From 64fd6f770c0275c54b9aa99a3163691872fd6636 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 11 Sep 2023 15:57:46 -0500 Subject: [PATCH 001/113] Bump actions/cache from 3.3.1 to 3.3.2 (#1556) Bumps [actions/cache](https://github.com/actions/cache) from 3.3.1 to 3.3.2. - [Release notes](https://github.com/actions/cache/releases) - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md) - [Commits](https://github.com/actions/cache/compare/v3.3.1...v3.3.2) --- updated-dependencies: - dependency-name: actions/cache dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .github/workflows/release.yaml | 6 +++--- .github/workflows/style.yaml | 10 +++++----- .github/workflows/tests.yaml | 6 +++--- .github/workflows/tutorials.yaml | 2 +- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 2de22e69dca..0e90767e8ef 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -18,7 +18,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -41,7 +41,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -64,7 +64,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} diff --git a/.github/workflows/style.yaml b/.github/workflows/style.yaml index 022a5752c9e..4fad1c0adfc 100644 --- a/.github/workflows/style.yaml +++ b/.github/workflows/style.yaml @@ -20,7 +20,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -43,7 +43,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -66,7 +66,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -89,7 +89,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -112,7 +112,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index bd898e57253..19579219732 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -20,7 +20,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -49,7 +49,7 @@ jobs: with: python-version: ${{ matrix.python-version }} - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} @@ -92,7 +92,7 @@ jobs: with: python-version: '3.9' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index cdd94735bb2..41be9aaceb9 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -22,7 +22,7 @@ jobs: with: python-version: '3.11' - name: Cache dependencies - uses: actions/cache@v3.3.1 + uses: actions/cache@v3.3.2 id: cache with: path: ${{ env.pythonLocation }} From d4ea3925f96656962edaad294f90dc5bde27151c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 11 Sep 2023 21:49:00 +0000 Subject: [PATCH 002/113] Bump black[jupyter] from 23.7.0 to 23.9.1 in /requirements (#1557) Bumps [black[jupyter]](https://github.com/psf/black) from 23.7.0 to 23.9.1. - [Release notes](https://github.com/psf/black/releases) - [Changelog](https://github.com/psf/black/blob/main/CHANGES.md) - [Commits](https://github.com/psf/black/compare/23.7.0...23.9.1) --- updated-dependencies: - dependency-name: black[jupyter] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index 98c251e8d33..ae8575774fb 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -1,5 +1,5 @@ # style -black[jupyter]==23.7.0 +black[jupyter]==23.9.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 From 94d18b4ad5bf949bee7f32d1c1493ec8a117b9e9 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 11 Sep 2023 21:49:24 +0000 Subject: [PATCH 003/113] Bump torchmetrics from 1.1.1 to 1.1.2 in /requirements (#1558) Bumps [torchmetrics](https://github.com/Lightning-AI/torchmetrics) from 1.1.1 to 1.1.2. - [Release notes](https://github.com/Lightning-AI/torchmetrics/releases) - [Changelog](https://github.com/Lightning-AI/torchmetrics/blob/master/CHANGELOG.md) - [Commits](https://github.com/Lightning-AI/torchmetrics/compare/v1.1.1...v1.1.2) --- updated-dependencies: - dependency-name: torchmetrics dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index cccd3c80fe9..8d474a15cd8 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -17,5 +17,5 @@ segmentation-models-pytorch==0.3.3 shapely==2.0.1 timm==0.9.2 torch==2.0.1 -torchmetrics==1.1.1 +torchmetrics==1.1.2 torchvision==0.15.2 From 540084061e21a554cf8a1caf50c8246be96e0eb0 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Mon, 11 Sep 2023 17:05:06 -0500 Subject: [PATCH 004/113] Advertise TorchGeo Slack (#1549) * Advertise TorchGeo Slack * Add color and logo --- .github/ISSUE_TEMPLATE/config.yml | 3 +++ README.md | 13 ++++++++----- 2 files changed, 11 insertions(+), 5 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml index 78d364d9dde..ceb43f081f1 100644 --- a/.github/ISSUE_TEMPLATE/config.yml +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -3,3 +3,6 @@ contact_links: - name: ❓ Questions url: https://github.com/microsoft/torchgeo/discussions about: Ask questions or discuss ideas with other TorchGeo users + - name: 💬 Chat + url: https://join.slack.com/t/torchgeo/shared_invite/zt-22rse667m-eqtCeNW0yI000Tl4B~2PIw + about: Chat with fellow TorchGeo users and developers on Slack diff --git a/README.md b/README.md index 8a5e59d114e..7ab9840d040 100644 --- a/README.md +++ b/README.md @@ -7,17 +7,20 @@ The goal of this library is to make it simple: 1. for machine learning experts to work with geospatial data, and 2. for remote sensing experts to explore machine learning solutions. -Testing: -[![docs](https://readthedocs.org/projects/torchgeo/badge/?version=latest)](https://torchgeo.readthedocs.io/en/stable/) -[![style](https://github.com/microsoft/torchgeo/actions/workflows/style.yaml/badge.svg)](https://github.com/microsoft/torchgeo/actions/workflows/style.yaml) -[![tests](https://github.com/microsoft/torchgeo/actions/workflows/tests.yaml/badge.svg)](https://github.com/microsoft/torchgeo/actions/workflows/tests.yaml) -[![codecov](https://codecov.io/gh/microsoft/torchgeo/branch/main/graph/badge.svg?token=oa3Z3PMVOg)](https://codecov.io/gh/microsoft/torchgeo) +Community: +[![slack](https://img.shields.io/badge/slack-join-purple?logo=slack)](https://join.slack.com/t/torchgeo/shared_invite/zt-22rse667m-eqtCeNW0yI000Tl4B~2PIw) Packaging: [![pypi](https://badge.fury.io/py/torchgeo.svg)](https://pypi.org/project/torchgeo/) [![conda](https://anaconda.org/conda-forge/torchgeo/badges/version.svg)](https://anaconda.org/conda-forge/torchgeo) [![spack](https://img.shields.io/spack/v/py-torchgeo)](https://spack.readthedocs.io/en/latest/package_list.html#py-torchgeo) +Testing: +[![docs](https://readthedocs.org/projects/torchgeo/badge/?version=latest)](https://torchgeo.readthedocs.io/en/stable/) +[![style](https://github.com/microsoft/torchgeo/actions/workflows/style.yaml/badge.svg)](https://github.com/microsoft/torchgeo/actions/workflows/style.yaml) +[![tests](https://github.com/microsoft/torchgeo/actions/workflows/tests.yaml/badge.svg)](https://github.com/microsoft/torchgeo/actions/workflows/tests.yaml) +[![codecov](https://codecov.io/gh/microsoft/torchgeo/branch/main/graph/badge.svg?token=oa3Z3PMVOg)](https://codecov.io/gh/microsoft/torchgeo) + ## Installation The recommended way to install TorchGeo is with [pip](https://pip.pypa.io/): From 578adedc31dc6e16a339faff80c4bdae017301a8 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Mon, 11 Sep 2023 17:05:28 -0500 Subject: [PATCH 005/113] Refactor trainers (#1541) * Refactor trainers * Update conf files * Fix pydocstyle * Add scheduler monitor * Update conf files * Fix BYOL backbone * Remove broken configure_optimizers out type * Fix type hints * No casts * Increase test coverage * Better documentation of supported models * Remove unimportant configuration * Remove unimportant configuration * Drop model_kwargs * Docstring improvements * Add base class for all torchgeo trainers * Add configure_* methods for losses/metrics/models * init must come first * More type hints --- conf/bigearthnet.yaml | 4 +- conf/chesapeake_cvpr.yaml | 4 +- conf/cowc_counting.yaml | 4 +- conf/cyclone.yaml | 4 +- conf/deepglobelandcover.yaml | 5 +- conf/etci2021.yaml | 4 +- conf/eurosat.yaml | 4 +- conf/gid15.yaml | 5 +- conf/inria.yaml | 4 +- conf/l7irish.yaml | 4 +- conf/l8biome.yaml | 4 +- conf/landcoverai.yaml | 4 +- conf/naipchesapeake.yaml | 4 +- conf/nasa_marine_debris.yaml | 5 +- conf/potsdam2d.yaml | 5 +- conf/resisc45.yaml | 4 +- conf/seco_100k.yaml | 4 +- conf/sen12ms.yaml | 4 +- conf/so2sat.yaml | 4 +- conf/spacenet1.yaml | 4 +- conf/ssl4eo_benchmark_etm_sr_cdl.yaml | 4 +- conf/ssl4eo_benchmark_etm_sr_nlcd.yaml | 4 +- conf/ssl4eo_benchmark_etm_toa_cdl.yaml | 4 +- conf/ssl4eo_benchmark_etm_toa_nlcd.yaml | 4 +- conf/ssl4eo_benchmark_oli_sr_cdl.yaml | 4 +- conf/ssl4eo_benchmark_oli_sr_nlcd.yaml | 4 +- conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml | 4 +- conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml | 4 +- conf/ssl4eo_benchmark_tm_toa_cdl.yaml | 4 +- conf/ssl4eo_benchmark_tm_toa_nlcd.yaml | 4 +- conf/ucmerced.yaml | 4 +- conf/vaihingen2d.yaml | 5 +- tests/conf/bigearthnet_all.yaml | 3 - tests/conf/bigearthnet_s1.yaml | 3 - tests/conf/bigearthnet_s2.yaml | 3 - tests/conf/chesapeake_cvpr_5.yaml | 3 - tests/conf/chesapeake_cvpr_7.yaml | 3 - tests/conf/chesapeake_cvpr_prior_byol.yaml | 5 +- tests/conf/cowc_counting.yaml | 3 - tests/conf/cyclone.yaml | 3 - tests/conf/deepglobelandcover.yaml | 4 - tests/conf/etci2021.yaml | 3 - tests/conf/eurosat.yaml | 3 - tests/conf/eurosat100.yaml | 3 - tests/conf/fire_risk.yaml | 3 - tests/conf/gid15.yaml | 4 - tests/conf/inria.yaml | 3 - tests/conf/l7irish.yaml | 4 - tests/conf/l8biome.yaml | 4 - tests/conf/landcoverai.yaml | 4 - tests/conf/loveda.yaml | 4 - tests/conf/naipchesapeake.yaml | 3 - tests/conf/nasa_marine_debris.yaml | 3 - tests/conf/potsdam2d.yaml | 4 - tests/conf/resisc45.yaml | 3 - tests/conf/seco_byol_1.yaml | 5 +- tests/conf/seco_byol_2.yaml | 5 +- tests/conf/sen12ms_all.yaml | 3 - tests/conf/sen12ms_s1.yaml | 3 - tests/conf/sen12ms_s2_all.yaml | 3 - tests/conf/sen12ms_s2_reduced.yaml | 3 - tests/conf/skippd.yaml | 3 - tests/conf/so2sat_all.yaml | 3 - tests/conf/so2sat_rgb.yaml | 3 - tests/conf/so2sat_s1.yaml | 3 - tests/conf/so2sat_s2.yaml | 3 - tests/conf/spacenet1.yaml | 4 - tests/conf/ssl4eo_l_benchmark_cdl.yaml | 3 - tests/conf/ssl4eo_l_benchmark_nlcd.yaml | 3 - tests/conf/ssl4eo_l_byol_1.yaml | 5 +- tests/conf/ssl4eo_l_byol_2.yaml | 5 +- tests/conf/ssl4eo_s12_byol_1.yaml | 5 +- tests/conf/ssl4eo_s12_byol_2.yaml | 5 +- tests/conf/sustainbench_crop_yield.yaml | 3 - tests/conf/ucmerced.yaml | 3 - tests/conf/vaihingen2d.yaml | 4 - tests/trainers/test_byol.py | 78 ++-- tests/trainers/test_classification.py | 127 +++--- tests/trainers/test_detection.py | 39 +- tests/trainers/test_moco.py | 47 +-- tests/trainers/test_regression.py | 204 ++++----- tests/trainers/test_segmentation.py | 142 ++----- tests/trainers/test_simclr.py | 47 +-- torchgeo/trainers/__init__.py | 9 +- torchgeo/trainers/base.py | 67 +++ torchgeo/trainers/byol.py | 169 ++++---- torchgeo/trainers/classification.py | 411 ++++++++----------- torchgeo/trainers/detection.py | 272 ++++++------ torchgeo/trainers/moco.py | 133 +++--- torchgeo/trainers/regression.py | 345 +++++++--------- torchgeo/trainers/segmentation.py | 407 ++++++++---------- torchgeo/trainers/simclr.py | 70 ++-- 92 files changed, 1227 insertions(+), 1628 deletions(-) create mode 100644 torchgeo/trainers/base.py diff --git a/conf/bigearthnet.yaml b/conf/bigearthnet.yaml index 3f159efa4b1..148f3104849 100644 --- a/conf/bigearthnet.yaml +++ b/conf/bigearthnet.yaml @@ -2,8 +2,8 @@ module: _target_: torchgeo.trainers.MultiLabelClassificationTask loss: "bce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 weights: null in_channels: 14 num_classes: 19 diff --git a/conf/chesapeake_cvpr.yaml b/conf/chesapeake_cvpr.yaml index 81af245a35a..03a27574f18 100644 --- a/conf/chesapeake_cvpr.yaml +++ b/conf/chesapeake_cvpr.yaml @@ -4,8 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 in_channels: 4 num_classes: 7 num_filters: 256 diff --git a/conf/cowc_counting.yaml b/conf/cowc_counting.yaml index 3b5d36779aa..d0166afd5b2 100644 --- a/conf/cowc_counting.yaml +++ b/conf/cowc_counting.yaml @@ -4,8 +4,8 @@ module: weights: null num_outputs: 1 in_channels: 3 - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 + lr: 1e-3 + patience: 2 datamodule: _target_: torchgeo.datamodules.COWCCountingDataModule diff --git a/conf/cyclone.yaml b/conf/cyclone.yaml index 2bb689ed4bf..98a25acbb86 100644 --- a/conf/cyclone.yaml +++ b/conf/cyclone.yaml @@ -4,8 +4,8 @@ module: weights: null num_outputs: 1 in_channels: 3 - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 + lr: 1e-3 + patience: 2 datamodule: _target_: torchgeo.datamodules.TropicalCycloneDataModule diff --git a/conf/deepglobelandcover.yaml b/conf/deepglobelandcover.yaml index 0260e0ac0f3..427fad68726 100644 --- a/conf/deepglobelandcover.yaml +++ b/conf/deepglobelandcover.yaml @@ -4,9 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false + lr: 1e-3 + patience: 6 in_channels: 3 num_classes: 7 num_filters: 1 diff --git a/conf/etci2021.yaml b/conf/etci2021.yaml index e993b8ac628..afdcb3f7c2f 100644 --- a/conf/etci2021.yaml +++ b/conf/etci2021.yaml @@ -4,8 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: true - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 in_channels: 6 num_classes: 2 ignore_index: 0 diff --git a/conf/eurosat.yaml b/conf/eurosat.yaml index b90f7823e01..b4d58e8e7b9 100644 --- a/conf/eurosat.yaml +++ b/conf/eurosat.yaml @@ -2,8 +2,8 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 weights: null in_channels: 13 num_classes: 10 diff --git a/conf/gid15.yaml b/conf/gid15.yaml index f46672da6ce..83578c27ebb 100644 --- a/conf/gid15.yaml +++ b/conf/gid15.yaml @@ -4,9 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false + lr: 1e-3 + patience: 6 in_channels: 3 num_classes: 16 num_filters: 1 diff --git a/conf/inria.yaml b/conf/inria.yaml index bbf73669a6a..1a07d81026b 100644 --- a/conf/inria.yaml +++ b/conf/inria.yaml @@ -4,8 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: true - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 in_channels: 3 num_classes: 2 ignore_index: null diff --git a/conf/l7irish.yaml b/conf/l7irish.yaml index 5f221aa9ef0..44eb15cd3db 100644 --- a/conf/l7irish.yaml +++ b/conf/l7irish.yaml @@ -7,8 +7,8 @@ module: num_classes: 5 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.L7IrishDataModule diff --git a/conf/l8biome.yaml b/conf/l8biome.yaml index b5bf7b552de..481990017c2 100644 --- a/conf/l8biome.yaml +++ b/conf/l8biome.yaml @@ -7,8 +7,8 @@ module: num_classes: 5 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.L8BiomeDataModule diff --git a/conf/landcoverai.yaml b/conf/landcoverai.yaml index f70667fe056..f3c1d92217e 100644 --- a/conf/landcoverai.yaml +++ b/conf/landcoverai.yaml @@ -4,8 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: true - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 in_channels: 3 num_classes: 5 num_filters: 256 diff --git a/conf/naipchesapeake.yaml b/conf/naipchesapeake.yaml index 94f6cafcab6..e1e3039291d 100644 --- a/conf/naipchesapeake.yaml +++ b/conf/naipchesapeake.yaml @@ -4,8 +4,8 @@ module: model: "deeplabv3+" backbone: "resnet34" weights: true - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 + lr: 1e-3 + patience: 2 in_channels: 4 num_classes: 14 num_filters: 64 diff --git a/conf/nasa_marine_debris.yaml b/conf/nasa_marine_debris.yaml index d176e95c0e1..39aba0df5ba 100644 --- a/conf/nasa_marine_debris.yaml +++ b/conf/nasa_marine_debris.yaml @@ -3,9 +3,8 @@ module: model: "faster-rcnn" backbone: "resnet50" num_classes: 2 - learning_rate: 1.2e-4 - learning_rate_schedule_patience: 6 - verbose: false + lr: 1.2e-4 + patience: 6 datamodule: _target_: torchgeo.datamodules.NASAMarineDebrisDataModule diff --git a/conf/potsdam2d.yaml b/conf/potsdam2d.yaml index 747e99c2047..f069d84c497 100644 --- a/conf/potsdam2d.yaml +++ b/conf/potsdam2d.yaml @@ -4,9 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false + lr: 1e-3 + patience: 6 in_channels: 4 num_classes: 6 num_filters: 1 diff --git a/conf/resisc45.yaml b/conf/resisc45.yaml index fc22c9ca9e3..777f0c3749a 100644 --- a/conf/resisc45.yaml +++ b/conf/resisc45.yaml @@ -2,8 +2,8 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 weights: null in_channels: 3 num_classes: 45 diff --git a/conf/seco_100k.yaml b/conf/seco_100k.yaml index 41c6338bc02..7d8058ae2f1 100644 --- a/conf/seco_100k.yaml +++ b/conf/seco_100k.yaml @@ -3,8 +3,8 @@ module: in_channels: 12 backbone: "resnet18" weights: True - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 optimizer: "Adam" datamodule: diff --git a/conf/sen12ms.yaml b/conf/sen12ms.yaml index f1b4643c426..f9021450719 100644 --- a/conf/sen12ms.yaml +++ b/conf/sen12ms.yaml @@ -4,8 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 + lr: 1e-3 + patience: 2 in_channels: 15 num_classes: 11 ignore_index: null diff --git a/conf/so2sat.yaml b/conf/so2sat.yaml index 4a785a50e00..dea87f7adf4 100644 --- a/conf/so2sat.yaml +++ b/conf/so2sat.yaml @@ -2,8 +2,8 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 weights: null in_channels: 18 num_classes: 17 diff --git a/conf/spacenet1.yaml b/conf/spacenet1.yaml index 82955319a57..b3da966f2af 100644 --- a/conf/spacenet1.yaml +++ b/conf/spacenet1.yaml @@ -4,8 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: true - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 in_channels: 3 num_classes: 3 ignore_index: 0 diff --git a/conf/ssl4eo_benchmark_etm_sr_cdl.yaml b/conf/ssl4eo_benchmark_etm_sr_cdl.yaml index ed64e22b701..c5be32ae035 100644 --- a/conf/ssl4eo_benchmark_etm_sr_cdl.yaml +++ b/conf/ssl4eo_benchmark_etm_sr_cdl.yaml @@ -7,8 +7,8 @@ module: num_classes: 18 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml b/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml index ba6a6dd8dfc..066cbf0dbb7 100644 --- a/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml +++ b/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml @@ -7,8 +7,8 @@ module: num_classes: 14 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_etm_toa_cdl.yaml b/conf/ssl4eo_benchmark_etm_toa_cdl.yaml index da11cf9f42c..641b387de74 100644 --- a/conf/ssl4eo_benchmark_etm_toa_cdl.yaml +++ b/conf/ssl4eo_benchmark_etm_toa_cdl.yaml @@ -7,8 +7,8 @@ module: num_classes: 18 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml b/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml index 8e7e701416b..4e8ff97bcba 100644 --- a/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml +++ b/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml @@ -7,8 +7,8 @@ module: num_classes: 14 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_oli_sr_cdl.yaml b/conf/ssl4eo_benchmark_oli_sr_cdl.yaml index 292390cc25c..92f1f1be77c 100644 --- a/conf/ssl4eo_benchmark_oli_sr_cdl.yaml +++ b/conf/ssl4eo_benchmark_oli_sr_cdl.yaml @@ -7,8 +7,8 @@ module: num_classes: 18 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml b/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml index 982f8cd5b02..ef309f357ce 100644 --- a/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml +++ b/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml @@ -7,8 +7,8 @@ module: num_classes: 14 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml b/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml index 7ab684024b0..933f980a5d0 100644 --- a/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml +++ b/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml @@ -7,8 +7,8 @@ module: num_classes: 18 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml b/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml index 050801e6964..7059b818e7c 100644 --- a/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml +++ b/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml @@ -7,8 +7,8 @@ module: num_classes: 14 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_tm_toa_cdl.yaml b/conf/ssl4eo_benchmark_tm_toa_cdl.yaml index bc3ccdc4396..a5721b3814b 100644 --- a/conf/ssl4eo_benchmark_tm_toa_cdl.yaml +++ b/conf/ssl4eo_benchmark_tm_toa_cdl.yaml @@ -7,8 +7,8 @@ module: num_classes: 18 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml b/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml index d81cfaff6f5..03cba077955 100644 --- a/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml +++ b/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml @@ -7,8 +7,8 @@ module: num_classes: 14 loss: "ce" ignore_index: 0 - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 datamodule: _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule diff --git a/conf/ucmerced.yaml b/conf/ucmerced.yaml index 95fbe6fb87c..33d8c415c30 100644 --- a/conf/ucmerced.yaml +++ b/conf/ucmerced.yaml @@ -3,8 +3,8 @@ module: loss: "ce" model: "resnet18" weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 + lr: 1e-3 + patience: 6 in_channels: 3 num_classes: 21 diff --git a/conf/vaihingen2d.yaml b/conf/vaihingen2d.yaml index 4c5cf3b139a..6b53f0d32ab 100644 --- a/conf/vaihingen2d.yaml +++ b/conf/vaihingen2d.yaml @@ -4,9 +4,8 @@ module: model: "unet" backbone: "resnet18" weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false + lr: 1e-3 + patience: 6 in_channels: 3 num_classes: 7 num_filters: 1 diff --git a/tests/conf/bigearthnet_all.yaml b/tests/conf/bigearthnet_all.yaml index 3babdc7fd8b..64330c127af 100644 --- a/tests/conf/bigearthnet_all.yaml +++ b/tests/conf/bigearthnet_all.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.MultiLabelClassificationTask loss: "bce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 14 num_classes: 19 diff --git a/tests/conf/bigearthnet_s1.yaml b/tests/conf/bigearthnet_s1.yaml index 8c07950cb5f..b3744b9313b 100644 --- a/tests/conf/bigearthnet_s1.yaml +++ b/tests/conf/bigearthnet_s1.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.MultiLabelClassificationTask loss: "bce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 2 num_classes: 19 diff --git a/tests/conf/bigearthnet_s2.yaml b/tests/conf/bigearthnet_s2.yaml index 9408e20b633..46642e4c1dc 100644 --- a/tests/conf/bigearthnet_s2.yaml +++ b/tests/conf/bigearthnet_s2.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.MultiLabelClassificationTask loss: "bce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 12 num_classes: 19 diff --git a/tests/conf/chesapeake_cvpr_5.yaml b/tests/conf/chesapeake_cvpr_5.yaml index a3f8e08b48d..fda13ed9d23 100644 --- a/tests/conf/chesapeake_cvpr_5.yaml +++ b/tests/conf/chesapeake_cvpr_5.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet50" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 4 num_classes: 5 num_filters: 1 diff --git a/tests/conf/chesapeake_cvpr_7.yaml b/tests/conf/chesapeake_cvpr_7.yaml index 5b1f0669423..9e6ee726e0b 100644 --- a/tests/conf/chesapeake_cvpr_7.yaml +++ b/tests/conf/chesapeake_cvpr_7.yaml @@ -3,13 +3,10 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 4 num_classes: 7 num_filters: 1 ignore_index: null - weights: null datamodule: _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule diff --git a/tests/conf/chesapeake_cvpr_prior_byol.yaml b/tests/conf/chesapeake_cvpr_prior_byol.yaml index 3ccf939feff..fc10f3c3430 100644 --- a/tests/conf/chesapeake_cvpr_prior_byol.yaml +++ b/tests/conf/chesapeake_cvpr_prior_byol.yaml @@ -1,10 +1,7 @@ module: _target_: torchgeo.trainers.BYOLTask in_channels: 4 - backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null + model: "resnet18" datamodule: _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule diff --git a/tests/conf/cowc_counting.yaml b/tests/conf/cowc_counting.yaml index f67b1b6a1be..64eada40334 100644 --- a/tests/conf/cowc_counting.yaml +++ b/tests/conf/cowc_counting.yaml @@ -1,11 +1,8 @@ module: _target_: torchgeo.trainers.RegressionTask model: resnet18 - weights: null num_outputs: 1 in_channels: 3 - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 loss: "mse" datamodule: diff --git a/tests/conf/cyclone.yaml b/tests/conf/cyclone.yaml index f7ecff850ba..3eb3a517111 100644 --- a/tests/conf/cyclone.yaml +++ b/tests/conf/cyclone.yaml @@ -1,11 +1,8 @@ module: _target_: torchgeo.trainers.RegressionTask model: "resnet18" - weights: null num_outputs: 1 in_channels: 3 - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 loss: "mse" datamodule: diff --git a/tests/conf/deepglobelandcover.yaml b/tests/conf/deepglobelandcover.yaml index 392fe3ce7b7..b871570b993 100644 --- a/tests/conf/deepglobelandcover.yaml +++ b/tests/conf/deepglobelandcover.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 3 num_classes: 7 num_filters: 1 diff --git a/tests/conf/etci2021.yaml b/tests/conf/etci2021.yaml index 9af839e92e3..5eada383d2c 100644 --- a/tests/conf/etci2021.yaml +++ b/tests/conf/etci2021.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 6 num_classes: 2 ignore_index: 0 diff --git a/tests/conf/eurosat.yaml b/tests/conf/eurosat.yaml index 7066f7f66ce..502ab0954d4 100644 --- a/tests/conf/eurosat.yaml +++ b/tests/conf/eurosat.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 13 num_classes: 2 diff --git a/tests/conf/eurosat100.yaml b/tests/conf/eurosat100.yaml index 65e4be957f2..69628c2e195 100644 --- a/tests/conf/eurosat100.yaml +++ b/tests/conf/eurosat100.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 13 num_classes: 2 diff --git a/tests/conf/fire_risk.yaml b/tests/conf/fire_risk.yaml index 8971ee6839a..2982e112e25 100644 --- a/tests/conf/fire_risk.yaml +++ b/tests/conf/fire_risk.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 3 num_classes: 5 diff --git a/tests/conf/gid15.yaml b/tests/conf/gid15.yaml index c9af542d037..0c0027db002 100644 --- a/tests/conf/gid15.yaml +++ b/tests/conf/gid15.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 3 num_classes: 16 num_filters: 1 diff --git a/tests/conf/inria.yaml b/tests/conf/inria.yaml index df4f4043fc4..90e26dc19bd 100644 --- a/tests/conf/inria.yaml +++ b/tests/conf/inria.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 3 num_classes: 2 ignore_index: null diff --git a/tests/conf/l7irish.yaml b/tests/conf/l7irish.yaml index d5147b0032d..2949d612c75 100644 --- a/tests/conf/l7irish.yaml +++ b/tests/conf/l7irish.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 9 num_classes: 5 num_filters: 1 diff --git a/tests/conf/l8biome.yaml b/tests/conf/l8biome.yaml index ae42f6efff3..ac85d14d934 100644 --- a/tests/conf/l8biome.yaml +++ b/tests/conf/l8biome.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 11 num_classes: 5 num_filters: 1 diff --git a/tests/conf/landcoverai.yaml b/tests/conf/landcoverai.yaml index 691d19bb9be..21b957e3014 100644 --- a/tests/conf/landcoverai.yaml +++ b/tests/conf/landcoverai.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 3 num_classes: 6 num_filters: 1 diff --git a/tests/conf/loveda.yaml b/tests/conf/loveda.yaml index 7a558ea2207..7d526b160ee 100644 --- a/tests/conf/loveda.yaml +++ b/tests/conf/loveda.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 3 num_classes: 8 num_filters: 1 diff --git a/tests/conf/naipchesapeake.yaml b/tests/conf/naipchesapeake.yaml index f9c0e4880fa..60d77fd3089 100644 --- a/tests/conf/naipchesapeake.yaml +++ b/tests/conf/naipchesapeake.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "deeplabv3+" backbone: "resnet34" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 in_channels: 4 num_classes: 14 num_filters: 1 diff --git a/tests/conf/nasa_marine_debris.yaml b/tests/conf/nasa_marine_debris.yaml index 7103560c5f3..36375e89c76 100644 --- a/tests/conf/nasa_marine_debris.yaml +++ b/tests/conf/nasa_marine_debris.yaml @@ -3,9 +3,6 @@ module: model: "faster-rcnn" backbone: "resnet18" num_classes: 2 - learning_rate: 1.2e-4 - learning_rate_schedule_patience: 6 - verbose: false datamodule: _target_: torchgeo.datamodules.NASAMarineDebrisDataModule diff --git a/tests/conf/potsdam2d.yaml b/tests/conf/potsdam2d.yaml index bd5f8f6c0ca..8f75b170b42 100644 --- a/tests/conf/potsdam2d.yaml +++ b/tests/conf/potsdam2d.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 4 num_classes: 6 num_filters: 1 diff --git a/tests/conf/resisc45.yaml b/tests/conf/resisc45.yaml index f8d1729572e..a8c5ea0f643 100644 --- a/tests/conf/resisc45.yaml +++ b/tests/conf/resisc45.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 3 num_classes: 3 diff --git a/tests/conf/seco_byol_1.yaml b/tests/conf/seco_byol_1.yaml index 5f7e0b91b20..ae5e73a79c6 100644 --- a/tests/conf/seco_byol_1.yaml +++ b/tests/conf/seco_byol_1.yaml @@ -1,10 +1,7 @@ module: _target_: torchgeo.trainers.BYOLTask in_channels: 3 - backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null + model: "resnet18" datamodule: _target_: torchgeo.datamodules.SeasonalContrastS2DataModule diff --git a/tests/conf/seco_byol_2.yaml b/tests/conf/seco_byol_2.yaml index 07ff81c0132..90c17f1ed01 100644 --- a/tests/conf/seco_byol_2.yaml +++ b/tests/conf/seco_byol_2.yaml @@ -1,10 +1,7 @@ module: _target_: torchgeo.trainers.BYOLTask in_channels: 3 - backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null + model: "resnet18" datamodule: _target_: torchgeo.datamodules.SeasonalContrastS2DataModule diff --git a/tests/conf/sen12ms_all.yaml b/tests/conf/sen12ms_all.yaml index fe3d592a356..c4f53aee82b 100644 --- a/tests/conf/sen12ms_all.yaml +++ b/tests/conf/sen12ms_all.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 in_channels: 15 num_classes: 11 ignore_index: null diff --git a/tests/conf/sen12ms_s1.yaml b/tests/conf/sen12ms_s1.yaml index b0b9d553931..889d321950b 100644 --- a/tests/conf/sen12ms_s1.yaml +++ b/tests/conf/sen12ms_s1.yaml @@ -4,9 +4,6 @@ module: model: "fcn" num_filters: 1 backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 in_channels: 2 num_classes: 11 ignore_index: null diff --git a/tests/conf/sen12ms_s2_all.yaml b/tests/conf/sen12ms_s2_all.yaml index e80b74896e0..255077a3019 100644 --- a/tests/conf/sen12ms_s2_all.yaml +++ b/tests/conf/sen12ms_s2_all.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 in_channels: 13 num_classes: 11 ignore_index: null diff --git a/tests/conf/sen12ms_s2_reduced.yaml b/tests/conf/sen12ms_s2_reduced.yaml index 15758690e03..2b7965ead7d 100644 --- a/tests/conf/sen12ms_s2_reduced.yaml +++ b/tests/conf/sen12ms_s2_reduced.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 in_channels: 6 num_classes: 11 ignore_index: null diff --git a/tests/conf/skippd.yaml b/tests/conf/skippd.yaml index 14dd1bcaabe..b1d5ec108e8 100644 --- a/tests/conf/skippd.yaml +++ b/tests/conf/skippd.yaml @@ -1,11 +1,8 @@ module: _target_: torchgeo.trainers.RegressionTask model: "resnet18" - weights: null num_outputs: 1 in_channels: 3 - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 loss: "mse" datamodule: diff --git a/tests/conf/so2sat_all.yaml b/tests/conf/so2sat_all.yaml index 22919afe697..7a3eb33d174 100644 --- a/tests/conf/so2sat_all.yaml +++ b/tests/conf/so2sat_all.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 18 num_classes: 17 diff --git a/tests/conf/so2sat_rgb.yaml b/tests/conf/so2sat_rgb.yaml index 75f7490ce22..fe7d462cbf7 100644 --- a/tests/conf/so2sat_rgb.yaml +++ b/tests/conf/so2sat_rgb.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 3 num_classes: 17 diff --git a/tests/conf/so2sat_s1.yaml b/tests/conf/so2sat_s1.yaml index c81e79742b8..8173ad5ccaa 100644 --- a/tests/conf/so2sat_s1.yaml +++ b/tests/conf/so2sat_s1.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "focal" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 8 num_classes: 17 diff --git a/tests/conf/so2sat_s2.yaml b/tests/conf/so2sat_s2.yaml index d7ba063efac..56a67ef5c26 100644 --- a/tests/conf/so2sat_s2.yaml +++ b/tests/conf/so2sat_s2.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "jaccard" model: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null in_channels: 10 num_classes: 17 diff --git a/tests/conf/spacenet1.yaml b/tests/conf/spacenet1.yaml index dc88c2504d1..f39017e6cac 100644 --- a/tests/conf/spacenet1.yaml +++ b/tests/conf/spacenet1.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 3 num_classes: 3 num_filters: 1 diff --git a/tests/conf/ssl4eo_l_benchmark_cdl.yaml b/tests/conf/ssl4eo_l_benchmark_cdl.yaml index f44abedb3a7..a0aa2cb27e4 100644 --- a/tests/conf/ssl4eo_l_benchmark_cdl.yaml +++ b/tests/conf/ssl4eo_l_benchmark_cdl.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 7 num_classes: 134 num_filters: 1 diff --git a/tests/conf/ssl4eo_l_benchmark_nlcd.yaml b/tests/conf/ssl4eo_l_benchmark_nlcd.yaml index 6dd85d935b7..c6f9cf793af 100644 --- a/tests/conf/ssl4eo_l_benchmark_nlcd.yaml +++ b/tests/conf/ssl4eo_l_benchmark_nlcd.yaml @@ -3,9 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 6 num_classes: 17 num_filters: 1 diff --git a/tests/conf/ssl4eo_l_byol_1.yaml b/tests/conf/ssl4eo_l_byol_1.yaml index a8e3dc0cd79..f4236eb334e 100644 --- a/tests/conf/ssl4eo_l_byol_1.yaml +++ b/tests/conf/ssl4eo_l_byol_1.yaml @@ -1,10 +1,7 @@ module: _target_: torchgeo.trainers.BYOLTask in_channels: 7 - backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null + model: "resnet18" datamodule: _target_: torchgeo.datamodules.SSL4EOLDataModule diff --git a/tests/conf/ssl4eo_l_byol_2.yaml b/tests/conf/ssl4eo_l_byol_2.yaml index 2f1d87d83ff..fb0e2b3c02c 100644 --- a/tests/conf/ssl4eo_l_byol_2.yaml +++ b/tests/conf/ssl4eo_l_byol_2.yaml @@ -1,10 +1,7 @@ module: _target_: torchgeo.trainers.BYOLTask in_channels: 6 - backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null + model: "resnet18" datamodule: _target_: torchgeo.datamodules.SSL4EOLDataModule diff --git a/tests/conf/ssl4eo_s12_byol_1.yaml b/tests/conf/ssl4eo_s12_byol_1.yaml index 8d261d9de27..ab942c1e355 100644 --- a/tests/conf/ssl4eo_s12_byol_1.yaml +++ b/tests/conf/ssl4eo_s12_byol_1.yaml @@ -1,10 +1,7 @@ module: _target_: torchgeo.trainers.BYOLTask in_channels: 2 - backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null + model: "resnet18" datamodule: _target_: torchgeo.datamodules.SSL4EOS12DataModule diff --git a/tests/conf/ssl4eo_s12_byol_2.yaml b/tests/conf/ssl4eo_s12_byol_2.yaml index 0bf2164b0b5..e45f5d3bbc3 100644 --- a/tests/conf/ssl4eo_s12_byol_2.yaml +++ b/tests/conf/ssl4eo_s12_byol_2.yaml @@ -1,10 +1,7 @@ module: _target_: torchgeo.trainers.BYOLTask in_channels: 13 - backbone: "resnet18" - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - weights: null + model: "resnet18" datamodule: _target_: torchgeo.datamodules.SSL4EOS12DataModule diff --git a/tests/conf/sustainbench_crop_yield.yaml b/tests/conf/sustainbench_crop_yield.yaml index 9b092aab674..4be0cf22a7c 100644 --- a/tests/conf/sustainbench_crop_yield.yaml +++ b/tests/conf/sustainbench_crop_yield.yaml @@ -1,11 +1,8 @@ module: _target_: torchgeo.trainers.RegressionTask model: "resnet18" - weights: null num_outputs: 1 in_channels: 9 - learning_rate: 1e-3 - learning_rate_schedule_patience: 2 loss: "mse" datamodule: diff --git a/tests/conf/ucmerced.yaml b/tests/conf/ucmerced.yaml index 93e37db6059..0cb37c1c94f 100644 --- a/tests/conf/ucmerced.yaml +++ b/tests/conf/ucmerced.yaml @@ -2,9 +2,6 @@ module: _target_: torchgeo.trainers.ClassificationTask loss: "ce" model: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 in_channels: 3 num_classes: 2 diff --git a/tests/conf/vaihingen2d.yaml b/tests/conf/vaihingen2d.yaml index ebdc8613ad2..0920772eaee 100644 --- a/tests/conf/vaihingen2d.yaml +++ b/tests/conf/vaihingen2d.yaml @@ -3,10 +3,6 @@ module: loss: "ce" model: "unet" backbone: "resnet18" - weights: null - learning_rate: 1e-3 - learning_rate_schedule_patience: 6 - verbose: false in_channels: 3 num_classes: 7 num_filters: 1 diff --git a/tests/trainers/test_byol.py b/tests/trainers/test_byol.py index 83ad3099ae6..b4efbba6fe4 100644 --- a/tests/trainers/test_byol.py +++ b/tests/trainers/test_byol.py @@ -22,8 +22,6 @@ from torchgeo.trainers import BYOLTask from torchgeo.trainers.byol import BYOL, SimCLRAugmentation -from .test_segmentation import SegmentationTestModel - def load(url: str, *args: Any, **kwargs: Any) -> dict[str, Any]: state_dict: dict[str, Any] = torch.load(url) @@ -32,8 +30,8 @@ def load(url: str, *args: Any, **kwargs: Any) -> dict[str, Any]: class TestBYOL: def test_custom_augment_fn(self) -> None: - backbone = resnet18() - layer = backbone.conv1 + model = resnet18() + layer = model.conv1 new_layer = nn.Conv2d( in_channels=4, out_channels=layer.out_channels, @@ -42,9 +40,9 @@ def test_custom_augment_fn(self) -> None: padding=layer.padding, bias=layer.bias, ).requires_grad_() - backbone.conv1 = new_layer + model.conv1 = new_layer augment_fn = SimCLRAugmentation((2, 2)) - BYOL(backbone, augment_fn=augment_fn) + BYOL(model, augment_fn=augment_fn) class TestBYOLTask: @@ -76,7 +74,6 @@ def test_trainer( # Instantiate model model = instantiate(conf.module) - model.backbone = SegmentationTestModel(**conf.module) # Instantiate trainer trainer = Trainer( @@ -87,16 +84,6 @@ def test_trainer( ) trainer.fit(model=model, datamodule=datamodule) - @pytest.fixture - def model_kwargs(self) -> dict[str, Any]: - return { - "backbone": "resnet18", - "in_channels": 13, - "loss": "ce", - "num_classes": 10, - "weights": None, - } - @pytest.fixture def weights(self) -> WeightsEnum: return ResNet18_Weights.SENTINEL2_ALL_MOCO @@ -117,41 +104,36 @@ def mocked_weights( monkeypatch.setattr(torchvision.models._api, "load_state_dict_from_url", load) return weights - def test_weight_file(self, model_kwargs: dict[str, Any], checkpoint: str) -> None: - model_kwargs["weights"] = checkpoint + def test_weight_file(self, checkpoint: str) -> None: with pytest.warns(UserWarning): - BYOLTask(**model_kwargs) + BYOLTask(model="resnet18", in_channels=13, weights=checkpoint) - def test_weight_enum( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = mocked_weights - BYOLTask(**model_kwargs) + def test_weight_enum(self, mocked_weights: WeightsEnum) -> None: + BYOLTask( + model=mocked_weights.meta["model"], + weights=mocked_weights, + in_channels=mocked_weights.meta["in_chans"], + ) - def test_weight_str( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = str(mocked_weights) - BYOLTask(**model_kwargs) + def test_weight_str(self, mocked_weights: WeightsEnum) -> None: + BYOLTask( + model=mocked_weights.meta["model"], + weights=str(mocked_weights), + in_channels=mocked_weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_enum_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = weights - BYOLTask(**model_kwargs) + def test_weight_enum_download(self, weights: WeightsEnum) -> None: + BYOLTask( + model=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_str_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = str(weights) - BYOLTask(**model_kwargs) + def test_weight_str_download(self, weights: WeightsEnum) -> None: + BYOLTask( + model=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) diff --git a/tests/trainers/test_classification.py b/tests/trainers/test_classification.py index fb8b9c91d69..ae80e348c91 100644 --- a/tests/trainers/test_classification.py +++ b/tests/trainers/test_classification.py @@ -113,16 +113,6 @@ def test_trainer( except MisconfigurationException: pass - @pytest.fixture - def model_kwargs(self) -> dict[str, Any]: - return { - "model": "resnet18", - "in_channels": 13, - "loss": "ce", - "num_classes": 10, - "weights": None, - } - @pytest.fixture def weights(self) -> WeightsEnum: return ResNet18_Weights.SENTINEL2_ALL_MOCO @@ -143,61 +133,59 @@ def mocked_weights( monkeypatch.setattr(torchvision.models._api, "load_state_dict_from_url", load) return weights - def test_weight_file(self, model_kwargs: dict[str, Any], checkpoint: str) -> None: - model_kwargs["weights"] = checkpoint + def test_weight_file(self, checkpoint: str) -> None: with pytest.warns(UserWarning): - ClassificationTask(**model_kwargs) + ClassificationTask( + model="resnet18", weights=checkpoint, in_channels=13, num_classes=10 + ) - def test_weight_enum( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["model"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = mocked_weights + def test_weight_enum(self, mocked_weights: WeightsEnum) -> None: with pytest.warns(UserWarning): - ClassificationTask(**model_kwargs) - - def test_weight_str( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["model"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = str(mocked_weights) + ClassificationTask( + model=mocked_weights.meta["model"], + weights=mocked_weights, + in_channels=mocked_weights.meta["in_chans"], + num_classes=10, + ) + + def test_weight_str(self, mocked_weights: WeightsEnum) -> None: with pytest.warns(UserWarning): - ClassificationTask(**model_kwargs) + ClassificationTask( + model=mocked_weights.meta["model"], + weights=str(mocked_weights), + in_channels=mocked_weights.meta["in_chans"], + num_classes=10, + ) @pytest.mark.slow - def test_weight_enum_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["model"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = weights - ClassificationTask(**model_kwargs) + def test_weight_enum_download(self, weights: WeightsEnum) -> None: + ClassificationTask( + model=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + num_classes=10, + ) @pytest.mark.slow - def test_weight_str_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["model"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = str(weights) - ClassificationTask(**model_kwargs) + def test_weight_str_download(self, weights: WeightsEnum) -> None: + ClassificationTask( + model=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + num_classes=10, + ) - def test_invalid_loss(self, model_kwargs: dict[str, Any]) -> None: - model_kwargs["loss"] = "invalid_loss" + def test_invalid_loss(self) -> None: match = "Loss type 'invalid_loss' is not valid." with pytest.raises(ValueError, match=match): - ClassificationTask(**model_kwargs) + ClassificationTask(model="resnet18", loss="invalid_loss") - def test_no_rgb( - self, monkeypatch: MonkeyPatch, model_kwargs: dict[Any, Any], fast_dev_run: bool - ) -> None: + def test_no_rgb(self, monkeypatch: MonkeyPatch, fast_dev_run: bool) -> None: monkeypatch.setattr(EuroSATDataModule, "plot", plot) datamodule = EuroSATDataModule( root="tests/data/eurosat", batch_size=1, num_workers=0 ) - model = ClassificationTask(**model_kwargs) + model = ClassificationTask(model="resnet18", in_channels=13, num_classes=10) trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -206,11 +194,11 @@ def test_no_rgb( ) trainer.validate(model=model, datamodule=datamodule) - def test_predict(self, model_kwargs: dict[Any, Any], fast_dev_run: bool) -> None: + def test_predict(self, fast_dev_run: bool) -> None: datamodule = PredictClassificationDataModule( root="tests/data/eurosat", batch_size=1, num_workers=0 ) - model = ClassificationTask(**model_kwargs) + model = ClassificationTask(model="resnet18", in_channels=13, num_classes=10) trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -222,12 +210,8 @@ def test_predict(self, model_kwargs: dict[Any, Any], fast_dev_run: bool) -> None @pytest.mark.parametrize( "model_name", ["resnet18", "efficientnetv2_s", "vit_base_patch16_384"] ) - def test_freeze_backbone( - self, model_name: str, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["freeze_backbone"] = True - model_kwargs["model"] = model_name - model = ClassificationTask(**model_kwargs) + def test_freeze_backbone(self, model_name: str) -> None: + model = ClassificationTask(model=model_name, freeze_backbone=True) assert not all([param.requires_grad for param in model.model.parameters()]) assert all( [param.requires_grad for param in model.model.get_classifier().parameters()] @@ -267,30 +251,19 @@ def test_trainer( except MisconfigurationException: pass - @pytest.fixture - def model_kwargs(self) -> dict[str, Any]: - return { - "model": "resnet18", - "in_channels": 14, - "loss": "bce", - "num_classes": 19, - "weights": None, - } - - def test_invalid_loss(self, model_kwargs: dict[str, Any]) -> None: - model_kwargs["loss"] = "invalid_loss" + def test_invalid_loss(self) -> None: match = "Loss type 'invalid_loss' is not valid." with pytest.raises(ValueError, match=match): - MultiLabelClassificationTask(**model_kwargs) + MultiLabelClassificationTask(model="resnet18", loss="invalid_loss") - def test_no_rgb( - self, monkeypatch: MonkeyPatch, model_kwargs: dict[Any, Any], fast_dev_run: bool - ) -> None: + def test_no_rgb(self, monkeypatch: MonkeyPatch, fast_dev_run: bool) -> None: monkeypatch.setattr(BigEarthNetDataModule, "plot", plot) datamodule = BigEarthNetDataModule( root="tests/data/bigearthnet", batch_size=1, num_workers=0 ) - model = MultiLabelClassificationTask(**model_kwargs) + model = MultiLabelClassificationTask( + model="resnet18", in_channels=14, num_classes=19, loss="bce" + ) trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -299,11 +272,13 @@ def test_no_rgb( ) trainer.validate(model=model, datamodule=datamodule) - def test_predict(self, model_kwargs: dict[Any, Any], fast_dev_run: bool) -> None: + def test_predict(self, fast_dev_run: bool) -> None: datamodule = PredictMultiLabelClassificationDataModule( root="tests/data/bigearthnet", batch_size=1, num_workers=0 ) - model = MultiLabelClassificationTask(**model_kwargs) + model = MultiLabelClassificationTask( + model="resnet18", in_channels=14, num_classes=19, loss="bce" + ) trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, diff --git a/tests/trainers/test_detection.py b/tests/trainers/test_detection.py index 77ac3a3d768..23e08d87869 100644 --- a/tests/trainers/test_detection.py +++ b/tests/trainers/test_detection.py @@ -98,34 +98,25 @@ def test_trainer( except MisconfigurationException: pass - @pytest.fixture - def model_kwargs(self) -> dict[Any, Any]: - return {"model": "faster-rcnn", "backbone": "resnet18", "num_classes": 2} - - def test_invalid_model(self, model_kwargs: dict[Any, Any]) -> None: - model_kwargs["model"] = "invalid_model" + def test_invalid_model(self) -> None: match = "Model type 'invalid_model' is not valid." with pytest.raises(ValueError, match=match): - ObjectDetectionTask(**model_kwargs) + ObjectDetectionTask(model="invalid_model") - def test_invalid_backbone(self, model_kwargs: dict[Any, Any]) -> None: - model_kwargs["backbone"] = "invalid_backbone" + def test_invalid_backbone(self) -> None: match = "Backbone type 'invalid_backbone' is not valid." with pytest.raises(ValueError, match=match): - ObjectDetectionTask(**model_kwargs) + ObjectDetectionTask(backbone="invalid_backbone") - def test_non_pretrained_backbone(self, model_kwargs: dict[Any, Any]) -> None: - model_kwargs["pretrained"] = False - ObjectDetectionTask(**model_kwargs) + def test_pretrained_backbone(self) -> None: + ObjectDetectionTask(backbone="resnet18", weights=True) - def test_no_rgb( - self, monkeypatch: MonkeyPatch, model_kwargs: dict[Any, Any], fast_dev_run: bool - ) -> None: + def test_no_rgb(self, monkeypatch: MonkeyPatch, fast_dev_run: bool) -> None: monkeypatch.setattr(NASAMarineDebrisDataModule, "plot", plot) datamodule = NASAMarineDebrisDataModule( root="tests/data/nasa_marine_debris", batch_size=1, num_workers=0 ) - model = ObjectDetectionTask(**model_kwargs) + model = ObjectDetectionTask(backbone="resnet18", num_classes=2) trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -134,11 +125,11 @@ def test_no_rgb( ) trainer.validate(model=model, datamodule=datamodule) - def test_predict(self, model_kwargs: dict[Any, Any], fast_dev_run: bool) -> None: + def test_predict(self, fast_dev_run: bool) -> None: datamodule = PredictObjectDetectionDataModule( root="tests/data/nasa_marine_debris", batch_size=1, num_workers=0 ) - model = ObjectDetectionTask(**model_kwargs) + model = ObjectDetectionTask(backbone="resnet18", num_classes=2) trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -148,10 +139,8 @@ def test_predict(self, model_kwargs: dict[Any, Any], fast_dev_run: bool) -> None trainer.predict(model=model, datamodule=datamodule) @pytest.mark.parametrize("model_name", ["faster-rcnn", "fcos", "retinanet"]) - def test_freeze_backbone( - self, model_name: str, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["freeze_backbone"] = True - model_kwargs["model"] = model_name - model = ObjectDetectionTask(**model_kwargs) + def test_freeze_backbone(self, model_name: str) -> None: + model = ObjectDetectionTask( + model=model_name, backbone="resnet18", freeze_backbone=True + ) assert not all([param.requires_grad for param in model.model.parameters()]) diff --git a/tests/trainers/test_moco.py b/tests/trainers/test_moco.py index ec5acf25bd9..18fb86bce36 100644 --- a/tests/trainers/test_moco.py +++ b/tests/trainers/test_moco.py @@ -105,49 +105,44 @@ def mocked_weights( return weights def test_weight_file(self, checkpoint: str) -> None: - model_kwargs: dict[str, Any] = {"model": "resnet18", "weights": checkpoint} match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - MoCoTask(**model_kwargs) + MoCoTask(model="resnet18", weights=checkpoint) def test_weight_enum(self, mocked_weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": mocked_weights.meta["model"], - "weights": mocked_weights, - "in_channels": mocked_weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - MoCoTask(**model_kwargs) + MoCoTask( + model=mocked_weights.meta["model"], + weights=mocked_weights, + in_channels=mocked_weights.meta["in_chans"], + ) def test_weight_str(self, mocked_weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": mocked_weights.meta["model"], - "weights": str(mocked_weights), - "in_channels": mocked_weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - MoCoTask(**model_kwargs) + MoCoTask( + model=mocked_weights.meta["model"], + weights=str(mocked_weights), + in_channels=mocked_weights.meta["in_chans"], + ) @pytest.mark.slow def test_weight_enum_download(self, weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": weights.meta["model"], - "weights": weights, - "in_channels": weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - MoCoTask(**model_kwargs) + MoCoTask( + model=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow def test_weight_str_download(self, weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": weights.meta["model"], - "weights": str(weights), - "in_channels": weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - MoCoTask(**model_kwargs) + MoCoTask( + model=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) diff --git a/tests/trainers/test_regression.py b/tests/trainers/test_regression.py index 5bf3443e61b..3c64eca9b94 100644 --- a/tests/trainers/test_regression.py +++ b/tests/trainers/test_regression.py @@ -95,16 +95,6 @@ def test_trainer(self, name: str, fast_dev_run: bool) -> None: except MisconfigurationException: pass - @pytest.fixture - def model_kwargs(self) -> dict[str, Any]: - return { - "model": "resnet18", - "weights": None, - "num_outputs": 1, - "in_channels": 3, - "loss": "mse", - } - @pytest.fixture def weights(self) -> WeightsEnum: return ResNet18_Weights.SENTINEL2_ALL_MOCO @@ -125,55 +115,48 @@ def mocked_weights( monkeypatch.setattr(torchvision.models._api, "load_state_dict_from_url", load) return weights - def test_weight_file(self, model_kwargs: dict[str, Any], checkpoint: str) -> None: - model_kwargs["weights"] = checkpoint + def test_weight_file(self, checkpoint: str) -> None: with pytest.warns(UserWarning): - RegressionTask(**model_kwargs) + RegressionTask(model="resnet18", weights=checkpoint) - def test_weight_enum( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["model"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = mocked_weights + def test_weight_enum(self, mocked_weights: WeightsEnum) -> None: with pytest.warns(UserWarning): - RegressionTask(**model_kwargs) + RegressionTask( + model=mocked_weights.meta["model"], + weights=mocked_weights, + in_channels=mocked_weights.meta["in_chans"], + ) - def test_weight_str( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["model"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = str(mocked_weights) + def test_weight_str(self, mocked_weights: WeightsEnum) -> None: with pytest.warns(UserWarning): - RegressionTask(**model_kwargs) + RegressionTask( + model=mocked_weights.meta["model"], + weights=str(mocked_weights), + in_channels=mocked_weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_enum_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["model"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = weights - RegressionTask(**model_kwargs) + def test_weight_enum_download(self, weights: WeightsEnum) -> None: + RegressionTask( + model=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_str_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["model"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = str(weights) - RegressionTask(**model_kwargs) + def test_weight_str_download(self, weights: WeightsEnum) -> None: + RegressionTask( + model=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) - def test_no_rgb( - self, monkeypatch: MonkeyPatch, model_kwargs: dict[Any, Any], fast_dev_run: bool - ) -> None: + def test_no_rgb(self, monkeypatch: MonkeyPatch, fast_dev_run: bool) -> None: monkeypatch.setattr(TropicalCycloneDataModule, "plot", plot) datamodule = TropicalCycloneDataModule( root="tests/data/cyclone", batch_size=1, num_workers=0 ) - model = RegressionTask(**model_kwargs) + model = RegressionTask(model="resnet18") trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -182,11 +165,11 @@ def test_no_rgb( ) trainer.validate(model=model, datamodule=datamodule) - def test_predict(self, model_kwargs: dict[Any, Any], fast_dev_run: bool) -> None: + def test_predict(self, fast_dev_run: bool) -> None: datamodule = PredictRegressionDataModule( root="tests/data/cyclone", batch_size=1, num_workers=0 ) - model = RegressionTask(**model_kwargs) + model = RegressionTask(model="resnet18") trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -195,21 +178,16 @@ def test_predict(self, model_kwargs: dict[Any, Any], fast_dev_run: bool) -> None ) trainer.predict(model=model, datamodule=datamodule) - def test_invalid_loss(self, model_kwargs: dict[str, Any]) -> None: - model_kwargs["loss"] = "invalid_loss" + def test_invalid_loss(self) -> None: match = "Loss type 'invalid_loss' is not valid." with pytest.raises(ValueError, match=match): - RegressionTask(**model_kwargs) + RegressionTask(model="resnet18", loss="invalid_loss") @pytest.mark.parametrize( "model_name", ["resnet18", "efficientnetv2_s", "vit_base_patch16_384"] ) - def test_freeze_backbone( - self, model_name: str, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["freeze_backbone"] = True - model_kwargs["model"] = model_name - model = RegressionTask(**model_kwargs) + def test_freeze_backbone(self, model_name: str) -> None: + model = RegressionTask(model=model_name, freeze_backbone=True) assert not all([param.requires_grad for param in model.model.parameters()]) assert all( [param.requires_grad for param in model.model.get_classifier().parameters()] @@ -233,7 +211,6 @@ def test_trainer( loss: str, model_type: str, fast_dev_run: bool, - model_kwargs: dict[str, Any], ) -> None: conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) @@ -244,16 +221,11 @@ def test_trainer( # Instantiate model monkeypatch.setattr(smp, "Unet", create_model) monkeypatch.setattr(smp, "DeepLabV3Plus", create_model) - model_kwargs["model"] = model_type - model_kwargs["loss"] = loss - - if model_type == "fcn": - model_kwargs["num_filters"] = 2 - model = PixelwiseRegressionTask(**model_kwargs) - model.model = PixelwiseRegressionTestModel( - in_channels=model_kwargs["in_channels"] + model = PixelwiseRegressionTask( + model=model_type, backbone="resnet18", loss=loss ) + model.model = PixelwiseRegressionTestModel() # Instantiate trainer trainer = Trainer( @@ -273,24 +245,10 @@ def test_trainer( except MisconfigurationException: pass - def test_invalid_model(self, model_kwargs: dict[str, Any]) -> None: - model_kwargs["model"] = "invalid_model" + def test_invalid_model(self) -> None: match = "Model type 'invalid_model' is not valid." with pytest.raises(ValueError, match=match): - PixelwiseRegressionTask(**model_kwargs) - - @pytest.fixture - def model_kwargs(self) -> dict[str, Any]: - return { - "model": "unet", - "backbone": "resnet18", - "weights": None, - "num_outputs": 1, - "in_channels": 3, - "loss": "mse", - "learning_rate": 1e-3, - "learning_rate_schedule_patience": 6, - } + PixelwiseRegressionTask(model="invalid_model") @pytest.fixture def weights(self) -> WeightsEnum: @@ -312,55 +270,51 @@ def mocked_weights( monkeypatch.setattr(torchvision.models._api, "load_state_dict_from_url", load) return weights - def test_weight_file(self, model_kwargs: dict[str, Any], checkpoint: str) -> None: - model_kwargs["weights"] = checkpoint - PixelwiseRegressionTask(**model_kwargs) + def test_weight_file(self, checkpoint: str) -> None: + PixelwiseRegressionTask(model="unet", backbone="resnet18", weights=checkpoint) - def test_weight_enum( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = mocked_weights - PixelwiseRegressionTask(**model_kwargs) + def test_weight_enum(self, mocked_weights: WeightsEnum) -> None: + PixelwiseRegressionTask( + model="unet", + backbone=mocked_weights.meta["model"], + weights=mocked_weights, + in_channels=mocked_weights.meta["in_chans"], + ) - def test_weight_str( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = str(mocked_weights) - PixelwiseRegressionTask(**model_kwargs) + def test_weight_str(self, mocked_weights: WeightsEnum) -> None: + PixelwiseRegressionTask( + model="unet", + backbone=mocked_weights.meta["model"], + weights=str(mocked_weights), + in_channels=mocked_weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_enum_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = weights - PixelwiseRegressionTask(**model_kwargs) + def test_weight_enum_download(self, weights: WeightsEnum) -> None: + PixelwiseRegressionTask( + model="unet", + backbone=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_str_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = str(weights) - PixelwiseRegressionTask(**model_kwargs) + def test_weight_str_download(self, weights: WeightsEnum) -> None: + PixelwiseRegressionTask( + model="unet", + backbone=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) + @pytest.mark.parametrize("model_name", ["unet", "deeplabv3+"]) @pytest.mark.parametrize( "backbone", ["resnet18", "mobilenet_v2", "efficientnet-b0"] ) - @pytest.mark.parametrize("model_name", ["unet", "deeplabv3+"]) - def test_freeze_backbone( - self, backbone: str, model_name: str, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["freeze_backbone"] = True - model_kwargs["model"] = model_name - model_kwargs["backbone"] = backbone - model = PixelwiseRegressionTask(**model_kwargs) + def test_freeze_backbone(self, model_name: str, backbone: str) -> None: + model = PixelwiseRegressionTask( + model=model_name, backbone=backbone, freeze_backbone=True + ) assert all( [param.requires_grad is False for param in model.model.encoder.parameters()] ) @@ -373,12 +327,10 @@ def test_freeze_backbone( ) @pytest.mark.parametrize("model_name", ["unet", "deeplabv3+"]) - def test_freeze_decoder( - self, model_name: str, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["freeze_decoder"] = True - model_kwargs["model"] = model_name - model = PixelwiseRegressionTask(**model_kwargs) + def test_freeze_decoder(self, model_name: str) -> None: + model = PixelwiseRegressionTask( + model=model_name, backbone="resnet18", freeze_decoder=True + ) assert all( [param.requires_grad is False for param in model.model.decoder.parameters()] ) diff --git a/tests/trainers/test_segmentation.py b/tests/trainers/test_segmentation.py index c29d37e24eb..920b5966265 100644 --- a/tests/trainers/test_segmentation.py +++ b/tests/trainers/test_segmentation.py @@ -5,7 +5,6 @@ from pathlib import Path from typing import Any, cast -import numpy as np import pytest import segmentation_models_pytorch as smp import timm @@ -112,18 +111,6 @@ def test_trainer( except MisconfigurationException: pass - @pytest.fixture - def model_kwargs(self) -> dict[Any, Any]: - return { - "model": "unet", - "backbone": "resnet18", - "weights": None, - "in_channels": 3, - "num_classes": 6, - "loss": "ce", - "ignore_index": 0, - } - @pytest.fixture def weights(self) -> WeightsEnum: return ResNet18_Weights.SENTINEL2_ALL_MOCO @@ -144,78 +131,62 @@ def mocked_weights( monkeypatch.setattr(torchvision.models._api, "load_state_dict_from_url", load) return weights - def test_weight_file(self, model_kwargs: dict[str, Any], checkpoint: str) -> None: - model_kwargs["weights"] = checkpoint - SemanticSegmentationTask(**model_kwargs) + def test_weight_file(self, checkpoint: str) -> None: + SemanticSegmentationTask(backbone="resnet18", weights=checkpoint, num_classes=6) - def test_weight_enum( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = mocked_weights - SemanticSegmentationTask(**model_kwargs) + def test_weight_enum(self, mocked_weights: WeightsEnum) -> None: + SemanticSegmentationTask( + backbone=mocked_weights.meta["model"], + weights=mocked_weights, + in_channels=mocked_weights.meta["in_chans"], + ) - def test_weight_str( - self, model_kwargs: dict[str, Any], mocked_weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = mocked_weights.meta["model"] - model_kwargs["in_channels"] = mocked_weights.meta["in_chans"] - model_kwargs["weights"] = str(mocked_weights) - SemanticSegmentationTask(**model_kwargs) + def test_weight_str(self, mocked_weights: WeightsEnum) -> None: + SemanticSegmentationTask( + backbone=mocked_weights.meta["model"], + weights=str(mocked_weights), + in_channels=mocked_weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_enum_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = weights - SemanticSegmentationTask(**model_kwargs) + def test_weight_enum_download(self, weights: WeightsEnum) -> None: + SemanticSegmentationTask( + backbone=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow - def test_weight_str_download( - self, model_kwargs: dict[str, Any], weights: WeightsEnum - ) -> None: - model_kwargs["backbone"] = weights.meta["model"] - model_kwargs["in_channels"] = weights.meta["in_chans"] - model_kwargs["weights"] = str(weights) - SemanticSegmentationTask(**model_kwargs) + def test_weight_str_download(self, weights: WeightsEnum) -> None: + SemanticSegmentationTask( + backbone=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) - def test_invalid_model(self, model_kwargs: dict[Any, Any]) -> None: - model_kwargs["model"] = "invalid_model" + def test_invalid_model(self) -> None: match = "Model type 'invalid_model' is not valid." with pytest.raises(ValueError, match=match): - SemanticSegmentationTask(**model_kwargs) + SemanticSegmentationTask(model="invalid_model") - def test_invalid_loss(self, model_kwargs: dict[Any, Any]) -> None: - model_kwargs["loss"] = "invalid_loss" + def test_invalid_loss(self) -> None: match = "Loss type 'invalid_loss' is not valid." with pytest.raises(ValueError, match=match): - SemanticSegmentationTask(**model_kwargs) - - def test_invalid_ignoreindex(self, model_kwargs: dict[Any, Any]) -> None: - model_kwargs["ignore_index"] = "0" - match = "ignore_index must be an int or None" - with pytest.raises(ValueError, match=match): - SemanticSegmentationTask(**model_kwargs) + SemanticSegmentationTask(loss="invalid_loss") - def test_ignoreindex_with_jaccard(self, model_kwargs: dict[Any, Any]) -> None: - model_kwargs["loss"] = "jaccard" - model_kwargs["ignore_index"] = 0 + def test_ignoreindex_with_jaccard(self) -> None: match = "ignore_index has no effect on training when loss='jaccard'" with pytest.warns(UserWarning, match=match): - SemanticSegmentationTask(**model_kwargs) + SemanticSegmentationTask(loss="jaccard", ignore_index=0) - def test_no_rgb( - self, monkeypatch: MonkeyPatch, model_kwargs: dict[Any, Any], fast_dev_run: bool - ) -> None: - model_kwargs["in_channels"] = 15 + def test_no_rgb(self, monkeypatch: MonkeyPatch, fast_dev_run: bool) -> None: monkeypatch.setattr(SEN12MSDataModule, "plot", plot) datamodule = SEN12MSDataModule( root="tests/data/sen12ms", batch_size=1, num_workers=0 ) - model = SemanticSegmentationTask(**model_kwargs) + model = SemanticSegmentationTask( + backbone="resnet18", in_channels=15, num_classes=6 + ) trainer = Trainer( accelerator="cpu", fast_dev_run=fast_dev_run, @@ -224,17 +195,14 @@ def test_no_rgb( ) trainer.validate(model=model, datamodule=datamodule) + @pytest.mark.parametrize("model_name", ["unet", "deeplabv3+"]) @pytest.mark.parametrize( "backbone", ["resnet18", "mobilenet_v2", "efficientnet-b0"] ) - @pytest.mark.parametrize("model_name", ["unet", "deeplabv3+"]) - def test_freeze_backbone( - self, backbone: str, model_name: str, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["freeze_backbone"] = True - model_kwargs["model"] = model_name - model_kwargs["backbone"] = backbone - model = SemanticSegmentationTask(**model_kwargs) + def test_freeze_backbone(self, model_name: str, backbone: str) -> None: + model = SemanticSegmentationTask( + model=model_name, backbone=backbone, freeze_backbone=True + ) assert all( [param.requires_grad is False for param in model.model.encoder.parameters()] ) @@ -247,12 +215,8 @@ def test_freeze_backbone( ) @pytest.mark.parametrize("model_name", ["unet", "deeplabv3+"]) - def test_freeze_decoder( - self, model_name: str, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["freeze_decoder"] = True - model_kwargs["model"] = model_name - model = SemanticSegmentationTask(**model_kwargs) + def test_freeze_decoder(self, model_name: str) -> None: + model = SemanticSegmentationTask(model=model_name, freeze_decoder=True) assert all( [param.requires_grad is False for param in model.model.decoder.parameters()] ) @@ -263,23 +227,3 @@ def test_freeze_decoder( for param in model.model.segmentation_head.parameters() ] ) - - @pytest.mark.parametrize( - "class_weights", [torch.tensor([1, 2, 3]), np.array([1, 2, 3]), [1, 2, 3]] - ) - def test_classweights_valid( - self, class_weights: Any, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["class_weights"] = class_weights - sst = SemanticSegmentationTask(**model_kwargs) - assert isinstance(sst.loss.weight, torch.Tensor) - assert torch.equal(sst.loss.weight, torch.tensor([1.0, 2.0, 3.0])) - assert sst.loss.weight.dtype == torch.float32 - - @pytest.mark.parametrize("class_weights", [[], None]) - def test_classweights_empty( - self, class_weights: Any, model_kwargs: dict[Any, Any] - ) -> None: - model_kwargs["class_weights"] = class_weights - sst = SemanticSegmentationTask(**model_kwargs) - assert sst.loss.weight is None diff --git a/tests/trainers/test_simclr.py b/tests/trainers/test_simclr.py index 5fa8f15ea15..add431f5414 100644 --- a/tests/trainers/test_simclr.py +++ b/tests/trainers/test_simclr.py @@ -103,49 +103,44 @@ def mocked_weights( return weights def test_weight_file(self, checkpoint: str) -> None: - model_kwargs: dict[str, Any] = {"model": "resnet18", "weights": checkpoint} match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - SimCLRTask(**model_kwargs) + SimCLRTask(model="resnet18", weights=checkpoint) def test_weight_enum(self, mocked_weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": mocked_weights.meta["model"], - "weights": mocked_weights, - "in_channels": mocked_weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - SimCLRTask(**model_kwargs) + SimCLRTask( + model=mocked_weights.meta["model"], + weights=mocked_weights, + in_channels=mocked_weights.meta["in_chans"], + ) def test_weight_str(self, mocked_weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": mocked_weights.meta["model"], - "weights": str(mocked_weights), - "in_channels": mocked_weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - SimCLRTask(**model_kwargs) + SimCLRTask( + model=mocked_weights.meta["model"], + weights=str(mocked_weights), + in_channels=mocked_weights.meta["in_chans"], + ) @pytest.mark.slow def test_weight_enum_download(self, weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": weights.meta["model"], - "weights": weights, - "in_channels": weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - SimCLRTask(**model_kwargs) + SimCLRTask( + model=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow def test_weight_str_download(self, weights: WeightsEnum) -> None: - model_kwargs: dict[str, Any] = { - "model": weights.meta["model"], - "weights": str(weights), - "in_channels": weights.meta["in_chans"], - } match = "num classes .* != num classes in pretrained model" with pytest.warns(UserWarning, match=match): - SimCLRTask(**model_kwargs) + SimCLRTask( + model=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) diff --git a/torchgeo/trainers/__init__.py b/torchgeo/trainers/__init__.py index b39bc483b40..ec8d916a012 100644 --- a/torchgeo/trainers/__init__.py +++ b/torchgeo/trainers/__init__.py @@ -3,6 +3,7 @@ """TorchGeo trainers.""" +from .base import BaseTask from .byol import BYOLTask from .classification import ClassificationTask, MultiLabelClassificationTask from .detection import ObjectDetectionTask @@ -12,13 +13,17 @@ from .simclr import SimCLRTask __all__ = ( - "BYOLTask", + # Supervised "ClassificationTask", - "MoCoTask", "MultiLabelClassificationTask", "ObjectDetectionTask", "PixelwiseRegressionTask", "RegressionTask", "SemanticSegmentationTask", + # Self-supervised + "BYOLTask", + "MoCoTask", "SimCLRTask", + # Base classes + "BaseTask", ) diff --git a/torchgeo/trainers/base.py b/torchgeo/trainers/base.py new file mode 100644 index 00000000000..4c63f7d9699 --- /dev/null +++ b/torchgeo/trainers/base.py @@ -0,0 +1,67 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""Base classes for all :mod:`torchgeo` trainers.""" + +from abc import ABC, abstractmethod +from typing import Any + +from lightning.pytorch import LightningModule +from torch.optim import AdamW +from torch.optim.lr_scheduler import ReduceLROnPlateau + + +class BaseTask(LightningModule, ABC): + """Abstract base class for all TorchGeo trainers. + + .. versionadded:: 0.5 + """ + + #: Model to train + model: Any + + #: Performance metric to monitor in learning rate scheduler and callbacks + monitor = "val_loss" + + def __init__(self) -> None: + """Initialize a new BaseTask instance.""" + super().__init__() + self.save_hyperparameters() + self.configure_losses() + self.configure_metrics() + self.configure_models() + + def configure_losses(self) -> None: + """Initialize the loss criterion.""" + + def configure_metrics(self) -> None: + """Initialize the performance metrics.""" + + @abstractmethod + def configure_models(self) -> None: + """Initialize the model.""" + + def configure_optimizers(self) -> dict[str, Any]: + """Initialize the optimizer and learning rate scheduler. + + Returns: + Optimizer and learning rate scheduler. + """ + optimizer = AdamW(self.parameters(), lr=self.hparams["lr"]) + scheduler = ReduceLROnPlateau(optimizer, patience=self.hparams["patience"]) + return { + "optimizer": optimizer, + "lr_scheduler": {"scheduler": scheduler, "monitor": self.monitor}, + } + + def forward(self, *args: Any, **kwargs: Any) -> Any: + """Forward pass of the model. + + Args: + args: Arguments to pass to model. + kwargs: Keyword arguments to pass to model. + + Returns: + Output of the model. + """ + return self.model(*args, **kwargs) diff --git a/torchgeo/trainers/byol.py b/torchgeo/trainers/byol.py index 00315f4028c..56b0290ca34 100644 --- a/torchgeo/trainers/byol.py +++ b/torchgeo/trainers/byol.py @@ -1,23 +1,22 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -"""BYOL tasks.""" +"""BYOL trainer for self-supervised learning (SSL).""" import os -from typing import Any, Optional, cast +from typing import Any, Optional, Union import timm import torch import torch.nn as nn import torch.nn.functional as F from kornia import augmentation as K -from lightning.pytorch import LightningModule -from torch import Tensor, optim -from torch.optim.lr_scheduler import ReduceLROnPlateau +from torch import Tensor from torchvision.models._api import WeightsEnum from ..models import get_weight from . import utils +from .base import BaseTask def normalized_mse(x: Tensor, y: Tensor) -> Tensor: @@ -75,7 +74,8 @@ def forward(self, x: Tensor) -> Tensor: Returns: an augmented batch of imagery """ - return cast(Tensor, self.augmentation(x)) + z: Tensor = self.augmentation(x) + return z class MLP(nn.Module): @@ -108,7 +108,8 @@ def forward(self, x: Tensor) -> Tensor: Returns: embedded version of the input """ - return cast(Tensor, self.mlp(x)) + z: Tensor = self.mlp(x) + return z class BackboneWrapper(nn.Module): @@ -122,7 +123,7 @@ class BackboneWrapper(nn.Module): * The forward call returns the output of the projection head .. versionchanged 0.4: Name changed from *EncoderWrapper* to - *BackboneWrapper*. + *BackboneWrapper*. """ def __init__( @@ -270,7 +271,8 @@ def forward(self, x: Tensor) -> Tensor: Returns: output from the model """ - return cast(Tensor, self.predictor(self.backbone(x))) + z: Tensor = self.predictor(self.backbone(x)) + return z def update_target(self) -> None: """Method to update the "target" model weights.""" @@ -278,29 +280,58 @@ def update_target(self) -> None: pt.data = self.beta * pt.data + (1 - self.beta) * p.data -class BYOLTask(LightningModule): - """Class for pre-training any PyTorch model using BYOL. +class BYOLTask(BaseTask): + """BYOL: Bootstrap Your Own Latent. - Supports any available `Timm model - `_ - as an architecture choice. To see a list of available pretrained - models, you can do: + Reference implementation: - .. code-block:: python + * https://github.com/deepmind/deepmind-research/tree/master/byol - import timm - print(timm.list_models()) + If you use this trainer in your research, please cite the following paper: + + * https://arxiv.org/abs/2006.07733 """ - def config_task(self) -> None: - """Configures the task based on kwargs parameters passed to the constructor.""" - # Create model - in_channels = self.hyperparams["in_channels"] - weights = self.hyperparams["weights"] + monitor = "train_loss" + + def __init__( + self, + model: str = "resnet50", + weights: Optional[Union[WeightsEnum, str, bool]] = None, + in_channels: int = 3, + lr: float = 1e-3, + patience: int = 10, + ) -> None: + """Initialize a new BYOLTask instance. + + Args: + model: Name of the `timm + `__ model to use. + weights: Initial model weights. Either a weight enum, the string + representation of a weight enum, True for ImageNet weights, False + or None for random weights, or the path to a saved model state dict. + in_channels: Number of input channels to model. + lr: Learning rate for optimizer. + patience: Patience for learning rate scheduler. + + .. versionchanged:: 0.4 + *backbone_name* was renamed to *backbone*. Changed backbone support from + torchvision.models to timm. + + .. versionchanged:: 0.5 + *backbone*, *learning_rate*, and *learning_rate_schedule_patience* were + renamed to *model*, *lr*, and *patience*. + """ + super().__init__() + + def configure_models(self) -> None: + """Initialize the model.""" + weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + in_channels: int = self.hparams["in_channels"] + + # Create backbone backbone = timm.create_model( - self.hyperparams["backbone"], - in_chans=in_channels, - pretrained=weights is True, + self.hparams["model"], in_chans=in_channels, pretrained=weights is True ) # Load weights @@ -315,79 +346,25 @@ def config_task(self) -> None: self.model = BYOL(backbone, in_channels=in_channels, image_size=(224, 224)) - def __init__(self, **kwargs: Any) -> None: - """Initialize a LightningModule for pre-training a model with BYOL. - - Keyword Args: - in_channels: Number of input channels to model - backbone: Name of the timm model to use - weights: Either a weight enum, the string representation of a weight enum, - True for ImageNet weights, False or None for random weights, - or the path to a saved model state dict. - learning_rate: Learning rate for optimizer - learning_rate_schedule_patience: Patience for learning rate scheduler - - Raises: - ValueError: if kwargs arguments are invalid - - .. versionchanged:: 0.4 - The *backbone_name* parameter was renamed to *backbone*. Change backbone - support from torchvision.models to timm. - """ - super().__init__() - - # Creates `self.hparams` from kwargs - self.save_hyperparameters() - self.hyperparams = cast(dict[str, Any], self.hparams) - - self.config_task() - - def forward(self, *args: Any, **kwargs: Any) -> Any: - """Forward pass of the model. + def training_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the training loss and additional metrics. Args: - x: tensor of data to run through the model - - Returns: - output from the model - """ - return self.model(*args, **kwargs) - - def configure_optimizers(self) -> dict[str, Any]: - """Initialize the optimizer and learning rate scheduler. + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - learning rate dictionary. - """ - optimizer_class = getattr(optim, self.hyperparams.get("optimizer", "Adam")) - lr = self.hyperparams.get("learning_rate", 1e-4) - weight_decay = self.hyperparams.get("weight_decay", 1e-6) - optimizer = optimizer_class(self.parameters(), lr=lr, weight_decay=weight_decay) - - return { - "optimizer": optimizer, - "lr_scheduler": { - "scheduler": ReduceLROnPlateau( - optimizer, - patience=self.hyperparams["learning_rate_schedule_patience"], - ), - "monitor": "train_loss", - }, - } - - def training_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the training loss. + The loss tensor. - Args: - batch: the output of your DataLoader - - Returns: - training loss + Raises: + AssertionError: If channel dimensions are incorrect. """ - batch = args[0] x = batch["image"] - in_channels = self.hyperparams["in_channels"] + in_channels = self.hparams["in_channels"] assert x.size(1) == in_channels or x.size(1) == 2 * in_channels if x.size(1) == in_channels: @@ -409,16 +386,18 @@ def training_step(self, *args: Any, **kwargs: Any) -> Tensor: loss = torch.mean(normalized_mse(pred1, targ2) + normalized_mse(pred2, targ1)) - self.log("train_loss", loss, on_step=True, on_epoch=False) + self.log("train_loss", loss) self.model.update_target() return loss - def validation_step(self, *args: Any, **kwargs: Any) -> None: + def validation_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> None: """No-op, does nothing.""" - def test_step(self, *args: Any, **kwargs: Any) -> None: + def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: """No-op, does nothing.""" - def predict_step(self, *args: Any, **kwargs: Any) -> None: + def predict_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: """No-op, does nothing.""" diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py index 29f96f2f9fd..bc0d0fd37cd 100644 --- a/torchgeo/trainers/classification.py +++ b/torchgeo/trainers/classification.py @@ -1,19 +1,17 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -"""Classification tasks.""" +"""Trainers for image classification.""" import os -from typing import Any, cast +from typing import Any, Optional, Union import matplotlib.pyplot as plt import timm import torch import torch.nn as nn -from lightning.pytorch import LightningModule from segmentation_models_pytorch.losses import FocalLoss, JaccardLoss from torch import Tensor -from torch.optim.lr_scheduler import ReduceLROnPlateau from torchmetrics import MetricCollection from torchmetrics.classification import ( MulticlassAccuracy, @@ -27,172 +25,159 @@ from ..datasets import unbind_samples from ..models import get_weight from . import utils +from .base import BaseTask -class ClassificationTask(LightningModule): - """LightningModule for image classification. +class ClassificationTask(BaseTask): + """Image classification.""" - Supports any available `Timm model - `_ - as an architecture choice. To see a list of available - models, you can do: + def __init__( + self, + model: str = "resnet50", + weights: Optional[Union[WeightsEnum, str, bool]] = None, + in_channels: int = 3, + num_classes: int = 1000, + loss: str = "ce", + lr: float = 1e-3, + patience: int = 10, + freeze_backbone: bool = False, + ) -> None: + """Initialize a new ClassificationTask instance. - .. code-block:: python - - import timm - print(timm.list_models()) - """ - - def config_model(self) -> None: - """Configures the model based on kwargs parameters passed to the constructor.""" - # Create model - weights = self.hyperparams["weights"] - self.model = timm.create_model( - self.hyperparams["model"], - num_classes=self.hyperparams["num_classes"], - in_chans=self.hyperparams["in_channels"], - pretrained=weights is True, - ) - - # Load weights - if weights and weights is not True: - if isinstance(weights, WeightsEnum): - state_dict = weights.get_state_dict(progress=True) - elif os.path.exists(weights): - _, state_dict = utils.extract_backbone(weights) - else: - state_dict = get_weight(weights).get_state_dict(progress=True) - self.model = utils.load_state_dict(self.model, state_dict) - - # Freeze backbone and unfreeze classifier head - if self.hyperparams.get("freeze_backbone", False): - for param in self.model.parameters(): - param.requires_grad = False - for param in self.model.get_classifier().parameters(): - param.requires_grad = True - - def config_task(self) -> None: - """Configures the task based on kwargs parameters passed to the constructor.""" - self.config_model() - - if self.hyperparams["loss"] == "ce": - self.loss: nn.Module = nn.CrossEntropyLoss() - elif self.hyperparams["loss"] == "jaccard": - self.loss = JaccardLoss(mode="multiclass") - elif self.hyperparams["loss"] == "focal": - self.loss = FocalLoss(mode="multiclass", normalized=True) - else: - raise ValueError(f"Loss type '{self.hyperparams['loss']}' is not valid.") - - def __init__(self, **kwargs: Any) -> None: - """Initialize the LightningModule with a model and loss function. - - Keyword Args: - model: Name of the classification model use - loss: Name of the loss function, accepts 'ce', 'jaccard', or 'focal' - weights: Either a weight enum, the string representation of a weight enum, - True for ImageNet weights, False or None for random weights, - or the path to a saved model state dict. - num_classes: Number of prediction classes - in_channels: Number of input channels to model - learning_rate: Learning rate for optimizer - learning_rate_schedule_patience: Patience for learning rate scheduler + Args: + model: Name of the `timm + `__ model to use. + weights: Initial model weights. Either a weight enum, the string + representation of a weight enum, True for ImageNet weights, False + or None for random weights, or the path to a saved model state dict. + in_channels: Number of input channels to model. + num_classes: Number of prediction classes. + loss: One of 'ce', 'bce', 'jaccard', or 'focal'. + lr: Learning rate for optimizer. + patience: Patience for learning rate scheduler. freeze_backbone: Freeze the backbone network to linear probe - the classifier head + the classifier head. .. versionchanged:: 0.4 - The *classification_model* parameter was renamed to *model*. + *classification_model* was renamed to *model*. .. versionadded:: 0.5 The *freeze_backbone* parameter. + + .. versionchanged:: 0.5 + *learning_rate* and *learning_rate_schedule_patience* were renamed to + *lr* and *patience*. """ super().__init__() - # Creates `self.hparams` from kwargs - self.save_hyperparameters() - self.hyperparams = cast(dict[str, Any], self.hparams) + def configure_losses(self) -> None: + """Initialize the loss criterion. - self.config_task() + Raises: + ValueError: If *loss* is invalid. + """ + loss: str = self.hparams["loss"] + if loss == "ce": + self.criterion: nn.Module = nn.CrossEntropyLoss() + elif loss == "bce": + self.criterion = nn.BCEWithLogitsLoss() + elif loss == "jaccard": + self.criterion = JaccardLoss(mode="multiclass") + elif loss == "focal": + self.criterion = FocalLoss(mode="multiclass", normalized=True) + else: + raise ValueError(f"Loss type '{loss}' is not valid.") - self.train_metrics = MetricCollection( + def configure_metrics(self) -> None: + """Initialize the performance metrics.""" + metrics = MetricCollection( { "OverallAccuracy": MulticlassAccuracy( - num_classes=self.hyperparams["num_classes"], average="micro" + num_classes=self.hparams["num_classes"], average="micro" ), "AverageAccuracy": MulticlassAccuracy( - num_classes=self.hyperparams["num_classes"], average="macro" + num_classes=self.hparams["num_classes"], average="macro" ), "JaccardIndex": MulticlassJaccardIndex( - num_classes=self.hyperparams["num_classes"] + num_classes=self.hparams["num_classes"] ), "F1Score": MulticlassFBetaScore( - num_classes=self.hyperparams["num_classes"], - beta=1.0, - average="micro", + num_classes=self.hparams["num_classes"], beta=1.0, average="micro" ), - }, - prefix="train_", + } ) - self.val_metrics = self.train_metrics.clone(prefix="val_") - self.test_metrics = self.train_metrics.clone(prefix="test_") + self.train_metrics = metrics.clone(prefix="train_") + self.val_metrics = metrics.clone(prefix="val_") + self.test_metrics = metrics.clone(prefix="test_") - def forward(self, *args: Any, **kwargs: Any) -> Any: - """Forward pass of the model. + def configure_models(self) -> None: + """Initialize the model.""" + weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] - Args: - x: input image + # Create model + self.model = timm.create_model( + self.hparams["model"], + num_classes=self.hparams["num_classes"], + in_chans=self.hparams["in_channels"], + pretrained=weights is True, + ) - Returns: - prediction - """ - return self.model(*args, **kwargs) + # Load weights + if weights and weights is not True: + if isinstance(weights, WeightsEnum): + state_dict = weights.get_state_dict(progress=True) + elif os.path.exists(weights): + _, state_dict = utils.extract_backbone(weights) + else: + state_dict = get_weight(weights).get_state_dict(progress=True) + self.model = utils.load_state_dict(self.model, state_dict) - def training_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the training loss. + # Freeze backbone and unfreeze classifier head + if self.hparams["freeze_backbone"]: + for param in self.model.parameters(): + param.requires_grad = False + for param in self.model.get_classifier().parameters(): + param.requires_grad = True + + def training_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the training loss and additional metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - training loss + The loss tensor. """ - batch = args[0] x = batch["image"] y = batch["label"] y_hat = self(x) y_hat_hard = y_hat.argmax(dim=1) - - loss = self.loss(y_hat, y) - - # by default, the train step logs every `log_every_n_steps` steps where - # `log_every_n_steps` is a parameter to the `Trainer` object - self.log("train_loss", loss, on_step=True, on_epoch=False) + loss: Tensor = self.criterion(y_hat, y) + self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) - return cast(Tensor, loss) + return loss - def on_train_epoch_end(self) -> None: - """Logs epoch-level training metrics.""" - self.log_dict(self.train_metrics.compute()) - self.train_metrics.reset() - - def validation_step(self, *args: Any, **kwargs: Any) -> None: - """Compute validation loss and log example predictions. + def validation_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> None: + """Compute the validation loss and additional metrics. Args: - batch: the output of your DataLoader - batch_idx: the index of this batch + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] - batch_idx = args[1] x = batch["image"] y = batch["label"] y_hat = self(x) y_hat_hard = y_hat.argmax(dim=1) - - loss = self.loss(y_hat, y) - - self.log("val_loss", loss, on_step=False, on_epoch=True) + loss = self.criterion(y_hat, y) + self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) if ( @@ -217,162 +202,100 @@ def validation_step(self, *args: Any, **kwargs: Any) -> None: except ValueError: pass - def on_validation_epoch_end(self) -> None: - """Logs epoch level validation metrics.""" - self.log_dict(self.val_metrics.compute()) - self.val_metrics.reset() - - def test_step(self, *args: Any, **kwargs: Any) -> None: - """Compute test loss. + def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: + """Compute the test loss and additional metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] x = batch["image"] y = batch["label"] y_hat = self(x) y_hat_hard = y_hat.argmax(dim=1) - - loss = self.loss(y_hat, y) - - # by default, the test and validation steps only log per *epoch* - self.log("test_loss", loss, on_step=False, on_epoch=True) + loss = self.criterion(y_hat, y) + self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) - def on_test_epoch_end(self) -> None: - """Logs epoch level test metrics.""" - self.log_dict(self.test_metrics.compute()) - self.test_metrics.reset() - - def predict_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the predictions. + def predict_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the predicted class probabilities. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - predicted softmax probabilities + Output predicted probabilities. """ - batch = args[0] x = batch["image"] y_hat: Tensor = self(x).softmax(dim=-1) return y_hat - def configure_optimizers(self) -> dict[str, Any]: - """Initialize the optimizer and learning rate scheduler. - - Returns: - learning rate dictionary - """ - optimizer = torch.optim.AdamW( - self.model.parameters(), lr=self.hyperparams["learning_rate"] - ) - return { - "optimizer": optimizer, - "lr_scheduler": { - "scheduler": ReduceLROnPlateau( - optimizer, - patience=self.hyperparams["learning_rate_schedule_patience"], - ), - "monitor": "val_loss", - }, - } - class MultiLabelClassificationTask(ClassificationTask): - """LightningModule for multi-label image classification.""" - - def config_task(self) -> None: - """Configures the task based on kwargs parameters passed to the constructor.""" - self.config_model() + """Multi-label image classification.""" - if self.hyperparams["loss"] == "bce": - self.loss = nn.BCEWithLogitsLoss() - else: - raise ValueError(f"Loss type '{self.hyperparams['loss']}' is not valid.") - - def __init__(self, **kwargs: Any) -> None: - """Initialize the LightningModule with a model and loss function. - - Keyword Args: - model: Name of the classification model use - loss: Name of the loss function, currently only supports 'bce' - weights: Either "random" or 'imagenet' - num_classes: Number of prediction classes - in_channels: Number of input channels to model - learning_rate: Learning rate for optimizer - learning_rate_schedule_patience: Patience for learning rate scheduler - freeze_backbone: Freeze the backbone network to linear probe - the classifier head - - .. versionchanged:: 0.4 - The *classification_model* parameter was renamed to *model*. - - .. versionadded:: 0.5 - The *freeze_backbone* parameter. - """ - super().__init__(**kwargs) - - self.train_metrics = MetricCollection( + def configure_metrics(self) -> None: + """Initialize the performance metrics.""" + metrics = MetricCollection( { "OverallAccuracy": MultilabelAccuracy( - num_labels=self.hyperparams["num_classes"], average="micro" + num_labels=self.hparams["num_classes"], average="micro" ), "AverageAccuracy": MultilabelAccuracy( - num_labels=self.hyperparams["num_classes"], average="macro" + num_labels=self.hparams["num_classes"], average="macro" ), "F1Score": MultilabelFBetaScore( - num_labels=self.hyperparams["num_classes"], - beta=1.0, - average="micro", + num_labels=self.hparams["num_classes"], beta=1.0, average="micro" ), - }, - prefix="train_", + } ) - self.val_metrics = self.train_metrics.clone(prefix="val_") - self.test_metrics = self.train_metrics.clone(prefix="test_") + self.train_metrics = metrics.clone(prefix="train_") + self.val_metrics = metrics.clone(prefix="val_") + self.test_metrics = metrics.clone(prefix="test_") - def training_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the training loss. + def training_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the training loss and additional metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - training loss + The loss tensor. """ - batch = args[0] x = batch["image"] y = batch["label"] y_hat = self(x) y_hat_hard = torch.sigmoid(y_hat) - - loss = self.loss(y_hat, y.to(torch.float)) - - # by default, the train step logs every `log_every_n_steps` steps where - # `log_every_n_steps` is a parameter to the `Trainer` object - self.log("train_loss", loss, on_step=True, on_epoch=False) + loss: Tensor = self.criterion(y_hat, y.to(torch.float)) + self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) - return cast(Tensor, loss) + return loss - def validation_step(self, *args: Any, **kwargs: Any) -> None: - """Compute validation loss and log example predictions. + def validation_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> None: + """Compute the validation loss and additional metrics. Args: - batch: the output of your DataLoader - batch_idx: the index of this batch + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] - batch_idx = args[1] x = batch["image"] y = batch["label"] y_hat = self(x) y_hat_hard = torch.sigmoid(y_hat) - - loss = self.loss(y_hat, y.to(torch.float)) - + loss = self.criterion(y_hat, y.to(torch.float)) self.log("val_loss", loss, on_step=False, on_epoch=True) self.val_metrics(y_hat_hard, y) @@ -397,33 +320,35 @@ def validation_step(self, *args: Any, **kwargs: Any) -> None: except ValueError: pass - def test_step(self, *args: Any, **kwargs: Any) -> None: - """Compute test loss. + def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: + """Compute the test loss and additional metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] x = batch["image"] y = batch["label"] y_hat = self(x) y_hat_hard = torch.sigmoid(y_hat) - - loss = self.loss(y_hat, y.to(torch.float)) - - # by default, the test and validation steps only log per *epoch* - self.log("test_loss", loss, on_step=False, on_epoch=True) + loss = self.criterion(y_hat, y.to(torch.float)) + self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) - def predict_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the predictions. + def predict_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the predicted class probabilities. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. + Returns: - predicted sigmoid probabilities + Output predicted probabilities. """ - batch = args[0] x = batch["image"] y_hat = torch.sigmoid(self(x)) return y_hat diff --git a/torchgeo/trainers/detection.py b/torchgeo/trainers/detection.py index ed58bf945a2..27e2bcaeedf 100644 --- a/torchgeo/trainers/detection.py +++ b/torchgeo/trainers/detection.py @@ -1,17 +1,15 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -"""Detection tasks.""" +"""Trainers for object detection.""" from functools import partial -from typing import Any, cast +from typing import Any, Optional import matplotlib.pyplot as plt import torch import torchvision.models.detection -from lightning.pytorch import LightningModule from torch import Tensor -from torch.optim.lr_scheduler import ReduceLROnPlateau from torchmetrics import MetricCollection from torchmetrics.detection.mean_ap import MeanAveragePrecision from torchvision.models import resnet as R @@ -21,6 +19,7 @@ from torchvision.ops import MultiScaleRoIAlign, feature_pyramid_network, misc from ..datasets.utils import unbind_samples +from .base import BaseTask BACKBONE_LAT_DIM_MAP = { "resnet18": 512, @@ -47,48 +46,87 @@ } -class ObjectDetectionTask(LightningModule): - """LightningModule for object detection of images. +class ObjectDetectionTask(BaseTask): + """Object detection. - Currently, supports Faster R-CNN, FCOS, and RetinaNet models from - `torchvision - `_ with - one of the following *backbone* arguments: + .. versionadded:: 0.4 + """ - .. code-block:: python + monitor = "val_map" + + def __init__( + self, + model: str = "faster-rcnn", + backbone: str = "resnet50", + weights: Optional[bool] = None, + in_channels: int = 3, + num_classes: int = 1000, + trainable_layers: int = 3, + lr: float = 1e-3, + patience: int = 10, + freeze_backbone: bool = False, + ) -> None: + """Initialize a new ObjectDetectionTask instance. - ['resnet18', 'resnet34', 'resnet50', 'resnet101', 'resnet152', - 'resnext50_32x4d','resnext101_32x8d', 'wide_resnet50_2', - 'wide_resnet101_2'] + Args: + model: Name of the `torchvision + `__ + model to use. One of 'faster-rcnn', 'fcos', or 'retinanet'. + backbone: Name of the `torchvision + `__ + backbone to use. One of 'resnet18', 'resnet34', 'resnet50', + 'resnet101', 'resnet152', 'resnext50_32x4d', 'resnext101_32x8d', + 'wide_resnet50_2', or 'wide_resnet101_2'. + weights: Initial model weights. True for ImageNet weights, False or None + for random weights. + in_channels: Number of input channels to model. + num_classes: Number of prediction classes. + trainable_layers: Number of trainable layers. + lr: Learning rate for optimizer. + patience: Patience for learning rate scheduler. + freeze_backbone: Freeze the backbone network to fine-tune the detection + head. - .. versionadded:: 0.4 - """ + .. versionchanged:: 0.4 + *detection_model* was renamed to *model*. - def config_task(self) -> None: - """Configures the task based on kwargs parameters passed to the constructor.""" - backbone_pretrained = self.hyperparams.get("pretrained", True) + .. versionadded:: 0.5 + The *freeze_backbone* parameter. + + .. versionchanged:: 0.5 + *pretrained*, *learning_rate*, and *learning_rate_schedule_patience* were + renamed to *weights*, *lr*, and *patience*. + """ + super().__init__() + + def configure_models(self) -> None: + """Initialize the model. - if self.hyperparams["backbone"] in BACKBONE_LAT_DIM_MAP: + Raises: + ValueError: If *model* or *backbone* are invalid. + """ + backbone: str = self.hparams["backbone"] + model: str = self.hparams["model"] + weights: Optional[bool] = self.hparams["weights"] + num_classes: int = self.hparams["num_classes"] + freeze_backbone: bool = self.hparams["freeze_backbone"] + + if backbone in BACKBONE_LAT_DIM_MAP: kwargs = { - "backbone_name": self.hyperparams["backbone"], - "trainable_layers": self.hyperparams.get("trainable_layers", 3), + "backbone_name": backbone, + "trainable_layers": self.hparams["trainable_layers"], } - if backbone_pretrained: - kwargs["weights"] = BACKBONE_WEIGHT_MAP[self.hyperparams["backbone"]] + if weights: + kwargs["weights"] = BACKBONE_WEIGHT_MAP[backbone] else: kwargs["weights"] = None - latent_dim = BACKBONE_LAT_DIM_MAP[self.hyperparams["backbone"]] + latent_dim = BACKBONE_LAT_DIM_MAP[backbone] else: - raise ValueError( - f"Backbone type '{self.hyperparams['backbone']}' is not valid." - ) + raise ValueError(f"Backbone type '{backbone}' is not valid.") - num_classes = self.hyperparams["num_classes"] - - if self.hyperparams["model"] == "faster-rcnn": - backbone = resnet_fpn_backbone(**kwargs) + if model == "faster-rcnn": + model_backbone = resnet_fpn_backbone(**kwargs) anchor_generator = AnchorGenerator( sizes=((32), (64), (128), (256), (512)), aspect_ratios=((0.5, 1.0, 2.0)) ) @@ -97,40 +135,40 @@ def config_task(self) -> None: featmap_names=["0", "1", "2", "3"], output_size=7, sampling_ratio=2 ) - if self.hyperparams.get("freeze_backbone", False): - for param in backbone.parameters(): + if freeze_backbone: + for param in model_backbone.parameters(): param.requires_grad = False self.model = torchvision.models.detection.FasterRCNN( - backbone, + model_backbone, num_classes, rpn_anchor_generator=anchor_generator, box_roi_pool=roi_pooler, ) - elif self.hyperparams["model"] == "fcos": + elif model == "fcos": kwargs["extra_blocks"] = feature_pyramid_network.LastLevelP6P7(256, 256) kwargs["norm_layer"] = ( - misc.FrozenBatchNorm2d if kwargs["weights"] else torch.nn.BatchNorm2d + misc.FrozenBatchNorm2d if weights else torch.nn.BatchNorm2d ) - backbone = resnet_fpn_backbone(**kwargs) + model_backbone = resnet_fpn_backbone(**kwargs) anchor_generator = AnchorGenerator( sizes=((8,), (16,), (32,), (64,), (128,), (256,)), aspect_ratios=((1.0,), (1.0,), (1.0,), (1.0,), (1.0,), (1.0,)), ) - if self.hyperparams.get("freeze_backbone", False): - for param in backbone.parameters(): + if freeze_backbone: + for param in model_backbone.parameters(): param.requires_grad = False self.model = torchvision.models.detection.FCOS( - backbone, num_classes, anchor_generator=anchor_generator + model_backbone, num_classes, anchor_generator=anchor_generator ) - elif self.hyperparams["model"] == "retinanet": + elif model == "retinanet": kwargs["extra_blocks"] = feature_pyramid_network.LastLevelP6P7( latent_dim, 256 ) - backbone = resnet_fpn_backbone(**kwargs) + model_backbone = resnet_fpn_backbone(**kwargs) anchor_sizes = ( (16, 20, 25), @@ -144,75 +182,44 @@ def config_task(self) -> None: anchor_generator = AnchorGenerator(anchor_sizes, aspect_ratios) head = RetinaNetHead( - backbone.out_channels, + model_backbone.out_channels, anchor_generator.num_anchors_per_location()[0], num_classes, norm_layer=partial(torch.nn.GroupNorm, 32), ) - if self.hyperparams.get("freeze_backbone", False): - for param in backbone.parameters(): + if freeze_backbone: + for param in model_backbone.parameters(): param.requires_grad = False self.model = torchvision.models.detection.RetinaNet( - backbone, num_classes, anchor_generator=anchor_generator, head=head + model_backbone, + num_classes, + anchor_generator=anchor_generator, + head=head, ) else: - raise ValueError(f"Model type '{self.hyperparams['model']}' is not valid.") - - def __init__(self, **kwargs: Any) -> None: - """Initialize the LightningModule with a model and loss function. - - Keyword Args: - model: Name of the detection model type to use - backbone: Name of the model backbone to use - in_channels: Number of channels in input image - num_classes: Number of semantic classes to predict - learning_rate: Learning rate for optimizer - learning_rate_schedule_patience: Patience for learning rate scheduler - freeze_backbone: Freeze the backbone network to fine-tune the detection head - - Raises: - ValueError: if kwargs arguments are invalid - - .. versionchanged:: 0.4 - The *detection_model* parameter was renamed to *model*. - - .. versionadded:: 0.5 - The *freeze_backbone* parameter. - """ - super().__init__() - # Creates `self.hparams` from kwargs - self.save_hyperparameters() - self.hyperparams = cast(dict[str, Any], self.hparams) - - self.config_task() + raise ValueError(f"Model type '{model}' is not valid.") + def configure_metrics(self) -> None: + """Initialize the performance metrics.""" metrics = MetricCollection([MeanAveragePrecision()]) self.val_metrics = metrics.clone(prefix="val_") self.test_metrics = metrics.clone(prefix="test_") - def forward(self, *args: Any, **kwargs: Any) -> Any: - """Forward pass of the model. - - Args: - x: tensor of data to run through the model - - Returns: - output from the model - """ - return self.model(*args, **kwargs) - - def training_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the training loss. + def training_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the training loss. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - training loss + The loss tensor. """ - batch = args[0] x = batch["image"] batch_size = x.shape[0] y = [ @@ -220,21 +227,20 @@ def training_step(self, *args: Any, **kwargs: Any) -> Tensor: for i in range(batch_size) ] loss_dict = self(x, y) - train_loss = sum(loss_dict.values()) - + train_loss: Tensor = sum(loss_dict.values()) self.log_dict(loss_dict) + return train_loss - return cast(Tensor, train_loss) - - def validation_step(self, *args: Any, **kwargs: Any) -> None: - """Compute validation loss and log example predictions. + def validation_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> None: + """Compute the validation metrics. Args: - batch: the output of your DataLoader - batch_idx: the index of this batch + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] - batch_idx = args[1] x = batch["image"] batch_size = x.shape[0] y = [ @@ -242,8 +248,7 @@ def validation_step(self, *args: Any, **kwargs: Any) -> None: for i in range(batch_size) ] y_hat = self(x) - - self.val_metrics.update(y_hat, y) + self.val_metrics(y_hat, y) if ( batch_idx < 10 @@ -273,7 +278,8 @@ def validation_step(self, *args: Any, **kwargs: Any) -> None: pass def on_validation_epoch_end(self) -> None: - """Logs epoch level validation metrics.""" + """Log epoch level validation metrics.""" + # TODO: why is this method necessary? metrics = self.val_metrics.compute() # https://github.com/Lightning-AI/torchmetrics/pull/1832#issuecomment-1623890714 @@ -282,13 +288,14 @@ def on_validation_epoch_end(self) -> None: self.log_dict(metrics) self.val_metrics.reset() - def test_step(self, *args: Any, **kwargs: Any) -> None: - """Compute test MAP. + def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: + """Compute the test metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] x = batch["image"] batch_size = x.shape[0] y = [ @@ -296,50 +303,21 @@ def test_step(self, *args: Any, **kwargs: Any) -> None: for i in range(batch_size) ] y_hat = self(x) - self.test_metrics.update(y_hat, y) - def on_test_epoch_end(self) -> None: - """Logs epoch level test metrics.""" - metrics = self.test_metrics.compute() - - # https://github.com/Lightning-AI/torchmetrics/pull/1832#issuecomment-1623890714 - metrics.pop("test_classes", None) - - self.log_dict(metrics) - self.test_metrics.reset() - - def predict_step(self, *args: Any, **kwargs: Any) -> list[dict[str, Tensor]]: - """Compute and return the predictions. + def predict_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> list[dict[str, Tensor]]: + """Compute the predicted bounding boxes. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - list of predicted boxes, labels and scores + Output predicted probabilities. """ - batch = args[0] x = batch["image"] y_hat: list[dict[str, Tensor]] = self(x) return y_hat - - def configure_optimizers(self) -> dict[str, Any]: - """Initialize the optimizer and learning rate scheduler. - - Returns: - learning rate dictionary - """ - optimizer = torch.optim.Adam( - self.model.parameters(), lr=self.hyperparams["learning_rate"] - ) - return { - "optimizer": optimizer, - "lr_scheduler": { - "scheduler": ReduceLROnPlateau( - optimizer, - mode="max", - patience=self.hyperparams["learning_rate_schedule_patience"], - ), - "monitor": "val_map", - }, - } diff --git a/torchgeo/trainers/moco.py b/torchgeo/trainers/moco.py index f5425390bdd..6b059d58c5e 100644 --- a/torchgeo/trainers/moco.py +++ b/torchgeo/trainers/moco.py @@ -6,7 +6,7 @@ import os import warnings from collections.abc import Sequence -from typing import Any, Optional, Union, cast +from typing import Any, Optional, Union import kornia.augmentation as K import timm @@ -17,7 +17,6 @@ from lightly.models.modules import MoCoProjectionHead from lightly.models.utils import deactivate_requires_grad, update_momentum from lightly.utils.scheduler import cosine_schedule -from lightning import LightningModule from torch import Tensor from torch.optim import SGD, AdamW, Optimizer from torch.optim.lr_scheduler import ( @@ -32,6 +31,7 @@ from ..models import get_weight from . import utils +from .base import BaseTask try: from torch.optim.lr_scheduler import LRScheduler @@ -118,7 +118,7 @@ def moco_augmentations( return aug1, aug2 -class MoCoTask(LightningModule): +class MoCoTask(BaseTask): """MoCo: Momentum Contrast. Reference implementations: @@ -135,6 +135,8 @@ class MoCoTask(LightningModule): .. versionadded:: 0.5 """ + monitor = "train_loss" + def __init__( self, model: str = "resnet50", @@ -160,7 +162,8 @@ def __init__( """Initialize a new MoCoTask instance. Args: - model: Name of the timm model to use. + model: Name of the `timm + `__ model to use. weights: Initial model weights. Either a weight enum, the string representation of a weight enum, True for ImageNet weights, False or None for random weights, or the path to a saved model state dict. @@ -198,8 +201,6 @@ def __init__( Warns: UserWarning: If hyperparameters do not match MoCo version requested. """ - super().__init__() - # Validate hyperparameters assert version in range(1, 4) if version == 1: @@ -216,13 +217,31 @@ def __init__( if memory_bank_size > 0: warnings.warn("MoCo v3 does not use a memory bank") - self.save_hyperparameters(ignore=["augmentation1", "augmentation2"]) + super().__init__() grayscale_weights = grayscale_weights or torch.ones(in_channels) aug1, aug2 = moco_augmentations(version, size, grayscale_weights) self.augmentation1 = augmentation1 or aug1 self.augmentation2 = augmentation2 or aug2 + def configure_losses(self) -> None: + """Initialize the loss criterion.""" + self.criterion = NTXentLoss( + self.hparams["temperature"], + self.hparams["memory_bank_size"], + self.hparams["gather_distributed"], + ) + + def configure_models(self) -> None: + """Initialize the model.""" + model: str = self.hparams["model"] + weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + in_channels: int = self.hparams["in_channels"] + version: int = self.hparams["version"] + layers: int = self.hparams["layers"] + hidden_dim: int = self.hparams["hidden_dim"] + output_dim: int = self.hparams["output_dim"] + # Create backbone self.backbone = timm.create_model( model, in_chans=in_channels, num_classes=0, pretrained=weights is True @@ -258,12 +277,52 @@ def __init__( output_dim, hidden_dim, output_dim, num_layers=2, batch_norm=batch_norm ) - # Define loss function - self.criterion = NTXentLoss(temperature, memory_bank_size, gather_distributed) - # Initialize moving average of output self.avg_output_std = 0.0 + def configure_optimizers(self) -> dict[str, Any]: + """Initialize the optimizer and learning rate scheduler. + + Returns: + Optimizer and learning rate scheduler. + """ + if self.hparams["version"] == 3: + optimizer: Optimizer = AdamW( + params=self.parameters(), + lr=self.hparams["lr"], + weight_decay=self.hparams["weight_decay"], + ) + warmup_epochs = 40 + max_epochs = 200 + if self.trainer and self.trainer.max_epochs: + max_epochs = self.trainer.max_epochs + scheduler: LRScheduler = SequentialLR( + optimizer, + schedulers=[ + LinearLR( + optimizer, + start_factor=1 / warmup_epochs, + total_iters=warmup_epochs, + ), + CosineAnnealingLR(optimizer, T_max=max_epochs), + ], + milestones=[warmup_epochs], + ) + else: + optimizer = SGD( + params=self.parameters(), + lr=self.hparams["lr"], + momentum=self.hparams["momentum"], + weight_decay=self.hparams["weight_decay"], + ) + scheduler = MultiStepLR( + optimizer=optimizer, milestones=self.hparams["schedule"] + ) + return { + "optimizer": optimizer, + "lr_scheduler": {"scheduler": scheduler, "monitor": self.monitor}, + } + def forward(self, x: Tensor) -> tuple[Tensor, Tensor]: """Forward pass of the model. @@ -271,15 +330,15 @@ def forward(self, x: Tensor) -> tuple[Tensor, Tensor]: x: Mini-batch of images. Returns: - Output from the model and backbone + Output of the model and backbone """ - h = self.backbone(x) + h: Tensor = self.backbone(x) q = h if self.hparams["version"] > 1: q = self.projection_head(q) if self.hparams["version"] == 3: q = self.prediction_head(q) - return cast(Tensor, q), cast(Tensor, h) + return q, h def forward_momentum(self, x: Tensor) -> Tensor: """Forward pass of the momentum model. @@ -290,10 +349,10 @@ def forward_momentum(self, x: Tensor) -> Tensor: Returns: Output from the momentum model. """ - k = self.backbone_momentum(x) + k: Tensor = self.backbone_momentum(x) if self.hparams["version"] > 1: k = self.projection_head_momentum(k) - return cast(Tensor, k) + return k def training_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 @@ -330,7 +389,7 @@ def training_step( with torch.no_grad(): update_momentum(self.backbone, self.backbone_momentum, m) k = self.forward_momentum(x2) - loss = self.criterion(q, k) + loss: Tensor = self.criterion(q, k) elif self.hparams["version"] == 2: q, h1 = self.forward(x1) with torch.no_grad(): @@ -360,7 +419,7 @@ def training_step( self.log("train_ssl_std", self.avg_output_std) self.log("train_loss", loss) - return cast(Tensor, loss) + return loss def validation_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 @@ -372,43 +431,3 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None def predict_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: """No-op, does nothing.""" - - def configure_optimizers(self) -> tuple[list[Optimizer], list[LRScheduler]]: - """Initialize the optimizer and learning rate scheduler. - - Returns: - Optimizer and learning rate scheduler. - """ - if self.hparams["version"] == 3: - optimizer: Optimizer = AdamW( - params=self.parameters(), - lr=self.hparams["lr"], - weight_decay=self.hparams["weight_decay"], - ) - warmup_epochs = 40 - max_epochs = 200 - if self.trainer and self.trainer.max_epochs: - max_epochs = self.trainer.max_epochs - lr_scheduler: LRScheduler = SequentialLR( - optimizer, - schedulers=[ - LinearLR( - optimizer, - start_factor=1 / warmup_epochs, - total_iters=warmup_epochs, - ), - CosineAnnealingLR(optimizer, T_max=max_epochs), - ], - milestones=[warmup_epochs], - ) - else: - optimizer = SGD( - params=self.parameters(), - lr=self.hparams["lr"], - momentum=self.hparams["momentum"], - weight_decay=self.hparams["weight_decay"], - ) - lr_scheduler = MultiStepLR( - optimizer=optimizer, milestones=self.hparams["schedule"] - ) - return [optimizer], [lr_scheduler] diff --git a/torchgeo/trainers/regression.py b/torchgeo/trainers/regression.py index ce62a64947a..2a47937a6a5 100644 --- a/torchgeo/trainers/regression.py +++ b/torchgeo/trainers/regression.py @@ -1,51 +1,120 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -"""Regression tasks.""" +"""Trainers for regression.""" import os -from typing import Any, cast +from typing import Any, Optional, Union import matplotlib.pyplot as plt import segmentation_models_pytorch as smp import timm import torch import torch.nn as nn -from lightning.pytorch import LightningModule from torch import Tensor -from torch.optim.lr_scheduler import ReduceLROnPlateau from torchmetrics import MeanAbsoluteError, MeanSquaredError, MetricCollection from torchvision.models._api import WeightsEnum from ..datasets import unbind_samples from ..models import FCN, get_weight from . import utils +from .base import BaseTask + + +class RegressionTask(BaseTask): + """Regression.""" + + target_key = "label" + + def __init__( + self, + model: str = "resnet50", + backbone: str = "resnet50", + weights: Optional[Union[WeightsEnum, str, bool]] = None, + in_channels: int = 3, + num_outputs: int = 1, + num_filters: int = 3, + loss: str = "mse", + lr: float = 1e-3, + patience: int = 10, + freeze_backbone: bool = False, + freeze_decoder: bool = False, + ) -> None: + """Initialize a new RegressionTask instance. + Args: + model: Name of the + `timm `__ or + `smp `__ model to use. + backbone: Name of the + `timm `__ or + `smp `__ backbone + to use. Only applicable to PixelwiseRegressionTask. + weights: Initial model weights. Either a weight enum, the string + representation of a weight enum, True for ImageNet weights, False + or None for random weights, or the path to a saved model state dict. + in_channels: Number of input channels to model. + num_outputs: Number of prediction outputs. + num_filters: Number of filters. Only applicable when model='fcn'. + loss: One of 'mse' or 'mae'. + lr: Learning rate for optimizer. + patience: Patience for learning rate scheduler. + freeze_backbone: Freeze the backbone network to linear probe + the regression head. Does not support FCN models. + freeze_decoder: Freeze the decoder network to linear probe + the regression head. Does not support FCN models. + Only applicable to PixelwiseRegressionTask. -class RegressionTask(LightningModule): - """LightningModule for training models on regression datasets. + .. versionchanged:: 0.4 + Change regression model support from torchvision.models to timm - Supports any available `Timm model - `_ - as an architecture choice. To see a list of available - models, you can do: + .. versionadded:: 0.5 + The *freeze_backbone* and *freeze_decoder* parameters. - .. code-block:: python + .. versionchanged:: 0.5 + *learning_rate* and *learning_rate_schedule_patience* were renamed to + *lr* and *patience*. + """ + super().__init__() - import timm - print(timm.list_models()) - """ + def configure_losses(self) -> None: + """Initialize the loss criterion. - target_key: str = "label" + Raises: + ValueError: If *loss* is invalid. + """ + loss: str = self.hparams["loss"] + if loss == "mse": + self.criterion: nn.Module = nn.MSELoss() + elif loss == "mae": + self.criterion = nn.L1Loss() + else: + raise ValueError( + f"Loss type '{loss}' is not valid. " + "Currently, supports 'mse' or 'mae' loss." + ) - def config_model(self) -> None: - """Configures the model based on kwargs parameters.""" + def configure_metrics(self) -> None: + """Initialize the performance metrics.""" + metrics = MetricCollection( + { + "RMSE": MeanSquaredError(squared=False), + "MSE": MeanSquaredError(squared=True), + "MAE": MeanAbsoluteError(), + } + ) + self.train_metrics = metrics.clone(prefix="train_") + self.val_metrics = metrics.clone(prefix="val_") + self.test_metrics = metrics.clone(prefix="test_") + + def configure_models(self) -> None: + """Initialize the model.""" # Create model - weights = self.hyperparams["weights"] + weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] self.model = timm.create_model( - self.hyperparams["model"], - num_classes=self.hyperparams["num_outputs"], - in_chans=self.hyperparams["in_channels"], + self.hparams["model"], + num_classes=self.hparams["num_outputs"], + in_chans=self.hparams["in_channels"], pretrained=weights is True, ) @@ -60,127 +129,56 @@ def config_model(self) -> None: self.model = utils.load_state_dict(self.model, state_dict) # Freeze backbone and unfreeze classifier head - if self.hyperparams.get("freeze_backbone", False): + if self.hparams["freeze_backbone"]: for param in self.model.parameters(): param.requires_grad = False for param in self.model.get_classifier().parameters(): param.requires_grad = True - def config_task(self) -> None: - """Configures the task based on kwargs parameters.""" - self.config_model() - - self.loss: nn.Module - if self.hyperparams["loss"] == "mse": - self.loss = nn.MSELoss() - elif self.hyperparams["loss"] == "mae": - self.loss = nn.L1Loss() - else: - raise ValueError( - f"Loss type '{self.hyperparams['loss']}' is not valid. " - f"Currently, supports 'mse' or 'mae' loss." - ) - - def __init__(self, **kwargs: Any) -> None: - """Initialize a new LightningModule for training simple regression models. - - Keyword Args: - model: Name of the timm model to use - weights: Either a weight enum, the string representation of a weight enum, - True for ImageNet weights, False or None for random weights, - or the path to a saved model state dict. - num_outputs: Number of prediction outputs - in_channels: Number of input channels to model - learning_rate: Learning rate for optimizer - learning_rate_schedule_patience: Patience for learning rate scheduler - freeze_backbone: Freeze the backbone network to linear probe - the regression head. Does not support FCN models. - freeze_decoder: Freeze the decoder network to linear probe - the regression head. Does not support FCN models. - Only applicable to PixelwiseRegressionTask. - - .. versionchanged:: 0.4 - Change regression model support from torchvision.models to timm - - .. versionadded:: 0.5 - The *freeze_backbone* and *freeze_decoder* parameters. - """ - super().__init__() - - # Creates `self.hparams` from kwargs - self.save_hyperparameters() - self.hyperparams = cast(dict[str, Any], self.hparams) - self.config_task() - - self.train_metrics = MetricCollection( - { - "RMSE": MeanSquaredError(squared=False), - "MSE": MeanSquaredError(squared=True), - "MAE": MeanAbsoluteError(), - }, - prefix="train_", - ) - self.val_metrics = self.train_metrics.clone(prefix="val_") - self.test_metrics = self.train_metrics.clone(prefix="test_") - - def forward(self, *args: Any, **kwargs: Any) -> Any: - """Forward pass of the model. - - Args: - x: tensor of data to run through the model - - Returns: - output from the model - """ - return self.model(*args, **kwargs) - - def training_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the training loss. + def training_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the training loss and additional metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - training loss + The loss tensor. """ - batch = args[0] x = batch["image"] - y = batch[self.target_key] + # TODO: remove .to(...) once we have a real pixelwise regression dataset + y = batch[self.target_key].to(torch.float) y_hat = self(x) - if y_hat.ndim != y.ndim: y = y.unsqueeze(dim=1) - - loss: Tensor = self.loss(y_hat, y.to(torch.float)) - self.log("train_loss", loss) # logging to TensorBoard - self.train_metrics(y_hat, y.to(torch.float)) + loss: Tensor = self.criterion(y_hat, y) + self.log("train_loss", loss) + self.train_metrics(y_hat, y) return loss - def on_train_epoch_end(self) -> None: - """Logs epoch-level training metrics.""" - self.log_dict(self.train_metrics.compute()) - self.train_metrics.reset() - - def validation_step(self, *args: Any, **kwargs: Any) -> None: - """Compute validation loss and log example predictions. + def validation_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> None: + """Compute the validation loss and additional metrics. Args: - batch: the output of your DataLoader - batch_idx: the index of this batch + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] - batch_idx = args[1] x = batch["image"] - y = batch[self.target_key] + # TODO: remove .to(...) once we have a real pixelwise regression dataset + y = batch[self.target_key].to(torch.float) y_hat = self(x) - if y_hat.ndim != y.ndim: y = y.unsqueeze(dim=1) - - loss = self.loss(y_hat, y.to(torch.float)) + loss = self.criterion(y_hat, y) self.log("val_loss", loss) - self.val_metrics(y_hat, y.to(torch.float)) + self.val_metrics(y_hat, y) if ( batch_idx < 10 @@ -207,112 +205,81 @@ def validation_step(self, *args: Any, **kwargs: Any) -> None: except ValueError: pass - def on_validation_epoch_end(self) -> None: - """Logs epoch level validation metrics.""" - self.log_dict(self.val_metrics.compute()) - self.val_metrics.reset() - - def test_step(self, *args: Any, **kwargs: Any) -> None: - """Compute test loss. + def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: + """Compute the test loss and additional metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] x = batch["image"] - y = batch[self.target_key] + # TODO: remove .to(...) once we have a real pixelwise regression dataset + y = batch[self.target_key].to(torch.float) y_hat = self(x) - if y_hat.ndim != y.ndim: y = y.unsqueeze(dim=1) - - loss = self.loss(y_hat, y.to(torch.float)) + loss = self.criterion(y_hat, y) self.log("test_loss", loss) - self.test_metrics(y_hat, y.to(torch.float)) + self.test_metrics(y_hat, y) - def on_test_epoch_end(self) -> None: - """Logs epoch level test metrics.""" - self.log_dict(self.test_metrics.compute()) - self.test_metrics.reset() - - def predict_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the predictions. + def predict_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the predicted regression values. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. + Returns: - predicted values + Output predicted probabilities. """ - batch = args[0] x = batch["image"] y_hat: Tensor = self(x) return y_hat - def configure_optimizers(self) -> dict[str, Any]: - """Initialize the optimizer and learning rate scheduler. - - Returns: - learning rate dictionary - """ - optimizer = torch.optim.AdamW( - self.model.parameters(), lr=self.hyperparams["learning_rate"] - ) - return { - "optimizer": optimizer, - "lr_scheduler": { - "scheduler": ReduceLROnPlateau( - optimizer, - patience=self.hyperparams["learning_rate_schedule_patience"], - ), - "monitor": "val_loss", - }, - } - class PixelwiseRegressionTask(RegressionTask): """LightningModule for pixelwise regression of images. - Supports `Segmentation Models Pytorch - `_ - as an architecture choice in combination with any of these - `TIMM backbones `_. - .. versionadded:: 0.5 """ - target_key: str = "mask" + target_key = "mask" - def config_model(self) -> None: - """Configures the model based on kwargs parameters.""" - weights = self.hyperparams["weights"] + def configure_models(self) -> None: + """Initialize the model.""" + weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] - if self.hyperparams["model"] == "unet": + if self.hparams["model"] == "unet": self.model = smp.Unet( - encoder_name=self.hyperparams["backbone"], + encoder_name=self.hparams["backbone"], encoder_weights="imagenet" if weights is True else None, - in_channels=self.hyperparams["in_channels"], + in_channels=self.hparams["in_channels"], classes=1, ) - elif self.hyperparams["model"] == "deeplabv3+": + elif self.hparams["model"] == "deeplabv3+": self.model = smp.DeepLabV3Plus( - encoder_name=self.hyperparams["backbone"], + encoder_name=self.hparams["backbone"], encoder_weights="imagenet" if weights is True else None, - in_channels=self.hyperparams["in_channels"], + in_channels=self.hparams["in_channels"], classes=1, ) - elif self.hyperparams["model"] == "fcn": + elif self.hparams["model"] == "fcn": self.model = FCN( - in_channels=self.hyperparams["in_channels"], + in_channels=self.hparams["in_channels"], classes=1, - num_filters=self.hyperparams["num_filters"], + num_filters=self.hparams["num_filters"], ) else: raise ValueError( - f"Model type '{self.hyperparams['model']}' is not valid. " - f"Currently, only supports 'unet', 'deeplabv3+' and 'fcn'." + f"Model type '{self.hparams['model']}' is not valid. " + "Currently, only supports 'unet', 'deeplabv3+' and 'fcn'." ) - if self.hyperparams["model"] != "fcn": + if self.hparams["model"] != "fcn": if weights and weights is not True: if isinstance(weights, WeightsEnum): state_dict = weights.get_state_dict(progress=True) @@ -323,15 +290,17 @@ def config_model(self) -> None: self.model.encoder.load_state_dict(state_dict) # Freeze backbone - if self.hyperparams.get("freeze_backbone", False) and self.hyperparams[ - "model" - ] in ["unet", "deeplabv3+"]: + if self.hparams.get("freeze_backbone", False) and self.hparams["model"] in [ + "unet", + "deeplabv3+", + ]: for param in self.model.encoder.parameters(): param.requires_grad = False # Freeze decoder - if self.hyperparams.get("freeze_decoder", False) and self.hyperparams[ - "model" - ] in ["unet", "deeplabv3+"]: + if self.hparams.get("freeze_decoder", False) and self.hparams["model"] in [ + "unet", + "deeplabv3+", + ]: for param in self.model.decoder.parameters(): param.requires_grad = False diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py index e0497de1b9c..8497436d305 100644 --- a/torchgeo/trainers/segmentation.py +++ b/torchgeo/trainers/segmentation.py @@ -1,19 +1,16 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -"""Segmentation tasks.""" +"""Trainers for semantic segmentation.""" import os import warnings -from typing import Any, cast +from typing import Any, Optional, Union import matplotlib.pyplot as plt import segmentation_models_pytorch as smp -import torch import torch.nn as nn -from lightning.pytorch import LightningModule from torch import Tensor -from torch.optim.lr_scheduler import ReduceLROnPlateau from torchmetrics import MetricCollection from torchmetrics.classification import MulticlassAccuracy, MulticlassJaccardIndex from torchvision.models._api import WeightsEnum @@ -21,74 +18,169 @@ from ..datasets.utils import unbind_samples from ..models import FCN, get_weight from . import utils +from .base import BaseTask + + +class SemanticSegmentationTask(BaseTask): + """Semantic Segmentation.""" + + def __init__( + self, + model: str = "unet", + backbone: str = "resnet50", + weights: Optional[Union[WeightsEnum, str, bool]] = None, + in_channels: int = 3, + num_classes: int = 1000, + num_filters: int = 3, + loss: str = "ce", + class_weights: Optional[Tensor] = None, + ignore_index: Optional[int] = None, + lr: float = 1e-3, + patience: int = 10, + freeze_backbone: bool = False, + freeze_decoder: bool = False, + ) -> None: + """Inititalize a new SemanticSegmentationTask instance. + Args: + model: Name of the + `smp `__ model to use. + backbone: Name of the `timm + `__ or `smp + `__ backbone to use. + weights: Initial model weights. Either a weight enum, the string + representation of a weight enum, True for ImageNet weights, False or + None for random weights, or the path to a saved model state dict. FCN + model does not support pretrained weights. Pretrained ViT weight enums + are not supported yet. + in_channels: Number of input channels to model. + num_classes: Number of prediction classes. + num_filters: Number of filters. Only applicable when model='fcn'. + loss: Name of the loss function, currently supports + 'ce', 'jaccard' or 'focal' loss. + class_weights: Optional rescaling weight given to each + class and used with 'ce' loss. + ignore_index: Optional integer class index to ignore in the loss and + metrics. + lr: Learning rate for optimizer. + patience: Patience for learning rate scheduler. + freeze_backbone: Freeze the backbone network to fine-tune the + decoder and segmentation head. + freeze_decoder: Freeze the decoder network to linear probe + the segmentation head. -class SemanticSegmentationTask(LightningModule): - """LightningModule for semantic segmentation of images. + Warns: + UserWarning: When loss='jaccard' and ignore_index is specified. - Supports `Segmentation Models Pytorch - `_ - as an architecture choice in combination with any of these - `TIMM backbones `_. - """ + .. versionchanged:: 0.3 + *ignore_zeros* was renamed to *ignore_index*. - def config_task(self) -> None: - """Configures the task based on kwargs parameters passed to the constructor.""" - weights = self.hyperparams["weights"] + .. versionchanged:: 0.4 + *segmentation_model*, *encoder_name*, and *encoder_weights* + were renamed to *model*, *backbone*, and *weights*. - if self.hyperparams["model"] == "unet": - self.model = smp.Unet( - encoder_name=self.hyperparams["backbone"], - encoder_weights="imagenet" if weights is True else None, - in_channels=self.hyperparams["in_channels"], - classes=self.hyperparams["num_classes"], + .. versionadded: 0.5 + The *class_weights*, *freeze_backbone*, and *freeze_decoder* parameters. + + .. versionchanged:: 0.5 + The *weights* parameter now supports WeightEnums and checkpoint paths. + *learning_rate* and *learning_rate_schedule_patience* were renamed to + *lr* and *patience*. + """ + if ignore_index is not None and loss == "jaccard": + warnings.warn( + "ignore_index has no effect on training when loss='jaccard'", + UserWarning, ) - elif self.hyperparams["model"] == "deeplabv3+": - self.model = smp.DeepLabV3Plus( - encoder_name=self.hyperparams["backbone"], - encoder_weights="imagenet" if weights is True else None, - in_channels=self.hyperparams["in_channels"], - classes=self.hyperparams["num_classes"], + + super().__init__() + + def configure_losses(self) -> None: + """Initialize the loss criterion. + + Raises: + ValueError: If *loss* is invalid. + """ + loss: str = self.hparams["loss"] + ignore_index = self.hparams["ignore_index"] + if loss == "ce": + ignore_value = -1000 if ignore_index is None else ignore_index + self.criterion = nn.CrossEntropyLoss( + ignore_index=ignore_value, weight=self.hparams["class_weights"] ) - elif self.hyperparams["model"] == "fcn": - self.model = FCN( - in_channels=self.hyperparams["in_channels"], - classes=self.hyperparams["num_classes"], - num_filters=self.hyperparams["num_filters"], + elif loss == "jaccard": + self.criterion = smp.losses.JaccardLoss( + mode="multiclass", classes=self.hparams["num_classes"] + ) + elif loss == "focal": + self.criterion = smp.losses.FocalLoss( + "multiclass", ignore_index=ignore_index, normalized=True ) else: raise ValueError( - f"Model type '{self.hyperparams['model']}' is not valid. " - f"Currently, only supports 'unet', 'deeplabv3+' and 'fcn'." + f"Loss type '{loss}' is not valid. " + "Currently, supports 'ce', 'jaccard' or 'focal' loss." ) - if self.hyperparams["loss"] == "ce": - ignore_value = -1000 if self.ignore_index is None else self.ignore_index + def configure_metrics(self) -> None: + """Initialize the performance metrics.""" + num_classes: int = self.hparams["num_classes"] + ignore_index: Optional[int] = self.hparams["ignore_index"] + metrics = MetricCollection( + [ + MulticlassAccuracy( + num_classes=num_classes, + ignore_index=ignore_index, + multidim_average="global", + average="micro", + ), + MulticlassJaccardIndex( + num_classes=num_classes, ignore_index=ignore_index, average="micro" + ), + ] + ) + self.train_metrics = metrics.clone(prefix="train_") + self.val_metrics = metrics.clone(prefix="val_") + self.test_metrics = metrics.clone(prefix="test_") - class_weights = None - if isinstance(self.class_weights, torch.Tensor): - class_weights = self.class_weights.to(dtype=torch.float32) - elif hasattr(self.class_weights, "__array__") or self.class_weights: - class_weights = torch.tensor(self.class_weights, dtype=torch.float32) + def configure_models(self) -> None: + """Initialize the model. - self.loss = nn.CrossEntropyLoss( - ignore_index=ignore_value, weight=class_weights + Raises: + ValueError: If *model* is invalid. + """ + model: str = self.hparams["model"] + backbone: str = self.hparams["backbone"] + weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + in_channels: int = self.hparams["in_channels"] + num_classes: int = self.hparams["num_classes"] + num_filters: int = self.hparams["num_filters"] + + if model == "unet": + self.model = smp.Unet( + encoder_name=backbone, + encoder_weights="imagenet" if weights is True else None, + in_channels=in_channels, + classes=num_classes, ) - elif self.hyperparams["loss"] == "jaccard": - self.loss = smp.losses.JaccardLoss( - mode="multiclass", classes=self.hyperparams["num_classes"] + elif model == "deeplabv3+": + self.model = smp.DeepLabV3Plus( + encoder_name=backbone, + encoder_weights="imagenet" if weights is True else None, + in_channels=in_channels, + classes=num_classes, ) - elif self.hyperparams["loss"] == "focal": - self.loss = smp.losses.FocalLoss( - "multiclass", ignore_index=self.ignore_index, normalized=True + elif model == "fcn": + self.model = FCN( + in_channels=in_channels, classes=num_classes, num_filters=num_filters ) else: raise ValueError( - f"Loss type '{self.hyperparams['loss']}' is not valid. " - f"Currently, supports 'ce', 'jaccard' or 'focal' loss." + f"Model type '{model}' is not valid. " + "Currently, only supports 'unet', 'deeplabv3+' and 'fcn'." ) - if self.hyperparams["model"] != "fcn": + if model != "fcn": if weights and weights is not True: if isinstance(weights, WeightsEnum): state_dict = weights.get_state_dict(progress=True) @@ -99,156 +191,53 @@ def config_task(self) -> None: self.model.encoder.load_state_dict(state_dict) # Freeze backbone - if self.hyperparams.get("freeze_backbone", False) and self.hyperparams[ - "model" - ] in ["unet", "deeplabv3+"]: + if self.hparams["freeze_backbone"] and model in ["unet", "deeplabv3+"]: for param in self.model.encoder.parameters(): param.requires_grad = False # Freeze decoder - if self.hyperparams.get("freeze_decoder", False) and self.hyperparams[ - "model" - ] in ["unet", "deeplabv3+"]: + if self.hparams["freeze_decoder"] and model in ["unet", "deeplabv3+"]: for param in self.model.decoder.parameters(): param.requires_grad = False - def __init__(self, **kwargs: Any) -> None: - """Initialize the LightningModule with a model and loss function. - - Keyword Args: - model: Name of the segmentation model type to use - backbone: Name of the timm backbone to use - weights: Either a weight enum, the string representation of a weight enum, - True for ImageNet weights, False or None for random weights, - or the path to a saved model state dict. FCN model does not support - pretrained weights. Pretrained ViT weight enums are not supported yet. - in_channels: Number of channels in input image - num_classes: Number of semantic classes to predict - loss: Name of the loss function, currently supports - 'ce', 'jaccard' or 'focal' loss - class_weights: Optional rescaling weight given to each - class and used with 'ce' loss - ignore_index: Optional integer class index to ignore in the loss and metrics - learning_rate: Learning rate for optimizer - learning_rate_schedule_patience: Patience for learning rate scheduler - freeze_backbone: Freeze the backbone network to fine-tune the - decoder and segmentation head - freeze_decoder: Freeze the decoder network to linear probe - the segmentation head - - Raises: - ValueError: if kwargs arguments are invalid - - .. versionchanged:: 0.3 - The *ignore_zeros* parameter was renamed to *ignore_index*. - - .. versionchanged:: 0.4 - The *segmentation_model* parameter was renamed to *model*, - *encoder_name* renamed to *backbone*, and - *encoder_weights* to *weights*. - - .. versionadded: 0.5 - The *class_weights*, *freeze_backbone*, - and *freeze_decoder* parameters. - - .. versionchanged:: 0.5 - The *weights* parameter now supports WeightEnums and checkpoint paths. - - """ - super().__init__() - - # Creates `self.hparams` from kwargs - self.save_hyperparameters() - self.hyperparams = cast(dict[str, Any], self.hparams) - - if not isinstance(kwargs["ignore_index"], (int, type(None))): - raise ValueError("ignore_index must be an int or None") - if (kwargs["ignore_index"] is not None) and (kwargs["loss"] == "jaccard"): - warnings.warn( - "ignore_index has no effect on training when loss='jaccard'", - UserWarning, - ) - self.ignore_index = kwargs["ignore_index"] - self.class_weights = kwargs.get("class_weights", None) - - self.config_task() - - self.train_metrics = MetricCollection( - [ - MulticlassAccuracy( - num_classes=self.hyperparams["num_classes"], - ignore_index=self.ignore_index, - multidim_average="global", - average="micro", - ), - MulticlassJaccardIndex( - num_classes=self.hyperparams["num_classes"], - ignore_index=self.ignore_index, - average="micro", - ), - ], - prefix="train_", - ) - self.val_metrics = self.train_metrics.clone(prefix="val_") - self.test_metrics = self.train_metrics.clone(prefix="test_") - - def forward(self, *args: Any, **kwargs: Any) -> Any: - """Forward pass of the model. + def training_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the training loss and additional metrics. Args: - x: tensor of data to run through the model + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - output from the model + The loss tensor. """ - return self.model(*args, **kwargs) - - def training_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the training loss. - - Args: - batch: the output of your DataLoader - - Returns: - training loss - """ - batch = args[0] x = batch["image"] y = batch["mask"] y_hat = self(x) y_hat_hard = y_hat.argmax(dim=1) - - loss = self.loss(y_hat, y) - - # by default, the train step logs every `log_every_n_steps` steps where - # `log_every_n_steps` is a parameter to the `Trainer` object - self.log("train_loss", loss, on_step=True, on_epoch=False) + loss: Tensor = self.criterion(y_hat, y) + self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) + return loss - return cast(Tensor, loss) - - def on_train_epoch_end(self) -> None: - """Logs epoch level training metrics.""" - self.log_dict(self.train_metrics.compute()) - self.train_metrics.reset() - - def validation_step(self, *args: Any, **kwargs: Any) -> None: - """Compute validation loss and log example predictions. + def validation_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> None: + """Compute the validation loss and additional metrics. Args: - batch: the output of your DataLoader - batch_idx: the index of this batch + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] - batch_idx = args[1] x = batch["image"] y = batch["mask"] y_hat = self(x) y_hat_hard = y_hat.argmax(dim=1) - - loss = self.loss(y_hat, y) - - self.log("val_loss", loss, on_step=False, on_epoch=True) + loss = self.criterion(y_hat, y) + self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) if ( @@ -273,69 +262,35 @@ def validation_step(self, *args: Any, **kwargs: Any) -> None: except ValueError: pass - def on_validation_epoch_end(self) -> None: - """Logs epoch level validation metrics.""" - self.log_dict(self.val_metrics.compute()) - self.val_metrics.reset() - - def test_step(self, *args: Any, **kwargs: Any) -> None: - """Compute test loss. + def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: + """Compute the test loss and additional metrics. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. """ - batch = args[0] x = batch["image"] y = batch["mask"] y_hat = self(x) y_hat_hard = y_hat.argmax(dim=1) - - loss = self.loss(y_hat, y) - - # by default, the test and validation steps only log per *epoch* - self.log("test_loss", loss, on_step=False, on_epoch=True) + loss = self.criterion(y_hat, y) + self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) - def on_test_epoch_end(self) -> None: - """Logs epoch level test metrics.""" - self.log_dict(self.test_metrics.compute()) - self.test_metrics.reset() - - def predict_step(self, *args: Any, **kwargs: Any) -> Tensor: - """Compute and return the predictions. - - By default, this will loop over images in a dataloader and aggregate - predictions into a list. This may not be desirable if you have many images - or large images which could cause out of memory errors. In this case - it's recommended to override this with a custom predict_step. + def predict_step( + self, batch: Any, batch_idx: int, dataloader_idx: int = 0 + ) -> Tensor: + """Compute the predicted class probabilities. Args: - batch: the output of your DataLoader + batch: The output of your DataLoader. + batch_idx: Integer displaying index of this batch. + dataloader_idx: Index of the current dataloader. Returns: - predicted softmax probabilities + Output predicted probabilities. """ - batch = args[0] x = batch["image"] y_hat: Tensor = self(x).softmax(dim=1) return y_hat - - def configure_optimizers(self) -> dict[str, Any]: - """Initialize the optimizer and learning rate scheduler. - - Returns: - learning rate dictionary - """ - optimizer = torch.optim.Adam( - self.model.parameters(), lr=self.hyperparams["learning_rate"] - ) - return { - "optimizer": optimizer, - "lr_scheduler": { - "scheduler": ReduceLROnPlateau( - optimizer, - patience=self.hyperparams["learning_rate_schedule_patience"], - ), - "monitor": "val_loss", - }, - } diff --git a/torchgeo/trainers/simclr.py b/torchgeo/trainers/simclr.py index 1dd546f7c26..ca4ab679713 100644 --- a/torchgeo/trainers/simclr.py +++ b/torchgeo/trainers/simclr.py @@ -5,7 +5,7 @@ import os import warnings -from typing import Any, Optional, Union, cast +from typing import Any, Optional, Union import kornia.augmentation as K import timm @@ -14,9 +14,8 @@ import torch.nn.functional as F from lightly.loss import NTXentLoss from lightly.models.modules import SimCLRProjectionHead -from lightning import LightningModule from torch import Tensor -from torch.optim import Adam, Optimizer +from torch.optim import Adam from torch.optim.lr_scheduler import CosineAnnealingLR, LinearLR, SequentialLR from torchvision.models._api import WeightsEnum @@ -24,11 +23,7 @@ from ..models import get_weight from . import utils - -try: - from torch.optim.lr_scheduler import LRScheduler -except ImportError: - from torch.optim.lr_scheduler import _LRScheduler as LRScheduler +from .base import BaseTask def simclr_augmentations(size: int, weights: Tensor) -> nn.Module: @@ -57,7 +52,7 @@ def simclr_augmentations(size: int, weights: Tensor) -> nn.Module: ) -class SimCLRTask(LightningModule): +class SimCLRTask(BaseTask): """SimCLR: a simple framework for contrastive learning of visual representations. Reference implementation: @@ -72,6 +67,8 @@ class SimCLRTask(LightningModule): .. versionadded:: 0.5 """ + monitor = "train_loss" + def __init__( self, model: str = "resnet50", @@ -93,7 +90,8 @@ def __init__( """Initialize a new SimCLRTask instance. Args: - model: Name of the timm model to use. + model: Name of the `timm + `__ model to use. weights: Initial model weights. Either a weight enum, the string representation of a weight enum, True for ImageNet weights, False or None for random weights, or the path to a saved model state dict. @@ -122,8 +120,6 @@ def __init__( Warns: UserWarning: If hyperparameters do not match SimCLR version requested. """ - super().__init__() - # Validate hyperparameters assert version in range(1, 3) if version == 1: @@ -137,16 +133,33 @@ def __init__( if memory_bank_size == 0: warnings.warn("SimCLR v2 uses a memory bank") - self.save_hyperparameters(ignore=["augmentations"]) + super().__init__() grayscale_weights = grayscale_weights or torch.ones(in_channels) self.augmentations = augmentations or simclr_augmentations( size, grayscale_weights ) + def configure_losses(self) -> None: + """Initialize the loss criterion.""" + self.criterion = NTXentLoss( + self.hparams["temperature"], + self.hparams["memory_bank_size"], + self.hparams["gather_distributed"], + ) + + def configure_models(self) -> None: + """Initialize the model.""" + weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + hidden_dim: int = self.hparams["hidden_dim"] + output_dim: int = self.hparams["output_dim"] + # Create backbone self.backbone = timm.create_model( - model, in_chans=in_channels, num_classes=0, pretrained=weights is True + self.hparams["model"], + in_chans=self.hparams["in_channels"], + num_classes=0, + pretrained=weights is True, ) # Load weights @@ -167,12 +180,9 @@ def __init__( output_dim = input_dim self.projection_head = SimCLRProjectionHead( - input_dim, hidden_dim, output_dim, layers + input_dim, hidden_dim, output_dim, self.hparams["layers"] ) - # Define loss function - self.criterion = NTXentLoss(temperature, memory_bank_size, gather_distributed) - # Initialize moving average of output self.avg_output_std = 0.0 @@ -187,11 +197,11 @@ def forward(self, x: Tensor) -> tuple[Tensor, Tensor]: x: Mini-batch of images. Returns: - Output from the model and backbone. + Output of the model and backbone. """ - h = self.backbone(x) # shape of batch_size x num_features + h: Tensor = self.backbone(x) # shape of batch_size x num_features z = self.projection_head(h) - return cast(Tensor, z), cast(Tensor, h) + return z, h def training_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 @@ -205,10 +215,13 @@ def training_step( Returns: The loss tensor. + + Raises: + AssertionError: If channel dimensions are incorrect. """ x = batch["image"] - in_channels = self.hparams["in_channels"] + in_channels: int = self.hparams["in_channels"] assert x.size(1) == in_channels or x.size(1) == 2 * in_channels if x.size(1) == in_channels: @@ -225,7 +238,7 @@ def training_step( z1, h1 = self(x1) z2, h2 = self(x2) - loss = self.criterion(z1, z2) + loss: Tensor = self.criterion(z1, z2) # Calculate the mean normalized standard deviation over features dimensions. # If this is << 1 / sqrt(h1.shape[1]), then the model is not learning anything. @@ -238,7 +251,7 @@ def training_step( self.log("train_ssl_std", self.avg_output_std) self.log("train_loss", loss) - return cast(Tensor, loss) + return loss def validation_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 @@ -253,7 +266,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None def predict_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: """No-op, does nothing.""" - def configure_optimizers(self) -> tuple[list[Optimizer], list[LRScheduler]]: + def configure_optimizers(self) -> dict[str, Any]: """Initialize the optimizer and learning rate scheduler. Returns: @@ -272,7 +285,7 @@ def configure_optimizers(self) -> tuple[list[Optimizer], list[LRScheduler]]: warmup_epochs = 10 else: warmup_epochs = int(max_epochs * 0.05) - lr_scheduler = SequentialLR( + scheduler = SequentialLR( optimizer, schedulers=[ LinearLR(optimizer, total_iters=warmup_epochs), @@ -280,4 +293,7 @@ def configure_optimizers(self) -> tuple[list[Optimizer], list[LRScheduler]]: ], milestones=[warmup_epochs], ) - return [optimizer], [lr_scheduler] + return { + "optimizer": optimizer, + "lr_scheduler": {"scheduler": scheduler, "monitor": self.monitor}, + } From d19b899e739c441a0de639161dd5f512ddfbb246 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 12 Sep 2023 17:37:02 -0500 Subject: [PATCH 006/113] Bump lightly from 1.4.17 to 1.4.18 in /requirements (#1562) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 8d474a15cd8..f87892fd685 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -5,7 +5,7 @@ setuptools==68.2.0 einops==0.6.1 fiona==1.9.4.post1 kornia==0.7.0 -lightly==1.4.17 +lightly==1.4.18 lightning==2.0.8 matplotlib==3.7.2 numpy==1.25.2 From e2b06c83b8e7b9f73e78aa192ce5c55698060a0e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 12 Sep 2023 17:37:25 -0500 Subject: [PATCH 007/113] Bump matplotlib from 3.7.2 to 3.7.3 in /requirements (#1561) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index f87892fd685..4c769721700 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -7,7 +7,7 @@ fiona==1.9.4.post1 kornia==0.7.0 lightly==1.4.18 lightning==2.0.8 -matplotlib==3.7.2 +matplotlib==3.7.3 numpy==1.25.2 pillow==10.0.0 pyproj==3.6.0 From a5246738c3531bfa331d2f8cf3f7de4e6ee86f0f Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 14 Sep 2023 11:14:44 -0500 Subject: [PATCH 008/113] Bump ipywidgets from 8.1.0 to 8.1.1 in /requirements (#1563) Bumps [ipywidgets](https://github.com/jupyter-widgets/ipywidgets) from 8.1.0 to 8.1.1. - [Release notes](https://github.com/jupyter-widgets/ipywidgets/releases) - [Commits](https://github.com/jupyter-widgets/ipywidgets/compare/8.1.0...8.1.1) --- updated-dependencies: - dependency-name: ipywidgets dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/docs.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/docs.txt b/requirements/docs.txt index 61344db5686..898ddd75ed4 100644 --- a/requirements/docs.txt +++ b/requirements/docs.txt @@ -1,4 +1,4 @@ # docs -ipywidgets==8.1.0 +ipywidgets==8.1.1 nbsphinx==0.9.3 sphinx==5.3.0 From 4c53f024330d0cb46e22fadc56bbbdbf44adfdf2 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 15 Sep 2023 17:31:09 -0500 Subject: [PATCH 009/113] Bump pillow from 10.0.0 to 10.0.1 in /requirements (#1565) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 4c769721700..40e28d6ddba 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -9,7 +9,7 @@ lightly==1.4.18 lightning==2.0.8 matplotlib==3.7.3 numpy==1.25.2 -pillow==10.0.0 +pillow==10.0.1 pyproj==3.6.0 rasterio==1.3.8 rtree==1.0.1 From 6f72f1c6ff79c78a84606900cd0bb6b037bd1d24 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 18 Sep 2023 20:18:30 +0000 Subject: [PATCH 010/113] Bump lightning from 2.0.8 to 2.0.9 in /requirements (#1564) --- .pre-commit-config.yaml | 2 +- docs/conf.py | 1 + requirements/required.txt | 2 +- torchgeo/trainers/base.py | 5 ++++- torchgeo/trainers/moco.py | 5 ++++- torchgeo/trainers/simclr.py | 5 ++++- 6 files changed, 15 insertions(+), 5 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index ba1822abf78..0425859931d 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -34,5 +34,5 @@ repos: hooks: - id: mypy args: [--strict, --ignore-missing-imports, --show-error-codes] - additional_dependencies: [torch>=2, torchmetrics>=0.10, lightning>=2.0.3, pytest>=6.1.2, pyvista>=0.29, omegaconf>=2.0.1, hydra-core>=1, kornia>=0.6.5, numpy>=1.22] + additional_dependencies: [torch>=2, torchmetrics>=0.10, lightning>=2.0.9, pytest>=6.1.2, pyvista>=0.29, omegaconf>=2.0.1, hydra-core>=1, kornia>=0.6.5, numpy>=1.22] exclude: (build|data|dist|logo|logs|output)/ diff --git a/docs/conf.py b/docs/conf.py index 44514ff9419..e62e91172d8 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -59,6 +59,7 @@ # Undocumented classes ("py:class", "kornia.augmentation._2d.intensity.base.IntensityAugmentationBase2D"), ("py:class", "kornia.augmentation.base._AugmentationBase"), + ("py:class", "lightning.pytorch.utilities.types.OptimizerLRSchedulerConfig"), ("py:class", "segmentation_models_pytorch.base.model.SegmentationModel"), ("py:class", "timm.models.resnet.ResNet"), ("py:class", "timm.models.vision_transformer.VisionTransformer"), diff --git a/requirements/required.txt b/requirements/required.txt index 40e28d6ddba..e8a86723353 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -6,7 +6,7 @@ einops==0.6.1 fiona==1.9.4.post1 kornia==0.7.0 lightly==1.4.18 -lightning==2.0.8 +lightning==2.0.9 matplotlib==3.7.3 numpy==1.25.2 pillow==10.0.1 diff --git a/torchgeo/trainers/base.py b/torchgeo/trainers/base.py index 4c63f7d9699..ff574d5b7f0 100644 --- a/torchgeo/trainers/base.py +++ b/torchgeo/trainers/base.py @@ -6,6 +6,7 @@ from abc import ABC, abstractmethod from typing import Any +import lightning from lightning.pytorch import LightningModule from torch.optim import AdamW from torch.optim.lr_scheduler import ReduceLROnPlateau @@ -41,7 +42,9 @@ def configure_metrics(self) -> None: def configure_models(self) -> None: """Initialize the model.""" - def configure_optimizers(self) -> dict[str, Any]: + def configure_optimizers( + self, + ) -> "lightning.pytorch.utilities.types.OptimizerLRSchedulerConfig": """Initialize the optimizer and learning rate scheduler. Returns: diff --git a/torchgeo/trainers/moco.py b/torchgeo/trainers/moco.py index 6b059d58c5e..7e7b5e3e159 100644 --- a/torchgeo/trainers/moco.py +++ b/torchgeo/trainers/moco.py @@ -9,6 +9,7 @@ from typing import Any, Optional, Union import kornia.augmentation as K +import lightning import timm import torch import torch.nn as nn @@ -280,7 +281,9 @@ def configure_models(self) -> None: # Initialize moving average of output self.avg_output_std = 0.0 - def configure_optimizers(self) -> dict[str, Any]: + def configure_optimizers( + self, + ) -> "lightning.pytorch.utilities.types.OptimizerLRSchedulerConfig": """Initialize the optimizer and learning rate scheduler. Returns: diff --git a/torchgeo/trainers/simclr.py b/torchgeo/trainers/simclr.py index ca4ab679713..ca40eabb6ae 100644 --- a/torchgeo/trainers/simclr.py +++ b/torchgeo/trainers/simclr.py @@ -8,6 +8,7 @@ from typing import Any, Optional, Union import kornia.augmentation as K +import lightning import timm import torch import torch.nn as nn @@ -266,7 +267,9 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None def predict_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: """No-op, does nothing.""" - def configure_optimizers(self) -> dict[str, Any]: + def configure_optimizers( + self, + ) -> "lightning.pytorch.utilities.types.OptimizerLRSchedulerConfig": """Initialize the optimizer and learning rate scheduler. Returns: From 97c8f455aae950aec9b90fa9bee87570b20cb13e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 18 Sep 2023 16:48:15 -0500 Subject: [PATCH 011/113] Bump pyvista from 0.42.1 to 0.42.2 in /requirements (#1573) Bumps [pyvista](https://github.com/pyvista/pyvista) from 0.42.1 to 0.42.2. - [Release notes](https://github.com/pyvista/pyvista/releases) - [Commits](https://github.com/pyvista/pyvista/compare/v0.42.1...v0.42.2) --- updated-dependencies: - dependency-name: pyvista dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index 7618907d90c..7ba3d4bb81a 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -4,7 +4,7 @@ laspy==2.5.1 opencv-python==4.8.0.76 pandas==2.1.0 pycocotools==2.0.7 -pyvista==0.42.1 +pyvista==0.42.2 radiant-mlhub==0.4.1 rarfile==4.0 scikit-image==0.21.0 From 09d5fd3dc992808780b9bf177d68ce91d6462ad3 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 18 Sep 2023 16:48:36 -0500 Subject: [PATCH 012/113] Bump numpy from 1.25.2 to 1.26.0 in /requirements (#1572) Bumps [numpy](https://github.com/numpy/numpy) from 1.25.2 to 1.26.0. - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst) - [Commits](https://github.com/numpy/numpy/compare/v1.25.2...v1.26.0) --- updated-dependencies: - dependency-name: numpy dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index e8a86723353..47ea5805c71 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -8,7 +8,7 @@ kornia==0.7.0 lightly==1.4.18 lightning==2.0.9 matplotlib==3.7.3 -numpy==1.25.2 +numpy==1.26.0 pillow==10.0.1 pyproj==3.6.0 rasterio==1.3.8 From 2acafd599af434894eeeb8c5c598e7e555d799fa Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 18 Sep 2023 16:48:54 -0500 Subject: [PATCH 013/113] Bump pyupgrade from 3.10.1 to 3.11.0 in /requirements (#1571) Bumps [pyupgrade](https://github.com/asottile/pyupgrade) from 3.10.1 to 3.11.0. - [Commits](https://github.com/asottile/pyupgrade/compare/v3.10.1...v3.11.0) --- updated-dependencies: - dependency-name: pyupgrade dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index ae8575774fb..3582217f487 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -3,4 +3,4 @@ black[jupyter]==23.9.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 -pyupgrade==3.10.1 +pyupgrade==3.11.0 From e1f333d7156e71402a3258bd90c3f5e838a8aa4a Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 18 Sep 2023 22:07:58 +0000 Subject: [PATCH 014/113] Bump rarfile from 4.0 to 4.1 in /requirements (#1570) Bumps [rarfile](https://github.com/markokr/rarfile) from 4.0 to 4.1. - [Release notes](https://github.com/markokr/rarfile/releases) - [Changelog](https://github.com/markokr/rarfile/blob/master/doc/news.rst) - [Commits](https://github.com/markokr/rarfile/compare/v4.0...v4.1) --- updated-dependencies: - dependency-name: rarfile dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index 7ba3d4bb81a..7aae9e0f72d 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -6,7 +6,7 @@ pandas==2.1.0 pycocotools==2.0.7 pyvista==0.42.2 radiant-mlhub==0.4.1 -rarfile==4.0 +rarfile==4.1 scikit-image==0.21.0 scipy==1.11.2 zipfile-deflate64==0.2.0 From 69dfa91925c950937ef722ea311fc524293dca7d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 20 Sep 2023 00:47:01 -0500 Subject: [PATCH 015/113] Bump pyupgrade from 3.11.0 to 3.11.1 in /requirements (#1576) --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index 3582217f487..7d49ead4c26 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -3,4 +3,4 @@ black[jupyter]==23.9.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 -pyupgrade==3.11.0 +pyupgrade==3.11.1 From f641d075f98a18d66909b497e9974104d15c5118 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 20 Sep 2023 00:47:20 -0500 Subject: [PATCH 016/113] Bump lightly from 1.4.18 to 1.4.19 in /requirements (#1575) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 47ea5805c71..4a507145c07 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -5,7 +5,7 @@ setuptools==68.2.0 einops==0.6.1 fiona==1.9.4.post1 kornia==0.7.0 -lightly==1.4.18 +lightly==1.4.19 lightning==2.0.9 matplotlib==3.7.3 numpy==1.26.0 From 2fbdc85efddd81be069c96518c752f020253ee97 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 21 Sep 2023 11:35:57 +0000 Subject: [PATCH 017/113] Bump matplotlib from 3.7.3 to 3.8.0 in /requirements (#1566) * Bump matplotlib from 3.7.3 to 3.8.0 in /requirements Bumps [matplotlib](https://github.com/matplotlib/matplotlib) from 3.7.3 to 3.8.0. - [Release notes](https://github.com/matplotlib/matplotlib/releases) - [Commits](https://github.com/matplotlib/matplotlib/compare/v3.7.3...v3.8.0) --- updated-dependencies: - dependency-name: matplotlib dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] * Use canonical import location * Use canonical import location * Use canonical import location * More type fixes * More type fixes * More type fixes * More type fixes --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Adam J. Stewart --- .../ssl4eo/landsat/plot_landsat_bands.py | 6 ++- .../ssl4eo/landsat/plot_landsat_timeline.py | 4 +- experiments/torchgeo/plot_bar_chart.py | 2 +- .../torchgeo/plot_dataloader_benchmark.py | 4 +- .../torchgeo/plot_percentage_benchmark.py | 4 +- requirements/required.txt | 2 +- tests/datamodules/test_geo.py | 5 ++- torchgeo/datamodules/geo.py | 8 ++-- torchgeo/datamodules/naip.py | 4 +- torchgeo/datasets/advance.py | 3 +- torchgeo/datasets/agb_live_woody_density.py | 3 +- torchgeo/datasets/astergdem.py | 3 +- torchgeo/datasets/benin_cashews.py | 3 +- torchgeo/datasets/bigearthnet.py | 3 +- torchgeo/datasets/cbf.py | 3 +- torchgeo/datasets/cdl.py | 3 +- torchgeo/datasets/chesapeake.py | 5 ++- torchgeo/datasets/cloud_cover.py | 3 +- torchgeo/datasets/cms_mangrove_canopy.py | 3 +- torchgeo/datasets/cowc.py | 3 +- torchgeo/datasets/cv4a_kenya_crop_type.py | 3 +- torchgeo/datasets/cyclone.py | 3 +- torchgeo/datasets/dfc2022.py | 3 +- torchgeo/datasets/enviroatlas.py | 3 +- torchgeo/datasets/esri2020.py | 3 +- torchgeo/datasets/etci2021.py | 3 +- torchgeo/datasets/eudem.py | 3 +- torchgeo/datasets/eurosat.py | 3 +- torchgeo/datasets/fair1m.py | 3 +- torchgeo/datasets/fire_risk.py | 3 +- torchgeo/datasets/forestdamage.py | 3 +- torchgeo/datasets/gid15.py | 5 +-- torchgeo/datasets/globbiomass.py | 3 +- torchgeo/datasets/idtrees.py | 3 +- torchgeo/datasets/l7irish.py | 3 +- torchgeo/datasets/l8biome.py | 3 +- torchgeo/datasets/landcoverai.py | 3 +- torchgeo/datasets/landsat.py | 3 +- torchgeo/datasets/levircd.py | 3 +- torchgeo/datasets/loveda.py | 5 +-- torchgeo/datasets/millionaid.py | 3 +- torchgeo/datasets/naip.py | 3 +- torchgeo/datasets/nasa_marine_debris.py | 3 +- torchgeo/datasets/nlcd.py | 3 +- torchgeo/datasets/openbuildings.py | 3 +- torchgeo/datasets/pastis.py | 3 +- torchgeo/datasets/patternnet.py | 3 +- torchgeo/datasets/reforestree.py | 3 +- torchgeo/datasets/resisc45.py | 3 +- torchgeo/datasets/seco.py | 3 +- torchgeo/datasets/sen12ms.py | 3 +- torchgeo/datasets/sentinel.py | 5 ++- torchgeo/datasets/skippd.py | 3 +- torchgeo/datasets/so2sat.py | 3 +- torchgeo/datasets/ssl4eo.py | 5 ++- torchgeo/datasets/ssl4eo_benchmark.py | 3 +- torchgeo/datasets/sustainbench_crop_yield.py | 3 +- torchgeo/datasets/ucmerced.py | 3 +- torchgeo/datasets/vhr10.py | 43 +++++++++---------- torchgeo/datasets/xview.py | 3 +- torchgeo/datasets/zuericrop.py | 3 +- 61 files changed, 148 insertions(+), 97 deletions(-) diff --git a/experiments/ssl4eo/landsat/plot_landsat_bands.py b/experiments/ssl4eo/landsat/plot_landsat_bands.py index 0de8e66396c..591bfeba49a 100755 --- a/experiments/ssl4eo/landsat/plot_landsat_bands.py +++ b/experiments/ssl4eo/landsat/plot_landsat_bands.py @@ -46,7 +46,9 @@ df = df.iloc[::-1] fig, ax = plt.subplots(figsize=(5.5, args.fig_height)) -ax1, ax2 = fig.subplots(nrows=1, ncols=2, gridspec_kw={"width_ratios": [3, 1]}) +ax1, ax2 = fig.subplots( + nrows=1, ncols=2, gridspec_kw={"width_ratios": [3, 1]} +) # type: ignore[misc] sensor_names: list[str] = [] sensor_ylocs: list[float] = [] @@ -161,4 +163,4 @@ plt.tight_layout() plt.subplots_adjust(wspace=0.05) -plt.show() +plt.show() # type: ignore[no-untyped-call] diff --git a/experiments/ssl4eo/landsat/plot_landsat_timeline.py b/experiments/ssl4eo/landsat/plot_landsat_timeline.py index 48634d97006..ca043500755 100755 --- a/experiments/ssl4eo/landsat/plot_landsat_timeline.py +++ b/experiments/ssl4eo/landsat/plot_landsat_timeline.py @@ -74,7 +74,7 @@ fig, ax = plt.subplots(figsize=(5.5, 3)) -cmap = iter(plt.cm.tab10(range(9, 0, -1))) +cmap = iter(plt.cm.tab10(range(9, 0, -1))) # type: ignore[attr-defined] ymin = args.bar_start yticks = [] for satellite in range(9, 0, -1): @@ -141,4 +141,4 @@ ax.spines[["top", "right"]].set_visible(False) plt.tight_layout() -plt.show() +plt.show() # type: ignore[no-untyped-call] diff --git a/experiments/torchgeo/plot_bar_chart.py b/experiments/torchgeo/plot_bar_chart.py index 9f421183789..6eac7b8bb98 100755 --- a/experiments/torchgeo/plot_bar_chart.py +++ b/experiments/torchgeo/plot_bar_chart.py @@ -74,4 +74,4 @@ plt.gca().spines.right.set_visible(False) plt.gca().spines.top.set_visible(False) plt.tight_layout() -plt.show() +plt.show() # type: ignore[no-untyped-call] diff --git a/experiments/torchgeo/plot_dataloader_benchmark.py b/experiments/torchgeo/plot_dataloader_benchmark.py index c0cd22185e1..cc77ce4cf86 100755 --- a/experiments/torchgeo/plot_dataloader_benchmark.py +++ b/experiments/torchgeo/plot_dataloader_benchmark.py @@ -32,7 +32,7 @@ ax.set_xscale("log") ax.set_xticks([16, 32, 64, 128, 256]) -ax.set_xticklabels([16, 32, 64, 128, 256], fontsize=12) +ax.set_xticklabels(["16", "32", "64", "128", "256"], fontsize=12) ax.set_xlabel("batch size", fontsize=12) ax.set_ylabel("sampling rate (patches/sec)", fontsize=12) ax.legend(loc="center right", fontsize="large") @@ -40,4 +40,4 @@ plt.gca().spines.right.set_visible(False) plt.gca().spines.top.set_visible(False) plt.tight_layout() -plt.show() +plt.show() # type: ignore[no-untyped-call] diff --git a/experiments/torchgeo/plot_percentage_benchmark.py b/experiments/torchgeo/plot_percentage_benchmark.py index 57e59e3621a..a1b69160e6f 100755 --- a/experiments/torchgeo/plot_percentage_benchmark.py +++ b/experiments/torchgeo/plot_percentage_benchmark.py @@ -49,8 +49,8 @@ ax.set_xscale("log") ax.set_xticks([16, 32, 64, 128, 256]) -ax.set_xticklabels([16, 32, 64, 128, 256]) +ax.set_xticklabels(["16", "32", "64", "128", "256"]) ax.set_xlabel("batch size") ax.set_ylabel("% sampling rate (patches/sec)") ax.legend() -plt.show() +plt.show() # type: ignore[no-untyped-call] diff --git a/requirements/required.txt b/requirements/required.txt index 4a507145c07..8928f754eb2 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -7,7 +7,7 @@ fiona==1.9.4.post1 kornia==0.7.0 lightly==1.4.19 lightning==2.0.9 -matplotlib==3.7.3 +matplotlib==3.8.0 numpy==1.26.0 pillow==10.0.1 pyproj==3.6.0 diff --git a/tests/datamodules/test_geo.py b/tests/datamodules/test_geo.py index 1fd6eb8983d..ef856eddee3 100644 --- a/tests/datamodules/test_geo.py +++ b/tests/datamodules/test_geo.py @@ -8,6 +8,7 @@ import torch from _pytest.fixtures import SubRequest from lightning.pytorch import Trainer +from matplotlib.figure import Figure from rasterio.crs import CRS from torch import Tensor @@ -33,7 +34,7 @@ def __getitem__(self, query: BoundingBox) -> dict[str, Any]: image = torch.arange(3 * 2 * 2).view(3, 2, 2) return {"image": image, "crs": CRS.from_epsg(4326), "bbox": query} - def plot(self, *args: Any, **kwargs: Any) -> plt.Figure: + def plot(self, *args: Any, **kwargs: Any) -> Figure: return plt.figure() @@ -72,7 +73,7 @@ def __getitem__(self, index: int) -> dict[str, Tensor]: def __len__(self) -> int: return self.length - def plot(self, *args: Any, **kwargs: Any) -> plt.Figure: + def plot(self, *args: Any, **kwargs: Any) -> Figure: return plt.figure() diff --git a/torchgeo/datamodules/geo.py b/torchgeo/datamodules/geo.py index c0e1b714710..96da7683ba2 100644 --- a/torchgeo/datamodules/geo.py +++ b/torchgeo/datamodules/geo.py @@ -6,9 +6,9 @@ from typing import Any, Callable, Optional, Union, cast import kornia.augmentation as K -import matplotlib.pyplot as plt import torch from lightning.pytorch import LightningDataModule +from matplotlib.figure import Figure from torch import Tensor from torch.utils.data import DataLoader, Dataset, default_collate @@ -141,7 +141,7 @@ def on_after_batch_transfer( return batch - def plot(self, *args: Any, **kwargs: Any) -> plt.Figure: + def plot(self, *args: Any, **kwargs: Any) -> Optional[Figure]: """Run the plot method of the validation dataset if one exists. Should only be called during 'fit' or 'validate' stages as ``val_dataset`` @@ -154,10 +154,12 @@ def plot(self, *args: Any, **kwargs: Any) -> plt.Figure: Returns: A matplotlib Figure with the image, ground truth, and predictions. """ + fig: Optional[Figure] = None dataset = self.dataset or self.val_dataset if dataset is not None: if hasattr(dataset, "plot"): - return dataset.plot(*args, **kwargs) + fig = dataset.plot(*args, **kwargs) + return fig class GeoDataModule(BaseDataModule): diff --git a/torchgeo/datamodules/naip.py b/torchgeo/datamodules/naip.py index 28f64c5826c..1631734d094 100644 --- a/torchgeo/datamodules/naip.py +++ b/torchgeo/datamodules/naip.py @@ -6,7 +6,7 @@ from typing import Any, Optional, Union import kornia.augmentation as K -import matplotlib.pyplot as plt +from matplotlib.figure import Figure from ..datasets import NAIP, BoundingBox, Chesapeake13 from ..samplers import GridGeoSampler, RandomBatchGeoSampler @@ -95,7 +95,7 @@ def setup(self, stage: str) -> None: self.dataset, self.patch_size, self.patch_size, test_roi ) - def plot(self, *args: Any, **kwargs: Any) -> plt.Figure: + def plot(self, *args: Any, **kwargs: Any) -> Figure: """Run NAIP plot method. Args: diff --git a/torchgeo/datasets/advance.py b/torchgeo/datasets/advance.py index e8d75b13fcf..5d5684d06b3 100644 --- a/torchgeo/datasets/advance.py +++ b/torchgeo/datasets/advance.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -236,7 +237,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/agb_live_woody_density.py b/torchgeo/datasets/agb_live_woody_density.py index 4b7d4ac6462..e8804b2e384 100644 --- a/torchgeo/datasets/agb_live_woody_density.py +++ b/torchgeo/datasets/agb_live_woody_density.py @@ -9,6 +9,7 @@ from typing import Any, Callable, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -129,7 +130,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/astergdem.py b/torchgeo/datasets/astergdem.py index 0bc1d886457..7d2d2442688 100644 --- a/torchgeo/datasets/astergdem.py +++ b/torchgeo/datasets/astergdem.py @@ -8,6 +8,7 @@ from typing import Any, Callable, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -97,7 +98,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/benin_cashews.py b/torchgeo/datasets/benin_cashews.py index 371c1985ab3..4066fc6af2b 100644 --- a/torchgeo/datasets/benin_cashews.py +++ b/torchgeo/datasets/benin_cashews.py @@ -13,6 +13,7 @@ import rasterio import rasterio.features import torch +from matplotlib.figure import Figure from rasterio.crs import CRS from torch import Tensor @@ -431,7 +432,7 @@ def plot( show_titles: bool = True, time_step: int = 0, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/bigearthnet.py b/torchgeo/datasets/bigearthnet.py index 2118265c569..0194fbbe106 100644 --- a/torchgeo/datasets/bigearthnet.py +++ b/torchgeo/datasets/bigearthnet.py @@ -12,6 +12,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from rasterio.enums import Resampling from torch import Tensor @@ -533,7 +534,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py index 625357c12ce..d9282a0958c 100644 --- a/torchgeo/datasets/cbf.py +++ b/torchgeo/datasets/cbf.py @@ -7,6 +7,7 @@ from typing import Any, Callable, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import VectorDataset @@ -127,7 +128,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/cdl.py b/torchgeo/datasets/cdl.py index 324a15dcdf0..590a7c515db 100644 --- a/torchgeo/datasets/cdl.py +++ b/torchgeo/datasets/cdl.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import torch +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -347,7 +348,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/chesapeake.py b/torchgeo/datasets/chesapeake.py index a472c9b20bf..7ca6125a246 100644 --- a/torchgeo/datasets/chesapeake.py +++ b/torchgeo/datasets/chesapeake.py @@ -19,6 +19,7 @@ import shapely.ops import torch from matplotlib.colors import ListedColormap +from matplotlib.figure import Figure from rasterio.crs import CRS from torch import Tensor @@ -173,7 +174,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: @@ -743,7 +744,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/cloud_cover.py b/torchgeo/datasets/cloud_cover.py index a3c344bd944..94541ce4c0e 100644 --- a/torchgeo/datasets/cloud_cover.py +++ b/torchgeo/datasets/cloud_cover.py @@ -12,6 +12,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -355,7 +356,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index 1339691cf72..cc27b6496d9 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -8,6 +8,7 @@ from typing import Any, Callable, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -256,7 +257,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/cowc.py b/torchgeo/datasets/cowc.py index e9d8dc02b7f..9c60e01c302 100644 --- a/torchgeo/datasets/cowc.py +++ b/torchgeo/datasets/cowc.py @@ -11,6 +11,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -196,7 +197,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/cv4a_kenya_crop_type.py b/torchgeo/datasets/cv4a_kenya_crop_type.py index 989b7dc2f76..aa1caba5134 100644 --- a/torchgeo/datasets/cv4a_kenya_crop_type.py +++ b/torchgeo/datasets/cv4a_kenya_crop_type.py @@ -11,6 +11,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -411,7 +412,7 @@ def plot( show_titles: bool = True, time_step: int = 0, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/cyclone.py b/torchgeo/datasets/cyclone.py index 4022f5a84f9..040754a9633 100644 --- a/torchgeo/datasets/cyclone.py +++ b/torchgeo/datasets/cyclone.py @@ -11,6 +11,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -227,7 +228,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/dfc2022.py b/torchgeo/datasets/dfc2022.py index f17a080e94c..fd76d2710cb 100644 --- a/torchgeo/datasets/dfc2022.py +++ b/torchgeo/datasets/dfc2022.py @@ -13,6 +13,7 @@ import rasterio import torch from matplotlib import colors +from matplotlib.figure import Figure from rasterio.enums import Resampling from torch import Tensor @@ -298,7 +299,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/enviroatlas.py b/torchgeo/datasets/enviroatlas.py index 8487389927f..56732ff1176 100644 --- a/torchgeo/datasets/enviroatlas.py +++ b/torchgeo/datasets/enviroatlas.py @@ -18,6 +18,7 @@ import shapely.ops import torch from matplotlib.colors import ListedColormap +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import GeoDataset @@ -454,7 +455,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Note: only plots the "naip" and "lc" layers. diff --git a/torchgeo/datasets/esri2020.py b/torchgeo/datasets/esri2020.py index 64c4cc82d33..5d26afa8ee0 100644 --- a/torchgeo/datasets/esri2020.py +++ b/torchgeo/datasets/esri2020.py @@ -8,6 +8,7 @@ from typing import Any, Callable, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -142,7 +143,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/etci2021.py b/torchgeo/datasets/etci2021.py index cdb42a6850d..e837f1c2d85 100644 --- a/torchgeo/datasets/etci2021.py +++ b/torchgeo/datasets/etci2021.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -263,7 +264,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/eudem.py b/torchgeo/datasets/eudem.py index 5a2134f84dc..dacca0d6d63 100644 --- a/torchgeo/datasets/eudem.py +++ b/torchgeo/datasets/eudem.py @@ -8,6 +8,7 @@ from typing import Any, Callable, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -144,7 +145,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/eurosat.py b/torchgeo/datasets/eurosat.py index 74a5de64536..33ec8358c66 100644 --- a/torchgeo/datasets/eurosat.py +++ b/torchgeo/datasets/eurosat.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoClassificationDataset @@ -261,7 +262,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/fair1m.py b/torchgeo/datasets/fair1m.py index b9f89cb081b..7f1a9a20d74 100644 --- a/torchgeo/datasets/fair1m.py +++ b/torchgeo/datasets/fair1m.py @@ -12,6 +12,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -395,7 +396,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/fire_risk.py b/torchgeo/datasets/fire_risk.py index 0d01534aa60..76accf24acd 100644 --- a/torchgeo/datasets/fire_risk.py +++ b/torchgeo/datasets/fire_risk.py @@ -7,6 +7,7 @@ from typing import Callable, Optional, cast import matplotlib.pyplot as plt +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoClassificationDataset @@ -144,7 +145,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/forestdamage.py b/torchgeo/datasets/forestdamage.py index 1cb6fa567d8..7628256e004 100644 --- a/torchgeo/datasets/forestdamage.py +++ b/torchgeo/datasets/forestdamage.py @@ -12,6 +12,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -263,7 +264,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/gid15.py b/torchgeo/datasets/gid15.py index a027bde4770..cb153c0e3c6 100644 --- a/torchgeo/datasets/gid15.py +++ b/torchgeo/datasets/gid15.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -241,9 +242,7 @@ def _download(self) -> None: md5=self.md5 if self.checksum else None, ) - def plot( - self, sample: dict[str, Tensor], suptitle: Optional[str] = None - ) -> plt.Figure: + def plot(self, sample: dict[str, Tensor], suptitle: Optional[str] = None) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/globbiomass.py b/torchgeo/datasets/globbiomass.py index 8f7959116e3..1954685ceb0 100644 --- a/torchgeo/datasets/globbiomass.py +++ b/torchgeo/datasets/globbiomass.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import torch +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -230,7 +231,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/idtrees.py b/torchgeo/datasets/idtrees.py index d8af15b175e..c36fd25118a 100644 --- a/torchgeo/datasets/idtrees.py +++ b/torchgeo/datasets/idtrees.py @@ -12,6 +12,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from rasterio.enums import Resampling from torch import Tensor from torchvision.ops import clip_boxes_to_image, remove_small_boxes @@ -496,7 +497,7 @@ def plot( show_titles: bool = True, suptitle: Optional[str] = None, hsi_indices: tuple[int, int, int] = (0, 1, 2), - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/l7irish.py b/torchgeo/datasets/l7irish.py index 3b34088d550..9de48f9a340 100644 --- a/torchgeo/datasets/l7irish.py +++ b/torchgeo/datasets/l7irish.py @@ -9,6 +9,7 @@ from typing import Any, Callable, Optional, cast import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from torch import Tensor @@ -223,7 +224,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/l8biome.py b/torchgeo/datasets/l8biome.py index c7e4cf52315..105da4042c3 100644 --- a/torchgeo/datasets/l8biome.py +++ b/torchgeo/datasets/l8biome.py @@ -9,6 +9,7 @@ from typing import Any, Callable, Optional, cast import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from torch import Tensor @@ -219,7 +220,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/landcoverai.py b/torchgeo/datasets/landcoverai.py index 9203f71e8b6..79f1b110193 100644 --- a/torchgeo/datasets/landcoverai.py +++ b/torchgeo/datasets/landcoverai.py @@ -13,6 +13,7 @@ import numpy as np import torch from matplotlib.colors import ListedColormap +from matplotlib.figure import Figure from PIL import Image from rasterio.crs import CRS from torch import Tensor @@ -155,7 +156,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/landsat.py b/torchgeo/datasets/landsat.py index 2816cb9b506..72174114687 100644 --- a/torchgeo/datasets/landsat.py +++ b/torchgeo/datasets/landsat.py @@ -8,6 +8,7 @@ from typing import Any, Callable, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -90,7 +91,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/levircd.py b/torchgeo/datasets/levircd.py index cf7349339ed..e03206f803d 100644 --- a/torchgeo/datasets/levircd.py +++ b/torchgeo/datasets/levircd.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -213,7 +214,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/loveda.py b/torchgeo/datasets/loveda.py index 22e0a23d57f..4a817283790 100644 --- a/torchgeo/datasets/loveda.py +++ b/torchgeo/datasets/loveda.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -264,9 +265,7 @@ def _download(self) -> None: md5=self.md5 if self.checksum else None, ) - def plot( - self, sample: dict[str, Tensor], suptitle: Optional[str] = None - ) -> plt.Figure: + def plot(self, sample: dict[str, Tensor], suptitle: Optional[str] = None) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/millionaid.py b/torchgeo/datasets/millionaid.py index d3ecb7224ef..48742e0884d 100644 --- a/torchgeo/datasets/millionaid.py +++ b/torchgeo/datasets/millionaid.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -336,7 +337,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/naip.py b/torchgeo/datasets/naip.py index 027ad8aa409..f70ff47a259 100644 --- a/torchgeo/datasets/naip.py +++ b/torchgeo/datasets/naip.py @@ -6,6 +6,7 @@ from typing import Any, Optional import matplotlib.pyplot as plt +from matplotlib.figure import Figure from .geo import RasterDataset @@ -52,7 +53,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/nasa_marine_debris.py b/torchgeo/datasets/nasa_marine_debris.py index 3f124f42dba..c685b999255 100644 --- a/torchgeo/datasets/nasa_marine_debris.py +++ b/torchgeo/datasets/nasa_marine_debris.py @@ -10,6 +10,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from torch import Tensor from torchvision.utils import draw_bounding_boxes @@ -224,7 +225,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/nlcd.py b/torchgeo/datasets/nlcd.py index d0fda73fc53..b7c1eae565f 100644 --- a/torchgeo/datasets/nlcd.py +++ b/torchgeo/datasets/nlcd.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import torch +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -245,7 +246,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/openbuildings.py b/torchgeo/datasets/openbuildings.py index 57e735b59a3..fcd4bc71aa8 100644 --- a/torchgeo/datasets/openbuildings.py +++ b/torchgeo/datasets/openbuildings.py @@ -16,6 +16,7 @@ import shapely import shapely.wkt as wkt import torch +from matplotlib.figure import Figure from rasterio.crs import CRS from rtree.index import Index, Property @@ -434,7 +435,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/pastis.py b/torchgeo/datasets/pastis.py index f3e771c92e5..d8091443550 100644 --- a/torchgeo/datasets/pastis.py +++ b/torchgeo/datasets/pastis.py @@ -12,6 +12,7 @@ import numpy as np import torch from matplotlib.colors import ListedColormap +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -351,7 +352,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/patternnet.py b/torchgeo/datasets/patternnet.py index a13e2431b26..51329e779f8 100644 --- a/torchgeo/datasets/patternnet.py +++ b/torchgeo/datasets/patternnet.py @@ -7,6 +7,7 @@ from typing import Callable, Optional, cast import matplotlib.pyplot as plt +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoClassificationDataset @@ -150,7 +151,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/reforestree.py b/torchgeo/datasets/reforestree.py index 1e50165e5b8..dbcb3187a0d 100644 --- a/torchgeo/datasets/reforestree.py +++ b/torchgeo/datasets/reforestree.py @@ -11,6 +11,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -223,7 +224,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/resisc45.py b/torchgeo/datasets/resisc45.py index 2c5e5871b79..35f02a7c665 100644 --- a/torchgeo/datasets/resisc45.py +++ b/torchgeo/datasets/resisc45.py @@ -8,6 +8,7 @@ import matplotlib.pyplot as plt import numpy as np +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoClassificationDataset @@ -246,7 +247,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/seco.py b/torchgeo/datasets/seco.py index 757f6765448..29a9d32250c 100644 --- a/torchgeo/datasets/seco.py +++ b/torchgeo/datasets/seco.py @@ -11,6 +11,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -232,7 +233,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/sen12ms.py b/torchgeo/datasets/sen12ms.py index 4f49ff67a46..9370fbf1d7a 100644 --- a/torchgeo/datasets/sen12ms.py +++ b/torchgeo/datasets/sen12ms.py @@ -11,6 +11,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -317,7 +318,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/sentinel.py b/torchgeo/datasets/sentinel.py index 2b7a32d285c..33e5ed43b07 100644 --- a/torchgeo/datasets/sentinel.py +++ b/torchgeo/datasets/sentinel.py @@ -8,6 +8,7 @@ import matplotlib.pyplot as plt import torch +from matplotlib.figure import Figure from rasterio.crs import CRS from .geo import RasterDataset @@ -190,7 +191,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: @@ -326,7 +327,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/skippd.py b/torchgeo/datasets/skippd.py index 572066a6198..f3bd1dd9f46 100644 --- a/torchgeo/datasets/skippd.py +++ b/torchgeo/datasets/skippd.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -226,7 +227,7 @@ def plot( sample: dict[str, Any], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/so2sat.py b/torchgeo/datasets/so2sat.py index 12a4a48dd6f..d5623a6ab1c 100644 --- a/torchgeo/datasets/so2sat.py +++ b/torchgeo/datasets/so2sat.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -335,7 +336,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/ssl4eo.py b/torchgeo/datasets/ssl4eo.py index 99b88976fa9..27fd5c11d41 100644 --- a/torchgeo/datasets/ssl4eo.py +++ b/torchgeo/datasets/ssl4eo.py @@ -12,6 +12,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -293,7 +294,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: @@ -512,7 +513,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/ssl4eo_benchmark.py b/torchgeo/datasets/ssl4eo_benchmark.py index fb6fc48889d..904d7236aad 100644 --- a/torchgeo/datasets/ssl4eo_benchmark.py +++ b/torchgeo/datasets/ssl4eo_benchmark.py @@ -11,6 +11,7 @@ import numpy as np import rasterio import torch +from matplotlib.figure import Figure from torch import Tensor from .cdl import CDL @@ -332,7 +333,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/sustainbench_crop_yield.py b/torchgeo/datasets/sustainbench_crop_yield.py index acb44a5ce29..5619697b932 100644 --- a/torchgeo/datasets/sustainbench_crop_yield.py +++ b/torchgeo/datasets/sustainbench_crop_yield.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -238,7 +239,7 @@ def plot( band_idx: int = 0, show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/ucmerced.py b/torchgeo/datasets/ucmerced.py index ce3966646c3..0fc9551f0da 100644 --- a/torchgeo/datasets/ucmerced.py +++ b/torchgeo/datasets/ucmerced.py @@ -8,6 +8,7 @@ import matplotlib.pyplot as plt import numpy as np import torchvision.transforms.functional as F +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoClassificationDataset @@ -222,7 +223,7 @@ def plot( sample: dict[str, Tensor], show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/vhr10.py b/torchgeo/datasets/vhr10.py index 4dbda994433..28b95197796 100644 --- a/torchgeo/datasets/vhr10.py +++ b/torchgeo/datasets/vhr10.py @@ -10,6 +10,7 @@ import numpy as np import torch from matplotlib import patches +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -371,7 +372,7 @@ def plot( show_feats: Optional[str] = "both", box_alpha: float = 0.7, mask_alpha: float = 0.7, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: @@ -394,13 +395,13 @@ def plot( assert show_feats in {"boxes", "masks", "both"} if self.split == "negative": - plt.imshow(sample["image"].permute(1, 2, 0)) - axs = plt.gca() - axs.axis("off") + fig, axs = plt.subplots(squeeze=False) + axs[0, 0].imshow(sample["image"].permute(1, 2, 0)) + axs[0, 0].axis("off") if suptitle is not None: plt.suptitle(suptitle) - return plt.gcf() + return fig if show_feats != "boxes": try: @@ -437,11 +438,9 @@ def plot( ncols += 1 # Display image - fig, axs = plt.subplots(ncols=ncols, figsize=(ncols * 10, 10)) - if not isinstance(axs, np.ndarray): - axs = [axs] - axs[0].imshow(image) - axs[0].axis("off") + fig, axs = plt.subplots(ncols=ncols, squeeze=False, figsize=(ncols * 10, 10)) + axs[0, 0].imshow(image) + axs[0, 0].axis("off") cm = plt.get_cmap("gist_rainbow") for i in range(n_gt): @@ -451,7 +450,7 @@ def plot( # Add bounding boxes x1, y1, x2, y2 = boxes[i] if show_feats in {"boxes", "both"}: - p = patches.Rectangle( + r = patches.Rectangle( (x1, y1), x2 - x1, y2 - y1, @@ -461,12 +460,12 @@ def plot( edgecolor=color, facecolor="none", ) - axs[0].add_patch(p) + axs[0, 0].add_patch(r) # Add labels label = self.categories[class_num] caption = label - axs[0].text( + axs[0, 0].text( x1, y1 - 8, caption, color="white", size=11, backgroundcolor="none" ) @@ -479,14 +478,14 @@ def plot( p = patches.Polygon( verts, facecolor=color, alpha=mask_alpha, edgecolor="white" ) - axs[0].add_patch(p) + axs[0, 0].add_patch(p) if show_titles: - axs[0].set_title("Ground Truth") + axs[0, 0].set_title("Ground Truth") if show_predictions: - axs[1].imshow(image) - axs[1].axis("off") + axs[0, 1].imshow(image) + axs[0, 1].axis("off") for i in range(n_pred): score = prediction_scores[i] if score < 0.5: @@ -498,7 +497,7 @@ def plot( if show_pred_boxes: # Add bounding boxes x1, y1, x2, y2 = prediction_boxes[i] - p = patches.Rectangle( + r = patches.Rectangle( (x1, y1), x2 - x1, y2 - y1, @@ -508,12 +507,12 @@ def plot( edgecolor=color, facecolor="none", ) - axs[1].add_patch(p) + axs[0, 1].add_patch(r) # Add labels label = self.categories[class_num] caption = f"{label} {score:.3f}" - axs[1].text( + axs[0, 1].text( x1, y1 - 8, caption, @@ -531,10 +530,10 @@ def plot( p = patches.Polygon( verts, facecolor=color, alpha=mask_alpha, edgecolor="white" ) - axs[1].add_patch(p) + axs[0, 1].add_patch(p) if show_titles: - axs[1].set_title("Prediction") + axs[0, 1].set_title("Prediction") plt.tight_layout() diff --git a/torchgeo/datasets/xview.py b/torchgeo/datasets/xview.py index 3b423247a52..665d156db04 100644 --- a/torchgeo/datasets/xview.py +++ b/torchgeo/datasets/xview.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from matplotlib.figure import Figure from PIL import Image from torch import Tensor @@ -225,7 +226,7 @@ def plot( show_titles: bool = True, suptitle: Optional[str] = None, alpha: float = 0.5, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: diff --git a/torchgeo/datasets/zuericrop.py b/torchgeo/datasets/zuericrop.py index 008f4e34d9d..a2e3e22ab60 100644 --- a/torchgeo/datasets/zuericrop.py +++ b/torchgeo/datasets/zuericrop.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import torch +from matplotlib.figure import Figure from torch import Tensor from .geo import NonGeoDataset @@ -267,7 +268,7 @@ def plot( time_step: int = 0, show_titles: bool = True, suptitle: Optional[str] = None, - ) -> plt.Figure: + ) -> Figure: """Plot a sample from the dataset. Args: From 8a842055e1aaf00b9ea44b8a2f2284b1b8a6e382 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Thu, 21 Sep 2023 08:00:34 -0500 Subject: [PATCH 018/113] Remove benchmarking tutorial (#1521) * Debug failing notebook tests * Known working nbmake * Remove buggy tutorial * Undo version change * No longer need to rerun tests * Update tutorials to new syntax --- .github/workflows/release.yaml | 4 +- .github/workflows/tutorials.yaml | 4 +- docs/index.rst | 1 - docs/tutorials/benchmarking.ipynb | 364 ------------------------ docs/tutorials/pretrained_weights.ipynb | 4 +- docs/tutorials/trainers.ipynb | 4 +- 6 files changed, 8 insertions(+), 373 deletions(-) delete mode 100644 docs/tutorials/benchmarking.ipynb diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 0e90767e8ef..e65e6aec4db 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -72,10 +72,10 @@ jobs: - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: | - pip install .[docs,tests] planetary_computer pystac pytest-rerunfailures + pip install .[docs,tests] planetary_computer pystac pip list - name: Run notebook checks - run: pytest --nbmake --durations=10 --reruns=10 docs/tutorials + run: pytest --nbmake --durations=10 docs/tutorials concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.head.label || github.head_ref || github.ref }} cancel-in-progress: true diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index 41be9aaceb9..c9ad003d3b3 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -30,10 +30,10 @@ jobs: - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: | - pip install .[docs,tests] planetary_computer pystac pytest-rerunfailures + pip install .[docs,tests] planetary_computer pystac pip list - name: Run notebook checks - run: pytest --nbmake --durations=10 --reruns=10 docs/tutorials + run: pytest --nbmake --durations=10 docs/tutorials concurrency: group: ${{ github.workflow }}-${{ github.event.pull_request.head.label || github.head_ref || github.ref }} cancel-in-progress: true diff --git a/docs/index.rst b/docs/index.rst index d30b0c0eb73..aa3e1ce3fa2 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -32,7 +32,6 @@ torchgeo tutorials/transforms tutorials/indices tutorials/trainers - tutorials/benchmarking tutorials/pretrained_weights .. toctree:: diff --git a/docs/tutorials/benchmarking.ipynb b/docs/tutorials/benchmarking.ipynb deleted file mode 100644 index eb07bdb192b..00000000000 --- a/docs/tutorials/benchmarking.ipynb +++ /dev/null @@ -1,364 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Copyright (c) Microsoft Corporation. All rights reserved.\n", - "\n", - "Licensed under the MIT License." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "OFXtoHmJClRf" - }, - "source": [ - "# Benchmarking\n", - "\n", - "This tutorial benchmarks the performance of various sampling strategies, with and without caching.\n", - "\n", - "It's recommended to run this notebook on Google Colab if you don't have your own GPU. Click the \"Open in Colab\" button above to get started." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup\n", - "\n", - "First, we install TorchGeo." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "%pip install torchgeo" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "hC3pauOLChi4", - "nteract": { - "transient": { - "deleting": false - } - } - }, - "source": [ - "## Imports\n", - "\n", - "Next, we import TorchGeo and any other libraries we need." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "gather": { - "logged": 1629238744113 - }, - "id": "gjFiws-PChi8" - }, - "outputs": [], - "source": [ - "import os\n", - "import tempfile\n", - "import time\n", - "from typing import Tuple\n", - "\n", - "from torch.utils.data import DataLoader\n", - "\n", - "from torchgeo.datasets import NAIP, ChesapeakeDE\n", - "from torchgeo.datasets.utils import download_url, stack_samples\n", - "from torchgeo.samplers import RandomGeoSampler, GridGeoSampler, RandomBatchGeoSampler" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Datasets\n", - "\n", - "For this tutorial, we'll be using imagery from the [National Agriculture Imagery Program (NAIP)](https://catalog.data.gov/dataset/national-agriculture-imagery-program-naip) and labels from the [Chesapeake Bay High-Resolution Land Cover Project](https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/). First, we manually download a few NAIP tiles." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "naip_root = os.path.join(tempfile.gettempdir(), \"naip\")\n", - "naip_url = (\n", - " \"https://naipeuwest.blob.core.windows.net/naip/v002/de/2018/de_060cm_2018/38075/\"\n", - ")\n", - "tiles = [\n", - " \"m_3807511_ne_18_060_20181104.tif\",\n", - " \"m_3807511_se_18_060_20181104.tif\",\n", - " \"m_3807512_nw_18_060_20180815.tif\",\n", - " \"m_3807512_sw_18_060_20180815.tif\",\n", - "]\n", - "for tile in tiles:\n", - " download_url(naip_url + tile, naip_root)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we tell TorchGeo to automatically download the corresponding Chesapeake labels." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "chesapeake_root = os.path.join(tempfile.gettempdir(), \"chesapeake\")\n", - "chesapeake = ChesapeakeDE(chesapeake_root, download=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "n6HwpMz7Chi-", - "nteract": { - "transient": { - "deleting": false - } - } - }, - "source": [ - "## Timing function" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "gather": { - "logged": 1629238744228 - }, - "id": "8-z6_y2xChi-", - "nteract": { - "transient": { - "deleting": false - } - }, - "tags": [] - }, - "outputs": [], - "source": [ - "def time_epoch(dataloader: DataLoader) -> Tuple[float, int]:\n", - " tic = time.time()\n", - " i = 0\n", - " for _ in dataloader:\n", - " i += 1\n", - " toc = time.time()\n", - " return toc - tic, i" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The following variables can be modified to control the number of samples drawn per epoch." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "nbmake": { - "mock": { - "batch_size": 1, - "length": 1, - "size": 1, - "stride": 1000000 - } - } - }, - "outputs": [], - "source": [ - "size = 1000\n", - "length = 888\n", - "batch_size = 12\n", - "stride = 500" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "I3pkKYoeChi_", - "nteract": { - "transient": { - "deleting": false - } - } - }, - "source": [ - "## RandomGeoSampler" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "gather": { - "logged": 1629248963725 - }, - "id": "jPjIZLF7Chi_", - "nteract": { - "transient": { - "deleting": false - } - }, - "outputId": "edcc8199-bd09-4832-e50c-7be8ac78995b", - "tags": [] - }, - "outputs": [], - "source": [ - "for cache in [False, True]:\n", - " chesapeake = ChesapeakeDE(chesapeake_root, cache=cache)\n", - " naip = NAIP(naip_root, crs=chesapeake.crs, res=chesapeake.res, cache=cache)\n", - " dataset = chesapeake & naip\n", - " sampler = RandomGeoSampler(dataset, size=size, length=length)\n", - " dataloader = DataLoader(\n", - " dataset, batch_size=batch_size, sampler=sampler, collate_fn=stack_samples\n", - " )\n", - " duration, count = time_epoch(dataloader)\n", - " print(duration, count)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "pHqLRDA_ChjB", - "nteract": { - "transient": { - "deleting": false - } - } - }, - "source": [ - "## GridGeoSampler" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "gather": { - "logged": 1629239313388 - }, - "id": "K67vnCK4ChjC", - "nteract": { - "transient": { - "deleting": false - } - }, - "outputId": "159ce99f-a438-4ecc-d218-9b9e28d02055", - "tags": [] - }, - "outputs": [], - "source": [ - "for cache in [False, True]:\n", - " chesapeake = ChesapeakeDE(chesapeake_root, cache=cache)\n", - " naip = NAIP(naip_root, crs=chesapeake.crs, res=chesapeake.res, cache=cache)\n", - " dataset = chesapeake & naip\n", - " sampler = GridGeoSampler(dataset, size=size, stride=stride)\n", - " dataloader = DataLoader(\n", - " dataset, batch_size=batch_size, sampler=sampler, collate_fn=stack_samples\n", - " )\n", - " duration, count = time_epoch(dataloader)\n", - " print(duration, count)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "8rwjrOD1ChjD", - "nteract": { - "transient": { - "deleting": false - } - } - }, - "source": [ - "## RandomBatchGeoSampler" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "gather": { - "logged": 1629249843438 - }, - "id": "v-N2fo6UChjE", - "nteract": { - "transient": { - "deleting": false - } - }, - "outputId": "497f6869-1ab7-4db7-bbce-e943b493ca41", - "tags": [] - }, - "outputs": [], - "source": [ - "for cache in [False, True]:\n", - " chesapeake = ChesapeakeDE(chesapeake_root, cache=cache)\n", - " naip = NAIP(naip_root, crs=chesapeake.crs, res=chesapeake.res, cache=cache)\n", - " dataset = chesapeake & naip\n", - " sampler = RandomBatchGeoSampler(\n", - " dataset, size=size, batch_size=batch_size, length=length\n", - " )\n", - " dataloader = DataLoader(dataset, batch_sampler=sampler, collate_fn=stack_samples)\n", - " duration, count = time_epoch(dataloader)\n", - " print(duration, count)" - ] - } - ], - "metadata": { - "colab": { - "collapsed_sections": [], - "name": "benchmarking.ipynb", - "provenance": [] - }, - "execution": { - "timeout": 1200 - }, - "kernel_info": { - "name": "python38-azureml" - }, - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.8" - }, - "nteract": { - "version": "nteract-front-end@1.0.0" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/docs/tutorials/pretrained_weights.ipynb b/docs/tutorials/pretrained_weights.ipynb index fe9660707d3..26d97fcbc6c 100644 --- a/docs/tutorials/pretrained_weights.ipynb +++ b/docs/tutorials/pretrained_weights.ipynb @@ -204,8 +204,8 @@ " weights=weights,\n", " in_channels=13,\n", " num_classes=10,\n", - " learning_rate=0.001,\n", - " learning_rate_schedule_patience=5,\n", + " lr=0.001,\n", + " patience=5,\n", ")" ] }, diff --git a/docs/tutorials/trainers.ipynb b/docs/tutorials/trainers.ipynb index 0e6b6786479..3e05930ffd2 100644 --- a/docs/tutorials/trainers.ipynb +++ b/docs/tutorials/trainers.ipynb @@ -174,8 +174,8 @@ " weights=ResNet18_Weights.SENTINEL2_ALL_MOCO,\n", " in_channels=13,\n", " num_classes=10,\n", - " learning_rate=0.1,\n", - " learning_rate_schedule_patience=5,\n", + " lr=0.1,\n", + " patience=5,\n", ")" ] }, From 8dd7c2837fdea32921bae4bb1984e8b7b0263cbc Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 21 Sep 2023 16:46:49 -0500 Subject: [PATCH 019/113] Bump pyproj from 3.6.0 to 3.6.1 in /requirements (#1580) Bumps [pyproj](https://github.com/pyproj4/pyproj) from 3.6.0 to 3.6.1. - [Release notes](https://github.com/pyproj4/pyproj/releases) - [Changelog](https://github.com/pyproj4/pyproj/blob/main/docs/history.rst) - [Commits](https://github.com/pyproj4/pyproj/compare/3.6.0...3.6.1) --- updated-dependencies: - dependency-name: pyproj dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 8928f754eb2..2aba7083ae3 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -10,7 +10,7 @@ lightning==2.0.9 matplotlib==3.8.0 numpy==1.26.0 pillow==10.0.1 -pyproj==3.6.0 +pyproj==3.6.1 rasterio==1.3.8 rtree==1.0.1 segmentation-models-pytorch==0.3.3 From ece3fc5649e0aab12a33d09fa4efb4138cc4b13c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 21 Sep 2023 16:47:07 -0500 Subject: [PATCH 020/113] Bump pandas from 2.1.0 to 2.1.1 in /requirements (#1581) Bumps [pandas](https://github.com/pandas-dev/pandas) from 2.1.0 to 2.1.1. - [Release notes](https://github.com/pandas-dev/pandas/releases) - [Commits](https://github.com/pandas-dev/pandas/compare/v2.1.0...v2.1.1) --- updated-dependencies: - dependency-name: pandas dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index 7aae9e0f72d..eb4bf7354d6 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -2,7 +2,7 @@ h5py==3.9.0 laspy==2.5.1 opencv-python==4.8.0.76 -pandas==2.1.0 +pandas==2.1.1 pycocotools==2.0.7 pyvista==0.42.2 radiant-mlhub==0.4.1 From 5c3e3fd1081404e0463cfd342844a769678f9e5f Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 21 Sep 2023 16:47:24 -0500 Subject: [PATCH 021/113] Bump pyupgrade from 3.11.1 to 3.12.0 in /requirements (#1582) Bumps [pyupgrade](https://github.com/asottile/pyupgrade) from 3.11.1 to 3.12.0. - [Commits](https://github.com/asottile/pyupgrade/compare/v3.11.1...v3.12.0) --- updated-dependencies: - dependency-name: pyupgrade dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index 7d49ead4c26..4990257c6d9 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -3,4 +3,4 @@ black[jupyter]==23.9.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 -pyupgrade==3.11.1 +pyupgrade==3.12.0 From 0086d3df3162907c84d62a51d725a28141554ac7 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 22 Sep 2023 15:47:00 -0500 Subject: [PATCH 022/113] Bump torchmetrics from 1.1.2 to 1.2.0 in /requirements (#1583) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 2aba7083ae3..fb1d7b7d12f 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -17,5 +17,5 @@ segmentation-models-pytorch==0.3.3 shapely==2.0.1 timm==0.9.2 torch==2.0.1 -torchmetrics==1.1.2 +torchmetrics==1.2.0 torchvision==0.15.2 From b796bbd1d3108460e01f671247f37d456b1fb0e4 Mon Sep 17 00:00:00 2001 From: Dominik K Date: Sun, 24 Sep 2023 16:17:50 +0200 Subject: [PATCH 023/113] adding seasonet dataset + tests + doc (#1466) * adding seasonet dataset + tests + doc changes * Fixed docs * Added tests for missing imports * Use collections.abc * Changed some docstrings and comments * Check parameters using sets * Changed cmap and interpolation for masks * Removed requests dependency * Shortened some lines * Fixed pandas warning * Improve documentation of raised error types --------- Co-authored-by: Viktor Brack Co-authored-by: Viktor B <39567028+briktor@users.noreply.github.com> Co-authored-by: Adam J. Stewart --- docs/api/datasets.rst | 5 + docs/api/non_geo_datasets.csv | 1 + tests/data/seasonet/data.py | 141 +++++ tests/data/seasonet/fall.zip | Bin 0 -> 345174 bytes ...80418T104021_53_928425_7_503876_10m_IR.tif | Bin 0 -> 29240 bytes ...0418T104021_53_928425_7_503876_10m_RGB.tif | Bin 0 -> 86983 bytes ...20180418T104021_53_928425_7_503876_20m.tif | Bin 0 -> 43720 bytes ...20180418T104021_53_928425_7_503876_60m.tif | Bin 0 -> 1993 bytes ...80418T104021_53_928425_7_503876_labels.tif | Bin 0 -> 9546 bytes ...90214T103129_47_793488_7_808487_10m_IR.tif | Bin 0 -> 29240 bytes ...0214T103129_47_793488_7_808487_10m_RGB.tif | Bin 0 -> 86983 bytes ...20190214T103129_47_793488_7_808487_20m.tif | Bin 0 -> 43720 bytes ...20190214T103129_47_793488_7_808487_60m.tif | Bin 0 -> 1993 bytes ...90214T103129_47_793488_7_808487_labels.tif | Bin 0 -> 9545 bytes tests/data/seasonet/meta.csv | 11 + tests/data/seasonet/snow.zip | Bin 0 -> 345176 bytes ...80418T104021_53_928425_7_503876_10m_IR.tif | Bin 0 -> 29240 bytes ...0418T104021_53_928425_7_503876_10m_RGB.tif | Bin 0 -> 86983 bytes ...20180418T104021_53_928425_7_503876_20m.tif | Bin 0 -> 43720 bytes ...20180418T104021_53_928425_7_503876_60m.tif | Bin 0 -> 1993 bytes ...80418T104021_53_928425_7_503876_labels.tif | Bin 0 -> 9547 bytes ...90214T103129_47_793488_7_808487_10m_IR.tif | Bin 0 -> 29240 bytes ...0214T103129_47_793488_7_808487_10m_RGB.tif | Bin 0 -> 86983 bytes ...20190214T103129_47_793488_7_808487_20m.tif | Bin 0 -> 43720 bytes ...20190214T103129_47_793488_7_808487_60m.tif | Bin 0 -> 1993 bytes ...90214T103129_47_793488_7_808487_labels.tif | Bin 0 -> 9544 bytes tests/data/seasonet/splits.zip | Bin 0 -> 496 bytes tests/data/seasonet/splits/test.csv | 10 + tests/data/seasonet/splits/train.csv | 10 + tests/data/seasonet/splits/val.csv | 10 + tests/data/seasonet/spring.zip | Bin 0 -> 345232 bytes ...80418T104021_53_928425_7_503876_10m_IR.tif | Bin 0 -> 29240 bytes ...0418T104021_53_928425_7_503876_10m_RGB.tif | Bin 0 -> 86983 bytes ...20180418T104021_53_928425_7_503876_20m.tif | Bin 0 -> 43720 bytes ...20180418T104021_53_928425_7_503876_60m.tif | Bin 0 -> 1993 bytes ...80418T104021_53_928425_7_503876_labels.tif | Bin 0 -> 9542 bytes ...90214T103129_47_793488_7_808487_10m_IR.tif | Bin 0 -> 29240 bytes ...0214T103129_47_793488_7_808487_10m_RGB.tif | Bin 0 -> 86983 bytes ...20190214T103129_47_793488_7_808487_20m.tif | Bin 0 -> 43720 bytes ...20190214T103129_47_793488_7_808487_60m.tif | Bin 0 -> 1993 bytes ...90214T103129_47_793488_7_808487_labels.tif | Bin 0 -> 9542 bytes tests/data/seasonet/summer.zip | Bin 0 -> 345226 bytes ...80418T104021_53_928425_7_503876_10m_IR.tif | Bin 0 -> 29240 bytes ...0418T104021_53_928425_7_503876_10m_RGB.tif | Bin 0 -> 86983 bytes ...20180418T104021_53_928425_7_503876_20m.tif | Bin 0 -> 43720 bytes ...20180418T104021_53_928425_7_503876_60m.tif | Bin 0 -> 1993 bytes ...80418T104021_53_928425_7_503876_labels.tif | Bin 0 -> 9545 bytes ...90214T103129_47_793488_7_808487_10m_IR.tif | Bin 0 -> 29240 bytes ...0214T103129_47_793488_7_808487_10m_RGB.tif | Bin 0 -> 86983 bytes ...20190214T103129_47_793488_7_808487_20m.tif | Bin 0 -> 43720 bytes ...20190214T103129_47_793488_7_808487_60m.tif | Bin 0 -> 1993 bytes ...90214T103129_47_793488_7_808487_labels.tif | Bin 0 -> 9542 bytes tests/data/seasonet/winter.zip | Bin 0 -> 345220 bytes ...80418T104021_53_928425_7_503876_10m_IR.tif | Bin 0 -> 29240 bytes ...0418T104021_53_928425_7_503876_10m_RGB.tif | Bin 0 -> 86983 bytes ...20180418T104021_53_928425_7_503876_20m.tif | Bin 0 -> 43720 bytes ...20180418T104021_53_928425_7_503876_60m.tif | Bin 0 -> 1993 bytes ...80418T104021_53_928425_7_503876_labels.tif | Bin 0 -> 9545 bytes ...90214T103129_47_793488_7_808487_10m_IR.tif | Bin 0 -> 29240 bytes ...0214T103129_47_793488_7_808487_10m_RGB.tif | Bin 0 -> 86983 bytes ...20190214T103129_47_793488_7_808487_20m.tif | Bin 0 -> 43720 bytes ...20190214T103129_47_793488_7_808487_60m.tif | Bin 0 -> 1993 bytes ...90214T103129_47_793488_7_808487_labels.tif | Bin 0 -> 9542 bytes tests/datasets/test_seasonet.py | 217 ++++++++ torchgeo/datasets/__init__.py | 2 + torchgeo/datasets/seasonet.py | 497 ++++++++++++++++++ 66 files changed, 904 insertions(+) create mode 100644 tests/data/seasonet/data.py create mode 100644 tests/data/seasonet/fall.zip create mode 100644 tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif create mode 100644 tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif create mode 100644 tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_20m.tif create mode 100644 tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif create mode 100644 tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_labels.tif create mode 100644 tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif create mode 100644 tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif create mode 100644 tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif create mode 100644 tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif create mode 100644 tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif create mode 100644 tests/data/seasonet/meta.csv create mode 100644 tests/data/seasonet/snow.zip create mode 100644 tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif create mode 100644 tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif create mode 100644 tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_20m.tif create mode 100644 tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif create mode 100644 tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_labels.tif create mode 100644 tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif create mode 100644 tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif create mode 100644 tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif create mode 100644 tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif create mode 100644 tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif create mode 100644 tests/data/seasonet/splits.zip create mode 100644 tests/data/seasonet/splits/test.csv create mode 100644 tests/data/seasonet/splits/train.csv create mode 100644 tests/data/seasonet/splits/val.csv create mode 100644 tests/data/seasonet/spring.zip create mode 100644 tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif create mode 100644 tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif create mode 100644 tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_20m.tif create mode 100644 tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif create mode 100644 tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_labels.tif create mode 100644 tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif create mode 100644 tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif create mode 100644 tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif create mode 100644 tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif create mode 100644 tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif create mode 100644 tests/data/seasonet/summer.zip create mode 100644 tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif create mode 100644 tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif create mode 100644 tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_20m.tif create mode 100644 tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif create mode 100644 tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_labels.tif create mode 100644 tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif create mode 100644 tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif create mode 100644 tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif create mode 100644 tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif create mode 100644 tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif create mode 100644 tests/data/seasonet/winter.zip create mode 100644 tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif create mode 100644 tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif create mode 100644 tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_20m.tif create mode 100644 tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif create mode 100644 tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_labels.tif create mode 100644 tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif create mode 100644 tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif create mode 100644 tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif create mode 100644 tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif create mode 100644 tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif create mode 100644 tests/datasets/test_seasonet.py create mode 100644 torchgeo/datasets/seasonet.py diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index 3d417c8a7c4..70c88928fc0 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -302,6 +302,11 @@ Seasonal Contrast .. autoclass:: SeasonalContrastS2 +SeasoNet +^^^^^^^^ + +.. autoclass:: SeasoNet + SEN12MS ^^^^^^^ diff --git a/docs/api/non_geo_datasets.csv b/docs/api/non_geo_datasets.csv index 064257f8a08..cf6c8ebec8d 100644 --- a/docs/api/non_geo_datasets.csv +++ b/docs/api/non_geo_datasets.csv @@ -27,6 +27,7 @@ Dataset,Task,Source,# Samples,# Classes,Size (px),Resolution (m),Bands `ReforesTree`_,"OD, R",Aerial,100,6,"4,000x4,000",0.02,RGB `RESISC45`_,C,Google Earth,"31,500",45,256x256,0.2--30,RGB `Seasonal Contrast`_,T,Sentinel-2,100K--1M,-,264x264,10,MSI +`SeasoNet`_,S,Sentinel-2,"1,759,830",33,120x120,10,MSI `SEN12MS`_,S,"Sentinel-1/2, MODIS","180,662",33,256x256,10,"SAR, MSI" `SKIPP'D`_,R,"Fish-eye","363,375",-,64x64,-,RGB `So2Sat`_,C,Sentinel-1/2,"400,673",17,32x32,10,"SAR, MSI" diff --git a/tests/data/seasonet/data.py b/tests/data/seasonet/data.py new file mode 100644 index 00000000000..6befc1fd4ca --- /dev/null +++ b/tests/data/seasonet/data.py @@ -0,0 +1,141 @@ +#!/usr/bin/env python3 + +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import hashlib +import os +import shutil + +import numpy as np +import rasterio +from rasterio.crs import CRS +from rasterio.transform import Affine + +np.random.seed(0) + +meta = { + "driver": "GTiff", + "nodata": None, + "crs": CRS.from_epsg(32632), + "transform": Affine(10.0, 0.0, 664800.0, 0.0, -10.0, 5342400.0), + "compress": "zstd", +} +bands = ["10m_RGB", "10m_IR", "20m", "60m", "labels"] +count = {"10m_RGB": 3, "10m_IR": 1, "20m": 6, "60m": 2, "labels": 1} +dtype = { + "10m_RGB": np.uint16, + "10m_IR": np.uint16, + "20m": np.uint16, + "60m": np.uint16, + "labels": np.uint8, +} +size = {"10m_RGB": 120, "10m_IR": 120, "20m": 60, "60m": 20, "labels": 120} +start = {"10m_RGB": 0, "10m_IR": 0, "20m": 0, "60m": 0, "labels": 1} +stop = { + "10m_RGB": np.iinfo(np.uint16).max, + "10m_IR": np.iinfo(np.uint16).max, + "20m": np.iinfo(np.uint16).max, + "60m": np.iinfo(np.uint16).max, + "labels": 34, +} + +meta_lines = [ + "Index,Season,Grid,Latitude,Longitude,Satellite,Year,Month,Day," + "Hour,Minute,Second,Clouds,Snow,Classes,SLRAUM,RTYP3,KTYP4,Path\n" +] +seasons = ["spring", "summer", "fall", "winter", "snow"] +grids = [1, 2] +name_comps = [ + ["32UME", "2018", "04", "18", "T", "10", "40", "21", "53", "928425", "7", "503876"], + ["32TMT", "2019", "02", "14", "T", "10", "31", "29", "47", "793488", "7", "808487"], +] +index = 0 +for season in seasons: + # Remove old data + if os.path.exists(season): + shutil.rmtree(season) + + archive = f"{season}.zip" + + # Remove old data + if os.path.exists(archive): + os.remove(archive) + + for grid, comp in zip(grids, name_comps): + file_name = f"{comp[0]}_{''.join(comp[1:8])}_{'_'.join(comp[8:])}" + dir = os.path.join(season, f"grid{grid}", file_name) + os.makedirs(dir) + + # Random images + for band in bands: + meta["count"] = count[band] + meta["dtype"] = dtype[band] + meta["width"] = meta["height"] = size[band] + with rasterio.open( + os.path.join(dir, f"{file_name}_{band}.tif"), "w", **meta + ) as f: + for j in range(1, count[band] + 1): + data = np.random.randint( + start[band], stop[band], size=(size[band], size[band]) + ).astype(dtype[band]) + f.write(data, j) + + # Generate meta.csv lines + meta_entries = [ + index, + season.capitalize(), + grid, + f"{comp[8]}.{comp[9]}", + f"{comp[10]}.{comp[11]}", + "A", + comp[1], + comp[2], + comp[3], + comp[5], + comp[6], + comp[7], + 0.0, + 0.0, + "'2,3,12,15,17'", + 1, + 1, + 1, + dir, + ] + meta_lines.append(",".join(map(str, meta_entries)) + "\n") + index += 1 + + # Create archives + shutil.make_archive(season, "zip", ".", season) + + # Compute checksums + with open(archive, "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"{season}: {repr(md5)}") + +# Write meta.csv +with open("meta.csv", "w") as f: + f.writelines(meta_lines) + +# Compute checksums +with open("meta.csv", "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"meta.csv: {repr(md5)}") + +os.makedirs("splits", exist_ok=True) + +for split in ["train", "val", "test"]: + filename = f"{split}.csv" + + # Create file list + with open(os.path.join("splits", filename), "w") as f: + for i in range(index): + f.write(str(i) + "\n") + +shutil.make_archive("splits", "zip", ".", "splits") + +# Compute checksums +with open("splits.zip", "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"splits: {repr(md5)}") diff --git a/tests/data/seasonet/fall.zip b/tests/data/seasonet/fall.zip new file mode 100644 index 0000000000000000000000000000000000000000..b30752fca77609049dfaee1620fa54724d0ba8fb GIT binary patch literal 345174 zcmbTbV~j9N&@DK&ZQHhO+qP}nwr$(CZF}Y!oBQ4`yPN&9o13kaew>`Hs-!!eZUt#z z5EOv_B{V@3YX6h`pAPiDXl7_*L$C1v3W5H=Am&b%CXD~PK&Jl>Aj|)gk%^v}Nkvvg zpNWBylYxnmMTL=pnURT8pM_nYos*e`gF~NPpM!yeg@gV7W`y{kHoU;phnT7W04Dx3 zlmDNL|GP{7SDh`Li=~-Qr*ZELf1fcoO&izJb7=Z^^ zsD%btIQpSyhCc8|J^0i5E0+NI-T(d5_e~-R`f~&WMjiaig#-YA0|0p3|Ni4bknpA0 z@_!|~5*`Fx02mCF z2M}fcVGro~qZZgnP67Urwq#b|R;2(U(%wCo7v60$l45MQJwGx)AbM<$AG&AtAbkt-4ak`0Zp_b29o5QlS}XbJ&0NtOYytu z`atV3#8L}&df-{Q$C!8svV_LP2dh09I%V`I*I|bRk5xLtvuc7X>mAM&^mfJ1;p2-v zat8w7y!{94nnZr47g$3S8s(Y{#{rIt6ZkY zflpavP}v)~HfF$0NH4m&;v&1_;Z(&MN+Uqjo?K;S=oY^FDVD2Jme4+DM6nAl#U9R; zQnCce?2u6gM}f+I*jreDM=y5}yMJpn=i~_IAq%|X#>tgL|F`pBaYg5Qm@FUHXW0^n z&|PRIxg4RA7QFrn-PHS*dj@kIYkw)$j2Mu}!3jBIaKzNlW4b4?mD(Q);{XecWC-to zln8i9M>2ZPRmQo<5W}+vBFH>RNy!wbzO^d%yqD9_U8SQ7l1FALDU^)^98Z^3`ipzp zq?V5q7|RNo#!--gzaOHwp?MMiPfSmLr2l(Od_5e<)G~imHk&lPxG$Mvg;C!qI1h{2 z<2~?uVPx=1(n80z6d$P(O|$ObLE|zkf2x&;OVB&D@>93Ud1KP-azPa-DZB*BFJXAg z$YG0dog_xvUcNR=GmP9@?~xT@E2Nn-Am@M6re9IlPg-(;$7`;XG5KBM7OaWL0KS|m zd!8fiV6)~R^U>G@z;O)c%a@V|D@li!s@9UOAmPG??u2lwZOKFE<}3S)Rs~~jn;}En zPqu_GMzpOAa;z!l9IxwA0O+1mAMQ)(Q>JeInm{$DcEBi9p-nzcPQxK4+T}@U#R>3y zb8`*;AT9!|Av?GlU|errMjJOL_uyQOliaT_%()*rX|t;yEH-Xuqr51O<%eLZ1^jf zFW5!4B@$i|eNZdvvwUEy|b+Iubf7mosiEEGAeP|xG$AafyF7-l^sgTdxl1DE*pSrG5U-Uff; zTxM)ftWWqV)44nZW?ypuL^1T(j_gbU?oT~ ziMy%vfJVx0#`t0OEmgK@ixSlZioJ+DyW6yxH& zOR4$w(xY*OAu^egy@V}Tafm}b#+QL5r*3Wlx!GI5%xwBY*S4BcNc9xeiDt0isfxAa z{Zv(+m`)vG2`7Z(KdLDh=PCETjQRXx3}Dhrvg3;;L-+(VYZ z<>rc=U`Y&{_e&gE7c;m$$$8C*A^|AtxQt1iu(Jh;X&hwPvTq3&GOYA7;tgfBxw+G% z$tS+aYFwfE>4rfF2n!1?mY>O^I0W5&Op>wb88nx35ZQsrUTvh`T+YK;#ChSV@70(j zvRd<@4b7fP`K%a_sbK`yDB{P-qv7<%27Ejt8x|?+e=7@ZbF0JV8mMSg;z9mO4&zAI zL)+Si5{42>xDJ0BnjAPf035;J^kNU*t{bnz$X`dxH9X7&-!w3PJ|=UoodRm0j%r0H z;{Baj5=+L!Kp|2f$-uE3KnK=aH&ayaj|A!#H0aGzGc_i6nX&x_F59u!F!0p=S5X^K z`IVyevT!hWBrS0@f5jRp8GQ$XZLq(AjC!z^st3P}au*|2x+H?JS_D2QNK9o0}@fanfgsn$c zi11z4`~d}*G*|vnuA=Cktp9OG;I);d9xR7AtZW4AX`$cFH-&EXve;z22ba&~(CRN7 zns9h0hTuXW?$`W+B;S%;$|uh@JjpS<(^-SDrPBCqVl1gq2(e2>pnagnqu3I(7|qEd z%zQ5t=*HYrIAhj})6N@iSbX)7u~<$KCMEtX{5^_Sz=Yo_>@TQECd{2-TX3W_@|nV&E~I z_!(I{Twvb3m>!g5&pef5LEG(vi}K9$+_W`lRq4%wwO#-V2E_SM`TWCYc5k)~ zKjgmQY_f20fCvf2-5nr@*XWr438z9I!a)J3Jz+_-Ks0L_L)m9{u$_84fwNcu^L-;blO1OqWomV1{$|B z)kk}2GXlHQZe36$BxNwJsr)j3TeJrLGY;Ai%#8G6xS(ms*e;-{V(gUQ`~!_`tmGs~ zH;WB5sD@9?Xj22_wTm%3K(QMxvA_r!%M&agybuc6%_W)te2qM5 z?i%#SM9FL$+KS#k#kOrYNgV^~)a z_!_t=?D)HN9a^7%Wr`zgeejs1yxN|IiqWAlC&Mz%%2)yr$#>{>w%fC<%EMeCH$1)^U!I!Jg&b)z{( zO&SY-4%0t~CV^SfA|{&(db0yiWDvr!G*!WEZ-fnRSF6TGi{@7WCuxZeEAz2;bvVBG zEW0T!i!35AWa{O@s;X)dR3OvOj0HjDVwH$l>z zkF-q|`M`lk*;q9?P;^wsfLaV`JK=Q!>-2p?NQTROJfVWiE{SjVA(%5f9_7+^5yhXA zX5ntuN`t&eVB^Z$RB)Wdgc4uE@kTTv6E8@kZ1VS%)Rv|ww_Y?@xso0*H)b#Yab;=8 zaVcqa5VY>L^pVb7f=SkF;_5!$VY#I->uG_GDteZI=BUU7Mc9L!JXGrYS8x0)%V80Z z*cv-96l$nUsIR_{vGfja*&~mk*SYn>D3jLv;5iB;q>wXpmkDy4ZEY(m7cmB=LXfD9 zheQl3NfX;3d``~YL*QY=R8#q=_`)`TbF?Ss&!r8qloc6!8=yq3-;|%y75|36HY>i? zzyE5OAtqX#kbQ8@_3{(*e25f#9i2{H5yofH+dC0vSZPN~muhwEO1>jJPC`xI+hJ(O z8Ol>;FAI_B_;6Sw1wJ7{XhVj1d1moon0*{_wd`20UJ=~FZ{m%wIEuTPX~AA(BRg}F z>bu6*lMvuiovJO6Q*=wj#RF%qxYcmuk8#bn!dQU_7Tw1VfJKs+#k%@=F5~c5vXMAw z=(WHed|d}lX>5_L#K*c=Z3t|IP1(b^xIasQ-^{YY63s4&CiG1x+k|Wfv}2)i;pg>k z3Vgan`1biS?5qs|@)|vC>P;ay_1Z-|rKYXfbQpO+auDw_Z~Jf{tOTLw z-;q~atJus&iZZA-JRG!o&@LMMG`ZP;ygU}@#ol(FjotImY?pb0EXe@o`vhuDibzZt zoCuMcqpZ9a>Qcm>sb4%yAtpLsSruJbY|WcpgpSp%c?Pu42Zmb|JgIhS2$mD@9O=?e za(3IF6o#WTc}hCQ_3itngK#9F7ZkbJrbpi*oRR{Fg}xR>2`!0cN$fSPN2%G6a=y_7 zW)`2JT*K;|t8c7?#I1!L|2d9gu8jnH>=N6*5(q(`x~w%2RSOkhH-3N5y@IQ0o_M?~{_Cy)i2) zPN~$Eoy-%6Rh-}biFhLY*a$WS_3?Kan_oC?qs`-i^*XYz8**=%N7PA8X}cKMWM>Iz zi=`e=DdV59AHQYR5i6==^jm5`a_7leexkTn3@rfM#5(t3Dls9+z|nQ+4F&h><-!blT) zDxNCuWbtZP9-~`IR2@qjv+;=`N6oQKqIm&|N&6!p3=wK(4J%c#+aZr3 z8s0Tz@-!%lLsLTpwy*$N z69cg5dfe7gffpT|IzQ>Y{(`BHTE-Vd{E5|nB?;IJ3AGs$aB>nPx{bLxdpd=~r`ist z)QhN1ajCDi^=x)uO2v)ls}km=sv2(OCRg%!+)3-Kn9#il5C|8)3sr!Xp;=lhJ}~up zMCUsEuK+c`C{b2xi?Y=HJgq#$4AA347j7hDTidHM>qOt-ZdWx9P4f!~4p1<5Md?VT zr>wsMDF5I;R2MNuKaRZMwe$N>F;SS!bahsI(j>KPnyZ?edfk7Fi4m3_GDkD@m|dC0 zXpA70Bo4=rW=zB(7%TeoqTr!mxFMhV^}&wKzj7u6m4&S#T>9u&UH3qG(b|W9VPaln zZDh6R2HJZNpgPeUrE8}%&QA3Jp9`vJDzo)<7an|z-Y;fCo<>UmYqxr)_7~~UIM=h> z1V9dt+^+gm?O z5s$%|4M@R`F<)xbct*0v9)axpJ_&&_?}YmU?lD6NxjODfO{9gq@8b3^SToT^QE=F>Pp)#kqb0oWt)c&fZT?j zI10rXRCDa{d!^-&JTL?DR2Y`QPBg?~uRgsff75Qc>GzqvswV_#I<$b)SAb8Qv>>ZE zp{v=QOdcXcnx6~Ypw|)TH$8qGVq-Q$@S!1VKYb3^H3*>v|L?eizsftrF-F(gt=ug& z35$}^eB{z1Bawvtx(DKGt!JcD=N9h8x23WvRisL8BhOKSA0O97Qo;qed6q73gK`y2wUzY2 z53x|-HD?b}Y#mEDEpfD647O)idkva?W%vCTU(o@|4JMo5`?RRI-`^ohfw3nQO+yP< zCzX3PSi(@#eo>%f|D*%K167UDjS0KbGpmD17Zu3`ys%0`K%;0u6+I)=3diHdUzYNvL@E;K zFt^JHX&%RjhS6S(vnxh4#A&7`_uP*$SLhurh#l`5huAvCk(E3Hu1lfDFV`!=G~Imby702*%Ls?TBlq83yJ*%`!fu8@D_-Tj;L zb<(IAA@O2H$<`a^vdZIQ(%BBH51 zGZt3?p#oW1aFrmLzBFbPvF|!}=I=^TwkFHfw1*3!v;yu8%+}(&RMot6$~8TwLb2&M z&1_tNpR6K^{nu>Hmfw9d6Vj*IK4W@-_k%lHmY#+d_hq?Qd9QNP&v5BY&9M6;3XAk; zYNQxi!9L4Fp4?bS>-c0O+Fl}doWg|S?P5CZ5qU|17S^KmksLN^5wC4$G+Oo;ko&W5 zqEZt)E<;(&W3AYziXB4C(ktDlHD(Z5acjGJUt+@=h4)~aCDs<33?Ywl2*%Zx`G|Zz zSP!Qt=^__`d0pyokW_S1!wYAXM$DF&A2{h) zWvx2!qezIf_$wjiZ4@B`L1t8}#)BLvDKVLJ(mN#HK>$DV}lLp(sQ3ExSaja00=Y zWapHg*{(?*hu-~e`127Q~Z=spK^Myx;ig#zG!!JL3c1>NdKv|N&f5I#FbU073YQ0}R15^2v?(RkGbNO4U z`=>CR*5MQTw>)N)l%YHqONcm-6BLJCi<{;H$)qiUXhRKyZD1EmQ#xV+DKk!=cg3wm zJ;Uc>vx>EItWtl42Gnumh1=Zb>cQyYZolwrLCjrD)yG{H;mi!?A$Tx&fcB|{qYUj0 zzZmUIU~oCgCZ+6Uo`=s|HUc%dam>WG|2^U&gI1rH|Er6V|gF^e?XR{Pun*J_7 zb-&a8V&JwaxTV(w)LwNrw6H#co0CCSqsj>KmHap*4PaI#J{#bnT4cBNQyD=hs9QjH zTms3Vgnvf=4jf+GYyTafES-SP&ag(n&n0P;Qpu?|fZ`Kp<6;{js7c{C2*vsPGIZ8awfBS<@xHlTR z6aU+Q<|wHWUqy~#5-K}Z{-Xvuju@hiRjDY*2wbcd0HovS|CKka|RuuIO*1rCHEcaY@lsn>$``tG@C*U<4(6E0Mv|e9{k|S z6M6~6ge;Wmd~`qL@x^_UOm6FPLCB=vP)lSHS@t#4eL0CPXcRA;es+%1F@YtxB7QLc!!kXeUZ-a{qk<{yS)MCyI;GUFKyHoHHWeQKA^l zpAfvUTN(R+neNqiT=ncj*In?2okKli^t`Td2N%&N(b%7Hohe{1=tGHOIzcE7k0@_>rW()& zyBXYEX-LGJ4v&AV4kE4_J>4~M40G7 zXs}kqO%J_?GuZ95$rhhaN!HT7cb%;W-w2!tTjOp;M^WU?Y1H~#YI>KIKx)JtSlHF3 zH8aPcY(i-E<<(NlpUifym8|fsY-%HEZ0E3>-t`jA_-}z&yz)fi*Fo(DOA&D+quph? z@A-?!GIO=>x-l9<4b3OlE(=ec8_35hGdijp@o8>GAj6B>fN};&t5njM9?!T{^rqmt zk5kwcXrX;oYP#sh3i0n6?c9A1t%xY=x(DV0TSt~8uqD`i+y8XkZ1RUR+M+7^7v{^IyPo^5m$ZIkt9f&;e#5~Bb|VA zKGl!Ltc8`&Q=bP3^4rf-a*)hO%7lYq>9_wAzmFFwMXGh@a+t(`%!?{D8$#rSgc-tO zuLXgKN!vOYotP^|<_@DfCS zYRJl-k(6cV5bwDsG-_a57n2B1KZ(pF{w0iF19G$i7q0UZv=y0$Lmu3pm0hL!sC1O> z!+kU#vw6)Yl3XJtUn+y*q`2ilQ>PYRW;vs5sf}ywOfE#zA44M)N&VIR!Bq1*KCOFP z_rRRmW58!nHLOqxc--|}i%u0iat~pt58sGABq3|D??9{exIU!nz3F{Io`JO61@Hk-WBdz1a)+!Tb8Nz6OGT+5?=xQ70q!%GfYs6qKESljp>yP*Vl<*3=*Qut zAb6d4s#B^xXuUa7QO8YNeEowK^`O8Hli2=TC(^+#wElkYeyRaj5NIKg0vd<8&+iB+ zH+P5AT*z^7cvTAmps=yXW|I!PCxD`G-nAkcJm%-i2*0ft+HEs0{1Npqj+kxPMQsAy zog#Fh379#4^PJ3;7fdxLLn*$hLjiMTl+zR6DQ#~vW)a0`4Z62R@$dODP9!IEs+&-5 znaP`BIB_GIS9H+s)2940J@J%CU>F)Z`YHq%$chQ$1$5_fD(b^P_5#GLT9&BPg+cfc z@1_Fg$Mx`FgFG;PrL7Kxmy|kcbsE=23$`oO(Wa39vmbq5I-h^IkLRi{D(~7Ds-fGs zFz^L0gxBpf5SX|Q!g;q+yT*e+C#1-XzS@sod=75DeqjcFd;sD!Lttn@kXa!{&oH}+ z+zbBc;WqcUkO{&NFcqP)bmKIdHc*D|Fi%4Us!aF9p>HEXB;P9J=v^tiQjP>H)|OQS z@cyjrcf{aFQz~%F!@K}rQvzGK>Zfs+?12+pfbdPSHnYmX=n`mOj`q;q79M4jJ)uAfCSThhsquOKk9remsC@OLdPQ7IQ|m)L@Ih_uO;=(|^C0I6}d zXjq{L?kErKid_e9hq-GE{S*-hbU>A;0LL*Hc_w2`EpsoPyxgFoaSm z;7-U}{Oe9Mu){6>o~(?i`{`MIX25d`ERxcMPRSZ{_E#vC&o*xi)=U$TKdI!NF5(&O zhFY2y_7n~lyP1`s!xgi5zJvA&dU3CS9{49U6jlfW{Yk%zQK|7e5J97uzBT-gkXWNb z&cG@Lq`XTT48#|JIWlNwrPElBPx_j7Ef(zVsfoL7-@2dD%x;vXL;|-M{^5Lu$9a-kvBSQ z#ScXrd8bH;;!fW4P38)%ekt4kNT=Q^-&6-L(jtqk;x8sHu}!3FSdIHA$tqm`>_YP< zG)z)D*q|_0BoFJ`M+67O{A!z;fm_b~FVvM&dKvP-N`DFA`BRbv)ZTpL8tBVLZ0rN& z0K{VRWDJoNPmS~D@RM7VKfWnx1{PJ!JsBg!a5tr9>g_SBSuqN8eq)Qvj22ZvTKaY_ ze^ZNY@WATxteC7XXFObH_|kcri+Bb@h~}jd^2)DBkwML@j80jfS#7lT!BO#a#Lg|p z!02@isMtWPsx(`Ue2%cB{f)N{5^$9nZ*45ndY9POz8?{47@28%o4>uYzLvpR@f|{$ zxH3bsRJ4k0unZW(MRO3@5rNqsJ&&xN@~}+G-|!}ku5T>1K>ay9jr*##mm`Lvt!VyY zYn|DR+TUbBKA`@qR-dujU06uS^Qk}`cD=4amr0Zvc$m28HSe&9$sT3W-QkO8+O%wV zs=KNu0Hr|2o_q-mbB(70=UUyh01IAW{hkabX;@EvMCM?y3Ry8M>LN?k>IrxwFo@=s z_n?P-v0hz8HarsO%-ccNo=XWIL+)mwROE#y*N{~dgf7P5nSv+-1O984Q>8>NNu7Xx z9Hz4*>H_kt4M`V}$rFhiMfgL0PvI$}UBZh3s!5?UrTuB&jDQ`T`dWZrG>4l(d9s;B z2vy1e{3mXbK=g7T#^+=yo4jv-12|fAdjue6Y9+dY7sn}#e6<4HXfV`9bZQR8Nt$EP znzy)ue-;&DiJmqpx#$5;&u;8^1^kB4?&X4F7)ke#xizK?Al=2>&=({$l;WTsYq zCy`P1%#jgJwi?`Yh*}486y-oSg#U*L7;s?5#RJ9|aAbKj=f$#X1xaBiKOp}Mf`@|6 znba~0oX=#zpy@Ov&isQQeX2`R6Uvo(BGp5~PrSDvv8dXQJD&1$#Mh4HBI-3@3+vg0 z%{4}FQ@mc|*uvN6+TrOz^q=t_sv#N0Qv(SH+tZAEk6dG!chGdCQ7VIDUw=xGES@b# z({UyRove@5s8I#DJE=LL*r<3^k>PDFL(oDbsM;(>xFp#*-M{J$@_y7<{ zMXYTPeyl8sQAoMKWxaKL2#;^Dyc8z4#FO0AiW!O(g<@cMpy$*s8&e7&3;~f~2KQxg zU6=+6BwwD#N5RD81$XB`5uBZ;>y3s1v{A5h;>5+39;T%zEeYn9&t8><;ApMu=}N=S zv41QFn(NKc%WcIY?+%{_1ehyUKZt2j2;{$|l{h=07nQ*5Z~VV_oGLhP?cr{FIE!&s z5kbL?Qa*Mo2}`qmp7sE#$Y6iCG%C-*qX@p{gXKl=M$26 z+WF_rKQKbgURp?LK^E4O8c;AV3S>TliPTlsr*xj>Nz@dlnN1J)vNXrOs9gGB-4Go_ zZuF+KO{)w`Ty*petB#{{Tyj3Z>LULalp5F9y3l`kXI9+T8=T4R){ET1aJ+HL2u3-p zNnwYd<@C6g=%AQ69OiQJFWwVuM#`vEL@;lB*R^HRWl~M%MG?BVO@F$-So12=&!oww zg;C98FMpJx5(T?@PdS5WXOg}1+3rd0NdJ7}rN`M#3D2IraCbkLU&uX|q~VpYox7HD zU;aSJ`)%zF1aCl5P+emux_FhlC*mwOdGwY_8d;IV2oS1g4N#2>N@m1DpCxUo&$2Oq zJJj8pk9RBwZG31>OLe5&`Zb?fI#8tChxKJTSNTMl{PQbqU|V29EsO+QSzNog5d*Z{ zQ@j~)&k*@vrBpAMr_hqOul=N^`24jAHk1UDRJbefujdP>$OGoRa~t$)lL|93wjEi4 zLXMsGcPF;%4H@D|DkES>1rSeyF| zOYE3e7q+$!CL+y-z6WR(oK2+NO)llW)yJW6%Dsoi+1P_&%TG{KrgK6ekgF#VG7|K? z>+1ehxBF{q7+3?H1V8Q4nri2<_Bglt*72GjK*HX)B-Mk6EFngE;ka%G{IdWhnH5RY ztd9?EgMtEPMngjrn=@xV?Y>^`kmM#80N1R^UIG2Pago_qbK9$5r62ds9J+bhpAStF znsnD68f4GPKBu10#__lT@@!zzoO=4igs1G2Kl($yzLx=hbg2X^-~wql4NG=1%C0R~ zEb;ox7e`v9EU4))W*TKF{^SW+d~TePK>uCbYUUC592g*tz%*cFS3&OrQ>*C(MLqjO zjw0VX=bZLc*(a7bRiFi_8>v&PR(7CR}Ub!sl7^o^eJUlP31-I*w z1aMerAp1_tHV5W&ddCZiNv*=(IfbN6VbdwGR6Dw=<9SrR>DUe>>#Qu4l{EulaOEaY zk0528Zz&JhcHGW`j!%18M^Ocx3Fz-9Iv)k$d`Y}#`zqM<5?xgVvC1~8rGR9UKxA8> ztKV(PX*-U|>))=CyrBHAGwh_b-V9P8xDxwfP1WwNIr%_o^u#(#$@_qOou4ak&mM?1 z4D_|J8lh-7P7-=@HD9UKhrbFY^rOeAyhZXohFOvG;ua-(OUT0was?V24DFzsZU#Vu5wXCh_L52Y`mVsxAGgULot>0~f>zuzo;t<<*|z<$k~>x@xy?r@w)r&9~=8j5b3eyII*p z29r^!>3Fj+98|VMebPPB2!9G~E)tvN=`t%#9N)!lNoY z%jr=eN7SOGYNp*iWBtU0%0r}ypxYNT^FDv$bkxm9L@a52x~6cMAmSB9=b4-{=tz8e zqAX}&YnhG_Kef;RXrThfk6Rx}7gUTKiu~{?PT7s$lmkVxBKMvzIM~roU&{5|7|{lF z?)ASCW(1%-1Q+{q8Wl>xsMuC#7Io7Ba@7|uui%yLl<7$cVc^n@1Xr4Q7d6&6?LVis z;yJVu%fz5jrzJ2bueuP<%9>%#^EZr2&xfIJ7YcShV7kRn?4sdX|;Jjr$`+G8(yL)3)@%iop=(&XD2ah7Krvxp5;0VEPA#C0$^cSHZyR{{V zJEPw>Y59&Sg@E#1lY|ng`;f2Xr#dn@DYuyxBIdIZ0UA~jx&D_b+W7jk(_z*$_0*j)qWsv!s_^b%N?kpu?#hJ_Z& zxycg=+r70jfw^#?3waau2E#vW_fPWBU;BYW?hma~fOaKq?-oOEEK;D48y0OJArXey zSk^$rN@nBQU2q5z9_^Sbx2%K!=J%d!?EM>Wsc@p>7ce#!l#C!23(C15p)@09V6_m< z@Di=!2@Q2M%VchB{m?olfK=s>lQR}_`7FOSrm3*BYfXKJ{@d8M zu3i=-JtO)viCa6JUQ!9rNt@f(C9Qx7d@)l|%zJLVurk<_i7BaaDYqA+_x^TcW;G7z zKsj8^BKWu5AAVU#aM7v%y>*7B)r_~9^NpUS2bOdxH~b`l28CteCpQT4|JWE!>7K`Oa_75xV9&^Ahs6C?Lry!w`F@Z%wuFqw-ErhqAB~KO1?Ie zjIpcL5fGZPHl&X1$#r=?2-lM*%9%Qg&4vosK8}v|tX4mTimTFzsaj-*lFa{cUxTi4 zzeugmmJ^r!rrEXE+1norlQc|is;Ypcl<_tnFJ;H_@bZ?bP0E~2ujCCLQvvN~zL)O9 zH{_&|sr^O0)utOqOI`jI5@x}-zJ)|d_rDgdopHEk=QK5QIz$ z5!6{RO8@f!9p>uay@k7CS|UBUD=96q?a7e5K&nc#SW1cJ6D^rUinebL&pW>xGnuN( zw3uFg4|U5rmDPt>{j##WQ@!EIDwXWy7%gWHeN~36LPo{Enikf9ST6|oLv)F%ezbZn zZ6CGCU9(Socupu2x%g(@aJOta+)Aptr-0caw5CW8U|E+4b~HDZ6SSdISo70Eo(2E8 zUhdNu9bh1I&6gx zc06SQ0tcL{UOR?)YVVt0Izh>%UeV_e;H?mkg#J-1xokO^SSUi{O5`{_9?B&9o>&Ki zXij*Fw|W`k#t{8)--{j9UH;oRKeA&EKr-oOY#&4!Yu} zf2UWu87%)a{{_uig}XCJ-ZE_(AFHerh%%8`XeB3%UMeSlBH!U)!3(v~2SNsVsA8L1 z#@8UeFzVec?J&dY`Et12r?N$qx8N3hyy6aoxGB+h)4jlsPn${N%cQi)zVcZ$iVeHD zKm8aT3SArk;sziXgf)Kq-Tj8ra-{aLZu+vhl@aS|t=&CU`9EH>G#k{khfSw6_&T?E zDt5v1Kr*rdo?NzMVaT0RGVeyu7y`Xj&M&UJ*2s)=efH`}P9I54QFoL6s|zb-(MyV* zwf>M)9psDpf&BX^H7&ve3a%Ls#b5J&cDJdnQS*j8v(++n-oGA^69OKMk@j_TdjO73 z8zui{sNJ^VD;f`s@=_M&q-eyp$K?3d-@fZbhg4bB~kHeMP4;-c$<0nm9qi zW>m#S*^tpCh^UyY2wc!e1rGQVXAVEZmgO}kVof6(j1!jgbf_+i?v81Z3?YSTloJWz zDIm%}05swlF)SriS(VkHGV^VIL6+!Bq&Iphn+I zs!^84J*Q(N+S^2t0newC`zlK2+UW4KADOM!!1}$AG%36nVgor5IKW9_3+mHQZM$ph z6Cta4npXQ}fs|wY0#^yS-{@8D8O=gSi;n?lnX`3Xh zP=5B%&dusgzMokcm-m1zaKf2@-<0+I+-w;o-lWxdz7+&l4jY!Q%sxSQ?+7b2MdqZL zk5Oz(rD+o4Swn*MB8HCg-iCnPxCp7=`{{>6@M|HW}L zL<(D%q;uh$7+MvQz2VHGtYC>|?{&9b9^Neh*+9ACC&^OoNa_Ktr}H4~XuyenevAZs zwrI$wD{>7HR?`1rGhy$9f0pHuhqwOb@D4B0pwX|c&LE8QZTB_uR!k;_74^)>vta#e z_*GT4$r-+=Wk?`mRl__ehdY<$K68O){D6!C!8;FFK@C1uM~w$X~h-A&o#pz;%~J1)1bGWRE;kr<11m{9dh$N0=iW#Ft$1M+* zneBS6Y$cptN3zdVw~T$Sn-<{df}2kWk3otvaqC3)t0OS(Efi*6nueRrLLTWil*y1T zO49}6PF#yOzlrUXlv5ftmX3jmJ}uYj-$`fBWy{Pj`0z&UbWkVM{n`)hfS;!Vt>J}RqN*wND z#RRt|2`xo@ekPMeEjaB{*n7fhvjZ+ghu;b4hUp}o`yWK{b=gB~$S5Agsb|pYK{ZPi zlc}c>Kb&7Vt@m6QwWfV&n23!#`J&Ya`09DF%2LyCiUHH4QNQMa*LY-U;?V1%L4f!a z+c+*X0Z+0M52M2K=!$F56f1G4OVp>jND^?@aY#y%&Lc2`4FLp7a`i3HUt5Zk&9#V6 zH(qxAM%0$hWr3B`$Vnq`{1mT2ki0L#I4tp8WS_m7)xfPy{Q(lh-0?3w7`Nx9kkwA3 zvg1bjAK;-tc&zEvNoQC+vP8!-0`n)tT1vxocZz*GGtMo=Y{Bv{x0HE5zR;q%V(D>k zfsFaSJ_3_;)yIm7ehTjz;K#0{H_4KR^&vVH`gtWJllZNypehMdvH;~Bpax7vhgt2cADBA-df zs_QB9JuLr@+RLs48w#`UV~g&>J-uxGDtY1Z$8u)GqQXnuauaIN$QF=gxtx47bwIXy zX<+e;(mwO}hzyvv*-!KU3gJ;Pj%P%UtYldp zv+$P5Q#bzngor(VhQ^yQGLm|s1mlqkhd^4JR*VPW7k$|Nf0^HDZvZWm?-2H2{1DR8 zzUKB|D-2WaU=04_k?pN%6-dH3Q+u-PH!EK2DVBF6@Cg3hFm>VK#_twp9&6U^&*Ria zl{CRDmpgq}HTQ!rGDa(j{C6H!m-cW;19Jk&Zuk6Rj{0qEA9KjUF6;xkV#A6r%dWP~duu;QL#NM-)9i@BAeHEf%Y%w=m<}{Wys(%+9=O!( z;tK%%z0HgsZBY07>xoF8XP}(k0H2&Z27Hg!4W`Eh9zoNEkd`ycGg@Ww*p3%n!mH?m zG_I_{omY)ehj@ZHhVqd81}B`z2_ZAJC3fOa4pFWsBI$P(wPrFW zFEAuCYBZpB#v!v_NeA6OYMXATr1S{RG$&0$bna_j+V(4}2uq}6q8l`lm6Ld$)dRJ( zSMVn)zROrO<5r(Lq={6sR|WJ82?M>We6GYfVAB|iOHBT;@IdmkCA#d!qIX``{SUnde1*hH9A;p%P8kw+w*^q$APe3`A(=1ZDd{ z!F@aY_TBxvqotu+YNKlH+GBbs1WEg9Lvn_HBgb)zSd6-b**}J`eP^j!k))8zuNW4q zRfw=4Z~!EmM2?4t*NMW#R27?=*#jF%V{rk`4^=6bZxoPzr~Mk6M>-Y_?KsI{F+p+g zwE7^6iEgZ!34(?ZZ~Ot+!K=d8?n>WlvN{)ajmr3retL*BEJ)8${DtdWeHaq8x?VMBD7l$wXX27QN#O5`;co zgi}7RyBp5~y^%a=JyZbAjDB6r$^l~j zIOTHyYfltEJ>%j!JM=0xe0etl_C6-st71b(xY1#hZ$&69m(?l_k2~_Pp`Fj0*b4aA z-$l11Hi8^GFWPDv?;6IzU;muD5G~sGupD2z+ znCeP0cZ9k4#g_*1u3%$tA0}8Ypxb{>vF<=Xytq7Rjpc3Y#_8V>xOTjJuSN>IiR%Ov84Jo=>w{h$QyQFO!r4wV zj5UQiC0kos!AKVqN=uSJHse*LtOm)sjJ{v~*qxveg#2|Klbym=M5s|sHTtN|9-EyR z7qt7uyZeEetxPg|FdXQim>3=4J(D%#?7RlBOHJF+S0^Uh!rw1m30LC(2OL1-ziz)a zwdqCJ#ThReRbuZ;R-W>{&Sc!rjPI{hEe&C}J3PvuOJ%$7Jw(){StJ4A*-{(&Oe>w5 zJI-V*OByYEJ)?9Omu?yW1S-l3Ia!-Ou>x4pKe~)DB?(n?Mtpz^wp2ayh=;Ttdw@8{lFp zo3#J}K7`h4f7Y&oLy2rH2oH)1Ae#tcMQLtR3Vcs?gc=v&Syyp2Demdf0B@A?0`TxHCkc!fVs4ck{nm(gm6o8^rVPo9O?J^%@j$Nub(TECZAW# z^SHxmaXj-2m)S<~wq_e8L=SjCbj#H?#)bA|rW>7{jgqJ#0WzMy5gSPSroUl;4U_j2Vyx6{RTDiO4-IyBd5X3Ok%1Lw{yR?0Y zf>TcderIw?dxC^d)d@{eEm(|PaF$3WD+)cDI-9!>mce<_>$7?Nm<*OuSiy5XcaKbn zBH)iwb!p`hS6``aWs8A9{zB?@2X9KkV?kuCN`Ck-MvWnF|%@I5K_)b+H0<(m;SOUAN z4X8zo^>ECm*}bD4X5j&I6cNKiD!Fh$eGE4k?aHc#ko^mLCw*^2g~&_54p||o>Ckuh zRR)~^B2u8vVeDjF->0%SYL$`#W0Wa5i0?RP-MQJ)MDF)J~s^{Xast;7panH~!n?KfSrm(fA9aiV zc&vWEV~zKGA?4EPMclcFnDV=H28e`Ri^?dhVK%ujSc z5)}Bq8_|AGN5Sa4OT3mL5qC;kP!Pd`zhz@rj`U`YTYOXrNcWPv9o`73)C2Nu&S^$VRRulZwzVf&#dUIR|drCCy?L zetRx6Vd7w;H5FVc6oBjq&dBq120sR+y&{$e7?V4I!m_|sV-YHyC;=`2qOrqK*!TIM zH)mXRxj~N>+JFM9BXZe6D-4S3pmYM;T;%3^>~yboDI(Vd2M}YupiS|*#(;2l>fN_o z9vU^56ST*t^e3a0@N9jZW9X#Y6ujq%IM&+Bp7J1zHLhzVX>d_Kc`vt?1^4d;*V-IvVy7)mA5fHP>n@>=q zke;Vmxm&njQ^_m$=ui*ugxNmAe6b@Q<__tUfwwg2E>_a!=Y+LYjU<(5iC>)ZOAHhE z_geo+X%w()09XwJQC$a8%M|@D{pD|5;}0^_MBSlXb%FfB1na}ev0NO*r~g^M)%c$hyP^{|`MH_W{)XASYG8q%CCxxS5__Iq+4c!YUdP-q0z{Heku(`-;xA04o^Sz{K=greN4pnED_xvP9&6B z!#N6p$gh%EfrxUpjR|Clx>J8kVO35Tld`A{FS>A`kMor z7@u|}q1l2v#)2aH+p;Rgftx%K?4{d_*PoOZW8YBU@x#S-_!=+3sUuy+`od49Pmt-4 zT3juav;)<$5e0!ttmSadHvlA@$Mk+p`)EDpA3d8}81`_GyILdLA14Z$q1!y7mYpS( zT-D7p_2aIw?F$padw^tIKU)BNlGbqrm$+Nw`jDtiPl^!Uk2@)-O44g+AlOO%l+te8 zZ9-vue>JTcaE)^fF|d<_Kg|mztAcOWA^vQ138yc!)%znRF7&!HZ_V$&IYRxrRc%jU>r;8bH3nq1=Y z?)RXm!|_WRvNrE8scEvoN4~XL}))1gqP<@djdJ{YLW;%F=9ygj0w2Bk}l6D$eZ(&U4frYEWVtw@~3YuaDcbwmVwm zutKa<4rs5#!AA(ug8}=>k`9p~P*9C@ZoO6Tf9DgAnamh(22_dX(yW!sWm^alKpyS? zEc;~;3Hq&!BF-!Y?tIxA$3>Day>KO|gdLG0`M*DpWO5=*K*$BApgA9mZ;MD#cWFMm zc;T5s2xf#euL@V#tZEs0NtJQN| z%smPmSB=}{e3Wuy0q97XMNLRt$4RkdS~r*zpr$LXU)NLATEegs{tBQ-UJ$GWO5>Lk z55n1>#}+x%nRdFq)wGg&)>qel0KH#J;|ogQ`--pqYJQoab%wM}-x*cyXihF~r59$+ zBrNIvgt@UZ4m&@eNTB6@fev0`?zT()?3S;tdxu8Ym*R<>jPp^2bOr&|!Qo2CeG2A7 z1*fFWimOe_I}MDWEeZ0~5H`lW(!n9BkN*glEnQgGd#$pvPRy>3WzeQEG3UUB1RBTk z5E9m7kcnx@)NxT6Jze}I5;od&g_L7QMbZuR{Zz@>gD#PL0*@25s82w1*hsn!FB|e5 zF6bb$B{%j?(j_;klk=500|%Fh>9V&@(v>)3bgo36B{j}V1A*A=%A;G&JjzcFTc*(! z(($(bL`$iDa~MtYsI#1A2!9E>yj=9_{V;gnt+M&rjYYK z)7I{My1w#Ao=Eh%hoKnR39NkFWvY#zM?9;z2Tl`!pB-r(1mXf0p9@CB$|mqEg6Pzd zynE^&paESc&t9DDulyCC773*EMx2u1gDz*h0SmM2X#r(UX8kCW&}@AT9RfiI(rT8n zxD{DEx8v1*{wHk#!G|;6*q2(RP>tR%thKyi>5-0?ZKN@oThdAFu_J^}!5{Xwea3r?7 zEZ1!SedrrBrVJRo*W$fW)tU0{sY5%4T~x)#w%vk&y5Z6Zc8s+ZDLoR& z%`usw_B$E3ih%m!OpFygAgX@z7-(wC!V zO$o)&V7w{TDLkj&KE{lxtesQ7Xu5bD;vUe+PB}v~e`Dy#nycja_M5-YMB?!$RKZ^r z-Jn@H_+)Cb$aXg!)0SN)1g-f13N=w~rmkK!xNSNiyC-k!PYzi=exa}Xq5pJ+Q*`;m z{5LN~2XF&lY$k@Fb@Yu=_Guy&!tQ4w(u$lPH{aAO!Ij>(?|LXQmzI(kg-9|?)z)SP zx_h>ffdo)NACdi0nUFV_V-;;%8=@s2V(X#J?M)pOc-kJ}*{MS_DHveONE(d-y`zeA z#~M)Ks&wN?l07Nh^rA&`;*%~OX!P%fD)jCo^65Ed>-7MtbJ0>xwyOja*B4x;|5-nW z(LaV+rd8!`u{<&?`fM^P@pXego&{AmYBM=NVdd+l?a?WYV}YduJ6fnIqNtucM;5tw zyto1*{PtLe0bWWykO!IGKV!dn$GDlIHco$hW7pfoBb$cj)Imp<;5>!atmEB~izjdF zCB)ks2V|)sV1$O&TWB-yJ;p|M&wXDOmBYMgdv44@{m6}u+rQ!`=O`*vI_i^oRJuzm z?5pY(34;I8lwjOBNMPnj4=7!$A%;<*$_3tVoGc6{h@BQg-qkz>rwMsihA200IVzrQ zbyG^yOBBsq`5=3m#!BO23-r)4*De`D)1wrZYci@}^Tv}f5k`jkfO-4d01Cu9O&oWm z9LtxAb$J&Y4?V0;^P31>*>rJlO)p=4Jr*Y^c01e9i)ko*(O(Nt+d z%j>=Q)pqQ<^*hsJBI~xu)Ayz}hY&Y9qp#i~uxzzY@a$iF_#0&ix4U|fU7Nvd`a!5- z6ow+u?O;|z`wS@7#&+*xUVv14C-jWaaq4>76xRNnNmFKU#t1{q-3Zm{&dvtMCn`1M zXT~|vTyn8i@MH{pl&Mzq2HiaG#lKi;b%(((P9?7BG?sqIrYf2>fFjpNW^7I+Qq}Yp z7s|YYyvH_`+CIfzU620LFee(T0vx#ho=_FoA2nu(@p|O5Z4Kd}afhI+C}hrm$tNk` z0Od8`hivRj=aY(?e`=#-{K5Xv9YO2(|Eh-J6>Ugyb(9b$g|4p5FstBB7k-r&VYV+b zKunq>fR#db5}z&jLNLD~NihH^1$Rhht(q1{*W2VX0QGEU80;g5n0Fb!G^K%6dI9Hq z>~jnGz`;IV{Zi&Be9ssN(SXK<gWe-iF3GKU@qI~_2~ zmd?^KE&ksN@x6f;K3|wzfttd_+gcZTax+{HZPK6wA=IL7*S=J*lCVxr$53$|V2Ipm zbO&`^ev_b{?8#QXvMrHyCR%b^oQWcA`~F2XTCy{PVXp}`!gd@^g?Uumh&7t!$2=z6 z4+xhi^--9nB=NOK%Ahge67*M@+o-GOlp^iAwpAN`L;h7=4S5FXTs29T7L z?uRvh0(fs~h7RY#f75Ato^DH3o;OYS8tp^cE|*(Dhp|Ni8rd*3d}NtC$ z)ywLQCXaRTym5Of5?e%KSs0IguI|YiPsfG1iczrjh8}WLBTeQ9=6>ht?%+`mus5Jh zm`@~>ylAM5N(nqz5|w(j4f1^!m=BVfblhTu+~kj$ZBgAJggA^o5ZQH|0vAwy zdZSld8`Xi$rTsa$($T4}l!(Xu+n97{oDhH&Tq?OI_x^3ZXTUHEDoum<&rW6bahzXg z;)*Dk9DTacuRwv;JfeDb)5pNI^xaVv%IbvsaInOrF~ zzd{Gurb346*D;eBqXwe~btgwz(aNyCdV7OGvalVYKBG+~&4fkK9g;y+wb z-iV`sYLk~+WQ-=kRoW<`=Iw@h(yj5c>~ zu8M9=C#m|y-&0I!h0p*oUQC(O>%*TbdJob_duLeq&6v`2z*AwEwPt|H1 ze@2y6<$m&8BNZ3_nFe5q7_C6EbO-(387BJ?)=f#PuyWI>tlS6&Uc zDYmn~e*?3goXR8Op{OMZdm=c$zIpTKw-5-a31#X{NL&&Ij2;xHvb|$B@lXi;?~BnO z@PHm~#tyulgr?niI1)wsgYF%$K^CZ?u|jcez06|yw}7%dG8$dZDr_-KZmT>V7H>1$ z#woBsbPua*gy|6n|Cxw@ohA-kr)A)TnYzK%8f(i5(=h_g{vJraMY-1dDUDzFyzxa- z#z;kS6*4SfchFw~V|`ZAFF*noA7fSma6hc*Tu7Y+5Ls!KrFhHVlA#Yr9-0R;Q+y2j zX29eX8?#PuaO=;_C?dl%Yh6ofJw*^xWaHMd5$qXRPzXu~|xd8_b9c zs0ax)E&JvPftR#dtT~GX;yt7sjSCk ziE2iHMetux{K}agMdOv?gx#**=B-|@G2!LYMA&zWjuEbO*N4N7+f{H0ffm7}osvxE zcvHH%?`NfD3`LCvn!jnbiv(n$oNrIId?8LC(n~}2RddA*nSbBnsZFaFA!MoJ7_iUF)bp+bL5e*MzIn zWy0~?r=4M-Y+rr-F!(7NvdVNUS=8ie^G-Vm|;x*ODfy%^s zOw6Xar?xb6&=fbLD;`wfD9_H&|aL4=87*{ZA6;<*#BGpKW0>Tp& z(!INYmS!ERiN+h&j25F=4lUeI!A*vyVaKTVD~1gDir)&=6FDJ8In0l{#fN`Z#6m=2 z)oi(Q+E{XK6*TDr<^Zy~fr8sn)Z;v6397ifdUYuim74ODHU!aDeNlOe%v<}S9H7e= z9bbc*2v>#Ur`G3`mdaY%8JdcDn#(S{uX;}F5q-}4Qr77$npx7D!N<-48ha+@F7|)8 ziDc{4qtO|DJ88_2vM${7K4TwyuLFOzhKxD_LaO0DJ(94QP@he5uTH`L-nX=i0u^QN zZT9FsH=+dF=qhCJmV8e)X=WSQHGFd0`Rus2Sh{h?No=XbRo#n^r;j5_YsE9@$CAQt zShV)BGlj>QeGs8uBtwW*{&|vlOM?}6B`${k5uL?sOHGUWxw?hY)DUD%1Csn@#&$yq zSf-}X6VST#uvT(8(5czZzeq_|^}T9Nx6*=2v*ka{@MjsIvG5ItDeNI5`#1r-9-=y@ zf`N1O%i}k{MVP&bI}N|X4e-9{5{MG@a9){g{25vK`dZUSdN`>La3)Xu<;l`}|A*!4 zW${=gVF4FoIBXH<>ObmMHpH)L3!DT5t!9z-Dj_}Nc_t1k=VugtEh`-Bl?Cu!Ym_2B zlxK!vo_J}}9VC&H>^A>5qJIm9+eNt_gsj!s7N@8c^{+u7u*xX(TXI187U|2t7dLzy;k3YMwOVqYV(@B= zdX&hDzD;0t^n(wL6cOc)LyMhDla3<9$22#BanMppy=kATg-x+$+pw@&Lfj}SX&=u4 zI-=w-B>k)-C=ycLCd<&+5X8d2x53$7<~rhLM3Fs@1DgGUif0+ZY7wT50e%?ukL`>f z>efFih1a~q^dPkML4JBcepscL($34oRVy+md_;5jfl@r001P}KeuyHnC*|^MvAWno zxQbb?YGS<1$)gR14fw^O~g?Rt0f7ROe3 z4&64TqX*HM+#H{(+`LvmI<`ajl02~zF3b?~$mYg=$`3Vt;mN-J{Y*O#)=vJJn{A9} zO0;(4TZF`)RWzt!yKN*yO8Q ze`WqLE$K2RI3D9Q)S&?;u@yl`lq)GO99E+2$5tMsV>TD9&!&~BW)O#M`8?#WD4NiM zXgN>le#6z1Yj;Bdl#Ud-@6+lG!2exEJ!e9191RWvUgrOBxf~6?6FZ}>mf%gEV zWK=+hBH)XUc#f$K=4yB9!GC!a@XACatw%9!LFae7CcQVGtG~PM|EfmB)+)-&#-Y+1 zUEiKm*8k96&@AbKKU3a(%S;`vhzXueH<$ zLZL0UzB?P>rJ>-U#`v?0%~`~j=o4=A-w3#ahg~4V)dF96(LOMc6X1IyVC{h!DwEk}w-ci*~_=o*evcjvXI04Xj{}_#M22AQt?=BmTUTfb{*0Jy6cz?b&7Ja8>0- z+u0FbRH4UsOj1!KjS45zWd1KaqeU|PSYM1rN;aWRFtV1oR}&s_`jmylnL^dTh*cB+ zpzexT3=oil8`!CH9}uJige-oT-<8DlTNKb6AcXvvYJ)g)?;K(9V{Mnx_h_|h_t?vB zYV>fc%@wZe_N!F1Ci|`Fe(O~3+mPy6#spmnlK(S-D$9|dlO<7MHU8bJpJ&X>X|z4T zZF#9oAYzTOfSQBzV23NMuK~3678yUaVboS>LpeG|tO*a06;QijMxT50h`kJByk`*~ z!I1WR^|%W67e~nnvWD-Z1ae-%IX+EPa-F6cuvzSqUm!4Jo#aM_Ys0$@w)p1*Xc8R zmhmOd57w?i$wvv_Y$v<9_B2b&Ew)YmK^B#(kpNLLC}c!&KcbdE`cr|cM2?%xIDL1mp*~mETbE8cL@3z6Ip>h6j zE96N55&h0ko_)C&072rb(315*GkZIXxEZu;;k7imm{IQ-P64=v=?S891*~?2#rjrt4d1_=4{xkY5h5t4L za}&0D#fS{_;&#UT%d$A1y`;2&9+WTDK{S&ZZ#G_-(a;A-Pt%XftG(1QYYB1Q0h5~f z*@XYI5crD`+Dq5*+=2S(bb1cd>YaGiEE}LlW;{n-N3{yRtZFsPbRmB&YvNZok{f1SAg>+s7JZubZdlKjIjnDwXZ&Mg`s4z#GWGLRIns&~1bIjZEN+mpjIUsc zcDdvk5QGb##9bp{FPtkeS%N(zRQNHuIqI_$1x-4ISBLRYS6}Ce!kJl32}#AsS2zoe8^t`Jz7J*N0|Qc0@?=%#zrL1MT4B zmxh|D5-E8ARf!Bh{)ZBHC_oQ%1&W|XTs@28x4BP_jL{ZMF8+8(AG!Hu6EQap^_=0F zQ&^J86`6{q1u`S{ta7oMhjsSc5Ovw%vH`fY*OYWq?`Bj5Q3!M}V75BWGy7-hz4)<> zlNbA?5gbT6vv~qVpt1W}gq{~xi(Y60A`97$w*UoxEIihNUo6e zA(}QhkBiY}QW$V=2PR0Ekin&xS+Q?h7OTS+Zw|zJzogwCl+VVqx!cXw6wdmx_)Y&{ zWg}HTE6;oe)9!6;{R_9;f*Uz6B@I#RW331TPSE}v1dCV+YP|2Cf>upgcD4mR|D1^4 zA65v@NEkM+gqb@kSHTZzvtTdsiUB$SDZ=ly*YNrka@k?1FdcY`4Cnb zlC(V01UnL8PdZa!V#vgj^iF)5uRBM=IWF$2fTjcAW(Gc6ASE~X6);V^npJx_2UcAc z>=z1YBxHwJT+-qa^Ex3l-JkZFBCYC!Kr+LYxCU2pG_it9=vm*V=7lz1#U3+KXmSJ+ zII?b3OBAm4l;vvU4z}FXs_>L|Jq17P8NO`f?K_k&U#irg1~T(;aZ~Ov)3nU7aoSo@`P)Vr@pFxqdC|J~51B5aipZ5UFI> z$vQIn@U-?8vC0<7W0C*t-gXaDo9RH{7msx+(!B2Yw@IuF7-!Q(o|wpHhGuie)P@b> zw3j;YkmnOsQIdb-X{FV?%S+FtHCi5<9hFu}2e_Z#IqiFv<6%UDX#O`c#bJT@^%MuQ ztUMDm4dCS65DM!Jzt=iP1>v=E~YlRswBFCZCgSy1FfBg|$`wzT;R#RX()>gH5e~ug`0mFLCj1|tUcx9{A9Sxx@ zwjc@tUvwEi2 zE*a6f_57PMbHsZy+FR zy7?e`KqsHNbVLNx6=K791>W8hf#L6Dvnbv!~q82Fjwe-j~#1^E#K*WN90cbIa+^f50~)ht$!R zRW6G1Q1HPQY)XT4=d2DHwE_qY4>FEL5S!@V5KEY%%hd9kxz^h9E6S^aH$~LnLM&?e*H9% zH<+H|tkiV0VJBZFlWMhM#0x&P4MTEUBSlxBGs1MpEo8RfmdIE6JCqgXBd{Yh(wbCl z?0ZIOm7EPyw|-vsP>*wG{}HlVi=EZ-RwfKfaCehz(UD?J5$~ird_pQLN~ou@|lM>g3| zPieq;;i4AmVp^Cyvs}PcU{dz2L*R7^9Q`SY>H)sv6Ra<8xnGIetv-&1_yjTe2Df@AKRt~V?C*(%*s!CrO@8N)y+Q!iqKKW*0%ki z+0qKzhD*AYgrT}9hx(Xix#j}x?rV9bm9bjktm5%-;H2s*$6w%HP%*k>k|s;*bGw56=pKeyv)*Q z^WB52Qrfq)o;A9pTfkMgu-YQn(YCY!x>du5V!^rT8`XBVbO5w6*tz0)Y0ZK_y5s2{ z#XL`Wfd!SOOny0j)3(O>MG>*fY%^q`x>|7OQEd z`eH1s+6^mo&Z%%vgbkoUnU(qPcvp*gHVLPuni-U*CsSn=j};ig1`Iz?XEMYaRn5of zeH#($8u%$;o}9m++C4oCcR!9M842k2D1lO=*V_4b$t=@? zBMv0SVtx^a%6K@T(AU#1)l8EWabkta`olAxT5{mprtIJ4{8ldxtbv32x@nh82j7eo zczk-@n*IgKkXXrrB2I99J{}zOOQp=ve?aD#A80|6x6?j-0}G0m<1Ye2tw)5)PPmi3 zXFPiKmdJd8kV|q5_OOIx$`uMR$^&P9V9hA|&G>Rd9T)AK;L$5jd8z5B{~!{>*skkL z3I>nU^E`R-IY59FC?KvtpCT$LG9-{G|3YWAjFxCxx}L_F@O!(DS@98Gqc-r`QDgx) z6?e9G8YTXlSQe7luYm171=8bK?9^{BbivioPw(3V!ow-Nh=ov(#1!aaWWN-@!;t+)1(4fEIomGbRsIboh-76a04Ev`V{8T)& zI?~sX9a^U;QY26u$U?G#FD<55K(^b*S|v(Xt&jnFti7y^8eLeZtt=Mfc4I*!$RmI* zd}R_w)sEAU;l9J+>!mh=zTqpp-y86A4;d+VjRaDB)amydd@HVe^LyvueE|LG=Lf1Q zAAuKvew{6duW;K~5#VEs<<(fW`w)IJw?6D3_2Wc# zTWqkE=@e|d>Fj3Gdt3px6X>Q>s|m)`#al!ttx#5JtHI^TSi|gvZXS3y8I)JI!r}mA zq=bne$ZZ&={#u%G(TL!_x9^}DOlIa{snUI_0yw7e4UhO_PoCR_lEsuv62B!;5lI9G>#Ya3z1di2+IKdIB7(^JrJaoQ{I1!D@K1l9!`u{zw+{yf$ z?P_@C{=n09t4v&oAmRRw-egylmBR2A1X&** zoOs~>PDhWo7N)&+4P46yqHwPxjLzVC;Ci*MAeeWIePRkS$rXOTP6-v1yBum!l;2gj zDp7HzhqPX(zgb98D)!qvuG@S3-)hYaqm18$;^CVbb^k}-hwk!?z@E7ph1nV2jsb{I zpvH|Lw^HsQPJ0HwBR#Hv9cVT?%~4|KNiBLYRR+1CfHYxIIwiQ66m;Og!|kopCUKg- zavC`uH!Hj~Vni2DmG6@OMK^WHRss9n0Mvy#r(C8jm`Qmi1nBfX%NVAUe&WmqY#DUd zl`Y%PMtlW?I;LG(n=jZA1G4ZI~FK%%oiVnv6-NAN%)@_<8VS7hc@j;Kek= z>_iqIV=*aLLx;Kg0P~oRP_$<>V+{7z$j`rhJhq?SZol+F7#$cKUEsIHhC5iAb{&Km z!4#zw^`vW2kyK%hSlLFD@`OoUJu>$we&m2H39_QeUrgsRFDTVK?{~b+wbZ%;??+4_ zIo;Nxk2?zKX)l6kMz8tZVj8Pno-CcPnmrKuEn1ZEAnT!o1E@CxHTNcprK+too&VntY@1ZmD2ThBtqVCovO*F0E}X71 zajcx)V8`15?%((E`HYArX?S2;S<0TRHpe!i=tQ}8xHybS-R0Zi4>M2bofM9eWw^f$ z;>Dm{s!2C5Tov2v0BJ8SZLtL*1W5!!7Qk`5ek^mHT5)n7&uPo@Mn)T!kU3H3+vXrG zie=tNPxa~Oojb1XlQ#FTS`=Hqgr-5dVuX6FGbwKbjO%yUr}}% z*HsQYb^X9yfBE8JM-0bZ3I@}CUr=poWkz<$AeN-2%a<2Gjq~dNs0uYPvOm_3)=ye< zE>jZok~*MD6NZHQm&itx^~vTG;TOC3i;9E81EsdgjvlTQU#|PjAnlT;mp)mMT-;ku z^Z$Hy-wgmU_*3iBRI2em6DY4jJ4yTIGA)eQb78vehwzyED?Jl`9FiYV`hx7)97I_- zf#f-Z;HrqK^*NC`Xh;GGRkRe_K$G+*;KcTd*ILPn`YnqvsuqKiR-Oco#?K<5Vi;_v z3$7{^0Gc6Sqc8kZ$z7jbdB3kTWXo1kXj{1xGC2@wXhWPNhq?V@IZ4`?8g6V=ea_&| z_HIwX*=wY;JC>_Pv{$>~ma)mk2vLxcfxhKP%F;wA{GOM|gNM#z*L*$l0*gioF#d&% zFVv^B9DSOC(HHC~*8spO@^O-#?TVcFqtFAY$}Fb!$NdHqQ$&=9&Wg}`0|~vq{&^%& zBmr@Ng_@?C{S!1>1b=Kx=9~o56J)DLz>3hNpIP)6&j$Ymu7V!Vutb6oXi$1Po0`B5 zYpjPX{zzA)-VRN&Sd;gYaH<0@=udgb)yXJ9PHBbB5)Pc#44oH278up3>%{h}>49mz z6+;jC9gk9$Ya;Grbt$t-tE{7}gTgN*{zj01rL^#nV)Xo@ow4t6d#+wn0GBPi2rYL2 zV;NaMCcYPLk1K0hQQ0!V;&ZTnX2G}cL~0CK%nQBP`W{l|eN$2XSY_PADCgzY4W4I+ zIjN_2Aoss{Q6D8ibqXG3>bW!j4};kW>m&FzuL#FW)0w+|^Mj4};urJ+D)oE(ZEEy7 zU2}SL>Q3~y>G0=D3{uU;qYj?G&gGX#S&N0b%AxfgyLMZ|2m~Wzk`2(@5&A75CJSMR zlDMU+Z>1U}`dMC-6I&=yN>-d-)^64hsf`5&NRLYO5Cg8RE2Q2mpyfSwN|EUe4$Ucn z#k^OghoF>nA<8bDh`!}^54!R-c`8Jqg zdTmu5LMwjrqc^-DT%OvxRj1u9^o2exNXT;(_v2HzZ)}1ObP7Fqa@)8N*UTD(n;@kv z#BNQ*%E&qe4PI+r+E|iX`%!Buy=V(jlYE!@C`wv8eGwYBg1n6wLlu_gi_~O5T_=N9 zX9fo!vKalb;)t0g9CpNsx|@cJ&^ykAYo|9zeWP5+!Uz@tVz}$>8Svf%7!z*hR7VrX z9h>`RYh|#-jE0p>K(7Rpl0&=e`v0d?s3IZ|B|O-Mbi2`K+b2gK+E?MPkU9XV{FD%= zp}uvr2NWzFv6ltJv|hA@xa<~Zb6+5DMHgOFAElzjVww+9%syNr(&Ypnq!~+?FkI%4 z2UlLVB^BeOVjAMlPK$P4Pr(Zxbw4_)kbgEEJXm2&)O*>$F?InA% z{P0n{9*^oPE6mz*R7RmlL%0fwn9jnQG8mfXcSTgZory9FNgUIhbrqd(4>;H4Hm($q zT~Li*?Cn}~8h@1I0QrBy66*3`Ykv1792AaLKj@JryB+<+fl;Lu1ZD1qhhY9(`AQMV zjgf>gn4XfhXOx#v&Ry`5q?IRExb&-DkpM0f$Z{*FrMUaXDLH~$onAaIXcu|YuL3LG z6|bv}yQkVV(x9ayE*jHh@wv8SwUP$b%+!mNreV^bdIgJHTYKO7YQ`Fji@eR_QZK`6 zHppk(7~6I`|Ll&Eg#efnw9z5VBeZ{GjIg9p77cVRw&-@=9eCm4g6~td zt0~n{df7Kj+v#F`q!K>UljP9oPdQhYi26M_)3?Y=;H{ndkG`E#dy5~GBu6K}JXGBw zf$f91J;*YrpMC>8V~47!1$l_9!kW{;LUr{W$1h9Ze5EA3&x?jo>=`BC`P={x#Dq0J z0TW1cIaWz11kUj}v!6VSLT0nmi~tD^^UVU_(faY3At*cM zj}@vk2yx=R-+3BUXQU5^uZ}5}!s%k8iv9!yTHXK|X;;u-8sYk7X(xvy_oEZjoq$s4eZhE}ujZr6e)E zw*!|6YLH$g_;?j$mARBLr*KobV4`7d%H-R)6b*N405o{hzzI|PV9S~MP)Lrb5xMbE z9&)zuB_o+2(`h&E1s;OpI7Z+e;Di?qqI<_09Hc8#`fYdLwrM>61Vta_rf5#MYmnW@ z-X8oo;_U?oub#(-8xF9}^b5)<%ExutdVjSfT$FD$zB|lu%hO)}IMfRS1ofT`aDq{P z@`G}(-e4K!o2Diwe^Q<>xjn9HYL7l%xwROFi+RdxnyQL$;-ULyf2m~rY-YW`IFj6% z{V93z-#gb2YUOp##j|9*GCU;7r4*61l0TCDpL|;MGvNGvK1oUC|5v zNDBn2Tbe-~^`ZZ#5Pxqo^J7FwbS}ntA4-M~e|2ch*)-L;X99K|Yc%Z);M1~g8qq~N zIm9ooOi?n-;O10CZiGweEg<_>jfVo*ID3EkVst|%eucrveDg)*7AT(^q(DLLTdyjf zKTE;iy0y35$J{^D1w?HdZyC4+JoA&-IXlE&iTnSf!YnmvNr4u!roS%ZJ7Y{EjeT|8 z;y<{f!ta>8Ows$_xYMQi`@9OdJAuTHC?Y1srEpYlYI=b)9(wGLsK(|@rbaqiim=8g z6$ZVQ1!^<^zsn4yd1F*rOKwI^M_ubZ;R?)pxU5bWI89(``$hIhqP7{#H|*1X^V9O& z<@sz(P>+JZae6^G|=2MJB7J7s6*R5Sj9+mpCC1{5@1`E z%svhI1ml3CvGXW_iBJ?8G!@$s;G|G#^@!q$_67C|F>u{xyZc&_7|xC>BC+`uoGdoN zVRAM|(sBbFj6XMh+Bt z?7RE{L5+SmQ=>&U%bwJ27@)7%ktM(ZV07Xm6F_`hQ1xMb(qVMp>y{&*xg5QXt#2N? zNoC^vU80k%=q|^r63JA0-i9evr1e^+Moop;M9|~iD;@Vulfcrk9tN~t3HtPJSeJ6= zr##=x7>Dx4fGP&d@IG=`jCajRao-5}tcJkCqT*m>P@ZiX*cs;;oI(>?eu6&VK3Ic^ zAwDnbZFLnp7`c})QQ;mzA!VtIxhX28Uolo(J)JRvHur3?{4-2AP_8D|TUnnf2Yr9P z7s?g{jPx)X|KBWsSP;c1wJ-euSb_Hd2`mq9*cBWKM~?xz^3UxhJ&6WT(G7<=C0q!& zTG9iIKa+Uu!zuB%LfdogNKtVU&DyDmc(E_YkUGKXi4_Gk5f0(7ZpwTEGV1wAs(4x?nJRl*%PauH z(G3ZeW`H8pJHh>n+sq>zOcv}~^p}!z@(V|$x2W-fQt37RJ*Q@|(HA3I91I1}#NJCf zkWHjZtDwY_AIVdsYGHZNV`HjC78h_K!$>XEh-`Y{`VUnO(I_@ohF-6|=o9zAEfWV< zQK>}R!yS2QN&I+Sz^+HV2VD){rlZY2H>6FM`P<9mIlYBqB+p3QUFOIRzim--s#@|x zVz(QHr9``B$E3K)eQ6b^cY&;)?bgc-4E{{31j~51gqgg9$4MkN=J*3^AF#Xk3Ug-eE5^ zm~G=T=w1O1!jGV*GXe3GDxk*kDhwBweTyt~=FTcyIJDDODE5?B@#tan0msYV0gwom zlT-ih_SPSN589vqY4QGRe?KiEYS_W5*HDi@zhsmhA4{)=!#;7^tAbC%#X6IN=JSfV z1$fd1N8aqr0b(B(9Lo=`AR~wWi=mqAcIlqx?_AkAs)BbGTisj4?@how3bn}4b zGV_sopx#xsIPjstX*pcS&U)pp8VWbu0N2|GK51-fDlqKVb|NLUx6_1=-dP1JlL|y~ z$P?Y>lb?}#7~KgYq02^iQ=39y($d_$SIvYlGorHbf(9h%4ZUKrV~l7|e1@ zKn!^MOY3M*x=H<~;mPDg(x#6oFhu^=bN>mA%s0|uL!AMTDR0);)B-Dj#rB*iB;?Z6 zT9`^52z8x3j~`RMauD7n3(Dw53c#8k9y~fVk9y9N6y6LhXo^!)x*#s${~yz6udJ6g zKj0b~-!g?y4>jD$(edH?HCzK0g5{&Z6-sONBGBm z+pd}^xq~iM1P9663QM+OnQ(c$($N7e&%yDi8u8RkOa_9E~EHqPj#?^g1Sk3~ocX%#Xr@P@8Ayk8J+ z4ni4v``t`cISVum6&HrM?jwz$%tb0F3}Y<@i|5yZjDXmbJ5U03f6JqDARl+u{437U zCXIshG zid)@N|IblAT3GV&?^?c!508>~TUr8W|1up5__bG{%OSQv2oNkP#b~IihJ9PNiTQZB zog7QQz!v~=R#`SN_%XXA!6A@ZE`?1}*hc{1ZszuX5>UE0oBTsMvVNz2#;qJqV?H;@ z@eq`3A1Bp0YyZG)ub@a&){g&vwlrODO_$NLIzSH*`=R>@t^88`MgKs78!^ot?3-^2 z&9_t|gqUZg4W^i!^Fk$X^bR-324Pp2!dlD4E6e&yfz{%%tEiJ?W_^e-(I%+D&Q-u? zNyn=&Wx+%f==bL~OmcGBTF58>&vJ_2a6s_J2&Tm=1)BhnV1!zrsXdL5J~^T{Xn*IU zHhO@yi~doy(*(iIiem}H^9|)xBrYdYjev9~Fo}82ec8HQ!49jIic&@o;EYS zKE|BnwBb2(g;bM~vCA1=md)y~?(;iddY?~qM(Gobh#sUO7wC^;S}dzadvtiG>V@ zn%F~khvDmDA?7g6MC8~8{fBVPp;emmxHgqWnz@4^Y5;{+mcm$+VpT;o^qdEeCbrWs zgOC(X*9Ir=SEj7tR#vNUA_fZ4s(aoHsDWrmC&rvzIoWMLPMeLV)Ik_^RgD2aJeJly zvj#mZN%K*FU!J&g8mwYxC9B#h%rJ%^@kzC)CX_XT@sMyo?$+!}26m@@l-A|}d=l0W zIL02E)XKT39R!YbyM1@57B?1|BK*_L!-rn`yrNLr?woNj{kSeEua3BP7}QiE0Z0zw zw0*yiGK@43bVs0X8?KxISnjrD`IGr>;Jc@D5xm@3ta7Eipd2R*tI|zaFCs>n@24D{ zIbHkxA-SDm^*K~n09uwZEX@nm4FilOU@!AcoLh`}GB{8$+hyyyvhw=k9q4k4b*@Ae zZxI6sK5Ar#5wuFH666d@&P|I%SI>l0-7Jva06^^wc)Rge*`Fl%Y@| zg^idW++Pr3pPo}L-qEWp;5O~7&nb5%?UOxBq5Q{3M^k#vXty<1Xq~co++3+j2^VO6 zee=Q?FNqs;)MEKOfYP>*2SzKYWRtk11FfYQ0|!@=ctIT?oNP4D0Qes-8u!k?F&Q7i z!U`)-VLUuR;kBYl7$mk=3lurR$>f1)q6LdO<5dg5)Iss$9y=X#fy|^0?{kCN z8J7@vdJ&8+xZ+zo9~hgN8Z)C+0nHL8F<6!s3*zdL+i>iUjZn`*@e6OG*dVVN@( zM`wRT)9^f~Ez`)`Jx!2eHdaTsR=sm!u*H`Vw+_+s_CcRU2GIweV8VnBY#9;ST=Uhl zo(*Ifwj$HMv;CR7^~Fw*92(QShR#RYJs|)0jQhJ*&+Xe4Sz*m=Fx^DF9J~g*Daj9t zGCDjvR4vJi5dWIHm(KM*SYBv1IKbqWyczv{@Io5@`@**TInMLJz9NP(+W?zLkK=g{}Q;budbu*1}NQbZ7;Iadx zcXWmLS(xyvA4J=5YWAiwTF|R#8D!5D9f$gY2mHHCOcb@f@_hsP&Pa=BAV}0B_gM6& zu#HZ2hR@;cI8jmsiL#9J1~Q7^LwT;vi6!oKdYEd@jF`O32{B^RdY~+xWjnT3EkTXv_7bVJ$Hn`7` zqx$R(TmGC31YYu!&5?_gNAXu8 zE_C?=PI=z?dMSxJgSqS8bs;D76T>~>qLWkZE}_XOMA)!5!kOZ_%)Q8A*6^`+~E61Q2%w8IODF`k&I+To;E^s#F@hvh^3bOqE|<)7_)te zN7a>A+Ex6qhb4N?T1I62H?f%ZHd>(6v!^2IXlJus z1~^@xq`8O@DVQxZ-Dhjru!Hh?8c#_RFN7U!^f|C;Pt9e(F9obIwB%IW*SWmM@b_2U zi*nKcEO1w3^%H4wgXXfL;b7w{2}c$2H*BSbT)0j2820)TSCB{jl)$c_*Q=2u zRDf`F>BBDn#(Cru*C{GkPsi~lXHEsm=jfP9*x%>Nqus61nuuS>Y(_^SL1w5gakv8$ z+>Mn^_6gdDt@jt*zj^%-F*!9#emMIs)IRj;<@y0T$~7i7x#}@1FRbYcG}Bf<#8tc9 z(HLNv))xXmA@XDE+;Z}M&?HpRo}JfLdo$QNbXnI+=tcPb<*Etl^Whn()%G}uktJKZ zh2V&6frB~>djOn8EJ*D@@pV}QPO~L}DQ*eKq&>v{+8hdps5bKm%#zV5lTfLL_FJW| z4TzL}2l|^<#*es{^(q^fPR#xBB&5mmHiE0%ZS)=TRw7?c0w*u*xsz1}&hM@sNeUEH z_Ew!_q(epK%3EyP0nY}uS3~N)bL~taowD8cW!wE9gA9)&Z?>UJh7(#HG8Ch%Dddg0 zUoOv!yX+R#Cc7W8@e5+JCS+2=4x{kzuo?(uv?(J~!h^SP?=wF7-^J{wOE7og{zU9Z zi(z@ScsLfHrZRkAC1C!y5MnsEcd;P8JVkG+_WrSJ*R&Hi{NmPK z&9lm&>1@>{)QNI0^#h19bEN0#FuIG9$#1XalmjM7U%QyL3UWknw5XF>Deq#K)ULgU zEp~&KQpgEneOxh#0W4*1qsCC}P*5NjV^8c8O0=O|a!h!B;ARrNL$ELxr1Ymgoo!|@Dp{A$EFL1%$Ncw|;(7)&MRfv}(Vr>5RqA=K#-=Er6 z@Lv%f@z9u)w-{iIFCxy7;F3Nxw)wzSfP%|n0v)sV=TFPkfT}cU1FlUKRzPTJXO;)%0F`>7r z%4YU0yJgBpUb$+%hpinBt~fb_z+)u>dBy2#@wKJ1mUm{23CXy&qiCY5!UM)K#OZ_A zq5X3e`fnnK_SDoION*%cDiVj+n7|1TB#BN8xIObQ-~3MgGr@n{ZOWTSNKVZ`XjzqW znDw(0I_TSDL5WqrGgxhXV#C`qW`~vM6-WNu5L!j0CK_Q8BH^`p;g|YQ zxkB+a3$g<<5YM zde*!8F8oCjsaArr&oNu)IDwigdVAj%OZ~d<(hjpYTWfO9y6^g-+2xW8>JWblHxOFac#Mj=qSOV7~;q6yaG8_1A zQ-Hw*&=+K#75o0oAMn-kic+Rk*WpEwK}Jrqm4z8Z_#sRF8uckjh&T9uS~pCHV)%D> z{j0LTdEa(^HA}U@wD#!2{*Lt+xD4Y_fhCvMY>$_vSDqpYM@h| z^}fO$Q5Uvw(6+oWVt;F?YA+jklS>|N_#Z5b><9+{{19~IO~g<7(e}ylcs7qyPwOhm~Q#ByUvm>lxI?Nj3AD`oCml*#h9Xg zr9soT%7)@r$2)}*Vl15pJtokh$4U$ERMcdYErc2i`l%{kOV=x~8L&euGr?r=TT-W# zmub3&?Hn?RjNks$xxs(6>)Z#8jG6b+2_cR9)oSZN+Eb^=NJoyeF0)+<}*+rfe+VIL1&l42iwwqCk#Mo)0+RP)CWAr z0C=a}d8mT|*BtP%58&u4XU+5=o5|!?<*^drvV(vb`i>L2#EXgW^7EaNg3a(*(!a#T z9o-uTXOc$I`s9OVdp@iu9s&{&6J7f8T|^)z6xQ=&BFP=L+mrvDECtg_&<8!1(rJ3b zMn`g$AtwBuW@Sp#fDaV?p*r8yzlh?|jVV8iQTft{&d(YT_xr2iPi#|vEBlQ%-%H&+ zR5pv-U2HWLWbXGfGJVSQu*j{1qhu%ZKWo;4lO*fVb=wFGbO(UTL~L=+YT$J>PkN<4 z^r(!b;Oc8u+!Ni#9|~vMJd}JB_Ohsq9qOqB_R{avt! zO!G366xu(ci0*dc-UlQ#bzB#@TdtnYdX$p=GvHVfZ0ZKdcY+baqDjFa?E!#a z^;o4^y_(QEAfkT84g@)v#fQ8|qUA%MbTUyZlbY=<{&n-+xU>~^M^8C4>lSFdxv7q- z$RA+!Udxbwn%R;b1^H<#>k+i*vIGt}_jqGvj_Ev0=?(5SC`p*Lo?bj^Vjh-zbKW(H zckb?MkqyqsVai}BzpGFR1T%*2>@hYjs4p-Ow*KE?!hW}QM+AWy*T^Q;duP$jb8q1nJA_;HlMo?%_gb0>*H)4D1P@ zyg6j3&rX8uc;a z#B_A-OQq`-H$0JC-b=`^^nV6_Q#rZ{NM9&iMWJcc_H8$zAdR@KXaRyL>W>Wb$7hB= zth4ueIKSkE`bvoSOGMj#Ldj1s>K`Wyb$;z2wT7B zPhdZm(+0f^0z$f#@wt_}BILZq4_8p{<8Na0WlF-G%a=Q2v3>N{(K!_X_NJTSk)2iv zKR8bGPi`txNee8NxG7^O}H9sE46)zwWk8t|z zHNnyXIYs?JC(Xh{I7QIR5$r&g!1k4d7Vv+0tG@1-jH-c#* zg+~%bH2Bc`ciQiC6CDAbk`pOFmq=JP9Vv=Ez!HqbiiTS8sNtO0V@hukE>yrhXswNI zT28f`%3h@9E!1y&Ad%6^E&0=z!%e053K~zGWPF4Q`AC$M1}@&*KolgAW2FtgdQ0BC z!Q|wzvx~1P_v9>?Ccr86u{@?EtnIZf6`(pNB)VQJ%S}auyxsvCZNB@auO8KtG%*~i zki*}1BF${K+Kno?%>WmXHGU#iq8!GB(*njzrU(S!Uqdyg868*&t~LO}I;oT|S~y() z6jfT5L)c`t{AbhCCV=GHoHU)GwtBo8v}zWODo@i zyKDXQV5XNAbuwf@H5;#Sc4wRHow5{H5z@zMf$X5i;leFCe@T|F&#T>Ca$w7f=1%!C zE}+bvr8Udar7WKEEpFKk4j+}WD>A$5NRwrJt{)XOAfhMek~NUWy;(W$H$(P*1AE5Y zU~1Yxa|z&DhxdjOaZ-nEt%xX|a&m&ls?kuBDf807Lf+Y9=Z;g9KO_n9$E5597pSfs6%JW}JsZb+u#J>DN>&^$xtaA)_tN%<@3qAac zdY3g>)ht%B4^yeM^~A{;P0l&quFopa7he^yWr(D^%TMC4Th%W*Ra$Z!NN zUmfp7rZk#7_XBB>GmQh`AW(HgO`Wu zj&-dmMmuSU20r6&Mn`JrOAtAWzs8uXT~{(?^(s4f8IX(N=y-_0@aniC*8pDau=-Er zVV(XCdrRe4hBEQqXmPNw4GaN8mH#@8c_VkUWyK+PV8$Uo9iZUSUb_a~-C>*sAlSts zG6l3u)W9rSlEH|uBn&jVAaBW8c@}M_GWJW`1I-M4DM{6?hS2H$SRY_e4$woL>w2raHjBZQqm+Xi$h6HA~$kfsnG8;OULF#jWz9+j0Azma9 zL%>5L_*Ii3nk6X{hRl_CLZja*CJgjoUuJgIjz>E>jzt0hjfccsf3x-$sP(-!9H!yW zT8wE&Lxm&0piK&_Aw-{v3eIvoek^-V_@HpaA1x#6{j{}Q?4@8%AapeU^TH0H_Ep+c%FXy_vR_ae4b}0Kr zSt9DtUfPbbg<(3Wf*ZbruxON1-`iy%8K&vFdc`&bec#SOg^_Mj+>Pkr0=>RdZ zdzaa^$PV^QY>5;uxF071+5*2A_Mm!f?>#)bYj2=gOpP3_! zvrET8ovp(+{JCHDZ9}-S%H5t_>teqBs%bnHSR5XOo@!ExFAJmF$>k1Okmyr1X|A4_ z!G*wsva`2Us+4(E$_$sfHy+irv?&PBQ!c4A1LDOUiFo$>*|r$o7;+-SU%x1W$C7Wx znqr9RYfK@d7CAb;t(L*16vBybQ+C=aHHugwUUl7yd}cfj_CE#G4hRGIqE1C^Z>`5A>b zPnXF(UG43f#9*z4=nl7cx)Eb8v_IlUq-|i_MV#w2nPGqg$Yyz?T&Lksv>-S#IJ|Z~ z$iVSh!A?u^Yd4-Qr~t1_D5(ewi&~U!%QZ*P4(ST}$RmkBjf?G3%(lZt=tV= zA#&o@np*0j)>p3-=_h*_b5Kc=$+{o_afR5PoMu4UMDLnrhAmc}|5TWRpNV1->|9UG zD;K+TfqU%U$TNh$0_s#Tm*1FL+v{Cr3?1Npv{uQ`$PGuBliTU5hri&M^24DS{OT?y zTDp;cvzpy7v)k@U6Ye#fBS(+C8Z!d>kvShhVd^c)u)f5c9*q234Fh!dk5dAKJa;GE zgTg_F<@Uyf6@kk{xkV4x^I0~6;=8!ViY*1hz=+!W_%z%UY39@L3^cC#AY>?b8AE*XBjIipYOP^)7Wb)#Hs90c!2 zZ&{QTJD*@{Z5gf{UQuONVK(*^aLxQH$F68Ypd`+-0_SN`+47NDx2NOtY)mt-BPU5j zh;x%Tg2 zoORNn+7{HM6tn3&;fgl`dOde1zxA)W9l)FhS*~zJD!gE}Dur2jS*H3az6dOEhYxVfw8-CWN0;Qh~jDQt6m1+zjPF2SEVdNUs^{G!R$4F z??QjlXJrF*Z!V3AbTe7P(gsaeF=V&ECWvMAcq}n`pZP!YIF;-sxCG>@Gw;xF zj0>c{T|~y|{Ovon{E^Ao`^kP6oI($rdqD72D+v&7e}OnWCANV1UI8Ly|CX}2I!Ux+ zVR!IBG_iG$12`CpFR{Fgdmj>U>QT9?o5;lJqY#u!9(%YnZP`6n!)0L|G#{pXXVbbXY|I{QK!GO9OyBjLoh(kzqbN}EP?v8(NH;E8V#Jk_y2YA$e z1nCrrffqsZb;wT14pT!_uN=Fx++GbQjRT)xPsSkV2RsW^1WTA|76%#t89M9PohBCs zZ07w6of+nh)sa3qB>?xg#TQB(olTpahlWdoO>cUbjS#$4*QGxljb-J zq{>Lp8#1Rag(J}_bLVKYx^796%==qdcnEQD{Re<+?te(W%7ooYMmzT`<|$si?VEH{8<#`z%n^Qzm|S-dvC z!>ybX4OJ!yLR?seWbBYnwLg=Xus9p;xHXZDN?7eT;1J*=x{_cloyINl)}#(VUPK%n zePTR{;)hpB=*Otax8Z1DWZMp3*|t^b!BtMt=%7`W)Z9j*%lIG=(har@uv)yFrrRS9 zmIk>R6}S{?z7!4~LpRk-<3>-f?*{BCuO8try=-FZ&L@(kQg*9Vyf8y9AR!ujOvDmC z>6ncyb&APhGkyo#aYN<%`=~JE7|B18d*W~C>&-8GAYys>ufjagGGz%)p2(t=+?0aD zi$8c_3IZnY<~aAOpj)Ad|F7)iI~?gucYO;{WurJ25{U16GtX>5A(3XUV8%j_d*TIi zeb)4YodA?>1OPmWx;xEkmmbH%U<7~5k=O-R6*)on0!BcSzQILw0xYLZDC#ys=`R@; z+iIB!=S`Hw9M5y$1bT$xC=UiZnL2M8Y6U=f%NNzL<~CzDV-p3@-o8X=h$V9jO4AE4 z;&pFK6BK4;M6J}3+2h&qf}xdcRdh;a>CARK=Kx&>Pf_Y|Hj7IxH(_!!{-)Qn5DMA> zmAy~TF6`=KxBbR{87o+1+xJA6wHKNzqptp*oxBqQLT>aU-BPHu*OR)+WbDS98F-t& z)E!G)r=8dYgsZxkjw%6ob1#6G2`CV18C)dkGpYGq+Tu$vk`#^mYdZc!l?;;nZAT^q zVq$LhP?2_deaBlz8MBND7uA&_u^UyxZ{AunL|TKSGX)Bscq=)D#5+ zp!n-{{~Y*Rl6U|>IOgB{T@T{}{w-RG|Cj&&>QkhZ{D+*DI+Fjl2mGHKAp!t!|Leei z2?N&@Mexr)Qd1NnfB=Ai^iMyL27vYteM8{>hfFm3^4cH)9uNmeS4S1(@8)U?;^tBd z{NHXMfU%9^4PY=_1VH&ct$_#{L0sa+MM8#0hDU*yrFFQ_x6jx)Z_r4@ACO5&vzbx+ z;?z$JLWCn!?DR?#+JmJO#=DvBnQ%6p*AnP3u;t1zc>efQ<~#(zaSEnrv`LCl28lY7 zu|la$lMVV53B|1n=ftXzsa~@R9xcl5eXWS{R&?nlzeREO43;CF+tFdM1MFK`(}(eX z*EFbz7(HLIx{)u>8D|+6@E7m!={cZ!P5CB%dcv5l1^W3c{?@;uUt`3Flg!jF853#@ zN}o0e6#5)42B$3I3ZJUz1{>ppGD`tdh~fUx9ZNuo_&c{eJ-%qa>(^M?rJ+oM`^sqa z=u_`=uJwMKFktTiljj?kfCASXhl3Jwf&Z?#DYGE^6x-+=Zrj!ht}zxKxme`;-x1PU z^1DSt)a6$B@*aRdc2CV^-LhZvBqO2YX)RUBfZGXWQi;SbSP#981(MkHR=f_yKUm?f zS}vFeTXV*63>+NB;RpaQ+t0gY`!fqxhbaW!O0subI?+?jTD_qB&Db|wA73p>DerV- zchOQ4Z*PJnm!sJ?I=1X#WIx|>%0SiW_q!jjSTo@7p@(JzoTF!S5Fsjb4u(d}N{foI zWc3Ky&pYuFb3+aiv*kPV(5faMenc&XIKvB7erTtmkrFq4y`hw(xL)m2(r{o-IR+h$ zA{UIxgzeoQPf9H>%aa|`zGumw>yx`qbZnFw)?`@i-`H@ldi##pq|av;1YTFsget1W zI`_0rGzYwv@Cs#XgBFLQF}hjaDdv8c+@c%F>>|7(6rdSM1W(s8#oc_<&&CpKUFG{z z+ymoCk;oOJ<>&F^?UWvj?QK2jga5&Z{QHr33M@JR+yF=>2%UANaqo!D5v+T(k*MrI z{Q3IFxL&C8kquiM@vg}@k+23&-80e)qHk=W^Sk+n$DU8d#3Q=ox{V3o6pKiX*}{C5 z%80Z|4?qV_nfjb90~cQ3sk~rDSvkX9p8%}+3zAkDW#;0=*F+vnc1@|HA75uLBj`Suw}V8WUFA!B zwH-wM{b^KG@&v&ROK*jDSxiXB!_6)^Ss9bELDkFyPi0{%1eGYxiMFKOuVP8n)Dv#d z8Mv%zJ?HM#lAcJJ$TU=UZ1cH++w&KybL6*$7JgLMG{@|SP!k$5?#koATb5q*JBZ4p#S>@dFf>C^{|T}Za4P14YFDP*cTcP&4!sZmjN^Ud zPJaOpP-Rl7^p`XKEGroshxJRN=NFh~@6u(CG)#U=73r6txHBxabo+Pl>uodSDvB}R z8d7YUjhD#eP!d%}3Oc=^j&0o@SnXg4=}4DMEH+LrMYv8ToY3r;TjayotJ*x`j{^hR zc77q7#n+k0A)r7dAO{}c(PK|w<@#d%JzK7vy?&JaxawGKY6l_$aQmp>Cj2d@wh1kc z8bKPTnieS;YMZPR$>b!HFcTYPZxEuCbf5K;(GV;s?f$UOfCe`P+PYxx9{zLIL~c5Y zgCF%uJX}vqQ=}NzDj66RZV_(Wybr*;o^}bFnnAkQ&af@{f`M&$o6&n;&0=Jq>^bY!-@xG#*I*7`22|#7RNhkXQsb0yw5W}R`Tr}ax z*=CVX%lj zuw(gEMK}3VuVKQkZJle69~iQAO}=nNPle4TK5yrM_;8xV!%wLJ5zqcg{jgzI$?Y47 zFXXHxF!T$|aS;V0IEq=g8iVsj1oL%j9nkqVgJrKb;BppaI3)hS%|5c#0 z#$8V0`M4~q();d5ZT~B?DXTCW)o;dL57cKu_*sf^Dgs)Ow|iB&J2#kd|N5PiejKpG z^~}xvNVp4_6(7U)C7izt@4Y^yejiL{Mmt6euwLN{5GDS=_Oru>KaSz*+Q8^iwtG;Y z1vvJ!F757VquQf7w30 zH*Hl%MjMnv$NjXSr1Qxp3KAVYH)od`y5xNIwwr@@%7`|TO9LeSorW!`Y`pZ<8L$uA zgun_K`t^$2BJwBVo0xl!uQ#kZlRH(L(YxnP$;tT-xI9VWH@u$I{i+gC18439G}@vV zwYNnQ60$GG3zl8Y5rC3CyU3f}oLpn56%3q;WD=x)nN>K(qEhx6BY}b3bl_oEzqw6Y zFm`DYiCMX5zs+KZHhwLE|7FpiTD1H$6ydA7UMs|gP8o{Ms_Aq|UGMmH_)bHB8LW5` zYsmgNG@uxFWw}Ok^Qfdd`L%(2U(SQfI1C8yq2<7*ed(e%Hl8pDGqV`F!cvVhU#{+qfv2t|F^UB8iu}MdlyC*MZ{Tn z`fkRwS$zuuHJZc(Xh%Fruw6n7r)5JzKQnSj2b2pxO6Qx?h{fU)QMo9~^~E`^I>x)2u`Cra^{btt(E56J^p}!sKL@ zq9x=#!yX~AoFAVJ3C&g^6KO-q-Nf(j)290mF8@9n>OeY1?m8$E`#s}Ej}biOJEC+W z-K=u+=|PqXbGl8?=+qYnqZ}0w4rkt-J5ajMl}5(*#gbDXHGRz3{h${|-T$ZU7hv%Z zch9_9T>+lLZmccmI{Ka#Z=cTC_M2oK*zq>o;<|GYa}}>85tU@jV{a{+2qll;nzOUX zF3sCL5`&?BZUc9?kiy3-b!z+9wtaH|InC%Z#Yx?|?zMFqVC#-Yu%+TwU+dEDS)x^u zP$NhLfjppE)8*CG>S!0ots*Wngf6)crNUI|0WE6vs^&AR7}8_-ut6C0N=1(?<$W$Y zzf#7x-X6i!9C-Wb18}DRW)P-}QPHPhDbf9#rA=Q?0i z1cTD_M$8zn=Icn{iC5{;qhJLzh@&YAARq_|LO_skv#p6f!z;-MV0q%IpdH$nSavFv z@Z`Zcakb-nInhC#O)s*fs_g)CJE9;q^W<_uBoo!j zYYvOOPoLduON>5P^*>}|YlbQp=s$WOlp}CP-X!Im-T=Hp$scIj@J4p0Cibxn0j&8j zD*0m_^Kxh=w|xfNlH(DoV_P8HQCKn+AdO@nT<_}riNEge`pbB`IQWBvr>)5(3_dCK zg)TDK+%FlCWLLNkr)mm|2gA;0OLNkmm1ljgGzIx4-u25AbMokJmCPPJutp?U?xH{w z-PiQC1jw`nJVhDph&kVV_THQs=BKpuJ(+X z;IGr8M?QBh8q;q~R@hrU9TBo3BaqS7L5||S;6yz(YSJB(8&y-fNYyODTkO@+nZ}PH zv$O~@wp|9!o?`f=Y~m@HVe=I}lz1WNJvHY2ddw?{=P}gF2O#L)B1!{o7>T5V{5Io9l>9 z8a^$7?L^lfZ*zV=YeIdBrk7&kZ3sKZDy^=07-K7E6QgZJoCy*O7urIKd962%8P-0! zAR5z8!kA(U1lDaQFt{^UD>FFFCx0;z_8kI^;vblSjTB{e0$4eO8a5;%_mBZzI5jB- z8O)cN(3mp-2_LC|`ggM;=V-Ha9{)?N5anLSDN*|9n64!Cb15xBSxqc#CB^yiTV@1y zhDn~nE=YH@2Mm2hKZz#vNp%wzpH_TbfO#&pB1&r_#@g5HQ){U7ecrIjq zA8s|?*)*hdrDH>-`8-Y@n1YJJia$>Tc38_$-T2V+1L|D2!y|xiii*Kn{WE2^Tm9&} zwjfHE9t9Cn1selQ%f&9q9lQO>4Txd*SFlMHSQEpv%*wTnpR7GL37(gL`BuOu{<4?x zDvo4e2+=~#-y`b@y=;=1puuicSFk-#k7Cl==X6cGC(VTmRo$Zr4(EpBy&^8Wp%D zJNazRHkjH9%9B>oFo9R5L9xF7&J={oJ`t zo!9LMVZ?74CzRKB4UsiWHTu5v9HmK?t*1-(lIICQ>iM`OYy;Tg`$%G=W6T^6@xcg0 z$ZPH8@hsv#$Qsqby;dfcal~DnS?zGGR1`*av-t;gS$6rz64=)Zq&Ih=HdbSYKOwH! zI_(#sG2{>1w#cyti?CtGu4xFRVf*$OlwCOiY0rAP%1eIdmzJ*Q;vY*XD=|mE(!oJ1 zQK18Gy*EjjWf~@9xIZ)rF23?PQ70P*R&2|352|R+96UhyhoSdjxn0$b1D$VJvufI7 z^I-|0whI2&iV8?uNsqf^JD3M zP`8zOa_%T-Bv;Et<2cl#R>Z>`o9YMEWtrx^omo_j_I{((CzEvcEG)&(x){J$E|*?4 zuNBij#i_mh{LnA$tt^p+81#Z-%M7k8cua!$cE_pw)YI?xI3)r!Ni_m&Nr4ruX&s94 zF6SkW{-b(3`;6|Jtz+uc4ooW6Sk)WA8}mi%TzD3kmf$t4J5iivomy}HC*jN*ban$1edq)m=>dEdw2r&?yT+KF>?)k`e z?t5q!SiZhPm3ZfIs8R^?bIt%9H#tf^*@=JJ-qq>UnQs;YFMjFI@=lD<*1=M(@DEGF zsckg!H8Z+Q44sUw)td?Y4c3;ko~OscijvIWr;vt|U+*(E!XwIBo1c#HXbBQ!u^6;& zYI6r?BvNKD`^;z}u)DS8GBI)wSgZ^w$|)X`cRm?2pa1l`-*+cxLS-&zX>xtW6lCuwzfBIliJpnxr*H zVW%4nv4Q}6R~_xUWTD?wzuHm48Jt_5r4hgNY>Cr2GK|d`K8hor#b1a-x%}!6aBdBz zhf@20G%ZE$h{IMNrV}h8=>ik|!#!=^Zw%>RUQPRz;oQhF1-0;+dqz{KG%LOGD0V=^T@mmKV{Lt=C&bdOdfAkxgDYTO3_SaKf+XMrosfbKCU%|r6InSJ0PN9WH&h@E;$1S8QSuUtP1UXg9150%7m07bJ@N*PUb3igWYzu4fO8vP1=nU+ngpzw-S$NA{`4(#LEOKISdg+if7LYmwC4!D978vaJLf1hJ4Sp+#1GMWz=}YN)qR%a>N~n}swo5@L{#5Ts zYB1~Mlxz3#R1=!v@zr2LbK^g`n5wHyj^%MFn?F-GixRGp$SI)!yTX9@m3)W(ard!U zl^810{eONi2F)tt0mf1VouM7YZ4sboi*gTg_fkb2NrD{6hBrM zB=Uk1B-(i++N8+C`u%VI7?Ca&61qFdH!09g7mK*~Ro+9j>Z3TQJ$8(HDDo9oLPHle zoIe}CbYOW@waKc0)9NHcYdUO|s-q)ZC2xyGYwOF#y6DTN&q4>0L`F%zHY`KwdOfL& z40I~O3*2gy^H%vw6YnO;)}f%=&R1g<#C0NbNXmUV|3L#XBE``E8~%CB%ar)R(`W!B zWx*<1k?W>%_-=gP9I3RWh<8UhS$W-3xMdLMq~X8RfI<&3{H_)5bmcL!9z#x>1SAn# z5Czv&Z<`40&Vq|Sp&3h1ckTZ4DU@Lo!tbe=h<5TgRQ03Q09o~VS;dNpI@XP+t`NRY zXX*j!OArLhmU@5`jbdlK$QfF-REe-S^BQTV}Nx@M8k!7eohL_fIcZ&xD};Y~sOx zq<6}yp3}8uitPYYz$WUbT_Lpqe$Jcv$WaJI^r0mo{O%;T6E^n3 zxasqqXvPZ#%N?4-GYj=RP_ZKz2FX$jVl+OH! zZrCaE2tk%FlQ(_pdRs)Zz84zq9lhl4IWAk+>r|(OPWI>3MG^bAE?u6f&$pIM(WYwf z{U}l+tUA80<@fFsKdCvT=cY22hgeR4gJCqCRFn`>O)qQpeD93%v=!u6>Wg<-h#0kdv$((9Z(w^KNW5gGL4p^=Ra3Ug`E29$bA7=>OV&*Clxop>g4 z>y5Y{j?3|X2zjtgKFH+n_A^JaPli^RV}ca#tIJBcTk&Df<;Iz^f?cJy zo1nEjD`UxWA_668<2sY*PLdBp^r!2q>vxO2m-{)p=45|;loeb~R_DORJ5s-8#{VZ6 z27&lxQSRx#A$n`tet2Dv)8dDoC9DLBWnbZ~q=;#iMH6C~O{oOJz2U~64-Dz(fc~l% z&vjA?pkpi^uG>*xzDz`kb1QCi)of|qFu`8vhvDc~D7f~e#sF}?k}!<`W5n?e=Boy8 zM6Dfyj589J1n4#{zgfy3WWDd_^HFfX8tb&=KL?up(jrbPLm!oNShk|{s_8TAMa!&1 zL^LzozX3Ydd!*XQJCe2Mb@`sk;8%GntRk?Z^RhNfya^$fP6i%ZiP}0gV^zRR9+%%- z=?bq`W@{;Bzh_h(zTWlFkEEju1rqa1r|2FAkfNI#`5~M=@h5ukEK74nH1!F@FhdFY zgN_<_`J$>qspyc@9lg3eXa<^V8GwRnpg3>42+D49Jr7J~cRg#?1?qRxMBj(CQz;mH zhBrQFI-m}|FGYelhB`3?*)CCi&L!0HTbC*uKA3H^z?f~=j|qCI2IXer%=-`1Ls05t zSN1DfUzc4D+?J~wvsM3!DCF-57~QcS>V1HpKJmn9o@nkahgVPwXyF?2R_kHPu!{TST#?SE8nm=o#4rwdF;)q<=) z=nsWzDTbxI?a{)j3F|)MYBaBL-ug!22PUYwzA{o;0#Bl4Zr-n{N|>LWAvOw|-FbEy z{3cw-)?}{82Id}hklq_9y#+?tpD#8oz{mNOO**ZDwS)yz;=+nY&S|-d&D8Q_kbEVr zP%rD|IHs717lsY<46#_CeMsTRdIM5TZZ4XqZ~Km_LVqSfThO5xqxB+APkT4iuCA(5tD|{oU^ZYwzK)8 z*bz-sWES{p9wNklub?Ki*@W@~xgT3ShYZe-#++X--2*>qmyf@#qD9Qt^o(bzWG7+O zK5W9K5gRR9HI^qqGBT2AHk~3C@M+0p#WoWK7xU)3!bmW%-JmBrb?QMgPWD&)_szjJ z?MIgLETYQY@FqW-^7eBgG{F0fH|2U?D?y%vqk7yceYQOG>%aVjmG>V>265k+<>6IZ z(w+m(U-4Pg$EHRfYUl#fdSUzOVEn@{PuJuO!=ZSRw3FMg^%$1|3i0R&OIhEDQN9yy zfa6DOig6;SdPU?rabDZ3+mIm@v<=%$p?<6j8IhSUT#>oHG;(?9#P4Z!FMMN{-JA2X;#_-{3%DcevU3M{WV zs4z4O({_kp@0|Qo`fIc@k09Ks(jYbHi9XZ52?u%W*<=3q$SkK*;$Qav+U?TsLsx~D z3?8F6?`*U@0ka2C{3Mr^Nr({cz)2Mm(+BN!klbs7&y6>->F293XR&>SJ!%I;S?B8m zqy!Vq{!?tdSYhAJ`k@f8w7@qgqi5QhuBpM%*K$u;XX-vscMMLdyJ=WQb$07_&9~jc ze45nJYHaAX@SC-S%SOAHzonMa^ipkwp^Tbya+zQ+v(wiqH6>R!yDnS*p4jo_H}OwC zuyC(c{-Js4zO!_R`wzy{wlAn;&lCbxePiwDoN$S<7IfJ#9~S6i|7Y(-#YE2poGWum zT-g#yk+?gAnGLmY4?hp1juXc5 zOcXk%u_xb?BEVK1)Za8(cKKp_CVLQE<6f@#PO<`7W|X_YzW}DtI1(Nur?N9O2^tbh z+sdA`3vd`JDf?{fT|OQ43RSK8C|$ZmA;~0;W3uMK@e%eRsiGxs&n2!P&){)9N~X+5 zaZ;T!o~ts{P%9*iIK=hxXvjt=#Sa3Nny|rw$7Q9M&LR1la`48FXF2x#CT?5@JtwiWqll&`GkcB<}01ySZ|=uJNIUNN#3m2;WW43kkj;zTs@MZgWe9A^S7q`bQ8_mYU z+Y0$k6bgN>fzU!nhPRYkWe#hdo8)PAO{n{2k){I@zM zTjxz&*Z=q2?sff~hx@se%|UE5^f~1=mB4H&av~}wDX9oV00aOK0RW)DfRDd;zsP65 zhI@Xn4|1!&q+`Et&>#T7+wYwpG7=;z;8D)tmpA_>?l%vw`FH@#;+XzaLjLgY_?-p<00O_00>4Fl`7Q?LzZJqOA%cK8z+U|C zy-@^E{jUOo-`sCa^3cV>1Sk#-=o4rqRU@eGi)$(9l(Zw?uZs@=Rpv<#5VK3~uNg(~ z0h7=Z56M{%^%8A8423mKbRuwOvuz7WO-P8?j-uU44ugWjigMIFE{z@6EJ$vCyL;!| zx)x;QS#t#>Pm)(zP>jmTHc?x7tTg`#nQ|b_Mz2Gp*DOzd9q3mlAtAWo+Zb9A54#y8 zPe&k0H!Oxv{a(l#11pCRCA2r7``0(2{97PCVzy3c(6&6&iFwOSRfFr|?%N_(QvZUP zKOQ_Yma{ZpZHi25TQqh{4%hmg7(m$w3&yL1f*N3vo1W3MITyp22s6pj7;%TQji#+0;n7!i z2oQ+ua?51_y(pESn*?c;46D%8k*NAQfE%d|3uzF>@2jizU>K*x%Uf`L8&T}B4?#vZ zZa0zhhS<+DYU<8|NnP8utNbe^i#JeoUGC-Yz%~6nc^A2t8zXOD7-d^kA589@?1%+E z0%N*iV*U=AWw@Y5Oe)7|iS>QK|0LKV_NN~d-VRD4Kwm~=Zdl|ed)vI4@1v*ZJlXqf ztw$f|Xb*QqmL8E)LPBqncT!efug(~_0pwDn?c5xoMxE~QYfQt#gi1rqByB?u|C(f0 zpyumVvKy<$;@r3zC&!oAe1fKw=; zb2!P+jVVyUv|`fcai0vzMYQJaP&{Is5rYiIG{gbdm~)khdoSe4Cy}O}qj>vPB#DQ8 zj&zeqlh~T?I(l>)FSnUwsuC)3LK>5=aUCbZ7Er;iTYWm4SvmJ}e-2%)j!!LPuMwbV zB-csT&p$8)IU>Ipj}Pd`LL5sC;JwJb%q8W>LaS*=6MIsjXqi|cPy%W(;rGziZ))q# z^rQ9_6pG#8uB^9LE~v#?Li=}4BWyWN5eyluRYaR~ zY7IR*bL6R8tgx=U#gv`S1QQdo8x zPg{)LxS;o6K>j3t0m@YSSp5sfIxdQ1*L`c*QJ1t4Uqq&Ru>M2oTnf;6KyNlAUQ4;} z(&HIH3mncGCbqL=otU0O$Q3tyKW5WPslHZ3f%#u%KmK8uDtN=o& zU(H!6Bq-Na{f8ZFJF6TAtrO{2g1lK7H8T~EW68;@-NO7In8#djUF2Tb%xP+*h)#~Z zBY~KW3mlk=y*`J&_Kh+(_W+m%0|eqvxpWt+osZrugKlcuw@vrx;Z>*B^|WPKb?LhY zq3B;)@M7)PuPEAyoX6#2-WN_y6PTQ%c{4+5JlR16RH%DBgk(Vj_YTbOwwR~VmLwB1 zZ6Umw4+Pbc0pm`b2X&@GhyGxG5ilsLadZ-YqhWp=DC0o+RC zXTv{NYpEWcPXDfij*}z>Tm9(rWr41uIRRvNxjzK!_biS}E;{v3yL4ru?4;gtk+du! z`~}-3Ksm22Al`$=e4F5QpSmn+j3H;sbjua}&i8((m0q-Ug+W#nQj1?@Ez3v%dF~=O zKTPPnh=SHCS&y?-V22s{!nPJGkjKS4d0;-oMXab#t%`H_O~_a8dH~(EnvQ+woT>S` zwj8-gF>RXhK4ZcD+7C<6ul?hP&ccHOt-BbW3|tO|wKR(Y^Eat(lZJdzYgI9LLT-pl z;%SY9T!2Rnu0-o~N@AdY4b{*h0%qF)Fao-tsu1<tDjA4INotJRYGToO%p*S@0Saog2P z=%)>wQF#E8&O$+Nt&AFE8AeyXXYQFhg@Lx33{k{Cid~fUxg6g0dXgSKdFA3x$tVeW zHjDiTTQzgyX|C$i!}*n1EU9AYPU3_Ey`yIIdv(LmX56L5dr!U zLSmPqTC}L>Zot%^Gi4{s(0$|hB|WO;N+$!@h_f~JBD5T)x;Dn->bnrZus2%Pbe?<; z#E&YEv;td=f9eGhgGz=x%Kuy&lD4Oz60aC>HMS*bmJun&UfqYl{?G~AW4uymwMA&f z&N8=dk~(jM^u73Y8978mB6d)NhJhPo(9GA#%~7Y8)3%pYsiv>khr>zTSgB&LtZ9(| z<4dEQxuN7r`2>c>O#QL0tvdtXvl9#R@f~BU4YuW2je=mIAO`~O%F}eA?7_9Ab=|?^ zeGxw`K_=+*9fG$2*p~82q?G#pTr7Y-5INq|TfEgv&%kdL$7J&v_=om{_5l*Z;fS)5 z9NbCMvpZR3AI`}>Hx-Nl{uk~%C? zDEnb&j4`OF-W;TX&YV7mcdxD9B^nCTr{@~|6JrZatdZ-fTi#koq%~Gh2kI|x@|n1n z%}|)VSymR&sKKCkNa{KE?~~rz45UI$BN`h!9RQ)pD z?pd{WeH6{3(#b{~n2>^46eGxImV69>9BIBOt}%*s`*c(5BV=? z4Wugifw+)H9tAon5d%TqdDMO{BMEvd4NCn{N(Za;E;*ENaN38ZP_6ooQY08}`_mbj zGWiG%O~o6Zxe*Cx7OQ6+AM)VRY(zX*mlojGXoNXWjeafVTY)=tq1UHLlZiJ9&9McB z0b&?ueSa|(7$!<_>MP{LH~Lx561*3rUzoj^HbCMU>yn-M?}bVPlubh209!RNiT)gf zLwsezMx9!Uglr5*DWv_RCApDhEZxtC60w|8vR?}0J$Jivt;C=zUFuTS0K-hx5C>S5 zGge#t{$H(TwW-*fmgIITmu-w=T6JHkHyJ`=-s{_AQ5f^nPpFjMqB(>)V~FlsbtB<> zTXhf$4qvrV3;mu~0xWE-H!7eBwl*;yIR>9q<9aDnInQ>{$S$INflZ0HwTRrz-o480 ziaxJ8U5Ck)53Uy)Qv1z*0DtrmYoWR7<3ElNhYF^~a?c{yx_fs;+1Kdra3J0lPPp8io$B);3t2m z^2K?=2(7`t8RkW}-L_8pEX8>##6NZoC!17)$S!NYF#eK)@dyqa$FuT z-+zH9dl()8gdUz4vlsgR{m8EN-{y$w%Jtk!ypn7mECrcVV5OaH=l&=81LL>I`%(Qx zW%gXCGyILAM>eIK)CWb!M;Ai6f7uXJh&t)~f zCSg)9hv`P&uuYEA@b!cTxzV3!Wspi5rxso(F7DlUj#Lr^~KJQ_}XruJ(!;@>#{w|c{hLJ)zP5sDYvjn}ZHC^aY zq7#4Bq}mbO02*scmL^y4jLkB=Xl*M%N4}F1vF8tP)O*?|?>;M!m6)x+uoehOb zjLyir;WwbSTWD6{0%$tW6JizZ(}`652x8sb*#&MumsS>0-?!#>8{rL>EGMqkm54_C z9t9)7&d`^YmE{N=mvfSejnK6`Wvb6*7P_d&MmckU1H5%hcm7p~G;L$y`2P7I61l#7 zfOU{VB_uv)YFc)8ABSxUO0Ny$C!|JX29e8tRcr+~0aWk0q0VWD>Ta#h-B0(rAo>|k z1&9>3DyGP(tB=P@4*i~+qe;Qgmu;>x5c~+Za1B$_@O;|G(l(z@^Pjyj@B5^FCtaAK zfhip$3*{QnH7!oBGqYjM1lo!sw;6HzniFp8n%Nu4em)?sc9zXhNDGFd=xCaxC3xIK z2=IQXmGr@l1u=Z`P3tmCHwENu;aw!7+pvNX^Q5qsPerF7k!n>xE(xqPVqrzZV%J=s z7XgN{Xw;v^)IkUNN$(GT|6lgv>w&TkgT*cs;DxQh9Yy_II=-)%-n7tpvWCW;FKzIH zGY!s35?EcsMO+vV&il@Fr2`%FoC$-4r%REd=78onQXe8wv(_kM6o@^0V0PK9hdL{x zaz0dCMl|L5G>G^Vcqg~BKxtuYO=klu`5U#$`j}C}wFNwzxBUR}umuG%71Nh!^Zdq1 zGar=k+Rac@zBWHREN__@pEXbmoqHa-bLhS3x+EWftrHU$-&QhPrB~gv$fd{Yroi=I zCLe%&W1&%&K6N~@ z6p-flgTb|>fLjIW?emGYoE(#qBmQSL*3?Ye-I-bL83;2Zf(#f`SC?N*TAMg(jz4q* z>Clw=kA~H!M)VraEE>&2O*=_ zn2k(1M*$`mWwD>yVsV!;K3IDTae*iFrf!i?PjbvZfikpLIw`dGN`b%)_+Gpfm(g2- zImRbXS)!9dLNtS!UK6bQ7q|cc!~$)dX)s7Egs1*GtR<9-+{Ah0twtlW?3SR= zv&6oV=x=oAXf_1OB7&`|I7&c%i{>BlUDnJ>Q`Q3rNl^lYzjH?onW-^Lx0w1spZL!F z)TUS1?$R=47dWV@w)UE>phWuCtvW4{{P`$0JxToohOcnVLwiV zUK+|sH&enOl)O__gBDD#j3}kt=;S?6?-G@u$MgeD&GR$XbT@m@zxm=ETIP9)=IAR2 z%D6eKGwXNz14hoLO#Z$h5#vUkV9Oi zPb*sq|b837bE!^=ROB;%z}(x3f9AoCZ?5CLio&$2~~b^kc>R0 zVuNHiA&chobn&PX8x-xhB+%U^)|0pnpFA*=5<>LX+dbS#&+3VFWKm(t1uzWhqcNP3 zFsUz`&-JmWZ-{C(#iPIu`xZ5{WDslYMMUCEOP=xK;1<)*-K(!~2QR z>i%kZ*sTh!)pCD@aH)?di?Q`~!Ukx>S1n)7$edS@F$*aCCr_xm(J%eI2_VsAni*+0 z?CDKwH^wqAAUS9tRkKV^=r?crc$V}0;|<1cSugOr+)1GiqFmAqG&}psu4rH*VbY=qVjxBs9m>x`k>;|YA8(Vfu7fXiD(E^ifS7L2C{K^pOs&M(@xxqA**nm( zeGK$663&hNKga$iSQoyBJBS;-Ag~pjWQt9%PkN$c=0Ny+I)jyq?^B?$J&x|0_FJ@s z64LPqDXv7mln8chxf%W)L>$cMFg$rfjm|j7;>e4&P1zvK{Fc(98=PvL!8%9~3%Ko~ z1Ebs)@q3kaEI7N0nxXb)F1OF7RIcGUm(JCH&Qd68hCM5&L?Al+n7b*;3gRMxDfz{sw5CMapYOW9vQn;fXO zL^&_TmpG1r1-ko?eVv;9EV1l+d*6idpA;!QKt|d%T3N>&TSc3I)>TXHd~t0^QgZf# z^*mWP_9VE%glyfam$xXdv3U}GYxj+b$vrShkKEY*sNA;2G8V)YsydW^IxO|;E?apY zDs?9gnROX6L{HTKZktk=~l7-_yEX(U{qDz zxMhoKnTVRF=W=Q-xNiJ|9Ro_FV@WLNY)`jX^Sk zp6D6ni@k2mioC5SKY*!a%@Ufv8n?f9EQz9qPisn^yI0=R$#wH+1qn=Il=3UC&3D@9 z4k6@URYO9v^n6~cJuV3d-HcX(la$~wmLj4O^qZ(8PtS9P(o()#*WkL_6j})IaCA-= zhG5P$9v`BE2c>SlV6zm|rmuj(Mr1_({BRPx1oaq439-rv9hImhmqg|Zf<3K=t_qP# zKb3PA>j+0opSzVg^CwD2z2Lu|lhjPQ!inLOGiw{*`IESW6TQNRZdHKv&ep^lCcSIL zu677?r-L1B)!1V^Xg*4%mo|Ql$}=oPSbEz$#o`dwId`${WkXdlu;w@Txwgl^cJ%61S2UZ1B&9O(KyMW zW%O!(UjJjn@%7761bN&;27d^>ipF}AAN-lL*vOa3A0te{A8wn4MFwt3hAPGP$Y-w2l4Gw%TX(+5Z&YL z%oUNsTCSL&u4fqM69`Y9$r_sJ8ZxriRrF$K=~dmPal9lhFpod99l7NBE{kfW$Cz3N zN!BMKV|vCAP?i8&))+f)ak`hnE&cmnY;E(?^u3{k3hL{Xz+dp@`yU-4D!NVkPDGmK zJhu?x<%Jv_gP-Zd!K^3XlEVCWgE$w9vOyU<9E;jFRNa!>;s^#oii`|LMd+hH%UouiH z1rsBZna^X@XGbx@`+wNwUUdz;XJvo7aFc60awG`SLl%a^^wFxW+U61Zx5=ksGEyAR zi*UzWYv&u3rnR~Z9ZyJS$ zu6S-E58JfFl>V%^+V~HimYy=65@?~RVWM?}aw`zltwYB}-(4bBa=QXvY18x^A+brN zri&gz#R>rsI+mNtJeYM><%`D*K%t26KQ*E8T{L<7k?$F&ri3VL*>{r|FXGV5~4oY7@%TAfmq^ z3q~6yzMoh4sX9u&GK2vu2?7%%( z`jsP-)bFX=Z6X`s7;f!RUhFCW!$d>joRtFjK@wJ+pj)CCwuA7YtOF?*hB?A1O}+xO zKCWhdFOL^=2PebXjVmkeF-2*iAWHHeiKl+QA_(KeOchg2DqR80Ad}J8#&K}bSQf%Q zkwxmNBet5S%5lKJn$ywf;AneDD2TKw9KI>&Wjd2eB8)d~`{o&JrbaMtty?m3CP!$a zg!@HF@h1f?0JcmwtEmY@Tu0JRKH?{p}Pt?0HY@* z+MDF!5jXZ8V$P z<$_5V*BVeF>j=(|DzI!$A`WR)o%U%-Cz+H5rok#%H@z187bCdjsH|Jn=jSfi_(%R9(e^NwmMv z1t-aQj9F@Bp*qrlwnX)rLlVs%(PC6KzT9LSHiP(LfksDnaRtq{^q(94g+Y4y=m~MBuzY2(QthSn(A~(jKG-Qw83&v;;~$;|x3#7c#D|4t!{GC_taolirI=Z_^uld3^??lXy}MZ#+!w&CWC9Bm6nEM>2&SsH9?ml$GLZm9pAcyy8e5@ z)Szq-FB;S%QoLXsAz5iqkbCBu*vzk5fs5ya1+sa6sxSPp$96asqZ zdBJTpc(-2s1&lbm+>HFsdJ#~g$4`&R0d13JRf-Mo^2$N>q5*XutR1Jckncb{&>5R#!p`*)-WWpE;Jyy)oN-zSOm< z7ZwpqfPJH;qjCzrredQ`pf#gS-6b?V1c}@SU9Z3%U@*2k8qXT!LklD`^81vAQ%B7aL7Lu_ZCOSn`$XmEE>d^OM+l z*9Y_=<@3abQ=m-dDK)T&6pqrQtrz{{bZf}~w2K5wzjj|)jxB}ZQrfTtm$CMmAl4I6 z0olxo(bQo(ev@KRP#;u`xScigz=yx=v+{3Zh(JpDL8+8d{qn)f6vU=T7VI?47d!o0 z@&QPpa%S)G$CQK!`}*m5h+_wH^EvFC^xQuUyOo>C$#s!;C$@yc^5NqLQPN$pW=$|Z zk=PFTepg&Jw29Oo>)JQ17uv)_OOY($FQ1=1~YwYGUj{!p8;U zR8(K{h~W0~AI)5{u15yTPBa>&oLuG9bBMPv$!W{>_!mW-=r*xZ0Vpvz^W}hI=>M=N z(WUbhPSX*|TUNCX*G~vugI_Ky^j(`uR*@hZ1*@%v{|GNxvqA8)_KdB}qm04LPBx-b z{Eq+qjsJ1>Q!ds>5(pjnD-_VBPa4XzK0&hi%gFAZqqv}Xv!8U^^NLgnubl^;$|#iG zr$*mGwcQe@g^P@6(WIp*62>vo{r*fXnUJ3&EBsM7COd`YjuC*>BuOPt3bO_&pw_|q z?XSkJ_w_IBNrSZj9>zIV+s}DSKG5v1pR?7K4os3xxsj~{YSdaesxD4WuqYERc;2kS z_U3bT-+BgGAv;1P?(=ut4u{3=U))vQv+&)+wE)2SrT?b{!EaANb5AZPdufLn>(doM zT3=eXztuj@ux{W!8+;-*92QbgxW9PhyM9=Aino6in2y#VPtr7nwm^u|q!B6fvn|3b zboU3Pnj_{9&D%52G(myS_l2*Vx81oDkt>tEyM2yVTf0z#cN>gJ9`FX1zrP@nw<&ga zqdw}4xa{)x^ilIQ;-WhTblV@4gFZP|Z7(ArAhuydV5%NJX^kut{C%W#z`r+o^jVvR zD|7Ey=JtPkn;z=!;-yu;bg|ML93M^HHl8uPVqF^ufnumjXUTO!=vj;h&`tiSbd9OYV)#qk6Lb(Z7O`siusSaX)VKxC14DVZir?YVt%a zGa2{SB{r+A@z)H?`X$$vjNus(8m`+6c3{3S$-jV4H~w@ku8$}5^{E{!)Xy0y~NFmhdBbs~z+AG* z?hCrha*5GDNZDUD;h@DNa&6U?$gn!*Ib!mj7}Vg>Xm|ts&^BTi)FAM=D{6EQ*kqhc z8n2uP8S#4dxXO-6NyJYNJheh1_Xl}QQtP4Q(DXCLM=BL+!XUyO+oKwEV(e`8D{Ktz z#@C!A!NF3Vv$y~BKiTs{O_mY+D$5bwmn3T$i5@QY>UH@PW@h@r2U+_dTj5Pa zCpB0GoX=3(0c6#;sx#R|+~Ur|mSv1l9r}|2sQBl)x$#sQB-EWk)1UGOV(jyVEZ#h-=Gtct{}Ea=IA^z;&`C253Wr}oL@1xAt6TZDW~{-&3K+x1Dm3ADl0b|%=FPeB~Y)f<8grg>-mta^RoU@_r-X+1h5^o_Q?s=@ZE zE#FvV`YgLr3bi!eWf>$1#6I{=K*~Dr;86^bM=tY36VYkH|FsjShee(kb1h`K#yNJ_ zNrnYpt{?-Xo($4+)@X}bZ-WH(xCe@>ce7}jU+(#$jTuc&kRqA4&Wcr6NuZp5oM$HJC#LQ*~>ZeezZ&_3^@8g_GC1{&q+i=KAZ!{+twk%kK}SRD>8D_pnb{2o`F zS^j`Tbnj&6cYp=8ZwtV-oAo3VQ&jNp{DOy?jX*dd6*5~+rs-a6*lm=!lK>=fPa#)d zw{7_H|1{`OOJQ8Kc~;tCP(8|R#Cdrh`P#H;3~7DHswMnDYNdaB%IR! zF{pUXC=^sQp4h&tcF%U{>@UVshI5~j`VDAo@5%F{3-pNzZUs7UAXSgQJ1hyKkiVKS zgr>NLmpdf$kP=&pGjtDJb0EJ|%68udN(@X;xAr#1LiKEIg1-Z+<-~!Zd)xv$B-6-D zG|Xot=#uE}AQHt~6eM=MeHT8>SBOT){;!TR>DCFbHIeImR-|kBWlY48B0vs<{=In0 zmT0Ruj41Hm&-JJk+Fw5@*Cb)fqE=ke-U@4|4+gVPx`16CxBMt<`^~2?`lgn-V@=B) z!{sh(jECnPNyZ3QMmjuZtaHiTG!;um=W`h_lk8>|qo#L&$6Q3fcpvlBhES$613Q&6 ztrh-=>h=J=T}goo5__Ph95Sd8TDABa zm9gmFx^)b9Gkz62>-zOW__g7co&?Hn#TGV<+N$&^knCcfWe)P_!K+|N2-*+|Mp{x1 zm~7=9Jq7v=p%7i3=LPG#+7+Y%RwoXU3ZmYxuHVhyOu5x*8zp$30WtKFj``l7E8;U} zkyFZ0ojDK(?4;;rh|j_PhWM2T5aD?9ldr-Y zE@Up1x)<+YY@_hb0}ob1XMVN9JCN-CqFSj}6eQo`!vF51ME z?{kf=Tb~+tQ0A}Ts@4|E;WyGL+Z}qn@q_*va96;RjFDF{5i@o$gRJJ{a!vN*vE5ou z=mVL^^(UupBaJC`nH_5%wT0S+Cxzzcu1zCV%+3ZAM7$aBluXyEShu9XFoI;hsoI%` zK9}jQ{RsO3G(z(uF`2w;h*~i9qzsb{)nvXlE1S;;*|8;@9kcSI4&K?P%iJ{L`KJnk zfB$W_#+?Z?lDBXlP>v~1HG~OHtv;(p$7J`kcna2?0a*q)Pu|KwN}#;jyu{sh^1dy; zUxhCmwpDcVN;{Z=CNzsGi z_o^}f>?#WAAO3fzv1O*^oa@mqlYskm1PvV~(U;Y9F0q#&eO2H8k_4_8(+GlmV?Dg_ zX05?e=n0tEx%ilw8k2{NZWdi9R_^$A>D=Yw%EEDuk4lMs)Ljlum$ZrPI~&?#scvUd z7CaL{n1jN+4I&w>X3HQ%PtK5{GFwXz#rCeA{@gRHg__UVRHvY(Ox80AEO# zQ_K-XwZez32w*y>8{7m1pOISCM@L5D*i9X4&9(2ymgqAup?rf#{fpG0U3&|J$jMA= z6!zYa=;qv9=7~%hLnk6u`M20>!e@A$bL;+sRnQ9}X&bs;sJ925!l=}18fZ-?<1LDT zE)`!w8!h)_t1e(-9ui>hf7pZ$yZHn9h%DCOhRi#DcIwtrNoVhHz9S3N-h?wK=d~Y+ zP~1NI#Ych;8?Edw&*<>MS){+3G)0Zh7zVj*PM>7y^NWmiT9ELrEl-($4A;>n^$|Up zDA;8Z$BaMk0ouJS76MPLv$R4WCS=-PKOzY?$j_2~?@-&zsyit9EW!;D)ao~jZEdZo|=CUh!U|*HGc~18A2tcQ) zDLVDi8-CnJr65B}!lL5c|1g`*$GTC#O>W@f#w!fw4d3$+uC{d}=9tr8Gc{^LdWdK? zX1x* zRN6JyIyoP;c5u*BFF->9%8OZ!DtXLyG%ZYXzK-L{*AHb5MEM0TUYQmaD6lVo)YL?{y zJ#q$4iR?D}xx%NRj=}>vkj?t#6m}W@64dtm$MYN-#p4*9$!6g44@xFHZcxfI^XR%E z)Ir|!rsw>_^aqQ5%-ZnzEAhs4fLH7(RqVI{=2Zi55Reb3|AwT&!V1>pl-lZ5q_8Yy z&WZsIf;$F@38L-!gd|gw@d&I+)n0UbPF9wu@9M~H)NRO%%gwz-8yP06SMwyIu`2Mn z?g6>^!pyLdwy>mFz3Brxry;6nAA*ab&rQH=WwaL_xyK^+Ekw$rBZ+wJA3oeO&j<#l z|I}KJhdCihMv$n(vV?eiNZ9nxXXMb~D=FkbjDy7*5>U5vLaH;o%>3n0i|Ca*LfmeN zylq;=41t59M|h9&u%A^*m9Ys$yQ@Rd!>37Zs9&4J7~$Q2AVPl9Xww{6R{2~bLB%}E z2(SWq7g>fR@TwTPcr+e@aaHdNNYrLnt;2YMQ?NU5$)9(nP#wjp&bCe*rceu}#guKtyocgE*0d5}i}O;GI|5jI8o z==y``h$Rd=Y~@b*b3=%^DIT0UAfkAeyVqpKh-ZD$Ts4;5QyP{Lv)w>Nl~x{9LuV|4 z_%!Lz>Jx#8v1wPbjS@^@LEtdZ&orxlvPk?+0%h)vXzaq2xXJLADyyT=4ac<8>ma?- zpA}^L$fL}v0)rvHDixYsBrN-lW>cI|nWz`>Qc*aRdxc$14ZzkqCHDAwx{N3g9ag z;hnpx8{QWsUfzd~<>SE@)|f9n=`9e6WW=eggP5a%2D9uw)kJ9|ix$y_(M;}QvPk6Y0*Pje&n`Xy z9x_Z#Pg;~hqRp8)aq5^tWPJMkBN?kQ%5);NN!|JYl0bDW%6|xg4CM5T!>SK@{}^i{ zyfsWGaU%ELTR=rn%2k*k1GTbQL+|#CJI7O*o`J)ud{^7?q}<@v_wOjM=f9V$nHTzZ zwBzTu)t5wP=*;Aw7oy6aMOwd@GSXTv1eC^2o7}bOeQ+r_d$OplDfl5d0tp{9nJmOL zSboPzyZpWH_6f{S3trM^Q`<&Py&L^s@upz~r*?geu22zMs;Q-+KL-#Xv8=7_%4BiW zd@~pEYPvHRWT+pDO6TIK{YK4XwJd4p!=k#1oWA;?ArgvgB=qWEMTorGE5RfAVMyqn2F>MwXCnfO$vH%j7!xHc8L^AM_sN4R9vr4Cw9ttQp+v}G1|*q11}Rjea$GA|#k&?g zGMY?2n0b6Uf^+Y?+5NxF{CMHD9B9z427qM=$l;wz(!%d<*{iyzNd4Qrhe*OwR;gL| zar=Vn(j!{>qsdz2TMJA|1#-NPV(3^v(GX6a-k_;<2QiSF;G|E8uc)lNkl!m z>+b2QPIagaNA2!;r?M4V;<7~SmtR-!MU)z}9VVV(nI9U)FDiANM;jbKQ&e$H)&Jug zO)*n7QS>0ScM}p#B*M8D8zSEd1nMX5uOTXxkplfK@HYf;1q=^*(4 zMDk70L@hGf)F(=EZiJ-YX=?w=op#dL1rVaUr!BF^I3)Hn?T7G)4g6`@iD3FOc4 zOo-{I@XEc~RP7=3Cu~eFMj&f-C5m``vY6&6m=)D`@9w5!rx~Z@m|8qH#tyS~U_9s! z6D8@*$LFA7fRA2%EMT0cO6^a?5f+~Fy99JYfS`ykWV39(*~o&P{IuLVv0O#Cm9w&R zFf>?jRuH_W*ur3}X(K)%>3mAbOTFglX3{THQwG?fzejusF^1gTGL}n(va8W*Ye6_v zmEg@u4aUizM{bAh(GE~s#|}RsI>V$cFj)K%#OsdQ{sV^}urMeRu5jW!`z@WQo=?${ zfm)lN7(KtcYry)7BDBO$Ppjt0anm#ST@}qRe;MSX^i}m?9z^A^tS}&JB>m|$8{t1~@;3%^x1p5gi^T?ID@^g|+&i}+vzpdY}0vFzWh zSX+YGj5sfyJd0GRO0vydQiSkWDvuu^KVnRjRh98=h_=pITe)hHj zF`8Sh`@5)t7wj*(D&|b4U30E zkr3F|)kNK~c#TEODek}ezN@sNTvvf9?xX^AkzcPu%r+LR`rmMvL907@E3x!G9}25; zgWnllnj926!80$3M{wB=mh0}@H=zyf`jv!2gYHYu)Rrnno=M^Ig5W^@D}2tOk3>B+_MOrm@P}(C0|Ui?6U>PdkbD_Q1} zT+uz#5~TVbVcf8>l2n$225wG-sh|v!&jWifhsDA)8=f8`>Be)}V1YFENYq0j`xk8S zEXkZS=pwBGY$KP4?_!SxnGtVA9Z_I_4$zA*f)^!bNm+dFwxBBC28t@h-x_WLyAoyO z&sAyK;f};UbQ4EEAFK>dj4inO&Y?;Tfkc=A+?ouypiGd_>f|sR+&Zg#GzxXmy5JiF zrKi|dV0uC|1uS@GsY2t(_E3GpH&Fb@5W#HdNB}a9x{i-Z-d4#`wtQJ@$)myY&961W z48O|l2;ku&*zfD0g!GBLb*Wie3KV>E$S=$Y?;&!caH$RnGqVQ^yaVVTf7A&9I-D;G zMuCvI=T4+#f)xHzwKB!sbtb5RlY}01%`9RT+X}g%*T!ggC-H)&I zvnvRny}h@9Zcj2RGJUgd8bS8LF=n1mA=3^ z_sDmGBig!a=B|5K`kxH9n`0GvJ{1ID@%?y{oKaNCLlQF}xXMw%n4uocK>Vg_7xgxpHbqNY^;AKbwt672fh65f+ zQ{nWj2*MGT928w*uFXjTc942Fww*;1?XNdx<+t-;b~JK}Esde`<*PwWU*l8*nHacv z@0k@c!)vza5&eqv#z@TO#j({3NNKv~QAX>XmVUF~JN69>_3PQvTNM;#H&3!X48Kb_ zEHLedwdpCSHWYxN)rqA6>tW4qC9}vIHx|$_Gaiu0zaX`O`

4*^Oz=wBStEujf3OiOg`oF@|)R{hTLe zJ8ddNgJz0hY**7y^Jiltv+W6*Bs8kh5)&1avR~JqYM|l_MgfdA z;$8^>A=`MH=|1G~A_||97-hnGxKMCN$`-|!tm%J z!E%&mAChtwo>Incyht!s>2&^~%BSrIq1!uNtVJcr`F4yv(WZ2oY%MXC3kdSZE0%AY zf}FgicN6^d|6F`qVB&&+&!zcX-Hv(}94N?`^>rFA#6(5{p)UoJaTd#gCT2K!ThrYFL!rJlM;Vq-Hu22!xeHW~k|ba&ormzd54-yINp&4<5a zv5FnRe3Yq99nG4#Qs*fa7sMmG_l@9<)`Vi}NI3wB^;B)n`2#L2b-JEW?y<-Y^`)(r z#38SXcbS2$ccCdk+3Ivtbe+aK;CM5G7L#G*SdBFg9P+h(Y0DfY*M~IT(RIGRm3RP> zG{}F)y(GEyD>@n}>LuY|j5xuO3KG+Dv+(VmZA2ZNIkT=qnEK)d4Ek!u!-TEh=EU2{ zaI+qU?N-bFMsdFFAWHni3MG#9e*qXk=fCt>OG7nEqy#IFSktGu1&eao^aa$7^Gn?5 zs*sN13P(l8z_r74k1d4MT{~kC8CupDxoucpPg9(UL>bha&t-3~%nk$l+jlkE`PGud z{^t|sxMdu&c*G_cEPSqQzD0{c`(u2@A5vEP-ZK~K3`xdX$VAQgb=C}AqqDgHeuagd z_&(J%8uyWtxR4gNz}OGJ`Y?XZa=Icfs1m-mqUL~BM#zYrgtkb{jOd79HCu?L)V=_* zP#3REiU+NjRs%4ZyMKlu>|z0*dZMx|))wjgGZUW-D4iiU0N@?Q5hr7dCyuK(>Yn9) zK+ycGUjV8ZDTORoO!u5_446t)Fxh+!fKz1;_tQ(q@DZE?j7D9#Dn(?Ekhp`&-;9lQ zcu-h$se5;EYaQ#tNZkPEtT6gHv*zj2u_J>#;#PYxCD?Xb!+~j=k6UoX>%>}MI@_8t zmNOJ#XtueV_IZ2C;tSbbFRyuY&c5SWNQfg9^hVZ*!0wHhksyEh--hN%i_o?lCVnT2N_s#x}s?zG4L7hiz7uDF-k65`V)@{DKKp z(H1#JEpxbxxoUk%(GDVrSjw3&1VHiy^fg%o&}eCkVPIQD%t4jKV3UI4YugG(_2R}* z$!MT{iwwtuPd%l)F}V8VI@yqknVMG2!s9Vz?XJr2UVpmp6+7(0(I&D{#Cubjija5> zID>w#wFquQyqC6E;DknTw!$khcLZhdeZO6rvYYaY&Uu#YT47HQm_!76On2Y_+`mf} zr)>((tPB+U)tgHtdSQn1zTRPQ>?;2W9?Zpb8ou5xQc!HKioYnTNv7k%n_RE^8@iv& z7ot=L0B4go$8rmGnguoJHCYMYA9<``-tIKsk6q+S1B$9VLtUBFEqgnXxzmg}QF#!0 zm4&ylJ_EuWTyaM+K#YxI`pHaq(~zhcf)Il|vXw$gwQutPz}dvsZ1_xC0u!H)TFl)L zDnl=SX@CawRQiC8l>PBq z^=y7781%oIy&4nwQog8wIjF8j){uzT0We3*6gZq`ZCKnHv_0u?c^=LcwvOPNsbQ3q zu@eqJ6i~~|IVIF%Nkpx9D084H$CtL^$MkXOxk%8j)XJ9e9is`yv6FdPGXHjN^l3MZ z+2&b<*4rF!!Ushsy|X+l`s)CX4CVs49pVE(j8Vp~c`Q8eBDuWi1iOg874HLU`_hTk zek!9!x9$dTGnsrtT{|fTzNg|RJ|&aPL&kkSk++fif0o(&g_6u0yKN-eC--0}0vi|j z*oA)O#O%6;uxNI3zPk%4MYMDM^*=sZ?T0GSO)yWLh9EKBj5lq0O7 z3VBnmghv2KXUDm}^)H=d9q0`mKJUI4<^AdQlQ4uTxTnn93GU;~MfO7~}~a z#vUn)M9j)rgO*o8e-$1|9Qt@xCdf&74vX)hCy6$ayHRp7yURfcY`jb#_um6JXviQh z+~1AFZDkM517;g)j%%+!ySzGfXg6;> zt0MC3ZrqIIPAR1u-#=t~@gmj#SiDMxk*hmEb1|eloRxU4v3Z4m2E6J_TVA+}S;3js z&Ts25$^}?7W^*P0Kg(Z?z1wQ9u-<4o4KDo|QFwl`4;wZT1>A2e%Hd-*ZWCvj=Ot3R@=BU;B`A zQjc=63jMRZdLL`ceUy+O0e0^was?Mj$FJp;@s<)}R4wv#OmbOnvtdo4O=FAc#j2_@ z++-8D{uaq89r9ttDr$h%c;=UkEu}J!f-l)jyB%6>w%!|>13e3#ii`W{<-iq|G~aL! zGU?3K=qQxx^pt;1#l_^+5h1&#b{|;PfA16|V77vU>NQ+R#9;A?FY z3OG0nt-j!yvkvuvFtV9@6!T}ITQFhxsL=+^(+4s$yZvm|*kc(_XwD$8+m1FIOk<5h ztxTzy06X#^kYe!rwY!1PG!XvMYANH&qt2(Ag;6WW&tadc5pgegf{su&gU02^@VL*L z#c*8giv(fw=E^2N)M=*1LnHve7uSnHhSb1?AT`crm;@Y>v=eZyKy=Df(7KZ06wk6H zCRl^g6qKi~vTopKb{<283JWDSOe2dH-*iGD8J$)eq83e+*#B_WakhyK(|UtOnq$JX z82o7M_F}eC&%H!WK_!F;;X;yl3PUU0-&m|=9`K%f+Btp zVU{BEQ37!$*tAA$NgntJy7Z_oq&EL3c4^MHlPiASuuEEx2IkJ}vGS5CJcVKg_O%naQfuzO` z8j=pljn95(87rE`Ip3kYk6D3sIS|6>mIVXK*`rS_j2k9=cV- zhi%CZVbRE`{`F}#eOKP{7UrR9+75wV`4kr|omrX!o?D)V9VzbWbM?T5BY&NNO?rw) zH>eop?<@o=YNhKIV;%DZEW^cfWkWq0jp0S4yQ3>UTf2t(O3#jFoMYi{D;y_Lw015W z+T$$2xB(puUIg&G1x7vU{6Eg*HnAmMBm>R1W7*qBM*CY$u@GBCJ}M>B)zO4#C1O>j zy~yS*`Pn9kTv0B7(F3&PjnQ0;Qnn=NaN%TIEV0%w>(_1b`J(i?bxQ%&q58{e6O%}nO zoTPr?BKM#tW&uIkok|)>oL&;=oaJX3Xk8#pi!LL^QW=Pl^w7TeH>7~`HoYR9Po2>a zxJ8`NRHrBGA3c!X?k4M(-@unIc%;mtc9a%G{`l`1UrrYu1-1>8N*k|vYsDL!^`+!T?@#OD< z+#>e0Zw@|%mQa1}tuir%a10q(T6<|AsM$InXzr;sqi&|VgDZ)STeyi4An?kr!S#-= z7MN`fccwWxiw4B>kOYUMdDP^WkZ`xt4NU<7c1=0)5;>7RQZq@#IYTL(RRzCWBnve| zp#!%7x2%TCh`El-P5Frf$a^9`<>Xn56wTxL5U0N3$N&X{YG5m9PHyV}Wi4o+05AI8 z^V7Jcm0P=mRX$}7N}2Iy(!Ij2sTW*r1kj-P79xEPxe%I5h1lq|kYu7$I7hAI)Vl(9 zpf^~2hzm<>jv9M?$tE+J3UJpmL0VI*%Ogr~xt_p6WQ6|e>h|gST}8tCQffbHE2!jE z^pTveZg;R`>e{8wkl4PBL)d5VG?V0!c&?_wMVZs@mlabtkYoD_ULF$0A>4)2C_ zhrk8aCy+UP4oSF$OBZKo6Ir~jV}=&#lzJ?uV^=y(XN&PGPCt5yHbg+`|N3Er$OoxQ zdy1{VAcjK?nVj1E@7Qe_71aB=#0o=nz`48v4{KegY$!H*R`EK~hgcFoO0p1t#VMJc z2e%hBB%;UbzSgs87wNNo#&zdgDM+OBw_gw1{sRPxG+8g+{=D18FwyzFv*rkDG@}u= z$123t!UxOzY9!4#hfcOUCTMa0!DlGv-lzN@w<=2tOgV8=yVvH8A^1ATcY~&Oy+1Jl zt2JNcq1XN(JN#8b{rabF7N(UTJZ1*`e!4k zx;>@q!>jw}ei`q=tX3NY_a=C7?BhCnT;dR5Ib2+L^={08Tb^x|SwqS~$#(R34Pi2Q zHb;!~o?p_<5P}i?xmf=rx+Ul@0rRG=j1-K%n37Yk*q~hBh{<9%)(0q+Y#h2&PPx@t zYMhhy5NS^T$DUyHtwD}=?o5H7=L*8QBNJKzKP7q%Zq43{=tp6a&I*`yTeB~Suu;_{0@3nT z+V2*KO4-am(@(?eBk2l`Wd$xQ2EZmcccFctb;_v69`R#%XkcoC62E&{s#Z6^x~~PM zln-@Lsg3TL?CdvAwti&9_mcRU-vPB>`Tl8ycE2kw4;8B+09h-Y*zEl3s#{yVhn`$DW&`Q=Ke%)DQF z`0~@Dl0k=x`LELGvdjo9=qDxmj$grNOP?2P#H@{#0%bK(uq%6{_oUjGMM9suNZTgz z$_`YTEBj;%A|w`$bd}mLFNLdHbqvdx3h5aTi%BO1w z37;)UoE3s4#A%{I;keAyr(b}o<*vDS4y8-T_4rZbjI>-zu$#m?PSuZamoeHqIDhl^WL~Z49N1d&EA1_$J2JbDAFP3l=Vyp421J4=2M6rTqg&i&D9A}K765A1SIl2IoEGqSBc5M@~?#Xo(o)zsryhO5#x zd}A!pgZ%_Kl^}LpU&1Yt@~(rl;>oMQj|u$3&D|y2J8(I9_x=qhZAb=QqHLdew&ndU z#3nNatpOhM(NYF_!z)LLrrB%b&wH+ktx1jEBO)>QVG^;b)F3{U@NFOJ=|ilTc*O7B zxms_E_jhk`Tu0|-LLHEmf)?uN$PHo?M&rK1SB~KJ@j_kJCAAytH5&T4s6S<6_&1tB zVn<)knpaCN?&xFR0^0AmRP`z@Y0=C=FAmE~G!)3=sihC1cfwqv=(@GMSA0^Jipdkd z>MbAQV^5rJ-*@s8j;u26gffGqv0sdrG@0f*u_yJo7qZU=TWyyxBYx;#t8%`rKG}Ir zMh?9^NkL`$!RCb>`Jr%)*~u!S^xbr&ALXbQ%3#+NhV4ro{q`=8PZatl*vQp>Cffj1 z$7_i6G;Qn+PG35M-ZS&aQk%?wXx}qs{`9X`0Xjn@MTMvqkU&dH9uy( zRl=o`6EW0PNnUK^19&0_3Ineos{Z2oMO+ZnjP0J8j^}M)d@nMm=w!UL;SozXhyrJ4 zt2870)qDp=oTHMkaswejeo@GD+x+-~qDoYTfZ-2YU_szt_i88e`(&JMAXORU^A9!I z#KbQ*>S6UBrl^!TG~Gfl43OI4S2HY)?+u+ljX9}?MzfNu1bBd~rJwg$3`ezXvzf)p zpy>0WT&rYD7zo1(BxmG?g83lQ+au$ui|4?c*;r2m;1u10<|HM2+++Fglai6mPagTa z=2#yy>Ctu&p#XF}{_Y0iLLfx7p0u`>+}0LIykN0L?-Xc^5t2q0pv#1?JE&H1pEhW7 z5hzeRfcpktmJ}eS$y!V%1onI(m_Q7nHb*sWGL>({73y1kiz3e)!3FGFlq!1O>9(W# zm_U~461QGeWxppb+N)|ckUPih@)&Qap@W%*hvMcmR}*uuiDAH=&8;`Vp?S!z-Nu!) zWCJfnwtn^w{4O>EbEi`KVVv;pQ0Au{9|~vi_w@wM3Z;<@E|LJgTbhb<{>EON1iNq` z50Yr-lX zT5OTtBF_79&BXXowDWXMGD9Hv0bE}q2|SSb%UZh>3fV02Kuldbe0?87lQbIE1e2}NZ~$`>@C`A) zHbCZ8(wz2(R1cPm^SZIKD5(6%LC~nqyze0_%(%yrUTr|_dWfI!gCZfloxteCvK3;$ zz&*y@jgz?AvBix{fug?4ZMDlP9Kkwt0dOZJy*+@tQ4ezG4-^c3?AFYj?q(5CTjj4091SEJwIbfqB7B9p3o>aTSD z6hR-Q%qs_3sDAS@7o8%3xMv0b5&H0RG$LZx`t|R{&a;3bq+6@24jAZU;=s`J1uoTY zs_S_?tVq|fN~B&z7z&Bwbsuvwp+RnwYjM9VId-I-{*RL~4wR<0Klpt~;@c#9NRJUr zHK#v2;%mc1f1a@-!{Lgz>h%p^)2tBV;F?G@^sBETCmw|63k|=4Y~iI3 znEIjriSm~~h&wdhKB0w})|0*~;u@QYO zUhew8`8N8_G6=l73>mH$>}f-~S82VkBq@ZD$Uue?+PNe>G{vL)5{7?LKhv~4ZRZ@`6F}lV7Dif>Q9d0A;fUD_h%HPPjBa}Y^ro{0 zpBC!kSpP+sICOxi$lP`#F;z>3-btI6i+Yh_+~4K1N>E22=>hLnB_&RXm=gpo%|zsc zm&T`65!AboyYMp3TkRNn_XK!Vy{UY2;eiS+o z*A8u$D@jJ&N?kTccpNIEefV(y52C5vStEB)56LjDw&u}#PML0Gww{O;c+>2mox zbND`K;{AdAt`o2Q8Aekh;^dn>oml5RAz`SEVNvERc~AUWPhZYYCFV1MJzQ`^^t50oy|1MC;_;Erc8DD4nVyu+4&u4RApA?IH3 znvUbPo}Viir>bUUFk0Ry3B&c^>wFAJxp#6)19F7%(}HykAD=&3qBE25sk4^`jdKCR z9`O*IEoUJu#2clCd0te-w#SSkOv{VHSEy@B0;7B(_DCqTFZ}>mf%gDtKN*a^(*K`b zzr)F*S4~z$zTFZpynM!$4`Q}1HP&EUDMEh&_BI;cZ(&aq9ocAz=&jtz#{6)L*C<4A z9u0w$_RW=PIy_Ci9+;#x?yE8j9fT919}1{IDnqp5JKl}%@2Or1>BqdBkGeo1xN!VE za~v)vE-F^j%Qo(M8R6&ujfG{tC^4xc)bycTA0MGRnnjR`5`HV9JJ;e6cM;n@k7(*_ zw82z6+1h)>1vgmZ4n{L|=?a83u#*g5!lsRBKr#d%VNmmTDMKzbrY&!y?J%7+1aY|+ zH!^cuFiacbebg|^@dFDc8Qmy;_gsjdRaCt+QTusy_=v>Yi74|~7&a@Vn0iDsfASSm z)Tz@?Lm!4p>fWd@zsoqq;NP2~$c2}o%E8@1E)KzT=t}7d-G#y7`i*Ck$wvsHd$KbV zU<>6Q*}8i{Yr+bSCb;OGEn$*iPmQVe`zFiRL(jD?M^TKt8O$ZzO9)D=8v+r+IPC$( zF6AtSbu9I5gnCs$zT&%BlgGFFKPgsa63%AM-M39t38fb5-ppXS3h-a!M+tL|D0KVJ zdB{hfS5%Graqw~{P+oyg#0TPE+a1}(aoZGM3oENp@&108&-GRvWZC<1#|DhB)2yb* zi7hi}OLM*};PgL;g%HOAO90)^V$*ps)Xslv4hTOxUT36zz|g*^jb~oI;>_C+&LsR< z(!rIzV#D)B64?ICJPH1(z1-Bc=z?@Tu8xeExl{2-dH*4*z%y>ZhqLogzBkW)1$;JD zBN79is`~2tyqX{*%7@IGf7*ynyWb@q^F%I@%Gbr!p8el+W)%v2?^)ivU_vqF7YpFq zst^OB>qF1|Z~HN+?%$6;uZuz8i5`=FVb0=Da$U z*qKo3z~&&vH+82M0rvvLz0W{c*v0i?pe&^amt6L35ftAHG3bY`hjJOBe|erj(cDAW+`YCjKHgOhmUdniH>dRD5EMn zx}J8PHjw%aeBOl6fYCAFEMi_a&-NIqmKMl_;%Z|e z*vA>M!<>>MZygg%8YCV&yB_l)Kod+aCO5|01p~}K-PnP;Gz4nhiUB|j@3%e(V5zTM z8HwS~ZqivsAb^Kq*=PT6;|3fV6LiTzwH5(_e3*RaKXV8~(mE-W)+MsH3PxAig3?x9 z2s|eF*R@bo4A#>M-S@aBV}R;JZ>H{Qh5|+P>D&_ZS=A}~TP^pz1O1bSZN1s`$IT=< z7^+^zv7FI;U6BgireiadTa#CL*i7P_%+h@Nnv#+7q%AiBgo1%2xvr|z4pBo~WKVg@ z-wKRooGghw;t>@Ocx$q2W$%|X@g5%~9@gpTO>h6%)rV#>7zD`TRJ zZ`>3UmZUB@6WGx2V!7G;iI#L1#(J6u;InY<0g)c3|5gVjJC;6c(W66K;BjHpu}8wf z&(0~lZ~?&xyHXJkKx7SQ>2Fr#BD*8Sdtm48jPRM(=ZcOWgj0aJGKr0xaE?GZX9fOF zf(fV*&7JvW_1;Shm=kG4SF>yvNN453Ra0d4;0=xk15`|S>6Q86w1cr~KU3_8Rk%)P z34`ni{U7QNo8m*va6tSgWmD~nAu;jO^-M3uh%+db<8`qWc;({48foQ$wI!)!fuh$F zZuX_Ig+TzH>!dSRSHpZ=7BM9F8sE@Rs2ZIm0EGKkH@!4ZvRr9QU&Ws`fp_J1{0e8& zMr(vC(I3NfFBo|VGo|U*d@Jq}27_2~=I(oAvJ7f-CHW4Wf>06jwlFC^5&hYTaZwYNN)aU3!}|bMk{%C zrtsZ9Q^Pr{e%uA1Y4Dkn!vb!W7SR6dGWz^tXMtyX1ju$OQu#>#Opa9gRq!6Jhsk3> zmg<~4la+IZDyX&;m;$$qzCzi-l3MPEb!JaD z^rTV~o#~da8)qoXnOo_VbPv;+e7<>kuemzY7nfxSNHe3oHLLia=*<4g>ARlyS>=hz zSUCaDe_)`2wlfTSJh&LYHC+L_@Uqg2{u4V0f?{^tXpC}MS#ljz)?N<_+^$cuElDFk zA)EB0QjDF@aq?WK>FWfs)(WsQt}X<)VX5oYM90^zL;>RF!F8OQ2Q02=duX{brk~E$ z$j<^b$1g{qUJ^Q7#5-0E5P_Tlw5Tjl^muZL1A{^aCNkZA4ExsLqTL-A5TqjNBYo0S z7w~s6%#te)tjsVYZLrc$osBJc9;Xk4aTfd=AqsclW)Qlm`VU0cSakdd2q7OmrL^5~S3`i5Ow=h~yJ z0{Gt*A5`Bpr<$9##b=fr$iHbNV|vv%0qq|6T$7$OFP2Ss9)&qb1eXKP#g)4C7jXB3 z@FPbg#&=NN4@tHP);1EVgM^d?Cw9P3s$+u^1vHbv!&&7YVv`5;Jq=sQObaAQawydD zamybM9$XNiiaHs6gPb=~E`D?&Q?@15SkMsXo#+grm^MiaQjFy)|MTH1Gi?HOnj8w} zF<9IAA}6YO#R`t*Ev_chDwmd~h~>_Lurkk@o^N#kUcd8IC1tQ{emZqVCJo+*c=V>% zFKt+!m)qRc+6W2a#5}6%HfIvw_vQ&27bFA4a?Oj`RHdXEy;yloSNAdddW#!N7_i}N z)5n{~cIJyE$Fp8~^v+4OK8U)f&0tUa2F7R}PPG&4KIkiUe%c=t+l9*~z&gR@q?PE% z*rBg7;pGY&2>q%D5nHg)`>$MH1|5sgojySmpTpVitLsW9{f?~*UiH2+QyNlv{tvH3 z+8UC-)3(@2Z^5b)2~d;f@EP@UC<$Ol1)`zc!ByD!ply`g{~h8U)| zNj(D`y0^z02I!{aw3m;}$>$;|%$l4knmx$C82dEyOaYsRW6qa7;^s1eeHGla87;RI zeY3~Dyi)@E7(rm-jqo|$DSF;xXAke2t$^wh@Ml`3)Tx--x-9PRjn^MpHIb@m92@w+ zNcB&#RWCJ^#nG!TPT1cLI+wUorhPvC$kKfoUQ11WGQhiE;4!D(TH@>S zsr`&S?@o3Lt46>2xSN#W3*<9KjXu+Q$K9}VK?xS)Eq1V-@c?#gs8hYbP_zq)sgaNc zBflTk?;frk%Q2-T9a07(U1gE))JUqj@}p+XPRp zgD`W4PU3w-+|o{b#b&lrL&Y=}aDh`Kzr32Wu?1Yaqk z%J#|6)MhH$sihX>X(8{LEkMxcvdq6+QUr|1chhOmE_jbtec&ZDzeR+i z!smmO#XgYA;pwGYw^u9Lx5@KZYL+&ULZ2H-&R0K_cm+Dz*VcpJMxUUzwfPM~wM$&7 zVid8ZC$22}IXH^!It$@^pmP%CW$U|x&~oP>${&-QZ%& zeGW63t{2;VUsH8%!)jQ9rneqyDsp=>RS@;WE2NkY#|TCw@7P$$8I7%$?GxjmmP)Q@ zSGjTl$cJ7ybb%=id+Nxf1J&BTM@@#yNR_9n9Ip)JmW&(k6lQBYR$#hN^{c9}RHbQUP7F?xI@p!n#viQT5sAjYz z`%cnFag%56N;lrikO{@ylCFp9$WQtX1usrhLTY9#)W_?v+x#It6t_HzSEFf_3KwmK z$hH+PX8fseBegt)_?$;>Ayu{~EyN+2+e|4j_M8VNN}**~F@;J4`<3;`#Aw zrfiZrqU~*yA)(f_VIQP<_b_Z!AE_~pfZ9Ewyw=N8l&wpQo zzkJgX2ushXP=&C-BCqlriUP}^3Ywn*BNEgkal)NKtHwOMOlZ$yM%zw6=yNSsJ$z5+ z#;B8G3M}WCP;6zLila9rs0zb=al_d&f>oMv90?yoO7k<1?$IAb0KqAr#2hF6qC@p* z=t8|E=<%0T7zD?8f}S=bxG9(E%C7c3-3(~ISR$T6G|2;Sw2l=-LM-7b^5))LhE(HZ ztC%;9)AVjQQFg@6=G*on`MToUNZNNLOm_Sb_1O=%)SethUR?4^6lbKT=+>%S;5Q)t zQi>OZo%WqR=p;m_pk25p0r|Un+l^iUJA)e`cTMJGth^V6mRXxS63ZnWPreFq{Q;!O zL+S^+KojxpUf>1LCRniX*_7$_95C2<*UW?Gj)spu8X?oL$i--eh}4VUr!|`)vWSaS zBVX<~yy4=)(+sg|v2Ah9{YhRDjJTUBW1B?kpJiY}UI_wK5~4ywZ6UqzHlx&o{j36* z(SOFzI;oYLu*W?q2@+Zs@*E}8I9GsY!PL_18U2=P#?@Rq$VgUU*(ZB=R%~&>H_Q=At5zqYg_Vg^DE1H!|a(?NtAI7fOMbMTI}Xa#Cov z=Q38dbnC(FNbgt7dbUV`i9^m()7TWH7>w4h|}WkFS2AmRTY6wKO% z#h+?hPJ#9v#s?fO5q>i`Zoqn@1EM_CPSk3{d=ax%9|UNlX#@($ zgv+3}rHHNJ^-JfcH?m`A9ms|yJ@eoho{`;7Jxk+YWMG1wAh`?A^5Hfcq%`VAg2*q- zdg?r8D8}2dhy)GgBLgTyhE1J97UE5~uk(PXmz1v=9fc`D_9hJQy{xGxFs zhaEgYUGYDOI8rMOJPt9M?DPt*8~>Rxd-Gm?0KoA^GK5?)UlcWWMZB@-EjrXsIMVd= zt2X9}Gr2`MusT zK*vxLu77X{mVLk>U}GgoMNwGUe7(C8U51(GayEY$)sV0q`5Xphzx=7v2EFuU0Cjq) z>z*E))&zs5{E9e-Yy(T^t&b!5TLIKu|Q zoEnS^$~a#`VWM*1P776>*QXDGpzs9o082o$zaT>X$4)yHTNXdJoF&X$F+(HsOoEel zq`ptSJmKI@*!sA>URNrMR&Hb;6o@!H3(b?ddoV=hoCofUGRBb7=RW)ZgvmgDnxT?~ zz7^*r^ccQy%P!`+YfwzyyE9B1{ z>M5-fOHi;5IKQF6*CSwAOTjJ^%B8jQRf%KzZNIgVY53NEy>GvM=J5Vhv?^cl!a0RX z0GDzgYFTk}n&jm2S%d;B)Tk5==(hmq;$3Vk39*{QSUKZ8@+z&G@~{dhvd89tJZKs`kOx+amesKJwl!*aONUz!H9P% zCviXBPh>Zi>0A%|CZ6&9SvdE7p4*Y{AXtQ~XV$4dpp2`_fAmZz?>9keaW5X)^EJ!c)m=UL@2%D5uZ_aU`T zk;1%FCV!D6#J1%v$Z|XSEDY$iUm6)k=hNkUs~0(_B~T9ofd-fJmk#A^^Eo!Bh%}-Z zWJ^5vw+&iI6%;Un{{s_xG)kqIifwsM({MPFvpG^Zx_#x>iq-iou*mS5(#?N}oN<}e zKZMJC@`_sL?!TNI8yXnUSz*yqu)@=;_RMq)w^j-2EIF0?FF!JGPZ6QYq&?8|ilBjH z6qU=YXLhl5a^0K<5$$#4Hr)ArCAebEqSa=qs`uruW6lRC0Vb|U1)AEO>Gyqgt2$dS ziR_|qt1cW%<#`xrQbKYL6Yl^3608R14+-Q%z{f-GtyFN>;b7}-qBfOrZFg5DYV&X0 z{s#E~>IOz*J6(^2hqnw8ak3)?W%qvLc;%DXs2WMxRwl?-Mo`NWdgXv&T#nv}D7RP* zD2(B&Fvg6U?)7~JAtf_8+qw}to~fy}5Ov|b-m=8Hl56}ts%Zn(41cF#hijo18U$L3yP^Zego!h(h ziUcMq0zv@&bwxi`Y`We9t17>-)D(_xsN#axq~!X6qR`Y=~OsT3e7G71R1jTBres@(O!T>Nqr8-H4OQP zT86Kio>9U|Gt>hZ*#1Q_{(nbk{eRPp?iF~vJ+$UMfcQ$8S4Sh2Oec+x;()Scen1Uh z=>0r1?B8M_NcN0`uog>J`hdqgzmAjpsC6~LP0&WZKUF9e(^=`7Yk2|yTiZ6x{@9weI|qrib2y=WA0fxKyq#ZaEB2vX&-wiCNDdm#OI=8NNG?{hQ3I^6 z-x4@2W`LpF`)v>319-EQh6GMVPyuV_kTV*MwFeFS>;=TekTk%`3n@wD`FVkpIsv0~ ziukUv{$vLzFH$)`Hx)d;?<^a}*2}#YVlL4gJ&@JWVo{8yPC$4g;v6!@(YmX_yb-k~ zsYW*+VJ7MyC}#XhNoce|Xc`=$E%qs{wDL}J1AzlG(QD5(O_Jvm?~(TqBEK$yNZN=` zv(=)hug<_&Wqes03lnLjVaOK>Y=~It8A?EKxbClL9clQ{h;ramg$zR!PY>=QetVRl z?2_M48O2ysMFgmcsv2ay!u2aSYL6Q>O;c=|zO0bMcV0u|!|@bn>8s;lP)a+g$X9#N zr6%D;BkDfK7q(`M2MaF+sItWc6j(z zElRH@T}Re(obbZeSwzr3Nf=uV)%A@Psel1V@Td@;5Tv!mAtA#JwR$?Ot$Q25uX%)6 z1RPPg?3+g11h(L2ZDkEn(A>ONV5La)I&jFJEUl*ciGRT539ZHF$l7VO9Y{IUFyq7YvOLVG#*ddF;`&ij3Q17xT znh>yz%m97vXt^WY`byO`W(>gIS}%G7ArR zBuM)JFlexZ0NN1jSn({I2*O%*PI%SQG?cT+C1uQ0BWRhxyd1`If!>_P=_#fA_nn9D zS0M(&m`@3a+GbLOSaD|w3p}?;JQ}U%LhrYM6yzPWe}iWyYoA^Y(kukh)-7Nd8fwX4 z1t~(?f;38P=1Z%pCS)dtok;lwm%5a--f5CF%Us%;`2Ia&+D8pBnXCw@d^e`4^Kd^V z34GkJ-8x#46!58%WY(ZoG_075U6-I3-qDZf6T1h{Zh{&K&&(jUx9LL2K%bV78o3&W zMeodgFWP(^n2h{jMPH`W94RCupsOfRtQDz=9N!Ta^i&wb%DP>nR3))Noly;Gv3XFsen3jVamhey3->tzWC5YD)AE77i zV4ghYit{IOC9~63QBo&xE|~{k=Z_U9$U}%&$?QNP8NJ!t;1B~%DI(u`3s#6xYnFUV zyb>^QfP-z5hqTHxM&RuC;o^7SbOSIHLo0Vht0v*b_kGM}Fjt)76Xz#?`1z0E)H$n~ zsPj?pHcQ4|3?~NSrWA{{eEERC|6gsYJa2dH-iMpbjzrJ|5JePY}`91wo@|(cxTL%krIxj zFjW%;6aNWKG0!Kj*WVT(u|!!Qr}4t~u+y7z5e>O*%Su^Hi;7h<45YSvyKyGeQS+N8 zT9fF4jXRJ2iZ#rc#75k6N`=FwgTENz(Xbw{>qeGB9~J8U7HaL$m<2T9`uX6WELF+` zX!JjvMz6w49r4-|aWhf)D=F%}>mME^1&}j-1N-g|hdQMg#w_#KV$0Tm@)|V_);FH9 zk1Kro&*;$BD2Lq0q8JJ&v)MENkd%t^t7He<^^SifA zZr~)!{ydS@%q_by1;<+h<03Pp(7SMq2U$ZLo1w%*6WbO)5 zX&Ae@Ac^W2N1&_pt^b6JrTN=>f#Ni(-lzh|bFjhe0*IW~6xRa^kWBcZb@9GiumXi~E4H`bF{zWX+CISOY#)GZ+~(aXem{IV#`kDFx&_ z&@%_nWx#W7Gs>M5UdG3jxECY5f?LPi@5D13H~g6|-WuAW4QBzX9{Lf@!quj#i>GM& z+>RYM5!>-Lk|zRiO=Klesv>Z5pHhcR3v>dZXHO-Yf%f{F!&gSOfQ`Jm?j&|ij4xT( z8WEt(G%rx(M~VYS@`F48z$nSO12wJLDPiT=aYFO3s~B3vEltaGb7_l<8>}N;vK_a3 zWPcDyM+>#WNUx|sf20EOqx!LvD~Q(@srq4D@g32-BXj%lX(>5+?bNnMkm4U5&z`J9 z2vj8m+_{ucLQ>+~?KN)Im4DRyn&XEt+ZZTUFb5{j2TYLXy*Zb)!ra#a54Cpr@FBar zAy`!&@?Vy<-D)J91Jd5HHEE%hlr_y0wj>*Z@eVwZ+v{dWl0o>3I~Ku$`&b!1h;mZ* zK|!CGWQ4X7L#qexy`imbR~$cXWSahQIS!l+mU$zW6o-m+#B=g2RCJ6QGGG)0Yp$wP z|G8|z?+ujpAXYL#QRYR=21$2j8$G-aXnV@FR4Z<_n?aP66(nWdnW))Y@jtv2DXYEHj;_Jodq`-Esw92grR;Cyd+8zY^=KO~{@#R4H4`>4>aeW$Wu% z$W2wcV{iNb89?U04(GK?4PbZU(!*nd2Z)3xTLs3bE~vm*PDpgo)##_vQ$HP39XUT~ zzhoM&(GGUAsSc?16=Vw=_WVKlUisPXdcmb5TP>#G*+=gnn>tUk=-LR~jfOSv>Pn|d zkX(EhG2$7P6uO|v76d72+f+AjAFrQxBToycqLew`w&o4-Jp*ZTs_OTnxJeYUgb?b? zYv!)w80g(->02KahXQioQbG*AGD2{8q^}z$Ss_%z>-m8kR##BIt5@G(sPYWy#LT~# zKl#DXCkVuz={a6Sr`jzVdrFx2PV*yp=P1XE&}78nhsMbYO{a6$6DyTPbdScxW?5J) z=^2EqUbNcwHc90v{!4rjm7En`M`M+K&Ie zJ8S5{0l>74srn?7M9;nNTkxzHKhhm{Ag&oS7@5EF!9V17kUxF-XNgKR!xGy0Q|T3r zNZskQKoK$y7MZj2IBW1)dqAHOytG1c24bX4+Sy435#V3)oN;k0fjB$Gb%3#vG|uOui0<+l)7(MooVE1eMV zJmgv3&7&pVa=EpZ#D2D-jSOUQz}lH()y2mgnk5|?(^Gi7`@}2$-XC=pP@3mupqLsW8kf^r5`IU9^x&* z%_Y-a-6DTxKL7jogFuaDYx{b^Y<)A-xIzw5?@ z^kg>~u&HBQQ99Xnfd|KQo4;uG2^sT--R^h~0P5Rrb^_tZFp|wKwUS8Q5vN!woJ=##|CJEk6t9J`2_{ zlEX??lYlqj8^UhxCf2{rvt-s$^4_=k; zwbOR{RLRQuq3TM#R8IqElgaj1k=}#^$Y8&9IL~?K3qu3Y-x})LD3xw~8)QAGFEP4~7_J^_- zxAj13uC{vWE^j6V7da?K@_u$ixOO6qz zs1_@gjKIoXoG9j_1gWFrFxVRwObyJ)8gn_T=iR=cF`KHN)<%Y?fzQbPL~laf+&Dg~ zG=i#y+xmm8qPOZ90pI7gv)c&<-|c_rtknu3pUP?q5A~Fra3B^a4bj^f zqQnBVto27&32M{L$-uB46Hpoy!YQFOedajTK;}i1V|UOf9Un^sy&~ac`#H~_fQ+}> zU)8|h2*HXURq%-9J8XNn$f^bGNCD1H7(6o{S`<5!YQa*KEtFJ0c;4`0VI-`Ylo}Hc zQuQ~rKs&zPRb$are|AJULNP5sriuJQ)p5i?b3*#WHVm}mgjYf_{fi1HtD=P3%;%4f zSk*Nrx=7T=YWDkt#`K!H&#h!S0>kL$qle!JhX$hMbIPgtmft*4WC!) zldgp>tWkD+FSwPMl`95@2BS1OR7g2wjz?$`FOp_L!A+Rr2C&Y8HFAlu^pIL&-?rl&%g#}`(i6c+`h@l1c5@-@ill9x)C(xyZQPT$Zf+0-Ro^Xs+^#Evx- z#47GgAIO2Q zzGH7@3`@=46snJcPistDmYI%_*syYU>>-Y=!YOOyN7yZ*UK-@kuEAV6$A#|)KjPjk zC9i*)YZnUbMpZw%@h8`jujCXi!)hvM=memlg<~tKp)F+te0~G zI|6u#jCy*_`QWcM490dk|V2)lky8t zaJ5jt59ZGL!R?pg?Mmi_qv0l_VN{!rQbWlTxENbac$^fXBxHUvNumK!HwdUxy?Zsf zV{&q!m7j~vRIlLYgqPi$nYbP>x*%4`FF;&+A!OL!3( z&yI!n9&$ETVs(E0V<%=?YQW99K$67GUsSy#`5O8(vYR?%YdQ_qi$$(Hn!KpGMf{I@;FHgd0bwi>1pAmF zeZkf8Ge@}x5OHau(l~3pzll4_U>?{pu$sae<_k$%u4UfI|JB~qJ8Hj7Z+red~ z9Orn7#;yh2M>8IYAGAS&PEN%B*`J8+yN7@Tt_s1|@AYA+*)w2)Hy+_Fzg_fV18R92 z)5RhQdP2G|lYjl6#h>CHiCn3tV3UYR@iO(3QyrovWqlo8&D`vZ&-h!!;vx<=vlIZs8;5;;6NRiL%f-XEF9@dlP23iP{>XNN{tX&b1 z!8>%x{WOnqFoSEz@boZs0;+dLVv!=+JS5gKJMn^S4G4x_p^HeCJfRu-;Yh~jQq)=i zCAW%(NTZ=w2M9mM$}@A?r~*2AZJCH@-A|?MI8c;><7<_w(acw1zb$ciPuvkZHnHf^ z)q0vzq>33S13hb7ZQB&~B;^{FeNwjZMn690GExTj46IuZ-jaTIRNHb{5BQm`2|Mts zK0n^Co;s>y{c%D&XAg!p41&{ZSPVv<6POpLrBP(zKi3A3R+#=ClTo}FXNf9)=>5op zZMy~0%$Yocj;|u#gF;!vZT95fYI@6VR3ypDxOjnNCDyIMre4W4&`LSJ<|i%JWM3URk1GVnZcH1xu=wIHvoQUozljM0Xo;lLjf zBADXJJhjKC^^ck=Po4(LB10Y-F_rN`jyTF6#6Wp6Y`+u*|vKx<&|bcZR}P zZHlq5L^4vcD-4fzQ^lYM#U{2|~=~m1sI#Zo$-%$pUk=H8|uWvN$zEu7{$+fppi9ywlr7g0&|M zKyfVFV_-%pTI2ErWL*r;W7-p^tiK+5BU?a6k7_#7_O#{l)|NaqMMMTbN>XDJ_9kM9 z%oZPP&U#M!=|RLlN$#5Dwsrx!j~j)7Sd-{f@~$r!Jjwk9qem}xh$E*I{tDvy(OyZX z+SYj0p^j4+4JK916P+!#JQ!~KP2xtjt*dUOJn|gXHs^VFlkSRXjLHC_EDlyUc zvlS^JvBf2^iFv%slffV%1yJ}w?Et4Mg(rU(J8S(>??in;O1i&c z1qJfI5|8|)F`R_HuHYePA&j32<`Etl{(-BljBF)KR%+kU$T8*(7ngGpGJo7B3a>7J zXp>Gm^sVhmrrcEikL@5J)7Q6de8zGrII?M?2=N!|X2@vhm9L1^^1K0z9BN!TY!`SQ zW3Kj~I{Skxj3AJdAH{d;mN38_kvn^5J9jjMEKM=4&xHV#GJEn%Ymh==egQF>V@-br zO`b~$^Wfx>P=Y9?KTW4SA3L3N!N1H4%;~J!MJ^|KMDQ=hf)dYHUD_~DcPJI6Q=AMqP`myQkB(_ZbBY_P6pL>Y>tpP>CTv{=nC!2!WoH z`9i=2!I$}9Dw!pykyK|LnFUf)j)IB<1k%pvLlx>bz*$=iLJ08YhTf<`OER;N$zIpL8+ZtFFHLs&Vo`dSB{*ZDtBH(MQk!vAM zxHrkel?Uly^11kPGGX^cNHkd!%JyUHKQl;qVX80eAF`UypzSxZQKg&#LF_+e`jxgq z)XT`UGqU7Qd{=Z(gQ`=vj37F$_C#f2s74}=mi4!MHpr~u>*_dLF3YVyQ%N!r>Ecy( zjDWn9i1mYdq#A=ed@W@{DX$ro1JD`7I{JH^bwGI4GPgz^VPiX&H(mHI+-UDk-*~M2 zV)8(6J4U*U;OT)tn)rnw$DvFjg`0{1@$-u~%3xl*WdoT#+tI%E zd@a5QgeH@t?Dap@;VkR1E=0cF+npZS!}$9S&@mXXq%6yizZ%+|JqJ)tKQH6H??8TF zjyM~_tkkVUEE+Q@TD}$9ix{qSiVSLIP|dR_$FUz8V;%kE;)Lx2v0h7h5*sK(px7~K zE|OAs)6FqE3w!P+>81Ek@(;R`l?RP3DwDJp*UFjNJ1GJXL~L>+R4V5Q zC?<#nc^H3oJWh8;G+j8?z9s@j;RB`hum?e3EaHS{bx0Sebc)z<93+0>3)(VGy0`q5 zLPE@GeW7jkvS=mXM&5StFNkSMa+gqAVLsz=>t1GOktXMc=x@Uy?hbm&%`)+mz?h_u z(~?T=%-yD4#vGd^m1V-h>OAsE%iV7U8H*Ou%JaacO&ID=*&;${Z)+q(q2dNj)evw2 zXU2H=T*&0Rlae-!`{Z1pEL*}Gl2jGX+7$eqLu40x9r1%Rw>cIr{i0$RpWh90P0$*| zMFa#LIu1g3Ne|PII^yi0iG zOMwu};I*vvJ-hpk(wOZMK=MqwB*<4Q7RMy7L%7db2ODtqf@u{wOmc05&c46F@lb%8 zj}S(r3*ARP1c%@tg@kbX88t}Uzr7oYxbypa$%cRYth^G%H8jqA2$+gik6>K$c;QN` zT-XiHw)M;*J~BombJQaf#vxPk)-vdow_|K(YtND66EE$YDS6=BY-BD5U4bz!ggcIf z##qxiOP!s5Vy;%s-%29ZYvbqIN$sAZ=)~YyAJi(CDiO#K(!3qr7I{~>JE7k z@6-K&7s#EcWI8(K1ciwVszf5-|3o!RZ7=|5e2Y#GX4h`_2vX1YZW|G!pytCN5*Xri zRySE<9?1%C`^rqcI*a*8o)67x^=Im4@V}-6VN5+Gq?vC89p0P6ZIabEaGQ&$$~a9E z))sl*Y%8#fK4@W8=D%Di%Y+W-!RbNK*wwXf5D7XpXp%~UJY~kh&)nzj(X+|tZ>x10 zGpw8t+^ujf)#aDOSk~b@eQZKTEwV635$Urh{boIk6ttsVStG5Tq=t5%0Qc^f>Dw-Ja+9LaRsLwL1D!`3vD{6 zSa;b5^H^Lw_?)z#bc4dYS z8a?}Ut*zLSze@O?y zAF~cu8vXT~EjQ416U11dF9K^~JG&XaFH8Ibf^<`xu#AIGE*lFT|RdOC@W6?$IUkrOj8VcZm)>Apw z#8}}>e6F5G89N$U30u1=Ej#m`R`U=JivA7}Xc{ev>qb(!u-{Ot!sG8JN@pxyJE{WiKM}*Rs;XWbMGt+Yn%X|rHkGXZ2lScF-zEv5>SQ;X{c*BI1_}NACy@Z&WX_i9O$*2$BM@1;K&x*1e+Ma* zELr)O`WV9sJHlh(f|=#DvYH7S;}~m&87&?ujb^?MMd$vTOaR#Exi}_*;HxoZv)Sy) z%prHW47eY`A12CK|6h+o{BA7gwO*04-jV>p3%3ZA6Fw}v4X2%X_|Q}`Q;5c8)yhoN z=K`*YRcXz*;%lN5Xc;^iv}3Ws#fwvT_@r1e>&=RPXE=tHpY18Ute-oG$d@oB_0U~6 zFy`Q>P^Fj~+x&=sWggo8NXiAx96>oXfKSx~?V2CA0J`owK>nRsV}6AY@s?v!O3Vpi zwZ|cCyK@i#Bbu%sci_^bNO5~i=`NJ*~fFMZ~v$`?_Yj?X9XZt{m zd_xREP9_h>1FR$Ja}&U_0lXp~)Z36sTS29O{>;efln7)PiyVHhTKS zKayr50B_9*enP%1B$wp3ctmAM%|92Selv$=8c752j2i`zI@}61T>>kls|b>*?|#^J zkybymx;2q3j%i}p>HMx5hG-|5(>qhx?4YW*sM%s2Dtnz@sd7?1Sp@yO0aIk?orX^S z*OZdXdLi{2y@iP`fPMpm6-!|LhyfYHMjnyDhhEC==v!zS@vxc=>c_&tvv0R$C$|Pv zUW*Qq@HlZ5I}FThjXi4y42itKh`mmFvWoS4Sg%#G1Q-72$_ECAtQBgOp_{?yI7Zy7 z7m)iR57mN(yp@BM5-tA4k4gm_I#dvHAr0}UF(f-9p*&<+mZl zL2dE#)3liBIH@tr&8G?^8Kxk&5)w&=n30qiXeG{^dU2S75%$wC&}jd3NV=P%fh)t^GB#uY)P;hig8&gvaC(dtU;#Iz6 zoX&s{>MzDDAk&X{`n<0aaDlNcmp-ylhi|Pjhw*}+*gTzW!A)+!`Ev#v4xf-X9 z%<&TJas_^;n&PpfbKtW1aeI2;n@e>Hl9;nw?Ow)bh+{+lNDhk$xv@kEC~ zI_+BroutsV$T?4_YTMksxL%p-I>1nM8P5s~axWXEY3>)1Dk=Y5JEkbLFZ}>mf%gEf zmycc3+dYZSEscBLgdMQ`uBXm(s3c2k3x5RN@LP(%-{~@D?Q!V<`4>YoBrdA9$i4*- z-Kti6MYR25P_%{LZcbMPcP4?N0ZL*!1CT77?{>`jRrq=lwolf8upy)s_h;Qzyxw8z zS#t*N#r#1=8%dL2A$65mzcUy3+eWN&TCknVT>pRhmY6~WWi(UJ=l6r*L3xK;J_WvL zQqB`@Wuj|$JJVAJ9v8Qfa3A0^bYdZq?yQ*vRNZxHHK>z3k#9Qa6NH8P*vR8H%*`z) zuntmv0R`VcGw#dKq<+BL?N5zbgh-q=tPB{YRY*M*)9sKvLaaB?|KD%}Q_RzXcLY`kw7L0m8AhV`R!m>shM&nJpdaJ5{zp)uT-gZHI zIqQ_v;H3f=k{lRY(`O!Q#TO?P9C%cOURno5q8^e$F&Pn`(cst) zS8~8r?yRoTiCCx3hzvHI)Yq{_ynSPKd9Q^pBQ7oR<(A`qRjS>fe^`Ip&KE$6--aeq z0Mp@Ciw!(}&tjvz68C z+U01W{&o+0Irm=1=c`p1$RhucHbHonm^Iya`V{7^^s|TwiP_&F&;3W{?Py$Y5&2IE zu%9Hk)YxeV-*1i2U)e3_W4ZE_9kNUq)Hp{Ejeot-X`YpItPFVJ zQG-=CDXGV(8jHPz%uNdU4NVK0*zCCI8RTZBi?1nZelKI0{KE-UMUkPyt*sUfX2rvQ^+a3Mf-c#a5bUp({ zUhaM>9h&exa#g0Uq>huKqGs*SE$X;X6)UCp5y&L)>uT|7 zq2{wPCP~w(C$V1Be--UDJPwou`thh14lY3x<2T+oTgcM4)0mpONB}eM@4795{5#oV z{V-ubc(HnqVe6a9JnLI$5LZPlc@RmbdTTVgWAVME|2lJcwi0@!_3q+SJS@yHe`m&l zl$LXJYt&eirm~`&tB68`PgT6YrySD1*d!g!gOYw%K1qp5hUfYr!|0--sFsB4`>OEp zzr$}Z{^PMJNp)*^S_z%?JHOwyXypY|RI2I5VRW+R`MgNrr>h4^6gZj3)!RO#RYeJ% zezRc&VkmM4O#8TrWGwM0X9|Pz$BpU|DyRKwwzZ9=e)mHxTqrM#*&UsljQN>H3t=rJ z{UXBmZ2=eUy60rZct;6CWv4U9(*7C7<*uZ)E=KH*T&XrP{3G#9Tgb+m)qDi%u5wIj z@?0})+7;5JyX?EP>uc2c39Nf=iyP;q2|?YipHG}}7O98|YVj^7-TaM)ge|Q)HPSMA zD{-7(v*UR)`xUB+a#1n5C2*&%8?SSxbC4Tj6lv5W=yGc^5N z&W|Fe0>NJoQxarqN;nEUFc{ngQ?CffaY44^WwRUJoO~cbz!-gmr5C!X4}PUeK?9ff z#m=c+EonmxdSl4fz;FpIpAkSQ1E5Vl`RyD^sSt~vNwesRECc<+8b#>9s~nna;%MwS z_IAebp7UK{xV1+PS3ik{#tdmj*zV{rxe=3bk%DjVao4sd{JsxmzOh36EAav|AfJ^w zSD6LU)MZE|9t)0bv1*Ure>4*6tHR_bIf5j&B7I{6j#6`}pttvzg}0`p{|VyCGm=m) zx%wxME!5gGq0bxT&2k`26%s?fIZGrIck)bPAi*JkzyWa6Lu(HTc-$! zP$%o{&sRb!1yQuS3&HI3Yq0u}q1zrwzsH~KI?hT+hD3PKqa)0Ao4%>K8b?nMyX4jQ z5#bvb?7q-`)Hk=uL@xS3Iu&E;}l$C=98HV%0(+8>S!w2=%7jP-z~Wpk5jq09={=$|O&_ zH1ldO0bMViHsz3H?$>nqay0!c!DzN+6u;_*RrDEOtnxYN5HHHSTyLnI+>rD8WE$hyK5Ed51y=QF_9U%)LbtRq95p*EQNa3uoUE+X;n3_N^r9b7d**Jc7#?)IF4gg2z4wN`9$WD4(QTp9xK#a^QXq-jxwb+q zt^gRjr-pvK?{!{>FakTfn^oJh%&_Uhve$Qa6$3oKK&%#7GBQMBTj%`Y^N-gOyAZJ$ zpBEj<0viiQ*m$8zc_-WA*hxQmXREi&Z(O+new7&F(R=R%RyaE1O$Nw6^f>R__pvvK+DO{)+TJ{$di7dD*FC~)R`Ecl~#v22M&$^mmGqEbe0fI2(DZ4tg3 z@>2%Ntv6|>e2IiG=se^uE@B%xJ}4(9EfTO94@lG0@G(#;!oSZx zlJ!zT)OcB%EwGyNJBvYKVdmn>OB;N$SXw1N734$p|lc5lDjKu%x1M z%iN(pC3uH?SFXwH^v7ZNKFVI+90F*~rRX7KbX; z7;!BXL^DHSYT;5%X~gXC)#pPuBKe5E1rPZjYe6>V(^&sm8l;lCbZ-M+P|{Jd9!~`s zQM@I+`CWvq8p|J~DixGges03w$Jo4O0W=e|Er_inLJ(D-qQ%cg1e}8GoFXM(-{bFK z`;t$O5_FG|CG^tJAp8ZBpfume$cVOI5ra8zvIkM&E#JJwnNS|Gm0%?u^Pvku_k4ug z(Bc;YU$Y9QHZt-mLdfLUT{+nKb!BU7dN3GFWk=vQ()8hQX=*FE_T)jUJtmGFN+9{0 zSBJgQcS@5_X#Rn_HCfYTJ(k(i6d66Gls^}=*ea|E>iadk^6&rjqFHF&%u8Xm79TUB%hOq?EL^x|DvTqCsq4!(oavVAIA3y`Z#4}Gih?? z|F&04YD3rJ4L(mAj;66=#oFBAGwIovO5FKJgHN96@(j9M7kfs$%Hr8NE{t`+CUC89 z@p9{qoXMy$5~VyTtFuHH?WbiMLo7fkaCA~QF|R`7lVNmqn$M!4!H}WF;8Ty2#hd-e z1*x@!EM2olTIO7r9nM%LOQg{I`PM)1gFTR=uOxCp?+s`%93dgg9G{V4xS#Zm-_sGF zCr$f4;WV}Y5~3b822UT03M&n+#3eUMTcgaKB)MpD4Fi{WQ)!qTsTcj3w8wbkEWCe9 zLOitA-@|M&^f|6cJVFv8&Pypubh_R7o+9+_D?`_s zR;OxuEb)j9W(j#S$M*dtE!l#v?SjdzO6yjE!=+7GrILJpA4%69vZq3-UJ+!M()U!- zWo9b5#B9cEDxvfo-F{)-g;woFg@R2;u&#aK?rk`F%wg%JH5m# zzoa|qWBV|Zfj91OyZl^BlNB)FKu}-@*6wg=$$W~SrV-7Dq&j?7h&&KtN1c!l2#9fN zI$*^5Ea+_Dpgw|^ydvBCIx%Sf`WHG~ZDF7a+kJ9keGxfSL0YkAYOP3Xw#u9wIwt`- zD0z}ixNP+=e=SO=%6V-e2eKNYid>1Y5zGpf(OCSwSCFUs@Q!AJ_wC{LGGu#9FsrUc z=dveptDspD%No98S@n!uGmc+}@IuKPn#&26>i3jEmtXr%oK{et5RKnjG{{^qyRQ-z zW(3L(sq~U0{6k*nYVty1Uy9+(Syz2i=Z=D?am~GPt09Q%%g<$fATl5y`6GKnNOIs} zx5GdapM2WuC(ceDAK)^YUQ6M22ItSsQaI(77Su>)9j3sb<=V5anqPN=?s2TUOj`(w zvU$*cWOX2BNkFYIE%VGva=tcOspSNb)jn0kp>&i`I}O4&Dr$pDQ@=N|k)9hSU#S6; zfG;NcUpBr5ZZO@;9!$7PR-xjf?t`JaWgwrBqWj0+OEier%L5Qf&_jH|njw&XSM0^8 zo6T6*OR6r04p=8IDij`i#G2SArY!}u!<69t9UVa zP3quN!6d$@h1k2K*rZ~yl@U+ESQ!vfA@&=j5>lQL(gMXAqpVko_!6>{VU&UY<3Cq= zkyOb$BNVy8SpQGSt70t@(EPPndSl#!67tPo>_CpSb)rf=Ovr#$QZpwS0$3z3+jUyPrdQfujR85#}2-W(H-pHiCd>NuWjXi9Mxvi6tgXvt%({BUu^G^2k0Xypw3F`rz8rGY@Q0;Omj6Whin6(l)w9$ zw}pNeJUYKotZp5Oj^Scy%Jd^5A<0wVQE$1%!JRGq-L{-Rc7vi3VRd2=(gK$Mf0iW_ z>8$f6rOA@9p!?(JC>46NQk#v=RoQ>FRVT>HAfl(KTk1H%C6D3f1=_G zWCEX%=L;>m=P3yd!`4RmMPpAMvTfN4fDGeq7?M{=9Wq0FDNfFNUvYv* zNNw*~Ktb(m!BID%FOh*VP#t`$AiHExL`V;ZI@tNSG^q#(U0CQejj?8@#}GYhDhGj%ZZV|zT2TB8PtzxoXJBLCx`Oyg(! zAfQ-Nxp%KSru&B6Z%%m&0oqgvoxbRO{foi9qoDW<4qZ~$CM|7Px7-(o^|G)wyOi`# z7OKj+BJ>2#CxK+G5x8`Vn_ZfH#!6T2%EXEM2U`?!^yCw?b%n6aZbS-_7&W}>jQL^W z1~>ny*T3~{FaW_>o|Q^}yGcpbxNhAdIt%~LgX9@wljk1VE&nb+x#pT_gozpmpSb#* zDyJEHSl=Um4R$*YubA1JUw+NopBJ{-3>A*J$o)3VgyD=(^FYy}{iQJT|10MJP6+a( zKY(uH08>D$zcDyrGqF&dis=Hb2e-LU;Y^Zx*H^*cK0RT$4B$f2)Kv;txqJew;vi3p z9lP%z9D1t-2NK0X%QtxC>SF`7#uH0=+x9n2NHO;jF?x}%_~)gyK-(+5lkPns6#8p_ zSir>|&a{-{^q;n^D<9NFP!o(0G7Lft6+1D1aB76OVn$sW53Cr4 z$`2Y!jRjTo&3@_*=5k|EQ>nhj9Hel~GUCGjh&Ea~2cF@fj_}QNNXfDw1~5|H;4e6u zZ!|Xd8*%r+d3}`V!}q;xD(5XU^E=s^C;o5_{I)UdcjIbsz9Bh{mcW5&MlS0ewwYBs zns!&-7PoZzTwtoW@Ff@?=&3M+u>>p)JKWEREJ}FAc3pti1jDU!-SXnPJY#qGjohWN z$Ipgq8N457-ElR1TwWp=F}&RL994k=QV_f2xP`8wnrzaq!cbPf_UJX2j>1nstkI+leQE!t4zyiTtMOkc}b-4!gV`e-cq!>P0UUcs1u z^RO(y1T>DqgBxqE`eKkJ%lvQXNtX|eg}ns6$inJC>8^#Dn-3?I*e6X}cy3c^ha4^2 z1!_`NMKXYJ{pLSBV`UhR8*^I9k~&nc6HdJHb(Tfh^vxU=--pfYMt z)J2*4d4uSKwE14P=x>5*16`24puQomDd-)S3OB7SUS~jUP3Qv9GCDl>q=s}{x&n|Y z80w+4_XGR#NTG(lQ17l4J|Kw#PS%yKmAXO(i~18zMmeLNPUC4CrcZELKXflCwLF3x zh!HS`Gc{MY%l^>c*0zs^Hn@hg@hVy(!tKYTNy7Cp|h(-9fYY~I)r-FESUolD4B$Q0AyyWCuSk3swbx$GoIDE!9Fg17u^T13Zt(H z#|!DY`&`_MW|dS(XS(3pAH~XlZ%9v~5PF+Mr{I+F_1H zd*#yL@w9{=x0{XU&|w3=lg zae`?}*Ant^mDmwi-o=9i*v|cQ5%qU$^9wI>NdhwtOPf~|f=B8|Gvp>W+FO_f0EA|{ zZ$Su$4bFU6n!jE54fHsFG#=VG-aNa~2T;EOVQ=@)OQ)zs{rD<~jGXY$#!2_VSl=0L+-MWg)xXC=u z0V+vHa;WNXoV6E7AM$03&A4=)F)6%KZ$Y{1ZsUw`Y6W#-0<5JHM2&GCBiCmj_)Gd0 zgN^JcG!$3ADWY|acd=~&71upRu(nh-a=fquQh!AOui}8+Rv;+oYw_b8%5q+@oYXsJ zHH?@#=BPlK6)2XJ#z3|Fz@#9R-UMm-u%Pyp`DBScCp|gTk?Sq!7fI)AA!|A9B1j`5 zS8Wzc&+Bhoo3Azb1Es=vfD*=G?*JHjCwY5A?r5)h+SS8Qzq14nwd7s60)kPAbAQce z&OY-VD)Fh)DE-_^HUA`&w;KURG-Hy_rj;`Aq6n&AO>d`pLt7bjwP#lH0+ARyT!km{ zFHnmB5c+4wW+chJ+BO)>dx!zs;EA*%cjXPU;M_1(3|a6fiF7*xFu|mn4ZN9n=Ig!T z(IZkiq1LO$6te|Y8j2(|crj%N*G_Q-ia?rX=bFfBgDHVMxD%WfE;hu&dWgKkgd9Nt z{`YEl>B>jZw2D-1!JDWptc}b)$xl&FIl(*)&XKsp_nSLS*s|J)U#ui5zFTD*ZD?t@ zYUIP6c*1E>@pi3dWMiGdBX8oBJoU-5a+*ihKYpT#0ib zods4%aub&P<_K95Os?Vf^)=DKvqHdmRn_`6sfN$xG zF4c0d9~a#PjM5VJAc(S}mS--zUYj8(A`Dw|I*$a>vkYYE#5s= ziaJjbyT((PhaegO>Mojw7pE6jI|&SX`)6hAJ;B&?;xp88VQt9lLz6ePp<^n4e2JWJ zheg1oKvNDb31*yok?k#bdNpfb9*&oE!PZl^x2H1CPRv_Q->s!`JdS-m2vmW}USuf@ z^eOtim+cmFo(aYzEs->`&aSWTh)N@j&hp>ks*hq?^xU<-3YVN_oQT#T`O@SsK6=R1 z8nQ)1=c)hlI8#@Z*g{;HBbp3>tJOjW!UjgJ#EH{46Dn^>Ev2Gw?E0OB_4Q z*1R`p_;%aaom#emj~WRSYk*ovjB*oHa5-MlvIV_N^NGc?B)*BM5P zvcPIt3#-e-X6AXAZkqc>aj&%h_Yw>!Rxf!Z1FFliE}$U;P>^_9lw9UqK`Rt;P?YXd zi(5XneleT0tQ$#I9yC-xsPLcoD77#B09b+d0R5wf6{n-Xx^3wUSv4|y8Pem2`C;g% zWX3jI3l0F@ZTt93Dzcs+<((a-pxxG~V11$V>QW-hh)ZZ%FiN!sOg-8}vK`S3EpYx5 z{JXtt`K<^Q-hMTJ=4X*+WT`dluW$b9ZlAKAGysir@n;`$;!Gqr5Bk5CrL$6Czr<41 zOA4?C7Cy@zP6y+BdbloMq(LhwR&wSOuMMBY*&|@+r$V)kal6J|uN9;q5N5x~nB@>T~nY;LE8Qq#qbh#!4xMKg< zfLC4D_CM+YJ8zpS>!epVBp?sa|6#m)O3iX>QXYaYiV@&nF~FNe04rv)%Y_-W6h7*F z6~hGX*E^>GNV;KBl$q1|KgDlxw&S1vQZQEC`WGL zVh;*+td3=q?SaS^=$#*dpoDk|JA>ez8cFg%)TR!nb`42rQS$4PQ5E__=4eFANX;#g zYUTL0L1WQs1tk&hOT>frlLr#b;+t`C?!Cway%K)?7lYDZ`7y;>qFFbyUZF?@%HNH;%C<_R=(g|uxQOi8J30J>uDZEN-`jWSC}-I{TL7dM zLcb!V5LTSpbNvoue~&~QsjoJ1Fm_k9vx^j@M}>LQ;%r*e5E=I3-Bl2cp3E-`&K zRGBuntEU8{vXqe^d(#nRZm+v?sV^|KCuKk}7uoi-BN3(>W#b9KpDOWmi8qfqJK$1$ zCnj(9uS^yHg^{U!6_{FzfKbPGP6VX+q(o=1jNNjc=k@!+3zvn3qPHCdO7nUw#D`iC zQwZW_XEHBu6*y`YPr@^=igs)Zn4~q)elXc9BP`L48^UY96Lcmx-AR_Hnj?e54~QI+ z$&4jjiJLqg7X>JnyW{l}VIgXnGf|TNk+N53V6+UWD+&z>p0@ph$(KWzY|WN7yRKV= z1*&O?+4`I@%OIaFSD+*r+|E6ZWJ8FHpku{VY%a>1uA7y0Gus~=a}`V^+pP};scb-NAV z6&(cuC9i`ho_nrtZ)14V>*RRV@>Ivpr@PYb4QBu9@{R?Dh1xDKVMqyDde{<2@p=0= z|8k9}KWDF~gM0X78XVZ<>Eok|i%6{8@G~(0<2|vhvTw%VM{sEVo`Eu6j*UCj^oAM|G?>?d|coSk>wqW_4uJE|_?KK+?gJ7Dq7k6;V|?yCxJm zG<7MA&Xs(~?T5qn9|bD1K-FS9Uh#05bppk$nk1@H#OX8f+OC)z$PccBU7TY!Ge!~% zJ=@qAYib*1?>V^DD~K|m6m9+wMBNS1=QP$51Ye0$iJCITWfJ+RH8mMcTPU#_@fA4? z@EdoY_MM^!OGn$3{X1&ztN9W;-fW`KR!1_+7Cj5ja$1`u<1n-~f|^7SAttgi+>bHz zx;gJ8@2S=hLq<+Ri(0<%gHkhb!o%YH#^m5}ucJH;R`Sj40s; zA-lRkNmIU=4jr!sV|C_}(F0CDXmX8DOD3g6ujB*e0@h~q9Opd0%6afhz6k&uK;*yN zf>@wiWL;sCxjU0|J_+&*mS7poZz_aJikJ#}E^KHL9UoGa6}~(&82r5t(g3BLUY_mp z{JtkvUwy{4Z8h2Es!E$kkTe&mfTMs|&*e68xSKj;!NcvZepQkEUM53x)SFi%$a!8z zI3o?`oX-nP-w=4ObtvW19-@x&MEEn>tzVY^^hp=~^j*ZEum6s~WOaBWi}`&-Sns!U zu+dN{zX24N(ry4$fXm}}(#_0ry;ZL>>Ym9SAm!Re#E>Mvy1Oxf9$|$OP72PvcnS}5 zsM4+bcz?thM{HD7_p9;Me{ z*&X=P+1FBd)?|Ba1iqI@yb@82=~h!+OmYyfgOL`C3+D>urPiu}4a0yWr|-9#Kn6zL z``T@P)jgYgqaHFdqj+1jEh|;&1K$8n5(5BtZK;?MettSUgWO@gl=?wZN1!hIb5EGa zJr^xK_xd(ZG9%$+a+4XorIaA(m~?~I_o&>joP8jP0`7M#`(dKKByI4yI{P<=u?dI1 zE8kM{w6l40MZUUx^BD;zEJ{PsSFjw#HQbneL9H`{p+_=8`a>j{eJWt+WQ#?fF=iI1 z-ab~Le~q0fF4x2Htw)1q@g~N-yjtpr?q6xGs;b}^tRWScn*Kqz zyQFjvmHzitDLG&L#bMThtXBAHZVn@)=nuX97Ri^m11P4d6Bc%hd#CzxINSyWz-B!8chatgBGI0xz{%=H>y#XSK1v z5~#wePgur+;8{v=<^^E^HAw;O#%xOnBHr|plifM{fl@)KnU&ezQ`&_ln-1+P{|aiT zDe$bL>%{rEiBd=rD2vkF3lo#=7-5Z*_(Ma3FR=%9q$B@YYS~1vgP{Zj6iZG(wfJ;D zW~~T$6y}nC^#$dJE*ef1el}g)VSWSGw?8JRsoB6Nt-14C!vmARJP}0Z635|k6bL1z zcCdK(Vr?`Bd;?izV*^Ps-gH**L30IVN@Kv=`Ij_v)B&whhZ}2Qro50b=tTh9Hj?Rh zLIEp`zEsBOm6jTA6y;~^CLXY743)t_SKj350JI49K9) z=198a%>1*MsZ%U~mAFR*+2;c6r^|(vbzB{6NsFORTk3(L`Tz-@%|@ClI2)9z>>;h*Gf%9$+{In(Cm#PXAg>$F3@2GJ03e)XPnFK^Kq z#?iZ%GHSQ0C<^{g^8NVh4IV)t;|XZv3vF}*ywi-i4*5=pY`*i;;1FP~s zAHgS56TkZDCvI{Vl5iJRy&55~#5!fOHX`kWts9t=EEV9=2#kDw;dUY}ImJe2lSD|y zx6E<>G(Q9@4&$gHGF#M0WIpfF%rbVx&Q^7ejBL_J-121JsE59Ju&fOpU)W7iFek08 zBoQYQM?jh6A7c+L|CiC0l@{wbji!t6HYDA^+pcy&%^9)yM^rivyOv7zGPz*IT0w$t88 z=;7Nz0ogb`p*rY&y9xci~)XaT@Mw<9K$c(UtiTGnMaU@NM)$q9z5uZ?ZOkv0N!+lwn2pA{vD znZw9;K4s~_%pk}-Ild%TZY zYn3|*xQ4XJi-FN1J`~u!(EGk#vXQ)^Jbv8C34=!`JC^KE^Fz}usE#my%7rS+gNiAu zgW>p``ZSCkzIf9o7mXXvu`m)Ya$0Y{JLp$rkgBUc4VhR`Wxi+ujGaZ!Q`qj&<>T98 znZo~Q9@9fpijmf8v=)Q->~0d2gK0TJbn)JuBzV)xJSC4 zbLAe}YlE2T$Xuto%UPC__yFxYnv^I#eJ|TkexMTdf=o5Nfr$ePlUe!Q3QDBWZK$wk z;eCj}cG%SxYT_ti#N`-PC`N!EQdXJh?daR8`7P3myV(jXerDL0duIgB5OuNm#<9>Z zTe*pR3(#nujB_5h?O~C`eQKRXQZxbOdD0;bH~>9@^NqgbXyOLRjPN^tX7pXl(w?eg zLw0zw)L)a#`=*7GxPOUarttYWh_!qr9b+o*czAxi^n?m13sf^F$$aWEj8b zj1KC_SI6@3J;+UsV8*-o(LE0%Yy3oMk9(5EEP=oZ3yl%PT#|SVHkMn716x@{HS$%0 zygzth=%)wyAz(YJdBDoYD~~{3SCcnXVkX=a)-;+0qN-uCVfNa`m#zeqf8qWm>0Z;I z3r{pvV|Zhj)@7S;G4dNIrSV1@h@+q$24<(#RY`mQiS*CM`F>w6hAUgZ@1n3Tsf@}v zlmw|5SeX8JGqpn(`X}GQD<#hrfjAqe$!4cgChtN~a3LLlzSV$jo8e%aq@TftcG_xylG z$#zegbPuwQvFL!{3SoUREQs_R-1FB-G{GlOC#SBq6QBRosPrNE4MOtoRsT z%%ssy;?Z%$*i?JKOUiX%%fGWl~N+b6~9?zMK~+w>-c3e>g@76Y$|bW+Rb#9Q0vLD4;9+& zZfdi2XG%9Kz^ycUr@fV+#*6Ou!dz6xnpPw9H%U#mmkvzd4?Tz&uB`umJ3 z>X6cMoI*BU^Jv1!F+5upA1gA(ZA#ZCmZXOgMu}br9XLdpos%IN5$%=pS`5kuBz`h zI=^|MMR?_6KJ2eWuGd;267A157C%{I_567K)##TO+iA~cg$rtJVl&z1LWSbsk!0;DRW68Y#US%QT2yGsE2Bm=1V55_ z@p}|q4ex3QyzkMO;x~KtaF-l-gPu##LzRD}<*tjQSyY5UcZw~V;W-0P&^Tl=_?5}b zMlIpe-?iy1%Saw6*E(k03!j^mu^XywpFF2ECxQf?`;>g1;i^-M>rPbL>syiq%J8`p za&5G@B|_lvAZ{_bpea#wvhuJD)iKR6PHEMoE|i*D#)i}uaYbcb%`VW_-QNBNBT$?` zMu`uGU>%rP@u{Q_bfL!L%mWQ{o%>060eov|OAyc^_4K}5M$mVWWAuB3C_S(x?0>0S-_%GmQM zu$0pG2rzNMqPN0E>zYCHnq=X&*d-smH%3iTbLXOdBErff>j&7C*Uw~Wfl56t7+r~a ze(VXz5+afwrlU?TzWM=){q!h0riFsbve1_B+ews={_gN3wNSwrIc?4}5eH|7ULquV zf2AGanW|E>HX|2g7H`n>x(7&n$N6|3!*@Nr^zWbEbqV#=zlZ}6L4{!2cP4E zP(c1p=RL#)mFlXGkl$nknDAS^EZ3&vCiEF<0r25@c=lGzg+oR8#p++4S#;R|flSNB z7J&hXpwwOcIkwIwhX4M08AGBi$2Vpb0Dp9Kb>k)UNb!XL6{QC?>?7R-`qbveNSPs6 z6h`t1@bvW!JcvJtMHbKnd0%{90AI{jkH&)%UEd;lf{spxW5sApCexXa~;UC0|KB+W2`yRu)MY=Zga17SQV3Tq8=$>};#q)`8J0)NwZ=NgEj>LFJ`R zJ~aca*jicbjkmw@5b0+XDeo+sStk%`-;A(FY^F1kk*@ss74*^9njkOoRO<+13q4D?kn zqUFi@1F#twDgwS;>X~fQQc#M)3-<-s$mCP(%Fzu0mNEN6h*k04z7^06$zMpbfgJS& zVOjf<3MIC|d%*da=5k@EAMl803zZtzUO8xxyC>)WY)I<&Y5}eo7=HZa;Psa&t@#(& zm!*LFsCH79M(Ko0V_Lj8< zwJ8{vlGV@F|JP*SnF#9{B&3#RON3ZdrqgMFdnmfui$^AT3z(bXmc2Y?xTSl;*9hu8 z&xA-%jh-elM_?8ps`~_3yTAt4c8d4$yz37HNYX(ffN{G-IopeU$S*p%mn=9p01zI9 z%iosczP4@Xs&2B1(t4hW>FICI@k=XVHifU#@$kH;mPu`nID%??SXhi(z&>Cz3vcbb z)_hLJ2VH>)guU7aLQ%-M{u9H{nES05y1_@4*QvZA%T+`*!T|EVd#+eA>D~-b?~@F!vep~s7KPQ z=v2`AMpnkH9Q+K4{i^A3yxOf$Y4KoS{2{z962pR`19`WktK~fq5|fIYf3dl~U|p6L z9ac`X7-m6}3o>=+K@DYZ02&s%(m_R!%b=2R)bGRitAhQQ?Xhm^3mdka18A>-@IZ2A zD{?`Z04!Xv?dlV_#6yoF4VW#QrwI|O9Gwk%%Qx{xRaV+NJ;D=qk`q4l73YnhnY6g~ z;EZjj)U*QT2w16+CCHkBvvbxstDuUrN@)Dh#pih-^_+bGVOknz?3$eJ$%*4<*Qvg-duj!5bAZ0g3KjE&0Z32eZ+GEu zK2U3Nsur=H0k}nbTQF-prR< zmhck55aZOY<-fE#*GX9Sw7-a_ordK&-}PrOpG$Hn+t)3aIL2NBYEhx@sJ}$SVrzJ# z#A;EhLjKMs-*lO#6N4zEx3EUQ)q!7G?Z zqbd0Ykm)sscklir(HP>7LC8!r0foRL=)U*~Q5G}XgfDT=1es1u0Z=0{`#ujmaZ4h0 z>vxE9_er-fFCH9{02o;i9>hFzNmOVD$n~wa?i3N&s18TAeW4r)@KiYB72!_ZBn|hWZ!8@z?B#de zWZ_P_=e7Ku-qR&{O!#`W7|WPFT6fLFmh5!Ufk~$k1By{r4jxE_0T_;4(C!GIesp((n zu`w?-x+U6iXn#vUP93I&PFDy9DF5gPk982Z(SJHU=D|eAowYl^A~H?QL8xE!kc7H5 z-~hUoc491In&x&94YV@Yx2pHo{TujX&3G)~Fw4&Vg_vNwcp77TOFHwpwpZd|zBjoXoy(@*hqxfkmuVCtGqpQq0X*sV; z(z;yV2Cau-yow~W9S~YiqFH9(IS+9sXq3;pXS>L(XotpUpt!KNKZ}oN=-UtDr$4A7 zJk?U`!_xls5?Sa)MMZ#tPCyAhZ7KVTb0J;WD3y?!Efg)}wNK?22Spg$Fs&_?L_sLE zFZ}>mf%gDL1)j#mDhVQs-b1lF-ZxOFLTG*|+3mzm zY}Nu;6ce`Se0A&cd&|$(VC2j5L{KyZ%9rl$w1Kk9xI^tS%)|?p(XsXLvCG;#+n#n= zP)Ox}jQ{Dhq^_QD0s8Sc@xbfUWs!_t;Joe zM)R}NKlB4V*`Bp=;euAf5_w`VyPAqj@(NO6(ZD(BG*kmZ#597)}PP%HJJ z0Z<>IaP4iS+a*cfFm}}u0&@HX+^FiL-9$HjOE_a#9Cif&LW4ay;mo=Kul!gzi88u0 z0xu3RFPP>kXSPBuY;G3gZ~vR}73ToUR^bL9ol_LA9UM$uhZmZ>vcq>vixp1Rqz7J5 z#GXfzsLj0Dw<sxZB{c=*$qQV3IUnzUCYCkC9 zf*Mvhf=w7tpjZYvo!>1~&rNYafwx5KyL${64s%c2eoC3Wy!Y9}i2hJ~L43~4K zw%ESk4aZKn(aZ{vN^0@DT>1^&*`e-BrdL%)3XK|Af!c0OB~&#+QwsMVZ{(XD<*;VK z4qA8_>0~XQsTwXH%tB=M-suK&TXVSuJMz7bBd9&zr#oV{wCWHKRY_%B!XOhQ(WRZySA<8%!&F1z*rB{#fFNf^VDd|=Q=ww10R+x5gwkJZ+xY#7 zON&QW576cJ`nl1AVE8%)iG-tu7;^5_(L(nyQzEqM2#a#{EeIVz&>j)3}Q)Hhiz#Gaazx6vYSMhCjYOl0t~K7sLxl+a$s?il%jq0v?cp zHoB*HgGUi!pjBQWB~PYdMb!Tmr5yJt&OoNtD<6}RCq-lhen>A^rX+rP_@{r4&*nde z0>#wt5y>}MFz#Dxr~PTz+GZ=vcCT@IpSO0GrA(1}R~_;bGT$R#b2!0_7N+NySXBN9 zTpPK$u}`Qruy)-Ks)*lHO!!_~yb`Op66*x6^y5Hu$|RLtugN(l2WUUZd6(wF)%(QK zRXw|G&hhyIBN^v7J3uS)Lp1^$5k8n-J@CM#U(PmlA!P<zT^hh7`KR_1lJl(Ly%EoYt+tZ^}_F>2#abR*Gb@o+r z-og#1u`xJUg2Pe-b0f-GH=2k5F8RXuCq!5}Y1W%UM!jGo{%5ZCBaf29FaHTB3J4gP z2JOEuhc>I!lV!FIEkZ4r4zGyaT%h+@0(n6hW91yHxF=hw<^6w$AjoQ!(eP6wNhlLx z-gRBic|%Xpeq#w}|v&bLl$+1dst9|?i+}zy>;lWt>PO}{!FK&OI{3=7b zS3Difyb)E_-c3rqg*+-(VYBSj3UX(c{@owfke*&XaRyBh9dSU9lcW26W8i-+@>J7b z^H+Sy<)GJ~I@R$u31aQb_#OF^3FyVvc=ACBL3g-JL3{n&Po{SbY3GN3t4-Wfkor>FiC!QT4$h4eG$RCq@lP&{O&|&CKvwfF*vWjzTNO5Xt7WpCaE* zP6?1drWt7{i>INk`8tP3)3+I*ofEsJ!GZFxc0Db1$TAjv-ze9vQ1Gb&cC$0f$flg@ z2Mg7CvO^fkw+Z|_^_nC{sAs1Gm^2K9@>A0O(a_{G5`;q)BqUA7#uU z;Goj0Kd^H8^`Z^TRLKQJF6Iw6WegD9MAGZtI!KHcEm;N`yL@)F=a(Ar;_UjN5B?O0 z=3C#C@j8C|O`Ir7=nSBsOCS@96Z#oiq})3yTa1N*orw4?k!DIm)tH4ms9V@BQV z$RjEJ13YF?*#HK{|4OJ<8Rmzo#^d!NPgS>;f&5L>+W8jo76b(&s>&t&TQ?Zk2& zcwDPvw-$#Ww8?cw=??2RFC;U;rKrtFC*0S{^){Vm{iJke6urf{7dzAB-?+KgYJrmt zM%~^M-kJizT$s+bIPEsT_?Y>vPneQ z>8Qc3lO8azwn&1rmMtoHimD28D9#AV3`Clm{-LFW1206$F!A?0KazHP3Vh=R-9Oe} zEV)t6bVT0@nP#dXd84|~6XF|P5yS}bInMMT2!*WcI<0}WdJfiDZ^hs`a5%@Ezl4Ss z3nCYHw)d_H^)}-tutF_4AkhZKJlkU`Xc-{}3t5sIy_&M$)1*MIJ0&fY_>XgxTcd_T$~!Cy<~Eqc}643Ijd6} zqe8u1HGp84pguPgTU`O8wN|FAnc$)_yO@3f&{k!2CVj{OA1C{@N+5JxHBxNt7`KL0 za_;Xsq2I7}O;U;D(7h_FJ3}o)?(q#J`GhWppf>)R1G?)6vnCFO$Ije;*#)oy8m!lC znnB!9Giztgdh8ILLHsi4YmpZAgrl=k?Yp=H%N$Uc24jnt7|J&WoKBC@9I^R;7CvLb zjcx5MXQhX$A~2md20&97HmcuiojWWV6aPmqjRM%|m`O5Z# zh@D`}xduo(5soon%knfGmAS-PWYncCE^{?n>YDG5`D7u7v8B|Bhc3JpxDi{L$l3rQsLekM{%T#bcqN)92R1xrKMp4f1nTIw!+$B^bxSv39Lk zqFkICzW!jxZpqC4eU%8wak2d8|G@`k7XUKh_RVA>e;M=gOEL)aZ&?abvZHVxMnCEKmfh@~V%qekdgoOl*T>O}j;3}k#7@4H~! zO<(%+XqB|B%6l@v`$!ojLA#5D3G2K}(VF*~aK!YKG_*0F%1m2N8%3!$3{PK*yRGdW zs#a_hb$NOcGbN`;F4yn$W-Y0p5>6RzL3MAX$Y)Zb_=F7L_{xWcchHE_=n_ElqThD- znnhAo|0+C4;bGGJ%T=%#ok71fB4Eh#mGmffZ`sj`qaP^znzq?^QI;j9BdX?%6As2G zrWIzl&i@*hV8X{-Q`-%{?ANpcjM(b+gEU0+jxQRfJOT+O#O&?@KjVP0x(8x#8)Y)U z)(S0D+)xsQ0n{XO)1;S6d*FL$eNe6}>d(#Ir(b z#CM;H<{doyxFcO$7N%6I@}qg9UH-H{{ZRN0Al2HyC1?+hb|ermJVKz-hw=nNz0^%} z=&-3ObuxhsjJa@QK2mibq=ZnCo$m0y!PgPH9Y-qxAJyw7m6A+Ev=xN&)SG77yopTw zJb`i^-8SWQz+~vgEHwS2b8MFu3(}(a*hZzUI zngvD2OA^cO&8I>P-aM7T?~9T2>H%jmaA>Be$%7516%Gc){BPrf;6Zk1%lV<5lrSaGrl zj>mUnx`t7p7B(z1=;UPBQTkQ$UMI;cH}&MoFNLS4NMFGJacpj%%1nAMU^`KWM38melI}SL6I=BD064!&Tki^Bg8&|H|Zhfx~&GY<0``$j&xD3 z0C?5e0jmVVA@L{79UiI?fjYK?4(V&3{W4geN@~NO_x&6ws%6BxY$54?*a&ZS&`EZ+ z9s)eJ(~Rc$uWn|0WH+ZRa$GqYj}sazNZj0Fw-65>``=&Jhle!z-#81pb3za=l>hyC zG(3qH?MH{iwXw|1iD%YAPi`=k*)~+%<&e1bSirWR!R-1U(DZwsWpu(^tm89W2dfXe z5AFbtpvUsJ2NQu+dj7QQwo^nxRoBR}*h9wJ3#TCzKP$>OBdMvrH^|s1=e2Kc(4kyd zY{xuij&RPQhX+7-wrT!U=ivd7*bfBdvRxbgJeRoCmrQrcnKbqG1qzBd9*i*42M|Aj zJPH5C&6mCe>lNCMR4>tODzE7shZeqCF4Q9}2N&0+JPLKzF*Z6^^KNKx+EDmy5Tkev zdsL3AB2eP4fSk@YKDtKyZ)2gLQ;MN7X@N?GphJ{?tfZ&?47bt9bNcp@Ou?{d=2=8;r~{a5o!XbvB^ZFfFuEKFH7Z&;c;9c$}0 zLx|prtA=4=UJU;I1|qU*g*qM|<|ce@)W;mFWd(j(?76%SI4B!FYw5N}MN7aM_A^8C zK#{Kh6<~pRFObYu;4YYkes-4)ff-0esR3sTct3C~t^S7(>O?`CJLAyFL`gumDRo{;ce-0nS)*nOuwo zZud9hi@Qw#j&O4dpa3`#!!p{%KPaSlXOFZ<052TQ|_*eh<7MN z`L6b#h`ysj=3+6WmyaQ77qRd}YMFVN$-=DGKP5A%ZRm2BVm&$h*X>B1P}OM}jzI5s}a486om ztDxo9({jgSg7c^&TX&oVqHS_T+>KDmR6uyS?J>I=X-Q&N#@KR(QyD9zz4%}vN>0#c zqoT|1PY#e&*$?&>C;|iK8@R)XGf6@iNZPb<3+${RsTdiKJyUgmlr<2gr(QR}m17YL ziet*%6lnK?)G>ZMNEH_H+SwXoWL)%#GS!-2v2f1?ksM8qj2gX!<=);e$KEAkHIg{z$gF1O@P?t$+i|K> zrbpIm*crm@#`gB&xj!8L7*tLLx{aK6*=<)O@X%_K_%uc6B)Q|ovg^K2|$-3SJH(oB401z!w4W9QBC%y(wTwBSg=$dCE! z_prHM3ECHBgg=K4<9~-~v-!sSxv~6Qf?O8@nfqMBHUW!7d{H9 z-g{f%&vBGN*vZe{BPPP&`uDBZpf`y`&9*QD2RT>DOcDefuhI|E1{w2Xf#vl-1&Ez9 z&wQ4oIN*OouA)`Shl4!xz&Ams#(lE?EKfoa^mI0;KNd1j@d5_^gj&0+%D=rhlJr$` z|Aaq${9y9J0#r;So%u^_2#9M+afsc-G>gJmQX+kq?!&p0sol;`3mf;z2G{9-h~s9k zi_H<5qxz*K(cNaF&k~$tkvKkqP-?>94V!MR_6dp)5%+F``2+l!E2XuV2se!7Lx)aq ztf=Nmai7g*e<)wd?mfbw?7m1tl)Y{&s16iYGGLF)%+W-&9gfNQGq=Iq(}ZS&Npa$t zGU=)ZCqE$&NZtBf`R6ufI2vg_B6-{4KH`tXJ)wK}j=7MO$vWZIDWCQIR8B?WPd-*Z z)a&hCssSJL*ti-DL^q{bU4}Vh`L`eahmPm2>DA?{T3%-!(5!?*@EJeZhXC?&7-_{# zLzh3~s=THmpspf8>?&5wGyzwU?lNR??kp%!dYJ^Z|DgKWKy^oyt`fCaZb+|jfFQ#5 zMY9r6jw3qKa{r=4Vuy|YlN{2)A(a%{ZF`}fbOw$k;O6tOr)t>58(dl6~F%<$6 z4#=@9QdLkpaF!I`>51qYO!Wp6OaPpjE)f7>eO_Ii(Zc3TSP|E8lk#3~m8&)iwe$E6 z3v80%5`%9Ic#94*nuh5yd=Y6EV9Q|$1sf30?wr~BRVu?CtnD3}%K4n58ir>~c~<** z*LyLyCmX8SbXGHJAQ#9&J%16Pp<`Wm10@0F{f3SbXp=?uigWn~L<80jA(=)ghLd@S ziTP~4!e@rOS3%&!21upr=W3&;8|=oNt+~6x%;FSHC7@G=FDgeXCEH?EBE|-kl0G4G z=VnK(01L0GXWF3#3cq&b&W#*%pX7nz|MJ;aqPZ#=0A^YB#RC%3mNmX89i>o!GTZRg zZ{+iV$g>pNf*YGk-e|cc1Y31nWGl+zAh8Fe2F9i@cdIe2`ePv(8E3G3KEJFY}BEFtKZVqko~M!6x~&D0}eS|SSt zASS2lc`tL7h6Uc=X^$eu-vKOWOLAn#gSf}1Ojg9ol4lU%5M^E3!*kZspSX#nj{{1q z9M4H~Um?F^Lx>)1dX`k+6_eyyq2A#l@A;t_)(D^$_Nf_|f6)N>k5w9kc%keezHwxJ z{~uaOIy(yHM2txj!LbRPwJbGqUg=+|mghhyoh*LqLGqEjz$A-CU+q4hcp<4sU*_b$AFJ#i z`+&KUyKNu~W3b|8P0vdYym!rYptZc(Y8VY7sTNyBI^{htyWT|*0*U2qE7*UN`W%b%&tD77#B09b+d0BQ|oQkGDY13yx>|lquVK=q(X}W?E3(H$%a>e zQ7S&?RJaGSuM%#VRyq7svP(O8XxlcIFkN|(I!O-jQ_4x>va$?}{Xlv?!&#d2+wu2{ zh#@U3rL8x`^+-wS0*llnp;b4AW}pIhbfbp>;<2lS=eXPk8$UKzY!ixT2W3p7_iMaW zetUW^fO$BbUZ2g*aZmuLnG5T57>N~TE=-8|2$YftHsR+feygYN-zW0d=L1Vbzd$Y5 zDRHDn-|E7?*9g*@*UO5$PnCH#^(;ki?yf(isX2D1Ks3${6D1=DD%| zY=Qx!OV)g1o$S)?_2%sC-$zR%$z^w(Ba6NVAGHm*0Nb#0fnG=K$0jPIA)@heK8}1w zRANEWkerVkO=oF4eYh2x(w@N14o!T7n!ql%R2(BjhiB=voo?-bA`tF+&(PxTqE4RI zB>{_3agQH#xa#D?_J?pH@rp;v2Gi6Rjm-?eTr*QTmUGqL^wCUAGZHF=O7jE~@_a9E z3BE?3;F*JkrYWMF&XN^5!D2qMOx&J+AC_qW2ClN08`};L?~)4mT9&4Vj?0w$pjvtm zcn=n(sqpJoCaGm3HQ}iIx@1QpktZi(KH!M28dzlLmof{H{v3eL_aa+w>g3TF_QECG#c91A`rRD4N9A<52N8fmFNQBYa zXdBNtjVx-=h8_MQr1k%mbveV$>zJ=+Ww@Wco&pDy;k#yK6>TDeFfcte!2mV8p(84X z$^I8lm7@a+VCt6a(Cd*&;I#ERNp>aU;r}JuzU@I__-etOWu(y2< z1OOUQbq%S6I#nx06NY>^5{{}*K_*JZG<0)Dt;d5Y(kt!lLEo(bi&2eHyd*cJJgSx8 zh?|aU #1gTCjQzn1sl)WWYfDv9*`I$DLeLGP)vT5)?KCE||37dcYLM+es zMj5xEyZb4MD_wc%kwT?9M}V}OG~jk>#juIn;6nmCPhr+*=}ysTm4oIiNqDs+vNa$#Gp`n>_-3aX*AwW;MRvtY~}RUtkCb1 z`Q${@ZC`aN!L*+&SZ<=p;reotPPTt!U5(6d{1dDjfGwc7!SR?hW9MN@GJZ`gX4nh{ zCwcHXGnc3NTz*)_o8g`5^lUCWiM|w|GQI|3ETvT$&u4t2yU4A96sEM-YT-EXMc5hR zObo{TUr^p-nhg1kp`Q=9V#>@&kD@QC{_PXH<00;C%F$ecL%!vcWK@kD#}}MMvUs<| zxHpUiK0z)Ru=Cc7drAKJbGSr`pSl%V;Jzx7k6NnBJ(2vUiiuIpeR{>dzB$b$ z8925=q{aV$VrZE7c?yONZbfioD&-~#v~XJFTs}lu2H4cOu#&wIR^KRY<+L+BKm$Se z&yIX~N)W>w-Shr5Z%q>ZUCKAsNoP+58=EwtYr_zK`s!zxFvFjK8nWcKf#PrCZuzyn+La8~JEx~5 zi_l`4*)& z=@hlAEZUt>FGE+)cZ~gfId;~7f3y`f{JR)+F=1&yEy~@IVle-TS%oJ7DAh{Yb*3X8 z`>&WB)D`aX59}S&m4!q3%x@RH(g0ABw3@wH+qnpLDH`5D3CK zz_6YTkc_{(n~Pj(-dU5%HmFBzu(~MxX5etdGElRGzxE#aPHdfWCqyRiRiShDx5q$Y zC02LJA}`#?%2|Ah$mRzKQSE%aHNup&+k%zd{CqNo5&GB#QAF1MmFLw(fC@frp^kEs z!k!O#h7IO<=D@r#By#4}p}aexzlXD- zIJDt`?tUW*{wuFLPtd6l3-}b>1Bf-?{XAq*gmV`8E)8J-4nXn0@`I7=2Tg^yL@I31 zIqduv)f*mY(;8CX)YomrZFe2zCXpME8;(Cr=#pTJuLo6QIFSLYScu*5jl6ucXbJ=lOjoSP3660I5IxA3t7?n2jlf39kUqH}AQs=h@XKz)+d| zI|pTWWWKX2?^zUX7!RlrMC$C7YI(cZjC#Bu7hIv%8CeZ@R008%+P}eb<9wPrk@FDH zvC7l#FosW;fdl5%e>|963dm~O4LU395-q;BcE4ZP?p}=y?}?iv5kO6Vwg^K=GeYk0 z6z_5x1!h6}i{4tvgIGDt-?EA9KwnHD*}vTS9=+Ptu+u~|SaM`c?p5g=QGknspZ}%w ziA^@qtvAR~XmYt>>HWfZ!?n0`Ts6PTGt)b@S!Ca&0)_L~OGk;aTwEsX(?_36SE|^1 zv)NBpLFoHCJ-jorqu_60C^rTIWk6Gll)s(vhIp!D*R-1L?$yv?fghI$bHLK3;Y*yo zRpV|NS|TCBg6XLDdnez6e&5D4)3Bka#KF*PjzLZsK7 zRO=^RU-~(qSBQ6f-U}-k;}SCct;x~@2jkn_L|bZUO(ZgS_4Vn~bpxktV7RW_{(P9& zu_;yL2OP-ho|)55F5wA4Jpt_+g4U$rWx)uH&eMg2&8obP@A47VngZM6KL&rQSgj-D zp@Q)EA~)*mIox!R&fmVbu2gx|2LmNS3$2ZlC}836I-k7H6g*8;JmWm$q$d!1hGI;R z#Ck8<=gw1?9xxk zj6+C%!^vxaeSKJ|iZnK8qj~}QkzOpY%NGsbopPDCRTUlK8a7YG+tnsGMZVb>w|6#L zOMRhvh7(*|c&)ROpzeR0f+@AOPtD($YaKooDn1J_)=FyA#Q0_++&8ckR4F$>;%{gF zLFkayPITn_J)rLsq#-UPZq8{|n&v$I=llvT^F7KUVI8a)iE@nJ(B4TL(7}#d9XNrY zZ1f$!Yx#R3_yOkIw;tD;7|ly9n>ZWL!6IW0Mk6wdi_u8cv7Gg^ywXz8>C);Ce1i1Y z;kbU4K-=+2Oe7-B!7289*yv$rItM{vKr5;M%Xl|F~QHUy<^nL zk9~Z-W9)91kZ~dx-20mFZz;hnm_I~ zQ-vzA=oVOkVX^-M=ZBW;4f_cnPEfer#_+#s-L=Hqx#J(GVJU2%K*Que9lV$V0i6C} z@O%zc;Hq0I2HK#z-mPEcE5myLE%a(U?2xWq;mBD5K5@EDc{(w0=DnxanbvQ|otCQ# z!Ofy>gRmt3yI`FB(7J9a<6*$+dqSCcyjy6^q;UcH*@S}kbOy!=<`dX@fT^WS+GPI& z3Achf-6$+1#+y+!xw7VUzBmG(^V*JhMyRQrlGaQ*3~&guL&7izzp_o0;4sT9d?^E+ z+7)7YIwPuuY15stdL|d9#&k}JiD^L}d3M*nFo%x%(Uwfx?h_hzv;*1TtY>_@Nvlse zGDZ}?9%w)b*O>d8IlpI38bBC_?d{33d9Ha(o3*y2aA5EhFkN&;U=zjoVmIQaAciN4 zHfW`DO~00&g&wjUcBo%~jwPt(c78Ctl{r(jEfHg(Yl+^SpgxXVYW}=ZBIa^f0nJ!KjIb%IalLxbTBk)H1CT~(fg zhJUvreTO;F|?I`eNBmu+QgM{wc_ED|fX#W*X=Cu9}4mOaR{xq>9L!=L%t$_EN0wiDw3 zICw{Uv0D!{m}y7yq(!jY(=f~i;v%ErS3oTV0f6oYVsKyt>V%8BM`|UA-TCF7^=;Hs*twloJzX+!{NRURvN#dgzLip}2F3h*Rlg-id#0yt`%8o~-HGpD2qDPi?iI zE=Lm2hJGfm$73O3+_+v0pJTOnW8$H20?IxD-uCK7E{Q z#R%VfPnxVK&Q>bE-s$(;cu*tc_$7QlfOncl3FfID( z5g;w5@yR%)Ie)slcXX&oYAX{NYkza{<)gBS?du?+dR<$$sQ}>B`FjrY7$QGCEd1`w zVKL<&&2iNjuHWHo-Ze5v!@o_P$WIPSwdI?%tPfG^AF&`o*sCk=J9zXrG# zSY@r#)Hk;C4<8whujXRI%5@MwC3uR)XRg2S@TrRKyTj%GS{{EJsst*+yR0@Y_SFvWz(ch086 zNE%`QgLdd@=7>VxN3v6IS__i#)3xA;QgX1|njK!>HtVkBB6&mF$J;0o4f^-wm~RMQ zp2qwA)F&nAWw=tvRY$+1LPz!Q#e}RD39_vj8j){QiC?XIGZhmUkAm`@CGd*r=C092 zMr0i@MM!UMSl0~i1%1A7upXfaDwm5p=U>CMj6&pHwE)=Kr?@7`97fw1)q zo(6R`ab2WIKt05)*B)IKWyL(?CKo!&Ccu}j!hK{iUOiFpWt`~fx(P8WYv2pQ-op8o zl7;&WS$_>W|G$8(g{(4YeyEhtC3^c}&QjmQ3|04xZ3C5fFK3gQxP}1;-<(23Sm8~=F7rPZ~ z_x~zZ|8Qyhae9RaOC7*~h=mP6om=P>Hwg~;a@o0I=X|$K)Pclv6O1)msPbdB;v#01 zK4f9HwA|}^kGKfv751yV6HL1*3up>D$e939P1|~$<%=E@^47b4fm|;0AOH-gG#6wh zQaM%$^4$A~0d_K9B(GbkJ+gWCno6;lq!;9R7g7J+^L7)?E|9}pf@t`qU10PE5$yG! zwY~mH8_iy8xhP-6UCh_sGhTl8ziy}IY{BlDw>*dhQkVrtErbGI=sLQeV`W}4(=<-eRkPoCIH3FRR^$blj@(zFai0h z^Bf78wTa;Bj~A8VL-HOF_P+l4i)3 z0_oTp-sBug+Lg`@Fj*Iln5z{@?Eq?iiByQ-Ney;LK`j=i+q}Du)CT|wbszVAFJ3j7 zp-cVEOvvyd$ovmfGeqhWH+^al6&Fr|4Gm{~_es^vG7!XLS0weKm>kJU37pC(+{m?0 z!POXj^O%fUa)0l z&~%f_@IMR6f>P8GIC##EN35qS{2eR19(x|Od5WB>h%0C$e&f@UlO0dzNZ0uB72<~} zhc6-LE-XC{{UB&o`nAr7Wy=6+4yIC4-DYt;*XPD2lf<|X#l2?H(i-`)sD;|t$&j2_ zyG-iLQn)B`2(? zPVIz^4S>H+n*0Djwm$i}kVbIz%AOwiej*Y*KWAF@7p;w3YRu&G4=OK{ocr21H{ znYEIBIbR%zYafo&gVeF1VoKY3xrXt+3nCqK6EOEeX-v{GU(Ev)9E2^OnuG+a0z0|X zKM76~vYOsQV|PV$Yf8U~`TNVdvO2X|{^7dR#DN^%5w#t>|4bw|A<$~{WhvCfK ze_$0JZ*1kp(a)K`h+r)@{p1D5D#Yrh0X_CncsfO`3UN;wKQBtiA}(W-7730LGEmA3&aYo0dd&w)-eRpkJdRJnnj;Uv{8U@&_c= z746CrlTuw)wT5^}ye6V(30jG62D|*sjcZsK+U{yWu12xrZpt76miI0rE@E~nb@17k|GzStN2CP%5$gD0 z=(z^A5C-^lr;!3MO#`zoFqF*tqr8n~q{kAzN8LUwz2N>&bU@ytRRg%OFA15-hQfWD z)R{}f7mpV_{(EPNrY66Gkx~rQr4u&~_72{c_M++;Q6WjpQ`15F zF6u(QtS2QPm2Az6fJC418uU?xnY=5PsM@!da-%B2^<>xB@t-PVF=EZ^F>o8W*$mm? z)78>(H>qpZ2T}GWy>zM?y?57Xt(WK0Al&raG}_DVD%;K_1fNc&1Xh z>&SBy7R1=`)I&eXcekD*h_9$=F{)Fh?GCC9jTeXJpLu2x*}E`Vf`GAJnBH0N{QX9s zE5EvWDNb9MN<7$PtjhBzZNffeB?Dv(mwC3;LJhMq4FE#Omw!orz>IF>^7FjymP4?t z>k7GU2d*;a{^~fus@~GYV_~ls-v0l1Gr58w1}*x|Sjr3l8^7dxe)C92Y-NEUipdzk z^nBp&NHcarpH#x#2JIC73eD3btOQwq6&$`oh{VV{&LBtJ{zmqZerijtb04 z8o{E0@g>rkGe^s#TBCtBF>u2L7a8|wN>k#qK>LHMe!m!G00+Q<@{Zf3NkR zHkK(0&xyccB`keE3A?K1Zjl>AjFF~7NFA2|HOb+WO^)Ey%kpY)P28d(HA}L5QYz5b zbAF0W8a{8dgyjjtIHDmNoYN4#d}Zt=fiZ>=FcQu=o)Cqf?c=C)4WuV&DsyEc?KUkX z$+DyNp`6c;caHC-XGRhyUc9AXzRM%-1ji(c{V9G%ILMGI8?$XO>~L^g-Cg`nlXppF ztxP(~^+a7BON$drtSv|;%n%|tJ=f}P?rtTLXe|KjJtGbAI!Bq7G#j&g4!AqEf|Dq> zC+|dZ-pxlML-9x~DuU`C#LoT*ISk?Cp7|k7JAOld$n`U|YXOf&76v!keX#AGteO%3 zmJ>ifo+>G~O|VRUV{JfJ89ouGDHDr2a9gS7 z2~)%uYg|S!zf55EWlY-(MyX_4o&d(uU-rF3PJ~v>TBGe#kEqq+HyM=EP(||KXJ&Qv51iTtlfze`NW%Ma+n99c-tZ#r;&H8B9ly83_5)MvL7WD&gic{O{E=o` zccR^_szGsz{nGMG=G~a60Y5I9D9KTBL;Ckk8Y8E-=qwwhiwiSRhvgo0@Dbp}bGBQ% z8`OsM`p;(jB`R?dWl1Z8r2BYl`Ih2ygH|Cg>dMQoT zNd3C&pW-OBFZ}>mf%gChxW zsZTLkwggutP*RFe z4jnnsl%O%-xg*VgE04#^h{mp}Q&0&Uv|&TFg9I1j@!~ zT=;YSx3_?}MpEw6@9iuH%yo_=nBYx8%xeo$OJ$^z2&l{}uUpD8=?R;%H2h*{EP)b% zS2n_F%%rWxyVT-U@&YhGKR;-n|8Yk-c=Khjr|(u1w@|0uu5|oNrQY*PX;$~E-o_Tk zS!OSU)53%;B+}uIuSDbBAV$W_0!rx1IUxxVXTMi(%1L}a7d)We%WFF`Ew;**O`-u| z1{zqIqe6il@h`J|xG6_{4z0qe3=XVUOn>T|^wp$WA8Od47GvhqyqEfnJOQ`D6g{XM;FsjfO@7ls+PmY_!!r8C+_K6|D%RU4gdK!<>_NHC&!CB)vaN*}bSw>TS)kifr4(|+!?VU`g%o{{ zPVm^cr+NBrPB_4ijKb~?%8;oJSdefLU#EUE>jDj#L1>O&t`!w8N}MOm(6Fx#A2%df#^|&^7m&E> zaIX)skJRtY5WQ+UUA!=I3$i0{%O!1pcl^SNF&9k#6W#Rj$s3QCU# zcR0cst;testWmnp?xhzfupLkgBj+t?3LAWisc%MX0%z|f4kpZH4t>kyxRwUf(rOvjGUeCe9aeOroI@4C&x+*nG7toepP{WV@Tr>%#a=V?u(Clx+ze zppK{0WQ)@pE7thIUwA)AKhP3HNxq*TOZ%n*19$deNex1gOT#KlqYx0{H}%QDglwVj zasq)$N=I44+F*Q_ve=K~WZGJAuSvKZ2g>M&iu$#}2aJR@9+^d&V$;iUZTTKb2Zn=O zXl-)cNYU_5DL+Nl(XzdaHVDA(nmwFn_te%ckAl;&EIa4Jvea2Ax$#WkYO>9NUnoh9 zzc2bfE6Atz?)_8(J-97i2Ue02{=KOib&KCQZ*RqzcA>~SuaP{5#kFgT{BQ9Wdodo7 z)$~b8-5))&g^9&@Ijq7eV4eQ8xcR0K%@a|Uk) z6=A)sZ?Q&GnS`}AU;Q|g;N9X)$G_E3$p93^AvPS_2f77`_}_r~JRa6W^gub-yz~Mb zgdAh-DeZC((TAog4w)0o7H1AKV4qa!vI;tCz@OpR@I&Q6O6ZCVO#^e-GTT0fu|)Jx z%i^&u7AEqcHkKOJ6#6ZHM~l!*Jgr)%;fBTZxHa{Fy``OapXBFOx{`l3B@s-wuHfs+ zh5vVW0%NutP2LI@=rR>jbB$8S#4@y8@X+GrfL(||d{3`Qv=*vS6m{W?0!q|6AFn6r zeD$(9gp{cUkQ6X0L>KhWs>g_Q`Vp@$9ZG2OlHLvLV)Pq2@B@RugChd2>c&V8FGh4M zz+9ycM>DK>uP7fx5;bAbGc}DSlU-INE{j;5T(S!{$GAv7zQ1X5QT)Junt-m97GBTO zhTL=jju0lMvWmZR!w3$1+=qQCNV@T^+1vy3Z>gI3=o*K+mjFv)gmimdcQhqO=K`=@ zU`1he2TF|ocFMAYy1PFU;!KAbe(s0shlYw|E$p+0Hq^d>AJ@k?Tx zN&HccC~R{hIlfGJDAp)^Cz0gf!uG`FE>~vgRkH`T=6nn0!LW*aIi;6Si)lMs|8(?> zZN{RzDjEq|MdLTE!#TP$i~la3mFyrX!Ptu_k==A^;ovJ(`OD4#^6fzixFmu5pSvip zi#}lM2>b5+#^Wb~(WFnf^smI0^mB0l;tIV?`kH^GIZHO0j7aiJ3wQ*_X23NYIe+TH zpJ%^8-cRd+K$Z|1pMX3ui`mB|U{hVEg*8O4#x_v^T7NYokVEW66L>SO@YF$63urH$ z0f-f`u>6rAD|vvsIZg-%eHcZH?mcMz%)?AgB|o3Jx(8kPvUCjM`cX|eMEPK@ICCG( zOsGjI^|LoO8ba=A8xfLEqJSjp0xVI;9i8| zXqXPLId=(QvI$VUleHXZFBRlO5*_VS^7|0QsU1i3SD*m>-u^QQbQ7w%S*`%j?Wu8n zACF)-c}GTm;O{MgU0zCXqZq-8E`D`^iH!kJyY*`D+f^Dvj&*$%k|SGG({AK7O>gIM z*hR726-I94B9qYdzZ+U-av25wP?t|-0LOE*@Fsujpq4@;@tlu6nr#+>{ycr;k&ab{D;+OMQ{hY_)}U%!zErV&#v6NK*bGBNZs-=W9B18(b0*fx^bV&Jb^NigdIy zaHRIX^j_q{sy#Dp0R1aXzr^?SsdlBDA1i!-bO3`=n-z`e*mhth=!6SMryH(jAT|cC zg-(nyPG~$Pi^p!s!umPtXyJOZw#HU*4OF>g)fvIU0kiNo11rRk5j*~W{EWe*Y?E=G zQem){|IlijaCdW@euMQ`n$4f$V+*C9#lZau`HWq)@lMJD3)bM&Dx@FTtoW<3h}^RA zUebO_Qg@mX2+M;GW4FU=#9%+n>R|?~&Qf@N%obrksEI-|jy%qEajBQLPHtbB*3=MI z4bO@@y^-<%#N>QZ&&$d_0(yM*d6bAVg0iLX?lqm*1;f+!w;&vlTJg{J;VPQuvLf)K z>ZXVFU34tH(eFNeNSL<;K+X}%15uYN;x02_C9$DM@r3xObQ!WuV%BuT?~nAP#rfz% z;6K%@=6M4Wu;+_|zKAGTNrE7qChU8ykhK?WJE7j`I`E7Z6-F=7XeYFZ(Fv@2RQHLg zIYis8s{|B&qqMVtwG*f@y(g*%Q|O;_)|%nrXz36lJX=ebzuaC|Ce#7}lL{d@?#0>; zC?t#pGCnx=#!=CboN$1dtFN2pAlR)}C|BwlS5xe3?(yFD4~BCy%20q{%T(VF>KUvD zr9axIVR!UsvxoqEhM(zvWzm}tO3w~xMs2@hO*ihGNQ+xj{j)m-3!g==&ZP3lr>?-8~_M!s_EOQD}Cl zoeUUQ7d3f?j3-ghVG>**?_2Z~y~}DDueuJ%hQqBYPgovbXI<8lSQGlS1?Rkxjnua^%cV|np^upL=JSYlng9|OSckQ!*Ve7upn7<5wWvp2 zb(E~SEZQ3rclNKo9)@FiyqF`oC@e)vSB0xGF}7y+3}Yi6w`M2ZFiB+TQf<(et2}By zkbp6G5%0;L>I(AO_-uH0wl-8U`njqd384tjSkNIBq<-77+je`HlDotcQ(?w}Z)s>v zDWyiPZHD0os#03enOR_yhaRYvR7J!O{HWQEK2qpuy0u4(+KZkc6+@o9R2 z)~u;C63~7{rhk>6epdh}(LrC4lkYM+p9~SfWyo56!k-;C61YvCs z4Y_Ec!M!x5x^1PHOHd`|dsP53l0yx5Z=&i=H3vGeLWRcaB~O&??#|H1y^F)09k3Ix zIZKB9zUOa9)6ulfW{15DD&85H$8~RroEgSL4j7F6rdnDGV&S?>t!ea%(YaS*?23&~oqhghD5^TUs3nHc2NqR{BK6&O_ym%Ud(;vF$La8~Z>Qh7)wGB8wKB z#e0!T@Wu$5JkYJSkqp~&24LBjf$uF3;RZ3Mx0Ir<`W+PVsvlNE-5_KUT^{Wt9U|8$ zx3?BGAF>+I`5eY!uF%6uBjrHsq+w4EhAECU{JoVrgPP*cb=-$0_Oal1UHsk&1qB%|;+c4E0x;BcZ#oG?D;nO=esiNIgkn$znjr;G`)$2yd+S1W@KJ zDa#s)dViSTK}{azpJRPNw?J4}h@=0nx|@8xd=n<_Th0=~Nbrvf9x= z5JDwUS25MW(_A4B#4fj#En6B>o)bjrtHO1jWU%MHM`^&KMUQ~&Huu&=>?C)G9scWO zieAkKEU{Cx(8-}q#m_~%6qcvdlLKz)6UWO@=Ez97{Feh9&+5%$R22fe7B#mNfseWU>Av=%ZB&@Yaw~MUE5uVUNZQ5lm3O#RkL{rYL z#*h_dJm1Du>@{qAIckT3SY~2fww}rIK1x!krABZ-^e-$gpjAc(5zgRhU4Ggwy8U(VJ1quQI5%%REjf@^dK!HU z!^LBG#_A?e;bm8+&;>^hG?~m2WYAG^Z_O61*w({S*mMGh4r_1$i(70h%HpTEZW2~n zLM9YgNrb))-v5bNV`XZV^I#5>hD~+<4Gw%Qo5?T{1_dIvDe>^jSTO$8{+tUT@M<^o zwXa)dS#IonWp2cJO34;60R`teM}`0#=NTJcfFxdLO*1YlzNO;M61wCP06$5TT>b9z zISqqoFr-2xy8yrW9#lxCa-3grf<;_#^1pVqab-NQJ7O77WvT*zt-RR`pz z2_pC5Fv3-3CUw+5NiiDRn!!*4@J7G&g3~aq<0g9)(J;&cA_4lmHl;QK49Y2tRwzt! z6}#EE6;+}ub%(Cc!g}VOwU-FE5K@5~Zaa9pM1r$6+RhCkYvKT5gY!K6 zu2s&6i=EQ!n@}S9cqjd2QRBs^VojCry*e1n1{rkt>Z?gL=6kK?u(ylnXB5waU!GGm zwW~+ryXJG1XZ7fYuTC{U*$XKzGeRPSY`$nDy%ZcZ40Yi01I%$P$^{Lz*ze!&m6QAH zaG@$W{O&cYuq@@9hu^5u&31$r`d~D9;h_<%Sw7QoTU%foGJfWFOIuy<@b!TkC}k3|{0CVJaG`;HTk)v)sh!&xD9NhCNWapKf|DtRzf9C{ z>L(aLD|n+%C?vQgmoeN=JmO=0OZ5>1G~hVBxFLJ#>99gjg`LK z?%$2sQ5i<+(D17sBG~>})bN26mL(_pmVQhH4F`d|2B7PvqnGXB|-nBjYjmqVlkz!yHfZd=nAmY9mExhPD2zc0ClZi(39>q!| zjNcJ>7yqJ32`z9;$$(zNQ6iq#E+Bf79mpA9d)oj^@oCf7t=EsJ+)a{>WkMrs_dw)q z-nCu!F-$vd@Yep6P<*C@ZIPb1R%d&C%!{Vg{|)mJB5axVw{CWvK|TD`5=#`7z1=aH zgoErB(^AA&GUMzsn?7yWpV`Hapw6PZUK3&x`^g#2cOz1*lm>^@%XJ=KA8v!2ISUi$ z;QnQF`1ALLs;s6owb>->fou4B{p=^Cq)Z53z+rCFVD=gKcP35Qig0PtN=(B)F0MEB z={H`im>L`Cy3qidgO!U}k8PxyyonI?3-lp4wGdsa2!tuL5{Qp(-7dL5%Dd05=nhjJ z4CFb*Dg{?dOH)H1pwXeK5Tta#w?U?U+Q5_7dGP){AU)(vBlL}QqgP1G$ayrlOOKOgTvyW z+za)KQm~k+leni;1NAf_s$F{|y?Fq1Dgl~T>>x$_WC2(M1+PJTke``1aG|Q8npD26 zIyb8*Cd%AQd4I80Wg=eFm*2Gcn!fQp((Q%rFgQ3%PZn~ZSmZ(}#|ue7o8#F$DL|GN zO_ua}E&sp)l8fk3qZ$$Kp`u?EVM&mQnEkbOFIWkXX5|H__Mj-JS)p`p&H|^Fjep`4 zg%u0z5+j7sJC+N3%@tl~epnS6|Mme(>032Rk)vf3TEP{e@06mab2gM|qAc_EFio7j z*xr!Et2zLBmEOhZRkAp*+Z=sY4YqAz1y!&vrKyEslhz3tfE}I`1~ose2|dfP8n28h z1W0u|qa3nH%fffKke#?1-jTZCBHOUbS8?namX-k3=v+16NjkchD3A-p4<+5*&K|5V z#2+p(4Ug~vIAzX{L6Hml;LAZB5;_UE5tYgIm(y};8lTpg{Zc&eBRY`|r+l)at^I(W{hh07%l4Kc$7E@00{s84^9->}25w94;0-tUn~qE!JuvsY zQ2#JYO^XE)RIXLRRj*;x31E5@-`ZE$F^}W(+*eQXvyJIy@&p2c~6AL&;$$M1N z*cmz6*>II#{Rnp90>VxM8`~KOPzsf?KX%HyvQ;ZZ39X~@`*=jG;4!Jqsj^U)mo-jk zqGhKrl*xD&v`^=W9s!+mQp&QBHNb7Xsc9EcmcI3!!+)39YCA*V@Y=B*2(Pgc+70pX z7Y|qt*;Xjzfmw8i2xYQ!(h3lQ|LM!j0jYrMAtAaP_XrXOO}oPI9?#GkUI7^qS=(XN z1`XGafoZFh%`Zv-DfK4Gj~I_=_;m}h*IyqP&P<<8)zK?p`t7gBZ}u~Ci3$1CL{HP= zA9P|`|h@ZybM_FDBvQoYm|QToptpv5uNV4t_z&@ywLK{?BJ#M;uTnZdJqUR zo%kz`F^LZmU(7?4yBT}IUSI}Wl%s;Vkt3QmV42ghXZYALZb9B3N!@pf4;4zToylg- zkhFNJ(;s=v)!Mk2t}9caKfYACnVhqpn3IP(RYeCJG=CE@ty_sU%j^9us>j}0%gDc8 zwRqjDX&nx63Wp=XeETTlN=X0enW8A=DQoX9ReC;-y(G+G^QUm>Y%Hz290(2S|y{rTeDrpP>+9H?JnPNpIziB-R*ww0~Ba)$O7 z#uL6e95E`AB#Cp`9F7tnV1k*X{u|T33YVz#x_g(K|9P6w>uqMN7o-#`x(Z~Noy5`3C?(M%N$04 z@C;E91>5jink5CxUQgyInFFPrURUPBaW3d}PJtynZ*{qnFAth%K;M=;V?uga*l}wT zOyLk0j?ylU_~sY32poJb{jLL(U@Lo6RLS))BqKc8E4-pc5QG9*RxGgzn!h277qFI; zJ_d>r`lf_aM)~-h^ngHGQ1kAPr_Qfdpsxcii1CscZVGd@ z>ydX2G<_t;*bew(!XYzEcYjjh5@Q|MQnx+IKZzYKoi#%h!vcTB07LO_!Tr%6<*;;KFSRE`0waZ5g;Hih|sUFV@sILZ02E#2&VDDK0mK{aZ)4V)hSQ6Yn*a zQ^D1Ch?ss{;?GrRlZ9Ck-)=aEBAqUT@-8LlgD1)E7~yMiO%%tDYQ9A%#&r5!PaFbO`|UNE_3ICZ_49`K_;765LiyND&e_d>@DGX%=?}}Ai`n+^79cWTPYX!SINz9n5 z&zEbx`wuGy$Eu2k_G5Uh5yX)5Y)=@MX~FwG#s55f1MUO#`p+_g(sKm_$x{w0d#_19 z((Dx`gk?>dsV^H-XD2jc*LKL>fM8tvBk$V7tE1MyVs^yn?)pG{5VhXez`!8)Io{2EnYcPE2Hc^UPnvwmMtmi* z{(6urMj^GXI;F&jzuG{Uk4E54s&E?SQU3z$g(qo9Hl3C_;&dBqK<&a3dOi59C|0kf;E9&R7vl+i6 zK!YbsQwkxQSShfu5Sejx6@eS)QRkGuDL&IL;e^8fqa#aJY|PL2qB;}94@kD2f_!d* z%2A&E&3H8~zyV3&`8VXj;SO$SSZ7cault+XqH;;wp5cZ>Z2-Py(W(v<&)`QW|3eLo zLpf@$rqpk4WhvSybWg)&;N59HMbUW`5Nc`NGAuXR1IGur8~dxm{Q_1HXfw9-6lkfh z_%Nm=r7?+oQzK!sQg(c|{RZ5~-_8BEea72k=9tV~y8tc-B$-HKdZW*vq^o z_9;7PE%zZ5`?3Tu=ayD{Cc^X{V+UQ_h;V{JAx%kbdpXs1oHTjYVkOX3vP!?^XQ?Me#yZ zi0w{!wSC#;8q`(R1P}?&5e&b;qmiMG;BDVC*=i@n(#r1S2(q1H29A-aP*Pg_XE(~&H zg?tKp=U?P`)uVGGd7`p?+SHro+6PY?vaH*DU266^^EJk-*L1bf!LpBZx9*M(+9po| ziBVBQgAD^h#9NViDcX;deV(g%^E1~doYJHq)>4}6*Qq{2`x{6-D{fYkuBD;9de2sB z5wF7b6mat*fkcIc@N>mksZSa~+>1BnfrMOpLDqgyT&y|D&MVo`toEO{(|y@wxsoK+QCW!9I)4~DLMdt%c^ zTJNHDfjB&RzF7bWK<8C)vKsaDns)!w033}zJUmdv1VLQA$0)LN%x(PYSxmY2(A2Vc zLg&_f=#~cYp0`T+O(K)ZLcAIIK6CCVdmh5l=KZKG2Ct2CX6_4-W1<0~sPToxzUJ=LXdSu}7z3Z~-A|jP1o7RYdIl91Y9muyP{J`0>U=69 z&Ez0x5LLH2Z{wCpxroanm!bH!jC>$*5r zsxo}(70fQO)zU@SIRP@V=JjG3)WHRLeS~Zt#M0MNI)MPP3G4%(#rMREIlq;U9Nj7EzJ?P}v4m4UiAc!n!B_fl@qhRB30ksjrsrBM= z-*<-Jm`DLHdS!2ww=@$PzIp1QoTd$f7hob8q~Cj?j9F4B3brHE;EXko&5qgDpdu3l zR37nRBl^aJE5+o)Th_veghiJv=BFj-_Mi=LpZZZoF3^GY)avbV3^##pQtyE98X^Di z_#(VPS~z9JbP;5?`8}U43RJJ0zBMVPkBOVOWXT6(*ARMuAtp|qzVapG&PF?GJlhXl zTDPTIEr%+=qz}r}`rVc&V}{O9cja5o*_vtYRfvi{PwbsR0QWt}e7z2lUOnf3%+ib| zIb~+YIk1Xo(Wq>e^M<(%;tE_cG9dDO+sVXVS9F6`QPZ1tdX`&B?MVnd4^2f*`9iz( zjlE)EL$h>2GR%0+XGt|A851mC=!PZYnLdo13fXlu(>qmVgiF8&Gn+@woyi+(IulVTzD zF1kk^5Dw}J&+yQWfKrrHDSEUpqqsL3VU(!V<9S>xX3x8x{SqJyeSI?Y%XZ}PuqDNv z&|)2|C%FPZN+_c&eoUAh&-LncP>ALo`)hQc3aPfkrKg)Gp9!}T3j%ngG}9R1o1hbK zBKgT;pnPaAcUZE~k%{28uVO*RgtJsY2XqN$-14~FnWesfq|GDJz@C(A2VypISKrWBmcP##s2!!TlnH^qD&%M|2gvT9QkCKF-)xVX63&{hqBckyBvn~| zQxOZwn6-&dR0#MCifq`?s%rovT~1^CcK6BQO;tk}DI&QNgr4p|%gUq2Sd!Bo zvV|vB*s`oZqgJ&oNv~;r_r)DO_?r~~nh~HngYR8epm02y#7dxa74mEYq0+`6;3iF% zxUfa9J~Cm`g4Dw?<4Z}03h?{&_h4{DH?8v z7;H@4i=#(4b(Eu|z--g9@W#ST+ZviT>FR~hlXQ+*Sg1Y@uaNmzZd;^r&W;-*sqQYs zgs745=*Acr>uW-acB}UFlOv~0sd3cPJHd)K{6cnI50i!-0Aa;fwZE7eV}Bpa`{)~X zG8w3`OW5_&?Vw^xm8kU2lK2F+b*=0Yxk#sN$gY2Bx|z0lrOd$|v#kapMu2^Dmw9yR z1k(pl7ODQ4Ultzy0gP{r;=pZ{(6HyUeExoVLC-6;Ndv%PMA(e?_>txH-orM+y8VMxcmGP`TR(70ZjB;fiHWqXAc$Nt$EXnKbQL9F0|RCC%r6Q$)8t?|}Pd*+SC zEAHID+)kY^Za&+(yqiv9hS=bF3RxcAN(cR{q)UB=Ujy+mUL|JLGxpRRHB?8Gi8RSmbY74YbcekEy3{(IoaG z^TF~Nqdmq^7gX87`U|3cP5>A^O?WQ^@4vLg*;DPej4u56sh9Mk7_|3((n7$`$-3L}B z%1o&1Faa=eVi{rZ3|bs!8ilmYBDmQm_Y|3vWA=NO!JGmAS+;3NE>}<@nV|eefY>Lf zncBY2HL>7Gox4&~scL?-?JiL<53pk8)zIUqP*|R*2T8kv8S4?&!(q+N$qg0AP)bPV zh5D#KpuKEU&!pd9z4o{1882ze4wHScD#()riVVd@3mK};`$xU;cim|2kEH&{ss|J* zd_4ijdT@ zd$49@W=DkCUZ;e3KROHbsguTiMeeM7MTr5NGrqEEd1|+WT1eTF*?nc+W58Ezof&D401n>1X*0_J(6GdY7(nJfD47bjf7s)QFU#qps&cb| zuHV*-u>3#eOc~Tss>vsHpW1IvfZ|~ypA)^FpAu!MDi~-Vg;tP4IjE(#B^O%zI(n_~ zs34t_ALjK2Wa&00ArnhjiA|F8Y!rRGQ>t7kMPE$2ckC!9gs|6m%G@OF0~S0UdD?U*ikePtY z=iQh;oiF#WdJ;-@cI;A~>mlA>`kASdQ^CX5rfpN}1*^pH6AnGIE(=213LIhC1jdAq zJ!-@gLoyp~gEC}2xY%Q~gmf>aY2S9dLu)IWGg0P}fiHQT<|t(Q|Cm7k;0+LTXZp0ohB{e)W-=A7+5$|gHfmzDIzPrehN zk@t$b1v%(a&6d+ZH^&c5BpkU5=N&xfUfC|YW=cPo7(%*|a3+Z+X;Q4E=GAFT!geL@3^7`3a#hoj6(P+>@eDx<~j81BbjOSnvFgUUe{ z>XAvt-QtXQ$C}l(MhV$-edbM!vM*f{>B_tTow~8(vSiGd-8N@$2eL7vKwaoyZ+>EM zFa(%~6*#c)X4x(UE5gm%Qo9{GqW~fNR4_28-R@A+gaD$y*oqg{Ps-M04z#2IJ4<}I z{EgAXlZKrrc$PF$Q8IPSlI0g)1n(v&o89c(C9xB^ZqiV3MqMOTUZ*zh;~jBD#T8Q1u*RUrbEFoBch zfyru@87dN`cBGq@r{IN@C}x$ddFl|)_Tt6}GNqjnj-tzK6yJ}7kjY#2%W|C{C}(v+ zfP}*9Y#+%3MCXwRAdL9T4R~WJDWEenm}cALiRICkKCEfB?R$D^|>lH?x zWUx|>D@Dkco zgI#tL;f9L-lPuYYVvF@MBwa>vVP+OWdz`n!C+N|w2HdADnsNi#0 z!F2?$iEQ#}&vl6^Hpt*p?PIdbw}$G5lfqoE{(*So9I;d}QG1SWYs?dUUEd!c^p!eq zfOaY$gw+9b)lz1HiE@)JFw4cVXIvm;-NZs*!9VHFP&J)V2Cp>w8_(-`Ep;t{y_-YCl7)6i{v3N2pUHZtexVLl|ih; zV;wYwXS6u)*-ndaFR}d4*~mJQb91-*($6EHau_4sFtPb@3f2)Yx+-9njcNOaq&rAp zG^FDtI-OtAeNt0XgVYKGw)VcE0`zgEzffsuG!%wA!Qm14O*IiZ=Nq9h6N8?xo_*ALCjDF;#CaNY3i{Js5FhjQurV>eumEzv}_lindK5?(UOtt}@3v{_BYG=Vr$W_q+*uPU@&wMUWLhTQrajs5+wxeOtCU+99d zNpTN(3dtR8X8&s6k~&J_F9R4u-``vX9j$#1={a#LDQegptFRsN%n#81?p`XI%;bYI z*8;vrl@CQTOMT!;`8z#lw78pdvlqPZUWf2_O@o!=Diikw)8;K4On9>@zK1GBu_eJN z6E(N~rQy>*KM6Un?W}~ibP9(4TBiihrdARX4sf+PxYEasZwOECr~L?jRN8_UUx--q zec*(y#)la^taU-k_5O~-?d^!@V}*)2c`gU(2ZlC9EHf3pUpM|nX3_u<>Kk1sPILqC zNn3qJg3ATgHjs4VUnbNZT8Kx9>Z}m+kAa$r$q}q6{LKx$Fx;w5ki3k5zScj8h7YuK zl^7hix%r_|gVFI+emQX>BADI@7Si~Q=9(fPfx=fFVahWo9^^WAlx+G-gV1)-lVVsvl#=A{{Ndp@ zy-^?V@PIn6r=O9t><#ay_UF61{-pS5sVWhg$a;mvgB~2mIL1O0M)0f-mSnVc1cnWj z7qiWo4r)WnQsMA{YI2u^Q&SHr>ixWx9+Ovvu`l>Ck7eHc9YW$72ok%9S340D^v%EJ zS;hGLcdpgnxPbdT!n(fCJ>97YXy!Zd`fYvB4jc@d`#E+LymRmkHTt2D0ZIkGWqDhrJ?!gLpp2q(Pw z64n}6>}m@hP3N?}1?-{6U1Og5d-d}irzZH{e|zg=Y}&Ka6J4YhmnSGQFB)<`QA@bn z#q^FORkTR&1!MR)9}j_J;V|2Z(OyR(`-gOgWwEOvBMs5j0m%=_F0m)SbQ>SB%Kj&) zLh-7p(713bbV$X>EBG@CU;q_kmJ0B2_62;g$7VT$E!z+Py+pnmLuNG4f1u{ZRE~Ve zVllK{+S92hi?)5m%_|^Tv;i;49+SqngI_(MmOaM)Oa|Bq;n&D{nI5)%@2K}Dv3ke{ zJHqpD?S;?(IlW7C(>*Nkc~I%%Bv?~j(qsC-{GSIGI@5|Bw=!HUi3Y-9NDV;;nIP4L zE~C)XKy&|BoS1j(><&v>>&_V+s(21UXW(#}`H^Pj)a@V~Y}=aBaPY8m@h3-3FA#W6 zSf3OO*0#|L&{`vPbEv2gLD#mdw)l_Lm$v&JX!JBU^|5zECriEBzx9z{*g;T2x1Joou~i+UgDwGbzJne0o$x7aG7ryJ(qVBJ+-kF(9h090H4a5^F5=w+`$ z8;{~v!MEgx=E!D*%F1K-+UAa>Q8Vc8p<4STK;05k_?9cHm8RmXTBNhP4Xg#|hsn^K z-E1tm)fAVKiVOmVKslMzg}U7uUsWZh7n5FE=in?6^Zq|`&Zsy^Yc zHbRgU^C;tDt13P_Z|Gvs&hiqwSJXbkRt+^aQN!$_?w3QG@tHI1tlMD~_lUn~5(0 zI@tgAk@VKpw9Ae-;LQcwPf2J%(;p76cK6@2yNX}=hgZ(V9j{QFk*jG~MvVRru-+$2 zK(CLWEQ@&dg`meYJ9+@XTJwCrfG=HB7)M6UXhilZBnNI&e$uga|+-}Q1ME3 z^5Y_=&MXxYGxIAG7B8z!bVu5{5{Fel&d_d6S<#XB<>);Dl@Df z6<~ty9k(Xl?@wU?g~g?+W&-*|Lo$}3#BA3la+rMLjX(UaF3#-iO%6ucjkncL_!KIOz zS={Z$vBL2=`|Sg0iMsml6%N0$cfJ`D+7;Z%IYqX6%UJ38(8t&}C#P^onZd8|RbOTH zPg+jL4)Ym#8yvok;P)v*E%51sN@ISV%ZaUQMBA+YogAeD+-a7d4aTd;pSH zD=tSGUdQUIxqFEN1rD?A!y({i{eZPsOYWWc%^4+K!UL;*QNJ7i?xHq5>|nhY9qX9H z;CI!E*NAEU2Iubz^x0&&+RfPdt2mXW3yz-oOEa{4$Y8>CnFynS?EotY+gl3( zHH%^=y!uYBk+&c4Wo2HCQA<6jLpH405kfRbg;E$>%b+#3y+XRKN+kx(H|O~#HD5t? zn!57rOs(?$<55$vk*Gn2G7=!rjcy!lGGG8hGV z8i4$GIn6yvi9Nj1AeL+|jvLDaRmWklX6%?=i%$>{Rr0LPiIhcw+jW{jKnWSRavo97%8zq_8mppOnESo_1~o)oQn`%N}}-jIIM zCg21C>C4q*#&=+|VV|MFx6|qx7wykQGyGJv_)zaD?&~ZR40JF}kFV>5v;8!ObPfgB zeQ(*_YK{lj3j^>1=b;GF8q4f#v|hfcrH+{I#lC10Tdx)$sX16Wl>26+VPXgp`V#6n z?)2msXRm{0Zpc8V53U=4%S!=+pa1{>KmgDLjHwcjbHQtZ0|1Qw>&E}Sni^PJ)0;V1 z7&Fl`Gbzg`>oGAf{$XHZWKm{hU}j|cqsPLo$Nqk-#+75!3VYO70)d!SNs6wIBQrX5bNE5eS?payzS|xzYl0{X)@MwrJB1O@1 zc0;Am!SYC@(6XiZf>rK`V|Dp8_tmH7_VHVL_q6@?l#wX`2m=sc4*&oG1YrJ*MJ7)V zL)wU8dffurAwjDN7+??*KN48@b&=Q{`&GhcYw&Rr=WQI97z_a6t@w3<-r9L!G??2R zU0AD1fdN49&_1JXp23d|NWJtN6b=Yt@e8NA90(k2W?}7p7m!a%`qTIOS1mF=ZKi(m zkH+O!roYb*1QdYNFT>eTzY{7)&Y|N76b{NBAO=S4qp$*i%auR;xeuq{(h2}&RRskN zwY8BA8BWxT19DH%U!JF27L>TE6dr&peklG@bpcouh?5%B z@qGsatGW4k8Q{*enCETyb{(shC(+68_)zoHB7iTKB?v@(Fs7HMrt!*SL^#`s%Gkf804Nt1;$%Y_B^1^CtDua16*)pQWC`oXW*4qI2-4yJ4^ znirG9!Q<2U7a2~Uf|=|2)D;nV-Svx> zp5^LJiJ#>X0--@P`v)_nNWsbx%prv)s>46P#^Y3z{bo&8R;}6!slZ++dSqN)EMrFr z8>rnEe|-!ZUGccBI1-!IQmhS5VrofIX)zwQ>m^;yYSwihS4f6nmq10vv%hISoMa_O z77jE226zzyx#UMjEiQKgNJ4m1Qkf4CyJQ2%N2@63Fme2_)!8`z>M zauQtVD3|Ez#W|dJ_(%!L1YJEQWO;a;`BcUeHFp05_6!R<*%jTdz zg#N`MIoIqU?KNQ>{AdHDzd$Ps*vH9Pv@yE#4B0e`X!elxJ7hybTF@m{ArEqO@Xn$j zMw$u}y2QPN%;#xq_bx=yE~XV~DBa_*zQYsMAbz6WJCjy4W%uhDp=6s$-=)Hcl_Bz_ zp9br=-VWEWgw`HO-vnh^y=-=6S@5Tp-BmD|&9Ez}z^Owi>Wybp*3(9ytVjnFs=)@{ zu-6{$x`yHV?~e)CWMx$aLwQ7If0fIoLXQJhuYg}ms)syS^>gb?y;`H$aI0kFXfVoJ zFk^MY1CG0wJiV)F!rbJ9_Zlo98{6*ligg9xH zVN<1{)PaP@hX&~OUcIS34LevZ8^>q#W;F-OwJJ2!m%2R3$OygBojm$hP!xCZ_2_z6 zfZ)PDx`v3QG7X#bx#QHl4MW^?kr}FNWme7uUzn@SWIskd%*SGfR`7Oa;g80dX2lS* zkGlc}KTDXrNM@r;F;9Bog`%m_s~MlRK4W>RV0I^&_XeSNh6Ynh{XwsMD2B`EphdWM zFnrpq+dwH;)CYtok1Nv3}K>DUd#a+nKm~=*&U`>Stl4 zEZtG)_S~NeyPM(po!o{Hp*uHz0pI5)`*ccA`e^XG@9z@DL8ov0cI%P3nnOzZ2ejjaxsk`6Fvw(yYa zA!EvrDpWMi!<+tfW$rxHevmwXm^Ec-`= zo=YLI=0-Y;UZjrt;R@UHH&A98w%^dJ?<-X@tA6lW#WWp5l(Ko?x|7B>(w{F3qorE^ zWbLo$jnbeT9L}OED{R}F9?hmQ%eX6JG>J-u8*%0qp2J`!Z3>~Ny|1C^l~;ukx))ul zJ8yN>?>7|N0!H!H5BvYF?Xg9)tV&5&TU4A~G>xAguB2{*XWYjx+vD4*dqb@8+EQemwK> z^!|n>|AZm}?fdcnzW>7%f%F3k0DPOt5#(ja%M%RvPQAol3JUn${nk(VqJ32|2mH?W z0+WAFc8B}iz!K>Ov~||8n&4YwZ1w`~A*B68ir*=KnI>`Qn09 z(V-mj?dD$y68bav5#;?Oj>ZA>e~)f^_5Z{w#g~OsB0AI|FdOd@!!t!E%GF^_wE z@0Oz@m>>_L$8p}l%b%6UV8ULGNT$ZVG}Kc(XhL5D!w2r-vXA@>#omUbL2N~{L&K_sX>6W(Be!ygAquC;T;gAgWF*H4wY!hv%WI;te)fAs9 zIT|0+k_g8ZV}>}5YqSMHY$X4{rhwVx&jv>l3Ipy};x7Dl;L>d0`ea47YYrSvP_ySh zoMSNm$ubdCm_oqHA|~=g(i1X_(%duP`fNIQ%#Ox+|S0aC}JWx}=I$$r9>ZZwLPHq2O*jo1;JV{tvIKxIR-!5~>7G9Bw-5;x&q32M1=G1YGpJoLPZ{R=P zLebj9YztEUB28UL+~Lwq6&$cO@-Fo6$bdhm*8b-GW@(9MPG>%D5#3fCPkCvJd;}Xx zK=%vd=_OOcz0<1du`?t-qd%uH%MN=WsI9CLc0`gB&#?HBm;UMG4`@ARqA2r28R!lv z^+V*Q^NJV$?p)M@2Efq&5#M@Xaw@y3FQ$B^NUtoZU3q30G#Bkzd3Ag~V$u zHdZRNFucws(w-&Sc30aj{cae<$Egu`k8GRVD$0P&IJ74lVOl zqo(*T#zN-+1mwdVjy8~ZB@m+uiVh83(n^s~A-AK!=`_k+8l`)~Mw>!f>A)fa*vuC@ z9hnfsrc%_Rq{k)RMOZ$HawoQcIyhiAwGf0oV@(mx*S`!+Xt{~h#Qhwa3$6-I*Zn@e z_;4WV0MX6K434epzlQ2Iv;6eHBtxcaGX3Bapww|X>ryLMvF(0+2T*PEh@zy3DeZf{ z_*`M8XUB0XxIUNDElyXjt;29~u_X#Bb<#Vla>TF`|1NT0w@=W-n=W}*au>tkJ-nSZ z?HkPH71Px}$v*ciA`(k|WTHImW-!mhQG3EgZ6@YqkmD4;ItQAyrTSaU(YoSz_#{jk zwVo!&5l*jxwiHPGhccn^jrerwWZq>7C3e>^JW?BFeg+Y-3!b*-(l|K$5hc^{lD*#Z z8tre`Z)x(_K2{!Np*d^v^!))k5wyl6Fe!mYK~m=D1S0~33uD#woq4R76x2u?(pfxK zH9ITy^FND}GW)GT0>V$PmAeBY-^gVHMTNvKG=nWge%JM9{*XMV4~S)s1cPD-BW7kE zoZymi-3l<}qJrXInU>vh-t;v0)Ejv$G5l8biV0cKjI!|Vskadhi)#*Fv%zg9UkCct zrZw?@H)!QWFHf#f^S@(&e6Yg(U70(X24IrRTGpF1jM*1?uNxCeM`;Str~j_tMDH0W zL7M+5`OB6p$;M0;ZR|w>r55uxT3eUgKH7jO(%$(rj9>&s-t?y@=-Qn za`~3pUK3$_)kK!n*kXR@SyL$cUlkMzgdfQGFXeb_j7B<=_GKl zpBiYb0P9u#g)AYEIFsvs=BUAMwcv))`itp*x$5#?2W5xgD8Ksa9DO+>67BNvN%o%? z73L0+s{jC#so}8gOJ$aD%v0jE@@_IbC*PSNE?btrQ9dfI^^Ae-X3&3Pl8#k}bM#(K zQ~LoRz;MHB#r6rDVQC@Bpd#f2a;rlpLd@U*MAgTco1v*flJ+LpF;vr&`ZY?3H74t zb~s^5J8N966$nU;!y_*+CE&wP^GmWS^dVsn@(_nIPEua#ok-Wwt z{V_~zIf<^ee}*9yabv@dL=NXyt=3LGFKJ+LT+;pIf&ipvRUZBCwa$;Tu1DwrJZlS* z(8v;3h-FyJ6%=*flfo7nu^PIuTZj3Vmo@0zSV=ObY+ zECH0S#3@0zPhP$2Vp+4IHhI^X(3Hm(N+icJdgjXOuN_gNQGZ5Q)PVETMp(ZS7q=wh zOKaz!8qGMpLKek%pUJGzcE(NIc1gW#d|{U$VV7E^nv&dGxsIXoO|Iu#^B=Q_K=8xh zI-R6z5f+)(od0EHmZR&P6C;-^jbb-_H91hgV{S6K6<0{|WO4T-+0j}GtA4NoWV_2D zs<}DGQvz0?^JW-}9x~#C>=ZjmHco3L^_y>}yH=|k{7i-}7fvQu|AV#l!wqb@bq89N z;$JW>k{e(Tah>_+_|RFdOJk1DTyk_Q4?P;yG| zR_Y6^uOO>nlhD5`{UGO1s_ErHs6j6)1e>Hj&{2f=Cl?WBcH0g%7;{PvF{8=yG;69z z$qs(@M&I7rshjA9AKA@wF!^*u%rgBQ06Zu)GCFB8RFtKlCT_5DiChkt~SeFX965! zxiR^1(4mrITIYQZP6#Q9NJso|UmjuMoBiF}=Gi6FWueQH7q@E`bC=c&5NE;cb@0yM z3{NoE73IOJ2dHyttQ~8`C$EUF1l$#`@w7Wtf!FSWpQ5ORPs;`Z7YMuuh?J5w6s%7) zY&hXpPi%h}KNw5poqeUxK0fS$cA+Z0+C(zHxN&?C%sfIRvVa;pkFGYsv*>8^T|`D% zgcjhqwN3gbc&iRY)GV9R!8>5i%pq%r{ZbY0^weiOheS{GNJgNhTPP?IsT!7L~&s#Oo$W%LY65M z57CCRi#wQOf0rWuI$61RU@P24`MnTa0} z7es-6T)zU-gOPc(;C3iv$frE6d&igP;@T2QnE=}}nbNN0=biTkJTDhzrk{yOUqcJo z@T?OX`BE^{QM%6cavdZ?nN<9x{Nh!cJ)yHMczt29ZYX1{Id1u84=b96c}9%%Ryyw` za1D_W4K9CsBNjETcdUVxb57?Xaj9YIX;KHJ^zOXQ{-MNx23I*t5k-I1E)=Dis7?+q7) z6{LRxeRY}2l}be|az1wqbWP2NuQ~yeE}lNdHz|b`b2pT_2Z*S2qP}?#O4^5DZGxygo&8^$6pb;yq7OM-=u_@ved)72Hi^8k0p0rNYv0zw=V++ zUZQOr^ZFkT^Y}oP?*@#GnlFq8S*l)Y<(U{>(bdy%a2NhSu=t3xGRgD2m!)4U5FHvJ z)XopuBxF8-PAScV%30y0RGJS4lw*`0^I&W+PSGmoS@X!!MOCQk3bPSa20?Jc`Mun- z{2r)HS7vL8;f(YTvGVz^(blj#4#kz(1|3KxrtsP9m1(|hsT7XVKk?&L-r322*gxdE z1MPVyaDLjfRYnP6*0CAYwgpoB@puhtohJ!_Q+sDZq3h4aCFo8861PgYc-~B?m`Up0 zQUa6_W4@`6Mvpgn3v#I7QRUFjNxbtx23F(e2MYFkXmWeTO=qO{d^0W{Xm)3R&4;J< zIW_{u)x20?hY4jlNAvDxV;s3jh9`T5CQ~yimudnsNPrQU(yLw`jTGhL+rix`eY=wA ztdDk~X}l7vP<-!OZFM8EN+CXpOOl;kDU$J| zrvq~@JOR5}d&}o(^a$W9%b7Mkf;d)r(9mA2&34xwnum9peN{-ohLpJ_2OX<}2^3>@ zl2G@x+j*9v!EL(%eFs%f_T-k>sh#((OkNGP{*1b#S9G71|0+r%Gp0U##u6)GRU5J9 zKd8Cg8l-f3_;sFn`sW8$J~dopX($l)N|J4UufaN!k=a`pO^NCjC&hd3gWAc)phyQb zTvkC#xaFu^$al3`j6fT<8xgwOV;`+dv|6^kFy{hT(srxC+D=vMBYNgO0ZSOKtfgrMeNn^M25fm4zh8mO5Ut+o$Uv+() zN|)yLF6(27?w)Oz@Oz_BK%{1=* zprz53ksEA=rfx91`bUMMp&xA{4a6?J-^?1EphFiCDf>=vrM-7PhaIi-ykj-I@Kb-$ zL=05ip_mzdHAbNhgaf{VC#7N{y0Q&a#C2U%I#+fF*qvnhE@H+pJc77_3?9EO*ow|T zy8st=v1>td`8A#^1H{(Wvyu&h|Jpl31Gk%#R?TdnxxME#ml1!rgbcbhjEt>nFulP# z#US$Is3C!r)BIoFr-qli@@7x`!-< z0dSanb;Sh_Cpiys)}MNlCaToraBXu{MV@A`-HI!|t)?Xhn7ftpW<82DGlQ0EA>E85 ztDTe_J&(7|IB5mo6k76o-r=zh?$u7W*L(ChqaV#s@b4Hk!%5M?HYjR}^6IH_n#H}9 zfI3rf`W7#zMbdd!kA3rO3yFZ=b0K-mcp_h=Z=Gm9Iwv6FndCBLpa9E~Y|<h8H={O7&wwzTPP`V^wDN2-?;qh^iZ7u}-t<2X0ZH^E6oHPqB#oSu^)7|@cg?%tkHjfY)PqndR_hDZ&=ojSZeEQM zP%m)N^Iy=tR&sZvN!9dk?68*Fe>?H@O7P+9UI3dc=B1uuI~bZXk-ypo8EEBAlRx1@ z{#f$SgAp|EME2rAO*x)GP-ww%rG?i%ookj9A@45JnbF+9vn8F3;pl&SsF}~Vz znC@^Rs%;VXdtx|FKSUY zp}CpkVkE6vWo6U~wzG(Cb`YRMv1tZ?l#%Gv_dQj#`*BTTeW*Fqw)o>NobQV0+;&zM ziI4*DtUz(3dpgWAxpeIG8D&#SC(<@3-Y!C}>u4)u_-B{U6aq9=8^B(|BK(fE5+DkDo!#wd71| zOwipR|DCRaZ}=u2uAlYWX+wlKQ9`Bhad;F#mfo)@t{noS`E39-K_6Ioxh$=(UwgOCO~?|8G&E*s;B=(3$$0Pc@uzX03$8C zk=%Y58&K*eZ#w zZHDADHzaZ`d4c<;1_|PCU=rc_-LJ{H3ytSJWCO+-6?_c;t zF3%y+wI{odj{GnNq%+Q!4=a~hFX41h>Yk_HlSU@hGInRz4?H)ywl!r1R+UdIA%SQ0$a$;IYzq~+}HEM=EIpbI!bLJZ*l!1!Pz`szVj&L*#k?yC!I8EXjxJLnl;+Er7#(5F>0+zr%0 zWkf+MUYrs`Lk}4v+%9|3e0zw?iQXwH+MTrecbwj~bF9*-(hjRDIDj)GsP8*fJBu-56BC8NXA8kg;`?=lziW{>G@w$RoyWGfN` zkElxzg4L;y%;BzM<=x%L?sdWp<27 zmtje`O`uWWUBhsFdMAFiMZW-=a!64h*VT==4RS)$N|?a~*VKg@o(9HlRY`(WZg~Co zf&Hc;K^QdX*ghq2Q{t|pu%7N>63_?FzZ&*0tBFklEld`i;7_R0FCXVp0$Cp|%aWR; z5HhFwLZ}7+9>79h>=>=wFTxv0KI;&>f{z2uHgz#Y9mZQi(1eS1^3W04W!7^gqgG&V zMb35iAb?)Q!(gq}S)$lG;qc4YXl-^0XWCn-JlDu0YNgf^-gYy&vDo9#V5v=FI|1-xPzjBU%7HcWW{A zE0)ty(L*bKi)Ox*n0hM%V|K-~328ux{4KJtLK>6XLH59c2A|g^0cf+%gYlRmFe!@& zeh|#?6+fiuUp5W#d>^aR;{=D+VZGXcIjE79r2#DBBF?!{-Q_kFJVHgd-b`%mlKBee zp!LoO#3jBDbK+q{m#J*CjrUMOEs$*elNF7AWn}dZ z3jD3Ny!0I)Kn|KiVV9lpk&-V1Wc47G`=E_{F`6ah<8 z^?CAU#R@MzJl&#Z3wlDjTHj!#Q3>ULv2$8;Pw3cS?C>a1{z4-kBW=H?FmSn1-J(XI8cM|2N->Twq zo&V~F&v`?w3w&82WFciPsPy-xIeSdCg}69HiONE`{*&tqFgaWYkLYIeS@HwsnKB}6 zeA_Pdjt>Qpo{Av!WD%WO!u7gDFjm=TO8)Yuj5Vp?Wg^s(WsGTKirg4F&8}glhI4!& zLX#wUcfGGr0Q%RhXZP+P?BvY$x=pn)M^ZO#Vd_svKehsv!9Qc`GdI#n#Sqt>imWUHJnjj2tsNn^a|X&V9R=Py2>V!%Psjo zb8c&ZT*x<*Bi&lsBSkY+5Wo-X5-+m7=qsKK5pB0}zvU!;S~H6 zSf!Q^pkJU((#(k0)yx8vsst68vmIU4pf-s%U7uy7`sQqn6ibl}3I{=;SiZeiquxxX zz%zvAS{K3{pD108nf!7$v*(8b3sEK+o-e{oY|zs<-lB8W(N2oLmPXfeq$ZNmCPBzR z0H*U`N;0QfjEPXSs1q(|-uE7)Aw2{s6mz3vF-db}^c*$A&m<(Ec9FUyP?-fYE$~k? zk-xUn*hnl{$OP2RQF-V{V0>H?b#GJ!TiTq<&y#mb7DlfhHXcN|I#adRVYt_jY^JqL8){fv3S#bbT8B2h>1viS^Nj`UJBa(++)PV+3BS8aMQee+if zz7)W>vJEhY6Ut%Fp_hNGh<#PWi58K($D|DQ?$y76HGfqCPaHZ`%vCd_usYB^Va~zN z;7G!ColV-*M5t}U^7lP5mbIAWxup!L1lu@bQbcgMgYk`wRKXx;;u4YZS4blS`}s)E zcPrFA445pc6s$P~I2SjRbKCx9#;@Jxh96|y+q)&fw2w{QF{;Y<@$;O?VSD#vF3QIl z)5e;Vl1>?#M8*5bbiU*R8{|N^=w7j2>$b6~c`oqmXl3C^nMYko=6hWv5R?t%N0@h2 zKab&wQ{|odVUy>VUPCFW6U5*_6xWyk_eVdz(iXkcfysVXVPzc!O74%zXrgJ_>NJK4 zQP+%2FMgAGxrTR1J))~;1#xGEJ~ zaQt9@*+Alftbvrn?IP5{D1%GygG$hMw!Y$HmPr?Z4I>?a(?Lc>zy5F!gJG@sSuMb% zrQ#M<$;oUHg0AN+=ez}Tcsd*gRx5CZa&ww*WUMfH;Y^VDURIK;;7k;LkvaZ-i`XhS zsFPOq5r>uBBF^{Zu2i-7$;oYHIVu&A8zMx&y9Qz)xJ~d5s|Pl)2N+SRS(be{8XuLy zf9g=UN$Ery#2s5QBNOiaIZ=sz*fn5O;GL6>2wJ;vn^*qr7Fae!DKyKuK56Uo)Q|M` zs2jX78eRHtLZoX2=~2wnK3J$cT1}K;dL~LC!Y%A3P1USzW6%3&5!h2-7>-+7QdaX^ ze*+QKCMTzWy{BXMg!JsYuahV>ch_Q~Wl>!66wD{E91awNN}E{Ku&6R3eHV%zV!-zQ z5LY5WVei2o!OHc`2U$3=?q~4M#Be6@@L5{!qGxM-f7}dRz#PLW!y78DEY*uy%a!+F zZz&bQM$$67;u`1?8#5!$eVF+TuGX$Dnb%?$aM^-!S@1U}FO(3562_LAL>v+Gdv--s z&Dd*_*Q2UVplNEGLGsC9_|^(w!B^6;Hu(zwc1?cmx;Z7aN^rB*z^CwSlMw)CzyLdS z!gk`zpGTA!p!HNE=uS;%gu8PcqtJm^uH(k2E#v>IZhC%2Wu8R@54u7Z&g{*H#luFT zy13w#>IIBR6p2OE7vJ3Eub1sJW^JUpT;h6CKtEe-k{Wy00y8{46 zRiC)GuZX9aCEz-dC#v%{lix9p-WF1UV=Y#sm`7N*Sg*YsJ~f6YCTk``-e24sDz>ee zb|!GE8c3f|+W`u6BLoLGCV7Ml)JQf>z<0oF@tZpDJ* zCH{9u$<`pn?B*RsGa%n+ivio2ntB(Rk3q^<*@_zQJMZ!Npxcr*w+%Q4%c&GNl>{&K z1|zzzaU^2}OITeo7RBcV@K2%VV=gIPNbYSq!dG0f>Uc-d2*DF_ZCSP|q{i2n%{((C z&pV3a4SB~2qy+to<|91GfkN7Tw!KtRB#J5^7W|$I@^DiOiQI}eqb&J)igR}Y$#f(1 zZ^$JRQ6LycZ+bZjRc!RVDfH79?~q+|gf70~rCDj0c2Qm*NdE2?kNCAz15Z%fJlrlT z7cv7J*~HD9J1kNa&eo^!*DR!(IYu&94IpvEmOB=llM>xX$9MSOpLRumW<;+-omdK- zuSnk)7h+3!v?D$WH4=+VuW)@FQ5fpq>9tE+%bPNh#q{yEmb8?had?;KUE9NAD`J_j z$TgO3<*55%X=(YbfnyNDPw=fpgET8tZYlwb%!5<-<4G$pTv)xwbC0%RYGqcr^9*>z@K z5Gg8a_bDI0Sb|388X5QF3|;C|mc$@J|1dzyiA!z=ND3`%e7cv_3V>@B%n$}a7)@=7 z!@)}z$!ZBbf#bJxpZAGpfnNhR&nsO)PLxX`A{@=rWCE0m2?WH4}*IKRXJmi7-F zTXd!OHEgrR1p8Oa!k{&1?vUVg5ZpbzIMfV3I8BV(zHo=~5UAkh5cdkOC|VLLHpNH>cSWBc1G6c)FB)9I%6 zh`?qGj6JLU{S9hG)fvFPbi%i9@GJQ1-qTIXJSIjK=8}>+0!>y-P}maL%T^PX1iCfJ zbe_Il-J9|6S>F&#m1C)*zRmYS01vnf8a~0kdYaoeF7faPV;N`as?)(>&F7qRl=iZ( zg9>56tnC_5(uSPyD(g#Pt^|*%;Eg{Ym@p$_;{j0^X8U0g7}Oun0d6?lCLtjk;Bl7b zj*v{>$7=nmU0$-ja|K<$_;B!MVou z3Nv~F^vV)pGX|A|svpK+^&IPtH^vXz{VviQuIfl-k+v=C3@QUhB@V@oNbV{ZaRu#D7W_!+Puu3 z1Q!X#LDkNeRAxvU6mY@wgBU>v0Zwo5sS6HBoiPdV`ZUQxs<%4?l9Ps0B1RDGTu>6W{S-hwvqzJRcPV1> z=@>_}=L2E$bPl?Nc8d3&PhE(O4%`@T!9tMLae4q84vATIx??P|@l3^lI1v%{yLkRgi)Ne`HqFHKMZYus^?w&aBvK3U;2 zi6IIwZ!k|KkXF=lpV|&~o{c{cH_u^8)B>NV<*Ob=O1OiE$P^Z4@mlhJL!zay&CauQ z&WgCs3eAYZRt+HExhf~{$KD}c`(>G(#Zby7LYdsk^ymJPe=`Ukev8h)nwk!?lTv%` zs01)%f+_c^0nC{%`^uA zSYafyHHFZ&L(U8^6v%=T-7Rt-S?bsP)qJuAS+7W6ePG0|B9@dg8H@ao6*X5#ov~(q z{|*1^@i1lm6!R2#Gc841%?~M*gl)1JiNhRwKyTps&T~CIl$JXf8zv&T`LRQG=_0TylwGzww>20Tt=$JoHVL@ztzX2iih2`>d$)dIi!_2;gn4VkLYD~ zchMy&@IW*;dqoLY-;4p;o`n4PNtUakzu{ThDEE-$&5It^Z*iwzEI7Z4xxdZjN!XRa zCs3=r;UvHsH~r`8r zs4=dd0Dw=R_5-Y$rYgfHIC0ok&cL$Uii=s5V7Nn;HkM^uOq|$vB>X{AoTW+s^-1x# zY|x}M(?_X*gQQ#-;1r@Vb=sLz-RB{&DtOKkh~$ltm@*=s@6@Rg%gQLBfio_JlvIaH zl_=XmsXFIk+CK{8CvFeSGnDh#=QwQ6IQO~h<$44gtHYbA9x#ba`ThY&{tpax~ zQCh~W_u-6#NZMuhppibP7w4ygvB7dy)TD)+tTtF|zI2`HLT8ia6u7x|FS9|{wDr`D zG~*K#7uxh0LRq@CzCQ<>t8X$%i>MLDsEp;7b5F=Hqujz;S`Z^)nI&`XHt0Y$W^>{w zBkDDW917f@`G67C!RqNJG*2W3DU#Ge##cQx@u1*@KDklg$ELB`pi-b@GmCWN(Gk6no7mAo_ z&VfZsVTqfQ5(tt~qtG(h2MPh3pPihCD z%I*I9-FPZ+mc&R;2VPohqlk)1cG{BKx*E-vG_XDV_zg99;;-$$D_YUr(iZq>hV#KU zfUlmK6Ol>_C&7b0DzTa;eD&sKuO~|M)62`0>gX6rBGse>Xi*UCN#&C&0G@=zQO-|( ze5s@fswiqSC}x>1wy-?T*^FlQaj%O zkWj{reyj_58jk08@Eie`?y6Y)(hjC>m8T4}>#=IWdmw&QfGWYr_rLcvF<7b~W;E z?^a{8Ii`Xc5Do@e*(}uxV~&id61fgb5RiysK)mgJKDB8ie>Ar?XvVL+97BNX0$Huu zNk9VMsydMu(6bokvccCED&~f#%S(Au$t&z2;(m~46b)5CA1e>m5Kdb+Dodb=@K)8} z(Q(=NOk?nQew#%cF8Np$IAKwgS_itB?m>Y689Lsi*BGm1 zZLv5?uredy2%n5;lPBuL3FP&){a{vK9&byLE!qp6kj23V*n>Or6Sy|-PSv{g*pKRr zdNbZy@iE9=K9InBpZ$!aKrgTsu&MX03|a!OAIL!^?}CSj`av|lzUg;&1;d^L#`#4Y zv}N;N+lEIaAprv;6dc|jb5!MCm9tRwaZT7niJac^%!WYa-urNr$J;h9T}s#*UjfVP zyV02PF*4nBZi}aX@&I-vt^8O&!fZTQt`0TWzp&;=)vDyE+N6Q2@JYCk0Wu_S~e)`Xm@-1r|wPY0NLc)CR3|JaxVFV{&uy z1thLM8G#K>ah_1y{=J)sR|zM_>N=RyFCJUEu7ox99 zm=yO#U5_>Y8|Ep`@_M%*op`#>3*zwWyWp>NUj_8X6BXRc&KrL?X`6bA#>-zFQa=na z%gR0_H{ z>qZLpLHsCh-pNbq;b5OjF~u^UBM!u%CdquEv~Fn9p=RllEl3@@W@FL5Hki?MU7EVgSyp>uLNglWukk{7ag9PS|v#^8-p`K<`N{jgM(I$OH{Tf%fGq{`2{O^5j&QGy@V?_jpNK$rlDX zzMCUfV?Fz>lRi5HpIIuYU`lx6BZm%-HU(IRq*uIaixT$c_CjBIS!q#3Ze!#>eO)=N(+ z=`+*#I`{@$zsz5Vl@Qqm=Tx8f+{*q#tj@%R*Y1JeB4&k=glqt)i?qi zG*q6&*D4r#Vf@Tt=SM9J&9-Bmy86DQA|B4AOk2vNqxR)U1JY7sLE;v&o+gB$8vr!V{6id-0GE}Q3{0I1UM(7&JO-`>{hN@~cZaC!#S*CfggGZ0PjH~OR z>jmtV_oOH&`XMWB81-ePvp=GLrI5e{aL4v=A2fANCdlWP?`DkkTjd@)Xn?M*QI{0l zYRc9m40c!Ru{(Y*5h2LLK{(ZS5P#1aN-$iplrUolsm;>1>2QN+ztlK1bmd{K;aa&~ zD>?Ay>2|NjwwESR>Ih`>f zEmq;F5BJfO(tN==Pc;l}$_G;}civj*WzSRt)ZkR=EFZ96v?_j7@pqvz7~eRwc1Inw zuMwH#Nys}hVY_40p-ZB3X>n$G><&mlCr`kS=Fmin&wiyqDiY&&M4T)LHegrW{^nRfMLGl%@3FFZxHTljSzL zsHy0mP71gAzSIC49)_@i>!X%RJ~XX6(k?a3$OrMY)C|M}r|+&~C8mB`Sr$UZ?>_A) zS+YpJB~TCiXtl<~^z+v5*xXze6Jjxj>TCu{&5u9eRl->>f}t~ z#n=*Hs9REQmW?YThc9%^XlRgVgx%K50q+`A1uJ{;S-ISC$Smk&I~JMGYC2gMnlf$J zhdM&2r*wJ%$_K$I74n*8I?(&Qo&2yu04y8=!9VgH-kT@;r29ZgIhAPPVBVS76mv`F zRcsL?rKCC(fi!vMQb61R&@*fLyqdr<8x$6QuaJ&dG-LmL z=>Q^kruV?0Nkr_>8zPgQGgF)_1jRXni=b!I3|`)=w8MFVctDDm1zr|-s@e%ooyZ&i zRPI!MXufPP)KxBGmit?maV>{rBrkUxZ+OJLzsXJyt&A!rq&ow;^v@ZFy%Q>XHPGJk zudpIu`Ik2u+1m50ychKRr>N|nJ@KZH9JSj8zAyx66TY(5;omsU_MzdQ-PVhW2rJGL zmxO}>*#~>7dvJMrUG5u~a?6Uza=^fSU18h8Eq-6Y?7!aA$2}}Td6E}^te;}cRAAO zAs|;_TiX6A2mGKl1DQM)xCQZeJuy|2VF#*Fg_AxU8ERd6&sam=t~dMdjQqj=>s?}8 zgrn8SY60yNAv$hC@++<^9WHRlDfo&hd zo%j=_^J#r+(?2sVfUoF^D^@!c;Y5Mj)nCIoV1~aptkY+2$)78D7Ud`n@D*%$fM0IHZk7^aZ%R z(ol#c1t8}AQDXj^QB8YM#-~{E=L-sh?xxml>!-&-pQp(jz|$S`DgvLo*S$04caccI zZG}VlM|}{9IU~oGC5jYOv^p$~JEW?;V33FdYLXe_nsY(U1>~p>>6?wzb!6}zOzsnV zf`5-)D|we*)}@#T zdtIO9Q`3IR2*qn@hbG3d*p>Scb5Wk66&ISnuLW_h>*=4=d(wHwG&mfl z#K;Rc3Q)O^pLhR?w7Ud-75#FOXpWFzMm0!g5?*(_;OgUKs_aS3VPx3YDhsrpYg-rJ z6@JC`vRw?5UH+(Gqxuubv3NDWo4~ezT_v|tmE}~O;ZAL?l7_*X5m*G_arlvP0S#A< zJq<|i-ayuK3Ls)m(VVYO4QCjjeyu=Fwx=B0Mt!Y4O)U^}WuLK#HQ}&Q%-o9xS@XBIKs0 zof?AK+mpDJG+wXvzGu2g=)uu$JGa{AY_GE)j134=ByXxu}b{ zlkkVR`)S)^jD2ec^iYebGoG$^+ZQH1XR3NIL#PD1Al$th{Mi&DrIirUB%Q+ki@pV_Q^5Az5oOW#mLR8W`3(etYqkdWHPUR-@$?tFjzS0ip?Xgj0agxF9yJ0(p2VRD zxGf_l?ioH@>>px)N*`GY`zp`yK}Q@gDCsYlfE#NIV`O}M?+u<6y{?SBp?w?(8OMh; zdsFfICA=jvc`@*ranl{QpA)jpH_1ZcS(HHwFxQi~h+F{21OgBEQ!FR~9j}X`)cCVvequ+%Z?JfA&3A9pVeuNjZiMwxJi&zB5at^sVTYirNMSz^q@APdkt zmeJUoO%+%md(TbU9=#t51U__FpGF_xZrJ<{dnjsfac>yO#%mj-F`9veVhl%_$@qtm zOUv6%-(|d>MgR$}S}o!z`Uf1bD|vK@{)Vv>pvNc<#&&~t05lN&D8i+v5bwvbW00e5 zcshdp=~uKGJKZ+gpIXJU=K%S7n~Kd?VO9WuEZSRF10U33u~3&2c)NVrxBfvK=pI4% z&_`TptE)ivaVct8PxAb~0!T5p&d<86*w5nfDgP2V=|9b>;mu*YS#wO};!y}XJ;3I1 z@al7>A`W!um(4>;6$klXb(A5-W$;9(>4|7?A<~S1mS_Mj0jCP2@S{YcKIZ6vZDUzmR>}K<6?c+l!uekX}Q_{A!zWL2lxQRs6hjZ6ndNDvS-|?ILkustNDV&2nzmLDRfEVF1Y@_D# zJVczQ>tStc5j}v^B+Mc)!tBJ)@vTvEeT6*o*)64bOjv&|$FXm70to8ZlvrjsDc+n1 z|4GQ5Sn!)AJg=drsHY;)uiJ5c$cB<6yz&)Nmk@r{Akx23c{m@(pALYb^L-tEn}yHh zoP0$UhajxcBxBP={gz&#P!*`N7ENThT|O*fqG_gL%WfZs5KUH?N&OzlY-rvASu9Ol zH_1r;&-*NlF1^4H3_kJMZl6S$(yKbqYt$WK=S{Fm-Q2`-C zCQrB-P%=St^#kv2iHZt8*Zs@Qsq3+PE(ASuWHnYI?C}@R{9Mveq$wH{lR#*{RD$io zmHjq23t2UW@qk=L?#D0u?|c#XWKv8 zpMNB>%GA0B5ntlmLv@i@>OXQ zA9Fe8ahhd50QPlp$3akJm7t>1mgQQg6ZzSNuVeR?c3A*)uClq1NECBHS| zhKXKg)&t{+|JSP3Wp$Kpb#rKg*!7~zF&!ShaIuKjj@C1jrRV)y+Sjxz zQu3N*bGPx`Y`1V#+@tjI>-CeVA46ZO?N(#SA-2Lyda(8cRAyq&0g&h83ySA%9%B3N z9&wMjwSs=$WvXf^fH$7KUN1wS1!E~9JO-(~V0{9e1O{W*z_$*JQGn=023B3!l4}_9 z*SlO`Erk*B)61^x@*Zx@c08W@XVgR4nlmZY1{1m`Tl{_mfZI|@z1k-|L*sPMSag3bO0UpC3Ok)undj#wBXsoFm4w_wo9%^uxG~nsJxLD!c9A zzI2pJfk}YbgbCQKms{9=b883sAmET#2{b=7-(3|-iNVfST~VT z_GD&ui(v%!Vh%}Sg5G=Cv#HzdUo>xvEsw&;Y@ROZfuta7g^B`AlC;8dkGC+^Q=HF< zmcD0jSl2eZRFuw2)y%b(_YaV}^ol>d8Mqqm&F5teEE0+3NGK@L! zf-JQSZH=L0jjVmkuOO*0`ctrx;$lOooD`ii3*Q{Ih_XEj;s_HSoBuMMpLKbi`MNa9+rD~5u+p4GFFJsmf zVQ!jitaS^UcQHSonOCkbK|?7HTvhM@ofbBT+FwciAHlRVeH31yVP#a;5F&>M4CA_l zB!4DaQ+}>?T%(be21xhilW%LY&99OnxnKJfy5Dl=%< z6dJudw*eYeP^53N*kAs@R3QPeu}(Zoyb410u60_tsr=y@x(d=XItIa;6m8@-{-9sl z(Iqlya#S55q;(`t(GRfs@<(-1C+0xYp2akF8|lOsCi4YYbBhW~*g}dXz(^0~^S6Y4 zN{kvwEJb6?;SC=syomV@N2drZ&UB4ZXE+BYt77e%J`ZVWXd{2X0O3*--77(n&m-&B zjg4!Loiy?OTm(@Wgcm(8f}E*hJVU#iv33(ZkXq{pw6MqY@!PozcfjnFhkWE(1<5Vz zR;%n@u(2{<+iL=`%sVQk%{(RL+V`q=@BPmYFCA)-7M*IXW6_jL>i_eQPv?9q5xQFg z@)f8Rkro+PY+1_dP1CoVfP9-NSrFFou(AxWEb7&_G_twNRwzU@&cGwG9iIZ6gZ?Hi zKv_VS$-(|QJ5JW%sJ}t+AZ+*}*m|ep?ZU07>&%bGawtbeq1>pbOPG=8tCV%`q`qn5 zIMqk^UW{;!&+h6H-5s_+;BP>~|CyH)=6ei8J`UREA^1`Ah~U9@{m9GVvUj)G`T02- z-lRC*Ac^3Q3Fstz&WCyV@R?6~+x1Jk`aovj^tk$ZNu#3A*G<=ruw{N0?tHEvx~p!eK0)Vk4oc z2tbA{E2KswH9-5ALjXRRK35cT>?4p&iWqDjthIlDFmpMPvSn>@ShYx(Z_3}pe~Tqy zsk3h&XPH_e;PQlqT2LL8Lqr=#DN*texINYRFP58qgYHn3!Is-DM%cZV<5?^~_)vze z6ie1M&vxl7fY?2R`p9|R=HDOsdV4I;+$7tjwF&)XcUTy>=$19v<0=i>gg(RTLQSuP zYJB?PW1Kf%vm{<+IzYb3v$PoiZj)#+2!TP8uQeUxdWHTH--s(IcK&=& zFDiY^%k9J2(KXCNrLhr`P&)4aBDjK>l=miK@rx^$RDAVT3gzZ1ta)P+bmjjg-M z@h>Z8)ZKN~nk~(k3xd|M4`qSv#7BKDS&9dMj-R?oI>l29b;g$2_+=F9CF<~}(Oh-k z#l`h89b4ZXVtUA{G1WGU^D$H-n`^n$*5<_0&mu0}s{qMO z7rud%%)++uP}#T6QMTMh^4DY;-<6V}b9*zz z?Nu2!&MjkU#Xh4p44~>@@WL9w*OsjqNS!D|!T{e7pt1~tvTK=cIbIfLM7Vt|84&so zlcWYR>= z<1Vs6V#C?7?+479+Wv)$Ce^I%&x-1f;mSa{Xk{4Pck3#wp?bgUVH?{J4dDrS`tj?a za8Ez~icjAnGR_AZl_N|8BMc=t>k5sb`3z2Jq^F?1+7P4hF3+-4R4waCqoqwOdRBBOzqmH0PHhSLQ|b|oUPL7=b8S9S`&efrXrn(>M;$O%3i|-5E%e4JY&}u4Qbcla@ApG59cnW@oV-#9{R;a*k6fZad>Avm zLW&V@tv@k)ETGMy!;ZEF_Ra?$cr@OJZ7wUkK&1APu^muQk=?XB$*Zp;@xgAYrgehqO9onK!Ji)-hPkOM}u3NPtG+mK^WsO%1F(IVn&`-;D zm%CMj+Q)PP$m7@CU$&-2$b?XAp`VJGP0b;*icx9uc$cD`Mn)T7Ey%JJkx^Z?{l8c+ z{aw{crePFsg4yAxFNF(;H9AEc_JD4&s*bkPVA!l+$HdY2> z%GCMd{;(`1N1rv04TaX(9!A2{vJGP|$v^9k=j~TpIHW#!PoJKFWmyTj3vY)vsm+ug z&9Cx}Y^NkQ!*;_ez=Q<)HY!%loTsc`OOi5JTWJrT`oOK;ukiO9BN$oaMPMQvF(j8(E0n%Zgz8m^ZB~YAzZJH9a07Y6-Xh(}vV1@^u<`2L zvofCHJkG8^|Kjuk&~i}TmlM|n%+NQl1N!HzWJK&VWvutK_<7lPwy`!reai#}iOKMM zn!|QCEs$noYQqnw5F<@H8fOjlDsuV4l%0TE0ebPoUBDJRc`|K^t3j0aMl!Li4Pm;aTvaFD-Nq*TJ93PwZKcPhPqse&9(d<>LHB$B09n zZW^o|O4ln-^Dw(m_DAVRQ72FPS3o=JM70Kd)CphH{)RjIeHmJ|1H9I9%#GqULe6hH zgf(F^wM3JX7E$_B@)ZN${N<8h*v|FaUjniREb$v$r=SK$WMv1y393A9McN}3nTRzf zPHM&WofXzH2HwrD?kQwIC1*xEn!Y*C5-QbxeUEob)esSymq%djbD75OPv!Q}E(=^3 zT5oohj6;l9;>S_>fl`~iCZ)->xpqMwqoOMuu!76n5|RPEdnCBnrL4oOkkl`|SYaDE z?3+l-cBbt7w|d^;r#KC@3%-%>l?fTwnGrM}&kJCe$!0X+4^gKKt|YyQPR68V@&-%m zC=q1%>`fT@`YTWKye>W2sarm?=(#J72Y=0Tk$Vabu)Nd%e%$y+6Rm1`N+eiB; zC76?P6o{DBmr}FK7p~V?6|w&KjOxzx-zTv%v}y#8c8{l$_wQ9^P4I`0&z>k#Tvhl? z%-y1@(Jy6oW>+?j#CMMFRY6@D`1b$CSJBQ1z?Ltn>QKTe6j3F*bsUsAVY`S3-mwOU zY5SIm0qne77>uuz#VH4k?{K#X%um3=xSJDi>;>BN+Rlz~=w5Dwk8%kcDTn#;V5l#w zT-1X?mm*X1dv8Pr?teakG2+j+RJ>2^<+aqIUwJ|(?HU%UxlO|@>6pJw504umeRzep zELOL{QPYoqxwCB+zrlt`ZHJt-Vmu#@ou9UjRGJ_r*W68Z^w@M7gIS~42^GWwcwbv1 zx~eUSq?I`Eh?G-I3$>T%GC>H9vF?y1SQb90d3R<=^EJ4V3h6-WlEEkjfE^=%vlQ@k ze7NPy{^PSzjhTF7_}CUtUgrLHxkY|(y649e>)Fr5V!KddDs~OX?`TO`0p$EiOm$%j zGZm8RGeydybn!1o&&YkgkBg54DA&H$^7kAyfj2YrsOA44632;ToSX!|jRH(Gyb zf=~abJb;SZ!@qB2#-&u?q=PrEP{@VULGX*TdG^;X_!0jtBR4oU+;Y9z$S_LzGI_7? zdI0Vl<*5ApM$KfBxhA)C4u$}ExF_np%wRD@ENy4Ndg}0Cws*-BCRLyW4`(`0pj3~A z6WyqO9}qq17=Ay#hbzH35SgO8wq8J<2QE-ass$4MYthh21 zcpQ?DW-3-MY3~ju&gI?D4hKF!Nwf&`1>cJUQ5jKjxS=@dG4=j=)7j7iAnTIv{WR_5 zrOXk&C#ZzXUuP;zx0kl#UFYhgg=U^n*cd+zAbflvwti-O1^o%*$#wUVeNs)PyZdfG z>z<7khSiCi#kUzOjA9Xu{_AF@w&U#mx@QM+iIn+V0d{HsV@AK{fG_<}76*!yV;Bl8 z>gDC0)=5`F^y86eXdz2~b$6hynw`btGwJzh(Wb3s z?Wvg@)z7iJ7FsCe2X{Wy4`qloSe9ZFUnWAPe8Yz47{z90gtBApbXo){W=)^3eGODl z0o;7b5c^{Wr9#%U8D*L99;=Ui zzX2KQ=&E6<{{Y~qNK$p))XV$TZGs!~xRiPl*=;G>z^bA4?rD&El_?eJ2wYypPPi6D z$UyR}HL+ebwB19rC{eH;;A0#2*tTukwsDVb+qP}nwr$%sb6=8|tR$0UkRJ7D_poYp z?fO5I!l&}OMSwTe1eB(Dp>BdX`SQi&@6o-mE+-cwz$=?rqWF=@>1Fk2StxW2%lOK6 zM3=)q{bZqyNa<=i@@oZM1&umnk91`u@V-9I(~5E&{;kEK9kAOKUx3y2h$0GI#+5V> zOS(D-*;9)>*JL=q>wMvH3xf_*Hy_RFlU1}bhI_K!Vut?jfxP;^s( zW874P4iy-NM@0UKyt=bcfoFS=N&>*FFL(eR`{e#m;#eMJB@!#7$Vki=^QK*HWj+-7 zzen>zpdmxds0m@77eO?c-V>f>JyfEZ)cCP{pS3j%(lAnZmXb?Pi;U{>)}wrlWC|gU zDdInFS*K2@UIt7QY(<*B_z$~#h;%SF*ta&_%=`f+2)jLes%HM0Mo*w%G#7>F-q1(N zJb8#64Q~d~c3BV1T&C4cF5` zp4N^*Rb4O119hjsdXDMZYw_liuzQ95aLQB`Av%r8iBY`$VsTm<>pW^2fC>cCY$q3I zyR&WOicocbWO)HHNd1bkAN~P@O*g7R22IKVK8O-gsz2mIsB;n3& z#(LiWQe_jD9ybo^g27nP9*Zfjl*W2bqjwygyqz>7XJ-zLPObz%-rxeCW5%UdJIbxP ztz9&5K_Zi*dm%>W5UH8fQI9d@enuX)q1O!Hp27olu1_CL4AHwWXZ13w+gz|^<6b2l zixb(~=7F>rCn6ZVRK=-zf<#ve{mb4Z*%c@|dMv+&&1e88W%M`=Fk`sSJb*dJ z7~|SV8V#>x#+%^O`f(|t$RXa8ngARq?t+^pm-Q+XGD3Z2WGd1oFO%jvkVF39IHjg& zPBgYF-R0EOM6!iz3=dU$-YL<@DQBDMsb_6A0biDr&P#U19X;3i>D-wkTVwpxTxSvg zr|=~q^hp#wm)d?m>8L1Uma*n95e>&bl#57 zl$9Jlw`b>5#e!f`XqoPOGDVwj){CvISM^sz@Q?FaU;@~~hyk+wGu}%tx@1ySdJ-4S z&WK0fkv=dS^z{gLK;#|)3ox3TN|8Gbp;g2DO#a9VYU{HXoQ! zl8CM2rC`l`JD(a8Z|~kDCt{OF^?jMa4jQ$bn-b*{y^R{GKftb+cv&;R<>_(H)4y6a z1ICWMwx%TGW9vVlubt!$&z=eDF_qjTd1|kv^P-BB+j-QGS}qPa(LUp$Z+GwJt*5W! zscQ!Hn!LTH>W9PC5{0H}Nqj5xUVF(&Dux%AWHy-_UTcLsY-HSP?``>r3~@XRDe?)` z=s|%*WedpDX$G#RL4}92%ynO$G|#Sov)2QOp0hvXwjR|xg#z1A8CtzyVTXxwR1fP*{eP5e1;aPL zqYCMDh3W#>Ri`IQTgcJsL>TgsTuv6lqgkRv@MWIe8YvFaw)RQc+Yqgby%P_)i+^VT zNDISVrB424$85KaOe`F_E_?gwYpg|ju>+9>x#}?574U;Spk|d2`vpmV|GtVMM?l9c zaDEcZKQED=Yby-Abx3HY`gl4VwNPQlt}Byz{7z(BudtG18^Ei)RMcj#f)KvNoUyMo zI-P}2Of5`3O>533wfPPsRLc}to~sn2GhN!#YsQ%MiMvqFF2} z%63(tqIWV7)YjjQ#0fGu=1WM|s{z{KN2rGjIuPWD>sXQt1U)A~9XlH_NdH9x>F6~@_KKYN25v{dmuOvzj&Edk*FYI3(F^+xpUKPGGJyy6>YJ0XL-~Ys8MGBqYTyQ z2RTijOe6iXHADMZ`W0b(NjqD@@N`jF`H38Lnbw&@m;yz(ih$Gkw4>bgi3aJ*OKF5? zDG*tyRWLsW%z(-eflbM(bHc}M0^I+4@M<4 zojrCFua!36ZE*!=@}@LS#TumNRhvY>TGsoq2P2&u#p4~$2$`1!_FT4Y5`<$_F6<~I z8(kX2;IhEKW)uqM+6vyuVkbc)Vv-wZz3v^8{C(l${>#K>b&H>)s_FhvDx^5_?K$&} z=KR)gzmQDrLmB6L70>g{Slz{K?<*%Y$UNf_pTjx{O2D=wj<07X%-Sn0_GRTF@a z2Rty<>YT0Kf~+Koo!3mui&ZXU(f1Y{Gzp0{`AV)x45j&b@@u*Rx-4^s9daOo8N0Fs zJ#<>CkH<-DMRm2EpF!q?(xoX=?h^~jVA%vJ(M#MAAM!&4?q6O;u}K4cOPi2Hxc1kUQs%R( zb7Rl)lt~g+IP9T{X>mnpaCt;tx+@=VHR`VOq8MECp(iu-`;B1I)U>^b;ShlcqCY<- zOf)xmC(8O6d+!!X@kb&N)FFPY(!u3+N~z|+EIk=;QB3h80knK!29&c-{5~dUa9|Fa zTvk~((+{nsg%}-3Q-3dA028PD=cD_5PGuP%*a0?Oows+zdi)BB@S^r1Q(4u$f_`h_ zCt~JqBTEa?fJL!$vq!M!yAU3)ER#PZPC=@-vKtBvVP^!*Jne2iI>^;l{KDyhyIN~Q z#F&rj1=7wCEn#Ps*Aof*^P7-ib161sw;Sb;W>HP?KP%F>N?P_`VnZmi|6}QNqx_St zF?6XcnEAqAh&^-Z-~IV<0U*gA*@mUm<0|Zg_WO;OZf|Y{<;7g6U2$lwU}--oZdE2# zzR>q&Ga?u0dP zpK~pk!i1U_$&K|QoOc7B)^~V3WGafhRVp-+Eg?)}o+)Y$R9B?k2w4WhP~QvX$6fjQ?dw$9WG(dpz`ifDxljeviEV1Aa}J8bB=W5^q5KV zfG5#MM^RT};nrQlk(WKw)-P|$sK#AFwXqzllbchDN4M~r+u#P~TDV1cbrFl>zl+2* z?`lKtaS64j*x$pWmDMFQ>+Htzz!&gyMj?Z;-S7U9aiyh>aARJ;1guKH70Ldda-lfU z#Z>|D6^kPpF-wTPo&^cfW99T*Uy;TdMUDf*M%+>!xw37qC+&XC{8Rxu${r|g|4V`X zY}NFZI(|V;?^u#`nT2Pc)wMhy^*FaQL}(0|VI;$=I@_$1_n8y!58@jB9`rkur?}!E zY?(%m3Fpl?O3oR88WyC|7hIay4^s28((;k{7g^KiW+uW`z=?v| z;OI47H(SDT1lo)^sNNZa{y8>&UPO#f&x%gbXa90KvWn4@3+dNqA3C%WNZg~mX@gH- znl7h(TVj1}_E*#dBXT4kU`dBgc$A4ESrRKl>#uH17#>`zGOD37b=ID;rzwO)l^=Z+ z(1HLg^D&{lQPB)`jyMeGG!C%Nm)=#boi3LUm4WxQL%hiPcpF_o92kTnUx+Bq?YRSV z81>bs<#*MBiGE=)(zEQ=Z^Zsab!^P~-#@T9YYIDzl=?8x#fU;eo2X|XSmpYH=Os9! zU-ttqQ0T7EdOZHr0_8c9YR0i)*X_D4cg)AZzreBZ;^xUVCPsvh-1RdzBF={@gN(6p z`}0ScvRCm~Ud9|_lB)(^XL-L|X3_jWByLYjRyQEOpV}-(3)!5)_e{P}W-UgNosv4G#$a!Z^mk<{gA4y5%kYB;1Hg?zL?EzBHDV#|nKkfMMOm>%fID93}pIHd>$XqRr(Ts)^d zW%Jw}jTaG@jz(ZARiOS1nGPb@p=E@H>-;%40M5u#iBti7HvL6tnhQ{ZRb#_*Hp4%e zY#>M_^nMC}!aOm0aCJB|@|}@Rhh;q;kRUCF6>#n0B7T!&fm$Jq!_aoO(O84Nk0cE4 zmbuyv&+eEbaLY@}uj?I!`BquK?9|?37@K#N$`$D+8M`cEzI@9+8yDgNv`%#7;9~(-S6A?_5GYM1 zkqYpHd)h}sBa<79J@Z3gu{q`syX>r&rZM)i$?Jx82grpC7hw2DP;o zz?jo(UWh))O?}@%4UmLGQt^~8czw%Lq{yI>&B=M~wAzAogCb0>30n;d4PXDb%~Vrn9X|+Nnd@B zcm|%Enr7dA1owyWlgvuD{B-pFOWgyl)g1X~;EQU_gynfc;&A2S&xJX(*>Lw|iAco2 z9hRTEH%3lthu=e)s_U@jraIn`(DAZZq{|SqYf>65R~(#YJnP4zN=18FcjZD?it6hc zqb7(51;_8}PrYgTl!D8(*E~R@2kQq=M$ULOP9fIP8 zVv1F&_r`ciNTLwhqh9uc@M6zx!r=v)*w}iy4IH1Z*17C!rP$}lU(c7y*Klh#Q^+b4 zyP(VjYtnD!F2t1Vft!oSVL6A78MY#y2RL2vH5j4q64DQ&eZ&v^xDGwv6?k_)<-qSn z#0dgngC9O4MfV-z0&I!y9$-ieZ9-1AohhTC82{7h_f!mMS^YZDLy^sAhCZJz4XAvA zP?pRc=(0evPQ*h zvIvFY?PkmFC70Km@L65lQg)LQZH1(MA@Vg2t_0azW71)z>Hz!}W8S71q>gwqh5eM$ zwl%u!y@=KdeD0X#k87bX_*aS%G0HwA8=+1)#Vt6BQEGRX@lUiKurTFx9ygE}%=vIo zL9qg5_ti6qtO>A@^e@i?C$NB-ehdo_My>CM-xNS$EuOUG=Jz?Mi~|dtCKZ+iNyCIa z;epNUcSTi>Wd`jr=@Os4?s1Z7d#q@|7Vf3W<0}3K6yF9h!2$BsN>a0n1SkEaON{yQ zL{nb4rugGBV`EN1ax|n;Zy>v2q@Fv00;Cq`zBX)(RVQvgQDpWjpO3J{ENsl_V#6wK zD4UOe!}vczuF3&B6Ns14b^3!l4ZO>RU6c$ho~*k~N>{2l-J0t5W9p&rWiUroiTGyJ z`4!WJUq;QoC(;78$#P-+_Uk&GppJq2#KwO1aSLRtOSub@Qo6TZ5is`_fS&Nyuz z*iC?rx1udAlQtt4e2I~o?*pa1TWI&J&ONRwE-TfduWtn3LVw^aV^k%%5%WKLf@>fh ze;crsyoUE@#g}j@FaQwSp(394wW>i2auur*fTrnuNd1IHK#j`YDb^X zp&U3806A&P4I!v7{#DiRTTlslYPT<-8oDMDnZQ6xEmgOdU!;o-3@oTf5k~YpZ7WI;g<@}7y5mS(n!M7FSZ=4mJUyiS<2QjE75BT z-{7nhE#j47aevnYZ3f1?5`wRqEsWV zM}NG5pWivr7ZL_TcTCN(ai#f5i;nsbj}da9(4c8zi^Qn+E z=Znuuf|N>2PE%cj8FgRsY3j}EQv9jsiyjA&IOIuuy5e&T6Q zEjPS}>=Hf=e`_r{$9)l7(Ug0^4$CO75tWOgLRZk`w%!n|AH{Nx%^Rsrf?T5(X+vI3 zWnB@L+fEeYi%mrmup+C>%_d>k0o}IP} zuxX{el*QS5uPiWAc9%T-USi3^K zu!VJKKXmSRxX09etdiNF=U_LvhVjOTa{P?yp|G;{#l-q|4auCEuf$2Y?rLvPiyKUyh@)dUggzSOTzeXuMvU7v{@Yx<+0kRoIwzm9&H;?2s^Qjh;U$j&my~*XRg$jNjQ)T!A6NaQ$uTKT2zQ} zEn$PB^bIRk2qL{xGVHD<&;@@|wv8aY0Sh)1&|FnO7UDb5 z_qd4m5(0hK&uvT^yugkqxjG#gEMD1o8ZGXwgH>4|r6031%8SFdHG2)W(txr~K6RxO z^t}Q~PoFb_(gWgTr>an=a_D|8ENOEdLCVm#P9Afh+ltDTShpHXYS*A?XC)3cx)7f7Mct3Nq=X|EbTjU2Rc zibOCx=Inage)@z;b&LVi+dWJz&OPZaUKd|}ox`gzSWoeWJWiyL|00qqmFXl%PLdCU zjL^fDA*|_+OQ^Uc2ydHgokO6;Bpx|P4k4rgl7s9^b-LiY5eFQf*#NJ9U@LlUnItfJ z399cz2;&e=OyAkeU6Np+2qr5k*Z~5Z*r)WZFOk0BQIadCAZX-*${*F^{Lz2Iv;R|) z1o*E?^glfEe>}|p-u{OY&F~L@R*@0;4<(wNo|%FDpAyadPm9)LVbbGZWM^h%`KLs) z&@-{KvC{qLiT}-=#u8X_*8XQs{~zx3|HFy@x1au>?zB7m(to(qMkNGVF6&|qOf89H zio(pH}L|LhnJ<&V_k%8tz-fMG~sPbHBYI>l6n5HG|RW9-b^*Hr$m z^t1qBGXO6DfG{8c2pGS1!XDHU@S|ON=q2G6DDPOd2LOOa-zO5NK+osDcyaf*+gI^# zda;i^I3y^52fioGuf9|`w_aMjF6aZ=eG~zJDHBpP*IP)SEyO-fH5PVyfWr?48zr0= zaQP#~k6pms%eVC3=U+XYu|w6*np@Z5i(QzfZ?P@_fcH=V@PEIL2PLj^AD8#t04V?_ zT66j20YP4QNFg7#SyZ%V^g`0VKo$cz^z8kHgM)PgF)%nuzY<9SFl9Wj`%sM`&W>>W zs}~;U?*?|injbuQj(N=Zlu+dv23M;-@0=w2DWqH)+X+^u4zl9osL} z`Bma@Q5F9tlK7O}Sg-7Zb=F@cpA2s)tx5Okq$>rCwVq?QSUf$|OHp3B$vZb)(5(u^ zBlMyUhv8$=jqUz+2!F8n%t*#oFFkJI+O-~pe`(-brrAhYETzM=vO_~cy37y zwQZji=1Xv;09!bJERBq@>Fk?tQ_mfTLc&)VVYn;16x9fBi%jm}RuSEyZ{{Up&V>K# z6zj!Ag9(FlLm&iqAf4zGY|5?dQ{*Z9~|wtY)`k78b%F_GzZ+HsX7C?H|6qUg`=@ zLT@OWY_5HH7#K~G)$pS`%Ys{9Z(=U|r@CWOVUqSy6Cz{~3k83HT(WOumQ(e>#(R_*X)1xQ1OzbFhD}N))p7TmNeX z!_*vaGq0l&ZaQ#%ub+G_UWy#*l499F9BIp__MF)M@U_&cP`-;9^&p8yNEqK zPlXkI$5N{okCrP(BI)7%DT4jgS8}^)+&At~c*$kj4-{Xx6X>e>f1?)WXD=QyGBK=p z6QJhAFxvdGhr&KOEKuIBB)u9?)=}~>%&tPphmF&?5K}OM!>ml5WKs!L+-|-ylCe1z zqy0J(?ykof1UD+&Rrg!4v8m2KEJ0KZfI@^iaM5TItEhFvU$XdXNZdKp`S%r5Cc=^s zqc?-~DnTYp=vW`5gDMF4(xWu~By>Cnc5@95-h7wiX>EqPzQQ=}co-DX+OU-K=wy(vw15j;8C zMZXIMYwj>pDdCS8N-k)Vf40D&;NdH8@m(JGOecTK-aC6 zIQmTs#F`f&X?9g)@AxWm`0zA2Yw6|Ev)_)E-JH(q=OO%5Ms49MG^v_s>Y4R>vnTi- zq>@BDKXPuj^-d1#ZN;~`h%!T8Bt|KOa3~yjp4~B~pR(3;MrScl1=${uN>X07;VnO`iV$ zQQfT!3{9*Y|3jYkPBW3m)>^6w#n1*10LR#(Y3l?FfV~k25SrV&x#=I+>)(cyg^;y# zb%m&5JN=xg=6s#i>D=+i(e3WA_&u+=prMwT0#PyDalKzz^jp+*Jx#`C!k{KaFG z|2tkG^wx%Ng#cTIG_=^igFWzm6Zrb;(hc|oYc&gS{i6+VFeI=Ak8rz0;O>l0`#U8grjDt#EAUd(M5e!J7`!xG;9qDM+#7k)6 zcm$jT%Aahn^nT6{?@A(G!&;Hh8ZH^El%=wRV(CSjGOLd zQ-t#TG6wlPlSz)k@KL(NAD#d3_pi*DcQGV#ojb~w{iD`C{1jOP z=IL5635pBHnCa72=qots+g28#!K%r*h#s4dkvHC-`A$A$AqZ}V29qiC9Fpc1%gWQQ`yBw^g&+D7R+vlefo} zg9UpZwZ~TX*%S#M1AY%|QRGQ{K}9m6#f`J7&sqQ^4^oi~}Z8oafhAtAwBT8pmDliCUy*mp^+^ zWE#bB!b7)Lt?|Lo(X^VrV**OoQU z3=rzN5*N2~!#Oo|hJ+0|<~SNa&?#H9Zs}hT>!(+G;;gfz#BK{X6YoV*9@JoLhRhLf zOp1sRytWlaN$E)DE3dvY5AnMrYkywQIIql$Bp_;>c?YZ8MqGVIzreekf0sbe(U2no zE%}m#2PCr1q4NE5q;hiNQljm|Qt>J@7GEb^P}jEQ*?GQeFe1~l*DohhhkqgUMBWnc z+jUq^0kwA+oKVgRGt}#`dpvMPA@(Sfs4P|+(FomvffGSu+ao|W4l$cUs*(U_R`&9v zDmDzHtbD))#g-`rn)H4^=7z-9O{FY1SZ!Ah!GPx$5AV{sE=qkXWhS;y^LNA-2cZ(w zF;e!>7IuJVVc|U2$vvIff17sE;+b&ObydQ+I>s{|viz%Z6izes{@f;Y@U7X)ZWC66 z)*O$#tPJ5`KP1nt#XkVc8#2Ix zV&h+l)wdRAPiPqFpiCx*87o{>M~EjL!IH2jt>^7L`o0sC^_!8{0H4RoN&#s zj;61L>>QX4x6J>$N;Nn#)f=``Rw`VAkWv)PiAVBc1*u*WJw4KQSN97;D$4y?yoimq zaH9U&oD)UC=VuWA7SF?Iz240#ZAgnKpVG}Xic@?kUM{%{3prgAZC4*a6!4;GvDvM} zQ_g^qvDC4{2=BX+qj8Pid;pg6S-fPs7J*{)z9?m%L5 z%Fqkd1P|aZrJi4c+VAFdIKaG1gCql1`}oY-%e?@@k_e2H2)EV|duZ}>5?S=n&My?z z2cs&CFy7C4WqwhP=HcC;n8r$w(s&+YssHGFRAIU#8as$hv#s6>v%t@LZIFRtukOaD zCL2s|J)U*O4NO-|4ThOk{2#>qpqK6Vya^v8Bto;3g9=7l*{lYamlz&b1Y>glQtWU+ zX{;bWv694&W|3Ha&goKc1H>}}>Bj)d`(1Dl*Gu40)4V861=o*#+{lMltZFZaySM(J zDq5Eb%?a(Xc$c?<6_)}WPxO1s=5Iqk2+O-+_?6pAxc#1HEp-f-Ub)ZIv{1XzT1?+M z5Y2$m_Jgo{BhwHvr>or87pyW=A0!Y<1PU0GG#-t3iaV11@!N%;mj@??F(KbpD6S?= zO4sHd2cWioaWnAl2{I zDsL4(rX|@5%$^eV!XVtDG`O&m#yzsbCWYaM{ReSU=2oFzKynP-zAFJ+BF|D^mb~i9 zA@IL8b%;2VGd!P9$bVN|71C08suqx)o-^s-`r73lr(dqB^Iw6&P?bL0R6~uqF=XvT z;U+VU1;rW(z1;@ox=%vBJjPueAaVYF;<#=E8<@DigL*k-$Y9IZ6-xufVXj#hZ^G4B zN7_q*;kD9Q)+)bJ4Cyb8rcih*BMYN_LTpYGV`5Ab(vfBt6Ml4jk7*tb92;gu6P&4x zz=A(c0^`xy5w!(D$q;zm{z2j08tePA!=y05_Z%nO3zk?N^O@AWYd(?z%oNZF$sJs( z-O^TsYS7g0H$h6&Sz&R0TYl2V_0zk+So~|EH*i84aquGR$Q2mxw|Na-=`gSA9u8lc z9%jCp#c)MTB#~Z%(NNRU@7a&sz+}A+J?9B6CuH2=R7Zu(E9u=KjnjrlfZH`>7^UAw zqO7Q7n^rK`;rb1I+E2fYj6O7OseW42{tYuG@uGuuKB6;h7tVHAuiw!eRi~JR{wu2i z2hpH4qEtGOatI%qr=}3@T`tG&*bLDwoIulsn?G&65v(}7vUYb-i@()S&3xXEoz})T zLcDt4gubbS)JOnPYtszniG=V?nJoems#p+SgUuzdq1oaA%b zDC2x{Y-O~~kgXKQscD3+Wcap?9{D%Yu-)b#S@0zr+J|R)Q}+GguJuo-jPs@ue#4yO@`yQE zr64VRT-_6`4=d?np`?V%xqZO92yb!G1*7Zr?RouA9 zxa*#<`9?Ri(BU~RcV=1iNpt!;#d3s;sk7uAWpF>XOqSVSb3W=HSw`#YQDfR*2#0bZ z-19N<(&04mj`bJlUv8J}Boo4jRQr$8fwuAhPBn1HaOaZcZy`#5d1$mRqk)b|FlLHn zDU7Xhb4w1F47QEaEV}}MSxNg^vB;eUlRg_P+$Pxh0vF#?^$WRYkGU7_i~HKFT#8!@ zd09FlN@5pn>ebubk3plJK3lYu2PG_Z>q)~Ocz4(!r*|hSk0#TAD^P_8+Zlj+ zo6jdzcURLApF zhPv;nE~5w;(S-2RRclRH=e$0Hv^At}H}N~N5$22VYG@r}g{M)uZK1y-u9z5eP`8Dg?H9?TdA3yyi&lZ|jn zWx|X)+X_;WVh1515D)Y=Ff_tP5ib#vJE>C4)y5GTXZ13@51ixHdEf_EzGXX#b6W-u zTe+?f7y&AKuzFRZFM0+7?4z-x({O(D6VSvo1P+KAi(lJ<#@(SzofJ+ziA*qcSxI5PqHeTlPfytskk4`}KXk$ezEbQy zy>j1d1gGVE+i@U|n`lp>eyuG%Z7rHt@fL;@NXGX30pu{EuL$DZyA-|4N-AlKt?=&| zn+@)2ukE8%(GOCT5}e76!M`EaM34heQ{I!6s>0jOHD5T<2%^O5WG z%QxY#dRC4JiieIJrs&Gq4iRbBmvCmuu+-Yr%s!%6N-Knbhyu~_rpm3R;VJ)! zhoC=FaXLpP%cgU}Mb*69!+a;7oqsO0WVcq4Vyho0gZ|D}FKSY?5uThLO;pJ)c+b>P zo9K7>I9B_x1931@?Yav)=f%GZ%#4f8%QgR#7H8#~WkDf|lpYO1Q>u?PluW^_KB+nm zm$w$NA+dnES+ZNAQJ~P8!BF_OIOC|I-R6o9FZ zfh$BthRAST_+2SN^pOfp)fzC?XoG}dtu*P{Buu&9&elq?sHU7SBT@Gn-}iBXN4zZp2vMNcOTMAyGUb z6xXv^EEeGu9i{?*?Rb!jv#8iDzTlTx@*y~nxPp42^{2^!dN9Rf;jP%i%|pWw zdNw=|Wx^=o(*vx-KWQy}#>RQfTfMr5-DJf5WRva+Y8u;QxU|n@;KFHDjx|394q} zAfps(HWr&4WidJpqS^Lrb`7F%_zaG?Yb%Z+8e_CU{rN8PK+&+h9NRL}%_nAb?Ou`y z`nE4iJBOqy0RT0LnL(asGjl=9Nke{G$`|=V;<9qgNQ^Ey$VIedpbo_cCi?!MolQJy zN%ihfBt5!k(B1w#3tk4bHC_LlQ3l{|XFYBKImZ`O(`liK;+cm&@>2hP%d zLlfcr-uweCU<17m(hiMol#YW)_EL~I=4^ysjn}|s&UNlS-@)FO$0hTQpRb4ew`9NN z&hXZ1nGA<#Jv2s(Zf3j2hA48mk1K}EK)c~St00L}748uB^-zk05)_IQNBWJ*y4sgA zVH%hM1gYpVZ5E5?$#a}{z7rGcvfAJ+9}%s?0AXJ_Ld^q6QwXWPzC6Bq#3fQ-=|lMk zYU72{P3Tt0e+oI|M35*D3y5`lmw&ZEW#3@GU%_8mSbg-p{#8yj7VR%u7V+_uV^ZmJ z>GH=e@9BlX2pRZZ2zc33@ia6@$>#6;?{aT=Yxjr3O~WfJusO}6cL>}l<5S!CRS##o zxchc*GWTQGbdyJSlNqdV`bXg$iijfWc-s0ir+)8)R)?1J>%>My|MKYOLIkWrykdn- zURlY@K{}1DnJDO`b&$8J=ir3D;a18SicpHDoBYC#iApT7C>le_+o;jnpP=puR#8ZVqss>+|& z-wK2tW{UQd9s$QESBRA!zM1ceXvL!|Zk~oG*pM|Y%~kER z=5z3}RSfeoNk|i>s9=j>aU+8!jv*#@x`t@FhxXHUsqrh7_2Zxx0`V)odko(r=EJ5hnb@t&zPPCGL0`W;MB2Z=D(9O3z0wu5uSQb=?&iQ((Uj}6q-8PbBjn>S|3?R$I#BJUZN%=_ zTsK=V$kXhr(lNpt35-YgK!%53()2gn1*LTvOT_=^hV&cr^ zD>Y=DtfPj&7dV4~fq{7K9|*xUJ+Z{@SB;og27p>yxo9vEX{K!ncWd4CDYt$BU6^mR zzZF;s#`bF+ys$RgT#YKT*m4D1hZx_y1~79#+Is!J-wBuqZ6P3VG1AIzU_1O}MRxfdRtcep&h_`~vw)Z(?{qCq`; z_|1Lft&2|L0R0!BD8l+ZW^BiJw%MOR0pQMsa6_!Vh)vW|<;E~&Em!%J=ECd~6=Y|v zMOwjkFmhp2#kdUh@cY8j@RhX4(F*WhjHu#S1juI8EBZi4z(!AY)o9m-g=K3jsRwaR>d9rIlyp%3B?J-TYeo(K$t!Mrt^1)I8Y{=?8r0Y`%v@yO)Ki1CVsW+EbyD&08iTD z`^M$7_XLL35l>MAII_Ow!gx4Im6dlxMQO3mLNAd}5ej;cAS8ZesYLH0sx*D#fD9G&q8t44vg*FQI`qQSuZBOb5B;pih-1`JE%auVl!N*mzOt7W5qIx+6A1W#!+O7M zFlxnETpXF=-2R9&+a|v5WbKJ;XDTMt%WNt`q-xKzI4g-xedW{25+(9IgoX@Vak3Ji zEJgmIwYYVbl#+QUDF@TIhb6{p>?cwrZ%1ytl{LIQ^o!R~Mb9kzQVE>0956_Ed>$sK zJk4Uy7h#F=Gs~maJ|RnNbASAJGX^M@Wyz$*g%yhJqTA%9K%ekn6~9Cr734^z>WP{% zy6W3X$G(kl>^-WH$%nj+wb!L!s!6#Bhn*K{+AXjU%YTb_%wqOH5Z8@AuPVCnhWBQx zLu{>YAVxKOumn811ZYi(eoFGL+h|Pl1K7c?bkGz67r;R^C+`Nq<-FXCU8{0Y`ZFh| zg!tOG*QH;5ogM%e#5MUZUBqV;J(FIkw64t}WjF1V0p%THd#o6C?73H^9gY6ZV#be__} zW@dYY;78A$fdP%#+tniRQ1_g4Qtlx0Ao4r1pE<{%=_D*Va7P3O2J>Hi=S5YaxvV{B!VSy&y;SBrf>#uU(Ys`KmMO#Sw;K!;x6_7H^av41m*yhYD za_%`WI?Dnv)9WQTqn0Gd;8M28g07+7APhz4+Y5jHH;w+owwVzkFWS0hscj zt8bU8Z=lQ>>=DT`Io3-}e&LFnCtq~BzG+go?;+<7Um{8l>PlD;_Qh!IG#@4}wh8^K zBQB2u6>&X_wN}X>My5Lo=DIZ;k=@7T2D~Lcsd#kXtT6d^@C4v7rA!fjFuXWAN4S(s zAlwWzX9e)-HwB$9j*w$v3La#QMJ??cXIVz@?OnhEqcKEH@92tAFCW%eq0MnxLiat> z_=Wudejd+^3}CQ1J(tD(0=A-AJ6QM`22Eb>FFRlm*BYXth`F&;7esIs4$;2 zdPP+Ra5~!2-{*Pku?Eco^-?_dI&P>29BVwag8@c9Z7K##`3Sa;qMz9wWb=ifF|Y}; zcF}g^MRDH4?2+dlkSsws)}rGwluPIBqYluGbiSKDtOSjLTbDZ~HROVyzNVIRL}>ZV zmE|q*m%+gS+%?DS>tEjxl`1A{K0iOLlt!Pr$TYy=py0?%eF+_xj+d0MnBcQeugMd$ zS51Yom1JqXk$;!({nVNIUn=KI-!$IDYW`H{&{#BANyLR`DgQhdbb4H~muT@k9&TW8 z($-w3`q^JcBupO7;N9BwK&G?jHIX)s7bA56&?WbjBX;!hIh#Fhwem|TlfkvZN>f^jcHe&eQ~J*qL^*nY*1`Z$hYm*yN-yQZC^+NWcreN6TJbXoNM~yc!@u zcY-Ca-9gi)sIBXyp-Pv? zRuV{n78dv8I-x1G*A-HP_vWIyVuJ%xNyz2+##`eFjvx0UQ*NPwNdc2i_Vlz+PgL1R zQ?0xNgMaU>G|fk@A`AFbcGCgP2e{R8vCaU&OnHZ zlv;U&xVicc`4BHSo$3PrVhOXK4-_g}c8ERARM$%c5KbybyS5%_AfXMQvIUwbXTPr_ zpSTA+vXK>9&NEzXx$44oLzGiw>lY5!qR=9Ljj$Rc!H<3*k3`VJ5d2e>F=Wb{0o~=E z8w>K`^aaJ2G}>E`THz8$VbI1+)bF~3xdM%_-}i@9+m{pvrF%*}a~Apv#xwwzjKw&A z-0bJO9g2y~?oo2lLt;X<>;OEyL)^*ae5Fk87_XAeVLe$>WdFzikuK&HL&M%T6Cj{= z^|AxvX_l#9FMo*>;go*0Y+e!4$NCmVsz3s074jM049UqOMM;)|@Dvp%;@St^vQj_P z@-8ckdcnyv4feN6+j|X;Oz2|Iy&7SHbKN@KThNZhzr`Iqb~jM<-=$EN*YV}^ zoF$@SVjGY*+q39sK2ivztvOSYdTLWSihEJ^k-wOshbdSCPflNT=OJdaT--<)VpB;4qGj z2t8O2T|ww4Y$t5kFT$v`MW0JT67z7WlyM|2KiSNTFr+I3q_-z_U`=v2S4FL>X@2Y# zVoJmWzCE@8b;hG&hk@4>Qd^*yA5i^2k```TL$GUe0g$$=+`j8*@ZDd#VS@6_n<=b8 z2%JWMR!Mhy48XW9q}$3wE787niS4@!%nQL5b$RD6TT<|$QihCKjJ?sU zoTsUFwsKAl*@0I;_QE9g8p6dCMJ<;w)GrFuW76TIPQ7ReiBE+v(@^N%z6CPXAN?{fX1;V5Lt zPEEQlm-{hb1M***+JoE=i>!DYC(brwB)6_h<0IzG2;dft@j{PZzo)4Yko)e&y#6ft z;-NzyDIv-6Ec9M^9l_Ah?ww5bEW;ie$;%6o=KZxd%#T0L8nQp)^d;RZ)i((SDk0Sc zioCxT2^zX7mR6ZVYOH!X{DOVZFg8N7Bovo#5xK>;jM$&XnTbtx7877amk|(~E*V>> z^x0%^PY;?*Rj1?*6T-b8!2d<7+y)*0iwXe%V0Zj~K&u$&ZS*7*{}-+D z&QP)^m43U)JC9(Q7;d%M`VXz;Xt3G(@5D;VO4^$A)cg08qqNt-(Pg>vxpKL)(pC3a zNJ3HpApajP4haAN2<-nYWcvqk+=u?m_bmqwaLrdu4*>x1H}nUE0fG(i8)x@dl=qiX z^b;2Gi}>m1Y5I#e>-Td1i$?W_Mg%el*#G-b<%fa*0uBK5%YzJ14hss5@I7SxXYWH! z4seI(`r$Uj=Mws-_i46Y?B{4F2+*&L01(dx@LeVj@~ijvr7xHTo|Hn@5?nA!WcP0N)5D&l%fN;6T9f}U{R@e0r_!p;yR24;qY+sKsk6d0k zj^w`n%Sxbcn)vj&SAphVnDL985BLb1-r`P<38MQ7fg{%0mc?bTy2a-K2_M9vh?TO= zJXos}N=PIP+Hh5l!RD(N%|6q9>8+(!E?g(2# zs3BM>o5-k%h$+=H7=5d14WV`_4ryfhxQV6z^@HWY-F82+KM`wOGCT(s`1u33=F^C2 z@2_uX!FxdM4t3d!jHm&$Uh+$bJohYAc{!>F>Azk3+KdsA;x!)g zg~(;-^X5vXiA`moCYOsDtn)!$<-!-eq)y9OQN7uqP+knbLX*e7|$1* z=vB;~8CdM7t-F6M2^!LeRsD_1WJtyTQ9DJ?X~|!hwVG9+>maz(=%KtU_J`fvb!v>~ zw?WC}uXnh&K^7f!YNUjn@~=&k#o~{Qrt}@j0o=QFTYNY z@Kl^^1XRh4M7m^D*elP=IEc6l0TFD#*%e>f&D%nH?Q|>81`_q9#26j9m)dd zZMfDHbX?YSeX0&USk6wD%R6CAKn9{52S8GX`ITdtL7eK_m+#biz*q0eY(9*A(GKR`+H=$|613$A>GCe{+KZ)$Q%9`IGpB!W8AIF;l+xgf7d3_T+$^-0 zX@9~aXr~jP={Uts<#aDS1fsQ5tK+~2g@a;I{lQ?(A8#zRCGa z=ouVgU`y-tt4uG^mZml06??7T0m#7zcoUM>Mu@Kmzz-&mw^K6gXlZHkOfOF-$o?!V zL8_+@TD(L{ev)I6ds;Gt=344_P%f@E9rH)kCL-ZJbFCpkU=-b2DOH#A2?j5&UdKn1 z5)P2_QuhzA!AorwVOG9~<**tGUI(S2<(9w`!_6(L<(9|rbdwDuu;>6^x7D`sM@mhu z!O>e@%$;MPN{2+wAn2uW>FK1=ZC0JEVOQ=9b^c@5-R=(t5iqC zbxMiG*=t8-`nnZ7n|5@w=juAKSNh{0uYd@62E)Rm|yN@Q<}^a|%SHUq*CL zW(LhRfos(PaZzhzhJ7tkqc7SU|G7J%UixO~UbxCJ%`Lezi|f+e7Fq}XJ2b0Hn9tG_ zKYziYVHW9Hz3nO&@piLchem1Tos}x$y!_cYJGYlW#h%Nj$g+4Y-mw_M3#8Jx$+KI% z1wCG9e0exi;MI2-3jm4`p3JFjFDpw;BXoE8DN@&5A1773#l$_++X{Vc=(ddPGlvC{ zGksRoMfq_)4RV}_Uqf2 zspk*P4WM*JEhyHp*!@p2=PwXhu%euu5nEy6v73gz62KfNiU{S)JCbl9+v?;9yG;jv2FeY);;~(12*H6g{QPO*h8S zeVa2;dUOhNv^xzbF z?}M!W3bLW3&KH?wT5x5=5|mKR3K@7VHTc^j;f-v*e6E5~o6^29zsf zyj77=hvbCol(I|>hWvx#o^_t7_x3T>jfkclyy#eT?bxbIjm4LL+pR35U(Jw!{jAss z`Ld*kpqX0-9(WD6E64so;l=xM+~qGeIog<1ItLihu4*>X_&yOt35)3Qv2JZgWt2; zfo1KLp%NrkX8|YPq3vUl#C}!=T2Z+Ya~`$H(7R6ZtaV6-cLZ^s(Pn<}h{Aj|*+__y z(gf>UF*p9S=MFhW9~BCY=FkhWkMmpdSO@|6(!sAn$P?p*`Q+C0!k!-MIv;6V1egj2 z`7qwcT=M}}vke=B+P5@$#OHKQ_GX1@itVEm*F*LYkC+BH>EmU#i+8Fp~Fo9Ns|6kdxegJ7#j>D`zQ| z^mG|zJeu)~dG&iu_g$DGSAGA~0}##P-00scVWc3Lw&v;pQBYuMR=G*fUOlkx@8ekr zO3wE|qE~ZiG1!HeZhYMUc2SWgsA~#TsqV+ss~%tObRW86wP|6Rb+hcDwiVlJo6nhU zxV%4GYAB*~8X7Th-U6HNO`De75f`t3-fACYHT<17nOFji~Z5qDLTiJ z)EhPwyBdV}Ib)E>>G;K=HV+cjrLM50oqm0SO=5H8(hA_Ay}IKl%AWt3)+X6JyMu6k z5?ix~u|^l;_Nk2ZqN3Swm^YnrEp$;zZM2BvH0a4QzMsD#@vj@$6C9d%gAQv=?&><{?fG zl40P)3Zn<-pVu&(eeEyqL0ApwZCQ?)D(X*tOU}TpFSXQP@Da9bANBISs9tMbcq$r! zp~lVwa$FddF}M$ARjWw&Nqk7KQhq)CdC%j_5GAMJ|Y%e$mDj`2ob@;>lJ#! zNPY_{7-Tn!jyih|Wl5Eixotlu+Cf=@iqy4}_C630kDL*vO3-xs5PiJ3P&bPRL$#cH zIqKz(@CD@8PZC&7PfU zafbJInM~W|{!xm0$*?b(4t3xuJu^mX#!DnEv)=KIaf&05I(@SviKQd>-6jTH?Cm`sJ7 zj)JTZztP`~FN$3GqRZ}2tU4PGyXTSm%$EE)7=rcH!y~@Pfyt!Au!ID53he$%PML5bD-0qWG`~ldIJUQ6B47ex83YnTgnleEYZB z8(Th%@Aq0tz0R3t^3G2Np!iGx8uCBXVy|jKRwz;UT!XCtd7a0@biC&%Du%L^{rCIY&EzjysW-@JiLF$^&lLP;?cGsgtE&mj+*-4S@=;fcQs;0hq;=(X4B)a6jpdqsjy?73<)s_{0%-9JXzrGirM}1qt zxV>{{`>Lf?2RceOArve|L5>+2553ZDV~8*zj}!V|njBB$pp-UKsFqVd(V!GgT9Z?t zf8+IhTke~CX@PQJ3T&pKOXU-jMQ)j(-oTi{5Dkq_bLm6jeD}7GyTUOl;$x+awZ3C@ zz2*i^*Wuo`ZEv%I4~FBl%dV??H|*b{F!FU8GzFQ=B2W(F$Lc3VpTPm&hL~kc9_X>mOtZO z!GE3bFnqz@%<|={-WdY2G$Y1s7*_qXt+=eJnxt@T)A7#zbd96pkBBWv)xk$w(#HAP z1}!>ckFcBHFpm9O>%)&8G}8Bc-#7?~Tx*$K|C3dnHJ?qM&w~zugxdvvi1&wF9vx0C?R8InTGmoA{>Ib7_Q!VC3#WZ+X8zUIjpu32V*#du$pwZ zB^2ZIH zX6%hUEPM_=<0uMpEX8J8P8-(P6YdE$7YCtAmp#!F9_gv54x8ht7q)^$=xbjWfRAGE z`>bOhb8ts*JY{YF;P+}0iJ7TgnNU!If++s&#z7Z!+N1ND29MyZXP9n5ni4$37s$S{ zpujH9;nHBCM?3GX$Y>qHR+Z8JGK@8q{^_!vw=;$9ty5n%Tj!WQ60(03gi2M0vwGg> zsUj~)N3W*olI;kn;@6(#xtw&U)?ksf{UKm)snTrVqwlaRg0(MNO^&xlTqJK# z%%vx}UL8|P5Y=y-eY9?{qyrE!%OWJQzI9Z84_Koi-k{}F-P7~19vnf$PCFrxt{OZ{ zz2?|ia_N=MBDC)=`|am_+HeMh(tMxz9>~K==vhWs$9Fc0m&f~;!#8~(=%b|sNKp8k z&Hhd@wT}aoSNFDEgh!FY3yv#lqrx{jXY_HufKmMfVu$Qix&e^5nn0G)ncqMgl9B6N zkpJVK*Rsn*M}{1^5~U>+o^G5TIUa}5OE#gFVI^;w4Zs^N`6;;EQ1cnbqVTqtl5ZGI z6z&x;+fRY(i<91qlHO=ku?r`YxI^K3Q502g z1CCM%Mjadsw}E(pESqI;JgE(i8ZZww1h|C!PiW6@S0rDc%a$pt3Y99#TwMmO6!|yX zhKj1s8$bazP(@N2#_DdgyKQDOmV$Yi4$QMDz_*w75km#vT7VTN@`^1+e9tT(zUp2BpnCX9!aTuQ`)@R{Jb4@z;Y zU%iPYsVUkB4ik$KPf;8l|1ACq`c$tiI4IpW^G3hzgK8i$3MxV~Ff1lQe{YT{x;p-Y z%>ps$jdi1xNjxfVcNE-3H8kD;{>{=op=$9w$?r%G1c|!ag*jlQ&e@q-j zP)2jIkucN!goM6=A<8Nnh+vZzX4N^HSo#_9pCNgcQR4cBs>cQDK54W{5?Q}^&VNH2a9UU$+!{B|a*Sc3l%{Xj|pyp2W8CfH^=ATpAMksu* zWQUl1AJ4RWCw%U3e1TDQt;yJfzEOg{k8{1T@pE+GO%pt5U6M2&1)_L#SXhelOpqT` z#5ajKPYG>C;5;OBc^QLk>ZX}btYy=Hx5FjPkf#GFqm3LPvt7QkJbQu4S4|N?t z__=W>9_R6EMtCuSw#9AW9S1$Fy`f13E`p5G>=~n)x#^I+qh<3-sd5W=d|%&>X@gG^ zq9M<+FjZY%m;DYmuD%_KmoyR0;kBg<#K%<+ILD24omq>3+YRPn&?AZ@ zw-5TsQ0x##HN2YZ(uYs zIgdNWx$98C2W0|e*HL?hTu+B*#BY93sj=#6721GE!UiGRmT_}A?4fma@?`VGw=2j!DuwR;fuMJPlaW#+itg*#)GCRhV zaOtLi17#whi+~(&48hw9CwoZ6Gg%?oxBu9-iFV#51D8emW6T zD=!D;;FRSie~5_rk!=lW#2Ba&^bpK+38j~EElF|c({jBO@?@2b_9=!$9QF@L)CevBLkB&gi33l z#|ltWJE8ZAkY$zj_0(=7^m?hiqEZ*0!-!OPJ=25r!Q^>LAcJ(WHX!%v3-aEE#a|Cp zII$x`b{N4h{4I*{*e286B}jXQynyxxBM6#s%H%jz%C@BMUv;kl+U7JSjL$TCeHTLO zOTg9FROG-pt5f)F#c-{*^VHvGP<6Exe*FeY5#Dcq!&93NM^@jhVVco^LTF*cL6X`V z$KE2yRd0UH+SG4JbB6rW7UYB6==dS7I|N#E#2Dt$q^0SyJd}C{v@V?&)OuT88D7zL zP$FuZO4Y*l*~e7R7hh`M%IK9kwvA?$EHSQ9Q&)hQjo_tZf+L0n-|&Jn+tc+THX&gk zgnKw)FaxaYE$D{@i2I0Fhs__6?HB1LpweH_)>l(?BE3OjlwjrnA}*1(kEgcrdK}3g4|a1t-1ilMLEq zfRkcVIZk6HBW+FfPks3?1IcSCBtp!_r?9Bw!DRqRs@?D>C2Z5^BfDdZrx~&gjunfA zaazW6k7&E4CFCi9_6##4WFs$d7_R#vXb6o%=9rkdlk;CV=|uNqdQLJhAm~_IXtSN{ zmu>5!VOm3c2sh7b-;i8J#{oAU(X+Pndd0XRPr~w7qxd*R_wZ*wcf{UR*pNX~?O=WY zIc%Wwe6h$a!er2C`o}|j=TE!zeA2Y4MB_Z|q$%5i zYFi8F!tGs1N6ou4FCX!Vs35fp&eVD)1!2#!T_N#zP-|}>9Kt%hH|1+Q8k~hTFgtHg zx1-7ITs~>$R?w)||I=D}9&{oq^K?B+^d9%WJGj;)tlpsbr~)ywQ0pb>gA7#L!^ z9CcyZPa1VJliL(AN^JJ1+DsLd@TC?i z@^sK9|E@T8fL-gkXXIA~17Y6S=q;1!JpF|3Z5?0rc}P>^y=QSS+u-^4+g!sS7;);5 zgT%LEXv4b`;%8IAWyNUGLnrb8jxzdh&_*ynX)JqLOZJH(cL>k((8|BiFaz4vU-BR)jQR&!r z5g1=`eb28|(zCDt%aK>K4ML>AgQ(OVZkLR5xU6V*gr!Ue3)!-PxNyxC1?DS;-_wv< z{k|J9V+oAYuAAtc2W|xo6Zq|On(w`}QX57@!drtXmz*@qJHNzS_IXU&Oc z0an0Jxad7A00|5VN+uZt9XfND#z`7Az}_VT{gUZ+U-QiAxb|k>GA31)3DotV#(Mgz zDLj$5r^$bO5pn7{%__Gz^KL{TWF;C8x*mmxgk2M*myD5R2!+5&$P*hy>cnhMw?)=L z?|PNp%C6ZbTI!QS+vEqyW0?kBZmB&ss^T9|L$K&p zUBzuYih_)fI2;HdHL%o!DfoFD|F{~QrI8oq2VGQ1Zxk68NHN>!>EPy4eNN8MPTtTs z|8e01$2_1#P=XCzV)fL@E;0~c;U|s$%y00qu2$vRHRC7)*;K&zi{p(|y;hL?V;!wf zpotU%Mb=L@`Yv(u9D$eT0*ymcEiZ?BcoQaSq`J6vvz4Z=rCBg4~OQRJ?GGb z<-H5s=To~-fDpJq^-jq%PBsTeSNBEy~fzNCfQ{i&RJiIb>= zNRwm0>W(Hjj{IA-7kp+uL<4Slb)vPicsUR`iDh55PfnkA@v9zvQ%h++Et1UjaZF0b zB2zYlKV=m*Hs3sjsBg70*!O2K!ye|aX$k?%g;@V7P(2=4>nK}O$H%`CJykV_4*~nC z*0@c#cU^#K{d5H9lLg~=Ia8E%fPTkCb0uccZXf>gUSs#eAT6FR7brJyt_~#mjU4&P z2}2?;LQR*UrC3dj_Dn_)z%$BS(eu{ zts{ssZ9P;p4+>GRy6HXixqC!^J+R<~hQ*d{M@TzjIJPz?o)Q6a&WAd;M$n{Twx3B& zG%Xg84z61(DOJ{G390Q>4Rw=R>yTF+ebN&p{P$M$$Dv*o*UFGMdB#kI|xyGXK8G|n>s~CG%;{RGmUWaH> z7h*?ukj=wjvOK{$t(7}F*okMf8G5rtX1Ti4FM}8d>U=Tys>m^a$~SF8rBi)I*)_9w z)OJtnpKYKg$-Svr3{o5S-l>ZXBPS&0bXt2RDi}Y_S;}I!#)@B`f=2A1lG(=v(U(L( z8G-2*LR|xAhKez=38lwg&Wo(f_FWXaGn?7Gm$fqa5qHPk{*it$yPE5SBgMvuy52;` zkXLy!DAp*_S#w!bXAX_sIOJZH+%ChMm&T)yL_&el6kT%1xtU@R)1~eB@bu@)&F)l9wCG<IS)jVBQEx;=axrLy^Md1LfX619f6(IC|9cSc(F5JV13J9536CMWjF-yTqebwYG z;8(llhmx|DeKpVWfZ(7dZAwO!-v^uUR;b`Z#qX|%y%g*HN>A%gKk53p)rB7u3C~-` zE(gi~gxn(pL7(egh7Mg~2~2wxKg@J8LD`5@t?Z$8S*$xD)NPK?zLT(UW#Ine2+E)Gg_izIZ z@$tr|F{thj3d>YH&a8VCHb1PK45TJ#=jH(U?2qq=b>ZTo)->C;mIYg59_~CGzeG+` zhx(~({T&|5-;gB3q-Jr_L%}G-i#{#Kzy~q>qDo4TOqWjM-l8!dx3}?lzkS@l`Rp-3 zLekXguazV?4n@ z#m2Fh+V|4@-k}d0y^fV+{YoLlFN{SVqJ{G~C+Ppc;`E$+7O^xSQg&q?v#C$;J-{po zPk4?@$NQQke!*=WnT4~&*Ib|}O9@J>e1#epb^kPc<+#%xH! zNM_$VAI_-?#3Cr4msURwNiw8(9y3Z4S~nsm5#NA4H%cuxb;gral_`4UC=N`O|!1Sm%v(@p-AAg&ir-dC0SN&g)<6r zsWj5;Gc}wh4_YctmfIa(1T%%BV4ckL`B+pg{SL@S;cK zgqEM);=U;e*R@2MZTUb6#5uUslKMPsg#|}EOF1bv>c`INZ`|k>|i{TqNj-7 zT|rhs1&s9QW!B%8Wx6?Dh@Sc?-=Ad~{`tdH0WyML(gRGP3`kA};IJkcg4JG&u9#?s z2Y!3GbGfIkU-h|@v0#i!(K*||$Y@%WM<{Xyg7-njG^HuuBJQil zs52lD7%T4SWK+o9rOe@oF^$b8Lv;i#0-3j;QmxLjJ+fjdA-0FvcQ~jEVH|?4h=oo| z>03$6uHv~yEIoIXxNF*H=rwZiJZ%X;iRR}?J$S_dnE}fp;X$!L2Z@0Te0fw5Mv7q6ko>8N=z>g36jWU7P{;5x-$$}kwlHYv&QCpn{49~G zedkHg#0v)V@nUV&2sEPrWv)Fn*%x!|I8NbXfy>|$vT0xwcE9W28521Lwz$fdm@kkF z5kfopfJq&`m*ktihEoGRq&kBQ!p+b0rEQ5{gin}xcgk*BIS ze4?p@^Pb`0;#c9%nZrR-r-cD`d+SfTU&^BPrM)n)b?xk8OX}RQ1JW=?wfJuUUtj}FHbr$f$q7I zevqco1=I6n(GDOxVv(1e9GM^>uD{`7)`nINDMK#kDsVw*g|m(?fc?4-S9W)mC(ku0 zCe9<-z|+z4VwVi^TGAz9qQIV=-%D;y*0?4h?YZ z>~d6LOs-6bLTh*v5560gr%vKYDixJuLdf_^yd9|Um56?G8lR!6Ew~<5aAeQ|y1>o zX1Qpsq=&x6#c7FqIZAOkB`N-6kH5h4S-&umwNL2X$FhBXL9n8sZ!NU@9i|ssPT1VU z2b=L;4qP#Tetdr)@3TkOPavF;c!<8m!sy`FXWrcxK0sR4RI=~l(5lbdI@#*F5&G({ zf7=8M9A3rK2&P@nnZ71FK6Sd92w4BLbXO`oAoS;p_yQsK#ap3Xv7NGvu50QZz~0=6 zbyhL(8ByIRHig&xNp4($&IS zz$WJ~52XH1wVL9R3bG^tJ1q(?;xLwdF@wr%<_jv8^{Fo1>P6PePh50R$Hw7{)+)R1 z)MC?DVv(U~VjDYXQ1~mkf7xr%R5C1m@5?%u-1FE>1p<}<%~zp0<)>bTo>kQ! zACZJ~^+`!yc1-YFwn397c9DG}5>j}3+kqA?JVWSrPc`jFowMmvX$i3uE=BEXpO$CJ;N%N}5b1S8M zOI5NSG>zoRIap-0sUv^4ZGTL@rVNl)CW)P;!?Xtn zIf8oXrYF;Gm*pexOrFxhL8I9dbO`me=jE?Wq=cu`sezE#NSy^6E3uPi^Zi;9 z(t!7`SWbJ?Nv;6a73rImc&;Jy`-ZnMVkISE!=OrvJsMt=ni@VqOs)m&AXpaTAkA3i zom(6j1ar&nj#9KPR^$c|01X01)P@G(=ph72{&4Avw_~LS(WmuRUkrx%MX4~Lpj?E#TNRoE?+vm>HUvILThWq;`r8xhsvCmUb>F-ZXx` zM2AYmynQav zRr_&<8bbnSDRf)@)|P-ZaxoRZjoOgJ->x#bjLih?680NDHWTSa5mKPE*)EV)c(V6$ zJ??~3i@_$ONB=jOZ_1NGnk8PsSto{GMBf=QT2k|fTJll5Y(@nMkdzI%(8|{Pf=QHTM$?2@pI4X49+i2r0`6j zu93CxXC7k7fk<|AW>P0{X)NAz?!DT=LZ-fOUwX8RK;l#CBzPF0}J-w^@Ao<}O z1hEeXDcile8hG#<;qV#p&C!GC03)T;+{#arrZ`sJrZS05^)ACsxk?uNw$GJ+h4QVh zX+p%pr(OW&Qo2-tS!j)ixEG9;n4H*U25Q5yB%~zGBomO=-mOlgvpb)HejF%P8&5fO z6;edj4Qdx;miRdCe__3v>3VV`q?gQfWW|O2nnYXm_@C+xBzanpsW`eUC6dzREs4sb zhA(v3UlVCBWO9IJO0rn~oQ`|4QHR@GLIA5FY=2@6w8`T&Zj*vs`9%zLWL5=+FF=|4 zpx?ZLd@Ad5wkcLcG(pT@WS%9xSs)H`R?+Yb3_pDEZym$mPF|8O_*|=v^jH zbz)x~)vR*Ll;|y37g&ZklYBj3-q$p|WBOv?2ZtdD972h|$m}tSGrPnWD2w_M(tCRBLG|lW=QLv!DQI`=D=!(5R@ij z;@Im)W?GO%2Zw4lu;zMGuvG4?la~@@*bG3K=nG`Bj68;2RQ#NL!1Sgu%zGu;^cZB| zRXobss*T5oKB1GpZohKDlISd;lwP`EAREghCd5Q{ed4sC-EMHEy&^(2p8g4E?f9vYf0 z@%%=Ej>xh?AXmP87M0Sont*~r6L%&M!4m<@A;RlD0!_asAbi=l5V5xa(+INvz4)NW z0gm;gF28t1hy@K^lBApZ+*s-~Z(hY=ZkzG=Q3Ci~gUD-tkXfT6;`lE9<>V=I<_Yb3 zktnFXMWP)&I<-N%B-?NZ@Z%}VKQWH{`iYq5rRC7jX)sF|5m@!tH)4F+5o zW@3hZjj;!MflbkP@~9>X;2(W*z>Ki-VYQZ+UU(9Mj`jkYKQyZ88y~Bl^3lw_dz4{$n*3 zD{5xs`Z9Lbuf(<~`y781y$BhwbRl*vlg>srGI5m#ie`*_6%p<5U@u&>Xy&Y@=U}_C zi#;Y*{_47|Gc?gad=T9|mYFQn>bTc_k}Rc;?0Zb?-sSr71=ad&ivzTy@}H0lM1)A1 zJ4DqxJfHP0TS7fASrkeAP%R-Om#P+X-%2WX^vC2XBzizvkPnwh=&Ae>wQ#P$LqSqr z@h%-=`pzz) zb#vijxHkU$g_1e99lu?)2B6A@otkA0j6P&jQi>Dvcm)Ug} zRjCmv^*pSPSPY(YIuqTPKkt?X(!lA4AlBc+1^Ff8Q=~E-Qu*T5l=A=#+kXpv9)!vr zUc?`oy#P^IBb&k}i)^q@y})(B3$0>S1KrJ+;t|~33wGd`roBST8OXuwqU zX@**pFnVU%&a7`|Y0B_)4xD0MR(c#_z*9y-@I#roeAHlC>MJp!8<)LdT{PM|n5#eI zv#2p!HO+3=mdSjRvM8z(zHJ+?#Lm`&X!|f|2kfb?P$5c`m-UchxwnMJDBP2f5Rp!Y z@1{>;Q$z?@+^!ifabZ0uR}HLi2mE5Z%8GfmIer(}FZ||vi?T@ex6vw|(Fux3>|E^V zt@gZu(eDSJqyO23apsp&a zM2i!BgA**c7)cm(N1#7J3wnf9Lyb85mM>mtVpKri!o2UG+h5cQX;61$eoakC#Az-^ zl?!$G%+!8AtOO(2>iAJ^RJ~bD;WSATcYAFvRP7I^R^OFA?JOjHsl`=S)!(*qYT!%Q zGW2VLRfuNpK)V-!1#T7-s(o^vwyWM9d;)YlL!*e^x=l((1L?k|CxRM% z799urC+N9qtM|Imv^$hjtH|v$TiuOQ*1X==z1^jBqbVzec8oFPQb=B0Nlu9SQAnS3XPE zCkl4lZp;I7iXqgSa!+CbUT&J3Q63%)s0|SboQpWkg!P#2+=LK)%+JbL*B)h7gQU$e zp$HZit`QY&G_C@cf9qa6pX7CMbvQ}P znhwo7TuCT6yzv72lY zEVtOB8r8VBh`7s*7-j_Nc}fI+J5S$g1fgafGu@4=!q^&x?w7qJY-ZW{u z)_NY_9_Pfk!ZtxfZ5U0eP$|HAVndn|yUHIQ$5&c)^5G6Fxv%}nM z3mS|M-F4=cjD&5XZmZ-+fIi6;6+@p&J7O%H@45L?S*VDLjem|UJtT|MKk(sh`oG!Gs5d71Owx>#2RZylCSAVEC!SX)xrtM)Q)^QJ*e=Q+m_JfTx zGy@2_O?Xv_=ZN2x)YK}%ba_a=3vG>;ou|R)X$^En(TRh9#b-vdEMW|vV4qXu>avB7 zs&v-N+az3S9)4R+uwgGIL^*Q)FlEnYwCBe8z|VBh`&f-L5ojRtlp@Gfsj~M>rNCeM zG_xgu{NVV4=cnP_QNQd5_{`E{#Ba+vq6|>YIw% zP8!0E>Ac~B*s{UIGcE$}gM1aq=c0kv_N3~O4UFL@*lgj7=|+XDSmc{4CBraOHtsB6 zh982rPDaB)>F%Fq1Et}egb$@^)4YeoMB1Gf^*u4akq$efW~`spU@Pu^3%pSdbyH*K z(}G!~3T;x8*AoxHbV+X$x;ReW;U7ttwNct;rh29#{;*v0`87!~wZYXxL+I@VAI#ow zoULU=n8IYx?*`w^>vk{&UsDk|KHb^>0(Le$pQR)vt=BxG&P8sW;8hq)rL0H2NE%A+ ze6D4C*(!IDAj3bLDhiG8Q3lIr0o|PnZFld@1dSP*99Ocx z8x3hz+S-|NP>MmQqI5CtD>$T5MdLU60%KX@Q$R|!*j{@3_HE*zc!G2xmt-^j=8?>Z zK%`b1?b)v`l-w#^ibWU4zf`>}%-H1TY8Wnv=~v6k5)dU*+#*)WEd4&Ps7P@+pS7iA zkI0tNz^XD7`EPZDlk}Bn*sJH8i*Z%W_HU0n>3+ClY%`3c1gO`n8uuJ%7#-5Nq6e{U zl^-R%pXe|Ty;}!9BPwSSoz>zrBjMTHGlMNBNvM}l=CnwLn%U;(DT>1YmrdtJ+}<+C zxGHwWr3ll0bHeKMqth`g-VV3Cj#|$YvzaJMw z>Dr5}f}}tqUELRyH&2tqBp8K!{P4K^%uY+LXl<({war$mAhET*L8(r_rMV7|f6*ZY zqOs|VPTV|C3PBSTVT=4+}U& zOD?Xn2PsV+*3CqXuYd#6AXwkp4;}dFBNODGqX+~2lc;3Tujo!{ zgIBCRHwan=7GZMZX|0h3N;u%x&p1(XoTOmcw(X+8oz|@l=e2UW${E>XDFl%GDRhf= zyG@+Gu#{U%?LChw1I=LV^AMcf?EdNj{dwRKtCC>QMG*7AIHJ9nzdC)Uqim-C2512N z0(xS#JH;7$R{vE7NLVT?#DdY>tadCkCdnnJm%~-5ALn;NED-dV&mX=5r&O0_FPk?l zdOJ%QdWVUiOwMzA$=qkF2o`BIfsot6Z#c@6YCA0?PuIN!Ht_xgGn0?BMO%w&c8Bv( zu7qGgl$)>bCMvo$>x((G?37{=A zuN`x7z$ aRhw8Z@%}UsCv3YIPrisEREreyqQ<5%D=q-X>&qLNJ8$5g?K*ps<6b_ z^(LUF@P2#ooOOl@kJLn6{_-TFm$6?n3YEy3C@-#z+zfC@u``8watT2f%F5YpQ^9Pd z-wX&|_kWumYt5m(+^1PdIrH?Y{Sm^S!rhY@MCq8s9+lnmm#+`EGN9=^UYNC$*3cpE z3Zstl-RYbGz4N8G)otD&|9lvN?Og679g&#Ew08TOmB#jyf26Hm2H$M(8jRUILx47V zqiE(wyNSH!JSM$AjT)7;T{r{#XfWe^A51i&Xk4M&xa4|GIYiG7;!?cukMX@pHnnqmeGXTxqIExJ=fX` zRv?K%El~y6#e{%>)~u5Lpf@AJyYPBc#J}J1G~kVtNQ> z>D{P&VU{~_MVMw;geE&BjMp$`rB!mCltr6Q6+Q(`1$qwtmG(!TJ9uZ7b@3xooAem# zQpnUBY!re8D3w&jI~o*Iq_MSEH>a3HV#mm*l4zl|>bh?mwy3bGwp!4G4zq|)6Bg6D zU}0_~e+?#UVe?nRjif!L85@cNKT2rA2NSiNZ@Lm3Af*|6|N{Lnr zQ1C`2Ql%(^upD41HJFdlv`Y}PvUd*MYps$OOE;NwH zQ)F(3JGFUb>qtCV-w~UD1AcF>$Y5HRc2@L4{al@Rs0>diJoCwmm){l%zn*;WS;zvI zti!(!mv?qA1ery{f5JE9+I@58N`JoqE%$-tZi$@QvEn)7tIvC2K4|1~Ps5&Y(A1X1 zJE`42y{z{a#7sZcc7Qrz*Keil{QAv#n+tmfe5MGtpf6vvUw!$OO0&zA^bGp0XQgTV z+pPY}WoI0+Y7Z`>{)*s9>Eg^-ll-;huW%1M$JkK=XEXkNEF?`TJO7>w`yXPxIaSo`9cWub$MY|Gq5&}B!U`V) zBjs02r{8yK7|q2gnv3CPN@@CJw0#yE6z&fB^07$Yg=T|NKjAto3m@sNae`#C8T>@- zxK~3nj^qJL5w^*%47fc#p+KWuYo6U%mH<8anQBA``T69+OkVoK8I0BZ6C|@qhyf`= zk$?wRI%IDbmu<|6ikjieC~nHLP7XEN{~w6>Obq0N#IHncJ_C)vMYo{ja8@pL8-aPXn74E6L`8E3LW z!gM*ov;$bDyG-J&hAmCGl-zs`Q#HqU33sw!RWQaEA+oILX}%AYYHVk(dOUCxHtRbf z*kQL5f z29^P}qoc~_TX~bWPf~EDr!O}*HHZC+zmR0UuuuhF^c>li+oK;6w=2L@P!N#jxSAV??*4xZr0O3=^a9mrwYin z24&617|>N!ifunz$T`sbHzm?rNqn{B9gx!>lrEH>V!bSGDY79g{B^Tib>V*{_GhZG zY#{rzwA*FFrvz6UhI~AZbf2cRV_C14&wGV``Fa6Hl+LZ~+9YxjK(3j5a3)n(80b3E zzo5UQGc9DJgg}>3Nkyc&|ID-Uv4G-{S(RZ{ZEM1Fwp^%mR$fCOVA07+vLQQH1#H2^ zNn^ZK-oCj=cG64;IrU6ItwKDs9gQ)IU64j#+lnn&cY1EMl={6?o#`D>`|T9|rDQ8R zxme~tu|6@IVP~N-|CiWAn!`QiKSQ?eKWwu-rWM5nDO_2KawE61QntF!&*&PQ70J&( zYA#ovzi4C!fh`dMF#=%W@UwUJsAP2_AA74Y14<3man+akJf-xlSsjaGM1;W4JTRc- z;u<2lEAEc$>N8!UJWS73strJc#No6F?>@uyOr1~}*~@XTo_(LI{=LJBwLA!&=?*|= zKI*MdaR=bC2OX2FJkI&z0fn49bng3BAn#RVXds)M#FS@f(^%xkWEExEj zRS2U$v~<}gEzD&9IEpf(Pl#qO?D|Oki?P@t$I=1TAcj1|<~g6XzVV43M=1zGdi50Q zvy`Vqbi0{?kWX|b$^!rjJe|C0RJhFRc&|#Xd|K`36k{rWl%t$X6yKmrFbE>T&ZiQx zf95lIXa|6t+?wWD2*O*0mdSmF(a|E^$Ajez;U81~FI7nC@H5 z+fj&m3$l+-@ zESWI$tT`Pba|T>F8fmfQlH~{}#4N$j;5-Rin*%91IDQbcC&F)u->^XFhU38-6zZP* zI#?b@=+u0Oi0qoISx~pt8TeN|z$+n_HGhQ6X&@-d&Apn@?0ni|h}-BH?Hg^2ly~h0 zdonU+|2t3N)hPdV`ez`GwZuLBxDN?9V0X7PKGaR$=l4+XfRfQ?1XBFZ9G4q%AK8m_ zKhgwgxv!|FPmH3IAa!m3Hha)gyD|2Ncjq?Ke>CXDONtY;=LWNmX8@)D@qE5r1cA%D z+eEh1k6iU^oJE+})lz&xMsmpbwNwY zh60*r)Sz3wpW|=e^=&^SxdE}^V?=oh7%K(9s9Jyefe?&!tEq51$!Fz~18(K$qUVtD z>0Vq@9x*OVjp1d2(@tpVvS<)@+D$>}o1<;c3=wv$B4G!MihAPu*Q~-jva3_kmC5JA zjh>v3QWUzwy*o*}pYk3Y5M@TCE{KNLiY(!%3`iaBbCAp|V$DB_9KU7{35_Cx?h(>P z3k|~HZ&p92_|Cd}?R*b85=tZ@>5P11s`f{9X;|-PV`wpx<(7+Q%&S*Kz%WgU8J-Ne2P=~`*i;1A~@Xc&9+Ha|r-tBbvSghyz0{-9C3`H(ze zY6lcw*6qeh+AEn*o?=K9l=omEB-yOHRvA~UFZ%c>*j-kCeSXdzl3yuEa%%)M7iX~H zZzk!I{L%K%1fg=V1Pxzx{fPphXr2?391K{^?&I;i+{sq6Xa_=(<>W#4>-Wip694W9 z_}d2O{HdWp&2wok>_m_}l!+d&78h31{eFie#NlEmp^e5fWa|M& zVFLKgQda2mm!n^qHl#uonIv0!B%x``GNwli*nnsUS|S|8=|c*aipGwQbT@**M{?n< zPL#v>51?}KU#gJ?r{Gm*xjZM8%^gi*JWN>WNdS#?#05&K6|- z;|2C_vC46~`((Y=LwLaFKK$z6F4QOL12tKH>6TIbpbfq(O}uy zE)N}Xx!(K%j<3KfwujAoN!$>~%QdxN^c(GqwD7`v)Tn7P68P5-Q*VPt-~|J5KHV@terBN;Ec-G4s7dPCoXt*r(5)eVVH zSy1x@g^Fye)SwZswYbHp3sQe)I1_PHx2v#d{UU;b$K`3d|W$1-mKIaV7j*ptD2|a!3jiirh??7C7;_3Lq3!&9tk%a( z>Pe1`^$U-)3cj-1`~}TCO4(~rX$;kQ4GlKjyR^L+Y#}gazo^;jxX{C55M{(GBOV6` z--1yUkc1vfxAci#_{tF_rm&5|=Awu$k|rBEsKMxHyDhY_XxO-{=>WDb4n!=M+9sHf zJXuC1Sm8$1^ZG3OhZlM4Fn>ACj*qiAt9Ojy+)F5)Gpn@5?s|rxs(+G6+6BUSotZRs z)OF**>l}R}T!F2Y{tXbnS~Jdhky92^0}mQOo7nnW`bTjIWRT(!Xm+_i z20Au+KSAMAScU&J189W+j8OX{m2ofPmxw9?eaETf=XAZBO1DBTftVOwvyYS~AkaUm z$x58{q?6Lv?Sk7hAOTqrzxKtQE1{(Qyes&$n*x}Cd^;tH&Qkvv&EU}PM|53sv74f& zWm`TL4k+VvcZVK5CfO{Ho~vYr$vFA4DsE|1SAl`&D~I@NIi;yu5RGgGF+%?nh8 zN|Rd2W1n=$ z<|o}T7#89J6{c;ViR)4+9!&?Wo}j;UZr421I@M9w2)YJwelG_E#{7!Y_7eJYOndNY z)5a^?M0-|bi3|7}Gjkm>qW1VNdzf)iVwyK!iBrjJNV?bSflIZa*%?Na>Zi9Wtl8xt z@^~=_s!pp3`1p8 z&)AO%U5E1+n(Ab|k5gZVM;BVnF=-~)&uDHX9mwYwicSounz}_UG0q@BIaiT1oL9dyY|hXw!asQmg3wu z%)jOj5=tt){vOt9#FAkEnZFFJ{Os2X6P4TtGcNBmhk*}%4FAL2kVpC&yw%Wl*y)f1Q)kGnk9!n6MHSQosYb? z&&r7k2SXfW^R<%y`FO{_I-40^#G@`SZ4vrgaVldP4#M}x1lUA5t5^N}<1BSSzCtQa z2^$F5hjS|hBb!T~dd(GSsmp;Un$!z#eR$I##%WnDig--{%QPFPfrYFfTfyXW2@$hS zP8+1P9S(Wesd7e@rWmiG_Ly-E!pqs{Zh@xIIk*9J>C|=s!KAe0mGer-U#sIX4IyFE zrZ-e$_EQ61|5QHHV*%o@gdGjC9^`Ju4onz9Rya0yp2;8*!Vpa-D>+0^xk5;I(a94( zW=Izc`h`Znju+5hUe>6=@{tHKcBv#`=&TRUFjmi8g0jL)z&9B*xHNz(MYap0KFQ5WGkQ%!~XYbA}#T;i(G-4-Tt?hXO9DV zG&Z`f&X?>8k^Xea#VFk|i?ux|9T#ReGt&i*=dKUhG1x&^Kzz;}5ADoL3JE)N>22sz zk7p3n$bfFWHq*xAF}GB@*b!ZV_!aW$$lDZ3F6#nXh0n-?CQuU|>R9z;i!G7`+D}cP zJ7lKeygigERgCdj5{|%Ohdokv#@-=7LnR|Q@_i_XY|+^V9G|!R_&}OY1Zl7cHgDEy zfoWO>Grwi!|gPex1!J zk+{ee*A$fk9462wr&&^y1v|uM33y}^Gi~yoVKJk0O%YCmV5@A+ubd$EH&{qeGV;0x zNcw-a6FOr_JEel=YyT7EUpCD)nL4;dhG9p1+GtEu>Bz|-x{i>pj6_tqyiBXbUbi*= z3_gj1%PGo@-KE4&+4#cTij%)t$%|l{=z<3HCSPII+nyuwG10sW(G2@x8O4HPp6peN zy?5o|19ZFukjdb>$I=x2M69nPG_gM>1jrjjHUWzRmX%mj+h)SyQKYCMNr7OUlIjtk zKsG_48?c^rsupZl@D=$n^#v#Aik?NA;@< zjRhgK;)`O2huTMo{~+J?S~;EUpTb+$TqEgr#Elw_E~8wxk&pp1X_8)rF(9&Hl2Rlo zbZyhX41$v^vD^{s2XcKJ9G%ZB%}D+e^`9KtBD{dLfHtP?QyWPes}LAR(i5h1Y9U_)FiS)}uKzo~Js{Nv+R~`zE0^g|I7-Tmn zULeV~p`^}OP3%7w7ASdrGGn{VjIW0Euvrb6f-M?Mf+D5gzm&~N4!l8@BuX%i_kNDz^ zPi1r=spe4RSOVsKo(xv|{9=LxLu(9!IOSxVc9IT$SfUnL8gBts8U6Pk+0MPTFVM5V zd}`Z4)|H5`92;$#cK3FZC9MKbi{JaVywmoXmmif-8UvKJJd@F1>C+Q=KigoNDKw(v z(RaVnu~`O)fElnY0r-wC8W`On{M5o}96xG)wR5_R6uCfr4+RhUJ-UV-+arM(K(BVM6-%7;wSzpYR!~!^?eR&P!bUB=OTtIo=n9FKdSQQ zl(H5-45bzj=xSbIi*snkCi64EH#F`H+LbUHjW#7=NQn%a+3kfMTq+UeVmGp*Hy#fq zeBDAyT?NjaA020@XE;&dH?|3=x}Yafb!g|ywzor}Mm9zHgQj!|(?EIsyxsvPE6*{l5D{?~RYo*E zoF-;MsLuOg><52f^6osbWsJ^H)LP(^4G$6VI`&g*n}`XUSVsls|GeP5?F&qlb9bj^ zOqX+=m(Vj(Q6_Ws90&x$8JP7S+XiLZMIO(sO>F5G^2+z>wA_-9FnqEmHPFHV;GyZS z%yb{a!`e-Ck914dVG@Vug!TbDq@fZ;#adKi&?C3992M0gq+uCX(hTkzbEp}hd)DUh zri;n#YHVI9$|mVei;hNU5xLBGy4>QU4b?`{tM%|9IDw?UaujM_(t5h7U^3u7N(TP) z5IAM{(}T>Ad&s|stPkYWH<-uG1Y1>VG;j7+bCV!4|Nelz_Hv_#vdTacEmfcd2y#wv zP^6yjN$Li2M#=(=jqX5R*Uiq14!{5lMGSm-4)*uX`==<8uS?wP9A1W~)c99bdLQzV z1<3-zY^549%gU{adX~?vCT;3Q)k7^%grlcQTsB9HTM-dpL6$kGw!V8y2D_b>qO@q| z+%LVW=+sSvf6}#L0_ER44m_7^44kyPJ3tSPK z1*F0qcReX%!sO&^b5k-yDYRr)VEG$@wPN_D*YcvdYEfO}SWB3D~4+hmiF zS%}iIf7Ka<dL^AgjmA+C11E;rI? zh?B#h)GJ2xAN0>oY!g9b_x!A4pHrj0&bPSs14%{K5IM~0Hf;)+P@}~s$|r5$^0ShX zZkV&0a67I_3>&qMBOWJV52Vm7CH?^Tak3o|)S-#dvxy7+n@&P%X*SWxW)unPqTmgc zSD#gTWIvYNtJT&KVA|Iu?-xZ<;9rNfM$rC+p9RRXf-RIw`i*q{u-xX{NB|PC?xp56 z1;L!R7vU!%S%rWg55X=nrUP0-?=YR_VOSf_yQ=64y0=6ts_dSvkN@6 zdQr6hU!Xr6P;Q5-)%|4My?AsKi{a*pdICb}OhACu-M7p0YR|4}lJ4gQOzdCp`$ixB z6rng3btI(a7Q$hpQXH8*6^?po|0t>>?jIZOjn{6!1$v8#&s8~ zoQuirOWV+N`(HY7R0|rS8+z8M5*$VUBrDX+7tN>Fs@71ghVNL^#)R?Y%E4w|(G#XU z#rIAoEp0#$`EIf4@D-ExVdzcc4N_}d|8kD4QiJekN0vf;oAy%)41JqWtTP;>P1eaR zE+q2$wZ};-_I?(|t;M+QQrOvc4T#S*WtqK~n4W~HGs3onOq$SkZ3e<);nc?;hUdI< z-}T2#%3+*`n9}VU7XQ*h!-n|)7}lqNJV)n{M{$QL=xLmR)=X3ELNu4kRs&&XjBrhZ z%=6Jb?lzsgX1LlNXOgh+swkDGT_qO6R?Doa9EtU9)tFbAom9Bp0@;(3ZZ*ep8%VkSp{tHj$s6xm#Q2dk*&lZQSx)B81oM9;SxtVee}KG)?!G=QfjZ3s z()7KWOffy*QrD6>wO4$(xYkGJc7h5v>;NI7@KpS!ZtZnJjg;l_AyEG5PiO<@k1u2@ z1{A79s-iQm3Zhr7e5xX_qc5CBtuMLC2;>_wbTD!0(u6maS&SDkYZgBzt}DEM|EtxR z@7vPSpse6Qgx`)>(9Smg9j-t*sbm;kC*-Bk(J6eALTlNAYMi;P5vi(WI`4ZYCdk%nmpB)D zy4n~yPWk5u>(4r>`@D%+&^%H1nXt`9gXj5U9ztmc%0oU?a)!-lml#S@?B^`AH_%{B zqW-VNX4G3s3!mhG@(=EYY^>t%K`;>l>i&^?I(Cprl)+allx&DyKqr_5|HYqwyaT`{ zq)gB6M_*VvkqTN3hw962ARPU`*P!wLF&Zg0k*=WJgX}j45hgma$u<8#?s(oxa!i=4 zcDG!|4yY^}66Nwq>Tg8drrbR=BIpx@#7TmjGZ8cr*UI6+U}j^ywMj2Le@cyObo;d7 z#QD2JOp$BC8R}P)h(M5{&5~Fwli4xkCoDrw*QAO(p$~!AF!<6qexJ)b(yy?ruuBSKoq3Lb zx?HTMuc`0$DeYD}LINiYLU#(DloKsaDDb{UGu^!Ha%IcP9bCWYnoFMO#W9~fjxC`# zqA_8fi(Q&cHmy!&2q=mS30c@eFs8otn~N~cS;G}v7Ev^aT?kUvz|OQu$Beg<-Z}96 z=j}dN^%KCSSE1{mz<$$QRZcTD<8*STT=dG0xieNV7+!i6zQd#&) zeu6PB{BW+uzhn+H8S_B{my)?E-=hIgd@nRyjxP|k!o0&VV1)`ix{ScORF(+A#?%F58p|?6DjhG z76)K4rF+5{Fa+sc^i_M>G24=WjI` zvw(LBffmzBRe~17tXt~0Gm{j99l6w}G9l3+(-P!RXae^7(TK=ofBD;)ba#jVf|WE| z?W|RwsJKGDO^;ikv~@0}0Z-Rh*IDhutzjZ@pLhr8f1g^!|4V8Vpjw^~TcP}?NG;Bu z5-e%G47f58epjpA`cW$u->MNvBHF3^_NtUBpRPGm8H>PMgP^2s8F@4dw6f8>ty7W* zS{CFYvV@uzkw=D7=yQ(c0{J4(oK^;~P(~zK3?RhSXi$eAsuk7Xhr)=m>K45Vo+S+e^u9&}2mK8XUdjUl20wZpP zuiOxv`t+)7d8hwEMQ5l2=3n1WZe(d*YN7DO3<|(Er1p2tvZ*DjoS^A3hH7O=Clq^I zC0+~M2aLSctNpUi6JV{ze>{`gq-D!xNyz>MgtWzy6$n_DmT!g~ABwQSa}HG4jtN;M z6Q!v+oDqzR`dDM_9wbiShuiSXy8BfFQ7_~*iEmy3s*=4QS~Mpvu$pBq=kjLaDR5lz z7ZnYNl2EvkmC^oXwZ2@-l6%gYF#DONzu8&?@%_>rKU)!e}M!kA7JGgT0Gw$?hvpt z@8zfiNwJ~jSzJf8hdwhJtitQg;~huik2kwN9z!Nrr_fctTguc*Fb+!K3YROv(zbmf zS?ZB%CPD2aOkzGcQ#$oj|3gJYYs=Kuc0k>8_mw;9<>5r?>rV$A1?%bp=|)PLqOM3> zX7Cbml2-Ya4 zKw|mHndKRe_Lq--JOn+`-Es8G6hd9_shHITomvo&=@*+5D#Dz)eO-%Ef%-SY(Fo;Q zi!3#xCP7IhtUM$|S+x7%tV%vlSpm{3DOG^g z{Ym!64u?c&*msC?pCqFB;+b`mi}(6;Qd^Cb+dLLeEoO-J(?2s}&F`2GrBe4@jM##Y z4TA0Ri^77L$?h&KD?6EW2d!tlw>_(Ocq$qtLjDljZroGGg|WpHjB1QpFA|4qiUn=a z02e9n(}VNdHOIfQtZT`{XB@UE|D|JuGSK`*R8pV`XUZ&sf4A;ZelwP>ljTqiA#iX= z+*aPw2^K*g_X&LGzk-@_}5=%@UqPRcp1DZr;<4m=bhJ+}Bp zfL&PQ~9YlO#(3rlOiOv_yDup8rzS#{7Li6?RByQLem(LkQYJCGtlbhk$6tYd(=dD*4Q(v}-65gRw%_2sL0x zkH9KMq9Ne9$Jft8wIYxcoMMEG2I@j(kq7VNb_kPe?-W8{4epQSLY^u>L|`=H-x^yt zRf}_-`dqhF_$Mcn@EnwK)U%GAmmg3xS}VZhcV@gL>em)_h=o@qpH;^U{ys2kbZ5rE z^PVLxg(G!rZV;`uQnPm|Kj&Kb|42M5)_`G^B$wb#S_-wQy#z-8jh4Qzp7svc)(stp z4cdJCM0$QdD{UecYc7-WhgWwaTgx>sI!F?+$g}udzgA33iFjVAp7uaNoPG1e^z7qF6 zPI#`2zck7nZPFP^{!{lj4G(3jnnDFV($R*$4^6l~3NQ1Yp>7Rg;Btqee9H2tg3Qk1 zC2uv^otN5NO0qyXeTnL`{9wbv)!_?^FVNH4aT4+bujilU?}6f!6|o9ZqDoHF8p};)tX>Gy7Xc$y86h*v@6O zMhq^(u93>T18x?3XV)MRM|6gJ7hJ93&^$O`<77A4!dVx;&1-#UR%2fGKmuhmBXvST zxGS1;+th@sbTnBR00m)C9Y}_-J|dU6Bf4SL)@e7MbwK=QI^DU&8pFHAR-BXVLVnYn zBswQK6H+YTznK3_xHS|QWUdhhFw{GCL{%VV@I7jy^hL{S;xia6-(~<#ndDqr^op19 zcVw!Y$|K-57AK`~<6rI{qYx8FyQ8(uLJ6w{SWkvOw z7#KMiSQt4}7#Ua?m>Bh0ne{oDI9Qli_1X1V8JIcP+5XoP|69xU|7s-Ll@loY8fw@7 z^G0gf*8MmB|Hf;b*LgVd*E6H~?eLeHhUW4gb>Yx(1%U9stsw#d0D(Y&U!+%lpdb4G zF0KZ@K8JY$zgg)xpa8%p{jYdL0O7Cl3tL55?2(O7<7Z%4~3=7)z2de7^c90M1r`02cQ@tIRNa{$P8**uNAKZ@;@gzXZMqq`<$9 z;J##mzuPDP04@M<)cgH=DM0vKVDYONUXB0;Apimhev{|>&o6nxe{%x!z%M6ROtCU54s&W;pN?D%Aw`3aB zXE73wr)asSt)1jmrMOiW^|5T<)cre@=dxAmj|HfeoVw|wow>KglB@z-B32{^x(58E z`&N)&O&s!ux>6otqy54yYDANgqn4u3tq*ZXbO`U^Wt{yatoCB5)8Euy%^yv`>SCd& zu?F>S*fj}^m4N;Ul%$!745lBs4N<%1l-$=boBc%Tg8oT5OiS!(=N7d=&R9V-FR+%= zExz}L;FiK3CVIzvx1w6^2s^(5rSb6cvaNjTrT2P7yp}2HjE~z)6b>t#=?yhsISz=k zy~ZgvOTF+HAwrx7{RYeOy$kPq(~z`5RQPQ2;=d9&Z7dM>0#-dfCB=J0srwdEB}If1 zeH4T!OJkbS>CyRofT%qFW;UMQZIxor)wi4vmiUkSK7zuV#J7+VO3kJ{!+oTKxdYbM zRVkGUOfk7M6OYSNjfQx6H!<-GT(svywqO}bdzF+Z#p?`Y(MKJK%%mAR%9)pgeU8k< z3H2WY_tb@Mnww_(viyUk`4;5cHn4b6I00@8(kkh!_-fqOxuE&=8EKe;J?HT&oWaVA z`(245TOAm)^w8|}nx?lG4TrLfU!8W!B`M#3F<-aR0+rI2e;>XT5AJmmvr50amqC=j zZqbCpa{@*jdR+^s9D!nt%Vfr1&@9yT?rTEs>U#FfceBWRJeFdK(w$Q)O{u(QIN-E8|Ub8pf#>$>K3*52a?^k_G{b9*;S9R9GR~t4{u+w&%`8QhWGZ$Us73Idh@X z53?zc{BpEDmE6_J{DhE(%=U1xGV*v`H=fqaQQ*1cy#YDt-4dcY*nX@%AJ>{|v$qsK zsN)c^@ZOOv$IKnzg5NJ}-IO79qj%+VVnJl%3xj-1Y$uRaz1hpg0<5=lvQjT?zmb4Y zMN@>+_$GBLll8R05^In@?==XsmU|SN?Nea}l|*@5T-HXSP|)o?06?r&$KXJmfw!zz zdWhq*$Q+9^7^@V1WI<^Ysjw%IWiK&yx8Egl%PVX^fV>yVkroC-n#I2cEwyB zKtvzfK(6V6p-uWTpCViaL!HDVH^q~dYd|CXNQvrqAZbIKD4JUBIG%r z(sl3kC1^;(TUOLToL^4=qk12;k>a6{Jnf+v@-C0C6N#rv z+~jt0ICAKY0gSujE+XsK0t20sbRxy6LB8u))ZPoN$4cF2n#yAOp$tNsrF zMnJj0c~TIea%+w5&2>1;woN7}-WS2CUK`FtL(0d>^nvIsn2%9hghFzE6Q=!!itFK? zl=F+XzDwGxFogH44@WAa?dH>-CpIK069b#~Ia~^kY801-Kv?my>4R_s>oxl0uxY-> z_a?~~K`Lp%fGut&`(T&#ac!UmT0JU!DP18z0OnetsBnc! z?q~?e3OEnMxvPmXz!(N1yfk?F3o@AHDtE<#8SU?*n%Cg|^l0R$RZ5Pia{Uz696w>at&KzcbimKI~B{KnS zq?pzcW7r|U(=9d3O%zP40AFOBHV>fdqQnBeRLi1ZJjd>+U2l9j3gLz&^k7Mv`rIFz zV%N^tSxF97D@A(qMtY7zILPe}_rf6EsUKCDHD_STuJ1>gPeo8Er%PN4gv~Ey2sTZ7 z3OTGSCq-eZ;QMLOP;1Z6K6+p%* z1CrF=*=wnV4@5GqcLyb@x#*?2W%qFWW~Y_Kx14Ovs~OB{)16|fjQ?Ewq(EGw+DRcy z<(LBxzl%}%Dh(Hx|cFDw@9$4Ur+T3>28Yq8Q|XJQ2;}{OM>Jkc1F9AhI903Qofmx9;`w+ zE_m?BMpuj%_N<(@2y-mIzR95xX- zs5*K;6WirZ1*tn699J4JoSGH)ns z)#5pkiHjow*kj^dNhCtRzok>5NzI#3TaB)9<8z;N#fe#}eTZSB%Yu0-Cd>EH(zcpC zsVU(S$+B*cYLqZ&uM@gmuof7S5{P*F<@;^6PuUuGoL zJyE5iKcy^us9JIYard*R7c$f{>9~XsG=0WLKm~B}0k`rDwwmus&W6B`_&Qa3CLn@HYshK_|}Bns`?@W`z~j31$buW zu&DU>+;_&2ZijAFf4BDa*}u2%^?}glwGZ|c7fRMd0Sn}thN<6V zkt0M!BS=0r`=}L?Kk5!U`ct7MmV4L zdsqenR7a&C+yoj_2@%^d0%#?l{gg!!J;0u)KRpd=WB#`P_FEa>8r!Trwn_O}SSBQ>LIAg_*76bDY&@zV?9V-WlV@q2@*)R83Wjx~pfN@jIb>2uF9%~`4$Fn|MrhXzwho`8CqZLA?*DNu7fj#`tc%r$ zo9-tAqW@J!-U~uY_w!@%oO5j?&0GizW60!6(RR`%l;g)D zs2zvOK`YUY5F{RfkOi{5C8h`w%BEFWBC<9v1-(2xMovg4x{dAz=t}5ahnMsT$lWFG zA4SVDEZvC~)D>-+lS?D)31Nsp*lyeESzvTWeFQ}i z+t9smw$Eg`j_(}^5>taACIAP7^A9k8ZpFYFiFMOC86H@czseav){^I&RidqgeQG+g zkA4F^TZGn`=3L3?1rCDEs&7i%iIUuA)pDsM>Enb&=REO%6j=8UNEk^rQR>mZBiK-H z!%0gRAzPocW&P@4#)wHp_=YETqo?$tQ<;P-prMaEsx5v2BYt0oJ=~xFeFf!%X7Y&F7FM;E?_3WU&%@Q!rKf zX4}krLk5?e6d5l0Mz*C;d*Xue+A$^O+)5<>j1T9NXX&qPCS#(=huEy{1I~h7M&;(?oHKC!ZijUT;u@yWP=37RgjQ!QJT-M25NhhG|V>b|m9GyqyhJ+2%Hzs7)07PZ3i z3EHPj4|1ow^oM^jiO4z8e27NHmG74VTq&yKs4J@ohpvN#Q2cRCD~P4p8?}?pvz9Ci z51H@h+G|M5C;Z>SzISR)<40Rv*Rv>(F{R<@FDoW71>CpUE62?b?Z z8bXZ&1*(=LHEy2e0CPbX8d=F?v7}Hm&_PT;IAy{B7kfkjRYe+Q`capXhE_;5G+~*& zBU0K)3aDznW3fZ+Z``_kbVypA8!nLq&%#!&q>X(T4 z&`qb~JaCNfdP7{wzMH`PTZOdvo77hzq;&6?3~dH)_`i%fIiic~628 zWOxYaC@7Ib8T;#?#&)%$&PuUFG!b9)7pfhq?7EE%`(1bdtSOYRv6qNW;lR0XMyXpr zL6xZ{0S5TM#i5gykNY48#D-j;3V{U)3@o=Y$4~eFGGc!@l{g0fPi$QCu+QSxZ+#8{1N-RP1*X#6ucV*@$!b*eI~>8 z-v1PwAed2f?(CjH+{_0xMq*Jt8AiC{t0ttlXS%AWgz*D4_vR15T|6n$x$1d-LDYk^ zxN5tf)PyD(EQM?EC!cE2uI*DzG&k{aos{u_6L(y|Z10hoODeUP`pI{OI!Z7=)^rdO z`ZKg4ILFEd88n7fO|CrZKFl+l>L?KIE>VZAxHjlIfYG&m6K|Is zAgLx`+;-_UA!k2@l!x^oo;m9(q+l=Pg>rP99?SL%B*yq-*z+Nj7QOQpH)NY9kWsq> z-INHlNbqU#g;x#P5R&F90_&BG=Do+aikRjV9{A)ZLsnN68_!6>tbD8m!U??idr2qF z>NSl~1A3jNEf4q<90-dXV|iJ=+@C9x#%jeAe-g=EZp7~BX>cELG|qZtdyr>MJ|<)L zy{WQ46{oqoP=Gq~1zR&Y;b2_(^}^`%as`$qEPFHpxnrnsdH&jcmH~HO@oLdXD!|Om z7G<@PH6x>LunFA}HTiT#)W7n(XinL{(})u&pS7Hd7Z{j9WY`0un<_S37^eVB;<0+2 zAB}^JUlfgG0V-7)r9@X(P@Q0`Eo%5p{5k$Ltx-Skbn!#u!m)-nn<{^-mRk~o%qbPm z4SSST?dc@BC|&sNx-2smFYea@=dYi$jq2=m>8^)*QH22M^)eFe7;s+i!Xv0`vlYpE zFE|N!>!k=V>o~Vp_7MVYr(Ssfg6nZc+xmfLK5NrbZh!}B4p1P0CUtI65iOB+0I4{< z=|PrzanPETCzR_ZOtzxI3<$!~R)rrFk>R*y^LknwBap4iPHDAK7mbWN87lmkan)5v zmpp-ek|A*otxJ3jf&#ziwJqP%)=|O{KF{R}?Pr-z-ufYFrClX>-nN%RBRE63PQKN~ z8%|Tqg@F#=5XfX0qECyZkmmo@5_npU)~^j_huXm+`0YeAQ`F89DL<;qXp+*PzZ3t{ z$v}x7q$N5v7gt^`Jk01ElWwlXDkLN%@%w^dui4eJ?;$aHeL*h%pn#?vRJ1BKWM^(cL z3YAWY04W2x4|u#xyxs=;(-&blnfj@J=i}|?r8&HAlXifQOA~UgmcXXM`>fr54^Gs< z_w{(t-UzSJNrHQ9Wozgha&ob*+e@}aADst_QvDQDVbttk46MIVpb|+(;|7v(EmCtU zu&%p6w#y1X`Osb-A!%q?i{1*gQecr1qgALH9avAYU~&p~r%y#(B5>qt<8BYJ445Ev zn}NGDYT^?M_Sm9pHS#fQTOGx49Zd!dDsGz);Jsq~395zg6@%D3x6^aW3`mZgt=|3C zr3fjdC4ph-@uM3J-e6es~-p9d?bx>zuJi*jI>12l)j23a0UKo-OUR){zqGN8UaJ4UxC zaZ&fNOfZG}Q-3^6p|EZ+i0z*7MSZba9VZs3MgwO=(~+b^nWzlBfpkl?N)}dy1;yg* zC<}NqVoVhti;sjzX^vD)sxJq&n$4v5mxC}nw_FCMi)kgC*>u2~YC^A7IOUqVa-Bw( z@8c-VN{0oTX9CLy5DhZ_*D5GN6)qxNa3=P0WQuu3!S9Qwi+5!nEb7v!7waBrQ0TqL z$52X6!8f%O3m5SGGusVU)ffWCTs$oN{1z9)izk~GbISQX51)(+O%=?NWs-i)T{Uuq zr`1fArlk!Kn$)S$v`DkcV#Qdo&2y)eQaBfuMsvw1>+v^@WHM!wyfQCGpL#$}YYs~l z_2|!86t=oZzeX_$BtxCfBs%1mx`XAKs zwh6xHTcV?l$k@I@ef3uvFtEsf+caTj~ z(MRLnd&@)8kFhZQkU3zC`5# z{ObDsMwe zV81?8SfoOkYmS15%grv^E7)pwhWVCr!K--ax2BRnln@gn3jg;+zA zG^#@e668E)rA}DyC*}67Z4WP0s95=E`9MhHgdP$HTg2hjo7wAj9@R%^EciANw~A4?f@fvv$KDrgjFt6o9u2J5kf=j`^( zu}7p}W6-X)P)Ol!v0$vD`-4rRR$|K6fH?QUclqgW^DnOmlif|5Sh@*=M6#;fr|B-& zpS(IkJ=op>%P!L~dQ7%`oHMH_t(yv%wj0j_6-DOsKR5&|s|ik=4YLe(14fp4VOa9P zSRI&rF6t_)$koT0O;R=QJ8(#Pq^_6_lbTwP9G#euDV%Mxjv4&@!iGH0I1ifx>tfHM z$#(9n1#2a=^Ga4!H;%N&sL5cv(oqQ=<}Vc^>3sJ#($y5adHkbTOa?VlCnVMu6HR5s z0#vINF)lN(HKNz}*m}jHIkL>%YP~vq0@nRDi@u77VUmeW164B!;y!bci2u zoho+B4RZyUOwN&Ur6bDoaMLp$OB1K+Tp>1{O7fYgf|$K(Rk1CxF$olCaI?_NhUvY- zm|Vd&E^du{&w?x*0FJghgFMz_DxB%&Ws~?kb8ll`IIu1cb1m1=^#;}3xHKCel>Fk| zfN3E0`{o`ybJU@9LHY{aGxRYo{p6 zk-K(HhUeYFi&0`wR%axhgIxz1kEm+NIHuNLT3s|Jm~3c^*)Kh9#0ekNd5P*|d2lN5 zhH!*tGxhK#D)&%z%MD3fXvOlwNSAqfR5BoUz88Ys4KR0S>kOL&z~b3m zLZFzkTs&Tz&TUF%yMg$xqS8=4ZdwhK=*cT(18}mbfCHXBhKI_J_Pkg zn+@pr@)IK#kOc*}VP{~v8{_n^4(Ck?>cdxvw_NH~b4Q#+xcEj^MG?o@i*9M~f$L~YeRgrSXU}=aS z8Am(EXlHPYA*8Qcyit&fRoE!(?;n1RhFf>p=%F<-q+NlU@v)1k?@NkwsFBw@&&p}+ ztC&)TM{A%2a^bQh#R6BKR-9t|Cl(tU(GF=OgHspA+A_D?e&QBt|B`L_qxA6(;5Z} z%b1iIest#w^G6%JB>6={ir zr>;n$*|VC~gRk*;vaU6>=L!bZM#_KGRUYOrq+YerR_hxDahe-3zziU|4}mn9pTG#{ zxL4GdQV^du-^6T~1{DMGile5}xSDL9ReD8O%LMTM;MJ0`BAvYH&~Kj1zO+5dkGfa? zExTW^@X2ulp>fO-RY6eX=MtKmkZl0u`pv}lwPPDgi$@ndEn)f+_6ehQOaM1XzWMT< z2Bp$@O%4{HobI>4xEq)xN`AlRG(@{_WR%yyD7x{h*W%rhNMYJCYdlX(^&0&5aK9`T zVFlfTK0ln9XrmLEgB{^cct1Wf_zOh(eZAeTb78!`hIU+Gt0O>?^GF7-DIP^`>SL7% z+h8g1dm?iF#3Xpq`032UUycwG6ch!qz}7LLAPRN&m;@q=aa6i1_@EKB4uUNlyrUUO z73ottZAJ*!Z7hQg=Uvw9oyfi~OFX=4HF ze=?O-O&;1frw@0BDnLFC@x)r4x*(6L9dvPRzAQq$Q;S)82`@r8!(H^M150V!#bmG% zR%L_FMvq~e8)&{0w*tIucY^WC#M_JFy!^f+watQtNp6nMd(_aMLyeyORUj! zB2RGE{@n&VdX^9U&fiB{TBih)UH-LbMzw>;nY7wf&1@=V*6BTn0c)w5bSddLiYzst1@oCk*tY=fy^y!dBXtu8W0RqD!P3S&WXK= zrsCK}e&z>+h@>2uo-fCOhXZv@f&2FqYpm-#=4xUcI3{kmY2SorBo37^U6x>8G%3T$ zNytRB(V^qbO2pP)1_vmoF$hBvVnL7bg9Y8F8v3Ck7`QM!ed0Arh>7Y=#?s*}Hn?G& zKb>3g$iF)e!^-)Twvnt5;s(btIEhMs30yXJrB`)+C?Hs3qv{dSVC7 z+JCf5AuI3pTTJ`q^BzBu$r%NlXNH#(jBvlnmtLx{dk1;BgIyBe$a_VAEv0TTZeng< zyH{b$6{Z65B(HCotJkvj8=cJx6U}9RU@fIErB??={AD)}4iD6qw@$%uz|h*iQ>d%& zZ_E#Wn2x1;kA6f6ye>qvskE0y-x=v@a$@iNJSS&yiMlFt)~*xX4X!L%;FXLOK<6A8@b zjng|BfyT&=iC((I7fhJ?Rq9{0zm3W3KBDGb#NevR#9d@$I<-`N^aW@LF|<;`eLF1< z8*!cW(nepb0p_zm4Ak-8seJUIk_!ZmN;)VclLeE^d;>t=Rg~!{t~_P1lw!_YN?)b-UU`oppRbtDl?qI3cMzW-$sBZ?mB9pZ&V6NxnIEXsY9Y5*v#8Tcwk*Ek6 z8h2+HpgHEZt#$>g(L+_NXU!fOYp-f6-D8jKE&eG}t+_x~_t+;d73qYEN+eVO>>aWb zr%yR|lJW=#1meUHHHTG@P1R`1R<^UL`@p{$Ck?C~a^$bbAHLw=?B-!sbQ;YaFT%-> z)18p)#xvjtzh)y2@B@^u4b9A~9&F+;@F~;B>t{z9Y@zqR+M$cq?APl|A$);;n!L+f zHw@SOWf*yqevs}-+Nl^_i64h#L&o3BRLroxOZ*a_onS+(~r1!-91F(K5L4HCfwT z-Mz@pjgGfr6@SRFckBoVY5iS`qLIAN?KQk>Reeh%V=WpSD18BU*;xPc<~v3KDLx8xn~ zKIh?v`z;D}R6_39KD|MsTZA|{_KGXDkiqOYyLr*R`qQMDw2d~k zGEAkvK0KSoc}FY^b0V`?v~aiAum+7>#V?g zi-p!h?mPwO4eUw4fnt|66)y99$~)|oV9u$5`R*5OSsD~2lC#r(KtfRvh_c>j272~q zOn`9LLn!e_hQg5~X-?l!MTBP+ z+yMv4jDF4ZcF`4jD9mn#@^!`1tjGZi3S_P7-goOoMQ=EIVi@2z`OIwf&6Tvg=GaBXzWcP}G<}quyM+&<7Ewql zd~c=@Sx-&|i|>B%nNPGeoXn;N#Oj+CzW6K+Nh$9Uwq?ytme|BYW57F_D^mr9C+|)~ zGpnJ#^3<4fYhrv`*)4s&#p~H(7VmU+%XcN(Gv4`uLJDotvemyuA*(n59Fo!cs3gbq ze=fy;g}S@G0b4K`YxW>o^S;E#&udnMeCj z`)P`P+GtE-<4255h4JCSTPgLr2_`cA z+ry{@&BLwv1Zxu8K~LcS@P{&qy9gOj=O9i~o^p5Phn<*Suyo2iXV{jk|NiBP@kNzX z+MyH;j|XhC(X1?6viJ@mM)+9jEa!@D6eBS!^xR!Zd`)*Quig;#6b|jkWx_Oz?G^rY zrH=dg&LE2m3kAejhj7!Sw_6a+??1b(kfgE%i!6h0!`U*uhmdx`X$`bxk&oz6I9W>| z1%|AdJ~6wwcTw8+S#w^K<-XiP?JUs&q!5{kVD~8vBPR)g><^9jopr2eFbiHzgw2;~ za;13?Kua#nsXDe^VN!+hzH;$8%6Z4KIQkrFE?YRJVH4Hfzz@8obI|wyt1q*Q7p6G8 zKgj+jF0|PnP=H!MpcGMgyqy^4># z`+_6gsY~0kLTH($t*t1+zXA#}z@Hxnu!FSVlJw?>19Ujj<9WY2jeTgQOe=V^|b@kzn-R*P7z__%gaAQ&Tv6;bNm|jsATN&uzvv%o^vfv z<}$^YeaI)x#?Zf-MBI+HRyhMD)YM+x&iWZ1fb2Gsi8CSsspk(9w^#+F?!ef z>h16%v(Kk?d(W=#vLo~gVe-QSxjenE{cS^%-VE9WCbYn;h@f7s;_!F~mhX~8wd6E3 zQ3G2NIUna1sO;j;^Xt; zFJ5i#8a?_Mv7*wOjF#37`n&C*4!lD2;xu%(Av$7C^(j#4OLi$jOG1rjYGdT8v(&ugw0jF{wX_ z1E#M9Zgt-cYP2)Nf)OCb)i;S=Sm`#Wp%3?u{`ylwEj>R& z^3&$e@#4BEzJF3k)1Nh}PZ+Mdf6+O=J3o3k>|VLclm83(9KhqJxyMbd3Z|AV2?SVdu6 zKGPF=E-*V*m+fID8!0;>?+Mu5dxR;A3EY}0=C$`x zV>wB5L;cc|gnkHBXXC4!JqAj` zs=-JGJ5u#`*Cll!bye|k_BEK)@6-{kw8wD{)cDrz{R6d+Z2{(8u~-%cJ)*K&h2$x6 zQf>KghmQ}GZ+fZ1LNwV%N@-RIk-D5u`mNWAFtXI7QuWc`Pu=N!RC(E|9OaXP>tY-W z#q}2UEgtlN;A3^^Nvihx-k{!c{U0-&iauiv^?|;t&7&*pa;78ZLxUhvr*Cf>BAftM z1`uUN0S6_FabMOzx{?^q;-MeSe!2u5S=`mx7*1ZjUft-_0u% zKm_#;Oi29CKJIbyxnKaUOQ8z@RoIbzBC6dRU2Y~S%8vbn%6)!`QTjwiKRLgJ_rb>q z!=s(4K1w)+<`Z+HVx_+;z-wtX9JD^f#`{c$vf8CSLheXuPT#~L9etNpEWV37jbaiM zyOEpMqHo|hv~AATE~WB9GAO0eruwba(|HM|FV0)x;BJ$}B$uL?wx=Fin>?XSk}b39 zsX-@yZNJ_yp&G&gb4eR{RHxj>gRxG#Up9 zmg^)}VM#{?cy{tG0gmv;SxGq6L)gDxlyyvqca?z4`_>JM&mM?a%z3hnQdh)??UT2j z60%fM4R<2!J3^&PNrf4bhO`F0&^r|FxOHGizTr}pt!B`Km*v>!Ui6UE#B`(Z7_G9l z6%F4zYTHxDT<0P|<(;9l&BYb6It^S1@`oPt6f%x89AP0G`>P6KO@S*<@g)ghQt&5j z3#lSdeFXvaWTExxVe#N%jTte({VgUmDTEUBUw=otIegAJ5O$pQ0Vm?B+d!7hrHz|n zx+w<8DIa&9Hg=h_&|f)G4lePl2(~z5?SL8e=N|DpPF(AQ*{h~RN)pX#z5uH9me1VL znfjs@GlLD~53jPY%C7X{`4$)kBPCOJr$YQWjIG3S@GCbKoI-w~F+iy~re$cPJS!4v zb+P-2ky6vhQ&U{J;6y6)Cj5$vVbrMl3XT$|A(+lgcc>7YM$ z(LIu-Q>F)12p~Q;fl43Lzvr`RC53frNT2rzueh34qS;~12ZU8nUOC9%G=DhH;bBHq z{Qoe&WPz2Yp|BhGA)HQcqK6jc3it42-7CGdBA4rSrz^b5X2EBKLxyGlEqm0n&y=S7 z%pkh|%S6p*Q>v3{ewI-GtpX)MBBW>^(@{6h%BeSWRrE%J!f`asS1azDnHh`eahWy=6%*%YJJif0yzxcSUnN4lQL+97%3Fy_9? z=QXejN<=4-*k^Gqnv1YbX=3g2J;MX7DeMm|gF)%<>D#o`v|gI7g%*5y94xri?P+7i zAhR4^&dn&DCeY7qw?r*dz`vf?WBKlxzHzm++iA9v>4#ddwNJC4K`IwX1$SPT#Z>IB z{zo|dGpyRbI6fE9%~&+A2a$}aYEwnz3pJXehvt_ii!xk4qDv3bF}eK_uc__!?3}M6 zv`0IduwziiBy~{Zc(}*`0-az*C^RSFET(m6`WMmz#%M=uFT$0)Tb=WS!3AeYLesq+ zA~TDkHPwhrHwJkVy>oqOFzro7#SLoWOw$po@mH)g)l0VkvqN!$3sSWUhFDW4P-mhR zDN0GiFgqd@(PE@<`-KDf9Ak>l$5go9X5rUK8{X4L~XX5mS(B#W0DTJdnD32O3l#7v#Yc*O6%)u&|S{?N0tMTFFoOb(c+R4}E4d$s`Hxyt&f1 z3h@yHfxoZkcKmNHdkVU;r*r`)m(&l`1|4htqFBt{Chd0o9gv_u_{k5Yb$%9f7nYFj zDqpRPJ2uAfb?TZHYxt!ZU&y1#^Wfww#&WPHhZBF~cEchn2hdCW^l2VlH-CKxBU%1V zLhd0Oy^hg<#o1W$Ht7z(79kv54`7|=-)TUqN@G1>g=;(#bizlyFq&`V`+E_93(vR7 zVdK}`3FAllnlS?5n@Pa!bd&5#b349u|9~>^$+Xk0p&L8!j| z$#>T73%S1#ls~c>5lYvqc<_~svPucx_K~lj9{O=|R&PS&JbnJ7qwxX;CJm@k_&JsF z#^c){@~S9B({Y;P-`AS4YNaJ^H71xd0_1%3h%w30>t&QjQCLdeY`Iz=;Y*dlwOW&? z`jq@K2lf`mq+c4dyr;6goTJgN%fN2NcD1yqc|(AQB|b$E=k`HXc^HJZn9Ljc>edP;COGhhN;+xo zExXt;N0Kr8HOuoLm{gdXkA<`I$rQxc1EtW{e;<&x|I~ug+reBd;+<)K(-D5RMqXE3 zC9%JSUBLA5^LB=zu`%i3Q!MLnCqOWu($4xdI1LVg!DI8LiAL8|qF((-9>>Gn?ira; z%K(6sz!VYJGI-YN8UcBiVckJ^NUS;$^XL}z(PJZNhF!bEJhJHEA9ylF%>VQ&M?d69 z3Ox1R5br-xP$4r~v~yeB^u~$p-9x0c$L`8RcbZ}cq)z`hM*&y!5AEFN6f^i=Guh%# z5|U~hQI1(uLT5SaD_#d(LG^lM53+dTQHE1m@up~m$Usi;PGqnnVmyzu>h0B*zt-4} zOWi(CxF1G<1}HqtpIK+VvWh7UA#*h4G%mXgjqAUQ{J68D5VlZaWqgzX)-`9>&)0U% zh4^2~r>ixlY6S5DTfkr*xgSt%C9#{zA#W$Os8k6hOD#wBEzaDE4BM1)?Ra?S1QP~K zzae)K>GHiui9BWtkn|7lNV+ec{}GY|Y(%~Upj;;lpr=2(Sq@4p$p@W`=BzlFDfT-M zs&>rJ#g}+Sq{s4SgMuG~wi*QWB>Q9^6vwQ+-4>l-K=jt}y@PON#&a9wdpxa22OW6l zn<)Bdt|@HW_gshNDp1Luz)_bA?gHDovb=9GFHBV&5z+44HGR((d=pM!i-2str^GT$ zk?~_^sc)hD@__A@PcK1{(`i+RDFsN+eD)Vkcp~YHL9rA!i*I-5-c3BH|C2{3JTCR@ zuog;bd_hhqR1C{yw?E6{Xn4&FY(|1(>XcqAk8eR3v6^OgkP8q%6gJ>7LQv;cxY-7BiBEaog<<>Fr%y{q831UT|2)t*@@hQfKjt5*~^ z2oB=fZjDOJ)o9UX*<31h5m{R-c&Ahmrl`-1P@PNn&ectM{fp2}(ra<&Y}56JdHceL z^8~?bq-wJnG5s2zZ7t{m)gXbS&ab=aU3uE%W3YlIqXNCAhfKH$9)nVi z<7rE4bgxqPW!OZY;>}ueg|&3~Bs7#i>yjh~tA7R)Ti-scxNkZ|s6M45+Y)c?ga-th z(*LcwV!tA~m#sstC3RLR|L|@QsC+|+H#9x)a%hCIOfH=BbGE(Ew5w$4PIh;W;9Nn* z(&_c0JGsyb!S_H@GL$DB<~*JAu^_C~Y&u@}i>0;Ai6k29(FzDg>#%laE`n#t5T!ez zb*>Y;$OISBe2O*bHIk4+#p&;KAFsOkGJkMA6&JCj)fFF4SWnwuXs|@0pP{QkOvwvc*qw?s>JIj8s3hu}4TiB6@X_@Z!m8Jz) zz(H^EMkhBi>nmNfc3)a}_A0`pg#*#RN}^Uz5p0;}bNS2u&SoNoeVq{622O=*6s&mg zAlXeO#1MW{)}>8K1Mq`H`o%LdH|s$#9Eo>+iRm6)wO326;$1q~l;X8ueKg(nw?Xad^R>JF~7zR9nz?r4K~rGU0o*0leTE!z826?&bv zZm2>^S_mZ=QM(xkz?tcd@!nf!ZS^@;f;V=upRe9b7=Ufkq%AP=kGh_(FbZCVEHyR+ z%`1{gfR{Q!x=)IFxLV0bOMX(Pd#q)40my~EomxZn+Pd6@_oV#XHdX!<0{OHQnb z(3TV#k8z0B#w3*u+iD{;kTy^AV%B5zc>o-d4=6$ck-ki0@qb=v||GGDLK?#+Pw zjbO`ts&NdY734ZiyAccQ#$`|6>=%^63BvC7&DcJ>#*uqQ)Q~AE=2?DK=P6F}_0h&BOX<+I5W1c!WCL#Xerks?~t35`c0kKxFN^LWO=$t}WS z8WY{;U&adpw5up}P37OqX)bd5{Qi=hBH51~ZIMla>MF#39E}Vh#a-rhj~e`$ZtY|x zKI3wC?cY4y$8+;y;>s)s(5-rHsbgP6tKj&d5{Z3#gNq;aGaP||nf$aaGQhA&HkNYESdq2R2EgjvxMD22kFlA{S z0%6ry+JinK1O{+tplB-Zmqdjr>U&6ZEJMIRM&EF@EwF+j96O))Mt&wcgQ`lY z5y4Yd#T9uH8WSh-#KK^xMM*e3a`oL^us*G(2hiR^qu;>f)rZ8{Zp3eL8GAjSg%@B8 zcS-A9IGLs-&iwqWq@XR!heTF0b!?S67zZ05)^f4i>p$)OSWo$fVvdcA9{Z1%hR3Yf z+qo&@HIZ;T`spfKyLiLmZ`I{wDrm$KF{r&qu%xT2BWa-01G<<@6tSa==+Wjfgw9+n zvyG2ycqeia?~IbQrWDaGXyy1`ud32~t0HpLlV;D~myox>j*p_F{J(6VoSNsthms~Z z@T60MXbUn_fw4Yq+ero%?MWj2cZQO^3b(2oyT?Jk)}Q`5$Mot{8n*$|j#N3hG)Y1@ zsj+i(TQhjasYFLEmy#-)v;!2rhv{T(Gc!*P{e#Y9?EkfHv1BO7YKCtGp3au?)2UxB zTfh;cd}V@Bz->R>pD;#IC(ry7-efrBdu8O#1syS|z?FJ{uVdQBNApj&Et|&yUQAMK zS=^Nm8r;|E!()B-`SWs>6c!Z4`_HxDSN?yS#oW2I(;K5}l-Sb0{v1V*f_3wEdZ*6L zvbDQ;{4taSL+xJ7m>bLW=Y-e+*U~ZgWDZ>rBl=DsUn{y*@$?eOk2Q<^6grjJc|`#I z9+TJV)$v=Ttt%Tv=$ZQkUbX)nU&Y^TrVfJw14ap6^7Y}U3(5jTGK4>Xl-^#PRjOtH z^IBfIf-!+>Bi~K22p47i8{@Ahwr~cOn~LRZd5gRE;Wg6Xx2_gwlTkqD<$9(eh;yag z>GGMB=qD5H}jQ^Yi?Sr9^ZH>PJH??o?Rz6jYzF=zVXb$Ih+6lYc^Ep zrB*y*_JJ1*zsh6PLbzW2Rjpa_tM|!IhA>c4+y*(m!+U7lg}XBZ^6PNNp#|d;-9i`4 zM4ctXGdb$G(Hs^WLp0y*;{jby2X+8Kt?!K}b#N1P|E8rCm99|lh|jUpXwP`6g>D*~ z%R1F|kyDn#A*zL3a?S>ww=mkQmp-{}G&y=d*EJ&=3pi^X>4LTUTE)E=;4>{Wcc?E3k7(_rD+umm$D6ls{|VztVW+pWLnoYy{lQmIO^)S1egILi;w;il+!1 z>3OAU#s^eilE#wuMjq12FcH?1Y}ybA&6xJIrSfg9 z89!<^K>{He$=1<8Z z5K5NKPUdf9G@97)v16d_0#unYS#HI%KoG;t2-{T5O`v(?`Gg+60zcdk?CkSxQTK@r zLUGlW*6>2?%$iAMH*U4$dM9Zg#dti;v?mNfIH7Hxwyd{}A}b5tubo|&aw)p9LkNF+ z?K0%abHT*?^%anW9OJLrr^?=mK&Y*<;i_>{B2lR?7=k`UGGom4=nnp4>w>%B;`el# z$ZH5vxwXq^ZtImj=z6Ip_4m|M9&Dcn5K{$iR_TSnd+L)m5f zHOH#}-Wr`we2B8)<&{Pwea-^;SzTY)jPE>3k9yE?3Wr^>NccOP3lW*uT?i z_*PeO$X}69fLT(bk;2^@hfjx*tCqq%H@^vsea~IK1rHmH6EiRk&HMmT(plW!oK>xO zYQS4I0SO1AgU+{vy$WpW3L?rfSuBt#;k7f7Lr96POUK zQ-}WU8{@GDv`CZol1OOE|Sh*A2Dz!)muAb)!{DfUV-i0phQ<-r3Rpee+jQLe+Lig@dS~K%++QJ zQQ_t1R$2g$XsQdYJBxq^<2w^2cTicTJp$(ze_e~ z4OkdV(jY#l=LVtQq@O2DY<3i#!4s*M|E^dHw;7k@3V9QJ`S8y`es@ysC>fecXO)~; z_!{7Xd*~!WTMSarP=iIn093ADyDUB#1Cpx!)dvMh8@UDzaUp(JqS9`g6 zX3=9_8g08Jz7AStbn_9Vw@Ba3-+ukJgZcnaK(D_&PhUR0-{Ut$gaX?(I1uhL&kW;4 z^XpRFx~8lJNgd<%oSL{8xaf2IF~lLCc3p!A}@r2Oh`Mr zMk^acJs)u(nn<8hT@`8wy;22(?d}%)M5LW8R$a=&f_wN)mO?Z4Dfs;LBw@Zw>1+=25AaB^A)u`FY*BUMd36Fd_u$;!s#M?r zgnR=(IN$8rXQT$R08f^KYL zr|Z@j!z<=@&L4o#D{yP4AyRH7OdOsFFnv46YN;=;I3i_%`+Tw0a-?ZDi)I&c8f6J%@p=t=PYs(ezm)gbkx#6I}@ba z!%B2fzL>apv6!S)9I$v)+Gjq2MImTK6Xi#vQkiuX^3JY8Lj0T4`F7;uWIS#Un< zpU2bFKptY~dKl|o_B3L5I9aEi!( zId<`16)PUiTR%j1X}Gz)mP9CF}VBIe3LiET~~F3Vv%AT-XJ`w|Jd;f3#8y zm7a{vc2v;951^L(CWT7Ub>XqDMNV3g(<7BVOFma<0EM#tBfbJYCtjc9OBfK!iTGH0 zTrtrhnzDI$D3!C_Bk98jCPv%`@cCe)0EI$rtTH}=8hDUiYeSJTd124Shg;4 zBqs5$VGTsREjz5ouM?1Xgp3eDj=~hXIQIpdLp%zj3}2KzFV#8sM?75im!QkrJK($Z z6_0iB;m=+_oTpRv>F;zBF6F7+glFl%D5K>`_Vr0vZq?j_&!}AgQvH8N0`^;8DYc{j z@ZSkqE!dt~Jq*2Nofwpuxvh>xQ_BkiDp|TAUyR;<3$JgxKy>R>ZCItn%lXexHxm+^ z^G~`tbt)NL)+uZ-)SvJ~6|Yt9o3hbunK<4W^tmCjGxZW(v`>M0C>H#rTCGsuRGu@3 z>yN>%PwxJGbIRQ$N4-Xx#s*;6t$IvlR@m4<0`(SBt|dyTvOroN&0&=rga$p%u|Kw6 zJ>RDbUilB%KE#jGi(&IYfFz<#vn55W`_uE;mkM~w?jz^~0JfV{Dl?kD33{I%!ar_l zopswLtjyxV=iIBI{si}LQ+QUXDZJ?AvpLSi))WKAW3o2 z-dwskUzhFuet37LHh_g^YU`hx4g-oX#mO0+Q{-Apa2v0Z`TgHP-TfdRQ?p<$$r|%$ zW)t|JudDSeM365L@7SrO?h%C(><@rIYml3a-L1V4)$VD}0LLjlR1IGYjAh&rfQ1fN z4;@JKCjK&qBqA))!*FitAgVIiAZE*GlIXHLS9ZC*IQ2VhB4X0J%$*!0(4Mwv#f3A~ zq~ElAfXixMJ^MDr!}}pHP!;rhEo0S~kVv@;i>U<7MQ(oozGbUO-D=#Aqt-*q8^pGC z3>85$c02Xc8}b_UJ4L71p%Nj=w0lhN0S&*Q@v3JxtT8NPZ{vxtn=XUwu9xKcT4P)- zMBxG|C-zoNRP{_-*^e8`nD?1@Kq<*G$Z4qko(UQI=7)M1 z)rQg034#}?fp(Xqjy)}E=|CBaqR#4n3*@RP1(s~(TE(mJj_z~K+pUarMes~_G&V%t zN;(VB=abmUG{U&8&X0n~(sJSP;i;-ms54c>c}-jBngAbW4#j}|y=Gdp7rwwfzKmT4 zPIku}L4}r|0p>lHzU2}}zMF^U2U&Z5k0@z8TN|d9DrjdAcQtslz+p=9I`nAtF1Xuy z{p@u_yoLlE$s_2QWJpk2U$EZx!2_zJe!5k&M?XAC^yrDS?M5(c!IhHnrDnyih6}fQ z>Nv4{z>CuXza>XDpNf2@SOCR%$3M`Rt_%%^*kHlT)4)?>jY?RNjO-FLZbQFP{)uC<{OwPyABF zd$)SfbU^FoeX&4xyfx{Saf!B3b8bB~*&p*G+~c~Im9GAQ<7!U zf_hluQ>97TRNU(TC|y(ej)!|6^wxft4h_Dj|5h^M4< z3LQ|kg36GlLiQyGa+jff$4g!9TSyGO@{(QZ142I3!FLi9^@bLkI;P;lZ~^-I;MsNr zKnj9uxXQV?)qnL^DJWFrrXF6mG8%(!s98CCL}vF-gKSoSKXqX?^Jx*hAn1%SgB$y% zolPX2CM3ekw}LHOZEb+Pwf65Ct*ansOK&1K(d1sM;+AYZ4;sl8tg;Rd=Yc)Rl|$`o zGpe0#o#~GjK=xQVc#b+5z~H?2!~?_AfKoWH`M+sMOyC3mN_&|5f2c~V#_D5qP?4bi z5<|JvWt|J(t^=ZjzdGS0S8H~cVB(Vh&4SQS#)$}*ZA}v#jjR z_}Lk&P0(~YRX?VFn4^9>U}iUZE(BFYg*K71B-5hASOe?!b&RH;>L`NmhC_VF6HO*D zHw!1|Bej(FE8RMX)yI`I=T`Q+=QX9=iM2rX^I~YA93S+|Gnt;LeN?#i4hNLg8Wb8N zOBx7XiNY<|D!a~R=F0h3zI7Z)itFY>c-d~@0W4j!wfeA})(_KzSf>Gxdd`XB*Su!B z*vw^nS|FA~@PqA5r@R@K<=51Hmomo&mOKbF44ha7JJII(8Xb}U=dUm9Ca%VPSS0KK zy_@hQr*PqfImxRaPv~3nT|Rv;R*X{WC|G%&aRW$c*q5?5*tUoj=6XB?^xOT5Ydz=53R+i;~*YpR&Wj1)r<$!N$@Cv4A2+i=V1ymfwk%iTp9xq+?Z{G3hWS=lQe zT~8Vg{pn0J<6qUkWZ91vhN590tf5NzVtht%N*k{`A{Hh=`-Jo(v}>fA(OLWlbFp}1 zN;?Wf!_)Soxi|T!otWZynE@v*#hkGWIxHGP^dQ}H+;BAzif;$zjbk^F$Rlgswki?h^RE2IT?R* z1d~j9rEwtsVvORmA{_1=U3wc%HL4y=0SJ=31{@!G`2R<6vNpNB`ry{GdgRy84a#8! zp|nK_A2iXpQuOzms?7f|iHB2{!IO_>fI79jp_9DI1?`)ST*#lVDNW8mhg);UcpO!6 zYaVu*?WV}Wai6@eMpIaKg_UZwtNR5qr}_fB`p+8X6Ml8+lAMH13zFF*l;r}tq%JA< zun;WEZi-D-R@%VWRx{Ew2^)ckb|@z2j7N0~3i*@^dYhU4(`mj@oQV)U3h0Gw1~?>L z$%9D>LUnpmYr{uAMix*Aa%ZB*%r+Q?u{2{($%sjlLKQ>v7I5UJm7O@;cI%?lWUMOX zkux4WgQGsh1Nt2FoQMJXY5?o?9g~d`9}}wcEcd^m_tjFX(94zK7TnKXS^N&)v?9sZ zF=#{QuQikaFI+>sZFYa8lL+;U%d}PdDPcuG_tV9G#mt(Kyh<`!M5q~QV){2=gBn(Q z45i)mi+3#|#2g)+j`-IEBJv1HdUsw88n zfmj?ACUXpB6R7Y|%Ok=}jax}Ao9OHMJpaT)KwpK{RKg)*{$wJ`LR<(UG=8QFGxhW3b({ZU z_}>{#@=mT_ZnGSVfSYVVmogpqPt$k|`^m3&V)4Qi1y9cr@%}__-f#_qZ6eo)WQv?@=MHg1Z zw0jv()8XbkU*}+!QZeL^>(fG-`*<;OErW*O4c+V^AF%#ndsh(ww^I2~;I0c=l}>#; z6Kp*u6lq2hK5Q^uIv5&gqCd(`QR5-sRIK?V zT92;?G!ASj?z*H&qIawSo5;g}?aqJeDkxa}pR)8X z>@#$nK06}ynxspH58ua&-7reL!Z6M!pCvj35Ir1Rn~2VfAHj^;7Jh;CE#r$;3Pe4{ zqQbh{!R;!ls_=*Byho|5M4-2R=_=fUR2p$rwf_H!DKBbK+)@eV(VmNFho}WI2LGqo zXk<2Y3|>Uty(W~`7;o{WmE)%x0Ss)hxr>bO6+*&kTBzi=_T(o?A3Hfe0@n=?I4+P6 zw?CB3ku9z}uF4JQACvOXafHi+mH+mzwqTD7?xtw7MOUW7(KFOxl9ok4#F;}XFL9@d zfDHv>;4_5MVEY=T$(@H^EOVEkP`22OcI0=)uECdd) zI?f|#l!R3X@vyOCW#$_nfSRt9s;BTbChWFRkJ3M#XIQNV86~QztaW(3eHs$_g5&kQ z$GWC{L7jZ+Ds>;XhKxyaXtcs{P4c+%@8Rfrgq4tObKe8I+nF2f?4NfI$C^Wqw+0N( zW{D?s7TrCHoC!(ia}bc=!`l)7Nt)1d>T}FPdU0bth?fMVps!#mkYJ(NBJ)xxj$uIttci9_ss;n4X3Xk-;-hC_x=H>dx zXE?VkSoDNbRb-?pFuS8FZ&XNQOT87k%N3aYUoN3)hySpIet5?USiG6%B^Cm(fM?%@ zF2B#W0hCcJa~*On+E8Hn`|(GF@<@_@SK2sz9VecW)FC$1QBC^oLU|VE-lgP0sMk4{ zH>r?72ZXbSc`=7Tpglz+RYT6T*wfH~?21L5UbX+sXSWZJn=P8aZtjbA07T(Y7n_!B zsFasJmZXHxo^RCGgA@Z)Pt^e8tM)esGvr7jNQ0Y!s2pJX+o$nU$p3f1wW~jfiE$ja>wZt zPRdEq6o-Ju!L+Orx^N9J8-6cbaIMxpNWK=1fwy@PqUB1E*>y_RMi;;RYNt!S%(%Md z{kO{DE_?@D95_UptWmW=oqo=L{)Ak`8nD%l^yAg0)qFg0&Z#oRB-u60XCJ~^-5(!u zFD)CN@W|Z*&EbdkD77#B09b+d03Ps1$(kxq`X-hD724UgDl5NQ)>Jmr7>$T^dL;ZtwdCeBWj^ZPO5 zsu}j>$^lfAVv{f`h8_bBj889 z?R?pEjPEWc{qrrW*iW_K%9sj;T{VGSB@I{4>#4~T{~Sf)mpzhnCEMESnu<8+xhyNP zfVP#0^@Z@h`~*D@-7_pZLUryh!-2?BT@VA!m6OXnUPp)f}MH@NV`ZND> zjtu0W1Sq~jKe#dJk`EYTGL$|aAS#b=X4$MbJ{p^t3ebifkMN0*OUw09*6u=`xcSM< z*C?_JLycIZe<3n@!F1$JiqK3@lpD$yh?>@M@Y@A52M4x8Azm+zE`ap&!s1f@jQV;G zr_~O=n87^Tkrhfc{}2)LP)XaNg}m9e0bHhYn`Gh9Ke+X6)OCO_`d1d2QGgQ&nxpy{ z-KmdTdRqt_|Hbzd&f`(uWJ5ca0lKPx-NP)yr7e9p-BnH%OFlw>vr1ZC`ZkTM>r_?) z6!iuu6%J6Ett^LHT3EGl9E;_mb(dM9tpZFH^iZsy7pz^xgaUsaU1eel{#Ml(P}{*I z(HZLVVUsNRFr7Yk7;opdX~*g(Z%vm*UGgtkS$ofk1B^4&vqa zo68gJCCOk8g)rPGjE~RcKN|>>M!@2xq1F}c=V|5x z1kA*X7~hQIXVh_q(L3(OEn0@BZ?;S?SNz%=beZIOuHLEuw_7#(hR5?8;eZR_?iCiP5Ss znex78?0GVN$c?Ic(G*eDWmZ^F3ssNJLV_^*W^Ju+Hs=7)C7;vaUAkJQ=U)40F8Yum zqyYVDCHnMul>fPNPvb#SsBmOHb(L35Y^=r)c6Tz{pu%0eQ*&~#frB(hbDFlF@L#25X^ z5jF2o+#1ch6Z;_2;lTKJ;OrvBbSN?(KlU3v`@DhR;H^}Zy1gwCuht39Z{+AuS*rMz z=qHkQljLzbH)H`4TatrL0@(ks@xgi~ktIL?ys%EewTHx)Q$TPtR3{JYLCFWALQPzy zaBByOwbj>wTA^n$dR8AUZl1E6D)R2#rH#ZnPz znfc%8Ckb)g$tgg-H^(n6!phq7+CJ=44RoLZLwV~TB$g$?CUoKS1JoMw@vJbMC%he2 z48fYfJim2zks(${*@u#%t6kUVL;u(?W#dzSni!e4pVPf0LFwZ1-L%Wn*;MF@bga{ z@?2~B)M$v&$~w3hJqTzv82?Kz*2JM=xT4fvmi%23n$UixWxZBPxW&3|!wB-q1#yTm8pN+6A!XaMME}>Jr^2V2Rt~ z;6PSYH@Pc!m+M%gSB>(w{G1c{du{np-PrrqVjR{jj8)4<`!dfW7lv?J_oft}nBK||0Sr?8HzL?1Dso(MbSUr+gBHUzkrs3G*V z+M>oVdFpQ1xuqOpBb9jNCJlZ^M>JF^JyD2c&(lDx%$IuEXp==o*N67HIybsfP81!U zCSB4_2W=}NN}r_A(D2%U?DypCAeB7&Uuf(N*BFU5_=i*?#|>cfo2Lc z0PNiKR@ol2^6Rs_q*h)<*f7y_f3b^EFy|HdeihImp`=^JqCY&G*WB_4)i;! z%Bb#Mmv#f4Sd7u=T5_4WxRI9WnvCDw=w zG24}7%|Ez}#GwA(7yPw6_Hz6*LcDw~NJD+cS@8>CX%t@f)3P4m&AUykfEUu9t<&CO zni?L*JEu?X>++xcH~8gi2TJBudEr4j(HD4a%@32?&vU6bB-Z*N3^A{e5v9B|&d5#w zG5_&4-nErR2Ec&FaVr`$WkS>YN;@#_MK14|5a)k-NQV=DpcurMoPJL8p)d!t`oq$F5Oeg65E+bYXEXPIs}x!f8-3p6dPdiBh_I z)HtgKET5rrmx%J2L345%|M1P*KJoq3c#0h63u?;=K`mfC7PFG%~{7Qh^ShkyJg?F4^tq= z{qD*)1}q6dYy$0V7p;rM$YO$MT}Z`u#V9Hb(3QO$iV1FvU9YT7Wg{UrC`?;T$>dB; zWXcL&h9>K&V2{0avEyNxj~}n#A-=yLeo4NZ7p@wmewM*!mgr}qa~wb__yId7MPRSV z&TsU10{i+p*Ex8JH*K2F*xrYMgSmMYjB}VJQCtMk+~mEuV~uc5?Lt%#hKm&$vBTwr zkNvKS#k}BJ5YUg?(?h+s$VcUPJ5rALQH9xe%h1@5aaIdR>@Q>2idX9O-Z&JJLe^27 zU9uiqWpV-iG9Cn3txdsKb$vN~gwM{vATkME)3z+pwK%6N&py$o^1^dy-N6GDDdN;) zOR7%Xiwt5fBr$aw&;w`*MVFNWGWyIzX6%Cm;2tu~d~tLjl;&&|Kx;f*#KnLuQxCi0 z{M3ob(}+$H^l_Jp!(bf{smx_fzM{S7cKoF!q6M|XeeQ)z@ngj#wM_MQbBc8pcI+Dr zEEDV?CD63k@co|(5VS&jRFwpjWI>j`S~a<{m9wosgIFRPRN&1nUZ&_1pia*VKBhV* zZq2wsV7$`z*hQ_QRE;l)gA6*ChYWf^`L_K_@XQ53C{ga69*4Sf*7kF%VGy*!KqoSi zgGSV8Z=+=yXu~M&uNT8xf5_5 zZp$7e?G+zvP$*iN(3Wi0t4ygcIaapLIsk;*5c<|$4>RydjX_W^T~XB8xs8spE^Wrv z8`Q=0L?Bf)j!0u*!!uTHwmPJ%fOns{b4} z@)xFIEuC(a*YGTj5*w$HA=q-6hex#Mu`dMO|5q^;5*uO<~{z`9Is$+^Bh#M#sXs` z-SrI`a;`--)IPJn+s)6t;hGx>MNFESBC^Q&q25Ow!5qP4h9m2f-|_qFX8AfetSa=d zCV9Ar0xnr!%nY?0Jd_2O(r7_DWE`QWb|w}6Z4D+*FZO$agzckn(}A5ubCE+MW$71B z#BAK)5rPjoIQ-Zx{s+f}jkvfX7ncR9mH6RelBecu_JDD&QupQ|wFMr7rv>fwHMW*n5Zfz)BGR`9AwKIok_+JWG-l10saqd0Dr2XrM1Cm^-`^iqsZlU6t@x13r z233blGG}Twegp&qNC>DhmcB$3#NJVWuSNORy8lF?`Y{%v^{f=_W|6-kr_!xdreF9a zhL5&~oZ0W-O8#|2O+=LM`vdn|$Cc-HHoll7jxxsV|!S5;Nl{KB79#lzn zb2rAboLvz7YJM)A-FeR0+};_NP^F*&Uc_fLF`DjPG|H#-qKJrid<{C~BNW~eq(ExF zc;!K)<*@CuCRCy@nprS2FWtYv-qD73>Czjz!uqY2O9$+nS}8XA{vPTW&j4}6tIDdDO40Zfyst{_M!#VaG>L4CycT0Ti zxsE%FnUC1gOgfD;>$6M+iT#XsJsaH~SsKS6P;zudKCQBk;)#qpVC+f}-vmoK zTm`y0{!WJZHHxO&QdGQ+=l>vD-F1xVuM&TFjL%3087Ca2w{B^gho-e!?8hT52tAB~ zD5IR(o@<;ArUqewNN67be0_(dM}B4EKu2MzSW}p!M*53vP=9~&$$ffYYqR;mN6Q1` z{7wL_`p9wK732GQnso#p;QJb&bTX9fOtORrS_P#kGI;l~*Y;!D4NO&UCJdw=-}ex* zVJ%yX)FNRug#ZhWQ%Q$TgQhXeS6_WP4-N$PK%O*10zD^Jlu2+op|A0*Op?*=j2MFj z=zx#+N#FWLiK*(NTAe!or&Kp3(7+)!s99)h){F&60M= zc8FWdPW??h=OhOAy-}(?K8d1RqD`w$FGxYnfA@+`+M!|{3FHUbK?PEr@*W54SJbZ z<}>fM=;djP`4@V+%|v^OA}j!r+I+BkjvJa#Brxi+shdGfuR})&v5Ou~@b>veZtBDM z>m2=S=!@r3pOeO>v~zMs7)ZA`;j}9+luFQt1=t<-jv6QOPuo2Sy|@p-a-&>b8XueN{!f zULSKN9EBFnMLBHHc3(!S_PW_%NjF5EZ+KU3H6tZzGg}e=VMv{hyL_~|Xj7s|bfDi(YI=%12UwpMt7R5`(CZup{3mOFZaNcOD zt-75#((ZT{wZPejp69nYjaQ4gib-9x@x|E~FTf(hHv(4i53 z!HEyODvu$Y%0GC56sovKcIVeqZ@elOndu{W%sm+%fLsjMPX8QA{N69Gyb3}7(uDnG zcA7S_H?iu0jysj0G0(q#6Uol$3~T#*0oa6(pq|Y;nZkak0;Nylj4P1=!@60wHbGzN zSf4U$*R=>p&N(Q5lM}$BSOaLcz5s7mg&mfo`(aC1I2kA_4$@$H^e#2oL}@Uv3NskU zf9h#3M!cl_dDSdD2yxG`09LK!RWiYo0n+J4R<}K9+(=qA^}-n73&D|+ThGq8Uz^Fg zq+LhP@809B870B5n4u6`+;Vl-nb6%h7_MhtezR0sq0TAp_MhECtq=K5+*qyGGxh;*<@|5QjX|VFuRA(PtBIyAl*bPcN>YMUb{~@;4@eL(i}@os*()rE z0?;c1BK)F1|5)Xg-!~_%e^pQb(G^s<=+0ToqNYIs9e|#U8qfB zC_zSy%;uXA?*LycdS>DeWyJ#hQRA|F>?X<3KT%+|l-yqi%oiAvjtb=1#6SG#k zdRsgKnF_-$Zux$l|8AvC!NVqe?jKgT0KLRq+M{$%$Od33;jFNx4J`-(hO@`!QU zDoH0%`*=rH*a27X$hxTDVK3cL_@_!`{9WCCl&_ASZVL3y1f$;GU!O~E%U+vN(bB;? zrGy5E4O1w}fK;e8v8fdur;88A9m0PCU4(d<>TU~w2Pzq)Sw$+TN6_oz;Idjh=0G0C z4T|i@dIi?jlpXDY=mL_I{qHqJ^XT$?)p_a#R1!eZ+oo#y#FL? z9b<(g0m<-f>Vy$G??&t)%fhTMFjTMk_e6HM9O9|7qH$yUNP{vC0bOsb9z|+M!Tk?# zg?G^_#W24}`E~TrM&U8G4x#DJ*Ot|t49T!={)4<9nIJCRZ`@BU``3|r#kiKs*n}>0 z3cu$ng&`u6Zo?a4^I9oPn=G;{c2;nOws6OB;V_gLk4{d&f9WL+sSrLk>&q{`rAY7E z2xta+i&Wtrn1S8t!6-|U)+c>!9u!?P0Xq)`MB}*FANStVX`6L;O2~O}4(9*m5MLYM zo;MDr{UwJBV!$OOIqMbjR?qu#_wrO?N&6qM`yH`pWJQ}pyrlT3o=vN_UbSXVQew69 zskkHbYYYc`R$7^6-9`}2>tBTy8Db=0@Vxr7i1eW7c;Y$+YO8HeK$caY9LClS%G}BCKPRUGUwJ8xYBNZ8Rx_PG8*&^) zPS+13FZdDo7mp3Yn}?Hj3-SV~E&F)LF{{6Hp@^I0Z20ZSu4to#a{88AE84z46C`;P}!XVsu1 z>HHxmr0|C*=8m1R_pwo0cFZ+NFyVYrQD=xmEHv>%?l&mI#qc+{$mNHsaLcXO@Ra+U z^l1_Hy3%Egzg;)}?03ajki2^~2DWORI_Z44C$F8CRIWh;s_+^t#4(iVCfG7O4y?*4r8ruWFABCKAJCMn70{)0w z0c51quo=4_-Jm4~YpFN%rDCXBCXm-f6`1BBC)faHUA5b zzAKfpHR)FiyO{Y-lUnUdSg6wx70cMA387Qd;jc{k7 zz-f)__S@Q_`{~YNNq-jIKhY=<%kk6FF{y+|;@r-j9BBbCAiIwy&X{3P=p_Z$FXVR& zgB&;}!R8D?L*I#T#_lAKXoFUX4m&u&yabebz)1y3{wZ?OntpiEXr#hean(k$DI=55^-;qWM~uHH(i3%ZHW9v? z-H-01S?9FarF0(&jadB%v!x*H4#mwtvE?M=+Royiq@N%pH}kDayH8F%0DJ#CA`e`%;kQ ze$nV7yF%+Bzw-nEMK?f(&A{bVm~X_kjFIJ-61su%0mbt4v+ixcSQ1p_3TowYuP{l` zt8;F$-UP>*S+?|J3YKiu^B=K=w=Nvu#_J(lLbwRV=X$~`An*$zML~slVgkKQhpp;m zBm-VNl@crrq%*?YLb={@oGr5}_2*9j-L%$kC^9!dO*0|zFc{2?ule#J?G}nELEme?du(V)B2_FzU@DymPVJlGJk|8emJ_M2xJrqHM5U4F88wjjg!m_rf8%Q z@dHyDN%C0Fs1xJ_NV~z=kf3Q0i))u-i2L?A0{Qy{j_W_twhCY3Ry4T6TLbh;hPSxPDdWvuxLhvIrM1-tNS_pd;IkR`=Rx%;)QE}E&Sai zYaJ>4CtKaSKw?vWmA%UQf+fxD2W0x*uL?}1tKNJlm~t=N#emiI{uS3>30`-u587TB z@E-z0gVFyGstvIJE<^Q(L_n7#$E~mqM@TeJT`WCEE{Ic8r8GSDWCTc?Inu5EanACo zX)-OT-b={)p9VmVUZ>Iv6R;Jy0=aT<&Ox3a9Yyl9NLx;8a}&tbfcQuZBD(KK|KA8u zl_)cZ$uJ5#Q)pB{pt{gK{nu%0VYT99cI1xZ^6Hib+sx;9s{JilP#t^FM@8#nMZnP~}WYxc>e* z+axc(^h_U=t)(odMx>qB9pq?sAdB;se_=J>ZCDm+Av=x@1t<+aXZPctl!N6dzVimN zt@6YdHy4T#bJD;R5dwqh?_TT>BgWs#fGde$kI943MJ5541h>+`=GkbfI(+A#r8TnH zcHNsC@#w%K$OVLl{5?==bROC$1^uW#>=LD0+D=WW-IeYH2N$q|Fdwpn7 z2#n>BX*^Qw!#n4hY^@{BSzmb=Ju?MHqP7^CjXIu`WXkgK7e97;j* zoAD7hn29~dTd=44ngQK_mAnDD+X*d7b6o$y5i@=dL3*~OFTl%Pax*7gRO}+s-S}6x zQr-0D3mVZvjfdTuW`goQuq{!Z=&=QF(X##J{xE+RF^S|*E^lWNrDX|ik~)oh02ldV zp3#flCRE#!g7)|}JfSa7yL&MaU3a?fxqwGeqjL{@vX2LJ3oL~fHy}K!=p&5ww>icO zP=^`KT(qVdby%Kr<^FNn1azX>M-)OaluU&s?M026Lz&J1L?HPonPHQ>jf+7Rw(KVO zMnT^C_$xr|Hxyx0rOMlipzoqSnDW;$>VO9S+}G=|0^*y>XrKvgqOG&P0hcLg*6V0B z6{MNJqVXEZ^amizd#2~fYB~I@iqvf@h36O>?8rD=jou3GBx_Z@rS13oIz`}nPb&a5 z_(*>a_$@o^lBC3RgO0@)zzEg!rw#q)HglamJUnzJ-HonX{ED^H{z{PHYk>;jRgAg# zVkgJK&EJ@`H{aPOtfTv#tKk4BKfu9S8#2OW#?gJOjAQnf10t412L`_cg9UhJqZX{MciQU4WQ-JtJ@ z2MoQ=rVYzF$#4e%b-7&tC)t!BNE?J}k|zX`C&I&63y%z$(_-4HRBsTUj$XiEplQT_K42*KDji_PgHoitEO-DwO``WwdwhT z7mW-AgeUdea?U~{iJBmy0|ZNRFkC!PI4aQ5x|%BQz7tJ-DQonBnHhH3kJTOhzmwyq zbSLjX#&JA*XAIa`kMqaG=bndaw#zj-u*nxr0bw`=7Akfzcpu&EOW1@J$uo};&zhquzeAl zj0wBS+dA>S#vL?St(#g@vn5Ch^JGZ6QXQH)UbvsB>^2)uL+wJxGfLLcrZWu%Z+y$9 z;8e3ZJR%Wz2E~``q!`E0ox)Huw=RtA^HIkZaerw3`P0DNwT8zFW`%nnhxw$_yi7Xa zH+86iLu>&xh?xL$Xof*NJ(^POMtm8e8dui~AUoI&>myD=!pXvux)YjiLYV!Hw~UEy ziqv$3FZ328k&WnagN3Dkduq+ylS>!=8IXs}?})yzNbt1x^FXOd={t6T@&9d}Q?x9L zorVG;yP?^%=zN?^8?}u(|CXK!WVP{ z54p0@%zo9x&ctfu34;)7(X}ji_yBybmkp(vw-Z5bj!6|b%RCN7Uu5DRBKU@-hsosI zMGQdEd>Qu#^w-m+zq~GGc=x`e&cVAZKkB&N;pCvg9#Vqw*Sh zFE1;iBB~|j?-8{ZBkhw1?hrov8dRECw5Rts!R*FRdv2&$=!tC;O_&n2Vzns7ssGQD z*}K;5b!T$76RXWb*O{)|@%~t+tOQ;t?j_pn3P_zA!5u@Q z8W3GOmc*N-*jaSYf;R#AiskDvC$HxlkKiZcc@|s9C0;02Vg;AMXNeOjXSEIlXD=pm zMid(C{grZ=t9Df6oF~49V_(GnmgrCK>4-unMJ((N0K6$Dn9;IWzasZYL1gqOklS*$ zX%GL8@I(Rtp&3W-x>?q8CwU$2QOE7*9HJUSwG#u#Ao*cWjS}QxXKjaPf~X{7+UoT; zsRtX+WFb<)Fzbd9rbzK(N1?Sc*kf7Bh+wlIF<_xH?FTZ<{8kAHVoHrWB{usQ%*-Ai zi^Qr%1w}z+eiZ)45kU63)#4)8U?K|zno>1gWndA6bcpWES`Ou_Tk9H>KhD!GuXJzW z*OnCj;e!6IXh)Ri)vqIXL?yS>;|yvs8S>W@;sJE5a*Lj4K2oDLS=XI3u#^>LDXA-T zRopW`@K<*h9j2vrKKk*qPS!MMJiz_OFPie4{|Ag{&KLwIED%?QyHaf+yj5bNzi=+b zW6favVW*;77?Jc1&{|{FHljI~Bpd?4*QV=ENdqIqT%RsEroaZh@tqXy$TPKl+=^FZ!UN0PSS}Ikz~s zfFWKp`VMPLL_4EfE+YH=KHwYkfgK}Ehb-183YE1`3nh+H6^UyhFUWqS?b6N|#Q4Wr zB&V-@1aQ#|{?x6x33PaLOJ4$xCMl1lWs=5T_ZE&2gg>z$I5>MOgU^Yx5Mm~0iV0A& zFwucYSsO*1jcD>m``|mm2`hS*#64gi!QV-*WG9Hi=^*5^8L#sk z)1ijJu8&JI#o{N=`3)a=M>Oc`1+e&(BB0SmAVc?^M;kZr9?57IR2RGa7TZWLSfcIF z)DW6egAN1FBDURY12?;0;=MWdUn&6sZ*+EG%@->lnu0u-#a}Js>|VNFcj8EqpoO+H zYs#)hyRkTW2TU5H&*ae%&CHpV-9Ti_2~7xh61W)5W%Jtw1Po|hKO&2YSV8qwCax?^ zk;N&vN*RS3#%tIBZ$Oa0F@7nzsDs9+&+?9y?CDq3Iqv14iNgr`xa8sj%62Viq_EO` zV$p^qa)R8doX2g4gy2+d(-tEtDm}d1*L4;#*v9NvC*pE5$^OW_)oGeQhlE{%kC=U@ zQKetzHnq<2(iDPw+>O||Plu||mTipFF^QE|^?$dERyjZuC9Md|JeY(gNCfA^@k(*T zYXVWbaTFLwb=#~&iC7B0RrQlz7uo2|epMJ*a*kFU>bgrQLO+T~L?nV3U>->seqp5K z`UGmx#ExMuek$o@L54~eTz0izje_R+K>>s0;SkS}zE{EI8ScRg*^e{(JFtQwX^=Sy z!L_+V;#Sk+7at@YQqh-B_@gLkpR+RN|0YSMAjv@~PMk2o&|B5AX=qF^=QbD;68@4W z-`YhB_M`#O-NHKc(a2H&=-831>CQXFC2<01b%l@y88jL#%Iku*5zMgo>iM*us zmr`beu=ht1sYI1>vY(9Bd(!p89ES&}>$Jp^EPgZ23S%$=W4-Yt{EK>>B9yNwXMz3J zwt{8Zt!=yxaim_!^Mej94!U^frxil zV7b>$uD}5D0hvbcBQhHZRC zyjXeDmmSWEsgTUolKM^GKed-;+PFe$u}&$PQ24j&Qpn-dgj=JOynlmM`&N41 zEA*;#`e(@&cocqYD#jw)A$M9dwdhioJ*xkJ7+9dh<2%{&-wN#CXLr{EGUu@{;SjRh zT`ap8eVBYq8z-GazR(8XL3r7El+>ay&HGwKHu?kSSXBoL z5tO<7SRguCHvewYv*ZqHh9}Dgvp+#KIr2K&D>Hz;D{*2a`*SMG;b*ojMMK7Sv?3kCnY(Dnh{+jOu zcmtsvf-1T8)e*YJpr}M8M3sX8;AJ}tEIaFr+SiyKY7o_S#iw(JNEGK?8)ss7{*??- zh2o)sYxD6RB*%h@*>G?~!;1Z74tCr34JIkRJA&bGpn9;)#sHrKHqm}>KC>>s+ByxR zKqq|JvN+$wZV+w~!cg9E{*7m@-&8Qbl&jCXk)fw~?T>FTb;UY3f=;SfbzZ5VBL;PV zSzmVNHsRZmKL6`m1L4)@P}=kRMUUWE^W6x(@5thmU|Bb`eAScIJDzS?J{n!~Sw<~Q zc;z0?Yjz+kH^F*DpCA);I}=YuyD2hnu!+8``{1PMJ$3~?IHp+M4HqKdQJ|^v7X{s0vGH$jrr0c#Fnpb+UEX)b zo+IME5k&!08;1ct6($E^;tR}V+*UJaR5_TQVrWq(v}I7oZ7LG=VdH=ekLS}uHg@;j zi0Xj&fNcIzK;wMYLXi=y$os;=4=1;H8zh{UIySG26NJX4Ctj0lX|Zq$H!xIF*K#Yu zf!?ixSY&O_+S@j(^G3*4(!s()h$Qr|1XR-~^XWclOaU-qbao3E$LF?J%+m-MySk!) zBL_gT{N&A1y87WA1gfm{y&t}GTQH|^I!(kt$02Hlm9P*{+WdF$E zg48PJ6*5m&^ucd9KwPjS9HS8pHAnSLLf)5MgWO?Rsk|@-LPxDx4n0G39#F45rkNmc z5d_taV#Ki#!6oe1zo++~3yF%;L;%e}&dq1wOeW`K)LE%i29@Hl`?>B_4YEShI(Y=k zGabapmDl;ju6xqN2Q!+VN}_Kl-i6IU^nvCg#N0xDj>@JjifeAvbV^!zz(=wtM9h3< z?x!xfsf3@0N>gyOAA4nXavS)i#lKL!qu5E6)~osOk}}0XFA^tCE&pwBUc17*77d9` zT&XmCKgpoRF|#*{D#pt5*q;wH%8#fto@vse^fm5Vep<&(#J}WHCopj}zqaMfVS> zxbi&l{#(77Sl0Kp(Ye7<*xp;BWM|(D%~`*=vm7ONKslyV$;;dfw&d(}2D-ZfY6Qqx zNK@s1KMs9-unnBK6`;2uoxc~}0C8RG>u|H$x!r5lt0#KPs@HzS%_8Z6_Q)m#Ey@&` zY>c3wi={q1WN}5!W5V1@;}&|BczSGl=kWVm)Lkv{PKwoV)u8-9&OXb|4Lg zqs%Y6&fEvU!Dv{Pt%%QA{1Yd%3-6)oKS?%d=K(Wasd|2YWc-M-j|hZGz*IL4*Vhsfb-LZA z8;9l2ZtY^!A}o;gJ6AnECml(3yXS6ao)}a1J6C-2!-`D`D*rvZ17hxCRY@g*Y$6kw zkOtXEtXgce2Q>^YDv;hG^B0t&b>*Z;XA$!Abb3qN$M$Kq82)X zYMpVU-W&5Z`p!{n_}c?kbgEx^DiIZvJv3+)1vfbxpUR)lwxEJ9!p&4;i9DP*{bZ>u zWgnk4rfTCdk2=MhrH_;prlrHV8+iH#KsZ?Ynoe@r4EkD9->yk14`!E$uc~Iin4&(k z+uVn3!lc@Vw~>{QrkbwNu>pih?SHT@-1?HqFss7Lju|c-oyiT;PmRCs{dz607Z-xq zhY{$~6$3s|KuNJ2l<|J=11W|8TtO2TcYfIx8Ju+N+mB#Bnix493#WWaVV`<^)tYVl)ZF1&Wq7{`dTixOx3)x;XF zhTR%wE1>srPqeSEzSa!qpGIx(boHN{pTsDxELg6ABeaS>cOGW7yRefI@=PzbF_g;B zsmJPlW&SVXDNiuHd^DTU$pLMTE6kH+z4UlQE8Z2AXI29KR|W+3hmXY4b#f~ZO;+K| zhwC1~ILDHfh>g*j@nNe3_)Ph2-bUosMRo%+COg1vwZtqgw)J(P-o^OeeY~op84Ng9 z!MSBHN^IS4lT2DuDI+>CIn^C)MO5%<#Qe$b*X>%PYXOYKn0~gSW$CEa%5V1yHx+T~ zsaganGDP?%^nmfV+L-rc7$}#}i5l&G=6<-OSoSqtK_wHNJR_?*QYa-;1a8spmuGDN zzzNreK^dHZ)$960Mp7e#LA}JmVCE|GQ=)DrssA(8R0;vjr*GZcH7s+06oUGrs-sVO zPqq(`i^E&rUZ^3CrTbI6oeW3Wv%LgVEXa~328KjWQP7v(|51Vi2ib|buVewsC#(bshZUityPp<0$(~ip+{OhV z{U{p~5f@z?jn^4exGzYucYt9bp?w%Lqe@-pT#`4ZWA9JFwYpA{pT_hE+M5VEScW+> zQ9VD)d^TQM(ecx^VjbZkwbp5+J_?rJMV5@nCOt(dAcOXHk}zTpuK)`nI-!DC{{8>1;JIdKw)c9q@R^bQ3z^Ix%JxPI`dX3h@+8-|QxF(=Lm{_LL`T0-O;Wg^V z#9%Y~3edMFqMQz@a)D4w1%z9w7O!XHVGwAm$>tj7#I?RW7+hedt%l&4$PqWTvt|~> z?pqD7<(zxV^G1$>bW(cjkmX71v>P(T^gZdc;iLKc6ltjeS0OPuVn0VVYj+mQ{1YwW zMpnF?4b|ct6v3ZucxoP&eqdJB7TYaV1nx|lLq!?8HNMF1{kO=zkX&e`d@MJ#s=C8A z8!DDWgm^Yw6`Y7mYK?~h8?QR*-YqiMseL1TyL+Zus&^6wgR^^E8t^c_1?NMGsdc<=TWO+NmaS zi=v5`p)g#tAZ~m4mu+dY2MAs|FoMls5syp-ST6;a=y@WseK<5uRJ*AIT8(ucd*|8z z9q}l)$V|h}lLF^+1QODC-#Hr%O*_<|cblky$@v2=Lgaw;U3D$_H_1IlnT9HLD zMszU1i}p%np8sckCwc3vK$KZR)H$w{PaC7nUwy11{Pej}UnNYcHKa~$aO_q4bV@rz zWR=zPtzPTl%AY|qPZuqgHAT0_W^+h=3#yc7Sv8c>aUUfRK#>4NYN*UK`Vj0H?Nd4T z4_F1={&|<^-^|;uf(xrJ`C=g5T$GTgEv1Y_D*-zx8oN-SN0pQpr1h5N z>a{5!kZ-XD5)}0mqJGE%9rSTMSMs`)5|0^9=D04R1E_2AsunZe$sXL#d`! z=YRaI9QH{}J-X)_nc?-_&QN`)z-Jp7+1Tz5Nu`xxC(PjONnDidZ3xC2MET0a=N01n0a_+F?Aa&cQo5g`3&D#JI+V55|ZD9y?O@5cA z@X3R43G(a$+?SXYO-D3k#6n(~jzZo+_+X_*b-qIHW|3OVNp9rCJY0a9hlzf_h_1_3 z3ZD153_ydlKe3g$c98E5uC~%~^Oy1Xj-1b&*Fo#Gm(K%WDh(-36>K^Q0MoE3407Uqo)0Fxj2r&^)L%asf!6`!-#5L-N<&TE*9^Oj z;o!m%yeolKLYzX@1v)q5&^%6+)euDWFiNsV*0hUD;#91K4l(VcD6v_R29({M+1AGh zq;C(92au`!B}1=F0xSek^x|2r>K%u~T0b&Qpd|4on|Q}&!J_w8$B162N#*sMx@K7u zSjo)fg`1v1%}Y&-Er3Ap>Ev&zIrdgDPH_OqjBL}qI)NxJfr!pV$lQ4}*g};( z6Hwl96)cew3aHN1pyY zmB%ii_(j~URNl5m8LzX5Ux|UMD77#B09b)=0Debx+hK7@un|kRN$l93uhig?$?>pS zH9h5b{2uwVFO_DW08KXe@R*3j42_2Oao%y^Xw(h_%H}q}lg4Sw zQtrU98jlq9WbGh?BNO39;;1n%=PHcivaZaUR83}^)M|^IQSh;631>Zoy}M%Jz;WH# zD3$F|rlV!XWV*b1CP^QagLBqS`9QiIDD`A87z$AlGko~%T(P7VlTCJoY{@5hG(XVy zB#ttkOsJ&$n?b#{^&bKix)okZwlP9C9do7g37A@Xny-8g{(-XAe4(SN&9qlbF4Y9c zc&<%BXk(TKLMu}iaW{9;#gnu**p49Jx4CEGjOcgiwXt|T{T{9~)6odKrKx)b(c+T* zM;kfHC0XJMJ&q!YM7B}2Qsr-u=QIw2zEd%Yczq<7-gk?24e4yplBvB|{g`Fx8QO!~ z9PE5n?@bBB+D8;wJZW zpEwKu5~TQ|)KJ`96f_NCR-O^VLbQ|wkBq&8#IwJ5zd0W?ovf{}(M(v7xj~Pp!IYW| zhHkYqaK+REd?XylOY9WbwFMwp5kp@kCnjKV$Es<_uZk53%`LKDCLY5;Jhhu_zN@KU z`?0YWYb0cq_u)d2rZpw4ct+V~jLvTtJc?9DrpG6Ax05OMooMbQzzPvCUahQK6sm1g zr!F5!W!?;yf|Tz=2EeKoelee;6h`0h7YciooZJC}cQzF*4h6$1G;-G%aWo3uI8 zNjXZ~wsK(OdrPThWM4UE(MEfp(Rb&r6Iq(A4ZO}<&BaIEktuT&3tmz63SqzomW@Dq zPr?#yrymHil7r(7$pExx)D>yI2>o=k{D?-8R{to0nRGVIHO+=M3RB&HVq>It5U(Xc zqnW=i>=@(!T@mil@vcuv;aJUa?g1QzZ+AU9;L3X+2V)GB2r!X<_9a8!SxLd}Ymz2owk#a|E~DdKRs8@?WU0-;7dIE@$0oN{bY@@e|C; zI6r+8TxkPJfi#Ih`6+@4-?!X2)-^{D+cjO6aQ+bj;1OAC%hqETxKAMK!AdCPgP?w| z#hw=ZcXm#t-{y4FD~*Q+hpJx1gr*rfFITp-U_|%V+6Ael75JwSJe^T93+L8{5Jjf_ z)dpIJch7BQ~79luy_ zfHJf@JK#w6oSGO^YD6T-oO>wjPP9hMnFXcY>7Q4D_IHlARamcCS8N|#rb*_9BD_dk zhb~sRBgZ2=v8S);=C!LUKd|977+rdAutk&aM7gohT^aHbml;6IpyaUJX$;>lum*T;8XyO-` zr_Qnt)N5&=Bd{p}VD!knZCyA!J_p|;C5CaA4>6@+@OnTwaS;9)0oFf>d{Mr?F`IX> zwOLzecv9*(WF__DlDB_*ISlW?VO6)X#kT?V@QS%N3>#Nagv98`bD6z{$46k!3z>*i znZ&mS_WtDe^6g)DLQ<35MG!T$J#DyJg>VTPOD=fj7PC@R$AM(dT&O42p zyc*2mn+{I(oljdU&B4{tjl;`X>>7JS>oEJLn<+PJ#i4;Nb%X{p*Og7?{;cV>X7z)1%hx)DZAe!3Z4oa~`6AW^JV zB8JF?NM&%=`rI|2J|6Z)zeZ?~QgVwi5S?(RP5aPt1J(-TS=~?x35lyAiRLfdemWb2 z(blpI%ac2T^)%G9xJbR>y`YlHA6lAZb-rw(N@U1i+2damSY4|y)n22MqN%GMZT1#? zdhFknSK#MA}6{Y{7H%8cwyE%FtrsAf6w3hx1HX*6ZD?Q<8Z)STJaXd^_5vM|0uql~PiM zpBlR*d7|B0RpJscQjoexmTi(fRhQgKB)-=Bt@*v~in(XtRbXXdfZdEslX>i}0-E$} zdL)ZGn4={$`=tYV!MDwr-aBrwJ@S4`c1wyj@0JD+CA=sSVsS5YV7NjoY}=L!HoxRv zj68)Jx>4fVK$2DL|6pki??78)fYhll*?@ud-M@&i#p5=gYc4xEYAa_wi&osU>ByS# zKhKhzYh>u>>=@9JIZDb za=g9loP2$&9(fACz`cfiu{P>X2O+fVP3^VL!X3grN${Q>BT|7^Sk*~+by^>_wr0!jCl>ppdlfZyBR8=k%$u8IV6u+%Yw(Jm@6jjhAYX zw$txw%EWgG2X?i7j+5B5v}}t(B256eQJPL`&W#aDc&CEd4aaMOq~>R|D(wEkM~K64omcuZIBqN{efMr7#c?` z*aLeW5MfM6CwYpN*C>)0d}Dw6SwO9CU$-O51tjwC0AXEV@!6YL+J_S6-@F`qkf++4%+guni5w=J|w~_zN@h?_(e?$8TPyIDCS8%S2^h zkKfoHEa3)79e68vm#I2XbVo(*RcWyv$RXQmaw>z)N1Vfo(;WsVB2i&&3Qp#6DIwRd z4}=h036XC|!P?@z-Wmo|>qlCk{f?`zp#CDAi$%*9^4@euGK-V{?yb{{+}Lvf1%ZI> zKy_vh4JloOY6eXNRaAb)cXJMfPl_l1krBNn+)!Q{(GH^4=) z)gx$rTNF;prvB^I2f9{KudfZ6cz=;@eBASB+J+*;!bCqonW=iU1FRjg^j2$aal^U< zB9g_Qw=~TcS1G9u%y{h<3KiuSvb0C_Zs~w6W2Mwqgnp~Je;tC|jx0kAP=gwoEel`J zrQ+p~mOVBmE4xISoF*Uxf^rOMo~T*0I`=FWdEnOtZ82_|s76nW=Ulm!CIPW`TDmthz$9tmUjX2|J zW?N+IT7;S6KD*2RFa|pU5g65u$Qsh?4_8f-j|YP4p5PY^Om~bmsV02yDnE$ot_Msr zo3+i+%5CrfGUwDAqlAr#o09cH{kW|T@2uns*EUaGvV(LdZOH;a{^)A0Qfh#vNJpx& zZnd12(KY;>p&5E(8VFF7EjE4qe)C6b&JiPgaUqM6)Q~vhF=N*O3}(3wg+8Kp#l1Zq zY0Re~gNh*MqZ3^pub03)BVb>qif0PYscHzV++;R74}#2zYO2Qp-b{qw7Eu;#`e(^f zTW$gnw%;N+pew!H00KhEI~I^x+t5ZCS}O$|&5cy-o;ggw({8nGX^OzcUXr8C47h_M zHk%fPLBcG679U~-cA!P6o$%lCcl`>{^@+!eg=7GtBZfOJauWAsU;Qk5k2vXD2;Q*> zw2Q~zgvb#bYf@-$q_1+&b{s=7FsH7simkmo0tG?c7l{x>WddeJ!gQi%$>O zIy2sk8ML@QPH=KU(e0_g0x3{$-rwwYJ(XyI0001HVQg$KXL4y|F)uSRRZT@-GB7bXFf=hZR536#FfuV; zH8Wp1GB`9cHD5PhH83+cH#RRbGF44QUotQ;I50FZI8-q(G%zwTUo|sdIWjmjGBsZ} zUo|i@I5#$5F)(dkQb$5AbZKUcxl@p4!Pc((m2KO$ZQHihW!qIBheV z`5#|#5C8!GAO24w0f7Qw{weIg2ekk3|5JnhKm4CLjQ@FO?_c8nU$uPy7c2i`V8DMv z<$u1*`ELR~81{cN|33~2fdzp7WA%Sr8x8^>{KsMcxIP>hfd7w2fc{&L_`k>7KkNTb zQsDvsNB=6f|1Gy7007MD0{~;b06>2>0MOA105tyFe$^WQP>cx#_`?AN`0w~{kP804 z_5VBiq)3JSql`wXLjRBV-?bnB0MP$3(ElhfXni>Pf94_U!yy3Z0C33v_^~7a*#D@9 zKj{BfDiRF|6+%u{LIy%LRXIX0dpk2i7G`;$|GGW^%4UWyfM(zeU`LC1fSy@vh$q{X zfs_h&!;Q96?Rw$+7y^bnUxxZZkFVfYRv)d^`)&42EesB^#O5Cq#6kmU1uh5JIP~)} zt-xcY?DF+SP;BubDh7y(y^lX`9=VgxOtW=~0Zl1#8#6gHicS72rw1Gu4u;&hsL7d* z&Yel(jJ+-9vSxw;ox{5lr;Jx6&mF%S@xgC|Rkq$9yWKf3g1n*=iKn~~pEr~+fz;Ed?d7H1IGtgbj%w1XSd9QYi!=QC*Ow@cu48h&r-n8^;z z325{8EYV+sM?nmEg_ZE||2+VwN0{xjYsH>-6I;~MC=OmT6&%4QA#rX{RqIdA%f(1@>{VMM}OHh60SM-uut*3^4C==4!82vSqiV|6`7Kw zXZFjN8fiR6!RZm&M-J7Q>INP*TzHJW#r0=GehKO=CyJhwfnWiKPQ6y!k*ar@-R~&_ zrh#QvE9(sv8SAKk94C^jretTg5UC^10PeEa<>_ysUBYMOnq1_ymHSk>>k5(kPpID% zwk?D$SAx3n&$=@}4Xz^u*87)Qkb2@yDP3`YOy9R@nH@3dK3Jkx!Jnhlec!4CuwzFOB@4OD=o_u(BDA5_kqC zi8a7jhrYyu^l_2x?u+})&RfjE-M&Rx=;-fLr;i!hcDS3iBU;nd0v>sx`^6z3{G@&U zySWZC_8s=30w-K{jZ9_%7>T;yF;K6_;f&BSFc z1nCHURcNRhM>1)U*$zpq*qW>E%!vARy=v)Q&(9c?l0g~|#*h!-e6RzGevWFi{3yF) zzkyiG_+_CRd+gmSWy6*5YmC&+?<_BbamAZOAB@COBeV_yUzZh0$JlRaC~@IDF!7Y! z1(?BU5va$wt=27ecUwB_8m_|Emep8-f{0ilQVoz!PLCJ3in4A<%$S4_A zYIjkW0?6_;xmV}Br}h`o>SRyoaYZ5CS~X@>sbnL*qSL(OqP#)_Ak6(bfuqpA&2rI( z7A2S2YfyKB{LIVSR{x$WW&UW&H!%i&(t!ryi$4o*Lh?PR{geO#Usd-cD9TuaOv+7q zI$5n}@us%r`Frd>mhj^}xJm79xi&BsXz-TT?s|?e2|hV=R;f$d_;gN920UUCAkmqC zSuFVKi~`(y%0h$iafKeu#IKuBH43zFIarbLF(dYX*}c|qW$wn8E8uCbnO{AZYn064 z)R1zVMJ}n*FRXN%s&e<2xS$p*intsXodr(=pq5Jb-L%r5OVFES5;g6M?YMZZqmUTF zy(sQm26@vu`yQR4YFCQrNh9(ML|2hmH!61~c;FZQq zB|bbEgtuPF9MKbb?e+AaYjnx_uVq=8WH1aLSiqg~tXbYORygq$A1VAnihlLX83zig zB;R!|n&uF|-<}ybIoaUnlr1*EdD{-Yj3~>c<#2Ws@|W|t(KP-G&P1f~_YD$i?OYEd z71jIzTTh4toSWa+R5Tc5<1r72h<(uyNIy}Cb#Fn+4^v9UpL{P#=zvxb0NZSA!)q5& z_cvFgVXQZ_1=)8Iwbqs5Zc7FxHC=S@*ZNcz3B-1tGzQS(g4pX~5B1huP#uO}xDfE~ zjucG-Q_{eAuubMxN-{>WLUr&;+R3I1dT(Y}3rT3wbGjpr3Zz-3QmO*$sneSxnU9&u zp_=SZqLRf|DM@LJ^+0-4R{RING_x2z!OksQe9bg%R0|kilUF~>s&=U?AARCLpu@Zw zQh`d$3W`-&h|0f|Kk0&{{(78&cVr=Ba;-kk^1q;7{7#lRPj@1rYO1k&8U%3)SO0>I zigczx>!tgPF9}gU>w~6X0nT(#=MUlj0*A3^)MzioElurBQ`jQiWbh!}@=22hi7Wf? zf}Jnj;#|rJaEWAK255(F{Y>@`3YUOxO}}%Uk0UW;=kV^Xgsa40TcfZy}6yA=QEGz8uvW)8?iklBcrN)G$QmT@KDS$Jp3&4*L5)TQY&QlV!Vmp#O;)?56ah%WqYM`uOS{DOp za2;jw=_qL#pG))imRLAI^ z%nyVH@lDvQ#UGf&yjecRtu+1(@0JG@?AZ91G)?1fPa1b%psP{^uOpyHFD>ttw%NWq z#QO|+*a%4=fzghcfSUWYb8l&+D0rU!fYgw-HQqU;(v`wwv*O~&QG7so{VEB3&t-`c zrm|Gldy)mRF9+ile)lI`LWgb3B!SK7?) zRyGRqz;eFf7L#O3Tg&^~DrdE`zLnF4Qqh1&?H*ojog}5m_;l*AI_Cxy0dPHA#UFQD zp~}TLtB+4DLTbhZ7x3$Bo^>L>rvRG-!PN9{Z4Lul{ZDS&*~Zgv8Y_*WqF8FxY;$>B zLgJ!;*5>LW!!YePVeKSgPQGtbN=QUZv@p3QK6PJq?B}4CY9{?_J^_D(fyoPmwRZ(J z%Q4b0F#`4nkS>0(0RCS}-j<{3@A8Y|kka~8s@*Ac5x~}m$8`Hi3I&|NW}&`>olJ#G zS`}bc(Z#bqUiBTLn=N!)H3a@ArwqpllZ-9b#)G#jCP-CbyE5ggXp^zNyDvE?OhiwU zb|&O((&#UMcoHj_Fx%UQf`^2yZ;iJm*!5*t1}^;=zpWhxY!Upc%Z6|R*lY0PbnS@0 z%I4`wzY^0CP06qwRge$WcEgH(lGJ@?!>`)_JeD9BJX=W z3sK`df9wiw-~kNNPZ9m97Y`s(>WmtO@LNd_wn%7n6WwW3qZ5*U&1gfNAj)WcTR)o` zA1f2P!Rg6OGZke}5cYQ|iI&RsS3prMF}hZx1HliejElAV)Dpk$odt0QTuj-Y|^` zQO!qvFmI<=_BzhIu4(tY#}GrCulbn^BrG?v4-RTH_xumGo0mP5^``Q#n23^%*V0ef zLL*Py{mkrVo;Z@!fw4uRh)GBLZIbLKt^o|A2D#)n#}*MLBdvm9a<;LDfuYtapF;Q{ zqirDGV^`R?nOn*7H9;0dag0igMa~+0S&aK})91v%bn5MZGmP4$FnF1_nst=YgoPjl z0Nai99i0=MxVz)6%w)Umec!{(I#oG|fbzNDmj54E8qn=pt;x?C$zPjifB1kSJ+QTH z3SiB)z&!?>FD5}-812B4oft=M$ANJ)%_nJVlsFM)pycP$LV+sd;cmQj-N`UqVkx#G zr-sH}QJ2;4WK#Dch~7alMllK1<>Ae;e_Wegckvt@v>g`Pn2SjKBYka?dpilgmHTbLJ}hDTKM zHi(h}m4vK|QCs)+2Gl2dcx830%;`z!pzypf@>A!h_tXSCXX`utSGM z>b3*R4ut9?*q~-ku!1%HIBo;l>%2pen{c$$X()fR>d#79N<_cfxIR_t7OT(I)p#%O zHPN%V!fzykzgerLd<-$$Yx@H>?u{{lfg#Q#X{+pji(v{8)aRp5A(i#8h9gtb+A9|z zsR|>LkQdjwWRr1IJcR6tWMqEb&3qp)aCfNyfpxUp1mqo~_1lBrjYBSzXi@^`!;4pV z<;l)t|1nIOkBz0jskqJssASize}k`PqE+g6gn9+?#>n6v8bTe-5%Il9G{9=y?#*n4 zXLk>(P=eP+c|<~FG^Bqy4{D}YfFGD|7&P7}n}4cpi~kD4^sgummsF}{xr^;~#eJo> zJ56U{6#uEyP0_4ly^`-;Y8g=wJ`hhT=Ea@m&{NZeR^>ngH%)T`yZ9ztv-QRPp^{7r zbpygV4`VB2ml6U+z?_h&!q$bCsefR@ z57int_xOO-;qu#@mxsK|c~fU5c3dTD=8KNUWYJl9KW1Qs2(1|> zT#;SH_`KQ&8+~9)nuc>PaZi|pMhrrri1%r@ey^Y%PQISwrelp|+@FMc4?R`kCny|# zJ1~FDT^HL?u#^AR?g(DC6uxG?l?JMu;t@`EmYAGnR#oa)Wg=&6M*xFmh@y7mb{u>~ zCYDsxUIUOdg~KDRp`jDY5cLIZvnX{t(HSR~i8%+t?liqOqt%!@A-!##1kdq(8T3%kofyh#<0aC0 zm9@6h%F;(4^ImPcukyyUMYuHcpi!S1$755qceB`fFS){V&-3(kSv+XcmdSF3F@P6P zx(9~?xm{CV0G`Ls#56MtKIT7MeGBK)_Xa-fQRhQ^>M%;yiGLdwRBxrK^rtPRV@6}= zul61m-co_d^q-FcvXcB=JE;z0B(Nzx_{Xz0&(b_wf-9gm|0bX1?DVtI?P?q$+pG@BZtb^tYI(aqJa$}8KkCZsjLXl>wQ;@~1~s~^ zVc>@9bg1D)AmGTvct`sIsGh&c!K-g z1C^mtl<_u`jDCsgUCT43D`+^DSq&xYe2uSxW#xMF-<+ym{u4z9Atf60t?`VvxQDRE zbB4w)@53P9-*tZ%#~5bG?EaZk>sBubwJn~ybC;(SYZ4%cx#-J5tQRXk0gs?u+B5x- zg=Y|Ms4a1eRZP`&7-tPQKD<7IJ0Q=If#LhH9V30wOE6A!ciF(q$wjxB&@3S~f~khM3SD$G5Jz|8Bo>>QVGbGWz$^ zfY-!B>2Q64rpqR5wE>r?kCCd^PR88uYnI~h@@k`m%)UdXTwD`PAa9)byk#U8oE-1+ zuhXFAPv3-N7WnP@Fbexka_CBDnCKi?(E6{Hd6O1BU)`lAVBpH@1lx$UP{Zm0o$iJt ze}NkVBr)_nW6sOXAwxa^J?gwy{rNo88Yk#uI<$m80&=P4QY*p^SBZkC zDNJxm63qU0{;5Hme3ViKjI2HnF%8G4JT@+)H)qlnV@Y7cN6rV09aD*5)4GSjr6?zpiHYV*ZaSI3s` zS~2?L&}1tTNR|W}G6u;p+90cPE|n=HjgvxdM9aHRW~zKoJ@>wdMS1FRaylK9b5sB| z&4%|s=PmXS+cVI?x*qn>N}EV~6Bp#nBvOyRXuI+n5ES1wJk%K}M9& zFy``!!&;-(&Em&ZMJ)YxwNYtj88m=r+UhxI5on`HH?q`G^bdc?Qt7!J(qhoUD}d#0 zo3U>_^pY0Q#{p%zax(ghQitg@sUF+I(+#%lZX$T$GRc&dURD=sYqbkXm6S$3ABN5w zO=@r)7I62=Nb<_w-R8~-WPga|?tI96E}wAlhKF#AFgeEZWZQOt?&jy7kez1mni*<7 z;#p)(fLLuqPOyIqjJuG6BTKGx09z+m>S%~gIyWd`W&%X$TN8btIFEU0r`_y6bC-X6gZ{FBQ#Ir9w+qcGQt_P!v!7x?7ux!#qC=ZhXsL~jXi(Ak~#@T}M5^=4B7G46(2+P<7KG5pQhhf2Z$z;l%VkU>y}TY%(WFj8%}%bLhe00A56 z+~7jVoICiM(iBo>@)i}v9bcPb?S2F;DWIAj%PA;WjTu02lysji*h>VbyPc+O{w}P{{^&DTcm~@(wB4G`(Mo@W?ooO)fRCvqk+WK4>CzPEwxpe)_7%Jas_+&OK?Mf-5t#{aAEDWHo~P z5j;qvF5d98IG#o~s14uqw5kl&_-nwrR3JEdZ*?%>uKqgcU?>LuVQ9)#JLnJ44 zzl)^_fFyAS=$(JONBvdr%>H8hGW*epNmprF6MW_;23T)fw*lqh29%4LX|Of)`i8&r zIUO-Apu#bka4quJC?a}Wcegkem|${(!nv=X^j+!oH9mX_D2KXEuzu(_(!T{e76PFqQl;#wj>kPgm7f%C1;xUNF?K{7(&|G)!s;09-^akqZl2Ow(BSmCU zk9*c0|FFGsOZAMk-<|!ax0ZL5cnmbSBsDchKKj#G-YTeke|@RCMhkWK;P9V#EqhS= zq+=MD>6IC2fHUa$JWEOzW0kYWm6iA9N;i914QX>30^RBcDozSMG!9L+u2L0be_e1l z@*%Sozt;BW2@A9$QjI7muL_=xc-&fg$?~M!j+iE0l;-EEQ&r;_OF9^GzrqyMB&npw zVb*4aYhNk1wJj{p=)Hx&zKZU4@Sn3W-Sia=9Sr}U;AP?^_yLF%88 zdi+5KtaycJO8m4)&Bi5n%BQEs1}W!CF%;zvEGB8TYu4S2EXL>@8polW)`~q$fl5nI zXfZuPdQ{kfHrT$@O20tGpz z_fAr6eheWdwpWJq-+|lEG2_Sgxotp9WgUZ{&w-* zNN#jD6j-=wK9#AExto?>e)EgTjwmM&!#?#l4g_=Amp@FU=uY?%d0eNKztwJ`vV+44 z=ol+NocY;ayGe6-5{(#c{~)sJu-{OtLf zIg0NXycd6ZHu39_zDf1-^LyNX$dSvyRr~@`={=hvgiYKI9Bm8z%MQzhP~EOKlWOJ% zgsP8amo?Z5QA@jnOZIk%arG@ln~wQI0*stI06BR@TGYds^!-NGGX&D}g=eye(RV19dMoYF;^^(uH1G zG-5*&|*xTjc}l zl7cMG;p*;2;y~Uy8h75rrma|uV;DdZTZpX61iEz207+rj_~bb)H)t1kR7OU{qeS{n zrUJv<%rByGz`%X9MLuic`qUBqcAi)MMV}1|zO(F!0AYtel9K!ia*!MdTT zx0uBUl86HPoA5+VD`%rQ+51%nrMxVr(}jE!l$wgU-oRCdUc7B9e9+_b$yFA3s&8br ztf431CsPCn<_j`-I)ZE50mQ36ij628cyX+0J=RRW?pmOep@+52ul>)KO`A$ry*JTU zQ0>b=sGOLPwMAo@Vm$vkDTsvOmN&CtJ`Mu5G&bfH*%UgN(8v=RI0~q zgkx`}e-|}+k2xQNT#ANzt|j4RA14(lJdY_`{O`)FRJj|I(Lau$Lx7pWBF?_W=cjm8 zF{S#6@u>2|lq-x^^61qtELQZmx(eSq3}~qkSiiVTu4}A5I8{oNs8+y>af;5?3m`9! z-$}?RL?o;iqs6zsz%K05u#mc{R7EcLy2N$2&0s6ITeEsQ%1Y+%t&tQJNS2oqY)}^m zC=B9kv-uE~SWx7beV+%dog~mP*U6&towWPtOWhXzT%^a%Q@PxHB%6`?DoX+S-1I_* z#-7G0yZF3?WkD5#M_Gchryk>r4h~LWBKn8a0kqlxX5u;bc**J>d&xE3(t5hBvr!=c z#I3pVZX0{yw+;>wRQBf;%(Q;i@44a)oz&jji6EsjC3f}(DHV2-pfvQCLRW1A{R-!8 zY(z>#{I4^5Jewp|uXKj#@QE>Yg&mi&@GUxk z=m7e;zO6CpV`0@IzQN|${N&4u>^f?k4mH8JKvbcZozvfPr!0zl`@Kp$ckDe54!5e5 zX8K3QnqOTza@%TEhpCCY(cpp+w*OuVexe6MK-xAWaEMY3 zgDiL<9`IUqdP|%hUdtq&19Zpmvqb2}ZeDVF@#^aQsDbW2<;IJxzAT-9AJi%apy?4{ z`g&cMakocGDssV@Bm4(kva^*tu}*m>$nAq-2B;T6*$f}=S810=+P%!h?$2B=_e|2x zJ(t0opyed;dw#7vhVBz|gsn%OneO#lIC78TwPY(^gy*cQ*a~xGx!W(>x-N5<@QeRV zfol|{=pcYM2=mjLUZ9X&#g>1@tvk`&x6r)wR_mAx!?1OJBcwr}jd#O(pj7chsb+iF z)_Z4zg->!+j8{`UqYa!=nLTEr#<}JqN-p6Dc(-jf9MGGoXsu_SPdLyJh1iy(?g`T6`-k=pBJ!N zFq#$#GfY$e5FV2`tEYq?c_*&~Jc`Y44UvrW@cdt9dl#GB7YW75sTI z)aFUTBkLY7b5VY`r5D8gP)Zzlb`@#!I!FRN-GMmkL3CQ*>1;cKyb;g?dbag@U~5ij zAWRit0{E7bA^5S*4xHi1LZR&g72%Mu2m)AqVScI=j@&fE%8`Erzv%`y_sb6MMkL>C zcRVN5pz5}+X&Iq{Q(d}yzLAru-JV>rX$dqw7bB^rIEaHDIa{SsR!0l%9gn2n_5sQY z+tYKq!pCR*Hy_k98}!@>PM<`D`EO=p1PK(?xG3V4I-6O#TGe=>O5MiYwa82M@txm; z^c-Vy$T)4SH}AL7A8P*EOP=0BtWdoSYIaDS#j^sa+>(m=c!g&)fkeT6ExOn)#FSYx zlV%S~jI+=dw;l?&y-63{VuOd61)x!2d{K*i4@WEX>bcH=j$Q~i4dY8D*aGT*j%@WL z5toxguai|HCQL3uFAqccXh3>)r=qLp+`XO+cm{v2Rr_)jD%_b^8Awwd!$6Q?2OyTL4zhIDynp|SrD?aT(9KBP|Bq?@j z;SW`y$qZCo%2OCHM*}fH>}S!j{|+efeYrNfo*oqzwni(ykoT!3C=Un9*?II2Uob*R z)382~y|d@7V{*wV#i?lbm;evAyE!I}I+0zua)A@6)5rTq1RkmUH$ooFq+)!iu3<#gOB~ z#>mG@wbcsW6{<)g3{SI_lsqH-H%MdC$>|0%vo^b zv66X%sT03kR%9fj>N;w8CCtV2MRRUeb=opbFy_8aZA8+;&&lq2W^^pu6(gD+GoFh+ zi*U4=Ud#>Fdi!j*?h4d8Mw{E(1cv5@6Pwu_L~RTLM%-^*vb>MCZD1b~gP+9-W4>}f z(fzgZDHxG){~d$#_Qz+dy653#T`(lnCTx+qord^t;7QEDe_OL9jRj0sIUeeloBvG# zMh4u(0r-CgBQ*II4_(#aQNV}Iol9#|#uVHhzoKnqU2pOL3g;Amp*?xi0x#D`$T2rI zX}i0>QDWm&>5he>Cm8@S-c)dq*JzO8_x@`neUbZ&Y_OiFH0P|GXHg#w4SjG4vj2Ws zF3N2g9cLow_G@sdA94YYrs9fh!)zv15z3qRILBtp2(fmtTCw|ZW6uoG>QOUviX1dx z(yY!k@XzfSla7d<$M@-F2EBmnWjh|65O!K`-VmZZtoQX2^^q6@*xDkJkbVYvee`zj zgQ}sAZQ@NQY0j)_?<|U@t}^EOf*}W*wxR``_AF8l#V?MmS>ADbJk;}M2C2+am?S=vs&MWb(_qGs5YUSAY!E zSupFP$@XPXvtBo!a7AOLQ40aD2bT~h9w(MzY!uL}IzlY-g4UNeU3o@B;kj`ob%yYU zPByr!#$m@*&psxlPlYfsDP##HyL+y}=UP*76Q8dGTi3lC(@(zj6@$u$n*Gc3;45!vN1$S_Tldq8ftV2{=|Wy-~tMb6;%))WJqm8I2ZL0RTp2?dC{g~ z{4UfFCf2Ciyo@dCgin7V83;#MKhj510Nzig`=B;@iR`9qHRSl|-F$D&3taxyoy8kcARuQl&D)HC{L6JW;EV^%A<#~IbUbrC zEUimVtZ0W?e3KB(zCYW5?b`Dzz|Mq}iFb)O$NT^m*?qI()x#fTZ(-#R?RS)CwhGho zfgnAJ_Z@V=85f&pWLvKTh6qX(~XB}jT!qZ$1=4`sW zc&%y-I7xpW0Le3y(SV621FO868yL+6P+r;%Byl1SBc2_B^*!qNZQ_@AvOa$29|h2Pe0`d;j~GAfS-TC>F`kU1sby&8b!f* z=5IiSza;}#w)Imdx4n@Gi6M>rX;x$0nVsCj2tD0YO-XwI?p%fF8l4jp!|NC-`-MF1LJr8q+YQV@Oyx#D1EY6Kptvwe#Di=?&uQ?4mwWW?L`#U_4 zjll%2{*@fT9AW2oj7dV7P)E^^ay^BIKVEqVP6lqUS&DV>$zw4LsF42*lJ%N{VD5l( ziH~S_r)SJZfSjpQWj%50Bm8YmUCUpc7W{3A+|r~3O8k_-snZix|bk0qE+1Kw^Z3Io3iP2G|x!6 zbTb!{qvv2crBB@KWc8L^iMt1hr%*AVZ3Hp~{RKaJN$f@5`K4mY81;ntvJM+mR{Cgv z_1JvK?P!F?SRJZO*O}#-nJ%R)HoGGP@VmIm2Es( z7oID1zTW%6I(C$;ZBEOHk5`aQxHADNuDoscwVYu1S5rhf>Fjl#pLx*ddT1w+87s`H z1}~9sdvuNzq5=y_30xe561`e(Vr8q&A>P)`A^LIdX$f6_GHsrxi4I%uGGZnh30Y%T z3GHGo=4yKEeD-XCZD8S$qO9*1?(O0xN|56%e!F%KH0z>byR)9&tF1=7sL zKtyYEk98pKA3B&L12EW3n}Jc!)WonVMnd<`p{f2Msp0(KD%YLZ%nW!0pOED~ejfa+ zJ7$pYd|Wxz z6&aT;{C}y&U6f~04X=Zues5B~QWzH}EpSJAxr~}tC<^(x``O3Nv=Rh3M?n((s`>tK z^Q5+AYeiVz#$@HU-r9YlhCH0IE&r`>GiiAn_uUnEhRG-#6L50gnWdv(Q?4t7DC0mZ z6t1%=9t3vaU1auo=XGj`cAlQJV=&o3MHW^%tsXyJ`%*ewPN37Wp;Z5l7O(0SU-=i} z@@CKLm&;HBaJmqIy7@1iF(!(`1WJxDkK+sM%WlwUOEcz@El!Y)a4^o3^T!OY4XwTecBNoW~^T_-|J_x8k=RLkJD(zpO^2-?waP zLRFVuFprEGznEiLl9t=7IF#!qb5eR8x|Z6l^0PeK)AOj)@3O-+Sg&3N9!8XJz-!Mu zo_h;f!hNu6(T3o9>2;M9^nmnLRV&@;B^EgS5k7C7#lGscRuN+hDvz}`iXjd z<*&dBR>N%U_Xe71cW&vrFa2yTkP(}dWPB6xVfau)8w!aox?|%F;ZaSk59}~~ZreiS z4$D%P;q{v~ImMEZgg1pC(~XVGbHASaH@SopzHLz;)4pJ+0)%~vXk-8Uc6p^G)!u_Z zul{)9M~&R3MULH%mL`ehx@zi6iw%55QJwUV{XJnoO$yoNT4?vTf2uzK$v7Jk)ysk@ z;+;XN{5`X>F_h?fXSBepp%~?8-Q-brmqezFW^r_WCcwo7b04Vl;^!BEmV{Y-ML|Sw z!PeOEAcTWG(rv9I~T!Dhae+)b+yHLMGl`U?VjPbVJ$M zr)4twMZ`h)t$k%^r`E;fF{F!Y{6hq+^P9aV$!2Cgdu^T}#&t{edr2AwW!ObD7Q>sJ z)TtGok)gNh&yd2=8@3>)ITMyLr53;fbX{4tcC4tR9Q>VjAe?#s&RSh&O%4O#ykN#$ zT^i<*q?8{3*-#f_S%aF$@^eI6s7B)qh2Eh#A`?w9r_uZ6#t*IjrF~4dyB_~DT#g?tNGL>kf?|PZ+ih3Raz`dW1Ecc%JiyHm$!Y*xZ*lEL3Yhyzto+P7U6Tra=YzTggK-?}SMN7+Ww}M00y{QF7ufR46 z3Z7ZRju4U6foxrEb0pXtpidq}zFZ-IgKejto=K)QiDTAFimY;4tSys|ym&ba^=nIO z4nE0W=lg(e-Ng^Xxtq~Vz6!oCPz*}F+ijjJ^z9hOif-0)eo)+J=bCRd=sEEXaz-sE zI3Rp%iMmzgPebt3Z-x~F*+%x-XZ-4`rV29m(2Va_jP3|XDOOU=M4FA#6p~kk-bgW& ziGO{W_ghxQMD)`8TotN{EGT17=K|;B;y`}cOJ6b-ah9y2exW3*TN1J z9SbcO=3OS9{1I9!n5IPRM6-^8)Ol=29zs9T6^_7z+n=Rq%eh)5(?>a1Qo#b3Gjg!O zD4&YM#8Wjg@*G=nH2NlDN)NUai}T5YKB)7!J*k+aqABCh=hV5j+FEJL>Li2?mvyPb zE~KqOU*4G?Zqr36R+k^H0x$ef0B~T-Gvze5@Rw z>?aL3%v2>`V2rwBFzs)bL`+Iy9|qncQE4UfD*YFF?Kn{u1WK~Dtb~kAH7#R_A5jqNzvm!Y41O!^fUQ8Ey31q#nKK%zqY`Puf{S+XC0sNpxxuC zZXL$B%x%qBMg!YOT7+3ZzaX;Kq6ifS_lZ!PsE1wWUC(03B@%^07u>9TwKN)X?Wy#g za6)T; zhbFaNrK7lF@frDHZ>{CtmD5u?k>#JYr5@EN{R>4uXfUPn-OefXDFA!#1>$9xKfTom z33?^zjK9RImCYU3VcM}JMmt-kKvANYb(;}8bvP%KC94{Y8kc>h%iq4F7SnC?z;2nD zsGdUV#Eg*i8W&Wh!ps}+0zET?Thj+~!MVtnEP+HbGTlX;HWca#Xx7tTSk7m+cJUAh z`d-w^B`7&PrqO6f!ySAEt?t8Ai{Sgl_CbMR8A&0_u0 zQ7B`fwt^SzrBf{_hm)xm_cF_*jNt96}WKJN0lSPe+Ubh^e4;T%8 zW}-E>5X4~t)&*gK&7BCXPr^9I z`cp6DYJYxMiy1N!cT=iWv_a^M-i*;NjYdhreDD(sx&-U1yLzb){LC(8R~jiWF(3|9 zw4MhsPF4Y+!=P2j5_*0$v-?KWXUhj*$Q_}X>1JUeYgAY_Fdw#=8g_G-jxWyN8+}2% zdO8UjCrN+dUF z$E@~LF!RHTOv>Ir1LC#&y98y-w+@3Bx@pF@yO{eTLMxgc{92>z?Y;A$Rbk)mW`dDcLDx1-I<^ z8&$1=rePl76N@0|(W(F=JmAYR?}?-YI=QfFM2p%RCvc`RvlIo}DdDXAWg%QPyYRY8 z*nkVEk`T&bIu_=oZV2UPbV+5AEIugmG?65~(S-%5v~(DzJ;@BN2FG>yLQH%jXB_nk zuIoHPQ3HiLmJ2f3_2+jt=Ua^^lsn;rf=mc(aylwn?X zs_SMIY)cf2zmv@TEHgMvfyK`|{f&xSt7-hfhIv>uN7c3aBU^j>w1r}Kk#juB7!Eo9 zIK&tVYk zIjj)!p00ZM7NmiETWu3q2{;AI#LV=(@I74p`I%;9Xrkx6ikxK3ZRNh4=l5pewT%RP z=kMPnA&sJ{XMWEm-5f0J*gCz;HnY$?g1cO=Hq`<#A`3_CNU|i}`-%t9r zDR<7Icboes`jdwQg!AEut0qS?`=i?o2074hOE$pnAnEhb9&urWsI4^QUm%DiM6rt` zcF;2yHU98j9G)QCu(E_FC)whz`_^%zLbQXBrqk6!*eF>L-J>1rOkrIb=79z~9@{~{U6uOvho5dg zirp_6jT;_~mok_b&-Uu^$+kN{fQg%)ug`3s6IbTD?SHoJ)YA7UcV)6*6+qg@q{dlN zL%i;I`8g{G(W}NziaC|g%`|vK=Lxx(DCYJVqeOWNkYvTfOZ+f>@Ei(Mmb=%U$y-x> zctn8p<8?wV?Ln}FY%2=(`rrb%V1NN$*D?;+ZDvfN7s@m7e^6Bn82-=2w_1Y<5kvn- z89hCAgIfO+ zPOaw7Wx1^?{i}o{yMuIXpu@=?Q?qhs)vVmWA!)i(M?XErxXF;H0%&MT)8Q{lyjuux z`4OM9h`TXqzC%nz2ig&TR;b@2O?1Eb>LF&JE%rfOm3Vblze$cY`KMgEr}-AHz2n)A zXX{<~FT~NY!`2{5Jm|dXbriaQcgzkVAL(iR0WG+rl!O=r;gN2_o68VA$;{W8G0QdO z-bMteTGTdjIh=TGOIiMqMSu*Qe!k*J!ogCs+tELHM1o(;I z2v@Ty`_&)ijg)$-S43@3y-s-hj1-L&1@io^!Baxls6$kykMU+He@q@_xB~!^?oG6} z1>jQep$4)AAoN3R@$vg7p!w?g3%-2W7VwQLeA#Z6s00D z>{3IaLrilZCuICZ@oeqNT{NGGfauOgKob>CK;Cw+r;La2l&==0PK{`#{XVWO3q%kz z3x#=vOy2<8Y3wsTxv&s;A0yrj2@*=5p|E!eGA~)ZOXa#rHIr`f5qOqwG1J z`HO;{9gWp8Nvm%cP}_ef+IOv^@lSKCN$s#}6np2%^0()3qQHV3fAZ`iYifu<4?Sdy-7 zLIRNViw)L6ZuQ2gu^Xl5l0+MRB=8Wd!|Rfl?e*G-V{g?GD$-MLb%Ozla^@xsZEE?m z`$hug9U$+%N@W!DfF)FXikuvC;we7$8l~-Ck9BwtxqTRVHUwE$gXm;EzMI=At8dmc z!&^F8@yPRyLCnRR9)!;$^g=?pna(S%{}-A3=|Uw2DDz6>ECF6e4jfS`w!%WJrlWq{ z$XqAI;SpnA%3hQyz&CU(X?u2SmLVpne{>|w>dTxS{8pPadK@k(LZk40^3g~L z+1tUr+YoA4l-lQ^qtsr?!ul0rKk-rfM>5`1+p$4ioTL2E5^rla|UH|Z8 zLAFcdq359#Oez6%k=W1_W11UGqic0X|52j8$UYQ>9t*8&NVtvIn_tGrfZC=zP?bf@ zvul4pq?nE&v13=UR#N4?)`q4f3q^)hK&*YWWB;lOuYz=)e?Ca+W~8vcB!6bH_@-Ah zajMVd3n@mm*4n}*aT}}&H9?1Au*cLwWpx4wM3OMh=D-R&fwEMV0cCgej9aRp5TC6H zKgHn1#?Y6C(GSdpvqJKo;*X1${DOyfZ#va+ViD<5;G>n} zm>2@>o{T>^{{w{2^f+e7QuWNH#i#C{>EA(DoM&fum?$BKl}j$67~aR2OhZtlT+>4~ z;A{pma&@A7Z99N3rafW9z^vQhmN4c@0EO~!HbGaOEy>0xk;*ef7>om$N$4g_OMQfp zpJl$auDBMJLaA|Ckv?SaMdc1=JNz-^ zkM@|>;%qi5GDemQwgE@<^t5I@eLL+*6)upnJbP6KYj7X^9$H`ogDSd zP#G(iIY}+oJ5+99KzFNPt#%z?-554m!KGO4BLtO@N47sQsRMK|4u(e^dxh$u51e?E zrlkev>5h;_Y)UdD{K^rks8UGWO)q7$ZIScs$O$$k6QFTTB#!Ig*tk+m4p&d!1i>iZ zv5oKsJoBK^{a8$X5Aa!<{Dv(PTALw7f!i4~^aKo%Bvz6kH;ltWUClSkj>h@8G{}~s zLQx)v6R*b@uV3xvNW)6*T%abC*)JNNKFF!609v>v(ao)8K>MJ_GbmXp!Ph%_Mm3yS zQgYWjRr&gnx#CtNtE5&p;>V^FhB3D2@mPU%sl-m4LNOG=b`EWsb|4uHV=i9u*zyIL z3S@N=P-rk~vuc@08N_B`v3@0=NRL6=um z^t<~<)>HzO8As$HQbW^DclfLSHv4}+v%c}t8&Y7|mufiGfaM5O{>)sBpA(o4M9*_Z zP(F3`4EGDF4LK48z^#+k?4_z}aYYB&UezJW>~E9OVl=T(@%r&PI~(&q=Vf8)8H~EP zr$;X>X{15cJr*GVwgzaAHrx!^*%af_BmB?gKPuWU|x^Q#i znC+&{vJ^d|yX^DS9{oL_Sndr>X{G{C6_IP$jt`Z;UW;+8l9D zRA?9ycR61uODc96h>C-uBcF|2Q=ezPs+DML$e z14rVq!V}050-jD1RZ;;)2t6a@a4f`EFTk$_5#8V7r4x#7rc>-OvAz-+xlthHaATrp1k-j{6@RN)m=g1u*fL6OAC zZM4fTfY987J{osBMuI>JnCe}Ip^xai(n;DA#u+uj@h;P9z3WR4?0FUIR$JGgw-w4Z zlZjM#Z*E+XIUasi-|B*=>79M&-#@EmC`cV^zUrrejAm^}><=lm-Vn}L-@s8>!#W%` zc(qfKP%zarEKGqtKG$0$q>11jnozlu193FX-os>lPzQ(SxIiOiy&Q?CRQ2teiu*m;tb9Ju zt3oS=lrb3}$rjR_ck>Q-ky_40j>2haU;QN@jyan}*S z{tF(eH#c~CAgldeaVy-tlqd%XJroV+YQhKUd|Ii`yhxlBi8+Ys$EJ+y_GFg3&FA^) zG(9*20tAZR7s^8(HRK#hv+w?wJ%)p`J+sNm5piM+qz~9BTSa|m7+#W)EhDQ<<8?bz z@w`Hvh*(ZFJ4puZaXa*;JXKSAUVfRDFX3n##cz+i5oT_mq|~5FWejZ)UiIrAO$}aW z2D1H4ehzKaM7a5J)9rd6$R*?#F^*&os8bxS3CVf#H8s#q@rB1G9_UFo);bdaz85LW z1YGVxWg1Fm;5qbo9qsWCaA0yzk%`(QM@T)vm3|8X+l;*vM&@`LehqYJ2a_PhADM!W zDUMFNxYC+#rsxYEUu7C{bxCLRGVnOYv^fg&&Rk@p$cWIiAhX5>YiBqh)!!u_)uG8s z87RK~;x=K3f&kou8qEevGf1{w1DZOD+Ge3W;1V;5Y&84pyK5@T=f>NQe)20TxDdjAvJraX$#c{RIJL4VSIzttFm- zh6VU}>89xY*Rr5$i0ff9t z7cpP`OW)1dUY(;B8fiv1SXSK!spu<&2U=5s@4qaMd-KiM(ir1%MmA;kSRZW1S9ETSzT+&T4|G*b~zAF*Jr*n9TK(JhPo@zKuYnv-@&67zZ9A3JJboqr0k&F0J49%*2LsxMSwuC8Rp98o^b}_8f8JL_byI^O)$QpuxCqL8s92pSolsBo+ zGLTx^tgLj^zsb4)?(T;nkmc|)T~RQOl+A8VC42Hi{^F~Y-qY9Iv(BGx*UU#VY^KL) z;LFbhm?q2pCAVvbn{e^cg19oz-UIy3!t`#%lD)ys)U8tS-LoqPLT&V9>|-9a#rYE% zv+Wa>;R2YBUoXxo(&Nga$HQ&(Jm~yi?9H2PicTZ~99cHSe7NkiA0v07QgyjN%rula zSe}g`ZZ0JdGPu0>!Pm5li8uArVA4(EE2|f3FmJJgleF3eq8tR6Pj^mz(Yd6)KSrBD zli20ab{`Ql&KgwrqNAB>Y`=t|`kn%Iq2qxI?=fD-3OyZ5H){N#7W4#Rx!W~oO007; zlSGuDlcPQiSSnXZhyM5#J&fzq%?|@TtqxpC$(lAY&M5M!Dqhp8whATLcP0y)M;K4V z$twVY`+LX84JVARzItF68$D~`yVLCPt$p*7|IF(3xIEoa&3rgM#+{~rL%Tzly;I)f zcb^@_0&_Nc<%OQh=c4{+!9gV0fMty?c!ZOyID9^JZC%z&!*SM)ZXCOn%pq^FaT?c`Lj8+Pl>3Jqk3m8OA&H za<#ZXOH@RZCB)s@Bv*Kjr8ZszO6&C|t}mUYlOWUp%;Xnx#q4Di+bhopLQu6% zLBM`%jiX&JtD7_Dhu1BW5Nrzm+s~Laa1WPT)uf;5|EAs9rRTVQT&Sb_Q)5&oj1kQI z33RN!S!|s8@^Kx=Ro%$eh(?X*yi8v}Ad`%pAB3d~7Mt?>31dSHJpMBt(~G;d$~w0P ziE5!a`djEk*QGi2A8Xe~h{TZjGC-@?P~6aCb3a+3b4jwnJ!Qg(tAyVxTJOn36l=Co@TH=ht`aXgI36ls@zLa|*xIp9j#i@PLGd6b)DneCI4E zhLaZL*!Z$kA61jn7r0r!Dz=w+YYJjZD>Xyt8Ghlh(pQTNuBolVO2j*<{)Dh^UW#)> zUfGOi{|Q(h|EvgOE*+Pw`2D~tm1A?-RU8}gY!Is=pKrKxnH&gyzLi+VV5T#dvhrS+ z8*uDml*524ao3`0_QK+WLOyg)uAZdr+}hH7N4m%L6zPcA>K}D$%_?kHGcU=g_=xiU zoX%Lt{+a=zISe@tPT&NulL^RRRzo#hG8j|Dz%-CK+E*Qn2cCYte8&_l>PvzWSR!#d z`d>GqjXfo?FFfLBgS}`5c1rf!Ta;DD;B>-Y(u$KYA}FxcOh`!DLI>Ad_oN{43Izb7 zMH|)tX4Bl@r61~n#zY0Vwb2*mOat6JV%0w>(CUsF(-We1oh9~QbLW| z@o$yMc>{h5xf18_x)iat6(E*4);#JKEi$RF1H<6hz9x)o%%Ho_JOT6L!tnYpAv}Aq zMYSirQ*><}uEa#pUK_T_xzV56+}d?y>^5P|@qDxQ1FttVL3DK}2-ok{l|}_pzugBXBrZ{cAE4in=?KBi`n z0%SO=r~KInN2e=AuN7&_DR%d6h_)Ev6p&?Wd@>wlKTInKlg+2s=neY%;ENs(1!fv@ z=1Ew{SX0-h@UL=yaRHxn4jvP++44Y<=}>`SzFYOecEoGvmCRYA6-BUaIst4jep!5E z86%#p99RvQPWu_ylm0}-@%pj#2ktz(*9YkGhUVE=uIn{}!8xPN#=ZKJuFtsYhvv}9 zaUpf5lHZt~q!kTv{!8NZ=43@7;yCr6ZKSo~>2>4{*WPNAqLye+>2MYZez}X_Cg~G2 zEyBcopH#^uV|`B=ih8*=5Vo}{-NFK{%KExxZJdhv!F{R=tngL{>3d1$raDG9 z{0n3z`GrZ5SL}Kwhn(UL6wv*oJh{=>Q%&l)W*&8xZch^n2K%%>ibwt7IRD6)$FjV_ z0CPB@qi&(#muz$XST)MB*RIN87_DN!ATzl59vLPt}WQj)vPP6P8W-n6t*f0?#YTYno8e(pJ~_f>g` zkk_iugB;Ky4_vZNP$FhQ%p|!6o55& zmy$GANITt8J136%Scn%w9RR();<>poi6Cg#pm}bvY(FvhF$8Q$Om%+k;M8I}_LN|o zmOdZq{gpb%O1FHX=+7&JUf)($n&z*|qmLrIVBwf4C^dQdrBJMY{S#sC_Z7NeXLz*S zX0h^<)s$WnwqB~6XQ)X6h50Um>P9$r5Jk%1YyM7<>_DB|%VAuZH>DPK8dB8iJPpYkc&U*)SgTkRT{*#A4 z#&i(CbTaUagO!mjTd;WAvM%5&C}+{)kN8JQi85O>Ej`Yy8WTYwEGiS!+N#;Gr#>M} zyxsfRg)C=}ufPQ@v6<^tJ&Ojm2YDY=%}N`_%A9HUd3c=UX1=v}riNe=4jpi8!h@Li zvEg*5$0tylR?0@s%`bDCJL4kNe6-#qSOSbu%zJZ=iO>XoCb$ZE7c>(1LGGg(yAm!O zJ5X0Ndv1?9{Bt$G1$)@Pi3Kcc6xlORRWcvjf!SKui({WrcmC+w4Gq=`gPzKHW{wOu zjq%y{weF#u0R{Zib?Q(^RlsOnyubP;?&iLcGV7%kf2KPxzDl$`Gs$Re8vijr|iSBLfS8Iq=_f01vua5H#n_ z?rEu<6d`KWF|PVnH0usEm?p3szy=7vn>f!VFm=8Rr$p7Fh|lsR_knhqDDryzShU;W zU1Jj*>#;^|UKCTt3$V8>EovnW?^K5E*8JrT0H64#E^7bJT)(T%`ijBIUJ+uH2rdak zAypn653;e3z zM|GvVog>MR6SEUcKa2R3!eyq>01mF(%*`c z>f^-k<`8;^W{x)Ri2!^mT8&JYs~mTvErObXsEBm>(UG9_(P1Xa{Nu$*tGO!=A`U}L-){x>iCSss;y~@M50r~fEmkwM|x8Y)OW&>0F*kK%( z8@QH2?E_SErU3_4yW`RsUFK6YgIp?OP;SEtW6k?9Bb7ZN6?cSnOfcfkAr5o03(paU z+-x6RkeX@ZB?Y7u2QFG@@Y2P<0%O8Pg40^lX!Mz!p6V7Hjq^GGFIfY=X%@sm`ZsNc z`a>~05aT>_s}DGBmgc*0jW)RJmK-yekjhkP{HQAgC?rC{lC)EYjxsur<f6d z>86UphhP&UyWw5}Es?A%BIzAO_3t+f*2>KQY4v;8J4Z5kQ@$Lffw>D_unh*v$`V5E z#|WEFa5qpLj*q0q4f57$j2oLo9mftGU~Y!AW>3}$5lgXRFDY=cz)TeJBK0f+x551g|tOa1G(m>lXp3hE7S95zp60^ z={bKjh$}&1aRI##<^}sUFp2P@5jytH#0@{8Fj}fRB6I3W+f9qoCyRybAnu#W)R~As z@y+oSk{HYNzcdRcInQCCbO%VuXXA~6AlHI`e*i_BhN<34Uo@-YT zt#6OI+R!L=gh8LOCA~TYA_2)hW}KSK$M@+=SHf3qYbwmgoH=r}{VDg_SPq!V!<6Gs zrC=|7Yct-as(;r@aINiidpH64AgV{7U92foyd&{6>hqjv}R&sB_l;SY! zS^KB;t;cshbBC%cW?Vhcptcs}1`lkUfOG>L{_q-Pp9Rwy3D8Op;od*GZaC>bpN?9J z9eqImBQ1I^Qe|}<>agZM&9D60*)X*aO4`KkXGk?H5ODyj0E!QL;D(W8wF}lN6MR81 zm0e|KA7bvzWw4ao;2w*ET`PVEzZ&QR1HYZ=b*@2hm3>f|SOr+Iv@F=Ce$nUC_?AGyO|w z;Yn1CJlYTtBp`1PE1tONjXKy<%tkqWVi7r-#!D77#B09b+d02kin8Ty}N8f}B@ZUNIf=D*DH?BN6X(??3U zfA|0*10+6p21Effgks=53OcFHtf6de&4_5S$Jh_=rU%RX5aRiQp9-TeXy{DIb9zBdD!GAKOJlI$d zb}fQ%44uHBymO+wG3{HF;ek~4lC0T-J?smJ4yAJaQ65=b0WKbWeLTcVPl?^0`2bWv ztH0h^oeg|f`kj+C)LfCF4Ne73@@Cso#$78nIhKERLUed0lek`Vz)qUUQ2r56V1|z1 z4bw&t5|B*)O5qv z8YdCRudDqNb>nYC3$sMsHLz7?y}X#_p?bV#dL0f2AtUrbtzm5GHQ_TpiM7r>04n?q za{PwXD5UNp4vRK|T)Ur-JC}@z$E@O|qG#owZy+4sDU5Sy<$W_|41bULMn_1g#>}pj z#Jdd{r4HQO9C{k3H1{lQthHy5YxBr7@g~pXue`;kaN05Xw)77Vb$aotH>K?@a!(9q zS6qDUkmB1nGsiGXQ4jGN{ynf9Xv+rnT4#=w$Z1p&dZ!KHPq?fH8TG`l3SCiTLKlW#CU$5SdtJKnC?V6k#?BI4c=J0A#p)8;U8j+SqZ_5-n_(hVB8qMDfz*Ck5u`!uN>@;pTfE+|Ci+Z z6XszgMgDGPYZBpGG>MMU6Xo4VC`PMmJ2H9;wvOU4FLev$s;&;S6gQB69a7c?U{=*^ zyfyNp8zS&(1?r`$2&t~c^FsZ;nW$e#D5ikKZz9=C{p>Mgr=@fj>rJ7&vzLXt9R;zX%(>DB6I7u^E z?4a(IuMhKmirL~E7L2~FtTb^r45DOgaMNBFG@HqADy2%aFz@2bD%m+G)GY@ZOOCiE z35M;Qd}gU}n-&(!exi`3l-O7Q_!3YjzGdxW-CyP#MMR%WH35vc3?9JvBPOk9cK~RI zc?VZC6GcFEbXd^LdlYc}ahu4YAP9R9D_^><*+C_wi4(l%gcH#nIt!`*!a`W^(Fdd9 zb`o32)as@kpnjR7NM{y=COG;6Xgo@dIu{-~Kjnmk+SHFxyZ z5e(-1ospvE9!^0;bZ+hX%9zN_JfMG93|>zLIliRlZ+7(=jN*7lV=CfG)nw9Tiowsm$d0>ARRFH8Mto3iRZz~h*9M~ja zbYvnz^fR9-xKft$6?3})f1#r#Q}SCopEBbiQb#y*vZtLb;vY?n`q7JAS7Z3CQry5e zf;a|)7s$w@kFHTyUK*{C%jri`x}n6FXCCZaG(1$C`{A$~`Ya!h+ZDwgULY1xA|!8b zuXrF-3GdM#>s;d31EZ4Is`ySKGs|W?$Y`MzETH>%nNS;8pnqTiRky)hDX8I**B@!K z)wpo0xuTDLHlCg^URf(<0}q7lQrqsBal^oK5OvCx#cRzDJ?AnPl^4am(pmg)l$X{FVW)@Osla5_zWwYv)V&+ zD4vbwiKU;bxRz}U-kfsze(vN$5g^lLuCg^=+j_f*a7E)ieQH^^ccF`pR8knZ`v7JE z6-KHfP&ZtnSH(b7sRhRPq4M5p!?)B)P0S4CK z=rrM6&?KoC?L*j@or~=w^vg9cjWFlEWUKz2r1&mG>C>)P-vOytTUwBE% z``UXCvKIX643v#nuj552lp12$fF?@Xaj~iB-YKACs0x9*abl zr_k&r-H*7nQ0kla{EB71=C@Jot^Ufl%Y79hhE1YylDJSmkEog^=+!|H8dbrUTX*L(DB>G_x&&Q zCiW4nk4j@QRFy&adnvUeR3a;?3+p^_(?rw=Ea{r>Hek)9K$>j&f-Oj395uODM06LT zV8HXQ3=`FSKzIby7L5-_ABD6LT~TUhk#7bMl{+V#Yz$s8CZ1JNv!%zdl%bJ9@d65F zk|NR>7Uk&L02zt%Cq|a-r;eSyH>;a?pjSLB1>FT=ZF*=`;fJ)SR3_u*Cj#{oqdQ*H z@sW+`?LQFd12NPcCQ&;7H@a`#5#yvHQ1!CbSBOfH}{nXr_pF!KuE#-|gPX zN%^?JBG>zMy)uyKSfHNuwgnU9SnZ=n{&83gWB!KNkIs6`a1Fgtg}@_6fY(&rFRzis zT%p`W;_N4hI`f%u@AveVxFIHZ%H`zA{oyqAd=WP!U!sSoDxj#*-HGBdFC z^78>MhX%{W?Hdn(F5UXNz#0MFuH{?_OV=n_FaDV0qW`tM&8jj<+^b6%m7emCx$Bv! zYQ_M}ZNq0yS1i0c?t|tSl7>yCL*YWfB!c)Uoe#d7Qu)qan}30i*;&cu=bl!YY3Elx zkh2-3V?7XYg4-e85U4|_vk=K5c8r&d2!VK0E0?ubi#x+r)rqYM8eE{A0aap5yr+M+ z8x2qD{l1LA++);Mfg2`VxHnjv>X zXek4aTBGZjCpCL_?Py4t{TeB+lNgs)kN5+0+UujE0YHn)%TH)w!4jwQ+z4Iz{a3Q6 z{sNl=p>$_8s*@CKEuIw5z~q3RobtVWjrpp>eb*>(|I~k3%{ypq_#k@PMzk^`mjCkj zc82T;p}3i~23Bk~trXc1De3eDMOLI;=6)qGQ)00h%4@*{4tMEjsC9Dm1v-+NROz^r z7&w5N$S1jm%er@zav!u%Togvh-^%!AdkbqkcM1L1g9R#Lq9YDPk}c4Zt;Z(K#lgh1 zW9)WCRw5Pc3~R`T&h4dVBXkvWi->R}cPo@w5x3ly#IIl#$s~z*7D|UL-2D6D09V z1CzmwQR7rWXG9OfKSci^-PH4-iAImwyEy@-Q9R9L!Vg=(NXQZGTPt~JU25g5mGyjc z;Bcv^pMYk0pzQAHkpZNsL49wF)0)46>Cc9i zgnmTzdkl8nvPt@PXG))3=M2tqAHG?4+Whx$o6B|6E;*ll0T#+kvK%3662;*oUUUDN z8+gVJuv(n*4@r<70nrTY94Tw@Q@I}(W*SEi&dN3Sh&jx}x~l9fk^GyO>VuaHls9QF zM;zsk^!KPZ@kpb3I9PWE?N& zQHt2#JDO$MS?Z81-)a2ZVHelvJJiaHg?_0eOnCe4YIAvLM&q$9ctcD8TMrTsD2o2^A+-D((&N8?)6;AxQH z1jfSNlgJ>sHf_)}FCG$}Gpn^gkyImeE^>2qpdfu#mmzmhsrV&6H(BSH_%xF>)e|yo z*@8w$iRudC-i_np@*{)f?U7$;H7Hpk-6jL1VjRuVR=8 z5yev)4jS2~+amOqgLrL`2$=XSa3`%li_FugbB0Hf?Q3Lt1cvhtIwgCMc1K~b@|u|> zGLVGb$=y-fspsZvYaviA61c>|b~vR~Wdr02@sOhR_wQpatS8^dn`!wV9Gb;*QbRO? zANFR+%W(30&_c{ez%@wu#fRY#x?R>~c7ZmE8I|K%0!;p;he;YA?rSYX_$9MOB z;e#@hCKXcP7yheRy*Xo}K|F{tj0qwg_xtv%5_Ggno(W9VdS>8-!y-EVIsO_KWk zy4tzovG)H92N?66HEL}bY!k6N<63v*T|NJs@fEzRa&3~{0Z?+fpSXJO+#)ews4~9a zJwTq}ay@pbkzxz8h^eS>1IiB~uIsQly-oZ%JV#xq`t_vs)T2O!_d~heR=JEB#NuT% z3_cUn-3ogO5=gT_V*#v@ILOSD&~2Ncs@K&_0A@l^U7a!01&9YZpg6teYTcP7^+An~ zK#4Eh(+DyA2X&V`Uhf;xr4iVH)>&CffB@pdofD| z?BW==F7+7ZZ@~T^4LMC)p6ln13}V3^ih}1SiYcs4xgGz{vSOm-+zHAT@m2!wz zQl;exJ`S;IN8vfeZv_m+1MP9LGxR??w+BoP;{JXeG%tQ~X|2@Cr1i}BV((jX7&C>? z{d-Y7#2>TKEw(Xq9tVPpsqUNKpL)BUFx)qc3+r4#oci%W=ih}%n#7~;`VE&TU$her zXNVigE3D(S; z|9Vw=6HDZ|xiz$evCtmLZZ9J`EjScRxQ_-y;l{te=G|G6({V z{vMjMEou+wVzJoY-G={%;0nz2Z9+a3JWE^-DvImHbWg1WoG>Nx**y8IM7Xr{JLOLQ zcQ?g+2H{~`#2W~u`op22n*K$xK|cd})u+ju-@<$2zm#H>%r#)+etolew z_c&Z$BWXzS124GUc0za^9jl51G8oHjZDZ2K_mIf5hFQ=PapDi};T@kw`&y|kHJG+^ zj|+qc()sR(eySo=LxGm8i{RDUoO`vuy!Y8kvZ*6E@P0t&xY9}UIEqqC+%^JY&$`;r z?qM0DC^=jw{PFXZt=S0%7PGevz5XFD?Znt+b}~gEyY-@bEF{#{7A#T6M9kRixT%JT zLUx-CY{#dM9M>4&wtBiY4w@K#mCnB$%Kka@Q8|l6=%Tmk$c+nG21ZP}b zg0twQPg5$;Pd9;Xwo?voaB2%s#x8u;<|WtY1RCS77O^!2+;%pfy2)b5<?r~)E36hfaTcXUf{<)%eOI%lAx#( zoOb3u3#?}!CVKG{Lc7f*eU{eJ>1m%C4<-VdYZXx0gGrGr?e1Vw1oI0-e@y6i``lsR zXKH-w`Pt`LAML!2LKU<}i`Ro!Y==M$6iB7HYm_~+6CT+K(2AILZrLxvggZI% z+H|~SL)zlkq+$&-4#z|0OPY<>F9X$7s`<{Zmmx(+(kQ0>WuU*crr4k+qx&@xtwZt6 z8R6mt{Qt+X%u`TZ8s=|MqZ-K;yKo2>YQ#qC@dK}tK?KP~iU^stcCQFo)j|=?W-#pA z(buq349qYZ6j|6LAK>UuJF=?vl{$vv-w+s};gVxREz#)Eu?2?hRtI91qmLLnW$9YwGnspZXhS?(O$1xMAG4$qyf|k%H zdA_*oiTOgnO9Oz|?N=c494jQ7V^D;Zb%gK#Ae^*8X84_HC*{K=9(jY?I1V&CP3=ray(EAzjhuLoOV(tN+8zQxN*3 zu(#?wbc)9t-Z(O>AYKSW&~C&_M~ZQ=rb=UtSo@Qc5lEd5YrQ+alHUZH2!iIkaA>Z z1CTHK<@d-dP8b(g2C{^?`?#9A^$vN)WcJ{9nV96{v&53AjAzb=iF2|beR<`Mtl(-A zd&HNKWv?{GOXj~tQOU>^gLjE<$fh;wmpZ6G=MfBw*iMGHw`#Z0uDF{@PXp|KoXv82kdd2*&mN`ZI*b53Vuz@D5`WvXwcvb58o~;{_sYEkbj`Q(GM6G zs2WmY@etCqr*#Pu8}M2m8M+p#I&X%fwoi~={%ry6ZeSDRdiMl{w++}d3t5N}R#AyB z%ce{}b^GHHhAOw?H%Nm>;MR8-9Zrc*!Cn$DbDnB$J*BKRdNZxCk|I}@NCxkWpQ!+% z0h1cv9A*lkGFvb|NkWM4jAwRFc~?)vb#sZyenHdmi5_Qs_n$IutbIYO-oT`cREpXdf)nN3FA9FIVMHqM8UY8=Ws?F5K!1#-V1Ny_0_{GHR)9xI7KNs$ zX(uUl-2h6k15JcgWB(SekG#n3HJmT>Sne839#qsFG8vK}1<47zbzpql(39(kL%eg( z(}9}Q@fYLlk%w#q-2pJjVT#1@lv^P<-0QYfdkk~(GmrF9o z>A+-DbTt0Vu~#q;Ed7b%KY*8gull26nVsEmmIec#W&wzQ$CX`HYB6Az@#|O2(fgRx z7%X^X6f#{L)=Q`c2bopgq){dCJP?aKoC1W7^=g9E6v|=N_43m|if9E)g{bwAIs3c{ zV{6SZcN)h+?(OiU&d+;OG%b_Y#D~83^BAS;JZr3x4N_QdrJ>&6m``Jy1-BP+V(t23 zv4Wd+^GD~Ek1r`i`7lW+&aSuG^D2U40v+KW=ev0*GQC~uRa@s?Jz3B2^TQ2NQIIFL zqokY{s|ED-QZPT*EMbV?$rJippr`}r(J26}YUU&kUa?s*%3NvwG|I{>xPn33v7`Y{P%iMWJr~89oWu; zSgB0v2Ogc;0EkWt9pzTB&IO~}^YxT+L+(HSAN!GFR0MV0m)zdd%e+38)d%hHgQQ@z z#?_N)k@U$BbK*{pk&0CwNm1ym5fEuSD!VZ|p)iM11$+F?{7Zrw&J_Bh5Y~^;2-kW1hi)Vt2n7(c#pxjrSC)_im8U_GgqOrgKdzgooH#|I^Q%2@KCwN zC=d6tFw21$(s2$oBNE=c;d&wBVzMGw&`-Yliy;<&i~g$_@d{blhs%szL};*h(Q0&0 z9!>KFJLlPUp2=c_-QC2H1@i*nU~;IFc~ zZ$g(pu{LZjdJ-|($M!~Vm?7%5)Kqf;uu~(BO*XP_G2)hQ#$b?- zP_wR?8SSA+1VIycIem9Ime(bmg*D82RCJ&d=pO3u|0l|BW!pXQCSkH1m zf%gDREaF3Q6hqgI{~k^myv4kGui$vBGR0x7c}#i(xaO@>0}#o^my#!964l$+$k0T9 z14JdqRlcF{yL*6R&h;G64RIl}fk#ff6=wwJ@DlX9yhQ`Fa~{wb z&sJH~Cc#+C15NATAY-_A9uZEM)TOXP&nHlvO_!wKu zE}G{{^TOP1Thin7Ctr zPZIb-L|WQ#TUrKx2U#=>9_2C$$o>x}TyP~=+J)T1|GZnjC#XXmpsHhB;8SW6)_1-L ziV7}3B~KV1Sz8A(2V$kJqi)Z$<0XZBv@l|K+j{9+aa0r*I|0=p@D!le-D@4GQirQ2 zi2jgz#zvXuXpFL!2tP`h;{54ZOW9JGXXo5auVr&uEj_5gP^cav);on*e>?;jfafz^ z6_#$*FWD4>RWY@q!!2W}_8qcR4Tw>~JQzgkC^QNIouKIa5{5;WIy|MGOzX=d>d7H; z`JY?U|nPV0@H`dV3{^% z{W#&Xz~e)kl6JdN+&BL*zJp<@0a1F)X4?ilSD_A?cpn+Z1kcp&b{|-Q8jhw7JsLAE z{8#6jP9(kmBuV^!WN2mk?}a^DfcD^C7#Rw1OJeQOLyj$4aVPAI@W68xcQe=P{-|3Q zLhftbnGt3c){mt?{iwl!0VPd)3MsMe7bU*envDVI2MR-)|Gv2wsULJOHX_NVO$bpj zXs_$b@*sc*X+F-w0)r^|>#@KjHHL)W8FC)U5|w~}xMM)%ZR1!y=cROu9lgS%oj!%I zl`KltR!*Ywn=XGk&!g@$W4X2g>_{r?BbZTp=-rAar@*MIQF^rnFK4B@|Jy9;95Pvt z2%M*c$hNjem!ETF-bKBsjmLLl0K2%Fmt~Lj#sqp_y!*c}#0LN>jxS%_tCc-5OrN4z zd*+ZLkPMJ;N+v5)ZVbRybvXB^$#erqpoX0}8?y8S2nF|o0e)rKKz9|eE`&%@6GX^P zY3x()QkvNRs4KiP+!Lj$0g(_Yu?VrLvB1TjL5J_;7iB*sL4YmC`Ve{<#>B+S{a6Y-C z_PXnyZuVl|ejI>3NYDm`k+!hUNeYURYp(Vifz)>Mu#x3mlYSXxY#dS#PJU*)WWt|K zpeX}pPcWzmUd}rpIK+W!1g*H_?W>twO#bpx6hOMoC}D%RsT_@OPk%)_VmsBG4%Y2X zhD5?yzT>SoY;NC2G&!spo{cI5vo+C<_X)Uc$@TExvO&W+15^Cky|zNwr5HzHLYl?P6G|_2`F+ut#8$KcZ8FA z+OUJ4vPuU!lcO4Na%!mtN8b&$g0nOx45Cz7?K}NPb#PAuz>)0`uvnt^2Jw0|26z;9i+fXp710~Rjhvu5qNrhpxf!2sJN7+dp~&QVpQD5i2Eo99*SV`kb{2i zp|I^ENK~6`JTWAn;E&MeL6mysJ77w$@=I{C)i9P|z(9+}$52j5NsrkD`V}hj&lqw2 zn35P!H#aZ zwQSr{&G^z;%g|#5m1TvpA?gLTS>K1Kz8c34-xzzfCCU@x`_Z zDuH-y#F`^pfT9^OGT3XCPas@H2giP}{2dr&kwT52_GHdsPwv3(2+p%v*288^CtM6^ zsBTPLepwhl$nONCw!%Cmn1Dhlm(bvH<+VUWJhmujvV;YzQ}ch^QT6eaVkl{Zuu0{v zE#Y!o!?*;(!}SR)3eU$-F3p0h;UyzJ5Ti3x&5O+RADlxGUiqu0y9GF#ib1c4s!$Cz zB4`zkNQqP2b^ljZ1Dxs=aBL47*~|xoE?xwr)qkZ9Go<>G%D(oVdqMHdoiQnc2oL4! zka7(rm6K8&oLHGvcu)*@F%&;1A{u=Sr_qaaHJDx^-0^tYnBEn9s#$q~t40fu|S$&^)@%Fio|J{xJD#U-)%#DHD23$8ps z)$P$pcT4j&Ew1E=BUM6ZRAeTh;)c~b?2ka^wX+YnbXnw_7JsgW8e|RunIywa z*@=AF+q-hjvL+1bwh#?Ky)(m9Av6;jNBUIcM^Ay=7@7$3KVM`m*oFWlpJW7|7E?#r z5PJAamJPFmf*1|Yjz^Z_gQSYhi$mqH_`344G39;i)>S_39JS@!fR4JT+{!?d%Fm^B z4xrC<$%*||Sco4AQf2DDld-^#;f^*B(3m^eVuo8!#$7(#an2;-P% z^1l^i3)#I&HrPPu)`~!l@xm>@nJUFlEnWLq@n8n2Wbk^ls2?sk zcuAu=XAlA;)K=3>v_qjx3YCmA&T=mV%oBz&-p0F}7fdV`$PhaU*+Jv_JwXXM)!dr%lZORl|N zV#eh*K-J+O>Pi)xE=#W5;5BrwE`eJ1kZeJEMvc-M{E`*w{I|nArHOL0dcSlDILo|A z7*1`BzOQqJ4Gz8lqE+z^Kr*tn=nlkP^} z4aUOlcj+TsN~~8~mYe^#I{^~Z>l$Xg^G-Snxs|gv%Z?HA@(gTzpz_!jd6uf`RIh!e zXz@vlFVpjn`_+_0S8zi%0jDZn!7nyp)QWQMN8;`h3>7XhIrx^AQZ@SHLc}n7SYZHz z5>IzE<=9>@XDF7I=lyl4xVl!S+j-B~ODQph;gBm(9gYFY{ZovqBjv~N27wnDTI`}k z?yS_W0)ScStymiccp&32t$I5KJH(+eSlzK8X)j6+R|%5-Say~rE~ib&C%l`o+>Z21 z9-T+0i|$$Z-=)`_@5Ek|-Z+@qyYEGN!3+0Qtb+LFsBxO&HzNWXKx#VoP#9WgTII4` z#M=17_+#uk^i6K(OvLrlHb29_1wvq$xVr(IF;QED>K~&Nr(gt5AvJU<7&L+<$J%HU zP5?szbvI=Zju3G0{wU^Ydz%tlXD+olr-~#5SSN68`6>i%Fu{IxJ8I?6l3;+|;zV~(w;^)= z*5gI11~ETW2xJ;X+PdHGo^OO%IJtXn?>`-8zcP8Y1!wO@8-IxK%1Y}o$P&ekUBA=7?;l`JxXd|FwEk(kBFJ?MG12?xOF-E4SO1Z zfOHYeAO#2r<9e4AsQlm5x9Znd3uNqbR4#kexm;KJaI$<*;sm`-QG?+_+l3>fBZv## zMU+bBs|zkIJES@+(A#K-+hlavma1o|>sQ~j`u_CkG|N%*u|-uqf?TxP;bzLghKrxV_Tx40#cAerIV`pl0` ztILw)K-w4T_!@nxO-^Yu%DmJoGC;mSxpFqso>a6x zh2i@PWFyhRcFWe3VA(!Ws&4*tGGY2+e>Xr6cFQng3SVtR^tZT{ z?I~fy(ngUDDwCPv#h2`FkWDK1qv5n@(TV|)7u@OzDqGX#Eh|5M7q;4BcOdlOJ z#qeMl(VYs;l30+zj~?8ilC>|l3l?pjQzM2^1Jc??5O;R>naVlcuG;N9XZ>E+NFGum z%=;_B?1O&F0=wlM;p_Ez0(Zx_U-3CpNYW@iX4)DuK04GNe<2*-5ASJo?CI?f!(AK7 z+?OG;^^0-aD|XDi9v7(UU(rqNZMT)ozy_lA$!KVoFDGs)itME{&`T>WM>dO)PdX3e zjOajb3YUjC^oV`eU+o#TL)<~4p|DnSBR{)UGlF4?5^5>znafou1mM6!w`WuO5*MwD z9W{@s0K#E)M&VCW@UFNV(o9Vq0O5)-^oWU~`G_bCIveJPTDA)B=A)-H5HL*bmEU}> z%8)dY`=`B5<2DD@&m5WR`Df%=NU`L($~N>RALm21MoR`=9mCO%E_yPdR0gyB)gYD= zra0_#f8jnljdHpwzB`m`6i0hZKtNcf56Vk7RQnMy5j!PQ7XpN@5J8+@9k6@=D!nl~ z1m+cF8XoaO|8C)EGjVTxCXf6%WgsV^Vd<{z#fBhNf1y87Mty2PoaKg+a_2}`ny#3g zK=HVxukSirN_kbl)QvzfuY^$v=l1Ty^486ulVr8S_N;l(Fj7+_u$iGs2G7EEosiO= zBz;|`s95XvrVUHqXgH%|va|eQv8u9W2_orP!<_Kf&jKF24S^Q{KCB7JMN*u&R_gwu zJ@}tWYvznS@LprXcCff8R!W}10j}4CtyFo9KHxmK>9hp23lbu&?*|k@$24Stx1vVPlc%Q zN_66P3!#^MmJQE4fDbi>;XhwS(()_M^uc6IqYZp96aLG*ra&gSVlDYaBJdl3Q|FgH z8=yei;vic-1gM)$>K)zF-MBouV+GNGXUMRR66b1hY9XQj1AoyV#z{b|SH^ieobjB~T$w z1*Tq30;co@v7PtJIV#_1r%f~5Eo-It??;Gquu>CS#c|Fn^BhxuJtL0HISZsPO=x2b z$=_qjYt#-hQ7_jQyS=+2s}1bM1M9ceSq3f+a6AUG?_*H1Dgm`Mi8oEIJ-&;s2wv3R z{~5bE69>_U06)>zt3sf~CzujSlGUGILzL-|q&D9fWZb zf1~w@s>>1oMFnFX4cJuAkpQx>9F9H%n?5p0D76>HNp+bX{rB)n9I zfOrjplQU8}RdIQM;kX+=$hrV}FHl$gzs&dDw8p0ECeTRBg4sai3UQFhr<*SnxsQ|Q z+a@4&@hRbPE<00^%*pB~E34U=Pb_t|ZzNQgL>}iiyOracLMn?t2Mtxke{}5ST1cme z!m@#)qKJe(ugqyV@;)%^GM*e%oMPumw%MkItRd9{cuJ6@A(2H+f(0 zkI;B-ZSQs8Un^#M1Z3QgR&as9Zklaf3DvwhhikxiZD(u3u)S--sN(3w1GezpWjxlS zbU?MBC%k3*DJkwekpl}iWek;Q5tMptWsVG0=51TK?ilyHY1e|}_nKX1Jx;jL`gDw# znbV&9mo&Q}4$qQe?=e%&&Gu3N9*~K<8p$s8)G1i21qBUszPQ?V=TAwt62U~4K0!5F zWV5HNnUfiEjY)ejQ*eB92b&PstMb(=wjWrDh`2C@A}%3cQr={tq=J0caQ+4Ujkkl?n|+bZX@~BZynVgm^!T{B)KF>;$X) z-7+VmN{ErubO*=JBuP%&e2h>zf>s+z6}z;%5e zGohM-=lQ&JpJsb3HL`x>wGBqylT+z??0_RBC7dNSh(q+|(LSVxz-|;H13qZ!?7dw3 z6=(T1^P>`>YMD9bkQFMopZBxax`9VhZvw*A=7CV=DvSbU1h|#uN<(4qMXF7FnL{Kl zQhxF5JF?DLPnnJ{2QWL4>LL8PfFe0+3L$qKXa0C50Sp@6N*-G0&S=}SB`!Lz9R5}c{&L0GBZ6&5nuwRw?2Uolb*>iH^`|U`paF>rN}eg{=eD!al$v}UiHd9 z&gH1=nPLI>c+&`?t0G>CXe5l88Jo90w$3B!4bFT~qoGHbNvd^H@zj-$!lqL7rc3~F zp2$IF{}{<_YTD|IefT>Pl3#_bTcor^qEBw&Frd=>FG-2lKzMG7X3W%jzm?5p?7T*;MK^K$;I3&KJ3j83)ocL$c=ZgG92-0d&wZ05Mtd*8$ynX?9H`@|@T zYYU96T3}h_f#BJD7=qRvQQ@rn+oXgBj$Cb`bp{&_(X5?!JU{|m`(t1Ix3Pjv$ z6$mkUP^mvZAc3ej&asyOQGKkj zA?)c5&1(~$P9Zn%d$2~j$VN&~KW{k!%Wps23X}l85lS-J9Y_J7QAd@sqB@mQOHcJ8 zRH^G>PJ3@bHm;K2#l*27!ZIhUiELwrR+;(;!5w#BexYkyK3){=RX3N>dC(n2m_6}$ zi4)l#MvHd{6v|kAiAkH|l6*U`NnU(9KHr6jSsyFH02`CmuGNa|j1~fmO+ZOOm|GzY zKG&zDBP^`^mOq^I=`@v?DXoH5J9ekxux!>%{DU-?SY6IN# zGXgsDL$J1l@x}A#KM|;tCD*|IK81ZJ_8zcDTWWJ~&z_;RPJ~?EK{HSfDpIV2VAhC1 z*)}zmzNwkrAkD)UM`jicsz!Y+)!j=VZVKf|{G({qUc$_SQZ4bh#SL`sn5}`(!E)5) zw`jS9tPk{w1o@~s&*9EmHST^zHV*nSIeYW2th8IBd>pQi#AetUomv3*@DYdJ2m0xf zRC(;5zpP-M?1A>Tw)|?Bp*C7}^{(y!FAVw6W;hDNPi{#LCv6NLH6RmE>pNi-Qq7pD` zi0dyHrRFsTxQz*mrlW2~=v6?QaWwIl_xS8mh=e{#vR~o~ND3;3wfh>o2`^ z6aj?4eG9@>sx7^G9C0r!Q8sl zqefU_7A?dDkw;T(uF0jhq{xg@A*Sgu}3QjFGJS%R2=}^4>k#1qgRSr zK?0A&=(?!)Dy0RC@;u#y(6TKa<`u_87mlLu^d){}L{#x=>ec$*2CV<5p7w~Xv5>uf&y^v2#D77#B09b+d0G_3ek~k*Ll0$vbN?CV!t)bdb z5p~3&g2?N&{2rQdYuP1D3^*=@ik$CLY5F+O#v}0n{bNWl{LM`TKtPBn z*sSCzXsTGxyC@PjL&mnAmuGT1vPjwvX8D1z|IL5{5TAW&fG*=Y`#`TlB`G+~;7Q!- z?pgb#`g}f>+snhQXW%ZgpjCkMCh_e>TMlJF*og0W@febK(b=<_&wCC3z&>el7t-;> ztd`fVPpgFeJ1wGIwlrvf00BiKU+H6k*{^0Ye!?Lp3im*a_Hr@!A%1Y?WR>m7K-ECmGlup!`a>&Mwgq zZ!qGh4TV-E3llW?Z{4QOV?$c{>>DD)p@lRovNh`@fc~?i^z`UgEhf?7myE)WGb@mI z!6eD{^Hq1Ze$3%jz{bkn z%bW$q0?9PS=^D^5xjb0bm+VoaguiE+2vfhdBM3+cAljt8*T4WdFp*Ln{XfQjsu9y^ z=@V&LEmMav{l293#LxUZ2Ns*`4IGKr&hnHYLfvZ!{1cce(XHc@fKBl5mGfl*YUGD; zf~DTfjcC~9H)WZa0KBa=2Y;SrFoqn&7hu@TgBA7@WkK(@anLU3j01hedF zt&hZ3;RAN?deW3_LEl3NWs1{!b^g@t+c5#<%AZe_qP>?ro_gMQ_YQdva^_^!mIGN$?hkCF2@!tX-j8VDVy0=-B74#D*u;)e9kmE5f^>$(m5ccqLaNIvN9wHX?#;?2BZ8 z{R5>-p=)=@8)o{Qb+_ZSC8Wt%4v%KEQ#t&tauYOu?g##f_EY@t*b6Ar2m`OBkoMQtmk(e=Wc{c@+JuY8Xty%K6E~?UcaTfcWTnVxA@f%YnDXKydm8U?T{v2tL=9%R+C#^$|Qb5F~J5(K^IO zP!G#a7DM4fjs@_wjXqXD6KRI_9g5Q)xH{IB()nTh(j;!ZmTYQZ@dj!*o>!9v6*~Si zj+*%Yv^B6naQsLbyp$_dQ23Dm<`iDiA!DoLGuc;U#9#d$mmZs9V6J@S0qBzjSi zQ|gEo$lek$nxTIHm}Caw+MtwECOZg}l7aZjQQ$EeH$tBX|F8N5?k!)2%RM%I(jat# zLmNqK10_v*#mjzagE9HSt`~w|6~%Zo6y~h-yU=+nY*JHm6eY$Q0WLUje5h7G;clFu zyQpgWbp{QZ;-)X(juQnpjXOh<8K9gxtZwp8c!<2QW*94@>Qnns9iiYQQ#{S>OrDG( zGIn3`x)KRD5vm7GRe#`jw<{=TG&IZ6GDs2HEGL`RZu*3gA5Q_9q+DACqY^tN zC%<^yTn`P(EWHoZnjLXfM9O8h&$oJ-*T$}PZgg1bk-#pT3&Rg@@h()2c`ga^`pcXV z&{s;yhD7}m8yayJy*7F^LT+vwIx3Z+3JOTN`10Sm0i^8(w zY-a;*36bfeazX;AZa)W`CoEwI+^!Tu=YJj$vd1?z+#MxGHs~9%MhI71L25l87_W?& z(K9}vm->!9F_T)%d4`Dj)G(}SHS~`uiiLn(kQnCzGpORtTZNJ5u|52{di@u=g#8Ob z$k<{Wm!>LA>{(zC19;kVLMWLv$O5^h@f$Zo6j!gHP^} z$ur7LdJiztSH2~`GpC4e(bke@gBvwIwTMi)Z2qfubFnm|wezUyt7z!BCx}ver;!;x zgd!*hywv~x4xuPA}k*?=BEKla1+xTH90t2wKJ3-Ky2DHrEyG@ucg!!d;?CV?HL9%8ok-DL$ zi(DEfLUDkA=fYUg(@DD!0*}0H{$teR)}Q&)R&Sxq%#*K(4E8rC>89E)2@<|{Q`ZVK zGioO3sdRl5gX?3)l1g4}@0uu=bV!Z&kyW+|P-y!m*CH#K@cx@et%D`_-U@t)!da>Z z$Y(mNKewk-lT#q1BGl?c9KDc(sCBHpjTbkqnoTqZWC!PVbVLD6y%{Tkbh z*{-_wRy^%jTKb$oyRuy3rAjqp5_Ar>Z42R&k&A2Rtph<u|2?mjiO>}mT4u+OD8%~&#dQ7|7P`*AU*fUrA zZj`z5Ai4}_8PD69E*EW!;^ObBGL-R7#6YB+@<|i`yAD>UtG1jD6`)un=AIOkSEAog z)^?_jd4(At>bu~~>mMotfoumYxLgIr1OG~oDJrjn`*kE)xoLd{N(*o#*9j7Dp+xWntPj&qVL zQFZOt(}_{+B*ae``V*uQ#4yg*haujaBssnbJQ$CP59D4YP4ZyQ`6PsujS$nmOV0iD zdb~!`y;08@w{qkGwp9pvj<1ToL^LqU({2%I9B6!o_;oUzW^;cbrA^WO@BDY6n%d^| z{7iTC9ON6v&*A$)5i82;rY_69;lM5sfRAA@0qcKBZ-BE_ zcDm31PBSI2DqV8kXaST$t81YwpgKoS#&C4NWD}_VkC&JNQkIR|cBl>F z?N7OnR6zF31&11uG0wj)Ypx(ZE$614G9`qkUYWM4Bm!oK5LWRsS+ir^VYX6klLqbG zDq9Tf3&!~Hl$lcX(v2^*6O4B z8ed&v+5`_fq3AS>Qd1@4g2hd->wnW;4Gcu;K^?bmRIf=A$TmzCbyBgdD?BgnY8*&K zy9TouV#InpATnQr4Q!_-F}w;J003qT1fR1OQa^2w9g6d6aws3dribKw(d2&BDa8?z z(DMsVG9DiWfnP6MyaoiVV>FRFSyD1n9(zE3rI%Yf{6g+zFcP#7epBL7(cJDs()Ec7 zCJNxxb&_7*uNeFG2a871?i@8DUa+=F!@};%tGXix5#)?M^aU}*HMr|ZDT%oM?3CZ6^W<(P^J@CddOnca`BQGwRk}yR2NIyxwosI(o!KMdYC;a$av%vp z&qXaMK^(JE!~R8|TSz4kLNO+phQdUpFFka&o$&~8f*}7dyPJ+kdI7#!(I@`F(X;}3 z_ziy@3ddW2e*^4cSV~p41m_j-6mWj=WnX&B`IF`p36*2K>Qt0Sev4Xb0E8hOfwPwa z1|COmbph5Z9Ni<$tGG|%WwxV$hg9DZXH}+`f+x{$aIa+{N%|fvWXxl9L^Hs+(C{VF z<^P!D%sXT<+ z=+#njhc;3?H@*pjo&@*l_PwSMAOl%2vx#XQxHaz4=*F8Wx^r0ch|Q2Ow>&qXwh`y` zJK$C;{TocZxF`yx`v%a3<8n)E*#mf*8$~@89fvG8=f=c<7vj>CM04`C$btp1!BgFk)%;6Y%-jY?~gq z^itR99o_s#cDuwn&a757u zN!SO!j=HCl)WZ9EQAs#kZ%Ryr2sCu0?*L$aWxJaqowv26)K%?47rPfq^8f0~f|t{u zR(?>q&uQ%r8wKBF*3=OE zripXL2>7S_84QWg$FKP?dG`;7F&NUpsb7X#neaXZU`b*~v&Vxn#gBzl;n>MbC<8Tg zY?7Yy(pQyM-y0}l{bo7hZ0^3b?nqdt{3h}@+uBoa^H>45xskbpg_*@y%uXSr3p^d)t%ws7sWcoUp!+3fdXy(OILuD7zzeHQ30EhC>(S%=~MOk(W0Smy+@ zHjMzD_0O}J{fTmFjr`38mL-IFwdmuWr~ZI^wz!5M^)gtqPSPw+7;xoVQxoAvw-}bD z_CUFreCTXR(UN6$0huO-vx4@eA4vH#@4+A?rbedAPSYxx__^trh2>I#&vjh7cHu7? zQCO|v4DW&QEC%81bSD1Z*kj-o z$yqxY9z#v-W743LcydA3t|25!YrI=Ic`id>8xTG*e8X=P2M5xK65F$@zm%l(d7R&4 z?nni!QRvxY@B;&FO6;u2gm2JjiU=iBpo6R2#VuAt2_ER$KwU12DWjNoH-Vl7L)ZRF z_^kVsAq;Bw=h4(<4gE;9ApPfDz?IX-{-2n5pA%Ufy#ex-od$<1rQ(4MG4LUtI}@|E z1aLF9%EwX*6Pj#Vv8AWyp>k|JK9;*7nN5xj-L#>@JqRp=HULDGy9fllL@mX|3Q`MW z(8`-g^B|)$w#P{}d8%3*pz1u*Tcxb4B=T|HV#7EuB2|lQYqP4d(M8|$%qf8B%lhem zqR;07IA)R{?3~$5K-!3~0aB747s?^td}$LB>Oar;ksa-4Bi1YtlXGHiQd{aA$DD(i zZn<36AN^&&&n*?P<1x=l5fmkxRt8pAF+=RaJ>}Pf>bLBV@kwH)t8*h9SdGadWC3gQ zSTYBtQ+kZ2_f8uN$(%w?+3;p2RpA)zM-4aqt+D2vhj4^pt37lq|8#pcH0bdg)G7B1 zS2{POPvm?uE63;&eXT>28y0+iNB?m7h>4fXq1V_k-^yG4z4=nY%Biw$dyOXH3ds@w z)o@RO=$Y`f?ia$FrN1t(kXs;5v$JhwO>U5lH+_4(Q7i&;$KMmx1uFcKk$vxpX;N91 zyVxu5E>V+bhucGc7z_;437PQJ`%<1-o8O{F!0p{^Gx!3R!Ef;7hjzpIYLM#`DfE|Q zca{BG*)dUiIk@m18E+L0vg6*8-!;Tf_lxzmsdLLark?Hd#1C&lkg-ocKe{{Cft6qD zFt%OOk{@`XHDXyp2uO7h(^P1OFJO-)@8lAUX4;uby~L=8@nRJwesw&|eWo%OV~k&r z`|#}=Z|3wSL0QM!R_LnRgWc3ERKJ&fLC-TAbGKAl^Dk`B7=y23R!tnqPFtTLor<%bhg zrH(T%+<+7xV*jsV!fUR4_F&qY%f_)EO&`EugkO1M3v*)}wX5C*qG#JNTa69V^}2$o z77Z3#GrhCW{gi_2mm(Ey`dG%PL~dGKpWQ%mKl~1(gE+Qgmq^$#I?W|hn0 zMr4255)?j90VA~|DowAn(v5AtRkU4CWwp5v4bai?u%a~Xcv`Gzv?1VR^kAEWg$(nzmPYAL@)u$=7Q4IX}Qa?J|>Nwr9XIUHjKhktER>5 z;^Mv!bgVOAS*JEl1{^CyD{UP^+d_7ZAE&Bt{haR>yNQ(a>g4WS5S{z|sz2BGK*rL9 zfPdmENI>s?R=nFX0~O5GLU1g3Of@$TN^MghbMJT-g@`x%qXjM9%Qbj^sJ1(2Pir;r z<276Jx&V=A38>~>5mm)1nrD_Qnm59pQ%EE8snH*ZtP$4-+?Ysoyt@>?-D@-{SoIH` zIQl!e{%|W=5?gD7C0t-SQws7=_-ycxt%N29V@oicQ#Im}gXP!!u(`k%`Tm{8`&

?UAHwJc=4VT_{3>rp@#Z>BNeukJii75#aX@v4 zlT6s^Sl-?pH@>u%C{AMEf7x=bMjO~>)+ct#U_y?Zvlk8f>xG9;D$(rbW(jVJMWj~H z$e=((Cw+ISojw@a`2VoMen?>jS3SnuwO=%d1QnTnG9B~~Ot$vh{E)fnhE4PoHds;X zxUbJ~8!iyYw52mcp`oL5qI=pJ2hZ?H$-$T9Y7y??R9}pZ0p?oujg6dbXco0pt?v5t z-5PeADsHn~RA5GH?D?bO*ukm|m`;4F)$W!!tx!|zMA0o+OIE$j(}h1j3It9<`+=VS zaYuRJST$q|LO=0Jw4Z!PTvCnU03%b#k*(>9s6cL0hLa%?Kt8Cyca8RyzLN!OIdBG& zl_hg{p^S$TuahQ;tp#1i+5V+nPo#w3hEU6A>imB%@(ZRUzOnl@i{I)LyamT(-bk86_-VkvvuOKVN^e!*y2wDoDm6eEw=K* zkb7W}uQ!m|ZkTdo47T<9#DTAd^vPk9m!SXmD~%5Q|BOnWyPstHHUdp zxC-34&e6F`eAYY^I4kG`M&qteY;n%(>1h%Q=M!ojZa}wmpBqsm+yUJ>H8z>6?7C+7 zp0I21ag<5=N=RQZ2Q%LW6-`-<_uUm=Ux0H<5!>QJDe4A%ZqXw`7b#4)1OE2ZsBWyh zE_FKBZH|WS;Y4m9(M#}G^efM{(!2?)8hZ7eg9Vc)Be>B`{?;Ij_7qI#I-93i98gD5 z)fJB9pt}WgZ%v}CA#n@8ivRGO_5+B2z*TI-IVby;y3B&HV~I@PU-ZUDscAFZ+L;l= zY#3(qOaTf4I2mAeQiX|rkrpojwFN7Kq?=Ni^z0U32rb7Kuy`=L&qC#3`bAX>c;JPs zZVLqg{1j(Bn%DlrTw}`aZ6wFRlQ_<$JZ9PZ-D%IP;X(T@f@CWSHd`nD_?|0b^oLqq zlNN>zIJN%#FidL|fEj#&mw-&0ap60+p()nK&v##nRm(_4pOIi`@OWJ zA3x^_ZVbEqDh`fDXoi+v8&#wsy9}3=Bzmtp0=6fSM_k`p^Cwbu{{Kkm4hIw#L`1b zjed*)FjcUvPV>QsXvkDM4{$G@@YL_=zD-6!YlF|ad=ytrD}$<;57=4p(DEh%uj1e@ zdhct$0pu{7*N91Lio$sUukB}EHnozw*yQ~4#EQY_K=lU811qPp1d}hif|Q_RReMw; zE_$u`AfT?T1IU-SOMtK(T_n4JW8`wEX4vegy9rGT>cEfxdeIsyr;YCtwpZl?a@?nK zZ1#wck}yAT;IPEE$VC-)X{fSOp4}(bHZs@Xula=!&5hF8q$uxRIc{2RqQe+DJ zVrj^z_E!PsJJPej)pFvibLaX4g!jJ<<45G5??d1(Wc(jzjT7ANrNnIJVgH| zN+#}&Je+|Oh%sV?a0;sk;;!+>Z0D1DiRes zH3H@{MygfGX6@vYBm>UoRQMq}4Z=w_0Zt_x#2d!M2>O6&CLg&@149Ux1B5GGzgn`C zn@EUn^AH-P*)I6|+;mBuu)strg;}VmkPlvx1FoG;O0-b`?d&)*{QG^gStCiqZhy+@ zA2_$-=b6!5FMAjUnWN8!O;KG4Wqf z7=x9p&L!P;fVKJ>9-(3`x(NjoHhY;O6B5_E!nJ55{C4ow?s`RbY>v(RC{@i~UTSX= zvwK-|-v2TcAkXk*K(RRXEUa>bL}!{`bG!Lpamf%gF0HLNf2ylqIyQDRLp%_xpIZfnUhXMS$7W~+Kx-8Zd#PE&Fka-{OP zNRg9U*zxR7sT_eO14;?3;s=Z()&*o<;tVTOjBIX1{M{KM2sjvnM`nP6W#SlzM_R|1 z!NxnfUHeYriN$+ByRnSb)hA3rabfvks?KoQ;-d_Him!-W3Qg4A*LF!!7W#`8%G>E`3c-6Xtm zIi!v81@uZi1o@%P<$6|^{li@{S{b!ZD0dOgay38zV+9;HiYig9yhNL43jqw=oO+o+i*^V+vAib{@f=D$n?JeR-+V?N(c zmK103TpbshK%EBv{nMsLJ8t$mcJsh-I5x{@s*&+!C@x;3qP)kG(CEqKaVQ#z5feaA zOCy|ufhTjce)d$#>RW$0LH?`D?vdp&!?|1;=>MIxC64auAUmfqwHhQdI%q8u-e^iL z&r;UOVK2@^-jE_rTdooCDoo&@c`DDD=*8a{xxcN517Npd3HoSV!E|V8(X6xW+D1!C zDk%US9x2k-81}SkUo?s49IFaiv)tBG!Dt24TOQG6X-Lhrl%voktqe#K)a(x|E4H7v zeZ4Agl>-@aC2f%lTzr1Lupjz~Yb*;|3^H1=P4E+r^_Tc)z4`#-fCrz?# z>pjy7%Te}6*gc&jlp+g?ba7#7hcS>Ke;Mh`_Zd6k(AQ^*1m=aREJ^gRhYWLLUsDS) ze`cqa0h2qHU%3s@;(_@BeU9n)vRWv{@)LJ7*dXOri&d8EUh!)+KWaY@8=L*feBcYgb}mRuUHt_PKb6&EFeN zUCB)_xHC>NgQ$rbJChDe^DhGx|(Ba!h6^dYXO)fs5PI=U` z3!`84PZHr1m%3AhkTL{wMqt|w^#39UXPHzpN4gp;sc?fGU-yYVfdcSnfM>mMQw1v* zI>yanp{fE*P64XTWl%n1z5E$cJZF9q{!tjGR1}9@-k?KAD5z`bCyC$B__OYQl?91{ zQ;-3l;&5T#rBOsBFqNO3xU~JgZOJ=^y|ZAL$l*(xc#)Dr)p=HIk_3CX0CB=?rp^fi zF1g(0pq7}VmwnmoHP_UuDz^{$2stgzxAg6EuRFwArH>2>emXMqa~sLyr3C7ZqlrUO zO6B=8iL&-fBlmZK??g=YEvLKC``G2^v#x5v5LUJb?1(NBr<4jRCGo8D#S54^{n0qu zsmc2{4cwEUXJB@cw=&lD^wq;5N%qgQ(VOb^ofW<*RA762DO=)XiMlr(D9Xz7R+rbMCwde_my zuS8;m>wiib(BaJU{rSF_{VG4rWo!sbGN&u+N=5lkjH;O%a^r=pY^!+ z(J>?Mg3wxek^FHK8K5pFRQQnL>IaMycPaCRb~4mhDhMO*j8-or>5vPHogrM;H>>dk zhwY(rbuW0Vw(&u-L1l8n%ZiRdJCvi3SM9lKSf^Y7|46dt7eO2J{m_Pbb39iQ#+iqw zt3^RJ;s;2Xc)C=EXO}z`rj?5Ii-*m7F-w_k;pCiYqGskF8SJva6>E<;gIm~?d3;^* zh93=8cg8OO_pys_OVbqjkA(ZKm^SWvPrp3Ol_Uf*45%=tr+1z0NP0}2%z`ar9hT2*fK zU1-Bw>G2uR{nmfSH8-NQ=;Pe`BmXip1D@j3reT`wH)NYzBxeTTCP*ax0=om4tfs4Q z+6um=9c9e#2Uew<8@yXg7NLW9nO9BHc`l8f0{qG4Ei0$m1vsCuCxX|V+`B@Le*5vK zD_bITQ{rNbM6xf3r%VFJO?%~V1Sl*W!BXVqB%F2SV6vF?vUwf4Xfjx(iT^U|N}%&5Y3}OY z)xQ00uVrK#4Q!o0S|=&vX8D{7J0OTb;bhdmg^=lT6XaPMn%RF~<)|dI7d5l|0sSWN z*K=o>}_5-r>~1c)U@8_Z1PK{QiR;-NaD`u3L)V-?E!kx z8WmNlT_2U4$RfF4+pDG+F2oG4jKxS&_E2xy%DfLV;$NDs@{dV(r%?jv(qdIshS568 zri>r41<g#UOvBi9!q-U?!4$G!^5%j}j#~{vFvyrmm@?_o%LtxE?}z30Pox8B+!RkhW<= z>WRZKz#qp=cLo!1gaW^sM0RH>9i3Wa^!QA{`Uf(0h5ZGmxF-<@+th#blCG{JRzXZPk9b%2-WteOI5L2F=V4Rwk3 zT3|~y(0GiiGzwo|Zf~t|HZj#?l1DI$2raFT+Qk|M?i+!Bv7e#8$BY%r`~L7lvjEhM zhhS4*MoQlNjTwktM*c(%94wZYyY`#dkCL$&x1*xEiKmT(S^0|SfPBywXW)j5aq+lH z7g_3C(u|;%PN=1Dr0Lg{f;6rw7B;cPPapI%(Qp${XaunJjroLlW+UQ~a8Bb1Qt1FO z1KzwPwmwQun>p2ZGj2TsGP+C5N(L5^Q1qO4itwbMK`M8m(@GplyQ^o8X82Fz#$&AO zv^w2zfzr?k69jK>8>?g}>FnZ`#qEzp3@nLc1fd#=N$GaOsl9ke&sMARBR#hh(hn!l zQEl!z#Kx(%Qb!`VqyN(ot5i|r#)Qm=ZwTBw+1)6>MM^7ZTarvle1HjME3SvyrA%2{dQ{EgH@C6>^5q$oYb?i<#~mqw5O>e_aGy~+w@sc zjX60(pV3u!+81zyuH(!hbh55Si^|Wzk0?@v+q_&$R#im2gv0c7OcA`x=CMH<$-=M@ zO^Yx=LQH74{nw(_YJ%E^r5#ydsvNn1$Tc5RuH+9r`x{n=gV0~V^@MBme`l;|Ps&P3 z(-Rp58Bwf9aA>uz@u5zFSNwa%{w3*c$KSFa{ZacM@$LkYk2?J5L+2G{g?P>LWr3dD>Fp z!S+YLHCeW|6rfGnXaIO3TEKs)@2TD=@BV^PTc7O|$ z3h7IbWKZ!5x{p$EkkK9?oRTN+ibXx42?31QAik$)EY0Hk$aMDX?Nxj&Uz0_?&HFtx zBSV+TaKB8=n<@j=Al|Y5F|r#n?K(9QN(TVm%1TDDEp1%`3Kpw={E?csLiC$ zEjvhS2sMnsKmn97O2%Kf7<}+xn8#g(U(TTnpkD>44?v(P+h|1yp==%h+~kZ_2D>Y^ ze;^8!OO@f1uYW;*;CFf%Nfs|0s3d9N;UYI$-aAMA`6U=dh|FRHCp083Cwf1{9NDW8 zx0PETJIBk|Cs%@V+mNuDtoQmS?**bB(UYA3je-1D!0n7a@qZCzQdb6Fxo1+7x_wIM zXpuUV&E<=iAFstoql>HK_((*|*?vH`G4u6aOOZYHsxk)9SQk{0V(BMjGmUQOHwX~b^!x%23OG)EljA+3_qAftXQs^8*bQk!%ReBF-G{DgcD@hr}e}~&jlu^Dv5ILzJ<$7 zRL%*JyBJ}m*i#!TjuS4@&Gdyy`n)2s@iYJdChSR;0M}fZ(m2|hQG7=e|9B3SR_J-+ z`gpjWnT_ehLx83F)3Lyp;%XcxgwK#|@gAx#&@iJEdm^%1VucZ#kye22#Vm)`3 zbe#L&9D-Enf!=Y8AIv(V-Zb<>r(V4oZjQRUYYl|Jw*7+YQ;i_F8t@7cC;%W#1!%GZicY9R``I*nL65vSEjB;wTE?{Mx zX#AH#D#iD_n>$Y{IMCNln+wY_{N2F<#yYWNiYB<&z(LJ`ViOVZUvvmIfL%;t`8?gI zPu|$5AO_UFJr59S(*MsquMHe1XfB*(x!x8NauHx#r2UI)$w=YM=zQ=W(@HUc7Xvhs z;qBHk<11Hwh4{!Xsk6AU&ApK{#r5C?8m0Ex@q6;8b_u+Pwt-nJLeiS;IKlKKR-uf7 zOW61ZMxV;wk9e3=LgvsYFB~F|dZNB$jPL(4Q&K3+wGg1j0EE2%jer^rZ&5C0Wd(mf zF!)|1La)zh8rBEm;toAIww~`usifd*!x~EN%GF=}yvOOju5}QKvKA zUzgzfTUOQ`aBG_MP6Dh9U;viLKKAExe$*@}cr#x@1Y5>9XgG`%INRiJ^ez|_K@UK8 zN5lV!oLiA(EtHo~qGZJ37hH0hHakPz(}tI!hILGdBkLM+n@-AZRfU@(mFNxNE_91< zM&AMU$s9F^07UMuwD{B}hTr!JT(FubNZCPieiESiyw7yP34s6VvlF7Xo;C?jr{Egj zwV@;n;nUTA<73-}$D5 z<&gjw2K%q8zn1F{vc)gw;4<6wwwF!u#$#8aG4vCH1RXm^#85BBh|o1?_(S~TnMKbf z&+jqn73a!B^H8oo-9xF~xnN|7YW7LVFvN$ao<24CRH~RC+sI;mm>o9S_!Tx1g~@yZ zv+MhBvkrz)5&Pr7*L-QU+fsylax-0~d&f9a{KO6QtC??7lPpR_sM9MPD94e4EfJv{ zjXtf^g9}*SpyBRP7@p;b-k9!=GXR3fzaR-3XC$K5>Z&prE! zTFp?^u?LE?dC=*hbOo0H99VBsz+|$*?w+mdH&pF;E__Q&*F8BqQqsuP1z1ii zE85a*Je2_K^K3O3yiD?Ks5Sm`A4Q~~^sjL~Nz?YNJ60t@);kuS%qeJ)S_piTSa8`8 zW7qi9Ff(gPGs*ZGZFd*@pT3Tr)I(*}|8EhV?&R5~{cg)BOp6(}wEm}2I1>q*GFk_V z#2L^43l;~>NkdL)N^*>cNrlbu%ewkc#TsMoiY(V5-xy8aycD9dYd5LRf|pQEe2V?5 zrQu_7sRV%7`G8q{QiU_jV~q|K66Hsy%=z_kye zG|h*oH3+|>k1j_9WKlr3-fhYn4v~YUBZu;TCqxG)GI3Z!C{#~`rjkC45#gqDcD2~! z1ai{#={d0W$dOZT9I_cH9K9mRt&{NB@%5W4zk>Iktf zgH>upe!Ke&3-Vz!6}X&S=;F*&bn)TqNW*H53DL4AEaoz>ed2pYeHM&8m|u3|#i~{# z0D9Dz+<6Q3hLaIjF5+APQ$BNs(QI%YeHcbg^g!w)U67IYU2HzD;_uJMkymiDpc>If z#3BiCb{x8Wsk?A>Uj&Or2I-yy)CQ>mQZimNP{YJaqrgs$ywi9Q>=_nO7q$y-{u>Mg zJwMxrPSUP^$9yQ;+M@PnRg3sDplNT4c=~KimLpTvBlB(O&Z+w$j)#U#O~y0uCgF-V zjM<)fJTDhGB`U6sbS?N>gQDrmItMH+wDre|y)8qeZ_1v0XGp28Qne<`8`o$ra-lwf zikvvXb7(M&C>yigjz9(MA1o97Q`F z$g_lRcvy2RIZ#(T61w_yUr6s#piv)iLp4t8#Jg^b?QT$QLD&e!#Cm+xk7n72M1v@A&cc*_1Afrn3dX?cq_4THCO~lAZv3sAoHCdj z5mtqkJn$N%Ga7W6UStGJk4_xFQT&>fcjJ@yqLv$PK%zI9wSW*HsgA&19~0iMHf5=+ zcOey-NYq_wP7I)cMoXlgd?AsnSCM$aZpag9%CYuq76gvR{3Vqev|$cZ^rDr^Gx&IR zO=i&3fe&f4KxuGrYoFUMK;lpxY+mWtKR|^zEr8GKLHozs{q@2bDDHgfuCZ~Kssw|Q+H82(|RK$p#|ELQXw3v!`j>%>>bO%A% zyp@C_c9x3!E>Q9&Q2Na!obCHr%p#AGWd`jNAzMTSSt?B8fD{U99p-X&q4euK4xV6J zNcE?MkK#8x(^}kK{KaZ%9FP(!(3eP)B2KppxU{V<9yeLqeE7`wvGuenIVFK%};w)KGY5 zU8KXLfXh=4jo(@b2Ai?{l7uz1mm8*JXByZ0MO8W~sleV1u}~M-XCkI@t1X@-G#$^t zqWyg0Mo^n&hEdqrG z!=?QD_pJpx$T<93IUgf*Gwr6UG#SNdYeslW8ILUqkeKfMb$7y5G8%`B59F0UT-rO@ z^Wl}YT3Bqm2E~;6lQqo%357R+V6JSHY(%D^1eDpTNXxt?m%1-A`Ct=#J3;kGrxfp& z6I!rkD8wp}JR3I}ikdq^rkD^$jNIfy8dhd+%>Bx2Rty3?IOGNMF8Y-7G4jg=qa&85 zzrAFa=B!nb8RN6Yq~0{yxum~kP11iv$}46NIad{<`M?;9_J@_RV%{1Sh`l;|Bm!~~aMB0SRG84r%q3!OO!UI zau^9;I~y>GXYaw=RKgfI)5$h_&gaZy9UR1SBklX-q5tbyKXjkH{an?brKGEKpzdZmS_iV$}Ep1 zr|3!-a~1a=sHLiM|4g+oU=8KidF?mSG$mqG@1q^u>&@JAbT=Tm7i?BpMI(ZG^Q4y@ zgUuf767ZQ493sDYC3!eKS?2B#Mg*Wj+v04m@~Na1TBZTPv}B!9ekqF1W8)G6z^;)! zr9>&va;Ns(>X%lY7F+82Wn-1=UFot&`&khrf=UgjS#ksK@ApsV&u7=YRl#t|noda~ zh_7l)=4%1f%!U%Sr~%6z$Hq%sAAuffX{mw$g@n%`<u!81yqwrk_Mx_(nc3pKHE~#!9yd2PdU*FjZC58js|aLCFw; za;kzJ4yGt2JkObgWrG{u7jRGaVMexRuwq)8IRjQ7MA;OOiWMGKhpy+_ZIj5ttITjk zWAHq)SmnPP{uy2Y_Bz^%Aw}=#@^$9#Rm|UaF*E%f6v{hilGT0*uTff5e~+>Ts7)NR z{Bfbs5x9lKcZnxdhpB_}|1dU{`F~w=RLTnxIYxN8nbrq*U3GlCPH2n6py#6r@fQ*{YdDklcj=E~EHgZ=xolxEEtK$I+_<3LoHo1uH;1+pR5Rnk< zS=x)iUl+dsS-u(`AH?%U-I2I{ADmm6`WN6GacH<0b~L(zNqW%$503yDD8m8>UNqOU z{=AUFqs==QlM(0aq~WSq-V7sPAM8-ATpm*M%yR_`#crfdOq!7mtc~QK3=i6cIC=@V z$NI#iz&a*~+|pY0x!aGs@D1~vLv_&kp)(Rcu9;*tulO>}3Y%nFAzfEn)1phphCs~{ zRQ26($E8Do#51mxg>6uEqOM(r0F*wtxKa6`!xqMi1<^o?`j9CU?|W9)E6SElzEFP$ zh{)S0y{N#uNl$MjOIhc6;NrC_qaVtH7n|pfSK9g&!lCFRwB2@?#i*4cCNDblnA4{- zx_ihaq)|;E_6&GyU}n!cSCkv9@-|R2&BoRkTgv44D77#B09b+d01%nNRfCAkD&rhF zHpQ*__43`ghf}x(NA{0G(Mo#t2RM&N%!OEosuABXXnm3Sf86PpvRq*?l-#7QKhZ;r zDp(2Ls<1p9tg3F*YnRyZU4FAHUQt+F5?L_221WW2k(^kS0+HEcc769!PQl4TRGHs+ z{aWZ}OW|gfRN%1)t6iG{L91cdt`LzRQROG1O`W`m|FnSxr+ZDbIGqG~%{~ky+bC;{ zRJ{I0?4Z;jSx2Gly+!4ofF6reN%*boU=Q;m0(B_Q*nNQ4Q7#N`@Yka@U{NGbE(5yk za4S_DYDoM=_LGw}g;ctod`_!=w++-cjbT;1hN#fG8wCwA)~`Sn08Fx=)D(MYz9fRh zVMR{m#QVJi9(J>2a3HMoP+hd~T1h~h-Q9qu9VY@m1k_e(b~QO$;fOPqPqDo?k>smT z-gR#pNdl|tux(Jnkvqr?uFJ4wKQ_VnOJ4bob-D=ru2AK`sZ{4 z&>LDfG5o6Tc#37xQr@(-IDq=GRBS4=D1$v95eGbCKbU!sO^7IdiqRvgh}6QOB_#?6 ziA)dDLgojQ(h;-Qcf^$)fbS1ez$HJJoeL<;&iH6SiNc#wGXWb^9t0p2!stwj9^4{; zKDS5Zma#PzWWT z0P>S>R^?0vkU%_zQ=E|*f4q-F3cKs7V?SGzZkeW$uAlT24@?iGc~XV8VDxWRv8V7t zWErD94~gK+_UD+EKi;wIOgBQuo9>)9P3bT0jcmj^m{T}h+e>qP>!-?&Zott`Oa>ac zC8y}@ovhN}W+wopMFG>|Y5cuT* z-vI0OUCaf?+U9J+Fp+s|M4NS4aXQ~td}MQa_qZ7qRHz1|hM;qF$)znb--qQT8nohTmdkf+eyY)>1c_4tRDATTq|WKx8iW zh}hHfXQqdS-S>GTDjk^bl)B!}wBS=;^#ELeQ*Fqg6~L^C3|8b1Bq?D<81OTet&r4__to_fA0P3m{(z43pa{la%0gs}{(H?49ZlV6t z>sV{FQ1#+UGWSPSldmBx)hu%(qzfv|awN(;O<&m44_BF!{zn3? zh03c)N|gnw9MM;6B~q5OFo8`XE=di{9s`_9qg>sAEY>_g)UAV!IXQnHU`1FBl!#O| z>428vnNOQzn}1!bZ*QxuTKq!oeF{I&u?)upF{x?xmeSy#W5Gt*zz0*6A9>G0gy=er zCxNr3#PU%AX;Nsz3w^$)3{Yc(n~=s%z!v}4Y*n@js(+=3Eeg8wR*WXQkBPJuw&t2Q zB=g%^aXTLPv;aCf@z9v#08K!$ziKUHyx7?pFw(sk?y#OA!;4#H!IZ`T-WfVl9fBt` z8`kr{^W%KMBd`%Sr44cAfh5^JcHeEJtoRj{=Si>;Q@LV;=Z6bwlWSMqVu|q&bTU`V z=X!Cwlay3Z(a5~9lV`O@Et!K)40`ZbS|qi~pUG!3FS9;|UP^&b{$X$LRP`j)Q%%%t zK*UKYQ+D5YYjVu0@k3q3CH222UAw3zkDC`8Y@Pn7BZrN>0^=%(r(4z=Gf{};{|=JbKWN5qz3 zHALLu`grza4~TW=NqXNs=xL22;k{q*0>7mO^01!?gAXNqZxV(ZHM|uo5%nA2Bv$cL zhG{te`~?tCNWqnuB9QPNtm0KDUnpv1J_s-5W%irZn|MEAtv^!&x@^ zVE=F8oR*bQ(<{8YBbTS0C>Oy(E+Dl#>q$xBGX~dg&d~woa5PTA)D#7%K?}Nsq*Z@= zUV>E(?^lKG(261v^A4G4LB`&0Vc{Vs_8U!&4v~w3kW)jA?fR2q6e=7NLJ4fNqN}_D z$=#la{r(9W+De{GAk}Fnp^VO)wiM;$y772Fk(0iOqFYdx(3&88(@>1xI~zqFAc#;HHU3sF z>7wXQjGt7;_NxlqXa&8aWO@;a^F>rNy)c)N;nOyHA}eIkIFqSK7QEi)%GF7{sGl&n zpV*MnIqWv3AN)jZ1boXQQdi05)%${1P&RNq8Y0d zmXx8nFdREiqr#z~T?^|w*x06&*IVy3BSt7#(kc+}NcQsTKx=q8Gp z^TynYb0(;PhR5uAIyo5uI{%S&fIHQxWFJR`{#MQSDH2U17HXXD#JI9v;1FLHFfg_c zJdgs)i#xzlND>)^SrX!|bJ#xfM?T3+MAv7=f4zaKr6LCbVV~K#(_ysyZ zhBgTX-8<>lohc}jIkVZGm2D}A*VWk~$Ap}sza+%uYmCdVK~tHf*CY~bXBNXa=^#uvtO+vejz{Uk0uh18|CLKp|M^SK#q5r z&920aC=08P#I6j?xX5vbm}ZO_JETt4HCnZ-XBcfr@p?0s9e1ieXxs8?Wl;MJnz{W$ zSRX-`!6r3FylSq3Od)IFOjEO22BGN*{jJEWhX1_iI6tBh8V=Qtoe597pLr{qk#$)S zyG9lczOh~Msn~^MmE8ZE(nz&#~Oumy69K1S>))MVW9;BGbsX$Fueyx}YN zF~=dRhD>2qfH~Ifirp~w3TzP>QPU+d>BV*pRK-1ig^cn5b3d&7tf`opNoIh1E|F?` z$qA1egy^@XM>0Ik*nr`b>`@_+aK!WYR(J9vDVk7@uBaG2XiDtG7?g{oxt=wb^VQAb zQ$|=IB12Ki86&*sveDQ9=i7LD$A56|Re$um!otCQPI;+X_Yd1Buoc#QLVxv@3=@>^ z!@;f;tClaJI9|Q zz@d~T5}n;11(Diu$hIDIqeTY?nJ@Hz=1CD{g!>d)2uW1_!n)w ztZu7U0x!pT^NK6wsN+tyq%~}RKwpmZNA%KhZSi=uDx@$|NH1y>C$pKITJ8ux7Kp~N zGCoIg=p?xt@mrSxD+3D>nF)0%%2d=gLJb#g;?Gsm$`tDw{TUJ^J0HUsZqNj}W&{i0 z)#45?gO2rtsJ|#sk+uUrgi$tF)NR;+u(d*d&-YgOj1?GromeU7pE$=PSlXLXpbQk6 zO3J<^n2W)~%STIXshK@S0LoosdM#^omp?Zd#rXug{IICw1v_Hi-f;nV*c$l{0k8nm zO{G@AkVp%6+h&Ys^AK|B!0-wU9+;=q%&~ZfVlAKK$Y31+Z-3g=$mlMAgjquwTA^RT{_N>yN9tbP{Q4avsFKM`IQ;eu|y7D~`>6(Kw)1i)ua_RZ6MD}tAQ5NT5?uSqiR7=G~nTUJYf1xdrc zc=cy*$-g3?B?Q>)wBE{Zb}|<#J6KoN4i@)hX@hd{tR^@{q(uC|hT$PY!<6KrXQT0$ zcz=b94qeQrm>4Wq)i&fl1H^5l4tWZ@D!MUlb4_k=ZHO0fx%nX0o~z5a5nF2VJIQ)b z(K>x62}%nwE|uSTDygmLP=@uPsaB*aQIj1jp-w)TnSc3`XYv|q)7{^)heDt<#?$f1 zl;RqdlN8fL{}f~v~+8*q~bgC?mi!J{UKd^dELF5yCc}NM*|rw2maP;K%0L8*D0@UfVOgADuo1B z7%(m$x22p=UVE|Z{+{3?e(rXpUiu-V?8saC>H>vkWIbSnL8`L&yg#wxAr8<99aZuxQD*ytnXXn>d)ufnH?sfM&B+);FQN^Fz-1J=f zRw_G^n$G^v+O^WPgOn78Ee4PpW5YR(fjpGXPRg+>+KoO(o zFLPt;jF&0awZeDPseFWLhv8a;yrT*)HCHD8>awq|KdfrIc?5hY;_6ye9oke)CwQyV zygQvq17W-mRQ}_)K%_$jAH=>r;$FvTX(kB3aR1XXq2v^Z*X8w5d zbC;UxJ%#SbNRh{rT&koBP>bhJqtb^X&a#Od+T=SN?^9A60nT%9+1MNY2!%YrW;{Ct z3$r{kET2MhJ~#AZIW-Kmf@^j(bwV)b0}6huRuk}xdtt6HY;bPEWEm>?)S~aWAT335r&xtXu2l4qU}=y zi=;)pt%}zG+CZ<`@7Fsn#qd(>7nz@BE=?^R3 z{VXe}unjF0s*2ZQdXSDYDyCp7VD}g>l42{H-kyZ~>c7!9*XlXk-9oz4l`{6@G@5|M zLgokoJy|0qkq8NUz1IjPx{{>*x4AV&lx21QK4tq1=dy*w8azW}beyFGO;|!G;APCn z{Csn{VIp`GKeAu8-ilD>gOVUBi42XXoPT4w0 z4d&v-7rBz1Ri4L-#|McG~PIHt%h#BS9qf-xI>~i`B_O<0fcB zIJ{m5m=t&xUDYN*9ooZBD3pM&7xB+@lXU9}K$q}2XGK!uzS-?Y z^?h86Pmy-rJcbKnb}OX;vN`|+h~ z*Xqg4acJMZ2)jYA$ert6S@sw>Pk9%qCRaZ=+ZagJ_w^jgr+DvvqmTa5nfoY>hK?Y= z<(~rK`19QkWX|hx8gWPLRoG$`ypAihUv$J|Cq)U)LTO^n zX!#%Y#9H8PlDe0ARKDp(fOM-)gyHXp874-Ki#^+FQu&f*xNI9>`3Wkwr3-3`i%--X z+w)qBm%*6#bwI$5JUl}^TI855tz@5{$w=ezcGjBHJ<5vWf*K!ErIvon+H)7M8qWXR z4x%&Z!!%-(4aIkLEP@*Mz*Qg@_#5*RRR%u8k^hRg?l~@Kpxp2p_VrJ@K(0x(viKP% zBh(S;almab5HLI3cXK7g8tr+A4;E^=hb{v|{!-+%AMdYFicyUH4%A?rv^`=HCwz~ymHmc!a8Y=jk-{Nm`dSLE=iv0HS7%@I zLp8GW@9qIDmZ3!PLF5%-cWT|#tnm4q@2u3^>FRD{kE^xt_w^%}SP~2YX%-07=d7kQ zjPGCb;z=Z@7ahO&SUovl?OFb47{)dcx&x*5Baoq0ueMY)c(hl$S*&c47JvU49c?#2 z3z3_#xQbX$Wc1#)nP_r2@HJ{bsLiR8m4?0xBRL=Pm+CV*EhXirAuu^nYluFOwt<$z zZ8Nt3kpPH1zu0mit5z(j@PnyxiwRIcE*U#p27om-YfMLo?R=g%+7B0qDk$)PYqjaL zXk`DNZ$L^R%z|r+d{Zz@tVwp02;0PjG8D0zeU1yvRmZW|IEPS{OeWL!{AMk$HYpn^ zwc59{C7l;B6ZeFtiyKcl+nKjv*LT*5Bm4T1$2nyG=lxq4acIDflsQ|RXE!_g+TG*y zFn&>YI()wOdsQ5N6GbY9^`=!zGlEj+QL>{lCl&WPIaO%5bELwDH}eWoW)RA08zj|W z_Cz=8hz1285seHeicUFT=o~peqw?W%63tpjkg&Y}%gwa>v8ar3MbY?k%w>4`)k$Y- z@?;E-OL(Z%0B{`>rf(JH9vL6t4%@|5CZVI5RVR1oqOy73fjDrQ?%w5nyx7rej95`; zjUUa7d`YvwDEpnZjem|#6^*#{`Wx8p@1xGu!V;?o$&D#w)5KV0bKuY8D%H14SPQa{ zxN^>G88oDk->ZL>)h0x>@#AG(yd!TWQeqKWs#gYD{idOsx#PDV*jEyW^(e!a9gQvL%n zU1MvMmwl&RD1WuL`%PAlAytnJ7i*-i`8xPVeoxMjqd)f^d$YcpnbbuspMI4W2iz!i z^t17`PTd#)UKz^@BeO0ZKhSc$f5cm^gHkdHCSv)G+FInoypVp=g#mE_plne&yR>CWUyOk?19dnM zItso4o-LvBKCfHIy_;%xa0xb&J&D@V~Bz0!Pcmk|V z`u_`S_+VKmdR1^WT}9xi48J;VWR#7Qa8#ic+)<(&-M>f|6oV7i@Fl*meK1yGcYiMC z;%3%~A@-FI)*5xE1P}Gl_4DqwxPu!rJu-^KuOw+Je;S6p_}ik_xrX)79$UGHETESN zs5Wet1K0-p3RP5Y#KUpUCAXX3#Bbk}zltev$zb6G+j?W^m{1{v05aE$Ttvy|_VmAX z7gp{c_iyz(-|h8n#MSi%g+C?~Zz;SV?sYEP)cDaqg$kdV4`L?34>c<-8|_6EA>}t4 zLAi#Yk*0#yF5b-*WgF)@Hs9|5>Q}y(z_TwYN6(_2pZCXUw<=5RAP>Hy9X4@6G5S*!ick?>#Q`*9QsC z^K}SO=%9%-VS4Bw4eLoY6IMKUA;zs-m%&zj=6CRS^l{a;e8Wp)M)7It=)EMrl8u}? z!qi04N%m#DfH6mK;^u`t53nKw3*jDfq?yd<$UtV+8P}GSw0E=c6>S1QDZLp*OY zc8HqFq%9*Iwi|FqFi9vgb{(g7{hVY{A5lCao(w1itc`f~;qKe-5H!hiPEt{hIBfSuw~AI4}u2%aC(luQesp?6W9~5(T_8NJs3mYn;n! z+uJv0op7sy_*rkN-%>rnH?JiA{CPxX3*F*v%Tz(b0y&>dPqxGQdXd6=D}Rlk@p%VjD?cJQ+e@?C@V zX(LREzhh)LcdVRl+vVU~3N6mf%gD*AIQ%@e&(MFgN>mfDJh)iQ%z~^DcdxvpTE~0v5?aF zJ1zYN9Y0w}sS5Z{)$E8Q7uVoR3z%0)zJq9RDMFT>T3AS`hjXOj?{FUp%SS;Gzl;wt z*c!Y3%21r>mZ!8&TX5f0aVlq4j*{*{y0??!>juw0gz;#n&jhCp_BK zh!nW9a|@Z_B>HXjLC79?V2`nJXePfdzabrN??l6W> zZGJ`h#aOrpzo_Yo*+fN@TbegabjB;p7q^H#>_ofu;+(aZ7I-{|s{`5a@9lj95sJjM{ZATJB3Uw8r zDfS+C{F1gu@d#)`m#_tJFb)>Z_?c|lsIk=o&T>pq3DMh#EX>6pYavGg35p<|kQ~5k za@t6(v6<+twK$GliqI`){FNfaH{bM^1+qK4+<$gmI^|zWr)3};&atXtSNrztZVt$r zU15g~Lb88$vkw}O{D09Xd^-2VcsmMcs3SHJ|k} zr5Q|2FWJWVo_B8x4PY?znwoQQ>RibXcZC#kr!{a^=e$HDNQ$!dwoY( zwlWKBf~rM_jWCA{cL4WiFO<@bDP|cE7D#lk67$B>*`-eBpOYihZWuTEbG zM%cQE{^96AcD10>1xWkAA@@0|%?-zgrvrj@?JQ@Wy}EK3Y8B-o9!?-dPCbH%U~z-= ziev2)8%iW2Pn|*DZwbT_u#p+L_E`0AjC{~(b8CEPkEJsGuZ!C>yjd-8ayHUXajgXv zUJrO28=X?_$3400`~=7!M4^W}XG9c5h}HbNKqq8V6ro5YjUY(8F|T77ti#&08JdiX z>C0Unpz8r2knED$pzQ6oc_)El0qtnk|BuZdN!lJi4ID ziB=2tF^GOrjps`-G_L{+xv)lkR_OKDJnAHN(nr2Jnd>CY75B-&D(n?oGZfWjiXLkA zcWaJk1h$yTvn{FJic#ciwzc<8yZ+tNIlRFXz@!Pfsns)>Cs;>yO!;K}7jz*qny*x^ z*fZVA^be!s>E8k4Kf(c=e%H4tL%13d1a(jI5_zV}nlneZOlY%(oWVLeK|H?D@_OcR zOPa#{vZ#7Hf$_gnNqQRosFg~n*VvJ^IW;{D1)!2}2GvrspE)j#y%Nm&+?}Y`dH%go zVZXEr3i(sMnN^m^;Q!Fp@j3gfK>mY3udEeeF8 zE>bZ>mk4puE9PJ{v+>w|I10w7wAR|6zjs*M$6gih#tO5X?pn}glt{d=sf?tz`ka@& zfP`W2oI{E~D#F6DwNKjaoPg?z+w8~5bA=F-h-chCB;2Pzxw?ory~z~*l1g9tM|H}( zf)0?`-$bAR1yR)IiopEI5;V6K(PAn($<^mxK|h}+n?+IG8I!%ugr|Gm*T(EXioI3bj;>AZgRX>SlVBN_zBQ4+5vFJF@h^2e>% z!9rwc#54<@6ctw$NEB4|BVvF7uhM$RL)ZQ)VM|zKLlpup*!|vb`)#fqIAENmyHvO? z^^rR`hhiT+S_*Z*IJL-f>;qhr>*u~FIeTulWfpI0(X5VR3Lu29+nCI3Bk2=GY4+f( z%;4<-a%*X!o@>EO8c_feK<&TZ<2!*i(0H(@AZTjv|)>`_<@eC+c2Nl?AssK>xaRr8IdspQ$ z@1bUd!xm|*($GU95Kv#aWm30K@ou0cWUsSBJuqPP^T)Q;HeaoZs^K7KR2)es>D7We z_U^LOMLGhLOUs2rZPLCAU)QV{A|@Iy-O-+coWF|eE#sQFDkqK9Z*!By>}p(5aod={ z(3n~h&IqqJZ!T{UO>pv=(W+ECgZ8O5j+@HT=^IV3YE~gJhG`hWcYV{cTGh?V*i3=6 z7TYIMG9h;Th=}26Y$KK!#6NO1Xn)DYhCYdc-{p-cA?QN|v$Z(Ff|f|V3~ehdyZ&>Y zC-whM;7DO}+iF$>u3W){N)jaQQT@>k=LMOlO%hM)O?M69+ z$H)8&h9!U#rCzuAlblh;E;0wfg0Z=VkgwmU1Ts|z*bTM)-zf zZ%?EGY1E?2D(}A5dYTCL<{ot=^26yTur28>ZO;>sm(z?_LNPC@`Cpn#DiS-2bxUU5 zvhXq#31sA8?IUR(oF2|1bulOgZbW6hJ0%Y3u4by-g`=pERD^Wf0sYb(q%IrXYs>t7 zhZ$k@Y#GKG_CJi(w_l)HA5*B`*Ncyxy>o|A8d@d+zFs}8on#`;`|wnV8YZwa?2G}U zWfB`Xsbt|#M(qS&OQ!dEIR{$38Y5LET3Zg>-mcZ|D^2%Bo1*cL$nt_6+8JnJWPBL{ zSA+L$uK>@4MI*7jhMxYd;sq)2_He04k07$qEam;sl}dH?jG8C^UE&+oCWmC zcvHqyXS(id<5ZX&EF{I)EYS6}TDR{Il+6!87}{SBfj2P&SLHNVk+4 zt=XABCFd2j_nnHD%4);>ikC#*1W-Jw>AmXED@ayR6;V_HpnRd-^gFJmWr({R9;t2E zRhmP@vqQPGSf%`k*EtDm6v$SS7_n6@c+v2DE%dm608D+{(@c+DYFK2i{AZ@MZ}fxU zv=(U-mmu&WG=p7ns8|9jaiX^5KBZh9_~}ZqrAG}mI9@fU+Juy;qT##~*7suoBt9Z2?PpLuTVi1~(}kn3tXYh2=)Xi`@W%;t46mDY3`r*A z!p+3$Ee<$2!`}jJAETF%IOx`2L)8-U74*WP@fx`f^q%Cb?`+pWHp5a(<+VUFadH-G zI{b%jafUd_1+K3Y#Me#>9W7@$F%JXyTDhWd1{A1XHoRf@r3x;@9>t$T3zMeR+S=GKe$x%D%6^!4T#whK43b{E}8-moE zO6E>$AGziXu@rXXaobPUYy7f&YQ<^N=&1QSe{`GD0Fv)qOz(ZK>llVbcm4U)5~ie* zr7CGa_br_k!XOvvuCI0u@;DXb1L1442O){wTaIi6+;J%C#q?wXXH4v(R_~9PN%@dM z+AaV^2MwdRjXeNySCNA9YF$r zfLUwU!vn_~jc6jdj`}}H_~Bjub<%|A(!@jftyl>k4*5e^osxn{JbLcHMPDAHe}U)y zVEV|ke_EH>!6C$bn5P}Sgl6X>8Kz9m8Vv5d9t#xE0ZC^{17r|_j;(xC!Tf{eM3Wx< z03qZDd0vfO*Fp1#!Xq6Jek*j|D0oL-{$1Jn?{LXvM89upt8R5Fmq|;|+;!6Vu%Mw1 zV)fHOQ4#GC#|&WI%bq@mWXmQiW)B!b=QChO~Qo7k|gkDQd>; z+6Lv|H`h?CGP;$~Q7(y(e)&PZZCK76y@keTgY}f~$4hrvFZDX65V4he5p-X9k$a_K z0dC&)#skwOV^)}qj46!+lMiAWd6WyE&Cb)VE~IOLCKyA;h)E520s(?j`qRn0In+@g zu?!sXC1ZZ!wUjZ4EzYai{EH6jA-x6oWyVc9Fd)&&h>!O z+(IzF$i@w>LoS=sndAQo$>DjAEJ)bRjEwFql=qBXu^VYgm~ytsmnnetBkY5NdVv-C z3|2bqT(H5K$%}?5`nRXX^l2yKHb-jQwLXX zGX>+PN5AIN*D99v8;)s6^$nh(h{n}@U#+CQYm zHNy2g(gMxaRH{(dbkM84$aUYX zBn@{Y8t`#h6P!@Z#GJTdwXE=lJ)#MyuD&diBsfY9w7!ow5a{n(sq}7JBdcnliaR#B z$_AK)*|x44OP00<+xQxZ7eLv#{}@sinPPa9i>0Hb-s~7$DCs_)m8mwEn4DUwRFFFl zw*I-2>D|XSREiTK>{rwQV+}pSGqnjy{Yy-LRox9x?EbZES^Fz3lLzSK*=NH)%<;^m zR8rL^G?$Whk;A^-Z9UYwN!|=su-@zn2?nuSeA^@2X#$8WC|tL?h-k#Q;5U?Y4{nWg z8YyHzq@YXHK&!qC^W@B^(L6Le?TYX(G?J?AL)I`69kuGeOqBa#=b66A;Dx{yb;syp z3OM_N=^?;s*%D*Q;`gu=yh4*V%@~P)h1&Jpqe*ZV=Se$_SE5-k5R-apbH|VIm8~9M z(dfETs;V`J>RdWWU1b|v#jj^td`W)hi&2~H;#E0h@?bzML#^=6D^w!@GIz5kT~m(P z7XcG0=ZRAvx_-pS6k;rLF6G`3Yv6q$qvK(C*ereS$;j#kia>EQ33DC@KWP2Ou{@|a zom#;jMt(CB63jBgh$Q0}-$iOeu1;dKCDCy0MFNdGbWhmC69_e*bs}i=Pb+Ii+ zXbqlH$rPu)`RXD{MAKu7L`aJ#YlGlxg(gj&El!kl!uhoeBN&Xc6zJ`r>I5aq=c!}} z^NasQ=Xv1ldEGbOm=O*Ku4|5Lk_>wv4u3i~{BuX)mD-PDI!@grdK^Wyb%h?@E|-Kt zNugAbThV7hxBdS~UFB6qrudcMRwkfKT}^CsZ|-M;i-;#BhKb8gk#r%n1jH+^3{0o3 z68*mrXGOg&hvUQ91X6+t^aDU|!1yA{^?Jy_!;95FBP%Wo3^a{9O55HNS1Y5Ntd$FT z9{Ue4Nv-H506HO;R3VXWQMX@_(BhewTb@8$3H>4teCa`ZC}Q6Gpa|0*I%up2H9O8A zStTsrhNvc2A9uU55BjOqVril{_5k~&JimQKsDZDlrkf|D5Tv#Y0&>=~>jYC3kXw!6 z%jMeCuM_KnP=c@dZS$PcIt0d(=NU&v;`h&0vg~O-WZ@4=MV}8(5xF{~lMf#uL)s>f zLow)rWvd}rp%$Npf=@X9MEuVd=Ua>sf_H{AO8iG_YtJ;SLj8`SQoor7csTuJN;lKG zGX{WL$pS1nUeNq)%YN2??JX+mlqw0dcC^;~Ig94QBuUrxAiz!r9S7W6x@jb15MkDj zd)v}K5oPV^k{Eme0y&3nEn7?p!zS4Q+&!R7Q{&sE8~*3_bWu0K>-K(@lAx@BPXBID z5`wK&bbGY*@dImhdJynX=ES*oiG=(vAw$cij8Cj!^J}Smn*$UVuim#W)`IJO!`Ccu zz4RN6%bskV7D{QTH=)*?NrZ9Ak=(y z-4SMJ0Ic^CRC?HT(~0CY2t_l~o;!zrzeySDpsM3Hp)^iCyTBBzWbY+s^|s3NeC7g4 zfuQQhx>Qq4v2@LMQ#8yAxTz=JX|0XgH9}-^658XPQ$cC%munp#@VlzLGsgn4hW&?m zx_YUy(v-(R($+|1GTP1Rcxs2f!9CDCetP$XKCtkt02<3-8wO0vX?zFUg{vqGU~@l! ziDhCL9pmb>3M8fq@`=N zT-m%rkw1+t;Rqg(`8eth|V7C{S^6RBEbe z3*!p>=>14?%Z>Aw4IG`lqdUXsO(w)fQU*k~Nxq<`Xv%vOIl7WbX#EqU!?FW}cyI2Z z5D8J6CVZ=lYQvI5J`<3dv-v9`Tir&6z0D&lC!|JPVq@eJ4q)*|C#0g~_tsCR``P@y z<{O4Gj~#6OgFsHleG`+9E2j)PrtC{BMR&1Kk&L=)-FPyb=ZYh*;m6~c7??+1PilF( ziJPHuOwFN_Ixt}AS}vY_asDN`x--C7Ft}Y}w=zkRi28y32Qs3I-W<|lVB{{Uo*7m= zjJXnu+vVicAWkTHlho?DHKh{gHbG$S8IOgzvU=ZL1ZEWOz?&;eai-Q5KquMs>;}}b z&~x5bwMjHtZ|`=33MF_FeNvj93o zgbTc2aXwDZVRa#8B>KGeNM!$% zMbQou$FmC>8+v??B;t|NBm64?uMWx63$3;AKUSsgg_jcf7{dHM{b5j${SBKw0 z1YW11FtYTRN5zQ3wF_aqBUl5(9%R`UkWsfK_jzV1^b!j9-|Yfm0tBSkCBPs1%Z^2v z-o9nc#TwYpjwO3$! zX+fpw|7Rh^IQE+RX^zFQxwF)UG$ikKH(UcHrt+uZ;XEnMz-iIeF~ygti?1-nfVXq8 zSuAXh_diEeZcBED{^2h<5t~~Msx;M_JfT_H61XXqJ&D521Jv>_ylIh@x>k`^oKb8z z?O5D0b3B7dXf&gSRm-#8hmnUAis;D)k&N##oZJ33dtUDCdMFOQEhH9&@%k`nKeI?D zYDix4tGj3Qds0Lscn}m{0|9pu9jpv~t0_DjbPkBVGa^OeVK#4`ZtoD>FZr5Zjm*u# z=m{Ay?N|~mP|+BXe*-2J9h%mvKjty#k$K-NrHS5MX655;VoZYKR|GCjxc{R zHrF#eUnXz>oW)n(7d&ox19kw)X!1Kg{>~$PXG1+h>}JYwzg0ia^Dpu{HqqGL=Rq!^ zW-q!sPw1weI6YO{gK-w77!^0Sle&CFHMLgg4y0Owr0&@XxXgv@<^B^;A_zlQ{rE*rHQa@gg;G-J1;uow}d=9uyiy_YE3nN0+%xJ9z!00`0}$ZY4mRvU-6 z$6KIpx@b24K#twq;)}i;3w?;@FAFo&MwgBpD25n}b&(`sqSUeSPl71~S z3eP4CSIi_|1o9-Lx3(R2);B3|r( ztx>?#Bam~eWAH!xyl?rQ7Ep2^BIXWzzQo@_AGk{ z5MjRd^NOmz$U`m$nylpz5ChjjiwwY<8aewsMX@c97!sFiJ4 z(@}p$Wk~1xlcD$xI$*WWjnnfWI2psGDn(hWM zM;%7N4rh4poabG=$_8dWR2DCav%u28&M4o|Z7y;$_=A&As?*D77#B09b+d0FQsb zWR5(T;nZYUEAEVO!O6CFx}CH?91Diqbt{nIy~tS zwXM(%$&S3y&)3;gdU<3B3`VZWk#%ns$@+XxwpG5VGfQtYYjDO{9dqJradE1kORZh5 z1u@yG?}OcJJLzKvC<5KE<(7nUh_+1SLEOX5-flJuCO6>WDHrUNJ?<+gO-Svlb6J>p z$B8ShYS7LJyGdDoCyzu(mMvFCdsCFh?pduQb*sX0R(o~WL|7|`!HVsV)F6=7$Sq{I z8BU#l>w4yKI=Yvh5dg@oXvV!@L_7ODbxWWWW_~kH%1NHtzm;_)^3)7x|6~OIX5Nk0 zZP0uvHi7hXsH?1G`;>zmPzw$c1~M(N#SvrXcuC~(YI!58e+283nQ$?sqM0EEO9CLA zCML`hJu7TwI-+Upvavlx>IhVrLi<@e!9aDg;*imJcJOMA+A7<#po~W+N#frwY;dPj z)@I7M1#qGZcgaZ`ZTH3^{3=MS=}Jk%_W$?KbMh8X2e>5IX_D@v-<0*F_`0T%y*DX{ zDe-n{$R#O?X@B9KJ7Am)CH`F8@ybvKqewF)Zl~n_oRONmHWXUEB6btTiK=wvqhZed zmMAdJYQx`kjnt2S3VJ&nm0n&3JUd?+8ss53oM)wKaN+AEZ(#BfNGC&qbg2oe)iw0m zN$?>emZKwSnN-4z4eEc~f9XR0uS$PBMp~f$41>(YsE@E3H01<$ zQHxFym>bTI;*)Qd!MYVcFys_NT>M}(i#CLZ@=keW!rLl~Du=N-IF4l)cP&zGJA%gh&7+ z3YC1@4`F08qgL&W^G2l4#hY3efhl5#a6qHr&R(k5B-(?gF8DoJAbF5kD?kO~&;LVb zpYbb;Y9PW{J=<29BwV+c9`}pWa>(`x%*s{)+BEo(M=d}~0oUs&70|by+<}nuKe*xl z@liAOfG`w!LXRL@OA| z=~UZ0Vu>Nt!46cJr=+I-!!7td2p5GD~swZJ28q*rxGtM^fALRK4<~`j$+Xpz! z9bUcrEy|p;z4?A&$BG`Op)A8g{$awNE;R zmQAy7!FoP4Mq@JrF5Nbj{Emcm89`P)c#3q0wK$_~6F180cT%=Gir8ZCOKuN-qLBl!3 zhJ&+ss0`lsuFxPvAwsM!aZBgTRg(-Sa0fo^7zN%JRw328N$V+t(Jy)Ec~S3TDYUK?NV-QpDuaniXT*_eGo=wf8Qtfe}%$GbHNMdoOvmGWaM#j!X|UEl8Q za=S`@)CA$B>HgT_+q;_8fLuGV(y7B9h<#E(6+@sE5qUntxFuW2G@-KCuJu8Tvu^mo z`&6+$c+yRe36Wd*G*ux*2Ml{A=}yzcP>kj2lVJLr=zY+goEjT>0kxUb&McchSZV?S z#6rKH-GRpr_!Ybt3RqSlszG&e7lwRtYFr03}UOy_nE2aS$hvl7_@9};l(+<3J3NOBR~hW1>_{By7Mwu zmGae<$7h^~sRRdEzZS*=pHh~N2kQ}!E{TO<#7F`8ZsFBnS(CwJ@y@t9iv$jNTf#{7 z3$it}F+_`XS>EM4LZOxaLY7dD`I3`kP6e2w#Kbbg4d`@A_l^aZ6E$75#BNI7WVE%t z1#n~Gk{xVjW@cu_F*7qWGmJfEW@Z}OGBYzX^O%{LJ!XdZW%DQd{(VVpQngZjD%~oz z`c!wHzICPhowi1P<0Y4Uj@yWzf$foIX9A8pBe?8&m_YX9xhOtK3vZiJgPg*N!whJH zf$@)1x}9gJ1B^aWzu^3K&XEky&1vJ)Nmdx{Q=%gp2_E5dp{{1 zw}~A)#uYk9)gm24;We4H`m(n$x4Ly@%kz;Vb^kAW@-wygu>T8vMp#jI&-ocxLCgTH z#$Z~0G~)P0M9Kpu3_%aU_T1D8y^Fb&h9L&*P;lOn<)INY&mg9!sfbjz9aBtdLCcOo z<;GH3BHCZcJSw4zYIjQ7IFrFBFN3{6651xeB|t;a@|l+7u!m$p?t#vaJ0FK&g4xU6 z-p|zxDksbV)>`!Cuv9`GPA(_x^#BkBRNZ{Wy9?E^i}KpW`>|E=AdIH|a3|jbbmBEV zHqiK8?_ch#Oa2jpdO*BUf@km-NQ{5EzQmDJJlBygZ^@*}M8k*F3Y}qTnp7V%UI``- zb|wA8{n4MhmAxOgRteIhk%WJ-JuqY(g_WkTSrvYYvWXsyAXg%uHeSMWUJ%J3h4qK# zntd$YpACAM5wxT~cVZR2CZ!U|uIk_{ExNC^r2E~>A(*3JS-SD6WP-HCyq{mhQ)52V zc`n9iC>7q@+--ZFF%;s8!R;Jodp+gBlqJ-U&z5ni?$|FXK3!dSMvr3f^Nm6B_vXMfu8b!m z#IHSDAOSASccO!5?COgZOa$wX!X>z0_c(DD-|0|{+lMJaVTqtq(68`j6{y;s7}i$9 zs9?VCnUuyI#Q^(vIV97#uMntdw}CihIjDK(&`LzLp1va?^Dqbb7L`rmnx3~*kTehb z)=+KB1R;0mh4FFGWt{>yX1L){Tqf!f1w45Q=P$f@H z|J#0COwc)N>~AyK6W>nh=fB9Cr>|5sQEdQ~Isv+NJN4=gY`+3?@l z2v&Dl+QP;_ztO(86Kce}KQNJ`{rKL)!ga09Y-fSfJGxKM&-FQhg&sNvCgQ|qx-@ZX z1ne8zR*KjF_p4JnN;#_z#V9>H3bx=iT!n!uBF)7lBL+pf%-lNRi+z0wJji%o87z5w zdE>Q-9%G-_B6KF8esK2s|ikX@5`U%p)1FO@s zY>Ya6Ylt7|bDG9Lr%mTXp zP$LRsJ)~vuB%o6mt0&qF+Wl5Rlpup%_zFP}f|G`OX|^x<#%iPk@BAOKZ#A`iY{PtY z6-JKNw1wLAzV}nbLvZj;IHWT@(#jShH5sv&Awf_;4@m0Z{gU5m9QA{77Gj9jEE(K( zB?@H+WFp4;$y7-UZ>Cbm@ReWW=08o~4S=}=)#G??${#CtIxuPOiQ8q9`rn=!q|-dY zS$9G$Ynk21fXw$G>Lo`wVFaBG0*W9}IGkk;gzV5Un~shIur7t0+bu9b{c)i1C$t!@ zVMlLEOro;^0D3=RJ{oFi=^=AsHoHI%_#~poz}(3VHqU*I6Rj3S_g9HN(~YNI?b0#o zJ68r-@w9{E()Ay9Dx%@qgnwV%yn-Fg9@iPiDBtuLj4le3=aRG8tK(fZ_9m~+5!_zH zOs!6)J@DeKgAe~;1lqg(@JS$=us|1`^{nl*D(b;;BWdcEf>$6*(OeKQs7`ps5{giP zT#Z{JT9u~0m32qvo>pK_kUZe0guYUi4Qd$P-4a1hXz)IV9|0V3j&imacf1nhR0()l zN=5qYV__iAB?1H)3-bJKoFdYd%Vd8ShtPS=ZycwY=me*My_#WTB}sA5v{mUI&A(7? z=Fgk^hf90gDgO}no{cD2%W(I-Sh8o(qOu?GR{)F;A$ReGi|4fJW+G*UhR@JIT9z9) zDyzp(IqcVH`7*m)v897(Wlx`dh~j2$b*1!58G_I($-p}MsV2~G1}?&5?&4|6ND7kN z3cTHux&0U$a=pSNhA}czW1^v3>Z6w~m2ta;(a(NQZ#nPee~3S?t+>*EVKMZN)_(d~ zc*9?kU<%>UvUwG?TS2bHH*o`ma}KWpL}oknl%#EXNIFsu&@f@pz_R>=cP30<3PD1S zF{vkk7#8Xtj|Tau5USDV_GN>gDKcaLtEgh2q^w)R(=;F@YS_siaSclxCLuw0P_oIj zkOa5l>#r{fa_NEPL*cSOE$1RELN^)F(?g*HAJdMgHW)9yt;0TJ`SqUJw2Rr<2jM`% z^|!q1@TS`kXOmLw3)i$GycsHoXnQ4iaVloGdT?7eUS6rUAMQZSH4su1hW#nvgA&Wf zYSj~li8daPf4TNOhl3QuBP#{c^n!5%?T_ci@x~9ASPPLtl;mcl-%t6AU*b35T;mLueM)~<*Q&Ov$_}x9Z5+>z*Ru&NFNLK!V_cPm z??wtCB4*@a3rlPf@1=P){n45TE2rKF2A{pU>JOzkT4Mxqa2o9lxq{(ihK{$%?I8r2 zN{h0WI+~1!V=7-ZRIRywE+|e?A{x&((BSxSoxdIgp2mNB$wV&?LphF-=QlGK^1Q5) zcPL+EoaPTVX8npa0O;wT9*p#EsZu-=yOmZaWlqGkZAss2nAFQN)GyqWy7E1j%wM6!xLUGptNzSEuq9WTrdI?%Y9 zogLiG=T<+z2o1|VKt2{xk`j%L#BgNHlCvW1NN!K&GPK`XV3s_5+y0SrX0#8eT%N!? zAKuc-K8hu=14tWW+VoRWKo+8@+{1_Q#*hQ>^oK^jO(@Cl-Vw%p(aPSJUgr|$$JJ0s z8if$ey$O5q5^}{X z#=e|RPX_A>Lt*CGdT;zw#qYvf;X=p0>W`?c>DG+rC@b|7ET(=uB+qRo_)%=eehW!; z7sd;$-qtBc$lnt<y0ZXzDprtSG?mp+FZ z4rs}x5n~}olwi@D8Kq{HsVk*AtQ^yKY`I$fd81ba6CCLJ4EdtR_6GME<0jM((RNG{ zwwBgtU^UhcPJj*>ZQOQQq<Dull-CvcmFUJdR8h5eD=xaQuop9nL@ey(7?WBLa0FmfAZTtP|Q$JBpx&JrlSV z#Qb*yd62aWIa|J#Barw@S)~-(7t2PvI)JSLM-N7;)OsqP*5B~`=|G>&aodQ*Kkh&# zqQ0-t7xZPa%iC*S^`)6NttSu&$#@*I)bs9c8#6LE6(rMlexeZ6q#Zyo`I+@_Ymzv9 zh@Z9CG7$cBLSc}!iJZsl4-f}Wl8E4yDCTEGZJ#C}dB+P3h~xQLll%*=x~c68&-udEX2t%69@_f-N%~yq{Re zcdQBXA+a{%F)>otd77M2Aj4;Yt7AjvlabFrw~e6KS}sWZf#5}>fD4baH}ly zA}m67_V&{}iv>@+E^+D7CEn~Cm_#VYw6|58e`b#aIl;-D(Qzvk;Bpn zM!uJ-_goPsjt?TD3}CGL@{0!!E_P;W>NcEjhj)WS@iR6YHhJFrOz5hZxWUq=SoPsC zzLdfWAdK2N=8T$Dd@X(28I4t%u z>wPFM=m?Zf%^Z9uk_e$Uicice(T!4 zpKj%xU{HcB(=X$wMI!h{jDYUcF0(BRk1 zqDYPSSGqIb}Hup(hL*Z0k#HC0S4u50{y^ZN;qw8_pLVJlbnmv~N`VX1m+KKuS0{&-u~Bd% zhef*R;MEc}@an_;Mj`QP-hqNShakxsg#g-Sp_}6Au;=1Ze$-JAH;F#=c#q}bN>1e> zVyT6>uiO&E$#MvZH`d**f% z(oR@sI5_wzz?Z2pMG>)FV*__U`dWJK4SIb;6>n|Q-$bkY+xS$k+yEo3S`12vU= zHEx%-8@UvLO1$4hTxB3DQ8YD$ED++EQ;rbe1Vq`QU(lIcKz%8`<8E=PJ#A-$6)LER z%{7}y5;zwfm{#H5zWT8Q;>&TVlUbTJ%d7y%m1z^gVogNV+ofzmS!(bqoM%FlWFYtm z_n!qwptLOKe;({FL)5!$d}Mb>MZ7&(wAz=p*6nzyKah^uOSGoG90Sy%I3si&=>V>H z-F$Q=f{o=!mmAp)%`bX&7t^4V^JPnmktHp`sn4|wf-X#Q0~j7TSu3hy^2O_Nh}wTy z1q@562B}1?u5VF%Cj~)nKR+vGvxV0$-CJS+3U#aYDtULtl*V60a9JV=EL$DtlRF3} z++`7u`CbhP&8c+jsLEULGg3BSz{om!N?oFQ(Yf~x(HDW6E)5Q20IdLt>LJ2e8}WPs zY}dnM)SL{@pTvlCKxhl0Sw?1cXf@$m+2T=;$*Uev_1koM7$<8x%ulPNww!Oh2y zW-2jRKIugG`mtYTde0bZF`CRnDRLD@Q#~LkIg5GX@1hB@F^WLSj3%8^NWV)-66m0q z+h>7>_W8vPIq{Jphnq;4pcPP_g19Cu#j9fY#|AimVsn1X7wV#`w!hp^gA=jeQB~x&V*Eb*dO%uIqiw!@Al_@) zJ`KTC-SpY6P6j&fWCNOXhV&ENG2f}RBIqz1CW4sp`wg9mbxRuii2lRlITK1)4ot33 zlHo2N>qcSANIypoz{9A>9TV&H1ujOC__iqIhh#zidaW-Bql8Zkgs8)o3NEt|{JK+fNzy0wIybDwVBNZv9T{Lq+w|*mi zn6P2PxIp~)YYdK2ZVMqbd6ZFH2WmheBjj1x$236vsE}GMSc?}DVZrhgvQBFHFtniB z)iPeFGQan*IZ>#XL4KwX0aOK4MMejE1lp=Mt~fE>a)_NuJ+Lq+>$nx=EBgYeH%%z-Yl6J6gZ*T1Kqjc&5;tq8F(M7HBAs zVvfNxkg-?CghO*c(+{6-emJrZrXU6I?G}joW?lyv$(pNm9C>Q{)!ChvdCQw{>qmbA z|1MR_VpG7&ceii)gxsre>hr4DA1!&bzbuK^9MfOHptW9AFp(CzLMQ*arB((rpNkHE zQNMqtL0Dyc&{1C9P=ofAi=B-7gLWy&%G~ra1kn%Jrd+Yw>7i@6^aI`Axc6sFH~FYn z^lCmI#yruF&m&geF_(OQ<7~OU?NdxVDhi^x;4o0ogpVx}0tr8qkUX-)!JPcXmQO4p zT*=6IB?QVtl{VvNFMag7n@Q~)6%TfFuOst-c@W0az4n;jqPS1K-h}K)7_&X%paH`0 zWn)g=Q-s|h$D4iNyK{aUKBm-!`%Cg?;;Uk6Zgq~|TqJWZKR_Ip>5U9w47rEfxl&2D zq^N6B8JrXS4yMw;4If++7%H66b~y@J;$xXQO^O+SBjQ9S>J<6QK<_ES8BxQTvAYw zO0bS>%$!+gNm%U9&GKJeKtOJ=bMTs9Adt|`mN=5t>et*d|)06XHwkcOTbHQa)htTrE8ib!3)CB~D zBl>AAmpRF`JJ2gCcm!PK?)HXz|COtTULlp38uu^l){@;c6Z}K+@oBiQpmleL3A-Wv zH*~8NrF2#FX?HuQ17@2prw2-}i04LfV+P`@psf5B7OeWs>>WCbpDorHZ?vN^ON4yq z0-qAIkbTb%DI{R1SIl5@jBo=Xn&x0xv$GB(I|Oyhu8I44swc!;@ zI*$CB!b5K%)@Q!d;eBB5I%cZV3Ou>0d)M}}`>Pl0qMD&CQDR^YoSuY7Pxx%~8zfVP z>tW*4lWq)pc^95tT)J4M3**k$h69)WaJJA0M{1ORQ06NQVNtOH+g_*8;}|~`PBJ(b zoDCUT0uO(y;;cN5WB17v+QnwWwo;nf%gtv)Dwv0I3%tH`4!^Q;xRsCeQvuRHok7%$ z%l0lsF*&x#2E*GJ0Fcep zwT7tYixGxjL*&|})#-`*ma~n7FGCw<*Ku(cZk=7&%w*IBsbo=C>NWUT6AKf9$V@)@|8@`gh=6$MhQb#cW;V zN59{rgZEQfSg04y2!RnWud6RtGQg_QKPQk>$&B)VDaC8F04CG5+-M9HsVDQAyQ7se z)BPTA_|Ai2-lo|woq3=|aL6kQhV^P)oV;_a@T?~BzZuaz(43JPuieX*#KyX^89N2s zA&{X0Et@77U|JPFK3SPff#R=!}2iBwLnBUY4sh-ARX&MY^g>4dlaTju@KOg-i8AX4dCG&Stm2iHbIy917$y%_BL^00 z_H3aFr}wM})U0p^PY8l7cB>9a3A^S)0grw)t)G-3C%`svd1Ft)xUAVe z&xN=>Q3-Lj)tF17K^(l`rDH$v$yIsocG~k)>A^r&Y)iOdLd?Os3G`mpe8L>>_SJ(X zWgM+ak}j_Aa;rQ-7rrXAlo#iS%Lh^3Pc^Wopg$|neGJ)zVbrTZ>CR4X{!r63TPlOd zwpoAI)|3ziuY&imJ$#Z28?fJMc19R!HIgoA?lRMeD)|zN%e` zqCHS)qKrd&ilmvn%zgH}Y5pLcEYy#&`Nj@@afrs;=TX>v((;@bg#F54Ju|IET<8CM zeH+Rg{9MGqw}IO(VI@;MjCfT*jHk{T5+Bt3LwUFy&E}A{NlGLY>YA-xis3SlBiOmK zlf&#|Qd8sk3`IXY@zBDD1BE(bHe(hna$z4EQ&|l$)#%U-u8qET1)AfX(T7>$YCZzI z8_|bD&an-#ptLgs2Adc;owWp1iPF*p&bR)l;n9L?WL`DPb z9*m|VeXU*CXDQxch~&tuN`7kzu+#w1IsfuM@vBqiuB*b1YkAEoOaB?SasdPCiC*27 zUwx31c{joWY7H!hQh(|H(q}Pxnx?9PTUU-{>rhEUF{j|GcEb({DG`~A8ISA1V*Ika z>Tfp6G$Ihs6o0O#G`nlQh1C81qb^S&5~y~~dhWpYhUz|kX!{~);Krn^>l@oDt)AGi0GCI^vor+ACvH@LHvOmIi!^et z3U{)QMx0B?K)+T3-s1jA5WYwuH5C-9=PN5yPZU)7TGt?OTfwtq5{;hS&yhz11|)$3 zAHkhKbN)JE>+p}$77CcvyL7b9^M!ul0MZh_#F?3Lll{~pRQBQW(4BhS21*8&5R>&RE4=MvSv7Z z{?Q)Z<8PxkTtBQ7V4)kAFdC{l?HOfkC@@-JMQW~OhZxMSSeNq1kszqAZwGHFrU`jt zY5P!{vBw%+VvRc_xZ!h-Zs}Y}aRBeWcsGyY&kNBxaojDRC{I3i5z+%kz|V$26FHk3 zh9EVAJI76_hqTjwnl`mMvPX&Jt(M4=B(K67iz_HTxMNNxxrk*`6xP{%$<#%LBu*Xz zQ(Co6LqFyOn=F2qEotSNN!HKG!;UT%!8*A>cK)Mz>8S&W!oXQ2O?le)J<-z+@5apODWfFT zX>2%;G$om zM8WN5tLGjksKJ{L~n{7prT~$ZKG*W3zbgFlnL=OsW<0SWEs;IA>0i&|1McYNOzazVU+U{W~ zHe8*p+_{jRg1h}A!v?r1$7;0Z5=vTj-wTMWJzIAy!iQ6B(5?uYxZ!FFc}-Y6JQWnX zPs>L00RD{<9!Dlvpmp6|^U=E1u7Q)TM`*`0_@WL=s6asS^`R}1Ti@m;6gL)mnn!6bsjS?uc3bh4*!?VVG0hva$I76R!4d17CgO#)c%XuBY$`4vp3p! z8;`!1!HOeXkHYeLf0|tnkB0iQ9kt?CeFJ)}Bz#!*V-kH7`5Ry$zes5kfNPmzMCJ6+@SAB)m zlfny(Htq+$mZ_TZ<2*;sWDUyyd` zzomaeR_}NjI}#b~tYF%JCopby*@GKZQrlSa>%xIs~f_`tuW#jAX6c zQnu`zC~6{~A1~A~D%zQ9s3knNraLQNrNb9|S#oQ;BVNL{;zcuJW$~z z@t*4ImG(=%UzF-eUud>>89&(n%Gv4TE1b4HTwSQ0{e%c1Zr~Ug)WSRq9YMp(aD_m% zgZjBQBFD#V)|~-;uOk| zH@x*}T-o`jQWi?*zHi5i8?I)N$qv8azirhVr2rFUBc@XzW}IRKt8I=6_w#odt|>8zLhJR-8-jo+pT z-&{g|M?|F?JK1y3b^$18lwC-2HD880A38KTF&6${pB9rv^7T>=q3V1NbaA+)U#uA$(XyN^N!hm}I^RPTuPP9$JBusY>>C$*OGS5YQX zsITf0|5%=IAV+@v+ zS6AwV1OA^9$jaesOkaPBB=O)C_%a%E%X)4rj1h2#b6|IJ&dI&lfHbwa>Nx@!QxFP+ z;3KI9#xlA*N+*Q{OeAGs^KC2jVXhA%xR`W>5by|U)Za*Y&|?N^el-TwnsyRtnAW%f zSbN>%&Lta{JC;{!F$VQKjne8VdF{n?PO9Z8XuZoDj@{ncux`s4Bc(PRz8$a%Daf~386ND;f1;=!QP*9ISpLI) z6|u=DsmE^un_5=E+Q}}T0z@6*)8y~(5|7blb$qBTxF&W99-Ho>FqN1gV|;EmS3XYD z@_l~r@jU_mGw z#4XX98*QzIpURf|NBPzie~yxijKi>hrZYo8w@puI{K(yoF{8O)9y-155ZIAa!b7N! zZMj_ea?V6`OW;)hWsJ3BkH)Bk2~_|?;jY2rPgOaU;@#!x`D0hXth; z(eeHhT~gW;je8S%1p42mS-Qa`b_0dUO5*Jz*2_k3ZNUT8yRM}l05)!EWDc&V;M9$=^zAS7JP}i`eZ0e z@NNa6f}j9KH;~{ZwXDDe%eD?|KSU+r&-E4Ur1pWa2u?8Kuu-(sgXIy1&O2Vkmmx5N z7nsXA(%v=qdCX6|4usEgyKtw!&6Y$$c?N>+znjFCjHT;VJnGg1Uw+^0_`pf=%jqVH zAY~j1aJ%t>2(ltGsoS~pZX09=dQKq*lor|7-}-*(7(UHIkTI+_?&Fp^M;m$@8>F$H zU^#ba;auoQEK;?5c?J07M*rmL|INO1$#9o3c=$7ebiO~bV2-lonOTfiB>a8 zi5`qr_sux`G#qv+qpQ%!uO=bpJwLN@_7g?qt` z4i~Vm`&;D=(T!PVF#vfE#K63t?BXbg@z=TUDfVpoFBjDk0uU3-R7!pHEr2)3t`#TI z8Av;7cZJTX_t2U=srMVPZoveQUp~?b98+S<)eKqZMV7*50QFfFvSQ;v1_d;A`4u{kKoucVw(5#v3m1w-?W*d&3fZt8_yS9_XR7B5pge zfo0R3ZVLDi?JRGq_6gK!)7YX;_#4B}cRs({kXa(}c>4k4Dlrs&dCz-enXc@59(le40S;Ub=ssaX^2U2nbYekLsdl9zcZ zy^-7wPUKt-k=9IiF~DNdGhB1W_5~t>(Yu6;wKGdRw{rm%f6nIs)gZCwWW}WO@|aZU zkP_^L+ZNguJ5ZT=?a$7F!Y-+pSlzk5>4|_IzdpXdsT(jDlz8= z(*q(;r`OP=A>=&Dmf6qj%4Psc5Ovd?b}^a zE`YeKFd@9Vl-l1HEJGyJ5ekFM+aB(WS$|_eENtEv5=-Hx;YX=dq)6eF7+&0irb&AB z_*Ykd>(0EY;2R_NL!+Cj-kfm#S?%HvoU+4`QS^6GKu@bfAlZ5O)||b|9S!JBK1B=g zkNcWRQ0oU}DBPsq+yU>k$b5}#?~N6iI|s)>p)hQ&tHY<7Rak;5(Pmfb+$NhJUmwx_ zvoUcvRS~3|c`p$&6kbY@uPox#brb@V$u0|P3zi%J6J`5QfmL0MAY0wxm8h^_9Qd+b zj8E5RSjqoU{M+1BT!PkO!9~q9d9%ynCUaDvNtvb6H#G}*zrP&9!gZdvZI$?t<0k?l zeG7rc86`dsrbK9=Em-HEQQJ@BLbQISim*XEV`%jf2qn%&QgpK&P z(&d~KN^k~bj~7A8j#)4($e#8B_UjM23`7HpGQc2cplCqP-gQI%6QU}0kB zW@2GxQ)OmiWoF?vVB<94fJVQU>HqWq z1e6;v^8e`JKMUm>tsTQJEA#&q<$ps|nQtUDLk0vSMGgdH@lS}nD*i`e{t;ys#{aCN z|MUk9Y>kY~Y@PoVD6sD-%OWbkKqKGF@}EG>%={OFVrH^4P?iw>SExwGcoDTBfq=%o z*FPsOoebpPYWTk@R2=_0d2u=+KZbq+0dYC~|C8rJ_g{?YA90dW{^v0LN2>obi+ZyE z9Vq7SLQ#_w`v;4-nAn)PzFEZf%_akORs(JpE;bhSZx*pLv2t;8{0A1{3az;4{>wxl z=ls8U_|HNy_}?S~D-FGG>6=B;|A9q+i~oxe{qI@i*6+0Sud73P^1m3=zp9RZ>o=5! zyj+a`vI8dbgZ?iP{a;kae>!*nn+~XX`_v-(FPn|n>3=bze`+@15dY|Oh~H1<@7hM> J`^RbWzX9MxBFO*% literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif b/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif new file mode 100644 index 0000000000000000000000000000000000000000..4454f9c51ed5586f8e007a49b7a48ee26c176c8f GIT binary patch literal 29240 zcmZs?Q*fq1+qHd1cdSV!wr$(ClZnlVZQHhO+qN;WF|nO|^Ss~t{q=18U3JzvYF%g7 z)!jS2v8p8{sQ^#_000R9009Gl{3Ex21@d1E`oH|I0|55FtS|@w0RNZ&GY1(2902}L zxBu18|MJoPmx=!Q=>OX@^N(@q9{Sc>mbtKa2P`&hY=M{w+A^pYKfw0GJ8_0P+U^w+8?q5%|CK|MdU)|Nq)2 zN%C(t0Kj0N@;~|?2Kk?pf&~0$)BoXrTl*gc1+Nc9`_Ff%`cOy!8UXn3Xh8rm!~nSe zsGBeN|0pG~y0|g{2MYl`fvSoufrssH69Q%?Ij{fgdI2b!=|2G)Am4yli-)2?;AM}{ zain{@xf5o+{gapQFqk8?QHf0>?AkR*7rwi!{<$88Mx7vN0e{L3&&Z5W6WLf+^V%Os zi}~XV$NI`caxC_UZe@`NmN?ts#jh!{Wc95))nSxshF3nJh;!C!UW>|2o9w$mN==** z?yH4II$6t~DQS#`8$2{xDJiCyb-PoM%w^ZdW+;;j43o(yf3x#^pGTgeBcKz*zHVue{Mi@=hJOp-ccj}9OYHt#p{UP8oYB|uoURdf* z2;F3o#ghpXPL0gLAzkx6&XF_}OE|?jGB!IhV`)Z+vAuc?;kx`NQA|xfTLWyLUz3jK z2CfJ!xq+;NIH*uTGOie*Fg?%EHu-egI!z+|^hce0b0v&5^FeT(qcmcKB+a7ABg}%O zAHO3q)5Qbfe*%Dn9?zpSUu@><@24AzAL!c6a$4VH6t?h1Szidn@JxnQ6TyuR>Z|XWtdR73=~s)_#E3{%$&2oNBh8P* zm1V|NbI8`gM9J-vSzJVV-GdgbNWFkgt2&dcO(if}m)=Y!y{?QYFS)Si^81YZ0=kV@ z6j{eP-`LkXC|zZZj6I%{LJ(h> zjXn5YnKjoq8NzaT;L^f9t-v~}^C&4MMOVM$-s+timWo8ohYAX_uRz5{E)uM4JsSi} zRzs~mGH5yS9XNwVcZ|rOSKr2Ht zwOW8p;K7Vx=u-nH&dc+9C4=rhNQr9y?%_U|miuyLBBBd5q^Sd3a8`55K`SFw$41#$Gg~GDfrnl1KPUgNqH`0nLMek{niPjs$rn}yO#Ow1p|7UYuM9+{^!g(R z+?UsG4}X&Z=irhzKUkSd6@-54!Itu}!}juP71z5#H>XbBeK;c!W|R{yup|zudTedo z09Ye$uQ;7Jl$a;*&yTPhldemoQ` zvDX!Adx5a}U&6ml?$z05MQ$KRSAQS&3zk^rJE+*W5V{-@?h$N_mUj%VChaO+MPQ~y zJc9xCP;$UBB~e{l&T3>*(LinUC_dblPv&IMUgjups{@>2#ABgfES`UqAc``Sa1zOF3?YJ8Qf=%DY( zmO#KDb!V$$MGYDvoW5?4Y&;nmKJjS@9?o%K>L$fdy-)JA5gTeR%(U<{eISX5rpEe2 zef;4?DVDhL5@64L#SKzyTE>2WQCp8j*Qj7RTy%~A!{h<;!i3RgJ;&Bi{VvwE6JdD= zA1)lBDFz-KEAU>gKr(nqaEIJwI)aSjYTWe88>Khf?Zx^0s>=ZhQi56-LYI!Mw7uP?ErG<@b zBIT~(asIV!Xdla~rud82K=5QnZ{0e7#4@&kdc39M?fw)Lqs@fXwqYcmEXy(to?p6 zV(xivj+U*(;$pYit{~guPR4l87^GNM*9^27=gPsPI{kvZ)>LqZS87zG|Sa8&)P%rDt*ZjUNyR1Rh z4r1CN`s5V4L?V4B@F}?>eaL9pRoz##Dk~ji6Ll2e%Qp?BeqEPPhMF(gsRWu{{SFy} z0+b`pmdJck;=U)Jsrx~#Ayv|=GnN@|{%f@Vv&Zy{UPiIP*Z%@A+SJJg{w|eCDPd;Y z$t8%2s-dlF$Kt%5}`o4wkWR6vbKc9{rRhb(u4x`&PfcCv)R_aDVN?q8-6}A!chb~LL zCe%5mYHd_p>UeSN&*~mU-%$D@7CTxOM(DrGBz5Nccd(!h8hNp#y16jh&o@lo$n9(e z_PDIS=Ztbf_cL>qXrI3$(9IuRr!}%+9P#w2I_|BsWXD09E!&CKOF4~7ckj4>{r(;L=UE;YI1qK|Y_Oe-jQy)p5H2O%jo z6RkvQ-Q^p}r>A3`B_3L+J=c%>@+|sAoS>C4l_CmjM_MF0P(f0LBwIql3L16*r-qjz zWdj?9X6_KM;|*}uXAwHT5YS425qN`}Qt2?X;G1J1${AIH7)W!&QL+#2tVobgHR(Go zD`6^x>oGMSo1FQKFg0Q4@@JTL z4Bbx045ICza^;>{$})ED^3_l{HcWUwU%f;RsPJG{ocNzflWbpDh8UAhHBhaUUxgZu zjUEh+rkc8G5M@@a{7XBIgXYZ$YLXE2P)*^?Y!diU3s!?&UqngqUD>u;k zN*UaQ;us4c+Mi4M*1kl`nLD{?!`kw;>oKF>@#<1##5>aEm+xlTJm3n6VqFMu3{hIPTAq@?S2E-6Ll6A`f3?v6knCYG&R zCmZ#!*#h-cFlb70MEroeb7gP$$>76pP5IJkoV5#0Pm+%)8?cHyt z#F>w5jvLH4|8@L04Wz#&qv?yQq+^@-XkOvYI`={drRaNXi2l%zyco{L=tdpXPdP6|YJyGh?xk&AIuO|hF=^Zm9A=22(z{TIX2%z_#|}l6(S)uk^E2FuvH;I0Xjd(UKdTj zm^Yj?gwvosC05Lo#(XbP@vE6GB(8Oim(QZ3Qd(G0XCJkH9Rp?_0W)uHyTXYy6&3V} zpoNe6zPga2I+mfc(pw#i&b5y48jxcqh0bt482qRgSMfSx8PbpM42Mm8I;+27u1|Lk zh{adybD4-wegShK#v&3FJa-Fbj2>01J~W5UWg6#}x_N00(Ac(KQ{11Rb3y(p`wpLW z63IEbjU6S$UlGV?*tWHVL9OTZC~F>_;5Zqmzpodcy=YidUbpqeP2b_P1!gsIFG!<5 zY~5}mlFR5WKw^JGezLfy%5ZnTyV-ATy%re1Bo7fDrJ!giLM~MEwuwO`Lv;YE>KM98bQv4P34!fIuA?23Q$yZO?F^<~Jh*LmCF@izQR6HTyRE~K0^DHnie z-EQQu&VN#;9ymo2?MkP?BWR^gnw(7ZFcz?3GL|x{5$0m&1uib-Az`dwyx2HAPdmc1 zuw_w|7bJQ`x6E=Rzbp<)N$}m8QbOV`_oy^VE@w z#^w=j(lhW1wUmBD)F=F&4hrt-5StPX$-nXKDl&G7*j5>%P55d}Re0T?3cO8`DG9sr2wd zwqesw4*PBrRp}CK<(p1YUzN}s;qo%B$#ZTpZ5D0qKAh$p+1DEDv~HZ-{zGtVTeW0^ zV070=8{kT>DI?n^rc-h!KVweXt&^)HjlgD~=i6r2U;>QLI6+9-+~>0L2eVy7v|n_t z!o&2~gpVUQGS5MnSckXBlbCI4KB#?mhQaAHYjuED3{=&JQAV=~HlK0+F1{FklepKXYjLCKRnCN8 z6MaZfnvV29=tt^-7o?Dbv1(r^X&K2LFgQ{`rjRm1(j(~?%)@dC2{ZjR-@|bCS%eiC z7ZkMw6CV}9z@upxStIvz)F3GHZM08mvOsHjcNN_u6k?`)(6QxJqV@Z>&OAPfx{m*= z)$Z4f*$tn5*rYOCQK5FKo1t@Z2rkZH-8im?ļ%0Z9@m?Y9$4|-A)+m%8I{(Umx z0lGb_m6Om5+L~&ClanlloVJu_M>g}$OJG!I7}+=pLbP2TuIV~Un(8Nh0O)Ow$!62^ z2n>t2l-O@(q;;d?B_3I=c>ESvho2+&@UYRjFqejkwxW){zIf2Y2*W$>Veh53A~#eD zX>~K6pU56){m)%y8$S3d(ZQ0D(K8CR&ps5q zPBML@L?AI99#+yd5B@16@|U3Xl)7XJLMJSsp2oOYYM=Evs?7%T#i_Rp>&2PKv^|N? zyn)g|;e=N0w~mImj;;H_?CUES(PU1Cl9;z3a*ARwA|?GU;|~g_5}4g}_^pwrgz`DB z`WRj7qC}B(eB>K_{Os2vqLb-<=#blIB9ex1rMU~f=fJqYiIt^#Kr~G`pUYgKnGHk9 zsnJ%OQq>+n{{Hrx#r91`i1kntt-OBj!gcd_fW4LMF^#l{v#T|Qg!#dh*`g2{hVD23 zlL+Ig3Llk`g+P14#a6{(#0ps@<*)Z1&%p@KK*-ij`T#@{;rcOwooGI7_aDE98W8p4#e^1NI583VU!Y|Azf{au3j zw)M1b)HV0J3Hl&- zP17EJe>`0$(?>*sV~)(&`s8Q`FRN(-6&9h5yS18R@++A-tH*&pa0d@LR6FxVHg~Rp z_vsMcEkSRI)e9A?_V@J_Z@hT^0_gjly!ICfpywQ(m~Ue?>}VJvBIZrCW+Dl4Ciax& zA*<@ft)gqn#mvwlRN4OKRSV4GittqrsjYIcFMG=_V4K28P3?Zf6)z#e&cw5YE2CEm z#xPNG1@KtcPkd*m{r4&$lE}qy9)=JIXftat^fBYW?n2ns2d?igD+Z(6%pp3b61#HIE&uBeva+s$z-Cj7e)t2&&foUs zZ2r27U5*7u8Hy%`PhQ>Ud`lCo`+~M!FZ-9$W+l zDPUzTc)jc?VBfx;evEPtN?P1jtwwX7=P&o}|5*N38?R$=v}vt6k$6na?gpN<38^bZ z%4MYe5J%J9%(F{#h=>Rx;30|-#xyv&7vzVLkn*|9$9%9D-yPr`HyBWlAC}?P$334Y zS~I3L;XKLrPf9U|#CzU5lIJ)Ejr`GawM&%6>jdlY3($Yf1k2Vm?@H=w&|M9utk7j5 z6E?tA|G4v|=)gG5H(e+P&PmOpcF1bVxU{nN!=e($l-QdlKs09S6B)^cs|S`?z7gxI zG|U>y$odQ%dfte3WElsGzii`lNPx{DC=Simqf`xjsVdRAshp+Ko!Ry?+e{n?rHme z7n}mS%6eTgT5=jrQTZeS5CA7Ok6y?>U+ubKh-oWP;}ZC~GKd06R%P0H6xIbp6o&E#LAC+4ILL%^k zGS~I$x7b!OcFcEQQn?jyu?2ZKe5W%lLgUd;kN*@^N!SWCyXs92ayZ|tO917vaAiY? zH^kx3f@aBwog2o|&~Y>4UNm*9&ue+6wqU_lY)#V(&yAew*_})BAp^dLvv--Y{^$g% zygu80Y3c^I4BdwX58tR8*Uf-W8q1wMX%~%2(&nvdTN)_=Ns}#kX+P^G$}o|j`pzwV z752FBL5|hb^-ftnfFDO?m5b1J>I3lFS-2@b9uW(C&f>y9W=E%I3cx9J^PNS$8w#aW zognJ-bzMY)tvV(8u?&ss#c`qVr;^7tT=&Au08tqb&}3)(o;K;4>o54)B3t*xUtamZ z*TkJ=_f+`Pw#Eo0n#XlY{B(=8`A|EQnM5Yihp1_)tR%>P#jksNoG2tzt=vt_Te=6= z>QkXRlrT3lqORUO>MGhsNeJ87d~o?_OW505jtwPL<4%a%pB9h!vH-A{Z3@ks7|wbx z*2Pw$JJYb#mf9nz%H5_5LYA__18tS|Mn^Z~e2#Jxj70TBOyMHFQBsIgOTCS6P`xxH z)MiISv+pb#_#J`t##*xCdnY!l4RqjoN%DOjtSvAI^7om8@@-eU9*(rwR5n6QEhZb2 z9yQ=aD8f%NYxD1w;F!?rPWTP2#!wySFPsy$zvyA7fN6(FG!9JCSmYgByOo>VYm3Ki zUSARv1hxZm9$7Tk^J;W`(e>F`87Ft!CT3`bp-^hpH`RPiujatsdrT3pOagvN+U^En443=|ZcC^aq^Hosr$m@Ee4>^3dbYu>@P((A}w z-^0}&FP&-%?8aZ&nEPuHB};y50gkEIN)89^3cFMddHv@U*8W^9Tn zKWt#jJqX#E61gsTN7?(eJ=hjjEcgHDIN-@ zILqqA-PN(8qr~8%#L7bFr}sI~1aF0uax9dt&D-J>1qY`6F=5aHh2>*kt=jE2%QYp; zhRXPN@NKYOhf?;lF-C=INi;IhQNT;u%bHq(fof0$Idcf>oI{XaeD1hL8Pol_*S8a* z0PcbU>y&*FK6hJUJH9kuN@vk(=JDVtyK&E{--tL9L8yzAq?z9!0HFFA`808 zIkmq2097+CuRenyG}vFsa=(1Dhib6Rk2~~jGRUbnk8XxzyzjKEAEn{KA=cx!zV*j2 zA%Q*#J_Vy=2`KSTDB9~Vlt2}+yku@kv66J`ZH#ARFn@R?$U=kEO?5yrtDx>o@~aHZ zA7X+}(?(!byIu%O2+RmW35?zmv0M>Os&GcPByUjc5#HZm`7jcf&1KNsYF(SgevW0g z8IP03nS8C^@+PXBe$Fy?2~jY!4Ua+>AcR_L^9}2JkHfGBNAF#1++e^c4{IG2LhUtOKD&Dx9|WN$H+tM-iLD z_E**#;p|A-FFJkV7)|O(Q;AU1B{yydW7nl*>nx!`g^+{}P(`b{Yavb-NBe5*Wn#X9R{$MYpcf{ZJ@P~@JQ zNeRrRxgilT>D3KWP0THhMhqGvOY{(Nzf9C~F5v4y==VN^Zz3m(0{50Fu=R$CL(t|#N$&D zn(WJZVz7?Ygw(;TD7Odf->BnDPpiSN^iTr{2dBAIWUBn*+YoIP2*suNcjLb+*}zrx z*!2IHV4tm{`^%E_++}v-lpd+G$03CJ*u7(Ny-1QY;Hv&KFi(UUR699(q;8r$9@7Rg z(miKeUDPoi_`^zPQ^yBnivC_0kKYqGFlil^gzW#NXdXC}4GOqr`SF}{A+{7jfS^Qq z2>c>W6**mO!C>(b!?KW&W#^9-c=J=#EI)KM;j3=`HaasUW*6va1EDzc`4h2;NJnii z-EM26-N<@)K0E#-bJ zvJfi0o8&oJ%0coB(nQL8#?6p_X_Nd9+~jD6ID~ddCg=DB=AeNN$S&RTOlBYM$J=U% z>W{=4rBW`_GKRM7fHfRReG6NPU|7EAgb)-07s{MND07>eGn8|w9{PNg z6JH()rix64Grb$Ll^B#b;pxPmt%4jOsL)MW=ZBSID)q=^m_*oQCnibS4d`W;sAqSd zfYe57sc*?@Z}^x7SM?E|pW78C3Ei+aQhpJNneeU<)AQSJ>NrDVpIKV4vwk9NOf#iI z=CEn@*Y}i8S=Ty@3Dl>GY5SImFQE!dkxnx0o^pk%7v~ybdIThRHcfOYS;T7!<@(n& zdEcx4uO6L_aa+ncV<043402b)2CHoo1zmWUY_r!MMN%q;AFL}rpAW*P2G(xw zHm-1dC5?PDoV4=%up(Nl?8G&)WQeH%*PfCW>4E5}i!j_HF`@yl-Z*XZ3aB}CvnY(o zLi*geA%%lb`-!CUWRti4zNEp;2zJ<$PTf$0OA*iymZq_w8&cD9cwrF)8X0vz>$?XQcFszTQJOLsJ=;jMX>)x79GwJ_^6EtbhL1EX!Dzy-#@wd55fP z_b=E0;p}wHjfd(MZNdn>Vr*MWO?x}%u6T>(N|Wsg7dMN~sURjKH<1Qi)wDC8AT zqC)V6WiF?d{YH7#6)HUi8ViJeCK?5dp{nSyk{lu1o`%JooV~J?#VUU$P3|||K!KcYZ;I0te zTo-c{h_pq$j1|qTI)02SMWFQ%50KUo={1Q5SCz&H4^c@j#?KnrvJwzc41zqonZKK{ zbYVnLr=Ya8TtF8!Vt=7ba@NB_bly8uE&SB2dD+s8c$4cT0$qW%e#4xg7*cxrg~88s zJk@id38|IkW(vOTO!7@GUkG7(HeG@z=N9$6y9mJ-QGE?8OqhkMhjVdB*OS&sFunfN>ih#8VF5(N%!GZKcz*iBKNn?hB)Gw#ooFlOkX{KsX zlzxfQT_-!RLQi9RJkDB-8rVA6?h9$9s5JTAlu(kDRv`tN;5Vj~KhM?MVx{86uAyhp zSdu{wKv6IkG+)K5cAIru)tH9&kB?hOdvZ%VbCXgPIFRWdec0(`PH>UF;2UoA^$=?< zFt(y^{=_gx)REfSAO_8R)PmJz3-b8*$iHwHV38utN%4&C8yUGkU^L#~MBx(FT2pYl zIa{!w+vVH4?L+&(u=m;lg2dJzS%fawoy_bfBwml$QBfvI1HJ6bi- z!BJ%#_3qg>bkrV`oE0hyic)h{h~;QUBLI~;Ml>>IXC%dHegAG@Y6NYGuV@?pp(WY# zjA<4QgL1`c%cL}4f+?4yJAi#Q0x2j(MSt2oeREav*7V_@-A@ z6}X7CQZ^XKrbFU{7MVLO3@|x@hmllkyC@GSZSzZBLgpINcs&jo#R8db^MrNmq|&V~ zk(g#^3UP*PNSG|13Q2oNS+8s=W*5hqQyIqm^pQ$#Usr?5ZVkS=_Fq-+E=f<1tlEWJCqcBxYn)H<#?B!iAR%sh` zeGiNRIa%U#+toK-OHwm?lA>W|s(h;F51%Xp$3$Y#i(jkMR8=>dHNfKgQ|_Oa^F3s} zh+6~A$tK#53{U*!y z+I7QDRP#MCy;auyd_|EL*vZMgx0#1+w?XByH^txLq@|BbrQI>hl5!>aLi3-DS~ggP(B0sg-iI-|$L2bb(!-h5@8!esTP4%jr}|H2&`ZMe z~)bKhBj%LqU51tO@>G?tEqY z%3u@K$)j^j23*2HxdJ^eOiCB-Q_zWSWpfvYg$uZl+@W9GPtfb+O2o?7D*_Xc*m(oy zCb3E(KzT6pbC2{#)c|{+CWJ-QHd>Ih$d5FjA)(fZgqTf;=kgO_=HDL?E^MxK$lKvB zKE18-sjWq#zX%KHDUb}7=vP=&ag?$xISz(hZ>RB;zv`TKDw9Bw%ZymG8as?V3X`Sm zrE@~EDI62dAAdEGmIL5wHRilmrRsp!QLwX8z3T}eKg3&^jmb$41`DMld9id;GqHID z0pWo}SHr=MFNi^<{v9tQ+zrb?m`h*Q zbm7Cl#i|$zigdIIBqou&qXIeFh62}W6~zbN%i6^-2hdnI&N~*V;6TvCT1V1z#pnEG zD2qo-q%Pn!FHnd;i}uif>b^P*Iv^M;6;65}+46hI@b?(wNIs&;!UK2_@osUagDKap z;#5!QHBqzy5M=d$693JsZ)|ll`|K!xZPfcrt7TI>TaVTzT4R%rGcmN%IVbjdOWmVk zys2X|Q{8E)c3J&;M#H2=dxJHp7^5BkLC}aI&CV6JUv8n(CD2xZv1sXf=H(y%qLr7A zXO0Fv4@~umRyOP`>z|GxS;D|(6t9}UYpH?k&J5|jaa#$byY)=nar23apxJP~Yb z&qAMh8kLM>Jam4Ycdl5$Us+oH^QUyqYCT76ht^Z@ATZVC$q_D1&9w(iim9tx=%Z?0 zKfDj!0T9zj6nzL*)+YELTA^A_#L4)1*=v$I8B#AgpEe-O)QVi{6Q3~*U6!zW*FPJD zD3(@M@YKS48bzT{94YQdF#Lbn#7@Dv83p4DS+}@m!&RaKtSQt zxAg=+v$t2gQa;@v0=Pqh6R)+kV7Px`oPHvIPH#jU!_pM3El|s))G_OAl`_W)eiM$0 z^$FoU_zvhg1wWWp*+|U~R;WRp>2#=uDBDNGH{pdOrR45eL0irA&=k{5Q{X2qFV;wx zH*_Tix!{p2q{{Gm;pho(!Q0@Oq&zZUI-9koUHSOX7v;|Q+RlXiq|2&&{PDhkl6k16 zlri;EQROb5l10xI$dEX2t0LS`S@?xni8Lxbrbl`9tA}rCNJAD8TsfP7cF!JiTjhl6 zK8e8i*{T6ZkcwqI7;W{0xl`S__R;D{GD*xB+9s2BDAIu2OZqOYA4{bB*b$Aa62GnN z4j{G$qfD(N-zn5eIUMUEZI$_qB%jc$;AuoNC3`U1?<{e*S$)`_Lx#{mp$dpJO`dUw z^Yo9PlSO@_?vY88Pv_x`i05zzTe~mVt|<+uSNnkK8W+~IX`1wtb+eBqAHcd`CX?4W zLnfSGXMC>s{E7N6*8pZJO+wAxBX5-Nmn$5sd`<;1X&Yh$D2gq%;E7DA8Iw3 zlzG<_AJqqJ4^ztP=?sGjSyO|Kz3$99Nq9~q3z*v|A1ak5?c{Ed{dH?jAj(+E2kP)O z;iiz;x-OT#E$dYKcBM&`Rt8s|7e=+&d%?>fcR6-UH0F?K`{%&h+0%{s>ia56=TyP- z=JZoTQFKzD$j9NZ+W0^>y(y2qM{g)nt2+;{`PSLK}#}$RO-{Zzn&9NGV(+}9{3;u-fkWiT*A{%kH3Pj z2;ry|)X%drjf)M1$PbmpiJ#^^L|*xtV(30dMgPd%IxCQ&)+fJVv0%=IbgNG_qDq|r zEscp3Jlg&p!vPUPax=`eOz%SUjTD*kc&(*W5owR(KRHO+dlLldS+VRa7qWKH_a~gb zy|#D#eH zH=@yK^LcA;IJfF9PNO5#I{U4zp=216Fb19@&57X}xi6gZN#*Ma|M3xg9lLzJ1>5;{ zPC>3}#ZVJMV$mfY!Ycm551aQ*B&^TLVhQZ9t4P9*)fUZfwIvT@zOr=!M&RXO-%gpK zIn+1{k!MhR=;SArzt*A627YKCv6dKPP&>Le`KvnkJm0BwUSiZ5>6i%%bVJ`!;|CMw%*!#L&vuqXuz9x7#(#1;in`3aBGroos`UCY zT`u=4a*p@QG*BKX`&Hec$)x%4i&e7i5SI*JE^4QSBu%_n^i@_FFb)#Xn zy6@p`3s<*>bw9GRMdNlW?Hz|2<&Uxxg;lcOZMHoL9h=YvIKxFaj-{PK;gpIxY{HSJ zy9hZ2k8%Qn;+#0X+5FM+2*d`DU1t5`VK2pctc^oB(2)<7)TdkLUpi+!5Zbr2lLVYQ zW0f9bq?82C4i1JboR1(Qez?9#=(2L@CC?7<2j;JWNX52E&6zQV?x`*C_?H-lq|7D% z?4FDMoA~3G=_K~=T*+d(-5Ei@GtDsMpWgm4E)4P~y!i5JkHcUyYfAmWiadZ(F(*ocOXe{*?Y(nvx$2 zl9e^q{dQ;TL+MQ>SSw-GNb`FEZ?pguqA|alpAN+PEi(+M{7bWb8HM`qN)LccOXSp( zrGRH?!$BRs9=D4Uw4BR=pQ6Egjc1J0Gng!V`k9x3zuXA3wcjo%)EW+z!#)Y(h-FsP zn~ArSzLzb7HP9oO{Nqa6QR1@x5{ZQdotaN<*PQfLvP>bu(&4uUajsE6qX%RT1X?II zL~Tko0$wO3TE|khdsWUKmUcOLJH>hJN3lu#vd8i4BIproU*|mcDt=sFV3(fZ;>bO3 zS*fw$%RY1RplqMCTrhAl%#JJTH}3^kE|ujf3Y?}b9$Dq}9zHf7-V!I*k>K&Yzjs@N zp~}4O> zo*9{($eU-izA1KcX!l(^nqVg>0@kc&xg$V*J1s3me0&&-SVRcjsLmPD*UbCfP(&Zv z`Kisde3SJc)0w71h;;P2v@xE*503z+!fynMNK|<-S^xQF8wJDl?d8~vEX`NedLXs` zYrWn)l$S@BPRZGqYA0w;Yryke zV5-2qB+KJ?b?JS*T8pP%Ub(-%D6>c#J4XQ!Zb%K?v6`T<%`BJo$#tw=&gW=_FM#|` z><0c^fLzO)@~seR+V_fa7JORbyJsS?3_5||F z=)pO;dPuC{M_xHJ7@Anl!&(o1OUi|okC7zA8g!sP$D9NYr3fYC`ICh1CRtazn)+Wn zdkDZXp`wtoulG!C8^NH50x!DVWP}FURhyLGhsCmvBI8RXi}BbHXx_HJs%R92hDW-_ z5^>W;u(1AJ8UD@S$66&Sn*d-cakN6>{(5Ks?ey!Z!U_Z z#k6vRYylO;o~7^pesl(fZ49Q?IeYz9+z#Bgs5Mi&X;Ie>hr={|Rb=YUx_qxk#9KNJ zRy57Y{*t$Fo4!p>A!dLA?$EUq5BX0WNtqgASvBz!Zv}SG4Ua4zJvM=JlpM~FHJ@|V zDI~JTM|chq`?{@5is`f79@(K%v_rR3kSsVO;Z$PuI3+mWv9J4_xL?`uUb$6HWPotu z`H5heli+tPuZOuDSPNSZ8Jo+Dz1zR7h2pSo;MoB8UzO#zJmpqVtgj5}2c zDN(-;C1zM*lOsAP)6YTAD-#x+6nt!!EJ_$W5+6zxZ8RQ|vL(EpO1#LA7}rfqR->QV z@GVEUt%F#n3hnGJy|h^(6^kUT9zD-TbLlUw#nHy+cuNu;_AyJX46MxPkD=#TGr1eVmDPu(dvCl!3+K(T)g71XSQB3Ly#VDByw{8|tZH@*|rk=VvvfJB!Z zlKXkr?Q?0|cSO_19KDLR7;bW|wYzk2Nl7$JYbinvc55=RtLKZ!$?nvl*OwsN=F_>0J0ZYK3tU>kQ@-SZv3(JHgp^ZCc zTGbm08ERP2={ym(9W>5yf+crKfOR#ni!R)CA>5Jb{XlZvxgGf>XxOR`D0Sd?yIG9C zB3OwXk7oVOFiVOz{>vyCMT}_|F+F?S4oU`0YfdM7rA2bONCq+!6LEXV-2*m$-U_Bk z+jqQK&=?GDoHb|vY}kr5Zmvw{1nEGEV%J4{DvnZR(W5qSU}McA<$$S{jr}ihIGbYv zk6;%9b(5xFbc9*RfYSBs+YP(Al$|OaY0-2tf0Z7ZnavY)D~!6x%QfmLBt#OW9isJV znxB3~3JFI}{gzS_c?q>;!766d&wJOPW~NkP5ci zEI8as4BVy8;;=^B)I8E2y$i9dZ+6_Hj^Oh#nMCR8fb;Fh^o{3_~gsSQ}cf3*PGGx03|{MdweKrZSx2tq!^*TKM$S%b90ilR=1TT?lUV@gbgl! zLX~oZWnJ;_bt(~o6*gZ*%I@{cLJA+F8bto;o$tgI!F-(}ZCP~!31VRR4-ku#@%Y9Z zlc_04;XXOC+<#H)&lAFro#J_!^c8v@x2oDQ19k4cJd|(&bW0tWHNw8v#Vq8J0d1M8 zu^DXm)%0K4V9*+`pGIo=yMl^!Ym~nmo}O~y^EAAXG8ew-*=7bM0?;g(krAtUIhAf} zg^M)O@UlG>#zW;(T@Fh=ti3|o{Ch%yH6#$HIbBM<)jJZ)e{$bBNR}FgoK8eaeqYcI zMKCH@U6AURCrKRpI7`L~H+$UN+6ZMMU|e5BjIRIzDgP%*F}2PIHTb#Xa6d1JkWclB zAc239DNPpaF6OR-)@u9OAGX5N3!aZGYZ5@EI1bt9ITM|7N(?sLZi)tS*=u3ZTAjS8 zF*l7TKoNf@U8CQpuGpuAHHYN z;G6OvZX1SyuI$;D=BeEU4B1QAPaThICU&NGQcm2Vm)$O+ zfZ5_5y@3X%i$}`4_}>1w3iX)kQr%AbUMWAbWnTN1iI2p$%HQIkyrWvGy3ntca3~I! z=+R(i!$P*IYPgU&=Cz%Z;ftE#rF&Ick@?Ir&|wd{F^=L#yl$0X?ZGai?WkT&l(zGW z#}8F@#II^V71cA?k8_|M36o2tc7<#R#D+JT?>WTs}&= zK_C<27u_;4gq8d{B2-V=Q7<}w-_|S5#;jCx*mmxQ#dvs9mzB@geW72*LY)ynYJn6= zxG7QcLS?$#!s(@1ZxR&kTuGZTn&Nh;~O1-rYH()auF`fH~aQICvAAbR}0+PQq^6(Tgp zkgm}2U8dl5uIe=bNW)r1P<7LgfPlA~rNM&uVj%E`uoMuPPgrroBNWTw8O3zQ&R4(c z4-&FR5%aBiz|s~*W=h_&hdi_oo&ul8gLn{o4H9hL9B(BCdvk@{=Q^81%g<$~sUGj1 zGKQ!ZgZm<10GNj7DrXb+Y~G6*ukp5YGpUrGuwc%wH@G1MKRedg7-80lKgFV2e5>NT z1_rw*(wmIFAI~p#DSZpoyBtI^&on~IyGUc$7tc#no%B;hwdYX#L1jR`;<2W|iRo~A zny0)!5GrK8V_hdquwdGv1%OhetB-MDq$id(xvaI6WQiJ#Pn9ED6}Me?-C?#=HC4B0 zF9gLjN6jFlEOZ$d+LQdllUf=-tPRGN^p;~`M*{OmSqq;)5UCBq+X6KpnQUZL#|$TK z**JAK7>me!)?rn|cPdi+3q5e$AJ<03!a#>mqL&vq<*sTTBP7^rH^t}@$~lD!J&-J^sc%DavHGQl-~b-(0gY?dw~0tLADmv>bdOveWpt{ zPNlxXec79qTCv-#nL2J`gx7BdOjq|0c_?&qF|CvQ)PGR%0?;wKtqp9+{pCVSBu&xz zo(#W}k958(_IYMm;Zgd=QO^_dOYnj~@TD*MW@jE4Mz;Vf$b>l&26W@&_+g`;!}3&N zT#h_l-sy<}!P`F2=@BZFT53O6R^s4#Z3;0 zdsyZXY}CgvpmO0|o}f zyqH&)&rEYAq9B(}L6+hSa`2iWo3h+lPL!UYSY=jmk4SeVgH;7F_Ch6_&CNdgRID0v zdaxY^6ERVQuO?Gc2;oV>X`^7eGCbqdM`MfY2C;ANblB* zMgU75qHZB5?O-xuY&dPU;1&tDTmUSBRKq7OMCNr6umX) zEtk4NiRVxfZD6Oh$=7Cb|gC`Y3cLc}Bl9c9czowm+}W z+^>h3Na4<`8Ego^T3fkIhs;6Ovc!CN=zbXOaBD_B+j-a#~=agijt!wp0Q_}pcw&=5;ao`*KMtbo!oROT-Nu52MiV^ zrJM-6*FbFsM>0EsJOufVfsScyy;P zga;~9)6gRj`5Dw%yLL0vxn&+L|HdBqyFmb^qI;#9=h5}^;?s&o1zO}#MJA+OG7em^T!j;Umz84Lv`~i{}>nXh9BWg{MyYhAu1-@s9ruGJX0 z1;S{^iKvTve*m{EAc-lo%3}G;(nT9`crGHRax2X#xeJFE{ek8t(~`AE6RKF}Cn(E} zjm4T3SQ)kq^NlvpYc#r>-ZVDNGRb}qH*6^rM$G;?J`&tIO=;`Ua{9)mi>RXDbIMsAqb$6>faFj3T%% zF>kYNqf_5*!@ii9&kPnNhpZE^-oefYV_HXfemmnII1Jz1So&9G`O)AL9RZUT&OnrZ z=yBDup7S@PUHX~oIOPT$hSXy8STgz8)qmh`07b^? zkae33DZC0vO@#op&Q=Px{q>LU`Co1NNjm_IhsYtHP#4yr0u)*;!2u6rU92e_yC%<0 zlYs9|E{o6-9xnEEl=BzrWn&IZgO=tjE}JV5-nnH2FSUzo=wT1uYKaWPqocl#!Psht zx}2<)7E>nBhhp?|lTOv7&Q4Uk z*h9(N@KwO2;=`iF>F zyZ#j?_#yI9NpDhQDCZYSp{TwY50Y%zb*p2k+0%S{P;Tq2{QLXR<0kA- zNjq48wWOFf9@~;#BQ0BaSpz9_X#|JYb^eM2C$-Q)xDJXt@CsO*uRk ze!+a62}k|9fSI@rbNg6ODm?3FLw+eMCZNrGmZjJb&qy$Y-|i)i5)7@ngQO3#iZR?4 z1SwOB#9({^3QD8Z{30m%u+fiv^rpbn?26o_jxlarXjLZR1CR7u^)eW=ua7FT$>4{9TjJeP5J2MTB+}=jjva zwE<+Gk`R3c?wff3PwL*E*HqhGVd*b^<6l%P{4H6|55cQY;JR`fbvX^JGPeJ{e}fW0 zVtGpb2UdkFA|mW|H`p=oQyc4FYz{>>6qi36p;SckTImNnkD9I_Nh`bNCb^ zf+k)bBI(rwvLYSSv@aXzv@Zf>-%4=tOZ>ZmDRu z{2>V!x?;tUX&j(E!b@PL;5d`7&}AyUlct6JJ9IY{5}d5{22K!pm~8hpfgrh!+r?3<*vpiwNkr)W#HcoRi99JIRPW+R1thyPn~;%{+c>-b_ga& zTXXg0R=_(Xc_tbe{|+112G-ZL{0cM2D8FE;V+p(M3I)Z#)ZNpAXh6ts(^*At{I!-g2e>=h?j}U8zoxA|e)9 zz$83?fq#m$YDYEZyC`FJ>N{nCkP<;2uJ(62kfpilyo2YxCjuWP-IS6pXE7 zMcGNyy(hl5-A|1T0hs6C-Y*u6lV+bUI;G7&Uuk>vx#{hCB+IErqN41mRWyR2VQ{e$ z6!l^e;^j_}cu}J+f;#Tvr?t3eADiXXGH8aJ8vYu%PO5%4gA`U40YTFcQBT!~kREE% z+XXFnvQYbAg~LC#`>)s7L}1XC{6TI@US?(OYo!CgOPl~8Fl74B;-aW|dG=_SVQD)f zPw)f%08`+?jc9v%T&fM{fzuI?p-vo;eIR|%PFz<}H3L1>ktS6uICd9;TuqKiKh{U; zu~DkaHhZscCd3&f%ug3ItuRKmK03LkAW_~MYX=q(87((yvB0E>MuyM;D*B59Zzg%- zN3O0xipWxhyp~XUNJp4Dc>DBJ$VD@+RmlJl@jpUy zGMaGi_6ey}v{t3_z)PdrcRg%NwG$9ySY}n5GFO@H9jyuDo(|tNQ9j8d4I_G49SSQ@ zrC$4y=(xr+^j*jcG$Nr?GTi~n?WRgRS#Vmuf|)LM?L5s~tcn^BU0{xW_TnF7KT*wZ zNMF!0;0~6}W7gdv;A$n2(jMB*(7H@TZyxsG7>Ii%#$_|UG3R{)UJh`m}06| z=kL}voTvj&9gGiEa@UX^Uk-$`9f=X7MnUW!$^xn&VB~2K>_tes-K1zDWX-_Q0u114 z6Bj7PCF36T8uO663iz>RPpomSh_B6?Ua2G5D37k{dIUUBie{(r#S^ z)dG9OE=t$W7yC&-j^YG1byCgiX(qYV6LCLWl>60q*x8$HKL3oc8TE6dLC#BDXma5B z+L*DMMr4Wk(hK!)CehNP=3psL7xLG)9(@6ivr-zbXb!A(Z)5U^(awNDpNwa`;bsZl z{nBF8j(6H;{L$i&rK){rbI$tW-brICOa6F47dL7xt+hB}x)lP~c*iac|oB^^lC83;9 zWc$<*7_UxS1Gl*i62)?=&Q&X<9kQ_UH9 zy6ct?klSp(g;>w~SPoz3Pnvkr2jitT6$r2c@Xl@pLk~?ujh@jmV2KA|6gh5lO zLPOJXc^-_!T^S1YD_^fY0KurIvsg6xkpsx>x(03gb=z2;K z8k*Gj#Oq!>!vtbrF4?Y{YIzgoVt6ZoSq=&1Rp#6_ zi8Km+R#3f!&a&ybg(;OrG4)9eA8_6`iCxZbaDZ4;n3IY5#DXQ$b9@FKJ*eg4OD;qa z!=ntJ&uY>#%}f{MtBiM1Tykw{o1J4mZ5&;r$&$2<&nOS;b)4?JG(QRj6 zgs~p4Z08|IMC>}uDNqd<0sA>-lC)?y2iv6viL^5;li*>bF-xtZ8?r&SO|Ab9*#h)4bs@4sqt=HcfKYpv}OUAm6PV#n1J?YJW)0y0@7?1nH9 zH5eo(l2E+eD+|L0Bh)nTB42?z`r_p2&eYCHu|wM$KdXVQ zW24vwf-(o?OW$h|yOw{@l2f~1rq%c_mP#;ED6kjRd}8=y_TWISg%Wr_8!kmNi@o`G zz%okoFXW7;wxR7_e#U{)KM+J%p7fIDrn8CUSl0JW$&KzQd%&t20z`<;fg7xl`btaS zXNf>>>xDOUvtw?n!@-)UL_Q0ww0DP`PU7WSh)Vxy0CD2QSA$oxkm>O?bec;EV08Ho zGGKNN!xnldJx4pyYgG)Jv;}bHp?%mZJJlec0&G9lfQ}xZK}(YnsMfo22iM1zFA7bb zV+}~c=)0(bFFlxM;o^QU#k6U=WCNQ8@ZbK$<4|E)xi9n;Q^b29TNhsyUzBH%YK$7t zyI9$l$#0mw%`i_rl&RoI&IR{K$eU*Y#7-&*viCgZruj(H=s$?GNvo>AgBN(p;TLm5 zNd-b^xJ|XK+^!|AnP>ajwJlEo1P_;RmU1c^-xddrGm<3yctBg-E6lm-w!cpa4JRIA zsAB`)f{#FwZL+1WV^&6vg;WG4u#+*lY|edHYsFQMWYk)r1Ze;9_@C#w&i4LPg)3kaxSwRl|4ZlQPkwEK zY|IrQ<;VGcrpV7Q2Y}86+&~VxyekV`#2%HR%^Q9yKUV23n3PU|9(YiAFW@ee(j`@& zkU`m+i&be4E!e)KzN!0jX}>vvY$^l{Tz34!z#H-_XJcd%4I@hanvri6kinhZf3!lw zJwH5Yg}C02PVr$|@ttZ`rTsqD7>k|L5FyV|_DAM_R93Ypjhh7pl4+nl+gcsf*ws7CHh z$L@IYr9QnvQoNyayZXB5mFOFa2JUT;6kP=7imw&v)ot&@g<@=@pu=S@kj(*~!6pDj ztRs#?A@F+~r@keuWM37-!sj9ZV;N4Cr`GwDu+J}{mekoJm@b}COrO8Pa%y?VT7*PL zbX74GJ{z<%ASssE5siw+2`LD1Ogk11+q3fs&71awB(M<%k3SM(kQscC+~DB?@IQsl zdvwT{$H~-;bt=?dwVd*Q0w%qmM%5R)g%qv==Gu5fN3S>MYix+hY>jbHGXjyqJ-N~{ zDA4fdW-{y0yXy+hN{VFAus9DNLzoz_`rTls-J^K*x3o5w>Q7VgS1db8^9w#rWUUHA zfChz^_cJc~#l>5+uk$X{?S@F>=^$@_-Xw)cqoi6XMheF7O*pBn#w3QA>`O3rSkM%h z1mJ6Dk7d)7xmGrMlv8Avw9|276^NcQ9bG#|$Fi(qOV_Xtgd2e*|4t`XdP`nil?6-& zd{SV4F9#c^9?iou2;dU`<2CXoD()ENwIAH8Rx9{#YS7CAOtCEm_rE(9g*8kHA=If8 zfI&IRI470o;7MJ9If+dGV`A_F_t|FXV&Vk=(xWgwpKx#SbK&O`iTBhy**JP(6e=F< zt6us~NuiTKgEppEOx07jQC?~Fw`90iVywir2_VPkQaWtpG2DoV1%hdvm2G|C)L`Gc zX+3;jD}85ZJv~xg(q4~)=$yqInLA+P*^9_6{cKzz&zJzkOIEeJc-x0 z>$pvl5;P%}oc~ubLyoIP6_(NC?&l%p)I+R4{XfP=~vI8up|xQg)z5#NA?-upgt#_xllwYCj^6)b*Q^VYsXe zF%yljLY)Y_#FiO6@0v(g9TARVr`Um^Xo_*B#9qs$*UJwTqfjJv`OZk3AwURuI>_ zb=9*jSVtxc6R=T;!Q#Qs%H1IcoWB0o8tEz&_tCa>!2wE(ts!vGU9{UkWGWSpkx!D^ z96vQAB-&>+WIJ)!NX25e$q?m|8p4z=)RF!GKO3BJ4_68z7MvoYf3)U=t}ELXCC*VF zuZj*~Q`hxXzD@encdS;~4-2{3N%7M}ln(dA+{P8Lhv66jTd%#6y^gca~~fWy};i*_ir~DJQ=S+*eJrxH@4GmSinbLHb{3oGQVl1;%QXqk{44u<*ILA`SbfNf+R9_g z*5cd1qx2YWC;i@k2xLfq43op1r zjdKkMY@6oq90(HG?Re(58sVE4?`X+w)Q0HYtpj}RD5r0FMqWr&a}V7}OqN33u9y$= zqRjd&F!i75ecAJxD8(D{jHcbKG=HX|VY1PH3pMnBpK)`9^G9&23e6kBx0+=dq7`(i zw_rmv7l&D3n(4>jJGfk*wGFP`b0da_tBO?g-%>Onw`rTJok-c;RgCvc-jxmCp-txI zy;gCkQ;t7_OKd?i4=@}t`}p*LH}+lJ#ah0B1|=9MIdBnFa^alp+rLZ#)NiQG(@muG zn!!lhks>G>&a}`~pqBMTs#YjVIl&`QLx)-59UCLCyD_5FL`=;ptYI&gP-}w+NVTn^ z$Am8My|~^O_A57ES3rbyQS$B)&#H6>m>{MD8BprGy2(472)rjvJ&idfT9XPJV`4cl z-J@YC_aRb+Tg8|#R0u+^d9;=IG7WkA0YVthL^CJ(%IQhMgPgnfUFa~nxob+K1b8)) zRB-RUB@t@4w4@xC=sKen5jUJHVRc+$rT9Jgh{@zjB`r69&p9)@kY}-Eo3wtnEdhJP z@cjDg0lQ{^mS1|bWf*z*mDrOxTh@I#I@!k1-h!dpZUBVG4k4<_17E(?yAOCav5n=$H)*l7Od zb=EzZD{`sPz}#Q`zK{#it4EEuQp1p9Qu8e zdMAO7BUX%~4V?KQI(QL5Zf%eG4WUz#rNtIpg!Z#>a)-+&TGePN$uqdK5v#V%pZ(s9 zf^B-=BAyz}tYZ?6Q~u-`E!h-z(PUMgN7!UAL@GWGf7{25${P+GF%SJid{IKcw#1dm)64=39Z>*Z`;EU%DS8;SuF_O zdGAR$%4FBQw(X6=RMlZ2o<2!m+KTU#@ba?{Umt{yNdxIJAG0E^P8|yvoEP}GOVaiG zO37Hge7GBqe|HDWCRq((U#ufU2P75GBWTqnZZM#b)de-jrSKq)=->h*60+7QByFuotA=S!IJ@<<;?)cw2oJ~&R?e<+~N#t@Te*UXqeQAET-Xl(~EmG{ACL^0574Wa9!C$dKBK`5;Z&bUjA z$+sl%a6FHyf#TPGKprntF23p;G8Q6Ak)o0lk@Sr?2drzil5lp%xZpQEu1G?NGi5p5 zL?v2O()^S33uB`CbF3cgGl68td=&;tOzf!OD*z|`(z5Hx(jm7C`3*1`g+TLk#td|- zr9uphxf{q=ECi0GBA&d*r8{N>sDxLI^)X`;zAr_<0)U6lsF~6-EG|Jy(W5q7;sIBO z-jnb|qkfA=02wluc?)1Lf?n#tta)xTZ6gE5wqQ7lnEl>lX(G|mTYc$$F6Yo1yZ)p| z07y=KiDo&Q0^Xtl)0U=Gg42d;wy@orl2L>NHLLp+9727x^V|e1uXLt>^z9k#o4LiehD4709pV<5^tMM6&{{w#)yhWJ zD6vs0M>mv%No&;r>|{gvR<7LsR-{MVtw53?-m3k2s!FKMt>{$9h#lAmC@i+d^Jal+ zY+3KGQcnTZK{_F63C%=L5(!YibB#I%`p57sl>9v&Cn8po&uHo?a6i(Wn4nu)%DLyN zY7|r1F0T|;-!mdwqBq6~beCs8CixYObqv3TZAOfR^VM!ydB-tAOwvJ&SD^uMWPoG$ z0NE(;+%{Syn@)D7gk|Gv}md=R3j;m?*8!g|dWMa#c-$MV4+Y)}&L@&=A$|IymLD*!2bY-G?|;PHb@nd0PQ;r+r2kJlXSUioI7 zT=5Fx96877htXS!Wd~AJv^|M7{lGdWP3aw{_WAy&#PCmm)5?o$e$mjRKcY=F0-rn5 z16t}Aj@CY?VFoJa?5EY%e&cYgRwy&Xu%UZ8~WnH~aw++%%hk0NG1VwG7F`h-@8m zfl%Fygx4iSE3M)4x4^_$9O{>?A$+}Hzs{9VEox(z?6c*WE6wvaP< z4Y6qRyM#fIs_leM$;?m_o-#pT_IQAht+gjfB)s4K44jKF!g(N24qun*Rr;o%Q7ai5 z5hX~7zY&HYqa?hPFFb-Ac1=ZR!7fwiS7GG-PcN1?qtR8wB^lJbGlEn%IfmQio`PY# z%=|LgmYS#RuLtp_ZbCIZj>Mjoxxl#nJ~X+QYU@6zumH=7k*77yc7db2DyG_4c#5YNGl`h^Tllw{Vj7 z9tt#WwNz19EOg@6h}Yz(YWz8?Ir4Bexk@TlhnQ}!pGoWA704k1 zw+({8ka!4v$T`KIq`sU0n8yi~;!Ds-EIQLSGLlQuu3wFvPQpS!QJOdQ2m`3XH9Ex8 z>EXq?Kx${dIIjbgY%Dy}*%WUI=widG9lf7D$rV43X7T075+B(oT~qMXnp%)!f{;3g zPNf-JZS*75zD~6x6uTgjGv?@0=XqBxDIqLvGPtL7?56*P`Hk(AkpTFlUzo>*==fINWNtwOtQk%f*7bgo?qY z^<)-x)ippPY5O^wd5;yDJ}=3H7KwLp$NXgnS3&foHFOp#K^-#x8aWAwXDYebS}0H| z|Cn)N6YW|hm6)xNQdEYhorI1gWhD2C$y{BnU)i%)OS`(ixY@X;~H+sc}#RMwq*q=$SPim z8#>H171LlG5rO-7IsJ8=f2yav)MR|g478y3y2dDhXZA%&K(rgoW{5xEuj^0SjW)Y9 z<5mxW!^B5zPib-t4__Sg2HwYJ-l!6lSOn?^PZE35Qxd~4Ymh^{FDuat=56ZL6L>00 zLThCkfH)^TWS)j*OO#NRFExASfU^?jAoNr*76wU3#KXv~)IJLIptQRv&^pWj`%#?^ z2@o$DN7{gHhO^7YeR=j#DV4&$;cG){Wp0n--ue<6;BEjy8fZP!mr()0ibN{fBKX_7 z&YQ#N-6%N;3IQdVz9lP=A`=MiKtMIz9~6sdkM$8Igi#XTl|5s#$FgwPP-qJiU8D4H zzygwio&`y?*TSGrfD%*Ft^In3-|6gUFh4jQ|5|DC?LSn+Ng-sH}@s8dgldkYkgbZNuT6t zX|_wlE(r5Th6tn{DA}_Q+vI|IoZ*5TTBLk(t{#0?c}2b&irD&JKvoG&i2}BHC`DFS z>Dxx+P8kM=3l8UrEDeiPS<8_6|8_>Aiil?80I;axW6_e-wB$m=z229At}n{;LiBQ&NWbjz?w!1Ky^*2(s>PUPDzVM(!9c;|4)KMM@#Kf6f6gkmf-pLF2`KcN ze<=u@n>{ACWZ%(B+tiY16X*7dz-jt685~?bhL53MTHbO(c%#a07)=h6Acl*?pG5y} ztF04m1Da1za7I5NW;PL1ld1Q69klqIm?%Y(0%NyXL&=I z^fkxOmk&fy!)l02tO@xKv=W@5nbTy9O${TmKi0}REHH*I2aQ>!?MF6d^NrzkS8 zD$}_-YSJlJB&%98%=Vs(=XxV61^9581{}k={kxYPh>@$(!OLEzOs6wrdxAwrxi_ zHtJ8?XCsT9lbQ%dfCwf?&WCFW1qhyEI06az8i=cbD1-47vrFo>_mTAlEI!+S8>dOo zmW$SUWBrMhc2x5K?~NOjv)ZwqEnMny5x|cg13bG`{x!|!~`1g Y6#1p%+z|YWUTy3}PD!|2wvTw^=GhY#tpET3 literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif b/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif new file mode 100644 index 0000000000000000000000000000000000000000..2add2712b591247a99c3b49312f2d66938d7e403 GIT binary patch literal 86983 zcma&MbBu05)AoChZQHhO+qSjGwrBR(p4nsDwryK`Z2RozeV=^!&L1Z^-Ko@XUA3x{ zu9b8u=_Msa4S)my07w7;5C{P1A9?&Up#O`3|1rovZR4MT{8v{T1OUMQ%m2wi0s;lV z{PVE?9?<@)|0f6izx z05Gc$0F3zp0R7njKu0G4(D-lrRc`=5F(we;4+qe{O8sa4?;sWYfBXN+{~xYTid5)7 zAx0zB|MCCf|6L0L008}8{#UC1(SSkg!_of}hpZ2W0H6cF|9vVTKr9IW_CMakAM}4b z6^Vv~3Lz&eAp@bBsvM!0y`32$3$wh>|EfL!%4UWyfM(zeU`LC1fSy@vh$q{Xfs_h& z!;Q96?Rw$+7y^bnUxxZZkFVfYRv)d^`)&42EesB^#O5Cq#6kmU1uh5JIP~)}t-xcY z?DF+SP;BubDh7y(y^lX`9=VgxOtW=~0Zl1#8#6gHicS72rw1Gu4u;&hsL7d*&Yel( zjJ+-9vSxw;ox{5lr;Jx6&mF%S@xgC|Rkq$9yWKf3g1n*=iKn~~pEr~+fz;Ed?d7H1IGtgbj%w1XSd9QYi!=QC*Ow@cu48h&r-n8^;z325{8 zEYV+sM?nmEg_ZE||2+VwN0{xjYsH>-6I;~MC=OmT6&%4QA#rX{RqIdA%f(1@>{VMM}OHh60SM-uut*3^4C==4!82vSqiV|6`7KwXZFjN z8fiR6!RZm&M-J7Q>INP*TzHJW#r0=GehKO=CyJhwfnWiKPQ6y!k*ar@-R~&_rh#Qv zE9(sv8SAKk94C^jretTg5UC^10PeEa<>_ysUBYMOnq1_ymHSk>>k5(kPpID%wk?D$ zSAx3n&$=@}4Xz^u*87 z)Qkb2@yDP3`YOy9R@nH@3dK3Jkx!Jnhlec!4CuwzFOB@4OD=o_u(BDA5_kqCi8a7j zhrYyu^l_2x?u+})&RfjE-M&Rx=;-fLr;i!hcDS3iBU;nd0v>sx`^6z3{G@&UySWZC z_8s=30w-K{jZ9_%7>T;yF;K6_;f&BSFc1nCHU zRcNRhM>1)U*$zpq*qW>E%!vARy=v)Q&(9c?l0g~|#*h!-e6RzGevWFi{3yF)zkyiG z_+_CRd+gmSWy6*5YmC&+?<_BbamAZOAB@COBeV_yUzZh0$JlRaC~@IDF!7Y!1(?BU z5va$wt=27ecUwB_8m_|Emep8-f{0ilQVoz!PLCJ3in4A<%$S4_AYIjkW z0?6_;xmV}Br}h`o>SRyoaYZ5CS~X@>sbnL*qSL(OqP#)_Ak6(bfuqpA&2rI(7A2S2 zYfyKB{LIVSR{x$WW&UW&H!%i&(t!ryi$4o*Lh?PR{geO#Usd-cD9TuaOv+7qI$5n} z@us%r`Frd>mhj^}xJm79xi&BsXz-TT?s|?e2|hV=R;f$d_;gN920UUCAkmqCSuFVK zi~`(y%0h$iafKeu#IKuBH43zFIarbLF(dYX*}c|qW$wn8E8uCbnO{AZYn064)R1zV zMJ}n*FRXN%s&e<2xS$p*intsXodr(=pq5Jb-L%r5OVFES5;g6M?YMZZqmUTFy(sQm z26@vu`yQR4YFCQrNh9(ML|2hmH!61~c;FZQqB|bbE zgtuPF9MKbb?e+AaYjnx_uVq=8WH1aLSiqg~tXbYORygq$A1VAnihlLX83zigB;R!| zn&uF|-<}ybIoaUnlr1*EdD{-Yj3~>c<#2Ws@|W|t(KP-G&P1f~_YD$i?OYEd71jIz zTTh4toSWa+R5Tc5<1r72h<(uyNIy}Cb#Fn+4^v9UpL{P#=zvxb0NZSA!)q5&_cvFg zVXQZ_1=)8Iwbqs5Zc7FxHC=S@*ZNcz3B-1tGzQS(g4pX~5B1huP#uO}xDfE~jucG- zQ_{eAuubMxN-{>WLUr&;+R3I1dT(Y}3rT3wbGjpr3Zz-3QmO*$sneSxnU9&up_=SZ zqLRf|DM@LJ^+0-4R{RING_x2z!OksQe9bg%R0|kilUF~>s&=U?AARCLpu@ZwQh`d$ z3W`-&h|0f|Kk0&{{(78&cVr=Ba;-kk^1q;7{7#lRPj@1rYO1k&8U%3)SO0>Iigczx z>!tgPF9}gU>w~6X0nT(#=MUlj0*A3^)MzioElurBQ`jQiWbh!}@=22hi7Wf?f}Jnj z;#|rJaEWAK255(F{Y>@`3YUOxO}}%Uk0UW;=kV^Xgsa40TcfZy}6yA=QEGz8uvW)8?iklBcrN)G$QmT@KDS$Jp3&4*L5)TQY&QlV!Vmp#O;)?56ah%WqYM`uOS{DOpa2;jw z=_qL#pG))imRLAI^%nyVH z@lDvQ#UGf&yjecRtu+1(@0JG@?AZ91G)?1fPa1b%psP{^uOpyHFD>ttw%NWq#QO|+ z*a%4=fzghcfSUWYb8l&+D0rU!fYgw-HQqU;(v`wwv*O~&QG7so{VEB3&t-`crm|Gl zdy)mRF9+ile)lI`LWgb3B!SK7?)RyGRq zz;eFf7L#O3Tg&^~DrdE`zLnF4Qqh1&?H*ojog}5m_;l*AI_Cxy0dPHA#UFQDp~}TL ztB+4DLTbhZ7x3$Bo^>L>rvRG-!PN9{Z4Lul{ZDS&*~Zgv8Y_*WqF8FxY;$>BLgJ!; z*5>LW!!YePVeKSgPQGtbN=QUZv@p3QK6PJq?B}4CY9{?_J^_D(fyoPmwRZ(J%Q4b0 zF#`4nkS>0(0RCS}-j<{3@A8Y|kka~8s@*Ac5x~}m$8`Hi3I&|NW}&`>olJ#GS`}bc z(Z#bqUiBTLn=N!)H3a@ArwqpllZ-9b#)G#jCP-CbyE5ggXp^zNyDvE?OhiwUb|&O( z(&#UMcoHj_Fx%UQf`^2yZ;iJm*!5*t1}^;=zpWhxY!Upc%Z6|R*lY0PbnS@0%I4`wzY^0CP06qwRge$WcEgH(lGJ@?!>`)_JeD9BJX=W3sK`d zf9wiw-~kNNPZ9m97Y`s(>WmtO@LNd_wn%7n6WwW3qZ5*U&1gfNAj)WcTR)o`A1f2P z!Rg6OGZke}5cYQ|iI&RsS3prMF}hZx1HliejElAV)Dpk$odt0QTuj-Y|^`QO!qv zFmI<=_BzhIu4(tY#}GrCulbn^BrG?v4-RTH_xumGo0mP5^``Q#n23^%*V0efLL*Py z{mkrVo;Z@!fw4uRh)GBLZIbLKt^o|A2D#)n#}*MLBdvm9a<;LDfuYtapF;Q{qirDG zV^`R?nOn*7H9;0dag0igMa~+0S&aK})91v%bn5MZGmP4$FnF1_nst=YgoPjl0Nai9 z9i0=MxVz)6%w)Umec!{(I#oG|fbzNDmj54E8qn=pt;x?C$zPjifB1kSJ+QTH3SiB) zz&!?>FD5}-812B4oft=M$ANJ)%_nJVlsFM)pycP$LV+sd;cmQj-N`UqVkx#Gr-sH} zQJ2;4WK z#Dch~7alMllK1<>Ae;e_Wegckvt@v>g`Pn2SjKBYka?dpilgmHTbLJ}hDTKMHi(h} zm4vK|QCs)+2Gl2dcx830%;`z!pzypf@>A!h_tXSCXX`utSGM>b3*R z4ut9?*q~-ku!1%HIBo;l>%2pen{c$$X()fR>d#79N<_cfxIR_t7OT(I)p#%OHPN%V z!fzykzgerLd<-$$Yx@H>?u{{lfg#Q#X{+pji(v{8)aRp5A(i#8h9gtb+A9|zsR|>L zkQdjwWRr1IJcR6tWMqEb&3qp)aCfNyfpxUp1mqo~_1lBrjYBSzXi@^`!;4pV<;l)t z|1nIOkBz0jskqJssASize}k`PqE+g6gn9+?#>n6v8bTe-5%Il9G{9=y?#*n4XLk>( zP=eP+c|<~FG^Bqy4{D}YfFGD|7&P7}n}4cpi~kD4^sgummsF}{xr^;~#eJo>J56U{ z6#uEyP0_4ly^`-;Y8g=wJ`hhT=Ea@m&{NZeR^>ngH%)T`yZ9ztv-QRPp^{7rbpygV z4`VB2ml6U+z?_h&!q$bCsefR@57int_xOO-;qu#@mxsK|c~fU5c3dTD=8KNUWYJl9KW1Qs2(1|>T#;SH z_`KQ&8+~9)nuc>PaZi|pMhrrri1%r@ey^Y%PQISwrelp|+@FMc4?R`kCny|#J1~FD zT^HL?u#^AR?g(DC6uxG?l?JMu;t@`EmYAGnR#oa)Wg=&6M*xFmh@y7mb{u>~CYDsx zUIUOdg~KDR zp`jDY5cLIZvnX{t(HSR~i8%+t?liqOqt%!@A-!##1kdq(8T3%kofyh#<0aC0m9@6h z%F;(4^ImPcukyyUMYuHcpi!S1$755qceB`fFS){V&-3(kSv+XcmdSF3F@P6Px(9~? zxm{CV0G`Ls#56MtKIT7MeGBK)_Xa-fQRhQ^>M%;yiGLdwRBxrK^rtPRV@6}=ul61m z-co_d^q-FcvXcB=JE;z0B(Nzx_{Xz0&(b_wf-9gm|0bX1?DVtI?P?q$+pG@BZtb^tYI(aqJa$}8KkCZsjLXl>wQ;@~1~s~^Vc>@9 zbg1D)AmGTvct`sIsGh&c!K-g1C^mt zl<_u`jDCsgUCT43D`+^DSq&xYe2uSxW#xMF-<+ym{u4z9Atf60t?`VvxQDREbB4w) z@53P9-*tZ%#~5bG?EaZk>sBubwJn~ybC;(SYZ4%cx#-J5tQRXk0gs?u+B5x-g=Y|M zs4a1eRZP`&7-tPQKD<7IJ0Q=If#L zhH9V30wOE6A!ciF(q$wjxB&@3S~f~khM3SD$G5Jz|8Bo>>QVGbGWz$^fY-!B z>2Q64rpqR5wE>r?kCCd^PR88uYnI~h@@k`m%)UdXTwD`PAa9)byk#U8oE-1+uhXFA zPv3-N7WnP@Fbexka_CBDnCKi?(E6{Hd6O1BU)`lAVBpH@1lx$UP{Zm0o$iJte}NkV zBr)_nW6sOXAwxa^J?gwy{rNo88Yk#uI<$m80&=P4QY*p^SBZkCDNJxm z63qU0{;5Hme3ViKjI2HnF%8G4JT@+)H)qlnV@Y7cN6rV09aD*5)4GSjr6?zpiHYV*ZaSI3s`S~2?L z&}1tTNR|W}G6u;p+90cPE|n=HjgvxdM9aHRW~zKoJ@>wdMS1FRaylK9b5sB|&4%|s z=PmXS+cVI?x*qn>N}EV~6Bp#nBvOyRXuI+n5ES1wJk%K}M9&Fy``! z!&;-(&Em&ZMJ)YxwNYtj88m=r+UhxI5on`HH?q`G^bdc?Qt7!J(qhoUD}d#0o3U>_ z^pY0Q#{p%zax(ghQitg@sUF+I(+#%lZX$T$GRc&dURD=sYqbkXm6S$3ABN5wO=@r) z7I62=Nb<_w-R8~-WPga|?tI96E}wAlhKF#AFgeEZWZQOt?&jy7kez1mni*<7;#p)( zfLLuqPOyIqjJuG6BTKGx09z+m>S%~gIyWd`W&%X z$TN8btIFEU0r`_y6bC-X6gZ{FBQ#Ir9w+qcGQt_P!v!7x?7ux!#qC=ZhXsL~jXi(Ak~# z@T}M5^=4B7G46(2+P<7KG5pQhhf2Z$z;l%VkU>y}TY%(WFj8%}%bLhe00A56+~7jV zoICiM(iBo>@)i}v9bcPb?S2F;DWIAj%PA;WjTu02lysji*h>VbyPc+O{w}P{{^&DTcm~@(wB4 zG`(Mo@W?ooO)fRCvqk+WK4>CzPEwxpe)_7%Jas_+&OK?Mf-5t#{aAEDWHo~P5j;qv zF5d98IG#o~s14uqw5kl&_-nwrR3JEdZ*?%>uKqgcU?>LuVQ9)#JLnJ44zl)^_ zfFyAS=$(JONBvdr%>H8hGW*epNmprF6MW_;23T)fw*lqh29%4LX|Of)`i8&rIUO-A zpu#bka4quJC?a}Wcegkem|${(!nv=X^j+!oH9mX_D2KXEuzu(_( z!T{e76PFqQl;#wj>kPgm7f%C1;xUNF?K{7(&|G)!s;09-^akqZl2Ow(BSmCUk9*c0 z|FFGsOZAMk-<|!ax0ZL5cnmbSBsDchKKj#G-YTeke|@RCMhkWK;P9V#EqhS=q+=MD z>6IC2fHUa$JWEOzW0kYWm6iA9N;i914QX>30^RBcDozSMG!9L+u2L0be_e1l@*%So zzt;BW2@A9$QjI7muL_=xc-&fg$?~M!j+iE0l;-EEQ&r;_OF9^GzrqyMB&npwVb*4a zYhNk1wJj{p=)Hx&zKZU4@Sn3W-Sia=9Sr}U;AP?^_yLF%88di+5K ztaycJO8m4)&Bi5n%BQEs1}W!CF%;zvEGB8TYu4S2EXL>@8polW)`~q$fl5nIXfZuP zdQ{kfHrT$@O20tGpz_fAr6 zeheWdwpWJq-+|lEG2_Sgxotp9WgUZ{&w-*NN#jD z6j-=wK9#AExto?>e)EgTjwmM&!#?#l4g_=Amp@FU=uY?%d0eNKztwJ`vV+44=ol+N zocY;ayGe6-5{(#c{~)s=h&ypAf4mhD*8pNT~9AwMP>-@EPC2V!CU z8eQ%m*Pn5GPUDv@zwCPY3-6p1hieOy5>B)E9z5o!(BdJpC0lVXBeAvGQoQ3?xlX{k z@c^XyB;NxV<=ce%#4TH}mQQwg?((o;zR@Foqun!p({UpV7Kohu?D?8GitiY_7k_#- z@#~PjN%iydd)$A>k;}kU`~p$wJ)0qfP23I~Z43R&4$Fm5-L5y2YUT%os*h!tHP{MK zOS^+h_I8MI^({r4j`>3ZjGR0GIeA4|)Wewc{a0^uWA~3eIIRy+xJ(zN10Jt@XP4H- z(Zfz+@fc6l_TwmK^9v-Cky-d<%=Gz#IsmkG8O^?0g0JZ5RK-f8vaydbOH#}B(`)+V z&{l;RV!sbO4s$4uYPD7t9>2+fd8$H$Q_a+Fhd?gHjcbuuir6t`gHYCSc8>-)-07!O zzPO@}P)1Uf1*i;v+M0;}2CBVILIh4D3 zK;AkUcizONtyqg=7(fzRh^)#4x^&I}NnzLcMn=V>MEXvq0>j+QFQRe4 zz%@wpA8GXv+RigVTV7GlKdyN9%v<2L>zgoCr)Fkcax1ch}d!z zX7bkcI6LW6J|LLzxUgi^u%1&qtsd(t{af0s%YGP}@{Ga)!?kq5x}mAJn8gT^hyweY z@I+24XQMgU`&9;|yey{Eg?tl~nu@vJz*UD{ylpFd(Bt#TRTg-vZ)CQtp(o%cQv?X+ z3o>{*f@|CX#H&AwjVK*>aja=Q)=a^?RUtlV2EC_9M0X+26;6R*+29WxaW1ADju4R%pKnA&#d88s>f}FV{fK^7d3j1 zIUj^viiUcwCE;ZsClx6?k11RH@5-!Hxf_$wKaQY7fSJM~&c4Oxr+8H{rTU5SsPe>= zD~wn2=+!VRR`j^K3g0>mXsHlbzqm}UYpgyvRZ5hoR=|sKiq6&xATN&JNysTgB&-*s z#kaq}F6`5=kh-c=MK1Tc#C5mLU@N#=vwAzqO6KpakrWk3mX{N3P!|U%4B~9F`4E;^ zP~?|=p9ig-B+xO}$)fU|wEO5w-4^{^q{q!ux!imto00k|O9A@a^g@Qlp2jJ=_`HQ> zK^22XS%R{s9^;D+4o+Yq`iIm3wAuh>;yL$t$?6_^$u-^5db+K%Q6T`tt-11U8++lm z4h|7i_U9GMw0_p_x#A6-)ZW{PAf+=UcJ>A-6?T%KH1wB3S8W6R3g>NXL`p>buQPf) zn^%++x2lw8`bWl_Ch*ZF z(k-CBPM4tk*Ok@CU!6CX8=Lf#!gxQcf$l!##*3}KES-QK)G7v`=@DT1dR>@tw?|4U za>1D+{0CgJvz0rsPI)KD?SoXr z^V6DMppad~mVd^rJJH;?(7g0k>zE6}uyuYTq(PsJcf)$1RPjWqW_#GyduM}%PjXa@ zS5rKr4V+S$J!YcDx#l9|llCU39~jP0#N)R*C!qA9T*y@@(2gx4s0;aUR7xZ|Kj2vj zef0;b|4=0AI!o#)-cHtk=m_+j%`OaB4IE`Wu=WGfL!`D9psAIg7qD6|nidH(c7;xy zmf#ma0!$&a^E0^Lh|<1uI{z{L@>=DoyXi8CqVl4fC{UVeb`5MS7`%m~Ule)f`PwZk zy(B#O>+e;|(ku|AnBxa4>;dGlQ>C~(K$^+`Zj#dZnhc(eG^5bw!`)CK+I;GG9!1P8 zGPqHU{EMLgX`2qE z*5Xm9cvHH{7Q}wn`OOBU8qdL~(QtWq!Ns>0oVz9ozUn?5wd_&3U{KJizTOgH$y!Z7 zWAwXBY|?Gis^VS~f>xng-I-8dy*?na)?{nVD$7T_F6CsA#}c6q#M*QE0xDy(Fu{}!{3wp&vAd88ux2gOT8$;5}oN2*MY&7Mf{co*8eg3A= ze&#b2>V8Fo26-5DeF}e*;!O2vY`ZxX{CP3d=1IaM>mDz2 zQGU0j7sUNgN*s806>0N2NCG|GfjH|ybXwo(Y&(Ly5zqsAw)J~pYffk&Och`P_?D9) z__59ooZ-nrq3r_|;gGNh0$6-ueySCY+%&_=k$(ig=>|9V%MR{FB;RazJSWtk>b9L|o!^7>9Ak3GIBl&r z@3+z)YW~_wp58*NP`wOlc1WGYvjV8xl8X9xg=aK@M8SS7y4Wtnlvy*AW)Dk@v(Of| z9tyX;Nf+H>gNK*}piy9aQHy;KM=SK|xz2%(UI;f0<4Y#k0_uN`Z1p4&my<)UlT{-o zOfEt%4@3EAKzeqkqP;1`TZU4n^_D{KadM)hVM&SnhdRDjsP`qXcdyAj3q_-A#j

o9hv?~N`3w+`=D?}~63f0?Q zY?L_j3JXemb3v%IqH@&>%pY>blN6*8%Oi8wTmcT;+k|w!cYLU5HBSm6RBo-&y}1sD z*|y0f#rq;S)oa6}JZ^E?SP;ounlX8CX)^|yJ6^8Jh_2Ecm zwB3B#^TdWEWny6SK8H)eQH|o#5C|(iHhmCoV7*3v95&7O_}(P>f?VPT*E}_@ij0I{ z3&lqouL&K2B%zAqP)UYNQyz9QEl4FTc)U0K#wi0k4_%gdQwOQ=j`|Q|#IqJ1fb-YNbeT-bl}J z2nV_S;a(V|JN2U~v*rv;+4cP>^Qj0b<#dTlfw1|d48f*pPa%hu<)kP~6?{J}8fpz% zqP=arPV-kmxxj&_yvBm)XZv|7%9pU^5rwyU9<>6?Z_5hKFus8P&i~ApJ~!Pp1DXY% zPZV&{-5AFe#VOeg!_s5X-+PoYdYMy6F&1=hhsapTbD60W7CzS(@4HIFdPcrVJOq)b zc?=}J_js|Zix^r>e_>`WY7>Zgd=Tqc33t~wDt_9m{g%?2Ch+E*caBnCI)2kt^sRPK z(9>QAWVbQXb#~}`c^J#oapOB=JKLgyGJPKflcS(@k#Lj3p(r}JGP0BYD(t}kf$K@xvmX!^U4fbr{6GD$q zrP0BiS?(?i5k{tMKuv=i6H}xK@HKs(rQDNc(VI23oWmv}2USN8XkxpZ4)U5hv4+4K zk?lSv!4JI7tkk>n2)~fH1$ilvspyQ@b=~Baa;K;dS>_Fety(-MGI4Q40DDZlD~Uu1 z__uT_G^u$LYOB#TZhY>ut~fDEwGT0DbXhP@#bo(DTH02#Cp9HpB3afAQjHP@?R7%8 z3)TYT7uRayM}Antw^ z^+JYvCLNdXfu_&+2&e!~KHyfKfqXVt@pA1IV`76tbjlLKwUgFbAz2C!ADOLqBRL@v zEE;Y~+MlM><5-^eDgjx{%_gOd6W^MUTUB3VVBh5|t^m)>92ONHpZm@@((TZ#>hIRR zKKu9fy*?1yy!OGq;zG%qC}4qn(=gTDC3gDaT>ol)66CNP9{2}*pqIt#(}uHMN9(i& zop{joL9TJGll@^Jk3K9K_T851rfwE7nROc?9EQLINB2ZU#dT?cKxAMCtrD9~FE#fh z3$BvuYI%aesBVMqIt@Q5T=vm*1RLf%=nul=_a#m}s+WY#h`k(~r`SheMGBafvEHK! zFqLB@a}*6w|5t`CCkNw8Cg|Ijr=%%UtEu}fkWY2ay06S6t7tNHU<%GGb6W-$sNa; zX7~l_43>9Ki7!ItFQ5CaLQZ&1o=b*=vnlsVV2af%;czw?d{dV%q6q55iU~tv$??!K z;BPcklAe7&0@U110_0Hfx<0*WD-}A9;}G`NmT}w}y;Kb>H{C%1Uq~dOel3OfB|a_j z+RtocT*!B9E9Mk904Pmr44-w9PG#ObNE&Q7%wf4u-U#iQ!Pen(^dxA^$NfL9<$?*EfpxL^aMS%{K=i*V%29|4mK)0f zLSh%|XLxE(DSm#C!$oNhJmxZHkmQL@NEJ*9wMRhX`?`Jeg1g|ML>{9!zKj%zTnvFu z^d~l25#tgY%zHs->3)7Jo^!5^q?rq0VGNmEDcVljgmU~?1hwN(IcO!?5rV`c5VAm) zx5N}7LfNz`OGMVjrJ$FG$H)okM7Po109^^a>+q630lB-x{iA4EhNU~vg1VwDle|R5 z_&i0v1*YUjrL1Jn! z#021gaQ*@2&#f3(Be8BeC&L5F@>e+n$XfDzvr4p;uun}#_R(*kXN%A})0`_gy}&`R zS@lhcJ5iF`tXeLWBz>H)=$t1WkOJ%e0SP0?CQ3c}cLW>iZ8&KOBV_B7wya+r%os7L z2;cC;ZuFEsbSjf@1vK=LN3}M8l^puQ3HugM#PZ|zg;&mIzsSc#d!{;@E4M`d7EQQJ z5zTw*H@0o@Cct`k4R=IRcbG{$yZIcl1RSy-oh(*DZwjVL-)x(CZ^+=1lOn?<-^jKU zYEN7+UOT45oLh*@+|$e&16gz`4F4ceZZN~upP2*$_T(60RRH}XpOYQmY9md zuz73P;b~OyAe<$*{druRM&6}i)zN>|+=-zGF!Js@Z@L1S#E=DPgnXA_Y1U763HRX6 zR07v|O)aLqCLphcb_fe4s^+I1Owl^eWTP)75DrF1ppkCQLos1P+80%>?{SlXNwGx4 zhTT=6iazo9Jq|;ja!)#0yZA#tuQGv|uGQBuV{;^?u7w)`OsJkJ&CsFDX__cb@#GUk zEUc0{o%cJqYnyx2w>5T9(HMSKDyboNX#j?Ia*+JpZQ!hGWXAgkNz-cJs_~;2FFqL; zFhSD=cB*B|vitVs^zch#PTg1biUvUIsK=Ef;nx_@$)Z+RK0*7G=|S#vm;UfCCJ{L& znh(*axbpo{fGb6H9Cc+C;m~!k5Q;ypX$7$~d!u&JdDfC;;UV+=Tzd^^`Go&l*!ND& zY5Zub>v|UDF{U&;{bj`@rhxl4yL?I(5D4hQwO`eeBcY&7OGBt}pg`4<@;y_4fHWV;JDD6IJspL~c3k6AJwM*R{IAG+yuoCl8aU2lj>*>@AT zf2)udf0OzOgp}?blcCMv4gZ%hYc`JC5nG{@cgpiuq3zg4N5WLU)t!J&WM=n8zB`7DCeCVfc~{4{cjPim==xlYtmu+0ixQ zzcFa^UjScNj4_6%hf}0ee&G(BiZoil*if~uig3?d=G{I4!GRls%liR9$_e@t6l`wvw=HC1vxQi!6I#)fVEiRLCgu9GqzaN>>&nC(3>b4jHZQ$P96P)7*{$eIp9LVt!f1m{@!AcMxRiW~*x z7XlL$Z~=mETrgnD7A|E-@3#aIJfXPDdq(bs%{cB>1oFwt4^N~Z=oGjB%eyb@)9vxG z>ZH@gR>&Vcq{)>>-G_N*Qym4u-6iU<71st`2Qa#}Z{qEe10>Z1jN2~VCgkj=kn*q| z#4~4Ig%s?Cyiksg(_`6wfy5Yp40}F=(xP|X;)ZPV1Tt!Opqmnb770ErzVNCc8$!}t zMPR*>(Y*KgRuR*@!ULcDWXS5OV&fS}n3a#UKsbRHe=q5zS-qw)YCx~kwB-Sxf&*cZ zV=OPrm-};N(par{;!h&E%Z=C_Jq_+7j>cJ!Y!C9R$;V{uzBg6&r{Xks7Ya~kzF=!6 zCmf6`zg`%fUar8>gk_ILAa@KEF3(@P&obc7D_$)cNd=g>*`lmgvSwt|4K|@Wq9&it zi27H47tJXfcp7m6<+GMk@d5)ghzxr`bW_EK3*!`ENjz4s^P_RF@r$C7EI_3yqm=0C z3aS%~wM7lTi9g4`rZwv4oi2W8TsYRyW>e*l)pAQ>kU6E|xnYm8sy&?~7o`ioU6*CX z;>G=1;QaM-wo#qEF5UG|FRBnAyfD|(4@{SDxxLQ4j>hWH$BL5FAiF>@`Q5TgvnMk zm;pgp+N$t_A~GDeY+g@`V+68Q*(t3y>Y|ZxCqsoFGp@So=#nR}PckH~p>>I`K~UiL zytd_g+B!-&!soeMq5Uk=$y+}pt+cBI&)fELXar{{*U7iqc*ALmxiHY-8v>aOL-c8} z6w>^^S^`hY(fYN)>`*&c1izh#W{TQbBIQSQ8BJ0e^mpQaIvFU@gS14a=HklBg@+lP zW75sFScQayBz|8o>@~Z3_B|vfuP-RHqm$vFyNS?i0`lG*vieON9Cu;C4Hv1PI@2%1 z>>uzmX-CtD_-c<5+`mit1ZGhX_=9XU3s;4U{3Q6-Rjzu`_Qy5`ap>Wb-^wuz#wuV! zEkT1}|9#*65ytEGViWIjuQas3&$@Zig(kBN$_`51(NWc~f+oT=f-LhZ(MRXOqEtV{R2Vfo7z68X6sSbf(YS$RT#MA)3aslcknOUDlM@Sl4 z)}psUtrS?K#Ap?&MhDiDESQ|a-RV;imk1oW+PK?8ECVJ8-Dcn}jhgtxf<3nAT8(_n z+Ezy~Tt|}ugNoZG1bDAle}ZZue8nI(&+YWwG6Rw$XRCL=btythX-VK3Drm~f1ryf1 zDfIc3p`MfHpY5@@K_aal1Q26R0e8wj(A{4nlM-TQ^Fr?Zj_R=}&g+8W6<_VcrTTR- z#pl5asxB6c-l81Xz42s?oq1(R3s!Q6?$_Zy?=Lt&)XRVL`DtJIVsyj2Kge$KoR)Qko-G zlj_TXt!6Xn{pBFc&MlXL>0(+5XEq(Mrkc=e6;8S4u3V?l<@-2Fv(jO~=9$3q0Yrn$ z|FsH=P=$*K7o3T`9GPNXQSkfX>Ed0P2aCFN>czT88Wegj@-dW>Q}9hK#li(V|IBv7 zRW*iyF&7UDKflEV@#4wm#hh}!&%-CGgAdd;J|k+cRIO*?j2+kRrJxg_nxwG%)n>x6;Nze zU812}eh@qrUl?D;1Di;CRf#R2YH_1!bNFE`U9|>e&drjcbiGAH`uQa6&9&bCL7*Mjl3_= z!5a3#;}uF_$*Dn3UG?22Bba)ez_%gG+Xzp~Q@jW{O(E9MB#r8jfdn~^S*a7&`$@Td zYum#M6)IN#sO{rs3787G^toYYmb8(?MGb_-k`@Bc&yUlUY*P7*yi2Icxr=?DMB+V! z{8ahO+^POfu9xVg7KioAX)V{!ELW$I^K2Acc28Z9oR`AJ-pY*3h!KL(Ih2TI$3b+! zH7&O9s@2-9K;jX|*vC=^U0`eQhzc47+NxI&yTN*F;W@iKbLA~SsFj%VH6YHt@LhiT+x*Kb!en>TCYEl(Ad##p_i4Jz^(U{6P!G0uz_QD9j2@G1 zALqjR-MU2Y~Y>ntOKDJ)5 zXpSs%w_2|bpMZ70&7!a3VVGoM(?HdcqO(;n%-SDw$YCOCh{`t)byEWS0?4q18NT!A zF<2=k3aJAxj6N`%cw2WGc}`lqN`>@Kel63gJc(iL3?1S}T&Id1bHiK#CX;hyTaosvu^sT2*XIY)k?L8r&>2vtfGgFeX>9jf-0&-?JbK2Y{pP z&LEHVmOnVgtmk=nXELV?5xSwBCu_6^m zdh_$a%(%q9Gce)t)h!FkYOf0wy$Hsar}~0 zBXG`CFtglRWiFq6M}u$Mk$-!lH|Ri%V>-}W{t;*J6CZ;5qs<0%eEEqH3&?^3+%U7Z zhG3t%GA}9j^xzJ+FAH`-3E1~FgsCf6x2R5F$m06eiIA*!WE?{gT8g2tZ=z>` zY(Zt*#Jl1UFmY_R1|&UFR%SJ^%6Y^k_vOnw+SMjzpo#u8VY4`P1)nY9D0i3oim zvbux^wyx-TI{4?O=U2=F&;OPe`#{$!sSb|uIF(fGRZE}=0e9$~Y4$CjK>yFd_t5NF zGh89SjzCkVU%)Yce%a6KO|1G;;u<*%o1EF!u5>-J^ z_NWS^2#vB1_bp&$x%_m~7Ci*Z!CEBK%hwGM(U9K53$Nfqf+I&DS>*KI6=4d-3f z?48KIFXVo#P&Do?7sRD7gAwhwpRZSk+IHwPHhbllm z4)MfVow^{8svUH3ZN4l*y;F->dI>K=IKy4^ssl@D+r?zC5mse`&qj}7n;U4p6So4q zY+L@xxsXA0cu5zJc}_=xReN{ET-O~%sUEjGAeoIjmg@yNeB55vm&l(vzq z5aI^MF*u1ze+gVRccoW#ekdSVV&nWpI^95zP-l&~AJ$!+ z;e2*m9#(Odz$1RlGuU-S@c~L{=LKPt0YPyzAxb+#JrV*n{Uh}(1X;2YdRU%OXf%N3>q@g%QrnXA{b z_8Xne3KPv`e_$=8Fr`-qM*L+r4-OC1m$y#AaKO;ozf-8I?{CZxf0&M?dyjrZ3A`>u zw5hb0M&B9fYI0)l{5&UTaf!MrbJngC-3_iRS>T!fuu=aAwP4$0)%liWULOx5mO-Un z70IWdv2B;rLc!}R@o1N}YY#d>;eJ?~L)#4u&%>*cs@DPB|=DL&yrd zm(@=Yc34k<8Zs6VzKXJ6uoH(DAGQJE8`$|_Y-e**wZDzY>pr69UBuw3%EVn{WIDA}ee?xr2r;x$!hJg}4jXZu_0mRPtO4e;KMd6I z->H1`p^^&(j!HTxB$EY`%zOht-&K_9D6TwZu#{rXTuMTwj|2uhoHzCD3wzW`A}O&J z{LSZs#&`sGZiwBh7zC`Ohso1+{47d^xH7ZeU8w5>;Z$ ztL|W_*G96WqNr~MydsmeEMTtZ_9&+Tb$REDo;OypMR&*N89WTPkkJFuy?8Y~X{ACzZF1~~irh#&a||vB&a1=#Vi4Fzfgc>0 zI>oPt)Z5;1rawGXt3a%i@tDBqH_;IyPJKy9)y#NwudsQI$WY|^;O;Doqcj>CQP=en zp>RhoqR$;npA@CfCPJ)q#UsOP>YF`@p2LE4{?RhH@ikf7UERIN&W(<@VHJPKv3KkU z2x^_@hWjlktz17#+CW}d zH<>nV*YMb7_&_Ao*_=y+%Bg2L(zZBkW`a5T=siNPNn($N(P9YUjEu&X(3)=Ms#p|P zg966H8&pE>*gm~Mqg#YHIrfSxwUEK=IJfU$jMMZBodSV#hH{^C2AtC45yD6YfUROra&}CsGT_6raA1R>Q z1gv;Sj_gY{cY*wDqlIM!8))oJQCR1AByS34XfA(Er(Lb*0E6oCl6tsl9qxsTguj@9 zG1+)epiT(u_zSW1k!CJ18;gcjd5InNU^IP{oV$e&qZUy}DtvFI5Lr)728-{0@tIGw zHJr?*2gK@|7QXl_4M{2Q5w>N`O_tciLu0@@nk!QUg(vS$L^G?QzVg(Vb8BLJTiGpr zy~XR8Ef_+ zTI9n)#@VQFnC4rpWDEP0i^p7B$npTWFAq6|B`xIla+yc_Q2S|$e%feEV&g}QO@;T_ z<>LbQy_(7n((YI0_SnW~t1Mxd3W})Dde9poWLqiqx(OyS{oBK+1MZAqZWJRiEA-r5NqkLrF0bAY^%M^6$YsJbi|rNub)}B``OYAV3kwCrSch=a zrMFuU&F??Et&pU$1dA+#Z^PL#y@!x?!D$V&Ws#5QQ8-ykAO(i3nLaVQxpz_8_gQmZ zljXkLLhUTk0i+O_ieUFC4I?KBf$R^B_?>mEXfO+2PK3>uYI3D{5I{>V%&9uIUSU#& z@xF5LI?8#+vN-x2YA#zirePD+-oOvMrE}2t|En*vix;Liyg$hPCN8wuA5ef=K%f*+ zdAyw&E1&iLx6;vs@{nH7CHDxl;@X3tr$&3V`tE*oc_R@?Ob)2HLvF4+W~LteY_!F4 z+t4N!qXe7XMvGO>kYXjxZDBKLg;V1jbEj(6CXJVygJQTt0Y-%YT}3Wkem;O9Gokxh zjwjx9pz{r7N6QAlD&;;=b1`UES!(mw_qt~6mo5tBNyPOXw)CEFQodLURT6Z4C(Xk? zo?3Wu&N9gpwozVjBcXTd{kOTZ6lRww!-a|K@F6+^#qM7PP4)#xx>J|7Wrf^?RRMxg zX`fAT-09jyG#0hDP0U}IU2HZFHV;mG^TPVZj-s!%YdSHX{UsrIi4B4xTKx{C=8cuRqwOBh&=*W|5lI?Tmjc9aMH27ys3cZ*)ij^<67B zT%J^f7WcUz)xV8rK?%75_ija5d?ku3SxcDH zm?%xU3C$5fh_ES^<+Qe<2>%Kw$N+zS9Ka6Jf=kky9}eKHLov4;tvkZD)g6ql_(my* zFW1)&Q2%kh%kp>*NjIJ1y?BH~PogbwVwFoh1x& zE=xK`p40?|<$(fpE5;O*wz%FbPY1f$f=N4LOU8T%@W!`QGi_AWs+U-5NzRQl# zD}>1p6Xf#rzV^2bNqRGA7nsljvm%0exr)Q%Ay~dk64jE^&_oSvN#uN-TcEZB%%3KP zkK-gVA)@X})vPFLDI(v5)(TjDdkTY}ndDNi$~HNEYS_Uqund6D1!zSuE$vBRse1t* zlegkU$mOElu8!z{PR2Huqpv8 zKLXC=c)kJMe%;ppcE5PFxoh<3XT*w1Z!%h1 zH|X!SgF5gE(Tmg2-G=PAneu?abBIpw$9D})Zf^JiO6C+WA};*-#4W&3*$te9VWjqZ zY$RGBFBP|CpA$55OaA-tK%i;pwV!^;s^!{T_dHtmF3hJtptqR@$3E-)a%+R2YGw;& zlDF!czOT=c(MykXy$R_r$Ht`oD3;?`Ha>*H;_QVsY6kAk z;HltCOKXqV+bA?^FSR!Jq$pT6`&{E$JUMqpOh{Oj0lfwt*yrPNbK4pLaB2 z5#IGd{3KnR64ZrSWt}UDRF>7PZp8BBSC4(`(1>ewyy_9fv}6Nhc8I0Zz_Y@$Dk*kE z3uPi9P$F;ZiFSemm-ZQr0S&8(mk}=Wg_!wa0~wye-hcpWPUT170p@in2k+R#I!r0l z0bxDQVSmmXt11w6;$bE%uQh8tFBRiC!W%r2l*vjQKmdI$p}GD(=r^~HR?EwNt5J%5 zt&J-Sdm+XIO2K7$P&y-jecF&hQZ{8Q=v_YNsIfhAh_v+l49QQMKgWyfruhCzAx(eQ zs6Ju1?*2vR{OHe1{^|IwwYfE?TM_cJEH@%Ig83z5&k_ z$@}YC)8JLKfEVL;yN_Ok4+B-lg&)rLwiijaA^i`AMq?F)art120VmAK3}(4qXNIDQfya2twz^0c+)}&pe07*jKf5c|_VX zmC0%jI4DI4vbezPSY5VG<3JcL> z8!4q(Aw=qOKIyk!C&I{5lSwANG%k_WEa4PzYHPi?Ct~QUZtjn2>m=6ttNS(gDX^3zFTp2)=83i1aFvfjZ1L;a) zIE$O|8cu?LDa2bd=g(DLI*tfJOOxJ+(sbHNhTaWERo}GEDE@*7)a?)Lr zxGse*090W|_KB!=Z*;kts3<%36Ds%lB}VBJ8U5t^7TyORBMgsrrur!16q--Wjf$22 zt^lv4*>KSM5F76^8Omyx`Utrrr8#{Qi*)o|TCw;p?lg)?Q0zu-UW>kgwXJCQ-cj40LgqRb2`cXl zrEM;*kkx76LXbc7n5U3&oZ$!y;n-hQ5Nirtd5SMd0F#10XsQ>yq+Rfo}&VjJwv=2BDSKS7(Y%Xow6w^&HKu-C%^R%(coQ3|% ziE?m>Uq!IR8EXg3s6Y3J-*MtvAIx4gB~p@TR`Uf=rMGMBx;qu(&tYsOmV;lpvEUT)3ylFv%`q)QBjs6Xg7V5i2B-PMc@7UVs^b5L`6UaiG!2E_xDVlU zdJ{dgC|9_LC+lA6trfXkw>w?oRW=JgBOEd;`)}E!o_(e?-Dd{T{a+?(KATdVRP(ch z`fn8|2@)Yi`(=Z zua_W{e$3O@FEyzJ`x#Ex+M2BIUJ-r<^e{b0m|xMDqbZ&tN(i)8?;7WXH8d{wq(kU_ zI~bz@%RuBslP+5ZD9ff8wN^Z{P{hq=<~q{#Ox6y`6NfSPT|TdYRZt>2iNrpOYtdYU zbxIR!m+u)KXiZ^%Xc-Jje^1}0t)}(TbS<>t%j00dt!_^nGX|OE@N#ZO=`?|UZo4IF znF9XxydKMU&-9I}t=&$ul}ta>f~|d;1r1WUNGiDVx-6z*clAHQ>7QZM{>AaRfNsX3 zc|C|^OjVmIB44P{6g@P*G+C74`Vn1vkdDdik9bXOw`b>k6`?)a(S#j?Iwq-u8pp#$ z4iM-BD?*_;0cSC-L({*I9xz5bVtWy;p1O>lejh_BLs^V?sKBj4YP09<&!O%5Bs?oJp#($|a;2;WQs zZl{}MSDM@L{i_o!1D~7=1YI#N%r}#>ZZEp?jf2LegBgVC>z{mQ?Y@xv3qkoKs}Z4e zy^054$tbIo@NFOY`stw`Cuj90M9$OaKROyOU|`aKDutg@8E-tk4I;0KQZyZ>IsSdE z8LL)W;#OmVIU_*MM~@hj9KBvfc@%}EX4L(!2=yq5uUkkZ-(9A3aUoAKENFw4i=awmb`cw{0u;Ct@DmfO9sC1Nril5Ue&y(g97%zv-W%fmCkiTLMvHcC zi<{m!vAuhUwD#CtndnYa?10qiALl6GYW|^}` z%vV-1r6FXFrkuuQm!Wa}caa}=b`-)EO00~J62Q9V?E3lIuDKBZYx#7w##D_UUSJCt z%p>;$s;wk;Q#s`Aq!yJbp=7D$sJ_LSTajU#Qm!2j@0?)5fay2nE+SpN7b%g)Yypz~ z;T=i$#q&Qxl7NlKmjIOOWC8T_XE)11i6!}@4*ylwTgO-SX)r zC~`Wj3NfVs>6y>|!U<0#oiQku;%4#f?%cbH2lapQ2!+R`o*mXgDUC1435AMbx$O35 zc^nO|d4bJHa7>-ji{<)4P0*J!qdldp{qWOz31_tHaqaTflA|X%pJW91^mWrWp-tX!a#SMakxVBrP5_2_Lv{^Qn zN?kz(!FzaQ(pffw3GB&+&SBH{bAm|@Zmf`@EWPwY(`AKhG$y~ zxBzRkn>*nF!KU2p)8XN=lq;)FEs5cS-O+mog+9`kg;@nz35IZv_kMb(3A}2 zNryR4=X@*(Yc-pW7ye>tZF3@t#(J~@g3&sxotcZ^Su#ZFPH3I$#4a+yMKqsc4SJ0v zKQ5;^KQ|q>a>N(1UF8lbm~AttYukOgKjA$Fy$=BQLjFH^88Aj}lvOl&_ySseNi2 zeb8yTE2AWWJ*oc<2&&MbAsvvviHU;yar+i_iw z7M{I|FlpgHG_aDW)l&o;=J{OyvcI#LNMT))?u=Q4jUmt_o}TMju&_=|JozJRTp*$eXjiK{xYGJ2zrMPo4d#^s+E!W9{ztZG?@v|eb=tb23MpwJlwd^dW*`7( zrZ>iWZ=JQ(=U55e*vWprdNW}Fwn>w=z{o%9dcMLacp0+P*bp?YNG1VZ>ICUNDeB>B zB_l2QNuBPomhA%NdtUVpZ=>LXH^}8>B3y_WTb!fmlO!)Wu_i)WQe-^FAzB-gR5om@ zjnF{aJk5()kJaY^bcn3u2aZ=9T%on~~ zEU+7wJ${rg~pM z+52DN(1*T)#e&7Wx?I)nvs;2=ESrxQ(T>qDUB{OWn3yO76%ShvPg+7=&)%k6VXT1q z$BpAi{}%u~K*GNShkRK>sPC?kB3jc4jYlGn;mC*cc*eoWEy7|N6W!-u#tQ2 z$}9)at$J;#V_!t8;P{~uiG6#6iy!qf9D#wE{Io7Iz_3uePH+LOf!k>_?=`B%QHwUd zgax&@&JJskNF)yru>vQ338p!Z`y*|8Kfs199o@Y|?Q)4QWoaD(X*MakQXgg7gFYez z25@JfXe#fQM1?8pdq{LFL%={r-*C1qu!15SJD>MPekMDEs!FL5!BbYn6?qaG6DRV- z!eFRHNjN-m_1#^tKCPw)(B49$-@xS6hs4=##BXvLdp)0p7hnr_N$XrVnWiMp{QRt> zpe@UXL{>9(Y?V0}2OA*Pag zc*Ejv)#YR=Xv7jRsJ%z9q^qkVX`s>rx|mE9v7?LV(dIIQ&Ri_BjgM=1Cvp<+jFPpc z6wxkd<@jE&s?vO`B68G|X3yW3khj2&kD{aezignKn&-lYk|sFtq*H=u3o=xJu|93v zNd^|}Nh1AshLXJsx2hYv$3ec^y*X^w*l0SR5`gcNkTZOv2%1=GkC|TL`N={ zk}8_C0~Ef8>11s)GfxivgU(~@|Fv$hWGKjLhHnL)&X)4isb4Nzz!9T-Wr9(_Z9m4HK*wVlL97T_Ub@O+6r_Ro@wYz!zF_Z*D?Ox27 z8_V_QgxCSs(lPjC4qXr<`c5BTE4o$j^b*OBHH-ZeI+fXZMF9OClh^9i@mr*=D;q`V znfnD^wf`Mo#oukF4ub*%MhRZ>_2H-s$^u0)gg=0k-d>zls%8N5T3)(>F@b9%-%YUy z7iIh#{Yx80^-`MmZM6kBwJ4{)`&b>4%rAqo3ipXJg8It!V#nQv+*9ut^TdXm^&IK& zZ>eq>$+rS&e*zhb<+AmnP34^j3F{N{9%P%gbU1Q%l^}sR2F6*qcD!NT>GX`QcypaZ z4JlUaX{D!YZd$7z-*_rceEKn-T_-q=NUd?c@yxu|@R1>+OlLKneZZW^1*I@NZOQc+^z>~1l-J)1WjC5ELk-|`!>^xrwAPBd8KN`2UK5@#*+3% z9_qY+#EDNs04bb8W2?lylx)avhrIYO5!RDz+7JlMnD(@#@@=gdKWa8X0wEdWlwdl% zX{W6hK)!$5m$fg4Vtc8PwW-8m|Mm!|-fe~xPWy86;RX-pPst+?N|wz|=5J&)n%MEN zW1#K=RGBhaZpE`e5W~#~+f>X=pn2r^gdV;EKim-P?DK6=_lXTcan+XA@Ivg&nn`6h zZnflkCutwWcs$LtCk#P2p>3YFthbFKD+}JQon4o5DY~*l2!DI+GUUl~!NmOa6_A7+ zH&f<8quW6bvG4*p~7g1g}2_jH=bYY0-gwaaL3>yLavjQt&|annFcml`A3ztd{?R#$PzUy)CMSyH2s z!rdE(Plu7Kmcl$YzX^+d&t1L+4;zdVGcXO!`~XtYS=`^8Rjqhxz*{x}2?wKt&bNfU z3T*2NBFZvZERZSTwKI`JNQtiFwmDz5YRdO|zDXpIh&B1AsP}eLhyLyxol=TRUUb;V$i7f$iL&L|0&?2B3z239mAL2M_7-1d)u))n*D&;pOL6S^$saj*e-H zTBAok%fZrRTgBtExEe5oB3;Q6n|dVCywPD1w08-^WZ#rt9pkLWTNZg-S{YQ(vTp3d!0X}uJ z;e1C1M)5R7^gw6f+zB?7S6LxOmxjg$U#x{vwG^BIV}7xMzI777&a$t?@o|B-V6~iv zt_e9)@EjcHo6>>^x))l#s8hmfeDzoLT+4+Apkc>a^2ma}OEzc?SQt#wAU>$)2BF`i zpC?Rgb`+h#6RDT~u2>4U8JFY=c@up3@XtVgcT(*r8JbFGm7H1l8sLI^=p;g03{ucg zgGJiySk%A(RIXpUEIt_nlB)gH2L(wRxdsh!A%0in2w3h{d%1aL(PLg3ZM!AD4q9b& z^AV-DNZ-xhe*LzC`aMryKE2=LH${X3+cr25?laE}<3#i8QrxzvE< zgJ_Y!8p92k!9Zk?mke_=fu2}~G@|#Ymi*xEQ$TbNn&HA>50+8**JGw?I8$>-HaUhyVpi*5GY6!hj z1%vJG7W+h`oh(*e%EN+t_)V5VGxsYY2cfnYB%SVxQyyy&#cH}m;u#NVuF;H>Wo0{L zEi!54cS!D7+M}v@frF}WXU6_vo05gDYe!{oB5$t3mv8+4PT6L@0J;1OEZmYK;7!$ zAJZgZzDwzB4)PE1NU$NGto3YBb>ew-0yg*H+})~F-~fbt13x(5?Cx7A?6-2J0DT^$(JJKe3Uly;iPiMTQ6Ldy;y>7Y+|SD))>Pp=6B8?fY2*&Yo{Sn zZY4}21Pja|=FbKYarWrnaQ$hfv*CC*e`(~n%wGp-CM@*Dey1-z&>R!&Sn=SlVhGJM z9C86!MuI99lNol4FyPG;_Fm^KauR;EyN`6#(my*Bq}#(vbWy&TxOlOcq*WZScvRYF zK7mCcXhjp{N25}ibrtf?u0lfmo74Grt6OWVs|)M zr=7!O8C);cuP=5Ky&P0*)9=sZm4oAG;+}N&O{2kvA~rd8@n7Wv0!5E=gyzV;rb5pY za_yhM#S6PtI&pZCmhHcME=oqB(?QVW%yjLmjb(83R(mi#7#O44=V zv93i8!0zM~RpW{my5Xy=8SbAJB(IJ|$d3h+6v)v=A)zXx+=I`kT>n!2e@6oLTV5%(qyO;V30f`Ko?1N&y=9#kl$g1# zjzv?;3j!)xx*=bT-hKs4)7rNztn&rmlL5}fl-x;b?!8C=#WY%tWH@I)1_ zRqmUz(QTPH-Wv3|A+j^|5?!=UfqEzw{G?i~P~TLZGl%Ps!LCp4{(W=G-6Ti7Mw-S3 zVA!pCOl4Ns*g*pI7E-PyN~y9yS|80}l^cWxJiZI2=8J$z)T1#*nuaf!w-$C8|ARkk+U@plT^Jr!h_@J+=^(;h?FA?w9sip1_ zg%j)#fIw@In~dG9y%5#zY0m)1DLzyUUkr?8+!26<4pfKyL(3b)wsi~@K{Iwc_0t>j8udFxr`Vwq zAVFI5swoAQY~@Wx z;ql?As!ymhRm6EsTj-hqA7&24fc?E@TC^9wz&*Z|1RTjD=$T|lP+DKG z-uA%*s-u3oRkKGwJW2HEiL~uTFl@nd~|e5P0c z#dya*(3q|a4TjiY!OYXZQ)7)vXU<&XpmIT&EqVa6T0mdeC%0>*js2Kz6(}>6LMb zwo!9#JvG@M^CR5jx|ZbjkFSX>oR4C2VTJ1*uclLyWzvFrSmINqN!nE0>i{TSQ~8dE zdtzi0LmXF`0kR+DWhA<%w$~^X%Q3ka+J5#+)$E9;q;v`$P_}}~kfuWRB?oesp?$|o zUF};)488J_UFriuKGeZ?5)<`?7MnVz;KFbL`ugD6b_75Qf@`?Sxw+MU^;jt=ROF@} zUbiwDgKnr-Kewrl0C4g71bye8>|`CNVb)C+H)!l=ds#I*8TBl{Dv8 z_PggbrQC_NK=$)uXrLS)^vpAvo~eCQxb_YQl+_v(8YD{^2wsW8E!Zl%&SvJy`B%Pm z97&4n=0kYdZs7qeU9+|Nu$2s8|wSOz=M=J^^Ok^kqfFYG3+#(h{M>;S!+@Fk~k;e5# zeJ@swQtBvJd7W_sNNL!YvNzbah!y5~JOuRH{m+qzxkea=2-LuVoaWnbrBiFFn8u70 zLlDVm$WkY4&q>>G%jmpyetpZ`MH;z*t>pZiP2*YFD<54?8V>#GOf=(P)xTufj~0fa zVIZubO8H`ZMsZ3TuR9_ZCPDjz^dq!uq?*xL{0DQfcwA~3o?D1qj z$)ZrGHzPNExJbWjj55DxxM<}*0Or!*U$~hVFjVIMF}4?(YR9d_nWHB|1gP% zQ2PlV^7J5Ns~eqL-Q7J(g9zBDjKE(t29Q2%s0s3kH z>-8OzjS?Rds`D)OzoGZlQmfF*mEjiL&t6&l4&SsQ$=5MxL+7tGlmIVWL%eNvf25NL z^^D83Rr@JnML_q{#eT)invuLpGFn8a8EInrH(-MrR(lMk-SvxiEh5Am9i5J}8@H6W zSpJ{Lbp*x19)z)dnkaL5q&1dg-*w%S2$`{D*D$IiW2u2y926#V3}q9j@KDPm!c2`@ zNiCb`>@BRKrIhWlFg!9}){9qJwkxEjWw)NlMESYLn?=p#oL!PL1y(L|i!OGe) z`7-ca|5klYei?Yp2h{IhUoS95-(>HPydbhwS!bLw#ArjrM6sXoxL57j;D|9y!!iA9ei&L8{rU z?nn8tQ#wi_{bO|#p+KJrQ74rHPK-2urVBIm^W}A$|6=&x8BOv|u37BAu&1CcV=1dA z9Mka7>V6r|y|9Qa_=S@B*|+%t=r6$+k~}VXbr-f|XaV6lj(M35bzxXwlsKIsE-bBm zYY+5tr4rM-rysiqvMtR}N8y3!W2zJib?8Bf#U<~(2LV3txb)<~hTsj|>>(ep{$hJq5dpVS`B31l3tE*J<@IKlK zd*AQ*li@+Ha#ShWQ&*{mMJ_W2jm6N?ps*BK#AsEc_lzPS(1Y=l>#5PqRn_hzBz%9{ z*d3h#@kU4SfNEp;ZRLOGX6G$L{dG~mB+pQE$c_vyB|D7sRs`DzR5*#G7kp8{GgJFT zatzP00_3{_Y`7F@MiM@3FkLzr8fcUN2`6OD8uLv{_Y$@)#wz?U@PKHMS zl#%1ycQ`~U!+;0vYOnXU6=1!tZ4;z;in@X6=l>VET~omgI9C3J?5ysRpM#MfRQEkW zci84`@!bwp4)Z#x)y(4xQ+TyuQ8b4?^F5WC?M{yyL3BtKM zTMm>e4eA3y%&(=|2C_@#ve%1z6V;cR_4MUCJ=OG+hbhFUxc;|bQG5ro9#fpF%a^X- z?wMqOxJehzq5kRBkm{{K(5_yDMnErU#Co24nRbiMMjLq#%XEjPM6w)D(}33oRJ>0&!QfMgPu*j(^-u9 z5LiKDi$_!TZfte10nGw!LVgfLr=Q-ZT$pv{2)r+Gr-_0?d+F0+?K3HwM<8&#vQR_V z1Y2-!x+6nO*9m1AGj8_ZWlSWMF>iboT38^9PW8OF-u*~y6fgBHY=N@^LKI4};T6L0L=CiOBf;b-FkSlejDd4zN1TBWRR_RS5C0v0`QB8y|q0 zu9T{$@HZyxwo#ALKb>b-tp^z;s;R7Xc)fiZ68eJU^}WZsrhP%3eCjH7AGd~#Npfhk z!f{RVxbpAe=z4^ekZp6{1H0Rq8}00$cMivzLyorw49;eWCv+CwJ&K$ON#}DAkl@4H z5&%j*XTd6)#88@_no;BTaVKuS;kK}gQ0?}>$G)8azb+!ORl5Sj_KSHd=T!Co;y$1OJLR+kutnY~>`j<7c5_wRdy>l4oVMz?UG?Z87Kk>?Pbs43z{2(sRKaVo)HZs6+3wL?FJ8VkU8vxyq$)7GqbhGy zNMlRA6}rn6nEhWap=yW!u!Mei#|l`yndc=I0>U^lmklrTD_@-mC)|1GQ_Q94>TLmAQ{@KK$*?+M0)7`W>olN`Bk!FDrK z5#ZE=u67#g4i%`P2*t6CxcqAyX4jI$27YTydxyYfH>)d&=?d*-u~NFx7rbJ@Y9AiYG^>sXF--pyynmTMa>9f5bfl}rD52M{yN*7BMQdZ6UkOpp@b z_ib#B$wG|XxKzU8a!_ePs4`!)=z#@4sg!{)F`#nC=@U-MNzoLCfX2bJtP;9#4KN#i zFI;e~);>tS7LI|pc@d)JN|4!gO4ddfzx`^bOTNswy5{}2%Hb}22U{FCM4GHowLzVJ z&VT-dT*Vr&)sFPz)uz>aJaNvcGQ}j>HOyxp!dl%QA8{`&8=vsV-2=_xhxRD7FZ}>m zf%gC&@JGp-Dp2|+mH-vn*|jPwzgpH*Hq#i6hqZ!YWoa5x8zV6ER?gQMxPALr-Fyaz zhy(uk+fnXl$V^E$L2y}m(xk{alYik;Z`UTyPL%WeG2^Nk_T|b1F0@}pyoHPJZu*_2 zfG|6;Ar@LoAQPMF4GENfr*TK2pGzP{5nTFxWk)06N4@QQ*>sHWE++l+Evwj1wcyH_ z3WZ%Yfn6mHSI_II$rJw^MdFt|l5{28+UlB$IOw@7E3$yLm5B9)@V@*6JrCcQ_ILHK ziq-gWp&DIMxRja`DQqUaiI7Xn^-5)^YIL1v3W+wnHIaFODvN^z*{vQvZzldJd=64!)SdJll~KN;Urw5%W+< z+o6TL*|q^(rgNKQ;n6?1^=;I3fG_%27MW3i69}54`WW4*k6U_M2ps>#_Y}_KQQl-j zJC*^us(;hocfEcq~L+hamquOnoJ1*Ayw~8UsWe2*&c0@3JuHWQl-fJGbLWdvF?=*4^N*MlabO$zJ{Y($ zIM7b_CKR!+S#%|jxm4Zrvyg8Xe9)}Yyi0*VZygTe<@cM*6YV9*U=HK@0n6tn?oUcn zbtan?0z7h?k-*EuAEN5F*TM>h@*Yba83R3UyX zXPnpVl8%2!x9jWO_W6vD&*VQF2$M#@;-;b2747F~<^u%G#ETf;jN)h1afZ=5?#3-z zhNo|~OfOgb+8cD4na(pT$`P?WdlY){l%}L(=#fT zS~(wf8R{nH=iC)=9mg%AgtEqcMkVaZS!Y)6xnhaYsxX=IzGv)tGJeR7s(R5BQPpKu zSWpX9kIh1YF#2X~t#3Bx0MI3$)8JjYTBqk;`)DrukRhZ1{c0up^mvs2xpPnBK~ku2 zWIlD3S50iJ#t(LPGTWfSUA$9sa6dUY;&c$QJ?KJZ9ffwDp8`1A!QYUToD{RxmN$K~Zp@|%m!g%xKF zd0`d=vmi6Wx+#H`nGs7rRMz(V77C(JY6G*@VQjb{AVNpaDa9>mMYRCBY_i;q(L48uIb1Fq|j69aap%r>dg#>Tzjy#7XE4^8EgI z3c@Nfy&DFPyP}}`U1|a?qF=>Q-Oyn3$SH>ZZfU4Ga~j1gu}I4zT#v;q_jvH3B>_Nj zTv;y^_Er7Ngp&A8Ed2>!g3y5#F~hVpP2~_RE5xbA*JCKpjYoh;HLkyaw@Ch#A>PbE z&X!?7-NWswL1S3%okI>&Z&(1vge?WQKF*s1^C$50PaX1HYx>k^h|$VAxEMVMXf_!C zOE1>Mp<=kA)LxeST@sqmex_x;YUIwgO-#*_8RvaK@;e5%J`C)Yaa*GBjO2-2)$qPd zr6LCv5;kMf`MP$?GMCh_?g&tJa|icUrn#e&`B2^1`_^I{)=79wMm7&jH(%rZBscllF(eS#GJM*_+yuoV(!9`=)&vUrxm$6S z^}ghlJS0{Y@t(+Ec5pnE*1)VgJ;Lq(uRB+rJLcWv9#KMb9V#3a57}&kFT|~%)<`%C zk9f_+|B`l|SbHH93*5pp**u&I}`Ra+z&xR&>W|*j;ll;F`=FaJLF$a`C>K%xR8OQ9iAp#(oP3$DYi%~G=75RP@&^mp;c0M+-&YC{fUYjiLY~)jRZ6!-h-gf zAB$8f(Sb4A3zT~|6&_RlgLaocwHG}Ge}6PmYzGeXJF3d4?p~L61D#pS#mHzUGV5|! zb~LyD!jm3%hzZ?#@s=AuEK3*Mme2L}2_-mLLS-e^hzl{>m1NC7xQ)c1{@xe-wLJE6 z{4_$md@e{seaBhx3t(v!UiZ_o9^lQpO{{9>+VUPwwmTpZquYFo`XLN4uaFU?yfn_pP5&|f@iyMIl|}}@fX8tw8Z>1> z)B8$0Fz!Vz@0k$ih(koAaNVWx6GRJG$Ej+chHUNf{?&*khQN`#y=msX*<_`=EQLX* zkORW>YG=o;QDB1RkfC&8aW77HvBSb?P%)nB{q%`ax_i_(s|GBep>mgq@|i(%avJ~e z&D%cl{nU8rjZ>H1#dK5kLpR2CUELIQf~=2NV?O3==-31!NYdZLIF!}yyNn5>35Wrc zoLuiBMxvJ5YCSJV``s469Dav?{3h)Le{kc<84vF@D^LCI$~Oiq2|;WE?QIvWi^a%d zf@obx#dpOhDh<$;y&Q@OZj4>8tW9MjAvP#XTTRL2Oig6U3SNdL>#1Omy>_wVVVRE~ zuizoRzaV}|zML1X8l`@g!Dp7}XQFc)Kq~kFJ10e8ugT7D^mqdM`a0J+c!@V{n$OtY zhk=8+c@~Uwm?cqM1kv2&y|`nIa8B()R1k)X6&bO^<%Ey@u8PIH;93ySkK5Bjy|&0l z<#;<%j`&f9*>}s(*pG2m3rOrQW7mpT>h<0@6p}*LQJh_}9$RH{0sS%_1X-<3!B=&C zIemoB&cGlt30>2+EYY<%r!3Dt(Wmmlb7;*R%tL1Eg9P9nGR=H(bRd-GY!yIjJYB@afGtxGyW#xQiOJK5P7(BRmx{w+9T2I^ zWlg@Kz2|oPr6r;TwZnbxg-h{c#U!;%^>=fMbrp8(8w@NH>>wr3wAk?dp9&DPLVHw| z1e9b!mcCjwxw4hBtv`cUA{$iT%`RT1=o6q$&kH`LIwo$-xItjN()ZX!t)o#u~tcVNvm(iw?e1PiPyDe_Z9wqG+A8b%4TA9$6Y}Ttx zsV_NJw$3^Lgxe7M)?N=Y@JWq9P%m9k)Y-X>j^;!U3&8E#l zxL*dR0M9~>z`n!Qx|lX_+-LXt)ULHG>RJs(E&a6-)x>vUEpba{*G3)C8<~YMOrA%? zLPV2C6*8?K^WWw`#U6qaf#|Txhc#N@%Dp{mUd;Ib)a!^NN~E)+8BGDF(9@{XL#KpBb?FD$t^VljoW^QsjbM^M+rq~Q(PiDLi6zt`)V&F^H_9F5p zT})GjH#LldL{HGFL`!6}KI})|D%{#Q{I$E7Eov)B(8RJ$BO1e_p>3JOLrwnn^X~AQ z&q~+Q9-p%jUBm|J>n$t;4HyzK{`|D=;IykH<^spv*xQ7BRSzpWywH!Q@1((uj zK|5p|p{RBy75;4vCQmQ+dxC`Rqj1xKokeqzLnCGB7f-}&+~5&{4>~yg7>26=kG_Z7 zV2K<O ztXYPjM(vna(Juug6HwQ19XLWBNn*fzXA!&SzsYdk6VL&Oi~B{U@O^G=C|okmBIdO- zhiLd;3RvEuR|#?MJ;bE_>xTo9T&nxYPRwqh;+gTh=Sc=thfFeOYBqiZ1OrG2s4|wm zL=?o{QGl;S`PRDsM56jJ7NPa56zyh_zagj6tyHF8_$7vqwuhYA@8C-Qbwf==l<)fk z_glx6=XN%}m?Vxe#}+7Rh}|#Uo~iw7;=sVWL>+yX_s|GJY~l4R->}kpItPL_-bt2q z+Xolb?z>e&GZ@usrQkcNTbzoN&1J#wDdv?mot_?4Np*8K#E}h+Z&e`1F z8JAF{paEXQXEiaJ?p`#?r}d(Uh#kxmnZW2>I}=n=IgioD#*zRJnZt@J>CNdd{W zk(L@7mu*hmQ&|sul}0Jysrdm+ld7&DNHUdYd#=KwRF;pHPl}hsft62EUXAxPe06r8 zjjR7hLn@1c{W58jGu9(o24HeHxsk&;_8jUU9%y${y|R`ZV*?(y2)^#2Y-I{MTMGh6foEXsN)g`#OFCQyx;g$%hWRy$rrT0fyp8Ao zAX?pZjOniue|U_~NCp`v9HqBzX_|+owOZ`QBP|F$jDjemoZ6mioDQZ2VSz|!9{_xP zhowh;W#T|bVX0VCn50Jfi)>JTfAYzFdSGj_`N2oa1LXWp0IvGTao!c<`+Ayn1Rvo0 z8lZGClg1ouFmG(!SCCs&k7a5Z4knI{&9s zHzm-(AvUO4XlvGt1xV!(&-Gr0e(x-m5j7-q1)w^>D|vQ^Tg*=VO+4o$2R5r@fepn$ zO)vK;kJV{i4qvS@5(Yo6wD_AVRaZ{2xIpD}6{mUdj|2K792K!tn#JAHz1g?;UanStK~1kiM+mWt9!~J~`9^N)!}#kQ{cGrp=TV=N#-_A$az+?P zw>aXrIXgaNp>a%?R1!O~?#8!CW#es2V*tr#FBr%~&(%0&?g%N#KMY~=fb0!>x7S2UEY|wUJMymF@ z*UC2BKU5&vOGosPSFuddjvI_p2|6!}4dj*Dwt}9(u#Q6L6R=_5HAfUFQr}CfgCZ%>!1V_%hkOVR-=_h9 zR56|1;b1l^9M3pmnpdp}tP^mHtqRGANjI_uXnAH#`M>b%l?00eF)mm-GGaPM^AZ@3 z&Q**``u%_q0*^Yq@5EnxwNMttOU5RoaBB-11o?2@XsWHcojKC(co((6*@vFzw>gbh zi@AzPU9|DV*%&XtBEvTVZQGH_wirujSbPMVWNYb#HwVFq54|dnA)LxTc!CtFxJP#9 z*Hdr2Di@jQBYDg{86JRK4A)No97_D&FR#1`LH^Q&{bhEVHnKOd>Vb|sm7p=tzkUX)i{+r2Ki+EIbHt&#?ej zt>jfQ!IJ^f=|)z!J!srWS~c~;7~l)Rk&;`_&bVKj$-1OnN6+uxH2F0Y`+G#)ed0dM8}Z^w;6 zq(-khI!UXErY@An4-iUHf>d@NlOGRA5HXASBRJVBEQbQnD+40@qCfvw<(A(!C#`=~ zPyo>tRJiEQS<9lPK>;0ro{SpPeQA?%O*W$CPMSG@d(|jGMvTnnn-K2+Uo3iN;tyrT z0{v0rvV80&$j-GA`^v(pM-rirIOK!_vn^Doy!8@gd28az)D9V6Ts5P;v6&*L_ET0Q1K9>xud?8tfr*4C6A?Skk6l9c`R zV)s=~4h$qqdH%H$si%+5 z|IK~GesRXK8rBpfe6Cp4nq38`Yn*O>yvZ;Yy7avNBx@aGg(LyV@NMdZ5jyWi>>%0gYDmHT4{(Kd(JRF;zexFY^w37(F}4n& z>CV@d)twBlo^jsPQZWZB@L+%J~r#iFTSNn@7f4x26~HB;U1WQ-RZ$7OOw_o zeQh2TT{HnZ4+TWyxY!@}-qUHDb$Ck1d2tTr|K$*08{nQd4yOGjhYMoBB_%oQ74lZk z`*Qd4RANc{AF=x#v1nvPn?t;$_^6&utG8aYW=~RLwezXCBlK$w2YgmqnP%i1H4wzS zK_T^zW020fLW~9oDOVGnDaXL4Q8LW<9nVU zfwFRWcxQaVD3^*rTTwC$|7OupJt4SmLM|tsLs~&pln0ej@k77Nb$!;Nx~?!8D=_-g z1y%789WYbe_s?#B@09IIxx?U|A}udP9zT@ZH7(4v?!a%!Mm{AxlwLvEBO*?er_{r` z{l8P&-g$KP!b0XoU57N|%_IBskGCUG6ouqcu-%5ccY6NF_&@Nx`m>1ipy+twItFU1 zZBIa!RiGTk)(y(s$?rcWrvhJjDUND0NOx83)gE>D8lUL3l*nN3vhw{IC}}GQx3%0mqm!b`_l=?E}sEDoiWA zikLX?#H~)6y}igh=At&Ym1;0WcuDk0#ETVNmEL1=la+cMO9ZI3~gEK3r#D#&NPpnFBSt z!dU$-@PPv02yJ2ceiTdZCj~aa_k4bIs70boTw}Xnn+X&kqU0ioK8Az{TDci!U%NU| z_;iw-QCu&`ivr{oXYZ#3<~~ zFIT9d>Rc)!uD)uOK{-N9(4X~TpJ9Ux6Vo1b6gQ+Zo^?Y%M9lOYNL-nzSB3KPK%F&8 z@rcaOD7H}@(D0#@Vwl^mk4M1OY`iK!(l0 zf${;x^7OOrZNOL(ROJe4<#MkuNztowZnEA4$C_ET^kWK^Y}NB0 zv4yuT9N@<5AzMPY2*&4n!Yd%~3n4{8g?M5Dy-kO$>SZJYUObf&EDWSG!rVf+-g2BR zvn%!IPXOJt)^8{>H$Y7@A@DF5%#5%3@*(5&PuS>hIZ*9!sr6#cB#!FW(crIw0Yj z4zEr}9@?;IMua)^X$7nMIsAM4^#c2$^{wKCYkw{L-6U%rDf}l}-Mc_yQ-77c%KL&P z&Flwc`rfY!Or@*dd?=W5FWkj|)%E@r*Ix-USY^@c=1 zmm|lmuntE^G*4YDJx4BxQ&XihJoaP+NSis*t^RS&@~LSuEvep1$oroLK#pFg(hC!? z6}SSqa&XQ;o**4X^0P==PHS@$$kl-ONDLyn???aN2vC(MGl$7A3OiG1R6(G+&^`Uv zX=`D%;$-A@!J_8U6Fs2SpL=2z*OFGFqsawHS$*b^b4-`{t#kyZHxb7^E3{$+{Slj> zMHQ#Mm7HT0ojtvDU4L@i1<}Zy-^ze1iC~Y(gV04L0ha`~(!u80XsSAV=b)uEveG(C>p$UEqis6u}p`RQ|LGqjN5jU8LJ;z(Hr}~-!-GG(6 z0lC`=ElP7-|G^P6eh)!va@rW$ovo^$2?aoPlQ zqS{9kLNSy~g(dApjhaK5&HzLp`6-!Ule~?KK^C^`Ciq4{-un0}K#+jjo62aQ32maSv%l+TH5H_pzoPLP$@B*x%X_Bh$!a#TUQ` z)%2$g{pL1vojyD~bSB-6u3Y?zwbTAekl|~A3gA_Yx%gry$HL9un6x+F*(a={`<<)d z04P7e!CD(K!ez$MeXNXQ{(~XrWvHnF+!G z+3H=Hq}S^zkglsn8ngS-0OVfms4r=zoqkdO6<*z-?}-Ntz0Rf$%R0$$2LN@sT>vN9 zlpshOglm#0SOGX_h##&zWzZ_=99AM<*tb5=#R44gBDUi=jp6j;IJlTo-V6DkHoJ1; zh*$ohTjU))erQ<<;#vdVgo{p*q!>BUTTEgV483JJ&Ks%oo{#xqH(C>J6Q(RDTB z8$MqIRmd%JVjK2|&h|dJG|f*`c)F{mZ}qib;?lM0`GXgY3JWx0)(9yb@D(}7%O?@eA^nsZfcG-{B9sR$P|=w% z9t;D^=(F_vkz^Es%Do3L7I|>^nOqj(rqG`sLl=}2BEoBfLF0LtBUOlh8naC0gertG zY*NxOxjQL@HXr0NYccYaTsEZX{+N@kcx#S)B?fGgAkY$Rq`=cVX$ zVy-zH)hNM23LQjIZxkMY7&eLE1C@+bJ+kDkR=pN_hL&LlotxL@Ae#D{1T-{(;5%|D zF$>=PJj|r)pmgSe9ZtVBXOJv&uc$qH(a7Ro*3qUj4Fzv}%ckH|vpPH?5qJj0m+Yh%$IzX^ zP%^hJjO_DK#};vaX#V-rz}>Zm#|vhKdmo4Sq|>}iI^Z{TsDVRl0X2x30CQ-DK|DR0 zQtd{38KD|i*9#y!*beI>PC~-T!jrlanr=dv{f)PbiEfJ2bc8ST79)|3=y8LErGI;B z&E1nr7ycQLhs^JYzOYE}wDFB+qm1cOwrM)iJh3fPoJV=Ci)vHm1O`n$`z=m38lt zPs3Qd-FL#tlWs!CwW@5#R%Wf{68iH4;tA7ufAYc?bOR5$veC?b)x^%kYUBxn5Ngr2 zEO__;e6N=crJ1)AL2iyo6*$X04n|*O;vXXThNXweE@gQ4 zzN5~;yDUHIxZdOa!H>vEW?03o@9)oO;==NpgUC*ye*TgW9|C{|(xm%(R=6Deo44g_Z}CUZs<8tna*a+#}kROFl|zJ_C8 z#Qv7(Pw(l7LMKHm><$3DDJPiGvRJ<&_eeox^eB+qa<*v?|BvuQ0sx^INAJ2>)^aC# z9qv)b?dTk$8bh@c1IQrxVNZ<`6VGR*u|2?}CLjXNba`xwm39v_RuszwDxL1lgv{>KqO_PW*L zBG+Id3k8}|HC<(35rlMz?#x;a<*Qrk8k9fI(=M-cZ{gRL6#wCZ{;p_8l;_p2BX~q5 zx76bdYB3q|*A(IbbgXiVo@YK%qc&OBoiwnN6=f-@D|A)dGeGcHcNQI{rFK60@v~0W zG-o`({l_nw@|^z%jA+gn1Sc#ISBAS%Z6Lf=VxqrrF2-ZcVEkdHqFWe|^bOEjW7RgI zIgEdwuo%@Q=-ofJJLhD60*}O;ntRXF>WYvHfdP-POVoV7b&0(&1Zc5e;&Y4akkFRv zQ$#;*q-tmr_Owg=OnrkB=Sf)`T(Owz;C6#s{z0d2iTkWkEg$mf;$ZA=O(^W7gkI*v zB4#=3cw&KSh_$66$(uY3e>(G337t+@$wcyvo& z0*)prkELaj#$NXpju3=Du^>1&dn|*`iL(%5CTEHXP_r=6fk{~#MVyUj@<;pNJHiPo zdX~ntr7$uGbZJFy?=oZNjt6Ql({i+;u*}jl_>K5R;HV8VX7N3^9|Mx0vHIH;3k7=C zw4MTs>}`(MBLc_nk)@H}D?GXctr$yZjd0NHAEU?aG0ReAxc3{mHD<7JIJeb8_E#vH7x?XqUNRgn0wlr(Xu134DIC=+68l%tT(Gbnd znU&o@WXuUo2zL^=7|dn!+XVy+Xk9-di;7r5^;IUWEKQNcDY!}*g&M|d*fD-7xu}E2 zsL%3_mF($P)H&|upozl>`ncrc0?KwRXr!>xePYpuByxh>s+`AdhlJo%ZPOMbDk?p^ z+}Cv$G1$iJS100fGs*tQz13-&K!=1~f{&Per%|O}<~Fs?@zNB6d)$rKxlf0x(3WkC z(=myaSM`6li&i;66D6$(%siNcCP)P5#PLdT#A^akyKxj4M|In*M2T1mzE$;;UKiQu z&3;uFS#pk69O}ADDMCMrNJJ!p7+@Yr8Gd1;3h80s*#WS3HAg0S~T5vfF#aandog$R4DQAKG*0zFW|1%Ql?V}#zS7y&7$36+NB7Pu? zi9*dszjo~eIBxKFy13}rD#OKzZyYTJ|AB~iSYWx=POiWJ@&TDf?;|oTkEeXlE!(Y- zGl2gFq^785yv_Ia#Hv#UBJPWN;vu@G^y&T*X1rK=)0Z92isdFnPpOd1)sp&6-#@jN zX4<$yYOzi!no#(+>r%+!)P!53l)Qg~R{K_Z-YfK~boyt>7I+kXY%0bg+aY&aG_~kb zmOZNffEZYy#N#{J^WO^W-)DE%0y5{ZFyRog+g&WX7=4(0OdBViM841l;6ZrVdX&_n zFwOf~MK<~b6tm)f9`mX`iMtScmmhGTL0DA>3lWsL{8%75SvLP}(zE0aYKAAv2D3jw zH97J++bc7GzAJHJCHr$K%i(9XEk#4dcjR45%4yRwNr}hZTLYzPe~{`M&iBA#SE?tk z0awW_`R%6d_(V6zA#0uzoTJyoFGhPtf!+d;VVIe=GsYP?R8*W_E=NZMKmC$h7Ml=| zN}YDnmha}oe0?3xrY0=*@9dbDzHC1B-u{~J1b73X9D*vj_SF%(#-OM~B}A2j0N`ai z3oJY9jM~?j9%>NPcEzW2he#CXT^na&cm9eA0)?uiP>;)M8k^xWe#@R z_YEc~zB_{9aG-jy&Bg$q12)lqZ$7gwz}h+uqd+Ho*|Ip_#BLC762eg4asG{GuHRHJ zz?7@cyOE)%dF_vHFm=T`ID$^9San{hp(6%$fLUL5=QiQnkv{+HTLaHERlQ4Xprd{55#^puae;Z|7&!G}?MCSU6B`;~vs1MNyE%}vs zwXB$L4S^U7MjDf$JOv02dX=Yr1!!`1fh*%+7nRj>{h-A_L#8TTn_MZPzWl$g$z}oS zV@!JQd<nn68WTCIeX9}S-MB_Rh}c_z7a(MQyYf?J{2YhVd4wSWZYIW zXjD0vo?>WGC$wcy$89PS^$r6*pKYiY4?3O6uRQ`d4U!hzncf>>m2&)VBItMf+4R?@-3LWm^v zumn`oDD&w)XiNbxVRUv27{}+fSIpB07`wWnfFlP$vi#)DQM&r!9R#YZ^}Sz56(K<} zv<*)O3-k4j-H-=!FIL=&94)Slx|MsV+k>7;7maN^$b+(MkP=(ffNu+dV+ZAy0T|ct zd?nr&+RtXjby1D$@xx&srT`SJZXEKZ=4AiK;DXdD<`pteR`kJdI6z#mBpjm=4K+vg zO+wz6U4z_VS*g4*20}-zSq?ozbRJNzJf@i-a1jL6j$*{I5y2(w*T1Ltp9_hK(?kHx zLC(!*;7lgxWYk%yR0fseu=~00RSmL2(>i$s%QGFs$d%Xm#jbnO#0N8)pGu-{DBgw5 zLG*#$tAc5)l|rNzHc zy`$JkmDa2I@RBmcK`#;~PA&g!a9+E@y%r6LPF$%pd_T#c#xb)uiYms+^VpvhD9jCx zsZeh|!dhZWT%3%S!sXJ8UnB?5c9GoxwPUB0yQZtlS>0SeIw|%f1|5W$tBBJiAhjHe zH-VZ$FsXxii4e7rNYB*+5i{+PU3p)~hFa%c|FY#myq=f%eEI1TD%GnQV-=$b{nhlM8wRbfMSb_Yv0}!v*#o z)Blaxv@?kCb7DPYDzsBv)ttNg3Ef0;H+CQmhNH|cyUyGPz`5l{eenk!=?; z9rNAciu4(My1+Z05U9iwd6eT2B%4a%$ANvQ8Ze^LWMR}5rQATwR_SO9jtlRh>OV;~ zXy*YlU8#D0e`NfKvX2OaNx)P$4cFHa5_P)WrW=Rl&Tj2u)FLd9^*dKRJ|`VXb-U+o zXPy{S_B&U6^23Tv3M&6Sy8~kGVpT~cfoviZn2-k9NUU0Hv^VWJi~gKC{|q~06zHTup`Yxvs(R&=UgdMXhW zlRY$O6$Ljr8=uOb&$gg~FT%}KV~ISRIQ?X)EM*^`HKuCgGLJgNo28GG6sD!axf^); z20%Di`9mO+Ml{`SOPif* z>&r74osfK{CbhPchol-*{I%BTg2V8|;aPbOrUe8VVi_NRlG~49Kbjah9Sf&?N@1UR zebt(6`_$awS!H;?2zqSgOS(dXlT2~l64k^SuZG8StFiLFQZ<9<~Qz;`lFgev7ZADb@ zX~g`=?$_;FqiX?-#h8A!qh;x+*2-`93O5yT>#14Yp z^HZX3CaM23)l>=r&8KhO+chk6fE0rIqpG7%dQY|wkc-1x-(IL8j-~rkyPXV2*|WU_ zR4zbb-kzT=(6$p_y2Z51H34gz(&1U*FSbctagDg4D_wQFe&#dSDOZLQ%b$;&MS=3(9F5l*RJbolvUh-CA)$R3 zGowmf=UkFEr(^F=!L_-wqhOOBDL0Or9KLl z-bI#-$R<5SDIkOPc9Jk+4zB<_%zInaB}0wzFmy#qL`TujQP3%kxH#f^<@P>yYJ1>$Dp( z#q>StwBe)q`xI%Z0aqb0IbuIYHfwhl%ls29;zm}yoekCE92CKyZFp)PmVRJX)fU?= zRRr!#nnOhyyEVSZ?)|sOzK~pKrF<+mw5qzpHXACIM1*)YTos&%OKOdW0UNJ6>fS9f z*QtFYeY<<6TB>&v27|METN{@3r=Wbo7iWS0MYJA+Ul4urn5yYiMO{l5dV#BsCghV^+gX?CFRmJE+H>`{%>(?WoD@uWS;+LeJ6SAtU#1mLex2~ zlusL@&0l@2BK-8ZQeP!Zsx_oeZE);W`*cb>Lu8fJ^Q~U%;mV&uGfx*SmNiAU$7XX# zeG96TXIV9r(s3Up5I~UtMQW(bH2M(i8SPU!_YYVF-Trx(=-FtsM4AOg*~i8kyns-Of;br@&_$ z8QIwG4oRhzVJFPs?MYmok(;&O(Oia58cO~tA;CX_-q-z@7K?qulD4wcU~<_PCPT8bxnSkrtrywa0&A40^FCF6-`GpWyC^WnT|r< zLHJ;$Ms>bI?`Dx&%t>zK#5`Ppnum#gzlg5ORSKT>xeP#qv_G+xxpt864z9M+ar2k) z_>P>{cuDGYMr zeVz{{yo?+E{M27R7=hOTd{3S!LOad$fQS{z25s7dAZo4RIM6IjX2FM){8M#$WGG}uCwW!>b?2NO`=!BMQ-nLcr2Wf1oP=1u23P+y)J(b5Up!h}HtyJE&Mj5ZOh+m0;t0=WE z{Qy{jZ~%Tsb=zTaNw5)1xJm5Tp0Cv4k;(C}S~Wf8cl;jtv@exr$ZTR^sa+Z${|iQH zWB^Sz`S6&C#SD#x_i^5F;b_zj1j^<%z>~&l%Tn&Zu^NvQ^v@dL~I9m4kEEPWeE( z9Vqo=Fc=C^5i@-F?Od^>7n4nPg>19w(VJ^dc8G}F-tyQQgn1<~S?{YM))$|YIi3O$Y@iA1(hwNmA8kmocG zg1%ERiFkb^m)>`abq(ok&yuOVSpAq~=^5IC+#KwDR_{#-#M(y`Sv+ZT65=;Rba4rK z0>m2&&AkQl{BK_NeFExngtl?Xv0ViyqNiUrxSu!+{}QD5qSR2_Tog17VOE|I!$P!_ z1doipgT%AHcfUCwG@Y!iu+dCdkhwvRsKJz)42EvCG;qb#1AHVL$4l%K*tG>9SP?^C zB_}3eamT7@$gheO3C%6CUnU;IKs>dZY`&|hU;DAK7HcGAmG|L7kft>yt$0S+W{l2n z7d(noN2bRobhnc!_MK?%CBO<1FkY>!TNJ8oQ>QK;NoC#)mV%V;Lk7URpz0gi_=gp}H{FHubeps}(@8l>+_rLH<9kb~Wn^DDX3<7_pV4>c zt`k|Btqr`+Tg}Bs-H|DC6boKa^$KCY29}LLdQZX&o;^5>Sv?9Wa2 zfpu&S8232S3Gmbz)%C7!>WdAUncP}*)hBD5x&2aBl(fyLW5w7HnqFXx#-EtW|KU34 zXo^aKEP+_5>O)9tcyq^MRWb&jATQq#Cx#E@sr?D=-Fg%mGWqyGYjX|hY&@k{p6nz-yoq!$ZJWXOU#u>Cf#>mO0I>< z*_vnKDn4DdtWn4A%eASPJDJgGdq7~kak`7ihlBLo4`2qGe}zQ^fUN`Uw`Sevw5$1M zq2lm{Rz5e7yBp4G1t6~-I-glU@fI`t^s z%$WtH-RYlKf%bQfw^dlLSyyZyT&79pha$X4T!$`Jxg*CTJh7**>E^YoD?hN|H5grb zZ{!CY5Ah8-T(KX-S52s3)Y49gbA16HO*qBNNc~j#++2s81ZWZKzs^t>s@|0%l2Q4L zv*JpFF2Q2MjwB+ALeJoipY3VsXtRh2)%9d1ZG>J5yq)Ad-k??;NGRhA6dq6gF|Lvy z;Cj>Xo)TjZP>v+%*2T;ZM>7^Wr|=v=-Z;cAB0$9dH*05Dhp@9_*=@AMO4C&ulg9}% zZh>?)a6MO^OkgcPRLz&up(vka5vy}&zhw$0IiF-ki zSr=BtKlB5$gp}XDs=Nco?#awEZkOW0c4*=kn5WLN4%BODpd+v;0bumVy=`4MJ3a^B zBPE7$mk%+eVDNfCIdKsF83EQmiF{GMzcHJ4v9(!SXn0cUIAkUD;*z(2dpQj6!C_Um zvc&I_4{RGGxL2KN5s_wwyucS2H=+(i&IwLNXP zT7_^48cQyC>8W*lC!E6u^x(T&5)S?n5n zMC&m7r<*A^Y{j90E_H+kGuM?(=Hsq8+}U48dwktd(V#kX>VjbVq;Q@Qvtk7uX{>D+ z%XBKWloIeQ|B#C_`0=*lp>$e9`L=bfj5jd{0(;6ehMMM#L1Nak%PLW{3SmgNFbe_P z3O7XR;df?$sK7}F8oCiiO@6u=T%7EoFd$K^Rw9PTg-B&^*81EvpFSS;M!!aAkWzAs zF%X?_r%n6Nas$>1<5}HM2?>d-A&KTM+pxC?uxl*;8kE{VSwF?OOtu*t^%6$Ym~=i`pq){zS=-WBsZ9bbe6 zO|+B|62%il7AIGbq((I~zLq|lQ+)=MynpB{D(CO9i~kk$3Yq6|vZ=9;m7PrO{lLLU zOAtIFVIYLe0`^djtBU$ND4LhCDC{BeUOUQW4syJ`?3{dks~&j@zrekQe6cp_P6r{h z>`m>p&cYqSJxTDM9V1eKS6J0ad39NXyoCIj#)f2v1JA@%&<_Lp;{`7rQtU;cfx?e9 z8K97~?Qa>QG3WHDu^Es*Puwvzsyyf<=wYjaJ5`-B$zb0&E2A+u3{GC=1i5 zkPVOtJ}p4mA`;lC>oBx=8Eb+6ZH%lg7h9uQ`;jwKjbkxkh#7Tx*etrXUm+c*iRCObg^oQ{I;Y!F({K#E8#csK_Vn}KLA$>q|MIISaoeFUUo47FVU9+^29ol8 zSBAbq`doq#tR~hj80$2_t8I`NtNnpptr!|dEZ75k9uQ$nNGExUme(kf7<^-Y`&mG( zZ(p|~$^|6y?*L(4VDZ_TSlWjY=HHrYAW?H%pgmu{TPaaQd*}!CSIP0X@A}o>mD%|P z`>+iS#OC>gnfMDc^Y3FIF2`?PrZ{|pd&@*+V2|I}9xUMoNF8`9c$cX^ivYH})r&PSZXiqjniC?Zi|Z3<52aVa6!uMdO}TnUkHNWt3Tz1|uIQ|m`sp#6@k zub}=Sor^`w7xLb8M>30(|L(2Ri`>|A00n`7?m%^B4-F|@glYy&1XWai#&>xO>1G?i zr@BT|%t7Czg*)(%9`}Wd)*}|VQNiTPNH@SmvDG7Jep?hy%BKG7)d#v(QLnEJnRtJZ zZhYMHXxfG%#KJ^BL7Ay~wF9gjvh-GKZE?f81R|2fpSLv47gs5%4$OG%777*R7qYZR z^=|2aEn}tBR)l`5xqlsk-Ht3n3{Zm_nJo)n(52$#kd{3*CM&x{o17*f1A=l4YM!WB zv^w`J7kS{<1#K~Iny5xkjOSdrl_m!K;#c%rph-<%DPh-l#1_pUNOWGX$a3lQvbnX< zEoAT3oWd6Pm;|#mn(9c#%_=&mFvokM;*B`tX=Ynw>so}F;y$~}|1btS0udP1j>sC) z>kn5=laB|2>Ym^i4NP~8HK`_i?aGV&Gn=)|(aLS`05a#)8>57ciJOx3LjAa{ z4)3hw3fDGIU9y98CvC|BK>p}ztx{@$rbtJsvTn7UmeDo*oS_+dV;Trhlr1)W{eJUD zYt9iPd~qR*lGKnm;xS{_0Ssoj4uw9Vcg4Lu9%;;{A%lt_=c5x{AFr3dJR@LVriy0@ z(5Y$&t=wcbIuC-(iE66H0p3i6-xg68Z2D)(Qd@2U5VqeUIG`)N+yDYX$vYO1S=-P? z8Coj^9nFnY?4CJHz|(HEZE1?Y#$J-6%nZ1LBQ~2BhC#wCfEFKO1$LlCsh#lO@^}3T z(e;VPi-lwWq9cYoE^-q0WMBO(dyhEjTL|8<2(*jG--OHh4SED;l*MB$Oy5RcC)_&l z*ye$(`xnNLzn3k2&F$P#HM&&zbbT$W8H-O3*g7-bj2X1JK2C6QLecH1zyc{yZ{FYR zc0HA7xF&XPc~`Xx)pX{nRtA>yke~~xJ@WKyJgvTs8gbDv0`Ia(SQG$drRfj|HFW?0 literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif b/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..d9cda50cb0ab8bb812a57ff0d92a0a31b265a9bd GIT binary patch literal 1993 zcmZvYc|6qX9>;%UrXhxmt?VQFHpC&augx$-CHpp%n6Z?7d07%;yTw=z;#dzy$pe-p{0zD6RMuqzw0p{pAP`6008;H%x8S}SRjoAf#W<|BY_nV0HDlo1OX2u0obud z#6iBRyrli*YY44h5Gn|}>sE-Uz<`?wbv5glA8rgF*Q#;=IDpgurGhhv4RSFSS^9^U zLh%b15tsR`9#Krh_)X)X6f&vglD<=sA#!=J>{57r0F1fJy&fcwQXlCw+l-UwsnSSyX)vuSCPut>W@r>KjlNsFDFv1tpM z6=q}h5`E&EGFP~AHt5>Jm`Xj!7e0#KYU z{a}y}9Q~^#f0?~ASkv;NK+Q)u?lnGVKyK)RSHl(BeCPX*=lQA;I5$`MFE60DM~kdm zG9~FL8wP#sRI(+37e2T7P3=yznR!TOi12K~Y!vny{w?p3~uCh41x)qNMlqmu-q7?zeW z#l!x6bWBq4u0&T)=y((1mppAYa9yfmd|DS(7)i<_*<3oZOUEGdqmU~$Zr#p(^#&l# zu1QVl$#o&hC*rVsQ_?#xDlUfVsM8uJj}_#>U+{DdpI`JwRm2v;tyE>~-SX{K-nZ)x#!;LwcaaZxWmXYc3b7dS9idjUw>C}?{h|wuaX$l z$T_aDM&MUid-Qgu#FYa0n+hK+zkDM#y=L{(Sek$H962D5-jF`?8jJ5#@#J5f&z>bF znf$xSvBU!joh%cSOj*m@FCHv5DDn7e?jo8ky+qYe{M?qTi2P0_gN-N&43S2z;HPnL z4+pt2_d~wV`rJDlgPNI#fie-9x;Ck6lu}eKHN3u0tcPpi@}`k6HdH1Rb3NwUqw}fh z8@k!0d%{ROzr*jrJ)%#OEt2gH^s>%&~Ep+di6nKisLilB(Fo)fS%u#qRz@V z>M63@s&V2J_iXfx>)CDY>wAM-AgB`W!cZV8rD27kbwNS!gUb}l80V7~@KY5}bF{?W ztj!XX^u|Jz)2%ChVl70&QQIhb!PAd-&erVHg$FfkC@LkX+G&93f>IbMyD#j9yw$7s z?ax@!*Ikj)N6i6P@1P|}yHCX!PmezCc2;E1S_i#y_*Bd3&-IIH&@JD3-KEDe1+%m) zjtIROd1DzJ{A@s}3H&!f_FE<%o}Luwt4iIXG1k|ALn8x6x~AdcUK1rsXUo!dE~--P ztU_vn^AFq=SO+0Nk4A>FEJ9O%V;9Fl#Y5peds@{Dp)5JvBQqby4ghhCEl)Y%iC(yA zx!OsPRg~1Oa|W~P=!OT=FR*SG{mx!TNGL6h>H0G&G$?0Rr{j4a#q|xb=wG_v7HnBX zLww?aGCQ%Fyet9T^KxP5U;w|BC zLr+HkY)6?kYR*w+iT0XpgP8%&?4p+5-86>!;|r6OYl;nc8t&yp;cc$Q)8ls|j8#aZ z4T@w=9jnCEb|^M=VPsdfP6V=;V%AFks;{1qD7$#5mX$#}yVDj6sB*t}$!EpOUNkB` z*h!H}utg~_28)JwZCr-sq{7kRrKPCqYfi=e-i^YK=fwO?Jh^BIMaUQZp# zi8vFpe8XEid>F5N*bzG->7kMDJWw}GN$|b>(BSUw!NTCd-3d+zPH=a32(DkAbDp>A z{P?zqzY_BQO{pfcRH$ z{zg?82mtx3w0{?_2?GMi{<6hCoA}$raRGo3EC3+*?{h!ie?0(zTI|2{fBJv^|6jZ0 zsm1>pVK;&PNB?2C|C|gG0094A{`)Hb@qq9(Vfg=yBiDo>0q_Bce-8-`5K9F>|3|<0 z!T(1YsI+9&A$(jAHi!mP3F7HsZw}#n_rd$Wt~Y?bf$bTf-Jc6UeHm3jg8W3XL_|YI zML_x6M`s@cCvTY&T(@hQhkdBhjlj(mW!0H`u<${&Jy0J$9I6nb?hR316O^Yv|V!RG{x4(;W^9uK-GXuJv>!fbqA zZ(*R965k`Nv7|F*;4=QbEkd+jv+5c0-U*+Zcd|z%8~^u z%p;S}jg+F^9yy`jc@u>qM*ox=s4-MNEv*T;uQcJoa?;c3pvJE2GbuOkC69tTZhkBL zf%!yH;~cxNgu*Td*^Hk1@czIApPN%8?7A$y= z>PdIh?*jZN^h9(GZ43EA-T7+R72SI6r*17*2nW32J3+z2FTOr}*l%~X^+%78*f!Jg z5lD4eKU*K)5LQBmCq&ZghI=yHGEv7KkbnD5PuZ+UtO?IqIM8D%Fltt@ihx5`LdO`^moHjp#dt_x;nVTf;au>{T>0f6U#(f=M z#lO;c?N)%5MUT4|9hpU5L%e=*pEXpk1{!)HJUL;b_+}t=Xl5LF%b9+bP>HM$UO3_d z?}*@DP}+&_)O1Nfdw}`z>LMz6l5&^N=cx-U_kmON`z}?}!0r6^>s<&Vlcd?f1;o}E zwHg4{q$ZRq3{Ivha?mOHigcJPo;?{v97vDDXkr?eQeSpId-*g-HcaM4Le z_4BbreV};T;X4u@iKjeX_%ac25^%6vJf_lvu4aBrqXl_sfdUA-fuA$s zngXzda`kTU7tWx|{z$NAfMEl=%F*=%o<=3rEFhUPLwv@hqyGMpP0~N#b?&=Q`BkFc z&H|kAB&!sXi1?lTHnMP`+0+O7@L#Gkdb{_`pCL{YT4{iip#Uao6B2l|eQ#+anxihT zea*E#1_8?}N&OwV*wYnOOhmQ|ts_fd!IJwKFOwf3`<(p?$>!OF1W&p{IiGY%kHz3d zj7AZEMk+$l=S_8tGE)N0`u@*ZKJwcb+rs`rhaHVH3Bk3_XSfyD`0nqR|A4pdpPB&U zVnT6n?WdARIH?m&Ar#Pa$EaFV==QcdtLdm_&?#R z2wxH;x69@{fXh3EjsksD6DyX(SFht30bGT0MeTa_LL_fsV3Oc5SCK$_T%*>Il`_ED z8a$LyRXc2n&F?_ys9Gh6_RF6Dn)oQ&Y-vr~=FNKCU;ui096obL{q%3ONxAzx)EjAf zSV0mi!xH>L+I!%+!C@~OWv>qBpZ5DAa>fJ8s|s;PH(67jGmzCY>U{Id;+<0W2RqKG zTcowXwcOa=nz(~QzVaD6QhoqRET)0rGga>l>NobK=mmoE*0R=-4e2Ai?T@7(xBcgS zQ)E3nCOl0{VR(||`6*$>g@@x}G=as$YrLz_Mv@x{=7VdVBJB*EY0;H&bXtzTUe`OA z!a@!~I|pV4tc?gqQr1{kr4oe!dGs0!B9g>-BT4Nv)@OG-=ZGKQ<#@_MAW|5}H-ccr zpIi>5<~)yJL+y#}1bykA*=*DH*WZ0;4Wb z1X~QY1=#i^ec;9eHL#!6s&MhLuVL3|DKSYz#mIoJM@ijUB326{bMf!(#h=~dTdsTw1zUV zCWsmCtm~wb&snA{gT_T%TEcl`8y$9NwyuSxIyE&BwPiT6%XpNeOiyjCvWhPo1TY6H zp0v#@##d4H0g$Hh1t@v-zule)5N#)`6tj_=?2K(69~47f#IRJvvqg?`SlLW@(n#$6 zudt#oW5q!9;h()4O6sXK4nKaBWlcDh3@URPcpS|*nyGYwL*Q2X_GM2K^CMMa%L{BD)Z*VDQjo%*mDO#h7x$n zktoEpK?rzcI;mS*^a!NWe0mTTfgZ**FQ^j#eL!%xK5%RX%BU4}ryuUID1X1v%7*}t zA56&VVyCR7%!M3jhc9exC)%-x5x-X3F9wLP24DPO{l4lD?pwQsmBH})w10_t2zUId z@drzwC3u`Gju<~?W_Uu!{&{b|fm-1wL9hmq!a#x9lNFf)UlN}DF70nGPZxtc^mnVU zL#w57SL-V$fE$c-5k;k%S${EHOs6SfOL$z>>8O(WMrMWx#CU8YnxdlaEbapK2#zOU z)ql&{R|Pmj?WC&VYl<^U=s}9G%M1FH~iFVZpg2fd?%OCk+$D)r(GCUmX}|^N2l4u(F9k@Bmk*_-B!Bo z;M%qrr)2PP>$3Jrb)P~EMty9V(nmExbg_@H-Atm9(Jb;}(pf5^uiKBTH7;B(#@QHx zUS-^HFuy$T@d7u3OQ_Hk!uM`L;lqs#%nzrLQU;+#--W0GIlx6ri zO#RBuC8Z#%1r}T;G1+BZQ-@zo59R^*rJgaJR`w-qZlWk|?=-hF7zw!Dey}PRZIze! zaGHsTcFh^XPBM~|X__JHY8$*4JRv*Nmc0PIx9~JXrb`FAGU21tr_0oV`w`;7ODx6+ z23$fVHT8xmI;?xwzi=K5(>;MfoV z`(sRU9Z!p~oplYX9DXwrm<^lS9B;_a8aQFH4p*?1LI}6_mco=d0I8lO!Xeu2u0TZT zcRt%x=U&b>)*aJ11*xMohA~C9&jY{**1XAuZOmsB!{+}2R4JD2uWiRS6dQXv!6XAMx+?TkRwkVeC_PnFW?{o*FuD^0llN= zXnvhyayowvZWN1X%3Gtd(!`Y4-nr$8Xag&UJ?uqmOvEEHPrULFHjcPT3d&K0z7MeT z>ZF{g#<3cW!^gjzuG_5@ep=huJKmr*#Yyy$9{_ciI0tu96E_9Nb{k5&G8sOO_2MqC zs(yA7CjLVNhZ?^pi(Og-pEUz^)8MdekS@LRL*HtTvgeD&=V70R{rqH! zXZv88gQ{pwp1yNAe`oO4u`Egn^3&VQ*4EO<>jWMyJ-C>i7_v&hhg4ZwwK1h z^p1fW+go>y;PMsiDb?J)inv?dIEPq!|F1uDn^}vaEOqI?VXdI2sV0F#Y&Wr%q}D}% zQ5bmJ$n61T*uY)SS4MnE1&yD($WMgzNfPXxx`Cb@$39!VNS?s(YE(IlReL0eYccWs z5moN6ast-oF{s2ry8RUk7mvJ9abB-xn@T82-TTG#Al|3zHj&v|Np)P=auBtWSO^z( z(1#XH+1lIcLXy5P+8xcIWZ>-&okFV|u3kfV05O-Pk<|%*-Z;HcOw#71k};7+1@}jdmO~wQr;v3h)&W| zdKPKK9NR12D4J1tmUR0%-3$;dCl#b(zUL(F!u(Z-EDbxsm89;B+xJ-XXr&g^j_}cC z4&)@;$95EE%&2=Uu!z&3eQvW3&-;VyIK21^%R0Dvg?;}Iwj!ocGbip$Rw#tb7k6T; zv$V-@T=yoVV!}Zv0YM`CD;qQWz(_(Zf^kmvo4=x#UERxS=RHC2v(rj2*N1I-eSOdU{tw!WBgYWkQ z3>aDl#9B|~NEo^BSe(M^*=<;q3zk$@qq(-Vt<_1MLXA0!kO1Tyr_M;Q)wlB5+R~G% zABg}%UPYHaankuh=TV^r53Z4q@*G`1x`xwMwR96JjJnVtibYCmOX;feFd>$ElWLB$3&O&~gfPL0p+agSBjx z>;Q_bsGTHTv2FTonk5=_s~IzzR;o#^nu|AnKNglhEPTlq1f%fnQ-=9$8t06ScMdQE z9J6EC)HEWNO_V>SXf(faVbvD!IHp|^gMCWbUWP~&E5^pqKH>q!h0m<-Lri%gfH6yR z91tJrgs8Y;sE28APk>w9v=}KAYJjxDU|x$d(eR;HwAoqntv}gZ3};LRHs-W$DmjTH zdFZiMd-Mo#j=`V`f?Yn`^SdanzDZh&7b*HrqaAWV3JgI@7t)OFtim2Lf>J>>$fp+;7#4yR-? zAw$}5*XvA^q-?!8)Ex*ae>IL7W;%)n$cXi*6z}e1Re~-#78Izz;gYGs$LIVewOw%K zCf79ec!vB~$*6YROrV8Zf7VVAHC}%Z@%@IBVdOZb&9a|gB%dPNUHxe5-1~Dh)}CiN zS%4qzgKHOqSJzMe)_ZMUt(unE<=K$G`urH9fqawV_=jo&(%qC zyta}rN6K^z9@d*%|9pU|z}*~MuZaqPCsw4LAJO1#waNI%u1_vt1sQWC%{M~!J|^_I zS(`k8aoycDdL}7F?5x4RB%>PEeJ?&rmvIly$;I3^eOs0s2y=E@(R8`nKTG~V`*Ki| z>)xVRmtX6@5ahNHPLR8RF_zg8abhnziCi~^(fT2~gSL~N7p;o}47$^l4-)$2k!Bih z3orK0R(;aZlYQv8_2S&^>Nc`i4ZP!c62>JP&nZf&W92a3a6i6OqEet>(!qqk($@N? zBH28ULLfo9kNLdOL%)~o6TPdkvECYn9~yC?8wL?hrFf+$pfw~B8=D&0YHYU{M6FNd zub^$Of;aR&6v#YbXf8A|xFKNE{S9<2TNNG_9vl_OM1*ymAAA2~^>~qX!AVk1KSz05 ze_E~o?Q^akW_)r0Zg_x7U)sDtV7mPu{a^i?c-yNVEJKf*%Tgfxe+f1w1OMBKpl&L=oO;IFOk&KyLuLJfgzoolXcdx9i8eDz6Ev?uP6)C0a z28wEGFP_=rb!Jqs-bUDGwKuFBD8_AxomW#YUpV?w_F+Ck_rN;thy%dzgL*P=!zCvycHUk0!g@42rC z_ZqT9@jF)BB5{jcfDewmh_m$D2lRu)xFW5!0R~gMzRwd2A2VL7Osw7rzVMMKvcwwb z6UasY!@%rv4g=BQ_c>$(^HBT4K4PuM3mM(gQyD1KV~1^4l*$sVJPVIBz~4V`PC2B-Kq|@|Gp()J0vY4@*{rHGVWrbow#}1Odz_2zWv!PqCeuZP`S^jB7&MHsv=9y!2 zdqg5hV6}s5B9-O4%?9CT=Hwj7VbP};5$ADlKZhJ*w|9;!dp1r5N|Km=CKR9xd-4J{ zO0(IqQfkg1-IECDU+drp!A!9){AJOKdTa~xlQQ4cE3K89%qPqj1L^BJU=!|kr*NliL$ z-?JpZI?ZJT@gKy5g@qx#S|A8ve;rNs-e)=9#{j&(JvAB>G0k)*<+XWbGvfsZc`@`~ zrKxU6lEq=``ZTz8@61*`b3BQ1k7xAzgfT!1aD4^;_e*L(;2OGDmyJz44L=F@R{ugn z{27gTY~2RatDB+ELSruzyE{P|XMWvq>C^1vg@kF;eyZ#3!h7`mffPeYu^_!B8xi{c zfYbt`+)mRW0R*cTP!NInp52sxymjsi2p-gpIuP6ZMbNS=rIInA+OmhLpb_CHtDd0W zl5Q2kGdv+OmwLp+K7J+G)6t}$y6Y5hD?C^Q~c2(Ra)HZX4{#eKZ@WGE9E?X z3+T}wX(=fylNMgYO>bu?%~(I`4ID2*az3In%kg4%y0Pwr*$C1M1@>4e4c3i#*v;l_ z%^HIIBy|kB){>94Y8?v4uDQAIRt3I)V}ml+CyvC&LPKl4nj+qL1G8Pyw~Xqy+8+QQ zGm$3FDi)L2WA^0@)W$MaK?kP@Tq_MU_H?=$@=d94!!J{%h>G4ru&TwoXET&}E>`T7 zFNduX=4=lfd z{6U7|_zoh%k}$IX%-P_7GU(AQp{DjKFmB;IFHo1PhzRMGKuq#;RyBS{RMGBx5G?GF zf5GPNVuaC^-oy6u>3$(%u@~>Rj{~+LlQ>>os(m?AQxOKs@po2FM|{KkNQV3jApZ8d zWxO8M*v-vA;#nZkyiMMFbAlIjZ%RqVHf>WOTyjO%)J+*N^M|@PjZFT?9~u&~>)3=) zP%m1zsJ+)IEj7uTrW$0$H;`=129HRglRzHIxXU?}U^AgxCn3*}s{_%bq& zu>*5wa=a_f{gS&jg(kc|#(Aa8xLT?wHbf86ev7Idh2ksDbJFNRAbCZmvy!^^J@nnc zM%>2Al2nMvuLY2=1Ke6R(o^=qYR_T<0(f(*%4rQ91a(xPq4W}X=&Wx)Vzb&!SwKHc zMce~}^MbXuX9_wH?kwxusQ4XYY{E>P!s4n~7F#Byn3}pRC&V&`rLkHjoIV0DakTB$ z%2=Z=;&qSIq3R{iTE{i0-;h|D3mZ7K4{gBv=`z`9b?;dOqQkFu6pjP~@jf&_3&=XT z$xFjQlN}&!EwWCA(ahHAezS>$$Vui7m_i6J)i0H<@B2u(uN&$ofkj%eL;+S~^qh{? z(!@a&&hL2(3uisQUy~vo=6PnC@DQRAqQIZ{L(dU5Q*OK*%t6S-p#6i@O`iJ5U}RA;(wL5)071J08AiA`l@)?aq?g&&r&J}$BmfZqLYlPcc{|Y%W+hD%aj$g| zYC_vm&>Q67q@ECuVV4?;sR(b+(sz8(=(DP}fB%F_y(PpI&a;A75umQ6Hhq;e)NZn) z@IV{9tcf0(wNpEc*-|DHp582q@)G|NuPwel#s-VQj*w3@TUoa77+mU&Tigp3q@E3_5$(ptzQ4-;Hl0ofAFcx3w+gkym5{oo;wEzuz5GM@(X``Kp$%z!Sm zzEiilE1<>1MWAfvWS^G(JCxQg+jsHyw_J9|CqR$eE1HVKn$|#sAGN?~$uEDaD2Z6wB3)QKUPdqY+$~%!6t;Nkg*BFDu*%=HrW*C{lzm!(2%VXOtpmo?DhVNkl z5di}D&!dw?jtSQ*5ChkBCY~^auj&kl^9-m$d3fZq_I;N0_Bj1l!Wa1&dUnO3te_u+ z!fFzJqsNi|0DeBhyd>;WJMh4>@ts0GoI0tlXwYZ< z8dV8*=;mVNNB6{S44(~tS?+=Bx~~Y&x$bcl0vPYRsS2C@gmjZP*5AlGg$^xbaD;Gv zUwA_qb>t()O+d>_tP$j3H$rMsokqtoierp*_0#IJ36TxlR_iWjJr&aPGgEgJxd5S2 zL9KyQ9~=PWX(7kO-s4A1sV=+j@9(os9nb2vTZuQKMYiH=V zxVB#c#Wa5C*n#>xH@s+xY9uXOc$HX2*ldXRM^icNEEFQW11 zd>wS{(wp~3D}~9A;k&d3noS|??B~#iV{&q8vDQ!+k*$69%bP3e^gs9an~O2-A62R# z19E$f`0)VrK=-WHlHRX>qP>>DLP5EeNL*)kN{;G_Uq=Ko)WOC?KT=js8r2@gjZylF zk${;-7SjEkZG8dEDNGamNQ1|6e`X74R%&MiB)648JeFMnY;|8BhUKdaL0DJryg3h} z0q`+$GA&#DwyC^1yB21_nepDB;i0#0BUBN%d1g+lP=ClJJqYDDI<2c`AL@>GFMMY^}buMyL%hpIp8N z!Xo>-k|>x?pHxSd2t-SRKk6>1aA8MP5`8}}?m7|%T9%+Z{UF;yhLFpHD^|KM444E= zmVbY3S(IDdm{_ju2@(3kuR*C`b~q0cx)GrWwdheB``o@u{f#h(9*O-*cxuVq9~jQP zX^TbR=L zlaf(}SP1nHZ^bd`tKvu!8!r=(vkxZGfUAQ{nGADYCb@cM*!0-OYso5nI+D8JN z4IWo`9mI%uNLZ?lM`&B)C&WVvF)T=Rog9;cror-fX&%FAM03ez?xm;r_h9z+U zRBabXKEZ)^K}miO6lZT5qV^E8s#(|Vw2yR-y8R(K)JD}pu|rrlCIMlDLrH}6#t`7!|t=D%G=$&bT!9uBbB+g;3Q=_F8{@UChnnaZZtQG1b(kAHiEUBDSLd-8d z7TNtC)KM;p%se?aA`G{Qko~&LDf+7AFR+ucx6iL3#K2PGf?}* z%R1&e*dX#a2BdM2Yy;ZsytSE~{hW7KTC%$h*}N5E=N6Sy>o8%qF)5dn>vv*Hp*Ef! z?-n;GTcx-4K8Oc>`ve)t@PY7a*|TM?kX#3OScH}hWAOP7x37bICzy6eN>z45Fm6?G zt}gLN&8v0wxMDHTRlq2Vn^6#0SNYCw7q^YX5pajxV`Bc7A8&NHHi4^W;68QEy245?A zdsbcT&O#sCBPWWqS~TaScE|YGC2$3i0tH}&w8A@ZX9?|UM+dl^qQdQt3*!TF z#U`uV^UWN_4jr@vxlDO=yNC!3EHjcqp8=4)7V@r@ZArq}PT%nF8tg&1Sx|TXb1DhN zt2Uj`9O1~Gq4vzWI;%ckO~m;GIi;65vLn=)QCxY782&95v}FrvqnKEyTk#NLEd30; z?q_?9h>TW4V-oo3*1c7NqGadJ4eep$lmbvY9@Ns?@XZNCM*U|tJ>&70)V6>ik2$Vi zkgNhvX#gSCN+Zq*J*k90{}xRFfA%;xL(t|DU6AlKaVDOz0ula%xI_QL30?rfFMya3 zd3L|cmDQzt%7FQ0WIA6x2W5K1qesCtr=Q(+$8p#BIjc(1o%xVfF_t${^c?=MxuVT) z_p$KqC|z%<>5<5r+z>(}YZ^RZkYY=nuOU!I%ZB+wZMt-bqYko4&>Q%7F$$-C_FfVE zMLr*z1PYzWsV5u)R)%Sx%K6&PO)&WZC4@9!G0YElX3yjqlL}P*xTUxK@3Yt^L+Hv; z=W!96HTC0f8ZmG-4V%5_CFwB^j*fBe{R9rcDG`B?ck9I#7_KQUd2E4*Ek_P>U40+DDrsK$;xXq7YA&&kVW_Y0qdEK z3E+8WLxVY^NQ=k)nuwH;J1=~rzJ?4Bd%rhvI>&rpl+@RcXu-4dG4um=Tu%T-Fsr}V zuke>-Sct5oQ$PW3m0Vz$ZET&!Svq22K19O}5_3S%Dk<#vjiRLSHy!YN+cxL0ZQHhO+dgycv(L?XxIJn4zqI~Ws#-l%TB;-@ zr~n`U000mG004mj0RNHuzX1F%2KrzA=KuiyUzQ&P008@6{?8ahKo9_sf4cK8Q2#5B z_P zfWbidfAl{L_&+-Z4)C9%|HJ=E`yT}YsSiW@&wq&eFmM1g0I+{s3kVQP3;^>Vb@v1L zAEhK#6H_AKU?HFfn$@w)SDNFp&fC50@Z{3O!#k?Q%Y`PZy1sa8Lc4fRZP zHQrAR7T_W!n)8-&#f)Xab*r~Y9E9myV(=4GHnTZ;yZp%pK*QET4mj4LM+i{tDw)HG z#>4S`-|WXKxm!#it<_;VQSwyBjy=Z+GeN}&(t9~T6q)^R#1aDEaLdA zIh)pPllnZR!G3WwRApPEx-{ylN;7T5<+2Hc}~zpt9P0pLa=LCK(QBS)P9X};pk;>4b3qTJ&ErTF-4GWy;Km8 zslI#?g)C_L=@JB@G<*k6snFy4I1-g$)ddB!5?346wR60?o)Am%N6|`cQ(^%O%{JLC z_HGU*0vX2mrNAthXKpuEeyWZpJ(5o4wsj~%&Ofgw$JdLSb3({ue!?Mf1?v9O_p%`T zEcRziZjqH$QkJ{NMKmpAuSG*YVqb6wMc;lLfURDZ^x8^X1E{TRe_?XT>Zx+f@m229 zdrYG1=ST6Pmlu}Z$h(~H1_tLlKtoxeax5w=?Tnj%YP{0RX$f!KuFD|6cCZ|29pdBz z`>U3Ij^0eogUkgjIj!NhHL_$qY=V7Y;Kb!$pigedlqdSv%PyK3$>^3hIW+-qq#Q}4EjLZq)f_GG-HPha@Njf9R#}yyOP?f?!A1aVS znoMjdM!tbmOCW07le4|`g`Ec1hOWK&NHegZ#&GdHd$NWa*Y>rI@IA6o%z?_#nf4Mf z!twyiWfylcw0olOq0qSkFEvF{%S2|c`Jc&7qnHM`YdBJd77goYN3;&Us^JU2jE7r zB2(QnHIs#8l>aVsZ8VTG?wiIerc4YGnrzg+v2sOu_(L`p3!w03fT`J!l+KVmR!h^h zb%mWLZ&pGvB}D7JG&Us-4I;$QqFW(XYNAp7b4KP!^A` zwNxcZ#>N=0hq%XgO|fNcIpKIIZkez&RHvC|B%FQ+klD6%cTHfwtALkIY~a(vt_(K| z;gw@HV;0rJbU^c>a%s*rrqvO%$v!5x)7|Jk zHY35}{ymrzm=ruB0+x2(;KT>Yx1cCpf4!wHplS9jW9tR8{5~M^LY8^)P0>2W$b@bf zd3O&TL$*A#;`>U?2uaJ6Q{YPoATlt=qTl6?K2YnK(Zz4?a&rf=>(nlzE;w-KbbxQ{L~{>5o|(0ZpBP1(MW6Ll+`ggog~O+{G#K_PRA3! z)kZUfkaTz1(>@c5J)>@pi_!Vl1Q=}x>`SNy8;>H=u}ws+tqa~D=xp2kf>g+`D9&~J z=CQEA5wEo%!102bZOWMLoQK*j-y~^x#NV={6~Ja47O5#*;6%;_NUJzBU?T`)6qDA3 z+kp*r0D3ZRSiup^&g1zwUcQlTh?v)3M?sHIuo4JZt|WZagCZGM{8M(ii?!ZRo&Djuy?;MB0r^YdAP$&+wcHAqN z#h0hMyz!8;nre8BE8D6r9ABx*<%`r36Da!?m6UlZ^x`^7NKXS%F;^lZK2e-k$%IkX zz7VMl710mTkh3o=Nsm^%pG>c!Ljk2;1#>x6%=z2*5dLduuQOo_fWI$PVCoHoBS)3E zI6j^NeuMqE1VX;I=_UV)krmS8C1T5Sb@^2II@4y=`cFs&TDZETOk^ryzzRHof_EAD z>6w)nK%!*wV$H z7kF5`3UpUONMEkamZ{bC^E*TGh%PUWKP|Kww<0=U(-Mm zCrMbP=-?#1HBV@N_U?XKpMt{hM_X#ik>Z(M0(C?Bbp_Vnh3IX|(d$dH`#hBWefFZ4 z42XVE%2Z7Yq71?A8tFH6!>4RlO`c9L{hRM^kF{yW6ET`yA~))QuyHF)_= zOeNQ78Ct2EDA6kfCcllc9?^`VD=D6a8_qm4RLuqchUdJ`)%mLyqvQNk#2IU(omH{7 z=5EXTqct&&Pax+`(S&6U-<=*%-rQ``(xml%JXT|V^Uqm1<3m?81hBX!xsoj6*9Qof zNqHh)X7H2-YZKg1pu>F09j-+2Y1m*}7VCV7S=+_pP6k028x70veAb&vIBuBqN|^zN z7fdJMnGxFqf%&m_9QkIi23z5su^OROMo<<0M3T@$ULUsy@C!M}jWqr9p=CVniX^-l zi%lvA-d73eu_x%}YCz;O*rtxTEnVdK`Wnr@`=%r3Sp8(v@4{vgU0j9_-NHBaHvnCb z0R4M}%USn(({5l|)}H;FIxne0utBKM%O`XSvAsjxXBvW6dI?p&GEqA9yumBat4H$S zah*fgs;X2YDHF>D)}ltFW#5C4Sr6p#Mc0>E62N*9W65UJo(sXC-AZTFJG{l2jMiQG zH;R?!IKHf&-EM3(x|xl3U_Qnhom{&E5KmdYi90|(!H;xw^U*72$_RGeCoydnhTvy` z9R0fh43imEfP&x0nnegre3?S*_bOWvixB{QUhLx=Lxl8baJGb+94Rj4QWEy}8mB`GP<0HV@8fZAJp(*oL;C)k+xWQ*=RQ0@&@(7@-XlMGLdPheFw? z@Nrtn@Z87(pIWBHy)bdt7OGcAR!7Pj&Xo0}BATp8bWU6iR*ci0;O_g}zHzO(T#gKR zXXu7a!MidkcvqE&WjasiDwnx3+dRNFlop-3w6vlo0t&5@{p^ZYMqk?;0)9mFDCK*7 z^}2unyc4sQBqltiN`yN-de&L3lMGqLeazo(%jL-?J7<0n(vXy~vqHab+UVvN1)sco z7du2t#)aex8Ey7RPZ`T#NhTB5ZqL)F(Go2y$S0!~46HrutMVNuNor(jfVYwxK0Em} zgO?wJv&tKTW@muGkRUvO;*wM75bPxAthr#;q;7n&Sn_2r3j@pN1=t^gUCOBkw)mR5 z2b{c+Ciz7OngViqkiQimh-TZsiidf2Rlx95`2$T z@KcZN7bMU$;4x?=k`O`%Lu6P846}q@5G?xSre)b*9}qc`pd*xgIpR;^h+88bBaw}! zh~Q3F?ii9(si1qskc=^9UOIUUJ#R;kC8<{>v<=147%siKr>rKaPVOH0j=bprdssDx zZwETrU35b;&k6XZdHYL4J^yr=llY11A_9TBI3nlcM$%M(HVKo8^Ikac@(l2XRd#UFw;`SS-j|SG}tP?I9zrA3m&Mb=7#Z*Z@@IJM>}334`s3?M1h% z+x3MIiUFe?W}bzY(BQdO-S=7kR5G-fYk~*H`F=1)p8sv@ilOM7^}l!${#q<3mBm(_2?yZ)+PZw# zr{Y;Bj0uk0wZN1-4L%@mIUKZjwP_|VA^XL z5+ZI$>#bR35tS~%{1|oDT;_%}!ZwLJ@nc;f)(Z%%EOxrYzK1F%7MVondkopR?(;js z5s{1_QX=a#-t9}hmbX34)5ZGm{v@}3XWJTV^!hv;2t_u$G}&CMKHW48ulp;M0?7Rh z5-vxJZ~+8~7g~b|&_Fh3rnAUvL&b>1p?QrsjA7AVa+lM)FSX4Js@wHhi zfF@{6En@z<$rA@Ph{r182bgYxY1joNBKX7KqmrtpDWTH2{D> z5kp0Kg8Ht^xVJrQic-<~g1g7?rxm~QiGdCcRogq7L%MXUzFxZ+W6$a*llmo-o3Ydt zN}(`urXo5{Tg}Om(eAHLC-)g1d-7gflO4+(`?0E20pQJ@9csPHL=!QM%^&7N*Fmw# zaw(mDMiMiZgrL-w$aw^%v-5Rn)4t2gA>QcuK|3~nNU!YPkWb1NvspO;d6fbdw~QMX z9#?VH!@Y|Gq?IND(}yVmQVhe8u}xiK)<0YK0}{)JZu`OhfmRis&yo-8v_EPU^`Sey zqx?&hKC|S%sbz^d%D8>TQRyvJv76x78@mrM3SInvU9x3Av( z!4Xtj+v*DIZ_u~{>k<%QY7)_nptHF=0aY;mHM=N4RdiR9BJZs@i$nKs@b7^3vb~>n zll(W{RSiOk$T3#SR>;K605(w8_VUY@OuT%jzjaHzF7;dItHflPer2`WtQ(+ZBMO}l zH5pKhH1uL&j?qHEKy^W@qCRA^#r?FRB9|XLmB61;)-#e^l2g}Qo(_?40~eWo@~Bdv zz((2&m4!qx%kBM1!mIW*sE7x-?~MG%5#KinR1bv&>6C00>pXJSx4(9NEiZ~hdrLl)fL9o+=8NeY@?>n zryoH)l4iKY7kPvwk=0X2kC?)>S5U4oPEP6G>22xw|9NjoA|)?z9p>pQ=4w9U3A!~XWesfN>v+hT#~z0z{VUrL0pYSE=WOZ>-D=SxL4zL; ztDdR(nyiPllTj7;Q#&i!N-gU}mSw`#PyAWD`8o|v$M%%znZ_&&^yg*?$}KGNty9na3Z zTkQai+hp{q&By!ovq@b$ehuC}+X|F(D~=d0b)F{RZR(fkHTpFjn};|_-o46AM%G9IXj=aH3otvYwBdC8!fPQ;_c+XPHa^*YDwvQ*zjmYJI^8AeHctN=QKJ<# z5N3Q=_TU@ePHZ;xugUPr1L9zZtLvxjpr^YA@7k-!b}nh!Tr8ZXbJzHcPN_j?CKZ@| zktg6TceCI#tc{xk5@Go=6*xkBoH7P?*u9t%#@o7>t-_DA#(IUI6q2@DpoFHRT}XgS znGgR5(mGl9NuIQvJiO3{h&oJ6_+=j4>0^%VQwDJzMlq_p>;Jx60-R{C4*k&HC-;KK&L%4WR0;P!wSR_G~zVB$RU3{a3 z9Th`zF^y$gvaZQ8+#yJGO<*(Ac?4Kf?zh2HUmd%YO0D8umLEjCk zXa8CYlsAk869&^jMjCb_xr1;vfV3}gN7@EY?HnyTcZE#c$coA~w2nXW+*bD8>4ENQ zA>AvL4oz-`iwMJSeJK`-Wfn--X>4$@md3O|+uh)*kz=)~Nn3SPPKM52E&da!$5;r( zoPZ(&Tu=$wr++k_!fTmrhUGLjCGsqJ0sE(i@DpyKl3)frZpgTcj$!F|`05I)ot8_% z=wu&V7mg)9)UVX)N;SN<$1fH+U~PEPF~?4LVZ~YV_&9) zZ;aU+prNrQzwC1!Uin0>F2GT>r@D`i{m}-cGcQ(-s#aL9V04h`UuHg%N2k;>_vSVZ zy|%b^G-U;QV;~bz5XMw~PJQ9e5 zeMmE~4(_XD(?JHmpz9%68hLbPiP4nyudvxx!qULC_SdtlJa#X39wR;pCl*_vB->$| zwNt?~CC+B<4P{lra%>WlX~$b0kDk3K4pZ$u&b4*IG7GYVy!%&F#2Ji77<#J?FtmPT zwtnM>V`7shESlcopaF(4bkWTS7t8o!z8_{mG~V}#g+9WS@UA9?MA=?CxlV^tn6IFt zb%wWOh`s3pdHMz4A%Q<5w6zqa8R`^vY{%qRV zH93uni=W1&+;pOBaIV{y69%t(b4m;kKW2_{yY9#E?ZdAm`J}37chTtIbNblMvr4DU zl&WvLRf|@=HqZT#Mwx5s=|To$gsCK51kq`(J?-s?;=^}fG-Mh1BVca2lSq1_sJ!Q1pLR!y~u1erPAum4))}(O)$QtwXp`BJ8pVoC&Y<{e;5fB*Q*0%w^1BV^` zT+!&GGQfCHMPq3yv!hM9j!4360gM6e8Aj;SIrFnE`3F*0fQ$ONt!>V4k`b6zK@Bas zr7hm_G&1(6O5&$+!|Hzw9yAvVLZLv$^(%pz5_KPk_x6+!13!BG)v$kEOKKKqWwPJ| zeMXLX{k)J8$o_0yk<=sslR48DLN;LFVOZ>s8>f-OA-DzSvktW@{5;fbR~J*%VZ0*% zPQ2V83mcVPVZBf?Y6J99er&^Q)hv(_Q*WbZ%&D9)AqfnXzeDs>NM~|C%o$wN z;Pc+X2X4`MG#*z3Bw-Q33x*oG<_97vBJcvP5%sD@% zyV9f#NNw+YMM3wC4@to#kuy{h{D9#6xu z?~+V1Q*Cm(8;`*f0-q(h<|1XQa+MbkmUcy*N>ruwgz6KDMqQ?QiP%T2X?&{DTG;~cSI^!M^wjLmhE0tzM-x`=oTjo|7Dg?M zwnQ&)*1;itOwxl0{`LA5J8v)1+3#oU!r^=*b<@mEO+n+L8rGN}7y*?t zY9;o4h-CvAZB;Yz)waCjy!$#s9{9V-v2GpBv7(tO5W_F)GB2XN=o_vKAx)3+faMrH zz}BHKjot9hH?D(25>SVG-_ri&^v}~0dk?FqAZ?4fS!!Q zCN5ZoI#Z4JQxo*f49;-QR}J7x40%)w*CglDz5^=YLFNL%(uqD>v8WSh`9dZyM@E?% z89%TAr+GHkn>HPYzWJL4Un;|ovJD`IGtyD-k#|6xh<$bBsTQHU=adZQ-u1tRwO~yG zR~#};%uO@2s3yoGao)k-;8?J+`OZ&l9CeB_<<1Zri-Tks)`sbGJ zIAztx#6|AZh`mP&7sb=8X;W=#X_pLjlH$Wu24Bjd4Pp>XOrKbvb^Cbr0vBjbjI!{Q z%#*Gp^Mft|5Yi^%6V!*Qzvsy0neuMKh{?-qpP>}xDSXHflH2S5_t1~0v`r^!ol=o{gmSmc~HiKqD*gY%Lhu3Ugq2W{70Pp5iiI_9~XW3ts60cQd%5f;`w;Iq- zp@J9Yh?t2J_m%~v|jRI#FH>de#<|?B%)+Djt zRTY^E)@0E)sng&0$nCT_!CQJM1noXQUd4Rv!^NuOwIms)7s6CR?4ll$G|jqp z_WaLQfqnJGk@)3hWi_vjcOX%1GBR@L2U>P7aIgM{dWkY~4=pAd7R6;R!2*2CksvXM z^vN|1i)tg1522W0ddz@NaV26T_FlYEj6A;rpv6<`0eYV-G#6q|-{qBVI<}^dr>(F> z^l^-G+~Ja{GQHUKJb6#{)-n-H1TC{`uEAchaWkU4$JsxiY8~p5`K@+=SFLDQg@1GN z!w8@#plqp##o^I^=2k`3jJ>CLJ*(>lnx}W@C7%sO?yMLr_)0t1r`}-SZ^&-kwx*@l z@Nd@}`4oO^G6P`@=%J@i*-riV^9hpzwVrDQJ*a4nuy=1_6*}Q7ble%WWdd;OXBJjf z7Fa}ZAuDxZ%-(%jJZ&UuN($d7UqP5e5m;3H@XSsAdfUFB*F~vI{>=vLOPe+0Z?E>3|ZL%`z`hl=R6y zxU6i=-~Ch8LE9dppp9R_P9Q)Y$*fI59rwkXo?DKS7>MG`>}Q%Uo|CnWpJVi_> z$CzIk1_l2M9BgcuZ=x`=vv6oo{V|2gbm|-Z9#mA-w9>s<7)L8-;&sS&daJD<_PP@W z!-N-5O_e$0&#@QK6UcB}{e^w^27i`S3aS%zs=8n^^%LvlV<8nZ-fBgHevEO4@z%HL zTWg49vTic$^Ub}fV%wHwXEIbbBX$-!tH<|zUse*%qvr)3U2*2H+QCF=#tm+u$nmIYbdBTUiTw?=!Iw zd{^4;z6s-CIh_illIX48XhhpRfncm)39T!}qWIDX`X%&o!X?EE&b>oR@PDep9ikf?vza*QiESVS|xwx33VKwb^Ng4cUV7Ga7e zkyrU{lr7&te&K;HnPG(b1HNn`3IOHgLnlYBiix^Eje7R#6S{{A*UeY5JSXkiA5o3xdCk3pis+4daqmW@z5&q(T~0U!?Fde4G&TB;l6 z^a1n&e|?F|Le9JMyzgBdOT*8r#@j%om!hKAo7Fb>?0koF4>?ONw|bQ)6(!3(SV!?(;I z7GmCf(kB{52aPqT_p0fD^TE%Qw*Y~Ck$nYY*n}K%jAGC8eNz_U}di;?C52c9#^|~q1N>VB!kDjWi0)%rH z``+8YmSrF$3)3j_M>1IH0~fF-)mZQ}RYw zEgT^}Q1-DTTEqW?U1#523ERQR!is^6t9E(qW4Tncfhk=DtWh7NCEtiFzOMe>ioJ9O_19?0=#KfqR$U4iV&r+fznI3eE;UhZ1vv9YpHR}@r{ zD6(RL!j_2MwwlnykZsAP3v?aoK8%0Q`-fSooyrvTZGIL5c|c`Q@bC}R)7^itiAF{l z%Q@55oDYX;zvf+{wO9NcR0s;^Y}WyjH|2!aSYMO!BzQ~(Zv*&1gc%u|4hh52JC2G$ zARN60xnZ!Ig@kMXCsWZ|qH&I~04P^-j!KwKDhvSb^^+zE-o~QdHdfWL%IOV5Z zY!J3@J4>J_b`Id$z0IBlmk7jx)h?D*W=R?qut5ug8G#4o#O_6af})81nLq>rdjO~h zd4E|A-1rKjeRU;yVhG?I0y_ZNUEfO>oZn&7799|}ViObesZ)eh?{@Jerwpe>jKJ8r zAS7%D$N_rij;9#!Q^n*n(2i*?2E!L<9drro6d$~vyWyK0xY6E2gurX!^%$@?B<9#@ zPcTR)vJBTgPQ`Gh^o=e^Nu^c%r}h;mkSD60C2?JFH{KU72+q)_AHd{TVS z*>EGGR)!AVSp`eFCvVL++*4m)Af6JqO7YoG@;?|H>lfeI4?5LuDe3CnZB z9dU}~_F*6ZuQ%y|wdO)Hg={5u+!Pm-nEm^^pDQRP@ZI|vR51f)kd(I1)NP`DyLhd> zI>K{lEKGV``&KpwB-81I9{dg}3%=&s*VNN5hawsn0}wjsfA>t#v5 zs^YoxhRe_ziP6?-$~>M47B77R1W;?Vy5=^%+uhnp84p?*m7R58at#9v4rNy35y*CP zf|uO6Nemk{QYdqLvm<7cLKUFip`J^@t*GX|v>oicnts7gQSMU%q>)6y=RizK)c5nED$A%GRD4xmeF8IH;3&Hr z4LZtG@AsbC)aPQFZ3$*zg_6wC6hhevJvTs8APq_Ku*iF2X;=?X^UV=ty(W3{g%ZDx zTvp0rEcQoK)LbQT!I=H?H{!47~qlVj1)}`Ke$jbrpZY@=PJWkgIf)i?@|g0&c0ZFUE@t;y z0PE$~uvXTja}Fsiytmo?Ww)fjBjM28H3h@QRxH5I6!_1Tfloy(hZ?E(~rSDDA3Ly&H9_3GLopVa!R zUfcb9qYFf-47ePy=D^=2jS2Nc2G~R@e};9_G-cRCXAaw{S!i}!aWSh>G!O8yrt%z% z$y58zL`MY0IqD3YFY>1qgJz}KehLLF1m&VY=TMdDv##8leouil!3&lk1Ru1d)KT#Q z=Pr#nRz?X8tO+TElE4S%x zR5oc&f!iC8avM}lTQA)xGd@9ap)KEGq~$y7hYOJThGvuW$XaorkHkzfifxSL zMKNNQIZ~G%gHA+aHfN4K3&j$1%9vR?o zl?hWbW;Gi=cvyR3STaEp zJ0Rg4J%*R?Jn|CUI%9qz@%`l=+pVxMtLa`4Kf$MRSx_kfUY*4`$FmVjW6pc0->GVU zRIeo|6@D+z&U>KMeVcX{{@}gHKL@U}mnnHig2tL?G(6uvjLK11=WLV%QC06sq@4oz;jUIx(KPil9Nw}ssSALbU3PKmy8zR;EvEbrDDnt<^LOoF~k_6R$ zI`~6!`tcpiZ{B?M7xk%^A3)I1Md@nhn#S3+xHOzBQ3|!&C$wBGhz4lW!YK^TASCWY zl_pH}L6B~zS29msR4%s+2uKsge-MT&MK+?uxbk-z=>zEqvr%W18B#-G4(JB2{R$}l zipe|O1~QV4}vj+IyH{( z$yQ`VX~z!Sd{>mFax)6(=uu;{IiZ9a6b=De-73=xXO4=j7P$#e6p)CfhrjE4IkRaZ zdos5+Xu+$x8i#}F23o7#O+*0Qu0E9)(6bofvcc0AD&dBu%};$+$uH_8=2^ikE|(Q)1VN~iaId7pzHDg9g%IAu|kLG8i}CR`{T8Nd@8%_l$XN;`bHh;+QJ%b209jurKY@%=vfFtm9Bgbh0Dhh| zAg#(gn1mC2^B=ZhAnbr-3R@G*S1^}uj7pM+`0~cwiJN0M5(bd+`)*6RN9&9Wy%Q;t z5(TJU2EzLQrzC}}u+3iv90co?W!Y-?Jn`C&daHJU7x_foJ6UKHW;mc*HqH!dC=NHt z_553zVn9{T{@3-Q*X>m9OcnK({0_fN#?=Vh|790+Hiwh}uYrJ{c;8*RykCM*R$z(b zjoSPYL~Y1Q$4l2+KQ=G7KtSU9ixJS^4C@)W{olC>f1P-GqOOBJQ?YH${lTCa_SRnZ z)Ebk`a0V)Gi6N2DXctyZM4dTfWR)z_uRL)ck!^D5ErZ$45VTqqAg?=h z-Pvqc4B3?y!Y=`x_hXOiZ%fCg*O5!m@kv{GfZx2mKV1ehOU(+!0#|aG^bKSwO+zMQ zL(Z{bc!+3tf18cXw+Gf=Elh&_s;AikHoViHV=7+Ja$>waQaD{+hPch*Y+?RNsj(cZRVZ8r_BH?C z1~hM@8aW!03B_6KyU2H@=P^>(lw4Efl(0Vr`y$qC$Y@6S4EA+QqI(LQs)a+4DYu)^ zaA!VwF8)7v3SL2+UAOl0psiC87`V9CxIN~klRmXU(A8FVEV)Sxh^1oURn+c{;)7A8 z>_gQ(qaMKfOMzQs&%|t*Hc>utx!f(H6;iru>xR_YE@TVTulSv^hIOO$7fXRyb8cq| zcTBoDt+2mQl7xBW;)`~|0InQS>aZ`lMq`?}){~)k#SB788gl0GQZXIr!W*T+q(HwM zcrG$OzZ~2F7c4$~p3p?J(v$)%?cKGFd?lGV7$OL)17GO}5I zI4L&P;vT|!QsjVyE-z$v}y?J zRb;{O(YZG@JjZ&PY`Sy)cC^=rS7LVWsmR?$Q%UR_(KpbPD-A%8rUwi5nQx>8&iIIJ zfUI~Rvg}9)*Z*!nx10Qi3WT2#S7sOso=$NTFe4QA-ykg04!8`a|BMxrNp#QD?_;}m zlB4BdLMP9H%pdiOCb3?5QA(eiCe*_=V*6*|z*m9g7+g?(J#Z@r470ir72S9Q{fL+q zMG?3=vjp>9v0;@|64zh}a8OfvmE5SH>4oz%hhH4G(zn=-cj@Z;m5F$|lre29lZ@F{ zAPh=NjR%Wc$auXHg+tSq5tdF3}}6N1eo#&w|>FJ+GAP-j2EJmv;fbIsVf_5{nMjnp8( zj&dBt`TV`XUL=*ImUM^_&kSa*|tMBU7 zu0vK~7u$)*LU!}%;_$R-;{n7mTmyykBR~NVR+*6Z9MhrRpPiJ)ReV6 zrY~!W9CN|p2@eVx@Wr$CKUWSwa_4%F^qPc34t=3A8M(71DMApOv)FKYHZ7nPeM-BW zr|^d)xY?lPL1(I6pj1h`3C|VI6-VYP2E*MIB4&AibQ#xkiAVGEc5p{VJqDWX^iawv zV?%o~AU0p(xcsb%Xfvh!b23!bBMdiTYfLvz*c7Wu;AAWitn z*GB$ex!8wAeDzo_DZ;I~OkNQT1?C*?tM0?(>vel;zuRaD*d2Am{OeO{T#TXs=Z|>HNng2j+sYJjSF}_+lLEG6>%;_))l?dT?+N zo)T;%fX*P$#t6DzJ7O`W_T)8i+j8aG_h+BejVhoTxq|AW=S&2cKao;~j^wcPE8dO@ z)3kJR!kB&?QB5tpN2v5Khu})Zuc=Y#{BVOj9}7$_;Ksu|{rdT!g28pU5nrQgfSOkVgp4RgsrjG5LXW8#7hZ~0)_2L%kUcL+PJX?){kAR4y<{Q- z9JBUFg}fAFL_|{U$iW?7!`*~arHdJTYg5NrSBCGH%4=3TB;h21x;31UToA)Qo7Nd~ zcVsV>JWFyEhH|5sbbRw^^=Lb#A<-RVQp)V_I%;Eo+C?sBf-n<09l?wp(V`Vq$7QeH zXzKKJbt3-|InDmnOQTJTIdx=H3F5S%&97M=%5do>oRAl`pk#@!gg|l*q&|}E*);j) z<8gX8L7z}t4*@9Fp| zeQlr$LLBY3V|F}+HYyXO+SO)8@`UF!aw0N$nx64jhAUZ5KQb|v#jHAroR9Vrt-RFy zb0dg-(?IvE-kZTYuEF6jEk;(zQHaca^0N0=q{B7%yBNn=q9sy-8QCC(NqEEQlB=JS zsj4?Amyv#RyFAExzI{V{PxuYf+jc2jcIC5@jnXlQW9fR3H<9h&rdn>bI@`G>(}T)f zB^`}7GpHEM^XN165)!5YbA}a7wv#hzk#2l=h;EUi$? ziK{I50b1f^?`9-B#bBcee4F4U)vZZ~?(&!DBdsVr4U6_wXr( zZ3|7PF7C%5MTilu=z=JolzLRc0ce=veMpz1Vct@t-PP^L!hci5giz3RsnjtQMI+bW z2Xv?oc{w})jCM}IFM?6H*KGgvyiD3PM7S%**}X<-XV1!=AZLMsLbZw#=CL z5Fwg|J5O!cXQ=oFgMgckW_m(mKNg?5OwYE``ea{zV33EMxP+8qvNg+bADFidZoQyi z*>M{`J_+W)5tw@OLey2;uZ|wEk}d<24ODwWagV)N1+q% zNWHfkA0rncp9+pXU*bpv)Rqw)`y3A@&XI^grJppFeT`@2urnSIm;?tZ@YdSG7!eQ8 zXOm}DuRAk;_y7w`#_4h0-cl)e$@rImOUuVj-*uvaS^xp2MlJF<<`)#cJ7sK{?v}BPL61=!gzXmP z5MVIoNrX#LA;F(z*C1Eh@N5+G%fEOnZl--~Ag!8b-vRvXE)A2h(yWjHym)^@4RlC{ z#X?<9;Qi|L!1@<{uxAwRQy+e{y}lCB*R{BDBiZZ!1V}Nr&d<86*w5nfDgP2V=|9b> z;mu*YS#wO};!y}XJ;3I1@al7>A`W!um(4>;6$klXb(A5-W$;9(>4|7?A<~S1mS_Mj0jCP2@S{YcKIZ6vZDUzmR>}K<6?c+l!uekX}Q_{A!zWL2lxQRs6hjZ6ndNDvS-|?ILkustN zDV&2nzmLDRfEVF1Y@_D#JVczQ>tStc5j}v^B+Mc)!tBJ)@vTvEeT6*o*)64bOjv&| z$FXm70to8ZlvrjsDc+n1|4GQ5Sn!)AJg=drsHY;)uiJ5c$cB<6yz&)Nmk@r{Akx23 zc{m@(pALYb^L-tEn}yHhoP0$UhajxcBxBP={gz&#P!*`N7ENThT|O*fqG_gL%WfZs z5KUH?N&OzlY-rvASu9OlH_1r;&-*NlF1^4H3_kJMZl6S$( zyKbqYt$WK=S{Fm-Q2`-CCQrB-P%=St^#kv2iHZt8*Zs@Qsq3+PE(ASuWHnYI?C}@R z{9Mveq$wH{lR#*{RD$iomHjq23t2UW@qk=L?#D0u?|c#XWKv8pMNB>%GA0B5ntlmLv@i@>OXQA9Fe8ahhd50QPlp$3akJm7t>1mgQQg6ZzSNuVeR?c3A*)uClq1NECBHS|hKXKg)&t{+|JSP3Wp$Kpb#rKg*!7~zF&!Sh zaIuKjj@C1jrRV)y+SjxzQu3N*bGPx`Y`1V#+@tjI>-CeVA46ZO?N(#SA-2Lyda(8c zRAyq&0g&h83ySA%9%B3N9&wMjwSs=$WvXf^fH$7KUN1wS1!E~9JO-(~V0{9e1O{W* zz_$*JQGn=023B3!l4}_9*SlO`Erk*B)61^x@*Zx@c08W@XVgR4nlmZY1{1m`Tl{_m zfZI|@z1k-|L*sPMSag3bO0UpC3Ok)undj#wBXsoFm4w z_wo9%^uxG~nsJxLD!c9AzI2pJfk}YbgbCQKms{9=b883sAmET#2{b=7-(3|-iNVfST~VT_GD&ui(v%!Vh%}Sg5G=Cv#HzdUo>xvEsw&;Y@ROZfuta7 zg^B`AlC;8dkGC+^Q=HFd8Mqqm&F5teEE0+3NGK@L!f-JQSZH=L0jjVmkuOO*0`ctrx;$lOooD`ii3*Q{Ih_XEj;s_HSoBuMMpLKbi` zMNa9+rD~5u+p4GFFJsmfVQ!jitaS^UcQHSonOCkbK|?7HTvhM@ofbBT+FwciAHlRV zeH31yVP#a;5F&>M4CA_lB!4DaQ+}>?T%(be21xhilW%LY&99OnxnKJfy5Dl=%<6dJudw*eYeP^53N*kAs@R3QPeu}(Zoyb410u60_tsr=y@ zx(d=XItIa;6m8@-{-9sl(Iqlya#S55q;(`t(GRfs@<(-1C+0xYp2akF8|lOsCi4YY zbBhW~*g}dXz(^0~^S6Y4N{kvwEJb6?;SC=syomV@N2drZ&UB4ZXE+BYt77e%J`ZVW zXd{2X0O3*--77(n&m-&Bjg4!Loiy?OTm(@Wgcm(8f}E*hJVU#iv33(ZkXq{pw6MqY z@!PozcfjnFhkWE(1<5VzR;%n@u(2{<+iL=`%sVQk%{(RL+V`q=@BPmYFCA)-7M*IX zW6_jL>i_eQPv?9q5xQFg@)f8Rkro+PY+1_dP1CoVfP9-NSrFFou(AxWEb7&_G_twN zRwzU@&cGwG9iIZ6gZ?HiKv_VS$-(|QJ5JW%sJ}t+AZ+*}*m|ep?ZU07>&%bGawtbe zq1>pbOPG=8tCV%`q`qn5IMqk^UW{;!&+h6H-5s_+;BP>~|CyH)=6ei8J`UREA^1`A zh~U9@{m9GVvUj)G`T02--lRC*Ac^3Q3Fstz&WCyV@R?6~+x1Jk`aovj^tk$ZNu#3A*G<=ruw{ zN0?tHEvx~p!eK0)Vk4oc2tbA{E2KswH9-5ALjXRRK35cT>?4p&iWqDjthIlDFmpMP zvSn>@ShYx(Z_3}pe~Tqysk3h&XPH_e;PQlqT2LL8Lqr=#DN*texINYRFP58qgYHn3 z!Is-DM%cZV<5?^~_)vze6ie1M&vxl7fY?2R`p9|R=HDOsdV4I;+$7tjwF&)XcUTy> z=$19v<0=i>gg(RTLQSuPYJB?PW1Kf%vm{<+IzYb3v$PoiZj)#+2!TP8uQeUxdWHTH z--s(IcK&=&FDiY^%k9J2(KXCNrLhr`P&)4aBDjK>l=miK@rx^$RDAVT z3gzZ1ta)P+bmjjg-M@h>Z8)ZKN~nk~(k3xd|M4`qSv#7BKDS&9dMj-R?oI>l29 zb;g$2_+=F9CF<~}(Oh-k#l`h89b4ZXVtUA{G1WGU^D$H- zn`^n$*5<_0&mu0}s{qMO7rud%%)++uP}#T6 zQMTMh^4DY;-<6V}b9*zz?Nu2!&MjkU#Xh4p44~>@@WL9w*OsjqNS!D|!T{e7pt1~t zvTK=cIbIfLM7Vt|84&solcWYR>=<1Vs6V#C?7?+479+Wv)$Ce^I%&x-1f;mSa{Xk{4Pck3#w zp?bgUVH?{J4dDrS`tj?aa8Ez~icjAnGR_AZl_N|8BMc=t>k5sb`3z2Jq^F?1 z+7P4hF3+-4R4waCqoqwOdRBBOzqmH0PHhSLQ|b|oUPL7=b8S9S`&efrXrn(> zM;$O%3i|-5E%e4JY&}u4Qbcla@ApG59cnW@ zoV-#9{R;a*k6fZad>AvmLW&V@tv@k)ETGMy!;ZEF_Ra?$cr@OJZ7wUkK&1APu^muQ zk=?XB$*Zp;@xgAYrgehqO9onK!Ji)-hPkOM}u3NPt zG+mK^WsO%1F(IVn&`-;Dm%CMj+Q)PP$m7@CU$&-2$b?XAp`VJGP0b;*icx9uc$cD` zMn)T7Ey%JJkx^Z?{l8c+{aw{crePFsg4yAxFNF(;H9AEc_ zJD4&s*bkPVA!l+$HdY2>%GCMd{;(`1N1rv04TaX(9!A2{vJGP|$v^9k=j~TpIHW#! zPoJKFWmyTj3vY)vsm+ug&9Cx}Y^NkQ!*;_ez=Q<)HY!%loTsc`OOi5JTWJrT`oOK;ukiO9BN$oaMPMQvF(j8(E0n%Zgz8m^ZB~YAzZJH9 za07Y6-Xh(}vV1@^u<`2LvofCHJkG8^|Kjuk&~i}TmlM|n%+NQl1N!HzWJK&VWvutK z_<7lPwy`!reai#}iOKMMn!|QCEs$noYQqnw5F<@H8fOjlDsuV4l%0TE0ebPoUBDJRc`|K^t3j0aMl!Li4Pm;aTvaFD-Nq*TJ93PwZKc zPhPqse&9(d<>LHB$B09nZW^o|O4ln-^Dw(m_DAVRQ72FPS3o=JM70Kd)CphH{)RjI zeHmJ|1H9I9%#GqULe6hHgf(F^wM3JX7E$_B@)ZN${N<8h*v|FaUjniREb$v$r=SK$ zWMv1y393A9McN}3nTRzfPHM&WofXzH2HwrD?kQwIC1*xEn!Y*C5-QbxeUEob)esSy zmq%djbD75OPv!Q}E(=^3T5oohj6;l9;>S_>fl`~iCZ)->xpqMwqoOMuu!76n5|RPE zdnCBnrL4oOkkl`|SYaDE?3+l-cBbt7w|d^;r#KC@3%-%>l?fTwnGrM}&kJCe$!0X+ z4^gKKt|YyQPR68V@&-%mC=q1%>`fT@`YTWKye>W2sarm?=(#J72Y=0Tk$Vabu z)Nd%e%$y+6Rm1`N+eiB;C76?P6o{DBmr}FK7p~V?6|w&KjOxzx-zTv%v}y#8c8{l$ z_wQ9^P4I`0&z>k#Tvhl?%-y1@(Jy6oW>+?j#CMMFRY6@D`1b$CSJBQ1z?Ltn>QKTe z6j3F*bsUsAVY`S3-mwOUY5SIm0qne77>uuz#VH4k?{K#X%um3=xSJDi>;>BN+Rlz~ z=w5Dwk8%kcDTn#;V5l#wT-1X?mm*X1dv8Pr?teakG2+j+RJ>2^<+aqIUwJ|(?HU%U zxlO|@>6pJw504umeRzepELOL{QPYoqxwCB+zrlt`ZHJt-Vmu#@ou9UjRGJ_r*W68Z z^w@M7gIS~42^GWwcwbv1x~eUSq?I`Eh?G-I3$>T%GC>H9vF?y1SQb90d3R<=^EJ4V z3h6-WlEEkjfE^=%vlQ@ke7NPy{^PSzjhTF7_}CUtUgrLHxkY|(y649e>)Fr5V!Kdd zDs~OX?`TO`0p$EiOm$%jGZm8RGeydybn!1o&&YkgkBg54DA&H$^7kAyfj2YrsO zA44632;ToSX!|jRH(Gybf=~abJb;SZ!@qB2#-&u?q=PrEP{@VULGX*TdG^;X_!0jt zBR4oU+;Y9z$S_LzGI_7?dI0Vl<*5ApM$KfBxhA)C4u$}ExF_np%wRD@ENy4Ndg}0C zws*-BCRLyW4`(`0pj3~A6WyqO9}qq17=Ay#hbzH35SgO8w zq8J<2QE-ass$4MYthh21cpQ?DW-3-MY3~ju&gI?D4hKF!Nwf&`1>cJUQ5jKjxS=@d zG4=j=)7j7iAnTIv{WR_5rOXk&C#ZzXUuP;zx0kl#UFYhgg=U^n*cd+zAbflvwti-O z1^o%*$#wUVeNs)PyZdfG>z<7khSiCi#kUzOjA9Xu{_AF@w&U#mx@QM+iIn+V0d{Hs zV@AK{fG_<}76*!yV;Bl8>gDC0)=5`F^y86eXdz2~ zb$6hynw`btGwJzh(Wb3s?Wvg@)z7iJ7FsCe2X{Wy4`qloSe9ZFUnWAPe8Yz47{z90 zgtBApbXo){W=)^3eGODl0o;7b5c^{Wr9#%U8D*L99;=UizX2KQ=&E6<{{Y~qNK$p))XV$TZGs!~xRiPl*=;G>z^bA4 z?rD&El_?eJ2wYypPPi6D$UyR}HL+eb6r=R1u+sqeR+1F7kwd*9&`_z!AnpU7uI~{Kz~jB66x3V&o%%lRjS03WMn22~$A>HufI?df_O6 z3P>AzC#Ff(CKD1g>d|Jrc&L6Uq5tI3Lj{J!G!>GFd+LNOn|;cAsJ<&kn=BxYKl`t) zF-#0gA8Sg~^wTm}P;JLQvnNr8bCyW{c%0{S6?|bcDL15Ae<1ST;1Mqj?i}xKy);0A zWf0%KKUQafT4VGD1}*BN7<~)mR6U>(y0W-50pE1Jk{o06AfI9?JiI)Rl6R8as-hY) zpSeUP7RAU2K@x_X^S{jmr2+%4b>?u+9^|2UKS+OcsP-IRsZ^|h4w(FFBQBs~y?8*V zM29wS^Xh{dAAj!Ux(ot5$zs`*Pox!I{!TssnkInMQ#&GhtAZ-tcoNcc5CvNl z-@g(iB_po+DRhuq?qM1y2pz76FcKHJw7cck)Hqnbr-Vt_@IuXpF&vfgbKfhs7HELd!6|Ht;T5kPYSUG$0Qhh=VV zx4$BaB>MFONZHR_AQZG#$u3xo$rH6Tz6T1roly--Wp6%;zg{SYBaT{4IK3!Sq@$k1 zt7Kj^gc_T@QjIybapJR{q;FB6=cG}FMO7{w$hmVF9ef3DtPl$QnPW2JzF7iR^|oKr z9y#d*c*}BwBj)YXXjybzlulm0t)#QUC(|<$3k_!LDf4$ALsH4%C#(F%tL9wi{ZqGvJjo8k=V8OS@@l*fsyG#|=3TmE*YDV`+TOUePlrMwQ!C{BE% zLt_>9GBc!HD5y+3;!hL$Ip-`XwUcCUr{6kSS`u##vx$dO_1>mgo~bv^zOgp7We3$y zOrVu_9>?ij{=44LC)hIkTG=&7)T+vq5Wq>K^`~$B^j%d{8mKm*(xE1P)v&t~xMh3q z50k&Nkkkdt?G%i7ou;h0;rt+)Cve43rx5s zDRpSuX9_RCvRBrp-ZLoExPAx-D0p?xs}c zU)ruK76W(dADqqushN=V&Hr0&!en#5Z)PRQ$l3k{_q!-^^?Q<7j;lN+pjY>&(MD1# z-JmQ9TXu3Cjeg08`0)8?x99iCm)K#kT0XyKSmVX5Nuy?0lt0!meBhOoRbuMvCvKbC zeAuHsHzz#U`M9AGF_1kmmQa$d7=(i(sL~V7m|=J4grnonG_d@8sVnkkBp^4Lkj>P4~-i7kj)|Px9hPzUUSxZ+flXqe0z_ znp?jHh~tw_EArXY!4_1nLW$e`jH57KL$HE4R?W+&wkQ{{MKPfgcIMNGjWvu#AWijn zvnk@3+~FoTxDjooeUsxnrT@+VCZmaWOXg{vj@`J%%F^R^)qQ|qS=ftwI07excU>}Y zqCf`n6`ZCdfP_r_|Mx}{iVKd?I{P8f_0%ZoTv5XKx=C7>etUA{wksTu*;FQa|H_?h z);1^{VGmXIs;`~b1S0s3=s4E1bm)o7%+k#C&05ctxPQeEtxck9=~bl|GwX3MT8?MH zNA|@COwA5$ph3Y@7*jvb7i!f~PQ0oW7`rhcud(mOkU}wYp-D`!R{?M!idcz4av`2b zU27;og!PmP<#l5*OlcPcy1r!9#<79qeEGD|7b}y<@*(0#>h{l7Nvb0^h@mFV@OWOd zVKg@tMz(EvHS=IWu2eV{R0_L*3C%E-ElmF0&My0>{EB4jF3+Yh^y;Il`xA`on7f`L zmI@-*5FNYp-c+>v7YTnpDq|6AL5r(fqS43$F%>z`#Ix!Q#J(@Xx3Rjg>MEdOO+AwU zEPD}s=l4zOzQL&@B*?o?c{px;s z|1&pi?;xI5T6yxPLsG{5d(QnAb@;(?(w!*_#()tNL*gn%eRpahGduoDw1(EZB8Y+M z8_Q7NNJ(8$3Mrz~t9vsFu7VJt1H#O=b)8tY6H`hYptUYO8>vHT!1#rP%LyCH_b5^% z3R?T-|7O+&)lKLehT=sUkJi)+#OJ4AA37v#E9~8&nkRG;d)=99j8!%BA^htPh*#6D zxgPrj;tGw zMucFdD77#B09XNs03&c5HLYMqJm6u$xVTIJC@M;Zo!(bWr8M+e8Y3p_Ylgxq9jlq8BPBQX1 z0NZzU-QP#PfTJTHjNu8FHduUw|E`hBj?nLmr=pkxMjW4=#vIYS5cBM7mHJ8N1g+ei zvZ7)Q&O&Ebw&C`VhAN#`%)+4Bsrxsxht#NrH0psvIGfb)0NKew0!sc)vecL5tQ?ZL z@!IyieLPWA)1M08NDEtqOn^%~Rx?&VhxyfKBV7r?J|A*A7~L9a`JeE85l6}?eZDYR zV(Nj<g72gJh;c zTGTczXWUMbr|v?>`W8jBSGGXDIUfrCF@2E!aOdx}4qFkp_qhn5{BA7JJq_u-s zQZCwt(?L|^%5sB**xYQHDXraYoXOs5N(V3oC5)M|;>a8g?BTYz1&(J^YKaZSrZ}1_ zeZEtoFWaPXetC*0cWOsCkk)j zz5Y#iE-Z?8G}0OYtdbr@o&C&qDdt`tRRDiSkR!%tl8x=p1cqNWI(ymHOdH1&kOmwP z+*HQwZ@IB1z4x2@RR-jp!lk)sDH!!^wD_0F>L@UCrkv}XA90+#)zOUe(A2~tWC@yM zO+Hr7wOye5o{513cZvCg|HPnD)^bE^m?#&=U-GJ87`|9;^MhpPfeda1P9KS9kep1Ivg+1StjMr9d`#-RYzT`xq(Gbxoy8=6~b zUXF+#4wqCFVs$K>;8c5N2uZAfFpL7yK@BwJB5`A+&K#ad3_8sn16}-I?4NL6J3}jB zeeH6QMcK)?FQSkJ2y;J%Mjh|zatnwo?E7o|tkPv*qlFUnPTc>B;o7Z_j@fAz4W8Ih z-ZCm+3=5?ZLqppY=mZ<7U_$Ap9mo9f!uARncMD%Vfh<9(o=R6_kBIHLUUu*_<%RzP zj}J&_m2PEYBJ(`4&hABZ<5j~lkC5TfR>k6POvvA1T4J?7PDLedx?4 zu2i(sHFzmv#PSunqZ+Q{CwX;J14`95+5?d0*k7lT_CmJ**3s}P(Dqu4ONZ%;{p;Sd z)2A|zp_+l`LM+g~Q!RFRsg|->5_n-E-jl|hrwSHY>(l=43s3mM)M2c$)Z{2W&*#(; z($n)MB~KIg220xC*-&u+m+2{V$Exhx@VN=YGU1ylEZd?Cu?=zvh57pXKo3|bm4$EO9Ua@^gdHT$0HJq z1L8CCFvu#&h5R~8B0(2Ym>0tw! zoK=fe1@&hC5VX*OQw>))A9ZIS=F74nmm+=if(jbuWAb-$<70o$OqmTf<-$oOr42!M zzB?rNPc;hGB9Iwed2U(Q3-OC0g}qJe-HDyL&>?uBn4z%0#|-^d+3UMp+%d;_-lter z9w~@@kA7Sbs!C54b=Jt-EYKpW(5`epV5KH?X^JW8P$ffrqd$bl`GvfHo+*a!9j4CG zIc2?W^O_SVC`{SGE<-_meaC9eMO-uof8l`LvjA66r-hdQj`DL;QvXMMBt}XC+yQ_u z1gwzEe3%*dCcLB)1 z5#*=*1;b+Hj*i%{RSpv(1AQiQKp&fkE2AFZOIJYy#^UUI3~@B_gQaL1{y0w0d|G52)n)hE zT)G76O*;XJ`h>Nz&JNMkVMbZ{>p{qL_n?MgCGN4n;;sToa+Iaae+RL)^ovEqQ*P$z zugzD|ZL(4fpJg|$H7!5E$!^HK{TRuY&EJ*8b4as_x~5j3-1CKy>eIc;FN6okHYJOj zSc@GpJ~@AP#OS(C(MN9iz9qo1zDSxMcvo7$;fg%^Wb{qey->}K@%FItE^N>!$Ak7( zuF7lal9R=&)Bfsc3unc>>!wAD!tfh_SbZ6ux4MAxs8)ByYui{K#6#uPM~imEGQa_$mwnpFmWGo<7xQ18(nQm~?~>!{7e~n1nQjh0 ze_QEJ_p3+y#%X)@tM`d*H)aW}WpIR>l5HmaRJ;+Eox<+wi^WfJ`p!3`e)0}pNZ1TR z{iY`RW8o3{AdtFWf7TCqfK-G1(-F!cL}C6vV^VqEB%&Niy}knp8C)VdH{Q%+#EyaI z&H0xZ3r=9L1>;5A^)bMHyjcpNA%``agEAey&b$6lk13W^$okNFV!eDvq!axw(snYH z9_SG&K}?nx7w7uB&JPdL@2Im#oe`Qz0`L1?upM{9;Y~E=3G&f!9yt6IXjY0 z?_?&$Q>}s^wq!oEjuN_&XHnsnr?}WJo#2YMsvta$)%xv2{15jj#z!i^Q*J}MPg2|t zDaR~%49WW!z6OX?nLT&}jvCR41wu!nRC(9v2%O3W#+m$k;&cXr&cPXKdNN!6^8c0r zL|Z+Wm9_cM3Yy|-9kf+7(n?~I;6%dPo%vE$In^;-$V{ew;JwKu&2bxzLbg2AtL3af z@)UovM?%6V*Q+LH>XLL|)ax11sgq_t4z!WwsAOb1LMRs!r+or&#S*^oL82123&6M> z8P{|?fJPHI?0)))vz#0n&81?jJPL05>m}+Igm+Ye-pUc{3$S3r-m*T`qr56HwtF_; zv{UR>9lcsuamZMQ`KS!!tdk&TETO8+qx@sFf96a<@%X1$nF?1~(Tg&sTE3!q9OYf0>gqoRK z&r(zqA#pTxVAf=CW3`!d$6Sr+&=lfxAp&$fYMcj^to}OE5z+1Mamf$ zm#0{9P}47ugM*@~mP8SJRad1Y2Js>5+7;mj6VoYuGyyEhV+3e&4F|C)DB^ExA3p%{tgO7!T6-gye-W?2y3duHEpIf+CG%OgiPMhm3rZQo-d zkB({bcpZLL(4eLpm3~yLK&ke^r2B!{ksKs4ifW@KMNbsrMjM!m_HzXi#U{)@Dw$pQ zm7el^8h1*!IO3t8h@KTYK=Ek_!dC`98zCcTfp+o=k zj9HW)V5MurtxSoRj?|r7XQp4YiP}1_M5p3}c~7O>)9KAzv}aVm@RC`HF+cvyP}rV+ z4BvA}C`QG0XSPE8V!^8;)GAjfu^99257FM{U_(R(7;~4NZg(yIn2n73NRC5tDOoMF zGC8xomto)9y8~Zk+BIRmaDJ*zXg`shlnG6huvj1=*$peo&JB`g+m$YEx45yO#H;FQ zpt(@Q!<^thR>AtKs4?3`Q%bQF_f|E5T}?Lc=e8xTctG6UnHqr$WP5^X8*ZX~dLq7P zUoRK9`39*$XCv2HjfVqTvC8z|SD%T#C+iQGAl%rMo_W(8Qf55Ta2sQwvlTljs$N2N z@3CSA!4zxIH+>SgNhn#b653E#RoPMvJa9%C{5CR+4@=51|L3%*)T|{S8cb#VlrnHZ z?HB??*)G*)x%_%!yiI0&1HQ<`9}W>9 zBw2o_b?$$?tnK~4krdDdBwVUkqqa80;fK)W#lB{F$g4DAzT)4Nt}^apD#_?8@}sM- z_GNAV*b-;*nZplb(Zti zQb&PoGLtZ==Larmb62^sHYosv&k>6%Rhpnl{M4?*5WC|EBi4Iik=vHjnD<%!vpFtLQX>pKXgFWpfM6n1urh+p-M%xnb-tN)eCqswyT#WG z8}yN4J#;1s*b>>RR4+*-=9S}wV;G3l2yHLrrYk#1BJZ?sb%qMaN%J`+;|NRum4tDp zUAzyy5yErzHv#Sb4XVFyGf5f0A+7L5B9IW~X8AX0c9aYXAk|AA U6qT#Y2rW;9sqUSl|EvF}2JOH6pB(ys@7evwIR95I@BhV0{}}jR{y(PtkN?wy<6lp>AlUz5zJDAT z3=07Nr>p(rnlKOm!9NcD$8}-A0K9)Z{Ez=*2>&zQ{z?CToDv5BIQ&<+MF0RS^8)}g zdH}$vF96V&4FI%v000gD9>4Mp04T-)0{meI`ZrVm8UJe}0{`#$U-|zd^h%Nl{wKv? zsPaGYKm5PFAOHZ+|K)#E^*PoyMP z7gr|WU?HFCU%$oFQe`lDT)^iDNDxI6YhMA`FFh&^GrgpbKy6Z*W>Z*7x7z(mntUTklqiS-NF(Q^{52$oY4|W+~V;mZHI3xiS#_FT*>zhu=hmP$F7C;W(VeRw+k&~44 zwcNAp1oibwCJ;NYo`su^25_~4nfFh|!Xrb$G9ts&cH(e9c@}!*cUSuDctt}ed;J(> zQzIUEl;d&(+C&kifPk6^ZH2^jaJBA=G>>22o=^*_IzUw>JMh5MNUWxKI6VUIg(9+k zgMqq`y^XB&|uAC7}rrda0K+W-1u(YANz zOsP_;f)v71#-H3Z7g9?Q#QP5B()Rp>mkx;IrK7vQMYd-gz!+h-Y`2fG5ZX!fe=#p_ zAt8iA9c%C_@jFwBDj{@z8KDfmWLTl8QJ4U9)rc6cz=nU7P4{vPmx?0QYhYLN&R$1B zx+N42KWB`4?;(}2u~ylXqF`u^+D}a4-`&|pK(_eV_f3HHcv{KjQe|MMIK-6!(B~#j zmxy*)3WjIQX_~4dP70Y1z}Ir?5iO|oW2g^lBcj8E7`t;_x<8ArT{elEGC&tvuSRY ze(*#Z+dt3QlGGVFwpM=;Hr6*ICwUT&DE)lGta%!m@L&y4xN?t1lbV#0Z3S2y=eD~l zH_RsaVm-)L6QiXWCE<8-!g_ZIC_jT-*HQO$Z-d6tx+G#=&ZihKLlzn*L%O$5%pX3c zxeX4G5he_RMDOXMe!V--M>BkP)%`vjZ-Kaa&Ia3Zy7`LvEpBMRzvW<*+kQX6C7Dx> zYQ(2LH>;eHbNuN{e8s~#2%$R*lkb*s&ZI`7?2KF3qbU!j(_HTe&won{oJr%&@@1Bt#0U* zCF<_IYsnm6)#mqy6(^=to&f^QF}hB!vg-Il)Qg4Uyfq9#aohF-?W%^wi20H~Wx+AI z#K1aV$Dd|VrKKDowjNH*@K=x2aZ<#5%VlbwAhz!%oZN_b90q+-2Z2MAVYYpR6gs}Bfg}pfjBmu2X2zn@#K8n(^M){Rv3*Q_)N6U}EsJP-D7@lJP(Jy3KMjy>%@`sQg5%lSGeAastG2)lj;1&zvM2 zj7=eymblOz24GAOZW*=MKc|Ktt2>4($FG@rYQEU9>(;#jEfRk2RH?wEJqr-u>Q47U zg^w!>4jnbyX_GL037n%)00B>7mUk5VNM%(Ml-JBCX!p3h$S7L z6S(t6aFJF6EGzvyC>x>C1W*A`GSu^fB;c%WbQ+lde?Z^$nMrI^S)#C*+T75JM%5;F1>gg?+j* zP`%&<<_lfFQwh_;Y63w7xOh|4Qjh9j*S`GXKxwTGKQ%U~@Vt3LzG0=QOb@-fpJ&&? z>Sp}^<_?i?sMhZ!pLOADu=H)3iM!ZGEMZBl*y3V>JO7|Ce~|Qz!df&s3NLI1m{aM! zDTb$AZjZTG%ifhKFqUKMsBVb5!0Osq#@;XbAok1XWEOn_J@BXUS(3VO^}}oraiP+5 zvIv;Yh0x*~tLi}taqU<;`5Y6`2#3`N0yjRlk(aD0bX_ZC{if#my1epfT#`@vUM*2b zl;k*^#R9W4Fns1WcPH27n&b9cGt~-A+J`fTMK+Z>d^$S~a>1X4Iul#UPG!Epa)vek zirbs{p|`7%F`s|IjmuD5euV-e9ol)&z^-Q|eJXEPYnvUHmp}b+8QC;=o`292D&UsF zPGq_gpKcWRA}9fA#)o9P_Z9Yc%~7^pFW}!|-Xf215l5b)dSWoArPoVY72Yrh=V@60 zw@;u z*aMCWTgRA?(dXN4v46o`VI-?V-wVYiL}cq2)Rl15Ly3;G)kb^>cec4HavU~{RA`yL z@lXGS?TirBDr*wZODgFWY0PM|tVj|cCCPL%`|SSsngCnv@{P{Q2fN5JKV`1{SRe${ zi(FyLw?fSOgbYyGl7g%6NB@S~;E9+GP9Mw1_A$u^J`=wrS8tCELQwojBz(}hxHVYl z%}OF1Ngfh;aM<(^(tkPT*3weHiz8P&9br*Ww0&^~cJ5f?lvU-yw(&<61m{R4l1TdD zW}?2BWHAj<8HSw-T}k9cHad5iF*mMCd`cxNuttla*mv?@(u!bZA&w-J^@(CpA_4>Q znZ6kQ8$)7Y%Q68=Ua4Ed_I;8tM0lyMCgh6cJ*8OClS_|oLUm%y!jg*bgEmHzvst6} z>LW2s{hSC{z`F(TK4v`gdG&%_*&nrIDE-?vt0mL3SRq%t0CP~xksUs5DX_38#mrx5 z?#EdFq-O9t5Il54+7g)5uCabIbEICCn9vsaDs00#LIMVT5C^Fmsr`CYndHJ_(at*>LxQUbRf z4DiE9UL%TTHGhj!7?&y|i>fzj_Zp8U<#gXHzO*=#sF01kMAUc~MT&+1H=~l%-wf90 zof^0Ft2eh_E2n=SytVsyn8O`!b5{a}H*e81XU@4<%prSG(Y85(`@C%FC##M`U*bNO zK>%2?Zq)}h!t!meXnX_dqFeBGiVspJEiswpBp5XvAoNVZLG!FE}T^Q4ov(0>$=;tMkm5R#{N@vIIu zH*0ns{N7pQ_2e6$bWhSPPCZzbs&R?l?P<5gR`8Sd>2LKjS;p))!_?S-yU7|EFke(WKSy+WxqMNV4lrejv)M1@xV)BN77V|+zS^)5u zFNQt@ZE=HuYwqmWiiJ{=Q*D|yP;=G(T5@wKSoCSG=txQYU;!S8UcAPU`({L4n%-@7N%^z*+<{uzD$R<<5d(*CEe1p>RhO-{=X{F2sGAcDA24G24$Pqy zt>vL+5S`Z+(>7J#$K#onn=dqZcTpMAyfV+zMy=4j)hwD<+6BozYo$vVOW^2ca`^;H zw?WfP?YEvKvngYKYatEdg81%d!7TK*|52vYcru@vAX-X66z@lY$-4-oo)qHzU@n zTwyJ>b2fsBJ=bB2eTGjG4hrz-`fMX6w6%aTO5RLTOPE|H1dzYJHL1U&aZqgD-%|JN z!W=-C#y8sJ6>B}wNFN0bs^SurWVr^LtR%2yoVF%H^F|B%nOHC}Jr;Z^qw9jO{{rX` z?|&)jmp75Upm8G$`t0$(QJ@IBFNgRGa?#@*psir z-lfo3ueqS%;e}Fp6;~l=3|pAgiY?nTCb;n|ezxBGMe*EJl}=20D#ENsKMX-H2>;|Q zosvez=F-NX^uKsrGoRV2!!7Xq*)2aH&z*3<+z2e$R*#><5izVwtRH3UDdsf1$%2)v=1e*SB9$ zP1#u4iG=a&Xm-YgM>q3SACOU)Xd*!1<@IC4#5J-A{bQ&dF>bapAA>d@KQgl?>4Gep z1)`~)YxKjEOXg_SL9CYi$~mfdp!3(ZSge1pZULZLGM1@k+%8l>benwHU|7E}8pO(N zpQAolt~r;?*$G%T^*5e&=K14bklU{$9=|kPtP3WJ6B1*D+}4DO6PlruLi%?#P0CC4 zQIK0Z5~`=L?KLXoOWAk}bXsxmvQ&|;3M8oQ@ath+cl-_l9Ye3@B(j*_*HFI~go2cHclt{5Nca3xMuF+&y+UJ5YDr!;+$SXBILz@p*0)R-2)d zxj5y?NC{5BS6VeVk14LDm5yG6c?U;u1d4>Sh4v|lW??N()zMkwoDCl?JVtje1L#+n z#Ph}Ko+S?+<MfOox zQvXDzZVZ~0-Y4EL6BNTA#a1j^W~Qnl^f4nFx%&5r5W{0;G;HEtIE@zV0!fjijgs3z zqR?B$w%if7&$FLI59>&Q4{_B-dMuz{ zC`jPNQ(NMn-5}|kBuSIG3~WPPx})CMv6>IdR(QW%94^U-1$gzjVH;)3`gA1Ju|l3g zy7A?GD9nO%t#*HALT4?J5sCu1Y`)TKu@1-wf>6;!8^eMF_hRO%jjXATfWv}dwOMBV zvh5DcQ~e1D8HW5`qyE8*SE3-kSce&=wF`X8&cdL$fc@l2v@&qs6b%5MqpRCvasU-} zKqYM?FfD;GS=Q0F5L zf8hQ#SYXXTiL$-7{~|&;Bj^zC5@xO5e;$Agj?>$k`(6=QT9TZ&q$BB5nRvtX{E9G;*3dmFKIU1A6knCA(eReqN}Nlp zbGJWhsZ$JHw|jj{w={7n=4(wMGSKyt@m+Px`qt1p`wp+8_AtMfYJNw@c}~Lx2NXIv zNg?SDHh?(RscRYn>+<|og}ugHVAAfboYK;7dSg#88@Iw;l(UXRjZ-cF)C(-(H%I%Y zrUCc+i$C;1FO`xvV4Ry}TZ1fTTQnPxZB+{I*U?5&*%?mwrALDUo}_aq6^FVXM;+`{y~Z~_)hkJS#!CjHI4A&VQUb!t zdU-g#7m9<=&0CUAN2B0F&sGcLF+;wIgey2j=V?JM?%=WGz(X3v#s(4R&SK&f06?Wy zun5+#0JW-Xg&Lvhv+mnt6lf)b8NJUB9AqiNv|IW<*8M)5x7;~k4;MY?$5~qe2gM6M zQ}7sOGp>7r{7oAjTfa29{|uWGn*T)N^;zA<#wXM9iOkjRQV9fcgIhJP#*W4@nKhNg z=mK}gn-DV8&!Y0j?`-ed+`gN?PuvIVa=n4k2XGRwU}bf;<233jBSPCS&^ql}#VmTk z28mD+ojxRlWriyG62GWuDRj-eFJGb^ZYLaDm^pAvHjp_;{}Ka5y7zuI%Ez{>FR&kXByGIflo`DAYFhDy9$w0nBkmV@ujD^KXfzqR6bO%lc>*aH_{p$V!7lyDP5m ze0B?5pgrClJ~?$jw`aVF&wX6{#nUSN>o9^U@CPo;Vh5pkjZIP^Tq6`ULTJ(BJ2Z;~Esj=*vf^lUP}UDiw+KCHB}S=y0N0 zW2k9YXbjFfYX7FT$BLU(PK^W<{XyKVNUfLeL~-^NWBH0;0!-9oh7J>W8p&`f>lmGO z4qmy#^e+_9*5*IkuRTRU;I|j~6N>M*?eMk8h|2{}#Ke;BDf(by3Q;~2pmT`K&p_D_bsAuB4tE;=u7HlOVZI8Fi)(|;v|8Z!G5aBWxMYuw59Ol;_n z;F-l;ue))W^e@oh_&HB3bWXTfi(bEVGiSqxd=&0O8R3c|6BBXPH@~{COZt#M?w|IH zmE}=S1?YlU*8X-9aZoZ&12c|!yvplJYy5)0O#ipBheJ;tQO=W%&b{T5v7)Gx1?%FQ ziax~G5nK90sC3*EVaK+}ZrT=Gl@5L?WN4!){_c~HB`TH|a%U{h?NYKbc=OQ}QlF>R z_mrnpL5R6nB>Mq%ZJ>sGTyEO$TcqaXEwqQp46{?nXnAT@-8V!k6==YP#$EMuA-jf3 zeZG(`Pe}4D_C@*bjal8EERS*5WnX@kbFx5a!h3R3k6G$>1>VKgRywrp{^~ zDgJr6wj^DO-+H)?uP=@)qOCMPr;+@l@WP?Ye1j+$kbkMVuWzAVWWX zC}Nn(k{jJ-t$>{9b~+a_@L^bFXuhgG?yM2m>;{Tc5S-z~n!L=ipZUF8q)ni4hwHd! zV-)~KIaU;UEy_TAQsXh`PSR*2ZfM*ou0-bo?ctmSG)e)iLkskmXHP*l2L|2UuBM|L z#Z)wCf^wKd4=h+}AV%4FRi@R_C3Im}W{h9EoNyF*^C4U$&GK4q<4UipJWv>Wj{JD| zIJeMnfXS-i!;D}ZQ>IFCfv+QX8=XNji?GM_j#5Gs$52*o`5h#T{0$Tw?V?t`BAD6a zahR3mNCy|}vqP_phD#3-qh=UqCtBMWW`Y523+jKL|9*suBxzgvjop|>)=yXvQ_ND2 zATW3``)vI!&bp#b7jrRK`@64?)$0W7y~d%1T~M5W#iS%$nWx8y>~DF-!`FD`dGxt^ zfJ4!@J;#$9R z-IzyX5VahY*Xpbt{cgHJiE%p%eELO2GpP{kDo%z-xHNBrQcih>=~|kVacl*(%6=ya z<4t1i*lBY0EZLzmgne3ti;FtDf)90^=C3^rQ!_dJK?}~5i?o)bbCnpX^|0!dz3n*O zm>n$P+$R->K}+VXhth^sWFYvo*LOY3eyQV+>%3;AOPHg!z+a+uDpIhw=mHf;rj<)y zY@?pP+QqC@Sg&V2iJqLgbS1th2)pK6cW;1OBI1Q-YGGibJ6^Hq8C+fM(1lyJiWoG@ z?XIl5H2-W^dw_LqY&jDqS2K1{9kCpA{)M;SYvgNie2C>B=fEBd1$l`_w^)llM2mfr z<~VDuIhb+5+2NE}q4i(9+?g@N{vfk0$r1w&*wh5b3teB`9tb0^IqzeNXX`x)ky*)PTnF^Tv6@PIsEUdp~bGS-6M z;c0zLEBCHOFtmkDcJd01aL9ozg}>opKsX`*NF|(&v#jr>sb5zwJsuZ_MWMxv&;}kh zBnmgEr;2&eVih4mYmu(ZYwcjiz`qn`qFbcB?%N5t=|aSuHuL${#H$*)Bo0 zn6}q-g_nZ?Bs=sMUodODxQ)g}Vo)Kxd-E#IL;{pHx;Gx+*C+f*y*UB+Cq8=%p#%LA z`;>-AwN<;4*n|-*CKVkUmOxUq5ep+qb}RO`?kQS&qjX+p*vr775IaeL;2ZK6$v<^}$n7i>!L0Z}T=-*SECB%+(_^YlVF z-5J_+252Ve+pITh_vPhmqWn3V$Z^!-a`~c?ZzEc*fdgBrTWkXEBS+(1B-{?!thkOCU&7Eg|&jf_&Z#N?b;VKil0!U7q z+A7V$$6ql=E6V6gm>+rPc~d5ZQdzXc2l^|c8=;}{&}0=A{%8mTxM+P^9Va{Tuum_XWz!YPb*e(Hx65$ECoDMviDy08)hoadSq~=+wF9L`v>8SNV4OhrMC` zI_nqS?Wr}z0qxLhThZH)^%~BBk4&6)+apMSx<4w?tVtk4<0GL! zUa%5Fo@`~3?f;k?z)mS?E%)%rci;O6RR^w51Irj8PT;GTT9xkF$E^+th_u-)Euupl z~+BXB#?jKP+DJ4f*Vuas~UQCkW1jpUcj|*j$$vta2p57jRuW~ zK}0|##eA^C-by~e)q<|Aah}O$6fU5`spYW}g?hJ#XN6wjJFdO4fB>6f2muw}Kc=kBiI4DzY=B$*7mMe%Savi%$C=z)@a;S-JS5ZAe-}q4 z931`G-Zs6)Un5@a2SFnWYIMq1A&bozafMkxOH^l2bVqrH_yY;BVu0QyXbEKuA72B? zYHB>$nd2`fK*s+dMN6}olt=%&mk!}l!9#)g@hd2iTIbC8_R_X%TgY~pYOvCFwHU-ctM%ZDQ~1)HzkM0`V&b1T7JfDDOg*R(p-?{f%wlJ5mg5Q<)D(LbUQ-lNZQVTE_@1u#itR5Z)NY8F zmYgI%Y&x%9(;+$;ECU;Fp_mEp4Gi-1ll6=c3hiFLyk0(EsA@^-W@H(n%)+q6^ZoL5 zAq+*Z^C+?^y}!P}X}DZANfaU3IXxWD<+~cihndpr8$W_?n)Qp|;gsN0<+v>wqV_dh zNtkP7J>#-`$-&qr7ii=akKr#z9q{9<*-D&jXYKYWn}bc{zK#jcRw_e$T&5qoZsN{=%O9v*3Ge- zYZ`JFex;gIlCO@9>vmM;3{6aK_1KxNJd@mE8&UVf-IapOhCX6kafH==D>@VP$7yeQ zZneg-R}1f)W)R$Asj_VVY{!>@i0_iCL1C)oJFb*&4zvf8 zR1E3;%~Z+FO@-yaY{Cz`lJuuEv}Rib`#Wotb({B~2w=uEr5+?dHs8ovYNiL$x!h$+ z=@_E(_Xkj|pILk1_w40A<%;3!Tp5OYGgqK*Y$~N^EK9ElycKhGF}drAJmVMl(BF5q zQ9xPSvCQZ}xs?EG5&JzqZyT=ww9VN98 zwz+8cMB*P<6{R4vvqFoV*OV^31jGdp14ybo%j^&4z;x((nzUTsSlLVoNg?Xu*(MMJ z`av8jR_!1dvrqKknlE6af=0x@OW!V%7g@JoD?&J{+I|faFq-eBC|4G~(@c`ck-m?) z0IIHhgGCrc^15gdWyZ^)7mu-(Vj}t&&on2UWE}4sl42lxc7(ts`Y_B+?3Pj6_dy`= z9br<|@6DDO`*f(HXVnOD}cpH|r?lvD#jM%P~r3-dkJ=M1hPecVk zCq>MRu4N<7)f79HBD93O(Cd2lxWl9F7H-dG3O7lPpb1G0+$g-lSe#k)n+0pb@$E{GoHu zD8>iQli?!#DE!h*CZb%yF>HGNUse^8XM{*@;9noCdQj-69kNQWL{$_qrQi1G56*E-K_ zGb2h1pE}_)rQR8%m6te&jOmAqd}KYY11guZg7YOa*CGAIUp*goSTL(*%u28>Hv0bg zt47=gfO&+FXkLDoP6|G@QYLnYO5-*$Jn32zj^Png6VKfuY@r>!Yo>0gi54SV$3iLp zLe?=Ugf-4T&g{({;<=DT_9cR#kvxmaahR)+wOYWjQyQ=LJKf^m7=BVZufO1fKU@z} zb3rF=N72}0w<_Q$lJ5+3&0(G|hboPvptg`8MYR;+GHy?Ddci;936b^mPeL%ew@^!f zYi04t(8YZA_IxyavmLA!*`%I&fW{XkIZ(cRYb0lMMP{mm-OdB?n-YuDWGc+?sM$jL zpCUCW=f4V_AszY!g2gSm6Ukw1Z4y;Qv{D?;E9UA z>XyLvHtZMASsARYK=-tLC8~;vwP-cV6b7)4>9$AIaGm39wsSJw6j199D_7E|4_Ozg zxA8svAA^Xf$L6Bo#kK;n|C#3uz<3sU`osG2xKYVvvMwST*EiS zNkdRi?Bm`cp7$|DivCEJIMm3>m&wk=l%} zB{52|t0w+!Roe97n~fwoxlPbT@%)?S)4MFlALdZP|J!ccM|2?BliD5e6l5vp*ux;^ z>v}83Mo!;ay`We00JTB7<@YCqq>1}B`^Wd)9{lP24}No}v16-6Eznt!TDa{rLs)%> z9%eGcU79QMwSK+l{yTOVyUDH{b7_4_4uNIrr5A#a->Vt_Zz&+KaYO~cji%-&I#`SK zNrB+5AhEb*i|VVc^$ltSKdbyB5YO>72~FQBrwy1p|rvXjE&?a_8g zRc}AuE_lxlr-q#5<0T{g*LC9NQe2~OIx#p6t8UGd(0Y*rG=c^E;fS$o&ZdV%mArUt zDeXJ4kwdOnF7JEa{x&^p)k>gc_WmFg?E{zr0d*!+6ljq}TZcnypo}=IF!w=1^pZ7L zMny%AH|Fv!=v;57QZN{qiT;75Tg9#xY<$6kPR&c%A-?d$-kj}f9>q#z3z3nk+v(pj zAF=k%cRYKI(BA0@CCJhi#wU6=ETA&9!az8{@mULo zZGVD!2_xM*iJoNi^SfGA7r3}|Z>NCVS&reSy>P_`(%ff$9})`&Mk+w4m^l5MQLyVt z<`s*WLxgU$mr1q0e+iBA(8zo)s1(rh23_1Gea2JZp#Kf+8PpY|^Z z1y6uM959v!91cTZX@I2wXiilghWn{r9`o=o5Q63vl-)1PSbx0ZC4|D#!$n9uj2W|N z$2*jUWo?fR$f)7Z;&`5rYusLlPPCVH8CflaJR+^xt#e_d3ks z1*;CcpdT4J_I{b zjCrP$x|L*6&eC1z@Aqe$536|~m^QW$M>Cn-<-u|WVMagF%6sy)mr3-g-b&+2)JOoh zMwu3xg5t2})?aVo6sWFy82e<5b{ZbbuYziO{Vv&5?{`g6-!WNAs9;;!&!?a$ek?N; zsYXS5dPh+@QVXi+-teGn0NRO-3H3XPbKyI&rAOgeQ(kD><>*ChadBT*AQlvYo(xn9 zrE(i`WOE_XZm$+rg2cCVWt}|><9#TfAjKswCZpeoH^b7})-wQ;6cU7eE3G26>} zqbhc47d98$#1bF?EPb#;OfBv;Wj2~34(kTyXBu$}MdyYolXuSg)V|nPlspAN8#eoM zhH8g(0=IO3y>x|%ymAAXHsN)Q2~CHN!OHrX<7}}6@z45gy=eJneHyq%?BewM5$*QC zJ;!qu$K?zfIb31ZKW`2YmH^*t7~?}A*Ym1>oArFybF>t2)A@)C7D?=V}`0# za7M_^%}qVOYvcFD_d@$R_xLnilZ=`@+GPkbD}i(`@e?#@=i)K0AtfVNGx?hwF^VGK zhdQY~_rPaW#yyXdyy>0ygUWe15+qj)pAK}rL>QU%*A%(&&cewt1d3v(5D%Y-jhA}# z69q);%9FvEVbZLmgm)JqE9ah>AJl|t3srBSojb`M+$~ZV!Qmouk9jDD{naT|$H>v| zYhuRY^T|63{{15th`ksGh5nZdiwv z-NGLY-!(ee;c=%f$U~a1;>cQqo)H0CbbZm`(7;Em=T$%XE_Ko?jBv+x#ui3o1gPQY zMNiK(0D9ApnE(;rMW}U18Vw>|5jI8o==y``h$Rd=Y~@b*b3=%^DIT0UAfkAeyVqpK zh-ZD$Ts4;5QyP{Lv)w>Nl~x{9LuV|4_%!Lz>Jx#8v1wPbjS@^@LEtdZ&orxlvPk?+ z0%h)vXzaq2xXJLADyyT=4ac<8>ma?-pA}^L$fL}v0)rvHDixYsBrN-lW>cI|nWz z`>Qc*aRdxc$14ZzkqCHDAwx{N3g9ag;hnpx8{QWsUfzd~<>SE@)|f9n=`9e6WW=eg zgP5a%2D9uw z)kJ9|ix$y_(M;}QvPk6Y0*Pje&n`Xy9x_Z#Pg;~hqRp8)aq5^tWPJMkBN?kQ%5);N zN!|JYl0bDW%6|xg4CM5T!>SK@{}^i{yfsWGaU%ELTR=rn%2k*k1GTbQL+|#CJI7O* zo`J)ud{^7?q}<@v_irh%=f9V$nHTzZwBzTu)t5wP=*;Aw7oy6aMOwd@GSXTv1eC^2 zo7}bOeQ+r_d$OplDfl5d0tp{9nJmOLSboPzyZpWH_6f{S3trM^Q`<&Py&L^s@upz~ zr*?geu22zMs;Q-+KL-#Xv8=7_%4BiWd@~pEYPvHRWT+pDO6TIK{YK4XwJd4p!=k#1oWA;?ArgvgB=qWEMTorG zE5RfAVMyqn2F>MwXCnfO$vH%j7!xHc8L^AM_sN4R9vr4C zw9ttQp+v}G1|*q11}Rjea$GA|#k&?gGMY?2n0b6Uf^+Y?+5NxF{CMHD9B9z427qM= z$l;wz(!%d<*{iyzNd4Qrhe*OwR;gL|ar=Vn(j!{>qsdz2TMJA|1#-NPV(3^ zv(GX6a-k_;<2QiSF;G|E8uc)lNkl!m>+b2QPIagaNA2!;r?M4V;<7~SmtR-!MU)z} z9VVV(nI9U)FDiANM;jbKQ&e$H)&JugO)*n7QS>0ScM}p#B*M8D8z zSEd1nMX5uOTXxkplfK@HYf;1q=^*(4MDk70L@hGf)F(=EZiJ-YX=?w=op#dL1r zVaUr!BF^I3)Hn?T7G)4g6`@iD3FOc4Oo-{I@XEc~RP7=3Cu~eFMj&f-C5m``vY6&6 zm=)D`@9w5!rx~Z@m|8qH#tyS~U_9s!6D8@*$LFA7fRA2%EMT0cO6^a?5f+~Fy99JY zfS`ykWV39(*~o&P{IuLVv0O#Cm9w&RFf>?jRuH_W*ur3}X(K)%>3mAbOTFglX3{TH zQwG?fzejusF^1gTGL}n(va8W*Ye6_vmEg@u4aUizM{bAh(GE~s#|}RsI>V$cFj)K% z#OsdQ{sV^}urMeRu5jW!`z@WQo=?${fm)lN7(KtcYry)7BDBO$Ppjt0anm#ST@}qR ze;MSX^i}m?9z^A^tS}&JB>m|$8{t1~@;3%^x1 zp5gi^T?ID@^g|+&i}+vzpdY}0vFzWhSX+YGj5sfyJd0GRO0vydQ ziSkWDvuu^KVnRjRh98=h_=pITe)hHjF`8Sh`@5)t7wj*(D&|b4U30Ekr3F|)kNK~c#TEODek}ezN@sNTvvf9?xX^A zkzcPu%r+LR`rmMvL907@E3x!G9}25;gWnllnj926!80$3M{wB=mh0}@H=zyf`jv!2 zgYHYu)Rrnno=M^Ig5W^@D}2tOk3>B+_MOrm@P}(C z0|Ui?6U>PdkbD_Q1}T+uz#5~TVbVcf8>l2n$225wG-sh|v!&jWif zhsDA)8=f8`>Be)}V1YFENYq0j`xk8SEXkZS=pwBGY$KP4?_!SxnGtVA9Z_I_4$zA* zf)^!bNm+dFwxBBC28t@h-x_WLyAoyO&sAyK;f};UbQ4EEAFK>dj4inO&Y?;Tfkc=A z+?ouypiGd_>f|sR+&Zg#GzxXmy5JiFrKi|dV0uC|1uS@GsY2t(_E3GpH&Fb@5W#Hd zNB}a9x{i-Z-d4#`wtQJ@$)myY&961W48O|l2;ku&*zfD0g!GBLb*Wie3KV>E$S=$Y z?;&!caH$RnGqVQ^yaVVTf7A&9I-D;GMuCvI=T4+#f)xHzwKB!sbtb5RlY}01%`9RT+X}g%*T!ggC-H)&IvnvRny}h@9Zcj2RGJUgd8bS8LF=n1mA=3^_sDmGBig!a=B|5K`kxH9n`0GvJ{1ID@%?y{ zoKaNCLlQF}xXMw%n4uocK z>Vg_7xgxpHbqNY^;AKbwt672fh65f+Q{nWj2*MGT928w*uFXjTc942Fww*;1?XNdx z<+t-;b~JK}Esde`<*PwWU*l8*nHacv@0k@c!)vza5&eqv#z@TO#j({3NNKv~QAX>X zmVUF~JN69>_3PQvTNM;#H&3!X48Kb_EHLedwdpCSHWYxN)rqA6>tW4qC9}vIHx|$_Gaiu0zaX`O`

4 z*^Oz=wBStEujf3OiOg`oF@|)R{hTLeJ8ddNgJz0hY**7y^Jiltv+W6*Bs8kh5)&1avR~JqYM|l_MgfdA;$8^>A=`MH=|1G~A_||97-hnGxKMCN$`-|!tm%J!E%&mAChtwo>Incyht!s>2&^~%BSrIq1!uN ztVJcr`F4yv(WZ2oY%MXC3kdSZE0%AYf}FgicN6^d{~UZN?`^>rFA#6(5{p)UoJaTd#gCT2K!T zhrYFL!rJlM;Vq-Hu z22!xeHW~k|ba&ormzd54-yINp&4<5av5FnRe3Yq99nG4#Qs*fa7sMmG_l@9<)`Vi} zNI3wB^;B)n`2#L2b-JEW?y<-Y^`)(r#38SXcbS2$ccCdk+3Ivtbe+aK;CM5G7L#G* zSdBFg9P+h(Y0DfY*M~IT(RIGRm3RP>G{}F)y(GEyD>@n}>LuY|j5xuO3KG+Dv+(Vm zZA2ZNIkT=qnEK)d4Ek!u!-TEh=EU2{aI+qU?N-bFMsdFFAWHni3MKCU0Xjg%zcut( zOG7nEqy#IFSktGu1&eao^aa$7^Gn?5s*sN13P(l8z_r74k1d4MT{~kC8CupDxoucp zPg9(UL>bha&t-3~%nk$l+jlkE`PGud{^t|sxMdu&c*G_cEPSqQzD0{c`(u2@A5vEP z-ZK~K3`xdX$VAQgb=C}AqqDgHeuagd_&(J%8uyWtxR4gNz}OGJ`Y?XZa=Icfs1m-m zqUL~BM#zYrgtkb{jOd79HCu?L)V=_*P#3REiU+NjRs%4ZyMKlu>|z0*dZMx|))wjg zGZUW-D4iiU0N@?Q5hr7dCyuK(>Yn9)K+ycGUjV8ZDTORoO!u5_446t)Fxh+!fKz1; z_tQ(q@DZE?j7D9#Dn(?Ekhp`&-;9lQcu-h$se5;EYaQ#tNZkPEtT6gHv*zj2u_J># z;#PYxCD?Xb!+~j=k6UoX>%>}MI@_8tmNOJ#XtueV_IZ2C;tSbbFRyuY&c5SWNQfg9 z^hVZ*!0wHhksyEh--hN%i_o?lCVnT2N_s z#x}s?zG4L7hiz7uDF-k65`V)@{DKKp(H1#JEpxbxxoUk%(GDVrSjw3&1VHiy^fg%o z&}eCkVPIQD%t4jKV3UI4YugG(_2R}*$!MT{iwwtuPd%l)F}V8VI@yqknVMG2!s9Vz z?XJr2UVpmp6+7(0(I&D{#Cubjija5>ID>w#wFquQyqC6E;DknTw!$khcLZhdeZO6r zvYYaY&Uu#YT47HQm_!76On2Y_+`mf}r)>((tPB+U)tgHtdSQn1zTRPQ>?;2W9?Zpb z8ou5xQc!HKioYnTNv7k%n_RE^8@iv&7ot=L0B4go$8rmGnguoJHCYMYA9<``-tIKs zk6q+S1B$9VLtUBFEqgnXxzmg}QF#!0m4&ylJ_EuWTyaM+K#YxI`pHaq(~zhcf)Il| zvXw$gwQutPz}dvsZ1_xC0u!H)TFl)LDnl=SX@CawRQiC8l>PBq^=y7781%oIy&4nwQog8wIjF8j){uzT0We3* z6gZq`ZCKnHv_0u?c^=LcwvOPNsbQ3qu@eqJ6i~~|IVIF%Nkpx9D084H$CtL^$MkXO zxk%8j)XJ9e9is`yv6FdPGXHjN^l3MZ+2&b<*4rF!!Ushsy|X+l`s)CX4CVs49pVE( zj8Vp~c`Q8eBDuWi1iOg874HLU`_hTkek!9!x9$dTGnsrtT{|fTzNg|RJ|&aPL&kkS zk++fif0o(&g_6u0yKN-eC--0}0vi|j*oA)O#O%6;uxNI3< zkQRYQh2y4lUTU#$vGSER@axSYn*U#@_MA#pc?h5A9hv$Hl0}5uN(q&*ze>zPk%4MY zMDM^*=sZ?T0GSO)yWLh9EKBj5lq0O73VBnmghv2KXUDm}^)H=d< zvLK6s@?Gn35?q(1D}5X(Byi4`&2j(4`3B}gWGdBDQWp8Mz&9kQI9q0`mKJU zI4<^AdQlQ4uTxTnn93GU;~MfO7~}~a#vUn)M9j)rgO*o8e-$1|9Qt@xCdf&74vX)h zCy6$ayHRp7yURfcY`jb#_um6JXviQh+~1AFZDkM517;g)j%%+!ySzGfXg6;>t0MC3ZrqIIPAR1u-#=t~@gmj#SiDMxk*hmE zb1|eloRxU4v3Z4m2E6J_TVA+}S;3js&Ts25$^}?7W^*P0Kg(Z?z1wQ9u-<4o4KDo| zQFwl`4;w zZT1>A2e%Hd-*ZWCvj=Ot3R@=BU;B`AQjc=63jMRZdLL`ceUy+O0e0^was?Mj$FJp; z@s<)}R4wv#OmbOnvtdo4O=FAc#j2_@++-8D{uaq89r9ttDr$h%c;=UkEu}J!f-l)j zyB%6>w%!|>13e3#ii`W{<-iq|G~aL!GU?3K=qQxx^pt;1#l_^+5h1&#b{|;PfA16| zV77vU>NQ+R#9;A?FY3OG0nt-j!yvkvuvFtV9@6!T}ITQFhxsL=+^ z(+4s$yZvm|*kc(_XwD$8+m1FIOk<5htxTzy06X#^kYe!rwY!1PG!XvMYANH&qt2(A zg;6WW&tadc5pgegf{su&gU02^@VL*L#c*8giv(fw=E^2N)M=*1LnHve7uSnHhSb1? zAT`crm;@Y>v=eZyKy=Df(7KZ06wk6HCRl^g6qKi~vTopKb{<283JWDSOe2dH-*iGD z8J$)eq83e+*#B_WakhyK(|UtOnq$JX82o7M_F}eC&%H!WK_!F;;X;yl3PUU0-&m|< zTB(+gRhe>=9`K%f+BtpVU{BEQ37!$*tAA$NgntJy7Z_oq&EL3c4^MH zlPiASuuEEx2IkJ}vGS5CJcVKg_O%naQfuzO`8j=pljn95(87rE`Ip3kYk6D3sIS|6>mIVXK z*`rS_j2k9=cV-hi%CZVbRE`{`F}#eOKP{7UrR9+75wV`4kr| zomrX!o?D)V9VzbWbM?T5BY&NNO?rw)H>eop?<@o=YNhKIV;%DZEW^cfWkWq0jp0S4 zyQ3>UTf2t(O3#jFoMYi{D;y_Lw015W+T$$2xB(puUIg&G1x7vU{6Eg*HnAmMBm>R1 zW7*qBM*CY$u@GBCJ}M>B)zO4#C1O>jy~yS*`Pn9kTv0B7(F3&PjnQ0;Qnn=NaN%TI zEV0%w>(_1b`J(i?bxQ%&q58{e6O%}nOoTPr?BKM#tW&uIkok|)>oL&;=oaJX3Xk8#p zi!LL^QW=Pl^w7TeH>7~`HoYR9Po2>axJ8`NRHrBGA3c!X?k4M(-@unIc%;mtc9a%G{`l`1U zrrYu1-1>8N*k|vYsDL!^`+!T?@#OD<+#>e0Zw@|%mQa1}tuir%a10q(T6<|AsM$In zXzr;sqi&|VgDZ)STeyi4An?kr!S#-=7MN`fccwWxiw4B>kOYUMdDP^WkZ`xt4NU<7 zc1=0)5;>7RQZq@#IYTL(RRzCWBnve|p#!%7x2%TCh`El-P5Frf$a^9`<>Xn56wTxL z5U0N3$N&X{YG5m9PHyV}Wi4o+05AI8^V7Jcm0P=mRX$}7N}2Iy(!Ij2sTW*r1kj-P z79xEPxe%I5h1lq|kYu7$I7hAI)Vl(9pf^~2hzm<>jv9M?$tE+J3UJpmL0VI*%Ogr~ zxt_p6WQ6|e>h|gST}8tCQffbHE2!jE^pTveZg;R`>e{8wkl4PBL)d5VG?V0!c&?_w zMVZs@mlabtkYoD_ULF$0A>4)2C_hrk8aCy+UP4oSF$OBZKo6Ir~jV}=&#lzJ?u zV^=y(XN&PGPCt5yHbg+`|N3Er$OoxQdy1{VAcjK?nVj1E@7Qe_71aB=#0o=nz`48v z4{KegY$!H*R`EK~hgcFoO0p1t#VMJc2e%hBB%;UbzSgs87wNNo#&zdgDM+OBw_gw1 z{sRPxG+8g+{=D18FwyzFv*rkDG@}u=$123t!UxOzY9!4#hfcOUCTMa0!DlGv-lzN@ zw<=2tOgV8=yVvH8A^1ATcY~&Oy+1Jlt2JNcq1XN(JN#8b{rabF7N(UTJZ1*`e!4kx;>@q!>jw}ei`q=tX3NY_a=C7?BhCnT;dR5 zIb2+L^={08Tb^x|SwqS~$#(R34Pi2QHb;!~o?p_<5P}i?xmf=rx+Ul@0rRG=j1-K% zn37Yk*q~hBh{<9%)(0q+Y#h2&PPx@tYMhhy5NS^T$DUyHtwD}=?o5H7=L*8QBNJKz zKP7q%Zq43{=tp6a&I*`yTeB~Suu;_{0@3nT+V2*KO4-am(@(?eBk2l`Wd$xQ2EZmcccFct zb;_v69`R#%XkcoC62E&{s#Z6^x~~PMln-@Lsg3TL?CdvAwti&9_mcRU-vPB>`Tl8y zcE2kw4;8B+09 zh-Y*zEl3s#{yVhn`$DW&`Q=Ke%)DQF`0~@Dl0k=x`LELGvdjo9=qDxmj$grNOP?2P z#H@{#0%bK(uq%6{_oUjGMM9suNZTgz$_`YTEBj;%A|w`$bd}mLFNLdHbqvdx3h5aTi%BO1w37;)UoE3s4#A%{I;keAyr(b}o<*vDS4y8-T z_4rZbjI>-zu$#m?PSuZamoeHqIDhl^WL~Z49N1d&EA1_$J z2JbDAFP3l=Vyp421J4=2M6rTqg&i&D9A}K765A1SI zl2IoEGqSBc5M@~?#Xo(o)zsryhO5#xd}A!pgZ%_Kl^}LpU&1Yt@~(rl;>oMQj|u$3 z&D|y2J8(I9_x=qhZAb=QqHLdew&ndU#3nNatpOhM(NYF_!z)LLrrB%b&wH+ktx1jE zBO)>QVG^;b)F3{U@NFOJ=|ilTc*O7Bxms_E_jhk`Tu0|-LLHEmf)?uN$PHo?M&rK1 zSB~KJ@j_kJCAAytH5&T4s6S<6_&1tBVn<)knpaCN?&xFR0^0AmRP`z@Y0=C=FAmE~ zG!)3=sihC1cfwqv=(@GMSA0^Jipdkd>MbAQV^5rJ-*@s8j;u26gffGqv0sdrG@0f* zu_yJo7qZU=TWyyxBYx;#t8%`rKG}IrMh?9^NkL`$!RCb>`Jr%)*~u!S^xbr&ALXbQ z%3#+NhV4ro{q`=8PZatl*vQp>Cffj1$7_i6G;Qn+PG35M-ZS&aQk%?wXx}qs{`9X`0Xjn@MTMvqkU&dH9uy(Rl=o`6EW0PNnUK^19&0_3Ineos{Z2oMO+Zn zjP0J8j^}M)d@nMm=w!UL;SozXhyrJ4t2870)qDp=oTHMkaswejeo@GD+x+-~qDoYT zfZ-2YU_szt_i88e`(&JMAXORU^A9!I#KbQ*>S6UBrl^!TG~Gfl43OI4S2HY)?+u+l zjX9}?MzfNu1bBd~rJwg$3`ezXvzf)ppy>0WT&rYD7zo1(BxmG?g83lQ+au$ui|4?c z*;r2m;1u10<|HM2+++Fglai6mPagTa=2#yy>Ctu&p#XF}{_Y0iLLfx7p0u`>+}0LI zykN0L?-Xc^5t2q0pv#1?JE&H1pEhW75hzeRfcpktmJ}eS$y!V%1onI(m_Q7nHb*sW zGL>({73y1kiz3e)!3FGFlq!1O>9(W#m_U~461QGeWxppb+N)|ckUPih@)&Qap@W%* zhvMcmR}*uuiDAH=&8;`Vp?S!z-Nu!)WCJfnwtn^w{4O>EbEi`KVVv;pQ0Au{9|~vi z_w@wM3Z;<@E|LJgTbhb<{>EON1iNq`50Yr-lXT5OTtBF_79&BXXowDWXMGD9Hv0bE}q2|SSb%UZh>3fV02 zKuldbe0?87lQbIE1e2}NZ~$`>@C`A)HbCZ8(wz2(R1cPm^SZIKD5(6%LC~nqyze0_ z%(%yrUTr|_dWfI!gCZfloxteCvK3;$z&*y@jgz?AvBix{fug?4ZMDlP9Kkwt0dOZJ zy*+@tQ4ezG4-^c3?AFYj?q z(5CTjj4091SEJwIbfqB7B9p3o>aTSD6hR-Q%qs_3sDAS@7o8%3xMv0b5&H0RG$LZx z`t|R{&a;3bq+6@24jAZU;=s`J1uoTYs_S_?tVq|fN~B&z7z&Bwbsuvwp+RnwYjM9V zId-I-{*RL~4wR<0Klpt~;@c#9NRJUrHK#v2;%mc1f1a@-!{Lgz>h%p^)2tBV;F?G< zkEG@_hY(&jZ#bAV`kHWI?6-@631xBBa?PHW!4Ca5!4moy$k|`Co3CehZu%@yKFK}4 z=-mVckV;pitOAS6LImg5Qbe0oS`V9OiO;4mHfcFHj6n9sFW`I|s-v@^sBETCmw|63k|=4Y~iI3nEIjriSm~~h&wdhKB0w})|0*~;u@QYOUhew8`8N8_G6=l73>mH$>}f-~S82VkBq@ZD z$Uue?+PNe>G{vL)5{7?LKhv~4ZRZ@`6F}lV z7Dif>Q9d0A;fUD_h%HPPjBa}Y^ro{0pBC!kSpP+sICOxi$lP`#F;z>3-btI6i+Yh_ z+~4K1N>E22=>hLnB_&RXm=gpo%|zscm&T`65!AboyYMp3TkRNn_XK!Vy{UY2;eiS+o*A8u$D@jJ&N?kTccpNIEefV(y52C5vStEB) z56LjDw&u}#PML0Gww{O;c+>2moxbND`K;{AdAt`o2Q8Aekh;^dn>oml5RAz`SE zVNvERc~AUWPhZYYCFV1MJzQ`^^t50oy|1M zC;_;Erc8DD4nVyu+4&u4RApA?IH3nvUbPo}Viir>bUUFk0Ry3B&c^>wFAJxp#6) z19F7%(}HykAD=&3qBE25sk4^`jdKCR9`O*IEoUJu#2clCd0te-w#SSkOv{VHSEy@B z0;7B(_DCqTFZ}>mf%gDtKN*a^(*K`bzr)F*S4~z$zTFZpynM!$4`Q}1HP&EUDMEh& z_BI;cZ(&aq9ocAz=&jtz#{6)L*C<4A9u0w$_RW=PIy_Ci9+;#x?yE8j9fT919}1{I zDnqp5JKl}%@2Or1>BqdBkGeo1xN!VEa~v)vE-F^j%Qo(M8R6&ujfG{tC^4xc)bycT zA0MGRnnjR`5`HV9JJ;e6cM;n@k7(*_w82z6+1h)>1vgmZ4n{L|=?a83u#*g5!lsRB zKr#d%VNmmTDMKzbrY&!y?J%7+1aY|+H!^cuFiacbebg|^@dFDc8Qmy;_gsjdRaCt+ zQTusy_=v>Yi74|~7&a@Vn0iDsfASSm)Tz@?Lm!4p>fWd@zsoqq;NP2~$c2}o%E8@1 zE)KzT=t}7d-G#y7`i*Ck$wvsHd$KbVU<>6Q*}8i{Yr+bSCb;OGEn$*iPmQVe`zFiR zL(jD?M^TKt8O$ZzO9)D=8v+r+IPC$(F6AtSbu9I5gnCs$zT&%BlgGFFKPgsa63%AM z-M39t38fb5-ppXS3h-a!M+tL|D0KVJdB{hfS5%Graqw~{P+oyg#0TPE+a1}(aoZGM z3oENp@&108&-GRvWZC<1#|DhB)2yb*i7hi}OLM*};PgL;g%HOAO90)^V$*ps)Xslv z4hTOxUT36zz|g*^jb~oI;>_C+&LsR<(!rIzV#D)B64?ICJPH1(z1-Bc=z?@Tu8xeE zxl{2-dH*4*z%y>ZhqLogzBkW)1$;JDBN79is`~2tyqX{*%7@IGf7*ynyWb@q^F%I@ z%Gbr!p8el+W)%v2?^)ivU_vqF7YpFqst^OB>qF1|Z~HN+?%$6;uZuz8i5`=FVb0=Da$U*qKo3z~&&vH+82M0rvvLz0W{c*v0i?pe&^a zmt6L35ftAHG3bY`hjJOBe|erj(cDAW+` zYCjKHgOhmUdniH>dRD5EMnx}J8PHjw%a zeBOl6fYCAFEMi_a&-NIqmKMl_;%Z|e*vA>M!<>>MZygg%8YCV&yB_l)Kod+aCO5|0 z1p~}K-PnP;Gz4nhiUB|j@3%e(V5zTM8HwS~ZqivsAb^Kq*=PT6;|3fV6LiTzwH5(_ ze3*RaKXV8~(mE-W)+MsH3PxAig3?x92s|eF*R@bo4A#>M-S@aBV}R;JZ>H{Qh5|+P z>D&_ZS=A}~TP^pz1O1bSZN1s`$IT=<7^+^zv7FI;U6BgireiadTa#CL*i7P_%+h@N znv#+7q%AiBgo1%2xvr|z4pBo~WKVg@-wKRooGghw;t>@Ocx$q2W$%|X@g5%~9@gpT zO>h6%)rV#>7zD`TRJZ`>3UmZUB@6WGx2V!7G;iI#L1#(J6u;InY< z0g)c3|5gVjJC;6c(W66K;BjHpu}8wf&(0~lZ~?&xyHXJkKx7SQ>2Fr#BD*8Sdtm48 zjPRM(=ZcOWgj0aJGKr0xaE?GZX9fOFf(fV*&7JvW_1;Shm=kG4SF>yvNN453Ra0d4 z;0=xk15`|S>6Q86w1cr~KU3_8Rk%)P34`ni{U7QNo8m*va6tSgWmD~nAu;jO^-M3u zh%+db<8`qWc;({48foQ$wI!)!fuh$FZuX_Ig+TzH>!dSRSHpZ=7BM9F8sE@Rs2ZIm z0EGKkH@!4ZvRr9QU&Ws`fp_J1{0e8&Mr(vC(I3NfFBo|VGo|U*d@Jq}27_2~=I(oA zvJ7f-CHW4Wf>06jwlFC^5&hYTaZwYNN)aU3!}|bMk{%CrtsZ9Q^Pr{e%uA1Y4Dkn!vb!W7SR6dGWz^t zXMtyX1ju$OQu#>#Opa9gRq!6Jhsk3>mg<~4la+IZDyX&;m;$$qzCzi-l3MPEb!JaD^rTV~o#~da8)qoXnOo_VbPv;+e7<>kuemzY z7nfxSNHe3oHLLia=*<4g>ARlyS>=hzSUCaDe_)`2wlfTSJh&LYHC+L_@Uqg2{u4V0 zf?{^tXpC}MS#ljz)?N<_+^$cuElDFkA)EB0QjDF@aq?WK>FWfs)(WsQt}X<)VX5oY zM90^zL;>RF!F8OQ2Q02=duX{brk~E$$j<^b$1g{qUJ^Q7#5-0E5P_Tlw5Tjl^muZL z1A{^aCNkZA4ExsLqTL-A5TqjNBYo0S7w~s6%#te)tjsVYZLrc$osBJc9;Xk4aTfd=AqsclW)Qlm`V zU0cSakdd2q7OmrL^5~S3`i5Ow=h~yJ0{Gt*A5`Bpr<$9##b=fr$iHbNV|vv%0qq|6 zT$7$OFP2Ss9)&qb1eXKP#g)4C7jXB3@FPbg#&=NN4@tHP);1EVgM^d?Cw9P3s$+u^ z1vHbv!&&7YVv`5;Jq=sQObaAQawydDamybM9$XNiiaHs6gPb=~E`D?&Q?@15SkMsX zo#+grm^MiaQjFy)|MTH1Gi?HOnj8w}F<9IAA}6YO#R`t*Ev_chDwmd~h~>_Lurkk@ zo^N#kUcd8IC1tQ{emZqVCJo+*c=V>%FKt+!m)qRc+6W2a#5}6%HfIvw_vQ&27bFA4 za?Oj`RHdXEy;yloSNAdddW#!N7_i}N)5n{~cIJyE$Fp8~^v+4OK8U)f&0tUa2F7R} zPPG&4KIkiUe%c=t+l9*~z&gR@q?PE%*rBg7;pGY&2>q%D5nHg)`>$MH1|5sgojySm zpTpVitLsW9{f?~*UiH2+QyNlv{tvH3+8UC-)3(@2Z^5b)2~d;f@E zP@UC<$Ol1)`zc!ByD!ply`g{~h8U)|Nj(D`y0^z02I!{aw3m;}$>$;|%$l4knmx$C z82dEyOaYsRW6qa7;^s1eeHGla87;RIeY3~Dyi)@E7(rm-jqo|$DSF;xXAke2t$^wh z@Ml`3)Tx--x-9PRjn^MpHIb@m92@w+NcB&#RWCJ^#nG!TPT1cLI+wUo zrhPvC$kKfoUQ11WGQhiE;4!D(TH@>Ssr`&S?@o3Lt46>2xSN#W3*<9KjXu+Q$K9}V zK?xS)Eq1V-@c?#gs8hYbP_zq)sgaNcBflTk?;frk%Q2-T9a07(U1gE))JUqj@}p+XPRpgD`W4PU3w-+|o{b#b&lrL&Y=}aDh`Kzr32Wu?1Yaqk%J#|6)MhH$sihX>X(8{LEkMxc zvdq6+QUr|1chhOmE_jbtec&ZDzeR+i!smmO#XgYA;pwGYw^u9Lx5@KZYL+&ULZ2H- z&R0K_cm+Dz*VcpJMxUUzwfPM~wM$&7Vid8ZC$22}IXH^!It$@^pmP%CW$U|x&~oP> z${&-QZ%&eGW63t{2;VUsH8%!)jQ9rneqyDsp=>RS@;W zE2NkY#|TCw@7P$$8I7%$?GxjmmP)Q@SGjTl$cJ7ybb%=id+Nxf1J&BTM@@#yNR_9n z9Ip)JmW&(k6lQBYR$#hN^{c9}RHbQUP7F?xI@p!n#viQT5sAjYz`%cnFag%56N;lrikO{@ylCFp9$WQtX1usrh zLTY9#)W_?v+x#It6t_HzSEFf_3KwmK$hH+PX8fseBegt)_?$;>Ayu{~EyN+2+e|4j z_M8VNN}**~F@;J4`<3;`#AwrfiZrqU~*yA)(f_VIQP<_b_Z!AE_~pfZ9Ewyw=N8l&wpQozkJgX2ushXP=&C-BCqlriUP}^3Ywn*BNEgk zal)NKtHwOMOlZ$yM%zw6=yNSsJ$z5+#;B8G3M}WCP;6zLila9rs0zb=al_d&f>oMv z90?yoO7k<1?$IAb0KqAr#2hF6qC@p*=t8|E=<%0T7zD?8f}S=bxG9(E%C7c3-3(~I zSR$T6G|2;Sw2l=-LM-7b^5))LhE(HZtC%;9)AVjQQFg@6=G*on`MToUNZNNLOm_Sb z_1O=%)SethUR?4^6lbKT=+>%S;5Q)tQi>OZo%WqR=p;m_pk25p0r|Un+l^iUJA)e` zcTMJGth^V6mRXxS63ZnWPreFq{Q;!OL+S^+KojxpUf>1LCRniX*_7$_95C2<*UW?G zj)spu8X?oL$i--eh}4VUr!|`)vWSaSBVX<~yy4=)(+sg|v2Ah9{YhRDjJTUBW1B?k zpJiY}UI_wK5~4ywZ6UqzHlx&o{j36*(SOFzI;oYLu*W?q2@+Zs@*E}8I9GsY!PL_1 z8U2=P#?@Rq$VgUU*(ZB=R%~&>H_Q=At5zqYg_V zg^DE1H!|a(?NtAI7fOMbMTI}Xa#Cov=Q38dbnC(FNbgt7dbUV`i9^m()7TWH7>w4h|}WkFS2AmRTY6wKO%#h+?hPJ#9v#s?fO5q>i` zZoqn@1EM_CPSk3{d=ax%9|UNlX#@($gv+3}rHHNJ^-JfcH?m`A9ms|yJ@eoho{`;7 zJxk+YWMG1wAh`?A^5Hfcq%`VAg2*q-dg?r8D8}2dhy)GgBLgTyhE1J97UE5~uk(PX zmz1v=9fc`D_9hJQy{xGxFshaEgYUGYDOI8rMOJPt9M?DPt*8~>Rxd-Gm? z0KoA^GK5?)UlcWWMZB@-EjrXsIMVd=t2X9}Gr2`MusTK*vxLu77X{mVLk>U}GgoMNwGUe7(C8U51(G zayEY$)sV0q`5Xphzx=7v2EFuU0Cjq)>z*E))&zs5{E9e-Yy(T^t&b!5TLIKu|QoEnS^$~a#`VWM*1P776>*QXDGpzs9oAVU7f zPCFG_7C*O~CCpqgLnHG{f|GZozE8e9;owf#`nbMcS1OBEZe$-6h&Vh8&6B!&Fhu2? z2kwh9#*otIKKuZL$v}RZp^}BZ73Vlr{Kj=N4F~N&IT`3U+!b%9{Prhy5VEI_0wC0L zMrg!5tv^pDS5Sb}bAT>Ea06|gn*kKCRB?~QZJOmKT$XIJA|m6d9r{?uWhL%8n;GJM z%Wjo-qPuHQ7Te!}w~xpx#IZ*{#%mlfN;$o4H=>_~+Myg{ zm8`aEL6Rb~76>)b$YyX6i5PgQj(TDL>b>6Zjo{ZcJ7zbUw79XZi?kFr=~n%mOFf9T z+I^h8_k&80@-d|pwrzL7ys){EdTYXd)k6#@XTz(LOh(UHgaRwns1y$9w*ctkWhAI3 zt;&-H%^ArNxok0Nhp+e|i^v0QNN1m5_9;n^JqgfJ?=f2&y?*L6qc$0bpX>W$sO$t7bEqk}j()SKOSobE)$q27s4;M8q#6Sz!FrV^p$Vqr` z5vy5B4q+D0u(yS3Kr+xZUoz@gPlV?m@|vvI_fV^>9dqHwO9jOVFLtn&r>?Udv@OdJ z%WWDxXC1@mS>-UwxFXW`A+=7C!n{)^e~~1_w&g9zay$Ag4Cu9A8W~3C)8%}t7dfaU zP!9uv2AA`f4&`n0IX0(=G@=<~OFZ|t4O&PQ6flDS0~2~QN~M^JZFx`Aa5$2)IZ`>g zedX7R)%h*3$ncud&3}lTahcUWgv)&LidyIHznmN!8W_-7VbM~s!qcnv%ybO5Rtf4X zIhFe_KQeDm5uwVYJ<#-upn+r*mCLMWcCmGG-JAyz?RDff-1&VaxMIzs)n=-y_vNo+ z&Ic#~Cay>Yn%bS|_kDG%I$JP_?4oe1E*wkcc^GI?LUIlh?*IT2tOn)}3FJh;$3yO| zRB+hgVC!z8HkEO0cULBA^Kab#2KfN$21a8$U5|u^w+s?-vLgj$_kQDe<&)W{8cEq! zCdgMtP|Fi~<$z&aj^2qVw^$7*jNz*=#*CWo^?e2*B{MnOx)C~_sj0RQcbUG5QMXC! zdKq$<4>?W`&f@>QhA6~9DCC0z5BHy-fj@JM$cGOR5Q#Huq)=z7k^z)ov6<#jr^>vY+q?CO1STp1LIC}BML$+-y50k;D!;MR6pnnK$Wo(MDJt#F zBfkkO^s{OB=93wDK4LC)VFgd*{lAgtOz9bQ-8k34R{VzMH{_0KCTU0KxY}-(;m5&C z7|}dEXo#7#H-1lfs~e`MQ*)hf(ITkwaIV7mC~OnCk2v?agEU$cm3aT@R5(!z%`O21 z8M5~zF4fP`UVueOeGbPp4Ecy!hOe8RQNl_y)B_mU{zWqWe@AHjf76Wa6?nWowB|j4 z_)3{qM(}i+cwSqwY5cQRW(!#);I?^s#K3wKo@Ao${Yf=^92g1s8*a(>Y`jf zjob~D=B`E{1#~8w)H}(?&l=2Z^^Qq1FWy#5;!epfT7#_Z4ciAc(av;1Wra!0c+=wGa8Mx2Mzq} z1;oaXG{DLWDM{q{d4ZEU0i$(__^z@3WCtiOQaM036+FN1EE~qw%e@z3F3}x5kk!#* zQH-WeKzJkK95Tkyx~svw5w#|%MmHZ}Ch8w3X8cM?XtY6S8XTc5_9?Ek@=kICfdezq zYtJ@KlIIiek@pZHzb=7D+K5lH)uO4d&cIk@d|4U`6KSPk$QKH1h*;?vNORL8wq}e63oiwzvc&}ySl>aH_l`KU=ajPL zQK$n;MwUx^3*Uqt?Y@Rbg^4^ZO0OneN7izj@WR(wM9@D;7+Ve1^^Fy&fB{MHs1TkI zq_xE%A;S%|dOEGGdmF&7d4yO598tLJn?~FOw%}%MWeri#+`Ly{rAYNUaLAu5t)}{k zf57Dlt;Ofa+G({Ovo_(T!9;8({+fcO;_N~Q#|Dl>TU3b^!vgoOxi@%C4wbKL!mftA zmolSP$ac2n&Jhw?a8m;F-@3(;zRoca6cvqeB7|zI$Dtw@Trny)}U52teA^km!KHl(U0g8y9dy2 zf*J|W%pkV6=|adrpO%msxf+K>@63HK+I$_DjQn6lU#8R?DI_GIt0+;d6{(3F-w`~x zPUOgja+m|3j`ziB&2X7`5=Lu~1T4B9@&k7ax$n05r@f7(e~N0-iUxQauRGj5US?Yt zKD?^Cxm8v(r{lQYUaOnFn9zj}<4#Lx@<(>_8$J zz1iE~5CcsqBHwxoR)|q+mV8UR5-@OpgKd+Cw8}I_;OzI|;&NBor0#+myHS=iPJ~q;?q*^0gUZ!)~>dwwzGyE-)?gnJ)) z#-h2hnohx`DQ!@s5XUvq55{{)XRTBjh{|QYo&nK_f-xeUTL|GuG@xu48)0=V;4Y_U0 zN?A;cid8cVq_%v!aVFGJ^P4AHljwqtJCFW~HO!gBM%;5sg~O(UzZl`supY4MMwUV! z73%&LYVFaO1vKIM`QV={Rmuct^gokBx+PVQ z&AUGo_bT*XJU0*g;wndCQ7xiMp#O>WhF7!%=NV)uwJ-euSb_HdZXvbN&x-R{)n2?` z!7og$&vKn{01W&kU&Gg@9xYu$J?9=*UqOX3^&AQ*JA#@;^ziDLwFE5R7o_k3r~=4yu)*x) zh|rC0q(8ZJ9o~K8s&7d3&ORAUYgYnhqka`+&3hMe+({&5lu6 z13pzV7#TEiJYJePD&OiU1>`)?GY8ORz;kUg%AFKm#>bVo7bCoaTgTh)#4{T={FyJ_ z8rq=^X924o`Vq~-)uyV8r)c}!jvY7=+wnG%CjxLyWF=9mB5-n_Qin_nbONDgPbHgy z_WGN{S4Osgjl8<+tRr2r9k+XAe-KDV3$?;Xuc$zOqyq7y`mvKMh}RdX`e9u09nrfZ zbNlgWDLH!W)V4>E;vXH)o~%O%R3!x5xs*^sQsUh0HEz|Ff7JY%t;uiLHLV17Qur1SQ$Qua#Hs}L7$jpgtihxs|WABp{;FK96xSkn*MP)4x9~^c_Wt; zhl+K?bMh=ybc`A@U=##vuBuf3xopAj4V3mERx&|R=0(f~Nq1%&J-iQSd&;#`D{i)% zL6npgBxT*1sM&&;CbscLk4I`OkIdC&7eG~>xN`Mw#t>|nPJskAF3IVOgWQU8cot4= z=0r#S902EExO3J3l_KzN6%a{fpz--I`#OmkmkcP+a@0QkHI+s{E841Y?8)aq4KU_H zAxFFJ$=$Q;8)LmYnCu&1h?Qi!~HR>HsP>pPQQBggqhCan^?FJHu9r` z#*cJ^G`@geN%=WYq0Y(g7g;CpS%{&{*()U`ZU{XTPw7*8NN9|zBz@hb>~G|I=^^m- zXd5v8-h@mw6E<}{Ek3ob1Bc3tXNflE5?RWX(S0_cAc!rvYvfPp&I=Gjk?Ni2VG7+5 zb7+4y_O;x&MZ~PADwMz|PcjMB-V}b{WgeO}C#;7i+z*tU5 zbkWu5r_xgZPe8E0KOIvYIX`K?WE!r~4tBGt4yg4NWD6Vi{6YC%`PuGz!KEWxEvDev zNADn;I#09c+6di^hBfc%N~cPYTznTX;u)3{x}eDx1Sx6TR5x%Rub+1#PYbA`lsVtF z<_+;Z18H-r>i46#Nffe#5bDfp=C0!y=-p`PTOSpN0&?I|LJYn#LU4GbuNx*=AymWb z`GFi(S5UsISKnZ$@(k(3%)gjF`N7a92*jT0IbKDl+ASJ;N|^Xg^CNiYD94M?WW?cz z#>omzr*qd6E0slbkH*DjSy(LT8HB7}wA%JIN#!a2OMDTS2edgyqt|9*k!|{&RyE$< zAUoTv^W#lj3w?c?WtV;0j{m+pYv{oNz_g92`XrM?&%N(k@T?d=(j9jot{F5KnZNSE zKje0hKYjUUiApuY659Dw=@pGg-RZPI5i$-InX~gaYw%ioK%Wx4v|2)c`LnaP871(X zh+{jEMlnzra9~ce)B6DZIe3#m5|)B^?^m zQ+T}N{t-EiNX>n`@&O`)9vCdAR%S{2f_Szi+E@Ljk|OvoY|igr{fj zYn)EsrTdniqg3;lS|IQBRt#Ca0`YFM2ogQsxS1-vo;U#@;E6dk3~>hRQ6izqz9*WW zp)$O%AhNP!;H|NxA1f{%;w{0=CDUEqB8}A1p%_-k$|WxaFFgqpqwV%X`3Dl}aVU@% za^a(|kJ@(qX<0MV_}jj}>&AujWH%YGsbgGGI@xxC2gh`qzi9Re8S{qS?syLX>f3I1 z0^!IolFcr)l1SbWr&uZFL-mnQ+FC;xmEi-HyJ}1gM~LFS=B{R&uZ30`X~(nC&^vl^ z;t(m#0ty?(ToN-aKMUqQ3)V4`!%9|@fH&bA!fx&+*1yfOWY$sjUw8-OuJdv57>J$-gnfzNjD%UX|~)({}q*$;$bm>Po#-PXlL@$@W)~-h>3mV83-Z&w1wy zLmL2A{;I~t9JrHV^(!q85R^%)ypavU0LrQWG_uS;S2LMY^9`)Q<-Qr1E154)h$Qs7 zqv6a8gzt#dhyt%HdK04dhq4y8^;mVL9D9y#f&#R7O5q_ypIKjt64(1Yn}G#<*>F~- z((|+rc;{M_s`q>e(l%ij!6v3sdOBdSw zk8FwbR?$CtvG^$W;M0yvjuEG*7AuvEz{*~nDCVOCsiWgC*c%p14a~?Ib2+Q$-M*nQ zo2sAIMuw%4!M^^^}`%AQmVM(c2lK!~(Uf^+#9$iBH?8FInSSfjJMlg)xh5f!HOSM@QCC)Y-tb~!B&?d08WRsv^*6OZJHFmkW6@QAc0@TsF)cu*iTpyKqJ-Ma=Z}wA)io!&NYuw__WOj!^qydUPCwLa?bx+9R!L`9Cf91o z4X|N6w1c)q&?E4y=H?&`pI7RWu7xhFQFeSUxRscdD+Y!Jqcl2HNI7JVM`#i+l4e4| zO_<^au+D-ta*46@kXmBjxfR17eVa;^!{VR+SSj(kqGKc8IngK@e14%0rGh+n*FAUKG_QQX0?t}hnXf-o56vr@pi3Ub?F(=%s zk^~lR7CffchP_dIk7wxwe-6vs@Bqmw`!@Z~qUl~BD-!UjSvMaXm{*A6E;1Mn46<3H z#jRE!-afQf?1kNNQE^(j)~)+rpLmTP<^gIW;pG4wSB3 zk$n*$VNVjx`j-D(*}l$eCoC9H)pram(nWQH(m4&xjmC04Tn%MX21Z zk5o)Mc6r9umXRZy$Q2Wq=)pBwg6S<-y&cHA3!Hly0CyW49&oa30Of`}+8+{%3Ir4A zm>6e6w#m57!}-?_3e7LoS{7Rp8*d@t?JYM>)qpdEyQspYgmG9d{b7qEPt2X75(+PM zB9csgp_?OTTlO;TfOaCM1>oVnV{c{*OU>RCs*i$CYfM{~nU0XyuyS|oA&#xWDQo0M z*e#-78syNf!CX1Vh3^MH;@&MKuYa0r7Ygl0RX@A&C)bg$q)3e|Jxtc>Eb}e ztG*TZy@fwSnc)(WBdd**@(WOKwNSth=Fa-T?U&;1O6G;5;U=SDRGW@cL&+1k7+Xzv zoD`xYWPUP9q5)Ai2&hxNdo{Xaa&n-RpNq{_us)cCXGA7U@)v%F{3h##3uIrIXjQL=o?79vK|wK-1oNm* zY-Fr-5z9%+Yy*GdcZLW{co7-Tj)nIgayC|Cb$_*s2=ti1^y)ffU z?mWm1bvwQZjvsuWH?rBw$|UGc4npzssG=w9vqsckRJ|kl8u~P{n>u4_It|u~MXo%W zyr{ZG{EvI!lh2I-VJs2^`q``tL=x;>9|+`MRxc0?M3o==9PY!ysXkr~>eQgxD_mXDVRO>n)#Wfi<;i7Av+d z8o{1pZO?Sm3`R#0q;`CZT839x*;hV6=D7m431#Uj^?it3gmI}L{qsN$+y_`k=@p(b z8P{zvuaO8weLJ@$3uROshAGL}IU~hUgHpdKBasSLnEbc_G+5%gyK>c!e43Lt$5l4{ z9V7#$0@u(^n2NLf~k_TijfqO==SR1JTzZOk>vHgKNm}^e}Y-s&__Wks{hWB-S!J@q%m( z2!>vvi%6C{p&9z&NXF(;)LH-~w~B^HqoG#^2tUWlGjrOg0y=tanTTlJPo?cRP?Uq? zYn7_e%vWH)Epd2H+z~rAvFOs(dYV$CiWw;bJ!@NS+Z6UB=7 ztXmJ>l74qo+j3bC_?fN=JMgPMKi;pNI;vy+aY8$14~8}jg41hQ3`U+4m=~v|QDosi z*9MSQnEoDVrA3%(>jUMhJ0thQe5Fim|XnGE%ZDBtaT4yKGHtHVr;G^IE~Se|^wu9E-MF z3s42`&9zdy<&4uHRi{SjPT2v?hY3k0BJbX;?zp05%YNR-aWEInhXJlJAr(fVpwE8W zbn`k1)w|LgD(~CpEft{tdS+bpM>cOT92ri8$p_RSk?`=;s1ejOHp{7`>;nfvzvg@z z7-b)%hO8(>ZsK5Y!CZLZ!)L*Y9~5aEASHJS%$+EG{UAI5F~r@G{Uw2uw^l(>YqT;Y zm)vUh!qkn&(8~0GL{bd9k$Kf)Bh?{MQv^3Ie(hbx5WfaV*FmOM2@L8#pCE+=_J z@Gr)K635qtleU-KXHN_#HjOv``E}U~74520(&+_{I5K~PC+h9koS$f= z-j0*gqc-8JOzIpoOwZC{Kfa{f1+KBmz50NR{{FC>1BG@)WU-7t-T@M?fOJ!U)M$%z z_5O$K?JB)&wcMifv40M)#ULR+@;$l#pMupyEwf3#9jY$00S5l2ZZb@|`#do$0-N=^ zN<=04M1w#AD_9;xo6=#zP?=8h&RH3u+0{7z$WZ}nFM}C5f>%doOJRm9+@?# zPF@Ew zeGNfC(opQ4z}em;A*6szu)kvX(H!o>!(!_!lsuTedGRyb8dw%J zucJYpgX*aMka9I5;A^XqYavazH_5}52kBt)x%hK3VfRHyG+7hM_G9ZmGe~)1sxRyx zvYOAJ?KiSfrJMml>_27tm9|3E%gD4dvgA*ES9DN=s#CX&AUdx0L}g*9Mk0=u^|yRB z$gJV(>Ns02%dJ0CNiq@X;#GExfV`B5^@Dn(8iPB0EoDL}uNjpC&>6%!`g@&qKzP+M zw?-aeV>_2OUHC8DXzxznc&z+l@<4DqM!JmP>489+_=O?Ip^ z9sT6ugzW;cUQ2os8z@7d*fD7?l2Uln%`rO*d+sLbrVGxX?=RtF)M;=gd1?B7bBi;m z^Yp(}nwhpT7vOH3!YLxBQhtLdp>6iEXeHoA-gfXWh-pf4mrz<^KI3ugUS?;J zCg+CeZ^Iz&4tmPXGVznZn52)>l1lE(-KJf}9GfMTWx~ShJn~7)-ERdMix$$#^T4J} z80t^iB0^|yYa~RW;s#CC5O4u!#(4N#$mF||k~WO{F-=1Oy#A4nlZI57Ut3!h>k_>YC`cfjy*T$0gA?1R|vO zG~w(AGh(QsihcebM3b$&OL*iC$0V;qxX)P! z8*ui5X%#t4a&3dozQ4ioP=K0`5Jsd6-A6tIhu|QEgmC*AHAvjQy&H+R^ZR?rhJXC5 zyb{GVG|qeon2J`9U|jQf;YzDq*bUCM^~@nYGDakG)FTtdAye|!GU%1JV{B$?&ynL3 zFYTNudEne^WG)6>fiW(GJC23MSkpO6ot=JSu2#<9N+Q;4H`(~Fjz{t6ZYZU9Xqx|$^13f zRvmV(onvjHODqMZF#9a(4tWvp)BS)K$epNUIy&V9g^3KRL?Yn-L^VupFaT$Ki%t(_ z*KYR+QqT8p8xfYV=~} zG)0wtY(hpYvM@*y>9a*$$Z;0k3TZXVb7;zHEoslDGPk1hJJ0L1y1@v+5W)OHsodIe zdPHtQ$0YR6^#|xK(UR{L=y!=dBECXd)ohTX{Pnbm#do2PUNjV8fQav0DvI;UK%1w6 zQIa-1cI_W=1*aTAVZ}WQZ91q}ci9H@VVn%qTtwKaBKd>R>hQf`-l;8h(Plwgq}f)5 z4Iy#kU@CqPjY$k5Cw9^ekj(_DFlea@#^Ie>6kqnR+R6Ih{nR-kmV=JD^ME>-byo@2 zJOwzy1?+0HlctIH_&zy#8{y(0&8MByBWUZ2@cWi;A?PR zc+12dMIyG4z-Ju5KbUhL~}+BZS{=7=M*+{Ru=hG0&a#Wo077WL`1YY2t!a zavo=6(M9ZE40}cz3gCd&Q#sbeSm8{3uAW92I~rOETe~VPJM*4auywlPmPr9jRV>bQ zwqEieisk9#kCkppqA8Fvieb=OnhddYJA~A%tP{ z`uesyssh2pA^&i@&QQAudW`N$Ee@XSOYuI6{tgjn8ZC+IMpC)3-%zW<ns$LvL4}GPY+B>r!RB5d?m8|~<^qJ1zCJCVGWH*}qak51Q3H|&hkpSLg z&X(y-3&+3d;8A$PhAxF5kECdyg=UynolZY<}uUXiojk^sRAw+NII zJ}kQpr=5BD&{Q&0h{k2r%1qSf0`q*yZR&5D0# zIEIyc;e^^bkJ%v#CKw(x)yBt zJ$e5{Hu>wk##bgpZREa`IWWK+0YJ+>^~{y6w^8W1cHy2MsFj|yRsLkhM3W=wlMEL5 z!!8qmAW0Rox-tZ7ce@p5`#_9*LkvPrCJ)C0tRw1k6Tq?oydode+ool)_NySK{`gM3 zmE+)c%rqx7qEp)j-=yGM)3qV51uk(1x{m`dWe`rYBEyBwzM+c+Ltzc1>}X-334V7J zs9onA>X)f~`YvG9f^q;hdiupbl4c?RZ_NmPLcS~{m*ls2L}f|MKNq5YGlymxNdxeV z8wHR$+zK^a0xP7e2$HGqe%N-ARzI`4HIXciX=2#v{H_{?XeXJ|J5$)~psKg1*65Do5ANeM%=3xkozJJ)q;k+m4lTME&j!iN(CD_R1k6@4e_WkT^&{) z3QWe`tkMmQr~dTaLfP`=w;{zrZSnKdw3z8QsWHsWrwSw)rXaTx5=n=ck(3x{CC;3B zd2BL%4y>$bq>h&|)n;4e5fTFKF1VW&{kv-?$>#YAFqrVm!ns8AN2pY6Nw6AJ|PH-TL>IVb2 z1>^aH#7b5nqB2@7tZ8ex8mEoS>=Y2rWi{WRap?g07eg~7E~>W3z6B87s#bhOwEbdGw1wYpPFDqYCV`>>N@6<$kSv_7q^jcAK)`|Vj+?4teFH<-F0a- zsFOUAZ#w7`goXRq$m2H5%`GRe4pMyq1>Zn3?#s}me!$!9PmNlHNXWF_leR711`(iQ z8Jlr_g@7Z*`Ml}S4UeC#kZFVjxMvt(C5-9)1h7U``!#e-VtM1`Je%6Sswg|34H zEDxqfDGT1DfxJWcn8L$Nq3@c*h-#hxhoP@~n_lsf4zh<5Yap=@e?v11`EX)drhX_gDwmY4X2eosan{P(SKRZ=-VyLJEe(7H}So?lNEjCw#Iv!+YJ zvPK$4<4wDItEzy%u^Bzyc0qeN>y*^sr2-d{92i^EXC7JNh9*)1uDLgn0U^=3a!u4r)V%MzC>v-;QdRrRW1Si{<G({TvMn1dYI@e@?SR2 zcH}GoTx4X`lOBp$g2CJv=c4vHrri={f_F%so^F5MK2WnIZl2}wg5t5q1tBL9#!L3oy!HQjjn6y~k; zvxo_a+20}0{YU2QXk2d*`A-S3pCq}|*l7sgZ;j7i*)8Z}x$=}9vP>;YTA9KS>(0MP z8!+PWvJXwjQtfX|`j+3IIX6?@{>bOu9E2Z}mJses# zLdXObtJ%j;4mt0EXNn~Q+yR-LsFL*5(-u^tK?jh^W~Lo!8V0omr-wPa$L52V5Zz|5 z`EQIyh*1D6Q4`DSlxzm3v>sx0KS4Ay(5J{(cYc#rJ@x7)0 zI&*lo5_+Ze?&4HDEX*-~XU2h)mUDD#)L4_IvZ9--h(d%cV zsfY?{@h&Ib{Edc$Ev-5=(lUB0ahzYX<9Rdt6{?DIQ8BvXiDWOkl(mSPjVJEK^f+YM zA!}!<7=47L7rLnrex*u51DE&3&Z%83X+sQpW60OQa0xA+5kM&epiMsc?Ho#}5R0Bk zv*?N}1O3AqMd-k*9GYz6XzV%mcE<3Y^Ic)MwMPzDKZ%CM3~5H#?&vSM5tDI|f^YC~ z*S078z7J)-u|oYT@d7g-pOrdSnFZ3+Wk@9+3yy8EYLDK3G!p8o!sI78f+V*hePaWT zQgf-GxA&KYx2B~33F68#l29(W`X`Sq)Y>zl&l}~^C+qFcS3)WUQM9`Y!R+&Eu=)j}Z~rXT|d z^`_lWX&#-RUK$$!T$%pLBu~3E^J*{wT`!(C<&b3V*L3)DH2o~WXtre(zv_ln^ci2Q z@;T@bFUq`JZ>XKzkn{WF?P%2wM0CZlAZMABVnBP+(inso2Q=Mb>If<0xMKrjfffY5 z{#Z!9l=)_)8D~I;5zPM^ZmUP)IR5ha*%u5*dxm7$A=GV?TD7StDlXZiynHrys*vb) z(B=5O|Nsy22DJ{Y7`@Gr-qhz%4DTBSV~_HkkY4 z^(hb(4y~k{@Cp#q6nHRIw!~COQrC#QGMk{uz14T+klouDK|Xlk?c*ewc73oi)aZ*L z+PiU+h;)_kA&-V@$~Ha}4fGn~$Qp8-tgO}H(Ci}gq90Iu=5DGO9(24e)$w7y_lCY6 zTk!7DZK2Y*RQ;GzAc@<#wn8kf02sTchJL*7bzX-s0z12#Rok=7u<66H*LQan13bS# ztQJ`^GDKoq=ltRGkJl2r5V07a7aht18w*F+c%e#pC)?uKNk4gKtGCQ=T)6>$l^EjD zd+!8RI6C4@2FO43IR6ZDYqGGbeeKwI;zMQqds|AVIqR2v2o&va6F(4^4Tr@obALpe zw0?(aeiceYiDwK*n~b_dss^G&*^~h4V6xw{arx~{s}K}E8~uM5Hk{8WaOQg~_@j2Q zY>7q60dppzQbuopIy=E_5xyJpQwGYdH)*A!aU0PQg3lm6)jy(qiG(odJmfAeVjDU> zC?_T@60jK$NYm8tF;FYQzt29B^-@CAcv+e)u$uEbi$P&w=Hkjr8+@`@ThPTxE!gH! zyO?=B|A{q#T+7g&z3~3SAFemAsxF&$^Mgk@`IY#^h}Pq6!_EyfoYgLBLOV^@$1!a3 zX=`!=^wN&W2rqgONP^<9q@r`n+@U@tc!zvfuF324$6@$B%3j_a0%*;p=pkfv&qS}$ z1bM!?!SpC_hoJzTS}ne7NW^*=aV-@@Geco&;ZjX$#O(0Z=R-Fl`G~#+5BVQ!K{n>o zSpQiXq>{RHZv$UY(owP=PX!rKyd}N)U4*R~%O9jF6_i$fZo=Qk*t}%{G!wKfh^-?+ z5LKU|#m`3soPz9}A|+qn#ZPwpUAPL)YRBK2I8srmDiY`-1$d?PoC-W z47ywwdq%v<;@LVbjCH^!aIJ6ga_f$q$*3_Br93ICvqTu}r)3*MEI=u6bW%7muR`OK zVRUtx&!VBhkfFukQ;(CyoBhZIskMYGU9(48=3JK@&R8Z(q|p2M)<5urJ&>cXByvLU z4QMeOAtB2gpOIm>pY)C2(-EI1P5VCKG`0W|q8>E{Palg4D-Ev1B{xc2qs*NoxoB|> z1DAMHX_y_U7yX&E$9Ur`ynjnVJhax|!)!A2ImCb}WU2jKN(Fch+|v0~XxTfpOn*;2 zLJ}g*ODRfpy50GnBJ}PnL)V&Cr)qjE@rVs(33)Te_WdO-*@Ca_g2}B)>sEoorA=9- zl6-z2N!K2-r$VY;5oDLr_f*nlW-7VFY{qLUq4XT(0#j`K;hJy9s8Ay#E7kdUCf2(4 z2PP@6VVzsxOyi?XFbv5A58F7BbNCG+ut^$eb=7OA>V2XbFanbsBdUKOUf7dfKL{rs z*mQeMqqwP^y_>H_I)wD*j4P-b9g{l}j%%CR7{ok1Y-*1?5KufeXX1aw*XS!=!WjKbiD6r|oT-NX0NdE;&w{>nvM3Ygka2w#jnR{ctq{Rw;^ikrN zRPJ_ez#H%#1joH06^cH;g$M8sJ?ap0+iyMeqQ2+ny_4XFtdSi7k zJ>OsA8F67j2y>G$6H}=>y~HfPq&w+j`!JJ%H|}t|{9H?u6)@mHP+$kv?r>?ze2So^ z5zU9BI($}$JP=|>osbU*h;eEis8&zSAA3Gj)JIh&AoA} zA&BeC&t-ieG9VxMBYQ(ga^PaO!$1?CeA??L&Q2a5;4+$COW}3~=g-YjIOUcW)JSF> zrof=(+Ow~kUw4DdC-1jbs%O*K&>z>^UOF&B0}x8kLwv!SA&`Gp?8T^?%~;q=sxF2OSSK$k6droyR&@8KKdtz{9^fv$oA2NJ zIedZZs{n){5vq2uiV|k4crkfR>flqsB)+JH*t?|Iq++p^5l_Nc84yw-_8X)UQl1jh z0>v7mtXGQo60(zFl!5=_KUaE@RLMId6uH4z|4+%QVl5KT{IytmW88xh^37lDK#sL_ zqDnnX$beN-l_^5C-~Q8;Hp)V}s1`J0>}&={LFix2WLmib4Cz<$KlROS%6p*4L<8ZC zBN)MYP;&27O_*eqASlEdpKWE{LZ1Sg@}-Z&JK}WTmiD2+2a^b)XY27hW!G!`DRb=h zrc=pw(8Py82)+O0XXSv>KtCcDHO4&@UE@72VMA?%<|M%qMCZjiUlR zeZXbRYOa{Q%en6cyYPW;pt(q)@3vtS-#Z*;24%K3f`Dg9phfYCJ*9VvB_>R>WHDVM zSsBmr%SVJ}(%KHn2fiAMkq27hvae~nV>3HhR+&Pwa2 zBnppgo(kPeb2Tf6Yy+W`zx$fEg?<-2I=@k@ZXJq_;bLjZ^dll6$y4A_Z@I?7oh|&` zwwyn9gQ5{(bz%|H0+#=OmL(MFtn((N$&qgQVrgG7O8%@Jj#x{kO(+ib=_%DgS3EO0hcMr!`VKU&Sugf$ zKvwOsIo&`k#Xc@pU^*HX`kg=pc+N<-^mo(VXyq~8^A=(h6dJTko z1$J6ttABfzyGT!S73k+3=zbG@)!O{guE(-hndD(@9Xo%cdK7ajz;m`Wd&*Q)ko#J| z>{2+w$cE9<+u0C}E=!ku%-6Qu!!e(QPFAP_XsJAh( zX@nyaPd&)9y&4WIEMxNdn1~|0EoWaUd5+e;P(?;nW@9hMiD&o$ruKJMs?@&co#?>> z?{+0O7^X-hlor&a!{@Elc(5#Lu6y|#V`T_*Lru%7F~e7SnTjGVUAWj{q!BssO@FZ$ z>Zfz|NT;lFI=G`ndY_B_4c{tU3&z-sLKGHM@|YqPwrCg~<$}FCmXb_Jh__qkKPbF5)JP65o6}(L?o;>qDnA3H?kduC+yL1#WA&VMB<|IEd-YR>d z?{ThHP8iKYe=W7i>+K3Zim)I^ZSPq?LG5e7Q8%G4k%2N$9ek@GyJS#ANDqfP*!j6M zsR#&NSogv-TBSXd36k?%;u=rFp5{Dlj}JUb8nmN2p%q`2DlQ!RK~M*)Y7B_~Cp<^B z%{Xh&jVMrH=981IFzQmUWyspNOa(FTf(*lvde!kat){W+Qv37l%I;S)3#gehbujc} zdpwa^qXvk-`V96W|Kp!b<7fLIpjcD6cdt99`-a?aPI(If+EfXhzUY1Zi^094p!f_9 zT~gO3Ep1r0+!u!RvamM0l=M#)s>-?|^aRc)fn==_xO9t~U7CHyN>}d6#EJX|TNHBi zEzx8e~0Kr+Fl}dlRNlDhYZrvg}3;)l9xcZzbrx|-#-y?qwb~_HQnAw|Oe$CsT7q;096^^*b{Wi>m z;fzr8K+&T8r7-jVE9U@C2=b&qfNtV3IAJrfP@IbC0JH{|V^LG7zQ!D+aLqE}!vBaiS~~}x;h~Q3 z&2&h~vLFU9Qr+M$IGS%XHuoEG_rZC6l<33vy=*GyEj05x*_tQ*a1Q*oG3m9b4RXdt?SKb!4boyLis<`ka7#`@UFoUrKEDbx{&xkBac*S;IfY$`W zt#jS-;<`LzcleFmrLp9^!VfzuFHw{uWy7cDgRw?mT8Z=lrsj_@Jgz{msx#bkeqfic z;|ZvUg4mbF!MA{8+MI z69bd}_hjT=tD(x6nm&ZdDP^DSaP~7te3Z*Yp(iYkR{9fZ|F&v4~>Pr1ir|^>OkqPg_)ZV zCzaSIO7GJfg@0b{dwug-C^OF~lZ1K< zF5_Fk6STOq^yQ#3YERTfnfiHy=!3NRUbg6Of@%X@kiDS3A+IUu9hV9>tu0<>Ky6Lv z0?;x#JoluAbX>XukSZAJp|tk{`|?PkhQ3hmt`$BYi2_d6m9CY#LI#Wa6HZ1sqn=LV zX&a_ba9KZeFDbP=f*gnuForWVSGUXl(BIa!kA^n5hP3f2S|Y;j$E4+GQf*0hn5E#d zm*xmV5L2A0u3vI1Tk1wUezR_6hWcUpza33SYhWV*_w>k*-HDm)AMes48}6#)z8<>r z737F{6hatKt<7Q3s+m$1X%_Mj9DN;xsa`sSdetnM0}&{hgnj^IW~wJ2d@gFuL;Ks>AL$|+>2(FR7hvK;MyO>%71T2PofZdn?c^ice${G;4wV30-PR!>CO6t!m<0fYX1i}e2!{>Md{~;lUH1vjIL>XM)P3lvleoa$pe8Qz^a{w~|T&}?b zpth9p)Ii<3ip#jkJk9|sNk?+1>TsO37f2uSWsA+Ybe=IOyi#vLx$AD@jB#oObz%an zr4mGqaULVrXCU}X`WAzY>?kx8SHCHub&YqiZ2=Y6Jw~v$R5o(Fume(mMFFqkfZbLg zDCleP;~dIzUa_3iJ7zVEm^$XDK$#UNmXyXowfw-OAeG((Y5K6B_Lcc$i9RPiInwz2VU#QaYj5tHu+^uYIy0&N71y3RBgeVs4c9G%st6ZQBOI+JPpo~xWxCHJ5AWK z+K6AQBr3jJWgBg1X}D_S!<~4-X;JZZt!89noxvk-;+5nr)4ZstzO~<*OqpgMmUC8_ zIO#~CSUAc+NJf=0B-OKjY)j}9$b;p}~dtW!UwW+|BEgjG&atuU#0peT8tpx$FO z3DMmfw?B$}04!XIb0M7tR!DLami*=jSrSaH;r8`4(ZS^JN#0P$zEa{Xih6Kx%=2KI z+P9)^o@<+8g$RIe>5DGaakyz9g8~^Nl*KnyvV5pUeASQP4`Jt}NA$p+`4spkrndk?S ze=%era@BO3)(08sMQ@-^%ivu|XfRGZDwdu^*0+4hqdJ#KWI2cK2DNqLT*sFO-bmx< zRpWMyQaRA0(h5dKSAd6lt7S|(HDZ?E=78*{K3$tteEMN@r*-^Wx=fI;UcNTr)B@u# zEre@I<^BHQY24R!8e_(Wx2@rZ#9Q`;@921&FK~!L1CwN>Y`R(Cbbr{2rL5S7Il%d#$@Ap=m5 zcv_TP=3GH56mn3M?o*3fKDK@_o3yMONmd>-R6nTjpZF-XFZ}>mf%gFYqlXozqrkdt z=?qylGJ6@)IbHGt-4k!ED6HS4c${_1X@vYs>mjdSs5A9CVM zBsUNGzn7)6QeeNtQq)Tdum%=B%NI>{&H#}%n=9+2S2rXe577T%yn9N`a%)l^f-i~@;9oJo zn?(RCX0pqL8MPEX>U6rvOO0VNsNs)A~QfZ*jKcpZ?>Qk%D+^1iI9}A+#J= zI}{$s;CSj%XlN)$ZsB4N3U#cGWs~iJ$QJ0GAAz8RcnUj%;GG&t@<7z44ySevNoY~> z>yuFx`a|YuM9WCcEs<*F__je~(P{-H5${XHgZ7gL63yb9adGaw$OOF-e*GADsS0YH zDqjeaG9Oh9#ag0SH?v-$NCnE@jk?OVN~Gwv@BO%l?Abdx{DiK$ zxk=yKcjzc***#kTq!vQIBBc;koZ8Q+D{`|mPsh-3OG}(Y7mfFQ5?=IPqFw4DpFgK^ zc_rrObRCjYTfr_deK%B@Hn*#%1f;T*ksy215oK<#yK<>7FtsOTKrt8D_Ov4rrW-cSVZsOQ>KVY(S|rctpsh9`2tr!E)y0Tc-8V$$Ihp_((Vmr|LXFN1%`#% zE-+z830ivC5=ZfQ`#Aq{ji^6ouc(82_+%O!*yQQsql=43tlaQ3F#zK|v8}Ri#^6VA zX#Spuv8Q2QVMMpO+6XhHY$<*Bb$G6NO;RTWk@rV+tT*lL@wr&l>KkTtWYR8}cz;0B z!IKt8F!dEtRXe*T6go6@DU8mQe8}yG!}lKrDzZS;Vmn^(aG7-i#jTnos#3)1Gx6H4 zm>b9su7q8jV>UBJ5(_=s*cfYS8)fe~xYa9&GM^M}{tram4bkT`))E9?iBpN1GR9>R z`KdKE8BJR#u^RCeISlX{cb@j0q6bSy+m!t~YVND~5`HGRqb{3(j&{nRB{59ox}DNgd;n=ugw+O&_=UKRREz&zd;f#s%?=>nCJeM&(6o& zrB@Q3mvuLaml%vF;RhkRxl@-1`G8p{5 z57GdooL-*o^8CIhR$qO_wQV)o=Bi4YNRTuaseq$^SkL7)ak!g0WWmD#TR^10?XP}S zk^NpKLvz%dS0u=JUPm}14d<9O1|%yPX|uQTeN$sQo(+DF8YB)_`5 zF@YXog%eH+&b)XE4|Ax}t^0U?#5YY28njPbYIk#;=lkbQE!XH(Bw}vHjCePa+ZH?p z)|@IBaB@4`th(}L#X7j?c~stXsR70?D*=xwhD^{S6 zsc^k=t{pXBfyW-D*I?Nl_|w_fQh3&6du;^1mq@%4QH<$UQ(a7Q5U+!g7K;n#3gxBN zs(}r|fF!5yx0*l(M&0|`ZGY80n|q@kGBcxiTeU4KRp|rY08SDE0C#Pvm=S({Iy{5i zVZD_4K~hJcF8gy&n8-aBEj{=8Hcv7m;bd}?8NH>HAn2HMgVy(`+^?K{Ac+F*cP#s1 zqP`?;@VPqsH;1tahrTP{QuDO4d2>a+x_t8)2`4N{L(x~T9K|)GD7-8 zB$<6GVCZCvMV>Kc7O37nR-u25ohdHY!||<0gJ$wVjZbW7jBDFXq5J;TwSH{!5Hp#idKw_4RU1yE@x?HB*$cr zUy$@V<6bO+!HyrF0x#F&)OD|WKtm%&Y-uIj%jyy&-)?6hCFo&Joy6+xy<5Cm>WJ=N zX|1ZN;25kS6_}d-LASf4bPtvO_f;u5U@@m3$1TWGQrIQLXHD!18g?*|5|F< zM6iRQ1OyaIPC&KzbU$XT2zeCdl796C<%cdBP8EJOUEE=Q1J}1dCa9^|z$mS`^IO9M zlfXO?MCKC5;c^rRC8l<;c=%#%GzWYGS!81aNip7ZR`5Y{1!YQOz}xwkG;`Detx|^@ zYhk9mkTK{*0NOT^>3Bi`D~!HW#^{xn8g3NjXXkAKb8(5L-rMgmNagJL?IY|rCD&>T zswA!l>Ng35Zxsy4pw8w;Dg_U(&9c)R9p-)@tfui~W zRipI4g`XpQkBsJIz2O#T+ylUe(1*Zng!J$Ukj&HWXdvOAEx>ww#;>va17zv&tzNbo zLq*o+*Wvqg|1ATn@;@KJCsGr?`spWbaut*s;xClg0NndBd14=(?g(Uz4K@E?CHyYFZa`k)H`*uu}8*xdhq zXFonhz?J&xj$jLli&(y<|86@yhpQmEYKZi;_k+&?xwpoNuBL-eyo=qOm-U<{1Hg_f z-95_rLl|7YAPx3PVx1!WAcYH8R!gdH>)ECO|NQGp*@euVOa zqe#Snn8$tezJnZB4Gl*QHP{c%nJ6)Di^6CDz(KboCX{%x>uOroWjJ6fs<_DshO4iQ zZNiZ@0(9GpD;l2_C5W3R>SQ_l(^5eb+Pg?CYhJx%Hy`Y&#wlTJd6b=EIyuDL@l!m(xl;6XdoToF7LmsLQd@yzZ7mOJ)yMH zT_39-?s<|ic%6H^k6LS$I|;akw8@Ks(IP$+*uBvEzFxACyrMjQ+{p=pM<+X$>`(JU z(=DiuFn`L0D$9e4DXW9w_?-GQj2*ss(67_;iHNAm} z0}GQ``P~Xiq|t4tuxH_Yh`@H()fQ^vC}G6q7*;4ofFDv;ndt54+p763(u=#<3M_tR z*q3`}1kMn3vG~TZ&@WrLiF^ytXr7F79=Gjbk;Hv!okmhL0p)qpAq_YHJ%aO%zT{}) z2FZ-@JAP*LUCYv*s$)ZTc(T-Alg#_3g_5{`iDIVk`8kNSd?g)YD(`rBe!TTwL~m@L zxTUl!E38^9y#hilJeySW{I#QT|N3ob5y;}C<`e>xwcc})>yb!F$BMce4H6?=dnE2u zL>iT1rr+~KA$4RJzvzq(>d9Bf^6)*#O^sm2yZO;Q4*L}`zElEo~6zzPeE5yV`Q zcnvm|TZsc(SwuDRRf4=fcwy+L2l*jjJF9uX%Ev2@KwVdpH&kLK+!WR{ngyb&VX|TN z+Q*l!1eAZ_{w3*N)1V7aG*x4GW0=-un{YAm8z`mmMjD8tpdJQhr`1(Sd;f{_&&T;&lQ0<8>q=HRh0|*DNRR%3gRrLZe1{O{Eu}@h%{vA+nO*%N zCp;eKZ}a`eXU9^TPB zlk)g@s&KS_v&ygfS|Syw)%2m&d7f0Z=~`GtH4|h5WW>J|3M;Dgt>bea zsEKi(LH9ZFwojUMY}5otdku-{KAKmQ@EZT3rdzJ=sy(u|`s)r$FVjA|l8rk^;|fwd zUF2bSzp+Wu2M;P~%qkEo6htYI%fOg_`oGuJ+Bv4Aa zpw$@ecYwu)#i$Kvv+Ju;dyamoU1`L;&5Z*R3N6sI`PM|o z<^LG|X;a~-F*LMa*)oSyo(C3CPMR!Av0d6y{T*vi9TDQa*-fX|zFtXjJU!Sb$AQqX zwHm(LX8vJIE?Z~BOtYie6p-sNeH&mjq#eP0Y&f3`PP);*y(3nHI$`4d2^tN z13E{=>ZhN*q}Hyg?>9QXd7?#lUGrmlxY<&t`=S zYHeaO+2%rp;^2{N>s9(}Pom#Q8}76>p=Z=fy>?W_gnja#a&|1ed0Mo5xYR<@@DtOt zb2uBmf@+9A`j!COhI}-GYsqGL)W&pT>T8Lh3!+j4__1DHqRDsT;f2HNFi=&L)Qc{(2chqAkZaW)%Q`bai#(CG<$~g#Z<$ z2Q};?-30p7=Eg{wAy^bf@(J+t^$k3TKZr#Z&;@y4d|m>s;4@kdI7&8dAK{;^`J~Uy zbivgbCL{N8abZauKK`Xs824uTcjFbBFTPg_MZn1o^fI({ATd#3{|?fdqXP^FkCN zUQqo%0B&YNXYdt)HG`DeGXWj93hexTMsZ#I7^~iTIF5qV ziQt3Lc@D5arXV|Z7A-HG<&fg_pNj=*5c|=wgNf+mf0^kf2l+O3UnQtJ&6p z(JRz(HzG+J86!dErA|II1FhIvS?!Itzw!|2XB8>$ESp&;5NhS}onRM}o0k$Zf}4|R zY|TEBn625zd9rrZFX_9e;{PK6-wp|s!8<=E;Iv`_!sWdDb8sP&x!^9kM-}mt<(S!v zzFv?9N;l=P=(7y;RWPFE$@&AZ85k-8zFq2>Y|~Ouiopx_1=z^sQ|!vo4FQ%h`$C9S z@!q}_&i22^ zt{518{N>>Fmnp6J7uc7jfcvO?f>L#buA)DB(#;G(9+Q7V3-$=sT69Cn`yk8!1Q#f_ zBwgwH_Bzows2KK^wFb2*7?+aO&({CfWZ#(x>lq}ZmS#(YSX8FdX@Gkuy4j0ICV2~( zo8gwdJZ8A1d&AcV>OIedNKcKPCNf8079gto1X#Pk2G(|p_wl^z4+KckK_Y;0yF@wL zi+#v1I=PoDI5z+g9)-)_mgBy*ZRo0QvWn7ro{8z{Z_e>cD`7T;uha4Hyr`B*ZH_pC zYJ6B&j9b7yU^5GE?Y!1}PR0jafeD1Y+6O{W$hrO#!_b=~UN zBQAmXYGhJBVnb$5Zx>`Pk!zM&)sOQswAYKLGDQ)=4Z;rlnSUXHlN#9g4%lJnkoO_o ziD`B4xJAPPzs{&f(yZuI(ECPK#;qLu42k`!>2SQ-tx#$4U|{?qye<;Mf}#U?x1_7( zJrEL;ikyG3xxQdsmKGgWPP70f`1p60__(u z#Wzy`RnxEOjs4`}N;I8^o@OWW`M5%&rr+M5F$bBmy+@knVX&~X^4~&Edn2#{RoAv|5FxWPxUN|ol+_bg(rM|u zaS{p@^MnCNPvmcR;cq@rg0Fj#cCVwbCTqow5PN4#OYZyk`6==9cA7FY2I(`5CJ(uB z28AF~w~Dn9DJjL{-6_lkjk1q6gMvS!n+eXn^;OcC!j;2yTEIqpLKB(meRSxhgQ|GX zoZ}Uy_V4~!*{xlWqndu^n>%vjSW32A?hA6{i0rCK00bkgnlW|UnI1fQh8*Q5Uf7uk zC7+iugPnz|f*XILp#d_Cm)}$w0XQOT6XLb?6Mt4YBZrzhsLl|bEA)LRt|7#6s%i=| z95LqIxPY0{SxDZ@ms^(b62K7S)UM^fv^v*GSogHQh^L)~WhnSHfq#fy5-8&5P7;8ikSb-?AH}Z?-rAT&1Fht~0;^Js z+D^oPFC#&nCnC3OS)R?%_U#?NiP_Y)h_W)7PR@fA{ZhNf06D8Pq`>Lo)rvn3k`R+5 zHq#ETPxUOTRtCWD;*UYdOf&(7z$56s_z6)KGuwnOanA&q zPD}w%BQpCw4?J;8B6jO{h;sKyw=gdr9FhPSSr8t?Jb!ynEVAu!F%}&prY#ETBD}1~ z%CFearUT~h?K^1WI8@Vf-ZSO+U*^COD@KeS%f@p=Eyth~jX&E0Ku+*7I_BaA);KGj zk?eX;GBsF2;a2cDg5A(fgL7eQ3t@RdPZa%yisGF8mGFc0SP@|~VT>1UIL8MYl^-*+ zI5MmDF%imN6G!e-^2+v(K>g(aM|>VmK84Pe;_3P-5AP@n7q_2*x^_I7@AlzB=U|pS zHsIwu$Je{abYo-VP(=Tu^CiXqy=G?6!a#2}RTt|oVN&iC5!k2>N49;T90~ALIN}xI zPTeF8_n~hr9WU(Vcim*+PP*r{{GHy@C3#HvdbJqKm_1r|&BT`MbkKoGr!2Q*i8bfp zspPUHJlu+75^^!wZa%E=`eVwl%pf~oL)Y4D!*jTDpD#^Cl*+c8Ksv45V+BQIz8sWM8}=A zJHH|_P0c~5U-XcKx;5Ycx|VigEMl7Gb`cGT08_%sFW}uS?RpT;B$*hhe;mB(xn6T2G=`X5cvwaVKb$&%0;4$gF6G#%G|o zu(v;pk7wxH596mls3JVoQtQLg{`C@B=tV_EfPqdx2|jHp`-*cRUDzmCAJsh1o6iutep_F*1|c+jvNU0B?}}gi&6^C z(`Cy;g*NfM-DuhE#7=D10$3Ciw&;9y>+*Zc&(>h%%kxA~GzH3+?(VdKvdXwa?J~^7 z3zpHb_3*LF+C1Byc3DtJ<$sL->9nM-o^S#B@i_6o>(phDj9%l~4I&x8%$vh@1*WIm zx;!6Cv!j^cNDAJ3eXIjA1RH-N@WLM^*gz6sSh*Sp0J>7HD0{=*u7`v~BKl`Vllg#icInfQen}+JNNEvIXt3M z8a+Q+_RQ8dZp`)*N2!@iy2wMjzl2JGptK@E-2RlGMQ7hYO*ZYSBCYGs z^Xic0l=&P<-GERl^`QY!AE9vVZKc~KN!~Da)e!=6`~}>o>ZIL7H-1YvV^|z^1pq>W zJvrgbx&W{ISU8C?x-WNBTmNik&WjNDnQ+ zV$JNRhF%<;B&$_yh@LvtF79Nh9$ssnsCJ7L(U4ILQOKAPam7I-sQEP;e<+5;p2qLJ z))~Yy6aKCb=?zWJS0n%Qzt^{Nf#7ZE`ZO=_dj1rp4C_HFJb8K@?|=QLY4%*x+*!F~ zJHNH>LP*7NsBVHkl&CZB;daueH4DMR=$%CjFm{_udrG4P$+W5mf5+#Rm3w*Lb|Lc% zeC0|YffRp{>GSsOQ5{nq7;uq@k0QNEd;p9$^WgFJ(f<0&Ii(F$W0N3nd$ICPRGS%t zN}$#+IQ3(74sG%;V?$masUlu)b zFFE&>w0E2=WRycx97*C*B20ESJEmY4Xg|YW<*^DRuC= zJFw&^A9;=LZG~$%0ciTU@_XKhw_a=IleZVlMjv5au%&(KWVenw)Aa`>UAVBaf8Y)L zrASyzySl^)z9tSMXF0AbW_edp;{#`gUeDotX%}p&(?jCZ}#TlVq?NXG#Gizw~Lv-YERQ8=Lzlj z{;502wtQ+cH$=J>zG-U0Z8RoNfr{~C+>!nCy7-D8elo2BZ7I<%Zt@iPW3)BrrVUHhK=D)AMErK{4u3}P!pC>w%zgBkFxLe@w8XJ?+Klg0R{u<)IsCQsZ z;Xq`s@l-++hlIAd8gg(MggVN}*j6=>@ZFD-$GD&I;yYETSOW0H+hr#c`y&~-U0fCQ z(^WfOd}?p%Qb>Rl%dR$d4yB0Z0>2&e#;-BH6oejN9Y`@L$yU_aW65`Va>Y@E&T~mk zaRccUKw~5qmhC?m=3IBa+y%o9?hHE>6-EQX^ei$&XUyWe6uk!7YnW(#FPjPeaM6s@+1cdWo(+n*qHxvam0}u0$NISMJ zEFJyt;P;OiEAd)jFzaNXwi8 zy*0uo*c1oOFJ%mubEmf0zTXYUPPoy`3Xn=_@w;654c*zH?n|auRYnSp8d!naZcQar zH9}Jg_aATMn;qq_X2A|xcp2$rEuN_wE+5Q7WcS|b26J0;xfX^d!e~1N&t+o|^%sEI z)bCbKbN>5K#qr)mp&_B0j86r7{vodMlYMiFk+Q$TNB;gM+YmoHI^iUOTzykq@r@X& z6l@(P5IrRVd_!eZ5p=`-I)~c(Y`dWF>@-a)7+w#i31MwnT(uw4j22|(UzjnmqzCm# zPtI$xj;&C0v!vHmBm0EQLsL;^f^qtAzyEw13`AFiN65oeL*dw=yj_4GXGUQ1ORH0% zVyOWH&M}12Uu@g>{fSG9M^_Kf<@frz(Su<4ItGb^qlOrA?$yyk_b^i;wCf0qa`i0; z9YD|_9h?`}u@7Gh2gn4wYgIY9k>>JqkKxm}i!3&LuiP^ou;diQ2j7N2zCMydh_)BR z3rO1}!ZeDeb&UcZkb*Y4r+9-$5n`ZKULhq$fxw)}Vs5Y>6-4CjW-&0KZUR%5ptGE*D1g`YsKy=C^m0hpN zIVT5bKgoHQ=E2qb#L`tgxQ&^8S4cu*#V;!1H-JeXNFdX}_4tZM$G$WE?@{DbDqzYs zdz@jTqhH}48@|uwVh#6V8XcX~q|zC4780(Y9WT~Js($yZ&h>HggOA_zB@P?auUn;S zxEE~WhJSh8_m>t82B=Zkd}m-uww#QuC25KT!4FreF3bd^k~2Wt$$_sw^h#(2@&AI9 z>{M9j*=wgbY{_Hy5g#T?0%gX`hSG;)-s?(nBQy(Te$bx4eAAC`O~vpA;keedYi+O( z2QKBk@!h=mNO-Rw*_qBG=}KMXe6Rydb=3#9Ghz9GkF#QQgo>(7g|(9s4lt@>6JP7B zp){8geVpad1|uNGY8}A;gXI(1GriD0M@2_>=m)^)v#xn~T+o7%-4p*6;FxE*Ti22s z1rp0x{+;H6WhyX76!uKacSUPFen?gptU?cu# zuJ$93lEW|m2`CB(7?}p`zb}V2tJITawhb*pEtn3kh}~SE_gDgXK^bG^9ILn|TdC#! ze}^E*YL(IOQzS_!6Jg$UUC(($F&_1Wz{cypu6U#$(Gs)BALz-kN^q-v{07|I-3j5r zSouz~9Um`lf1ms+L%LTy9nHKERo323O1*_VDpz5%?9~c#XP5rnAJ>qcUOsUKO%WY& zK#!B7`+Z~Je=YJ<(_iyfe97gY*PuGp@iqx!?aTNb`I8Cg#nyQ8K?y;3xJ*HN{oGHc zcMWOhm`$z1Y+T$oTZ6HZJjzG18i-{T?IP*yO~g_4!6FUnz_%wx4N1^b`ZLYU@L7N* zex{B>E5;DX=Cq$8-%d^mkUypwX()@Qp|1Hlhey-58K9jLyQaZ`@~?J1Ep^B;7Jc6+ z*RD|TsRDMhGt0=Poa+Y*)p@c*7|OQ^{5 zV&@)iqo2H+a)2LY%p%~R(yKqPa{Be64a`)@1w}6A4>x5D5Zpx4>)tv@j2A6g1{u42 zcD3i18t~%m`k@d06o}?q-<0t>e*8_GC`#xIprA`26N(f18Cs;=J1Sd@g@T=l4(MvC zc!2ipTPSh|Deu`q64#*0QWLvK$i5*(;w)MTMJy2FCwNs8$)~hpNWo^&wAHx0d834=HSD=dR?j zefbE;3wU)7PHEdRi9CcL-o2Ji-ev0ITtMsYUY?uOIPcF~mUPZ+?WB>;xWYqQIhFf& z8g#ht!AP85M>4#gr$2aHt7Eqohaj}cbw=q9>o+eXGr^^(%}6KQ*UI%aoo4-{bY>L2 z#km(d)8yZ{xz}oelMP2EHrg2peh$n3fsWx#fT6z{Vp3e5v?VJqyDw9#kQ7G|)2hDW ze|mGupsZadzp=7OMA_-6!LE}YFtD~rg0q$_DtL;j3UesV2+9mZnwtKhrGx`7M9DDm z_d7q5c6$nZ;|AS7)?X~SQOv=F;5u+P$DO}~h87DV7k9Szt_k%v<0r5}Ejb|32F5(wV=8DFAqETz7#OMWx1A8q zdi17BbPMn~g7_M0MQFi5+*jGrH`8}cp+sWhRE%y>T#t`V)kQNUt!}vsNbn~$e&I={ zeo42r7bSX^1gC*TxNsRJ-}(m+-&${8Bhg|vk)&x{}()l~TwRWH^ z3EcM)grZf+r>25dA?7+fUzN$8mTWk)b{uTBI(N9HlU!V! z8l$~ra-VrdBg#3eQyZf~yeF1uy##SiQ~|{Dyus~Eko|{4JG-6E{32s{+a{2>j$$Y z4u!|g+<(~xumT#a*KL|X+)y)XXU=-;5S>B%GU#iO7WRarvr_H5xCF}_P?!c|i#9Cz3r7bRVHCpPL?~nOpA&0T0 z)QN{KyeuN4NLjLn3geTcYRQANCoStgPO|*b<4~pH7v7Ke1LwtKp`p{~*2B4lchL>< zb5uGf!*C@S$HB37tyrR5oEyIWV8?FB%>I3q2+47={OA9{2W1xkGU4{kWFmhV^YTkF z2=i}Q3R1KPI%{RIWXsz{)aqhrK&d%cd+~mCAkXlOf)WLr-l;sF7}HDe73Ze&VBAe#`txX&w5`f}GQj&t86`oxi-Za5yiC!W_nL6T^prHTF`vpz zTTdHBsWuExUy8e}?H;ODY!h{PdJ;1wr${c>@APIZsh|>08E!#!Z>7j*Qlj{T4B+_6 zhlO|0h|}m2K=Y#CcKDh_QdR#dJV@bT()`O+uo#^|zcnIY$n%x-D0Xkz(TbxVDEykX z*?3WwC8i^)=8O{##wey0X1C7&8kbh*&(MD&g?8m2q~2`0qs z?gBsKfU&v`3GL zR)a&c4tN#4H0H#!LTbc!pNi%kJo~sKU0fEXRIBo%d81wav_Sn(_zob|+Q21f4~}*u z5HLJKpwfr(1Vg>lO>^k5sVa3cfenngaAQ7FbswaJP?DYQ@V>#<5xX5nD*+$X>n4?w zOhmL5g!9y!X4<@oO#D27avt3_<#oVh=*BEG{iAiv#fu~0|KmI(e{nmQqg&Q~a54&e_Wnw8+hg6|KA<2~1{mN? zc}^L$2iVhx@J@#r2fvyHMaN4L%kJgujmh$U%TP(+Z6hWaVYYmG0h43G*MbOOP}D@X zCCa;mdYQvJ;Tauwu}n3^J{E3>$3t{(FiO~5ag5;Tf=)eU&+K@7s6t}$6%?-Hh-~dn z8GD=RlAgeV$G<~INpTOAf~k*%=e0V*{V7DaOST;lynM^(w@B&6a&r~-nea0+{8CT8 zIcaW{WX5A4zwuacvIvgHcVoJSQJ@w!EHmijWY|&qRr6ja$t*YZ96?!2fY< zZlB6eAItc9mThm})_3`S=Z+6g0cC{V?Jhsz}=J>B}W_x5er!8_^IU0`>8Y@WL++w#741b1m&__8~!|(xYU+%Cfb9)JT*Xfr%oYT8pU-ZoZ)yPAky!0(#+o!A(-ioV+VPRej{{03bvTB7o9v|i=d~Vdo9IIsoep>9gybd@h z8$N64wns%vz#8^5L-Rn9uKyKafq5^G%vRton1+6Kmkog#NJXguXA5{ga4fCqQCMf{ur8Ab7>GrRIA&8G*)7j04L1=@yf8 zLxSTXWL;D4u8fFxC`9?L_MeEpqeA9lF{PJ}F*PMoKEoJGsWTVxw@Z&&UWtnz2Mx8r zC;W5_U5ZiHcH@`h*#$Nd(FKe_a8h(b&NR*h;wG^W9tqY%QrA3urlif|dLu|VqU%%= zsjk1oTU}tI)i{^U2Hv{iau)bxdu{4ZOaoPTrlBv;9x@+^3z!M*#t+;!I1hIG`q2ZuEnNaf?f)D%#ZocPdTVxn0wutTk`OshTofm09 zTAB+P3MqE)bnf{K%P1hmQFZn!Hq~1SY_ZS_{?rz8KtVa*E=ZqU-7fgeCZYDAlSZ!u zE1w&Pxedzs@2GWIyA8*07TlNKz@SXxo1E7pb{yG|!` z!3}|cqYYnYHbSx`48s_PbQ&j8U!|t}oW_P6)CNi^(0b5HU-rOd0PUc2=pW9!$ueB# zNLTs8z~8^6g!6a>X2e)$CLK5#O1zqo?Ei#!!s}O6n~WO0gyr7eFUQ^`Vl|RD=g6#P z=J1B0(c5vVQ>I7OYuFjW?Z)=@;<-N@{}@zG1-gx#cG+!M>E&j}F{Ol2U=1gY>wpz1 z@H6KCEVpy|2}9E(O8+064=0x;oA&|1o+>XV{nq`>Egaz>1Je6t&)9fM#Ic=#(YHl5 z(MNM$t|qIdIX3Fel-Vs^UJ2S4WrRP64^X|wsp{JF9Giz4DOy`Nk-Vq&dQK2mNL+wo(o z6(ZbPE@uJ#Fv4-xlngZTsenJcBW zmlGg`7^h{ z+|z_+gGq7XnKJ3B2PZ!v5J=tnUHRuWW;hyYJ|cPB;XdMz#XX^W_>Q@dl*u~b)+wL$ z{Zvjx;!i$SKh*2(U8(^e^w_u>3`94jSzU%XWBIoq{fCa{uIbg~t6E-X9?-0WL+}|t z*@pn~au{jFO+%MIQ2lP=APQBXYceZwFXOXKrEp$#~`$;AY6D_5LaJG`L1_l+_opzkGG zg`@g5_?d#TpDkze{(Y7rOthEpJ^lX7|FC#l|4N5L^wG~*C^4d>tW47o7)t8GlGUE- zQ_<;RH!&3g6As9+D^gWZJ8+g1-|30y8%*^E6HEY{nJy6kVSQd*ozcSPOjr@uag*|1 zZ1OnFxOdDnX}wqMjY9JTLLOp*GprK=3cmpK?<^6_^5@?e}_KI`)2Sfwb z47`ZzQSjQyjMZs#0E&E>*s2tryK0XovpdM!p!0nO(mdHhA%2dD<#`v zRU*a)l#)InbLVD9tpE$Js%P4v1`5A+^CxfHK?g)oB?Mb_Tx2WC;vlgH#Z=Dm+_TJ_%}U2t%-Vj? z>MkSUsCUwcI&XE+c)be16!ZqVefEvk31Aw<&K;$M-#K`Eq)+C3uLv=D8m4*f0-)WB`$KL@gXiIWr$Ah@Xr%YDF%93Xg;SgnA+QW0! z(x14Aq>lqitQ^ltbYCIAV?&4@Yp}97yuc)jMqlkd zpLpyqK&@mgN1^KDznqZBC0m)s`l#s!6gN0y{P528JiLBswyP_=2y!4@MwIe9cMYxa!a~JbAZAwru^el0$Hlsky4NgT;vBY1!Zd4LcrZajYay6O%2uu zhHxCss=o1ui4gvnK4MC;9vreN!~x}+@|J)tZv}M1S_-dSFqktD%5R0DPyt@gcWO^} zjw1Z8aAj(3N6ysc=(+@2Arp`=2K z1MK?%eaVJbfKe(w=Tx`{vab?unN~UcRI*Dud1%`^xN_Gi-;jDETyeC#q~%@=>m(?B%xI|hGw7wcXXqN0phW%hUd841{*&%S8NlC zXa{9XqxWmPRepPVFMxSConD{K&T&uxsF@4vbQp;hW-d&K`3RJf2sYv8DSoS`@82i# z*XILEM87~S*C}zNN8jqgzSjuSn%B#Uyib*RHuWq;Z|<%?q^hzH7XF#&D0(2Bta$d& zJ&{nnoMxZsWIQZH!`DED`fI4s>AgksFK0#S6IxMQ4pK7F9-+?eohvQ!pR62p!zg}Y zPs$kL<>tAu|7?N*qf6F&Vx8>L?)B#E?B7RAB*|rWoFj|A2OqT!xB%O*bAet*?8hc5 zq#>g5az2iHMpR-!(vX~w98G6wJAJqnn$n)Y&JIm{gqpxEw^SS>M2BbTwViJ5fFcm? zde6|}?xIef*ChdqQE`tSbhzr|!}f=8BJqkx$_CTa7mdvfz+5v^I+kb&;5bu%-_*#~x zhmOmX`=DBS5O@z3rK#}iRwk)sBQ@cu{JLaEB9SL2V?N-BuNqio99Ju9=B%g#r;W=h zryh>M%EsIwt0WqX@wQqPed$@u%AFe$hOv4WU~yZ`TY}9QkWp#_D|V15cBSR(^c-ew zXGh<7Z%BmE+GrckIgKo8(1soUBBb^Im32A8&Fh%2XJxpby`BOGl;OK(Wfg5AgD@~X zHNgNiyP+d0hspjIPnDvNzVHU%Fw-si^6W5tg(q54#3svM_Bv5S@u6`*^r!P`j9@D; zlip>zcCfd74g>%iQFRTeggR9#MH7a6I1-MkPeCS1#x!(uMySW1RH2@?}1ZX@uARx<|%BR z`#}+L(LSahaS~;hIZ&XD1G!y!!f_P3Q(o(TdQEyj?+gK5_s{TLDZy3=ecjFPVp^E; z*^DJQ+0gvKl^3IX3144NCmvMs?Q6h+(vj#RrfTTFe72_s^H3nBqbu9UeNO{9;WHI{ z0InoT|6oFs5j5QECo12dFy1RMBF;K1X`c>hUti`mC4doLRr#4VpnW@0I5)REI!A!Cn>65dYQ?aL+u%b2J5OQOXz5PTXqAKb zUM5(^)wc`&{aLd?XCgP6r#|R5{}y-uiR{n|R1=Bv5jmhgo~oKcoXK%rVw*hzeQ`g8 zT4puA-s9jfG+C78WgnHJdQwUE7sPn%sW-OJE{=6^1n>>|Tl}5?13nQDG1OPb&FFA@ zVr=E~)~wL)llkOC)NNmND#5g$ELd)$$>I8Pl1{dNWL=HSZ~POi8-OjKxWVz5G-Kys zOEP{GW(aJBhv&pfbJ&VJxLp8P8{Yqr1qhffS~+ z*J|N7@kQ7f<4g?3{a;YtW10;4jiH|pxMIr8NROf~s{ZX0yW=75ZOYMHfWvH& z3;uIB`tG7pi?aR`F}OF31wKJ87_jr!i+f4_`E$5Lil4d_THwAal8;)d%RQ0&r;3SD z&3$^szP>rlB^fxjLZrq2fMRHv_<0J34Q@qnV=Cn)3AAupPSq9kDxv-MG5mw(Q zZsoKyJwO9N_|J}fc}ft&9NqK&G;d83{$0v9)=6hi1sj_*q2zyBmVy%TPu+c9I+|l> zfSBso<6pUbSP%#6#yn9D3CY$GWEu3q-sDFNy=%h|fBNcYm@vbifEu#ow}Iks;%@o1 zz1o!w*E^@DC5zBtfONAs2eU+I)WF{>F|WGDG+u;df**4}9sQ-i#ekC(g&$c9D1mn4 zYe(_gh-Wk`$Q=mD$EP9{aDD9Ml!=@(=7C)0Kro`OI$@z0v?slC+w=S=+e?cPSd)KncznJfxne zaJD7yIyr@zX27tX4Umk#yPJz#YTj9s$~LG+Y_Pg0{AS>A#4=E`gunJ4`A%$|awkM4 z?^U65_qWGDVkK60$|5h^$jVuKipb^%2vO~Py*0v=wcCP~-TZtqh7tPM1yMxS{*~v| zMSu!EY@v>FljTG#@#4>%^&ur;W}mQQ$25g0=5(hnKAl0nt-_uUd4>(Scu*5jl6ucXbJ=lOjoSP3660I5IxA3t7?n2jlf39kUqH}AQs=h@XK zz)+d|I|pTWWWKX2?^zUX7!RlrMC$C7YI(cZjC#Bu7hIv%8CeYgMnJj0cvJ!bl-j?+ zbK`uPI+61b(6P$X?l6W=mw^N3)qgygTnfl)+6_7@>k=)#w|2i@*zR794DX4XBoRPO zfVK!jNHaq2@D%TI8U_A^kA=$s&`X0U7)v(hV-9%ezX-y97JR>PA=gIKs^EN8iLlO;bp-HjLy@Agw3kFj_>jj)tUm^ z;y(s|s#vWfp9$Xkj~$}x2{xq)dvG5LJO^plPF-}@H(Ho&lEgORXpQ7 zc~+UL$wmmV-AVZ&)ut~}RR{;0;_=C!xlu88ZKlxILBY8xhYrhH%~ zXqEn)T7Ud0coHrlEDW4@D6+W+4z%VqU&da@9{hsJP1lKbc!wtk+jRK9yKa3z@=Vrw z8*)%G-pVA)Y@}+ZuaIbzJ&>z*5#%B_1o z00i6SxCh>~=Zr&0e#6OYfPH;fsfsi-<@)qw^bD#;Tkqi#oN^; zI7PnM7`JyeT1$PQd4>~QTzIXslc4T@n}R8|wolF9m}?zA7AigqG1f|I)5Q2@BHTBy z6jUiULE>*`|3T=G)=qTf{5_!W6Qm(7C2r1XR+{EK{^$G(F7rLgB4Hh@8HsX?-_YJk z9MHjzTOBxopltLVziat>BKQI3+qWLqni$PXEt@zS(7_^O4n`v~i;K}n)v=uQw7k+% z(CO0Z4}603*x|T-l|b9^NlYXo3sHk7*08#T!6Wh!=zs)BWvIjookpP=ij^(^n!Xv8{hXJ{Um>PLLQCqqotNTEwUQVt47!~ zsWHLNu)Sl{$&Y<}zaQA)LfK7_x_xB~K={pd5Rdb*?e9ycEXb~F?-1p#Cp?-qK{wgP z@4I+4b;G#HN_Cy9uq7Xx4~Vm4lS}!J9(t9Bwg31{!gX)5f+pD(Eao0fgpa>BoeAzt zuo@aNA4OL`lo0m_Lw?fgdX0d#f|kXOMbpBY<#+~A5KuX-Nx|0Y2CHN+qvT(s9`B=pFqRp zKOMZ70s)-yD+b!2yWXu|U%<&dAwU_&7^Sw`Pqbm_jCrv3FZ^n zdVr~=Oxk4s0|~c+JKZQOB*vRjHMz3pb-p+PpYz&|ct)tHoRZc|It*|KvqQo#2fwmS zmEbVTEPN>go!S**dO9Pjg=y2Bv3e#Krp9zmiHT`JA9;4yzA%T5`q7q5+wKz@cC-W8 z;H+nSyh*E1IWk5RzaD5n3D=nWn>oK{O&UNLhwbgjvU#p~Oq;c~q;O#H6fj+MMqm@g z_+mHWryzzWi#BMbb4|aNo`oK=9d@W+fQ}`o=5~HCyp=gqwJi~2p=*iWouEFBTx$Nj zQX=MZSOL>Oqg`+)82DOQ2cP3Zh29L|ufp3E9Ju=@PV0Cj>-=R|Ir!gNA>%BIQ*Ux5YRs%O_+NxRyQ0w7G&Lw8NkI z*~$kBB(@Xd062I@d$C&&HJE8f@}xzu+|w}32I3;4;a5N{1p$EW2jh)1SXsrc%ztv3 zewNM>a)EX>owx)!CfMf-;VY5jIk!~#j9WM<(AkWVIkViJ{u|S)^r)9Kjs&Mf&X>fd ziz)VmEZN{RR7f!!@=%|VV4}(k&+l#y4N-m#>r{xZMcdkDKepjjA~>2TDF?GGQH>+m zqA9kz(08o9^^_-$U(R@Iz4h6E9^C+=4orVwZb6gji5(!ABmlsXRoPCI*ua0^NdZlE zTZPC2TJ--^WV5K>j%Vp=gZWdDnvc}qE~vtIfz~(nI(#Y>_5xmOl=JR(01Vjn#Pz{@=N8J@Usp>e=~_}et=LGutPXxJJFd9 zbE!wlltYR)-I$L`x@2pL@!)5j)PT49M|ri$+;lv^L>do*8ymQ?ytw%e?7 zCaTk&BSAs6kouc)rPFex!ZdXJ9Ovul=z-0c3M?mM4V%h(#jHut?M)Fup)Sj&A z+Mg(k4^M5ipDsrd&*eidj#^2Ei1B0OdL}36w<#KONH3GQf4hNy=lzI=h{+3v7osQu z_51)JHrMLq$h!&RHah*uvb$<&ygDl=?_WKh{YkIfF_1&456Jye-b+{%ar5c_3SV>E z#iApYNS>bMz#C1(!i9tCIE);z7*ZsN zuZMw2TCbJ&;on$U_6!L-l}6)r-s3xiZaJj#G2w)V;A?RzGxC7+&c&(cy1XW26R)Il z>-M+iX9`b4M?QU=Y{dxQdrz9ID9%RS_U9rt!%*r8$4PyLWV`NNOt+8Eb!Y^5vtlitXzlp?Y0gx2XW&)%kl4 z^B5vOJuLk0%waL*AI)*q7_Q&pY~D38NW;HPoyboPOSR>jwBz9is~0M;Cx9=@=+I4h z^Ct~;w7&+p7FcDi)6_S%^A8^xj<4oo!^(9KKP7mI#%Hd;9kbtnkt7-hPxqxm=?*>= znr}@isZ_dS5CP$zgy4IUii-m8*W2NTAA&zD`cl?W2R;{k%g#y)Q zGBCx2$al`B!$=xp0E2euYUYSS-bb=iZ(0kI@zb^7h*EN}+?pL;-!|*6|PT zoh9&!>E^D{MMh*DFhxjxu)T-Mdz~*oK>qhfTp!Id9R)aDM{^&|-%m?zik51kHPPI- zWvPcvJLA?kK^0s|NTCIfpCO=vMoRh5l%-098E)XzE*^43cA z-|ya5jDfKA44wvcHgR2~NkBcstk)i07G=deFzFw4zAg%Qp9yrj?8GXXK4j|;8dfzRKa{#{&x)PMtT|s zgP#9YBjE4$J@<+#wukD?zN}G&W2wsIBHskkY9?!=ZN7;VF6Cxrq^r_>)KI8DhpvE; zI<(Hnk#bk0z>wn$9q(-yT*lN@s|2G_)6=#=T_bcLgx0Irk)fi&b&-b(JnIxI7i69w z(q@v{6n;Z$#rrj(}&O7e)5HX>{(SMA+)4;`ty7gg>_VM zVgiDQ$gLz!XqSfF>bz+I-Sy3_4@576C>`k|*)v-eYPxtSf45(HtX&tWtCZd_9;N0N z!&UUZ5Y{!lxB1faW9ze%O#XUMUb{CMR17r6kW!F*`2QmXPzlDH_&!@C(ooXyh~<^& z4VA4k?H9WhZ1?{vR{wBm`*C`O2umHnfQW?+K%HCY6gLSD`EuF0Vds3eP1J$Ja}$g; zTd4A5w&EgYl|E!)x3t{rdylvX=oR*>yc0~jDhp@|I>?y-QBB)=oaKui6Y|!(et}#r z^B@2Ws5BR3CQ><83G&?ghyivoUnH+vsXelJ_nJzvn4}lvdKXdu-Sc)6&MuI{TY_l# zrCnh31`+J_pS8XINgK^xYq=<2#9hqS-ZNf)_rGqZ=4`?4nzuZN1X7p#~%zVxC93}+-LsN{1=UGzktm0qftP$7GrJ4zC}|qS?wT}fCR|f%a`A)p)eUb z3a1(Zkr?~@f~{=__PFbzn}o_kiKwbOk^G@?kmbLeK~J98N(t&clY#Ttyoo}C`&9?9 zZIkMs$uI%=s`DHPnYD@F>W?0h&o-FWbOO5DNU()4mbJ=tlXNtTue*yOA|5Az|D5cF zKn`J>8~!++3jYsdG$AJ_t}qst^7TcEc_Si!R5L{C6E}To5EU0rf(;F4efLS#%rX$fV^<{gqL>`X zN(r3GDBQ@kPr=m~ee;-%ge zDz(JqL0+(BWzck!%kV!7%7RkV5jc3xjz_GgEBqZRyB>QUwRwu1s)#FSB!1)5l9L@z z=SbK1@fG5SDTgm1=PoQg5B(r$R{FKhhh@tEY7VASQr%{8J=f>PCX>Xt5XHS_(b5|E zvZ#gH*vXKbSi4N>%u={0atP_u|F~|#y4))8%{b%8HT2)?&pm<>P*D)rN+Uv2I<}Tw zbII{31_$~AAv%8Ny=t&iv)xMH6@0TbOkHQPr;Th>GfE?VJqrb4(u63i1MR&G*+Pa!&1pjSYamPMZ7_8R^-(Tgb+;+;h&Ub4<|Li`Vu6P#>~Bc;Y29im<6g z084P$<)r#pu9>xxemP$ph-)8?(}UEpp<+tgdbx)2z6&B9bQ3W5LTOCWGGEOD6dZ&t zpPGaOs{%W@)ISMM6SA7#Lt}SEb!>VlVOaJI{!(=zCrdMUmNkk>Xp>RM39Nu-XVV&G z*m0a_zQLn2;0SO{2`c}`Gx>{Ko-V7mFjGj({+@THZ%IeGw*A{aldde94n+d~6@XOJ zSFuN3spF=pq9Ba+!Y9V-0-(ZI?4w<5-GASrqgxgSYf8fHR`T{-PAO9JK(@-2r#?jB2zldNhH~r)V$123?rU5e$RWr}CEy{aL2lopoQ z4@jc~xY-QZ;nUU9aW|=J)(27cCcSj38ohVdX|0#%(jeUQ+%($E7&(NOcr$(auY~P8vRMw1nje!#JWL8=TV+zI@Wvxs)%JoED9!rZ8OROzOCd?2bI6c?uZtiX+l4vae>^&n5@j6GDmNXl) zd=9ufwt|x=w=EGmNPAH>f72ssSlUIf0#OK`;OlnT&G=_p`3b zvxH7zIsB1kTX&+}tg1nAiv7~^Oy=E~r~yANnkdOpazpy}O&TMox9BVzrHczQQHSLo zbnp@2#dEe>yBpMo^!t~+Xwo!MnyjI81!%S>W%{fwA)#24()sS_PLfHQ6b7U14mp&P z$v5VhlzJ&m)=2%j>!0E%wJ-euSb_Hd2jpg1M6E9sYS0H~3fMR0238qnwez2S($nZE z*zRW1ie$3BzRA5g%)vhDFNeEfN#1gL1*r$Bpo+cU&r>F9-Ym1Ki@X{%EcIjNy<%1t z8T2|3$J~k$QmIcdbSN4vWrVZh}NV7Tr$s7dpW#8?7u?XN=Dn!9PP zTud-LMsF8+f6PlhrIcW5)J-&QRGm8C8leiPknjkO^xp|It&}sm;Y0hab`Obn^s%(E z?9`63oXN*%+82_Jb3nc&lOS&Gd~h&R)QTZi5}%i43aGXoSZ^o$^(3ok!5n5ED&bI1 z9iM<8BA@b%Q#J}?upZfZN8xMQ;xjc}S%4%#8)ON2J5C>;wN`92IOXMjkfFON&dzzc zm0HX^Sp>?)Xvp2h4SjB$(h$LCk9lQcGo|k_f2GE3aG1GU*AM zvNZf+Xe@yefmb%dY0RXp#=F$wRq_HbKtDfdpZ{@3Ie7DBu&3`<6Sq*O-L7=}Or_rQ zOKDd3tKP;I$601Cgww)=EhN(6j;}=H-5^HB%mPa2%Q+zl5ofL_|x`QiSMh7m}e;?bRWx%@cpvdE9~LS zjZyf@hP|LdEIJ}TQx!MX7aM7-m`s1_oAlMBTOVrJp%!E2)4Z4Zj64Cgfd;t>f*P|x zkF?gHY5!RWMspXBHYl&M>qi&UP=I=-II5Pz$M_i6bSLiVTmPemNe%z`H|6Pb`B}Ng zq%JJao0Edgkiof1W-0!PM)e2E@=o8X8FCcZ@l9>c*UzAdpR%om7<4QRZ&{$*Q>7Gg z#KW`3XN44fk52H|xTksgZcaGBkBq|Z4$6?JM49BSEK|M54Ncy3nT8ZEi_TntGG`&2bR@6paax7r?GoE-335mCYsihQI8VO zhVuTW*=8!f(7lZcT35q9@da@Jo&ah>gGhOxtLp*{nL%idU#=AuFG`#z%+Ro}4j(rp zS;pwJKNpa=>Ts_Qv5(a6%@Dn6J6*gmatpE}aLXlae|P-CiZK^e!^gZZOt7?=mxMS? z_+qA#5Zb`^8jn?)&BfVhVQyk?e4YGC559Ft`%qKa)V%j6X4)I|dq^JIKmoa+$c zmc<6P2?|P&26s5Z8Li1uY^+hb&+ercD6kz+3?t_)X$l*Bim7i#YyxNRB@QOcWe*^N zF+)Qt4)A|Suywo9cHoOmp&qe6*S{pDN6#kJh(~~sA8a6Dv*Dk}0DJ*x%BLLfIPt9y zCt18J^db^6$&PufA21Og_x9jmq)+vN`pzE{xB%{-Y~Mly+w>qR>oUnwKl_$IKzjo0 zOmwk-AD5+RdxjJ_cad13u3q0YPqP6Cz$VTYaZIA25)A3!Z`gdbES(N#lVrP_&g;VX zO=CiWj+AW)9iWb<(`1X&8Y|ZL!C!bkNI%dLL`lA%AWQqE0t0vUVMz@_kxRoWOQR4F z;y3llz=Uj}?{WfxN=ipr!`fhcm$KN8<7C=eaIZu0zJ4bUI$i^68^oZ8+D7{Id5;pn0BGaJFk&EhsCvP zi~Mi#7ke=tk=67`N!=ekvW1Dqyp5XS->zx!Xl|nd1CkB-m9?-$;U5c)u3%})1)Bk( zs+wW3!pCx@iV?VZJCs77P(ZZ!UP7?>&(1KJPDBZYDjKbxy~RUV zz68Z)_z~d2%S*&{!L8)P^_GmYzRHx29E@ETnfflMZapWv6?p&^&;UiL1*{xGK&T=U+yrbHH} zc~k^R0dod#1{GnwtZ%VKQ<;RdHedZXl;GXsO~=30P{{xk#UVBv+XuP@iTK}u`aB-i zMD##8*u3-t9E2QW?J4bY57CFFDh`9PtsYQUf2*ziN;K}zU~3{3-b z*fQHbhp|NTP|M=6Efyy7p*EHp))e|Je@BbZOgybxr{RXh^td(kfW4)ic%S6wR=SdZ zHYE{Ex31vp%7y=TcmiX#8%^E{7w9q-Qge+`$iy3sFFIfRs{29OjmD?}Ic&#K3WbovpmFC9u~@{-;S>tgg9I`9L7z=IEfagT19MiHO4|+9f84& zTEK1=Ps%FSMzrhhm&_)UB5GoPLz2a~rm~BY1pMsg*}+e_D?Xew-lz%x(rfZCT%kT` z>hvZoA@NIMn@Rjpjwoz%BRRfIc_`K>d?%6Q;KKIAX3hTmN+QjBUoEyDAz9T1DeGt;0FGGmHN&o|Wt%DZ$u_DUscDYT@83Rr$-#0P^iY z3b-VJ`=7fguZuol>j?Yq{l?=bg3+W;xb&~Ymh^LR0OAV0O!}ICr8!GBnv6*DOAB}e z$7aAa8##aK!k=fqLEca6fk2iJ8lQkXF^k#9C16usr-d~{uf{e}09t=FBalPvMH6^4 zuJF`BR10V?odJjyv9SD+AS-!*yE#q>2Ynbti|##W{mjEmO(j2{xw;2k`Lc8j;`&id zIYjwjt~hfa%}l6CDfP2AHyT3jX&VuePojV%>jErM$yjM!(9{9nH_%&EbIc=#+~J6* zOshX_KUGll6kXu8n|MbpemTjMb~o^?pN`;LUsqT;M+1hHcM?NYf(l3Q0?2#qTN$>V z5ROhjgWz6-<7k);usL@LV6q8Nypy#YXfGAyL=qkCRPy@}#i<=f^jDw&{oejF33L;x zxmm6N&+VykeIJitIC)1#e&Fvdfn8ooaHAN(iY|V2fr*U)P`mYN@Y_`yLymQQ6_O)c zRMT$cHBE2lao9z%+!aP{wD2Z>>!6lGB=MY&J(_J6 zfUfwzXIfzHE1U$^3~FRMf4H!(b@9P&cU)n;+LR`zN7H7B8-b2OhtMPm)?R0`5usa4 zzhDFy9#%A+tQWvNiY0A8lipTRg>6q;`J|iZ-bN8JjEFw{8VluFk@Vm60myGG$6bCz zolux&Z?}Ypq`vk*kBLV3evKI6?<6o_7c|!S+7{?#>+IivROp8p<TDYE)Cg_9< zNT(aFW*{~OuZ2#GF-~YaCX2^z$-??M>S*D5v$n=oaSc?tWYrnL!U41JHv=ogkP$on zfBcNWq->LMo>F13m;caeoN#w@oPLA#SenhB;$sV?pT)ra3Hgj&wee2M0t?pQ)GDMO z*{t}hv54HV@m|t?N>X>45(vwK4r8~&Ys6qb%<5qVtj(P$^M ziO~tHdQ|s`sX0X3uB!wTextOrfVC5-F})|M2UF;ubJm*S;b`d)B0O75m%rRzS0>Z~ z0h0U4k#py1u{N3_Qp}skeqOUnX9jx<{;RuS14EN8dp>7Ywq#h_Ya11Gs;ka zV9QkB59%4L2cAn#lB6urx88Lzqy$cDqMDoPJx-8lo6L_!eGBLJh_Y7kr9=B#E-7raH z=~8Xbm#aK#KahYicoFZ(pXv(o+W2gEceXZEGWxly9SNZb&sfkQ7NmaLvfFlhn3B81 z6H{Tvf^TVPO(~^Du5E_l2dYw9(3x3alZPItl~hZ!w$)%ubUkI3*JOpu_M@*IkFII_ zscxBNgYjv4f!3_4G!oE$MW%n1pMF;WDA7S*k(2K-JD&^@!DYx=eZrqj9Uw_g3u?cG zQ|tUEpafxU4h^|zp~1a0rn+sVm`hM4=6h8DGLl0LcWLpK{ia%43S!~9Os#43 ziqW}OV(%rz1mK5<%HKoZB-$;{L1c^0eMt<9>Ks*~S0P&D8NtZ}jW_573ZvMwZ(GN@ z$faNem2npunxl}+6mJPv3Ag(OJN4Ay757W7tzxiM?hD8!%|d~Au7BkPh04hwF!Irk z?@%M`)Lu0G0!qD-QrhX_L+o>!FoZ%UwOd*p2{uV5I9B>Z#m+nIoaQu{4qZYE5Qb97sJ$V##7a$l#B_XJSpEh)8rwZo@B7+zDH@mqD7B@>^Aq- zMeHPZhaLXwWr|+S2rRKvw9v_+O~ubeyA+nE)RO~l=@ZAxQRc`<`+|U%u4{ZlArXiU zNsR#l4@|We%XHpBTVio*r`C)8uv=YnMOp-1j>C zseYaG84@`VSHJIfD59B8H~MdMv_u7cQ;SL;xA?(jI)?E(#6)~~lxdpWmJ=<^72XVW zGo0WB^k>jseV&xS4m73?wWemLy9Q8MtR#(MYN>u>zacx1;UuiJNVkiu$Pu2>r^UACR1d@MoN$LUaIMsz;SANLr$sSai_ zk(3HXl#XKzwyr#=opQ>sc|J-~sHH}5K=dyxFQ8RM2NBNTYF&QXF1r17@H;IARya3r zJS{npS9%(K48z4^c*g1`P~l})r_cpQ4m6p}5@gU(a&OHRt=QJXQ`mF@h7N0R0gGE~ zEz07jxNZ_wT0$liSV@Gw4c`BWSz~2tmh)f^lZH)o{|yd&Et|BW?63Rd}VILdP>O_F#!eVI!A^89OoGuUw|ZDXH7FME54=T&Jw!h z5&%C*lwAGp^EnNJXfUKgB)b5=`5shFXO7ZR;Om7SVG892sN(Rb*`L<6qus+ef=ce$ zdtAtB4OIu^rU@eV;V{BgWhQmhKS?nf+nT{p0`Nw^^@7tdt>Y$p6wxru0wMwWyf&pa z0u0J2j8-U2a}~SUxD{2RD|Lsi&%%1M-l?3+*``gkY(WKrYAsA5f(@4Y%0%LW;A`0A@kHRgM*=CHSm z=VuhpgI}IgG_|Wo;k)K@m1p(nhObUFK-mi^FEc_SglxWOB)t?IH4Js&@&n9qEy@KA zwb<|9?v<1K>u{keIsEQ5tFSEPn}^@1(#>{+7y4i{dEucEtXV$Oaa&tp8!~?8cS~Dc z@9_13HdW_Ot(ymU-8*(VPGxG;$=EOd8;ib^-1OOpee?@?&?(ji*wMtxEPfRtqzD@N z8wxle$3?jm9g@Z8Sk(gck!3<3*zlcY>~}&}?u9%9MQ6s}RJo2N3@4XhgR+7`H)KUQ z7~M*U*HEp;nI4z0;LZf{*jZ^Tf&Px8o1DdA<$NKaRRWB(0*FWv+Rf?ZDg!c7QfgxY z+R24oPDgteAqvzfginZ~dO6`LhJGr!At+@Mvit{G3vi)FKaSP=#Mx%sP_b z%u|r<`UT`H{qEn5*-;rr>d^439wONOS=8`>6qY3?`j&o71q}y*ya?*{q-r_R@@^7f z^e*aSY64Jfy|h4+cs{&BY%?4ulNEKLVnWB{fUOMR<51-Ut_(BzhKdYQ$osbb z9Y0l*lHB-P>yfv~^-RXLJ~{Tz*s8<@q_ajp=Osb^q>V=Oz+y3_ue(zCAm|FP(;dVb zFb`4?jvTMB7x#2@NDQ3?ONMuhwcxzrrL$zL#gVaMgoPCX#Xzl=+p#+~8|#RMX9#%M zU6YAM^d7}ZB#hq?co+YoNeL}*Ov!*=!%-rh*DfG>lO4zzUwhjCOz~;c*R9u&sN7AG zj%7k4Yxh9pY~Hn9_AyL5Zt&Lrlu&%8gl&h;;=-~ckbolf4g{rKkG_~0z?15|edj0Gtq@+v;U%+8*(_r=)_;)5v*@|#! z(n?IjKQ68}_USiXte6@b=(^DWnuC>#S&wa`n!Je+^$YYNIJFR6s|bWCv=WGqZrv`q zKgzq$uILU^9t`9;#VQ3?OG{HjAE42pst}}fz_&rBe%ip1;3i`-e`;WFkK8U*9WU%m zoHx3vKj93^Uq(aLFs)8|NuIz){j0oz$Dv{C8frrQq!%{h6Z~fu$g#!MTT;<$#xx`n zb(0_N%Y(z>pxg`fi&C(ds*|{OnHB?Rb?Vx)0f}0`I^4*J<{!k?l3qwOHUSZpjhNWDaQ** zK%3*)JSjky7fqJ*dM*FJ0g{X8QKK3W@1de!6=6w`iJ1Mhb}v{7kY?otsP>>Js9B+O zZq5RymW_Yn6onNF>=Gk{(L0t4d(9PIXnt4~8vphIOX*uROOc~x6I#I)q3@KUr*k%x zX`(Fi^)OAGz1ZH6#j831dX?VA=vA^fuiG4bR}HppVFgvNE~Tl3VUyMg8Gs$06b3av ztqDELu^O+8Dg;P%JEI)3Nz1}_xR9N=8s3q*;3C_w%U5yi8J3m+)#zL`;7K~Vmne`6 z#1AFi-Oe7YFvK4&F%6IK0XSvOk3o?O`{2t#9TGYTxDl1f_LtLgY8s!`nf|m4Xv(A# zQV+c_Z<{Ei=<25+$|E|F4ySywqOJXap8cJxYRmSPBFAKDY6ATKuk#GCOa^XC?%)kK z_?wPQ9X&AjyiorzOihag5mc^K!d0(f)CpjE6yM&Qt-)PWGr6{n2IR(GM0Aohy}H+s zUu1^an;HY2Q+>xuWOWmbbz;{*SmX`T>IiRH8yj^30ZSDz!H>*+tG8R0Qx>|b{pH3- zqVtrvbgQFYJ~fa-%C_F4hcaZ(1;AbOFAx_x%S&pbHG+8Aw6xz5PA|9lIDy|IYu%bb z@-s%>A{5KJ%WDA$K=k})auT8{@{*0I9pniN7F?=g z@g8Dq4^a~l6I^oFZ5ADGFf!byHh_#l5|{3bfFm9v#rND1zky%_4rgFCR&#uU&G>M7 z|DE*{re!D0%D%MIITwFT6VoiWBP*@djFVwH_)aG>|7es=(Sq8I;|Gj1-NY$`yuiyz zxtG0K!+Z#^9C8E*i;(2fpp>1GalN?0pqdR_j02=c?G(Xi-q~1)MP0q{yy_gepogi4 zorTo-rPd8#F9Zl@U6JfK$VvJ|e;MNx@Xm2UzXLFC6y&1N#^fxx15M|s^$(B8JVHMH zN?!RW`c)}A-pjQ*hM18m=l)O`*RPO{yzFK}Ie#jjn>x>X8O!5ctfb;NEO3(k zH`qy%>VS#?GcW{5!OxA_Q2{MIvuoqs>=ISovJzKSEXY{!Is7`^D4XQV!m-pdl`117 zk67(1Zcec5bqj$+9z^Wp#$%*PB#?I7#f(V8G7QTraE`&(4wF;&-|(NI`{$CseP?7} zgj0`3+AaS#2zkVPhLj=PNk%{b2M6Gp@VXfw+?~fpQ+MNrnu(QsiK?zb1Sk_u zN0YP*K(d@Z0k0)5jtVgg?xs3TRORU<;viZnweF(T3rSQLGP6USiCGoHTJYmNuz;^Y zz`72EG3zr9%o)$T^FG)GnZ}-EZv*rnV`mB7mcs5pnu#cZ+3@NHU)@zWN(M*Ld z1(c$va@{CBZ={xujl*Hu|u^NFux2*h>IzKAf`m{h!&H6PO!F+@qmqc6%V${CWGkJLwHvRxPVNL4?ST{DaSvD(t_>Nyjspff z8zr+}Q)hV;<6(PjPTK$o?rjVV6Toxu(EMe0 za?^tF7HG?5{7#DelQsW(CsK?Ox7T!*j!5@y2x!NO9?MlaVxTMk0N{y~SxU6$r*j;= zV+Go#On`4B#mU{nCYV!(Cd$^LX=z2ycXve&$vs#)Q0}GZV5T|>A30r4CZ%LR zG4@u@jz9q>*_IROWfeH7o&7QF$w4>?D0^^*@^bJF#Km31MjpNWGij^TTyZe&Bv--@ zw$p2{1s-AkL!tUt1~^oV(5|O|(ALzAV~5~bcEb5|(Uwwm*8vLD*=mTNjd~n@1HBvk zs(I=SLIT^5r{@CHz@_7kwwAM$C)-()+pA8=-?{DwV}W>i|GCb6dd}r0d03*-k3OI> zedW({T=#~nI;DJQu8;JcgxH_*ha2mr0iN$INW_i+0Cl$q%h1@RNDG?$9Rn+~X`YTi zgHuC_w3NFZ-xX*FPh*ckFF-0I=$gv}b911gvMMyV*wohIA7M#YBk3oS7WxW$W=Q*# z&SB4Rxt3&BGFiHa8$9o|D;}y)uNMb0Dr1fBC}z7_V=|uDeNgFa6+>XJ-p5lZ`z&dP zklVh-OaJV#<|w7ojD~LBsjYFS>(~nHoXP?uJ>(2PLGxo`T|)1`^(OC(h0p?PYJ=7( zd;vJR=_QV>v=wUj=R=xD9PAD=`X=(%Uo)r-s%@HaTW!&o%=J(i2q+TQ2oVMmHU^hu zX@HWd!iLh_jWr#fDu;q)2fe2%E9)jfnJo!e!3TuD>kMspwVC;zuF(I~`p#Wk!Rj`Q zD;eXMk^?&HKW+%Zc1F`-oKo?vewjAC3M&IR`IcpQgk`M@ip0zba*x0QBmgEE#(~0q zS2@S4Ln;L_jVcewd+y36(#STs6som-9P2<5_V*XF$o$@Z|NkGMkQ+#uc`8aB!b9GS zfPinf6DDRswJK85fT>5c4E%DV+>c8jRkoX+x5>2_)Rpewapm#fL4up24WV{xT&KSh zcN{Z-cXz&%hP)Uj6H%ckA9eo|(N^T?V^AWf;VqZ$wXgDfZ6=)Wp4&U^MZLf z$4>o2x6gUgdB^@zMbDXD-P3m;7{ZgX+oYV)^~cDl!~*Fr<>Xq*<7oKc^GHgu2?(f-q*7)ZRz1AQYe!$Zy{)IV;l^{zP8`A z>gHZ}=!%mX`Hm@#Bo3!NsQ2cy|u>P0Jcn9$2oR3@-Hdjb8$4!17(5Zo;!_au7w-Tayzf zkrW#oI|8^N4p+Y&Jn_4U?qy2@(|n!WskXHtV)%Ps6z7=52cj7gVVUuK6v%2QQbM^9 zt{lj<$j``bt`!p?f~({|8xenz2UCur4{EOrMTm{4)1jD>UcMH>Jm-KZi_$IyzOP^4 zIK{LD+biA#K4TO9J%14R32Ahkj=Uh9xPbNO(?PA)=lHZznaD_GcAQX!8?GUG1`(6X z=l4IA9nXz(S@m(m>uk7}Yt@HQ44K1CuYm8SR2hfPE4-m<&~9g1;HpMO^~&Jr2m`?K zP5k%7CG7Q~`p+!KlysY&ka9IeTP#)EsXmB!!yQ5EF)$H7{clZ??W(;6tSc{OyL+i? zOW;XE^~B7J%zq1bz{vL)8w)hN2{6uk(VR=Q8cIY)zwcYhmx#=Z^cX9qzs}0MJ#+0# zE7jkJtBr6Wxqegk-vIcSYZ`*dJC2RQ9eLi!y9e9v(UVB)(DS9-D7d(tS13*9wWa=q z``a#=xQ+9vS4%V{eWdXd!bF6;iJE#`iV9LnRiyK2XDIPw#xY5+Up@2Fr8l7M&-_6l zhxhbifSq$adTu2h%3C$Vu_WvO5|XGXrSp={$)9|`a#4*w$Z%uvmkC$iJ6~R)P@4|c zj|2haQ_i!3f0A91WlH-rVN~OBPvfTAx|J=d^o;Dm&Z7!qG#J`qwZ;VTx<(Il7q!7~$atedPTO%asDNyhL~Fc;c$eRwAeHY9rTYPvi{%pn?DTmzJ~v_dO=y?sn+hD+PKol? z1wSdbx?_RGU77zjU>~2+?b<+*LSYuN&6ZVy^5ui@L@q;L=FR~Bnj^Sef#=-=z3J-{ z>EuSYLn4o?-UdPb=3R;lbff^Z=_DwIg6;DZ-PSc6arI;Z&E7N+N22;ATFrTz6t?FU zv+sCZ&iE{Rkm+G)Z&)Fa(Vc9my)H@4BVqN-6HpgxT^H!4yjb2qSrPM*RgTwtkLPF= zhh0WA;!emB_DLEhf0zM(5rFQV_m8sdC3ML?G%}l45?K}d@s_vyJ3Kh7<>B!~L`86z zt_yzRzGizwq{|!gGvd|gF>x5=yb7q|+14#gu-HNomM#cDu%ftbzn3J)i{7npiW;MU4{_1BjjkNBs15*)ZsE!$Wn9284#gW^>D-axCb+F}kc ziSFv%M__vmu=*OS6wZft#UKMClc*tu&K8gvm?%tb(+6kUJj^C^bDjCTVbEbf=$&SU zpF4z;CPGl!f=BxWXIJ4}?IS|Quz6For&ghjZr>uMJp)p!?8NiuLx`Y8dL+3~XEo#+ z^5d@F=I$y4#FmDe>R87?gKH=DKQVA!~k{te>3%?fBSZ8iD&yW-wS3ttZP~^ttcm0+9@h^^<({^pj31sxU3{L)H?9 zI4exuO47H$y1#55DhYLzPvk<%bL>~viy3#Y3C}jD&_C_CWc&fyXSX^iwPAO+P?x(a zUNF;3aKPo)GNlXmV-yjtn9>`lEpOr6LuuGiZgh2wtTAis>lk`7H+&JBi*f`fdcul5 zt?#NKE)N(E`PElRcHdfnGY&}(qdI?W+NApVDOK!Kjq1&Ly53ZhhBvNzP41N80iyHd zdu_c`jgm6YG1z$i#e#M8ooA#cP~7UjnBjqjvmBQ6KW{CvVqr2LK{2Y{{gDQUc@Y=R zsK!+rvx)kOCS?TCpzdh&>D9h9dm&1@y5A}3UlH-^fM-}IDh~~>nB6O1g;kC~A;k4H z)j|nwLF5{3gN}*F^I4H22{U5d1u&fQc5xWChP~66T<^O13tUuaGAW-X2h@D$o>85F z{${IQ79)*T5<$#HptGD-YXMfrp88*A95w`S66~@V2!Og1y5Mh7nJJTJ1ob~|WG@t* zk}V%qAcZhJjl35dxsO%jGL|5wW$I3=iDMQ0D%fGMVW~#1iaDbtOr$ zw~M-OGIJA?3T*PUbzq|3U#fz%ysytiQijdB$E^Yd^cDt+$8WD64k@6LRWO(es4W}1 z#laiclIxbZ3Z553zD<=K+&YnY8qZ#A6o%k;^*)n~ai`QpyqoR?%qBG~K5Lq#c~xSMS8=Cu0J zl$}~LgK8)S=#%#A|BhN7ObyDS^-5z^Q)YLZPC!W41Da9GX1@C#-{?a=9Py>TnAHXa z_cGgkb)F{~Z`ECkdwrre^3@P%`0UjZT1sNK!?LMS>;ssjj)tq37gdY;+JR>Kkhs3) z$yxetRU!pRWe!d~44k=5#H2aU-wj>3JguO z>mA_kq?B?&d_&t;4b^x>JPM6Dl}fV|ZW{K)Pj$|^TcAQlk(bZGp!juMj71*bgGy3H z!)YVYv86V9h0fAM*-$-FzETc<@(c(3G;4=so`yc)8(43k!oUE!sp$I<%cl2c7nIltS#5$mdw0nUw>)}Ch@+f#Tc1lleP2A4RZmF ztb)%rGTrVZy@Wx>hPw8RnLtW;%UW7lC2JTBuko^~1@qRyqf^w!hYUQDa`O}TR+9^! z{SdR87%w5QBwQiUG_l{GfEIXko)KVT*<$GF`MK|1Db)S?--%B)lVwi3FLIoV4@!)9 zxSo;};u+CKhggd@52T3Ydj<2Bk9I}4Csk^x5bd{lT~~PHT(xyTx+u>sNz=`ESMSP1)wE8VMGVy#`bOR@$I0al*PXReyfAV?CMnT=P!RtsOPdZc*TPuch^ zaq-1yO(7S+htgzarM@SYB=8NJ!PmglSQL~0Fa|KdaGz0KTj4lN&`4`bD-E7&h~6ig z`USzgzbY)7mEx#(qCfLh`ch|VU<1og@LzQnknZVc_8y79a*2^zVb>K z>xv8QVB(DrgKBq4!^v&#{wh}tU3*ma=5!(;&EADWS^teY%pfERA5_LNnh~qtE9a~7 zQNZ#~R(39jI(buAxcw;+JORFOEz)p~7VTybN#PpbZfQ(BRPh&tchKaOX8$Y@xaz)^ zVxl6Jl!0~ndVtN^v4ZmQ713W{nx55t4}e!W{k^f~rR3DClM5nj)--xA2OMOMX+{h} z=&%hW$FIf=HWfY@xOFZH+DmFt9;Q#K2Bv5lLZC%fwuKkWa6;#&jN2sB=1*-hxIpR<%wy&4 z2j1H3+_<3>wmPM~6OQM(zUF#74qh7L41XWWil*%T&{dGQT2Z>}aKhF)C+p@f~L zaVP6|$;NA)V|lz3e6Ffl>Ug7aml&X;ImZBD3XW%&0P^Vk1M1*5YR(%@vVsfLC)bW9 zW5U7WS9mh16XP^##M!65yHZXT-RwL*K}w|B4@x(Vm@(cTt-@EG$T#&S0lNr*vpVaU zh~4pXUpbSl#C{u!d*j&lKY{g`yhhu3h=cXRQ|ji0T3AYY&EjZEXp;+@Yd0OMiC2^? z2y(<%5M2`>mv%0iqkCam;r~b@KHTW=8cbX8br%Yy&`Y$;;H zyOk1JFcZB?b*{vwQ(;S(n?yq@xgCZm6%NIcxk}dEf<&%{(jReTus@u~+rO zQxo<#1QjCoKkLH0lzQ)qd-??m5d0>Y)(EHG3S&Ma4AXmU{a0`JsPKsLkTp2KU*;|m z=g)bjc@M2O)%^|QKHn1358F%YWwh}fd0(zWyK`hDPBZV#1J^T!Z|N6R+dl}~F#dh)Mk1_{xk&Y=Xc6`;XuEnzw^;s5zD_aai@vgHmeKGveEbrc~$r2oo7b? zR<=1hbQ2t3o!1Lw#~rK>wxNffPMU{KP#Ax1pU9XiFks*nY=Dvq?;|LGsZ>{|mmJq= znKyXC*n(h)O)Ti{+S4x$j>-7qW~8ZF6Du9j(L=?K1Zi4(`rfaPIFw!T3)`&&I5h-F zf3CN2-V|KwZjX%oq(R_;B?$*P4qu)saxcOp5PO@Jb*`XILYZ#a(AV2F+EmIy$eU-) z=~BxnUl#1G<~VF)5Kc#Ws5>^SrReFhyf9pxd`Iz8T<9BChh$|}8N4gOPZrL8&|G__!vPJ_gQ7NNmWMiwc>hMM2QReRrq_s})y?eF-Bg|7as!f9aX-Q77W1Qb z{{h$#d3XSS&-QboUu4Ue>$F1Cf(T2qsSHM_LakJ>iE2h9nQ92W7#N3prB`;9&Ee2f zuC~~vimpe_k){IT;r)I}eO_8`or>Z`Qr`S=+6BU}X6MUm51GrT5U2n}5 z=bJ8cf;*B`e3f*7J0mNbr$a|)fT%=BsIQZG65Q-a4N()CT(_3iT}l5qzvcx@Lxc>F zv`0C*y}LBla}64TWfy&r*hs;FC}|2BJ62a^1@s~*1VIxn2mnM5ol;;b1&o9|Z>b{+ z_%o%1O;_9O4VEN(qX#L+>+j=sK0U@jW$pZwlI%QjmZ>zqx+knFSG)89$lztoS1;f} zyKwP}n(G+!WJbWHrL0CV(AGjWPKJPtVa1&e>Q%1A@55`sIe^6p!;IOR)3-R_y8fBw zjBWxxXGxn<5?Lu}dJ^Jk9)ocp+ACpcD!Nis>Sn-fxPOj4qc(|;_c=wG%oEIuHG+zA z)h;i$VoF{Rq2$K*bIcnb`*(UN5B&*G>Sl6H6lft5M&$-2h2WPJSEbk^EO3RP-$B4_oOf@|Zh=*Fr

>=z&Z!HsPEcYr;(#4!mVV z76#q}Q$%rWLjtu%8mJ7*l!^SvP*|3WNb|qv$*#Och^gk zgweI2f0VWC3A<)@J>JaMKfJ8SC^jTl35PKt5H82sa;L|W;gL`2F{(N-M^Giqa_bd^n-P6frO@ytG7&V&SX6;DIA|k6j*U&|%j0bPK zX9x;GR8J~5=EQa5%myBeAHR1u_=JC!I-6{JgYR9PjlpQ1kg|S2cJ_Dc>LM>!X-rBe8_*a+4XyA|bTqA7PrQ}y~YI3Q6 dnwS|FLLq-4Uvu8Ro@AZb2AkSV3z@^&VF!<1is=9V literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif b/tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif new file mode 100644 index 0000000000000000000000000000000000000000..8485cb97d81fdd1b156d783c3cd441cc4c938391 GIT binary patch literal 43720 zcmZ^}1B@s^*Y`QLZQHhO&mG${cWm3XZQHhO+qP%+KF{~==G{%UE7j+h|3N3!=~Pmu zB_*iKg0}%Yvo&IrsC=dYNKW_TR|G5zU*LeTu`2S8!H~@f!f3cGU002Y$007;( z001rC|7vFaH~oKZfdAIy{~rHGA`$q1+y4pt|1o`%B!d5OF&L=)*Zzn9Qx5V>*fpcUrR}>Caz4t!9qY!psFHE z;9+ZHLcq)<=kW`fmVr|5t#xCn*Q|m(pgScB)VWOtM50-jQN(Yk8og{WgDG z_W&)%-~Q&1K#*`~Cka?bjVv|!i>NlX^@B#R4M+L6J&@7)M;HZG=}HhwgVJyVb%fN) z1AZu?xS2>*zU!&mlVE^5e5$829;oa_H0!=O=hV!Ii|GM$9U8m3a|_gl2-6+bJ@0T@ zS!HW|l*17ia-h(Ew5pDa?7>p^sPw^JFVw7U}2M;S%uvK(*Yc@za0-oZ*Rc{2Df0*b_+3 zb992hF9cV*G@|%r*TJ>q3DdMHmVxP)c*jPB6G&O;_%v=O7buIxJK?x#JZhE@^Hh;_ zH1Qqk3f!sv;PUrx61foo&Tsn-)=8e2dk3(J7AV$DIN$(QU;ENZ(Xg|LZdL$|$?#NR z1-mbX4sdh-6*6y84*Qc3VE?`QM?cfEl~NDtzmj{68&2-Im%3uCV-(UZ+;ZXiB#hSM zq6+V+neq=c_D`8a;e4iuf~WQ-S{Z@uguE74QPDSXv{wU6k>)?=WXvYko^Ln2iL8z{yWy1`(C}P3fISaBbFbO!%;}0XX6geLj_*3`j2@lvcHtP)T$?7IG2nT4_BY zc706$7pn|rY?)0gz9-WV#v;ypbBYdHY(?C&s{mX?S(M<{aH8$@5%jko5WmxOanmTWAt<0QXgcNFnkbpW$C z$@kDMVPee#cd@2G0^*Gg0Cr-;;rSn!{Fb7V3RK*mV<{$PLnv)A^8LpUmRd-@{?o}W zaMeIft1hMA17QC_pFz7P+Hk}J(-TTw7dv47+b^YwXXW=_q)gc?TO%1S!cE7>X@l(S zO#=NVvc)l!4mHtm(qf7uGf5bDp@E1(KY1*=xgHZ|$$ZiP<+L-#PMP&L03}*YBXEoT zC@Gl9nB&+}S`AaT`RInA7z`pI`w8hLJilHnJ{eP zSREqg^+6xyZfqae<^0qk<1yqlED;KO5Vlh`#!ScFM!rJqnR2Iv4cr|% zcGW9LhjWD2JNPWI+*7jl>v^%%F^G~WH>Ed%P{TP^jD0XQoUYEm60& z4N+6AE6E&?Gr}}KCo{Bo?{z9zCi3CAbwbM<1sj@xHG8d?Tpa}k@>OalbcSlFbXJ$Q ztC|uZrvU<(2Y5{|b?oXkAk#(~JpD%!T^WP7lXKQ{D3Ai0;-)iJAi1>@GR6ecXus1O z2#2NmiT4!Lva`8mvwV)SYsOHk^zAT00vZ|)j6O4YqJ$TA$4M}=^8}qa!4q*aZdS#< zW>0x?M03#dzVu=xiKH?$0NbyeWPZ;7{cw1_HDGVtZL#`jn3nv4Mfd>$OWb5A!Zo3}2Vt!m(bcTmz9%O-^ z&yAVjwP(lNL1 z51MejVS(pw|4~~3Q}-#g>Y>4%#g~xOpVey;ncyIy_5GCu!7mSd4le$+K`ROW9t6$e zrz8#qTt&p+~}f-z%lzE-Hvu-W2=fna~9tjHo(52VPb$4gnH(H zm=G^w$jItm78_2O?e03F&H1imb*;ZvBO(?)-Cr3tCUsGh_keWfFI4)qLh{{E&Iy!T zelnR)UEJ4AP?GdR=G!Kd1G~Q~Qy-v!D0>TP@@%@S+=#Lm+P;R#0jGVSYIxV}&Hq&x zZiPLMG36D7q&B=Z4`Hyd6Gu;A;Pd3L(SajUebyj{IipC7x&}OMRYfhLdrIxpP@Dw5ekG$;OhfLJ_)6 zK(@fWc%o%EG3sZP;_r_e18(DZqkSNQ_S+7nUt|6X^0l%?B5E%YMqQdr~&IU_953Pl%ktM7F8BJxl zWKM`3wcFEr^w_)hlB>o>lOBCb^^884pqu{RcyJn50R04c~6CxSId zYg;{JSC1Z;MMly&czVWRVy<{}Oq2F5BcY+xb2R2?>|+&#UgIT!XNl?yA6|-EB9xQ? z#4FZRSgxnD(SYSIN9ZTE4uPJ}Mqdg@yw56mPB$M&pttPubyCdB&dX{AtEKMIYF>df z7zpO%r_S^Fn!THCKM3Jr&67iefkh-J?(P6Md&I_n<~dNCjIgyHG~-@N(;7}tP=?83 zM->O8H|PZh|N7S4v0jKN!*nRczkZUumK1@oRU8zI@6>b~Tj_PI9_aqgOYY zikHEz&`!yz*%mr-EBUshvk^CP-L8X(2q}XdWlz&Tw~JUG^c@$%49rT~&){0i$*uB0XBR!L z&q5U@?C2(c&aF=*o!1M*$)wD-7t~(IHi zn}7L~EJSSo0;T9&{MLZTcJN$FWOVU13mNE4l+F%1W+I@}qZvn7n_G~Pl)`vV?g+=y zH~m#pceA-&f^}cY?he&>%CQxy@!7?OV9nmaIE7UT^$2G#!(8Ox9?H8Xow6Yb5>0ms zK4=eA$v-F~4>e!uNYT9!t+Ct&W!JN+&vy`rqq&~ZM9I`h=}SJuTS$4Yz-21tsI`yi9fd`fJaCcxo%rpBrk1B;5ez*dYTwju4IHOld^g_v~ijv-NX+$4Rv z;|FsNA1TuNqAC7zSfJmV)v!)Pfw0y0%7Tt*$WlI#;@FE2Gd%>cOq2b~OWIgOJ70?i zr&3=6IvKq`<*B8)jB(pZa4xOFu@POip%d)1#N735=bBcKx|LJTaN^2%IwgE`3 ze#?GR>OR(ccz&V@@ht}k4!q8Rw1_x2(ghNZZ*x>TyQ z)t_(=9g(b__TYrM=M?goyfq_a#>0oPC?6mZg|L}srkSI`hi{G(s!hkeUZW1s{E+W` zMiqBfWuV`Pus1W4Rrp!^@Q6&Ncq-At%MDzZKm+XMt?P-e$3KP(=6O1Sqkrk zHpxu53vi)Rq5JLMl@FF_hurDY4b5#K64oyaiNSwWC>PS5lj9f(A%;+mfHDx?v;%lsZ0LNhLWOjTV>8(Ht&5V_Rc&oCGG@-gfb zA4;|=2{q&foJ*wpCpT^Xl`!I#PAD%i*4^>5;f4}J^b}5vvhjSQ9i*TL(7v=VNLxs< zNE_E%@Jh{ur#{7yGcnRFwev{|qVVVFXd-I9Dh%y(C*A+FM8a&PN8*5i2SOWpL)2NpcsMsqaMH0L$ z^hSwq@m@)Ki<1|4iqC+1I0q#AQ98_ODsHy3jcIW6z}#3P`ZJidrhGKi>*>hMN1H)R z@2Kp?e#CZ4*dko|8pACmjWzJrLDu)8T?Lv7P2B`8)F)JQt`)ZTt>9V%g-u*RCh}>?V3m z@f68fOK*(~l5SRR zeOT+hgc~vLfY!hh?5?Eq!6F)P&5E_7RZKgx3HZva31=B(D!k3xj+W z%!eSGxz~}4ponE}Dm|)tl1HlzJ!9-B6_Q#L`st{TYFu=ZF@o>(YK=KUf3Yy@Y%t&fU&5a$#s`eF5($qUAf$9y7rEsDi# za|y@7PF2Im(mGYael*^B6|}D+^MfVu5?fD)vNOU(g?Gv+lfz9o9(4=e*kyS)YWwiW zTSb;W9%jr@8>7=>lP|X%B>7WG0qOb4%gS7G>NxH9qa`&2oqTdvPtI|=3;P_d!p=>9 ziOdg&g_VUt+8O|~kbxU6ymrq{(>qKw8qdyej-=@Ng+32AX_n!9h{Iz zx?(#yy}3e%%eUalR-!9p9V_kIUTxg=rAA}Vs*%o0tFY`&$kd-ab|kNBG8TFv5FpU~ zp;ZG?3pKT<`50b3Mb5c?>;YH@C=}JKqnlQKd1`q^U>1&r(d|f#wYRI8uSNI|?bKP} zWS^lS;1n3#L@y;u%WM3BDB2(LtD-TA^TqWZwmy9;GAL%uy11zMER(d@W>sb7dhhzj zMj)i)GmA65X6j~)Si};fkiv~6n8}V1Vo-lQ6(1BBb`s`)TL$B2`<%&vQ$uSAbiOau zb>0NM7PrIx42<ORdY8=H*@i^q{INsheM2(D8ku_~^`p^TnhA zt=hcG-_b4>IoFzYKm_3nBm8Nmh}aD|sjUVh4{1PvPm^Qjn@iP75F<&&$1r&?Gs$=_ zJ|}0ZHC2k%-q+!jM~oWHfRr1IXVS4)^b&6y#0kFq>8alQW)zv4){bFEzh)8dhbI9eJyY5x|Z9d zPJv`KHqQ@$3EKYm{oV;5T8sokYyhKfvC@;X{3BuNeX@B%)yuQ4uHJ43x6Z7OV~Q7V(MAiOUO6~i}3 z#1p-}?_+4lzG6v}`=gLql$+yXQD(^J02aZkJj)P0XNj5vCtXf=PYIn3gsJpbL5E&2;ix?cR#4$bi$XL0H{dM)`97U6}}Y2-%d1f z0#Ql;_6uQFdcx=Q^nJ8ov-F9|>J<3u;A3IHdA(`(wo>KBIp|OOxP9{<$H!X|QXK&7 z^h>9<3Uxu1ZAp9|glJGbXE%aTwZ@R;q;YN0gKsxh_JYgyH+}7osJI0?22GHC^U+b? zzqmyx7~V>YEG+@9N}cAxq%f?v=%8G0^IQl#3ac2q84c9D&0HBSiitW4->gFYm-PAM zitojNJ{LhkZ=TVBTvP^5tnjmE0Kru9l{p&Fn<3~X)vMjVp$F`ZbD)G!EKz7Gi_Ai` z4m@^0rj+|qB}9R6&fPHyXO1xz7`LMw-9{q9Ic8Q)^uHL+p?ix#8;^C0c}_=*{GL)C zjls~ZESjkwA876qDdC^5*g(GXx?3*}Ynt%nI20Ek;KI`Wxn zY5Y}_^6YS_*znIY2*AxVPazfEwP1Ze)~54u$tBJN>4dgx$Z_vD-#$Qz4e|pp69O`< zKb-4>=gpV{Sp)L06tkR6_u63GOp$SsG%dd7=o>K!Q`?;FJUoB#Fo0hCHA^!_jNiXc ziXqt$3n7-Sn=~?gV-)Y{gI!HwM$w;7g$~j1H06oV;SMs zxjE+GJ|rRVx!N^WmSkY`oN`G33l7lgzHry*tp!XIa|Ch0rvIq!5tC{eah%=#I4^ZK zD3;OJ!h_bhtjU7-Bs1s8`)gY5ErHs`PzU!UL|LRdqteSOYygCr2s1ElAZD{DC}b%2=*yP!6Vga64QRFUCk=|x z9=6=Yi%sJJJNmxJsaXe(m{Uf0)}vyoHwZ>)dY59gjKLF8+S{w&NZ4x>J>c6kjcpqy z5S}T*40UZY;wR68UL2y5=$!~N*Gl2RB}K_teK0(aG-k01&2AiuU`7!o7t??kR?%h- z5~V)4MEtZ|e}GOs4rUKcx}vqhPzB-VDU_BRTz5T(fiz%S_rOe}fNq#K3VAqT>0AU_ z@WhEMMr|WM1CrxZ)~kW}qCzF3`;d(H#SoYfOvOg5cqams^pNs!t^rj9zGvTj7)h=< zaXe?ec09mU9FZ*%_@bJDP>c29O~yoJs+5bK5mmAozw?Oxl%)e`K@iRaY^YrGk1^YD zqL@|po1{vi$Pi;B+~qGbZn94l;FWUQmM77+&g}V6p1)adzxxZyuA|we2#^$pCG=bH z{O^d(GXH%0#j=)0&K3d@p+ik`A@fW%1yh@67j96;l$J>1N=exIAo)>lEGQ%N9y$a; zgTaHqE%UTErWW@fqZZ~s!PAOtl&1C1JU(Ylh!vBu#$H30;fN?~B`?@EwHqz<1 zy}BnUdpt>K@RT|Ykd1)hR#Xa66@a=ld$M&Hu10{0K6iTqLK3@TbXh?ES6c$lg1B_F4fe zGRLB{qp59F{cPbh@8k*??+7STm$l0#=TNv=%oh-&lJ0Rdo%j;wz_!rZ{Jbfpn?3(^E+CWR{J#ovVT^>^7OPTJ|vLS(;TT13$kP40sSPqE~HN7XEt z1IlTBIJ7>w9d$l{ITyEE!HqMk(aoK7AEvU5EV$!kdc=~=>cYKE^;Ux?nu&CI9RPc0 z5R|Qg*=YL=@5AQvQM{?*`BEs$ zkV1|gBA(OCs{w2qvj=BV!bE2z@U$IhEWct*s6z}|Bgzx!5;~=cVf;P0%DBg}>?@^! z&m_7H{UlK&Ln84)!L3AgUKhMMgLd|^Z67{TO=)kv*Y@9G-3~-Hu->V;qKMw*ir4s+ zmb+^}l!)&JhU(aAGdaObk%gM;?bEdWOxm1lO+xQYm9Zs_xx;r~>e4O7{-H;XQpu70 z;jGv-q9U*{Z|RnO>Gws_GOK;pV;3>3EciOzG(E0%1o+f47ZrCS=AD^=F!gr8QkW&Q zN|VN3JjQB^*g@BQbB5{!pl_>{mPPy3BL3Gc&hMNpL`5{$T@_mN3RV?JwWWWZ?tXj) zA?{zdG*Epw$=tOMsygN-Z6HM5XDY^pU~j(EY$*s%Grv`v^lb~pTts% zC^>WSB<+|GF~)>ch1K3-N@#?`J?ME06@jkVJ95{gkf9CFJGYA1Mb zo(}$MZm3qpON(9d?}|S&X07=WPp~LIl`v7rM``1;xLQA$rZG*WZFP*zod~o3Ft7?G zuI%sP%d+?%Eq9N*z|U6jfcb)}3`3;`j_dHXT&gY-y&kM{wRxJ_U)jgj%RsiZ(X^&gku9P~RuYSQ!`0LxtA za*4rFixGbX`r*hy2d_tzbCqrduV)jZxa_u$uJcrfXD82k6dK5Tmz?6N%% zd#)MPN~3%Jvj74yNG z&%zgYPXZsQZCwd^N>&uBmpkaR8gwh;*g}8w|1`drK7WRN zdDMLsJ=ez+V0Xtt1M58qd+f>s2S!{G=DJh2Sn)u(2u00aR{dU%oE@HDp_w0!ff33v zfrO!hW}q0o!ZuY;^d9Ep-8;uaWe~ywDj`x!vC9`*0-1cmJ+YV+OuNY8e6bOUKGg`t z@udz^ok$EC+iHjc;LUCQiNX4_lmfN!&Okr1kT!-?`(wLF)O)f`@-+d0QwiaEu<(wg zg^dr)x3C^qkbo&<3U6rKmG*F{nqa20>SDxCR{Y%8y9j8zdVa~HAUurRGo3-dV)RJ| zM}h4h)-&d?mQ6%xP`Xu&!b%NzyVf}29#AwoD#&YG)l1(*jl0;VZ*R_GWg}Tel=&V| zWDp0UC~QBAA1=^M32PouYS;6erd8cljP!jKm#*bag}?6{H+}$r8+gbN6<=y zOJv(b_K1IQM^Ny~h z1U#!wQ9#PW2vej0--Y&$_TP&FaqS-AO-yBW=jpGQf%CKt5>v=rq}B?W{e>!h+B}UL z%(5bWBuU|25a})0SC(2D${iXuW@|uj>oP{4aa-mWqP;<12Kp-t8-y?}=D&1fq+*ZGK z_*lPo8!}SK5!I4G&k@sBpq82U6wf|dWUr%f6bp5lJgk(FldW$DC6a|z7Q>vmr@i<2 zva~&dYE8-_dln6;{V293xJ9K<-k_Fh&U+D)VEh)cAW113+r;0rW3%`zN8`O^^-^n z-p+{E1@_sDjPohL3DC01jU#G2ta8}H^>>PX9%Ut&8!C+MCNT)Zx+z(e@8vaTqZBiq zv9)!~S}LHHmfW2`v$b4;!PWH5M@@V=j}MuK)903TMwl^#Sn5*~)cr)GV64ncU8cTf ztcqLX`tc?@bx<~rnej^lyCuFv_ ze{OSMTVdv+@DZj)QZbWCi&Ra5O$RXOvVte#AZGq9JWXy>!cCR_!q^R6e2p7Hujmgg zchqZpaTrl-MW4~NuV?I5{>Y%80AKf8zhYMJhJ=Lj=0UF-u3cffWQt}6hDSv0J;Oz1 z-YAmq;P!cz%S?xrcU5@-DL|RtPNWSota(s5*01V7H6Ea@;Y~OshrO7as7SpeuRvao8FEP#(G$#VCAtD+@+5XBhVq}hq2@7fk@Qd$WTA2?Z|A?wKyEHp z)`5PCICo&Cl4ogzDwMzu`W=%&iqe4@`N*X=Pkg_z2NsLAi2)dusTWauIOGgZs!FPm578BV(G(<6<0|Ru9UASGY2YDZsl3fBIzx0)Uz6@EFDdh^LD=>(g|p zC7`%J0YA+Vcu-vCO41Y$e8`}|WXmZX&+I73~4FHR#D~>KKEvk6y9H(fat-;pXFu+Q+;r!c0)+VM%ao=9!;(onlS*1eX)V zDq-S$e+2Pt zYICY+c*L(B00|PJG`8`6G>l6PyC4y{#rYeqIJm}1&w*>`p8f?Z9erz|f5YF+Mtyq+GjHsA zCvaiLvE5?~Qkt_++&(nrB!q3^9-1k#7c>RJdeBUXp`xZt(fYg7DjEq zmVZaH)HD6aWZ7tAtnj=)i&0W3Hdei-FlD%tZ*u9~=B>oP&avxx=j^0B-flv>zXyMW z?m9_e?L%&NT2sECz@_%?t?vmufTM!0u(%gTt9N)2%{wQH-Bp$*qDaI76nL!ztaKEZ zh|#`iER}uJVgYvw@78>Jj5#fig`Kskh)>t-KWCN#iB9=y>X$pG$fr*9_bq|9fsm~X zNe-rtwnk$y3U2d`W&^y#CfZY#dUf)Ir1$#XlCzGU*U2^%kYx1Ve`VmGS6@IBp8-E- zyI?O%H8Zi{W&(;t8WQiG^0_B~Sg;;gh)1r+h#;l?RYwjgYLS7sjG6bWZLg0jLg7Ho zijHX>Ye)zZeV{9C#V_hBm^m6CLusApIEsCL<=dx`#)Ylnk-H=;!%o&|ZhXwE93f+k zNB?klgTO8g$8^K;r_Mun3XRuwC7H;8XQ4GDCTw8 zVF&)x3_zNRD!Ec4A8#8R1Y{;AER3AZY|eMvr-z?#LWT~oUNfl&_}lH6xT)^EUAVzvYwA+LO;b=Sw7>h@a~$_g!UEzZ=%p%oZOKz48{LI;V96C~>W{967v{cq`nW9mJtGoKhL&fi66Q1O% zhBh^o70A%xgj^w>&@|_s0&c@?cP=Jt@VAcXwxo3rMv0&k>DyRl1;3u-Q^4Y7lv{e@ zE6_JbkJ@1#KY|7JwWSfOz=A^#$=jJ_zj8Ia4~qP?c&xHV^ociIGvVnNjnqqeatPK5 z6bl>Xwjj$6T;4J)414r!fxwM?^kh>-4vvmsR&m91BKjFESh+xT`|B{%h|iG^=w?CN zb|k024XEbLz&5X|{cB-vc*VCxE5ke!2z;EOsqDm5s#&Hy2bFJ3k-ZE58*Tb01im;* zOdxYo+t)e`@jyZQsMC2OD2o8t#xYwlpAo);-r8AJ#A8qtNc3vU;EK%35fz7Nh7Z!f zB2C&+Vn{$I498hGv}kp?-|Xl$R?Br68^VzYk|GLq_B^DmT@!T(3Jn?=d{G1^_}C2$ z`tAkag+8u&3q*i%jxdC2)~JmYT*%&!IOt;qYGuNR=wV-pXbx`tZjDCK?PnRTnbBq| z|CRx~0G#DrQu8~??M7Stbst-*siTJA=1zoLyF(L<%B~wT;&!UFw)R3W9FY3XLf6TJ z^iiI0wnsQ59soKHn5PoBc5bsza`qxo!An=oOg#+Eo}f?~zBM*{<%N~@^vBF_?Z7*>$oEKhUq_7$j2cSuthm=7T9E@E#Z zr^@Sm3=;iN0Y&fRr80roT2Yy0`A)CV&sg|`U`cfG20GhA&(DGD`izJut)*W_sY4dw z5xVF}b`HaZq@PCtjkTdwW;`-a%L1TPG4Oc2CcXrUN*qqq?-Ql$cFcY%uvjzEdkzif z_OhJr#LF($0+{RlYafCMND)6c+Lt31s>DFmwwfur>k^>z8ahqwQOa%Vr6h#W;X*u^ zYPKgD%PRLxUs>zn-x-66(PG6C5@xEJE~L51Oyl_nws`5;@M1eOC^tUCjuEBXqGPRt z0n8mJ221jYt6m1MTR(#~ya0vcUX%VWPv-1y4@1?b?;F62&hT@v7~+OfP?~^4s6iVd z`yJ|6lw!ip7V>EB0$x_DuULw(z-OJLFyxBwg!;2GPDW13Zp)I&=6wE^+OboTuS#`K z0;*w7uO@2U{T{!;PY_BQ6gjhHII@c%2vE~~ybhVhl5SI()=W>py!H7OK%-xD==IwC ze&Uf2`2MeA%}O|pagVn)E8L5xePD+R(K95zskH?1cVK#eD2Cy^Nd>(yeE{QFGi(kp zAbM4&zH{`^8d&z{NNz%;g5@$(X*=Gr;K!m&@PS5q7b-%v2CA|5tAj<>fa?jz-Ziz; zcD1`2uG0+BrMsG|R^AAk484K@Lr8Uv#F*1#MeDF;h`>zpgG>a9aCC&RLvWE%yVm<+ z)`qZ;ZkK7{&@dMV1ImGi_a02!9i~Y9p_)SJc(kL5wb`36eH?k5A{VHI+S1z{!^=1k z$akl~;u|88VPvccj7p6Od;Km*IN`x!T&L5N6okPaUdI@p-$ObS8P`9cv9Z7eq)|g* z4ivH!lM=W()FLe10(IV^qFR&8+4wqqjS;YfDm*8rF=5*Lvz1XcwA6H1T02e^grqez zd|VCw4iuh$tk3neiQp1*QD1Ur>+&T@DnM>)r;pAOROTQ$Gs z7o!*69h1E&B%C{}2yvkd_F6?P-{^IE>PhZ3jJ#TPxHA08h}Kx!>5CRQkYyk&dajr0gL zKlpOTPaBKq=>5iH3Iqg>L%r7x=6Pk0-QOiBNw&9$o^U{$5D)UVSi@=4iK$T`WGr>U z(TgWV@{P9<4s0>!0p%8zj z6fDQBG!m}ssQkZNy%UqBJ*!>NS?%ynCdpkUdu*KQ8l*_Z1WjuavN(NeQh(x|L*qfn z_9ZYO5U*;ZEbWmsqCUp!U7CBQ!K)944!+U`@szd$G~d1hn9xq@W!I&?;dt3B>4S;V zw#nW{E!Jq*?ry$cEL;d3JfH&*0?aU$-|yYOumz{mwuV*hy%h zm~p8u&Mtmn(X#l2AEtGi%}4Y&uyJQ1<`A%O-xlqKKla{ZKpM-h;G9kR58Gw$Ygeo_ zlYjt+z&M?i+^!^(sLoeIv)Hu*@4Q8rAds+zAk|Uo;YToI7cI7vwB=ElEXvL-W=mjw z_q!xmx49DONm@-?+t~JOB7j2TU(`i~lr{#C<^Rs{snh<# zWh`4tPy?AgsQrUOU0~jwtfOhH?pVe%bHaadoLALl2D#b4PH2l z@N_p`8hDK3n&epk5YbgmHzbHF-+@p9{5id9gPaJJ;xh!l9es;(uLDg6+HjjwrGpHD zTJ}qVGv4Z@w*<@7a>toVtf*HO1@pm&tJA*7q%Ib2{yTBg3$}(IS~7Xan~*I5IS@F9 zq^*DtcD1d$O>eOjGzo!eO%96fEf?>X4IV^lOlS}Wzs@kmxH_FP-g;k3cl0(NO(lzrFprhQqTc8OgK;XWWWF9Y=3S?7>9fvc3>W$V!bK=(`8Lu& z<#7LI<82>@UAUydRgw$6FS1aTa1(ouX9_CK;!W>;`}A-ZDFHTx+AoRbG_C}1!HX+? zDGn^>;(T0Uz&tw4r;BJE!I1PfpAGpI!CvgWqkR_Ff!*!t#xArBRoFj%ts}z=d#W|@cO$%l|q~%R8j;7b!?ytMT)6?aOvAkVqG%# z{+-kp>mCtn$5{CWl|m!ZPULUN7s3*R2&k@`hH8SupV0dxlPi~H^c>#Glm_2IKVNRQ zS#<`3mdnnwVa8_N*_8V5g)7OouFLesd$$E(9(~70$OA?xCsLcdYachz@xGAZd5LAm z2JK10zfdO3MKOyG;r&Rf=Tp|Eyd-C-qR|CL=Ebs8uAMxWH=WiQ8sbz;VaP5*7?|$t z|N7HiQ%$yWe^f4W^NQp3GmHbwjN76vn1#X-`qC?_R>O_4y$%4H0wQfle;AhH_=#LM zBv7BN+P$VFBUDp`SRFdGf%a~1m@l%Qj?%*hEo+?KG`V}*s7CWaua{&>b22s$arI4R zqqH2u%V#glm@1 zX{2ynI2hoOvdvM)0w~Xf98WCtd=YiMfKu&9A-!VWHId|??l>WZBv;%33>yd{<>X4c zz`qTJJlh&k->&E8E4G3*cN&PgJTY19;Db^xn80&C#8Km@bAr#CwK`Bc`wN&PqVss) zgTanomasZk%yc~VrGG#;@Ihm_GI_4S%Oo<+9OP_1qBSM#@($(O%`8VdYBT86(2nxi z&!g8Fg#Y(;osDq}-iJXnq zp`LCk1q2Yj3VshhFT2`$z}k@8qq@jZlb^%aZfJu?`6NuRaVw(v2$r)rcAVLd)UFkB zQSJWBMwBl(L3LgE%v<9Rw>4cCk`2X-e;jQ$)Z1(GOZ92!RQ_}(LNqkJ^{J@*aRT z86V-z;0Ix8sqgH~fEq^m&H(1`IPtdD5>;Y|L)p9OhMijPnlkO34^5-2-E&a_w64)7N(hmN|DDKPFCf|8th*8rj zMz+%}8p@x@l9=PJ^u`|~C*vG~`{IiVQHApCy?zn$Ds<@NLKN8pI!G4V_6gMBXU#uj zX{??js&bTCsfqzvE-D94_%a)p&1g8Pe!8x0*4w&YQn;KxX89&!kRbIUYC1T|Ap?#@ zw5K6M0Iy@^<_H?#w|6!M&sG8c`#MrW-@G7a4?sVM2h2x)4Yq6?6i;wDG$D<7npw;A zaU%|0cc}Uzn5C{}FjqZRA>1Q~Gwdnh7mPe-0+NuqmDKG>0Zs#k1G$ZLeHw-D1-q$U zfqnZQRZoY9@ww72d}vHUpq1Um<3(SOZDTHG^7B@ELl*;1j~~P4?Ufc@HJA{4KR|&3 zCR=(ynPlF-smZnIvEi6i6ca-f%6ob}Wnr|w74SMX> zH1VZ7N{cx&866`DlNC#W`#3?mR4WCAp zItj(;6Lr|A6$%jz1TMfNdE)WmflIL?qsmB`+1r5Fl7{Z!vykfaDHdo6zh&R}Sz^4X z5SN^jhKvF(Pc7esaWR&aS#W{jD7N2#d+}D4BXV2VikGjA=Kj^W`zG>cQ)HeO>myf4 zf3kUILcp}dTkoJza0p>UK1B>VlWSMmK@c+S28+1XDcFKbI^GdMGNo7{+af!cGc!VZ zqUha6FleDX+F|P4_5IkhfIW%4Hau$3$G>7fxJhSsO6_yZa(-L@dFWeC*nEvmj=g4wibs6JbAJ1ARMVz)lKcxXf|Qf4U6G52^m* zv}o=_M`>Nq?kk|@caU6YD_DtYy?DRcznE3W0gJb`IsNxgpSiLdikfAqATOkCU4;^d zA%%@ZdX1~aKCY#^8IBl5P5S?7e6v%KOqEd&j04@(Y83(k=J%;FC&u0y=EwY*t><$x zfJ{gB26?m*LRnYxERF%)|6@sD57p-8b{OOu)a4tWat#+E0zI9)wz0={m*aPv@aDD@ z9%yC3iqr+I4s*Sg&~AIk0Gj8)83d2J#7(+>nL@9~K+%uu%0b%r8Xt)U+DqCMY#_A< z@dd_ns+~hc%i495N>85Xy~c=Y)jirH&vy$VTrep%EG_<Id24;pt7A%ob4)nf ziH5PJP^V;TODh=ZVnS(263Aw}s+83rIhWD*%OATFG=h-7u4A%O*op`>s;NdF)!AdS zGvk7Gzj${)Fte3OW)Fq~Jron81H5OlW}KbZ0CuTqJNoLxWLxEqgtqbQqUz8UO?;$_hDIn?K`-f>2oL;49+J-@i=HbC_i6Yh6*Xrf)w3 zZy*eqMr`Ky6<_EX-D!N;wT$m69-G;DcTR&VuXS3hqb72)A&Pnru;y-x1)(z#m_Dw_ zBr&Kw`;h@)?eG@Iz88jPqZ2wIFgA7MLY@v%J`2yy6PduR06ua#zTI3x%{Ck0 zVk(=p00KUQ)@py&u7X2}Y%K^6iV7f`2x3KPZc_?;Pj-YF7vWh~aWyIK>Cpghl=1?w z@(K^l4(Rn}32l?YC_IZ21R}R#DOORVZMdp*f48;Ug2tmv1=MgRh7e>#(cOHi0@04- zW0gQm&3K!4B-2&Me>l35?t;j05T_d|)IDM>D$ODbt{}_gaj@O?1x-^v*mEVP+-jYV z!0kX!ctCW^)i%b3_GG3Tot%x5s38F|p1%UIZjTsX2*1Kph2fN5XkagcEuLx+CHqau=EuVA*J zM%?H|A)eP{rgLTq62xWpX+)2r57IP=URdrdqpkU06jQQ_)j!PYTMU3@u%%|DCqaJ4A0do`)!$T^$a6x?xHyG{8s)msL3wtMhZ$pL1OTZ3UA*t!m zclcEXod6!_=ffTu@npM;S+!!D6j zy1hRZKfO=G?~GGbt{6}kYC|+}>q%snKw4!fjzSjX!!dQ&8`g$Re8Mr9&F$o^&~2uc z@r}~-?&@zwy$v!}%=N`EkMj{L0f#-)LmPxoL4hNdx7c7k8wx+D-SpEV9y8 zV*djE59}HxULJ@vqLQ*rYRpAilP>fI`R=^vln4b$Kh%g8*~IYn7YqFbp8i=Bi-jL` zi~e}5e!pXl_k1Dc(&QwT*YerwfS3Ve_2%BD@x!TEkw?kB1<*TRbF-vkb5%461U z$YTU5EP7J%gq#?G)rpD;Ff%vR)`I)?ouZP{i1>1#$E)I>bt6KIa?1U)Aaepa6XhPOBK@|}Yv&)-L zP@|BZr&+mMxL;GrEBEM75ATH8KEiylBOc}s>6C%DH0dr@(&p!cwN;HIm1v1yobpQy z6ZrR9|4C^SuxkKV4FgeK2U5!v{V)CHZ(QRKGSo!fp{J{k4!^yM<;p9BGsI+yA zDSRHp&a?n47}&tdx)tgkfdG9>#P=)_-5yRP zlv%?$3W3P4l30O=a<+{LWQn>{e@kIiP8gH2s0}Z=aG>PO=NGnhk+O218bhA@aq{&V zuCe*N0SY`|fQ7>#s)3XCv8NJ&f)?VwTgAucpk~t znHq@70Rr6RO(Q-i1#A_u5Ws+k$`bLvuWOQ2+F$VNO7f)?0f?leoO)?4Iik zY$h0=b|s#tPo__h z>5p1mEtRwb)v^%8Qa}6=DlY~Fb3ni<9Z`UFIY;*~yFSFJABPK5Nx-)Oh@|o3-E$(FN z4Vzm>2rTb$lRks|rOKaXT`B1}NY1*V`mAB=B{NKtob zKD&74f!uHf$VWsg@7HZ_Nk*&H zb6w0m3LICB+vR+ea$^DLNSQ@VNLHdVdu`>=kKc7gT<$i$s2Jl{f(}*~{&62R#hvStE(iF>ewCVliSnk9 z^FGto?tHqw@<^UY^ty+k7}*J|eB5QKjh{z6tGEYF6M&x`X&nUO0vDePM#Rb{@GOGp z)RDY<>K~v1T_?|8ob0ds6`vLfr1VCdlHh|bXS@Lmv+QXBWlm=OD3j1^eGMG~K?l-m zma@1NSvUsldNm zWRcWLC5&cH7~Q>l>{>pGt>B>bBtX-xI7`)fwy;9Yg^6sfaJBD3U#mBbYf`Gc=(g}8qwG}Bn z63NXmnW6SO8Mlgn`t6y2X@Umu)LF6((K!tpfV=#HARZuIb2t}(o7VXT8;i2ohYTwa z-CZ6D_F<^9t_qzPLf-%zD^EihV#A`!WeEt02icT}$wOFU6x5zqm-;Z`s=;Z6WJ%JO zqh?JB#n529Db^`Gr{6xtjH#@hQ@&`rcpTy$(8*3YLo|P5=*XI@!$6|DUM@-r2{)!s41eTo;*hu zxp=&|0wetPScU;!NFnW8pMe|%%t+r=ZBhUe5lN0#6`h1RU&-H?kX zZ|o(++ZzXDsUcv5hSpnXGw(gdMt0AAUlx_aylH!G%t8IgjgH&D;wR@QDpWe^lX+CS zODpWF>J%cELPP!%`$`#v7CMmWqz`C# zIpag5BM_Z?A`Hy@JI+KF@L>z|&@f6qjoT6S1s4~1uF!UW}1-v6U@<6 zX+q2Ez4_I4?7HrZ$HVH#(!Q-XgGUwNLQuUwrr*WeB&sdXQb4!EE|L zsA3d`BGBz%Rzv#?DAvYy?_*woRC_1%jL>oFdfF7${+vluW^l#`L(JU>)#}d92FE8V zHRNZ;Ini8lu~zV841AQSR`dqlJnzN7SZZ~L!7olFuIMzDe#oXOnl*qT*GFb-P9;*+ z^cEM&yo0>QHkH~w#a>;H{?jlg8mj^vxc;6{71$p&W{B~6`dpAikp9Gqh$QS{?Hvk>-hhwhT#=$NO5(P5GIALuFNp2;7%8Ql^0>Q zFEc<)nk0agLU$6ME%-t(zamL704W7`NM@~?7D(6ImP3;DpoK3@G&<|%y77zojT#)afAveBUJeLg;KHLy*TC}m#q(NcdB?kzHh9tS%e zFw2(C(lIUm-wW}*ffqhsm|TIH!o}NK7kY9tTn}y1padb*qHfo|RIie-PEN;AaUNiZ z+-h_ObzOdwpq}i>R=%<=k##0oa$B5{%cEk4AWwCkb@9A$dnyuJL}FPOkAAN1$r?|`g}I7Ru=R!>a#JHs<_G3}=jra?Q4g>; zpiP)hB$T{psEkSpJXjKydbJJmeHNGxl9_bhyKSn+lrh}okC|;z-64cHj6M+Ab)5ni zPF`-L?5G?jPCe@1wX6Mp+y z!O2ZXzES#|tF%&YZ4QIwSzfWSvVuuV`;-VeLMgY1i&^LLBFb%AOH%H+(BCwg))9qh z4Cyi6q1%uSWcjApnn2)nuhX9`x_#awHCVycpM%?Ei~fjBqkNx;46$)5h3|DcP-dB2 zDK)=B2ic}VhU?cclNqB1qX%^-M_JLzu)cbN&Q@|(#L*Hyeh-BrvU#;9Mso>1Z|~%8BOeL}eb5$YSU9gj4p>s50n1F#ohKk}p zTv6VLqkw9Yms@0vCc#zOD5B==hI-Pi@z#;4XrdL@CLmyct2PN^;L#D|1qBgNHoz`y zJ4$3-jAvCo41a1kHX=X?DH0mE*ZK%tFP)tR_8_gBK@3*CzLr^A^jv=3L!&^5)4ljY z>~eyuWJ)Ft2ov)R%wpuYc_?BYnbX*GoLC0Sm>R8}LQoKa4i1@}_LpA;2??Sn7yp?CV2K#5K(cfP{oWZT4BrGSC_2nZE35ic6L1Ik&f}BjDTK@k zRH57?=IVR~vd7b6M7|&<$5<#cT)N z5;0EcQU9S06Y}rn1pAz(&}UM*plnd?>eV=n9-S(UqT3ZTpp@zrV?2T4aS>!eneSI# z4Y(<`v%r4?v!0yFBjTZ`B?)^XIKRGm^XIn^2&oBW>P<*o5(bPO6sNMiV>j_o2>tJi z(ID`E9&g4Dyq$!m-FP?>Mf-#99k4+bsG+e!ac#ZKV)?g#vOF>xUCt_OF-&f&JRTNr zGu*~0ut0PVt80Ym5eNU7h=83Y4qT^Y;DnjF!POdT%L&sl0?qy&NWMk6*83@qU--Q7 zMN`H|MRFA~EMRxgUjk!&R?;s(0u~=*RswK8tms@wodghBX_lpU%iofr4@VxF2QyQA z4EtulTq?ri{9u$%Y^on|zyk>-<4_62#t>2m4g&tu(9<+~S zResg0hrth<+DAiV!Vl(}SRd~1g@df-Oi$)G=pvt!Sm`7fz%Qp72bJC(8%xC;ssL74 zbwg7w?bL~ih@9v1MW(D=4PVms-gkX-SsFJc&Ikv=F^g7uRN`APu->eIKc; z$7P9XMuA1}Ur_wYnI1*smEwfmuHNRYUav9X<tLQi&oKDmLO~jZ_7$$nYNs&fS>dEUzQ?~jm>b7XRVw>)*oH#s6pE)Qzh4g ztJ7t|@!Y4KVW4bZef==_DH^iMbSzoaP=v2UJ<9LfAbZz@Zvjn1$8r`$p*x-c($xg=#4!G7klPScd!SUMX2pzgY5%Y! z{}D0}8qz4-`vQCblw{p6xN2hB#!L`tpz2(HJ428XtBYD-Qpd`Y#e`7w;x0ZZ_yTiU z%OrgG?2Ijd4%iGqbXn(ejlbfv2{FFJE#dznx*KRlt4sz@1LQ|VmmYg$V2@huE|A>Z z3tS%m`_mX#FlrT5@;4&YNQwf& z6BW|EyMUHv9jl4P8`g{#qgf6u+)u$xhNfZ1sP`*|4Ec)R3e^)iAw@aNkGsW(e^$go zL}ArzxpUfBa&8qg=>p~evbuqS+fmfxJZ1^1xV(CGDHD~N@{~3N(N=v?d5X+i`=T76 z%NHGAgPI6eh2y8z=aiPpTG|(rys8Gbuy%#gA!-19zTAA7F@f3=2;Is!tf;XXZ*u$fSwO>(bJ!T;X3w2J~2 zW$$hF=sq{11l#B;Wbl@JPd9018`(8{a@+arxVKokamPt)sl`>@i;t&|BT8$X z!f#l#_OUaC$C-T)p= zLkU=>rqC16y7jPDayihc+0MU6Nmli}YEHM(f=aXHKh5xG8KAN74TmZ0AtU=Z0lXff zI;VnxbM?#PH@`)gy@@*wzrzjizUdN(67_IinQZ(SS^4@}(@1(asSa=^PyFS{(tH1h zQ*+yuWAdN1O%;Sk@hMfJ>z*M4lCzp6n-r$9P5<@@Lg+^ zB0iL7hGCv~Y0@1ek(2B;|2Lw43x?Z8xgUhA)!7!Os1^0EK_IZoDD+!$K=~Hw%hI$0 ztiOAX`2q;7>z7M%q&?9Ju_8+*>Sndesrv%(Km+`Ew&hQXF@YC1d>rAlz-hHwa-U-G zYK(f6$cnyAV0H9^4~-NN<&Hy(olBFBBE-iuH-d4{Qc1mOpR0vUv1Z$_uv$XgC@N_m z&jC83yo=^p$|D(Hz=Wi!#XhnIHG`Es~IE14Hnmbq$Sz?4D5QE@9=txN_M!=%S)R z9^;=;xZu;A(sCvzV;^e`y|H;LncSbLFY1JUhaR#>A{DpQGfV1N0Fbv+y|(Rock>p< zR(THHHl?En(V5&FpQ_xvRzNzoL->+Bu@WxK5cA09#(v5VHGSd9zWx17I}g@Q{+XL? zjA%-)w!WI=a_6ruDhxeIvrn`>Jg0A+131mG)t0rM3>dHrh)d2fxvm~u-BZS!G zt6P6%{xL1-GAB45<2BTw0Vc5(K}eJ2xm8oVBhi&;hOKTce^INH=nD&yYBz0M#R=C%FD)~ z(i>gho>bQV&|c6i>4HB~-h9hU8&?@Ny|0fHw^i8;ig(M(tSji?tT>swA+W53!G0ex zL<$0;+znD%P)K`$N9+TS$9F?si$Y{twh>nlTW$5VTZb82TQ0YTp8N}jN897VoJUjr ztM?%TjV;_C-gr;!T|dOYznWn z)CNMKEw{cq8{nm(;Go9%vy9DI#Fpq2ZuH*>xPymXAjH)IUwP9fcbr)lHbT(9uXA~A z&5&PFYLVkCAY127qzAkp-m4Y3+Cp05VU|2wGnd(kz7(z4-zU^l{7oB!c(_a<^A1^% zMB-gv*n&maGO#)~12TvZ$ySmu8%T?G!G@k3{BDjNA2kmlY(?^ZpaH_1!#W3P!TB4= zMD4YoIqef7E}a0mUNoA{MHYOa;8g*yEDJ<-96NZ?6<55-tm(ZiPJ2Jk&;)b|-}7-# zs3JmC;Z5_f=;jYTna{Ts#ySa&wgzJvu$iXHlZK8+N+LK}1|iEqSH)VzM^a^{4FRac zU$b?4BG8T`^^RvS={=fJCA|;{2!867Ev5J!yo4YY{J|ssypw?R{fs?O&fx9YW#w>H zJ9x{FiEjICJkDVen&Zm(urWwQBd+ z%Wi7)aI4J~uIu)zRJ11ht?7R2RPNi5>RHAFT?vx^Gl440k)M+#QDHUy-K(Ex%*<)D zJ;7~xsZ1bZjk186gY#gAE3K~qwDlGlKeb`hR%t^yI!3Gs50Dj5yJ1G3d-I6B3}d`! z5g);j_I&lY3ilUB$qBNC@1*1GIsd~7hZX5)L|e-07(h=VCvA96(=6ocW&6LA%OS0J zVhsGIW6>^jKkj%-W~<~Q*jM1V+S0~bvEp!_9Hl(h{*9vPa|As3VSe`!f?x5v`vceM zGkcctCC(4lu0qL23EyldySer>OUo^`P5wa^m8+2eQ8FlGL~%c&mO%PbfvZH0o6I`1 zzRW8BRW}&YDxBu+?#xce@Z=U9`SUfq`UF|A?19I2{Pfi6!ob{s`OQ@l1q&x=cUN6d z-RIKwVN76Z*g3}cRq(Fe#~5M03It11cgJqP-B=xRSbsDHBFBNdY9%UNtArml0*%`W z_BcF$&ATK|&Rh{#XBMC;glRQRG1cEHGlm)a?Q@iX_39}%vdY=WIP7zyO$P6_!KtBf z{%|YgNdXc4&QP9xxfcLI;;Yb-^+7XxJB+v)v~1zEG`W~j?-))AM#)rEe-fg~7x;4+ zA#gEkAARWV^m+c|N3{%toxluLNPC_1sF_?BHjbP4%hI{tNr+1@Tpefzpu{!XFe9LL zT2bUwvr^Wz9^<8MTFKW-6;x@-vh&x(JPfMOC;shzt3KJwOHQVf5@LC3WD))|`Ynb3 zHUx7MwtB^g4D{l5#{A2&IG??ww16IzFV#UblNxU}UYOC)2S`uTkISpQ)G=!baoz!w zn)%s;|FaPIixJvO*YVte`ss9f4%F(Mc-1T$phsprM_os?3cjprHOzD&e=Td`S2vOy zen5?_qbOQ?hQA=M9rG4_n)Ys3&z3o?Z;xmEV`BQ`0Q4uQBGhOlNiZXr*dR%y_ zq^6M%b^G`v-S!O~*=AKkva%-A@_Uk4&4wWwObeX}yMOtjKH}GhW>j`WNb$^)*oOn{ z;NzEunyC^gc>q<33_$*e5_l*;4|D~JphjFhi{iJrPmYYy7ECVwct{_)`DGI^Hx2ci z;hIxelF1dBilqfIBlfIvv6_c<_S_J4+2OJQxV6`mbW`tUR0UB8bTDAHI?gluXX(B8 zv5k`#`=t>aNISE60!5&)`&xva7gmd2Xagb(*^ajW1%50%)`DLw*uDsx#W?SqnWuDw z%(o$$HaU-r(PmN@aBl}DNSKhprI=Z< z|6pY!RX;1wdmoIWHv*QS4)_2n0^h{u=~~SP5#p@1KHJO<8uf1wQ|r zh~6Jo2+v3uHm`+TTMI9&PM6_+P0{>Av++YnvI5`qc#X|Yp(6C6)gDWdi1J7ZgA8Pm zNOeRo9767^yFRN1K(x_K3gCqH~AGXO}m;^dpQSI zT^8&Y3TY%{hge+F;u7;ZAvN8f_L?HC>VrTs!2qKwZogYrpWd^HNbl~j$kR+Tj%I`BXzD)%mWRfLLc=+?Z#(>4D!eq!C ze69M2ePlVC{w>j*&H@4H`wwsY0)PuB$xdCJE%TmiQaoa9Mx(iYE$luqjARhx+ouqz zWY@_$GWzhe_7<_q7Rh6g|Lop&4^x}zK;RdTbt=-l?)bM!tPB`u(?y<`$YzFSbH~(% z4dS$yI`EL^6ID@?f8%MT)x66~&!sh59-AGNR!RrBpWiv{dzRy2M1yGlH!{Uxf%)|m z2eYg^6EqFrkYrxI!6WJwQ=LN@bP#jdr~3+j5ejao~2ny~t$rT6vRQkvUX>#l5+d z?iwx`(Yp2gn`MqKQO$~u*b;M@Qw;u8d%9iVRX2`5G`loUDq2UvuauGaqcZ9(B2jN3 zAZxn$AbUV3pSpBJ1k)8_!*~VW-V=f0@1VdjQDM8WVjgkRcgjo4OCHs6+o?OksIEL> z`Ft{2IMx|8E#41*3k4h=Ju&Iq3jedG+|LHeqO{(Z)L`>Em(*lw8Cb<_HzJ4B z(U(;&itR*hip^2uo{MX7zS+j9U5N9IvK6aSGN&L1NhJO} zw0ORyJ&rhFO#^EIVd*yo_W)`4Wb#3X=tW?qB}~ktm93Faj1wG$jvsKTAljKcvTlC; zG>|u#p5v_4bhKe7Uni4lwPM5zKD7-)a$6%sSD-V(bjU4aw&0e?SNS`X73L$bBQ(;Q zRBh~gMroCt4N|v$UiMIrb7%h%vRjLt)$&#*3`=l#lWftEVoee6q&j>;DqyyF)38(s z8kK9VLsIfxwEomz{kQOMS| z{h-;>3fqQDx|M{Xx+sVGm}a@=0{d!iuxe`HW;XdM33R3l4Z#O2I~6h%;}qZg%+zWr zxUre9kLb+Oii7%?rPNA2F+FtR1bmSwiBsQ=U})J0JI*!MR(9(X3hCGkQq2`+GS9rs z(rEMDgRD~8x3r!$x};mcRk*O)BG}Qkv;n$R!-itPx#=6#cDHl@v@+Pa;(2M!fWZ$>B2Rbyw`c5`zQh>rxj-&R-xA8i4xFb_>_vWVC-%^#${IA9j5 zX{P#OEUelMD|F7Oa8QH|ph20H`R{mFi+MH)r>2@2l&2?CWfhMV7{Ue&KTu~f#2Z!3 z$LM_<5$hWGDPf+Rzo6PZJq&k0jwTri==LaqQlr<~5K|v4I=gM%Fle=>(OU6c``O7X z(}E)oB*tQX5r@inIHAzj(=XLblNE7dh06NFGoD&<;M%6_-{t&PFAl7MgZjE@mrMuW zj1+i$dfl4-18Sr862sW8 z>r4s;kJIx!dGa|xfE6epu0Wq6Dk(A~kSYH{XSIx$Xj;0S#+mSYyN_A%5niJ<@Y+#i z0XP+Rws#sO{+n19lGv|+?LGz4<5=v}Z!dJg)zDAx+XTYHDvY5UVC(rfzqrH8wY`_4 ztAGkmLHuHC-X_poWOM>nYpl2Y#&zZIlic2OMnzw6MKBo6l&<^{q}#Nk0h1yBEgKeD zE}Z6D%M)o)Y!gNRJQUSdB1nQlT!7XQGt4&>m z1nx^=F+Qn9{Cr0eY;xtc)66Sg5Tm7UOnfK_kc` zfG&Jx5=PaI(~#l5!{O_tHiEw4E4<$u@N*9tDR_+pQhe0u_ZxgGu6*-*=iq$+{psfi zsw*FX7lD4AEr_ph+gK6cV~gYXtKpdS$RrC!TiJO83-W;f!~1WX-n{1FO$!_xAp>rw zW-aMUiDbPbD)Ow0+&9-~j%;8v+;nM@_nfkS{s1rUK9HabGmn;iY~cJ^doWJ-mjx7;V#_*54@I7D*{J8S5&xnC#uw_4iQ_n zHjYM6ZzNt_%&a_}CX_b}zOIcvDCK@CLV@x&FchANJ!SzlPsQccSho8Relxc|>>%~y zM0Q(ju$Ac)Y`p30X3~3H0k;$Arcr7^ePOnsL#H;J&x-pc+hO=3=SReX0UDrtuAr_+(F>+l7+FluQ*_oAUSk zE@Pmx;^HvtFDF zA0C`|;QvlXkGB@4y><;;%Lk%xuOp1k;CkSCwXYzUcZ_{v3NpzRe!or$6_mRiYEhKm zRk$iqaixc}UZ}rWNKq>G+dQt@d;H&O%?zWA--Y7gn;LchN8g9;@{Pcrxf+Gp8QzWo zh)3 zbk~(F+s{UP1%x`LU0Rzj*icPr8}JyIgdbTZD4fC1bl#S!6IyfVZg>&mLpWiRZ%E?V zYZ8GC;Tg2xEL&Eck*0t~!J10S+G<8y3U|^*-1<6m_YtFZNVsRt3Pdv^R*^*Y*%IEE z=?$>x%}XYO`WL`g{p{v%(Y&?hN$*O&sAFaNFH{!CM|i0`b5Mr*K+%1%)r$)}dxYVe zFth}yDh;|0)|4iFGuVIkJ)tr2sNFAaaU+Tj#{1pDc7WDxnkiv>M|z%KLI(5+w9xje znF~?1f$w?qHv`w}gK2hM6GSdFZLoSBZ?iAzUB-_?-k35SpvXAU%Hm#QVj_Px)l1;T zG{o#g79e9WDOW>>x%vR}n2u1iXEb9B_SVSHzkNKmpWbf2^g$RM7#v;Tx5b7#SekYn zgc!jTr4;p~Yf+I@VUAeYMwIe|NnJfM_b7hkfGr8KqRC%O=Q1xS)jaQayv()Kx&!Y= zOd&bl)}oI)3h8Mtf@nss`Q2kC!*9bh((9bMuF)CO;&&#!A%LZ+6nF$|kD56B_wiLD zO=Z^Z;WcASi@#U8*`x219le-0AQ$)2`c)?ZYEd7*J`R^`i{WPk5uuw=X60&BjPP+^TeQdq(^ntP%aVj_x-J+!@ zu!(Kv`HEP5&15h zt}=0~oZeu^+X3$1_wo6Rh$d-xU|U(ro~<^=HlpZ6xpufXj7i<)+u;v0Pw1T#j*?}# zzYXHWpk1m-H!oZj+v@;nFD`Ad1tA1U1VR?TalC#kbDdgoavslV%koA>8FAw1uI`gI_pn+NTfc;+LAqjudaW}lZv>3%ci5+uo{6acw25tOs(#G{ z!mHO+4m@@Jz+Hd&;$cS&$6X2r(|uo1ZE9skcE})>q^8T47eI~k>i?(;H8HY3){oXt zT5~Q_67!Neph^>lg!`AsMwIo*<`m%}a zTTb);e0JXr05SMe>(W%J@jnwNuR=RX`{pt&jM#Hwy6uPXnEWd}6Mr0%A5r>(?AaVd zSvY~@IfLM;h^qBDkveEd0ti*K6x%?P^e5oN_KMe9$%^_di!iDdgOXOB1dhhfBB5d! zY^MvZDir{lAz-5~{8PzYpI&*tuQX)KR#IqNxf3!u5NT*boFs?2{bM;v+L;<|Y*l^E z;LrAMPr=!1q_aDgt46d}yWy6x$;Jp#kdcADN&STenJ@NvJMhP(f zg^VxMr?eb>nu5_6>?zj(z$)@_lAY~}ocW{B1FFg_ruE1D1`|_6l!wlW(0c<3y}$l> zBv2#)ae#%Irkec|G+P9JY)j^x1kw{^t4F|!(50VQ^cc?u{{^ms9?!5uf)Hp>dOMq% zzz%Dyhb;a`SEb$#O|n>%_mgm{125=LdC1ktC_zqXh0PKUoYxGU7eN*n)v4>m_N(cE zX}uLg5BVLBQkH8X?qhW+vr4P1qpX9%FD3p)kbtGM@Q`Bk{G*+*?{RysUQ+;c(A*LFEg>cg zVTh8rrK)eG8YKEzUX&ACC{RjPoL|;%)(@$T1qMiuO7#!}uC6Pj-YlTyJ$6cw=?xCe zDS^ei&B=!gxxSGC%5FAwHyw*A?Eou zm|=QtRUJYre)FR@ydYej+PYPz-7fTnJ}pSda}@XEQ@C$zf)8{GJ$Q24xDeOO8ibo5 zr7gs6O~lH`It2}0YhKz|l3V*xYbw2H3sIANm-;A5T04Ca8n=SHjTl1}mgS4oWI$af zgH~q-2OqK+{juVRnI#-{#EH6_hKtZU&V*~HH%NV>T*$%*76D?o>+Tuw-UApDZst@+ z6UQB!`(|rpu*Hmql}$je1eB6PyX*S@r&OpSA`m4!*oJhw(P!HyM<3c(;jfT70IB?x z5U8QPb+iW*EFH0z1;n&ow1v3r7H4x`Aa6w%UQ{2YqQzpG4^qrNTqDxu1RtasOPDZR z=8y+hUbiI`5^LEV$oH?@>By% zUcNqNzECc$UYmJFI)g~?oM9AyY^|O+9IgRwNvZZjYDtMl^u9+Oquld!mR{@W&%W&? zd$RoSQM?|H>MJYE+HzDzp-4lx3W=D`!kRJ|n&x*!RJ@&uG7Cu@)0}k`op290*W@;? z6p&p|jbH5TT67wJl;Z&Tf5H;#@?dLz_az(@j#fYDktVwx{ltM$r4XeE2yQo`^G6bf?J(lJTGV$dDE`~ zE8P{ZtBt#-+BVXlr6VpH(`50vwq&)E2G-2fik8nclH?Dc02#@ACx3VC%`;Z z-64VPgSb7&GN+$@13Y7gs;C8dh^)ez)4@V@^&Q7AOW=H^B)rdyhEVJoCE)qo01w23 zH9r9pNOU6=apUlrg7pQ@LQGVQtFf+qe`BcWVGNc+A2_%4?dcig4ng`(}TsWc+Mqy}vk; z+?o9;kq?Hlag+IKTZ0e!<->*sK%2!j(Qsi}s%G!tyL$U&Lq=3}E#8B4FN+mX;l3}a zD7^oU3^o0m_1Tf5`Nj*G6>xJkwGW{K%-|l02gKk^!>JOvsi!5?u>0WEP`WeVqR?H@ z3;sw81gcw_K^^s>|ECatZ!_~_L`ifm#&{n}h7W&rXwBI))wyQ^b{%Up?F``4vTYjC zMLRjfFRx5dGR)xSR7GxtOX)2j`&W&J0@yfvfBIr{LnnTP!N`2`MdTJJpBtn=LGD|x zDxN<}!QZ;Ix7^3vKhp(7Z5wYHxCK1(lh`>s#9oQ}|D(bzHEKzL7P6+lF5^36Oe2kb zb==}VxTC`Fn7mBU``@_JrTP233b{Lh#E&QpkHL%zC)2P8T>$U~2nC_DG_(8O%5A(|+^Q z^4#V5a6Y-49;&hPbIH4)Xb``)hLzE2TYPRi=({w~+%!9dxi_do+dWvtNOYedHL((4 zTb0Z{4fzD)fTOYVD1nJk6dE)Y+Y#WTP-*pu;)(VJ_6jj@-DbP{T9O#fjw>Ru`4yZj zHo{{eU=&%s4}~Q>i}=t6owV2?L>$~EP9B?YbbxJhroNl6cOXLhYY{_vObb-BZyW~Z z-4Z<9%A&j2xpo7j6n|U6Yne_ATorLjqWUQ+*YZiBcHh(y^XDJ z9=l0p;{08rldb43$Ey;_RC?ZqDOIHPTBb%#h1o>V_?^2UHF2Fvh1a#@Ub%}H_J2>Gmrz`~;9U}aFAZ5r4a=NX(r6Iy*X76gp+FdF~gEPq%K#VEBe{Qy{j_W%hj4{z8N912H|0lMk-m3%?%$?P>)^N$+WJg;jnJXd;>D-`ADjGS|ph&dt1va z0K?G@36*AmBGfy<{fpboBOFW?>{|4fl5_G4N2Rx@@qtq5HU2%PX0g#1BU>B{1<=Ia zOFEEEq)V%y#FHP%Q>1EPdC_BIsznwTa3RA;E!2o?dg1yHRSwZ8HdlsTuf6CK_rNU^ z2Uk(4MBBq1d1^`gcwNA*N4*DK4d14t%|AD!O_%xG%i}q{g<>SnNZnoL$PT}4QFE$V z@`8-}GsyJg3uxXFEK6{mNBte)-G%M1+uOsfRTc({a_yo1L{Bx#*otWj{(D^T$Lb~Cpr22_vD)MtD=3LSWL;+`U)LgfKIrvhjijF0q~Gsp@1?<%C(4lISV> z$J8HRy>qbSoa0+v$6@Y3bwe-8I!_G6&S0;nMc4RN%k~ypO+dhUmwg=&E0VxrLhGXD zKGaeuY^nG!s|84FG&DL26SHZGn=KtQ==aeG`=qLiT&qJ!P)X-KkDzr#T|5G`MwpuzYFer}#$3^Kw| zegA+AP{7A_A5Op?ppPRak1!vyVV}tbg$$CXlL$`ZH6df6&xkAFi9jxk-x$ntOF#^G z`%CL+P`XL|r{T%uMAD{@DKJF-)^q;}jm$UFVMCqR)B-Dj#rB*iB;?Z6T9`^52z8x3 zj~`RMauD7n3(Dw53IT2@k=DSP9v(b8HII7ElN8RXGbZ4HXxLxb7p3pv*-oC=6pQ28-v{f{cLJlsixYb$`pFb08mg*8D5Z(I$<8 z^fY&S845Tv^TR^v91R<7e~OJ~Qx(*bogB}l)w!fw+ZE!J>(#0@>RE?vMOH1<@rqmB zQ~%FVK3Z7v@$Xu`iVu&Hcw1TmX#X-D3;4BHpvxh)KnM^lD#d81s)l`Aw~6_9xt$zK zzrYs&a#mS3G59gNB*7t&S}ui6QrJfT;BMyje-co-IGg-KIdb0MBxY-*7AbA?osk+I7eUY5=3ukQ0ZUV5KTbw=qEjEEkjA{Xe7V_Gb$M|*U5r|N}t++k#A ztZUA!-1HR+hq8lwwsyHT0YZk0!R$FoTd3 zPS*w}?^mX*;Z|0wa3Tf@(W-mi45)!46D*jST7<*neV3@ojG0m z{UN!XV)Z#xSO8jF<6>kv( z2tI0LhY_?&s}kf4O3qD-L|4y*RNX9)-T*-BUww<5PLGFej%>G=xr%v{;nX^?pie2H zbm}SE2WVV0u>T$X+$0@Np;U(M zBWW^i8R{bnt>LwzN*E-zR|^z5!pY=;X`%&-I^$Ifz|=wU;vPF4bAimH4exV<+8LJ+ zczO|xF1X@fA8CN#KiGnFS_BZ+!36C~xhYD&Y*1CX5gVV)Lt&)vI}LyMYGw}$(e4&F z!$w#dhZG1-59^!+$A?yEhtvyc=QXN;J{0y2*1tP^U+VgfS(|Fb2NR9l{$ZIj6-Q@( zMAPs*s4dgT+dWN?Vm4Msw^qG#VX(!Q5w{M}^Y%fXMh4Lbo?ya+4s00_+FbM1vz`rP z8MY$RzO((AyY*tNqRP z0D%_$$T5V%p>umf$>Nd!)G>81E*m~>$|rTS^rd>RC>EKKofUOE4mHUORm@^>`niMB zHnQ(SvL-P$p<1e|dGi0j^D*m=hVH_Htn4Yy^FZ{9=u?bSo^>;ga!7}-+~BeUq<3_M z_*t0ns~<$$aBB9ZGFs59XyouK2I;3-!zjzJ#DLm$b%yO%)idyXeM?Vu>RG%QMyJ$Q zv)1^bsv0c*!<>?0^1!?7omeC>n>^2<2vP%@XlFzV`cN?8oRxL(v2Gj%c z7g5p5%wMqb=4X+%(KM`3vYSl=miS#j(~4hy!qUqnY0eU+?X&R2)38Viaz+i>+i36; zduI><2}qv0YIg1As?z2wpA`IAEH_w83#-)V`h(kLI3SFK3F>ZFNf#x`jyAZ@k)!+S z)_OiK>=e)R26MO^3^L^hq)T-lYNb6*xcazM^OKDmpJ3D+L4T8MV>Z7bi|p%7l@^n{i0V#tr)X?iAU9y zSK3wlv4fvmbpWn9Yt1ZiW)6nK;ix$j(50$!~mggzYEUd z4e?FD4?WhN`crY-!WBBv;Eth4~aaLmC8i% zT=gyV7K>MaLYFdvMF-CLcSH9tlKnV){5|tI(`-f!2qfs&xtMs_m%-u^^%D6r{-02? zq7we)?KLMHp}2S;eEfCZqtGPxD%e2}xz$IW_@}5w7B{h&_BL9e)U&4|>1b!OT?RN^ zpQO2n5h<80G~H)w*|3B1dKynj6EB1vZS*;?X-~~%z%K=?F|_1V+}F9h$ME-8-HUS4 z04#753mmkSvTwMNR-gVLPLbMq(`UyuB@i%OxhFrK!^ceQ~6IYN&{glA2px3LBBUFHJ zbm_w`|HgUb6W1v!SWn0CCTC6s%ID~qO4#4$%cI?`(VB=~$ZSSOB0*-TFLAg76WooJ zPWB1fhpqP)-M@ML5HUG5N`5%|F4R8s>gD)dkke$XUT(Vm^xR(mtpI&@jrOXx-T{pG3&>hs|lsnzy4h>;~*yM^G0 zY=MJ140`~aMJ!0|K=E~11WvOhfhleY$fP~Q|Joc1hp0C52+WevDU(pChxS{guMLQl zeh2!SR>qIGm-Q+em`=?7@g$_l@-~92+->w7@>U{WP68({?75Rw2F~xU9!UxmRQ6V# zWTZny=E_@a+X2r8wpT;yzH{wNA)T___hsAtAA<~!BX72$ONJ9#9WoT7tSRJ;xnC~N zi@WR=)h4?ivGEIHvnFIx!VaVG@30yOWwa?HQ^JF{aPKod`rpOur%Nz*;r>MINQ+^4 zwRkudpQbW=UnOAvw-91DxOcH2zC1;5s`mb|YuB_BH~iw}b1_v5v_@w}iQamx4b8L4 zpy_PYCDe&>FZBb6GIONo=`gyBlF4tc<&*;^Nng8|whD4YaI~nCS}E^hnAEPlhb?x4 zmr}?HVtrgOi2*ESZllIf?NCr47h_NC6H2t9Tyji!e&A*jy+g1t7o_y3KAml22wOBZ zMGF8YnUwJue56s;#lVx1e4(bN$S-ig-bng`fzZF_@>PhJBVug+_o6V^li#1(R`6dD z9r4hZleZXPj4vY2k>HX(G`9J`Rf0cXmEK)`JzITiZ3jisV;At$de!Cka<|y>pQ7~tTPrkVvH%(Tz`7xols>){e zExTpPM_##VzK5+H4z4&kgur7Z0(r&hYw@+EvzB*ejS0!PwxejGtHJ}uGQ{bF*P;D$ z75Z-?hxXLe97~I+`zjKL*OFyH)6{xiXU+-=I6NJvi2L1RB=M_i(+z?ttr6w9-5hCHWdEuA(P`OFJ zG7W>Oq@%{XKwyzGL@+<9^0gC$LGDIm;sK!my@`HTgFzCg4cm2JuiG9A&*jd5i+a|( z`Y!xM5~)^#vd=MF=Qx3yD|&n17EArQ@6rylI9qFS&${pWq1ok<3*`87(*LH|jbzDM zB6hT`Mp*)gZktBw_@wo!EWL~8l|1!rC^t3i(TOggfIY?&e@bW7%*XiL4*0O)0|Y7< z_(MZMK$g|qVNJYzqWTr^DvpSQ;bHY8B|J^qthjY9bi~)*xL5+$BH`^UHvz3JzMED^~{u=cuNr*T2e_A(8h+_D6c>Sxg zzo!onY=@`YC~BZnp7p-M z9#I#zaL~5AF=BsfscJ79d6P>XZ}=Z9i|hyo0Q?YiwPq5@IZ!2R$axp~p%K@Kn@flr4lB3;L-lUrX03uoK1l@LN)+l$U9` zhV2|OiHzU=)VaZbwd>pmjf|Q1(g`7sJ9=uzR4ddLwr?tQ#$#Ya_DJO9T?3PF)xU`1(TyoTi&6Q~h|bR%5BK}4;ZJN+e=GZqH{VO$JybS} z+g)rm7G&=CGctY3^svaSgrj69^FM3Wf|Dfc&~@7g40H#8%S3E(&T8OwHBWk_KlG@K zrQqsoR@@Wa#vcl2+B}qe6ZW<7d#uIaIQMVga#;lSI;VAvOWqsQsN}wOo?5u;cZbs% zxLivJitusuknq1iL+h}64cG1@bSh-NYW9^ z;``2vK~0z7TF8Y`EGBb*y;T3x@e9y^>#r&N5_>;txVXVsXFSx<;Nmr{8LWnDA~4&i zAPlDy+Vn=Z0++${EZ)Y#(i@wH`mq^hbi(diAKD3XH=3!ei(9O$H)j;^0u^&zEhmjj z2MB+Hb2!DYymfBt3BsFPM{0OOfeIxF!H6&HL_`g#+dH$4F>(U9NW?xkTjsqYF7uJ9 zd|feiv*sjd2mrBWbi3juG=qYmN; z^@QAJn#un8ld@uD79}lQGzQu zx@}yE;4YWH@_7GBJ5jq`V7)l|(&2dg=#5_fYndpfH8!PMzSq)E%^XRA(B2DWp0P-7 zr%g~MT-7k_QEUWUc5bqkFPcKc+{Q(}b2|4oij?U}lx=i^ zTT1b9qqML<8Z4BM;N$)VZZ$@4EdN5fVH3MZCdzuj&!tP$Fz(?(X9C7>wG8YDpu9P5 zD){Up3%BZ!Zr|Fd@K0T38Ji+suazY)q0?1o6gl3u5h3R^nphwT^77pOg0b;4J8I){ z1bW^0srJi*g)4dVaH~7wLBD>``}CZI6-%2$Jq#=!8)-gMOW2VpV~i%qP#X0y;>2`x z?n|ZX6*oMQT;5B_u=IZhe^WWS3P@ilTt%U2)%I;Sp&*U8t!M#)De8|5^T%g~KdiI& zdN{x2hWbi~_)A3FenQDlFzO#Pk_-6mdD1bQtC|CS;w&qN-cXsPqE3g$V8PVph}Gyq zn(ydp(x9@J>tXfvgSyML0auF90s=1nU$sxCbPyR8WI zqox2d1UR7q8Pm04ZcqjM&Mo1KbB8N`Sa{GR)4FT@EFJY2>@k|QiPIc3Jts2&#m>2v z1J>h}RyL==kTLD)Asl5tSj3q4^8!^Cye5&QFkwr{eihF?^)Insio6i`A_!Z*=TBfi zmeU5k3<5&BmGQZiydvbh#Sd3d@8fS`^kquIoy(UyW3heo*U>o@0rsYw;*p(J2|qYa z^iOUuArpPdD}iKdz)LCCACL^df@pSBQMWq-c75!6Rx%QWG&MgS#uYCh5sz^C>@~sC z0y#zfK_|_^L^wsz%n|HBmcy3xXs|2}zVh}WyTJ&Rud}94I%;)s4Ebh6%Q#bQ2u`o{|$OK$l2ZHXSL7J-`x-#fpYn@u=aP*kej>5iV4~J!q|sZdy*Y zoXTFLD);0pm?pp}^|3srB&_YVE)}3UCnUOFE6YtqguLDX8g0J&rmr5=lQc0Ls*uCq zcOuPfx7v*=xy=9)I)6!)ug|O9U2qwJje6AlAH6WrV=#n*%$GurO?>9sCegk{P++b?j zKywM;T8H*3&a86`c&qe?{gNqMN?53$|CeR`75a5kfS2q#=K`5!6VXfr07l&PfTp@J>F&#iv3z0kmuT z1QEy2xzM)C=u=Qs`OOTSaG}nVk>{hnZYdy45(;jraWPzIIzyEWDh1RiwJ-eu zSb=Z=+mUY+3?iu{@}0M{oHw;9NOOHAC098KKAC<$k_mL<5yYE z+l`%$fG=oZeflF8ihA0{YK$h5lPdz^rC?4~V>B=T2P!B)hVdSA;T|z`(sQPD3Km91 zrP2;huq}PM$A!aEs0F@+9Hb%+IyWH103JPHPvOg#&|&J*XtmpVJ8|~7t5()vp4a(i zo+Vd-1|SDs{W+1- zDMmYKhz366Z$?LI=SvVdi@(O0tX)?!W%VjMco~q3;pljX!0_t0BG&+3?Xdb!$?v}MI1cVNaLKOLap(q6j;-rZrG1t8ePA~FTE zOw_U$7{agHr`5aI~edl@pZYafk8VkK)lb~Wf_xHLlc-@}vZ zyd)}M@Znb-&6cD5ih$!GI4qbZ2M(>2ecWO^EwBYHoy`pe5B+ zrB^dHTUAM22+2k`ShS9@#*A)D?U(F`Glm3axX9Gf7BU+;mO<)sfW9ZY2_ar25JSL2 zBluO5A(|yA6Nb!{ctWG!Dkco{U|(i-)s9CyI*vsG0F8&lTz|9n7O3^THyozn&{~XX zM?-}pzMxGCtRY07i3-kgJbo;DPWYg3#2+mq>;1H~T5l11xY;JsFj7AZrBT+=qAhVEW>x3p*}m+fpH3D`=iPNd9$kQ_vQ>9%-~{bN?G= zvG?ot-45+kdkGfIGy*T+2#h`4f1X6z@k}0jgQwyy#>yQr0l#wG5P$hwcBRP57t$dDIwL-S! zfu}q@@H#2F3#g+iicF^A-5SkKmxhO*12*m-B}#<>xN~luOQkmkzSq`lclZwIe&EQu zyuN*^-e@?~E#$*pmO!e%Ehg#&L-YNT0onD5F}Ez~bu{S*vzA($+C2X_R4Stok_yoc zP??ti+4sgq?fn6_?6w`FpwG`MKWKo*b1vNB30m4)zAbd`S}*6iyjJQ@9(E}EMOh;1 z&|cb(vV~zfspJQ*jo16+D!6t8zWR)N1wgAL!Fe#Rd3cR1_w|=GF6v51*XaN;vU``= zw#W|lOl*l1F1Q~j0@?z zgR--?RjQPERmu#Px;Gxxw6rM*&r>d`Gy~$r9f^4M{Moh`-WYNs#9zNCgU6C@#+qV? z>T66PqZTOehbgh_B5En39B_oOi(Xhb`Y@5LB7^&jXd675N#3H&2(z zJzeeXn#5qOhUgBrce)W{F0?=5N2G0F+(n%0G?`(51juH2qg8;!iT_JMf z)|y)CqSjZh6zL~>7;{iblF7Ot0C9!bo}6Yt+C=Y~W`-?Rp8r&sgP)0F5$s$~%qthW zbb)*9-pDhAzXIx1F_+(%THEVgWegqQezaD}(8vu(n3LP-tB1efnDWD+8T{%lCR)0Y zf3uq1Ftgk4N)zrioFhk%yc#nC`;j>xL1F4G%CNq~oF0t)TMYwr_m5KoggkdA-GjnG zhvoLhg%yFzM7c!|*YjC6g5tZl$BHcl!@!8z`}j266l{3(<_Z^+(P8BxeS9SeR$F_J zdDWvrPBxs46Z$;Dh+}`y`5x4Xe0H-M-RvhNCN3F%yg8#!>rks>7ImXsYa9gcM{ik_ z6+53`Yi${>99~gnS7A2x6>!b`E61*AL!czivjXR7QrYs6S+}R-^K48rup=i)M2K^f zIE7#zHROGL-EufthR3x;%yW;znp0tor9_b1FPo@2;3_qqNW8KUq*g_fMJu!ryqtB? zq1qPIr4+O2JK>5q0(w1nC%^Ttx*for23f9fMJl{twkm~Ld0D3VDZUHyEs$mA(08iK z(E;=C4L`_2F;iiqzbz&P#euQAa%5;VZHVG&@2g%0;J$Y0^FmGgeSgsIgkdQHt3RCw=k;a6FRziXz#m}{W<5wygo=MArYE7X+) z+hl)O^BVn(-IIk#^Fe3mr-$-<*vf5$9I4ZXm=cK5VN<}JE4!ICQ61?KVLB$A`20ZJ z_jk0*u>J~mvfSFqh;%bq!qNs!S21L_z$S=g^>{2XdY}0}^Ej34Cb$ITt26J=aEuG2 zzgHO_GwfvFE+55?U7o0*5oO?j7x*oOCEc;G;P^ESHopt9W)=Nd}&*X1b8`r z))&NYimGl3loH)k30pm${g;L3)qn9gkZf!p5;XkMA=y9ED%AkbefR|L%g8anL^*nZ z%$}SQlTkbN{Q5fUgBZ2(TqVc&mZBCst@Sd~6v9lU*hY=bF$T5f`dw(%SgXFcmF zHwA>7nZY%+Txr-uqR0y5IVCo&rHv(rwO{W%mM0ivZE5#bAgwlAqqWcl2scNa>xPy- znOMtw)lU7%ieb{}1pm||8^M6O8@n4S+lWI*b#wpV8t#sNZ#Rh$PQ<(4+Xr~megx?h zh=CVD^L5Bh$qrLPRj(Yov)o<{CyfK2U{A&%=m$ItRRl|zY8D3?02w;#*_|dA25jd2 z3Y{6|jn$DpIVAx1x5XTRLoAJ&Qv#8hDtw?Zj-Z_PH4=WfF-G0=QKw3Y+_L%UTM}|o z4Pey6a)o30=BM<(&Sm0GEY?*7vJ%(0Y}+xe?Y*|VXIg^P8_>C=ALDM&=$!%vJ3#R= z!Xm}?Z%!%3yVTz|klqEBZ-GqKZMC7!I?_;l=y96U@tk`iIdsSfr4IXx`jh533#7_O z&>J$RFNGt~Ds$&(v$}3clg#^DSa=9=aQz2>Ywm*NiS&+Rm@Q|K(N*gvEpr*%7$@Kk zlR)u7RoA^(xh0^=l+|GR6dYPqx;=ONJJXD@@>KAJAqM1&63$OJ?Em(o<;V>szX9I= zJb>KP1I5={XPmL<8yfR0W`682Yn^I4?7rklWyv5VWh^&A_V_(deL6mekxvqRaRo5Yi2{46s_foTl3&4weSF z8Wp${YQ7W>9z!?POyfpRukQxzDX$*kFuiPI>&_>VrBZgQRlG1mE+8Qqd`!d=KIxc^ zEOm;>VKaUQ+i^qX`}?Rc;~2?5k$d8A=~?Z`LDt}&@yESPM*l3mE4qq!;3$7 zVG05!@8&r7tDswdo#~$Kp~N4uVBVPkbB| z3Fl3e#T?Ib-~@Vv;wTRWJDECf8fpbVdCM2ovF0{oH)9h8(cZp9Xow|q3`)}rFyeJ@ zOcNAlWkjvik=f(f@q(e1Y*lnhW$DazJm&yi22WAyaW;!fE;nIvGybO6vk(f}0hPT^ z&o1ohW4Hare;F%SWZU;dn6($0E2FOdo}IiC0zz)|Bi&M{wAYim%4F=un;CeUztkN| zT&JDb1ca-)n2ss|cylj+mkB5kY8hN4=`*SMUE1PHFp?CF`)fM>M3oGZ{B1`j1Y%-t z_fU~`d40!QM;Wt>2^ZCsBCziYp1@HUzVHz6%PuVUCqNLlHELV;&^*bBOgD{^cb6uh z&20Em#3xTa6ujH;)vyYl89zdfjxjfkl$L#36|EslZ?wL&`iLGCvhIHU38r&*<-$d0 T-#&{Pk>s~%K1EV;&@PpQxX!jC literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif b/tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..743ab48844f3e4ded1f2d622c0a4a233b1e15df6 GIT binary patch literal 1993 zcmZvYc|6qH8^^yhV>el25E&tcWXYaTvXf=V)-v{+Zf3~7#h@8k8e535%pKPfiiqrM z_GHQ2EOTW^*2ed zFwNtjO~|ot-Ua{+$9z=738MQ^8%|sB9Q#K#yvKah6L!4EkO2S$f2qCn3tJvDZ99OZ z@lg*DZL&o|0SJx9Xn~D_0<;#u8ZDmVAOM`EXK3e^>bB7e%#9-`&A+V>~in z3Ev}-qlKe*YDBWRo!RRzU)D(lJDZI5-V44}W4icS%k81NXvc&g>{jG35g!UN^6;?E zt>G8m7GtngG{&gsaY;_qG}<+95hb&b??b?ea(#T5U;#tynm!-VgfpC}Ucn7hA zybn6Aw{N&GpIIpKVdux?ZHHbb_taDex+hRcCQ6CA^XlVNKJtbg>sYz*!;;~-%Hg$& z5UvpgY&JE!;YDqarXp zk*U8#8D)Qmz{m_0JYBNmfB_knT<0di7k5z#Dg{A?ig2wnuT>idDpxO{wT!5%(rxpt zrUx#lN`m(Kc8kr0BGC<=C&u~h60(Hz+aHS+QYcOs&gK~vyZ4Yq%S?Okk7W5ZhlH z7%6x9x2TiZ$?1!a9<{v@{FY5Dr_k$&KTi6T9UUP*bhmb%dpw*;!WMge*7wQ9ML1fjWv{P|`URi$piL(ZpddzbDI<}MC_BGlQe@zGl#}3R}W}akudlLnk z9&C?ib!5BJxFktvCLQ=#b}n33>gBsyzI@gWp(V^d6(hsKUoUy(>w7YX)Z80XV3x=z zQ9p;ms1}Y2Ij1*R_euNmm79WG=7T(+@*z{c0V*g?@(B%BX3qz>&DIEuS0reT6Cpm; zd4g?xXj{kosUl**lqk#r(q1lf4Y=wcNvAoM0DuS<6#7nbW7t026`*o0^Xs-3J0Crx`=K*w0yn()3L93 zRkp(1Z-!mT@P%);k_$cV?h?Je`%5GwTMMVa;t*2<4vhQl1#Zv1d7JDCdfl3p$vi=u z>7Kq9Q-dLx#zy6o+p2fYof?L3-}SrLg;3;{PU5&9#%sJsmqDp3^&cC^ZNPDZauyJ; z6_vKZ#%o9wJu>)u(Z_a%)8(r|!X6t^34+U??}(eK4_3ZVb*#JFyTxkzhvDBcCPQVu z_dmR^M6;cDWy)CX!mse%_;zk`haX(%GgD&iOKIs%X~`JYO;(z}&m?d0xPiKI^)+&H zSk!U!0p3DkVRe^IoiJwCKeJ-|?A*J+q(h&fXl3VQREXDjp_IFuxY@Q*ybW&Y^P`%8 zGO)}z7&e`n_r!A|ouv#SP44#25a2+oW6l&UALJNmPdP9gUX=}-tsrB)NHaD8q)QRk zE%*lP`>nFesJdARnsl|NVtpt=oe`&B+xhKpXs!zt;r-`6SKy57Z>_M%L^DaL6>QyM zbzKPfPQA1G4Y%jdc5zDwxg-fE%1EFy1Y@olX*C?Ld6T&==y*M)?~f}F^v5a bGi~c#6*KRBvDD*9Mcwb0un|Tm<+gtT?;S$( literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif b/tests/data/seasonet/fall/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif new file mode 100644 index 0000000000000000000000000000000000000000..382429ee46e2011e2adac4845b0fe217159c71e6 GIT binary patch literal 9545 zcmZvhWl&tr+O=nJch|vPg1fuBy9IX=oEh912=4B#fe_q1xCPe)hu|b%o^zhJ>iqb+ zYSp^->bq<2-BtbPZbe0A01^NIzybh(umIp+^8G8||1iwI{7)6^zpOC`03iI!|E$3V z!U16Z`to1l|4&ZvFU$PR3IDB``O9SgQzQC6to=WX5rzhU{ad^BSE1o(0EEAO|5puB zumI3sr~munrYINy#b37j=Og|ONjv}`9P_XKJ`dynHv<4@CH_nQ=l_@g|GiI$?8VFJZGF`T)8wf>NVw?_~{8_ zx)$i?v-n&8ihhj|A5Jn;zhq3PF(`f7AW-OYxEP$Wh%0=mq8n_C56UbBOd*E*M|Ug% zCF1Yg^7Qzk{jOhQX_tmF3GOSS(W6hj&$-t7ZNh-P2TY!CTmlMQa~uvz$OZnp=BCVo z>{D!`bGU6=E4ap3c;sS{?|(-~Ysv2x4N;d{<;!~j0@*z^mvzg2&6A9Tj;FO$B?E3J zlu0ELzhFJ|HWo-?*IV&A6#rm_ziPQ)9&F7S!!dAh7>6SOz-&M7mhI0hSRJMicq_@? zZRtc$HEZ>P@;77OaD9BWD5bp9k=;d0O}xDcmRycz-{{z~hmrk!%P9j@r{C{>ykgCO zzlR>04RDU0(Lsc$&^Z_yH7hMD#*)<|WIyl3OUw;9NX(Y+&_k=5eE1Qy7~%{sRQaKu zhDJ)<`1OWTlHz)`OG(3lIpr91IEq{_DigMMe>^F*yev<4O#7ZCf38pNI?=IFYFLwD zwSQy7!RqZhVv|0fT@ZL(MH8y18tdHCI?){PTEZ)otqocnj>hO_d8e5BU2=O+On;taX*|PjL^7BSj)tjFz9rkGE5LFt)e#q!0cFBl7P@;wiA` z0B{2!nILr5nZ~^%Hb=1T(MF=O1M%nUALDwV%11VAam2eO<3z$5Jax}VFNnUeh0gEh zA0B%?8557_lIu1mfKx0YIc5vP?xH7!V5Wt5qV7he;3 zFxfSwj(&Wdy^NsyVBQWAfp(QI@zr(^`S+($QOOeoH!Qss-eoZ%9S=9Vz$#!tq`!HSL!F+}18FK#@mzxv`-@qy;az znt7@vWI3?=oa%KmJ%7XhlOnjhc=*Qea(=5s)$tLActyag;kb9Pe1r;-{JRK?%+7>? z^KYJP10?9^Hz1~bF=mrb}YS&)tu6sLnkN%(kKVhE_M>4K+2PyH?oH2 z@@z+!qC`83*jScUop-xL7kC_uimqBj5XUXnG35L1OIK`AObOg-GSNHed&c{Ua_S%| z(C52Sh}_d*PlUUSieBWIg^%J6UU?0MGOwwme9l*i((sT)^tn}lK7O#E)9 znH(zMqIBFx#+jW@XNDDztB1iN_P~ziR~6mlPrZf-zqWO*J$_)w);0OU6+IO;m-xJ$ z1LDJJ77stA21GpjEA_*MT_v|~B)*WdmcY<2FvmrdboYE#r5$d0*-`Djks$R5%kgY3 z9Qyucx&H{G5y$~O4Nj({|MsJ+q2LeWj9qOHdGs0~lKYk_#)h9*50Vxlkc!PUw( zFF=&|1KZCIAO1Lot7`+JOWE#0eHJW(qK>x~!ByWG`c+q50$N`DcD77PToE&B>13?T zTWu#$xBEZmyNQY zq6dVb9vR}b5(hkOu-lc&s$Q_E$npX8d>l8L@+8D^*9QWY`&BY`MiRq|5LGr|Ob`T* zQTswazP+rbZAR~&J0&OQ zKj88th2QXcQunJ$L=Bv|7tm;nV$|LiNl3`P7%y0MHAetS_Us~Wc5`x#p;j<(Dw0W% z`ejz(7>i2TYm5X2a?^o_UH#@ZZNb>3NhD_FqWw0DA=>!01pb#re`?Y4(@=!3>UymZ z8#-kuI;*DBC3U^y*Wo)20cNn`Nvt9J=g@#++?C}T&CR2d?&Q}7?tM8AGUG5HyoZ(p zpZ2AT-rQ84`f9%dDvHe9F8N5Vh=%#{zD%bv0WLcG@}PgeKsz2!d8atU@x#;~92u(H z&5lOJ?fu`*(rXy{hV5M#T@(>#;pw{>(`NN81k`8}6QCXOB*AtGF`SkS3H{iFEaCp( z?-pOkicGJ%=EnWqrHt)IiyU*?#V}j!;)8n`Sz!_134>Vs8 zMa)&amPAyNF^|2qY$B9Af@{vsCc89m_ecze`ne6<;X(=@v(%~WU)%Q00pv8J&lD$h z>$=z0X@IRe9>JE1TYardyJv}3MM8}r5d`vpYE73{SF5949Jh+N%n-WdK9mYmsRy*E z)vKD%tYS!y;ll=D)GHM|wv_j|?EFd@-+FrlQ*+?$r;`V(_mODn*8x~k$%sCklL@8C zz=?3~k<-0V-}=}DU?isNDF@?VI^$|435tnv(r>(zZBZA_g*vTCtdnoW-g}Ylj$L?c zF|<}|phpR0PM4zICjYT(Vx8-NQ4tJE(;G2kz?!ckfhS(2OOJvT&>)VcD1d+TVos?b;(PiX)nsrWu3DVXfC!s^9kh-laWh}w;2nIVdN~vXEeB4#8^_g-@8v`X zbvC`olB%`?%Htsb?2 z_b2|kzw0mK?c(4M5}vjulQ8(C)EBzQU~|7@M3Prdsd$Hz0wrq zn|RkRQ_RVuyHzrK^uQXCV7ZF|O>|$=+Y%tt7Vs3c@b-5)qy%deuyz+ID{V8+;mpjw zJg7WBBU$!9L1J3ev|X7FCoBz(aHbfv-NO)1(z0o1*)&Nh`Z>+7;I((fmObys?{C3_ zzl2Y0SD{I-#$6PYo}~T4$wXIg+!Q_Xk(iFX%edFOq=q3 z&x~h0{a3~LjUR-HG@|IewI<)tPpm-7ctOA6xSx138qq5Cm<$bukg;g`QN>(U`+|TJ zZuwzwyMrR#ri^V-8msEAin!V{W`e&?j~@BlxoAwkFe8WZJ8cOKg515V4(axk$_gqm2EyCC&h0>W36QBFk*0y);=J2= zjt=TnS`Jl1{q=8?c|+(Huy3v-I%)W{1hx}hf4t54`K$@`DVko2iMJu_9ILdt=3$Jj zoK1|j5pgC+EL>;{Ddx4_G-g=)=z?fWKM7-sEf83@oxtGET&>LDG@ty%K-hN(G>U&< z1~yWZ*$H6f5Ng{*0_xw*ikzd()_MFdwL+A89j8R; zqhq>~)X$}~1Z6d`u$2_&$8VVt*cm2y3cDcP(H=1L75yZd&?nVRSbSRXbphtN)QTvr zi5P2NvzNz{Gs6sYjSYKZdo_Ft-C_L(nV61|=3zx(@fv=3f0@5o=CDK{6h#Az+6m^i zXs5ei$JJ-X-SG$P*jP7as^Gbh`F*(6cxTg)(v^-4mFDv}d0+}E3M>9R5!hiZLv`ar z&kv|`-42fcz9}jOYxU2R-EQ@x@7jVWU3wHmNEK`hFfA9mBzNrgCpRF5;a|ZfRbWjF z(=sd9I)1YD*d%yf0_Ix*pZLpO#;Z7zfgwZ-HGhw+C-kyOW`YL0Rb9dMJUxm@YoF6K z?VdCjE>v}oCODiQhO~hnIw{DWf$p9!F{$u2TDloTf!wHJw4QIU76%H8ELw;WB6&#M zOxkTyX3bP1(TdL9nqVC2p3e{PnY#Mj_JpE8{y5RTqbUa-wpJio#QG)%?hDYUDj)!j zW$DkkrfJuU$Z9`;LqP|wQV*OxmIJPDaS?rToQ9nT6CbST(*IODjpw{M+)I_?D)i8oS4Cb}trP!{si0)g6HEs9p~ zF{&o(8?DEPd{E7_#JJG2mh^MyHg#UNBZLvZWt>o6-!(+mFxBY$(sPt1S+<@o-AkS) z1gYoamaq+AhwmeajgB#MJj4eh5FxL%m&db+`ygvn2lrZ;SjG`|b!N50wNgl!oowXHa(K1f)Id z=_)VzonKnIo{N7hrL4pp{YnQ1twe=R}=s99Xd}(>$O0s0 z76bwzJJd09;CX`0SZR(Mhl6|kVK#7?gS=Q7)pxSK)%`(4WZ=9i9*Lnau>GdN(eR?7 znaLJd;XJ6w4J`yZ>{-Ctn&56zyv^Y;d}PUKjArBB^JGHkSK~*EDfq@(*J|jDdW6fl z?Oz{{q@sC;;HMCH*x~*S{!oK~AXm~+Qy;qJd?UbdUFG)Lfh$qO#goN1W+$?*&w0T{ zZX%?x$;%&hrrL*Ounkuf*3FNl|3TeW>dCpIppjfH7medkk6IBAb8M;~RF`F%_jYDc zG1~i$QlCuH*|V?|KkH%uU%6a*)x1_r{}iY8_VYu(w70TE7Glr~iY+s^vfwcZ;@cgk z@>5U0-{X`B&?MCeuq6dnw5D|^%DbGGJo=C7?d&tUZ?=x9Q#&xJSYuUh0B_6}v2)>B zU|NFLulX?s_v zQ)j+e47~WIKg&BYLR$w*wZcCv4X3uz$k)v1GBI>Ax>j!{@Hbdn&U&663oA-8gP%eg zPJX@5*a(j(Yi)iy#-k-jl*MAux~a__oRLVG!R#}miNNmGmdnJ*Jz%jiq$sC&Oy2oq z%zXaS(-IAV3$2+PX}QeJnjsfLsA3~*5KAwsjt&^h(>$3+LKk|V~O5w=sTt9cn|+fVOj;!0!94@Ok!;Eya7@NQQ*82j^ff` zo|?nL6Je~JUHytOB?VyyJ!|ERy155k&Vgb({Z8~Mn$C*wL>?fAJ0iQOxc)8%)3^4V z@x#%W9wmZzKdHja4Sp?y8;R8O)<2YeNx7Hr2G&foz}E`pMPh-l)Q2^ZC*an(lF5AEO$d6p@)Sfxyrbe=+v7+|rq zDLX6#F@>AiB+;K0jb6PY-l~d^whVpowfSV_fg$j{JeWtAIE`PhEOCx8!LTUpZG-?! zDk5b$_XUS&Ip}k>=L$l`>0l~DPxqx-*)#IO!^O@w8~ehbX~gbu6i;hCZ{&GX;RPtA z@}&X*{IQ0?U7N(jfsOSPEQuA6s;4xwpIERB9p@!I@*{`8ubTxc6Q7c#W>@WjaiP>h z(MZ@rQW=2+TP9bv)AE5escr1Wghoyn)Wv zo0jt-$)?UzP=q?@*3DYg3j3BM^NbDiB>gzkI!IT!2C_WJ8dtD^5p(S)7+XV{Xdx!XYiDS3^xrdjCz%{?U4NXu)p|1MO zD-Uj}D|hM0TzyWcfKs5vA0q>s-h{|tj@$2jZFFC@o!0x?<@D{Ct z$e%h?X!R?!MIqQEPg4^Db_)Z4rTvB&cztQtNyHOeA>yfA*ZAV}2SBE4L&wR-cdPTX z-i5I_AO3-bxU(fzLfBt6k1`j1VXf*DlglxzMQ)qd=0*6>q#4~Kwogdp1^)ASkNlCi zt|H%4GnkwWvq8c=&tf|73Q8>T0!6aJNaa{TB6|rzBHs8S+bEwJ|0i{{5H6Mo3cZtl zlY(zv8Y86lPtR2iuWB!SzZi?Kb#+?!qvxCvumL_Yv!3-&4<@2y1Ix} zpWHNC-2829qx^lqX=hnZ9D*^|5`1k8zh25ZMT?^OI+9`2KFaiP6$ep%N8 zcFLN>OL*0w@>vLpm12PX4)w@;W+U=?W5NTK(rb)TI_|2)@X6t55vH}HJ>FE5RM~1n zwZk0dvF-&lC|?kW@U{)-*7J(67f)Oy1Ckp-6CHM6-693>X*xfVv>HKP*zxD|hA`U) zfApjxEz9MGR{E}C5?1ZiRckUUj(0q-q7J}a%<>8RK?53YE5aoeD8tq~rplL^Et>-v ztmWuPn$L-N`D^#!9i#B{IROZj4whVZ)&-RlB6u4-INdHOFgT@6K4UyH$!sXqJWE+v zpQ#DYH5QtNvAAJYZVa#XxvQf;>`*`KY!cOkvy9l|>Ze`R#JYQuUNGb&!N0mj2n%fA z`I@6{Ggr zU`&`gA(J_9Z>|#?C(;wi{HMGrFyGIzdzV0bWMDo?45HyL!v|Y|b%QtqwrAP#{-W%K z)^THKx15vSy{W&RCW6D~_2OaP$FJQknq@TzUo08Zc=h40&hM@KTY{ddpFO3Kcg&GO zT&hF#`sAwFYaD5?<|ZZ(Xe6d`I7ApPq?SJJhhM%BwG_3n8E|Q-;3bBcA}FEi73^gb zThN-TntHG_TX+5H3r}$Fj#NPbz0;Vg+qoNfS0lQQ>3amW4B>5%QbnG=dvkjAR5eHJ zR*6MTz5NL^3&kzm*hEt;M~sS77pDI*tmabSq|RxI0Kt^rXZ|(jzZ)ek5up6I&x~{n z{g9$9R}qF4)%npRmd^}^UH%Qh-MXGY(HfW6$^~Z!v#zN6LON8@j9>;p0!jWcnQN`Q zq`#YQM3N2=r(qZ7NK~X%U5t#McLvFa^0)=Bc=%aYsw8&~7B>V3_t-gFemYGPf4BYc z(c;5gyLzzOpL!HvF=5$F_)hRN)~+8X_lR95%^x1G-Rznm8-7`8K&c0$(qY0u+Ibgy z3*6O9EuAliLAx5;;Mo}^gtbWC+%Y9kt{1ucO^h#o>;#l2>_I>ByR5hwmI1u;hb9R( zsZi}Ki-7d=s!91y)rZr$%c->9SncAO?7no3-1>fQQll{^N>FOEbC$#-0bLNm;N|E2 z=f3&fspo7p56?cXF?e$75^v*E1gmuh^e0?+7_pyzqEAqFV`~X^@X9+UmG`CAh(xLO z8{(c!Y_6Iv8)@2JiVOiSmi5=aU}6jmUbWZDE*Wl54Klby{gh)zX+p)0XWb!%; z`c;rGX1q^m$fcGIH25n$%nBrfNYaR~fHUPk` zX;!+8V*xcC%~=!ctHNZk8O2;}M&FoL+Z>0eICDD+>|z5i;iB|ba!r2))uS?C|E#JZ zVmOX=YLn@SEL@)p%j1^h>S{w?6_CkW@7KYMx@SMbt~~umSJCz3gH@O>IhGDhil#od z$O}U#+SUdw%<+XZ|H`MKh8|;qjT~7ZjszQ)%kls%vJ$eiKv>cJ_42I<)56XK2xSd; zO(DmV$0(pdaHHvcLEdtA-ra*nK zTW#}M=&lfK>}Jqcep!m8q8-tU*Ebs{SSh!=VQ=xP`^M?0Wp_Wj225R)=ucemLiS$? z2lxXUQ9l1H^8Cix8>}S|#g^c<9j`35+rJLa@w+x{OdsL8r`x3q^2efpXpZDO9(C=> z>O2su?e~mFZs>kbTMb??XBwwh&rq@o-Ndkv7rm+!GwsP`9I}ec?nAm_xqsvX8$%Q? zqww@=TG|4lFFL*BySJRm*xxN|i`wq}e9QbP(xO)2{pt9oyKqZ>tq3 z2UVTzvJG+#31vnak|L+O^pv7qfigkxDYZ?o&qm`g%aBwTi;aeH)F1$kK$Q3rUYfnD z(>liwm$MSWSSF~&7VG!+(|9NlZ${%$1bOO`sFWmnOnn`nqyzCs-@D^doU2s=KN1Wr z=)_L^BD&^+Qkt7LlDNmOEMp@M{afRi6`n7EIa-@9nMe4yHhmON{&Gz#2TlUcKI zUTkQ@_p^=x5$=xtDq=p*V@WnSLi)##bG!6+%0W+D#S?P}_3Va~gO$FGK1+pD2p)}sDc>G6GJZ0{zt0ER|-DzgM*U4^lXykbMvgE_|t zZ;2JKh#F;nS7p= zeMQ*89sSt7xUJ3J$<-5E|`~c`?0LF0^?p)rk8hG{sqaVTldv!7!(% zx*xIs;HIYlk)8d`8hJq1lzjmJ#gS7cgOow(GIKQVUnUY*(_QIj*?I#t@+kv9&`I92 z`Z8@2&Kds zZpg<%SIfN#p+;@0acy|f4KoCQOJEbZP)X@d%|O;2x-0~2^u&4j^I^4w3O|{=BFL|b zC7u=eBJn{EBxNk`K?e|OATfyQxu74h0`0NBvrvD@m%hr*nY;wiWA?w4{J2fzA1x$v zmL5hQdZ5Wp7ML-o;aT9vgem_L2IliTXU-3G4TE$NpE%VqUf^yZC7|qw?(VedDZX%i~*GV!a hC%Jooj~SOuMQg-XEI{p}K{YQ_bfZ4Qj06_&{{Y5TSG@oL literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/meta.csv b/tests/data/seasonet/meta.csv new file mode 100644 index 00000000000..fa4d6d0a21e --- /dev/null +++ b/tests/data/seasonet/meta.csv @@ -0,0 +1,11 @@ +Index,Season,Grid,Latitude,Longitude,Satellite,Year,Month,Day,Hour,Minute,Second,Clouds,Snow,Classes,SLRAUM,RTYP3,KTYP4,Path +0,Spring,1,53.928425,7.503876,A,2018,04,18,10,40,21,0.0,0.0,"2,3,12,15,17",1,1,1,spring/grid1/32UME_20180418T104021_53_928425_7_503876 +1,Spring,2,47.793488,7.808487,A,2019,02,14,10,31,29,0.0,0.0,"2,3,12,15,17",1,1,1,spring/grid2/32TMT_20190214T103129_47_793488_7_808487 +2,Summer,1,53.928425,7.503876,A,2018,04,18,10,40,21,0.0,0.0,"2,3,12,15,17",1,1,1,summer/grid1/32UME_20180418T104021_53_928425_7_503876 +3,Summer,2,47.793488,7.808487,A,2019,02,14,10,31,29,0.0,0.0,"2,3,12,15,17",1,1,1,summer/grid2/32TMT_20190214T103129_47_793488_7_808487 +4,Fall,1,53.928425,7.503876,A,2018,04,18,10,40,21,0.0,0.0,"2,3,12,15,17",1,1,1,fall/grid1/32UME_20180418T104021_53_928425_7_503876 +5,Fall,2,47.793488,7.808487,A,2019,02,14,10,31,29,0.0,0.0,"2,3,12,15,17",1,1,1,fall/grid2/32TMT_20190214T103129_47_793488_7_808487 +6,Winter,1,53.928425,7.503876,A,2018,04,18,10,40,21,0.0,0.0,"2,3,12,15,17",1,1,1,winter/grid1/32UME_20180418T104021_53_928425_7_503876 +7,Winter,2,47.793488,7.808487,A,2019,02,14,10,31,29,0.0,0.0,"2,3,12,15,17",1,1,1,winter/grid2/32TMT_20190214T103129_47_793488_7_808487 +8,Snow,1,53.928425,7.503876,A,2018,04,18,10,40,21,0.0,0.0,"2,3,12,15,17",1,1,1,snow/grid1/32UME_20180418T104021_53_928425_7_503876 +9,Snow,2,47.793488,7.808487,A,2019,02,14,10,31,29,0.0,0.0,"2,3,12,15,17",1,1,1,snow/grid2/32TMT_20190214T103129_47_793488_7_808487 diff --git a/tests/data/seasonet/snow.zip b/tests/data/seasonet/snow.zip new file mode 100644 index 0000000000000000000000000000000000000000..4642bbdf2a967d392f138a0ed5d34ffe2424ef70 GIT binary patch literal 345176 zcmbTbQ;;qIuPxZNZQC|>+qP}nwr$(CZGGLn+qSvey#GBHH7_%DYEsd|s+Hs=4~e1- zC>R>h{}j65N%j9q{Yce72x#&@ zX8Qk=@xNR8Ki%0exLTR}_NXLMEw;C5wcBm|FMVP7uSBm6wr}BE!FBI8BA-?~mhmjx z##B_mOjKN2S{eAyf4UZxfO|?9`guPU1pe)4U;+aIdNKG(Kmr!} zu{b>|Q2gEcU0~k~!2T!z{PMbdC~*B=(cS$Tmj%Fm2%Z4}rT+RD1P8!j!hr&PC0PA9 zDMHQuK8gJ}>2Wau4GFrxPrx7i0rLFqd>0h@g*gbQO9;UIH82_m2BQ1P$@{=$nneTx zlt2OjE8&_kXp2DPZyOjjb#cCf2FndUvXA_6cW zw{pjOr_U=`yR+}@d$LN8b7n{CEdv(eWk?j-CpD;%ejIaVHsPy2xBRfGDk|Yh6b1Jv zKY{d3@NhpaI3NF?gas{BJ*ON#vbcOGJN+{#M{+MgxiB)2Db7 z_Jcu|4l-+)Q{qsw$bk~~CW^H`CH}ymhR+Qx5#$I*1ia8Af8I)6g^=7r1?7Q&$ zoz?R@g_deqKK-jklvFIlHmE}YjF&3en8XF#jEo6w-we?@nu_)z)a`SA5aajxqrS|? zc*kpcz{D^BaGf~ZJ>UiN)HbuOEI*y~l4_f`&Mi!HOIN)ehqW&vUgWV$KqWf?C=}5( z51>360*uuk4tw1RPvapGc=F2xgTfm~wjzMhl*yzH^xpdctsQVd?gOMvyD-aT#mN{k zSs@0xSTCX3C|NH37ylwnCv@p^eAsNB?%y&M*mj_WlxB9KfpusS7~s({z91|q&@@lz zN_O8A4biI_1Af8^2>$+%NzYc93s0Ahw@A7to>DTVJ~{TN5pGWr5;7)iAJzM2NE$SU z7hlYf6rae4{6Ch;N^~AgR7Zq+5K0&!-efb`h>ni!F+k9x@J|~3rBSidAf)CAEq3d1 z8d!51;AP+L?akI}tjw46u1vAn$<7^xk{jsOaMoxo5pD;_sP&URRYi&B!p!bWcdA%oXHX!t6^$0d0d_e~kWtpsDM^>)3IPH! zpjY{dtWt;EUtJb4pD=_8iUP})p&h#R>QIS0ElT3I_|uEqQE3{{t&}@sPcBWGUTEWE zBxvr|$$*~fQm{!E$%PLP=JB;0qFs9wji^V@l6vTHc`6RXNHQDbq3{`f-@V&*sx=29 z;?Q-~WLqS4mD=vX)zgA$JEeL?$d#@hj2oLNV%saP;|%K*SEE_Qkx)PD~YRjl}6~;dcCzCVR*9PB*uz1GNOh`&24TDIa1e z82nCMFzw)_e*Bb8-yQd3XJi3WJo)JJm&-R~GXOJUzdW=2+mC9&ZUO|mTS^0dI<$z) zLmBKe5*`2xvs=W7QNX*^quI)jz1N&8L&f(l=&&w3d>NVdppV@p+1P8!3rQ|yB23|= zpFF}-<87cZnU}Y4E{2k(c9_L|PY0`Mee1=Ne&w%e6s@uSZ zz5_;rWQy2bX5Mv8CHX{+k9_0g{#k!qRMf{3HQ+%e_EY~BqzY@mK`=qJh~%Gc;?|*8 zq8YZFWVvugV!32OpO+5u2Q5mTeV*6SCeTpV${JkV%u+m*BVmLH0`fY2IG@W zK!|)YKgsW6D3lb9my%^nQ-d}yW*50vG2GH3dJgN=M)Lpz=H9tfr*oR0R2;gND@CQg zXIAY6F+z*-a5Hr3?rgz(;>#(wefz$mga0Q4wV!v%gL0`7j6uxYo~HH?6;9|<)>Bbd z$$99GTqYzun2DOJ#?=*-X|}S<7HN^CYQCuG8AeWAE%P1ZT*i_ooGy)ZyHO1E zRAM-ofRVDx_VdyNGZwbVRY;h>Hqaj2<%G%^Qa$0-wAqucAR2hX*Rsp|$zo^;anCV3 zxG#?fJehi#jASI*+W2pdT>nWqz86~Rl?z)L2rJ-&A=itr%CD`xk`|28$_NRL>=0qJ zF_+8hKPw-i`=?5vAh1};?QmSTCiU&;pik;}7STNlDA26Bi(2$hw(Q`34$neP3_)H~ z6=5{K8LbtgFaHWpwet9%JXa9YI=<0faJMlnQQkpdSr<;5<&dgCrkRxlAtQvgmbE1A zbt#UXgb4tzUAATD2+UP5UB>mdsp?NkyBy2_XA3bjYA4Pglgh+5Oa2V+Bfkqg#FZo3 zNwtvE;fsx;&GHaJCcL0nmHI0PEuGltDB!3Ev+`GgT_qZdGy(FJzY=LA*;2p0cXv6E zC5<&J>3W#)hunkd#<;|NtFz3HBj}KB_nlhzK<3K6a}KBL2N>Yp6BAcXrsM}2i_isG z@8`U6ZwQ%TPtet#O#!k@i92QI(9L{yO+wT*P`TexeoHM&y?D1nrnNXuE>r8cX|H`% zxo*Q6UWg|oDE(2X;}Jd!Lp>Y)RLsnp-EMH>h2kS$VHLcE!?PP12u&mqN`Ax^`XpF- zsc8VSO3T9I<3WsD@Ku6fdFbOnd}Kj$1kmGFcF=2w9cUWy`TD<_er{>0kEio9pDl+G z(rTA9;K7yQHbQ%9>NG!w{G@omlpTxah_A`Z4nG?-4g1N%ey?v~#N-UhJ@DWk#r7>D zv&-lxi4U&+Svyy*RtlR<%)V`%KJ6QcNmaO#a$enQY~4L11aMDCYH%I60t;^?4f zkhSWux^E_ABz7@(t(yfNQ(piE2`H)V>k3Iz)90|PlZ&u{*R{R6R5GKEMQ%IxIg}^w z20=_4gm^Br+Ay9*u(mhu%G@S9L?(!VExC6170OM190$@nOA@)WE^_W3O63nu7;_A7 z!y|-+YCi1~yzsG;?omT}RUbyZaNuSiRx70V!Jt2hpwSVT@1Snp-`}=m<6Z4^=;+t_ z2+?^YQguhm^^?xg+1Rn zXURk#hWo5wRGC9bcDm+nP~0O_btdbbt(z0%mp}r+4P+^xjXQ2TAoLVrHDwDiu89a) zIF^3$_Dc2GT%(C>n<3FPsrjjkPlaMe)G4UI!I{pvIyEvud{XT#VT6mQUui2%nn^kR zbe2AcX(iJ4`=f8<4N;zZDQiNHLc?QqP3oO+K$btVYL04p=4$f$#0~e^`fWzsM>iU_ zt9{WSm+@Rq0q0y{sev6fRkPO(D?(+I#T-lo9W~L>95GRXGNRsVoZz^Dku}(@y(REX zsocBH0PQC;e#dr!dE}P10+gfi>h&ol2W9diswdPLFdZB-LOe9f)Gh#7Jq3Pwo{_Q^ z%piH-=&?Jk3>_Xgt;p3ThP{a_DD@2~>-2H`@1TSsTFlRN%CCoYg;` za+!IFvb5#OraE$9{T`H*P1Y7(HvFPhrUfI%F{MeIQyJaV;o|Am3uzAi+5VId*iLM+ z{spQR*-NP^&slf{`|VK^T%|;|&Z2HIv$Xt`aX;PA^9#SBpd!9Z(uuqA9DZkm{ls*R z78_@#C6JC6B$or&xt603A0mjV4cYio(PDxxZU57!Ucp1CWBN!5Q+cmXB4_squw8Ct zYSmtEU?YHP**h|_HmS%A=&mv(Xh#zMh4g+R&blOw0{PwNMi5i-;s?22s@hk(-Jc#T zW~)dcaMrA9pw+C&1mjKe+^yr9OIU{a=e~9{$*wtuXA4_xehwUm%E{G;{0)2Gt1@S^lic$eRq}%jxK$b(UU(^;y=mP${NN7my)O@&6p>XJw;OqkBh;5Z#DT64@F?TGf$50&*ZJKM`!k zzG(yH4Jw-nfGC|r#c(~D*G2M3D$|u*S>1@saKIHn)7kCw&%uN+5yc^NZLJ13j+5Ch zUj7KRf?KVKdTXPKIan}P!YD?5joqN2E(f!g)NIbf4x$z8SR4O-T`?eCI+;*;gb&|) zQCMmWR2<}vO7TG1y3)END+#9Bd~ByLcz}t9Y(%nCaF9W$PU$RKL9~nVHN@YDI)S z#J6WDkn{6NQPU36uBhl)Cvv_$%(WnLt}B^LzQXPjUU zN)pRYt6&Z2s7MdA{O)0o*YaTl5(wJ4GfZzd74jz zUqZ)_mGy%vbYK?n8a#iw{reds zo);;}LK*M7RGq(qrWA%#DLR#dm4cj!rBZ*b2hJ5R%^rCleOXt<@ z%sk5r-SO>;WRkt*ZANU;7PJ41y&`&_@t5c_B06l>7eOmIHq%_PCL77K;fPR5Bw|nx z^8?e&b*)iic`^aWcz^W$D%=g|9}>=-DKvLXH)Z+vV`{lKC%-5La~j4cRxD*57#GM9 z?p8Q^|&A;W@wQ3}Z zf;33{H1w0x5PZ*auFNGm7dZ~@eDKkBB062p{+?0Pv{q=wp(UqOJA>V|Abf~-yB4M- zRuisoVIL_k``R}j>;5nKo<#m7ZkEIA$?H2Q0g$U8{0gdvmr2iXzaVCWzyzQpg*)46gQCJPJc#M5!rR_ zK6WF&Os`Av)edd1N*i1bt4G2)_MI>T8ATa>rDW4e@r#xmjS+9_ug7iw49GAHXsJ#! z3(|hap*HcZ4iy>oJak!ApFsOk&+4v&QFW06rEkCsEsxn|^qDB;<-@Fw40hNIre;IL z7g*IzlJ9GqnfFslpOxe5oq(4cZ0Q!9wsrVbFu{r(EGf&x=lzw|_`I*MS@Q++&If;& zc2xQcyPgkR*ge^iMsqwVogU#JZ&@PH10U9}=LzJcDJYHRtHj`ec1)+h(LB1a&{m6q zVP&pCk}ZL(1G4UJh~%qmJ&c_rAln{~i*QpkZoh$Jexgs@M=&%Z06@I1D6O5wBSxoP+v>E`k zhM^+9Mk|x;{;Y*WvYtfiI>h;42ti6CyzUC7?;5mbm$MF+(?BvR+_xG~wCY1ms+*1T zC0000Gy@6&n|K}g$xSJ0*82qe%HU}mQCk}q(zjDiJS^T6MK|A7tjZYy>q}+B^7-X& zY4$!s-ZexYbZS7EUybgFv$43D^uFR0)_+$?(>dQh1*Z*DdsH8lya_t@pF3)bLx^&Jh+c{O3h_XrqzW#Q0S&*pz-T+h)#*& z=Qe5%8%3;$QmOZe#gDG`tj1jCf;5eDf?w7V5(rNKiVFB+VGw4hdTS_9^%8kvv-mm782%%_DXHKU<}SMN`KA`&wxW8>19h{-g`#w%e>O@}_I-%7W1bup z9Pg{;)Q{ux!GPY!2j8OUF#Q{UI5qFTRG@XymVY*d+tC|)*EgVdokT(t(&Jr$g79k= z(ypnAT(zgaiVhhqWfH|kvRrMC8m|wiiW(I9X7%4_^?v-spQL!s=BWrUBiq!kxEIsr zzi`!ESq#-05+VJiILfpR4z%ewewTG4I(qXGtwI5(ZH3g(K?U3&3aVFSHurIMCmn_z z)FPYhA5djE#b(x$y-W@f=;C|sC+ESVgoo7bQ`Uwv!gzEqQMLrX?}oRh!Mnlths*Fc zyE@BV>Lge-i%A!2y(foDLb=wSE)q;Wy9no;YTrsq+K_9Qs(!)4#do#h+FlCJl84xx zjmJ)gO@Tif(4lQLpmXYsome7cwaGSRcn^-Ig|Z)L&j+1GEBGTM=-F$y{e_$giqp&8 zhHM0jxw^8vy&^OYLJI&eN~u>?)J6uTP@8rS2xZNaZAZ@0*jkJa>@ zG|1T=6n30B`c5+Bbw|LrVK&F%C$7yr`rYMONhx?4*|KxF^%qg6FF{a{-L12i0LR~0 zd&#&?1v#;;VhTjTL3hhZpS4FYYlj0gA{(UVh)R1wgqH+Tp!Cz*9O2t*3K*#76q0Nl zO|2md73aX@IBp-Z+h&&Z)ZP)}C|_@~>$CI`Ggf%KrDnXy%H70};&ZLcKgE`+_5 zD;Ovy8-}*Q$m)yjD@5E~mx0T@KZtqP&1Xg5oeQd;MmItJ=`z@ym&4quA$;Ur{|q$p zdrO->@(^ce5aRPMD@?la8*1LfSXGa(&d5#NF5*ZXvTuF^dmXo z&`sGKy%YLTVT{%u$(*439vVa*^Zy=kK~9!;y_33Uc8lsfl39$PEGoqSa&iZ<$l%Iz~0$vSfvHT1m;E=Y^jm^)|mL2rA zp@t&8`KPY+r-DsY&s83);*!8jVlU_7#&cRXpL&O>GmS0O-;MoYtFq{wXlKr~zb^h> z^HVxHK-gkL`zx9s=SlpnXz#$sJGXPrX)jsa79QY%EGpN(r0cRbAOBCpoo2$l%Q&QkXWyXhL$!VgzF zdiWD4&X-l4o^wj1)P~LUi?@~Z3LLkd124YCtas+UUKrCSA%CMZH*w7Da|Q!5o&TeB z?s>*qW5?L%j1Z_my}FYulY7bS$Cb&jRxa>G!*xWXfh+BDj^QPv{Iczhef=@}bttMs z*FiXBZ`e&z8HV%wHdZ!V)e)pRj#Mf%#y0A)Z3)FO41sWHQuaFeLHmn#;g|I)>xA1N zr0^rVJR-Z*OmHTOoYM&05l9ts;a(_w@(K9iF4Rxv%|fa>?)uk19~JD+N)3ef`fxNa ztGScT!}lr_MCG{5q1|L?l039P4;i^v3kZ~n`~fJyugOK8q#L~l{laZ*){y96e)-xKf)u}tzoZq zkq&toXd)z*E?sHt(;~mj8?Hp(cVvc4J>AK*V+=NQ^s61q{Z*t3(FvIlO&1y6*B zE{#h1VI0ffp>V$a@3<=#b-Z3epwsI0ZF|qv$0M}wXI`%`r)V;IS+J8R!5~k4a<~N& zGPliwXkNNdxx)yF=N(b+8YceKqU0{hT6Rjw-h#*`|832}bk`GEIKN4`5uK2r7NGfy zY`*(!!_aP@2E!TmSTN)WtBz8-M;2#_UH9}>eY!;ZLJieeBKD(}@Oq_W8J(bYs^kq7 z{JCvQM$bIu7z>`or29{C9ZO7b%@5ZaCHx7?G3%%9D!YkpkJOj~kU0Eo(rj4f*tp^)D?m_?# z79umH9bo&Ek%p&efwT)}+EVAW%TKYA9j!0Mj38vBLl`btsTI3T5L+*649V?#EW+-a z7)9fX&UX<*Q>6LkkuE2Vtt4AAy;Xdh}vvHSymq zaFHgEOOc(PHJ6|XHc}u+Fk}ILazkDgm+7Nr;kHbRs0i^mo*XcF(%j|SF-&pQpr@Sf zKSNPTYF(rm7XC$3_Xk|lHRd3hyf;W+B$n=?Nj=#J!E9WNjA^XUbH|HDp=WJv2c#Np zGZyCPGiCtEW0tp#vV!BgnVjzR03G_qbHUqX_0*PYS4Q>R;u&mh8EV=xLjH!!g^eGf zc&?G+t;atoY1M@QGhu+7s+J=dwFMQYmK*SBEpCmaCEmafvbED1+p9buwbK_9spbWZ z*e*viH6IGSa*yf6?byWX8C!G@K=H#bK=|Cp15F;j1Z5eLdD|5h@S~)PWELp9 z`nkZ`I&ByNe775!O?-%0oX;)DzCD6x_pHvreoD-f#H2*w`I$HsTcNydP?Cq{Y9+iy zgs{I>JC-IkdJPUUxtP3=wuHnaa~>TtNJ&@zzS6!}c1`JgYBXq!vA0wu)%F>ivzlhK zclVEa4I=hv9EIn@(tBYeEjHeHaEu@94VMXZ?Beq4d9kIzJctE+1se~F9U$v) z_2_JY@GTjB6r;Hg@i3p9fWzLCE%ni)mA3XT>05lk>G4Ie(R+Qma*h9#_d=0qCiUwn zd326NJ0Sp1ibR9~wM>pa3r0<3JeUDg8($9Hop&9`luQr?=7+oroIg>@SOx!!su}>RbG9e^L&3N~q z@RF#D84SB*#7q~nYiFl@;0O!&1mPr2*X~U&8e}NZj_GpF$QnsC8!?DfbT%}VEO09f z#y*SwDTC=-TYn;;y8ENHC20p3ulOn9Q6%}|z0=j*;@o-ZgPVHO1GW77BrKlg0`r;5 zk8My|*udDM8aI6e`EGx}b8c0V*MlfJlH8@X0<)2?oMJ&g>2dI%TX7;XW@WfBrBmgU zF}T?_hxpxi(9Iw$M+2(=zuha^Pky?^e{C%e7t!o|Kxa@l=0Uv-ck(iPyQ>(Lw!(_| za_|+=)rH!h0yjjU6QYmDsK!o_38tM&v2%6a9~-i+LZ&bU67J8`k3R_7t;AACvp(bZMjDa%no*d~XAtkbD% zNWCmyiT|L=q}D%$16uEK)Pwy@(it{dI69Gtn_SQzEr>3oS7s^oq^KiAG#5?exRCb| zm0`Wz<~I9ARYxyMAFk@?!sqPi}-1Tx4$F6ai8t7atOHV)%;@v$#9MG zd3y)0JhN#H@p%*#yUFB~<^&z(@3>EG+QJdHXL>DILh2aoWq$6^IkyU!ZnA2^y7rPQ zs1fp%AeGxuaL|nD)#OU01m9KNf83BfLD?Q9sd6{Bbav=g0)6WqnA6bp^lT#ieu#vbd;Az0 zwSpiH;Gyv@Ub-+N%g;)0j$xbP zsj@6n4H8XC`q32HAgW{Aeh1eN8TPLs_)GE`ch7_4LP*4wI6YbeCk>Gm?u@!ukQ@F2}#C{wip8^Xmu;Cr`LY*k_ecg z*>aC8^g-dF)VJGGZsflYpG^IIAH$_Cb5sBmMJ0)UVn5Mk3Av`56cV33apU{ z=_1wsofY*%L^t(Fjrwr%iMo%EWTgCNwZO~?*jALjP8^_)1+yy?A@t%nSx|9c_Ug8R zQ_&;0qpfFFSH`rDW!NbVJ5gDz95q*&x(8M|+=iv?aoIzOuhnw!MfH@7A~CV*u>?ExI?8NlrU)w1BBw(2G8g7{`ehY_Sk~y6Pu>6(re3XEPrm~p z;GOUX$G&-_Z8l*r#+cTW{bMA*+5#0n`7abd0J;nIq@ignE;_bE_f*ByZHlnbY{gX< zM2FZ7O?EGIpVN|bIqC54YwaM~+;3R4Umy7W^4!%B0fV(l+Eu2}c{Fh<6({oYzznIP z9dT6=8lh|^eq{qc5S)awcF_~Mwu}2qJ~aiVKv=Oxr3!mHsmrUpYt?8;;*eHPMJ1Xe zKr)a@uz-7mgRT7rw zI(r?xc0N`e=?HgOWIlw29wbjBnWyt`pG>Q=4f(|{Wg>_aGcLYg4_n&^$$0&neX?e_ z?pB?=xYg?FOlyuM-+G4+KV4Thn_RrIym4o%=KdvV82^y%-r<~622!#wk)FU>=GB%u zDhw#i9U0gTgFhhD?jD~h-*jFd?LJFslC9{Rkj%kkW*`7jE&mq_tRsVS;+e$HY7d3o z{P0fIjR_*vDp#B;q1s7iGJ&`83TQ7Aui{f^Q=6>y>AVjb?x@QaN302Ja~QPOIR*wu z@M?kVL=*wVOSxZr2l|$ne>vVkH=~z5(hK;KCbtAvdxcQK!M`+Hz3L z-#^QZkATx*N{QwtEm@50qwJ^|hkXK{Pv8^|D+gbP>-)iQx`d?-KifZs>xLHH$hIHhQnWFgve z)VtVnvun8;QXYR$BK6f>oW*9zG~9if$;5h}u@GVQ! zhX()^!VZ3G=-S#02VVfv+^cxUOk86L6C`OQ^;aa=GhaMe@qMd?nE+_{L zY#JjkGpsS23+08$$c#2D_Vmqw6fta5jv9hw9*$}$(FrH zSl^H>hZ5Wnh^qekoX@tO4T0p!(fE(W5JGIdkM(R5csF$8gXkj9+D|4&SZ?AW$lt8R z-o_i;w$T-T`&|uTf^m=nL_Oa-Dk$;3nEpmMWZfBI%Q%z*NvgvyZ;MgQZN0=;PdQAg zDwQpJ)}Dzp|0Ew6?zVBF=ZDn>tc78(-loY_aNC!1WC=|~r`-y>tG!%7N7^3&s_Y^i zIYro+;=##t$m+eLk_1Ed_hJYXFBl+iRhkclcP_HV#`$(zHl9h7Q6j%H>G=7_1&a$pn)w;1SRM?RV1T1}>EI6|om(j3aB5^-CQ)IFs!J&&dD@jT+U(;Ze z%#*oxE0zF4l*)ZhQQm4)W?hzxDE9QamDGe_99^*S^7%g36tW0!kL;1k$Mx;PdYpO! zZg&zUwb& z0T*@A;w;wXCA4tGFpM*o8dKTqNCvX<26cO8!bPD&Xy8;kWEKo0i$8fhj=&gR)CzfV z!=A1g7H_4xX7~Bs)9Rlf`=m;PtBJJl%Sv!tW_{i%wlv-Dp@G@CPdfA8ll7r&hfsRcmGI!nDe@xXEu$mS6bo&>DFqA%)8n%RzePciOy zvz{-|KM_RJgt%V{RfixOFgT{?-;>)fk&Fl8a4>3$EEF&%>>J@35fFi#$xe>RHG<)m z4j05CXRUwpq&ql#`3gD%6;!nf{5P&e^4om)qB<$_l2!pQrrY|Xz#%bii`hl&sNO4v z&&ZKU=Ch-oog&q939;{2uSI1BYj<=eyJds!-O_b)m7%VPtH=(>dV^Y*0^@eXQ@iVW zwU~7-N*B{Ibe@lEI@E}v6kKh@K-n8h2wN=PW_%1ED9?K|W|Pv7&-3_hfP8aPs3E~% z@vehNt}l|b6NcnFbUTI%fT6$XF2S8;;9ew_ilNIHfO)rd8|uz(bAa~QrtQlD$n1j; zq_jAarusqc@08&{uJZBalJDlW_@n?=L=QJG_YT!Z;2DDv^Op0Ie8HKnpKoC$NYg;d zxmDZ(iSuYx)uZUzb%l=g&Ny8u(Gru{$BwVCy9?G!+v>DUdAu8p5G+_$c>^C}?#m`@ zxFys{T1`cG6&c4cFFbk&ZBngl6ehXPsU#cgp2vi zD^>|}vi3ne83Lt zC_s<@0Svw0VHQUlh9aECxkF!yN_8X^CAJAujkRFJQruxzAu^@nt2J-fHU5G#2sgPpU|2NjkZO=2FP8v=){2Ss z83*u|dM{li2Ot2?XEwaOyn}C%v*`q{+AK?f%#K55=;yM{qX`^pMfG9fA zxXR%XR&3=e7FJr(Zu-v3JC+T_l&W?#!nrfQ5k7I!pM{EzLVZ}#U7t|E$A_w9HbU|Fad9c#!ATsy8_8pZGTk7zQ&E<2WFvLl8H;*s zl^-c>@=fTWv*?KXiTHIwP~^5p^=G|7iBIUM|6%OY;cM`V;@E?NHK0QQi` z@>)68{Z|noz$OBJ)u;D&PlJKy?HB?^3~ewzg~9UiyLpI!Ce1f&Gm5M==nn3>0xy^} zaY3FSNeA~&vuzWo_Hkk_X{%oeZ?O{99R5Fv$$45e2cy588GP~_pgQvL9|XF(9v4m= zH3lV%AoC)OWMwz5GzIp-bFdonr^PSwg)Ty;v-G@7K&UGbmeG^dtZ^tAeY7t_Ru@ccrmNZ8N~V z;z4THa9j2m*hJynhGVut6|gm(40NFb*V>|v4u3HtzEg1H-G`dZldep5K2==DqK}+*;thVc_kI6i@GHdiri$_rL4lXT;uQG#P80?!yfa^k?Annx)e7w%+ zMVI_2w-G)f7?}!-sQz3SW#jGmj=;P3*s3e(rOcQGhTlb0-7ON!NbuqAq|BU#457P& z5<|4L01YvrN^#{gqJv~OhX#{uqhf{#hzM!i4f(j3QAQu@aBU(p8Z_H_7(SlqQ^bt4tpVJ;Fm9ZKzeNFkYe~D&tgjp`` z33Vr+icT%YDzLL(*Z}j;wl;>yt(`Z00Q9LSS5-Z-v&(bV`AWV)>V9szL&%}k&DlHe zf@QeBOx!fKE>tSppOI&7|KvG=<4a@+We`QJg6sI$SMEwAln#HGY(Ktev~vP|9^DDz za55Z@XM{~MN5HwXPD9b@HmwmX$;)?uYLY8i>5@ovW3}q z{qWi~9|vFc(tbq3IeuOKUn5QVl3i+DOd!;I!jf+v{s2Y266qW1wkLrAHQ`dv1lYZf zF}zcgjbc8O%BJwoira5YUW)PJL4D<@UA5Hdn)c#DP zH|@Kr5^cb0Oa*;^+CWHjN$K-0M;id1qafg@vm)X!bi31M7;0e6+r9^N@Fx(SGlf#R z;yYF_z!uc|nqu3>)(H4CWx554QN@r@xv#0XXxaMdxFdR&l@IL3Q)kzJCXIihM=kqb zl{dc>T2?+%f+nfAp#L`IVHawaJi9xEJVnTmqvnGB2cJjTN*Wg~O+2t3v$?6A&$9}< z&KzQ}MB3RI+nye~oe05mzwyY+Fn=i{r_4(9;;5_vG;3qw)B#v=PQe6>cD;F1&3vGB zWS#86nYy(Fd!Xa+h=x0(T(&Gvr)TgR-l}z-Vpa~tKFiQ7JT`$ymJMs zWAXB28>J!oh8#vY#YHpYPQ_i1mwURoZ=VUQ5*4) zP|I!6b-SBkJ5Kqce>@C6TRrybgo8(M!0CAC40Jz^VZ@Z4b7y1)(U2A9ALXaFeF^;m znVjh(>$1AM93ZA{Hx_|OB<2pPtyz-**lL)dp7s4vGROj`7oMLTzfvq&>dkE}{&7DJ z;C``@O>jA|9&+Y*>Q7ARsXP{_^oHSp3u z@*iSlE|n$^qVo0897e1MPUesri8gD=G4#Q&#IH=}<|LPY;RGUpuj9dI`n$OAbD#=-4G4+tCG-4*fJtK{_slFEMR{pA6|n8t#X*S>$DfQ>aR zN!??G7S^?L*;|Tyx^V}lky=^~oi2M@Poe|}TWH%3NeS@UqB8r3Qz+AUl^_EiRX2&B zYQ~@#MWDhJJ_Es4#3Q4!| zf;!BXwpFat%4=>DP%n1!ir{;p6J{li6uN5>-?$-cr|Y57R191?46cZl_t~#_<>@woR_B=?^ielj(x4 zNiBE5y3R3xq!961{IkST|8;lNp3%AC)I2Nh1-j#B42n>0b(&$_tTXj5W7`+$;wZKc z@dE*Ght#Fv>EJtX<-QWhJ}PUu_u0^j2gfGRjBKAD%IQ)3tg{`cO5Y=j{0RqYj@sPI z)&eb`YK1J#z=*KalKNG)$U9)3mU?`MR!A}QXpXaMizYF}MihoCa#hqi#Aq*{!;IA; zf6TADs&mdu+Bk2yuCl1|aIO$6#82h^4HQpAm2Ck$$=*1qK`Yr2?N~A(E~Z3Rl3DG* zapy1Tm7ZyIgdA#*HWa?`=}qogCUqz+$P)$4W;|pZ%p!xK6|)jHHj*qo^~1Zk>mzy< zwy2B#fV2d`+MuO-zL?)5Y{?C0x7f<&pI&N)HEId7y{8P4&BQJcbbnHkx|Stg-V{J$ zRzog+jTGo4ArXd}v{@+UKf-r@W+@cdHW!k!vexajt&mT=C~?S`Zqn-{bI(6e!NYbFQR*@ggrz8 zCagAE5&0Mw)gC1$E%!o_9NSPh*58NJ>8V$7VRaO|AQAQq*8@&QmITwuv?_9}Q_XG+ z@4w`+elz!AQ%tI6(wP`!i469O8!c%X#siH|mGAJXqQjAx$Dw{{lgeBHm>^>yyk-o& zE1?SAxpR0m2nKF3&+tNZx@=YD9MV~vtKD}9Z`0N17`yw^jh>J&_y?c2{Am`_ol427 zkiY5|&~b>}58%VsuIEum(r?`E{m=UBBY#iKx^<2&gZyGry!UDf|EP{M+@J=T?{K>n zGN6X%CHS7VT@*6)@=E%%Gog!+%z5&@_7P{)PKuN}+8~L7<;l@&#RiOdHS_Pb@@~ME zGYfb?Tj(@L)fYUl8!1Sq=*8^pSX;nVIgBl*wx3$g+3)vjaZOA zLbQ&ugz*yJZ*h90Iml7fZNU#4NOtm!jWc)DU_>0yM<;HW8xlhSaG75>&Qeoi;b*-2ksrJRHV2&CPL+y{8u3g!5CgP zIJMk_7v#C039V>g9zWNH3C4GTBb@q#fjy%#l>mTY;O9dLz}JjbovnJMSWg=okEVV+ z56A!DJE*xt)Q+-#SN|j7pMHkd-}0hu)Lfs zmdSj2d(BIXt!EE+GNDXh!bd$C!6~EcZ@lpNOr9yhda1x($RX3dIf)27e&rYwM~lbG z?ZD*&b0*z)90n>6{QKjMUHS_5WQaxQ?C(_&tBH*>k>BSMlV-fj8RqNU9|F4^VGA~;F4ed zShFVsUI_;F&*jQlqdflG+i`I!0d;98%qWioemAD4AR{iOf!x{RaMu|@@J8m0Nrz#_UuOcIMCYil3grH*~) z);`M%fFR*o_-awaEkM%0{=U*e z)8dxI_KITxE7gj0WL5uxf_oZ%jLXL9CB1U-pdZFS+3~i-D=rgli<+Zlo}%c%Mq61t zLO6CP%z>4MiOnM7Krjceo%e-ch*EE^`Y`cpGMUN}6KXtzWd*(2a6U#aC4n69b$x10 z;!Zh@mEcHO6uta3(vVN=F66mX=~KhDPL3N^)9fIxM2RY(63+LV z=$RR6S|tb`zwoDZ#0E+-&LdHNF&qFEF9g`j0ADux* zKp(tsyn4^zRT;#*<&?uI?I&b;KOKMq2|?KJyKwSX-6NGO(GBVio(U-e!L&8sa4 zrBZ;)f^CoUGV(683*-m+zyoigo$1Jnl6e5{U{-p+f5P5^(ia`yA1)^D{uz-bV zB`q(+hj)Yx@b+CD52IMjLrepQ;!}3}Rj^zL95F2Q{6KhdQ>8R4YwVXA@@P^RXEGJa z(|&DmHu&zD#g+w*3L>IaKL|a~9Ul^|E*9gzd7*FdvX6(DBhkPxVn7}dv192Z)8M&y<6Zv?T%$6S%ClZ(30da`(oK|Ox-pk!%QZ54 z;ZuNwn%ZPt(l#$NG63<+>89B_8pOv^<+)@7L|hAt1Zh*DG99E$h&93KXmp^9$adkIE0-;PLpM*`wAY6Y0^qd(mOhZx>LTV_jAtt%Y zsMa~QHP+qBs6ZICG?i<;EZ^qW`is}rtT@{>5L_Ez3lCZXRuV8&?OUKplf5kyV7v&f z+%9#rt0HqZQ%2qCnoQRcknG{`BKg205GW;t3~X$&>&rx4^(P2K{0}*6ILu{;*szSO z=O!Dh06H-4in?)r888M)8Pz7Ybjc6yOeDw_TzDEEkmC!wQP9|;JlY1P(;fl%3Y^=w&}@r(8*8Z1n_%#d zj9mpK5~~vncAQ(@c}{cdry(>lj8_Jz0G*GIfGt!WFr7y0XTk^Ej6v|8F08BV%2(Hj zs)kDk_WIqHFgB9>t}IfFzAr1Iz&wpm^PgG(6H+t=<~shKQ?i&B@9N0jBytuV)0Jxe zVXi<$IW?SQt6NZDDCE_wIt3b1!(+G&pFH?~b(gWsd$2~tCcs`cSFq9n__h#~w}e&P zGqN8;S0uDKi&S)j0$4T=*^{}P-|S58eFDn5%#Nw`C#t35HjFECT`Z@@%DZ?sOLLS8 zTj1bYrIbi1(PUrSmmze?V@c_ZQ(w5zR3<)TPV^*-un71d%iD1IuOJWrS)FOf{L{W| zOJV9Wbb;!FKIm^^pRJ^c`}0s8$yvAcaLUPGjTQtN)quGajInBH8e1R>pi#3R?rNlG z|IgR7=4SpDxZ_T2K7CVjq)Qc+lMo6@4NMA`sE>h%4z{9HVLg7;U6_ zqd=-Ju3oh7Yk_vo&%X_Z^Pt#dqh9dn+W4A_zlb~&apmW9T!wkhLolI-Ua6d7qA$)_ zujK#GuVcvk4$g_A{VhLl=KF*JCKwQ`f?yXa?lV-HcZ3t;vuqwAOp2Y)PgCs~lgusI8%J`jSs7{TXm;_ANUJJq;OEk)nOeVK5sB4Ado} z3q8K$btFGE#BX@SPP{S~fmhG3VyCdrlZ!b7s-tw>0L{6`m+%AFVHz<7Cde?Qc08et zDyo6`*bh1KD8E)&O_Eq*JJ9W~CWphvxkXC}`vOg2@&;eXqCQt`(C_^f5weK-LukMd z2=CveO-voq&dBbz_Hwknfa4Vyezrxm9BXxPlc?}QtEa~v9~T4Tk6S?XzR<^+{^D5X z7sUQd`c3+k7JS2$F?H1mBQsuEUvMWwv+#=3rwQh*s8m1%sl|^aQMJ@Zl?hJF)wK=e zR;Ay_9B$vKj~$gJX)WX-7sMh}3&~{j8@|SbUdyVXqi46%b%9^+Xh*jW(*W7n;?_ns z7X-$i6r-mL&5rtI+C1p*R;yp@^2*afjl*HBuVx73(FiKyP!#!JplLk+^1_0pJ1ZFuzF9IV#-5hO`#pPkACHzFTGqQXI?YQrn)z4y3!Lds8`H~)LieS1*t z?(V&AhbG6-j)U#sqBzgwP;R~!>l0V;joYxy^s^*yQmG35@>C3i`&??e7N$f&#t-e- zsQvW98OU;xs?f8<`R`NY0(RDY0Ne=CgS^V@RU_D8SYt5A63i_`Tf_`NJ;(YyiF(-^ zMT|W*s8!lDn}@RjX@u-}EFbOJXHQGq_~U?164T?g5AY~8cyaX3Dh%$+&)Lh3`?d>J z!JIsmKZF;b{5U@L*bB;zT4{E>vaC96>>K;oz71%Gl&SxLFyU8Cd#=47+g6YE-Q9_? zaPCO)?kb~CzAkkW&?Y-WC4TA>hoXprp0+*aW#M>wvche2?(Q-&`Y7nN-#>+2=a<)9 zHV|`=WD4Xw5Em2I+b3a6o@?yCx-R}dVLjeLQTbWKpg|slVO$L4jucv;M}~NL)b=AiR~}(XP(53++Wo;{?xE=>10QzVn38`X9sJueTlpGxJG- zppv+pIxdr?a(te?`|cNo)2saDfWSOozqm~|^zUq#1RRjSp5VWX@2)6kq+vyp?;H5K z2GNhM9;`>)li9K7>kJAr&Ci+8PH4%GO8Vi?Cw=@IA(Ko`#u}Cq&sI@_2cV6+8diCS zg}adep$Cyv7|DJ61|m(#fZwcY6A)dg6XD%k*H?DiYK36Ov`Ut?LFs#U`2)Q>?e!L@ z>Ry2>6sTSNDowFNtfz5#3tV3E$|FRhf?ZCuozLBl-HvrW=>;9q2*FW6+N}LJh`y=i z*$j2E5$iFU`_x-MI+56lU#IgcFJOL~{rY74DqXG(dsdKTcO9E^|FU5fxg+w@jI!M} zcDb#WlTIgWPu$$Ea@{WUd`Uo_GX^wAre$u0R_}Wp*k^P{CF>`mg5Lel;L&}io zJ3-d@J+1e>&;#ecqG%BCkdZC;v=6N-hfU1&a*&FY>9?55+`v`$BZ4KW=WtpgyIi39 zs`E*s#`N!`xWSF}sZBS5myau~S~~~$4&_c;)D-Z$h9I@lqr!4s3J z70P5R9Tqq;;Up_PB#?LGDBOuz zgDNxq5Q*Dp(%x78>12@@S-HSNjjC1PiU-*pelt^Mg67uGV=_Y{@-t?R{8@i0_?cud zOC>z9CYc?nyd0eagy2tjBt8ZuN;t!vE`^nZ_r_64Nm}hp=S+hC^h|FDEMzW>`xqGY z8Y}h zZAda+G_3Z=KnbnUthwIaGX~5`pP(5IAt2`z8Es}InI%rxDB0%+thNtv@?<`50w!`1 zhwx&bwP>GhWp7i?8N;Ki4_5Ikw5R?vmvmtdk61firHwidMP^MaAoB>z%VPRnKyobD zukxd&PXF&vg=xz{*C8A|7yGEt~X?BtLX4?MY%JgddOxhDauhnWPQj>jdA;D8JgMukbRsX>mbXO2f`&S z-Op4QzNS{(Wh!WZEK=Q4JW_sGvwPGL zJH&O~a)bPdvgIN*+^?QDp8Qh;h^|}xK`GvDzG=Sr8S3~&4Kp)QXE9nmZJ)~OBXxI5 z1zWly$nNWD0Asif8(57O`rQ>@Xx}o~r?Es9m{C9TkSglBI z?<;EsK1kuCtIBbxgCY_+r%n@%JquQ<^RX}dkhthVD27;{#NtdMjHCDbXLnouC#S@Vg*IkhWP3^|s~L%BfNa!UwAfY~b_vytP45_7j^L>z9x|QD_tu~xLrAgl zrCG*-NA$PPa0FPt5tPm8#<>Ed0A6_VCzGPa+aL`$Lh+Frz0-N7@CBxZd zd5IJ?tMf#zUk`ThT?3SP>5llNF!m^JKaQ^3QQ^;q32&iy@NRicN+6Lw?>;poPCT(i z6t}6GxG4JP?N)4c=50iFo$vJhn1ID-%tkj~llPZKGmf=T8rlZEGmnQht8ar+{Z#Uz zT+v9ahMx2ae%Ooh5Wn>XWp@=ns}o!8KC%7cK+-K1f7$O_8fjuoB&x;t*Sx&8QA2~V z>{ikdF`4W#BJQzi2S?-TZi25w8C9ML+T#MI8@z(1jTymao7XMXYkhN6Z5t)N-Rda_ zNns#N2iYmAzM#I~m?Nc)!XOD0ck2W$)(4|0oU@J}>j+rEYox;8Yo8DsBj2AjasH}D z(<~cU)itRF^ozXdXfP_oq9=)Hvp_M0J`*JNN$8 z4lC3?en&hrsw6;!aAy;@vTz|;?*}~p&BNM|c^&E=w-IwINq=-AXQvlO zpATq#SSZ2FSvd|?jD@05sCdNOD?zl>ukiza3&!`oy207z=l(eS2eActWhSc=WV2{9 zOmRIm|D_;u1>-M2?!fs=8*E=-|Ha<&p%q#v={SqmGzmc9J=KTDLut`IrzwaE53iBH z{!f}BulIYefGx?C#>T`c_FP?f19RFT=m=902-CeB5a6$9htmJ?NivdVZ9EuW#yHv9 z^96Ui!kHeie0}-0STQlb+YZoukxoO2`ev@oavW zZ`|q6MPodejEt+IwemTXwIcOpYKAevl)CtyXlLRAB9yN8f*^BEt7Vd%UEO~uTt@X) zc(mF+v@uOdnd8&#ZxBYjc@ZQ0kO!)rZlZ7fKoGFs4`MOERX`C(UOTrDwl3l!t;%hV zB2&8`OZ%^85h2$B6*w63o$4R%WYV@Wb<|nFOQ11Di40r9d~FXGUe(L#{X(gqsnwjl z%0plqI}`GQxi@|N*_ncuQA&gV7A-T?ry7GWRpITA*c(TNB$2T$GLI1TSbu}38{s7g zs$RdiD?S?n_Qq^m4FLK?XCIM5clyG>xo;Ts@5C=dMmPsX0ceKbr!QM~4 zbtTIyTg%Jexw8;o?M9T%RtLx3lpd!LFKmCkBTqq zXLFdES*m0`t|qea1R#cG#S<1iX+khYelWad!9k@MqxnOu=r)~4{Bq)Ql)Sf}l6kh! zd_TV+qmwNb+xuIifCQGWRf#91Ki!%BCp@pch%Vu%T7WDsZ8M~y>Qw(!Bly{gLH7Iq z-H$+uIP`~1PO2J$hr4{6wq*|xvIa76D>lIpogH<(R1iD9Lp3R{Re!j?W@#H@u-J|z zhpuZ=`SM5Qst*VicTl7w>q6_!hQ6_EKMA ze*87H1{$iTK;tRAL8$ZqVnl7H1`@U@BBe4|s-M4CU4jP|9L`<0wuwzm!mL2zJA}z# zHMlp(hL1Fm{OY9D3t`_0;~$q^i+5o{UX%6~KS!T!)LPZ9aPsFKWT48v9c;WUHpMwA zz8FA}`a$@&%={$bUL`wlhI4RMwrPwdW`UuK^usJh51!xcZbMH!$^9(p6!wpp#44JJ z*J&>YE_SW9rIs1y2b0SCsK6Lcr0O&r_*bz6{ad7{x#zkHF+ou5pZ|skAi=5Oq3thR zJ>uIC&~*k8wC7uPChyvMreCnm+z?7{HLlguWN?oq`wfHbWM7NVoyaTYG{nH@$JvXk z%^*}p9`T-#2>;l-T5p;#sK^{|cWGp~&`7#-<}Q+_S&#L1a$xCd%Zwop)oZ?Dbt6^K zJtmss>Q5TtRt>r%{%8jUH@&BPY?c1C)RP>?>+Iz=?vfFHVDZz>xVCI z(j*dFHd@x{NES3W+m*^12|?+PE@t7k^Ww^-leGfmfr_9j(-yEod912G!~ZqH74hgb zW$TL}6qIwhtO%L-S+pl1&tbcduz(p-HXkbr{TtA8LO!!j$(=b6yX|h_KUYEmW z<+m~-$mAahSn2fzt4sk|jg~{iVxCl(#AHk+2m6&;&^-m0WT}`fbg8K-!N?Y zPoaaz&8W4@7Q>(dWHGWR zG|--kHcWcYGDk`-n!IfJ)T@(qA*URZ$v&HZQ?0UvA8YAhr88gnD~0$~L3zU6fb@Kq zpAa#2mwPRc3lwUW)-;GzzhvgXO;LL0*>C7mBN2(B+~^h9y7}0}DCK(D2uJ49Iv%sz z;n?wzg{WD5mqO8w1Kz~`JLx$*Rxr-_a0XoL@;hZov!HHPmuwpR?+l~2TvmzVY8q&~ z)l5ZvGKNEMZPk;b0ali~dD7_*Ht*+TQ+v0Q+gR@(i?=Um5N!DqA@)AFm`f#pGFIN{ zEH5jM?GJ_+plk@lr3rN51VV1~XQ7N*JXXbnBTg$NXJcAr9;QiojkDjk-{=pVqD5!-phvg`7>X2VUuf&$0 z|H-`&!AkgJbqsLBkfyZ89n3As2)|IW=>B&Qd@88l*gk6}!U3`Eopr&&q zF5x>tN|4XonxpZ6LEyC^td?&`hExvuMdX^a!jRKj3F884EAXDL%XYroMEJTs+|4h- zb86~Co*|-oH{)#;%ZmF>1+Eum*^3m^K{iweI0QD3Gl0Hr7!zG5%16B5K{0($rK$Hp z$U@Qv0K58By-3YzwqkgHlH6lUjO+h0OqP;os_`!xBi%L z_A*|kHh&&lrbtq_S&CRebvw9rDL>xKX0AtM4T{@y=9(|!`cji-S;5-tZ3tw!&ijgM zi=hy?zHkkIWm=mumOF^>G^g8!kw+pJRAwOc=+^EXE_=@ZPK=i2!kB0W2=f6gD>bgm zCXixvP=LUXvjYOisi5=V-E(t0HfZ7LE}UR&%k*Km$SF}@L`)6pRc{z6>|dr;>`o&h zeH@mlAgE2;E3PdoXl=J4V2e1EW8d|ZMRcZPB^%3L!J&LOmlju4!Dg5NP`~*@3B~b~ zl2|uu$!N%N&SZmH|JD90&CRe2^KA;%)b3=-iRVz4ExM#$K@)l zfKA=5kW$I*2)@!Y?W821A9lcbp?)+LZ%1X+O>gk3YWJDt$Z+r;D>KRk7HIjU3mrJn zIN`h#mz$sBoI2DscB29&B&~swjPml5go))Zi;C6N%vRybE*Dz{z zXFXiy8g)(^4h*zga7p*QEeidD%omXXI-GPsl_fWd&8k+mSw*1+LEQ>8u~L`)<&F5V zjcY!6k!kH0U}ITRoyr@3JN~|2JRc9dcC4I~QxZP`8|N;X&uwPdjB3oLb0qV&>}SAnBSnyHElD7^%ZQ{ErHz`_^W5^n`#6HM#N? z0b&Y3*4`Wfuj39dWcF)$Br|H!aHDisN_w=Ji0&9Y5nBgG+}n*c8&ZWYJa?{(Wr>r< zNN&!Fx(eb|t7k;G#}h*{+JrTQ!o4oV6GMA0=@Hc<=|2lO#skdrK0MLYeI$cC<6Ig1 zJsnt?Vv!peJXssr<-KW%?!km(AngA7BKmm6o?I1TDV-#qU)&6JF;r z3~8Kc!X)?DC)MM(DdbC5-aoU7NSQdW@(3woN1G2|GAG2a!};!t-`aEPYt}vPt>H$R zt?y0sYAw6$+-|16O}#0LL6?yyg?%_`)hrf1E4htZj=Z|>ZHfoku7t=?1-hP`x145G zYwZFBWu~3|JVL;4A~`Aj!!UK8LloqZlSo+@i?;6ICxH>lc|Jz!wMFu$M&*L}ZV<_1 z;XfWzILXd@D^AOVD~-9IRukl%syOH(gx67{D2;1@&dP+KK36Owj)04U2HMa@-Rabg2DS}|RbDpYH$4B-$) z85qq)IjAU4Gx!Df{jkKV!TV+7=vCT)Dr^d-aHZ}*d%%XA?_ciGC55vFIIc4apdsL; zT3<;ON|KkiI0E?Q={26=Jax(j?(G^1iHvgPi&8XS{F8JSobNzzr72oH^K`*8RMrza zxq-;rS%`%+rUgn#%{7>vnB)^TMVqXY-6jC0Y#swFnq*NPCH=d8UMEi zpI7#n?wu?<-CaHiML${D{h8TOh|WXo2DIa)4Fmp|p4N25h0rfH6Uc5h&;?{3mD#Q@ zeJ&pEz1{}Y0nfbPKL9G$ECoqu0 zBYZ8ju^^bmga2*eq_Z*%9O%-;T3pKi47J!SDEupbX~G#St%z5RT@rn{kct+7G$u@% z)6cxM*ah~t?Hys%P;2`K_JhJ1XM0O!l3TP5^vkTme-)6W)SzN1#dR9w<9%~SjRS2p z@Udoo`&V0AeEk5D*06or7_kX&YI-a{?jWIcz8NP;Rl!d45jAt^ia#aqMKoeM_J1&| zR^jT)sD%gQPWVbe7IfG!ADR)@hiXp9g*tBoiH4*T(3PH#%ijS(e@5N5rRYwLGJ2Zf zF+`hH3g@Y2U82^u8>o9o=su+)yQ{$21f6SCW$)gcO(8b!RRTRSHf4YS=DDlaT;^MN z0tApyYMtnHbNKa`T;69J5lnuCYInVR24@2j^G5)hO~=76;qOm4hXKJ!<^6acjzxlTr+p#12= zTzPG8K=5R90Q?)AB_^2;akh!uO3Y`qcbe{XVPU7Go3Q(addmPI1!M@2Q)BMnh9N+R zA@(@9bK+gdY%d&1i-gU)wX*waknKDXsq-bPbAYEbWBz#AAB*2!Z{EA^_$@!B50v`b z6Y!hOX5o2LLG_GdK2m*R73rQOD3!l6xyR*^vi&`32{l z0qSMQzQ+ZA96|e{7^&#`z0r3N$2rxl-rCwASIL?3zahHtxTak|=u9!Kppn8IPPaRH zKkR7Nmu%D$yrM|ivpgxe0#EC?uxzwcJF`cpH03$B$l4q>$f*`|?urXhh#ti$ zD)iV<>9q1dc%CNa-}iPFl{!{p;g}A@Wrp8NBToPF5`q32iojb@n+@~D%Xp77w?RYN zj1b-+&KOcwl_HY8h_9duc#om*C+gu@_c0BH-3Dh`m(^X;#C9gT?KfwjDaF3xRco=7 zhcfRVd2pgwNY6VyCbN<;ubYSafrzTl3ApY2t72xYCU7Oxk&RakcTk*l5OB|tP*=Vn zJW|Y+*K7YdodDdqw<4sn=O2?CS|QZK^;A(I)}8xU(j#rb_`Y({7(~}V9KsL&AE!yX zP^DshL+_lZ6gHZ`sW5@5#pw3@z+}w0rO0CLu-uL(MtF%OR%1!{M|*2El3$+45_Rv= z;g@ve>_h_ZVtI0mmUGf%rT(w<^~chA8W$S(dH+!4Svg?*p7V1^Q=Y8_;s+v-+mZTL zP{)U74hC*~xU#CdpeZ}p5quR7A@Yl}mKf+pvV3}M)GxeK1bW%ZWb+p~3OSDti)d*T zGINV#l8;B}7AL%@Sv#`v0}jNlE~F>W_Mm?D%ZLOT|3_ZoRvgI38Ivg!6pia(8{4^@j&t%P z$}BpdU71o0e~+5M_IzjA)uXo>2grO{e&|p`)R{6%bCMb^BQVBn&^>bR@4yh|QN{OM z?tRxeH3FF4G_^khegPNgDvq8-+Eft0MnI|upveoV{mHvx>W!1*Mojj6L)^!(#Ok?b zY4BulX(5J#)F|QVF4e9CnpvKwL((E+sF8g_muglV{#T9iUZ-^^ ze3EHvk}_07hG2~oxNt(Nzu44_jf^0`K3$@dyXpno*oPKTR zen5wWIgqj(tQ2Ln(^1geZRIC$zTU|;|3qqlJOv<_Ixt=_1qi5WnANax#F8mB^W7Gl5=vvS{-XHPeu46+d>u~2^a!{n| zLRJwko`YD|PtG`$CV(XSlR8yUqB1ZzHvePr(ikAWcE)KeoNyN4=M}_}TFE0QJsl35 z=JD*Q)wA?&lw~Cifenz^x*R^Jg<)d~r5kg0q+>Mp(c{34-<(!y31bFrE@hXc!@c1& z_!8O~?9IuLP4w8n*6l57@^^#lpFz!aJU=#j%#{Z@3C`tA1t0~xdkK`jSM7iAU2qb! zc@+O8`m^upSKYH116>_R`^;-zrb_wGlSR!NEK390o|Y9YS-P}*h|w0l5q3o>(=ro0Nh}suVvi$ zwh<5$%EVBmO0vVBU932I^KLamr)+szF#!N0{JJSY%C^ z6#52lv_@slJ`EE-is$6tlARhV4QU8fh^v-2G%$t7He0`7avLdJr+=xR;kK*X{iHB4 z=w(K{8Cd$5cFUs$D=mwVCKuB@F43cjT=^h%7^?^1Zd$0&K6xTgxl;nY%6`%G%ZY!% zN(63}?|*|pZhCfcsd2R-yxl5vb>zJgOb3YpyjKA3Zdr8#M|%(@>5x*rru}y-$)&>_ zkcTPZa_3pkc4LOYJ(e+Y=ydp+BcV8TAYyyGVz!OgtJvfL+%_^=X_*zHq7NUjpQ!FP z8U9uR;CnHZ~Qvy|=;=XmT( z9Z}n6e)FrwTQ|(32*?R|6L1R1vSdHGra!A4fZ%S*!>L}zhxST3)5bsbD_iw97F2a~ z!iICc>s_gT>uZ62MniEwzP;QjZxP_^pn}bkhdd+XvzhcijyHl3Nfe=*bir8{7s85z z(FL)HFJQjFEc=VR=Wptt9* zri-19AJx8$+<$kdwBO&fumI9!z+ZXr}~QV-M5vMl2kZo za)x(_dv7Nb3a8fQE!>H_aS{L)p`-0u4rzHx0;FtWusiZ2@CV;tf<^K-gLZ;$$1h3|qb<=u)2kriu_?!vw&56)&I9&4)Ckpy52f z$0H_11gN`j026Qs;$&g^CrbGS6e=*G2mE_mN%=UKNT+Cg9C*BciAVPm&>(y943!nY z=%qu{!0auc6Q1=U7N03s_Ja40v>+Pa zSz)ds6^B4zs;5Glh08wBt|^*?$mJyza%V5^5g%0W#VOW;wHov&q^BH1Qm zI{AYigQ-|PE!AAVX&o=e-C$F1`Q2<}W15AUHrD(&97Dz*<8kB>_8$E)8b{wB95>w; z!N+pZdO{K7isq}wN^FlNT?H42ArM6hMpPGC>+xJHr1UPl?z6ROD&#OJ!_dxfE$ZNT zVP5H3S6hu=m)Kr(5r`J18yMAL7qRNR5QnKpt_6uF0x0CsrtU;0QAZaL_XRCOq8tLv zqQX5WD?*fVQG+55vP%^W(2{*KcJm+|n$(h99fw1^=cjVvid^O&C1lmm(D!X2C-bu2^|zBDE4H6AGDr#*VJ+WvMo-nsj1dx*5;16Ek^(#c?&Yp zsLc-w~h;wCTtRV=Tq6lP8ViN9D~E%0MH%(-B`w!J0G?!!g3-@+B_{{b4_`>{ zk)gJ4F>J~3O1G9%jbpvB32$)1l!k&@L(Kolg#>zObo`n(8AYfunV6@YOJDmzvwxSe zu|mI&u$OFYFgzEuyENt`7mc{f`=?SHK<}bnLqmG_evhv>im!Jbl+VZ$-^HD7)!Y^# zyYu$26eEz5#`g%eRMD=IJ2wxyi50ao6}cN&6MMx+yWs+B8y)o#;vQ& z9~%&K(@0OQ8C&>1r!$K8u}&_VGG;+g(|t1rh4h%593obTz}hTH>r;ubX=4G;=|12fo4dqoY^M zqA&GYjO#GHT59^bDi3n97bx~trm+4CwjV9H$UsYvXT4m0>H5yTnP9^gmcL@QvaN?D z=`&UVk0NQ}y}+$OY>p>kdt+?Z!cB8YyuI9KMVG&8Gm?N%IQ;c?QNXKc#1)=*xlcA4dbd+v$=Ci@!BAF9>erMDrBPx2nLh7(GO(6W^_XQ7I&0v< zc&|=lW3Vw_(J#h|#r)En1ob4dX=O$FR?*kqMDJ%tBhg&xL|;%q)Sp^AzTxKtF(eXcz0bShpE)^ zoJqrmaM|VjNW=5CH5C7jBf#%y% zl%wK_4A+B7pU~;0V(1+(6My;+NSEl28yp8;E^@xrzZAH`Ng**=|v9DS{6HN#@jl ztiL}}^vE6rlo8N)4irqV;fHY-d}6uiSjYkv^trn0kgoF+-74;)c}YB>DewAEL2stF zGu@o#A3x>;RV3x{)I|znaxgxBc@?xi_u@mCNP-heZB?`azQHeLkxqM;{9G^h&Dsdq zs5~|Vt_$7Xl@d)zdKS_H;lX57OOU|YZ#(4ZY*zt5TuH6W>H;TW-WWv-5}Clk`LU&B z7k7}c<&R@DTm3*Ah49(AvCph68)=2{DH3GMdBQ3=KcbXnDf56(8=0Wn^~xN%t*ahZ!pBC7 zQ*b`D!f5(fOfadd^l0S~ybJO@QeiY8FsUtU~=udT(!(w}2pLRw5;h@&BWO#IOvA zDHkK;r5`tFN|!4{RS?{d!OKWPwXK*t+%KRi?C!t-7!Qb5M|UoR)4e3~qrqpv?zOWs z1{XE(Cb@?{!8;oFqOg+VS=mC4N2Wt`#oryaIr}b~FpA-SC%#KICwyhQv4OTumD3R& z2PHdQ2Lx=J{7+@7-940Rqn_IeP91LXHq#_)qAg90-|w29aqD|z$pJiS5s$;g;F4V= zG=t@YW1qSjEQK+f9&s{U3xPfCQ6*kgYwqZHIyz%e%qa-(laz?y9kK?$uHj~UCBRWs z%x!dSUwa4YRd+dTi)x76X4I5(H=kdNYNG;Z^+A4Z28cW%A9sxT`l;zD%Bx;13A+@uM(3jS})D|YHVQ9TVe_N&0m zV6CRm2kQ4hHeStiG!n1$iR$e##)HdzCdWdj^fi${gf~{VHc(^VKK5?|jG=1D|`H*8pRxb-c1(SF4aa<^m<*PN4}< z-ku%$loUhSrU4mLV}y5I8NuX;18impYnTNB_fr{SGtwKPvnF-fO|PAnn|C$sdD^q$ z^xaw?EryiZ;jay>H_)b|dO`INsV0r93@rebQM1`=Yvy-Ud)@^iVuoy3hi4<8?K(d3}y@w2H(pP5_NrY*)Z%u%$6ZA=f*b z$Dl)JfqvWI+}v1_Y6_@6`Sn z#%mnjaCSxSL%nxGstMi(`k6*`3zDYHkh~hTQhB|B*8>ri=XT!wTSj4;w-7a_k-*m; zTZtnlyv^%9nQ%$N<6g<^8x9x3LZOImkrmL*KpN`lHbPA@i-ipdA5=5V8t~^9X8Pw^ zhB095SU9to;V5{VTlSGC>Gp%VvF|vQnrFPp-sXxPbbi0hRCnv_xcL~)oR68hG+HO3 z9i@6#AQ*&xx6P9Ine}GxiIHk&b}A~#T*)F#NX6~q5wA>Y7wR{Q{*IhACfQ}jlKm5@RO0Pw>mQaco1mD!p8Gb% zRc|Y+^ZOV0WSf|gNGSdQfD&gxq2>dk)nM7ZYNJ`p77?FZ}>mf%gFP4U5R*!o2T7B;L)jtZGQBjd;Xi{VT6T2qF~O z?B*XlIS2ur4xh^2o#k}#81AXzOI!s`EdP8Xy~ z1ZF`$ZN!04K@rj>KLdE>QBf*2dS|^aNWrw3s~i_JlOTzngaTz{7_p8?r}bL>Q=V*& z7J`)uR&D=1c598m;7pIfCD+7}18Ivo-bXO`+1Qw;w7x5h)6{F%;>0 zTWGgD>5d$)QRf0-{n-W;#uD3FDfje#K6+}S?j>STpSzf)~Hp?P)T`yq@IrMAoBt6iQ#h}`;?K*HXw($!Y-|U z4d3(a&$)l^OU69FSy-geqj6KJzZS=&ckqR_*cN7@j3TM&lKPN#Zz{%X=q29Kz;}US zWQAg^)`$Ct0bn;nr)ur0Tx6X zivJS^ezGfTqtzvn)4bXU=sJWf1U`U~kiXaLJsf(u3+}zwp|=x=E6T6uXRBIe5H>4; z;=ols4~{0=1Ot~Iq?pJ{yW|jnz<}zYO)D@(^24MPFx_iZhLBsBL(4RNE=kf-S0CT= zWpn#RdIM$9k)c&mV>@cm$^-7#ogQG~ah#&c)l$c&nw|euFA|h@Dq7gIPr*<=AT zJhGJ_gxMbfS_!kX-=wPRV0ENF^f>h^?X`ZZG9NycaHPG)9;+WP{)wgm^l_(jaEoXQ z_Ol+%*mORuKh`4+08M^GR!S^*06ayg+Xs>>am&yrJcpG?-xrvcNmx0NYenr{LVDo< z&s=v#mbZY6{fR#yx33~wD&tASkT{3i2kPCEelaSBhK^~VL=3Lxts>@>8W2%9g@iwI zR^-Ul1Hj4`*A5Xo8e~&Q73Ii)?Ph(QHpUzM!EAp*SC1oht(>YQu_?3X+ZTW&|A43# zrlrBFnZ<(S-Cf!~z$uXFH?q{wzMYS;xuqK3{w_v=JLz~OTJ$%bbpTKF`*fIRkN1M8 z1Y_#-7<9sl{Cm6>*~?#^9Fa5@=_q5tb5SA`2kh?2_qce>3=dqC2dsCNKP=ey!dixs zvmJ4*{#YD-9W0QT*0x&mQ`U}>vGYx3%d)>&OEg6pI^6)x{u`&65%XV&#*_?z! zz$DRnd^a68@-LDqOPgVjSJN@4pFm@N|;CYcJnxK|)`hadpT0jxxVwd7ADX)Dk z0mbF3Vr(}FM8d2qWD@r%tWE(XR31gBXW$cD1s&-y3#mEfwBVTmTTPNKizh#ED_HJ< z@c$taJ$olW@T)-B(B|e_`dv%+72mVn>oyzK4%M^zwl9<%s6$Bvtcr)Ebk_dqf89`f zfY@e-hlUPn3lh&lOh6uV`Wq9g`CfG`G(E=K;59y$#YKEZcXZAT{F7Y0V3Pg2cP@$m zg5Am-23$S{pbm<#UuMEF+6S)P_Cnq$D1Sc5=DSqQa;|H=P1#?6;ZQ&1SwZmmqxv}Q zwO8u#-?AAP4Qx#>lQv|TUT-;~?6nU6)@7XQoJ8HPRnUk;Q*nyPc96*RbG!@Ev<2hu zavG1DIMX4{ou>y~`S4aF`q2)Q6O#fY9*X#*W+avub#z%Q5785HHSanPY6Xanolz5( z3=>UCKoc)f6XKjs>6)QcUCPd1Q160xRo~iLMBBuEAkQMlfQ8-K{z#n^yGylqc(K(U zfT4Fi1n1N%@bkn~^UK%~!Hm9hd^TvGHK&I^Ud;D+2XVz9Q&?sIJy_!x$TUK@3_~v3 zxoHmWamdV=Jlo1u?7nhG_+PdtN35P*B=%D~^Km8?Wm(39t|jt~dP1SN)OceGSjg|$Y?Vev zJSL+5$~9NADYcWW)ZI~UQ_>+$e5?T;g+0~85p+N%@_jhGPEQljVxn*i`~e(|0x?h1 zw(VZ|6?C3N1|PK|`i3iMGBJ!=Q3189nW9XEqayO9Io^&%658L)Z=-VdoBAd*3G~#G z)aUi2!GO9Cqp@b4iyuHcg#-OwOep3Q3g0Ab!_FWmKy6UF_NJ(H_aW`ndBU-&b!4ilsPclA2)2PipTT0vVK2<^8ko zYq|w`W=y3?9AWZh11*;qJH70H%jVHBAHLM6z^TK7!N$~QMK_`|)?D5EeiPw51Mr;b z1%$i`M}3~Ykr_GTEs14*IHB@?*+ANdNZDPX>>|-v5ZKO8l(^+3*E56uF7+!Ux5E=6 zi4IA{xuk$`O~S@gQJlTkTDHAm!K{-#deFbaOAYtX-h1!i5*vL>fyJW<{R0|6rks?# zOV{D;1lV-zu~;}#nPER>!v^}8ZpMiIqtP??19ggamyeFMuNJTRMPW=VN&%x$7jybS zAa8wweV6>MZ@`U3weQ<&PchHKBCPDxk6^}Dn^dyIYkZUP{)Ksv)4sIA9Dm9u>Y@C5 z-M7QFF$MhFuE?x@r@y-;IW_qu+hvl5WgwRG*Mwnm$TOx0Fm<`fekU#8GuWzb+Sos zsbN`YI=_>bVDu6~9|o69Qsn}RUTwLP$#X#Ns?oSH}oX=w4tZv9qWoxKBo?O`fY=!Rwm|9^HG-b zUFK!Yt_F47HRS$%e<9WPcFl*ni3AoNK&NF!EV$m~{XQ5m+qkjC!Axqwv9xWRCV*|Q zqBKt4$^;%x%>C;LB6~E?Z(~D|qw7)812-L-aX}w|2yfEi@VB4CkRRT!pG7@o4pD7G zh~^T=r(z~!_8@%Y zj>dX*l2;Q%7~q{1jda}VWBabb*99%+G7IlSvh{_0ThQ<>fa|!vcT3r!7BsI(F&Slf zfCOQV`03KS_vK8II`y zLgCUx8}?q?Bl8v6J_}|=G+T8jAaYL?VHE|%YKp%1CrrJI(G49E<8WxK_-q&z`(u2B zN&Vx*TWhxk_eA$cmu5%fz3T&78G3a!zx;~G3w(S=n`Km=aXc`? z^Jp1JzDVo8rY4$`kJV|Ny&#YOs18S~t)-$5%28Ua)lY}KP~&8&a4cANx=yT(uFzZ} z1`dKtc%BV9MgDzA-8(SN=&(*Qq9egtG&!)_!5z40$6VFfdX*E%9H&m zEkGZ}^B;QW?`t#`=2-`?Z5%!J8e^j;$$G9iz-5clE@nx1|0T*I|j3zxQ`E*^|rdt?BZ7S5U7~=?QH}u#*%~4t1|_?*`_2A|#4!9fu{qByQcdk%6U;7I zaJ)ess@0UExWAzGBe%dgpgJ||!(kT~5lBwWyYI)t$3i(Y=-4=7Irc@vIys( za&z{oYU(eMR22KiGCKH8zoP!Zo2uh`lN}|s?BLY0?J-FsJ8Mj;(rWL?8I0AR5f`Or zW;}0Wgc_;TaQWr+E7qL%p4E*QB@Nyxm*0R@OLSVPsjGZ4YYb?Bm6IJsf$} zUwHaR6DzP~Hq3s2D+_ZVD#fC`q=D@&yIc@MoIl^bO2SIUvphSg1&>(SCQ6jSxe>ho z`#xDsS`L?~lyt9f_?h0)8y^|6U|JI!PkOaUF?=XXA5&;EZ6ZpGXk3jOidVa%;-J6Y zqFchHnI*OXQ0NU(g?H#Eo%QWSZGe)xO8x{VgAty&u6T{rzX>3@-020{^1r}XlvtRNDJ^}j89 zvxJ5n-t8BM?(6~Gs?5~e6yshVlYG+GIUHQt%-d0Qd?*OmPTD^(m?!zpnxj83Pt8(lV3zXxtOUiG2`|5v&9T(c^+GtHe|0KZ zWDTgL43W6MyY!QiQh#7?Q$GgZvGz-xUEulbkE^To2D8u^63dpa)LX0Yy6@1DsSs5b z4r*$28GqK5d#HhvT^1H;Azj@WzyM@GPDhM3!E|U`cc?+!@Xmu9zktAOm8!LE>I{s*Ak2!u!MFV^t%N>z-#4f*d%#>k;3+H&jynXbZ1 zmsYaxwr`n7#%y!!;WK;UIc?%YDa)3*u}_h^&g&**srBR@G-Jh)*t4PJJhCFiYkP>3 ztfAO1VIXhD;)*RS`ka-ayqkt`bZcz`P-b=DTbunG&hfQ^dznpOkl7xdK=5oG_qmw# z4K75bm&5)@QYakO^)e+1RV?Fs9|m5Vj|}D%oYV55ZMW)tS-_WO$)@ zKLH|Ql4hItA(^vLA|?O?Pc-juXmxRtmhO`UF~kS$D>yZC0k7~qqcrfz8&Z!rl86B zrp0cL^b=4K2C@>?fRAc3^T15O8lm9AR<(<8QwIOMSLI!?AV-XVpJwrRK^*(b45UQjgVG5SwHv zOg&w^&_(DFvQb@saje%)6Zir0SYu z@rt-mx%Fo01NUFx$NkK$j}s;Z0)aO!1gOnnpP~v3(m|DY1QWTsOaHFxKShyrx*@h zN`xO59-}a4MfUFT7()TdgyYb8Jn%4nl)$~+r7C8a@$;Oohn*d47e#cVOGgil=N~N` zm^bbYVv;=Esh|~|?4C9eKQg?6I(@M z%JcZ07c^wxN1eP1P{x4WbyxMNuliqz`X+^xImFkDY6gtCKf#PuLR8AxpY~5wQLl2A zHc}oz;+xUZhwq7pVGME*c*txCOV7y^;Vt_KN#!ajA zEIRnuzASl$=5!AvfP5)i0NFxk>D?UgcYD^6&<*}KwS<2N z#CBV#6?0coYSfQN-|5G{-ef-0x{p@ids{9jXZ6-zxme-g_~UAP59IEyU__ck&_csA zOrIg{n^eKGT9FX)+*j50GjrqG?v9{69DO1uGd-N_WJ{O(^m_hfMSpNcoP!O-uW*3A ztqwFFj=PaM23JN6UEC9CesQdQew)e^Itvkci{4lq7MPTB}uLNc|`!CFjb}f zPm?pS=U3dstvkzM8tej}tIpbH3_dzY7lF6uM8lv{xn7-gbZ#jL1A~6xqm9|)gHGMt zR|UqC+P6ox?y8N> z9Yl=u5Mjx=rChJ?E;Vwd_r+$NFm|pcXVpqdq}W_dbB)~Ni3vk@yxvI6S)YaQ6U8t6z;K+<3%P7ghDLy2(oqu6pY z{a<5??M+UV2+^UimjAMO2JZVosUcUzHU5+ElapjyA0dN)tgfBM zw0X(b>Xt>@2Doxsi{-Hkvt4YY0P`3=f#mgbX7jWu)mL=8L#V`1u0degqcq0lniUFe zXnjrw5`ic3+^BO|YgXtE0yA-vzRLOz^N^u{`@e!AE4AR_{Bz20vT|Vv*f_@y5BdBG zzQZ;=8ladK+Zr{fao;G&QHaw0F^7ujFND*uiEcDI6Xa*`utxcEk`M;kG)st<|fk z)Q~po$umr`CE&p*f{|Gs?PSx8IUig24tbK#q4)^bid?5F|B0N__%zKCa+PyYs-}_B zQP7hk``~Mmj6yL-TNmtW+tE17DORR^>ON*nxtOj9(T1NzEA)VqJVs|Yd?YtelCJ%H zVr0UxxTXF2Me z8e_4PI}y+?C|(P28I3s0UzPI&l|O`Au{1d^{Nd?11wJ>zy4!x~dzXCM)RsMeT$TzB5VU zoVm%ikR`)3?{NUVyIAqNuZG|ohh1&7C$!ebs^}rP^)X&IpF>Q2u?fGG&B{Z~G@v3C zuq^|pixtuziv$;wm%H<^+1Z!ZQ~bOyQ_Jw_9q#SgZung>%@knMBLIyx*WnktS+R5P z5r(t;vhr-(90tkuoKmtcsz!vuz!mL2!I8jS;_JCbt(X8lr(BP(#b=Z?-MP?0w$*IN zuQG5{PczM$l>T<7CdL!q_|KF$56Z}H+ zBO^alzdG1919=pSz|gKMq!^{S;=#vacXQr=@|&xNB^kVyr%zqeJiy3I4w9PY8eJv- z!=?uJ*To@0hC1f!QSOKUkFw1D`=q*BfiXQ3ot1cJLMF4eQ3A<`VmFr7eE4jV5@6Qu zgTh$qe*|oD^B_nqC(CpS2~@W+QHu&a>BgsnA&hnTayxiY3+^vsc9$#Q!9=PUOXAY( zmE0IgM{A5?05$Y0dnNDWIUz8JWX^-dZ8BuEeA;A`u6i1Ag0G47KfIHVDm)gbhJ#5P zA9=a$-qJloKlZ*1CFAGTBB#%`vaiKPT2fn7=q0EBY@jmX%OL97UYA*EEs?$3OZb*# zm4U|3DfObt2Pj|Yh*SBlVe`e;#{(_pqviH>!0=}XSi+SqHg>+ca*)5)FO7_tUMRIM z{Qy{jZ~$7!V^lq%6K=vtB?d=f^X1Sv^?J&=5mf#?Yldf=T zt?UaM`bplUG7;GlmkRk_xb6z7}>>$Gxk`gf5ao1Mw=Xo16%K>Xpya)wDp8-zn zf3HfOv40^#xbjpBn+&;CkF)bJw43U7olEN!9n_3Fpd>ga?W5-H8r4lL++FYUh;xk3 zQ3Lc01aLS+8wb;MT6vo0XP6Qi(H@NWQ(@g%rWZZ@9%QW`;XC!VsCfeqj>m5&`|n`m zi<6PRM;3rjel*ym{~0?GoU#s6{_IwyjB+Zi8fAkt@IR`FbcH^McvJ2H?*K)j z4EM!bZe5(M7?uiCf&f?jxhA_{7WDxD?AATt1Npn$W2B4GLNFYQN`Xe5c?)}pEu||d z9>cGjT#>lbg;%^)FyqTof)EaldndH~j>8ypTH@o3v~huz0DLGabUf}YHV^Lo?;m9` z_x?=`V?Bh{0f>p*r!~yQ*|ZxX6 zg6TC<01t*fy__)NW?0ZLkjnmHunx9iXTk2-7Uu+y6IbD2I%Zw>|FP@wO~RQlGS?CG zO@0aH2UyCNc zK_A^3lTGXm+ZY^7u8OUNPJ&rMhVg?ESX{l9JUy$2r`6oUL^5ymO4#1*Iu99JLrmLI zCvLDE$kMTTob0X;z9dX%^Z^l!eK05*$f&wFNd9u#^iLlL*8RfU)t_FErkzrMvup?? zp20-b$%47y?L9pC8u+1SFruS|LJ}U4eS}5KYW=z&PHV9BSgBT--N0Ycq4&d)@1=cM z9$lMp6v2?_`0i&JU3mcw8wm|He2r>sw*}UIEa!8?`j!3$L+IHiBlJqah?{p%^|>ug za|18m=E>gM>VhyqJlgBG>NK7Ss$jwZo#}LHXmXw_vyGl(NKOMBp$QozbTWA`p6&Oh zUrHm^);`WQnCptTc4QR9UqP{Rv!RTi@5ICaelZ_}iX{8|NYLKD)I``!h+PBDl1KPE zW6wsfO-@K*h~GrI*bqiML+F+TXc1C-9+GbN^S%EBDftTZD3woP4=knY_{h;E4;!|4 zB3lT0x=J@v^%BZq_1|+SpDjztuj+x{s7IKbuV>!p#C@~ukMEyGGL6zi4@PnJZPCRh zUm46@eHX?1O!R>THt?^WE;3=G%KtE8Td*VvAS|bcz)jZ##*jQ*`S0SDYmxm3i6IxP zKM3_1mg1J|`TFWdYdLNK@;fv4Vek1UidS5#$^b)S_P?FbZ=Ew*W#wQXUQ9C#eB9gV zzI)&(5A)HXU|~0T>8#cmz>WiGG8RHle}RP@alpQI%n7)CC|ws;=I=huQl!}7Otjf` zoo3a6Xh^qPaF!i@@M;aJ0DkKkx|VyI4ZomWq{3fupXQQ@jxu<%c)wlK4(2$A@*jBN zE=udk4gq31$ov9|7#=V;U;e2!_QT+N1MiPXylJM!FJ$hkJAbHNXLx17#;T>^Rn`a+>$Q+EV0rW#ZE{ z;$Vv4$BsrxpH5WlXHU4 zhKf8(r8-`#v{!xmqiF?(6!%bC(ym(*UD&4puty$qq~ZH^jZV}J=A<3hiceu_=? z9~JUSY>^Zr9z4BKM}*ntx)whwP->LN>#ni>mpHnaLeZ|rliNJ(?1wot!K|r}Lge(b zGd--yHw2)oLn;cXVK&FA1#S5rur}%u_xjgYOm__@-Zs&i{k&~Fk{xrLQ%uSW=B=C% zNmbGWQQZSFTLY%{LsZDUHz!Jb1E&B$eF{=ZgG`Ye{)#o`q3sw;Ef!6qA2+XK)l-JV z%9IBhDaw;ejhD6>^TyhC#68uWo_;D_n@@wC?tMk%+s?}Zu^v4a=lV+ar9}ArftXs2 z36e0pLKm^E$3v&aFe!J)H;ZN-Wd~sZSRxNoJ^sp~6bGq!2x*<15{MX#r>MK+{b$hY z7h74nU%(heq=1EAw-cquMCBpZxv_fq=%=BL(P!lURpqd43$~GMI3LSAJ8c;M&G0_qU?hY}xvRtU4+11A~+DcmL zH5edRdI8`ia?I&@tO9Vf4NIM%2emdDJNl!g&9cb`iXZ}anr2)8=$!0jB{vPAz~ciM z(Qi6-D<2h429BzBFlH8m&1GFUzf>vy8-noYn)jxF*_SpIeIqkIe+>2bu?P!_UUH1(~lff0bb(8k;=e=LS5cn(>)}vwHH*Tu^Fdwof7Lp@@duX16U4QM$TS(WT z@Nb}o=i=D>nF#8h9n%YpieaZK9gMWh@pYyzvTOQ%Q;DUeKeNi?gFv$Ge8S~~D;rrH z84F;bT$k128s^h|+84?mCBOR1xop3+-XPgIyAfq2pKf{ZC(Re0YRdP(@Vv0g`?kZk zL(wHZq#z;~n^6pj&)=!>YYNG^rUoPkIcx4|bIT_Foe5b2;@cO73@Fqss!`v94!+Ds%x>3+SKmps49tu?4bR3JFBz6vm>pHIFzkQZA%VYUqPL=3H;?sJ z8L%+-nZ)7kr=HDgr1jFve|;3wmRs z?vSVXAqoLJF$4}(?M5wwHcSyH!Nrh7XJl@%f~JTJ0Jc~c2FKw18m_RayA-{#s?=25 zc@jhdXx-Zk%Xw|QwxS; zcy&0v3z@YcG=j;Bjjk%epy-abO^h7d(1LF_72a9s4WNEm`t^&Q44S%{>PW+9xVdO3hQS+}gYF{?S%P090dHrYbOEr%EhA4}kK1WRH>oAQ&lmjGJ zXfAy@&F3mKlf{p{357o~yVjri1K|YK?Y4U+r$rOO7KI5Ld5rQ0se1!v?EIeio&5e^ z)vl-otCqNK|KDgw`-f6HiRe3Q;RYI$rHia9KoXIDP~iwgR7n~9sW(@Me(exRryhcB8GCB+Gh&mLN%T6$L)j|!GFJ;K zezN5*)tu;5Ap)O&yx6I_&71YunnRI3-}x|0pD29`tK$+~IEws+6fnvNhgU-;+vC~6 zC$ux93g{bOlUmn@&1q`@Sgf(KnRhVD@aEue3Ks2r(yaHE>k}xbtR2Mdegt35ySeyi zZ}@Y*I6rP?3Jo<2_bWh<)o_Alhd56(ZzXy;l=wFtSE~Ht8e8!@=cqfkZF*$zlfK2u9r($i ziW#A-p6L4*9_yMp)S%=$K?fZiY!hiYN{02_~kQN4RX3l{MYV;TTTUa8b=@xvmt zHQV3TQ1y+%Mh1^4GRa3Q4vOY_rcTgPgx<`=$!t+>rNJtXR=t%Nq`pH%ec!X+oo%&; zqYSWm1N`D5E^Uu2$`UorBwX8`^COZFQHqR`ro6EnqIo>_^O!SY? z|I;(`k8u90=l6fH(tk005G(-XAHV)bfx)lYo z|1!{j92m4A4DH`>$c8Wo02%-s^4~m`7y$dPyZeFuk5dw>i763qun^D_s3^-2c-q;T z5HK^zdjId#8$i)Q{{>J7`T?M|eY2n@PG#D&uH<@B9RUTWQMN?jz?IqCcIJ6@G6k-> zpVWzJz9s7u`5qN%pJXAau2tUD%8|{e_R$4-|2(_JkYQxL^QZjWXgd?k{QmLI$$f~q zog;%mbMIBq=@U2Yo-F4yo5*n|vj;IwYR)w>OIybEiyoC(8U){pm}aiF>nURvb6=Y@ zdBH~9hAq7>k|O57!cCHMdH{!pR*~$+xUQjG4L|A(!sx8_9X~?>hzJ44Z2T7WPxBHt zJHQ6J*e(GDjvrr7OHsE~Az#_|uNnuRs(R!6U*_4tMm&EvjIJf4hW}`UTb4@y4yv^CIosHG@JB2#aJj=Pg&Wgm;aFd>h1UlVH0_JIE}PE*E_e^f%yx1G?DV7;THrJg#!gkH^}zdRDVv_<9tnjuF1j=usPm$u8^z;T+q${ek_`|&jm(h6U>Ra@ zuAOvQ(@j@Gd7r8JvzJQ&aHNE*Xa{T!z^Ex<;*@frteqVpHk%eD->lzU37Z)jFv78> zPQPrcpG|K{W7e5Br8w-Bnda)V+r493!IByFpm($(@EIQOok}lT2G|96lEMVgvkq0z zDugdY&$-bf${E4d)rj|)k6rb$JvvOZ`ZE32MW9Tml-0^+`N|e?|5^=PhULIxOGA7>jBFp$WOV4KdSbKiQ zel_cI$Av_YLuOiq3-aJi|Gpjh;O+u3Vh_{+V!>Qudx4DGgbzQ!ne&sL4~;_Ju;${q zgWb~Ab8Ae^JaQQeCcemhpkn&_UE7SNEm-^IsQ;Nl4yPS(!qe+&!iRu_76Ra@xD2Dw zrlaMn&LlUBYhW?A;K~gGkD%G~D?vw}P?0wvvR*QFbVZ~qijebu`7~U`z&r2cY^S!S+$(&o4C*;GkjmYyq#Ks63>Oq4_t^FP5S1x z!DvS0&Ng?uwe)b;R$gOm>9u#vK10W29z%G--o%w0K=!@ZMy{3qC}j(XYx9;q7rI5O z(!xU+kncz{LSFy;U_*?-f!{G>xLxMuj^GgmzqY6rLyX;bP&EcOLM#8cj){-2sytjw z;3G9&^RHzUoQV#v_{5Co*#P8anI;?jq~XAHk|`wBKIVq@qw}>dkmiYw#%SA=T=RuS zD+@FlQ%}k5!+p^3b@F>;j3M{TD92L6EP zSizlxs2E3aStyBzF}ub0LPQPZ-td-Dv^x0n71(pddoawwK|;mLWfC)CKPu|)YKMSO z`l-{PwP?g=wbmrHj`I_5BcKy%2VKrY%J@q{cj?qIF7o#P-f@XJB@SsVu{g}~5Mz1N=(#t|}%Dq6JBgxG*zGfz?+9>{;)np(qp8rlCu(e1_&L_rK# zw^=OeD9J6ckU6}7&{JEjFosb|v?p2S_)^zMp|2-ZYNB{?vbq&38l~;Yh$stHv`lA` z`6x}XG^NZ|)M_wP_3Np+Iep>9IkA30Fdv96F##shQa7{&$qlmP)JofD;`>(l8m3mF z5k2b(&03oxNz;}hi6=;@=u$TXpJmWb2zg50KTur*#&#)^*8eI}%l?ZVmG_x5E;{=P zSM_A+B1XFg%JR&Vpw+2LTd@NqIw-{~>jfIVE=1Tj-KD_ha=$xyZ-!)hFYS7TUixL6bv&66wR%VJmWT^wd1%PYOisi{fTgfGMNbkIIFKL@ zYoV8_fK?FyQTK}ZYd^HKYsI+)CTOz3C!-T45Cjv$kMYR($)C6Is2sS_!c2WL!I+Sk zvhL!gyj;6j?7&1<;pmzKyJG=h4g$jaTOni8uQE3XpLx_8c57v5N}@Kbs;}w%&(Q9p z;mAA^)d5~e=MmsbcCO|M*7R}cM6B3*y3h$tlZ@8|UZw_kNAZTJpRm-5xp>SSl+d~{ z$`V|Ai0t^@-Z#|RI(JSnq@ZZQ3sWNS%}Ft$Sh#Lc@`nY<2RM}(Kj2r75>-9K55iKA zeKzbiZ5ipPP(nSOWpu%%3pmkS$5t_N~@` z2q3*BWXEvq3*YtwcFqL@TfqWQ;7n@@Kq`kms5zxqDwy8{8clYw5AY%q#9qxonC$GOzwNS;+eindNtwKwzzlLRjHIiHf? z&qXYeb(8%p(lKCie{H5=^5Cr*RitUT1Q09LW;*GGrwv=*x@Ymi>ouTrvs~e$X?;F3fgJ12VA|#Tinf=HLM4Osw7GmogE3r>>Ch9JB>adB5bO z2|3lw{4kk#y_zGs{WlVh*7E#7OkQXy11pRvG7zus^Dv+Em9i4sb|GwA8`w61$wEN| z%zRRkr5|q_ylaO$-*OIyV%Wmnfnvg4An`2rrui4nSl@HOgKU7!Op*Z!1K%VK!)=|2 z)@<(TSSM=D6f=@yhl&@F@(ctlU7%9+*2oB#E#kH84Q_c>y2|w`i5P+j6bi_V}&5f*{*|ZhbA$AvIrpBy}?C2>XkLmZi4m z{4r&LDWzLv`Ro4myEvlB@HMTdF;q;)KH_HG!K5B>#OhA=XV0M|G zx=!ugI4mGHpjL;hR?vegyxTv!W;BrcT_n*A50}Y4Qb~NGLOMr??GNuV1^0b$5bl+p zNHWSAqXJRTi^XGm+oLotnEgaz&~CGW8q9ss&Y)7=&Y<{rveiWlQ?_w5Hkkt$BV17# z*u?v@J$-Q4WqTvctEB`lZ-NQeFhbMQRA=-tX(-{xYH?P}4$-w9vJjrE z64feL9*}hDsN89!b$e)TjjYc?_8NPvtFCxBQ#{v?>1LZHNkT^(6p|bCj(B}RizxFQ z^GdI0PM2xV$&RmW_LU-Hzp%MH91|1ZL5qo$bLBQ#E?De}>u1OP0!9?_iXo$66=E*q zok2C}LyjwV@<1JoVi?bMwlI4}%NO?0s=L)AMD1py@UgO&%Z=uv8l|Fps7{Psvi6M^ zVBbZS=BbN-Sx0qY>C@SadV9~n7fo8Pl93fZ|bG@N0Df^`f+De6R zD-m#NF87S-Z)M4rQf1V~a4189p{6ZL{jiYad<_vasAo?%<~R;6et}^aL%~o7S9UiW zUdGcSfAi`y$`z*u>!ob&uJ4JuJCM?1N;CCGv1hXBYC>`N~!_|y5je8P*74#6eM6z|3nE4sY}(y!5@mw20h->6>C3V=sp zS$;tV4aTyX{Rna>4CdB2cOYfR3X2MNz(9RG!_d2FmXUs;^)Oa36013< z^C$xSlw1mticd5|g%)_PT&eQv;La0>FMh0%Ry%5yzFjB3S-;#Hrhcz85^|GJ4XS=H z2TiAJiNcl;tAyGYh)u1bztU~bh|Wp)V2>SBavz%4;y;i!hf=t^sINroCNoPEe9TN* zz3j1c!2e_oe)yH+dlf1(x(pv{I8e}D#K|WHzbPL}*NN&b>7DA0_I0c}i3x{ZUST7S zkT>l7p=~tR)i4MMcvxP;u_r0^3(Cq5=;6qfTi2+)jh1JO`W-r61?csnU8=gaSq|di ze2IOV>4hzdma!JdkIrIc?ufv3@#o);>j*dWIX@md$j%KQT~+kU=SMK(7N$kRt46&J zF9e?}gyR>{^dcSg=VSn?bQ$Zi1QPCoT(*B{843#hpse{rKT`1o_F`QiAe4(@+IM@s zA|vkh`HRdbd|OLP&e<>KuW*_(#r03FS_BbomWIP5UN(t($LQkd5ZzeGqJb+kq7*1$ zTVgz&=mQqGtOeq7~vb@UvMs+^yZ-$ym0DK|_zVw{EDosCvOQgD1-$@QhLrd_jZ_6jj!-sdxEKe7+uuIs>V zmh7Zux_IB>rC*Gk0m}V$m#V!Fc+^OzQI?w{FtW}H9UbsERU4*c_XD&Kar3=nDU^RT zj2WFCI&1AyseUp@fu+?HA#tLXr7!f-!-EDXfOXf7f3L9) zlS;%#pMZFGrE}W{xg{$8h({XQZQMCI-95n`eEH${XA#c~jV4nMi*mHRE zVNa>sI~G^OV}>v5n?|6}3hnLGK{^i0t$k=kzhvpmR=2Gcta8`1@^iwW`|642aY_AH zRst*GicTCrHbFVSc!;VL%pXHc+xaq_OnaBdALeMYs>WihXj8l8UAwyIPF0;7 z*5}P)`Z)dAI|YJOYnp}Le7LtSP)I4eRL_(0X*gF z!x2G=k~_2@R{;R)%Ba^vseGA&3ebBtki9_(PY79BQa6Z9eH92v45M-zDt1XMns9MK z)}VYjqOO;?<8te&b8Z47;u72zT#h>YrLuzN&CI%SswTP7;5~zNn5 zZtx{7Bb1+o`sjx>%^yoaQ^I!0bSi2*`GN>~w3PQ%_J|M$B8d*NSjCAJrSWM%`Y5bI zQ?>B6ML0y8I_Ss!V-#wmyi+?7=va;ft`o+3Z@0BM+;fdDlV)vuTB&eWfVoUcPfRS+ zowz>BWfx~caNZvx9P9?XHr*CJEV}S{3`<`j@W( z@+pDd=b&2)^F>ScS#bqfez>Pn??T^iu|Zx0tbXc+NZ#bO7I}vfvX}r6QE@2%v+%-; zx%ob0p9!bhn-W+I(G#4~-%L*~-yO9U9u1&Ldw_X`rD@iid@9>cv>ds$Erfo!6Z~jT z!9s^lEfov3L&}>2uTX_k-{WP#VPQ$>y-?$RvYAT!%cjvh-D_IiNfB_y0JHgb(ou0s zdLHm-t4R|k0%hHY@e&$FWD{RB?i)PWt5Ve3?Jz**8X^VFy$=M4TTq39t zm&vvom^D$?RRP%S=rHy#^Yd3<`fgtsKKx6DMuMTjhIJTI7~;Xl?5Sz_kt)~;`hk%@ znqvsgKDJ=K8hpL843hOWTC^Lmocr{~#b6i;VGXY;djj>2d04MxP6-w%P31Y+!^fp9 zjZ4JznpqDC@P2pGwkHN0zgsPvI10g!r}oOM`Zfj!o2`cpPF{5y`;LlNjpqCoC=)O) zsBT-%&ykNK$`~6Q(IP>CA-nxiYv5HNZ>N0sFSZM|Jvii^i~ZyAotCDrEQelW+hMJ_ z)_9HcJ1MiohQ~>nnqLp&f8o+nw@^aQXfD<>B5VhU`*5`bC4D8XU)1S-oRd>B{pja# z&M_-EuIA*ypW9njaVY{ijL%*@Wzc`swioWgWHDUs1#Dr0C7*5aYG|C_tLOzp3)wqT zI67B1tz~_{Mu~Un`pzVQ^Fp|ICd% zIE&?CGC4mI)$w0BEPBVvTi^CVM&2*A-ZlTAH3H*wJc(3l$#9n(LWE|@>WQ{waI}Z+ zCbX2Fz6`~zdw{rki`?We3Ok4Xb|w#?0nodqIam~@Lt$vY?EO@{o5z&`-6W{H!9-g{ zP{CcI57=E??lmYOx;Z_prFL%?E^cz)c8->Mh^%E=9G&ZN*{Yky_`kYKt-RFT&c5n?iOZHIVvnqcwYaT#P* zGUV}wW719;$|#cvVOx+ppdO(`49|ukj&l56LYhE03H7zS3pUFxfs6!$!J}-S(>eBt zV}moU3W$P$q~7@mk6Z0)ZF?ZQA8iCVkW79dE!2h%t!rl-7TTK?0iplEHzu0m0vl79 zElw6lgmh1-XV}pN8Xg8R{~54ddx}q__Cv@xV{O2RoceT76-32Z4wL?EINNhzXdJgK zo2Par45PDk3gJMxWl-9(2Wti|W^7s4pdLuUGtpOf)IV2WiJ`i^{Z3Epp)Z)s#OR~^ zal?ZnyXoU?o~efI--lpNtpK;3JI9vW@6LoN)I`Ke2Zw8{R9t;V9!tj4Xf-t1bG--IrZCRS_)e{o%wew$j@5|e(190juo1lJe$%PdFw}=u z#M0`f0_7$Z^**u>bBiOzh7cG9Q(6WB2A&K7E=4eLv?#FZ#7kAr>GY24cn#s<{2 zrf4X!odoXZkY-O`mL!%b0DO30M$FLfp-*^SS#qu&sDc z{3QPfsOp-IuFNR}AqKEYTI!F0Pta3$=%V3u1Q{$3>r*|UN=l!!`x{zTORuGCzd>8V z*%I6IJjvl!ZInV)Md5?6PqiNjcF<+@W?TU#EB2+8>yF*7X|XNhXNDZ-8VvVo`gw;o zEKXuHlRe!B@_`svO0T~Gqc^7pLwGakVBwD{sShkr%$C5l&Y$!qV&z8+=K2Md8|T{|NdHxHPH&4cNr5`Jhq$ zhTB+vQv@q35(;EDeG*S``DKnPj!lkikO5@pDHHqPU;-}xksD*dKGh+9-qC2bI`Llm6lQXuu|46 zsrCGRA6(o# z$v1>^B}lf%UuCuBs8ij8Z-l}5KYltzhqAeqBFuI&MoumrzFT++nbefnOqtPi$2hD9d*V0q<}na4T#@{B)tVTKin~$ zvQ0k8Yf%$Pdx<^^B z(6(0L>A<#*4XMI`@?wGqq4r9)?0%4a*8ls_A45a0iDAK#?(sfZVWFV6ohahObaIQ0 zqvm1RR)bQt{_2ni0-{Yb6Qc~;h!MSeX$Pi~AdTEJ`dRW6pDx6^i^T_u05E#k_9Z&9i}7^-&;s`h0&sfx@H_$j4F zFB*#680N`}PRH|8V{Lu6QzzOBC>0BYsOG@Y52C_TH4n9wxpZ{oU5;6H75i-mrp1ea z+{2-3RZ<+j)M;V#z~K=I^J}lUgmDMny2TfotCS}@q)^ZN z-p0M2awz|;Ss|FlWrb+lcY{dE?xIt225=ANdruJ!PSQ(P0Xsx5h4Kub>uj-5)M-l?3kxKP|3 zLbg@~LX(N)Z^}G~Inje68Q~!iXkL!!X!++-YDMhqSPZ4qP{i-Vo4?`Tv@z4H43q*c zg8AMfA0=I0bCzd9mKfN_*%GlXy&`Zib7JZIcW+zYh-Tc};JS9|jYtA1X9u^?_Ve`K z1Ih($VhudjU2ms~2s>DR0)p>^5*>#l&?moGvbHG3*^cmJA`$_p9W2+mbyLVsWRa8I zKtGC6xCjfYSAWsnX$9=$y2|X_u1Ba2;9pou-{>}zN5AI#&{<1T&j}N^7S&|6NE)Rp z(IZRR+j@b?(v)ThM3exbJUJnE@mid2``Ie0 zRAnT2{FUT%t7-A&p5zPByaYT{w+GulKX!-$bbYz7A$VF&0%(}e$$jfQsf*LkWVEqX zBKYsWF=wWAP}K9FvZ2dC$JrX$9<5UxuXQeFXl0F)Dd0r5by>emuP9!vaWpQVK|ez5 z%P8(H*Qu~`1=SeI1;@F!TM}%ENy6-H9j`6uijPOZABmq(4c$LQs!)=7MO1S$h`z-i z%|wyvu&_;0zHdReuYA7;)Dsd@e;H2~U{y83E*2aMaj@rt0hC0+Xy?6=4>yvwQmAf* zH$kZvWyxkODuLb2gu-hv50Q?{HmDrpWcDIVze!a`@!wb;+bc#@^Ijgq zwi+r9ttdsBzJomv;S9{6h8!83>#&lcO?d=+Ptp%&Ce;)mJPl!A7#n~IjCsxHRMg2D z-dxdRlEZ^^76=+!m{}iK;y3~|aptk{x(JkN-z=iBJl45NnhV1Zj)5hR5|td(-OUY(S$O&UjRUpf!IZy2EM zb1=)~1y)FXYlF@Vqwoym2o?hD*sy>O1jLh}jlRg7Z}nIgVfqHB)5azjumg2m_c5k~J)%b+uJCxyktha> zRXhIn+FuAz^=YO~nlVJZmpfk0<#FrOg!I-WevmCjbEuOTK1?t)Mc2#7YpQH;42OVw zWZA%2s0i=VmW~~M5wj@}CWkv)4WJV2#n@seSXEt`#)9YFG)C{cST9^O_o5ouwO>#< z*@nmtVx<>)+M{W1CY!R}cgf3D&QmGsxu!r8n^ zJg?8j1<}<=J5haz?)qG$ivkuXZ0_7ihVk8VK;YM?B!QGGZrVNyx>FUt9##J=%m6NWBJ>!!q^n-7k8D16l04YHK@Tq zxrXowu7|{*QKsKsSgq{pKTH|0DO$jn7Vd2M+JXo*HcJa75JW*|-cvR~_o`WUvSQp) zC>D)(!ba8%co^UBeXMw)1a>{sKYc^nY+NO@aXVD`rrcIbYplrFbWp=VX~#ro&zW<1 z9{s4Z+uQFS9Nabi*5}xQgf2Z{-*p=sN6^b2}yLjB)rADIM@$BwaWXri_n8 znu=5a;TjrQ?%2r9VwWHu-efTQ4_xWBY|jj=cG(V)jCI655`wHb1)Dq{H?BL1JaMpP zg!af*f9MtYVy-Ls>JjIGU|3Sp0?;$b@7cec4$V$Vg3nS(6b82hxu3F*l~#IhEiKIv z(|g(~yHk`$M%xoW=7pK*)CK5=;{-1sY}*p)=V#9r3NSyY1l;Fi$yvF{s|o7{#PY(} z7WA}uAlsQc>Glr5kUlh8i;{y(GS5+x&h)~dPV~hWoIT06gY@IVg2kBrGDz*j+eiq@ z^ByS=EN+8&35DVdcjOv|NG0{bpUyu4M&*%GT3%lW-#KwhNtLeeRKzMvDfz1%XmS3z zkYzhabctl}0bJ$oKa~}_ot_`P|kk_Vd3lNd$q^($5@ zkNLTgQ|`;;;YdNr+%7rVyIWV7e{;S}(b!P$tLl%(E#_sEp_`gQuMtPFlZ;yg{0nP&SuJqP`pFC{_7r8a%&|4lkwGDffv`njKi-q>c zeZw$;IK;2(Q-7qkOnxbLAuiLg`kj%lNeLcr5v4MJ)ZBqxbJ&3b+xo~YaL|BL)4YOm zvfTdtq=ESwM1pqQnj>Ia&HAO+zTD8>bl4D@1*Q97vv=E6+=x`dcW z-S7iMfVGI&x<0vE#(GF|*;KsKW+~0)H-EKpOVth&JA%&f1CE()OIMod3Q9AR?VmCeI1Qy@b{&WKQ91ZND&~3f7%FvWb@@*>;E%>-gX(a_cH2MCc;IRm9Z`djq;kJH^-*7pN-bMjpYrb%8zV`}tf?bWH#$Yr+P4Od~bphz^``#TfR zW%Zc)qIxg>F*d&W z>~Hgll^Drfr>T`Cx{u!*57U_2umohReGg46gXfs)8HP-1RkEK`Fj1Dh2^#IK0;OC| z9H0KuzS%DrNYX)^Cs-2&9CTZlxC{kn1KA<|L7EU$Opi$UiCyJq9L3&)vaDz$Q)2iX z9}eDMi|HBxfk=9@f11uX0ptfa)QG9pG8@4drrkTl-&`SOey18^TFFuUzOC#fGiksL z2?Me%|2_fl#AZpL6~fg9qoL+Zxqs!^?waY&z?quWlYV1KC4qd3*Y8v~MNrCAS!eKhT8>7I- zh1vJf7l8XH6I-d|{BLz3{vbQ+Jb)f)ApaQqdTU2F5&lbCCop<2yL_yVZc$bYW5 z_axKLlh>kApXW_4Q`GmTS|$+K#S-a}o2@^w+KsAXAUV>set1QiR>k=B91ErKbduW+ zU9BUBh0bEDa=le%&`Dsuco4L^YcVR!9Qz5 zkWCkKk_kw?uJ%K}T2x45JQrsUVN+z+^c?}njWayBKt6-}B;D|jX>BN9-)&-SsYufj zJ5;3)qpFn&=?Mynv9?^l(CVAK)I<&!7;4S}YwfGs<2PlMV^Iq|@rO2@YStTGj==*4 zNIF3jT~6TE_RC}Q1AM^#gfE8sd)q~1p5MfUi|(88pu5jB7_!nzmf;)Ku3Z7GaC}( zaA;-nm`Z+SnGvW1ohX#Kym(RNv<6YxjcAYdRP7q1a#wqelo`02Hv9#j*udo%f*xTy z%eCUXL2^+7FgIPf;%EH4?3ZsnqD-4{4Sw?O(0g+-z!eidfQoRL`0j0^sk@I>fpIYw z$J3*8bsn^=MEHaWY zAs}n{3K2p2-8SL6O#oXspDg_faykuE=!(^9Pu&fwcl3@{E$S`7qOLt%(Ui(-EdQ6z zxhS&N_u!8c8j$`b{uLnR@QJNLtqG8M#|Sc^#DJZgzfAECJSZ4I2#iHi1`2H@+8ddH zr`GeyvA9Z$z`JQ@CaAse_kN@+SmAmZKar29FX?1AtW>p0*4&^ zJ1;2reXCpZXF~CaS!lCV{(A=TlA|Pw58wytSUC$Xzs%kgPQpnOCs>IAS-N7Wu8e7d zM68c!(jp~5b_hIue_dQk!=yW6fbh4yBnhrLqjX0v&CwyVw&Vpm#bDzv{c=;iRb6}A zC#)6HI{>P}B?WP}1O|%e40ooTT?+X&)hio~0WthCWX~9>?n@Ch!%&wW3Pj3rgm@^_ zL22e26eNg42n4m_NY5wMt%mgO@ZYnaEMGj@h325t#Ay;sIK2rZjD9s9Sw~T=#3c|r5a{r^OEOI% zQi4z~O`wqMFyl{1XeIt8t6FD?WhhE;m-8ep?~$JGqjsr-l28S)rTGuRSGwSTk@Sxz z6_k==3xRp- zdgpYjLLfjv^{sFHR35_C@qjvy8naVSWiMT`Z0!Z&7rJzS0++^!R;A=VsOjPT z!qId!B$1|^Gc-O4e%4$ITWL`}%3J(MZ$wpF$>>|suWw@-&GFRq%Bm`8fa|Y1WkpK5 z!$(1+#VnohCwJuNc679jyN|p-`_b0LJ&CHcf3uMA8)OK*B_BIhcICbkX^WnMaAyBd%LNdU%z+VA8ifg8N^v$qJR!hzwQ)+<<}fP}ToT z#`&-z3@SUNCJA>gjw{3ssAJaiave2gUHU(73d+}SvFVT=o4?8zZuMT(%SoIXLQ5Pj zE5CA_0R@1x3zFF){8hKaSL+lo-XYVFk=571MzR!GAn;TwL{34(fwvU+pr zuB)qMZOcBJst%6Qk*r)(rcdezLc=McvKX>Y{ zd@#Y!Qjrw;OQZ;bB775ZjG?|Gm#o@VPlf_}#k=s_KMBA#HJup}raG7O(+q-Yg0rrg zeAgPaPYL6G4oA3}MsG#Ar+I)S_xSYu1|l1g+i{5nemSs|aWeX0%&X)Es$9w$0XYe! zoi!o4oKsXg=4Dkkcz!LBl$w!%ccS_v@gC_eAzl4w<{)5i zZ8=mys3!|=gTwH%81`snU0Li^lkDsCqvZxmzFivd6vy%XyFc9Tg80Obxl>}uK^k^! z_(j`+rdH{DoH#FmTYtma96buE3Qw*Gd?e$ZZ42F%@OMR(PV}VB;o-Mb^()~8;#dmk zPB??s=-80I+Dz-IdnivfA9-XNfm#Dy=_hKX*~^`laJ^O!r*M`40uFobEOrTV&Y^dt zljV?zm%~ud@~K{g%5&vJQ9Ee#&Ph&skPj*xWxNUI8dGx6@cJAU*e6>L8YDm2aRSo~ zaoB~=C)M!?Uq+HCXKDiyn^lt`@002UGd<4~a*%A+(3LN%!qSE5ssv2yI0{k1Etv5ZGfRBh20WeSm3G?zx}k>^&ERj18Xad* zt@K%*;oAj5(RxlI_Xq?byq0i* z&6YY26^XIkDx%9Lgn88YyT2Ug)B978Q>P>IW!$vP=jWYlg5csGyqq(cK6K{z)fM7L z$4AG*mnzEt$lMBzpBF``v9mds@n5J-c1=)oK5xE@DdH@K%pDoMR4=^1<`a9oa%ZzP z^$dv!J#^yv?GqP#@{m+=d*D<)qZa! zS{MO2w;@nI05EP&FOW)R@cj)QQq(l{YFd+jd8o_JTtAv4kdUY8sgLTRBp7Cy--W1e zJO$yZpV@<3IW1~?)XZ)HA}-unQ8 za~){lh^A>R`QfE2@0PI2T%#0(u2uRBpk5ogEr2RLSI;00pCzhEpa_(-u1)Y^d+9_w z4eq5ILdkC7pgi1FQ}2H-A9d-pIE}$GVGwoJ*2oXnQA3^Zpxgq}stO-U&z^vrn9zNv zl)(Dj%0>z8cBYKnw(cW%F}-!H z6;8KrBIWn;CSuA{fkoY|LQc=mtBF^`-njO$dOb+^9y%Fo0R{bo#ANN(-h8dBTerM% znK>g;(FZ_j_+|*XQXr);TxaH9Ban;ZJ-SL+f@W7@raMaMDzWvsB=!^^bb4_bg%t}z zffADN%eb3f_D~>*H~c7CQtQU)O_q|>?1M5-vVx%11=-g_&YUfx*JD@pLtS!*Lt+U} z>`eg~*HKy?U&rvnQAF$Wddk@oN5H$X=Ie6{PK`qZIUl_mJ%_JgHNudJk7SwJ{@b6> zz;Mykh#F2ihew!xV>aO*Ju&!rWTy8C|F5H&)J>qQM&|-h#9bpYyK56CSzJb1anVUN*3OU(q$a?H%yW3L8B#pgXr%+*sOiKw!%>?+fka@oLJHk@oO;?FB-raB_GFB~^|g zbXspHMaEFzP-{X)gIU*{i7VV1jIG z{l*;@Z;{m`kjMA(ax`Glp!3_RFw4l~YB?jat+U`+XlTl}DN_Cr2c!U(0#QDg7yqRw zdq?6LzA1p8wvsJw4d7}G!erf;V5E3~D{KQ4-mFp`+VUi3YkUXIb;Issa1QAW2M2#r zZS0hKqPn5jVBu_rD)D-`)O0-`6N;OcRUGy>z)djh>NA^v%gIWM+7mtS?bdq$9!^G+ z5us6*2=nFfzC)lM3MtuZ);lyobD5qdy@yr#K|vi5x*Sg2)#`xsmeSZulP6$kSc1^N zsJs0Ot}Q2g26<)@+pP*^_|GD6Fzmp7IVNLe8@TBeLBW7T{j}>gK)Q?o4z+;Xss^ zT8fxx>@*o``1*HnjtC#fBl)h2sd(7ZFVkD)Ei1O5G)*!v9Pd0Pm?x^R<1|ftngVOw zPT8RRokAAF{!P_^LwfzW$ZaMMp;?s}LxNL3Fg2VIPyVvDmwJIf6IomCBzJ^4c7HLK{wr2f|vGC7^TC`@{wP&p&*)|jNu zKQ0T%uUc&7!HWZxAh$GjqqU~e8^s)l<}>RzR8+btH8$)IGwTd$J5t$yOW)g$vFAoA z4p%1g(@K@&UVZbqO(3fRdn-ef=aq-jYqszRq?(HkLq-oik5%(htuB0WL;F^AD1)*E z4^Z71@1(PMCEJeP$pvBR47qoAIzuOF#*ep5Je`R>q5dSSguo7R@EG+kEfZMxoSF<2 z)DX<>`t!$+m&yOH08lZn&gJXd?8NT0>bVdfyXxBD{KR8bu!`9$EPBWojja6ZAAB=& zp-q%P%_hWr1R13VXr-Uzo{(S;r?DCro=WY4okM|*yXCQ3%UiR9b8uzIj^?PP-zO91 zfv08rg_!Bb5$LL=56-C(8|#VI)pY=(324GS?8@=nI>9T~Pe(B*wJ-euSONb49WXoK zn{3=GPG0{(gYZ-fr zW-$w!p|(u9~^Ch4El{v8izs8Lu{cJePE_V`w@me23$mMzzaB2Q#{%J|OE$ zg$I}fDd4cU(zN` zg?xdqV&hAD7^|pGY@?TPWe?s~Ap__(k;KvSNmac?_Hjv>G%3pQ6Rs5#kg3J7oMsl)(ouvQ14MH&xt|n~zkYBdV1_7%qz^TT(znlc0;l92?%IjW=_1RuN;qRrV** zwP=XNoP$7$91Y@EvHJ~}oq|_o7mK8%z1?@-(Z1b22qSjh=q=)5=R{Ge1=Mv=YG_8|MDa3C#@MAB#_o6P=Iy> zN~hT*elEt3Ct%SG+MT@g%D(0XvCcM<%Hh7SjUDNx zvD8`5p0+k7X1_bLf;3`|S8_CnUrUdW^q4j8;i+Pz3Sjb_d-yBea0gly=A>D4z8&mN z%Pt80-Z9o6&pBj#*ejVC2k3=0?$Z~xt-k9P`p#(!xtp30%_V??Vot;-(V3#t2?ytC;w*4@=1c)#Z=e zj+qeoh5%49QrUxGYSx{Ce73(We?oGtMcWAOqHhc`>(kX}eKa$Ihc!E-LAQWA$Jy;l z+!FZ&XL>={1Kp`jh~QSdOKmW=Cl!^7BNMWc_`tTQu~@IElwOyl^h|^_ARnO%7_C32 zdX<}t92_1asxa8dM_&c8pkH~7x{j1oSIVhav$J;Gcv#-bgs6CT^QI16mx~+BTG%KL zb9JgMW)O0r_8@)g?(@saU9r074IhrmR1g?*E4(t)ZK=28BEa~<;$V=2`(hluf@8-^ zhcw4fH;SgwB!c2xeB|?{*xjSs4H;CT7`h^CnT>i>ziCK5hyCt=-z-F4PS#Oh#`!!C zKyd#KtboBfh%wiRZWz#;(QSni}k%aXG7tpTQjY!?8gJt+hXt^Apza7@CEjvN!a-bS!veup@btC#IaSQ!>Om)jtIK& zmBy?T4%^Io-k|syJT_duIK}&H98B3xSm0AbEPPqbh6ft+cx|{d_Js+m>38;SKscQZ z7Y}^x83WCcU~opr9w_>EoKKgNpan1j7}92Y7fvHjTLp%-<0fTy1*9~3ke4aZe)4@i zBjv|fWM$2*Ko+)hwV*%Z;M&r#J7zbtv0k=92dvZJW{CisL~O$cu()L={OY5bRDNI@ z#nTo>Gw;RHPTPO#_BjlUPAEU>xx3O49S4_SszTSu0icXPjQz(eMC#FsFiJqgu1Q3^ z86v{HTI$+6x?e_>O6|V#Fs?WbVzZYoS}HqKcFAuw&8Xuc#83?{Ffgpfx8Z}{Mc~X4 z0LB4AV)2UMXEiR0o9F{NLg$C6K}gall;asEX}^?>9ArLw@M~96?O%P`98$F6TR2)` z$Dz7+HYA1OvBe<)WKf|;MQ44VvCa?Ld`R2JQf>t@9|#WNTBC7ioNxWLUnef6NWiPd zC}A*8?MN5OJ;I<+3;F4RCJZ(?W(>*sxc^iJ#EmEj>*~h0W+W<#`!vF-YyV5Ev6YqF`=4K;YjHugFnzdX#V0`|!`pin{GT>2|+p z{6@?gaOSzBx6flQ5|Zz&>|FZJ7}6Rg0G5~lN9U8FDP5pNIfL78Gr*_q z;xq9aGBhtV;1hZfj3A6N=MEEtbBV^0Bh_Jo#FV&tV=!F>UvQA2`yQSk@rJ7mO8d!` z6jx+Q4@?retdEoVYuWo0v*F2&HFxg8L}`NZATqqT>eKfR7$JFxl6w=fwisUTNFH(; z5p*>d!Z*qDo##+vRC>ee>egy(0wq`i1pCe4r_g4PuVC*BUqp~0turYHn3C-5v-ICo zID|zi#O9_*LLr49v4Q!Lqw0O>U!tQ^&?A2anP_Xquq*O#P}K1a%0%zU-m8jEaPpHt z8Rn=sbSJYMX#8zBQKR9bj0V+46*N&VZbL#dH}W>iQ^QyiSdRF`lrz62QW9B&C8HDN2(g> zIq<9tNeS60bE~KBTf{_?SWAx4iG|Z8H}nL3>SthS3}i`pw+j?Mt_j=h)Hy2mD9+vc zmv;#{)QADimbC;Mg;YX^7rs15Cc=WS%1A?9--6K)xD;QZM(-3h@-`!lj(9mDL9Kzf z6{ws?zWC1M3D08M)J-HWNameE(>IF%VdrVX5QPodc>kftH-?kE+P-c^$;v2W_E5{! zKjU3#Z2Hhh)5A(r7N-dv6HapXBM3KMa7?0t?qWGQm+psYC+Qg4lQ%G`Gon-6zNp*+ zob`ymYdIC#BbpD+=zwusxO3Q7NXEf&?{}l?^~3EUMB<%_I?K59EB9Z!9P&QdMGua_ zg&(V{Dud9uo{Fw+TI4zjeRqfy^N4ag{T&+Rvnu4}PA-%WC*;Q^ET*OG!pw37V>X9= zK+O$AlQR$~ebkOoU)Cj%oAVJG9o@gO9F+yZYNcFhbz=cT@knY}NszNG|Q8{~>9H)3ir2A{5o3c*!{;vg75H8K79UU%F5AIN095@QfBH zXg;%%AfY?~TRCa~2ka3#_~5$j@SJlpQ)qP7N>M%#$q39DKre-JD5rRFp1||cbfk+2 z`Ny$nn0}^NL`436_nLs@g^%&#kryR5Mg(o*5Z(%zg|xTDiB4eX8nr1uVU%@;Bh+^+ zVV5w>1h#XMu~BE^^I?zE%|@xI>o&z>LIU8zz)6U*DXf{yHrIR-n=J)bdG$9Ri-E2s zcEzdru$*`8A9tux{Ne^B4QPKy^nd2lhXL_jlAQ~^WVwZF%Jv2K(Ub^P7(^i&=aO3b zqp_ZXz1^k{$H{TtkE2>V((N0Qhfq`$Ps5(x1A2d<{U*R>Bs`n>M~si4x)!S*4eC}g zvV#0?1!cZct0~s!Bs`}TF}(h$ROz|<>pGgjQ9Q(eXdWLJ44^dXV^;r9|FJm6VNpmZ zJN13_F>DcI7gu4n>|K>wcQDq0EW(sO>C(;QPR&bUE&H3&l>s@7f_BIM1C0#0jpZ9R zr-Lr>Z+_$I%BU#U@f*I1Rz{^YIS`x5=N4CSP&RqaM7KOO(-)&c9soy=)jB>WYbIp( zn_d;!aMRm|NTKN&lLtsc0#{`272y9=FPXh{FAwFoNrVPQE4izWVjRvi6eGEV>?wB> zHP0PA{1}1pnpuqSOCMU6S&1Rf-~aZ`@7{&CSfsq$^t|M3$gPf2JDJT4cW+)}12K<= z`(8%D3~I4-TRQScd9YxmIsq4?7RYI<8rE}|nMGLT0jBd?31y04Qfj4nBgp?J;v=qa zdMHVT&dSzt3M~vJ)>&VXuEG{{lYv9m9SM!)-p=0riann`@TK22e;Cn5inHYL;q$F8 zT3pbiER9BP-9NoD86AZa2stU-}!#v#n<+KF9J)rSV~IC2z$*N56= zZHoRkg+uUsxJ88HT8A2P_Gwb{;~v@TREd>}l1qdE1%7{cRvc5{m7sB4zmoU4h`fM| zXwVUQygN{X&;UN`u)&xL<;RE=HK=ES4CduBmXLpKNYnb7xBqhFXXk6&47GYl`zfE6 z6x;(NYm1-TAL(}GKcVHeHFfAsUzb-G=tRC zW+!(RRxLc`JmJ*m>4ol8tX?x7PeZ1dp_Y)QnK_|JeLY@oZ{v8_dOA`Vs|lJ)7LN5k zfstnVydTuscNEU4Tx9i^jAM&UW}*w?jpkE+Mp2~l8PlX&iH6b5Q*88GA=N>JMPm#+ z|K4k(PNZtx0oY!f_D9pjS}KQ)15HsE!X61Rlldf!iP$I6))~c}cDPZy(lB!uMqQyH z^Z)$$0?pB8Glto0^L#Xhc`?^4>qSQpqa*%YR9$55K~8_Ikgcgi*V)B8wJpU``m7g; zbuS@D1&{@|hTF-pMyCtHnv!nMv{^0MpH0SUMqwkWH6`{up}i|?(v4FU2`wlX_fTjR zWrRD0z`n?6$^K}a2JtF7q>o^)*xzq^3k>goQAZIYxk{nH^xZqWf!9QW^NWY*DJ=o(Xm z^BJ6$`4^EQJU3qABdW+WT58Bg0SJUYdAGTuZiUVjt8sfeB7wCOqQG@*5~(*)NUQ$h zYft{7JumPu8`jZCmQr++=u~I_8)vD=sOL?gmqL8QJngOZdv`RE~wr^4V%ZKEV7ku&?z?>78QS zEAm%R%fWJQ)@d0|V0Yxe@)EgcR=7KjhzHj3h(d?a?VJuub&+H{Zr%$+FE2(D_rQ=4 zc&=#-Z)iM7(mdmL!a~isducNU`{CiyjN8?1b-E0Ko`1_-;GOr8#BILL5!gX)x9!Ml zs_DWh?9{-mHwl%=jjp_{URBzpzk}OEyo*lx^eQZ@w*N0e*k_F0j zM41{3@P`&C=qEfZcLErP!B!!8NL~c*`2rpWY_)N^iZ6o(A}^kQc_*{3=B>CSTYD%C zXGO=o{qO~1Q|hqkS_L9J7QNJKrz&Lmq@iPzCJ8d6*ZBrwzzg~=EbRb#omuq`mVYhG zaL|!SVu&C}`kKOJzwA%nqg9>;q#saKvJWggNS9c4x5i9H#s^tAs4 zzGDr?714U^bJfK=In(7SAACk`{sk{T@YCmGiJGlDqCh03uf3-$C(cR>B>}q>+zXJo z@**8f3pvTVXI_SYkj6JZH*6SYE=Fjn95&5BH(4TZIM$WM< zeV6Jcmn9J9c zu4&sd9+;-~>Mf1>k%p0$UnU8siYq;i8v1s-JCDqy`;xLd35V$n*HKh)SK6>{Nrygq z5xibq_dVm|%$65D!g+P_2QEq5ES#(%%M7>>&+^TxG_9oJus){w>4gkbTdbbwD67NYRjsWW zB}y=@EG=rz;bK1~QPtS_Nm`w)`ANOY==w7PDBN_4%zllzjB`_C^O=@D+~-O#Y%xe0 ziy&YE3yi8(Tt6Hs#@>G$7-24JuhD)1YPI|S7G{Ds5^%vv9~b9f`5go&;Tj3Ct3#0m zee#Ld2xed}9&m-Z+?b7tz%1$2Vn3O6spDQ`!0MxX1O3udu^%pRpMcV4+|9mxrl}gl zv!L=Fe5tMA@Evw~xaM>bblz?Ip!?FHKd-6>AB2j3NM2&_k@s)%dZ?HV1HjRrk=e+R zlO>_KANqCP6zdITNy=w6!8ER{d>m500Jm|`|H?njz*W}|t_#=kbhmyNtjsnRUYfzD zoFM!h!BrU6qkqa;5jDxm(1wneiOed)D$p}zYMdSm;3G@cPWQ2&JbeFo=>pGGKT-9< zD-9S~&eBm)#$>nj-Nqn~KtBTvyq!a{V8OP8k8RtwZQHhO^s#OBv2EM7ZQC|pzlb}z zf8Y-Gq-Hy!sv;^^W`4k%QKNgZFh%O$R&#-A@&fezh@5PD8yT~rO+z;b33*IvP}vX& zGN(aZ?D44=v9k{Q7A+Wuv-|MT91&7}qPVDm0Es7oDFj_q z<4v{9P!_)&`>VlcJTNlZQ|qLpMJrs}iFwwt8M_PEQ<0;{UO7O6ZilHN-;>S?_}k_5 z9>K>%H(O>-w#x&ZM8084>De=PxSbhU&ObwNkS!85QbwvHhl|B8Z)37)MCT`ecan~5 zudiysm?Abw`=>=yqIN#qY8*7U{jYa&jkNcfZE)^(xY8qpYeDD) zB8I{KE|tAPn|Bj8$-d{QLBZzoWvVE%dMNs6QH0y1s0>`1%@6&VLaAjuJU?|Zx$j3K z+qX6X-Q-{7)Vcrj18?K|c?{5tIzQQ*kQ~yO4Q@Y|tb9k0uF^xG7(Ae$oE(Qo~Z zk%w+A*z~$AIXt~Cnx)H#!454s$gj^;%(Ad90CvY5wV&Lv?-GA_`iaSaKOf-F&gum^ z8`_;5UPrIxcKwKvI#HO$vX(x4YQuv&`$8)pUqRzM($e2t2B(<|G!<$Z1>^-+B9tph3!`bGkB{AWd(R$Ww&KhAgI{Pa_`~Lt zjfMzMtfE89+UHBxxO+2+J2XeiQv9+EjB!k_S1xi#p_b2-F%V37KsjMCD?fNUEUhb> za@}w>Q-nScQ*P<1+a#9}*rWQ4C-LNPzdU;|B8lV_O@JS9d<@uD4Am2(+4-`pLHcpn zaLWqg9Kz7(%})ch!O^JZz!cbKg7w1daujyh1Ljoj$qh8#R#t9OcQlQWaG*BV0y|%G4Y#;i$9mK{f9tjA@!q`BHD_c#+2x@)oNDs`~<;hM2>14tB(}M%utw6V1+ulu$8N1fow}! zfRGWFL=Fg)^-$8yn>S=W(5V&>yT!_Ij(|TtivW|4kl!7qLKYUsLs^ot`wEx{KXS^= zJhsEF>Um5l=;&=xi?Q`Hi!^VdG>ykOG!S7H)GA}eIdw2OLGG%A$OqWPe15FrvKgaF8-N)V0OM*} zMHuy|{Oe7wnU^ftnDbCjyCH|oZOfNl1oB44K})_3N)}jf6D)4YVfB{c57JJonwa^%sz4Fm+P7B5cXQoG z=b9W#wO!`*!HzpG9&add{N9zt3IAn0+QU1I4e4XIUO9*{?^sDc%V+e2c;j{kbbVVI zar=y5uxD&! z#+yes!aocTLrX|!v3##|bv>Bh?fx~CZLzL`JwMDm_;ttYqWCr|@_Q&{t|^|T(Q&b- zEr%Jm@g$9~%Q{d|l7K!kI@ac2PN3e%#00l!?74V%CXTE<-VR8wV8YV?U6!GrxKbgy zWQZ~2SQ%vPxWUmoEg}IAwj~CSrGoR9W)?H%L0`5TyL+WzNrQB^c+GnSaH>Vf<_Sn) zIfC8D;2(DkmNsM)z%TdUg1W3qgwQ`fr$dr44uNIFf9TKUbVmEm%lA&!K}QqfWsOee zpUt*%9@iDG7yuit!Bng%>cnodGpl-yAt_RF2$78KQgWJj=^Kz3erY6wk>D$PXoBl#imGuA==y*FK2Kw1Peh&4=F|UVWAk8fO+l4o#n)Tii?p=_t zWm_~O@U?M<8^4D7AxS=|10HDr+MmBtO42kSb3qhR(Y`Y$E+`=EZ9!%tz8TRpBg-o* znQLVziBD8G{_u(r5VYNEy4_cO=sujCh^saoj&GE;W4ED#Ik4=E#-X zPYx~}`4oV@*IlRBN0{~!xk|~WnIOU{GdHq}Ze{Orw$QYr?GZ_rIN^PK4!f-?l3!;acXIN<|%-(^y$-`1P-stI#j%eQZgA zbfj5U>;L3%p^ZaxF{xTYN`;Ri={0e&G#7=sSPoTym*#&hrqMB3_vgmpubdL%?~BlC zu^9gOkTsm|2P7q=TwHH!#VYQxjRHGDls-#fx2ub`^3Xc#n16TpV1KAsyAljj`oLZwc{{-9CoCw5WM6ESBw~H`BlWTEzNKR0HZk(5 zD=P==(fb_|sU{ft(}Hg^G}z_Sj226|6dIrkr^1csL?6zZ{L?#t(4~}vG$n$bU>YY= zdJj`wj%*V-(Okp;ug9t4BMhlAV&USlB0c+jm(KP{4Mr?rfIvBo9u%1COk7uV6hhB< zTQdj*q;vak#~)W`cWd*qFmc8=nDLcsXvEc}`j#V~&$es|jId!bv|22^A5nn6K3n!A z(b)Mk()^~3h-iR-C%q8wC!QAqhO(V27C6D@Y8SP>rg#vfgYAU_*vQiH3rwk!RSfm5 zTE>nu_`EgQ1w|n0Y0YN)#EefgqvQ@T!FY5elfKKYmKjYoQ0?= zOsBZhifp&G8H}!(H{U=_t|K=IM89Q65WXv!b<>_2F7Za-mli|TO-Ryn# z3w4i+`)M`T=KJ34!_@u+@>*U=Si=tz=oN<;6Xl|1IUsnrsI^w^SCnIp(norhqEjn$*+ z-G>#ou4SlDSCs|Kv_feC7fJ5^i!|&_U^`3ggC@CpSvkNFs{MWZ&!9gHpgcor*mT~i zU~RBD05sLEJc|@G%@ue^sC?Xig}Lm|B81|D?;sItOt<=T&hbFp+EHai9{q!hwS8?n zpA^MHat){XApGFzB=rt+_=!c<`mtb=>qXG&8OqkYHmu>cM6eh5^`JobF!*6>DR7%Z z1L03;LpA`fdSfY1U`=*3gM^VA(r+W_+$5p@$=Ch5@LKlANBEq$FDwONtvn~%JBfPR zfR|WrX(|5t3Kz+gk=gx`M5c_e_R9}C@?A-4T2RbEJ~Lf4=!NZl$DbeI@l(gBK%Uz# zfo$r7u0~nLlC(Yr0`$=@o(bEKplWz0Q*j&qJ92m-8uE18kUhblY|$ zeS*!8(Y$R7FQ}yb|3C8?O=aEGbb z2p9QaAon^Je6tDfHMB>VEtd$IUf%iqu^1cryYRH+V}NFpnMLH@`tAlV>FK4bKkh)d z$CcBF5VF*8hCa?#`?Em~gzNL9bCBfEC%h+i@*3+GD}T5XGFh&v;F1NIy}F87R@Uf! zq#(=*9&0ht%!$laX{zLVf~718NBby?N~jV-xPkaif8HT6h~mDwH$t^Ju|2E<8XZ84 zIoh|8Nvborgr#c=+ft?-OIclTDhbyG)DiShX=w9+sCmPGowJG(-ZY~gQLsZmKUWc$qX;Fms8 z(~P{{<`Cqmp4NsW@-0 zHaRYTvLcF)dkN_E3KiZeEJM&pH(NPf{rnP_q`zTNNih|)-x}3^Y_Pgxuh&e;&x*Oj zcjNVdV6Fa*J%z?$X&US0~C!lZa zc7bR#Ub6NwV~88r8M~mPza)#2y9hFe49*DXYuBQcj_WVU5j=rtEgjYJ9`o6(1;*4c zGNka~J~+#7q;JahjSN#<+{^Db^Kp6yLZcYzPL7fV@-ec*C36LkLdl6iUw@>w@10^L zkGSUyy8A~M_zA`)aH4^r7A{tlT7XB>hs7vL7ti3UbgAJme44IPpQD!Q?_f??@Ni!Z zRJ~=9)=hgMMSBYZKX^j@H5HKciltFA5CLiyGe`T9rChBFz-@ciMxvwVXKphgUgR{{ z0w`}0N)Y;cwU?gakB^YrDsvST)xFGS^-@94W10aaWHIjqKNC&Dt0UxB=aG$^m#(J{ zB!c)a2y%kfOi8G`4ZE!Q;#*$UJ_zxs=!`>Q*RfhFD~Lj}m#;!NylLFyN9l>fzsi6s z`gGQSg^Se|vNpt`38G`F!nr*m76tP+snw@B)7?AFGNJFb2j>QD8>O{OhQddi^d%zl}maEE4;uOImYS{$B5JE58~`aGl+(v($P&bpk|I0HtkqG`<7xhp*wwirK6m`Y6a)m zL5j@}r7t_~Eoi`8L{kjGDu3%Wrd}i#*vj#r^Txw@L@evkq~Ad$JN|n8ts8a4Wm4+) zix0X)d>??SffU$(UAwWL=VYQhX_UN)l+^H^sF;5~9Fc-xdd-1tb9eEcf*BJoc#n-4{nec1zr&hYa!}22PlD1rOXX2ev#Szb3XiLOg8OzGS+F3 znl|}~oqOnR`y8_3iGkn#h1>PVHuBQJmn(Y?3MXsEKRC$+3po*FhMhIg?{ zk<&n#_5%gLvOq&~R%~}1Zi+G?7}z?ktn{NBnE0)$0!|^djqmFwPyB@KjdZ#<>J1TM zI7TM2i<$^biH;}`g$OEk8PRH?5Z%jh3lY!*W4jV2ekoBrlH z_Jn~9Mk05yk=~#XQXW}rPHsTc_z3B6(qhN^k^TnIhGf6o)!WlyiSjQ-T(2OwecYTr zM4zWPPcu{2r|-wRq`SU;Vw}Sy&>+7_N;?{QMpD=4i%-RcUp&NaDzXkYz&kK}L;*{? z$;;X<=z=U1b2pv#Od~g~N=u>r5G`(A(4Ze!r0)hdg0;RxB(QDb77MydsvJ;XHyW{B z8Tz+|W$VR8ISSs=q?b{KwAzc<#l%VLAWHD0;O}1w!M<|c7V7;VqomT%=;T#W2J24I5%hf>}_7MA^aoTWu@D zFB4dP*W)3QDl%miloVX71KFTiC*55sK|*ym8-lHCHjPJ!thHFnf7}>!oo~>O+BMLsvGTHk|#rlto>4jTy_iCj8oSzf48%K`_9w042WboaS8nM4vmQtYI)Bl|n?Wvt=!zo1jM47CTO2T^<)UCjk7l%$}fdb4lBZ zfh_{O4Q{hUW;)X$q@LI?$RcEe z7f`?iEWIX|D!2t6Tg``p7Dw5_thhx6z?BKOC3Za(A3r;+nSyv{8_UOT%q9M0NdQYY;GUF2faq?Hz0-w);7{JGVl1g!@vv%A19Us z#SKYv(#zCuKWy8jz5aR7Z@LsT#}y+hZEKg(awbEWFBCoI`n~lzoar%yX%^eUiUX;7 z44(J3$0{=Uvn4Dfv5O_LrUWv?aLtIsvwD0!AbM=f(0)H??b*e*D67&!sXWx&>6v$K zYwzV&j254kDZ!56Th{x99yE9O95thD7qts=qi(KK}2ia(DT4M8Btx456pG<;zRC(qXxV$Ztv;Ufz#oZ3_ex9+VLL(=}#3d6`QF!>B84<4h`sdW(#ICN3mds(~>cqcqm#Sr{U__QGLxWlUT<v-dB;vkPIQ;m8| zovEnbc7j?yRHswgPLr06Jjv;ZCjzhlrZ*=&XmG9_lkcq#TR|zUPuRuVac=Gi$aYuJ zeG{;3S*4ls?&1`};Gt-pdIyivLdaoEzSc9^%A9&-eCA^;i3`D%I6I3FU(>vj$s2diFT?RZM zHC0t@ZHB1FE|5|GM2FYufNK)4h@X3gv8DQy)0uqjJSv6HzNa9^_SbmkPLOH)QL4K1 z|0YRNwUUyHC<6kF{`)Nc7bHm~aiRZ5Nk+FD$D7TsRKJ(lZq~3++iw0*+o)>#4^WcZ zKHICO$MI8Md=`~>q;XWo`FaiUb2l+Q4@>|E0D$Bl1``C}DQ@cr^6b}W&kyEdcJ&wX z$j|8=@E=Xm?~Pvw2ne+A%X!TY-r_gu*BtEo-x_c9?|S2>eB19T&Ft@R)nu-znnntLG>B_b(zU z9e~4|z0>8c4&m${zoWK_1QBugNbj^uOQurU(9x0}fgV$@?vZ*F*;b6ae=Z{vnSe1MK@5-S!sv zZBnuJ}iu?AY8$Lty$xp8R2d22o&}_XAw|)&mGR(q7ihm}*S`$neCr z10%iOucdiFJW*3_xE8t}x$#8pY>sZKOv25)K3c~!z0hCr+bf4nVoBsc0f}NsBXwiu z1xEup+`vjT8{56VQ0bCS$0X0Z`!(1D{SsP5JL$!T7C4HQBBpB?rc#bjrX7S5cLMD` zdhZz-qd(KiW=0!8S`K;IQQ}C*7D2zC_jQ_3%I2DYIML#t|>jG_OA?htVRo4NJ*yh4DAV0GA1 zj$C9njqhs>lGOmu4c-M!uXo^33Tb?gk(RTc`Ws6nsUcA1^@m{&K33S;^j}Y4<6j>G z@W#HC8GKD&4RavW?NjvapAzV)x;XbDTq=*(aC#&Qf%{IcFy-{DQjgWBXoSn8YL)Z# z8Oe|b4cEGFiEsFghMC1kObRv)$v4Yg3(47BiRCiK0or5(;^HBxjU5W)8?>Vk65`=q zLE41FFpdT-;XB*y=?v1)C8%q>CV zMcN4*N5(*h8kbNjqGpn%c#3L?3@9b{Z!PNKKAZF%x3V*;GFVp~?~oi^PAUME%~=&M zqN$~;tXsC;jzH;Yx}bKG!CitmLkc9>^1BSkpcihU7~Hc{KmIbW^D4<2K}4iy{Kv{| zCwpT%GMg}A{>K@!A_LfK)zN}TC=nZ7D8XLE6^cV4Rwz|64DN$Mze$>esi?(JpcQ?f z`V{Yj@j9B4Oz?ZPLE^5H8u;s)1c-lpiAaNE-hYV5lTS-y(wVn=#Ey4hXRmQwawmkrZ#4VI*Ch$%l4k{^~}_?I+rp7B8g?1ZQPGd zA@#Y6j!>CuL| zy76nZ_h4EFJ}aYFklwW9mL}~sSPn+4vRrXy)J7fOUUl(Dg?waNRbdR%^0$NwrK~ByUPvh4wnV6Cr_V$5t!-`67iVppRX(s zx`7YbJw1|@{cOh26Wu`HYN@AnQQ;fl$>==tfkBeB!{g$`cxXQqe&km+$KGpSKkgJW>K zEV}SMwpR%$YLdC`)L=8HTfA4T;{P~Qh|TCci{%vZD+bVhWbvkX1mM58S2z0EH%)2b zWNI>VI^YQ=obz7d90tH&gYx`&dn=Sz?8fMX@*=Z7=g}_}C-Cq$VW}T+Sf%Jk2zPu>m<*sVEU!vedcqKqsDC5=M)CGlo^Z!dOI}U>bdCjPmgT7pm*$wrE1>&vcRcb?x zqTECprymUK5quY}oNiNonfBmk<)On*-z0j6mg>$;-NXXddrAvYko4HDUg(02$J%L& zrb)lb3p+c3IkGLGSI%%?yvPo-v?whDt=m$;T5VqG&7Y`uY>yO`)6XdPCkgnTB|0H5 z8gM57O}rg$>XTW@1C@NdYe{>PHG`*iiKZI92zj1@@TLiyWJ&euS-91P2xhh{JzL9* zrQFf7;Dw-&EX}dIzq6uKA$!2BUR&705ERR=vVS9;NJ#(|IMkjV-QTC5&F~z-r))HZ z(G^W!#AlxfVBn(I0MqAkgHkP6cFGBahvci3hxpNlzF@Xw zQY@RL;;=Hmz6wJpjy@fU3s|wSUlLczwHwn@*?4!A?lx2Aq3LIF?}#$(zqu7^bcF;a z&@=1JOwb`Gx||t%*KWM6|c&Vn9wGyU%Ii-O(* z@1+EJ)k^ikwH8QsB~f`G_CUPg+ag~aW@miisVp0)F`7)NRdwcCv!HM`0(y_-B=K>Q z{MDFNt*10ccq+?Mri(w1fR9moBy>z#;$VIcwI96>G{6vAKF?4;fga-WL|cqa{Renh zIf+>su%x|`{*RT7VoaCTprqFPsQMx)@+@rQvq4j9w{o0-31EOL4ArqYe@|10j(0V# zt^8{{jn`kJR~}uvVf6q`H{Et92aYBTLsf(H8rhuo8hLu%WvM(8@>84%7tZg)sd5p-gx} z-J9&YK{IZ!4_2PZA3&$alKJTg$~Qc_pP;x^e0TXt8?w8)_^@uT!))3@VKS@pm8( zajq#nZTY2Yqs&ld`m8*E4^>?c*=@@3cJB3Kfv@fVtRS&yDn^GqrVE>YFQY5?*yTD5 z@b6&HB|CSVL;FHpXF9-3TE8Yk&()B2obfw)U(V0NGE1bAuuB;$B_qM0FGW-ZoZ~kn z&{~uS2+7cnvbDO-7SS~en9-Ng3O3^0*9!GF>JEDwkhZfHXV0}gi6BGyI!Kct1>O5S zb<8(LRq}1qnt(GB$8sis+5N4!psGxcpc2OvhXu|?d>SKdCYvvy0~COi$Hh-5`b$n) zSHCpVS@9O!#^c;KjL2jtRxoW@R}Z!i zn`)q8#~u?KG5!s-5AO|Sq2+oYLIc0{L@pz5FLHYP2lhwe45}b?vzt62Gfn+UWHf2y z!pOVpRwzabzLLg#i&i#)@)#S(n>2pcXi15C6TafdyQ=$$YBxn9ztuz3;1D}Mw)5}W zY^MDr6%D8!CeCIL6Ii8I;`k^b?Yivl9lg%G?!}D;GUDsY0fx!WmkhEgH-EoI(rhBe zDz9mz)(E_A%bfrrj$xSLR(AJFBe$27>hPRW_=RWi*>b`2c(-BxQjIe^AhfTJdZZM* z4>LUmaH>ZY-i}sT*E;I`1p_*E<{JCc_rgSMHe;7OsbbifVyiC5}NRzQP zij37LJ*R?~HKxwFu{a0T*jXZ@e|(`#NnzMsOC=!zTp=TV>`vBd_*H82foZdo(5HFh z>6fmlfFKkI#GP`fr}LJ&daVg6q{yfgL@IaO15HES7q9rea6MAiHlft7fX|kE&ODH; z3TzFk?wU4)r8bhGcDR#a2fUNOe%1}$N%ls1%(7}ayXBgXyS+);fQtC)nM0HxJNq_6 zI?Kc?#4?NwKY9^sj5nj`>TNgsu8gM$zf@1UGZ@hx^FE-~B6#dJx)viYQD5bg&+^gZv-h!74y#rf5p z72ygmYWghV5n8)b)VH^>7KtDw#A@~&snJ68C#Tb7NKp^`b-u^hhsQsBk zYMu#BoKvmAl)U{b*`aF?-A@!EOm&oEQx8ryBkd9cC^y;^X+fQcalT#&7K=jFA_Q!s zJJ>Skwn&^T0x>j0V8Iad_<)TwO*ODy&2L}L{LpY4%ri3MFDAY%aMQ1jL3Wa6MO;BU zC`e^~?UDu_N#5@40Gl353p85tGgP@8T3aE#}b8d?%snq}<4FI_bdgadgZ} z$ZmSJ*m5JfQFySg1vX)Ez`H_aD9H;y3K^2JE0gfhc9&T;Q+_|T>DbVO8Z4yx=EA+} zhMXfkTo&`KC#m4?k|Ml3tWtwVGGnKy*+sC7C+|dOAtfNJw`a=n41 zng&}9_AVCgQ8-!ybn4~rUrsB=><6p(Qh&Gsa0(NMkKJxKLsxOZdaF#7vZ6+!;ceF| zYv^HJVeD@h2`9c_MY6>5l)xhzeAhLEQpjDLqJA!u#U5f%BI!MvOTtD5{Zc=r;bqkM zmRSr5^%cZuzG@Csr#Rz3E32~c>^)D7n4z!W6uJG^79Ygju)46cty9eU@Ia>2PbuC! zpQ!;YbIr0*%fOX=UP$R+xlG-E4*vT*RWtn!;wB;#_NP>07s+?boE_BjnuZNsUf_=ZIA_<1XIJ7Euy%D&<%}2nL+?2l1qc`~0=XPc|UiP0}evv)SLiTlp$1 zg7@;%3x2--Z_m`9g$t4zj2<1VC$R#q^~GRKF@_D zFo0xQz*$a&9M|%h;#Dq|>|QBJf^*x^B+BX;kzihtrbI#Ioz;+iHP_O7>Y%&6k?`gd zRSQ=M$W8ng_vFHQ%xY=XY#Kp0hffhE(Q-X2ubN*G5SQc-2oa@EC=3+0AtX|bT`Z{$b!DQuge`y8(_9~ zSHefpg=Y2N!L{Jysx1Ok?b3XC7QiZ)gNJh-Ii*1{^REZ(%DRl`x(^iIfXCT!QVn}5 z8CMQ(xA!^ugcK{gq!$O=_6eQdPk)XMo3L($-Ix#IRfR~fyB1RonR2-ErJ&DP2rMO; z`_0wSru2AZMPk8b(WC5g6zgLNjmu8cJg`b`HMji~1j7B%shZ$>g5*Yi6kbc0b+!^^9D_MnxrWndnype6x5M$wX)1GAMxC@ z@O*I|Q`}4f3nz{8up+IE<)mOQ2w^-^tk50Az(af5$m7-_v)JT-?V_qiY3yKg0fpq| zSnjdn-}2@ynUBC0b6;evh(Pr4&~v5qk5c_GQ)iH`G=&1Q{S_dYlT2&#utN$Y3YROM{sGIC#`}y4mxC31*Ae6V zq>L{5*~;bG3-eCXuYz@LBH(&$>0t3NGR(Eh=#s=)5e*2uLL> zQt5mK`~Kq8JTwdDZliHjoLZ!o;2H6vX5ks1@U+X6wOfnvkSTozYxTv(0Ay0NnTp~Y zDUSBYtOKQz5`LK+%4q|W&j3gU=UL9(COY^Orcu<2}l6l)h z?l8Om>~@4XH)f7K3@MzTD5;h*Dhp|ai2+eXlL@`X%`$i=z& zb{F~4-E%Z)6%UTaFrBXG{#_6Eau;-U5Y{5Yjy7;DuO7Fb;p8Wrc^(!kqJbX0mKNAa z?JBJ1@t#;61&{S68JgTHDq>?kcb`kqm>UW~h@_IKaIT0R087hrcU%gqe{%6C6)g4YJ} z1u!*GG`yE|e|C{`&(ilxcHZDd2HJRdCx49oGMyY!@`iYZBVT7_h-ZF;o$w)Vb+oTT zO0X+KT}R7cw*Tr-Vg*sxtxYXp;XH#M*WaQqinXd|R2fxR?-UKPE*#KMq2$HAD%kmQ zS5R#yfdl)3<<+|`JZh;pR8dhMy*=O&mNayzgrj0!)Djwv-b8_r`W#ARpCkM&>Z?}% zhA#%!j+^6qTlg$eAsUU*0ou#Vf~wIr@GigrUC>68B1zjmn6)RKmOwJ{ie`7+6iirg zaYq~LZs_U4n@*$NONMX*k09=(yE5}LxGrB*pXN;Il`ob->)yz2`e^2>y~ev2>W>Rp z37n0SQgr-mS-wV(!Tp#07+8chO#mOW-O>)LI}Y3P_2b zvFZJ_vvP#nwizFJq4WwBkCv`5OgDSTMp*vY{SPc90k;@6e|fwEEE{bg5wS>ayYYG2 zG9~~dLs$j^6qox+P)7@TQ_H~TwKozLeEBfrHBPh?VCfDJ061^#iX1u)9$HFZ4#7o2BjH6d;KP?f zO%{=Y!ofom=YP~g(fL0*WmTvkv-XOK@d4hq7_fuTbA}uTOnIT0Sz=j@+Ko)bvU0oB zWSZnpRjzMy{3x>d9*uIRb-};LxIcm3^ zy;o`t2AO>ck3R!EYm`(ywbkT(p1Rkg{dq_`R`tVUVKYbk5vYd68xO<2ZxyRE59iX7 zAs$uwivB>f8__)nc-D=#CC zc!_E#bilsD&!LwCtE*;>cNo?NkVErkE|_kKCZ*22)&?D}u@a%2O4?7K@zE36sIWuN zL;sR=5b(|gRN02@Vu(xRcMx1q&#n!$MZyiO*z4O}x)Uk(+3pf?<3gvDTwp-*C_IJx zQkL=JIq~$G@Hd`nX!yjCiUUnKOY;0@rcIN(`^7T!32ca82!K8K2W7E?P%Wj_KjH;1 zEv)?EEV-Br(VCJQ6Vf>$tYnVN4fp0fyBvx2Vwks-2(k6$tM0c-pS748z@u3be;@AC z=ngUkP=T2cMxS9}8(q9q7Vqu+mg5=f&g8sy9{&;84QaqBhnf8<~e6>p(1v+R_hoFR~(T?Y<=~rO%l0{3_S-v&b z0rKQ6To7{Qxk~4_AwyY7MX!y_x}KT|3uZGi3`e`c7Il$cHZLsx8b;|H@_bhf8V}pq#Y2$Futg%tCC&%QcTzlWEkS_FOhNG53z&9e zo+=eDeX9llQ?gbDzO2S9zqh-N#H?p73Be>I$g{53m(-u>J7;Y^JjPVl1hfsk>khfQ z%n%cY-@`7Or$J>M6Jh{+Ub3V~^zozxtsTrJixbzPMtDu^+yd(k97CIzb3%!ZO1|c( zGzPoE26bV;5@`sy+n@jNqw6_FA&aFE2ix$NkWlE&RrOji1Irms%S%=nT52hoKvWi9 z**}_6v8x_84CZ+_W@9U8HXC;hk|QD8+eG*wlPYX}!JcB!m(Gm#_PTAVYr|^(bb&gE zkMo9gXQ&Lj3lXmCVShm?CJ$cHmZ4JvL#66%jG}@69pE9-M(OGTVuhYW_CyLLT>r7! zbxP(*g#>DX@EbkY$CT`G4`@&M+`*QB z-8)*}i5Cp}YIPrtAaRgSl>J)SFRPLj?yA_Ek~?XY@L{UU6r)bYKQR5pC~i(N_oy+4 z|4Rw=Jamw>@<-zs*aObp}}EgQSB+o-*A`o)a#!L4eT*3C+RUJ!kq(9duUKHH}*t z>6yZxezU8j+bVT|FWoKS(eb8A^e|4Guc6+olL%sj5iB=9)_t%r>`gr`2iLQPudfDi z#R|_4^)WYgyA2jF05_a{ls*aTVm;j!;h>|JURyQ4XpEL#h((dJf&gIo++Y#`TXLNL zs;q*@q<3qZhLSu4<|m&tZyNyF%PF#iIb#gUFkLt=;V{yeCF02C4Jd23sTv$`3~!T( z{$b3?HiHxK?&piCm?4ElDhy>%+xYuZA z;P(vRE3$$hz!be9g&{Z#bJB0r#}%W2-o> z-gjup(6z^%pOzX})5qvN$6gIyr})!@Xw>!C{B`Qd=dRi00mrztk6h#YtV5)p4*HNBLm=jmp=)thFMWsW4bj$@FT+!u&I1+4P;ukn3uG1tP+ zT7UNKoiLxitJ-`z9sID@OMF9=noDehhr$p6k9hY74+J>OH!~6s${B0n_ECElbhkb< zTPFlE5M(@`POiyE5XTFGr!5hiY!9W!JYoexJykmfhpRqxd4lnDvnBmURo`)+^|K*7 zO_-8kifv=1KdQ2z64paJFr_i>^(XiCfs0T5a0nU)Mh?M-1!d0sVX#t}qRo`Ap!$eH zjHkq)R`(@lJ;E5Vo4b@{J3XreH$3iEw1Cr^=wGzqLwLX-OZb%=Uk0ODIb%H8oLM13u4-4X|Qn^8UMK+^Q0QwVz(20iE#CjkGEcMrN;NK>!@D6wPpRD|h; zC#PmQ_L{d!TL)uIVEzwGK(oJ#UfTf^qnVL)Ijv$5k7rm0t-w{K&;XxUn)9(f?Ya^B zaW39$7>vH`6>b`8hIQ0~_!Nc*7^0~x#b`nl5W3Gw)W38vf}xO;sfnYOjZc(U^U0*> z&+RNS@H;#rKeu3cU5F+63ExwEA! zD#yFk_Z+-m*tYfLFTzTWi(=6;e_vXjWVfCqyI!%6-f)79^^PZs$#LW_vv?bJDh_zb zYA8qxf=98A>>Kk@dHF}wMRL!`Y-U=hsL_*+XsB~J%nEh55qu7KfYM5mVd522=p47y zxy3~yj8rXZM;{X9DzM`{*^F&9rD5!ZrDCb+9wO5WL|$-14(ka7LHVKRu;)-zocM>RU zgz!!-FIvfGCr=IL%11-Q9+*RviR~CViRyyR*+Lm11?KjJ1KYLhq*_U+4@UWm*_d)b z&5pKt!&N4MoI#s`^^^4(Nh5!_rcjs0HJ$LctKszq{yI0uN|j2t#^0N)hG{@R4hzp8 za!z%gXB!pCrZAqEtNEu2BkFWRK+6PP2^nYxWm}{Zp5_&%8#nRSn#(?NZ8VUWSB3D~ z5UI_WoNbkshg<>j?kWBNXF+pK2yln%6q zFcHN8-(JQ-{0_k=?jdhE(rc7ib6^(E6>K%(Q#@x~{Cy%Z@bigrdGe2q(d@2hB2>KgiCFPDlQvL#t9kcZt_{b-wo|?#l+>C@~ zZdpV(nKWnJI?YTwEGy}Zyly)k1^Nh~6H7YqF~rD&*<3Z-jn3omE#o^*uz;t%Z>E~B zY=uMCxi^Q?{&o3@5KFDj-U1)iM1gFa68b?l z)Lyq52!f%#g0mtYM)0FbVpn!1_QWC*Gk*PEu4v5#8%+@q9)w{LPuYC^S}1PVUrQUS z6=L)58~VO}`{E|>qQkFGvGr>%-b4yMLcV$*`=d`NsjLHL1-}-`8)p9=9B_OBskUQJ z_Pl&(Z}@Fn)Zvl=y?XEJeD2BcLF?Auj4om3jxaV|M=k?5+iq42cf<1f9KGlBxFU+C z@(}&b0!eiI$?j9EKkkh16{-D}$m$4W;<;E~=}k#qms*0czP$d!6f^D2)B4c_7t=As zRySlZJpf7tH0l!dR?jlvt*QE`{`VW*Q|vP_t2fQl(mhAlyTeuDZ%s1GWBvq?Z26Wv z`l-V|T6ii=pt3kgoVKdGPMjfj5r_(S=EFbnW zF-IljctM-ZIz4savrXjlql(k-f9r9mRo;+j{(WvE&G!MEYs>cItD!m>7+5fkJ)0?& zHHWQnr)qpFJc%TcGkBhbr9O%zs(kV$4|9<#MIMgq?uetsXra6j-cF4|D1OeaRFZn$ zaKr2+Rh1ajIKJxSwTf$rE?(lz`3m=FI2J=Gd(`HqEd;l^T;kd! z4*z~ugMg&b)>Koe>sz1?8V5O%V7-JF=($zOZ-`zeBMT%xWpKz%iE$?!v$1gPSRFU5Q3=D|0u#1_~z{Q!8{C&>hYF zqI$wZ+02B~`^BM@AtJ_tPK{8#3`XL=N&xJVjllM?Vy&m9ybeN5$ap1Yda&%xq$f)CU? z$2cjOIkbRkD`Pg_{6cBA5`zAyKy$L0xe50RlK~;XPWc{QpC?+Ji#<%^@?llV*66D) zop-FP%SCZGU|8p_46cKVgEHyBA7mTItVtlPl2HgWVm}NHL03b8gHtyfg2|rWJYbc_ zDqpwgEn7m2jq^)-P0IOfI9X^cO5fM>qc%gCoi+nkL`ihC2`hX}XVsoXx=LC;4uOAvZ4pw`5^S3Z``; zSMba05dH!e{3nm(tvfAo%hp_JFW)9+=;ZwOFn8zq=uuyN;uAud_7RmF(%(8ey6~?w zd3t=_UbPdA=#N(Y!-`x&N2f+p9rAZyygnAsofi=*Xq~p0i!|sq37tN^yC6{#NT9nr zco}`c9uU2NprTN`5^Uc!WoD(H<#uP1=2~y!P_~u$xt{8C+6>a+*-e_0UlDaiXSvV6 ziZw+$T?Blfp{%fr=67v_tZOkm53fW)M|ub2m$4*@3wZ2g4?%3CCBxPZNw-#>9nmaj z82S-?piq@W=rR$v18=338%x7>f;^~B+=Jj(@ZGLT{$Nb@QF^820(Wo%`-ss-35@n1 z32mq!CMh`PA#_w8)g5;*n%XN8mzWPFMtYJ$xQ5TM?S7LaLM6DYtLI(o>}=xzBI&0? zjZS9$4R=(Dme*t8CEc&6j9j_v{(!gD7z!l5kP6ku!Sw)*TEUebL}wKHmu+%YBKvq2 z(6Vfono>F#1`)Clj>B){H~NK2o#<0qc|)aY*}3{w7@%i=srU#>6EXhf-vEZ7x2kS~ zM;UE>?z~ql@nFs%zJDxyBu!L&75e;X-el8vc~BXmB&4ffXE=Rvstmm*%{Vg)hH6_Y zmMvJzoMeF^mn-ApXgDTZifM6;C;bVDc8Sk1DcVX;pFeX19|6mSlopy*g~~S&~Q;#s3W%2%q<4y-TB1q#>kgWfHw_uR}H&8zS)TVN&nuB z*i?Py(uB}HAF%ltPfzcST=7XdJC(U#;A&BA2nlO?Fa^X}i68)a%I%P;{3F?9fmzM5Wf>PCMTm#GsYyHcDrB-^NkcyRh~;y4z``7cf%~^tWR~& zEaP~O;zvYWPe_@l{cAPnnzdU(zNP;y_*%nKY10C>nx}b0)25;&v13m}x|7GkyCWdX z=%8su0tGY$VF0Y%i^^J`nJ39r$SLUMDUEA)weNYnLAGqTOz_-l?@h7&+}?F>k$k^f zK@aT!23kr$MC|mM&IpA&3NigKLhu|s?RY5Lx00577@Qw%4kO2>s5VHSZav>Xkku%5 z$<3S6J?;kL7+-_XD0dV(d63Tl(Pv5?fTz~27#}Jdw9^0)n#&3$cjNSS6NTUHo(G3l z#a1*?QK5*yTSb7FE+#{ygm1Vt60Y~A{>an3lNd!R2Q=`|AQ$Z=+l%T6B9kfj%AW2lAw5q>2me^ z46#N!7Ck|Sz>k{gYlqf$T)PL%Y|_#b2siPO_;*ZByoi&2EeUd#!r?ismE7@BWJwrz?l;@-(D0`nZ;E{il@LG0^08Lb9Nk-C z^#P`8(;G*vGD`D26-k*(!`QzYG|-)Sjq)<}<+0;*A?Wm4;9bstoN%v|D?pIui)Je`>|_-taY&5M>24>k$D!J}!E?tBIrZLdH z50b$|Z6F3|h)n3N<{HtKV-SCg8m(cr&Y9Cx%kP2?TKC9n!Ow0fgKkQ?p$NSkVQLF| zk);lc=G~6x>oD~=VZi@Z^DseiJB)yLPMr$4Gy@X|!i7cHR=&l^D`dgMi$40j*`$zS zGLzoaK{WM!q^%MJ6sqPDOuVu8*p5>LeY#nswye&4>e(Z z2#8#@O^*62-@JZxY&ukPRRPVii+g~%>&cP)kr4`H|2U~~0N$Eho7B^@{vp}Qdgqh) zBzwM8ue@_LKyU>=poqq`NX>`sVA`(haNwQI09-A>J8d*k{n=Mi=@7@o_>MBLlhslA zu0y9qgz@;x-$3xq{Mfm1IFJH{+ZCeFmw>XO3MP)HA$xcb>vH`1(Rk@EmKp_FCNS%No3cW;4AnNMXB*wZ+xLu4E2K-KhwEc`A)Yw!N46y6=S% zp_Dkvgwk6?XkXoX$OH-~jr;MiKGP_~`|AUu_kB(Ikl8nFb;}J-i4&(M!}d_t%8;mQ zTPnXpXSC{}1owI@q!*hBbpGM}psq~^F;bY{`>J{#bdqew;S~LC5T1D#;^~urcXk+& zb-HD^P)W^GY=M1deX{F`^c#5@Q;}k3o&#wIE1*l5I4dws5g%S$9n+zv zl}pX5Y5Y_JS8Lw(?RAX$v4_VnkXCkiS=(rf3I3xCmZVi+8t59i%}6r2QJvp3LwMp^ zmwXJv&4+U+-xz^z0~mM{EukZ1sl&V&#hn^O;h#~6@d;%y1W zr($w3KUTyQrIC>5GC05)`dt*ecV&CLW!9bQ_PoE%pr{c!BX@-D)29ow62E5)hBE6$ zmw<0|C>ekzI~^kh*vY({`ti0qwpdTZp>a0e?ZSUm5OTiz(Uw(-sJ|^KX8A!~UmT zXsR{zg)hH1vZ>2MN;Erp1%q47kwlyfXfovUOzQa(=^5yGFX-EgL#rnd|{M~7p37g$07$G``-`8oCT0A2gpT>hem*VM1Q7%qL9JnQQSH?al}86If}Cb&zP5#T)V)pVqE3_E zP2spDYW)3ai2N65Q|@;JVLC;NE5t>2dUJsc#|yRqqQ8_6_|1G=&7AGwP>IfE^GReF zB>Z|GBa5lj)A2H+VG~atD4Fe{BEzQ+u@*6C*^PKL5RA^Mrv-`Q#r|4*5yiGB#onpZ z?Eu}c1I@dE2X`bkUKZU;R=V%Pw2^TCo_Pymit4dJkT1mN!30K65>zLIxa{sSRL!Do zfe5?sKG4>*QdcY;GMQLn?;W z;m-f)`nT^Md*(S^Yw2|c(OM%l=^CF9GnK$x3~Xx{Fp;VN51pcwAD;AQkppDr&^pn3 zb6pxWu{=Xqe<3vJ-xxw?99+Sm({(2=uO_9FFb*-|10ASaQ&O9ThtHlKKL#a(r&ourmkmgP=#` zWD*-OVYXxbvZNdHa_E-YNPiM8#RL)1tNM%GSjPi0L4T*_q1KR|csXWL7{qpTix?!g zm;3ylkD;16A!%WH`0a**^-X?O)Wz1?vSQ^Dmx7-4G@qT`rXS(6zGufHGl`dXd5UwGrrCuGcC1BY2E2;Vq3qZ8R6$?q?k5X*!(~+#Xp6k!q-Kt;O@hrOky>_p zaf;NK6+dF+>!_V<#(fwq;D+rebJ6i=@CuW#6nK-Kq#^QR1}uz1Z3v4}p7-zziG$l~W%CA9} z(q-plcW$&2#%KtZEr=(0A)(D_wA-$M#)pDvC1muiu(<++LHwVy(PEgew+Dh)yLm$dZV^z_M;#REin8+~wQ-3d z5v8;>M>)cJx+^;6ua#ojwPxzGsZxrxPLZYpDbi%y5 zb8e>{VVcm%`x`6HbayJf=3%KvLfGPM{_DAf7kb{rdWYg5R&4b1aBi?_ugR}KT3^=F z!AR7Mp}%vVUpvbYj!y~`cip+A?LRK)^f`P_xvA$ttdRjsVqDXX)mMvlSs?ge8-XIc z#CEI;_Pm)c*}KcQGXyED8pI(t(mCk@gZM;SyP9^u)ok~Je;arXjm=W*@WO9YS7t6y z38{Frf2C>iWc6UoqfTVk>YvC-DlFNz*f;jfOCQ85AKfjA{Jia;VA`mX^ov`|q46{o z%j1U9*HtzI1aa?K5ms!gcNPRZ2o3A$U|a%we4R;KlTwil?SbpIyid4=8!Ta!m(4e+ zKO!#>kO6aHsZD3Xkr3+hF{un)`PkokQmO&x9~|nYzLg7soiphb5}QfKaoQTKdJn^( z6@?-SL@c!!P^{-j)tw=#tcuZkW?yD9C?T~%m3tgoLT1~m$GF>z) z`)o&JBxhuA>vlIdYhgqKPNp(7I#!+dq>a*uSk}u%*;%5nN2&SdD?)%BMg>~Ub~UHX zfGk3iTe|9iBv1_R8o)tk=t&(oh?H`*5&~=!44VKOEam10XHI70SmEpFM;XTcF6jSU zeAAR5Mk8f8|0dkI!Et1M@j>1^ms8u4lyBB%{GQYBIjrnA(Dh z`o)$PL2xfBUQ+;VmtdytwN`hT7hi--`IbUtuF7{dv0O2Ov@ZjtyINhHE~Rt`MZC`F z`D-_%yIAa;e2%483QmJ7OXU4yGhEf_!>+q4emyW3X#k1kS2-J)YSFGwW}?t@vO{W_ z0r4{rH_`SQ+k}$m0&?o2tojxa;!LkO0@34LLC6O=xAp5iZt$k2FZRLTYjizWS0um8 zKg&e%{|gmB>c3n*BKrZ_<))Nz{4&j5b|4{8KK(JK!^-qk66GCCRPiSVdOy_b4BgO) z8Dvz5=DQLUZ^F&-h4tgk;aGh%*YVXP+>8wD`OZ35T%LQ@$EIPMn#Y0InI`y9(gE7u z-(vrBZO*7-{IUyH7yI=u^U+A>GX&!5cEOyy&KwANii;a`!3BN4lxoikSmOF(Q;BZ> zp)^dbVffyLTdHk^xRu*L6OmK+|Qw3g>jI9SE@5U*i>M`#?K1(T5N65YVQlBi?kFYZJ;vE#$Rnk z;Q5w2vxFrR1ppHwgvsE-S02_X^qAROB;qyEu?Imlz_(ug?CZ-pOlysP`U+nvLduN9 z3NcR!7Cng2jd#7g_P&K7hDtwnnlR(|rOXa&B53W!1cX|vMb~mdcCo2s68KABZAeri z1z6;~D%Ks1&9R!7+3n1OG=e6;awrdkGUcvNBs=K!hC0c4a%FN7ZT6rqOlGh`t7eXu zvO8_-qIV39vG;}@#5Rc$xu^NMAz_$dLst2sb0Ez)SZX2iS%@a;NHBod`P~hs-z|TO ztLhSBV7RIJgZWRNRXb)rsbUJN=`c@Y);6t+H(?rCusfDZ$}Jy{j~~Q z)dO4OuUe#|RTXt=KdbMH`Fq#Vu;*7`KcH&sQm+5CBv*)Q+h9q1p(3DOO)aMcg*jG| zZNbfb2C)A1_tYxc=@n*}nGc6Fvd*@M-{O|$M+6E;M^@RN1qwGDv!L+Rq`%jjS7N2j zK#0Ey_=MnGh7Xj;+VZ2aWcsLzbMYnmK?3`tZycK-sdt{T2_d<09F8prb1{YMX!5OF z!RacdnXXfLA_&tI5Qi=p1Xq}`IQn4r;I$7qI#}>O19SZeo;|aUbM?b8P6m5?GM-7s z8zhBJ-7^elTMu+@!=q4ZjRxx{NZ1n~(Hzu6K1Ve%i<{*Ahof35hcLIwxl1`IW%$Ok zA-jf+v}}}u&GX1ke6sAqgq4V$6;V;uzx~4P3t-T`Q2A3Pvs*IsR#jJ2Ll@oG?-0Nw^Pox$n<>;Y-p5u{vqY{Ur!2IGE&GF z$zqilC}yii5K_Z@t{w9ZxMlM_*$wn?LAehm3YoAHI{)EI_yn~?smFKyd{$QG8`S$A z%koEq;zXp+J3Am`ro^X#iekY!t#y&Kuo;}(bzSrf@oHR?NtfmcKbDwKb6%jC?)}eD zD`2Y!+yb@+7_mTvuSk-c2B}5Dq?b+s=UtE>zt$+jM&MdUhZ$NjD+wNpwuV>{xwbh{ z1|fIJnI!Z^=|d7gQxnASys5ixSNMsG*^cbG`_mi-QpL8;gVCn_cLkdH zQKiXz&T*GL=xeVvN@B1!q0BqEe_)tB?j?lEskv5bZ5wbRWN;E z!ur6*b~-%Y>jSEN4~2F6G)F$5!!)CiGy!qCrlZ?-KEskBkft=JefiTT<^y4BP0Meb zCF0{R0DCwBc%sx`H0%Ej1%v7z^$k z!GOncULs^SP*O)>PXdps_Y}^48(hKk&F2M1mveomLS|TO0CG}NPQoC{IPoIgM;c^7 zN9Fqi-}X!u08-KX>!y*ncbXW8K&G44l*`MC5Fq(}odS`qn>+IPGG=>m;^Bd-IhiUs zv@PwhLWzs;7blkZyoKik&YK1APBvxAoI>gg#8QYn;m(MM_)mFBspYrTyeq)h2! zl=M{68)|6(mbmEN)i9V6nn-wN$f%Q^wB44Oh5#9icKhG#;BU;N7q3RjR zxa`d|Y7v^%+)qt;Z5(`(QRS*ElAvN?l`ZGr5U}lD&~CwMVJWkmcbck~a%h~~t#u5i zMh`=$xn4ehiz0WyQc%JW-5&?mxRNl+IKaFb_O!N+;= zjfuNSz(#Z_1aDbC+(YOc@#I-OK-h*4N}gYj_M8ZyBjQWN7seH_7nl>nf(7U^Gm0kn zd7~HmQT(DASychDn6;$#`f-w)&pOgTgH{I&E6U*V|HgMIZ0lCk*2$rb=?P29S+&hf z;Jo4TpZe{NNu>Rwz4x~j$Zd^b`J9$y5(FH3MwLs&eTb|sDPZOnXw{LZ z3+H-lH_Vs>2(C!B@Mio6ccQhwj$=r}H~0g;s~VsH_^wF8x@@~4!fJ*L%LJ<>@kdeD z1c>i7J&ameb{C384o}Pzl9N=;Z)+czFzGPjDA#x#W&y6;++?O`itscYJ@OFXX*yRo znhu2eNpb1MW*7 zsy@Z^(!N6qNq7Wkfa|yZh0$PI-*6H!s(MziiG8I_9KI=Jzx~@TkAC9hpJE_{IA}oe ze@r*Z5Z6X5H8OFgDThrw)Sdbv>oph?&-OjYQQQ34(;_tPd@RaDxuKzsM4&xoAo zju66qJdTFG&Lvt=Sx_}u#A(+Y)Yo~5W4v`xP?6hpmdx6zepd$$sUfxBr9nRM- zSRcNJZ>_Z6kNYKFxCN0Ip5T6DY;TQOH(Zz4O!PcZ2hZ`HAi(WehOCtAUa!3+remr_ zKjI2Y3E|pK6yY!wI%?uQoPMdoD9Q_my(;;I+=t@X*Y!<-AC}iX<8zg<>kKBEmbxp>t%EXAC>j zK&kHOpv!!Nc#QlfS?53otX?xcZwE@%nG$*Jgbi9&KXYzqaL;}5YWIIIKreX@3E1fZ zbe%YAms!&0z?S7N*cSBF^BRKjej2ylroWKNQvATC^?gMf77>u=mu&ej>x;ILMK@^E_zJL8 zYUlP|gXZKS@bkp_v<-Ig37RvSXHVlI(Lk1430;t!oErjOfrGcd8Npx}d8!j8rqXK@ zMYv(-@6UCV_T&$VyWGyd9Vw6syFi6GD;J`%5y4?!H*bl2E|9U<1RkLHX(^u1BDMKe zF@P8R#19+d6*_Mq<_|#8f^HYlhkxn!J(P}0!9V(hwHKS}9UhRCF+YwT6VW;JjS2`^ zLC}JbvZJgR(`AQk2oG+zY&}tQSFIe%FjBsPL^ave^Pb<)o z#dW?n@ttx+)8~(is_>^P+ulwO;}PCx`+Q^gI*UAk8r7AC5q@l6D3S>=cUfw>+ZJ|% zFrLWb@R=NW>D1h8v00wOi8>^ae!q>U4xHG3*;}5 zVDbi(K=gh=?9^b7&J6jaywd%Y`o+ICo zJZ077OKwSdt-2&b<;u7a2WGlWxN&(Bz<~L266hOO9q{y0J>+bu-JyoXD~s=~23-C7 z*J0FlQtDyO17dHA%V5-ffxRRGM@3@!IEdyDjoQB%cudB5~ZtO;` zasYJ2D#hZ+-G+MO;jQA10b?R*fh{({zl^s!)d{G1xU3+vniW>>O0p6|^vOt#A%#f7 zY6r^*Vd}z7I41!EcN^rOd-DU9Wl!o9CeMx7I;W|cC`AqRIPO!i+3nlWmfLC1%d3k~ zWb4Xzb$%M!Yx(W9xW~H)j$deLPC4U_)%Iwm7!4nBK*U=mpOyAb;U?R_@EC5@OS=b7OK4)O z8w$kT;r8nMnD_=%LmS;ZJw|orR%I4A>bWaV0mwUE;%4H7?hSiwknvfS5-V?&kNX10 z7-Y}wdOGx*W>5fA>)ZLjicC?_INgEG0;nrHgstBO=l#h}9%*45i8vSi?1<9^x9;(bG4?zKJ;EF^_8TF-vUu{DttzzFv`2NoQAV_H#g8<-^6VnO<-D7(Ru~}HzJ0o9 zq#yKpE7%ox)y_i+f^FyCE&Z|~Kw%A8840le`!C8Jel(1*zRP8&w*A3@_!3AgV(_au zA8$w)TV(pWtn+-fY{1FOlM^T%<+&i)0S_%LWfiLM+kE|UkX-TX%S@-g=8WAuHn~r} zMbI??mp<>pQjTN3CMM(L02F{VfkTm2StNl{yaf2O8qtd4F=_EHPv2vfc&+%65jHHR zjya%~(>|9L(na=62*_rFyHB7-Ad`lQqe=jyps8ZS65TBBb{Wc1E##VQL6Yddyt`c9 z$f4{6RmaFfXpPHV{z9(c;!T;aNC~SWy5C+uC}gO_l?ylbNL&K6LcRaj?CXN1SCZB53*)F?Hv8MkFpv)&a6})o#CWcd04uflyo?@6|=9cxC2+s2Fg6 zt{L+eZ$1(b#Z)3 zaI`}b2wt)91*UAEO{|DwE^q9!r>VZTQLp+h7ZUSgS$#)Z%dhQh3JA00GZR$WT* z)oP%7XziSgu`7jJWBhg*CA1EnO^SG~eT__?>*Xt$fU+Y8=!=~L6GnZA;<8&G@qg94 zfVhrdgS>IGLW3a<9ZmV!HZ}b?EJ?zwrdE+4Zl^I`i!#e7C}LOlN%10pr=NqO!>vvH zU?Lx=`cJsxkkmMIjp%Eq_|gAo=wgV>s(FS*K8*9{q1K2lQ!tZ-W^bj^HgL>N5RR|{ z5@B4y4Es^fPN<50XlAEL6RaNSEwq(0jGu*xxvY%);bs>d^_%CqRJkL!;5jwLBo4rozw0EAofCM{U;Ct&{3nSY5MT5snr0 zczBU9NCwN9kyV6)p19_L$&i}30#|K=+laI3-~b&%xs+gOiQk}O!lOR+6X!SUA6lmR_krL$h7Wm6Qaw@d-8VU-l?gomE)LXxM-#*jnNuXO zLzEEokL-VPdUo2|yCi@&Q?`r|RevJFK71m`F5Wlh&XD{r(w1dykqF-6mXgnHSS-M3 zq%dw1aYPigFC?W>wcDv=KS>8?-UX}2Kub6gIGN6{i2SxrNzKFiR;UJLsgltg9>|t8 zleOM|j%J1gxkJQ?Gq|`uGC+B1((>pIbV#7-k<$n8a&)SCopPd!h%?ie2iOr+;e$E+ zOlBqNUWUH)JS`T$xmWoKSLev*gf-Rn3J+=Ar5)TAEZOxOlfk33H*ATfSi=S3q8PrO zW#Zl_8UC<9v2Of`IVvJP72xgz6-8;y3F-6YVh@f*W#j<LXjmh-Mww!vm*ZL%FUz|*h&Rw8~P&yN=H{A;fSxs4; zem&DAY%5D^_eKA(HwMdlEP==Pw(P4<&-uL064ap||81uBD+5)gR5dU=@B^%Wz}_tR zUIJ0Aly{1Qz4~PG>$iz`vXk1rW{t^in<~KUx~p>2x00I5ddJ4HwGD}X&TSN;zinhBQOud|IJ>>srXJqx=BN{VrpD{l-CL~7^HN~dev{`EPKnk^P#@?A z_zsqI^WH@(Di7Cy=+w2nFfcQQbHJaAlM1!E^zZuhved|W8i=Coas{dqx@(JhCWC0q zgN-)EO_1g?(`2xl#-;@PIzArr+O4h^B;C!=y+eq-zvY@eKUca6v%^?CJmY`O)8syRCkXTrcu~3eu%#w3o^IG4xc7#aElnRM3VIWDN@U zc&tpraYQPJ(Uy(?%f!y_Ur#c1Wr}#}nNtEq;>;B4+{9gmW;ojlQ2d>P>0pRrUPfQ~ zOeb1@J-!k4a?tF!QO4Q}@N}zIl8QTN&7gbf7{PMJW*+3v(Z)A&BL(7ta&S|c#8wvI zh{LlZebG^O+SR(yPJLn)8L>jXWXth4XAmKCD_HCT|G-XLvGK|B+B~Z&Jlkn?$iXDQ z5N>O@mWC9vTf?~TSHaSOp#u`)-U%e%=kRDMWM_Mz;?WDhmMQWc-|&0_qU#+i4Mb67uNhjO=uXV)m&L~Y|ze>Bfo|!mQht>0%5C` z^$p5_t@<(Yr5jw;aWR#DeO;-OpEQ6Sd5@tTFv8DL;eLSV) z!M!85#{!b3KI!BHv~qx^qgI0ndIej#&yyN*=!)e4b?F+^x7yj0t9%qK=2K1xebsVK zjzhy;sCR|!mlk5h9nl%c&}oxiJ!@hMxRzu?+0;&WV>P#K4LjsQkP{umRx7{(r}cT< z>9`Cj-I{nd_5KFP#dO_Xx)?O0=$m^Hf+I&K9l%qzX(+&m=!{>4Ko&D0TWv zD(}3(ZzS-y$JCD-WxO;_HKI;HN_O$~)NC94?fOQ(GN-?+LG*+6{UcWQv_2bs0vU;A zKB1k8Gt=U}1M;V72^Pj(OhwJvoCcXwC7CWv3D@iBr;+E{3@Kt9Od;%W_JsFTUm0jZ zGea(DpQ6LJs*Go%O(8ou3NPln7({9|3Y5=~#cZwF&l9*mZSw?dI<#)aTr~*LcYC|$ z@=7|LAcThYOnA%HHM9K-zhpG(xc2XejKpyYsL#dq3XIO$&J=z0m`D#;iV^9M*zE=N zg<}q>s5dN4hL3%{5r;#YyVpMDC#x(;dehWn6l?gQN!vbvCYjyxxEU0d6lnl8A6GlV zl1_NZ69Bs0xpf9|#*)DSP_WNy2qSWFwQ!RqIfjzm?fTGTf9K2w#DGHGTqNB1if?nR z;}liw9tYmIrwJgE4i#=in8MD@(F?schf}lHn z)6W*HyHqT+rI=#+Y?-=n)jW*Ur==yl%{$~dg>ryFqZ{^6GQM44ROvF<;+)Rpiy;Yn z1`4Wn%1d?|mW}83D`##v0 zWDTZ0(r{G(J~aXQKQT_`c!VyRf5V^g`K>@@I*;f;i;4VZX-2Pd9e*I|aK{hm#VXe6PD7#2MFW7)8=f)uWE} zCH2+}%aX>?bm>oNtbKc6k+d1+P1$HaD77#B09b+d0M{Y}mdQcDQlRM7^i9S`p)V+f@2YA%hQQaTEqi4xyBNDuQEw1$QTAHxvE>n5$WO9v z$7_gsdVPBY)Xzsht(i(@O3fsLy3ld9n3=}OX0A&qcH+3lqKsGBz(BaKT} zrSnYBjW4CctL+M3RG|Z&$QXa$&~#a}8xHOGm+a=_Fs9TEFU`hzl^p`8Gz)WnjB~e= zo8ecu^RaAS#1Ncs%|xN(XCI8B1uM57zpM@I47bZ*;(4QBtb8V^hv!cz8qcBUh4$U8oNomHOa9>@v( z$ir~VI-SzarR+9j+P-L0Nt3z}L6!hMKADXi%dI@BO;#3Nyxfl3pnczhXeC87pQzfwPrjIT!7K=pndU!9v<5rZfLnItU@ z@j28XMNCO;V=3!8jI#UEK3u%t3xsSptPh5GF=AEgu|b{puO&naI8S@KJf(q6$u5vO z<^ijdtw&|me-HHymSD;x=5tg}$_l1s!CA@oK{kp7wuhsk3vP^G!Mf-J^b+UI04Acb z7e8V-cR3*%AS%lt^CAi6256m~$x)v6GJW?~ z-B%v88$mVrep<&zX`Py+jP9+M>sSTFYO;Kmxtb0?ev_BA8M*Ka@P2aFOfyb_29IR? zcGujok^vrd+b6Y>NpjV-(%p$GoL$<+c++Qv7*XCWx5U@>hDd=}{F^??uW?GavE^|R zxy^*V?{z4GJ8H(1`-G>q@HNxdHHOEbobA}3`LOzG5h3#M`!u@=pGw!f^9Q?eeJatI zp)>UKbUZ1BPSY`*)oJqkI82+IP+H$FQ>T^n4b6vy&py9Bl}Cs+OGU` zSY@PaTaC0&Ii;L0+%_@mVLqt5BO>MSUfQmp(gZJ)u!9Xeit6%)nHf4baM)QFq{G-5Zw!EyBs0vb(x4TfM zHg&`F7??h2hT;TaK!f~|G6LUWB=Fgj#q^+J_6{d)rzkzrU$l6H!adu890Lf67X7_X zNROa-PGsGjvPQKYZVZch;lN4xSL#orNjZDPpGeAu>?A!9{{(}NQz6S$ysG@jRoz(`ChGCDQ=U&SPNpCRCPX67C)S?~h-VSC6;<{8FY6n`nERg)}@fodac7?DA7 zBWI*Ksd6=foNk%ZFL0-JVsh6g%;?3^SBOQz6-gCeeu}i_`3@)EQ#xZ2ysijTRiQuG zu>1a#%>l_g7f~N>4u4XElB5$PX0QD0ii` zb|hY$Ia$y3Z0FZAU+A-PRHVY{c0C4HJYt{xtBYVrtp5Y>*kG69;@w(2&El;9KtR90 z$d*H9fh_HcBEfD|MMy9IbRKuN!h)d?gC8~>ArW9%*m$E)w{pDaFF%JvL1vDQ>)8b2h`}O#xX9mV$Pa0Im@vU3Gl> zbRD@!<(p!*!vCAf3huIwrrmDm?yZlR(!;cPSki=$^xQk2L(nN-As~GnWqmW}4G)$D zIYP#!VPOPOP7&=kMXa%2>*AYa8kq-PQ(5pL~o_{}4{15gOD4hs&QL^I@g z+jQ5E7Nyk#mNPe}Fr;LRTQbxZ$IDW;Qz(Z8?k`4rDn=Sivdo>(4UzQeLcNCJj_Z{* zB?JfF#p>-d!iuucUA+_O2L{prj^tukRNY{`Sk{X;-PU4pw33GbB&mkEXKPRQ%dU-= z2&WM67e>_56cAAtW`vBlM~6P)!k^h~O;19jYE43*w13C=oBk7sjy1I!0)FN%SaD0& zc`&s*Qs=EO@T6L@U*}ywYe~>j#*2km+)Axwl9oc-g|jCVFIFHtVp|E3HkH3nTA9w+fL{6d3 z=aQTw$R6=M-LmE2D8f}3Qe6}U;zjZ5n=Dwn0%^#N?9V110-@~?m!tL1lDwfxPI;qU zCBZreU-lyTQdQ?^$hKd$Cb*OvS<~cts6VKDV7)F+qrl1KjEW@6=ghul7QubJktOW1 zi@z!3Wy(o6Q0nywK~{WpOw9+nH;qGRUs|a4JjE0bJa=3kLd+7ZXGjG3z6&31URPFJ zEQN^inE|AYgi~Ev#8ny{!jK;mj+)kHuYq?iCsaWrQ zXwkpafJy%0PZCW2k@ccELQbatX3XT3(ZpiBB98ew_4O0HH}F;2u4-^`{4A@hbpMRU zDchYAXon!!l;^en=H%=yp&zAb?hEDArK`zg60prY*~%L-l9P zUY@@hkv%Hz3qP_KfC?u;qa+Yt16H~JvO~f1)ZK0#oTJ~?I1H*ahMH@@^F*K^ zARu)cIZUSJvqSTP{O=;}hr0@z%Z2#i|C~fmLcvzHKVWV1c!s@5083Kov4aI;XJoxY z3c1oyuB>)ah~l&SK8Ql>L+wdK?J)#sGp6wU^RhI9M@jA)sv(EpE}aRA8oAF(5`c0+ z`?sYUM_4XmG{@rXy3ZeKN58@`QE~#)&9;7~K#>Us4|6qj$l!CoLA*!kkbdkeeC~_l zIzlYhP6rX6Am~XO?R-=gn<_uuH41oj?)PTf*b7-~%4pV*#$(~Rlylj@mZE6TlhyN(sNGkKZbUA63!VhZ4 zZbjC6&7D_7Witb^6*WnFnM6SDDBP?k_0;}sW+?=RhMqnaLE?ci=Od$8el5<`Zw43R z_TA2l2`jpuSvWbN0pfoUU#<}Fm){78sA`{G6G6XNlK3bW0zGpxA}UN}R)6hkOLK03J?^^}z7P#bEeAbnHcpQUZG2Y9vo01gK8al%q@uu0-cw~+C#OqZ~I zl}Qg63D+n~?ikXO(zS!*UnA52clLo6p{bzxk!2rYX4MbIe2?hF=uAv`W_Q;N+YC zxu?q{5NnMA!U5aaoE+M*>lr4Nloy|jGX4P%LAG=WVS2;6^FGG#3&V;B+g}6@%MKD1 z$jdR(-i+=}QGLzq>XQUGkUQ#o(f%Xl0_;0aAtc?dMkw-JZoYihJai~8z#+7@_!yty zM&`&cud>}~u?UjS^M;ei;-hE@j$*q`9z^B7yy=e?>IH+6*tq!UZ@uQ5sR$^Yt7v~t zQ={Dtr8A&cP$kwSu3aAr5yhCzr>iphl(*xD+4(iO*YvKkt~=}YpoQ-3fr=o2XBqk> zIeP&1ESL`8{Xy3yZS`E;5&*&S@xpG=1xe~yZS)P}reOIvA~J-y*6?8mr)XWu{;_uV zgygh!do23~;`^{E6P&S=kw{|L_wcKaj)e_I3(mDGX`u4uzD55;#GYays4*shQ8k$s zA|?+UKRTA2P}gGbGE@cAU5TX4mi*XekQ7Eq=Mv6`04gB+FRCiYEHcmq{WYKuWEB`J z9rBSnfK1T*Vd;QqX~?lZ7jU6AHVXY$MpXqtCBUxR!B#$lkxHmN>a;M6E4P*~e8}z? zMq3fe>%O&V_@KiQ`8;!iWvp5U$=_9`G1h+vJR4bo-!gpP@)ztaApty2bV+S>>u(iYKU2cd zDKn>?gNLhT>qd)P5Nh#OoK?w0o)}i`49C%X7l9Lv@&B;8Fo;P!rAxeXoN_|YgC5ZH z9XP&%nMa~5yBG}z4thS%Z64+WG4fW@-=&H2bT}RuB-%tB2}L_3F1y5)8nDuH`@}=8 zy*erOk#O>{7arSgrnCop@`}nZI&6HqUP`zEwh9kBnOVi0J^q7RfqJfp2j2e&s4oqm zyy;7}Y7m00KQRCr+8f_?Ff~=xv+2QbKSOA&-8+kLM3=g{rM2P}sLaVoxfQxExEE>wDWnLJ=hdH?h|t!i%j=xEp{s7n3gbsIb&HgYFxp_m2OGpFvkTLu zZ78hya{4r=AbrccpCQk)t+$CUFgUbHj(&K?S4qN_IB4rPI2s{@M_o@frZ$-xc7J zT_<)tNWQYm26aCGC)t_UKkSHTukqN6QENn7tJ;YZPXR?&WpXKRl15TWeF~;r5bL7} zBLaZ6psVkLY6_{y*yUqK31WB_cj>oJF#=q{DIk6MTC+=fByoJ74NSp@kA6!xO68xb z-({<4p}lQ9>(RoYEn3zh&xpL*kOxNnQhn!VgH&+~Bw(D+cIuiUh@eaB7oEVxWIuIh zq0vyd=UFF= z-Sdy8dWHn6m^5W)X?1KTcybIOp1KbNZr6eEXkj^@%IjaM^6u1_TWg>(Y2*G*Qc?9i zk8AK$CpN=HJ80?M^p5;4L)eAXBt&k)w5rqUC7?L)C;-&dG-*x%2_p#cdV%B6ZnBBK zJHphygBwr~fD?Y`=ZfffE^S?-Kec=3TVn}$f^!3i zO!7vW{Wd_R`oONuBg4(qgh^em)Y79;WR7g+;8CQFQ7^5So960Qk%gF}(E4xIQ>pYY z9LDMrGv7AF6fD|RO~p)rm8Xb!poorO_L05ry_{#Ay{oZJY&hv*;)h!G(R6fgkkl1I zpYoRnN#yhpl$?b;Ro|)U6mrOdR#ZtU3tj0HL3SB^0;2DefU3$q4<69 zBxx159YvhjL+5ippe;Le_EjVZ-&^qqMEJG!H8`hR|8th&Gq8Y2f6JA6U@39mRV9S? zQ*Gn|`!{Q`q3P(c7Od~cqevAoaKY`0&Cf~>+-msvXKlbwLdW7qsMtD$RWB_?;vzI{ z7S7c!OTDKCUWCI+b!DeWo^!^*cMm!Dh;4M0Eo`gx%{J(m7DCPJIGCU1;D?t?#MsJ> z)|To}&akU^zU*t7QIoM%DFf`iOhX0);E$6ALL^QxXM!8ad=ZQR)rPi9EQkhMELNQb zB^wEPR(tU)O3~se&r2Dy|wY}bLMiV2X7(zS~Oj4tR z1Ga%N&B0ofYh8-<#BMAlaxmm`rsxYc-H_#JUC?=2YwnMxoRXa=P+?zT?Dr_5m;!f< zG2(m|AHviPdup3vAH@NXQL*Jg&+GDv)(7X?d7<~IRo<2x5+ca;g|mx}UR&aRi9z*b z9SajFkX+q1c94M~ndv4-&LrFr@tT8s6OWgxfR$D9fh)abzE2&2omn~)Cbx@eqA&V> zN6+cyAG|kn?0S-ao6ModbVgFMpMS!+C@>5Y7r}BmgXMa%TyS&X><`0k zC$rVA{_-SBMg0~vbZ=g`H^Y>|1m=9&PkWRg)Wz>ntnm;LN>+9#W?Jy(%33qK7N4DN zmrK0m1^2X5s#T_K`%|nY%Scx0@7PR*sy{mn3^D$y^)wX8J=Od)M|X=FytcZn=#>G^ zX7m>6Jh=QGzC$@EBO+S3;F?1rnZefzkq-%kG+?q`%cU#3%8ad_Pm$agaw;0EBtas$E9Gn6p0#XqyRgt^%tXK(L<*6x$w}|frFnjY4x-*l=2du06O({ig)T39f=714>wv$uyC+1)r)9MVO9zYtdV}~pf)FS4!tDbvE$uAQXTbMcxV5)1$Kry+9TE}Os8|NXVHsjwa zy}a>F95g)L+vXRfsLQ? zA<-;u7_9eLFN3Y;0)3+hf8LWf2REzS*8`if;X+$i)_g!5QxWC}KUC7ir2FGcM?~v> zB44(|Rt8^xVyUG6budSaKsnM+oQR|v?Iwfb=7LQJFpXKRN8l3oC3?Z-uFeQ5&8}m2XLBu&|7bT6?e2Oc34Vg zTge&q20v~KYum=dA~43A_F=TRZ3B#0B2n94N<>j5_(EDs?6yyBMJceH?F)ym6gB4g z@FYyM{?JTp1Sf)gk%50Kpy$>iW|u(akb69aOS|s9tEtv69H)-;UDi4Z{grMRnROa} z?5QK+^ZdpJV!pymkI5oe<+4i~#y6X3o06#r9&Y$Th(84RjvbNw3F_J}HGPvy9<5X4 zg<>QNAiclPf0B|SXPPF+P!ZxITVb>9qXCBdP?( zu^>{)E_J`0BNzGjnecBWyaTwUcJ!t}I#B6)!433!dB2XE9XZ)QJI>OSiG#Ag@6cmUgE1|SjYCXeP%3f=#cn@I$2unM5TTN`c^eTyG1JgjiJW6Y(y{~mU^4eG_J z_C$M_?SBFGZ!eZq14k%b0P!7<;HTbL;0ML-ymS9;Imy5stz+Bu)Qrb};j1FBsB7Tx z`6n=>p$vmYhGiCtn|QZc=VtIO7x%}AbI*2!wkK21LxPoj4dXj6lf6a?IWLpNp=j0! zRN1AU0n1;o^lzxmQ0o?)fNUs4Kd!$u;^RM3jMM-K%;uwAjG$G&o*|4*yr<`ICMx&+ zo<8vaJ%5JGO@W2V5T%WJO=s*^?{z73yA=pyv+#LgV&38b{x6QxLu}hg0XRb(GE@Xk z(+BnIvnA9YAogGVNyDzkZ-!dZ~f7uJJ;_FvJN1!A`5dKDy|W#&fI~=%EwZt zh&yq|xUyf&4M*I7h&0RYNyYUWr&L zi*egCF%n;x1Qv3yn2RYf_&^x%|E(|+&)LR!+0RCgGBze~cEldRC!HuU?j7V`U0}&h zc-sZ>Y8QT+K!Yq(K~TJfpXB`h%lUo|P!@P&FkUCDo_7EUql~(la6W?vIrh_H>(g68 z`HXFLc}Dwfw6FytVlxodv4Uj-NUc*aC)3tegFH?Mk{}=P%{9CTZi8FL%;v$*3>hAz z0vbA(Mjlq8E-`we3?HiQ<;^>Coi&pju?`FXV;0y}vhEDJXoLN4Zx)CVRVoNxkS9mk z*qtbA2c*F?p!2pD#Ktc(_R+eJ>+9v;J3x^l`(6_O!sDk*WsCVNn z>K%yW(or6-+D|dOAcSqCBhd`ZgFF^%&$1AF6isQ{{gZY8OeJf_dppqf<^kCZh_S9& zctl(eTGsS!*G$K;O$iRDg6L38vS)yWRkK+2rx z4i;6ooF^+nmZ1IryLnTp$uva<$zKb5R?Bj?;i3bxnVy+G2y>4}AEKaC$g?Uzc#ZP^ti7lQ3!OXMLh?-sV0VbH!iGpZ41p*an!#M6zcz}}6KO~rL+*pp!Zj=!=nYB? z5rcL5FTAlbbs{j2L%wGp3|x4!bZ+~)!&Ued3yfDeDRJ4UqR2bxN$dO)f7lj9i-7G1 zS*)61ptk#QX0YN`W`6DYuoTSth?kj^Q0$?C1{`7AlIMdh4JkWb0ei1$%!`KdZ1~cY zmklVjFZ}>mf%gEIKn3iypKV)9cC%9&^eEkDSj{*D;US8bA6oWS2xK^$2+Xv=*hsya z7+Ok>9wKn!2e)KyE^(`NtJR)?-6^_}`u}Futk{W`r^pVYa=bl+nM6fzm9g;{u$?_T z%0sLLw;drLhsb)TKP^NSg8a)dBb^e;p>#$kW_!ItGm)L{{%%u_%TpM7(PFi?ua=5( zxpxLSXBm$HTdioS7aQk|iCwPBmpEl|{s8U%FEHT~hg~Qta#lvUqA@b+J0yu@EF!wa z<*6(PF2AR9n1L7xLqKiP)kieNi&Y%#6AcBv&oPOY-ayocrZNj%4`R<8VrW4xG5av< z1txUpcjtJr82Mw+;9ODW6Y}OR(uN2Cx__7<2Fdk;LeRq#`VdK#S4yC%N(a9U%#q_Z zwQH7m4WDNz8iETx`{1?SnZ}d4dv8q)N45zBE^0W6sxe>mzUCIh{icvX2tXjCQURJa z#1hdz*QU=2r|bK^d!g1v2KbR!oM#3Bts;Nold$F85`NcqZb+?iK_cclYFVq#61(;$ z=@~xox5ySOgMC7=NHbpmCRvty9$+-#7kLrWA8q-1O{1;%Je9#!S) zm|6ernI#(_)DSuiS37UlVX#d>?BXCsh2E`}?NKbU!^AaBGvk2i`Nz7K*wBy6w(g+% z#59cqLh%FEKrOA0UY?hX=jaS*^){&XRSApJRrtm~CKxAxR z0Th#B3Z0%uh(IC$hki(0@b13IX^W0U-!S+2^yM@Rd zIAimw)Gl{KqpPE2a{L(p)nGw_`_8CHUcoQ{rom*)HExk{?7u$++6Uev)5K-*7H_%* z7X*XEcFlpj!?E;cvVbgOkcYIW5deZaBYCs9Oz6wS$4;fC%aO?$02Dy$zi7Zp!TQ=$ zSCk*a6jWS$yv9vkT>h53Uq_(yLMQX6a&B?g-XkH2U7R4O41zWh-orS}0hYf3hBj3GPvFk>kt zrh(VGf;=jCz#=Su@edElag5cff=2$eh8->5bs+yP$Ik_+-^(5W`ti$JZn{v50A&6^ zBex1NW1JF@47>1jyUp&NYgEm`ufJJ*n&PQ0pQ`kY6LatiUUT%20K|{abeSVEt~g!F ze|m#O81ICvkEcpRB$bhxr)#??5ZzIYhsP<5wPQI;;E|8xVv|r7P2%InyNfWjgtG`SS#;74V z(71&MKAB%vHbVYhXS|b_Y(1M6g-4w_bnJ{_g!4CIMOkwv?c$JxFIaUs=N90tt?GcM z1*Z3uDH3sOIVdAk63!O}-zGX;K+&-A{K;nvGTDZ*!DXfQX0?mv*s-S3S#A*erya%) zFG*wpeLLn=xk_<{iua6hu0QvZ38jDqZCs0_S zmP^-0K|Vbo3jk~_dHhKaKOw-C7hj9RaX&%!z;8LOuqp%AZ@LdNN@lCH7Vrq>q-BgR z3>4h@Enl)wEKAxN5A0~y{5ULZ_QoQpI5d3oD)XlQnMp`#h%;_96>NNI2xON+sRsA( zknnggbWaSn9K@tGYL3tx+g=5 zZkC_Qh&<4&yB}i90(BFot!(hDlh(i48W;t<8kZpuUE5hbj(d zA}3eg#7IBrKHb3udg^GBg1dxeC74XUQ|I7HkYTBsYSunagIj^qwZMiQ#$N`J)WZ0n zqR;ZKAW+Uz56Ci$zqSP&hl=0?>m8bnKBfQlVz?I8hd1vOu>3Fz?AFjj0h^>Hvw@89 zNtNINluz5#8)V;jmjLMI`=(YA*F-t6|9V$@7Bd0({Js6zqpQH~(y+gP5Ra{gPWRtS zO>C&IHj-OlLZefw=G;Wg_~|M)S)&_St%3C7&Y8nDkgZyVfL1nfK7Z>=&<;}~6`j^y zPigk`4-Avk(KK@vf#XgPq&=}~S5K)cD=BONw9*yukt?jYnQjcVDKNKQz{UPrzCgNX z!=)cq6@4nIRaz?9F*`L8+=j_%sC3JZlC61vHd$Xq|F%gY>OZrK8=Aw;e68Jpm zOPGVrRf(3*Y~$GE4i3XnT!qAL^ZV_mLgUkCK~!y;3tQm}6+8Pp!A`_U>XavjcyIW? zOEIG6@P~NON!ALublHl3edFlK4qX|5AJZY+H#<5~qK0l088d&TfyLeexncx|v!@{v zKdOg%xjn*sw#}WRpNKm(_p^u14B9Z3r3uOuy9ZF1B zr_KN_m8g1RIbT`+hP(un^p)8vOULv-XjMS)B`2L|UoLBVk|R5Z6aWEegw`kaY!S)8 z=t)jd=DtOrCi6*_K-Ly?__CYvXm==Cc}U|QD-zKPkP2iTa6dB0t=XMGhv?4eh_6k~ z$})R#HJuuyQb|-n(`|q|!><$ZEIw}jR|EJ1i|+H2lxzW2Qml;~_As@5s+-g_ZtHwa zc%H)vqsQ(g!0I*#CgUuN@1?YbeOnT4@9II8w=-}2AHrT;ubiM(X}LW^9C@(SW|2<3 zNVo=O+|9MWeB@;2wMb>B4uue4-R5O^o-&Ks#3+eokB{)G)}BXGZ>11*73QoEvdq6` zvWw8)C;Ot_Up1QgO5F)Py`RU}#uIN$E0TL^enmWcvl=rbX= zn^#tPA}JuViGkDoWrxT3)jJs(*+cwj`~ZI%f-k0TAi

h9`(*;37!>;mv7RsGqCm zaW)hu30%>buzdVmM!N?vH;qSQABbL+a{G!91gt?2wI+6aQ&0UDg#asMUoxXxzMX{_ z!fb!Z;=^1H@*$nBtM@93`TY62^pr(t=9PIo2Cd$7r39m;kX*p-%UuHttO?}ktHL&JeCg?=n9QvAz;A}zd638;A|J?by zN;(Jus7cXKwMuo`h%U3hgDaJ-*|||Yp8yeST{PZ@&6(Ih5aRxjv|hKK{pp6>>GPzS z99f4329pC__U$m|<_mn+D&Nmbkvgm|=)(FO?IQ%*&+^W+7Sr^b->Fnf^l?hK7Z>$b zecE>2hNzGmYqP3s(QrPVfMVkz`lcs90_HUbsajfE!!fxJPyN^laKaPEbF8X1x`rxvo$XtUWJV*LR~?Q3la0 zGPK;4aXmQ*1myVZpnDJxaE8xXnJE4%Rz6FhnbCFrdT#(w_4KHXhTiP_HQ^iKdg$bc z%(vvf=|fOmE;OFj<;vh5SgY3rmmlqrI~$CAed3JHK++kk3rbx+Vzhn5ia1vVS~x>j zSGkg_`nhX}oxkUt8Q(uoezq`=)(%y%bB5zEjY1SgP&i2*gI*Rp5v* z%2%;#ONbncTlq#)B!Ut_KTG@Z4yxM{4SKGo(jE*5Li_&HUPW>Ng3llSdu^A*hu!aO z4Z8GIk`2{ZjVMm5eX`_i21BQ5mQ3?SxDWN%N*$Zvv?UJy7im#6xx$O*l{80 zL3pT(o6QqqvTa;rTe%|}T(Dc-`m9imtbLZD;m7d3Jfs-NJo`0Wq6u}hmRR7iSt?>q zt1_tv6$4=N47T@Z6Bmijt0trSrmPh>iW-V@bx1AjWmt~8iojCtAT)lc=5F^P2@!2O z!Y4*L>3biVt)wXY61BASqyoBIU{qg+OozifaNj6tuOn>y_@z8(3gN zNN_BEmzZ^5&7un;#+6!k^b!lu(Kmdu2@uV+p^JD+;I*|ks`55J6ojM)WgkmnNCsN`x}4!u86j`ALQo_jPFCgrB$hQ?-F|TbhuT4Z>ZWu z*cRqUzTvZUd|44@1WO22tdeSd%x8)kzu5cY$*r%x-62G8CrONa3jmot`}xVm0no`v z*7TD4mq7JGVrhMArvonN{5WHy!Fw?@Oy=JuXvi;?>Zy5H2EL!%dzUXpb)eFStiG{H z^UJnUkEGlgH@p%4*%}rTBYJM%!wYf*d_bVpp)=hdpAtngL2K`^gSDMrK}7a0$7-wM#wgF50)+4aG0 zSWAAom3nv{D5%EkuD+eh(1A*03@Tc@9k_4*_vh>*bOUXEpl)OM^|-vTQWTHbTZl)i z`qYme|FA(%ve#`l;T^xH&q$kg(}P2Ok9HdE$1a0g)VW5E_$exYi}opBR*&zA zobRSi7`7{1MGM#W`%(I){uC3IWG4O&iBmO?f5xW)e#zMy~}_=%uME(%$5y1k2gvf0`e>R0C1q1BdE zhcS@i*u^w@5Ay;enX|F(*=oAx(bOXXjgJrX6=soXeAP`@yc+*+!CyPQLEBQ;Qw~&# z*QBbq;L7Onba7v&N%iu5-G5l>DbHEH>~l$*7+ooZW!xO}>045b*UH(*tY!_Gv<|0S z1^7PAkk0)VufS--yK;GU`>UT^a?vV>(JX@2y-#G%PR+)yIs83VnGLYDX_Km?#l7n9 z3S=}eQZ!9vS)wqp%Ro|!Ww2E!whh1E>0B|GJSkS3xwS(g`1l3Az9|oqP-}uJ_RjAE zV=&dI%B62OfH<5!`X;T<2=K2N!R;WO`t;XNv$k3amp|Oc7$*&>+_zX5px_6#MaRNm z0Ckuzw@AkchOi@<(7%d#ty<`Gz>Cz=T6+q;j1MQlnS3&R2keQ>t z#Qwy(RvLbam`&O`ZG8zWLSW!7F;}M++;)_C4Gr?_PocMWN#g~tTfrbSo`U}n;NKAt zxST5?zkmY`K+!Rxx*sNR(tZZdM$uA3Tm~1!uYSIm``C@FRknmjk3`;At6DVGUqZ;( zB}%n{+;4ahg9vtwxg6Z7K4%?`$)4M6HPLrWNJ{v7(ExYaAld-2^Y2N&5d*20#_4As zD>OMQ^ot-u{3&)0FRpB%Zh=7PL*Ri;XSKvoJ0ly<6z)`)TI!yj24GqLNjKS))C?Rl z;T1=tw-F4@aje%`1(6mPDZ;9()QjuPtCY&idaWT$mGw(e&c_zP@gNImeTgdw37)w# z|EfhHOGU#_{jC2`@cG2|LVYH4RfaD3ZGxd#Z=U#khbX_^t5dlzcN4I7=Zyh~{4CKK z8VPpiYRVbS2z&dTrKaeVkFQYbOs;gDcew?E6R(=K$rkpdj_M1I#A zeG2im+Jkz2P}~iJ&l^HP3QHfN_v3ZRc+6*F80f_4i@+r>6tQX4Fu08&@jg_YPIH(Rczk9KjRp-mWN1*88-%CLz{H6Mqzcd zWzir&C}(i3`OO7=_kL83q%OjfuM}Q_D`fzef+<&_$L=fvona2re}~Ga3XL$3EC{NJ z@!If7p!9hR`r5La+<4+mkf{S>^03d(t9~O} zvXVaMoR4gE!m!Os?T@1SgFV@$L1n*`Z~Umj?!f1VET+wyogq8iHG^XrG}h=*3}C0S zSPA6Sfx z@zn1e{;tF%yAZ^$^W(YJ7OOv&N%Uxe zZ=;5xdfA-_2@Z#!TW>VEtV&K06VKjGcHbW)Ja%w{_0!-QoSPFe>R5YtqLr2m6YR!P zB@-8g7#~M}@2Xc-cK_rrt2Zz+rV=OD&^l-^q4l>HRaaBvh6b3r*GIzFCiWeL)m45} zKn$2-1^fUnf!f2haCWegv@Au>HzP7oArF=_;@8#Df|3yIJYvd!+M;M=SWtbvXb-gn zFj4}>>Xp0^Nsa;%F#gVNlQ6COKw=pBw9yI-HML%8*7ZyGQMm}yj!tb+8u_$4hFF$h zR{fY%wG>vBAD!l+3kowMe%ssDJ?hkY01awKA$*siQsYT-`y#@dR8CyP8XFWMx8d@$ zstePh0qweH@pSbfsG_I^$-=+l?dsyv^n;t(n-s-k;LwiK*VcfNu&DvNy&RHzI)w@E zuAxy`07XdEToZXR$2Dclm`{s=q8@eca?f;U9np~A|Bs$Fj)c(pnHkhiYvKybC~C<; zKrDD3AO8UmB;+cs=;-$M{$Eyq6bt`4Ogsz^Q?R#9;jW$6smdF7*{p8Wp5hZ4UG44r z_J#ufWxUu9%m3vGl1$CeR6Sd5Dh?{x>xwqlJOK?`7v(~By|{i7)@k!v1X4vf(Apz% z7L{p6L*~h4+#?S6ULS2U;uV)4@DQ(Jr_qWyPw97oeJ_`Hf^O!*H2UC%*kt_X3M|%R zY=z(0H4}|vW{v@sGN7=UXTT#cx+~MB@=><00TudAO?p#OfO%%q$nX79_+x}=q!^5P zi!_k#R06)-Aw&k;a(xJM(MRF8Pj#FWO#?n+kkQxcZ>1<(YZF~Gh>y2e(+OhmT&>|Q zgHgq|zrAcT?J?uw*uVg4YG~H-c&|e}J&WVz#6DUEAW!>JZx5&H7Ix@Hv+?!;QbIgi z{??+;0J11;JVa=TMr_ORy>3p2{lNfb}}!6|qJy%P{=PB|1$62#KM<&iUE05~eJmRuoPZ;qf>cN{*NaT5*qI4V={!4jSi-3_kU2PnHN7am-3P9xYsJ8O{@YkuIY*)L5s$` z@U+Z$@j|+Euxj$)f^$Qq!KjK>o`~kj6T);YFcdqZUFtE}dH$7v!B1!?pX?VYD@@5? zVOD3OuFKvhKdhj=jA4asiv^>{lZ`-o&?w@^F_n;FgbH^dc4lYfvPSG<8ZJVO89kef zY^r=P6qV$;x>cw)tXAOl_ATDOk2U$KI=Lx!SrZuAwZ~8r+B@qb1jyh_S#+rvc+=h< z8nb#^W>^QLAcKj!>*Z|w1!BjsA4YUMamzP;j{Hyb-$;@m+cjNMdMU?*MdKGyd>MV8 zqcSjDiX^xF7r2PTwteZ+wVaj~z6|WPpR2H>w?AUt&^f~Hfj)>*Lae%i3-@ese+pB7 zE`4`@PYfnsb&fuc@p8@-BK^(d5;b31ba04HMh=>So8z}+57zS@T;}uNZ)G*t|C9At zwOSK1=U{MbVGh1up!fH^L$Ur6J2GdwaI94ADtnVYG~zxbDx$MHPcL&(mAb$xIYkD% zqYxKVu5x@a1S^UeePmCR+b?nOLGTbmx45HQ!Fm6R z&0#vgCI?j8PtI$liaj1 zw8QecFEFW<0KDxwJq8qP-0@&>QL^`qLL~uSUtEGmGGVR$UM&W2@ZD8~qgsuPw7=|P z1ehE;!PHvvtA^J6FEjNcKD)>(XM7&%50+l+b|;W>%@ejUGEDD3j%5HbPvpulq53PrpTx4hmcZ4B3jFKfYpJ$^3)c%a<8{2&V! zUvP5@6D^(IF8Wpf0ZRQ8Q%JCDml*Den9yPE;gfm!Y1o87WcDk!Vug)~BdP|>XfWn% zeJO<4NlSe{G0QL(f>~rJDW?>ZD60&V2b|k0Q4~!*s`O|pl=kCW{E5614Q$YDQ`o` zKp6imswRFx($Z=wiA4U{@V1)@Ha*ZW!K6;qm6yKToss9C97zF!Og)6*4LlD~&+Av5 z2RvMzXa~^J37e&LAUh#MCvHPaepU6q#RR9M2{{Pt1W`rsU@$V-7hlgO++eLAX;uy1Vvv!U1i%A|ecl}h#02;_71T%aO|h4V4iT=SYu zOw6SnCYjB}016;)PW6>wB(pq$2?7Mt!@8!-$DDpamKz>QAS~~J&tZFoL1Y5^St~zZ zfBVFT;_`Fp8$y59rE0;n)3)tXkHxGUuVk{y|h9;zd?yTikNg#B|EaoEfSiZemBXYws&!oX|J=(9PUCKQx(NM#t zYWg?Eb_vzt?JMSW~$3GY~@^0acy2$BVRqNMh^U zThYYlqwW+NDDP8#niz*$GYIv56a;TvL=x}66CpuD=14xby%#h%*%Q5ZRce@_l4|*6 z;5uj7YrckM^&N8kgeL9ii}5z1$U1_afldy1iJ!?A(XHzXFkqpmQjQ1~8`2EFn7CdM zU#e8B70$}}!$rG{ZT@p!6T#=y=WYy{uoEQuC7RDvo}g&)gliC9wT0FE3u_-=bQg?N zc17qt+SZN2MgWl$RuW?5#+_mz!R&gp%e8b3;k3>iJEz-F(Z>KYdBAu8t8wDz?vszs zpI+(iJf0!7@Yh!lw!`IsmUZ!&(&zZBDR8r^m}Yn?%Wj2GnAXe}U!*2jI#vL{3IVrk z$i7zsyhC*uRy(mRHKSCY8couAV*QJ)5!&~|N>bS!nVDK}462UC(~zF_5i=P_ra(Dz z^pVh)Tn7#Ip8}PI%Q19oJJ(~)8bA7|>}$2dop&NLZX>6CIt&^5&q}1luKh{Iqd=m5 zYZ4rShL0Egsg5P7!v05EH+x;n#V}EUw)ix-MVdTR9I>FUmwLRwcSZ?I_|zu!rs&L^ zX=n&ag)N=R%zw}zIABTG(8pSX0(dDv7{KBq+!)Js=y#qQ#JWk>e}0wXWx-vpMrI8C zQ~m6+o{l>jWdmDS&_UGiHaE0c+Z;a=0!{!3a|50eEx&!iZz+M(?S>4b#%$#rQVGf#C>(r?WT8vF z{5KJV%>o+}UXs}hj?GfZ$^yskcWVuaobd0ph$IV^z*Mq5Vl?-}VKoaHB8OxA13UwI&#T{@c}($`Y)k}F*84f1gw7zWZ0%^z?0~{_ z4gDHH8}Q@hV87L$=)64g!EO$*WMPiL7V5*3*r}~D12jJm25^6u8mMU>_Kmj1ZB$17 zAi-O1PgwSN{+$s0x)R=}Qt{ev{xY~9x{Ty&`$@!C9|5&SNwcW?CnU54TAMQx}OXRXT=G_Q!1-zn8;Jreh{Z-8!@h*gVL?_czv3N};c#@{%rt$-S_F z#@!1;-XYD4xG=;+BFF@OTc}LY0reb!N-2%6+a7-sEJCZ8nOSRR*+L#^@+rUX4cFGaTdv{n(n#-ras>n|U&Aw~@N<&~`a&x4>rynx=BGcL z0*9vJoJUiQ+opV>G#I$e)6AiivJ>{?1xXFFIdi$mnGxCHc~B@iA9 z9Y8WyBcxY-{T>)CVrrSB08l`$zt`tnBJundy$_(YX6cu;d*n7tZ)}E*h^2;yi!C1m zREOMMBf&B7zCHF8@k|GgyH7Y^txQ(Bd6cVZhjb)g{QhzzCaQ-x{;Yy%ojP!|Ps3pWOt${autoUa=_i+>5Pu}T`blJLzg?E%N4*l{&(oj4SI@Bf8 zc-3xfgF0-4(#FW~#J)AgLTM1DK2_&U-Kg&e6~Mz^XN7b5jz$G3PMbeu-yWqL8hE_? zxTm{WaE8F8atQ&7 zFH|p|lt7!|RXuPlsfz6j@j$fw9ULZOJo>+o6w55w)tb10@w5e>JNnZk^b9QL`0`mB z$$9CaOa-glv!w9iqEjRjDtLBA(J7i)@!O3n8C7b=DTM}L21k%t1E%nvm3B`D9o1w1 zpr3XtW~eEnn-}-FDlS~)RTmj}67gN;nd^R2MPW9hEmc@nnr+?bO*}sc_fpo#lPjJ% z?>cyUB;G0xyO|vKN_O)~XDmi6N#cn8c?gcf3U4-wcGYHR^?+EBwG5qq-2l`8K*l`w zGHOP05{nN%p;&b?f_cjWde)C)HquIK`*aej(mvf)4E)LCfCF1(yRz^OSFIV$ugSJ= zsshY-=wM*oIagx1H&?Op_}w$( z>K1;tc03eRp(z!JP$NFd{Uq4#a5xe)CuD?_?f9QN_g0FhxEnH_hJ-73<^V^!rC4t!wtDg%JI>tX}RvZKsfVm7Wi5tTI zGUF}EfzxvSO{Ez4;YB)f6VAC|1EU^Mr-#L2d-Jq}z&HQ`mI#R#EI1D8hAZIgNPNI` z3_cGows_+M{(MhR(wv#!qcJX^K%2}pkqZ#2ovcI*%xnyX68wTb+JPFL=KJ}TNb}0&PlcEt0z!_mXU)EEW|mPu zqx*^ls~`u;NPhuM2s1kz{CdNmM-v)N`e!C8O=x+!!Oe(yX7>Aljp&`F+PtqekU4WP z8l37>ZD>5*owt{D2E$%MhREH30Q`yLF0`-P8z9ryU-KSlP>96u;vsG^iTWb}IcO~k zmd4GJLEcB&PIx$8(P$u5AxUax%XE{RfP`uV!eEOxxSiIYwEj6}#m9x%tg}};Ls64H zafb3rne}s^zNm>K9n56?Y=!TYHT~!6-d$oo7i(-wQ{(MYkShjbu2)W))ZBr2+^%+A z4lyQURmN^PPKn;2h6r-BYc5|wPsxeLvif2px=M3De*EOf@&;%j$YS=z_-vRQyVGH*EV~Z3nM`hMlh{aHmm}G3JEDqTd2wlgIX)Ly?0G-Az|AuRVZ|=x!ttbvIK*+`| z00!)(Ch+lFOM^1>e7wDX?buFu1Lj1>4Gd2k{86b>+`ZUz!6!v>6}+0^(ivurVoJR` zUyQgRInb#eET3CG8eHbhL(Le9PPsk@63XI9ZS9PRGiEq^*8T{KeIwnqc|>e$>B5kt zv!-mlF>fc6{1p5qcfzuduDz4J68$!X%3cE#Ed<%g3z<1*lo3IscCPK3#Siy|jP^r% zCQG{QYb2Y)H{-fJ$<+|!Wz^7#RMpoky^SK@oEmk_OGLe=!B=ye#R zMJ{8wEa+nCs1gLX7t#ycWmVj`0|N4echRRG)`+*g_hy9-Z9W9kglDf#vy~27bHJOf zH$yx+C=n%Qc`j|bOOJvY8#L!p%s5xt-9>^v4-;92x=)4*+3^Fni}McLA`wsV*d}GI z1n<5h6(J2t43QQGNWO<{jtTsvBX^xNo4pHNFQV=@iq5>Vg?QvAP|`c{x?qdlXZAMP zzCk+(T%LOhOycb8MM_lWlZR>_tz;#vK+L~;PmzHje?+Ad~70R%EdSvSRbQ^;NAfH!&F!xzH2}q=x?{|LR)|` zeTC_e&82Ii8fhQ((5v^EksI9y{*BYkKM{K~@+;uK9jw)T!;PZpPmT zVkL(YQCip{x26KL*od;L%G(7#QN7V@dqf6#S@%OH&uB&;DzH`r?R@Gn5VI|Wx;1>= z+9vx7f-I-N0=h{ofMU_(e)R~lK!Gpsk_(`|-cCA*a4LVQ>`y{0IhynP&`KP~0;>;9 zTxBD2F#{w)z>%F8=1NZy)6tIjjMq+%C3f?9@Q#=lUicH?L(4Lme;p0|d{lKIvtI7@ z7Y=tvkUA7I7`7W_?@ixpu<>>%xEBppoAf^{;PM2-bR=Xi_H#5|bItvG9k##bAb&1C zN~hNfD2_anEo)Um9zHWSZcmVuy^Ex{pKhgL9eY2Ryweh?X60oYt~v;m zjnUM|$h!AQ9?oHm?=X1JuCDtl3uUNPjI$WT|!|L(|FD zZ#XKm;~!0SJ|r8btAdSm#!PTiu(I`Ee7;zSzElS>-*w+!fY}O5!m3(+q6`Fsee>qv ztV4*p+Yug*xh@N_cEa>z4#z41UaXAo(e-F)F!uxiZY5e7O@XHoi1ndU>N?mE=vcHv z&a}wlz~`loP8;u;F*8z$Ixp)psFha|8)Ler8EimNtV$u-_5pYQ$(k{l^URR0wR7he zb^d!}f9>bOT0-uO$ES!nHPBh_vRk<%Ob83PB>vqW>WBsSUmCnPx`|X2Yvz$!t^kRq zsphzimGR{aCJiswmSZWF!BiG^BR38IVf4VZ$=7dgD!Z%`Oivx!Op5h`w<$^CX+1wS zJIgk3Oy-uI8?|3@S*ymAhc;Gc`{z>cqL3yVDehVDa~?X`K@&-S?o}Jz#_gzLqwE$c zEY}3);jzAT#>c8FJuxX`;&C&VPz#fWB;Ar}M6OqF|=<_K;Bu10eXGHgp zpf}wfeON~abOe^~ff}Z_<;!E0aT&x|9aH{*?V1}~)A;qw6l)!d#gsV8!NJ~Rm4!9V z;JI}};lkn`CFvF{d+v@fmUT-N)vm?pCn6hQDN!B~KmVePg=_uYQ$e2;mR+0qMTQFt z7He7detFz_K)CTiWBzxBotW+>Uy!-b>Ao%2%$rgK3`-#ref=TXGX}SGqSnV+<79wt zF93Z>o^%K2Tbr$G0XHdu#({)7*?kECB`wo9OsTF-A3}W|X7zQ@!5F`8TI{4L5sGhP z7cHU76HrhLHJmMTr7;>zag5<9$ud6Y7=VBfJ?$fOT@jQMj8RMpbinRhe|RAWPWJ>6 zUAU*TMshYEJHhBY5>|v0B8Yg>+=XHZaT_MLh6{SSDGkEuT`53<|RM-7rbf0o($oc*G?2e4^t5VMbANl8@sHLRV$#OO4^ z3VL$M$?IGvqsYu$JZuCF7>_UD?JC7h?$D zvpSQkprsy^0|9?!#upEFEZc&2#!?-gPRVl|HWL)S(@(GNYb4#=JI|A6VuLh^>nkWy z3ENXG2IlCp3Z5_l5#b)k)4IBY!*=e>d)bl#nw*C5-|+U}AWb)$VWv_ohRb`08ecy) z8QAW+t9+9Juh~oKp(1}9IbNRqwzbOyJgqQ85c?|`{`R41qL&K<7fJKnCg+sNU@gGM z)*oBe?i>;%!h@N&KO|^osU0h{?n<54Xv(&+G_6f&pvjq<7zO1r#U;NCZ>%a!XlND| zcLt=Y*WfhmGL6h&uVXIM^Gb}*{%s4tb`Osc=KuwwDCM9Fx2THE!uvgA)sem0_KTA8 zqVhw+W?88sTII0mm2aD$_W;x$bN4Y0ZU2}MuXUXW=#<@z3V~^^T&=8MqwSQ@ z4{j|FOt7|G_6j>!d`jtc6=IO=b5)kfeG>$v1sL?c-w%_qzb+Ik0AypVv`gSLXP+Zl zjlUgQQ%p(%u>0$e0BQv<0x|Cw0>cKtgs=gLH_J7K{-AJ560UF^<#v2JhA?O5K4VsZ zZchXaAe4P$N540wDb1czYWi|@hJ*}fOZzZzevkxz3`nES_(z#VlA7qj+m%kJ(iK(l ziE>L60Jq|Ip{}JJg`YEFlAgJcmSow0-mh->^SmmHwi+!*0hb3M={tKnUjYv#xI;pK z-e-DGgAfKn{mw+cCe!xG($;&0tE%TcQI$}8oeDX&WFPegzOWos{5+LO7H{x2QodgKCrS6 zheid3v!1i?vIOLPk#m-mZ}QJ>1|&YuoiX>;DObJ^z^6`8k3-#@4@RavcV$GJ!Cit9 zKC`hU2iI7#5fLf4TdLJhzgMOdO^}+mrOa5YjcJl}s@so_0K!1pcWVZLvTik}CinBU zV*{v;Px$s4u(rmvY@?hx57$z3L;t70Bp-bsw9CY1&#{!r=Y@aD%06F{NN)16UBTu7 ziBk*`te1?cb%2EKZ|X7;7M7|;F{UARXX%d) zh|Oz5zmu}=G_ar+oU7o%!rBep_tk?c=e4kq5i7R@GNHS4&BezVE#S*H-jJSbLb(G5 z9_OcCS@&JDKIFowdmj7i10o@5bYGB|h;;v#s$uWd_&pT0_uCF*5&BQS;lE1%UZY_o zE=KQZDMy`-6)SY&x1l5t1zL-wyH`<4nyzdoT;@_xEc~-RPzj)YApq%Z2-@<;2Xbw< zkE>zTS~x7olb74XqEs9%58uovx71@;@8*fi| z5%Nba1^*Pd%X_ppk|=qk+Y!&FbnP)F?^A_s>gl~WmmTX_ zQ4P;US*9dKDa?Wrmr4J_tb1Ohz#!|>1|Vc=uChxZlHQON&)9Bsu4VadO?c@WTVuI$ znemhPqgHgf19ib$5>#^^NGg3dRnw^8O!{rpYG zyKHzxK!5aHZ(Xme$svOgG!J0VcTG3LZMqT?$c2?~m2vB)0Ir=nj;{fuy{Km?JRx>XP-pl(FZ|#U zh1HpHlfd9qtyS!1+8z4O?Fq}gy3FnfvWL;~0Rxvkls`LHd%aS&k-@r3Kr$?;%%El* zxD`>73vtjWCk^P?j?Ydth2J>36(QpXzFJM{NvBu!x-mLd%7r?NMGKlEFVOB3cC@&k z-_0#Hxa7L;6)BgI0o%S&NEJS6CN-Kzlst4N+&>kU{+K%$g-|+??poLnJUYSC2-mO7 ze)nEqgVq^0@8g~82IQYmsh1fA>@!_^TDJLtNUfvkLe=G1<)EmiDux$-LcYL_@HY+J zMo`B;L@+H?W$IefX1R8!t`mYVsb7SXW~TXS<_)X224EKnBt$-w;4~3$eIO%JD~^S` z50wsipsED@Q6Nu}(HPN;MOslRja>02@O!U31>0EHQ2ZFIz-Qmf%gEkoIo=p8LX(+VsrO+`E!xG~gb{@qn2c&P_m%N1ob(_^Z=*@$ zhTG&Ch~-<#5Cign(YdEj=NK5SGoToTmC%GQJ@9A6wavbW1g}<%C{z^VF*jBA8YC|t zlD8}LpPdeo8@u0ZdCTuN?sERxCiOGf2gu&fi?SabWrx?UP(KtRL6aW9{IJ()PL?-Z z3w$zW{@bSxGd?O4FBKj#{5!_FKf~y1&oDL3a%zBZp82@D8L$(Tp@uVW!aur=T9OL5 zB@P9uXHnxh{}vyn0%s1xE>_Y;Xmj3$c#b$~#_=*jk>Ug~G~I|5c}K!bqQHqR-&=6d z5RS`nl$5}DAc*m2XeCVNBHxc=+dE!=0U6bHO~ZYq*RBo=OEPrG@3g?DE%B!J;pt}V%iIYBBk>+HWvbM_GFP3&jE?OWZe_}FC*KZ5VL2F z4vzdpJtei}K3Z)SW7>!E zJ<>4%9a8OrCrGo|;KF{`*K6K%2cc--)HR-#>JNxDmdIwGc;`97^R!F@BZwlyK-s!l zUQ*OAzCY(2Jd>5&vw3i{Hyta`TG;wrkGWnx*a8u$Ij%);j2bJ1RxsXzpdxg|jRMJ` zMByKZY>Ow^K%ppwVsc_P|K!rVeh}aNp#GZko{Lpq_h-+7bHo4W%PWQSEu(w9VeuxE zNNLC7LT<{I&%P1F15L3$ofGI(G@VZ>!M*(aH7Pp~;kKo}_Pa%`!fnT9O_F#HzQODW{a&K3*GH0Fc)HwmhRE1}ARh;#am-dyK7`kW ze)1AMYC(sT}}mAa<_f zshPW~W<)r4Y*q4^C6*YpCo>oi&XBBjOCt&!`{ANRtRnhQVhNCjvMD3*=?1#U3W{hq zD)m8imS!9Os`rf21ts;%y6wx^qhZjcf3kv1r(x<@2p)EE)f_UkS?uPGJjK_2$E6e^ zZitS~+ej#>uwgi;94q^0_efAFqU9j&Ko(mqk%6@r09J>4_)qPX)NfbssMKGOEB9Vp zBB22dVw{MN_;Vbz{dStYDap9q-VuW}UARxp_SWS-g7vhRp>96;HhK@lm2|x!4o0;2 z*3!C1RKx_^X&YVC#G-mKH5(V61cC1V1vIDZ>Ex$eY~^y6GrT-aDspGXf9J}ZF<^}o zM4{=!dAa46Opc*KI8sg5*52^D%3Yuzk#=Z&Ea$k``AF|GO6gYzl)$+@kqQN%Fp=WX zaCz1Njg`^Ep|QxI7^ zeDut^k+2V^iH8~YbWIr2o>irMpeM#;@_~Eu(4la&Z)7yISA!9~!5<=akH)^8ADa+* zZal2Ef8{l(wR`;=7_`bmJ&J85uil99&v5z<4I(>%CkU^;gQPU*pDcz zKufal#4PBH3Gk12hZ_zTy!&>*6JK|9k8BedX+EqwymR2LN%ZMl<$P8Y+Ud`ljz<~j zUB`&U}``H9QBp}wF=W!kpw31Ft`Ge;Oe$I4?^ z;|G8tycgo%*2$$&5D&wYuxHvRkVL*{4%?mzegM#phv(qya*nUP>l*hIlX&f zv9zX&Ck|%+)Q)WH$D`#`M4O$7q^#pwXdE;C0YaUzU?aWb{{N9|R+v|ZZG@1KI?O{P z*(r)5)wVI|raZp_5CRzsbIu{)VD)U)Qso#`F||K`(h3%DNH*g9+nMK>CgVcZKSNBpMUHOiNm z`nGi4+)uQ-n6&H-yDK|?LCYy7jDV6L4vZbf~ zTIu}y_h5V#0JP@ircA953&hpZ2K5kanpZK*dPYNbRbL100_Ajms4#T;v zqv1-faQfyzHGcOKf;M|OQj*7DpGKQUNLpQLyl`FL(MI7ZSCrybb!K%uQ*5>6h2 zs`Zip9evQS|6v}q!~iz77%ti}CHLJOl)n7Z9)?jnJ9Zj}6Ho}fSsY$)AcVL4R4nh; z-O#f^pxN29FBVoK*HkH40>FJimn4y#eQcB@fLbcPQInF90vL19Ut%zO$!l4H*a?u( zvSRaNY=FBJ4P+6fCNlxOnb>AVAWVaYxJ%=`{GT?<1!@}SM)jIv`?qx9(COe#(cFG! zrB4U{)v~+O8a#QdI%@mlK&NzO zVL!!Nx3K|yp-2n!*ihYiDT!GdsWF1v5T0brw{K{*@#1=xnMrRk}NeK;b@4Tz=dfTUn zHzGDVfBF(i45_l_r`f6g-}0||w?BX=?HIx6I<}$X-P;ekMN@?_g6hkGL&qfOoAg69 z?{O^#G5e!?38ySN6=zuP=tMpDniwvt^L*0|SqSH`_phlD3kN}Z_+kyY%rkV|$N8ME zdiM>wf=nEV1bZkgQM0!L_3X~(*}mcz`zFWmKC(2W>;|GW|7YtJ-(7 z%;w4ie^nUqDLFQO!Dx31^1GJThfF*c*;W)mmhx|^a>`Eg*rl)~geLLXiTch9+jMD~ z;_PJ}oQnz^6~)$r03=vBs{%n^+E?$#{|$Xd!ha{)%>l^Hy_c5pRx2i)rpa0?h|8uQ0&2*?CG)8Fae^rJ=$?{0f%9 z??P!TI0%3guu)2~V6jZq`8*s-4_ zLFKxwgZvgY68%$73K!Pknw3IC%pTFYAvXM?D1E_vESA+S8S%dq0`g4wjeJVtd0&H& zI2lha+kvn3oYo&dydb{HrGJFz;$D{OE?Ty=D9O=;{6rqqRmVm>ZEFv`9( zh74>f|JOXO;rqiNx`#6v9%<-W9L`z{>QVf~3I4z78dX7v^VW$?u}ifyK`U2eKaRBuMqZyAdqxkYhTg&8idpBJFJYN0Q>YNx{}SUy=^ zFV6rJ&vAJ2`39>LTk7ZDs0Gc+Ad(Vp8B#dgu~SX#t z07gqy?2ZKetR#2-(;{Ev_1fCOv@>%S>>{M$}RJi!Q!l%TT2E z3XX1Cntb}RHg2itZS6U{vNKUm1)E!E%SyH8&?PW-$*^5Zm33y?NKXQG|DX9}d2z#N z2`N|hG7AH7=!7%`tBIl8K%?%rPSe;Yf?T7m<&X4AXP>u%@W?X0Q)*M$o3=D7)ZGx5 zm89+|6yr0bL6gepWX6*;yre1t%2u?=utDPYs*&C$#1L#6k9}1CF4R)ysDNd?28B1) z@+c$&9o+My=ediHN!o+KC9jW}uhM*JeghU#1_R(6-IJR)*>N{q}%Wwi6p88KW0QZfDIHl>ddD0IYKHQcWz%JS3wH{X3vpR0Q zKh4Bz^VI5h} z)^1GDyy$(aBK#q}JW;SrJypK)4Mb7p(s9;S!T5L5XK=&0r~!wFyA*&;)FYo;!3q7% ztg^$zXF`mQb-_d@x}U55*6T1!X4Erm1#hJ{O_DuE^g^O z`Y(-@EpiTwo$wgurZZ(MQ|rXqI@Ktj5HoQt+Vf1bBZLXQwiM+wrKFvZ6|#EL`%N=4 zf~{Ns)>LtIhDZR!LlLxrwBas7s+UiNw{u)GFuuU!Y=L^Y;YzyfNdt?Ij$kz?=xfnQ zVI`NQWqYnV&u&Ov^QMr%KN)MmfuY({VPqGX`#-h>QPVJ#^_YrHlXsCA?y5^gYB->y z1WwutJ*(Zq3WlNv2 zS(*+^g+uYh>6qM#K(QOb^%t4rEnz0Jsu7Xj)^@Lw!@a5tSue<8wnJ;z8sgvC+$U=; z)9F-J@SFRTndA1*pwW`pvLkMNcyGU=@|}8pv24$A|An=BpkN_kMyM*{-kw#^^k2(X z`!PJM7*fp7yle$AVQhe|JMh2mYryu-V!=<~dm`A^Z9n4EXozkOs(VRXP*JjzktI_7g1dPeD6;4PM|&6G zhj#t4B2i2``@TU4O|6W2&i!6;{mA!m)CjU^g(iSVHKhL`a<<0;Uw=Gz-Hg?GDoABn zdS#;Xxx7A6kXO^h<0C%077_$KT%1$47iCmEtsToS7>rm(QZU(e!QUlCnS+m3gBR2y zN(xLUFB54t?C>}kG5)rI{1)ISjo9O3g*S;D;*Lf{X;f^pDe=FVX!Axw)qSdR7!*_@yR5!s7`Pwr?mFm*Q5qEqLDd&j2YO^ z4F{;yZFW1u@x?j9*Y9z%_Id9_F;qq>Wf4QmbtB(lquo9%f@CPSK&|JP5jD{l*_OK| zerL%l1#*ca6LUv4YC9jH_6NWc$x03Qnp|UyNLs8O*n^cO;I3b!$t;#1oMOvhcod&K zHxQaHc#Xc^jJiGMj3-kB7DFC~()dQ3XzgFRFy#uaWb;2+WiK|(Yn8DUXyvL&p4ulu zCD<#qly>uG-H!PP>>2e&GeabMbAI(6W9(F%$|;D_2QYm9p50i^1q`_vH{PamKR0kT z4W%f9jb>Efv#SVCQi`1~hFMtK_C( zq%%1w=f=-ox|FNu9}Vm^8aYjoTWB9RQD_lW{ep8&k!LRCURzFn;4No=7**0;0;Bm7 z&>mFtPp291fYHbk<)wbo`UiemREI>Q=UcUwjG-Bc6F50g3_U};vKMP%$@V0DaYIcC4#5f5S<9L%Wv!} zg9YSFk@msE^yXA`Sn$wBM?gBzDf>587rd%-rwsi9vUq{IEp z)ob7j;p5RK`B^XNyIoJ161GVT{9?RH4_Cil3o*tyjy^TsVHIep&Tc~;n%&nz5ub~7 z`ZF$4HGD$@wok&Pv**5rYd(c9Y1W=-?r!oxcS9`-e%2d_^|!FS)gh#oTu}|MI9%5U zUp~Xb`kSBd+8uOqIzHPLCeDWww=DlYlRg4kb_=k)qI*X≧P%tSuj3>##NP;MVz< z{^JR{&u+hDnk*eJBOAQF6R^&7frb>ngD#RyQnBtwF!*=LR7op0@uurg{(qt+a( zAo;zuV{*1sefO?LRZD<~P>LPzh?L473R#hpwhYQHinN}Nyf<$zditZHE@Tb>KY-K9 zZs;c#ki{T$BR6Y`KqdFZgI!OVLehCR`++cRz&w#C#XtTUOPk_Opn zEx?RfC7T#xG7$tyV$@F`{T2gCAb1Hzvvr*zw{x1Ki`e-%Y0kxHjY|btk4e9 z*=rqXnd&gvYYP&CsXZ0;G?`81E;*fGNB0VoT{b*2@tlk)1TP2f&3Rvhm9(Bt9vz7d z9vD$nxhKvoO4-{inB*!drY}d0?x_*VS^cDN7kSBuu7#Nk0f5BK*z=A%I-&!WydSAs z#~4J$#;boG7HJnbsCfb2?+rog7T;rBkq?5#%mVJ?#ad%X`7d>JKC+Yn$1*zl)yS%U zBYS-6M(Tc~+#gVUlmx~>KaODFHNOM-;-bQuug!ol=Tw}4n)E+9P2~ge?iathDg*p` zWh|_hYkqCt>b~GU0A8TQTd^N1S1Ue!OGv9KvXy7U2dD25HL|~}>#6ruicpX;(2Xx@E~_+wjl5{}uoI%XXJ(&h_xv;6yq{4+Y*Eb;atuYPdCloVR(a&QUFj zg-pQ<8~VLR9o+mgQMeYZ@o%sH zX?vMJ&$JdmovTm6vp>n+z62s(&-aUFH)X{tRcwme5qq^30F-KA+}Mywpn+mrT4F}J z$+|Nf#qr-}l13gd+pFuBT7(KERu|Al`Ts9!(hqVB;k27T^=}^ip0=q7{lOLQpG}@G zaqCw`ye0KX8ZEO^!JjzvgVj*wT^(+4)D8ysZ2J@_+-o2Br#}lC6mT8%cC7}T#A`}j|1YV3OD?!W0Z6WmBnyX{%V? zzuU}D1o42&DMJyCwUB5GRewD=`fK3jUoaU^s zmfBPjX}+%|2>Dl?hgTv$@UFTnGBK0KYk9ffWRzo7BKgq};uqUgjNmHL5R+)Qb`cFW zPI==B71z?(15MJ?64N^nbLy9s!K@p9at2plSLs_!rv7F^oO%$&tG3Qca=x&EEjOGw zs2s3Qh?e?gmK$)=nd?5(q`_yk*RHzf?h?ae{i;ReWYgf20Ea^VRADgeZ5u1Ejt<(( zp)yPrxl;P3jhwj=IMYx25OIWxy>$^4i>RuTp=eJhov^BPfIWa z!F)fO18i%9qaw&|a1B!Pj6Ti>Utdyt3UB&4&5@C~mg!iz{s zCp17@`dX&%XMXOoNB&f9_m|k}01pRicB@v-rsi_!?XPE@*AhV4sd7CGv^d7>o&x@# zfIB2m!c~)Fyl>6}7xw4poUp6pwu0X{*D(7Y0roR&;aiAZsMB%}FEo^;fB*+w44rW& zQ8U8J)On8NYiTsiD1G4gI+p++5Ai8E7+n9m$L=#u>+Q<1zvRzv^>w<%GdK4eOkvDS zo6SGPG_-*(wNH&M7ATyA$VjXDx}4SyQIbWDZEG$K>W`}glI$}a$JM8DdFX@#q`?u6mkJ_xw!a4sNWx&q@*WlMuD+;IAu&2wpi zf`*4EacAtPilp5DAF^_EFv78Rr-z_~U@gNVEqZ)i`TYVJ-4?}>xb`zh9E!d4XlC2S z$gDA_$H89xwM}=^{=m5@Ivtr%5ZAr@pzS3<$WHD{$NiW31uNdIS9yUEZ=-j6+jhpD zqAEGwJOYwqlZW3sxkIib2AMIg zygj=4lWZ$C?J;ozX!dopZnG6z0Yrs5kLOn%nSyHG6|{FiX=GZq!f2nI1uyBuJ$BET z3>66BbzFj3)eyxpybe7uci>MNio0nf8!p~VVN`%#*_vg3MOxw-A{JXmsTfb=eCVx{b~VNZ zW?U=)O|+Xg>KD6}RWJm5TG>CF41LldRJWKSy1>E+dkN~O=G6n+5@q}M@6l&HW_Qty zAk6$fcq|!2o`dJ>+4ofnB;eoiy4dki)>tu&3M5Ob>C6gP$D^9Ukjci<7~$nP%uXbM zY|#Jxc)NRz|F4Vbv?zcO<0zBN>jGhqt@}K+hZ-Bz-q>fWBVR7|pf3+V4d9wJfrQ87 z`F5h#m`z>O6%IvNr6g|o_I*5Z+kb@GEAz)^(FK{9M04q;A!&sw3s2I2kMs8rs^a8( zKd~9l+(?7nn9$WZ-SbKFV?D!(RdWVL^q0sBO8KGWRk0bo@!mPcj%EtKRL(~@kwd9P z7Mwp>`8>$!y*8B_tq(8l?fOqkLqQ(_&Jdr^v|y(Bmuyc1DjY@!NX&JG$GqhM!nsa` zwtkrwqV!rgAO+u&LG?d|4tmEq5QF^U3UB^ja@d-1aW9V* zn71DTm}jh5FUjA08_r2MzWo)glxCUCtrA!i1Ctof_esI&P(rzXvQ^o6NW}dp@%8yK zOLAgY5DjwzGd+Hg1cpgxiAmXZM7NRn@k9G!Z{2vRNMn-!iY>=-AJHGaR|C+03O!At z_La`+F=>w@)2(a1XjyJ!_Y8=2jumb7UbDUFMi@psccydQeM}B6wTTqGb@$0Je7eH? z>IdT1(9tFVZ42xr8YKzDT?vwgs~`Uo%TFextZ*Bfmx*DNZ`6&>m?Ju&O7j0j$~iQ{ z6@t1N{jK(8O7ofLc6qWUJ9ga1-p$)FV6|_jtK+^!_gF#6qwy*+q$a*q4aHH{XTA5M zc2yS=&3d_g=@Zw2pOlFW6qf6-7xSvZ!keq7YE~E@S4`_o=-0Nl_{JPqc(>*7WdQz@ z_Xc9zOJ$WW+bO&hmS74Neq|P^T&Pi}xet`Q+=un=(7R<#Lf{qzaD(?n01t-ut|1Mi zn}zi-v_LJVo^%!05ti;Nmup1yPh9ZWm3xAOVU+0|~vu{fdU7kbg*XwQ1u}6LK z6-R(oT8v!gVE4>gWZUDg`GVEdT~XiuuSJu~vqd#cUGm=E|AvRhT}9s4Ohg^Y_3Tjx zlt2QTBF%Xl7w5nXJn8ao;w$#2G|dNfHg_`pc3oBbNZ+)aI3lMwKV+Iv=N$oF<@4#ve5~1Adj^J zHq)x>6$&yy8;tHJzF^|*#&gWe^0^fBuETL)&IE)v%N!HwG%Bs$V?H{6Ey@-i7F}jI zBQ9(E>9b9Y_3`}mJUTvrIC(|oGTXf=?CI$dw^DlEPC8{g-k!dTxH*zZ z0iM$MPniqus5a;nG&+A0_O?Pelr_Ao`DW|P@ToYC^UxSe&d|J@aMh2(02}iOIuty+ zgozE;&^t0iD5vcM!e5}ByKT)}E=Ab*PZ9GaJQnvG`Gxls0y`c%Sdvn$^|aU3K4uf_ zQns6AO#N@4U&$Dohgo6k1cuDb33bpM;^_=)fYIw@eAZ4MF9|-zOF=0JVVZ`}+Awy# z_Z+o8)rPRVSqt5yYWl~!odap%;8@Z)Ee3Gv=K;E9EWuFaMW;8Ib$okHUhl#KL7?`c zDpED@gO9KA=;I+l95;0p8sTOHMsm0DM?xYVjmM}BmhHmz?Hnu^7C+~Swnh?2K`Ipi z*mV(e&DmDp^a0AM6kkaUvNKfQVClzC?n>2wLxQw_|Bta26&v7}{-cjBQ7Hgl|GDFw z!rZthA-5*_RHRDgf0PQrEW58}-Rh^eQ;7|VEFW>xrk{?!QU?gdiDB2Uvm7tDjsK>} z147pp0|uu&P=%Sxx9rRT4v$*D@Wd$zT=6*9BM}`_@R;jvMjbDP>NmyboCRrl11T8F z9Er;3NMlmXNVFzCUEePd|8}8vfb_TzkWZu&klD)-D~|Po z98h-KwY_C=KNp%Dn5hgJ_d8hYm*4iNWuGF-`ql=Sk&HM~aCl5@Z5z*b%9@V)5=udE zf&f!MtiL0P8pquil^;=7dRC-JcDvm~1}=(aB9}428tn?TF*aWDD#^R}U@vD-(k7c1 zSQZoCYSP)@Bw9d%!kM^*?w=}sL7sF-2k+Z_Bg%@OTM3%b802wNGgv%L;~uZc?J2;* zM}j!z9HOBqeQCAuf0C`?CM71WCdwy|%B!X3bcK6H3L}wb4woZxjeS8@)XdS@jj@lw zv-ivHq06VWXGg)6#|EgwGSX}3ZZC3ek82A?k-As;JWZX1>fn_^*d;OhEMRtgLPeGNE z@QJkM>Hvbrgfi<;PZ$@2@I?!paGM7PyX}^%tCjv!naZUHn`d~8Sv~+bgEo?z0^LK^Pp@FeFP zMVGiT?U~tls<24ruVQ)|5&njVYi}cXo@u@0Np=n-bgO+Dbfg?@djY-6BFd^IaeU}( z-tOwTu2?+R5#&xY?gv2jqz)*WShy%+gl!3rO9~eUrziGLQKbh#Xoz0#F{t&6M-j<(j=+ugO3E`6GZla-{{9PhFy!_a z<(U!N$Cxo4Ri$SUKlrRA{w$Z7QBxYg``( z$^A_F)LHE-FXpU~aS}at4Q>VdU*3SK;aX6qAj>Rzq>PJX80zAL9k7~qg?ejyhtFAf ze;!?-V48#RWcTEQEjtlAW|hF!8X$r;h@_I z4($8cmcmS6Cr1hwkszoDi{Mj0ymH|3v1bqhJ5R-Sz0mx5C5Q+4xt!A?#gKTxxlnGr zhq0FJ&czKHE&=YaiBV~NVp+p}WfePM$!AB{;i&8s=^Yc|NJe}dQZXr%AZhX*5NRF+ z?ZA9*3e>vuc6Xm}wTe_uSWRP2x1-dg)=SUVTm_HU-*#vFg7S>8R+@YNtJ4>HuLiQy zjS6X++^j3`-en9;4hRqp%;L^3CAFBre^HCh5ZQvpA^z-a6Njy4gIm~!Dl%1t9E_^# zUd$D;<7q)jG91jk_$_~CL_hq-R*>oautC1|y+J659CgYczyb1tr=97{L5fF-1kE23 z&8luod~wDDg_vrWHNC0Zpv+dt|8qkVQkxslPiEDI{i0fc(wCM8$91?6VqV0Ht;3)x zwnj3)7zf6AH?)|&OUNHN{R#I-MI)FrCPxO;nC9uK4a*B(f@k)~D5zKBx^GL2Q`t^+ z(ZZyAPr05pKmvFVB;KIuN?O}*)zPnf>gqLTz!|K#`L(f|ZkM-(iFoxBLmBe(%xXqX z_Rs#2Za!nOhC1FB`;pTfM$jN`BZA-*@Rh_aQD0Hl!Wt+*brBA?Id#zBP4x>Htl@1W zc@ob?(ZpkW|3H2)N7H0}ywUSejn#z2@o;L#=?Z(k20h6<++nQR5}=x4#W{uKBVXgN z&~n)uWliU!gZ9?kCZKQ_zkDjHqD|5jvR;&CugAxnFI64mZEN)ul`%YfO@Bj(D)$8)%QwvYmD<$b@#o7N5@W!(_gdUJ%` z56N}G^*5j~$#x07Sy1-X)-#+zLe-bLLe(D&KGItULOv<$HxuWt^UsK+!0J{$NH$Nm4t$*P(1Eebjf6H00Mv9=WI+ zKAlg)cb;yovo#f~pa>nt74&3zdC>B-4OGdn(+cct4Q^kn49B?+xf!`@2r3onjd5fR zE|!x2m(sqVv)Id3RhwI+z?A1$(zgZ>hOR1 z=EyPVBzfQt-sqdO{^oOFg#&%i8j$Y}_dD@`ru6pn7${9sZnLZ_zul<9$UwJBR1sj% zZPs<&A82-aOz27hyiVtwGT`Ka`B{!_U0?fpS?0Y^`CxL0I^#*3KoR zBTHmKk`RaXi9=H1$?OfN!dUJ#z&XB&akDaG_lxu0>zQaO;l)j_xnh zA8bqCR1!RnsZ^CVlO8cSvljVWwvmbk>$<{XlK~3qWM>=M$z)W}F#b%6MV7TQik+&F z4LeINT~zDfU_?~POCABo%4)R6c%n~dJ)wAV1)zM`6;X>>a_WU$pd?f$RJ&I!7X_M> zooTd*eVWD2_m7etBs<_sd{c&a9)|DB1^*GoC!z9$MF5dh$R&%2d-g7ugW{n-zjAq6 zwPk;rB7MPprNrLxSW;=l^!;3;$U}mN&kAN+$AS?Oy;_!-IYDhCW;-~Fs@*PC`pc@@ ze{%c+HdAINt8z#%IOnu5Z)KKeevSI7#9$quyl>=v67ADzEbNA)CoS~j+fb>ZYB+J( zIyz}*kG_ToIPq2^UYk@FQs9D9&XraY+Yv}Z9nv(dR)4>0a9%<_RLn6wdPoX!a6WOFZFMb??r|a*{mr4}W%G4F1 zQ+7@;#*KlQ-4Kg5g~)>7qq$HhbiO}PaP>;3uS7jAy2ywssVsn-b( z5XP7#;CZyS8!6=l?v?!B6ldf8wrLxp-cdgvt5u07;~SrrJlK2 zHbO*7A|OwIi7eZ+WM15tT{NMOn$`c70;?hBEL2C2+ActVJz)m9*0>e6lMN%5RZlYL z2KM2{r0+p`fga-RVrYSiluF_;fa8x${vm;*{vt%{8Puq1!ijtL1X1LEb7!!yfY_X6 zd%|h9)DpT&R-DBT??KWCvhZb0Z;JS}bVSwjAn&|1NycddV9ZL4XSXYem{$ zkZM(AlBCO{r7qqa9@DyUUk`W*S+5}!6nbMo-Z_$&<;_XasSL+NjMkyeM5*y3!?fp{ zr^i^)aA`|h;H0XP)uN^!%uf%=O7j<~$x*4N@TPYf+|1T75vF0EJxruC%ZN}NDH>f< z!eO>;j{p30KMuzInyq%~UCp#PiNOt7P-DGNT^`P;%(6Wn{nWkW?sQYG`$4aVVT)w@ z_ApP@3lShL=FgHkLpp8%sP6(b>b;r4;6|P=tW;|D;!&RW8MMQ_DnIiS;?fb}UYrK)d>V0Y4i z>UVLdRTgr7tSwqi=<}*wshbWf>pj_wl}?vreHY5w4Nx|AeG!t$6h*Bv8@D6_7<1_qlEy`r|0Mi8h6^t!Y{A{L&Is{7X{&}!!MO2^UO0ysleNg|8Z!`^swiC}CFmW!HnUGc;8 zL(5*C%^ph9-cau<0Z0Za=d(;E_pgVT3L4{8!d`W|%im0&#+uj5hh#nD3%x2oGx3g^ zy!<<;)p;p__{ny_m>0B^I6nRMbL1LWA$++A8AxscI zwaqKnDbOIHs;7A$#3WY4l2)vxQm78lwZmcwjd+=J#de7b1p6bo1hp*#&6=F&`@A*~+56ypQh+x%)*q|GupjTBrwZ&5ttD-fA$I5xl~r*ZXCsE?JiR>r zWFHM!K#C`C8B&jVozThK@D!!Q#bYz(o6jj`YP^)(zJmZxst*Yo-pc4*59U*bF`aCv znY$^4%B|-N+;ktx#2C`C!g2MHOqAcjcC&X7I<5zTf+6iml>oiW# z#tUl`@@wy1N?=uKqtwd0GmH4i4A1d`ZV6yM(3av=`D{hwMq2;Z7gg>*-W4sDYdFn( z_=ceUk4Z8={@!Nm)`K42?^15cPlT>3hNB+1nJzg^YtJwSMgDpJ049D6l}a#Jmr?n7 z>;>HzPa3eqvjLpv24cT_ydWgKCzrEFAJ~DXz!1v`#Yphm$IczNQ^JvV!ZBSTSEDnt z{yu0|%W`zG2&ldh9a!pOaozDhsvcfO0cV5I6g}qlk-*2jb!@7?5_s|dEXDg0Vc2r{ ziO%NrTPpALX?!aoms$UExU}4T_+&E$vnyno@B+>+myXZ*d{}`Sb0ABOswi;G8{J^R zi5G8LDXj&pV&vhbI|S{J7B-1f_|wyhu~@t*<`;vWc;5t^pClWon$i zN|Fm=Cs{T`f3O(=<{LP{+XX;DqT>%=%Y7t|)_B9UY`FlD+kfkL z)Rkh9r?V|Dpg-SObuTkTB9ADwFZ}>mf%gD8$*8m=GUfQN6Rj|&9(<5|y#EyfWm zSmKTNu%FhIix_7FJY*tTq_t@T^^?gWWaw5=zEnvwRCG2P)0X~+3MNl~%)7GCpMrHd zIPc%4LiEwv$O9d3j8GBCR|!w5#*YK*!G;5u8EZ__qiIp=#KEo%Cygac`KlmiG@xg? z%BL2PGx>dzbyM;2`G<62L>NdA6k2Fd!Y3x0`Ea%?6i0tso`bO#0DnU^ISPXe52=Y>r zz|31*VwXTxgtR|O4xHt}Y`^MRsn=-Z^|-sjxK&xm!83;JV%;nA_R^YgU@aMj-!@Q3 zBG-skx+?vi&~au=0&^8cl^E(@stUB08vxL*=SVL6%A+6)dhzg`2qpctEGYcJ&RhBvx(*_wp4tdJe7S&%%9xd8fz&1}AdX1x&7LHv^u&k!ALTQw5qSY7H*1%KbsgcbCly+^$ zk6P}GQl>k=+Y?}ot+8hSe0?V!dZwW6EhkuC&)&r6;SBZJt7)J zj)3|alr5MNG@|Ok-%oO1j+`{&U*Uq~R-ZpESr97^VN0TR?IiW}9`9=*^G^RCTBrTT zOP2pyRjAvJ_wik4`}{K$S`O!Y?FQ-4f8MChbpASJ1R+Sgk5~jQ?Dy;_)J-}|lT_mG zWorZ~4rD_UI>wCf@eHptV z7I0J*%vjPFd`a%AqWo)a$X!RMO1uWAvXqM zi9nr>gTGLsLswOsWA;yFemcRJKCV_MjhHxsUnzhb3;XnuL zH+v1v-usO&dWp8D;2ZLY9IDf{1H|Y9go)Yl!pl_s&o&sFF2dFZ?@E%@f{w~THW=xk z!I}|$;v2ZbxsJYNb^+s))j{eBeY8Lh4)d)RWPT*vFfrJ~`u=aA_QLqtm#5yN@i;h& zbvRC9PRezTe8JG0Spq4RInjyB(>uN?LFjq|pAFs%A&(Byty61wZvhDq8;0Q7zD`Qv ziy^eL-tUtE9^J7}TnWtcqc`TGM@`T#cR4M^Tk4r*2E$qr5~NS^<{DyWLGgIo5IuhZM4?l zY^e%V{Wn-h9cx%F04F?{U-e@FZqA+dVAy>vqNhnlf<)cS_CSxynz-!ewk9i)`qxGo zSnh?)kKzi;t%pK%!jPaN2`fu4 z;7%$TEoU#k-@?#2uiBO+ZRQ4htHZUnNpAS!6r{v0Lq4#ZDav?_-!_~8l3;gd*rCL$#%$zMHtfovy`?NLl zXbACc6H&t66V8(TvS`B-pZO)O1nO~%=?-G_JM>Gw`uIu*1n+r)HW;VDD%L{(a|aLK zA3}|LnKN04KA)RAx(}-ayf<0)-G{SbWhL3mZ5+Q{psUtPQbb6`Sr zLFcFEUh<|{7V>rRSPL`;YDZjnL=fVz2kwbc=oI0tz`W7>pSP23GTZ0uy)46N%eVi+ z;1jue1pUjwr;qlwe0pwj6u+&8k)&iipzLAs3ufs z1j+sf1ykcTze3#chj%`1*G{6s!&R*6y^<}tv%$0HFnv+m0OlmMWCOD8<~2`fm>ufT`UMIXKuNNJYJHN zQeoe=lt^vI^;BuwK;Eh!70n?(TpZ|kPF7&$DYpct`|Q$9?>%{~O`kt(*gGDIS<(C0 zg@JWM*DS-M*CNc?OV-sBe3##!S}=WFBU%;_uGs)pS35V88o|pkObdU>rd(miGVk=? zsPVN0K=UuKYE?maX+do{D7%;Q`1vntSY>?O9}5+i`N}ECr9ggD9tLT9L^k z2GYU@=ZjBqHIVvk|MZ^ljEpKV@8_Hkn)rOW=bXH~h!VVY@EC9@=+D6FVRV< zkQ=m3Ey@F3ZuZNs&q_ed@nYf-MxqetMBV5E4w6UAYZx|fPt;9DH@hCitFM700*1jm zrU`Wu&B_n;JEO+9Chm*9+h?jS^&`#OQ7tTJR@=!p=cYq`2J}Ln8tnt8p_M(}?W;<5 zKD8)%EE|2es-h6#;hYfM9Jm!p=!JJwd~Pa?RE)9^ucm3UaK|>8$DKRZ7anYj?xlLw z{MAu(aoUm%Wk~|-y;HdfxC$M~iVth@Hk+*Ao{_nxnh2kv=?3Ss@YyL5N;k!M6(Dh2 zUq=zO3`97^E8`<)oCEw_1PC{6%SjyM>d%#);1@zMbL%5YS2(=K&A%rOUZe*&LeNBF zxDk4zhN3{fPR_}B$-wo+CuDFwN~q_Zkj(btkOpo^^&Kjtb1#-fw-VcE;3j1kM|_%y zW4YwZ5S(~S{m1-FrrK*hXChSzTvG0r*mUd-7!#fH=&Ph* z|0uFK6=&vn7=su)tPfn`swE@E(TYqc>342pRP%#HGiV?I|E`0IRd%jyNfT?o|X1xq|>&~ohy^8wc(6>1Iw5ZYLcLSistgsK^H7r#$C0?!Vr z*>Rh|sDY^Q`S*!fd>MVgY3AgOi67-5H#Mg3==ac~-V?z%fUwl75Jn}85RKTWu~&B9 zx3`c-Ofd%MJOadvBZevkx73R{K(7p^B8*|2xBS(#={3~v?giOnz*foiMs>o?;RXZ2 zT@p05ND>e9i}b?o9idK~<>`?z8*bUe`zGN|4Rw_^5mVptCGCed zc*-b01r83nz(J5{YCJqCk8IYuKoI3(-XE1|b)4$d(`8NYCumDsxzfdioYaqs4*@%< znY12pM^9D-n602QUCBaKoAmjH1MJpLIr>l$lw%-0k2Fxhtb8x|63OEq==;*SG@Xo5 z;gsTB(w=^5{a8$B)poW?e)q{HEGwlQOUafhPTma)cJ%iR;(K8Cvbs`&HZ55XH-)21 zzE;Zf;#E4~Bx8C&YhP+^^Um6Z6|fS?k&c#+t=y^>Ztxu0hm1b}{mN=lXfLE#YhdtO{XO}Kt1g$xaIcE3s#_MVcYPl32AB}3myAdFOo9dw`taoXo$ zrMyf{keBW~5{6n_D98-|K!Y`u{{Ey7tRrXa4wrw6&EFcF@)ZT)%#!)iO`CL^m*J}Q zwQ~PJ_fKtE59R#uJi1t)jKrU#zP`A;ZG`R$Jc z6J7w9o`^f1ZEc|qTBU~Y;kH^Yb8Q=Oja%OtXt(?Wq|GarAqeW`UguBOlA{t8v65{? zl_QNH2lhS?y;|VpM|6q7V6ZcT$`znY<8dBl%=e}cGa3y1izKITGlXP`%S9hTD*!3j zN=HK_hJ~ewz$Okzm7P`Zso=82IccJf ztzWA2I5NEC+JI#lKw`MfB3>Kw2BpD;^^q+?EPdWFcqrt)>eDnzYTTByuM}z~Iwecx zuA7t$|GI8l&m{j!jKX>r!o<}buhjiKo5_zWLv7OwfBqM#`}gIhke%u?z<+XpjaOdP zQ3{?5zapXE*(*kseu6lc)GfhVO$A!rHk4R4A}Rz{)}my2GDD5sx&jzSVy4^Ig3>x| z(aerHO9zOk>D7)^*s1(O?M8JOM4p`p7_;h*T)|2v$IYMGnd~#I0;a= zET)dQ%>CzCBE|b0jn@7$j6~ju$7X=u~V|~ za&4cB=sq1P%lN#tFPSmHR~2ZwDU7`7@G$pMAp8M5Rj=V^ClH_-i~1ER-Nx3@8SI~6 z1aQ5=7<(ON4jm5ymeaSBj#b@)z49s~O+tkm4GMIb&?O#NJcxYpPqF;!(cvZr8dTACT3KxE6VIAf#j~wari3jWii*8O zr1-r_HC{DoS8!q)Vp=E&H@M%P#0y8wx&w5TSl}B-VA4T6p%{^eWF1RRG0&FA;xEb} zcj$QV#2t;LN<`OjzDjiJzWcEJ~sv z83*qG7KI2Yy@ac~3biwS6316S_)A+C3qAD#`c?j>U<^IV$9Lw-QaT_}69mbK1n;z( zUm$?6&kFVN5HzRyF*eT;;lAtvD|wR|&mQd~?A-^+f0@}bHe>w2_|rC^8C*qE4(8ib zA6X$+Q$p#amSbU4VRk@M+ON{0d#Q1Xa(`rR~{GtVyQCISS9O|`yGT<9r20N=-L zVo!C!YkDf{IALr=T>0fZ&ZjPfiV~CGlP+WJwC+`Hm(7@?E3D_=)77exH^iv_0T1l-PF%tI(EQJ-|=f7w?it zQTp?dFs1bpH>o{#2;}X*86oD#;u!?Vt`AS7voe$h6f;jVp$YAM@&S5=3!mhgJIsTg zn4(D#`{6JWHn^MryUFRW8Q5v^(&by`ivp)u3LVY4@T}>&u8WZIPC3dG&=AkQwWpzZ zh8s0Ty&+&Se;ElV3-3RyVEK_>%$!8s5G`gF~6zK0WW$T_&x`;9nJ zmXqs?huUj;i3-sDQ^cmTnJ;vQwrbNje&}Prc6D&i9&Q9h2=sKwPv4q!%3b$CR~b%z zzdu2Ef#Dm>H%ksbt=Lu* zU*#%gRx^4#p3NB($+XfvTIoA5`m;k6v2B4!53kmhnAdwY7;{BiD46~>I0;M3B8fHr zPeKiOMXPz%z78b26V=hd?ufLurbCUe_JchhSL+pu-_AN!-SE}&iI=I^0!#!fNEN#i zOQ7AgoYynTtRK4@CB$WvzYr*ODp*8Vxz)xT=Z0+}wJQmxb^9XJ!CCs^6fT>OpRSFx ztIVGg7?E~TX*1BP^kcvM@Q!&8i0-jW=Vhtufv5O9GWZzyB@Pdi#{GQ~4>SJKRVyX6 zwq;&fNvk`U@?6B^`2e}#XcD`&j9dkfEhhTnmt30D)RE?v0_H}}CphbZfAdKv0~c%3 zTVD}@)<1GP;0+JKFP|}yF}1mS0XLJ1(cE;l_JeO0XA8Ned@TSJZ+4;MRI<1?o{k8K zamBd2)f0^FvC7)6MHa_=Sb)o8H9lc#K|M`gor{}WH**Kdn1o52y8|DDO$9Bh z)t;R5X*UuZ4Rf3r073gotM*Kt0ejY)Evs%0P6_LRVp}C zm!$SP3H`zD)f$fXc8EeEeObk!Jcd8d6vc;6i*1h}g9?zB?Tl`&W8TahKbVO_%9tu} zGSUpO2%IITVr~;+;TjG@eL1nzLxIh=;n~&{Pg5}?Mf2O>&2sGzs2dO<`3UNz^WJec z+B8B@hKft0J_)9%z))|=N)yGF29*d250@BMy@3eRR7;!};Nlz@4!32=>#%Q@-+}3{ z(bGB4mf_m>Yl>@%Ci~xJmojNg>Z?uaDJ8{WxDT7<{2958siVbW`k5SE3}lA-mCPG` zgW9~a!B;lTxE%B8_UBf|m0(gFq0da`#m}5hNCw6O;v2m`AT@qN=Xwz&P8rY}IN2mp z352W>{3puFG?qCGOsrRK!|D0i*%ji_bgm>_w4)VYEZUp7y*MHBhlM#&b&RUCrKT1fIq287DuWMWtCKX3KLA13 zY{%KwYi`Okd-(nhU&KhSmc>vj-y3(WzU!xY7obvPihKxz>HA9`B14iWE-ANw!RPo- z+-ZX2{^e9>M?q^?cS!(!sq%CXvpQxj^pECl@iiCjHsGB+pTQO0)%<`KBMg!gUZ{~gbBn&N=CmhOle4Y;md3v3I7 zj*l-H(fUiGpkh7nGNiYPgbDhFkW6v6Xyc|VSUrl6ZGVH{CTPqvwJbD#`}Tn32;98< ztNpMD=N8!KZce!5HO`Eh2;L_sy)V)nU_9sojab>(S-X0cbEOhY6>i=j9+$Dpk_!0Mv*a}Py^GOyzF#o@NK)n(4tLtYmRG6Ry-Iq4 z>iOlN19b$QjBx;p?&=u#-Msmc%*KId2_~sV$Gb9A@0pfIMVzxBOP7nPrsOjN$okz_ z=DHKyz9yh&?&~70KWGxNZN%@)zSQKd z+9NayIV1cAn)ZsbzV&H72eV+aop;S4(#|W)P)WV2eYiS@kpEMbe#s|irFm#F4bM(3 zO+{0x9Qzcqp_Fw|Av6?v52K17twIXJd^r%ck0)Mfu9Y9wa!S)jb^z;aAKxK9)`suXWALW!p$0fV3O`*R~m`*f1;c^<6W1ZBDe*t zmJgKZzJ3#&?C!GQJq{K&eS!DWYhpd+I$ z-?882p{k-5Qq8s)`0fq2si67H{0^=U7b{npqeidj*zQ3|y013b47@O{U`qaEfJj18 zk+(^Q-CDQtzdd^v-zv%yo#ujo|9Z}Q67cvD<&H;k$Jp(9-26pQC~E~v&0({kqg}u^ z@u{m0k>aK3A1s3^7VYOT!wXGJlPM7cj@^>1GNxzDTZkr0iUr8!Y)}^=%i>Lh8?ue_Qu1ktcq(QFtBSH^fWJkU%Cu}wv1Kjv z6O|Z7-By94rrWb}bB&A%K9U)`DsZknC2rCjKy3&z&jgj}R)Q;V9cr2nRWh60|37(i zBcazIqRytg?6c}<^ePt(xqK+=pKD@CUHwV%%8Q$cP*ojX663ku+^VvM0Tp7L9;i?c zk~{oMJ%gi934AvM*!NDG7ay$cNS$ zgu9m3Q&sy0jJt6ic64Hb2}kJl2EjE`5o|fKH_^35nK^CBurRK>!UHrA+iFRTKWY8w zu^;Lsj!82Q`i}5dDsKFrd~E=mbbv@s^#3L0l#-@0YC2CghzFK>S_Lkqg3;nqD77#B z09b+d0Ni-+Koy>9PrryBdgO0(iHT4=^Q=ZoqsULQ63vN66zI;)lzJZs7mE~kaHu}Y z2D7_vLQ^#CnE)5d-l>zFZz6xpkp%g`oqT*Dz*!IU8ywox!Ael-@ES4!giiPmzhZeW zOXdMf%&GQn1iv!PF0^m1>2eE+^#*;y{AT^PA*S@OYE`2sgTIo>Y=#fDWrYj zqwJE2_T|2BJRQnyc2+#J)BaHFWRXCUHx`#Ny|~y|??{b8CArrh<4(d&QL?FWp#k=X=Uv(|OERvUT|PEsZM=?mDV0 z=Z>)au86u4W>3x?kf{c#3cI7F6_d~~5Tjx4lTNPx7^?W^=#JacA}|v$N5w)_hwpW9 z`DKPro}!_(KH-ri+ARpejjQYm1}t-3!o<&+sHZ$eWq#>0_Vi7uB zkd}SW%DVVp&1j}9Fq>eNc$8xyCcpXF*pz#gJHVjNa3-l8SYItRU7NDF8QaHgyp=;V z4S=r!FHxJ-##TQlBgGX3`G)FFSltiP5zcCJ(PXOSlt)25Mgj@15hh4vYuj{{0{2@% z`(AKcW9r0CyWrNpvgfporZf6{PT`oN9tx`EepLK1_J%2|R5L9(z;-6L*j1#DtNq|n z1s$loQLg)gvU5Mff{hqh3eAO6WD@HG17`IqmQv~)3basODa$2KX)W->Ke|@x7gi{X zk&5k6)A7c2E#MZFMu7JO!bIom6_4*M@_&acrpRk{{o8`O>KT*8GuFLAiKAJX)yNL7zvfr6r1JP$E3G2czb1nENRYw98d-g zxX1PO!s zR0*52rk{d^@Suz=>u#eEOShRrZYLgw92W&ti_Nn8F9#}CrjTqE(C$l0+UmBi)km5a zF@O+v@fFIurP&l5Cg9gEpHEH*-)p*~)QC^O`Mj|T);#EcOT>m|MN$?3M?>kMSW`=XV5K%-%L>Z7)r3}C<)@AQd$m!z>~dY0 zr9pce+09xUSOsN?n?I*1RL*+hU6-izTod|WIu41B0Ea#owF(3B44M>M8{q3gGqWDu z)Jyk><|Hgs2dbpVk~ET8ff-0nXbhK;>X`zi?CQ=$xZR_S%+rXK`e6`S&x+}MYc^7J2+yB$R&RD5MeWJIc3q9;=&&gGwR+@qbG}7TrtQ9zEu6=W;5W#Z&rUM zDf_^{2;HBl*(7JNbb{hT@Y`4(CmyERKM5o#s)QCcMgD^*ZOQ_?1w}P%jL5#w&uu2L zsd$T7)^YxvQ~oie|LQg!es`2|ivjD*PZv_+@q|wa+eqxjS}uAE_ZYlnzM^R!hstY{ zQpE`1Ht}fAiF<^(S8Q}1^&VC&(GLA1sgVSQ_8Yfx^}N59dCewxxR^~b(B z_dTS|Cke5Wz&W6A$v@O4>U#M@dKz|e3=Gt#6TEm6@*~E1*>Exf1I#(qWtW5S0(qAz zL6cCr-ekpr%AF`2{Ju@6;zq@KTIPyT395!p0cx)sfeoTS$TxGLXOGbND#OL?v5o^q zb+8(xQD9lB5mvd5iv-pQ$+Q#Kfrq|^;$sOh#xH&cI5sO6JpjMrIs`$qH>Lra+i+n1 zV9=rBX2%n#{lal&$^Xz*${53HIh$E81ouGCP3QKqf?q*yIqBUg%@+0=R#}HDnQEU- zfmbsd_FD4DDrvjuMqN$fW63Rcqgvv2G9hCeL-*Bd&}?T$&))R@y1P3=j0=TMDdDvD8@ilsDt168 zH{--+XF;L00{O#*_Mc;8al2x9EMe~s+0^iJD(9HF89`^!B?1bi8C2+SqM&&Vr%k=3 zU9>h?WSsD^y$(E7>QNZ(CrYzcltaP}x6kx0&;#Q~)eueXcRy|&?t5_tvSjt;{R zGeiJ*&kV+1MKu8j`MldBNsTu62pA%Ll0zM)6;u9$o+=GpCa&=Fd=VF8Pmx;lIELv- z>slJ)91lCXVU>)kKbC(GRvH#A{$%69Vt2$i9@B+`HP%Lo0e!KqIr}Emq)FrP>8of+ zyt4y&xwz!UtYIZEpvveP{Z`ufQ-lY4+DLC#;kByu20D#8~R#uM`(5> zqshGkGF_^tcSeVG-HQ66mb?)QaCeq9!_FK5OyKn>2+2XLiEC{};sk}j*dXubp4hR_ z$Pmy5e;IT!iL`Vf-PnM)XznIs?$BKGA|IDksS-)AD$`DG)Z~q@&jK=#v;0{)G8bv< zACU{$e|fG-LW0W&j%14^o%8WlZiH9fplXLhor(Ts%hoVVLt|2Z?_b-cKDQ!}R=_27 zmxZYxeP3_cdjz>N4W#bnhb9s zXaPeM(~xxg*M42vem7lwI})!+VZ(ah7Fm1)xnU(jFz6Y6{wy)^(|x!4r(SOL`u9tAx-1+pU^{kJl-BcXT|1)$@5$2_0(El;J{^+WTOq zvnZ$ct%@JH4BmQxdAM5Uc>O{ezneEp789D{*aEMC6I7nU1zzz9t4dVuy%Gj&qSh^7 z)0$C7fyiW+So7Qzr`sn`28ViZ$8iRtY>WcMd_Z^1+q{j2xZ5${39ZtKXB0{{XKw{arLAs?z^!+*2d7!qjg7n8?Z4 zT4CX#u@cljNMlYxIB(QT#sv680GGDT-*M--n*3+&8i^{8l+K(;LhefEFD^h8clrbM zjCA1vPh{T=jT{K8#6_9YI&%ogxjO$!vjRRV%~wrToXrn)6He-FCk~BYMKLER`Ff7r zrrD$hZ8np9kUpmBlJssOr)6!v98^O|yS}zptVv88tt!+VQNPfK)?zUGYh%$jAJ(tn zaAh^`yzANbHudCzF9yr*sO}t~#u9ObN+GU!@Q?@bhWZly{(OqS`k35_O)qr#Z@Jhm z1L!0>=9{}lVi>C>m>a|YBzR_C>oIKY{DW=e!CPpqA$PaLhZz_V5hC7R4IE*hr`!n39Z zZXd54n54)5Ck0@k^P4G4co6#j2h}D6XZnL(F&4=IrW=PhNEsU_7NNv**R(KW*ty5K zI-PR)i*nYFf?1(F$qERxu4y>qGF%f?>s47UHbUGaP-hmJJ)r$%_amkeqD+b3hO5x5 z0-FL!AkKMLs(=pzh`A`os)tflz!wGmr9aU{2_I@}SC8Ky=`uY&AKz=|2S4Gj`u$~pG$NVOLC2`H z`CR^-0sgzP0_{+w2oSs&&n055i>P)*`L=f!DHK=;OFaaztcP*Tg^_yAaHRE0T3^QH zlodR<^uXo%U47^i+N-kdF)vVF;bNU=@w;Lb-&213QO|;#EGs;-u!!I@8j9>1w`tkh z>*oT$*IYJ=KOcirdid0W+=+Pu_*bmU-8;ZjW!kRk&LK00Dy!YVkc>9B{WGq zgL?lRpcRZ2YY~G}xXJfpV;o2`o%)S-|AAbYEBmiJkiV*3EmpMPzKR=e^3Xv<-|>2LE3asd?mFRX$q>Ty{F zmP!h_A+9K(0opA8$MnM*psJy#&e2K=shjT3C}GQC>r}cMRUv{{c|hd$tJjS}2{=4$ zNRxZT6^bw_>iF5bH1@a|e9X~mXo-GLy4`wx5i+4JdOKJ=Zp*%Oa&f~{uQERy|8Smk zAvEwsfFXc8P#rFFzW(VvBjdLGEyi@@5!kW7#`Ij=4#iiS9S3&IlW(B|KQX$s93Sri zcykM7n0{?NDJ2Q7cwvSNP7=0&yCK?eXY>e~RYV zG5nXPE6-cc5lv zK9P{Xi-#IsCN&WWzA##<{IwlSTf?cw#eQbdDeqNh*GTjPyVyB-f90tY5c)WR1ogZm z4itrfqR?ME&;(XHlaP?T5+nulVoit}j$_81@<9^2(=}#M6h6$_zu*k%zTumwTZOFe z&{9&ahU)}7q74qsCN>Ji6_t3VJuC0seIOVOTLrs9EjYrBujk-! z!lk!~>+s!G-*roWsnwFKeY6Q82p*TcVC_rbwn>PrKEdD(d#;Fs3IjJn(NUb4zBrgldw>~nJJ3G-H59T1X-)Ai;XSx zH$LSnh=J@ouvYk+u*7kTijLVRv1!`=q7p7xFE{EOo5?Rq+=fS?ozKxJv9mD7&8y-v zWGJftLdb+vjEfn4$>5qB8Zv7d9_j zifuKq;2cm@z`2f;kW)Qt=Z?6t?Xxw7AXLPZWo)L3R94Y@B&SHGgHnYtCP_h{`!SV%uzcRQ`QeMM zZx69d%_t~VX>xnygZf%uEiIg-zH&5uF1edJ&sO))>*a*!qhcN=!W8Eef&P3Q;N?da`(yJWbWPfZC^7EUw)&AS25tSs2f8 zIAs-}AO807+s!TxRu4OQ4R)5M9U{}%AG6SB%xu9D4rO`@jDX?nh)&CrN4+;3<_)!f zOL}>0Tf72p*K9ZhO^2VmNCUFyYbSD_$KWX|Db^F5J6+DfvGl`n3YIieW;m+z*+L3k zK|t8l(t+l|e&1dy>Xz|nOgmApr6&Fzp$T$xhy11wEp8Q2Zh|o~1fn!JV~2`tVJOsu zx_+dGZR{)=O;e2}I_ zW;JJCtoM46vwpoqJ82iyfPgPpe9kO5l!vfXgOD4Q?-hWx`rC+@E(Xs4}4-Ez-RA$O*KnS9SqWneWV99;~ViFxgcL80@X*< zcrjd{i6`MN>M6IG<0eEQag<<6~b7Qa_cerPq)7z_6!FYPwiy9T)MXz|Rt);xwRzw)-=#gX!j?VA2ai0J=|U(wnDxAJEgzHZpjZb&S3 z>C%qrYJQbik^=kCajz0+50sfJZEOzu+l1++B(e%1QP`*Jk%1bIfcFXiSc2$*_Jk!V zJ>qnRgQ~(VWobZ1+uxY62?lDn(*_ABxHDw~LP=yte%MVJkY}Ih{{c@bHd)HnlUMXY zeq{+PFCN7TrWoU%vgEXYVelUS&T{DGi&Pw3e7y!$B7|6y(0p1P)!pS`PfT~aaK_KB z9xJjHY8avsjWINHWJ_PjAdL*GITs$P|;uaGE1`3J4c2BQ1io~JRoA_yO9?hmg6 zuwJMYRA)3@OsS~gRO?u~;^UM1eqwJg8YX2v@)XK_QjA$#TYmiuMnxpoiZQm;j&;M_@+8)zkyB(S03`*q(8NWwCLx`3H13|{+yGIKt(?%{2T|DJ|4}TW{Sg? zUV>X`41Ll|eI}|sFHb#PHH}1PT%j-lxYW+)5n%Z9QNnQK|3?o%U@-g#u0|Dv6^u1m zM_81fY^V1;3-$&fJSgsJ8#cMP&beY-19v=%(ih-$$?D|}rxe6=k83HtpASd}U7(+` zeKcnA){MNUCSB|*Ps!WC zcimlXd+>$;Iz<_qs6HU9aRd(eBiUTG-_>R`rSdTLmyZ&{-lzvZpy;{}bb5>IAcw8q zYjYyg*tDb{s>p-LErjMY15ZHsMQ&X5dR)#w`F+a}qqHQfM`%PTRPhCM>dBpW%XsWY zo-bTpF9p?=Sk}jU`k>vG?P+SXx?~w3dflW`pdD(HHBPK4YXzC9Ay0eyUlA79Pbh;x z|0&gzTF0bezB2fTGT}s00JAB^J7pBcl$+sxg#wf!l4JuBNun+Jf|#YHY^aa+mFIX@ zhz~PctA9~5yxdwmV^9b;UC9&>`+8oyLzYH6=Xi1=Q;|T4&r#jo{a)=}1s@sGHcM+< zLBeR4l|MLuBy<5}p=Vn{@iL2u#i=0JhNqE883D&D4=;#NS zoxCnZwZN_A`r^uKku}o@FNT|>a3oOdMj`boeqby%dJ}NXUN*k-{1A$O=1J&m5BuO- zlyMIU`OiEIj9u21^r**1FC=pf`2R9$%ERP79c3T?hFpFwC}E(osUt7u!w6%4CcijU{BZSeE zn^O3SWB2)_h%wE}nN#EUFIdh^%$FTBIpfRFnHP74-=x_8?m8GOAB%j&B346_mhGGt zny1qZD_0C@3kLpZ`o7U7VrDqX{zx0#D`mF6Q_Th=WK@XrDQLCA_ych<@L5rjz}sq@ zktc{SI8nc5`6BiQ-WQ1LcO}Vx=$;se1fRd0JLaFy_2XpxY>2n0>&63msuya{P;F{R ze`wh5%Ko-*&`ERT$4`DMJRdm_K;7!o-_tW!K;kXTQ~a07&*W4BLX}2a0w#yIun&^a z3T0TM@X@J+-Mag=&dy?|h6AIYa&%sY|WQ5)%h8QF=to5ng5wG*>;1_5rV1k61 ztE^GQ`I>G@;HFlFl_G1cibQ}nPPDC2p*cQP@@LM2>EY+-ihs;(kBv!1vK{HNqUZ2} zPedI#JqWnP=+~skQctGZ^-&9W5#z)$)Ye3hHg$b^b%^ZUQ7-jsG&8sj^SccFeLq0Z z=<6+%BXmltRZN4PxW3sXA|7qWn97_4!DOIOiGIPJAlejqMp$=VkNK+FnWu0Ek0SNv zW&X7Y;n1Js0c03{;}BwEHpWZ!V1i@DxpdWlB#%tLI~;(^m`D)5>rr3gzi2%Kj}8U* z;Z&>s?+E3j>wR?rKGd#oPfc&A^LyCd(3qHe715qW8RS)l?P4B5aztlq@&^R5w zcL4eir&Li6B`3WR{PJ1dovn-o{VaYrywqZEvlghShFX2O769pJX?YydJ>5w>B$|0# zLEb;xA^dMeV8yLo1z7g!cNs8FkUN;upsti;30=?(K7Dc`wDZbT8ea#X41M++>_o5T zEbmS-ImJ&gK0ne8ioUz(eAelnRkxQi;?WVBR?{20w4OFD+csBxzZhh>b%y}RCixSJ zOV1M8y^i>dJL+z{5=pM*yX|0Gls_RS99R%Ptb z&Q|=oz7?SoiV%x!KD|fW8JDw^k~^Z$as1vXqQm2RAtlx#?em~ zxuWDubfiFuxRA!9DL#G>rWSL03B;dA+k25`MRwSVxjYojl*Ne`*x2)O{srtv-4)Ff z(nD_#T$XLKx%G;b%0;Eq-5gFOI#k&BW63S&N!*x*GDPzT*47&26VAhgqCP`ptYNfa z31mz3fSUtdz1AI};!4&g_t0Lj90-!=v z{VsUZ$&A56xL`_|7&GC6pkE^{@$J%mG_vk0rZmT{tE;8IyzB>rtB)1{ORw?_KBK0_ zt~X(xN{LL%P?;oS^Ut>~$JLj`N9#H_;8X5EuSiyg&R9eZxof2qF)I{`ERK1U>-Gz0 zn*2SJz;L$j#7nXyZQ)9Zb7Fh$m`60|?>PZ?V&jPq5iI=q0x*^EmvlO+GA`{VOgChN zfD&JBVwxdx6y$P@13Fc_3=>dh*HRVGqoL-+fcKfOR^of$fsztECzP!{s=gL8Q!95d zmJiZupLhYfw66cRiT8*aVG@D&BIxyTRUEgR3NJ@)s?nONPJJtbRGe~WDAH0$bxv-v zB5eo6eqxh0ccogz+cNY=@E6O%8GqJ_M<5KpifY>?`8q)#^eA1~8w-^!xHT~K+K`fL z&!|Dgh6NT3#E;8BT_7i6&2~Q;DgFO=vUSFDu@|*1-;vL+E!A6y^;fsl%u9z3`eH*d zV1tX4vWB)L6j{6jB1^svg8sCrDHKbP;o_@~%b{n{F1fPSX_c^}#zJafnEPc3KVT0fU9kl8{&hQ@ z2RwsNITuUj$4ArnEFk|-f zF3~WPfdcu%7?*mUVHKbldAEd8l|S7$ys6*@BDjk7V3SozX6&L=sgU=X<3!oxxlB1f zau2xgXQHt+mJxHrWsSmF9(m1-M8`9^UB+Iev?-PBem%j)=$B8b_KSYYf5ZFaDoCt@ zO}UV-`Uy4L2#~H8rGHDQca|a!j5;)$=7t?vI;i!cEJ)$hn0sq8*=-He3bM|#l9U!H z0e||E0UuV|`K*|qULYv7FZ}>m0pS3=%5kwtA!|8fW-V|(CPg0& z3YMb^J?rJExu$I?czIXrMqI(gg{)X_N+fx)iI>_bc6#QGvwS1}vPJK4y=9-IEFmD3 z_B!$Rlx!FMc(=SotRZMp(ex!d0N?nHzkaf1h3SNP8%t@k8QAD@AKV3c^!YrLdlOse zj~`gTs|9M9SX&x|{~_3MWRLB2=|qMtSe*{t7xj_ofmQXo^EwC2HR#|AQ!GcPqUv<8 z{a9gWCK0hB_E4sA4zIWp89gPj9!572?%*YfgPO-R*Uh-~|zPMW-;XbJIMcH;wj^2!<7pF1B5RVfcCsV5<=)GOVdb zkPpDLLzGP8r-sOLxjuE_0&|iZE8el-Fj-5UsiodRu1uj?1Z04!B@k$h#dpw^F6U(@ zuR2L_!G6Z<=cOX|qUbHCP9!wHG!X+oXiAuRkL4W+4f~hEVCE;xHS=mC#)pu;%mZ5( z5+*cn?t@GE)XsFv_rc{@kj+P8$U>VAh)LZ9wJv@(ldMM5t8Q8g0N(>cT6U|BUCU|q zvrgU(m*AW$l7}yK964tZKKzZk$wVZGM+8Owp7}3ru*cG>&&zFh8&Pi`?^CQWCwq(b zEQF!J<&&7}zxrm0wko?b${T8I$&??!grul_Y=K)qdofPJeNpnQ{p7t-e|B{B;jyn6 zwy2gt>Yx40-9VmCUqG9aGR5lJAl>aH|26#q>va0qp^k?RId3`qX|IX8XoQ#-cH|fQ)BWA{MWO+^8ksggf>ihm;2oq^;D=-hi=H2l`C~k|idfnQ>7!Y9~!(a5#7b_zstbj~- zn-U2x$wE3JSamc`)2$to#i7#aF!&0fVz-Oa-I?PV3&RJd%5=FnAV^W9#?^v`0Eq{Z z9r7OJKZ@8UH{qN~Kcqp7_(`7H+eD7kS`g+~hu!YkyCL62yz zAai&o*R|?nBu`w{X9X}h{TBTR8Em`fWxr#gAM;z2FT3E!l@Dd4vg*;2DFCBk00&U2khu+A zgG=+h7vR%BGIeW3(8H5z5Q=ipdgyguyRN5e+M9exkN&e zd26DZ@`2Heg>1Y{FU?*)q@s-eb$CsU>^pw|g@{0w`H*}Ap9aN@{kr$_2Dene+~qdPoB2L(AgB;Obgz*sJ6@^n_U>49ra1G>)@up%URNwHJZH=gsU zti1VnA7UIvf)iwR<-X+xMEBe~UL$5ZHUfV6u1#$3jxY%!p%FywNDnqcQ**^ay7`Ch zeUg+m9AE-zapc_pukTxDEd>xfU=z$3bVyHJi&dNavFuOZM83#^;8_mq0j_!GYy#Rs&7}h=PQ`s$@2ks z``B6TNl!0uQ{UJ%Fh_`!1<1vlK2Y-NN}LpU{WjvBx#BP2+*O`zKEP64+hS-Tjulx7 zepeuz84#KEP?&jG9`Kd?SJQNy6ZYG!B%JVS8N=lnIs=izs_p8bXC^N{1m&IHje@=x zxMG{p2SUsg`*q^{y^7&YpF0p#Ff8G2)TQ1=s`V_Gnz}olXHg+&m)<5=gh4(s4O9>G zfd^}k1ch#gyRJd|#J-cD@qFK_5FJl;v$7FB@9kFb5`ULYBG(#;&9 z>fnf<#OQ*D1}qt3hT%K&^1>WK^-8b~eUcM*cBcWQ$16V7a})D*waB312o~f-lKgp> zLp)N+0=lo)vo1PXL8-jwV8;xj`dX0-2yFsh?0%sYTM*ANGu+ah6np@tJdSp_RtfLC z_}3D6v*eGR!iZN&CA!gbbarFtd?P=ZA*xcr;Q*>1u4-ClVc6 zPA>@W5@dzf7K7>y#t4Kl7ieDHjTT3FEa5JkjXny{Kaikf?BJO?Rmn-r{k@HJpsn}e z@%`LqIg7ZtTc5jXs2$plxTcRZe}$@jcI_T)Umnpw@jTU`Th+|$N?xxpXuc9(_mlaq z3dz#}Eju)>Xou|kq2Ew&C3y@1jxqqvjddr1<%C$;MW+yDx&-shW7ik-J6wi}2szaM z<|%#Vuk-Yn2W3$st;xkC?+;opb14DbK};Gt&R%4$wiW3#ZaaB|&d!F-SgQw@?=ntUrjW zQa4m@x{oCcN<8js7dVF%3R=EXsV8S zOrWaIDO+hh%L;_kmC-hGXmaOhWN*(wy0?GPU0;!$%~N?~+UBTOS&*_Jkm#?Q5*or* z$H~KLkVeJh#Z0tU;vt6UCO-g;eMhqSfOU{OuaD!Mumo2Qav7J82P;2Qnw>$-I>np1(RR4<7H>zJJS1 +KY}C+)Q1r;rxVP zAq%_EYP-WFeDlS5I@z(Vb7rV>d#I9R2jM;tpTjU!d%iLMj0&pWb5+YmJ1=)oH+pPw zFM9oGCk1Uf2euW|PHrSI8ZO%>jW@^1g2)!K=1H`Q*oVh=hJ)27d8RSri)$Ej zu6SpxMW-nJ2JJ{8x8oJy7W(aR&s^Yxg!L1bH=L)sxM3xWkB6d|&v%&m8&iG@Av2($ z1lxoa6SK1#3uKaP=x@ktkqzJ4=~BQ@7#CBrFuGZ+slk^D!)CT29uohG(iNkQ zqw}bH0he(nVh&H8YYm(^*HY2v<1EyecHA(WBo(VfvMM^j|CXG$mX0p(I)wJ#HplM4 zTmHqug(bb%EaFwK09G98T#oGOcK4m_&3D=D^^ZoaEErtNgLTch6MVhh7AcFG%euN_ zh$kR|dVW1~%50P*BNS{c8Wi{?_zHCPRf5j&9ARTR|(h`eGW0ywHm!v?)(dL0;@@PQzV)7-x3c=jL4Wb!u9Ho6f zC*!`;Nb#tpo{M0@J+^J@)&vU~{%C2HqQC#0;1Dyk;bGt5+%1dtF@skL5?6H$h)Is* z!+4k+6x7wQt|~hk|5CtMEH}O;f`ZHJ@%4pPs+G^~xZ7HM zby%)cn%IQYWMn$1tiCWslgoRPGt@Wiu6|H8_8^z<{I<)fSGd-GKf346P=n5C}=qc9T z^&B)8txm4$;6Rut7Y@trlu3ZBNt!zuKg~xc&F7KM$EXY4cT2KJ}-~>KC zb6kpp(I$tH>T$FrQJrn${RC}h42f5vq4+RZEqKu#(M$>T0T{1_;)0HI9%bzg89^<0 z$2?D?!93`0+dVgH$AtU-nyJGdE6VK9FCmih^ZPGyzUL&SedXYwFeh`!k(ORy4EuH= z(rqYJJPusodiXpyTy`)hv7nhYIe`>@P;&VJ=Z0viKQM^!dUCpucoOJ!`pF)hC&Zi7 z=uVs&2i_FS5Cd#$?;LxcCfjoLK?6J6t)Gs&^wat&nuD=(J^e7QQ*i4!+y4PqD?n?< zs0tt}b?-3-j*HE{m9m#RuSWK+flEOP)&G-QYX3*nv?uvWP&RqvGz%HW z6wCQ&^On|)KH>y|IPP$zQG6>=Abf@{_#f)aG>^;K9*F=k@EB7R%%fg^ zF+q)GABH`-rt0TkvS0(A!R9S$R)iL(g8wd~Jyeq-sPkBD<^DvR*R*~AM+O6YR87H0 zE~mOMIzX4BL}_$fB~_fwj92-cCqNXm0ydV4Xaq{ z=mT$errz|jhy4MXV>5=K^070~p13YA0l5&>(qsY+`o!26328p={nRv{TR?DWrJi#0 zudc7B2LS}3!AFN6Idf4T_Wg_E`zOwS-mj(eGji<=Nv0?>6eZWBqrOJ@#b^ee>iaV_ z8+hMy9=xKa*Nb*dZ*2O~`uUv-KBz}U9gS{O4KNX6&HUbt?faGA2T%L*r}KJqws|I$ zpGaoLr0HQ=snk-~2Xq70#*ur|^~^q4iY$jhGj{Fqr+v$RrHa1F2rI04EWv(KTtdw+ z{beOJuAMzKU;9#x+JA?nr}P7EUE4$UIlBW>y{STS6g$AS1qhfZzGlX-tt-mn0ufm? znfn_S$D(iO4rH-&T%V~ve~xkfl#8Z-nQ>*R$#a8+c0J25a8OFbb_t77#*;}C0D;xr zXX$XQ_>oxppeXJ84*Ias-L?}31e|M3erEhL_@7}JcOvd(`;Bwm{$FY)zfdQ^WYcRcEVvXnXva!C7i<@%JB zBI3B(cOd+PeidSkfif0}UrTO`t~nXF-L01sT5>0)SG69;|9vm#slJdAOL75YxQh#9 zCaql$g4k{Jp-05;aDO3^>18yZOGfpo*IouBya3x_u^w;NAO*0+imMRC>&Ph?`XPg# zLJGGpIy$w;K7M!1(n+2fT&RUJjpdSqz&h+yDgTl=jCABjH92D{Enc~I+9=T8RGpb< zD6Gr71N0=^IFw8L|L2#QQ5vK{)B-`bI~mMWchXa<0$%)IN& zc$ptYX+0;121cWNK7QHnj8^MndHGpQI^F(u7+5+nd25?wR|N_(k>9+hj9T2ou4Zbg z-W|zC^T?;LIcZ{3B^Zt?QiMTuJygE-9l?sOPaA4L6mSx=8uXz`N{N-AB9Ye(h#g-u zh+wM(T$ulF5*@=V{F05~ZAQO8bmEl`ak0Judb&rY0qJ3wU1&84raR%>vlgy?B+qwLeAo8-0L7%_@X%de~!!wzcPQ&f}9n+YjWH<=l! zX)Yv7ojP2Co(EjeHG`t0;fW_oi6*l)y8)d8KRR=`H3Qxg`-_3*F=Pltu%-p^l*=BE zp)Gd!fUhvhU_qez*VQjAp6iOW!Mt+lseKp%DVa_?W-E6W5aPEowyXCg&Vf4WPn#7+ zWRmvs7TrQb7=d|kLVd{F(opatcJp6BH(N^SWwkb2>(r7Zg|z`(b&CMk)~@s0Y6 z;q@KRmMZ+Pi~>i@hWYD@FcZ@w8Ddow2$m-#+j&^U^;7zTc<$v7cw{J5i%!`PSy3O# zX$N#AC{=f$A%XdYRZMen9Alnt{0)wHU#*(=XqsR#lWG=g$F&xWcTj)1oe(GdKC2Xv zF|$Sq;c63m4pmlZWA-^OT6uIs{9Yg!mq!k`zI6&iZk2W`?%p~*-~Cr9A! zuGtQY<5C@T4O@n}%u`Hz*8g548rK!2kUpi^Kc;k6Zw-P4dS!p%hObU#np2Z+_qJo} zB;2s&%{LRQ&odZ5LQk6?7l62SEp-Z+=ZjJ?{PYGkPS*$P;mK!Wlao3|L)Hs5^`;_# z^jBpos1+YIVGw_SX*(7C2;xcO&d@Gm)HiCwNLz~|9zV}Bmpkg$Dqj2q&1^Dp5%6y#&b2jspLBr z2896m!^#wcntUDwAfN*v*%Z7D2-!RTWz0LdW*5j#@)OA1ywKR{=$Un@)J>!PeTJX( z5^-d*KOpa#L2Z|9(!y{0D85Ur6SwQU?GS_(CB%n|v1R?gRmQ;8R;<2{)Bb}bOZzGn zO}?gqd3l_B$Vgnhx-3fy!8tqFtQ@Yu>AZvA*lQTzfdgE%|giYpW zV66&~vMp0Q-@kB`jwjG2gbz!GS%qMl_Aq#H3J!k$lT?(L(0$?i$=juHykxKvg9^a# zY0zUBJ;7!4Iew2^yM6?_`5+Kp5wDufv89#~DGQZC#52eB>o~7SOQ-r%o328Xv4Xoh z{yoh(NqfzA!;V5mj=W_hW_Ij(BJ+IUN98!0mA4|Wn?j?aRoIyp%`cB8i}JHk9l~Vw z^2HPj{&pMhcHdGE z;ceh_ZMmIA!%=w#_k3ia#bB|EA60}f8`w}^eTS>Qmb~V&7eQCT=6K^EE4j)ovCc25 z;>3D$J`7e{uCjW2VVtd4HMUrNkW zb~)P-E?#L9Ad9{GQMRPN7bkb`31&=~4sK+SzXAO#?k2 z3yIA)`pqaL@VV=zlex{irdJ#a`u^=l4(U5~mZH{+hd|F&&IVYyAcUyoe)Q4bn6RlY z*fR-WeIk*9Z}b|LiShYsr&h;iuGCFi!036A6^8~*712rzewG;U8t%TCt(`=I4v=FS zGIo|zrP)h>@6aWAK2mmaC$W|L%#C+5w002lO003tI0047tZ+9UH$V@ zP+$Up00006004vq0RNiL-vIyPF#q~LQ?UQK`Tzic@UQ<9OduQp<}a822KPUGynkK# zZ}9(}nfe=&|ICQ~$F=_B;BZs`>|bvFO;`jf0O2nm{-!<(7C`Zrbbp5$qhJ7Jf8FMv z1Aj{#2LSkp4gf^_{T{#t{981T|Cj&&f-2BR{6h{4ZHfQe1OCsA5CH(V|8?NMgn?^} z!uw|*)EI>bzylzF{^=)D15p2=PcYp7kdazXPK!c-hk~6#M_Yx$&&AoAf}2Y<;D5UT z0ESlf7l3|i5dishNF9M<5RslU1O*=SclBV_Ag$}1f9qI<^Vk~Svnzzk8oWG6ywAw@ zX_&|3W4koulE%=hNZ{|=9Z5~D4-vS7nL~S3`XGS=GJ&v0XDJqLI;9Zy3^Nf`C3WFT z_eR^bJ78LX&9_5B9u0LBByPK0p_o`-m`g!{h&M?h81qZJ~sUHiNEQw7hz)N`(J zinsbwBOU0nDp0#88T;X!oUve9*z0nigO-oz1rQbr z5gCMw8^YR{Se9jzJ4&@Y5mPr)}2aDTXHvK}h=6D5QzDx{TT1h}$T|9_|<-t5U?B7tx zqI>gEc|F_Y)+xV1Q|LTTwJo)jIy~YI?nQVb3=Y)y@>)wnc2#-qlxlp_sdydk>p)`X z1$_=uHqkIIE9V3SWKB}(wfIRSU)1V=p*Gt_IzzDXJh(*D*odmGvKik`g>hob$|PgH zh1PGs!au?B-_Ouhi!;`|nAINpimDW%46Zgjvlz}i`o%3VjL^vb#`xF|#3)TqVCnCF z%ny}-+dSKN#kO2rR;{Ok=zsXZ6x=oF66$FyKZs(|uB0l&@~*JA)FcRnyDV=3?FX>& zK6r)$Ng~KZ?P6$uK7oUq9HN^EnwYCi4k|+ki>7r7&a7>HT zrR={tOrGeNHTAl_k3#1-Lw~(Beh6$%TTNgQbSx*#;_x6OTuo{sR6$I@U5$ei3p_i3 z&jF0Vm6}Q{7#H|M8Mz7sW*v_KMwRJC7`ugYropv^wsmo~5EqF#HwJq{SJx(h<;o5z z+R|g_81>bk{0)`u31Eik#MC`kB(<8~-C@yjZ%cu8`F2rLy>~(Pgl_wWSkt*xKN~ms z+oK47X-qz?pe9)y40{N?+}Ol5R*=T?jW+OOR216uT7KVTMuehL2;;N1q&apUtq^LH z-$Ik_Z>+s8K)}L?{nWL;74M0ll}EKz3)LgLO0*qG#d19ewo1$2NVE0=#bM)(lwKd< zAbE`xl_AwYMOPCR1)8iAhL==>nZ=igOS}G96!|gV%7aQg`CAulN`8M+nrvj=DrxXE z=vaI7Rs^FAC>_*^_{r=FOOo(Hvy+sO9 z7zk8(qaYq*W0)<=n}y*Bkx|=Ji#j(cUfoMmU=zWxrtsK7yZX5Xug=39%63=7JTW;& z%mjZwK<)1Wq}sB*n;VIK*=0q985c%Dy+M4Y-?zw}96TWsz#YN#e_mQ!6z3y>+s~ql zWT)~8+=8^Y&>5QZ1zU~SYNBDvHUDg*uYi>Srnpo3gfPDO{#v6rrtz@f8X$*9PkTOx zdnY8L&rtdkvjFXr;xsKSyJ7JvdHF_#!}`1nrsw&abDv0^Zpzhlg6w6H@+BW|{$2Lz z$V9*&<;QUC18L>a3z*}Eqs!iIQkG*5v7(VQV03|bzQj>F=!YH}5WpO|6c?4xot=gjZRc;9TI^IQ<-O|&13&17xX=&5KmdfZrgSAcTUj_V3T36 zmaf}JTEVZX4?g~=Pny=oZOwr?(WRVpDdny{nUve-bIEIqi0U#P@9t;_W)gFA5((Q5 zGP}az8Vd!zR$Xw&U>FYGUzyXlH1<}AzdvHd7(wTg*|3lyU)nkEgGmlwDS(Yt|5dWtm~-n$6j~l9^of46ApwB|dba0lMxTOhNk*fFC`nTb#*Yr}+Y{?k4U zW+->LJO?SY`O`NrMTmbWu|Mr`N!^=t+E9=M%N=vcD}sS<8^3S9$xQUvfp9D~pbblF9gYlklh2b~h3s5KaKBdW z8pcAI3OGd$yF@ucA%E*OQeNC^sk?s&R`Na9^+{NlX>-5YE{l*xH5k?cGSHrRw?}9yDjxfXUk^$HVC7A|9gh^#JZC|o=`;88AdK%;`i%xWjLZ$O2 z&_>RMU5H|8gv`M|a-gcTx6=+zIt;uU_6bDt$>zdbgSb=6P4kPAN$#P91HJCG7cR4r z{6iz0ogZ{?QYTbtB z^#%_8Ir&mzvOkbDN}z)eT&VJ{ab$t9gvl;gd*qyGdOx(q_dC}Tt%9S@Wq3{y#knWU znE&EZJaCC9yiAFr$(!XO%C#lr_=>3GZNvJa-fhB0VHAm`dt6}7@`+LG(Lalv8d}V% zoh7PB;EZVcCi`X;#Qhkl6R6XuZq&XHFr zT*{OPtp>bW@67vYV)UXFCeAv<%e3HAp30lzw@`JJQAR!Aas_j^GRvml*4AsX#&e0wacWV1VSNq zE5&%zfa_D4*3AC8pZq@Ny45vx#t65}Vg?Mnh;!YxwFV01@o_uHCX++#6Kc%D?qsXcb2t0tjSY1a(M0W}gO zlW6HQA-j7;$k8nlOP^UVG~1_B3gC>QQI?P3O|O~N*(=HyFbTfP|7sHNE*w04^##5t zx14?O&Y(%6(_Dj}10eD5Gj`kn90Y}7&X>OK;<_=@WtwEA{s=sgqSOHQvI9<{c7eikls~2YMTi zZ?KyfKZR&%Gg^81o*r3aWIRd^ObJ}NBlKkcLLf~8dYd$3c}fy7)e|%g43Ie`9#7EXCrQ5 zO)#*=NerMn>*tB4vviBzj{t2%RoY!Qjy0P|Uj%|a|11C!gvN*$cAI&&N8scxp?Erd zNN^v`8p|*x>+d7b-8i*55*1V)s-1zYn#s5C2&>PCdsI`*Cpdb@3fXLY@GZqbhHnYO zvJbz8YIX%AV9t`hK7$<|D#P5~jZCx|tA&NFm_fZmnRe~VXlmgAm(o?v+JiEY z^29euQezf=DCB5aitZtg89OV@Uy_7RV0&dNosUiD6g<`A;1y;!M^pJ&1)krPb1xt~ zeYxMME#@1&xAz81L4QIxMbU%p!q@md3b{pXsnDAm!cRiwAx~z%RA`K|NeaP?77x2@ z451m*IK!mA!P>Qw(wgtmM`|~{n`D|AutFJ?V9QwsiP*_!f=7#r>chWDuV6zFOgZ)W zYy)csrzasZ-Rh=~%GTRq_@r0Vj30AX;s%*mt_09RNSRE3|ZF?q6ZM&Ig= z&&4o*H!(Ss?FhpuHvXF>Rab?q7^0}n_d`k=>(z&I zW9Y7gCb?)CBxF)lA>ZkCzwKeyXBTxfj`S#28@MbLzpLB%?HT8_F8#xHki4o(3}X`O zjP7e|)dxGGx#av`h^&hDKt*JAbyO7ZDTmSw8Q&uKLl870C%ss=c6Gl&hKv@A@ECte z+>n9)x*78r{oN<9w-SsXzFIIjFTzv@hh%ScmKsR4K;f!mo7~F_w<3FFzAQL5%o&JMf5zUQ>188_KRh)eZ!#W+y}X&+GsQWm-~bEKq$e=|;~TBB zo5gpPPxKh~uuB^&OhDd!3s!ERWowT3F?_Qh_9G!&Ken_&)d7q2LL~r%EK3HfmWM@TassZVVvXuzQfVp&1r9p7fF##=_z- za!i#&uEl~_hJ#{UB%XE;$EAB`=S#rQKdW|+%dk4Z>5+Hs-fz46dg4#;j8@>&aF_z| z#BIK=oP++}@A?W@-cfIJ=l{|N$?_PbnSAKl8ce~CrGCKu@pX`G)$npizY}Gg5P?47 z#-6UG>55#i6*e@&isU)`VVkJ7;N_+shT5)I=XuLqunjSR9d!<;Z2osO>oeY>`A=7t zeUh6AjBq*Sw4GC|C{dKA5AU&Yk8RtwZQHhO+qP}nwr$&(+ui9-W}apqrm`!k{jw{m zhuW1@-}?STC{2InByvl=aJX&HTe>U|3>xG~9UqwWOtp8|ImUT2`WctS37a3c1 zS{)d9t$B6j;5@X0kT&{|0i$6ow8u

B1?gzLYuGE-I~ua0`^jg;7QE!>3rEFu(oO zv41MF)$l)iou1NK3xAArQcgbFT=t4kcPsZq;(IQd7I)&t>6@N=pAZ+NbOy`%D9P`|VvU1sj6`}`! zVib`WX1SLUw7Qh-Xo#HwG@bZbB(C1MIg3u;uFZXb4m88ws~Oe5F7>!}xC5;kwX4E9 zDEklXnC}czk2$tp9;yR?8daA%&^gdbPam_ol6PlmAC(FhRM1_7km=&YEMQ9-Q8es~ zR0M~_ctJaH0(zRobBm0PJTNiN!FtW}BI^IXZ04*CeQg}bd2m1j&PoHq-j?RtpI~C5 zsj$u>RyKjs+ThbOtar}zc!#8kQ2G@7Debv>uu*&X?$5j6i6TU6-Np>oJcoUrJ?1qv z-7s$+-pzewAqiX`A?7c(>_cPnb>+ILGhJ<`*GHWbT zYiBm5|A(82&WDyuLKSt3AXT+L5pWjT>z1a1C?EajEI)0pWEY(k)I|swPRAfKnd#xd zXrsXBpR}xlKwU!U2J@fcW`6NSED>QSp3p6l#lURqNyAWEy4tu2Att_|sM+5dr&%KR zgrE7gUEdqmSI!AW7iGNHgJEdknuFW>S@lY@jkvE+xg}W@HgoGBKR5&4Ac*!f`qNh6 zG{BQqs*+xNPIS*>YV1HU*5TV+?!BjS_3p6V!<6ietH$OLMRhpOm{@3Ah;pJSHZaxr zP=53tm0IX&K{H0YDE8w0+5TxXFvx*B4mKocP+D+L7z^zMfw0VrMz>4bV35yrf0dE{ zhaMN^5>3P0{yY`QT7fHD#wRC4EJOyUc$-E)oXKZ2b^hb^b>E*i@A5E?3~1O@Na5;E zc};l@w{9F;cNX9Ja<2-BVCpDAlgZJrGpDiy0*H)D$L#ZjST^XBw zbboPRvqdJ>$nRx~!z@q&N@|?BVER-pNs_6rlgW6uv)&LX{>MivacDUNTlt_9|1na6 zL{>O^feC%J(u-$(aZ^r$U&<>-4i$m){3sq+y{9$zj!-zvFg%rw?<~2y(hFiM3GGJ% zh7tw+sgi~ym=%PVow+B}0XFl%v3TdLoq5=jo8ikHYuofTU=LEm7Pbi!DXueG#OMgG zpvo*#Iob0U`Uphq9|I5A$KZlmX*yS?v~^Ir`xXq(pH|J#fi?}C!=rsbr7fi$f-Ko9 z8T#y8{3fH@oXMS$_fj!?h6%1(!w7iqqOptwh(NLnPV=WzB18aEGEtZ^WgFD}u^WRy7lqe$Veq$7B@ ztG$epY^JM8LQVM4$!g#l2;g|fh%z>@ZwyC5*Av*MvtVUc$agaN;SuYpTy#!r2)smi zfxJ3J#par8ss4eCou7xVHmLw;L!igSmgK|5R7k?;Q>2xFLFQW6c|XiT7^t6E)2DRM zw>+hV^FQ6cOGb1V!eBv^Is>mfnjgmoucRCTIbn)woBf%S$y-Aja#ovS5 zQHR757GsDcuziz$b-W|C+ziljvoigMTIiDz#xwsm_D)bd0NaHQ3Cm+D086H$|x8M&@ z!(sM7TgPe|=}zYv=%+smbH-CpSisn7dV8WrnvittxA)XhSHL!~zGg~`hb~aEXj|sb zGTR)5%yj(J@j`tLo0gFbe5dpk^!K{7ibR(kZ4d)~me#~LzpzjeQ;B;n%rB%>+Opw` zyi%d=@yTR_T^}@G*mh;ZccnpW?fTJ*_ML;f^xkmDc7X9tB00O=srr#%pG)is2;)o9 z+Vn}_A-viF9awS9#f&ltYtZhLnK0aR>A{s_1nlhp_xEES|{sx>(Z zIrEcZpaH_f?+JESgY}M|Ycp%q#z*`^tW|$_t68f;DsCQQquwnG^_vMrn@ZuryhX#B;Sqr`A+s4=;4O)-MGhu3 zIk((Prd0;MLmiiZqcwIHFzL0r7bWaVSBFgw*z@l*5*8Se!O!8 za_rgIiH1sd^?)z)8wvVhYiw_k6m}_j($ct9RCl?1C*d73zY+J78SAs{m*_jbaUeAx z+d?mYVxUYyF(JE72QR}!R(?B_h%p3@6&umW7mpb@IO#324Y{>%{Ef@SsV82 zyDc(3$4MTHA&xIX)x=t6D4ac{ds(x9{J{iFMtbAjvI-u$|KC#sUw;Z=jZtg+4f(I0GD)v^L)NWvWATLtK z-A;&Td7jtMV0v(E*wxC4YwA%A62Prl0Nh-IO!mV@0%-HdaxTWm@>iO439T-}b|&fh zNB3I+`9?7R=Y_>P%+0un)Q|cyaAAWl2M4)T`3XogTOzusayH1>=>;?=5CpA)EXR zi#e=Q@1ABd+nmsGp$mn=>Wy;4!D*2SCswbku3_%0YnThfr51#oCJ7tHp|kIAha6ha%BuDm16>7*N7V z*~~w4?PaYbttSo`>hZq)AxDN?6M6mG9z51^#OkHGv@ZcUT_4Cpxt1tizvQj;KHHNu zzZ$7Im)@q?VlLn*4xZ}|`Nk~TLqZ&!cOyBzMbP$iv4J=R!BRf+l^iwdZ>J0Gs@8y^ z=*gxUPiGe449%vH8VvE0Q8r4i5ogiS!5}j*r4>|*gCx41P*e3=*txl;g-rXq9b`=e zfX~l4ZYI{xgY|>WMqy?%C!VqYHUlqSf%~HZh|PKCip($tZ9Ka-pUIzfQLn=e$`u~w z>Xj^&W#E$rjSh@Ch+rtdLG*+E48lrUb0sBKhH$?aD5;oQo_h@$41~+C6#?WCl=|Zx*aQ6%Bn5NCwQFv>UEAAo6Xnp0`L%cRo-rJ zmf4K;UA7qqM5kYM+~;2E|(|3x9mpQ(i{ z2DWS1#w8p`yNHdyTC0`L<2JV|cgye+%#7YmCs)+7Z)T&h;gtUE7~v@=0aAW9}sX0>lpRw?p+-FmV>Y4hEl(JMjoe#!`K4M%$O z#YD%GuyFn=hvms8Rl6Yr)x*GoWM%3=ucz{-xa#ij-=6-yId$N(QCJ8pG4wWJ)x1-? z{i-v=z-}eKtU)b0j=;#2Re?YyLZji)%}rj6p_@z*8Ch1V2%UlW*0gl#lQ6YyQDP{1 zl<){#aaL9xigD8&CqL1Hn=DH`E@u7g&qoFqbx;v6u?GSO#tiT8Q0Cn|EU22Qg{f{0 zy&>t`JuS1v4=neJ)+WlW6R6x2X@BasUta2gOZ?#KYq!*j<;3=Y`FG`hSKK_jx}m*4 z_~lE@Y?bGa<4sqa;om|3bf2%0^A3Tpc=}CwPw{bek3tm_)dz$(*`cp~^Sfw|ahW+J zDj+FlXRR>l7=~13-7hk~JC=;dso#G9{$UE%_ES)sbmwq!pK5Xn>;rGBp-y@Po+MM6 z*dOYq`0}B-VDdp!hVI`gExX6KqWA*DUnn$F>DFnY?lK-`^T|1nWZZnHSQ8nI3Fx{F zWmD^qVD}h}eZ8O2b)^W7UYLX1P0q|p1pkm1xKDnAdMHz;Y-;~vM4=6fFfcRM%3d$% zpr|;f@i*_Z=>0hDC_ujT8HHkIkqJS!bblhHtm-esl=tBJlj(DcI$+cTf;5fuSd{G` z;EfYX_3Y$>gJrv|vv58y)>vNu@-w$AmnXo>I6sO`dXQQ07yF;Joz{EF?mN*Rer)s7 z{}q}0rwrPhUP>^ecyGZgl>Ev$(-XlOGSFNA2l@ICSF3Mk#~^d_*(6w5L2Yz&>H1yNdIlW6a~6>HScnZnfWx+Q3nb8wh{L#J zH?M1Oghr&##i{IXmdZt^`8}32Lkz4kX`6tHphm}4^<}VcAaITf-+E|` z;S46u*uAE&R9J>W7tkOeUimuGD&)A$Nq@jeag-;yZ2!{eIzRBjdtJ|`S2Q?;*PsdS z{3PaF4W|}ANj(cqyRpxYyOKREvAkOUT5W*`5rV}7lu6qY30^4t4>9J7-bHunB+bQp zve`@vhFZEUXfSl#L|k2nRO)OcoD@3^(=X3+owe2&m7_$JKcxMiy{{GAqj{tCNwx1Buf76|1z|$Cx~g?w~ylad>-VMsB@9Dw=532uB>W%#NwJBs zJhvD?svq3{9jscL$(`2#0{|HRcN+cw2CG=;tpAg$ig9OKvcw$qWelmuRA*TE7kovX zRNt-MFtxVYAS_Kza$a^$*ENcPuqcP6{$~)ayTxjKf`QFN#)VK*kk|+g>^UaJQM>!M z>($Xa_xALIXV#k+4x<{}4hR4b8~~36V2D6Jg^!m$ZCEd5P%ZMBtkoJ2Acl}92@m{X za8NCCOx|aW@MAISP}Fq}3jpt3vGzyS%6BOA*zSoYtoe=59gqc;Q7t0u091|8&pAcH za18)tQnoH*!l2KODYEvPaZhv{^Q-pv*FsCJERLj++koVNiBbo57JUj|rgyoK%z&r2lsYCMcxCd2H7l+^$06 z8K4bX0ZagFCa=jFC762yGsCw@$f?WZHGUOOTD0TOSXHielBrgB!8Nsdm#+$nkU6bxxC^*orR{0-@PBSuxpOE#2dAe3cB0@1acN(O z_vQW2iP&hCT6I{&s|53zZIon-RTLLe?>tQ5ZVXzNTQ127f{Ltn$H&HPnUwpt(5av$ zNu_Baln=uZ_QH*)Y-3E*2V9ufORqNRBBIAqRXT0DijZKnZ%7BpxnzHVV5(qQ*+z2M zNukTfSFL0EC-+je)^fPiZH80Ii-LS#q*lWz-kKdocswnf;%*a#wq~lu$|`)0IW}&!5;-(k-&+g=q6QUSyMxZV(3w?#NzHp9-_d)3u;z!qj`YroyO-!5;6#ENot=l)KJ`E!yw$<5ts zg`}I#7n@xBT1QDsEDJ8t1=FFw@Q`dDd;S#bmCrm58MbbtDD~b zP3vTlV6dGXC20bw4sW4#S+V1>?Lzn6Q^Wbp?tDMCJpHS&e{+B@#9NZClEF*juO@iI zVq+zv{+e9;K70YdK*Dx4@{^Rt^R+gpAb{KUtI`R6NEE0sDaZx;Jw5cpE7^SoBQx=0 zePP>5W%XBOJJO8(x$A(sjJ_sjy@V}2N9Nvj_Dhwz&obf2Ov?7y{0^_nP7iT54Lw2( zW4_!Sk+bmCLIEhrB1cvJ@QA(RtOTlZ;zY$sQBL7`CYpBD13Br1`t?Tax_*TgjUCcY z4T>|jdJ#2wfCl0Ei>uq5oN@LkM|!rRENdx7=+9}uk@cF@*^?IbRObEu19LbzmZxZ` zHGjwwCr`<8%cBg*lV+>aE?T^tD;OeNH(t}Pwe&89=Ell!t?h2om6aNikIC2%O!xD* zrj*}GVWuhxw25qY8+Qb!<2_$<4!yeBwhaQjepHk;+qNU#OKl}q-7nC8@9hBp2~Gdo z&j06N`gip|&@}x&7Ft&sf%zXa%}mG0#>ztb z-z)wXhP|QT`Za710Kn$(e_+`E4=euP-ddNQ&RSPo;XghYyxI-pNcu6p-&@$NH(UN| zFkj!CoB!v;^YrJ{=4zYvQz(nAm+jd|Nkz!SNI9v92n7HU000jFfDaEK&-dtFmhX44 z@Audj8zAntVc_5M_|g4|h4<$J%=`8F%$55k75$_|`bPTj^(^^?IQ8{#`wdP04c!mW z2gLjR`p69s&;#7_``tnUD1!h4g#R*Z@zweZ3*GlQYV(VJS37g}EBZ^4^+5Yd3<59( z0tnzP*ykH5wD)`Y`@2jjPVk0nN~eVI<;#%w%P0um=Zka33;m=E_NN+3^mEpEtiui* z00RK)f!7_29^i%dW*_duH!DF+TPxi!FxW4LPgyvnZ*pfQ$uC`e=JZ#_8vt4QNf!Vn z4;SEu!6HAw;yo7^=gZ0kC9Nj`cGJ(4kn9#oJ68unM-%D%cQT zCG_3CHaVp+$t>=ku0t2L)IrcYZK_uegFl+E?mO-5b$t>aQ`H@l^8635D1KRL6*B4v zUc(_x(&?Rb*Ba38OiOdp)O34 zNVv2Ga$KJ6{FM8<75nDVWLV60#4o6=fZTpjI||iUFLC>K)xFzkCh+#aYd&TpO41lE z?>VR2js}V(%2n-SzB0hy-%RqI>zIual+88W&39Lwa^skVxso{5Wi6aFZDCVG61`zc z=Wbvy&{HIuaEAn}^2YH9NRxZoFL4rqVrFXVSQni)% z56mS_c)AP=&*Fv?Hm5^fj(a=zZsG$2oMh^bUy32)u|=i&RPD52fzzCg!8=e^4Am(S zdkVLIcqlKgtOO*ZXnD%hAucF3*kX?4x82a?=ms)Kv9Oq;AlaLnIH{L+y>sm$KI)c= zwn9Xr__;M473J(@?4^Zwis2BA4y20<*Tt|S2yBSjV~?^TY3C%)UJ=I#?oV{&RN`08|gpx8hq6O^5#nxTak(o!a? zMKK>w2FEi~p}etf%rXcKHvhM}eYYhC!IZ?-0h}mYQ+jV6T&FTNX9sXUP(cpWL0TFD zn~WfRWltV2Hc4nOkWs~0iJb?i%r81he1RsCzfwAzSoaXd zI;KqhyK!{DUBRF931}HOyz?~iZ!G;)aXv96x16l7WaFCr1TM)V1!jhvNj(x+q>M|_ z&(;iO+jjnT)RJrAm)kJ^PFQ<%hMB{fKHRKCM?4a+{vL4?daUyz@x<;K*t105IoCjN zO0vsfH>_$3rLI_jErmqJfhp?Ft5nzeTMDZ$O)*ltd_5ISs51yiHHXPb5?A?ACDCs3qLX z@JePs9A_=dvqYYeE?>7fYi9ME*(Xd4$J+M;NrgpPgKYwM6q;ZpNTX3w z)q7ZQQ2`qPIgl!Q*N22*L;Szv;^WJZAk9mO((DTa;W1}Y9uf^^TEZqn-6lk9Hknwp z{O7r`APb}^jP{8IaM!vxaue(67TX$^$aSfbi_p>R%dYv4B>H)Bi(H893Mu(a+kJo4Wm5^WryFQW{o4Edzj>p_2#KGA z<2hBxD2!(tv~(9Wm80LTZQk5>1qx?9-8(1NW;6}i#PpA*bT&NBZs#kCBd*do7MXV{ zh)~F@?`S!Q>U*Xo6D)sH##Ez&RZWgyj6bi_B6S8h2y4VJE0QHFDp;mCW?!%dFVS1X zIzjY~Re~KdcM*cPd<(3Ke1GrAoTo)$>9Llwq^UNh4|F`fxai)mH|);s(&fp>eLrmj9Y3-?wi3xt_3hmfckW@qC9M% z9NR;tc(_0ve_ud&&ydoLNlZ+?D~B4po=j5?xX>B5V(aA!7`014SYtPM)gm6EnM{o8 zd}%w9pSFc7QZG47)8S36Q^Sq#6ZB(~Yw*gm^+U)9n~$ z;^FtWF#cel^Y|C(gStECDh!KOMLhwc?gAdTRVD7dWm+m)&n@`prVHXY7k#$RNRVIx zFYi8XMG7pvj{2e81wQkAa$3TLEzy+pU(bHQ>=wsDV1FiOK9B>4yFH3{b~@oDen6N1 zRM>D4(S#5F4$ppBPP`~Y=(Z-j5yB@`(0m zKd3~i@ihmwR=3B9vNf|uLowD#97z5$yFnS^{@YM}HkaGM6HYQ5O#-F3^Ov?*YPTa4 zlwy;KEy$_=$-c>`Vpw}G&10%rV6ayp)ameT% zi=kjg6i*>BC3p^NNWcv&0@ooqTD8S1Rpfm>xU#ibkTg=4G*&-&=)%>NJ{&Amo6jo4 zE+vxn*)&H2mUuHT$V#2=sxtOV=H1JP&BIXWfced7ZPv4Qz9-DF_XiYzLU1%Eq1Ua8 z4+gP)nU^I-fCVr{HYmO2d$F6bC(#M?MOYxPb(#4|ati^@LgL+f=h^kz1c{_|VhD-n z=;?;%Rl#A93G-Y0>O_XsJ38{tXj)>FJAoCIYjl6TY@LNJdAMtSyC&fwMP^=z^if>Z zR1Ggla@OM2!uK>lvMU7~;|jT~4gq`M#)pq4ekt{Ej_Nc~3!TLk5e+}r;cGNx920jm z`TnCqaC+h&J_dp0_t(GM=;YH?>S40`edxNFY*_o*2+!PxB7!}Rrik2lSAKSudMN0i z6CJyYh%6DrTWHYg??%q{=#jb!i0-Mmw^X&Pbo%y@EE(E$yUCAF-1whoHM zo2LK|oi0_^BLV>trEq1=4Ts$bTeAvx=%pEEWdou$)!PM1i+S(VMgka$!9>_Fi96~M zDr~eV6O;!lTnpSdv^KL(6x<0#`>%y!l#g~dM=#uH=qxl54VfNKeAI=8tj2S6nA;#N zS)^}-N{cuH7h%-=NH@my#IUV zrWtarmJlf`-Rt}Z4;#l&v^TV{nb*Cc3r2Ks3O9_YV zIrz+vVMcNT+R+H9ZkeEOnmVv1uqroC|6Y+7i+3TG;%pv}@gkO>6sExL;JL^rn~A4F zoF{JgB84Rx-`H4P#l`pYad!nUT#N6cX@AJ;g^+l{5V*)i?J_W{?f46FI=J%QGzNu( zfHzswAPa@Rirlm2xg^I-uGHtKV_9XEG!MO?9Ytls(NiRGj>j19f;FZrCY=$;&^#}n zT8o?OF9F2}fk=yXDb$rjsZ*iSI*5*)v;!Xn5fA&)&WItXf3kleuiphQ$r9MM4`D|_ z%X;%o7*Me{LUdBVuKy}zk9zKBeW>p^9$u5l(|zdvY4is|R*1HJ7%+ZQ`QsqNh#LLJ zh_}~n`cq`WNGfX=-5GIR;UM(UL`SoX;lk1}bfFH;xM!5s79^(NF>29(0*diTrWv2e zbwYPS@2exgqtqze_zA6sCzwTy^$xqcnDLx?(hh@ZF9O$oBp9VE*$v22P6q8UWK#5LEqVR6kW zyUM9G{tSK%&JRBvdDe&W;5tJQW98H9X6+p25MzMc-43&YPNRcN6QVC6bIkUB8ay{T zSbw9U6nv(?3*&Y3bjir2IrskYR{K6{^#1fzidj#^Q)GL)f|i0jxBi%pgsKVd>eSSJ zRa2B$64@qYjs~Nl@~b0LgsaD8uKI9ics8pf-DCEo(77sOk5*lRTc76e;g0~8a1T*< zg(p?Ic97MLlcy=Ah7A(Q&K0Duny?Bc76ksKh3nc>hK;rF8~}Nb9_UI>e-vzLK|n(J zlQJ(tqlhInYP6Z#Sz>cV9*m_D#C|R-g;uPy_O7FBDCMn-N=8GJcI?2HQ24T?mq-f0 zGvYS&*ohIBHG4}?wMqq-q^$sc-J#2Xe&{6z*o61#A7-k=r6;wknPwX|^c~2xy*YCe zpFv)fH?3L@N+dqAb=bmI`*UwIv-Cvq8;qGSJ2bx`a_r^A%$#MfHoFSl@RnU!48bBW zjgxVSYagKdUMfM2U+ElZBi4b)`h9zN2&Q!+U)YL(?lO9`!9J2CpoC(d>1}fAmMfhfZMj!k}5%Lmex|Op=JA+V%9n#%Sp_L67us zEsuer008C>I`7oVks*N`aPX?0|6JO(M_*chg*~ZO?z1K!e_n}40xqti=P^otB(+8? z(NIH&@2%aOUy8$*K(;y}M|Adue9wE6vmunx3vKAXPA=KPo7$kGz@pc}1gmY~BX+^> z`0@(NzZSCKTi)Ql(V8q*^Ry6iIN4t547lCU+7`S!RH9e6qN&DON zx>)J`1H7)uU9nZC5ZL2g+2z<`=ThH zpf@e)@d*TMdiyw!4JqdCq|b%o2(G>*5lM0_wnwV2%b@|O;<(vlb<91V7{y>=+_+C> z&94<#&Iwx$m(Qc+3L`;*zkWscs`a?-XeoWPe?}&OzG-l-8G--eq~VnJcfInwuCNyy z+dn|c#5tEq-;ql6(%w2h8t4-_02sRiwxjp3x~>Fr_Fw#~InE$Wh92^X6zsx7+L z16#n$1jBg2ZRv!8F{Eh+Zz0qI@M!>9_6a{Q6yN7f9Ih#)(Pxe&h&sBi>aNgv#mZpj zr%Da=KpZ8z<;;CIHCmnB_@)9-`F#yfd_{CxNvs89bfIhu{r`qs22sD1OQFr4N4FMifX1572;d(9NydiIQoX&4dv%_TZyA4PnsT zo0^wCcP~=VGY3)G+IU!!BC$R~)|8%(Q>~>&VLF@Jj;XPAW&oLznd}j#Z?YX;XfMhB zgurm^_aN0}P*TP8x3F36{o(ctpl19EHv26}iv28(mArD%~{eIl!4f+50Oykg4lY&(Riv-=o|dowFqrY5fE;5beLJPesq zN!~f&Y2>gaGnTd^LgpPddf;!N%KX3jS+$^P32lkL%vNA;5Nt)xJ;So=*R$K_C8?|f z|7D>T$l>5uh9>7nR7`%KuD6A0KiWNIo~Er>tpo+p`*c>m5RxzDa#|f(3N^o2#2fw; zTcd&h@5*B8`OQP-O-7Lva_EPU*kgR#-*{O4P9PWRt)wT)s(}&h2ST-2b*F{R@fK^Q zl#Z4c&%q=&Gi^cQjqQ;q?ZiY-^yebP>@U(SMo*2S#n+!OkXz9uL?M3Aj4d1D9Qm&+ zN0FB*JMOZql{ZwI8Oegxjq&w2Crlf187nKZ5bKti<0Ok-2*~Xa48TVK$n;sN+p@=G31>K{S>^MA8C+yQl~t+h z_fJ(+w?DXbO;A>f0s_k|;!SuJjonT$HAhG9`J&Z~=vG)wLqj~s6{zyH_w40&f1pwH%;rPdC(4;i_=71v%13d$-iQs-O zTr`_>L8b-rJdi9sp>r>*>6bGw`oAK!)^hF z(L@BZMX_QPA;)N^aq`Q^vkoSI3=(kz8O#oMt3@jK`EUbQeppwHVQLK_PJU+zTJW!Wl>pq}r}EqSx*5 zFFi$gegifQrdsutL1g44%jc=L941}{?rE%Q%ymA+e#WxehowDah`CtovSJ{92lyg?a=&AE6nq#c4@6$6Z)y@gRS8wm5c@?-hk&fL|2m* zO(2UptzCGUh-M*xr)xeZ8VEq=IWSfqgajoms7~VEHL4G+q(W*EyBWNq!tN?EvLS ziQkPB-3&HQ(RRLj`~|(PE#?cX(l@U11e#D3Y2fI4ut0U6bPefup0^`*liOCg9u0EZ zaCRznO&B{Mq3Cw0yH9;+I&q@9Ry1icE4T6DFk9lvuj%oXff=ka!U?2~q_%3UgACe! zr2O6l1{J%;C*+GAQC|$+_u-;%mQx4xl;w$FidipDd~K7Li6vyh#BK7}s2bOIMN>$t zAd+ggUpzOI(rXD))gJ&02(#xDZ!Ujq*t*(TKq54gMGy|V6Fn_W6T$zs;>XHsOYR6x z_J5_m8JDt=48agFh|lv()DliXER5ZSjjPn-lgvLc?^pIAtd$+eDG8j)|EnV#0wue&^_Cy>r!W#GtkMKZQz z2L362NQRjiw5lSI6KoN;1BvmbpDpmqC?KR;m`1hJDG$w$Zq&zSN{gZvtNhbHo450G zsfC4&z0LHXMIXgu5xiWG|UmE`(*XCuD9r|^10DjF>PZD~r8SEWG^ zm}b7iErb1U&(fiJ6N@sR|Drm^1TQjf2X4O0W7F1`A-vm-z zqdJOz{{GNaDP7~zBQF-Pl01dSlC#GY&c-7;6Jd%Lln#_uI$yq+gm@BZQuMqt=e*8) z!pTKq+~&amC{*S=uFS?U$tTOR8f3lBt+VSJiAKIAoe9%ug=hDbbh2wNy|EL?0bD^j zol}8&QMSNO$5{#ge(2gLTz&Rrl8X-}ak%l=YEIex$7Z2O#5e>L>X03ID)H1?O4t3T6XbTIcU%;f zP{x%*x{IOqCx6P^sUX?1+FZ+C0Kw1y&(>R>E8_#g{!C21*Y|f?6nU84rAY}0e9*7e zB=rO9AkS*z+Z-ni=cnmrdi~vJU^fI(IBvp~p;}=cti4l*(lXlkUk0OH=8AiOmiHQA zi0aON#5>eo`HXn7DE>WuqLo4yrYv@(**C$NuS zX!1mO0-MUJo-%D2%B8Pg?*|5syS(CZDZwLD)kM0fmlF;MdoBKOfda_{^Z0EW6Fj{c z%4WPRC8LgMRk+;=2CW*|4x>SG|2;O3(r*vffjqi3GDbKqmmuiZ2YV@~ajSCDfA^$Q zHRHs^KOl3lG(3^o)uD&~QO9dZlhd;u%ag-u&c{YhI`&9-1?l59OR06e40fg(c6G>g z08Z1y{9LpU&u=8M%+TNcVeDM@eW6$z8y?=W@ZD;yCTZO4W)JJKravA9S>F&r4FwBU z!W=(z$9GJmSn6sr%4?^c1LqO47N7h~-W&lIfa1CbV+typ3RA}Yn3bd=pCloz9%<|t zF#ch%o$7zWvolKQP@$-k9?V`VX zIZ8bP1U8Wd$%8mXcGAm^k_jKciS~&ID<&85ZpEC4PZtmcH%kjVla8gbU!=zUnjtUZ z`N_u}X!szMM!(ovZdHf|_fT(OKUVb-cU(MzO!t?>EilI(jZ!ILVVTQ8v;4rj3Q$JpZG{UcQuI>_iciK-nyhu1gbpGwm*3RCP=a+~(F-Va`-2I624x%q; zJ!@`b(!g_6{S?(8e$B+|tYDszhy6o%N{yrA#AL1|@T>G#3O-ri_f3A<3fk=DUa*D- z_?F&;63c!#&EgmtzlE!E2Kau67(5(UtC{NV0;B_TH}%K!;}+v60M z{JOt|_q_}U6|ueq%!~eZn=eLoac0NF-0Ja?z^7WCwxYApTsl#{ z5bPt<04ph3#^#>az_T((xQ8c&DDu7kvp`D%ahZeyIfFDOmaGTbfVJA+ThgTZHx1>A zoD+hLo*+AM#=K`k3O;YyJ_K>tE8E-bU)qP_*aeQB6oQPAo9VJEcuLbgU%^k*w*{9i ztC)sRUKfD>iYWid*NQU5)oyOMOSu?223LOVF16k3Z~_->put~xl7}z?Z(>`tZzf$p z3t!>(G+Wt-V_2q;m3xJyyLOZ;G=@prs;#AoWO3ZTDj*AO6;u#&d&piCWcwqM))DLNE}|I-oAiew zRRM7j)kaFHOv{zJGrl%8~6LX?#7?SDyBIOO? zef4dcRPILLe^b#l5=D4}y5{ z1T940Nc5O;j2UK=@PuoUz(g3hea;{Gz1dmjqtSNFy$w_oCuiHj5-}C}>ty3IC&Z^i z)4$b?NK1F@p=C6~1{$8%hmOClp*@TnpKRD|V1hSI&8ah*MckSpUpJ-GI7aeg`=)h> z(dmwp)<0%p7kqzG=d<*u#NaP>f5mnB&8pIlI-jt$Jo5tX?6RZ<bdlv3ds2sHfU=~fY%+DR?u#&?Psg7xi4iLMU;fBkquV*fc>#a?-E!;7 zsyr(f3w>-m5ck#N17~(OSA=O8G4!4k9)BvVW&Q1;7rrCio-LjQxGU*;s>=x`L?+`h z6=2BXS!WPZ_t4^he{^*SQNVkzN!k5F&V=1UXtFP-oe}Q<@KT7p70;2rJ;}(r$Cq05 zq#|Y~b;>2*c%Qloq~A}r`q|w$B&v1qNcIi-oslh$n7r@o#8b{4ot4`bzOZ(dD8#*} zsc?I+3h*e;Dq8J1Q!6IxRZ6V#U_7F5b9BFMrIQDmVHxO0pg}YG$$bW7*ZEVhF*>~P z@d1uKop?pBp2tM*RzJ>jCYpvMb%2%kvXs5+vdk61pQC5x28TDppWr>?-1y;}z@1BT zrCB28>K?U+R*l`l+G+9$mzfzWl`a7&s;sU6^mk+=Q-Eg#Pg9KD#d(-sWV|R^#NpF< zhBA9&Rm`dI_jy;cWz=^y>bCUU2%43BD`WZk<7$)&@gU)|ti&scZ)vDsrHsjKT!0i9txjP@ z0^{ts7Oe&ugZoPJ7&M@(MDRR3uULGKBy6m4T~QWGZ0osS%T*-2wo;VC@DOW4Wgnt& ziXqfKR}aOqMgK*xgN`J5FV`~P`g&&?eBJ2Xg*iM~PE%U*oD82gKCG7`-AC$sp=rD4 zb4@Utl9azuChPxEh;fI+KPhS@DF?*6GCCjoUjRu!w!ih^T#IKm2hP0OVKuu^^AF_` zV%X<(y?Tw%r54r9kpT+Rqv%?aQ>;9=o|+S1w}!AkEEF2@!ZIhw@JscTdyy?HiA`Lq z7Pg;KnmQ>lm^=h+aO+s{oxYMeGb8h?er!eo2f1I2@npyhja*|{Qp=HXWlNQYWi^==;qlK*l_&~Q~Jv`2vi$lA0@1w*s;a>U+sGM!_dCIV+f{wCR(Tyqb@x^?*QZP?O9+z;5E zV-2ijH>tg)Rb*8$pv9Vr2TaP+WibR*^3Ih|yvqKfsXyHz&Y*%gFP#P1S#$r57)_08 z!fN_Eyncp~5BbR3D`q%F&tND_%k+f}IO4@^5-H;*KJp2COu7Crf4jMt_(MX8(+L%k zIXYe7wIbi&s9jm95tT~hoH^a=F#wsEw&w*lKnRnb+WoH%J6e$zpJk;-%?+5hOV$N@ zRl$}YV+Ac41`%8De4g<^j2^6v*k$LD4x7UXd{tT#NNWH1_)`Ct!9%_99n-MzlckH> zh-|O-cihUiPE^YK&`uEds1D{Yc8u8gwKkb>4|JtO$yYO7mfu(gRVc;}9%15As1D0|7oj&f=#!3?+8G`s1cq)?cwCu$u;T0qnlcrJf2ZrpM%(&}ryw5opi(9J!HU5f**kP^ z{Ll-w1-GxTUpuMKa8%NYMee)6@R=s|a$X^V2WJT6RmByKHPKNDVt6>lV5kuq1AB4y ze7D4aJpjw3+AlTb8kS)`mU2li8X_-~nqS}h_SP>n^@f);a8-z=TsJB{L1!)vENyK7 z8^qzeDaV@k!!S7Qz+ezzqJ-U#qD=nV`bpGNo46?}w78g3`>t3VJOQVDHiS{*(8u!1 zVYfaCtCylxwqJH*5wEZgBrH-a8Z~|83Ts0Tk5A+skm}t)XS*wM@{tQ7Ia}-pWpH%2 z|CgedCnxhai~cBN0B(SAfDE@)FUzH#d?67lEAkb5=$S#CwAb*>u{5w}9J7ZR8Y7DS zFvQ6O`5(Ct;?LVs8V)SSCk|%MtLN#c(}_sYX?}q`nq(u)sRqt60*^tE&skv+DSnoc zzrQ=UzA$38q-XFxaU2Lz^xZ+MlDYlG>`&3N2S;xu)%6Edq(UV%`lFWx=%8kHv?73e zueBcEAV3GN`8dJ+fobK$@>p=O9_!ets29F%Mz1eNDC#Yzp+uovYc^?yXfDQxTO71o zkuBT1E?)tR+xb7%5W`~ZZ-vPL1c<=6zeG1YILcTLufvtP5=Dk&B*KpxA4@BbJ*e%@ zfD1b|{j5oj&9hvwkwCf5s-=hMtZz;zx!jFX56vvGsVd2^rP)(1b=#XosZ?f;NG2Lv^Ri zb?<)Y47#*r-@o|by16^B_W%pdE2!RC)*ppbXtBG^Tw5Eb$%e}CPEYRga+1mKMvk?c00uuYfJoWQ`Ud3fud;hmpUGS8#12IDhyngiICI=Q(3C%{%Jz z8yoV!&d2+;qQ{Z6PCT{vO=^bx-SM3{4iF@GwAtC6$OFV#G_|afZ1|#4cWD@+ffH7A z60z&Nr2hmAoms!fo8brT;k6fr0Tto@kqpdUvTn9 zVD@9o@7#?w_JPTFLw27NZc`tu`jz`cq&vS0D}Fze-nUxs@5@L&lrhQNu%}CUzssW0 zf#$<-ykt$n=B$zFzL>gePm>TYje^s|#^b~qZ=bnCVI?3MtliZJtD?2c9}7QoWI|hD*%$qY6PSl`W6ycFCEMJ7!wVTxC1)dOFDgY{@@Szpq1KM%AB-MOG zLw7u=h=vv+_ux*bW`Xed_EB&OquCn*^g*t2BI&aD4LBzR?qq{v)Fvo5Pii&S<$id1`h=FvSJ7sX@v})ykWIJ-HHeyaD3&@j zaYM?mGaFR@R9P@Uz=0JXj2Fe4?-OuMFrkR85r{{aUJgQ;oOR{VJBL2iu02kVTay1? zZ`4QH9_?je|BLaiQX4KA+2U0W;#%9#i73Um1c^ck3sq|&l5#&L;Nx6yF#?wjRiy4j z(!^IemeC0=sir5+Od2L>BE_@=-2%m!cr-DtnnVZDe@=j&k7okm8M(1FPUzS^uFctdR3Kyi{JoRmabKVb zFK>MLnoWKxZf|E<^e3;IC0O{}5Z#!hx(5JFX4t+X^(;5LnG7mSp3`D-%z|!n#BWIA zl1{g(@&bDI4jEo8jjCoQBnEQuZS1u)g+-wLd2@ zjFNa+CLfaC^%4E*7k5lK6UHd&vUNyAWyae#@;VMT+n18&+N(l)3UcwU~6y# zh6NX-m*=Z{-niostw^4%)C;2>?4-ugp=`X*-t;TinJu|Kx}rgl;U=xJ?s9gj#>Y}1 zc!6$3=sD*Xn|~~}bv#V!vl=?L?D%dpa8XJOWT}YTVUv>x3kQha+>G^sa=J+|3k|Hy zqLRiqDWr-$vo3tIl~;V5nM*ssO=h1SnBzw**t)g*#if?R89(M*sZdNfKygDW+qtQ0Tsxh4rdJK;kEM)T3$6#=~=6B zEzy3W8WY(cOH`iy+WDc*vt4=E>>Z6|;N6;-J*A0POeobV%Lj1r%_A&0Ah9OM`G^Sh z^|bQ;C4UA|TjqJBA{7$roWn9o^Hjca+6c;`DCF1-L(22UKooXvvnv>s!ZtNyy4mC5 z+>)7H&LrI)w+|%Fc%o&7xQi}3gY}9bnTq_q7mtK+OP4C5_C9}65E(IFr>o4A!@^^U zjUSDYc8nLf6lm8dIr~CDgf$oOvS-d^N?C@*Tt!Prb0rfIDGssz4H^NtmzIP?2%I7o zWnZdA`|YKc%zX6beLH~Yest)KBmiW&b}aDWjuO>|3_adRpD|hj5-4?V#aAfqG{NX}s_zRHw>Ofwm*v5V^7nBB8KNPB3@K>= zjpZgj*GMEXJ;)D%y$&{P0wmb^@BgcuTWo}a~lH3dMWLW%soUVtH^nNx@Hik0%`3& za7m!$mn6#pOMaZV-Y>-VkC!-1kQ>{ITLZogq^1b`%DLQ(PzDkHcyvq5)7s|;d#7}@ zINSSFd5#+{)rH!vZEA;C<8kEd4QjeoIY&5)+k|q6jYF+~u4Xx0 ztx=oPbzq@+qC5zn;EyJ^poIQy{b4Wu#hGH|uJRV`!a32sV6`H|$@SK#f(+i}FBb60 zNBAXoERB#xkn(^{YsSf)sr8(SHKVJH5`uwrFKepBkS)ClNp#W*s3!*GL(8VtPT({k z{lQx@_HVm9OEb4qN*8i_Z*hZ}G;~e85!;|_g$@^0T@M&i#5#~nyOIs0a--EkFus`s z9-MH=8CSm5ffe!LEOGn!UjPDZnst$TBVHC-ws~QxXs7Qc$I6)^%g%&Qo6B|&h{6kd z%Gi!Q=oDw;WOH&rR`ctanX_&t1?U3=I}h>B>Omwx+83F2onvPMCi;kt>8R3U&VkZBqoauevg<_`DvA|!ZEQ}Yu7y#2KRpk-F} zKIBRb+z?>k;%NzZ8{d!=uYAK(u6EF=X{m6ubvzn26n76YQ3y~IEvUDmf~;FpyYdYJ z{u`NJAKnpGqm@TB(o9nN4(VbNMNr>r>DG}`lO$?enBjBo!OHU&?V65(pyF%1uQKE$ zCF0TUxkpyHNG6+1y(Q(VA9<{fqtDyD%cs7I7VV@BjVf4;+JJFsrXT})#0FM6dwnkv zE33dBK0d846?-Wr?o?5Oguk7)@%aA&0at8^E!!%C{!OrXuM z5AqksB5S@<7q_F`cMk`sNZc^pD0FdQfYF=C2k}flG`PvUfY(v8;IH8oG}7XW2;~?J z9OLo0Jb@`VEIV0&UH94aTHZTeS*tpg^~)`4pAj_P2xu)}Cs!g05>NAIWI1vd(hXoj z_kW*;`7+qu>KVGl3HxS4#SPlB$(HC4)_$dp{M|D9y>N0w%Zv>Plvh7NqVXK& zty;KLT_~Wz$fhVDzD#XoK}Eq(3K~Y#0kQh=B4zgz=eHx%r=v_OWFWgQmv1qhTmj-f zNyVn^=quC{`z(-h!ATFXho8@!;r7^zLkL3BE-l{usa~AVCuNSQaKM|Ln=XACuhnBu0GO#nfVr&y~I4O>5V>Fxq3aX8GFP$ffJkQ3= zYexhH(p9MT?Om8V+`p_Wz0;u%pAKw12Y5M`w7d%vK>X4UjiNns>`QPl4&k|IGc}RE zp&xg7LHx1qJv+D-z;Eg~gm!H{)MkqI_C)oR(+#jm3^^(l{!Gw?=(G6Gz`r5rE_(xm zZZvYZo0@n?+dH@!clLo~b*#m5s*Hdkc|_VPo+jA2JLXx{nv0W~Dgj`xlXB$lIc-M% zO2q$udia<>Fx;xD${!C*icrHcN!d(~-`nto7kZQMGbZ%Ho?!fpIM&L7ihMGnU)$lz zA|a~TU1lQENn6o}7r0ne3_Ez=L8>I7a;;PlK&fj<#?xSryu&&wVWN9OW5f@57y92NfqZtg3=|ZW`OHR0A1Ld#g+OYkRdT8krs4e4t4}dl&nu#mA{Qz5 zNw7=7Un}m)bL;RaOlt()$j6=FUridALpqrlFjzCwUARJ+aR3ZSMj)FB6TspxUTh2J zYD_o^hW1dVxVs7pV}2idGDq<`GhsdsR8igUymDMfs*!<3F)LNn?G+nqv1R?B zBwQ@>QsL(Pst1weu{4f*GXD3VixjN!VF>J5u@uShmF^=UVPZ*q0)7hiJ98|TxMtCx z-xj2JEP?8kMz3ztOv1STWbUKDQA|EU_%3Pr*^u<{FaHE;XyuO!dwze9yozqU z<}^OdkiuZ}U_6I@#?K^9(&Z=+kUbV%s=H>NoXsCzlmk{FXskyEXGxbiw+0BdW)KDO?wTQKpEfWGO5T{0GO&hF84?TeyL8HoG7RUS{Nkq&)i`TD z9he1tE`>)}NgE@tDtX4-&^W!zao-qq&P+hWw9#ih97~2*c>INHMcePcgIBV+CUg@~ z>r*gR>My12zcC9(>W}QHoM!8xNC+IhO$nt*7lGWm?7VCP7L#ZZfV|{GyDe;&2T<6i zYgG@|3iYxoRIeV3=dW#TeA_vB&x0ivHpQDIkcs|+~R2>LO+fBVfY)t}C z((vuGYk^-pg#SDboSi>udb`n-YRP&J*t8#BSJAhNW<6G%ib($G$BF>T$OiTsR-$!%#3(sNT8WDH6_j6oO!$Pg(AbH^Iloe< zNOa!0uMSH9Lu3&vr>=__@_SS$>Hznoc=L3>wpKZ$BxT1(AHk@PZk$FGFs>zUmWciM z=FVJ=%r=0qyF!J6(@v-(GAU2JBRzvnD?La&6 z13+e&H|OG^p6ALiYr|3mlkzSg6;QL*TF?8(m*W}(p=95)+jS5dk z3t?S+)-!_xf6}w){|ZMjxXyQF!3ptpgpScpoNkpYkEIBUatL*lGso>0_Y$3IkX9ah zzp91`NrvW7x=Ox_k$04&7$!dHoAoR+@fuB;&HOo5p+Opd8306Y9Y~ehQq!2;;KJ58gk!9BUm$A?jC}PI#E!(on zQPJb4Fz);_8HzmFLW-+wCzSJ_CF={n8P!57WZR}fwtzd38WXi+yuF!pceGuCPz{K0 z{?LKM{W`!`-H~ooFW#b@uqECt>H5CgUbm8Xft&a`Y3nces(f*XRt2$g@Dhax3K=$she}U;S?}b~SC~nyiS}?kr3GiTP;@Huxm=XLh%Prp+N0&x#6u^Q zVC7YH|NH_N;YL4j34`iT}10aA(F2;<9sVVTRm6 z7nB(m_|mD}2>9Ui4ww`*0V=@8G1SjDEB#tBZkUQW2zOd6*7ELDTB)q(+41gki(SRwwT7x-68eiRbYvnVpEJ4L(vano5r0Ny6Yo z>fF^Fa8oW5=_#9H+PHmzX{v;#=I>o6fv2&}D!36UO?w2u>J$xRPdbI_yQybv>Ra6O5O1?y?SI2^MB)!FBF= z=Y#*NaXlex;W>~0W&Qxw&ZHY-ms2YkR(C82KcyRY(Ds zX_)c_j|#k*X4Pyj5SBY8=~!w3OA^}FzkhE3seCA^h|qDS|D_=$!+Ta6(JAdMISG$v zJt_dvWJVlGn+oHp#2OxdDiqZ{ZxJeKCT~0)tCSs%+NbicCkjpZkkLRiB3MUML(i#|*FBL!oNK`lg<5iX z_FZ07^{ftOLD%cB2U-+$uqpNQ?;A2P!hy+LfkC1Us`~lJb5X zwRn_-Q|eaRL4blvK9Mp#LbUro{OFezXk;Vte^s&kRiCPj5W;bN5W{J<=ss6Ixe0A8H-~ zYS|D_lKmys0Xe3#yo_?aYj8a0N<@)FCYJ8@41P!#flmQEQ8zOKRfUUPP7$+huSSpK z{8vy_`!2qgGQhk+Y{l1%?RH}9SQZFi_hszpTsSue$&wiROhVNK9RBGINpX|4`CUPm~(DAj-PvEu)_FU{?Ar$Es3lSEw8IH{jn=v5jKPM;C zpwYHrESYrDd2t=Hgu+;nFM7C!RMhf7p8aP0nEYzjYG4ilbD-fQYkl>!!f$s-4Mk*-5l7MfWuRB90r+h;%T2XT>18>-M{z!!rr;16zEJeQpeBT zVbwkyLtjX%D%?fNh-|y_1KMfyu<(mC0k})NtoCt!Iyy*1p+>VqOeC$rpC!4QI2&!aOMUlG{1n8|vRJ9iQC)HJ?c)kSQ zu~c*83w9Hq!&D%r@fC78)sx|~?JAyKi~jch3&t;PKTxGd$+!c7K)U@_-d;jHD@J80 z7HD(!Y_ayL-emI&!e^q;+Q}gFH&kUhM>Jj}Aro*BD}%K<&tI`?8(vC_sR+;unOEw(oU7x<5$ z;FB^-R#jAAmQdH97G+FdZykE-puesN4gXs^g&gdTetnfvkm|Iy{Lf#Lsay{-W>+!C z8Q%}`?=tz01ee>nUXIX2)pzZqM&e9P)_M$x&*%y$N68rM6DnC0*6bkfD~Q;Qpw*(k zXj5v+_U*p9Dm^k`ZgeDd6HQ=krsf*7zuJB}RuZt=Boq=R^+Bl@w9>RxJDJqJ-f#r< z(IPzCW#D$5L@{tI#S(sy=))wxZO7YxtoV`fIFKGjGmdn=W!F6xzpM&JvGiLtSse=% z#7v%59~l3ZOgD1AJ-{?Ocdu6dzM}{dP&(ht| z>cqx~J+aBk;bc)R{WBm=5>iLy*VSU_aBdy;zxB9{uXG~kfF+w$lXBC#SKzTAmY4`lCZ{Fr6$SdSevSG~Hk3xi37#;{dsb5x;~yk(`=W@d z8-|A7-K=F14*NNNobbj^i>*Sh&s98U*MWZr3@U2v*$a4!!}I<8$s;hQw->b%*}Rhs zR+vqlN7Fj+ODyeuJ6B#k!uQ}=8%h68HcxstRAV2BHvF>>mR0u z>|ivE6!ngmFvI`kl;~!A&Bwy#>w#guLP&=02U%4ur|>A2ViY}i0Ep`*!;buQaAr;< zEkd2+{oX7fgyeAD49Cu8&P3@ALB(b&)-^f%_6})txMwP=|6p$b2G=f-f0JWw+%gmKo&V#d+O_(r??`q%aW<>~j_u_uU`&5X9{XTLL|`Ogs&-sm!_vH*%`frCcj zg=c7L?eu)l`Kix97Z(3aRdLN@vjZK$-X@((?7X^&(WJl#1`W((@*zO7^u&#at+P zO?wyOpOP>v3FY>KU}#n!Oc(wnL*M4=dMN(#4yOe&DEPe}=0tNqUPzAIk(XeRTDrAt zl>hsDWMn~~)>Fo>XKC^Iie_dUstr%PVba$gIuZf2k^s>qSw5t*I<4tR0jaawsd9%I zhw)X=%{l0a#^9@wmV!*8)`p_Bt7Z1Sqd5EX%VA57nvN_0{jO4oa11156%wwpV-e3@ z2DZxq<|L(VF@%Vb9q33$Lavg4hiA`Hm4oz0qj^i?;}NL z^8?Tab!pALFusTxdfAQ%2&fMNeLUZM>u<*~(FF%wlvx5>aM!D^I8)W_^<}3^{{KzD z->hpS6$S4;Mm;=j-_g^L))7?vSekSAKLkn-2RAaSbpVzMlL67&vfGpYJ&=LBl6wM; zz`dE`)OiT37F`L{58DZV9!Hz&@+i?DV>-Vn?(>#n2E0zNH0Z{oXI+Ac6Z3x)T_?0< znmP(keXrYRnU%IUSR2FHgAT@#2Mh>d9~#r6dLkZAVy5jV=grW~(ev`%s|lzaQ>DB^ zgjBNaT%JBXjmO^hl0JUzDtsNIq3kWg&+AhsSdK37SY3H4w!Ojf168iw2P{!GkjcRr z{7Nx3YmPCXjd|rK1Yg5KqV6WAo*;;G_zk)ytwGFrMF0YF_{1!^q0O-#$x0;k1Fx{p zuhRyz*T4ZJebJ%buD60_5@yaevEE97SpGYKq!v{DTD}k|IntU)wt0G%Zc=cCkPFu6 zE|Jrla_$)uHmf}7^`s_4Z^bt|areWr} z$@o9;vcEyW_7C|pbF8vQY4Kd@O8^$j%VzFGrB@{F>^MDBv|f{Kym;JH!XK9VV8Fy+ zClRb<#$)4$W6=62T{_-*-~gVg{r$QK)$!8;izsMSHfyx>y5W2MUlN7wrJ6M-bWa7O zF>DglKiFGeFY&I)X;yhfSP;xv7(|820Gai|kMY?KlUOyEFCd?^N=BWnt$^m?kh9sH z+5$F^8lB@s$-tCJ&;Ig#@nS(PvnExImu!6lP|ktu=126hjRg^9+YO?(TwezKTt0Qt zKvSH5qG!{_o?Nz%;l=`ZYeM+1#<4=pFXg6@-hY$GybKYD(huJdXU9ZhO6hQG+dsFf zI5-Ate_b?^Y%LXqBC|RK$B_-@n;)Ne=Xe8|vOkAT;z2iPnZFT$ZE0lVO!^R+!n*T^b8H{)&Lnl4S88`>T zxu%0T@}bVnUjb6P2H!ZV-hmtmtKWy*!C6x!`hCo?)V7yZQ>1mVV_Xh2 zA2-7V*`1rsK&h7A`>*nzq+PLRPMFKtGozt9v2(h4?vOypfHE%q*Xjc6Z#h z%GU{o*n}}}y~OS!&w{!Av8lR9i9KsN#OBaEaj*GM=-JtAerYiL0B!S zg2v`YK>{#{ObR>f1~99+n!U6$K_uxocVRUwhku`QXowzYw@_7p2qcK1>ngc-z4N!UyA02a6;`B(trXxlu8&$X_%FFOI82JK96V`u>p4fOK%Ialw0be7qr_V z<#WUZ*;PGn-M~>h%}_!uc9fhGJ(^lWciyjUb^ebEYKjUW5(jEj@4?yHr0jum+0`h^sLa(p_vYf;;S+>Tvs>`(tv9Xc4{&UOic7f2 zW3V~X_ni_VfpCai-7Xzm45I~~m)wrn%4WMLxBNDAmMR_0xgRwkCxpTVGL*zhpp&v( z)@)uWG}(#87gY(QcZh)$*WkPP_HHPNzDv*J)!%FfDEr0!l6F!AE6Z$R*oPbstdn++Xne-uv2?`o@V); zlI4GSF*CGOTmxICjTk1VN(MwOjXMiJC5!F}*PCgt--lcRCh8bsI81GABg8?86pnSZ z)H+`1P3;%V!AK`}d1o@k(1D*&pj`46}hght+bwtpkIM#<>%^xmWtv2DbL5F4wi(X!vMtv$}vIF}4rBwCpd zHf;R|(k<}!n5ellgYU9OO2B<_FwTvCtOij=u6+T`2+E8tMkDeaNWgHSocR+mND!$B zD7@Jaw=-vFf>FC0!O4INYsjJjy3N?%vS_l%xW?j;YcTyBvi#Ksy8WR|{!SkU|E8fW z>sWA;U`H9zH4>UjLayoHScoW_@FS0OmxD!dKMR<5%)bXL`t#hzE?Y;h1KxcR8aI|z zD+Z{sQpH$7`asZKc1i&zmj|;^WE`I!KQ|H~VipNqIm!GI-Cx=i!m-&>q;&wg7)&y* zooTS?oi;P+Jor&VHr@pNJWH1rfNEfZwqBlFP(LE2kF&88xrqELVM*1 zDS)Am>Opyqt|+RO!2?|5J<^exg#|g~QRWTlWj1M{Z*sqXP4*rmVmUXrRQ!BLynS_L$n`H)FtNPKvN)ytd?(lENLc+c)vV#*fTohe2N0+I{P zDGUfMx~JHQS;fGcv5Ug!VC=PbLjA@YxYfLBDc{w;H})OHocJCL%ky;HQA>XYD(=7U zUY}e}xsAO~js{$oN@xf-6-K0Z7OyXU6u8)~xdSz%{{79N6i>#x8R5P_fejPzzSAiH z*(}@&L>GpnaaB1k*4wPU`e3#%#5SX&I9D;|q^F*Q8xD#Cg3jK7j`q3#?&(%b6dK_( z@}i3%(TU!|ayQ-UwY;`qB_sGsjRf33J%XP{X8w{JVUEn02#uFmPH-AtGVHg50d#8Q^n7cFsk2_0Mhg2fP_+>^Uz~BeYof*L>0*jyfrmy<>J}%=c7Zq z6WfzCSk6&L7hD`z$92;h+NpT_XFrO5&+k&IZ2?#smiUU;&(+8PHVI)5bmlO>QlSKiwUMY4%Lb>2NJAYit zQI@1sfxQV+fKy0~legTZ^UlN`$YVLj7FIR~!SZQ*gTr8(4?Q*Ip+9e)?K*IPV_6ozD+LWOv&0lC=|qFH5!87xeF@D7sd^8^^MJZ z3iG0DVI+H_+1#iya17}h(0|EOE|ra>*khDPOy8OMfSKhr7aQb@q;&iK88zZtPlL+q zVn@a+07r5$pc$3RJ*zd8glE2exe!UslND)^Un%*>Db zbeL9FuRTzC5=M>qg-x7{CqbC&!g(>WZfM=B?BVw=>h+A9p2RA^f2!b~<$a_%Gde2l zh*hS~0Ls%Sd=&I6^3^XBQ5*LX)XoCJjqSi^C+)heSnM4_kMs#+wEBIIa)&l2#7Ld5 z{-QC(+qg@&jTeZUPZ(Z*%g8UR2xE0c8kXwE&gio0C2h0K<*o5Ls0wKr-@`blg(@IF zidW5bEtdmU1+SImRikp*S@&_**CA^1lZyR$95F`d#8)=H2*g$AlVoz!^8i~(&epH~ zc$QUXMEAVF>y+m8hA^xOtr3^~scnPO&NSc=N`55P1fRlk>#h1R%X0ROhs~rXITWs> z6mUuHq0?l`yOsnuAk&T?y>ND+bm+7FOX6DhwHS202ya&IPX8A9es!Mm{peZpoAvR5 z9D?gUx&XVQu|PcUWp_$5Ka@1ZK3IyXR;<}ZO2VGX1t@r!-E*~9`c|F$YmFI9#*oE= zdku~`T%}NiEsYiny`i~6-EdmaA#e^mz#nibC9ip?GjZ=CO!v7W|I_=0$q?NF7OrYz zzz8-DKU_A$EF6_b8~)aR?dBS0`lx+eAT?my<^6t$yYx@;E!mM9IWWr9KGQaY)OR{C z0P~?JK0QH_;t{%;9N{MYD`vDfq?v}o+BqK7NCLgj713Z@PTuElZf;zBJ!lNiZwJ{Y zvp8}_d6#4BWZ2T}W$Mdn9@SDXV9bsG4}2GVPA<5Z2&A5jt2leK(*h%}bwTLLv=~4G z*s~Do^sJv(K10mesRmX2Tmv;6bB*}SJ@$BJAs*WrA|-SM>#ki~hqt#zKn=9AVX?_^ zBn1*{8FrO@H6m)p!E!{_-r#NDSE8DRk1h3OVn~n(qJw$9?g4rQ&{i)|9-WJ1Huq{_ ziK9{$u{pTpgNT|;w%53}8hbM7{ISH5d}( zlVU`L;F^=w3ql-K96p5!%lUa*aw`y~A+UM<6nrO?aA>o4TqM3P77jr>01vmcu4K7H zBrHQNsVKZ}#+8L+XQA5{bbObS<3R6Z1LP~VD8Zjs`qPzV1Qc39MzW)+h~7;f@+ls6 z<15-9>fVTPealUe@(o#@z6cI|yf$Knam7ylz{D-0q#!TtG}qC*|Ho~p=86y|?wKj}2 zE6RY_UQ9)cD}Fx1=XqJ_`Y1)R>YWSMBvest>Jv6o8FrKH`I&={f@L45{y^mHpxjFQq0%p#C0nz#hwMZHqlCm&zot`*Rk?vQ!&9tK(7@z)eNd`(@KMGe5*#c2lF8rZJOQ z_NVyFoDGWqncj6?FJnUC^9E796Ffa~uF-Vv`Ye0Ya0mvX-Ng#thWP5Xv^Iq!>yy!j(O z4pBx+d{|!Q3^f4BsrE^&!$JEA-^mHO3}^iS&o3K3vF#Zs?;&?E~FD9WKhu9A{sm^@egh#Z7X<0WSA$e-4N=HZ>L@*Z%9qi%pwDU5a%*V5dd zObYt|9FASPCY8wZGerO!dn)4d4RFwhKVT1}u;iR%s8siB5ELB7I|=2q*V9?ZN!N5g zM>VoGkHL!4LXf`k_5gtlo@mK+I#`Iv}>>r z)dr%|K?s(x(bt9$6`-K%0Z?mNedMV~r>`7zjp|Shwv0rzSDJeina>|0f8%dmRauIUQThUy4bI=W;8qd$_ld3oT z;3Kk-upX3gNDUqc_S;V)@LlniZl63x4|0PtcY4j?TRWxu!kLaQKthaer!HcNx;U)+egGFr)xvUC*6v zH4CnVNeOo8#tuR=ue`Ncw$mzns7mc~qbZ6Sa>6B`ts+WT0%U8^$1pwy27S8J!IQj7 zupwykto^ate9J6*#nLguRX7PuP9$s7DoYX}tG8=iUa5SZ)dW`cbq|Z+n@VX@11hFEflkM7; zOX5W=1fY(zox`?hOMq;*b+&EWwr$(CZQHhO+qP}nHtN=Rt@?o1Sor~~myr>3=0#)v zZLgC!=QAWMo1UyNUPiok``AJ8L%7-BfI{a51&sWukn-2C5O)xKI>;s$KSEl**@wQv z^&o?0RAaWj$>bUiar;CtX6{LVEDg04h$$S|wBt?y(^1J!@A>d~d#i{v4UU093y6x| zxEF*+>vh_tAqDt#RCzh$L8)XISX_w}yfT(aRQH@8m{88tSbj@Cyk#iek$FrTinbpqKJzAfJDxU=Hya|^PI(6PzcQ~-N?)$ zltkAu-bXZ1Do!NhK`j>FHvF~1G4~UxWm@I*y5U|j)XcSac~i#9n)DN_U@(3mc<+?E zq(zQuFZS5bbQ7ARx*QlT*(YinozdtxTP2*n27firPj8CMsulp_PUFe!87zMLC38*h( zCU=eU>=6NGh4VjRb%Hgi91E8d&)&?>-kuubdisg63eucol%*EAc8?tK(!56f*A=;q z{b#_D4PQ{|!h6SFOy?GW`$p2x%{SSi{Vka`!R?L$z62!@iRo0>bX|rwGb&t`K3VfB znD3*dmb%wM4`OnLwv4~Xf28SCbj=S`s-$+?7tJ}zvq#K;*gG%J??lRJ`QMI{tq-u`r1aljfOk!ms;;;xxP_x}b4ug-iL@4EhD`aOa(>(I?%a)V-z(fuT|n^`0emFq+1b2BHmQ<8 zg(^B^oT}oC;Uww9 z(FC1`I@M?maN7+MIEFG0L<}@8_peMHt>rqk=1+y4>-3IjLC>!e%gtsjC6~mgSTuC2 zJhoQ!h~vb}Yh=|;gRhJSi-F)3!_I9R^xkuc@5-F*z5`&r{?au7anf(v(!$ zl1DQTJqwkc6NRAR7}i@c0`}E48fWPhU>d4WNK!+ReuyH@h6b~%Htm7T5Gw7^hIM{4 zr`QTp-fDGksA>UDCNDwi(4;(NG*i!&i7CPj`N*F|UaLt+$|;@8Yj56U&bzyBCDNFz zu;P>KN0bgBuf9@j6889Cjn@TNE6$@BW~9BeGp^)JmzR_I2@?eHIWplPEe%!h#P~br z%-xZa8L}2@Rr)Vl{kG{#`6Xj)?;8s}=SA!+(_#QvtPN;0m^v}gi<8?o+<9=kT19gX zG>|3+P^EB8qp^X`EsAE^@|z_gswIPe5z0Y>{Ms^1Btc6j!~NH~QU>K~tEQrxm0lIwzM7ZT)GMiGPuhg-F*mT#d@C29cjN}1mK`prH{Y2=> z&acmv3piK|jN}j|F8oThI!rHd5;JYfQ8{z4_Gdnp(#(fH+`ID-_f2j<^GHASq0Q zu$97sYD{VgfsEq*WxR!RZpJI`W`H<`r@zH`n!@15d|JAfl~X-u00NenkLmkXdZZ?eHO*FWJP ze{_;gFp$}fE4K`l1CvzB>V}uGQUx)LYpJC0{@0>s!9-#7AwLE8O*x`!b1RBP^>#e~ zFUx-s(!8MS(w-}&^1;5o!>hA2AT)koAjOE&;8dPJ0d7D(GY3&B-iULNAg6g$He=M) zm3@=YX)1_$%hpIQxZNDz5v42a$=uto2s!1eR*}*=v z5>oX8!WMY5iI(NxPv8CjrA^J6hR7$m#rlG^aaj<8dzH^LECFJlVR;EZ&sLp#K3d@~YN-xs+0VcsPJnSoa*mVf4&&UgxpnTL*1vy|WG3F&W5xG967#zCC!wR{@#e z0LmnK7Dm=5dp0-vm%?^$DaiiYv^T~SisZdl(NONERvP3pt{GM|>5d8%{r_DT!}7>E zlRWGd>~Rn~Pl5%r`#?i^dAtDp*0&nJLV!uFVYRMe`r%Nx1bW3b%w(11UrC@}&pPf* zrSD+2HLDoqWRu6Za+X_ZEB>KC4UTzTJFvCd*%rWqQ zTrf~RDf9^_Wts9}p-W2>0}ZZaG<-`p=%@dzh9tRa!5T$gr7_q+S=;!*N%nBe@t%9H&_JpbPxq5c1D}JcNQoZT9^`sP3D}L7 z)3=l+XS7kPQ*u9KD!9!WA8-5DjYFvw>ltEO`oZJ8t~zqx`471bHQSR?p1v=1Q?lkr2~Qkuy4ZB#+onaQ6O*1Udup=Yp%_s` z3lLiYu|%n1)CwNfEA7E{;bKqk7)ev)oGvM#sdGEmke3xnAjT@x%1*^mywwb}*jZ7O zJiw=rIlsK>n-C#Fk6^2W|2R`a7_A#4qdikjKNX48Gp{E}|WfDK6_t9fLRNfY#Q8>hldbt<*|C%HxvZy{;Dggk- z|NH)rcl!T_Ns{sZd8hx=NII7aEVW{BWvu_NMe_E)GYjc|9g?o3nd=)*-Fr>FFSkEN zYIRO44k~JEFLhm3Ey>6%@W}A+@QCp6^yKjOe1|_|`+p<&f9QvKd*5X9f1@a2{{HyC zQ-27E^y`1e-hW7&en)>FqJMNlzeuBgPO^WHZ+&;}PvW-@y%@4aenGg~$<~@t0_VNJJN{IyNvq{fRrm@s z#^hvQ*`V>WF$(UJhy6<2Hr3`b;qn5RA=-g%mi{C@3YB=|AB<`xVLuhytP(nqu-gU8 zZ)9_oHXE@mDeNDouMvIs@~jsXSow@DN=ATn3cjd8%c5d^sn3nEG4ORrx7?t;<~^C* zN_s&LRM_~ZtX#Xf1%H*FU=0)EF|Pt?18ne;B8R8dFFs1;;uzwx-ZwM?8bj_M>cjNR zXpESwGkEErf+v5SMN8CD?PoL3Z<*BA;mCC!#^r zl^L3d5{XI}bTE3+k$sY}AlS4couy3n!GO-XHbl94W8JOr?PTq2W8};hJ*84mrk4xO z%&@ZGJw~g1s%>Sb@keH+TQrL}r8_f77tgVg>EyatR!s>%?XSVRk1ue_Z_=OJB~D(s zT4R)vy2>48#Rng6OZ69QF7@DF)8PkL2V~!KNtT6&tvEw8gHzBdr0d+b<&R8&7fM-U z+t~y;h|h57*#5LJ2-|5!)XFwq6HZ{$U*&{iW~)-PnGp)|BH7}!1BrCh@C>YCSsW*% zoGKQJL4q^e)FTr`EH2W@5innWC#!vq3#2iVRUsSOb*eeqJ7MCN^%+lb59D?33-r;( z+PbsxF7Cy+G}k^8#%DeHrQ@aE=j_Zql1DQ@aBSeKtnWcL8A;GK#x}b~ubB&@1 z`~UFJyop20@2%;f`3LO$?Kax4Nm1kkGnz`H?=0MXLP9;j#1$kQq;-_9Ky?GXH7N0P z+=0Y9HA9k`C^5#nZet;M0f|vZGazM&3avxuF9$G^gMwSUsEbFMhCj5sZ z%}G?9idtuwDJdS_WW8<1+`&-_(kVbANkV1V|Hjo}p8pKps+#h;RfL=sRxEwjC?6g5 z;jCwNn^3)ltZ7Wi^TR!~q1>SAAzH7Y}ll(19rVZ|fLempZASE6>u@LwQ<>-&j;xaEkHkMWralm!kFtJE$S2xCq4RKnR3Nb3FEmM{Av23B9yUaibo^Fh7Ml$li9cKkH5bhZ5bQO*|}i zbW%_XiBz*oe#T!+-66{>t1r&l$+RLso|=V`hSc*K^r4GZKt@eNB6Thx&TRnT&fTuJ zOk8<86_#S1g_f^YP+}u%ra40+BMPw`Q5y^j_NzYNZr}rV%UMH=w(w|1ARjiY3%Ju$ zj3#jjA(u@R&g?{cgV`yh!Xc$J$S`xVwcLJ3VYeME3XSVZgok(gh38ka+XU%b^ z5CHshSvJY9J~KLxqm3kz0P~p7JlDH;$OS)}PkN?i8H7rO72l$vMXkU$rAiN$vm%JH z>smoNB<0CrD0xlPDU2u+dQfnaMoQNDj&!d=Z z>Jd*x0f;?1Z@sJGb&um%x8e}}z5`al z#@@|3-paml?JEJ|#r#YcSnIkJ4Yt6by$84#vMK zbW~}rrN_huh?D)jV0ACJ=k8UgTZzN-gM=S}KNwU0-CsQbcBcG-=&U5b2zfo@p4SNVqt!UX01$D^Gp#!^i4vO z;no{b;tqjio?%OiGU^cG`Oqr`jtKAd94pOkbw@&O;=E;7A{ZQ|i@efgHL@MV|1g{n zLG&=8+Q~trjpXU8B3z#p3;e;FRI5q?j2C9!%=E~0Z4DVbiBO6CIA&TCr8qQTIkK~n z?(+qvG68l$3Oo5XvKZLo$m&v-F!~l)`mVl0pzoS5h{olj2JBVLKH=qpi{NhM)@4|y zt3kg!LB;axHffWSpy@Y><%RWB_FFu_h%moU$7wdaH{x4Xz&<0sIqz@<%)ryvh_0z4 zeks8CSW?gl8M4D26J8bC1v(Q<8Uj)KX61$n4~k2jFvKlGsZ9o;M^0Fi%rt{D(oZ4h zxVaBRP+`{hhkdhXYvbY`u*{y(49s}N=Z-eMxakwM@;jZG@Z!<}l!zh`Z5@m<1^r>2 z+(ImvS2OP>940BEKnq*9aiL=l-WZD$5-L&O-xDH!4=puvaU&gB?_WIFUJ3eTyM|6} z39oGPLOD&#)WVa1s6!PFHz}pnBc1YLA3qG{lJmaB4$$J2%!LbtYstv8!r=zX&=Y^r zocm>`ey>kmUQK(|tGFV`Eq{L9X72}_`(R-*Nob*RMb@u-vpu)@D7Ab%euDgxXap05 z@asB{%HQ-wjMz2dTliQlCsW_f(5MrH&LBq(@)ZT@#(hKs5ANpa9A1k5@ek@{;ms5s zMl8`nm_DAS`H!Fms*PEFZs{ATz30mY*jejPRF2?=H zUR_O@&5XUW@~tZG=laGZAmIKVTd*m`Nfn7K}0oal=TKYpe@xm)dWqCwe| zP(2*R#rlf~yaDp-}IY@D*dGUl{_ZZvVOTao~l_NawYoxL4Yp2AE42}ucMvr-L z0vN^=rzj!B5}NX!IM^Hyx@zbVmFm)jYFF|5!m2g>ce~ABy4WP_)OVKcMm)TI2UBhE zxTfDn5_I-WmE+9LJQmH>BKrvgZ5R}Gy1oeJF_b69<}04|khb!>W9dIwWRt?Ok|e51 zbjIVftZ*aC@4Wlo0jBsK_Ja6bLCsV$q*r1L0_EIGeUR7s*JmoIb2dZ|aP>X4)#WaC zGBbksaWN#ZoYb9Z?INA#v}%aU!hJyLx@F@;R{SCL1#=uq^Fm{jGVFc?(nLl<5(|B$E=FALFU|nYwt^Nkd zglWk?WnuF$1BR+j!Gsg4T=x^=eWvKlV9&o`e8uW%FdYjzq2AkqM5;)&KNyN(I=L87 z{zEZrt$UoI)W?iAT__)RN}(Re0Tsxh<|*7rM(VRQoS?3alx?jnB7V+-h1v~{#3gbJ z;w(5umif5FHrl(BoyM?vMkT zwP6$GcCD6m(I4V?d1_z^{eZH}`8Z;X-sN%-p6{*FiL-6&isznw6)3wYBiRrbFy^tE9m>D$#zk zE+3FZHP5blVhr};S|e35l0A%HAmn>YYs39%D=*o{DMoo;m!>U6I_MhuD zq(dYdBkdF+lV)gd!j1KcPDju4>IxiVU<|JL&P53cwWOK(o?3w?Moa4l@AU5TJ%*m=4fAXFzY ztz;L>v@q&%Fu_MDVf%_PSNmTn8JBQTeH^rhOjeS)zQkJfr%GqT?u`p%L)$o09*MRr zn;Gf@7isH8YMe@1frTgQVIaj5T4XF3Zszls6$wurlRyl3iK(XHgrigeR%vfW{ z=I5;GtA<8^QP#jpPqOAA%T}I?B8k?b=;dul+0(uOO1>Wc$meR?J!I4!>TmASM_`v; zLt_*4m$*qmL82`YwePsEth3`9)!+C<~{c%vc*rGt`_K>Xr*x z?h)fRbyyZAN+Zs}Ie1R3g$;1>t3?-gJmXN(L#YGbT}^vt3ZJvAZ1#qGJ>HvZm*P!T z8CwXUNu^mPA61ZipDkat(tB1t4*h`zCkj3*)=a`9Y^8<5gQs|cqB}2j#?;0fvh7 z0_oV5*rb0hR3~tnRQT8?ji{NiIwJXhDS?jS0~)Sns6lCOFn*QVT!NKHqvcJq}|pXw3< z8r}$*6#pI|tC;1kmrmQ;Zu&60+BJ(Gw-Z9OLsVa2ah1dR#JL59Q|_rP{}#*4ePjzX z5%Ai1XoSYl@D{Ly?M~{Ip-r3{n*$&Y9vf0=_b$8WkCL0^xNQHn)ZD|Xd+4G14~+|X z5mE*ZJ_ebbD#=>K-{MH9j>MyS(1lCL>o-6MxLa_a3T!nk9jmeBh_lo=I<;a)zaKFE zwT}CpN~Bz@!}shw+O^oLl)N_N;PmjX(wfU^+Qy)fh|QwzF{etiFouAwH+jfeL$#il zlXmIUh7zt`*#F*kxo4l?iMEMAyrQ;Zsy!gg{>GADSlQvEA~R0Tr8xO5&VwrXrek<@ z*awYxT)?h^MMP#AjrT(m`rYBslK@-PINWNLOd$2KKF8I~3$YRenu>QrVdb3Wzc+0|62}n0vZcERF~`vxO(YMtYmMFHimqo5 zeM+3PuCBjsU6!RDYV2=w7%Tb=Qk$YGXrsJaCr^S>m$WPwms*OR6zrj3$}X^RwAXYZ z=+q2vz>7| z{Bp@1(6E??liN7Fo)E?U(D6M?I<9Qrj57ZWH5WDoY4F%{GstLYUkiQ{4fg%C)uz_ta2ihXFlZGI|M zt8h_+%r7-~ugZBVL-hs#O!VgIq4mg8crnEiF~T^cuS?LkGPxV)v5_SirFqk5yuUK&?z^sVoH~l#8me_D;(H){;h` z=acwAJBt7yFg*-`(i|j9X9>zna4bv|4W4!Qt-i^ZW-9XK1ruoFI{6%Y>an_80p7 zTPD2pP085INWm_sVp;IB-{IiXB5MCo7|yKUkl6U^r22U?AW+gL}_s9L~Km; z&hd#lhCZw(f>r#VpMZtT(^RkiAKU~q{oyb&oX(nJV3*;xY@`y z`_$z(qQHS$y1dpQ!~8w5_2#&%ZLa%SO}&3Y3E~89ZYyp;2EE#uLxMBq-xC-e7&|y& zg53Q!^LqBzhs4_Rqhu0l<~(EoKz!A9yycs}>N8qdCPMe0_;zJ&K~mzbIUrY1f8ywj#YnP#p5ax$Myu_YB3sZQKMZ%0 z*gGISlW%j1f&M>Xl&4fcD>!o%r=9>ZbIPtv;az|T3bGFV}4WlEx zZl$r5KR=P@NuvK&ifT!%R*;QC%^;*sC>3zgJG!4ke|UqS$8w!$;pss{hN!yHgXWqb z_zf&8z}j~|UFf*DvjguK(C&D(WQ2`dBa2kQ{v#OXmi7LFccn-(;+>4pjYSfvomosM z<0y>H@{`E|CkS0T=jZY*7K_{%1re3Fsm$ae;431IApbT|dk_hq|OEnhL%e0wY zzeW$Ll+jnDJS8LSEb>|}Rop5Tj>Xhh!#QQ9fAUiWF3&_>laodp_K9R=sHGZ}z64_C zXeyl5tDI=mVZ2RDrI@&~_Ixa^C?rh8LB=vP*s56OYvj7oj(50r5%f7{)Bm% z>IzA&(+96WRicgA0+=e}zT|>6ya4zehKSmQU2i$`pVGs_+TV% zQ$KnM4n~C{?7dyVac+y>QOF~hX#=R;61J21w8Cpd4_xXgDmGB1kmRn zw$8>`6N0-C2Li)_5Em3yA>4K)H>+8K3Ili%$QvsNd8+B{H)_BbP7sR%x)6Y=4Y0}- zUADqF+v8aJ2 z^S`TCxd*e!DHTOR0h-pQtEn2`^$-9ehFBi95xw`7ctG}Yix&Ki_Fsu}%pf){r&2@c zA_4p_NHj zhK>Bh=S^F0|EU=b4$AoHRtMsBsTN8I&6qZUVa7Z2SFuoM>LxXIT5d^>qu2ZhY93aF zHLSBTOWc9RT3+bT0?+j$?H&rqFi>7kqPhw!v1UW<$GUtF@hHZubcQg!%m zxfb#pZD?n-E~{6qFl()-+_|ZH%-Ig8jFS_mXVTO2bOdx8ijP(Aqt(5`38|09_}sQ; zKF_XxOCp|vPN^2!_w{cg-$+ub&!Xu9HG;mrqea;^lcSGSs8iu zPD;d4T+ihhH%slkp+*+V$R3W>mwIL(G`X8EHK8ma0n!|$$3r2zUN@v424>7wO}#?! z!(GdEG-l;}SLOtd#WgImBOc94)I+|swDLvNF_(JbXNEAhnxXCRFe{uYr16s*wjVVE zIfa|x;@Ea{<_NLB-UP(+r}JEFw9!m1z3zqxRqHy~?Wg zxA(wxwn?81A;!5%)ra3UK+Va7Fu3z zUI zTN=$YJGmt~Z^TnWcF@G@B;k5e`6jEnEY=un`Wzyl)W++x-O1fpV6E1wDpv1=n;s2Q z%{|S2=oNK0U83_e}90zOgohw854|wVDp8&f?{ctC!t5&ug~8M z`60QPC4`|iJ*U18WgE{}qzy&@9%m;BFo|${4=r=hvQ<7T--hn7ig1OvI}MgC_D8i0 zCBq#&T94tjSDy5SNuwh}-5;4)5=bn|&h#lRmvoo|vRAI-0R~ct6@RKDV*AX`CUfX= z91((v*ZsVv0W1n-g6a437#5a8Q*AS=dC-3y6n0*=W9{cb-i9UgPm!D90pJzTmd~+> zn^}whqXoprCf|NSM1I@?KYQX_VU<` z)(00FQasRm`8Ip*5*m6kNfTxvChU@2g^1iHxOnb-n}w+Ksh@@)@A;escfH}J9BS?{ zEzu;6t!o6PIquiqV1kfMR-9aQ&!^3B4b-f%mPsO#1_Hv6Z0W_kHwi=}vb&ovT$3|X z@Cj4g78;UIH&2e;qHfU6(9gSQ$+HK*7=sHB7Hm771Fp?;n)NI5nhDd}N=8X6dI`TN zU&m=X!OD)4@Kny4~AN(A$H*p6ScYyELpuOJex>6B;jv`Z%c;0`4~OL2?QQ; z5PBwg?2cR>Z0uJwJ0}Qnolk4fL8kt5kaIHNZ74b}<4`I=BK+U8+VJ%Z@a1kmZXaQ{ zw_w{6S-kRt2)3-{80I3ZEcrw`IBgn0ET6nmMPK@@aDmn->5ssqGZhRmn;O}$wz{G2oJ7qsX&bGR-{q{+U$)#T8o{s?n%9!XbNw;rp^F;V3wV0l=$pmb1 ztJOD-SqB~^X8Y|Z4MC&00qMK7Hy1XI+rE8fIBLH;Vuc@=OeWL~z+OTh(V*VXPYrx` zaQGEeu$L8d;v2Jc-j&ip1_S(h>ZE_kI}4sXN2U#A zxq#Bi8?T-DON$LU_lOm)mAZUk{h%L+3n@jyys{Z*qn@q2O+8@7Oi(&NSs&Nk%7m#%&+PTy*N-tGrnB^1p4oKA)JU)?Y^=!GwE&(NtB~P!CiDL# zwjDq{gkk!!+z`!wcs06>_>5?jduaiQfb4z$iB}!LJI@{2YfV!G?P9IMxDSzBvCqc- z?cWweileCo_JeaWOB4Zz-r7TODqXd8nazxH+U%5(Mw<<+b=Z~p#4Fvp0w4+uA2hiK53bfJni-d zzXJJuwS&K;jNFd;2jhK_(1*K!zLW+@p*WNbbi|>68D%7!_>f+U(B(c{BINK5&J?j! zA#EgtFwEqzNgF^y7;f$)zh1Wwg?D;0g@7|$)xBL848m{Jji=6odsSANb3$K;|%8bp~qZ$IqKCOaxTy9B8+_~MA zkwj?t0{z88!c`{|s1W|{>;{bmuj}f4b=$}i)+H{jQ7conm5*+D7tf%~-<|b>v|PXgvPVuz7$JO1#>F?5Xbyg{8^e!cf7u!(tqIfL2kU3-mX741Y!cHz9| z{DpW+gKN#1K3IY(ab`QFJ=Iv3A%qJXEmJ$%F%gh*j{u8rl^RK0_(4xHEm? ze{2ek=Vih`E>Wu9+#jBZ=CR!vejMu@%8GwczY(RtFd1My%1_*4uTu+)cdd9siXl4P z?4#xW95$l}qcYTIuE&2Y*b8yx-%Bf`z%4AcC+TgfAhFP^h`0I|>+c%eO}zaYWNkXR zZyM!={%9P@r(g0o`45j23|=(X9Moo!!^fB2Og9W-2-$FLiLvD1u!y7qTL28x{vb}H zQvR`5%{aM3`w6%AI@f^m3rv28eed5pk3G&aukN-Jwc<%GIBGSNCZ%Pcu;TK@K2gp> zSi^9zBcM5NcBlQEi=Q{nSi~$`gq6M4p~J~O`TB}vH?_1fsx2?j^S_BQ9*Cnj%ED+O zm&+M|7u2#Juwpkm1(r;1EbkBwc~`1goE_jji&%y^LDtaVp=$Ivo{pXJf3f%aAOw-qAjN zqmO5s26?$k0Xo5Z>lnWf;oo_YINo3A(_IFet|BwuN!xr-YX|?)mjIj8esO_@D(C3a z^UvWDpS%lj{ilC8dN3s(OOFX|ChVr<_e0W@c5eFX^*cmqp<^l7tPxDEq!DDLL zj8Arqv+E_)1M!_E5LqJ6b@?(tB23EZV0e0_KaSS==P?oH7xidgBwro9R(K1sGFT;u z7oR&lddqU-Cq*G4FfGy-Sp<|0hq%hf^H}u;lS32AL$Ro^6mY1h+EgW4l&sLUcLE}y z>8r!#!hQ5>0sz=mfBv?@co^p>!tISq;|5_>P`LcNW6)@LK?uB^qgb7^m~HI-+k$7N z?&sGy*ZtR1YG+$l*hyi-L%^Mvt(a*V9t`*uqGeRTMtiW$xnwQT(Hk%kL%nEuwO-RD zvJW;fY1kd9!c}21D1n7E+2xGwt8HSCQ}%Hdi|Dm2Xc#KYF4WJLE62p4|2}|K&PNb(KuPC1O1OA|v3SiQ zMg%1{>8=iR2S<&3l&UB3d+u=hLMMaUCB0-#NctedbL{!U#3u>uG&Fe@)o3Z z4x?~Z5d`d#NMq%d`?Mbaqx8g5Zal+TrSV>F5YKL?8GJgJ;-VvC*90~pa;6KX(WRK2 zRm7E}#qE)a7;_EANU7%hCUzH@jHNe3}mFaf|2J`;ZxfiN&^oX;SdkpreGDgmASY^iGWXi+%$ zZ86%+gSPgCmg`JVHtVq{A|mq+E>=fPCMT$A8af+5KmWIYZy8%STL%Uo*_l0?RpippeI(#&pK^F0HPlz z=R%XAmTh})BIxlpbkGe;qgupuO$KazNMejKQ=iuG(cnF)#Ri^s$*6 zxmG5=_^tUr8cO{47M#1(;je>I2s3OWP_9TATF{g0`NX2H)j%Xp3?g)W&g=3mD5yYT zxvvR8rb;=s%a#>M+ENw;k4m%R8@0q+0djnl@Hue0kp{kKZq4$8PXLiO>0hO&sY0d( zWSco5&eJ#px|SiFNo~v)Ijy7c1;zkUBbj7ge9#vntoGK%qIvZxl!PCcEF_Fq0~EKp`fHSzRc+_!7)cyfy%ZM3$0FyV*#~L7 z#NYKtbWF5FHpA@%>H9jZ`-&40W!T{orppp;1bcSS|1i_ai?Z|IzJ3A96Q?)2QTU-} zhwvNi7I374fIt|X5|6C^?NcuB^fJ;XR8K=*$@j8anmpN5O4@l17-s(Q5ag2!gsg#h zqbBxh9Q!uTicK_B^7bZAV|J+Pk^dp<;DqC>e#*kC^1N{{x_0LKG2WCTO1Xhqs%OoQ zn9hKY)cgcJv%S zC{_)LQ+zn*__I&~)f8hB&NT!Mp4VGEAo}so@|V^b+8}dQPBWH_K;C z22*xin>0Zq^pjaXw$mbI!GxnHUB5i#?zL%%?N-+ABF3-*SsC?&9(El1PgqXZ9q+d1y9(5!Ui(xj7B)RPCOJ)8AnWj0esE0f(K|?Rv}aOE(h1p!by@wO#`u zHqMvnbe)Dk^)7xHJcD@|#-$grbQ9F|VV;BfPqhh+#d~G=QtPnp#A$yoF`6_!dtUw5 zzpvc)VH2s+GglH{2fwQ`TYFb?@~kwrJluTp`nSm<%Gf1}yeA|-UoINQag5n2uybI^ zSvUA!zD=OYQ>pd+Kte_ON7@+22I4|(YD*b?j3@f_`yc#UBhZT_Ol}R1iehpbHV|j~ zhy4nCrNm@u^fre5dt~np{grN1X)8(>+eC&_jn@vMtgm+WSs#i*A%|k|)(_d-Izgtk zUz)6IOniHGCe;&P(Ej4F=xRq})I|6>as8UA;}&enZ_1yH5G6mD;HDV(6J(mTsn*hd zuHoaReJsz?Yep@dMqN0F*$OdHOCqeDGU*OK#!df$RiDg?lYoLaom|*qkaU;bk&)t=(bsY>rlPjQPymX$y?#~ z(-QY?b_>xoq_zTSk83pR2n9-I29(7>w0YbWxedQVCC9VQM!93|8sep=rWTB1BfcKn ztMuXF?C6MQDJSQWk!_u3odr%G6rrrwU3TDY-ELyOg0Pz{J1S9@X@sg)Lon$6o}Y6p ziTkkjUIbrhod&%gxyQ%dA2dn3wYs^mh!NhyBx~o%{F#btBe?-+wZZ(IDMueb(u2g8 zUC8{fp!12A$guDEQyt3_LDyqBjp@Bh5!sstV3-KyfuJM<=HmGZa2*iAabh%ppUiPF zA@K19SKrRbyXv&wmeIwKO{+^%a4LFgUd(%a_QHIdQJB82brD>r(PFNi_v*((3Xd+` zx)^ws{unh&wRd$<78Q~9&S~W zxAW5Ebr7EbfXu9o#M#er?G(#%&woMXL?E<$uv?rPh;4%0KJOx!PD0Z_XQJbMV<|HJ zf{-y^t1#LTFQ!vMTXJ;u#mP6ndC*CZt(4kIJnDpHK(*R`^l0eA;CT zDFDo}!aCT$^^yd@UcBjG`&Si%%+((t4n-k;aMhv~LkYB@HFFecrINs&7mI~(egP)W z5L$+B<**B(oG@UVuSJh~GXVDFkc+oJb6(@u?K7i~QQ*-v)t|bjx>`{2=(mQFJdocB zt-(!~;Y<%00T~lut#uaN%^R@j%xO)rXXhRwF4dG$B~7)P&xE=6(#GKhAM&RBSy&B1 zk%T+9qdc_Rk*sN)%_flZ%Vw-N+D#aGy!6-iwTjIGq#D^W+}NLFryWm$Ua_wnZEA}a zR6uk}!W8TM0wR1642Z7VHLSLZ0hWXO3}UtFgM0cM@NTju4HyIaJ+E-)e*io{!@nG; z2^T0~;9XqH88M%Xl@`tru^uWmo*~W+&=ib!UyfJ|SVQ$j@_JN~d)55O#iwSZxq8<_ zHtQUc*D4+Jw-Oo8QNkQUu?6%k&i9)X%Q8~FFej;Y;#A3zE2^$-O`!j{4H3zl|1wjv z^iuc9$5=sXjt)gU4U$AiqWYY7l)A^3ueBaF-+sOHSbP!$p&xU$!n{7lg2aeHK7g_p zs(VsX!Un@1C(6Uhn|etQ8?rG1WB=V+t02BZLFh$n2}R3gjtTEm*D9}5tR#(lUHwyd zHqM3wT!-=?|MT1T)kR*y2p6`Yk#ncg{dZ+0+qm|!mvda}R9GTgc-UJ)2~yoU!{?Kh zs_Uqe4S^w7UBv^QFQdLoWpe1lJ!84$Xj^iSV`%uC$LXh;Z-VWRol12cXPA3j$!~!- zx|RHEEjEcL@_C>c>@ifjUN;Ti^T3u!-^F33iXAA14w^V0T{EI$;4AkOGFKU%rIGgZ zb3IS6hy^Nc`%)kon2bWh+k)xznm9>Uma)GCraAUCqd~h?OOgS7=iR=4va%r}7V*wN zWT-5=)G3!Led7^AU{2~jjt?naThzL9y5Di-db;KA=o}+~7Z|@<7j-0WFjZZ-rHg>2 z0U@w`5ldMVUj5hG;7mv=Rbjg*VVSPD2%Ir{T|3%6OwjcLU?rk?+lu)(LIKO!eSv$z z+Iup>6`!wWz-kfhq-x;23|)!Zkni&nurC@#;BUio@_!9`eA7B#?Cp=4CJDTvXhd=T ztkYhirv(b2+Sz7zIu36aRU#}YL^R(;JxYGu^nhA}H#6{~=SrLVopg4)?s3|2E62(@ z^DT!9SCr?rtjHe+mQF|(Hc)qO9fk)>0axjiv{cxnm`=~Cw`J$R3)83XfJpjI2EO|a zCxUAXCk^dlZg9*K&%B(ys`O~_%<1xVqOsSN>G(YL&cx^?^lB4ZFJYn}vi=Nyovkj2jM&A_E2r z-D~)MUmAEI#6?XJUf~X2dlcg{m@N1QV|3zq(My=VGCa)epiRM34MGdk#8e^2v_|WC zEamKJH;0}(+TLvp^YUpB8e*2^xaTp6bSh6&UXC|Q;^|?ik}(5N6fQ_=w!N%4u>zKg zqQL!o8H}^F0l;kNr?PAgBK0MTyKVz-XR4wmvNB(O8F9w z!5xgLQ3b0M>aVm>{;JA4(gvGE6^Z&zP_teWP}6R*4j1uDzav##b&WSF{fisw{u)SH zLDS9_v3=2dj`x;Eya^{k^slieBn4W9)MS{Im#C}cUFKz#>`ni|H0j;O4|{~}dwNp< z*_SWUToxJ{ghgz|r;4k0vF;z*p8(sflMoK|TbAU=2}x3If)$$!K2O|?1d<)t08)>>H*NglRK1L^WRe49e4_zXV_ou8H)-4@mAWC^XwE@ksnt-F5wk*P~|x^>SqFT z$Hr1Kz7u@|Ii6r(NaJb)71rnwOpg^6v7a#9t zIY~E+$wWT>0qq+w&mR->Nv&|KMw%}|u7a=v?02xIQh3EF5d`vE#9!t0{zS1xYPG(> zj-tMNmF2#&w)_F8VZTQ-62!q)R>rXy<74|9=e@P7l!PhZpxj5urwHirzhlOgsiyuJ6Hm<@p25MUL#2m#pFU|pEl{LqA($S7>68aFb3#_-1;CZyayqr*5m zyJksNz^-?2JFC8O2$ydhLTKE^YQANk*; znel9;gfw_%k6@S0pDv+N-XF4iaUkCsaT*& zcL%~$eNr<9=`pY4uOYra9Yjjob=y6A5t|e;j@pjP&cp6Aud^|seG<5~7R4z&E>B_L zqjyMuJE47W+2|f+8YtVGI76cMTFjzJgqtGK`OIdjwv1!X^_p>K^Zv1n`sKy6UMP0d zzwm2XI3l$94?|-!8o>3%jDUc=YPmhGggW8Pn<)fTEVm8zrtf7Ia2e#C_ecx_I-lNRf@oi>Tf3-qoe%1`*F|M zE+e7qaLYWk3@x^sZK+hRa}^;+g~PYsDxFuCd-A?V?ra*Z%hnkj%~Fdtwqy!ISW z^1l6R6!g`!7ZhjnFu?@h5rP@f&sH;VxO}<)H5v9(8MzKiw-y_I@p@^-X zdX*RO*X=_w^s0d`F<)oHoM}j`qZ@*C^CAzOKaOc#eB=_Un$0Ndsh6Q72D55b{S8wJQb4x?Ra3Dr+}X5dtu0wM>g3L0iJoJTVLuC-7+ar zEFG;#h5OzDO~cf!IueOk@1tN9$r6oB*1NNyygM8tdsq21}*x|ws2rYea7W%%Vg zreCxX{LrBQ^$_xq!lCK>{{S06fD$}GyY5s!m0XB%T2 zZRgi+UzW(68w!E)t&Zmas5=(GG~KG@Zv>))3&7vNd~GLF!k!uJ&P~VEr-P=#5pzQN zBS3vp%ee${L*4MTUa1F$n0Wq9Ey0g(xW1S3cUsEyZ6QvUgCXX|Ll6N&{ z{;7%&fT-o+f$l;`6eH0~!Fu$&Hc|WrZ5MA(N~Y`QM9wlv#x0T_LbCDD$!3j zOXPs!!{GGD@GtizNAE!8FFM?!~0A!5YcF-A&nNshJ-szndb;Jt#AmJ5XB zq7BWxN738sfFVuf$5I0Y$)A8GA^+m(gJO6C_C(9t$>;b3#drbN1zP~lT0=A_C@p*j#=w>Ey${m>n<)E;zk=meu0Wo*>bQ!7H8?s(@FS>9>pWPo#GcO%ZB*U z5rbdLX_)tv#OPT>E|2Cm-JA!p5l0$$npDILLDzea>e)-eu_1s_9{Zk(M*WKMxH?R=P0~ zYQ9Iy7$8k;4%*DM^*$^1?S@I7`!}f*CNzKIg_6svp{%% z`piy!fvZnSfXEYVy9utn-7X`EPkIS&AYu}E4kMo&%j@8RJWCOv#)u7RGzhbhPNNx1 zY$`%07T}zuzhV0wJ`uc*BG;oGZyW>)@_4~dj`l;j`BAYlHWyZO{|}P+2u#paxgn`nP;!T%wlhLNrg$5n-I&xk?Kt?{JkZ!j)2gdbBqG+Wkw-U zos?aTPZPVpHZ^0K9@{-^LfG20Z8~Gx$?ii zj=IufT`#sP9mJJ`)FaaHfa8n{A&4r*fwuH`9zXu1_a_z$RMEDB0+pJNAn%g%n7(7 zjn4S<^G{l=IAl?#oBibQFb70wf!iD`b^6DUp^QkSteEyx4rNW*Ob=uCvd#lAoO9VJ zJ@bZ|Q`r($zPCyX#B%z0u8TA9M5`M<_>y|evDH@7H971*vvRD?}r-Yay{gf&1Y>}dggqx`KCL?!fVpm?Ij2hH=}-~I~jaT(_b!H zv6=W>Q>;YLOJTq8Z|PIp(&*`|1orgwTIL!vvwB7^%ONSR7xtHg`XCg`q|J5m0=%A> zNP)TvgEISi=u~{<{6Y+LCEt#!k2kQab9-~ifn4kM?vUj~4r{sfK1I^4 zil{@Fe{#(oo`xZeF2k4GmPj-)5b0)dpkqz4zjj7zV8!hEb4v0j$FPTB+27&y!!YQ zo;duWAo=(_O?C}td9Ng9wgQu1z7BP=RU)V5-d{gFsb1*#O$3bv(-2cOv$onA1Xa`G z!nppOlw1gUQfPBQK$_&;#fZoK|DQ5CS2l=C-)!dx@R--Z!!*6|uZt;Ff<9 z`kOp4vKt^!S{|x4@*%8K^;kaI(RW*4YTuyPqSq6D?7INY){rz!Vj)D#f){db)v=HZ zV@Urb_^xg?0v=n9AlwSpDjN?Rm7vE*0O{kGIb9tWwH3ie#%tk5Y6WgW72#kxxF7SS zo;>=4j)PhP6DDI-C0Hi962Yi04%N#~X4%eHDA^{%eG1s z0!7i{4%5xYSa_K=el}CV&t%uIWK$8AN}U!2SsE4vH;4=r(Tw(9*;XdB#MU43)i!y) z{X(B{uurw_^ek|LqVP$hA#ygCNl6G+ikFQmL)U?2Dg{s<3k=Adc*tN6307ofm7k1U zbCNN$pSzM}o`mje#}y(T${MGPF5A_9`%jq0D)KX_)e&2&8#okLBFiD^YSFq`Gh?(T z?KjVGKZqmH^N;kCek)4ze~j3$_b~>K<*D;Ait>U54x{N_$SKYm3PLLT>O8x_J6Jch#l_HVbi;y@)&APYDd(L zqQp{Il;=s@KN96-_Ng4eW>FY`J(PoaHQ$Z*I#)JEse+}pMNQoSbv0Gvb%}P!m~PT? z9#F0` z6NYOLu`bv?1cmJEGtSL@azasc?^NKy_XXTvX#%C5aiLmeAfeVrv6pxD$zzCdUMIIu zzAXwPF{10_7IvMd-%Xd754qm?qP`w?Ilw$~hTObC7z6eMrY*xAuT*fOQUD_XhXvZt57_wflsSTh+Lg17zsc4>L*;O%vYGcfUI7 z{z=PY{XdoHo^2u%mQ;(1k((eaFfU!6GASPs1Hfsnt+HFQZ6eN2)=(2yrz`!Qt@Fjq&TY2CE{lSwpDkYgw=bC(M#* zUBP?A`3%@{jxzD!Yns4|&pWzhU&q#9x5R7x#p#+!R5@&UkbSPp&5TA}ZyG@t*+@Xv zNRv=LX`SK6Eu(!(n|n-$WBz@%O*ILFW+9(Qa0;d;!y>&GyOKMBmBRdJmI6s@=4#9;p7i*Y*Ico}4DI5Rd z$p4Aaum6T~u_ZHN=0HeKSdYLIr@)4X^y$r_?WMibI0C1Qd0@^38!=<{#-DKRh9)4d zf)HLq0`(hu@NUyals<2Hd?pOBzfTtjS;m^Q3(+!rxXP-ozx!fyDF&~YMb65_V7`zE z=%38jL|#01Y!GCM0oal3r5ViD2l@O3T^nofqYDUUNpoHBSbShjlJU1|i7EiP2pJ{* z+>+I9R6%lC#RgZ5q@zXv3&c1xVk3rT5bfS!GgBj!P+ZxxJX}C)q7j5u0>2$gGfY)7 z{Mx8tkG2rltz`O3z$ADhJr@VwKM~E!3SEC~yjO_miSJcXhLrmptT&u9-nwiB0!Y*f zVQ-555$9-`eyUhH!GyKj2rEZ1MZ{sixjj9{Y3B4~U_Q`VUTm}5g79G^<9{a{B>Z19 z$}T}ElNPEy949Q{p7$?Ti-S0^k*K_;nfg%03IzEx(ofY7+Zt7V_={LGLVdq_xg9HP zC;P&&i*e5vjetFA?UPwZ|5Sl`@pPZRPGB5QPjdPH4omOcl^SEr4p&m%7W%O@ttB9E zYl#bE{`qv5!Q(kwG*Fvr<(3A3NaT?1@eD2&Jk7+`RR0?QU?Hq`EX+zRbPGH5wY}Q? zVfmg1nA+n#!YD)D;zBZtO3i3dl;I>o>^y{7PW}m=Q@^xOld2p~SN#U@Id0Ooo?W9Ff_7!!i>6?KlWuyUp1=2Ri`TYMNq?H8^cKf+5HcC$+%`VQE@enAwAP(##MGgBnZ8>TJcP_STIhr) zi%C89WxCUS8mcYRQDj$+BZEm`Dufed%Z^Fp+|`TO-PJPW_*<47hd%!u;LRP6z`2-p zVWQ@;G?z9GrbU*Q2|4xkkpOS=N5@2!kA{&&ONK{A1Joj3c_R_N+06Dxu>CaabeW}K z2oLZ|!r76xZW~015O)S@NV?_1(o_HL{C!GSBzBB%Emp2R&GBClVrpFA{-G+2TKNry z%C=?VK05QRv&Czv!|dnCTV1(!7H7RIs9XPtDB}II9TnTTAqd~$A+VF|Pu4|ftXiRQ(+PEX zdUM0oxqXjzdUV*36VErIcY$J)#!vsyd&bq)X6K1|GP2$+f~u5vlWg}@B~d9A zuJhuj^~9PKbnww&{d{YXjAkT6AMj5AeYjQPj7-8~#hS{xAP&pdH}=zKSyiy*Cf*x# zfH@sFQ;c-5KiKJOmw;Eb?GYKlpeWxll`mX&zB_3t&87TrvoT6#ylvd+CF^l!V606^XlJ6~>jp62gVx(` z6gI~4&p~g*Hp$&yG30$s8ilk$HEUIL63HBRc zMw)FtTcU2@V3`z-V5h?69H)rt2sFIyiD&2_EIEo?9Xun@>bS{%Gy+rFkgiBo(M0u? z>IPKhh_>Clr-E zNSz{7#iycIKAnY5S%3M+ll{r+Hkr&mWXW#Ky^>qclP5ru=7jE<*Mf~p=B4BMC)JcG6?=n}>5&SF3NOT%G3}Go6l?{8~4 zWMg;4%f%C(olS=rA?yQoUEV5oK^_r%^pR(U%TJ>Kd^NhR8=(w*Rl0XCn4bsGJK?&g zqco;1BS~V}h~%}POO=;IQQ7SHCCNRH$Ul!9eo&Td^#9sp3dr`J@z4j;in9}?et8Fy z{5gvPsa{X%Z8?-3lqWe^sQ2V)r-DT(T`Q?DBDbk@LR@FFoceAE8;6UzQBPw|cMJAB z4(`$GXyy2HF3sU0(WI-l6axeKm$r1~JvT3omrdou$GZfW*b`#yaE&@LMb<&^t+mx|0D;6qXoKpn&;nV<3EvJW^M23e^~+UEY3m_`JzRL0gwbdWMIbGgvBc8x0=`v3bIyaI*xY%CdD5e8B#6HGI7gJ&tY;*O=Xzh@5K zjQ!1F=2;G=+{no?m>Q)=R{k(+DEU-`;k$%Pu$+( z8R%qS6}f4}>u|dEf1*!?xS89`zWoX0(Kapi9Q+XXW~3@LlB@|sF_^m?D)5amwN;{@ zQU~e|SEX!^w0ptjM*maMAOvI+ig(`%*=@|;Hl;-GjMM|H!rvR}AW9cm49Xj3ZBy?M z6i%Y@+eT;kDjLr+RD1o-0pj#ru1s{88VSGh?(5C72>5OI+Zd_@LNx}-^JkzcmWUyA z758q`(4D3;-rBa-FfAWuk0PO9!^b#}MeUO0lHteN+$|Oq9ZjFlAV|Hvy;aw+{p2qD zR9Yy1HVyN8-4uYVw8vxXl~hGpmaSF`H$NcMAqn5}RgfCs?HkQk?q2!i1nv`XVc+Oj zF6=pr-7XCNbgZ2O1L3^#(8kty%K&C}%EhAVDdc z^SRqRr5NYR0ugtb46(>WJa|tE=ika3#(_=ke*^D79S|ndQZZS^zORr>`W9W;tS&d%Mtq^sNk#Fbj2mg$nH?ug9%0lLO`0inOh=*0y78dPKA zxi7C#K!z3E-A_eeX<9!ax8?DZdIFbH2{|kqhrheXI_wIjg^4O7y7wV|Si~SCvOS8g zwluu1sRDY7#$!OW&|BrJb}gA5P_O5(DIL&HMLOyImvUN(xx!(FB@Kt`Bc@7X6L2-l zakvitBPkvi@{3gcB;Jxc5f5Y?Ed7dy^GF@8%G7Je0^dmNe4=2>5I4M8vfnNLoYZlbSOGg6qIeY)Wa?~vGO-*w0BWbb!CIoOu+M>pr4sXgy5C|pNb z<7r)pXqNkr-UbQLFMzynzs7j-mk({~OS_-{U3VRl@Sm9UX43uFfPVw2X$W^a@A3K$D{2 zL`nA!r@ZN`O7zhkeU&qQfWZZ+qRbNJp(1(Fzo6h(9jQu=(x3~k0~c==DHZI`n&Zg}Wy3w}PZm8Xzw%)_ z)>*VkJmqM8@BNMx(MKyqS$=`4s`CfJL#GlB<-uI!WZ0`B0NA(e`H7ne z!5ZVB*0RgqSm@xH8}j+ybU))m8U?lTqkO03D@QJBwxnz+@Q%J_!t7U39D-LLQm@3k zeTU+LS;3#%9(`dZmTM(_@m?$Umf;^!=OC)4j$nKHESz_6i zV`5#5st{a)p^1Bl4l3IY^oHP}v|6x})J@kMMO}`dDaPpW5P>JysKe}rE|88VLVhuO zZJUoN)V4}?pFN7W|MWqTsOoMDb$&APB;m2Sb0i@qHwC=9a><2p&OxJaU?g9Y>10@z zw9vJMgMaA7*3QV@S?vg01xg|-wM7bbpVo-MU?0yQeYpLQDzBf7QIi~c`6}v~LZ`Y_ z0D6zHa_#WHxifui@5-b58a=Vb%p=rhVW^9-B0^#XgT7sh%jxqEI@QX1(<#uEMwI&J^1IhVZp>t9a*j1wq5%Yn$`g`KuQk=S6{r$sx_ zyDyy$_!i&56E!o1nJ4W2Cm5d2{f4-BkW`q5&7X(#nZ#hJj+JNhJ&vv0A+0 zecn7+8e4dw?`_Qx!Lc)*k)0SxM(_)dUREMrK6_O&-qCx zwJ-euSb_HdH&$+nL*u3i&)Ri_^S~(OesqK&KnDeT%O1!tHnVC`+MPM1gcpoOYM*r8 z*|QHs`9ohMTqgapG^>fq$1BGH`N|PM(fq9|;m#7g(8GyZO|Vt#rsIV0%*M&JF8@p< za0G#3lS?VsK3)1xXEL&1grMtu^c~^52#*vX;%D${h!#x}^5Q>z{ zR^w0R$~B>CSzFD!)qel8WhO}^^bFvoNyt_Zcc%SOC`}pkZ=fu|G=o_kVv9wy!dOH3 z8|2$9KBzl(w3gS7n_zl=N2*nwG(hx0Nr5+gdR?<3@59(U;_Z>wyOOp4Dcn;-gf1rB zF$_pQ46+|bxqAwS_5Zj3t-$-Lx^bZK!0(NnM=0nQEMI>0&6edb^`d_RfE4u*M$0h9 zJyp6Eh;c~2a;_zVV;H3*YBkAZU93}@q*V&n!mn01uCJ41bIc&(?bQt=w;CBFSckO;|MhSoanz~xi%p+OfKCw~ao6%!+ znMB7pq}V?J4}2c*+NcEGc;u21WolSlwHT4#j=|cT6CX{?VF+Z-R*vjM*tza770CZI z0o1NTP|NS2qtv%My(c(7NCg)!S_fEUJ4Q+U_lY<2M!S-6#DCBKUXK5}KZSa3fbbc= z<(mh}N>YDZX4|ezvx}pb1HTM8jaK(fM5MR4B7>a(B&1eQ{?K*I1GgR3Kaqt7aUym% zl4GLmnlD?Jugvxy&CP37sh=@027XN)%_~uEWDtwYMUL~u(leI~7dv^K5lWxw>;s2J zB0*K^=`wG;ciR0W`n|<}&WEwFivS4q{v9nj4;&gy)nzB03uqmX460k0{SLA&MP;H? zwj#mb0e*nGQ=)U7_C8GON#&XEhcO$U_$*nFpw+CG0QoX|gZFLVYc|h#a8QWi7%L9{ zZWluqA!8`F`4JVxHJbJccOHLDRA6o_>4ssVdEh@s{p!l}!<_x~pkDxS%50}T2;Tv_ zizQq)tVCdl>&e6rV`Y& z(m|0Fsy2|p-zBFkquus@;%I;FPQ;#T+}CUgS!E&}U4?@~TfO56bkExc$i!`|1659f zkd7T(YyE4zl&!^A~O5)+7wh6o#N`vIs$)h17EzGE{V_t=az|S zXi3eGn+3m^!oH>Lq>0j08;WUY)46r|hKDX)0_js_C*dafVimj8-pt)<6-K4+3{GVi z$+KuWqZe9f07!@vMIAy#s?^bUm9hVt$j6*@*20hpZ=!4%6lb^!a4@uT@GJ}M;y#U+ z^6XU7l5%|JFIgt6zpc-l$m9tf=$~a>+$z^dB7B>3a7Q&kqWy5>`c#1;ijYXaz2Xsc z0iNU6m)xf9pG&^x3-oA?yA39sh&$$J8?5bWezh>=mMVanF%$u04Uvds)m_u-G3ZJ6 z9dKl#S+-fT0En(B+(U*Icg-!;G!0(8zrzVFB#efBkvB1ER);n%aeXi!PxrcskC_LvZKLe&<3|#a}AsLw1x&$ZPf)%o0KL94QiHjMiDx+dKSJ$B^4~l} z-I?wyte68-boscH$NZl#M59vZB?TY8@4_guGs+Ej1WWruwK6gsZ?UoR#W*pcbt;i1 zRJOThVK5T;#3SKN`%(r>R&wFJrOrKYHv~pzQ0SIBsxjPrwD|Ucy1v}{WK2s&pp-s) zTmZL@A>H4bnS&RJ>paBjk5?>AF^Z3yW{A}uDIifo{cn#U0!l=cy+}1Zs{K`|@2~Jv zYAgTi!ughm%RmOObGg6+Z+ZO>H{^HS#eI+Sbg-x+ASUlHhHjaAb4Q@%e&QO-mGUDd z{Wtf(q)ML$K;8KUPIWV$4eC|zYq-g061ZIKM^~t|tw2>yiqIz3+AmhjA=cVrP(!?I zaCE_GS7eipPFj)?%7N5)8F$DM>K|G66LH2CPfc)IlbP|+J3sQ_Pvdk%JkiY8@5{jG!pIfE0CSPi3kUW-(jw-!!Qo{T3iw2Wpnu7iRA5FssDvgKgV4+j ze)OZ*bopO_Ra&OicBrg$CV?a_^z-u;suwN28~@c(sp`>48j&ItNAKZqKrB^3qLAPEq-i9MKg71 zH28)`8gHOqEsHHCMAh^fhUKgBH7{3aw7TT^UX(iHWn`9)ie7J*dcMZ4SbcSOtXM+U6@!{DR`EgY%M`W)Y@LBoPxETRO z|9`e*Z^_#>&|Tg_c3A|d-7WPGeZd3B!fC-lx$|S9`)c1YI9{p8Ro}>RCF^TI;PUYS zHbr5v&2}r4X>whN7E0m1S|58&gICQY zbq~69;upMHFxDa0H0oEWSfBf>Dk$-$VKYW*jgu;M{C&sX2>)?_oLcTju+dg;R~!bL z6RkHT)Vcdg`wuD-(X}h*Nl6eM&#-PQQSZKc4DDsw?Z0^iyYZ4NE18mI-h_RGd zu5k)L)xeS5goB>Q8)#~0d8&C=NG zBFk;YBPM3!KSiFPl&~l?`!lW(2)r`!Za)bH?wdj^_ho}h3`?5#vxj+u1xw4qagRwO7+Dyc`kaOg~e#)?dIBBUH$Dks?%ZF|>U- z3wue_MA4|2LE|8Z;gTw~O)WMfeJ5y9a^04K*$}}wvEx@eY+IG z_-l;}dG{IQJ>1qKcjj~l>D||C(r1NzR%g)v1_6P!-}1djKv7*l9L_rd+7i@gc!YHy z8T|$#`(z+gY=AjtO;5OO1#07-xNt0M2&b~rymB{Em|f`d4Q^Yms~_KUL@!LoktTE6 zkcH(X^QSTrz-X5t8M}OMKNfARrp(>Vp57IucfW-yh5k?HWBa<4XoqE8)0Yvq#Zl(k zExnvZbf;>BuarZPikjBBi-`@{wCmS0nW=lzN~`>nbCB8%gi-nx^cM?N2SPbJiFpCZ zwgd)yihL90`Kj|RaNA}Cv=+J%UuFhnE^2{WcnN%lF!KJ5j5&>o7|n|~e4m%hhT7>K zTH3f)c}28@mSmzYK9|1%+1xfa{;5D`Zx<>q+UkuD0n9Crw-d!$E>p$V=Ak0ug}bUi8!=s)dU~psxs&;35^_jQvyA7JBg0*UYgd7gY82IF`CB zVCcSa!mBwbw@oo|E~F;5DRd+R#8b1UXCiAu{5x2jy!g7m{WzguCNSlWK))IK&h0

s?!8*iDH@L=JtGBVYF)2F+;8twwUf*J$iK#OXt)v>R2Q#cVoShIeSo0Ho;if0m-j zTs}TEC`2RQ*IWza=USG3ZBzcm43$qU#j!Cmfg!HFgFRVUeDsRbmye%qm=TM<^PCNM zR;4`CxY_&fIZ$hZ@q0{-mDi~5aNWcig+$YX2){?bJY ztsij(bzjTUg(iRb2h2z9Hqxoo_h3V}9Z;AEdfJ1Sr&Yv|49A|s~O(| zCu&<5lRdaHKa#NVH4D#oiASS;WF|#@X-n&m6#}}w^ke2#)gt67 z%aImx#72TrJXMDy}E)ot}m(DiNYyyq_m!+?-UCi+HI9s9LE5SI+;-(U4IQ7n*YvAEZlsjlbW z$?6*a!{{1`j5GHUk3dFI{%;xTb|VbG_Dx^fQXC~5ql1fnw=lm{fErct`K-+~^5lf= z-VLSw6y7W=W@}xWV|OgIDjnMVOHhvY$MLLj#wr6Lu=w<%u4pwihXcDcx~7bYg;_{M z>~Y{Q5^!n`%JyX@7fwn41)iIHj4Xmv*>(d)Wg2a3m98y9F{$(DTR#Ja&xD8^2@P*Q z!bA@P?vvAk)?!3JXA2g1tzk!SsaM%H)!TH*--i#`pnQj>tHr*X>p@mxus~;QPw>>` z)mbL1af0o|ixovu;tTvsNc77gfUU-l?Dj324^|C|job(3H%$I#Kc=xV48PbMVWeO?_m!6 zqh1G};~%3*&zvnoQo-s*5g~t~(8vZONe5{;w8+S8dqG+u>E4np zmtWY|QW=hLwduy)t#bfp3n#0W$!sYrpn;T3s56j&L5=OT8debOUbJv^ye7S*%2BWH zog4O0#{I3oqTy#!vA$WpY*dLahMceX)x#nbWr*tKJyGxNfWZ;FglC2dz3lCy%-g0H zxB$%;f6kO^bx|*N0F*q`h-|s1YLKxTohKQPB5vtAXMgUuyM@rJfwLdH`F=CB#UNNoejdLiC{Y3 zTW7i2qhi>9$m#a=>E7HVQ>s2DGulFIc`oxyDD7`bQ|?yZL5%WdJn@?*d4vgeM+#c<*aRp(SZjwSt$c zFMyf-`JP5f-ta`;3~%hg`%u-!IEI~*YKeRt7YjY?zP(PP+nX4()G&5L~vP zzlX+c@q-eC*c2eIgsRVbCv_I92VIC#@Bn+2v5gL(=d~HGj+`||F|Ku6#+f5HAGhUt zxIY*pE6IRoDDdcx~H4T2;)#t@m1pzvjm}x zv^W00KvVT#@7)=Pf5#6e9?;MqM@Z<6Z;TO|NFH&`6;@$1b3011!hSMwnE&o5jtNQBNL%KG_lQGI5Pz?MIr&;zk5dl z?5b_qdTVg3kwo-nT?|-p0%0gtZ?Q!|?LK>q{Hcr*YWww#BGlOt*~zta-8Q9pYAtYm zj*&&DiTU}U^%4DnmW{co%O423T^47^3pR*wvAv@;yI>*Ew)cF5PP~vN+1FYTK0wd8 zv35ix$`|&vta{T8UL#O$RH41Gy?@jZ{zg#yuZG32JswzIHrfAs*v@*189X0rDaV<= z4E7|dY+Ic3_+L^k&*ZE4-#lEUN$7Jl$6Gusb#3+MY0l-cbwYGjQnSh4d3e&;Y(D*= zsi#xUixScvJL-rO0^VpA_M3yF-Qn*uy@ zK)5=sYame)?_P_V-)gDZs(-VVW?%Iw3l;6MHmFfOA7)E)4a_g>oo3AhEwBHVzV=$z zGyPl9^Q%Bb>bS!DiTw5QK1h(u^?EJL{(14hF%Mg8%y^5%ZDxAg1nbS%`v_3paA^+@ zyS0Y%_{K6i!`)BJ9~loio(MyxKdd%x8P|#UjJM8;jaPZ+wpyqC`-Xd&F(z=UjCU%t zhi-V;-KO@KfFAwG)RHX^hI0z&!Ynfv({VCP;h>8*xNT&yD+M^8m?0dh@#WtuiP)!< z-Vucw9Soz^_iDP-&fl*luw~&xfx%^OlD4Bvfi}IM>TfP_8JxIwJg+` zF_N7PsdAysg;b24Gmt1ul!eE(ZQHhO+qUg_W81cE+qP}n`v+SaZ`##CN4KgE?iX`p z)I(R(w|4^NAT*ZSuJyirA8})Cl+%99o)TPU;8tp205&XaQH%%>q+Lk8=}>+)EdcRz5Iz>ow4wN7zz&}Dj>oozGuMXQEax3XX1HYp4-eQ{3|Tr8(aj;I$f19 zVbzj1nwukh2sNKpl$tyKNeGs7up%l`olc7b4y5dD+g;y!X9BSZ24;!xQ*+gf*=XEC zKP1iVb8GPc9mM9p8lCm3pVg`aWuVl8B_YDJw0;j~lH<4+)IU@2tu3sK>}5GzB?5%C zE#j~QP8&GJnTFU6`?$}GrReQ^ReL`uzvv@rC@HTfE zfazx6mne+nZk<19$x(9_M1FaZGmkWxd62vMP~TRcUaP}vg##oKaN?N>$_vwuj15E^ zJJZ4I+R?EP4^M8>ou_n?EH-igBh7A$BQ$Rd+Y#j=6fgIU_KYHKA}4ul zJ}w}erZa4_s9UL@H1~NsituVE0CJ9&R8*&DE9>S~>wSp?ZCuN3$qo!^$Z&WQkgce|Q09LUie+Ik>eayc4Yoh+IAG-+nLz3d2$6Qp zx6rcxBFONEct84i{k7M~%+LHHgE`VQ4c>*1r{nO#r`B*R-9YYI`nb5i+k+8?s#J3< zm)n1~4ugse5ZG$ut?qxe62ZoN_C5u870p%)93obZMAR$~Y&e4_ht3phMi!zKY0JuQ zBAsCiTn-se1`2(IN7z-=CI(`qR= z2w{9zVjnZQ@Y!5fBw4Bq#3|Io!ZuEfu?#vnN3vuhDXeXvs1|4=uJZq=^l0fDe2g?& z4L6oNoM!EQprDd7NQo*R83rQU1|1UxT~OW3S{dyt(o0FI-gbwQc6_p!kzxja+wGk zp!?sZlW!et_H!nnhzyna`G{=~8C6OD>2uWm!F{Lk&bjw4j$tW^DS{r5awC@5tyNR< z3t7RtFlmGa*q~jtqaQc|K+b8LAix`&)Ls#BZDg=srfiY~!0VzKGd#BDtMO?qk>=Tf zqTlo<=~<>hSV*%=S3W(!xhpUNe=0xw#}KQJgj`YdLK_TFk3>LWRn8fLW`o zmmmEdiR>*wSrXSa0Z^*j*ERd)J496hl?0karSncT>cyyLfiSaW|Iavp`c<;V%=>O-jx%0`o5@9uYAC7x=5An^rb{ z{^8mtXUUvp^nyVWL%f*XQ3?nEFB!9|+h}uUrnA7(Uw*88f?aBC;&zOiVG>_HPWKH~ zMid!f(_iF=>9Y;0gt5-X`$S5RO6L?WDJYXTT$%qF0`sw&-K-8j*~}d@K*SSK%L9#NqKWKI67vJarQ{6xqq~wH`p$+#|mu!)Vt}Ei)n!L(LqyjXRBsul-|liL*y)|W`KDmZ9^NeBLLT>fV}6$OnV+T z+kjUbA``pdbL)OhJj||lC}PnDEYW=x=_3WQEqmZkV1Y!eGMLh=j zXE79#I@uG4djt-rZ4u(>)7X7&-8(QtNOpF=JKENy@5e8Z$j8_ z)b8Cn)deIT-4#b%{Gai?Hmzw+;$6hGd_4vuV=LDpNY~6wfZn^(Sy0X2dXn`H*b)&X zn{bVi*9X{XMczgg>E^u{`L1z)Sb?gj?YB;^e~*rAdX|ST!bFCLMi1qiBCp#gGtBoZ zCs1#e`zecw$vp4?-MCE^lp}l#ee&l9|MocOH{w`UqBITYsN%w92kFnP;+X`luCsPS zqhGBGF07|xwL|6mW0@^WN3nPZG&W04^Rgr6tw2lrd8Xqr+~<8;t`0OpB~JtzDz%*L zou!=8cZ=WYTI@MkZmFyz-F%$jU^gIbd;m1&`HtPzm+OxI&xQN_K{xxE~hpyI16Gnw3B=;Lorn4e$T*y-jh$OOLF9h*j z#*`m%MgDj(89EGL05LkD=R9t!g2iUp>oyFe8|53Hi?fV0D^;}FAHi*@OC`9)=2tEh zx%XuShtxv>MZH|AuWJ$_5CE}8+GKVrf!yD{nuD(L=z33fn>i(`> zu<}stmG?_&FR|XCs9WR!?qI->6Exj*H2hS1*v1i-Jqb+C3XApxtAm$lj0b@(0C~{9 zhPwzYxlyG6g^z=Ey{)Ij$E;)>Td*2z+FUOi&qv7dB&c%*92$D%M`4!W%1q);#_Yyz zY$|oH6c}_G;b_iUxYub_tPi^NqgTX|Bp+y&><@XU$SScwo^;WB^>&)sC7&Q!Yw4Eh z*m^aDk|9@vyG1aCUGriZN-k9ifxcHP^cMPmMmaZke92gCUz*66GslR#Y8&X}J%l=^}=f0nKhO&=qg#d|s-&$51VD zpPhspsZ<=TStfEOTUG`P&`s?dIFQ9!hf5NrtEL)C)nqRdwu?IRyg+6s^92G#B56Gi z7ybJx=@Dxj1PNC0R$Br#|FI`{7i*>L2+}|CV7}*6fp+*PDgA!Cuhb++(Uwy5rGy#1 z6;5EfdUd$^AlB%Wqv@cloMBq%PFy_ASC+6UR!&pYFp6h~o zfE|^`__fn_BVvNy)42hdt)DtnU7;p7lRR?pk1=JcihZHEFv^^30xyxcZx_|pkuAaA z8WHc|p*1KX!M)g?cHdX`ij4~Re5}ZbXY<(?-pBIss^}}Ds3|vLrmF5M4B~nj_2ZuK*(D%*G~S4bU+StSPRv76sCNNg&Goq~;o7cA!n4ls%}y$* zr56T*u7l%H2cIbXE~;v75-r>&d%_pQ=-uZBZvJRL-_%p7$x{De{ar(q?`>rIq}O$% z)Q~68!xLW=*#Jobl|}ke(cfN&`$z$b@yppd0*U8EI+oFm20xBu6tAWt+-cpk{Rv&N zRB&2{d+8@y&m9HEq0jb$F3Yyd{kL*82`>)tu$o`9byPYMH1!PF9)xNqQ_s0U7A|~i z8;F_UR?~;RS#6(fyJzaB@L*2xW<43Ej>m$ls%~}+n(pg*OXXwXB<(^#Zc|vMHpfTF z!^XO&ZiP}SB3Bm7gxf9`v`eM5G=Yj97o>%OD+}2uF#o6y{8l@0IkT5R;CBE`ZL0GL zAaj(!#_7pLUw)`m;I!FUj#3#z>4z^RB)ALyA#JZyIb4rQ)6c=#RqJb=L5f*q8z#KSjt*| zd9Zmv8RPu76=y%Gn4s=9!AB#&>6~Wud{6UyEi3VH;~~caC3|XHKUAoHtq8_@dON;NfuH-kM{LL|AG_m(fbuA$1)Oh~BkZRs1JGj?!QN z+F$VdO9uQ}o2GjXv8sqIJ3~qN9qCJOO`9cC?yeaI5T!mqox<)Y;^;D+j7RC1_+i=@ zWq?FmQ(RTPntMqp?01hDkjexogta#DNdJ7C_)8xStN+AW# z=|tS}V>I}ROW$+AU)b07Ty_)B5@7s?Lo6!mGKiy+MeC94D+}&bt)%^f3!z8k_g*uq zKkOU}te6)vNlP=KDpY#fWe*#N&0#RPu-5CYff8=tr4tl)LSpLO9aay?D{@SB+)scvj5WDx5)ZoxF6^u~&W71Z z{Nm|;6#ehlVny|>1O-HGP1;2&j2FdY?dE7$yi61gD9SlmT{o4ZMqJyxe_zqC0)d_Q z$NxYg^ZpsC>YE3CYrX&b2wqX`$&2My-#(o2Jsxj>h8 z_g@r6w$e_nJ31w~98KwLm?A^OER(-o&mxe9>3rd?iwVmOvDZo7Ok=!#VZ3Z0PkHSD zh)fd53!5hqLgy}}h;(bx6juFQkdGh!ci{N(B+YYCe$K?Wp5i$ZfvT=#yHJzX?0BTLEpAyd3NpEGz3YCe{R45dpRZ0ZTg4#UUzMEf$ zOaez|$KVhbrr-{H4)@iQM{rm}dI$^oihp`xG4{Wa-g}E>=JYPZkvO`qwsle%8m1Hx>PHy^O1Kr(G9hJ83QN4OU~f8y*^{@Qz7q8ksH&#Bn0>l7Ju5B zFNDWa$Nu^Ch{$`Io;LLmSZNk`Baok`JQ@tgud9#*U%RWgW?*ucNTLtQo%2ttGI)XN z%l?~nB^sRAjZ51pYK0BrWxTiua`^{cSPY^3Nd(U*X2nIomI2s!E>q3e`JoN}lxW@5 zPJ5{ZpIV?kbLrF?C-ff5Vxlr+WQuwA+8!B@C&kF93j4H)=gEGzkR3X*9CzJ|mgYlv z$WnS5E9OAxD4T(g;G34N6k+Sp?O{-ay&3SCjt%0$a@7)F?tm_NxBUfKSrPDyL4R%7 z3(7*Kg>FMBaV3EVRR@UTQQ%Zv;hEH!1SAugMqU(PolZRY{@=p~lZ~;$uFE&F<70WH zs6t-QEJ%{i1s>+P8HEts(__j~W%d4pt05SwqP}Xd$Gl-IJnM~;+KuaKU{_11S1zXY z;p=`Cl7SRs7;8j){ z$R~0cw-vztfwE@r7DHHww+L5Cm@7wxFp#)JVq8U)`bZng5ylE}U4+M)8g zBo~;bl7slp>LP_J-7ETmPZ6XI){10+Jj04@1D>vCSQ5?TJ>!^h8yC4tqs|6&sS^d< z&tXI#Iz02x$+ninvU)@o)UF!-!O`f8Z}VzPmAhxPZUos%8CuaU$$_c}Sq~LkS+~6r zZ#+vt!CKSA40$kr+i_2uss8HR8+5f9Uh6>6ycnVy^0lf6&?L={m`ru~vkUpLy!hX4 zu{4~_d@$m|#t*bt`GmJtA0S-)S3m7E&@v=rq}c9p$hZDqS$KVkzsh=V=;Kle3jPWkUqDa!6qRY``=5HZG|`7*j?t$W6Rx(yB<~eZJXI9^L+Lbwh6<=v z_H~T;j_psRpc^}xc6uE@(2%$W6LZ(IG$$CS#L!NiO{C#8WzHu3yn|J_g9*rKzvpSY zCrMiw^#!+VOYG!gN9;6$rJIwW-~p!jwtExNsbNLp=c3IDktq=tgHY$m$KLVzgB1Xp ziguunKFQ}R|cl(X^P&*RCaoylouG|!hE3xVZF{O+oF%uY6X>bfUAE`9R` z%yJaQe$ETY{_-TV1Gz%RWauU*wSSaOPY&(}@IH!I9H& zu1^ukktq)pV2R{ZJGZ-b7)W-AD%KX4so7-cYujocIt;`hy-srahx%M*>KFT$WJ*6s zIVJ#;CD%>*hHt=y%Wr{tagu0|M4vy{vyqT5+rdB%=DEzI2o&$a*Th2+&lsn4hy zEs8ELwr6rd%6?AP?ybc)9#`lfHFM9)FL{w51b#Uq(7A<)e-RC>7!f#tn%ZF&>x-n* z6gs{^SLS4Ft(5@rB%`kU%P-z7@F0#8=Ei72LG0W7W_-Sh0WYTdww^MjPeefLy7SGW z@n|Sj9uU{e=0TByE){*BPfY;zfh==fxq~)?We$HEhMBqjlPtn*nN-t$=nmk7a7CNscjO|S{m*T4^7&pQ83a3d zf1Ret5v!>PnG2VZ>H&<|dzYnAm<7Gev= zt*;NuuF8eJy?zyd=?Ed6pIo!4@M|Y01Xr;KI0~XTb;J$f^GqlP9%BO1)Wtth?|Ozd z%L= zVHE%c(>b|=`A>f04t&R(W@CqqpE%Gs4J;6d?8Dyn+>8p^Dh=RpjIwdeMa6Vk5-057 z^pJae;I{rb5W>nu7lpu=#fLR4;!Evz1WArFG(;&^`$1JXSq|Sa3LXg}!<60HAkCW3;0GEqsV7b(1N~HHgWGviWJzUz4xfS6j zuHCC~h7#I~+Wn_NCxz2EM-0F578^w^>#w;sM8cB*68Eqd@kg=eO0j6WLARPUh6e=RRq`1mNqK#pMKY zrcHB~&o5oLQ;Q@dgD2vqZ0bB;oZu=*NPmW}OUKK5_@K$5Lzs2(Izbx-4}Rykk+@Oj z+A{uxxWV0On@GDf#FOuSDN0-4$zRX<(TC^G#D{NMJXiVW-=e^iqU7=obSe$#>oa9Z z`oHZ=yrL<`fwu}mG&cvC`XKmeQ_BCM5h|0=($(-JWDcjw_H$H0wih)z*e*?E?eD@< zaQ%Eg-pZIExi92<1h=*a%f>JVOtVR(-lqrLhN@h>JJ*bhpmPfE$QUDz6vi@(_b6lK z8gha}xG13|#p!V?(sTM+UxA{RIKM*YcOny*RwWcGq9l%}S?PUB)-YT1+Q4Xwj{tf*s+4 z6|ywEPKw}!dmDrJ6hhs$uJ6PZW;D>PxZ#jEFL8 ztf_-g0JOLwA)y`jb3NFzE>iI2Z)!;ZDXM7)bD|^)KDkL_`y-BzI1smi(Bsf9$NG5C zUmc$N`1RM%?b5cRO|na26KR=*28{`ur6KM%LYarlbe@16A)5RewM7rsMIU1rvRW{_ ztt+oZEXDK7q@4B|b)jG>8}E8UH2R;OOygT%%`^aH;(|!J^#`ODs(gis1_Q|aV zuI?L%?L?)BAn3=Z?B#TEdxXP=QTOS@nF*pXCnIyiI~Gqns@*Qgc8*~r!9$>k#mhgG zUfOgs;dD~%nQpfVHLl>RoU+)hdM3}UaIOgwgZS3SSwr;Hk zGcQ`{Drw@`sJg%j)BV}ZO~Y#Taf%LQ!pJHNX*Prktqy0aM@Sm z-6riRpXgMU&9slSzax!E0)ty?*00F&!{Q!NIe+yp@ZOW-oTt(MxX{r5H$js%{|>ZK z5eND0b=tM47jhlU+k@{c*d*|FKS9GthXV5N=x0Lxx$D10ogzPL7Z~~WPC@d8=r+Z% zfO}&D#|a|Qff$Jt=apZ~CBMT~K?veH*P$v>Soq4O!fZm`)lgpDo{HxZ5(Q0XiCGldE@8SakqN?Jt zJ;@^qUqn(Upc#BkP{6v z)H$9^CDXbZFk_VyL?j;+eZbpw-BR=jOf2mApm^)C*I`$f3vJ1)qRZ{tz~U>1_L8p| zYJTN5_t)Bw$1IPage-3$26c2sV3|gsS2&~pIDOuf-^dF9z7o6Tf#GuIaC?wnJk$5f$LCSnk8PLdLq$}VTMPG6#-}! z7m;SE6o|!XUx)E8$U_u_}KO*6aiFXGo5-1zWJtXe+=2M_-F^C*ty!e=anz-OsU zx}&s_Wf&-6&k!t(NFoOHRGh%DoE^diJk5{ssCnR;77Q%T0@CMraR(eW^SH2}8tdu) z4NgM^*CG6?vPdf1FHwaT++E&8qcgz{7+}1m&{l6;J(0a$rAF`N7^IkB1s%^}ZQnGD z%k4MqmxQjcw^IQSXMOh z68!RI)cIYZf_4bXy2QS`zT1?Gt&=GAJE$P;G&NN@z+O@N zb=Yk2%nZxQ8ovS1)Ec5!vDgm0b&GSo^n!=oo$zi|xW+-P3?Mt#je$0R>~= zdx0|8$bx!NhmX||I^$KbXW0BlH#PO>jP?eOy=z|0^~$|Zc2Pl%mGUIjK49@jxCUxe zmIcwhdm{F7pULePaSwO&;`PC?w^=$A5O-ZnO?cS_SnBIw&P9KY(p;tF7LH_W4ogDK z$8M&D*D7w_JTa3Y!U?^EN9P?*LgT#P@dq<6I)c5!rBRoqdyCa&AqVhulRpXFy6YD&ZPCQ%qx2AMZ!%>itcsG+6^=$_Q z6$U8$N!i4uZU8dhovj2rhaXwFGr7X%f;)n~^ItCxb$fDvdK}~?gvO+9LHp)wI12>~ zai>hEJ@(Ik2{+v2n*YFLtP6>Xl+!9L%6*YEFf||XRF;t5s<^R2ZS@^Dk4cpK7s)&$ zU5AFQoBRw&M}-w2rn0--Yms$hZFMuB4K65~Fg6y}zyIrgI{>ga&plLk zayVhaF6%^$V1(PIAe|>eeId1_Do!94H@U$<+h<9l?I{m>syh~il&Yo>r0)yoyE zM*ZQfs92FzqXV$Bz}=#Z{2rAv;m9xUJQ1Rsw(1O%!+m}YJt=^Cb!KOPbM5wiART_X zuR@!`BF&h}9u(CUU%d^5#%)#++w>!;Ln-=6Jxq7p!Y}HKOMzV2q=#&0UXY?XX$chA zaWjixQ7jH(vlOK327M5Kx!dr;;Lb~?D(-Yc>DZkFs~g<}E^4PIz}nd1=lu@kd*Diy z*@teD8ZJyC;B{-y4$!zF&>Ni)@vch%luQ{1obvB~*?d#s=NNG`a?H!OU)TJEw(apT zqkUgC6vp}Mck&=}dXKf%dCplFnq;$`6=FFAMoQ3{b4JfEqlCsXz)m5@;Q*Y{oZ5^v z2>mE1q<>^+;^Ak@yAZZYZbz6b>Q)#K7pILp&8)*QKny%;R_c>n_2X+^D4L z@L?ZTRK{8UE{qe!zxI!VQ57Q^M=P<9^}4XwwHw<8_CbISfE4T<0^8*W1NzC`db3SG z-j5Kq^?zh&vD*V)_ShOSC*TzOFl;l^irSemzu{i@!emfiVrXt}{B%p!JZ94WdA?Rb zM1vmn3o49A;jWD^|4cD)6B#cc8UhME_333yBZuPw$WeO+lItUPn@i-?43sQdvGg8N znx9sf1zLn3^-N7rf;JxN`40j|l{;ujwA=b7V3TtU#Rn*r#KA3B3uK_*jq8i(IDd0F zUzPZL+BY)VTwfi)vVJN0)-)nJu%>HocVF)_6^EUaAI>lba z!-J8ONVycyW{#LInY7vFE%H#-B#^uz(4sk zl?Tw^gD;fSVk|KNUBfmZv-BF(c)QuK9(bblV&HmOXw=yl-3UL_>VmPMYp==8Djw%g z?utmC4cyg=ULzWZu4}gdST1E*e>3lEEg|1IQidB<;CIsjiAvOsxVdi=32I0Q0>B3@ zUcFvQ7zwRyQUA8=)M zrQ3JJ!6P&T#3)tU$#LvPq+oRt;dtCm4M~!`%7tX&3Y#c(4GyrwGJ~z@4nbc(*R~B+ z8PWBP9ZDI#7I`}(&q@=x0C})HYzKSO#QJV@ZI)Kj0!^XArACdyO8 zZfL(h7*57P9^hsGF`~OTEIwga}qAW(zxg zp1(UtXEo1T$@OnATftn;5mmJ0F>StyrtK0wcx$V*p@MzjW9<3A-i4*RvJ9`q5MejH z8(5Kz3LX8=)fRS_gapcet<@(TE2)`qF_jNyjy%wNnX^Rrvtb^lQlvV9<%yT{8AJXc z1uWB*rdSdWLUjJt>Lo-?^2vWZ<1I?T?CLs)*WjNHTq@m-N3;|1Rzy3H435ygo)fSF z3U+G*fA1=np=r%Ug3^;(dnIFNWw8aDi!H-A56G9ppkxV4^#Y42ehBI8YPQ4noxm5X zLh4hdAva@Wh7qt!aG*6+6QwqJgepmXDW^t#E&&C54Wf9Mw%SO~2FYem`Z5o1?|x&| zo%aY(g?MU3#o%e}o)0Lya`IL%2um+?{Aidl z4v;<{I~`kG#iaK-AW@3xgB4Ux>W(U(Z3rCP-XclvoySQAcmUDs95mI9at&{Z?2=*wBsHNNush0R_ zkg9+ZL;AOoTRg42=wm(TJS3zA=SE>QKJvXm=BRk9?gO7YjZTP%<;|PR-Q?RYZ<%Ls z^l}+O7O3+#>!zr;aOJ}U@=-CKw=hvPbRcG?Gu4rE7uktQMl>z$dKhY5MTWQzY--S9C3=w|{YqYBs@ zJ5#4$=>=`^;f9?>C`ah~QcRfKrIo_rr4~XrU7#GG9rReH5$E{o4XaqY;Z;?RDnUa#mq1Ilzs_%}#I>yf zcUFsqh&ols08JgUeJy02p4b#=qxA#*atQ^0UUhB*6|GNJV&>mN`~V*2eC7?tYe1%i zm6I4PHLZ4C<8FCw<()W{YD6sVIE!OW#tT@}eZW7vMGRMG56%%l7MR>A2`Mm{fH14q;0}!bQsl?RiuNA$>3pHi)Y6cCqo;ycgU{ST!T~B0 zXsPVJ0^p`o3s=8A2yFD)^7BmR$`Nnv8`kgkHJ4 zM1QU6R7RL8D$H_O9zBmA6Ti}wF+l3hfp#pmVVskj2U_Nrj@A!*( zA5)mXP9P-|5VF8$Ok^*G>sSvmZkl(g@?X*uaVJ^E_rnC+!6TV&F@R#a&hxx)pJPDI-4ez-D- z&2TNy`7(rheoDuc#6OcN5XfM7cCx)X!LCHAui9bTd(aISa^lkT1dsJE z+sYW3i{#5#*?;}MsLR1XgO36N6iDInN4tWho9tg2SY1&{*#X63gqUX4W{swCEChXH zizv$ZNgBx_fFJv~1#qRAl15Y$>S?`^Xx9;cgI#J2S|=hXWQrSrGyn=EO!inBSVn}C z+XCK)n)Lh||K{Z^KDdnFy)SbPkdgvhSH6YJRXT#i?>8yA|UQiiI!ezn~*`NLMAf1{V`i{2m$&D~1Ht za%xPbMZKNmhgLAGR#ByuRnJPuC4J7wD+G!gneIE8KEUR!UC$Y3SO}Fy#kjP!D2DcM zQZqL~gf*sMs4hFq`y+YIRWqA24!I`mLmGY7S>aU42ivX{uH^(4{$n|W19tLs`58VV zp}(uQx;oZ%qjHo>kxOfZ&5|-fx`EL0d#=fPl1#wMg)kX7@tf~fj!L@j&W~VR=B;(T z-D<%Tv|{$ST;y63nd-CrhK3U*j}c)b#xjg`hOL`);}<<;83f{nlCUv2RjuA4;zy&V zxYjkL^RSc9qYFvgWtX`4YjCVM&y0guoyw)Uw%qFMXCqE`XTge4kLIw}oPmB1jAeWO z=96m7tVJBvQ~Yji8z59Y)_sd(+y@Di|kPCSyM^FmWFl~Ys?mb$lSYUIyKqS>NtI~^53PhQ@gx&F-2{^49S%|!S zkRe_>&R6G_xMwidIb$WjNd)~pO9_O1G=DLrrfHe-Te@o$;Pj@9BRe8ETw4Q7HS)b6a1%kCcDar z5m)biUk>_Krkc~;!^r4{$O$#Qem>4rDv8HsAEAbn6TUuG-2brglE=DjS?|spj{0Dv z4GHIi4J4Wb1G0M;CNYRn0NJiqS=?#4`V*1_YSW%lfRoJWG{(vPpj#1UNY;IozGrRu zC=8w@Hp2W$B6LW2ZkopAWd`6N5=5Ae72M75O35$tM0jUV;nX-|oMg1=O_>fUwC9tV zY?>+@h| zNS{;*NhQeeWF`JEfHG?)I?}$}@?e!RwDnRDHDJ$ZY9+lVMH5=M8ek97K^ajfg)BE; zXa|jXWkCfSDo6u^pa1{>KmgDLjjJ7@D3>gg002mn0sxr*cj|0s?@n*-WNE@k&&;GM zE2_`Lz{tVC!pNb*$iTwD#Hi28tk22B!NSC<&#uqPz|6tU_W!=9Z)0d=YU51jVrk}^ zZmNK*-E7x3FiO~NekA9R7Q;QD8ysdZu*2#h;jp%kwoM4)4sACO)b-?a%UgHZ&2L}( zX%(Hz+hygd`ggA7^|mz{iSix0U$;|0EB+^-i`o&X|3M>rvCh0ClsT8gxQo~8~(O{f9GQJ z0RWEuao_0$<1-z;{cnj^LWBX|0Yr-ZKO0m4n*GlY;6L!06fCF8hu+%_>6g2o<*aCqeF#$0FK?Q*ew_QO)8v3L}kM1LX znEc)QoRR1|s5=M|n`LGl1J?z`hz%Zrv^|9S9PxEdl8d_lqo5v3MT`hBEWD?EoxfNB zwetRospPR=9#MBBYxugg6m zg}hma&d;v5dtFiI^wqy%39%Q#S74;V$x-+X>_%tp<(kQs^o-_-o6_gV#=%15_`T1l za`t4(-#?RyCCjKCLs$V$ASz04SkUq4u4TA*GmK{NA>i1%hEV{KF9uQJkX?rydaO9@ z+n%{C+r*!oFWJr8-)lET{xyx+{~e{6NTg8Eun-Y2WuPa5lAZa{|s0$^cp9hnshaLXAN$kCE9*t+BO@1WZ8_j`z;=t zl7~w!aK0AvS7|uQG7T70MadOF9eUt6IN5l_Z%Dn^ztN+q=eyf8z3a;|-FM`Ov zCN!Q#b5X?Po>E0aLoox^<8A}D1=A+SM8M2vOJwlf$1ggYYTeVY(n_@F#*>STrO(k zS9M&zn`!(Db;B436;cT;jQ(zGxUlq`HRkwI(nvWCkXmkST$bB{rM~DSJ^qs%z`!eG zdonlX=oW}qd8A2t`UI?K8wlliStw`)KuuT;?f1n!p-Ebl7n|20PsHICI9(bZs7@{| znJn5)K=DY~T$hMm5oI#+Owc-9xOF^4R>QdJAu5-~Ul_@>)YFD4aY%@nD}@> zy80So1iqBF$DVyPE3&jUzNtH6ua$y2ZN=|J*z5OXHVl){E%3%=Lf%kS^(eD?(wqKM zS06$4s^pOz)4|1ag50X1X2+vm^oS)$7h=&F49B|xHxP!Bi zBum3sq=xe>L->F4sHQK%erMC%kzUYEkX9QP^T28Pm#<0Sq1%bj){~7atPmzYRQTBZ z+cct^G~OM8XjB}L6`#Li>c-p;D-O`SAjRXGmkB2!Ybv{>gM^nD_V$mgqB`r*5{oa6 zIcAfex*67IV>iD#bY61?+F6i|V4);jXIm_;n3HULo2OzFz7pmVM6bn&iywB9z_BIv zR?_=47DVd+33!w2eE;b)#-Jh|njQgX&WyIwtP)*%K5Z}j#iT^6=nnTe-TMQFjmmP@ zyMAEOoHRtxgALOeI@^0{oQU?Xa|e-=$Q_>~cza|NJBZOKj09FB}AW;j;iTAvq? zsPPvGAl1&xF4y&TilD6 zP5&nks&LFWjO$h+;kbQTFedSi>=Si!U=~b1g;>Y^9n8dKKu6x|?4BhpquVkWlo(CG ze47}iqx@9vbS309^7+?EwKb9OORC+9#srEOkx(w}lwc4{jN5l1cH_dd2&_T(NDj&O zT%;4|34ih}j!#7UA4dW=^+FP?fg-D?KO#=voYQw82mw+Ti!6iO*c>z4DNV%5W*|mG z5f;UPN@Kc!d8EKyT9qVQ9^EZf{^7;-L7^3rGL)(}1EmB(yD^HLl9BTohtEjA-VN1P zu-aqal9c0run0M>J|e~ZOO40KE(~BTD=wmeLN>jI`Pq|2+dh=On%sMcjNrb6ui!OO zbmC$7mh;&Ld&wCb;&hxL7dc=R3^bTIEv}SNM*=!yYH~Ft598h8)uww_3vD_h{q@mL z+IGSYsY>$~kY_$nNXX$pS1jNmgL}3!A#NFnhu|AiWz3IhX zLbh6^&i#e}cS5TB0lJzEOsd8|>g%XbA;Ua3v0pEGVDF9EZ8AznypL258tXda(=YJk z>ReKtlyyjt!IU|95VKZ`@HjDQ1}AcVijkUoFW!>%jgaecOtl!AUVKP)e59_19t6AV z=BGhd!nIL5Ocmg3llRhqsZ}qYe7hbJgm3yJxIU8}MXMZo5cq}YY3Pq-yM8imGUaYZ><0YP8T-?6bu$ok0TZ}_CK_p(~>Yen1si+ZTlPBwr$(CZQHhO+qP|c z_TR(3fIWC~1F1?<>8HE1!F(P4s^EF{lI~$EVF)O-bvUPD+l_xbxu{5 z0@21#Z!8#?U``!;mLl#RePmix_Hm<3gn5Z1M|(Z4bZo!iMkM^ZFD7tDC^sTK!fUjWaQk{r76>|=-& za@NIV9YO7#JqS~%Qx{gr=t3YJCmM3a;KId6*8D|Md|uf7IqcB4ei?B|ov zXC6YZc3ef<)9m(FQ@%mv70O|?E~byCtRf7}{6K$aNwrJBq+Q1NjLWF<@Zbn zR~1qh6NFNwpJ)rJ<6?h@$)~W?epVh(f0VpTi#W(9Lv4cEc9HK~yN@EVPNP z+uJ{0u+?Qhfikq-Q92*@!4-A_qTT^$k92D~>6;Q56boN5Cs_|H`4qy&(b!rArIE2CY*D~_B#Rz$e3~MIbnVJO2X?qoW zOp0ixpt<4O3&$0oO}%rs&1lOPO!n8NipZgW4w2%QinYL_Qs<0>mZO4k#fu_3hdu+c z)*QRLpAt%;&z6s>LF507sSol6;b~AoEB9^70JY8o@Ag}qQxHh{H3EOGE5JEOeUvmu z0^`7g!ji3f#WQmb?pS6P+r?xdWs`<^pU;9wbkB*OzrAuKcM)I|Qx{1Iux}trAC&~7 z^5f%E52tDj$I|-9XbR~yf1*`xicRlHn2-=taBz+}Y@|s1Q(Hp6V+@KT+jy|m4CZ=| zgd^+lX6jF%LE7}Ht!(PhbKcR-;%T1tYW7AE!=U*$F61?pqRSxA^uxQX7-X(jRr^(j zM(389>6zSBL&H;8byK(WN%RS|SIZeoY`X<~GG#t zvVStpO!e}BZLrmA1RSkRKW7{9n;qE3v2)Nb+*3LC#K*UKx9j>;*^sBLcYj4vHRJZM2LBDNUM; zy{kzSTA4_=gO&b)dh78Vi;Z3Z{8f(3vnk^;#AiVgT^}#B+eE9ZcV?T%7Jo3!10=(L zD)u#z9^O@YEs4_3%wVaLB5vq*l9f!P;+=F0Kv*~lWFU0XENs$X@=~ijF=(o6|KO22Umb1}i2L|1zcZi9-~V z!fmD1fpa_%%U>#CH;;(*A-FOuEp1y!6n@lv9&LE*X`61{qy7d28-^%k+1F=PHSQjc zy#W3`7=wRLSL2=-)Ah`o0qh+HZ;ieizHm|>?7eP+iyu0KP9@Qd!}M}`K#5o)8IvYH z#4c^}9rl#7ZL*t%qKdavK%$@b3Cs1MH!$h748HS?s;Oc|t}SaRdJV~p!fQ}K96moE zJ65^#_xIN5HqKOtui9(N(FRz3(D96=0ToM2Rk48YbI>^GR*S7n z@=tIM*?VV;(-nM))|(+nK0fCur3E<^3dC!4Uvnz?l5NGQU?Gp!&@Xs&fQjM9Q(UpE zWP;9tY!L35)6Oy!GSlP!1LDZITqbYfW+%rJ^J6 z=q=f}Qx!2%fKz!qv$=MiSGpR;82rCrR0GITxDx#f=3h2L+ zIE|O$y}ov5Ht$Qw@(raEt>qgDJIFB=6vLtZl_NdGj!d635j(Qos8?^Z-qT=*bLTn@ z&al+Fg<~+C*Tv6Rp~*TMKC?u{iteD>Y-cpho9S_b0^@*?o1DILLJI8^v?52MXNai2 zK8?U(%=<`)No>o!MFZy|>R2#!{1ih5?PsgDRO=1vkguf4YQ6?i@2Y5%6^){BmfeZRI>naC&=Iif$YglOQ?) z0Gt&nc0cYoOlu^h+?|nl$g;-NspX6JXjDlNr7%wK!(ym6;-^bD3*@*fgD922$FtM- zC(jlLulFV?tZq)$51pfeYl(ME7Q-cUl8L((1Ei}kYTtf{Y% z(r97Y3YvS1-Q6xvm__vsj$l&Jn?UHyJq``cvU9I^z_`u64=tS^2ujxzxXgV4h60hU zR>CKohMN;erlPM+ko6yZ?^Z;kjVSrbzrlfCDT?>4*ammvHX_|(EwISkBomtgU5uT@YBq?#fZEJhY|mHbd8YG$*J3jo zxnSmf9Cs2RQGf||#JsA%oM}#eOdZg}@59c1FhS4rvSNVMyo&{urYtZ_+6BtDeQuw_ zEQPY=Lil&Q_!PVAU=?WPQt+w5%AJ6Yn@Fq$<)eLy7c1H+EAiVXLe-*&Mv#BOt!J}! ztwrwSVafU+?OVef1OR#;uc^mzo=-ipB$;OXnD}F_#FX405JGKzR8z{=U%^-b)XN43 zmtn9qzwSs!dcdA?2#f(prcX-VxSU_kH-(& zXIASX`$P59bHz8?Uf$Q$tGGqVCL?MpoOh5*zhW*GeaSSuh4d)_KHfkc+SmX{twrAR zkcWj`af(Im`J$?Y$DbDARQ+CP>Nn1bF8?G+w7-(ZY|8HgY^PCm>AC$d)BxFPuAd?SFN(tk07L8{Uy!6?O%r5@ z#FT5Wnmst9CATH~;04zfxY5K#aFTW2l`ie?EkjKmV!y0u-`=`1Tt%~+bC0@{U|`t& zzKw{IXL{E=ozo@qB%rmW4w>UV5HsK3tHXT`#!>k`Y<>R0F~jwy`nzXzZ_o7=U*;ej z$rGq_e=5#9SW#Ub1E9}ILwH&d^Z@L4#dr%@BqN81JBg2*i*p4EjAgO2_3Zxf_=v-S z0&y&@7JU(Xo=wX1H5*PzeXw?(Jvj|zm|nn7t)y>N*{HnfEy9PZ$&Lcsa`p;%*MHpP z%VL2*hg8+JH@e|ipMu3Gc}I6PbkWOprl&*SN+^yv!8R-ZHmn{}jP_SEyzN>RLICn^ z+7WZ+D!`Oie+4yS!^eAxCUn8C33wVO7U5f@jOpLyo}`o6_QkuHSG@Vbs!D$y7^ezP zX!#j-K6-f0`hU8g6o~?2VONNh@YDVH2S3tlsq3KF6B)UX3|R*S?Gk>SfZ`JUc^Gn{ z_1c_SEDB8%IXql;JE}g*Q&(cZ0feH)swC&++!*O-bC6H)7e!*xrE*d%hd-)eX~B|C zd2>>?3yQ`qU$lJoTRVa$&zs?M-qb1u<22vw&G!E;dKka8EQX2)#r;&jSk;vi14jn9G5PX-?RBf;_G zd)bz*SMaJ8h^fyPUcA2o93G5FEmM43{xkwedS=ps^cwk!I)zF@(^e`r?S<*;?9Aba zkcyND9mLR$k9ya1VM;SVm9i01HE`oO3IVQ{G;2rz07y=Yql#Ng_Z<~)&2 z;-MkkXOyh=E$Kedv+E4g-vg%Afco5GJi+xqe7d07+b>5O@tZmIuK(8fI|ZiIagb9g z0+JL-rbE4*FIsFy)U*=`B2FA?xNqRH3adE${mq%gX7!(K4Y@1@6NKD}7Dz>e!Uj?g zE4Uc{49%yDQVkpvFiFnFH=M;gU@qposL|jB?^kJMMZz^e?9yMmSaP2Jem~5yfXaU@ zk7y>1xHMDYrzjYHQ6Nk|T)h47k4Jh_02f+d!QKIaBH2-coW#36XdA@)c5^`!rcTa! zFT;tArChoj34*No!RC8nh&6YiSC4+|RCF;VgJnAMHosxK!frOKo14tzZ`M`Dwi}hm1O+Vy2qT9 zzRLTRr=H9P&y0Aq;N-S9*ys7gl;rdy5}#Y1lp(O+;=naH`jdM^ZXbqb@+MaRtab>) z#HoT>5rTi+kV*1c6(Jb!%pfM`@RRZi|G6lY2iG;Q=Ii)|5~fAX$cY)g9(7?-eK>Z? zka&n7lDp-|!e1|QE5j5>9|}r)Ftfc^x7pA#V@Y>hCv()4a=u6YeNj%27n!fT-g}3I zIjde!0$tRf$*GcT^kGQv1NP3Zh~{>+>hRuXx{fCRbPmgNE*lRw?x@(zIaGoMlfu0QeW<>4U}O&eHkAP5D{L;Z}D*2-D$;RHK>JO)Pv%$22g@&>~$hOvsLUQ-rtQwK!pY z+eF6}VZnS$W5nCN>IrYz7&Rdb(OoO!Tge>70O8S|?5+Qu>G4P(n@e>4^~nJEY9!eT zZA!PKG9OXiStcS)grc&^;Y3K8iMAt&!<-iU{uEimqh)3C+YW99|3dvU@5sD^SK9vG zHynm<7IqNMs;0}?LxUP;4@I?TIn;@*x!*9!F zqL=B#D{zgjKKQT0VuZuMA555T;mCS2G2g6O8zOx?f6aYgoA2Jddt{TLAXmUP+z>dr z3oB&XJG_z}D~EJe`BqLG{2l!)1gzdY!8?zu%MM470qQhWjW<4P1nVdyPfo-LS^x}i zgM?P{>MM1$1a@rKSa!TASCOw-E9AgJH zX|ZRCK7b^~Kt&GzK8v?~M!%xW%00G^oy#C4nat|xN;s9pW^!KU6{=UK$b=$c#X&<1 zn%fk?YMdX~2L-x~5K#l`CMb9-m@MB^@T`@>jOJLfedwF9a(AW^rU{sBYw*Afu#*?P zgnLHw$rRXcuq@?`bHU(_qwDcsq{LzdWHU=e4g)x0Ve|%{)9r z4{q^>OL#b~do#=)bM*QL>K)Fo1B5E_YZ0Pl%2rPyh7kDWA*%^nBUGdX9lB5_Y8MbYEsWBjuY9#?+N?Awvciyo zaUj&uiOoYox43TSFtOFl=@a4oU`88UlXd^odoT@rm{vcN|)lL9N#XrP;voQ;2oeo-%VqrmpKUrJv58Z2Vf}qA2sw}WQcdI0m=&sGl zxHl4#D}hDo9DWBwq8fbBs%|5@z_Lm58b#u}k>eD3X#_jf9o-2_*d2pm7zNz_dXY@U z9B~_@S37-E2L9Wn&zp41gIW>wy?9KgiRT=Xx;j&{%{TRFtH87WZl8z23{}lXTRM&% zfEuo1OQXQ&T(-fN9#EB2iP5n;Yu0IPZ5=SHnFV7Wh-`O8xLDkIqz+iH5qB+)e z%RVx90U5BY-O}naU+6P;*iyVULLOykiv%m=D-J<1T=Bc_9(J#YL0ce?M)ClPQxs_i z(I@{E(>_;gWqN}U*jTy?ZqPV)(3Z=j3tZY`%jK#=yUCdJOey2HrKgO-871nrn3u28 zCd*Iy#g>JVMy1?nl;kS4sN7xjf3HTjRX);K=eW5)nbVNI2H6ne@Bz>S{VuUR=R}_I z2eKHBBY_`a2wiwAd4NDGs!Nm)n9h`HHtc7~t#(n!BE>|(B8 zH?R2kshTG!$2)c~#Omz`D<8$HbU)aBeQlvUi!6vx1yeNh;9wu1zyMi3;ui2Y;P$-< zEnNAGP|6H7tFyn;K$1?bqsx2J42%~g<2kQ^JQn3lazuznUo*N6uY*t}Np@H!4S^$V(~m+`@K(scbvamVg(6Ex0r{|an_Du6e*XD@ zr4T%8ShXi_K6(0r_aO-c%Gt6-esTE4NBw?u*zWKOCM>$UjCBTOhlK>0QgF&>aPlr5 z3_VKGCje25-N!6#ZWyd~;U2hb^P_XL%f}GrJ|8P3aYbO2D!#wJyNH=b7An;n!deZJ zu?>tUDIKoN>skYO%3bC>%}~K`u5;4! zMzZrA-iH1ykTzJqzviONkc9Vhws~=ez6?Je$&$8;`^Q)XX9NIq$U1FZi2*=NWEUJBVZde!| zZ7o~j{cZfl_5nh5^_~!D%;r_!)bNXsc80EKs(z_BY3VoVP4{xR+5JT4?W5%y1$={( zr}2Czm%k19u=*^n*N>Nlm0idEsEnj)sdx;pd2JQQ%G(_w%bKBx%r+FBo)Y(8>>-$BM;8NT% z?`(8Y%S^QY2k?Kvs@Fvle<3A6fU*C^{Qn!Q`p00Srzj@)zhqT(hf=)hz-sMRip^GQ zr}b8=&6bMJf6IT<)oJbYwt2cbvfQ#b_VM2fm&G0sz1t{;wPnU;vQ*FXeR~c=O-G-%`*o-*+C?=->3l zS6cg@8vWhhh~ysz#{HiBZ=MgwFY11f!5`bx&rv>tI>0-h>erad0Rh0EAI@tW_Fw?u z`=2|=dEZa?pI7%!)9)V%Djk6RbDh)Io+I@)Kz}tJ0K+LXz_S@JfFCEIf2m)c-VYc+ zvOW-?<3<3$AMPKlV!&V9ub)^RNyWZj@`Aj`{oliH7a9lvz^5MACq5{c4TRXA9Bv~a z4v;?_K-hO2z7&xEPn_p_(63zykpj9J*|9$9f5k8=38c@BZA_%b2B}XUbyvXo)&}oD z<{-TQx{&uS%P|J6!`UIzb5<@3TZR)wb|D&rmzK@t-D1x;AvTBfn4EX-477E_!+KXH zz5_!1xTMwo<$~~PoZ!C^vV*3g!%vqr%VtsHHv#5BJv7le3^wkv+0OCT@!S)Vk0aR) zUHpMzFhjGqFoH5Pp1Wag{kN8XjO}~;>T^i^-QNl0?dmI3;Tv}`6Ht<)k193-9-UW2 zdN|Kd`eYgkqwL1p;-29;`|kp~e6~4)uV`wMe={89c7*46_t$2JM=_)g(nqe)$fq`> zB4)=KDH6$)D)07`ax*rYq`QO$EYM{n|UCAbM>MjL1Z63^sLZ)sce=W z5n_+wZL6`!a??Nymf^`UV-su9z)XT}Ee5~dd#Zs|yagelRP~t?N_j`k>?SUO|g_#Rj({ph;$({w@dSbtfr{9E|>1~}o% zfDKt+fVDnSqN|g*sHmZLAFm?CV=Ft<%&RQF=b|M$uWb_*Wtd4Lz1D^?(0CVQH9Jd` z&SXO{i)zt@Fp`r@N`Y3i7`={jv5oGYdNlq}60ebv11~4IGH)QEPyI z-h_z~K2fu)V}9sDsI3Kp57fZ8YbW}u4=KjX@pX+nzo!&#n#cK~zinE(#6wmpzWMTe zqrA1hx&Y^vlv2z1_0iVDB}K`kObJUZ^1O@@|1uWYTe zCY4uzKt7bmN#?&#u4cOljY9Pc0?PI6(rpMUAd_azKO`g}0skJUa7;^8`0Iis3lkgGlm z(#_}e8=a4DaMDRX1?}=MLt_=QoT;}e$9YQ)rzYJ!pJr{WPX-pgQoqEillVMB~flfg9YZS zv?wT-Vc$6~)=g4!MnYXY*@qQ=bKs^9nWF7LGDU3JoXKQ%pJSrdA|J^A4u8#h%HzHv z;JCSIo0g2*=r1qUo8^f|hh7CKaax z4k(QOns@J}*uM`#LT&ie7)&74W@#Z-0kmcj6;y=6#p{u!hx@k`E0&02&M_Adh{P}8$(vk;k*4;gH?$kocaMoHk7 z-IC`g=0sK5!c`vmNhmB;wD2MV$n6;1HT}9I9-4`u4D8|+dG~~^q9B#a%!kPgmTriV zi{N0iK3$Xr4wAy;&`G^Td@L(EZHAmT9S$}@;#ijZLZBsIg#FSqhbSK6a~euH{1z}b zgzbuT-h{ocUkkD*iV^c;STCSJ)~Vhze@-@TZ2)~VGCPTMoanihH@371{KLOhvqYd{ zZ!-}-m+4-EKxc@{B5fWlGRv)WykBN~Y!9ni-sbqqp#D!%XK%`DNqo`h4WnA&(A-Ek z>sOmvy0OY%7ZMHjtU&S#O8F~0gzaytJd%jbnc>ZbTf7MeBjk^F6_7=Ve_xHXW>Ou< zQ0$B4yJPNWjBF6ktZpSaBN)m<3Izryasp4->7A5A*f>X_6$T+igaEmqx~2#8bMV z*(cSiBK;>EA)Phu<)u8AH}*_j8;$*z|7)W>XuGMwopm*(LBj@gf+K zv3TrJcC~Px`0ZzhZEl9&1$M$nBbC@m35)l!5p$Q&+TNfir!s|LhHXv*k|EQtc5dO- zhf4c7DWZ2g!0xb_*SqwlB|iGk_sCykBx){Bgk23fol#PO;O0ZK`t{gmA+9O10%J-hN?JeM?Foss2yhW5- z`>R4ddqvXpct!b{txj6xIPEOy#xa(1E};Qe3nPycdJPaT~c!XJWms@NC+ z{{UG;v#*IDQQ{+bXLQ3GBO$X@s0zQG+e;g`&=rCb1bZmVwHZ7cB?+$$hv(kjk6~V-Jv9TRo*7*Zuc$B+=IP<~Whv}L-EYL_Z!cTmi*N~Q zTvBEDB#oW6LLuUFgIH7d=!Wb_9ko6~LcLrpTkJzARhM2N*OTA!Q`F2A2YgQSW!?Zg zin5iLY;Fdhapc;SErokXf}8(ZkS3uhaFYx?S5WW{&Xy`K3yx^b*5P$UGR68DMrl!| zOoe3`uU?<6)C0Faq|NK4O!^?psEkqba7-IusL*?7O1BSysN1^JjMpF~%DzU5MyH1W zlsdd@Yne!{z=_(EuEEx~^#{1t7=CIZ$=H2Ygz{d!h8Cx!qLRr)fN2Go7Yft8ztO^ls6ZHFrt;onBl@Ms9-j$efclYQEqK_P|OTT|bWsimot43s2 zrZTEu{%cKd!3ThPI(R|AzY`AVCaFw)ZbSJU)auSjpHl8=MTKslSTRQ^C98_fb%)Te z9kK6pV&xBJsu_4D5oIG7_CIskePz2D z5V{#F@T)rqvMBli|3eC8i0MP?0lW847toKjx5;c%$%|NNyQ_n%?MAIV8zQC6EqJan`SXvEuf{Gl^1aEcII-B=Ln_CEzS4uvg zTPcqBlY0?86(utyv-a-N!%o41uimd(}kIL!Op9OIE@7nFFTx-Va zNM`r3{yUOwr&*y~qa9T$MUzPdy@r7)p5-PpiFTu+UBv}g@s$733>BjFmx!Db36A|=k%iNAFQ zJKMs7-&YAW?v@;IlqdyHh+XNfGFu7eiF}eBjI?95IsP8V23#hFH?8)H~nUW3FmNG$xug)h7&m$E2Y;+fz1oO z@UDL&U7!6C6zho~_J>yii2kzw@DlwzKRbB7B#stUwXB`bkVbAgo-Um6B3VGqHwT0H zD*&ehaA`yImABdtt$>kok%c zP8_n)1G-ey?Q48Q=fHkCF)knwNB48KaN3}9dEpSgSNAkQI7EToYyo#FnJG;R(u!Iz zDGq)?J$p^zP0AcgCrrvNw&XIsu(4P>dj1h7DVwj}LIst5mP6+jTCgY~upq`M2b-1! zV?L%cG7qR3hHnd?46gPNL#o%;p*{qGLW)e<)+>LgQ2lTJXFK?h@UhbR%g1B1anva5 za&cgH8qqub+hv--Tj7Tbo_VV1gIJcZS7G00U6ryo#njE3)Wttrd(my(s@9FBPI{;m zc=8Ojj1XCq&?Ox}ru2y`fsv|vdVa@z^!*9hG36@fUbY3;->mtXHKDaLTiym4!N(NH zlYkgO_!3?@wi>3B7k>xLGapmea#u@Lu?TjH_45lZ3dLkhpV5FG9hSwFpv zw&seRn`!02AR!D!DA>fZP>&#lGV6slAX@ALc_s&ZMICyXm2QS?e6E%X&yfCf*4Y+* zB-w|BwB{Gk36q?KAD$Y2{yji!woQ@*=Z4JyEPy$u^wqAvpHB_t&Mz@AYsr%?`cO1* z_HYM&vXBo6nY_lQ5Dnqdn4E*}XNg7NK_|4canL&a-ILbCA#^ULeS!%2?s^_f29O$D z%UFIBT7oqV7%palbTCWhCTh0MzG&Q)iGop#3@>IeT=^8{g;kNyo7+A*+vF)v4s8hz zBn{{r2U&lNzIMyTX8D>f)$yLc^Dbg7b+~I?YN2$s%I>Qk15wctL{H5I? z5vlKY575;zxpBL=lta9@LH$mAewH-AWFiHGvkRUi;)SSEL;#|63h4!@&}`#G|HuSoS02eRQIawldw>t0v< zM0xHh@et)$z|@#lM9K35h#5V76z=i^M`6hCD(RPBQ=M288B1}n`!I22H`v#sP{V_8 zKH-{;(a#4qX|47j8tYz#I$|L(gi-l6D3OdoI`&gFKx!wG6;>!6ad0Dxx zJsaPUd3+TvBz8JK1Ok-6JPFFm4vVAPh5R4T^TiH)iJ_E3XJFu^f>Cloce3wHz#fqa z>89dB7J%YkSIK=HX7y9jjb$p7m?=NVN#o)JmhOy$*+(*3jpn*pF(4MFAOj->=p>$* z+j9nnV!uWL43#X)YXM?mFO%GNhdOOAKLtZhKx49!E6aZ@-5#PI`kIArU)|r9fg?f6 zgP>QlnzLr=~pkZMzl7a=h9kXBnGe*i(a2aaUGJ+=t=e#PczOvPDUM5 zf|RwER3iOWkb0!acAqkqrqBFO{RAoj=1`{h7(lxIPJA#-)lcrMzn#!4KcfUq@sAIf z(ZIQBj!vtF_x@FvYMd}!h>E?M3beMZkH?5}So_m88EZ8>#3yc5kIGq>O#YC0`2rS?p9ToZcmNmVC(xj`|-LH88 zx=cP}V6KcivT_&_JKGf8#cilG!aBWh_a)s!x3+NgP^}eND8*HI3vB^ywX0(rOl!V= zaTTO3(tE&|bq7D91-8Ww*GAz}LcdAb&FE0pmB0c=uevq7FA28dHKv(-{4Cr>HkFTk z4b;Kfpnn&PHpt!XG4-ez4Ljc`uJI+-?(fc#*~4?1bB(HklYAAT=lPW1#|-x@CYSre zCJ8xkEskQv2eigH_aG3yUGZ81!;Ts(?k*NpXu1j%$mP$N^}az1G<7`7FV)BeWVv5x zRduX|tGYTbK0-_q>+HD#hE_T(Pd|oQdmgg)J?iYh%BWA$0rrHRy)=xLp+YCf8d^%J zk=p^Wpzfg#oGtNV=nf#j}Az^38PXt%(xjZQz_ z`4RKDY1LJhP01|5m*9um`C$8*J);}#e-{jaA_4a{HTNyjtK=#yOjzp(4G2SS@J|)# z(bxNj%Zex=4EhQ*8#XJ07S#K`fjnaF-#7Z}=kp7kCN;L^`Uc6Mx?DoF*C_>0$eYts zYm;B3Lz<@^O@sswBL32RT^i0M&a*2Cv4x7T{Re%oKop_nO9A(OeY7|qwxmK1kb5car|-_iHX*_@J}LrMulS*csFo zsCPPCrijbrPr$g+t0Q0auo@T-xrlBSx87m}z5RYUj)&RU{vr;Y&)jmJStZFP$xS0t z8N45Gl7zT>HnnJ=hJ**Q#@BFm=Jg5H-%jO#@3aOo_mthZ@S_~kheRr_2T9m9)vtrq z9Q>xLKd`wDqf|l-+i`qo7mHP}+TF4**_VuxC=iQcdbsF}G;))bPtO10y8rO)BN#-tu0! zQ0`5!D)GH``n&1BjBhNZ(4$XPXPhyZeFZygW(!DdDOpzA`QAjB)m9nQ2dV`O3@MwAETWJFy4a)z5cEa7F1ecNPzc4p zHwdAwK$Zah3P*!?)_NPc9NovqC#=}d=|yd{_V{q`CeD-Za@t%)(o2LB=f`+-?)NLt zJ+nTf8!6Ki=9?L2tRowvngcrZuA{9r;qALz$%lCxs)^vJGuJxuydZ0D?e5z#D~;LmKp)g-mL8RtbHIpEYAoJ7Hr&Q+kaT{Pm@6eUV?r0YqW&_{M1)*HIzV;k+Y zh7u~S!a+Wd}-y>sI^9X~-phi?S4c%CWsmdjuinB~V!j0{8}_&!H+U{Q!`c2eb1 zwc6V=^(eCG6|tfoM&%LwG2ihoKG<7?dcfJ#=#yl-cN;-Kg$C8=fuM;!ctXw&M^VPE zCraLWRv@E$-A0cmM3PWv$x&@DdqsS~3AwoMyn+}mavD){>SyJ)mx;PvJhtGVA&Ne( zWY1>5T)e2ss7xSi$5SVHBSJ7#qhlIarN@gH)xki=tkmvl3;jdZhGu{d8~^|$?F0JC zDvXy>x`MQH%GxmL92XEX?!pzk8?X<>Ug%hnJp4(;6j7CzGZxqM>Uvaiwu0!Gf{dZC z+SmK$$vg6KgepO)_>Z-ddie?Rl_ALFvoN-RGV3^`zO_|6=eXIgOJ;;KdfI+onf#2kqC>Xw#gku`q^J_D#$qKw|PQpIGl$EwbPp9yZS6X+|I${}Ymt z7ftKRc+CuRBwooAL@jwG`G*A(%33b&n)N`5rP9dy69mUw9 z7^i1+>3xejN)Sq^mc=wNjVRsIoaMsApD(@ch?in0i6mnHc7_=$hgGgof9f(A^^?kZ z%dXZEyDDRnlbF0RQ5X$BOMh<5utL{(_2w(N*65zsJRIf6m4rwb)}uqa`+fbb*p;0@ zC%U&8A5JWWzJuLB+Sm9@CJD!Jy~_Gg>22)fgW(}-MwBF-@Ylaz>2cgOb75_m?T$(C zbJ`T~ppT+Q=nA+eU#CAErqTw03`r3;PhNVxwtH6_P;nnRCjv6>h8B2fY{+cAcQ2T~ ziBbyeG`2vtY{Mbnec$>zEU`shw7&vY3oFMwOoS9E{R7E>_#JAcD$kXCCGOfO7RI^x zaae!W%hLt?8wA70>fpEI9g>-AbciFz1C#GvJ_xJ$5IzbmuRhhkAGV+K$7s>NjbwG+ zY+sv{^3WD?WcnsFIXNeIUr~pyUU^M=ZNcD#0VcTqq*OBToT>;@Ow2%NNn7yd1p4@WeWo2>39!F?*H4NFK2dKONIR3=(|fEof8FhXy5#_eo8$$PDpO1k6vE)C zX4TSaiIKkKN_S0Uvlno)c$-Z|=>@xkNxs>V!P<$DF(aQ@8m}2Fn6O^QoUEXOYW0ia zz!R#Gf5zC<=f!f&H{JPqj57xSLOC!3;=l>=ST^p@=|N`c#wZDj^w~h^Mfr6F@5T=p zQI_^m_nC!AhAw4$lYP4U$aVlG#w*A}==_|Mug~p?!07sE2Xk4mCCOkZb7e;3FyX{x zdRe_gS|VeNZelhT3v34u>OaYT$0HL(of{G#)S$(tiJ=3V1N{{<^9OU_0Z zvq2+&@yW{^WJZ8)5Ek(3?Dikycx_wna~;O10h4Q|9NLAQ-K8M}e*ekB1(_vXd*#F) zEy!I@4yX0GXr~_3%8k@@D)vvL*JBAO-m?(;wFHWdQ5_lU_3gWF?kx9c$O+I9Ccyxm z&#YVMH*Rr+*{J7tdH@!~VC11c`kfIr_({n%^%qnwUws3MlUP|BMZ{vz&B+Q_7*>Gy znCOV#Xi93qF2Ddrt$Dg#wXUVZQIK)Z_lfv>b-?vy^5KG;va@vb-N&#wldy<47g~HX z|A0jczGNf%piDhNkggW;S+p1=-1(8%(62-s5@KYgT}(P8nXvx^zCzs!oW6wO2kG22 zp~gGbehW8Sl`1F!4j&V@%Hu~p)QJR(8_^hd(R7ak-deMh0E-E7&oY|Ke^MBt0HoXS z_0D@?hh`C6X96E6E`F!7ED!0m8D~GM4#t(f6&XG(u(wPC+mDED*XBq>_P}C506j^m z3X8N#{_FF!OQO@ko*Jn8MKE%IvUk)Msx}{fLvOSGLvDU$U2neGMCY}Sd{aY=tjYTF zZcMTI4{0Yt$}Q20liqM?nI|eq;LYv0Y zeZ%!X^rV+f{+h*F!RzJ}NDyb|*1{Vh*=#Ox=e5t7MY+~u64uNB5bG*QSy*B7?Jz)8Z-0lB@3IDm&*2{yYk&fQ;BAH2!HToxwmz$`d-F!hc zI-QsdK{HJIf`GQ-I1{)B$b)SVvyY`4 z86;VA`d_Za3=+c>lpAzgVGJT{Wh#qRx3kiatQz|@s{m_Mmv|Y7g-icO30*A&nfolrP`)x}uv?JU^XAPmy+A z63OVU^<#Ld{O61+XqR<=*=W+86EpOe6OuHBbtj{^)>z=VQH7w9gHa!ImhqL^JyO@u zR*cFag|y&-l1utb8+6KgqzZ3=x#RkV`Yo+qC+ce4kwZCiu|ONWI~yWKGm)xclNx(r z_am9qxW=iNz$W)PH}r{fH2+;pf)!9$D)cW}jdT4^>K9Zdn3ZGmQkwG5mKGcw=;CQz zRwrYp|HKM-QkoMyb6^%%6cqB<(0I<2Z@k&sMIa_9G% zwZ5@cw28TMuWfwZERn6vCCM>8Xyh$oVPby;Ahun#Vq_W8*Ry&To0TFPE-!VE_qN6X zXM_VAdCey>tRN3(4w^x$gL5_8<^EzCpOiR@rk12 z=8t=kFLRHIMfl46`1OQZmGkns{o)qmp^^H>*tT9EX$!9GOtY?(n>;d7 zhC%)yU^7ojjFdm+DTJW|hCtT{`H)QxBXf(qyPQ?V2!Hi|$GmQFxI6RK$3t4aHs!o0 z|4Q_Q4;>C4vhH+)^mek?IwuP1omkTlpo2;;!|IvZbyKyNfi)=UeXN!-_c&^xonmn` zm%kb7U((Q5DXiJS({iGq5qBBtr*NQXUo(=cOc!=e@|f8}A>=Lr6kohn zgS|(3OGYU;Nu)&I)n&G93e9TFR6}CEq}@Ade4gML2~uSG`h@tw>zimUk*t@v~XjL zajk$r0aj1M3&F+pw({J*xTcaigO;-V%EtXQY7y}r=|bheN%N`pHw)f2rc?1_5It*NSHCwOhAa1*Af*C8~FNrsC(9Wx_9 zhJNTsi{!|GLkF}nRv-Z*%3V~x%fPZ6)(p8W!B`0lyFuGhct8`MfQ%E}Hg@!iaNafr z!qKUi@FYbao+#e_%wEfSeJFvhD7rYdt9RAqd@MTs&{&_g>s1w7(n6zYy)ZnJ+bKpt z7sBrVBmeqo)#jSL>r0MOevr9Ymz}vG48~?`PQ@225*%AH?&`B$yK5GRILULgQbRrV zD!K`1ow|%2u81kWwk6LQvbV6m)hPZ3CAMb9V4~kn1VSh1FK&;s&4wVGaqTee*$e(% zR8*c=`|irxbxl@mr|#R<*BTfC_`wC~S>zwF@B_j$`!6Wn}D2uh!kYrOydQDlgb#9*K! zy@gDH#My(oM;gk(iM11BUHj>}oY<+of40GBrE+f5F&|2|kwy7!hs)Y5Bn6c70n@=T zR4|1X1g&Q#d6M9Zv!w{9v8#q_wb#(wM$Hh@CbPr85jKpLR6*53%U}H%zl3c~ag)ms zKc?A)0Df$Ze&3z#eQ3p_IyC-c#%DGw;A8>w^hrKF6hbnb9uNEW4ow?bf}45*ZTo7o z>{>Ic_?j=Nh~57MVN5GIv5x$u_qW{~I_%1fv$^uo(~8%+%pNY}j1V-^mR;&va+6%& zcV1&OR04mx`XdkkPd;^~54^%+VFL6B0%KSmh8yn%v9|W+Z-Vhxr~3vj5Y3p7RV8P6 zA#|2ut2XCyu%W0Pacs0%@S3~ZvPV#1W3kLU5Z83a?&y!*vT+*jM?gwL+m}Ql35CAU zJ6L8}Aqd1L1j)ARZ2(VkR1X93TZm`AmUsM*(5F!OXj(@2h)HO~q{sF$L~PoC6ZM36 zQ1rRuk0}QCeElq?wLvh>ZM9{6t))SlU!q}Ye$-3Aqy%?75xRfu9s$G(nBujzktQ-5 z444N@R?V3W@N?IDHc<{a{Y!`6SE17<0bS0>JANd3V3x0kT+2NjnW9PxiH;sR8C5*3 zfJWjY#QSGvZ|$!=Nm@*Bi8!bI4TC{EhAPMCsab|a7iVo%~$6%QTsxX+WZ435Zd zja}RcQu&>XzBl0IreSMoZx62IaFn5EI{Z#vcV)1U&FbA%``VK#wNIs*w(>%;n^%>w z=;lzQVz8uIK1J<&t=WU#zX*Iw1gsh*i5@T6OcWXV9kY3SNJ+1H6hOlw7%|n@A1hIR z&R$44BWao;FbvHa|6CuO+vOgIub3GJ_m8@xu+`SmKd=h zf7?Mt+n{TzV5o;M=k2f$&1n5pA}7xuDU?n_#lxgdI(&)U5?PoPbW?(cjVFZIB7miC zNY(-;z2%Jll-!BcmM06`QHJNDZDnS#;8%?UBW#1}wMBTC>2YZ~;BI9uZwaXYQz{M7 zmUiCKJR-edP-ZY8Cb5>)RfyS1X_arjP1l$qZk0SJ-nMGZquVKMK_Pb3aOt0+J@Y|b zAKqzwuuHfM>ht;LYJzx_YbecH{&GZh!z?1{wu0obA2>)3dH6nItZw1*QAw7>Z zI0y4rJCC_**c!(9C}s#JIP8Ov+<8WuAH=hh%KSNdT@XN6gOl9n8_M;J2#a7`bNSTf z+vwi-!dAT1e{Z-Sq={|+S4N$^AA4^m0Y1lqp%Nxdqxfy%>_tqDNx00I7_FXlL58~5 zndLFhW$eX0_k%#!;|TO14}ly*>Bg=>P+x#+kbRZn`|l_mlRnl_&DfA3YU?~Z%bN`F zVtYtGD|W56yo%Y06vKFlFJB5rO&XBp%pi4eRK^i|EcqOwtNh9cN0>}8PX}ypAcTR_ z59~SvLbyT&sAeyP4<<__gjf;;D|R30G*vM!gGkMqO5xfjB~&aGGL$j~5eO`KjzQ@u z^x2VQ1ejL*7_n2-2X~wBn)gTvF`ULYRh<7-bXr7uA9nD_C84}AbCMe~uYY@0rkgmQ4A)k!-P*tGWFw0m~Ozm(J`$ zf{$U9)xOp(3m&s(NP@8Ch@WR9;28S{$DwnX_t~H~c(htQpvQIOhOgsx_&9h)L>iF> zWolJTFxo2A*0RegyyoN6i>bxu0GguPluTL6CLWOC$IY~(63#;gR_s`IRskDnr5wME1NX;81fpI6CE^?trlrGLSV!n#P1t0(xDgXzQ{t~pS)@Camx43~HrC$Tj zC}P{O)3Zl35X9MPjpJZ0bbmvG!jHTMU98%}Lp3wfmn%JS$tB8D^Bmd`KV|f@J*Nmi zfi$Skf|rDTx_d&7T#+Mu4!m*h9($QbY!<@CzyQ1g$|V;{#)^3)!rZ(MN+^T9a1p?B zpGUqjoN6^vxBWpCoLT)}$9sySb&+3~{g7+|fKNwK(EBH&1Qrdk(?QPA+*NGr;y?CJ zjcMwsnZM&2rU?9s;waXUKCUEhm~suqxyZkz~vT_egR{X;hq2&Jyx)(!iIM zEho2P2A8#lpm0NtZu*QS3`Z7*$5x3XQyTgqqII(P4UAAyFS2S-^s>g5smg8a6J4S^ z6M|Btd`#k->dhi(gg2EG&jGcKI3q_FWiGGhX2yDJQHOUyqWIp7Ar2GCZ%OFC=O7J( z&pKsD?D2kq#U{e{z1n@#RBQ(e;F|=`yXsMY7|yxJs|JW`{{VsxS^Q@C4Fj*=t{W1-!M5N#Uo^F-?rFM=9ap*3b@f%ghX7z= ze7a+abS@tYgAL}g$uE*-33?eJ#e~>S+nTJ-1CdB>!YA=Y6up@$SlSRJ0(eCOgGShg zVunIl%e}3RP*WB}g7cI913>Sr=nU9q@5Z}%h>Gf2bAMHGdb>H_p2KP|qAfU+>E4of zA-M=v+z>1=>$Z&`FNz@ZWa~e6Td?;lo~#Hrzp*mKC~%8267w0=I_gItW4F+Kz!6Y- zP@2+R@-xAg1_-;kMo_+TXHMumZ_ZX0Co z-s*<(C-;Ecs4YBc-V4Rhr@@YAPpuxPP?M*lHMg+0yVT3wedExC0FDKcwj+ABAe(8* z!W~niSMC;`!2N4U*vx`qmVwgnm)5?>jF(#J-Kzs`jS|zOFZsIkpPlF;;p zS6+pMLFUZT<#R<~>$l@p)-zJY;uT!|FqAOPpnH{vhKzgqW$Mx zQn=!vp-yiuQ(o&WtXl`gt1XFg#YQc~&v49TqATa{IvTqUnL)xC4b&LJn0M{3r7w%} z63w=DX||Nh22#$|k&B7Diya8^<2>}Go?JEC{KsuT$*RF!m0b+&?}F+<9z%sgVUiV3 zbkkO9r>It640(HW9qrsshXkr@XbbISGfXG>^1yL8ZG5zkhL}vaKCAwz`~LeALRv7$ zFQKY1@jjeYsEa)P(uJ`*Yl?9vSr0}l6;N&P6Y2AOoqMxlJtKZAZSp)<)0w|&&_bI) zT@h@R{Ay+r>ELHa=VYx&y$_sjJkbUuUHarIoSyz*6ctV#2TM85zf$M02$%Xx!n}=U zzNP4mZ0O@4B;Y11uaAgODk5t++i1I`a|L9z2FW?2bDk{%p4lC6(qo}bFM(`q3}Jj* z*qKn)+4GOUYiG&71lUEcX(&P*f&j28g_L5GmZ=m1iF#EiQ>y8L6azFq1-3)?au1?{ z?a!~tXWYf0qKPsM7WZV_%9u0H;~X1lbPrd*TA7`@N`3Qq-HCt)j|VYXfHpk7cKCK{ zNHSP|uGdN>sjXyYKM|v6lxO3ZT5wAOP0QcQaepYn=xxkfAFTwLn;0n{rm+txsUWk) zdbdW8OEMBpvdasq2pDQ47#&&r8P>lBg-ZVH3v|If|3$Q!4n%gEX_1A{*5RB>X+oF| z3Jh6;#t1H2>!~XMSE@UQC`)(r#?GUWd_%t^PhK4n=VBOh@ zDK_#^9Xw{(%`VPh<4{1opGp;nBl@e|!~e#Ec!|2@1Sz+TrGGJV{q;&@WvrtThczTv zwQBBoZ*k4fUi8R?6Mhbze>oW)Q zVGF6h+)GCCiYD}v54mpL)I`YomFT_yq__AW6P{>V>Li8g$SG96Wut^akIB24$aoZdn}BivCzn{Io-v@Ai(^taaV zKtCQ6nRrj`pOxMf>ZOJEv}yJIl)>0AgO)3`^tO#J^Rn~&N9;gs87ib~7~%=ks}d)@ zbf{*#0KPlL-dxlJI~<_vka1mb{kw&rXP2DR+TV7bU-?~?}?9sDX9IgLqVTf<;KNy-o(;19E{ zfebieLRUM#%f2oLE&7QS+!$&;4JYSeysLHE82+Z!Y{qLac6V9{cPaPz!AY`X^bV_@ z$j+M2J(}sG5ELG~&!npHGzik~)6!XLfv^FfC|v?>ACA1?`wLP1U`_SJp=0FhQ%>ok zi(-b!tMUyq)IYcNv#&MvS6Q+7#`S~g#w8v?W@_~}@sZ|=u%`j8P=kf?$`&euMHWfi zzU^bJMpP8xNgz-sU!YljcP;{-XA*X}xu741xS~_@OjK+SGJwhm^UHP`%T%P%zuNmk zPu7vg?t6Kv8W*S`MH&3#oex4AHm5XIiy zZVudSHF)yd4Qql2J6>)=v`viSrP|$2yno_zB@|w#!7Fo*SrS|oq5L=GwnISUeua-> zipr!bYop4EvhB&H(N3keu1+5O1wvkxow+G?Kjp3#o>KhyyPo^wrIm!#{=15gci8!R z!qw^V54jxa?#Wfr{$n+&P%Bk{uxWdSZmYBddV)QLd$K?9Zsw(v`3~7=1>#pdJ}#rM zjnNQ_jQ@^uQx@dF>@Hu|#6+mU7~nHUG5yLKH=4|9Oa69sf|NvPe15@&Jt^MnJ?u_Y zsrs`2N=ToX3YlnDIUM#m!~hsXnaZ4-6Bj?*d&w8F`7G!GCbH&|>*L_l$mu)ld{Ds} z`Uec?VN`x|0y$)oW~;0DUSkVxn;F>9jjI@8yk9%>PWU-I=iymAhIDB(yJ-p|$(^Vwk)S)U!^Lla|2>CB6nQYs{itq{3~9S#(a3K=LvnU54|j?++_BC|4=Lc%5`zjT1O>Ch zPHKFi?+DX>)(kMH#=olQB+ z4D`CieBsvP2oyZe^I8b0*>CcqoBo1^YC-9naqGVjq_*wRlO~n|$PmD{LuR-lk=~@% z$rIK?>VIJicW+TZQk%}gH8b3RvH0P@m>qX+;w}D4gy1bhx_@H;Bz2?|S%;E2NY>xp zj;(!9hC#IgS2xqvQpXRVIGJ=Cqxq+RcitSWHqE}*efY^Pp->nf@hxqNPh(bHHhgQv z1dawr`5k>4zSi#|Z$7LlfKQBD34HTda(K0FF=Ig@#AVzWk3s;@38+|tf<<=?o3L>$ z*Moh=Ct94c)$DoIua}HH6+K;l|NW}LjN+_pF#v0m6n3nZEFCZN3p0?G#Sh=%8Xq&5 zoXr9;IL}dW*NWedL0emPh6V#nr7myGs*09l<=mo0^%21x?p*y|_&bdh*Ko4pwVrl~ zyKF$%j1#^hLqqoA?*vM;dfSgp@-{Pi$$rT7PQSzR$c2(GGok(+aX)HR`)=~(-78;H zuJh(kb>^F0rbe4F1Qv7oeWzR*`r=fu(FBw`up5JROE?^T6yyXuXp~-vdnZHOO|N5taG;Vj z(W)-wuntNkzw7hSR_syab_LHTG^yw$X27klmIihHxn5XLMW#He7?6ebLP!KEaX;*V zxWE=$>+?eb@?PlghMcC5@cmRo<1(DMxJJ(Y<;tTOh$Ww|t*sh~1 zPp)%eV`H^Y|b9_+(t9`{4W^`;qQY!i9cB#C|A9 z0lx=cnyQgt*axm!Vx zsNd{FXp6qENb$9HonBah(0BYo5}6C%p6PslEAjH8xhGMdLnFE_@8ad8CyVjMU6oIN zp%e+u;Y@jnvZKs3_&ct0#x%3!6p&QzZ<9pm4ctLGnn8}&!RKntfCL|>5Y2QpfrS`C zt*yX5AYl>V+cpyw}nv=1UC%6Lsg?pB^@i2t%x6VwE*^*mf zW~b%{u%yy~_N*_{-z{J`fL5wooFrlTRLJC2H13l!ftlt^S2Uey94DL=ublUX7u~?r z(Q#UpQ~SOa&XotK%_f~0`%hj@R))1hjA&>%&N*PBG4sq)_|bKG7_X3d!lf5a&to_$ zk}FUgW;{!;&>w~YCd!Hu$H@5nUjiw%R@hnzHHpK24JF=}D!x1hg3T`ratSDHIdBTh z4N`^&Sm9MsT&XU@B98GO&*|VBK@>0FDzP42dE&|7Zh)Da zof4X&9iFuVDNb^8#ip{1uR4bk7KK4uY!87s5t>}x5Bk?#qF`r3m_adZl5+UKC92o@wLZw;T+X_WOi zde0n{flbCKQ_i6-I-Eew)$@UWwE+Ry04W-R!YbLWeo8?>1L2IuXzhc%&pa<%&hLbI zyQ^%N(VzI9H*FZ#7Oz_>?#^=a7L^GDG4@6}BhknsCc-ySaE6;Gv7gKt9k}C4EH5s@ zZ~+GM4!}_FMwsJld2)Q8v3)cur&ds3fnJL9vrigR-Xco6KW>#)_D$+J?=D9& zlr{rwA$E*7__B2Zj!Y2p|4Zg;jaGeaD`oiG5^t5i7jdC5Q!u9|9Wk~~NGuH&C(hHc zn5TRbZNTllDgw3oo89qG7*N1A&}TEUYKw5jeQR37^o$4Zf6NDJ$(0WlSjWtUX7?L|BHxILhVHfC8{gqFk6| zr>zO7NpTnyV8Y4SqR(M&^Z10pT5o$*xU0uM<&O{hGYA)BN?bwASoG7rz z!Td8Ot!W4p{MS9DE5@J9%+)w$c|?T?1sDB;!HY)}6YH}ZPTeqQ?7&Tp({6e$%A$zV z2iG=?U9QnmH3Fm#&{8bDfN42!in@x#{M9|6gS2jWuT8#rns?Pwd~3(-;ML0D*>mgQ zn*~S6n<|Vs#*wc7fJFQ(ipT-Q%)kNtkeRvqM<)9jiP!u!+XD#M2P=r!PdW>p)Fl=? zmsjO-cfg#uM|v-X81pFFC!!M*_u0?XgWyPCdED}ouQ%j9YzLQ}chSls?XzwM0}b#P zJS(ZzF;7z!ZT7;I9cT&%UPn}(Af#EKp*#z-4YCr;h$>9K ze`01MEkztGiL>oj=N2Z4|FRushw-_8{>1?02FTHlLr>Dwsy7}oc8pra!4Vq;*#Ddg zqeEl&@?mw|qU^SJ0djq9DxvzfRQqc2N6l8dx%TrS2@I#Nnobn`XVp>rMM-}nm@s7Z z&X7hHD_7V*%+Q{!!Mv8!r4V>-Dp8NhRFFUdxN2@q*KnKXx~UxH%LW#J3I#BLrDQmr z+r7xjhTU2Hx+#W^zpRUdux)g9pYnh}#b6eK_Wp#-33E-ps%96=m^F+5qqUO%0{d_1 zwWMSG+UOO*xDlj_JLJ=&Q8gWfWo&o{(1mjSVi=-Q)Kfk_iW6xo^EIffsJf8EsaG&f zct;|mmI9p`8;(nf2kiG!I>&70THcq-?21vCEx{@5wkf%#rc7$IUi#NUpPS*`*sre+;o*DZ z$7v=q8YZkiz`lLLW%5kB{pq&E>QkyDJ0Isbl5+u$a^SdEm!_#vRUBb(X%bzPfYvjL z7_jwko1No6ZrGiAnz8*xw}0h&%3ZgNaOPfkBqm$k4_4HXb+RrT(CuiLE=om^9S`dP zSxp)kIzYEF({fVNS-o0cq1;Tb|7r50tv}ZUBWlTlY(qQr&7RI6&xW!Z3tkqItS^fy zbw62|#3MD?`2DrWAQLF}^vtP<4DxT}i7KJgAQVQkO4CuBM(oEcQQJ$#Vwtma)}s($pKxBsoC1^Zf9e5}Ot8f72y-4&sbvb%Y_{)R!3{k%v z_*c+oXG?BKg0hRu%aqH1Ja#|mjVI3q84d>*O0ZFB7Y|SzQh4*#(<;ZtaIA%p$#*V{ zx?n>KwpW<}#$_w~mW_WWL9;!ZuF6vOjG4FK#?<59<+E#>+$m`$P!7whjmeh}eMs3P zG9BYY!D1?(8q$W(A}g#(+Ekxu>)a`UXPZ-wiQ1w+9SRL7KXqYXkUxM0L=gFtWW9wy25a^j9GjNe?D2p=rWC=a zz9>A@Tv&pn(|xXh<>?%ioG?TA_u0bRg%pt2m~FM-^#T`ebjcGs+t}rL1iNkA}qhR}xyM zfTDAW@%4WE{&q5el6l;Q_d8_8Pvfs4!B1ITmIgf;UYj~ws zRt7PACcA6}abSdz6==OUMn0i0<%!dQT{Hv{F!j9Gyy7#hT@vW}!o5UdRD&*2j8l9{ z{qt9CI{u$c$%O0jZV(ReqQCyu@HX~j@k4%-0X-l1RnyIlmraF?g1ZM*hgp4D;&(Cd>&bNlI)?5Ad>?jdhvR0|%D~}}BHBu+$zCF+Yss_}{y9D? zV$$$4WrwkWMuW3sjooLkG1{O(Qxj%?c~Rx0XgI@Qk9@0_DXnG5!|Y{?EbC90fZfWZ zrh%q@#m0;8C}udlGKcQKPeW7fIemk&Z6dQccX6tATN1!@dQw7Lho21){g`%`lR0p@ z8ob~3>E-%~LiF2xc{i{;nxnlXD{3p16bx)36Zv!*e3H>|1_SrUm6=}BrBz;T zMln4gX~W05Y_S3eRv}+kHAB(kBzSLCzQ``9_2HlB5V1?@I-{ag#xhLSP0 zFKAfW7B}>+N&(p#{@2w5@-{=xYvDNYsfi34Sr#F*k6kqNygoPCjL_-I1aJgFIRewd zBNlF&tDa``oddJ3Z`I?@Q@~I0e7DrtOAwdzMehb^gg!^M+#Ju4H;P7Q%4=L0Sb462 zrY&wbm!k2YaMu@YILpd|9EsW&)(TPfY0pixxZmpXbIQBp`}@Wsn)6BL$~dj0aFrI= z0Wr|1$lrgv-oyKb=(a#BMaq~Sfi&xG?J(o;4$WW-Lt2Sw{ic0IL1Q0u4>Ca0Ag07~ zdgu#w5$DGl=T-+j^zuA zq?Gz&b$~TF#bixnIEkj;flsl=v`<+lRV}b9N@W4$*gm1p{sgz%1D%r}3g8id_q0aE zjI+bJQ=-zfpsRE-D5ICxn_zg0)~{VJ$Cm;$*};;o#mni!vj-3#jVLdrZf4qVZcJ1r z=%A>w%jLedqPIBypz6Dyb)xZTS1?zS(xP$Mlp zGXAv2>)EPwlQF>zEH>^nB!m+x;?Ap7;?3l^!>P7}z$zSRo6EGpIB7uZMV2Kaw$u|! z`O-F+?l~kH~4JVKyJm#a4UD{e{U*uah746Rf1eAAbl0xrrsqjqNtuKK@IF* zdY;W~t6gF9LJq7g#b0txd&-Hgqrg2S-6CP3X|8Xo@+msm@Z@l~e0brCFb0?n2pW}n z38RzETD;pO6CiUfIu`%jhEUIXr-_|SnZBA!z{--#_GE-q!`*>lo(95plMEK>U3%1~ zbrMx?Ho6P~^6u%!)yxmPC&lmoLBi5;k=cZ?Ux7+ZGi_@H{`JAqDz445! zWF!16ImA|xtSCeQ$BxTiA}WJV%HpQo5<9~OXSt>%6(l5p5 zP=QtkU!>q?q{hF_lNXRL9Hwv-Y1ZxdlB7ds8HbqTCJsE%;TM-ZVxmF zXYvu4VqE{ft2}jppdV%M!X<&ipv4iYcnwLb!KJ*=6=4FaWp1y zeO)$e79divG%?K2Xs2+Hb3x_jNR4frz zA}eHY#SGoR(vJF$E2WH$;m9j^>fBq{GhiN8B+FkCY4=T@o)peqCgDbMh3KOyL_YK4-Sqoz#G;XJB*QXWZdLl?N!TE5$Z>Yip|Ts71r)<#V|NIsd9`Pqtr=?D!P`kPRi?QW zafq;E``Ph4l?l@P^&{g~8D|0X66e`o%UtP2`7X8yIuOSUtDN-4?kpYe{y?_QoKB4! z$*vZzl?#m63iy|;==>%T#EBf3030~$AJyQ1sTGI*iEVuTBq2`f4Hwx|?1d=DY1L|BSfKe}qrQ!Um9>Vo6K2L$0l z&osj(HTdK9SjtLM_hVdTh!?S+oH0s2JXYQjNsb9@Ey}$dcv*^0V-a;Tgp!{wqF@48{0bHIQv z-hmKLlilFIrz&EZI}R_U3lVExkBh#@hozz|A8VbD2>ycGiN5%&Gr7muQ^_C;Hhj%2 zXRO_~K^IuK2}nPIYI{___w?$6ij!j+J;OfxMqb7elO9RSY-l{$Wb_e#{SzQp$JROy-3Ef2!&BB6f@>%zy&+f7pXJ?__8(D!h8@5%;cKV zomVrdz59~fj4z`(1>1Sa1Hsy{UV15m;LUu0bpz{VsK2~Af>>NkCnLSc9Azl=Trkv4 zgoBI=-)oic8Oqb0t37*dVfj>?kp8Dc-)IM{E|kgtRyMnG9!3`wVnW!Gf&ngqE~)8S59ov$RLe4>5XO1AU9;26_PTe7H+-UYEWSMF;R7 z;?rjBU(ZL#gGBk;N_8_UZ0&}4!OW1&xm^DK$o2f%XqauPmBkM3sMEa=97?Z8s);VEvQA%l#&}zYsHm&jcMkZ_zBZMX@OfKxIyo z(68^;gLo6zp)%LO1;M>OQ?9X`?4oU1sWeK7uV83?$v~|b2VE!afvg^v z^bKv0jJnM*pvQ>2gmT~joz;6aO7Ji^oE(%a_tW8t_&bFHK!aQ?ra_<_Urh&A;$lJ{TSN!dgVyaXuB2Lnz-^Y0JJ^Yx6ggA;n!E?m)lL>@ zGDDwGbCq@Qjl_ClmPQR+X`n@fBcqCljqak0-cu&pFqB&)s!5|r9AAe|umGzPNeIP} zY-Mfy9W6E5j5KBaaUobLbVgQ?SNKn6pLFa~iv*t?kuzBqf;2tkZN>NR*KARu;k-Oq_l^GGuUFON&=K zKLB?A*kfCK;a8XM(+v4$+5C|l5M=a!;Y=e*#uz^|6$gD6tkzbgkDVB$F6A)Us+ij9 zIJRXWAz_g2tBXmoKR8wfd$w^(J0%JHsnx1qMB}Hy6o*1$y7cu3D$MFw>b;kA$afs- z!b4gbRfZjTx?}9`iTF`#Hy2K7Cu(0j%{ImWTWS>NKBLNmXfcabxbKTUwp&V~#4$p6 z{80Sf6Kai|pb^mYIY4nW0+G-$YsT z>qaL0El17S^(WxEsPS@qujg7xLZoOd=2IGl>jgqG5Zo3js{EswV^#Fy()SZ3zn7u) zsPJ8dCPOIuO3w-ahL)0MHlu1O)4lr0GP>1a2}f6>Bek9^C#;0P^T@p58L5!0pNBH3 zCaPe*{}xHZ!In3Jrbo6!69W{cugZpSPTXT?%rXt8l)wQ=>K9hV-1u3bvQT>Qm`7IC z3R>^bPtF8fFCJzH5hNxj3d+36g3xNFq6G|yzqEcGVN9mcyR<(<0;{BY!qM1EeYDSE zN9y^!%fzhUtNR|~2?OumtaAHIIow3pQ(czD3b!b!^o_xLtO(Ar5Qw@$H&op8tl1K` zevof$yx~ennh1;+Pwv78nZE#)T;^SIy$R-3WjLqGTGU-hmaV@}Ze_hXi z%cHM}GP)nF3*EJ8ns#7L3hibo9W85zp_pbIdsoRnwqjoC9?ihRBwcW*0v&Ns8}lKW z@HaN=?faJ)85gEZ>MqA`(W!y)cxE>KVVDGHVZhuj$nELn?H}fu&){%n0g}VR z(sHM`_-Hekf9RGV7aIARo@zM#R@5OQK}D{e|L8Uqw(;D`iRaO9=-lgO0Xx75ho-Rb z;tpmYLfc@7ZoIS3G!XYHS~Ifd-fjiv3W=BDr)y%Hpvc1(hRuz*ey+n6Khf-$risa+ zYa}I*`j3G{%x<5=*2VJw{DpzVoK8`ODH4!RUypnc7+$aV8O>&FX{EVS1{H`# z+>p*?gNz6!Q*w)hhqI!;j_GUrj&GrT{!BfXJB4yAX{&`=?MBV_@=A?U#XRF5v(6;s z8I%}c4pbfaL|gXhj9PNsrYXUA?tf=A23#DF!_^nZWk6zs4==Ya?8^)jQV#6b(jJx9 zBle!BNv)B?8aQP99x&-jV+16)9QVm$^cuIou~=Z^FAm*`$U;Sx_md>Zau(?<(w$GA ztCO{%LHLE)_ke%`EvI9dqI%pJ(_Gb;ZGc@mlFV;R7Zp`0(ynr&5kNwdmY@G+oPkP{ z7%)Te{oMQ-u!e=!)SkIlQcj*-WydgRLKjWZoZk%WZ`K;fA8!?_n7B0(;vrtBNomgl zu#HvC^Q|y3Xjmf%gEz|F+Se z%=qh6r(8b~$+n83<4Dy7rq{I49M>6-jt*p|e5=7iunWx% zc9Y=SkA*Gf5p!t_j3#4&-okkLO6SSJUq@9Nk|H@8L9gTR zoSm_^OoDpD-M4;nK4TJJtkB2v z(1d%YSNL(3((#lS$Mu&LZ2e)n1o&p{gN+*=YldhoqpGM!B(TGrAEN)Jr6PB4UkgU> zhdkSW4zhD{6pGfcHgK=qk*;+_;GE5`phKNg5D^#teU4G@8@fIkieP)UyW|W-yB3&h z#O6=N!1jikkG$blwDt4z!XO{XQfsZO4rL?6Zv?7z_k!V^<}c;~BHy_?4MSrC@vINQ zqE};{prSln_{tf@wH)W??UmE=umH|-cO75F=ar8$*;}Mn2^;tiKvQr(_ZKBL;46-% za=Kt`y0A1Gegp339iYgYE9b4bA_{ksS2SnE(!sb*QF8FBKnfy0da2iH0=Zx1oG5k4 z1Pi$+ALzeXi+G|T9qbh~%5SHyPsg3laJ*}=58ft;gS$Ykyj>%%rv`7J*@$!Wh58>{ z8+^acRSmQPhNt^(hd0jFUv^ad7oFqs9alUTiTPYDl@va1)?2L9Lb>|5itDNkm;5oq zQOd!KxbkToby&K|cPF`r1BZn@+@FX)>#j4l4&$Ue;G-V!X^J(LgI|s=xPGfnUt)I* zSE_(;Kxm>tUXC6(o4&yEx|kd`EWX0dhr%uAy_`j5eerAD{De^P6Us*lzqJ{r2g;Gw z)(cFuIoAubWHO1-dWAsUgk48bul*G7r|YSpUxkL<4i4azXZ!=JP_T%}=vy~=`k@Te zqT@ITDPK?exPm0;DkM}K%}QcX;h3cctOTamGhLV~{iSjo>@;O%YCvywzJO(^vCU2z zgG4L>9J*~09zM;;JiDXiO6;2y-1PZ%(vTMk;X#&+-ILh-@l~+a{3HoM%v4XI@4paL z`KpK7T{kcufhqqSb$P0lOUdOc#ABu*mha?WsE{PJvl5vo=UYHN_z5Wp+8sJzhOAH8 zsd-XpF`s7Mes}n>2vZ^-#X`r+a}|BegZ}h(aSio$<~GIdU{3y={}D<&!eLmTkp}Xm zNWxy`%(GOkVS*_h>e+24*OZI44&b|(AP;*si13UZddgCW+zUrA_}&#fj1%RC(VRI& zdasLqr~c>SciTpSm~=N**#z=mg?n*;J4rGq5N-ASIn3(pA0-r_uaQI)R4V|oz54ln zr06l;0WXMGdf*kL13z^`u=QHUxZXJc^BGN69^_s26XJCU+l=VC^gD|ocO>G+IE5i{ zMrnFUfToy`BI|MA-tE8YHsAZG>?}PuI({#IV`+4i>L*_AwV%E?bYf?psa^X(aW2j( zSA-qPLRuF{LOIfAxN=qtSFzw9S?niu^vHNfPyJ*6>^ASEwLcAS=?U{!K!(3RjV^xK zrN%c20ql4XPv$P;bKnE3i}~b zToa*jp*|#WM^je61fijS%9sm6g|Crg=!^xc3l3^E(mnUJ;)ktKYonjjQnK!WtZoz2 z+%L_!W@&N%DYCWsq318!b;cpFK)wQ2`jqKI!b6I|_Y^()u8R&%;QaLvmW6*}oXr8~ zKs?ghl-WI8q`ws9QB6JLnU8UIm5eHjiNIdy`lhaK!;FwdMir`}m3_0i-WE>bjG)z% zBO%l|LYDI|z=(^-&{KP&)-Nv^7!%6)| z#B;rHS#}w^hC-IQ-BSk$z>L`Qmx5zSJij;B7{Q*<-E48lZ3;uU{Z%DKtu5*KZ)#Q^ zk=h)-zFJU;5bOTnDxvSw;NZsRR&ld6#a~ZQYC!)mhxv0Xn26$Qkf5n5vT-GTvVUHaBxJa`Baw6l5;(VYNtte8|$O_ zwHB-HbiDN*$RBYXSZz-vkj+|mm?9Mle>8Va_agzZk5N* zewSof)Gdn308c=$zv89kbJEr)Q&TG(TPoE36;Z|%+CZ`*X^7!jW^b!^-wDzUao0Z^ zpO(1T-gdC4V%KM;5(FOHOhGtlZ_w^U$S7Zcw>aW)f!dX&9l{XzZO1WXp+SQ$8A8l( ze1b*o#y0(ih11DaUMNA-APjRKP5}Y?%c36eTO0MAoHj)-Y*{`5ipIQIxQ*>r=gyjv z92uhZBl^tjUq`eu%Y4P`vCx!j@(SG`;)b?HMR)%NDuD3syRe?27k*?XZcY`w3t8{E zT%M;EzbSx-(=gDcHv=Lhj7aYcXPAYxl$D5}(m&y5MfAj*H*;=?%N$wHKu__ntWz81 zuAP~8N{C^qvZ?t^F-VRMAwEufqwOu3fmuBdr3U{1ntbqs*xYCl<9o&Q8mL4aTro2g zx|$j#7G|_eBrBo>uBVa)ZRv)W{RTNFZ9Zy;3fvs%w8C)N*TOqD;rnr+Y)-8OM7y`T z@k2(sElUS|U4R_8xviVwi@lmhBq?M}m`GkiH=q(^gbfYBmg8KkZYEh&Pf?FH<6ivJqv zo6bH==$pe2Nzfm${7FW`(|;ewn{uf!x9D_G3hTTJ9+89c-TOWz*oTGjfDTyU3OE4k zvP~}i@tvBNWR>#1UhC^ro0F|p+nEf!__teg|+|AFXLycdPGgHmHuCn#mFvIP9NWNK>E?X|C$Eo{$kOokFLziM0pn zv5BW!-)xuAH7L4M&ZMg{@5Ml$d`rAGl=6V%8AnYGyyd@P^mV|K@%gZj`zqU(^?ihP zKKdRd9QT+B6)K2`T$!j);^*R`0jXKo)jO1G>*PX2%YZsUmc<|zU~6TrjuAB^9)BO# za$`?8Ip{6=G3b?-Fl(~cir0PVEnYUkEekP|7aidVi~la`I)e~YQJM~GYd^T41TmjG?)&>^ zu5-!+n;p*Z;KZX#LV#I4QC0UM9b1u6&8`->u|i62atcfao)LV6mFaHXPMts^6%Ga8 zvrm*J9%_5obG0AZ6LV$NQ@ASeusaIn}Njn#g$x10FdeaLC) zVjZ&MNl>%U)A_GEKF5c{cJW*90KEhM8paw-<<$g&v?IE|Ac|$%jwdC5CcU4h3llqv z7d>e~UgM%w#ELYUZOy`Rf5dp0yMDKcz1)$v zjYogm`TuqEY${*<_N=XyCyNp4%M3Q^mEr2*)L%5l=Y|7gA?Bvw?q1Qkj)k6kluBn45}=su&4e(Hvv`~0 zTb-e32X(%Eb=f3Kd0+LQzFK^V_<@-OvX7a2QH{^U9&E zkwR?^a(NcA%ga(Ax)1QvHszo|RMWq@RtND@k5pptA{D1#>3lQM&L@9C>Ol$~># zDDTuLbQU|u2ElLg7@B0ngz2cUSmuY8UR1AC{nC8-B@C!Kj=xt5I;og{Ytvhv&LC_& z$KHATl_oZflgHzv(La*{ZHcm+h%BkDQ(148w`Bx$@j)`{`+0rqe#vp207%2(HY#L> z)6I@JhR}G_;+ntq*MA2o1ddo|25Z~7q2L4l&ApgRg07hLczq9LO+=CCH9!*=)h}C* zd+G<1A`ez;TmbXHih;y=XRris>qz)tRJRx2GR4gg-Y^F4z4sj7qELWgCfqk%T!tt) zi&?{2p0`4H;XEERD{s>^(?~(0>mN1}nTOynFftgp_0RdT7w5^&jDrUacL?L@gyIY( zr56976HAS~Jk&1^kz#2z$>N6sABOu^IYtPKLMmN-}c_!^a|B1AV)w*ONFp63oJPJn&hBc>dE|A-!Bz=fyZgWG}E&0fAat-J@NodDDig{BGPe zp)1Yi`r+Jt6^Omh%t5;EH|D{sRZp6Ntc!N_9MtS3ip-R_2NZk$`=W^Zb2gg|mcpE0 z0WBAVfcTCTTn3$dIX5&T|1<0v>ppJk%RNs_2+MNI@!gtGF7dSQYy}LSdSQIf#+2t;Q zwB!{FMn<#7!IiWD5aRx*(R`=21K+Mg6WtMp+l$%ld0>6*=wxzV3Og^b7`?{%SQ%3p zp-I|)`pd&#KL=Fg??zH1k83}@56525vX_khP&nREB@)MH}+>h7?Td6SdEN8vE+++b4(c)p-}oH?O)K+6ftkE7Vx^K^FfKcF27)>Iz&>SK4lz==hb~&_O4Cye{+iPo@`szWAM%ceu@w&Kjnx|{)kaSD0!WUWl>3+I2O>|c0Ep}nGvdb^n3}(C zTUE6-yCjqCBRqsqEqKMa{P+AG5bovdI}y}xJAPBG>eWU<9cr*=J)Uf_OX270gQXqD zGLjFajCh7J6E7)RE8;*d`!pDRt-Hpv20YA_0K?24K@pXHGRAQ6$sSb`Cyn3&&`ri1u$C=I}3K|TS$bkS^H! z%L^PVK`mqDl6M^`j1(ChbyS(EQC87kOHZ zYTKiOkZ`%=9NDe;BmF>@M=@UHzK2{Mx_!aK>!=?pT)BsJh0L!v&MR2Q zwQRn&JBG;BhxNz_dMtfCIU)Dr=zIFsmIxrjLaI2W>#NGCceS~Ffo?*3nhdYsjhQzK_EFBTYZp5NYp9%z#Pp51A5m9Pi3j)~ z^NTyhz(Q1mhN5HhzCVSB#e&GkZyB6WNj*+TxT@_cTc**q{b?2B4%Q_L>YlY zD8r7%)cB7z!Zmw_JZp&ya*#vJT5iL(L=RExH)sWTPPfGc&;S|xU3cEcsu-Itelwa{fac ztMoW{xPhWupB}H3-suO2I;>|YwRnavsE00U?l|V2V~UT?NOy$G&I{tm4t`0-Mih=m z-EUhMdH0MX^6Wr+%riWxwJ~-oQDHkmx|DlKCn%43?*pN(toYNi5ky~&d~dNOF}f^R zl|iqL7pvKVS)JKM4x>F=z>2L`>-xC$6vLnsoZaj$x|XKR{1Ozc2O)|psHe}^gZg)a zFI1&WwhKS5c3rwbjTyd)-<;hJCz+ZIoO44#t2IG4j&EG}-FbXjp4&N`4zPByG;>wagVI;vF!ZS5l6XaBXaiq7mVk~VdogwTPhlb6e;&I*?hd+P8+a&hFSiFOIU+|~amU=j2)j&3#tXHUDtj?dnqr0T z^NlDe5FwcD>EREUK-5xAKELq_^6+*-Eu~dj8g11G94>@62S(&M)Z{7>stspw`)c0< zaq21duY?r!=qvC@f^neP?hZ}Pz)5So(VUEg-6;y+q-K<3;_MUgVOs^VP&B8;sY&~- zI`_qoT+_o?3bH|&Q=ak(Fm-(!g`emQ%j5PBMJyJNgCwYV?rI;{;;Q@+19Q`>Zm%6S zE5mOrsI%Vl)vX7jhE{x2*b`$nU^IWF2q@&`QNIQnoneMGp4Z%1Mp<4rS5(9IgN;fk zr3~kttCtN-F&QSY4nWe~cSSp{?mP+MOe`;?eFEty?p3;{o5r-x%auKOiSn#UnUeoc zLQu~-FK8l_ThJPf9{riA{-$LS)pFn)-Suv4zzs9__Ecc()g|HS#_s8O=^MP{txD8{ ziAF@{vw84BdW-utn3jM9I@EwUcgEUiVvdOaOP)Z4pGO zqK{&%+WfEvt(LNcoVC5QOw3oU^qDX-qA!p0;SCBPT;nn(wBC?x|fe9;SZ6~ zjCN2_b}3Y z@7GCSryBn(5J%{$v_Oi04@{_SM=ySn2-gN`wqmwXp)mB3-xlk4dh$Y^a4D5f9~${vmCsV> z%0O0*5tE*Lrn1kPlJ-4!@OOQ^MmoGxs!CDl_>NuQiZu@?#ieC%dM4XUlT8 z;CI?7wKM2;EG`=${(ixWfwmC9FA_dE#Xw?;cOZtz1`6r@qb?47epuvl0G@d^Z02}~ zFr@6qm=Oj7Am2?vx}PgK&|h}*=NF65SGYVImKFhBiOZh=_iX5!e9Pv(dV)9 zKRuEt0TranooYfN%IFV*C)k3FeV2cPyP%CL?txc=wC zL#&6M>Y`(UO?fiVa!}X4=*Jsa7w@4`VXa{3rhw75YoMggu_swZQ5lF z6D*vQp9A-sff#GTg~1{DG~?0D1+Ip@4o!)q@b=@}t?jh`CVp~#s`7RA6{oq+8O(dv zCz8ABRJU7Nh#G1%r$k*AZ2dxJ9!E{{dXw*zgffqk|WvUv=&(h$>XGH4dI)-QTdr`Z%)6%SN=Yb)9lu2_j7yqA*ho|+|;Ej}GQVL9hQaAx#e(%Mh!*=!3V6+0yRVPe8*!Tiy z*7m`6b*~4Leug%*N;qlid2#oU78PamVnVdcZ5(9zqv!u`ynuKxTxEqOFT9Dh@s8mu zB0n-EBT5lwaRe@KA97qd;FDe3Lv$^o%WkmhAWdRe3V3RjyePCr#Yl(~j$zEB2czY$o$Xk(@IAPGx^`3welIojg|sDzD0Y*1eTn-#skEAu2oKAr=_^g6 zfj#`^Nr<{wWQMn^@v62we9qZ#(Djv1?Q}7IM^hoc3?lzRC)DVUCgkg1G*IwuFBa?y z{Ghj#DuU>eg)BJrJ;W3vXkb7Q0kxiC?e~wOs5r-OhBW}{*w;R0OjqPGVdyExY14?L zAC|&zL-)Q|sFgkAWO9MaYae>&d0)9SZ|AN-YT(}4EC5YiM1<@PA})SzqlVdd;N3Re zd5u$57voJTL}zxUWf=kFSz>YZc}b!W*(`rw-8r1I*ah(l3TUF$7F8HRH4#qfzrPGT zzl`&C1mQQXIO<1UjV|Q)1i5bNNrnr9piqPQT>t(Zt{c_RK7PT|P~E7U?2=J`N$6Wo zxVIX0FTQ~`z^S&<=7lwNyqGK14e$@OC(g|^Mup^NDHYC=e41QOH_}ncEKI`?s$u2! zI2kd+hqw>xm$POq4?Pj+YiGLl9Ko9FB4TJqyZ4!orcs;UaEP{Gj-Sxd^1xc~keM~v z70>_|K#u6Q}`q@iZ z%>Jtp$63miC7Ln*!G-9BJHAB)9_|voG0NP2GPq)H87ZxaSJj}HZA*`9EzvkRf(?+1 zzO0V%EUc*RH!wddB*ub7=D;ShAaYHmIO>F;83%{G)nMfLV1)0{xEUs<^%rBBG6XOuSKdz;tlbCL1BD&P%xV0}&X}QB&wq1410; zZLAkwj;a7hMITdzx$a|9gNG$rWb-(64hr+Pg^z0SIXD66$19xs=183iR8RJ1F zEV!~?5vCW)svGUYm7bF3mrtY%hQWv?AGli-_a+j1bWuMRnY90Fy7^0Rk&Q}s`r86y zr#*psGu5szu`o{w}OrD)~Uu~)dFpnG?v_ttBV3Vdsq_B$QI1tqjS zL0t3qJoNq@#Jo_Wppxe;`xZJyX9x?17R-G2$v6{aRTK36d(U{N@5b@wsshWf~&H*ToK=H15B&Ea8W(bx|w}3xr~a@bvn+lU^~;u z?$~FSwJ*pD9N>|m8)0#2#1jeiZI~WbRV@2gf{sX^z&u*2laA}>G+e(`pXBy~XQ~x- z3cm1FVW-N&=wcdw+OSM%MoB{YP|A(&7~lUcvOa3E&`}*feOk$se$FD8)g9ZG~NGCFarLO1t!mM z&O(Bn5-6!XpZtO3ClDqkD8kTm61^R1Y55doSF(eF{xX+Sn~@h2{OBN}3UFb&Crwk4 zv$sdzI|hX_PpYTa+qj&zv%|$VvdN>Uu={+2y8$FHNqn!1g4nu(%+KH``L*Id8Njb< z%(x~s(->M3@;xWq4wM>_B+N;1>?_u|WRtOzMqw03+XKT>!bCSQUooM$j0B&}4OM*o zzdj#`7^n*&z9RYE_M}S{*@=uqu$Q?Vw6DuWFf)%PHCaE|-GZb}tx0PDPbJ9f$+B|DWMT-?+kV4RS zO^wn{g+d_c%HyrA#N)X2x@rvv{+pfg)P-xC7XMrB{w&}p%6l-PI~jR1=F`D{$^5(y!rL+h7qi6%yl zNL~oI6n07?VQX$n1KEo8A@(aO_c#f6g@L49N1+qPan&=w)*)XR@B4SDt4Z%nj%|6Bm4vH9qW)adrN~2z!*~OM#6DSIf6dea?Ztf z!f`(xt1Stjm@%Q9^^Pm_YG(9I_QKZ;QnFs3a7F-dQcGC2Y3bT=>0JVoA#1>oFV+-V z8wOM%6XO>_m551%#h88{Qq!yV37zcFx-F1TC~=~1Q0I6Xpv+v~M*>E$Zh~Hh?j|`43)5zM@omY|fDMp{uW|B$x8(8$FKz!&(@+OI95Z+vb0cOHLTw#JB zEhZ$13q~&A<6p*OQ3712M*44$f zqdPI>O;pN$*xP5Z3{@Xar)fyN9yZ%lQnb@H9yJ)FT$#-Jvv~zMtOgPiU3RmOfCYtg zjkrlpGo&id#B)IAG`|Fd;KXk^p5YH5uo)e&UtZfr>1Dj8Ib9sCPr*rwBs#Sqn#kFN z2^4p(Ov9F2TX37Q++8JM>|9GwO;m?Mh#)0(PfF2N!rt(Xv_u3sPYBoLT_Tuf`V!c@ z*I#yQks)g zMumNCJ??dAKuwvt2TTi>HDHnl+6h=@P!z6NRn;>2@okB)0d61=tCi7cOOMM_*H;lT zn)uc-K>Z(<#yd>M>EP6=50^8v9eA1W+&9QZr74Z6hQQMk!EO0#Nb%@K739!WO4o?p zzdCKq@U#v!vf%l-p~ltm$Q)!%kOaSAl z{6qd2E6d*GQEEM9M~%a5&7N@5WlYv$YM9iJr504(&SiXw)4qTSv?n!D+WrX;Q)z3$ za&tQAX2VzA(TvT_qE6_qrX*0~f*UQBc0S|mHIb90S_%JVkQ_)P@SHJ7o6O^A0UcIXEP zzK*qe{+!#bSn5aYds@`DJ~oQa88rr}+`TD;KXKZ6l25>Diww0%Jtgn_R$mLW{!XIc z$hIcSr^r@GOf7O^De@pe+7->DN7|WpF>8Jkre<&-vft=C9B0W!9Vgykg!a--if?y8 zTzOLlIK827ti;}|9i0H)xTU{|n#GSCr0?TNR^(>}H-%z2WAu*CDfOy{Q{5$wv1*f+ z)MKy&;R?0BM+DEeMTVc|;jDMLAimZAy@~JhQKUyIdg-jg@rLf{$Vq{05P<#@M(`A_ z+aisd1K`kAlmY#5W?mQr4GAh7(OoNpA{s zMISZj@7`J3PN@(3Moq|TeA8md*427^#iT^GScxfX>=>assBg*7wS%RoK8(=pThK+U z^StT$l@N}h$Ult{0IzqGHMA`A^&OKuvqeh8+kpNNWw$jSL6fuLgA>Z=ZNShcFlBHt z$Effzu%}7e30M%#?JuT|`j@c8p)cSzbbzhU_!XOCV8Ww72Hl3CiUZ`fR+p@|DKkYn}@I{SOQyG6qU zG7z$=@ZF?N$lVg=nu>M)E;lMy4wragY|s72T%~a_co*(d{t15G$DrPeNs}o{!^)%F zh(Bqn8RLYm+VVy%RgALI3b0##Pl}3(;=xEwM9@qyn&S`gif|;9eg4^6)ECKLS~z(0 z5pg?N)w$!woZ_Huq$;Idb&7F!gqUw#QV7aj8~uY4+E$&S)CC3LYZNOS)J1YjMh-k5 zt7yXcKRG4Yi^j?(oHWy?9P$4)2wI$+Z zN9y7?wL6Ci^?I>;NR;{I6Peb8HSVm>56s2_gH&Vby6UdJ+N(hcw-y6oKzCbu!wkd{ z$()z2SyovcN&}CG0mlP5Sb(FU05JJFxDDDs96f=VNjpSDIGRD^jmX|Rl;>42QMja?Tq6=HG3r)-g^? zFoM%Dd?84=%YO*#`1SBBn-!Ms@_BWPSH8&)7Y;QG6Q>_dTgz|HB411@ZLs|EDQGwn zCD1zBYM`N_SVXG3Zj^kiPvpj#pLlub8hQRJC3q*=QYGVay_b-Wi?V)D#@{+r0PjPc zlA8lG0Zog`N0+M6lqr{|&<&AJ@+XKpoT%5c2`B+YFz6@1y`l5p* z$rqEH0rq%5I1SeRcsOtP3hUzqt>eEgQ%n}b?PsyG2f}k>Ilqz7X!H1rF7>N;Y|l9^ zK(7#3;_{?vP3}--qj}w|;mC>BmG=??h0#k;0GUw4L>kigV`J7RR3nxUlPBx-OdFpF zKo{tG<}TacV+?c>_iNiBMU_%@WF10(Uf#DACy6d^QXdG0}M|4)#Vs^I{>2u1pM2GH!Mrm}LBxa(_YLn}GZo8GE& zJUJ*+3!0BM%C$#*=)`S%3L_Z)*g0DraIvd(JBOYRNC)vOTsCb!cV2hu`E{0@i7Lft zJZ$h}vT90O?ef@N4|&sTb0*}``;05oX%Nb-DG)G}-|D&zz1TAIPPI$v&g@3MviZz3 zT{r31ZuQcXB+>xU9Yx9|{AsY93~Cgi^HjlQ#wVZ(?S^+tf+G`j10Iw0?X? zy^X+E|31F(?I(*+sfb_&*~-y_nb|fjO;jq>HC5uT#iTOKLY@UF^~KBe{B$gJ++}(9 zIMi$oQuIFbWkrA?1{zsRU#n~d^Fs?`b5RHlIponN;PVdu*|A+@CSzYO!U?FJoBHlL zobPrTHP72X=z8LQmi*@*dUkR@>uy_q4+1ikfxVL~KdA{p8D2&35ihb#pyZMyi zlmoH4?s-3%oYBv-v=dwdC-%g!$(Puyy*|6wmJ~->XZsv?Jzkt$%>$)sL8BOithwVQ zkdV2;&Ti+ho1z~NXPa532DvC}wLgErm22>y$NuA_MlS_+ofCGr9}V&IC!dL$hq~ZY zum;B;`L{0sO%rTO-ZORz)8SO$>=44Meb!HE)%J;L;``-^#xAHDJVQ;Q;H+#2Neokr zzHrCYDQhT5!WDAq4UfzXdctA}>D#@*tC1euR`#Gnf(e)>v1b3zJVHuH&z#*Q0Rsy2 zOa^kgY`=u_Hb`vcj@$^y@1Gm|IDlhxNjon>Rj$VIz;>B=#oI{WHup^H1svCYAqT5^ z+zM%ndGkEFh9jpsbtO4ESAcT%!a$W-Yi&9TxYun5_(o;C{?NG~mo+NCSmxOK68YTl z*2^)btDAI9P-OTM=4t@MbR;(;L9A0lUTO>11_(s&0N9Aa#V41AeB76EGbQu@b4>$; z2TS~r)X1)yE<>c7oc$}Csb6Rt^fn$QY9+l%7)7E};C;|oEl}ad*=CyTMKQ*4bo}sJ ztn3*=fXlsAoHh^mmFMC+?w(5=4f2|_?VOW%MA7pY;?9o52Tig?@L5C#&V;Jhu07Y= zo35s9x_?v{4+Em&=al}d??%YlVo0%cS9(rbn%}}Hf1Q^of{MosSpl*7gNzw1IA8{s z0TeVXkbk3rE24v>pHG6F0~lwtb92+24*HEHRb%JHAox_<7c2fBPh{M#zJM7snBzMs zSJWRTDJbqA!j#I8T5YPBnu=O(;l%?2xj59FL{+EPlELOo%iSPPGP%#Nc<}D3wGS}ak*MbN!n@bHZ+45zrv~7Fx%UWLr>+z7&XCcU zJ9c_bvJR_|sIF*h!_XG$N&-v-$K8Nwes_2FP&rhUDZE&3TCTO8vUYvzvs&trus0ye`%*2d6S+yw%g-~(^DGSSlnfDgW=%|bb zZbU-vsq=I6!p0)J%Ma3pXO9Wv45IEgmr=Ose4&ap0?GYDN=x@XgSdpVRxhV^&X|&?}!HhouytE4hD5 zw?)D(!qiEBnTLcr<<+?`X^__d6qGYmY95c^fAqiwkiobyK5AkUO2##Q{A#sd->N7j z&_{q~$S#66T;?2pv}bOuJ*5+tQhoaCru2@Q_Zc0lA&ObAn6Vz!>?bW*)bz__@8n8y`mMi=o{Jnn z`xcT=JP&9__3@D{KF!;seoIZ?|85rqrb-<(+QQso!Zhwh!K+|~ojg|j@T zhu77#;0Nxqu{Jk59p74UMzr0K_?x|qZbKd(ZU;B|HRVjt^I?O}2zvuL(m15hhk0S3X{n4`rOL0MLSkbWAUE>f9H8As zwbD9WwaU_WH#>WsP^wXaA#@tfYn;v60EE-%#?wyaHzL2=Z~{ zN{Bm-#)o||QY>CG$@%JTfs!O2QS>(P5Y*06Ic8Nqwp8%My-|L#&HDVOxLf2W2C91K zZTVT0`Im zf%gDdbaB(E(_cgu6o>@q!lz6u#VV=Xd!Y)N6Oj{>4>jm0FWrS!f*TbAV4owQspq4i zhwtA0^`n@Z!eimcAJN_WUxT@rEg#<-T^&pm1PH+vS4M= zJd?R>D`KmWX%q7Kvc92(zNvl#Nhdo`+mr6Uk(x_pGs4wv@S?Z*aD-mB3>aF*!^|OQ zBSkppIgA3xi&u?$IPAqr;|f=rO~Aj1w1cuh-4U=uR$um#MrhXF(=-Ol1#jbN5Q$cm zWSfd3FbR7$1%9?YWaI0zu}m%iX1;o1ubbP$GZg?3papw#bO;Ch%Xqs0LGc83# zP-Oq$6%!@o!HcwWRcwE^4FrMR#;gLf?m)!Z4La<4%!b>ZqAS1$Uj7PH`E5=a38#}{@4>%#>f5C_mxWL=23~V5 zk&V1r$pKg2z{ji#=5AR{G}|Gto#vKFuOPire{Pu5In#Fooy6i)7>ez`bY2TROSrkUQ_3?jE!S;8MQ!t2%PR(P7 zJomQ93Li8jWq7e@ASa>>tdST4B_bi>CQOP^8v(1FVpqfNm~bdapgSLG0WOD{;Ownu zQ5~6c9&>rCxnD7P2TBW8V2gvFjND9~jrJXI?iSmAQcW7Y#YUZN&V7{*Bu1X2NsEMjXEqpW$@Irp&qU*#$ zXlL=VV)s}88({K*Zr12}vP2{MDHg_lEot841TLQ0oLmLGF0-7&S3f9_bvq(%HOA_Y zeyxQ#0A@(KaroV&Ekw{%*^-IWJ{p?i0R=OV+t7vbTqOeUKc)X!Z_={=Z-pPjvDN%* z1sDUg!m)Ds?EAp-2*3RE-P(K9g+rI;B5hPwcQPxwU%8x>BUmUfaJKD!*{o#U?5+bo z1=VZNLmPvy+&+=Vhrxat5sx9%+~lkveH}o-^v-{!bX-7}?^58JLIYN4K&ErB9)3QL z;eRQAG9R-q!RIATK%=R1>bY-pqR7T4Gq*xhfT=P7qpvXl5koH0A)VLn7{1dk%&Vm` zp2892mmVuQPSvnrZB*d#s0#!eoO!snmlb`8KiJT-*0;;~`I`wn!ti^h@ci0M2!sR} zIdb`1o3)F?lpq zUB>fJ1IO&t7FTsm?z*(aMB=_@r}FDk`p+<>UINDYEaR{&xQJ1NhgCZUm2+Yc{@ZT& z_<5MJDX}uf=M9LJWG^5DTX#%-U^ss?e@!ktD?R6?vGdv~fV!MC&CuOznBix{B^w9u z_=0)O09`NLh!xnB7&dM!uW2S53`A4Hm2{K$B5e>?m*ko-q_~6EOU4+&raw~w@A+GR zZx(A6(ccWaMxDT|GbT2rbaaN2TyG*v8M#X1>o4B(RA*~nEG}E~h6Ewa3#$^phs*Yh zp2_w)06(~u(@#5zDvS&yGf}~R!%SJ{1p?b;Gg}RTRWyvZOykyJw^S^Zz$UR$9FX8j z;-=n9uJx0$Fu?!e;pKXIvrjc4pxBCOi|`=(-*Mxh6*F4go38^6N+Cp5*K0kYe8IA* z3T+6ZGyRKKdZ$hD{HQaOYXBCS%t*zSh>GWi*kK%DjI=LE6wt2aNJ2Ou7t!$Eiy{Aj zW^!$3apbsR_|gMqRKS7L1 zpnWDQCQxkO=_EQF`gyL=lsIXHIZkwUPt1m)cWn`2U6n7iJKlW5BA6Uud2dh@xv;Gw z@t>$q7Zr*s%*`vNv5b?DmPs~yaDVZ$jfSYa4eGUPPM|bDT=d$9ziCq(v#t^#B(x)0 z+v6a+3n2l4l+*y_rNw*SPPy>1DP-{bk6t|P_|L0ZfzpLS)q7>8PbU`WH_@iT(CE~l z%qm})fnbo#2wJ@`Q=|5BSuhmhokUKVJrDL*;I4R93s>IbA@Ov<@&EeH;&Zaaaa1Pl zC8(GSUEkStYFRszg`p06*BA`!9>dAPAu&fhk1XZ1V#FW29%9IU(1?1usKx}Z8GA_9 z$`(uD!PD`Dm}HxV7N-OKuo3x?ErmJnnFr1{It(BdP!cSD6oS)hZ%I!{PS{?WhD+`T zRG=!#+qRsm9*Nse4z)H31W@r9uo$z{Sa#~NB5Rje`@LS*QX|+y&IE<*4ZJeD@SH_c zS$_PUU!}S}P>cc#sQT6bR&-U(Ly9sYgP$?qc;&tFa<+vOEcY0RBR@+967%ghde51V z2!p0R)wdD-oM|)uQQad=9TSzpb1-fa)f5^7LDS{^8*IbA=FxXoO?#4N5#J_g7n*T3 z66h-xP@>K0n!PDo%~p?E=8dsO?s%_GqWC+u27Hit-Xwjf2`Tq;*{I=hQvL9y1mHI( zzLGh#Lf+vBbI<9FV#S9HKMYq$?PC%-q+4)LBX5(h(7Uq%6E*W{Gc0e_9Q94JKEr_t za8tp3>le6GaT7K?F6dG%7z zZ0a>)C{PcDo)BpX&oBEG*ingvTfG43?Fc_U5Cyj#7NjI;4;pv>4cL6I=1$mYz zMEt`%@48qN6qZr{IYK+uc)+@@jBDSUbH4#aXI|!Z!Wh$Avh5ae*P};o-|cj{0&tyU z>UuYJGjx6$hn0Lp1b(ZQAs2olB#{s-PzIe_A0DIkS5Nec3c;Xl3|?aeidY6_WLy3U zu=n3>+E`gnZ^nsTC^Emq=Dhmiv$+fq0x{Y&koR0L3ngvJ<3946`6c?ksujd`FrBxCey#Yw?rnWK|xL+*WVs|8$ zD}w)^Kj>L-kKCl2qbjG_cY87N=Qvc*f%08GT4ucGQMHX(~N|!M3?V1pn!D$1yX-6SiWY~d*4$?4`OYwS^(Pnp$$FaGE-R) zDLZ}~1yXB`NLE+Xlo+SEJH^%Vydg;KPLiNZ;`j0u1B^7lifoc&uQY4 z)sG@&2xNnzY^xKYyN~}qK!>2QBK$~^=(B`fC{O#s{>9n57SbzWU$U;ci>wt8(pL`< zB~3bsf!G~7if-|-gHs_!GD9<(IQVtoNL%2*9;3A*ow$!Jd?jj{b3-W(N0AR5FZ(n| zh03GLjW+$oa-_ZOnK$oo;x4?eph^CgXZRB|X*%K& zaI_|%FJ&MhLDPBcAluL=^M}$=_^_J=A8_0YSb_l6$P3>+iw2KQHFYu|ifo|U&nk=r zmBi%qE*HBb?D0X?~6)#qmf!hN2L1VHx_&KQ0# zM_s@#Hk4GFxBsub`GV$%vI6An@4p!hOz`1kKhJ2WTgGSyRFQ}B--5{L_f0Xd!5%}c z^~ValB|JCnq(oGd5jj7KpzH1c?pXDSw7Q^{?Ore{NfP}B0UpVC*5SZ8?Syp$(1axP z=z}_O%VK!+p7uG9DiUYsM->YE)Mz#hg^+5q#GOtOKfvEr4|bX_)oBeYWSqZtE&-F2 zYV-+!)<8pBgE?<)kvyeAl+Zvpm-zAarfkZ@ICgAsfg7li22j$zVxF`lPeMw(%u#S?{rL4a?65>>b5tH1*=(JlkyFo-Hu&isK*m|V=h-r_);GXi zS_owr8jGFf2c(BH{8e-K234>2DHgpnnXc+(xZ; zke)q%4;$+Wz(>ft!FdC(6fq)EBw+@_gS{gf%Ki;Dn5~4FsY}4{NuOH0HJu4=^Zcd# z=O5dzg4Ff~IycErMp0Kfqq4abD&K%SJJnmBZ8su5v9YQGFI04cSLWt0cv$|D{=%E^ zTNSXn^0=R1zVlZXFny403wnPG;Y@EA(;6IYS;*>A)@ibo$pTkQe~ovBaV=~h<79#tKP`xV=2>z};XB58;Ml|uPwvx{s%R9ju3FB;i9>|3*yY)S z3{-Kky8Cg|M(`KJ_x0=3xQgCeSO#gkPD{aN-(_yqa;jz`Q2I@7CV7f7H4xI*jZ)DU zGTq+X7l|aAaJAT2X5j+HN8Pj=l6A}m_#LT)wbXZ11b)m+tbgOwPCY^+!8OKmhk3^H z_qG2ygh7}dadjitu+C;N7Hi3i0|KR39y{Fj^B5q}KDMn@=ghUWv6LClUyOF`U% zD{^g!rpu9}FbKIE?<3>$eJRB3KzXSD(;SY8Hnc6QDU+NKM2XQdn_EmjO11OpdA1}CG9`%gqZG5q%*s`q)SB4a3M>os3##*IQxR}kHDPzFkJ60raU z;2}0S*;3OmwN+D?xI?q9Z6qlJUSWE>*9eSEf-kP8CaC9g!V5P1*`N$~6Q+Qq%jyf8 z-|#9UK+^M)_fk}f;^NaTLAEeQ>xMkHZ$Jj}}L^TiZ({?x!uV$^~{6f=QT4+Vz_$dA@O_f+fDSqR$Gwb z2jg%y2)as(MD{)z&ft@T@f)hX0<{_R}tu-IhP=BnBXT zJ-{woU2u3gmL>p+xciLn^oIqF)+$@6q-={*qn7HgAuqs*U4Wv8gvIJ_re>ujDdSr{ zA`f%3(^Wa8hr~UrACWAp0Q1A+ia9iqM(l#IW44t3tJl#cJ2dGlG}Zjqmew02YR`D% zg<(WSQzJ9+P^K$6_w`^+DbBv({-cf+qwRlfV}fzV>B=o) zoai0~FzS5s>jWv%rtS0-<|0izei@J5HmCJG^cS{UA+ro_S!^+E1=X7ZyVxU|R$4G4 z>b5Z!zGz_cH)=^g>qhN)S@OGA@R?DAdJ&#A4WD1H1`ayAg1!g&Eur!=(c{2?} zPE2KGpH%s0UYXlE@5g}=fR5cU6zn_nQ=acs9}qz8+5X}-Jsl?(R0uNQiLdRQMd_rD z!Yff{W*Wj*vT>ss9#9p#g?6VuS*#^i{KMhUn9po+xshle;MM)vRTa9l7G$-_t3pn{ZO*-TqQ3kKsyl5L zQ5#7{0`D{r1W8@1HeD9`F*A;3omLQzRZ30$|>fPOAlGk>4aO-f@jB@yF zY;dDT7~s;U3B8rf?=9$g)GT<@rdSDwC=LBcf~Fwu_fV=woqwg?9fl|Q}Oz0i7Z z$j%~zX2FRr9^&_1_&L;KgwuWQ|e&cbmn zem^-E8g6L+l4ZnSwgX1uusrnF2Wd1k%DBNq5Zh-^lv3WqZ#P58bB=`fQWjoaB*_<0 zJH>W5Yf`Jma{JNM(cHzog#VB{`C5QZljlUZx$rLZ0lbc>YtySw9+tso!BcYhG1ReR z?)0cxoL|YN_h8kz1bldZj?5Db!97Ge>5ia-2E!hTALwr$bu!9l=ojBaw7V_u<1rro z+yn9yhgeSFLv^%v$XIH10vMdjIi}rtkBg5djr;)pKGh+l30j0bbzrK z0S5wPNZmJIYotUgU|O=Ep@KQ|=n6#Q{xk_Sm_s5$k#?e|c+W{w&W#caZ1 z8o~u>WU&eq#9{vy65H0M*xQzLsBX^U*`Ca29Leld-vgNBJW$-V(qXn-kEA85h2#2? zJnah(rEg#aB@`5lTU#Ir3vx~U=SRtOJ)i-#)`4wAquV9)9Rmj0eJTg$0NS1%H#E94 zUMq*I-R#JjZXuQDny-nrhNE)`v|nY|b?`@GCLgC%_Vw;D1j7(8Nix3NQ%xBnGLPmG zB77WhYc)uP3Pd_1lFF_NpCKX7-7@tH7{5-JgnsJ9?!1C8)3}e@t=g%Ik%S6*9152@ zVcRaPsqHOM^{da68W{RNYkjh+1sG-T{*E|6h|Bh)wNJsN~;=yAZ=~z!>XDxFatCYfAHbs z>^G10>w-@=Wolc;tMNL^{k4sO$vo+ySjheaPvt{0f-hnIT^e%ph45Yi{No63E;Kg= zHXN#e(kV+Dm%6+auZohKT-vU9%41U?$3I{_npnU5*EOLK&K*G<-Vz0Fq+f+5j}GzXM~>9jw{lu$RlRdnrzjdJCfXll?fjctX=mam8bwDGr;PRw$l9+awf!yId=@xg-GubCOghfPO*d{=Oda zph-FRkdZ_I@Z0N%W-E9v6*VIyndZ#EuBXChBz-CI1P;TtOLL{D3$Ki%EAlF61igqJ zfZjfZMPLpIc)iF|tmwkZJ4iBA$JLY?8=#&+ zHjplE|5^y29sR9R42}t<`I&0ZGg0OZs*>0Uw;#(ZK$A6xl`Fx#AkaGm7pTLrXN+Yq zrdags53w+vjWCg2%4cJ;=E&%TUq?ISf)f*n4 z5RxA@qKAi+)y(Ab?Vxf+EKXjzX8%}F*lZjd2Hoq)p!j;l?VGQv?h1vJaywHnW*0I- z#u-IWh}ZI9cnBO<)H4@&Lf}!(MJ4I2yqQQh)0bl!jm7`t5B4r&$)|aa8XFIXa42d2 z*{jZav^m8Q;-!&qMS4PG_O(W8mJV|D*nTr2R~`Q0z5D9Q!?|Ssl(__{tj>ub!I1S{ zmoK4VLz8Qr0H>rSVNuR_)h5m;{zO5w^?l^ z7OFlRv0u8sqOwAK9r`$uXbv{2Lv0+-D77#B09b+d01p~^UOUGwlO&dZX+A+Lf&N-q zVo(_V#||Bw9Q~Xra>6HMPXz(wg>bJ^EO_YiIWFR(ROfhE*Dyn(<;E{A)%N0!9zPHU zp(+)u;aDicF-r{}&%AyXz^?sMgxupM*Bqol%HllY&yvyk{eY4}?qRi@IEGWbTQha4GGtsBoo!=O!;-CO`l4 zZ1);{w~Jt}{OL6r?CWJTit7H4;lBrq0|cd`koO0|?BNqBa~B(CcT6fy0U9Q)bcxdJ z;dVHA<>hAi8)G$XIG?#seeUePLN}(vj1bVqU2Grcw=Sj>Z^?|JyFRmomoR+XIDHfT zzP!rL(48sS@*!&g1069L%`mbs-+Hkf1N$MU$ox-5G8CyQ_S(L2mf;%(7gJu{o$r~I zPuXHi+Q>gt$>eM^GH6}np8{0J-Q=F>`O+Buy{YQ zI6@nPozOAF^~J@DJ0Zrc+RDCld=Lec&8*wm~9LC#r2Jq(fwUgT(cF zvthTo&!wQo*gBW3F@07g@MZUJcjOSWifkCFi2`^wprGb#zk^`Xx5|opj*t8BLjd-% z5$lWd1>3L2kuS!H&x?z2T$65NE#qwLr)i&(O{&B(Zx_{Y#Zs5``~0=NRxT|;TeOmA zAZ@7+j)wUR?^8*typusxRR+4ZnioPeO2~Zg*P^QqD7$Dl+kO z9!+becj}9n2QSl)|9K``Chui*HUM26C_x#3f-V@2I(w@!1-_ zkZ4{~OC1?>^W+WzFL@z8R_1wD{i16y+~pa+{hyu&6Frb3?v~WPmtLxIjRg%R4mUzg zQm~pP0R!pq3{Dg8T&UU2dnBQ0r@mBR^Z+SRgYf?jL^_)E)1F2e&hy~vNit`GE)MXp zBvO`6_AdIHNq$6Yq!Pu{b!ln*FLJMaf9aHjX`4f#88Z>-dUxtBrv`8SJbLOZb{lU8 zxElq&NqJ>#G)4D8-eeKZBXJJ18K335Q_^H)-VhZnJMv421jQ~0{96vmSI&gJ}s z5epyEuFKkj{NTOc0u~|6UJUuN(Iu5zMcyI1cEDKENdJkZSiDU%a+NYr>6>U6+x{H&zQBK`6rxP%N1MuR6a-%P9+jh~R z_!GRVD_lO*l~@cGf{DpMaNrL!*wM!xB6ebNvO#C&9I-gaKC+1b7eMI0IV(^9GiJ~+ zQFR{fUhB6m% zNY0_>$+jsMe}n(j)Y0S;eNe=s>g--;Y~V3v6WKp7e??Q+5#XL1h5`hFdc(`Lz4`r-Zp#nmJUq z=-y2G3idx;7c#pXejS|Ne^ojg&AJ&SQ%368;RF0PP0-Jc#sJTHi-9=zJW%kt5AW@P z3+~jNIK;g9GO|bb1Io_sdv?*`E2eK0*vFwQ2 zu1QV?9=%9D7UoRLZ*0La-I2CDSs14^Mv`Ke{8h7&;olE1ecx7mX~_O&gb%nwJ$HLT z97KKWw_~Qq)MXBH2C2p#Me!%!!>3Mp6bQe$dw14ChCw-(4I!njHrz$4f2$nHMKHC_ zbcc>)Rl^}H7q1#fv)icawhzw6N=WIRcnH}WoTauLOii7K)UiP(`flQXq!vH$KvPlE z@egG*hwrl`I-rf8WVB@-Tqy>hBEMML3R|~28|fWEnF>pgGD+9!=qe+a?*pZVCZXrGWyLT$ z{+75w9d~~$h;#l3w-U#sE%#naR3~SFmaeNlq(qWBuW`=ggYw0O4T=wlLZpXYchxpw z9N|?Z{xVZ62!dGS?aA3x{2O@NE%pUWU#Px4SV3rN-UA~Jn$+a$x9M;Rv->H6&XQc5 zFzrb*X)ig+mlDi)3_P7=LSLoKv3x4%PG;O>QcYHIvolX zEcXKeAS@>L>TgX+G)#_aoexi89^~uh%DbWb??}q}C>^%AFAZ*|#(vp|W*9>4!LEgA z;Uov~!|vGt-mh`8#1H|IuJ%Aj9(gM9Ejb$U!hVu>jhCmzd%tLgh_{o1>Skp|nblWf z^QwxB|Q}V{uzHpQGM&XD!0#{{OP9Q+$mA~Qh<~g0kYrP0XjQ#%gG2}= z-K2UMv3NB~^Ds$qY~H8?T2)rsAz+&uOA$R{0_=A}pI8ay^o(;Q`j19HKygDK`>aINuGDal**Mw~ z761xVj~KU-vfVtbnioX0dD;AfsT`-YA2x0rNz}DFg#JI-!w2@M^B>(tAzw8P&7bLH zqzBl5^oeiP^vR@2cmDSHBat9j8k32#7<`_H`SB=7^*QS5IXQU!XbLWZE_uKq+_;Dm z%k12ZuOyRL^+5}-$xY>Uj6nU7T89VZjalW;V!EXYkLg_Kvqw`WQz2mLl#~9>vA2*w zm|ZC(Fp78g7WW=WuzyVV$)eN3h0$1!PwNYfq+DflmlX3l*qm}cl1ag`!lqFtsu<`+ z`QIK26D9daaefs;kX>H>F;j3^O=sfY+Su)DIQPcVRo=Csmxqyu&P>(J6nAhNz_D0& zdIFf0>4@B8AD(KMUiE$;Lre36UlA2QiBm2G^rginE6#%y8FM{PM21oq$8n)pAZr#* z`k{tr$|g`$t)Ul(Vq*c00aKIWT4I>t-JH!mPI-oVYJK949@K>M2hJ|WEzw=pA=FZQ zYw|p2<%NvmA1A-x^M^fJ5KA(e5kGB^*U@2KMCnSaQvQl^9RTYxt&yoN_kNzi^`Q8{8DHl>y9H%mfo9d)jbJ)sn!u;_Ui3zYLs;_H3^Q$9>i zNeY3MnfwH>U!tRfWiYLwCt+*ydtMt0q<*P$iRwY-f4u47Zy&VOLfBxllNL8)URL%m zbrdlR^`4r}L8jX%NWtkANlytU7DS`Z4$2(_Ag3DD4xQgX#Xc`>8X%&faO^*(kyf$9 z^ozK;*i%xnP>?C~m_2Gq8&C@DRrj+)(^p|p-$dF`8r!Jq62L_TVQ9Ethu*sRhQh+l z-q@Nnys>CZ8A*_xn4mcjQ*vr&>&W=l5ENKEGcShMgjFgc>^5-*q{yTOx0z%pX<{PT zN6qk%lmry%Hq4Lx!2*rvH&;c*+`x{C^`QITag7dq3=y*mLUl~-uWYjmehi7w5`35iBw~kP4p_N$a|vLHQ|P`}d9~Vo z#K85Ru)-)`jC%T>#SZzWJU$4kI($w|7F9M_;&n1%7U|4EOGd`L(g?)NM_SO>vhkmPs>l1Z_%1E2WY-oK+RIf zVV}^H*64iAc1qN_@;)Hs(NjI3O*HZ!wcWt$v?iNuhU{nZA~%_UN$qnZt|G?*Z8!i~ zr3SRsNl|2ltofR<_SZ^dtVVVwIC$ds$s9CfUMNM#a5A_MB3jRBb`E7K)5ZS;6nqQ= z4<;v8{~Oy7Sa4Q7uQn#sK5BBDek@?L?YagLT{tdo9#nXKe>2fWfCL$JuuClM&wqx@ zkF}@ZZmo6jdcjtU&|I))qD+#wG{z%%g!qsLzBdZESsY|HNI7G!z1c4~5RXw)%9Xw7 zXCoFHX6ru?qoqG@QC7Kj1i$;l$oDLwmA|U78~I9RwpR*o(52H>X89&s+qa2~vkS^B9a z>v}Sn|G(E}7EwsyhKm)0(?EhVwB|jzf|+;uZL;PNxPu4|@_mllJ`KS zk)R%^YzLZ)DUHrm_rj{VO02YKp2OHYp~orD$w>zGDk-jipdXo(;!39WA-d}pj%>0D zbR)?@uIdo_+5C+?&_4gw?^HK|E7b2ntrCO`P0MJ~R!3loy>1aFm)Zm9K%>r%fG&46 zzHfSnWBmWl+B>%9Ur<^;996NeI zKYDWddY>KPbeC~Cmi6}F!Fegxe*hOkbgT1=5f9p42l-8U*;r$@ncfb*z-Woa@`RgL(^>+6On`IU4-|g#`9`HyxrwE&?cZ3{U(c8f3`kKj)#DP7 z+MRoD+P4^?`kM)r_;Y!UcfNSS5)?0KY14&P!Q!pr zeQ~Ln-oKSVG>tU=W-}4?o(QLHaR+w}Q0kjuRZfSVW@Nwg1WkpmfcCfKU$-ENu?8Ap zrDC)HQ@}7ZOMhFAsPJ}bB?AkswzJWSgQv#QZD`k!g#vwVRU|yX2ewV4*y!;7sNHvy zR6^?@v=IU-2+lF~KbM-$rBfbdj=|2zGgXOYXHzEIRv{N8=blPQ44ydq?;VJ{sILB2 zd;xSWX`f+-qSgMcia(RKfcC|9)2&{uE|r?OvpU9ziB_4WFHuofd>CCA|kQ}Heav^V%1V3>mwXzTbdZacoN2_|C+hx?umQ>FmY-6aq#8EUP-(d1fn@Z)>* zm5;K5cIw2)MwSz??Zs!>3Z zOsjg`NLb$oG*`0|}7rKhLQ3G9rD57pi(<{w8 zc#i#iq=+5f>!af%1!<1gVfdbAXUw}T2$Sns(%i`n6}z*gu*s`W6QAG4y(vTPf$1+3 zi1c#sGx31(ZagaPI8AvUN(kz$C#*GcK zpgQAxY_!SC#DLT(6+t%8jr33D-HqXm%IQ}bBit_krPacYGZQ$nnVZw~>&mYP{Ii*V zES=D2Px-zNio%7%F}Imjd4`^yJ_lUFIM|7kwJz>!S6i?ZT!Aj=${HKqx~YlNiJ7;^ zi(5xX%I;-4Gl|ZHN$4_nW6wa|gqOxK7<p2stG)* z@eSE}u9}o1mbT&2xQ1S}wu02uRiPlOC%|rHk1zXEe%iGR`?4)$w+UC5_LxHgL)69& z)Az2bzl+V!C9(Ka$TbU%2%DX_Eh8ul=Xn5A8ryyup|jjU3SRk$T&Q;E zestNZXmyD?eTzt|ItLh2dm3aHTVd?L5A#=3WvVSD8JS+U|SqVVV8x z_3@nZ@kjMR64VV^^L$_YH^m|S>|=S5pv{L$9D=Ys!1q620Q#Xuwq@?!36eW=_Fey1 zkR4Y_*T2mvv>?tAA|ue!Xw6lCd66M9&CGI)ClV7wfnz!RKLjeul*Sv%ZcIQo$fFB< zE~AJVX4b3?SCe#4r`7vHiy|l^nyO%r@OA~G0l)OAj2|V%Bt~i~s)jN@)tJ?yPK@NZ z^%c}s`A9iKRh-eNl4y2?o!EP1$sexYhoTFJ8!OYr7!jh=?byoHO2Z2hiU*v1|BTRL_sSV=T%`DU+Z1MI?kE)0{Pu1Yk5%Bs zc#%b$7+26MH`JB}@r(R|hsK7#ic+FN1eYjc0$s3bD79 zU_8C*$UNpvmlV`_t}!R7I{N|Gh2V*zM$)I4_F#mcd0zvN2(d!9tL)X!7!{iMRoitZ zzG|y|Y`TEf55$B*6BbcBN5V+!jew1|NlJD?NC-anQHpBeG|m282n4O+gRi}wW78H9 zs{6~^;yZBrx)LE>TUr@S;Mqp`zr+IgZDln-C@i@?=)dls7a~49d}S# zUFbr-3J@J)J^B$aK}xbR(JX93taH&w#c?SJvNp`~>VK`CHL-(ab{yhh?ydFKwe_wq2$k z&=5ZrTVfhcKKvk{S%#uJSWM5p)(plAgSOxF?3~HygJzxC3jSSR*96^Iu_3-m6F6L( z#KS-6?K8cD!SjQbi?i@9Cs;s93y0kPUdP2JbBm4A60_hBJokIB);V_k%t>%S#)wdK;!4ji?ld3dYt!jR|NlB0cugy^*nS`j^ zckg23d~5Z*y;FCvPkA& zRV&l?->BjUqb~nRc}SDO69G%yD6xwb(_Ar(aT)x{3g7qmAfl=PiVcS;ad80OA`LQh zXN9W!$V#_g%DT9wyQfB#<=?o*pG7}TTJBVl=T>l2Rey1q&P3dk67e*130ociAMBCG z!R0N%Qm;3l4|8x988c8r2fm}lC#`OCSe+CDtE8_|!YfnNvDob9LS*>!2SZm7dj7v; z6Z4gn%)nVDg_jtUi3YViNv>f`WRYopNbcC} z;RZEZ(Y4849k!(|@y-XG2clQ>$NcCGUK1TGY>=Se`;%sQU zH7!t3p^8!Qi#5l!sXqA^qwDTkn-2fKzPemQe{}5Ee!s}SlMFPWu|7Tq6JcU#h}9(` z5zehC{^)V_y#U^>?Aa8$+;tlY=$^F4uym;*ks=6IPrAqFsk)n!4n4vLMwI|IT!C8T z3O|th`_iwHN@ng-exGSi#4@t%{F(Z35RtZ{oYEy`HL%s#xofxzP57Jvmf%gEgS%9~FJrK*-R(-9%vqwVM1u2qtO~a`#2IP$AYTu{Uqe~eezRerw zYjbY(>=1pX?aP#U5X;fo=6{*LbI?m>i)SD64Lp*1W#9zZ%JFKKm&N>L6$(VXHs z`!_W@G(TP5&;=I`DwMI#EUt!8+d}BlP2-seLBATBXqwEzWGNLjGrlxppLFW+*Foc@ zu^s3B4U|y8aIadgJO}B^0%UM#HM!G@USzfyj^Ci)JHu=fR$@u-?Wd`g<=Esfl>de- zs5;Xqgvq%$8Gp48@|}+OCJ?|JV34_cbs5FsS|UFhO(nDE>m2Uu@X&|CJ(CkGtDnCE z;GW3IaYig9&ZQ2+#_0+3G`)_B5EybllL`FXVMwbdm@)^&xdbGJ8`w5x@11yB$vQL2 zPpURjyR4jVqIk9OJR?m(7f`}K6;F)iP-JPdP{NkcVGCC1*fO2ov+}L%P=DT&KvN_kB7sfEzP00f;RT?x4d5iojLBpXzg24?eMr*!s@O2h>+3tzZ z>$e?oGQYhQt=>8*Uinyb>h3~6o=hhVagO19aJbTW2RG^OVop*1nyWHCy%xz8iLOm7 z$a)ZR*^@{9EU1cPAm8m0$_jWhrB$|LItlT%AUf&+SQkHjaB7dF*3F*2(XTer8LRKI z){k;vkF*^dv5zeW^c*q20i-LS4mrr%`%zPo3=NkJ@2FrN;dI`Zu~Bwnj`5(1PpClD zZf2`x>bbY80#?fS{G~}BmtL4;#00V`-}50Id1r;0eS2si=BYn?k^_>FKFUmq)3-HHi%BV^JxY*#gJU$oy~M&sjZTf%$eP(?|RFc+^G`JO4)s{nm# z?J>B+4$mH1bz8&_X5ke|VCi4#7Q-^dpPkb^aGz#AZ^MjT?CW2XdY!E3MV_XCq_-|X zix6t6HA4x8b%f1}8^Vc-rs9@l@7P5P!Q;{M87SZM;(aAn#N+-|0@3Twbq%523hl8e z-EfH+jWbL*&30Y13L&sicXNVVpH8li+6kcN7oxnJp=UsNYkj435%e1v&^apXg(n4j z5TKKf>pNUQDKYetsd%=`-9Oc|e#`6R5;Eh=3NxXQUj}1ZkqkZcv>*NH4|o7jW|0h8 z_A&O}^jwCaW=YU-#O7F11Vfu>`9*+EY`ZwJw7f1fY2D-ug z(=SHLo5M&A<9CgzEN{#RYS<&r=4N_8h4fL(nq(BlvRWOH&T1UAWt!8z>PxkI?C;*kgC6_j5Dve%};|oLKDdx0;sIw$&n~ua#URj z$N9Q@$h(%&S8q487-)seT{xuj{l~3FF_Jpnm+f>Kns+D;^F3+WA+#@kX$ke`Ma_~! zNEm@bwnp%K8%R=7{e|8kmwS^T3E!LdR19*|qIsBBaKz(jT>@v8smlD`v8xx2bAk+bb{JI+Yy#pOmyo9jsiB6&>3LsN z!}yEFgbyq1F;Bn6O@)_FYdk&a$i`NR84T-ZAr^8$@RmK(wfoT0m*daVAb(?xc=20b znveq&djslMj2vxE!_Nc=RV4_GDpUY)%1uu$hM1S$)!~_@&-cml7c;Any{HiugB!I7 zIF#tbxvsQ(ku5sfy`0*-%=1!OfBXygd46cEn@rEBxBGL_;JhV`Y#qTt!}qEh**pF; zBg&fE+FCKqbrUzv*01-=&B#HTlbf8%K%aAnhMcz$(*d1GPuPLhMH*@da0j;#^~j5b zB~u=KRLdi&rnuH07VmBlY0zy6b_9~(@=h0}A%uM@_{T@=g=zJw3)FXGlv`^mhr4F- zttMZW(0cjZPnre{^#OWZ+utVqkV4a8o8GYm`*<;e|DzJ^Qk~^B-67u2*ntb|<8g4~ zV+%*IjCYSgkAtQtY4J!{YCXGL;cq>f^)XG?a)&HlLxqqR<6Xa%T~>WFY7WHjoleDq46N7)az}@GrdTDx z10uYtFgd~p+%Mn}HLnAX7Ou@(!pE19vXJ3C^Cedyk3eClwOZpyKBk+6?IAqRPli~a zWZ$XN+{`ZzWp(vJTe)CRupdSx2s;j^>Bq9u@;)lz0}t77=JtbS5#j?c!f;0+$4og^ z6L78{p0rUuQ$7AYbe$A`X>kVtYNX7h%wj)G3fZ9j#$mAz(Q^BEMr8TMS zi#t0c({4bW!LTw2xHnOnSzAl7zJ`xb3~0_I3Yv9~CYah&j4IQx8r;J8BtRk6sq;uG zyEM-N8K5TY9o@!cl>oN9ZD998Or_t`q~@91+Z5Blujgz*k_<@mtbkcANTv{|Lgj`y z*I?{Xx^nG}uY&Piu)i(-7vw#76r~YsY0AAB*3?yc9g({zQ{iVw|E_b7xC5&unTxix=+7c?n5+^T za_yooG)>n>XHMC_YNg*`=t~P%C}OHjgqyfMDp`@0Y!QME(=pi4a@c>>(7+OrvnBEW zFI1I6)w&rnWbUg9DAJABWSqc7I)Pev(tNpui;+wuoL?b^^yt!6qRTN;BxD^W7<^q( z7|KW^Mei%lLIxFm6NYVQClc~Vf^BPWHt|Tr%TE0k9J#{Jd9ks^?Aay}xZI9?#I~qe zgQX}HLV4uvgE*>j>0W4zW%%*(MpV{14j#5|FMX{>g9{DGk!3>z5a@&-`5ER|RnFKs zF9Xd`1RJ6-Jb;URap?B0v1(}1NIxtq8Ho((!*53Ia`ExSE zwON6AQX=;x73~%OvVkblt_UUZ`JC|i)J>t9ycE*b}DVz;q4;}%-bp?~Fj!=ywl%%0zWmEC%c<|9MLOL0&Qlz|dw+-dBFzQmdO ziHb9q!4lrdp!Qhow#gwY@mqx|XP`9#l&U%EH`2CvTV>-TAn}i3dy@=e24#N;Pf)po zRgW;%Rv*M@4lx`nEQ)o?ex9|%n2D3l2_r6L09!z$zsVTh+D)Li(f0_?;DZ}$8%@@V ze?iw!K&*DpRUp?wk@X-Gvi#Ohz9~egN%iRP-%3Z-CkJj0UbFZ7(Q=mb&U1FzneA5H z@4_krvvJ)u*+Lm|MhRXcp}LLOoZ8?(#4Q@TTN~qS$hd6L7=OPzVBY}xr8rwxC}<{n zQq2xrdwYayLEV#Ocf=iS`VN|#(*M#1CTqiN|8^HmON9a^J2Mk}(WCO58i)fy(;HWq z;OaQaRny@P7Gt~U#NroHQ9KUi&qE4IMR;_j{x%efIsv5e9Z^L(*8CBkSx4WX$Of9r z-#dzTnTM1o-PUO*{8}@A(w(Cn4HoDpP4TheUI;AZbizAv7~ z5n(*b#*Eax6SoZSFUVk@pHMj;0aAcx0_~-3YXI8Voc_&8AQuUzV$zYebmB6eYl3obT%v?;htc7$yin z_L+fJXC*$u4KDBDID3NA5r}18*71qRAHcqOjvNiYNOxM^j)K|qm3i$>tI=~=HY&hK z(RnzG4m3KNrYvqr26M!+)rAOcN$-Rcr2u`9a8MW~h@bc1pcq+4Bb&N}U46bNda1!0 zf0I}JR3tY{DroD0z53E&jhayVO)vFx{+y81SgL~;FWyk z9vj9v0=9h?*cAY#Wa2|O`c_J7%<^I%c$=N~5g1P`#^PRSil)fcU|sCqKJD5$2C!(b zn5GMLBbjGUQJ!RuzLs{1P9bY(sQt&utBZ>z_0}DU7py#jD`;TT001}_Qe)Y>aLO!p z`7xsOs}{Why^&U)+NS9gM{~_|4NGU_PY)V1e%>*G=BrEA4gUYw2wU@wl5R8PqCy~J zCMR#a^|QR*aWQytjed&pdt#cm0>9A2U*<7~QU!>!v1EpTp?sa03~YCo2-PD9(IjO? zAZK{Mj4-b!$D#@`W%^BkzYHVG4K>NF`tREaj_|sS15)FSbe$0*xLB%BAI~3p0{z*v zSZt?U;y4!X$FUA7MD_B&AQVAiA__8sdbvB z+hqCF0d_XMh9{E(;PGumVY6i@h5|Q6R%HhwtUn-Am(T!ka}$%A7S>zh#c!r7C(aMI zFiFWUX-yLhWABLmVl@k-xoJa@K`6Gr_+aKlp z1Xm0j__r2wg~lBr8)O{SDLf-tYQ^&r<3Y(QP&-??4w(d6Nm{4DZP?gQvcVH7*zUk>F=M(f{U(1r{yx``lV& z#tnjO@mGq`waYWYrLl(@SjYkMKHxO!+!b#K_`cnUv7b%iqj#Z^OPb`Qu`4zE;m-7x7U$cD_~h&t zcay|loCj-|gJhv!USB0c(VIUZp~9o7dfg0H?@^ieGtvKsixcihy}$`+1_4x15X3LB zK7A zTteJ;#twVhcYN=Oi33h);Os`1MfJ5{83>Gb6&4w9J93q196YF5x^1Y5l$OdW!M0a>t^sE z*}NAFiOlVe-q~2}8-2BZaR|$F0W^AKlv{oTp*56b{Ptim^r3Dd7z{bTsFKt8V7Ncs z6d4;whA$4fct?#XgjDZw%b1fjez+lPZRde$bX0<#9#hjc{b4E3-C~B}#5+0_!Yi?u zw-;85N-xd0Ih_a9tK_YOj9}6b$#HtJ4HwIWD|ok7PJh9J99T$jp79+letOmfx;CGM zu3RyfioE0WDYWhD6I9}PpwNpN^qvOV2hYG>l)-=zrF>!Y^8a!HQkW1%{|`J;E>Vcs z*!aP7d$6IE2*tmI_TRee7@j7s^LBd9d_zS-XPVMG6k$N;mlRzZ5wBJU={c6`-2GZ^ zs{s39`N98~c`uRCrHpZ{H#em4M=bQ$L*+XEar#yzErW8k;$JFg;g0c~Kfa$ErWswU z?xYxrQ*oX}FnF2f#LVgaABTmbeBY-HF#JWnTp>rfcI(Ez7(| zz{cdSXZf;7f=bgoI;^eFp4R+i1l8EBsJaO@6Q1SU1_fiLdQ-T(E z$RT!J4ardZcQOW_?o;GQ-5*=;Z&zBKnG>XdVX8A|xF1||8JgjmY}+do1be?0YXZhx zfBqY2CDUkHTr-OP8$y+WDzs<4@e6tEs)S>rD6oDYrpD%=K}9vp00mJ}55Gt8yfE;p zr-j(InM1rb&4k)a+V>+raxQl0LFs-B1%{##*<6YS7hByWBRVH?+6%~4o@#R*wqxuW%ApxF}kz=YX@|O|6ueXN9%weVcZ!L)Dc*uN#OUK#Xin5LaYIOPhqZ zXq{;TK9*Oph>O$wrhdAd3gHe#87JHa;0HqtC%V00QhfRYrKafMDeWsA*+1Jne^E zbJHVwS-r2{%s5qC2B2xpA1_sHfoAJ+Siiy?AIG*0iaqoKMa_Ubza(H=&U&y$LxsD# zvRB|DVS9|SferqW#5ivit~z+1Ch%#|W=}w%7Lvt3L^AYUa?Y;{hyS2uvmWFLRC5o(Uzy+^gnWz|^pP%}sqo>;Q2q$B9cTxgT_F81xp6etOd&+$ch8bYY=uH`{m zmMjlchfR(_R=w`Z?|l16Sdg6a%zb?10fq`-4T8V5!ax-=Ga#H@@Pp!3&{pt;_u%1u z)~66r4!sK6f2sU zgHP2uFWeU4S)-y_kUIt2Gz+(7%@ppX+a3_P7X`|(`^D4)p@QesK-nDr;mCX+*QfEK zZ4=EPA>@&Q1`wPI>U~8ufn7u`3{aM7RUR06ZIdnt+ik{$9>qXjpfvzs!?M*Nop9R@ zzo~d=AnD(>G))Of;AUEj5q-Kch{N&$4soZgI-HYX)50C27WYU}$v(2G-P^EY$NDgR zwcOcqLi28Go*{(t&sd=%QIyTc4n0$88l>mZKQkCWwOtIP!h!Fx<>|Q0_ruPT&Z+JX zEg&oZWBToYs+a*9dJn{kIHNV{?2ZuO1Cd_|B(Gpb--|x#Q^qte`OF#>vSD_cLBtWT zWXZgfjgsRn#Nq;I&(}CcDT{L{sGZf{L_VKc!E?}g;!!(As^Vs-7hDbyzU)I5vk|M7 zax~zN6<}Faru-MQRK3iM=70Kc^EO2=(~Z1E)G3cPe3Byjpo0|NCBOt(tB2iIK)Dx? z-}FUTjKrb-A&ubBycoyn7`iprQU~z*JB4%j$Z{ZWgzog~Ph3R+Ti74Q1_(0Rd>7o9 zT?w;!0GA>zNONaa(b~(y$&}modE-EDsEfF3a?MMl>;$cte#&(|4qN3LMXKO+kW>6d zc=k`1u>jl;{Ta0eW+hFKj{TZXo+=n$Hk|o`vX(eXm<{vU7Ou}-iB@-(m(q$-^2JS) zO^oFh%o5`Y_V1&mrT!CLsf4mKPjOfZVlXesrK;SV|t31j0c6LHQTyYTUQJ|p#KyU8pUVX%eKItdQu$K z#oWVmWg&S}9P=KveZtoD#_-9K#|c*k8dN>36h0ZWqOu61jO#MbjW@!Y>c&hT-?>Bk z`+-?&E0RsuLj+Pyp;TQYL-iWt-&^b(2bLohhp-V3z@`y6kEtDLn2ZhDf*2R>crR)t zR#&eqByRuhqXq#6gb&+R`5ap79F|h{W0d_P<$>+HCW?!NO}MQxHh@ha`r!S~E0JE_ z?c6`zCsHp+ITPI(AvZ%}>Fx?dz_Lq8ei0999VTTUz0v5jY(RWG%MxH)!qX@Iv*klU-Zr_Y=;jZrAJ#kJ` zZ?UebVQm27c}wj+5eIp2F}t#{wjyHKnG#>#-3KhIGY6>JyP0N@4-3Mj5k~4iRnYoY z0Rc0A;rZr2iCAZKV?&NewNoyvG<^9NxWV+KwU@?iD77#B09b+d0DCXV8A?CZ%Ez(; z?eyfaO>(&6WlBx!S~QI@Z=Y{&Ae1e6VOma}H?f<$8!u*20gUf?vJL=VcwjYg!u<5E zI1HDKvY_Dj-6OC+n|uuA!+MM7Za=V!goU_V&OBap*qKH!Cs14E%QEtX zvm&;{>P82~BF|gT9@*_NTI}s#*NC|78$jq%oY(OJqJ!Fbhl7#}>3aC~giYR3B!wBF z9I|@^k1FO?$w%5Tq$W#!*=G?tZh+I|3E!+`OqzZK-7)S&SsblH@SK7QDRqv~cL(Y;Y|3b5&onOM14z6JT zK{}*@qYc7HH_B^95OM?+6F9&o+8BgoD#wil?+kCx;wah0ObSBM0%kY1VnP>w0!|f= zG3RL3U=VWqH?B7T>#cqcW|KKc_yaU%)##T@0=-!u+;-Ov|B1AA;Vtmm@6|2q{F+NL zE-^ybh0p|pV?sSd{Y=$aXQyG?UZ!;e_=27vOuCbjCGOyjKC~+Z5Fv21eQ2?WcIsqD zdtB0&qQ#P~F`TTQsxz{>{SP{LdOa6bn%7Zv6y`{6_c})if5e8nz)eqJJiT#rgi}A4 z$z<4P%5|W7x{Kc;7dzB!#7mN<(;4;D`F=r5P(BU}WFrG1FrFn36f7hhGjss_r<&XB zzjm-lA9GL|TwApWQ4_N%UR=KbzI7s-cApRJGK}`l-Rq^g;o4qr#F#V15+)9YDe^(C z`RO1T6&2h;8`tTRds_A8U$!!;v~4^~(YJZmdFx9Rcy0su2l?Rko-*e?AwPRcXQ|-! z=3V8CuIWYxD$G!i-$A|&ki(U4fc({T5?dWwW|wH9a93H_G@cJq)i)VjZekC&YDcGN zHvH#d$O)n<)#@rJo=71ED_>@6EiDc5`N~Yi-;$Tx-!JX=%Urxji2hPs)csC^5narg zaIDCV?XP2W>fzY;G))IF!dJTVg3X^i=Xn(e?C2esWzO}y7BCPdOb`G4+&~z zTcilInr-l&frQm+wPXE+gQ>96E;c(DStDv7UHiUeIN`z>5(pnT%VJ0&_nz=cO|$`d zG5e-9oe%GV#RUNb<3heq^eA0a$+?m6ei#Sd&8H=)k^ zH@{x<$mYt}*P`UFpE8JHngnK#p!_|K3UNaAYS!EAZuI>IpZl`@uT8T1_Be zBPLW=9yL#(h(mDs%rF(UKW3qC(`_H*b;!xfGw2Q)VTF=cx#}8!FI0v-&4ltFG5|0h zU=Ve)b1Y`3YiBddU)twAYk3(q>adm`6rz|LD9}eS#%>q@GzhM*aZZQWbQ2P6cvw&P0KPkYK(i79!EdLKwM5~k2MsA@qJcZeZy`i4nQUCs#;C^!fq_rF7=vcrRo zo$C5zHV%Pjdx?vj!!q|)EDcxka;i%N34&0ad>gl@{=Q^{Ip`NY z==ar!)*sniQ_uq{M0j^!fA~O{`Q0h#62}z1tm1hzBx5_laQWGR0LO=^Er`WQby3vM zhW91`OF>Zyz;`R7&@XuC?ag5;ZA^{LT_)0=5=%K@>jOCu{&HQCU(sRPs*lfM&b`^R z0R*rw2*hkxD*U*;!bQB=YMLd<-`(%DGjR-gSJ1_>B3yMPF*ezf%vJFGJ2iAM^@QR^ zX5j!!+}${fcyUa%?8q3$0xYF47Opp9xcV;(4Z><=^(DoGHDiV}+mfpjFUM;b-tUA}MFZB1L? z#HFR;w_y(LCRPX+t@-D0Kl%{W1{pj#L;L5^iHNRtZSmU_*n4IEYuY1^>8n(OjW^ZpHZBrVP;u!i=*>`G#a@wh~Ms8-rdPzmf8c;W>ArrB?=r_A9 zAU;HrGR$#VH645egW-h#NhXyAjh^fYOA|xE5^&fg=lqfySUrT932_@xi$23dv%h6S zFl($e>05s|cMWA+8x~_Md$Sr3(@+N1Wrgm&FrDTu3p*gdP-q3I;TpwOW}tnpg1(rm zTlO*t*CGfPHUe`I>0}O_qu~CI>o3cD|6-|;BReIDe(`0lfwP2F^RVbM#@XmSX#NY6 zx`&0|OTqa+XEAVbp6*A^Rb%-?Y!N^1OIP2&e9gaov0*Hij~tV_b4Oc;Op&+m#ri5n zOk!-5H93~yYLj@MBEGT(>0S2{Cw@G2TXg16LC8lWU;^}qo)zFNY{{xpl_zK)ISWmev z*sD3JkR+&7&f>;H)s(%qLBWNV{?(9&vt#|!Y&7bt@j9y5j`fV*IYkemFIi{ghm7*r z;m43&?{));HeHJ8q_a|;u57Lj`Sn&;7J^~RY((!~#-a+UALqCqM&LcbY_M)t&eJZJ zx0E5Fq;g0-UjosSb;;pV>7;;KNvFCus>zzDgRh5A5f$H))%ia%!4QN!Qcp^_!7#!% zLDjBzj=6MXaxOBShPz7D@?Nv0+M4kNBfvj^00B;AU#VyIsu>A)pc0Q&$n5OPSo`61 zAUnjRD}{t3MR+OqRJM^0&w;W)>ve0OZ$5$7M0H!a{w`k9#zG7hEn+@Erfri~A+o>R zFD7X{H}k-{fjW`7uI38rYRbNBVE9~*nEh|OZ-)T=`U<7XLL$D;S3t*$!swSiy831D zyALiFv(dF?nRRF#&RNVp|@sSI~-bh~zJkd7d)%jR==dt4BD0Fsd;oAi5rs zgR-Uv8DnH&vD5NgP7WI}2*i}17S(B7E25LKv zpwEhJ>F*csSde0m*s5AMI?hz}qdI;s0p*J#LQ&TROl`FgdT0UCCn(=?^ z?E9x()%QRpM6ONx*)UHb;PLQh@7k8QL}R*sfoCr3?=lRGT@+K?ut(zlmDFyge0Pbi zIEO2@r|Muus3+_Uv39u!*I};SGJ{+0_EqmUaVH>{BOC|sI;t~Rn?T7Q^p0_El8N%B z5Qia5iE9`^??9G|dbZh8b{kl$kk{%~X#r1N)qr8akM{_!r16Bf+@+%uT}#yEum)H5 zqL+^#*jK;5YToSDAvMz)!MM8pj%H?-LvU07ibni$RA#Q;;@(yT5)pjL7C0B!0H4}} z9Dv`z~q>*4#M90P%(Y@Pc;GKR9sWz1wX1>*Rq2R`?YPMLzu1>nR-%Z333;YBEW53b%WMS0*2L!n7KOd7tZ8IRzeidqCFKxFk4e`=N2sSp%0mM@vtR~pVBC2 zRFXT!-x3i!DCqrE6pT@Oiqp33KuzY?NgSOT06L@EuySg2BI78aE$Vxw+SjTxSz_e;h>=f7IyEk&Oh#hKLI^G5qN*! zZ#7(@dz$zYS`d?|>hlP{3-{Cw0{RE{b&~CY<+e+7XP)gRkFHJ>zrU5aH5GS41|${o zsl!{(Gj4dk>kT<-e4C1qE=183C$W38bqvy`U1r`!Y-6rdv|*O<<_G8(UvpDk)8#^z zht~qtxPx^XyOp`UOEk@eo1jpGjO*e{AI!7<1a>5h!@)W!#Io&zG>|1!4{k$)!+ao8 z?d2b$Fv&qb!6C@x&H~~v33&#Il9k_O@}asZP4zP@+?|B%a-c#3HlKJe5b$*r01Aq} z9zb=KPsd$c{6fE(@T%TB!xRO_tacH}3wNn`*Ne%fjCYm!8BBD-8^zI43KpFC+67m& z*x2}(hMb=DIDY!hq#9Xn0Pu2C!-p(^VFVHKgjv1PRG_-jD8-|yLV$6`ROLqv6p$PU z!fa(k4h;#HJu(4LF|!l2MV-HATAr2AlKUFfIugJ9ofNH}d~OFP%E9XQIK(T#&$O9& zcNu*s|GFfp4Ow?=@RebmCpgyUfU}xLc+ld0&l>Kr@0q(H>Ge^%v~FRDpR=%zGgKN? zH1&yY3?3t9J3sV!L*WO+e$d0L<84nn3dt(B#nV|kQ$=hn9I+>Zr}UF75q&0X4RjWb@F06G4cWED26k|cYC7`s`JHcyMr><^=;OYayFC*>=+?ZtVq98*HQ z1?#_tEJueHy2+-YTM#C{yt!{uUi4JY(#56CDi#5c#jZyh;@)l|>Z-WLC= zl)dQ$o(T$M>nV-bo&ehCwA>d-$rS)cormPHioVQ3%o34wD}{KSa^iw?mCC52o%fj77@H}=xN`{XLEYv`2#)t$Q;#qqH}A8}8lJ1z zWF61gMO3&vMUF;QpRw5S(rNIhny*=YVs5TzsFVx`)BmYUx{#}@<7Bp zG0*7Qw{jH@K5YTSFjrR+S-nT&yY^)?{kPuBxU}JfJ6+QFuUxL~Rh{bvLih%0Oj+{_ z$1g%YWIaejszA$`Gio&s5?Ci!f_PINk7GvjexQ=23h%@BwQYz|FbpVQn~0j-#* zEv3{O(M25WXCyr%)z5Oto#7*dGCUE0>TH)lFz2l4DW`>d(T6Ao=8X0gv7K}sgN zg=I7?NzB1HG}5E6Ol_9k4h(ume-1Q(~}MiJobRrVS-h_IkjR;1H$wL1ZKoS>+%A!Y%>J_mxp|dwbsB0(c*CPaV^D zZl1+1ybls@M0NKy-+2RPq>8h*oX?KdoJSs++-dIeHa zc(vo|<*+oIuZM4aQcnS7Jp3CB)b|aZ7-DpRX>rG)(wFh;2wJA%cwDDvCm2SP!#-mWp+Y%st1guaR??M`e!zAce^Q0uq4<_ zd+u{QGLSr34p^uvd%SQuSP{Xwgs? zbY;7aloTgNgot}O7Z`7f+wMhH08q}$&RI%F>IQ!NvO$4QrnUC-t3;N1YDZIy6Lo>o zcdAJOJ4w66#@xxTil(O;Xus?Y=kP1KokGh({)Q=VHSDD@jfTrN>(Fip`$-S{nv)=- ztFx`eHQm+$x(optX(=7wE3hRy++vhpBu2@*`mG%eCNc(|tXjrrlId%NG>E%s3HSj- zDHnbOW&E)V_JdqwPN1jbMU70B5?Fx4UMJWw7LU^$QNC&Zp}iDQiiQc*lv6@FeVC(i za3C14RaRvw#sQPk=h)3w8A;}+h<&#)Z-}$;eGzBn%MgYSMYkU+c(qvO2amBwsi~wG z+iBpbBFLJ-SXF$t66Y@rf5pex(s5Vig{6&sUdL=5LP>CeD_*`2Rt@)AYAVC#)`8CA zmego%#j>k#GS{%mpS_c<9$d)Zo#W~=a&B;b;<11iWst5YpgHa@$lt_sM_|pQ8Cqxs zN)c0#-8j!_G6T)j7Ofe^lpoETuGM?8^F4^T&bBX#(>*dPS8abkY?5Pd-_J^$Ac{6; zf(jlIhvT5&*7dcX%^oe#B|~jxHC*OBYf5xGK0`EDu1}`Uv%?U7dPkeZQAi!%+#Xh@ z_tm>rF;6kN}L z+Q=u$LC;t+&Uv;ZNWppzR;Wz%Q0fo#+Db%LDE`7?=W6to)|cjQ)xyapC3wSO{8KF@ zZ;)N$7HIM-Y%o>uJAMI$11#o^)S+*3n1v^6k+M$P5SB;Aw0T=tF@IP^TnwObVI~xB z32i5dt+Eu`kBK@olV{lpCHT2p3hi=nppE}oC;khf`3{h}SG{<5!{2Z{<$l6=$kjwc zYl`rkC2vp~P7l8M=}Yrzn8oFzHU2sSmK!Kc?r6!aM2^&1kJYov_J?BFeNLTI&1Z-# zp)9y^#=uNQAt?rKRyIS_Og;1FCUM6lBLAd9ke3fZ{Yvc0h^VkzoYyjuxm!LEuM#>c3^dunR_JbU zkob*|bO4IQz**?&xDQ5al-ouj$mDQsGU?I_lr=`W+)Q4*wuGQ8yb-5mX)mUx2-X7^ zm-^6AsuYi#8b&eX$Hq~cH|Ld0*PYi<C-mke%4*OU!(e`{_w7Or11*VN18IY=B!9Zep~mTq zjQHLUphNpK-u!)cMdAaJfBq0lyM8MEGm zgirhl3npl-5vAxKiMz+EvvSVy>olbsBr#y+TnvgL8I4XcF5z-+n*t=vME(_Pk|&S5 zO?n2W`?c%nE_b+3L7-U?gZzDaep&iS&XQFI=em5EY8w1B)gy6KB!++q=LuX8ggL=9 zU!RD;gU=gvW_~>WmxxC?Zdf6G=y(9MzZ>X~UmlMDw26qQ;x#DCKVXjP^U?Py)TepVyZhKw3*}jy zR8EIz>R}XkLS|2UhTvkPc}8k}QWWJZ&BKBO<>q?4PV0y+idyu$7DXb4sqxMxC78_h zDzEchPz75JCJcI>QSfEo%WM_rL&iSDL5Ihy^yA0ey>%S%&tEvX+0*~eQALtv6eDx- zeC}cu9u((3>7ieF4vur}d%tW7(=4^XQZ*kMK{WPLb;}(wUa8K+AKo&D(hK_5wA2_J zM)x#IpOLQabP$;!n$g^FjMn#&$D*{T0Vsq3lnXf-R!RCZ{mwKjWy~0cZHGB!-3&17 zSbagGV*AB%FCDPz;sIPFV@31HH(HOg(2;#oAB%geaTcRSpO+BckfAS>e zcIWYcM9Q1yNSYxyzd(KdEDybwT zZr@C20~$LI}~HH1(fWPk7ks$JL%;Dbf#snLmf%gEKI|VpLvyss%hVCk}vc9K)JBU+e<~`iiVA^u3{c;(;Cj zr&KxN#^BUTsjjlwwS6!&J^v$_mne+_kN@zhF-?BUeH+kO4?ViW2NrOES9>_TIoRgx38ReaN zdaaRG?tQL^K)QAlgo|Q@`u~KF+=4X5yX+Rz!M9K8Z$NBwK!j;A&XL&3e=5*#xr|)a#T%)L#V#zqy^P zaGokkcqA!Z|1Xt(zD>w!*kb5|7Ti_%A3mm6j*AD+6k{RIkx0@|UZerpfrj2G8mFzC zBOQ=-AcV|J<rsZUCMJDo8I@(w&^(+HRoPW7WL19kxXon0 z$JJb?b?XMH2|=_49MuR>RkO97evmIB!&^NWjXDmFnP1#1`o6Ro&5UR!uV}5a^8t!* zU;xr-#~QsC8u%lD4`~mq!2T}$H|6|3U5qn8tTTz!Oh=Q25@?C=fFKraU);eozgB9s z7{CaJme%{Sh+w!%iHGo-!7zd@o3p~#DH%!{^(v7fbnZj)g2>Xph>!X9T3O(9gZwhB z4;kZ`1!HBaix$%M%2(8&Tr4WtQ?fj@32DCzq7aPdLnBphSw&0k60W=pb4!JkWwJT) z>p=ugqg4v79!hAIhy1Q}CFBe&XC-r+lx%E|qKld^I_oZdqv5fX#Yy#Bhoin3-FA+{QslU1(44Jod)zl4)E z-X#DW1ld z4|wD0263bZ_i2Ga$fnB}OU#Qo3wvZN){92y+R@uc+{u4<)f=``kVa@=@O3YOrGgLr zq*rSt^3L!&MU5iN!cPM&4l{Q>(R$;TKkVcbZs08@NFwutUQ5rIBhnnmi z0eq+iE#BI6JU^Uf-J(tjRMNBZ8L!9nv?BVasO>(0AeQfSU~V7x1RxX%MEOm}iTJ*j_HA`k4bK5(lO zRxlJPJhWBWBXjHz7-LGjuGMaI^V4`8<1gKqXt5`x8Dh8X$dRho8pbX=&D{xvHk~qd-FbQW14PS1?}@2Y zH7~U+J!}j{8K7P^x5XL7aHF2Pq2nnV*NEYth`HH{pk-Jd*re+%6i;RdXFICdfeuvt zQ(Xn|kt9pujVJTC#v-1u)B|GwrYoB`u~ak{pQ63``FM|SzR5_AF*AgLfH9&iUIk@^ zDn*?7m_;%(gk>f$l}=^>s&0XwlR2R>mdSEBg?xTS@0w(YZVVeV5sUA$#4c&5mC6Ne z*Saik2#o83Sg>vgYSvkbxqHOITM`_ngD0zlqbMSj2tBnjph&< zXrj6;X_JSaX3BaTR@n3UW*8rDZ${?a9KGw2w!{y&72O#mQKU1Anz_l2Dx$YWKH4O~ z%S5WE&jqJayr&`4I_5<_b}AUpNDgamN+sKxD)I5S{K#!Eqym0Adl|MxRw(`T*-UrL zQU1+%(g2D#wWFMP*4h@RLV5ud96!H1;SB75=95DU$M}SPs_a#7bna03Jhx#FP7Y-f zKwXRA<%o7Ufq>2k_x%|!D2k|^?vrq*XTZ@K#zj$2U!1b;mGVjh=wT@V*GagFAI8Q# z1WauXB-=y%rBI|0enHzt`Od`}P0Q(fV+(}DSVf*c!OxuHw{c81tdzQV-S-)bn$l4g zs;p7YFN1c8Bt8n==76F;uT8$vKz{fSmIecd;&clOP*4&!_XdzoM)BSB5vP|Om&EP- z@<5e7hr15EIJV_iXy06kOam>w+9QL1Gq9Z;=2*)@1!rh?AS}uE(<4zi-=`A zGv01TwODQzIfXanSW_69{P^JN0&VR;apLpZ&FiQ(R1ZG?PH2-qxgrcD1Q7X1Gj3v4 z0Ngp^FDJ$w<45+LL1Ot`ux*9G^j~vS43v_$p3Lrz0~62;X(Vydg5aL!2!)DXRk36N zL<(V%RV=JQ;Ugb%j;R$-Q;8fxlr>zW%CX|rz7Z{4-v%}}86Pl*9DqymzK%BVB}Mmo zM%caF)G*c)^$E7XntI~rN(HGI~gpzkBJ1r6T#Nj=BH+PI52N}&}F4+x~#RtjU62%7HljA zJU3Zw;E-7++J3Ur{i*~z!4y-@c3L&4j8c9D{Sb?xY?(mnl>adSWSSyD0P00faWC-h zbQl9O*1?jkVhpWl_k$q))Pt-x52ms6E9YO*{3KOGEIn$FuLE)WPb<)Zv3}wLE98Ux zaLRldV#}O*ccCf_M44_yjz>EZLL5$WD-*X~<8E5;+LL&JdS+z@CBLr$4gQ21hL@9_ z%X{d^?}Fs~$=$e6liG{v(Wnr3z68TfCSGCFE=kC3QKAJ0qwSn!xa)#X=XUp*%M0#y;zqig|*k z1GX%ln^KE1t+n=}eb~ywCDk2MyuVe2$3r3&yQnv}UnRx1qD$rGb(Mi(@g!(hT{|Mt zNBOx|KJn<4Qgk%&1c|dI+OR6X(rF}l7hY{~nyS6c4hRK1j z`~@C>zFI)G=n+9*ADL+445LVEE6nL#$70+=Ti@A z@fy9S2baD<&Es%M%y{Sb*-V%Flr3tD9$5TtO!16JIo ziYX3pci6vRK8RSOPU06uu7JTQgW;zK<`SrYNp#+%`KR`XVejTU@J|KdlKBdivh+maaXda5^BnQa^GF`)OE<8CN^< z$<48Aiw;a1ev3=fBUDb8(nLIDm2G5<_~wWm8|K;jo8Oz8naBhkYzD}sO>!%wW3}Z* zlMwUaPGH`7<*rQ{SXwnwmvTxhd~$ETEsZ>bT1qkP1Nazkqh>@E%&`CV6gNu#dbaQD z9W39g&siF2S**2W;U=R@2uMdbMX^(cwS5I}bo0*xJnVFf#>@hPl!*arjVWuVEod#Jbam?IK&LQ8 zT1A;&aJIlSdLA*nY+R{-LTO1RYEUvk0vm$K=8SO?;Ck!9ti@G&>SEeG z3<|EG%01BM31F|Fn^=P+o9=Q45a&BDDt3K0n|&jK41Ve3@t;#URHGRE!@T>ANy?U5 zo2<11*bA*AM}1i6st`As+=qU#;Mr#?J*iN!M17V8g=Y@rSu3Y>0^{l)c@R-?)Hzuw zZ<4*$yEvhby2d1LvWmVoi8}_kBM_nT1BKjYthfM%6qeMr=k7U6_Gf)hIVC&q&XY^+ zQ-^?qZ2DxZ8bF@eGKS8cw)n%HzEA+<*K>AWy5>@WJt{Z}$K<|XjEq9box^gnSu-#k zzUzz`mRz7DN;`_>PO`(g&fCF89f(PfPmW`h7F%C=@pvqCNMn9s-b7_c{W5sq@`4L) z2_f64S<4QbWZlAN^b+Zc_~bew9D+xMJp=o4hNMpPI=e=bC3WTCo?L1hEmH_IM0P?J z%J=q9-Zw?4r9x|$$LprO$6p4lNjxGf&kM_*Q@hZzxO4U!+=H7ApDPc!W+Rm5;qv6< zl+O}Uf98)d>UdX@SG?C3SYq~|nmL<7RGSLec};pI4D-8QS+QUwjh-%=)gYe*#^q1S z;%X%-aH@LZlT4o5HyyJ2E*l(f^brza$GEU5f19X-+g@3~COQ$gepikcP@O9nN6aI2 zNyPhXw*l0#;msm{U+au+Nh^cTj_iT(Qn1Xq^RH(b)^npaqGdKWuTjq6e>KnlW$!MCx{(SaHY@75P~@&%*|m!x7NaL+pJzHOCopE z+BjgCB)vmmefFFp@1JY^A*;>2O$WbsE9u+BI1e(Vs9?}gmrHEX`kN!HZ5FYEfZAiP zZIFYpe)^BZ@rdxY4-Wjs%@a}jx>JSNUtvF~^xciuc?OW;QSM<)BT%Ux`CW?-W*?ZB;PqiO|k*XiyD13|ud2RzE^Lz2*i^V0e^c4;;!V3PeMa*khltz3Ti62J?V_a8 z?v1PtwCM_LM)dLs!5DTl*bWNWyBa;nWCrgVk|4|5z|3je@!hX`dSRZsWtx()H4CgE zxPFbMZ$gy?#i#Mr-fwL}_7vGQte!J^H}X*%S?n?%Ptpj32y5FOj-vdRbhG#xad|N* zmBFBZirCM3IP+)8uR+N^wslZi%A&psqf|tD9)f!a(BQW3!)@Ozys@aKcEMp-YjZ<# zIt6JK&nIGPf}OoSxJ_A#y0o2@{YScuOJY7i3fmWcyUYj`$iyV+s+^rudg~9PDexXI z54;}v(?!7=7ewmh{P2mxMuCoN{}VLFaCqnQoHKct(Rb9`)Ba5a;|?0>OkAib4na77 zw}+IC`Uj44e_S2aEcwfgeOn10WUAw9m>Hk}OeM42_#xe(yL9A7SqA3x>6J=32A1|N zQxjE?a$`@%cCXwdL&yvCjgBFFt%|s?;abTzM{9-7+~bfWVPT|el;GcGoLw6wJnfVL zV-Z@i%S9rGH(nB$CHN;z?29Sv6rJqJ}y(fnHkkihGJf>1r8^)Y?_Z^HR4_f z@Mp{kmW{IOqc*|=VC6^sY8m7&H4L|mK8UlJKqMqzu?WR+q@t)PQF93s^FQ=3H#ou< zR|WeBG?VT^sZ*ZNp@Lb5+(e%aZs#!1Oqc%1WDGml36QCp&H*xUar4P~Ac+L>$s+|c zp=9Vk9tAq4(zC}&rFmMT=Lh(dL0xayEfDi{LZHYU&eVusY{c!$NS}I-p|6ILjFVFj zvWFy7X8Cd$w>nDa*G3`~`ES9UaIb?3cniVJ{HIzA54gKhZ|DpFwmTw2#E*ScIl6C* z>H&HyqwkX|UFRoDd8KlQ*acXyv)J+!=$@Ag(kin{ufWssGs}-?#x*qWwx6d|0TW`L z#k2tika~F~hdJOQmXmOFx2=qGUBj;P^cnup66F0%pJP71&1p|MiS*!Ac0`RpGao6t z#fl5k+JR{9FSl|a*I#Cn^@(8%6iXSkXG)-~=!mGV#xo&-YfC=j1OK@g2)@N>Dx64<~Ic_2b zB^PmAO#S0P#D28T-v_k=ggye2c}Z4SDk|j4dYCn(%mA|sUGrvYg^iO$bThlIIY6qT z0xl4>8#6HXjt=3^07GUke7F0@p+j}P*j5GH+8M%(rAKEAG}D*voPy;zYvxS7=f%v- zX$p$>0sHBtoGAldGdoe)L~jf!4mR`Pu64O}PzUqE~ilX6gsl+&{y3nb0g$QJGV0zQ- zqZh0c2@qTokr+o|V@`%%j#T!)Ch8IN!2zoJ7f_$5msm!wt!h2r4H1*O3)+#nG)}`f zC|&A`waIz&wM=(x@7e_LN^w1-e3jlcU{$epPYj(@1{Ciy)c^Le!7xn5wb0WKlf}p|-Pk2a zO@aS5OuV`kbsEySvoCbb zC6GTf3p#rsjkzlGJI~yi(C*^vZ;tH@K2_9<#YQz7T9~=gy743NmfQkAEa~fNM%T`| zmS^LE$)F&WvC~@jZs1@eqTsM>Zl0cj80U(uxqC)WO(C{V_Nwj0{Px@C9L^@!g)*$g z@~G7g7r6jNV|};u5^|?L>EH2^b&5-j8-+Z!QX@RJDCzVX`Di8Y@kee0Dl}uiQx)Cp zt=KpbjpLUtUSb@H_A+G z#KT5kRcMAY+h6XrqX4mZ9O=_(p(EKyS--|PWr}heEo6Cmembo{;5(4Xw;4~C=PoDX zpJODb{aRzJE3pR3Bj%DZf;^;7q6`);L%rGVEmo+F3uoligHM;~+o4k40r|J8k^aQXFnX~7d#NiMe%NmAa0<-i>C$|*2B6ns zfH6@ePF$pOq`^un2zgHvTDx#!kFtbKSLd@M25z&rgYBtcb(KC&LpixV+R-xNnKcv! z&;rb-q<$`&>s}*wMijAh8BjUgt5Q?q9MD(X5xKXgi#OBo@ zn;cokd>n^u^3GU!eh*g7z#S?}*r9#3HWql+Thz{2-)pMa}7`z}f?j>#4o& zL1Rm+^az~3`*TSl?9SspOHiK?ieU(v*AxxK? zmWATmd)lgNAX}zR?TF48=jZq6z7oy`jOe?a9?g6HK+T&x&#_$%>-${1JutxOJ>ABf z8(76MlR&?5TP66h(D>1+?HHQmxYgd(xUbUU3SXomvJhrvWm#V&D?D)zmX=kUQ^p1q zY9A{RtwK?r_x*l&USd}CR33{J*Pn(@HIf-1_vQ^uD%q`_4XrPc3APU<7_P~44nM(2 zOCeZUn}h||A3k*e^FpbCDtaeTLn2+;Sspc2+M{uNx1Pk%(-D7D2zA#0H&Jm0m$wiQ zwunVSj1eEePHm$J8*E5MJspZWhK_4qS9QY}R7}14h-rYw5sY!OnM3#qnuws0mN8aB z_A}VH&)1rGUHEITyb(@TVLP5F5d9*4q_47D3NUklft;})5IyY%GZrZB%>p)rxL6~| zw-7meFX^FWnjcmGa8pW!`^cTOI*wy0p>V!&81K^E`-Xn;nS!eCEjZ&8Z%}+klg|@z zgA43q%VI@jU2Rf}u}=Z#F8?x7vtEH%yy2#3&fWcEPBIeb>E7m964JM7E!&d|&bc#x zEGadkC3Y$ZIQ_S}&trW9JILTrSvP4v*Lt8YmGCBt(#c-aoz}OqiN{Q#dU?HNPe!Qw zt0d)_muMx_Rh{<_8mbQm>N=v;oa#2wpC=)g`MYdgGm~*^L>`knKrBE>d}fn`!aTv# zl)nWHxk3~+4z(vR>pK-6w!4h+BZq8ImT8H9OG;}E;1I@I5{ zHT~Vv1d?_d>6}Du-AqsfoJvHtmqkyGxhysBVGpxoQs+{P#iJitkv;m$okrtFTUqdl z>|bAe18oCr`1d=hUYzT?uFG3KlOKqO<@|z}9!LhnI!f+CK1nWHc+u*C&73+PGxO27 z9PTKe17eZ;5RbcD+h}sRJl`Ay`Hb_nirr2VWPgtmE*DG0wegWPX2!@cR*<)66Kmea z0_Cbxu9P&Qoo<-F#vv#i;>;y}O_`T%#GI*u>oJvhwD8IYE)2i8>nR>)8gG~NK*xhu zy9`*?28h#tOaF;QwCQU$3F#W+{G{Ku(FmZRP8MMmr6$VzGuva*9bqE%Zjvy(2)1{c zqY;ZHDRf(A->`f=#Ugn*SP|cr+rUDOPm`Vo)H%$U(5jK|d_@cNZUG(X8_ZG8g#r0M zz-jV6u}A4Twn&sRqc}uc_lUgvwCQ?{VMB+x%3MTLvs(B9w7O#QXVM>qLvW_>3@cNjj-OVW`4LwanUeLE<@5VrrkC;$cQj5|r+)ks*+dH!Rv6*h||d zI9}A4CIeA_P4WzTae4dMhDRW!PWF77uQg*Jta6H{0b8c;&YFg1N?;|n zNKjr`hdAv+&K83*ve0Wl5OZK6lJwm&l0q!9+Pfl;A{6FO9lWXC)q1Px^KE0-D@&D0W* z=1i+s)w@>4X&*l&1`ghK+6Rf6<$(JzV6|F_B~|DT6=XazSKepKxQkQ%tg{X?n0c3X5-5^*K+G`|b!mqcYr@AYNs{foN^O z9f@9vsvQqqVX}hv!Y2|LuDSeaUMVrmGSt8Y(sdEje8p7q+*y&e);d9*d*ciwB84d( z=hl-?sSKlV3qLWjC8{2KXs1kM7XIB}lTiVg>LYvWc@`!4SZr^fR?~K>IjXKqgG~U{ zHRz#tdszt9Pwn2psuGj%m;JcI>TcEyUZIKN9o!*KHLo%brK6m(aH0fk?=T#Fjf ze!1g7`132A8EJBFND|stRJ^~MW1dqM#KW8WZ1n5qvYd#ELYk1VJi8T^GVJ~!`Zn=A z6r`l&H%>YChcn;OEnLCCWNvB-regp;TL7_C`CiTR^BIiiSI{2-ES4GOSv1L8Dpctl zG=AF+vil&+5_c`%Z$)Sf#Qt zDUGz}NbSA9TSy|SB6!9o>l`e$r5wJ)-k%(iza=3D(_Le>9)tK#IJN=ZT0Z0YVpF1F zFD}t{!c~?$>vqCz#;+?c&wr|Cfj8rz80_mvG`nVVy)%dUt9ouid)ET^*bay*wAeB* zvp5@L6~%&{Cdy$hxiM^6;ra7b5p&eX=i2BzO-;pWkzSviHy3ea9ZiZb7~x$XYB>xs zhKBzXytDyryF%Pm&{@%W%y2fVcP#?O6+@$zY8T(NTd{GodLv7c#HW_qzS#gxW^b(+(Tip=ZL)gV)yyB}qks$cCS0CC zGquI>qHt*R?$FD%(>&Iv%sOte)^`>m;daW}^ z)P7!k!_=O`3UiAQ_GjGscBRZ`O!IlBQc@zuc#k4A7|v^=vw6PIv@unOabdLa9o3+p zm=;cwtjz7~wS?ym8qSTgf~YxVEVBnzlY~F_jTXRweq)!_;{;J2d`faM4Tw&R_GbBZ zXaKhs>FZo}F zomP5^!Li!5-C~Xxt9IeQ0=U0BgF2G(P8_iE>kVEDlbg&@ejDHc*Qi8)=E%z4CK)Ha zA+!&ak8E~XZaYuHe4SXJgsQ-KCx@zB*rL|_&5Y)yT2UE4(@h~;jq!B5 z*Efh>=*&BAjl`RL~?t)x5zmOCLPh#1N>)b0unv*1;2{T zw90Ay4oF_tT{LeN^X=jc%LeVTp(E60!u=B+~4DWZziAN2`3e#B}r4XIF^JX*0ZLKrp;0*my&ssJjF6kuYLo>_a7 zZc1ic)a_<+6^rDuq65Q26zr;_-yTaF-&0kTz;`$P|P{*cEKJ$;o zDdC03KxqI?V01|}ZC&!T-4Qt^2wqxVOKO-)khPuro#TSGa#|?vXp>W=% zh-4~-w%p$(!cAx#^x#=nBB-XPSE;w%vJqg@+FbY+RzA_^CpYqX>EJx^lg{!S{og3; zJCw*<6G}v`h$*A1a$SC)fexy0zx5A(KW@KGra)B~zo4@ELuc$@33lh)`4fy1gv`rL zSnh|vqt1C7O<}#N*m#|wUb@50;AzJ(9wQF`^LCCxXYNEGRC%C^6YgO6qcfwSPl<;J z1^1ULg#zU>&0|z|iTK2JuhVYN?g}PEd@XIBme(qLEM}5i9^YQ5mAy}tp{m=kcj`5X zOLdb!@lR8{RIj%i_O*Ow9FzkBp+^}|WW{EZW`as6JP<@ctiy!4P~>bDm&g4&0`>;e zxYo@%6xa16u>de4OMmZ#P*6-L+BU>3-cbnW0J9~taU3(o2(UmB%pZ$dxhIP)bC=AK z#vjIsU9l9NkfD?#JyswJ57~nETIKfYfcI}sAh_A1ccb9suk9=VT0BSA1Ng%uhQxyh zC0P7VjD}&ft;@A^nJ8ub4N1cyM-2G2emL6Yn;bCmLs9fb!A6DoLd`RBYSNH*wM=`r zZBKedpSjY6ROl>O;iBthagrjJF)LZDIB%mRjbeS=3Dw;o6?T_f82n6#qvh$GJ4~3V z&qU-2WaQDUL%&!ZDC^BsUjL}IYdsYAWAIn7oeJ_Rrc=7)Kox;()%Ro*+v|%#(G1MR zLLSS6U5#QaowAY(&__cm=`PbPOQPl!&0jKpeHMSRX&}Rzn*?wJs1!W2tiq^O68CJ{ zFqSFaT^4hAMPgPDT76DTVsD}Lp?_I1AK|d5z#`$NeXR~M6Knf?8U^aA{XuZ$QlapP z#mfmd@1k@-PeZ+DdC)#1sf`(s5T;VO=o#+`VifFJTosC#i*bz-sNUtmfhopDV*i={2L_wh% zLxF&B#OGC)VKxpIq|Qi`&^8K?VZi{;2in2L7PqZRG5P?VRk~&{*lYdRFJ=+-ek!EB z!i2sl_k5I1(uBG1ShQMmFz?KZj9xP8)i8esau(R~doip-WdVs8D?V(VxrQ)96<$UC zzi=#2$37v}`(*8r-zASl%m&ysVc-poVQ8zhvwX5jbnLy3sP zBkVuuZ>uPMLYt_crZg;buOad1Zqrmn*>v0qk1Z+}iv99Aat&w;1;w;G2H!(&pJgsR%?Dhqy8E8V=zeZOrr{`dir50;G+l}Y#^o__lfw$H80zF ztVI!C@HnHxhm8B4k9J}8rDqZzIbnIAmW%U9MW8*VSDUCo0R+6$*-C=#Na2~=jV zwu+hk{@wJtTr{-e@U4#oJkeyOa$lHNH+B*?u;6I88kUq}-y}6c~?v1b4Nsx2g(O-IcMcIWva&ri8CB z@Kw)ooWJ9gsb|SN?y#4u@{>a$VHDK-kQ1k`E;lm%sbBg0Oh05Gwf=)~cxwK;0aK-M zT;&eeCfkS5Y4=6~clh!*ipc#p{Bqxd>cqH6+^75nWO*)?Z^>}MXl$5c#{7+!hrepAaF%X~QB%!xpd zV!dDSU-99l9eRxdUE{@Oiw+M5U%INHmqSz#hAo|<=Cw50i)I#vwhHw|Fmxaengv13 zBSrl_|DYp#Zvq76LvonK+oWwcXLfNRPe`jo`z)-3^pGJV6i(z9gx~7vM#z}-wiW5R3jWv+ zdJKs!#ZG~#S`WtWqCJuR(f=6cIFjr;p@d%uLMQp+u!Oasc<^1mFh?0$lo|dwx!gCl zczVo%`d9!U6KI=;9^vlQ^$E190i~!0s}oXjfI6>GHQsU?G?kDxGkRK|3CKpVkK+=| zi==o-6;wOXuNH~Dt{&FdqUULVH6=>fa3&tp#etT&FZ}WnhMUKmudOEho4Cm~8@-jBf z*q%bha)sA1?wmsZ6z7Ngf^WZ@t8ZvQh=f^(9Z6L-Icv9cN^hI6uBMNX9S(2>oaVSY>c|KjE~txTpkE5nc4xaXSFUTnY@H~C?IrOgQ9a5Rt&=zf^&@r1#xnt5bpoZQ)3S#6)$P@&3s zZKrlhJ8e}HbEACw;RSPrh1wO4jTK|OydM`xKqoa3XtVe<>fgLz>mBYEu>#yxr$596 z>|>gt;sXWoY17X0Y@IdV(qbn4S?^9qV5+q#9x zuW!W=(qb|?ih4`!BYgo{-%zckN9jl~SU`|wX*Y(IXR%TBw(qdxKZ5S(9N> zL{Wi7Zg}Q3D&@Hy{A8^#rup`rGxu#a*XFT$V2wK(D0ICW^!5q8)60-wpK42U%$zv=R2@?0#!bX= zk$%or;A;pE=rj@SUOT!=engx5<^J(}l)t1d$Mvo*DI2su{0A&~`ey{|qUroQ>@&&$ z3Re)%+8c1Vj`R|t^;2cDpvf-}IQ5wH_DM*`NF~~VPbSnzy2F~R+I}J~j8}rx5$;Wd3Ag2VL zH@0%=LXJ|k-OWj-sq>E@h#bQy9EU4@`=#NE3Cbq#Epw^|BcUD~7r`1e`rdd3WDi~s z<*-0Z1g7xq7iMn*xc}T}D?y-mV5rEUg)Bm=q%ocJvm{%k*Y>;x(DI##UB8Msl0p+X z6l%tDP!hR|zH4KqSN1v)T+lMC{sIQ9rMSKMAT<7A*2q;tx)mv=o?Dd{Rd503W*3S* zQ2!nKgLC&82h)rH1@Dz;#K#=g*Bc|gBVq~uW2h<;udh+y`54zL%Mz>*pv~HNkE2fg zzMSs{oRpVEx7s}FA%BWqf3JF{6vTg0r!%wm9nj4nS?^M&iFy34mT7b^txkd#YCry6NI%ij?E6DO}+BDmXLu@a;lfok}whJz6wVL zSGH*bO6aY(o?ppUZ**sd+^h0~j`)}5l;mHl`}SGpLlR{L(huvPn zF%o<_^}bS~C~Oz=^#xe?8W7_BrvUc2hpX*G``UB`^cQy+u|YN=?U7t*)%REN%Y zb%w?iP6IZN^($h&<&>R3qZqIl_&1$RW7_%bl_^Wk#0a0PC{R|z1v3#pM$7H(^Nm8% z9Od85Bv@c@Y~b*y0K=Z|r~ar7J;RA=5|mb4VPqOm4(3Q_8Y40I1n1_RE(oIThk}6u z+h+2jbYpfTE`9E>|E=#+xz8UE@!|c=Q8q0qamm>4_dTl`X4!RBuRpvJCTA5F1a>j$ zv+!HXJ*FlR>9_^Ay|)pP%=W=Y$~}efFTdhygVynNA+TDuc8g7>VE-mm5J{8VDkY{l z?+bZ|(CH=emdU&!Y_^j45lPILCgm<7t&IK>76o&r#kYA(cL=V!VGiS}M>%L>TO^fY z&uMfC)#GtgBz)BVGajpFYQ@P?f7zK_9Mw-K@o`fycpq-4<>cE^n&%W$u=YRNqZzav z!b^1TWOvasmIWELI?zV zQj~f-r?=kxb?LLz8&(ilethDuF;JZu5W*Re$yK&Tx}iaj$^)q)gjsLU9OZ&V=|jo-&x5{{PNQ$IqZi_*3J=9W)8nD_lPHnU#JE6-LgCq-bHBIkh zVf$Y1$yCd8xb(0G^=F${L#3s=W1u{M7JjxMx4L-qYk@Cf;hOm6Q11I`;ZZzylWR)} zosp|_Qum;jgoou?;tmOa3S3o?4_F|mFr0YGYQBeoRH1I+Iq+8oar$&G>&n+cyy&>w zT0f_Qt(3J0_APNYg860KD)luqdOAJQgJPbp>VVC^b+Nh}(DevyE0 zG9aL+0000IKpQZu)`NBztquVIjC>X2uV0;P?c5m594(BQ7+9E9<;3)u8JRd4S(!Lh zm>5|ZnVIz1SoFAg`7+E+u*#GGZ_1GD0=$$Q0y<3EKoh5wMJ(!eEFx-C1yrO&C>4b$YAtlD(H&zdDl3{6 z80C~c=Dy|}dUfX>dQHCO7@3tq+XDdzApzFKN)racY;~U?aB8B};cWAKOt1WBX@1?29`J2VlLlIR;R$z2M;eTVtL_t*gMZ4 z@Td*;kRL@RJE8m33Uyj0c(O{mD?UbAZ01**>CuER@iGBuH>~^HBHlp=l2d{`a=6q` zb%~e&z9L&G37m}2L%-BLIZW>6PkQWjPU_tBEW!&*Y(mhkDO*991RV@Z4{=GChwFK> zJmE14BW6}X>ew6Y;)n&RB^L|l&aGHv_DtqhATAGzEmX2|NgL+XvNgI-j;cY!_*W6M zz=>u3#;Uf{vENwT5BZM_t;4sy4_lTl1Opqz$kF1SFX#o!E+~D^c4A?dsKzoq&hBEW zQQ2=T{j#<}dxSehl)dkct9ZY+oiwO2fkQoZcwb(zyKBE2g{fB&ruC#HPsE@@!m(Xp z%?X#jVGpnkHh^`aI4Gv&WTkMmD^DQDcK0{*g5<|p-uO`Pl6*o|tKEmBjaXQ|Ix&bb zpXQxR{}5KH7|@b67@Xap<*FitBeQ5*<7n*{yH=*VWAr2G76?bWSfRu_<+sla+UD7k z=wU{Wv!`dKnPe>$qrqD2awKr+O45hHk#4sL7}#WX5hXA%l47TdfQoaD1d)}twZev% zd3e`ek&WKnc7xK08_c_mLO4y^AV)5CX|`qD+mNz(p2P66@mU$EXWAO#>EV`0nJ!5L z9ctL`+e)qoq4L%alok`TT*Wf>`k>6z#6kT5HCbtmQTt+ORdZ8wKl{^%$gVrQ{erLB z3zq{w&z9e|(pTWc=x8i9q6dM*6B#5gm%x_!*Kr6_W%5cQ)6}T=B0a-W^Y~2-%Wati zv(%A}YeG-ujb~@U5uQ%;9uj4t>F7PSo)^sm*Cg5dcf%dy&C*=pB+IFEekDFZU+bAR zA4-~R09``n6txcHg#@`{*(W&&eZM{8@8in4t+gD`>)`qDa;PlM?!5bXPrE-@77UNi zo~K)QdNaKOJjW$JcW)+EtzhXhSPMyV1jx`t*vH1R%}JsjmBv6G0~n7&gwk@V zLL4q=)A&;|R2-|UOZ}SYgXFItzxqxK7&|Ojh9Cl92=LwCd(HZTEL`VP#6E^*H{uv5 zg}kN4a&2(Z;(T;~?#j4q6TEi?wOh9JrBI+P3!yMPBhC08avf+|pcG#cxRb&jvZp)r zx)bIBLF@foIz=w+qv?*tqSH!GB_j5_&?Rdw!Hw!7!>Bu*EMX%d3D))XUfil~1 z%g5F`$oVo#$V>Z9Q48t`nVT1MzpL^IQ3o?6tZ+1sv%R}>9}wkpxYTNgv?e8}1#!?` z4&v;4!l1zmwASSeF4Ww^V}Gib`r6wAnbnjCwZbjU#Ml?6T6WJI{X|u9C6twvC5NPS zw|`xdh7krF;_cFVlOBgzp*4+Xr#GKC?p!}?hoV9AK{hn0MW9Nj z#U=i7)e>ZAsJF5=F=iy7;Q#P?!!5%-<}*<{A2b?3Vy~)$HJ)){FqTh8TZ319qeMPY zs&{%G66C%n4HP$LZ$V_C|IuBFF|~<+BnE%i^eXHJ3SFryBo4>g3eaC zC%dUpt&!FCzOVlsY6%hRLug-D zSXA|6^y@LWWiqjBBs&xce7r7dG2MB+*pEJ0W)`E#$~Tb)Ko{TP7^v?ITKIt=->ZPD zFckQ_dDweIl}(8Lz|&v&#A{v7;ko;+Da9g15Kq-MzlV7lGYM5_B)RE=D`W|fq*R7!%A}PxF0sKt{2pARQ zFHJk(-U+k1RM$d<>cQQ`u|M?=I=yE{zK%i+~A)Vl>M)Q%nbjVAnV_0 zboqNh7G@PWmA|kNt}hnC`o%_An3%crSUL1KxL8;@IltHlCnF~-C&z!$@K=W8atQg% zQ~>}Cf0e&5od4MJ{D-~{|C8@9f6qQc8azVgDTzbqg7Vs4@^>=&P9j9jF03pnq*O{RNbggz!H? zg`++2W1bWMkRRTbj^{I5l2ZD43(?evd8El=joX#N+@{2#TI=YN>;F9!AR4Ek>m z@Beo7zxSg4od1I8|AEv0O~YSpc2(2u?H}7LTJHa!hJUtuq4z)A>_{ff3)??*Z9OEA zzgfrs!)^c5p#BHf-bGa|{)@fJ{9pEp-uW*^^gr9{!z`(v$Uk&#yX}85sQ<;a|9j8# hZ(hX72KKLgc>n1|VBmkzitx2FefcvI-(Q-^{{tQVf|CFM literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif b/tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif new file mode 100644 index 0000000000000000000000000000000000000000..3db41931a7eccafffc3abe0d347a41d13b423aa7 GIT binary patch literal 29240 zcmZs?V~{4n)~@}uIc?jvZQHhO+qO0B?&)dUwr$(C`^001BW06-uBpnv4?&w&1mf&Z8PMF2qlmlXy80Pz3i|CB)l0tJBn)9rtT z`d@yu|7D_oe)Rv1nf}K({}sdgU#$FJ3>ORw0Qnbt{m+6zU;*I&6#QRhHQ^utf`82R zkL$vL0eJt|?LUq9cb(z?m;GyS%0Is^Apl?|2mr_%{@)k?fJET`(*M){=l}oLUP+RF zr2zm2LzVy0|1i-1j1&amKb`&$|LfZSC@^SUINE>iL)L{u0MG#7|ArO_5JwDv{f~P1 zgZ__F603_V6L7E)&=aVt$P#$j+nEwDGs*e6a7AWIb`E1Z(}9hVBjbO^^%psLLWqS+=cQSzKs`K;NRJ{ zmXceWcBEV3UeHk_7&&%S@M=89luZV>@rdfSDyXr_?f4!wa}dTc-Itf>>`Adwq58Pr%vJaA2no2_(9>p-RNsR&$^evh>FP|-E zn|vA3v0L%K;7tfBoHVzB1^Krmx1Tj0?|gHhTlhY7W43}4`Qs;j2hUrpVyS}tbw0ET z;NpKX#k<{6+q7aE`)fP@&MURdQ5xD5@~WE41G}r}Y|I3#c%`m);Gp1q!X;5olB2wq z8E?JDMIbW9Tp`v<9`!BhF6e)#CDgd$N}7*d=A*ddW7s87%7l;K%?A2Ipc6>BMMdyMm0v~ zO*}VtLpT^zydXAn_P^Qm?Rg|l0sUZ_+E2;!15RYZ&dRCs-Wb%(@5)9r!xPMvII~0! zDK#2>Gpy2wv8q zrYt4~TL=p?D)0kA9Yqdf_Gv;z^y5#0=--F)zVj6RZG!1_HAKF~ln&%eM!G&}Oxf+6 zn0F4`J034dSa=5|YmR@)F!_=6G>j$pQW0G0-N0vMot;f+iSflJ zH8Vk7MH|PFJgOTn0}4i1^Mr$ghEXA>mUgG5`n&HlERyf+P;xc{^%ltr?)V>men>M$V+jQb8fxB<-cNC);l79QBC|B)hBFZ4wnK9Y6 zL+dr)R(W&-Wt>W(=e3MX%&rQ;-^-)cNk+Cr&>Ku2AX<}cA!VxD>i42$<F+dJdsMN!I25& zF^VsB0wn1h7c0+i(Z%e%Z0Me@TzpEF#fh+!@=B8n#LyP?iAyCq66L|iS+z<#yUb>o z;UM~=HTT=rGvdtTO%8!1ajOYD8o_Jz(bGF1d{7F?LawPPp#w!E(;7Sqcv*YlPD4!~i6kqG^+Rrc zuCZD`94zZL#dCFMDLqA(z5_l?w~czW3esg7PSNf({E_a6T!&S?^Z^YyMge*cc|_DP z7~|ul7B%x?T@NBYVRsHovS<5MIk>GUnvfLoZ;t{CjVQbC2& zDnFfY#o}*e_Cc`eW5wjc6OfJThunuxB0D z8v3M$E0i&(b^M1@P?gaX;|$yK}q!jX`h5EKDx+?~8+ z@mR=3a#C`&0zobHWK)i`NTMS;lb(_+8ds4SajzK(w%aDhYf$>U2VdRb#ib~nDEZ5icR#hW@ zyBmJqx6tVGUf!-Uw)55)4pJC7vzN9W`g^o$sUkb3&UB5pDoI63EBuQNNvv=4lH{7d zCGu5c;guPAL)m^i=AxId&WJ10hH9mfnyL-6&a*wo@Op+V(k=m5xmBUu=63`k&z~q8 z>EAy*N?r4jLktHsXA@iSB0m-eKnOPHQ*lI$fC`NrBgcK!VfD^!!~UnobvNN&N2~mq zmGe5I?KFs7?75|;A$1pXRbgF?`!&dYQoYls2#By3GIVV<;j(ZBXJ0sZ2YeUvdqhYb z=TXAyzn57-$!bmX%EkI2RaU1$2PH%emj0vrDJG9Ekn`%pauk)fZf z0Ym&qw-W#sVXS>B_imWcG$b``C9v}b#Vf#=v>tx>vBfv^ zU6BI@Yl|{LmL0+%H)~QK_u1)DY|oH^J8weyXT~!y*^r1b2xvT{HPb;RY>RxV9mHn- zaYdb5rsM^fzofi>*c zbybJ`CcM3|n>_KMaGLx1D`$OQ=w3s4pZ-FSWMSjZ2;aM%pGHX>D&LxhpxS^&XF<$b zekoqr9*H@FI^y6!8)}+)rLBmE^dx-#E_yq*vdL20q@l^)@wxUMyXZKfSq*;VwX!B# zeg=j2G3F#=o(LPuU1MFW*Xo7_~{_Bnw3t{rQ;v5=tR=>uw= z?09bk_p=my#;GP6s_>C(Yqu!XG-!ScnUKa*AxTHWq<5C070!#L@`|`Mk93d6i`z53 zN{=LI`28r-$~>GqxqS~thK-A&?4}+)P|N7pO&K)IMmK>i=L!A@)wGAOI$}$>?~PbCT*uQpVldw=uEcgSWk;1w?*53I~wA@Bij5r$gt2(cena zxYQCh5+@iDgBS^Z*=uW;j;D8TXgOxk|HwB^kG`!(j5{{liq|sV|%Gp33!Y76K_T)LyjyYbu(Wt3re+LI|X=!{k zB)n(?&vgDVra?+9(S#3T1W(EloaRO=T#%@zE)OWa)^HKw!1fKM!e|jcX&z@Z&l0j3 zdlq!dTjr-j75jGp_k=B`-N2J z@m@HmewO##csoiIjQ*FwY@h&zRO6exa2dXpft=HfMWX@P&o5l_zL7E+6X$nEokX^j z_~E>n*A}Xb`r6!~H0(o}@A1nUfura=QT!Ki1L<`G)4b67DWcKvF{`d5YPqvzyvRY5RO}nU9(u9#94T_s( zHx|h1-bls4IOY~UmBMKr0q5Q%Dl_f}!e?V)n6~OEf^#sh#{Kp=HJM%Q zXZ-woS3Ku&{P{Uk4VcxQQFpiMi%QC8Y&nbx3+)5@`B~ic)=|k4g_|X`i-znfzwV|H zkFOnc>$rFEGpA{$-n02=9jhkzOO{ekn9I1lfe=TLFG-^69!q8yA)7nh-r0(l+k}ZX zyTTt9X7M3TiYKrK#DI|fwgZiqr;`Bpkyk2)lbB%(OQc|BN`t1WUVS_ z!x~jW_~(rZ*JEAR_uSLr%DbJFrYvLEqcA^FV)YuIktIOAM0X3aIT=q|jxAxUl`7BD zn@|YsxSep=;kw3wa^JZ@4a+1oJr=ujts7p3w*odebefsp@J|Ik*Q?IT1Q1HL!{}{X zdLJ5E=46t)hBG1@1|V@tNA={UXEh%#oa$Gi?e~+$5b1%Id9qTwpFsRC%aGQ8lP3e& zjqqY@cpO9mO*YA&gQ{RJY7CcfYX^kgNx-lo9XA|Hq4=m1HD2;VY4cp?e#w$7A7|iE zXZBLW^1GzI*I=jgFdC{n?2U#qrO^~td$X|i@oBe+Z&UHBkJy+Hz=nUu53@D-mE_sHvXh$H&xOc}3`Ai`F9vv8?XjI~+8ir5wLdXO@Ic zW2btQZ$53^*aDgT%b@~J(bK5=DHVlATXzw8&QO13s_NQ>+7kkIAHrYbmJNIK zO9HeU+nBZ{venrh2XPt#j9RnY4-DPENaXA%c9!OysweVRP*J^GG3pes%I>(x7{ilB) zdsSJkEoF?`Q5w0U*m5-0!tUEWyGy#MMC|jZpIA%yQN@0NyKQEqqzDdJxW~M#Wm?`z z{b*9e-JhucNT2R&Nty()X1B)9B({c)<4G2!4p zAZh$n>_;w!CGd-Z@v=a_i%0v+z=a2TP z7>OJ}SzbVHhVRXt_25phdJAfd^ThJuIM5AqdD->5bqA^J$lMv#hX?LEjK$RsbWBg2 zZEsrBzK8BhAwgZZld{)Zi4TQzK4`#2UTyisQCx-PKWMGvG@v@ld3u=R=;cw6-{)7* zn$ro>D+jLU_9CRouIxvEV%o_XTPl#uNH{7Lyim8pn{uarRZ7)Gqst3>x57%Yu9f;}dsX4?Od6Yv(M! z6~JnLJ46XP$@yvu7!!s4{8>@uJ!T#3>J2X=qWa7mBva7(mvAySgaalEij!K-Q!2jg zMuaHhBCRIRW#;^?v8Z;ygE3@@(g@LzKoKlXa8i*FM1;#nOBn8p=cYHbjj`@HpZFE$>Vlm^CnP4-+~915AjIS zx(|OC!aFX>;0gqQtcG}R&(&_l=36I?h9k1P-&S*iSnuy8XeM;Lk*F_p!s_kpxT&R5 zwlNBAW~N6g7naJ|^Jngc7B{+>g5_qV9%PtVcj9Q=QVxBDOgo@F6R(&lE6v4dEmXez zJ3oMHGP^@3J|$BQI^<2t>a?$~X4#sh{5o|jceB8$0NksDE4kcsX z{k*!2Vp@_aGa!1mA{(mzC)w% z#i&(u|8i&R(3$CrX`mDL;4h(rs%N}R^&Njb-v0W@lU&gHC>O!_Fu&&3jy|JfDDYRG z+F3A0{0ivS8`7(i3Q2x5XDHFc-%2$mEQ)1I5RxK(2s6&CSm3|)^kurc{HD7mDHFw^ zJ`vJT?;oQ{R*qFahLoE)?*f(^mejs8;zx|t^M9GB_3MWP>FW8F@4wM zWI;wfsYECL3HQvN7WwqOKO({V5w!$SP=O}5TZv~BKl_}KJu6%fDyKERg`4w|=(Too zHa^{kTZ$7K8=7I8t#di0+Al@%E2c-I^`;9r#M|l<-r(@|vykdcO?9;>Y`rKS$RVDY ztyO|Tx1mPBJb*&xGs`>be5F#|!@_e_y0G&HMS#^cQ+xjYl?9%`2Q2LZ+mw({wQUkD zi0W)Fouex`d4A||0o!~t3dVA}zy|l#7mUM0RiyBvB`Ga)$lqApO>Ljrt5rNT5uIVw z0bV&Q%yG^?J)u_88R0#h*4}-%ir2$dy-`G}s01m%PuAmMf~M4W1Wb12Lf&J%%*!!o z2x;JiZ`I58VWKEN$46pFIVQu2OITWfv5c^<@ZBT=pnY;MCKUa+LS<>f)%mIBaT|q& zjh+ix%GX0o{4|=EFzt*~As`(-cZn0|tN^uN`SzkdLY4)XeSQ0dVq>noyn|qww1mx? z1&Hynt%6sN$%Yq&DJEvRJIWQ9JY}4AQw*+_LXHD>0HTXxAr9jW2PuVP7v@foQ`F6H zrT#EUkAT>7aj#Y5J(JO-{tq zqgk>es%&p56OJtz4DUh&k8gZYxx<54lknvm_G|_$cn~$c;$D9M?eHZVFlvIPXJr&< zmhJfD`XG2$cF99J$9GZC`h5>Z^gAXnkHlw=VH)}$LxG1c?D*}ruIw%x#xI9}8nuz7 zEkCELZaoY0LjQXuu@(N}1h5_R9b8YMB>jBWa@_0FV#2AQo-VT6uTYI+d-U|HDjD%H zD-3U!|7NLZpDSK2?Di4BtFQy?5K7Zy!AW<7P}#=T6H;Z0BRXvLJ+mXu2!zb7`bjY% z22i<~R`SGlWLCqc*(?mMranHUgcxbzbNQlXx5;7qn>h}$2zY-qCIaTAqZJJ|S3d0KNi zmi8$#TC`L*J{>e_o={icKc|LaRx*#lmcvN8_yN!f-#H zm|Cc;fW0RlMHrVF(xou!mBXh13|>N zout~-d0B3DZ|R8&AW-RwVDC{Qu)dT=V3Nh5vU>CBsc=c zzL;lGKuysR80lsUIIq;h(8k%Y4jN3x7Nk{!;Ac>8|8*{oj*e~`d9Ikq9uF(K#bd5; zUW+@ut;31K34Y4Edw92`aB!)6^OK{(rv9}v6;M_!kwMHf@1CKE00t)r*W$NJU`IXN z;w!%FZjImkoiiA;`17GLo-fyEFC4btW_&`}wh&r^QrD~Fko0_c-qj{oJKrcILF-Cp z5F1Z$nnWC*BWJ}k48lwS%+u)9X-Wz6MKjWRZ|J)0AM+g^lQLXAnE)cxy5uSxon@dW zpKHRl>>jW0zeS7`?553zSvC+jeoFIix+ZP!MV$fFm1a*>3w2cKAefz1i2U)p*`ii- zdb7`v1Eq28`P;OWUIRC2Qlm1%0)p~8rApBCo*HrOi2FR}W$^3>RQ(Uk`;tkLuhcC` zPu)Ne8pykNm)Mw58>-i{u=xJ!*U~m{lzZ&;uTlm@^j+%aalNij^S8LG=-Uz{3z|q# z)X$OF)<9Ddbw8en9}4jhHm5)BY$ z=-{Y=ojGFgv_#j_tOvV&MxOFpAlG6sH!p@`UXb**8&l* zvPfQPBL&6#_D~99U~em{(<(+BqSq zqno^B3Io_ZWb9{GN7+XS4(|SD30ZHgf@P~*OTUbEtfjC)SOs*~NZh&QvFK(P=ik6Q zX9sN|OC9&bs)gGI`L@1GVoXikAp7A)JLpnhfokyC1`^nG|0Lb4J0LP2PL+!#z#P%t zwYeD&25%gSnIwvxnU43m8Lwo&<}-X!_1l@0D9M~;^(`O8y@9i*t8*IeF{sS!_VB^M zWV`zh9x8|kR@X(mtkePib_E>%4EA;N32w_*&1 zo{RD{#<1K(F9q^3ukE3}=D5OEZ{wJ~$1Z?6~#|11z& zOenB7WKbxM+RzRP%5pu)djjAdG|Sh!^};%q;ybxdxdF_rjs0o0q|jNCHO;VZ|C!zF zKYJBy45uGSJ)?Xapak zwxs3#%5CETp#`4!0~$h9X2hxw{pTf?lx35XR^wS+;WB@jH|Ah^5I8bPU8qV3OcY(MyEt! zk48U5#L^U_zS|Au$V{Ol1T@S+^rlCaxapP;e&-ZYAOFw~VOjl=rVMrN>RYKs1idWT zoboHbq`7Hwh0MUE57D%aV@4}e8yjd(j5Ym`u3ZGTg}uE(r>KDKMiiJ?6I*D?u;qEc z7cU1_7xLcX4eO*}_YjKl_G+){N6Tc#Yc1ZvcQXghJ3aAx>nwy ze7bPTadk;@iMs#Z&aTews30Xsb1};&iEn+#KEfE$Tl8978ZD5ytNkOblKV}NUDX=r zCtp?|9RQ-tMM;Qo~J+k#rYJW*_r0Q^kaipQMsW}CUiNbV0S^nm@`7uDU-w5G|Z(F6TWF%HT~C%5%1WVd*AW?tDel?!A8ze0vP+ovQ>!ToZe(Nd~_V3R` zyHunM4W7`~?-scGVo4r{L9vS{6M00DzLGbLewwcUwZEcV%(o}S@`0WLr@)_aslDH4 z8}j~w=o6!XQi*LzN8w<&+E((lym%wNoNyPvY%;TLxI64%pe)KmJdW+7Q zVixvTtCo-#V-ge@Qe(kT*Q4Y0U=gyoW%W-aJ09)kF(~bWK*bB=JX>~?-6O2sZa?fz z**;64yFuJ2!NRXM`x2K%@K|V3<{{e!2pr>bq4OYB_4C`=s^6j}UT-Qjt>P2h*0v^+ zCyzXSRfW+vDJzLjUle<(r(i|OY>8Mn^+uTy+A!k9s{jwRF1&%46SV*KrRzo7ZD&#R z6M>iebYW?Llbv_jT-DXJ%uJH>lAR2#F%+-=2~c7Xe&B7hRd2Q0@8LL~ws~indU+S+ z&jtvt+X%8IWS}d%5~$mY$HKCwwsT~5C)RyU^<~v?D|TUxsjZPWDZ8(}H$P1XPT^O# z4A|e%gBWy!NZ1Rt&;1nFVtES{AxKL5yjEDigpz4<48t(8qw*ExnuhHWbDm`pv!a1q z=s=46+Bzrw**EMw+=49+&u+CfiAx54bM1XkLqFZEz*{^Lt}kSH+ha{P28bU&m>^i$ zT*RIblwv$#@8tISc>LsV&^4HM9_Z$+~pWPulbi5IZ8W zC$7Us2c^jQRofXo4{muIJc;O968I5Q#bn{IO?GcqiXxO6S-OdR7%=T zlq{rPbwr~5Ie&g7W0tu8pv6zJcj&2Tp}>&u)V5VtP&PZYunstayz6rDx*WW_h~@^Q z3|~v1Ko*Ybux?^|Ao4F?ZXf9f_NG{tb!8d}nleRT`-#ph+O)Fu2MdS20{d~@#L96TMR z)-QOIaIxSz3N>*+qj)e)#X?#Q#Q~B zJ;o2uFaGzYO5s`unHXb+0?ptQKjEkBAj=L7UA~YIfbu=MpCk5qwnweFq zbpRDsHgJ^80q3D}%d)&A9~yfnJ{8*}h)f^i&EH3>G?tL?AL~x1tZyw?ZZJHN z+N!_RN1$LxSE^AE1qe>Iq}7slmzH~`G8D#Q5E3Q91(+4oR^j?cHgvPH+r z)_^I+Au*rXCXm4uFeBi|K@Xk0bym;V8LD$zCM+6%1ftXihl!MZKN~9W4>0zws7!@{ z4=l_(shDU5FC(n=7Uz%%g+^v*zi5pWwQH5~g)8@RXGTW6Hkj*P8dg zzD+THcQANFIr_Ecl{O#q;`CYh?9_?)#V|gMuDnnl<(e~-RQ#37Fas&aJcST*(p!_% z01$SvbmaPQuEjH(17}|Cu$tYd`G;}|G3@iYUcE->Qj2Ql$N+`uQFJZIDOMg_PtA$1 zTSM3%777h{VVM(T_@(;Fy~q}p#3rs)3)@dAO`Vh&Odf(ZxOJ@fPG8BKnUQ%`KQ^O) zgWNC1crs*$My|1}aZKmzECajS;h#k<+R$^5m-3r!z@K!K-JImBfsJiY8&saJAj7ts zkcRXj0jdEg0p7bzg=ZP7a`}=R%5^I?>5PrLHE=R)<$6=hPwQ>q0SH#>qTJ0~u9toR zd($4F9Ko=iv@I1~V$hRTPT~i;Z6gxhu>+0j`91GFgkhdJjx#B{hHV{jMMS+;D1(Bd zFe?k8qXa?)K(cv`$_n8Q)Y&z}o-^VD+?r@liRLQ!Hu0LHdUoFCV3e-Ees4B6Yt35z zUF}umR(2JJOd}BQ?D%Fv5@-McbSwnUrsy+vN@A~u&@$!GNegEG#pLMh=96>mhUPw1 z8NW#y(QZ%SD{lqr%7yibE6SDOzk|)FLH3!>vL%OJ09wB8?3@r3G_gv{um_YQP@whB z-kV!|Ifuaah{4OR43S;g@nshMhFS#&J*;n+qW&{_bo1;AY`FdgDu7uGhT5ekfvUux zRluuA)Y2ZuE-kwOIxX6(KM$K5C!P8p#=zG}WBthq+M_@MWNlidf}vS^Ib!cRna(j! z6M-`#f0OJ?uDOR{-8y{uHf-r4?gwnou?E(%o7CRYDzd5=&|=NR114qZvKWFYdFM(f zUS)sL)SvDUXHY?$m(GIhthxV2jHX64VKx07UOz+0hkWGi6*HWoXD}3|W%|Mf9P#2d ziIi~@ANd46rd)rRzunwR{2`&l>4b{N9Gx!kT9NN>)UK@5h)N}L&YbS`7=TPn+w%e& zAcRRz?fzGX9j!=<&$7~^<_65$CF_E{s$k2Hv4WNigNUtnKF|0dMh{j-?6UJnht1&x zzACK=B(;Bhe5rrS;Gtglj%ir<$ot>UBmcgpny#H_Sazjblb3jkc%q0|FqS_S*_t4T@gMfWJSAe zpmd(}(5toyPka+>Ja0MjQU~FnNzuR2!F8@K^hrlc?FVA zzteSPqiy}gQxFe(P$?4_U%_PN#bSHXTM<&F(JI5vKTH#kWE}pg)R_KzmF& zivol2M>RN{93J=;%j2LLDoV1>l)2F?e8TPhM}-KZi#ggOn5mGY4rQ3^Vu@gS9t90# z`QmqR!jLAs=>au{e&_|;g4D6F+3b&Fw_W*fxS3;zFT6z9)M;3%P^X94a+beOSz;M4Uv~g&9Co$ zd+QgPdc#W^xGF?bt{WAfpfi^SmbNy44dU?Klw-~NVHlitU@(X1|4Y%!lau+IMSm1B05?E5K!)3@m*rAVzL1EO z75NH2^vs}6+H3gcSQ^+fj@iQujS)qE7~*7t{EyrR@#k$R4F{Iv69=>B)$?@J=|rUH zG`~O|O|lW@R0C%jfyW@o=d7@Z6hBMJ-`^cvUl=i4(ldCUI1U6U`tBfB$=v>8_NVCC zgQK^S>iPpJQlXL>{n5(;bWk%pS`om#*IJKn5TJwCe4JqZz_fB=c`UeCk9F)+)C=D> zqt}-s6!n(VP@+(-HJda;G#6vUEe_hP$d>J0m#+ZE?ff5Wh+#4Ix5DHA0z_ckU!ofx z9A&JB*WpTCi6TQX65&UUkENBz9@KVcz=a)~e%2(%=2@=TNT6J2)zU+B);A}VT<%7x zhh~=8RF!1d((Eahy6sJ_F&sX$!1uNRz=)H0RgL=PeSYLjdcew5hS#}5C{x78I~kwy ztZ^w`L7Twb8jkSQD5aRnVq2`1p}N!Mx_3Wx23=aR?_d0I-P|46dw>P!6;$sm>yJVz zwAkHduC0yJWJ6_mrzdy$av^fs$n4&hoCe0I1;sx++ zP*G;+piqjc1O)aKQuW@)cqHP!FF1K4F#9p)ckad-`@rP8A-m5Bx2X?S{mOkJ(w*Oh z6~7-!?^~_+_hlp>%9vzs*wZDw-(}J0K=WZZUa}@(bJoaoUrgP#r%8yHM#1S}<8fk* zx6j<6uo4gr*6wPARnc1JkAvo$sedMy`|3+*h(V z*hn?jXDN1ZoD+3a*`Cczfk|b8shDdv&DV<2dm4`G9Rt5Y=FOQ3Cu&eGitxx6mM=o= z+D+>60#Ar76#$h{_|S^*0qr>^dvGUIvp{%!`zSbt(d-QY`XE<1 zk#t%72AmUucN9Q0)42yCQUOab6*0amYe)4gLa@?h=9Aa@7d7mt^uL)j0N)=rt(e(ETsRwSPM2*P9Ni7h;4MS}|g3G$L zm3^Xs%*uOXt#|HXJ$sSTHmZ1E}wajk9WM3iD& zf<&Q&g{rj>Nx2^r@Nq7<7=g=%DpGeMY2vFK%jg7`RMQh@CJmD`kz(3`Zh>MJu&uK9^W%q9hYYWlMpZKt5(7E-HuhSY!lF**c`b71+`b zkSALKWAB$BE@-llXZGa&Y1!K-ur;^=!-5Oa%k$MeZ`^T+RwPeW>V?q`c2eW$P&VFY zZ~B$%%$8gqUC|)OaFbS9cR4#%<6|ihyg;`i^qljH%|8~~IvytVSq+_Ac6>J)xF{tC zvQ)(Fu*pe;g#$!yZpQjRIo+g~g$7n;QAuN*6jH^WSr@+9$}7Ij%%vURCbLfu%<&@@ zY~9-Z;!?}u3?RwqhBn{Mz|mj9I|SAEo&n3wS3J}@ZRqgCcF0Z)2m-k7-x!Sie4c;y zU5APaNNLs#o#uuK((Wj89}#l5Q;*>^^Cb*UFa_2hY(>`L5u&Vk$da0B>{eMsz$q&n zGZU=ufQsg$<&SKxZM*G)I~l&qAkXeG4%aNN%RU1oTXN2j?<9J0$rsI)zTG~MUbUr~ zusl0q%X;qUDcJ23SE)d8#6L0)pk`{9w$hd++rMGC;H65P$?rWLty5WX^U;dE03cX;jTCN?&=C8Sz=$k z>Y<%M!@7Aj8MgUzUnNtz;g8-No{GFQWD_eyI5|BLV!8(^Y25Vd1gF#*aoxJI0G#3bbpKoP8l6!kUYC*)!)dr7Xi@ zuA(KRxsr*96o**<291E+OG`o`1Wpl)vM<%5{q|BzWQA}^~jXClG*6IA&M6H>9x@2wNRky@t@lKqP~ z)%OL9+Z##T%kp4F`TID64AGE5hLp5`#&Q#%Ya|kx@oJc8e+;`#*+nbAmY3ltW~z5t z%>k9%I9AjN(m<5=&g>y;x(?p9y`%ST-_@;?qboE>xU7#f25<;%__+VRmJo@;5~hTX zRSb+-au*@63c znQaXbv~pDAzyQAm1X?eBk5PtXgm{zaTiA9zE^pei9S5|DyPq|6#Mtwfuz^0M7?MlV zmd|gYSIC==2L-9jCB5$=GVGKNh|Hi~jnf>+Yz0EpyHCgJM57=Z+&F}Bx{EP>!m>IZ*>U!lG{ z=Qae6^-|g$nR|##R+01kbj=`61=8Am;F3VgFG-dImi#zzy%cX-K?(ia`omuQi!;T_ zUF9v>g>#~N!D>Z_lk2Tf1sS}{Uo7C0kMK+GSQ;UXAmss@){K)oQ|mbuYerWYB?JTM zUe;8LAzOMAlIWxrP)`iVhn7vPoxo{8`h&M*?B8~ImS%3JlrH4<-r@!`Y3Q1GBep@= z3LP%0x*jm3h;<;Db|o7~BA11sXgS>pEdzW@Z-H0vVwM!YPv zZ1ciW(N5n@j+HY-mYoTqHka)l5QP`^l(8Lq&?(Nw$>!vMtmfA-GiTjQ3eX1#b{^uL z)q_ZYv@bI4I>*jz+F8Z}f;v>hcI^%*+gXfZi2V$1cPp<*38w0>OpL{NYu+84^Wc^} z%pO7X&qJFJT0~Py7YTE(g(t2WCUM>)a)QAlZU-m^<@hpFxWZLQAnFWXd5w1&h|rm7 zTETg6zKQ`+#_!q7Q#(@L+ZADeFI>!EDP8`}rp`_?Ztvr9CqK?>=^u1W=HMD8!kZ3P zc2R@BAA|OdQWdm0&Xur`2}mlMAY2^?7!^^??@>2e2D^m~szO6ebUO>Fvl0M4i7fKF z8MsK+CM`eaMv>xFNv6#nTe-HohS#UipTnTv%M5DDEC)q7a}aT2OCA1zESIcI6uc{5LYcKD;BWMk|kMq?x4j9n!@lilDyL(yb$> zCP~z`FvI8EgO%qm+BF>mLB-d2UuDQiO2nhxbC0ZYkxVw3dP~YzKk`@|N1wNQmrs2a zE!s&N8db0wwE^SOOhE?phz+cC_WE8TR#t&Me0*A8D)v%L+^M1l34doL-Fi*$9Wo(s z#qtV0q=uZqwfHO^<+j&(E=?GE-&~?;aZCEdIDI|X3g(dgYC)dO{qp(8$u3+y83N`I z&nlcj(n%wj;Lb?-SLrTdhm};dnLwLiALK8NMb>+^#Saz}kyY92;wY+z{vQ~8}>z7;9 zJ|k$n5ztz|POd~0B%bEa$a3T^q#MA5?*Bdw^JTER)iZR96ZXx9iW{_LlckT)Fe*gh z-iY^>CszEK)h>*bwVwckiRog8!(*)H`*_&WF~9Pgrylqc?2sMC>WP%R#jN)~tjkzu7;rAmZMwE5!pW_ESCRi)b^a1Ol^#=TQO-Bc zFQrTGe{(HC4 z)_$dp{M|D9y>N0w>)(cUP+t86iN1b)kR;Bb%at_%gMT1r-HDDQFl`2gK^f zi-sm(L_ahxuR3P+tl&d}Y@KY^P~;dlhd|84?@Ul*}^$qDKngm~bO4lKX{g`MD4c zKLk_aFKQl&5}3<|RybA4fee(5+_mvznC>poC8&j5CduG|N$MiO*`rUyVsJjiUEZ|6 zB2}BwA`}JSj1wtv-8=98V3Jlar)c~C+AxGRF#Rg7vz1%x4&!XMyyO)J_Uq-ax$)pV zRJq_y-^@;nZ1ju`j{JIE3e-&D2EthJM`T1@Xta_w3+W0Kci{5Zbl*P@5^*+Y{AO zPB*|NG32OJ_%lHlqR-+#1OJAgyX*}Ny3xqtZffEoZSUY_+}Q_`)v*@KsWJkFC5D-r+u>EUDkz;LUoDt|mMDMAg)BxN%_es9AU zUg%B2&zR5)dxG&Z;#eySD)PyQer<;Tjw3@a z{0(V|Lpz#0W$$eQTT!M%YpI%upZPUGf>*Yzh^tn^I)CF~xR18+z`ACalckLiMqDWU z>@FO_UC>Q@AZp14UNwiFSH3U>sAVQ)OCKR2ST`SGn1=IDuRg_KJ+FvLid>}JC&4ZSf33JH&#l9!Fs%`EBOiBye>G`f4(ViK zz+lZxci{?Q#=l+CWCXIAFaa$7;>EUbuEvC;U}z6zio2_zFy{BMCvz09GZW_HKo!;f z&MU`-q#7Am6thxA-CnT)s7igVx#^oCl=X&G_l#Vd7qo-NJ-NG;AbWdX?Ckul1nR@K zSx$+&TsOn|9xI|s!8LOro5;o#A6wQBO2Wl5FBNXyuX+$k9!ul6C*yw)x=6tqABMo5 z6-$u}U+F#)5+;_!C*Y@Gzca^jiE9@9`E5ap#}cSsY4qwQ%_NNbPv$-f9L3}#G@g#8 zhVPP=pAAVL|ME|uhF1Q#u;=&p$gAkqYfj_S3@Hpo55{xoXZ%d!BwdaI0oh~GrMheO z$=UqjMLA#aQ#jH-8$Vp+x9t%+u z(^gOwn5{j{!u~J2ZsVb3OOio8=V08)wKivZ=`86o=hgth)(oN`-d!^!?b8NELCG6) zQU=x#Dnnu+ewR*}QHJ3hlwbT5q8ew-rvtNq&!zAPD`{ioRVB}u8ycr~Iqn;y&Y1~_ zm^S*Xhhxd`3Xi{Vt!VrGckoIU*Mx2&YJCdEO8upj{WoUeNd1vLmD6lJ6bXUDw<)1C z=^~I@mz|ewz+w_D0+5${Xt#y!@&F3kl>Cn<{N0gZI2StI%kD{2qe}zQ9es!gkE1Z= zZj4#7%V)0S+X$^>--Bwne0Q2BW#r3P+g<*{vZ5S7c_%uf8|SapO$EX3fxcO;uQ3>d z`=dUqFRc{gEOyt1$ z^!75a@^chX49`a!gQ^1|X}hUch^b}jIWhwz{0fwS``O>Z}vQY~5U0h{*2 z>ni$o(X7XcQxVA@{a6t|IXM~<6RuuTq;?Za^sg?=%b{@9>CGZ?cT!&-uE%@VO6-`tt2alCsk=b5tZD?OxIjoAhec2}rSaM}rV zL?-2_ccf>qX{85=hdeP}wdOqFNL&lBa{$N;^X6PU)bm^!W^Fi)saxVtZ1P0mb%vGT zTGtnhqT7oOWRVz2N#16}Oy%gC=B5Ad-=0K6`T|Gw~Wt zna~QDqaJ+j#^=Wm)#ki-qG=p*OG(KY{s4KkoKksU+zQoOEzvl(hNQimlwZ$ePU5mx zvV%vwD77#B09XP40I{zlZy>zreCN_mE=;q9`_j&T@1YTRAT`T6_u8`B^a)l%ylmk- zkE9Sm{66gYT9IYe`j@fL6DVTF?Je7~%2Cndr!emPGZ~6J*+Pn|Y$ufSpC#)HzZum+ zD`eZILbiZAkQx)UW4yhYba%8}f=~^JZ~oAM#Qi$JSKX0rR4?A5oUkR{E$RBc+g`Vl zc!8VvI%(@K_^Nzyh*kx$a_|z7G~s^-CTnvJSG9X%`wAI0hlff}d|B`0&{vpAt%>$< zJ*5R_wNP{_^SNAB_8dR)gF5USA4DEYV~#=%TdA7$pjwga#JwTZiJ1qJ}5ME0cQ`FS#t|Dn$aEf#*OK>B^}j`ai$ z=s|o3mGfAf!cfpL#xrodQ8wcG9~%Rh;~we-q!2}Y_|{^pAQ5uH_sct}DHsI@xx+Ac zGl ze~#7oorZMi+jk%Ry(R8ZE=F6Unkd-dK8#-T(2I@2jw+94&t(NYhi}mK^K%67WmSs-3a*L^bVL5H32HX#xc~-H!J;G zGH#fPIS6-JEY|YwR9dO5=jHPb;5f~^+REFF-o_fA%wdEz`=QSf)&j%-sw6bixx%KsxEvFZ2hzUPStU)$4!0OXeub2S|EawOEsREqhKAm&Ujz3zLgh{{*NZ}8N2lgOuF}*~tx&}IBqb!o{ZynG9otqk+=r~e~ z6&q8AP=R3y*EX$T473ACyz4L_VR*=;PyIE(JOhF;zj%@|hza;I4k8f;KuABh1PX_z zTJ<-*a4>$>%Pl~i1lZ+6Gk3-(t@PvT6=EX2Rw z$qx4j=8}@tWx9A!kodm%!B%{3k>~qJOge{ihu-zk$Vj4X_g4CNMY<=zZtV3eZc$PU zkGOuLTzzc;|MSp4m{4-d*yL5gS(0`!Oq#X)*IBs!o)wz_^1!0xMh>wa4lK0I$g@2h zL>vi1uAAf*SJf<8`)hl?W*GS-uvJI_muZ;t1&<26nP$~&FA$bHCh1se0ZS6v*1vyl z|EYW^s)*2WrvIfOB*S}F8__B4EjbB~XFVza(PTy(Nt+7esl*x{e<~E!J#Uweelj)z z4qKWqrqRvue6sF4cXAr3OF`E-541liO4^2o$)tg{rc?nNi5_tJ#xfQ_oL!xcXwcK@ z7&7;TO?bD6wR720HmDfFyLY!;C5QSQDdG=jiRQ0S5XF=ENum@TdP--zGqtrW3&o0MW zrQ9k(l}L;T*9R&x*xHq*N(4KzVUqHG9kqCrgj4EP+d+VWNeIp+ukID~kcFvaKM!l;O7_D`E64ND)@v=iLQl&~jO}(}>{u2EVE1M0 z=v+8A2g#Bc`%FUB1swkA4N5??mlYVilO7oo{^=;aUV7rcE}!hTwkC2Z=g{%B&QIXB z2=-j;VIdUh7Yh*OUtZ)1c9|VJw++(s^+mvxLG}kuQ3c^8?yx^sw-YGy%9v zyyX0q28pf7*_PQf%s^Zp`RLl3#uT<=hl@A6e)Dc71e^$hmAvTm?c9!(7<}wb&?lR( zN(icCRz;D!6a?t4NmR8K`6ty?q{7~n8Sp9a! z$Z80om$GO$M8apH(Avo$^fy;xV{iG)DR!Y?o84$VKxRt_%BAML-gw52 zJa^2BS`bai%iCzsV8=7uegmKEKF}7F*Q|H5r3eeR&DAz z$hdpoa8B~HGD~PYyzg`R?M!X1FYp^@H%$9%q{9)|!1s0XrGzU@VIO=u5c=N*QZXEJ z74|U;nFj1#Qb|x<|Do=}{;-Rj;0|G7S7ff0Lj+A|lw%zZ5MomfD!`e=Ix+0tbuUpb z5Jg!I_gE9tX6O5*hX~>Yllmg?<5#*nVH>=9KuPU8%(n7OOj!*ODh;T6q+p6;R87L@xJ&9=Jm9Nyh;JtiK6XRB9%$S1MHioNFg!F2T9ak zhDqs6=p86lG_WP9v~s*JQdt$6ZD~9_T85n{!GnS|r-G+!j1fR5eULr8z&y;d&Yl^& zipv2#*E;uNS+UZ_CERs4<1Mx~0~h#@px~1-OIB4>UzSkUpB80IUvC|H>Y%@_2o3*R zJB1wVj(&ZWQjqGjw*1dulc`(}GGC`ZW{>=P}+awecCiOw77qrr}R6Ci}zTR*I_0b|c+hyQ(okTHkEX5Ljkm$oCzir3cf2{bC z@i>qkMl+6dzGc@v7Qd_tN3rxkBIevIjUAp;VFxRT`X!{i) zn6TxxcG|C8G?H>Z#Fi&dyZaT<}>w9IfRY!&?BG1y@(dxv;h&{2%%Hd>DF8wngP7+c_<=53>>2Pix z_P_PGjjwbf=YS=fRFiVkx>w+_UsV4+Wh_oMU@5j;4=gz2 zv3`yEO*WK9#R;A;&U;o<7ULfzar>f(svCxe-rcNa5f1w~ew^^ePm8TWug_IHXV-y$ z2Mj7|?b!=>i^KE%{K+FQr?(fi64|_y3|5#;ok!C;@JlT1eLGiSl|=5p#wH1WnSK7) zl#y!+q2`c_SQ&@6h^!u|jUwMqPwOA1hU{Q8j1={bmoUTs_EvN7(mSPk=cmRm&Cc}>Wb#P`*BrQUnPGi%ZdtZ|2joBMTij5=DV+2sbH*(&Rc z>MH)Rv3h|ecMp<&k0@<7{WWJW7tLvI%3vJWmV|NE%3{XR$M{CO`})`R0p;oU+_5K! znazy0>Sw<*qWRAe65i-CsUt>t z@(!m3GAQ`HALc}JKwe0W+>w`Hky^U7Y?S}|d}L%npVm{xuV-oT`HE&{9I6dZykXMU z9y$^Mw2}bPC0RbCvpTKmNdc*|+o^Jg8He#z(9JpMiN@fok(Po?qSl6@wX0?JzN0w% z^UGmNj+%}v0R65~h;R%fWEB#wvSSg?UIwMp}nKzuavMhxneNgx4y0tJs!!k4^uD1XJ@fHDE1IBd^ z`9kQs9LMSa%nk|S0XC-{>;ddpJMSY!XY&Kl2X$%9y)eFr8G6}{2?(eU0)0H+eCuz= zG0_DFT$EV?TX5H_uQ*fH?e%4+OaA{&z~8KEBozhkK1Mw}ZQs$;kJb@X{8*ZE_&)?n z4+l3gt91aD3X=iR+p^n}|2>d_yOMhXjljK`;?#KvtQK7f)DPPUfF4Ji>+&ekAY(ee zDem)@Vg|fUur%n#qi0=$i4*gG6I~~?Wtut)Pkpc3XPK3@I9MCQ*@F(okp~P2VILaP zqk1A9PhzI+DCf=4&C&Dn-KzXy@mO7XDz?4B@&i?_-3KgDHjv4|8T?8yHEWJBppALuCj?)^LZa>_r=B2)bNCIq zCapotc|`yMa`?n7xuMOm9?421^#iZ4&#%)4v)8}@Bz@7L-mbTTW)f!3HnHAHfmr@K zfut5x{aU^dDLK-bNVa);mTppTg^&x@=q{1dn{w_M6E~C`oi{LwCeMa%hR(k%i|>30 z=+6wEnli^nW7MHPG$qn~0JGaA=15v2>3!~z96{*nSqZDJ>d2A~j#0@9K5jtJ=82xl z6Wybr=9arW5|-jVLHg`8T=Wr9%%)-HxykrH@Up)_!S)aNGjpu6M``g~>Pr9?%gbi& zM5R|G?d&)`Q?y=_ZM=BgRKg#Y`(VJtU?&l*WX5CThhxzCC|x??kyvqK4<~sOr+P9!y-LQN80nQEhem z?kkjfh{MJplbZiXLK%#BBts`X$r(5Y#JQ$}Ir5>-&0hghy9VDltKNYe3FSBAqqgb* zRIA^I+`(B>CHj5LvDCJgRa2yOv142gG#@v^1=*dO%|NM^-utieo}^u|XHJ;Q*))0G z=evA3cdL6L`i1y8V7!ryhs-RWly-OAwaV8ChS-ELZ@t9sBF}=k{jsUKNQpgbI>hGC zJmq1`+i|F0U3uRuB%FQcoh>R8eb_Cr$09m*Q;=q=pt#cXhjndrzKd2>fxh7Iq))3h zDhCPaT`IBb<9rsOUmf>!%B6RfNg}MHA*puBshtUE;*Ju4_f_}jOCN{tq4|zgIX$W@ zN~Y06Rhkyr4n0DHDHWHmt)zsfxX zxi&QJILOJEg>^=kG4kEPP8^H@SLGRXh@ykTengWz^Pw8I;%4+@RkuG-xsY3<`)mBc zu@;R-B|Tj%_Uf@lEk`i24Ir84H9=S{s)EMmM?nHGh)fDQ>;^EaxthJSGeIQjICo(+ zEQf!eb7+VjXtz*RfCwarq3bHSdARbPtchHygd71DqLJCsToNokms zcS}|O$3Bl}8nFR(|4VNRvy@xvq8GH=BIR?$1=&?SZ{5IAJIzo+Eq0Wg6Fr(*LwDY< zZFT;S3Tlc9Arc2_RPVugtVy~9%VN&ojx3+q)u7?EUDdn0Q|_ykdX5!%76{r$dGSM_XcNJDdegdLnwD$1{e(25v~X zPuzi!kBJE5HGAVZ3|HulCeCC=4f+V*H-Y21aELNh2_~snL_^q91;%PB= z^wfG(d=+nZDXI&oN52huI@_n4@;G=uN5M@qnbaWKw}f2;;k zMy`DU%?QejEk+~q9Z0}%qMZ2?F-Q=p2`IeT5VtdDXM$0?8^Otd3v0-t0lLlD-?C`3 z$hgMhkZUmg9J2h?2D<&BP5w?F2mhv_E$ditlVC>~(KQm9OG2*c;8=(#oA4u#beDrg zaX$-~cg(*BEc)}@#x7e&uLItF5gIp^RVxOlu~NlYLHa<@U3N+VCYJ}ZQDhvS9zQn{ zAz~H@T{+4865U_g6vDCDQlxbNx)@9{uAOPH>76z+={)#RLpI(7{X9|69n&5VUFdIy zBBp9Oh;IvJPcNNyb_eOzK^qe9MnZe#2q}P}kLp2rj;<)GmcavD<2}-mnS}*818%)p>J}(e@*s|X<5z1%@(;&j{CS665(2reb}YH@m`XuDZx>j*IETMo%xVSV@P~> zgw@NO4$?5Xta#7vS7OQ**_|my3IdV~&M6ECF1n}KiCM+Ko3V?+=wR%%cS8Nf8@ScH zYAN5r2hTQp%hQXyBXoWK!FVt@V?V20NE_u3Pcx%q;XX_F4o(uzWQLcFT^&Zqc~SF z=A@^dgc}Zu1A@-pfsXdM|L*BlOB5R6GxDN~Akm55!g4p=>$SYLU?n5?N{s~EKRtq< zM`r$#8)1&jmkv146&{Z$x}Zy-9h18Eyg;pSyxhG?2e0C< zBkA-%VGok|Sfu>KlrD!EGNN_VB1k+t0b~tRsth`k|I)>12UEq*k}#^@lmOE6<$#1z zp7YRSIDNS2CPWp<3cNKnYUSeD^XH>Ox)a-zG+542M;BZiSjTnK8rrFN{AWLke$Vex zs%-&S8kYEq*w59-05%C>Q>t9H-4%Vg7Q!o4*1n_>gT5QJ^JK8(f=1UgwU^*63kIXZ z8$lhAi`-k#}-yL z2f^}be1pSan-4uT<)J@sp6xpATsv0*1fvlLgSLMuI~0E<&c>glv;$^%+D`NKFr-?{uwpmTTg?^>taX7D*#7wF`yZh%j4aVlXK0R_*R`fCgi^b zP(C@*&%eI135FPqUE4)BSG156Zk{s&-p`)P`HUwvE3j!>1Z7T~8)=)KDQklFJr2nr z7+ugyA-_5VF)OBgFTw{#Tq^jNcFfF=`*fIAR%w_4vTkVI ztL)+TF6#A+o1Vlfz<;XXp5=X{IWsyc?1)vS&j8BPD0~$3EArJZ6Hy!Y64cHD!j0{~ zXD98ttyt_GLXY$bW3>8xk8+1LC&Wmdul}Mj#oM?`w~ZHwn@<>Cf6K@(tO#RuMH-gs z$Ij@o>LqQn&E>7}I;aY18Q;S=sD&yZKZ;k)buE_zRt2w>*i8{Y&Cn z_q7;wy$Eks?oR&}`F?et^8M&p@|*SXfgFPCKDq$Aqp?6d?`3yNGe49x#XeYys#dJo zMoPk-$^|HRnB8-=SNc|+`)iFEOvaGKf_n{)Ib5Ysge{F03%#MaLfvp$&>?URJHQ`s zDkZOZs55czB24$WBLCC-g~<@z0v4`nW55VD4nJHr!z>(?M;rduf9>WPX8NdoTp%@I z+vWX!h`aPp@-5ks8#yq_)IQTTgw%IBFaYzRC_X(wlHw7%nH=FJ{VQg)IHZ||!rD0= z)JOuo&lS;NTTb5RZ*Fc}d_8Ck&u<6WC$l(mMtPTG>txu{?PcoAY97^6FksA${||f@ zd`>R7mh!FiS3X0`*{KFq{9FSy9CMBM%suva zW+5Ki8X_fh1?#R|T!*)}MnDa;vSG2waU=y2YZ-QxeKjI##=&w#*52T4-&dlVhL0`v zWnxH>2%>{|zU~2f1<+P6Q68O(WH$F|VTq$s7O^?F z&IdSo!_n}#nBkH4zvMp0oK6e%U%HbYNzy$B24TJey;zZ*%}TM3SXYato;o$7h3As^ zr5Zp*Q84&KciMsd?d839v_!r0&@~tmbinuGvA>Gy)u557b^-u$e3Vz=<}JZ%>=L@tLDt92IbteXN5Rp_ z6-mS=Kn?h&k|?z={Qy`2hX6W2Lt#F(g^46pbdndlC%NCaV6)op1PqV5_uBoF(tKa! z_uMo^fs5?B<_nhueJKKw&Y^Snl(jaDG%L!0*j`LUiz|LU!{>Qf>G~)|vg(}+*CbR? zZR!&?YLya~Tyk`iIIcYcxZ;$J&nhwk8fS97?5z9%fe;ehr$XWVT$EK&lk9 z`Yuar4^GL;z8R~#|9XG!&v)y&=OK@8Cu6U9EfiS$ViAL&>3yDMX$6gC;D#@1z3VVh z9X{fNo#{FP?hL8#sFnTV3@@c7Mxg#Sr`E7r_f4z5dB7gaYi)}?E0@Y7u={fs#E<(X)4S*vfK%uEBh@iSvDb2)ZFw$ciZL-XZnNomo;(<=hKE1EeD=-`YW&0!2KpF^ zAMaI)3aE=kaB7Au_92^Op`D<*MP7nJCenm^b{IK$9IUF-EJ5XyNF$q2)3gl2eN=DB zKYVzHE|+q?_=N&M15NveemU=phrIbCJ`PbvOMF;f<_t9e$*J~9t;0e43E#;Hx(sLi z0M9QQKC$f?JEjJgY&0~v<3ELo#C^JbjK3P*Uby?=6O#c&=#3G#9Sik~+9#XypNikP zxcqVtIc(V01Y9+gc;}%n@~vAo)IO(NGO)^>J0qA|2R(c=Kn70-ed5Y4!O$vny{BhI zZY;0zaxnb!d`cn>{#f%N$#cRxwLDr57h>u(?JN9u+i6s5EY=H>H$y@IdpW1ha;Rv zb1rpU)Xyf#O-P1~f3@c-;|iAEOEfbj$tM&3>`VA@YYZ4bkpkV^U_v#xGQ zCWoz4$L)IPL<akyUlPM`cNpi}9 zz8guLZ*mcG&Rfx3dUMbXp&HN6>XWKB{NN+9kgy(H^Ed3f5omH4A?F&`;2n_>RuK1-Yg@ z%y9UV*l~YqV0RhPy4EMEyfCByWL?jlZZ!+8g-Ho^>BbI1Gq1e0S+>(Ee5gw8bE7GW z8gjxVpsgZGSOR2g(Z?`81_ph))WMUyO0Xel^Q`@`+I-6_d&SZ*!&Nv5Oim z5H}SuXaVWTQg zeQydt2zPMp1q`2qfyMt-CP1wY-+e!Pd{srW!p8;-K}JUHc%z3~N7q%|XzL{`A&Idy z9(=H&@*(u#-IgCt#&{o$&w5cDGZpHu12{AiyN#p>ZAl``zc2=) z*E#N`MUiQ!nQ35vwuT3TFixZF-JXgGVqe#hKtn-{Cg>dzl9Va^5)V!~mB#h~dI%^Q zzl`^W`cv-MY3U*u zaFSeO=Pg}yYmw&mg!{D6%-TiHR-pqP%pXnPVbc76l6$=MuJ8J3EY)Uog*_ItX$S;a zXsgdQF7X5y`C9m&b;0Y(a9@uk%e0uS{4KKBnLVV-U)Kdvl)J_~-y;E=h(Piix(2gV z&h607?&e}1dVfbYLM`YSr5&5TT}ZKJPfBFL!|+ z_a(8sKgzXS{7RR}Ja`oc(+WX~8grtv?57{i#zd!>%B}W7pnY3cmfy871ZC$J)F9G8 z<63>A>_7shQ&;Z4j5^9a-y|^-zR*xWb0#`!0hyIIvTrQA>rW1)rVHPJe66ciUPxvK zX>w$=m9p67Oj|!iNmVMq`Rpi+G-X>MQ=!;y6F=930u$vwRZ&pEwR|{b(rOn!c|aOg zj1wfXFN~<3*r1|0v!2WsyVs!hgIJ!cUH=TCj2#<7;y>H_2J+ybf^6r&jvTFI*6$}& zzqUhJO{l_Dptt_s&+SCN_7B6afu!3Z5Q;kI=g?`KCR0JFRu~D7W>9FjqF3khZeU)P zD*59;$ad{t>p1imUCheoc8b zVPfa_;Y4}!+;y7o85g&{W>0wJC_5ef^NP}q%S)%zd9(sBH7jp(DMDh$8~3CU z9P8{CI;QIZmli{Xld+Rvg;E{aSu}QBF5ykX7B0itY@m!fN7XZ*)~vpUR-ql5J|ULF z%1|ndGrj9&W)bZu#s6uawq=Et<}Y>jzMsmS_;`M*6URzGYA9d6e8j-Eh~h{$oLw~@8eTv6k9f{nEn^A+-CKt z>N1YL_cbs&>5k4b(t!q!Z3VOjSR?}Vb9ej?=!B40skEI80$LdYszi;lWMN(I6*YB7ML72&Z^*VGM)A+@?O@YeGOZr`(AoQwWaj*kPQ7QCaMHE0CHA;rb^QYUsi zS|VGy+__v>3EbeE2Zj=jupZpcYU4K*qts+7#6^70+H((TKtH}NJklX9G^E_$j6+uN ztkbIRzzOirhK0p94f~Llr~sx9fOmFUX$qMV>&t`EsCK|eE3MCs>zsO~l@p(kVuI6v zTD)S21vih|5$uE9gfhV{1-Ry)Z{K&nm)hPDcwao~mKwX!Cw;9{vCNkNhYnCq1Y^sg z7;uRQh-%`LH&e2HOXP7!%)8D+$va-nO5p{et_NoD$%fV4{(b9p2L_D|O2Zl+5Y?<$ z4Zb9kG%mH{s5FFJ`k)(A&G~>2;Jm)D6mv3Yq4~zNOHT9hk2JtBFrp7TplgpC8^LMQ z-Zrz}RTBJ_XoJdex>-gnoX+ z*3K;iEr0t2q!P>rD|-EbcLIIQ;fqy#63>bR=ASEV$1JR>zsd}kRT7^x_~7pL&N*dv zORXEucd%+JnTR_%b6y=_zU_!2sn+QVRs`M>2fk*m>pOO9aYr5ZkTm0UPmwO0TmT{My^aF)+0gvNP za>|&&jCOU+(iU=Y$UF|7uXu)R z{{M<6WqcgRr0~5-&|a|RhQ=sRqZ1Lrt0>RWs%nqxWxPcIR3%?&V{GN$ZS7#{L~r+% z6oA|=?PMuZD8B2A3V7ygSt!kRnQJYWa#1P3@(o#spC~$$d2ms19TK|bghHIZ1%^I7 zdjNmf+p_zG114+^TkDO$4;4E>zDL<-PE%0!B@FiGx$kC7?+x5qt1?ecllTBV9J`_MitW#GtuerGWam{LDOsx0wiL^L=s#(m6q;p4Fn#gz2 z?&n9_Ws^}3e4&sc+cYkk+{2gioRhFnM%y3-MKrn)}(5+y0S3Zicl{b%F}c zy_Kk#;6v@D*K#TlB#36xv*~`fTQ6OWn3zuHW!Sk=iK{LEj;RRKDp_N;2Zz2)c{k~G za4>R;Eu(apN{)Yg8HiA69GZc`xg z&8;GgUX4vrA`u))2OGmjbot5)=U6#qL;xS7%0)SMD$H-KZTWfE?Js=vnp5!Vo10wO zezu!w&YB)B^??`@f^p8lsRJ)@etF27ZX*9-uyDd{BzrAVS!}8&q|(6D=KOp}!{KjP z44N8|d6vEj(HXNt&b_$G?5Vdp929;35u)1`M&tU&^)HblcE4F!OW*70@=Rk@Xd)54 Zz#x^%Acem2dDwPY(Kj`9Cp?|K79rk8%I6T;BhSmHsjCzxaQK@<0Ah4UT^`;e%oShxz_- zPzWpl{GYD&kL$ug0EGWI>>oFT0|W5?@yI{^&p`a2`Swrx|6^3R0Kn0|%xyvdV1*w5 znAHOS#(V*Q{%io?PbUD-^zZSj-vEFTOdvomJJ7$C`p^8|K`QY7_WzatKU|+Aso;M? zjD{-zK>s z5_NH9LJn3!20~R8Swb&+J5xdyW;vh#Reb=IEeu}(jldVcD*?Wax-ra_n6r@id95yb zTP%6>tuRYiU5yr%_lTaOuuc3WL+2eIrsb8G_-nn)FL(&3ql6U@Rp{YL=fFSFN!ZMY zcwW7g`fL%YJrHfMmxZwlrVY=DlMa#{k|$Y7zL+z17fA4sVc6N7L8ysE&-?HW*j?>k z2KO5X>sbPbmp>927pqzYG5ftSSwYEIzN#%KPj_A9i-Ue1%p@zy7>A4-Ne{6L96!kW z$E{Py-r`F6zd7gREd<>Ip8ZUGys;#fY20pM!o01d=!`tGGKn&!3Lh@zsku$N#5*Lc zu9pIBENsQ-?KLaT$V*(fqdxu?J;YkVK$B%BiDRNb{#kpsI}t2;15=RJEZ-}?!xcs@ z8r`=Xf1=Z>${+mhWmHN(MqMu?hh;(N)Z>X}V`Phk zLAhXCn$R9z@5&(ceo%s9^%pH|Byb^9JH`7^|azQH1nEkQN zjgfa*o-BU~sWr*P9xQo^sHIDIMNWjsiyWmR+tNRsr6=D4(%h)`#nNQxtCZrefy`+^ z(qUM)!3wZLN>akfGJQ@P7#L|9X#gEA?Z^&yr%x6U73<}Av66KWv*un~Pz1Pw`+st*k$HWv#yPm$CY8%`-+Tm`p(p6?Z|F(B$DP@K# zrD3Iro*DzP{#cP#6i{o$zyYz64W@yX;u9ChE{h|Q)zL{_#I39M5^1j9KWBu{=dL1k zzCdppo22eL#0|5C&DH$b0Ohu=ju&)&M{{i@=`@~s0{#@Y!qrCVsd=b|KJ1D49RpI5 zM$bN~u>;g8eHu323i`|qGbVy{%8rI;p@5R_SrYWpLo8r$zXi;5p1B!plD=46gRk|0 zDvpdS=dNi#q>uBb{TE~bIxnObah6rNZQ2i(`{$wE(g!RU%CKjysd65Y_ANO}6e}Gh z1)JNHyJ;^jOEAP9oWygsy4h$kW}nr8EIQK635?|IKgyW~VB#LL4ez8VN^ zU^cgDlv~h5YQw2hnG&auT*P*?FJb*>M+-KE{C9ZZ@tK+GR7%b;fKQk1pBaAU>NfL} zfj#O=n2dou{jxrp8J})YG0JE4>a4l=g4hIsNyjwaG|AD9+d3~)@g5;6?u-qcC0b@< zm07srLBz39&ySSgb)qVC6EN&JxZ@9`7E@xTYA!rS0b^>-_I(+LKfKVe?dJ-n4B^VT z1;H9%%Q-^I3f3Zr2{6WMm9P)hsR|G!O)~k$Vnrl#O87Ug5GmP>DEH?+Q%UDP>~ac7 z>3PXHtxy!08X#)r1&6Cf#O!1^jJx*9)yZx#spHiB1XQwfan;R1b^I?WYC5&nCj#K9 zJM4YdzfMy8tcW7m+hdfk_t2U`0<{VHuu0f7`{<;I1H*Pc{Zvr6grU=A={_-^T53+a z5Peo$cs7AU4b>09f-?QkpM|ziO8i4dY$?t^lqUAj`$)I_5FeXes7C5&1PFsInj+!V z3Z6z^S#~>HAYYbdt|+(s%MMkx_BJTy!~IGP!UgBHj0nAn_Zr~>=5e!xR(SNxQ&kS0 zT1FoCaFv=nXFqeLz}5_B_On*9KFjw|r8-9|JMtX(YI(YS4HSFGh)^$8VsEhW|5UsI zcvf{h$+5H9htom29nl~J2+}Udi2@SeT9IwWDmYW>*YW3_23STh7Dvk59xC%6c(%uRyV}wYLP?F@`n%ts4 znj7=c)|28v_0z zJB;Oc0u1L*E;(Eq5O?6_DwqkvxxUmJ#IJl0WVk6!zL&}_jV{?A7^i`j_Q88#4&$;U zsk`zJvajt3FKLTA`{hK%41uPB_EMn91dNrg)(1@CvcG)vMJ{|Jw+;GBov&qNJa+pE zsCCQ;4M}8!wSYOZG!^2mkHval{x%IstEig6Y(!?Pv)M7pl9P(_R7e_C6y#ZGlgNkC zOX#GFQERMEj-pW^Gguz9kdlWlXfNv60+w=H#M9NkYQ=e-WOkko5F~u`K4gmS|7HQL z(3l;7tP_>zS;K@meSnfffmgGgl?~uJJH_D2k@R^VqZ8MZj)D7qPWr>$mZ;RH<(7(q zC6VsPT(<1IoGXwI^RXJ3dbIb|*8_Fg80X3ek) z=rx$??W9-c)7xOLS-ck9vNwc|GT$lTrOM7>9ytZO_Rw^M_3Fdfg2LuQ2is@On@y z#Asl)>0xJ(u$yDs%BP0IsC8SMJ(Us#`x?V^RI@2n?bPS%*KH}D2QZ<{UcCuZxW>3? zjF!0ZHo$NQU$>IC55VXSd#-s;IE4Z{t1?SBFGvCF!O8Zt$TO(?YTheso1ZQJVC(q9 zQj+8tem9Zo8#Zf8M@ed`EIrUH)nJce23~2IbVUrcF^ushWxv}9CD^%2q+@mgKijRS zSX^bOK=o_=h>VxlxIUuqsiO`UFjciTtH~xyaZ{73;t$lm)i*RB01NXVG%%(-XJK|p z6O2a;s=I-RU13baKG1tH7ZXJP}b+N@U$067#dh>BWrPb zyQe;WW|cj2s%C^LpGKwmVWx;`i~;8#%?X_9t(m~3dF^2RJ$^?FW${N%Ly^C2{sqU1mDBQ7CH^XS*`x%rf^kM= z))YzExKs@*ZvqYdI!?k1Yx?F@i^TF`&R?W2EyXMw?B;RLgi2PNTuL6+YKPl2pP7Mj z5?X-&Z1Lrm0C!SfYFX#72e}+gn(r^^HEdk~3q}U+^5;8)o8ild@WrPRplPklqzvnh z`TW^md>L)`M#%js{I7&Cv0>ka+YC)xaWHO{ota! z%%v^UZoT&#saKg_}#?(iOmDFNP;>A_Z=`lDxeoxvf zr5Oj<%6{*eUy7^+rv`T-^zjH5Z7_H9rzm`aQjOpRi8RloG+!m6uD`* z?u-U1Jcz2V;W(V73~45}3Dd1I&21b9DkoEG%>2{!a-%Y~E=E4v=ULG7iL&y&{V`}! z7s5n6ol6OtwQqh2y z@JQfw;c`jO7-!Wx>Gz3pZ(tDXlEb7$-E^k~WJ&ZA0B5&{B6;pu%uC5j*V=Sr$5d7& znr*+(^)?3rMtl^&QJ1uG;uqNT6lA9FLGXPl-N)zdiIUOp+jGev)GDU{EI`OAG`~&@i z@Yu7&b@)o%@;x{zcP`}ab*W1WZcJMnLRnp^KX3OI-x0*2=MYL-xIJd^1FweYJl|8e zTONljN?}*=oAVGcPkC2Dojz?Ese&3D2r;5~m7pJ$@2E)CIy7G@6jH8<`oMx27>6ms zIDTI!7<(4Ewl=yJLvH*8_HrJW1L*w*Ud68E=%qwo$F8UewqfV=1M)KTMf}r77c+## zZ$6B5POq&}|L3h}Lk5fRHiH<^BN!v85Fkw>dFesG`C1he60mkdhn?Yix zM1SEtd&_`1C+tj82wCVbGQ7T*!cveaeQX~7iwPWXYYS!LMwBbI5O*CA-0lZ~IEKGD zW|DSL7g%EaDnt*S&{hbgBB{{*1tuD6=f6*U(m953Prm1mh1CJ@0?S&;R4E!sib)oh zhV*rHVmx{c(VfQ}kQ>R)5ZAUWky!a?HwR?fyuq242IMzY@#uaMU@TJUF@!VquF5&Z zFn^+qV^ESyeJ{VO`-rEqba9IIC#s~Snx5{^_McLX$F#O)S^N0d6qOAkCUga- z=%MLl?2p-AJi{SQJtfw4#iBDos8Q)V7Im|CA^HxSjR}S$U!XA$;@IyKCGesSEUtcm z4$4UgUHaHkVRef8BgXQ?4C#U>lTI0Q<=2Tpv!BR$-($prgZnBzmbbzZH)*<9tI>N% zbYn(s=ds0;<0BvABHSynx~7osgSA~Iyq!sBB*M(hy^a#}bt$*wx9haP%6YHuV%?^` zRY5TsDp7+_#5%7|ARAq^U$CO^u-n!$x{anJ#z2Y7Jsp{=xz_0s2dE9Inogzki$#Q zNpvYpg(^DyvB%2{f`}0M-3}d;sFAjzP z5>?rBxor<*I0WkttdD!pPeeY2U7s({NVaHfLrp5kdntnda<6_FbT67;=YeKv6o0fy zv?uzj|GG-WhqBy$y_6o~24}?WwQ8F^tNWr*`EZhXm09RiW;opyFoT)A9#p&v{{kcj zdI6s7bWF8M=X(>~;J*podOdV~?&cHQBqU#%P#&KBBSKDxP`J4olsTgX!UTC$!ya4P zHi&7Udt8WD>OOM(Tbx3~EROQ`S;)at==ArMeM_6#-OfxU{J+hVN{Sx4Au*FhPBm|M z4TECEdeLUHH9;T}KU2`gZ#>TK>gB3joF4sz$Im0o19fhelNPx5X7rY|`CQW`H_6t+ zR#-d9gI2RUD|xLFHxfDq7^%fPz5aIZPKt6gDT==8pPUT;RcP_DF-bY%KUVhEF4|gW z)#@fBPwv37B7?o)wU^?~p9lzC7uQl&#l)geoJC7~s1U5Wex0YoelkqH4j=UWFFAT_;!oS1SBnI36U(#L^CdArm*nOYzvit= zin>!UFVsxjhg8=~Q#CIP=f_TMs$L;5rj2tgkc3lw^d)V5L2_AVbbn7PAkcTf#*H>f zBweg_pa#J69H#Z|f4_bfmG1tL0h?0!?u((t0S;mukV#>FQq!mGd|?)mX=7(NKYfz) zfbg8fIdZ}4hj+QH`0&Nf3^+(46fbN~1`I)Khngc$SqsQ@7Q+q=2&RD=)$GcR?k{6U zb#kaNM&=&PQ3q5dO|*59e!KgxiyP&#UJh4Mjzrc%dz=#>#xJg#EG<;)t`&0cKl<*- z7M26M*UAv)l`8Lg?*u)SRZB=d|Bfyi!pdHMd0qZ>O>H{Djv((%xE7E_GL!m|lZ?Cz z6=M8_iNnDE+bHn@R|wnHMsPJ|f3b->7U;D1aM2P!eqMp~=@atXW2LyqqcE862T;vr z0HsJ2#CdwpCJIyZk|8IVB%osXnGa8lxqLXvy0jQd|4iK{td$#=uI(ng}Iya71SBFA5%1 z@c7{beif$r{<5wHO6K%q131H@N&5!7u>!HMLm#4+T#;3B!kBt&AU6>Pff-Z$vN-fI zwM6_S;SH<~CgK(J*pqNxvc|BDiu$#~dh-x#P?LI^$}``evtizHGyT{8JNmqO;ZPlq z=k*ry?Jx6dS3;bw3*z)>Arae0c+9m`gazm)H^<*Rf{-_VWuGQOyl2Jmz(0w_J6jW6 zB&y{^KT6`CeIxp$0I6`vX9LUyPoX*M2}xodQ!J;eo)|)fgZ@|sW>Sk z?hs)71?W+@--rU0VKc+S5+Q|WK{w}nnSuO7h|BV0VYC3Gz4eJ-oHJM@CRtPJ6irJ0 zNy#H*;Pg8gAx?3o?btJ~4F-bra)O{@kV_Ih4Q^-fu;YGlpxBfesw;qFgZd<%_pokT zhQ3f?c|qeQr7CK_+Fkr&{4Xt$yFK1L^?)J)>X2i8Tb9H!1p%P&)l_&1{fl+_X7QFb z-Sed_LsIaD)TlkZQAZr*`3uRnw0S0aUb(Sc@ScF)@We^v|pjfSF6yjGLEn5efmrvK{Oog01;Au z_Z<4@Yop?6U{G|&`1t6b-|4J<0So5U8~pWNK%Fu@Mn*NVoK23{2whv~`(t*MY{OhV z&+jDsf^F?iugdjk+SKDJ-_W+eHZImi7_*lB{!Zwn^h+MY884x{h2X6tvFqYT%EJB9 zTXR>+YiYv(qxD@Z{~ zE4cTw3EYDY+K#c+0m;7T#b+NXd?RtMG$krv!{kuhjpQE**d}2R+)l%x^BKv&9wfVC75OS5!osC_ zJMOF?P^7T88a|)?CxNGRQp4p(Ggs}ywK22&``<{<-PWt>>2lNbL+OX%Ti?dt8U4i= zIDhDHfy99CEbXuKOOJ%M}% zIJ_(%7${JX`J}9^r{7>xMV-0=?&}m`G8Ed&3fDTc&%kZ@X1~*NuU~;&aN1K+`E%Es8i!XMd47oM9z6Y zFh5M>oLb!-m2OEt7_gRfdfx@kBj%ku%v+diD3)%VdL>d5XflJ{3)aMXuT2=)aGjAh zsja)l;JyF89P(kCn}5VGdb7LE`P!t@j1?&t3i ztow53LAR|SP48)Y9T0{1OQE6^_F&T6EG)J`Yq-B9R{V_}F@-8q5m=@I-(wtvtX-~a zoXVanv7?l_Ptid+UfP3~p+GyH)7qk6y>dTQsO3b3u>6|<%&B`WKE*{!bIO}OXK+Az zI*z7FgNm}(Dow3cPb<(9%>abtm-5tShr3UDUCQ^e&D4**F5n$lJ#zMR<;%q~Yvwu3 z**;;MHfPY%_LLec++P`HY~XOa1gh`JSJt$R8@J)@4g6zyg|vcfSovZ@ z$#W{jZMrN++o&W{4(1nA*^A z!%!Vww>^QFw9eRy4%ntA?y1pTx_m8%MTC)jHK#LYeR};>Q&lnqH{{ABUjzaS>qSP` z8YX1X*ekdoY~g zMs#kql6b#mMv)cN6B&}$-md%<-5NsfazZ1@8u%A~&*ylboI)u@>iLt^QhooRUlWMt zPa0X8!db5Pio2T>dQLm|E2WIX*gUxWISnl6w_?twsBee8(==Muu>F`rz(3Fb++h7| zYn$ZZX01K)hcIE)LGOPoXv#^<^Oh5ZX@9a$9LjX?`bGIn$L*KO`@&zZY#Xg*R`jvP zDgQ`M5J_1K=*SoOm0~FVL&Ia*d~*=zhkk;LkHywH+4WgQG31mU!4+jSWq(bA0^8Fg zyG{5MiNA`U|B!m{oE-}=O)7H={nnb_FXyL4r^BXxaInRP_9hK z1W!^yh+wz4=|qo|0G>?=tdo$?W7HuqCIwjlnNb8X`r%9f=50LtZWyFFy7?sT~eX7o#ujhr?0hOD;|rlONf6((vk?hqh(93klsvMXX7n}j&HIdyKC@Xw_%BND(E30xXcsUhgK8UqiG)8aPY|4^>xnro)X?7ea9ylBOp=2$V5pZh5 zmPRMqVNr<$X1+w&2);t~>ZjdF^&|V7BLf|+JTaK_o?hJnKLJMHTDX5Mege&o@o-LO zUd9hT)Sw2b_`{;bC#)qPa09ST|Clu3Er~Vs88}x-inv=sF>|{iC1ocexKx)5EY&sB zb#z!c3xS+OgM&4-G60=FEiTW#Zf) zns|8sEwy7kxPhMufqac$KRO22W#qF3qMe;k?6TT3W8Lc;&$({PKZlVekI8F)B;Io8 zt;W#Ng0sU=NfRShGEiZ)4pMgr9;iyJ+r>zV;;CeoE$d2^)6mH&gplWiHbFfy%n6-M zC&yJwg1Mn)59hexLwz!jkery;{;2Xx@__TwVI$0;Qsq%}Bu?L))3$kA`I$UokPyw& z`J1Y4N%gL|St9Jao`?@ST!AHgD|`JJ{NL`;0nM%|EOa9JbedbIjKx-eJAAFFmZJop zln4$%8}S5cVC=i_mD+F)9+LVD70sis0)(*nR%^AjX_=SOb+79pZQlTGQtq3ksrrrF z87Nvc7`8bXnM_a`CJ$Nz!VuUlG?UO=73+PJa6JWCpk^|&zIwG|KTJCIW1UU_1S-Kq zgz&ipa;L}tX?)Xk``DyH34Pd9J(Yd6NBiGEgj0*W7k!OLlS?JHHV!lDxLYtoX-lSTU5o4Odn2XJ|Gx`~<#u4?jk3&DGDrw$vsk?xm5b^8*#oC9YaqKirFirm6&(}fdpPJQ%?!|nGUc` z7sfi+n#o7Q0AEw&O@EQsu6A)EXRvf&;0uXqRSi=Ws69P%o#b5j_f-L2I^hH`CEwzH z1=r6ECyeFvYt1swTvMzfc)NE{{QyDh3cOxlQe~B(crMpP|+!wLwsoshSM!-ir zTR|YKXo6*Kulwd}wu#ur{RY9);5$%i)NR%@d@Os+#bmuUP^+}75Ib#U0s$SJt!Vp@ z6Xy;R-L-zR^poizEePY*+nb}WUYUS5?Bc5qkxk3s2DU7uPQTdkIcH=k9;(_C8N>$L zEyFyEf84S51G6AQAsNv{73^O`$U<_U<+HTWw*9>7ip$yyW=9HAN7XVbqsG}xzZul$ zdD2mtTn7_vYA+qu=G9g=<&{^T+!Wso3PH67O@fez_<*Bx=bpj9UiOQ7UIWl59^5}+ zNKBn8EL6c|i7~v7#F^5uEZ`(EYFU*<`@VwgT)7!F!+QG2PR4^2wEBFl#w#H{qAb3_ zahY`}IY8mt0t~YsL4hp?9SB|^ltK0g&N1d#*d&_{p!#*A@CZXFY8dYthA_moCe;zE z2U3gYWM~D{dGB#N4?{9e>N&QPOx?o3A&-``a17%-jD5I9cnw7jYt0y#ic;-w;UI#` zl&H9UzSly6oAnw^H=~rq!NP{6oVR6qZVCSH#caf91ZjfHpm!YL#|3P}wYcC!CPawO z-Y1O3AtxTXh4)*_&e?b$WO^&uYQ_8m}za1v*=S zd1+6pl%spguM3`YnW-iq+X*g1>T$TyToJ%ryigYWMSNmZ)4Y{4qPt{hm=}pisW^_# zr6;DoE>iP+|3Wt}dB)ARa*MbFm2-r=zqUi^Uy6|bCU=Hh7k4-^a8APQ-{rdYtsKSI zy#|3XYrkVJm#S(Az)_INP%v85gooTZt|7qQg|QihS?OH9DW)>#i^?}kf-WIfyViK& z3+OBdtw%d{qs8OstIF8x)+%*Tp{C9W9e(rm@3FN-@-zA#_lM7B(YE%q((%{A#P$f$ z2w;@JjrSGlL{o|VIc!~9^=RA99u@)qt!ywIM0ndr+>7O*Vz003=%~bJ3N@6K`sM@C zKi*QQX7J?kGDeUGuX3DTYfo*-JFqX;zrx_fCvmJWdvG4Yj2LjW4DwLJ__)KYl%-R^_~WZojz2 zcxa^lF}AH2NZNucJJYNy#`j<5HRSIi%@U)yLXvAFxe+{(-Z!;3$NtZ{~ zQjGi5N9qJnz)^+|bI9MbM*k(QQqIJn;Cbjw9V88hAE=9t?H~F=+!^aSBEM4Mt)mG=N zl(g5*#8w1xw_^BCCcSr}kL!!5j|d<=U@%O{&r#6F7}c0J+8;b<*t2y2DCmx1Gr00W{KaUbhkuVCS* zMv=U#jichrL8kRA4RcuZ`kHit_+*p5SF8~eqt>jotPUYU5=Y34z)Py*Q_Ej6y56(m zdXQZGF^w+s-tEq*`jU9VWW0K)wPshv%kf9$s(jqx>;LriBj1@@0h;kQ|?=r9~hc!d4%P{9@ z_}|ehbM}+KeN}eULQ)JD~c|T?dn~1IUkEo zKQz{-?Rr(kmbB1lS}zRGHB&8e_1wreXNuDJ5;%q6xY3!=uTJ1ITwox<0w8`x7 zZ-fn_B~?(h(DGM5#xG%8Q{3b-#E)qHTdthYq_k<7}>c z^t9r&F0+RVIU@v(v}KpNmfR%Q_np@m4VA#3uKoxFz>`m%=>xB@SeO7kg1{J7hvCM1 zL9DI4`I}(;)#<*03q&&}WL3#oUI?9K*s9IB9Be46|98NvS@4>>+pumr}aa0cj@mq*zzLt0VkI<)3 z`Dj{3_=rhp#H7deGDK|JfD`qEcu@4Y>dHc3Yg-xwvi?>8w{8SOjgaA4e)cW^e7UJxN+jaEUml{SAXbcPH6Xg1Ac! zaFwsy`(OEH3v3GeKWz99MfH|($c+OTw=sKR(GvZ@I%DocQTzg96p;spUryvQTwsVv zfyfdKZv=U#X?(BNV<>Sj%@*d`L;JdK5szA{a5%*dHrVf6iV=IU{MBAutTh8vk4$oZICdhp(6!2ltPU^via}bo8A3)an|q%YWNJMcbfjs$i&xFz4;C56x)(R3azOA1RbhL&d|S zPC9&v-4a=t6?9XAhK(nL*dlH_)s`m<+);+-qHSenu;5pX10!sM z>a|69nCWq8I^b?)E^i5`08=Ur(Ux}J(mW!)U{Gc-Attew)m4buNokdDzD?JdA#RmC zDBiYe&7<2XZ9yS+)Ntvap*{0KT_4_QeXvWo4C?dw=4yg?lxrx>TK;lGb;B$o>9&I8 zvE=`Q_6Yx38#N+!X>SGDAt61FH8=8{|bwP%@*O}!p&t>ezJ@X_E`vzT zno8l?CM8rX6*81E1`!A>d5%HpDfHQqWCWO2{1~xQ)CYH)@S68X2{D|;I8~hgRdiZJ zdLMT1$R(k?F>{h85bXX3XKyC4GZ?P0&c5(k77UcJkiQBMGBB#Y<&k*YWPgqsQ16-0 zdX`N2ype3Nm8-e^ECI_GS(nc2LV}NBmDRr1EejsAW=Mjt<%pkWB;XkP2gjjvnfKYC zH+ZyKJ)p;R z;m6IiqY}C4q4#oGx;qNR%$lHDbPs!UZ4z z7AgP-ll~I4tJY>K9k;lFAEjRd&nRNsvD33hG!VquYK`MyE_8oGgTjxz2VJb%!$UPQ z(w8eeamgjhQ}Z0!5I<$~vpuH>KY=u;&w`hPe!6=?j$Dx=d=9*E?jC!YM{E|t#=ro) z0?H*9O2&$LB*NUh4@xM5y>Jo0bDu}PGMs8PQn&p<6`Wc9U&nijqjiyAnEjA!0)S6P zQqcP+qXZTWvC~1$(A-sQ>*7E5PmO8nynB-UoIyERnd8|945SF$%K)^#Hu+xqe;K5U z9FIKehY*9oLw_N>1(=zHB&=Rw0I}?IZqo;NbK=`fyE}m_r2PE(^PB+3*egs&%5ekZ*_Ek zsiv8L);pysE`V$rsw@Hz`?fQ zJ6|-lsP1XHj2&0G)OGb$zJ~x{Vtl$|iF7U>3xf^jvdJ%!W(j&3A;pB)PTQKS&I6H1 zZo((=Mijl7Dp=YOB?5Rw1A|7`hhm08S|kDR?CLhXPKe-o0YNu zgyRkW3Ez;JefVG`=thNstZo}*?%wK#@+bFz+o&x(Y2FLP(5JzUXHTsjs8Exqqcyj% zx4YEK-F@TGgaD2OlC~pywji5n%EBE}qgU=0p1}QUN!ZMSVU~f?@R!!U$c&d->D{XX zZjBPtq%Zlp^yHY}Q}BR@5PMW&Y0v6phh5;Qut>h~{k2~@0dqu5Usto*kCu{p{orcI8=~G&MhY*e%@{YyCs0c!cQ4lfYDJY#xh=cPOm1chqaOTY>BIEcsTC4yQry%}0i6{vYCvFzx0YB-jZy zCAi{X>KKeKL{F?sU$XAT7oz>=T~fH>prKB0E>m9XEv#Dy#j7oea>Yh1#m{ieWuhzR z@H!g14w*s184c7J!K^{YeLt&B?Pju5(YNx1HUkrJBbRF&7PKN}lY-kJZWiw1C`SQSV zIBk5ikA|2`xIU}?sr&x>6GB=r$S}@Du6t ze4TrOTxU3X1=B9jcn-SASB=>E3c1;P%0v8IooKvrE>*jwFb#K zqjR1u0-o6&aMEL;O)r6LYz$$1TiBUU*4guqz-wp8zXaGtu4yPj9D)F_Dut9{la{Fz z0*QK6C{wEGf)oQZJ_WWz_i_)Sg6+?*$!FZfprVN~4Hoxg+{&0U&*K~$X><=)zgn4{ zyGniYc-@JB2ag9aS%5Y?zIOO_Ye+I!f3DX`C8@1sW78%GTY%DQ zA6jX4oGugh_yIptdCaCwo(|SXV2!_`XJX>hoUtUu307VJ4+X6M39FeA>|m7>9zu5l zPpUFnFX{9sAow&l3WkO?vS8iWiYYeoQ5`&H*v&4^VB=6gy`M@Iha>u{-NXOJgLsL$ zpmKb~hjoPJ_6Q-;6M$ty?#uDG+RNG)jya;(DtJ$F9ClOdoPWqG&ZS=( zn)Z85p`I!+&WSYH8Ab|$tLrld^I;3AzuZek@`@((lMlIW-PAq+Ib=;B0#P%*R82-plQ;9ZwiZUHlldb=CnIcU0 zy`0`cKqK5yL7Q%S!L%$v%k;O_@IXHv6Pb8V?w^(373!sh_q1vC{glDjFoTvWwe+@) zFY~hV{739SY#Az~Y?yz|ma7scy>zH%y8ymB#ok=h13Mg`>yU9>aQ(Z5w2aj2lHN?W z468ImJndC3rE~KgC|RkHe5SMjt(*XVhGSC;6#d}`YhrMt@nh@6Pd*99Y;aM25;iH? zVgiS?X;Cf8OUY>xfn7~fl#dKa8a66rWyNa8MYF)Y{gKaTO!$$c=?1mz$zZw2Wbcy) z7aja68aa(gWLv{vKS|0EAK(wOt$_?UVnSCtzstTZ2QB)E72FtVJ`E@5VZ5t#+8F+( z)ojLVFm`uZ33n;?`N2uDWAqNIp2*Ic&pn#yqYxAxyw9Yn@iYk1@6*y*YJso;peS7e zZXb@k;rk0w{a{V?#Gzy4>r+nYqKjgN$*b}WGt@t~^|P-v^;cQ3`Ns8w>Bc1Ewt2=mK!8p~9q(ZAaJLQmF_$L@Q1su~y;QnBmo7(Q`Apy4{)P?5F%y3$xD zomtG(MVKIo&dq&QGPk)fju6G(+-?rsZ8doE+YM`i2RmMFLbOec;-%W%PP~8Ob0rjB zr@yYVv5S7D{G_5iL&jF&u@(f(sKs!%IcfUs$MhHk601A2lz zg?q9;@NVX%llczWXa(X|Jw7g@u#M3Wij4n`a#I%M!0awx*Th7q!5H8(M=|}%8aJBE zYD@lhb%K;cXncObg*_?W>pkpFRH^#1|4K-onF^U`RyiE@Im7@MM48H*n-dp5+k43u zviU6N0VcBMlI!E()5z&N>wHkb8u|we=wVcTa{@VJl4h%``CelSZkrj{(2c7YVZ2{E z^H6rFf$|u{%!k5TYX>>8c%5Lr&!61s<_P2qd)=9_6P3GK3?#HKl%ciz`eK;857e_x zlarRg3MIYLgXe5m-zZSIm9+DX~P0KUg(E zy%|e(JHZlJ=}@a#VNXVPW&BYpWEQI{ocjmZ75%EnA|WxrZmWo!!nsTj(DY}iE^6c> zYv+5}g(KkcRIPm7BLL+{l#o1IcjE>ZNbW0PQ|3=k`f^lY>R%|3x>&xE3|&nv4Q9@s zB{nuwxu+GiQK!IGQ9Qoat8_NyFf-8W7W0K$k0Vgdi@f=;ssKJQZYA)|W69ywy2XqI zi4d1@XFLi4KqsJL2?`e7HEhDhwOkMO8J}oz%2u=IRli;`_EhwA{r&f;1~ZDYvc&+b zO;XsgTC#M!%rDG9S{6TihiiPyU~)DK#Na$f#a%0YKL%}W*%=xPFqOKzF{>(Cj+JwZ z7S%@tcer!)d*SaiQe4Byir0GDCGN5TVKYwniVO|ehrbgj(dunKHp$z}=q39h*E{_V z&m$K~zRZOB_lx^ctJ-&yFYjLYnsS{tf2uRz>@qdlj3Ka?%kMko%GlTJsObU{n=>-C zhymEo<{d#s8ny3>eT?e)AoG0{MAlD$`csL83g8dSM-;`)(i`SEj!3JZFc45*nid{` z6KEdRkS4F%%T**RNW=4V-x3)4je*#zF0@1aI@IAj41cSY>@ z6W3>0t^{|bHQWfbL|w4B&-ZwxX_Fp`D>;%yJZH#(U3Ondfv!*W?nDz%?!ayg+AZO5 z^ihx#?4VJ4A?}?FaW}n=1;T+!(nPDeki$ACmHe*HM_aK+k=qqKpU|YDlb8XwzFHd8 z`R96JJr$YqsA51C+6y5OsKouS2jT)-Y^~1^3CMfJ-!aAQ!dc2Xv;z63T^C_b8{h#X zau!5Ro9tXq;fOE9FCkAU?qIu)t~|NUg^ho19*_?-i1q{tL64~4>_ljbzOYE~wRW9eSb@-Y{6Z3$3*VmUe19wP z@}jvXQJ+I2x-ReH<)kNz@y1=1Pk*5l3C`h6d5N;4%r*Esu5!jSv*Z+zRPJw+MCc9N zK{}d2j@QBGYR!NIAEyw_bT)y77(%VBz&;>h5k-Zj^9(F^of-R2UQSkqwL^?(XgSU~ zV4^Ye%u@K#b$S@Dka@zT7f;V)I4Y7WP#k7FORvx$h5;tZiW0}j`21f2DYjPFS_w6Y z!+#AW-j^!AJO+ZzFAH)BC~Y}#3d{{sh6h;TRZ(22F2f>@@gUF$fY1Ez+*rSk?tm|d zR0yFN%luiPP6a~g`YZ|QC>DENU8z{jS!qq{o#lGCIp=OS)txGl15@pWP)GoezLOn0 zS)%Leic~=qFW)M$9$k6j$>45)nVX#wnxY+^wF4DT$Hq355FE zgG+IA3ToQtprr^FBq(nUpVVoT^*DOZ9F>7h#wkV<7|0ye4nv>G%BZ7P+x&wiu1Ei z8dKgPQh;jx(se&>l~(pm>N)Q&M>3Q)18gC7j5zqRbpnn|5c2;^=4*{seQhgc_}db1 zmA@Bpp)gZ0rzagTwogbb4HhTP)3KPRd=qWJ?Y$}jwfdXg@lO~~z&6llM@TO*glkp! z){0wjZQ)_JTW<}yiI}qW+EG$z-bDy>eCbPhpgSzAC*%=0xWfsb(8dkElwm0=?Gt58 zDDbR3N5w=~hQc_?<_Qj6 z8OpD(>ks;4Y05utuc<>$p|-YA;lA^OxV#(;-<4^sH0-Tg-ZKpS3M$Ow4Mymk&^2M7 zT;^NMSf#nh5SZGt3}NrsIj?-ObW*|mGbXKR2o(I+J*6wgpUlkFIAwW6g$V^0{e!`a zM-&t5vl~v`Flg++O^wrTdM?VMh|>qxHjG`a(NZ-6qz=$hEWLnfIdF=)ip2cYJ)ncM zZh5awzImE=)lz(G$L!$M%HY{^>)@LON64Ehj5)@UuK$2U{49#d0maO~0sWAfx%x*Y z`x%MX{59JH2-ycKh}cg$3!c;^7Ce_%<#KnxoVZ7NFNGNMDB35Y6BGB@&(wq9NMCu} z@{_MO{94v{m?N{d(CW`;E9cG8|xqtq}0ObbA z(T+n;($uOq9x`@}TE@W<8wJ?^oC>2uWB2l5b={)uws!$?eQheC`nOd3YVk+SR=c_O z^CAfhr>~k$6#Zw_QTs(neq>DS`)1y%}9ff6Vcn8pha{Xc$ zqEggTK0b;QX)E(JsH~{Eki@B1Fim(zBBPc9of;dCONj^U_fk5?Z01_tm&@#mQJ5{k zDlj8$ zZKy1|EDj56pUl!g`s4%%^j2TpgPxi!OsJwdtnKs(zQ&=SYzIPuKd63>yM7P+RiDTP zfeQnRhJ)rFcHp%Y5;03S<<34WKoqC$F{YJNc<$B6pw~TP+UU(!X zTip*<)RA?vE*#M9XqYZaMUWj2>j7C!8W=i2w=&amQqx(zT3?~uOt1fG@}sRk*90SK z$%1S{JM_(-&LGc*vKk9s7Lu$liz;C3Q;vz+ zqCXu94Jbc#VPNDZ)pk>LFJ`s7P6w90)FaL4LatrHTPc%t)fJ2wI;}4(y)uwLfCWSl z`IBV5g+B&s_8J_Umf7s_fIy}c!Kc0`JkYBelpLI?mI+TkyftadYOfhy@my3puSWF{<0f*oe=};jW|PT(e=QTRzmKk=A(0-z&cj~^qaCZkg1*M0L*v(lp6J$ z9>`*;-y@LhGB0lYL@_0y%N#*5qL}P2vdEx;831TVG8D_-ifdY-g?@A(=eDajri4co zX;=DWZ>%%Q8#<+|Z32&m#QIkfTBm@bbBXcwe*FG+GJukK+=k=3aooVnAd`kWES8Y1}pH0bx>+)_84)CJC{?_m|_GIxxev<(` zANW<%&5f5$g^c7EM^%XmC;x*n+V1vR&Iu~jGENK8*#BWGVINMaTL4lG-INJ|8TpzD z{N~J~(}vt(0LqDOlBbjiJ&$FoDd}!mvCl8#l)V?4aFrA#`js<#`#Fhz$|~E;O-zle zgrjGoYddtuiC)8-%t_(;kwG@n6Ds~MILa_Pt3b=h?9SYwPc4~1s^Tb81!dpWpGndf zi9H~95N~%^1Cb=+ZWfR{?csvDfr8ZwYyN_}2UUkzeOcmnG4Sijbp$$w?ge}wc4~*? zX4T5T;gBNQN~y_SBBpD}v=sh1J}Y9<@H1tHv4KW|vty0jXRtBapg~g;W`B86<)mmh z!(fkmtCuOQWyr(qWs5B9Pndw+%A}@&rhdi7i|;6AIK485?!Zq&Q|&o@gR*TRvp9Eg zs&-ovz;t?2LR*KQ4G{g9c9@enaJm}2-}dR{`iVmH+kJUAustli-_)9;y(KGZE0q)s zY#|f*bQye-(QyU?_s5l)UecviUT#J)Js@er$GU8>0ti+iUsp9l(c>g|Z&kj?E~xe4 zpXd;=OX@nKqEyB*Ox93)z`>d({WQ3B?cJR7Ou-!)dLPv|l`@(0Rp42=shWdpr+vpS zKo-!o)b1LHoEwF^OdGSL3c-EJ3NHf#q!+jf&)l?M`=`DVqkX4NG_}y3R|SLS2k-6y z2~c}<89$I3No0zZ-W!NC!aL8za`-Q3SlSjh^sY()*&6=W)dTW2L(XgAIPs~83>sM$ zA+(QOH1)hbH`$EP>Bhg2SyW{)&#v+>YN$1Kqt)y_37T5tX(5T4Yf4knp`-bSYKr2Pcm>z*N>u&8Z<%eMLcIA9N2gK+_UqI@;y8*6Tq zrWtkf-#`~<0@?Aeolv2yo^`WmAidjbP_0hOKp`u8LDGN!9pk6+e5bBL%|kf3SgBJM zWKU-zIh#cQpE|s5Q$xN+%?+rm>b0bl`eSu~H95s(O=LKUrr&{2vB$JeStnI3uq#Ss z0p!>|q0jyVx7!1qlOGD;5rFr!M#YS?!?{zU(zT$gbTKHSm)DzMc#GDrT`$L%0yNpd zlCH(e>B6%I5Fd>wFQsl~+HY=5R3_-4sIuhv({_+Pqq-s*EG&asA3CM#>Al36k>^6v z6`4417bz1fm>9U-%JlBGFS}49Ej=>+w8rb%s&tbv!3-=m?lmNY6Ds1)t5o96|c7G&26h)Ve>)`tS!Y~a!z~7iLax;Jtf^DVWDZR zZ>sVsI@$2#aJYPU;fgQ@m<BrT~54_{{#YsVVD1Ofu{)8je zsfy>OXMMNZ@QaJnoT~Ypu5!KcjI3lM{46=dR*|eIL;=T+%U>cYgHOuhwtml5FR&@$ z2*Ajb7kqyo!`GhgT z6>iG)O?ve9-PMdPKX>~TR$+0!GGrVawMRM_L53dtzo7wQ!v$aG;ME{ux`|!z_&yh` zb0!RTkkRAZCyuBdc#sQ+Gf`A55mq8AWN^g{-N4e0`i?85jE&*QD|qVMTi7#T9#$mF zUlM8eO`e_<*;>KC?!?pq_gB3)XAlQQ;*qe*J2`bXB+XF9n)P|wDc~sJ=A~wV>Td>6 z_a$Zd5igr9LrQ>+7T~D@X=Pq7>EiDjMynp}wJ+7R_!ZK)*YCuOqD)rTfEORF(odfk zmFudV^Xr)eL +u!f`VW8bzr0?)VtR+SuR^A)gGk?wD)ZQ6q?vdIb)vGDf|#3)${ zV`+8czCoD`#O^RIThy5OKDs6gYej zA*n=IidR3nYS2?H)(7f>le^TxEzCv7ekVNYc`Hw(x?azLf79KnJ;|14;NK_g0b<E6c zM)B-5)}wN$oF>ENq8RVGVV-lqfG^&G5Koic;J>FTVwpP*FQp3+YhI6wzQ~8AqAee5 zosS6qg4>C{_^UIy$JkTJAPY8p%`9iE-M2v(ShxvDKY?m{RKNH1>Vt}tV;VifKKn*q z#uAerNy}_#JlSOQ5s9Z;OljER3TNi4dyUuCU9!5knzH8}>kZ&#pFB!8hOB8RUl7$( zq%WY~b|!nysd$ccmhJFyFWgcPDAh#c0wS>R-?LP;z#>Gje{s?v!{S)^>f@2NvCc`; zZ!q!Cn8^T3MlD5^0`f{dQdAe-vNySaZM)F;oy!MexdUp~q79Y}L;XG_X20oKI#0a~ ziG49K2T|V`A}1E*^4pCawmHQ=5e^b=IK=>#*^7VsaM4!ve?L)sBu@XEnp$kcnGu{b z(*Y_6QSv+q21EW{JBuZH2@jv{LsWcS#4NK?JHM8s3&AGEQPlTO8+RYNtKgt=Rf^u2 z9WdhYXbK7-M_we0c{0O@#vSu6&xr*v_`dfW-cbQ?TYFzank@HL_ir#zeCc?Plq`G+ zUi029AHy@Yv_-=6MBlKAtG5OIriP?pN9!H>{W9D({**zPfgRU2c>Rht)}A*j@TH~q zYvTgDwN8vie5DU!Yn$n$DGpW7%lH80hqd5iJdC3F8+Ob}GDTCn6e1CNV z>t(3FygGtdTudh;y~rG8DD_-0)J=qgj0@jumG2qK)19k5du?I)RGg6hr$paq2dplX z$^TY1yK?1Z24Pl*9tBzv9C6TQm&1Sp5TEsMPxt!_bWXv7tm=f8v~(Hk7r?W$N6im0 zdR+s3i{=J;0P%ddOL1P8z7j;9bt}AzCSqzv z!(6ED6}(UUv|0!MutD9rr$due@ohL-e{-b1uh^WCqQ+`$z!stVhFy^(#(-=XtVbZ) z26jVHS-yH45pt&-l$b!x>uC}rw7bkSVYl1K&IFm=wDTE?T${K!cgFB zCfYERTO_JUqevWIhflBos}e~F#gS}fZTuZAHQJ0cW&Lp>SSoZzR*+ZtPiCKV>{H|( zNc&TRjL#|=?hfH3qED4kO{MrIe4YGEee6wMZ2wB`wl@$*%vyT~9{LJ%or3;bfE~WL zOQkT`ih1JfDmj^+=>MBZpREo_<1t7`&U-lbSO1@u0d74N}?NNR&>kD2Pct!f9 z)`LIaqO%dlT>wrw4wB~7i8;D$-;_<>i|^%zOn<^>uTFXB7gsq4Y}bE;Eyt&px@!O= zeqK7LC{aR}e`xJcEn#Nlgj*H+BS{fmY9_Lv#JkEq2ivv|n0UaCTAHox)pjH$n98iv zbXG`|knvU)!Wc}PempW{a9vA_S35rdcK+C7TYTYHm+#XI`DWStksJ_Y^nc+@BT2>> zKQt8weHX0OR;7=f7^N=dFxje@+UhvAWg#J9knXFCNwGgTRt9^vaY{QS3H+(ms$WFo zr@<75LSnk~^$04=>R9T%mvqQ?9O}YDS{hY`9eKKA?C**AQEN9BPHHD=Up&n=#sFJt z6z4vp%7bVzi&ePqi$AtoN}|LuLU{a8{N594jhvtn(DXS-3J8Cajmr+cOEHQ-+_8Ef z2WirD(4u0LQv5vj7^S@i2hCj2c&&Dr%Q;JT>sa(u7nT1i5rXf5Vb8infx zLNXBC7AmUzqnTq>^yAX^6D7Zwq4lWnU4s`;S)j5|dhwV?R@Dkx@6b=q1Y9p3W(W}^CMOEYyvc&lYNnzE42Zw9 zejQ;;~!F#L-&an`PxE-Po=9$mnaAg6K!^6^Yr?~iNGns$rmLL}z`I??;IQ>@CAtOOWuATqr zHWjw<+{%gP(QxS8>t+EvzzBz?u<+szW*|b_V2EzKv(7XS_bOU5vgY1y1?CEgm*J;t zVw<4I!xo0kjktcU!xcZ#?3bpA$)Rf`C6M}$fkn)2pTyZ;K;G$b4<-DCfyJCoQHCiJ zkWXKad=MC3ulO0wW^8Gtxl;xeh(_Fy&Sis)2qsfqQ8#mYx|CGp?&^LJ(xR% zax7`9g<9=K&G+(3jZ?)u;~%rmB;*;C7+?-m9r;9C_UVjTa@?jV!FcX}XEX*}9FW7+ z7sq8lVuKGaw=V3<3=>ig?AOvBmDeNoo~KEzk;57|Wc(g5=}Kb+B)A;+$zt>xx4^Mj zVB;?i-HOOUMV0rHB*=0W=`7NnPoJxkwV^@yh1vIjfC4S2W0|6Q+!@nc)t7C6T{@D? zZ%h{zRVmW0a-$JILX(!C|7DzkN|P8cL-GCG{2H)^h1S%bxmQw7o?T_fFla&-P0^g+ z4D4^#8pt1S6|0!IH4@?>UZ_cF&jPTGRn7CQFfnLa;>%*`gOo2>ZJ+^XmHSdllJ#ym zuu~6N<=M@U3&F6mnRRF%)ziU>eJ_xI+JEMk?QF!(6UZ5LC%im-!GX+IbW{&7JB>is zm>}%7*3EV{D77#B09b+d0K@;b(Vxut>r|&)KM~2cilXFdS~jpTL+r#}29?<(*>vMb z)di;4w9p*a8IO(*WTt$p!9uVL%?);w;MTf<!N@_cZ!BzvRh-M9$MevHd!|?TahB5Ylo-eLmlbUNVY&qPX6=KG8y;(h zXf30vs7EBQ!<-+Y|E8rPcW++{M(>9_+kg(Tb8-}l*045kuicTZbwuEt&99(Col_7I z7yf;YQSTeNJ{pQ(d$+sf3`M&Zm}|u5PsYIZhMJGO;a0Tu^Yg+WAIVZ{t*j1ZBgAh6 zs&w~);hg3#<^m$$xjPL*V*~N555b~WW1gU*JY4w78O606=jZK})AFzY&T@AhU&ZH@ zk2Bd@q*nc?&lq#$eSzYt+^r!cam2$XT{RN zxJ^-V@T))yB0hSl*J=W}U*()Ab;$$^xhNm#zgdfTq9GmZ6*bClr>{@PozHN*Yq1aB zCW(W)K(4%9Bd(_gZ=l(TbM%G!A6y%Jzs^++v;u~w`)-Ff&emUcRQwm6JQs=i zTrHIpK5o`qtkgoe`nZbgstuR?F~d>H!Hc-^X&rS~y2*DZxrYOXg+1J#h(GJDGqw)n zq&(oG9`I?3HI{>4jxM-(MPoeL>5LNlAhuU2?Fdl&^{~UFBs+CL0*eq#qMBE{+$02N<6}0SfG&x@})?^UgpfRRIXuyDIV(CZ70{1i?$BnyOg*pS6rrz?L=;pj0J6RM`F^D6G2Q_$h*x^x6{G_{bwjZATF1EFIRNt+O;#S{ zUG@{=bqL#x=(_Yfiy?O;;>S3JA#z4(dP#t$n2;jtao^tUzv?#M`>5EE`#^Cn&MH@g9m+yl7f3=m(q_1FRts0L;2&A+Cw275ct}tE zWB=?n@1?ar4R7fQ^H)HIzdwyGe%YnQLf-lTSRW=E&~r!hpS~+)&D|h^dg>$-pY@Yu zq3B4`<~x0OEqC?A%JNA;a+7{_7Q*>;jbjb5zZo5LSjse^j93ePC;S{YL&-_B(zG@~ z37}@opHl`t)RkwQz5wB3PS6VbAyZrvp>d%;BymSmR=)(Hp?}Jl3qpmjkz?qL1*;1V zYBkb5_qF1Otx;>EpVLyZ?t!ds6Vu!;&ADc2asMf@wfUjvFWPm+A+bQd0#^Ez=|jRp zioy33J^HST4o=|w^$?bYe`1`?0q8(H(%Y2TJzS)}6y;G(J>!{=ad(xBDvOE0Ug-L! zu5QDOkVZxos-l&Bv%20EPT`E8)srJ3)HyMA}8M=l-mb%?j2MEB7*z=cyV@W)}H`f@! zp3vQFamZ~7L%97_B}T0+>G^MJRvwYs9KOC

B%h{@^O1@6+Jm#^+XXvo*zEPf%(= z|1gL7b1ayM;%ktgsVcH@C4RDhaX_DJH88(V=)<+}+XPfB4ZbQ$W5f7Ic1CKp7_Yx&1D8`;UZY}N+7ssBrFxeI`}}DxL||zr$RmIt42xz z#H(;{M5*~ymdlcJJ%(zhNp~CTqxrQKtL}8eo`N8bW_x+ID&@D0L`B2{k-gape8Fe8 zZ4k2!r<9i?5ucO0c>!|j`Z{iv$IgD2WLeZLip%1q<#W>3CsR`^99t^X{S{Hh6xu+t zB58=>S!Qpmci#!p4RO~$8=scA*xq)qsAAV=rV<1m+)P0@X>ZW(M93&#fVVi}ae>;E zr5(Z$_ie{9WuZZXFBwA2aD0MA?Z!6!hK19~R$eGU)F2FVA5H-Q`^%yp@LL=8ot!pB zFKk&p0gA@FS-6euR_D%|k{lVL^&|Ss>|aN;GRu6$?6J_4Yw`-+AmWC$Mn!l31uB5> z@4K*`p%;E+CvHv^y$f0Ixm=#77QZQgh|@68rZ)p3B#cP!3}={ywUm{Jpwd6#W<~VG zn>TZAh|3&V&p=P{udGuW<*uEXcS?w1sJ?zdq)PuuqmlGXOxl|!+>>QLPkVI0wdj}q!gT6}RdgZDHalcpQYH#mR23Vz1#h&5t$_R zZcinb)qyAV1u4a+5S~4y>ho@UWlEwVf$z?aJGj$zXZNR+=A>^y9vgCKwPa#sCgqs(<92^AVP+iEv@GE0dj@;*3HMX*)DDZnoEXVI1jx$yF#3I> zmLYcjSCLtTz*_*uEM#|aDb3Ih^$;aHrBk|*;KR%sC^0fc&7(D`6}jYcv3qMMa$0eF z-C*mocK{Tk6v2FVwJ9!lyT^#UX>Q@pI#%aDW{MBM@{|JVUF}Z8r89gvVWdZMaDdSw zU>T&Y3oR*vrR@dmdy4-W>6^|zOz4}#4@uA;vHVF!!_$8s$D4AgF}LV+Pzvk33m%b! z^4#|KQ{qdcemt>XlzFzC=RGX8nR@<2j$7YNcod%$Ve)EO% zd%&x%?ZC<&Cu_#Lo&KpHoJ*BeHy*LZE7cHDZ|ux)KOqttt^Xj^GB}02G^R zT2Nj1-7ep=^Ybw&MDWe;`p1TD{(^m#v-z5$Z8`^^Hv7$l5+?Kbqh+T3DT=#siuoTS!x& z5NWRJwVsd>EuBKAwTZO{>amHZTivd2^A`ch+LVdP~zv}q5-K{*ws6fYU|`eM9Y9W zLYBoK7GP^-u8t8kBp!bs*K%V|I63Go`Z4H~V4i7Rk-r&EoP0avA?_Ze4Qw#A-qUa^ zV(8kgc^}g0pFuF zR8g7^YimEapae0WJMR1YXRdR~1e+bs@ZiLwOG1EIJyBKnA{|?iQO&LvxUoV?ZgL7t z2A&aogq7)T-A0%wS<4I7n(9`*^J3hyU!*=mo?*P36{~E>`Oy$)Cg0v&L zzaWZb+m0tCef5B)!W0y902|5ZQl75c<_?@G zHxBKrSMh_mT{qMmQYmQ2#=Rxr*mwn#vFCp^K2?#{r0S_l_!f5FT!^pKXlzt8jL26B{VW2 ztE${tiK%VlAHVPorT{xG3h*_B~8o8QYR$uFPW)XqT@;?!R>#^;6uV3{7&^$X)?eF_ytj6zXG zJM-JR!rjmY{BRgbe)Gzqt&u`)4RWy1e_pZPSP^wNvZd@?HW(xb)XQPfaM`a|fggg9 zOVr5sB6wtSY4k_YagR1+2T+C>NWFNzwB3Ow)znRJMtgil;+`Y!ghErM5$N2nLvXVu z1a-M;1qIWubQI%P4;-tdB&_p~HFv-%|q>wd{`od8I~;WjE{hSSZCIEK)8)Z&`I_Sb(0DFlvKX9jEAxuM_#{>{CZOoFbM z^>}>`Wlcnp=ruqS7u7FYk9+C|lOhjRYg_>Hz>0yyd1tT$Z|g|-UsSgj-ZI6_58f~a z?!EUM-=a`}VJ6%+TwI1IIg44tS)R8-c;P%AG%Ih@HPc8zqU#?v5}AkKFEBC~xb@HZ zvKQyc&WwWx4R;9R>4f48C8ZYspc6}ty*$(}4v}JMHOb6S?Bs|j?{ zsP1k#ni8|i-I8Jt)B}&R431}^e4Vo_S`8khG8b_*)DNcZW{9S7GrD1W`R~hUdIpZaKv$}7P@tf6ZnxR5BoW(-A)te){V&X?f<-u252JT_v7NX;wHkQ(*7*EBeU3TQZ z{&kPdmNEB>nM`a*3kv4WP{&i34>$M zChG4M26^Ol$iY`wAVw};fN~I&3(T$niY_~KOtt*kc&TBI$Sv_T+~wTmuUR5TQ%Iht z5rM~P!Zg#fI7{#e#$q&h>w!?JAM@#V3NPieHDnk&&)x(?>FYbt5r{$f~<>n^&HgfC5p_H zxCaz_{`;bc`*Sv%4VJ>3UjZ!_gyeZY>M#8YZi^G|^133eycdzHQ7$N6Pus3Mk|Qx0 zLpOD+A^or9Z~Q9{A~aW!b^12P474PPRtcHrg8yF#=(`e0TAN;sL_0(mWVyj7uyQ&rSW0=FIDB_<743*@dgB_-?30{c{V zZj@~QQ}DPn^f4WS^7{_Lc|{ZioRGDlNmPb^=|vmz_l6Wq>Jzokej5Ag@7pJb@YQ)2 z%QvsP*%45SC>^MkfnG9C#qKI>W5O|r9qkkq`KyUVeyN=^Y4Fw9Iko4}d%2*ru6dIR z$KrQ1zQWWd)g5do%Zhq@8gO0l4JhkSOHVw9F32L_$L%dJtsGe((ppc2pJpVI0V9zL z{FiEIaGB5_LfWKyo{Dghe==@|>ggwr4*=DH&6hGHOa5}A`}#q&fbP{Vwltb@16}hb zUDdFU=@K^2%9GpLYZM@BXagF++QB&UQb#$wvlKCJt`_jRr}IIHye_|Br#eJZpgv_B zis#jRT=uR_^M7-S@Sbd97X)g?|I1-^v}D@5IyjSnHlzw@DV_1A!w?2*@pFS__9$Kb zXI-zT!kbwyP37jUPapD*hp`n7>5bJJDAh(z_X0?coRs^Q z=?5ZDtpJGZ5i{b)8^l+EZ##Zdt?JcA zLLF+bXFZ;5u}k6S>Vu^n#xjx*rHpunG7~Q;S}Wo}F8eeXt4`0yDGG;+3d(_kQl{Jr zjRgzwPn@IC8zAX0=T)#DiqkljPd3Q{Q)(~@Z|sViJD=r|1RxQS$XJ3ArI?uCl%|9D zawrYJVnIUS2I_6hRgf;&`^yU)EI}|OZT8%PTtVC!fs{GnR7IndRmbJm?95R|b)rf3 zi1nimnxtVrN<$?MeOM3m0^)pUUxZ#b_jXJTais?Vt=MUShZ#rzve}wJ1LOezOO@80ZJgJk7 zeiuuIem~h~ZbPYuDH)#*6xWaE=e4}?5$mhUsdu%xeSvO5dzuWd-;J3!3-(dYuxl4P z1Z$|AjKuVfxgSwiQHclmAoGhm#pMqLg6o~>;+F1R*oX&3Mo;fxcuu#) z1<(K)`(1b5$EvnM*4O8gn@8NINyyXN-dEN{o-XRr?X0fC1d$?&*+#$s@YodX`ebGo z$eg_qi;;GVvpNYf8gl+a9INy=c({S0Tb~}UmEP$GhdQihDYbZpFQ|tuYVJ7Zo@0uS z&PaEJ%gzhp$PRu<#zqv5N8N8*7*n|3agD+I2OtuR@u6A9zL5&%{iQk;v4kwwK44iXAL8~=EH;!*y z_}zJYS)SWDoDQ&yDP+TF+iaCLSSQ^j3X?GH@NhF|af(h#Ir_dDDpqz1DXcb$-1KoH_H30&7r7w+QlpRqFE$aDN`VLGBK^VHYnaQkZC199pp_OFB#_2?_`NP=;o+3pTa&cI1)ywRMDgxx6$-=t=g zW8&-+@nKs9vQRXq#;HmBtvdI`k6hEkSPHU1nNyzf2{3hi8-<_f49ny84@E2%kAozr zdG2Z-*y5`E5d(A6t8T9yHY>w#EU2^I^VO{fqJ~y{Q`i$@H()e>r3fhGBjEqc;H2bi>w0w+w6+{xK4d~Q@TtYx6=HZ%Y_W(hXv*mXgLE#z?^6G~JgYedP@ zEVYwvR$lj8bxZ(v)ol?(s-ll#tlIpr2CbH|gq*d#v`oxbt@N2NGvkG@P<#Z`Tlt@t z6JLO8+uc0}n3mQWwjoG3U(U&pQca16<1y;C=}BOPv;<7Cg&b5q5AvW|ZgCJN`HWhS zt7L{Sxyb>$47kT0^jy7>^+vK(pC#tkGX1nJx5u=GGkvlE{mG$dVstLsBo0s^JX z>rUXdpwgFiz`B=@C*co~(TsLbQRNC+7hl3aQKSfIjPu`-kILVKKKhXV%`z6NS+y4` z6CKGl!-ywIZu7DM8b*$IwTP;;>~0k~wEVe-eN5HGPFDrl$PqOg0E#e{gxrJ{Im2>k zQ0{kWi_K6BnLlkcRUFX=ACLeR)qz=}N*!fK=C$~dD;2$s+yCvzx4HDg1jzaVFTTGw z>=tu)RRUgC5?#*#;n7l6kmmfUtxbDIjn|OBNR1)$cbzrq`J6Nc2z9ckaV;r%Ey3NK zRfm|jiNnN84Fa{3xQ+rSwR10PA@{l$I6d+fv(jDm*_^fo$GOC|LU;;Mh32*^Ra!&n z*Jd?Ga4fV)7iBavj_SU@xbN3VV5b`YED%TNs3{U zcY5+do^UCZPahijTb0jJ=*mD=j^vLJW`aTefgI7)`;88kO^(8B4uV{rl@Eze zp7wpR$7fLmcG;GlR@o7Q0zgL%ah-S-@WPHNUiee71j9S9_pRGxB0UL6`KqJ9kFV6m zi&rv>HFMTrR8A$WBu@j;z2GE6>kr8k4FHu@J^djSTBZ_-ot}3?G2C<+x>W>{j=k6k zBK23{bSvBsA7&VS=TaUADM0IdAJUxwLJ$JOM*vLIlQFA(bQJQeg(~+fTNbqeFenCU zD#wTlf*Cv`Js>FC7THU0c9-Ambo#1ca71x3h#fdLo+!01{Qy{j_W*DVe5#ckr;O$8 zSA1P@rcE7!iB*h`84Cv%>}N8y$(%@r119R+^y}j z|0aHNeX8QuK|T8J8IG^a#e7Hs`OW*$wwR+@3|a_-80g&yL1 zRlK&lXCP7gYC-bDA~xeCu}>nHNBwsw{J&Ym0g@xxJmEUViVz zp~H6d(qOa#&s8T(KiK#JXx8?@c6F}@lYWLav`RQ>>UnYZkQNnX^kPD^%xxTG`J?Cm zZ@hqbFkEGYCNI2+wegPODL5*GSPFP* zmAojlM#W24$zg*Igx7JaaGN=LT8?4NqX(nqubu5!wD3K+e!6y43Vts&^o6t~h$wcG zd3}ldJgKyrln4*Yr|BzAqk%pA=ShgVSY(E`tMRI~JbcdCZ_xFXPwjLuen(RwzYHS( zLMPPdjwa;mUo=qgZ7&w=3jCnAlq!Pgl7%cd^*zKCBWPei5dpQHVeR*iqNq5>Z-zAh z>e$ylW=vP)GGXW`$7$1uq#u^TZ$tOKSg4gf<79Gy%WEHc=XqbbG;imwL2BUM*(?A} zT||WJ4k9joZli|Tc;MYO-Fb~uRTtw;Dnw^?rezrcA$}WJimPdzRgP>4@`dt719j+VI z&^~^_(@@>0oa~ZOe@W)eZ0uwI|NaHAaQxW+@fU zl6;z6PdCz0$}CL75UOG2_Ba_a!-u#J>zA`;Ee|~r=xb-X_8h^Q>mp)kN4xi#kET(Z z-*AYwV2+>A((=Gs@Q|4`*%i>9AZi?W%J8FSslEg{4EV!HQD%rCJjt+n?pm)h08c=$zs3?BvijLeSj_&b5yx4|l_i=n{=tRlg*(1Q1s?7ay)nw%eloaXZW$@9 ziC5L2m~BgsYc0_@If4z4i@vOm@hq&U?l&+$D?EGSeP!!LgBKL|V(3;APZ1hr-r2hO& znF$Zb{iERgZZ2-)#mC$z`a7RJa!WlC8ipzPhD7q8EG}WQ8T+14FI^RhkLlrYw)Gcdnlc11 zCs*E27_8j~*aL+f$mLIT9IMvbu*Te5bz*6jeu3!wsuAh`?!E&aCzp<&)Mb ziU(~aGoXDbk}=jT76U>Y=54GOUXH2&Wls;|(>WD(cF22@{YWhOuyw!YJ%_@u+4Src z#b+m&ZUc92VFPF1dl}wJUlFDk%Bmaf!T3x>gnCLg$46!#_)dvsAh z7MZmFYr6SMaFLBlclz4`W2ZfVdNb9oFtIYxkMI`%Q;Se?Ql5`=Af;&K)Uj8%qM&Lh8E0x_sKXDWK|RN z{d>=NsPD${=BfhA(4=8xEdn7Z8^53q*&6I|3=_EBP)P8l!Gf!@xm*$7ZUaoKy>L-I z(7Ks@F}aM2(RDh`uwXmW$nMx@m$fg*3LM~(p&MawX~Yu=^=+6QR#hzfSAvd6pTIm? zs*{fE=QLcuRiEVcgJ-H0bqc=lRbi*f!{}lff7-B2X+}vx`cTS^?ik1WT|Va#4!P5q;g7XjVhF(%!Jcr@y{My^5a5vzRU2FisrEgb+1m z%~vqmoEnMw&Ld_jz`(@LJZkbS9%t|wR?%b3>jl_NqK5pkr4NY}Vw&J&!kMl&Nf2u5c7UY(WVJRk$*J+OU^nQf#UjC6WnmQ(FS5ST*gm z8}@xCzcybQVXp3$PC%9)=}2rL+m2SA3Q?d}HQv#IG)ReSP(}^xAtlkIUCb6A$Ti1T z6(eBPfAv{McH7`&dcj?F$0W*KQ`!PIT6xPT4nt4?F!}(~$cbHq-?lhxAohx8Tt! zW#X&v`SX?IdCCSNk&_`Eqv!4D?KKU$ozN9b??Y=J(2(LF-+T1|KG?|ru*nLO9lh&{ zAbAMfXMrV=#tU?5i28`LWUn1tKe*d{t2A^NYEAmvgdci8kN7;ZzhiOi%)KK)YR6jP zj`T~PWU9;Cctwj9V30!4cukGcPK81s=*r`*t;FNTa3KJJp0UU9wCwkCfJ;5a@0nvb zAl(^1tfM0+FQU|y}NP=e4Hj%YkMS%tO>-rE>X(NL-8 zI?2CfOzMzmzNZ8KMxZlWKi?Aq)<$Jt+0bdR zZ#~(V{k93f#k&x19JBI( zmFRBL-GXWzw#8=ejAc`mbHzEe>=-*BJe>*S@H|nwQ^d^E*aEh`wPkb4?t86ai=40N z#?gTPilk_V!#QsKm5fyU^VCEGdYSJqj?&WxzbU$eYm>HYfh%TIDMoCrDbcteIg|MX z_Bhr-8Uz!IAlnajP}VPLLhf5HjmBrayP759 zRgPt#xe^H>qeJVLZHXpEj!0ezxD<9uB4KN8O9R=8^&$2*YIrh;YRPy2wWq2`UwDp{ z;_z7}rUkM+gqr9Y``IwIb0IK_s{*;eif1#b7=Sl(^GSwJUEa}}kSFk=GPI7C+2bC*YwZ#DX6$x+GU4{{J#u^D~AlSx=v zg;j4Aob!6WZASK?t}7AVrQM64$I3b#O?WX!5@;j}@ufJnEX)EPx!si+8=+bH6TU1gK_O={9`^g7Q87rW9T2m{)fuPaWxi_`V${DrU(xz6V4^&7Bc(y5c+y+ z>g`X}#kl~r$*Ne&ckYMHta`o<1(}_ zs_I~4s#l(V7nTnvu1yC8gG#Ug(b8m1hbz_(JqW=+t6AO8kD4M|LnHhH?H%ioHG4~g z4Zs*u>_)lL6wL}gvFSCA5zn+_X(Zs(7G*(9-{W7#V^IQJr$+j3kK`&UX5vEoc}_tV(b;Pi zDPs0If@;Z4(m0yWyZVe`KchP_;<}|+qgy6()IiBGUAg~!7uwP!=M(Jg| zra4_4u1~>9iX=LP)$^aLWm$Gbx%ssR>I!! zj2sN_ZNkEl|_QE%iP$-H%`S&bnxSq~R7Qn;Z9VRFXh2Pwx(7@Pmo;FL2igf(W>6HaSyk0C`SERu zumNr$5UZ8ZXiJaFQ`c7!GMf0-GC=(wmc~0w$LZkIst=blv>kYv@Z2}ZMx`l@sfNJQ z6TxlyYe@0vMiu1HRZ7>0-M>0*%$tEIf{HJ zkE=^Y*pI0GUYAab0_v|)?EFLi7%R)(-Ogov ziPOG-3A86QQQH0q5L0Pu!g6y;rhf~*TBdj6c-tyt~zC&lxoasocFOggz6Q*WxAF|)* zI~-@pMja>KV1)M4PKs}LL0oxL1~|Q;Z>+@LtR0;I-ngZ|iJHZa9Hj5#Nmk@%1~-Lb zIAipV&nfk)hg01pjBvceY!HC{6Gre9uG=Dwn*-p`Rg?k!ab`hfg(9*F@cO+92;{3;{47=oviQtn zL1ufHO(!kS41V{9l9W|2tDifh`KV2(zSy$ff(ON9;1X>>z8R&aDOkFC5x^Om1$$5h zl##$b!Bmo~;6=DXeM@tW%6A&+kBG|4-9tn<9-`jrrlp~ydt5dg1ulQpy~^YtB*JhMeg#M^-W5oNbE zA3>9|;e!*(=xxBzCopAjF~_LzF|eme+X+|@&FwFyj{29d#Gx@(r&u9k>kTdffL}`c^5=V`Z@39FkeutZ&#{ zp`nQjGmvBU4LbXKy}L!j1Tqk^s_@;UPRQL7=9-Fi{w_BvR}PnWVQkO+$6TdxF?bj5 zQ~n8l-p8Qci%F9yOT)^e+=xGEsu|;iuG;cOEme%N(h9I!eou;uiQ>UXO+?U4Fq-2J z@rrOHlzsl$TGSWGUs^bL^bv78S=G7Y#+>4yZKNutU3H3acZ8U4T~Y|jT^s#_653Xs zqSOTi;A<2s9MnZ}OGXYnAFF7>`9C=&*^9=?CY&_WryTPC+4bH?=#53H5rhdq|Y|ALE! zzS^rn3AYvlVL*3VdczFF63LvGu31)D9ZCa_hylj~Iaq+Bp#U)XI=BtmKpZ`RnMpfD zL^zs3-hEXE1MOT?(%tcj90$N4;KzK3lpaw zOWoosydaGyzSE#I|0TxKP)@`oRRKACPKvnw$8kS??BU!-d-~ zd^mj7mlbv#O-IXvj@U+ zV>!Q((P;DdiZ1o5cx=x(EWutlBtl`Ls)|K}X0)^2_Pym@w#6%j> z_+w+%C{!bs5R)hC^-LR|2tXI;dgd%O+yc;36)*r>&v%-BY z8FG>yHiQk)!Q1R}Tbs7Kh1mX~-Mld_+n{+L7dNlREJ>wecm&Y`CO(f4<;po-ukyc} zS2eSWpLvSf2fe=1kk|!OaGhKRWCJ7dyTpH(3KStUVtMXCZ2wP?l&awXz6eG7cm~ky zr>3%Ul(_3_XG1GF(3{?>ay&UGQwy4pHp;a}edxq(dkP~M{@6KN9dNO$bvuWi4@d{` zEL=8iK6hSs>iKn+oQW#MXgqB2WU^{XTkZ1LT@QKFYjY;#(ff=m(`gXOttk*Nl;7&Q z4ZYYh^G>x(>CWs%zOwnuG+j68*KYOFyqIjy^Ds`z) z-FQk5zA=Grz3-V;W*1~Gkzd?7QO4kwz1mZM}TU4Tf z7PI^nGBV2Dm@FHcdv?}qX0X9$P^uyL4NeF1=(eLhcV3mSM1j9bnohR`(X*6 zlN416o125lWE>O3RSO>BRde6ua+lX*TWHQJoa&KkWVo!p7as}(v}zt^a)eT}_LDaS z`EO!oz}wVG!1|9vM6`Z|s;gkchy6$;DnViwjv$PXj11I*xu*sL$ti3+F*OnAVS!eqk zcRgO5UCjffYC)qIgsi#aC6JK0!p?5zu$!VE4`-WMrUtnvYqdXrz?Ez8pU3{=q((0V zcAXP;xE~Gi^CzE)nuogJRImoeANjX008JBYOWref3e(|K;Or2>t9{l_YSs3MY2y3k ziN-Fd8azWyqTsA-2uTc6jJ|Nk)hTNzNWv9z=?#y}4SK?23F+It!K;xT+*bCWLxKsI zC$VP#&pbj(NY9+zB>@8p^GpVEx@^CM^EOCq<&NA4$nT#U{5XJPbV)leLRGHD@xXSO zdBxjE;5PS6>jfOwejx{|dfW_sugadiCfTdeFELV(M?Rh%{t_?744JMNxK91ZfCwC$Xectp|j7~;;3 z#0O2XMetcf2F`@4*RDO++ncVYZMuI{7!L!Y;^&n9tM5k0+G0qtbXR&#TAJU&DSw@p zD1wT|3|RrO`h$!aEjVBXmjM(sEs%esfh(eeq@PcModXzWv~zRQoDTYpB~@eR#US`p z+ZQYTA5Uc5uD*a7GnnH$DOc1VCn+fIAHtN%kXmi3n3{@OZsElP0=YQUokUfq*OI~J zOv~LMPcpgBuz2w9s^oD**(_gCN2c-(AQZ`46n!yZ+ClRl_O%Z%*^#K`^}@T?x^H%i z%cln5fVuYwTc@rQ^3IUampgWPPO=WGkf^R`Ys1hM>PiAk1jpp5m@?4@*2XP(9i|Q( zMRB|fgktY(NrTNp;ng2<8{epgD}Hx(_E0%gl_|VfZ(6Rkp0aj*>$6(wk+3%)%KK6+ zs}s3N&gAACypi&=wCO8drU#x>AlM}RGL7_TH>LrT_DmhIgq8v{&Sg`+U1G)mWBeNH zK7~+n1}O{6gqimi&FH9%2W~_{?y2*0^uop>yv*=G&I?{vF#?Qq%i!5SB&+v+zP8$R zi?mYwKwesdE>9!g_2+DGgU^gTA3vjwj{3O0*T0_cMO@x16VLJZFZFS@I-llLMX`UH zLWFgJ@u_=RP@cBvrwa1#hYB#(YtaIvGjm!}^(|NOro(B{f`wYotwBPsycgPCM|of! zn^5vU=0BBp7Iq}pSlyB|2XqAHO`ZFCP!*sG-yYvV3ZP4!(Lc2R)2IR1%1?6$Gr`~$ z_2a}@03XC2YJ$QdFaH3@pc9Vx!^8O}({D@sx`Y2S30f(Bn_rdfTo3)PhzZ4-Ff1>>McVRbs{+!7?7-~incks>7m!H%7 zyJJ>Qp3p0wAcv(Cpewn5OSeVBF2dAFf0>7bI_1^5Flmt202GunRB9fN;D7YM1(3nG zF+OTy6H3N4e*9{+U*D=ICD2EJX2>prH(cf%eza$9tv#g^mQsEC>!$RMn)ewUt09V6 zub8nO)$AuNS=98)Wbfo(=nX*7h^LJUmwU|}bS}?S!C$NYy48gwbMDbd^jyIAd&e5( zg6*gWI^j#O9eYdyU44ooy&;L6@9}>SX>ZpbAVwhAcSYUsjaT?wgtzh-QJ^+W>I@SV z%&c^^D(1j+%KELpjGl`eK>HSwP&^N4M&w%gcUPBHY48@X0>hBk202m72N8t}*x#I3 z?^5L#(}(Vzs@&EC%Z0N%r-#?owBQHsvavQdJ00IzaYnS=kocRujBZ079&QIW`ZeWD z&+}n}&j@=1Inp?!(1(F;uJi&EU$6@WH^7~Rxa~r|&S}sbCRT% zK!;-4?(4$^g}ef0?+Eg7d<5F;XmEGs*etZh?{{A5ru+@etI`QaNT-Keklx z#Jy2|vCaDYr?^|>CkCo|=xzB~l=+%IjL~yU){;aSs^RpC?YDvNe`ao!p=!{}o8}7( zm(ryv!`l#a_e0(&wJ-euSb_HdSafmIsncIX78HmC=)$K=EX69R+vr_d~qdc*3A!W2=KyvyG*m}ngkd}zXko1XMN`8-*hbr}v6)3XAS z^?s}x|F-`Q?e<8;Q_57=q%lr&^9fuv&*O%;4W0D#uws1Cn7#t=%NZOrv>dzuLivaW zM?{+RuIh78FO_8nnX+JI(L9s6Y%5}`k!ch1`Le#Dg}$kN14$=4Pur93zmb|tW;4Ro zZSbPE`EZ0@w+t9s#>31ZXd^{9=Q)f5$ctBvdN}OGO5+MwnoYpJh_r*UK;03rLsnn* zl16CO-qSP&%LQ-aX%LB4m1LWWBQObjHU)mRJ!IqSv$0Gr0BKwvX9dK&2y}eBw{CbD zGjZn(6-`itbZDAa5Hl@BL{Mb^;1v@k&MzkAosb2mHRQYXA840J8 zV(-Dfc49S;+xc-@wPL3g&KEO*Gpfu;hup^UH2E@kRF{Y9)Dl z3T-LYt;?`Kv3u9Alkapq6qe~u=ybUh%-p+zR3{bGusv{@QJIS@aiq7N6RS z>ltLXsPt*K0V)Qi|B&J-tbxQ{jm8}V`%9alO8oY3S(?RqSGw#&aq8HKEotAF;8_$# zyY=yZQNi|ikW(;-icZaAhdlST$O<1cC1rTAXdow|46KnD10^CM;wDUrQ5ylPoMKnQ z?wD{WNT53(Y5^{Xn&9lMXHgxQa~^YftGQn>c?U`hR$z;RpN!m0o{jb$aPAh{eo{>u zy~ReIZO(m_4kSjN>QuiJ=rCTH4t8}T>o{Q{GwE--< z2t3od%u2nyd+Pj zye_kx!&g5jkaasEZZ*d0kbbR&H~?lyx^ej3q%B0yRN0b=)IJ)T;{gRTklWCO@?0eX z??0vgS#Q#^|8IpK!?D%;YXuksw8F7+`Rx0^@(92D^WEBe)P+Nr=OS%XR(CQhx?j1R zl_OXvFmSf*e%Y*K-R!OdJ_Xfl&_f%8uiQS7$A`gw8WE2n)ZFB(AblM`!Sv35rF2|C zm+w;GnnD9sXh5cOupWLskKunQe=;AlFTv*}PC%onbLzQobfU<{Co{J~Q-G;50Hd!l z01-nj(jlGK?-;(*F3hW?GM>T_xAnbq#c4V6f(GUA#V0&XDqS0^kpf+a|6 z2b-IAQ+Z`^W!rRmr;f*BCSAt!Py@&8)D~BDP42q1#YE!1XQ%S(Qu@y@rCtKY`YhwH zEVzhKgojl-29Z35-G~*~lo&Q{EU#%M8w^BK!j*KB_abc&SC{0P zFr>JH*GtA2!lpk{0q^-+fNvIS717@eyGEVBturPzrF3+Ll3Z^hOBuOJZnpcOM( z+?%fh4N4(IRo81hp?txzsS0ffqci=BS9+&S^8BbXlxqMMn#@SWmWYbyhS*^oVT`md zNEFbn!y=d*VR>&*6uGdiBJrQ7PZt%6D$LC*rm>8Zkd{d{dvJg8vyFzRybbELYfhjv zKV0?n1NuB%m`Y&FjJ%Ua#=7G;+;fJnLQ8oSKzLARts0& z<00{M!SVn4&f;^j#c@<7?Ioy~3tivYb!u5VlZBxUd)F8Y>>k6(!XYt7JdZ5pv|_{` zyB=c5f6$0}xv0hjuNiwt*2)%3;K9@Jg_vZUh8Cv-{jd@FkS&Ed@0kbAH#!U;7Elr_ zeiVY!Yi~(UNlw^anubg62UMUc%GAP(5QRG}Kl_3E=nF(PZ1So^(R z*HRhX-+1M{@^ZF? z6fE}`i6cKt1`_k_H+s*RkO+gOKGnAo{hVnt{!!f{O&t@J!gDZg64ewM13}Z}{Tpn< zzUI+)S5148W)a^eXcwAsH4^A66;Pth>6*PMTg_IFTIP+hNA7s9PNMibwg!BVdEO*_ zs0k_ebJ?ijaZ>&8r3BzNC%%$7v_jtD2y@TrjAF%y3_lE4NbO@1Iiy=~Pa|)Wuh6@* z0TVUzYBMZv)g1Lrvp&Ot32;-ved`yvjX+!;zhP_%VsVoskM8pN#qIaZM zip_BJS&0_n{|@Mk52^eyL8G)MI`KBaYL9P0Q(x>?CK)AF*6H-nS3v|dtTcMm_)|_C zscc@#x(xUNpq4tAwZWb65)d_r$+A7>VUC5kEM-Im%zMsp#*jkczuYMel?KOK)(_v5 zQmw|?Y~g9e_8e<_aY|L_Uu^0%Vkl4#g`N;;3C}P471&XUgFo$VJ`e@B9Tub{ zX%8BA{|(rDujWqRyE?^s7)1QTJny<#6cm`&}^5-~I(1G$@K3ZnH=Tnou z018tHZ4CDvz6{okXRu;AN`{?|@JXUS0D*Z&E+zLsw%-$Uc16Zo8StyM6{J|w8(JPv zANyZ+YN#VhQK4rSbq0VQiKS!N2>MHX(~N|!M3?V1pn!D$1yX-6SiWY~d*4$?4`OYw zS^(Pnp$$FaGE-R)DLZ}~1yXB`NLE+Xlo+SEJH^%Vydg;KPLiNZ;`j0 zu1B^7lifoc&uQY4)sG@&2xNnzY^xKYyN~}qK!>2QBK$~^=(B`fC{O#s{>9n57SbzW zU$U;ci>wt8(pL`|X*%K&aI_|%FJ&MhLDPBcAluL=^M}$=_^_J=A8_0YSb_l6$P3>+iw2KQ zHFYu|ifo|U&nk=rmBi%qE*HBb?D0X?~6)#qmf z!hN2L1VHx_&KQ0#M_s@#Hk4GFxBsub`GV$%vI6An@4p!hOz`1kKhJ2WTgGSyRFQ}B z--5{L_f0Xd!5%}c^~ValB|JCnq(oGd5jj7KpzH1c?pXDSw7Q^{?Ore{NfP}B0UpVC z*5SZ8?Syp$(1axP=z}_O%VK!+p7uG9DiUYsM->YE)Mz#hg^+5q#GOtOKfvEr4|bX_ z)oBeYWSqZtE&-F2YV-+!)<8pBgE?<)kvyeAl+Zvpm-zAarfkZ@ICgAsfg7li22j$z zVxF`lPeMw(%u#S?{rL4a?65>>b5tH1*=(JlkyFo-Hu&is zK*m|V=h-r_);GXiS_owr8jGFf2c(BH{8e-K234 z>2DHgpnnXc+(xZ;ke)q%4;$+Wz(>ft!FdC(6fq)EBw+@_gS{gf%Ki;Dn5~4FsY}4{ zNuOH0HJu4=^Zcd#=O5dzg4Ff~IycErMp0Kfqq4abD&K%SJJnmBZ8su5v9YQGFI04c zSLWt0cv$|D{=%E^TNSXn^0=R1zVlZXFny403wnPG;Y@EA(;6IYS;*>A)@ibo$pTkQ ze~ovBaV=~h<79#tKP`xV=2>z};XB58;Ml|uPwvx{s%R9j zu3FB;i9>|3*yY)S3{-Kky8Cg|M(`KJ_x0=3xQgCeSO#gkPD{aN-(_yqa;jz`Q2I@7 zCV7f7H4xI*jZ)DUGTq+X7l|aAaJAT2X5j+HN8Pj=l6A}m_#LT)wbXZ11b)m+tbgOw zPCY^+!8OKmhk3^H_qG2ygh7}dadjitu+C;N7Hi3i0|KR39y{Fj^B5q}KDMn@=g zhUWv6LClUyOF`U%D{^g!rpu9}FbKIE?<3>$eJRB3KzXSD(;SY8Hnc6QDU+NKM2XQdn_EmjO11OpdA1}CG9`%gqZG5q%*s`q)SB4a3M>os3##*IQx zR}kHDPzFkJ60raU;2}0S*;3OmwN+D?xI?q9Z6qlJUSWE>*9eSEf-kP8CaC9g!V5P1 z*`N$~6Q+Qq%jyf8-|#9UK+^M)_fk}f;^NaTLAEeQ>xMkHZ$Jj}}L^TiZ({?x!uV$^~{6f=QT4+Vz_$dA@O_f+fDSqR$Gwb2jg%y2)as(MD{)z&ft@T@f)hX0<{ z_R}tu-IhP=BnBXTJ-{woU2u3gmL>p+xciLn^oIqF)+$@6q-={*qn7HgAuqs*U4Wv8 zgvIJ_re>ujDdSr{A`f%3(^Wa8hr~UrACWAp0Q1A+ia9iqM(l#IW44t3tJl#cJ2dGl zG}Zjqmew02YR`D%g<(WSQzJ9+P^K$6_w`^+DbBv({-cf+ zqwRlfV}fzV>B=o)oai0~FzS5s>jWv%rtS0-<|0izei@J5HmCJG^cS{UA+ro_S!^+E z1=X7ZyVxU|R$4G4>b5Z!zGz_cH)=^g>qhN)S@OGA@R?DAdJ&#A4WD1H1`ayAg z1!g&Eur!=(c{2?}PE2KGpH%s0UYXlE@5g}=fR5cU6zn_nQ=acs9}qz8+5X}-Jsl?( zR0uNQiLdRQMd_rD!Yff{W*Wj*vT>ss9#9p#g?6VuS*#^i{KMhUn9po+xshle;MM)v zRTa9l7G$-_t3pn{ zZO*-TqQ3kKsyl5LQ5#7{0`D{r1W8@1HeD9`F*A;3omLQzRZ30$|>fPOA zlGk>4aO-f@jB@yFY;dDT7~s;U3B8rf?=9$g)GT<@rdSDwC=LBcf~Fwu_fV=woq zwg?9fl|Q}Oz0i7Z$j%~zX2FRr9^&_1_& zL;KgwuWQ|e&cbmnem^-E8g6L+l4ZnSwgX1uusrnF2Wd1k%DBNq5Zh-^lv3WqZ#P58 zbB=`fQWjoaB*_<0JH>W5Yf`Jma{JNM(cHzog#VB{`C5QZljlUZx$rLZ0lbc>YtySw z9+tso!BcYhG1ReR?)0cxoL|YN_h8kz1bldZj?5Db!97Ge>5ia-2E!hTALwr$bu!9l z=ojBaw7V_u<1rro+yn9yhgeSFLv^%v$XIH10vMdjIi}rtkBg5djr;) zpKGh+l30j0bbzrK0S5wPNZmJIYotUgU|O=Ep@KQ|=n6#Q{xk_Sm_s5$k#?e|c+W{< zghR*!4>w&W#caZ18o~u>WU&eq#9{vy65H0M*xQzLsBX^U*`Ca29Leld-vgNBJW$-V z(qXn-kEA85h2#2?Jnah(rEg#aB@`5lTU#Ir3vx~U=SRtOJ)i-#)`4wAquV9)9Rmj0 zeJTg$0NS1%H#E94UMq*I-R#JjZXuQDny-nrhNE)`v|nY|b?`@GCLgC%_Vw;D1j7(8 zNix3NQ%xBnGLPmGB77WhYc)uP3Pd_1lFF_NpCKX7-7@tH7{5-JgnsJ9?!1C8)3}e@ zt=g%Ik%S6*9152@VcRaPsqHOM^{da68W{RNYkjh+1sG-T{*E|6h|Bh z)wNJsN~;=yAZ=~z z!>XDxFatCYfAHbs>^G10>w-@=Wolc;tMNL^{k4sO$vo+ySjheaPvt{0f-hnIT^e%p zh45Yi{No63E;Kg=HXN#e(kV+Dm%6+auZohKT-vU9%41U?$3I{_npnU5*EOLK&K*G<-Vz0Fq+f+5j}GzXM~>9jw{lu$RlRdnrzjdJCfXll?fjctX=mam8bwDGr;PRw$l9+awf!yId=@xg-Gu zbCOghfPO*d{=Odaph-FRkdZ_I@Z0N%W-E9v6*VIyndZ#EuBXChBz-CI1P;TtOLL{D z3$Ki%EAlF61igqJfZjfZMPLpIc)iF|tmwkZJ4iBA$JLY?8=#&+HjplE|5^y29sR9R42}t<`I&0ZGg0OZs*>0Uw;#(ZK$A6xl`Fx# zAkaGm7pTLrXN+Yqrdags53w+vjWCg2%4cJ;= zE&%TUq?ISf)f*n45RxA@qKAi+)y(Ab?Vxf+EKXjzX8%}F*lZjd2Hoq)p!j;l?VGQv z?h1vJaywHnW*0I-#u-IWh}ZI9cnBO<)H4@&Lf}!(MJ4I2yqQQh)0bl!jm7`t5B4r& z$)|aa8XFIXa42d2*{jZav^m8Q;-!&qMS4PG_O(W8mJV|D*nTr2R~`Q0z5D9Q!?|Ss zl(__{tj>ub!I1S{moK4VLz8Qr0H>rSVNuR z_)h5m;{zO5w^?l^7OFlRv0u8sqOwAK9r`$uXbv{2Lv0+-D77#B09b+d01p~^UOUGw zlO&dZX+A+Lf&N-qVo(_V#||Bw9Q~Xra>6HMPXz(wg>bJ^EO_YiIWFR(ROfhE*Dyn( z<;E{A)%N0!9zPHUp(+)u;aDicF-r{}&%AyXz^?sMgxupM*Bqol%HllY&yvyk{eY4} z?qRi@IEGWbTQha4GGt zsBoo!=O!;-CO`l4Z1);{w~Jt}{OL6r?CWJTit7H4;lBrq0|cd`koO0|?BNqBa~B(C zcT6fy0U9Q)bcxdJ;dVHA<>hAi8)G$XIG?#seeUePLN}(vj1bVqU2Grcw=Sj>Z^?|J zyFRmomoR+XIDHfTzP!rL(48sS@*!&g1069L%`mbs-+Hkf1N$MU$ox-5G8CyQ_S(L2 zmf;%(7gJu{o$r~IPuXHi+Q>gt$>eM^GH6}np8{0J-Q=F>`O+Buy{YQI6@nPozOAF^~J@DJ0Zrc+RDCld=Lec&8*wm~9L zC#r2Jq(fwUgT(cFvthTo&!wQo*gBW3F@07g@MZUJcjOSWifkCFi2`^wprGb#zk^`X zx5|opj*t8BLjd-%5$lWd1>3L2kuS!H&x?z2T$65NE#qwLr)i&(O{&B(Zx_{Y#Zs5` z`~0=NRxT|;TeOmAAZ@7+j)wUR?^8*typusxRR+4ZnioPeO2~ zZg*P^QqD7$Dl+kO9!+becj}9n2QSl)|9K``Chui*HUM26C_x z#3f-V@2I(w@!1-_kZ4{~OC1?>^W+WzFL@z8R_1wD{i16y+~pa+{hyu&6Frb3?v~WP zmtLxIjRg%R4mUzgQm~pP0R!pq3{Dg8T&UU2dnBQ0r@mBR^Z+SRgYf?jL^_)E)1F2e z&hy~vNit`GE)MXpBvO`6_AdIHNq$6Yq!Pu{b!ln*FLJMaf9aHjX`4f#88Z>-dUxtB zrv`8SJbLOZb{lU8xElq&NqJ>#G)4D8-eeKZBXJJ18K335Q_^H)-VhZnJMv421j zQ~0{96vmSI&gJ}s5epyEuFKkj{NTOc0u~|6UJUuN(Iu5zMcyI1cEDKENdJkZSiDU% za+NYr>6>U6+x{H&zQBK`6rxP%N z1MuR6a-%P9+jh~R_!GRVD_lO*l~@cGf{DpMaNrL!*wM!xB6ebNvO#C&9I-gaKC+29 zD^LG3X3#NFbsp~Iy~>+V-zA;UlC=Zo(ko+!iiNJprs=HY&?V(`fp)WgiU?^}4Q%tC zJRUfs+9=kUhB6m%NY0_>$+jsMe}n(j)Y0S;eNe=s>g--;Y~V3v6WKp7e??Q+5#XL1h5`hFdc( z`Lz4`r-Zp#nmJUq=-y2G3idx;7c#pXejS|Ne^ojg&AJ&SQ%368;RF0PP0-Jc#sJTH zi-9=zJW%kt5AW@P3+~jNIK;g9GO|bb1Io_sdv?*`E2eK0*vFwQ2u1QV?9=%9D7UoRLZ*0La-I2CDSs14^Mv`Ke{8h7&;olE1ecx7m zX~_O&gb%nwJ$HLT97KKWw_~Qq)MXBH2C2p#Me!%!!>3Mp6bQe$dw14ChCw-(4I!nj zHrz$4f2$nHMKHC_bcc>)Rl^}H7q1#fv)icawhzw6N=WIRcnH}WoTauLOii7K)UiP( z`flQXq!vH$KvPlE@egG*hwrl`I-rf8WVB@-Tqy>hBEMML3R|~28|fWEnF>pgGD+9!=qe+a z?*pZVCZXrGWyLT${+75w9d~~$h;#l3w-U#sE%#naR3~SFmaeNlq(qWBuW`=ggYw0O z4T=wlLZpXYchxpw9N|?Z{xVZ62!dGS?aA3x{2O@NE%pUWU#Px4SV3rN-UA~Jn$+a$ zx9M;Rv->H6&XQc5Fzrb*X)ig+mlDi)3_P7=LSLoKv3x4 z%PG;O>QcYHIvolXEcXKeAS@>L>TgX+G)#_aoexi89^~uh%DbWb??}q}C>^%AFAZ*| z#(vp|W*9>4!LEgA;Uov~!|vGt-mh`8#1H|IuJ%Aj9(gM9Ejb$U!hVu>jhCmzd%tLg zh_{o1>Skp|nblWf^QwxB|Q}V{uzHpQGM&XD!0#{{OP9Q+$mA~Qh<~g0 zkYrP0XjQ#%gG2}=-K2UMv3NB~^Ds$qY~H8?T2)rsAz+&uOA$R{0_=A}pI8ay^o(;Q z`j19HKygDK z`>aINuGDal**Mw~761xVj~KU-vfVtbnioX0dD;AfsT`-YA2x0rNz}DFg#JI-!w2@M z^B>(tAzw8P&7bLHqzBl5^oeiP^vR@2cmDSHBat9j8k32#7<`_H`SB=7^*QS5IXQU! zXbLWZE_uKq+_;Dm%k12ZuOyRL^+5}-$xY>Uj6nU7T89VZjalW;V!EXYkLg_Kvqw`W zQz2mLl#~9>vA2*wm|ZC(Fp78g7WW=WuzyVV$)eN3h0$1!PwNYfq+DflmlX3l*qm}c zl1ag`!lqFtsu<`+`QIK26D9daaefs;kX>H>F;j3^O=sfY+Su)DIQPcVRo=Csmxqyu z&P>(J6nAhNz_D0&dIFf0>4@B8AD(KMUiE$;Lre36UlA2QiBm2G^rginE6#%y8FM{P zM21oq$8n)pAZr#*`k{tr$|g`$t)Ul(Vq*c00aKIWT4I>t-JH!mPI-oVYJK949@K>M z2hJ|WEzw=pA=FZQYw|p2< z%NvmA1A-x^M^fJ5KA(e5kGB^*U@2KMCnSaQvQl^9RTYxt&yoN_kNzi^`Q8{8DHl>y9H%mfo9d)jbJ)sn!u;_Ui z3zYLs;_H3^Q$9>iNeY3MnfwH>U!tRfWiYLwCt+*ydtMt0q<*P$iRwY-f4u47Zy&VO zLfBxllNL8)URL%mbrdlR^`4r}L8jX%NWtkANlytU7DS`Z4$2(_Ag3DD4xQgX#Xc`> z8X%&faO^*(kyf$9^ozK;*i%xnP>?C~m_2Gq8&C@DRrj+)(^p|p-$dF`8r!Jq62L_T zVQ9Ethu*sRhQh+l-q@Nnys>CZ8A*_xn4mcjQ*vr&>&W=l5ENKEGcShMgjFgc>^5-* zq{yTOx0z%pX<{PTN6qk%lmry%Hq4Lx!2*rvH&;c*+`x{C^`QITag7dq3=y*mLUl~-uWYjm zehi7w5`35iBw~kP4p_N$ za|vLHQ|P`}d9~Vo#K85Ru)-)`jC%T>#SZzWJU$4kI($w|7F9M_;&n1%7U|4EOGd`L(g?)NM_SO>vhkmPs>l1 zZ_%1E2WY-oK+RIfVV}^H*64iAc1qN_@;)Hs(NjI3O*HZ!wcWt$v?iNuhU{nZA~%_U zN$qnZt|G?*Z8!i~r3SRsNl|2ltofR<_SZ^dtVVVwIC$ds$s9CfUMNM#a5A_MB3jRB zb`E7K)5ZS;6nqQ=4<;v8{~Oy7Sa4Q7uQn#sK5BBDek@?L?YagLT{tdo9#nXKe>2fW zfCL$JuuClM&wqx@kF}@ZZmo6jdcjtU&|I))qD+#wG{z%%g!qsLzBdZESsY|HNI7G! zz1c4~5RXw)%9Xw7XCoFHX6ru?qoqG@QC7Kj1i$;l$oDL zwmA|U78~I9RwpR*o(52H>X8 z9&s+qa2~vkS^B9a>v}Sn|G(E}7EwsyhKm)0(?EhVwB|jzf|+;uZL;PNxPu4|@_mllJ`KSk)R%^YzLZ)DUHrm_rj{VO02YKp2OHYp~orD$w>zGDk-jipdXo( z;!39WA-d}pj%>0DbR)?@uIdo_+5C+?&_4gw?^HK|E7b2ntrCO`P0MJ~R!3loy>1aF zm)Zm9K%>r%fG&46zHfSnWBmWl+B>%9Ur<^;996NeIKYDWddY>KPbeC~Cmi6}F!Fegxe*hOkbgT1=5f9p42l-8U*;r$@ zncfb*z-Woa@`RgL(^>+6On`IU4-|g#`9`HyxrwE&?cZ3{ zU(c8f3`kKj)#DP7+MRoD+P4^?`kM)r_;Y!UcfNSS5)?0KY14&P!Q!preQ~Ln-oKSVG>tU=W-}4?o(QLHaR+w}Q0kjuRZfSVW@Nwg1Wkpm zfcCfKU$-ENu?8AprDC)HQ@}7ZOMhFAsPJ}bB?AkswzJWSgQv#QZD`k!g#vwVRU|yX z2ewV4*y!;7sNHvyR6^?@v=IU-2+lF~KbM-$rBfbdj=|2zGgXOYXHzEIRv{N8=blPQ z44ydq?;VJ{sILB2d;xSWX`f+-qSgMcia(RKfcC|9)2&{uE|r?OvpU9ziB_4WFHuofd>CCA|kQ}Heav^V%1V3>mwXzTbdZacoN2_|C+hx?umQ>FmY-6aq# z8EUP-(d1fn@Z)>*m5;K5cIw2)MwSz??Zs!>3ZOsjg`NLb$oG*`0|}7rKhL zQ3G9rD57pi(<{w8c#i#iq=+5f>!af%1!<1gVfdbAXUw}T2$Sns(%i`n6}z*gu*s`W z6QAG4y(vTPf$1+3i1c#sGx31(ZagaPI8AvUN(kz$C#*GcKpgQAxY_!SC#DLT(6+t%8jr33D-HqXm%IQ}bBit_krPacYGZQ$n znVZw~>&mYP{Ii*VES=D2Px-zNio%7%F}Imjd4`^yJ_lUFIM|7kwJz>!S6i?ZT!Aj= z${HKqx~YlNiJ7;^i(5xX%I;-4Gl|ZHN$4_nW6wa|gqOxK7<p2stG)*@eSE}u9}o1mbT&2xQ1S}wu02uRiPlOC%|rHk1zXEe%iGR`?4)$ zw+UC5_LxHgL)69&)Az2bzl+V!C9(Ka$TbU%2%DX_Eh8ul=Xn5A8ryyu zp|jjU3SRk$T&Q;EestNZXmyD?eTzt|ItLh2dm3aHTVd?L5A#=3WvV zSD8JS+U|SqVVV8x_3@nZ@kjMR64VV^^L$_YH^m|S>|=S5pv{L$9D=Ys!1q620Q#Xu zwq@?!36eW=_Fey1kR4Y_*T2mvv>?tAA|ue!Xw6lCd66M9&CGI)ClV7wfnz!RKLjeu zl*Sv%ZcIQo$fFBh=?byoHO2Z2hiU*v1|BTRL_sSV=T%`DU+Z1MI z?kE)0{Pu1Yk5%Bsc#%b$7+26MH`JB}@r(R|hsK7#ic+ zFN1eYjc0$s3bD79U_8C*$UNpvmlV`_t}!R7I{N|Gh2V*zM$)I4_F#mcd0zvN2(d!9 ztL)X!7!{iMRoitZzG|y|Y`TEf55$B*6BbcBN5V+!jew1|NlJD?NC-anQHpBeG|m28 z2n4O+gRi}wW78H9s{6~^;yZBrx)LE>TUr@S;Mqp`zr+IgZDln-C@i@ z?=)dls7a~49d}S#UFbr-3J@J)J^B$aK}xbR(JX93taH&w#c?SJvNp`~>VK`CHL-(a zb{yhh?ydFKwe_wq2$k&=5ZrTVfhcKKvk{S%#uJSWM5p)(plAgSOxF?3~HygJzxC3jSSR z*96^Iu_3-m6F6L(#KS-6?K8cD!SjQbi?i@9Cs;s93y0kPUdP2JbBm4A60_hBJokIB z);V_k%t>%S#)wdK;!4ji?ld3dYt!jR| zNlB0cugy^*nS`j^ckg2 z3d~5Z*y;FCvPkA&RV&l?->BjUqb~nRc}SDO69G%yD6xwb(_Ar(aT)x{3g7qmAfl=P ziVcS;ad80OA`LQhXN9W!$V#_g%DT9wyQfB#<=?o*pG7}TTJBVl=T>l2Rey1q&P3dk z67e*130ociAMBCG!R0N%Qm;3l4|8x988c8r2fm}lC#`OCSe+CDtE8_|!YfnNvDob9 zLS*>!2SZm7dj7v;6Z4gn%)nVDg_jtUi3YVi zNv>f`WRYopNbcC};RZEZ(Y4849k!(|@y-XG2clQ>$NcCGUK1TGY>=Se`;%sQUH7!t3p^8!Qi#5l!sXqA^qwDTkn-2fKzPemQe{}5Ee!s}SlMFPW zu|7Tq6JcU#h}9(`5zehC{^)V_y#U^>?Aa8$+;tlY=$^F4uym;*ks=6IPrAqFsk)n! z4n4vLMwI|IT!C8T3O|th`_iwHN@ng-exGSi#4@t%{F(Z35RtZ{oYEy`HL%s#xofxz zP57Jvmf%gEgS%9~FJrK*-R(-9%vqwVM1u2qtO~a`#2IP$A zYTu{Uqe~eezRerwYjbY(>=1pX?aP#U5X;fo=6{*LbI?m>i)SD64Lp*1W#9zZ%JFKK zm&N>L6$(VXHs`!_W@G(TP5&;=I`DwMI#EUt!8+d}BlP2-seLBATBXqwEzWGNLj zGrlxppLFW+*Foc@u^s3B4U|y8aIadgJO}B^0%UM#HM!G@USzfyj^Ci)JHu=fR$@u- z?Wd`g<=Esfl>de-s5;Xqgvq%$8Gp48@|}+OCJ?|JV34_cbs5FsS|UFhO(nDE>m2Uu z@X&|CJ(CkGtDnCE;GW3IaYig9&ZQ2+#_0+3G`)_B5EybllL`FXVMwbdm@)^&xdbGJ z8`w5x@11yB$vQL2PpURjyR4jVqIk9OJR?m(7f`}K6;F)iP-JPdP{NkcVGCC1*fO2 zov+}L%P=DT&KvN_kB7sfEzP00f;RT?x4d5iojLBpXzg24?e zMr*!s@O2h>+3tzZ>$e?oGQYhQt=>8*Uinyb>h3~6o=hhVagO19aJbTW2RG^OVop*1 znyWHCy%xz8iLOm7$a)ZR*^@{9EU1cPAm8m0$_jWhrB$|LItlT%AUf&+SQkHjaB7dF z*3F*2(XTer8LRKI){k;vkF*^dv5zeW^c*q20i-LS4mrr%`%zPo3=NkJ@2FrN;dI`Z zu~Bwnj`5(1PpClDZf2`x>bbY80#?fS{G~}BmtL4;#00V`-}50Id1r;0eS2si=BYn? zk^_>FKFUmq)3-HHi%BV^JxY*#gJU$oy~M&sjZTf%$eP(?|R zFc+^G`JO4)s{nm#?J>B+4$mH1bz8&_X5ke|VCi4#7Q-^dpPkb^aGz#AZ^MjT?CW2X zdY!E3MV_XCq_-|Xix6t6HA4x8b%f1}8^Vc-rs9@l@7P5P!Q;{M87SZM;(aAn#N+-| z0@3Twbq%523hl8e-EfH+jWbL*&30Y13L&sicXNVVpH8li+6kcN7oxnJp=UsNYkj43 z5%e1v&^apXg(n4j5TKKf>pNUQDKYetsd%=`-9Oc|e#`6R5;Eh=3NxXQUj}1ZkqkZc zv>*NH4|o7jW|0h8_A&O}^jwCaW=YU-#O7F11Vfu>`9*+EY`ZwJw7f1fY2D-ug(=SHLo5M&A<9CgzEN{#RYS<&r=4N_8h4fL(nq(BlvRWOH&T1UA zWt!8z>PxkI?C;*kgC6_j5Dve%};|oLKDdx z0;sIw$&n~ua#URj$N9Q@$h(%&S8q487-)seT{xuj{l~3FF_Jpnm+f>Kns+D;^F3+W zA+#@kX$ke`Ma_~!NEm@bwnp%K8%R=7{e|8kmwS^T3E!LdR1 z9*|qIsBBaKz(jT>@v8smlD`v8xx2bAk+bb{JI+Yy#pO zmyo9jsiB6&>3LsN!}yEFgbyq1F;Bn6O@)_FYdk&a$i`NR84T-ZAr^8$@RmK(wfoT0 zm*daVAb(?xc=20bnveq&djslMj2vxE!_Nc=RV4_GDpUY)%1uu$hM1S$)!~_@&-cml z7c;Any{HiugB!I7IF#tbxvsQ(ku5sfy`0*-%=1!OfBXygd46cEn@rEBxBGL_;JhV` zY#qTt!}qEh**pF;Bg&fE+FCKqbrUzv*01-=&B#HTlbf8%K%aAnhMcz$(*d1GPuPLh zMH*@da0j;#^~j5bB~u=KRLdi&rnuH07VmBlY0zy6b_9~(@=h0}A%uM@_{T@=g=zJw z3)FXGlv`^mhr4F-ttMZW(0cjZPnre{^#OWZ+utVqkV4a8o8GYm`*<;e|DzJ^Qk~^B z-67u2*ntb|<8g4~V+%*IjCYSgkAtQtY4J!{YCXGL;cq>f^)XG?a)&HlLxqqR<6Xa%T~>WFY7WHjoleDq z46N7)az}@GrdTDx10uYtFgd~p+%Mn}HLnAX7Ou@(!pE19vXJ3C^Cedyk3eClwOZpy zKBk+6?IAqRPli~aWZ$XN+{`ZzWp(vJTe)CRupdSx2s;j^>Bq9u@;)lz0}t77=JtbS z5#j?c!f;0+$4og^6L78{p0rUuQ$7AYbe$A`X>kVtYNX7h%wj)G3fZ9j#$mAz(Q^BEMr8TMSi#t0c({4bW!LTw2xHnOnSzAl7zJ`xb3~0_I3Yv9~CYah&j4IQx z8r;J8BtRk6sq;uGyEM-N8K5TY9o@!cl>oN9ZD998Or_t`q~@91+Z5Blujgz*k_<@m ztbkcANTv{|Lgj`y*I?{Xx^nG}uY&Piu)i(-7vw#76r~YsY0AAB*3?yc9g({zQ{iVw|E_b7xC5&u znTxix=+7c?n5+^Ta_yooG)>n>XHMC_YNg*`=t~P%C}OHjgqyfMDp`@0Y!QME(=pi4 za@c>>(7+OrvnBEWFI1I6)w&rnWbUg9DAJABWSqc7I)Pev(tNpui;+wuoL?b^^yt!6 zqRTN;BxD^W7<^q(7|KW^Mei%lLIxFm6NYVQClc~Vf^BPWHt|Tr%TE0k9J#{Jd9ks^ z?Aay}xZI9?#I~qegQX}HLV4uvgE*>j>0W4zW%%*(MpV{14j#5|FMX{>g9{DGk!3>z z5a@&-`5ER|RnFKsF9Xd`1RJ6-Jb;URap?B0v1(}1NIxtq8 zHo((!*53Ia`ExSEwON6AQX=;x73~%OvVkblt_UUZ`JC|i)J>t9 zycE*b}DVz;q4;}%-bp?~Fj!=ywl%%0zWmEC%c<|9MLOL0&Q zlz|dw+-dBFzQmdOiHb9q!4lrdp!Qhow#gwY@mqx|XP`9#l&U%EH`2CvTV>-TAn}i3 zdy@=e24#N;Pf)poRgW;%Rv*M@4lx`nEQ)o?ex9|%n2D3l2_r6L$r#?+O`y2Z_XyA6 zgBxobP1cHkLDx_~tai^;AlE{X^&k_n{MJvtDMYAA_2}^5N=MZv2W}2tv-kYba+dVY zb9UL8?N;6I!YTu^aosi9LK$*K30@8&{a%>Nv_()8P&lW4q|Y;ulg;JPzg0Lkdbocyy)yHWZ3F0i^OBQAIk|{1Kj6 zN8g~x2Aa#?JBoLihm@1s7YV0g(vh}x z&I4`vp;`JEF2P`((}4U2f5>v&9HBzt4Vh4T^zmFvMK?+9_r7+?%rll0CBR;s@9P%t z9_KI^CI~?GnSoYkB|gFpF7M$udxFyuh-F^Z@rlSEz`l8o91XuncUs<#g4y$xdF@WC z(Q{cgD!@q5c{q#?G&-85EN)2#bHuXMg$Qj)?}QVj0DX{fP#7kNpZDOP7+FUno4SNu zeZDAqslgh5lUMyzBsWYdXzPK!`qE*Ino#>qFZFZ&oRHL5s)HDGh=fatJhAvNih#JD zy+JDOLd$0YVh02b@xO!9jL!nCDJ5TwtW`Z6#%AW;zKz4R!VEk@?sx&o1OO&7*8$6;$CTrrpVS{UF_aI z?b`^5J%p7{he$Rh1WXCF1M@1CB3J&JVXRNy#v2O%n`b@0uqv(Pqyoigs`vxa#}Z_DJMsMwi(I-L%}56BE>&NC(pS zBZgMnALaZ6R}35Yw-$4S#vLIWWE|BgJR@0Z#q$y4LCGsnJ6pOAnFLx%SB4YyqB@{;56#o6>kXmzTJqipH1SUccGC>n&hOhD>eJ!&h(WQ z=i7+*B#4oWveJIqhlx1myR)se%xJibLurr+AmMmRQ0TNd|g9gUEJFr{=j*js!-wRCq zx+M;eM{loOLfm)84tv_<&{ChtOPzwK*MpmF?y9nKDN9%#urG!y30XQT+yue`0xpI! z0wFc;aO|orL!aD#2^P#HRhDH<>Ab7{I}mv}pmT%;%k(a>F`q}2`y=3bqghy-B@6E) z>WwTdP_MClapOL0~QDF;nUaw;uv$X^RagVhTz!B*YP8(Nc z*Z`30X7C`{ycZ0K%84=3^~83 zlGFHLxIf(#85>82FAlnRM~x|jRPS-in3FYrxFKt8=YeT-RDzx!Q`0v6VJXkuVuss_`!2~u%VR*#lM91-@5AB`KEcDky7P}W_aqNv@-(U{~Z zj=heW|NSD{Gu>?+cK~Tm|En2PhJFFHHtnyYEFuC=Rv6#(!t+jfbIRs)X!5bl?y3hg z(791gS`}UH83}r>ElXcBjI46{I$6l;PJ7X5xS3N2z&3V-06bilxCSEKiPtG*Uj;0t zYvWBV%e+Ux#^kSO`LalYO4B?#tgX+U*8F4y)!415x(PNDp5@yG%gLr!9Fv3!Bm!ZZ z-H`Wj+QF$!EO(n!V0#HKD#o3|UCeFuGt2*!cK}?1*?-s$V0*Q60LA3&pRmzTs&Vn) z?**_(D=$WM2jDN$kb1S9a%*OX=iB^9$u@}(l*>VL=VYNBfgiNbZrccujhiKb>U-QF zBDB`pwq+eV7ijFnsM@!ZabM9AJ=BRI`2pi4vc2c+2xOxt45Hu#a2INS+Oau7i}w)v z|DTv1AiuRhKnL)CAAL9)S{OkiBi7_eMGctG)f_{u^i|(`Z^;Gm8EjLY0Clv}e8X3wi9Sgkz#8uznz>#^#_wMK#O-1yNED zzen-BFz~9Uh1j;4L%cT4gxXBn_ai@YE_Uca>3$3ahN2PKT#5!4TiqoiIwx}43&>TT zYnG(1FVclYvZ(V`j|%m#a1vIyC|a!NfV1FDt(2H&g|+N`n|7{4)s;c78;Br4jBHI1 zS7b&@n}oM$ooNF;mRGTei_`q3e!83r;SNO^C)@|%2SW@ey1igheEI{Wrs&`)?JFJG zN7Mv2Od|{9fony`1(i(So+uBsQ|h6Wn$u|W;{3`6Y9v>wVwa@jTO8HYq9cMJ@f)a&44_=Bw$<4 zday=Ag}b`4SKuOHdyKMy4gQkEIBylMI(VNZ@M+OzPe7m+l!%THGjjC)!G=|jS2-kZ zMSWn9jwRYe^$GQ>KM8AU=FqC+0W4q$OeOm-c%lOv7>QgdH9X$g8HhY)V$9A$O7ivy zCpuijRJ8o#eIvtf+b97<%k|A=+gpgf8+=IO{kzEhchW!O=j-tRR0EpNxA%kOWEP^rgs@}{T}YL4B#N43jk)mZdUGe{GjShDn2{^iG{V9t^rD*+&* zCaElY99mRMmi^jLKk6}~;=T17)gQ;76^N8NSduyjgP5mIBJTqN&Rn_wN5YdD0oRXL z;SnQb+v3!w26bBoBcU98{0A96yk22RwFskpv*>m_#9tFqE&#In?HItR0pn24ISi#@ z2ILy`Ca-Qr~?{Do$>QJ4`_@u7Gc_Va)nLD`Nqz}Q2%frbBf ztiky(>&cUv6Sx>BPot>>pC(l~y-2t}iRzzsvHdS=OtR(NA?D>qza& zrg}GXU6H=khn%m~P00jr2It8Yr0Er6Zz#eIiK}?zSvueNmL4>KR=fBvA~Grp$+8xu z$BgW^`u zR`7-Q;NgANrw~yNy$afYstT|*N9$2?V50rvNARAlFWX=lqiQlrBoO=YmjUwP)ODUI z8^B*|Td7xrPt`gv+!o6z-+l9uT<~1Qsd#80>EE_AO$kZhW?G98eY!G;!}0+Rai^_1oReYG!X2X)_efI7KC-Ia z+puEC`Y?U9+}UzM^KNUNA%ybJSfL_Ol+DKuJyU5Kr03B;GZ;X%T@0kcf$y>9>A1}I z!_Jbq&KA%~^bI^I>Q9DJd;%2B9Tn-Sv z>_Zl_5v!JRG~kaFU|ChB{1>!Tz08c}fBJ9pHbpSgjl4zFDUUXMk|O({gB0E+zyw*V zhuu~{xfhV%^hH>V#G(Enjo{F{7{}=tx;58Q2k`nkg>(4Gav*Pn?)2+VTtxs|*dN9Q z2r}Ay7u=X#3A1?smm)4mb7xl3+RMYql-u`t<3Mkyi@0lY%}b-~1g)5U%5^>tTjd)? zs^E2yQ~XAF_D`3w0NfA#8MOvxB~6fy{hCjnDi~ijocV*YmN-h74fEL+uFqYGR(F<{ z(uz{@#Z8kDfNuu4>}A9W8*6man2vR@bP;-BlTyy$t)LPu!Ye& zv@|a)O$fJY&#w1I3Q10nD!?ypDbtzZO-c4INITfOJKUQ}dw;n6M@-avc1qse6-|P4 zTakczQXJLA+{1KbA$e0A^B%Q*!q)Z1@X3oU)cH^Q3g z#!MgIxkLN=fmv%Sl1fTkIPLmLnC1un`ZyrV%)gsU2yUj1Ag? z7#Hq%FKQ)LSFbE2ZvXA01_1_y58GDx99rufmQwa(l>H;+f$h5{ii?F!xUDiafK4F! z;Qh}lkzU^I+&|qXQZGn36WtjhH$!6S?g~V}vP(&R5f7?q9sEJE#AviJ{x;i>v<$SS zQ?*|g?ibd4%ru1aF03iN7Ko|5CH#L#RW~|)m>)idv4NC-C(qgc#?7JQvr`w$HqSW% zl596#_g}(rWH@RnaB)D5@+9F_7YaOKhYs)p7QXe-cS-|Bo<4A+2(#JPWD5Uo-;8hJ zuI}GGaZXcjv979NZ2;nVOYJ@p2YGNYyRxyiB4XH?5?|ik2P~^I2dLV+nP!m>3&N!l zM(RIR(E3&Z0W*K$`Q|@~SZ8%(LykzbQ!cDDeEAo+!StlHm&R=tKDpKop;lr4E-T27ufv75UaFJ@5zjPH4}4gg+w zU^Q{V{PeCk43~|vpy2r3Bd|Z4d<^BodW+|7Kd_2~g}7YKJYICznOL!TnLs^8e-^hV zP+R58GV+D9BDTcpMhC_s&s)zP+3hh}?CoFIh`8+=K!ND&|(nN7^x@CQE(UXAwGYm8i8l;DnK>+PZ^%jA<+=Hgf-n3}eYL zBegbfW#rf}ph%x}hWG)9Tvf;|+!0cw3UwnGNCXY3W9k4`+PofB@2iSK&XOqqLbIWr zU&59Su3-N`I;4W54Z=t_%4_7=&di$BhN=3~$fkDA~nK3PREXW;eEC zLKl7lP8E+a=V;bo5OVuBt~UVdt$q$>lQ~HE12ksU=$A|ay;&dJcGnL7iL`d%E%4g! z)h+A%noBY+F+$jd&;)~HLOn$NOx0Our(xS(rga1Of}S5tx|5P6?%<6+v?~P=A#k*P zXt9WP>SRZIT+)}K#geWuoUEU!GqSq<4?1{yJr`D**HLv8=16V#I!6e9#D=@TO;2Dv zy>WDeQ$LrH= zbO8LPn%nHZcCbhvb5I&wTeS#L6SFB^T)zOmbt0Q~pAYRajP}mm>!rHk+FozOm@~x^ zCJu%v@q`}QZUguS`QY}RGUq-a zKYL1Nso?hJUFD3f=|%@C%utWtLB0);!MAInNFfF*UuJ48Ee-Pd%1p)Il9$`xFYWisT)aq#{!(1j z{Z4`rUCfzqtjLb-uVZxT;n?>yO$RZ;SGx3q&7VByc@+oj=qQK~q-!U&4_3!CJvnIv z{C=mywGiplhK+I^xwhy8B7iVn`wP zp72Rcv;lcEcK(p*jynLI5ATA-1px%(LcUM*C|y*^xsmXG7zf_XrzJDOiMhT`f#@@= zZ^p*#7vB{(zh3i16v*%8wQoy1SIRE0{C(#8uxM~=)TXecV7#2olh_2UNe$^KBTqDZe`R8ke8q zX=fm&7V!cX#@E*H-RGGGambBX(>(U~+(i8i_XK0z^!tbWZYM8rWG6x^@a1Ld2{*3$ z!8*EHO(0++CRA4*HBX?3LvZ=bFcr2xW}$D>Z6D-y$jQqy=nfiTg_2jf>KcD9RE9mx zgz_IU05Be45OuS2EM})`XEV!R+UGrMc^Nk9u$CSaqL>>f&_^-GZWsVG2(GVjPKVfZ z6B2CYN-Y)8yA2M2OnYp+2 zKQCNLXCB=I*HCrMF1;VjRnFE|^Ke5phds`S-yTr#;Oy467;k*CQ$4Yt25O}guMdkN zPT8R{BsylX(XtX#=OnZepjv=m-Mhb~94Zly?t&NbT&cuZx4v#|PK|7l$jGvMm>Wz* zj{TfY?HnzHH`svRJ=UVh0P>lc(U!9W+Qv-3(rfyNgQpiT3h4uNNTiHn@WGWS+24OjAVs!Ie3f>51&8^ASPNDPcMA=X_cQZV`c zzGQ?s=odcd_tl5iAK6?}&;u$&cz0ia_&}KX-6`l2#}vJ+;(0VAV>`ic`PqR0$A_sc zh{Z{DQPj_d_a*^LK~V|7cPpdNFL>zf&0#BTOpVQ5Ceoe~OF3cd133`>a$S;N(P7)F zkI!Mwz1g$@1h6j%#B5h8{J6csMZDT-nkC8K-S4zBaSVA^(8aPMTy-TeHrbNQRq*^f zHFPocgyKeK;Q&kA-8hSQaZI)B$QaPSZSFbzJ!+PIq4cpsDQ9Mx&>77rsFQ}0PJn;m zO(I9se}vg8Y0nMc(x-JBssnOrR-&|^jcPb!9w>S24>S`hNf3#O5{n3dbR@1v8b#$@ zzHiuVO+9QwY zt5k#KXV3g;zr|z@lSH6SoiF>0A*go$RfdxNKNokfvSE{sJQeJm;jr`PLqX21K0d8f ztd;Xn!R1CVx-ypk=!!$z*14Zy{|{8k6D}`c&C>YJ+mxsj^0HX2g0)MamjbH>n{LvAgIu zyDcC-M3OShaalDTd<28xg#SqsDo#rkJJ0QSNXa%X^8pT#- zpna}_zL=|9_A&_9A_x~Y0&@}RWDcF9;Qo&5FUx!XVyTfMJ0*#J@nx=ovxHUiu;??! z+2}oJ{tJ`3hlSru!TCRDF>rC7?nlm5WBEjE5kKxrSKq&U&A)xIVJw%A9Fw|pM_Y$X zk+<)~`YJ|DVr-N(IhNsSlX#yZzOn`BUH1|vemr$sbmmV)1|2d)K#h{65uZ`cQ$70r zT{f2Fc-XOKM6ezqhXMN)nqN=IF(w*kdXzSPv?PSH77?3s2F8N`u1*2O(L0G22~JA+ z2n8~>JY2>eb(2SY?1r^iFw@m(~oNulZOKtE5mHvV*RHI(_ z3fwYSPq{7Ft2wHWB&bx*;>JVOl)bh=!G)Io)sTm?WBt=?H0rDII;z-?^^D#*MGvAc zS!d*jjPlsw$B;SMDJe4q6(@X=eQq6;61=> zux?h)(=L~{lp&#{a!5U20@0Io$>CG!q<~sUr@A+)$(pExuZK?&72lK9`9Ctj5QIHa zPfEDKFv2%M)vkArxpZW5E;62myGqsaUbCgzn(+lAz(0Th0ZwIKsb}`883}iw5|35L z?Ci@}`{8vUJH(|cg@hwTcq#W(wvi6cfwDmBb!(t+K7rRnbz8aqE?&~cLJSryVm?5o zZIf3avcKFfCTTr4^T4`+I+3}q<_hX+%D!x1_*{>e{cpT)hXDQh3Z=_JBEHX8K*x*1 z=$Aga`epIE4=xt7(Y0fzqHAdED1I_A0djI;TOO}h(28=1u~l zsxc-Yx*n2)vZeF)oENSqLZ@ZgXiFGs+m}Sp%OS~4HVcC zpyG*bNNSETlghX6=mBEegIkYV`NcJ325nJ(m^}M5lfAPLdJmfaQd-yj_qy7=#%s7* zm{}o*D=S-|&x&p7?-%b_kYbP6s#-WY&Q$fII({z!<%=RhQP%}bZM6`3XaUkEDBp79 z{u)~G%Z#q<`=?#i_dq2?u1)&cFi#=i@$hHw+LpLPW4eBUXD;jSG7OAe6jR)=N8R?5vC+rNdcDV=FVXodXgIn(QRqr=(Cm@(390%_@sxw%dK*=BU zj&W|1iSniphapUfYZyWAK$eSow%Jm48(6E5*XmYj0Z(1kfMLOp_Xw_}@r1bCrK1vE zOVs7C23Pi?myaOWSHHh%-t5*PHPafwxVrt0W@eT{a8v(^M*MPAX0G1i-c|(?5q!!P zI2YIepW1^Qf|}G)iF81>mg2g~RGHrQLW|`m=wMzKPAYp0Nyn^R{7o*T*bwQvMNgt# zTW)+Rhb^T|uRm#CDRa)`g3e|*|6QUHfT!~Rgo@jBKz>PdrX7Jw*WlQ2Mr|NKYSXUI zawC8YiuRG5h`zn<^KmpSvE^2{NZ?4<@Z;h*C=7L;IektUN9)@hhghXY|JnS#v);KWDEh5-fPMLY~L4`|i~!Vvv$hz#{n z#REr-iH{e*W#sYc;hCLvgVsy}hSiFgxjOF`&g4f{LKM%UJrzbUTT^l87A*0h51DrH zuqBM2(kN$Ck~_xV5)nHn=>1d_j8S`v)3)tEP3G50A(ORAtWpWt%$pFTs#1wGbbgAo z)kRkn7cUZ!dLDVJkK|2SJGiMWqO4d3q8sjTjPjtj2`VzUpUSV{prHj8cJHyyKkkD+ z0X;ntcz@q-HC&;4n)nl15R<9u^9a8S_tXsn`Um%QlI?-zwo7zpp6w@(u1*xczm>T) z6?Z}gBo*?h!&}cYZg{@y4LNFjn~ISxM9~x{v3s+14AQ1uX5L0@W3E%QVV3dc2j~}H zb5mW@*7lv%(MOkb|j3$!8$3#vh9L2kR?

~ToTi^-;pca`}WOmxB<#nDj; z7M%Io1y{A$*!Y-+oSyYKe)`U&8d+`t@N!ebhb)0%1QGItS-sL!pt{m1#iOc1fN{oD z1={ScXS2SpKA$AUb6$`^MkIo# zG1!l^q<_k=fpb8I)JGVM;E#r`9~Xyd@~bj)`>uJwLHS1 zPSyJNlit5w%WF9M~4==$)=%O5GKF8xo=Wl^i_%?GT3GYX`pBYjn6t~2d9?H11lasEIMHwG!S3uE#EqjAY z&mRjLwLKA*C<9MElYZOo0rUgLT!#Q=69UR{WhuEo+tRrSM`+7!7F>afA~Z~I9XW^9 zRL|4i7XPZ0z3Bv=2?}KEDUH{j0NUrY+!sm76#z$_hvcz}zRW_*5|MN(g?OEE;(~OQ z%BbpuK~d^&Qdlo#v;H)<&hF$Z;uyie!-+D~ox2&u@v${s@0h7cN1pejYa}%6 zWy9who~zho9naWBRJc4xBI)eMKoLFaup6fZ2`nES632Qy+`A__GL8vx8BRRwBdw1UDEikT(0g_o$Ccc z_y%cAS@R3WFG4&q2H%LphS1-e93OUp)N zWxar@a75~!W>Pa5#7-d>z==U!(t$&l)>vNA;)d`MgEi&rb_OU@n>jN zV*APYUcwvkotFCd=QXPUz&vED^L0_4GYvDeX_sJg6$g~D9$%j4YMZ%hzkAf=ybOr4 zYG4xl6b(q6un4163-(qG1no?w4JA_cdcc$55T*D*WF!+=*wqCC+OYOjv6X-p#!=Zu$_y9MXS2<+Ix< zL9TZsOK%gJkzA$yqX8Z1C^kb4=*Tb;5Dy=cMfx=ifhwckhk?&OS_5VZmFpxL@{n9B z9gKc>&Ni~HvlMGy#+CpHmIZB{Go>TxCy0RXJCDAUKIZU9QVXC5INyO9e#39=H!N&f zAXs&J1yWLYwd3mLur!>nhi`pSPXS~+{2L6^_YIyHVtdS~Dy1A9dT^J8+#5+h9dRMQ zheP~H3ds;lZX_!c?C;)utG}Rg++7I3snE%^dA`Bku$HA`;)XO!!DpH`p=?(9<#8Wr zaoSnc)-&GZ%=2816s>vvoa;%(K0ILQ_+&^hMyVP*g2lEd^4sGFLP50Nt})zfFu(bP zzKSL_@23xyaoUWvz%&+>)vYQfv*ZI|M5}ah21#JWmChNlQOkCMomf9mkUsYMXEt$n zyD3hvB-l)Q?r^kP$Fcw$pBP}e2jZC3=~+-6YGC>U4S&j&ypI(8`)atQ1Q(64SBu?J z^<1oI(NGt3WxI})6emZ7hY`hRZkW&~6C( zNe}#*lOUt3v#rH7-PQrR3;`NxDIMP{uq8X(Vw7JbM#;PStsM;}G6tTkTE=IR>1%{E zh`VSB_yI&I7k&g~{ILu6gIr@ypr_+SjZBsjSb)P`C)hC-kJB7czG?oUy%bT3h6&Y_ zQ$jj@n4@xVAQ-S!R%I#10h7|_*v(cMN#>`BeYY`hh_ms15ohJg5QYy$w;w8awOHl{ zkFiIosiYX&Y2c|M$eO`eReZM+=PwL@#mCsvaaZMqrHy@F$7~%!NpOKHUcL`j4fk1U zD#Pa1fzINV)M#zRva4`1*RaZ;y_2mTT*%*@T;@G%N_0CuLo`>ePo~bZ!w`RZN1Me_ zNFCqY9#*FKf3ByOz!Js7&=x>JRkVN<>yD{=#DCYV?)Xm*#KP!pSBj zc*9}*Q!OQLkX_;yX!0v;Fjeq7egTC8Ear{Wp>J}Sg(qu~vQFC&mPf|4d0SX9e^^Ca z44`pgCKPW8Z6}GXvJ~5oi8?fsXW0oQ__7OY>=%#pRhho@$ zPMuTDXNWAJEVy#Uz)VIVDF$vgDlgayR z$X6!30i(=<{J!E8ZwM0Glqgqr-bImV#x0z*LjjJSli5LOw%^DvZ2>32{u=#M`|(UVcv>lPvm2e+PN)77;vb4ih_ttv;)auuE`z&6jrs}3;f}kr5s`; z;$*sr9Iya9Z5+Ju9j{W^%%|-#q~TF{v8>gA;xtTlK#AUwVFd4v7N|x+;8GWs0E)%HS?KAw4@PU0+eRVCCy|7HAcGJOkTaVgrF?E5vOHo zFQ%pl)&m!p`p{9T6px!4Mls~a#!;I$=aoy>o!3$1CXVu}EGGd(P1Cli(046Ivyp+A zN%9ql6Hs-H}#3` zOp>`ShYIR(?Gs1$OgbRGN9|pv8;{Qs(Dc|9!=4x)Y{`Qb`{U~svF8mlBqYbQ zVAY|32p0i_Py7iBCTOh@rRX1tyT_}ua?bJVG^HCPF<|9f42mKdjZQHx;c{-90wl~t z{uOJICy%>LdIqQawd?3EceqbMpji=v{C#_VS^7!Nl2r!hx_p^x8vHcXBXLwDhJXp@ z30x3_Il(kvpNPPN&l`1Semwq{h(|i)TeJfZqWKOXl0@JabyfJ^vV6Ey%x}Teh?`^w z`i48UnI2m|0BZ5*u*20&D;9{hCMrwXi6y+?xeFjTJ*aXMIwf& z@y;eCn9TJmuk&3{1zQa!40@hX@MYi2Y!&B2#y-SBhsUe*M z3;Ncy)EFE__cThMk*@A^5SbvF(cEy1*7uReqO_<1D1-o%3pp89N%}MW&NM7#%ov7k zhdE{43^43ieL&M7i*c8S^DGjl=5V~?PuO!DF^^k1@8njhD?NrYw0NAuIRE;L@^`Slt<$jfK zr!^NUsU#(C-%Mu%8aqZ}gPI4oBAh#deCwLA6l1dmlE!}+re&~12A~&O#Ib_@f5K*3u;T#^F!(2N zjrZWP0L%BQ%j%}1uHIgoy0#w;^4q10o>0p(tnhM5mv}wx$OEJF9S3<{ggljct*ko7 z{bsCXwXgw#DEW)gtPXl;&Id%4Qq_S;jgOlVuw5L0#Sv_+uAld{L}#lQLkjZ9$cVz$ zF`e2x7PAaoZAr{x2)ak(7$~(b{Qy{j_W+tZ1vp2uk1n` z+H$JnyLSbx(`rg(Fq}xH264soj(fjMTv=p@8bu>i+vnyo%|D~00l6!&Rw6XId@Zj2 zW!DPyRbSBZft*K~vK!j2jC{+o(PW}5cfXMK_tglEXDP;fC1;PaG{`xR5IfIP^`HEz zPN++QK*4@5;0vtmRxz4mzP1eS2lJWUXsc)!7h)y!16a2PqM8b^r9Z2aL6AS$-acfK z*3bcdYSdQ7a-!M+Y(vyR-wbHGciS(E ze1Q`0m>hG=3>S$FJ z^MD+Pvj)i7LhBQ7^Y(A(dTH_aIZ`R!4b&?-r3CFK2S*=RnDUY1^fSbvMLW8eP|2s5 zrrPJ^SIk#;;G@@c?biyD$O(9r%~Wv=Gw){lHLbO`z$+4E6Ucwdqk(S%Q|5$j^=Cl~ zD;hU@ZOuW!@wR^F0L?f_+zblTI1)q)8)0qOLr>^$F&ouI8j9@g(n2SHe2CPSd?Mb- z{sW6^oW>M$cr7XwS-?R)<)nLIwDE$WfX;Y<=x6(w@>MBKx}hBglRF(k=V(9 zD$sAai%oZEMMV=D%fP3|9C*yH5gD;vh_zo6tW$bVi zQNu%0C)ci{jpa^?XA$F$M~NLvC1NHgNPl=}kg+5q3@4j?&^{`a^7%?-E2U2?`0%~& z;)yA)KX>|Bgzl8Gp?QJR65~Zv$Ag%;S5^=FpgqSX_!|}Q>gT18{u_B~8Ay$y% zUj+ugxt*+Vo+?UsBq?40FO`12O~`53V(5bw+*SA=KBiZWiwDmXV&eL9gub)gv?Ck(Pt;F>3(28^v=r-vj+ng=|p-+Y4pUkK!qO%)8#jYw#$qC zot)s>ZlMW?jtR_L9_)N)d*2lv$dUmkS`*`TRj<#Iu4GRU)(GDzO)(5jA$mW zXsxsJ0g7;70Mcp48od`9_#=T2X%DQx{x1AC<@`Qfj59#2Gl|qpN0WsTXo>KEAQo+3 z+`%-zR%*2vzzBzy*88%EV7N+&hwz%gFoG_dv%=RY8A=-UDv=^|?nCl|$kM-vkNNgm zS>SYo{4%W%8RMA+V`Zz07Si_0SJa?fEGpSkvOKj3X}=4i5RB(TBUNu%MN94yuDlC# zONEqWvN`hWK?F{tRSK>iN@$jc{H}E+n?qyeWaVAeX*@8 zfev;DqOtsk)W2V>OVOVxxOx#RH3FS2==IkT5`)mZ{<^!0vSt<`wi=m}Rj$De zDXz4?gp)SjB>)`cm$udIxrLjRnb$FrBThxbB3iq~%;bruXs&O^rbfJE|CKw5D)pyY zl;tr3zWZtqc;o2?aij_$(c4Je$$xm&8@5xBMrdI0 zbuWUYf)D+qS8FBm&hR=#jUvp#PXjFuGj~1FdgGTr?Bo<~;4LOdBJ+b@OV5}i(j=e= z1F(OKs}$e?e5eL3-r96LKb&UWqD~1^(zEgzugCSYBKoJO?LL4YmhW|7ZXgA71^7s2 za0wf+5aq8J{Whd$o12gPR@$!>dOgUb{oxxi33c2taTj5@&jT$?cXB*Esee@> z5A3l%aH|tmFcc{~v{l(7bL_iJh&3jiaCB;k#aPMFXThNS*; z!6rM@BdVG&J0y8&<2R*=3ZH-DFWs1Eu_vS%Vz=$ck*e1k#x6U}-3f#?oicXad3pH* zM9V|(iK$dIFSRT^Yz#&jpk6k&#TmtLqn^8=<0%{0h~b}zx!H=KWmq2Ar0XpdPi6>b zJF3}%4pjY9T?O%xBun9qC-b<*BA&3+17iQCE1Nj6R5TZ#qP_b0c#m(s$w-bdGlYSF zF`_MA1!aXQMV$JWMKUvlWhO9{PG$kBZh@bZIiWI^$#OV_e11mnnq-J>3>!2Ni|@0< zE@`Nh$^~uLx-4%9jO&6~%#NN|@n9Ug%e7^7%9}I^-#s*-l`OTmn28bNaV~cu_r6S4 zY2ZAc(F=>XuSWTWgt`$V^87y>2DqDC9ry-B8f8o<`5caqPi_-5DfNq%(_}xygOn1yt{>^yO0E#!Yqnvow+7_rndI1z1KfgQS4D5gAlS2!~_=J9{>{V}c?ojzW zw_y)X4rLNRU5nu5h;})FfX)c_{TVMPim09LlW?bJz|k7UMNv;*oU-nf@=62fVJQLE zNw|t1#>PDaOl=M%+e7`OP^1ukLEA?8&czx{%jtV#3xvd2MV>#w&z$17aZEO>l)8A` z_Zf?t(oq(wtWnM{gLa7|J__CDfTBLHO}^4Ve)tcT1_OuUbPEemP!cxx29Qoh@!j+h zr!>zV4?h1+Xp=v=A`B%2 z5cx63Sp5|EUZD{BOh{(sTEICi5xW zQVXqR6hlQ-NUMHO)Zj&Eeq6hy#%Pc`87#byi3GwE!PeI1r)GILFmHR%WuP1d*FYxYk7y~ob!IG_F46SJQgCPCXgRC|Wrm^!Y=U>wNBvnK#J!+7z19AILE6{?m ze&PZv`Ti98Pm96SrRDZd&l#lX!u8W@QH@zpnue z{)8Kbmy?~#d+5mTg5>w-_` zcK*2A58O@AVdZxU1KasRb(nYigt0GsBe^fEa!TVO_)WOBgg4K_znVLnq2bn{JT~jb zKI@o@d4i_{wk)2TQj0RJwf3WZ*vi8t)g4p3zg30DLn0Nss5iG?CB?R)OXcQum4RXL zBxqM%J0j6X`MFm<@#vLPm?=C4OA2VKy4pOswgF;eLkg!5${vG zwlQFa$$_x^1s;IDT0pkw5kX%cnP}n+qgILm{lpblKiK!?3dR@>ujr6*Y!i}1F`}J_ zvx3)$nF+6}lEPm=G(&aE#C8Z9OZaYk7U{{2pt$5~=^h=x|; z#ODm>Qx9tK8oj3nm%c&G<8VpLc<1-oOqctVEozG%Sp05G@uH}=G$ng@wmA%eS*OwE zjup7+l{e6eDGqUW*uP*th*+ae;ul4(fWaw);im`Y5~zSlbl#--r}l{Cup_&EB7yP$ zps-DQ4`Pr(*+rme1jzYs-j-GYSZYhNStSvMoT(EVIRvh0R3ZJv!k+gZ0BeAK<6zu< z)@ldig0L0LZ4lbTv#Ny}esK+rJw{rti^SWg0L@Y?m3I?vMBEW;|jD zVX%Y56_mK`Y755AO!~@Ay*bt@#t%_}vsn^bT&tNstqB!+`rh%Du05o1Iv~4JKXMEE zX;_OHS3B~_&9Q5X4on+W5cAbZH zH%k6`w(sj5EZ?ioSsH0sthHp}CZkLUNJltDu~UY3myW2qETXulD0XwhHx?&m5!w^b z)pThXWBJKq@3Yyl_!GA;00$qS-o@fhPE7{0MfcIyF<`!PuwKWtbhcf%*P=2_`wCxeF}t|o~Ff?EhLZxZCy?ckii$Oma5p)QO!9& zdDlg^;%X8(&-Q@k9f&sa2uh%t+wva3H=Fe;4T4n6)id9f!4&GjzY!vX-L9a(ZH3jq z?Yyo13y6m`#}^F%R61Hg^ul?)QB6*hKv*a-2m)dSOrFa)9~^yO3)_&ZdR`cB_QgQi z6ixOnpg$Vf7G-P$m1g5Qf+C@G)=|A#XVUy32!;B=JAu z0(%v^o>$00@S_}+CVno~qWON$nUteZrdQH46Fbub`CFc+%@^?X62%Zv%5;@Mpw2e9 zeWjAYDz0Uq&a5u4lsb+AyMqs_{u3sC%cY_VBn%{Wzx4T>OtrDUsVFu);`nv1_`5%G zOqtG)Rsc>iYK|>%ET#T;+1jSUHsvDgNK*wu9$rXV%S zXSd=FNU+uajn^dEM$X(24G(#$a4$C4nn+!Z+%{OWYAUP6!I>p{`|JnARXUQmNiB2XaDEUW8 z;MD0Cusqq7*?rvAGmhj5wm7tgRkWfuJY~PlVxhhJG#Lv>WBBg2RtWh&%ued4kgrFo z8?3*Plx6w4-f^74@3L|7U=NcF%Q+e-#${IqZt!UglXD+-SyPceRnwx(5TGP=lO6xM zZ2+(}9nun6+q{jpn5Yh&i@yhZPimg@fw3{jUw0~FEHY?lu2WwC-O$x^Hzsf#^x3i8 zQ7ZKPGGh*g^|ouY6Db`v>QKGa>JYp54X63o2SA>NGPa08^K3$Q;WT?x*F*HsTpI-# zBf!T6!EiW3{r}s;hT66~wC2X+t1h`kIOdy4DGL=8*rsk3!?ucSZPpru0lJUzZ4!kU zwSmfAxzjtYn%ig_(fn%|LaRwX^1fgw*7kr8UFYha;eCy+o+dysjfj02Xkc~^jS@@r zogShOH8hh^MJ%Cn?u&PnR4ik=5MrvUeu2j0$N|zwe{KmAWFs4TY9t+ZL04bVuzlS# z0(%sU&mT;Ar5$mXznnEFlMWqo@_IcV0gV)7dEd!88EomdNzKSdwP!;tjk}@WJw4{d z3$yb8(85Vf1QL zKWL*xdzP*;7cMX|Evav#{tF#eGjE&?<&|{%0eGIE#f-qJi8S<(Q;Z66r+|X-vQ&y} z{tU+a+CZH6Aa8QV#a0@K249TQV2W3nuI@@Axq*G96_xvclWc^ zk@W|u{e$6i}zd-MemUvNMjcv8R2jZC#k|pwnp0`sih<-VZ}dG zMYXXFX!%HaUWCCl+ypErq`|6Vmk@9}AN2nPI-C$$Y4q7|`qRRH+vkT;nmcDTGtA zznbB|P0lZd`U>)0Vh*oVMnYoSrciQhPrRS$hLl1=5%Cj+#;7>G-KIObD1yt1TTIxb zL+A2)M;N9a>a;f2mNu%r@^zWS51D>-&wrbmt#e{Udv>C6>MS){_eHKodk+rmGLmYu zOx((CLc|5B=)+c;Ci<=~^Dur8(ij0FBdI@pMjJ_tDkv16Ad{i~Ul`ptiPqXc!5>eryBO%NKQ84S`IPA3+6@6}3F(%1U}(2>#D_Z4KWEB$W&>nVcGMS7(yf?)_> zpr+@Z2FYs94K4GyFw?!rcGNDKfeJ?^!!iHMe#U4l>bxOe4pibqV+5P`D85CdqL{h? z(Nr6?j=cUCI4+GBK@3T#){7oPT>GQ5j-O2 z{F%|WYk2?IO%PD^+T&f?95o>yPo%f=E z1gFiUgah{g^(m3WV$Noibpai(?zi!{_x1~fzde$4G-O~hvNms_Q=aLxA_OKwa@LpN zaUnM7f8;|i|)W@{Q7lp*rc+*-sWT~r1?jN^{P z)BP3)fiDXsa673E*SHJpaXLHX9JoXy+ z`l&IR4qBa)Q)OSv1dc()qZ?i;LtmvwT}H57zO*$LBy=~HHo&Za_25Zjgwy&2*?=Q8 z$lJ%Ov73-m>^f-JgR2PJE34^4Otiz6t|2b}u2^rK;;yNA8uA;gYur1}YU)bb7NXTw}K(Nqx)4cHP< z{$3g4Fl$adSE(OJ;c$WE37N$=_kUM_gHc3@4VNMtRbC30u%izp(*^hcDPo*Sz-{CzM{GkIauq6Hz;+mrCcUF zp<8C+ZuGf79j6?6jDJ%7SPWGe$#LdBT3# zRV#lWsR|pu%3RdYA&#@%G>O{*wT>#B?$;q z8ko4`@(m1%j13uW^7#1yFw>=MI={;6W(VQw^mx_7cC@o*JJuFD|9?A29s#=d(DWvk`*==(n%pI6& zOZSe0cATM&%whjV3XEhF8Q-0>UhF^qT0qciyV`0J_eg>(2` zN81EDMRl6V6315~Qw51jD&D$%MWb9C1ZDIVCU#!JM5iC!`F^%9jnpX7n|`5p%WSr} zK+a?0jUkn?|3>k=rJ1bvN4i12hc;K`8vE#sR2Ql0aCk3Fx|HjRsq{a;aiIB zO`b0meY1L9r|e4FRWOTKeIGL-A)_)R_zZtH?^b|9Q=WwlD83vsEjN;3S?R@L7(l`XxTF{JxujV)L&*Z+vWNK@fiW|Z8 z?MOiyyy?MY_p8!t-M>dCzFuG+SS?0|SY%=o7S9WY`;9DkaRA%No&ze~D=Kp6=QNz+ z{KEFc#Vb+!`FuZyi$zoHpcxZ`BCLDA9P?2BElCO9g!43iQxv5KX4iArL6N$@xvj1U zx6kWuA?z^J)Z{HCVR(YcV0Y{2)Ovgrpw8`{ZrX^!|JL*7VH?2f;TY4z+8Jj@7V>x6 zAAHrb{;Py1ldIRJV2xq*O!Ih-+(Vv7}5w&GiMCoUfj!H35fkk4KGEC#j%W z^~lsm(nRY{88jS$D?L?VgGPNb1;-H9u0TE2i^%mzd0S?o zh@t>@QkM<>pVDjTkTa$ybn_ICk=Q``pvG~st~2!cTs3MzI@Y2iyQd$ZTUzDf2`Y`dN~bryrIjKmzuYa&x8V* z##es#v9dM;#mA_=B*Qt}gMTSP-V;*lA=;j;xkR<$DPu=HS z&HHWVW3W)hiqwFse$?NwuqO~)xH5x@^m{HwfVag9`It9F@hRtEx*=h zDr~kNqym>ACFGngCK%XB)Om0V;$^UPr5QV5i>jTP#rLFZ}>m0pS2` zKIObA`gE|p@u|1}mG&aYO@M?k_9MhayQcMq|0D0WJQcA5XLG#wo1qmsar7wpf{zlx z5b3>kxhtPJdi-%fJ!GKYrFZL+OvcI}*ri91xjiMbn~qB`swTRfB3kp00iRbW*`~7< z>)mMkkPlDi8`G1ZLIX^*7}2Z^zh+1GX?vjpqlxbHzop1A%(_f@799>&?}FG|07foQ znY9@q-hXG#2zHKi_+Yu+vj8V5l|wW{Dj}fY(!XWCie*XtWs=C&1?20VSdSG*LG!3^ zve@y@Gf3~ns*$;$vNI+gE18%9yvQ(;xLBcd@GJrSX$p&fg*T}=7YOzrIA#6K_Y&jy-gfa9Z7mquGNd7{+N1gb+Sz5`&Vds*wMMlcB4tleeCRHH)DgIg z(=|o!`1zEb*k|rx8q*diomzv@(0A`F+>h>tOZIkO-t-b#-7TSu+kx9jcwqsH=G4dB zN#rbUPGK(iLC{D;KcS`9d8{|alu9ITLWpU`(0p1lDQ4Bx(rNkSK}UuSBQiel%z3l< z55(^z&QB*|R4^&nG`;R4dda3{aG{oYXDTCvnRr;5KbalKM81Q-EWtp`q_dby2eI)Z z`3&yw^Z&UWA4yjw`Rk!u(P2Vb@p^5sG1*K^giZBU>}kpd#I<@FJ9tnajUBIK%1pr= zE$!CS^ImEwRh8o;YsYT4gy#JThBY3lWfvmtdC}$`)%PUxLiMqKxyirN+JdltsWj9w zz)U8`!{u~tLC{ki_SC8t8f*cjzY2QV5T|NE>u&G)$sSD#0aY|>-lbAB+~HumEt8vi)VHbPHuXQ2deyAe3R z)BIKj^1wp;Diza=gh&C(2~IqPoI7>co&pl0@D+?@#?`~O=F^5Ik}?qqdz|MRy2o^B z#Y;>I+W`mD1w%+KzDr0UJwYHfY=&Hd)v&CDXj-+7U`qX6oU~Mm{5^xA6uL;~r(xaK zJ84nOJ$M47L;Lc(32IQDN5*LZ58L8>QWFMyIr1-`AX*QaMB8C5s+z!iM?F4jGFhG8 z)b_0rpLW36P7^_hc@<9_D-EElZfQojT(oa8%|QwQZNi@_8Wm=00GM!7D13)l(7?h)~%G1RKhmDB8`Y+KwPuz0i42oNV`EjZu!ey2+?LbpC5 zB5D+0Hix`Ri<}*wp`5oCdZV6Jh0DN49pIIsGz+fmM3m3Vp8tJvHVcs#`Uh7@Rn>k5NU0_|2&c z?>ZN5G!8zYRS=$6%+t9odS+%tuMzwBbl%n*OmbzU7cdTX_OCZ$7szC(SlPo~o ze1>kAK_#q2g$+i5TC6Gi`6*s#AhUyu@XWpI*)CjVz2TME?@ST-rN6*!$U5@F$y|pg z&RmOD^HfTkg0#KptoLYM;Yt;ByR?!-T3*mB&Yx-;GrtylPKOezTE-&W*TCbHSH&zy z20|;x+_N*3NB>)QZEwXI9qCq^Wi;0))ah=)kH zrc|frmeP@|v)FdH)5I~t~)@z_eXa-OtN-02mj6x@QGv1T=yU%1f`Du8=E$SQisPt(?l zaO^r@Z>KWsG1Q=DNl8Ow9rr`77j)Z1(x86|ERL+_kccdiyR8KO7-@4zG%~t2uORJl zSah?}Kop*+Gt%a3&LFkrW7P!##u})x8-yt4|42A7#6-=?z?^@(SOU1DU|<^cQqekA zo16e|&O1Pqpqy(q3hd+<4(wYGBHAe9If|5>tvd?n+rF;MI{*W)ylY=kg^yfrzD08G z+HZ*hKODxqgu9fW>TwyNv0?k8m9%IR#$g=-u2hZxo=i;hlw_3r54yyu$=b$r~Z3JK?%uTC=37xHwa8oz1l9NXne+pnm&`wxXs?!9t`Dp z*gk?EB2=%O-^1x&bAUpj4-FImj6E9N+$3Crs5{1rQsV(&q`E;$M(f2067_%haE(d| z)_Y(adSR0=tf+J=such;d0t=;4>CjQqWmO$)FXLn<}vt<(rLU<^OEM;H4I1v+qaz_ zQf%|IlSE*NOBCe2W&>~I6#yc8Mwd)#Wd8`Sh-LH8EKGW?blCq1!NLBTJ~BH9*Zr&=DwiTwB=?`yv)X!8Q_1xCLm;|@=i#pztp0_rDt2IEP&=C``mR}^46hmkYcFC zZ=DK?R?&%pk_ZR0A}w?FglzU{`pICtMS1#$vpPcm8>f1k&|P~hXn7#u+|N-IMX~6? zKyv<%S~15|C+hcWGcX5Yw8a8L!~0YKtLRS)kCgc|z?AZ)(REjE(VtPIO`MH`iH1*a zt&RNmr?dT+R8j`xyYK$x^>GGQCNj`#`=Aud(CYu8=|(6HLdygz0JH@yl&-nGPAn$p z-dH{L0l%`_2E%U4%p$dl?{miid=Z20zG#a^)j=@KVuhax8~sTkORGWOc>PC-Wh-%C z4m8<{DbUc`D&cpX4-A;Obv@PD{}$BF-JrlN4SF7w?4WXi{3md`QYN^PrbF-|D2=S2 zb$k^B#Z)@{!^K(Yy7QGM6i>|VDQn;@WN~T*^mM$n1tOY55#H=_C=E(lMnzF%CJ0TMs!geQ5DETY*jJ~Eu z&Eddv8wj;J5s|g(g5CD&H&1gZ3(wsSY_1q5{-7(Bt^6d#Z@y;SY0uVF9 zz|BE~j)xWD2lE~1hB(ABYBFSyG8f4LKa>mLX|GNAY2Rpdo5{0$WRty*Cwd5nD9OKT z15fsyK=oUxa905RP;&zuoyzpe1}6KuGXN|dax~@+=jbn!=Jrwy9{(4z$Q9r3+nGy@ zQ()alVx)2x4%@>GEZFj%1t#Z27PCOJPt>DY>?SHChW%EXaChN)E>V8dr;?WnoJ>Nb z@z_Qqq;<<{Oc{`UW7k-vU>wa=F6L{$c`vu~vCh#%qEtP{*Kb=+mm1S=6?!`o!7}ldZYLeqvr5RnQrtSpy zVkt_!X5VTdww7ALOMt;?;GHW7h_Sd4f3FQjHYcl8?GgJ%_9+(h@4`)TW|Mry>bg^1!ukIZ{Kt(O8ql6@_v#tecf>g=#X>Z**?N6ddPqGBNj`5mZVXjD@??f(e zYDMbO{k}bi6D~{98d_3i!xYqJnTEhjCpSoagv-ypl+B`}RxhGILW=+Jy<(jkIS5_J zj6vZO0b-)WJN^~s-QPNHRHYWgEo+%tg$4Vu%fd24SHme0B|-XxOKSs5%_ z(+mAF)-ZcZSFH=+#GchPp}-exhfDyI7ukL_dY@to$Etgz!@?VB6wChy+`&w668%W& zLubS`S_=+hWDN7EBJnnaLLTY}OQks#-m*tiz0nTk9)}?!iHdOkF7vD?euuOw_|I5s zpYaGCE%TUFL^WM_An9qV)un);H=kiFqd-MmyTlICKb@eG;fyaaC|-n`#V`rzvyH%d zweG8M6vL%{2zk*vKgbbW;!UoT=r%S5zo_D@9x4&r0qF8MY(R-A*TSk5G7&3c>|(P`?ls2+loMZ_O^ zR-6MI2hX?B)A_*7HevozW2TOhg%HFIFcsIHzXKvQX4Tyx20RJc3uu$uyIX({LnY&- z=0WBwlpDHK({7SFDD+}|SHSG`OCa{48X|CF%#pJSuHb?mt_W30_x&>_j%N)9=O+{K zNpGW(o1K6Z*H0X>5ebpSic`E;7Z8XulHzba8??f`b|QE#gZL@UG&cagXJ(1Z*AOGp z*W-^uTPfJ$fv=xB$gEvo-3DJis|mjUSavCv0o7-Q)cWNDYIQGb(ew6W?$fsgPMqry z=~lM(6)Lree8q%O>{zTBt*&{{lUDeU4SDQA0#6I#s|3XvhymyeSke)zQpro2uf>2`u*)kV2%No&% zLHJ6>zg+!+pU;}&vIF-#I_PgQ^fjnAcvBj!IGV^k&qDAQ9#!odbXgmySDZ`t;x?&O zJ|+nf7ox6wO-3%QsbgfdV5|B0F2`X>+_b>eatZiTFmKrqF*L1NxFI3l&Xe-B)S2RoNAoEAXhZ7|e(GW+Z z@gHT`aN*HR+jJkD`8yr=ml$P^JWhSXW@?^lp$&hV&4UA_U&4`lT++~Sz+;1Ukwwy^ z=jX-xy{!t^hExy8YIBU#TUs`x(bdP_qhHAvT?gj2Km%xtM1cR`77~5l06sp&(XMr>l`%QpO+u5SgqrxJk1XaC|3FFiU#dP8XDGi znI#aAM}{ayAPNx6G>xUVt`M?8y6JD$Vwh0Vliod!s_CTnhK;8hmJ6)hg&w^u>PmdW z_lR=Im4D4r9-{*-NcwTt8P!qdSx%##Qwl^f4(XMte~+cm%W*2{KLAUEZkQH|czeD7 z0oqszQC19HhN|Wi)K9F;xATP0l9#>^vofB}7IY6L`E!>FzjS$}YzQPwoj-koD zFo|8SpTP~S-ae|xPm?A48R-YLFM-L403Y@5*Oe|> z;uSOj)nSeBk~nJIJgVLqYw&S?90&fxUd zEUhKZ0ax!1C3m}|!+W3Q7cLV?$0qc0#OVn(<(^hxb=d}k2fmQeva}A-l~=(vw{$c= z>2ZFsI={G0z@<2`L6L8)D1HQ0JM>aRXK9K#k|;esfmfv*@Odk)tE6IM^Nw$x(jZCa zBrQr8bT0_G;mqh`Xvo(&)Q}7G@@pEWVE(UaB54v`A$eM^^G;axVS*I6}@F&O?%;&yh?N5ts*)TP<(p}@EH`n zi5eM>WZ319gC8wP&4X>$_{xE{)oy)>cZ%5py|7@%IRbuWnpA!X2mfuhvaZo{K~9$Y zfG#`Q^(Yc{6Vf_Dm~mQH|w&C{P?d;hN!9-Vw)W5Lrr#o|u)_>(W~vz!X8teq|>n1H$> zY)`BgcvN@X0@eQ@1oi;01?>{IywI2UWx`OU2TDatT~S}xy2-(UTTm2i zO3E!G7c&DAUaf(B+OWoBJuVU;%4t`qXnh8&+iWEmCyXfti`{ylvr?dU=Cw4cXf8`W zRH%eke%lj6Zc}K`km;xHfxY*69m}|SnlU=Kh_;;*jOCG~TR23wEx@?jUub`}Xk0sM z_B4>_#G`if#eIH<^k14z+|Rj~a+}TT|5e9RIvkT5bxQf2Pd&1Ug1lu!zT4>ZmG>3X z!g&7q=%LqFO*#EnNKAy~$lwK)(6x#*)@IcG4EYnp6FG!C+x!BFT}sy=Z1}6TKxM)~ z;gcch6r0-ri(>xq|5%Yj&)p&4}kCMW{bWNUT35{y-D^fyDDR~6T%PF(7K3%(uVEQX z^U)1z4U}Ds!Nuso(E5cHw>aK{o?I&_))V`A!$Q0jQ+B8}XN)+>+gtqN(wt-8A~a+& zMF7N_y?`VV$d%gmro|hb4TMrMuP1n08N&}A0dR>P>6d#a&QqT_k;M_acN0Mtu<1%s zlXI%-58IeG-n${*U#Zi#hQ$9SDf*|Th(k)js&Y?uHPB%w3g7&{!j)_ME$m`C+D^rC z9`C6rCSJh*}Fe=7)n@R9hCKF1Np}ht$2ihmNDr0N&|fs*X^esOkz6VKZTY zwCvCrZ+_&cQ%KQ{Lh9L1D6I{JF(UVkP2}Z0$_Ojyq4d#`X%{!$8#`124DIEYe6NS> z8;rC-N>SM`F~n1aH<>ZZBVqprIy}&#get=c3ke0`F?%R?GIAoP`MYq&V1BFRK7xw= zeNb{tn2eLxWPrx?G*%d>@vOjs4pJC6tT_i7r6l=6{I~TOS|KFNX*zIyV-ZW?=KhxT zCqlx2rLAGO%-lf*uQj@9-Z6!Nv=jqKWuL54G1GnSP6vn3*Cw~lpvM|Drjf}=7>=}4 zy&+qg!=^J&Xff9O)EIaNIk3n#WUTj13L4(V;wWr2 zzgD+ao@sTq=m6NZHHKA2=0Pnr7=8t=M#e=5f#J?v)?MiXm z3j(471UT#MVGa_F>PmRrO~fu4)N+>36fcG!K);q!z`W4k{DEFBoL92h4>NrK9@{S| z>|r1cVOBWOvH8budebK^#^oo>=DEKAQxNd-u zcycYW|EYH6HHf{qpO*s!q* fQ;sgcd5g3VtVy_|s*$oXyMNm8{}|(cd`|x{?*EGA`(Ld5kHP;N2Lz<@kN;B#;lBqU1j7M={$tvI z925fgUtRPc*M)-u5&qL%{&7P%2oU~1ZvMyrxe)(Xdiz)K|IJtkKtPNCe5VM3fQAKt zfO_u(NOij_CNfe`hb8S zfq=mN5C3bJ|7sv$4dLkjDTitZhXg_gg827hfPvyjfZ+aPJ^aD`YpF;yBvc4FSqT{k z)l}sOz3lBw30auseg2Q?14P-v@CBq9_yRNnvsTVY2qWF8>a$2yR2y1LBvkku#xqCe zPr}3to0y+m zrrP!k`_K6@ccnds;M6w2%4+tzJHma`@(p5<4;pI$E`V$w6AHvjSZVns&kivU8~9k+ z0I~#daj=Ho=B(l}?3g_;^8-r#ruB3>H$UHTs5S0siStV3--ZHbyVylLzK!?lpYF|W?u<_7 z(Rs@h6--p2=4Kn5cX`Gt{i|)xOCUu}%rx4fIZV13Cer7dlP=FXwbf;!dGKopJmhE{ zC~X+@H%aAnJGP8d6T7GJO-Mp=?j_(*?de_+_7{*qwm?q!9i>ym!)iJN+Jh9AD9kSS zThQX<1JNZmj<>eKIHcyBF1P;M7@{|=L{}$Sc9CQbnDtIW4Nj|++cOa%p9!}PT!Et8 z)}CPNjWqJeN^>dFql5#RHdu<0L}_W4rw|%;e#$F- zp5RYi@StB8M>o71AL;MLI$BqHkw)C+0I0hje3m*wS!6IHegU&(x`;)?r8CRCzlnxx z!8!~iz#ZcXBEbHhmU|=ysPF5q3&6nce{Wg1>!p-VLK!nAjPB@n{RD;hhR4vz@XK7( zY6V__``D?T+;;-VIobr1vMCuzJMN8$J%J+@#+ZpsqakbtQ0hP#l!Ak_dMx94C}Vyf zz0~26<&b<|N`WYk;m%4s%r*<-TNNyKTI$BAd+QehIMP_Hzr!9JX{IoWH!+GhsKqwg zf)q!|N5n@=sZBW*NeO*ChvJVDt02XZS0ZZ9({$#Q%tFY9iajk(H=ddWKd;tcgpm?( zRWRE`??`zIl}<^k|E^0zat2L0wDBgj~JitE$wR@93d7dv>^PN9s?2xd9R5{4!N~pE@%mKyy8hPcdI!{{Q zHFL5tuG)Z~NYpHg3N-~it(6GvZzR9^98$FdW>$FpvJHc68( zWreP;f3}?WsK9}K^;2aatY%~A4z7u!$Od^(nrB~W@f`?fP?Pg3wLy!O4anN8EtaUC zWh)qi&T63wZ@W~J;U&EsF(vj9T_TAl!|>4d&lMp$gwxgvpmR^5{RxV;PzNb7f)cn4p!?6%}5Fq{#ben=#p0zfmL3NukK}5b8Vt*@DzfDTUn=rwquZ@fKGFV&8o{t1vo5aGf$(e!XEA2O?cS5hFi zG~ZGYq{Akwv(lGQXk{Q7>Mt(|-*VwB$1!4-J#&l0RYTq7Nb}0mV`obW;BzL8Q#4GP zJB6@e*JwupwtTy-zg|?~Q>ItHK3Jo);sQzVvGI=yz+J417V+Zl+NK?T3pT2k zR{E5}5&n{v%sb!2QapqSv`jab3gfs!y?EcH0||&ddPgRlwf7Q~GP>=zQX#@aFN*5f zwPNl;pm<_Xgpv4UE8UzCt_eNADk9iT$ANsCNmr|qfsaEp+8OyBcD4jUY3;tnYJXMvg&Y z>YO`=m|nD7Te!ag&-k=5Ws$V1^%G#PcJ60w`6X&{ z5tjF=}Dg8jvUJD%|th=V&lIz&^D z`~`*j=zBAah9k)|A{fXP+W(MNg9m)Db`Vw2tp1(3sk;t2R5`#Pd zK@bd|*3#!otejQBeL=j7Z`6#+9vx(hQE$-O7Ohgp-@e_#(^Ezp0 zR)=MHOf~MXu;4(M+buzi?nB=`6Jq0W<|9v9kvo%Lp_sSFCQlMc>j5k%E#Ax|y_60^ zEp54!kb1Rj9hoKRQFgv;aUq|hzG*(RlT~6cQDmR!fk3@VQnu-6GMZN~q>=p-5Xfd& zO5Q8=*5wGAIQ8^TVw$k1i;bfIZ%0a1aTIuo_Z*mU2y&$$s>m0<-{bJeE{qEAe zlZP3Pwl5mtlm2^fg;df9_jACepG)b3f;s zb|ggHZjCEp@>bwJr2^-BtDN&UG{+0OG|u^q3*rI?X4ugNdBdK@wtYw!aTito+-cP5 z#Mvn7DJ6?4#!Pu;CnDJze`vh#a1Eqyj%cL!(AH(jggwc|2$ko0*ug#QeSOOUI!=V% z0akdHHFa+uN}32Ha?%8nr=@o@SLqimW~;)wX!t-=Y&F^BO-ON;behKs+GyEXDhKey z1bHVW@hvoid^eG2&}~g@o6zZxEvN$5kSQFQ{vbOG-SwmIKodDmVpYh3ouMY}hDQc$ zgJI&RZtDRrC7}UfhY%GEx>A7?wzah98gepIzfqIsHly4rBFycrGeC~o8Dv*b?dIkl z!B^c?7qIM-WV6x*Dk8MQu$Wa{p~&(TPrPyx@EJx;LcM=N5Ght>gRZofAz$}U$rZ(` z|ArLem#4-8An_xPE%=UMOZm)OFNHoFm7(5*;HrdS+GP(#8J6?wj=|mRO75-A5g?t= zXxHo<$!U}flFbJhiuvhZzDD@t1{3>4vcJZvg8)@bg5lEvRPK9H`8$GEg02Q8 zLvrdF-oo&fYvM90+^t${qka-dD3*Z~ut4eQJYI{4Syzj`Cki_ss7I0vUusl>9{z39 zubc{S#b{h zwMpUU6(iuY-97^8E4^KKk_;SD*D^HhGZf&n>{mW zx2S=Ih~f<$=;kiK>Ib4X-rrx^mrQ>AtOt-E{Nc7~Tn|f~8~tigHzry=Vyn$XyK6+E z>}XtIIDPC^li`x=VhBzQz%;OW6(p1r>32|jhSDwxKFg>Vivhsnk&~VN`3Z47u4)+M zFRt?!R`C07W}oIH&>1IKQ~3D^!<6Grzi#B^LML-jIQt*6+3{58>BhLynKK$CeEW;lPw zy1#TVW#xtvL?S4EydyF;-o;Ln1CvKg34n8~^epH^v~HouJf;K|=)m8*CG?IMO&|cm2-eA&YR=H+TA8n$8HmLx4!1WsveKQE{BYbtWz`eAddD?jOD0Z-Z{#3O zhBi8taid!5GcmA%Q7$jVEOVtb14PO$P>6q9tlRs>b+f`jIU}C$f!*)+0aFMgBHhjM z*TOG7q!;LR7*+)p@abB6s$wIw5?7=^)O=q3=hZCEfG>NSDH2=d8g6l_HKA3HbR;W1uA zK(xBwkT=ZMmbSrvN$r%B60W30a5-?Qu4p-*E>xo4rgbg8ZhFITcY?o;DDvk-G<~m< zQQm9}*W-xL!{!DvY~_oVl?bh;hmK)jPey~Q!CDY9BX?VT4{mna`l#yB&5qDhGA;!z zLo^lz_Z^BS`3!$cVyA}1tj9Py!sn~nn*ingS}zaeOmU^Wsaz1eE3W2c5S`Og=XM@! zNWLBKlzS^Gj-iOzD%vJc3n3Kn8&E4%K4+{)jQE<4MTkwuv!uMk>e`gN9@6BR1p|ei zRZ&19AWUj$n@g`8QnmxnVK)a7IhnmK-64WHiys3fUd>KVDBWRI<*S8!zGgxxRmlU}`q z9PzMFHxgoRzNJFkdt9l0ys>5F-9wDMicowyP z=~J{mr%=nbN`a#$*cGCEn>K!kAlSWB00^<9{8O4_F#xBvAkJVe%B z7zJQ)GEtw1O5yN);h8zr6I-PF$C8zCq{UtgqEZytY=RJ;T95fqH!U?eR*ol2Wx$#*308XNzwdOQsr`LIdpC zyeBpVTXa;D-7Z%{5$kj~fA?KH&hihV+aiV!$guv_wJ?;+kw-PuvvgzzFzE97W)O`4 zo!*BcW%DHbASrWm>484R8Rh57xj$*> zf+;`DjJ;gA!Q#Ah2Wx{wMa?l}-~^Gs_YRnnfwa~*_pQ?8iC-J~$5-efn-D=WBwmG$ z&f2lsp!ge$GOam*A$Wkj!yZ3gu4NZMbPD^RI%7)wS?&aq#t?@aOuRvwN0_l>N@3is z<91IYY|df*q;gwpZ2N8XQ%mtIaPAy3sXk#AGm9v$3Vb$75T@BpBNnJhIQ5lgY75 zKA6q=^(N5jFO}?IB=5SUEdJr#2Mud}BRUjGpekpE`GJ6_hmdB4>gBDf>A*--BP$zU z=B5BwlSB;Al0F8yB7lh*_9tBZsK&a?d$0m1q7vEC16m2atupF#lZ$1?(#^wekq^%N z-AYk&q<-vOk$HreV6`48W;5HnBr*xAx}iAVA(o14>-YDK#?U-7xw9opOl4_JjM<)RJxrx&wq%<@^ioQLO{#Z8!7tOK)?*p)3n)F3xK%}8g zMXV+pY;Tmhj8gRwdLe~-1VJe8?%aUK=qsf4XOMt3>f7!P9^PNQ1%yYjHgM9&q)N9L zj?R;RLw^5LqG^5=8CsbX9HA<;(0=gTI6wXAm;KkV#vgaeTre0{ho8B8EEQro+3Qi2 zF!MPQvK9OseT!oZ;;*6&(oC+o8j}1`&^?c}Y;7(s3W(V=fX!6Ffy`<|+*$#@Jxff? zj5irF4|pP3Am@CaN7?hS{*@DX5(^@(q`l9kx^b=!)SkWQ&iNu+d?>J9RW8+=UF_{CeRG*oaq_g5)vyx9WN^8`> zEHzTvF*i>0I{(DbI36Zc*SJhHd`a7O^4;5KUivF6;N&TU@`vZ`$KWOmR=S)doyvuI zgBJsw1Chulcy1bO&i(wPYkGO5NefNrgg^kuRc=VNdq6Ati&M=A-hU)+RoBo-NpG}( zgx+6|?SuQ>y@3oTtfu%fN)x|tYo}0&zZtjs^*r;Q&spQb@e3kcxQA`%E}>scvoOaJ*pw|%Lb zL2;l4p2;Kp0GJs++R8An1)_?1%Yd~9v?{7bqkFdxg#F*WM(v$oC=WZL>V$!kaWY2{2b&%zvSev{CXNwuLv~lK)4P_-{`0D?crxP zx~*8_VxK!xN0t75Mf6Fdh3ZjPleKD!F~c*2rE--h4~$%1dc%I7L55?`ITr{Rf}-IS zUW~!#Sp=XkwNwLKZ~eNL9Ue}>_n3=!pRFb$GF!z_D+A-263oxVs7w{Zx#^_Ay< zVK|Mk?eD*A2}@>j#;!-l z4zzgJAgvzbK1)&lGcpE}V4`O$@Yl@7ce&z(dFtv7>j|NKU@>kXVUOzd=L#$K;82+D%+ z8*v1~ryQcj4xr1>&!Ag8v}^ZEz}31>{1oXx$4JITET$i$h*ze-OLK7~9Y>?cvw^Ii zs?$c!EJ@W^0oT~14nzy;sCx5=QfqIgO!68)U>ol8Jy~QhBz@AcZP@9Jerc%qcZPK_ zGxG4_M{O|1>4%1@ltX;nD7oitAi1GD!kO%WUJb6-0IMd?Rm{yz6K(Qns4I+7sb5;t z-=#Z4*fRT)9-ST{_2X9GRt{LA{EyTnw`zFIkplgBM}m<^gfRTe(E5WzcB*C`=KPaR zc!Gew1&*%l^VtZzp`3`A=%F2j4bcZ~RUVtO$f}rwQG$CL0u)O#cYce&e|Vk)Rga`Ss=20qjD6kr>CGo8mA0YRCW_)U;ZVY+U~&bdABA zojFr621;*nhWxdhPModZ$Cy@f^NCMe0Y|gtddq2ec1a;1^XiM(W^Q$z`7Yv6wDssy z1u1`3Qg00SL#b`i9?!ie$}j%>?%P+=7VQQ33OPIN--coiGS>`};1SPAj46b;ICI~FjQDU@A3**fuAvO zVg@RcYT~g!Bxo~R_l2u5Vd17fFIK^iT`SR~p=PsL0}V(zpw$`{O|MB=UA1i`WQ^8+ zAuaLM!&qz^nxqb{SNUPq>CXHmw-N-LJg%{3x&G=i=j>FXyPaXW(|!2H`g5q0)Ij3o zG-;zal$7DdW|sv-Hv;{NFkxX>7@F}Ww>C`d?e}|`%PKA3S4ai#?J$!fc zHkg^kV@G|$dCkb%dTDKIsPq; zDyoX-_$DJcq_8`BkIpQ7*;glyGB}7Ezn14=L(1NuOUYD8Nd&ZuUp*;K*ssH2hX!Of ztSr?b{XDKW#PZwkZCB>F zA63>|{CvUjU=)T%{ByeLfzh8X3PLvhi5fQEAbFF~U`hm~?uwTFK`D12L1aS>n}O~Li%UzaF( zn-`y+vhPZ1h|d|m8dM+$snkJ!E0J}qpgsVURiJ(0ag zf4_id6!Da_HH9&*n4Pe{72F?WMYjz>5FOo<0h1!g-xr#~YPL{^plvVmt0L7Tyq69) zj{R1r6`6Pkj9)SCzECFZGg-NrSb!8HN&-ilZ)Wq4o+iXO3BFIc@eK(>HXzHniQMOZ z%QT18ktGmjeDKg)V+|H7l4tz&$sHVWw63%_X@vo?3ml-GaN>*3mwAmI&F|u^#8a zX|SSL%83E>Fad?^8j_{0VLrE+(gw}83-lJuIcQ&(woyh#Io2psZACsg#{5M++dRWv`3DVIC*Q= z?ex1>4a+Yr$4SYeh11PmN91 zd`0?Kq7*J(Vtud4UceBQ#E+r|#fxoO6uu$GC%byZ)ol7!^=MCYmmuDY-cO79foAlQ zMuy})A$*m6;>hjf-QcXZbeBgw>ds#?44MHxCp)PRn3cid(P)ad&xjqZclJ_xc^V#*JgG-qr|pW8T` zvXre#8QJU_d=*b5LQE6b*O}gLTLXUuyyK3k; zQHI<+TC=vxZHDKSo`K_5#10yJ1Y&x-wx_qra{K+BbzJ#(ABpB`%#^Xj4(tu(GZygC z&&U3}KY*mJIH;$-AZ0th@ToElh6MwCVVV4+T(nK8$*QH3Y|P!vSbg@@g2o*YcSq~> zjGM)tcm^<0X4~t6PD{sj!Aqptse1h!0vF^9SSKL9 zmO)?X?dA&fiX4JD@gUItf3$kZg2-H`d|w7i2H^ZQ+sw%w=%UNvxSCZ8y*aKO@`z8^ zahxA7fV+n(B3)bw0w3tmB#jOjy2BypOs(JUo;4fmv~{DFBEZyCaDTE`Kp&Ry|5ylu zyz`^5)Q9$1xqH>*FhLg4uJ^aq+t7nIL}Pq^8c5SX8RV%k#@}^wwn}>h{hJI6oLxm2 zULKPF>s-wpQImVkL}!}(HV7SLbW#*A7IN)Fod8JZ;>1*0xj_ItsQ3iWqDp=dD@zrq z%_ZA>!l1vdTZlI6;K>xfvdYvoNK92kJ+cxLgq4b|sHEr*AIb~TZkVUeR$F4C;$hF! zF84ECJ0jo|Q%oq%9PD4d*s7kS_PMENzG4M!!z67`z)i=7Ui>Fmm*2uVVw(-P&u^KP z%zOJ1+6(mU;~vyk7P}h*5`OHLz#!u3*P9M5Rm7DB=RQ^#jAc@m^_j32y?Dl}M|A!O zH;>k=PGmmI9myG4N!(mq}>&hTBlYd~8&dvR<)5m}!GG#x*~S%?WZ&08Pjs&6kP zz2Ci`mLz8R3H%!-Jg`!RREhX^dk-EHVtak<^R_vOyh=`Avrwtrq8e}Wkv3OAzn}XO z)UG=xlI;*7KEREnpNJ$J&#bW{No;H2WPPu9wbHsY3Y?LoAy$_v_RqaWEQM9HOv1N4 z*5elv^7}esa8?cTi&5V%5D2IFZuG{wwR7&nx?w+H^Agad!x_BD!kp98Y3LQ2qL+Ef zy|f0LFjR6So{}a_7;tYXHOk8UmaW_SNtAXDTAo9np{i)f^|Q_Qav)^UY+nk&QWC)c9)Jo8oNX?12v&DUjiAS|{X+9VrI7acU4|^98omY^i zzMIVh$`pjfdluof~gA*q+_PAve%OC3wZ$j2%wHu{mlm*+2gGz4Wyj~qb+NIu4 zG>({S|GMz#6Q89Vu84urz=Ft!eizySeP4>Ec!-k1mH5u4mZW{9Lar@10@@Msl5pD( zvY9D^n=S5P$df7lfR)NCFMOC7Kp1(V6|_m`^!dS@c^x7QQ;1zp%an$TkCw!81Q}?+ zg+FGgLdpAHkx}My&3pK=dxoj(8$fmAd@tblz;)33cyZ6MNR@jYSgcTzO{qc1iCpteQuEA}I$CZPlU{@>gvM^CuxcLasFC?G#AdEk% zh%%1UsW$`ETb%YAklwvT)oAi;@D=7j*{wKtbTbtm;)R_^LH=BurTc5uYEs7I za@sg+F+7`3q&PwIwrv(k7-EYMYb0>s6N~L+Z=-&HXS&iMulPy6c2yzKk!>8S7j7Q; z8vlZg<l2sueWo9P%`bF(HI(K}%SYa!9ApTKL3xn>eC+%uhUceqWVT141wuQ_LrHzuN`!(Qx{?C1KfeMCDp zZInu+>v#8lQ9mJF&Z|J&c+~NRo z3!R(cp|f|e1G6t*oo}ymOdb*s59q4fYFuXJ#ek$5ovsXweLK*4p42ijW;Y}b`(Avy z?lG4-#kVzHa^zYPtsXX22#U6FqRIgE;SQBc6+vCks`R0)rwt^{RDXlM;Q-Q#5E8My z5G0_OKg0Ht?nT8|-yS6_!#$=+W4P8{WK_}AvCykmlam-Opl>BpIQU{G+h3eHOCU=m%v zRF<8mKB8VcexDSP?Fct6S#|nL?oRc$Uuf-enH4)Kh(31Wsu(dZ`CJs`5gMt7OMhd= z;RGM01v^Q~7Fo3E57;x~!cGy3lFi5^jNf(=8=v@!@?etqmNz7Rkd#v2h zfDFelVS_NX>>ROj2(v{NiQuJpGsN?0tUe%mkAZg!5pjJL9@-0LUhi0eSV7AVw#V(B z1kkf(;zCPo2FD6gpMTUJbgcr33}Kckm2|GBOCQ8XkGV26n^?H)+8d?8kX(Uon$JcE zz!0PCTr{yb-Qv%N^zwhl>um0p>ou1ua#U*Z>IEA(MsL3B;AKnKrRxY4`7aEff#wVQpfiNj_{fMs~VX_ zX=WwdqKS0OBgbHDi9M9LHg2Q1$PuMy1W(AGD1AZ>?n^juZD&iPv6?F+(cK(hadL)< zG*_K!FS4R$!hZ{GcC%{03##C5ozG^=i zJ`a(u$YldyQoGOQ)wNBY5X?2sY!c`Y;McBub?mPg$;I1{$T-8FMs`pvBb z$=9!Y;((SgjD>-U2u&7>$ZYnyrIFQ?$gBsaxO;+KtEjKuqGM!C=B)Xqq>+*rp&N0A zU;2>n!;ZhqxQw(B)$vPh;$Ey1HQZj4gVtt|fQ*?D8c3A5>Iau}F=g8RUg8s?0qe?8@8K_}x zLKmAg9~8It56*jfXTDG+j~9&YDB}Kl&l&SOZdP z$k?pc<%EWdILDC(H(TmQ8ZV1Ov;}dpC)s?BI{HYEmIp z{l`nK4kM-H({%#Ys0g%@a)>;~3JRmcro~JA0XYMizKXR`>=+t^P(^2>;cI@aEHTnT zWhxV@Mj@Iyoy#8vS7XU8b4jn`8W%{vn*>pd0@lVT?$f9zn)#=U(M;MlBtPn&+jd0*BHs{8c}=?K|!M$J?4;W*amfn ztLeN7=jR}YSoNrG@yC~}nEac_KHd=2v6#83Fp_^5?fVB?@ns3_)f_%uKdhuEb2|uj zaQEY^A5@o?O&hy6;_w%Lzhl_H7*B04dU2FB>0J4|A)NlYdeeg`q(pV5NW1@0ps__Z zxdJnt>>eX=J2zYEfe68+%a5*iXBn3f(Mw{pujINLEdMP7o`_U{5{9&s4(Jmw+swME z!9B<3x8ojvs_ivjVYXlq4brShNLIlM;WJ2*|EkDVXu72;`GQCrL&T8W*UDq`qo4LP z-Wm~lH>yy010WjT>M;D90c?fMie z>1=g=+_goAr8Rk54M+QhK~7Jzg#_qMtkq+~|G9w_w*ifE7fX`r||5M3RuUY;m>q}0Vw5_ z_~8tpiHGXWyNrna((7Yw=tX$tQD4sB?@CedwEz&0RK$mrW;UeLuLocUM93u@2LheQ zNk5~U1F#^{cDTRsXXlU{lfNUuw4f@4 z)warli%FOG8P+Cq&3U2na=NjDW#FpdSO2nY8Zx~H9%sq{KVU{{h_TyoV)>+slt1v% z*7P{+hH!s>z@?;4b@a2@cS7VW8GdblJEwc*2T`(WAYk1s@%*#Nf6z6=4c zrBQSy@#aI_p2EbbgR=K=AkO`krj6GOa!%^ayd8@Y^ee-swpdJ+h$6Lv|CX%9H4d2l z1}6LtSXHcoO_H61-4*z^0p*x817jWlesl+?m6TZ@;{DOF%oAbll~!n-ZKu!}mb@2<#g?r#L(i+V{Woy{Eou9&m75@j zFwN`U`Amby{vKz+zQ?~%nGCLzlq6F>XNAn=dEw7Gs9l##Z2Gw#4=j8br_lo~L2geO zW7v+GPb%P7mj%7lQdGATkXUcgr?5-Vis{CxEAdL~<}nEHhg&kRRwjR+Da$ISR)T%7 z*7DI+FS8d02?01cyDg#nle;$G(EA3At||{QL>1;m;t{w>MuGcGCwxiL3hPSF#m}Br zgiIHa0o@X1l>2DZP2y5AwyvLhqv{B~wr|5OOEF;})@d%JwfbDSs|6A18gM6)H$r8u z+nxwCP)lVa1hiEz0f0lA4d?c^$~dtD1bD27f)ut+bIq74h_%%;o~Tw0f%Dm@5rK|w z_!MJk`l%M*jX)I%MEP)H0oH`h^1sv1{FMokx3dIf>1AaVk{b7KRY4I1 zn!AX-^NKnD77#(90dQ^WjB&>oFnT_BE!Eo%kML+|rc!lj#rso6??5%bAdY2geJ>!D)f8RFakO~H8g<%q?AHB@gTuSX@hSIwVXd}>CTt9LzQv(6!T zt#V0`!`Y~rK%O47L3)jx%2<7`O4 zbtn(=KfirnUF0Q}Ee^*wrjcYG^Imfk5g(b3uhrK0~Al0oid_HNZx{f;8 z5EydRRXpJNGU~fjCWk)UGnQM9wj~EShKA31oPL`5CfE+ysZ{52hPlU;{1$klTgkuH zVv~p>p9h-39z&(;b<^NI4{V9_T^wer*nwi`po#O*H6tnpzH(0?bCuy)8fi~I*YgC6 zSfJvzF9ni;$tX0uEtpQPiIa3?8T(6Mnqyxx8nkP*BpJ|m-tGG*D;pwW5$_B{hRU)_ zopPztHy$Ab=A`c9_>j`IMXfuh`yE%Vr(5oh&M^{rf$^(#QAhFyQ`MDQx(HYr5CYp5 zv6MyO)qlMW&V-~=6}F2Kmg$O%z!|gGwWHm`1YIuxRwA0Wt(cD^6tJA#7q};^y(c4F z@%d^7tQO%;ss_%>(3PkS`93cJ`=U_<{x&=(|JSg`H?8x<-u{?rlE5p9Mil4II_)KT zTA%=`oo#lf4aoq19kV-VR*0GZ66TXqh-Fn#(Ch@|gi;Jfc|BDltI z($FsE2FE<{%*)xUN{<%LoGxD{8hc%tj?Yu?OpIPauQst2qm>Z-zX7WRT=i0IKlVi- zFsGVk8AfOS7+a4QdmfWWr}9MQ<#@9so*srO88ZMy;ew=Q+sld*D`2Tey0?Ew z4x$YCqwaY86u7V?&c?dH$bn5bn_iH6pO838`BL7J)e!PyIzyiIj=oMAxl+#6pvBf} z>vQa4%<=^MS!AUr+R)1S>lZUEEm)P-)};oEDxK?nT25ZV=sZX__F*zZ7i#OBXD>+L63f7zgvh@$c+oJ-^=4S<9a2zp83*aFlrP~J+`*U{ zRj^8-{z@C=ud1vgZLmpHk*MzkHS0A2HSH$ra1p=sJ5t3}*Lb7Szqq09uYsf$H0^8= z+ZVm(cyDRMn{X0D{~CKjQlM2xO@>){iMmSOWnNav-t;d_liqFout(^=r#A(Vefc8I zWuc)#Sj1+0s;9qr39#Kd3E@z`Wl4^lpu|3qa-mSQm8aB|%@G zMjNL&xkJe{|1H(sfv3=UhW*u^v8VtLZ>2ps&rX3A`Em8*5?)aURh~nmekL$?Y%GN~ zHBt5Ud4g7(54@$qh!lXSzF zOyuJq(7pll{4p_~)C$LHr1>J`DhMmUeg}Ihg;$&sK_I_H{8e7>PZVpUR_hz=DC)~s zS?()q%O8Lm_IpGlK^$ylWgLq!KDNJc-dnp$Ntgl-%6)`rl z3-?~nDu;|=cLQ#_MuG5O_P5B% zIz02vw$ER7=C`d(ZPXLDha#@}|2`S{rd=r%rh(P@iq$WzOu(_L;om}&1y4#i9vbnR za@|IE%M%y5X1TZmI)=*9XxWat`qKCX;|Fa}^Z=1CLRMV-9V~&_csYhrFarVaoM9>1 z1hfhN$GqWgEe-q?ADs9Ckh2NC!ACwDPlVrI%(M9Yxkv&|OV>dT9+6#iWxp<9xuSqA ze;@W&s0!tDP#IK}RPOE`rWPCe5uK5PWK1Ua$*TP?Gd0m%f1{3^l*&D>`#3tG=)_DT zE#g-HSR_*x5q3y%gWVG=gaGVour5q&erUo?WE3`3jT@OiWB6ka6H@M<(P5mOe+TYX zz^-?2JFC8O2$ydhLTKE^YQANk*enel9; zgfw_%k6@S0pDv+N-XF4i|NZyWkc(X*sof=^wADw#fYBv>E5Wtx1_^kiPwc zi(H=wzU!YR<}^P*Km{k>jQIdY892FQ(beOjx*w(3Uu^IkUdyfgclnMMGByVGygLx4 z>XVu=NRN3Pe+}{d=^#?tuG{X}i`b-)anyEPb{=-0d7X_3?UTT@wJ1*Mad`>@AH75R z+X?N1%SQJo(?Hqg#2FI3*J2h;BHR>-&Sy4LwPhT8uGfq^oA-}p)Gsfl^+K_u{)J!D z!V#g(e;68@(EzS5W&{M}Rm<&hCDaLT-b^8&V!3UwH+?U&fXhG^aL+pX#h8*eFR~HW z2~AkLe4SaeuY}|s-7HhzXnXH<8h7f_Lh;FmvF{U9u2KYERDV0!7#-#3-H&_5b{Pp> zhg;^UWoWV8Y)hqjovR2rDjdH3UJ-$_AssmW<;RJYM`DBcA~QQKqx;77=Igy~tBvpM zl@xBC9=ynAk579{jvSgKBBg?u9q%xlg~?U#2tg0`lxu{6(o6v?gZTh^;kD<0lK1Uj zqoA+;UkoFR=yqI5wL`Tuk9y&CzT`DlH%U)_w>XV&+(iZ<%pF+DNzH~&Pe z9uB>O2Y?2jL&Kx|;d$`WD!Dgo5~um)i~87C*yO8K6;bLeXcUW-|2={n7>d~HsaJUc zf89P5L$4b667zL7%$bJ7I=UfPH!t$g`Qw<@^*18K*OG>~p*hSk#sv(AaG1S=GvX{k zJGA1#{L%`W$p@Phmyr~W=fgIk1w~fDuv`}E+S9H|m3k(hbIn!Qgx*|xmQdF#oCc;z zaIti=S#Tjhpi2Zs!z88i}d1RA45#X6ey7i?V(Jhk_#nRD= zRJiXg&@@clsw0tz^*#z#ku1^3WW75J%DclcvZoc57uub^t(!UbXsVJZP=;T=WBNrK z!4Dk@P!AywDIA*4{}%u;K+eAtrCy3h|C4HSxBiW_N__U<4$3UbwGoelF=rcN9Bt>< zZeNzjoEr*(@~w{N0H`|_z%<>epnazowlwd38`pn2}ygcX^%m4CVkEVsGX9tn+c*>p4^MU$bimG1Hss3Q*K+u9fv zK87hc7Se>fZYRq4g^$c#4{!~{nE^4JKf1HgP-C48ZeLR|=@X?B2_}y-fs%JMXa1>* z4}hrU;eqZ#NE9Q{OTl{dyEak$25lFFAP?qCW%yFfVm4k8i`$?1&v;M2Qse#|W%K#! zKfK4xH!$8fdkErZ=Tss|@{oy9_V!Yo8`Ci2oYxyuVJj`C(pNI?r}RWcb2Q8+Qu~Ue zZK*?R6ld$`d(E;G7`Dao7j&HxoGObHrU+48Q_)wC>`}C{%CoL${Pva9Rw~g?H%sJz z;=|zd$nY=sB}etO@I?gU@^K_8mRGVfp&m|_(Cs*<9x;-5Y$vXe!Kf#U3+QRzPQu`{ z#)Jf{56krbsVxb@E_s~L4=vRt=0`$@L?L3t-7!W=Z%K}}4yr{D(BQp-la>pFwqCm4Rc;1NKDA+R5km1I2g&*9BVu&RRn>A~JefpY|z!+{z#!?o5SyN?7;8AaZ@ zZ1zR;6pmTzcP+@OkLxZj8{$SAL4JXXQrU8_K^AA}&eKWwiXO!yyq)3~E6axX(h-AS z%W0VRl*H&+L@tl!Hr<>Du@Ofac$!qi3_;g>kLuY=!m%NMOD0T^v{ePaYC7G6u~ST= zzL_U(pAp8Gec6DS6$zO6?VG=E))AsIp!Z{Mmp`Z<%IAG1JsfBMW$ zeSxb_N`S}{ZMzAsz1=P&iBEb7Zy;h4c@86=9LwwAf;>wRpvH&|X*3A4kWQl+OKd7a zCl=tGq`zVN9X=7fjw08i9d8^23i5ctPmcCOx%pAP4->37XR~W$y#SAzes;!JCJCY5 z6|&8H1`q?03YbrT%mTXf^CPsl>%Iz{uxw|cgfp5AvauOVDk(^MEM}8*_FC0&F|*eu zFHQFpTmed+StuoOxRT#RYfY@5f7#_n)^adAa+znZ!OUWBc1eXvmzyMH(xnMS+C5+I zMHlP%4B0KVgI|MD%b~AWbHmHsMRfcWH_wPc&#m#K>2EMDG=v{hJv3X^e&3cSz*|JU z@^R-b4~^$zzd#z*6F^54Caf#TG8u|3TKYRsLC|J|1c-ZHTcKBCkuj0NNkLj}^jAM1 z=BQ?U=3_omncE79BKe;hQbsco!U_h>)`D!y=h;nbj!JdBeD}ba-teuoy zjZYK1zcw{vnjYIdY(m)Dv~4~o?cnMm@gVZC^@POlt3n7Rq#(}oXEC;qg$4BAd8BHui&uD>f_>SK0vpMB0@RrP z>Quse-=a07N_G8;*BxA#&$7P2qXcZel^++@w8~<(cpMZ9^_0S;O|$Gy@$Kz3ppDM> z^Yc$ytT<#*rknlb@Gu8NX@T1uEOq+FkfDr7rL36tR1RfL*-Q^(_p;6dFr0JQDLwOs znp4>lR=&4N3&e8zc&>{x@I&`V*z@Nel;+tTRitOWM-^jhW`GqZX|FUuh*uNU^0g!&*9%cRY9@&de`m`H)T z3WGBHdgxSqLK9JP6LTsvGkw!yT z;VtoVEln|v1(VxZik3Cm6K*7frJps=Vvq%Q*2}@}G#Xf^Hax2`KCOVjvAp{D6rMQz zp&1n3u8$C zB>1jwHUb`7jUe0#)+!qh9F?HQM*!*LmpNS>7qu0^M#gL5Mrs9aLKWd)Ik+G5rJg+c zgN}n*0uv@Ne)~_D#wzkNsnro%sv9^ISR%_I>1xrsSu^udg+mVtL5Qj(S^P+};6T0s=W&Np z4ZkgWcOTIGncKW%j8Yz-CbxfIXChc{SgS_c~WLMyZ0Owna_d0d+N1<8_I4$e3=@avo5w zGvqO&6vunbbNC|^i6T3F`HR0Mow@Pp3ID5k!IJ5j%lxuGo*`?I`5vf8v2I4_SQCb8 z5V0=UJ_LpA>@&{IeR4ukb?;Q*!S@B+UugoRo^hdCWgwx}N3oZ8_Q_+2ab734P`)h+ zBQc`u=nx)ekdD5ls``(09K&>i$W~ zWBoss=$>sN6PO83ML)@SAQ|O}Xbw*+HT=GmGSG79dy3Mt*7S?tLH${)%o8~SR#HzmuVOSs?nE)wDPjO#wDGjh@MShS#4V!b!Bx>8_ zd81cFJ#drA91}t=m8cI%-{nx1?7X?jb|rs)^Q+%3Bl{I(*W6m1zIvuSDjwaHZvS1B z>8-L`vuz^Y{WR5liG)P>1+jHG^WR%tPXnu|Lo~vFG2baB)$njnopFTDhc(<>v2-WI zQ(B(u*PEil)9v!%qxDz8$HnnEoDdM@lOM2%w2beC=JY1J0v!tClxb4G`O6FvpYBQ( z30H$b&qj4JTP*aM+mPq7bw{c}x(IPKOu^ys&yDfxwg#&ruvtT>=xbT91t-jsXmj}%S&z*jv^~FK^b@hiTx;W@)_X4>*-gfrOkRVf?);>iDr z(Xao8bFn2eV&*_dPgsw@6sN$3hxF;qqV1)<(>MaBjd@_s1sgGA_Qs!Z?uI5HuYwR> zLjv_1dhl-3MwC8pd3+`evA<6j2U*6Nv?4=pZ)(83g1zj6!@1qL{XGwEi@K}6cO_K4qYl$iVx(FF1{@jw) zZd5^XS;YodjHIJR01L!8Gh!o#W)SV(VKY-Blu%sRv^-ouYoZZ^RRX^qOEXMWGW^=8 zVUM;D*sWyxOTZ*}BRv-f-aiq|$_ib7ZM;{A=!x%DQihcK9IQ8-Gv2yv1p-La3Sn=G z{t@SBnSQERI>Cgs+XyR1F-62-z_~p=$7$yDWMDqfT3&3k+k)_6B;$W493=c-Gs-SO zDU%keJsc-2;hy&|SBrx%ZGty7h58E15e)x-6GeUj8dbu4dY$yA| zv5Rrf7ma{DY3-9)NdHuUdhv9hzfNErPfv3B{|-y<+?5(*%nnyl-WK|?HLWEeaBGPR zWB&Pcm%-yXTQpFcYUP#&fJo$!?ePpQ7CgQu+0AL}kcPz|GEp!Vz^tHX({bBi@ z2bkL9J;EqM-r_C=O)&Fx>Crtu4%@r#R_r{4Sx)@zz}u0VeHVY< z=5bnP{P7MY&WFDcS;~Zf4}0K#lsS4k#4Hp;3t(z=)Dh z-&4P|P?M@0Pgng0@i}hNx1L?28iICZ-;1VTfs<}}q2&B4z>MmrNgypAdzKz@!n=2? z%{>n$Aj%U(`vWl=U6$gR*!$Oc8a*G|WH#n0@ zkoZe>!3s3WAQ5R%9w&?4D9(e%p2&SBGMAk5`&H3XslYHanlKPd3tlh z)wz9-c6xN!kQ2{0qIZE}lg3Z~(0j(!)@J94dNQ)!ErP0)cav=QRV3VEue+kc?&|L?7@^0DZVs;*3nfW5t@vx*!hA*EjalXIWLS zI8%&tus_)8YnOmmwe1lZ!JsJLF_kY|cD_4lDb1z)Z?iExfIaOsm9wP1?4b>XF$r9*Ns6Rnek`hFbqV$xU`Cp4 zK3k%0;9!{)j$o(4IgKv?TKgTAS^kGTpc_k(CWC!el!A8+K{eDRnbKCmFfmm z<>S;K`(uaTeqeRWhvML!Y>=8pjObTd**|QU5y_{s??BzSv$d?3Oxf^N1}ZnTz92HZ zh+X(X7CdO$!-h-S#`#FUu>p7b_}C0Pkz$9N?=~-9dx4r9M9#7iT`M+Zg(no1JxHA* zRK=&FS3v19XfI?D1b85;$)p7(1hKmsS(#iX_3}f8un~W`w~D*x84pR02NMJ0d9TcB zk5eBi8FIp+^bnjR@7sz0dfIThJeG)U2tajD*?0Ugz^|F6taQ7<`8CuaQWJyTyhH(g zV9Ytlf_lRbOI1S?h9roR>a%IBDG}7oI~OMFT-7uAL!E7B-;U~7^CArD-Jd1u+i>2I z;~MtjVZ6WxeWtw&>vo-xB)z;BGC(j)`FL(SD??4_>{cLLtxs>P5CHKsa-37L%Qcaj zOQ@=9pOVK6tlM8skUz#Ji!AP%QkRynG3hZ@u}M6&S)!o!?w!!thtR#k6C{lviHFj^ zvaA~~sZIU5nHO&KAVvJ|7$RV89MnmGXYVps(GmPB$w+h>ISgSb8kG%u)j7Dsqhw=u z#LLAKo}EpH7$NKfc3s{oc0nEyd-RcKh09N)0DLvNt{b5Yd{w%4FPNVP&^zI}r=v8c zEh9-{*@)z|pi7mPL{Zu7_$A3bkH|ld9DY!iZ1n%yV+zRjp7GEJ(~7ebrG9w_lKeS~ z0;yh4>1{cb9h4_IS*Z8qX{UlkDP1e6Fe109bV6Kbvz+>F2pflsxlvDJPIn9TJPz*B z>uBZpbS}-|BGII)w-f^d`IokI<~=trj+ag4!pFM=nAj6y?Qo4cGDX%w@Z}Yowrtm? z{wwuPESHMR9^gY#5kMWpCYhh{;<67o90pmbOWNlC-6g1B65axSp32jAN#<}4yoX!J zIGg64E5@$aYUzIvRbt7sI*KZ@_AdXPR<@|mE~@^rX1eupMGxm$PK}lU!M?`KVz3;Z zyGsiAqP}I2N^8Hzm2OfY|JUQbvNA^91@p#8!!w;Ho|S1D{meZ$Z=-?Ag|s{Ap!uiv zG8yJV^N$m-hvm8<#_|o1tcGftW@FuT;j?NOX`gFmt)kw|0#y8~XqI8{}oo(wuM8HWgCm zp7w(D1+&%xsFqlxC(K0=I9sqkRlEX)_G~N}TM-6QD-%pJbc1IpxZ;kbw7+K#-i-at zVdhy5rrgNMGME~rM^^qYYbzk~i^kjh26GraaF>!_I*hPY?AXnrH9)QJdEbaMM+uzb zDs^(feL+*E?uG>XuK_!Vnpj_ilSWl9iHr{r7q(`+5^z#$z|b0+Z2OT>w@=*O;u+{< zU=_J(#p`go_J5*Jg}9m9%)b2zL5xNSq#b>W^GgN5EM?L z^4msd`6?REGE{s0&H>`|T&_%Xm>LPc^6u-+vk3TY_}dt&1VS|i$@6ERDwc>LbQSk* z)X<%#Gv3;^)-Wv}W{)DFV8h2ak45d0y}eb}u>IsN`&3#e ze>M&Cd)*X(thC2t>y=bRS(dF<3pYO?)FBDq^Hq=<;O!gDSMFZ<$aADu*ST5`w zbE%*IO9c*UcWroyDIVv5ohzKN(4eO5mnJdc=?5AT&-Df{0wa{DTt9C7!9Z;|5uqhqTPenTE{g-lDiMhgIh9wP$>m#O0ViRyR%W|+* zy^-?El!J;9GZ0?-CqjwrJOg@D?esN%WBW#Jp{Gtn9El({TGuhvFHnS2X=20)9n7_tG$cPiW^4-t9*T8DM<%PXY38wGXjNu zVhuqs0GUrtm2RT1S2I$Wo_)IE3h$8EY2S6n?PTwFKsnf!@<%u4ovA(VE+||_S>tJ4 zh-jAkkKP6e(Jz3!Z@_vUPdw(7eiwB#ZPRxS82E2KTw!)xlH~QJgwY(5tQH{lMNzmh z6r{7@Yy_^lM4l#+FV&7#JYfsbS=AkHl+_;}aUC6QuddD{D71`*t@H{`xXwDZlbzJJwmW zNj&9feeeB_6wya3MOl7hC3BelU zpw_a>-dO11nH%!?-gH0XLmCCO@}qpGS#UwtZjEJ9!ki1zQlU-k2yS@`5~}KT9NJS;+2@#93n5mSbXF zjH(b^f}x3fhz=^-4)liLp|o1ClhjSu97SD@pee@a@eqM0*r>zohAxnfCqjNPdu^MK zDb%(~cAq_pxc~G)k*Ml!3w3@n@+9H0xpO2TCN~AVx^l^dan3=ba9|`~lj&qwmbB2d zg@b?S#n#Tq-dXJkTLnrYE44)mb)VLV!C)WHAbq&~kSedAjZu>vdig5qnnI_#RRDUA zv2yM3zqvDgZ12jW`x-s5#>^wsW?`s{u_8iZ1%tj_i_7Wy8TjU?`~~vaa*w7#?gQf5 zyLQ3|Tq@1YHr8R%{Y+3tX)+^Qr?TfyF|qNLik7rN+Fq`&t#n5!*!vT>R~eD(_Bfjp z_r}3g6zfB|WKtUGNX8QW4LWWAt~r;y`s-g$0E`nTJQ&Z`A}0(ne-Q2u)eWh|l>+D77#B z09b+d05?`{ibLb33D4Sfg!8~C<$iR8AV3ENd&?fkFE+DkQQDn3q=XlYMQWdP-r2Jc zMEOHsBwQx_vNWrS%Ev3m0r|=iK+*iIE8)%(ywJmmT1~K3>!#y`@XW@^wJ!fmBya?Q zVv|cL*gjqQPiHc+Uxc9ReDodQM*iA5t(6WU7!SpwfWnx=Lm6Z+-k}>aoE@`EF3twk zNnfz53R}6N3ufVl@_ZnJp?V1okIYemb|Q3+NLKeC%A!28+zKEz1#xRr3crjV?^Nj0 zM{v}avAWyPs!zs|huGx)f{6`x8x6M1hz1mwmvyR?>0O~ET$GS(qsB8yLa7ex=VjSb zYqm>-d%E3VTNTbXdSFZNpgaS`-U~q5bjwVRM0tb^tQLDlm&+kR_kirl;oH&8-F>V2 z61|LFTotTcM$dV*Y)p-c`R=;>S&idhLOy=~;92GE)W(sKUdq0#O2a)IF%XKB%vR%1 z=E^mpYFS&&yVZXGvt=epB=ij6rAf$E5O=2iQ7BCr^lzXnz%+wd9b$_`v%*+I`5WZh zEk39_cC?n)j+7c5_X_05*$F!iE;1Ar9u5Jt-|#ywTK z7Km|3zjCf6gJT$_Bx*IuWL>ONnxs_9h)8SLO*J|6reATrZI|Gswt?vAaG;X~^# z)BM~75R$?uAQw&&_unO?O*z#0ZMA*6RFcrxEGy&AE zLr}}_prh2cJH013KS%`^FIop!WIIMl{r8DC^G3Upam0Vm|6Y#&yFZ0`Zh-I^zvY_; z%1TmyTxQ#@OtXulmjk~HIgM8LO+=)(xFUm{03@VVQ2x+$%mcR_)jyGi25};GHQ0joe@f(>FfiCMj}B~ z>gh6Xym#9DCHlR^f6j-ov5No*_5K|#IS(8fOx0y4oeO9kkPNC@nEej2E=6UcRJJ0) z-vNGrx>KTao%TLV>q+IA?}srPpZF|Ukf7D9mjL-PdxQ6F;A=L|cyLgN;utFq|85sU z79nFOxA_qj#WkAt3U?lVO;liREa`?}qIuvyNB!!`^uwI}^`Kt>ams9`J_z3dyNe}U zH>^Zpi0jG35Myc8ih#F=;S9%%6P#!ln_g7w_B+@~V z6sk6m!QUmPETi4_f8uC=?oPy>Yuwjt30Y+#9bJWkLtDM$33Sif2FS#1tOHd}f{>0K zT;&x-4`mb-v*ro@+v=blTfd8EMj|r%^V$?t7@gwk%{l^qZv$Vvn=Xma1m~8CX=q8! zkeda+n8LoL?WBp)R2zzEXw$iM`G$usT>|M-Whdb#`C=8j)ZWb9Y86JM?+i|57s<0| zI-?g_X#hxw6Ga_DMXJ=%ca^dKn#jkTb=Ja=32&lo7!+r?3UDyAa_}q*?czR-m-6gX z(vos~<}X<$tiP?#oXF$}9q6BBUEC_yNFscjb8tsBL8AR|M`g^_Z@I# zqFJ_CvjB*$DcnPb7I)1p)iii5-kCMf3p$HcW#uMJyitir<1{WdTXUPQlpv<*BrI=(3~1WzYt-;eB~-S# zW??WA`NSjPP5V*?OjdH?y`|1Qa5n@-W>DysJE}3W^0}Ofia&n`VgB9w{JELj7-#Ap%N7mAyzcJ*xdxsqe4wQ)(;! z>%#e#hs!_)uyeV<18;f#4>#m@-Nk*6^K`JNBOoU4FotfKdviyi<$mHC%a!sYCjB?} zz@$o_2SDBV22OP|o(<|%?`ycpXA-zv>_=CqwXHx^PKwYb*4i&t%pum=Vo*c8Y;bhJ zX;);Ej!s&V5z2woco}!d66zmW_Y-l(7EeuZT9cXa(K|o#;ZNgqL_E>V*X16ho-}P0 zGNtRpO7F|S=)%Yq!T@uT(F+ImKGGuQx543M6bkr6gP?!OmsDUzJE(*v7K6~t41V;Z z*mU_{fmK?j)pn??bS8l$F7)&B7OEF5y&M14QmN|ENE(qM6i4sja6mI4VYoXOY5izV znl!&po2gVMb9YribUr3VX&OY-C0xWLV*~J6>`#r`);+3v8$KfB*FD5Y=Y&?ZT<&s- z!&W0s@b;+1yyyl2vxuyhYW-liEzH#&15B-~+$mW8&aorxDDl}v1npJko@jsFPh%5w zOdU9D{X(+IE~JDsoViljS|95g{~SRqZwo&vPc43IhE=&Do}TP9$%zd^;S5MQX2Xv? z7=HG|CWgl^y3g%i|24wrZvx)g(HJ``9(8zXf*hS zM;dRSUoDF*CPdZr8iwVo@;8(Aa_6t)ht<^;=bjeQ%0U{XA8_EV)P;Bq4fcD1Ns zuBy|tE zbmAAhS}@ij*EH%^saT);tSTt+reQNiYK@aBb^LwD-U$D3fSg+HN3hXWZ&w@!n-i@! zCDgh5O8XBg64A9Q=SfKr9?!6DD^rsklwP0p${XhRi^_ouwr-1a`L6*hXr{}a>(bzu zH)UTQL^(3f{-hVj?cMXe=|SV3iz~(2Dp+W~*(masnr!aOX=@S^egkaH3W%|kSgvsj zbRRt$zuRp}ooVDrru7@PV#K6k+3sMe(AhN|d|l8>%DO>BDV{Pt)-!WC71^|&k8!y~ z5?oa;)DJ0DXJ7)g=34z{eNbPR-KT>mti- z#v>+X<3B~7pp>vEH2X8I5D2_7@oql}1@4cv0w$hJHh!bz!9h}sozO)M;X)KEZMVofL znTQGAr<`v=o72+OB-`0MNDf_K`L$QmEW8{M2kG6{Y|>|ieO71C{{{hpwcql+M?g_sKpf6H0ooGOXn2Hm9~u1y zBKu?@RBV7bW=&7HZ3SxMp15!Pn*|h7|GMTA+(@LxSlXH;T4TMqp74#PiRR=;jJBfJ#$+iRr zdy0G$<@u@eE^yms1hf{q5npBoWiD!gTX+e4hA{H}jf^>si5Sg`IDDU%%!bc-NN^Z$fK$>@2j1rX1`0E4TZ>$%is-E%8#AD9ujcpP2nXo+!N9;U zS^2!K&B#mE?E(>i=3eyFBC3UpL!hq+l;9#2;f(!L))sp3)7Q+gCKpuo^*ENgEMVxq zal)%PD7Q^9aW14LwkdQZ1jJLbr)MH-L;O2foV@tDzx_C&U?wo-jzGT|`p)e?$Ln2N zW7tiJNJI{Ol_OvG9|p~6%dJLo!q;f*JjCfkr?eYYpT%rCT84LM%K)V4^M972$y`1@ zH7GSIwgYkPzjg{A^?r`128HHX9T6?}3<#597Ziu@k$`H89vdCj>0shiO3#}h< z1$AG`(uF2}`3KBL?KaY>)c0URw;fQJL%)WQSc{e8MlAtDI$0KcqW?(#3#%F511D-* z7?VA?GCz{A@ihz2cZo-%eq<&^eQ8VUj}-#C%&eN0<=e|0u?ApsgS5Na2E2&)Pc0QaoEOqygU)cMuaK3U(8Y;80oD#in|t%WX9-tBSpD{RP7BxUW)MbR7M5yk3C& zu8F)U7EB=VGEpp$X|cH1m#MDj-^uD4 z|HJ4SiHtM%5syGdQT}fk>UJXxzxGXE+EN@P9HWDaez!2cRDc>)@%gOHHS*+y?cNQg z{S@9TD`sn5n`3t@wJIIj{7X=d_s8+9amFeGA+Y%LqONE)HHQPcHM*vZiG^86MC@_k zFcNTT4$AgrCKpag{{^0#e2grDQ`vR{Mr9gpYn84oLNTfH=vzMnhR=kE90?6?Kf**0 z1MZX4g4SY0KxYdUc&%YaaH&_>Hr3m7$=`<$*`R!frmMxio9jVVVz5AGY)|mi<<(gx zt8s$u#fue1QsN8zOGxy~A%LyMkL>m>n-5kEijCX{<~L0Kae*W<)Sh49>OBgY|V5Rb-X6Mq{>mR@0}a= zP{#eOzoOx1Qn9{SzHC&9FNU12_|?NA6lI9&LZLo37@I0h>A~)1I#w3eoR-FyPr-@)X-dkt6 z+M{CFf5_?f_37T+BvYzBCNtVXY~;k)@}dSw7L2=4+&se~sUb$IV7_pudO4 zZSjK=gxC}yuY{`4dna`ks|Q_(Qt$wKm9dQupy#z2u8y2FM=`E-TgI6qI3Ks=dbmFr zBP+>(XDIZm;g!Lf+l}9td>dO21Mb#^EL&jc<$*nn)gT%@tN*G;=#jvci5cfH5JQoX-=FhD?d9 zjcx^LqL443`S`cQL>15mqRx0ZLHvftz}y%?bCtfaoCN`sSoq>Vfpt1L&j_m_YujR& z7N;3IU{TLG?WGWY#Or^}UYo_ul2K0{f`7 z*?MbmtdT_YW?c+eaROl|R&TLILG3%$@ust4FUN+hPd)Ur;i5WZ}YbnQ>zYO*y zs%%@F^Y~v>G{;*!EOl-5=V{L6vUNgqR#LOc-g$V^*la%ip{b`+ z&WjS#9y{uY6awC87UaH`Qnhd>pkEij@$j`RQ}_^E_yt+%-7FHD1;PpdK(a>%NJ#F& zsv9PZl9Y}{m`ydMEY%I&``YctFbj|7Q#U&dm4h2v{+xCcx)9wHVQhXbg)qfA-_rw) zIF&ytSud|T`KBXknlYU`Tu%|0Vlx%)k~lVh+rXoZ0-|eunVN@0$huP_KAQqOb3nK{ zt!p4r67OD%n%`=v*{XlDmS$h|DGL?tvNotuJs)OEa}CTd?44%K1TC-sm%jE|*E9WF z(etZ7Me4Z1`-%MZ@;*qA%k_FK%>H@tz%dV7Y|MCz#cgJK+XU;)*!u`j-f(FT54*L7 z^Z3RxI>X&h%pVyKI-Uqara!DUZW-5!_>8yCij7x!=eAm>{riS{nK34CtBiLlvxjbY z+1;l0n1CMr$kdW84~BCJ=)x>B7t?VvOyQu5H@IzNu`2~QpO_&Ws`2IDD~Z^rl-?1A z8XXLy*7s_<)Xv|pCa`7ULxI6%Z<4m7Tw&x*6M2*BsIuO)%SSbK(DoV?>$NP@nK6=` z4XJXW&4pBr<6^xot-s&p3UETlp14~0)bNSzYhs8{f>C=qdpjB^v3Vw{^OA1PQixahyG=YYGhZoe` zS#X*vFbQkD(AtUE!(AWcI5(tb+fSuVmFqWuEau0*YuU+1RL|Q3h%L)fTbWqrL^Y0T zDxQqt(kLsbT>+S8{OS}jCw9917L<$6Xd-@}ip}yYnx6^YUkdzc`g+#H*P_8BNDfDu zkyFvkaWSzX+1<>8*jtQ_2=ViF%(~_-Ni=Lu`4Ln@`Ruth+-awx)j>i6A*>6o)?wKs z-wFVhkTZh~trfl3{s`|cdw9($6mFmMYi5c9<8B~x!+PB!k{`!OJ&!97wS2Fz#&F%F0^l5S!*ZR<$>L}%pu4HXC%l0* z4uU!vNG$F_`|A{6a!#(-HJ%3x*CTHhd)DY1Fv=+v0+wU=TK~PipY}+mZ&yeBb&&JyB-Xp>T=S<3v_z;cPjB%ERYT zt;NxdQ7xya?TYgwNX880sir?wlpBhEn>oE(+;K>j_t9>0s2sS$-zz*+5ctn{iy-Vz zPzP-B9ha^sI3Wyu)sFI+yB{`n)k!p~U`HrcMu*wuV;W$(ImMeyiYRMr3M$bpiR+;M zDqbxwv3z1!wqe=Rcyi8e{R#?{nI$5s@-V@PcEWLzl2o7t+|C6#wt&+8u1^zZ8x9;V zuR_=iASxm?zue+Q2!H6hyXq6gfDc_2V=(fz zpjJLw(HRU$nZ`@to%_gTcvoPqi_*bklHs0{RNm!lhEzJ)aM zX!TL2potgqFg;axz4?D&Mgm$s_ZhT26l9mlPKn~)LL@e@@UXh zc?yM2xdv-g*r?N(-Lz#azEN8i1Y9DAxac_)oE&_(&|_F#<<$kac1)`JEZ3B**B*_f zP@QoMqu`z{kaHO@^2m-`@h7?<+`K4_*mQZik2|uZpfn3Bs~^-NF3L&GF#|u*QR5;q z1EGIc7iFrl`u`nml$%WFnZ5=IBM9|o?ZQuKCn{c*uN`ha>@38)09$t?F=LX_%+XRuPPScz}jx?fjUm%U<&9>UP^mAFmZ95$2q-8R(JWg z7qM;AwcHFW6%-xsbB;jV{jhdlCq`HVzb*?ZJDgRUSf=hz3kaRjRhb5QliUkpHxL7_ zl?3>ojm&xEv}^~d;u9luA3I(9$??wExltM|fYUDfqhAt%Hq?0C?Ow)g@9Jr^*G%Yu z!339r*EF@d)#tlwf<|aOC|rp$Ik-Z_<8Em1Mp=0r464byX7cj*&jpLiHl8<>=d8B0lI1@w+rplLuE^*X=A{tW^g?UR-M3Dt-NFoJ}q$((eMt&L=GO-9~#*EiL-zTzJI4 zd+w-L0>vs%A_av?)SP>pQ^py8@IoncOQmy zJO1^LEV3D{?kM8V(Sd$2za}o@(%mMsd_HL0lKRr=gEbEN#Yc%PieBB3HYcR2B!kI| zagBQb4;%(7wBc-Zy)mVIh_Oq5P;vxVf0i)j05boB-wEwWlL(HE_8w*|hIZYNjX_Z= zctR{d*6KqQAs10`67wYXbb)eIm%=v-1XBAqfkjs=20ozd5wLh&TII7CsYwYt_X3)8 zQ5}zj^OXci6G6TRBk!5Zej}-%$fPD03;}>67a@7j9kx(t+Nbv13<-8A_daxUOiMK? zjAs8J?xu9A2WZ;+o(d;>>Zv$N@u4WNPL_RjlMw;{BUqQpoR%O?|L|6DT~o%`y_~ma zDK$y*p#L|)re|wtJobZA!>;Rl^`^cfUgAY|ioqSifWvYNF6@jC%eaTx;~H-y44u_9 zTgf$WdPR+RAYA|_g5X$pL@g&`sz4}waBHw_c}V%rNv}48Rt=ZWzBWAhgyhNvbEys% z7pnQ9n?cphlHHlk+3t>(E51qw3zs3ro!5wZ=Bti;7i;o*iPK3w1)EL%Cxt}TBS4=^ zqxh`cmuBidK_<4Q+hxbttO!zJI1vSMrk!1B|ksCkcc?Y{Ss!hcbhDU=w^p-%l4~t4) zz;64NlLp|AkmRPvD5=J;YGAin0$!3^8|uN7TFvvy>kCkOe*Q!1(8LeGaO zo$MfbM34M*Rkp?3LB6d-d&I-n3L-(@j=i{j_IIh-sSltUiiz}R&htc(` zc0)3&yz6)Z9(q@hm`j~`zqU(Zby0KWcl_3u(z`yOCOL1`W~4L>ocz6meDF31jt#@~8*lL{=Y2x` zKs5xl`2h~@LU|!cCR|lTleD1%|0ceu^C?qCI&>oi2pRMcELJGldI{&zlGbtzDZr0| z?DHYxSD|=}Pd{_Co2$4}_ua)$X;l5gfpzNg?)&J1S1W#?YoX(?w2d;XM&lm{6x2!_ zyo-a#fJpZVESXNYI~1X4rherTU>v`!DS$y_{CwNB@T+C*YW@Ldqou-eV^UdLljp!> z_wI|`JlqEAI1g&VO0JuIdT|qqM5$sLI_eJTcBt%ypF)>CiOK#etMfS-;w1|BKs{O5 z&znQ8yUHQwx`^7kDoWG!Fd)0($xS_jgx9Z^cs8&dNI0uKV{$|(}E+iIL znGL-Vta4>}&%!i1A8Tv~&4adO@xRVneB5sIEAxnhIR~^}OftFhq3f%>HyA9u?67H5 z5TLh{&H|Ra2oB_+n5JD{a~eP}cbA`+8li3sku_=3KUcYS(}`5%Fx;W6}D3 z?n#*uAQNyB3VNa*m*meIq-2rG={=jN3Q*;PEg-RIcT%s|N$qasarbWSZJg#~a~e_c z8#MIceyyXOPKb^vu76Jk&;d+ip!d~teoBpkythH}VgbyZv{#^cXP{bYN62HtaiLOg zD{X!i3Wl~2W8YqaY(7_9dS7)X?FB!yjmIpG@YAm>2%F(=P5jG9Ie!o*WP2pm)n(pE ziK&%DOH&C&hw#x^@Y&Hzl&Y{gnzZ|dxq_B0Sqr;P+OB;3yKuD$BKBhDZg=1Bdcr@LT}Doqx>PQRyv zzE!F%{|$69P?SrDauw$GI-IDt}yz)hr+9YZ!{89=6D{CdYB|{#IJZpAwVWiX|i~&VC%B-); zomL~RwBYcmvDFA0lK(&PBux1Fg;jl@2kvX&{_+Q@ta&{ecB6OTf6h%R!LR`d45`=_ zx!gbwlCV#7lNkbx25W($3zu><*bJ+6diXv0wH}^$JaXPNVu2F@E!uXXKR--NtUiCd z4QMmWL60lxL#<1EHdcP@4GS@b`idE zPi9!ixY5X`!Jkvt@d74E0(u)fk_cSym7^uw%4H2#=s`X|5B|aA^5vI#(ofH1W3VXb zmH;>_nmzau>tgKoHGw!f%j_wmN7m@ab^s?D0G-p~9+q?u zz^H_-ByT?1%FZy*Xja?w|J^`q+}%@wR;seoIQEzzuYd~ITEHm|eR5va(`pqmDP=;1 z2)0T@4rnW9lyAI0OeRPiT-{*e9SouG8_yl~c|1YHSWCki6YD?B(bA5(h}ypH8fJ3% zOgNIp;8xq^qK$g{2?#%3i~zYg%o-U*y@cAKs_fge%#p2Yka9s zcPO5XxYI%b_y&;XwxB{DJg+zU`|=Sz=9rhu@qwylf$cz`pHs$z4nJK`lMk-mQP*H( z?~){61v{OFTB?K5D*JEzHPwsg1LgSn;J|O%pE~XIM@^6LIpWszp$rg3bh!eCZw;=w>KF4)gMr)2giC@pWMa6;WSRgLu$kjt@2M zQdaGC)`7dVg?gSDYvT6cs}f*JF{s{+F!TLlJ*)^$@0H0y0++aMrv<)O#l;2~G z$ZT{@>SDUF7fR(&9s0x(d@demh03?JlBci{G!?t8Kf=b0>HKG`X;km@R=f~Rs!T0K zyGg;TiA{J^ZB2IH#d{uU0YR>1l9^8ie{INlY|Fr`p6wS_%{^;@1)q%~ttZ#3i3O8c zxs94vPv_}R$Dfe?yhfKCnxFdu?iCERJE8y5STDbec%V%{a#Mjbu8v;*)#T zc^*|1U*b!bV6mwR);HJ~(7D|D5`yh+Ot>#xeg%Y&v1Dg;=a+H}3X+AoT-p-Ems2^j zU!URDPT|Q3%zpIDZu3cPOjpr%oM{`Bq;VUUAk*#Tf`h>_(6{hpMa#rdBlM%%sYJ^} zG+>2u%JRO*(BahpEUCBx`GGsOkmC|(z-1@478K{mzWU_Kv)#(fa~65^-Dp76@*ljb zkQur*FDtL}UOHcAu^FfoF~B+LNx-O+X5mhvF_a6la#n^Zathy0+1FP#w3_9x*|&8j zLBiOJYs``$T7!zr4t4X1l!}${CXw`)7uVcY`CKp~1io@k zU*canW>@Lp>LybC5}jlK%BAeHUt#wHq9>pSIKF`j%zY5+|1*JWt&oG$&9!)bv(!8`eD!K|O1aXWEUm@o8%OQV0v@%tf{Vw4SLLEi3Pu)(6 zbARYv?t#SpRxiv5Ehq>cSHni=v9Itxq0mx`u z>((r1y0>bmH-geqGF|sNz$_BbAC1!2c$UulAqXVza~*1;xX33iCP&nn;+y z2$|9E>+$Mu$9AJ1lGpH7IfWr_MQ+5+oRf$wbBV_WJnLLT@r_1P|M}inYBe8dC+#*}1gn2&j(~DbQa(`ZH@_an+WPCo%N1jvthSEUu zQAyP83zjSe_Vg*Gn1a1g zq=NYq#vJr|jwi7uom6^42+rhI{RlLMWc?LYTFi-Ca0he`ZcKiq_o}l>W89jpED7}U z72`r)Ef;D^gK-XnP@7nK<)aQmzOsToP=$8e?C(cV%~%&|y!u~+z3bPAG=cIEHyOAU z?IXlg-s5U2gg!9w-l#QLoqydq`sT9wsRFeEL>j9r7g{@7{|(`?Y>Oe?=*e@ zbu6{4@+1JGbgsWV?YU(PwgaNbHk>U-eGL)K2J&9K0@bfXArBW}{u#Yf6@>Dp#6q{7 zXmQED9l?HFVj`NYYb$~j09rbV2@7%Ho_IH#>6IT(?XDyND6B2Qor_4J`a30#z=`DJ zI1$_e7mpU|$Ga>o3$8wYpU!-X-A-^N^;+_T?!2;vhTixSitn>#eel1#t&xC6G~?i1%g#h zle8JoB%=P+qJ$9`vgF*GoH@*NSYP)(%t9TMK8>FhGGjEnxH z$<-@~1H!xHO_!^wLo#UOgM8_>&}9e7lCj23Tw2TfQOF z9wz63Q^vi?&yXpf{MoS#4HN``POf zVo5*7LxJj=OKymY-Hu40{aO|~-~LSD%wx@ZBJ7OD#ldHv*)l>n_;9~hd`=s@F8cjd zjlg~SE`V@7zfRVH*5F`9-HVk(5MPj$-<`WVc!&*$E5BTiWTJ9+9J(ssW!$zxveh3{<}_~Bd6du9IoClW1bwYeYYM%?M_6Ur zvZ6n=#GuL$?DfhG*z);8PAZX9tzJlRNnn<5Q2e~{loc*%F3@LPF7GJ(BPp^zD;cE* zIFJqH*N!zJ)E{Wu<7Nz4Z!3y#mGoIA6x}vR6vL5HQDn6!P>wtwm#XVWiyA*z*LNQC z%j+D>nwdi?@7V!Jkmi~+i}tneI1z^B8C-)ti^^``NdbV75?D95?jOSa2o#RGI;8pS zQ_5Nzby8-bZ$}%Am#5#D4r)%b)Gf;p8G-k@GAz%_SR0I0a7?0I3{bHvsRAJ(MkHJP-Vx# zlA51XOrnJ0bl_G!+$FuJ$+}Zbns174?U#XjZ8au;O==Oi1d*4nu&@5m1 z=~!Qe$t;`D_yXCfj|u#G=DX5fgzSSoy&rQyvq1Oo$t*E06a-^an^kwlDv7?LRHs{1pg{={m65Jz0>g;Yu>>E5O08QC~ES zFZbB?IlK%Ll3|%wIP+ymm%FhUj#H6DN%2v92e@5!m0loZXm36WJ+K?t4b?NEZ6<1r zsBX6gkgCJqlv}oGKV?O2-U!z9#AX36-X# zec0ozjV=!jG+qSReg6AKb1wa=9!{+k4`Vv8HzOXxTwKKsGQ|tkIgI}~eD_oLC!qlQ zlDtlWL|Fm4@MXwMZLb70_tv~AK^%Z%44Al&DsBI}fiU_`6!i}X!zYEf%oCrEh_>tI>+m9t6*Ma(Pw@KTq){ilIsS*~09vG@C7V>CMvqt+LQgcXq?r@GABQ%~Gk4(9AFyEUd_2k4Yw?4F!vB9f zQO2GRnbU+1n^eko6t^asU{D*)AkoE15rVy`c zD9JSi$elH~+GdZQz-7Ka=)nP&EBN%+D?wINTz<_ zsUx~&WmMrC)mHv++O>I_hnt(o?EqO?!!J~5+=1?Pk9F=o6J^8e)Q7>j#P>#yyC2ry zSPbT`bU!==1~5ML3Silr3iVeHj#xtHJydTn+J-L6%kpy;_Xiu^XRJE*JK!eisVf?l z^GdkEX#XMC1!AY02)y3qM)mNTJAR4q4&(KD`8eO&ro(`b?4&Cp>bn7^eQ;+wFX$As zt5SA|5@Tl#Br85QW?CM$M`yIj&6z|w3)3Dhdx#<`4K--ovItd9T9?|x&90IQh|f+% zwZI?KV5sS5q^Qf=#0iQeyM6=nk%`sUNN{~Y{wP}GW8TLJgJ7AhP&tGX3tX`BAweEd z8z92eeWq9W2U-)>jrSi2XEj!?eE7OpsD%hXQ7u$+M9mXmFgad~DYcL)gPM8>Z@)(H zZQ5nOk)~g6fzNqrHP+u-sTdlz@7KQn3CDJI;^!CLeFZpzpC$srP+FW4Lviko;6W-|%Evh0tFKOWOz2-By8xTt42V2%?LzLJoL(xI7_G zJnE>NvaXw@4R+WOaUlEaO@T#y-{3EBu) z%3Yzj+V+SvC=4UIOoeY7{VKDE9h9v$-H$cVl2IwlRJBvTiYyGR`H(7U342u?jzYJv zx$W|kDd6dpJjJ`>VRhO+FcRaU^U>VMZS!e`!LX(b8hlII5&nmM_{_X3x@an)^_?0g z=)wVAX$cV$K>_RRc8Dp^zT(%6OV{aa-zjExZ~N&E*=r94d0{(ENd>l%BH9#Vf-s;S zv0A;tsR|O$YpfWR?AGD=-*Q3fIaWv-g_lxlMVDnw-aFTdugABq&HAx)6xs}IXlwo` zwJ-euSb=Z=G;`1KthzXI84c82iNzR*ZIu$}lnVP2x0X@K5u~$r4hwIaNfzHz!g*J5 zqlBhal^~elL!fnYYs!oN9@SK8Caf0#H#83J6vh7Is4^T+(%thR7iG3w#3v5=`@{24 z1$w%inFl)FzWEa3`ghg~WepO|WliCuuB7Yt!-bF9t0Qc{5?2aQeoFDox$Y0rT*yiU z>1>#U+?wen6>?fYp>8`fL>eg4!W%T9m|cSTAO?4AJq{$jN=3L2lXRhLiwk}&qeYv1 z+0~EEq<%kYKr)N~UlbHD>PVNDbls_@ZYhZN&V;$#Dp(!RNtRLFyb4@y<%3sZ?Sax; zn2`-^ZXcii!Jv2@N~dpy+9hGp$`BsBTh75Obr3INan7ae_y&h6FGawwy$~5XklcWHs_)maDj?QEoV85(9{%# zjxY_&6OSAK<}BuH$FV~FP*9lpnOPnmoKJKiwn^NHWYS%!U?ZfL#q-VB4loG9@@*=2 zbcj|^2tBFGk{Z;pEDXx?te+yi_N3xEkh zzQYFIKL!H*p4<0rnB?GzMQwlbFtu*q1Jroi!)G8lM)_g4W?GBg&1da9*m@Z-SJN=G zxU%|olv(65U;Xs#R1p>n#(sjLiIqF9iD&wiWOhWzp(4Wqh30&|F_$L}JOG_m^a4)5 zCw9-0Jz0TCqt$79!&1=9P|gC<55{?xkx~m|!@Xz6Gb*0KX(HaX_dsl&d>o_^ya_C#3HzS=9v z{Rm+N&)xUR@s`Ust2{gylaeXZfVXE6ph=V3w{m;8GW%xO`}>TuRmq(ti)YGnx8mP) ztEzfOc=AvS{vW&71 z!?tu7*qY>EY8DFgsM2S=>frXh+8TWqhGj^vn4S#I?!u5RWx%LZ!*?Vk{8912)>4dTU{ z3Rw;hfyoB*pr;oKy~{M_JqX&%79T4sc=<6!sH8{b)Z}TFGE^gY25rb)8&1{+yDW&b zR4sp7!p^cZfxrRP&egnq#c+6qgal%iTXJ#7?L?v0$`ItpZdMXWC#!TM$?F>;me&pe zxoMd;v+odJU!HBZ6;ly)_csbt53Up3nV)J|1ECYjvjwK4E1pQD)*9?+A0L@Z*aw0@ z=cajII(hBxV@!*ASZ>4Mz=IA)a#7N*k{7&T1sER&hpn(!5XPd;NJ~*|IgSai?*hCo zvD;Uvcw{0CT#efsn9x7Gf?U?0ds21(!kkcNPH`1QrSg~1vn;pj4};s=wy~)kQCTxv?qh(=WTGdQ0G@J#2D59h=@ zGNux*Ak@kAn9X57f>0V|)w7Nycp(=*wye_;StrVdJjk_DgEv=P;_L_da5_}Hvg0ku zkZK~`2{3UBeR;_ZKu~ViApiJO>V=oIqd`l`THmF|7N?G(+S0Ye9PtzC#04gi)389& zm3|PIH&$)LZ@L5N) ztg-pc0e)l(OjQB2j?J%Ms(K4(`F0zdAx)=04VVE{Qi>2-G+LF?T4 zrG@%Lt9IXerqLyWjN||3f}|i~`Fg9U6-X>C&yg)A;MhN9QaahwV3uYdgWtqsCBvVA z=e%lX*bY(Jeqf$fozMqW<*v}MR``~+ufU9FmccLb zoU0{pVRP!~P(CAFp3Yh{A}f|cU=~*yxYvZ(FC%3V*|zx?>eCb-&{fab6&AluNX>@v zkii}q(3Y6V|`Tv9JIub#a9l;~^9u zto~?0t(noA5WY^Il7CvvmN5*gDjBFvJYIPHWPYZV#{nz4!MGYW#2n@A@hvm;c zo1bG7>FFpK{E+F;d}R!Qx&l%Z1SWy>854R??2dS8Y|J#nw+Fum1f1zb@@nI;v zk&DkT;n(_dx-`eCZ8FSD)BnQX-xY!w&IagH+T!GuJCV)W(C>Lw+|Ly%ww$BS2xNto z;Dy>QiW2^nF|~@Zt&~;-u$tB{;09X^2)X=nm6!bA%uY++UN5Y3joj1wZ4)K0wiQcs zPU6u7x)Ckxzz(Mf+K5^O(5DcvKSg~WFE$-Ehq^2^*YGj5IW4VvRzc+00Utw(Ux>vi zJHQcnG8VP4#g2S=066B+w3qsiVqK37azFv}fiJtXlK*6@1POx=Hzwb&LA#PF`>w=o z@CDfnCnKhqk$BkqZK{n->6Ge@O@_dI71VJ+(3KcSua1?hR{xFPq`g;CLSXHpr7D(jphaMM>PoK{OcbCkNmy( z4&LqED>`p+@ zg$4A80lGZ9eqrgfd`qKWE;m z#z}SF(8U<)pVzzh?phBZwi&&2>7HpKWnVP@g@_`Q$08dMjxfi%huCDiAEWb|V1XTl zBsMT|tJdxjAB+{1b+5CSJU1jS7eYwyoTYSsSUA;l&Bz35=1!J%weDQtoDs~tn+-%O z#+@~-=LP)1$DDiqpe0z%*NNk>DE`~rU=XYFulz?F99>EIvlq#2$@~O+w4;g%p|-W( zU2%~o;`F^L0?~NTl}lIu_5_h+CqjFai77)YGTH^A-|}cwXd5|n2$QZeRWC#-K#OH` zhwnb;Kyub%Xhiq$$4N<`L|Actp5HqN-2)jY;#!b&)0JE9 zqFZ7|AjU(1lyyu-Bdp&1>cV}hmS-;T3`|{wPC~Qx`tr@HQb&)R;}wLcA@=jB@clMD zCysX8Yu?ad#(Wr;!$Y73!IETy0XKW1lQ2do0&Ui-XzyBee<37+TP@}&2PDs2vX4#u z7iuAyNw52+_?z2&P{QYuvJC!75V=Ts+GUNOnt&V;Ac9{0iF=tU9IbO0 z<(ao$%Von*xS%Fv+h*Nsh_)mY8^ZB(NciaMW0TIHL|P_ltiy^<>nZ_YgZ`}awF!^c zPZ9n%l7GN&UpyO`OXaIVN|8)Fo09!71v6QaaV_=kJQ}7jx4tMMu^Y`m|N3SuZygw(X@TY|@Wn+k(r$;)#= literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif b/tests/data/seasonet/snow/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..7a851cbfe0787d9e6943b14ca426ed9ba5118039 GIT binary patch literal 1993 zcmZvYc{tly7sr1Rg4jY4Ys6A}AN#(HSfWwejD5=BRj-=bs)|++u|yTEy>_i37%76P zmWooOhEZG9zE&;i7*SKP%tY&*r+>WnKIi#vd|JcL!uq8a$6N@V`KL9)XMEZdezpe#0RV|_YE8c3AI_M$ z9dKguX%80W1->S6)KR<&cmokbJizvpNf$Vr8YD@{3$ z@y*4|nHU^qibWz+AB8%N__&jw;scR&4{{QQ%0jEcN5F0pw(UK_%O;}I)Ids)a-AiLRLR%1sWiOL zk7DQzDO|sdtb=!wf@ZiT31!gblJ^JJe4)_wp_1N4bf9VG?DZw1G;f>W`xl&KxnO&5 zHM;g=?ou)ghP!*`BUrWL!Fg|mGTzBammIZwM3j%7{Mv3RGfcDLOWup7FQ{yYB4fS(-!j zBA2f165j)XpeoW{2RtqB5T#Q2CL^8Q#QK*WvUuix<$>9_xJ0q1h}^P;t7&3Leu|;E z#ZK?QHV4^9xxh^ij`;p0O0avqWVCDFWderpcpv%7h)>M1(6lJsj2fw+U;D~+#Q9R3 zHEb~9rZEzG%fudah>a$qljP$dspk83NjWVkI4sHgb43#+hKtw9Z(iCCb!Tiy%k*|e zhNRZ!4Z5r=u{Ce%Vh{Sa?QFE!9^UcQIg*$rjmSTmB@6zpL^(v^<0@1l3{u@jC)w~u zpli^E@I^ScA|_V(#pZ0qU8}`weFC05RMR}ey~fC;97-jic36qN&WdZX^1^qt)e?uH^y*3H zYdmc&6vr5+)MxSW6S<#$_EV@iXYxpSAN8?W>-vGTWE`|mW-ha2-lz{5&!+l^6u8um zjW9-Af&JO~B!DNVRz!vG#Qp`fyT)@JPfvNd$J0~y?)Z{-^@9TI$rGYLCZ+1|auX&) zW2J>f2|M?&Do!hP+8PcLXS8bEOfZ|^PO{kkocXA8$?k`w_Y29a@SqQw>F?{@N$MSb zHiG7aR0FuAyb$LoNj-%~hJI=flk@|FZs>*RNUIs;%z$a5$qB{BiWoVhRRMI8x398i zvaSH1P8aF_IdEX$%{)E}CP>9lniqH~C!lsp)Z@*dZ@U$&f34+P!AIb5W6ILnxDB!y9vc&37I zV{#^2wFNU*gGl6zIY&@_BDc=pW67$1CwiAcA<Jr^s&A z5JHx}dAPc+k=oJg{b?8B;GS*ydaU_;xE!=Wu6Gs*_X#VfBf3OgxH5@4z~pxJe2bcMy@3pX8FSeM5F@1{QI|muP`V0vEMQ3)I|~xIaWYRoarem zPA6_}AAVRS(-Q11D+YyN6|EYdyR=#!P$n1-1}bIgp&3sYqT)t_+A7t`NRFK+n^)pr z2jgd+1?OBYAsOVSd+&Nk7=Sk3BZ*E6% zN9pf*73xrFa2T$#GmTN*HDockiN&>{lwL}uc-3h8F281Q?6g5u9ICjWIk+<8r%t5{ zANt8vtN3ulT^p7d`^|!;=i}OGv9+8KOnPCHQuf4+m73M*u#BNthFf&Ri@zJsg)52- zytufwfi0r=kMXqY9vuoA0AS)2v5^(Gc&so!)UK^z}cpq zb}Wy*^v3oISJaNj;+o}MTYhto4fbvN!X%@?VIX_(O%5%&+_Y@)X|+Dtr#St5oX2G% zwcETOm?7x=lopU+d}0MjW?PNZi#qR{y{NNu0;{(ad7@Dz$YU(PtvE9b>Lh}TyVRWj zikQ{pl_J*LgOe-!|NXtgxv$ zx`5B0PGqFbdX#-gBWCqFPXmv2350@+@nkrh227PrWC^)-Ta;_dRES`I@mSB$|xEQ YmKItUB8zCo!z-L-gWao6Hj+@TbAD{jS#yYqFQv)`HX z<4fk5`^uds6Pf(TL{5$ofCK;lumAuc7y$fB9)AP)KMeYp|H%UX%PPG90OG&=&zM(0 z2mtg~=l%xX|M>X-vgBW%;NP6FzfAf+Il}+L>i@$S!Ds;R-`v%|5fp+3K>VxMf1@fK z41oPr+P@Rmgo6O&f7$Y%Mf@$|xBx&XCIArfx80BTUk?DFhX0rTPyf&V|7({Vwb(yB zY^ECj(SI2DpOb+C0FeLk->v+|13_xS@&D;ZstJbz@BxT_4+#i}r2?S+qaOZ{|0n~M zwv0NAj|=t&rm3L>^K!7afN^pt`~27S0nmSc^90Zt%>|%5PpUv+{m|J24kTm*WCRoh z4Ty5r6%fY$Diw{xEB4F$-TlraFtV%?glI> z$eR+0gGWiZHGd#D-0Tul z1Wcq0S2#@64a4=S<-Fa}@1)%x&CjXdoZ;fTY7-gG9>4vQTac>p;Z~ARNL_P+D+YcMo10o<6Ur~&D>n!Fot{b$2O*X4JS1`A8?tP2=EST<08#H{? z-=e#7RTv*o#TzDyytNiWvSdjUk-?`>VPQpOHsHNychqLEb&>($>60JnDwuGJhE$SR z{i#f|fi)7cK%F7(?TYdf#-Z*m*pMiQng$lf`l5YxD#g(;5P`&^x!)C}T~1`o_EHPF z$={isi~a;rD|YZ|*j58bJ=Q7?zUNbWeC0yr0T0Y`Q-X*iY~j=>3YXP}qw%R{_3%JR zJH5~2Nq_N3k}iL2x<5FE@rs98Nq4$294>t$XnWCB5cMYSBY2XVErGGFe}Yx zSB;cPMz-~;0~#D5hhkn`MgUA3h8rytt$D|0f)2)Per zt4Dqgud*7?Tut78&F}t#a9SsgJIREn(?>d4hh^o;dodQL5$s0Tem&&AU7ajJIdLRO z+&J$$a5)S-P9wt2i6zm*9xGzaIl~|_jOb?dL4fPdK973|whLdXY2WA68n1&Z61 z3vJJ{H8luj{3swEL*Fw;*e!XyLliAOim3VgMOkJ)_t$U;KnJ17-|La(gw$BxB*7u+ z8EtU)H$`35j8D__ahzq$`dyi6=*#l{TrGUkW?GyJvIU7IIq2Rxb{NSuLEh#?Eq+L4 zOe6TB71Q}`OahUoZER2CGixB&29q4jHbDcM(_;und02RXU1%R?O%8Y|r?qEtyT%SPOD_dO?A*!o*r^-fh>6#Y#6V;?N9YU*< z;V~FyzoHSL-R(r#H5vrnycQt(gq!ZS2RfT~NHwHCQrN15^$4p@|42}%yGb!Xkd5Jb zBX~a^YJsd3e3OWueA6vOzJ&CHqLG&u0m~N$YI_kzt_dizGUq3j-_K!oBZL50N{^-q z+S$Zu;--)tnKUC97eYuM379tS4)7=)(Ai2Q)ym(cQ5kwX{wi3AmcW=^(F#-wF4)Bw znVX#Sj3G8J*}o6Nrq;Y|xRaoMGGxUEqS#XOl ztt)@WD<%gol5ogDUb z_iVY~TNTcpm-zF2O>)a^5UyVS0X@xxLq&GtTttQPm^je8k&V;_Ln8PbTjlI|+}ybj zZ!Vqi)H;{7{oc-g8HFjgV>03oSQmO|%ApT81pymJ_}3`sS zXkOhLlw@50acb+`l$uztUhUjNIFy%k5^8o|R*Ugo(PHu|7V901Hhc{lkLdYi@n>i4{n`2md!XMRc@rRkdI$kT?jUK+xcO+lPTHQI(c70c9_s^!Q!$tX6#3UKEdh9*M(vh(^d`M9$7ncRgp^Xoug_%a!~!sK_q4` znf(A}ZkX{_)>9z6MQ5EsrDU0s)!ob$B>-=Gf7)tRL?P9MFL&d1o%z`QhKP|08ByMb z7v!6AO)SYfmaO|uxv445u2fgz zq;PfVEIZ1F0rI9Nds~N(D$CHkj-N?8Q8Y_A(MALD&(Rv1^{Ed(v3_S-kf|bccGR=bAzc!2RqgWpifQ4@p`~DibQo{BRR~7ix6d8R1^Ofm>Jd7eGa!Hf*IclP|9&iks(eDVEAPK$ShZM3SxQF^Su)MHgt9(5`V*flYh3l)A|CBmtKW(k zE(_8h%70#*brpLbMjsGVp**E=iLm41=GSjrd0`7eE#BZ?-%B`F#ER!cDp1E98ChqO z0YrzMN6)9&uulKdQs7776h@;m%JJ%#(kNpS3*CBuDDTzpyhC1Oa+XM6{I_e1%r&`hYzrqu*p(m*zB|nFzU?=MOF4$c4q}c>#4DaY_5hlkS zG61^D^xQQL@f8tkMZTMr4L))0k>)8EX;oU>eZUbtlAbT)^V~LbL4_&ODE-L}=wnAY#4Y8Q(kc#cJQOsTVDCZF=m>YKX_CG*Zc1>L9P*(%6D09I zBcb2h=TPo~V34kiE(PIaM=*_-5>^0xe5?>#W)VBK^fhS>ebMS$sA?ZEeCdFJ$U%blb;43eXY9gpIW%wX=>_G?zXb@h_1H3PV0;4D}1}^IF7h&4~#Fr zV=vuoQ!6+*z7u1KGO;GLDNlJ#Y!-r-Bh#qV$8*d{c@^k?RiAEopj~Vf*qVvroT}Oz z+FTG#5KZ4~^2b-0dTs(vdTL~Oah|2wVVeOM@)*JNq=Hk-`p-!s==_pBl@z0_C$zCq zS%~;O_g2&f%KGPg;aV2l9aX*LNw8V;vx9?P;IaqWaL1=t0BHMiozSyD^GvLaD|c_5aq<(?;vnS^chBo}>y9#?mP zf!xlqdtmga0%hA|%m7iRu$9Lx&P2JZu7%S<3e@~thVb?jv56m0HMF$c7A}4)LVva( z+M3^by~=}SBivvZC7kZ-ud;T0bHD|CfE&O7_U_7lAI-2g--k84WB9a!-F*;E{x-mS zMb`aYAatpUG{-ShV+NKUNt(=PeIR(ZP`+<0)45UJrAbxsEd@&c@s-!G3-b+>us40s zwOg4_HoZ7M?R&B>-MPgjud}F8f~D*N$f! zzz&i(tA(l5)UJ{S`Oyy|7i`zMHBt5xcADVp*3PXzly2RN5rBT^n5U$js8Ar-Gyc+A zo=m%?nhS~c><#-LFb0;1<SrD=cjImIyGbmk+;(UXQ2EGK4N+ zb5vqBzz=n*bhuA0;n=lOZl*}d`53#KAkVFiNCeJ7cA^{ZRf2Wl#ftqO=lR)Cn_|=s zo5t5+0mLPF^wd4ntJc4Px(fi3Ah8)P0a%Ix4*)NKQ$_mchQSm{)|9?1o6b%+Dy7@h zY+!s;>^1kE#Y#s!G>~Uj#=>@kQ)_Uv|3Fnm$DIN8JyT??F2joCVDEe>3}a#VrSBcvN|v4< z2hf&eVG`IV%mnW+d0R!iRaF(lls{(GlYal=(%tZ>C!l6em2XkEC%q*cS5b%!16PlK zMdWJsofo~CcrV)Xo%xy*#-Y=_X6YPSzDAQ9blFSmI}Rzow*8z*N~Q7+x^vQ5XtgsV zhlP>_7Pfc(qKBYxRa%V7iO?e~{{ChO5@*0GA}DXDeM*PXjjlKvV13kcJ#aou*u1`m zWMn}7S($)nCC`WWrwB>fcSDV>vLbgQ*1Kh`IK~ENsfVvNIY!;d`NnvKjN|1rcP2i( z76Cn3nBJoH%s6~~uSwnIq$(411p?@#R=xG(am-wkl(dQ3QxtyrQ;!&|6KCYmzL z;S(QKv?G~Mw@06JR0~t64v;%D!1HQJF7z_8-%ardDny zE4YMibcI%#o%7-*^Qv4t2Zdid5I_u)CwtTDs6_d z@g)_ErUSoQiJv1{Xm`B9MqL!2Prm$k)7Ji0Xb3n>aBuI-c+z~4in857kE9_h*J1HT zG%}7k^zbPRsSPvba!JEFUD#OKCoowYaz$xyEiF=`83(DcT|(mFlc zdkl2Y`o-7k=0i-eCwI{N28snK+N}|l>xgM5OPCqi&nCd;|KhKS7|T+CQuz}K?o~>` z+j8#p4+2PZniQaY30Lxe-BlLo{_d(!qNuF$LSs3mK%5{<9kvzm9@REX@Q@^H2kpw} zl3uk%3u=+@cs+!d>%y5NLx&Pkj6W543p$>h#`+T5yV;iJepe{XF5>e>}$Z1R1grXY% zN~KqGRaQfCQw*^hiH{}x6WX3TzuJ!Cog7kv5#VkU=YRlw<=b15KkCi*I+19e0cCs~ z+mEF1N+6%ShZy0f!>C?4IrTdc z7Oz18ZKiAoltd>L^-8_1^ea#!GzEw{m9n75A1zL!ySwX7PN1CiR@aMYnOxG&4)?Ni zK$oYApLiku7JKezxQ&CKi*x<@j8Ar@ZBH(NP{fx$oL{U7D^FU#48n|6{j!Y(1{6pO zWzaZed!ZfZa+=?wYL`)Psy>GW;5C2s57-t!pGC?AqH$J@jkfd~O$vVCwWW6ZvM++YXV z;zU5es;B@Wzcc0W{WU5`l9MBg<2GBrDgqmVVR|BI-`3+}W3BQOohm1`rqXp!nC>^K zOZk~(@eP5c0Oa2v#NXZkl&}@ye|``X*>R8-!T(gU5+Tn^J6QeI(UuAk#Ox#9=Bn}#&KOzt%xnA1-vjHC4ACF0moDE^(8eGMI%fe3cKyF z`Y&T8V5XBE1_uNAp-96>(5@;ZLc(XH+eI_k%Es4`S=0|Aa6!crBO~G zBF-Tpqap1G1|4tW-1K_?_w*q-6bR%@TaWI8=$|V${nCmpFXh|lp3lz(XPTuyELUT0 zueMd)e@QLxas%?@xkV|gF0ytEEKM~;>zA}u$db)PVq77#_qm2>0)9oxF<;! z&o$6e`Nvv|qZk9T!rXhSi6R8}XuplB{HnIRonBm5&+)Xl$ewl>)i+0}{%=Y+-d# zz=@32kqom94tj^|mlt%1{O5`3SopS`r%4Yni^RpN^U7J#L#?P{H~<({I95@1cD9do zapjyO1C1(bxLE3-P$SA;X>2u=Ec5BC;0hT%Qm5bU4_|wunTW>uR6rHdD&)2|E2G+= z_+`{OWbzidh` zZiVmKwz367mhmdAV|764_HMDo<51jg z31I40K?28c4byM012A@WnRLpXCVN;)z-5$J{YrVuzut5Y!M+DtvJ~{UWy(A9BIeUs zzQIu~ivOC;`C$38{>=wky5gRuMg^3LC|xStp+}`@BedR%21g`^W8q_W)(%s}{rx+Y zH*5f%Z41>+4TKW98G|e%6gC8~4nxzC^$kH?7Oe!2gUTp5Kg66p!f8l#(p$594uGp{ zZ6rFvB6h*9)2Hc}`SHa&(-c7MQ4?uP64lSDfKWn->!U(2#iiZ7Q)QX7gE|(1qT%8Y zP$=cHPDuD*2e}FO+_j^%7+#;)zBA`;YEYSYB@j$#<+>Cv^|m-nU^C+#2kZ+7-7hOF>wz3EAEGRe%G$RR3VJh zwwu%wo;FcIRO&9Tswh89U*$V1e^ueD=X*6{^)ewX2q|yx8|a}WD=9I@N&4J-Du)gH zNd>PRUdrJkc=}*yPiE}^G;k5bB$q>7i$G#{6DFZHQwuThX$Z>DAC#e@SUuaRgt48#RI1kz#8pR7o-e=(TA1AL*YjXZa4zk0p<@g{6z z(ANT+*%1^0wWr06xE;>pD|NX7rm|Goan0e?bs~@3!#|@C5ULs!nVMEuoKg6-Y-jQ% zhH1e%xK*Iz% zqN#qX^15?+&sbMp*LF}pYlgYCv9H*dajz=ng;WPLUDGa#OWC#itewmO9uA z;#t+>WNMD8ij(dsQAIP5XFF>B5RUC1ysjp>HoN{iD*LNDd9dOj4!d>~uUMG9Bt`Er zGs4a?w@RYLA~_fDr5@nC)5>k`wJ$b`YBKIGWjwssdl751jmts`y{=Dxsx^%<2zt1b zePR8Zd-E`lpC#@5`!WIcWl6RTXED`O(2A+LsYOa86;#?fbs#F68Q(}AGnj?=^^2}O zT5M+ixCv}WAHO31+pNhs7f(!z(Nm`WF_brV}8??7kv@~}}iS6YTyd!Cx*BC<5v2MMY zMM{>ZFY9JEP=N4-$Lw%d4Jfj`m%qx4hP1KJ4}HcYTw@ivCdEU#Fv}F1CFW90$NpTa z2^W?+|M+)rg{VmCe9=FWC79%*_9=4b0*0Ej^ZKRC^+lu4Hf{4;7hhewyMI6P^?y$&P*i}QNv+mf(qm1ZSj%3NM5?cBWum(^C9rUnYRwJY{2vQge(t- zN2wOgd*k&XLEIJ{=p1lorbX5uGb5G1soGZFYY)8WiK%`<6&B#p0CDj zD8J+4FJo+Q|3iC}xwBrIj9^2prWvp7*l%f8x&R4M{}I4v$7yt3xh({wL_%TzPHuep zUhGI9gR+e(n+D%_Ym;S+yV}Z+_ar3iLDDOoKyhLstsh3Kykl>Ir^+X-QX}uheikQsBy^qpm|uV!c3 z_gKtpg6D(W1o6U|R$B6IE;-!*tvjS@V}kUaH^TM31y$xr#>ek$Hq2aHT?T8-(PTXc zoOm)0j#R6!QlDA@geOQM&oT}Q!BTP_4}r?YWgqIwb7-rQ=W_zl&e>Zp57NR_G9j=eM}nY9iIJ~ z%n5#BoCrt{feRqOb&kF0B6^VFP8f2<0f)iVTbdSxMYKLzP%5nr{Q2v}>37@^b53_; z0t#s50bmfGrKQ^1;46PvMDKqaRAn{*0wQ{1YQ&LK3JC+eqkq|c_o%2yguKa2L?qWs zY>Q1tcWpYli0Hm7O!zR~8QAQ!)qQ_fXpvNqa=9>$U)@AhwU#3O~bTUIQT3HCCbx{Rbk_v(qn*k*iAap>GIqq+ z1S*qCxoVT0KG+>FsjNkAEY$wE$%cw6)yK!a>P8&EvOY+4I4e%o0|aPu&>_ihvO6&_ zPm&P0W&6(~p2aMUnqV#mQ`C#pWoZlJhowA&tTA*+jA}iyNoBR^D5Hkg!5j-KnktIe zyK)g^5;n&jpDItNs`4x0SwUu}!$raUsAET{3#9W(vjCfsen zoXY9%nV@G|Ah2Jnm2vSda?3K+G}Rec9QGb6cV!(-h1(NS5|7)N<_;5m?`*O6qA)w^ z!mMi)P9Z1>@zU;|rOy}W`tcf3gwA5C-%x1E=Jg)=N&*Eswc97@;`=`<_~YWZarOp8 zM&8sK=L&Bc5($-|<}zXB_(+5c#wfo*2&5aoG)!n>gjeZ!g4AvOUE|(AFo$^1j!Q}F zAZwOL;NafU8J{MGOTL9RtPGjl0})D0h*UmytqJ5nc6!St5M>ews8fiENkz^4eyY~w zc^8q)AJ`dw>xWD*sW9kW<-PYL-Ta8R7yL<_Gixp9bF;#u!*15XmYT+Fn?D}emOTF} z3i@dM?;(20GNHc>ag}h+L{Tl_E`sEu;k6{v`WGhcl^hLVimHo?;p;Co)^&aURF=es zz{U%uXq++*KrjQc&T zf69C=_2SyR^DcaSTXu^B?Hr$3^zS23?u2-2dZaI4k4+8ER~~sP2`e=z@&_&UH9;F6 z-o&9jjuyMu%yvK~BV~nOj+pT@K?P=S#F>TwnZQHhO+jjS~&1u`VyZ1cre)pH>$5+Xjb!645Tvhd> zl1g0?5>x<4004jp004mifc}yDzXJL%2L50EmjHnLFUt=B0O0@2{~3b>1PTECr`!Ju z^}l?y|7D_oKKlP=X8tkGe`S9E7c2c2!w10vK>lT~|5acxECBqUg8%ziT^I;};2*R7 zexE{-6Fo|Nme6B}o2_ z1^^fgl>bNn!$AMDQxJgvEc!qEZ)yLdz@QCbX#eSlYzTt@paH=DZ7mQWmKXs0A9eQw z{U4|_dDbw8;S)qG3VC-OZi(mu&TQeCUOsg)y}QSGA(^8R^t ziy_0veCJR3xzTnenECzVos;_zb2~={gXZ3=pwlOA+C5p$X*QALPG%2coYb6aWR|v! z>lZyLvor|46*0|RZP!!AEatv8Y4U=NxD8u+UnE7$frXnS=kx#$4Xq;Cjd5K=xf*`d z8HCYU?K^&k0uT`bj@kGv>YwH%ZgzkTcClRo3LHPao|d9+t3tlA?_V_zK2`O|f9{&j z0e!QCb~icH;I-VCA<)&2x_eHDdUgQ&jSQXER&LiShX27jq3}3vNJK5L?CcB1T+#7 ziJwpY?49!&he$?>Tp-Raxjm-W2D0T+1$4KIj!g*kE@(FCdy278vYxWCPcao_MKz6Q zLfYM&R+d;w)hE_QbU6K2mDP&KyYWp5F84ikMJ)REYSD{-qunUT0{DA(Py>>7rTHH% z&Y${>=-&g>nV1KPOU0Dvtr^6WK&SGi`N<0SP;UbCba=nHaLb;L(VFA*VN%9jTrBo`cCJnWnnMOJmaGSbg~#C7sHO`b0CCHf}S{M>2<;Zi&; z6XpDua?3xo-2rfUb<)_KXZIPO4WU63WsyuSHC--X| zYxS&Vzwq@aQXM0FoylQRw`1W77s4WhwMm24(+RaRO)OvAMXx#?#rU>udm?G)n!*NY z7P;sFJ;C|b{W#J7mv>5Go~OBp^inu=8wZ^82pTKe4+*?8Jq3QZh zLCI(@?qhsY)l=+i+c{C}Sofe-bxV8ZW!(rl9AEW5ZfqjVKlAi1&gQH5ul6(*g;BwU zGf6W+UbcJtLUcWlyiT_^GSCKQ`|;jVGpZYlsiR8^6c|jyPZQx=X7_E%`j?p4eF#sE zJ&RIhTvPQWUnoOKOXxkKk0lNlwioE2*7;Dd-*H=L{mRaEKsi>*B$-(ndl(9#7tMgb z*{Gjk;;XNn=AtQ@skVLH%d!#3?&_NooDwBd9A;SojAR#;WtqNpfZrP2v8tw@3YsqPXt<1%*}(u zTc}PRyVbOXVx%!G`^vEy^gA1t4w*N4cz>r;{q8vaL28GrvEQJbb*YQ(|9{50?tn_(Y-nt17x(msma86P)^oYNkkGR z5)^3_nPP4YJm!CdpwWR<4~mScv9@({uO%BGdK#G_i@`F);#@oFvZkA^gz`R9^=B`a0^mpqSJ4jG8h}w#!o(@% zKv_FGLTolIO1@dYxe_)rG+=~dO`U$(RzI8Gl*X(xZ%T34D>Kd2XSaLDwt^)y>_P8n zL*O$!-aD0EwhXWf?j(f?pl2Pbpj8N8h@Nw!N0c*yt*a65F(13?WqWj(X!T|Kt&2dJ zP${dG&GMBk;{LT7xD3}13zH@s)okyb7>(te#11cwtPtVJeYp^R>w#|C{5v0TcMrA* zdelR3`(;eL>qVCFbC#aX^s)B*j{R!Z<&F!9AcxGf3K!(ToBn+}^1_v%Cf$GX0T-lt$T*L}FJYv-VlsEbav1QL}0}*EeyY zM`rlGdU-pw0wtacnIE_iH=6X#ZG+K_$enHOc5CV3uC2Vr+R|(9n0BBdO&6&v6&Gig;o6RHMOt^c`6!B5{yXWA~0Za%3Lz? zu8|l%^VPOqG6;e4BOr!n*9H@vGX1u4apz|cXC;ACS>C7IGi4lx?Fb%70X=Jb*f3w( ztU6J%Bpkq^VnB4sx;f34R=;ROh@&%03EP#yiXj?)9i%%D9PYnz5%Zb|R$&=qve>Yp z!@~7RuhpjTb=X5(jgHz*1q}QF(XoO%2T?JO;<8W@4`X(V?}dmO$i3k$qiA*T=PR)1 ziuYicgM);Mm&+t(!hTfL-_;HQq4ZOyL2J>7&uXnnY8~e%-bO$t)DF6wiInk|gznO* zV_f9#0lec9b4nc2T4HgS&*5ImmL2*;Ndoc{B$1~it_N|8&o6m;&P2er=`BMD*AJ%G zQ;l86cj2r=%W;D`?m!6uV_?nW3^XgdtH{{^Vfc8Y1fK#2~5yrgHJ{$Odtp* zh9BdR@smGq;ZZqoqlKCJW`Z#xF=gGwOL@6=vDkr$uENnZ33kTF_jI8XnkE^q z3%pDX@Q&gQQ9og+6?5^JJ1C)bW0WPh_7K_ey}fU!wRP^CVn{*Jf)}Pl;G2_TM6qz) zqT~+?k`HhyGk(CY9wn-Jh#!QdAp30CZQ3%@QK5u-I?L#SOBZmo%@W#UcPp7+!!3{^ znGJ#V)L~Z-;qgxsi~2>L6&D@^xd^0*sfoH8dv;1ix&*)E$OjIA&K@KM{FNgb#o-ze z*9Sz8`FanUTToWFjUZc+wC!81{}4cWOURDl*cZO-2ke{+2DX9)pum~d6o6C?eNb~s zuT(I<3C5v~QT^CN!Jms*BI_pmS)^mY_(xNk_3kxRM2~7pVTv=PM9skg z%$Zob$1i0f`c7RT-8pCrobrCjNfUCanfYNd@p?5!bo*~49IfT~ftb9|QU+ESQ)D1s z-REIG=__R=w(UaLwl=VB0+WS;3Yht%BuhWuHh9+#cfREu48^d8y9339yFlVu>`n78 zoUy*=f(O|Eo0%j75(d6W8iw0C5v|$W)v-?0nki-^#SRrOAmtedj81I%spc1w_vf3t zs_q*fjM88dvP8@j9*8sKU?9C6dmFjBupq$%LfJwGNuAXc`WUgpY}|@W>j~3q4>Q#YhriOKM<%{JQ}l4Yz2OxZ85A+V=RZyn-Ox zer|m&(IGWoeI#`<>InObg_fnZ=ln5cfhnb1bi5!y89=S69?p+!&Zy6a-mc;JdCic8 ze=~QT3(ib`%sD67EiFgO*y96Z7pzm-=;eWwDBe`^JKpW`_zCZFFuwu71EEoeWh-{f z<4TLj@||ABR>_w#%-vk6aSMGJHQS4Pj`SmTVZal;2%6Sd+TPzzdgoMMdEi@>Ly}_r zQAvsY$d!vy&I~5VjsLoH`}S@c^gs@ogn@k0%q7as)McQ@F9 z0GrYJ-e-PB;uX#Os$pGu(zUoS11jnws9H!(3^6(ttE<)yP2Sbg*DylU(^O~9K3>fd z<{_3kIhUC5dnnp&9(EGZpRpXmv9z86eIF7|S`9BQXQP-Q0t*&x8UrJNaL;d`kOw*| z-ss)RT;JwmlI?2Iz~2d9%H)D58dU6DhD2SRU~VLBiL00)%%p-{l!iKI%>GOo-XYR# zoIf4dSIy}g1dU~;%q4je>JK&P-xAd-SRRmc>8RXkq;-2}ZjG$ZLiQSatgEhgI8!{= zkLhNcB}qa@8x)co^p1FaL5nE!9rH@BXHJ)C&&iIjZT6KSV!yDtJRB1f;6aOtlyl`a zS}s`ZitA^`{Q^c5@`@p&VHIL7|oKl z#DQkC=Nute5_7$wEh+n@3EE19a4QjTYA*MT>2GDpmQrQZ$8ab^f}y4@O8u~qBO2Um7C8(zlKBY*SiGs+dG2J5A4?ym2Nx;v24VoE@4k{_fO zcC8^=Co2wwzh2d$OTkp|40E*l>Z(G^Iwi<~=7#{t5$sDZEcny;yL`fnkq*Hn%M|a% z5i7dA1=6q4qnCJ_f8VHH&kBG?VOf4b1`Wotn*9iJC=BM-ICmgr$O?-Jcfde>Jj2kt zX_k?GqB6Nbn`#-R9`!I*F%qjer}HQR{ghk^k%~_=M1>Z3uUx6}>fp{3h%bJukyblu zmA+jkzgfTB8>W7*GZJ!>Pz|bnFb7SiY>C2_5UYgR7l=)*p}*2?&xp=R_+XD6Q*s}g z*Wy2rHiuHUyQr^3>LxQw6nxA~TD|PCbin^)4Sx8Q<9ihjrMh{I*AE~US44%j*vI({Gn|$*VQlx2zXdt!?7nR_6y3&59r~@m0Q=S zy^WSdNU4le|sD}>`0(exr6_2*;&s&pCavIG+Df?T$LX&DL% z{h+M*LqAgS1omQGARv^BV%m3my&@y-_W6sOU~IZ=C5#?GsX2!u37{UZI*_^ zBwjX&ddKME=n&ml$)bTPG@=wJVO;DwWCYciSA_7w_fpQ734UDVcy;s~kE)!Xk>5u( zqbWB`M{Swdh(&GgE>M`wvh?z4RE+e&n*ZVt5?%nixbu7($%$s_^MVK94O?H6In~(v zNRQG`Sc-8BUIDnnPFoEd85Gi9VB%c&SpV`4?7e3Kls28w;lqOC4)%D17G%4DQHJb< z2+h<_Wua#(uJoOW0GYDU3t<^N^HoNCL5>5n{UHCRLEzC=Y}eCTQm4vs#v(fhEMR}Z z7&c;jEv3?%GG|btx>2=_h~-CFOR=a8E!%Cgr*O>QMyt}|adBxa(Oi1FqW2~y4~L=4TUYXrjr4cxoJ_EpTobEGB%3RKsmXlYZ(^K<-JOkAK~ivhUCH&O zuclqIYxW8;VczF6X+N?L;jZhzZkFt%Wx9CZ;-z1VoB_)Hc9*KX4|vo_r%{%hBQUbg z3LPErI8_^_WcLHK4{`IoV=0t>HH;aZ9y)97Q>lJ3NP(r*6d`eAtS83Hq-L((e(m1d(U0TU4@qF}y#H7HmvM zc#E_c1>c~jV4nMi*mHREVNa>sI~G^OV}>v5n?|6}3hnLGK{^i0t$k=kzhvpmR=2Gc zta8`1@^iwW`|642aY_AHRst*GicTCrHbFVSc!;VL%pXHc+xaq_OnaBdALeMY zs>WihXj8l8UAwyIPF0;7*5}P)`Z)dAI|YJOYnp}Le7LtSP)I4eRL_(0X*gF!x2G=k~_2@R{;R)%Ba^vseGA&3ebBtki9_(PY79BQa6Z9 zeH92v45M-zDt1XMns9MK)}VYjqOO;?<8te&b8Z47;u72zT#h>YrLuzN&CI%SswTP7 z;5~zNn5Ztx{7Bb1+o`sjx>%^yoaQ^I!0bSi2*`GN>~w3PQ%_J|M$ zB8d*NSjCAJrSWM%`Y5bIQ?>B6ML0y8I_Ss!V-#wmyi+?7=va;ft`o+3Z@0BM+;fdD zlV)vuTB&eWfVoUcPfRS+owz>BWfx~caNZvx9P9?XHr*CJEV}S{3`<`j@W(@+pDd=b&2)^F>ScS#bqfez>Pn??T^iu|Zx0tbXc+NZ#bO z7I}vfvX}r6QE@2%v+%-;x%ob0p9!bhn-W+I(G#4~-%L*~-yO9U9u1&Ldw_X`rD@ii zd@9>cv>ds$Erfo!6Z~jT!9s^lEfov3L&}>2uTX_k-{WP#VPQ$>y-?$RvYAT!%cjvh z-D_IiNfB_y0JHgb(ou0sdLHm-t4R|k0%hHY@e&$FWD{RB?i)PWt5Ve3?Jz**8X^VFy$=M4TTq39tm&vvom^D$?RRP%S=rHy#^Yd3<`fgtsKKx6DMuMTjhIJTI z7~;Xl?5Sz_kt)~;`hk%@nqvsgKDJ=K8hpL843hOWTC^Lmocr{~#b6i;VGXY;djj>2 zd04MxP6-w%P31Y+!^fp9jZ4JznpqDC@P2pGwkHN0zgsPvI10g!r}oOM`Zfj!o2`cp zPF{5y`;LlNjpqCoC=)O)sBT-%&ykNK$`~6Q(IP>CA-nxiYv5HNZ>N0sFSZM|Jvii^ zi~ZyAotCDrEQelW+hMJ_)_9HcJ1MiohQ~>nnqLp&f8o+nw@^aQXfD<>B5VhU`*5`b zC4D8XU)1S-oRd>B{pja#&M_-EuIA*ypW9njaVY{ijL%*@Wzc`swioWgWHDUs1#Dr0 zC7*5aYG|C_tLOzp3)wqTI67B1tz~ z_{Mu~Un`pzVQ^Fp|ICd%IE&?CGC4mI)$w0BEPBVvTi^CVM&2*A-ZlTAH3H*wJc(3l z$#9n(LWE|@>WQ{waI}Z+CbX2Fz6`~zdw{rki`?We3Ok4Xb|w#?0nodqIam~@Lt$vY z?EO@{o5z&`-6W{H!9-g{P{CcI57=E??lmYOx;Z_prFL%?E^cz)c8->Mh^%E=9G&ZN z*{Yky_`kYKt-RFT&c z5n?iOZHIVvnqcwYaT#P*GUV}wW719;$|#cvVOx+ppdO(`49|ukj&l56LYhE03H7zS z3pUFxfs6!$!J}-S(>eBtV}moU3W$P$q~7@mk6Z0)ZF?ZQA8iCVkW79dE!2h%t!rl- z7TTK?0iplEHzu0m0vl79Elw6lgmh1-XV}pN8Xg8R{~54ddx}q__Cv@xV{O2RoceT7 z6-32Z4wL?EINNhzXdJgKo2Par45PDk3gJMxWl-9(2Wti|W^7s4pdLuUGtpOf)IV2W ziJ`i^{Z3Epp)Z)s#OR~^al?ZnyXoU?o~efI--lpNtpK;3JI9vW@6LoN)I`Ke2Zw8{ zR9t;V9!tj4Xf-t1bG--IrZCRS_)e{o%wew$j@5|e z(190juo1lJe$%PdFw}=u#M0`f0_7$Z^**u>bBiOzh7cG9Q(6WB2A&K7E=4eLv? z#FZ#7kAr>GY24cn#s<{2rf4X!odoXZkY-O`mL!%b0DO z30M$FLfp-*^SS#qu&sDc{3QPfsOp-IuFNR}AqKEYTI!F0Pta3$=%V3u1Q{$3>r*|U zN=l!!`x{zTORuGCzd>8V*%I6IJjvl!ZInV)Md5?6PqiNjcF<+@W?TU#EB2+8>yF*7 zX|XNhXNDZ-8VvVo`gw;oEKXuHlRe!B@_`svO0T~Gqc^7pLwGakVBwD{sShkr%$C5l z&Y$!qV&z8+=K2Md8|T z{|NdHxHPH&4cNr5`Jhq$hTB+vQv@q35(;EDeG*S``DKnPj!lkikO5@pDHHqPU;-}xksD*dKGh+ z9-qC2bI`Llm6lQXuu|46srCGRA6(o#$v1>^B}lf%UuCuBs8ij8Z-l}5KYltzhqAeqBFuI&MoumrzFT++nbefnOqtPi$2hD9d*V0 zq<}na4T#@{B)tVTKin~$vQ0k8Yf%$Pdx<^^B(6(0L>A<#*4XMI`@?wGqq4r9)?0%4a*8lIJKZb^06T^Zf z-Q#_-!a_lBJ5j`m>Esq0N6o{stp=rP{na541Vo!=CPo>w5hHr{(hf`|K^nPd^t0qC zK3#}+7mEw-rk!H)l`XkeCa>*uPdR$YE4^cR>2eJn5<^a0^atN&{eXTVhg-nhV`cKF za3ivPP)eo`?P^#bmDysyALYXk0M^wva*VcvGo)KLMJ@IaXY&%g;{v_X=NDJTeVpj$+=>rj7`r~Sg+sC5}{`gWa;PQZq&}%M+ zC*AO!+ZfnKQMcSpnK9&_lQ-n)cNyYhp^zxgvPC7(^OhPu)n=W-y!s^nRY|-vS&ofa zx8xA_6i;L1p~ljOBn!tXfJva70EN-y4p^W+K%8NK&7Nv6tE4!5snf#ffx{yb=GR_x z3F8jDb&D@FS1C_+NTHtjy^VW4Ru&Xa1TR?!Dy7$wAmFWZ33Bkno zHsGO*gq-sWx>l-0yTdZ%FtY6}{oUfmcVf9o?@LN^HIWP(fu88=Zvr$zs-RQRBBlHW zCvgQ$wk_dD1e3R1QCiZwKM`G$)7euM>S(((`|B)XbqM7B%sowKUF+cur?@6&Ra^49 zfR>&R96Oahy;C`7aiO?7glw$}geDWo-;{X}bD{@DGQvY3(7YVc(elrw)QZ^Iu^39J zp@`p!H-E#wX=A2Y87Ku@1oOQ|K1#a0<}A;IEHSW;vn66(dPU%3=ETzZ@7}h)5zV-{ z!FBD_8<7N3&JJ#&?dR#e2b2ri#2R?4yWUO}5q7Zt1O(p+B{~jApih3WWNlH5vmN2d zL?i-GJ6NuB>!y&O$Ra1ZfqoRDa1j<(ul}OD(+b$hb(Pt5_On$~sme(5_$$fjR@36kJ;@iMc?o!^ZV$G9e(Vqh==ySDL-4em z1kf;_ll#_rQWvM6$!KG(MDX8#W6n(Lps43TWkZ*Pj#}~CUQxVS<7iw!gMNhAmr>kZu2W&>3aT-Z3yyPdw;=%8U zllQxxtNjYiq4eZ0no%(i)w0-C%j)hu4k}pX@{)l^A_;)1eo?s=u<#PbJec7;G&>M> zCq}hWJ&M;ywpWa*=Dj?IZ8cOJT2YELeFu9U!Wo!B4LLG6*I^|?oAL1Ryt$&sB!>s-ED$udFta|e#Bl^_;>=^?bsY|8K1+3f@YEK; z1oKYI=0s`|p9MBx;?=+CRi8-FTNz(I7FL1$d7cqb&$rR98Ac81!2-9qB1j5_SS#gl zy*ephn>3EtzH}aZ-!MSi=U|q}3#^d()&`v!M&TLA5iA7Qv0(un2#6;`8-0;E-|De0 z!t@PLr;StU11U`8X2^Q{D4&dt1eJxP)dpnJyf0;YZ~Z-9bhx`SJb@rgp|&f6UeEb}G-HT*FL%70%j4Fm3F)m%{2*J5=1?aw ze3)QpimsQD*Hqcy7!CpV$g+X4P!ZmzEgd`jB4$${Ob&Op8bBr3i?PK{u&TN=jRnuU zX^h@?v0k`n?nO1QYrmj!vJH_P#7Zypv_%P-f66;z6wsIXmm{Ftd%?S>Xu9I$`(yI) zgWa=0{#?ZqD(SDQg|m5;cwV243!U(*xb334C&Ds1(=W=uy=dX zgQXG2`PF8>mHjil$`{0eDr~^xfl?b4CXu?{EcF3Rhi8msgV#>?ey(*815G?JOBZ{- zI8f`g5=7zT;(e@PbK-Ll_&IJnnLB}H!fx)i*vqeWW-LxjdBKOySNFcd&`E_k#`3pc zg|R8vFYYQ2DaIB*YEXlJat+}VTn~vqqfEcOuv*#Gf0#00Q?!6DE!^4iwFMDsY?c;E zAc%s_yr*n}?p3qyWW~6pP%IkngpI5j@G!pL`&jWp3G8~NfBJ^D*|O}VX> z)>x6T>7a&#(vFGFo-^n2Jo};!ZkFq+_90H#V$cSyvbnpAGp$M*`66#?Xn#p8S99B zBm`M=3O0E@Zd`X1dE#Kp2o^?#ML^kxJ@=Kb?O9jLIXWw7k9$zH{Q1 zk}6%_sfbmUQu0?j(Bk|%kYzhabctl}0bJ$oKa~}_ot_`P|kk_Vd3lNd$q^($5@kNLTgQ|`;;;YdNr+%7rVyIWV7e{;S}(b!P$tLl%(E#_sE zp_`gQuMtPFlZ;yg{0nP&SuJqP` zpFC{_7r8a%&|4lkwGDffv`njKi-q>ceZw$;IK;2(Q-7qkOnxbLAuiLg`kj%lNeLcr5v4MJ)ZBqx zbJ&3b+xo~YaL|BL)4YOmvfTdtq=ESwM1pqQnj>Ia&HAO+zTD8>bl z4D@1*Q97vv=E6+=x`dcW-S7iMfVGI&x<0vE#(GF|*;KsKW+~0)H-EKpOVth&JA%&f z1CE()OIMod3Q9AR?VmCeI1Qy@b{&WKQ91ZND&~3f7%FvWb@@*>;E%>-gX(a_cH2M zCc;IRm9Z`djq;kJH^-*7pN-bMjpYrb%8zV`}tf?bWH# z$Yr+P4Od~bphz^``#TfRW%Zc)qIxg>F*d&W>~Hgll^Drfr>T`Cx{u!*57U_2umohReGg46gXfs)8HP-1 zRkEK`Fj1Dh2^#IK0;OC|9H0KuzS%DrNYX)^Cs-2&9CTZlxC{kn1KA<|L7EU$Opi$U ziCyJq9L3&)vaDz$Q)2iX9}eDMi|HBxfk=9@f11uX0ptfa)QG9pG8@4drrkTl-&`SO zey18^TFFuUzOC#fGiksL2?Me%|2_fl#AZpL6~fg9qoL+Zxqs!^?waY&z?quWlYV1K zC4qd3*Y8v~MNrCAS!eKhT8>7I-h1vJf7l8XH6I-d|{BLz3{vbQ+Jb)f)ApaQqdTU2F5& zlbCCop<2yL_yVZc$bYW5_axKLlh>kApXW_4Q`GmTS|$+K#S-a}o2@^w+KsAXAUV>s zet1QiR>k=B91ErKbduW+U9BUBh0bEDa=le%&`Dsuco4L^YcVR!9Qz5kWCkKk_kw?uJ%K}T2x45JQrsUVN+z+^c?}njWayBKt6-} zB;D|jX>BN9-)&-SsYufjJ5;3)qpFn&=?Mynv9?^l(CVAK)I<&!7;4S}YwfGs<2PlM zV^Iq|@rO2@YStTGj==*4NIF3jT~6TE_RC}Q1AM^#gfE8sd)q~1p5MfUi|(88pu5j zB7_!nzmf;)Ku3Z7GaC}(aA;-nm`Z+SnGvW1ohX#Kym(RNv<6YxjcAYdRP7q1a#wqe zlo`02Hv9#j*udo%f*xTy%eCUXL2^+7FgIPf;%EH4?3ZsnqD-4{4Sw?O(0g+-z!eid zfQoRL`0j0^sk@I>fpIYw$J3*8bsn^=MEHaWYAs}n{3K2p2-8SL6O#oXspDg_faykuE=!(^9Pu&fwcl3@{ zE$S`7qOLt%(Ui(-EdQ6zxhS&N_u!8c8j$`b{uLnR@QJNLtqG8M#|Sc^#DJZg|L=(( zcu+8a5EzT33>4Z*v^O#X$IG*Z2Znw`Qf=<@)~UQ`c#X3*lgmWq;SsLN|GYr*wXg9B z+e$I5I3Vq1Lr7>I1P(d+cV1BL`&PH+&xGO;v(RR#{PzsvB}YjVAHWaPv2qq(ewn=~ zoP?7mPOuUKvUJ5#T^Z8^iC7=eq(w@A>=1bR{<^r7hDmqC0O4kkqy(W}nm{4hVaA`3&`SJGR<+I&%TScyF6T*H-XlHVN9|Gv zC7}vpOYbY)!9eBrW6tK1^}yWD-TuRHOj)SO78V{~ zkb2q)U5C&=25c;=&n+mP{wpkRJ#p?dRZ>06wZ;7Wbdh7vf#Rm2TIzros#_DKSjJIM z8(=tYo0fg98PTD09P5%h3h%@wED+si5UJ1AT z&d`9IY>0jm<3^Jf<9Hx71f9XAMxF>!=$;DZ{EBU z)-RolIC0q9ve7G=LNaS9nx5Mj2_#J9mV?RHOBbE5n0b^KJ>t6cqlZ`73nqQ*Be?$s zo2*btjmTg{zzrBk4^{ooWSkEh!l1HKYLam0;yi<87jGsm(87ms0s_W@wdI zln`q_Oelmp>nD}Jv#KPYU17tYw^1E~b4-Sed#dB66ir^3tJYr4@c=zVYlSq-^Ny#Z zW`fAq6L)PqQO)X(zmeFQ z8jDdYri^z@eafc7-FU`{{qCLyoE8GoTc^y5!>MWgjgn2{!7@gAlhD3?n0u)VwcX9T zMI@K>eb-w0i8s$#_;aWJ$_EqtEEP$izeI{4D8e@p#~A86a>=S)^<*fpSG)_){gVJ} zQ`4CtVXAXUKg}ShCOGS=$#<<$`;;*5=Wv9pY4lcS}xgD2S;FkkS z87HG3#=J^ypvtA35s;Hm+F28#%Q;20gZ^%jYd}0lE;eAQ0gI@gksg?hj_21BNvRnL zcqgh)67P}j64KR=W)1@O)|NvRgnF{@HaHAFi(!vO)|JIxHOanCKU!|EKa;7#Qu~{`4@;<3vFw^r)AqUB34PE)N zDlA=?u1dhPj-#OE9?W^~+XL&Q!a%YxOmd4J4Cj0o0P&3g*X(CH)`A&tF|)*{ZNSrM zUTL=tpc{Hv(G339sL^p2)k>e`8NOX06s_kZLViNZb6AiF%=I{G$U|ZMvoGp-q{fZc ziQ%hzRvo|1e~&;A!fOc^*leleP>~qhts=U7LYPOLzx&H^KD|HnICVNQU&c+#e16`^ zCI~M6!OJ<5=|g9ZUtJ-7bbNF?e5s=RkIb#m_<2#38atbF8UKaaWY+{W=kw;fm?F+% z$lQ_9OZCDFY(BBaD|a?)Q_qly&_gGl-#&4{CttLrjaknz$dWWO{D*9bQ6@Qhdnhkt z%>f+v11&NDbv_%%Q|G=IQ>j~k>gGM0bj^Jo=$bn+VN{z z)smNxfLG^XDqugZx$B}Xv=mHkK3vEZK2%R@Fa~%t%}v66UTEUe#9m3*ky)B{-C0Ad zU?gnAA3}$-cgNo~d9oA9Lz*``>cLt5Y+92jJR#|K!Pl?jKGBj&&1}gGjPZQH`xBSE zZ>?)4=Iz|QwF4!i%#hJsG1q|xj%b?Jk{@2W@@@&M%r#0u=vt-E0P3}&+XAT4bM*}3 z@L8go1d2dO>)He#wwF${)8JmZA(ZSE4$8w_HTC}Y@==#gi_;i969!RdZH@eJ9W~Sm z56Uett*Y>$^y~?^i3#0zN(rpbt!$LgZfDBKZRGNmzgsn6@37dhHr+DD+N*t!*yovH3GRf-lMCOC1`dfX1b%4 zt`b|HOJYy)L8lj|QCP7c6euAHzl^)-We){{c*BpPCADsx-ef6B%|0meBr6D7U66e} z2 z(R26;RwE3l_(+zi?Z5pA4Gb4uji}+YQw|1vV+KAKY;=5dN;a0*ec!<4Mro*QEpzR- zYF1XaMTAGH!eOg8@Sh0fPXg+W?{iUKcVY#-y_cE4K4N; z-VxTY<&#!E?i=WSY7l_Z3~!+ui~1tgz7|1G;mI#f_yM2L!fE^S;nt z9uH^O10h{Uy3O{lpE>y68;CrOGBHGL3iLO-LQUY(v^SnNFY{?km5Q1D%(2TBq`aVZ)jiQTi1V@>Sj%p6Q`daFTjEyj6$b+ z;&|NZ-d-T23MYq`P*UX>LZ|hHQpEgij2&3oN=dwfEs=mA+=VcrtZg$uG~yn7*e&)q z3Zw4Rl;)Culf8-x4<^XA)^FTl@fKN40(pEdFGm9=4LZNA3bTw%u9h<*+d2!Lg@&el zn{)&Q>7AWYVc2}X(+xWYC-;ms=5p)F5h zw#IkRTsQ1K2Ir98aB%P^)y7V#C#oBY4HnL3s1mQ2OHJ4FF`>A5S;b+G1Kb3|u0FH* zx16lBs6EjG-)_AJ;NfI684(&~i7;Ot?>hwQp^%cjX1zlbG?(dV(tB8y9~9I9q08aK zU9ApCZz+wvGbPjcGXtBqNwW;N!i%mYtXz9C1$&r0FQwgb?({lkVxKE95*oFe2N1 zVFB*duWsJ^?ao9O6b?jrsilaC#!i#5hOd7I=ZNruJd*Fan2Luj{W85(-m+o~O4B3* z!|~2zf_b6}J5JNYrzx<;?UW75-zj7hcYNz@Br1F@lHC6SF-Ksom>#6&X9X|r!#b-X8d@|#M7DB6Y5XG zN(k&A2ai$z(lUW{&#B2kK@Gv|u0MbLc$xhF2~aVw&gJXd?8NT0>bVdfyXxBD{KR8b zu!`9$EPBWojja6ZAAB=&p-q%P%_hWr1R13VXr-Uzo{(S;r?DCro=WY4okM|*yXCQ3 z%UiR9b8uzIj^?PP-zO91fv08rg_!Bb5$LL=56-C(8|#VI)pY=(324GS?8@=nI>9T~ zPe(B*wJ-euSONb49WXoKn{3=GPG0{(gYZ-frW-$w!p|(u9~^Ch4El{v8izs8Lu{cJePE_V`w@m ze23$mMzzaB2Q#{%J|OE$g$I}fDd4cU(zN`g?xdqV&hAD7^|pGY@?TPWe?s~Ap__(k;KvSNmac?_ zHjv>G%3pQ6Rs5#kg3J7oMsl)(ouvQ14MH&xt|n~z zkYBdV1_7%qz^TT(znlc0;l z92?%IjW=_1RuN;qRrV**wP=XNoP$7$91Y@EvHJ~}oq|_o7mK8%z1?@-(Z1b22qSjh z=q=)5=R{Ge1=Mv=YG_8 z|MDa3C#@MAB#_o6P=Iy>N~hT*elEt3Ct%SG+MT@g%D(0XvCcM<%Hh7SjUDNxvD8`5p0+k7X1_bLf;3`|S8_CnUrUdW^q4j8;i+Pz3Sjb_ zd-yBea0gly=A>D4z8&mN%Pt80-Z9o6&pBj#*ejVC2k3=0?$Z~xt-k9P`p#(!xtp30%_V??Vot;-(V3 z#t2?ytC;w*4@=1c)#Z=ej+qeoh5%49QrUxGYSx{Ce73(We?oGtMcWAOqHhc`>(kX} zeKa$Ihc!E-LAQWA$Jy;l+!FZ&XL>={1Kp`jh~QSdOKmW=Cl!^7BNMWc_`tTQu~@IE zlwOyl^h|^_ARnO%7_C32dX<}t92_1asxa8dM_&c8pkH~7x{j1oSIVhav$J;Gcv#-b zgs6CT^QI16mx~+BTG%KLb9JgMW)O0r_8@)g?(@saU9r074IhrmR1g?*E4(t)ZK=28 zBEa~<;$V=2`(hluf@8-^hcw4fH;SgwB!c2xeB|?{*xjSs4H;CT7`h^CnT>i>ziCK5 zhyCt=-z-F4PS#Oh#`!!CKyd#KtboBfh%wiRZWz#;(QSni}k%aXG7tpTQjY!?8gJt+hXt^Apza7@CEjvN!a-bS!veu zp@btC#IaSQ!>Om)jtIK&mBy?T4%^Io-k|syJT_duIK}&H98B3xSm0AbEPPqbh6ft+ zcx|{d_Js+m>38;SKscQZ7Y}^x83WCcU~opr9w_>EoKKgNpan1j7}92Y7fvHjTLp%- z<0fTy1*9~3ke4aZe)4@iBjv|fWM$2*Ko+)hwV*%Z;M&r#J7zbtv0k=92dvZJW{Cis zL~O$cu()L={OY5bRDNI@#nTo>Gw;RHPTPO#_BjlUPAEU>xx3O49S4_SszTSu0icXP zjQz(eMC#FsFiJqgu1Q3^86v{HTI$+6x?e_>O6|V#Fs?WbVzZYoS}HqKcFAuw&8Xuc z#83?{Ffgpfx8Z}{Mc~X40LB4AV)2UMXEiR0o9F{NLg$C6K}gall;asEX}^?>9ArLw z@M~96?O%P`98$F6TR2)`$Dz7+HYA1OvBe<)WKf|;MQ44VvCa?Ld`R2JQf>t@9|#WN zTBC7ioNxWLUnef6NWiPdC}A*8?MN5OJ;I<+3;F4RCJZ(?W(>*sxc^iJ#EmEj>*~h0 zW+W<#`!vF-YyV5Ev6YqF`=4K;YjHugFnz zdX#V0`|!`pin{GT>2|+p{6@?gaOSzBx6flQ5|Zz&>|FZJ7}6Rg0G5~l zN9U8FDP5pNIfL78Gr*_q;xq9aGBhtV;1hZfj3A6N=MEEtbBV^0Bh_Jo#FV&tV=!F> zUvQA2`yQSk@rJ7mO8d!`6jx+Q4@?retdEoVYuWo0v*F2&HFxg8L}`NZATqqT>eKfR z7$JFxl6w=fwisUTNFH(;5p*>d!Z*qDo##+vRC>ee>egy(0wq`i1pCe4r_g4PuVC*B zUqp~0turYHn3C-5v-ICoID|zi#O9_*LLr49v4Q!Lqw0O>U!tQ^&?A2anP_Xquq*O# zP}K1a%0%zU-m8jEaPpHt8Rn=sbSJYMX#8zBQKR9bj0V+46*N&VZbL#dH}W>iQ^QyiSdRF z`lrz62QW9B&C8HDN2(g>Iq<9tNeS60bE~KBTf{_?SWAx4iG|Z8H}nL3>SthS3}i`p zw+j?Mt_j=h)Hy2mD9+vcmv;#{)QADimbC;Mg;YX^7rs15Cc=WS%1A?9--6K)xD;QZ zM(-3h@-`!lj(9mDL9Kzf6{ws?zWC1M3D08M)J-HWNameE(>IF%VdrVX5QPodc>kft zH-?kE+P-c^$;v2W_E5{!KjU3#Z2Hhh)5A(r7N-dv6HapXBM3KMa7?0t?qWGQm+psY zC+Qg4lQ%G`Gon-6zNp*+ob`ymYdIC#BbpD+=zwusxO3Q7NXEf&?{}l?^~3EUMB<%_ zI?K59EB9Z!9P&QdMGua_g&(V{Dud9uo{Fw+TI4zjeRqfy^N4ag{T&+Rvnu4}PA-%W zC*;Q^ET*OG!pw37V>X9=K+O$AlQR$~ebkOoU)Cj%oAVJG9o@gO9F+yZYNcFhbz=cT@knY}NszNG|Q8{~>9H)3ir2A{5o3c*!{;vg75H z8K79UU%F5AIN095@QfBHXg;%%AfY?~TRCa~2ka3#_~5$j@SJlpQ)qP7N>M%#$q39D zKre-JD5rRFp1||cbfk+2`Ny$nn0}^NL`436_nLs@g^%&#kryR5Mg(o*5Z(%zg|xTD ziB4eX8nr1uVU%@;Bh+^+VV5w>1h#XMu~BE^^I?zE%|@xI>o&z>LIU8zz)6U*DXf{y zHrIR-n=J)bdG$9Ri-E2scEzdru$*`8A9tux{Ne^B4QPKy^nd2lhXL_jlAQ~^WVwZF z%Jv2K(Ub^P7(^i&=aO3bqp_ZXz1^k{$H{TtkE2>V((N0Qhfq`$Ps5(x1A2d<{U*R> zBs`n>M~si4x)!S*4eC}gvV#0?1!cZct0~s!Bs`}TF}(h$ROz|<>pGgjQ9Q(eXdWLJ z44^dXV^;r9|FJm6VNpmZJN13_F>DcI7gu4n>|K>wcQDq0EW(sO>C(;QPR&bUE&H3& zl>s@7f_BIM1C0#0jpZ9Rr-Lr>Z+_$I%BU#U@f*I1Rz{^YIS`x5=N4CSP&RqaM7KOO z(-)&c9soy=)jB>WYbIp(n_d;!aMRm|NTKN&lLtsc0#{`272y9=FPXh{FAwFoNrVPQ zE4izWVjRvi6eGEV>?wB>HP0PA{1}1pnpuqSOCMU6S&1Rf-~aZ`@7{&CSfsq$^t|M3 z$gPf2JDJT4cW+)}12K<=`(8%D3~I4-TRQScd9YxmIsq4?7RYI<8rE}|nMGLT0jBd? z31y04Qfj4nBgp?J;v=qadMHVT&dSzt3M~vJ)>&VXuEG{{lYv9m9SM!)-p=0riann` z@TK22e;Cn5inHYL;q$F8T3pbiER9BP-9NoD86AZa2stU-}!#v#n< z+KF9J)rSV~IC2z$*N56=ZHoRkg+uUsxJ88HT8A2P_Gwb{;~v@TREd>}l1qdE1%7{c zRvc5{m7sB4zmoU4h`fM|XwVUQygN{X&;UN`u)&xL<;RE=HK=ES4CduBmXLpKNYnb7 zxBqhFXXk6&47GYl`zfE66x;(NYm1-TAL(}GKcVHeHFfAsUzb-G=tRCW+!(RRxLc`JmJ*m>4ol8tX?x7PeZ1dp_Y)QnK_|JeLY@o zZ{v8_dOA`Vs|lJ)7LN5kfstnVydTuscNEU4Tx9i^jAM&UW}*w?jpkE+Mp2~l8PlX& ziH6b5Q*88GA=N>JMPm#+|K4k(PNZtx0oY!f_D9pjS}KQ)15HsE!X61Rlldf!iP$I6 z))~c}cDPZy(lB!uMqQyH^Z)$$0?pB8Glto0^L#Xhc`?^4>qSQpqa*%YR9$55K~8_I zkgcgi*V)B8wJpU``m7g;buS@D1&{@|hTF-pMyCtHnv!nMv{^0MpH0SUMqwkWH6`{u zp}i|?(v4FU2`wlX_fTjRWrRD0z`n?6$^K}a2JtF7q>o^)*xzq^3k>goQAZIYxk{nH^x zZqWf!9QW^NWY*DJ=o(Xm^BJ6$`4^EQJU3qABdW+WT58Bg0SJUYdAGTuZiUVjt8sfe zB7wCOqQG@*5~(*)NUQ$hYft{7JumPu8`jZCmQr++=u~I_8)vD=sOL?gmqL8QJngOZdv`RE~wr z^4V%ZKEV7ku&?z?>78QSEAm%R%fWJQ)@d0|V0Yxe@)EgcR=7KjhzHj3h(d?a?VJuu zb&+H{Zr%$+FE2(D_rQ=4c&=#-Z)iM7(mdmL!a~isducNU`{CiyjN8?1b-E0Ko`1_- z;GOr8#BILL5!gX)x9!Mls_DWh?9{-mHwl%=jjp_{URBzpzk}OEy zo*lx^eQZ@w*N0e*k_F0jM41{3@P`&C=qEfZcLErP!B!!8NL~c*`2rpWY_)N^iZ6o( zA}^kQc_*{3=B>CSTYD%CXGO=o{qO~1Q|hqkS_L9J7QNJKrz&Lmq@iPzCJ8d6*ZBrw zzzg~=EbRb#omuq`mVYhGaL|!SVu&C}`kKOJzwA%nqg9>;q#saKvJWggNS9c4x5i9H z#s^tAs4zGDr?714U^bJfK=In(7SAACk`{sk{T@YCmGiJGlDqCh03 zuf3-$C(cR>B>}q>+zXJo@**8f3pvTVXI_SYkj6JZH*6SYE=Fjn95&5BH(4TZIM$WMcu4&sd9+;-~>Mf1>k%p0$UnU8siYq;i8v1s-JCDqy`;xLd z35V$n*HKh)SK6>{Nrygq5xibq_dVm|%$65D!g+P_2QEq5ES#(%%M7>>&+^TxG_9oJus){w z>4gkbTdbbwD67NYRjsWWB}y=@EG=rz;bK1~QPtS_Nm`w)`ANOY==w7PDBN_4%zllz zjB`_C^O=@D+~-O#Y%xe0iy&YE3yi8(Tt6Hs#@>G$7-24JuhD)1YPI|S7G{Ds5^%vv z9~b9f`5go&;Tj3Ct3#0mee#Ld2xed}9&m-Z+?b7tz%1$2Vn3O6spDQ`!0MxX1O3ud zu^%pRpMcV4+|9mxrl}glv!L=Fe5tMA@Evw~xaM>bblz?Ip!?FHKd-6>AB2j3NM2&_ zk@s)%dZ?HV1HjRrk=e+RlO>_KANqCP6zdITNy=w6!8ER{d>m500Jm|`|H?njz*W}| zt_#=kbhmyNtjsnRUYfzDoFM!h!BrU6qkqa;5jDxm(1wneiOed)D$p}zYMdSm;3G@c zPWQ2&JbeFo=>pGGKT-9nj-Nqn~KtBTv1KW$o;7tsqSN&?xf|yT0 zFToKxHsIQt&qcJv?huinGFA$m2oOx?gSYfYNp z(i_Z*#}j*=0>gLXmqh)`b5I}MsV{kit@l!cFYv7G2`jya%Azr7AE0qVg=hj(>Yx6cK#1+e*5JBzZKETwULyCvz-TT z(3Df~FA&*M;*>nTwJTCJ~gRNu`XZ)NFA4E@<2HB zZiy0rskn`yGB0^9SA!az5tjRC1lG2+%sgZSiaWG--PjIUp90K=Ws3rP4yHn%Ni7Un zWM3Z}v+waYiDuS*IsPA`XF>ipeVrB&4)dLviFJ7rc z@F-THGMd7KDdH*0XwOf>@5M`9O_uGl?9QYY!i}kEbzQVhnu5Mn^&Uv{aPig8;>Jl5 za*QA!iRI-1xTOldjaj?))mSC^WDjz^CC0p+6@+;QhiM zneIhpA`8HNOA4eWuW{FaC~Iq}esaia-!_0##|IE$vMMnLSaU3k>>_M>G4f^SHYm#f zn;jp}n$&RCf$S^0%?mN~1%#^Py z7#>u&x7+9gY_xOgN2}F~1`7{Sd)pgpI^W@cM^b6{C`z`}ia-Ku(>CN>6bW;EcTETM zoL~2SM{A}jikVuew0}j*_svuuM(4WHWmQW(KE%kWTrHeJyYyu}@kM|UOlk_C&#&JSFd%I&M`l6u zul|7DwtwUF?loV%Lqu)q8w)uaPfJz@perSc(J_Xb1F0K932`yEP!T_zEY$r_p_xgCUz-nK-6@@=MI^QS@4>t<-qXM_B0 z+TY-(29v`s?;f?_q7GH06K9bUhn_*b69@Y6FllTi$^-WC2SHsmQXvce{^!I=jc|gf zBX%$8PF%;p>8ar6*#*aukWFId(e-BBp7YsJ>@Wec?FLk9D6mHFotvz`V+kmho*@!r zZkC?3Juk8nF#jw`gc1*{zE9XWRloLABbfX!=7MhTZM2mO%&5KqqFj7&5rThh^ZUfX zk2BeZ7!uCZ3ZT#KWm&O&NO-&n_o&<~#t*NLVcP#;Uxkx>m%@3N09*V2N>WQK1ki&h zN{oKa=5!PUH@JglM1Go#EXLK=)|=R<6q58R9Dol|Bq6%+AV10BD%mo5ZW5Z`JMbjU zc`+Wl7mqvswsfvO8&t(4IcF2A-SlvDx}hime(k*H8{`>pNS{)a=bHpWRL<^Ag4=Od zSi2~-j=9zXK|&pc9r(>34|9?`-CFJm;Q5SbZ})r0b92BlJ4TCh&*Q>nC{!TTB<<+w z`uA|t19)-ErBDff0_Q+ZVUEruc|yqxST`04Xfnr&x!6NBPx1e|$8sU54*hM`=7?Hn zn^L5@S(>kRSHL!tf-WVTYT0}6YeL%NXGTh|At_M$q)XUGMwoO^u#PxY z0QR*)L=B9Mobl;ni1#^2NBPqWR*o2ep^6KB$&}6Gy_>wL7%CF^$95`KsVeAKsngxE z6*8)oQitDe$?pU zC1A#A3<3o?V)9Tkuw-@CTu_GSJ-3=5Kue#&@5%Gm&)=`0oEaR++A|+ht}I7aO2E~M z_2}GeqGB5j7+SVzeDf3o{QI`xNftLgSeSpzVj?U81Iv36@yhkmfyAA2s?s?J(67^4 z{LDNMON4Jjfi@BaC z9z(SD=yd`+F#j1^L9b)&Jaa-Ss%6YOn51po-7sS9Gu!wDWbKOEAVvL6#t{4&`KXv; zh)^9R0Z%S;In$D@L6i>$+jnn$;iFyUrNJ#(*wMiFZ--WPf<0;MNNW$nAYP?~Vwxw%^imJp^n6#T^WJ@m`-0wwQ1_Ht5al=7SQ$#ah5l8cKktxX4ns>| zgI2E~1io!0tY;8Stm%aqM#!-iUh#*ex7eCgE3Bx2&bJC$1Efjcs+9@g${TY^;RTa* zdunhFAy$?1D77#B09XNs0I8Zv#bwcIqS(W=fd!XtshlMRm~{ihLaE7s)-$N%XoV>H zKH`!Z$X%`b&~f5NYjIT8PZ#<+HM!W`p(PY(N!T2<;)vq(=9lmp#q=~yYxAPZI`%7s;);c82VrKE=NSjPUTlW4J6Y!>& zn1hYtp))S61?p|_x_15p$>(v4f;{j1K%Fb%hrQ?`zqZZ6Z!KY!&y(@zHG$__$S!rp ziGOj~pwS^0U^@FuerBWe2ZLCxa}&|HMJpddo+Q$S9#QBYa;*q3oBl=+*j(Q2+!ZsNmF5PY6hz4wOMNd%UGI*4Qt7N(g5l^RF2eXCh|TEUZtygi2{4$G|D1rYezz zI|4rE{`m8+mJivv34sIJw;uB(0h{LrbosxR%Xvr!{mOt0CDzPi!I( zrt%P<8ks0ufFy+7+AW-R^&HB~xu&8AgI z;BucI@LpLyUBqy!`qxaA<~A{;<|Sr4E^&1KZWr;A?-4&y@8S(O=p+RhXhg?X1uWTS z0v%yT)lMq=ca)$yM0JLqF2XqRO=g);D{OOXqXkSysDe^6;olrh*sj)!C$b>0nj7C; zriy=fb9D%&+#lVnRw_%|1fjRMuDJxbuRY6($){RCC+cv~kt@H4#V2dq7^lLZk0c)d(z0wQ6$g{{JJU znfMwiN;0Ck?_#g|+BJ9^*{;k_&qjC;y&k><8rPMM=L;M)IZ>^W!hqjp;^77VKI(F| zG3!3*Zfh5(GDP!cD6sL5p5PGSt`FnzaBnlj?TMdaK+bGaTRE#*a#c0=nh2XH@|zH# zth4a2A{l$yaZUY>ovbK8^}xREgEsZp|zwte+}9p^6Hl5 z?mQR-D!&+#%IYiUaAN8=2qvlkg*~ZvLbR&~6v;*x?p6mFV=@lWBkJ~@1X3lw5q z%f}{yJ~1~AlsbVW3Qk4~?fRFw;O82Y#(18?cz}sue?g9sITi#JqtmLVXa|fhhmBE7 zrOqEzyjC1A`(@cH=@qA6-WkehJUi^dtoWQIu+4iCjC?@@@_GuDWk5}Pjx1JSL;|%& zXBPZTDc7ul9k}^h5-u-4Gq_|U(>Y|^0I9Y@kwTU1;F*?y9}t(fOzew`z122q_Np&D zWts{?Xwh;H&Wt2ITta`ad7TrWnO;`{L=i+*80HqWDIrtc4b@rpeyOOr!wB{GAe)e+Ju;%CbLyL73k-T`JcQ&wdHf^(7X>gx!qmW#=&-N?_NiN zEEOVwv4c)3HOW>b*J^<(xy0h|QbT3F0{9w8=)Qm%wG7qI|Br@KVaTdp5qA0}wSADy zsv$_dZBt)%8_;I-)wT2S`D>L!CVP(w!FoJ8nZ`UV?Bh-g8K0g3L$|n&fNLdUf|{1m z_s42ivEL}cY*4`s5;w0ARnNpv^Z90*zfen@{a8iREPsql& zRh<=axJQ9!d-F2pOTnBvKiUmz9^x0SF>-y^KZXE7u0sd~&J61MBc0P`2(rYd$J=HC zwK&!`TaG?&wxu>g@LwNNN$!eCSbWN= z(e>lTN(eIdo(;HobbQPY$2wh+KGC|yI_}?%ljLj<9KcLh1Pl)AG!P;ymoDh>u`QLozMy# zoX%iI}q z_`IqPP?xwq{O+Jf<~H~x&A*HI5eUVNOp3fKA_h_}B7zhm3XatgYSO0f)ArADBp_v# zm-SunG1)5vWmMf_TI8$y3^X=Qv9-KSxi?2LMExi@_1vY-wcFw-NMGKfj=QwY!PWO1 z`@D=9WxSkXy3L!<2vYbgp98%w?(L4|FeVI0pVPB1V51376I#$t!dYYF664Eg-hA^f z?g4Bh;i+|edT`V!l^Bn|K?iS-&|e6^dPh99GMxK<`uRzCUtf}saLWS2KV+7<78jb6 zyvO!^s_K7`2;Y|zTsr{y0}qL!G`VE<*xv=xO$sx;E?dsCJ1tbUqi@759iW55e+G(v z+B*Hf%BW|b{{a9(Y>e{Ik9@NWwVwy`<_D1T;=C{KXgv&wy zl_){Lsa>`!;e%q6r;gc7mjrjune1Kms_KJI)3{c--s+>deJQ^@?ybd9y85p}3<&G6 z>aI{s8NvCcIaJ!KhZQ7zg`diBP`cYyCowUSCMA%xn*h2>+{`*k8NWvOCCV;-fV-`q6`)Y=Q1ROEC*QxADdvf!5(Uf1%oU5n{wz4+;9qtW_Z^fu6J#M|vi9 zS^dvsy`n2Sb=gdKWqrbko7c*sDgI994k=S6vrXZLPGUvWVpT*API^8EWQ|HR{U@~R z#|mx=_rt&CJ|W*%aU+()R8k}?<H&S0q=ykX%jN&Tp=sU+Gad#Ez74*e24|52jbGv z*g0NQgNCtap5Ws9(EZ|u9J-t#HV;5h83UpaaIXs#hUU4g0O+vO`;+>drYc1C1et7H zEobA&O5iw(G%WcEwvmW5k%8)6lAWh!`XE_bTqfMj%OU>QYl7A&JU9m1-Rrfv$?*m4 z7QtX64+C3bUSemu{_q$Xga^qZNd+B+lX700U%BJB-!1L_@?W&;L1!ICCa1W$N?LO! z6w#waB2?j zV=%e#!)toHKGRK9wkcD@wYz$t>1}U&ccm7Pn43s97=Ea~{1=1JDr1@`jy3OYI*+J*#;8vyYu!ShXTMJ1A#qdJC$gtaaM+<8e}V)@blop z+4C@jZr74d2dFfS+$0bRVTTcOvU@7|r7a+oVI#Sz5is#={=3UOUTVHEeOcI_nxP;6 z=Tp6@?TNv9eM}*GS8>(+T*5A$Dhd>&|S?7sp;$o_N5>1%h84bQco@s=0PwNyrq1Ef_PN&6AvWopFY&|{t)mvx~ z6g(7#ALrOJK2J>RFky@A8)N%ZH{#MUYhILcil}#2;$yrcWC8!bUmy03&~&2NJj0vM zJ8ry#js5c$Xrol*i@8N^$~!AaU+myVKlNE;fV;+?8rB9?!C;e`tw$mn@anL(-l}PD z!gFV+b}le7k~Wm7-yh_$5L#SyG3^&hcNfE1SRZWP&=i-vz@5?l9tn%0(GDrUx0Ar1 z2<=wF!SuRqIDn`LI1Xm1;B%z`1-TJbao%MOMrui*1k<){*0s9tne<8pg@h6U#O-l8SXSGPo+mtZ>*aVGRsl2hz`iiZljHZOam!K zM)qFUO(n3Gu#B6^0u1IKnHq1i4vCz2!c&Mv93YRm+2s`tT+B|E&C`lfR$vPZY8H^2 zf?7SPU0f|Z-xP+BTH=15W)}d?<^N<;qF=@AQllzvNwP%*C>1#w2^FB=w575G@bBtT z>}7q#V(~UjV+$cmHBnH;ykL6^ya4Zy0lMtkmc$^b9+$9*@*FOUJK&r>@*d_qDy0ZN z)E_MbkR8QUv8jv>%WyiesPd)?EW=9|Gm_+*+5UK(N=<`g+zt{ZfJ$#cX{saD*rhU) z*b~E>{>S4Yz}X(jxJLx@RLrwpGP{=*{cb^8eJbb7TXM^3vpkfU5#~S*0A=pxz7`I3 zy36^uaNL8IxAYsO-H&&85EE|fjKInbHk_xMPk2WtLkETyyI$h+OF|QeGJb2$TT?k+ zs6J=NwyasOML+EhXGk!~9s{k_WeFaG_S`nPKIFkq*b@~nq&3pC$WF4yr=8LqwI^2 z)vuLN5)#w^NB{tU1ONbm0D%6H+dl{TzZm!*gZ$Ih|2fEib@>4R0Q|rFpBf|}Pyo!o z2>b5>?Z5heYS917|H)ze_nzHY1A<^N+!|M)*WIR5p74}kq2=KaV1 zfv^DZf4b^Ft_cAF5dP!fe_R&=48Z@#!~gg{hWJ10?Vt4j$Ek1ufWv>4TZ90>G9Lgi zqYD6xdI11^nE*h02LRCU@9`_&0DvM)AV4-d(7&Df&-z~@<^O-j|H}U#p;v-b;6Et_ z1LgmT|Kb1b1pxqn{xARAs{he|LF+=$|C5KT3xNQj1Hk{iDj+~K2>|v#(ai_+e~wp}RR*j=w;x0aE1b+Ti#ojlv4O#RFH4?MMDl137Tf?$ybv*d23=fHws zTwCMP4EZ}=or?D@x$&icL6->5!1=vzpB+LWu?CKNN^$z8 z3=;TuunFtnlkmGBGZqdHamne8xzbT32@8mI&khFq!EtD4Zg z`6J5@>r9}c`~0HY-*kZ)_7RV?LnZGX@kIg+D1LYEa4M7YH1B$m5n_F^l`1{kIjK+{ zs}8mwssBM+)_Gbn1H}d_2|w){E$R6asTws-xP=mIq?A}m+Z$!V-GaQ3WTf~zs3mgz z5Jy&P2)?bmSyus`QMVy){}(l$>EU+e07%Du;g4UZA9NE>U-Tl%sCDZngF9$!x<#2I zE=CZ}mCjI2q?Uvl5~USMQ$Y%^Uu&fpm@U)$4i#MmwV{rSuh6q2M+Jat`WiXd)_!|T|3`L?T6<#x8(0)gxu><}5?+0}+oi)idC_R41!frzb3A?P>C8f9FlMxn|CV@G`SZyJ##%kSgE*AhPn8OTdw5i znQ#;O)#>x*ybEjL4^!O_+e}#pqrmfSQy(AX?Knb43uYLj7E`Up8?U@<&TPc?7vVpW}A4~3w=`-Rxxud-@V3)hR#4-MX0`=a_&o^N zUNF1x-9p3&6H{T9Z;e$@5Rq>$0yp!hpT&<9Mv^|q^9x}wi@3jbgq^h zE$+}D!e6{imr37NqhP@%UgowG)^Dh#;z^pnw`3e^wN-%}1K8~Kb_U^5SZ?yh1*^8N zQuTPm6=MfPR~(u|lpxZPJb(Q6(oc6T?zJm6<9N8@2P#=0L@qgPyDNQ|IIw(1i|R(^cQ zRh(UxdIIl?3S^{FLJ^^{7NhB}4O2YsyIM9IZe6s&oPNI&LM9eM(qksJo*fOMcVPTR zFOPESj}7@k@~!~?b)~th;z9Po#3e6ufPiuf@e$I9r$ryi|H)eWsUtU}7t7;r#hDI5 zNln_+S8TZCRMaSHgm8^IWn~!2f`#5a#jv_DoDCQLw0)I6M5i^5=c>LOKds~Ky8l9M zs5K3J>+F%p+Gnx;m6UvZQDwI#$${{*jKG4vb+7?P*FQC&DRsSbbETq+u#saAjn_lJ z`#J>0l~M=ZszGzbmhV~((hg45$eF9&$aC~3DzHVLvj;OT@WURjb@uO#mRXBqGixRX z&Lb!?y=R?cJn*5tfX5CWfAlG;7h_jp&txr~=j-$cBoB~`Ce|448YLJ4kq+S#VhkR7 zG$ednV3w0hYu7U?-vntf|EZzpx|IWC_HULuVZaX^yAak2oe`n~UTTuG!>giO6mq+J zoJt>}^;=Gx1AA(eexDF5DRZkM38Wuwe!{Ta9Kp%ed3C5!2san1%$%fuA>r<&RYckvxQ^XBRvxfKO}hlx>A#iniqO zi?AV&5FT+VlPz@}Q~pmakL%}!wg}$h5^raPmd4@tyahpYaz6KJly1YLX1C2E>*czq z;aNGuxEskU6-In)`i6medWmVF%T~3f^=y^zN7AeOO=8hAIL66tav+|DF%pz9z&p_5 zDA$2`e?}><;v|`udTYBzljoJ1rS*YyA{r©tSx{AJj=$1`{;TbivQ)`bVH7-rm z9%R%6Gp;vyS9KSvQ}`}+YX~i@K;v&USUXch3aDYg@a^RSurJsqEFGc`_1H3|&f<%x zFIeZmr(i|Z#>0T}Gh+O|Gs55EO(Izdb zcdSei=cN^Bvo)j7%~Wd+UGH27jpEx$);e;g6UMPbrZWbXs8q7!Z&Ssq6Ghd3C-E23H%w~;MY|KKo{#0+yF z=}qd(UyUuQkymRtNh|vJYPw|NxnZ^*jP|y7>Jf-6Ah3=>rTpy2m$s0LueGD?={}cb zuTt!ur^~JQDlq4+D^~#yhZZBO3M|vL$urmW>7}b$3AAjefS_l{pPB^_%=)Vw^H+uG zD^oR_`1Hi`@2Djt`8k$va))1(fx4RCfB63Fh@FSFX^C6_my%T=e zY{x*qhG*G7KyKbNx>-2|-@^)C2a<$3^0>Q=slJ0olRUfY$Rl4G_^D^mXZvFJp^U zBpD)FF4qpVAv4g6cp_%J0p}I6iIvY|ge5C!P(1r$pj(Iqkph+q1HuJ8} zp(HCpF1REu(@5+alX;Bi>vv2AIA~frsHKJ3!`k=-ffvl7#3Zd}-f_Q`&N~s8d=mPs z6c)#=+mkg;a6)n)LNU(A5um0y3PJfpW9-qrsPlnDzni|6anXikyOy@d!0rk?!}2Y% zJ&ETuhQ4PL zUNaLz^uA%%qTYh%9`8}^{@4S8VWg;H#o+xN!|YT-bj)PA`QOEML_J&D{tlaxLx9rv zkWbH5Hs(4PDsz3UhNp78s&4#-4b{Ut{>yQo{msr=f+j19v2Z?f=&Zl`0;5}9|X-tYzg5iQXku@;=LpHJnEj3Vx zspZ(_w(gnKr54ES<+LSemLvXED0sH3m=CNZx2Cic8ke4ELctGi$wXo>{*PWadUkQu zr@MvhAZEldC(^*JQdM1Ll`>J~DC4MMpfiFVxun)4TGS-~DB-E&Ba*c8qy#pW+Id&i zPH-X}hY5+S`Kqbpsu{)kx(SX~PH%htM+`NRB_xQ2+IsIz$KjJ=}swlF~DQg&AOy>E&2JkC08UKWWOuhA92$QaWx3FdLF?Wc}I{rj~eX6 zT7`MzArCK|+nBW(zwjpxmg*DsHGiV}Mym*F9grJS^m4oRBytn;ik;|q(pX)LkM~`u zQR`uq<&3+fDKe#egM+UG@>`5rYG?aF)t`^Gmt5uB5-IdHuLx{>Bh+!X68m}cZCQn- zz$=4e+gHY5RZBAYIHV=J=^OrqE5A$K9cv=u-d-Go%$uKSqHO0U7;Exb663n3Oi|1D zq01H?D1;;IFpRsi*LrqmPpPUHS_)BJj}X0Dv_82vER@=H?j~TtkLyZN>7j4t1!Lec zkJZCl3zav!B3>QlVq+8ghQ43@`v|Dv`tP_k*?R?P?f4}J zYHuxrD}C$;M*|sMG6oQGl*x4T5Z-n*1jJ!9=EKpO^BR%;vR1sTR!(UDZ1$YLs|+Ye zfdB!1>Qrxz`|9eItRjKvSP9{B=TV+T7M8!~D1Inbg0nkB=^v<%`^hs}poyx%wW14q z3n6VwB5Vs$E=>194k(<{-Nn39JF~I6D)S}{yASV;3{#lu=o%ev@$crQ8zz%R`5B>_ zf$8Uhw5E|Srs(>;_vV{PkLX9qH*?M)#<4)?9<9ElnRHX3`2FqaF`DF8KkvX)>+KHvhJZ$GgRCm<^N+S__ab#LS2 z$LH2)IH^^=+l{EjEuRTAd1KsJ8Bt|?XEzA;1b%&%>obuM4 z#2rfh?R9{R2F`=M0>%^+k-U&t$qf}LZwrs9+H5MnoK06dOJR6arC+B5zBd87WW3tQ zFP230hgT_NeVi4lQM!F`g1|-)>-1gxzW1nH2RPE`qThnuiVn_~#A2re7cHK9bBPAT z%;a^Wrh6y^{y$y>mF zT2YM*&ti1aW2M%NgOHRas>af0%yRDaEX@x#yYr7$s!wQcR&OOjR4&QDC2{wj9 z&Zj|RGc;nk@mdSWu0$=c=9kO4{^FMsl|w>AQMbDT`uN<1wKo5Ayk z!|8sZZtJUu@hou2lrV2!j{G%Y^-zxIL=g53lggop*lTUJDiJLyryr(WG)@{P;dO`;instx5{#LT@Et*>ogx>Ts7 z#7iBiUPSAzHQ!(h4l-K76e;nCOLRms6;(S}YNAxtnENz(?s6gx z%bUEWNE05?tSurbf!VSgNQmK}#XrKFbSM4Z_pd3i^DarwGOHHwt#^w3FtKNSfA1kW zw$hi`PFkJB6~mWHgWgC~r+V>j3wjY79I6dMH~xzi4Xp|5_FgdxC0Yk*TO z1gHIJ^N5u$?Pkw%G6=exk!0#hQ_)~gu}owzb+03m1}Swn5otvIr0ezEN9h)g*q`SY+0-Wv-;3EX34RN@q_$3B)v5TMSFGuC&c2&e zFAk#tzAfDVO|k_s^6yI?B61uko7v)S`$!D7jFqEuAMIr!L9rcAQL~($pEUzc`4D_9!lIwI}J>6Q34smHK2tKm80xK zvz;qS{&5)O#u22^mcZgl4L$%&wOSCKXaIwSsaN({x~bqEFWYIn87w2WclBY>#gH=? z-of^x!)h9U^_zuXPqYE*>;N%`Tn5T(EW_qgS8Oprmj?lxC{r+$MV7%4TyU3><=2Y#nLy= zzk>z?=L^L*PU)A1P;yfE7LMpg)FTaq%I`#8Fym8!%9o^ z14XO6Gb~uB6f*@wH-BJ~CuIwpymyH}k;CUvrhbDCW>0;EgQtcgyl&$h{nSO#{;f{k zFGD^{FqK9-8Bkq&8XTIuvs`{P!HJrHU=_RREq+X)E6`CGoB>lGx=l3gy{N@sRgBrgLi~t$y_9ca%;*rJt43`49 zBUt{W+HJJQ61`9d6^ClTu6(sbHUU`qfJ75wdaGgEJ4^qTq`2#Z>E^rd3EXpd{T+D* zH1gR-al%k!RFakDaZ`d?1_lBv%jN?1%*>u2ZswYwSeN`B>}?9dySJCsTe>R>J>H;<4(tX&Aq)yH@KD?rSuP^zs z8svcmOmk)wUVp5EJ^UcM_@OP+jfHUg)74|Rrrh7qX8NHc5!MAGHm2b2O5KoEUcO}O z;)4c$k|E`95fR%Nbo?jE?B^pR)i``Fr%|Gb#pIfT*Pl&gGd9YwjJT@fXY1lDzR34o7< z0>@GBsQ8}YqtaMBR7XukFMN>MTq+-Sd%pKll7T^5n_HOio6TdBgH|-F__vU+fUy<# zY@+3L+w{C&q+%u|RPHBe1u+*)cR#Q^b|{2_PC)N3jk`MlMSpNhxpUIt(IM-r&w8Jn9*`1Fv62U+w0SH9yVp+OJ~o3*!ts_$<8rioSXS5{I_=>BUE9 zlh174aJYSVV*>$J5~$c8-PRz>+QjfCJx#s;3Li81OAe>(~-qjk2+!J={zBnmY`|UMP4IM!i5wL%4%7}Q1K#b^;VdwEl))E)DnqI8|K$m zJ)gPr$I7CKK8~e|y3dvq&ByNrAs)v|ZZ)zOPfN-GPSA9S*wD1ez_|Tr77dZ;=ZQM4TwDr*J7^IMc8WFX%=M#Jy|bQq4f45(oSrxEAu)~rlvlhgN#N!AHHYaKrH z50$59-c$=&5|^dyoT;0()>MqwvSf}fnvASMb_|l`hF{Ee|JO8?r`7xJFT0g2*d}n~ zyuUCHc8ZGcYwHQHURV2ZFsOvLT5K`$p)>hUVntY~wtTT4zUsBJeEL#SVIJ#O6rezh zHlwe&$J#8RU-CZ9c}b`%MW{s|7i-T0+AzCmf7+vuZ_nWKd!y&;Dpf+`KVUQLHNi?b zBPAX=mgs_H%)f`yY{7|gKpIH7^?o^n>ECWR=xiUS#1`F>s~^!vNy4X-holvS%Ya{T zz2Um>^|je7JjNPW0&%n%UB;ax+38%*8klaKBa&f`)E50dB%^X?MFVj?@!DD{!o!@X zN@rNEQ3Uk~Jc5oweVuFz>5%O0Ms_!Em$KzsCmzycve0>oj)A}v1QX1ruC*(`k zgS(!U#m7iOlrXI)_0tb}8SV0Scq!9Mq)h}rM1b#yII82Yg6-*=|BEZrW}biCVNH6#qI#pt~rqW_CW8$#=3@9HX_{MbJ~zaOZgBP!w##)}E?0r6|$ zpxxuPKVRoF$~*~fnQy8zf9{f)AY9f;Aq664OLC~ymnz1u31bp$8h$No01v3NdWa5a z-IC|sgo2t9BewB#-MJai=Wy$dfGy_91u1;AOyiKiM&qC;!{r=wL3X72wLEn2HDb&1 zUzQX!9D{r4_9^_BWmQ#I*do_BPe1GMSh1TMBti+3jiQ8;RU=8VTvYn4DTKnNCBz?iVDsG!^Xbtkek*{1 z)Y{a*dTT~%yj#0sM(m7fVTK6^=vwSo(w8%EdQI(kdB#;%K${_aZz24;rqR&@_y%e; zOGOQ`5R5@RbsCFgpI%GB>u{&Z%lEm`7xbf|pmIW?^|kPr@)H+h6UwE>ue=p2MsH zRRw0U3)WCi@$n&jk4pJ=)bpvctMClDP%w+&M@;^$(G+|~c#F9YzQNQWK5h;ENVM2b ztC!qZ0_Q{-^ z0+a;2V?2ixg}gUi19AaiPQ9DxUeC)uvhE(zjyaO%XQ(hG(hV5dibmhhpR}u+qPC$c z_i{NDcdw|%d4NctM3?3%CDZIF$6-?zD5g)s0&We@vl;%X;JK*|b7xAT9tH4ao7c2g z?NZt&^Dc5e&YiVr{PD;~Hr8xc1i?7Q;4{<_Z+P?&|LW1RL(kO**fqjh&Ev0s^RBTQ zw;>>~1M%kgWl}>uJF^W!T=(~7t16Tfx#dNOCMri21fV({Y#CxBDfx#TRaJ!Sm%E!K z<)o0oKePn28(?BjPSJEm6ImfFa|kqYTycyhk(>@+fb*NS^&kM*V_W7$9$BtUGbaMx zpI@dF#*zlh-(_hk0+>_D6U9A1S!P!E>FsQIF2ARI?^p%4i>7Y{a|I_u(^t1ua>>qP zAckZuLqe09DerLa1AW2$J~w}iJMGCHvI;41$b)>9pP1elDTY0H?|4(N-#OrZ0xAfA z`6Ub`?0{xw@_$jEJq9d^-p?+w&RG)DC-W3<%&+JsnE$!d?v{jW0%Da9-hy)BwS0F! z4NIfB{KB_J8qj}h3C3fQn_KGsSuJa_Yyr;yDyy)2yd;+iV#%j^sTKIU#FDJwiaV=IP@e68NsMeW+f`F8oa{gT9{? zw{I8jZzJ2(uTZMiw2hGXFd~4wCwy2O2Hh0Sfp@_*+}6!9O*gl zFlM8ccdBVuk2Od;58hg90F(B`e(Rx-#~{JWfpJ4PQ?K)Sq%kgLGUQnk$q!6Dlh+t zx=8LBnaxZK6*YRY5e;=NhgqQxH-gUr4^Uc3GEBT;3Z3JYI=8q;gpsO6?dU_ITm^Q# zC!4XYrZkM5uv9EH-9u!WfyfJP$f12djNwep@X{=YPlLGkyQcVOh0v=qM1PgSasqcZ zhsn;Rou&ij`1mc|(#s7HA7HR3WxWBt+a`hWLR=Bf|4sshjS$|+W zBWdIh*A(i~xTX{Sb~U`-z+dO)SgBI!*7$pq)i4bR$YJ66L(Zwr^K7Fc*%ZbTb2a}| zVMLv72xytWDk&omQ0eLGZL3A;|%6=ZvGS944YT;M>bsh~FXjq&Ku` z$x3xYj~xRz%#iAR>jDjd16sdTlX?Aj4smoKVrfOcalSL$hraW81hvpvyp3|B8V5f8 z9+r{NpDsYK)L9eM@WOwlx0PDv){+DPDQ@2^>%d^PUf8vD@jMsa_VOw(bMA=+yoO%X>{*8JVh72&o;;tg~78lGi6r zCTIt`Db|w&h{NcHB6j#z9*~fbgTOmB9~I$j_Gw+xRGv-EUUJF3so9)j-&skoy{G}X zZDkL4$>S<-8+g}T+LvwI%Sh8Jv*X-&c4@g%0+3MP_8WMBv^RL?%a~gl=H$_}hYmPq zZRSTUf=^|E06~9atfbr#NXlQpv17J=10VUs)Ke2#keiXv%q@%PCX?o@Tc??6hh-(5 zk=Jdfqd*@abYe*dK86^1Fq^ApyU}_4y=8pI2^R3Q_svxEm922dI``&q+P^M85n`#; z*<0YlnkbNsQ^Fr+V~=R8*&v!XvaL>R_u^n1Ec5dxxe!h`gxc#?13@sfS8!J3!w7y< zN$kqb#GY70V#crE%N4D;V52Dl!h&Ru`X4}n*;ci%7pQHDD9#=%sR34(=Ss;myKiPeX^~aqN zz9O~X5?LML-y9t4E4?Yn>rzWF)|c0Rm|~`#d0Ic3;9@$4*y@HXrUyW&fJR-S-s)Kf zyfsxH)&G8@dy0J~X7#3dTDs@xdUv=={H;l5dCZ>xk}cnoM?ZD=M+;A-2~-v*iPKh< z*NHR4F5++t=9~zs7Hz^)Nu!XC(w%6|fq2qUk=^L>kLAODCg!Mw94~0IS*NEie71>v zepGS#{ck-EwaOb3&A-oWr1?I8b8Xpvd^J=j0|N`Dv1c=-vgWWg?o^F$g(s0Dat6<{ zu+&G9M3qn8|wP7C7dT!Cm;5d~h=*t}D?|w@}Hk9{DsdOKe|6xNf)N6!*URmjD-hK-;$9NlR?SMR>d09 z3TyWiFo|BQD{#v_T|H)w^|^zBq>rhb&U05Y`#D(LPVj+x=NKm?Glv#XZDq{nn_no+ zRzlDp6=+U2GdJOWVKN{D*eTz`>+?j5bFqhMTt2Ky*&2P-rSp!Jb-5@G2Mp`nmBDpz zaZn~5_=9W%nKcQdRWb^JM(l^dA?Ru-aB%8oLonI%n+L4&Smo;$y=6;?v2lJ$uSq$d z4JQkYMd|x`e$-|tv(skaiYSSWHerRY>8#qbNLNYA$03jsiF$jP=O_xze2ha*k_Xh_ zjwlzEGI%7-r@GNb%~`{&76HI4dmA3f@;Pkcfs(>|h-L;721M;HE;CQpyg+pBh>5&hAse^`-A z=;+jFszd(ni`U2Ex$`1I1+CK-bCCw!CZW^EcNZi|0ts|?2QQ;9*aM;$5L6V3SAy-k zrp&DLv)t}X(p>9J9Lly5Ki5-zPMbkGJiAGA@++dw=q&g7SFxsOr;C6OG?W!~(fqD$ zkaaDF=i!wo=t%Ei{4$nAaRHB=>>-Gav}D-YA?eo2vm=`23`0Mn4-~4B2wf)PcHphF za${-OPLK!HiF*+I3clM_$sdf#K1#2&T;L8)U>`BsD1p)bBcToT!z2aAJcN$Qqq^e` zMpJu5;u7yrlaT zm60oV-5>C_8bg7^7gC}6IJh35Q7gF8gXoN6|FTW4N@O3;0$P^sQd3F?!yrNy!g2VG z{6@b}sS|xlD{rV&Ejw4=3Ip`)FBKnQX(GnI{2Ra!^j6hv@F=6L&z<**B_7Nf#P^Sd zkEDr;uR@kOwaPL-k8q#0*s!BA~$#j*u!nUgFq0~q>)5*=&$n{5YrVCe5&k0*aMF^m%n{`JDp84ye4nVVG zQ~2EZMoWF`TRkOtFnlcUEaP31;x3H64aVfhD}|4uAR`C1nl&Aih#ux@bp{l+t&2fB zAdv@UDD0yr&1>zWqW(aPrgXv1onF{*IbGQpyg8Yl^)dIFhx!5qyed7O?wVMtaX1&&az^66ns( z*`x$kJX6juG+%*O@FQTkkTT<->Kfx%AW%M9ldS?WUoLH1VZRY>RC8f_dj(t0oMKo$ zFB=xfe>?T*$d$^*vNZd!)yBczq)ux@BFChh#Po!JA~}cSU&d#7VN}A*_%ojNQ{}D? zxwCkn&sM~v${~PrlyX}Ri~w%@UTiATagR!3LSZM<6YSTlu3&XCj+q}SswS^i5L>8r z2^ucy3U$Pmnz_ZmygQ$m-5B}O3Gk+2?y6z8$2S|XKk47Q5u2*dT$&Kt=L0q$*Xo%E7ji^lq5Nob{;=nq?gCQT&LA>j^0nwSTSV zT(fpd$hY*r1z&4eDs5W8R`WEEXxdb?BzEkHNO$sBcy|PZ867mONT7hGAPj)Ddr?{I zGxH?53ONP6Jf(5%uJ%2TH^`O^mkFL*?Y$|spWD0cEt2ndE9jvez(7k0h=`qD(;1;~ zM9OG*c8s&~c zClB%&Ao@(n1Mt+k72`u?gLWDqLUUQ6Bac&i8y)5T;diH} zm0c?bb^#*Noa$mW=6^6H1bvz^WMZPH*s)B~L=qGaFpnE;i!6_CV|$j+0>so)pVs)cKYP8&`WQT~+T*WQo`pzdeX=F*i%r1nP|KfxWSO4l41Lo z4FdgmnZqLIyF7NBE(D!k3%twuj}z{-as>#|d~tIB+&qP-L&ulFPbRApkEb(}2LDfz z^UbPO9}N7`O^ef4@Vcm5tlJ5Q@V2VE4tZu}5y&YA;?XRT*1H`k@05C_yu20*Eg3C# z(kGWhJeDGIJvND3BzAzei;bpL%D^o9NhQ~P&83S_z%&NB_dzn4s13v*4Uq}m)m$Um zatz{+QKL1?);V*UYWZEzLF*oQE%@0jWzbDYHx!|lBTQ{!FS68O(Y)L7d>y79Ck*)C zY91yiZif-@&Z$!Ymu6rBLAbC8+sd~Xd4(*Pc+p3{H=7hvOlH!XI*6vekF-^SfI`(= zf{FJQRs;o>V-8@7&eTey6te>8a|4bGS16isM^z=o{h=nT4*`*@w#iX{<(t>9j!lPZ zt}38ec5x3dcRe|hKQcmr>>npp4!~QJYm<6<);}a$S?_!jpJdOM>Xmn{1_-X;2Ncn` z7ODBL9ZcJG9S;Bgc>r83!8>g2I=Sx^zOxNgE%C&ZD^;!b z%8S!7yUtA+(L*vOe~2=GZ<@F*_(wj*cQ83`l59eQP&uE;Y><(My)Cw?dw5cv@V5NI zbh4f+2JuVMn$2Cui2izm7bE^RH<2;{wK}lqeD79QK|r5$rcCd>-vTWKhFJQ*;>nT{ z!u+E9DvWMA?H3Uqd9|@CbcN!sDc>5eRyA9N#_8zF zDa#tXgJv_mFGyj#inYbn!>(iwNZqLjet9a5Mz+0|`MU3g5uubg%7oHeL}*{#d&mR| zD2@B^us+i$#QW<5qW67G`HvBW}X9S2P>dUm^!k03YDR@i(%XsZ{{uvDoqywX@USlUAR)c#{9o19C^+a z7(Q%J7D)c>AO5Ii-2fKexy?v2xlx_pG(&jeT9h`?9&7i0eIU{$3?bD|Vvl72&3x+c5MwftZbtoBtCOaJ?Bf~Rg zL#5jrl2(hkxhIxCuAPEF!A8r>6g?2^r4@QBO$c~4VB`)y*i4Y0?nGx;T0{Ac&)y6f3GbRbJHBgRcb7@EivBmnr z&ivhJnF*WSDC695DULKG&4S(^V|UJecMlhbZ~^hwjlPJ<@9CqAHv5a8wI*f!d4!Jn z$bLR8)&vm*8$qpMbW!cq50ys;E`pq9XTG+DchtR2>7q`P-c8}SC2IWrX^8w6XjATY z1YtTwiz~!McY1Sy495$$0HVK?5BSY|T+N*A;ZTXrW%Eg77$p39A0vyY)YI`YqhS+I z9w?dZp(4Yl4zU(7XxWW;H4u!>s;32suLI4yfd_XaHeMFp zOIEt?!nBca|DJgZVv6dqL69%R=fMO_vHZ^h}H@>7Hdmka>8oQnUs4xa2y8U(i+{N~Yvj@b6FVs}2y6dX9LT zyMH6`Pv$@tkT#uhLb2d!IY~c};mq;XORPB=FmFPdvjeHHL*NHSbrfj=-(JZ zXB=F?pwo3HFRv!0lQ0f3;sYJ1TT@b-hKPKg*PsUNv-Uocj%zJ3@v*~!pd2!Y)rgx! zI;Xo1d=ZFZJb|@5>$tR7^~%}aRE*ps8g*)qqBk_x`J6VHo!{1ck*I6ph8}xGdGiS~1o~gQ1a=i@ke!pAl%DXF=4i2{<5SS^K$5x z+DLyAF2w{9(5w23-B`y1GC_Z*=AqV*o_INCQW(T`bc+}yx0n0;o{yoLIw5Icdid>z zg7r;)R@BAT+OlHh5|@IW^)#QI-liYnv%Y7?BQuE8AWC3~dw)D>`+16Un5Nl<3U;hT zWCpy7(V^_u_EbS%>Fy^BdBbH@7HEsS;-qGdu1$i?C6QWodvS`?m=!-_U zE#QXjD09*AXz&V?uoQTco}?l2Vg@XbYa{LU+Yj96_L4HP0Xf7NwA+FtHp^|X)w}xE zrk;HtiWXbnSO|~KsEd;p72O-tR?nSh1PyA^6b+3kB@ar_`$#1DR4dRxM6XZ+j#b97 ziM!z;2Vcsu?pTLa-zO8;IYMzkh6+k+cw`|!y+a$tLBmS?9qX2+FR_R|j^8UZ3Q2Nt zXz|aMGefxrZ}6m&^rGD_5SreKbegqNe6!#j?=&S)%gV1om(peDWOr_~62@oWZ@SBeijfArYmtHAgwZdb%q*<*$`u z+P5QGE|$aGtb}rA=2oXyO~BP$xd-kIdK4MaGs)d-ZniwygD`2zii|(Du-qOI6}828 zCtxO=z{W65G70)|2-r9!g*{f4+8E^WvZdrgXGI477LQPD(TO}v*ZkRm=$&FPglsJD za@&@rNUPj77jKRdXaoW9C|&L2jtY|girsZ&*r3^I!Pr0e*L9CGhOk!Nqj@4I-c3B|!U>kuVyu@~_3--L3F4?=wxHAMP ztQy22H_|!j0)zNOTf3Tez}0N`gMS-%4vo!H?C`>GR99v$PzkAcw11^(@?`a3%%e_Z z*Xp0hNh&Pax7auK%u64{D<9o0iu}CopkUgllJtvP%c1c!70cs>($`fs1O##KSrJxj zt9KRzJO~Zz>0n#}dwiWqTa!|e4ef#Jw!BZcg&Qnkm6y#osXrnw5Rd_LVW~}L!jTZ_ z^D(ImUHRDGds3o>?s@a&85Q(AAV&3M?G$TY*PU~*r)QFwNC{jU49Zprq| zLj0(hQHvDs4kJ{yeI$`PfbpQL29kxpAMrBq(W9ye(>Lqp>6Lz6NWN^cgAfy5QLol_dccJ$(tGKk;Xq3@J*|H^y2eW# z#B@d**uQcimB;6=k%9RfxB~v>M%Oc9ZIaR89W@!>Y)oxIMg3ySiy*ic6|X6Pwo5S6 z_FAjE%!@BVrhH2wGFRn0n^>-xLE4vr(p{~tPM1kQq{i5X;6h~~Qz6mP=K@rCu{ z&f!>nG}rOfB;1S)?D@_*S6rTZ*2kt{o0`Xg*qJ8yP|^X~-rr*Xb8XJ3V*IiTRu}vA zFZ0nz=Q9N2>UP1Lyv`g5d5Vi0bioCEzm#gv3RvR$VpEB3|DiNYtzr1yhFhv_g}9a5 zKogV`5OSz`zAB+8nBY7BTh`W+hfzW?#an$XmNwfrK}D(BadX(t(DQK1KiJ{ zUxjgyfmfP$WC(^@cjhd2(fP5^eUNFHB~zLaSzum$Ex;>!NoIjj{KJ9mFz%`>PRqv*!kTJrr#}pi>vAqVqmzb`h)pTpH(|% zKB-~~tLZRLW7amUi#K5!S>#V}Nu*C`SZ(ESW5d`)3IO+xBngbEFD9&|SZ5CAP**xX zS)a|25Z;060j`t)Ww>{ThM2+NX>i!=NP?vuziCr$@&wIo-FYujK+d!ZtrUQI2h1cfuB<=TfylnrkSo&c_IkY6cC3l z7z9_Cu{io*_TaS-IXYPIKLd0937$Q(j&t?HFir-0d@`O%#v3GsPTeyMXIl?+Zo{Kc zYmEl$CrH>6AkiGuLq10}F^ikz{fDDkDu*z)%DGE9DP{P^vmv{NjkIi(g3a^DPJFWL z!i1HGofT10)xZ71?F(SgzEJs7CbL^I^j1|@R6`ft*Y6O}y}_bJTh%RI;AP&I^nQ#R zc~q^aLY2{FReV*UqqkGew#f8-4QyzXdHx~g^;oF(GpF93Tu0(kC-c=l)i zE8eE1kVIbO{3N)&YL}dK8-KW%V|i3*h|1Cra^?586Qpf_7|(j$Z#=lCLtrfLpJSs0 zMO^ohB?yl~`APRp^>to^>Gc@vYvbplU;#cEVxrjw6Q9OyoPfz@#(xiRwRSJ#1iQDc ziygNXtx4CI%&}no{BZ9vFm+OVr4Y<6fVzSn`M|CYGu-qkRe z5}HVOX2__Mp0wSTnT7xvjCT9q?BH+A*12LL(OIMht)c1}%DC*!G-?r=)!a`_d2Jkg zl2PTVERvvNVU;cC-w?3vUeIpAYGEm}oOhb4mvU&F+^uyCr$!G$r@3A}e~Th_!BSAd z5ZxaK*0_=|$~eH!YYC1bCA}bzu{M9K+V@M`B}77aW8F#kv0yq~B`t%oYIaq>u|$-7 zMr7G{g;=Wx(*PhCUQQ2Ilc$jmm=h;^iV1II&FSl&PQk}{@r{YQNx(*QDFkm>Kios; z9r5H@JwVuo4@#b2kM^7hpd;c-#TUjEu@{&V!-56qGc$@N_j#ii`%(O&8Cg{UvY54` z_WE&>n$J4YK!a8X3@ggu^8dznDQxRj)Yi$Njp+$X%2~C|OyIoX@}K(cj!C5bqrLaH z707LkVfmbvWD*1%dq$N@#pHl*G&9&A1V~BbtFnD*vXZIAI$>B71a@Pdfyx>MA+xYz zY!JN7{qMXm^l^;0o(Z{GbI}9?hpk+ipXS{%+f{Z4DDGUWdrxG?T2N<-BjnE&#wYo~ z>P%eEV;6BqUJN|4K>prBZKLN`xCS>11AU0BE-7H<7HHLxs0-(MY&Xo91PHE3w(w^B z2X~^izm8)_!#DT?zpEOc0Qjy*!n$m`A;M~g49f(oCGkg5*93^~H9d@4S#}qSMGjBQ z6Oxlu&2MWTm@w%u;waa69A*Ko+}vcQXo~PO9X;|8;AuKnH<}KG8@WHI6H#A)Ol3S2 zmm-Zj%R-aq%wY-y#;+ARjiMR5bGtUc4+bOJxdZQDa+I@A%f4b#5y6nIe07IwYhUUu zH@yP;PK&*0b$U>f6}@QSrgB2=?g&69X9uCU|M=$h{-gyI5;YqnE|*$iF~=9DAEN=; zv=LpMxeoL~HRLqctRWAvxRp^>Pt1j6|G8=Z=IYc>76a}}AF4jZ^wPdV3Q2ebXn^at z{)N$CTHkOIF{*l2u!()8O&q={WWW8}E{}fV#2 zLx;g^W_r0%0-#CQFHBYFk5K|1EceqUTUAurvp{?IrO$|*=Z+AFz%Ne+=43GB3N%zJ^=RiGmY6kgs%vK`LXE?6JFhi|R4-jDkwUbqF3 z7@pvMWNdGZSvOpl*i7_1PzTTPogl#NS%$2X>|U?EC8lGlML*&SO9|oHP88uV6gq0> z7dJegLsVmCt2q} z2CQB)J#Pm})tM4`?Su_lRzGuYXmHPc@oM*fFhDPP4++@m0(6}?YL{8k=D?QaFW46J z)$Kz`Cl`%h#9uv_y^oV zM}unX_x_=$lLiuRq9j3>+yfgc-2p6SD(7iQJv3&vA$B6Nm6BfQrr1AM)6p%TX|sA{ zEpMZzVv^IcDv<8U~$V!2~E6x zOyHP9d~KZCUinHHq?|9MThMA1b}v}*m5gv>wDbraiBBugk;QesH}RcvMAPSwi>mOa zE8E^q591NuXZw6(_&SR`fg077h7o>jUnr6ZF?U&Ny4x0ZgD{@R;_#UX+U&=VWBQ^V zG~WogO;+uF%_@DjPo0e)82cCxUpSH9i)spq!CIml04~xHf)B8V{=LIog_9In5a9^= z%I^d0sxLlQgmB`Gi)K*N^cwm|hfGPlQE`A}NnL}FN(f2 z5C>+uO}KG+62O4@aT4eoR~_*5Qa$8ssokN5#Vd>Ntp;5E``2OAc2eqL&I4j^ipyZs zeSy6s0!Kw+`8bH?5RKZu8F)~T46Kcu)#WSc;p)kbW^U|8u5ti$#VW<($lZo|0fRpl(RFiW{-&!J=Gl{worJLn>u%&K z4?yG8{xIo?epR8h?eQNzfGy!G@X#A%_*%Vndd%8VpYtTtXiab?eeYefek>(Om!*q& z;Ugl_Cy3P~Z49N#5?I4Eq8{QJ*U{5A#J-6*;xUhE@iAF(x*Eb8uAWe-h|dG7aN2A^ zkVVHQj;tz1FV%m69(>EVUwi}mU-dn>Hi0-tXkEy!x;Bn3KX;2p4hY(rE}+^NN3U>F zdm!Ml&Ahl%_mzVHg~#8C4o};h0i%WU5+bD|gPK1b0bB<$GtpO`aL7n~T9z#v* zb+UN!nXM|c*R)4waXQUtWdMnr!ch$~A34(3s z-YxyIAwXdbSs4ki|NAe>9ey;7u)fP>r?&mUf%ps?sgf-~;# zG<4>u3$2m{-}tjyN^7auqwRc)o`>!5(r+g@CBx9piQiZ zVlHp&v!|)Pw^6V9FBcN?Vp)AhTFbBPYzhysfgc?-T~=L6@zrXeduZ*PjIk?)TVwoo z86~t1o=u8)u6>P6pX=o-n1He)2k48P0~1Dlh~lzaAMtqQk9C{9qykd*g=TN1(l&6+P7sc;0uo_d!3_IR&rYa{erRT= zNfWFd=qG(68uL=if( z44b`9>a=&BynqBdUgEbPI9PkLRDLYcI<1rHT3B7PUJ;HJ^>}!ZF-Qi>nUPh5gPyqN zfyt1XxB^#ggWHI+>fit!L%Eb-X^G#UW5T08_7mqf>*R?ofVS&AfI%p;!Iq9KZ)2{$ zdLLS*`uBn0JBAN=Oj12j@ZC2#qm>Cf|1J*He@7F<4w+LVu|t#)^pEU+a(Z^!+q)!y zH&eEZ5mkR8!ajT=$S&SD=FX7(F4C4|ZIKAx;+B%nZCEV8XrwT16LCZowJ#*4QnlNu zWIss50XAu^*k*Wz`0lX z30LRH=Y%!Y_6iSa+@&4d6)f5H9FxJLv^Q*trdY!T;i4G6o@L_RC>j2+K(TK8h&d`E zJ{92Z0~JMS%?auAUERYs12f$ zwKCU%BWwRGkgvgE|GyEI#X0MIE;iqFY(nLq#sQ(WRY<1dS<**>TgjPjBG%5)a5K#T z+_)Y6?Db&cq}VedYY|YQTqhu$U_C` zz+~4!+|V_fdVQ1Q*@OOuqD!~8GkEL+>_Nmdp?V_stX}L{=)1}N`bOGWc2hxA$&ntT z=)9W`d}?VWNzhIYH1WY{JR*Lym@+}J6oXvu*4`vD(69Guz*%I!*nK^DM)fMv~iPYV>JcrOQ@Ylkg&mr3KqQjEe@!{mU-r% zlD7o$$c@SL$+nz&x7Ye4ZC{*Bjm}-5hfq2btT){Y30X~9oqj#jC2T88YxhO}ur~(F zdn|#+__pk;PtW`CbB1t(13)gT4A>^6R&W zc(Rk)zGjWdZksB=?7FLR)3=hE%6iAfvb7C~f93N;vT=E9cZDo^PZC}zX-hMD$^Tp4M?N;_t%=%~u>dfag zKXOi36gR)MeF9LInLXqA0ZKo(sO$t<<%Tpv^{3rBJ9cQED!J^qnk!`^7Cr@2lx(_bo1UtD=H7yfauh< zy)ZB{hI7E5i<1hqy7ce*^|I8+dK!qL>~aOF61r=Pc_xEs%!7?K#!ZmsGSg(Ro5rRD z{5n1!^V+Sh7bM-y&%Hy4y}#v}JwI2v3bVslJUrun&E@LEWs1xkTh#=P11$$L1zRUQ z?Up+Sn}<-g{}91O4I_~X1_UWInW#2aC2#|)|ICa?09lJqzE#7_Xm=k5V&eW!ntSK1 zCO7D|9XAlM!-bGs$ohnl9y_x`29`a6)CDZ#dOZU(k@3h?q{fKb#kgXHwt}VOg%6WV zKjr8r>btFej$AMDfC|#3XSA2e`!V!XjKx=*%~a5a5o8St_js&K!*N6^h|!jg0L#SA z?_WX}mlMdHj9>fFR#hGsb13Q+u=gXv(1VqQjH`b;NUe?7ht_HxkdxKYO1 z3-ENSR+5T4Y0aQ}=@`Ls#%3Pm&(X#=aw7%efpTzDn#5KX;E2PsBYn|PciPpu&`y0~ z78$WZzGTbsH)jwbb1PWv0{_5HTe0!U^4dJBDm>e1b;!Xazz}Y0xR!<#vRlKr?^nUn zfuREu;@$})-{Z5NX5fVpZ?HSWL}~xq~r6^J6R~k*7Zz;M$f}mqo&3=@^^z?&iI4`)!kd^)*N! z%vxzCdta_EZX0Cnja)VJE%ldF6bE#^~B2z}LZPL4yvU8r}3?Uxo}#U0TZ z$k1t%UOj7K3%HhKL)p|$cw;rUZVfx+LXZ<3#8xZ70jKqO-08RsDczcQHue4n$i;Ns zUb+}Gqv)G^5rQK}Cmq03wrME9i0F)8gg_QEA>*Em{cMY@KPvCM!EYq+x5w0v8)dvS zPBo%VKuUJ;_S9?}{O$TizA~r3tU>gH_WdJP_q0A6eF7PYWj>*uiZj#Vz60{7X$cm_ zT}(yI*_;NMQze-$ObOTP=%(? zISMc4yBI`jHVTx_ki~4R+0PTWKW*~_Y&x`V##}WB(06;g=JHB9ogjpU_Dp!o)ityI z3%_JE>bUmrh>XN>3aHP;^$Lv6+RhYx^q5EwSc(zpkl5`7^@U>&si-$BO@@zsy%C2) zo4eOOkOu z0Z_2dYX~E9akX%hB{_zY-R=6&V}Iw&2E>3u-CQKx_=<0Ht>Y9`>>dZ+xTgsqk`5Ja zMVP|Q&Cv_JS$>rm;WT!R)}YmEPc;*)@+Dz=U+?W!0|u^`_-AhM>Pca|w0o?+-xpqN zI)6s#&OG+FJ9q^GS7F<=4S>@reVUE`93X(~ulm+bhMqbNk&n7kkAOgflLA z7;m3O@otJ8uRR9xh_fokm)Ot8@5L-NZv>KeB4(RE%lkgqmt+m5J<@Ph06sMV`adyF z=6HlInt#Ke@%gPlWjc@OK#Pg|W@$#Ravgsl>Tt&p0fO2CeA5VEJrt9Xk``5_Z$T*m zu^?(nE#=h=iaB$BDma3K*V8}JhQv`p^+v9=Hm2WqzeZ9uoaj`OG9+meJ)v1Q$^d{2 zD|2#8-^*`I&>Akj^k<^o7waRazI?B{AH*5gY8XY*PSvB1^(FPz49k+n(RArgX{>#F zV3D*L=1tjXKPa^?{Qy{j_W;)-1eVD`z*3;-)$~oqN1jEIUsRz3 zp2!$~-_Uefv>OiX_?PVF<1nVw4KK~cd6gXks5A?6evEUslAGaIxbv}WU&IicZ{&%m z7Q32EY@QGRVl1VQ-{0+`%sQRY&ZX=&WZJ%H zQ%RG$5kZy!K0cr)dSn~>^P1-@uQ0kX3(hYxOE_t6fkQp=eptTb;*Tln+bRI!K_M2Q z8N!imSQWDMKRt#7@;%4x^%>8yCPnRSE&-q)fb=iqg|M~#N0$Tw&_8nT?2dO=M9sY# z@QUoWr}NT425DX!J*IS3mi2mfaR3Zt1HyB{x@^`#Zz}{AMn({YE~>}8O*+&dZp0&D zoPkOcr+9oBZzZAzOute;j*PEH*+BJv9bcWBTM>gO1DPZ(4e>eDAw^6{ZDT3xI*hXW z(mq_g-wT9nH>?kacrjvC>#;$d_pc>H3ph`EyF8_VP022hI_3eZldVT()qfB54VGZa zB<6EePs$3WWx-j=_dzy_1-6Hyp$l$|U%|TQ1N0K-%>X8%u@^sLId?fB8XzjmA@eBm z`J?g>in|Q5X`{RsW72ex)bF7Pwls)CTLx&Ioyk$2_A-6QP+_S#Zm+M#s#cHyAmbsb^KYo*!wHdka3-Eq&*Gw}`fd-Fc{C3yev62BEb=xPkl1Xya zwbI>*E1X^0#(2|bg&0xZEw{wi_J&A-Sp1tl%CB)sxUuDN61mNUz3+7>f;(!)l>3CI zw(vF6*ENR6p`7j5pZT!*Y7rsw@cT5o37<;Wyz>XUaeXS$n4vTD^yL~uGtDqWC9?Vo z1>+&?I4@Cvwhe^0t)ZfC<7ee0=ka=T?K=H(6SRv`!f=exd)w5|*ngCf)`(h*!|J&5 zY9l8amf13dPLIiFFgWv95-+E@6PTX(3B4ah<|F${%i6B|bXaAiY+H@APdTNWFWfdU z>tQ~qydxsz@Lt-kpwa{{ldyvgJc{b_hM5^UIB?i#*+10erPXJZN6Rv(nVv|Tp0xLu z{ss<6PxO}m8qCUz>mpdq^T@Ghnj(vya4JBTWy5!6eKnVFe#wH|MLem^kNW59nA-A$_&aYFcIFa`QoWfH0(B#I|}iGfct0 zh~IslZ-V+0n^Ry78eWz%C+|5H^!%g1Y_`0tm8c3*lefE2r#5xN^ca{vXolhhVL*fY zkun0`VI=U`lg0F)V)hOvZKo(b(qFWAgu*@BfgA$}i5C66Pe_lTc}`^AoU%r>9&QYa zdf~uH`B&;sqe(e?#h*yZh3q6f5aei%nx_4Ecj2f0Z{Bcgw=RU9I`|&)aqT6D~ zpv)a$DKR9}vgWX?Nd4i=X-RUmeEAL3aL6Rf65sZ} zK)we9bEu+tSDn=cl7?ZAqUT=A2T5-*%})N^i`1eW>*RS<6!QwTnV+ZmqiH9ANy000 z(#5-&vqAB(QIYh?*v$8L;X_AZp2xUGH6x>nE%wS@MUCsXKgUG?&{f-bW8E24PiKK- z&I**uLK9F%rq<+E-(h>mP39TKTNHmOrd5+Hje%+-Y#5P2aU*A>I;nCsf}C!d(=TwR zc4BhZD9q@^(pQK@!WBssUw(?T=J^gM-cveb5xlMlR8^rr*|7Wmlg$CiTVx0%oepp* zh*$X0ODSl3h^Q#Vs(nFrtm@@PJxWhL)@L<+>c|fi*eG|UwRR+4oH<#~^=#+YGhgVl za#WUKQ_S3F{${Hu##NUZ+@@YrCN;^N&}Jk8>*$d*H9fh_HcBEfD|MMy9IbRKuN z!h)d?gC8~>ArW9%*m$E)w{p zDaFF%JvL1vDQ>)8b2h`}O#xX9mV$Pa0Im@vU3Gl>bRD@!<(p!*!vCAf3huIwrrmDm z?yZlR(!;cPSki=$^xQk2L(nN-As~GnWqmW}4G)$DIYP#!VPOPOP7&=kMX za%2>*AYa8kq-PQ(5pL~o_{}4{15gOD4hs&QL^I@g+jQ5E7Nyk#mNPe}Fr;LRTQbxZ z$IDW;Qz(Z8?k`4rDn=Sivdo>(4UzQeLcNCJj_Z{*B?JfF#p>-d!iuucUA+_O2L{pr zj^tukRNY{`Sk{X;-PU4pw33GbB&mkEXKPRQ%dU-=2&WM67e>_56cAAtW`vBlM~6P) z!k^h~O;19jYE43*w13C=oBk7sjy1I!0)FN%SaD0&c`&s*Qs=EO@T6L@U*}ywYe~>j z#*2km+)Axwl9oc-g|jCVFIFHtVp|E3HkH3nTA9w+fL{6d3=aQTw$R6=M-LmE2D8f}3Qe6}U z;zjZ5n=Dwn0%^#N?9V110-@~?m!tL1lDwfxPI;qUCBZreU-lyTQdQ?^$hKd$Cb*Ov zS<~cts6VKDV7)F+qrl1KjEW@6=ghul7QubJktOW1i@z!3Wy(o6Q0nywK~{WpOw9+n zH;qGRUs|a4JjE0bJa=3kLd+7ZXGjG3z6&31URPFJEQN^inE|AYgi~Ev#8ny{!jK;mj+)kHuYq?iCsaWrQXwkpafJy%0PZCW2k@ccELQbat zX3XT3(ZpiBB98ew_4O0HH}F;2u4-^`{4A@hbpMRUDchYAXon!!l;^en=H%=yp&zAb?hEDArK`zg60prY*~%L-l9PUY@@hkv%Hz3qP_KfC?u; zqa+Yt16H~JvO~f1)ZK0#oTJ~?I1H*ahMH@@^F*K^ARu)cIZUSJvqSTP{O=;}hr0@z z%Z2#i|C~fmLcvzHKVWV1c!s@5083Kov4aI;XJoxY3c1oyuB>)ah~l&SK8Ql>L+wdK z?J)#sGp6wU^RhI9M@jA)sv(EpE}aRA8oAF(5`c0+`?sYUM_4XmG{@rXy3ZeKN58@` zQE~#)&9;7~K#>Us4|6qj$l!CoLA*!kkbdkeeC~_lIzlYhP6rX6Am~XO?R-=gn<_uu zH41oj?)PTf*b7-~%4pV*#$(~Rlylj@mZE6TlhyN(sNGkKZbUA63!VhZ4ZbjC6&7D_7Witb^6*WnFnM6SD zDBP?k_0;}sW+?=RhMqnaLE?ci=Od$8el5<`Zw43R_TA2l2`jpuSvWbN0pfoUU#<}F zm){78sA`{G6G6XNlK3bW0zGpxA}UN}R)6hkOLK03J?^^}z7P#bEe zAbnHcpQUZG2Y9vo01gK8al%q@uu0-cw~+C#OqZ~Il}Qg63D+n~?ikXO(zS!*UnA z52clLo6p{bzxk!2rYX4MbIe2?hF=uAv`W_Q;N+YCxu?q{5NnMA!U5aaoE+M*>lr4N zloy|jGX4P%LAG=WVS2;6^FGG#3&V;B+g}6@%MKD1$jdR(-i+=}QGLzq>XQUGkUQ#o z(f%Xl0_;0aAtc?dMkw-JZoYihJai~8z#+7@_!ytyM&`&cud>}~u?UjS^M;ei;-hE@ zj$*q`9z^B7yy=e?>IH+6*tq!UZ@uQ5sR$^Yt7v~tQ={Dtr8A&cP$kwSu3aAr5yhCz zr>iphl(*xD+4(iO*YvKkt~=}YpoQ-3fr=o2XBqk>IeP&1ESL`8{Xy3yZS`E;5&*&S z@xpG=1xe~yZS)P}reOIvA~J-y*6?8mr)XWu{;_uVgygh!do23~;`^{E6P&S=kw{|L z_wcKaj)e_I3(mDGX`u4uzD55;#GYays4*shQ8k$sA|?+UKRTA2P}gGbGE@cAU5TX4 zmi*XekQ7Eq=Mv6`04gB+FRCiYEHcmq{WYKuWEB`J9rBSnfK1T*Vd;QqX~?lZ7jU6A zHVXY$MpXqtCBUxR!B#$lkxHmN>a;M6E4P*~e8}z?Mq3fe>%O&V_@KiQ`8;!iWvp5U z$=_9`G1h+vJR4bo-!gpP@)ztaApty2bV+S>>u(iYKU2cdDKn>?gNLhT>qd)P5Nh#OoK?w0 zo)}i`49C%X7l9Lv@&B;8Fo;P!rAxeXoN_|YgC5ZH9XP&%nMa~5yBG}z4thS%Z64+W zG4fW@-=&H2bT}RuB-%tB2}L_3F1y5)8nDuH`@}=8y*erOk#O>{7arSgrnCop@`}nZ zI&6HqUP`zEwh9kBnOVi0J^q7RfqJfp2j2e&s4oqmyy;7}Y7m00KQRCr+8f_?Ff~=x zv+2QbKSOA&-8+kLM3=g{rM2P}sLaVoxfQxExEE>wDWnLJ=hdH? zh|t!i%j=xEp{s7n3gbsIb&HgYFxp_m2OGpFvkTLuZ78hya{4r=AbrccpCQk)t+$C< zYn^O&uYTP%-J-mwvyo)}H@Mdg7hq+$K)kW=n!XXAA#G|wNZg2bG{;1wRPRWEa`PU$ zUFgUbHj(&K?S4qN_IB4rPI2s{@M_o@frZ$-xc7JT_<)tNWQYm26aCGC)t_UKkSHT zukqN6QENn7tJ;YZPXR?&WpXKRl15TWeF~;r5bL7}BLaZ6psVkLY6_{y*yUqK31WB_ zcj>oJF#=q{DIk6MTC+=fByoJ74NSp@kA6!xO68xb-({<4p}lQ9>(RoYEn3zh&xpL* zkOxNnQhn!VgH&+~Bw(D+cIuiUh@eaB7oEVxWIuIhq0vyd=UFF=-Sdy8dWHn6m^5W)X?1KTcybIO zp1KbNZr6eEXkj^@%IjaM^6u1_TWg>(Y2*G*Qc?9ik8AK$CpN=HJ80?M^p5;4L)eAX zBt&k)w5rqUC7?L)C;-&dG-*x%2_p#cdV%B6ZnBBKJHphygBwr~fD?Y`= zZfffE^S?-Kec=3TVn}$f^!3iO!7vW{Wd_R`oONuBg4(qgh^em z)Y79;WR7g+;8CQFQ7^5So960Qk%gF}(E4xIQ>pYY9LDMrGv7AF6fD|RO~p)rm8Xb! zpoorO_L05ry_{#Ay{oZJY&hv*;)h!G(R6fgkkl1IpYoRnN#yhpl$?b z;Ro|)U6mrOdR#ZtU3tj0HL3SB^0;2DefU3$q4<69Bxx159YvhjL+5ippe;Le_EjVZ z-&^qqMEJG!H8`hR|8th&Gq8Y2f6JA6U@39mRV9S?Q*Gn|`!{Q`q3P(c7Od~cqevAo zaKY`0&Cf~>+-msvXKlbwLdW7qsMtD$RWB_?;vzI{7S7c!OTDKCUWCI+b!DeWo^!^* zcMm!Dh;4M0Eo`gx%{J(m7DCPJIGCU1;D?t?#MsJ>)|To}&akU^zU*t7QIoM%DFf`i zOhX0);E$6ALL^QxXM!8ad=ZQR)rPi9EQkhMELNQbB^wEPR(tU)O3~se&r2D< zS6b?Q+y;*y|wY}bLMiV2X7(zS~Oj4tR1Ga%N&B0ofYh8-<#BMAlaxmm` zrsxYc-H_#JUC?=2YwnMxoRXa=P+?zT?Dr_5m;!fN6+cyAG|kn?0S-ao6ModbVgFMpMS!+C@>5Y7r}BmgXMa%TyS&X><`0kC$rVA{_-SBMg0~vbZ=g`H^Y>| z1m=9&PkWRg)Wz>ntnm;LN>+9#W?Jy(%33qK7N4DNmrK0m1^2X5s#T_K`%|nY%Scx0 z@7PR*sy{mn3^D$y^)wX8J=Od)M|X=FytcZn=#>G^X7m>6Jh=QGzC$@EBO+S3;F?1r znZefzkq-%kG+?q`%cU#3%8ad_Pm$agaw;0EBtas$E9Gn6p0#XqyRgt^%tXK(L<*6x$w}| zfrFnjY4x-*l=2du06O({ig)T39f=714>wv$uyC+1)r)9MVO9zYtdV}~pf)FS4! ztDbvE$uAQXTbMcxV5)1$Kry+9TE}Os8|NXVHsjway}a>F95g)L+vXRfsLQ?A<-;u7_9eLFN3Y;0)3+hf8LWf z2REzS*8`if;X+$i)_g!5QxWC}KUC7ir2FGcM?~v>B44(|Rt8^xVyUG6budSaKsnM+oQR|v?Iwfb=7LQJFpXK zRN8l3oC3?Z-uFeQ5&8}m2XLBu&|7bT6?e2Oc34VgTge&q20v~KYum=dA~43A_F=TR zZ3B#0B2n94N<>j5_(EDs?6yyBMJceH?F)ym6gB4g@FYyM{?JTp1Sf)gk%50Kpy$>i zW|u(akb69aOS|s9tEtv69H)-;UDi4Z{grMRnROa}?5QK+^ZdpJV!pymkI5oe<+4i~ z#y6X3o06#r9&Y$Th(84RjvbNw3F_J}HGPvy9<5X4g<>QNAiclPf0B|SXPPF+P!ZxI zTVb>9qXCBdP?(u^>{)E_J`0BNzGjnecBWyaTwU zcJ!t}I#B6)!433!dB2XE9XZ)QJI z>OSiG#Ag@6cmUgE1|SjYCXeP%3f=#c zn@I$2unM5TTN`c^eTyG1JgjiJW6Y(y{~mU^4eG_J_C$M_?SBFGZ!eZq14k%b0P!7< z;HTbL;0ML-ymS9;Imy5stz+Bu)Qrb};j1FBsB7Tx`6n=>p$vmYhGiCtn|QZc=VtIO z7x%}AbI*2!wkK21LxPoj4dXj6lf6a?IWLpNp=j0!RN1AU0n1;o^lzxmQ0o?)fNUs4 zKd!$u;^RM3jMM-K%;uwAjG$G&o*|4*yr<`ICMx&+o<8vaJ%5JGO@W2V5T%WJO=s*^ z?{z73yA=pyv+#LgV&38b{x6QxLu}hg0XRb(GE@Xk(+BnIvnA9YAogGVNyDz zkZ-!dZ~f7uJJ;_FvJN1!A`5dKDy|W#&fI~=%EwZth&yq|xUyf&4M*I7h&0RYNyYUW zr&Li*egCF%n;x1Qv3yn2RYf_&^x% z|E(|+&)LR!+0RCgGBze~cEldRC!HuU?j7V`U0}&hc-sZ>Y8QT+K!Yq(K~TJfpXB`h z%lUo|P!@P&FkUCDo_7EUql~(la6W?vIrh_H>(g68`HXFLc}Dwfw6FytVlxodv4Uj- zNUc*aC)3tegFH?Mk{}=P%{9CTZi8FL%;v$*3>hAz0vbA(Mjlq8E-`we3?HiQ<;^>C zoi&pju?`FXV;0y}vhEDJXoLN4Zx)CVRVoNxkS9mk*qtbA2c*F?p!2pD#Ktc(_R+eJ z>+9v;J3x^l`(6_O!sDk*WsCVNn>K%yW(or6-+D|dOAcSqCBhd`Z zgFF^%&$1AF6isQ{{gZY8OeJf_dppqf<^kCZh_S9&ctl(eTGsS!*G$K;O$iRDg6L38vS)yWRkK+2rx4i;6ooF^+nmZ1IryLnTp$uva< z$zKb5R?Bj?;i3bxnVy+G2y>4}AEKaC$g?Uzc#ZP^ti7lQ3!OXMLh?-sV0VbH z!iGpZ41p*an!#M6zcz}}6KO~rL+*pp!Zj=!=nYB?5rcL5FTAlbbs{j2L%wGp3|x4! zbZ+~)!&Ued3yfDeDRJ4UqR2bxN$dO)f7lj9i-7G1S*)61ptk#QX0YN`W`6DYuoTSt zh?kj^Q0$?C1{`7AlIMdh4JkWb0ei1$%!`KdZ1~cYmklVjFZ}>mf%gEIKn3iypKV)9 zcC%9&^eEkDSj{*D;US8bA6oWS2xK^$2+Xv=*hsya7+Ok>9wKn!2e)KyE^(`NtJR)? z-6^_}`u}Futk{W`r^pVYa=bl+nM6fzm9g;{u$?_T%0sLLw;drLhsb)TKP^NSg8a)d zBb^e;p>#$kW_!ItGm)L{{%%u_%TpM7(PFi?ua=5(xpxLSXBm$HTdioS7aQk|iCwPB zmpEl|{s8U%FEHT~hg~Qta#lvUqA@b+J0yu@EF!wa<*6(PF2AR9n1L7xLqKiP)kieN zi&Y%#6AcBv&oPOY-ayocrZNj%4`R<8VrW4xG5av<1txUpcjtJr82Mw+;9ODW6Y}OR z(uN2Cx__7<2Fdk;LeRq#`VdK#S4yC%N(a9U%#q_ZwQH7m4WDNz8iETx`{1?SnZ}d4 zdv8q)N45zBE^0W6sxe>mzUCIh{icvX2tXjCQURJa#1hdz*QU=2r|bK^d!g1v2KbR! zoM#3Bts;Nold$F85`NcqZb+?iK_cclYFVq#61(;$=@~xox5ySOgM zC7=NHbpmCRvty9$+-#7kLrWA8q-1O{1;%Je9#!S)m|6ernI#(_)DSuiS37UlVX#d> z?BXCsh2E`}?NKbU!^AaBGvk2i`Nz7K*wBy6w(g+%#59cqLh%FEKrOA0UY?hX=jaS*^){&XRSApJRrtm~CKxAxR0Th#B3Z0%uh(IC$hki(0@b13I zX^W0U-!S+2^yM@RdIAimw)Gl{KqpPE2a{L(p)nGw_ z`_8CHUcoQ{rom*)HExk{?7u$++6Uev)5K-*7H_%*7X*XEcFlpj!?E;cvVbgOkcYIW z5deZaBYCs9Oz6wS$4;fC%aO?$XuwLr`r1=hlpn(sR9t(!#!X#Z{+7F6N1*gVC-bOs zZgJP%BO!@hoHw@sNI4O41zWh-orS}0hYf3hBj3GPvFk>ktrh(VGf;=jCz#=Su@edElag5cf zf=2$eh8->5bs+yP$Ik_+-^(5W`ti$JZn{v50A&6^Bex1NW1JF@47>1jyUp&NYgEm` zufJJ*n&PQ0pQ`kY6LatiUUT%20K|{abeSVEt~g!Fe|m#O81ICvkEcpRB$bhxr)#?? z5ZzIYhsP<5wPQI;;E|8xVv|r7P2%InyNfWjgtG`SS#;74V(71&MKAB%vHbVYhXS|b_Y(1M6 zg-4w_bnJ{_g!4CIMOkwv?c$JxFIaUs=N90tt?GcM1*Z3uDH3sOIVdAk63!O}-zGX; zK+&-A{K;nvGTDZ*!DXfQX0?mv*s-S3S#A*erya%)FG*wpeLLn=xk_<{iua6hu0QvZ38jDqZCs0_SmP^-0K|Vbo3jk~_dHhKaKOw-C z7hj9RaX&%!z;8LOuqp%AZ@LdNN@lCH7Vrq>q-BgR3>4h@Enl)wEKAxN5A0~y{5ULZ z_QoQpI5d3oD)XlQnMp`#h%;_96>NNI2xON+sRsA(knnggbWaSn9K@tGYL3tx+g=5< zYe4iZkC_Qh&<4&yB}i90(BFot!(hDlh(i48W;t<8kZpuUE5hbj(dA}3eg#7IBrKHb3udg^GBg1dxe zC74XUQ|I7HkYTBsYSunagIj^qwZMiQ#$N`J)WZ0nqR;ZKAW+Uz56Ci$zqSP&hl=0? z>m8bnKBfQlVz?I8hd1vOu>3Fz?AFjj0h^>Hvw@89NtNINluz5#8)V;jmjLMI`=(YA z*F-t6|9V$@7Bd0({Js6zqpQH~(y+gP5Ra{gPWRtSO>C&IHj-OlLZefw=G;Wg_~|M) zS)&_St%3C7&Y8nDkgZyVfL1nfK7Z>=&<;}~6`j^yPigk`4-Avk(KK@vf#XgPq&=}~ zS5K)cD=BONw9*yukt?jYnQjcVDKNKQz{UPrzCgNX!=)cq6@4nIRaz?9F*`L8+=j_% zsC3JZlC61vHd$Xq|F%gY>OZrK8=Aw;e68JpmOPGVrRf(3*Y~$GE4i3XnT!qAL z^ZV_mLgUkCK~!y;3tQm}6+8Pp!A`_U>XavjcyIW?OEIG6@P~NON!ALublHl3edFlK z4qX|5AJZY+H#<5~qK0l088d&TfyLeexncx|v!@{vKdOg%xjn*sw#}WRpNKm(_p^u1 z4B9Z3r3uOuy9ZF1Br_KN_m8g1RIbT`+hP(un^p)8v zOULv-XjMS)B`2L|UoLBVk|R5Z6aWEegw`kaY!S)8=t)jd=DtOrCi6*_K-Ly?__CYv zXm==Cc}U|QD-zKPkP2iTa6dB0t=XMGhv?4eh_6k~$})R#HJuuyQb|-n(`|q|!><$Z zEIw}jR|EJ1i|+H2lxzW2Qml;~_As@5s+-g_ZtHwac%H)vqsQ(g!0I*#CgUuN@1?Yb zeOnT4@9II8w=-}2AHrT;ubiM(X}LW^9C@(SW|2<3NVo=O+|9MWeB@;2wMb>B4uue4 z-R5O^o-&Ks#3+eokB{)G)}BXGZ>11*73QoEvdq6`vWw8)C;Ot_Up1QgO5F)Py`RU< zW@TPYi+BL05VC+~jUZzAl`Xv+9fP33mhH31s5Z%B3Z|-vQorc^f)iG*`h712?3}^v zM}#uIN$E0TL^enmWcvl=rbX=n^#tPA}JuViGkDoWrxT3)jJs( z*+cwj`~ZI%f-k0TAi

h9`(*;37!>;mv7RsGqCmaW)hu30%>buzdVmM!N?vH;qSQ zABbL+a{G!91gt?2wI+6aQ&0UDg#asMUoxXxzMX{_!fb!Z;=^1H@*$nBtM@93`TY62 z^pr(t=9PIo2Cd$7r39m;kX*p-% zUuHttO?}ktHL&JeCg?=n9QvAz;A}zd638;A|J?byN;(Jus7cXKwMuo`h%U3hgDaJ- z*|||Yp8yeST{PZ@&6(Ih5aRxjv|hKK{pp6>>GPzS99f4329pC__U$m|<_mn+D&Nmb zkvgm|=)(FO?IQ%*&+^W+7Sr^b->Fnf^l?hK7Z>$becE>2hNzGmYqP3s(QrPVfMVkz z`lcs90_HUbsajfE!!f zxJPyN^laKaPEbF8X1x`rxvo$XtUWJV*LR~?Q3la0GPK;4aXmQ*1myVZpnDJxaE8xX znJE4%Rz6FhnbCFrdT#(w_4KHXhTiP_HQ^iKdg$bc%(vvf=|fOmE;OFj<;vh5SgY3r zmmlqrI~$CAed3JHK++kk3rbx+Vzhn5ia1vVS~x>jSGkg_`nhX}oxkUt8Q(uoezq`= z)(%y%bB5zEjY1SgP&i2*gI*Rp5v*%2%;#ONbncTlq#)B!Ut_KTG@Z z4yxM{4SKGo(jE*5Li_&HUPW>Ng3llSdu^A*hu!aO4Z8GIk`2{ZjVMm5eX`_i21BQ5 zmQ3?SxDWN%N*$Zvv?UJy7im#6xx$O*l{80L3pT(o6QqqvTa;rTe%|}T(Dc- z`m9imtbLZD;m7d3Jfs-NJo`0Wq6u}hmRR7iSt?>qt1_tv6$4=N47T@Z6Bmijt0trS zrmPh>iW-V@bx1AjWmt~8iojCtAT)lc=5F^P2@!2O!Y4*L>3biVt)wXY61BASqyoBI zU{qg+OozifaNj6tuOn>y_@z8(3gNNN_BEmzZ^5&7un;#+6!k^b!lu z(Kmdu2@uV+p^JD+;I*|ks`55J6ojM)WgkmnNCsN z`x}4!u86j`ALQo_jPFCgrB$hQ?-F|TbhuT4Z>ZWu*cRqUzTvZUd|44@1WO22tdeSd z%x8)kzu5cY$*r%x-62G8CrONa3jmot`}xVm0no`v*7TD4mq7JGVrhMArvonN{5WHy z!Fw?@Oy=JuXvi;?>Zy5H2EL!%dzUXpb)eFStiG{H^UJnUkEGlgH@p%4*%}rTBYJM% z!wYf*d_bVpp) z=hdpAtngL2K`^gSDMrK}7a0$7-wM#wgF50)+4aG0SWAAom3nv{D5%EkuD+eh(1A*0 z3@Tc@9k_4*_vh>*bOUXEpl)OM^|-vTQWTHbTZl)i`qYme|FA(%ve#`l;T^xH z&q$kg(}P2Ok9HdE$1a0g)VW5E_$exYi}opBR*&zAobRSi7`7{1MGM#W`%(I){uC3IWG4O&iBmO?f5 zxW)e#zMy~}_=%uME(%$5y1k2gvf0`e>R0C1q1BdEhcS@i*u^w@5Ay;enX|F(*=oAx z(bOXXjgJrX6=soXeAP`@yc+*+!CyPQLEBQ;Qw~&#*QBbq;L7Onba7v&N%iu5-G5l> zDbHEH>~l$*7+ooZW!xO}>045b*UH(*tY!_Gv<|0S1^7PAkk0)VufS--yK;GU`>UT^ za?vV>(JX@2y-#G%PR+)yIs83VnGLYDX_Km?#l7n93S=}eQZ!9vS)wqp%Ro|!Ww2E! zwhh1E>0B|GJSkS3xwS(g`1l3Az9|oqP-}uJ_RjAEV=&dI%B62OfH<5!`X;T<2=K2N z!R;WO`t;XNv$k3amp|Oc7$*&>+_zX5px_6#MaRNm0Ckuzw@AkchOi@<(7%d#ty<`G zz>Cz=T6+q;j1MQlnS3&R2keQ>t#Qwy(RvLbam`&O`ZG8zWLSW!7 zF;}M++;)_C4Gr?_PocMWN#g~tTfrbSo`U}n;NKAtxST5?zkmY`K+!Rxx*sNR(tZZd zM$uA3Tm~1!uYSIm``C@FRknmjk3`;At6DVGUqZ;(B}%n{+;4ahg9vtwxg6Z7K4%?` z$)4M6HPLrWNJ{v7(ExYaAld-2^Y2N&5d*20#_4AsD>OMQ^ot-u{3&)0FRpB%Zh=7P zL*Ri;XSKvoJ0ly<6z)`)TI!yj24GqLNjKS))C?Rl;T1=tw-F4@aje%`1(6mPDZ;9( z)QjuPtCY&idaWT$mGw(e&c_zP@gNImeTgdw37)w#|EfhHOGU#_{jC2`@cG2|LVYH4 zRfaD3ZGxd#Z=U#khbX_^t5dlzcN4I7=Zyh~{4CKK8VPpiYRVbS2z&dTrKaeVkFQYb zOs;gDcew?E6R(=K$rkpdj_M1I#AeG2im+Jkz2P}~iJ&l^HP3QHfN z_v3ZRc+6*F80f_4i@+r>6tQX4Fu08 z&@jg_YPIH(Rczk9KjRp-mWN1*88-%CLz{H6MqzcdWzir&C}(i3`OO7=_kL83q%Ojf zuM}Q_D`fzef+<&_$L=fvona2re}~Ga3XL$3EC{NJ@!If7p!9hR`r5La+<4+mkf{S>^03d(t9~O}vXVaMoR4gE!m!Os?T@1SgFV@$ zL1n*`Z~Umj?!f1VET+wyogq8iHG^XrG}h=*3}C0SSPA6Sfx@zn1e{;tF%yAZ^$^W(YJ7OOv&N%UxeZ=;5xdfA-_2@Z#!TW>VEtV&K0 z6VKjGcHbW)Ja%w{_0!-QoSPFe>R5YtqLr2m6YR!PB@-8g7#~M}@2Xc-cK_rrt2Zz+ zrV=OD&^l-^q4l>HRaaBvh6b3r*GIzFCiWeL)m45}Kn$2-1^fUnf!f2haCWegv@Au> zHzP7oArF=_;@8#Df|3yIJYvd!+M;M=SWtbvXb-gnFj4}>>Xp0^Nsa;%F#gVNlQ6CO zKw=pBw9yI-HML%8*7ZyGQMm}yj!tb+8u_$4hFF$hR{fY%wG>vBAD!l+3kowMe%ssD zJ?hkY01awKA$*siQsYT-`y#@dR8CyP8XFWMx8d@$stePh0qweH@pSbfsG_I^$-=+l z?dsyv^n;t(n-s-k;LwiK*VcfNu&DvNy&RHzI)w@EuAxy`07XdEToZXR$2Dclm`{s= zq8@eca?f;U9np~A|Bs$Fj)c(pnHkhiYvKybC~C<;KrDD3AO8UmB;+cs=;-$M{$Eyq z6bt`4Ogsz^Q?R#9;jW$6smdF7*{p8Wp5hZ4UG44r_J#ufWxUu9%m3vGl1$CeR6Sd5 zDh?{x>xwqlJOK?`7v(~By|{i7)@k!v1X4vf(Apz%7L{p6L*~h4+#?S6ULS2U;uV)4 z@DQ(Jr_qWyPw97oeJ_`Hf^O!*H2UC%*kt_X3M|%RY=z(0H4}|vW{v@sGN7=UXTT#c zx+~MB@=><00TudAO?p#OfO%%q$nX79_+x}=q!^5Pi!_k#R06)-Aw&k;a(xJM(MRF8 zPj#FWO#?n+kkQxcZ>1<(YZF~Gh>y2e(+OhmT&>|QgHgq|zrAcT?J?uw*uVg4YG~H- zc&|e}J&WVz#6DUEAW!>JZx5&H7Ix@Hv+?!;QbIgi{??+;0J11;JVa=TMr z_ORy>3p2{lNfb}}!6|qJy%P{=PB|1$ z62#KM<&iUE05~eJmRuoPZ;qf>cN{*NaT5*qI4V={!4 zjSi-3_kU2PnHN7am-3P9xYsJ8O{@YkuIY*)L5s$`@U+Z$@j|+Euxj$)f^$Qq!KjK> zo`~kj6T);YFcdqZUFtE}dH$7v!B1!?pX?VYD@@5?VOD3OuFKvhKdhj=jA4asiv^>{ zlZ`-o&?w@^F_n;FgbH^dc4lYfvPSG<8ZJVO89kefY^r=P6qV$;x>cw)tXAOl_ATDO zk2U$KI=Lx!SrZuAwZ~8r+B@qb1jyh_S#+rvc+=h<8nb#^W>^QLAcKj!>*Z|w1!Bjs zA4YUMamzP;j{Hyb-$;@m+cjNMdMU?*MdKGyd>MV8qcSjDiX^xF7r2PTwteZ+wVaj~ zz6|WPpR2H>w?AUt&^f~Hfj)>*Lae%i3-@ese+pB7E`4`@PYfnsb&fuc@p8@-BK^(d z5;b31ba04HMh=>So8z}+57zS@T;}uNZ)G*t|C9AtwOSK1=U{MbVGh1up!fH^L$Ur6 zJ2GdwaI94ADtnVYG~zxbDx$MHPcL&(mAb$xIYkD%qYxKVu5x@a1S^UeePmCR+b?nOLGTbmx45HQ!Fm6R&0#vgCI?j8PtI$liaj1w8QecFEFW<0KDxwJq8qP-0@&> zQL^`qLL~uSUtEGmGGVR$UM&W2@ZD8~qgsuPw7=|P1ehE;!PHvvtA^J6FEjNcKD)>( zXM7&%50+l+b|;W>%@ejUGEDD3j%5HbPvpulq53PrpTx4hmcZ4B3jFKfYpJ$^3)c%a<8{2&V!UvP5@6D^(IF8Wpf0ZRQ8Q%JCD zml*Den9yPE;gfm!Y1o87WcDk!Vug)~BdP|>XfWn%eJO<4NlSe{G0QL(f>~rJDW?>Z zD60&V2b|k0Q4~!*s`O|pl=kCW{E5614Q$YDQ`o`Kp6imswRFx($Z=wiA4U{@V1)@ zHa*ZW!K6;qm6yKToss9C97zF!Og)6*4LlD~&+Av52RvMzXa~^J37e&LAUh#MCvHPa zepU6q#RR9M2{{Pt1W`rsU@$V-7hlgO++eLAX; zuy1Vvv!U1i%A|ecl}h#02;_71T%aO|h4V4iT=SYuOw6SnCYjB}016;)PW6>wB(pq$ z2?7Mt!@8!-$DDpamKz>QAS~~J&tZFoL1Y5^St~zZfBVFT;_`Fp8$y59rE0;n)3)tXkHxGUu zVk{y|h9;zd?yTik zNg#B|EaoEfSiZemBXYws&!oX|J=(9PUCKQx(NM#tYWg?Eb_vzt?JMSW~$3GY~@^0acy2$BVRqNMh^UThYYlqwW+NDDP8#niz*$GYIv5 z6a;TvL=x}66CpuD=14xby%#h%*%Q5ZRce@_l4|*6;5uj7YrckM^&N8kgeL9ii}5z1 z$U1_afldy1iJ!?A(XHzXFkqpmQjQ1~8`2EFn7CdMU#e8B70$}}!$rG{ZT@p!6T#=y z=WYy{uoEQuC7RDvo}g&)gliC9wT0FE3u_-=bQg?Nc17qt+SZN2MgWl$RuW?5#+_mz z!R&gp%e8b3;k3>iJEz-F(Z>KYdBAu8t8wDz?vszspI+(iJf0!7@Yh!lw!`IsmUZ!& z(&zZBDR8r^m}Yn?%Wj2GnAXe}U!*2jI#vL{3IVrk$i7zsyhC*uRy(mRHKSCY8couA zV*QJ)5!&~|N>bS!nVDK}462UC(~zF_5i=P_ra(Dz^pVh)Tn7#Ip8}PI%Q19oJJ(~) z8bA7|>}$2dop&NLZX>6CIt&^5&q}1luKh{Iqd=m5YZ4rShL0Egsg5P7!v05EH+x;n z#V}EUw)ix-MVdTR9I>FUmwLRwcSZ?I_|zu!rs&L^X=n&ag)N=R%zw}zIABTG(8pSX z0(dDv7{KBq+!)Js=y#qQ#JWk>e}0wXWx-vpMrI8CQ~m6+o{l>jWdmDS&_UGiHaE0c+Z;a=0!{!3 za|50eEx&!iZz+M(?S>4b#%$#rQVGf#C>(r?WT8vF{5KJV%>o+}UXs}hj?GfZ$^ysk zcWVuaobd0ph$IV^z*Mq5Vl?-}VKoaHB8OxA13 zUwI&#T{@c}($`Y)k}F*84f1gw7zWZ0%^z?0~{_4gDHH8}Q@hV87L$=)64g!EO$* zWMPiL7V5*3*r}~D12jJm25^6u8mMU>_Kmj1ZB$17Ai-O1PgwSN{+$s0x)R=}Qt{ev z{xY~9x{Ty&`$@!C9|5&SNwcW?CnU54TAMQx}OXRXT=G_Q!1- zzn8;Jreh{Z-8!@h*gVL?_czv3N};c#@{%rt$-S_F#@!1;-XYD4xG=;+BFF@OTc}LY z0reb!N-2%6+a7-sEJCZ8nOSRR*+L#^@+rUX4cFGa zTdv{n(n#-ras>n|U&Aw~@N<&~`a&x4>rynx=BGcL0*9vJoJUiQ+opV>G#I$e)6Aii zvJ>{?1xXFFIdi$mnGxCHc~B@iA99Y8WyBcxY-{T>)CVrrSB*XLX! z@%$FO51_PW>6f*8A~-?f<>a^l>vjY+lR zx!tp8rtgCh&eG6-Un zNO^3`v{5}ATQ0RtX0@~EbrZbCn5^A4M~2`Jn)uB}DF^bV_*I%xW*Zf8dW;C5r2;vn zZ`0yuEPLt>H{4jqyPs)1E%@j0h%$nPz3W`dzEx%y?cq_sC4&U{M-9DFley}PmP~r<1-^EVTr8vpf-o!^- zcKMNb2l6^J&dF0o(K(Sh6EQ_{JD-^>9@8@Jz7OtpeF&}6NKr)g3ohf5Qr7M&{rNOt zgdM@hG>^OBCCG&=V6>^%7%p!xsLR{3erEG9Ma$sNMV~jh7$HQbIuE@@kZ7B_^A|-q ziLT&nx+zBR@|X%MD9Rp(9J zsP6|Az{6i>g>(6iMg=KOn?GdV9;F-_c)a|$r@L8lvI2?_R|*hyNqh@heQG}1)mCl; z?@!`(ksZHG{#=$H(v_2y79oS_-uIkx2?2^PR4<>DK%3!JJ#Z|kitP*WK(zfG942Et z`oEAA%PiQ{nz(`Sv<06#`qL!z3@qpP@>v_ndFi1{1*_b%r10XRQzR2Acy>n7DVkaF z+l?z3Rcgj5g$7^-N03wZ&3VK$>JRajPC%JEq%E`r(VWrTpY*W}Xv z28L|)dH**eY&4D)yD_-te4MtP(muYAU&3(2t3I?6d!X<<)TxU8xxAV30 z+nUNHf!PnMp9>N?#y@CQ90V1BxePCf8^ZrG<1Na8({lbzr5O0(MLKd5&beU&qaIPG zhs9!h^R$G(H~<2c2#FUgI1cKDE8y%%e86=KJ`XOoc;f^9d{0o)oSEOFF)pA$o6I$l z3lOTEtV9gVYz&6u=7)rb>vVoY{|wi9{$&3sOr@$=T$7$VcRRRr%INQiu#BBbX+|F_ zwNt3|t*3S8KXjJ+a*pbgG3hU6%8WNpap94Tey3}cv zzZ5i4Wlf}6l7Dado1DM1gx_?}f=fB+Qw8_$?hA$Y5mbZyshYi>)~SqB!s?$A{DMB( zff}CX`}vhf^UCEW`-%mtAP34we*sMhGdmpodc&Vb6Bd)UsEH#T%w+v+h3}O${paf5 zU1B~LYivtXrZ9m>cCv$Tl{3e zx6mh38!67$HhY;1BS9}#zK&v87IpqN{qE;GldnAU;Nec$b67Np#ZZx$WNfJ{4%rh3 zUB{1UEViluoyIQzhHHXv?#OJdC=M<_$i^)I2JEFK@bOzqgEI7dyuE+z*iLu@=0wL0 z3{M;UQK?hhz1VcYCq;4t1gn$g1^W6Lsq0l33--=np|dBGp{lmlqpUWj*qbwA7Uh zhOl#ORO2m+;jI5z4ZtvuOj?j$d3R`Til)D{^CQFf=eMhQnHrJYqOhR{zyZyd+lnZP zE1~o9`2l^Ph#&=5;(M)^5UpiG)%2+7br_^YE@QYX=wj)p5(Kvw(hJ*VRou7(0`i4- z(Wf8Qh_}7>W`z!IJ_OT*XRl7Pl@3~Sz?-f&Lp(Yt5hZ4ME^WF?kAfN-H0M#wI9J-; zMS?yL6Iq73PlgKF@dLMu^A6l15l`{hCS|Pz@4h1yAq`0kkroF?zK3m&3H+oZcbznw zy$fA0qV6|}&b+gQc;qKg(mV3HV2j;n_BPqRK|2Uso_h*R;_T~1N>t{PhiV_K&j6y$ zrdBd>`8I{FI~ajJCCWT2z$KPIGZ>%Io+!r7HwG~pL-;a7k}4%esvMCvC=zO zsP%Z7I_<1kEXp6B*KD*A_1maV$XiD?K&WYtm`;;yk3g-m9JJ8j^!4wJf}mM^Y$9dK z#W)*SAESui-T?c35f(T@0x*G`Tl zcJq1gj+hr-_!Hqn%QBgN9S!|_RCOVeq} z5*YNzZ0QC&E5h}qLy6c(e=SR7sdghn)5+FvI4ZN_A5C^XBpauzf{k>>OmI`Mvh`nl zzF3I9R0lENb>Ciq*$PX-s#<=c3r` z^=N4@_XGfLC0ZFxfu|9O^`TShI@l2CShPdVw8-MX=cSHL8}FGhGg65=r64*97L_vA%W2$EqtmF)3r>aWj`t3zLQ< z-I8fUu2*m5T>+@dQQENR^C?0kMw8TMME8%NH{Bk6SVsqR1eWiC8m719%VU*s8N^r} zQ~rSMnj2fw`1Q;bYaNQklsL-4!QNw)g*DFLxphO~!r~q!=@u+|?v5~)bxRf1uEppl zA{$^SQ63RL|DueAYyI6*L7xQDkh#$5 zzAe_wn^FV}OCb_{{UO;i2Dfyg*2h}oWPolj0DVcGbO+~Ko2_dBHz|R}frL8QeF*_2 zEz>wmsjf{QLVX@)^>xs}7{6{>?4&6Xif>~VEuqU3P*4mtoGo*uF&a#9jNvKCGCt=R zfPfG^?IUzu5tI{*QA`PR!0udscp(Q)_XH7LxTmy6ayB13!RR~^R)iBGhf5jn(U8M2qD`zwP4|s}?sXr|bvfI)}4U#^8 zmf8B8{i3-CuxV=$vyWj(NmThYtewEb=rqCQW_AJ2nfSdItD1tCo1`?rUrv;oH{g?C z7P~md_IxZeUY`B7waWxN ztuR9n`zsm#_MvH_mkR_JN%Pz$=ak7{Ex^atA6wS$91t*l?8?Ud0EZY>W?u(n+G3OiSPO6heKVvy`}RhG$p z69l9M81%m150kOKE)*;PWMizfOW-tTpCek0za3grOiBW<`|FPYY6UL>G4B@w!v?^F zumOoT%Qc4npm0hOu5caYc6>U9FlXjIV^)A}PXrAhlzn4Izc;2S&7M+f`f_!KgbZg( z`!H~RkOY4WNTbg9N0~*En&`pXl}@PA6;<(xa!V8dx8ir9uB9D?pEF^Sp1F{gWZ8h; zuWtDByef;f8ZAcwmj@x~J9|4{0S_g(LqdSwXL^WQD5P&x3Ye4+8TU8N*qa_)Nfl-< z%`j3RpQq`UfF~k;z(2&v&aKbv1o4?Kw9>Xevz>ijq|XLXQ+IPuA!Q=-EPKeibdIWm zulGtE%fDE8lZe1{?wtgsgSRcWK&p6TlgwgDO*mNN8 zvdB-qphshM1?de=vv=pr?DAyO`vd;?Qph+0r=HId1-4w_cQ|XWgqN8}A7y18h|3*L z?%*6|x$ zy&Wvhhr=Ui3`>MlA@B{n@GCi|Cu(A(_Mg@hlp0n_>1mt~@bC#5E^3QGtBtFlb zG56LfSH2Ixr%q9iL*1MYMy5S?Wkj68U4jxmv#})y*I2R<5h=J^s?|@wSEdwAkeaup z%vh|AX_9oR+mDU_!a&-0YX*U`ZZ)SS_w%-61E`Kq`1TsGw#Kz=qntSp*HUyt|EIqs zAAKOS%fx2Sv6RW@g@4M*K3|haZt}5R!R7&pQw$QUmyD`)h-bb<)6-0tvt^XxG8k=^ z{Ox;O+KFOph^!rN>M{`)ma0ZErXhD{>5mSG&1*xyld|qKu%H&4tKh=I+6~?J)q^VM zwXl#8E4KtPp}Ta=#m5;f;LA7Oke+NpxdR3s=cis-_g%9-wsT#XuQd8givqxe!lr$Kk?f}9UMg1B1Dau&-6n-7 z2Ip8is+_*o4A!Ly!k{~PjT5Gw#l)!V<_XIY@>4JVFO``Zn*#e&X6$<8Ut}f){}i~( zd$c!_D0!sY5znV|?J*|rQ-y8n>Ag6Y9qU<94bMecrX)ov%z_e^N&myFdtRi#AnVfx zAY^K;vP&V7-jEf~*lu*LW%+JRczcr3+bJ2*h-TN>ao`Qm@x!R2|qGtaZT z%N%z6Gyv(+RJ9WlZ0j-ShV>NGv1JNC1V9JXTMt(Vh20rTXwMpt=r~If9xg%Me$L~k z83Nv5D!BHH-7DH)WG-1eA$CnrXZSrY{NNFV)tPaVz~EG^RqSTk9s1Ah3Cp~?%#+W zT21Onr&sm5F*;Vtg*uEy3z{P@(C!p=w78$&%`G;#FNj*RRZe_g-Iv))_bNRQugxpt?n6M`_QUxbrp zruk~-4Xd{XU>6A_L_U+?G!buoAR|&Mj)l7ql@58Jss#N}AWxFf7}1PHT2U&ET=6FG zd#^kN+gR67{1~jjXXqtgUKQ21Xe91L6dFR7;YYUKLWv>weE~3J*xHt5NM)}bGDFlJ z?8g}n#yd4WX%g~X;+S+Mv)#5WnhCd(AJ6qJ*P?_IC?k_9Y$&xa{Qy{j_W-n7(ux-^N~>%!kjnv`eWW+ll#JoMhW! z5!15IheQu&436-5@)>0B+DovdAa)MKfp_1&B(%*QrgV2U!fh}pYD^waMkAF0uuj`` z+YxmwQB9w!Bm0O$+r-dszTnC%ejm&f5hnWej;kpQZ<9suYD3xLnUN>%ZzZ5A)!cX%JTm4*EFEK*-j0$P;ab+vFOE~bBl)!i(i1BA=B~0fc-;ZP4J6?YQ z8P#@8!+oXKt_}-JGIYrAw7{n=@uw{yu9ELn257mAQ*9(eiT=XXy|-08#yz}Z+6#mt zrSmm57XoqiWRVun0g1h2-4p#UBio-4vuBPDj{HPDCAH-~T5T3%+K2Mvgn{=W6aIq^ zxTUm|@}fee?DZ~_h(xF406)5JSigxzsV2=FxY4+1CB|Zzbu0?Q+8Y_fWFy4ZoB6P)#0?DC7;U9=>iznGYp(ur7a$-0C1&9|xmx%vMr9gx7_CCr_HsTT&D&&JL(gD2VO^lv#O#osfWA zb`X2YKFl~#{2M`hd|$TUZSu2e&*l$I$bLH+?_rP@!_A&4Wij3pbX$-;L3AG`%cI`J z2qVL!8q~Fpm+b0tq*v!3?;9DZ9RO({cCO>8nY*fHL^yVARq~l7mKd}rGZ+ufkgRq~ zBMKY);i5&XBKlBb36O@eDI@Ud2D-=!ifA_~^+9!(W*h&i_l(j7CH2d??aSGtVbG<2 zvVu&fVd_~39(Hln95S?7?Bp(NNGPeWVK}H9EBj~nNKh%F4|Pwkb|Z&&ZA)L)P*_g-8gp#cqIoQRM3a~!n&cAC8@$++F#5rZ{d zxKGXY*5y8e^|Y9wZa(=odJn{vbiE-CMzr|W(z-`f#01-E8(q}IqIxnl8yB7gf$skW zG^gz8b&CdDb(M3lU`%#~ekE9pBvC6EcAwZg3yY zo4B@p|A_|S+9S#0lj-}#|K(ECc*uM;Yi{#4CrNiOj30djkSg=#y zVOtoav~s8tB*EyltKMkA$Csv&J;g4?@aj?&V7z46VEXnp<6v1&a&gWIgK zwY$S;=}*5cHVN0b2{VyA#lifTCQ3jw{)9-jf}ku;2ID6E0t!dTIWQ|SxJN^BX4Yoi ziT@9gX3qj#qIj4v6G@hKgWRF)k4KPyMT#k{QYtZI)f;MPkRl@ufUQG+70_%Seny|3 z^|^cnze~5N+4`DqJ~Rn6A#|tQ^6y#jLy1k2JUCw#61>b& zKdVYdFC$wRB@4=oMBog|rI@SO7LtV)%fipP(#WTI$D#Sg^b~?YFL@ctx)K9}3F}SP zFu3*`4uGRkh%bFbHyV>++zTj2{HEPC%9oh>wshUxPqe$3wCoMNT>1LwE~^CMa8Q7# zA`lY9ZV0N&M!DcfP)in!2G1M&n-J4)h%L2X*^8SxF!Ok|)oGhegat9DynHPZlV0;w-wC3gHG%GOuUtW23nrAi6 z^3rWSZdTZz__Z!i3MNK#EKS$+rd5WQU zIi-ye;m>b=i*9DFxsC9|fvg@0Y6#OsKp0#bavueruPqmU z8M9b^odzr^bjSGH^f1cLk)MFZoFl8WWVYUZei%VH*vpLcNDK4WP~CbdiCG(|F@oC= zo@C6oZ)mmg;(C^uNpCUa*yB66DJe2I&2ut1kQOTw)s=%?ZBpv=d>NNen{;{eB2lwI zq3Q~eGFTbx+HQ;y4stgEKt@vNBLPq{evk15tdTA8yzjNm0B`fUj;R6mKZM4pj&nIuEy!!!fVrCDrv)WjMrK46I!+ z;A;btgTd&mrl%32^NGrhqT3ABiU!qQcotgMs6qx_n`&NMe^!Giq4)-AuM(l%h7!}M zHWIylzT=fYJX89P{!t%E2@P=XysPng+oy;(A~rgI`VvYEsj}v$*{S~D@~?WgKY%Fh z7{TZ|wxQ$Q+Yh=$Q-v{t>dS#c$0X>R^g}i8aV-Wh`=fgarz|=ZXISp&L_PPK7%r>x zeA5nD2>Gj!d@`JAtM_YJy&OdN>>dnheYv$q5F?9S%dzTy}A zCdcqTvNWaa2BJ0pXX{I`V<`F#iDD$`6xD~!=E?(qRT%LpIW~X6Xm<+oyO!67Ogt9Z zRun;&@^7kg%1-mxrLZN0Ch^&c`pyg6bZMI6>}4LDiwYbS#nyuWBv?7C0zqHeSMSIF z4Sh$#e<#|_0m#n1mzMEXD<+(#$yzLk(!@*<$3&b5#tj%K(GCM6etkqDQ;NVKC+4jK zhOtuyHA+!M2h`PXd9gbQ=rew;2VIhF!tqmgX)4r+;-g3%(fS68j76!!$>T-1ayES9 z4qA#%h4?0SW4zgR@v6v^w}@{i3~OuRt&j{?R*=#^_2}k&uGZ~lS?;>*hVv!}lYD;l z62;^fV1r_>Fu=Cic}h_kbh`zmp~6D^3YNg{LTM~G2!Ir@QA($zo=ETgNc?n19+xZO zye-5^{Slv*gDW+m|Ei-#y)_kwJ8_~c&CC-xD?0^yY!3+@vx58BN%K*s2(wWe+R|+! z-(TyRsUC0(P+fv6FDFVcHRE$b`_s}m+C;-6OK0;qay>P!vDCap-g&CwAXPv7o7t|< zLW+s^Xjd{=6B^nzc+P3^Tm`X>Q6sR}v7aSD<+`nd{1!G6{Zmc~7uMjKl|n?!9?`lX zHvFO}eZhPzmenp9@xK%T@=W-Rd`jYZUxSc18BZ?Tfv@$P)*nB-AiPHKfnH~@aOtq8 z5l$5Nejxi5NKaGI-KgjROQ55G5v>YsRJDT`B-;qoD&YL zpB50Off>6kX`i(klk|h}t7_~;Mq6|V60^6`nB)fg23SyxR{UC=yO+ic1`TuUQ`$;9 zu{y&mY;Z(eb#!e_Y3vQA)P;m%J}y5n%Dyy)3~Va@*F3J_`@;&1mJ^Y|I_#C^~`DgGt7OEN=)sHEPZKknZZn{WRZ${K_ z8H*sfMR8Y!87{A%7ofXpp)a~>r^6^%K3QHb&j1w9ad`6i2CEcX>gV351&!amn zp^2@AbLm$xmE2_qeRAYJ!{W+ngJc{DOdI~3j=ZJgfs-JiJ{v-qwcp()7U41 zT%)b!kMv4spSObW$TGfDYE#*pwlpi$-4K_Rr0yvc<1?f|lgj91#*;L>q$&Z*RfT+JnI*uaB9p(tK%t z0~S&S2;sx_=RfJT*e>`);3zdho<0_7P9cfU>FzY@Uq}i#ws7U@J7&hqZ~`5k`cF3i z_l<`*rRlVJ(hnRy+?E-@F4^R@9#+`1I&Qr{>ZkjB>b5ce?b#^wU_#ciHdA-I8E1KA z%~I-QP0L=uoiKXi3RBd)eDcp(eNcC5(0ww8+}$Xjy2s-W*K~dc4S&=$peXH}MOy$n7*@0AJpo9RzVD*wt~=XygcAO$d01+Szlmr%_C4hgj5FF zWQX8Fu#VRxeQ4it1H~_YT|Cl$J$KUif}`bnWsuGs@7sRF=mS{y-X}&|y)>Raiyi?5 z%iMtJSHB-D?z~fTpr;y?8q+t|Bc8Nj9a+%UZcNa;=zXgq{2{$OQLs!sRlf2KL{a6^ zan@GB_;=E0aKpK%0f&gY6o5_CBcEHr3H{Bivctq@LX3`e!9*vzpR4}X>o7}Z)H7@a za`KXRJ2qY09AQl&3%m&|BqW~v@0?jKZs|PwFO8Kgat@50@EGQ%Gi5AO>%`hR)hM43 zGjT22^GviOgbBX36y-Ffq@9ozvU<|{O*1lrty}-rRB?5NNC3n`5wwA{;Vwd|mrsSa zb6hhpzQE&bfqJ>&O1kVx1B;K2U^OV{YtczzC6}gUd#*aqZb)78rjWot8Ee6Tq1sbn zWEYwHKehx>(=e3vn2Jr4caa$Gs!K&`IH02hPTC4RtKGs1hO&$`@PK3oBa^yiTnTN5 z{~t=d!Vm98MQ&cAXvZB&Ir1f!Ai>GALr+rpF|0{3;OZ}t8|pjhSv&wEgR7Lo4luvG ze=-T#j7RzmWV$%83^!Z7HR?(~D>dU#ieScBnhs2bL-EDwnB0m$u^Ynm7n$QNVJ5Sx z5s}~4cCV7dy{ZdYFUVoGLu=O>;@{caCu=U#=~PzmoBNcRkEFU&~heF+8joQq0f1Yy~l4Y=Evi@W1YB!1m5! z!B61h%J*Zy0uxVp|DNpA!c0*m7_JyJ_OKz#kyl1!$AHM2>9+)__XRC#WbtK9DHMGG z#1HOBq^uDE@*zaWXdfb@J;Aq}gzuk!3^WHozcega#OTu5_hsI;EyhcGBG}h$KjPD9 zh;9z5dr4eSQL>YfB~tx@yLlTZvgiOudl%q`cKxy`{HjMaK7NM%`iWuo)BygpHoSJTAfBR;wo5(GV5oKv?K zWmG+_9m_Bnj95leFxhs&-z7zvgO65&7t|t33QQ<36KOW=@HiMT{;@zT$`_)3%dqj=fDKMOtrD2toTs~}5e=huz8_q_CBuqRix`3x0Q zN`x%&$t1I=PH-rvwD#QBqy{#kkvV^i8Q9Ma2dLC-c00rI#W}*)?{TvBdGACqR7NUg z5kt#$Bi~`8-99XWWGJ^lt>>5#HPIK@mb)f?XUQrBa)~1ob4NC6J0GF;2fz}^N)7m$ zTw{z#TC5(}gOw)Wu3x0dES4XfV#{E76rVje5SlM|jlSNDx;^HMCsPC#Lmr3H_(q#( z?O(bu z>{Oh}DTvYsFns@>-B`{A47nLM-llUuH*hu$r6_}qW>ny_s|Zh0ik&ZpSy>P-`@xEM z@Ha4cXHM4G*G1T)aPn7pakb<_ru7Tz9|Sd|GdU^e#?M~5l&j|-4eT`S@Tk8W(7N+*pnmKk(cc(H z_p;IENs7>IW~Lp~SoYZ}T9YbcRQym}!7cs`lDTO!AIZc-ZTB3Oso;%@eD&Vxl)`C( z(xI{99k6K3o%5k7$J_%Yf~VOKod~qcZ|p0B1>{VT_QAvS>c%H>XR@br48xq*D-?)l z6RTj!LF@m68<$Awik{4S!8XRJp8V!TQZ zSHE5hF~&KLJ~iH96=ZbKcK-Pb}9pNn<+GcHm!d_x1aPr{|M=e~t&K7}u7)}CnY zZt_5PLoEt^)*FfSx3Im{A*7aEQ4O#-T-OI*KEuQMo1gI79dvR!KHC;1&W97XEdM@} zJ_1^H3$VPRdq*;ZIPR9LEgxU&ur=}E*7=wI;|aRYZog!jEFCW+8@#>~u+DUWh7`Yp zE|N`BvGhAXH;itvS(&;{@%rmYBApF+Iq3%(?${?^s5O_NJ;qAW-)9(J-=_u>M-f2F zsyOaCkD(~*WUlGiXN}^WZ|#z>GHOes)*P%L`MtGca<)``_pU}&OMr+_iXHEWl*%6p zS&@^r49YHww4RQ&1_JKNO1?9Nd{ra*FlW+ zu{*k2rcg3aFsFawK4Ri1E%ZRh<#ukyW}C1E_~&+#xdfsQ3|4Ip4nuo)aiDnHZXn;2p;5d=zN)K4G%76VEkcnL9Q58$M(XhHmc5d|T``j#^u+&<@hsYaMBs>M+@B3lf8=Jr(venN8&`Ih|lf z_X?9;Has%%oQx?1F9+_;d0&K;w4P2L9f=Jd7*SNYC(bQO+1o6bbg_#QhfW*z%^Nu?@q63w@AE{f%7(~X#tA8FAX%{)Dc>&(<4MFP`-(y^n z4}!+b0`B9*T4PB0FLiW2vXlYGGCKOz$f|!Mdwl9f>VBl$A5eUh1ja!>j$q(5zXSQ= zqQaW5&44lIRGfgC^glXHw|K=1LV;@QY>H56S1~WTWyxjR@Xx*f761Ipc9&_+ z_3+r>L^?+g1>PHV#p=9jxHW;Cw|T41Q7wvvOu-8q`n^XT-25|9xFe4L|vd$kq-lxkqy*pNw}fnr-)Vn({jx-%Tb@!w{WMjkNRtLv9qgbF2A7tlue z|1WCN4{{9Qw3|TnZyx=gwy6mH!4>bHO`b1t>sLm+CG|-fEwfX>pE&e`)llVK9d2;c z4hHvZ`x2{2Yt0tmr9?>5Y7a4 zZSDi$2(@dAWSU`IX~qR>SPXx`YXh2fb^c9zWu;#_&9YHr`J{}b|DfuJ3K*mKWXsqj zF=%lmlg2a4qaATvikW@m#Gy`AyLm%|hdjf>$sbx*eKckR8RlddDr6{-vX}&w*}~e6 zs)r(LTJ`9@&r>7UQ6qUe@op=~j+PD#iIMF`%tZ^#fYlE`B)`dJ$?>nNIK%lTlL-ldHlk(v|QpvF-!u@ZiBT<;S>Tu$RUmP4?$^ectr`2J*rctEl#vF%Vv&khYJ2sq& zkBjO|irG9*D;iY%KxIQs0KHh$a=LH0QyN&6Byv;=2Loyd$8IyNOUYf_h=5*N%4)Mc zqH`$eP!wHMbn$Tx4hsM)72d=wA34Tpt61K@+ssb{@qo)ILlKU(kZ47kh-trzUs-0) zvQ;pvd~|)807~uDUETF_Xt@ zdAZ+Ylw(yQ`Oy&K7u!^f;40D(lW4eh5e+s@dE*Kd*V5PnP14g6(>oAz>X((ltQ&uF z23KEK>03;u{$@g)dJx5{w$4g&zOaEUH=H@B9I#J_milFu8*tK@>ps+^!DqGCuDa*$ z62oKtszu~v)8LZ;heH2UVKD4%8!NAl4%*A1GE5b@Qu?NioVgJ=(@*;lafFJ!b^e>l z8H7FJe6W%=M~c2jLWVNu78c{ett8>7MjPbs%5^p6FUZ3-O#rZ%@{yQS$W4_&eR3cm zpzRcazlm+sX~Clo7O`SnAtxD!r8cKeOE3h%d_S56$-kV`W-!|(FQCe7^j#$NE;r)= zUh-?1jRZ4lpG#F%z=domwJ-euSb_HdcwNxA$BBj>X_3n{)qku@cCo!QHq{-ANcaM_ z>7Q#Pfq{uz->0d2kcZzSq_c?d4X-D{i%3c*G(cSXTBh%3e(thI{#0)Fm)Pn64+m>@ zt5(jY=5pxmuV_A_kZTZmn#({c|lG?b-)00&(RopC2oGs4T%d5+|3X*A6!ec<>ymjE9R@hLeN zT>rbr?lVs7?aHyg@yt4)u(cK=!65L!52WSp?`JqpR*oWq$wYI0-hYoLZnNJ+F|!; zav0{1+5xtcaa6&4Qr_Zk?!Iaojn|=j|PUm#v+h>c5 zq|LnSMZckNE+ApL0^?6*OM@=laQd3fb7_HshKDF|XY8noq}>1?vT}4V!m)OzhoFRD zEyE)%dVF2^{Q?=?7R8ac_A^KvioNt`X4}TdtTCv^!Cw8fO?T7&z_}?p9hp!N*S-9p z?Il3SPVP&`{g?U$E8eYFd4Umcqj!7TcE+BfDmmUf0+M5shu=Hnr*^zYuG~V8n`_2B zMdDSYoIzd#=PBv?c1pqgZfLmW2|Kfmf5jvPrWK(sgs&yC_)_+CgD@egBjIUBRd2d# z(6+gx;5#{Ecrpv664Sx}_y%T8C(IQ=S5>0@4FE$mqW%G%I%~{)y@5GgU&c&P=31Vx zguob03jN{wND_I0yvvlUwbM1?w! z=T{w>f@XjV zmUMZ}QlvGqt^2s(k_N{HsPC>C~QwTv3(ZCm;jlGFdc_oJBsea7SV(2FM5+3F5XOG zRDfRDnq_`PTH+ca7F$QD7*FGT=&h4>HO2;JTr2=hw3|2T7rT{JFa&#A**}{MebOLQ zx0oWjz`_W73F@fk)dSlSW&8K<(PuqochQU>%=|xiEEz-D3i?V0%4D> z`#iOW8XMK#*k`LFUoQ5bFAqQs;F>jogvaCgcB0mpO6HW2cJA@tr8StFEfd(-KQEAo26kDm8^UN@mA$0%7PVq1cLIS^jbI| z1>cfE^*@FVddE2sgZ$zOZ~k9$*qU&0FOLb z5?B-ilNitUNx|t*Lb-pkRoQt+#QiAo_4zVOa$;8y4RZoBJ${e`hDm3MN!fNpw~_eq zL;GTH-FT`n(I3871JHj8Jx!wamCouhX^$h*t!ut$S#D$Z42X4(6>ari zv%Tp?7)CsIrgPnWOb#x!i4?qb_sKDQy2AYG2jbSy(Ix?H3+yEtB?-h`36h4ZAO8}| zPbQ?Sa2uPKiD8s))Q!%VBRZi<^8ZE3IW)r+g1Q?0t@dR~^O@&%d9o%ucHGC_&D$|x zwQr}Zut}mM}6`YM}SpYj9lhm_sm*k+vBkLg4NVrQQ!Wr zMU%_3MKw)b^4{M6hKI*pMc&s;L>`@1lKmwa0&3PLa=fDg+>GE#kEB2=}%?EWh zcQA?>6cPjAtQi1$T|8xI;&!JWUaIJ;PQ(4*^b6^riy=mVa01ip{G1;8S1RnCdDITa z;?i%aA%@wQWHt`UdOxtOZn%TKA?v~Q|CvVBbe16dI~Lsho;Ven^zFk6QPma;Y;9fo z)TpMOb}W7Zk>CkkEZtp<77tZ1j;tT$g4iHAx`5*$?E(gJsm5@x=noEJ$+2>v66?Wp z`lu~%tGVj6H2l@H5t@84U{FE)-QiFgLXV}X2m7A_9inCoxYjb^-TC2xLK#Ai7-wDsB6S3UW@|4&)+TGOhDrl)h zydY!%e>MWtIA*$pRaS`-%JTxqgGK=f4|~mqUPJm@oYf)|Nj3AbJT_kclfxAD_=I6m za_fkh=D(z4%jP7XuvRbf&=ypPOSwGJ2;DFulz+{UXHuX7E8_3h{9>Q91#UYFF}!mb zD<5N`Di?*-j5={nI%PcGp1zB?Ig)QfdIVtsp3?YFnG5cyHs};II)4)Own8|RHN30& zX6wxGsW^`F&=^b3(7c;))sMme8}kV|6g<0xi4E7#J2FEkr|kp6U!a}4ZOvRRMcDXH z5%VQH7WW(Zh4&N!J03e&l2WbpwAa->W)tjEwwq;4{coRN$rzi5Sz+r0hRn?gbBmp* zO4Wcvg0z4CkFgdN8{n7zqmM38DF9#px#OI|+_)$qwZi9; zi4BS@A92&BpN_s#2MEQ9Vb`#;951+y|E9?ULe~}p2B$nwg_+B@?92fUk6OR*#3>0} z@i^Bb5gk+TnCosv9WRFJH^t|i1!;K$DHzHeiOT0lV^YmXv?e}X-#+__ky_KS%2&y4 zjqV73TJi?}cA<8F^tca@Poxu&*~<|tj`e~ZPGpmCaxyRCy&ajrRH>n zdqxT)k!B8;BXW&>K~~hv(bGGo##MqDsh-U9#K z#3Oz+JN}no5O)WL`GA%0^X-m3n#{?1UVvHri6%Gcn`f~h7uqSklZ#F`%cB_h7Y5x- zj#^~gG=PC+J9vBjolHe`hrhV^7s^W=&8uNTPeqXM#`)D` z<{GB6K)pqNj^DW|*U?yx&;GB~`sp^#L=EQ7W&_CJ?Sx$zGYrpwNBnKXJ5c8Hb`u?# zG5l?AP(SB&ngARXXhq0C;VolAqjrdICgTOE%*6tq?Z@y%3!HG92L`+CmaD6k{!^LC zr3ag5c#K&-062p-lA8kEL(oE}(EeUV>CDrMnYz`7cAiACV9pC z2;T_XHBV^c^RSU8MVtGu=$-H+=Nv_sxH9dT*?6k3Nan9%dK(e`hKOr#BY2)^z2r%D z4kUD|eHwJ69Bq36y~`rXswHuJ=xpBZ>bb61Jl7HAPBZQYK=z~#D4JNfC}M?!V)pXK373AXY`#v2E{MZB;1MF{a?^EQfnl7CSw>9IFvi5?<+M088v!P~ zh~_IhAr+qATWDuQK4~#Dw=BKovQ;0;nWh9RU3m+4R&&5kVCnpf2$+tAJrmftl9hVP zu~H>QeqVM#Ncm~?Llpqg2utvXI8h4v-U@|Y<4hO925MJOwM1V)540&}2*k*QttovP zE$i3sHts z^y9eI?0B#a4HLzF^^fOYvu;WSp*r ze9e44=EBU>J#PQHqPs|~4Irbso1V%2O#0MW?JF=fx86XHlld>m3SDU={-@*WUr9t7>cd~XWWy7P8-pK!H`R8Ck;V@|iD)TGu+&(~Z9 zkJsOJXZwQkjIdUkd;hD`7kaM-veS(UX`0-uEAZZB3{4IQ5Dm=Y&Mzgkn8ANhi_Q?) zg2o~K>}(THV-lzV^LA zD2N<&${)Z1@`9(G>C8cjM~MW@9}>-~ZcBV|#sh_zYL_*=soS8;R>=QzLlaV)8_-W? z)rS3|T7c4*mIudmxDaAq#EY%NpeeRSGQSuH#(6iin7vELA36OA_eez}m^3Cw2Gp45 z>8cIO3txg~_Q)uxSK_*FON>+5PIb}3q7rpy^6l+i%s;uYBt2HD|yX ztho8Lv72s}w}pv#^%FxG^7G7UMo#w6{*i7zW3q-i-WL0j(;Y_8AZ{aq;1uwc#4b@^ zQP;v6C_r@)4!1dV(BMt=3mB~7Z6tXT&qmS2V|)KVelSPVWPZHS^H7b|gv9Z1YRBmc zd%gxe$voU)tlAQwnqkE`h2$e&m%2jL9}7Ox zTL(l1vQ{&EvP>_n$cHsb1hk?e8_hp6XiU^ajf1i5MeIyIP+sMGg;8ako|Qn+D1-iB zMny?dJHFSUY$$!ycab#Y*GL|@s2e_=Ps4YfZmqL56|0~K9mW;(WO;ee^0W<9$*|K3 z>}(BgU#kqqxemD*xoZe273qy}WDPEslK+>|zM!+%%T-mITcp60=UCFW1`y<&gN4|W zGcS01td-Twv}6xI=$C_}R4?lAfBNRgG3X?D;11sCo3#Gsb6|x7eb5?^?+*7n@qniE z_VXAhO;c{OtSi6WsKUrVw@OqIV9;&Wb=@Cmc6&_dN&&o1=bSR&C8Z-vWI>V;hxUm>QsK$$4XDCc?lr(UzKLV#wvWRzuUdwM34n5c?8;c{I$!NjPVx~^@D z)>ESRLV;p0msT}w8nU%PiH-$cya}x zeApFHi&=8&g z@`ObIkyOYfi->#nE|-Jip+CQJd0Mq)f0`nF!F;8}-tkycX~p#YT%*WCf{4!wW?RRC z5fZ&xmY6v~Z6szpIEt#>E>-%=s@s2Z`~o&pW+$t1NH93(v@maFmS=vA`l`fW9iY5# zX|wRubD0NJAac zG_6*DziMz^LOxW?F+F-n7p}Wht1`8TSGQe6*Krv^{n0SNUWsL)L%dOiMj?0uXBfqt z(#rV_01IW0RcXE+8{Z4C!oS-acr84lN%W?KQPLBh=aSrhT<%)-VR9oCyeJU=LEc0e zY6lb9q&zQv9D=9o@6DG=6x7Pp6`@m-^-?e)!qE#w!iL?z+_7T8`20;~`4A^_hna%& z9}24b_L$U4uBi@q-W?XZuSb3uFHD3^p!4|?mnIVdiIa+#e>U(}_C75cw=Z{-cMwNO z*V2y>%6`V)VzQFz;6;$9cQ@bUlM8HeQhg-hz$3(3%IEv^UiW5f}13 zr0J74)yRV3T`lRNMQ%2G?nBFYw&I_VlldH0D3w&0mCnb*GN!~nEN+)^NuMBQa3H$} zEIm!R1r6){`QjIDeyF_Ep+TwF2@Vj(m?hwOw6_~6w@D__T_!2!%69J5)DfSwT)wINIFaKa_B zl@G@Wnqo4~^!~G5kO>%bpR}c(xmh+sL`otcPk@Om+q7g}+?QQ6p^uu?|CR!)A?7Sp zM~~VrK!81A2D#R_6}FQNBbHT9GUx{O;m4%!L3)86;_YH+fr^w$;xT~Zk4*j{fusH+ zMC%#UsA|HAd-nuUID%GmV-m&-YZx!3q?h3Z>WVc1Tl21H)x)T0UnKzkLi1MF)GVHRB^UJk%-K z5T^AF`WM8{FW3K;rh59`1R2gIEV&DzruF0KVil8y2Rq~u7J%%Pdg$CrJ9B%gJrniK zw~B!d=rVyA!4CkUW;Y7p|J#4eyh;0Rf43*C&~m6MM*8=8Fw}~KJaqp2_Y)%;>c@38 zcy>;wAQ0#S##>>gjP|tRRiSbX@{j|J_L!!?UhqwK+G6Cjk3GEYwG+QpgIU;t2>MtY zTFxuMbxr|%mlmRj-luXBRlN1WG#cZE`3|T&iRBgY#tQ z=CuID;s#&OfS$V6#NiR+M?8)qu`G(K4fG1T-Al{8S!H6;)}Tj_b1I}e7+2qGO)Fz6 zj;6qtQJc-^tVx+otmE3%S@2??h=Z1XyxmzOB(5s-^+9|x!b8|-D!lP-zhG_-Z^=Vk zFKQFMe`AN=cG4@5K;AhWukUL`+Fy`rRb-N+%cG?(-W(p&x^Z6*cnMjrArusPV?f?H zl9%PpNzthc$3%?Qq0L08@gu{u=bNX;SkZ84OIzTis*}~CrXS2t56MdN7pcinsi*L! zcN*Nx)-e&LVV^xrq%+HiP#q~6T~oqgwr!68{B%DK#{HVDcIsWtv^j~v4OviQy--~q z&Zx|?Js2js+-l?F?kmfw{-(||9Rdbg4aDAVcNv)FM{`|qzslS z;TnOwCRW?&a{D6h(rZ@s_O}vV%2o8>aj*>r&|O4t3n{Ir^{jGpxnqhSru*3yP?Nk+ zYaLv`h&DN()1H9!DJ`X{Z;N1e(t+xCai~=ma(=8WT21Kls$Hp@4lCfyXg6UK zf6}?+q{_XWE8T#_l8eXE78#6R5+5(OMF9c7>K^WR(`WAQtJ^Az#=^iW+u6yu!TO!) z%l;`W))B}+{07E%`f5p2wc=Vtv|J=87{Ury^W?|IK{M{DApjA+)u||I#sc) z1Woo9m;a-M0MV!C=m{Ek+RDN%(hCGKnOsBe!e>QzJW^{~bWxnJ_Uep=at;F>>7u^l zDWrG5Xi>KZ<6gRu_!|;*Mmw;-ri;1j_~?>PO)fmnj1M9fo{*~h*C^0x=JQI&(cS_$ zLsdy4i`K*5cyx(iYz~%-nsi<9!}LSTUY^Y!O48m??v_#DnB#vj+(suJE+xpDS`NXdwDrso(nf;TSmhVB{`8y*R29K zOXzkG5IcGrcWDFvqh%8KO^I&te<1FFpS=L%Ap190*j{>7d+au5Gu*YOeluCH361^N z-zDi>Fh&%4NcllxoXN?!+x{U;5I?oeE7vK|Afc+Kc^||iR>YE4tff+@4$!s3VhN3S znRCT0h*^}}nzkc0cYHW1nS;CxbmH#gQFtHZD#@1Um& z>=CUcZIdB(=n$1vaU5qOhUGlHJpN=K4Ol>mCvO>2k9nQY$=mQ0rNqT!Gv=GmDQ0TC zl-$0908Xk82^!wY=v@!yQ-(2}Y^a&LDTT_d=M3C*AIiiZhIk11Mj66!^~r($Cwr;< z9?}D+sG-Kf_E>=%19pFzvojfMWv=hElzO=omUD$8u#O4wWv&XqNxSV#)y<{PP(g(a z%DSQ~=))((S0v+Cba~ndYv1cMPSC~+YZLNo?_Ek@RcWKt%Dgj+_{j{<@q%s%U_Q{6 z;#K)vqvA;fv3O_ z%L&Cu@Y~1E9k^4%k$1u|T_IPaGqe6aXjjW}bg~Gjz7ZW*>SA%-@jt2_UPb|DgU}Q` z=Jt`m$GvrIs=pF=@&7Ev`x0T;a`}nQ=Ji`D@APSWD1*~G^;ifwT?U3W9$p&v+6V(jpZAoyS zMM6!*u4r2qE?gvdmllo)d0$M4AHn)p{zB5>#BX@P#pn;StKWm3$x{%BMuHV;wGsrS ziLty$Q}nH`KLN6dv23mZ5yNF_oWDwv3t}f(Hbj5083E=SIKkTmKtZD84`0iDB#+j3 z!?kR8f2k?>U73@mJ96wwKv+_aVv(n_Eia%y-&l1oGeshgD77#B09b+d06EF8 z)}5i3~Yjrg#i)|HDGX9PTCB3h)iX$19?$s%OvR#CoG zNi$S*HX75G{)Y-CPk+q2ve2J`bviij-=;$J(b~uZ9dC?K5y)2wPpZa`1M9(t1D6?V zOw*%jQR~FPt_&xQB~1CMAZIk7XS&L#7LYUfeUf!k@;J6wl+z{v1eH2vuO2eJCXMzk zH=e$-JH@9DYmNm6ceEGRa00D-z?@ph{w>m~_!O=(j*B#P2D<7tw=It}N-$~cJ-jUE z-o1$I@XPu}>C`GgQ2RGARXyf&`yTZ6t zS;)aNhU{Y9EA#f!ns8t(8HV3BP)8!yh*r8P{ku6ta(3qw{LBeZAJ8hT2aT5r-y^*d z)exrL*M4yXV zmS*NfyUKU`z7X-07tq?lcLQ=sz}W?+o$}GY=zl)K?Q?%kII~_QU|$H==<-c&l3W`A z(5~q3^%T%uEKqmFuHBrz#VENlTwCtbbQD-aRQn;V_+PL5h!$CIbyHmTUJtf0>hP zY1x#0lZM_>9ABJD!+uOccGPu_j;Do4hRh;u=iM2fqD3Ap+E~CgPZ@fRqm~wqT}-g7 zrm#Y3ly9Qd7uMFmQ{<_U%>$HnZO4yV?u=5VJHXo$V2!P@X8?SCCmnjGpzbXvSYPD7 zDpkDL-2X@`LPP7!?l=`t=+r$T8bpqO`Wloim=ZLi>cQVna$k;|G~!?3g5_49KQ37i zD-U5yqIT^h_4OX_Ya#Pa{~ubX{l`m||5{b3+m83~U1$6JGZb15=X~u3>Ck`PsLpi$ zI%NbQNW70&1TO6N>?qVtI!lvO;_qc^1S$?>LlZj2jPUUcuSQj24|&dQC0wB8Gj2Dx zMdRIvfQWDcI8@$fa5jS;$d%_1dpjY&a0k$RNfj0HM#_z9w$T*wTD2(F*H6k% z=pwlgzQypNB&O+Aj8wnAik6RPi1~O!I(a-Rw#{_ID%g( zfE)|^^pQja4{!}FA9v6uJVNh!STi?!4bI;CjW2qMwx{45@`xO&)3yV|=mUg_+3~{5 zRQ=C37@ID_)&}oNlGTEa%0V_5>7c=y5q;ttxWl=QzGZd+Ir?cKn@P`trlc{ zB-}7D*u?t&Z=m+V_}Q1I-lOq2IEr;RPGU~Vb&h<&(3@ETDV90WiObVFz9~WIdIO&g z-U}g*4$`etYj|$~2@o5G;Mu-TO5uwkw6ostlK~#xu~1wI%=4o+=A%bV&@Xp6EyY{v znPmpVS$~oB@GkZhd!uX87Uj<`9 za)hNHow@a8av5Y-F(sSA)A(()*5GWZ3RL|!SV$dfSS|o3JeXhgV*zf?o%UeZeJ!G= zNk)Q1-OTntkII_3?B}*7E0OxwMj2S{h0KrQ3d^mBQ~A9=Q37r8|H2?)Li7zLD`Hju znTK?gF%Aq6#cC?$fv>`lpd$$@OE2I~Dj6+jFTdZy&^fQ#mL+ZG279Z+wYEua_~I0# z#4STUu$w8$c#YpSm|`i##KkP4$GN~PZnp@7%AYm45z)kJUuk7VEM6oW+M}+P%+;;v zmjMg>?@gszQSHo}EhVg`Oh@~)HS=f)@op1Q!rl|klKrx1!xNwRC9VYOaf|5=V)Q%o zOTPN}N(Th*d4V<)G>s|3AXWo?9)Ix)HMa*2(d zXM2jJjdlA|R{&i_DK+pO4>UeVpSW%XgKnN}odQftcr17<`VlZ~nU)qs>+3Qc5g+3z zZ9x4HeDy(iRiN6)>!x2_ya97yLUcjrr{`Ysrdby9b@5mWGzMx%TzEtf;;;wqiBaej z;jO^D(fgmblWj8F=j^>K!)eR6|H9xCxq1ZxjCVePv?;+ND20`)om?6?ZcBz6^fyH= z=&lM&_R0HaOu$7riO872g}Y8cF9V#VNOQ8li^W}y4oH>$l&*cT2!lPuqGoud8%efq zxTdx2_DhUG(4!if$ykcZcsr;jRA>ar{s#q9<2JuS-0_EZK5o}eqQb*ftt~4aG(oJ0 zU1du2Qq%Z%vn_!)w85cR%?WbMD#BhT$F^EpSbq@5f8mvn4d2l2tN`NpyCQ#CbDlpX z7|YE27~F$kVnAR=91FKklY6yq40bnQ4DV+U#IkOp3X~3IPA^KUDBnK+N*J2J>)W?7 zzI{tYh+jt7tLTy<;tbE@P0<=aff&+XNKx4m4ix4MpshXRg*A5Bz?EB;Q$?VkhZ~uC z%Yj>DJzXpaD`#%Ghdf@Alu}{ewg6f{rN5L&ZO8RgY1=^Fsvi~2AwOIk=yy(5VC5;d z1gHD#(oOF@d96*KKWx}L9*SAf``Cqnbwt-J!=u+C%-T!V)f0S|-=A7AeOx1277?!5 z0998zH^xvrQwFN-)FR*G=L3n9FZ8<2rm-G1fFKSq2eBB=l z6_@*(lbS|#x!o)UkG_K_r)*l0$s-2R!UyMzPjNMn`fdO8p74x}DlzZpoDZ7#eB+kE z#YnN4F7!*kkJjO)JlAKZ=ZDN{kmKfB-%pD?HwsU)wPftv`sC_16^+R%dgK$K+N%C;t)on5a>kR=mQRt zN6c#&Hg8YVO-47n9>uG#fg=Kj!8@i2bra3X5A{2v#<(W#i@n=tsxI{-&D&8eENE8S z$v5YwLw*MILY^A!1E-;tJ>KoBN_IZAD0(a#eYmQk5aHpR5ZoNN6-nrYcT{|CDvVT& zvJkJPX|r(0HkrqrJJ%N;Y>V!tde!{ZQFL+Ik_}}^0_(j~xe2%m9m$FhYw|Xmtl*xJ zxu%*3pP}gn=dWfw<$nuue$)Gv?La~HIQz7y(dBmopvA1P z58*W|RWv9HvUZbd3+CPLV1Urx_k6Ey_dY!>3Xmgqqco4tV@XbZT&xaspP;nl&1xL`ujq@W3psfN#**V-4UnmHmRU+jd7wqAG zIkRMF{c_i;%g_aJ%?pWJ@45WFacDUntzPgM>p($*v3D}Sw#=W%)d=~E0$JO&s4nF< zNTfR5R>Y442a-iLvGS^wh1H_pjI*8_I=?OqpVs3QqJSmTC*1A9teSO^P4FjZOIx|p#e|&HkBScgJE)no9&txcRt1=?pfg>`LRFje`Gy1R)=oM4P!W`4 zAU%&XP{FKxFZmM5;~(hz(z!I9j8Wl~;#|_6ero+#OlZ}1wn={X$tEl-r5#JjmMTu( z4GMPj_YLBEVE3}RQi3)uSr0dbqf5S4%Jbq?I^iT^dO&MmYHst++JzOc63LN{mXEF6 zsuphW9NCAAKLGv8YEft}q*!cu#};{0ZVS@+$G<` zXVNf7Oww+`O;0Bbeosqs`a&U|3KtJHcBc3=BsJ#NKYWFRE^*o%Dtb;ukhTd zcAL#Vk!#cErDr1i_(I1`qkPnb#}mHrULFA2MG;h59Gr9IUu7QqcP91fGMK{&`>z@n zl$?9XR6VW*q9{u029Stzla1$+l&Q55`W`JxE#gg}(d{lqXM)@|RhR<gHbOPuG&85*4wMZAFzMjUWg1J`lZH;N(YiiNRp7GlR+%piJX&9%jt< zrVuk44E&2Er*JcbWQof~A3`etDcDL!LnVfUYH!WhswHCu-+8Z5sWepeJN^Os>AWJu z{hoS0B#LKu9#i5QoIfmaw`7Tl zTCJs>17JfA`d>fDPQ3O_gePVX=JPH3(k+3u6H>S@D%mHw|0Lvr|<_v&UvC>RW_QB)*^Ru&9C(B3#K z>F5bOp#vsOme8fNF3Rp0*ra@zXV7W~x?2raczDpZ7=*DAk;WqnLiO&GgjIvM(|7cK z*0GK{234WLAT-3(E11dXCet}-qK>U!s`NNAyyV(|Wf?$XxXmJ78}kOG!G-maEkZ1P z-Z6M6NCK9a)6CjUe!?wo(sPsq2JjnMwNboIG5Bd!COrQTHQ93ST-Um z1Xk9fWO*_}jorEe7)N5J+t-59I&IO+jyX#Qh^Xn+j#b#H{6p?fZ1)o9np9`3WVP75=a-#<7BP`E6nj=0S2v1zh;#!ncxQOyvqT$48+stiXw)>)MU zblN4p^7sL(Fe=E$p-`}ulE$%9vhi|lpNr@|9V*NCytOZxF~L_AXu2tkyy@^T_fjDI z0X$W&;b$ihpc;$%6)N4v*3lX4pI`)Vy}}rK9cB(44+56cx08-l-GaUHDkM!pg&PeD zbeYg49#}kxeDP1Q{OZ#wtbTt|?;nbG)a8<-6hj>vqN-bI{0wp+OZKWw&MV_xQQA{A zLjS2p(>*xFeBoWJ;K6ub9SlA}S+csf@?bxFD-0tnnrropkILN_Kf8|L8i?w}OO6^; z(RNx{Z0!@znpVZLtx~3hEgg!Ay+x$>y-77*HECCHVj5yvCjs|v+*+>B?tX!Y<6zPFKx83f~;QylR zg^_hPrB2|?yyZ+--c*U7o?a|Uq97Ru?*JBs2r0dUtGf!dGky}sS3vknTNevG^#S@- z{-$6IJ<7*-=F3t#AW;(p$%q8+w3=TafUwUB_3;oir}{BA&k^Ci>;WrzlN!$+?IY~n z2g!e#*)ld`{J{9rHlP_?MN7{|4 z8#|fHe*XSuBi@btz2UtvnRD7=n*Ihu!uo@e(!M|rwo40l`}_(XdiE@mYf%V9GK=ik%Ss*yLusQ&>E^@9;%&jcqwtVwf6KKisQ|5$T1t8S)+@1Yf=rOWtP zA$c)^6J2~PPpdg%?)&9EgcF$KCJV`V!JMOMz1+JIlaiL`Xz!i<{8JzrJ1{n*-_3?H z&xL5NHETYXkiMg)q&WII_niR&bXQhC?bu1<-FxG-p@->Mq8QMij3Ti@6T;r-6#N7R zqRAjw-1U^$cL%G`mRvo+Pumyol1Ned^N}#6^%6I!J$4A>?Y|iz=E&k11j()sPo%Rl zlm-+tPcxwj?S1kAdWH+1985tY4XzLTjq-br&tOd z&AITb>AJ3qknv7A$`jBK&%U*%p?QWIHAcN5U^0Ih2`CHiKdfN+kzG*w+&L_HT6QsV z@K(V&5C!^l&2zqo6LH8nxYhfOI8m09>x+llYkG+a(EU@yrn8wZbceQT(>Q+UW50HF zaL*oY1Vsq+bjVNNnsmxt_d!<~PJY09zUJ_qY{8!cVUxWRa>FPqmV~J))`a*P;KSFr zeu^|wr}65}gC>FD8_YLL4nM8fRuf<4DrHtPdOM!Y857C0(mh(~J23jQLlm)Xfk+Rp z)|Hsodo~zzMO!GC{x&!XOUojOHU3XR4S7YYdDgxTB)b#U(ZTMBw6>;0jj;BEJswx< z6^h@^I#u29)$)m#sn`Nc1T07uyAw;G-L;(8Gs>(VyBj6MWt6`VD0M1WL|D1i#vJE{ zZ6dWR38r=XBGkcI`r;HWn~$HajkK%GpAs06c2a3G(5v)gzy0uzc@K#0u}tS>sq2BK z_&hTB82BX)50u9JeG(5d{?b(|CAGF?URg=2JDBoZ#N_z^x!`CLyS9v61&}Q!`r?;d zn$y&g=9U8HM$RWV>wEvwa@obzcn5*rP3oEQK>`%0_!Oq~IH)|)M>ZVpZf z>#%}B*yaWhG!t!9zqQLU_B#pv!S2->j`wzmLLz-x#i2ZgKhG4!hfj-b zk065zkeBU@ZmwhA%p5&9~v%))Y@u zF(XCu+u+S|?GLCM5Fq&o>ZSAEaW~pDLQ#f_OQSvsrl`PBZ^=p%#g+z@2ni3D7+1Z4 z2-8$coEPBY92gF_Wy$NXZ9En$InS2i+V^XUYlzfKQXHYrOy|YVoK8pv z#slITy+0r|enaPa5hP9-&>J|}BvJ{4tP%Vt%E~mBISfp!S8l`U`PtbO;?i`kBwe(l z6<;jco4LI>A~9`zBjLB<`8M7H+Aj-Hq3b`bzb;RF@(N8NuyBmBlmnJp*6oLdIZ<_t zs<<3LDy`@+16`r$~1fU{taKmNUxT~P%GaXcdfqbr+OEl zQe=vJ2!rYSOCKUbk|-`Iw}8Rt_)pwvg5&<>RA)y)Ygl(l0DYYph_UnzuJ5f zT(b2LusN8|IL2N*3wTlBoLhMAvCEPQ_|>!IH1@rV z(RRLHF#bqV<`)ik+QF7rso1?rdV%Ws<)H(01f7g=0E+JF828=0`H{@VfoBOOsYb`U zGF0!GmPbXLvmi^Ci>jvNGXu!_-B{+j6WqQgpl9zWLt5urBb@(~g+fMwdqYTE3ygG9 z0<+#ZL_F)xo%}y&60&W?@65i`q;M6tba|bx|QS6nYP%iXW{)3d4Lk5Vemd zUTLnCAJ%e8(?@my>$~*51TOB8CVi0L*igxuhpqvec5iggSd6Z=;0<|8X zGiDciIdGYxp5}L2hY{rMcN_84N&=+o?h(oI2xOm!BfI1+112l<2;G6P)EDEs(GZv7UIIh3ZC!4LSh(DhB>I zEaKB>QBh?q^*E>S7{4=oSp&Fp4Z)3_@aGLe8XVEM5`j5!NAk0d;tjNO zR8JtIN2sh=7`t>@ccARLiT`8Nd`+aiopvE(v%H!gTSd(iG8JU?tU`K#2ndiQ{{_V< zB`-^#6S%>E_51wDx|_jehkT$Tqb}dE-{qmIq83ukwix*C4Y#SF`ON$dt`8S0SDB+m zujttBK}ou=HrWikFs)!p{$zkiLQ;{pNr&B9xADI{dlug+$`YOCf`I>e&U+H@_z~rf zM{>v5?Rwn&MNlYf1xw9gv!J70z&G)!s}7OkrRX0lgDMv7=P|S**T7Y(_5DC?hVVo6>7N%6{y zn~6|W9bOXSx!v5VvW5W_Vw@hRP!Ezj{7XH9qfZHZHw4)CPMa4WtnK96ee=`lO~gb4 zFyDXyKl%o3BF54SRi}L@l#jPJax{dymex~M`v#1=aUFJaVuA@r==BD{HB%96IkGp= zwMLmaZOX7PuDikmG!WZrNsT{g{phhD>LrdzGY|TX@K-8s{GWVn0Go7xNKW+sCFPWo zrZQ?ePd11LmU>zRE~bLf;!-HJFZ}>mf%gF1cGQ0nj+G6956_z%Bgc`r-m0ZYuO_HN|gEU0r8!(oPlQE7ph^*ixnoLnh_ zuweGdoZSgcuaf6l^`$O zSaaul%3#xZ%vQ2>`1dW1D-Z5Esx0S@u>7uwx)Nqj&K;1c2B`|Wqooy-&@d3AVeXSo zuKyUS_~+=3+tMO16EH``LRE+Fb#eJ+hEJZNp|w8YktNzK2*Qo4>P}eQ57QCOYID(K zs^yeNK|MwS39k_*NMvi`4TS5C?a9d;Q#7?{5*1xjnw2h`S`g~5|n4=yFs^xxE z{4w^1DXUa7Ejhq;Cb!sCq>rop;86t~sJv0G`-8G`Kf{8J7+4C;g;Qh_>jML3^(vN9 z>Kh8QP+lp^B~NKB@WVg4R_Yg4D2tJb?NQV5#&s>=7L`VT_XNU3=j#=Z?=13vhb*SZ zbTI}^Xs%MyyBtI`3ppZgVe-QAaFjQTU9grKbqN0gix^F9eqkAaMc^R2w|{9c_SqN- zmD3cP<=Drhw=;NqWr8ee&VU?H1`W8!_4ebp;#B68S+yF*v21I;_tf0fL-Ts=7E&0U z_E;pi+nqr>3YXh8jG_NRL|i%gRRUBAo3o~$f`#y)j4bPJqYz8CnL}P6*#?x}(&N`hLHQ z^7Muc84^vETm2I2!r9u?p5a=zmMZhGs=l763;>>7iItOMhUc zHekyN%DdHsR$Jw#jsAPJQM&AMU6`dodmGu!S{zsfWr>?Vrzupq0ZL9^KSS_lV{sEK~=oq{xyql39TnNKR-Bmyzn30;TNg z&P2G~qm0bch?V+b5L(ZQ>3nN7&0%?oU<&#CVQsVK1 zPYK&d?8aIydJFd$ykx$jXlYm-vN2;esHXwHdygt=F2bROh&Decla1|O>)^^D^~ z`i+T&B#0o^Z4axmB;s3sS9}DAIO=qVyuHO+i?y8aBPuUyKzdv1*1}diof2T{;fz7F z#u#CJYiMgwZqrA<(TIMU(l7PLzB%_jq|GM@v6H|#pl``P)F$eB`9pddc5)01)Ta}? zcoXs?#(CLrG6Dn4In`yCgYW`*mnuP%P`ch^#evG5C>;F0O{d~U#d=!iictxwhE4%$ zuN#34qCm(ubD?LC(D^FE#qF_<14ebQ8l_QSS*j6MxsHnj)(Oe96W4)dab?N>&{fJ9!)iI3SuX_lK+jF* z_OgOsL2fze-6_o$_8L}Mhbx(CpH6{SGaL3=^2jP_yXZz;P2yw8Eq0??;&w72V;n>G z)oajfXGYK7^#0{$((y)udv!>QOaW}N>w|m-uVhw?Xv!bwOC2>t0<(tyYf=BL)t-|l zZX&w7J41{Mg-$8qwD%jjoNg+1Kqoij#Aatfp|t|}!-e*rV`FilYj!w@q>0C>*~#$H7=0SEcK+apPhHuwk_B7KrW9i|mi z{)3(>4P7R#@bi2T7h_M6TJt!D=}GHa8si)fJGx<&jH*ADe-Kt07B2o|4{{Z2+lfuw!FKok}E~GY!}zr$fA~gY&|-9Lpr2qpGK2 zh~tU&;Z-5nu3ql zDSCHwJcHHqc~S`-YSNV9LY3P4V5hSvr}wRjAGr+PdVqPjTIP8DLK?rDH%k^1n&Q|3 zuYnU(p27uQ@d>L+RPDVI25h3%Enw4{QAdHuWS3a;+!UwVCr}25dT_^a2BK_?0>ykl zb}u=ZX@0-e(7^n<(Ft!?fcv>|EQ4=TiFE@H9HMel83GYs3hfzT5eRsFHkhmPYNizy zVlFb(RM2KBP^@Q84M|bVhZ&bvPqxEy-8v#*xqH09R9_IRL;Wama`kuT%4drlPGD6( zCf-NU`Kk>f5sqq9IGBm*VtQXkOi<(w%3u``=2lZ+*=X{?mIjO*oxaK#jR>pXlZ*cV zuQmN$G$pFi|7+Y+BeTNPZvdFc$=F(9;i0h-)IUgLPC+!%-wcf$2&=?JnbSIR2+6rR|4Oq0J}b>v zO;w!D4|Nkx>TM?ujbBAECn))Pj@+i%qy}v^lYEdqrs|UPZX%~;ZN3~-LrJ^7wpXl4 zOdG8#)E!a3(1+GyF#Bs`(KjE~ui$WHHSfIZ+4nZ}lUcWbX+7(0KITlVtKf(pStNf^ct5iI z^QH64-`@s+0qHpDywvp}F7d}N-%XHMK{-;-L~~w$0}4>__hwe-wUao&nR;eQge*_2 zou*G5t+c?iRtqJX%rGt*rwhWfrUq^wuN;`9$Nwhf`#B-71GDDp)oni-QH0k4Fwk%G;~A zz!~5vcK~v>l?h{^HLe+0qwD;cc=p2ifccvOW9{+t2+yRri9P^1VDyco|VVy%m)c18KNcNQrW zSO`l!1hA}!amPE>>9Ue+1l(2;eTw98wJU!$$;kkchII;)qiFv%D=HF`LSQ| z+Dwf$73`6Ws5t8GOvqYG{dmPrBWDeGxLDE_ypy zJZ{UrbaHXSRIf5W8~<>gbRjhGMSvlIJ5U`ibH4uRJR{?_{4K_Gl{ z_?O%=G!Sw|ev#lbpm(5VWj>LRz>9|(UM4jW3BE8|s{FMbOk2aL#>IYS(JAj$XV*yd z1iRQdd4J`p6A=11f&}%vBn}jXfuhh~JJ1AHJCl%*y%Hn^^I}bi8;)bfo$^5vyVEsh zQ4~JR+P~lo>AvBcs9S}s@6b|Gu7>LbJE9E^%_cSq#TAu!radd~-F+Y!4O<1lz9fEk z35Eos%*^PzLoGPMjj!k6aKfdxiRf2q}ytbMczA_yLryJKtUkfu z4STMsGy~oOPM>Ot3GHJe<{rDnjFW`;w8g>n{6}gV*R^|Z!>A%9Bbw{cA`Y(kbCa-8 zznLkD!rh3g3j|rKtBZ{-^fx}`D~N&YJFr&xo3O-ji;9lfD6whU{-P2tST8r~9Gl56 zO5BD=p`FjsDY3IK#?7nZGGr*L5pU_v7T7}3XNH{kCs!riaQo1ibeZK)o8{P8i|b&b zi`(aA|Cpi(!J;zt!xuI$TZ(NpvEUp~RlvE9l#o+BYv+!*vhA}qg&+0^FKhIb?0R47z=6>&4|h76=&g%L7kZ8UjRy)_ zQPTC!Ui&eXez1JrxcT9Wu5S;qOwA}LR%vp3 zxq#ZISuC#IG$13(C|MZKaX4iapdbGB@!QQV4pt94c@1`!rX3>F*dMddXUuHD5)Ng0 z3XFi^?1)awl1IHa9OezRe@l9KYg@bmZr5x$1WkvZyGR4F=xZl(pU2=SD=F3!oI734 z!LjtiaSE0+Q)W1-^VvcQT|q$D)Y5_G!G7OfD(aT;XiPg%ucapb9ia(wbBFw<4=rvL zQEq}UG6bSDIAe#3Y+)$Wgt~sDhi&XE8BJ4-B|5IEc#~+88fT4w;5vMlpNvFfZfv&E z*Rz!*{1d;GYCP_d+xUc(l4dn$Uaa?ek+XiiL_290)qsF6SbWYbIFyI5RD+NkmG2df zRk_-T6sTW$wz*ftt5~##KRf7LvN%4rLW5!+9J+=Y>hKP8|%= zihZO9HRBuc9=RZ2Bm&h()Oaymm{0|FtKoY>ygCTJSR^0(mKB>j3Pi1&0k`sJ7`|@U(QZgAb?MTM>1uwJSds$!&~dL4Xb+T`D{X8J`rCx*rX;coAW_(- z>yd#PkAU|H|5$?Pf%b$YDLvwJhJ&iYE@f#zN88_+u?Yrhx6=j*D7Z6a142n;M}F8% z8IWh6=>GvvDmGcl){|HCLVjflEH56#3Z@w2p0eb$fMM_-0M2sg<%?7tTztI-RU(8~ zlF)ow9M#?BVNXnVyKu(Ot{yPvcs#{(=W-s-z&P5*Irh9ULPOs|4XR$1sjrYIL-_}- z%m$+S+@7Z~x*`Z4YVHrO1F&AG6;x+5T}-K{;8g2ayW-=M`+j0?FXPa)gwLCuooR!- zZ2Mfy{)H)-{BO6`l!7_JnC>u8{e1x1`EiU5+adn{U&<|VLe@MsCQ8to)|c#Dw!HA* zK`!cC&WIhVK&|xUf_qPEO31J(i*oX(-z7_@f4`vP5BjhBaL9qRe%5$A#tWZnnT78A zkJr={ag2Cye?&9B=J~Mp%@hvZtX`+du`NBX?T8=mN+%qvLS5!D@W~R~2g5$O!86IKm>?^Nm=-^3xf3nJb3(3vESaK?Dum9I^kR z3rm`?2MQq8b|7r_{3s@(Z|+av<*{Qa#a_CD_V7qtsXvqt71YYebD6)koHeR+d~@vY zF!0I5R(6CJHR337f+G8!jz*p7HRHq^Hd2gPTw8wq3r0mG*NQQ=)sA(;-0~#Wq>)o( zC;%k|w9v#;OCP2%C5quBJ1`p5r3leA!ER>C7SY>#8`J*xF5eH7;EeoSL01m?0tDrRTk%W0JP}m$_e!OTK=4q zjX*^|C;S`-mp&fNoo0%|mtKNfX$*bROMND)Jugo^T{VqFXI!B$0l3u8=MiA|^HIWZ z|UURwiBSDo@GV!FSzVZhP>C06Ik(o2Wh@tZ@Vm`6Jm}w%^reG^O$|_Lq+m z!rrI{KcMKk4|IBq>>!7&-fMFr)7Z46AF9ZM$Ss8CGy_jS_(g79^m<&*Kly#j5Tmpt ztVd`>DOB+Vb?V8Tc*}U~MxHNRUM~gJl~~rteEOi>mhEY3w7O&&AbQ=TQ=lDclQmAP zDQg9psUc5$`d<+i*H0*eK>sP#lUm25VZJi>h%(_sQUJ3l#ye#c#*~}keuV;*B9deS z5lNyg`GT0GrEI8=_Lb*&SBMWYTdRLjGrZhdJY!G@H(kjT5c_&wyhD~oJLhXMYX`K<@(~vYmqh62rq`4q;Moq>_#E=Dt=%rHhL3q z&0aRX^ZXEsfaXc)Y!Cb3Tavtu|f9ReVhy9&-LSE z{A`G~sO!c9da4&{&roe@NPlS9?#lkQZ_r6|5&`Hws?nq9L;TvIvGexN1&o_l|(?C%U6+fZ#|4Pd>VxK?Yg>}7K^uGo2k%s9D%D8KCE(RVrn&G#koUF3LXp# zXdy*=K6f<}Jxvnt%1 zO4YklNTMhobWWsOT3UE7KC`i3lUhDP9ch5q+C|BFxO);n?DqwLY>$meMY0{~vZCkkf=@&pIXwut#pu_h$Wl+H+VxQjcoE~oG1S&XkT!LFdUc5G z-BB*}Ycw;s4fDGU{e3?`(CF(elp}OXs#Q#bp18i*B_bYe$C%2T1i@sWQHg%Ro*>#3 zdPZ1xUXS^z+L@3110PLMm8)1a=DWC>l+3_g8w zBDC|$R2p9gpbUNX8|*}{<}B|{GC9RhF+M-i4T`?I=zP}co>jM(GUCw@npV>ry0o4) zF55O&e7_iExpjvC$R_y{ic8ND+P#kWj63RXyb?*S<-6@*Ta-T`RAMX(FG4mSEk-&w zCKpTG2?!Uydmh4)>Q-g!(au)d%l#)B5&vE?TDWb#Udm$*W zzAV98ivMWTf8DH%B*xKC7rCP3Omw6`iMWu)qbWXq5T+J$dI`jzN85XmXGM0{in%-# z&6LH77ueYIa{dMENZl396VgL(4_uaQv$^$(mC8k>)7>0SB|22t_+!Z}=Skd{hB8F+ z2-embm{F7fTseKfM}DyB5YuB)r1 zzr5@RgsYDh086j(3_hc##;!MEo=S;K%TSplWAo3qF2~iE#YgKpH{et5K(9zvhR#?- z4Y_Nj6fr9liY$(Kl8ByHhJiF0Cm?wCh3=_1chl(L4lB@|h_10qYl4TAo(sVNjokm2I1j?1BE(Jr~N z)@hZnqsBsNV3_-52|r};{frDx2m22VARVHrunEo%p#UVEpq9@U>Aw@{9N>wTEsL0H zy+Xj(E5MDQI$f~@^!{}_o#X5r^Hmxq97o2}!+b}&F)-NlwJ-euSOMVx zyvlL0Ng-=FV`eRIKPE*V4GNZ{3O(!Pskx?YDR_BT>qcC`#f7X`Z%QP2v5A-3DRz41 zjkA0s|FT8zalK`qq%0vImG(OE_mpfG{dl*$MXVucQqlA!I{@GKjlX`fWrgX4dK*h= zvl-avav$6Udi41`lzS6f=#L**z^esnm{?mHg#RJfab%C}b?HQgEm)ln-52$d=z&%B zy7M{*%r)rX3sWpdr=sd~u>DwJXeJS{BKA&t(M@H$((#j zym5muv%eIzB*^SQz%^2=m9e@mXJSJ{n|y98{p^KGaZukotwwUkk&6D#3zW{-85xFw zED-W=b8rq2&m-@ms}8d!3FFdSE1}YqZ>4Lei%#h?`|t~yirKnDf3(KApIz=Xf9J3_ z#z*T6PgtP_039C34d!M3FD?`>jFIOa18YuwHr?%Yl;8yscSWZ#u5;5oqBo89k_d(s zk1n=dgJJl33}CAfCo-(5N01M|v_q6k%aPDiMA@cGs+ukY{`@#z=WizeQbeSKzlJx z!hKQlt^MS^QGa%H_2IFv7`CXELF%9V%-ukqPhUWrlQPBX+92KSCI2=37A=bDB_Zgh z1Mkc#a!fxvj0~h|L&%2HFY)NOCdCFI0nKXY$5vOP`gcEJpVmI9wd+cM!vXC9lkIkJ zgZk8d8D{&&M#iEsx8&LuK$1qpOGtA?YHuibpW-|_%Bj@N-g*wkA|dLtFJ0>v$SB6D zoWaf@fcZW70=TEdu6A4DSZ^zbr&J6*(f;{-!nAgDf~-y(3tV*A^_A*Pt?_MiXFxH- zBtw9(di7)l3u*EAGmYo8Ie|cCPkPR9$ivaVW81es zMA8QKk*Hit-VxN;!V)V{!1*qlcP_&iA4g8Zglw$fqX-jeZYwYk!RFoZL?~{Hw0hmz z!Wa-?Aj4nu(HAQtCai!=c$*RlFUdkWB3N}aPSdR&lf|LZ=`i>TpklX+)7_cl84JS) zrpk1=I3P$-q{h{Ph5(5Nk{$9M2^nm==ViZRp&#>GlP|mA z$CVFd>AV*>=%|qfiH3p|TQ$M&vn{9(xiEZkROE!gc0+5q4~4?RS#uT5+GyiHQEYWQ z<+AG0k|_YAVE_kEs*t%2U4u*Wy%*rqKQeV|MbN{OY7mNY(0b@~U%RfSYucN9NRR(~ zW@619TH>OCq1>-=$T7X=`*~}koAQCtjD>8xO)t$}KBS_I{&jdwjqE#r0ELJ^midr; z1D^)f{KLpHqTqS=RkKf5*Xla|UZ+RuGk!#8f1^7*MF#~rIwap14!~G0Y4UVdwdsLt zO#`~m6|f>Cc}cNT)Hj~sJ-|F7>`XDtN~JYW;gJ3jjHoIOLQmfe*M z3kZ&|fNejbRb9k1cPaDHg6F$dNmG?(R#_&3B5Gk$@Fy8X3}mTJh^72Eer#E(!( z$&~A$TKFLOE>Q^6ryqC|8AZaUq0RQDdNnJIH|*FgG$x6Q_-)U3qD4!by}x|Bb z@}~at!~nz2&-8F1NsBjey8QW?6dOu`AO=a~VG6UwI6T39n{pb3ux+(3m-SQ}$)V5$ zax)E>?5b~9x#ugG-^udPnmxc>Olwp1I;L z;M`T7Y(BtJUE5-4A&wPU3Vv50oEZ?A^-!33SRU||{8!U-oD=rjtt6cAY8k`j89D=z z!>aA-p=Ty9KLq8S-i?C37r0`Z(Fa1z6#I4J{Jo0dO`kguR4^>zZq%jTMymBJn3}pf zo@Y@ZXqVn5ScE}7G7VG@^nnL!j|7Eohr6yp`^3JJpz(a)s}LPecW4sdbX=RIM)D~i zqi%84Y(fSWU*)mi|J1+Yt_X_%``hi)e6i7Le{Kvd;xeyB@DaQqpsSn`xX8JHP1?=m z*k3>JumwO~0VKp)T0>LnCfIX+%F;XaNZ3@5m1qd?m`7Q>+jP@FD2x~!^mijn#2aLl z1Pc(QV6(0BB`U`uVr@}jLR!t*l`pTy{bhXyPeVus;6^YX$RLiI|p4tK$pX5s*Rw7zxK;`8y!h7=c(de>ox+G$N+r6{b98oN=zJ)E#>}d4eZT#`Jm90K z!Ob`QIrC#Oz?6JLT?J&>^|J*RC<8U~u%Ul@9a0H4ZG6EOfy~V=X`o^e^EwsL(S7R` zq##&z9QwA^YHBR2=BQa(-11$_t+m$2V`@A$$Zi>>I1mfy&NmHpfqe;QXifbZ*UVyF z;pc~j?|3v)M(Jv7+b0qoT23zr?-FE%*A|274aNwBF&AiF-HjGUc`V^BoQ*yT&_9r% zW9;CWI#tO@%>BKMbfB&G;qm?4XE}?wxm%yRYN#FBj<}|eG=GJveRl00Y+oMHK=C}) zp`Gp*FlfFKU-y&wt_sQ10WCW;u4sqs`=Q@Za3y&R0gf^N&5d;@f#rl)+C`@j zWx53O&12UW^gCRJiU>K>|K=%u=CAYgmdfDp{JNqKG|cVVdXNY(&ZHv3`iYpm&H9sd-$qGbZO2&L$;vjBp+-!urXbr zMg7tU*3$HTFCykFeNP|h9SPTm0tO4Zwz;%X+H10`&0WjGpYBt**U=w5E6LoXM6;Zd z(BTjyj$B04@lYY_fWVK3W>14DbK};Gt&RqZ@Q7Y)uRf912Asp%WCnxaL@mg07~U)28U%~ZcJ@6 zbaxv_r>IHn+R9wuTWG3|dQ70I&na7JJ5CLAtkp(OqAWoXt~t zWZLGaSXq#=A&}^=n-UtrR>#T1YLG_7GranD@fgM{@Hmp7cJy0~E_ zi;st*n9p~Z`WsVz3n4S0pak256%(_w8Vh8SY~*Wd2E2JF_cQah?XxL4z)>$ijh^@G z?NA?I^BgAe|CMKMfDAw%0NY3d^i?m=jC?g{zmeR`W$16nYmp7#+UZijP#70evM{dC`-ZsbX!CU^t!i6Qh*ev2zuK-pY>RgWO>UQ^??ag=D?e&jFtt=Q^ z%Y${zxf6W7-4-c}n#;PnV~8gpf_i>EbINR#BqJ1TEgBT~CHM+-_Emz;@El=dXf;0b zuLN*xf&*idZNOD-!1_Dc=f!3H!Bgr1*q1?3Z-H8R!!<}!n~C(&BKS4(cw6d2RKBl7 zQ>W;M+BWt_A>1&Tu<|L-YUOk_Up>o{BF0OOM`(N6+$HBlv1;7v_H<8OM*&SCaU$fn zCj%1r4OpfQK>0+Et}d^6CCgMI%-JU0G`ZWNXjci?7kv&f)U_JDR_^=@a{{YLcT*&p z_1_W?NsP#tH^TMmjubMhyeH$n(@62CrJjpm!acTa>(&Gd8UAQ#m7>4@o!}5NwBcdj z;oL2Y_A!H32@+Rz42VgN#Gmac2dj*HJL zg_k;_^YQhCR;rcH?zr1pe05l^RGQd?)MR8jsI0y)MU%^WlQYye?6B=Seh(?#0kYbD?XYcY^&cc$`^}-sdhDgt3f-{TYaF0j% z;^VvyRMFP!1HoPv_S()+YY01xt^Mu{_xL~U%8J=tA+oJ;iz6hcA-TQHlkG{a%D{c2 zcuNA&0QI5t3Qf`woMLsP;8B``>wg3h>f_e<&Go&f=6oqKZ_Yi-$Q7+-&>O|$;X1VP z4tgVt%}>>==TKVHDK*jW#VXjzX>=s+qoZP1I+ z{??6_wYAb{-gSLg{&_5}vy9_+_M<2Bh7%+PW4To4rxUJS=WL-)(ymDa=<1`By#}v!?X!DlVjXvT8f;jGQrBQqgWS+cc$L-vWNWvnqxDDq4Kda(Vn<2F9Ep_)zV}F4f@2` z7zt@U?)}s>pIbn1X{DZW^RKS2rw0K9p}|LoAUShUANKu=;`=Agf8MX9^D}bo3`wRa zGZZD)q@%t@`Ne1kp6dHEH5+)}a~`~+rq_#hO>b=a()#(G3O=YuMIDW9R1Gi@V$J;C zjqUrD-v>|o@~889bGCUVl%Ggu#-!Qq^I-)Ze80$_Bp!)Q@yD|auhqj zwgm{7D86RKu&pb~;sOy_HJSSx7RRD*=niDDb6lUPK7WpJ{*;TRfSGY+s>ySMg?2s5 zFmO;x#C8dbQO1)=699qL-Dl}=t@x2x`k*N7`wsxbF$+iCAz?5Uw-he@L7PApv)-M` z_cB~jz8Zdz!i}V&=Oia_KRYEiug&sLsBCR740^RFtyJc^0lcA^MhW)33o&e+`rWn@ z1_YdIOnzqkGx(oj8FwVB-2q3F7g*lx8?NF|Q-1xXZhE#$e-i8>$>R-@of(~AplMQ8 z1Y5&G5OX$1rSJV0oRYhM`hc{r9*W$-m;#!>p<@>AT$G22P_oW{M;e$l_KJ}+IJxQgnkubje#;2iC;@@jIKEuxZSOn6Iya7rB}5c z$NzmV=c&Gs5leCbW4Mb8WG1a$4}#cj^r1(@?{I%1lIdkMpG!vds@GlyB)kCIVX+=> z*B}M3#fqyC#p}o^8TuiEpF#?^FFHE4$Uc5|%+g7o8CRQPDlJ~QciJe>-c+5LXeg}9y94wj+&Gj={Qu{dn&m&H1Y;5#NX2@LksQsz1hO6a zmEYQtvX&~HcW4HHrp&zS%y^j}Mrl1Khz3TZd_I2J?~GRKVtM&lO*-BFb{JSXF?nm7 zWLE_WGLhfBr;J+M!>(p(s@@&RM)Sz0usLaBQzaOVD^i3(bv;zR_8q~Bu1_0kKooEi zvl{fFN=k{9pdyji4Tv3IGl*cT1YDT^ZxS8DEc}v<;cZ60KXl@i4so%*0eZU*8nSpX zGGWSLA-VKmNyjO_!UN@T!`6CQmT%q)z>)jItodv&A5v>D=Jk&KnpxQxa|O0du7I55 zOvYi!Ui@(8HCS^(b>d5aC$d#1@p#Z{Sv-;fA2}>SnKFR!r&63MN=Q60o+hF6THEo_ z5dD6Vd|&O`j^^;aGDZNl0m?=wG^Iho1NEYI5bZ3BfJfu34OBZG-M3h|c8=eZi95$! zxQu{H&VD8~v?jwRDA4{MVoeWu#@oq3M|{GeRa?RqREFad#iMRBr=}()b_;l43KwfrJLln-WV~8P0O#W z7Q+r|+*4GO&6^1+Qa70ysc9}GOPxAgf}RIl&^3diq~VDtN{J@3HoF0x13x-*xHSXb z6Z?yS<}qXlM6jj>@s!IRkD)Dg_<*l4%3wjD`q$MjEuQO&wZXh{=&5}e0x6kJJ7z0) z7ZBpNGPbMtCC-65>Q9>$Mr4xq@)q4fL>Pg2a6)~^+tN_*BX;v&K{s1U>1DMxTkF)4 zOOfJ{Ou)dmvnDBt(D9A>i{bSh(3UFvu#5sn%!c{vi!c+@BN<{<6bP0lB-?pd#r0GA zgLv-c4|rrKRf|s95Lr-~2vF+Mm=N;<;^z}tj{wTKSEEN9~XeQb}e-ZndggAG5qufHcr*2{~Vw00PMnl#MHT9+^oE2tG8HDM5cfN47w{0QPnv0PVy7T z+`Q1(>gbtus?<%R{e6a?^b&DovOgg2nn7)sZPLPT`Y66jtrNHFyzLN#7A3@oi?L<> zzg5P-)mE&&kJJ8xBuo1$6-~aTfq8kHd&o#!y}C35Fy|iKy8$D)tVv0H$s?hlt}sQ* z%jW^E&YXCp?P7GNjYZBzIM(ha)d}UhzvpO3jp-kmNE7xI<5>TS!wptKcP?Y#GJ=~qroydu-Lt?g!=G6eU2|F& ziDz>ol?10O(yJf;Rj3FVZ(QQ zY>rdH&2hG-5n}oI3RX#iYFzYrJD-Oq5E#XXM<D@^>nV&QDV*+~JnO^QTUp?}M)gsz@A|Ha_ZPYmSQ z;5CTJ?2??!s1EDge_0J%9k|$fvjB@IGk?r*a$XCd7h@~|f*N){2I+g1?HcV%Ia9jX zxFBnFnUga|aC+lv-h@r&XJD-gk+LmQJm0@?m5wLSCWH@5hFOJRn)WbwaS9H8{*zRc zn9zOU`^np-aJ*!&5`zlB@M+Lv7(Kyd^f`WyT)Tb*yZImxUJsQ=6_rl(B-lJN`Y*IZ1oXcf*cCMvlB?C1!T)c_Q+nw7UAu$w}o zqE*Ti3;j-Scb1!dl0KroEnwlqgcNk_`+5m zL{l+XZ+pu9KK^za?{?o(5aDg$bZxnvMZ-~f2KRhqpv7RZiyu{lFdNuVUwwzGzLvb^ zvKK*D!sdA6AS=1bEwRoos^Y|Yb3P1KTduNt!jrz(9%cZ2Krgt@3s*h4L3SIuv7Yp6 zkFCw^{H@=VQml?{!Cy+uRCYPr5iVY76CjJd`%$)}zZWNW?+Ip1m=11akiP-_E9B*k zNwEq2>c)P)Nw*};C?@)DsRgjD?sV=;)m99B<-a%_eGecOK;|`**%U|8urGzu7w%}O zrFtv!clG!Uc<4PAz3+u#l&Kni-$nZ zRn7)jxgdn75f g41Sgv@EY#EnXR2ff)0>l8su|vDg@+S9y#9qbRu4l=>Px# literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif b/tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif new file mode 100644 index 0000000000000000000000000000000000000000..6e8a841b682fbb5b181086f53d14c81ec6b9050e GIT binary patch literal 43720 zcmZ_#V~{A(wzi3uZQHhO+qP}nw!O->ZQHhOSFJ*?y}xsBpYDjx86(FN??6V({F9M6 zQc{u%00IC201*HH5EuaPAMyM%!2iWS{}}9_w)xM1|3_CC0ssK}AO24bA|S|rbAJ9Y z>i_8fsX_Z6hW^Ls|C4k2k8%E2E${zgrGE_i-#P#Q<$wI29t8g`02d4c0Q`?>{&7$U z%zt%}e_R(13_$QtclpN+;XnX*|G4=d|K~vXU+d#v;QwuyZ~y>{|8l1Y004&h0RVdR z003Hj|MkrIZ~6b60RQdD|8M;tiA3Q4>HjD3|HJi5k_i4M#9*lMU;iKePd@+vZ~y?1 z|HJ<_=D!*cNJBWx0?MuGc1KL(JEh^KPY@0MMR#w06g}V&5{NI z3Zp*dz*Gbv>S&qN`|u?=AO()OGCR>ok!czT;e{-+rHAxam@sS(miE{bI{dS5iP(2f zO6UA3_ITXpgm%MFzSLJW5iR08v3?_p*xd%ST2pw0~o`yPY-zPZ#oNMvP|n z!uzKg3jgT`f0?EGodVbG=u9PyHm0k_Mvv)|TTouSWhAmWEHI~XEBc}j1^jYayevM` zHcKqHE#=Lu9Rr{1={tAri6bPvLZhEoeL#W&&G>3{fHo$LS{rNpYacES;%*OKfg>a8 zb!Y{@(GTh9^_#GFUet5Mx>Hzmf!>I-vAb*d>8#SuTu0lN>xyKR-9|qn<0Q4#gA>+D zKeTts7#%>ug_bZ;T#X;lx$=2Y)qnfeeWW)YJmhei_5c>jhF}|lCZ0r&yshAc|IO+y z_{j-}&~7V4n}$MOEMf|BVPVV*Voqej@v`>|#fqy?Lho46)Y1Jfom#L3c%GE40r|yF z5K#yqF6IfuNE)cbOF*sRo4g`gU;XO&I5p_;9Yn^XT}sEByTwOjq1PcLf$43kNgU3> z8xkRb$=IWUmpxFSc(dob7@XWgjQ0dWlZs-wi$xj#_%?{L7}O(K)_j12vt0y8Aa0<) z@+D1VR2CR9dz@{)RdIF1x3oX3~#Sj*nTCM{)6ak zsWpki7d0^q*KlXg0m2?rm9xH8t%S)Frv)k6aNI+SzK+UG|K6U&C9*-Ta_>-%=1#1< zQlvfUE~cN0#mb{FE*7D%QlekKh#~XD`Fmyt(c|ast ziwHJc_Tu|?w?(;r0|_C-rjlfXu$p4k1-3T-RBnrMeL1Mk-L=>al1q#|&uEN`F;;YZ z*8V1Velex^4(Y?mjbDfqO8O{D`82F>z65-@jk1mIM8&#v(jTM7LMRk0^tVdGK|Lal-ef z`t*J@sHvNL?XXN3T8b}SP=?@u#<#N~4!?~Q|dk++E)ij)r*a`2g znUfUDOU{F68ayt1D)%ip#G3-T*Tg*WOP;lrkW4e?8G=q4x#&k?7do@0WWAg1$?|U~ z%I{iGDV9qHT#@|G$z_hIeAJ3jm$K8e=YB-n8bw(XxsQNQr1z;NhA7E5fOpo2H;zIU z3pQIuQR@5R=||B0T5GvgI1)(?v0HMcyPlFPui`1mE{Cu8GA1J0L!0=EUt-+%au-O& z_XhJd-x`Z@EdhE^HiqKE6dEVDqM})pRzG1ZH4L-g&Zq08x zcE*)Rr1L%}u$eo2I6y4KYTY_EjJ1LuS!=c@dLwvrpYF@EETYY;MgCsJ3>yx+#TjPv z9pj)K{ESuhdn#4f)Aaa=D0fEgnF9-oROFb<6jNEHa4u>?{5}<)oh3qF$g5R}S0J#% zm2TZK_ly)Jyyi?ovHC7k%`+HYk%(^(Hn)>I+bQR}Y2tRzuioka8l3Rmk-j^TMkR15 zGILX56`x=TQfI=0Vv546yUW}+g)v+jG!%qM!C9rFn}A_P&1Hj#mPvIE4XsybGOEJN z7eHS^(=lYJoZ*Ho8ZbW+7W8;I$z|JDAG=^&h@}e>>R|WEO9TKcQ_W2w z5@#w6hi~RMYbtVZ!lH5@c9f-{wdnO+=b%C*pLfCugu(6z`xev{TLI||2Q1Cis6`8= z^1&=iJNkGr(8^Ln+F&Qu=sFsM=CEa&4IU?;`>|Z2`;ScpnzU_F_`R78NtnRZ02)Ju z#7FD7)En9uB#ksq!&sDsDNf(I~@;%k00#}2nB z&^ zzI2EcF^K95Ir9?1=%TEIE<;5FB_{{Aa4)d-5Ohi)2keOWF>@For>z-af9p-dL z#_Fr9q?9*zUf!P-KUAtxS1AxgHCzk&uCh|`2kRN(2spWoHhZ|2oPP7qR(S=N6z;pn zFAOPhk=ku2&=+-^9cG@ckbsP*^ULgBr%QX%j*a1~#oe>bhKx+zKx)d-6(Ml3oxn}I6q*uV&uXfBN1s^e5cj^yi4YXb~!>w(q%tIA|tCW%q&kY{Jp>a zZlxp%yN%9it7(>?*L(fBSaWd1pQ>Y5qu??9Dwbv z>lSD+DO@dmUZjI`$kagVb8?Gv&A=gsq|qK!T&47+jHU-I3QL)s2oS`SU@H^kqTY6R#Xqf(IwYFL_PG`<}cGk`EFtZjH6VWdK0)XRd;)>N2Zx z0uOnG*Yv6l%NcLKVzcg598`D2iTgvxDWn9vT}x$Vf2|HGJrT8m@wi=8RJ2)4{8=K> zyS^#d07P8PpyeHHh^5T&mV?%!FYAG`^>L1vt^Jf3H&(??j(U?S2}PlwSSHxgDEr`` zK%>lsCUG_CFzpPJ%2EI>0VF23TUlb^C|DU<*S2sQV;V?lADK}mcl`%G0;5>;XP@Nu z(If(GXPvXdLhv5)8pCFVv}H}-Oz$ELzg#K|#esa<5bipBV(4~@^s3?9%3hSLET{#r zS-`t#!*i)$X<0$Pr)L+2OAn|=hv1d|GO2uPtcyi+=9@~h5q`?i_}Gvht$AEQg|wP-_H(& zk&M7uOSw`~L3#fV8m3@Vt(R0XikM1B<0F5%oJUsYdlajx&Rr9jGUcBwyO)9SI& zctb_DKJ?5UL+=oDv<3xwX=o!b>9SrrXGYF(zD#ujcG*b1%Fg4M#O1Bj?d~afv*WdY zJJNqX5zj1>hk_YuDXm#%3%5don1#8Jiz(2!rD)}9Ete%s`b9g{B&bzQco+XWK-sKy zYV<5dLJEt&+o&I-nHjZgUGWj10%kk(RbMQ7Yzs-OtzSPAT{Tc~gIm3^-@Ngb9q-k6 z2?SyrjJ}52NXB9QFIp?+&5M75CwV+~py&}CRy_42NoUNHn%CYTWsy)POVfS%!%a`b ziWN0r*h1y8fC#q|r`Hbmvbmocw5*+-oJ!9~&jfiNmUFwCCj3v|&$XWzwp7NBoB&}1 zLriNeIe^|gIN5htEAC$bboxS-^#C}DBP!a!i@_f16hXC&qMNA;Db*-=8nCQ!^F${I zx_B@$;9^Sy&L)?vNw)_IqAf_PCeqWID0(}KK~;c4{b)| z=U;b$P>&l!xib`o&oe>0`aKQjBu>&nV53`^lZ^VIT+`>ae7-9%9^F+|c4Ap;+fcK9 z=hp2&yGlu?QAZxCX0{4U+L|^tCqI99dhr%L_4}CwCm!tE;k6Qc35`)6lZFMJrt7A! zWxjn|X?`-8Z()ZJOpNVwv_6Ds;EIIp?SXvg7Y>`D^!I*XzZfB$qlQAa0>iA!MPSow z407e>M#7ZL8A$`l2}z-|25m57w_r~O$SARgLHaPk)4&6^f~g^=jcY&DkKI5Mu9IE-MBEBVpy zCE0utSW|!qGppP??0dWoPE(7gI`Fq4M=QfKgP}#Ca9bnw3o*8Uj1{2!knoOA#qQ+B zRtC%rxNhh%b<010;m8{ic`n__PXc@*=`HP!Dlgesho0;fd8!atViq7x3-e3ci2b{E zG>%X2NyEq%o->)|>{mH}x=8org^(=NJ!g$$8DXra_$-#*af%B#F&>{>g+exil8DC^ zO6`nbQfITSb?X;6K?%WU!vkPAGgBNc-4X@vC{E_>AmKdGN_5yfba6VE-CN*rAn$Br z#Vip%2)3`jtEqPJ#C#a}K$X1nk`uQ^o&fB6SdKU6IA=5xrB9Q>Dp z&xC2YuCmlA-g2O?WNYo=Hx+acgHkC zTGfQWdmaBs8af2-y3oHUqq~MZnnr#E5CbR9UpK4+n1|44CQHa!)IBlnm!~wz6CcL+@6+|%C_Wn9$#2@a1$<_@OR@oqWcn5W$B zQA*s8#-cXWWUUf`{854EQE5R|HsGmmqKg^bO5c35<7rTA8`{d1^TSI_SxKW1BOEnH z=?2zi72tVz_dX*NNjs*)FVvs32iI!X$M&=L!~^jgtwR&Wmc;I!{5!A~=y{@2N8Ef2 zf1)`Sbt?vyG90yZG4Ku;w(blBuSouf{T_;uk{}WOD4YMe{?SxlPCWt`5;^yN+W})* zQ*Z8NYKxE zh02a#F!v|6eyG`c*Y`%`Cu1k=s1j#eCw-k0R~>Y#Z z^i;4O2EJVbrqncW{7h>_E&|`cb0bi*mW6 zAZK~9ktKe9u4T2bNHe<<(L9RS62P_tgW!`=6VBN5VX}4HaA*%TcFWcb3q0wcbk^;nLLLF9H;6quH+2{8|E6X1)$qjA^H2*sBRIPy1$d1;I%&(3s^nFKF!F9GxX3$b#9d}KX z)E;P-d4b}jgK%pEvh8;KB#Xy@H;skGBqnmOIHUIkbVNQdOBp5RV9?J$!J58-v3~v@ zNQj*VFlIM3z&#SKuT8O8gTgo@P0Bxx*3Y%ggyoF+th_?^_@5aTF~EbCm@1G54ZI+< zq9p`Sl`fG4WY9EKq}7CPts>h;tzI$aNXNiHLShEHY>W*@O|R#L>lfBr?iSt+AzT+R zr7E13zgZtJDFG#iq5{i1o=-a;#ScHlQtY(mMW4HaI=9k9ugty9&@k{Ik6JyqZodtp z*Ij_VlOi|?Rewi)RKyVq&O1oaXr&?>aI@p|M`2)CG_G00DT!6>e4!MR+!aZ#=c)FU zo5qya`bG_* zzEpc%b~~IARj+ALOcQmDG3s6_b8JRi>>2M%P7wQ=$#{xxSWKRL1(^BRS6@Ninf-D-&q+=V0We-OQeSPX>_QGH3^6xXEPtrMe zM)9~nthHLtiLP|!->{;S0jqk2Jn&1hDa{HG*J82xpXNHeW_-jI=H@|>Jte;tzdq#nmPKsL?IFB=R}(^6K|uQ&k2 z>-IYQ;b0H;;s+5)n-x2KSw4H{NfEsPlPG=nsqqVVnIKbV=EIvbMK?TvzW-vz==(BY zfY`1OGef7Ce(T~!2u9TFNoMy-79^uWpOQ~)j3gLiRBvuH-lWy0=M_%D6g#uZ7xP<4 z&1{KVSw`35Pp4+@Ie~jKV6#y4gEAxUJfc3ez3tctzf%1<8WpTC-?ztKC`8ES*DsC< z999fi&<6y28XxqR0VSdAw!J{ER6{kKNq*>GB&edV0;OnSZj3d86UWRgQPs*8Jo?kj zwDKcp&n3?4FsvGn2Ld$W$yBx6GzW>Q&4Bsm*p9ppXvE%ZFxrmkI@iMnUF~AL$DDxa1b9Wy+_tx z`KL(l%e-fb+jtFn@@JYJX4;nZI46qOgbla_L>WxC0~IRYhxX3_^^)AlglHwto%eN4 z6!e=(0pPfgA9rTL>bBJ3xep3Nft$9`iUk{!41R7oK>TKf23$h)hkk0XZnjQp*nErV zh`Y@$TjVWyPiE32A(Zw%7I#(@U2cI3BE%6wjY70?;B}X~H@(YcLc>RXV9g@W%XCpJ zo)I8les%Ke5NP(}AId|J2i=eG_RI=afvvIu&RKLufGL8uL(sR9CjK>*@cp4nAEapt z+Q>C}t19wZ4W4)xUs#GJ&4p@ZA_z?l+5y)c6qlDvCGT+Xw_22j^0iQbeFmpAeQVuv z#q(Qi(v&#MfFBtaEF4qarO~+AzRG;UqjN+St~=V_4z~0=1nolJYWkjuvOxf?x$;Yf zG66ZzH$1FSTVUsc5Z`f8IXse9r&DpOMC3PnT_?)#UJ53|vn$bB{L0?)QiU`1n^FR; z_<(sJdwzQoPkM}14;%GWfHTcU(CGJj&pD0W%CjF#sC4yW<3+bJKGcF=zF)scR=MPr z$%s55I56Ma%<*}|&t>l%7S zZ=Y-@IzCGAQK617^R8cWv309dxM`IC42D~NrN>t_mtL_?L4X}C@~?Wl zUynjle9SVB(nAp3=Vl{miAjcIEXai6nul^``1B`jh5qb%?S{zfKIc6f4W}|}Jxxx( z#eHUbbVfNz9GXqLb$tM+376W3s24ml)i;*^O51v3n}HzFBZsM#TF(w8e$r~JY1?9v zkV~VMwSR4ZDt)})G3$#o!pqZYoR_|tx3gV~ij!S5132&_RnzZkb!MDq>*9<)kvnd; z!G3&!kOFkVazT^8{gr~IVCMP7h}jM0Z@oM7r7YGZkSm(2s{a*h*xE(~T#d`K7&|sA zAX&WE-i@lN$-64wSlF|{hK7W*ADZ#w@#QU zl!LXT(;4r9&BQH&o@0$n+y(j|^RfopUecj&%b`7kl^Q8zkEbw1ZOFs}q~N5JIl)mD zONLSdhP`_qgnm04S|+_E06#$lGp7Jtc|O-lLT8<(XGFTCwHJF4AQ=g^n8Tnv^^P^z zw!e0fwEdP5veUK*HHMOVKMYPD@iar6D~Bx^lsp9uRFuAhgChjOc`gyuruE2@-@BI& zh=JJcVr0hZ$UobFIF2BVh^xnvPVmT{G!U_1f(GIow2z){QDkD+CJROR;IN^8yU?k$ zbF#G{+o(!Nj)UJPoDgB1Q*wEpS4{E!V`qWggc!?zRZ52>^`=OoUkg&mP9HA5s&2_~ zBucEv+~)qH4C8(Q-Sm371aP`AttFl*=%^br|K0@<=X1nqXv^GXHPu2*+;!*p+TI4k zVtYCGH*6|29+$wo9^t@tjE~A{9Snf65HP1QbqK2s6s0u%(#eY6F0O=ZZvdvTT@iDe zsvoy)5e1>@3>;>gR)moi54z7O-fHY#W9$+;)BQ#0X?Ql+dv~vt?Lwe1Z0vx-J+Ia; z%xj}10RoLx8Kf$Ylzc<0Tx1FY(x;k^{zHkRi=af)?8UruUav1=Ip|I(F_cC?8^mBWi|-KZttf{M2v{bF|f4+0>Ya=tROqnc(e1CNrK& zaes|=QqZLdZG$*~U$Yih77?=-C?H2mK37UZz$~FFE&`vhnC4g8Mwham$eD)$i&=b2 zrzX|zGj3W}hJC-!r(7E_jvGtp=%eX9XIC;h$^jSm5a1V>+)nWnZxpAi^VdhuzM2Kf z6jWz$Ak;uJy{*g3ojLR)8ICVvVH?CdOFnAU>}n?I$7WSt&qwwfJ;%x0L&54{E2Ccb znD3-Rfh<$<(@PRJ%V<6RaU_WhxlEKcwPY$(8Qn<4Q_03ZH28YXigT@o(`8J@9;c(nQssY2?L+kRGcsNi5VtO=+{LX5$bAu2V}gM{nV zYCw7%46G9K4hK~S$&De%7#%L-y2$PBw*4K)2qv*KY@xq|>DTf){!`V}XPu4g4&V@_f0Q4ROwY%qvpYkVlh)5k(Y~87 z?JqBMlu5s+N9m&hRucLWyHnk;9FBMg|HW&zM%uXpQA8}6V?DiqS$^>Ra6Dl+V^P(88{}AC!Y|DLwqE|jbdzW)zi;rq6;EZ_&lMq@! za^NmuIB4BMeWg@4t#;H$!A$WoX8^$7h3i__kK7Utdmb-8YD9kaBK}k?ZIO~8#WQLB zcrYV^v`Kf`BU+kq=guknUs&xHNjk>3e+wZFfQ0DEiplMmsXFwBZE$<{(6D39O?&%$ z=fwhAJ8)r_*mr*~kXqJOGuR(bWYmUn{3c`n86ANW%rirO!)>;P zR*p@J#bD2C`dkgdJNoxxU8^f7B8}ki%{HIV?~O#~kEWpRQlVYH$V2Rs&TqtLfzCt0 z#gV2-JltOoGOwpx_v#I6krxYx@}$6<3S2%Lsa%4aSR~cX3{CD$H);T1_qX|q3lA@L zq(2@}p;=x(m^jTKt)+9#T)$v3h1*J*4?}dl0u5NtA zLS&SmuiYQoB8y698U+{x8L3YNbnU?^gRNiC^_SDCcE_!~Lh#O+Psav_GzYkcL!BeM z%6zO8nlpedG@Vn@4k58h%=i0_?cM?|jNDGg0-1ht3Ludu_}S{ZO#5rkHj%p_5~$%j zJ@xHXtGs{_R)h*LW?(HdVPwwJUO8AAxiEpF*gVsb=fTs{Kk@YL&DXT?IhbXU${J(I=^@$r4;UofM`M_F|~{zK^a?q&X{rh z!?3W^5Cd>^X)t$0>z|pZ@1cV1jxtd{ZZ8qu5%J}uf9C9B^N$-!i5>Dcg^{4Gbm$|` zru=#8EhbMljbW;*q|HR_HiQ}K!BpzPjnSo>w6J_C8kN{=Dj7Z?N}PLPWq0md0x@Sm zFurUFMuVAP7q&oQPGX6Y>~qvqTQvrDZFc8)_^n@uL{%ATPme7f(MZ=TjmHHVyf4~L zb_7XY-S)orPcN{rlrDs~czo(ul~6Q_H*P}0(z-|q_pj)xSS^#4vsFTr-IeVQB5&IH z>Szk4I(I(d*{8&Ab{M;~4xyHqsA$h^ed3L-OU@)PG^+$gd$6)&E)>$%p zKq$q!72EP%z+>mwuOOpcenoc7Ma)7OiwP*q$$A#S5qX}l<1Zn1q5L(rxKWXDl*@dI ztS>-ZRDI!lzL53U#W+c4Y3}i7u6R z6f!t#_Y{=^4mv8|F4`zme2ct6XS40llKTdZ98H{+a;}w~vROb@1=X~2sh3Of%@@D~ z(mo%%N^Ix;?x45X1{;Blo}53a7?S>MLh0?=9An!d+Rs#e%2Pt@rw6VfmnjJ6elPTS z?RTylZU$*VgB#P&7$XzunoQg#*@t1ivm6~3YjJp{e$FfZ29-^p~~|ggW&e^ z=D1#@FYQ~R#!UR3st(40GL6#+B2UU!t2@Cxq-Wakjq8%P1~D%{U4?UWV+!3V{QZ%f5{8WZ z80k(R(fzX^_E`sAlRu7siAC4A?U9$N#=0#hLdk*}auP8^OpfTbc7GRCZ0oH;DPZT+ z0k%Z2CDmjfU76^fo_}xKS;*;@ox_}#*z(f5eTBwH`V0ABF+cxq{Rp35k1x?qScMl* zE)@66`g%HWks4?kRvy}1_~b~IK8wjhb6hiV`3>A-Z$DttMhX~WK`0_Vpa^TG&e>t^ zmenVK>+HmhLRL9A?$aZY|JqO7&rcK1n!*Gi@n|MYy|*6tsQNiN!Y{Id1R^eSO2lzx zf5`359Mhz`%f*URiH*6Tn@=^S()C}e=Tx;|nt>TC<<&Bx*ARlaWKl~PZ<5eM)obVp zrFi}oex1i)5XGAmSsClrr+B{J?=#MI5V|i#3k^J1DB|o(2>g;(;O%&7Ppcutgry37 zI}{EYt!1KQTUri~(qv$$yq`qPDPG$byoeV7d12)H!x@b5v#qsZ)cB6r{XD#WV;ijg=Yo zXBWTZrB5v-Vj9@|Rh>XKEAvNM=yh$5-oH)dapnWDJ^s9k=uw#I*~nf-FFiF;3q7+m zu{P?DvBPCv4NO41n7-pgi_R>>?NZ(r9mzIETTA17yT+ZT*|` z2X4jR2SqbCjhjG zZ^*3(7G|tWujNY%&<8%cOe!x6mC7xT~0d6jX!;@$K`YH3necTPg z)Yz-7a5rxE&%OH*IjiQF*-{KXx=B&zo2`k(MU$kbaaJ5RN-Y={VG|r2I7m!>8tg-OemBvn4$oso8-(zB-+1I z2QI)OFXgGTQ5cWz@(iDps|?;#SJ`S`0DL40*cx&re>#d`yR27ll1)X|ju23jlYYy& zAK8_VMm!1WCzAjLhkI;r+RYr=VYBJRNyLgwZ4Va@jEu^s<@1`{KVQc?G=~}iHn!YO zN(x-MD=!>p)Q>`{Te)<(-o>b5qVH(RF*3!2tamQMU1x8+t{l{!F_H6NRNdJf%>2-T zZ(KQpB4GmAZE<9OkC;5j6!2no|8zob`zds+sgxs+5;jq)G9RP*QcbPGtXyUsnefp+ zUeH73ft<{VR{2&e3aV(fzt_s?P`(iD7kj;iYUy293y7?0Qd%oe&&63M>?uKtjO&^0 zt6=X`^$I5X@wxi#6Eqx-r5VZK|Hw2!Guw%j6((lvnC9|Y^H$j6xhmnan;6>gUP#(c z;T?`e=WpZ+rO8(DI0RDiMZvF&B+FlVxV@`gWm?Uj>9LiHGH3y`D#GkA9?xUupUB=y z8cP$di+<7Wof*$Q!T%6M`D26sDOFq`TS0>iy&sv|9`PmIh(VzWO2$NCtR~y=^3VYA zMludga`nd$?JYfI=$w|iQ|Z=*kLME?@QEtx(=VHS$g_5jClU9gGtwGbfsEUWIACzG zF8VhW%!FPwSbYRyq!}|Y9`2B8^CM&a`h95W*Y!Kgn0G0#ovu=AGb$n7gLTAPL>F+D zx{q;NNU}F}7wbjqTvWR95(}RE^;XIQp$SfH2!Lj`w8OTHUKx*zzC``EN*S_}e7$o= z9kizz8A9-npiyo(A`ZVuWx0#wdqtZ|Iy9IcnYYI~8sIk~#uV7xIdqISEjPk@oA&QY z{aP*m89D8 zS05iJszB`TBzjuovxppVYN|ZZHT&t7TDLI^DTp*onSM8)klh@HeXX_fnyF)*LeK(1 zrs*rs1E;U;?MfsoQ{qL5Uwf1PN*8x)Eeg+ty6MsP*`&HM zVxz4o!SIU;Fh^d5++i7#NbkLj{}G_9h?ZVPB5>po%B*?EuKMf?t8zqqchuT|2Wg2> z<=!Q=i$l6I=K9Q$8Hp|M4pGldsjR_=x#)p!CG+pTb3r9@f-TE>R3|9gIWJOl7M&zS zHGcS9-U9t92N*mB^FohZ{wvgGeX0z;4$0w9McaOk%~N%KFQR7i@%H)z6XW^2PxYby zgC*lJx+iq^3^8<9Pdq_|?;Ep*mV$|)irlSN5(?EY;DMKX#8bn0zv38Sd$H6P#_79B zL98-C?-JejX8k6%7yq2^cyi>yc3baC5qeOC>9kTXQ4l3pL$2GH{O2RD)P!djcFp(P z@_xfG{QJ?Wbj*o}#mW?wWi?~$Mb*sbFq+Yu_Y>meDL-weFr8!iP2h&4>Yp%CqBsh$ zODCs?#Y!5?OuYs)J|(bveV6H{oLMf34O(%AROL&LDmpSXnv3kXhm z@l{mKgdLUH5c~rQ%45^YD}2Kp8wn&X}1QX@%wP+3<6npN!ygv z5**D4Tz7GzJgw6(X)NF4F3Z_%qyOQ5oC8#j+l1dtyM*K8uB-n`?-tK%Ut$ipUr=y0 zsp{x7zfHj1@o$J=a<2K)Lm!%hCKT9ei>Fg(3=I$4M77`F`1850y&3LhVEn z+Q4@P_EQeQ5y)pJkI1bJAX&E90WES!-Vxfq(H+q!l;)24BV^~5s<$v|+)ExOn}IDS zM|}@2uDkR&o7Jz;XaVP;7m_lq%B=*XYYHmMQ74MFR;|F8k`4wQqu`_~SGAkQI31gv z4?~nAnq}mxIP2<|YrW>QcO<5jSd+5;DfOh9w?LRzEx^k57aSrX?Pl1UcP+_@o#yyf z$tO{i!$^uE3ZgyJ;<;JTM!N;{H0Vdqhf5=z1t_#F;9(k2s9QfxY&I^jiR(x&l^U>>4PLZ z0@+k^l-T1c`+Fh!#hFE+Te-RV8?dv>$9Nou%&zoIvr~0@Ff($e6S=1e_)24CRu0-< z$vmGa)8hk&;WS|0vO_$I>%Z>KgGUvRn#K0t(aQs*OXx)M8L!I33W@-Z@t}9pZy;gc z@tg7Cs8Pn|a!mc+8T#&n6UeuOEa3Tg{A1>#(;<8|Fll%bG`v7fDWdYfiOf@+Q#SO&v=q z67*zIR`pGS$HSQfOYmZF2BKAMifsvOyA}L#2$4MP5pm}#5Bu-sNC>OBC_rv~ZRtvu z%J9gFiSNp_F3>9GR2p{(tN_x=# zL`$m`-=5{DV6yJ{Aw%$s$>%IA^EEw8XlBY*EY2a_`xtysTy>w-I>YyGfvL4U98t2 z9lnZK8eN!2O@MTadzw?J<$Z{~cds!f0XPkUHBP%ijU|P);f5{TjgIchgg zav7{6TdA|MeplgZb{-oZRcY|UNA!+XPwFr%r%~?|t_y$(_>a;4y`Dd)u2H3SrCNHQ zzbYY8yvK#_+hPv$v20Nu3Dj7_{Zse;iwNa<(!Z`F&f7zKici-146*o0L|K8UV~dK@ zE`O{V#|dA|Fnq1|&4R+-^$-X#Zl6FZ<|`^2Aj{naop2GaYAm~Jz<33YdyE! z31EM~hMUO~rPF@KpFg$%J$4iBJ+`m_^GW4dh?gm_52@Z*(a>o%dh%OE<{2J>cDya` zFO|xk7+;o&R0mnKan9Ypi3anjai9a{Qbnr*-)vaaA9ciOi8 z&07zq^-gl9GjO8Q$h9Y671>P|fRG`)HH-%*`abRGpSPsd+d+pl|G67S5`V1?WcCY( zIn7*Icn%5$KI|pNhh{M&XxDkl&jKHra?x$|w9fI&ic$vCo+~mc>5R1=^C>i(jE@n3 zn;N3_8^miygM?_@MA&WZ!fiKBq4PQ}d)vEiRv*CQjRBS%6)r6PaD^c!c+KY|pNa>k zX8NY)?!Aw`f0#Fx!`Mt*J2nDjb?s+>ks@YqRJ57M&7O zOexyjSv|&mHUYjx!`cN+1iK|Mjw!SBQwDeL6`a2fOqf<5P-d1fI*Xbi#FC$tAw(8UU zc=G|IUfZ{(y^e--b+^v-6#smD*XjqMAjMy)$Q0D;9BD?7z=%$QJj`v%F{$82u}4}x`f$DIP5r$07;tmy#G1?7Rne0 zPFnExCJT&Yqm2|`?HbKla4^zC*5DoN7QgvzD(*pVmDLT6fR!AU+lY!fklh9*)h zd7}}~@>JR(^sB`PFGC21P)*TZ#`(u3(|a%7i_HhV4J*QS|DrpR2Ir+XM}C|r4e=cH zIN#PT>7XOr9D%oH(%e&Om8Prij}z(Louc?4IC7>&W@EEgZ0V1{O2qslFiPOLFXfjN zB>kwQa)9xWyO41NcT1CGRanu99MdFdaO1Z&nWR=goWT$v&DnvK4{DlxJmWjJ@2omB zzXl=4GSa+CEnhpwJO9-vq4OIN4HX<9!~>jVgnAQY37$|vRldX zm)v|1>En#O5Bd%q-6M0a^x^%0)$phgZi$)Gy!BvdIvQ($WhCG|2yya8=eV{2sa|)9 zCG;8y%_(MiY-bdnDAgpDUtu4lXeswhp?ZJLD=EgoD?w0%;?1B0gMCx*_yZh6R5Z^8k#1svuUV3C6y!*M zjfs@4uhfNc^S_mCt=Ixy4m??xS0`w*-+KvZ}3ehfLX)#e584ye@ zDe?J6bn+Fc8ANklze-0Q*T86Yo<)7~3#08fx<%F6K)fj~*C|J3-}ILv+K{;d6@DWk zt+UcQJCo3mnXjB3t4RaMA0QT0N@avM$j0Au@vu-IujFtrq>AC1IZ_(0cSMZLibK+! zI@&xvD0VJ%jBpCdBN*-Fuz9}`;IoYV=Ls!74z-HR;;e~3=~V+N1y-Qoz>d1(Veb4N zLx!kerJ>*WN++1C6jW=0A{jvIeg@s9Sq00Rs$JOHi8=ZXd~X*pi4^${SINC%y%n}s z7j%gJvZtD35d;ieM$pbZl-D=Ig8Ic&CAPo>Z_f_dn_C(-+Qw86mi;X_@X?p$UXE*x zd=GY%M{Wj>7YkYxp(VvQDBmYHD>=`RO*FxV7}W8U%E|XeLRJzSfkQQybm2EIGLK}) zm8m5d=2*HGdekM1ear9!$uLx9N|+WTkS=b~*|U{bV!yBmsQC?4M8b#{uy_Xw9pU@# zJ(XulxKWZ+2me;-35^fB@dd){bm)l?O87Z;zV%);!_?(vx?AJwfqjdUdf%&{Kvcu8 z?Gu4!-8prjE)#~Gk9_F0>7X#YJ4k*tFcm{0&3HTay&;#Z$U~-ZYY;>PolPxSjDN*> zvOV6kJJ}1SF+O?p>rwU~0X5B;JC$Y(-Ni4y25eN&k>jVwNg#kF^f+P(3kQrMHCDzY zLHkD&VKNZ!!-?bYx4x znoPu-+bWKUqnp?@|Il_%Mlt!U-k@bB#YT6H7>z_1*byL`(Xcas;dZxFC?gx)V?m}D zJ?n!{f);se8mu`V=_Q=|kF*p7cmC{Pk7Do8;~K7yzu#e{Q-9E4fcx>I(0pYxRy3;B zqFq`E94fBHof>}O{eiNhL~S>u4?a9&$C{D?L(4C}slS^WNeD644AX14+BJ#$h8c4i z5@MqjXo$%DzQqdEZLHBpTbdm9vimdc-2@JUC_a*$wlM=&duWbP*Ros5XYCtbI5$rE z`Ih8Gf=*3L7-PV0wGh=IVAbtDNFj$Ur=NHb> zNB%cU^ta!IgRw&3{avry&O;#%XC$=v@{?Xz{{*EtlusTq)yGHgs>Q3!P8K+>t%_2~ zvdQ&%z|wu5#j?m0dKIPq2#! zB-nOB6`5@3PCNdVPtXOQ1>IZh8QIPF9UC*lR^`6p?4>reaH~@o$`Z2TUuTN5MMxMX zncLtEbFDSq?rxcR&<;m*p#S@i@20Vlw~`}vxe$UV#QKM{z0%MyMBrF(7y}|4gyn-u!?sS28&=coAg@G;Dxeb1 z_nYXM8ERT32p;6xhh_RY@dCJ7v~1sn(KEk~?X&o1qcr0LVAHf*TAnA2%r6cAMW#zj zdL4?V=^cQESzEb5NzHcd#_AjA;QeJ94VvF;pi#C=6(<0T0AWJLKpW3PDbgL29o!$C zK}SFzyl=dE&)`)V#JuH{!zt}2WO+XwfC33Y*&f6-u4}b`Eci$$mR=)a9QR-KUJT8v zEeNGjfXjkykMlC}F0>2e2l>DQZ=s#($cvJB0PkQ{dcS|d-h$E>9p4`=ChqMcKcPZTnHR7EcN_AcyUvuG%RcEmm2bDQW$44 z70T0oZE!aD?wQ4w1&#_LqE$Z#JKZ}GB^hnOSLz&>sv)O7f3!6{zK z?Q%wv`n4v>R=zF1A=*{Oi{5AWO5v2fdF6c$Y434{b>j7?MBYKO6p{UK3GMzW`j6w) zF$0pedXW>)!||qBRFPsp9ucu)=_J$Oxp?DU{|j8BGL*`*US^+RKhHl=kFfp1?LyoGim^{!}rf;`E2w|L zZW?Fkd}23pd}klg{2c*0H6?xDA_c9kN5~lXg0S^W5s8sQ&!?%5r>L44vX;lmL}aT< z$boFHW(+7ov`|}VNvOI}zp9r%X996`H$?)WOeLR$O~@cze+2ZL88A#kQWQdJD6JtT zxyz{5Ikq*{-OH#z7_~H&YrQPr=GXd**Ve2!+cgke8(<3$S^`!QFjVbZph=UxEfZk8 z2(H{Nb+oG@b2n2)-RYW4*AkHI;qW5)z#|YSC4>xYY_jXiL|yeK2t@o3Icqq~Wr*0Y zjI8G-8>|32Fz$-Faef&v21*&#Cbx9S5AIAP$QE398Xu733%XIz)t3k4sL7fFy+qckci+UStsL`8X z@Q;jL1tk)z6AN~nTi$t2bL*!eG%}1=2B-j?kB@*YR30#$M(bz72i%N7@SZNLtL@5H z*NCcyO9%G)-Ig#mlKieLQjESYE2F?XjZpKSS^yJLGzR86{+?5^m>2Kr$lfG!79G=- zYW`uaKt(w-(gFCk5R|us zRopYOA469pv^k4Zbb|s|HV@g8xt!nZOzwRG%DT*ssr4tSrQ$Y>D|1~er^d>=csEOP zlnPtm;98}WNGZ`|U)z@5NlfxY1N5K4ebxB#N*I_#n&MaQUww5CB=7X~_K3 zzHLik>N9kK>VrP$Z(^UVq>20UP#wuxxAkz!$zY8Z1RB+VxfG1CYG@i;APb;Tvmowj zq-X!n*R0TV8Y5*8* zqX<=Pb&QxaBKE0I|)4v8C8*@eam4m8wm{5 zC87&GzT!^gQrO9}e|O=0o|U&x|9S8dSm{S^_ii26fl zzz_)U-=$4V9n#Lo?zZ-Fw7r1i6&QZDMYSAjb#arZ@ItGn#~vRS1LKcdK=r=R$C>`( zSmqbR{!IE!`jr-Z!;~>~)d?drURhsoCquLFiqoeF=B=nyKm@79k0nvH)JK&GPR!M{ z4dhm(-^d(p->Husl_qH|@!b7vwgAGr9OiuK>(givBCf8VIT(<(d{5pl$I*_1?cky~&*V^Uz832fSMiP8u*~$cByUow3jXp`41@bzYPuGtL_x+6 z?bxXO^uig)a*?Xgv&8xDQ{)16)_nln2+@PQ%IsAm*kM>>Fvt?jEks+y3_v}{`aFqx z*&9WSJvOLS+BBPovjJ&@?0766?b&BfOWgS5fKC$AZC z3su3KJe5C$7oYq%KK9rP%8puTcDu5yI&AD4``Eq>Xoi%j|A8>!S514ay&v0FkM`Z& ziLr3*Nb&9}qffprbraAgJ3}RY>Jo>dh=QKBJ?3TMczUwJZFKJLGBWxo=(XQJgD z*IYIbbC6^T={AGQ?sbF*B=wUhtyMyYYaR6Z@KQflkW&09nYvb|0UuV)F>Py zzB+$4{x(5@X8g1M#@a|+K@T9jmEh5?&b15eMM>iX&sOODM(n=xgwXmQ!{4vB9s@J; zNr9k}xSTpJlcjQep1%9;7lqTS{N;eaJYT=KO*i!KY?uTbkieeczl`s$C}*T$MUw9u z___wskFFl9N8FRyvFGay3Ny{mnb1yX$&X6<;m;?1{2L*YOi#udmJ-iaQGy4cjk_9F zd549&kpQ6wkyIGTeftI?P04`YtZEYwU8xh{-CNgJcH3%&V8^sdmbO9Zdw2N*y*uso z7O3i8fh!cKUHmFdu|uqK#M5BUTPPCoR-HzRkbw23@9nuKFQ9#*7-fH_r1^q=f9$85b%(ZE%>w#tt*F3%=L1Rij?WMn9AJ1Rre!;C93CeS|Yn# zp!%xwNu$Q}@1(fFjrFNbH-VRrE38^O2lx)BE-dqbY^&eHUW+i23>SN`c_kr-LIz(b9yRp5#T*&Ti}Q)YtZ*3V-yLnHDtW{&(>e=7Ky zWH3u5Jh3L39jUw=odbm6Pk1Cg1|>>3!<{aLm4x@kQAtT!?M&xPg8%ePZwD-7E{yva z81)(|;j$Xm&Q2}~m^P89Y2+MyWXaKlj2ULVFK})`Y)1E?X#GhC8~oT%c|v{%$>GG5Ty5*7(`tBY5`RApF`5Dmtn5RSO=sQE|QRIwt zZ1_B^9z_3YyXUSqWNWMF@Nq@CGopIPW-KYnQ9)#V$V-iJ`)3)N+5eDzoFVHV%asSh zB`w|0R2aUdR@`MOXn-tI-BLVKeps`CB5ENbfl&R@_)?8v{N|S_`yMl!I*zqv6dX=r zO(zE!`8K~eEEysT5-unBzC6_kaxc{9`jM1g&OZcUgBd zJz_h=b>4D={E4#VA~oEvo;RNSQv`^vTm3;P-fq5WzW5pH_(csfGf`(TT0L!_%IYI^ zcS;3Y!lh;@{a=i0ylOip^`>l%v6Pumc%2~}99ht&V#}rDdmOr<`rYjSjJ5oCcI{ZL zNN(>dYXv??;iId{aj1hL5;><%6OBC!R;u%{FZ__W=t3xlSf9k=Od^b<_xxvfTm2{o z!2fOOkvr?GY#N0&W?p1_N+_!tiD!Up)LgXKRvUH+)r?K=7+j9vsU#jUoyqsspdmv@ zvGJu@#(_ulx6g0{SicdJ&FRLn(;U4dxMldFnIkkgO*TOe;5Z%-m3m>5?GkN+CMd;C zh-R!IKOM)!XhxroH+}+3Cyfww0jm+bO%IE$!x4E|X@os%6IBDc5Am5|Qm<4&URnQc__-)LtCcJN&TlzHin_@yxRC~iNFuG>-J&xQ$ap?C0Zc}+?nkv{J}H6%_v zu|*WOshYSb`seLdY<1>sM0TC;^!=EC#c0e%H(!(Ymqs&=wNM(`2E8+nhc>HkgHrue z@}gYPNUesR^a_61i}Db^^#)~k6+f#JTkSrv{o+8@p(mv1tcKK?Zdb1O-IbRuV` z7e}8DXnj~H!OU4X4pxkXqEM)K#M~=EwA8Qh1Ahy~_r1Eo+2-f|IQ$2(1$kvAs}p3i zXfsT4JvINOAaVucFF)?U`AZvYUts^m-twUpS}5r_i`O&>K;S*qhsQ%{(LSdshzbv{ zk-+{>nj)|Fd#`{k$&|*%#3}Y%U3dd?+9Bu&QxOQ$y&MqWuV{zT|M5vOl4fl@7+%IW z+1m33ce}!w98X`zt$UQ zoSXtBY>qx%2D3$(?Ozaz+aqoK(?O4H)biS;QSL5pV~IshmpT+29tZ1e$+}9&4a4zl zewc6E>CZ)DJeZ7(tD?2?Ih3^`^<`>?F~O9&_?~EI;sPR+uJ?ish_FU zoW06JU>iFV@`JfIef`;)f|pTBgZ~ySGu5XWgD_R$?T^?SM}{Pku`V)?5cODpgQpwe zB?ziszql(t8v^#mY+DTg`b1|RkwSO+!ocM>Z9HLwl)#=h;pz|vKopiqB~W*?$Uwo~ zPrh{}%PU*U%ip=P5MS*^l+9KL$K8}3rw}h}f4w75L6x1i-=BEdE267`>gWjy)lnZt znm&g=8t}!LI`lywaEn|bvF{?>wd$niJV#qVh{2@4he9R6-_S1t=A>Iq-oKvC5pp=r zFPWcHi4(xOyva|3^k-o`!HTE_+@#s(!q`~?+fB?OEhYt(>o+N)Ezn6$8*+F0fYU8S z2PbE9n3`FtWIe7Xvhf5UhGoSQ7CmV~Fh+hbyk@~cr5L06L#*gFok#p~;&PO{x1W-E zw$OY(zaXQNEf(ARTcdykmakQbC#65#nf@m{uf2#a;iy`GEH7;{q@n6m|5PLR*@;2+ z`~TgKK#Dl@hfGeY8iI$re4Dmq4-m2jGH@$4!4RDtb-h#&JHA6TDX&$3xV~m-8)C57 zjwOe#Yg761N9C%vN2)CU@AM!dBn#6TWtZPwG9t_Ez5e?1qEx7mUJIx-tr!v#dOVkZ z|JNJ(Lc6|i)zz`#FV&DfZ7^7|PZiGQb;1-@fSrBsG?)YcTV5l;6{w&TN)KsW!}Ww` z2L+L1wTsV(MNd~53{9t2m=0pOq%#6NMJuwDzLq>7ZAAiX@Mo+H7oLn3topSSWWrsW z*EruDZ|t}`bwV&`>-?vQNr%Y;#%(-V(FmY)j>`FC61n^Pm11HPoN*WLc!u~Ewm|k$ zUtxayHMIsBs;5BXDZD|b^Z;T+ZKnnjwkaZ|GFYmgzgJy?2NoR8UAMN0O-;hAK;k=u z$zV0OH^_#MG?4u2q}2;y-wER%mtKo^VM1P$_7*=!pKa7y)vj>z=N@FB%Dx?Jye&4x zIV!#wK#}@E__xgbB;j5qJ8*_`a8|Zyj3s7)p^EgwEJhEW-|cQgPd&-~Ea?>XkC?8RiF*%KNCm7*C|?G#vO>u>}2Fq^P;)x(YEtQ0$-oh6o_Rso|mR zFI+w1+Yr!o1`)L9TXrVz+Ips6u+H2NN^do;)zf5fk0tvJgY9Hri_e|NE9ErA!05-> zi>u8bR7M{0o{$Lt*t=S9nlPxy9B+4NWVz5tx^w0(lBZdZ^>=b$>1xZ2ArIASzG8JF zRnR>qn&RqD8sb(Bz`FjT&P)|6Hs;#z51}2}%P{@jI+|HIagvdzx#+iHYN96D9kQIT zVHSz*b2wb(*Ssf2`L*pE*-wu}_Wwre-ncST;lJxr%!?Y0DbdZu7Wj5XdX7+!)XG08 z59&kw9+ekCj&rLBo)$L|J*fKZiIYU_+$wmShpLsBohU0`%T1ef`l~5#q7T+Z?p4?) zSvHw81D~1@B&1xmpAZLI)87!p%3H6vd6`=SB&~J*24dEQA}aHH0vz6Z!;^6;x2HNP z__zpfQRi0Ctg1XV&v^3rWt3pf`Y+(Rd};@D5ndE;kWbR%B7RF0_1^;pexfButIsPsz1a3HNq9~ z=rv{Qix;$$7-Ob2^v;}{M=I7Jk+dc-Fe@$h`~QHU{+^e&P+;~YkUo%u*V4;e+Y}2D z^SvZxm1l0e7LV*@VP3Wm8ev28W9^bn6oz-NXK9C_fT_Q55|aj z_J0$O!v4&biX&z$=vD9Kmc)@jNk|-=r~@vN@eT=f7KsiI-;M9V<0(bhq+M3q>h@lj z!)E2TG9t+29|>6L^#!X;0a=ZfL&Rd9RG7qMOeP2Wm0Hj}1(#&0m@RavsVc$9BZ?3x zvx`rmgUHRO%%$C_QD%ftIrC*R;ze%bLGBX*RS&z9d>Zn(JDT5&n<)&t@sk$ApaNtu zvM4mro{Bb1de1UPN-mnbZ28oylXW4d9FxgDn}1WSvV|XO>0zZaU-&D9_*Fr9!rg%M ze3zdPF?N@GEszToYL?bCh*ZC1=DlcNDvmb-b<=?^yV=VViRx0Bmg?;ne|FK7^K`4b`bKDd}mC4Vwj z-svnaE066Dh8Uo12*jlcbm0U-ZuDoNj9NTa#e*YGDhC2f**4i>r z&Mi(ox^n|MVEC@)@a@mU1m7}dQEYOyop0nIB_Y<8t=j3yLxu0((oKY2n8RIsfGwb= zb0jX|J3&g2&)k}$@qj_#wIQsQZ%Bqz4*5monzX`@(_0DS0%|Mpp0CSxzS~6jx<1^^ zFT!(b>O-C(qIx&uZ57Lk`%VR}7iHOt6x2aBR0lW&Hjp!bzHJy2T_?&%yx>7GeNd&T z_d&=)(gpy#`c%D0&1tq`cz=@IV@r;(hOEwwdcRXZJSw#J*FU{*rK|wvs$rd!!1cHO zm~i$oUZysG9$ThJQn*=)SV46=xOOQ&-pppMM`R6(+jHicFXH-AlV(}L+UsoyWVz1! ziffCZ5V^i^4S;1@n=+O=i10M0+lG-xA{bO=Aob|h?j0_B&i_t~mgT~jXa@-M0WB*v zuFEEnVs%h}z>l*70?4VL^Wfccb2~O@;pr}%U~J3uVYtXCQC~z%4eC{I7%A*urd8}t zBO-kqmZ>19P24N4Eh}hkw;^DQIFw`G^^`?)reh@=%U;2ud^ndDS5(1fm;q3~`9lfC z@spBRH*3jg$Z^hOgIfR9{wvMRunY5T3f0u^WXXx=P?s&bq+UT2f|uU5C)wL7_WhiA zP|1Kz-L8;Q$?XWf(lhO(B%dF4zdP8$vkv|DgV_q{C&{esLFkpViKbU>9QH;T=wR<>D1p$0+S3N*1&m;L39 z__B>_K6#O8?H6EUSyP?L8-F|gzFs^Z54?7)oRm`*a>=O`ehjB=ahk0_YNsoyRhg7H zCdGd8?QT%FoO0no=h;s?WfPoQ$aG@n>gOQonm4;p0sk1O!$16w3a0zkW_I+1fDARc z@)ZGM3P9H090IT74lrc)Yk4FyYSD0`bXZDyw3&$R7(EeN2S?o7jWrumg)cmJu8U=f zlg3DH&WXAT;#I3>M7YNjLo?chHHE^xF2xf=doJk_)g$RY3pvIE%=11x(batsRSeasx8yP%V8`Q4`4DU#IVEp?uy^qbLwl>J?^dH zMw+efP4#LmyX@RstL0tIEJo&7vQz;7ZsDgDDRb)G{MGYX&~ z;H6q$Nfk0oD%LCoNoeFDyoo$F!o%Y!I>XD0jmo8zTMcG&mFgpL$*#fp z-ex0wEw!;An8kztZQ-P|G7KE((#2X_%Kr?t*eodgD}QOi87!@cSB+f~eYuc|7JxJ+ zOq$crytUW`_P6aFVboA-`v>-e!Wn0KOJ$Nvjtipd4kfqe1VkyOS8sy`Bb4QH> zZ8h+*W`6ruTU&hn0Fu_QecBkY32$n8EI{rcp>@6)CrMSoPV*5pbLomdCGSNvVmkJJ zFsoMK>dUBw2joupN%k7~l%)`-XbU03iir2#`}_?%;+Y zK!_psIJk4-UC3-N97&6W&AYX-`)ZKwJQ1n$C989Qr!-^!c-bF|-(GLtyYBccKcx?p z`r8xmo6Tn7c~e34jAK4hePR{qo+aepX~avbl^(PtB|R0>xQGa4mSiL?ECL!FUHTxt zKvpT|GViN@-6S}hN`8JPWsvX4S#>rcG`>>G+huBjJ~w)AVipBK*vOG$^Ynv8C^Nw@9OUf%jZWkrpJ

vDZ2YUGh z=bZuSWyrqA1%4bs`=S`B==#0UcM!)p)veyz+8|fSnex9Oy70KBT|nqeF|DAH!W~Yx zJ9$$LOv{XB@N2fI9Ik(8#95%?Q7Ifw9Fei!@ zZGk>)*Uv?xL!AR!UNIVyI)c|8N*l56uMbt84iPetSvyVQ)_h&7ub`fV%QsWGoh2WChR#_*|jYX$Ltus?Q0y?fk1^X00Z0CDf6PR}FVioOKXz&yi49 zz92kO%$3(`|2dri+_|?Rq_XE9lN?$h)Wh{uQ6biy`&iN=ZNd1ya?uz>*FYS?5B?vg zNxM*`VtqsJoTwBwn!u?rfvLsl_WZzP%($h#e8uxksP~=%TVEmr*b4XL3tp(x-B9PmW z`d3iLhi483ZhW}1s=J^mJJ=C?6%Qfui?fy(=ti=9dTi7$yi){v*~(<|7di?#j}MDz zX%#Yai(`_HN9h(Pyr@|_vhn2fc_!$tXZ<`)E0bx3UHc{BQb`0l4?K%RkUEXFK|ztGw(xtxx3 z@+8VEI-p&dQVf5On!)ybXW7-Gw;Bh?d|H0!P(#$2GD~xk8ZIL+#%$0%a_{fJ5avLAhJ(~7;p#5ct^}G{o~PuQrjYYGYj(TaD3~hIOU<%*g7xP&a=r3~9Zok3 zzOWk5Lk@vnsL!r{^%ECG`nyauyk@$e%q*baKEn_`|IR)osBJItWD&7NV5Q%T1542%87h9 zsSS)SY3$GztD{+b_qL0$g6w6VMM|{{1L{B%M1ekTn)QpXcAizFdqP2?3l_YWDTsPHhIPbeUoTp>+KyJHiJrp!CWChzE1Rf1$7ZG zAIf;!shj8iH*|+nU}hm#8y(B9(sn}kH>f<^RF2J3mqG=~(89&iIj|bu#Ozg#VOH=I zy@6NMTGDHP56PD|tL!hYDwm^Y+@2r!!VfO|3~Xc60n6xG&^_KC@#3yyLnrHS=U;MA zr0POe5ig#DSl3U^IFu%UB>R&(RZyZbFgP~VLWR%r=i25l~7m!-qK z;WYRX+8ON4$&gL-*ud89Eo$<2gX^C`&2>CKHhavK2RRAO;}|0Vjf@99_Fvls(i9Z37kYhI>G`OlL@%^NIB1KOUJ6)ohax`Jevjy>TH*mK!y z1YzSkDFvZKi8|A!*&4$SzXR0k_<{nk;E^=T+4Qbw(HO}iA)~6m;3K7>=zu;Ge{^>$ z+&bDAjhhC{6)o6nz5+-&3I+qhqU*N}2?G9ut}CW%NNBLZw6!0&llF?sW(>|#*=R-hHkW3 zjvYecp3ADAwmRTys>uW^uCtj&KRm_@v{B=nV%gc2_7 ztuT@JioF}uZTla+q-PRawW~hE{51DigLDe`Ry=Wv?vW#Z>%oRXob&ap$vbJf9%41( zx*??pi()?+f5CDKiMQKklX>>QqK~S01Hb}`75ZP7+e*#*QDyhp174Uy zd{;X< z!}+EDwx%ztZa%7zkS1QSR6#PjQz@Xbg8~fkGJX$j2qP%mcdu*A=<{t%5OO2$5y;{~ zliM`xt{pClL*yVcgvt!o*QEt6raFZTa{apL1kNQ`EEN!Y>cSzAse_}P5bLUjGUnt@Tv}w_MJZ8T)i7h7mC7=LD>gytiObTdKKzhb z$$WK(G%!;PEK^7Y9WpV(>w^H_{RLgCv|xj-KElU^Yz>25+=RWzIeg6F!RPyNGqlsMkAaxk42jFg6sL(!nB2c+g0=>$9(e%rS zf5A!wZkF$VgFtS2c5$h3wIRISDs*+^y%J0Zi2=M<0Pb#Cbpl6w5GCo5QoW}AcPq)I z!yJ%@DdBSGS>g1_?jc3ICUUmd%R+{jo7Q$%J+=cu70}D}l0;^fb(RB%?X!R85z#yMF8WU!c+x`a$W}IMh z564%kRrZ`4B`n1hH8kMxn<;NkUCZ#ASLcj5F(L@}sN)92fzciifC!lwt7o&6?h)sB z>`NU{+h%_AtHxV5%%cd%33wB53dpi#Ke?tqs~v#gZpy={UdD&^N;=cVKlLkH^*0t& zb#%gpbH3|csekKhfqq6qaX-Gj+$nDn;OwA+&60;aBjmH0^goU_f)Gg*p__EUSr-?= zii6Pwv4}5VzQE*$?-tt#r_Z6tN#l?6a|h-dQ~r(cqbfI(rZ>knsNbs(>yd$VD(9^c zi0e6Wh*Cn7udR%SRf;!Jh0Qvv(L@X^2RySPB(+)iuNod8KP0D8%LV-ziw;dqh#z#1 zAP&D|(BM91dATp>Nsj`au3%3?V zdQy+kMtkp;cL3L~@gSgNtC3N6|LmK;9)nNbIlf{^24K7i?S#puJ@Z?z$EW9G?2@3j z=dY%VosJ*XzKq;|cc`@A-?Xp*(q+J7tgH;ehdR9`^YS_R@{8^{b>z9Z;Tp8lqa5MaXuz7_&VrLiUwYWue=~>k z6IPFvF;FBq&9bFlg&{fB1(=$kUbdMK`0NAS<1~v#tde2mm-yuX8O&Xe0}=C-w`H-X zVNPk7LIq9W#Y^=8H4AAAU(N!6={YLfA|d>GEGUp^jl6$1mDv-X^&u9YDOdJ__l~q6 z8sAxAt|AqOKwzq;LYjrkKG3cynuN&ZB@}XJFYgf_RPejbE48UUU(N7N#2*)nOO0>bww#sYk8_i6;Um|>1d$FKdU)qd8M|CrZOn@yqad<6L55)l9`^{w9#soHu6?gGBz6vA!tt+nme z@HW{5w5pBc-i6{OFaA|5udNhjP63I(SY0jfV>-;aV7|7!CCl!^MYZ3;73}{3F@qs? z1+Ddc0jz{?Hyp+j+M3$s{!!cvLF^5DM)@-iyS^XI;rW(rM(Dq5%_J&+5g8%*ydDo< zNbixMwr??P$?!_ImQ#&my|D>zaKe;^f?7k&|H*{}dTDh0nl~9ms4y z=bIqmK#-4sPI<{KoVAdK0c4yVBr=Pp%nT_&%pIiubWjE}JrDK~U3uGX{n9n4BCUR*1mbEJ^EAiLq&80ng~{ zR(}?W!lWIa@OZn|G3_FMED{(kMnYjRC%#lQ#k~nd#GrJ~Wk_C#?-(4{GKB}e!Sth} zSInX>^;(SUFuhu8`noC)aZ z`RkaA*=XxEk9e3{Ts-%KZx6K z5AB#{{I)UU^Q#Txs#UYOhlfuZASw(MzZbz!R!i#FlnbR%Vg8vu?|U+^mQnSXWfMAU z;KF#XPGe)RF<;Ry#)`%K<|VW&=fU^@3P<7$urTfb?D$z*ch~Jwv>c+ATrT zge93DwP^|C;rfF99_*1u1(bf*^27{ROeG;ypRw1ao)aSbg2P*E82(Ov=0X0~zRH;C zug1iG^HUZC{3{M0OW}jY8nMV;l;M+Y))B`QLpNFeU#!(!fU#6eT73WbA#F3IDG7n* z+ftOH;)x8`gG!&!>7`=m9WWDtWQb21G=Ls!LO=U?{1SHNYQSEr!S97i1Rp(oALGr& z9dDahQWCgq9DTaoNx9L@LlU`yRg%PpcO$!)%54G<(|&d0vT{U@<7s%@FZJUv+xDP{~=m*kw#4 z?l>D}NAO$YF^-5()8FyZ=N+++sixwW*$I#z}jy+Da+KpTbd*}1XLwkO}h`89rMa~g)z`oxTBqV9f#@hvn%K^MzIRR1ta zoOWaiv39IKB1ME)+cjvMwe=fmh4Cp8WXpNNDmg!*lw~RNfKVHmpxgDz9J#Hl9#+D~ zMvGH$KDEMV`dCabsjKv8gP_NJF))m^<7rpepR{zyKHzh*d{-E`!s(B=e)eXTk2Z zvoi)4HSi|6hd;qP8uy~GlH*y~LXJnKLv+R89kx09E}Jll;eRK-OExEbWxKI~woaAP z5gi95J6#6^Y@7T~Wvbmhlxw4&+X_w{Zt*tLBx|BAO^x60nx1j%dt}K0JZce-!^Pl| zT_iMv<%DCOx*9BnF`FK7GF%IRJ?v2>UR7)E=y*ChV^GW~2=9}Wh~OQv2EVT1W_%^U zQB=%rbZuXI2kKRKIc$q+i643SGv;m<_Yq+;||c z@+P9nsn*zok${^t>7O_^m+g>`;%PK<5&MqigTcvlM2dG_^t%jv-!-JbPP(yP*$ysx zNP^c{SI0na^F@3b{9PYLhZ}cpy}GI}D=FeabjG?hWVPI+3AhUWZ_6uo>OE0C4LA0y zz|3H+rqBoK_dzyZ&2%&puk_>Vs)zS+?l>ckuD}CSs}R=XCf`RRPqQkD8#Twa4xh>#95@2W=^1p(H|eu2DK?TRiFcaVcA`t z`aw-O??mdjeKq@{x{cljP;K;3JX^ZZ0(RqdHMDtsj&ih$#4k<&jah70z-O?fF-9TR zJDbO#LuY}0+u+>XSdwZAs6OR4aM+H#Ar$4*(j;QP(HF8}81yHkah53e9zLN4>h~xe z;|RuU9NuttMejqscS5QO-Uj-aMs*94rp%DM8nse+y@A&Q5tZk5-uzoeVVbuPHK&ol z*B)DmBPYDg>phupNyFn_$?O{r7s5iJh;ES;(9J*^>ghH@O)`sx4GAAqGtC+HDs7|xuJnYuJu zC!!stdRHJAgnqZplKGkSX77oSYG-yTD#={QB1}ld?e~x(#Cp+@y8!MVL*d;4a5E1? z9oQj1WIt$lpP#f4=8w^LdBzd1OllYEH;ev`oHZudWyg~J6RA|0T_qFHY^E0PGk{Z9@JD9?CV zl%PZxHtpoPsqU?K3#66Duel9%Yt;2hI+hILvZZ!>puYMZhU;;e3aS7vH&LjT{opb8 zM(UqjqDWriAOeFJ+A)eILCVut$2D77#B09b+d0Q3!u$m7Di??NQr&9SU%NUM!_#9{p_uS5tU z6xr#?3Q5t+To={mNDB!s3-&ApI%6+yj7rM+$W2BWQxM-|9MUq zq)G&4K|gK8flxsa(k4Fxc;!)1Dm8j%y)Q_?w3(|M7c`R~iJpW4Wn~z#j!CEWTK!X= zY>pOzzAoUah_Ge3J4@B064vHR>^~Z<MkVhM}`H_3TZd(yg~2DmoD<3b!#7 z>3dsfw>;^N9IsL50%85x1{KB`e6#(es_^c(!Hd(V$O%i9QZ(TY{_aN4(>D!R>sge> zZ>hU{EA%faETY7~()wBJz`$G_8|v1mRm@OHd48mxj_x4y0q}|8b07PZkMfA34iJiu94q|u{sQ>wof$E0`gg|^rhW}=KDsp*pXkalk>#%t&$-qFB! zfnsEZVyxDO`-cHwH$$hE2ko}165pd0r$Q>=z>=mji!b$p2x=7N&{lNL^xpHYBTxa0 zg#GBQ#}_tz_ZgAFYy{ETD-260>^W^*$9z8pd$Q+KU+JJ&zj_@IYg;t~u3kT-G{ncD z;YmkUK0-c0^CG#?x?luCTW;oP60Tx^;;Bp7ZD|LQxd{lMmOW5u3hqZqmHicQeTD%R zL>r3#69#^=D{G_GC6d#;+6d@6ge(L;fRT{D*X%tUdbtbkz1N|)6NoFyujgm0T4fM6 zD}my`RXq=mCffu9mmZ{;$VB+PFO1sNIm zA$0q4sVtXHvfkCIFdIg0F|vO@%_vZ=Eb{-FZy+DL5ZI46ncJ>b;hQ4lBuev8C@}Tf zcT|wlf}}wwu03^}q&9a&T3s}fuBZ&x4L6CT2u%&^8`mQDeB~>T%!5N%7j}${cAz&6eGJL>T2W5PF(NhDt+#sTM&K znq1CKsFrf|#fXH93ZNFRYV!fkFBiN{oyqA92=-3kWpgxNYo@Wd7$~1c{)wRRcY=zD zz$J~&H%1SwP62T#j@JDMtX~*YS4}H0Me@U>6ENLtRECgSm_y4nelAJUQdb|}^JR1U zMtTEf(2=24Qe!)6(aHnv*PR|<;&Gg!%GFZGr<$GrRWA~hcPd)gwB;Jgzu9B~Gd!}D zAcWZ;0a^*OwBMwv>tJ=HKlC{DEA6#@t1=%xmT;uK#vZF5F#d_A0rYXFba0Dk3-+@f z&DeB4tUuNx4FFAkL{>^HcmO;_sM`mUD{;%vCp?FhNZ%KjmPuGSk!wZmT|#={0MA@^ zMwYjLjQxo}Ah)j~TPov8#E>|L+Xw31lYTKOhK7!5phOI==B*;;lo}9GIE92ib5`WY z)dRrF7uOCEI~rtDNEPMCfbC{|oi@fB{lRR1LRXI?cCDPMC9x^9=i3*6B>#Y@7N(`a ztC_`uRo*a=h7U?Ks!E;d}6bJ0?$@jQ;%nT1)ln1PLmOm`m_rh9+lCvFg zt^QaXejO~3nAWyh@>AB1lCkqmWy`X^SxYoU89Lnn&HfvwnGy3}h~*sAMAxg<6sr?= zwww2R!g}(ex(mzEo>1x?056V??}--ddM)It8H~{dfl^*mFV=d&3T{D4McJH$L%<}_ zdVDt>H}Wr%Kd!JLY>_a1&+xWgmSZpx3k$S)W`gEL;hCz_y^a{7R7Nm@V=kEdj;l zt72?72}HuID`XP)D6CEaB~%_osAu34Tm>EJFbk-Rm|R)(+LP`nE5W9H>J{1gwgOq;%H)>3`i&dw|$x zhlhp^Y6}w2LQFs&bov_;tNC7aEi^sG+u$`mmc>PUMt5}14g8Z_y%0D|4h z90puI2A~d#uwQ1vG1>>N-S$G>C@6nE$>zIM&2p}5y-nF)f8kI+qU^N}|JG%k>zqX0uT{{9L{o8!$##&+JLdhmSPLRtlW54{ zs#ut!rQmzPLH2Nl2UIAu-TZr$z`f=U&YhvpEak4KVHoDcn5LCAX8Xo06kda7sxb1xC}!s+PP^C z?s3S>m^|CcRqVcUNBCd1C`YWGT_pBXJM(cS7G+u8=*P-sp!_Sw+g8|5C~Yh?%FGnH zM!$xbZN^*|J4Ym> z|H?I2vMIHbt<>F7Z&T7CPJFBZ9)&&C#1V8rCh~nayiQLO(PE--4EzBcjRG-G)3)ti z`4x1YL;=f^8xM5rf#Dw;VE6qV4 z0aZG3u>g|UaO)oQv0d!h?$I8}yZX5EA>UVT2#TdRXp)*>$xmwU9s(JZQsw=#?`ygR zdS*>$m z3P*jOzL6O@<1LA0emJ4>f7w9Vhe+97q3j~jSPN z?F86#>#Hg)Q@1sR-06^#A|$$^8ST+kkh`j!W@6fC+ea6d)>Fg zwJ`z5L2rzZI$$lp--!s^*QOok=5(UL( zym?8ykLDhP&TbihG)}LF;8+BmO84=O15f)1d>Sq1`K%ts8CmIll>R3n^>wmIZ>eEf zXga@>mtgb~LLUhu3c8WuBy5#!5~l|k7det|(_YNB<;zO>A*y6;+gF}!mA>?fBZR%d z0)_tJ*=*-1(P5OC=AQ*)GB0YJ;Fboe3`h{02XR?WyV>uVwg)Y$9-xgc?%n!n)i%%W zPrBO9g9Xg{FZTD?3MUP;kZ26duQ!HYm2BNNVnBNJMmffd$K!hwbMSTu6Z+WCptH#~ znYgkKvPS_!lY~e&0eSaa<_jb*Px`_l99zdsMMl87A<^4VwG26JY#lcK!!LhV$oF;&6u%a|h z-pT|XPR#x52_kzm&u?Qxk)!KT(E~RfnsGrNfCz8W;qbSg!;l}|ub)LdWe!noLx|=f zQGm!_ykc@zF~hLyy4!b`D^%j}j8%nd&q=h>XqGwS#V#@$K8RT^I;UbLWA-3?SSOz^!Pf;X<}wTKM6&gTd|S})E`aN}zIRL6p%yf+Nii8^d4L3A zj`-=)=qdrcow~qktV}H3{X~6^{MLuh4_8T|of70;I(%)!pcUwro$6`|Um1?+07Bu? zL>u;A+avQ8***(qMKoJ=C?IlA6=4+x#cGPa_a{ufi_r}o660`atoUpg75ig+gh~D5 z#9M2(1@}bvN0(+u11lv4UifbOn2xjRwLpR&5Z_vF*HFGNY>O<0#osGoY2~SpMX8Ri z_;T1FJbu5>oyF=kAl)xGNjS{ZtEHNX6d$P0XYMw?|+pK&}e!}Dkv zNWMtxzosUdlaJMDoxLEB|ELZ}tF5J?56V$mt<_J5yint0scd= z#`7O~=kIGY7Uo$8uWcMX_8McOC&_xQIlyI$(k^CBOU-fdJ#d@yivJq*ZwNTHMvm(r zCVS^Td}4Gkdt+OPB~rgQQpfwGg@-5zMAus-C^5t*A_*jp9`>@vLFJQrstL4`ia=Y7(pO7gT5kMx0);0d2u^$@6-`0aBjmRp|cLn6j)D!rcB z(RnO_5l_e(71AqFM8v-{2diNrAcH?cX-EK*JFUK7kNS#Z2T z9jeuoqqx7I_9M5zIiNZCSHaJ-Hp!a2n4PMbZ%3Y`&;>N(k{y-ALDSL^&d-=_40?t9@nSzSPF@ z3gUQC$B~w>HHuI-jR6$DBwYigNo$M~q*B=9oS?QLHBk>z)Rn?#;Y;X1KN5F88a9EZ zP7wYz?p!(T-l%=z@tlKvKflxz>Wr4{$?1;l)Mdt-e64t((QJn0aTazmIkE`npmKBe zs%q*lkyI4>$1*zjO~0c4!JDe%dy^d{wd~;3vh6WRBRgwMs?uuj$r+5*pAi?OXJ$Na zV}u&1)NuLb^()q#_ny^_7$oaL9n%X`TnF%kymd&x$(e*+&pnr8LS!4~U zr3{g{zq|C4l2U(QZ&N=8-?8>foL%7g?2oIf^#-%h84}Buuhd(s@Vf8Nk*N?>77l7^ zbQyovm3ydxlU)`TX(3(R8NdK!Ku$-DHonEyQD*Bv?4 zw}x;nw@PN0q^Dad(92;dh$jW?Ti^A!QlMH?W=~_}n78M$_8aDd+zx>H_rOPzF~yS- zC3A1zmzJD~OF8=qSV@i&%n*8kzmAmA1r%fxF?!pfW8cy$vKH|HYU zaPX0iDDa|P@U{v^h#BXy$$*AO2){cC)#rC0-3JDOP5x% z@3wE5N5*V(?BO$e;yG>NLn+Iaxv@`?yUyz-WU2M!9yDXck=V1L#cO+rldPfG zFJT~W#^Q=CEc%?4p}d=hadc~K15jpl;9Hyh8_w~yf_s@wV364!o7dY;%=F|@#EGmnh zf&QxLZ4{Zq>JaX*Rn}*XawGY8nPt}>y4PYZ)kOKl9uk11u?`2?JFY9r#~SpwDHZ%10!XmKNqeh!algg zqG^zbTj%|ymf8R7DO_GK^*xnoaT{q~^>!)F@*As7xg}doF{8GAP`(}LB&MLr`KHBg zkMt8z5eBjn)`COKCz9rNa~j0V2z#p-S!0o#cb_))#KatqmlIxAeW&Ca>~i=HmmR*< zLOg#p%c^8KF2Y~TK8n&u4VpnqG%If$K@MyqKflBwjj9wP9&e%6`sWO3UycW5Q{)gvihonr!W_W5D(+PMTIM#tY8O5oy)t_NeILMz~QV4yPCnT}p%> z7apT9XGQkz@fbq^%7o+4c|7niew4ty-K8pKnDO(RuZNu-Y!^jzqf18*jprXN9GExm z4q}o#+^L`yo$RFiR`M}K`Ea`F|4L^@!nWWB=^?Zmy*uf)S5V7sq;uDitQq6SiDctD zeLL#j)Tll`;mp*eRr-e68~JO=_&H}tc{Rm@7ad1ok8if?ulon$&3!WxG!t7zV#@RQ zofkA@;76Uj3Q)#?-E~*>sjvE9i25dllsUxLjA{mqxj(^-RYFwC*`M}LR8g;TmNrrz zLE@Xy(uePfhhYqI5O~OJMrP)9_@%O?l4IoDdTH&Mf3LLIjsJQ8JdQ;z&v1(x%qrW} zMT}G9Ht=_k5NRGVO((vKTAumdsB{wmqjoGLl({J2E7Y{7kzl-GbYg%qtj0~N^ej5~ z*uE@zhURn+B!GM=TL9TYXX)J>@OOLGkvs#f5^4wR|^)qwh+U|~^Jsf=^Co?^q>|{%q`}BJLWkr8*Mx28U#IJCGzO4>4 zAC9|`I^@IHUXwGqGDu`rgCD*ORo>|0Onen`guhFqA*pZ{ZErK zu;*9Y#H~BaVH)fLpR3N=W(+<$NEd;(=S0JxQ@LK9baZYh2?K+E;G>P%PxiqpHzWvQQo0bteCyuZJOTzbQKrQotH^XVs z`e%}xC0;zuLD)w(hEp&K*RI z^bldmx#T*B5{H--VXFl;s5f1|b#SG8(JBr~37HWaFBUQ+ECq$aKPwRp%keZ($u$qkL+E z4z(2y+OL2I{U+;Mpyc8E6YK#H)Az+@oiKK;CTG=AG+pkD?n|0>Y(q2!0J%VBR25 zKX@_P=r&s=;asA>U6tMA6&g%7zAmTVeR5>Yjdktyi}BF>NA8>-z%HvBoE@Omb(ID> za{g6za$0S?_Fb-TpZ&5lp2O(nuVDpb@UE{{8^@H9^^6~V0%>=v@7XyZdz3i=c9pmr z>7^n|OS&f11@)nle>>RhKGdF@_Gr81N$xBbZleH-p0vmumXG*fv~&jzRBXiK#gv@*bT)>75B zZg!au7a{}@?v{=9gfuopBT>(KK$fD95(xUZw;Je3Qb5vRBTf%Jazlx5^rP5vGyPv< zi|tKLl?c(Hu$KR_c?RzLL8&2E#Wntu@a1IoOHCWvc{(d+)02~ATOT2VfUK^a$FzCL z*Xou<+XlFDT8rhe3$tBpqyY06K7r)*b7u3jDb-hWyF;kNP_98>*`qYZ<(d@=ZfJc@ z1`>fM^4zF%S!-744gxcAlD^9N4)c(qfcw9KAuF}u;{0>UZ?bY>2-rBs4iEYK3ckZO zJQ|>w7TX#%sBzyY$We&W{V`g+qkcF31OV}<%86H<$h&7UwmjMd?1A2NnZ{~L!6yS2 zNC-+ehSwzv{Nx-tA#NUi7`AwHxUb}8XxPDKB`F*p7TKe$yLQA7AmO$;xUJQzsnn1* z>&Y`ru_fTaD1wn$9_?h)j5!}$_zroJ&!PAT*NR-HEB}d{)A%&a5ptDtQL3hq(oxWp zBm3ZMl8izzM_U){YunK{%PCf-ed<1DOu3k@2+@Y0MJx1xlRQReID8~GP?E0wd}3tK z(>@P@u(Do#?$XnX7?xpyb-_Q4Pso}U-6w7zTIVTTy9eP3QUY~KqUw5-cxO54oEl@X zlsgg7FDPCcc7fIxl3fHjC-BY9fXqi9(M;;BjY9Q|op##})-~|UN^(@*utmJ_oZG`N zBwxQ+eofq(=%@!^UOI6XRryVG@O(TO0PKMC2kV_3Lb|FOpe8Hm`$g@95WX`>;+(n3 zwvZ*mH1BZ$y}MZPyRU}e8;4zOv?sLI$ExTdx%Dw#H=jdHeX$9@mCedS%`~7Q6|gM> zr;8QRABzMRlb5^mvDw*|*HiqwFH_6#=^gIv+HUw=G0hZU(<1%b)Ob(Ko<{Dik|HGyR z_t(WCL54c!>rw8A0FScF{rjZ4T7fY=6P=ZKXF?{kwowAfh+;RE)_nMEk`iFn?t{Wu z>VE`ma`PZaEho!#3JFxVF;R;OJ?X}$gCUG{`EomWQ48)bVs@7+;K4+y7)#>P?3LUY zN=IvqVgNPtD|;pHm zfp7p?$YWGJp%ZSxNF@eGVe{qCIrVzVxe-+UJ!^(%n_TV#&?u^A;K5U5m`ec=?yc+# z8~RD!r7{ug`DkCZ_?Y&4(KlDu*Hl&*o#{X)Xo@_OQMOeh?Jm>nKae5^fpcCXUhE*l6_OG#+Hu!b@8@|NG|K^NP`n5QL!SXo?0>IH zp0R%+Lb&o&3!4nNRgbgtF|?cNcAZP>6dlxzJD?;uC+(x=?HbihE!mXwby|6v=4Y4^8qpq%_)}rsS*8~~{2pYjAmKapwy1dn501xgC;RVUOSZtr}&6H1I#FiFAcNh5ZO0PNO1-~;))++(DR(LyjBi%Nk;op}p;h%KcnDIUYG zn_Q8&(}h>ORWRerQi2c;j(aDx{EovIb6Vo#jI?oql>mGwDs(*VEjADC{qG-TG57vW z3}Zcn)&Yo#+^03n#o4qU#bcn%M)kP>ZZ7`GV;+ zQUDKzKE0eU;bvISFp$drVXzLiVQ0ba*%s#nj}uqnU^-@9_y4i$@lC>+Ff!K>^i6&V z<_B2H$$=B@EQnRuvpze(Qm_3tbCX%5Qd0UpIPjD0XD8px=+I7t3-+VoE!2iE<<+tr_5kEWecf3s`|B%Z-U z)yaan;O#v;`5O44XE36phC&h^k$r?k%xe9*A5Lqq^;oG^nccu&(xLamk?*B_SRP%Q zaTLLj==knu8C`h+4I2p!HGGX~Y_|p0ek|v6#QK%~21DrCCL{Dp!HAo8Q1!VjO>+Y; z-{#5Q+v)x9T*W394Yi0G;V{YG`tvE3=KBV@OT|9H9vrBy=))FrMxAre8`U z*494GHkj**xOQX|#9u+NbF-n0pYO!P0Ddtago-5l{7BH=ztlw7Oo&|r&XPy?J7dpA zuT4%!VTj*Ey4Vm#JVWS~1!xgcdmfT*_w&8~1S$Cn^(d83VGk^&>-fmgB@Y|6cp_T} zdb&zCQuPwbVfEj0D4#7$$*<~x->65JoUdoz=fr)p?2qrCMly}kL=Q%B_HEI{CSMuM zU40kD`%LtK1vc=no-Q(Bqssp0Arj5 zC=c_|pge(-7yssMiL8M>Bxnhn38U8KTaai8XriHkI;Vw$+ z$qoTxI>`J2iWnX+H(&m#Hul5ddjs!}NxW&M#^l-JvT)@k#}B{M!y(t2qvBEBEJT2S zgrx_&*~wI7#C5=edlTdtK;z2eEaZfA8A(&Z!=AK-9Lq{{a%ssh>37$^T+Fri(=lO4 ze&>@4cSmsC(P`0Xze+mS9+oEx`36mWauJ+x$|eRfl7eX8Eu%s&cA&Q48HzNf&pX{)F<^Q08*h|jlqam-N#bCN z;Kz_$7~xt#jC)wMAbnZXwTFbTq8swfQcvVbSxf?*BhNXV*7ZMHrMYrnl#_FU&xVRT zOQkwqtF%{r`=ea$Lp@K{+BqqnL^R7$CKMU?Cgg*G{LN?kV542vok%c z$u|U`t3xUZsbMz9ss(NN9DnS4?*eC*C&En*F?OJdz!AoKsB73+Any5J^?i z1X0}sGFtla&D zx?jK;MWld*U$+yb$3*2J*SWEJ_~@sU#Bb}5E&a|s33Z(+T2{GUcy&UmvS5?CXY3J< z3{Vp*H=vpYZOS$r^a>quB^ppPPBGCE3GNOtx3XNe@C7X&I1zp>M%mTJGTKU7>NOZ3 zSb72AC34K^d8`6(v<*w0pa-=!8aw);vb}(iZgUw}KIKNaW{u_eu=$iMYfZ3Ne6@4Q!K7S1L_^}8Jie7T0$a@Y- z+uVyvp_9QCx^ zpj?;L;u_}DecBhw9woo}%eid7wca4vIlB>MC7*72@F&d|o@&bX!0^1V%lo#&w?ok- zKBOQb7@JWHiO=7u@oNgnxuymr2svx+X>-da{+$U~0^-{jhU7_jn&KWLx2`FoEQCyD zSV(vD&A-{kgYZRKfd$*bYop5o-m$J{ekybURtxB#@t~;bS+NDOTnZ1iL~&PP>6Xii zjr(Wt{x;524NWK25q%6Y9+(Psr8~)C9tcp#xX1GESTM@-rQctA6cjrCVFzyml*yMq zXh_4bC`p-b`dZh}aN&8n#Uh!Q9^9%B>4@K!1()RLwXv1T+2&ETQ`sORvEA` z_nE}u?Wdm2Yoztk%YS_~pUSctzCOie=b-~fgORP{J?|9`)VJV?J%4~-J_~wdqVABV z`5_7cJTU|gRqaMCgEmYND8a>$L}z4fv4W$>6aZU{lTHlbA{Wj?{>1tu*`c`l4Wz_3EXM-QRcgl^CvK~oEcV|aBq zy$hMOAvA)?ijA%+!Jz1lw@r*3+t7k*%96M6k-@Jlt0{)Q-vo<2uR>FY3!LzDv~S7CZ|Oc!WM-I8+nZK2dR4lX6*c)_?`UzU)DiY zhMAc(SDdkCG=R3Kf$sIgR!DPUIDR3KS`IQ=@aJvs$bg`-aFJzzD`o|7?Kp~FVY+Lm zH4+WOWb1ZF+^d$jZvWqCNBf6TJBjE!Y~cnPlckHSD?k#Fx~s%#{gu`FsF3jGTQYvT zl@P!Cn{S+Xa@jQ#SLpn!o&`amcXm=}++JelMN~-{{HZrrh<@!5Nv9ryZ5exN^gYOT88xtCWP?5kS!W?A0t-<#g@b5e zy}3`S*E2_kU336lC!2Jd`!)LX)h5^LNM*Nx*P#_6ksfxd51DK8ia9jm>Ya2cB;qwS zx0EYurMu=ifOaaN5LFU8!U5ToYqK)1oYsBA%=%&QqcdWYmPzzF$3xjF_A*xsDt@x% zF4dgqR3QSNf4tbKy3L#Q*qTF;KHvE;OP?rx3#;Q2T{w#Th7>T$2!~fgCfnoL!6&pc zqzdR8Uz1wbhs|kg09dTCvYB@<%kbvlZweOeeA2AEPkkxR4W`{UWG;bw(Ih6P}9apOS;u>4=JLjl7w{3c4@Z>-4|DdfO zTZ^NEx4580zO^A$fSc4i#sZU2J_f~0mA)cvfBL@~?j_=e?7AIU^Jyz5+gk~v%g^I- zCnkuoABurhbV1DL1S&f3D*K?@e~4`UhtN?xhdZSlh*v^Cq` z)=>40!bS#KMSb71-<@r>hocOz zdIS98A}(!@EXoo!%_Lmgp7SG;5K)SZlBT?|9HMzV@HCpi=%OAP&{b$J!*}bM1+e9?l;qXjF*F}Be9|Ki&;P`A$*wVeG ScdrqUqdOPc{%+2YZrzf4taStc literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif b/tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..c38d4a7a32ea4f3d7b1bdd84bcd45f45ac29efdf GIT binary patch literal 1993 zcmZvYc|6qX9>;$(hOvZ^C1V{ismT_~*lw0AGxoKFs42yeu1tsF9y?hZN=InYFhlE6h6zFxm_NFm#|qFj$17hSre9v>q;UdG>;bLOpgn`NwI9a7l*ctb;@eTDvtLO z=$K`oR%?l7NT?H`sRqU%W8j3V;-(H6W~wWIbpQL*@o1X`oP>tS=xlqa9WZmtv6IKW zpKJKjqXBwp-(Y0Jpq6UeR{4e+=7EN#amJ49rD?ih8h_OG@XnmJLF!dlE?s3YONGK( z{~C|yPNE*qF9;iH#`P%uQN8xD;&!*dIotUwJ%egHE#HfuAc^uONK!{-(Rp&%mvV|8AM#5#e(lZE4D!mB zy&Z*cYNqE{=iI_8N_GiiqZ-G0>1QsEt$J+q44Ds4nt$q5@3WRO`<2ihitzER;+7CA zCp4%Ti1}4*s2|Nlg{5pimrdbus`4=!55+`vjCWc9ZGP{4txqW^V$BaHaVZZ`4HAn` zDT)o)E$_nZzMWARskM!yFKFCWP-^|`BZ(68QX$a)UZse)_Jmr?;P4DB7g_ddE>7eQ zu;Ri53%?eCeW&lXHcU)nHJ61f=HH(~*SwnGUtSASh2qFNQ}(w2;*NmuNseVW{%(Xv>=QAkiU{=Gt9V zt#MU(cgh#KQPQjRZ1?7aj3;SoC;zj#;IQ+=bo|5P)U5MV?Q}JIGUK$#%bcBMJ6H0b zjluQ4{ARK;g)=MIE*MqIO0r=Exg~OufkuZfMa|4`p@!w-4TX9x3mE%OqUJXZ;R;)p zf+bxv%<3!}7GObWk_bxw^fL=T#1V{fXJx>Lry@!?N5beGGBs*LCE zS;(TdB?FP8wdGeTc2+^VC*xdtHnk^Nj*1&;lCeau;Br>e{lEQ|WJ4?{w8^Fj}^WzzwM+8h~>jp>-f*P#Y*za^rfbkkGc|#dnOLjo13~ zu{nW4&?X_nAhQfZf5Q5yJ7(V+W1&{mzL+*Tpggy%H^P@3Cgw~ud1BFeb*eG6?5>sO zqLP~vQ@|BwiW19Y;)tYN#=EkN0&;`1k!r!~$RpE0{DADFMCL!ETK)w+*A`aSr+UY5X`@w}TOqBVbMhuELpU#!k*>6(nNtI@HAuf0bk3AgL zHMMi;)C~x|w7HB%6c%~U?Wem>$Xavd-5!PvyNBhcT?9RI!4%iZXr>e#ONcFW5C^QuP)?Ph2}Z8oZd224z_mRMok7 zjV`+D!)o&QQSQnr>OT1?l{$Arv%lrv8hLrR?F&|s0wC5R&*bT~$3Enij(2^O)4cS! z!2Gsd&#Hu??2dFU?`Ii**j&WSd_ByE@!`T1>1jN7N2h&JuI!{B(`MUs=P~qKw_M*? z8nON+Bn5g_bpP9$p-rBgy<0%vzB$>|xJ2sYkmGB5+q<{eAf3C{FHIQD9e?IOia&Xd crQX1pDz<%N6%=iXO#FPJhb8%s%RI3E0%_bl@&Et; literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif b/tests/data/seasonet/snow/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif new file mode 100644 index 0000000000000000000000000000000000000000..5da046a16f2a0fb584c3272ebc04e53da5ca68a8 GIT binary patch literal 9544 zcmZvgRZtwv*0pEQ!3KACclW{F-7Q#f2<{Txf(7^B?hs@M5Zo=ey9Fl+^5;G0{i@Ez z-(9=b(`)ap?%tQJpuhwG0RR9D000OJ0RAPPzXALohWVHOse=8N)dv6ogn#*;J(xf^ z0L))q`Wv|a6byjuFWdZciN8Y}2LSkp4gf^_T@T>?*8>1(ApfQR)Bp4T{|Z&0k@zRW zVWIsW{fB}7=?o$O0QX=1`;`B9FmR1gc>m-TM{>~oE z8l-id^KTuia2{LZdv=9TS%a4ciT4@#J`MADd~BD7T+$eN6$$)(yCbQ|^&tXxFmq_H zN*^R}Kqe5@=q$y;O{WyXo?#}Us-!M_>E39&b_Yxgu=#dK$fKdIf`lEdQ{x{|bfz7n zl+VxUx^TlV>bq7e<#pJ~2w!aq>1hGVl_}84&-p;eK*9|ws$E};1ZeAp!-+6%!SfI= zmT>=9;0UP7d9*?VwrhVEf2!d5mwL`MPVrV>YNP{QRt0MJBx66ElQR}f3wvGebI|fq zi><N`LCrOPsdP`{ATsM5&~fh6aCj0uK>bAAtHltaYI-eGpm`8MG9ZU@@U)q=0E_c!5{@d z%K3|({PX95<$h1b^@$}*`U;b3vQ%cft5 z)*P<@%$JE_ODhS8tBVJ*usoPYhy5E0S#)ncDz9go+&bkqXbPR@skWt-Qin&}!MzA? zgu#LOUS4Zy$gV2Sol=c&Iu)byr9oP$|f4-W#ycpfUHR>y%s--x|ID_hshHiv!-6x_fhB^XXvlD#t(tbX{!k= zf{x{cSsWgOgsVwSger&$xT|q+Vu5D|@Hv1nxKdMz1>*vLC?i*az^vmjz^F3a2xGT! z&NR5T(6%nl7UCi?=f+@f=<3=8uw2<8MO%6d9izVblfR*|Jps%RotV1kilkQayE`m8 z?rka1F5fO{s`oDFp3rUI5NkTO>SyC7e|r?+FOA8k71Sh)gJBPWmm8b7#tPDSzR?DL zjEX{=Ud!*B%!p7_3SoTKmNduiqZLAJ@>^)q{f)KP1qfIev7fs3x8gk!wDPF7YN2{$ zSBbVGsaUQD!B%Pc8)?>Fpg3&2k<#lU93-!iqB5i!sOW0KqCk^%!tj!6Fthj)acS2d ziy}YfTX|54Cx7drP08KbwYNwi3Il;EZxqC1Yz(tyd9yGaAu?*4YEkDV#jAU1 z3Tz@6))XE)Xjebi;MIAUL)q?Xm?tL3h?(H;2dMpBfK*$ycXK1rFT1RWFyq1~s5gku z^!paMlY=Kj0=OfX{?AKmi{gAFaQj(wk?d4Hfm@Ik7dk_8zF?~nTTL`fx#pj3^cAo& zz!Y~%pAg13-(PDK$21=HTLa|q=xNXAaPNd<^chNjViur%QkL=aDwsNtt{^6J&z#m znViQsIPY4|)d-tZq(0*)it6fo<=5fhD{2noW<{0_!YwHDDYp#?qS1+}twSP^VJh~}70cGFyy97{{n8!%4|_wkDtnoi9((o1p_ue)kzUyF~-_hj!ip*foSOgmoSD{n+cy z+#~!%W&*;zS7ltzW+FaT(uGBG?^3Xak%C5^Pk+~bQdR1-`fkXL&Xch@$ay5CHAL1PD$tnMS=2t zt4AZ0tCUM~qrVvboO%t1_#ffkd~RT&(`;n|P{hPxZsF-6%Orcqd;*&F$@`nn_uW;m zH1%LTzY8#1`Rz4&LE-x89_cIvoJ;}`+dArWKn$2{Bp{;ZO!m#}uaNei{WjR*v4PFq zdl8T#m6G@nf=y3)=$u(*v&8ZwPQZ}Sz8Z^7YaR6wO&bcbV7X&1c||brZR7XNH<^hZ zI}nb=2DD*mt;3PQZt{7utB{?m2=3R)UBg%?Qvs*QVV5XJDCBS5M#_tOEp_(~!Aid8 zx;_c(GHvcx+hq~bs0PDYK*m~GkM5(MTFDD2f*8jaM;*Yy@?Ef}%MoT6UNQh1p(N9Q zh%l+FrtM3%Zokn%PEUiJWzmT)QK)p@1lq{CunSR4jgUF`M-Eh#_IBFANr!=V!#;sX zKG|HDYY=y8xoLh;GRZxZaG=+{_QGX0(jT`%m6_1Sar}`&KZbpBd9$&Ej~1#(N;I7{ z6pS0-mG_BGRZ?Y@GD-83b@yJhTL`$hYx(Q%J_X)ObV~lneJ%g<`#Pcy)Qn7^fiFi%-mY>IE5{s%Yj%>{#!g#TFf38#iR(Gl_l?DQ z`F|=0g=Wg#5Xj_-(U=Pr+WbNE;58b-FXZW$&f$Z&so&Wpccg!2p1Ma`Sfv&YKDN-P znH+Yya3a#^Pm-ZShr-Dub6Fe8L>k-#PLMg-e+dq1Av_>z#Q&O^jZ&!o*pJc$pS_%2Rn$ z{1&RNGRmmuTdrVk*3!4O8fe@dT#sbkjeKCJJTQ*U>%cclX%+GuQvPS$vXjIx>+<(^ zY3kFopt&}C4FC><7(CucQkXgihF~+COd4#wzGTAg%l2ty{D%tKp1fb7TwkR(OLSd~ zk>!|J{Q}dT;CE})DrZO zed2~G6K1F@z7x2lkT#IZwbZHm>yT3b`w^gxs7kx*#<6A- z>5D+n=br^Yg3uW8!frFq_6VHZB@|Dm4+-w0Sz{TdWc_Ud-HlV5BT+%+q1qYPs+oNI zjoeHlp)$4qjn)b2OEYRp9wuIrjp>)0g|5+G4)ZdwXxN6!a&AQxrYeE_{veqmWzF zmI}S8A^ap%9`a=NONGWbo1_rTXz{Si#t@n@jWbN@8?0R`DXsY~eWZ5NyGf?00V|YI z3AUVNkcgdpCU~@{s6PCg^a?f<&o;1TaC#Cl)2(j$sBFC*hVN&EFIk6mNvbXn z2oMIB%bZL~0dR$NK~?yf8j~jrXY{S^_*@M0cN3FC*^V%rV&lJAQgu}roTCeC9@jWI zPv+IjPV2=aUPLW_f+339d_Sb5v0i;RH-_#?Xp)PTK|&@)74n^K_uC$JeRfe-<4BKU zwSmi0@w>X6-=1+^>(W1L2g$3t#4skY&gj0jR(-G|noG|Ag~+OS4^%`}S4Tzho^mM7 zknt^oKLkNDa?*=+YghLhWXNc-2#@in#0?qvubVNC(cgUndn>^R;;RLd^CC=ja7gx6 zXQ_cy3ly$8w#mJ`aI2!jkx|D(4uW!TOm{ZlKE1|J3A#p~8X!KDL0oPh+|=$9-mheK}-xFo>VaL!&L4XFW>^M!}wF>-k1NP}w%*4wpsa3ly%S%kIW$0JYn z<)uKnSpp6v%*MNUfeJg4PfA}f&;6^IU`s`PXYlvw4Xvqpxfn;8?Ea{Y7;X8<+2VL+ zzH5NNYH+|~5YOt%C;B28!P#;zX+j4E37kj;2ZMf?98s@y@0X~I`Dg6?nO-(>_`_2p z@+RY9*vp&AJyV>63J$O!O?naoFuu_`yIFi!`9zO#54*In!UW{qw_xQ4TDInhAHz5M zVLuYW1%w_8u17klvjK-N(F8)-CuJ$f5*G?|lxH&diW3CRg70&G9SWX+e5yopX``0K z0e?#CVJs{TBga%ZZtVo{2AGV2V3tn#OVW{nT zb)L7(1=|o4*iq+j%I1Gpvp(Z3n*VfV*(bS~zzCO9KEALOSVNhz2A25Hz4s2oNuc3E zvFzp7kiCi59oh~(Lu-?bQAH6m`)Tj=mi6M*5XBXpRaFRzA#R8pV<=2k%z-h#+0r!1 z%mi!+?ZC^zC7-BPF)w{Ql{8NO=!Xaxeu*qpb$Fd<0KU7|#3gM|=4olJk81~B`bzB% z(lZd~*dzCNEv!UFy?sOXX1ZrB4ww>gz6tuHsOZWiU_M5BO}RSVkYkPvQ;)G|aj;7S z)jaioYMI~`!+sV`O+5#iN6h(|Qz+Fq?C&@=A@kf*9l^z01?N&y2e3s4WUIuU-?Kw{ zj^Ccmle{oAgOqMy9u+k$&)-2C5i) zVZZHZP0X(?4yC8V5b)d-;P8I>8E3w+fnjy?EU`*k@ZuH{Ba^-B?AvFEX|&=eYH;ey zF7JjV-yaOB?!!2OaofF7xRvfu|6KlacBY+HTm1cbZ(}l;ZCnymx(19v^LNMN4tsVj zyOQ3kU%8{rr!OIjP)=25HkX&zMbo*UNp@driM@Kurgt0zM&+^*BpSAWI6 zg;u9$KggAx8Le-njoJbS}8}!n7LG1$_jr$BZmK^(fb$29@u-dJR7w zt9OQi&*SPgUvX6oT2?~TO|+s+`#5-6HXd~xZ_z?TFTLfMMEaE!2Wh-B#GQQGYi zmPq4wd>O5OzYh=m0bL)5L=h;yBa&i=ufndv{(w#H_Y9gZE;7^S8B;JBK z@-9=W?g%jTh&8hLPyhC}io!1%@A)5~1{3I3MNJ<*9vX3kk8q`Nl-FzM5Ocp*fRN?w z=b~dTOSleLPyhEl}%C^MEx)@1UrVKZF1*5;r+q=~00|#V}VYGYINBv8SP} zqP}zq1x>G8*p1tu=duREYD5|9OetAh1qP-?vPIQ#1kPoRv^D}E#frANh882c<&H6A zrc?Gk8r;hU z$LR4ncq|*_`1>F+UuH~-nKv5!Uz$Vcy^C|AdfL1*lXOiaHoqRkCJ0E@HLmI?`E%5f zpBrCkR8-h=U$Rm zXEu~Pre935Ml1kCqTO#I?2lSet1IRUx6^DyjTjbX%#!(u!T{9K{#k;G zNExxb0u>V^Um2WDh%_#D!nmS$T7hGeM{YR>TiAw8D0!CV=pw+(9NjX z^#DN2Y*-CXi^Ru7niauki8JHWQo9g;KbD&`wJA%WJP0=n&H^FF`P3{(M?(#he`PQ? zotL=s@2;+dvr#RVcAU2x_L`D{3Egr#QufERo@~k z8fCTJr;W(LZ{a2OqW23RclNPJ!YkA-7%R>he4A@^Y1*xGW}r8ahAv}X;27w@0s}uH z-%^0dd5>>lWFK&I_(P+b9=BU~!r)G;ck0#|t$_(@i6jD++g@9g0XmOSjfwwynIc)& z#Z3?fTx%=w_;*-PVx9!ItFb>}?RrX_{$V=Ii>yQ$;njEH?|?%shCe05$qj3qirXFj zj_G@#fD4GEGxGfIy$oAC*r(2sj7X+#?24g8F#PEf)a8JzDV_0p1Yg>a+#7pSX98w9 z%+|!z!(RYqEovKtOp7~^ zP^Vk_P81uaRKl#!{Nm(yOW3Lo;RtX3^VT%F4iy8w<;#`dZ@pnPRCS+!WXxY14XYhF zqCI^;>^nlNg^(E7Q0SDggIFtRHxgIg+TqSKZMG8bKb)gxPAK9_^(~5U1O+4TdB^Bb z(DF&xY*O1$aPVyp?H=^0z=q!Q_V4o)@{GgDAt65f1{+upofQdoaD989kosQn!Nlyb zy87<qmI$-_fXiH$30y4cU&+#+)(Bx{gVnUnaVp#I)G~&4}YG| ziO2jqdc-cZ57DY&4fMIIbaa$lgPC^AYr znf(@E%?`=2x4!Oxu6TZ_5PH67Jt#~9HNOm|^-#``vyqwaD6uXL=jyR=ck*5R(l0&* ztI--YsRJlCy`7B*-poqqRnXvQL!$8|epfc)+DmtJ+0f(BhI@TV+5%%47J0x{18{FA zSPphr1nBa4+L?BI3R*SeCAzM5*rfyuYz$T##DgQO>)Q}JK7m=cMdB3fsrJ!gQ$i_j zsv9p4h~evCE3m-hmuybHS7vzo9j|ktrb3=Q+P_bp#$q@tYkpV+ z-0Q&vk76Tb1_4pi64W+klhAn%;6s<>4Ob8V2KHm^7z*{`-L1?~iz9p&wZG#%v%$=m z0b~98Y!+@8h7(VIJNR)5{Vk=jMp@oRbR37x>Sey~z^k=Py?M7U?*l!%ebw8~1B5z! zyaE?`NMdScgug$y4Gx7toNF2xwE10{772RW<767aD{=MHh*fq0ggztD^GQ<)0*K%m zsq@OtmMfEiUBfkV%W<=cS_;nXLIWM%?WQa=xHyF}10rVG--I-YdhzmSlM}M>ANlgK zY-8);vt{!s(cG5vQknE)KJ)}G4^X13LJQo)w#PQb^o1N)n2*nu_jJnHqR4KKLwH;> zX0vZS1(u}93=`0+dL@YrGsVA+@7%iyZJnt7jB%?~gBGNRgy1nq(SF8|mxO%in@tH( zBkXQ26-!bPp$@HKhib9--?e+W<`Nz|GT+AX+2tH@cG)JvYAB&5>#X=C+aVu+rCd0MKFZ8`sqcmdG<}!(G-3f94Hkd#~hAcBCDD+ags`W!IzFI z4aK1d>ZI}`D9jrybjAS>oF-cGXO`xc!D)AxrS?#OQ`ElTx?ZhIc6+ymuZB>)eG0w8 zb)R&|j#5#s?a?hvY}*|1Ea-hPJPVGK8v?MpEfNz1vqD4L+&ybdMUljVJHT;{o-A~6ySkD)#L-QY+pd1Fv-ZqDI!dPG@VKZ#1bw1x#iJ02ZEzsq-1K6|z6`Rw z`w9<#KmW(4(+$B&2Pc`&#Gx~;I6dCUYMRUZg4_nC0LkbzyN`PURFoW zFk>bmTWhrVYY*q>n)`t7e*?=JXGbUMwWl zWhtS~83Y(|EDrZx0fm>BzBLUefoJgVO~+38Ax5y?17z-F z2IA>GUMMAr6-=as%ed|jvg<kehJN_2+~k}@(2o*| zuf$)FN6lKH&E=n|ctKPYLrdf8%of#EQB8LVOxsoa)j!u2rFi!{UZ}BgGR#=Zqd!?; z4IbTy(&I7M^gFi@Ci5kjX!e*V?UWPh^EhOwr}OjRcKO^vnphpvVK75bTp zKF&B1-xR&*_(k-1>7$10pA3XR-d+#9r|9uVWk`!*8Zs;em*zW6VXxcVi)d3AOcU~; zXdnOJ0(SNm+uW`E-Z-WxPnwy(B}(<^ zBlWP*vkA1D!56JFts`(2iAy{*kI870BP@jfLOhOG7OvNfRNzjhdU7}$$3)A)xTEac z#42GS;qk|ofjA>tcM!n=Y3yUzi!_v|QJGm2u7hNP7>76<$l-d%kjnGmMdKw1(bf~9+)(TE8N%^GflurOboGkKf)x>dEB+Yx=;@#-Cwr0$yfU5{C#_a#84 znOa4I_r@zH!qE`Yc{}AM7z8BIDbxK1%Efb2WEdOKvR5Dq{S8GJrvNre7Ws(n-=hh=7UsgbaESWYD-3ALZGEsu%# z@=fWm6(wX_hKW$u;C+(s*M$JeK6D*(-ta(<-}+-h)Rf{C7!CkQ&7QbcNOm(17Bnwq z+)H^1rasON8j#M1_1))dL`dKpHv5TQ-hg)9;R-T|wQp*{}vv@4Z}hQO~bLbGFsM%6uy*WPntLgf(Qkd|rKE%5kCj_vwzs z{Y9kai{BN_akJD8#N3ceDTpciOtVOd`!+_KWkqcOuR=5m8qb69B)Uh~ZdguUyRCwN z=Yj~e&S~p~i*i`DhG%J(i(LQ! literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/splits.zip b/tests/data/seasonet/splits.zip new file mode 100644 index 0000000000000000000000000000000000000000..dbd10acd67d0935f99ae8368447e3735f41ada44 GIT binary patch literal 496 zcmWIWW@Zs#0D-AfkA;C5P=Xyu7Z>DYmK5s;KoxN?=ro-O+nLB0CI*xQX%j#wDk)0L z%+pIQE;D{$^u*|q(KDlmMo*0%8$I9jVAB&O2Ha-wBbkv}Ttbc!dK g{0svN8rJ}sP|eT~2=HcQ1Ie=h;Ts_R4#Z&q0L@HwN&o-= literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/splits/test.csv b/tests/data/seasonet/splits/test.csv new file mode 100644 index 00000000000..8b1acc12b63 --- /dev/null +++ b/tests/data/seasonet/splits/test.csv @@ -0,0 +1,10 @@ +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 diff --git a/tests/data/seasonet/splits/train.csv b/tests/data/seasonet/splits/train.csv new file mode 100644 index 00000000000..8b1acc12b63 --- /dev/null +++ b/tests/data/seasonet/splits/train.csv @@ -0,0 +1,10 @@ +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 diff --git a/tests/data/seasonet/splits/val.csv b/tests/data/seasonet/splits/val.csv new file mode 100644 index 00000000000..8b1acc12b63 --- /dev/null +++ b/tests/data/seasonet/splits/val.csv @@ -0,0 +1,10 @@ +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 diff --git a/tests/data/seasonet/spring.zip b/tests/data/seasonet/spring.zip new file mode 100644 index 0000000000000000000000000000000000000000..6a1cd0535c2b1393f04871a54d4aba89fa559163 GIT binary patch literal 345232 zcmbTcW2`Vr5TpQk>WA08iyU8XynM^0$)#*HWD^))#l};&0 z1B0Ld{9lVEXhQ9OUjFX`{6FjL;AClMPOtF)3&H-skhznk3FH4h%JjcL+5W$(%uK4X zqWVk>j2sLsj2tSA3@i*xjQXt1`kYK0EKIEW?E0(>%pB}&|Boib{|qM|6aq$684zIn zzist@togs|T%VD_R$ob6h|a~*ET+@gg-r47=4+(QmiuD;vcPz&Et$N{w%oYec{;S_S=j$Y{`!&P(*Q!pdyQ*&$Lt82e4dB0|DgXc=FaS*OKfaSE{6!1?F|PCL ze~~x*O`?JU08IQH{6T<%-~hbMAN=VWe9QmlW6u2d_T2D$mY3^4^w)3p@kg)rIbIO( zm-hI_lYXTS%n0%8-#ow%2NMP^@N3-auY(N+M({gc_}9S)gCg)AA1?UI9sk|`@2da& zFW%xFFd*1JIs30o8wmu!>=__H5g(v{9vi^o4gdh_&)0928bBci7HHxG1n}Gar+p&y zcklO4w^!+S=+Dti81>+f{OeBdzZl;AF^~OmPbHikGg)%d)z!{MntD|!L>`9oDvMZt zx~5x0qB~Ox-IwUzC#72ysrZfFbR}J+8axJUdA=GKw#Vi1r0~ipR1M>9@6h^;+d;yL z!mj8Zc9zJs-H1J-wbDH5xZvO4=N{$xQc0?FQt41PF%e^D?6lnO&nb5d5SZ|8q4{He z_!7N4m~M&jztkLfsV?}Nz^g7z8?nRjSc`)p(|NJHE_18EqZHMpRKZ8Z4a~0;If!g2 z=jEE#U=6vjk}jrW!R8n|3j0h7CM}l=BD&`m=p>u>n=O{FV=vz#?}<@Sg+n5JPVV)Q zcwvnHJt|<4#SgZEB*{2l^fJ6>Q=v)W=7o6FjDc0I;uKJq)}FgMyzDNVV0ym=KK()+ zff&%M^{z_(FlGj{lDyvqR32;Wa!;y9Dh<={8>1c0@+;=nvettKCC} zZFZKMmrn(32XCM;;vh}Yey37yvneh4#^qH4|1lA=HxT$k6UaphEH)0lX^?csrLg3? zL#)j?vVfNA0Dmu!K?2pM$b1DOZc$tSPu*B`;3V_h*PlCjIP?b0qhy`j`+c(W-i%sz zMe2Ji-?4*`DSibOC8UHmAuqV$h$PCOBTBw2GII_;uJ_g0&NhB$EspNyZ54f0Jp{yL z1ANO4#YA$SMvna)M)W*E)D4>;dnhK)N5&=8wKVGIKo!on-Eud z_Z%9eDWm=|B(HmuSf=dZy5uU(0-M{?XLu_#4JWrB9P@&eUROfu&BD0+;Xi(C`35DY z$&>7Qah6Q(^{zV}JKB2iP7Y^BY=(cS+E*$CxZPyd_c_w+hIK-V``r?r7Mg+K$eGzCB>fOX_QhqS z2uUxzzT(tZnronB@Qn=w0UtGPa_lv(vd&ogMBx%SpNL@$ek4q> z>R*mPadiY39|TXcJZ5f#gil6}X+Bp2!mU1c%~IpuI@)s;>c@aETL-Q|9aMUri6gzR z#0VY0ZpMocC6Hr_z)MaH>)So;7(hF}ae!b1NYOlM!6N!c96=&QE)NINA%WSz`H4H|5j zWs`mOos;!vw^Y&s?+>E5=O!k)B_5Kac}rqTHtAmFb18(}nrTDbY}lAa{8!`?<6*ds zArPzuDZ)7jlBKqJ@)FUE+wlBWwUiR&K!;>!5;PLsP|c*ucz`!Kpy#b?NQA=9+hXeRW_$% zF>XjhaF0AYs~ABr7eQ`AjCmZ&%99=ZwDpM%1pfFrOYlsu*v#@6RYVhW?)Jj>3nwmI zU8Pz={#YkZxSjbY1~`<-!N$LpwbA7!{Vf%wf8}iLYdvLcFGwfoA#@^4X)>&qX!K<^7$rvk=0 z{v+c!b`Guy!r0yTBdY>e8J8X^a4Cm9N5wc4tU$AdB~=tcmXZe(O{7FgkHn2WCXwt{ zF02;7RfcH2B}3}@rr_DXa?^DT2lZ-CU)L~#3Rp@}QwogFj!qNn8y>5MCqcu<`f ztiD%R{R5kBZ!Te%`O<#IRC8Cj#hBZ2BdpBXD4yLiN0Sq$Gv^)wDlYq&c?87PNCBd2 zavwRDW$ElJqUE>R`6D-DZ1O;S8c-h`4^SSHF7ui$DM1|QyMLndu!oGVKH=!B(6l*@ zCf`FoBnF<@|CnEvuwOm6uu>*$iQ3Jv<#YYz76Rg8LvioFB5Xb4=8Tz=q^m}<=$+-4 z3i}0uT#`gAFCPh&;Q3OXxVZTj)>4iH>ndp$(^0b{;D*nEhn|NcVGVSl-R)Dd`oB&6wpg(|UT!OGP zTM@&ConB+&O28-_vp=xA$9&cA^!ZM2jRwDc-(SXA}=?edMeDE19%{#Eh)~L^XCwPY#DpLa+kiU$lL52dW-fj?d zIu$5AkS9vjMZUid4h!x*LK&#hOo^n5!fsX2s!x`2Px`UZyIP}HevDhsPx=;R76lbg zrh=~I++DEX(cvW3@oRZE#3svx3KDdX@Zl|ZIf!P;$T*8|IYR9O>94FXdkHv5uuL z=OE@|rnBHeG;%2?ut-s&?<8v*9765Od4U|H$A4RH0C6ITj~x!NyukkZ)()BJy--0j z7xlFuD%Nr_PF#7QCQs3LPzZvpP&h5K5Bk^eRYDxgy8L#$x`7*%yqzhr>ZHb*xwKj&*C77mEL6txQtxyLR-<__W4OFAkm zp(Ohq<)ckI>zp$!?#=1RPb;iY(@1%3x7IUbRxw>2`U|=%-sm82Gben3a_Z-(f01Sw zh*3bqP%M*0z)$}%TIS@PcFZJ+B63ZjM9(J!9LUY^`kj8rwhESc&%6qXI9bhXGe(Il zIQyGo{pU}Nl>UgGEeKsRm&PTvpQJ69kPMc*SwgUx~XIrd{q|0veD%flP*(8b(hbO*R>V3SVWg- zv_jH?)%a>{MOka^#tnW?(*mi@m&)=)u;@UCva;pPNGXl`^uW{m+5 z?a7pcSHGDFCWdqy-*T-M6b9ra6ulD0ANYw@3Q6{BG=Y(XUP})@8$8!IRXOr`7ahxb zwAjivUr`rF4k&2?f}PS%4jibp#->Dr&S=a2;3czi)}A#Kg2$*zf5GorHDbQDR&p5{(0gO%3c}j+f<9&FNr$n-Zhzw?Pv{%5E zoDe!jk+mee%T!Z}n7uHI-+iA1oNyB)$TKW(1IvuN%U7)oKcld2&ZW7c(sUwUpo?uY z25>H`@o(pD^yCST_`RG z%s;9JJ2Sw*Tm-G=)%P~?`Pv_yAj&zRaYqx}enN#@P4qiNgl zd?yz|qqh$w7+nm##I_QTrH#e(-s>5Mh?IJNNm8I?K0!Lh|hG@}1BptZDVFM5Q z&1NXE9hKiFSn$OphYv|@#o+IpY)eyKKA&7`4pIZ4^cc9qtKzP}I*a4jz`kPuD}tmx zpdIY~9&+tQ3NFdk%jQFJAQ&qnwQl~`B6&=Tz?nlV4=!LEx#|*msgrh?!cISd!HV=0 zIw&hfal^9LAiCO#t0?;;yujvnS?b%Pf)BeZ{1{kw%Z#$^uYr!hm-kz^cXnK-lQi(J z$-1D3E#wrTzm3b`N6L@~b9C*NsuyF9wfx#J6HccDW?SaC^lLhTKS+o?P$PA8i}yF? zeE1srFUV5EwI{>eYReGw_)zC45X`u@b3&P!u$LZPF*&76FCLFv8ediUEQl7|&cUXR zHL346Tm5Q90L>EjP^DrL+a7d*&Ce;^ttmn6)UgF&TcIEzpTBDKiund!FtuQ8Fk5CM z7+mrmec&$Q+dXG`%!QPhlJi(dO|wC2(gwL5w}#1@OmQ37rJ!zj zYScAc4z>I~07*Z*@?=`9nJjjxdzPHVW911#V@DQ9_bc%c{&fmMAU4;O0*Rz`pmLl* zE((h}huH?ogkBmE)X({;wd1KEGQ-ye95L3IT7p#;nAHKvEWI#l z_c+JSYWf^nB^jMq)?_I7sQ&AC3_i&we7?J1&|&QnJK2vCot&@lB4pV!5$bBU{82DQ zU<0H3=Fnh@6*MPpc|tU>NHXasPlLd!+k>u@o-5qzOr>2u;WNz0)6_jzHtih1S|L8 zt~SCFmUvu*uF-0i`@v!Jxqy3nKEWnci&NI3{f1kUzo-79CXy@1P4`E^jz zDLM%=JWWpr+i}6Yx2V>a!gxHd>#5`6p)suFL(C0yUgfO|O-Q^ZB9X=Fqha{I9kqqI zxB2DnG^nCVuZ0ZBLZ;ZZ3#Crs34-yc!+-FgXxcM>XCs2+f=Q&bRirb!%&YjU-EvHS zv8+}vR5EpP;$t{d@GHiToTVH)^=H4+At;=JO?(*dapDc5q2v)t?nQ%3A3_5T#Vy_x;;ROpyKCD&z9eee~@M|l4Q(A_AakU=r zM4l?=VLO6l(Mz3~E!X`@T@6l`+R{qX2bD7rH|RrOC8wx1>idL|^O*w@S?Nb_erf^E zbn89@VmV<*`^||cbLJ-BxP2mZtATiKB$(Yg`cS>w{u%^BDv0y!rhz)JHGNIU$UBIr zmp)c9MvlDA^AcCKL)@_JwT(Vae;Sr(FOx7R2N;p z;YtHb*Nsxc(U+!T?3>fe0P_)&Yym~I3R$UIC8S9DU964koOqH)tc!uYy&6Xcg^O0c zD28@UfW^Kub?l=Wr(`b0<9O_{_3~3AALCio(m=K(b{)R8BbFAO)SZhFQSFWvC{dfg zc(S$hZLO)5{7UVKPn|*$gi2dY=UDGq5%uh2dFZQ2>xrVrPaV0;Bm)M0%5rdZ1!S1z zr9H?4fW~#qNmFz|(_{8s$wS*Qq&oYcJ1I}(f%l_lh@|IYK3+9W)8n10^Qb2{S9E zbgqtdM|OsF*jn`r?@(3#9*I*IXYo4nHFt9MhqZbd|<(^CHufjpiz61R(q( zbaOQ}Agv5Q9s4%vl08C!<&L)fB?eU8f%omCfp7GyCNyfuq5iT)dGrxQa&qI*LvvLO zlWFG~b{)mT=ibqXy6eh~S~%1p+mGQJ(W%&rK3YEY0qcj)5K&FIB|EQ(O`Y(luUz81 z7o97_(O#W`fDr%K>J?%hnQ*w2g94pX%tYx(1x7#$f&7l)QH0w|$IS2#OB;dpwQG(E z*OL!TirZtd+qh%4x1}zh3jDU|JfLJ+Ib`m%lZbv~lsW+QF|5s=Q|H zZhpGbOsoYj7S)DNN%JgoxGqbU&`cW}V%|wC!ZjQ87emCuRfAZ(#7iOv1QQs)jg@LDp&tD}W!Xgo~E`(K}DJbCuZy3p|HS2y_@5TLFC{-@* z9+Kj-I-G2$?WDi;+a;q&Ub%I_ngLb|#jY*S*3V3_?x3($xl|>J8RX*l^phiEv=k$r zLCUN`VP>xMpgfqaXw22*c7l+SCbXu7PTM26I#h;R9R$_%|M6PS`(ADz1AofrOg!zoFZ=TZ_+|WRbJNLlVpbd z%xKRRq{ytIIHqR*M(`IbcWn}Y@;F+4yp)eIfyHtms+t_e%tJ+N z#u?`@BV^UQwm*44BQ(EM)TiSUAJ#g802Cf6G}ob4f9QRcHF`L=)XgnnO5V8#4C>cgv2RxZPPjS^y@pV#!-mGf^?lo~#X~;MF^P!H#C}Xk z)@5hi#Yg&*Dm!O|pi^XRz4sOpHw01v{W2tzutoUvJE5To6ptb>xksw##KO*XvJGf7 zTL^YP?Ie^Rr^uYACgc3GwCBb8@rbX#f;|TzsE*cRKlL5CS{;Q{WSnTo)${O7AM->9 zr*hGGK4Lr?2~GY+)hWM*08RHxQk4}G?#&YJrLxzVFh#-lPB)XvZd1taT({?bXBKX4m5uQ+e+2~9qx+EvWk zry%rw0n2UkG2=7bO}{s@Z#*ch{pMjkdN}hG>_GGijt*H7H(`k$IGf%mO<$9TGEs+i zbB9aYh}*qPr{0T5VdR?H5-=a5jnz#&Gep;i-zjFO*W%{giMDY!q9!kXB?f;2Rp?-H zlc5Q&^l5D(10)EHB>vC2nJ76>E-xh;dRkKAG~Q{t$aK+uTxR4hyewo4 zF28$4Ye8u;>bpdM`W*`&t{PdxLPFG8grDtOh}Q0t5Hm7%I2Rspi>Ayc2yho~7wv=q zd<_*hG~h7AM1#YO5nVV7c%BUDzp{-Al8uT;O}(5-?5PXHVqVegAa->pxvWUw@{(@7 z+yXqijS_l4Bpe7r+2TNf+m#AbT4LP*4NdEHaH zC7)qpj!4yWA*PLzu>Um;a^si??34>2Sf!4Q*Xm9($~yQJyU^!c6dGw5k!LC;hHcj4tVi zKK4t9MA~n&5?q?jCrEMVQ7|TXqY5ry_2EU+3y0y$Ogl-=>8^H`Nb9@AvcXH88ZXRk z@2DT7rbWI}Or9SO(UlHtCTA<4!6YLa#c6?IF>x6Sy0~gDG zUNnxt(SI{i_Qcs4R+eD3iobm-#--1gv_CWO>91o=n+gfUs7>{rt7Jp3_=0X;{Mc{^ z412I^W`A$=p8V+Fq3ysJsCiH%AP39IfUTMmK@hj_Z+a3`_us}np&^@e zJJ(MhQ^s9Va66me1xF>YG7~u017r13m0=rmDau)y0K1PN0$#jFV4OOZikFZ&e&3kb{(;h31)4LRlV`~WW*l(kBx91SZ=L@>L?CFlu_$+4M|yz)(js*f6jJ!&os zHjCD^0foVVq*uN*^|*#taC70`wef0y`y+;y@w5o^#mc4Pu4G^lxLoVenH+`vkIIzjdZBLs1-~1pu&d9jowdV}omdxUmph$nOMx~L5*f}A=vIzEHsdq-Cj-_9P z+d7ss=k~;`<|aDmQKWNHEqCT*=!ZocP&2K@Lpk{(@e8Khmd5hgk9v?spjcN~RVg2sRPjB17~^X|K3@Vd4clW@7LUp!FCUgnEV05^dRnBOY)49i+zrEl&BOaJ z`_F`E)44ge<<^xXl$f=;ywX~@fq(VX>1ykc0rx(E)n#nC3MUVwXpMW56B?)~zPdmz zxs3vyuz-4rp-@2dN;QQ!v4s2NU4+CHU-d$U)28Gv_(~|sEln!3KTDGTQD8XE{5Znj5i{_g%7O#X>Q+eL8aKN-~9$G5^K*4 zWG(Lxiu2znV)(vS;L{S+=}fFhnN7#B@^c#TLKt6l8c8{H%gs0;^K=VZ-F2*ycCoT- z?k(NkKOtqJ=N+^|{a&&_HIvSWw4(=fAm@M;-c_2{y?Q{i@KBW2PeFtj8pF8JNmNt4 zPTK+9Bg6Fmn8gP-BD%qsKd5RHq1UPDgyWN8aAdxOXRa-NPJEU%;3JIh@*R>vy{ z5teEqs09R-JO#O97wCF88>158pX#vrJdg0i6>6Ld3|NKUHz2UC8ivOjesrl$MZG|_ zQ1|B?u=@Ec=*5^(aYBUTtrXjZ>!_vd4y!zdLVngZ7EO8*>by7A=Ztm^z2rw#!olgp ze+poLU2$miHF$00P{(R=cPLsMXx^fgEK&EyN@{#Np4Y){QbOpM>L3}q#{`B~{_gAI zk*s(G(Ae<_=@e5WghM3A!-6gdxg0S4*+!*>xOL6kf2A3c(xfruh+uAK}0-On5D?Q(EsGEccM{f(6nXL9% zPE&WM`9{9EcQlKh7_6jp>y@DVseA~bF2@#SR`AY?s?aPEeDMv|563@O>oWu??sor9 zZxYwe^rI%$sZ2W#5%u`HfwWGFtCPnz+N)|`BcOK-7gsrb@$k^JpEAK|rQ?QZqfnrV zJ*M;hHyfx*4vc#^7H{EfS99i|T;K(mYTv}EU-ZV*e9 z=KBee8Y|#cwobe#AzmTNBP&$tlo!&?ooPKu8LB^*`L(vQP)CF>Y+qaec+c<-+Ibw~ zxo*G5WHys`_`W%wv6?3e{1YSQT9W7aq^%d!11|X?mk@Hu8%nUIKTU)OamS7OAA?u7 z6P+L;VBvyaRtp^3)~<1iy#J);q1Rod?7`3I7RgNaxkERdBHnllxm_R{G;*3>2G)vC zOb%MBrDqY7i=5q~T~DlMPB*p0v={fkT54Bo6;qZIXSZSaRXYB?p?~=DGygL~b(nlD zjG0wTEGqB^Nz@5Q^MJDPqJj{d$YJgd^IP4-mePl?&5m;_=L%JB{Y}6(&6&PVmz!T3 z>ZeC&-k36@=oZSbv7wyw5y(vS&RQo;K$25j9;84fSe-{`$Z(v^FG8;V(=Fu%5>#Xq zGhi4wG>2l19uwPZEwe;2f`QuH`U^kx^l`MmSEcs2?VIQ+p59I+freav(?00+gng+; zVU{75YL448>PHq8I+pjD=rU?7TiY5`L5X@eFc)L6Ma6gETdp0f4}?!9jq4oEQ= zYthq8ryJHEr4ZM;HToG)Lr(T8HM(C=OPn}lILuDHP~{!1l4D2re#_VG77%97xOtrH z88(v{(Hgs&!`X#+20KZWQ#oh|1|j>DVgeY9;|k&Uz`@}1Dv z91UMU!4Ti{` zar$z(i4rl<$S^@4_L5DQ@R1sXBF3$#;Pd0#7-l-7>6k1y7#y=4%_t>uhu8RRW=@3# zeYhn~ZuD{jkfpU$qqlZ6PS6kz&Nb?3dv#sG@YRbd9@4}nI+}G2OqB!!IVgOL+2Dy) zLHeBbUJfBTIWw|HV-apZ@A+-0={-FjBc3UI2sC<%GC~4DY9-Q(JN3cMl)M6puza2% zB13LUBSlG5hx=q9covX)XHI)3Z=oI7WDMS?1Dwu?87>ktmBO(IV}CSX34_WmQ)PaJ ziNUMl9*k2?N8x(|z?Qj}5ga`E#o$GeiIVpF`^dG5USNYQq$&cIFU1-e(Wd%2THA&o zJ0Y4AHD*~H*!YoZ!qagpeH6pjC-!#`u$4iG8*}hr%$c7XtA>VY?8GMvu;3y1O(Pf| zdpe2vrfjTe$r;#m1QH4vF$!NH z{Rv`OW2-~T0xNaJ&5)A-X7(Qd`>rkMpV%eL)@gMr=`91NYd(H><>8Gg?2a*&Z%9#r zcCcX8{WOTQ!f+@G;iT%==^&@^P78 z0nMKcE$AMq+GVA{$1UzJ+|6^QQXE_-nu~fnQvKI)*kc#}v5>iXLCI$vHy;t1%ZDA1 zFJrzD`j$(&-oiYYbZ$TphoX7Rxs9fP6JgjJhi7bkS2Z2h~lqS{$} zfkN}(^hdI!IK^z_CXeegXS`lIcVODjcp7QDuGLOE)23*8a&Ks-CGHwOXEyg`+YrN@ z)cX-LVXpy>Y!4RH=d+t?7F?@N;UH0iRa_nE5(C9z&8`m-EBWO3SFYF? z8;*{MWk@QAM*;jQSW`vf#R25inmV8@e(2snQOk_cUmxWu6ICG?SlP6cxUmbt*6H7r ziiTYjZUIl;Oh9y{JqVl7iesR25te^@Ca{>W{Yr}y!=jur>w+;7{jBmT8-WdhSc8gE zf0F@(Yq#L*@H9`S<=z<_;QwO-o<;pnR$gHYtV^ptqP=iyivgkkua9I*Zu?&kIbPNs z)WP9+8h=LsNR(L=xqh>OQy|s=b0-!1Z6teCV5v6uT|QY{I6yuDCaj94*?1)2I!D|? zTv~zX@^vj@epX|6g+~6}f(tw^G2>3?4+I-Lf~8It@_`Y}mdD$#OA5ZpyWc2-5xSkP zFoV(Rr%jAzg6Gggu+Cd_GXo3RFpFGu<1HZk6Z?czQ%vJ3HGM$=#*XZ{EW#^Y#~Bpx z>*co5qqXn_!)Zh?iOGz#+=$u^)rCS+AeB}wGK2?gfF9{WaxVO+NnLi(47Qn`eB zf-nwJO`w0R$Wo~r>(A(f%`rZ6Pz~HzN&FC@Lc8&W?uFsiIJ4R9+~r5HS3|ZnxHu>S zpSZ@j8n|!8H1c5IwIbLzYS4Iq?z7wS8m?9z+$9jH@JI=0Mza44kDeR8hJin4_C?_L zjCpiNlrVg0poe;fw0a6=lqJ&Cseh7Bm`7DZfoS!KKN_Pf3sAIr&p%?OgIGZP>~9K0SoD4DM~h#isR0}`S)mwNH!-h*7SQTF_4s}As%vgHd#8mQ$7}_V_q2d` z1f3r-sXIKly}X#)Ve_)p)J^=m)4!A-+{3HQY!}CSDw-Etzk#M(pWo8Q&1j*)Ri!P> zIyk3t2#)vzYk@dtc^YNm=WrAgo1tCeK8zq%{T|Y>OO5=GI+qzeUN5h<inkIt9y|E9Dh5BJXAh?FDOB z=%*{6TVyOR@!?3(DC(~*1hz{(1VkWsZ>$qt@$>g!Gl<*3K#t%G^u$^(RreM1ITvXI zxW{~;j++}ohoI7mr6*lB*zw56zE#36FKsoIKy@8~Dfn<1 z$v+?a7Eon|b)(D#2s+FsY59VP8{1^CU4|w(N+_8-MZhJ3R0+R1Nc0(&H0mXLtM+Wf z`z`#ES)b=90`#{nz9hTPlTc%&Uc67$0bsDd#gpjx>^4lZ!pX&!Pp=G>72lw^Wb|uI5Kb!va$Xmsl0VGNl~K-b@R!(HZ1)n z(jjs6mrArmBlV6z!^*9ClJ!0x2lkO5YGd>HdFLx|9P0JRI#*?QzwhINM1^L zdZRq96ED9+r6))ocRNY4#mn8UTR@VcCqM~|Yrf}z1TD|Qvf)C9Q!fp2{GFf1{gfYF z+2_6LddAe|Q+<|#o6Xgfbm7vw%2LU9JrlZZQy{l*!?Aa9R1P}*#^y;j@%=st3@7F z9*8eJX}8?4KFN+%sP*^Pr|QG$?|Hmk#$K$1VH%Y<7mlq*J>RI!oN!_=@$@Svm>H`w z49kL27N!*7vyj-ldsruGzey$4X4+>kdlCPr)!T!ms43qn4@%yeSykHk9)*dguvfWlzgek(OcRbEE&WCKx~+<7&6hi^ z?ylV&66lFP-hI6Hm>?REXmm`9c4R%iWfb-v-i(Zq%tRg71IU+~nJv~;VzO8=7144r zK@1?AP?PDs%^|}E--4`I2-I}(ntr#U-)+uASjJXY*{uU-7wyyiS7|h3IF2(P|F6Dz zc<*H?qrf??_#3qc;nDOUXa#BOPV?nqa+!794vRx0E#f1u5S<^l>CBmgdvoRZAaMwW z`1EhNd>lws|MlOxkPG#GD;9-edaXut4v&s=`JOOqyjlKaTLTuJj9~^#HpOweI?)}a^nLKvbn*KsW^q$-HQ6{(&{p5FUw3^AsgKnUM;u@lNK3dmfS`VinBUg*wV~{~x3hAu91bTHcuhx9WlHVoMyj zXp;Jd===Ez-5oV6mk1niMDVPilVhXY;dH3F6SFCsKK5N}iYkjymB{<|6#;vl^co@O zs#{@B=!p7y2uOY_ks8E`U0_yGM77}Eq@8}_V<;sc^7Y1UVD3bS$Hk>y;(D8dmCj@^ zLf{abFETLnG%t|uR6rA@SUs3hd0z4%lm@?9!-enwDRxvrBRK6nrcJxNh z@X8(fzF>eLtEuC$y+A+De8*U>48Mlx;q(m1iZA2QK$XrPaeWHvtqj z&fEPKY28Ff&uqxUvdm_RYn-g{(f!jPm9HG0lu;V9tnxyi&~5~_B_ZH0N`MZa#2u~+ zi0n!cg0p!j^yX*4Vp*H8m%$o%$u02!Vl0QIC^G(XTeJ*p%!_|1NJC5|;o)mqdPnQ> zfun%(Ao@3Z%(k|-a1QG}Me{vJ&?j52eJ@z?fi-{^b4)V_r??%)8?;fNhJj9T9YQi9 z7uXV%^$9k%(e`jv-G#aAzsO5tzvf@ZJufN|J|=(%EAA;rU5|!`?Kl@^L=hxlKn+)( zT84?ojjXmuiOKrxuXsr*!j_stbFG%4tu+K~ak)lzrV zn*gEar#A(sQ$j30W~fg+we9 zqC}F|s(g;cQeC+A7vur)OsD)IAd=lBYNkId3p^-yd-$pRase}O$nT^LX!tyT_F zc;_eJi&$22+_R$w35mT{)if4xyro#}4#Y1Vi^5dw^4#|`QNNX>#ERh!lvSLd@{-lJA8VHI` z7BWl;LCy|QvoT{z4|e{$vZ)8N(Bi}=a)WgfM^o^S&OiGPKo?d8H*A|~t3)q?{@!pk zNJqG+$BjQ2^*xLvdSapcr!d#(8y7|Tg#R~`hmEr0iFQJtuat;j1bV|TJ~~0%cHUkl zGK6R)0xV7mCY%O(4EY`VAG>8gGSs1}BOXL@Fe1EtYjM#rG;@Jk7Wu<(;UQSIo&xGV zDWLi_v6D`^mB3cbz#KWdVQuZ1asE}_G&b{sbu&dus`uY}W}o&Wd0s_bhCXg*W0 zbsny1_z9;k$YEXm(rXLG*hX-KafLy;)z#4vl&+&L5PTYd* z`1L1hPTqfxHtCOZQ|`fpu0H$U92w$=_QQ5O;7USIcfi8a8Z-1`U!0Jd4!Z{I!Pwm> z3^jH60n1QS2?C(GK{@3ZN~-V%wCzTHk}>RojnQ+RHy94Zp-Z(=k5pN`O5*M39(J-+ zV_uKI7Xb9`9#S;&QkG9NlfX~+Ir~@WBQ<(Ygu%^6 zOK0(lZT$c#C~Nl?qe&^C`6;iHRo$e_9@yQ~$l(>j!^4e>p`=euO_43k@4(0%?ld}Lf9bDS;D4J z!2*Z`3<|?`d*XQN&uK5x8^09dn%z@EkaEqwaVc)?dXHgPksmFidHG!1c9!q$odxtj zC4>Wo!X0pgp8}!ehln81bqM~^p3?@(Zf(j)B+W0B`mR`nK&Mw61qO@;L>=$Lr#w zE=Xm)E<;Fbw+HE(#Lv=eo{8mFh#vjquw;IIY5~E|!-qi-)j0_H{L*7H9Ts90s?qMm zABFPvG1Iq=g4dnw`-|2%&ldG|7X=t%h7&tpBHF|9hT^>4s??FD)F@Yy>uz*%FPMBN z*A&1Ir&jbTy^GJr@yx$q?qY!U#(!b^cuD_Al%ye9BWvcuR5g8W5~{61ek&bMV8Bo; zW88lGoNTio^D{@^A`@t4B<#Y&eAO5BxiQ*bOWoO)5Dh8M%~o)V3-B)^(3p=KqY@sn zDr)uICIX#%gn<2PX{f80=LI$h^81{^A9d12GrvhmD5VYBe6u=4HlwMb1x)7~C{O|E7{vsGnf1b=3O-GN?#WEaQcE2lyFNL-|fT9Q10bYr1 zVe^_HphJ$SjE9rA(`7)kox~U|RHMThTXAWRogPQMW&-1H+!P$sAZ=7T{s#a>K)Sz@ zH?G9>7I}{R;au?1s}HM*YZXZ^@@5N_=#Z-R7soGJ(Mvx_w=caPKRe(7fmYnIA%Fc$ z_yEtL6Pt#_9h;~>Ilr?-qff-U4Tw-?F|9QT;Btz%`jD{)7T>c6%ws8CMR0*h!e4Kn z@*B@hU66-%A-CbD3Vw|gYKPTij!W)viiKeB5sC=A*%lt0bUi3kn?6aO-{9YL6fkA| zQlc5fSkHavth${M`Rn!f@-oBUAR?7I8t&tF%M{TYO>)!&K8Pq`*h=(>!XRNu*$NhC zftzysU6*zL3l~7>zriTK0m?Xa8+DPXp|IoTzK*nsBrAY|$IsE5{8XjP2WFjI1i{_c zuCSyk{*;sDo@Z_Q^JBp{8`Y35Hyq1AO)d^(O?b=sodGY6G%Jt}y$Du093U!XY$ zu18sY*}zYkVu0rULhON}0gY!i!*a>Y%XZZ3ek|HkL1hIMk{Nj1mSl&m=zhkSf_a6V z_QQ59%;mb(}<|0To^t{V&bdVdRcxk@p^i)2rKuehV+mwxJ z_hQlOdTl=tdDuz^X|1-80A0iA1y5^>ho{_CFQ8x{o~t!D*l|+@GFE0}qxpD7akp^UvoOi7CbIm{kp{1 ze9PZ*mOV%sQeTJkTb+-Cox5DnWlH<^%}6uI=Xt&ekensTsiJ1tFC9}{OK!aH1f~K@ zp!nl|FuH3TkZ1vV*_d2_TSO3pZDeWPpwf~3B^#%e<{BoD%LYx3xF-BmxOxExuocBS zYZ|3@4&o89m>d0|+FRA4!xAvO2@$)1!Y z8w21oK2vmfg&#TKSx~)>J~?K~odKPjb&Ja1OLtxDXCSiup@O-5DSmx6o%V7_ zfCVOTf`oAq>)|h(@%rA2KqnS`pUQ*5T23DLy^;TgH}W}2Lr(iKHMP-EG>om{bm^o* z)7Bzx00j$lnrw=X$UwLr1Q+()7GlqRP2iscCo*9po`3+H{~}afM-BmFXDlh|6i;`o z`n4G`ciC& z30ubAY@*zvGdyoXwDJQp7zn5H+d_&DZ2u$EiL5Z=}$ z!P&I$?66;RUpWZ;1ywr>PC{`Lj~&l_=}ZrVYNfui!?kII{x)VUDXWa6^#dY6N3U zJRtar_gQZ9RPn8!n6Uc(I0LabxrXxVCgFv4tw*sCcdX4^`-0?1z3-#Oeu(|F36z=0 zSdGZ1bL>H{N+vSpt_>uDx)QLuW3nLv^uA?@mBpy%ZCY5}JdRv&jQK&@zCMQK#Ha)5 zFl6?;{CVJNftFBXHk}CW6{k#_q`(7{QjuD2ICDU{ahq7u*3=8<21tb1B&owy1TC$CE-Wi3DK9v@mT)A&r^0tVB zz-bIww02*)qxo{=+r(W9MZ6cQ9MD9kr@yFH!TvQ&x4$;k=d`H^qMgt_EaK0#OV@)G z)I+dU064ukrlL?lW6RivO5Fi>-BfwIQBPF1ao^4@X*i-~E?N>LcN-c{h!1I|K;hhe zeaqJiR1PODW%r%Ei-`Y)=wcx#S)M}~Nuu4lY>bonn?#1ht%$}uVQFZ1Zy=(&l`|wI z&y5-#U#pzDDr10sBCF!PIy^m~YS%<9vQofY;2jxGeI!BpKqh;y1e+v%!&PhNZa(*y zRU5YZ=5|b(6gVGwXZJVr zI}@an!y|jhJu=P7Aig{UG2G@EL14l!FPYhr#V`nqR-J}-@gpmGUvxkk3ZWE3&~aYB{Ho7kZ~ z)IzGbI}qp)_)i);-)XEOu4{nK|K9AV?D|CeF7p1T!%R|i?n8eP?iX>;mw>5x z3NASTg#Nz`Pt-PX{V+PsLbqXbeOe|>eKkdJv~oQ^Eo*$BNUp$@v=nZ&uuk@Tx6_&p z^&C0#WayJ|s-cTR%%$m&#%V{!t0*Cn+4C9#76ti0LOo6zK;`9+A;0=j-%!(=b^gip zUh98QI&g38Ce@y`jH&-gX^T@0(sXEr@Gbjme!r-&?Lx)Wxi}($O3#rxAc1H-lo4!a zGmU!Ibk@=vd|x}18J0ZR`+nSh{M?vI_4*FYeC+d9?T2BB7srMgsf2DSmain?Sd{&z3DvLqPzHQfIdh8ifg09@O9ju&PqG|SS3 zlRTIuzhi&et6ju+5`~npQC#fNArwB$L(9b7(Ih$rBX>($0M{?L8IM%?oKL><$Y;6euhqPfb-uCyqL)`Yj2LVyZ=KsOL(e(~s}IFmu+UDx){zvg%*MZ>4WCj@cnEn^(1yi6tXfb?Vu;Ttbdh|fzx9G`U|_(q$kzt@6VEI#M9B{gz(NUqb))1+ zV{OUiq19lN<$LF2I?y7EO^X{35oZA@t7TV9QBO8lOz_vUOtT<1HMJAcU|A@$klbWol$HINW_3eK8(t09TWY|2tmmkCr)7Zd zC4xe`mXd@;>3ikvJ?*{T->vb;j`>rgeU=P6bfE*{RJx=wndATxjVuc-x(pi2tl+$X z3%z|Slp8fGs(LI6(jwWz*25LgKbdXgD|t)|TWu&WQM zhcNj?wBbuzPxm^c-rJqNfJ9go98*YJ@Q{GzE)Aom)?1g2e#As(d#S5mYx@OAK^NZw zHx^;!kp4Vn@tvwMj~7axtE&Y2AnloumU<6rhM{1j zBgOOSPU~LfLDR9ju!4IT@gl4=FT=UUn;l)kH-=eu{)TH++wS-mvX2f#Q-KTY#r} zt$cqmFY5JW8#lDE+OJ!sQ%0dfX0Kv6u%?{ZdNKU)o0Ycz zM-r*--{xsv7_Fzh)zIA^NG(Mlw+p^AGphNGzI1Re__V?v&=s8zCNq8ElN4Ne#W&1} zucr7)g=lXCsca~aoFV%kWF{tjx>G`^cYm=$d@cZQQj?JT@f;|hEK@+fe{%nLIoK}~ zOOS^t3@3|41UELP*AgG_OFep8WWyz40_Ql9HmomTuC1Q*C@Ve%*X%CqFX895!KiM^ zvED8@f&k=t7(i8JF>imlU4%t(Wk4Gjabdusqd z&iQosAxsyM2}Ki=<^>)3lehW~@-gR2^rQ?Klsu);cnrbGMCE}rzFQm@zDCRFqqp6! z`|{nE;{Bqh|6SQh05|XvO^PdH^V69~nx~luU)m8m7lA^M)UR_dK3@g*4_0bkpR9O^ z^8S*0vItA%3=fo35hjUOpg*OsL|;ejI=n`!&Y7PE!qQ1IYw&9}g4G4avkdVXEqB83 zAb+g^V*ied-fuYrsOi1GBxo-Vl)-FKrX7TR<_m8!_7z2D4SCisga3W@5CErQ!z>im zE+vUbLzK-67ub0DK zNJqXt@rhQzJ1}sIgW+K3XW2t6Jpr9 z0bi2+g88FOYwH>bW5{1&PMge<#-oQ?{*V@zbL9g>Y~Q*fc8)<+Pezyb>ne_^HH$j> zyY2tiZ!O^^v;oo3Xa=zC>pY%1Z97ibrd3kXS>7xI6i2tWj7vD06U<}kPIVPBDhqAQ zZbZtR=_%)Q8cvug4VhWfQm|4NZW@)+NDYE(c|@WFRsR}8W80%pP-(X?U!&xL8MbCL zh8DuFX_1rtS*jIKehL^f&x+ZsMzUe~-)MMrWGo>1s zMSsSRDy+hq%u$1<=rclQtVh^SA?Ig#I2*}9M)rq<=;ynqKxWMaje_6iknRs_Y?o3ioIoZFt_E~Y#G@^Z1KcL(*UiKrMeV_naQ+ZJl&GCM!ORhT8o~Xe zP2M5*`6_b6RrUruLlP&S!u2BXqE!OhA%Yajwxcc^KtHcJONhakwbZ-o4v$7Mg3r`I zXexg*mU)V=_}2iJkz9GN_d4xtkv}U(*-1{GOlFC!Yz?|wDV%#;t5ftV)vkM}+BzwY zZ>h4~W%3^TR;&=NeA1OxAgydTBU}by*8LZ(CIoSo{pYWA(<_)W`ic^~k(>i`^$tIy zUO!-^5C%mOvCzJ1(BzF^AZAj?Nav&}A$Jg{a;7^vNueF<8ObgnV=Tb#y1U`>V2ur5 z7qb!!p6u@=oSiaXB!E>;O5Nl@glJhDfp4Hq0IxE+qKV$gJ`ZEA@4ohgU%V3Ya4#`T zf*CYAtmU*nz-zIpJ-|8mUU&ySkt>|MRKIhvpTm!OhN+1iNg;mu>3Gziv}igq?n!_193gWgS(^)u$VsiH4lj$&98JBwZttH_!ZO1FWtPB zNJJTE$!>7K6pe@mA>l=UW3eJOqQ>G04E} z%;)MYyp%#~IzU-Hw`XuW5W>Axr=& z_p8@-!-7$$L^NY_E;lVJZ4RZ3>QU=&V}I_lcX5f@-;h<{XIe2pe1=7I&>AN^{?QAE zIQ-wIOSUD1Jhz%syTTBD?7Dx#`U4+JMJ;-TcsZHbOc%SlUP&Y{(ah`miLJN|so&@4 zi^xNMI;pSdfEatKHxi#unX{si>=N=W!>aTS0kvi+f>ibbi;3kHK20Ed@XuY= z2=xA;!3-<=DY&EwvLaO5?@<2U&0)KPvH{xQ7r^``65{852M5BjsqnLDG~9A59zWS7p=(+Ak&skPPI`@6w>QP z-JupcD%dmG=11=eTg=KE33Z~hG^)+&R{;1GczMg^f1Z?Dv z7!Okd1^0js@6GRCBU_X1_nj=*M%i@Y*Ry|N~S&mJ>WQza>$1G$~NLb=f z-*0{PtzxeA6a!SAf=NO|1yt4LNM(d(vZ00Oy|IAJ%wOBu+@(32$6g-MCvp;2wxlfS zXU;es5kuOyi!x*)pCgv5P^qCn{{D##lYmQ@{ePd$n|7~pr1s;wW|3*YMCa9NLGEUO z&Zt^E5c84k9Y_mf63S!FPG&VG8whu|z$(7+s=Veyk!kO7mm9VD@Bgv9?}5v(xsOu8 zMXR0iI)V*qLZbH%oiYRDot1E5?CQdHRz z0-DTRV4259l&sXt{_v*rT&$3duT5!D5aZJHdxc_z6s;6f_Nt|5Ajbm6s#Qk+@Tv;A ze?*u2YSg}8-pm$K@?Gs=iN7dn0L;Kwo$`V{XarDOhI2Jr%Aj32tDTWIRF>|Ie;4-23-XUkE@dEW6=5=xfr)CV`yyaAQ2f>phKTD9%UZt~ z+!;*^c%f+O0ujU!A`S$c9`UhkOf9Uh$#_AUu=oxB&xq{USw$C4u=F&1If;}*E z5{y1U73$xLK!zj65n+_k#ik1&t>ki|{*SHNp>dcnmF64Daxe6J2LEo^|1g7R(Vle6 zfG8&x2F6(^fU~}W>6?EsH4FY;P^e>LbNg?M#}y)^+{}?}v0`YnXiPdgvUd#ehgs?j zV$x!pha6h0AGm_;l0LhC98$Q~jJk8PW~h1}1>7jbjxY*c4yU0Im{!r z7#jyioa_BNy8Zuce_P z@Q68?g!L|lt;oDB)|+AHqhBYbEDIp)Kcj(Hs{Sb`ep?Ln>zeM6uS9WPnaGPj-OK|N z^!?+xeIeE1>Mcnba>h$g4^Elx20CqtM4vd9oS7S%F8)fyia09r+-Cj!_UZy*JkshxeZV=|;%*dnmz!chE`AZcx$nY|fgp(|xPULhdpWHU%JfUdj^~{Qdxs2m9=P zS?1vl-#<8g7kUZ!JXjOzZdgdmGoki67=UaeCLsz6e_^+0zi$3ThPx<2UA+kL*9Q(+3 zCz^ClDtzzTVrrAU=c+QEIBxQ2-CI4YqGKyFFeJ_-%LH1UBgf&ywtzXm&4z=TY|EVK zzH;$9mMMQ<%jACpodxI}P^XHl_qyTiDWh&x9c0{fD3BMMnMQYOK#jiAqDJs6!I+wq z9srpX!t#nrC(E^%cijr=jU$mx1M8ph)hM+u{Qy{j_W*zd6pK(408K2js?}f^6rq^f zbjMvjFINjcb>JJ^9ay*u1$c$s&R5@wMaV$-nH9NGub#*B9wkcZ;MWpsel>rJYLaz| z?Boz&_9PincW1KomN8MS8|jaK%e2;pwP#_C`6g*hfvP*5vL@SMwRnjiS1%Sl$=vd8&RW=~u9wQ%bp? zn{61XG3;w6e{k$enQ&|AGz8Qay31-tZ&)7`(#A|yK--bo7)HLB>a_(=X%dJqA~ZwI z6{q6AI&!egFX9hbXcE;o06^*dwP^jdcY&<1O@f``RxDNiA zy}QkYY#D#Xp{NW-HRwyHa4S@2Ko?^Ct%iyBBear3NAS&fmjztkq>3nNU=7St{Tx+oy#@gwFJa zLdHOBsc@rJ7|u(V%i;z;pi#5CgzzUDP0FC@2YBOGYufV~xawG4HI(07`!y+N-qmvg z8F2;ORPVkB9q6&X)ni-OJBv1h`S*(7DFL-VRJ|Zs!SP`-ZX-Q)L;49)=+TZgf6|)F zYCP>^938~tsg37@P?qZ7r%3~JN5)~k_QpBYX@Es8F@dkzxW#NhZ8!vM&vu}9bJ8FK zdC}GlH`fF)9P(KBw$%ZU4!?kjh%eM<3t{He7@M=8XlhmhW5UWk;>yHBl&ixP<(%lqG|q5&c*B$7Av=>Td~>L9gh?iuj3ioSeS_u#_T6QcZ0toKReIYKl6{AJ}y~0lXtvRmP^Y)ZFZq#?kF$^F{ z`B_G}=irQjGcA`l%y7j-y$+mkjo5)L2!U#;9PuyK5VJ8; zTk9#!|4{(M%_ErDqW~vLH|HAMRm{8vz7+2)KACS9h(9~Aw2L_!ElTP?ji?*HmZlwT zQ*0of_nNli*vp1Y z<+7n*TpI(;@7X}gQ*Wxdo@bZz8F96$FzlQSt)5;xP5SE;ogbY1uPkxLr-cqC#8Qq26HoWBNZ?7yKXL7`ec;(|G1C$M#~{;s~C9N1oL55~G;i zko+LCSIdsU0ziV)j&G)3vVYW;3=N(03<5v~C4-cvev@Rd5CQzcKnL^@NbFH>K)$)@9#xW;(HbJ-E0`7@8M6h zWW73TS)9LA{ow6EAM4sB^(*<&I%XIZd!9p&WRZwr$*8<4Q6oQtc>^9U$bLZUCZt3) zy>1jFBx>jrgcgI zyA`1BrrBsn0^)QUuoAiR^-NX$3qEE;qB-tfusLXPHWMU9T5t0>-IZILSfLs7i)Gk+ zBchXLyGO?jvJ1B$z(XXXsp~*DYe(@~2!wAzn_k0<)MQO$25WT1tH@<+AkTmO{0k#J zYaoXW>jtlUv-5Q?#2w8Y99$A{Qh>SD#cg=0v2g||5oUT>Ow0ohvBYE@eyl1>E7%B~ z)mzFkFJPy8FHS2qvyWRPr8!j zG9(a9jlhaLV{_MF_RPJ`zHa`A_4W0%7JwQrVMV zfiV5TPOw`f;;RNrsgj%+{qwnbYCMt&xh(_Lo*;cuKS@Qx~bl3EzM! z4Rqz;2I;eI6aNAoLTzy_a}LtTUreeE)RgV}cZ`QdL})O`C@TdJL8Uk$TLek}Rbghx zvFIhZwHa6Tu9eZVSGv?k2#9WFGv6_p2wG+kF|D!IJeI8w9hZdl+O)y~2>A zumo-Kvcy60#a81g__Deqs)7ghTYrFxVf$a9Oc9()sKW;dq`pb`S|06gwMvizrj>aA zxHf1C2Z~^XJ@R8A*Q+H6uj@J&V_3yv4{*@|sp7fdyUZLTt1ViP_FR4CHC}pKSfw%w zRmJ{42Azs1CnVe4XF}I;iw++qnC&}Q!p;zoVpaPX*r94E|rlypiT@FZ)8m> zv1gmuQZ+19HY82HX%=tV24?-?$uiQ)^D~o4>#w}1$MDSh%I8O3PxmeFWp8?e_C%{~ zl@cwv{@1C86hf>+6ka|lZl>A}TN17=k?5y8RARx0zZ-)%l zr$MhYA<|FVfiE0QW4)knjamx@elvVp7M5s)OeVZBaoHb%IOV@0&tnaxchqd${%kFs zzjAz~w}@AEDKu_0TrlOuc3;_A_lQ8PDm94FWrG6f!6(%X+8pQ1mR{M7=H;6eXCoQv z1?cz^pi^z%ZdVZsBZR1W)hcZh?89u~BcH*R!g_r6v)c^tXwp5;{YcRX!`NoTnq|(8Fv;Q{RsL$4A zSAIv8YHEPZ$Xn`$7c$&ygkZx8Bwd~6haLZOJVBJc;Wez8_!@;y0^o91T^8Oemixv( zMZ|KHoz^d=W^vUU%p_i0ebSM}8$ResPl&5Ej&QhYdtA04DYijmB0!ka8)&Sr)wd|0iZc`z13U zlr`+!VSrf>v8b;sV%%}@3$2e`pao|~0LnqvJ|)tPPUVOmAfPF)zNoYu;i-e1!dZD(6sxNL8ByCq<$rC@ti}NzhN1J&NQSF_^xzS_mlH^j=AzgP9R<{8@=uC8`<5N^fj=^^GgV7B01c79Ko%Df zxTYudE&3~E+i6i@p&L)%aY8VA4wA@3&MNgl35;rs=s#Qas&QU9NvqHv32<^H?+^e{ zvM}|xs_3R4fvk7jA6;sFy?lo`HJXc8{gc48l())_^XjJG?F@hAAI8SeIOLC=f9Q|Y z0K~?GPyy%!d%MW6qLXE|X;Cnzz8{pPmlQMVy|%|^(&@jjzG16rHaor%tzWB!>c%mT znGq%UU-f{1So7K2dl;OUFd8xW&@kl%r-`yo&VGUc|5GJ1#zacnusMUvZsFK;9&go8 z!~G2-O(lN&6!%;p>Vb5F^s_6rOI;>Ky0#1b4NE8ofW5K4hbgB#Mv_UvC0=r=eoqFHWuhnB^Ddq% z^3z@Nv4QRQI?EG`h!=179L5|CnFq|{5C%*Jd-fD|K=>$>1lhjx^jo8av_D`1JJT`{ z`Plj$vA|(-=v|xz%vtF$`lB~L&oRe4B|C0H!ATH^V;O9Y(sH3E@a`R7OcgR@mtfAU zhe@=*vW)2Gln!Dq8ZZCo!>*|QS5t+VJ*feepA)c(^Oo0t?oq2cGSHSp82#w44ukhK zOc+05ofyFS-?gIm8W>fFZTMIGG}7r04m5|sa!(nHB#g$HPp;7IV(>_U#$L<3o3iRG zV9ui$l!=2qeH$jqa@rSxgjrE^%Sw>=$PQ~r;$|$*g~M+=+B5=txa>NVwDkMH$_x>0 zZ}U)dge=LIPpUMvyno1nD*j>6;i*t^m77cqQiWf}9 zcOUi=kaWEG1f7*->uyvslihS9Y4n9)J)h`0v1T0UG=lh1o2tvM6NOg@{H!C0;O8~Z zx0LTW-Q^Qf)O*+Gs~052Fabnm zYu~Oz1=Ok8$)Pp^2C?4gGKP`MkT8@5A6a_%Jtz8Mct)F+a%PE7gZ=OL_&dOO?2}xf zVz36j-f=F6vVasuap@4FU<}D+9={KUzE2#V^7kXRe@v$DrQ*vWY<2;-pnwebt=(p) za>QXL+0jpi+G!@zi{8x79XU%^7}^5;og9}`Q+AUUVJl2wXMCPRl4n|ph^Rp13i!NE zsp&jo=WUim>I5&H6|#EGi1;o2*&1gPie&ijNI+-bZ2lEuLGi@(LHP0!tO4(Q6U z9rg+UGcl3(GT|4oX}sN&IFdUFc|pE_AKzYc#EVbEpQ- z!#NFzMt(XH*9=0KgHoBUx5~!Ig)g7nZk%CL~`byIJzx zs-L44FN=z`164i7_0UKDI{^jPn}4FkUWD=stC$IlLdz5Y{}TR{^U^YNa5*E$b|gna zDj@A-3XC35N~>*X{#%xmIby##0FL3kh%1*oqSsCGhKN(MeR{DDy z#QLDF!ug2QO!X-tHKu|e9oE+!M}}ZDf>K9CG47=vNF}^VE_(A*G*ek011lNQte~-u zBz`i00J4)prQ}l6U?0E0&`9-U)-n<|TVmFx0EwDRwV)e4I3AmH)EGG3gNFLI91q9& z%Ga$wiac%S*9%d}G;q?PWde(!>w4!P`66}swhP@-or9%j!5B4df?fQ%~RwrL>28BQAy0FGiW zhXIQk+epmcyU^$bT^-o<{#>Na8=F7wrqD5|CQ4i&vk{qkalR3dYnxRz-ptKF*BDbr zE}5letkz$&l#knEF)j^*b?HmfZBR_Z^A4z{%2rJYvVF;0J~inLi3BHtHhJx|g06ln zd`yFC!FA-0927`9cM;k3I*@xQ2J>eqnF_^OZ1bEw4V_6O(^xW6F-pU8U;`16Uz#&E zF=19}tMyqV?W5Hy*EwBtQpdTA;OksG=&NAEDaiRSCM=dIb8sDEdk@NzG8D})T1#(q zEXWOAo=zpAAL(fd7Q%e24uU|M75-;QA{Jp2C74AT?a727|3v|rX^v>5;MF@`?=h=* z6v!N`w`!Nf6JADx5bKpfB8@a=A|3$5Cr7=SLquY zkz)6+C_`|2DqGV#43&oU+J!W}og&L1FZ+c)7`t>O(2cExr=x9@f5C8iHdpXcpI=F(%!bylE3=tQ zFuyx8Lx~3!3>qD-CF%@;t`72es^`oYLRS=r$$m}v)+96O6oscD(rGTM;5nO5-660{ zF&7{KBr`d}G&d(UxWBil!?xI(lMOZ?T|Vp=g8VjZ?8}OWHL19{l}L}#7LL@nULID! z*InLf>`5g%5_;vB`NFiNJX)N!&5oklp0;bwJt8AH4pg>d^LmJcCWI7H(sk8t@gf8U z+>>U4P1UfX?sZR-Gw4!7=j5afAPk-!#{ zs?#(YE8yW=BB|aJs3EJbQj8YujiCEaVIUDua;-X9ACG=N{yr5(9=~m*;t+YlCr53b zLC+jqfo>*PU!O&OCKv5)uLDz5HK6i5YDxTQrbIRMiJd=hoAzTzpM<-SKri~L?f$9Ia&Rssm|O59^g3gnM8|P$D66H3HJ%3Lhd+J%k%mJOvF71$HoVb+ zY_Ao_5fFF@mB^LDJ#;xO#gfbI+OrWbJElSjgU9E1+^!>MI7Tn)w{OJWAY_h%Icw#R zb1`+0q2?^wbyef!B-5$Lx|al0+&!R^LZdlPXC`>OV8fC0Ys3-niE}F|2@qq7{fRMd ztanC0oViw-BKD{&1)1Fi(@xfZAHHpNiOxbfNkMj4)ryPqK@n+n8iBnU`nT-q>kwi% zmVkwjsbKF1>S!d*$fU#&p`mDihpIUMHE_0b!4ATn6M!;Uk2vxt82p+sGpqV)uDqs; zJ1ZRq^&ezMi;MTl0Oz{hjiSSiyFd$IVs;UMS0g~>@#?;VJ6@}E6e(ZZa@g-m#4 ztq~nSa_ze+H(p#$K6ZgxPEzH2XMDI#u>7P`23qAMp43g^Lz_6a3j#bo25i#*&)H|tT6fEJS~dy z-cOBcL%$pS9=Xjw%UqrE$Rg<5ych{Iz#|st^)w+-b^wYP8HK)YpI>tEPJ%vrMvK!&#+H_>CEk-m z63JT5EcEUHOe8DzP{~iVHvv1l(=wjTJVla>@7B02>dk)s3gANa1`<%05OeWxEL8X_ zhIX&pOF@v)zdGYDX1!zR3BJB*dSiK!vqaXcNwv#lNedodKpRPO7S#O|zg=oRgKht= z6v^7wH}`4c4aR6$)45M@{zpVL{&6!;ZY>@Z6*x~6Pmg)Cq1Ex7ZeYOc3@)DUZ)1P@ zV%CrUUHRDZO^qsw#pQ`(u}UUdFO4iT}eJ3=ao_ii!bAx$4mR$JJ8HLv08;f;F`aj zmYPVobaVT>+Z<;?GY7CTiC+8~`t2Cxg*6?9MA&j85Y8G)&L&r&G|yyf@|kOlmGj<} zHtH13ce>Rnh3n0C&OUzKF;JZhQ%A^_fe#M*WiQU8F8UCO0I5reaovsy5k=4~o+mjoYpV9$Be5&+X>7GITLiB% z{3D_!@?~FRjIcVMVB<;b$^Q}@WmR=iV3d5Mha15u%ens7Eo{N7@g5_1cG%8)# z9%Q?qrst{IINSWJ2wahlnjJy-C;3oFZBEmJ$Mx0CAOGnA2<@s8S}yr4hdW6s?Q&kT zOKvgLM3uwSbdf?xM>;@wJFj)nTMEHXBYZNrCNO)Yu*`svftA@^_RTMco!Sg;+-OIV zdxaZ68pgHeQySmpu7k7}j?E#Z^jmp*+2WgZ6RW58_OgDI>N*Hgh#1!8tRg3jZ2S%P zopTMbg3lKn2Ol{VO%H)CJFX~TqHQ&wfh-g1-iBF&M_Mb&*tM3bn%*AcANu$esfD5( z1v5~~C#+}he1+Va@EbnMi6We7OV3{H8Bu3vjhT~|{tv47bAO3c*BGg;bn~(SV zD-7i^Xf`sKh>N+g{S%!)W&w;$qru6Msn31Km}1&fs@>hj&H&m61*W>EDoF73yj>}L zu#5jZP(qmtHn3OW#FbHDk8|!;QZ_kPCKy+pPh5a`29u{(JN-P>ly}Yu9rmf%gE>_n`~fK%W+Z*~_D=97kbIG%2vz6uB?Yb-*sO5*!QOT?CGPF`Rf}2DTs) zXFuaKXWW-UadsGw0~Kznnpwas?fCYaeKh=^#a)4J#8z;dI#TO7dTt=|jPlv%Uz@uZ zto_~zGJG@#95IzdlWEb_OF#;$D*O+T&m=RsO2&9nqF?hw2q7aAT+3`lbX|tvS3F0( z<8i*E)+%R)`T5A8$N-3%qk$t>h=W+{5)5qrg0Dn3Afgnaj@r*mt19h3VW7M! z)jNix*KF~0y(13FoXTeX1gaq-`WVvu4pyME<>I#7=N`$-TSI zKeckps(TP~sQoO|Rb52LVy*+Q07XE$zu$E>CcmdbHwD8LY9ZA>k287U^u`wn!TAcHNZ`?{ z<|g=)wKK?kb|ypR%fy&9#a_MGi)WJ3;og3ix3(#C>#iNoXDIo4O8oAAKv3^95k#o; zLaoV)Y2Ww`3pAxLnrJrFFMBY0QKVHS?+fmBbYf0TKN zB;p_t1C{nRK{bSa3Qy(Lhf*v@q{6~Z7(v#Q)pz|I@9l55FFF^vBO8oDVVF^W;)vNR zpQ(j;&s6>MoiBmyV#(E;YQMH4#goMkWWWF9aA8gNCDIib8B>_1w^+?O*Q0%CNea;K z&0C%|_V9TYUEx=G^17E;cuHQGihWHm<(GFJFA$rcnR{n%Dgd9L0%^KP*&-Jw-m>pBLe+ z9o~zmS2vzC_KkRB6`QMJHRVGz~r@D3gX7 zHfjewgzO9)xw1upT6Jc+ofhU%q;(E96eXxUhx(EMGI~2MDADdtAdZj!up zDXaJZL5QOd1|}H9e81gN+b+nXN3sWY4hrPj!&Q@qPfe$-z7CGFD%_n=%EOu#_oL_m z9}dBaw5NaoDeOU)-?Gt$46H2WAsf1%VYW!|3J27()bBW+kcrFoN_LeYXO;&X^7Jg< z)VAO#rZN;Tt*9c5;0Qaq`9yvp_(NT zX3l+cOn!p!4K(NqSq)J=5;s0f0=^gbLNr|Q|MBC@A7aA ziW5`jubgw;Y_3=Zi-u9aVghRg9Pt4%;KWQ-dsH{V#b|A~*!TXNh5o##EyckOo9L-v z%~2H4uS|nlphr{O`E=f>cgh3=IT$PWM6NK`#LC|Y(zI6l^vGO#4LTJQvX)w!4-a4| z7PqyNqy|%jU~>I<`1Egfmd^b9+7jY3V#V%R2dBbRjOB6vd&G3kB^a_2QkW_qyqtZ$ zk(AD8{QUHiKD)!k0V8u<&oYMKy+H*DxYXJLmK(%a6kRG>Sm4>O0M9O4mTH9~FD$=6 zEzLsuUq@*Qzhnb(MGKzNb;WdJFqTl8u?{rirNRU9aG!I)`@j{lK7>`t#S&jjBeGrm zX{si_2TqKi#cdr2j@>tK*)bi^3HW~ltxZ_3sM1DoEt`(zw7eL7Xc={4yliWegM zuc_pnz+^DiJ9L-RT)-b)KMl(w1R^om#nIr`*738dalLr2Ahcg5FqCFStg~%^5rZu2 zEnwHEdpBk%tb1Qzw%(0futyzY>&)v=oTbF4253#>KGgsjgX#SlQ?9jcxB&k#`6ME1 zFt9M<@uIJeACUZgg+x$fQo;Ma3pcHB7lf#Vmn({!{8<&H3jHYf&F-(Pi*bT$Fhtw| zhuMXORR4$9^Qt2je=0BgMM)D=2RzaD_UAH+tx$kB*-WR)o_)nY=#y z;u~MT@&6Wr{KYuFtE#IK%_^sKUN8Uod)w6^3JeTSb=R~IOV_#ddAU53Q=$(=KEsUa z-3>r#$3f5w2bk${h1TzBy)Vpa33i-b$tQi%uawvTl_tQL44A=e#Sdz53yUeh6`LA> zz>{Hj<1t8tzMd*=X$V)?lyMvat=wB6hnu>XrQWfDZ2y*pb3CAaD}7vl#a=Y>q$8<$ ziv10oJhZpA#O(WSApj^R$eKn9=vo1JbF~u z`b`bwUXtj6W@!jM69aC*Q|2M3Auqn-n)skJGLu@q#U#*4_CBE3ARww_&gm!&NahfX=9`kSh~}ii9-=$7B{48Z*2uRtF9F0(9$7v>aR_e;siFC2X0Rb!%&6%BZOw~ zjQz%!nsTguUAe0Nb;TvwY{|T1>Mhopsy0{}guty-Ji*xy*Ol~!z4e{^XVuzJ#8lSQ z*6LpDH{P@Td2{~b8D#dTyLknP*}q`qfv6<}o#Vz7mJi zhSSv4JDS^#RvA2uWEIb+0aXcfTHR+k3kW*`(U*f6GFJziC%HjFmfgZZbV2Mvg=#*)E%3ooBlc?rv`1O^ zd|aZdmbNnzT1AR%B3uzVd%xnsov7L5W{uEgW*Je^=98A4N5di_%weC*0@bYAm=#v! zi#Mo=G+4OG(A^1MB9>=-w83umgxB7H^26{U57@Be0Z9FA0rM>f#4lHxCDzm$@EWuU;4)tX`CMMpWHdzPpZ;p=01#$GU01(F9OMqPYY_`QVvPzX96*;BTJ# z;+NhlAAtCwW7RjY2WWCbV+doH4BZ&XMSr*nBrBbg`Zj{3bG;x~Q{2*RK(}h$By9-f zc_3lo>ilbPEu@-y)_11SuQwxrqJ#jr&^z3jEHQ1#vs7&q87e@yRi(WE6y~M1kN0P1 zK|Q}NmHr3rPaqA*lhXzLfc}ptFWbYT(S9YRx77WY z_Zsb{E9gnc>E5ywQPXiD`-p_#v01dKKJ~(>JdT9~KkRiRkC<5wIbjD)S(VYxzm#Ttj;|cRK81{SQER1US~? zpqwan&Uv-G1H%o3W8-K{iH`0s>r{6{fFbpwT{F*_J1uLVLUw+S27^(`S@$2O6X);| z(6wa9^~_Vp$2MLkn*6iFZuTM)1S5y9_ z8OrFd;dY>FB#Dxk(eAJAY^?^*_z%#u;6S^598}NC5@*tS;|p{=f4uq+`iNb6T_JKG_bf5gRX|QbGeD~Ne8?)H=p*j&T~kcTJ-au_9Z~OUd;+oFLRD@LM@ zRM28th*BVtlQvq>Unn3$P~dqyU7Av({!x8`KP~S1?I{f&UH$w-LVca_(d*9HL*>>= zrwfp&fpeBeR;GnxgF!pYOdk^EjK;*sg3=*xAts?R5*XzZ%dpKM?U1@;rp~!j^`;BO zaASDe;t6yQcl(7UU_d3Hm}b@Qx|{rqSG=7YWSQeeR_2@#XAX^S+fzLIJ9>sapQhl` z<9ZDegM>zxXEZhMl(L21fw+^VQ7B|4you&I4bvSKPO(P**dZAo9SjI zg=ntlt9y>)G#Z$&WCMS9{ntALBzA%+`0NfUL+EuU3_iHFoh=p%htv))564?e+4kGp ztJ`k#ji7{8XPQcV@_~)RWFEVT`xmZO$5wQFV;!aPnBzYnNQ?>72f`WQ;2uPl@vuO> z2Csy*vTrmf`0gHt3h$^zqwPJI@i;E4gm(G6)8N+g!(6)GCXN;zgFqVsvVtrxg*tdL`(@fC?2{L3=mO4!)SLEx&=D03 zu~!QDw0)Aw-nrZl#ZZrWyjCt0|{y|}g$h(LecyW;5rQV>^{FPLyrDUdYm zi>*U!=~(}vUZAS!Irfl2zBeI*Ia=AOwmNoAuL|P+xvu3i0{`OmM`E9k0TLqE zzMtWbm;eQSI73xN*g{dox($2H63P|k$^c$t4;f?tpW*0RBnohX_AfaQqjBR!Dfl{| zjO|SeHret0$GlPXY-yI+2N-e}I2Or-N3(zbtOW+PX+Qb_XBe$TkKH28WkdD)!xi^# z`r8K$7X0+J+(PUV%?YXaEkg9)kZ}eA6#42lm7u%)tmzV?t(NH zbBZ5=XPcf;M$aR8XGmTfDX}QMuSQ9JZW6(qG4gbFYLhV0L< zQYb8z+vHX24?k&{eC^O&_Y6Vmv=2&G5BZ=Dn< zzoh@ZgY#n`^!Eu-^Cd)VWbD{dj^d=mM@`7@RS=)k?(##D$U?j9Z@5+O*sQ9KBKe*| zEz|3$I1=i5H|aFZ>TjWdSoJ~oN~S=_a7|x8@dT0xf{7y&U8i_HkBQ4}zOg4=bnx^8 z20&tpEQQ1-`KA0(i}4Rv+Wg)Y;@7hh<(b3o)h)XlqPYyq0+A}cI6%U^()*cp9=eXN zC?-|*xPSF*09l;E#RX^%d)#DK9A9zI$nRglokwj@sAg~HN@fL!Cyvn}2Vf$3BK zg}NT7>5Jc;cqgxf+RZ+JKE`IJo-g?(CgT(7rhF4|by`a(({t#n4?fQ;p{pcDH@d+X z4A86Vr=0_$hK8z_V~lIx8%W`RotQH1mx2x2(k{KYt6PLyD`7y zCe!us_ohm_iwH6Cg6S6(-;|cN$ugL6PgN_$fEMxR0gbGm(BRY$q zVB&XewupIh`-xS%wDKF+mF4N^9}AYoIgr^9f!d`!G4CR3m=1GQKHCZ9YI4b{BF$5isbX}z|Msj1X=*|a~ zt6Z)a<_9l)Nx`DId{|*;LNc#37AqUM;ILxQa;Zpr^_GzH=-=K0he?eH96RGO0U<2-dS(YU${ zT|gzT>^7R9sW^{YTHi^_$$o1B-!ohU-0BhQWPyO2$V5EeE6_$Vb^PvEpok)Iv_em0 zcw1k`JPj=C7Lx3e_kj6z@C|+*#~_SDA*kyW%r#Em^nR1A*5WtQ3th$rnlqzbl&=ZeEPKKZ21 z%1syJwd|`pR6nV?mtN z0KNI~NTVKFiE|b>!~uG0XX z*uT6^$>u#?6A2z$vlVbZtB(1;S?tweL|iRD>Ds3u9K5aLTm5gN3|DUlonx)kHI6Ze zD8tI|``V_~OSaZH9!2qw40DMMmzu3;DW5zGa;@O=a?YMjo6piIM!oz+X*ki@Dm25; zUM#&)OzKy(`(~3EjSgDh`GRTijdLi!zm3#bfnTpWT2?ReKZb+3^F*&}0TCA~VEj0H zdUJe8cD`hZ;^x9c(^(%gglnX`v<|z`iy4!oRp(V+ zphnl;U2zdQ%`j)2T}OA(H`raPPivD7VO&GtCoq~ ztzu8`6}W*VV-`mym8xc{6X=X)Of?9F<7E{wAt6!NNLmOWu?116UCIWIhxfN~aJY6& z%c(8mR0t1#CX1CXIV!G@r~L_g&Y#wdPqLcwgxD+gbxd;a5l$YuJpbn#IlBv&J}}w9 z8FF?DbG^4EBQsiJhY4uM<@w(sK@1c?V)##BOnBm4A~xbV;NiKq*pTLm_6rbymx2Sk zk%S`K*jngh&5jInlLJ;-R|SZL{R5Bv58i?k=BkkUY`=B)B{J;H-Y*A#bvLRA>8cFc zY!#x^N=oy_y09HGXV{u81DNCJst>{B)8$0vh`2f(Ug^kl#|>k3)T+ND^4xa*7X=(! zX5}CBbGHzL*>%XfgadNT%=@jxGo^0r-3dM(?zfC-fMD8vi_cHO<)Ol(NHi!5IcnZb zV1Md-eRj~>UxQA&Ya(mLV|^jm%}yBJ?+t|*Uw}u48ASz&)|kC0Ym$}0I!HFJ9b+`8 zqL4LGUXCOyIBv-Z|0#ATY3ORtgtvxp78R~R`XksCNb2O3H1-r5wS)F+Dvv9s(wk0? zjMn(R`zbla=;`54b_92RUN8jM2KqdeB#5ryY%gv#8QjHSe%HV_A24%U zNwl!I|7f3v?uXlDEKW6-y`0dW^@P>xeTHcsx^H_S5^tg?>H^ZK^& zHZx&<#{;_P#4dQclh)UNvcwqCMH*tNhN^2b6q$}gHlPGj?7B@{XHcvSDDnDel~=-Y zO6&X>=lEpTJBi|}CElMzd?_zv%%#Pi(b@^P#ky`8q{|l7;^Pul`9*~+ki3|bjp2lt zUY%bsB4rlg%iy1AP&rFPoaiC{q+vz0q%tB7Ts88{#n>=n4@~dz1FjQhbccYU`WaR& z;QAW|Hu7+d`l9sYg5jYhqX9q1p{g5WdJG2fGEhLtbY`mJ8?GrZ4{-S%p|%xxuMF9; z69(b8_Fn+V12AO9K5gvwAZ=Opfg>*n|DLuY=)1p(csl%jL=SGb1W}PnzWVgv)m5Uz<=mMU$9=FMURALAD+InK_*8Stu_{A-dcDWUA zvqO_oRG3AnI`oRxVb<9TO%p^F{MmvzB;G% zSppB#&p|dbc-3tF_Cb^+gQm1Pi|n4w#fOj#y$!fh(Hd~pS?pc{%y(a9!uoSXlW@KI z&f)zKJQibvk9J2tnhyY zVgL|i>s^VPR(czboG^$p1d&|sJ!Xbp9M%GX6A$e4F$)|1@`GQp^R6lUo_LP0kl^=I zO_M$gpwvnKa&U@IBQ;*w)wXLoJ0y`!F zm$##&+^N?++VynCbe{`Lz{Uchm zwN}JUYd-Opl$iZcSOqnG2=TbsRmLSN+0(H~a%H5CzwoBmXJ* z+|s1!pNQv`e8R-09I#526m+N0F%@pwh{cj(O)zDp1ie16zfw~6KK^2}%e*luNB?Sly$Jc-M`^jCTY zJ&e`m2-jkf6y3be5jC7fK{m!}PxrR;7;X>D(EVM`Y*o(;-P{bSsdYjMUrm9M%Rnp? z=vex{E{}h*F1&Zpze}hvHzR(^(FRR2j*zD`Qb80c|0&t&1D6TIgwvc*YY|2DU=13r zp82>M6e9@PUoW|H=9ZxV#QTEIo`q_hib!;CB>PVkbV4OK91H{DG`z9vP^s~cpH*cGGRbz70m{d1A zW}fQPBtJ1UH;cXBPKbyCx?lp;EMi7lW4JY2RXpuf+7@|D*XJgl4o3_?o1AsgNrU33 z4)8XGE7Z|$U*gP1Ug6eO?=Cxp0P+a-)A=E*sIqKpW2Jc7?WyAT?HyunBLE=5V1>Xx zz$IV~toZMb-7#HR(b6`IENsjc7f^oU5LQO@5HEF*Y8Ao>_%1h)gSkr)-=m>7PkJ!i zFM!;XmhKglGiFw};`P9VwqKplZs+R<`=s1bU`@F!q~n3JagRJS{k5)A5-wDe&?(Wv zly(8bnbeI=9jGXJJ}n!gnKQ;`k{krrWeF!1il;vA_PAk)u!yV-R_r3*REOb^5;q)XTa_qo(bnp&{_LA{s1zRK_zcO`?SpinNn1I$>3gd|G23UNKH4uWhOT zuAR-%fzwfA=qU!e)l+9IoH$KRp1DkWoHL6#uxAeK2&_Bl!aI5BvN>~x8Wg`oFV<)* zOT`|yUjXWIvh&(Uv^G9>GJ6Ws4UA>6mAFucmL{FH?Wf4m>lE?xQ} z#%K4kXu`9DRKw+fC4mp>*~E(q5U4M_PYrXAY=*3J?1}3)HN8NQsbhrTnca8d<27eJ zAqw)4WVryIk%wrN1s&{RznE&m8B!$-J{GpiZ@;T7dhHz>8Z%68scAoN0H;fRDZ*e+ zsh=B*#%Ed(4r1fhhGOq!sh!p?a5iYk==lN>Qv~6}6GVGHYypfkV@MsDaPwVVQb!*V z>PgzmvBuXzOA01Z8B_IN-m%mqv6VI!dpp%1>xQf$hy(#^NUdt!dQv7ltw|ws)}`qe zKknzeu%qWqG9jQuvDx+Onqg3nkJ1n6`d|MAvT`hcgrCsRa;VGRfVK>n8qG<1oBT_p zX!cg@8rO#xZdA-?-PG=W9LwVc%u;}_fGuSD*-2xXwE+68Vyl< zSeaW`x)m$3qGT%L z4(}H)3(VITRSIMw#(VHJQ$!Ephezil1vX-uGXggA-^Csq08T^Q7hvZGx+8;T$0EjQ zJ8-=hoag`LQEe!(Q{^D<(iL^{I=rywVWJ(1G*UbBpAXEA1$fU-U|uWw zzWy68(GL?Y-G0rvMGaYlumQ0eq~_v9zzB=zM&0WXQY_HlflWC_PUl84&O(>Vc%;J@)UHhvwEr-4G76UE+#GgZH;TjAzEpWY?=x;yw{)RbEl9(stH%? zYW{vGeZLYDIJ!*>E}hhIbLAvy*(>gmU9EHs9tZLt;D$iJ!4&``Ygy-ieUiuY)j7c= zLs|MNu5o@MF~58>Zq*}+!+C&|S3yD&UoXTW%Z!Mr{S~gmL+wF#_+|_G_A+GNmvt3F zS;Z74vnLqN0h1r)KB>lXV|7NK?pTJz>N5O$0s?h&MA468{;aB$yUw$QW5M;OWVtloqC1V%V)MqzD2n$rJDXeX z!v?mM?XYph^g1h=>H+9R5yHTXiR3m>24pMv?SLWH4eH1;{-??Kk7^wOct}WhRjE`v zLOu?>O-Go#G^h5a&c{}Ajoi;eTln-HDwD&+%<6NUahKJ_&g}oUdZG&uUTY;~F#cy) z%*=RBuHjCszP(q4$!+cc7_etIsyXWn8|_`_jdA7KTNa8J}Y!P)|txNhz#R0BYw__CBrKY;!1`ip1T?U9# z4OVN~06*1Z>iIo0yvZyM?7}4>bSGJUD#>ONW_@YNJbp(|=oY@>$^8VOGADY;T259= z1`D}2ToK)P*2i0}#Vt+≫Dl@qADoouW=J0gGp_DlizO6OPmBHApZ1nN#J*mgQbM z7y?6But>uLhxjB=H+VSCi-%_4T@bd5t83J--X`DENdGz#pGcBA7M7-nmi0j{n)$@4C%Mpr2}3xFkfL32qidZ8p z(6!57pTdpv71GSk9CGBC5q0?7qy5NxJ1X$L+$s$KJnRqdp(WNnTo-z#;PohMnu@vo zedA5Y;AymAx%&|^|6hHyO&H<>N?w!6zw!EQRVS3jS4#I%(ooeX>N>AiTSi2ZfQ0QW zSaNSDH-cAL(?9&_fjf*eRmg{Xm80K&Dn=Dp=1EHAGS<>D0iQb0TQU}3M~VFwGI@HF z+Ofw^a$y%WiSm}l$4uOC3960D`yRj`6f-Oz(Wc%Vd(VY=BfaU2OybISE(b83qtTPE z0hPrn`k1}4CA()dhohE-#Zlvzp?X?aT!a#E2the(fHOH-P+K2;EVP|~?0HojVoDzW zkz~Putu%$oB=3S$&W8|Hl?-6!Yh2G1Pf0Id1iOYmfJ+cM^zN;{dqaQxe4}SkS_U>JNG<`&)Q^i$^yb{s zsdK#VCJQP|MsOsUzKO?k1Tfz z(qTb+5;_0hUGgKQixCi>0dO|`9gzBH7-2YxqM}6~WO>B0>nL4H?6d~D!136)Jz6~; zLyjqE_x3aJyo4vI@cwI5RtwqEujT^f{NjuyWl8I$jE1nj$yzOO{&W?-CE^o%_xw`H z$A*!8$=Qz64|d2n;*}r!HTj-TXzo`NTH=lXUyb?qK6K^^Mm{WD9bcu*-qL4;z2nE{+$INgy^SzJVc< zdssFYaa$|>Y(3hHozu}Dh;+GbSIwQ|76}P-TqT_CZMxyJR086qvHVm0;DKm0G1X~5 z_3SdnMn<+^2?Y1EtgGXz+pT=NB0r;El5kRh)4I+XX)vZQ0%xQ@LHX$O^adgEin6K7 zWjfiIOGIH!M*X$pp@W=sS6YLhHC)eER+HQf&Y@+YkPVL%dK~8#@zkkab!+PEpu*w)!4*O%!kDdwe9Y6IL~zapA)O%BJ#-Xkq3bF1MGaVH%4}J?Qr?x)e3k>EUXVL zoxkTY7^p~Bu!NnRp|fwH*W*42GxfmDK!Q7y?0Q1E5u$)krR88Dw;SV3_(i`!##!Kw zA@KBu3rB~>;E1Y4o1BD8#!}Wra?8@pT9AtDAw$(Ru=F!bkMDS#WW~3i;be*Bi_n2@CVvDF8V-wyDw0w$Mu#pBJ!#F<1l9o%O;M=mJ`; zO!4CMiLn?ws$H-yLC#($onywehH7-HjmAJftN!7^1i*^Jy*`9e|2rnuKO&~Ne*x^$ z>6^yJz#Y1Z=XdjumepyHhLutT9>WI5(;PUTKRIUEUy&f*X5+xv|wd{c8c348(=t z^2*S6f~wo$0#GnfJPBLa5-J_+%#!36oiBB;W=IZ)c^F@s;Ou!SFcQ6{>4rCxiR2@E zy@6i$fG&vWNsB#2)=irBO?;+PaJ2u?69COsWsdqX1*(#1SHw_WqrZh>i@^#$zRn6G z6ZISgn&<3xcSVK8n@Sk>{hA?;t@g=JR06Jy>^(t7)MNn(o&V^PHJQFpSKA@Yfb4(1Zk{G6`LKamg|^(q{}#6P;B$8o%E5%33ow_7 z$S<7lVl$E@n@>4bEkn2a2|wKN7Q*oz#{imSZvjXmbvsu^kb9#xkQi1bZW-YoYL8Y7 zl)g{U*m1W`f2UYTYHSoqO*hVfFec_*y^Yo7N8ck4S0+s~-&x`D4m(P=Liro}vkx$q zM^;sO+E!K3HJFQNbcL|rnCQnr5!sJPn3RpQZyPT$xJsF3)oIaRf2VqA!fA!K*@^4B z7D|1PoK`mBbHGo=GaDuUT9u-du=fN)os`LMRh*0{I?IXuEZH>X?EyMFhgIb-e4ha- z_JkCjtG;UbKT&x{IPk7RgA~b$Vew}(Ez?V~A0Y7rE<+S>^8{YG)sYlUZp09dF+BL{ zOnHeW3ne?vr_jc`l_BNvU$;iMtBE4FcX3;)DLn~dhpUwkCgoa)%Gyfp&1hRVFfZ9h zQE(nJUI6B0n855AImfB+MHq(BGB_U@i%Up|a!0*T@3nSPZ~-S9+I-!2dN?&t&8@+_ z&`WN|%kRwlla6zudBFKVyfqry2ZY;Bx-mHg=%UPnkOC#p7{f-tq5KTesE8m~A>#<}%mg zQ!K~XmI?D0)Ans&V2mlWwxw#s)seE8E4iqc7!mg&|Cj?xL_QgGLb&oRKr0}C(Hd4_ zQ%7C=E9t+{=1C@;S8*Cv^>maR+0Gdr@FKyiI6ec;} z0eiU$Db&JDB7MhEw)N-Z;!KKc13;Xy?T**(po(pWJhSnowmh}{=DjPy;`ofp4b3@8 zSdQESTS#t1?e+ow?%e_8sZ+;*|GL=$$zlAW6I8ta^?5IkC&eXyYThlKtwQHJC{dJm!gb<-ofn<-?{upBcwd^dNB*be z>r65lKkwO^i`bSfS<*~~^x?j0R|h`+W>syN^@K>R!+Jb z4@nvTq@`$WT_2eOqbr5Z_IK2ikhxAV>}#5D;YO1>EJ1iHZvq-YsgV{pPFT0xKX+J5 z=kty2h^l5=eTftQAIpr`-H&;)!=-nNQ&j=fJ0%Lv*KJF*x2(jQu2`8BfFBjZrhiFx z!lB3t)r!6JrkIjdIn0O@95kAFT=|?0HH0*lkU(&mL%3Oj>;FhKhD5}nTs^Bwd6=q$ z&a#%{Y0{+QQc1pS%u1%Jj#F)b!SNAoh;4)x=^KdqeVmb?t)A!nin22BlQqN|EC^fU ze>WtMhvnUJn|E+oAZ8i)b>(KK#LV5PxSqIiQ z7;LX8TCDMe@dYSS+Fw@{si5^bZJ&TP57fS2x4v~S5Q{q`md=be=APprOhmL)VU;*7 zoA`Q1-exG?P_8Tv(I6*TwMAUVcOz+5?IOhk6O=e>uD#Bf3#gG2^a zhgkS2vOTCe%2RobY|@jVcNa#L7|QQ-E4u>hUT&EBqz zZNV=h$&O4`bLs4vN(FX~?AMVQ=20Z@_0hO42r{-N2eXN_;v;JA;{hnEuE2r0*zL0| zrWzZVk;9b5A_fo?Elj$_pnqA94v&`Wtk4L974=yvH0aEK#Um^)t-(OqlA98){%_mC zkj7`Q+6*ZII<4~eKfA`u*A7GoMtR5S;iYFX$|FCk^4h|uZ%+|26(puW3wO*q>r@dy zX6)wHB^!&;3hZ8{mTHIDxxBn1R+{qDr~bx|aYxO49;?Zk`QO&z3=<(yG~JQE>DRK- zewx@XLOCSI^)d_?prZRQ9UXrKx1KvngL~I$V*dH5SMC#ucK_UD7+uW&4r$HKbvWI} zJ?`%uy~Nr6rShw3RM+(7r$}_A$Iik3_df2BT-_9!9INdK!@0DRaewYkmJWF>2aHZ-KTD)g-GUKLw4HCjN0eSbA$J@LQYhthu z7h~w1l51>k74=Pc4--29K{ZFR?_@K*`~AJVboI*G;0<8LwCEr?!>PNW9su^ot58V> zWQS~dTNtoNC4{}X@Vm=NoDUr;Y4w858dJz}9n-;JbT*ZpX-+#E@G?XCw zLjCSoQ9Bef23uqpR)q}j%dKE4K@nNChs#3+cZ|3_zY>bz6^RIZGZR$8WCc+DlZ%Ui zPPAE*(Ge~)uT*HmqPV41B0zi(Shxelz?4%Xp)P3Qx2cm>juomxgR&fY4TkNcUQDbl zU8o$%TZ$Sbakf@9+rmEE5v-G0zz;=6(PtC2Wb9 zDV4-h$Z1?-;hcmbw@`*YXy_{p=n}>+1V=$aI;LG-8Rui(*;j~25 zkfwh%!ylD-R`D3I-(r~K=L~D?g0Grf_yM(Y`lR@PS8s_fs*4TIyQ{^^Jm+Zx@(2TN z^t^*0ryjS+JHUr4M}JtXE>2X&-u-26iH7j9dAfpLR3Go2$WoY{p!&{AX@l` z(Z>gctCJ|TFZ}>mf%gD>Mg4?DKE>XTdT^NEKWnnGdEI1Ruc=A92l0!|dC&sho~$9c z5v=Hhvs`ePF?>!S=%BHM#nQ*}Vdc*zHwsif}2 z0$}>o;bx^T1!O87Z^FTv+URQw05>E1HB$5?T>XyNkg|MINEjY$Zpz1iSfZ*`@@+B- z7|!s#o!@4?pU5;+^{^~gSPyr+fdP_hyAF2ybS>m$HC;h@lL?705UR@C1ZEx=k(9#b zSiD6K!&k=q=~3q!xP&($Gn6sYz!GAsNHfcS5~;o+ zBSYnIq*XKdvwyRMTopb&wzDm`Mz(j^wlj)08GS4CjeAz}80|b1Nk^d80&ruv1<+9f zReqMvR&HA)_t`S}pfd^$A{V9K;Dbe?;62#cBf9au68dJ;f^Q|!%>eSkV$3y*V7Xfz zH~?LlM6N2q*o^nBs8cBPmf4^OX1#w!sX54bSL_ix_kCdqI+RLbxJ>(&s_#elh zgUg7P@2j@Gd?ANPCZY|$SvBwL2d`VjaQJjocok84o5_NP3#&s`FP20hGh3aFH+tJi z^=+sA6_aqprJNYocWAH{8o9tH?^zhPtLT;6w=`$0LlLz6#FT;mcG#=i;~~^^!A0<4 zV%enekMx6bT3=^bTE?()Zq&Uq!$u=}-6Ks&p$D{3n$l;$NZ*ls3=GjBHrR;qz=d54 zHAfY^l5uscuZ;&%oL4>zNp46c#%omtodRg9N}*P}$HiZMmPyvi3H0rryV6jpuD(P< zZ~b2~CBELK3Yw00a2BWxZjhRUPm((TjbNqc{S9?$)A0^4L?vyVF_xoL=DLWX+x=Va zLjdnTFs3`|y#}-Qib;}iwMLzpTAd+6AZW;I0(|Z{&7a^gNjl1;5X}w3!8^qG=nk$U zI

3Qb zL0(0Eh%>kcqfPMGM;f8HQRfIZTx{!6P$_|lj~{Nmo06^IcQx<>{$;5 z**DYBKiVOlhoZYa@UwExt(e^=n04i6osLDlPW1BpESqQMv%Zz3#SjHTZ%$t8YI)E> zF(Hkf(J8Ph#P&GBAsh!8zASw0a|0?+dg!Q-Af7x5u^nU{Rhh7oXDUU}s;u`_*yt?+ zRvUpe;=zS~pbTbu14 z!lW0@x*HB~85NPq$U9dz2Z)wI77#dq=GJZjTW;RcP+kqEOI|`w3&3Q<-PMuBj`Ofz z{lWi#02e^$zxWnMwWPn1F&=?*mk6=xtKmh%7WFuPKC!~zO3v-N4b);}x1-%91?zbA zX9)wkV~5Ac71S$2OASpW(1Z$Zg~}MpTeuJYnn)KD;{H0)Ya{~-jbUH{Wi!U!S)JNq zE8^VDE30EUxKp0UlOa-40OGtAP>o?|YzT1Ke(!f`Mz5>W2~KF04=h6BtQ)2BYw9Ih zn#V{e5+H-Kp8EVTAD1xK$Rm}`J39= zba$WV|46?vde}T=YGHaEuvk24l3wr8j1}1ASC7q^pe}v+rB+t@B=0Yn1=t-=Q_vu# zdIMqUW(Bj4NE-3sDV{(4#UE2xi^cu`>$uDtt1o7u zncuqvnjX>oF>zaq#`7%STdKR-JOsh+l+8Te5~IROSA9Xc&M}%*9TNetgnC69Do0Dl z0lSBRXL2&weknQRO-iBD>ZGZjt{T_jwmX-@0|lsCFX}SgZn} zfLkuN!@qk~W;`XJ7@Sd@;5HWKhBaOS(mU%7=YyY~zAoRjow*zaA^spH*>g2HyvQe<3ufMr5%!CUlswJ(Cl7#}T&_m{%!}ICiJ+qjpR8VdM{QVI;$!y&P)9lgPespGnZ4rlC^ZDx1Z~en9?KARu;l zmM<4xuSaX4TDSx|xlr_0;tXyk2qcY`CJ(1098n+x$g!KuV|3}${{`2nvm+{qJcDPN z2833WqFiyxNQd|`8J@xT9Ti<(D@vDY%f}pwd{eX=J0_+|1X}||HoWtU&`W{I9x^`q zE9GngTo*J**h27;caIGOF0r09UW_ygz}-kUZAxB%byRR6^nY$^!W3@=IqqHNL@<}C z?=!Zzt--Sw{l>qt>@SU&s^n9s*n6M-btPGr#kCdu9*eQXOo9!oBjuvZK09ud*$>e$p?SCq|Cnc)KOd>oZKP5=F~{Rg?j(iYtK_)F(qz zf;6t0+s0(rN%ilW6IB(S1T401I03Fe9x~}#q`XUL{*j8_@*agzCaN2)R;XQTOsa{0 zO9drc+X$!wHp-b(e=%jRrt$DfW=C7#BvngvZx#mlxKcKtl|{T)U2|K}^^eqo80V_& zi5+nbhQtZS&l*Dy!DL) zvDy!yXV&DU1fhoE5Gl2u%o2dZF~)}hLiOOo1+zofUz1hQxLhvRHTh{iq5qZ#rVm94 zJD1+5f^eEox!Jfvj11!;9)Bi?fm%OL(?U1EfhktmjOJ%4xV_wn#eSXCB;uFRveVYrM=u=u`S9dbL62uw93Kpul+NsiRwCV_nZBI>dctFCemORqq8 zJK !P)T^em-~;sMECK%gN#zKncx0gjNj+poRDh#~BON{KH6eD+UfDvoo`bW(!aB zhc}kF`S6K=ohYGTCaVKAMhmD&i(MYU#!JjlC_<174RYFFdFnATm_u(-p9gdWXilnW zYxPof4QBV-u5=~NqHmBpYTg;_17#W5?UWQ`aC~&l5JxJvO<(h!B3rNF|h7UAbMSTtiA0q*dNE_dFC{ zU95YHJ8iwtV@1**5M}?#rd>9LtfZoi3+3FB#y?t6Ct)O9_+>*Y8WCaGk2xf-L-I18 zVh_&q@@Z->jjei4fl6JZ%|Nm6>d540Uj;LC&%s!LH!-_eb|RLFYa$^e+h{PhHyxUV zT`jbU%gQ=qpV(`n2N^HV*5xe@Rpo`Tz3boN8I7^b2{7VOYi1g@qNE?-;$$xrzPFgR zVP+|;2F~3Y3AJ)tMJ6S+nO9>WuI%wdj=!(dmD-h8+oXyZYD7_%6-} z`-4=)J_UmB9o5mpyL4|uw;c*@fBR28m4era}$#2(nYN8e4OzRXdFX z#7}`UrexqG$-MK1@3l$fGU`d4Cz`{GE0m{NboWYVuCHWmg zXz^TlywB7J5noU-v?<8GOQJ|qzn{KAAW{4t1u}Iaje9<%3euOgLmz{)!6SD8F%V(_laXV!Z^ zIZ3A5U-Sw`-X^j;?FpUUCFIZA6{xKkUbCR)Id>0ZN-T>9a;)dUsIiz;gU$pPooKTR z`H$@*eATaR)Em7?Lfb8p8L@2spQAnGFcQOSb?RH8QI zKs{M98XzQ9j%9rh&R)@q~hk=y2Twz%lUE6`<7#6BD5|Ebn_C5J&oxb$Z<` zLJh_4yE$F@hOww4q7~teg5&%UjN;THoR$iJc^53pJ)n000m0OWb*xO^cn994znB1?$9LlfUZdEnvCq) zcH3Kk%AK+0iOIKrJSNGsRMM`{Xp35rd~d6Q zT{VeHz1D#)ZfZg{$3OH4#I#iS-;1^kwXrO}2-y#43_nyh7XDk@B?lO$m+XEh} za3THu@C=XAuRMOKmpO`1IEP(GBCBISHmP)q;1N+|jO$+SYpz~72x$8X#u<)X7($6OVJf~9wV*h+$(fry7j`Jw+zvR0+K^|O1K5D) za#SQ79q|(pya7SCvbSPB7bVM-KxTmgX%K;tB;u866U*P;PTQEkuPh19`qJqp zypwU61f!sKJ1<;#rwa_c-RR_%LH zS_>nwY0?M|taF)?F9ueiHVVn=)Z|MPAF89y1qbpJ=@DR({u4oSFb7q+nquUS|5s|6 zAQ1`J00$m#$B22PUM8e{{;i8)lZ3v~?g)wp0zu zhde7N<=lOhQPdb^j%UV1C74@LJ^gq4{DI29*&Y;;1)hmlR zcMDS+P^tGds(zEeg#;#;V@ooF3raER*w2s_27EMUR7EEyU+}%e*oNBMIfw!`RpAop zbNuFb76c5f&*bBXwc%GrtYzTDS2J)zLKpN0YRTKNwlz;-spBhBrzTXP6yD1GZ-?e3 z_|1S(Z9U;@Z%C2uv0rL8m*ZPRYg6l)w2PcCuh!qPL_9GPJ*Y$Q`Mz6$9$D%}02Tkz zbjg`o23r`!StdSLnk$LG;R#gd1NV47q}WvrA!aqt{l^ZdOA56&Pp=!yJT1L{Nx{)5 zFdM_~8g5$Vgjt0;sc!X&iL1c=Kt1KC()ZmkT?Gy@knS+UICjBdgh{#m$~lRD2uzY7sft`yozE!VVE0GV}(D-|Isw;EJTHq zB5J`$mzfsn0RfD4m*Juw>mH7n;Ce**+9#LXHaY)_si606tW|=jWans(L{>jguksBe znbiNEp;h-#c=BA5s!kI)iuYzBC;<< zoQ4>R8kKOMI)zB#YRnvc;$CYM+S!bDuV&=Ovy7mT;+e9-ZE%gqf! zCgdbW)fCK7X3VPt0!WC!jFQgRiUC>mU)jS)u-6yKfdjjh?!Zcr+=qN#2d9d+e4x#8*8#S&XNZTuBVAq zjtMiM2!sPqK7_?$Bz=F@K3&EsG@)M*Id5L4uqAqSAjT#(=_j2Hy@7 ztuT(K0(XGBgImU-RBD?lY)3X-r~e$Gg{cKtxtSrumE^VvQKzsd+j`(Z?lf$GX~4?0 z(4|=vq$@Bku|*)AY_dUF-4Z&-j^tehfs(ZPrpYGrmEL0g-fic)sYOBsnz>K2`8%?5j|JZuUWSZuct7ym{g@D=RtW5GwN#H zZ%7fXWYi8K+-soi~JHZ=OM0r6G6sKtKwjKw$WJaiY@Cq6=%Rao27R0}Uhjo!i#e1iV zmVdYHP1}@fO*(_3??hy_(kIG(=7Vz9k zHZb1?9-gr#MzyH9NDp&{fEM(m?;F*2bcFEwVeFKAuDK_TMgyXHc?X7We?!R zO1{j>g+yGIL}I_YD^N4VH8O}tZ8ImmR1D&y5@9hO?rD2>BcOgdv((MrqbRcT~ZfZ_6QOzD5UzAU&yp;^OrcI zv3-`n+u6UEiY4N|$S$lfH>w-ZUTYczhk$mOuW0gEkX$JZmoS(j+s3&5kjfv2hQ-R) z$0?8qQe{BRa~F5?0%LzX=v?_qm=NH!Ji+BH2;c1<@&(dcvs=@H0%WgPtZfNLZGb** zouiE(LBxA&*o!p@4@=Y!dYSSbgzXVv>3tBnCgEo&UG?O3>*+|xE!0HlI;UKwk<&_> zE#6rle7SD+eQPj{s>hR!;a#Ql(73_u@m9u*Gdh#M+8KjE)xrRV&R0$iIU#s?^kr@@ z85LwR1=M=9tSLW>AguL@401$rlkYliJdt$B7Ez7rcE&Icbr>1IoKhoi{$F@W{K(iL z1{cHqo_+q()5OC`6$u_=;qBKEy^?%pvp$8l@vpnf7*Q0*7o`_;vHKz)HZ3qO{f1Y{ z7PqSkJNxP7kY;Pd6cMQ=<_4?&>jkkxe5;XP+;Ecmx7Ie?mgYDvCs-^P{ZAPcJ&UXH z%*-uEOc0#LNJ7+))t+3)i3kI{{mj$B2>(btCB2VjUm9atAg?vjO&G+rKh*l53s@(~ zLzPMdcN@QWSY+R+NuF-oSuPIN7por)q_x8|$0_0qvb!M>jj0#vDb|OTdjZ=f zP5?46re0@N069c>>x}$e#7QGhT$!(}Hwa=8kyB8mfVVFIn=zD*`a)sCRXqZoMM5uU z-7G};oUUpxYLDm)8q7BsJAhV<-dtY6+(fqS8aC8>=krk(gBN45Ns^6Sjw7T-+_S-+o-E36U`-zOjJ0aB<;FPvQtd@_^!VH zR{a@&&v)6ZC4Ht9(!OJ~S<*Qrd6qc^T+#?hKAk$qW=H0sv@|kXa&itp@$9VJF(SEq z;RW&Yv$?Y+w?V7=eirkQU`zs3B+E^DT52>RXhjO32*?wqwB$xPtqNhIJdZf6c%ngi z(j9^A(Uvf@?)%Hzj37Iz?xO8U3UAV6t2?=ZXLrmNH@FC*RDKgNY&E+rv7OKngsNIN zz)(($tL*uPK@D5;EHr{s2yn>1YoQ{@y=8dg!&K%}$5Sp>iykWH+NF5S+-=&IqtB-i z5u@t}OS|HOd9n0%!DqBCoe37RBZZ+N(#WhN7yb>J$WCzD?#K8&)!QC@*(kEkR+Hbk zUld)phS9bIJG=Y3Nn|cJR*4eP$IlI~gq-M&u^<+&jZ<3UYIWX2H*qa~n%-Uad{OOS??$B;fl4b$rgI zEm3w0T%$FEx7*ZJBf}(q37)1@u{}F67y|+f1sXGP82Qtk@QM3dEI7$;QS5FUE^R2> zsZ>-q`;#bM6TvPa0f9Na{zK{R3ERABXdY6bs`X8CG4u}HcafO>Z0X1+YEXH_!P#<* zq12M$jcYQ~K!4xKv6aDVoe0Y)gPZ(ME0~TQD7-4RW8>$o#t!LD58ei*`GW`a;oJm1 zmIKrv zJOO0ht^iOqQviYtUwJ0ZvJ=;Gexe~N6c-aHlO#9ZQC__pDe1Q4N)RQ(1Y%A0TQ{e> z;RxxY1*?|C0jElS)RA^B(L7JrIaITmHlQ%o5klQ-!!lo&dWL{{IT8kiLeJPu$vR4A zgO3ukYvp=u>@7a~U<97pNTbm8xC{4P1c=wu?7R#0eYYs=QWR#259Tfe=s&|*fv?<= zFr50-uSDx3$JKdaWc&x+6tq6X#DhtYfgb$@w_K_GwGNBfETBO|-r%8DdR&@K%HW;1 z)AEpoHqA6oVuyLx6)}5JZUo%RWNgagSLisN$#prI)r@hkcnb3or)BC|)=P4EO%J3J z&_|=l(&rJE!5o|^y7dWxdt5&PBG4+p=e9kNu=5AGf+34f z1{ST|?FeJ1*NhTPk|=jL83z23e~KJ>piHOZed&L^&4lHUr{#l2wr209VoB?&mmNDx z*RRN26r3xunk8SKLsrAJ(R2%i%bY_7aniT725)K9!p*s1d3u_V%`ub!PaSV%deQj| zK{fe6g)oCg#W1rsgi`llm$Y37_jT2*W_{hJK3=uinF{`Iv zbj_ebkeh9Y5%}RtZY~vC9gtQkIs4tQn%;inO_wQC04_}KO+Nsz&R9IGY5>gca2v`> z+4^o!rlBs$EkrT`Eu|b-OM%p{|Jq!Y9hlr$ocr$B`NlQp8QyQL?%E3YvhxY27WpW( zFZ}>mf%gEXJGQb06Q~LYYMW^I=pNn1UKXV*$s6mc?Yi=X(s;fn4Wza5H9%-t;SGG2 zWQtMw+|fXmaAqYq+szV5h_siN3Hk+{O@p_ELmL!8OBiS!{DYgS= z*f<0U3!)%fqqreTWMJ!iz~}?O%e7)jUSh-ifJSzj-4L(>a`#V+!+}VcNWep~wff{K z#L;Md(lHZZ1=&;PquSvilku}o>H>{0>vq(fO{_;Z>iZk`)#$yzIf{qp~6 zd=QZ=S2cLT7IbgR{EosDoYqJ&Hrr#CK12GkZJ|63xMiQ+=7s8}hP)}QjCfQ1sRY%K zpepq4X(e5G*QgayS*#pcovVwL_m(BseOjb}sfyiZR~l{jY8E_WPcmLa5T&^%aU`4p zOg`A|(@eLuQwAjc+kg(_@}yYcq;bYZce5%~5HqiCNq+gIZpVtQhTCrE2_3>T=Di3NvK_Jz~kO#Ub9rE|ip@)>77u^4geq zpK)0t1#e(nUNK>Pni~|mLTBCn&T2`(xw%H^r6#6-<>~FGz99BnCA{AHmV^mVpc*6+ z9~f_pVl?l>YX5c#ta|^YGn(WZ^MJ-_znF(%sZHNF8`r}7CoEqQTjd->t2mWph!tl= zHE+2I#I$4$c^wZMrzUxbZbM;m=qcjW0f7dO>|7Dp5af$5&;s=mCZdz)G;K?WLvbFl zeaqVJuVOd!uSbpThPjJJ&J;pdWem?8u*)Dr4nB z-Ne;|2f3MF#3Z|k1SJ=8y@#@*gwH?e|1uh3Xm3bnXnl?~+Fa14;s+zwHB!E+SI^x0 zGl+FDoA&X<%#?Emr2WS}0l11Xe?ib|LcUn+(QT4qTEco)qEABNaG(#0^>($#wx#WO zi@$%>EJddG{h0z#1%+P2Napx!!84E+Dm+Ro-=RtY+G-S;bZE%$qUnGE_ymc|ROQmI z%ueT1I7JW#l2FPgQ)%k7ckx&GYf%LW$8fUBaEJtciX(rc&y0gP#q4ghtftyVge)V; z;f$5U%DYT5)>dtNl7B;-a9+Yhh$t8ipTNi2PMK;&3k1!tKz?0hnk$wZp^HrqoI*=! zL2EOZJE-yp7~N0G3mBDw-VH}3&6cG1?O0gucm4QHu0F?;vG3tL9x)EmQwmG^)bn>_ zP6#611@MIxH<~{tq0ttx2Ktru2l(W~yO!4BVwhCrGX~ zkuJAgAc=c(z%S?Pcv?d35Iz*;h%wMHwlC$i=r0NPV^4^<)}_NtVmth+NKoMd-a3`uTljuiI!)m%EZPW?<1qFG~3VP&V9J z+xK_VrY7?Q)!*?B5UT8EzHZQUj!|XM;;z>2kc)Djz{VlBSzCrwAYC0@?xJGZ#ejf; zHk}0S&AntxowcVLKE*RA*e2qCCaM`5Zy$n*o6Kw%ci&1ygq`Ud{F7(BB9dpF&G;B=4jdVezHV(y*%W&7-T((~PD_t4v=K6f)r&bj3x` z7Gg3^jz5O)AVMyj(h|C%^R*Dp=i{11N%RQQZLj zAnElynE|ETY>Io6DF*q*|HZM zt0#jejBlxOP;Vze|5vo&CTLGp8jQWwf+88%?lCVcEW?~o$zU9!n>)E)GAQg(i59lJ zSGO7%l9TCUQ781nBAE&=N*yt;Cn$S0WKa z=hk$W_5iebVz)r-p&s{UC6r6=ktLRCG?Tc!RLbxgPvtBhYQSNV#LC^C9rn0?Q+$*R6T0xMI*8zMmuKf#Qvl$<2k!?E&is_Z4F$HYnHFR@8BR zn*j`~FnyDC=@asF=zC~bVV#o3tMEf9=CbUrT=xf~W!JY&+?jnjGU8t5WUv3h%m4eC zh6|_wrqdtBg zCL!nza;~~%`H?N@ncp&}?4EDk?_?bDpbK&^BNoaJm2nHh(D8V!3XAR#C7f#mHA4Ky zxHLP=WP3ej(Ako;)Zr1JxU(1%Y5XeVLtiKSy_=gql#EFqPBbR7oo(WTI-Zj;J)sg? z)o!Bjj!uKnQfw@@-`xW2yp&&2C-orr`Mo2Dlr1yvNS|msWm*N1!CJUQKTll4V7HMm zQ69-5orwH~$Ixb*PTMy4{*tom;_St?HNAqt&uqO$lPuY;?eu0#ENx1#0?}vSR?cHZF zN2ycLX$b~;<h1vHkT)#Sx10D7m7qO`AU@eva*eE62gYFTEIfgs+^RoMl4vCP=?Ahj)3Io*pz24lu$zccIg>PF+4e&#KsF z;i@4?6yA+>amK*x36%pY#obt;ftTffij0L0dvW_Kc|NRmG#t_^!xu1$4Prh>0! z|3;CV`n7cHCeRUrxX`40>E7skM*@tvURF;5Q27jw+WvZFL1;blkJf8jh^4G+eY?Bu zAoo3p-%b-VBv|jCJWl1oI$j+ebGMbkq3B*QGtO2 zMuix19hg8O3;l{@;i2%tn(;>=0q}1d_bR>w83B}w0`~dMm3;EPxp zyDZ&y&7pi9b$?4Tr#%Zu5xKo{Sn?y9E41+vRW@2TbCmE`H9#YX>xH4U_x6&!xxj7?$TkX0{VkqyPCP9+NGc z0Sm`R)^8&%-HG(k`50G!XviJQ5jFQF&F4I4!E4L_KGY2XvK2YFIuAIoag$kFHc0HJ z)Vx?4nXQ3lsgy{P78(&`xg~5LF$K+e=?VLONr5AdE4wK>f+*W`c``wT&TX5&5^&jDG<=@4WzeWjU4FtCw>Heplwa$IZkH^m3I#Mf~1% zpA3kfSH}Zt2BP^d#lj=;h@^nQEn9r`p@IEjMOMaj^MC$XBsK^JO zkzo+mQr8&lMyINMp*83}zJO7JW+T(~C2}}=PbkT7Xiifz41_C;{qmu2sAb&d%-?El zGutM($BK=?qh)&jHeB&`)X=D8$#nO8_4$xAk(;`-g^A9oPub|n#?3G*m(GirexU8! zn;DhUACTWK>8r1;;ci$7mHouaz%cb5WZmg58$jG|F}tpNo=i~En%_|rcTYMihgqO zb$T`pE^})49#!=C@DgW#{nIrsQ)uXp*<>fwV@@FxA{y!yMruRrea2TTkWWj&fxTas zvI;cC04r={i>pkpji)3jrea&LMx*Cs43GzwQhXAG5F)^6*2dZcJBrP2xDEVcH`M~8 zPK+hZ`Bh>y1{E`BCQYCM2Ejn9+=eU9^70pEUb?r%y^nXUx~!(+JY#E4Yjib^tmO3< z7Di2>@gQ4flGD97S+IS#mIW=eZDeHi!1h*&g+Uc#U- z_bkz3akHX>nNXhTE7o!WHF+kY1Y9+e=m(P%fOFLF@~dzBMC9Ap2_w1(SKaXTA1*Rl zM{Mt~pgM}vORPmQ(AIetIn&nZP zd=Wo9_?8l1qho3^ZX|7gb5OsPEpE{Z48Om)d*aCHIT@6Yl zO#}9%TOxM&*2pXnB`nK2Pjf659h#)N&?P=$>k~{^Qh=GpfN0%{O7x=hgwz7%Zops! zm5y~J1&(oF>>47P@vtRPA1V^30_2lib)u4WoiJC_U%F242GOO*ShiQcbp73OARRSr z+|v5z663&NTJTHeE32ZItWdq%tkdl)@?mUs6Szyp*!+nz?)UKC#oSe z>R3z*rEBCf&%j#ocO#Sc!bHPGy~ZZF_cJq3^rnLE!`SXH(E_}5s_TfT(ajP8m36bc zWgnTG##i;Nn#+rBjDgV}YVH+(WNE2 zTel%P7wma-aV4UXkg_&cnzG_606n5uN?91;Wua=*5y-bKDw=7FUHV` z@g&?iufB!rCPMJBkK_c@Z<<@d1GL4Gus}ya7E5&qcbTO6nWl9Z$JV2f?h#c)rxX6< z#Tt4}dS4z(!&6HtNczRn(Yae{q^~-Q++xfeOU+gkLNFO4(p#+2?TrOu?M&;z$n7wp zQAC5X4-=gnpsbH>rxm>lJj+bdv+qM?kg6qU7Oz7scx*-?O@Au z2Y}JX_O1Wlvr-4J{+kE1F>f}W=?h~GZhxQ19O=?X9WYN;Bk*@L&YCq%ZSKtmla?g* zpl&FETkBIVtW@Qf6cTZZvn_N=AF`u=ne%gf%;RGwm~ZRtwW&P+7u~ zRiEkH>Z zd=?g~t~+KwOrp(9ANix_VB4==D(2Ydgu$*TKOpiAluJt@oFH!C-%qlRjDGZO?yG>_ zunOtBuk1#8`wNcO%uy7khPRxr?B@xQ<}M_7m|4#m%9R3@1|(K?@>#L#i2EL|rI|5f zx*RaDeq56B#Jcq&*wWv$HKES}>LK`$wuwdrde=_R5-#TV_8vt5qt!JJ za0$qQ?8|>J2F)z^;}Oh15u9|(*D@Bj%G1%TD%fFN>M@{7889t0uF=9K@TJVXcb=EuS^ye-eI(fu4E{HMMy$oJ&bVdB7qHD7@C z;4u*~bv;)~6Hx8`?TIC0lWQ30j2X-;(J|lFY+=b5KuT&@&85s7heSX|Y>B?p%6xnU zg($e@0?hhN+ zl24x?ob?`m1`evL!33_Z?t=I1^QWeruM-A*%v<|D4Nm8cKA3!RSR><*R|(77dv8w+ zL!VE@XAB=}52_EFw&-0A6pSv+4wb-%i?^&N_P>zEh1;NNKjSWgJ)`t99! zjv*-=?~U8qHKR@q@SLi+-**d_Vi*}R_%zACD3k?&AAvAemYNAQ7|>_~Y)E=96P|>L zH+|aUr^5uXh_@m70I2}SWRTaKqHc?=3Uo#l|0kykQeLvWVT?7BPDI!Rb4Cm|r^cc6 z2gpA6>-8<1#h@(LXg9-m5C$hcl?ra{(^cIvB;J%0E4kNjGVv8snY|hJ2P=IQxkFnF z@xHIL?V)l6NptJ9m6u=F@;7<1NYlCqd1q0xwnj2B1tP)g0Th$l{iLhREvA}@2cAY{ z>lE`6=eeD(lf~IaqeuR$Vr`S*jpx&pc9P_fiN^NcTG%B|d}b7Zitr9sXfJo#)>BsG zzjkj%*_qzekh{|V-SpSIRyvOS>IAz~#w-8|?RZPoLR?!?`Xe`b(Vz zBF)1kxgslKbCVng`P+XDSf{|6I8+Msn^xhTn846HwCNJrEdTm_9X2fD2e=QO`S%Ra zX|~T=wUG4~)Wz-TKZ;W7*>D8$q^^aTSL>#CM_YP!&q@~uyU|vekuX0#%8=g#CpXco(cw@Cm_utZ~BKg+k9YOaB{OoKGi7EqO!El2?GN! z2OY{Ak#g(k=#{W7)oKX$wl~Vnc8H<_E>2I}3w$%dc{^;zJ`DN3Q53mc+p?lE?`h~e zpDVxXz;F@xsHa*)?0#WmxcjSC_0V5mVLeWj6dS~61uTS@mB=E~t3w+2^{>_q071o1 zUWG>R0X?>eg@Z2ANj;{A5sS@2%6JDIka7_ntMoH1je_hWia>#$!cZ@f1(pRnwKSED z9xCtup|eU4LvEY{!4XZh)+nA?N)Jgx6984^OR%`Tg_yf6zi&AIe)b$Pq&}Cj-TXLi z!!8X+dM}fvbF>dQW|^hS638+^Z@+OmXzz_K zg-L?Xn|r3!bJ%XH`!6MSbZ{hcIP|FZP#-W5h&luLUhTCGV}GKrPqipB_8%OBBdw2D zCtDO#FO_bW78lhh7OZkF%h*jq(-G14?_i&w$=;q-aPa(hd>(;Qr-8DD9I^mn*bs8JoKINMbvPJVTs~v4IBh%3NQprj^3Yf;4TFXAnl{ly3@V{-NC;t5VtFIvtnqGdCtzJuOaqa)lREXw+70K&57_&;B}uOO`Up2rGV>dCs&O7f z#18@zVS&j}C80%~X=Xcq^)29Qe{70~z-o_|SWZB~lPpQgchzgXQU^HL(Go1sOQg)u z?7bs8_zr)lofXu=Gl51Plc&4|}AoD=t|H@k6?ceup39=JmdMe!& zo}2GqTLrFeH$;em4XMIt+K`|`qI@m0?{F;bmStU~4Hys~hxVrW#ThK~Y}Y8E$9EQW z2ws9|QMfzOi}(!v;nd5dLDFMCf)k%-gF0p&#)p6jS2>hG@a70I$2`1gyVg$;}ZA%MaK~K zLNz+kPM$N`hsXEys?s#>U|kqNNThfI%!9bol`L z&3L7OyKoC~-Jz_Q@Ryqqt`%XgGs&!;=>|u&A}rzxqmuQ0hN-yjhbEvVI8vy$g2NCC0-`M;AfGsFw2q6_nN3zo66nHLon*P^N)6#Fxg=msB5U6E zb@0I)tnlvqyGXWugPhr`k?~V;;Z>WHG7;(uRCE2=7HN!KGqf;FlzX;q+qP}nwr$(C zZQHi3@7cDof3aulZRboe-OVJqNw*DE4Cgx9aK_Fov<~vQe;uFM`B;84F6jxOuiSC= z$3Hi`lahUO@(q|`cbDI_h@>MLgfVw+4zF;!XNIDTn=*e- z`2q{&=6*{R84?wH9n^FDD~AAn*k(4Xz8P)UoF~9ay%cheb)RI>IImP>Dw6hv#D$X% z{Lm{>vL6k%23mq=00lN8vD0fUgArk^MFa0FjM6BH=wCLUL6T`n ztOIdtOr2;|%)b8~PFKD#$|c{a(K1Gq*-*n7ps~ z;Pap#LCi^7_8Q*1E$gd{Z}hy-;DvBRZfQiZQWuE={*4#Ra?)c6Sf8ybY2 zFu+2m@Zn_P*`ae*gQvai<)jm)S9!^*kUE)*uet@}>R1aPxTCvEMOMi$f)^w7ab_tJ znA)P0rvCL}_2VZs`25(JqpF0g+DjEv0*n9c)o2(h9_oi9*2pBa>DN_$_{72gPCjQj zE6ZaDfsU8vRx(&O2mtcIm;lyGJXDv#`q~(vKGeaxS2&g~sMMdh32d?KcHOg8dJRUn zo-OIHc7ld*4yqQL0o!E9G+#6 z`anPFw&Ul60-k+J%*m>gV8e^4YVHkq<$JSBMcsA z>a`u6KxZ961|gL(gGdI3I6@|XQfUu26uTkkWe4}7=o2*3gR3r7u%>q9aNurpq^t%ZsF-hoWWGYm$#m@P)B&FW6} zcfZwr>**!=!_MRf45pGa39#|!o9FurOMlcUbIJqIr2JBMoj&E;%L{Znb;wK+#6x8B z+Ddm#I4k#mA6m(y&3ZeLqrfP;-qL0B&(opQ>w0E$qSTa3vn|NKp+8TQ3c!2-@iecq z^PqW`_w_KnRqA`FP6xa!5^#_IFTVF$+#AepJ4D2g4+Z{t_M5H}7UuCzStc`*$d5V@ zy|%|B6p96CKA^bPzhhs~&o8ZUAyjWIg8+GzKLjI~o8lqyzfN>|TwD>1o1Z6qPD^n1 z7*Ro#|45f2i=^@>{FwUhYt|8Qo>$jBj`M}h8$sDb=y^bozrNV|i&@uUTQC3=h*MGm z6QL)Ezu}!EE_-M%s|hKhc~!tfO1m}szeiR;OMto2r2-R|cZ|wh)zdNv$CLe{OMyqo zM~>gB7m(9Ln^V;nLhcNe&3iNJbu^UUXXbC|u zd#e%j4G)$ZOk8`Ur<;@kkTJ*Q-*|obXf2jq7H0x{eaQOtfO0s&KZ6=9V%J9(R~##m zBOI@9B?KjvsAIpi`mBi&uaYx04#cKyBX0|FnC5SW)`qGuO9~1|d`!Cy+z?z}#&w1` z|5~BjftatK!_W>yTV$P@1?m3)GK1)Nf|qI02^HpQJNn08M@rejRU!(Nc~gKa0~h{X zdCv7Oi>W08-;K5*&%Vf2km3_oWLLe(Xw0iu$bAw_wRFKzSHvc}r-yKV!oH0Wm*B^9 znUp6rAFYM05S~0pS|i^d6P|B(9IIz>X%B?K1HW39b1+Hy5pxtwKE0p;m?@F*s6xWeJ_!659z5-KhDF3X>Kk%Seb7d*JEJePGcOkY44n>CqR3Rwzx2r#B9OtY9 zGz;;{GO2>Q(XJ9iC_A0tjWvWFW=dPRV@-(f2Cw-x%7RN9A=zG>2vv3EBWlA253~&+ z?~Quep(JU*HCMfQQob#gMT=&}HcT{4KOCl@sD)*K9&6b3Pc)V(qy^mjn_ zECf(L%rzaql8}?NZ+=>iLT{v3&sEXvtP(iO9Hlfug58VvfJh&{roa!SZg`sK$eq~I z-Cl|HCr{B&AJ0<$0~jgx^0;D*FIs?D3F!a!WO$ITP7>BqHg1IOCgUl~>4{f998cgQ zfs3Qh{aALAa*ON%3c1jT{J1+vW7{?fJpteC?tkLL76$S24ED_J&s%cUS2F*R`^xN< zCg)y3wY}%<)q?Tgmag7(^+07#h+n4E3d|uK8$GiVFK4+jxs7EA=9!Pl!bI8foWcm# zyeTFsMPXn^x$6kH9{%D*B?|7um5V7_{L?`pCt8Z|{lJ+}egu01npPH-&}n^*ch4>1 ztxpg6oj>xMo}pVTw0PW(l-&vNFLItc+qObkBGyZsq_JaX1G|LKr2TKDp#1WPt`{)y znwU*?ku|+Hyzp|9Es>jps*eLzy!IHfFo2_NllOAOpeokLL59T9K zpzbrOxD$Rb9v`v%DYOc=?s$sKe z$?uU7apRQQOZJB0{%AeXA-y9OR8Vhbom#-nNB3+;cluqp=%11)l-RntLcmW`=+60G z@hfU>j1X3mTmVCVsrexQj6-kZC1vB)FWGyKrklH7RW~TBIyABH6EO;Hl*)83rFq1| zC2veV1Q*=2{fWIQ;*r67cFY7mQH3mAx)C3QG`u1bHeHU2| zF(sSzZ-zS0fy2U-a0hBg+%&3yeR= zy5;N|{CqgEEu-%BP24sXfosrD|JsMkA=dP`O!DNnk&dzL-GguMg~wOduUbSwj16R8 zc0|6N7gVI$?WcE=`5*4p?(P*>wXGSx(&{wsTZs$oO2E#Ejd<`^q!o^C>w2AV13J^QDn4p; zV7ZDRde z3zZe#=79%p3c0aeB)L7Y=9^v9%V4ySQ(Rk$s{v#W$Z*=x$zZu7lNL}?pV7C?s~>mj z+krv$Zu1&wbQ}{HJbwQ}wZrM=s5iZ|Y5f72B!r(jCuPMCgk?(w_vST_QC2l?q)O>m z43t7HH5pxe1wzR%kqMy*_EL5zsL*J66mFk&nAeuCZS)*d)$ED74Vt?32B%uHqp!nB zr8&OU5|NnzO$r^Z_;BfJpukIkZi&b(l2$WfJ#m&{OU{{6OBe;>urojs(gtju3H|hK zhh$edQS?Jr6Cl_{nfu5;)z@}Ac{=~}H^n~}#-5(tw_aX`h;InSMcMDLCfKspSZ8t! za@7_F6A(B60nof=$ScCP{d&usZNekseQbwI|9B-Fnt%%qtu@Ts56ddlIIzm6QW7sS z{==V^b~YY(ek@G^HkJZ`OjVm>kG$_%9An~$5<%rKSwu0P*B)o@oV`$6-=JxHBRFwV zPdkKbGf21`<3A)}-Y+Ni;Py(aMouuUgQ1Ljh5z&vdt3t$){{~RaV`0+r-OWZh3RJr zTl)nd`rE#jL18!w_8Wvdw;gOD=gzLwh*`rKCaT`nF>67r{(*cvheqd9&G$2#CF>-N zk8BuNG`y{2wUyiCqr~W#r^>CMF_d^6&G$3-1*y9f3*SEr7u`CzCqhKl2mbL4@}f5e zZj9etQ0_V)RJ0tEidn9mXK+_o`evGP{u;yv5sODg81FFBN;6{b4hI8jC|z;oi{A+JuR)&T7!3uE|Wp3Ha_;JDZKAbpY{IQuh?R40ZpdKq4y$Zr-c zk0e;hEx1U&=28-t2?83DTk$r+?nv9aDSuX@M_X3NN&4*MwOWcj9V&^;5eO5iBK={I zC@o3drqS34D71=nze%R?$OfPDI>Wz1oa_!Ma7B(bZ1dMh81po_EIJtvj2?co=4onb zg&A8lmCN-b6_zHS=IY9KYVJ3I*k?im-tG2FWgXM?Dj4yBp>&7VjMB9T>ID~o3c973 zx3ONUT_PIjF}qbH$f{hI(naNq*r7TWaDzsgJ1<>O;aTxU{Zm$*fxC75G6;`0|XaiFtzeZy;u#na6qI3+15Zba)5>>L8k<#Z?!bNuLk3d)$NhdVTW*R z=BOB{e!F|XpE$GV8Y`jIE$(PWuPorb>I&|TuoC~ic2@6^eLtIw&#{k&E%K?*@wyjO zi4(SJcDBw8M0UK#CP3m}N16vj_s=m8khyg8P$OCj!3WcKS;W_F+B;^);6%gk3k9`a zy?AJ3l>p(9_^GCt zyToQkQq^EC`2qr|K2`50#x_2|30f(vM|0{qym>M_-Ta74oQrjNvx|c*uffPHBOQ)5f3uEs_?09u5ttv2uDV zMRO+?P(_)hR1qBCzW6crsX94}&6o4+aqrC>0^yrdnV*bFat_}S;|cT@mxeCD3D{2r`HYdfpP z3Q7#AI~K#)H`Xk35M19M7?mKMDQK`9v+s0r=*Yp_PvT364SmX#W&=gFIqDxPdM@kP zK9V{L3ajJJhX0Xk@XdF)&$K)nSg=JA2DtR{usznj1h{e* zVPvfVTjoRG3olOezJta+j5aAdNm}HO?LYm6eQ_*KlwNkmXu-TxftiIA=L>{s0)a9{ zDS+0LoHuW@dSw|miGN~{L@~8d`kG&rMyVBs%OlEzo5w@(Sz&tUXR6S_2mpA-vu%yg z9iAPI)bIBd6(3?lxjM}A^YwpNZw04oFcy^0eV=DQee^~a<_9Mut#y`pPV1prfskW3 z>+3in>0*NcJOvJr_6gAzF^9=}Dby~)$(|Hk(<;3R3D1K(0{_^U)TWy1t#I|N2MU0o6+hcLy{@XSZ4aLDvD&Tv^h(x-!OLBA zrW8fx5EU*J11F$`VLylPAyr9fNl)Ygnr7%j!q2YJs|07^u<#*)&Ru5{8PWG_uf zFj9gu;C6Z&&Iw8!fZ*7)tbf6nk5D6J74O7fpUZMj{oj}P5f|N~$-Rs91UJxl5rO}T z5cD(V_DP-u9UU#mdD=LY&jF>*BV&YB?GKnKp51G_Ph0iZU!%%;lTp=<7#s(|ckNwk zp5#PPO_GkH8oRPq`x?rz?7xyn3sJ~?>}<-J3Z4aAd3`G*+<@tvd1mI`fn6=`Zj&QH zisF(uXI*Bw0U324t8d&Skr^)o_2WXPbbjAB1s^@K#;7i>DWOxVmH%_{D{@6Wj-HpY zmGlU~MmnAnfj3Z$AzN^ZI=tB}QmKqbt1H=bo}Ff%;=K~NCIWHybH^FCyNh#N@bomO z0hdZ&r7hJ4s5wJAijMz!boYLu1m@)Xfc3p9Z99FZoLA-NJF>=6^PXPoMB}M~*Q;*l z6MYPUj)4}DzLQ{gvq|Z~OWhoPy7r~hh6VZv|K=>FGKaN{s7I+4inR-Lp^&lni*W4h z*UW|5Z6c+93DF33B?Lg8QcI3EoDvaK_y$ArS(>u8R0hszuH=XIm!5Xu)NV;7lpQ#J z-Ezx(-`a*E#3!V=s%&Z*&H>Loc8B-cc(>mG_8+HM#n;li2wH1_6fOU3qk>+I2U~r6 zRIk4y(z2I-;GNX!`f)G!ud>j3QKS7}Yh~vYr*PYDmcUDu$+qsmb$nC$@Sh9XL8^&% zn~~|LdjRC>tB?!ezE@9%^3r;v?&0BR_P;?+tm6vvSm|af`(klRYP zHEnBWkALCinA`r&<=JX#{|83zsMP*J zBPD=TQl~3T<+rNJocaU)l7KR6eQ2btqmI=0;Eis|%CEIKUc29@*D5x%(I~2cz$D8KTHM0tm^()lGu&6A&rI8s zxK=DfQAI!xjaz!8Wb?r8lsq<`+L0^$a_71l^nz$+@7xz!u66# zdbJ*4$Kuk!lrXpV>U26XU!4hjz6%Z~93@0y)Uc3ruV{1#1rqoL-llRn2C62KI2ies zRMnfVvZUKz=_?hlfL*veE(!aT$>h=%&rI?zv^}yV-(NSk=?W2{VjCi$>pJUwZ0i5< zB5zX{^r0gP31`y_Ea)JuZoIMrEhGJnT~rWeDD^32T>e@R{wOtniO)}{q}cb0kI>VB znV#Ylp9jh_5iPjwo~V2*{^*UOR-GFFN8>erMDRnQ-tDm?f!snN__rjjjg9Y2Om$)E zSIKf&UdnvGKz?FFwV^v4N#SNpEbO#7PaLSzAO~$nua1}1Hs9(p z<{;9#U7grL18EU~_)U(*hc#s~5J9q_U=8LOUAaCVoH*0DJt9=I-SsAACrqEcTZRZm z#nA#2g-?(Z^b{wyVWtiElY<1IkS6q*GIDf{@LFRh7tKp0Is%Z>D!@!m@dtQhGyp6m zlE}UXsay))JXFM6l%zge@~#+lYE|^<^?p878RUdHOC^-wtn{F1;56HtZ^A|LID#83cdaRX+v0;$-x2s0(EP0)8=X6XDT?X&V{};VAWcVyyr?vQI+JhC zOe_T6YKL24^A&40Q3r7?9yhsVt5tv$fN}}xSEr6{zqCvsV4pq>e=!?gV2t%-fTE^8 z;-5UuNW2zVz}WzP35~AEx(6l?MH+X^6ZOM2JOysuVuf729{z4T8NL7ekK1i_>eL#3 z4beJ~GSalAp7zQfvD(Hlr4UMDYf= zq{ycl7@4Yv-^(lCWuEK|I!bAn4yR?-%-ny4JGjW`e`mwgJXUKtD!-4e5a@pNZbEzq z2V+UF;yebjY$UsV9wksZ{+b2U^>o7^21womVZN^Yf(e&N_q)EZ9bdo*l>nUpB(p>Z z#roDAXQB#1)w2xG!sO_14=4|srO;aqva5jI-3#p@15xO5Vp7e_JZJjLP0rGM5qWJ6 ztfiPQ7NK<0mdtOjtuTsdPCW136+3?nvc!!#(=;AW0(#C^FoY;^>d5owD#b-X%`U9t`-ZOH`r_JJfb;OX)!qs!;3^2Z-i3Djm*L5i`272 zDh4bw7+@&Zxm4;u>RC>`jF7~&vjvh-Zp_yQ`z@A6&gN;FqXT~tSn=a@_!ng)=9AQ= zChZ=zZbO5#m*T-hl#bhIzKVwgCYxEXjOcYAjYCt-VZ#wk5>kgZP=L-Zy*17MUryN# zz}z7{ymj0&Y$JVlRcZ7XXqgc_NTKrua>3`y9-PU)yShDN81NTM5`wLHu>aDB|CTu? z*tb^wbm1qQpgoL;+6=(LlH3_vF_3jRa6}{c!S)Xnqej+Ihn{^hb)kDYG&!FP^P zwN}8qks6G+exJuqKR+lZObYt)frg&hp?}Zv3sn4)ZpMf!N!E`LUfdfUT=u)#si+QL z0os%tBF$tR72ejuO53D43A*s`MKtW<`;a59Us-mnN#*n8TWiR_sZoo2jQ9YoL(FO5 zR3CBC{p-kO@AbmXQHTyZ(m*}G2VjXdb_#N3zLUm=y?!Q!@IW4vg#YAl?mqU&w{4z_ zy1VLCi1&N*tex?u4v^O$JGR;^=tHewLw(g26|S4?gNpAul(5XxURqyamo>Fz80N$= zqV!*y3souY(bmI$7JtI-0@_h1st>UrewjU~XHmBQ;5wx8lS}dCAow zLDH?BM$0^$ZgowEZ8I+Wc)sdmj+}orttjh3x|J`dkRX;^;`H&FZB3gDfE20|EZL6PxS^_Q0uNSh)r`ZpRuw>U*-RPXeYT=K zAnA(<#~!v{rn_6bz4f`syWD)8Yr$J?d`8aV||3w_fRU zzd|_Yq5MA~bA$cU;`It@DN)EPS|&@|weTeY5Hu{OwN}x2>@I#pRFJY0Ky^M;&S{ok zF<;))#<7Rt)V{M5TyPzjApw5^k0Pc6cvr4EKU|Ulr;8Anrq1jd!1l zTN}BaCdHqpAwKvbfBY&_g|KZruw$;g{O1;gyBD3-Q(}j?`MUmB{dNFQM#NKX^^3#+ z50tYSGxlCrkpB0B;vhz?-Jz=rcR!%D(}J^ zQJihef%|1VY%S%dB1jwsI~WoSKFUTVxyyxeTFKMt4l-8e88;_Xup=;gAqfr)8OYmH zF|D+^#MUzH&Nb{ujPHq(zQ7PY#9=H@hhavSDBQ0sei+j{Ug0F+Or;x9~pl%-* zw%DJ?>{Nool$$#KRLr1AINkqKX^nU|zi4ddt+k)Q`y$DwL2wnt?HYHmWXvshY6O9^0u>9e z4fKGQ?GZzm&;swhm|E!1NlbA??zjo!rF1!sF}Scn%>Jgtwhp?Z=5ZvOVR=t(80_x< zkvZU(rSE^b9XZvp{txCBTpRtE)RH3+s+MrEMjcgNb-w*snsXfL+5D+@aFP3H{+_$WZ>4EixsCcOGax_LIkaGmrK@HJ)FXN z6z&ut^;IOYj-BxKjVXS0gacBYx+0qw&33{=SgI~H4I&R7>c2$pF06n<+QEzs=h0E( zes&T4YDv-o_P%Sxw-l?0Ae$z1(08x**=+i>MUhyEHV+*wKNEE!UWG>hDnou1X{fHb zfl@l{tlnNBJUj_~gPXSw>nDtZRXBKfYPnc3iBWq^Jjg41kRstbHabLa&SFB{vPA~= zW;YB{AeYdAoHgCW@rM1t7P}=wt_;(C@aKY?_adrVqBwuhIissV3ByOT-1kRUUEoON zwC}?Wiux1FnWGpmamAkeYfh+a!IFxy6Nr<1&&)-(w~@i;u8KS9gn?`6Ft3FwuUfc< zJcG^6@$5VxdK$j8KMDXt8s<$Xq8ROKh@4+aXoLX#r;_kr8gc~(D~f<1-3K0QBUATd z=vPL0TA6ew!EBnkP=%@%QoJCX^pztSY34te=(T1h?_U!&+Z#npb&Ny^UHvg$Gqtk# z@bSS36?w7e1W~QcL=#HUQRf1{?piiMB7!E=-09pVRtl(33AQ`DN&ruyBhdX-Q{IZ> zUS$m-g{l%$iVB#Ffm~rL;-|x9?kq8P^6+Qe2GZ;itL|!I#UYKf^~=SB8MZzh^lRD1 zOGr?Ds}9Td?E+L*L{+#X_=mjDm_Jvk!G{N&$r|R`<|+3++pMq_r9WEQbvv=o=3*Lb zHcwoUMav%qj60J3mNL>YZBExg3EIFyF_QZEZDdxL-Mi*eoUN^9o9gNt)~X*D#7jB1 zF$fI|w161uEZQDe7G@rw!#D%`bXDcN=6>Ejr-$h1f#^T{se3vAiZt^_5*N+ldIOeQ zmucfPQ&z=F!GAs2J;YOdXMdt# ztT64V(y);z#YCB>!+R?QuKczBz6i*5hBal)gyvDaQR9TtH5g*wY4^WEak@+>wp zJEP$AhQ+rdKDR<~T#WWt!bX;ax&Sf4u)XC)=e5`o=F^-a2Z!$& z1DO(^3OYTY~TJ!cgnIuAv$Sgi=AVc6vpEY&0^Ns7z}XAt;j| z(XylWKgZkae1sky_!LL)nLIhkFly~$e;M6Q|Kp+cgN31B^@}S=y>?u1hLlNPxH(YP zg{we{xMYT^u4avTDJsh*?y(iZCynTD#8W543brJ-^N7L3V)D}N;aPW>JN$Im7d>lD zY)yuWG4XV~OqUg-cB;HmG56Fr8t347BQ%VZ{wn^&SMHW;Z z`@q^msc=COPl?KO4Oy0bGJ~jco*Gulz!Q?+nQj_iKwlONcZK_g1~>}}TtmFmq-9TB zZC(3pZ?i7DvV=!nl}fSgA0o`=rx(`Y7z&$4<`&J6Ve3@L)2)N~Y0<_HgCJgMbtxL?e3eAI*RFS{elxuSLz zI-#U@={F1w!KzXRlS|6dpTupo%V~BAwC+1=gf-vF&m&o68R9S4)4 zI%@*IK`B9tiy82742Z9Pi&wRIqM5&Kg)zawMnxyPvyMv|;NLv)13l|x8rP8U)~n2m z~C_;kBCAcP>gQXEZ8f#;+H!R z^gq`w+oG4+y*qBWAqneRkC_c7{DXzNrmEQY#%X;bI`*>#aH;aadBbgUq-2S4IOauLVCscSK~R1*qrct-Q;_wGb+n+nqw3iM!q zo9NBx1!@PC)fAHzhdXEh)ZJVboIvLFW5$k8>v6bji0ci+9NPreUc0X2w>T?b)gVBG z?$=aOyI*8hY4pU{SN5imzBVK{lQvP=Afn)Hln4M${9*ER)V*=ZAPoc$NaK!xxKg8} z_iu%{ZB#!{eXE^`URFR(P_A=&;L7^GkA=zuM8Pzb{&$;3i1S(7Kc(p`dkJolnZx>e zMisJIS0C=n=*yyAk9jz9b{$$tMNFc-aBn0yR*&^XDf|DG|ehvNHZ43buF2+@P~INrX^*&GGh1_5%?aOB zK9n9MUIJ1oqKbw(UUCqh%v`8^L>{u*U0wt_9|X+%N7HxRM*p(BTKJO3Wm&1_@4ZRHq! zKCaOA_2{#KYmYx=bgn`@*EV%YV67x+_~iV4RPC z&|k8etSJ!VM?iKZCJVAB=7&%j#oZy(@ zsflQuCO`TJ4fsY953{0|6kJfpuZJcg2qGBbBX^*BVr=8vWN5`zWehKwhU(^P!IxH% z;6u0l!YUEbIV8T!K0qvXnxf#b3Gs@4O~F|TTR@{?M@{WWef}KDKs78~R<55xRCKyA zHSvIj?C(UV+N0MD;H<)$hhZLLYA!0o%q_>VZy{=!wV^qjB`EXw2MNt1b6tvr{&H^4 zP+YXzy^bEfC6X`u_PDQ#4B7f;a4lV}cB9dFbiw;$v!gUQ1*K-;FqLr!drnK*4K>7$ zxY(><5$EH^^DO(N@{tB4!?%ZSC~bZmPWtM3BG~1q8yFOz79ghWirHfuvb8eRb)3T7 zl0w=p`jBOGEw%`NnP;v#n{xmB@vm<}s+1>M*H}Rs7z70X0007jCTK$KIWSswkpuuhj1&OC^1oAO2PaEAb9!?pOA|(VW+qix zQGF%`Mh*rRMh+E51{MY;MtxRheNHA07A97Gc70X`W)60?|Mx|G8$%;g8)rHfOEcdL zQw1EY20QZ%Krr{9ZfyrhJHn1`@b!Hp8;9_HEGCXY$lG8LXuP0q;edTQ`m^1qs=2SH zuFL9Hx4T`{FZb!`W&nc!9*hkD5CkyLfBM8e@W(OK|2vOzuCIOt43O~q;vWPI0*vtM z^lA_ByG;JQZu)z=+RuFCFZ`O1x%k&{>W{;Wf(!6Dz1j~6DGW~VbMmscA`%3k;y-!s zUO|ThDDbde`{#MzKJow%_J*3p-JBRHy0 z?QwjJRwshNUWrmbMfrNcxb{7XC)B0u_`q0=c_`bUnQ^_b=hsS`2Aay!Wu<&C%s?gN zkfN2)g?XfLk`T>)F8vZ=>0P4eR@sm3DNG*PGYZV|s^VRJ{`f{Tep#3fMDOxVP)MlH z%Zy;14yWk=Poy?`1K+M4nv?K9KbGu8T^ns16$jV?Wk|XL-7#_^lBQDD%)7fCV13X) zzI^?LAAHH4oLrCOM2Yrf8fq{+`oG)l>p-I(?0y}?$Bd6OH<`D0$!cw`e72AiN0S)_ zR3l)ERxY@4wUALNV1fHqDi1mBP*);mK$N) z@r*{Ld1x6|>A?6C6GW2TgoS;_IgB>tKc67ObWh6lPUB z67G!2h(UgxFmiznUdAp)5jxlq9z`U5{vyF;u^lL+Sxmo~jx=*Rhiem_od-tc>vYpT zTD0RqF|bQsvY!PcxQ7BO<3YV3zkWM2BxJ(Ei4{-vJrhaA;rmZ^s7iZWQV@1*_kIIQ zv!^Tb)X=xG7gia`NGg1_ix#|*5I-#$dkk)aHjPIpw!&jmW>V_+$_T7P3hSE={?pgr zg;RAxF=uD<;v>udmY#hMFJz0gGYzYVl8`TaLeWo@dE%uhgz-a=L`hibgbeJeFzMr~ zQbxPf62qH#-+&Zl^iUr6KRb-ne*KEQ)uDQth2fvX9dJS!@t7;TYkYJnQm$<)!I~MK z-259Q(UzuA zz-ABMf}jFO)~^8X65U-ji2IvKy?`_VrD1v_N9Sb&@H|u|CRP-v<0L4ivMcOjNFMSE z)v`!`kQ_@p>cSw2jcG*sM(|NBv>N1 znGOPygG-LtIx3#J&qNhrAhdQ-ou4MMO;JM1!sPn7^bt4L(uVH{-}aBowSn=s_>vC< zhjJtlg{fLU6yP{GVGCTe!Xn}1`=lu}rfV9#t^^wDJX0M-QuooPn}*9~fSSA1Th1$m z3I;9fA8uOdWGs)4TRO8Bx~`&wS=P{Q^kG%oQP*jN&)gua-X}B=_41If9-pxq?94QX zYa==ccJABy5Vae1HJRg4ZJWSCv=~a-eOe(k965DT7`MyzRfbaKJN1rB(2M$_k@*ah z;Q2qPzB|+lAR-Nq9 z@R1e=7mmUTnNyGDr=t^7B$N>~x^QbKFepFJe!3o%Q*TP0CD5l%VZeV5ZaWFkW;j;D zlxoGsiyoIRZExa1>hlwpVMf9+0?dl+@F$57-N2KF!8J9IE^6F}(WEWGof2SKdjj4& zFqP=*o~!9fsvZf{Zc{yDU)7B7U5**KH4un&yHCzH1Isldw(Yi*YDA%v7w2%)L5<0Q zRSZCgP$n2i#9aO%r~O;8jnLm5GfK93@08QjH37R)yE3(NfID8zE*HI1N5tA|=Vimh zNhc}ZvFil2(&AWBLS894oOp&2>R<%s$wdTwuWjmsVDY#zbg-1^TF+kjV0>Df@%$C=v>Hm2yZyZEsV@blH>=lOrbT{dbXil%vO_#b4e40XU@2d z5DJstxO|dNwu_;cbBtwsTNV4bBs$%c+0U1=(l)mhqas^ft5Hb$lBG*aKBt!&JBt>x5bCdI83ZpWHM8Xe?7!=sIHc z#?e^m>J*$xYJw=muq-_HiF?*sB$2B(6*%zZhfLmb(@r#js^eg?YMgllI#Cs(x z%fH}RyvanK?zzIom>2tw^vj~Lhhc27JiVFP8Bu}GX>_f6AjkWOP*%;gmOdx#0u|+M z4lM>vWQ{jwaFWRMCcxFFsq3zn&_ql;{HiQKCa8}$^jCJrhZe>!ny@AkU8uf#3KYvN zSN`LHLjw^4qeexeSJvB4W8(@SeQ<}t-j&rAnV9vA@_1e;k{2H?RHWMr=ia~nYT7uN zXa1n4a;T{OMZdjhJn?-^kpoPbu-zeBp;BsHXwm?J-ob zf4aZPwxis7FQ;cuWL{Y;r5R$=3R+-Q>}||l!a*^&`LXYBK=qk}?!E1c^T~L=+F9o^ z$1WmNT39}itIEU`VKX(5n_-~W%biOF;p0(&QtR|b$P%RNjC5N>gH())4|vHqkOTIL zeW=!o_IrHeo2{Pt^A&-i*W72rCX{>f%V|1R$S8+v|v1Yiz$?|&pJHq*4X!}9Z zSYtcrvKXG@N);+zLSCS^< zD&HSGX+e%CG()7!b*-3fR#b)T1Zj>!d zpJqai;R!^A|9eNvP3wR#NwuZe=_uj8a~uAKto0ctqmogV%8wcB)eMT-V965-$dsy+ z{WRWtu=WKXznk8@q^*_Y5F5KhGdb`<4pQ7WYT6~vw0I6=<2*& zl3eF1@zEWbh&EzrnD@Z~>Qb`vEbn#Ieaj6=&Qik0iFih;xhvF3jK*WC%+mbSjO!c! zZ43Z+gKzrP%nMO549n}v`J9;xKzj#Gmoca&&!oCR?@sm&QQ$H;7Edj^6+!^hDt+vj z=D}qW8jUKvqIG zkVbYizEGu)tE%3r$Vo*Lv^6_8OA1?79~R>y_qU`EqP$dyh=>W zBkNsU2K3;t0aSaKy-XJMZ&J6GfH|%t*@K9`?9cGz5Jvi%n~9hk%NN^>O+FohhYN@0 z#5FD$il!lYVR?15frhkTF9Jekxc@9uqa>&!ke5-m&s1cBkkyAhfIho7Q#_R^k?h#V zd-%sCPFOnA>nlJJXv?!;Xq*MJRN$yx92#r-AR~TW52wb!5C!IM@Kn^?QsfTQ@@%RF zISvbN!2743-6PaNVTT9N;(=&t@A)Viv@c~**MMzatE}TVqW3@ci4x^LJAUu5T9Cx= zhcw#P6N5sRj(Z4-Z!mupyt-4AJKGk#>9d16Hv`Nn8KoCHJmSBLr^g_s*y!y#JyMR` z8kmG0y>Fi6)cxO^?LaiFO}C8%y@i2@fpxJg7f)J1MCUT=r$|kWkqaP_N&}XEf+QKV z3yA29gy*uO;9ZPU0Jt?l_&;N%tzn3(S67PU{gby}FI?Oc%hnE;BwhBr6y;4Q@rWdN zzG7!4?ox$!h!(e7iEOGd2641!ZTtu)2_@nCim^u?e&s$a!twmh{k^se2VcV2M;Oq^ zR18I@>?8KX_>H>qr5|zifrbUjH`fLu`=Is|rxva`379t3idoQ7S{dkC14QL3V*_w` z&S@C1F|Ylj9B5t3Z9P<;jHf3%VSjkJch>VACPi%~{eC1(dZJI}>fH)e>+6TRDIY=a zwdG&;iM%CcT=3I*{{Z&fZg^_dn^`a|yV0wqxE^as;1~&zX%TiBkd6sPmVb7SGm*9* zv(tocQ@^0L88D6ZCT5WnPlVxGplH?R)_ESU<_c!i^ zs_n>X;f2--|1a|~{Mm8zO`iIZ20{2SV2RNl0D6i4(NH`EB)V4qM?!En<2qGdaUo$0 z1Epy@rdpI0?f|C9>z+tqlHlp1UUeo-kv<^cFp$dCUJSSP%^zD|0iE3867J|e`y z3h4{T<5B@4Ql_S7t<6`ISMw;HFL@uC(-e-6fE}WNOHYZI%`xd-&cg5Yngaj+P(knL z@4JkBO*iPpdy`4qMLrFyk~S}5cDJOk4G9zBGvbi6KaWJG-Kt)>=htm3DWL0&#%UAEk7^v=^2e(6k_6;?aR?ISA5i z?(jR0XhP?XB_C)%`u1IPjgX_er;#I*j=&loHAl|-eGEf@+~2k+RF%wVU*`YNc22RP z0705Qwr$(CZQHhO+qUnqZQHhO>mHxEGn?7$W?yz6wv$TwsXOV1uI{R@{<4>z;6C7#FjkA$kncx>+vhX5pc-BK}YUK4Ad&0d_tH8*|PU`K6^%xp-II1xP$Cl6p?# z4;JbU>4PRZd=D`^HzXxjjl9aTGXMd=jem+o58mdOPgJqWD9xygkVUjG4tlV9Ab9b@ zo;H&cfXmE-((p76cIpNUkxTP40`~|1ersggQQ`r6CrGhsu?f36o@DigC~NQoG*|rt zH;9zNBNJX7VjcW>)dX|jhb!TO5qh}$+BIMiuvC6Wdsp4_EmF;DphN5#U(Q5GN)F75 z7IE;!@z%%b%`%br5s!q3m)F*p24gCN-U>oEUo0I&R*H^**j`>B=nz9m3kIQq?d?@_ z&CB07_;)R+hOO?C`Sue<89r(!nydNTkqer`1}<>Pcx}wPyxF4dBzk!44Rv&ZshnO= zVk4^i{D?ih$CRc)BxsLZPxc)Sv(FYs{F_F|HJ;CSi%y-n%3(Xo)?$^%8BvEUbz=oy zJmU!F1YyMx6~Vv_A*e@q*r|hI&OJ%Nc!95{I#ruS?3nSti)Z)DOlx2tzCCFVr+hkys0&G?d~ z_yqi(3$|W0ce7d(NWntb*1+yp9};i!XPHsO(c_LZ5yQ#oG5t1>t{a! zQSwt!vQf#!w_mM)*EbaSv;J;FQ%2>+!)T+3Kj9&nk&UCuigA89W(#*&HFgp7#`M@I zwk<_i>z^M&KtILyisx^6q_<^zX1rej=n^3hQZO%#dh_kyx9-k{p+6A;<2HA3pCt@e z`{~Km2pnDF#u#w_Hhh)Pa~J>W?!nlV2}$2FPx#dj3~>ND!|Qu$k+k>DE9nA;iAP7#)=bDHh6> zUTj(h=ZvZ#BXQAyvx-4RmW{gjQ(}?{nL0zTEla2kYuz&rfruZN-LmcV$P zt!3tftCU)qVd`9g=NeQYI!(=fOvAx+0wS~7b+=R(C-N;nWiP8R{ z9`1__jZ_S72~5}nNY;(yTF-9=Zf?&MP2IM_J_%zd>+L-a?X@&h><=JJV@bcs%Iz(H zQpuhPO?|YTu6jC07D+B-au4J*2YI1x&-p$vGf&*n;Lrs}NK{sL-7zjIy696)S{WN<_zp1zv!Q!mfDqG-!EH63sySoFTKS8` z$hE_Bm<21+AE$(NSlV?0I?QYcdlc}Y_rO_u#TL{1Rmp+LW^6wO8j}?zJh00z9TL&< zBPQWRikeyV&>_#{ySE&#+dMQ02l8??3>Kese9Jsl7S0BH`HVR;J){h?`(10TJs1a{ z7s#h^ER^=IMlP}Bxnj?wEaxSlm&}nhTv)kA$j5pf!+fb>->>isUK&_je=S$LbSDxQ zt71U@GS2K3!AHxMTbd2YmMLyvAAuQiW-dw+hiyQk2${Mt+u~})%?yH3JOa(eEqZ54 zVZA@^z`h}N^X>7@jdYbM!~He49$)_CoQgh|YxuU*e;hTA%sjBKhTf>_fHr2wMHwar zQ_h*u;R}_Z%*bpwo54bbRM0-zqLt}#5;c0%jO1X0YkU)e2ZJ;Zw-c>bu^?@%1_wemp!2Rj zY2||{#>XrGn;4pr;}^-Yuc^@ND<;JloBgMudb$MRE(zM079wx3Gd8!Ue9!A{R8_+c zzv(Q4|G>bnoes2+ZF0aB$(kvW^JhfRR8K3yR!<}KVPW!+?J=}3f@}Jw7wn8|si}NF zzMHdK0k!CcsL8s&!f?{Jwl#%=h|q7l8rkzPwSm#V(mU+nI=OnzLBfH*CjBfWtf`%2 zPNfm_od7;nw3O~5`ANAQVkG$SH&4c%3FsIERuK>VG{{v-RohP+W^sxBO=0kQm;-C{Dl~+)8 z$Y{Bkc}-=eL9WB2zc@k1N=@g*B$e1;;o51d z%t{2-t>^^%L#)uzwlEFWf2otK5jT)vDN^NnBxn5aBoPxh(!jau^Di)S*Y;5i%&`-R z3jmyc2aB3>l0lf*o8h2C8XdeXqAJb$;6*MGaTU$z5|ID%^&%7VBurp_-jrhO%e75< z^&i>tpv2#X5qV5vE;}l1>Xi8xH!0-u+cuV1C07eErpp~QD^G|qFKQAP@(|NH6SBG! z*K-uJBljCoboBF%9tAjFr-P9p^q6kH!$zj4Rg2+ShwRdWi=a)L0vJbiQ7_qygq|Tj z8$}4gd-UCs`=ANabGifav@gntY};NeDKqJ|;PN9Ez?oLKpREg*acPH{VNGT?X);n6 z2JyFI9rnkgczEKEO_1^TXDifxa<@M{&RzETfVu|OStZZI>m`6QXoL0dK-pPq?3oK_ zR|tLab)ln7Z@wCcJe{e`*j$22M8nF`hGeE>sH^Q@_4^%Inh7^MKKmbXN&8z(!RpeA z(`vG3ofDe<)(k0kK5MA;pnzlWMN(R`d*wMx+O^_*&Kr@HC|ZhUt}0RuL=++ALD&>l zBrVGq^RX{(R8P_O!`1)d@q{lPACYvCA+OU(rSkQ)q*YJPZIdl66IlAzppy|duA$t; zA2{v|NEPryFs~ZO55dt3f63xt6?g89d(kp79K!2_KC%34F92wi$Oqajjy0;BcqL)}(#4e6O=4rZf@H|5 z9{o}&6%|e{bvm-cAZfr@pLduY*Ze(^um6gyQ*vg>z0tW;Nho0G_Vf9L1FPzToI$`t zydNqsO#QJ5Nst}sit|C0IIx?OX#NcpK`YeS`eKpWSEf=ObUJIll*5{w3N>N!-b`Et z{o}$ZQo3%Ifr0mT8w-;+RVs0k1X-jBkicl=mRmB`C6n@ZR#R$72qVJ6zR5|BP=PwJ z7(6A@Vjk2#Q8PJJ7QH z2*i6M0)x|4{aC)1p$q%aGE3lAsLbcTAiQ9CgmYsPa_;dV+D=~w^*~28+xdVK6%jVj z+%@HDKtc#okfPxki)@`-RI{!Lc3q9QSS#J9#PbKx&02SV(JK_4*Er&Z#Z3DDU_tP0 z^iWxvWolKE&p0q12MIJcrlR{TaD;lEXBixahI!b3K7paWKMU&|0(-s89wstN9_6#r zgH$uB3`^tXA^I%~0si~UZ9S6at*W@Vf(kPO{EhZkn3P~3u)|qCp6CZ#H(S9u=&GEB zFyXlNC!cWMRGp{s7oiKq#hEr)*g0nCM=M0$7kVEcG(3j%)G1+9j)rsSataLzyT`&2>;=Q=K8a!%}(zq9tv zVOrJ*0z-WFS&rfoKDLmf?j{tZ(>Jj2_pU7{pV=@u^0LChU8#7Q>?|}5g%92s#BQXu zQ>YaS2VL3~XPsjh6QyHB|HiU}jgR(|KqP;iw9WIY8boQ z^f#UUenu_EH?$PHvoQP8UNyP$@4iKK&Rm#Kyq605AdO)8~p9 zRelem#GFPZ3Owccq~IU61axLC?J3?!XEi7EVBNoqo)wybRV9cFCT)0Rd@aQ&6gK5j z=@czy4Kn!5vAki4R=K}?Xub`NrP@1edB^oefc;gK{*woq~T@;e|_2iM7@x z>-EL6H%}ju6q7)r9%rPyMC)z0lZ5%NstMn(Tq1yVh#e9SQr7F(m9JFRg<#|l3nrQE zB!OL-eH!FsFVHtr_E(VPFI;20Oi|8gBvM`Mc=W3=5oWJS#cAG%7$|AaX;VXrz+(3$ z#*zEbi+m|#z0lXHq%5QFMu&ygCks-Re2}5Ftm{u#5Z*+WxWDX@VmZ11mbuyM__Qh^ zsj|fPDGkaET~$!^un7W^@h~5<@|eN5^}jQ6ms1?GSzOsrKboyWa#8vOz~2-q580&g zDI#gNO%)-vKF0fSYUXPk)Wfj8A-WIe3`JtsD2ZE9C!jw_Bj3D4!oZj7e2yY2q;u-7 z6i|6l2>Io_S<4nxp zo&wMkCc3sC59~!I#uP>g0-@7O3(r_|oCN;N_BH;g=$U@h?|YH5Y91%;Kru#bL-N{d z&j21mapudqO}&#e>KzU6#{a)_Rr>RPBsIVR04DyK**{F_|1(#`#$fwjP*t2K&+$TYb;49rhE9Y{FljjR2kuSX-uQj_)!!j=I)nR83BT$1Wtwlp zcLV@<(+9)l#BL9T;N>~9A#?&z02uVlD4PK44#&d;|2gHK;KJDGXIeqO42TPO|@v6qb)^rQ@Co9g(YtwgH^GS=pz}c41L96X?5TX?}y>@N`eTA{@ zp{FW8D10rx3R}fTnnVdcgx@-fI6Hk5{~kn_X5IGJ&{E+{+z5;pq(gFZ6DlEDLgj znaov3{G^y5 zvpaladmc1TtM6#F)0P>U@0O;@UWB}-<-pT7{|=onmbo&~G2|w13Up18%TF}wGEGxn z1kGv6D&0OF*-yDShL~MHdIAPIrtY3lKg~{mcEeYL7qc;I6If_HZIa#1Wx~4Z zjQ%F%^HrMlXv)*wgp0(iXL_yo$MoLPhMQ<6ZwHB^OyQ^FLQ4K>O z8-62)%OFF?sI*unTJDq5oN#8DOo??6PuWO{Rk-7JurupXoWO=SosO!Z#q`v{B65n4 zDY^hr1c_c+3xz6XR!BFL@y(OgG)Pe6@9pU)7biH9XA{}GdVRtg-OVINYdzJ$27yQm zi}LTz{djjPAemsG#wIDO+ooY|Yv7J86(OvOc2h21_`uMg@&V2+19{n`AQJ;ZG}Y(|He zlI`ArQUTrP72A8zk}>HU_a7HqK#Vu5p7sbrr6O4~!&sv;;q2rwUpVp;O`lBrDOi`m z1!=VK4_=5udt~%@{Y+*5oSpj$z8>=AduF9S|8AL1M&N=GaS=6&PpJ!q!MKsQFphh$ zE%{P&P?r?rXKb9!-8CQ221-@+c)L~|nPC{1#sdqDJao+M+#;jwjj$>2AHWFr9;)6B zx^w+98*#z{Qur7Rjv=NR)zx@kgAJ4qQog>X(P}%b$$d*c=5k=qkny=kg3?>Ge>I)=m4^SPI8e%8yX)KcFy%QY9tQk zl>KK_C+jK~c8`z^G%e_6-dEv54n zD!^QU2&mwb33(%dIlP5*@FGTwyFgGL_JH0L*XLJ^p(=%7zG_4A9e=6AV>?*CNE77q zKWi2Btiq5;$__JsUHLdzR`%YqP*&4cbRALU{Il$?G!QkD^Ocnh)2oO>3bR}exo9B zr2{f2@tjD~tBh&H5XiEJVQe+d&Er$(j+<{J0?l8d62(_loe*8Z&d?)vg5h(Qfl|48 zW~wuwjqxs=Qd;H{-l%rHJT@@Dk(Ck#^??TiyL8WBhz0&D^KDl%XYnGffiJ~clZ*?6 zG&bxkSwj;vS9YN%i_m{eihB%%R1w{wT(vlXX$Z10T z0sn8`4)9;h^gnn0KL^{t+5h6(nf{^BDzYm7$xL(pW2IUCG1JV9Oq}{G?E37S%q$!n z|CnhG1`ZYucKZKb^M7#IL;*)%qyO9-htvPTVgEm@`G32)J|lyzzNFHBJ{f#Ej1$ZT z&|2Qnx@@*uZMRx)E*ovPZvR=U?ux1Pho7_g;cWf}BK0aVwfpGA(^<~6grp=D00;np z002OM0D!>n_;-H5Pk7+()GrqR!LMnkAOOHWLK>eCC=f{C_kEVX@JBxGRiEsG{Q38F z`U`pX_xb(@p86Ml2y_5I;OBkM9||T6FaY@HNd};R4F*KuK7QlJ(HDaO;12)yXD-Cw zHSU-Hqiz4#zXP5Sz<>+_U>qChN1FubSO537j!zP4;Flw~Flzrd8SpzF^#|zdEc9nc z;Mdh){)3_UH%53l{2QnMu%GZJc?=2I;OFSpui$r#GIC`k6_P^(;v7;%)dZ5~=0*lG zBlEcX_ih~R#4SP+Ax9vc?hk$>ltSF)qQ z!<-&M_vY0);i(-@pSgz;sZ5uI4|~+c8VxI>g!$ir_ZJ)8^jlhPJG^Hr{t{jXH?0)6 zik&d^)wP-Fmwyt);k68YgF8UE-4~tQG_7}qbObG|8h6Bad}8SAd8CYlZdbHtoWqNU zKcd^;(8Cz0I_#`!1XV%Vj$Ld&X0$ zNozMPtIVaJ_Z@a^>yrF_P^OCkZ!8wtR5e`zQ`xa-^qi%H%TBDMWlSoNr-)Cv4dKe0-!KK-XE71FWb?<3?9XU>1wRO|XUmlS7RhE1@k`FCI3tz|;~Kx^`wqD< zrjN_n7ekjlza z^Nw1$-O8`?eRmqF80Kc{gm7m>E{muTc5`z+7cU)z7j0opGYls4xxAP5V_^rSqtTpf zf@H3bhDF++Mw%1PoT(3I(rOg6_x%tO!NXM!AzHdUdVftNA zr>dU?GVi-B+U@jggKFBJ#bz;>a(R-w81R)4D*D*U<{=A*s=pfcmLk%}KhsakD@@u` z!Y?*pSPQbd$;vH}TvQu#99zrme;|ekuvK!`V}KVQcf939?$5F;$5#)_2TgyqXAa-C ze;%cHoRu4mON55B!~C0<Nxj=-=X$T$6cWx67)_cU?P}}LqueI4k1bh@UF;qC z7*30E04>0)-+@suLO3Z+$vw%Fng~)%K=sfW*sa`lzH$~p^xaIV&%ASZv#YNBVokjt zH>3+hnU;5JVX-e3j9!sG-z}7y#1*)`nv4^-v>7Q7r`9z_7{RGo;7h2tDzzaI^h;2(&9b%Lz-3Fq=; zJLUj~$)HN*3wt_fs#>2*wQWO=uQSxEnp3ssx;@Qq+)+C5jV#ty9^E!Yn+z6xE3oI# zKgNvVz6VM{=?_C%UlFp|^$)eU`yI)q(SJhjFDVim!J;j@E^p&QMk$+&B$=WDL)v1+ zQC^#98`P_yY3gBGd?KWnBY}N#v)qi?{_T0-M-06F=rO$~+#8qEI0m%@)6L z>$*LPjX6ztmmCsuq8`UjMl)tOEu)T2_^Q+XN^r?^>q{uz9M9gkG zZ<7C0a<)+?Pe9|XfHcYvCQ?K1sBN_9gPFSjOfmI2?~#hdi(o1wisWlVSJ#a2mo5to z=ZMyd+p4ewq?9}X_?V|;h=IrzQ&;YRMrUK!uAxN-LGKi2qmG?t`pXK;DUS6Jb7FgS z>Rbmb`o+69xePdqhW>W02xxEL;VJoO4(((D{xMeWus^R%Y$g}ZHeTCTPmgs$f zJ~-PX%6F91J}E@>EU~%+SG@|Ke-6kD8qf-E*iWJ7{M#RmjBj&i=y`RVpHC|!O;HYsMgv*3V(#2%+#q9M2`Tu-05Q9u6SzB$@DVXPCF z+S4kooOU~4?z8Pxji}USnwcgJZWexv441&+Ysn{=o|$Fm`2ccvm2yig_*rk^&6X2w z5aKa7noSMfbin3e!?~_@6fP1PF54P?X#m!hcMDn&U<<~Vkgc=QA6Qv-TTMCpZ476c z1wqC85|l;?JQ`%APuH7L{WO39a?g9+E4)fFxO71Z)X>xuQCjl>pLwTq54le z7wkb!|M<+YF$c(Iiqp!`rA{mHx;1ZMKnwJ71V=4q#n|bGt88TfWv`e?FNF7ps;uQA zR3jWylM(x##U%zABjoe?DSJ^RHb8PANlvHw*b1AQq9fNE!sgltKr66#qwfkR=9b$1y8Yal%lt73XnqkfJTXQ}MVWeMa zBq(fpF*p{+J$nqlb};>tzd5PgXK=u!*dOZkY4f*2F-)n1tF|8WV>EmAXOZbzCpFh= zdZw@>C>%9?xLT1M$8N$Is4QnZr(mJsycTKVgfC1U#U5UNdktJuoijI)^fx|T#a;RH z!#B#g(z6EHmc`>l+57f%cEF8bjHpJrT)9QbziRC`Z~@0fnCTPf3Om@Se;5t*ilkduHapmL5+Yl zEuLs76=4%4q!ol(vSs2k)wy_8c%v&0F|hbHHq{u@cu*Z~W}V2n_{Vi`6`|@Df~m$N zS!LMbiQLdxvXHNmLIC?jmoQObjMj8~$$rr6i!odVV1QL!5UMfh^OH;wE*H2r9FOkS z4C{R|483oMo_GAs4Gsj!Aswnwd{e?)*2j7k6`0$$)iJHdEbk6psdX)}1@5Z&)$KCA zU6;oj1+^We=8)#vN6$Tn9oM?;2bCtXLKT%R~8 zi$W~YyUICKl0AdKJE(VS2dObXyI710vvoG7w~DO_XD$A&NYqi2rCyU6WRSDMlE-A<{xW$3Im#N zF&gXc2557rb@NvtG6Nc(_~X49jC{oII%3B)t{DC)NdbIfHwe zIOt_9O&Xm()0q8y^T@LTy?0x-i-fAg38a<`Ux&KJYd6gh(1EKY3A0vA#fbb&>3|{| z0SEK+`hV2ho%!~l^4*EWB1gWf+dFZA1*Jn?MASSo7Y;bFbR=lMo{IdWSw2kA|D7C7 zB(sWz0t5wM=NN^qq$GqLtGncAQ(H}WJPiZ3=V>%1$UnCZMtTBN3?Q^$eUr0j-yfVC z!MU2hNB53{g{Ky2m|WnqcBNBTgCak*HK?F@h?Zd@bW#AsOoCtRRj)(L4vdK_QyanL zeV(;WjmReqW%!%fajCNu{GgID;6jO&FtkEWRC|*0?66ha))VV7Uc`;_Ln__LvHWcKe914H5R6Z|yXT z$RAc3WqB~?CM!XX_OCHrgr2eOkA*XyI27*nb0whkpkxgm;S)bhZL!^U6`QiDr?`wx9=dOn4>-9w0|QqJuZDUr`>p30{$$5_ z7CLQBBx#5v_kKuhr!Zq85}Vx!Jfhpn^SSh51p1D``3MRdKPmT0CzY4kEWfJh#-z0O zf&w-~PfmVzJ*2n#xC!9xQx6a*b+;49rDo>xrn%$Sg=r?`d0RU9;g66TH?{@gKTZ$h z(~YcpDAfOG+J6A0`*yiDmd&-Fo&Uls;?bZ&HNLkf*lrSjJQ*jFy1OBA2(U;}+uw}7lT?v&IjFNKGMKS~ zkO^-src7iI%i9xqy;W-|I5*ul~x!|IY& zAtl6y;N!8ef0T~%9R*yfb?@U*Ek&^;MgJSy-v__$`fpfk;My^^^{ht*4f zQf85J7K%g0Ck|~J0Amh-Jp`@gF&+!rC3edd$Mgd5>VVnttnP-FLvFg2k7j%`HGrO5!GhweH%= zz{S#e;oS7MB2_Bg2)hH;u}!K%9XRTY#d9jKOj8U9IapXekIWJMAkg}8hK_C9KuX{# zXw~r^(}p+nuzCowdk69xqszpw+#wVSl#tU{ZP3P9BTLIYPF!OiMk6-uMpI}3ANAvnds{s*VAzm)23*%<>=<|c2EMTX@nw#e>1(>k0HlpFw4g_glSH+B!m4a2EF@{|? z2VlW)m82#(i^`2j5on2a-gp=s<32|~F&>%}k#EpH(#iEb5sJ2`sh>KeTJGq&;yR4p zSt6(Rk3_^5YLmwYWifL8CE=N9lg7+gQGBD3`1JKmRl8Yu@Vfv}N^eVk!+Sm&D{;#6 zsZEUO)?4EC=a1;AfEhW5mkz9K88)32;75m8CU*%=K?FDe>9nXrZ`;0m>DsWH%8&54 zr3_-VlLFG;hc9;`4@F-GWMubb<;aJ0=AE)pyMc>$7!er}SE8_QNRm-A*Rur1akVy1 zLyG4x45OW(9|2ubbf^Q{NOvOs!E<0a5hy;JAAxEYa1Vd}D$6XD1_?OfLu06E$uZOqg?h=+n;}Q9$qw@*Yz2UI{fM4%8R%5A&wuBeg|K!wD zmV+BSg`SCvsso;M_npzahuNn~r9lb&bK}50#U=J)k@;HhipIKX&5UsMhTm+Ajj!pS*)Ceo`^mm;Uz7vt({m5MFF4))6)i z{5Of&n$s0uKr{rlOHA&*@tHlkLt-g*&dxmCB9V>nE}HUL^FwBJLkHfQOfP42pO1kj zpIr}>uZL~v{xE47V#x``{nPbxGDI+_v#i*WA{;p?8E^0Ke=^ zJY&R&JV{v;Zi&i8%k-{O>7Q%9KGCz9H zt>sB|nMbGGp0%9<_VsY(8FtC^T_bU7Q)JJ$4b0|_89Os|1*aDpNE&QY0<6`lmfyG- zIjiX3=#zE>EZ(q!*E;6sFi{8ZpAjX+&5_O&USH)hMVe|SR|4&CI(d0q4N<2;Wwn@x zdegfz*LPVC)`#MS00Jd)R!IW#toiUa4!6 z9PFIF0DM$86jeTF&ErP?a=wDPWX>2i5gY*NmHK9}={D~hZ=BHjyK>ejV`32e_n6QI zN44^KvqKLrVZ(bK(X-@GmfRO@)xLG#lMx(nFvG%?_X{`w&a4~qZ>3JHL(s7&HB+h0 zb2`5S3?L0^>bEnbo)n1NuU;#PSj0)}ZFI7Il8d(APK3!mUd@?m{)n{52$GdBLi2HPA49exq!cTwFr5%#R=rnqW&_!nSXq)&3+qa|= zl+BfKG!;mJg+(C#BdtF~-Njcta}C9YG(*SkK~R$kpL1m;S``kXN+7XGaQ3xdUPGR4 zqw8i&?*oh}q~7^k!1v5-x&gK~^z19h*F2atMhVIMgmxfb$R?N-%pdsjbLh=VjxLXt zSh+_4wZJaeb~h3kgqcVyM~=aJXusplJ8ULhN2^UsGq^~nG11t!4v5U^X3(?lJTR-v zdsa~FOkqz(Ic?*EGq=JLCBnsq02#k5&pI&5PFldQ(7R~uoj~o#`H^UtZk^T0LAOcE zxREgYdUBZ^HjfiS0-ZQWv&_8^yC|Y4`xBCs?MH{AuXFHLLghc{gb?Wbu7rKYz+r4AA5@8M;W|{-OK&O~q zwMIUhFZrqI_r}*vYgWO|JTeSc*>VB{vv(Dq&gm$xs8Kw!uFi(rv(w#SpWpkWOX9ps zE+sVfN_34+0hYTLrgo){^#9t`BbN_A?fA`exTys3iPsEGzt+J^50YAT46Saa&X==k z#-0oP51*|FRtD{uDY{C<4|1pWM=&K(!6u*X<3Y?H9T#Zm~A3{6x484V6 zN-dc?iby$M2T~2YOLXxbm&E!i;{x}W& zV+lc+!@xm_r;4kw`8dSG&x2*|4$9~8AQtX=72N|c)zV%~$xajMP3Arvbp=~tzVv3l zo}ter*bSXR3rA6WNf-V~*Qei%QILZ^i|djL9l2cRGcWrt=BOEyeN?Ol#;3frA*IS) zmLFr}RXod!yZ5U=O1V7JKWTgefb>tzpHJGZ4wDqQ(9JmmDSq zJ6JILB+vs5xA=7Q%A|}9VBf!A!Wg*-Mx$cs8w~g$1TZ?BgVmKU`3 z`;ptdVaOL9?Jb+fVP8!{kKG8+?7#BkgV|Nt2H!?i+sMfQCBl*zm4vyzdiY~LuxhK^ zHAYR@>KvKhs3dA0{!iG}yb{mOf2z?+%W4itJc<>;5F-Mab$C3=E1$bWMo`SkXS7Vw z2fAHu_C3KA-S5yR+EFe|9K&T2aBl4mJZYo}*=w^0NIQ!s%kSX#Gy+6(*@1}F=|we4 zvo4>!a#&NWxvyyhv!Q2Z#R(sA#2;U~<>0PlmVl-WKoyFEy&|W@*C+fXJNIDjEOw37 z1LQeX;lz<_Dl+LK9zdiJW-*AXBy&}vE!B)Sv+^Z;J{S(a4f6)QMKtV@tb-b4#np8a zJXl?~@k$jF7|7e?k-R?v>m8|~tnCKZS}&e1$He&^VcJ6?(fVhc7wMm3UpxVHQa%&z zuu+=txdz!b`o3dVorxGabfz8@IcAe)`wRnzX%UXka%PbdZaFDf?N&YOr5U`e8zoOH1IZV4Icaskl}Mh$E0 zX)SmFb4>`20CB!RV=SSFu54(XSp}p^EHb$KMPYWy{on=l(gAp(V8uTSt*RL1mr=~~ z4s|AtS%y^`D5>`|B?<c7}DV= zgbS*qJEKBpqSZ?%2LGaqM$y$-nmfYhw@pWs$v(|mc3mc|ZKJzys+S~ioPErlMq@%67Sbe4UAQ8yoloYD8xzv88RUVeROGdE6e7Wq?2pIqM@pn)&-MUG1b z8yltFoVIeVPfr;ZNr=&VXHzn{wG-t!CcT`yC-i3F$@$pC-2Am2c({$RWSRvt=^`7+ ziRqO+9c+O{$9jKu#P6KBg8C}ROMDWDa&;7_0FO<>lcHHawUWHm`y7qvKydGm$OjAdQf7##VI9oI6;Wm35(gU}Vvo1T7Wn z6SYX8j!6wUnIU|}0Mvx*&%I!+8G+xd+h@^Gn}bQ)bo*;kw}bWcr)YWusG+&(gCmEDYpg*NNcp&C6(Xxi&yb-bfIP+m#Gl4^P?z9aHLR3 zsI={!V4@#b5gz?(1>uu@f!=@2kf z3a{HgSVbcU*trx`9ACZ8AkS*SdrN@>;Z~Wn9h|6RUL4fu(sp9^fD^K|xovhBXeg~k zGYjvu;P5ro(!hy&2jZ1V^aXgVn0VE-jS=%K;WjL#W7G3er}$-85raj$zI33*JaPHN? zhnO_-Egxmd-Y2tw%lzrpTpD;1Nvn4TAQw*RFeUM-_+5;8TlvV#;X|S*&U@? z_`#lyC-K@G46C-cJwyNX;@)RWd5e;6jYjfrVQC2#hTZ$su(BfEye~wZ^2Qg3Zbv%c zWZ#$VjYAzrd7|}5GS|dD9$x+;dNYfxw?5yv#uXfm8qID`95Aeyiq+WCv&@5n_}Yj_ zy+>J-oM`d|YNY`^*1vOWXCq%c-%#!$tE9&TE!A(NYTG}K2Sz!cCgF`;$2LHb|JUi; zUdj~HxdFZ=ylRJ*E7S)cd=YF2drc$5{alp}xUy=n#As^rAJ8N|ENo!@}2O~Phw{a@gJ%R2N zCq)Ro()`;00YE^%zqc`NTI8Y)$+Iu^$8CgJx~q=mlRrTmc8@e+Gy)R#r0LuwPko0q zDQpGws+D#~b#VuMAXMIG zYf?cW&&43~M;wL8#Sr+RVpUDoW#n{+P+t1ZS@aYY+F39nUD7<)xwU4kVMJL!y-r>-NhP|kH6JQ`cLH#2iTEbdP7NJ;P)16#ov@PZy}DfSVin9G~dzkm(e6%?pJ z18uzG3Zb1|YNhtDBE1%XHT+J1vYUgH+Ovim#9~$%F93Vybk2wk_Kf_dqN>xuCfVs) zuUgVeJp4>he*_nH*=feM{F!bq)4b1HW74h&Zw#R)msZZb_Nnid zl3q4vrYdt@}b!@Zc(nN6&8!64WFQ?mu=@@ z#tOyyI7NJ=PN1jqM<=;yK8_U$PEmOo~>9>bB7-jy#<@HGvBNb%QgdAh$h z&C6;xM(!h)A^Yb~=WjtOe7gRu*Hu<@2h53m588*P-V>C32y75-sEoQ_+fChb9}^4F zPji@LfzKPc8w6h-;tti;Q_o27l0(SxM{5t;oo|PF?+2pu?zhJ248OUxc2_4~okYH! z39?jwla(qdaVVb`6z+QUW!{Wiv+5D~UOYory!MTec;>`3_())D63nfm>^K3o%@=ZW zl-s8R$9~)8jR%2H2J6NUYpq>Dyqgr&94=PWwf4nSluTJM=CD3p~FH+)pJgaNP3cg;k+$(j&qaBre7PtA21R!AvGb>Ef0$}cS^;0 zY)Hb*RO0{96puf1Qli@YFvN6@rXv=7+|uUJHz&2>a*S4q#OQ~Hb6-wb;pyf&V3G}C z2c_x9qH3TskI|1x$aerzRLODW)T}AESr?NBr$1%HVj~H(UP1vv+r{j8BEUJKh(M>; z$7A#e%$w#>>9|}H8towT#RiK%_r2A}8eoEdWUlm$4`x`tJKLqnR%_(6UKC##@mD!ZxYp)t zbBQ$Y)a76sd}@DvrIVb-kM_`LH;xSq_>^+yNx(%H{^C+LaqDk<$ZCS4lDq$gJuA;D z11wS=14#N}Y2$>m)@ro|{dsTu*hOrfLrAZuXLTMk0czK#7^;=ew}=M(1pd;Z0ycXS z?~J;~I?M~b1l1jO+dDRSZ3mEaDcTFNij`d~!Te#@EF)wlL*eKXv<5s+Go|XH zxJ}g2@CsY`NdT1FbTuFSnXQj)e)JNPjLoeCDap*DdbvsJK5_oV%}clbp*7yX6^?A? zkN(g`B8d}RFL=vkA(1(MIujz9$*=@&niNz)suEN8h+!D_uB^A1FRKy8;RH}_102Ua zXAB^0=#e^4ogcy1D6OH+Rk~;<I2jn*L=g0J(fO#SJOmWDD4kZn=?*kJZdB{W${V zN7^2F%jmIO%Vg-5y5k&IyPNPH;{=Iv`4Nh3?&}CDQoU{o39gJ@os3U)G-JF}LBMUq z$agZ4GZ%OmaZncK9BX{v%wAR&ee1>RtF5Y&G#bRI3RK(#gQ*H{lhT<0cc<<2_hY*c z+CtG)7X36G71ESVp`AZ9%{y=U*O#Mc6>D2fMI^eJHx+b17xdL6sUeCPM&;*&y1u9P zJua;^q?%By$Hnga47guu<~8P&6@eg|KqqHnsy(9h*t)?UaRT{L9B*rZjJ!$m)$CxrS95nbLyw zM|Xm*m(-orcH-I*y{wO0PWI@EtF*DaoGz)Dk0BX{lmiWeU1BgKv>d${PR(Db+gvPU z5$y=3bUOW!u<@EHz0FV1w;jNlV1t@QBkZ4TAcUKOronB`Mr^Xf4p}NWyqs3QL`8`j z=oHFp{LyN#({L+=6E~K0AX%BcnkPcS4U1pl_iSyBwKX4{N*V0 zxFk%xU}N#GlW#?fE9e+qx*fL|7CIsyV~(MTCmsKX}@QrIcQD%p&428 z@-~`6m9U`465q$MUDEK+;9EbKh2elEoRL5T+rP7s{+ew z=zcN*vTIH9fy;JT>*zdV&tfuuY0P#69()JbJW(9;_`wKyp4V!cZ!9LX8yvwMjDg6? zG9hVLxhRG~WpZrZ_l9EBxZ)t)7uFuZxMwEw$!!i42$wuSivU1;@S(7o6M&n?vCV;VRA<~1mbK{irJ zebufMzm(7#(%_VvT#)My1DSj92xe88H3fXC_|3QeUa2QF%bjsYrLx^W0yF>1YARm| ztSJ%gjqd-l43qY$9Vd&N10O6VHTUV`GQwYCc-o)DvTd4M#JpY~U$zdF;@Faz@q(VyEH+|cf z^i!3?&(06Ep5 zV)!hMQ10PSi<}i&kcZl}cq2X)G?(r#1$hIav?WIZV*z4igYA)*jBwZp40KD*aIBMX z8%&ey@a*mwOAdbl9opD6I#6)v#}wq67;dij4vd3N4-u}q7M+LHKRMAzHng^^>^)$L zL0fk=@$VI(I0jpA9|c%mT)YQWg1t7a-)+hXAG92siclOLzEKg5 z&6Cq@ohoI~v>hcz-w(9+1tZB{A1)~uOtcVx_wfn-Zt~|xa|;O`Oz3L$%#E~6m^hf@ zQ(Y)4fQpKw`fVLl#~?RjxBV~*VQ{fB*pe(#HHsGaH+ItB{b<5Ojc8}aC-RIx*Dm+f z)P8^d9N0m@BY{~ma+((@HR?t|n$dE2@+A($q>zaqf6`J7_s19$y-ne}1tc_mu*PYK z*%h28AZ@6Fci!7V%b+M#-Ao@`(23Iy{oYJC&MHCRBmG^l;#^3BP!`$lnrO0^J|d7< z(C-1sM#p%=J%o?(xBpFj!~nH4i~O|;$S1*0J;uPaQU_!Q2>Yaed(huc6f)qi{xNA9 z3I#h*^xDz}NKiP75Dw!Z7w4@vmp97d7#)Pd?O*oAA06as&mB@h8ksRuG3 zgf)Z0^>z?3DZsR9$2-~vTPI9JbK75UA@#O3?c0^YIxTe+lum9d=-k>S!a)c@dKgtq z@lT{Y5ytAFNp7U|M`j?jLdrJx9x}6d_Wk&l8+5BVSvtYOY~muULoq1Q%-nL^Wo?aq z3M?2>b4d=x(jIY@->ZZs&Z@R0LpMl;5@D3^;V?Qphn_ zypy8gdq^`&QYv_E)2CVumaIb3AB8mE?04VDZ>%K^aw3a9Xx46TbVF~EC_Wey)8F6= zbk=tdU==c^2b4MF)YkYxk^xVxYX@(Y(4QUC!c4(e82GmP_U zs@+^+T7fld>c4>=Y-!%#uN$I58~b&dho7L;-~IOJr_BANl#UMHhvsO?!XNg~A?lv0 z5)DSTJNAc)^f2JQy61fwYpGJ@v3prhOG!*Z1+poSMr_a)bihfBjBH2zd@Cd}$d z;P3H;R~Ke4wwZYKjD^VCFfyIUY54Tc4wryIv@qMhh`SUO z^D}Im?A`l4&8=F5^i-k=86B*9p& zhPW-vDd8=ziz}PGo^nJhmY`BO{f6tDJ{Qfv{G?{#7z4K8=Vjrn%3$hKat0I6{-MJE zgp78E)gXDMA=A~^m`llJ0Kwz6;r+MGY;qC^+9Hk2czac**67w9tQ>m4P zQ1mp+i3K)2iy%`pWbc_FsUlg*O4%Cc`@`{0{H;-G@q`hfM;fk`pc1XcnxQ|c7*U5KI&#weZ@B>9F`kEyo*o|wo-7{&@5E3Esi{G7T@v#$_6H4gJyP<Rj_p6H6ofqT6xvo#^>OMtnFe#Tl?JyGrJ)?4oNp|Jj@W&b;mp z(lPgKy$Ip?1!hqz|FVR}EaO7BiB4UT@-LsQG+pCc83snHP$qrZ6t2nPo47>$?Al3Q z(TC6ag61EEkQwWf2VtSNNP>QbcxEh4EtM61;TQ~V`to{W^OL$K zin7stpSm-#b(|U5q6bZQPe>dZ9rh$)`rqWSDp`esK2dddId67^vq23rez4sSnAEJV z-$q@&aUna)nd6C>7O%#IsV7s}H!<5?MLMnbvNfIECV7eUGUoJBjsb=#Q+X4I)bZ>MI=W0OAR0s* z3eI2=Ly|W(q4zC}<`*!FuiKPU_vL0RWrpMe+!fwcTuP9|bSU^A-Ys(2taYH%(rS08 zuega2ef(w91!1TNxzcD98af&Y;0Z~e$MJ&og)lvt5esIfEN&eOAth+*{ljyy;U+uE zk8ar}yw5IKacAVCXZ5ytL4iN7xQkb+6(xW|W!L5}%2LV0ovHxmq%p+I1xvdQ{I+I~ zsTi|%2#mXNpB=zLZke9tqf5=Pd5=lZuXnr~o{jmiq*B)Xf)tJ4^C)#%E~1*d)Zaj@ z;PZyA0!;7(;t~x*M|*f*UG|wVc$}Lx8k8wY#;0_mI~54<(1eDM?i+1{pF4P`RamrC zF^+Y{XZN-wIm!X6UsmJTCiK||dQ!Z^E~@OCLk(FtV3l}HG zkEpy^A_AinT6Q^5&gZv~Op4!pEI&#S-Z08Of-4KF?<7YU&$aaIy`+1>hi<^K@_I7v zO=~N{YUHhG3V4PCUt=ViT8Ij7bkHm9D}hUnEYNptS)MBUq1)kFaE71*fPIM``zZ23 z(j0#4RrGFA^KS2T_>j&adl_1k4c0Y~bMXmdh_?Nba)b=I5)0lT(vP?-6JRqg)p9Wlc&?<<(oreO0?R8}0fODt=*V37wbqKDBO<0v4Jvtp z>4i_PcPTXMm7cysQCO>T@_W$Ox(F6VEsI=kPBxrqJluAjQKPU$<-v_FIZ=jjl68h- zhgZmmXgXI>I%4d?Ejrw5~O7fZZ1@^td2EWz?BWL(*#kxck0ksu7TwGEg!gDU$oBRft9O#4o>5D2C!{3gQzew_QQ9&*-$)+mT@Sw|}Q0 z7ean}@`j=XLuF~7I1YK}T6aIKFg1}YU{FJ@%;rDFo)vOn593HVhT6d-^1O3P^9yeT z5nIfH(d*4#yR2pUw`5DcwrhT2;SMZ5?=$64`?D=A{b}VpN%VFgSS)z(MtvIi)x**d zkb=oxBLY>g=M;j{&=m0B%j1P~`f%sR5oecT>v_l$csD~op;dTWgDM?v)H!*}V8Z9& zyEU!EC$resh=oj`7pVIaa|Kv@Ecw(X*`HE1#R(YFt zPN-tLVPsOm4~(t-cJys8DfA<}4*Yc>4O9YG5I)*r5>x9aVM}?YqGi{ZVpJoLjTACj zN?Th|Di{Hz9rfmV776@&^+evRTr*72x#QB@unIJI{I%j^A0W&^KxpeNgw8nn-E8?| zi@un|qcnP6DKi3mwmL<6FYLg0*d;+CCcnsaOK(qK-S^1+B(hUeB|UXp6B#H8M_P6Z zK6xFokC46}7FI^^+K%+a)MFZlA?mXOOe6oG5?wtTn~t|UzN_QL-7(FY?`ePFjsIj) zKGDeGiIPW}?#>!T^Y7<*R3G=ftVhHcO5WgdyQ&0Yf+~7WFPaOHIe2uD*VY8^ipCE<}dFj~#J-@u0kLPT*G0S2J37aPTK{30F>|(J^Ie^M-YLjQVzVzMh{c_^i7CKM z-ZF2x(=zQZi~rd%($sS5C;BUpX$8A)ko(&G2c)>RQc2YZ1cScN*0x5DvV|c$GSCz) zK2;|ts=&Ddu~oMGTg>S1O{S<(q|CZuS+BM{dRI#0AuG-o*J8!5TZ@yig=(nOWVwQZ zsVfxcuGrUnf7#-U2IQv`bQ$*6X2Q~k8>~qf|c#Q*k*KuQy zsdp9ycO8`1rDYzVm@6^@X!Js~3G-=Iqd%Z@R77I?I1cWgVhS}c%)@wbl@GQH)`(mX zF7Od36*3*`l0j9TJBeVl&$Ztc1r#d>&f7ghz!0%^Jz@hiJAYCJzLrnh`UlgfsR(I& zh`Wq${9&Z#{DrOTZkb;4uLensh7vbGav~DG+iRQ-L@RG~FIO4qDKy5VpCob3Zcs6>G1nyx~+px2pVXBoaVd#liPlFYe7gW z_3ZR8w6NDu^Nd4J)wlywHf3Ti(9=8nKj-QQ2foH z$a2n{O?sp51+Vmoghak6!0&X!_n8Pv&F{%{Hi(D-=Ibputq`3mY6`$p@OFLca}y(r zuXtIfsYuLhheN9ZOl(`FjF?Xv7{??(NOIuiC1hC;fO7$lPgPJJ^R!_UF#*mRmXu^+ z0Ybjah_VZ&*Li3W#71XbxyPM2%Cov6tAl)5VuG6IEFdG`J*7CBU+6Y3X!bCt)GKEC z7k9I0(96!4;5K;2twFGNtG@1-Gg$4{jZRX58&7pUH>Rh&En+Oj?CU|nxEhzV3+5d4 z;8Hd+M@P)|iz2xE+62C;uu6oyR4_M)Cjig5%|msls_7Qr1_-47Wx!b)aYT)T#Ol;v zm^!ppqtDKFxiHI*HMW@NH4HlpCG8UCG0~jM%U!taqqart`Q;8=Nh$&H1ZDl=$csgK zY1A6ZiI#ptv!w-s2pZ22 zA-8>yY$)nr82;yK{6e`a@97x#GQOci6wFb$FRvFGJ{BNZ)#K-a2iS+|cQkxWIm2Yb_R0;L4gM^Z%a%M2fafab?^;3Og% zHwdxbKQ3f&isr8sQk8;d1d3(IsjUgi4$L3KFoo0RpV~gN9&O84TE!;R&2E}T!~qQf zS2kkV_GqM?CZbR3Y-D5+dQ9UyP_flNiR&8AjN{>bGi!ydnFPqn9T(67eA(B3L=?jG znggN{K8hf&-oqp1Np0m>32TR-y5TD&Xf$pF){!8kyzl&BE63p?O&V}i)Ml9GsXTT% zA!b+w`MSu)v$!We954%YJ%dV76W50%>XF0*k_((dn+X|o8q!kOgt!qTNoED}lUKx%bwX!BgQbp)+&lfFZ7_f$Wt{P|%dG4naHLUB z{QZnVvGYN6`w=T-9b3Y$0(R7G1)CpmMC&J5B}Uuf>6ydiqgtKUV2 zg|NJ|KkX(@+(~fuJfQmR&Hu|zKZ7^VcF+v`Yi-Kfo^?r8%;#C^huZ6Mj%zan*Iu|o zMw6e+j0cSA43<}VB_X-ktn1b1z9HMV=tvcd?c!yxYv+Y~o-F5>X` z;q&C#o)Vdo-{1-b*1^40{FhZFS$3qovFn~Q+8f11jZ zQYhinp4GSbktgrsl)zccuX!S`lx z@-`q4FyO$cTJzG0vRYM^@ukIh_fF`b0`Xg`CkW)WQZ zrwSYSQ^91e;~&1hGQ(aROZ@Nb`MK_Wb$`9SRyD1v?Ggdb*{0<2M=ufiu zduN6rZE~W6E#qsLf`^OUu(qB;zM5VdCB-4se+eC2?2WkU$3BiNEC-wT{)glrfZcV^ zez~uG_Pe22!_ecE{P-!;!}L36Al=UE$JthKU*6@(Bu%>EL9gxa z>2YRHp3yC)crb5RqqBXN#5mzTlA{e0!&8Q(}}5Wo%xj&&DLe z+lZS4v%8PZMBDam)Y#wGS!6IlefH~1o_hobyWjGHb}2RsYH!npnlcswq+raRZ9ZFQ z@*4aPl-IL5%l`+w1VDVg-gY-=RQT-&5gkjJr`ot6d6$<-vG;~Y;+-;>501Nau4<Ht;r%vAqukDh;GoMYc$ki(#MBJM<3 zZ4T*Njg*OUlLg2ViKyMXks2FFH0^7mSn>H^%ueuSwS9oYiJTQ!af(6qi zZtFi>-CQ$9qf1l@TLD*2G@tvq_s&Qjj>S#Nk9WaSNk`7wtc}? zW=p~5bDIcau?Nh2PT27D+Pu&M+;zx%QHa=$5Kd^`l4PFZj1B2g`|-ZBy;{)2G-lI86{{_Eiiy?Y%b@@i%FkEgV7x$#4{439#SONr|N zc)8PC|NbmJ16PsDFCN%!;?b?IDzT*|Gm)JXj7}xm*UEdx)~y7h>E{>6jj2LmpPbFP zAYnLTzu3TfL?p5PkRVa78rwJUW5n!(*kx5t3f6@;Vg7FEDwEks*))I6<5UcXxAv|` zoh61`xOK`-9Md^+OQeH89tAxCRj=Htg1Kr9x2hiC!>_gWC z;S!GAdFsuV?ISJKp^0hWSKZ*}Qevxx$+Skmvdhypqw@z?S1%M1)o;YFw=IyZ& zXIWrHAW!zQO2AefL%uN;)+I1`_*DYiETnJ3iZH#nNA0!81U56`L3_3m>f2A7YdZ@> z!Jm?KHan~)p)VU{y)UsusZ_Meo7A$Ay~YuC_Btirx@JUm?N?T6P)t6;n!eUv{t(}P zpUv+!`fx^SEuCYPKh1)QoEz}+5~Jzud97e(DVkr`U?-6e9fh` zUokAv`xK3nTkry_)DKIPU)VCH4yfE=5PVB3F<6fbgR@wFEn7!os zq1JyaW#1#FzzJkF7y<5W#jr~HG^6pP8`w_I z`Yy;jj5A5d8Et4L7l0X6byZBn1JziJ<_NVy9%BUy^Oue+gzV+`-3nFKL^tJLh$g-J z!hGre5dXL9fov&&HO*AVRlh?U;E_6+e#*D7U6;#WlW2IlPwKS79#MW=bKsY-U!VHy zS{&oLz>A~z5h7|l>=TbPBc+n`jvu}{>UKWPn>47RulKlQ)k8x27BxYT=V#Uy3iuV{ z<%4|$)y+{b37GU$)}p4WCtE;!|K`AvmPbhr8P*j|hV^j%Gac?t<3v6ceh>jgtpRur zpPFmgvQCFXw@PTZo`F#iM`2AB*kl^d+syKUo2FK@r?Fw$tmxym{FdXcDs(FXuIBceJLT&L4WM>y{1ec=Z2^etGWd1kIh(tTD z;2-l^`pagh_wE!TN2JREJ0`krk8*Dy4c|T*QO8-bAOgtjhYHJn-)sQ*%79J!jyU& z!z|$|Ju#kzuYB;=lS}H-Ej)~qK)d27WdYId!s@RQ2=b-sTuMTqFC1(HXQjc&3@4=( zwRuGO;}hTkn^9{*OY#^Kkb96@0m8FD$JuCDF6drHBYU42s}!WBUZV6s*hjZjWtDLx zEt*VCRo?2QIpvfkyH9wOr+_ZgMdi#98(rLXJ^iv!ahevCY2*eN7&P0?Qck4|L$LUK zA@AWD|2lx4>{G9r*86o`I?3m_-e}j6{gC@I3BNCp4XDG$vJIn#j9>2Q{8`TJ3rbchrvfcV1l5~ zGKT7>RQKlgq_`5vQniMCL$e)CGh0f3cA=~_se>MvGU3&SJuukcXja`>i$!#8_Oo*^ zL^@MhUWB;gKsO}3KvAHKFLy0k&E#IDpoGmT9v?5hR{)MlTVnz!1+yAZvjk*fgp33b zbT0JQm%Cp{)VU%UUH4>a)*1gafmy$nDC;I#0S26``e)cgky}0iznGYrqy1c5*!U!1 zRKDtqqIkE{SD1K=R9vi9$$wLU41N}0j3B5TK7a^bS;Bf*boZx7)=NQ;-6}50n*E%P zIk58u*qNMc4Uq6lUtat6GH4vH%Tia}juh;?jQ%?>UF@;JO3RWwH9On)><(wR>#eTa zFcP%=VcRuqB_JMt#v$5%8r zoR_lZtMbC#UXVGt60 zOS;Pk>>=4zt~%0kAs;l}2?xV4xq}}Q(EV!YFs|gC2)w~B_qxzbVpDnW3J~ZUzao@X zJ)3e^rGlZXvK0&)s<4|qWInq@Bh>j1eOzigJy#1Xu{c%-XJB&}SkS_IAmRwv;lIuc zv^2dNI&elbNe2Ju2{yjsx^|R9`sU6b5rV#9?W}@GWtL0fAqy=_v~yZv8+)ORf4UBh zy@e=xYy)8-YQ(7X^jV9z2PO@dKL6+F^`qQX1FC9`iC4pI%{K>UTgYN&3Z=*|xs~mY zOC3YzNi)dENOO;x#RX{S#*mNWnKUVZaal>?8#KxWPOC>{V~2BVS&J0vHDK`u%Z0Kkc9MTcpYA>SsC%z!dZh`n9E$MhheaNc#$E?D?zVG_1?MN3oyfrstSCux3M)T4GQ?*zz!0M>Z;Y z!d4&S0QVk~su#vto=gLhKffVh87-grsJxIWK<&Bp{xIO?*DR3=s&~Xt@JvBGmpxp z4lO6gp=HA{d>6^ccPdp5&ZdzYfT^H|DY*X?^npzdUbiuk1m9EU=-iO=8fwQqMV4P; zr4+Z17P;TUYUgQSu0v;WGS$Ck@O5oL*O{UhFXh{ibAFD7d@1p?xRdl0lF^>Y-Ox{Da%=Dg{?ZX()~k>yRAeJ!|O z_tM~3GboOY#UNW4sI&v-;?{e<@f=U(m`UhbPHg4An5qto&4A~97)e?j$eh|N#xV=> zgfLdO+#r-~_tlS7`}hyOpBS@xN}yY8YgM&Y?^M>wD6{3$a9_m=(NFtW1GIq1qgc8< zmpias#HC_ixlAV3=O>XfmBGxs#g;aNt+hF`c)--cV3l8Y7G*7$4+4(7H zPY^beoxs5wsIm$hh#6Wj4Gx+Z#rEa+$1T?!V7+`@-@2`-Z{74*onL4-_3|SuXjJRi zQ|Y18jVM!?Y{zsyN!FsJ++59pE`!4QRn>0nm;ok_t$1ei2Q-@Z!s<9C?)eh|`wVKG z<=z8}*ww!SQP&g||qHZA<_Uqj)wQ74)lR3tOhuIy~h6OZ`Fs9snU@L7E9&jGY| zE*OLp(>|9}1lV{<(~Ipa7qBs-&5zQ8R&C5H-bsWTi|5t5;{BVA+kVcur<7M?d1^yU z;Z{5Keq~6Gks@U{f$X)RDbknZI5?&#c6P?2Rum(Ss{hl5Mu_1;yLC1FcB8I_crZV zFntwVR7VWu;;iLO7EHo*#QCXG;qz7~-^g}BdtUFGQYPkoslYr+u%g^~<~O=)3Lj#) zcJV;8D#lx2u*1bp$ag(GM$=&d8QVaf^z!elrCv8Xb7q(U$D1BT6*Rn8cZ1}!&>`!a zaXs6U@UBzxk^lVDTE!MsnOfI?nM=_x)J&eFI~WKIOl6%LXL~s1^qdZ;{V@K8+S&_caiGVE?n`SYJP@q7-z%gfz1lx$Dk@ zj1yoilpc`45bF}-(Q%Q6iAH9~hI8fv3OmgvmrLhIq0z)5ylxkw@(`9KmHV}+e_f;< zHS>Qm6~_{B7}f(u-12EFfiLt z`}C6wE4n>v=SK1QO&D8;$~vPiZlnXL_`U-0^2#r}9Qf~IKRMdJ6%X)8<9KKU))W0* z@;j{ly9Wy)sX;mB9@Fx|9aK{OAP8P6Sh$J(glQ5tWGT}Waf}6c`_`c#JmU#-Tt~PN zNRC>DWiD}@9vx28u zMpW)t<;(x{uGCSrjj;z;zy0yk4wA{lX1lPUV@~o{3tGDs1h2zm-(0$)XZcEtljl%SiAUsE! zLMgw~MHWb44PwfOfgKSsr)3469M00%|jP5S2bo$F&Z^_p_l@|$~0LAdTf-0 zqRhyds)seJq5W zUw@@D69+=F?~XHUsRh3&dezR zBg^Xfn;rE;lN2OT!|LUg!|B@7pQ_6fEzW`Sg1q=ACR>Cl^!9NuYTf(R1W4ttnTraR zSH1Rw9~wOvx53X&W+(m~SK|3zb8wb#ADTKVOAiHX>Y;h9AiQJv=<1yT=2h}9Rc;vh zCx`7=GxC5Xb&cWI&(iOjr+{BE)*3=oUYQdJm&KkI1%O;&!i^F8HHMl-^lpx0nIp;xO1Q_YUE*_z0y5O6*fg!#{ox81 znO%WvJU2~~j{fASWSVVRFb-WoJMRgvcK=txb4I9*6gjzJPyT~0n5J|J?qwWb`bc@& z>Otdf_2DJQa-H-A*E}2980f_1K6=1JHLbTQVqmnpql4(ATKa6;%*d(6!`Uw6d3z!X*k^v|*7(>$C!9OKmj`Ge?)z`wf9@U^2`$-W1~jx< z?@WPN$4xPF@Fk0n6RQ z4DjV1gH-*9Cod%UY~0&~P-pH#=rfrsLHw4F2;xbN4ZXuhvq+xcAaSjo;NH>h{|$0$ zrjqwIrbgLYqpZ?QFND!nj-S`bA@D#p$8ZHxmTLP|Wlbrc$C|k-E5hxtD{b4EzB6U9 z1v&O17>+6)ez4)K!Jgz6{?8KNi# zoZ{0$7~@@O&@uMQiK&=RJg}MzbscL#got+dhI+=C4!}mr#`mRh;Id!7S+fH{{jo7w zMp-|*Gz@VkKp${k6oE+XB0-xK?zWd^-+}$eVSR6s|Id=9XQ7IXoS6>8YLYPYQeSCp z3+OCn=4nsZy@^2&{{__w^=UtH7O>aPr-TO^W9S92L+ICx*7tH&!eqsvTTEEEi)CJB z9n>#?Z(M|_{(<>8OB!#&DzmSWCtPv$l4#+UQnZP`xLB+^RtBII$IUF&#Ir4X1Q64l zIK;31S~kU_B#>0n4V9U1rOAV@;+bGJBGnM8OaY3h9I4v;kTVB5=ufu@N#R9Uni3l zbL8smJa?RWduj-a)=|Zuy+tlG*M$w>4Aaj?_sU1KGr_}P$#@wh52db>rlGBRXXynA zBNK;hX9^K`z4dlgu5P_ZDrGe;=BtKt7D9zRfFPL3(28D>Hb@gqVrkByC3y&FB`CEo z{Qy`2hX5)J^BFBwpAR0-$eDru9GzmmXb=d2amKc1xmrF3)D zsJ7dfSC-WJUrQ}lW3L(5dSo!8OV`LCpGvgL!lH&uyb4=_O$0L$57zi|+F*PnAU}gP z7uHi2q)hkz-+(zkAvr!9NmKm2V`?L@Luto|+AQ*6mM06%Sq(>| zQMsA1a1&eje;YS1d9t<&_nGHI*j{9Iop^@B>o4`6jYdm4VI54&Z>>EO<^2LHZ6p-P z8wEyaE$PW_aw#}n&%9a*RQ>_1dM5&I`AZ`j^LhAMH~&}rE7B-6rOJ@z-zn?(GI0{i z&5X@{l^1_F7eYDnmlRBc9O*c!{CKPFc0`!@K;IT7s@?W=o8Z*|Z-!A6_vb#fH-rKj z-erp*6au7AC%^goAAsY8SiUR02Cj1)q_PpK*S8~MiOVTdNex?g1Ha+2zxPq0@+p=d z_jcLBJI#91<}js|GU^NU(IzQ4ZEnTu;kW_?$g`iN{OBhxmjyBY?8meQ3--K&C`Wye z63!=msxeJ8?bt|A(hn)UCCkKAEl=b2Ri+iYMY4yum$X<%R7RxlxYL6sN`G(XW13+l z8UOL?M;82ak^iQajP(huE871nys$t3te}o2d>D^*!5?1gWiRDu!~bR`VU-9Z!SIw6 z@3OU+48A_!Ry2onP+c^jJ0wr&z5WV{TT~JTvl1ft$&iaLm#xkUg&eP>MpbXUT%eTL zb;o-E)?uKWF$#%S183#2jUy}BgMknB1B0zoOHjEso=)_R$ z>7jT5f=X|>=*of9llaSobV?%x$vD~)sC_~UtNU4SPXdL(FW2zVKEJ=oenI57JWwkF z>?+Dd+rjrgyrot4hcOiwvr4)Rl#Ph-V!!_|`+1-UmuXU0rQ#TxTNd%FyN{I8^_^|Xff5`S8F=DvXdPz9pWJK z%G--7r2|K7#c|4W|xgE^$JQ zA7GB=g^=_HxQACVA4QU{_*hvWKyh%2kssbK$+X==dmuoU1>iX8*y-4|ZQHhO+qP}n zwr$(ColJi-tC{^Q>Niw9x6ZjQ3A-!csW*=mnY3tQq{p-c#pOX2D#y~CS`sK;CGIdELx5 z89kj1bAiPmetXEe4Fb@V`U-$LuMYs80olYa3SP^jDKvx1Q+WTqe=w{I_TVL}R)2^} z>tTp9B3fINl~6OzP?Yy_uyFzxFcs6O?697hKt6htf$=iK^e11ZX6ybTfK-oniBzfv z<#y{0OTUc~5hmMn5yuyx;x}<>^iz1yPuiG?ks|X&qb+sM0H7yd>mWKN+T^B+YQ)5h z8umzeyKMO8{nqlg9^>_#MC30@`=z#8GRtQ=E8!?N+_0CDL-n(oyB$Y>x2b%Z-(YwY zs%*V+m1J@Pbt2!!vsRZXYmdPSPh-eqqxo%6dCT1+1I*H#k;AOZK-{vlGiZocGq)@m2!T9)m z3MUY!sDFFlHpVxJp6xx%5t>J-&-+7fSl_XK)oc@l&fAOUFSYtNOWMb1N>i#H_N85e zNCA#UV*emlq85uBLBRhpw=k>YxKF#trMo4Sp(&{ zF*yzmwhEbET-*7us1uaPJMIB+SI87E{NK7;079f%vtdM#;|TA}5Q<5mSvgb{7cyNXFZveY5f(NF->gN~<&pt%mY5FMOq@v_ z1+F3@SA|6^!iddc!^1Wz>m*LJoE;s=xo?8x8JBtT~iEk2< znRI4u+i7jKH%B};6x1u*-wg4pIA59yWMXMbM}aP(B>Y^6kJ&Ee_Gia-QzemOVnh+` zt|5C0sunNek)dcr_o|&8mQhBrlp|N}uh=au%nqeH#Lk*6n4>$LLTgZ|K8CI1ZMjtC z-hHHtg`K~DL(IJw^pw~X3Nu%eqGrsLbiQ9}ons|iwoPm`+ zC95?9sj9t4lZ4@}1@+sDP=cxRx2N^8^3y!CMFy&WU2~n#Lt>I<$?u8zL)31gjznZ$ zZ;X4o3r@^C0G!H!SPX@p5f8gS-1Ur~Cbzer1T=d`p1*vFDFfPsbEe~aq$R+A^m0%a z0_#s(laJu;&kqwu4AFd2MA)e6YQhXq`o9VBS4SnX2|?_=ZpQ8Vz1EbMU7;?FI%{n| zc1x=cKUg{Isu#1T1k!0*t*YLre}j%>Fiid>;lAXaYU5ckH*;bmC1O{9*-j9z89pXx z9DTF1GU#tE%Qz0^=y#i1wwh5MqmCH6Jh2StvV}Vi`SP>3s-B@8L_yx;u&A^+o}5CX z&N*O!!B80|F#r_C$AUm%^yfz-+=9R}2({Y=+ow%JMi0sGlCo{5 zT(5^6LB+1~1u|gYN>T^65(?0X1BTiiqT)B$J|GE4gQ`JIo107qgzFMp0&G8OsE~ZF zkL40)eC4c61EB^;@UKhj=XSocwQiT_u4SjsDSbLyNtNpE-MZ(4=E5_{t-~bC%MQmM znw1*lq!laK@5Sd(Q8#R}iF0MftumfWfEQP6#>;6EhpO84FBBc8UGi$$jZ_Yf9kzE1 z@;xm0-ML?TV!Gx4tC2$Bq3jsINvV5htAanBoV#PD|n;(@3 z5XEY=C`_7wr(7L!kTYMC16y`UH?`{Rf~EMtS{hotWkBT@z}~$th7pSYVV3~o!J0r- z4)d4V1{e(qYA2*?jOi~sq@JQog};_A9_n{1O2&N2RL-G_1hfON+o($f`1Ebc1o=n7 zx`(-~FLhNHm&SMKVa3!9pPMZV)G}en543Y$zwh#*XMV5e>iL5JZw}@M^+V=ZqgI4= zx*_be4M*aGqm+&m_)DRiwv~K*{S8>P^MBw0q(!wXC_mPGMV(t;R+WxO z9Z1%iEMbT-}F*!fb@L?Vl{ngu1>)`I*1Xk620{udUDFY zGDhIHra7#DXXox}K7qr!v?)L1*IF`6%wM5#v_#60|!VGbxR zd6hwN*~(eeVhix#l-GnPE|zCeOGUbQ9epbQcd9yC>-{pVBuS#Nyo$Vk<{|beer3`1 zeWIg|u=?)3kwvTVrOW^Z-2-rq7lX~Lh@K1{p;eD8qpR?-gRm6|YNh}Upui5#m{x-I zgpfP<6dAZ=dmlC!96NhoW>)YP2iP#DRtLybg43TnFS9}A=L zY@~W&v)lWe#uM4(Qnl(a#UOE;-Nl~yWOd{w8v40z+2>88%18bYZlF%{J z_Bg-=E|f{_e}XuCsQln^%fjBE{sH|E%I5bq@!3P#qv~MtN=~wndLB!~&>aFuIZNPK z%~(S%uJ@iMPjRx1i>C@v6>)T%w^r&(Xo>m(c5zV7VE`hCoqoG6NcY6!o=a#0p97s6 z-tOJWo6dcMtA-K)KsD+GeN}4hzsPYYJRS?bRITtcG46a|3DbQq<-;UgQ5fh{w4lmCjYM)~MUu+&&rL* zL+Q{-vn66W;dE!66UUJSUrXP6evszQP+0*os(+oi^R1?ofdkVwKzo3TcwgJS62BbN zU@>~CN2sTfM6&p?&f!Ukf3tmeioe@yk?&lHzigNx|T$qFa^{X%I*W0jTFL1b+0`um~CkXPu9DR1dJGnjNQ%6(F++1kx1 zH97A$9b>A52BM_dg|&du&6L+?-BWw+{^!}t7my*N5i1LlxG3x-$(V*(+QlJD6cQu$cqz(o9`Stl6Uo-<#!M=dHmS+`tVX$v_q$*!G6 z@xuR&NlIR35z$uw0F3=R{|BG`|G*>}{s*7_k0e>r-%|aV{LhY@rg2?o`EOAYQ~N)v zq`T*Ju5GQ;mBi57W?BXCONq{jNd;;QVak99s=MD_x=ZI?$=hV3uQPwzkg zIKav8v&V|T_0F$}3E+<^;CJn_Z-mm_@AdERGNm}h6Rs(f9O}m|BjA59 z?5Ezx-^;$d=lrwZ_0TG~V1PW}KK$Rr(KrCT-$R?8yx&75B8vlwpscDO=pc#-h9I04 z7Lp*UsRo^2(q|w!7Dg|?rEgsT4p*sgeScUG5yNSV^j4_I?#_Z$cx8|H!*>%e5_Bv7Y>G`w@ zd$0b<_3SyuxX4pp3Byiu!KopO&BO*G)Wj1O?`FFpMRmtB%h=RfY}_k7^;Y_Aj) z?nFbHkF}6qtFF}=dyyui*=1mo)b6v66B-XuX{}`UOtM3a{E2%5ArvGEy;HR-IvbY} znK_jdX_hnVhd~cvtNUN)F*t*Y!<;%ou}DWJs{|Q~g!KpG6CLRk#yzINd(vru5)m1H z1-Z!z>F@Vs6Y+}I^YSQs;h}=_4m^oi&H4WOS15+?uDa#@*+B8%Sqvd zt9XaoY@{4Zufa4E>T!sC>o4ZyG@h;B^Y_1xjr6RnLnnb^tCsyDDKQT<5KF;oHa|Jt zB$J^$4%fN+nJ}>SVUfEgaaQ!SU|A4n-d11j&D*hk_X@rc* zPDr3mO5*g@n~Jp@dhbtqvylwmtznbEwldnDSY=As_cIF**J&ePhM#y`Msl@}sVMTU zmB(I9&;^#$SnUa5e4>VmnPQJ~c+hJx9;HMMAYxxO__si-+8O!)_#O^}o1vkjv%_X} z4gSk*$ncJR2V@hKd$x4A11+YcwWC}__l8I@>!-3>e6+($j7&^ zV<2#Brj9D4#)7?m#u`nuTW-z?`{@H#`8GLMn$Y7A0n4z=L9Et^DC@c3wy@-n$S_3WTBsuLsF?aQLZ zunzx-=5&(iBg|OgsS~!j`D-6om{Socmv7(#-d`$x|8vVUm_(22HZbBu=s`lJ((pI(-omslO{jyRTq0MuT#Rl00P(yGs3=w#to5nr`wDA1hCUL{?#4n>!p@!jeAN5Ii0sLjfj0wPHw*>)$= zpSf)+0vZ8I%Q*&Pvc#e~OWdI4&$)h!!?h=!o`1ItLQ79W%V7^wLzF7QokilAiZ;#T z7_;nAr{eDUol}6)#_u)5OwqB--nKPcrR*Q2qIaBj+p!nsVASeEXB2@8`TA zp+pv%8>{EA}2CX~HE0iaD9K8TpWn|AM%AByDd~@1(i})}6?q-6!{9@Td9T zy?*G;++*|P<#m3riVb5A6udR<^y`!`<7wvV76C*pj%+CWM{N-xCPQCxx}DSMCzT)_ z(Ov3gr@$Hhd%opTS}(rK-n=~@j_bTAq5*-b<=-nf1Xi*p=egSRqoLPxvWMii?x;WR zoTUr%*(Y}{e+R~N=nMtjdql9v&oCSWO69kwmU*5JhbaVh&GJTuQiO9qZZn_|eSyQK zN~e8&d^UmJ-JcMzXpO370be*}yH=F}R8m{er2F+pz-T$<5K9KDTHHY(kG}*9f5j4A zQ>c=SZ(ZK4RfN_X8Egux#B9ae_OeJLFsVz3_7VCAsOqyZ0B`~5c?=6P5^p9ZFN>*Z z9oz~TmgpX8?DrcBy9^TN4quYsW-zVSp|l~eoDv5>7(n5BN0UlJ=-4nRp@}b5 z0upGt(hl2Xii;okWm92Lz|^EkdSHYuo<1CIGBoz+Y2;v??#;7=n-nIl?_r4z|EE*& zB47wCXDL!|MnsFWOgV#ZtdZe0o%aSKTF0uc3IOWgu%GO%T3v&KnLMWX&5hccZQpW{ zZ~PST!pP){=f{qkej)lL9ef&oUU-~=QpE|#17rMK9p;|@IS3{mVK~ZR95fhRV)0+- zym*&&fm^`H_-K10O2#4Q?9@l0{v$T^I#HQJHgcW-62-iFN^*42|MVdpX=y*yGn-Q? zkog`fh_K|&Q>aIS#nF2!L2+G3hrFfwCtkig3ed~(_9dt{A&}lz;rv^`Sbv0Qo_r5` zjZTY7573kfM5g@2cCjFP2v-;zJ6ZB4>d^_pjo0E9X5Z^g92afU>@zrL^?7(&eM>Ex zx?U`<4H~oDQwr0aR$@ZV+#yMBop<*MXbAUyEFhtbBb;MRtV0n|bk_+e_ryB9%?NNN zKGaf-0mE&V7Ua5PtC{0}Rns9ni21*h}LLqcy z|KwOPq7mrI-7U@D}^T4xL2mB@X%Fv<v}g8tJ6OZ}{#QSuXNzQ> z?ooTC+fKL3#(4NVdz}GylasHQuZB$vF!TssatkfwU_6|OSow~c-|3x)8#~;^>(zU7 zB3^zx9HnML`g)VGGrZbhy&up?(;H7_%g*FVAnP(N=A?(fjFHdNd34jq*052;eFeM4 z7{UfmnaV?T&3fka*Pi!}k7mZ^1oju3uDq7RBPEH21Z4vghy%#F)uP=z!LbeTXS%WS z=OS{5Z!=RiexPATO^Mc0wAr$5 zTAXyEHNsy3Qftl(?}oUIK-rG`Nv0gh+&u2>_PEJ6c=01XdhL|e3Mj33-%z7@mLHLM zR*2m>yTS}GHN8e1JILZzlQOQTnr+0L@}fWGVf-A^%FwAwu$3qR6@zQde` z`YTWAW%IpF|6Hh8KqOt=Y8@+fS&|=?8N(k<{LIzw8`kY^w}}z{H@78!7JMec^4wmU zPnk7&&vrw{=4esj7^0iI~@{2F_5|QAHdJV)h^4=jT+J^L0NrDHZnisezH=V zOQdpFJghhp;2Oe(=gR6QAtcAt;DA2G*;e)6i>dY-;$sS2{2zft4ytIB*)ykR0(bii zqtgWI^AQe%=^2E-A>ujbXFeQ7$#ELAm23U&3miS!`WI#pNL#|kG zf34n`FS7?51hrNVdpwH?U7VsKPVlISx*g)2J{4v)PCd?NCTra zwPOeK@|U!|;qtu&vh?ZN!48=z5FNr{7@IXvN9`~T>;P&*9#hU{36NikQ50Q(0|%I7 zV^Buc;3l21-`HvA3TmA0+=e$aW{)g!?}V~gHSh>M*LJ;{DAM0#OF@tQrE63WAQs=| zfzLut?d7P9ftU10z^_}Iey)w^^QaGIYz^O+TTu7jjCYk8KpH+kfuL*RkwrP6tkYwH z{~(n)eDRwXlPLCW4mmu+gF0bkyV~x+7Ns`@t9LcnyNt<%G3i&XzqX`N5x!diNErUz z%-Jl7rFEec4Xs_M#gAByyViAZefY!1wO@vUYlML5b+n}!)&Lw!vO%dhl=#_j8;ius z+gM>4ItwZt-Dy|eMkab&@nUnT{t+{$5imZ2lsz2As$K4}~91Phf;qt?(ji2A9)^<4Z5%?sa$j-y4bt)QuIAn(S28|eGE`fV4M0p4%yv=|}P*hFlE>cc37rEHo)mGNw9y=A^N&cm%JSQBs zpf@(<13Dts_X=ZAt0wsjoSS%&Q1 zx*B;!f?F|p)wL!YSS~f5ME5T4EVcVEmp(p$akkK+E!wbHrgYrQylbWOGheIn>V8&< z|HDb)v4cglIUj<$D8wzv;^WJ=@XcGb{_hLhC@~)I)Q*f$_?0OI(^zjP9&ZisXp-p1 zb&_ZHk~V;0)K{>V)l*i1hP^}8ZWL4hhS1Bi6;WrLl#qVJ>sVc`l8;*C>C^c(SV8}W z3$YY}lif`hs-|l_Wx;c6K*j0p$Q`}H`fPAa-vJSlyEDg?62yyhy^y=`E0fEpcXBSD zhvY`(5LR{|Zvrz(3e-{p7u(X)eSX)-aNtZI_WYmHxdnnG!%%Z=Q;DCP7G9zXvz*$4 zhs}N=>I*Roc8|WhiFKIPJA;FnMAk|i?pkVr-pOXE7_e!Js<_!;8xY_Nclz@8pG!6_ zGRVK5Ht51@d3a|X_PpWpFEmColHaYRwMGf+*QqJadFc|0^}ra?)NJ1C*8t~n@9*LX zR%$atY$0?+rM)^w#akhN#ya4OGV~vY!*Pv`V>9CAUng+k%=nQbRd@LDAXe1lo!oYL zCdbN#HwOz=zi}4M&XW3wrW_Sb{xVN&j_#-ZTj8>kAZK(~<#%TqF+AGDW|>(-5qSNA zf1>6=7ct5Z4N>zqyc({emE-xrG9zhjw>>n4j*$7=a(b4|m(h$03|h`dyz(WiYqUYU z+1jET0dh}o%zs3}#}iYAeiviD9XK||l&M$;kxydHpsS3Yn~o}1QxR)O;b;6p5XR*| zUM$(y-$57^UxC`3KAB}nBtpGN!Ukl?ZU3AQLlGzpMJNjd%j*)F*2~S&q@4 zk>gsaX;*T6vjvgAf2c1^dvBt8jn>38{j)5f7bwxirt$%vd=k@1@Dtvi ze)D(cOu$;%l| z%nyGOWKhVe`kOwn9D3)8we4EK3vQQlii->f@PaD2el}qOxoJR&$-E{4H8wG)DatUR zzBmG-D&qVcnTlqT3*GStHrQN3WO-o!)%ttw$-01`m-&8*q6B(KC2UBJg+S8io!$b1 z*P$Gy4>z1V(D!EhyHG+k6D?s_3Mswlhya%uf!1?eZCkA01U-wIe;1!MiDZ9ekU6QG zifcE2)gpQEMy_Fmag-XeeqJr!C#{jhm3NgG#dAq_F7CK>2!`)yH>$Dy1!j1~oi=Rt zaQD0l)OA`t$2fsEhcC_71)vZ7+6y%%?0eo-EtCfW)sAIN`YI@Woi>MQ4UgA$6WB{) z&{yecXuvWz=){LBvOPj*3u4IXb12@vXT|>Ntc(vP>%E()XO$)o4-|`73n)4uyNcwDYQ+T${m)DTk$s zj*Rpk@q(LXEzP6-PXe>HS;)46v{l&-FF!e-_iW*o3zd}L6Fj^E4PUWm=n4*wtGEWFN z=OXl34TSQ>w6t{`;kznP>MF%$PX7dJd?(Yu%K=O8!r5aKOB!ImiRHi*sDM2GY}(Ko zt*2sY0l69C4wT{%>)ZQgCLmB#bL*k~Q<7QV&^_R?PFDI=#gJD!SkSabo@8W*|)({UbTP$Y|b*57Xbc4#XG z7qSX@%6Jciw}LvVyhABcdu-IVcE*Ku|F)B0?50}}eZ@Bw`6C6M|8UqXm8W#l!{%{? zgSc_w1%jDVF=3;tW-Bbj65H0rGDbcS<0v zWTErgpDmPz;>4kl0)pOs0S|A=YzT3CAa~$#`-1J`gZ)-Ya;$mqz{dSk4_69KM(g6% zROLoc>0J>J%B|d;Q^$r6VCw0QQO^cLMY4(1p^H|P`tgj|hn1R&eG%SB3LqC3de9~G zw!uZKGRiT;u-Qr07%wEN_!;kmeW|jHo(a*}EGjR#8S0&rngGWTo&{NN{Mkm#DXiGb z&kS|#8KMIv3C~Cbfhc@E`rC}I+u@}*RV9j5Ripvh=+F)}0Gs z^)PuVt}=UalZ@Z^{HvL|*%OQn;h}3bmtl(m(aCq)!jwm>bDpQdD-uAn@0o2;yptX~ zux^(VC9ljVwCM3}F}F(}&k25+*|Q*d)OF<^$|} z&rVyt2C=XAeTTDv4zq$Z6ccJ9rNW-Km;t8ua#}ovaOGr(2yZ2Ax(iFUS2JnR)5h z$hdtN{TZO0$D)yF8A7$nAI|v~9hu=1jcm17gY~pyT&CE9I=u#fX*QO{QPQC5T4W;2 zHxBr>qc63p#cZ-3O@uwWXcv+y?PE z0MAHv3Gjz!U@bQk@Rk6Jh1IE%OJp~Ox71%TGaL!YZ~{jxQkNvF;^$;sIVv znOSs9crvSS;sQ4)2GRu}5Wjn%=x9^z2}kL7KcA(sUgw)Qd>Zc#cT(86#UXID@*snf zr!m&{yeu)1K;ktzGz7NrvhD&oCWe{1Crikhbe?Rg8wi(<-S%e>wc_|R^7cyrF4AO} zdN~>oW8?OGTqi=$GVmI;*)q9AQLV;+Y5bn6MVyQMM9^+Yx5ruYJ%jyz{KWS zwp6t$^+;1k?)6M&xvYiNfzk-?jH#C_(TkK%9xzwtSIGjKuTXAt9gF0yYJb1oEq8;7 zj@)Ne+S9xcH!wll^Az&M(I?O%149-;(kOFMKXhiE-FS5S#RKYZn3tXLNh@{1W2}nO`<8x<4nnP!hA+4}Z!=y5OeXaB!r* zH|qBD5X+Q6j}^gpRTS3|0o1=5nU=OPW49a)YqI&(!5k_?KUr&!#TR+r#>R^&zaMje zlC9n-u;&A&_)I1n8#`jN8dgYL**jArszEGY_>EftA{>szBML@{ge7$6+s=-MkST=2 zUm}y0;JB`0BPuT}GyTUyE<%$ua}vSR&dkgb9HWi3j;XM5a??f8bV`4Z&WE;4n0l*M(9(1to{9v95iY~{I@ZvH}j3U|fV&Qx^NOJ8ie$Oo6gS-wGBkV#A+HJ}bwfW`qbYXI6rO_bmHm58-(*FRjz<~l znHk5<;dpje*|rkNF5f;kGS9a;7tW|mSc>)LgC!21nx#t%ZwgCKqq_9mk7_VT>Mvg@ z>)5Z0de7%30kb#7N4<@)mMogDi;4ioR`2 z6l~~LVRus6pK>N+?nJrAkyQT%`B3vxSbsAfVVAl?*aG5f zoAIT@Red1q^6r#Z|K<;++fp(xJiUK2FgK4Cbm0ADRdd7-k)g9uph7D3iQBwmO-r0n zLftd%L;C?+;W9Sj6*(LmuY~EdddFfb_F#ulai=Af`|!#RxHK_)5GrQiFn6060&9US zW@ah8>z--nC5`-%Tk<-AGv3+Z8*KltwC;EY<^d)xKxtw_+DaHP zYLa3?=4rIA*)Aer6NYi$wDktRwBuQ6`nVf$1Vu(B>H}+Gsch7ZRmy_9UxM)yp$}j6 z!G!{>vwY)ZLtF=Bm5X8A7+Bi-k<;|70pi|( z>sI=#?4wXh^3$VC5n^wa4!rtV+xV*$T)^K2d1Y z45@H-M;5JWE-%40LNhMP3~73#9ATWTa)%1^Mu9J$s9F(;XqKLEY%C~e7h_VTJ^NCqCF1KO^BQ}Z-=qi)?CxNhAUMnnCJ3@3x&+5vq46gDpQZ-AB5d9_gBdRcY57=Mmh-qaO=FW!CirQ?N}L8 zXl@@!{?rQBz|g|}I3lcg>VUo#*t9N9W$?1Vld2EV+S13N??YN}>Av)$qjN}tAJJ_- z8d62mgz48TzWtoW%m+lxIj3rrTa1?Z;hlp zD0t1z({l#a)b-*`F9~wIT26T$3@(qNzfSg8ha+$GDd|_s`J!Nqh@XC0B&ZGtHA^FHgj#k8`3bS1BZ*OFG zBO+Y5T-Z-_AY1SIv8r+re*{zvJ$Kw9K5*>R(WC-ie!g7P+d!svTE-U^{HsPj9{LnK z5>YKjZw8KnBfcI;Su2%+YCRgz-B5c!SE$$3)+1O+kHW*Gr3d9`|0V`*=)|~1Qo(B* z-n^i4;=54@q#VW%#};pV3hqC%Q=)Geb*ITX4x6L+#xk_QaFMH`I=rE#_&z+3Bllv= ziYM$4vviy>-j)VcZ>ISJ=)Y?r$-<30nU}2uf#QAT3=1YJ-l|z@8cT=^T%;kWG7agE z?;E8-pYJRDLYI3^nVe`Wc6sISV;z+^0IC+2Vw8AYp#C^@+so~Hv?1NLb0GjWB9aAQ zH;^}xSr}!G#0|WEXXMFwOU`O9R1U0FwcnPpisD(>_a)W0)LH-|5Lmr-$xgA@lVOBd zW3M`!RXrJa%1MT~9WIt+&|-?@_QpCQ5v=zKi*fBvT(;qJV5ctOLeV&6LT^X-@S}>o zr?x+=GGjYab=*LAkiy=>YbJ8iN+L!Wz&dFeUjbFMxM2o;APq&pu z@=GgIw!|dNUzp*>msf=7$D_bI)*uH$At^&~o*O$p+3AvsV=+?Mm%ujpTM^J%drvYglrJ!vY6Zq7Tj|AVBOj)gB}xk6{x{Y;H7 zYr7QEQb~xcf|na4LVF#Wt|qH1c#Uwjr-Q)W(PWj@L4IXz9yJZ$S zU7z;xeUBhp$9qDzpy&>QY}Wr z#jfgh=z4dkaUyHzAdiiiutuT##N&VOnsU5uCFRmB+zVxEOG7SB4Z4ChQ^H2P81s|C zg^szzUHWGe3#sv0X?Pe6M_iB(y}5?+)#*9@sFfjFoqft|w|PV+=3D@rhbqDm0+ZXH zW!G(H0GCcX=f(da5g*SUmqGGK+9NIIEV+uI)Z>JmttWQ)7RIkEmh62&vQQw zJ1N=tGn#s0)ofE8n&d=><1XcK&bHHXkET=dVq@%VZ|@5NGxmL5JZQc*ft#qCF{``$ zBMzSU==`s!XlUyUcz?>`gzrTU^>pB^Vi{P&s|oCkC+NMqWdW%leC-WM#d@0^3m?vX zPDulq3LD)qK@VRnVY*}ol^Zgo%Tyr^Yly#mV#G7FclebzSUUtHf3PQ&m`j*sr@SPbqGFa?Zi7_HIXZ|;5j1w@ z;G{>~JA4%X{rrZr%?7!jDaD5OVpbXd!SSjr_zbiEV(QkAi2;D6x>&! z6{c^N!o(4QF^huTLkdmP%YMOLJ;JQbbW4QUCpQ6!`Y!(W`-EFe+G}OAtD}9xSBy8B zNU>Oij`qq3kzuRbHCs?@$4u0i!J2gb%Vml@yYHyq?PC>zSwpw!21{~9$TI;z-_iN< zEVG+X?-tJsQv#&s88m_zTDqM@$ceC%`7erZ8)-&r^PoS)Q=O4^2g;~;hfR?}t^^Yf zf|wbEY8aUUYhtrmuxW!SNvBzkM$JL}G;3gBN5mm5!!ZKEevii;lex-%71z$obxL&a zVQtjdIyE;jHp+eXCsO^^ObECs(+VhMI>cpHV*?>8X^zov-C5jp?_JQ=;J{a7>Z*3k zr@#WazFDaurT3x&5Xqk(dk%L6#fV4O6duI5iudZ@m`9=qn0Pq$Y39e}H6Zk=swek|gZEGd;vcTF<3x`EK?K8a zn|{i}1+z>R_Xu<`X8jF!aU(Njq^;ZKgkgb0e)A&qx4!-avGK_?>3RKH;zykXM;-e`}1GNk4!&3$5R!nnzhF}); z94`Z%6dfZQ)nt47XkK`;GP@%6b9W%F=LDO=?D}$Z7NTJ;|6iLOUGiIUoy{&I&E-`1 zM?pUhyfnkVtrTDP6^F|qB}7qkaL(p&xg54ru%qSGBCD^Fym#H%h)?$;eeIm~K6=S< zjz39EAY&1*`7uO*aRzCJK?7meDI3?9Q;VtvKsKk}ITc9t7vF zqj?s!DjPx5a{i^(pz0UiVT{CzYAkxBFokA%ox;QgggrBE%J?j-bvnUXtc}tXFnjon7qf8Ygg8xw zBY~#74A?$L{x}-AJdhv0##8HYbx)ceMD~1Rj~M1w_EN#Wjz1O*x8mM?DipLHpIw)8 zOq?;?<5o@FadXXFcHDV(UM-JU3>&qDB`pB&*t70iOGG&XxOIO+e9jr_P;A?ML>|{d z-VCt`%^^i(%q-H-0%#Hpy=R@7cV>NdmIT`M-+T@S(x27>7rXjTxL__`u?4)#38FsH z_Xs|k#U%8e5iwsGmkTpg9?I3#)Zv~DQl>akogg8Ws1}A~09(G=^$XXij6C4)za3dvS$1Z|U40vj>wSDg!(IEh=d@sX(rv`{LFk0ydi%b!n zt>0C;5#)V_o*O3Pa)Zv)d5QBL$PU@k6g3F)uOfjN|7(gTB9B9Z=GQi<>B1XIHp-3D zolXDrbabPdnB3h!vmvkjy|qeLy%Gox-uOo5-08J_cN>sP<}r=c7Uc$tf{BT@RE6gn z7Zb92v{~6kHeZH{!&R8;i>u}mQCHXA9c^tVsI%&fE4V+cg<01@4T;culQb4YH)FL< zMAC^xl&MM={El45aD$yZLa+L3_2xCXJY&*xD~5Bq_vF*xzK0er7Y7@xp!|wpgo$HS zcOI^}V}iaug<=OKL7eV&8JcSzn6}$DG2M8-&$42S153!hIb$-mp*s%wD2t z_^N*@(wGHBpJTvQe>kz@T)ESs4~52*L_*s>h!ESZd5S;7rVcvx)X0@@9~>h_&Mvos zj$jsBT4K8#?G7bE#i<~rPYp1X%7y8Hur&LZP1JjYaMr~_ z$xdc{a*1U~qR(LMZTn*{DDFd|h)kO()pJ9Y0W^=6YZ=9MIy{Rt`j>*6m!Z>1iyRSp z?ZZ@5%Mb$SJ%#KzGk!>XcKB^NE>TEaDWFwUn})v9E%6FS9lf@7~jc$2Lowvbxa}FEHtjNy<4AzzbXk5NBw`^mWQUe2bfb>TB+)OH7k6Ym2j}uX1u8TiV_ec z>m28Pj`lhF662=CYSyy0KvPHM${(u+8H3#{?R!-%N#XXXrVd?Zal`Oer0)@^+999d z3Mc$g!Ko^Wd3(|K(tV=>IO#Uw1VmIReUZK)lW2A5npu-m13aakFBMP%3@Q0?M3vMt zfzm&;fduqszdnoO;9=c-KQ{RNW|sJ`MLy&@iKA3bTyS=!)E%2l72f>uZzOx^c7M2Z z2lxxrE1BJft>rWP<%qD(7o|-ul>RH4i4_+Y*F1p7NV%CE~Ry-_k$J1Qr$W2lWoIyx7XNMDFSKshU zVcFCG+jm5~2yV6~9g*Y{`z-Fyp=Y7>azBEMe#w*rryiG8RXP%5)G}a)Soo*iE^5Xl z;|Xr72YJ}g;ACQ}tD3gKI0Fl)yC0=-XGbK!fJbvD3s(N{JrsC!Z(j5ZIM! zs5XKNFIcd&n#~h87e9XuUQdb9UnFSd&Td50^;|+)h%o^=T;WqVfx`?!t7fqGx29z= zseBH#brBkHlMrg2hWzs-HC~Jp_r7}TllQ$6K|td~`RehehbHqXcaKCBCCE#A%SgN8 zTonsAPWN=7F9)`qDFMQI2@~$kE}yz+FtvW~*l6VysCa?Ql|O3*rXeBw3&86J;wD$n z)u1D~n_U^%2*+VKrRMg)`l~;JTAO(+Q)0nmSC@r&QcoOd>@+A0a z^Ty`Q(Gx<;$6&Mz)fuPhyAJ~^YX|K4<^21M0q{F$W`Bs%OXIU;_CrhlMpFP$zV20p z7Tez46;h`q?GD9;ATEX!4hYc9CPXGu^`J4`t*^!g9LthQC_k&-VAGhOPz#D50|bDX z7u5@}rXxiZN3pxlN9k-*y;-?G5ve}C>_EHw+W^}s))(eo^m|%=ZC-)|HwFmN3M27-9E9b2s7&*$O;%&wbj!1mrWVi>CR6bjdj_4=t=^H6?!D8{_T?9Bab?>hQenbEQ`tH<4eHjTsuz80n{e!6`IsSO zAm0XZ9#gL+wG=lbI)Mc5oAiJ_ zYCh%aJ$9bxPk-Jx=85BwD$xi(8|{Qj0~)EtnHn5Q1KX4W`7cDZktwM zEF1f-@};~M~PNJxBK$65K?mk z5z>=)Kj_kOp5HFfe43?SPau3ggcqpNMx;0I&(+VEK6OK^zAn6>mj)f?#k<7wx|`1d z-yk7{2FFRjV9I0C4IgH=0nm%SsM@LT89XXCX5kEO<-fB0Kv8)-Q22Bu0|I9>o#IW; z^ZxbD$9H|~|0j&!z0{p_?N1EXkO{s-4Wy6{p8avgx*{)6tGWIt2)O%O9{$tYz!XD? zG5LBr&;rZJu>5@|k<73k6!tEMNX}}!bO{*Jb@T0i0Xjg%zaG`Alh1NzUr8ZBV@aa( zZZI5Gj7U|e5C8HZ3XnZvhx(gXs@q)W1U{$?8xLEZ^QjD*mCTE$POR(yT~=6PgB&2} zcCwi`7Rm)PEOS1escAZyKa;gKO=D|g0ON75v-4R@2T21m0rW$?EN_rbH`?DaJu8ez zpUsTCKe#^c;3oNP;$sX?=aupl0TBYj49MetXVJS)*v#y{d7h#=P&R@>M=dk=;6GF( zwJzwBjwhhvj`pxu?$2}(O&s({6QxSTG=)HY=SPh8&N($Ezm&l!l#1S9Ft~=IE%Da&-VtRtE;b zf05b03r1Rj-|QtJO`m()&6oWFjtnwjVO}HEWI*(UjY?34Y^k1bVVZS%cIsWJs^g`~s5v0JD=BC|o}fPpoLRDlGIM7A7@jwF{vxrZ@WC!a4cUpm>Aj7yXOcXExL_sWjpDwYPB0X>-=|bk(hR=-vj#=IRM5Y`|6*8_;w> zPH>*H{Dfefqy6zY7b{v9?&tf~^(+d|;~hD=BM$%CfO18Gq7hwuzck&Hn~o!1P5q*; zU!fD7YQyNKMU=7F147i1$fb3<`%)#^m?*_f3pgr`Jq#cH*#3a-B&JO7JLUGVC^AG% zx~BmIbR!4WzI{usd{$A9$&CzK;TL9Zqql zXY=Hy`x^$D9Gt1xR`~;GqbtRs=Iyib%6i*^Yhvm~f5(i9lU95)D>US;%r&s~iw0eZ zO$_TLBkaRK4#I$r|C%IvUDHdzH4_DL_}K}|Y!Wz}G>1sGVyrp5m>1w*#( z)@c6js@k(07yq17Z7lWg5{@mEfhu=o@BLYx*(VzSM@ZPc#YYzVsP!)^@oG_$mBof1 zr|*t4q@kt->G}?m>idoOR>u+k*KL;0%oUhU(NPgp`j%g<-(ShO9oV{; zvgo}O-#UXD74PP^RK;#i>m;W879hm9{%ETmki9DzC<1ggU$R!BZJ_|X6u2WD+tS93 zrz6eWUystm&y#!V=hIL2epsdH0i&+5$Ln9gCX1JYgVg$*j1QfLd>DeDcF)|+rDX*? zod8$(7ciJ&Gr~7X)z! zemqi|E5=on2BY7g&`Pqo_Y-A|;vNt0lP=2Yq=^n2q~^6}W47lcIBb+nE=$H&4(>AWDNZrj%3aOV!@ZD!$s5|jiHCNI>K5M1ZO#^M%C)ng8%ou??U3`A`{ON_$f91WPt+OM z634CwU^yM_5 zHfFw<%dWCLbS|2m*83KO^bb+*n0H+bKQkTRftp5}pPIXxh5MS>9dh2E)b$;Dzzp6d zWh{+uA0&Qry0UM-h0QPu$%3%x0ED8F3sP7d5?B)s!{{N_u*pvs%;~T@GcOhf?pJQR zr2m$hNpI#MYAl1e!O{`>PG%)-8%ZXOYc(IPh;S?X>rGK$y< z{JhU*v{qudKpsq5TDl2uR6vX|qqV!ESjA?T)a9g!q5jjD_{{P!n5sO?mD|=^Qr?Ey z%7n-lc2N2|IZU(5+(Q5@(?Eg(?V)Co-H{*1&gYTl+*%P4Pzi1iZAS7s{V7gr+5nQB znW{71%f|_o^8|~^ z9V$9-{Uq`BwcDzK98=E!2(Q{eYC>IU@65;T(IpH)>qVS%@9qH(hu!YlE}FPZfQq`2 zTJG14OQYc~$dI9i!l3;cF!yw8B$?Wej=wZXW@Vpsx@U?iQ9fXD&~tna>459k=!Q)k zl`%jnRu|{ZkJ?rckG2spXILLLJfs|N)G}7+NK6u#^M4<{HQ8G~~h%INBC- z{aU8wK(9#ZBuq1ZFa1M)qUuO*o<`6%jwfYOVUexVc(INWC1&6F zn%Fn{R|I4cN1il|fnUDCmJqmJ61DZ-yqBIN=ZLwa=`JUaqIQc+cjtGc;7YCUM*#(1 zIqmYMLdSVofq`to))U@*AzG3&TfGehclTlr8JN=K-I7L9@!hCu~p>muR6e3#< z(Z{}+rs0>R{q-Q3fGy3YGUwl5rKK;poqEm@14o%Zi>N_@tE@d2NQ2q=PmZNb2ZHN} z=*km45}*GM02M&$zu59$kIjXLYT%9c0xHnbXze-uTSyfgJ;3Ll9tE#KCYGeGya=7^1<_rB#LrfC0&g|G zo}^t->O&24g!Dt{YsCTJXj*h(B9T0u$Pc{gu1PSS(R-qB&0X zVHp4{Gismc4(o_YVqzpiR%7`&Er>EUYUV@5lPZhM<{Z_(WO zsH$YY&5mwu^U}SZ6L~ivB_zaiAVzgc31h&tdBv`=5yHLKee!OAFcLqvs3{Z1yL?zA z3HfVH<-r;t`EMc~=@O;zccEc0gO$gz9;Z%!FiLJ+zRY zar=!@S(>(XLd(n!F%%vNWS$Wg#*5*uUEw*vK-5^b(FX>44rj%oSgW|+6{`RtWMwk+Muk_017U{t zASiQU6Y|nL@kqvQ+?Tq+?sV#TOLq}j9BC3EjYmXSyK*vM;rZ@wXewB3#6VY4Zucyz z)h@{;BQp}wM|b5xj5*F0WWE`F&6mEPn($=u7eZC)YB-bp3Jq;Tn=!NC{67n&5V>Iu z92B4caF4C&_q-%_#Abym0LZxC$$8DsKW3qT<=@Jp&|d?k9s6+J_wqWG5;j#Sepny` za`c#Kf2@1^C01&PM6D*6%`Qks?(s*7cW{8^0R5pS)%%Rvv7k{W{}+~=(V)UR@QWBS zuhb?teg>{|`gfwY^G%iNyX@QrFLmpDetbff8J^*gqJL%y(s-c1I`a$D?k%T}eK{-u zbALRnP5RmD%0OdIN|S;#iTENOop2}>8~jAvv2(0(qz_}$)P9AYjuf;jog;pm#Rg^#pZ)nKyq2iWpc?dHSceE;zq&_e(gnNM6c28+ z*BM*CDTXJUofUcT`FU}e*GJu)(mI5HBKI8-KY8q?T%?p5p$3!U0J#mcU<DvP)*^1&x z^&DfB9HLpbeo|^OP-)lb261G z?uWO(#tL8o>qTILN2!LfazI5G+JKfWR3N0xfna1=l_Br*mosZ>Wn@8kx(Z@-!lQm- z8O~h}nk^uJb2tKZh757zR*K?4fR}Po;g(zg>|YyJ1X>9|5+=Pry4??T5r4v<11U1$ zTHKG%HzYAkUVEL|XUK+INBxz5|8S&&DI%Qq2NaaRoWXp+*y0j)Tcogr%GNevL0IjO zy}QN;lTKN}3Hw5L6#7BBj_--S^^95Xl^7mA;9(V@J4wGw+ke=?-lZJ#+uafJi_lP% zg!D)EsYK?4q{3J04$5*GQ4vYta!hp4_)7py7_Y_|%d!W$MsF+AmT(EcvDY`g=kPstHqy)Sn86IiTtklK)G!zG{*&8s7bY#!TaQnz?&W3k zOl4lMAp}_y2D!sUVPY;fl=$FwV z769fjZWd}`^W(*_b^l1lbFXOCz-Vd`Y zS^jQt;=jx{J(CRTv!axw+Ahq~V5-k@3*;wWrJFe6evbWAL+3?=86FX;Nm5j+D_d=j z^6jHL)76?bR;aJXc}Uw|wZhkcP;>o z;iObt6MPp6HgOhv@LKqg7ovYeQ(CR71UPnv5RR<(6~=h}DMK*=AYtK}Iihpqb`dB` zJen-pXET;7sSUDrJW$`>!}U-LVdAigVKf>Rpk?W6aa;t$iuK$pbYa_&i-zz1cBa{s z_HaJG@8tkkg$|gc1}AYpZU)2W6a;7Z0L>bwK>A0Z+ln840C-(OKk7KV z%0Kk=rp7XrpMmZzzdX-HF8Ua0(YwjHh~yB}T2i-Mn79|Y*+)npQe;|3`{8n*#ihf2 z{;3|<_Hb#CONZd>GoMMh#5pQ51-bShy+5Rkaz>~y=UA!#a)y`E+1KZ_9Xqb=%Anub_A<>IL01Lv6xeyR_Mm$9-B8|rC)poNM?67WP?3)H@&YDp7mZmLv>%6n`O(iH}W0GxzwMbqYi|m zcXa4jE`(h}{Tqa;?5{7|w<;bwUG@v{jCVhEyvLB1ix)aMnuj2p1qsG@JAIWGMHAi{ zgoAQLaVVUaE!JDRmIRBLL9 zqcR%KTY}OU%)}7oA@FutP(0rV!Z!fzpA1;KI%}*SgpX~7kz5vl5J~no`82jhH}s@2 zhI?taeayQgCiP}D%N|*zO4tj5R9PQxLVrO1J7eFnT@8-sT_JNrH8yWW`}%&OlH;Xt zEg17bOHb?4mIqfa*vO}eYQ&-}s0@Uk*&7psOyl%6qivBkpWS79HlEk?Gvk7>DAEM{ zP=>&)mvU%NA|)gAck?3J=D@2V1134Jp&0M3-ZQoFY~e2a;w77gp}ux48YZ8v+r1d* zV#0304<|=AHMM9Wxk4Sl3c7=(!;i1@`dO9;3iSOYyh1`Yy~o)75J+>vPQb$zW8~~W z>I8Keh5Mlzm9tV{&f4c~{W`Dq0kqTqlCc^VDdrV%AHaotH(1*C{C`%~m04~cjQ24L zcW%qzbBQ@wrjVMXsT+D#$;iB}j|MzgXxU92NkcZ6>13u?&(W-Jn9z&VNtfjIk7rVa z)h$i_#cYHdUQ7mBg0Z8yDKNOH{F{GSz)gHF%s%e?jalX17k|3gPWwWHg{aat!}CpQ zKvuv9ujivGA->P9o)(L09$Ow>DTWec((`a@VO@P-C(|}-fwiYJdr$pmB)i|tc64GG z@d)VS;3So(mIYV^l)R!%hb2!d5Z2DRDOGH0ZrP;K;Tog~!w23q2mEqxq6*L7UUqXg zwwdkqUdl7R03af^n=$S1iqyyH0xO53hbz}Pj%?6862=-pO?a3Cn?g@R>Mcv=G6rWn z<{85LTQVWJolJ>h!)2zB0VnA6dhLZOQ&P|_JmS+EoB>@7(G)649W$pQmvV@KcScoA zCibZfNN*iKe{Zo628KRS-^PgqpCREUOh64EqaB{e@Sp0&7C2SSS3fR~8X>RFNL67m zz#o6dLl}!5eL#}R$aA?09RJictJ1$;ocG(fs|R^?uuh!&tQ`;kno~vMWcS)CLVjaJ zc_)#6Hykiie1Ts@b#MKQ6>&c8A z#=0d!+@uQ& zV}US~&crVNPC<4whp7+o*g`w~{mu1kTceF8i#%=rukvFggH4Xz^}JPM%>eWxr&QgS z&+HUY5SZTp&15`E?42gl(*8ZGMxD(`{rEl-`BP~m3B%?2lw8YY`m?Ko8ej6m;3#!m z8n%*2dd#v~9mgjHzj3}>i)JD<@pfd_?#+0+*+iPBPX;m<)6@{I-4f6hmwa&qXlKTv zE&C4I`c{2}+cOpsyykY<&{JO5*cmz|GUL^IyYI#m z*;$36zkxA(Mo9L!eNN+0X5#EsC2;HMU9lO^Ecw43h9iNn$3@7}h=c5jQkG|NA0NkUn$43}?X`JTQ9BMq6U_!mL zJqeeuT3=ETZg_L?P{etYtKAnk+Nz7&+03j{dI28_R~}I03`Z)bFoaQXA1{UgfUuZf zVj1-d1tuum>LHkZ>+4g5&WXqW2TmB;F}%Yim2RT14;cNVzM#bBy;4k0MeLnMDzL41 znAMQRp9`RS`9Gxg-of%S)Q>(DTOHbQNp{$2t1fwCe8TpgF=?juB4FU&$|wNiN8LZ3 zAornok=W`JWh$@jLTQ=SZl)R--bDR?F@|4#*C4dwywa@1n@L3R(Ots!M`VzUc)XFREy zL`G)&*4yuQZ?tuJP$DZNEj89r4yw;|!Q!c;*%H9)aQShTV$Z(Q_4y>M4dX$&Y2oMb zOq^w`>c=Pjuymf9B=@QY7Q%Ly1P-+z=oo1PCyB;<&}st<%}ySQOSiJtqsNZ(qVE0~ zax$0N5oJUHmwt2oTOC&dr!I>SSFmIYve`i%*SfZq<^gyK2hLaUXjjMJPw`Y84Hg0J z4X^F#f@FvRfx&yCsHs9XZDziPZdO=yHSgUsK^gD@V?ATAdEhccF!~=+tux920ofhv zQD)?O&UEpu!>1U`?5?w1^GXKo>ar^lQ~GQ8_^saotJ*c=Rm6dfg_>Nm`KLEbjvVga zXn(ky@vtV!pdJx|;cM8xxcRGRECi<^9xF5he$q-&J)h%6v_%7Y0QTQ@Tkkx-Y5+_S zOto|l=S)8()ZqgxSgQg*CdcjxbE>3#N)2{gn~6U>`mfKaH067OtH* z2dJ&89*d&(RR+8D`#GBl?aLV*tv5LgYFY4jFcZx-z7a0oo}60RDAp=98qUc1$;b9oG_}Qo;oe!9|ts) zO=CXlADAqlET43$hx*hEs`VLNAHH0I56V_=!dbqt9j;sstQ8o5l4WKjJ?HLr=6zRl zlb?aDJDI65nYhEsREG=UVN;26rdH*xwvJsQP<0rJB;S^vRg4py$Qp)eLG2Z9O{iYJzob-v;p4kp)0mH{JbN)_OS3if5;uG;F`0)`WuT_3Xe|W7%D#-J| zaONA0FMcD_M#@)O!&D)+!EQVa^VrTp6qgYj9{yM-iO(#f&FGNB3mpF6h08M8^3Snb zMj4|}KiuD;4%CCxD#gTC9`G3@pd7apIG*3*nD2T;Zi2EK1{4klDUOm6l}oQG1G(!Q zHu{<)eqjrcYcB)-Y{+!&g!CyOlkBc3X?LSv|KS^_$-Jk6$fi$@Jk1F0$?GSg{^m|p z_9XI!z%SD~Ca>SKKui+5L!iTmaO7P#RWHNld0eD4b2O{d{w`Hz!)7+ZnYUp*Q4@6s z-i@I#373RlI1=iM1xdoz1}LS>Y#_+r2kVCNiqc}A>l)v_c2oD6)n?sI{@Z|gezgK)MPXLvbuz5z-khSxsRFl}ii9`FzuOf#a z7a&j$uQ_AX>>C0l9plPeKt$(Bz2pe#antn$)d2^*s@ltI1*I>_67 zXII*{G>h{tF}(`h>?HHp2rg!l%rs@Epw{AA`KD`1=-pKRvS7gkv)Yw^4O!HjuhFjj z?L>_SloT+rl5GTXFOVkT*KN1-32?YxR_Sh(#={-LE|`Dh0%7kpDIHFp^Nqh|LO7gi zcbBXG&|!u?>jwBuvN!LJ+S>>!`yJkKin9eI;JIa}H0@s{_M@z3vO8M=2%z3b>dcZ- zC$d=Em5Y+3h9JHi7pYO_nchlDcvibT?zF(+Gc^oCJ4y;F;OBn0@8D*3g*bqWrLBnn z(%TrVfO096UKNx?tJUo4Km#&8lG{ny3;BB>ac0L>#z8mipQ^GFhWRu9s;AT+ghG`# z+6Cpfh#7W2zH82}Yp{rLK*z`q$48$U3g$zB^rg`5Xu=n5f8ge2r|m5B0(B)5Y^ZpA zMh5z;cY*t^NV1M%-ELZU`EOpP8K|TKTN;I_7nkffZl~L6}aw{@45pS@GO4 z^SNDr3A_cXCs(6T5H$bMDOR~FhvTUCW$GipVrA8^oSmw^c_%v~H{IS_yjGvYg{-)e zVk&7hYEM?sM&>=RQWv-C0|xwTb>)Z)AxvW1N2@CsXwm8v1kCve*(Bb?5>KczbrN za+nR-KXrix&)Y?u;s+B!rtw!&Q`m0$s~(2$2cMRz021O;B#7@HzWl9r>_(r&B99EQ z8!zyYk*vJ(Y*5~1h`$G)EjQ6m%{~vJe3IsF3lz#62;cP&(auSz1ExhIP7;s+5TOaf zPBm9h7{&7z`~#0JY}cWan!s)Ogns7kO>u}IBBA;iqjI-qs(LQD@*l<9b5p`04377 zhbd_1oIg5tUTr#-L{_ZfDDPd0DZ8Q`JG(z?FPc>`##wJ57J9}8XXYU5H50zETQE?g z)mb5YMl1G7xt75<#5_0@WdPX78tan0A<;V%WqV0Clv!b*At*geC?enhK#(Y9ChKKs zu?(qx+Kn?{&q!Jb%C1US5zs+>Lf9G?iT~>RWP0QEd|*};&fL9uy~wRHKubt=ENI{(s56WY7&9TW1(^cEpZ;9HbDsJP!G^_wWG)7#(3d2?=HOdof^-!3pJ5aD`oP91*yl4p9IBq63?jh9 z*}UXOiGO0q94;SzEl?Ef`OJts+;8E8E_2?kG`KyUbTc#_q8XF9 z1UNh?Fel;K3BxjQ?kJg)(1O(}EN8g;oBF;1LW(TKHQvn;g!XjDk*rGjTp4<%td_#O zm*HTsb176!BtjMu0-?S6l?4i%9?w)#OZ?Mh&s9&`?htIf1T_0dgpAc85iv7{J52GK z68MS;5^i|{Z7LWTNR;Xa*f~84*cP6k59EK-M_jmE$!YC=MO5dOop9*%hakKX^JZ9H zE;W`D=yku85pUY%L|uWSI@$dYRst)yUMCw}bHE!pI0Be&yJbH$kF+w{+Nw{39HF;; zHNp7z1{u@bXD5eB4>p{qqGonVA)wODr#e7r%+gyc6U%*d^dcIGx7hVfQw2p+aw%ftryxezxYdlHlvRr7ehD5rYa<>k13tAY%wX?o6Oqp= z!;oKvjM0g63^RyapXBdJG}+Ny*Pl`)@cnXa+bN(Q1u6V#D#0?jj`iV*5CpttkGFKx!+ZvD_5Y z%)3x_a_RjSQ}9!=+6+*YNtk!as_gIt=^VaKVke88=e0LVwn0C`e4{Y9|CoHP%uv#0 z9lO4jtwrBb(E^RrXrv*gdqy&5kdlcw_b@@>G>BQ zcHe`&v@}SFf%}5$mkRz4v~!5^asxo2zpArVN=@+K_&;oe#DvDsNvgBMB9GHe%;r)Y z?fASwra(VvSiyoRz{td{k9Uyj2&4i-;W%mP%D%2n!AN%I0rACaFJwpWhGMNNZ7sV3 zsr4Jw^NJqsqIeVs6aYbHgxk9K%i?!j%$=115lRro8pH%cMBhUXp+Ubs0K(o{{^I1X z`-^PIO0RE1)uPjoFhf2HO1lDyvx#FYoT5AGEW+ae3oX>#E;hf7f%=QcqvM$_I*utO zl7RKKguem2b2);!Ru2WEzg=fdN@J!xN*^}XM?xMjfSMertGm9>n*;k;yZDD=liJh} z9;>tgQeW+;?DRmVZNVobWdB2m0&IqBH?q0eGwn?@j~@tdnMX>g;YlefoK-9`Vb>9` zR|G1skkPe)hf}tk#6$`(R0wK|;ShIT~{IB0|>SFqZnY3**8=%}o`{ z+9m1nepAuw7NlXKXD4N*w9VJ|U7CRZ){U|V)cD-8X#7n?ULgm$D&9y4J9rNn%+{sy z4Ug8M0ZK8>ae?ohGF-V}+QlVNL}r_eTIBK2nAoms>hfrooZeKM(zi1=b^c|?Iunvz zC|St+qEQv?(04tOgfj2MJOvRTlKu64*=#pz+xDu@4`moS4$PdTzzXbF3n+-JSl)cOqmGlbII(ht@4b zq7r`iqBf*_*7iJ;I#L$sW-zs0Fj9{E(+YcJEhg0IigwwHX76+T6y_xGOCvv#7cnom zHRhMm7Cy+&K3C?*trK4m9!==k6klF31)&aHWxB_LCbFsz#jEd#5{35r31LT|Q0BKk zv9cLm9P462zv(c>FscVKb5t{DH*qcbx)=oF`i*BXj7D;R`bnjeytHr`5y|An+rwXO&bs39fJ#zO@`3H-D>$~l;JkH>Ovq;lB3_yz7) zv;?lsir$dSyzxtLY~1knj|rPFjU6irhu9Q@R^8r?g}Kw)?QRflRRbNY*(w25M}|#$ zJ;`q$QxO)e($VgwRZ2I>ioo2M&<~?hECeY>)pnV6j{)$7oHdw^V)(1fG$$kk{+eZ| zpVvU!V=j?NiC&zDyiE5bL!LaoH=$D`ix`ROqB&glWIQEZ;r74tQWK}&Wt>4Eu$7dY zPA&w~kqhzo&mnHgLPye+3rB*&ushDXGa563H(n1X^2_Y5NT~6ptxzy91)4_hkl<*z z=(W-1s<=(wE93`9)eGN1b;IcM*+)v5=uO;s>=RIE0Lsv`>Xrz}Sh$0B?yLzcoqqMG z^b_oE99O{EQ31rkB2L$uL$DWN!C zSc55*_gzYm16dwCXm@cJ+68{?a7z3gT9KmVb0KZ|E@1e0>OP+)X#3q}b?8FSD$Ne7 zwydi}RgwaTuS$~E5%NL_?MgxO{QpHdaIp8~v2sL({2z|+SYp*5 z088Y-S~cvmRWWSdynlcBbRlD!4cdvj!h9;p-V4qKI^Xr}6&6BE%YjFhQFUsHnZflW(p*h?PePedByh8^5rHxZD!~)PVmV*Pau(@A+ zy%g^=@>r|9AU0a2`iPY*`C%=LJk=`eUR4VmF;Xj89=|2$g;AJT4p@-oO%P!vKaV4E z!>e^4!POdgTu?^q?f5Nrw)PQxA6;w4aZsL?t>#xqdJCk|V+^o08f3Wv-hL%L*Cm!X z5_FyC>zN~q^d-dTg7Y55Da`!k>NkS@v;@Ai+d<|e2mv{?aBwlT5e}j8rGy9O7x6ud z&GX9|ExYv5QWzECC)%iE!$`CNIRL zI$*Fd^AF>MxMHqK%cbtGtirFqMO4#`1lfRMStwB+rB4e%Pjb)Js*sYqWc$7+cjjvH zQ1y_Z$YeE0l1ze$>~3i|wp#)tRK5Ck(?$CpB@YO|du)*rFwb*^ZMqJOi7DqZVe4@3 zznKLpd&Gh-1T*WR<5l9%0D0%v`x4eot-dEx2bgP}PKJUQ6I)}XQy`}E1o*70G5@fa z2RdV$Tx!Tmf22QMm(@_8E|8YMet6A1+x(!@_nAq2cKcy3a5~ld@!vu^`HWVmi`-8H zw7X?3H2Lj1i--|ILI0tx67>8oKV@q1LxG@kJP#DBQsV8e&FWMI;*@v8+$+Ia+9mj_ zj|4>Op$#$HddcQ>PFcz>$%W$L>75_aMuajb{_F_j)6jlX)l__tZ=4+Xnzsv(BO0Eg3 z^}YlHLG|bC=!ZW0odLgRdRwCyX>xlJ8cNl<{5 zfkYLK2kRi%xlpyk@D!m`F(rPQCNX(dRl-dIfQ+tF~X)0_6{fEJikNOQ?#q>*Guy3qy|NIFk6psAhpl+J1|Ps01BG4 zGe*}ne9DuL`(h%5L&@d)LKI@E9|&TTr9ByU$07e_En?3r+_|~(Zr%<{f8v_#UHQ;qFcT~YKE?xR7-yWG8=#{ zb~J=#inE25_)Phbj*gBjwZ@T`I;#P^-Po{Zg(3O|6H^a1DH@rnKG;h?852%Yl-!%xMGJEFuv>Nt1@p zyw>Pa%HwI1m#kwf>5hmN<&|NGW4_yedNc}hM)*rtC%04nsR&4UWp+3hFfd+GIm-i3 zn3WzZc*9s&)4=;(p;;|{j5*z6^OXl47;i-A3@!R^!$Y-NP)RLDALV+@$2yWnH0jta zH9{$C;$il%P660|J_XC+Z}e?ZY-4&TrG>}ma4vln5|LK`aLRca2aPg1*)4*le(^Xw zSd6{!PwHS;Pk>GtucD*v4`t)FM{PI_JTuDC$Jq_J)g;8D&t&u=dHfY$^bduG3rjTC zfTO;1$`Kgn>i7D@QWm30` z`B4h~0JciE)z{|cZ(T{b>lD7kX)2%M^M38TjhynNqxgxueIirS^WdAuT zuhPq1k%ffvO>_Hn+TfYal8ZgD zri;AZcF;}xz8FKFe4$J5-tQUM%|2a!TxB}?_O|N9uXar5qnFHqpaMyMW+|{(@q}XB zyFpKIjzd6ie``*uhKT|Kn$(snAcN^e)C?1&^?Jz-kKDT3cUe`L~R3SWq2M=pXnQbjv}N`z)UJ$@On znU?N}F`6%J?1KWgi8PYOPEd4Y=b#h$j)kX%kyIN|Kp zy*}$`H2~3wzg8$GRgp#o7Q4$7(!W#QmBlR-5k;=kq7pWOQR+ZoQ)6_RtQSAUB8p&ioGUxH>Kau8=v>RD=~pUT*d zQoo*b=bk%TGsV)yZ9Q&pwQy*mV4$L#0tUdc|9hR}9yi7kdJO+xQXyanpa*R?NuuUf z+X{BxL?92gQ2%9hqg4CpUj32^29|&BRt-`v0^NIx-kS=mwfsLmvx|u(r3tmfa4<-N zj6a%OKdgj8lEqrp9~CrP7S31MM7EU>HZMhay!b^hr6poH`g^180360ipP- zFB>1yx&{dRe%@Cs^cwCOr|i>;d9GdGD-XU6h&thKx_+!LAcky~T)la8-}IkeAmo{KIq54y&k_zc&JJTJ71LF(~x&OJ>B=mNsx7 z>+|jZA_z0c0r`e{v62yBEl)=pB%Fg1J%9l|CQA)hVO{`MxzD7}J`ez2w!A!G`<6 zE%q!IpXCoN#I4L$@jqa{#eNeqUPwP9E1bbawE6BG39dWd`AwY9IgHT5Z`!1UsW5Z; zC*@)pG+^RjiiD5V_}v4OYeIu7a^*Q5#cx98)63mbIi#9&xicO_)XB_37X=LAhN(c8 z!pM?Rx_hS9klYg*=Dsad`vCvprkbblB3xf$lpi|wi8@4c^xTXcE8J%Mb|ets`P(UPZg%dzwc zVuhGrCM|PL5knUd@YCaJG?%awS6B%Bz38bUoG1IUIq$choxg}V$p)plGH|8Ld&;d1 z$m}T&%IP|7%@rEqV;f)(J=BlE=0b^0stb!3?I`?>mU8qr$YpjS%=;aZZjMB5H_&ww z?-J3q#3n%CuV|h(cBU_uT51gN@1z+rI8G`!Fzm9!%pE;H&INC9$ChP3P4xYF^78ka z=RpWdG4 zXGY3rreG+RK*p;BR;wyX`Dh}19Kk2I+zSrRkneKDJv|s;Ixa>L-dwROXHD7O2c4U> zB!(&VThkAa44iqEaNKePz+26}teQCpv5wC3TZJT)CbgT7Moq-sCRfcU%NH^CACA7~ zZY3BJ2Fkcwyhe^RBRm$4_HVp0%-9Dtxqt63J^7nIOYR>DQi>oWpm28R4&<)q%y>=a@HaB`)4U^Vb;w@LjAa+Dmmxux_KUrW)b~pjp{;*02@JUQTtwE{ z0^)~O2s*&2ke73i`9t}IR<@O-4CA%@<^`5NdKg}PA>I{sVc!Y{f;H@V<=aG6$031}HP)o;3N;hg)%=0D$mgmzP(V(5^sB&XyG? zyhn)Xu|4C!$2b0Zmjvf;=uX6smwBr<8RX$(kO<}zxtc7p_RtaQxd6N>x3=gD^_s|e%AvUH*tC9@&GEtL^K zzOyj)K+m^*%jaNo!E~|$>xtyTpU%yIvgTyhgcC3u8CV`Afkui9c+?B6%Q`lncUo3t zvzbo4^#l(jk>k_ciekTQi>7wvJP34!S~_ zZi95tT)BucHgWI*91ecuZ~S~6D&buAkjLWPHh@%~n&tdJOyRDW`W-Xx1=aBFdRx$d zY=2}rfdo>iIked%i`?Z?V4b8xx{mvgZRk8o#N<w1gd;&0ue(BGY zau(#;+JCnB`QXyMUGkUb)R6v`z1F=1K%{$0gD#l`K8jsU{=hj1xgv5lqZZS&ol}fw zQJ2O4W!tuG+qPX@c2$>c+qP}1%eHN+%dY83zDzQ2^D@ajFE{t;jWy(uLn%J$Ztj!jZt+L4WuC3NrpQDOj?x?+zXejiP_Iij+(qx&G<7xmMNgS-m990 zky} zN)i^s5piF7mzIkAE$l7vRMLwX#IhjLwI|WeAzn*f<|k6uxXY7K->1LSH@9R8VaLGiD_CDeT6;PgG~JuK`Pp?Ab;8stwZ zJoBz{mt4WuQrl`$_uK+1Es?|;U6DTXtTX3p7*|~U%j^nLfln3$A676jZ}KuUVO){Xi5cD*ZU2yf8)}jZmMC+Np4y^bgvJmOORQXMl8T%Uivkq zoy@^w{eYLi)SWQsq?afvr1fX;*8{Jn##~OJQ8?fROP@0ZPuD)FO2Q0yeovEuJNdsV zYNh(^0|#wFf40p$?syVTMXJd4L$LafaiaW9E+2T%Y7OsmfQTPDr;Ib6=r;1Mw}o($ zO|3pv%0K{Mc2mZ=c!7@d#wpM$V+{j1N7%JIFJ!NuAd)}AM1Y&o%cUNp6f5O<6O{w7 z-JbZyOSCtbPw`)RGONTqqlcZ;iG5ZVtwRz_fc}kcmvQNIB`6^Y#Rq)7E9qlw<%USY zhWe`0d#rm9Z1?U9TXRW*-Xx5MWj*IlE>eX86hehTk9QR|HFwk66isRKZlf>C@_7af z!>|>2k)H`XwDHQ5hVp)|$%*lxR#8ss1U*&!Rq2v3eZn2^s*~_?Im(!O#_MXuQkke{ zyndiRXQ(tKAY!P@{#nwV&_^M<6no)P%o2UhviO^(d$a@R<=WFGM{*wS>g-}v&4o+n zm2*>hz>-8;IdFiFG(^!Q&S@SL;F!IVG{y&DDa#b%i>X+r{$!J`xIf_07SgM$k6wD+ z%TVP#u9T}**dkEJ_4~ZurB^cVztk!gEXA&EkgPgo%|nEL2F(g-s`URz-heC{)NEBT za@-uFHeS4moG^HHy+xYGQCuAOIY^MG73Un$ig%HdmT_WPk`AU9+vMa!Whxnw2HBry zL+I=zOkkI;_5D*n7$KR=KxiS{ThqIk$@Pvwx-Z}dnYe9_*{43bNsanU}8Z#a&abaW9*`qZk?#$1~MHS1@T>T3x!x1kJCaMGXtR2IlMK0l_ zh-2d|p1(>%$BMN$#%FlMsxm%dc)*9mD!eM9MIx>Fp7TWW$9$UcfHj5#z$+16P3A|+ z1NB!eV!okFLYi$reY=|x@Z?kiu~bkq;9$_Cf}l7cttU_$-vFD&=YNUYk0>gOL}amp zNFpV&7iS-hdVU_HV0JF7)7kB{zDvRQqM!Wc64n$e0f>W1?ae%2ZZ^1W`sy z1QpX>&6F2GGNK5|sF0=`Lw|S{S8l^@-Sxj&Y#I_2?Y%BO^GDqO6%V6)UKqX&Y{2!uwz5H)TzcE+@aRire zKz`AeJLYC*jU3H@bPA2w^{dp(pm2ygcL;*Ksm!x#NMJ~~6iz^o)s~n-UXX=v7|Y@d zyViA0!+AaK*~3a%I%B4(&L3I+^^3l#u37GeT7f`VKUA;+o(g^%j#sf*SiH?II+i_1 z0H(ZPXdQv*j#b5-1K;7nwt(kI<_Y}>=@$~*Fb_v1C}a3Jp&)pR41d@&M&bE$=_bv1 zgs!C|9FYuakU(NpRcPPtg;MuwTk)({vWIk|flYLJ^gzJmHhU(x{AxPA;R(DK=3K`! ztqD1Oay--euW;bhz+MyvMfqXD6@Y>G8Gp9F;_lYFc4Sh zLgCgu$jaXrp?%JHi!ZKWZ8s0?!d%hJ0~Ce7gyS`lrJ+~>M=-=P_uvAp7GiZgVvrrD zMY7M?a};*}kCIzP_1cijfa_U#Ui_whnfIk?% zfTY_yNTf73i0#yjqBk``5j^`%{%z4YNvTK_@U%@_7}+64SZV4skEofPSbgG}j=#Al zsAPR|g}e92&4{d4yGlgXfo#nH9f9uCwUgZIdll!!vO<)J)8DGm+mYVXUiqk=1bsUz zV!0htOyalx@1D60LdbwU$W}F@lC?ffo>oIqm^1hnZsy^{jU{{b@Rvm-xQ58tOX3Ri zIa|BEb|lj69FS0Axr2d(Cxv#YHOVawTBS#w;ZvP}cgR_trrf`$k7ltAiZB?{DdufgtQw0B+egbX7zaq8odf zd+o)uoaYpVly@n^4c?+(Lok_N*JfzzK5~-l;~%Zwdsqa2i+NW9_e?s6h&Gt|@^@3j z1XkLOh8&97VRRZR`tmWe-Ps$p-dQ(xx&ZJy%$x|@1Vbfapy=&6sW1gF zX3OWyl8hVFH~Q+kcif}N7)7^y1vb^&>?!GP7S=~iR-f_s`b!UtBPrpXOX z31Ih#&%|iN-y(U$?9VD&TRJBXn}~bqg+u1*KwIP6l-^xHh?OUVji6(hpWUvBa`;t@ zk3;L3*yDRav=z5EL&^;V@^Oxh<8?C#PEJ+h;d!Cq(NMlP60PMeTN30y>pxk$*ESrG z?y^Q96Ywj=XF}WI@&j=rs7vp+z91n-j>AG#Q{Ak0lygt8s3lALv($L<1&)yJkPk;v zkN0(U9})p)Yhy!TeV&K%)88q>#6l3l&T-I#LHTO~RNS@WD==&5I^w*YTf z7 zA(At$$TtI7G5Y~c1%9p&-8trbl%Y&`ld{jpKnUHCdLh;1aStMiqna*ZR6GE>Ck91kGz`oOleO=GuJdGOJ9z(S2OdWBXD{Oy zrfdDTIc8WdEJGNNa+`mjIF(rll4Qc)%7=;9VP5=>Nxc`dnQ+PITH(EI>0M6`PPRBX zo@a>jH=@jyt|x!W)e$YJ$PF0^;DEpr3v2<iy1VLZu`lq33+Ju6L6^FOPA5Y(H23zkL45vsNeSN*WL!1xC#GM*JU+;7<(DEihqbxy3vn|N z!Q89k#O%)WgN(n6s^+0L@emWuctA~JiL{|BIS%h#0DT%|fKXoNc(v;*uug-|8Y2IA zYpRV-Zn%V7rXd=IG&%mmpLMVcQP6<#`VEDvhXN8cs&n@;pbRRr6)B7FxaNvY0_UDN z?td6zl`+POyZ~-;iV!kG*jdd7u}6I)F?)4DmMZ#F^x6I6{*&?jAZ%L%Ac%B9UD6S}K4%OS**43Q35IqeU2ViW z;t}3sJ$ofNMPuaqEAV>53bj5s(=8EHcQ?n%MmIXy#IiG(>V@F5NWF zIa+9n8nkVk1s@$xV^jxo-^->2w|TACL6x!6uj`l%(ZkAT*4tT8hD_T-A5Y;@k<};luFL+@ys?fZi&|&cfg4)uWuzi zkaI8~1q4%go&>Ww)*UZk2wjb#la<*MABXni>*1+Uc-BHpfR(IlpTa3U_kje79YTtN ztA94h{(A~|V+xN)HNY9@s%m#9xsr@r%Z(WfbiNVOe=qcMaO;C<4%GTb$q0LRQJ3-A ztnxvvkwHo=K7ZPVCbkB(f0Wo_J^h9U>g`oXOYi8?rdw`{j?jg6ZyW)PQxsfmp4Sk@ zMW@mb%R$jMyJH9%O~`TNi>@$+9-7OUTXR9b5vTcK-x|CKWfsB=Yu+~*#R*#kEp?}) ztgniihhZj}sn4lM&-O>RelKPa=(xEuPCD|hSm=zwKyOhk0eafdXbrvzd0fUld z5M@bU*jRS=nTu5RCnNRV;2N}ItmlbygzT3XvOEziSJa!({%rAP#^GHhf#^EUK zTg*74@cU7SI?Yd2{e(o7H84DyUOY`?IiDiz4hH2ES4(V&L>>b-1ev5K&9LAwOp+IJ z5UnBLPJdH?E+0D4z4ex*I|>=(qAl7 z$jtjXsuSAJfHt4|Vsibqx1w?Iy3)>wEsP*gmXv6Op?%b$LVAV2cz_?x&htU0wc% zdTfx4Y%2>`@54`V$d+mtd>YCVaTnP7{KirWG#kWW#%am6)gUfGQc*t(pai{yjs<2r&z$9!pY$&d-42(7r3fxRM>+{ zzlfMsVMZ`PR}D=9W2h!mCV30Rqat=7*pKUEf^7EBSfCx?KT?IgofQn?fX5-4b}bzZ zR4~R$qJF8otc7vjhu-;R&@Orv@60$M6l~IZlv)RZs(x=}9cF=_P~hM>2-PQeL*g|Og3#1nm~-`d zYh>YCri8)+#Jot>V_hBVv$=6hH4i$o)kDGD&nRq2U*_A>KUDL>wYFV>7&xR&7(GD)sT%LN$N-&wZLIw$)keot*|mgg8$CpQ&=V7C2os zg=CmzMSS9$3zZwDS6eKl&j3PE#1JN{T}@b77zHf<<^T{G;Fw~bLN&t zdaNe`v=(SR39m85(I1LXCGZik+!aZND;f?umM&2Epwi$Tj-yOq{xdv_3`PGcOE?%O zXgE>ZJ@aFUw9AD&Z=11uMNTOqi?2Ty&pL(Z4CCfSRa&5WfA$Tn5|0!(=NNz6Kk8`x z5l8Ynh0&tRAWE6fE00`4n+`Y92E0=#iZPlFZ_q*9gS#&^*vD{UJ1WmJpae9^!*wGm zQDDfb8U2(dll4@2amtDuxc8xbT@l&Gr8W|7BflLrFQN;>pDLdBLXL4!mpL=I1B&S< z|2oFL$k(B4CE3rb-NDsCF^BL)2B~g(&Cv7_Y}}kIwt576`-rL1-c1i|SvEyfIhAkK zDlnS!b)mS!?#W~luAOT#mL2y`v<=Bm zT$5kjwi3}-51XkZ2F~Jhq9IK44D{Y3DLs8 zjYGqk7Jaes*$d=lvC&y6rYE{e*2?sk)S~fRIRAN9C@|v=Zg*_}ibRbcskM3tQ6sX} zauam*zD)?SpfLGOuqiF=dnwJjiccS(Fiy8tW&T;+2^nG#ULCkuAX^LVu$6#q$ty(t zgq^L=rZaUqE}nk?@EA2h)*a+w0ZBapmgQ7?+^ofzA$-_}x#-{&b#c$KH<<{6@UJb3 zP=y>D>Of)HGSF=ffB21rxwVBeOJ=@Zd+*A>(UfrFGJORQ*_qQW%#(EP{w2~tY~%jz z`NqK3&P_QVaBC>@_){83!m}EDvX=+iI zcqy=<;wjd?j8;=qN@I=C(g=yz&g}VZl3kVD!n5sKmhT#;HRHnbuD?wa88~7H4I%7G zE9?UD*=O$U0i)J$vZ;P`lU0s7gX=$|^_S@>a!i*EUMX%Z3a3*-l|aj`Ypx3%@=Pva zi+yRs+TG51n_V(J>m?)z`Ay(m4d~<{#HsWI&(u0-(0f5!yJH&4$-e(WPu{X+*EHSf zGz|itT=A0Rab6*r_INZUnI!l8CsUTh_K)x@i*eGpbGb34NPl={xkpH40wQL)%5ry36jt$*M7rF)WeeN^%7I&O_ zktW)9j;*^>1rTsC+8J*h+n_{oYko6!UrpnP1OSOL!f`zq??H$QXKPLfJw~R5_YUR& zbt&^usSRkpmWck9MGZOE!;uN1HI`YC@VBR$iXW)}bP;f;{TpYA(bHT}D1)Dpq;iwS z8k@5cv<3K}aPpWh#04q%nFk1G>PL<koj%XPhg_ZE)i06X`|$C4Z=$tyK$rPdJxG7*FLm)$bX19Vx*Q zIZX?ui1sdk*SC3H#jv>>8Y}~EKvy1?#)6GTfs>abH|5+Y98tk%zO5+i$SJpjQFI8? zw`pwx^kaT6GF0@>PcZn!g_A%%Za4MV!}HT2cibnd%7}>S)7mqmVJxK0SD!8YX)5vt z1q-c%15OIc?SQRorINXu-f_A;>4Oom*@i17R7u+?_3JRpee*`2xB)`bVeNqNp~&x% zwQr%D^P(`bZBw&kPt;}zP&NwEU7W%ydab)$=1YZZfpv9Aihc=*f&gjJ(@=uI-;*hA z9DZwGN@Da&NcR~L1bP7VsFkQNwZQ+^p4X!^YnoJ4dp(3%K({ezGu_|llJz3II*2rOEC>2WM@HSdYeo-X zRZ2cgA#g|PZ98Ib)$1kl(SZ0G&aoY+|5={_zg$>h`qZ7Nq91M4g}xSxvVI?YJlx*U z4E1{qXO2p}Ho^COCDOy#HRhj_q|lx!fRZ=ikD;*T+iNFR2j2)0bsftAI76U@q(gae zt4iIFP`{+8KdS@Pq%)IG0zQ;z6Oj=kaV(>>9p9WjEw!_wS$atLUbkGefx$Blb!i)6cDtF#5(t+q$ zrPq@SPvX7bGbg2Wr6J5lY~}7`H~A{BDuQ#a)>o=dzCBph*-vue$LZ=0e4Q4&$q5p( z!4Gp5kIb0Vr^%J2Jwayjbx<91?k4nXX%HKX5>0l1Q#$w2(3~$8uE>VrW6CX>ofnxb z*H%CZtC%-g>Ew=ebCZKEq_NV`h|ZBs`eD(*2o#fbgRyl2~=$GUzQ|hEb>ieAp=ewF^#FcMZ%v@O#gvubiSbNkPs9ulP(LHaNRH57P0) znUf(R%2|#Y<<1U~j*Ss_S;#qejqY^R3LhkQ`n}6eoUCzx2S*U+z;2pVIoeY@y!EgP z!v?$SwZkb*5$LBQ_nJ@3k$b__-!hu3KEGf)*Uk{$b)91(JT6YF@1cB&ZT&_CPpZ~X z`I_}|9&*yg6M(4sbjX*&QLQrY4DJTK#tBt*LDVB~5j}RMVrW*Z#0-Jt6d!mdzGkx%Z!jVi$ll_s_Li{#A2RhF_twH;a*psDv!T7kwzQMx z>uK{K@MA{-<+w^VdaXT}SM(g@SM^V-KDwlmH5YjVab$Efih11z3Tc{1(%1|T;uNG+ zx5jFvjj08E5{jDa`)}i*om6tVk-xHI?ix5K;Pi(f2;l4)jsrc{Vc~(<$cpGGoRqh{8BdiP8-rm^z~=m688uktSt8a9 zaJ6ID^lXU!GB8HBoyCctQ@2TXtXz7iK98C+{!nGgqlqVpyKRSvg55au1tRXD?Jil5 z&?x$SAb*qxcPaW4Lt%5?lNh9>S){FTS~E88B5_p)h9rI3S`N(go#XXjp^rVVuc0nl zwcZ?>*~0QPz;L#`%Uw)vO|R(%DiGVN^f5-J4Vr=^yKP`ED9$-# zeobiL3sqY%U$%j4DGGp)ut}BS5Eso7NYexJm9DkjTE6~1VW;~gyk_6?#||oE+b%_| zXy7!sq>VG|a%Tcy)tMlnq3PDtj6k(3`fxcsjY(swek-Bk9QXJ#GBU!14d|vns<0E^ z?y1=%=NhUq%UEX4HEZ(6=D=nSpr^4C(3j#~w79DaAYs~3?HOo(&Ii$ixX0e**kyr( zhssj2k$OlfP&Ku7WhmT#Q#|0e{W0~Bdn3wYounbz;#(~O*E%=n60YW53N3g|Eb+9r zZ4n3e2{b{ZEv8^Ac?oa5?4u!z_P?KN8Bf_7WYmzCfPWXcQgf)9D@MqQ;W%{14tZI= zGr-}1bT@9`6|y1dw!!{r-pA!M@Sl(XskiG*y}j~M5u=?T7Ut^0Ju5iRw4>N`glLio z)*Ixz8-Hvlw_@*lyLwG(7QcxoQ>71Ucsb^sfIi4Km#FCDe8yiM@QZ6dMeVh<)D3!r z6+6mK-w&nSXuF;Nj=2sY;ek#{eew^IXN0KQUB2VZ0h(4jOV-7I=GKBjvZpHY>{l;- zQ&f<28}%gH(mR)}O-#hnb13gvW{0@jMKY8Ku9Et;JBi{);l!eGI2VZISHK8;+Jtah zN;2`-&qde#$^)oG+Tc)O@wotpuZ=cr^2|>GJ*w60eVZY&%jnIhC+)hW*hu~?Q-npM zX7K#>&6e@@D=Q>Qvr4ppAVX`0W=fZUedzA-XhfRae+;%Yu(V&RIYm2|;{vK{_y19v zn7$Q>bxB2Qd+h*c=B)jr?zYw)dXpXk;pTipaOWj#sD-Va6l2(NZIG%k-ywWKrdWoM zozga(cq3rJ@h%bowQp{6LxI7r7*x&DCpy+nh4>X*ZHiph&4^5f+`>9dT4MX1wXoCRE2`8{ralVMAW-B0LCla! z*~3@VX>5%-2k(g3Rr3>U2Ic{IMzjiQo(j|kqGz~b;h7Y&T)j7dV>WPO3|sun#$bRV0mb?V)mml#rikpb=qkLx46mD*=|s@vQ-j18dbbXye2f|tDhYE0$da~NBApbySiyH zG}bCHWajV38HS4JY0~b+!7e)NBn^9HNK8Q`;FfnYjynsY>!}o+@C0(gUEp|x9zwYx zx&zgOT&iNU-#6$I*wBWnPw5bdC^9S9W7l4{C(wFfx=EiIg}MdtsvV}oLH;V2)2$e2 zOTpcZLILq8Q{QA!TQC8(gB9ytCHA)iz!8>YGvhJ@HGYJbJ4lP?(iB@&?OuW3CnY@B z$Ncj>BXkE3R>T;nuGH(Gz%`0VH4u<>lIVfwor{+CG?BCtx~q7pL4@vjvp=x#}{LJJLG5JMrKhSK}YA;g`v50Vw>1>CeP3+2KXJhF7=cz z@jfjg?sZStZ~drn#uu1Wx;X%@muk3>J>vIUsrlfLlh?jNidG=B7Zz}m!H$5w6J0J1 zLETVcNu1EG$R$6e#m_kpFSwhkkxqg4FIF0Mp6=UB*ZQ9ZL&wxzFhgFg`o3ZZJ>DR0 zCk0m3vZG$itJG46nK8zikWeaX?u8KA9@--yjeUMp3d|A@z_D?HWa_Q33Fl6Pt9e(l z9GH_2vb{e`2y%C4EC zo4BNr8j9g%|hTUj>TTBPggA7t%ZKrH{7%!t3UUe8Glv zRw`&B=$_{#;W~u)Lv6(W9s!@Iwk8(JyHg7g$Zf&h(SeEArm4Y5w+(HL%_YheF(Maz z)x{*DMN!lPFF?w9Tn#GO%RTSD{N5fEj5l!PHmD&Ee|Z`sRZ-wiEzRZ`^PK9_Xsr<1 zz|vQv;VLc&Aa}nBP+j|?_K&w=gXzWc$00o#;WG)Ap*v%N4;Yl|n)vP0o4H=gj1Sv$ zC9EaoS7JeD|8FKKer%9+br*dud4M)jJpd&!4>PJMUs8onRgYKZ9rFAvc%mS{j3=ui zc=iExOlt5)0(t%VR}CvqmQfZw z)CgN2b7}sh+_$rXy4Y0RfydY|&4&r0)k>E?++BMPF(%|{Cjf&=?Yi6W*IZ525Ypwg zE}mDz-qL*vU&3>hMR6@WXVL(tvD_vmXgJS3Dqi-GZojOzz$)F!y=b%-MhlPzSsH|V zNtw>!hfQ}g9xx)W@&IPrEy|t@xB)4)d(!2PxGkuu4KcMiI<3^QTBKx(fy85;tTB-3 zc<*CUzy`uiLasV+)}?8@ojSD@!g|(mz{v-$7ea2e@>J0PTTL}e4?zD~2MknD>jPhp zq@mnY)0|c3E@L+ktmE_64j%L>HrcX{`FpfxBPFT<@xwD(WDta$=LJV;s zzG>-jRv*8$j(xg%(n~V#Hvs#W=`orq7DlFavO3B-4M}STPp&|~-pQHHW5hnqd^``4 z{>4Af^m4Am>oU`PHHPi;_5vm~{>0QLAc8-9{PxqkN(=OLDg0xm zO%pvmD42?_bkmNl>#B3f47nmQSOXhh>tPsu-Eoy+zF$WWqqc8*XH$@3Sqqt%DOh-( zR-^$sjZ{z@@fu$1CS~+(2ihulBuN?5*u9a@}$HVUF5C{T%8mYpkAL$kSBtU%Srl=PR(4@lSIva8D+?e?9 zrX<$-&91-sZsJve8t8N4pT2NxrFHqhOiIc!j)vZ-rfUVF><>eC?lzD{kj4;h8n(Du zjnv8=VO4`sn{cio>)Ij?eAzZCLGIBUvTCw4!wr>@qW<-qt_CA7^9mg2fWPp;XMZ-v z&nGGx;A3=8%E5(_TF~e{{(>QGQt4rG?+4v=4fFB4Q7RH?3ct+sOG9>uh%mJuD9VE* zyO0yLPj8tWAKBJTu)O9^rJop{;mXUC1uc72&-$e;=Om}E;WqurOoQ^^{fZ%m{>&K% zZ<0cAQh-7%rA-!fd)7L{qcB6m)y-A4fz0ZMVjyD*c9@ucoScj>Njyy3(~!?Mj4qG$ zuGNz>+2NG`OFolQzCeDqJG%r{{s#z^ijRl*880}=n}NOvSNTX2W5q-Z!`LIzn~F6z6*d`p-o9mdC}ibq;xaL`poD zmSGpUTxS-kf5=!Nn6XYQ@xx20DP>wp({MyzvCW_EtE;u-5p&yz{lyI!7gBVqN5%tq z3X7Jgz5T~<@Zhdulvp1RUGJh)Dz%$56v)=zeH25RNXvs|nI_w5wcyiaT9SW1Kbm)Y zWV)oIF%jfyT(P#=$#8FE;brV^l7mlRiq@bhuI((P7xRJxWx^>>U2u$MbNptqQm)i@ zoZk)|BVwWO)AZC2B7akZ>#`s<{*8jw(Fs$AiWgvT$$XXcqq5XNU7OcZ>tu-A$(Dpt z1mW8+_Jhj_wEBbqx)gk6f)A9}$_R;@h2D`iy?*Ez+vV2o2LiwTHt=gtr8P?X$zUu3rbgN-7zW{A!gPT?9 zsRHE<(yBQb^$p}Cx?FZODZkehgc;0evVqSqiX3zCRBE|CysYze2hWZ-O`GQxL_gAl z4YW#E{*3nq3Sq86?wvTuCeB99=sP`I5ed~??B!lEzHfMedZTg9uuS1zutYQ6?D@_- zkyZV$+pZCh#4J(%Yylc$-{Vj%p5We`LaDq`t>**U@nf{;NIug>B#{1g;oqyQIBgPR zARQEWAXtssUF9C5kPGkII{o9qxrI1LH`M2zU0arM9gnf2k}JXBzsZ(s2=YW<5g{@8 zXV20$!(I`{1tU({uT-pSyC(`cN>(`%Lm#&mk6~nvSi!(p$B9`BMwLds;}!53V1)Y*@kT`Fl71YEy7|w_kb&&dS`8A+FqMOk|GWn;Nn`f0 z0uauBhqmPI%sU4ZPhQbAmTm$e*(1`+Ey_RV5RAW1T*N2=eW~3SWz@ zYlHGaJDO0VLQ^@iUTMWUIoVz_g7}=?fsJ_V#yv~mz3!I7>|N3o#nJGAVIyl3?WG9^ zBy76BmvkE^y>!4;AX@z}h!dv^Rg-RTOn5z=w9@@T9mI~$kJ6pDJt(xvt#C3~3I!1b zO_oBHePH|v3tog#LH%==J_7})Tw79U+h8FQ{yijxp%#8K-@)&h%P4Q;064sg^68FS zxPOsJ)P7=D`=c5BYdZENG*q3K99`EMgAVkngwTV)3QwpoT)l7WSVB1zbN@0RqjbxQ z8ggD(B${VEN=n{DxV*{a`6Z>VSIQsNHr$j6zxZJbU#RRDnW>)%ED}>B$?exkT$pjn z)9e=up#Q^Cl6r?U2UYmcBTbZFY}+Y&8>4TRatLaIyJHGTW9qiV_HGx|p!U_m<qsfrOqUa#%xOE@h;;!NT^r~?3Z!7 zA659&VcCFTUzxY8I%9(cc=IRvCmq+8lVnXPZ-qIq@*Xj~s_~&t3TlX(9iv$@ow6I8 zt~QU>vGqYy-cG#}FHeyvuflupY8XgRGj}ZC3*(L^ecNgJh_mJ%YWe$VAB*4WQD*e@1S zU_`2J{?MWYHa2-gB;=241nQKMF#NhC_0EjLs@J9XtY=*J_fGOs`Q~tD?|VgE>15Zp zMp8(G&XSoznx783Kd35FJ@F^5Tb;b?u(TZ@V5;=$%ul~iiWRQ5Jd=xjm@@SFDcF~( zKtcUZ16=HP&XBAvU=m`C$BBLj{OE8gr!(E;&O}f9FF+UW-`hpsDfVo?1L~01k?~&6 zA=xK|DhThwRSL;C6bRDqPC!;l|bM@#jSFK^ z8RnQyfAmNQ38U%fX}oo_y>GHkdP3RBS!9g85w#2Z=9O}ySWI$uNKvJ4NlScBy4&I~ zJD+XwW%&om{(q^2b{bd9G!%Q&d+riz_^?A_1S-5p^l*b_!q{Gy(grO0Z^RsKVdu_d zO3_p*d>B2ZR-80DvwdrBpeU)-z1;Hm-(!LY$QyD?Vchijyar*B?9uUiO1cdd9k1lmP)n1pok$0NTJY_2emE ze{~1|VEo@Q`}g*@gOjD5IfJ>Ar3o_w3$v=6ssS@26Bi>h6RRo{BMTEVmjNq>0S6Zg zD<`J`hXE%eCo3n%|M^1$c1BxzXG=4mSP#ynO@h(BLBnL*##Gy2awXzqI=SGCM%@wh zPLnI$NM=`~PLXFK6mngyrkKe!3E|Xq$}Y@W+l60p%Y`E7YTg90F;Q_|MX+9jpUkPAW8JR^Hk8 zqekU?`LPn4_{Tc@#A7|^gMB=d&;`(@|m<{D{VCJ5|{tR21ktXwdv+DtwhNLh5YY*$r`Xzl7;DE(1}>SnE+ zudgjmTox1@Q~ZOdDpbQV+%%jLPn7=Q=npVo;#E;@3Iyc*E>JI?xF%;9cqlQ`+SkK|*`Mdqkl#W_6vWmoK)8@XLgs#l&LIZb!jMtU9tWz>$wf z5radAr=+UoZv_E zfNZ%@z^hte)kWV50Bpf6t>UQ|_#bXU)SVn7nv|_BOV8fC8Qrddxlk*oX4_s9blv%L z2@kRM)@B=Fh?OV@+ONEbp$DPXVVJ{9?UD`=lNDHspLgN$X+H&HffUU#l)r|o61QKW zDl3KWhIWmovJ8qd1JJbU6WhpJy9}HB!~KM$=DLifqdr7njLMo^MYEVCKYAEh0Bp!c zuZ+X(*14bjH7C#gENII24YRB7*&QUbyKshGc!!Oy6h?tNXUHd|{?UJiRm{??jM({u z9ho|%kJ+6aRf*U%FA{)dY3z2tA_i4M{&vtuPRQV-fsbdN_}I^;37_aupcSb@$RAbuGQ9WsqkyTp*xte(o|K zQDnmf?vRp!f~2yxgjIQxgolOm!DdLv``(35}V=`H2Elzu8dH7TiH&xePN zTRd1#z=cuj3d#9LoM>0tT{L?qUb2|`trpWt29=P z+W{r>=*+$7*sVvA^z;lk94;(@Wo?)5q@!(0!S<1oL_B=y;5+{F$U)sR#Vyl+)x1Qg zAG+RfYEtEW*~aR;@G%ozm2g*))Jc*zL6`5L&Tgj+M@~MI6*t*W-`b(U#BHndm0|8# zUOT5D5}PF^Y9uM~=6bzaoQHZ4At8$HVgO9C7kXl(o?P=)+DGHQ^x*R23DVVmOqLfoeTEJ{Q__!8mjm45#!8z#kYavJeCD|OwC*-tRTaPXky+kw2$lpG5#tP{s2`c8Bd2Xioz z(&T77J^F?X@yjidKANbWColYH%w}mtHVp@rGZF`GrQ2?HiJQ^KO5W30g~q}W#&ZL# z4fWGvsLjT|r@FMBH95bri`C`Q3~}`&zlVR-_Kk_1#Z0pP0_kEZ$$n~;&=L3*vUaIH z9&ak(qhA&EY%#lFlBDP4PQ=bNv+GG=#4s zjpfj38sko0&gq$aQj8)qg9r04^83efrr_zW$oU`sBS&buV=l0=iW!RZ8XvBf;HCwDIs z9)YGyY;I5+DG+MWj#aRmsf_yXdfi0PWkd{Xet`bBvg;0Bmy4(X0Y?8VtN(vxXJWK9 zP?iw>Z*`CE_!Uq2XQ7s-)i%r8X12P)cC+yHx=FW!xvRQ_gsO(K zctn&6&_DSG5CQ`Lz#xEck~Tm1S3jmX0r2lKoFCj*zXPWr0Ko8P@W)Y95D{?Z2mNph z{N#7=Qz7(0@T~y<<#)6Gamx9lK{xv|4E=)%xz|_vDllvMljaW-{I)yw5eE`z2MjK+50xfEDW}u@{)yL)FQ{)dhf@cghu^kYD~lOcdejI3?D) z-V%9|<7dRII;BbHV|#N^GzaTQ<6*r-dcnzfkfVLGtKpEK6Ie4UgMg1tKGx{6i5z1? zkdI$HytcG{L2@9DMEpZYBCOUVcMLGclS0X)l-FWRXjg%oxzCpStr`)uvFq+*UQK8b z$>Kv`KU8}GL_KVfN`-IDGq8aivB}dyv^0pO_d89+ZQM-Osm4pqPlxwR5oU_&K=hU) z0`U`D=5OO~OCVv$kIPdV20#!rs~MBoPGXegg2096)|t_@{J8m#%NV7820puMXeN8J z^l56u6uJ51r&ay|E>1a`U}`0wVj(!cZY1PhS;P9w0W>G>!17cN<%7O@8ML+N z8G~w0cVV0p?=dI!Xw<<*I~MZXRTUjfGS3e0ui1rO)ZntrAs2|Yn~C0Eg@u>;Y)NtyAd>HNSWkht9`b0mi(`R=9>DKM@(YhZ=jN_<#{Dn%KDynmC9L5}2kL#Qbn#;u@l(3|&= zKrt9=ty2o{T%WMLSlV7Lu62@km4CopMZhlh6d{MebF!g}=m%k2uLZtZMv$H1A#2ZE zOxzXR{bQ?N03Yxxwa~M{{g^oBoP&In8<{_uvMF<^hYd~k0a?<{h`G(O>{}ZDSmw8W za!Hms%f8Pf?$y))(t7l2WjF@qmin9KJ^Oj1Unc+1jwBo7nU zA+v}o8$;i@!&)z%2{a?VabYOB$;Ywpy9t_N{sN?AX2+#b3)k_p-;~L>?pnMn<~ZNT#@E9%!Np##@Eav2!A zf1j5Xc}VpWa}DJhh1L+w#o-N5v}%f)n7VJu%3M5t6HX@qeoAAvT9NJ(gaCENW4{iN z;$qQ2sx{Tdt^brKQ)aJeHVRIlL>CZc+b@;#g04j*5}v#Wtnyamo=fnsFz)b+P~9J5 z{|q~YEp3CqVPA`8OM6C^CVaHyx zRBJH!GDnsVU>tOo7%c5|xf(6%n-NNdJs)2B)+2dhm&)s_WmK+mSfw1>Ee35jlu#7w zz=Q53uQV+(fGH`uAiy6Xtv(5?eMZeA-JUq6s4o3`$G5j4xzCcDFgY`cFOw*n7OSx# zrqy2lz8WomNqy5F*A-(z<@<9YGzTNQ&-JW4h3tS*it4YV=}BJAn-u|&~Y zTq*5H3n4sB*NtLHt<{^G_tlj&)t1OhY7^{zvZp& zakkXk-p2(()uAD5`6P@_1AGGnyL=tfPE{PzWDJg$LH7rh;Pm-6twD`x?Xtq2NNvQu znkKKzvu1C9jf6;{_GLzxN1UMjI4+m2 zG-p*0UH)6b6|tV3J?q{F!=bLfno0G4zuh`Os6?<^G-wq{)T#zI^B@j{{by4`yn>`Z zLJhqd;OZuuGGHjIlgsYGnpAd=mMhGdt*Eo$48>3$Xt_4OFgda|X@YR5&hjL%k$UEZ zpU&ti<(yy$6Emj|G_x8|wL<`>7`DW625}U3&B071!33Cfbc96zTC#SF6Dx`=^cZLt zMec&<(AB--heo)X|K55%z}em{BXdW1dIt~e7&4&%sjp{B7soTIY%TETTKysm;Q-jD zU$_(6dz$UWVUMhIcjCpNcP_Q?=tJ^;ESm& z*y5$OeCOi91V5@PE8iyq*k`f-4L0oH-d3P9j_tq3(!HscwD)xv)(taVvDi946G(5{ z47PAq!jVT;V3o$}gwyBMoR~gRy7vWcU5X~uKk%_uwc1UjG!&t(?%7M?}Gzyx=3TE%I0k%{^8j$h?FOX7CS zwzV%*&&J`-dSFylT^kC^Bg=HKwkqu(ny`l822pPH`&cZv$WhoR325{Aw204XJpJmF zD>hPFaZ?C{3`Ap?eZ59dv5bNwvExRr^uGA?qfdiQ5*rAg!V<4kz!6&$HO@P;%BM!a zLx(T2Qc+fZ^>EKiFLS?f?Gms4m{@2FmQD0m*+E@uzqSA6z#D-nlX zxo~|a8(Zuqvf^k}bfwv^k8Cmvu~DAPx2e%BY;)4G(RPw~$chrc_4BJ0vY`zy^5Gvl zVk1A*Y)Z7pKbIZutfddr-6COk6AeaCW6#S;<#lv}*Oshr&Fo8z1*CNdA$k1c5r55d5@+q2))J|XB2Ca2e3mC& zrk&s)j$+V|a&c-9lmJOOy_-Z7qXbp*UTW{3Y6#T&9JPI7ncy5j(ZczZV+bB?Xd!C* zxkGQl{c_iZAaVnXQK?Am)r-rBfV^!0no#X@74nL&xBrYVu zTAbXb-wI@%Vd*#J?V>iOOd@@Y{RCd_siQUv{80w&&bYU@-*NG3-+txnF3;5P$w5(v zjQ9M_LZ!@_ikn#?&SngKY$8>N-AD95K_`>lihqWzb1ai7H)R=wL*i+c3G?1nH~9DR zzdebu9xG)sH5KE>9#eCf#p75N@0?3-A|SXp^M1e8)Es)~wCy-Gh%rGzF6jZN`rsmB z?KY2~n?txX_WL|g#KlE#x*d%Kqdft; zPm*Y6n`3;^_7+`0*!`S~YlYhLSH3r%J>eZRlGC{LWFFpL?@|%O4r~9)u7|gMiyTHP z^qPvaDtw0;TxLNUOYHMdAT|`5l;k-Xmg-!$;ZHHZZ)S#gDvbW1Eq@w0s8PVuPr7D@ zZ8%=qSuBc@vlga5?gVFJll+CFgMD!%GT>2l@HK{9z|L5~p8dW4@y}x$dzT!_E2-WLgP3@EBdoNsqy~exO-j`u5U7{g=1W-`sKGNC<6XH z_$ac^@)@^BL5FMG9U5Ee+g*|GO3GRL>B4tiO)<;FjtbsnOumbqzTK9RDP7)zK$Vs}n5# z3DYgROU^PKe&}L%9B-FGe`w^jZmT-9RA`;*c?&!;m6{}{NT;7wI@_b11HZo%({T7V z<}zUP_e+*xsY%|50XrI+%&vyQmxuNTsPy*L=wI z$h%Rkqz`p)pcKDY@JRX&H{i79q%TcA^7w$Qj*bTOzUPRqI&8>M!4T}kUpvxKX7yeX`&5RAXl}PtJ1lr&Jart^;LX1Nns+a(}(Xc21;nFlMAqW$%HINa*mTibirA(06Lc{zwCm3<= zTar9TsH;yhq`_296hS}v0Z05-(Jq5<{-7#=bEW4L@JOe1S?F&hv~vncyw5tN|84p>>c(P^u)gC@23>@0gg*4Ykz0$P zKMF*o#Oo$`m$ca~A56W5ol4IA>TFC55F|#ee@ekoCl|I)z)<0Gn&(L2+2g%+1| zoJ-EFx20|%WD*|ENZw)iD`NVEB6_Z>IIY^x#)#B6pTEL>#K1)R>-!T)ZC{Rf)ys z$>keTwm4B9Mw&)$He)q0lqy(5M~wL;p8Khv_`jB5lQlUm6ckypnjPWi9TXu3o z7wuJjx0Mm!TbY*Fs}-ZvaPH+x7DGByrv!t<4H|E=eu|SlQ)Pf3-Ef|>OR?<3KcSn@ zV<>sD=Rdf;@l==D7=Db^@lPmKqLoUEgq!b4x~=CMMkksO9D4?QjmX*)G0ZjhL@rig zh73i@wxGJT*`HYXB2$6&6DCN0d6D+R0!+?$PPJu!4yCVi-FK|7AQXA>5+Xd>9UX7A zI?bTB0q(?KK+&J3*_>?A`8D=#%L*hiIj=b@1%2Y30JtN;DB7_G@ot88$Vd)|#yDE5 z@8q_wI8B7Hr(-!V)JbUL$g(>VDDCF*0TPw^Y}oEFvsfXXxSaB(XNIIY%v%GtnJ72( z0q2yMBiv#ug=4DmjzRH*U%|l-7^T@0ss>_P$GuF=hPVmUh!l5rh@maVtJHsbj}v)< zrF$z+#2lz4%&y`tT%!mY)4ya46JbvY@FOC$T5b(gp$tegV0R|xM4ds3W0gk_h9Xgi#M z?oB#su|wxFI7*KMprYHa^383vEU%>X;pJ_UY`V^)N5}iZ%pHmLRd8ZLe0Jiw^|%^% zk=33FAaR4|*Fm(Df%0lPw2^r`>8=ghbD64lvavFuXazv^4}e?I}6s|X`LTrWC3 z{+uMx29rg{tMR$l#Vle`zfCP%YZPjfo0VJ_bx& zv5TD;iK?+%@!-C(Dq5cz$c++#K$r~lOBYOl9|g_|9cSYFbq@JOq)nSlv}kAMtWl7+ zy^au7QW;+@x5mTMBHW5bKOM?@W?W&K438CT^vw+hkdfFnidAC5hV2A@-G(wPnSCdb zpejQ(lMq0Jj^cD4W!H#=(rT{2Oysc4r;Q|uuSBJwluj& zU7@uo$GFr6zT*w?XUUcDndC89&G(~XUq@vPrlk$g#Qk%ac&U9XXNG1|>r-}wW(Iy| zKU%IHdrL9ZAN_9yGFJjC;^l@8heF*Qj+)q4)I`MtaeUy>0b#*CvZGoNx7uITx*nb^ z2_Ar+g&W$}v>?_*1nvs5IWW>YjID=cuUg zb2n+(nCFy5z{d~C#xobpCF5b1pP0Vdee9fo$43+Z=7PM_rK*c}r6*0aVS^gcvjPd- z>V|I*xmU+3t7;gQTX}oQ(r_!8t5UEb3vwQ)g$hzd&gx9ms3eq^)jTj;`q}(pv~wR& z^qMSs>y~J|{SzUFtpFstg4$<+!s2PQb*U~)AUS+2Qv_x4D0L2J=z!RY^(OUw;;6A?$z>!Y1d;XDR7Ur!=8;=O7g=tUbI;l>um9h&{A>NeM)9W$>ph&!r zx(<#Yh|J34q9};mS*Bk2F@YQng;*u2b(jQ*T{J>F4ETyBZ1iNJCfFFqL?KMJlllnxPRyOgBY7JM{N)#AkmN^;&ouJ(- z;O2mBS(fq-+LY`8iF%aR!6@fuc2g!txs7G1CKfZ;jF*0N%QMK9Fh+aZ0(2+OZ&ytI zsx!uE5Ih7#VB;uZHl_IUc25yp3uWVpU}N*?q2l1yPQxaA#w46_dzE4qL!3NXKx=U~ z+X=Gn^hzB2iR4?mCu0DYl-aqZ2F8;0uf+|?`HJaDN0~z!Ki`A)kh$tA==sUB{F>d4H_* zdlfJJ;QEHIf~x56_dveL)b7dUt3xA|TSxx}>|>_$vYY|t;;0&00p-ZSc*W{6%|)_( zd~z&uKxr5+lrBSKAojCUnUrRJlob0Gf=vBlm4a zg!q@r8zPh0ckMG+^+^Fk?Lae1&jPgte)pn*o_v*g6j!Oem~#nQzo zny5XR4|aw!2%8OSDdC7dzUPU`_ZUiT`7^b`JRyIGTSEnLJtOpM z;&PJkujB3(zO-?!aC6Pu(p$h7p@}-!$xc=@WqR2;HHY^s2JI*3T$CVzV!VbxLMiwo zeD}!6)Vf(+@T@@rdP)-pv7~W8xUm%vWxT8z>Bd%buj?+fw`FeVAY{c6(hEWR$}=!5 z>~PiK=Pjd9T;5+K5Pa_JVp+qTq4n&2^`33qTfie8ts1H9{T#Z+;3@w^?q5{wW&}6s znwF+#aNiUZElt^9z+R)A(bP7QjJ4R}qIJn-dhrlTC!XF8*@V{O_3q(AOhT4wQ2R%z z>Su09(W=>PCYX#=U!`~c#rGj(OrCW|1QWV92XAE4 zs>bRMN@7rc>T7wgn)v`Uw0ba?ll?pP|9&sHgD-^kDfOeb{eZfVnQezQ|dOld?*5{*PPhqLWF*~?%fW}@Lf5T&1Ty?C49>W$$t}0 z$#A0InkGe(!X1M=h2C-Q3YRoPb9^f*1HeKd&1vRhAHohxHEH2@HiBQI=@b``iLAwX zy+vQEs`r$M{@QsHMD1l8#ATJUu0$B0ORI6WPb8P6$+T41C$U+7aC&f$83q2RyZ=82 z-z=|eg_!;`kc1K|Rwp(pNKNx7SeW6H&yac(FQ%(KdE^xGj}u#)2v7jrzsQs@CUg

ZO3=-Nk8?Jn?>6?q_VAq zNQQXzv|o?(@KLz=M)zs^DG&BU^i}2ftR`xwy58YB7EIkNrz7XWjX!1-9~!kEe&1qI zlU(@dvMyZu7D?HeWFS;E&e%$4Q4-HoTCr*LFyoM=B&D=m1T9KyN(FwidpTOHq+o;Y zAf##Gl0Z}`&=!(=P0ol+WiSWUrjFh#A6t3#m9q*n$GYF@)e%0AyVZu6k|N#L@-qUq zO_52K0uTTbre{KKtLsCYiOz?b=&<}C%^kj4M|FN!FW{zm+Qr@SwR00wtv6E39iq&7 zmczsAmD9`gB)h8tx!?Eh7C;k@DHoncw_{@ql##G|8R65U8%U-g^3Nl}qxq@aMo+?F zoV;OZc>N*%`fqjxV_R29kSMb`*@_$N?sXLzR=(cX$EzqRJqPUTQ(6 zyix^;GytGT5vB~AAlEtpiCdNj5Y3aef6CRZD@66Sej7^GcU2U6t!F|DZ?RWVfF(iQ z7cBn|e!g1$D2+kC6I6 z$O(T>19}03nF6sL%icBAJ%8pM5VpTrB~G2eR1-ZAU4pJ5<;wuF40ew7_Prork$+oW zd5b@G=L_Aoy(BcdYY_j4k9`L!v`{6s-|7%@!vmrKSzbW`>7zhshYgt4<&k0PWHVS! z@JMi^QW&9xFv;v8_PlhK1-(BGQk@<4IwG5X27r^4r;D#AmbdBoYOW} z(7nW1P>H(zg(4kB!w}3q7~`^(;si8TVP@dna{$>6IXmelxhj# z=>bWL1#k!JlkJhNt)NC4U6yHjcHctEcB3ix37Rq<^M%78P9v0xK`8G~BO6)Ge36x^ zuNU0e95dHrUNTLsHI|9p={#4U5YfUnYmQk_BwAeV@t;Cy@+m+T5Wj`2ox7GtYv39i9jyV{BdK`Ua7XlKktBwLx7zNseu0v$*YRl?i3uuB* z5QYhYXUyjwG>i(oAADF9RE}z)vC3kQu;T?olU%Z`inv`nOk-KD_Ee{QbopEUH8WK; zkaNq_)4sO%XAt>Kbn?{q>$=ye91p}|dv(SuqYaVn@u}(Y$tc1Q?DYc-R&#p+H@JkL zRXtOmCPzfh-$Pfe!5`6#wt_6ES;OU<47M;=w#SA|~h*iz3PyiS?tlefR3t=-qlXX&=k#mOOyA%2g_}rIHQ-SEnlOs>l zuEMUCsX0BUZ!f(4|WTPAhj47L*c&=shu6`+&RAD_UX%A7}nt z=(M_7&cjm#X`~Q7Iq%P5hL_q2P4~OyPT- zL2)%ZJONrpl6}SJndkfkoL$X*he@NjJ$Wq0X^#fpZyLM@MTWlTQlZMxE?*3e|H4rTH(M12EP0^;cFXyadWQ*# zo4&};&9UE}C}q9Rf&e}R5YQDFbNf<3&vUR2Iom4>U3u)lHo#2vcBuT9=edh4i6*4u zVw5b!GYxp(6Fpm6u*R4d$OR-#)fTgpIL*NeR8${2@x^0$eJ|#B=@QWVt!%~Vr$8s=J)^Om#ZZ@D4yOdi&l zJ(7f5qpFr)p+D{g(O{6a;Bzz0Py#Dy+f#1uAdnBSwsSy7mbL1>&_qbG%bc`->=_Jq zZ{p02mn#-xJLXlDVzFn*FQ6VfGvca>7?)=fs|+B_p{2PSSXaX+d(;Uw@Y`^23U=t& z=;W&B_~wPbcnXoB0OP`K)lPK0mOU?-QSHvgp>!A<%ZR3)+z}L>b5bLGzu?+2f8z&o zc5NAzAon1~6H_|tJJsfSd)n<4V()6uUzJ{a$*)o-8+(N8x#dFqYRT-Bi3_nN5iT%<3gWf`7mQ(r#_7L!%iBX1mZ$Q?<9+Yepk?J_e6HfWd9VVx1YgE)q=zPfv(czZP^UB@zWC~ z^P%mxN3M^2~O`WRR26F^1C<%UFk_neDbZx58 z)d1qzIm?l8ZnCliv|`^ZwPKPLahKe2SbCTyU3m!+F2}L`;X3w*D&s0m+Er=ay9xHS zl0FpYoe87Q63YgW8cGrqw74wBDWc@DYfs3!OvYxh`>XKLHaSQfUm|-4ad&*kG)yXR zh1=EK&H>ha81j5hJPBr9c8s|_hv&b8_yc^NrHToxXtDZjBq8AQ%vSJ6vN}|3_<^@i z@GLA+qlQ&9tw698$r*IMa6_t=PR&7WTINNZYgo|4m=)+85pe*YIMZ{1$Wi0KJSKg6dQ7%+$0Cggs%q@gTFiKm;+e}}FD@QV-ZLyEalr$O-W_F- zb1%Hrn(E@w4-(q36~^ybXN-cDDhu;yZxJTr+*xQlXUko{JLDFq6?|d+7gcgl)0R|E z;`0yn){UJNcE>`khsZUC!+YRi;lUc_h?pGHn0j2uo?!JJyB&i6a$jpxfUiXX{W*KV zuhd3i6Wc~qmxs0Yu)gtw$YqdNo=_}i;l5DSvt~w)9g5A0GOF$9)!TG{ZV#fy3P3H3E=4t^S*fQA2_AGuX;zZ-ECU5}& z-t_cUbrl5428K^;0Zy2p0I#?(6fty(V$wWxbdI^fM&>-}N!?u1Z~kfoUViMiVLs!- zb>R?iA2uA{j0j@*b@MvNxeIw@x8K6E>*SyC1s600gvg%nK4AW|#McR6WQ6@`%_9Aa zix3Yo+$kU0=CDSr;vH6hY4P4;w2K!bkb-M6gzH!UIrHc-FAWdDKIIcvNiCOhjYSU` zM!6Je^c;Z|y@?iC+tRY7i+TG*0*$8pNI88YqwUG?CFkiGWK$eP-XC@7V*@TA5^yvR zYc3`OZGxwR=rPrugJ1B-MnEGOvrHNwiYoyprfCAz4K!Q#Y3b%Cuxd}CmpQS4>stS_ z=4!i+2?c#w+9ZZ^YF$&{jl;%!ztQB*(ve{Baq6P82o@mE?sqFbp|e3uP(I2^p{YG& zxC^%*wi4#4ewiO2;{0$zZS|!aF3`_)(bi0fisA>zAF zgJp+2zS_buF$Q;oi;Xtxq{4+>2MJoVQn2L5243eDOD$!x^F~PB{OTItcI%F zoe4y9B|{mhj5kHUd}Ku*{Afq$4OfA4V`qcsRBYWDHM_c{JJ=kf2~BW$#ysg*CROie zl-cc?vbr+OWvHn%-P%}H+i<9o^5xO)y*HClmq)ndP zJUW>DTYu!dMqPAYgxOK~hDlvt*m~Nt@R{4d7WM?bjaAWDi znLx6#)r9S{i#`ztu)~b$bn$MJbn^xGE@ELd*(N+21bXjQ8^1Z)Y}oY^7;)Rn;qYf; zAb`v=W$37XXAlTub{h*C3#Vi6l^TV<%SqGEA=zc-f?+vHT{>`9Go9FwpD#YNGqGpq zEO5MS3Q6`IWb7o=#)tyTFLr38pnc0|Lri`ufdss3){mwl*2%G>8l%t(!TWk(-qx#f_Yxfy$dk+8R_hpSRoZW5!Q2@bfvda^ecz>2hgr*gO z2%QCB3bfb_{k+CugJ>bE==(dQ77=IS&b}|+Ivlbktnx5|X2+~boPHSmE&dfd`KIHK z@duXtj+EInX65C3!93HPZ>$fk^U;TJ_zJ%h6joMCy7r=w{Kcuo{vt{M>bdtGTk>Me zHJTB{Y-9^n9kic9G+Tu6IV9D+h*l8Il+xF8#dJ*7lCUnV5oI)Ld&LaIX3%vSM8me@%^dW)Ndh=aD< zvVMdtNKD^uGbeLY+fXM*5DxytTSb3p|@RU6aT0fJ`JXH)U=^ zZk)rZOdekaQWl+`W| zp4hozgujrXJnc4P>KD#|Gl#DX|~nN=`ss<=1y@5ZSEIs(SyEDV(xC|5^X) zT~-CqzQ`UxlxWv__?*dH4oC?Xe=vBKH#N1zU4wz=Au8&pp!Zo7hGRSfVq`@U?cT{S zqbJqomrD|t7r>{V2*^&?6gxd5b3;Ig$EfW)_hPv!r8RP~2}T2CfTzyo8$nZrfxvdHd$AV`Pr9S+x^W`lv$@K9aaC@XyrUDv9Kgh52E?E`@dq1Hw$&yxT(Xg?@nKj3G(g$Njp)8Dcp++ScaJTudsX9J(% zX*=nEOET;I!zvSS*B%-yi2EBiOV0YT413xEmFPtV0# zt^A-5l-be4JG3YvYnmyl!lUcM`pY}`OX#6x2I#M6AJJZH{=``vu;tBAzq&lElWeR> zC}NhrFQRnx2V{MF$bn(`XzC-E(*K7i=XTE_jBuLasm_(~C7|HWR(SnfbfMoGJSWrB zE*?DA8rS>c<#;#NHsE;;!A~z1hIp>%DQ6@>DfEIp_@}3hKwZgZU&D0bB6ovFAGO}) z+R6TM*DtP)ume~Y+x5^zKQE3mlKT(Ft?GjIws+tzhnwdM&*t0fCMH9AbO>11Tk3jz zA+rz_8bin_$?+z0)e;Ayq9e>hnnQj&}DJzX9s!sLxR zZ$DE)`OT2AS`9mm@#8zN4cr81_jrX#hJ_bLA@I3n=@_l(XUiF{ui(gz-?VsH=afd$ zy~dL2^{0*=Khl5}e-Gg>qO}|LIf7d;9jN9Pr|)9b;*|f|bml_UWW{)JIF3dXuT)b6 z)#ZbQDZ-9s#Y}-;;1AqM1GIaiDh*eKLfIqDIH2}gtke59>EZkaK?u? zKQ6xgk-4#5aOQPk>b$BOGj#o=pUDyv3qy!w%ojIS2vVP8Plz=trx1(`?6>90%#Pb{ z&p2ZutuR;hXM1i?oE%-Iq9hBGr2-hAAAns=MS!HYy3HU|K5x_4j@AtAnGxs2o|hbO zr3QnmL1BmE4f|bf5@AEg)(e#@19X9~7Q5R@GHPNh?;qF}~GOyb0tAMDg>*pXn zvT1iwp%VgR+k4@5m31NwnDD7poHp_hA2aHKPG}?K+;9p=hPH4BgU$<3{UV!tqrwYo zAD*0Z;1YTKl`m&jF@3qa97Ik#lxk+k3>b|7pue=tB4{ItXLSoN`yFzN z*PuQ>GAJK65H8~XE4g-bO#7m7a#d8un4zIc2|J$f8OU3oT|1?Op2h`hXfk!-))1`q z!$BLD9v0h=Y;LssihaP^AMTyY&8Kd6m#(1E1#zCT)7?uKj$7aN-L&)~fKFFO{79ircyWyF=8v=qn=&iJ6ckn8Bpoj>KQk_~xWR zuW~;$VZLdET&9M3=9kdaDVgH&8)MpxP9t5zKJ#dV3@fwJ@YoYMX{l3+)(`(Du^mQC zYDao{55(MUM_-w1`D3^St_!tR-qXnkkH&syzz-7? zRZ^eT2x-x~fV{G~Jw&L94idn@(1D|`L=qR{_0rs{DPb83a~{h@y*(^SNf%-J{+Z}P zH2cE2){)U73L2bS4UutKC1k$bRd7;IjU9);>nqD-r0 z9Y`YsFQC2w=?FrwS~X0yfpMhFRe1ArRBjQfhw1v!JAvscO&+4xX(u>$@Dl?*GUq8P zW`u)_AV&v}$Pt!5AK_(N-7jGJz2s83McHjH+?PucTB&W2v-dJX&-6uS;|{QE)aR{S z$+KEWg;M5F#-@~t>A(oqLEBoknHcLNZuC{ps3U%k$k-!fDl4C#RBKw6E4=36{G{%L zNNMur7$3&QB#i4(8_EkI2384q+s3~4FWTLo*{QXO<=61pCS$KyHdX=m&~2E zza=X!fL$gujeXqDYvh^$QsuiAXb=!ZjtsP$k1G9&nif_s9~x6cx`LWpFI*p{?3|HPM|O zcyP))TgxB=hhr$b^l*^r}ogMQ*Im!Ngp?x*`_jPTO$r zsOpO8tO!3kuATbQJ&{a1bYZw=%#}txk1P+z$#z5f$H45Jp_gL6`M^Q37x>0JrA!}# zm{e+t$JTX4ZPzBT&4>uut+p%2f8AUR`goKBnNLIuVJuFefKLv?**nsesO990{u!ce z#FLNfYmj2?u`QQZeFhnn6QmMYvk{8@=MQ&+v@L-e#@~@ zEf|fDBcd=za54n(TK7rGA3cc5nYv2mL#4>r^M{sG-_CFQFMC(kh*Y@tTfWAx zi9>8<>y?rQ^53c%pWhiytaN7#_#%IC^H+5BvnDb;x#|``c5jAvuS@!CNmxsxqv+F61A`X7tak0VS= zRKSIT{GY@;RuU_P9;x?k?`5s;!+^ZxT74_Lq+7y-O~bJVfhvoB3hU1+Y4w)2d2K1# zX?pdQdTTrG#FU%&_A0MWjPd5fV9Vna7$ayAjM#Rf&H&G>259a-MA6wq*>`wDvKw$O@rI6!B zBhoWwWslqx_)enE75%L<6rU>T&6v_+m$_B&2| zv#!5Y1~}fQ$;Z#wiTn2p+d)F+PqG%iZEN3&EHFkc^C5Ocj^Yb|k|L@MbN*Y06Q*2> z+M9%>s{5CiVZAq1!{`sP*(vLJBLBKb?=B=GlvQGEvVI8jvo}_5wvHbZD5zEfK8X;l z=HP8SJ`~pPK4FCgzwZT%Y;d-{pREub!VU?-Wk2?h)E2(Wt&rB#5?;#{V1Ik14!nd+ z*QjvJkpk0JdlgdAJ&aEX+T^NVGj3^7!K@*2dj6nEfJS}Ol=SZi1Ena^SL~A3lY|*> z%i6^gb=9{jTz}Ge+zu>a&%yXEKS7?NQhr6RsA}SQ%CM5A#TD-f7kV#nk-K6xCZDT| zjq0vEqhq=_^la%qEImp9qQ4EU5qD48K348D`)ApTZsE!*%>WCt;!@|g5^b2OfwLtz z4MCu}GY9ZQn-%U@9=(RMi80Ob?|aj73(DHxb}lv6S``-KFB^GExBcDT8SBs52z=kBVJVa=l=9!ZoraUlBV8%;KA5d+n25u2}IjnsJ4mk z65qma15I%h@`jdVAc?i({VDZ%3H(0?--QOl70urRdwyfoB_Q$wu9Ztj5Wcs&&)XhE zDbDu}Z;zx(+Jrr|$AZ8{xFPk8J&$)&n09?^73R9gsYz;TN5#(Pr{#|a{tTA~-P#_1 zMM0z?>w7GW5r41__NA@8> zbK1F0sTnJld;+^Kbflg7>xn+jGv~q!eEe`G4qMiPs$8BLRvR_XpgA%=d=}1fQqsjM zgEb>A&+J zrgAHo83Ow!UaqHi!#rLBlxz6T3ov$ZWvD0Zw~gfE#cZqNzK_O;zXxTwyADt^c{#{@ z2eEsbfE_2F0xW2aP0KbJxs%vKIV%x9d4Y;!rpRuDvQLDNR7>LcSA)$L)`=B^uU!b_Zb+T`}F@1~UQ}gH-(ClyKG!E(z=M3iq*k9+f z7EVIh?Ud}^(EGWL)3-hNH`KpFP@vl;!Q5}mO(#3i!)|CL^fH~#!r1b6Ur*8Ny^Wv! zu)@55YZJPSm9=+eMxr7zCfPiqiV)$&hFVg z?S!2%iEKQc1vG`va^OlD)q7m9Oggp_l7XkhhSEk<@YD{GjytA79aO4Zx-X|rYb|0R zzH1q1+{3@ddCou#jl#jW)w2&}Fx|rs|LlZ&1#@c2yPBcyy2&>&(la1T0R0=I-=rK= zSFs(pox*Q99PIt#_bL}{gXfNoe#Ctl%UBgb>6s#b7@*>BuinG4?0%lS+SkA`X{pqH!;Z5G1y2;dG0lLHy1aP9%bFhDP~ zUt;0F0waF=f8s6@?>zUt__4+WO~Pd1(eqQGzq(Y`xA`C9NnMzZq@!CKo9+bPf>>A> z=uh7qe_Gj5dKDoz5%&vf29E{l$?8h4zDmT$OxY80VWZV0!y@ zGcmjzr9ZPJ@-#B?Ak(6&=OO|CTR^10I&I4TAC3QMwdBKAK*z@lK=^`)18AB3aUCbL zmsj$9i@|=Nj&8Vmji-D_ynK?()bb1$*)oR+nz)Ks)WZJuF6j68jE*Mtr^$$^>eQ#8 zV|v)35R1ispPT+dKMUX|4Wr2wpz(|HS($ zvaG>M-EA0tEWeKPOw=mXuC+R68NzD1Ce;lXXIx?Le-Al*|9T_kTR30+@=FjA;vnxQ z8od>|g(d=Z=J>O5Ya0u5ap1eU_T*v=SS_;SKvU1|=M7S*hpBY9=qKoQT1M#5&>0ms?9BSR^CRsM`UJ3dz#oESN70tqbDs64<60jt@ubp?%8?NHK?0(r6<}qB1-eIo5wO;p> zc=E`7NwJ1Lr5xjyMQ?KY{n3|O{?5sade-PEZ205L+-^~!@h9v%-f(qsK>0d^;tJ3l zZHG-B0EQiPu!4<<0$}t80&(CKA($!xry5_f1Dupm)m8aBT^9xOkrFuGy-s!(-O?!* zm!@d-rL$RG1Beva9{**ud5=i5guj$Wukg&tuZ!hw6fOX&H8os5K_Z5sGk(#-WIPzw zoJ>8X#tQ!#`B&p252*3Xa!x$rEg?#v;C#{5;Ai&JxvxAAh50r){wOELIEU)m1Qpfh z^IS%e(@>LEcmd+p&(`j(Gh23}z5Q^kc&aAOSs=vcEDw&#l^Qe9wWEf6SHN#u5)3v_ zE{QEQLTFvuZ3iJ3#{kx23KRS|v5Ke~Ml#idNIvelisNI@Q zeK~>ou{Ehx5#n#BcxGVL#IZKc9JsN?(ulWmk36fdh-dr79+;dM2mz@yvHh1GI1ST( zfR9Mm9hC9lc1P%Tql`k$KiOJ^zTDypZ{(1&SM>m|tr1fX{7ZZ9<;YlNyY|TRVTI~A zcz8FL+tq$m4~>Pl!c00%_UnW8`lJ(jQx6f_AcRfhqX1gTnmAQ!`i^~mcu1*FkIAIu z?KG={Ia8eD=1t?-P~a8|E!~o5FE>YRypTSlHvmDzH2@h^~qN*@l0q#lP(B3MJbiq$EZ@o9~y5B5L{&FME|4>Et8*sQr)gB;ZI8Ux}~X zo1K26r?`UNoi2(cqd-@>{YU?PEt(9cJ6-UiThuQ|gTs#lhaGgh59V+6BJ%koKEPdl zv4X7$0ReHUQKZv+LR~>dTFAm3@#Gir+Y{Dfv7z8ZQoFc)pY{1C7-sekT@Kh(UTAw} z$?w6fO57ugIC-4F>HxjAC?-ninEx7CxR{qvInQUM28J&5tOe&p46V zt2-QL-R|Q8(W!x*n?VB!5ptK<8?&6|3sd4w1N~7vEYDi_vC})xpk#!ubgLLr!1EC; zor-h`r(B?y(e1j5rwz`a2xjl-^QAkYjKiSfubeAL^}%pS=6Y`W2rC)BjC))O4W?Z! zs?&-r$=D4Bv)bg(e4f0k+NpQfO0@rg3D@Hqs&r&-%YFlAx#L})0KPvcJEgAqT6F4m zptyANZypu7-gK_%29Z?cx-T$h`=jAHNvI>etdSt5!soIowUnifDm9v9blynT0ATCl zOJgvl)nwQGu;1!oH&vmpS@Sxc{WTuBz3N7aKJW7e?Cvj) z?8%e*emJ&H-bnkSoCG)KM?Pfxz}f=!H+KkNppiv~nWB^!Xh#@g9__*j#F~;;!eJK1 z4=&4D8ZR7N4{9|xZCQSnKpHh21K|I7f`aHV^L-d;AhDtdobTjRS?&82-*CCJGr)WFrprHK z$o?33-Y~zj=Z%5jmc)uYIM1O|I~Inacdo7zR6m z_5z39*Mc+prRmcARH!H@EEl?N?=3Be;QAZAG%p8KK}_e7T)+7|crrRM!&K|P224n< zLM%TUM3&3~N{-aVi0oN~NH}%4hfp)HTL%b7A3n!!BD|Cw<3sDz z$AzfF5nfv%k6%l7K+C6tqaly5Nv3htB^w~xym;EaK-&cn(L~d}KiQU22zG)z*C4;kQ<1!WoxB>@Deh^MM7vl%b_qoQ}!VG{| zP|JziuG)WJH^tJh;aB94=I$L<2^g=&bQ399v=-iOn$wYlSGA0C(Ax#OFaEr-uWg_INQdf5ml(^^^N`9R}0w{>if!>zohwycweRnM(gLNgz6K z!O6M$VMWpVOBr;iOPe=J)bYIU7TRoR)>U}WytKU(dgv840@`a!pEIyF>?m}jUpA$&Em z9mcIFfG}ci<{#b4(b6BSezP2H`5zgcBpsFwotk;m`wZVgq0yU@>&}obD=|X`I6hn= zVBBBGFHu1xVfd}>^xhZ@BR!tgm(TRW8&aMcnwAf2ko~6rNu^ffMvzJ2@FC!f+ZVUX zrveUH@qr}J^8gYJp_dN^+lnAM{2h79q0G0cT1k#nx!$*UeDct7<+w)WAXYou2Xoyp z*K4rfd<_&qa-nobL83}6WOo%}d#uFgj8(W%9#-sD&MY@T`lv3A22$(b{ytLA0S4Ys z&D^JmqXs!DdViBRM|p?aVL}8Sxp;4bvDK3YhU~* zVnNz^onlf$i~DddqSCOJF%-643+j(D{0it6TlOpLT{VK1Qie0)ixu?-v&`d}&jGvN zgo3&0WH;K}$KbGDc_^u`jEPiH9D2j(aEA``M4t>y#=UQ<(F>od*yTwGLi{w|zln); z+~QfO_14^rZKg~8a9t!w{q_;ia9y8V72qYuN*~^zL%*)7`MFHF3)YO<$c^7Rf)>Jj zEpIwi7`_ewCXn7+-YX-@9}xnIpk!QGu3H7Q+_l;_EuLl8{1o2m4L(_9KHy)Xrkz=) z%arLQKq|s8=qy`~9YV)zt7{O+w&3~|;MZf=5i+cnah@oX(r*nL&;~;kigp^uEDK!j za=&i34)ow*6a#dOpVv2ruvAHjA))#0V5ABm7%;W=!y2RN*sf%-&E2U)a}hJoM*j7g zFoX}l9R-&+&0Q)DnHn}7eHXTh;m^+>O0^nSf`qLtB@gd%LBLENG7R})?22~ZZKhuN z*VR`YbN3GZlgS$?*n9*KSc$=dpU3dTJkS*n{JEE;PLWC$`2TO*BuH)1bkt7EqDiF4 zuWusQy1wFd;1lE`AHCDPo28qAL!L@GsLJ!GpsBcs{N0PA6ha=+-DlIlAL7SYg_u?)pa|On^Ep3?zdJHnUl#5 z)4WBE94J9#YLn;OWsOB*Qevqc_(W3yinM(}(f?Yd?b4NkidQA8ty*8^HI0UqqPI7o zsXBBYeh60`{Fyv=ZjFy6ol;~TdnU!~jKEJ{nD?S8>o{iX0%Dw|9}(1d}0n z_Xs2?9HYyez^R57MveZO+b{Uc8s9qNd*~w+APjKmnj}Mbu4U{ZDWUSn<8ge>p9(hLWm_0L$|--=8{hz#WfG z0aR<$d_?|`SKH*2@ID=DO}G(VYN?}DhzJK~p1fUp4#c|Ssu`T@w{X6I&Pa|Gzfh=e zW`nn`1qnlg7kgu~EHp(V~?`awwmwvNy>SV1Hb$>kLQBZx6XTAIOUoEFn)acR4Yxagqg#?qgTJT2@iJh+bzTo`e$S)yI?|f%ADMUkE4kbc$ z4Gx9U0};XHc9fd9KWmq^Ht;1H`!HNCc&=Ex;pwmS`KDB_MIFsK$ISVX2SBuBY!;;*DeA=4x{_mhv{vZVoPdUXs4o^FbTGzC0tnN{=5Q zP?nj}h?lz2MQ_4L#eDkU`e~=i5h#UC>jV-6Z1zZF&wSb^-DHT2R;s1ZF9n}aN~w2> zS~)(7fwj#G+sqQB{>#=^Dpy_Ld)U+ONy-=Ec3aJKn!(%yqDz#&Vy)&=2G38-V@)ge zncjDA|L9YGmNi%TT>ZwI@7`J(O}o4Q0pv@!w1sC93@0q(R>|8=f3)B}j<ZTK6^VIB8EY9-3+l_-&j92VE|jE2+xeu z)suXKiUBZ#%#6f01&*&z->{INWuy{0r6S!Sv}^CF(nfjyp8s~#;UYkX`>FZ*3@v5evAw6R`^ zm%{=0N*a`1Lf@1yzw(qiRU>%`6Ee|r*qX?e=F7H$`prH2Rv#N=ZZ1f{Li|ik zgVU|XIk)K+F?IX5L>3M=su3B zi5Os7w)hf-XOboD4=qzhLIC?U9G5>m`Sc!b6yeI8p>Wec4WAE~d1bz@=)hJ-Ka-bucJp8gl(2<6x>M?&YFw-S z!~iCr+_2|T6P(S)$|Ii_EobcE`bFF=3)4Elol z$Ci;ZzkWT1Vy6X9LF=hdLCe_K1d*&U3*j1(==`CU#@&|UHCX#3wazwc?eOM46at`X z<#Cg90#y+B8WxM<*^%B6X$+8ri|QH$ z?v<3_)T-X+HH1OY1l>Dw#i`+;&pSgC+cKd1ra>|ot9$RjvTnfpoVX2~YM&oQvrxRP zJey1TX}ep~<4V-V|Fn?o0}KgAf*B&`$C?E(7@_=9Tw$Y`pZDbDxKH%ZY5za_WtlJ@ zI?WY@!tNbDaXE}O-WR6G?Oc#1Afv3#DnINcnHB4xV+B(@PeOrO)yX2FE{ByudVmtQ zX)w5&L#C?iSeLH~Tz+ts7%7SCjO{OKHD;8D0{@aDOpunGxrol{R(JCf|G>M9@ zGWZOFJ5Zx@sR;uSFdJr??%~P)*nyycZuTLJ@Ylz_(O`VS{uS)bjiRPQ82-U1>lN26 z1yrgqdh-8r;;8+>NZO2zxJoOR0(JW)4`ELjqSgtLqj$R_mh+qfArE0PN_NMEDD$C4 zgeAlPU;0Ja41XgaD4_;j9ZG*c$vggco%YWl7DXP8psnoq%G=t5R@*wc5ObHzq@bu$mxXw z@8>%50q__GgoYYCG<1&TH$N9)o4vZ`>ER=S(sqTVRNDCTKyyLne)AUW)diks{{UtA zL}X}W-w3GR{?b0_agyTFvlfV`_dB&nz{v6T8UfdPstU@-o?QY!gTG8UMV#$=P9V+3zTdMSS^3nnEQ`l|OTLPG*Mg z9+fHlK-t%D(prG#Knq>fJaDq(AnS0QRWTWj@z>9`h2=(GxMUJaLf86c+w`jXIr$>Y zpeb}v6eelYS8Ucm+hMtZ!Yl$ImVfe#cdGgg=lN?0(WGQc?(tb$q>HDLQ!|oeIKQMU z)SGT%9VK^kPfWy}W`N3P5W1Z{xKY7umFYe-vR^54@OPA;Sv?*EUL2Eo$j6e<(bP2- zs8R06{+!KJ4hd#)nU=`%J*FdiR>@3>pWOHUGp`ntr_YdN^d*unv2oSK{KaSerc?xt zP)Xhz1qQ7z!JKBCnXqW^QeXqnV}vSUouhgc%IHN80lwqUs6Z%pDoo)P;s2y#4^Ol_ z5e5YQZuQE^H0Bzqu!E8pl*|bjJh3A;^h5G9LN|0gFV~lZje{500V~x=DsYjN2Sa8q zV_!UuHXyY_9}pI=NUEBX`-5NxE=#NBf9k~Q&JU-XlbA$8=Xmt>AU#Q)p8c}kz)1c#HKc4oAz{r+ zM>tDF78;;F2`^4eM)3! zb||$k{Qy{j_W%$v)A&^LBxS;~hR>S)yP1J|^U}(S5jcSZN$v4f0uzK>^NO&3qOr$# z^lwE@!O}U{786j`lqp|yO4i_Uhf(vv$sF|Y9m7S0EGchYT|0coAjz>Pzkc&hXqbai z>189w_hC1!Z^!1G!2~}}8K2k`d7qc_nMNTPl(&-VWg2jXi&4B_&eiPI;!NKsESV8UlEjNZYwucUsD>J`(6K*Z$A zk3{RRFmOw*yAG-spPU;dV>AJ)))M@(HrFxr*zrR5U+4M+c_TR93Y2~dwchG*C@WpD zjVz4oe1MGlV?Jw$m@aGIuiWNNetz%qME~@qp)3Rnkpi~XgOf1ATMk{Ja3P|fHSdLM zt%Q*i`T*%>nmfIcsr46*pJi%qV91BkO;$U^eTHB(8l7+t)pFN`Fdy5*D}8>t<-*Zd7{_w|n9b7%EXd|*w-AAm1Hp`K)y63#ryqgbmehxwn)#5pKfzAC&Que3f}au-qKn=$zzHV4ZO-hl zPPSkCKYSRP@xL*TLi8KOczE+T*u)HAD*K!PuFVLuM=!6d3P0 z8nWOxgct(NG&tYzr(VZ>M+GmEiuJO2v7O$pC^jkpTpAEml|Ef`gql=0s!B)X-K2vYt>nV0wU&~*CO z;lF$YCNyaJJ}Kc|el%0)IVa*(#yPhG&DyrKc-elt+<2iF_{3Ce@nQ<9m+ydPcFjMF zz&#D-K7KcPj(m8inzD)Z{{Yx;V3kIAQ=H4CE?P2k5gFTao`^`%VCe*idF4G=bop`F zfxmQIN^iy`Y_58uWQ#H#+JHKmv5tAu+TZy@%~AU$si`>;0+1QvX^&>CpE}Za4kG!d zRniUK8-{QquQ-yX$m%zGa1TXHP1|4~B;<9Yv#@uFwF5J~8xe_?Kb_zDHX%KyR|5`G z8y!jlQ#;J59}rxRmE2O;^#X1b2oDqbIEvl_&B^MgYM2a*BWoXt!h(E!rC?4lu5 zOPV@|37K_Y-^BY4Kh-Y=Izec>=g`XH+B|i8z*(J3aN*kes^~Z$$;t_i_28(fPNPF$ z;<@P(W&POl_(}q z+2!qTf_XX&0xLhacWU*+hd!&he~YX~s2#Idxnj8W35R|A{66@FAO3B}`@_Efk8l!M z6z9IbDq$OiaMvj+u=!-d*O*z%M!h$h^mjv?G}qjKx#s=PLEnN&>Fp<)s`Ag> z;0A>(W<8o11_C&gB-sL5c|^Y8{}<8lVca{uBdy!O1}GOH`B4bktzl4}n(LA>XM6VS zq5d#MPjr7jHWUlkDBgX`k^;|&P}N@cFV!0IiQ!Pda|48^x3%*HSqgz6>7>u|?mgi- zFSr+}5`HqxktqhLR=h0zKfqMdoC{Vajw)+a9A~6x%{RHo6$g)|SRoW76+A2)Mlc=E zcGnh_C~PHah>$^v5x5A*J*`F|L2wCAjOQA)><^IxRt1u)I?wd~s~MCx>lNbb%pDX2 zQBP7bbo{60X=;efb2ZW~JWMgWvmaab94Y47tb}`Z1^<^Pz^#ursSD*1)5JVxq-8y> zHUMMN;}DualkFlJ1E`Dl5I_Wo{xXWAjh$FyJ0?67A4 z#y+a_E;L3g_$tTns?nrK7-}U_s~u2BWlq)QkU407MZs-%@6gSvEcs!b5q@jTi{&HS+^;r)1y9Y9s{+F4|&He6n{4IN>`3K|$2`yv?kLM$ty&lJFj8mJ@mlrYzC|C|BtLA6cU%afa1By@@x zTV`_DVtq=9Yj-cyOCgSoqjc&b%(~9|PNKyUYiy^#NT}+|(%Y93ogdy2P9~;GEab75 z?Z*c5a+6&krU59KFy~j4YYB8cubRPPp7^2WcPdpDykUX9MmC2|@VnMEWid*&Cn|9? zSvB?wrw7zT&Sx19U>&zPrI!=s_?sFfAkMEe|EJrpV2Jf>;*pQ&!U<>$#F1m=JYdp5 z0$~9kf|4+wO7SkENgW4F^2EEL(OCo5urV{q-pMFppxnYC+1^@jw7>N^DKG~3Y!|< zRC>b&k}|TQb#yPwsiCeq`S2QC=|xM#ox^31rj1HRkq9{bw?O~ok>PwEj)-LBk`kkf z;-RYTKM|?3Ij~btl@g~@O*6vEbccAI2(UA2mdD)KBl@Hk?$p+9_~6TS(a7MVZlhzll(UObpE>Blwo+**%p`;e;IRvm6f z&L1g6teI0kFO4mBEuI_{18b#dcDl&HZu}{eze?tCb9Sr@iHzId&$ui}Yh+w~R{DID zz-v#*6vVX8PzB{NPkm$1+VePUkLQ+?Evf!8#_ z3R-WNfJ~v}1#fPiDYoW|SU&pgrrdKZ_7)MSc#Hfx9*>yG*(Tz-g$BNmbMDtxpsfa< z$y0tkAxwD#+dxQO_%!93k5D?Ab5b?#>0?ozfP;~1`R&2%KpgD?@7@8f(ek}#t*Lpyc*j;0+(F{s z{W|$BR#Q@Hei8(4JW&&l&NksPYA7~j;+KPv!{NT*=2Jc2RVnzH>OC+sKGf7igFlPi zk=7!~KEH4bu;q=gx`{Pf37B7ablH})`}rK31hKHpEG1+Vm@pLGI`5upVn6#J;F+z}-uL`089$F3{fQTf4zi zB^wt@^Jf#?cC7%v&7lprwrjS&il~J9vbp6dvadxWfE>50wZUw(;rPhswQgMkZ!7e) zL7wvGBUL1ho8C`AEQ_I$g~&!`lP-QeML7BSRM0*0=kfp)P@Gj+l~ubDD5U0`9g8Dm z*Kqr0U;46FqN{B>N|!sIaT~%ZR>=Sd3EE+ zZ$8zds=Y72$FXFdGHhx?EEyg9_MUd8=wcwtFYgUy_p-h5e@vVzaYWq}jBL}3CH?#7 zn`3ZRHv>&`UrCo}FhQIk|Ib^nu2+P)0Fs?3<=wR$Mk9d4#Tu=rN*~#*F#Re%J!{R7 zxABY%CorS-;LBL-=6?HVOf(}t^moqwr81qBmmV;Z%;D8(6WWdw@zMkItMm?#Mgx!s zJV=dC^D56417&?~(=t&AYVj=v3hwWYK4rc}KU)(wJATUdm&P+uLj=;*+KF^J=e*lJ z<( z``#WjSbpZ(A#>@oHYCs$v(}7c=tAc9D-8ITlAB41?z&=iIHiycP# zrfY>)dng$+b3!Cnv2DL`L6n1;#B>@XSNM%Zoeu&1IY<$i;(C=1+1i6U@PUaQYJ2TK zZCc`BmxeG4Rd%6Mnxt!&td==ROukum;c<>0O_R!EUMg)9gNJ4retSp{)PUDm7Y&$L z5zH5ZNHf#Bahx}!-45xCmELypyNwL(m#_sGdn->w*s6IYGLRQC_+U0JlNqz?>RrHK z6Bgu#rp)rrt4gHOcHkR~a&|mjL9$}uzq3na2u1eFvHt_L+9x^{kg=UxS69^*dZuJ_ z*XUNZ94}iO@^rRgr!zu0lOcc#u_qJ(FHHID=BCrREgJ)#-t#tpaD~X#RwCnnF@*e= z4}iB$i@t}iO(e@zS>qQ9+StuK(JJ+|0Z&+yC)~z%{0~G)zl0QUUX$-yS^cyh6{zwj z7PM45bw)0eYrLN=G&&D&w(2n!gC=hf!?I=6k8!ZByQtib=8pI%i780Zl|jeW*?j`1 zx=z0do(3letnS9}S8Bq`zl_Se7N!(e>~kPftR`A~e|0EBi?5P|>T@&PDv;-jye6L+31)Ah!q}fn=-BUV|3VLYl zT@{<5&2dPWHt@3cDj8I+AO0r@_Y8P~_NhoYb(xe$i^7(F$c>y0dX zaFjnLTW~3erpP^q!qJimF$6OHD`BM{g}X z2#gU6#CcYe4(k6fB)YK-JJ{AP*kep4@S{LFvg2I)VPx?1{zA854@UU;&;6_h=4<%k zbSGyQ0xwE$;9Y4U6YyM;j&3Z}SQ|bLdMGeIi}m;u2kSC(oWgW9n*xaAaz}!U@=GDk zX+LPLU*8M83od2CACaP)06-~ZAb!qA*!T0(1@sAf=N%a;m(sLCBDJdiA)ED*fh8-) z5tJ|BbQ5eWoP=hI9zo43o`7_~%+A-!dpvG!AR5&h=lY6&n^hwB)oA*)+m2-H19VW3 z^DEYXj?!|{>A-heH)6*F3Jgw4%fI7^DqUtCUN*#EG=*CMAGOu3aJC=Y5(k34e;XZ8 z-pxx;ct^ny+qnjI!0cBv*;`A;8)4YIV-waaunJP50R7-p2~g0C|1^Y=myNAyvd*Lg z#=pW+SUbWpZZ#%88v-GI~nTw6`1!d1ah z9|&x~J0O;lZ+fUsQQT7Z>W4jZ!RaQF;`*le+pS-R2He=wgs@^FQSYK8gMPR%9ZkAH zxQxvtB%SVPqx%6`B5+Y%qZFq)#|&Md;+C|h2!l%*YTfK31=;6W!s|oZT{`eWny>8# z=UjZz^0X&@3&JtY5EJ7{+qOaj1Gt+;JR^Rk;g4m(CN0S(%da48+PZFPZtifsG5WX| zD6axB-^mx#;4=0Cd>V(JShuHRV+oF>S3{2UC5`Z!YWZ)?khN;H1vSQ2gNL~~=+O?cb zVI>$;>Cg~tF=5xYO99+IY}~9Pg*nT+#3Z5y`J6++o#qOK_r)j5|m1ek! z4Xj_3lUPFtihYsj+F05K%_c=PfK;gftAkNH+F6W|h?7ElI%Uo{I>JQK?q$Jue2FSy zNkUsn7jabyck^5Ta}eo@fj$i-Eg(WnM-OeoxgH}p8wwltUFM!V30ADcZiMz7RQy|1 zz-wXRX$#r93xT^1(0Mx6Ae$H$&r1;<$3m_6-U@+HdPVNK&>phxHt5{8N3dj^O%L_B zZhr+Q(%T$CX_E#-J+aZun#|tF?9#uvT~QTu#4?-u@wFN~(Fk_E49xq#8H!M{A**B1 z%ddFGMPx&0z1=Xz_C+hzny1qis9|_g;}*?C9vep-HU8V-qxgnzdzaY?h7uwxUo7 z^)#o;>X*F|!S<)1J?J|Bp$ToC?pkTcR}wh#1T=@~QC10;s&Dc@*u8#rt3@GyT=9{B z;z&2nKr1=Ko5+|Nv~7*^MsT#v^=z3)B8W0XUh(op>!~if7Zggm* zcp1*EEapL1{o4$O44OK|Ip5BW`$Wg9JGspf(D$=U*wdr((YwRkV@8HNsxCQQy%=$4 z$!6{EciW>8V1VE2G?=_UA$8Z%tgqSEy~#7eN};2Zj%-?I_Kca4MIt<7v^lcAsd+62 zyCosP6zqD||E$3CRSW*KP)k`A?X$lY!SKBCorq)+nYtX^12iBn+>5TPT=R?VFyGZT z{^jyL*=tXM2c;qcRm0-}#7@H!yQY~HqbhE?&GKUyL=Rll(K||AF~(6_{{b^>&rR3% z5Fr$vM+wOO@)Y!)zn_MG_?>|>$S}GYTLsInwa7|)s(U=l51ok#ARDj}{7 zblK8YiupEs8@;<>s&j!k;OuAXyWh9v)X#%Mfm$eO^pPbH_@nr1$|fZgNASB!^}Ny8E4ijMH|vlmFc^?S-NN5B z0!W3-Gi-44^yRR})O5HXzcyqK#tx4Nl}Q{SsmI;pHQze9GK?0w>BaV&BDxjA&k#Kq zFp&cb)ms?$pF7WI4UM*-ytI%=54az|XPj^(igy=uUB@f!o!Ep+z;WuL*|6(p79bmA zB#;rph?;_K#24?DVL7@tDP!i2ftxmnB!drcN_s2kLhOPzWVd(cgHo0nHgMHap%7^_ zEQHQq{lpB0K%m`PePS|LA7Kw3*tDi$L)UgdHIcNzxS95!&;myW>PkBKzQ*u&wE3cb ziAu!B_n3r!8g+~miOt2yDDyI?N(1JN`)>`ngGqTWI*-D}2b+dEmjLW>>NOH#=0J}8e&_+i80u+IT)BgG95U951V+}?Cl8X+JFiH; zP~c*0Y>C-8(eo?f8e$u^jWe6fPGI-P-m@qz3_|K4C%Ox3DOIL}Dr0&UQc=$Tz1`I; zat!?mcHWuacBv>o1bBrlS%j(RCDaW%|JK6}O*Mr|p6cFaL+wnAEV_Do0dm+4IS&Oh zHwr~khwKN&XP290f6-9@P2t(V2@OZH(qAKLcNwU*Mf;qnp?3)wSSGTExOc zaYfG7y-}D=pZ31I8T^!BWahndb${Z(QcCYPX)NkLPI&*YPZ(yW=r#sm(yDiUk47?x zTYWHm(V=u~mmQ%+5Aq^3;v$i6iEh~sIu5KK_tHY`Pu2Yx@f?c7YCyo%?Py}(e6pD( zIY!I%O*OzwdxI9}neZyXL#;b}?^4F<&*(r6O;CXE{q`;zT3U16=PlsuHrG>*E1kan z9cQ#S4R81`2UJ2z+>JuMHPw)+=*c1k@hud6-t);} z&p#A$n6w+`R%+@DZwwSaD+fM90TmaA=crNyHq{KWsyG3lSCu6LGmi)@F9w}CTy%AT zo=f;Vco+*GPg;y9Ea}YQ_Tfc64Dy`CoSN|4lMQg;u{dzRg*cX3wD6z4$8tWvs~RPR zO6e_eHdUWMgg2JdzqjR($#V)O|JIZ5-^ZC}mGL$Ol5>Ai2B0~qFGJb5lig@Ee#-F@(itICGL-Y-qLti>x`UVR3( z`PI3ZX}bzSI)PDIOVvEg6Snj0U9tCw`tGRp(9Y1Y{CfPWNt19)`H#FcL|N$jNfuch zBZ5wdp+A&?u5+diyC-pzicR?*D69hpBhr?7#aF*hiB4cOodrhOf;$sV%Ganw0?|Lt z_F_UJ9wioKwQ+NNE?bGY0;>Lg1mQ}h-qPG`SLSU8imR_EYtlr|<9{J~WdJFEe0=gs zyMW-ou`Q!EdM)4|_oivOSZaC2PMH^i8%f%dKESnd2dT;R~_VI9~+FoJ78D;A;66~;y)eA;hK6y3x1$YG(`CKIc zASLZ>aIy9TxHgEe%PRkdO*g+lE-}{tl*t`Kfb%|YLy#Zum;RbsO@}Htp>~&nc&KWl z-O$>-B__!anlZ%#Dpmt#pQ(P{oy7G&8^dfB7v+6Q_@4 zSYLyCEr(G7#{*>)|o~d&!+!wFn*ab6|fnu zjRcNMc9P;P4PvhvGy!AomW)wBHV42dys-yCUC3>?7je5Zy~*pan?A-JjwM&{m{}EM zZS+;4zrP6`czO{WiBIqr`CE+hch%{PAMq%)FZ}>mf%gEPHD`@ZFSTyF&LZvVncr1N`qQ9ThH|0S4-ACOyyyN76U#}P~|<>?%| z?r=u=ii*U#oQk2+q15!?@q{JG1r358CISCTb1_PPxQP_7;M)1I+vc~*;sQfAz;^U# zpJ3Lz6F5J=%4#IUSR(F%3rT|R8aVJYpmY0zJ{8CCkfEa@ygxny6e^LAC+6KPi|%_u zCObU^Ikjtb?iMK@J}aTeJ1_p)=#p&S)Knl*lz@67T?;RksOoa2=O|{9b~FF%r;xXz zq%3V4+aP=NkTR&Vb&}LIrV(fDmrzLXT*IH_yZ))2^UU)AN=sn| zZBybdOPWlqD3@L;3)MdImj0?1ktD<|^1k$vFKFAp9EVp~=&)=kG%iSHq>iW&8~iQH zJrCCudR&8XZ@Dhr`Sy{@(zSdls_N27@%kKF*(s}Af1x8(iCtfA* zDxz?A-4F3l@~Z4aa!eQ;y&kd5vvGa%=5=mlIP8L-EAZp0Y%mL_ncgc7dp@llqGg;8vA#2-pK{R`l9{o}=IqQUk4GjarWl0kjXamMC0HKuO4;ikz{@Xs-SuCh<5Ff zh>JT#tP!d4uxq%3oMLpG*KJl*OY8x47zX8zNdOZ-?7u*xXKuzj?eZG7GUNG{KWhxk z0cA1YWBPNVLPH9`GJ8Sf8-DEBpOW5`iq`1H<&!vqHqnUZTVH@s6Z~lbCtP!QKwV#R zXYx#@m?K^X>$hsrip#fV4stxvia|V$feywgdeBK~!s^MM*m`kaJ{wl(h7&_Z(h?x0 zdnhg44F+NIlj8BvkU>Iovu_IWhP}0Z3%HLTtwd$Ji{Yp?@z3wdPXmJ=i@c1^x&Lby zr#y;92)qj4>CQ$Z_J*^kiOA_pD{4?_D^`?tqxI_s>}-teZd6ZG=}0@U-v+&q2kI38 zYo@hz4!#c~lgN;SKRs5W?(gIHj-vss^k*G$`0ojUoS@yP=3RGTN?HLIe5!dQb7@3=PhI0z?s8Hi0KB3kqghZakY5WD9W|#1Q$-8) zm$1$mgp$S;1-nc0v!3zaJa{~aNfR)spQn=(+Y#wG;RG0c1PC+Sm4WkL&);C%gt;3K zl*c*F#j_t@$r5DO(){}jCE79%cETs^Dcv)aRAmwM)7Kwqs`3O=Ppq0`ujqbcS7{Dp zvz`~CFQL%5r9gkoU1;Zp5OTvFlt1@i!?8>gTa89BO20P+OFtq}@OaRSHad0-uaXB2 z9HdspeqmO}b8^n}-LLak`0zM0NqiSgJmQirOJu&4ygV--yp{5BJE{HU?Igix31Hx z8`BihL01(2{F65Js|u_TXnF{x6}O+Pvu=NRVW7ypx}m2v4IQRHUgz=qNS{yyZtoSL zUi_{P|5w1Td1CRtU5`2?lf?G|jst>;Fw_IQ+)4nqGZ!)Vh$dS0_|?o#O<8$Et`OQ# zU)bdd5eb=hOaT`4HQNlg0{JqSEdJZFHbC7Drnw3&0aBefYs=P2Q>K+4b_&eYPxPr! z$3s2iLFMje*}nn{+wQ{vKS030SU;b*cnnuxcPfwAu7d4RQ*gKlA#LR)@k7r_+wU0G zK9`;S7%gU6*y8UY7c4ULs^=?wDk{~NmCq8*vez}qYf3`xN$%nfrr#VMIro>{S9Ffx*s~&8=Qs{8%|GfCAu4eXtR;h2)^PEm@HX&YkNw$T0GBFTU)n03I>9eTBL>x@D(Q;8w z<*CB%Zq5D*Md%`|4Fs@8LjnJ&LdfD3kG{JHsbH_qc z-IzViP+2Tw)nC5Q3-1Ux7$nlqF*;dBl+hy5;q^{pTREh7J~?V}`OzFcl*4at?U;aY z=46iqrnMXr=3}=bqls%h27tp%uNw(N)Ym36y?COO5)IR@+cz0PnU`09{%f2_Red=v z#H~NbWU+S>ULQaig^y31=#{VMT(hmS#eD8n!(A*10%%RXBGc)Be@r(hy!anHr4O@c zGe+0iO$GG^%`ABlL-hYRRz}Ym*3iiCJ(b!6Tn)DU_|7O^=G%(G0UrMF@rVUP1rUXf z`t1JQ-W6H3APoe$7J=OmmmJyetFr&U34H+m;{6|GS&eo;G z!bTIK-g?109f=XhoP5aZ6h2XSy$>#55WCDBbOBIh?cVn|Uz+jtT6m*)xxdW2zz>jwkJJj~n z)c88fpE+bY7A9d<*XRQeDV@j=Zqv(6w!2b%>n_0CglZKnY^vMA09r$0W<*&>q--;O zboa|o*-rF#^eXF|s-60MufyNLfj?u15y zyTq2lIcWIUQRxA=V4D8#0`Go@-9WbjMTz!U!=e1GZ@Yg0mQq=>bvt2^U5iLVp)Qpa`Pr{hITRaEfkI- zD<_N_MKP|qH@&9dBft2VjGe5gJ7lf0gPEp;1}=JY~}rnE)Keo)Ts#o_HJB5c6I$%NXyxP_)L_QHy+N-BoN z=BXzecSMu?qVz6(?cQ}_ zKa9JG^!Gj~po1^=ya|T4OIMNs@^u76v+@%REDJAt+tZ8Q!THTwI{ zQAH2G;xO)@Qd^(3qd<09zHK(cgXeh`u{v#(|e4O;|3WGC&U`IXmg zl71H>#&BUW75tySP=ywh6aH4#={^m`$S}Z39hFH$*Wv=Y3_Wp z{A?Dp6Q{jqip;(*wP&vVFt1K3Tq^-3CvOTr8B{VzJq9W&YLWMx%^mmS+gRn((p?wF z<)5ii$QaIO+o-o=ytCy%Lf*FwKdu!$yZeB?t3lC$QNL|seS8}C<|x7QKWtzS*!-Zx zaWHumOgMfw(NF9p@Ny27)l~+81G{wIIYcz_l4H@*bC^rM5;70@Z=@cLp2_(nBIlAuC#lZgEY)}F*oS(g>P z9ZwE@?C2m?Dw7RJihCy|wmHl1shlULe7Zt>O~QQnI68`@8`KjUnmq{ZJv!1Ud$u$ybYQqHSuvCGTBFzBD{MyyTM3A}(I&WF0-_#Dp7Mpi9O z+6V5|eRdfGWC1Yz)iq*5gM=`9Mn`B0Pz!sZe<$tHb;RT)?N}_{a?M$JcF696Vp?tg z`0Q%OB&m*y(k2N#F8X%FK-ciAI*mljdL4k@iELJLC*N>i>X@>S{h;_~&*BAzd>5k; zF9%|_!|&VHoZ8CDXzyv6b+AU6j`*g`l^>nivMUEhm({Ze+P8sdr;ws%xjzTe+tWNp z(mjKnLm69&3h7Qz>rcF?yiO63ronS5Pk!%q9p855jOmtx%3}dKZ#Wu}g2-E(NYy$#&}W_{mFP4op*cj~8q;NdI1hJ$Ug3IU z0^nE#gaPaGR}ecwOejt+vQzeCHqqMuYe$?J=0p6F^9=qP5}zaLo_N7ZCM@cYocMZk zE=KX;mVF*)+rrI*skCJeU8=T0Lz(FPP{W^?)WiM6FpZXQs?P(ibxkta3K%lBSnAWQ z_9!>Rn_x?3vk59c9mg`2RazyLi9^I1q0z3UmT@uLSiKDV)Vhjru&Yz5Rro4Ld6Vm# zfZH}CNa1M_M2%bwhex71-zLBOwuP08slz5{WMR#FoiHFzW1RHBrR{H+f)q=olbw*J z5y#>^w4_{ifMjINVH#~QKbK;a8ZbfvMSrAYcn#;0l^pl;wdtK#SvXX2C@Zyv{@2)b zC56R$a#>sGuyIQ5LQMzF{ATq_|EtiGq5o{1I6+LnC~7uPSIduh#5(-c6(5nDA|P^wa353Cg3F{ln}K zDp;3n_^7p7tTU1_K3E|DoGOMc_zY}p8+Tov99VAr-0mw^0D&EzHjHo3g zA>8KmfLOtYBI`Co>O*qzDh>Z2Ol3*)Wh>%|uR;op?W!CbR*c3HPd|^~y^E95H78(y zXJYFH?b#;;mg7ip;th^&fjh_>RzC#|V|lVpguhC-pRL@wkG`tQ#S(iooU%q;?X_Tw5$MP~n%!oMST2 zODq*>OAq}#rME9S)msnTx6k4{EB-4%!!J>I#IEvlOh11tUPk@5Gk>&CD=5z(F zk0>(oa-WSezcMsMVv$oRxxm!t5(Uko(WdbXJ74Lm=Cbu57qc{jy3spJ1E_H0yH1)^ zO7YC)k+7_>%xktOTvfz|(%TQ5!!T~B?!M$%L})?OTb(Gj=K$sL-IDZF2@^zeGv&FQ zRlawHLXkH+`sV2E#GKn1rU)7<+*TNRX3 zKaepNjV&=Zs;nVF;W8k-%qP7WfdgP<$LXKufd2WjIJE3x7ke5q1l4zl@{?M`udH5d zzu|`fpsOLG&QPp{ja>>{k~;;7tRUuc49TYvvgYTaI-}3A4v;zc2mX}={OHUi`wiM( zRXL`%FMCUvuohyc@+OQZM>I_GY)tiCEV1Uj%GG?`1>t3kPy~ksBhJBbZFwi`+#r%a ze?*poMU%6#nBqmtGJt8>(<_6A;w^DN%>Iz6%ni9`l#c{aSn_8*8VeiveS?gjWW z*wp3{NnKkQF`9=bnKBaIN>uZAM_f7=TdQ(8?Z#jMY~$5M0jZFz26L_Ri4huu9vDZj z<0j5#7IR!SHOD8Mi@sM>FYgy3lhSF7G8v!( z6%zz{@%%3M?3)1M{{UnfvH!KZ9nj`a-pM-UDkS%B?^JZBif)RaTPg+2@9JuLF_T zL-#;N2xcabuj?l}H;=Xo#6~mT#9Rr%g(JyXOzzRFZVQU{gK3(lcU<<(DxAL-+zt@) zk$f!&GSzF5D;H_nSSJah(~5gsB_5dHJXjKSqLC2uNQEY}m_szUr@yJjBX3-M873;$ zS(xBn`%T=65&NCULfA@Xtyx#R@_02(`yKEZ1~1#2KBT(VKsY-4yp2Hc)=p_V4Jo1kb8P$xA2`kbL8*K9jeA=OtXomXPnSQx44fMBx&3k3aENuqBkmro8S*LX*!@1P8o>FGk(cY#yuG8a0RBfaqJL7g z@EK&zwEl+vJN0~(4Z&in9aWT!TsV6~L2p56?EH0l%GR%klQ@m){psASSJIIY0pY5eBX%H9e^*`^s~JHa zS0{RdH#~UqMaO?{Y)4}=7y?iw+uQ?hd5&>SZ$((HnZk#AsAa$2>36ew`fjWeOh%;Q zi!*Fd8mvZ#5AniMp;3>4-bdX~NT{qpKdJDC6-sdI?^) z2*v+g$gBb>Ai%FBoDgYWsCG!QaiXUudlv-2ACJNm=D?}RC9v2AOb@bWNe8(M^`v}{ z1-CI3TIv+w*-!f&6B``=MVYH?oqJ&wy(to9fhDjOsOfo6Y+MP? ztqFbn^1IZTpx>MQ8T(0_CgC1LSu!U>`cIw{*h_z_WD7Df_S|%PL)Mqjn?9l-t{5mtu7ld4bmVNUNj<@#}E7#RAC?CjDSy5M+K2Bu?LFE*A*d^xbIs$*=) ziU7_uD#0DZes`Gj8ImaYNhQ}4eyaQ&3O91l@Si=QN74F*Wj^W2E+ePZ@+M+kR1K)# z0v7Wm*GG} z(WfSo;>KhPUUwI{`VS@XRP52~FQ1h-JA$XLA0MA-3%njvAWFu5O;qR~gHFln?ayFT zJ4NKF{fB~cQcsd*wQY};Y|9Y2*CXqPBLjl6!puDLp}Iy4)>LbW{t(_J<)+c^3BINf z;DquMLg?**Jc`6AyYmS-kGL2tpe>N--D|q#0xSvgSbtX$xng6AQ5w=wMC%|-q7}`t zawZM5@H0pU1eGl5CT`q)4Ku<*WDmi`56-N$p3QV_CrR!*cX&_LPKEp(9%qqF7GiAO zZO}0^9+XVws3Zz6rqu22rDiM!M>sIXCp~CZ*G^S@)+Zxo98^S$wf%iViRk%?XU<2b zeR@g%iOW9^fZlPE9)!IohW#EfsU?08Es*DwvhN3@D3a!Uo-RJ#Bf$9VVsp$bnoK5X8rrfU5+(-te zXVoApa7OVw#p@PTy8p}9(kEL4VT2{(?Tz`Nd*20Z5{dc+2(UkBX-Y9ih_E~~w32?5 z!;IcpO7th<04TLD{Qy{j_W)P*XK3*q}zAFV&(*2;1pU7sp2%vfsE`iAzAz4CFl(=Reiq3uv|{uU6|yb4RYY z44zh9@4Bud;K~D9TmT%Z$JI)UobZQR(hrDF7KbY&G$MlN3nT{h-*b8xli(SqE!#=; z|B=3&AZ;-jyy|{l-Wdj47#JQyY!|P1H-eK~UxWKuMZon9F(WK$n=iu&}>n%67>gVtmh>nc#0o4LaDSbWQ@~fWIbC#v@H^i`^ zDi*E*0Oni?nvcTdx8-Ol_Rqfv^MG|Gr$aS_Q-W0&;i@ZV<}mw+cDFc03mxc%RBVIv znFmcqVvc1`ZN?C0M6;VLH5OR)LNV1sPwD5TWRG_Op~Khf7|4T+ znhJGf$Nz`kBS47&nUYHPxkGy=V6dWplU3T!A8Wn_Hd*N$1PO9dXgn4_ochzlw{xfR zRiZTxDUkd}B-O#V&!`a6R7TrT5a&j^-^Qi453*%n{gYtl9Kf(I?|q>B7sSCQydLjw ze`zDWdwIVw8jvvHxe5{GN*V?5`6k#Yp>Is6v}8sjdz3;Kl0Vup+$_;$gF8o<;5fvK z9nT&9qEsuOcroKt94fOAn@bT4o=NWLUQLiKW*~&W-|2Pi`=3#vJVJ|Cst!7-%I|<{ z>*xdx$UQCJnREi_6W2pDvM2-+Q4DQ*anSEe|G=KpthBAa8mq`fyX%rRJ6 z`}Qh@I3;CYYcuxSCP%VWFVezP9o7PCTF()M_^h*BaIqs5tt-;#FnL2N{U>x$ISrUx zw?7bqYw(@~`T;%-wN#TA%lv@l+9-?Q#`6_sg;J~z<_0KoVR#1WlaYd9QW4QeaV||p zUw50HrbW2z8x{-@dk(W0J;TEPV8n?}SI{kIgFy`N$S3~&Gvk_z*=T1U&hi55r4&>? zr$Lv4K2oInU&{CkNf~x<1=a9}`!DQEV%IC*SyxVVRnT<--4xMYDeqap(lop3u!*?0 zJtL!JUAo}kvVQcX)|VMEAwUATifQMjA$TEy*3m=VkI$*;urXKiZmgih+u2g0^k5ap zJRg^qVi{vv?vWkChgpw)CaS~M5Fm`OXbSiFtlzw8Ui+LHb;LR>Jj0F2`|4{rj3I>c z|4UDrEeo)v3^RBu!S79C8UWThqKXJT*Mxw+HEj#d!J0vUI4J@!&?bL~OF zkDGuqJrPM&X-5Ob0SkR{~uo0H~bk-uhUiogxlLBhY{-nr(n&pVq(!d>7 z4=|h5sXSlSEwg14h-cLET-CEhL=X{6*RTcqPAs$jUBewcMPX(hqXeRHhYaAnTkbyB zZu@fvrmrE2a(qJL{<{d&y*Dg!qc~0-{DOI!auI1VQfIhs8dosHF`Y3I(KK(C&7Clf zE}UHV_Pj#04stRgTG$ELa1RV+QPb=;UzV&D5iHaZ4&X~R)q6jYj}R)MJEM2hzHCWDzK9|#8Jyi*%x{&_HV|J)4WimnWE(2uI$afOD z0Hr9iW{i0%XV*qqrwP|1M?XCrDbf@hvDa{vWz`XV>#>mM_b@zj_l6{h+rYr;$v|b^ zC2Ac`nf5r^hm(#6YBaZBHKs=EPKK2fb9vxHk89$V%p(S1wV z+L(_nniFI2UpOmy9Exp(PSj%co=7=L&Yu-aZ*g7k`fKp>nU8ZkAKamoG=S@`^ajQy zWU|~Ei?x7gonfXJKok#rG?>tsbnWQ$^Mx}#Yroi%{rv8`8th1lT*rdxv+ho`URFXo zpqM}m^|ly{_l@)bc_~mF%3FqC9a2{EJbo{pH+{u&QjW=#s-Xq67FRm;eiIn4hH>q>a)`m=PDTn*W~j0l;e~Yis0Rpt5@sqi|uaB zrJ+My`=_h$e8n_9Pfb*$FS53$(Q^;|@?CwSt=>2FA&p2fvMjO+>p;R^5)l$ZtVQ09 zHa~A=9j4U3Xdga-Ql7(2NXRPcV8(HxcprC6wSG0Ffw0$F(o^nUi zKGR}U65x{hgY^C9MN9=RY-WSx(!^4n%iT<2v#@tXxs#WdydwMR%*%g$W@Fnnp^C{CM_cpdVeF9h?_Zb(`55Vqb;Oey z4ypj`Tar`NQ)cvQePLgZKV=d-n$QgsdsAE=rI5SZzp68_`v>%* za_f=ObitSCY0u!^o*Wu$Rum;wWp~9iTxKBS_r%JL<9Ntwbb}d)o;3jOF)HOs<8naS z8BO>uf5&>ak7?7gy@%liBNzOg!&yr)iP}Uii$gQ)mf+ zL#Y`+t7xLngk^8qzkO&9>FO^zIfYQ|4xQ?=;o$LVOromc;AaFc6$+|Y`9SMyWpi6^ z4v83ve{Z^X#(Q`5l^d1-C$_tlDOwROOHz9FZNQIkw_%p&vvg9bWzxV+@{%j$jSW*<$wy#2Q=3;dY!ivQW_3=lo*># z_ea1xGh?Y$i(9Rz_sK$~?P_>g6Yg55`b!A(7c#w4W1FtWk7xz#X zz5k4lw{i%aHJm{EOz$Z^vW@5&!&`S><@A+ogUhb8NNG(J%RLxX+!#<2n|I9<2m(!1 z5!mMs+!vuyxx|MenMX3^Ly1!!1k##~cHc*8f-hv`H#eP{BomlPRi#NLqM{wmFkj!c z$8j=G;@UD}bp;1x|6Fg5FE&YTR`dy^z$F&OI%S&X*Q1ji-LowV){p7aRMA?D-v@li z2}AmcwPCH=7{)e&I{Hx#4?D!om8ypwXQa{_=n!^3s~h(zFMVSA4rrD-vTsV$Q#^nJ z=7lW(<;;k?i3-7kD;K|AhB|+)h;9;hib-j=JzpqFl7H5d34_ z;0<&-6*vKMWy)eUDYflR)n(V9l-IakCsO{!tL!^zZw9j1BoyXry7Bt17y`BzLgXID z&^4Dy6ddxE(;=XqwD5Uoo5T8|&mm|jUvY*5J`&18Pu{JUE97DcP^J^oET(Z(6P-b| zLKQQ^i)Xzua9V1z;ZQ%F&gEdXf8@8#1g9Y*(|LP zkCG0;P35Mu`*N7rAl;JIhIfo_XdeMy&JJ?H@cY+}CYqa!rGeIvv@JgQqVU8|>7Gg3 zbD1Qs8_LQgpgt;O^P59$t)|iT;0AHIe?nzyt@2K}#t&XHEwA-*m!<`64hAyTYFFSh2nqvPBxN zRT}5L$8DxHsX2T82$gwo$y_dGOJo5vCVe84gt^QAmdTP2;05UymRBX&<0uJ#tQ)oS zt`j3eW*G`*Om}3&W3cF{jXLmjRgF2tzWYm0Pi|03EzZHsheAf#lo}lI?%Qqhl|R zvvQTa1<)*Prs>tO85#?y3m)E& z;bo)9onLhQtHE@(+va&wJ&BHn+*gT;I=a*u`(GBIlX-*D(c&%HQVbHxV?wL@KP4La z8rc`4eq7W!<(4%2g+2$ucfW!2l8Y~%XM;yq6mKIS4>EuTnBex5FkvS+HKfC8GBj;^ zUCLf0)AO1Z(vqf~&v0^^?Sof^kQK%tbs@}WvS@Gr1{77Js^vh)%w&^Fx&~ z6C@W}VWc@brIrXR0{j`(d?hc+YjDpGQ1LC)#>35}L7m`wxX=xLme`a43e$qN9s5s) zozWFNW#hGy;c%O*CR*T@?cp9Q^HMV4Pe2HZB1~wFhDSvs0vm?$wLp(L(Y^Dt1~FZ$ zzR!xG1?NpaVI?^+oo%t%w(o}l`{5tG~n^JB+`E!fll3nN@E%XMIcqI9 zns79H)$#s{DKMEBwmsQ<7`^f}W2V7M;<8ZBeNS~~q)?y(5gv2+jm%25o*O0HF7~S<`qhDqIez45im|^H>xMHiRl>EPLK&G?u%aKf6=>+$(+7g{1o9fijv*YjsM{> z0@HX!UtF5Cn2#b0DtLT^gr|GrW|d-f0+EG4pR(mfZoy}bFc2qW`eZ%vZJNm$C&+pZ z>VXrtzK?WcspCaNea3Xv;aBS%+eoXb)5zCH>}&gKU!ML~{lC)O){`~B6`K6_&V?=W zFKJX#)rnhhC#IWP>D3hUQ#Xug{`=7_c3%T9F>dE}LAAq&?bHYQy&lq+-v4q3Iz5ua>Ef?Xg@?;$g(uHr5%NTJ?r zx||Ebi~pJn?~6E2xqh6)pk#e(t0VK~2vK?6K^S_S2uqq2Iz7QONA8vOA0f?V>*z4J zXwNpO% zA8+xhNFp!2)a`(!lE0T5G?qR8n+5I!WDXoo>OikZ$iL1;X;eLGlL9M(%dbciYMx&B za4@C7AZu-8y1Dxc3w&g;n?pV`>({6cpqbpjpo0KeHO2I*IiJ6W1Q<^se5`)F)!1Wnp5I^N7k!Dd4->&CY+ z`1CqgxL%SorO0XCv;BMLchy*sn$iNjJK?%yt<(QvF-CgGhh?^B!42q&haPul>v1|o zgAGl0E%I0AoML$Y59vZSJvHeDvEAs4mUS)}P;&%7-c$>dE?>D!MOyz2Fc&yxI#*>0 z{Ec+gj+)P$+I@*7sjM5rx^?;f1nL3#fOr8a2nq)pzy79ZlEIEaJ5A#ZUH&%t*wx7u zooqqIZvJYHN2uQ(m>S^RIG~weFGW{j4rHY~S3>_$&IG;79*kmPj?<;KL)g1|3wN>l zkOmY*^G3`8tx=M&bHkVF!#N?~>6J_SYk|XA5dI@=SG38AlDyjN|45S=AclxzUZMT#VvG3+*Sd{;mRB+WNtO%MV3r@T0x`rO zupzt6)N`XTzLZuXJqIC-*K}S03s?V z#MI7YeNMJqcuNAzt%~i-6R6x~hz%tWq@p8NT&&5g`n5uC0aP#)kS+FdurVn{z+g6o zkX-4YZWuDFy7vw6qylhJ+YL~utowSqpn6T*AT-O#Gh?4Y$`lz7Ra^sa`eP|v0}idS z13Xp*csZNua`=}}6+TnS_HuIR>~k4H{!6~I?f0n~UzXU8szv}ZW5ps$QSQC_C6)WE zG)2WetK!{TewT81V2JaY3=y2JH&5SUUe%5nC5hkA3hhW`oErbG)FaE<70QCK%n3}F zPidINq1$U7B2|s_Ykb+s|4*j*;RXt}dkNJ$bHMBQK^x|Sh{K@>EFjBu66AE`zF0{P zm63C0>_`g%5!kU$?Hp9g_y_>PbUj@zV!eSenMG*zh$A5jZ)6%46ZU3cR^6Is`+EM} z_MH|g79An(FNg6n$2u%=t@pK2OSagQUj1gcMcFgRlN4*P%R$!z1sKYQ4wk&fB zDb4Kn^?NP_Yu9f%#Yt>B?d3-!M9&@0QEx0EQ}5&}$!z}E&gZ48H;iG+45Ai-u-z~5 zBUvRAqAF;UaHwTnLTWk!yhY1n zeP|EW^}N=Q!upAcb1I8mE$+d+>}3eDmiBl>yopC+_i2p6mYf1MN0>`D=^?PmLke?6 zmTvE^+s(T-m5i`GwK;A$`xStqs*A?hiUwjS0$nswJd?IsVY=?j6(N9+P zBjT}u8s@O#kwV`?Sd?s`WFaQR1)NB;Yuy7uXuLM%ow#sVz^bupGto1==j08E_i3Wk z*2IYy0f*$u6cEwmr=XEh+@2<#+dDqMFpvCeSAvw>9ixL-8kIL1UJw^YIc*6)4dbK2P9t z9Qw%uDMt}BI8z>f19Nz6S8B3^L`kmKYs^$);?{W-?-Vu>%cf^h8;(rqpoP;5N-L&k z23QGWY~~C~9o)6hFGWuU>qO^3Fkg7{EF3BFC)wS^xO+c4z`#*z5N;+888mAZJ=t0X zjLA)Gsc^Sk219rKFFHLanX`L>RO>fb5qPfVjd;T!q_UN=^6a}S^qE=yu0xO%OP6*< z;?@kGq=5o~!h0k-J`3f}1w)#4YP)E0ub}t@@rLs!g9^75_%*{nD;d7aa-A(zbnkiY zg$dQ7H(exTQ4sYjq{s7XzL)|OPu`J1yQ*+m);6;AM?cgIca(o4-r-L7T(I(da(u*w zYNarEkVB~EARm*w2;J{aA*t|z6nLD1b#Or}A;nxdpEiK{H0M8keEWjKnX~0B9`m8D z2~S|}r!JG9ioJoH6O%J$m+9_p3vL6?)*2K%EZF>nDwymBUd=4m?=8xs4sf5jxbFg$ z6}xNpu5U1pr0Vk8v@M*|CCnlOFKNQHzc>X^z2o(hTMeAGulx@v$$}|Hc~91fj~&?* zU#&>jP+*BR1-T)It}}FL;BCU&mTms`H1oTY zZXmts)2?((8t*qE+VaWv|DGAut==`TW_aj3^qjF$s4%TSI!l=GSRHN81C?;`0*$a> z-=c8+T)I4~PCS*aCGPTyED)7-@}Ec$Q2pt8F#A*83<|>BW)6Y!nc7GVzD*h-oSdsW zUNC9b49*6wwv{nf!37qFawI)g0fnYJdNV*}CnQ_R*c87ARB$~J>Ani;@ss@0ni6ICAt%$>1P~Twc)Ly4yM_`{IVlO6|LkwD)Ng1Lj z+Gqil?G$opAee#}_{T*#p(L~LOS!^Jr5Hx;{@HPsBj^r%04XiXSvKYv&Id!M_gdyJ zGNx&8OztRV7o(u?7vnj-A|=5H5ose__;`}52AnjWHDY$XVh_TCv+>Cz$(zzE+#BDx z{$A0MPW6Ww-veUg>dmgP*2zz^ueWpT2GCJiv=3Bq$&P8RZDf9AEL$tfwA=YGY%!J@^ zs(A!$?r0&jtU*{NfYXihZE0Y1?#)UdC9seB8c-SEqF7ott_(TVJi_96A`YvA^Z2l_ zGPDQV5P~cAiL;v1=~;~q8^mf%gCtmXO z8akH+46hEO6FW^}Ex-4d-bt%N78MP!aw`Vs$6_1YA~ZSyk7hr~n*0(hVqfn|y!nlw z-5e@6e)=uu_OMJ|8V##TFlgQwjUZE*dO{KeY{+QTtHFDTT?lR zeU!;^!hAr#R$I{sx%9qlvk`ENHJuNJ_uY#@-eiB-`9@gWNVHaiX&0UOyIL5DeVZ?u zosRbkD;`?4`kUS;Mv_$CCn16TgFgn9smGxW+eB2Q=O+szA87BSu??V2-+9dO?!}up z7Rbl;{f5el!%ENEaDI!;BG{IcMw8$GN;~OyNqvdHR@WDg@pigk@pih+5?1U3EB=t5V*6I2ar#>)*{7H9Z0R$pdYSvYo=irYP2d92A%F zKpS#42-u|kIG-~0<2l%Y%q=?T#rZru8~7WuUO{C~QuP|=+q`VqaZ?B(q=yu7-_2PQ zGmyZw+#y@s!;^$nCJmc`kV^#~vMLMz7pJ<13R!QqxZx0 zmG}8>`zaGnM7BpwDSG0==&%4OKtzfA>N>GaEBO5R2$KT$fN;AXYoly3_J3JA_#}U) z4+~ZA(FoO5)EoccoS{jX3Tuny+O7mxYs%lWnG7)V7lB(EM=suqt}!4tki8mUo?-H|pRV<=0!$)Di$g&0GSd1+?a{@4wPAY^~&| z5Q>3NREwSMUSKbo_3|HK+)%WfD7FCj?8rB6b5z?DzW!SgPt}TQ#lCJhO!6_lw&oTTp@+=No5L??#*&q}z+>@ugEF`HlEs`l?`ME`nDs+Q?W3tj{ zC)LZ}!=+zoxb{E?jW8x4&Wp6VFmgBe1r+tV#$nxc(Fuh8H{-iWk{I(n zK5)D(k|?TUcn_#)y{E3`y$T+}2x?lhp5$EGy*P-B8FO8*QA7gEQo$X5TIB49kD<3K z1f&HMU7+9D0R2~C%=ZHWqKOlr9h?CDYm;l9lW4hG6XB1$ofE+)sPth;~z>&j%I z0TWl{-DGEuGX$pYllUDp`<;(pZ*mU?rCscc>N}509HKB7UD{6Hmd!dQL_Ki-0;NS^ zU0IvJtM! ze0AAwIKKB3Uz@sVAs9*18Srkmnvqwd?3Qsmc&@JnRd4el}xPS{Ml zI9wC#i<76`v9BSxCN-d&W4SGAVGOOR9w z!4Uta1$8BBf^qg-KSTCuF zT@`II2gyv?1hkREB@VVFt!q_Jak7(6@6c9>Yx@k7DoPkNVg35y<4{D2X+vj)vfWpS zyH_ylCX%?$TbYCp!(-6o_wwW#RupvysmEa(sN8X7Y`E8wYNutd_?W4wS)vORP1*Io z&%P~M_-RUnbvVJEm%q2NAUk+%Q+ zIH2_!3h&Jhb{k=$4-yI$gDrIF_53BkaNy^h${uk|OlN2^>A~ta-*~BZ791!DGyN+U zEo1Wg`orsRQYqNEgc)7r734Rq-{c9Eb?`^g_Cc~!%MF{{@5izRdym15z{ZQU|)!!68tCE@+ zMG91@F%)X=xRn+$rOkN2*XAMW85Syzl>kC?4bzR`V*pg=O&qYUfNC@IH#~2UpglA= zn>m={al!`?AQ3EpQg`Z6rc7{0+;N4P_w>7S$T0V9-5qRVN8MIkCa?m0&&hAoj>pI^ zPd26uJ2Q%;uO^|0z8SQ2{57A5!3bPDV4|6{0`q#kR}B0BIY7q0A_`HTufbj>%NVw2 zXwt5V-06qY#|##$tGhg>b4}#cuYBmSan#^ zk?4?W5EA4~pao*N`eORReg>oL<9bT&sclM!&}`0GR(zyS08*aFgFiN=V>Frdt+?}$Ngx(zZvPQ8!Oo1pK@fcX?IdD zJsTsy-Kp38%hv>8nCWIB7!hawitZ1}NO>O3=YDb&9?Z3?8h`;O@X!`cy^0hb>z1=OA>9AiZP|bMS7vZ)v1?nHj~Qn@tFz!o z<(Xfm0CCpEM~;0XP}rds@i9L|39^b>ho1tqtuTTbL!n~}p-Ny=s7N*El%si!&G)jh z2}9s`vh7QrIV`2b#Rha%OHMn=-`1aIjm~o12p}*@u|;A@aNB^?u>Yc5fv=jn zh=8Xi)wgw|WPO;D=|VRtDq{-%nfb&JuE89yEdEP0sCT38sGtjn@jCUhKUT(<%i~vY zqZcGkg%HSFOfo9*2oEI`8`IlMk@YT%`Z}wS0qJj&E{PJiv8d6#tJe5#Yr*Qn3jpoZ zd4b*io+(X=xjjn#(`g_{e`Bde0K#?MzZ|};Z-V@267XxLG*Z0ch-M7qDGZ(!)j^J)qHUsHjbOroT;BwpKW&p5lxcAJZu-Y1q_(m|Q?n(>;Mk;gbc07_Iy`1#_jP z$R~o*zY=PcrdSClzH{4V)J21DZtCVS&fw7Qx)Z*xtI5P$xjZ3M%Z$Mu+5IDS%7p|B z7krJ!JwM0N%re$NWmiE%pMKJZ&L;z!w;G9$rpr=yz)Wm(L4wEvP!-gEi$_JqR)*Mx zZq zP$S)lW4dNUd{}>c)6;twDXIG2OQR!tA?zn5ugAfzg=he34jnhn^5-eDl|9b-xsT=# zH@hZ23kPwAo`yK2Q5?yp_$KHg;t6SGd%FXyzWmAehF4+7glmYu8Hdm0I!^a4u#pP{ z_7yT0JUN34nkvGhIy}uLe^@9X^Ejx0{>)X#E%FOhgZ z7NNk%7Da_Pl+T|n$JpT}-)SF64-i`L57x_P!Rxu+xNXreva;w4m-Gi@|IOb?3_m=$ z$$bxe8AaKg$(5*-1~NaUYTB5A6}wsFGA+{L{TA)DAN)Y1`sK_cF!fyK@C8i$zv zXa*J_{CevIrRv{9u>9r$ZF60$aaKC}-f+yHlagQ}B{HBGJEJ-$>-{qD+Rn*c#7 zb@?f4qGtS)#Dg(oM!QWsI3&1Y6Q^4azRB>B<`7#$dS!rXUwc_tXb1tGnQ{hNsW$pa zS!o%Nl@}Ye#QlUq{w6SZr=DWE!K&|TsXVUnPD)3vJLDI~fIc$&It^)gj)oV|IsgV( zM&<$fQzgpH0huouGTOz9H1H_jX4FciH9bLaaCW?FtP-cCx?~#u2oY`X=pta^i}B4P ziTL{GxCSr9{p3&i#Zlw5y4MDtRSNAaP(@6u{=isA=$9K7J69Sgqpz={y(?I`*|W>v zDF9Oyc|WBp2l?V`VU{-{E@|uKEzV&G3U;?j@d_UEU6H7+Q$i@(Rvc5>M_uv#PHITE zaw}f|6}~0^w|(l#HJM+WvPydGe=Z{u=?2Ui+DZlxqPtd(EVi9OJxQdVk|f>ncH%Dw z;N!6a&Me~+&dYaeBYj*iB%n)_<;>{XYKO)0dTV?mD}l28KhWgC4#G;Q^_w0!ZnsS5 znCB$-CiMJ9Q6arz3I~P;G_$xekdBQ)jm?FSpzI{&?_Yz1bwXDS$k4#WXHi=;8sr@e z_EX?u@q5(A9>DY*qq_b&T@jxT?V1_x6sp?!zpmKc;wkX$M&(VRba|?P&*?MI z_QeVaHXa+YJC!QZK zCxhP`ohM*(L^LCeNLwPhXPoEa7o1E@x28P@2ZB2OMl;3EQlnIf)JrQ{*~XLsT32OO zWGe(@*F0%tc5;NhdM@2f?@?$&Cxpa+zQc?HXFg3M63$Qb5BzDP5Sv@EJrOuJJ?0RK6)wA^kp z3m@Z`IX$?4){NJg+AKx3H)MzWSJYDGg%DAYF8J1X=$qGn%-V1mX3%MC2^aFLB)cZS z#|49QcKX^0z?Ck*4rIe2y?rm&oFqO|dTn7ir~1Q64FbvI+<9CPUZyo=o(Ts-H=JWk z-z(UZ#`?&Z45+~q?^qwb9Cn>1P%-}sTmZYSEjBc9v@xC1s=MJz!Cf6+Ijf-@4cGM& zIV;%G&Kj16<1?h8eMr_droWn^ zlN32(M?E=045*X|*&mwoyiE%;9lq-Ya2)-4|E~ma|Dsz=I?dSeArfIIL=KfCE}&@n z-F9Gp>aLIp=@ERv2PEN^pn`PZ%q@{owT>t#7R5yW#1jOIp|Ce3&S3*R$kSI?Xm1Gu z&hVu42tOONGEX&R>BliKj&bm#= z?oR)bZ0ZkJ2k7u$BwM72cXevg7o*%5ORnLZ9$x0~Kpz)f`D_9~V@kZiKS=6c5aq~B zkxZ&r5Q#m7=bviZ6U;{q0f0GCKBHv5dVRzzk)>b*y_jLOk@Bsf#UpF4su;!Vmt#4M zx|?R*$u0C?IBK8-mCM%kQhNc;@yNI>f48+f{XNep(w=l6BAVr@Xx*Gg4JotwhZGfs z;kE7P=x6!g%NrhghHuX<+1=dU^M6wowyJ553B;aBc>>vk?~q|vGn~-l15r0>A0ag` z>k@+mwQvmh6>M@x$NJbV)tgZhXJ~@Z_%%I>j}eHp6*LTH8~iqJ4vLbZF>6?aHWM5& zJ(3YyyIk+w7F~%hZf(GeRPLb24!!OwNm>pHQ680Y!1P5S{Y~p|0#hUBh;SUyp)pB+ z5M8!atRziOZV^>+WtMPj2#oz2@(JhOOEpw^o4Z)>dX>Mj#39v7@#|0%lBb7H%;Nm< zcbhyNHz@dhnTK(P!E2C9#7HK<_3&hEoJ3G7S?Fy)lJv zy$>(FJu-_JBD@;^;~CXlRJvo8`qGi_;beUDX-GOZcj@9vc)Qu(_+KhLZhOjiKPc^i z9EK?EV!0WARKleYkbbnj{PNSplN_1Qv8Wdoq`BYrY@!AZ*c66DD?a8T+ndZt?UR?U z&?vy^2JCwEZ27^wBz_>+&H)Rqo%IQ-EL?3#6j=<2p*Tl62s?(c`Km&;sp0wg&{4K!ZAaqvGbt&)zRkti7>O-cQ zag`+zlx4k~N+n`1g?CV16Nql?$|1VZe$pl;)A4u~?9=ADj7az}8t9o4FiR$4!t#*2 zs#D;q0ZRn~X3TXRXs;*24)6X3iT?=(V^iXYA~QXr;TkQeMODNkCpynx;YY*_3#@j@ z_R#hZHGbRwR(}%C!OSjZit&&OOC3Zt2dZ^W7(LLtTE*rk=}T@>>*jv{01#pP$qqp(0l>IE3Pus z|LH_5b&`9RA5Phy`V;bEXS9a4G8XvThqI4uwPLK94PayaZ$3klare>S{q53_R+zub zmE%Lpq5S?8l9oZq$i9}sq+gF zIDGxeTld#!hk3F2O#}v|We7&vx+w3r5wja>;$(-dLDEi!sV2Z(+fdRaWMub()!q@Z z^pe!O%D2HPqvcx`E-Vz0Df43HaMTTtD%Fajv{(qzymU*683XnL`o5+P762tf4N*kI zY{z%)QcFdS2K*Ip7O{I2zuu4MHJ3Q)2Q)nVF28Scf`BQdqtAh|`0;xdZgaI`d2_{U zmfI$h1@yR&{!?^9U$j(EJW=NVelnqX_|pts1c>fAJ4HbD@P3x>_Cjpu#`|9RSbXjn zW6KZdoP#5=U`~!;8WD@UrIGf_J0HY^h?*83_%@w@NrSw@QH(ER4sTNK5by$lohlvj z7U#%Icg6eW$}6KPep2I_`&b&I{!SDU&4^KftejK;Zw6iUK&1~KpqNIAOtHuF3C)%? zEbnr&bOCqJ;M4`;{ihnN^xZ#hozE(R#pyggzKR$4g{N7IEfv#-2+1m%Mt_+~1)Ca? z0Sc*$(-|RtB}O^zgYFEfv`VhOo4{`T;T!DN^Bz5l|W0O?>fH*6?dF*)Ms}4RdINiv?{< zEUj^PzfSw5H$Nh>(42oFmnoYP-l5a6r#7HYJ$em>wVxfwAEHL%_i&&|QbO(a9h$GP z)Gi0JHMO)(L}`ril?cP?Ex*5^M%xMsW7i>gPN_kl0byE& zM&K`2n~E?WMYU7uVp_<=UQSR8xAjR}&9VPd0u;4cr1tISSjogR5 z`d3ar08W5AOLZ+vryeW9qr+jg>08AC1q#gd*@57MVC*gUoHy6g4u7jZ3NgS|KEO_n0l|3!Kb^QH|+PouAX^}G@c-pAHMA65R>r`xz%@9P0$26{>@Ek?)apB$~zp?2>bBD}=HZc+B zL>%kbdVG$NtV#XFc^E0iTNi{yYdhrkOnpx}gkn8X9=7sKJl=ClU^x`0#4x4gl*@$; zj&hzaC7-J)qPI2mr#hAJQO29&_O2%c%vptlCfS-S@$iP-tjUCnhpiAF4jm^EBs%ES z6u{rkfS-jR{OnY*cdr|mMq<`bvK>NNLe4Ant~>jj3a6)!UXDzu0l?!IeHR{Sf57g3 z!gB>QK~c%C%9McHRpN}QF}VAjiv-%&u`v4hoN8ir=y}T{5oRcWdrEt9dT{2Y6Zt7a z8Clz$ldV>v$)JEzSr;?X8HOfSS5+7Z*5P0x-9~_vr!h7Kh_Y0UUhHw z7JZDS=6sE8Ux#fG1jT@4g!<$8l^cCzU;3Z$dcK80q$8W_XVJ}Cw#LI&&J`B-RtB#x=i@x}xJjp!5N zx@2SBTu0xe{tmRmPX-w}h}YH!PQ|SYp^+t+wmVu&W}k47jg5?j!NMzO-1PsMJop^e zxdZ)Xp?2q;OyT_8{}d@}yogv_A6_f)nBUK+`NL%ZNrQmcG*=RR9})PGN8LZPa?u*;`j)pM*vRxpgie_AY6feB%bhz>SSq$`VEX`+2ai+b0$~mxian??PnSobM9cr8+0(CNpll9xl5dqdGgCIiv@AP1SsRkDYc4kS zyz+$xeT3XYsgkQ3pYx7=I4HF*{Qy{j_W;{*l7tMFqWfIOkd5w$p)*G=3c4p7v3U&h z8{HQX`4ce|uJoi}l#HbR`*htB6I}lSXJ3lDY8w`AvnekqaV4C$lJq^pumgB7<98SqV$5MUD>cQ3n#`;JOp>5X@I74R-{_p*^0an6RL& zhtYPv(us5ltvE;M0I~4xEh%kQ@VXrGTg32RBQ+ctn2(%GHyj4Pb{<&kha{@Zdb$z? zA{c39r)3(Qw78{7l6Ooc#4$W|af0NWAuWy2fU$&}Qzs(jf5=n$=0yzVW*90*VyQtK zVn7vBPw`GY9zXXs!~u_-%c&acF#m-uCdwTRgT8>*mdn60*`!>L#OL) zR=ycyV3|FOMhO2uwF{Uyp|rziMs|}~2`CA%8I(+g`{}6bmKJ`q$+=4heaZr}Q=xM_MFa&Cd(Zd7i;RKNibz){3b)2H?+NYsF;EM>iRT zhFXLmM(m0(rTo8)?4>dK%K@@?rX5{3msHN2r4Yf1C-nixA}sar-K`ZAQfG@Ni7JEK zmk90tgxp%=-|>ChBql`PR+>?Be;or6x4&wrY_+d^NR7&EY2-Jp7sjB@xKn)Yu8m)_ zbommvzh_1Vo19cfTiI3F{Mrkn4zom^@5P7eGzTU#Z=jh%QusdY{zi4%C~j@r0B)my+kuw-b}4>KW@Sk7Kq%6I8*L1B><85Sj5ziZ5FHUsAr2F zmD}%u`G2dB^Bw~uXVt__)(m%thd9sx{g7?~ZUP;RnDw5iiLSjOB7YQdYT3ua75X!V z#l~}TB)8RwF>lwv`z9ua-16i;gJEs*1$Fe_&%a*1uwA7o zU#$)W-?Q;j7g1<9kxD;_zbe{6jR+swGxAx>QSn65Azh#j1a$F$J}`%GN6Ek$;WuSQ z<;%X)=ep1@)Mj!oMEE_Nb?It_w_+ca3Z}9=f!fHVvg(%&uH>@K%OB~%MjEpJ>W~=H z?QT0jJAzux_?}RiKEa19O;7{I$20NaxW=u(qW~E1y6t0$Y$>3u(ocu;8z#Q4J#O(S zS^w~nGWYK2#oyz0htnhimTO}Ddz@F@D0^aEM>|eS@a5BObSBUw&+xDyLV1&)Oa^eX zrVH?`$R&+H)9=BjOJ1AK!B0#Z8qpZ3-1zFSl3+iHLG2rIke?GwsMi7f@yB_SC0|-8 z9XYzlksI<#$@XcowK|D*X*|mM?1ehVF{023wCseQa;3TCe_mR_N1r0w8u6OHCJqE^ zej}_E?6G4?;&Wlm2m!3fB}Otob3e(xD9%>3c;6}&efuP{9|q)r=f`D_$3D@u!!R#IUCIw0YzO4xl?@-t zU3h1;S-XO(3-{fIt@Hl98=Ol6XC^gia;M(jab8YbZ ze{$-AbaP7vcq}YyP=wAcz=o-M>*#npa=rok9P)?N^nBd*yy_VbzCmE!y)g+j3qO`rjqPu3ma0yB(cq zbo+&>R>j~+wQf=F@tHHe9D0K%7B0$W+nSDf9yYcZVA+taWch0ttmq0j38LOfQ*sh+ zZo9ae6P}M2}785tDHdr7$hk@8~A{zXB9kUu!DW zs4sm!!}B}WgMAop?A~aYb!re5>FoaF|5e8gdeh+M?rbrmHP6 z9;iS%0c}s$tk`dS%@T)hbD&pGB~<6}=ws~$6&BKRptQDz!Oe>;#Q`bte}9g0n*X)E zD$c-kBL~fFHs!sih5WT)$T@M9)G2}j^o<&oewrj$C9CVM$Q6OECgR4E5^pHtZH*y7W`aBKJ=lAMGKM@2j3Mf2vL438)Ei5g7N@i#Wo3*NCtTbkG2 zXVQjMfb8ua{#MzgHUCzESSb$g>w1+xK&da>nroQW*Fdd#rZ|X2B3yIA*%pPBD@ykZ zkgh2dIVP<2U`Ze&zWG$HJh2@po{6+?4v^KsrU`^e<#4LqtSqOYYCos=z%GnwuV zZOJZJJC{%CGs_O4le}QQ$s6&`BZa-0?{DYm@ z=56BY@x!Z_&wgt@oYPg$+BJRXu?@#vB#4fj>?TYJ?977d37Yip@Ry+!fvE4>(H%U< zjtDeSAhk_TR#X_S$}nUnhLN(RxAjmFXbcD08+Pc<|Fd|>GoI+)Ex3b2yd|mUy$#N6 zc4+3V<+C|elZ2cA?T-h1;_$KnTw&RB-CJ4Q4j8g@1K-_dW$PIJ2QB6VA1PF`Cw z`g1UKzQ|_|iGQ&Ute3L_f5V&}y+4JTxvVCMMe6$}D8pv_?BtM@ z{rrt=voi1eZ%1dCcV5&otHvQ)x)TGEO`Q3UT@`6Alje^L z?~jM(e1EBr6TOOY&lmD>1uqul5d>o~rM(wwl_W<4+Yc<>GP#sC$9k%DQRD!fi)TA# zUgfoV5!VBDT4v~`lnj$VpZ@rstNn0^1mv?&Bx0yIXsNM2jqs;obELizEzS}A4OLmV znn`pLVl7ikEOeYFCt|Bo;;j2z^EHG=vmT_0sMdqRGgG(yYfy(jp*ekverBzksbHfh z6XFg8_BpRwhr_w23@Hd5!h1Qw!QF09?G!Ox&tQA>CsGRkSS%Ff#hvrT86^|l>K_(N zYB-0n>#c9F7BXUaBa7M`qq1Jln0u`@(-G_Xr7NJF!qk&rIlyh08k3IYID;r7K)wW% zgoKaoxFAESll-M- zRSjpVVAPd87O9%uB8XI}W@lI6W;MCm&@+7$7+O2oo^&hb6QVw~YiwGCQXI|0C_q(4 zXP4TRr_Z9Z@m13kHZU|n^9Gu|+%=R;D~|mYJyN_()ZL0>{wkxd{I-FsVDiv%SY_)5 ze3Z%j-?$H0Jg$%BCMpiFVzYDcYuRR$Pa?NuV@}(B(T)e^V#%;l-gy3?FTi=2OHN!?IOA^s zMiuN>#8OBqkK0}(1%LYRGy)T|3a%e+(rEZZ4p`A2o20|=0I~i$bg-dMgBmEpzslGe zG>~E9Y!-mAssCr2<`)bp3QTTB{=we#p#$hqf*Ay`vT0Q^B6=eqj-bQz>4;vy@<9@T zYAjcfs&Q$?h95RgFp!UWx!5XMO)8;B?1MB=d3^*s^f48!F!S#}6Y^6=uN$5ly<-8W z-W@R?lh>faguOT|#|Uxd#&?%?2xZT)ptB{@@xmgtq@c(OB>C1%0p5Hpfd>NPik1AN zK_z1TOY+^0<47s>!JL`!jyzfL=_V}D4Yfcze_D7-B5zv$J+UtuTZx0x7uE%-oBWPP z0g;C|w(a$r!LLT<5}k!KU9T)7!?i?*^5SGqSL<$QC_UJPI)#71Td^sN(S?)_mm${A zk)TB2WW%smac|DGdsP%ka}=w7HQc*J2=abjj&B{Q!2RyJaJ-FdR#wr#Bkp>&r}xrX z-0rD8@L(-rmQ62bV4kY;Ar^suYbB^SR zIj?P!`=qOsKcwdUbjPG<+WbBxs}!RAbnR|4_KdCiU3wQe=Dzaut%9JUsGL%JSi_AY zG>n^+##IE=TRKl<7#_H3FS%KNPF9h--H*)?xc0f-2JC+2OQ|A@c}JWyD53F!8&3bL zyvq;fe(#*iAb(vvFH3Om;%gb9gRU6Z*C%)nc0&C*+(NvZnqIzxx&vrXnK^zap&6?wvQ z!?S?K6}I>GFv61$^98NY{2K0=073UsRujyG^Ob2#IVgGPeO(V}to8+m6Rv7A{R(Xb zJGLJx1#a>^(0MJF>8qUZ*Phu6Gz;(8-~3O!*0s=`KP=LwC-5ZF_2t}5^uR@wb2nJJ zqx0qWR9INT9RtC^4EX05ePGM9L8$f{ra?{0GTbw!{6>-Vis`@tG3MUYIX^e#VJ|&N zFVZb*lY}Yqh7>-k(h^Vr-Wl<|_aJvSBm0=(42Lt0vYgl!n5+V0Z>)?y!W!{VqSI`@ zLiH%CF8{|Njn9pew)`etik0KJOd;f`Dr#e&3UB6?whL&A_0)Egj0-8oDXCw?(_XwG zOpq9?rcp+ER<^APw?GOFF`ZbS4@Xmt8O1UsaNv#&+mOGS-gjO=1Nyc>aEFWKBgLjC z;9vq+Y$`fD8olAi{AyFVag-St5ES1xu=MJ~C7~R^UUn_0ZdjA0UXD0F?$_a?jxrS6 zsolbGKCO~_L92%O;?-xI4Y#@PRB^z^7AY#5o?3rNwm4|&_U-c@q+$Gk51r;1`(GewK@jeKWuTp0`%!#u;7G?wXl(+$_rO_n(6cD=;c?VFxIK&4 zVbdm7Oi$I>hCMoqs6fV-Epb_}vP;^fLPh{(%6|4|tYfIpqtxM`Y2AUxosYbyvoM#gh3K+014W zeonX7ejD@+w8=^M#hLj#CAuYhNC`34?kT&jNPE@mOhUbL(;hf{6`FG1(N4 z!}Hy|8CQ715}RP__wnw4IeWXOmKEbFDs3rrL{C>eG#A>s11T#JKA`ARFN^cw_~Q}Q zKLbE?Bsb4JY|p$&+wTqH0J$r%MDG?F($ildsx`}{hwJxho^8GN9E>T${6?aG6GtJfG_%^N?)S7NOi5C55Zp;QCVPmcP8%SFTWUls zxN(>{AwW;xKWY`dT-r{CKS-z*x8E;{dDYQf_J%i=^UJ{BT_%4QGYAoFeO`K;!%R20h=+Qu?@4YN`6^qG3^1F@go=NO8! zW@Fd6^Q>2FfSt_?O#Ym|xr!-oAOWVX5-2_}4vC?>N3NobHx5GB^eFkxZ zEnwqiKFfcyW$j$vSTnShH6d~=fyg%6Baw2i;kW#l8UDqCl(sq@^%EXMG{1S9EJz4d zs!PaEQ4Yi`h}IJF^q0GlHjNTGBN=R~a`HAx2e=4j(9zFfRt9MK;-fCeu{ys);cKUh zqKovZQM}t<(fL_dXT#D=4hdMf20OI|ygf;$g};88Ok`4JVt9;*b3|;7a(#nI5REaa zn8Y3j^O$XL{HQ~pqm-WCL%l)XU~`%4BT^fTd6k47LbpgJBgZpvmwn2gtIaez0d}OA z9h@dQd$ORiw&cl}OQ4igC0_Wg2|+X52MGkM;hxRxdzX~0l+koyCk|$SA`DgL^0}|2 zLDn@m9D7R9Cr)QTeg!8)1n?87I8LG?lHJw_CtK;_rGWl!c?sV?U8*C|Pqcgi&XB%vye-vXTOxVH)f$z>$6CexueDc&e&rQgfK*z(%ic!6W6srN0`k5x>C=V)aL#g z*490ma4dSIVp?BoQpCDlu^4KiA zX=wrkx(!D()ZpAg+z;fQaf;A>wzrp`w#OD3*HV?}K^>r`(;MEM_((pZi3Uz%AGD{S z-k=J?BpAvpb%};+)+qCYdt)3EJD6Sd1Qa8PR+_r`m(qr4SP(xXv`3 zxc@nOPD8N2SWMZT;g^x!lF9y{x8kjFKHUYXI=ZJ-U}1r~7tlWv@6Xq_lqf zFvD~O&%n+{Z$0crW=4X4>UtyM=HXJSEUA*N z%K0qft%8+BZBTNqD9H%k80y@-~ZUx*?w*Czmp9Ej;nE~;^OTJ56!X%c+AHTpIxm8a}cxM~B9*hn- zB(Q$byq8BnM15t0hwm=~R@t&09&LRK^DX-GcDL&UVvuM<)bd4p#n-9d%@HjxlK7xJ01|7)@e;tneW6VBS5!1=)2yC@RA>q?=w57( zP~DwWOrbvL3$pS&&~vRoLqKMT);C#tiWl zHT0Y3ti$G|5jGFQl96E&oArZM>@I$Srs=`*wkf*>6rmIPc{5`1P7^Z~MPkCCs0XxR zwRM54^I1e5KHOvi1M83d@~z4F+W^Obce$ z=>4e|9#57rl@i?auWG|?drpo(ET@q_)+RqV@-%%shHJ(TDI1q4< zq|Vyr?G8jIi^=mLC2jMl(zuY-o<+54O?k$*)DJt{`UU-SF%qfBC2>tJ9h$hD*g|R6 z+A!oZh@Q-)?Y9jVa$q|jQ<~;gFcL1!7}k|pF8saxJZt}uJbSZ36)zAHE?b9jbWbWfSmzHi}_1wU{Appzr}yPb0sC{NSDKb7NwB+;%^FY<4sFVeOQf zwd?A0EpHO?Q}$gAtICSR(R$vCf!A`v10d$Mvng(gOZ8O0flX+$nE0-u@WBvYX@7b- zPkQ(*uQ+s(tN)<5iV4(Ux?Rmn|KN_D3)H!%;-XaI6=|h6$U}+Ry%VQN32HH|!MoLEWO6HvAnGC~Z`T z6EVUgrS`2b!e+H<(eE$Y{)EbxxjGja1oE;*=ZTCyG`suKPUAsQk;FA(?CTwAqD|>B z$NgYTM!tbWqrq&~9oFOa@JL{GBB0sN>QT)uJ-M`eP7rZc;m@@Dey2_?-<$DXES5fn)nM#v7I`*ZL zBbko_9PtrkLvTaVWFPHWW+`F$hF!np5WXBs;-);lxXOlH#z^U?v?VM%w@KD7v9A+* zI6Y=U*tO0#P)z=MU#|897NO*|Qa)1H9x7u3nOzh4_4>7uHu**m#*x3$6LFXyjNruA z;G>hdXwId)NS}pj4n>x{qt)oAaV|l*nXyQwkH)#F$cN8bsc|@P|1@WUZMX#4vrVm} z9p-Flmn6dL>kTmf%gEA z-wH4{-vMngK(nSCOO@@7K~U6!2cOk;&=Op!4hA|)agH9Ku}<+lL=HyWiLV-p^{bC& z1=dhxnD%%A_QuRr9LMCWG}%E}8AuFgA+uhgyE=9^Hg3+@f93X)M4N9tAwD^7EX<>` z(PtB?W;9*2n%jpX4%PRMAmjBrX;aFK_66@MkYXH{Id3W&Cik6HrBJF8T(ZfQLcumm zCwR35c#AN5cENBdsXd{i|lU`L`WXqi_Z^OB0lbaU> z#^L<*iKq#iq2^${ou{Q>XUAFVA$f0AgNc}Dv>70LOPsE~0Lx+9sZ-}uDH(REQ^9yj zC}9J72<75o{_)qINk$RIe>8)SH})rlvYA73^VH)d&hF zty;~n+49B)-xSg-uiJmDdH*ptDBHG=D#TVV@BtpvBqHG(Go-3xE$66#q!@mxlg=6= zZ^Om_P7B|*ZT^u3%rqfEi2Wcf&qwqQB(qDCpV`|Ls^Q&55xRgH1wAM>$~F8XPd6GV6zOQqGm zz>4wPU|Z_cs}#4<#Lnzmaof84@*yVUXQtu{vgkO|J*1{VLE3%-O6&(6zrXscgB|YS z$J~#dbIr8Y+fpv4wSLtn%GI+OqKm*P{o{~qINWHYTOojlbNE3G*wpf$Y8c5+kq*~b z-K+j+tt2;IB%hx0$%Ip1DWRns2lWp!Cg^tnvjF1hlxao{1+Md}m7b9diqw8J90F~4 zw=_uewrjgR7FZw{jZn5QXw zj^ds@D^?etZOME5)iN<)5Kbb*=9h`)@%Ku~Gy{iNqAdF`bZ`)<2PO19V`TZ5YCizG>{iud-y{};F;~78nIbNA5MD6Xl$umDAbP&;%-_g`;>5RNgvUX@;nrXTB1atxBDLS3m+))RFeOgm^n@oRyM zb9Cd#lO7LCycjASNY%KM&9QOU+69%)B9airVoQ{RvwM8P>GEx@=v>W%fQhiwlJQjx zk4=GC;%F6L4FKj&pI7A={Ub`2-+ph}_I3UOvyS9=k-s>OTd^@6RHEbhR}5s=@l#1I z4nR=%-a%s0FeZ)g(A{k{8t}s(*ffwj;N7)1#`)=y!)2f7j-y){XeU^qGYuB_zvDL= z<~`ZLKsvylWO9*5{+Sf+i?!%3hX(@Jq3eFYDnYuJg~zdNR;!q#6zWx#3+>B1Kv{dR zKZz$K{po>5<}hxG_TBzw)}SpAqBVpl?Cm&pZ~#vI;^X63E*qzp?ilODAf_Lvl#Jn z-Z@4$!amIh4QwVwA+!giEgrPe99wv6qAx zx@)dud;k;D@2LnQ`)&hCsO#!r;tO`zKUaTwvHvUe2-*fv{)dw!ET6?}yld8q1siEP zR^jwd63kg+n?hk>t2M3neg0&C;V=v$=tQkhKD8sV0lKNmrFzXUsaQ%FpKN+_plvz= zD~tr-{7xAT7!mH|$hkvcFO?7RHzD613abTQDuTndO{5l@!LW*cBP zeHC7nU|WG4j^|_^Z;t|CWdSTNEZP4SScJ9gxx$Wf7MY#ih@?1I!s-OZ^Bq!@r9H$*23 z?*VuZw_lk6_e_xvRw`W1zM^qb6$(_J(|7_&JJViVMHC_zhd-wrQ#(wz-T)9l@4xIE z<`vTX*$1H1eSHQck;Zwi|53as0VItqPd?OANTW%1Wbj{jK4O^*#f}6sc}N<@(Q-Ms z{|C7eC)qs}qrq7Gf3I$7sjAH$>Ec^jz6=O!X zpX8_4zt7RZdh{vvd%YRSnrKR&D5o~a zL0^LPdK{PjkME>;px&npnF+1IaKWHnzHOBd+3`Y-3z>koM%2hjCZB7gbrjO^ab>qs zeWQ|Bo@tk)KE$a(efVF%Z5VAf1m87Byl5{8n}k}?{K^Rpbx$Xv@DbJ%|LzTzF+mx4 zo$7b_tkVgNpqPvx2Wt>+!3ZV`^UXa25b$ms1A|We)HI^)!a0xxln#^ z_XH30|6X za^Lcre(m_4LnP=)tojF?LIJNv*CY)}yjUiAb+_M+9$BaT_s?1{-`RUC6m}L9EQ&9o$z+iw)I}Jvs_=zDj0{=fAu~xv4%(sB} zd{Ht;5HvRj8+>@~V<999kJ$VVM>DOo!F)+T#3fv>@Of*bSEGeylLD){*xUcE+@k;} z7|~{!rYGI%+U5NvR+|JHdthCz>!J9scQMp~91{HVD(zKy@P>=ZaESBmU4x8&Cjdr3 zxxZZ4_9@2ori;kdr=L#Ag}Iy3p`d3F{eS3nMs{=MT5qkY$n*5crElrGgIm%NZ9XfB zpHN`FSm{rPZ{E5EmaMsI3?$r4DK#y-)oiU*60B|>AhihByTbIgURb5Hl;)GMPA2-p zhspC?$~iT}ZvF|2Q(^ifaSJvzCgG8s+hn_(fG_a5>;H9KBDyO+>VTeDSsykMJEZlW zkXORnJ;>_}x`habA(BLxX3+IDdbZXyoEsl|53T?0B@U8$((-NlXuaL8_hC7RJH)O) zv`CM(B4%+Jy zsb=WuGiEiY7QG$`0@hH*GCk%9@1{~1pW3Q|AI{BJvMFISov+{TBhFZGOtl0Zrq&1j zWNmr6aocy(J*_Zd*}dq;FI>gmkjglmxjc!cTboPxEe^HDrq0*|`)}vm=-~$vvPRW% zHI?Oohf$NqStKl@&%OLs?IE|*`bz0+MD%GBt%G`z!u=^`DZbTOH zOk7F;Q)GwxhaJDFl5|WBaR~5uceA!9hR2TTin_iH4Ja2%)C>7C(YQekrv=3m|IuUX zYY5ZFKZJeb+!6>#@+ipt?$HmzVn~vKI&slzHE@*FiOk)C>CB=tb85Cm6&`xH>?Zh~ z%G1yYD)R=0%3av`Xt`OG_XwCq+-|egGw$i^spGAN@^eS+-*>!&mTFOzK!$^=>MCb* z>UD^xMwJ9YlCHG#W*ENyOxtuJgCBp6e~_hJ{`O-<*c_BfV6epi`Qbl*z}0LSsyh8m zEHC7UWN3MqLzgib1!XJRrOlFf^krTML9v-ph?&6T&vLn!C$3FO zy9CfKq^#Ucu)+v%!J)s$N0Nn2(D_U8s~>0Hwno0;It{S$fcK* zI0Fh*$?pK1PO^p3G`g>rAPD#|y6nZZ-SJ$B+sI5OAy+!f2NueH(QVW<1H5)T6!6;i z@#JorEEVyO6%UW7*-6AlqCim>D(T%v_gFs%;?7wTA3Qc1<)SO!Gqv_Iy_b?e7(CQ} z{kal_>#xI7N@#}Nq%G2K-m2__FTlYEC--%g7RuUc1VaehN27%A8jKvr-OVrvg(yH z<>xL+;G8?J+dC9_FU-=GMIZC6AHCfW*z@|=(ioYF2p~eM^~0!fP=ysqW^`Rd8fP}v zM01^$rMiFbL#Y4ksA}j2QY~4sja(fQDF%#PAzsDKL=ES97$*S{cxjlzcK;1?@*C^8 znI*C+{E|fsJCft=pN)F!l6qUB9~LEt-G*}LDcxfHwk20QPv;w;pIEs9fKsE2m4;DZ z7#B8rxa>YqVXBr@6U{tk=Bz!gk*FNzJpzOAr+1%Z8!=}EX1#+>&Uv2{(7new-&>Ju z$)7)sU-KJ@)D~9l;MYYge^N!?FSSi5@-hAJQ!Ot&&}PmsbI=c0r^2A+A}Gg2lY;-Y!~S%Ld}AYPDKdX#4NC#lAhMTaJ5@6>qKDU z1$F6f4d1Ww=7i2eGO`Q{U|Qp7Wrl9?Qs3~>!8aGl7w~RSV*vuTRjPcJ`CRguTWU`9jqsdK9y4)BC=6n)=g(~ldVp+bQcz~Xc zjG8b0GauoP7|_rYf{Q1q#64zL5zCY70Nh2FgAX^ zL#HF};WSCIO2Sb@N+8ueL-$H;^q9mpXjTvOOoI>B;6(>M4irB_U8=s+$~4WHN{bB*?N75@bd>LFTxTn= zSZ$z5s*77r1AjB?rA#|K9BJ%Bb-W*foGn0D#Y=w3^{zlgZ;(E1EK+%KSE|WEL%OU1*W!FfrO+(#A1-@QX+dJaW z#22IB`;1#4`Dp;mU<~))i3pq>ae1y$W|*fipXV7 z?~an!5kUUE{jZ7Vmi@PFjTQ?$TYfN@1Y4js8f*3 zMGC9v!d|7d#hkv$hS{s4hgti{?t=R!AobWPc9zs!W5Ziad4LOXlAj}074#6Rsj!>f zeMoQuFiI%Tfr+LQ$T@!8<%ihr1m65JU1M8!JjE8tKy5oz(JLGoGWXCQe6Jw&+TvqHKw7n}8W*>S8K->iUo2)9n?`LF7bQV!Rk8`ifbzp&=uX z6r!~kLJxoeH_>R;QprYfj_2MDt~hgFk6=d^#EzoX6yR}ldEDZ~9z1qDPoQkLn8-_O zl&h1p;QKC-b!kh&K{f7lfxNQ9S}%>Uh>k~5Ul(Ht`N~3X zvyfwBr)3|Zu`<SI2cU$!NWvrnHW!XjteXV4lQuZvjU)ua3iT&1h& zAw700wlcx`o7-=6$G*O}x1q}?P`V-ca7g}TWSMO-c$(!pwC!8Y$3=?zE+wTYhD!fc zyNpKJc(8TFOlA7P2Nnn_IQ)eR8|8oMnS0Fv4wD0IvZJXZBuZW)Fbswr2Ji<01;O%J zA;2}@<0ve*1wT8sW)*kuFDZqsWUwHfRc&-%n88a3bE%7IwJiKY@GgA-_B-+wMQQ8~ z5{P>*(1Y?);J_UjWlDV9Mj|^SI4sgXnPzmcX;JZ-rAayI5aX{&qI*kCT6<^^obM}Z zD7$@afbh_?$-?R~rYf!(QLt2;7!s=&xcMpJgfjLbrm4smZ?bf+o^e|+5*_h8->I;6 zX)Urk7KJ5eXAEeA?%;eqVVZWN9e-6kG8>&x8WG6UxSv&fdHwKN=V4Bfteo zCs4&m}AlsaSIc^Uo>Wm7HQHp+8 zylk&{C&E^t5*`dAAKW5UrSm0`Lmx5W#!}_5H=ZS1ruVMx!yjNeoEANs-99(+vsguC zN2?Pa2eRLo)DHcy;~o*aWL$=y3p`M6(=dDtAVgif#x+?{NCMjbnA1*U*aWE=Bj>(D?g#eXHxmT0?}UFqjr30( zXR}qMRv+2Q5>0DkcSm>F+rC7=$esUaP4r+cf}x$T-US9bA=;MI_f0davaPF|l4d$< z61z=iYWSv@P*SzN-vz zbk8mvSw`17C!X$pKKylieVo_!CCx&zj6Y}LK^D8NI5Nx2i zf;-V|Jv*CQ(xYFLt*o;EdHSMEB~-hmCk3@QzCDQH7&b6BI8G!KrtJ_Rb{-+GutpcY{^=ROz4Mg-qCOM)h-HE-65b;Yh9ARDf?$zYwB}GNSMBXYSuukq(dm)N!S|AEsUok_hGTJ8|;`KZ}CCtmLfME z;{Cfmrex!{tjuj!?$-EphyD7AiHTp|fwS2xFe*%Mlkg*);4<}-Ul>$kHtd`vx?KS3 z?FLZX{q+is1lcDh?-S&nfW8de09vs548gY!KVfc29~8SQs>&8ctxz(Eoqh0QWmZN~ z$T!R=xn6g8#md|Ak)`1yi;cBR7Tyz-__Er&rA6Rerrc`%48nZQCI)p1y+sF9ZB>^= zm|$zNgKo3Grx<@yqGLc<+9e833~9~rU>tXrQ>KdYvdD7J_rH#rE$T+&MP6L zSLj|hT0puD<^Xypl*jvf5Lnx3=vlSzLeHaUb{=$}IIUvt!N2ZU=9=XTUXll#i&aTz3sLNGR# zkf|0bk8XV!C#TfAdy695KBaC=8(Dwzzoo)%0OD3vX+DZefy{9e3X1#!7PtA&vP2BY z16}&M7Ne}fJC?bs9}SQv=5`KN%QKAiHYl|({Qy{j_W&2j6(Ok8J{N9QKowR`#C|(s z2c7Ynru%b7=kH?$lAY)ZGXdn6V>)&^1M#oXlXulLRtOVcL+7HL)hO3CH7h%iGsX<~@xjB5!{pZOaY50elsV(; zsmW7uD63d1y}K&ct=b7$r20X1p`55q-YL9CGi*E4JtM%z%22`aH}^}MDTCXzN_=HJ zNJ9Y>$J%zQ#b!+E5iMh_%k}wBM1O{f#mF}kX$)`s0LGP4TRDJ2nocFW1b=0XX9rj!HcB-(TBS+M=Z3V^aLqVh9&DG!a^ z$={k+x8cE5Yr9B`WX|NNG`)c>5eH33E)F!|h>~C72A@i+x(e3q9*FT$Rh=#aVsEn~TAO?ZgZHDB&ZF z)>ofBTSrikT#3jM`mxW5GyW5XBFmwlTqQrVD`=In z+s;?|mkXdbvHy$;$;G!8*RItPVbo@B&9nqgNe} z?FYs)9tC{kUJlwYeicy>6JU^>#D1YcTRpS~HEpPAe#99%F#YM_rU}DV%^rk-e)MXW z`3~g3FZ8R#z6&p2{7a{^^_1IGjN$8$<5cH5lX>zqXHGIlNZ#T;?`HK;d1NcB^qQMb zQeO;taE{4!FXC78r6Hu+wER{IB1601?Pup=>B~LnpUWOS7F}q&G-nB}^OISFjT;mz z^RXl@MiqDnEXcsuO!;NqajJr3>?}A4k695gH^QV4Xh>q3KzDey96>gZPLHIJ(+!E7 zbjW~ewb;@fO5NX**fQOL_@Zfz$XDQ1QXwVH4FmTjiXQ&NbK~0MR?PNkB4(;0PpdnP zO?|t!w7!V0qBH3#CFLjaoE%<){x&FUZe5gOD@iT1oW~t@C9=Fh65{!OWjD-(b#%0Z z>MwkFIr`T+Wss|RDPE#v=%sVZ!&;ol5VN#!H(bs-o}r2z8cfWxzBYKJhX5Swpe1nY zeCIA`x(<-$7IwrTi^7*#0Hbd#eGDM`038Gf(Q7jd@63=JEz6@hSIOFI1l>wuSxD#q z1dR)m`pKBpU=>NzHBD%6!Kt(P8ACa&VxnH)^=Jkk*O(_RE$};ZR=E`QGxRXySI&dk z9)S4eaOjSwNEF%5X$taRK&;Oz6pJja$xpa$+r|njsfPf)d|4ipaNxs%o0;|leD73Y z^FhhXS0L3-q*x>_Q=KL*2c29qcn#m_%6CC`+ zgNPc=>i>{hfpnkq-ytounhz_PjJrIuhckf<__9Of>*$BlGtH9>zkR4)m(Aq z)_0u|GF9%S`o3M4U8mE){Q32@x^#W5XU)zfi7YALaZVaXY3=41Qu>tDz5}ok#?K_- z4xFSwd9FF+#j*gG*7*5EmTQ+A`BceYb2{96`jv1)g9m1Y*(-vX*Kewgy>A~BN0n>#GY9&J=8F+Nw2HOD>#dSNJ1&?iMJ!p?8xn&KU= zT6N3aoqjm@{oiTe>4_|g#4}vuoD5~jip8W)c>2m-OqI7Zb~6YjNpveqgxS&Q4kr}g z)5C5QzxJ7QG9XKYyA1{S2`(3}Gmc=F%pg)>sq-KXTmqUdT7@>g-59En0TG~__k&zj zj?DIpEj4EgkMBp?sG!fks&GLxk`BQXQ!z-#@7Hv{mA!fGJ0yj67e5?T?6}g`{$6Z! zJ$cq~i`Ipq#CG2i3=ac4(3f*613{s3a=lPxRerM0tD*KVre_^m(&r9t>C`g32|@vcTIACU}`fi zqMhO4KCdpLF9Ab}>hhjoeD>{!u~?Kjg&4h|ZHuI6teHkx2ih%_u58)|nr~o<++b$)uj*eh`Adb1&VpB}N}-$FJa`tEe2U5L0)rou_=o1+X!)07kAKHhTt&zsxTcENMjkh&XWS`6H_w zUnm8;5pFbTsY;ceo_M>HziBw(-O%GN;2v0P(MI(cY2fxVXB@hTy4+ao;Q|2*#+Tce zP6)c*I4R#kplYtdI!BEL6yM?3n(B`TYk5oFHiDo4a;DOWhqsR(LnI-cCX7^s(>r~B% zi@f{&ZyZDZWW)Gj*g%1xi9SJ|T`C@IXU?_LpxkLR9`U2OStWN)<%hTS$ZN(uf=-dB zC&>El4iU`~{U|F2jvE4LXrfS{^ZNg(xLhNk_&Lx!&eaoR5B)a_v2gYy;kijUl=HVo z=^Ixbr^bS8U`4#qxsr@twp|i|n{HhacW9z13hY6o-kK~%Z(IfHH@EspXwp2#1qL$V z2Efgpha4*f6nb;Y2KXEd8PA(}zCqWOpnA6{RuDGc`KUQJipv<8hw=^50Y-G{7)&&M zCUl9K6a_epNGft=j>RaqE}56NfjT|RjT84@==ux+37GVW&Rh+Dq3ZE0F#}v?zqZIX zk)b(0{g645Sx59XR<=~b7EJSp#h?&iGWT}#S@1!<5WQh7xH|czo|QdtI8qnjv?7fHE&uevFX4DHcb| zYa|o&^1+C0S&_2r2CTrHC6`Zq2*fi!+lP3XDhDK_R?S(tHgF5#nye#N_+cfvqFs2*l&Id`w2rv_NVqL0=S}YC9p(t1NV|5No z&L{V%!15r(d+_dP1ungylPZ-M;=lq&BH}#E8X%noV#q=gdTG`F5*+w*&Kn__A51}h z${t-U)bRAci@+MI&A-g4BVyhPnhU+@Ij)_VYdzo>*>vhm&PL~*hpMI9l+L=?*q^DB z>FSRj#H*6$@`?Ux$|)~WZ}FX=K)qxw+sA*fQ`L|fr(qXpldun|k%Q%mzRd8xY&>CU z6Vr*%`@*$_cTUY?$6J!F@hI4@`kN8|Ansn_#_vCl8xBAQi!w=a*!(A$!~7i$x2}Cv zj^XGIXjjo^M^Xm`&kzh=%6Vjao5T65s(F-m`s3`;xqgLU%xZLvecQuU%G!U zf^l-cUBo$?7`wpYuLV+}mm741z9;deE8wM%m{xwRji#TOsv;FhlXB_%#A$fU(_OX) zPgZC@;=O~9lSzLo*xuB59a!nVU*Tt6pJ*-C<5C`sQOxeQQVs1pja%rxrvG|67x=LMI>8Z=!-pYesNy;XJTzveEuUZ&T46V)d6DLW^yAu*l zzIwHN5M&K{xz*P)x5Skny=p%KV$*yNoe)xH6wi88JW1gTY{8K5z{%HXQ7Lq)+SA)p zNK$pm!y4@NEo#%gDZOVSxseU;TTIzJ1y5(N(b77?%tGik&XB} z!j8t}4iZk7C`Tr4pbjXYsvm2xvvVJo=VF<_yFZQq_~F}e60n)3Q`(I?appe{O{s-} zl?{d~2f6Gq;~LJ)hbDe&iwH`8MS~m-wAmVKy%pibxCbSLXU~W57{e`kjMd}`(n3N2 z1V%O1{G{HPGXvlv>`u@ptw@|uzX9-cvQ-456|4)SDlUilnE1fk3e-&ESw&YYEh~!q zM^V4?#BJ=dq7RWr5pN)crc`bMi#Z$k>aW#f=5JZjPH{M}p|E+MIWt*phYDDmJjmT} zaQT;g0_1g_AOZKGtnde)EeAzEjUH0&3G+Bs$$?iMHz~Ni6JHblaRQXWm|pBl21{r@ z(K1_PNQu<&C@~dA?E*Gfb_1VDTdG2Jifkdy)|ekcvXVbT)iW0O$9bBUq3F_~x}9Us zsS}#(-AEMyi~lXwH4LAo3r<&WlZAj$xgbHc!VT(=a6%EQ)>84X#Sh^%FUe#^%z;-a zdZtS~L5ePyuecO|@XROvL#_RSACAp6Am9?ru`Le;=s+Q-)22KthZzW$=81HM-BE2z z16m|I@}~SZsJ1nm-vou46sO>|Q0r^{Me-66Sf|OjbdWd{nw})D;2CXk-P7$7Hz{HSvH} z(+(1Lm8r@qVzu;M&(V{b*yJVnqJY_975i3QuYChZHs%GjSN#(8;CLHE1EpBNUE6Ry zKNQjp0S0Mx0Sni(AQRfkSpOiu`dYzXOog&XP~?ceJeQ38ogZ7f7`x^bYc*3@7svfm zQjMsb8|*O!v~HVV!qrF$$Y!C5iK#8WZ56uo^el@UuaDOuc%BBRm8;&DB6y^D{u;nd^s+jY*6|UFfv97-@NwCG>nB#kI@%`j2_Ts}0wZOTmIl^WPZ&Jh|L|=$qMxCqzj8h> z70Yr8WzxS=wKGxW*J#I|V*6ifwPm-}*f>Qi*O)zb0u(LNzsOQ8t@A-Xz~w7CD~_JT zH<+?+E)N2y@ib@2mj$ReO!6dp5xd}!O{7ST@7#jRH6!@x%CcQN4{|xO0~p;NCV~hi z?Xew2*eavt|EAzs*rOwv?V4QP3fx(1C(2%eTkqNI_)Vk9^xtkq#_Ia|Hb!-Z;`$Pk z#gPMj>HKf}!o5oIlC1?}!)YF`s&PPwDo6>~@%_SpzJ?@b}3Z z$1g&#v<1@MkMH$zo6TT&S)TW+ay)S_PM6`~ti+B>?7xl6C~omP(yWlAZY}J7dsKd( zgTk*Zwn_mW>WkA#`;D6HP7Gh5L%y#1HgB4n*;J>VrFGu@2#gV@16jk`E}#aE zu9yf3){Z7s?Hj-+Bi+mH4KS8()g6`q~E* z^b#Zia=ksKPCr!4S-3`?;BLH0#&J(&T|)XJJf430J%|K`>^8L+oT$US&hZs@(Q_SJ zYG{acpc=#VS(e5+mz)6gYI`V9IOlS&8?U7VRRE@RI}iARz~7dhcsFGYmiX)!5iI$~ zt@djz8r*eE943i>Er3%w{w6HV+&WVECgN-4#C`(N{dcd>XK6M^h;!$_(rw_Fl^lj# z`yEHNO2xzZHnZQ*5MO{VQGH!WBCq+tmkJ`j2BRfUbUm(Ya6UB-M21qKCi23FgmJsd z2gC3rX>NP4?jw!8t=S-xbzLKrrUrnFAi-emv011Df)_h0kxc?=TLi9gO;}bmAgPiv z>mi25WWq-9vCu3<&&9pVoSEO!z>CEe$#VTdh-_yNE``D(3{@OIEWX3cMR4%~ON4}S zS_BNI;-ywkzt;nhid%{AM^lp!lyfZkmah719BW4UL+Gk_4|M@yWJ^I_9{uM}IB9VS z`kimRqcv@LJ0O$%U}bv$*MpRSfaql`AvMF7k6KO7XhA8^SjGa^5rzNPdigFxi_+%9 z`6Z?^o9+RKq$dvST8v~Or3R7&jH6nM7hAshtLT-e;)?`=n(-4Hp9YTrxD*0Y1;o6| zRd%bp=*?`Az}lnaK@df{I8Uh*f6Y0cGTL_8k+xH*xShyOXD zaa(QbJEet@?FLoa;yZGuOC3~Tr<9^DH9Ng~uUUF@Ubt2y{uLN7@=iDmZT!U~Pa6|f zH=htZ=*vuqr*D`!`5sg|Bp6;Kqw16Ne%qz|88&ED>D<;i=1| z58?-I-Y@vd^-&1n-H+yzwOz0?aV}w3U0ou?<8vYN$#{}V_DsdQ8O$@gZA(9U=jYW& zBcoe7(^$XM5pX;GmLv0FYQt?`(m*upS0V0lp+B+CY-tsP4YsB+!&vTgZ8ozRgGRUG38=G2h{N#u2JiYd{Q|JOn(GPsbM5?KmmrT@dFnxp$F8~Qp|4+*u* z(Uc8ot~eKa_ILuwG)1d#0>ShA7*t2VZuHZtO9^K`Wg&&^|8?6)H-vpVELx3m@&e$e zMUa@HAyX0BL2c~mr@KpOl~=8_1~k?c!kjb=w=7jsiKlbfxk{ICuv{oTAszC&)#h$O zsSZ2NoY}ULjqE;gYi?iRtpRcxiq7)Ct%sw3g?L$f;?}2aJ9!*KK1Q zW68X_$bB10V^}$~AJ?o1c@~Y0f&7s5gV+PbPE$mH3-Ck1j#cJ^M+%}szuHYVAWB4; z07ltH<&#eV)(peXqMYs(MW>~}k<>7V72nQrIVxe0cFEEW!Oc8_0q1I>eE^6*3A{zk z?OF!c@0wm&aWbt-w;v7x){=bQvk)`r<-^k?SrN1f?}Oqt3*yVY43JfYb4`psT%h}Q+1|t(TbDZ?4L+uT zZ^3;+BB_yJWZM(kViE&WP~WSXP~WbOnUu41@u0i82=7o`-Ddoyc3{{EdHm(3Km{Lr z#a-`cW;uim#7w)(;7$hhA$+NDijxwf06+Y75;Ey_2V$rhdHcraRtw6Zp^wWgA3@rp zB^*(N^w5GWqU4w5;a~3+Q=h@)6x*9IWgZZ!c{`TW)?&HNcAS^ zFJsx+Bpl)7NFDBQx<|dkt0Xv65r#eetF+ezDsSq%g693RHlm0pS1=4K>}AzdWDH&)FlvHMx?5WY#Wt?GH-czP?%}KH;vjeLv$MtKR0knT@(x z;8g|y7a?L&A~c3rkZ3wG+kLp5rAVSltC#3%+j9OrK#2$MWDuMls*eY?5OI`$uxD!j zBmSRl*Vyi3PYl7o>r^~kHxi0149s9F{U^ey{1t{u#ojFgAnimByAl-TqO2(dl5?k) zK1y0>ck!W_IlV=k5fj;}n5-9}QUsgDt<|V{y7Z6R$MH(cf&^6FF#y)KK_Aiu$rz#l zzQ-e{q9?Xpw)sYatR`;R7N<}jt7`Q;NP*0EHAu1_lK zsNU#NjKOt6@KGfH6@B+Zq%61;w?P?5Z32Z3f{@lmPD|R6WW*-~H_5C3ZuR`0iz#K= z+QI3s03;3$2cy|TKTIIXJ{>Zm1mCe}Q8y=6mO^cL|6-kqysS&)q$TOmIg6Ft1O&Ad z^XRBc9#_7hPXLi;ww4G%oNalum|9&@;q7}h` z{m)}8+DU=cwPAR%3Bgx(@*zS)UY7B7x^lZcZca(GQ$5f|){OL}Hh69@+f@m!>!A|? zLC|B3K58S&kCr9SmRpNcFWks?q8eyj<*o$z7B!C{KESU4sm63`V9)CYd8cPTi<@RG z@qcc6K2hM-93Jex#1b% zwXp&5dc&`3uo~H>HHX`|?}Qa)oY>SMb?UhUJf(^&iv_ULjzHh(|+hS1FxsA;YDjPK;P3f-7l!CNm85l zu-@)M+M33MaAJm5E)u4x%be$?x*-Hm*f9#?0#T!Kj%9R1Rs|wC;9W>24uAj_*A9)W z&UV!ysBjxQ)OvEb{MA8kX!ciR)W?o@QXQ>VL-V^Hc#M{dWOT?e$``kDh%7(23O_MaIAdO1C$bQ$o?yP1ud$9;MlXyo#IYxlI*u1I%F%de?G+35USae8 zch|MLA5>SOz?O@1)743>jL_D9V1c0)XBXZDCB9>eMp(Me*j+>)!Xh)F^u!juP?Uk< zR847$zSnOj7xHeL|H&*LSX%!>`sj66V-G!Mx2CLlGrE5*0yS)m2nE1B3eIOH7KiMs zYoL|PnT)Bcr~h=SNyE>th8|poh15zzTZhZ4LkfYp+>np~5Ly=od4&)sv1=h!OP*wgZDz3?3z#Bp zX=S&;2MAoz{FwH`oc+`)Io?f}Korh%kauNrucTcR2+n$)oETiBs&ex9*3KP>%>nZL z!KBaSAgz9TG`Qqw#`&$KWRqs;0Fm@lx+5e3t&76UbxJ~s!}^QCPlTseL<77m2S=1# zKWa-TOv9ABZspb`JTiyrPKp+=>Mz|?u5ni>)qC%CP3IC(ShI+3Wbmu{!cC^grFslJ zOS1tuN*lh^Ahkw^@qsq@_qRQFssIz7Zy!EI?jMFrPA>`oHm?P9e^=u?f_J5(Ja`{+ zDZ&J^q{*$o0vz)*L1&-`Uxnm73IpELW<^lghH<44E2Yk!1W6LjF7Kv;f#!Tus}S#l z?$0Z$T3t1$OfB1h9*CL>#D)-{;b1YPKHI4_diJh82wU|L0B4TVix*k>s7&< ztyRK$IR64PshM!gwH-$8C3HUKA=>d*dsaaBI{v-vyYV21ufz>T&m$#dcn?Rzm(p96 zbDAhyL3qU>BU=#JAmwu?);i(gt{UIvH%7F9Ou33Si*H4ZTXD;uQ`dv6E{KY}nVW3{ z_|yvv=Td^EP9YVCXGktTi!b?sLW}I{be2ZwH0ImY?QB!cYm``FvM7FM`@d>r#G|W* z>~#!Iz$@__Hk?7avp?@53@MWCTGJ$d-EtX4N#Lm1lM|4&;}TP5+%l#LKNFrZ7-pQu zR9^m&kC1!h$Y^{vu5PbweMS@KP@Ftql=iDb$KCC9sXmGb2LRu^=K=WkCh*hLgjL}~ z-r_P@Tqdlt8y}0xF{wmz$vc0pZ3V$5+f(?|3P)lc0#*l57gNKLXq}wWR|CDEbOSX< z*DX2>J^R%NiBK-}yDOWvXlfG&mu}%`r}S72>AZz-0~jt*ybi6={Ws8L5rx~S>k;n(7&IE;Fy3LPFimX+%Guk0p&|I z#QoH5we=m#%6}4}7EO>k1lB#D`Vbs|I;>y00)sf9GS|ApOPPc>H!M?Oc^1u26lUx> zWl+X{2r6gYd60^#BfX_tfKU{M`dY7LsRyHK`@)`QLJA({^!o-C7dJU&gF-M2HrvoW z8|yxzT$@Gf_vq3RmqXi~zLb;s@VrRjbE9(l-c1PMl78Q=Cq^tBOZQ zV3t)eMm*`)v2*AHAf_B!{B>vBlZ8v!gTdQ|`KNu`s!S1f5P#@cMG+ykEO%JMUUZcKP!g~0t1|c(5-HISnQE(!+nx8`0QhNVcH*|u zH-7R~n)#9H8fMVauF0uLm!7Tqlf`(SqspZ7Lu+pjQ(FMY)RW_HLnJl%qBk+ddJ@fxPLJvSw&_Cx?wUVDl~yD~ z+5**Ac1Oa9_d{RpL|1rToeKX>Q{ufZ`j>3|j`N_vZeNqWE8Z8kcdnbyD`2jf>{{sj z(|u*E3V~48D2~AZbV?%42BMU{Z@uQsPwFSi=IsLtqt-KdAYN5=PCk1ZR^IzQ;mK}t zGkyC4VcPhB%&^XXGNhYIQ&V=CY7Jfk9KRS%4UtrMa7$00V0?wXH98BGPFAseESa=P zgx+@mueMGx;ck1`aId?H(>KJ0v~M$Diy$r*K`(ZR0peru-WJN8B_v0`#pITHTDzm4 zSILZwrZMbs2(%S&w(WeN-jRwYLVkW`nODbha3wrNx2jR*t1)I)xVE3{go2}EO$NS- zs=rTd_9p#?%FIWDlHryMGAeCbR4o;!uI9yiUN;zJfn5GtGo2XRshm5wrw%5N-m{(*xF5oHE|6!}o4BPB8PqtLXf_SCp-W(ZTD?A}^VCip-ONP9bXym}BX1)mIk zE_h3{4!#1#@?)(4yih}mhp+o<{3Y&zSFQguKfqtVpAKTuV{y@7~>gT2mE__(AS7?JIEmaH5+-H$pKZr>bs!PVr?dZS*-lo9p zAJsQ}6}0zFTLeI*8b@-*t))H&m+()*3B1YtgGksL&2hH$AVh(+hAZtY2f7@!Act>6 zcDttROiwaR=Ebe~^)#4q);|gBYbDQhhtVzIb9upN{oZKDN6I7tJvdZD?1!Ksv6b8u z=I6aVd)QzH`9q*bpG`UsrKdbu%i($CNJABMY{_L{V+ugTq+}3T|wr$(GZQFL=wr$(C zZQHi-dUkepcXsD(%zF_N6#mkcw}z3~xE!yu=C1mPa5C7;ij zh-(OD=h*H633(;S`F|8@l+nS}0Rhzu>Q<{cJaGhMR@>2qy+;k0o=G^(TZq2Ra+EMo zwx=fgmLZ^stchYMFKjr&8_=Kp_>ngfqERw$$_jVK7~GCcj)LMe;SAKm{+kcXb6J0& zR`=5!cmuP-b~LB%JbBRenu`GQTFEnlbR14ViH6hb5Ty!}2&rA(#r+a?*X1o!t=!xW zkc@z|Fmj0%g0b`Q6ZfVHBwAyZjUXGa5HNg0Ysr{D9R!-ARYw?vN)Hg4AT~+|qFKjy zgGOZ&NX7+Y+(N2_arnvnF^Jj4PK3POVXaS3H2OEGW^R=tynPt^`K0cKE>v-?Um6{N z6CJ^er)2f=z>sAQju8vT;3|8#*CgDUHQ?mPt!e-*>03m5gjP%7qoJcM4de~ukKWYVnX7*3(L@`>e9FIf2^Yrkx9&UIXEk~ij=H5_<0e5z-q>aB2D>yb|^SGcLa_^Vl1I6yxkvw zh6oAbLYlMpI7&VC{A@_bZGS4y3-j&cgqGV5rqqLrw>Sjuihv5ry>!%Nl}pog=+K=1 zvq!gjL$aAkfu0uK2hvG__bx8IfUA#;uZ1^vz2!W9UYbz2;8~XK`h*(>fM{z;P``uq zf?|J(_(VzL{hNk1l9^(nqDK;}{X#FNtJ!MVOCUddV=YAF_FZBq1llfCiJS4ww)IX( ziKu~ycAqN=d^AyFk;>z3M~z3|s4S`Z*dZgErBv1^doM$p*49w_Ju{;^=PlQUiHp>- z0DLV}kYT{Hy5|edld1aa&n#=1*&_>Luyz`Y+alE$S`w&Y+`=_Ba&Fp=96ydsCcMO| z7)vswRro#kk!~rh=I+A+34q}n#)QIN(vL{{0E?O`l4MUZ&>w@F7L}NxW%N(6a*w4)W)z=J=RY02c-92M}m6`2IJ( zZmc#Gtq?MQ06it}d}e-PrU-3>*5v?=Vwc*+Q`IzcaVXLg!$3*;c06f^pXMq4LU1G0 zj$|Q$zgsh@FuABwR!q~Z&#cUTuf&^b>Pdu(I>g-rj2PJ|Yylb?l=l+709EIP z_mVjS5sanp<_qWLaID--)IU)J@Z00d|O7LvX9lrsdFbRrE?G*ifFXtgfvhy%gq@Mz`0upEir`S5K!4 zUdAk|HL`|qM`M0hQD*N1vMR3CJdSrUg);o#$0$Ofou*~u-3ENsY&p(FN??@J|4Qu= z%zQ^Mk0yVN$dWF^=)Rt9^t7j?^L&CWlYW!KU2I?gTtY9lJz_9q&m$SqoNa*)q26{U zp!bgnFe-4g_boM(XJYK7(^FX7?U0_k@(+RVe)JZtCRWfk5rVk??EL3BuR`wWFO!LJ-E@k$S>`> z)-Zc0pIsCO^DyD$GhW6?cJqTsr&l0h3C98B( zt67Pz$@Ccj$*XjxXwba7fie`}cKXP)=5f(3hF&bml$O|ny^3tYx^-YE)ple)Q8 zG!J^GDT3B)dge)n4JA0A+X&v;bLv}gmZD#$BWq`p$G~L9%VNI=fTuS!Q)Bu$=jDxi zUzF9Ppafj!cH(a^3q6f~0TnjvuspzL`4F?=%xl^0M;CyZ3&vDuA)90bqXS_aqpTdV zYEe#MFx2?rIOWJ}XvycBU}g~oD6`-zz4JET)I?2zYaO3f{2Kp}KENoJaL_;@Hn`kNMM?pPoUm zzdA?C1Y{Z0Or#iGJYTk{8VJpNOnw5D3DK+x zEtIkVBCPZ*9Lgr4{a}m+YM#+L^KXxv$v-~aItpn9Yfni=u}Gc%BL&3-n#4RM*u^|6 zH2N^J&&|{&Pb*QvHVLW^{r*xy92fGOVt}DIf*@aZlEgRy8zcu|c}OLI%?9x7@=|Z} z)wJ~q$;GM-X*z&sZV&TWsp&dQjl}HKj6!uwsuNYi&EuDpnrKy1Ccyv>6dc-hBAELG z70kw3rh6$&Arh%MnD)?^9y=DTHJ)cnO-%ti=?-y;3@ zbsxj@U)E`sBDF zFp~L7N=KSXc0Vl_$dD%%1hK1Iemc56K>rEFEbI9){yy1Uu|=L*>}8O!PK+wnqbKG7 z2YvBSKH}tcScT$>=z~+2)~LG5FF*BLgmc#)@Dlks z8fx$Toy0%l=~3tkFsQ9aCuaOIPXvCf)0HbaQ>|i8e|Qe+>$2?0A)ezVyf9A#vr8Ve zZzN|=+3WU400mld@*8AmVHJtA(-7p<1Y>Ku$5}IRvAa5$0cw zV7{~MTH(j0hrAe2f&->KZMB~|b&TJ;D0$ZG5+?4*%iRc9hUkZQ4X%Y{yzkrupHOQh zXbzFC`AwNZ$W>cywuAcAqi=K@Vmv^9=Bv9DQ*QU1J!wSW2)k!QtQ1K|`Dmy>f2NGy z0Fr@JYX2y+Ss7t8WjykhXt}^5NC&@ta4QMk*)Vjn`6MD684cb&PT4LO$B2DP<3#}k}lpu676ZqbsRy~Mc-VxF_!`TJYs;gSF~qS>56$EH!w{c}aaF7=rm zu=IXrfRaS+X(e@SDQ@g~W$3CPqd)ZRO^7NU-&HiVaSndpk`LZW*_rsCiy~fV+-G5a z`mgCN4p?AYc1M=FXm6~J#MIW~ZLcRW64hL5(AQ!FBr|7fRJuh0Ca;LSo8UB}MfZ|Z zV0Ym_0TkV9+qtEF!ZQ5+0L^{m(w@eei043FrA5PD&Zr_3_!Y}$ml7Bz*@^;QO!j#j z9L&FyrJF2`bFioBdz*nnv}smLtG6#KuLebs;4ct#B;pU3Koqb+g6+vP{Wu)O-12KS zNr1gZzpd~t4n|v>_H215B#g)ikyS4p!aX(m62ROMGkG%d7PY`8LO(Dt;5e5r0Qj!N z6W=|Ur$@2w{3lC(m%J?_2(v1Re+b-cS=PQ}8Mb#$Nfb??o2XBwETB2NpFQl?9QV`2 z%<(i8a}9u&mSc~qgyT5L{W?eR-lr+gZxT3)jbNk1r^xa>?yidKsR!rG(CGn-UD9YP z@*l&D!{cDi6<8TsD8B_lEslyVoVvO9Q)}*MBOy8ZL3N9|tc(0L8K*UAdgQpXy*x?k zGvXv+uTBD}J=o&e&&nlc@C|})%eFgE;YQmaf?SfleEOPzGgXlfgUYhD;}&XFNUay_ zu_AYrn;`9}bZG{mc&zS~K?OQ60h-pBpO2Y{CdC2;@Y>@*G6QTl>raZ^HjoAyUtd3a zj+PkXHA^v{X#!KgC6+MIYk?bJBpR3=r}wc|0j;@*gQUT3Ebh@pX~EX=2Nh(n(}POI zWF>$>kO2SyAOI-+hLt%`^kxq^Dt^SCmrJp{J!| zqot=~RHUP2prdEgVPw%^VPjxqWz}KPVWnkdWM%oM->74ur*C9oPwil8?3rvNt0}Qu zVS>KCVPxai21cUl2kHzVZQ~5)?Cku5u(^#xz@};Y^5-v>qqoTl_NOUN=L&V1u8vl- zujRJVwu60iz>sgjNB{tS0Nq{tH!9sha*I&0hy+FM{x}UGTIy)al zf4*oWK2UnPFphO%K1m4Pag{&d^1yR|c)dOMs(}3E0I$72KC4Rmcmb|;irz3wVf+E3 zzl`p@QQxWP*1Oc80e(GSxd6ajThD}ibbWqR;jsO@@lM}Rm3ser^!d6Ih5!IK|DwOv z3HGgk>H9LlsbPi&^nvpcc`w41fZ_cZ;(FKn8ru54{;}BarKQJ0*O3XdI;kTABRO1Q z=E%E^8z4xyQN>5u1Q6iGQV|1?Ge9?mH!K7?7$O*&g(MJ$!j)lsL&nf8wto!#XAajw zRv8nV9?J8K@X4rEDL=J)J|k2E)Hel;s6X7}UvX=w7HaVcjLIp6w+d(zAG3ye;>U}v9}C(a9xJ?5ii z(0KIj4$mKd7%&+mA9|KG$T+8W8iEVfQ|8@olFbbG(;_4B&YNY4#n3Vsn(Ynusuqk3RYyR_u zITk#2FB61Haj-QNhRhrgloTWaZ=95wMZ_qq)kqa%0Yi|Ts*a3vuKO?%7|_}88A|Y* z_$6giXWuG#7IHFBB>^eS>LgT%7oE$d^PRR#?3bX2k(D1L+;S6Z5H&`Ud)b`Ufs6`T7j&BKtBa4i@WjpJ z*1}Qp9pfOI#fb_HtjHgPNiTpDh?BuK7ru%#7h1c_s5TNNhbTf`h#w!d@w}~r+Jsj0 zuiM!)>nV&01VwRJFqa*bh3aR2*Y7i$V)czDp`;!(mpVCQ~_= z9TjdgHC$5o_D>a}uq_bi$sUEk zG>;}mF&e)30DdBCSj7)x*E^sJ$)xx#w<$#xDt2?h+zY;sZ@z(~M{gu*DT!BGt~vth6!z*;^7O6OIKqh&R6?V@x{AXMYnmRBKV9 z{UBCGp$6{o|B;P0G?5D6+4|Rj=CY`xHc6_Hr&MB zHe5ab8=pw0RfHI8^!g!=J-?)n>WME8OQ~TXCZv6W*R~#ix;4zGpzOrMX_}`9>2ZSz zdg6UDlP)Blnw+k6mwj|*-(;tuaE)tAx#A95Ewtwo`b#OJ=}6BY?IQgbCbjX_nyI>} zVTR9g{$v%Z5&=;1cJmA}5(&7?C`k(?*n7NZ*;W>U_hFk&7{3LvQTRYac8~L7s=pHI z{xzVLKrs&obd6`GM~=`Sq!80l();t!xuQ71l-n4*DvedE=){xNF>!JYR-K#TIPT1` z3~}J)eWQKey=O*=MG2HG;7YACU*f(_Sa2lZ0~NN zFcwFB$r1ypy7f>+Ma^%HRl8o*`tIJr2Ie{Y+OBUHf(;EN?ZD<{z1rdeI_G+S@Da{4 z*lmb8l<^}b9YgPg|HuPz|C8XaL(57JAion#xY`TFO}T-z38-vxN#_FHo(uG1*8v}w z+@z8tC0@8={f8nEcOjLw?}cF;iMj78B-X=rpG=Wg_gGbjO@%?vDm4!jDYB?g~DCL?_TZ4+ss>a*pM8DBZ6*Au4tt?HFvBtB<$L#<*l1?COPpzu z(Gh*lsWRFh&Q5sf`HHL(E>SLTtgDi1{AKTB!o-m`qVyUYji$DJB|^UCTls=iauX;- z$L0_*v8lT-a=RMAtUEP*PE-(BtjfMXyEd-8I=i8CF*R4?twkc$$xkv)w|t`QJv;mi zqE^>M=oI44Wt8~hek9!XE?Ma*`#RiXQ5GJlZHbSXfoeKzizKA=xGyRFyUE0;OQt?L zX;k_Yp7?_VbuB1OGHRn}@(%_Nx_frp=as_@EmOy9%v)^Sk#(FH^$uVgl6(Q&6RYMu zc3+;RE~ZtR(TTx7i-$%5Xa4A@0kWtAJiz&Z;QBl$Cs6rTkdD*iFavi`Arfu$E~IYA z&=`z`d2mbYmX3!OD4rVPUY{xfloFtck#YovXG@fJsXxYB`t=JW-fvt8~;z`}IB^@~p#!B<;o-)7lvGUYPjxe^gj&%jlb*s^7lpy(v z1wH#DX2xnyVvrKtM5DJY0Zqknr?f6=dH3UpTP1v$p7Ca`+9i%`mwC+IywFRP9)O!b zeWNFtO@0eb7tzw%o^LrSOz;V<-&tcrfQsWwLC#VkKbrR6J%@Ug(eV$*@iE**j4KoJ zu6_qo-Jrf3C17Mc?&x77kIuwiHyHN^m2VNPojw<4LF7KDyiiPq41pdfkvvXoF!XKisxu@WF?oKAvGsF0?Kn%4u~738Ut&LfcH;o`;;8 zMR*f5A)Zo`#3Feapj9C$i?Q-h51#!An(m|s)CbR1t<2>_E6x_)h*!(_05uKC6d$dM zi`<|+;u`92s`6(7wrnXtD5F){asnB8H`WV$t6+oK%%iAx>~+zDuQ6!Fe9iqXV%;wJ z1KJ&d+@6EKOfs^V#8^hBS$e#)|9k7yT}Wk6@W?I%79t7AWX_Z#3S6$+#>g$9$ygMV z*M?@E#Lj2?k|yqSqyq4#4*}u3%#7y7M{hBDERBPYjgBO>t&~E!W<^tl$wk3VNAXoU z`V^o?Ds+*T0&JakBl6m{}{!^Va`j^ z%QQo$0)!woB~){i!^8O^0(wYld-&PezVYT}q5$9qiy-bvDdG;wOI}aD9oPs5Qy6H$ zptnUOO@r0UErsf6AAsKP zUj0L8S;!r_DX^#vU%l5)=Wtr&!_PzHD77<)zJ~LZSbkT5)HkVP279MheR{x&n<+Z8 zRA3qvxdDBw{lTXTS;X_Z9%|U|;71cxo-eKPbHAX3_QSfLw)n3wHu1Q}p0=`Y`+5On zu>JjVH<=BA8S!9$d?;t$NxIVbCCp>}2s*y7dQX_vZX>0=U-2#bc{(XGkTEzQg6qv0 zTVttEW@QfsV_t1z>BgW`POFD~)?V7uZPjG07K;MY_2ZjVX+Lqrd|_qkJy;*fSG~Ci z*3b4d?bbx7kUvRzB+YgT3mu!B*t@T^wA$aYXBKAm`9t}#XhmZr2D*W=yddaLa(sDz zoWi_j2UVvLAEzAH4gX5V&E7(5B+|kYvYyCGGM+?z{n6!3m_mdhX1ibq#{Kl?lPmQz zlM4-4jH8;H!u;tPr!u~1$3e#HcEGo%f+y6dy$x~Ra_jsg*Z=*ubfn;FUndPokauzN z0uLRy(9HSi45x_y#NE}}skfo6*&CsmD7&Q}{8ZFMxp_4ha6pp4csEFZsP%Qe8li>Y zz=pF4Fk`~uY`HPc$U$7bBj@{x-C~nSQ@*Sf^x|UbHz-1POIOo3hUvV7o@R$!p0Ao? zCzf;xuI^QCoMIC#?g)oo?WQRs`O}LzBqIe^DcIbF!-*)LMXpVa42ePp1b>OV4^Gno zf@xk@f-|Jn^<@>V&N=&3c3~ny=l6_bP4kD|6YK^sLtCb-wD!oj)t^c@i?viDoDvz( z?;{mjm;wWfrk>x%9@OYYwE#^evdwg=Ox{W%E#_c77>%Y|ZYK{JJkYk5+oq%Y9(E&j z(;CgTU6p(xB@1|qmx8uTQM6b=`%AJ7fEZw$>uAgEYSMJ1Ssctj<}g=$SA@D`i2U!L zbEzzJ`_0%_tU;5I!OILBLVm+cxrY!4^|n^^CIy#I=8^4%!=A8FUfF*LXpC7mN))C@ zo|*JZ)PBbQ>9I3=#G+7u15pb_8?Hkl9SssTdvfaLQ48|o{%|zP%gmbbkjlNhi#2Yr zTylf=`i-P2gF+%6c;uA@+q&2?Rh`$ccQD7Gm?Y~J@$t*eFra$uK+80u|AB&A-=iO( zrc_`MZmnU9Puhsa=ku)sbOu9ZH9{GX<%8q>_+FqS%|e8O^mO^NIeAMUo^$=wb8iBE$-UY$e}*0Qs6ckotAR6Bql>gsrGlm#Gu4GK;(Ir7=5)hxlE~bbMo%n7#3z z*@U!HI8OljYl5fSOz4%MBw!YnpOU-^@rLzQw7|5&q~J+p*7KjRy|?-<^Emw;zwvhI z5Y$GETpPoIa!frTE2ciz&pIM;{pK}(6Xd8JS*On!_V`6Y_aE3$3#eBJk7pG{GHee$ zF(-o4-NtYWkOXIR_@RSbQ{A-dOUJh1SHTy{A316JSPH{B0l3sw=x}!3Hd?$7WXwdq zUmJLSO4?yir@cP$c$XQ_<;|wGVY^PkrgIb^SRbcA>3!FV?)0mHoDlM&H$Udw&YqAj zrywesI5oCD za#=<2A#nsJ(6^q2SU3LI$`aYH*6u!b>B8 z1ntzdIUe&I)#!)ILl((v@CBl67~Aa8=c!Cq6m<$cXd!08oadiD&x7+4acwn7uAcfJ zLdGKVd1LVB_!_ys4mLcVDo7JSR5u9c3m<}Y*-ZrNM`4<$oYx**ULuo!oN;)FfBvK+ z*4_o8~x}XD~M91{tR?1T+~n~qr;6A z7k3RHBf*FJM>X?&INq9aIaa3uVIEApmYFDfS&J2e$-Dhkim-ax9;HwyONue=_+gOhDeUk9v6ZhpZw+xQ5ay z0hiG%6EN7J&Gl!Fz$<%2T~2ReXB~LSn*eR(uQ3gm^)EiGZD&%tJ|S!`t~{ z9mlVN))SI9>=y662A|{b<~z+X6$v@rh&vOG%`ja+}LdBJecFA<_G}9{NV6z4le+SHDmp zrpV@b*r47RSJxB;Xso+OF&I4~GqI@RYvnrz*D2bnQe8INsCgXzAYw8r&Ca67u!56r z_a#ZRed;XnaFrt@VIT&9z`#!*S1uca0rp*Q#lDHu0>jivHfDARE1rS#7lW}^9{|UJ zMv-EC7*5t(bt_!(Hjg%=yu{+-x3Y|R?1BusBJsix7L)Bp)WZZ7PT<4>o5aKZjpG0c z>72vDlP15YTZU@a#QZz1xon^4w(N+d1^-q&n7fLt-H>RCu#|R7`x5J=AuD)&A?DM< zVeRrw+Y|?N9c}5p`ji60|8{+T=qLHiP3w#hb?Pv@({$?r{9*c?08}k;n{@|aVl5Pw z#F+9kCv2PBJUEV$)-Rm1bq5{N5+`rdm#CNyrB0fo3uMNA?Jct_?D80WXMfCpNK`QpArr4XTRFe<6%e2R^6*LuC}RTTOy`W zW^^U=aSSl#iP==VNR(_Ns|io}2hV`t<(CkNTpYnVWD{^>c4XpQI+9LI#?CQ#gV%>4 zR$iL9NJaLabHxm6l>l9BBNdXWV7qR(tL$V*!F6fnGL?bWg!XKMJW3p+hEulJ_E+GCjC?j4}B zlwQi#yG$eI_^3PzS1KMf+|QuAl$!Yw3lz$K9pX+&Y!-8(^q9=hKZPHGC!NU9fTa4h ztxd54%Pg`w(#He`i~gplR(%qGDWh01uK)2GVSQZ98hT*UnXM9O1cx_x5u30$x?Nk@Bs#P zZ=_7q?~hSzD;Io>;>h8Bu^5Y?XRI7sCIbnEURF);8YnsQSr@{A!9^n2l7sTg2&j>Q zvhF2@NJ2rCLdG$D82_ZqY*(i2x6Wj_EQP4m^F8oXnzD>KVoE z6u7;DNQegHrz!{t@gVnh?!PIJyvt%$(=Z8CC+AGiZ9J`U)!p(vaOoOFG2?Lou=n`G zl<8O5utmV~DH{oCk()X=R8CT25%S}OOc|rkLy1wC?g=$)IS{^i_FeChD|@*|`ww06 zxOD}rK33U;NEE5K>G*O&&~^wo#`^{bMSn2ILt3q-nX0qTg|9(JXD@T5L`XDE6@AVf zx{ICC>1kB`4w=&U(G#;4IG5Xnt{NpFKMJ(f9ouFnxS#&nU>UBLP)p{$m8|z_EU$zV zi>Qvfx>f#CNVYN{>IZk}zkQH~EohI(&d7xEAx5|QCCAyKe7xl*y zWDc=`Da%>jMA!sS#1QD%Z1*9jsGD3wX5342JJk=#ue%4tTTmFV(0nzf!T)^}t?0eA*z4 z;|&oyw&0gY1u9CQ;vSkFWG1n)Hj<4dYA7K?IVGCWjEXV|;A4fU0wV_TSZ+a@%P*UW zubHa)l&3|V(3B(y30vGE<4wa(K3gva=oH_3l})~4kjjQ?^-r|}OccpCZaT|zi#w4^ zOOOZa+rr%?fM+kf&qx{l3yqBw;FyzQudlRt2%987W*sHZ1%;QAiOEv!&=CpbYX2;f zk^;AGb4J&!53NKGf$u0}l-cC68aX4Rgia-?#RSd(AKq4~2RCLzYAf;#+?q)bxr^-) zv#G+xCvxK|{Mcn7EQq!`$Ia0KUsY8xp8Gkf(^H1sHY5m^&np}EMA3#*V&m$wto2C( z&Y;rF`5N9A{)pH-990>h!(Kr`vj4;O*oGFI5w<786j2SUL6vo5!-Y?2f{HQi(dl~T zLr$M@+XktEgJ)3wsb}pqWqfDVzRsOAAzSrsg0!}zNj~oy>YKwYWW)q}{R()*B;&3O3$!YG=t%w2JC{yer^ zr*jT9+hFizBP)(-LlzFWXR5)@_s18P_9u{ zvrEJ~q~cLis+EV`pWntKUMgml4mRB1#l?gz#1ipby8LU?TCVE92qRN#Tg%gR2c_r} zW-uEfbrtu|s$c~WbOoGzUe_rYXXBMDFq6!us%+VUr%4yTPE%=MfYMcxr;E2G$&2)TR zc9CPWPwOsDUxLIgL*r;%0P$0eEY}!`ik(0<;J_V_yrLPw-t?iKav6*5DwFl62uPri()eIUyM#i=&f2H7q$@7bx-oAR8q~wxv1J-3d`71O=cN3T0oBQm1%qe20Ml8(xmigzs4ogaH zG|Q9b`k&LeE|+q>!!=g?wwGA{V`+y(z1P@iP4D!J;E?4eRGZHaDH~A#%7B=i-Fe%p zJVp(52b$>8D!WinPhBY@d}i!c>o)HUsl{(=*V*qe@Dn%^ z7;Hm22ux+W#`{@M(VG6a=AiAs1M&;k5l*x64+RRQ z7iE;l=nRKI4A98n;De%wB&|7>Vv-eiS%AAz!y387fd^e4VbDoV;e1BBZH<>Vu~Tzb zoU`6!8%8s{Z0ne5*!CLJXK>?f5=5#bOMr5fxt`{Jc6cob6pY2Z&{E6l@$-`0T`mV{ zG(W|ckHWm*2)kjNvdnv3)^8FjL(Wrx-Y1~u*nz6x>NtDaY~3lCEitBH^gA(A=)Tb zP=`*EuS3-RVgh}C40K_{;B(7RN0td8GRW4BlU-=v71~E;5Kxe$;r{LK79P8Xpbi!8 zj+p~yLaXwEy&x;P$oqgox(%86xN$@AfhS@|E4nT_rlaPBQ#RxI>lrnrWau^B!DY;z zXuuOxb!F)3Bz4I^AoVQ|D?#@pNUXJP&i!QV^GINlKq-Tn9B7qLO;#;-BfXD1XPOFd z=6$1geK-@mK;V@M@U%YNZbCKe+Q3_Ld7&Qds6IWQ)DSG)&xrz(ftT@39{sk9;*Yq~LiC~d5#VcSL{svP>*#RzUc zEcbq)aE}nS`ok@7&~vlI?*8P-Ot$HkmI=esd8bPLkc`0SyZ&=8PCdo^ zyk``(jnBO$UE6S)ymSeS174td=U+aVc=tPdyDvWAS3kdyxql0L=u@qf`3&| z!wM?As^1k;;8}U%i?yTP3q0C3Dyp8p>;?z3 zH2fXvr~!gPq9-EtI_hVpK;zjWagl8SWOkiM04jIz$QKy61 zp;iSByRGC6^WYpERo#J5X*cJrpSHGueRyQjt-|{JDFrvc@z=hp%|HO$fxzA}O;>?k z;2d$nNyJflhtr~}wDEb4B(Ne7)h7iU9-PaI;0eo|uFvuMlhSbWv!tDD$P-SKud=`c zi_2alGB^XsG6LsX=oYv}gxfqF9E*}2Y>Ay00?J-cue%A7UgVa9K0t&0#W)q0saE5j zPO$j_M!t%|?xFF$2$E&2;0l9UTFF{|arH=ei7xY-a1ULY;U|~ z30tN0Si~l`9J6P~WT^)PPY5mGw5y1!J>@IEOegzG37VU!=`+^~>8bNN+DeBp{-my^ ztPKv%Cqsn2u*MX0kr67{&`c`zc;1-Urm|+&a3<1o6>#LUP@9zf5F07X&LEQ zzp*gJZ#+zgi9v^ro|TcF=^G1UqGe!ZVg4^Z{tBCAfkHqFDF6ZteK)iJ@Bsjj?K}1V z?c<*nqeDk)sUt7K{}=Y`Kg0G{T~f9|7=yL|0IYU@h2Z`sE!#I;5%BLL{?EGmr-Srw zy2RxFk*uy#w0DM50D$4|X8boz-;de8CxicTS@g7)|47rlZ@ARVf8hoHCM(-F+ZO0w z9jgDN2mkvB>P+W}seaF}k?;2Rp?XgIm&;=Q@1gpilmG8$)O_aOY5IQvE&u!H#`oEK z|Hqk2n)Uzd?}`d%iq>d^=gWep!1}s#awu zyC@|^4S)my0Ehqp5C{P1A9?;Wp#Ngv|K)!X0FeJ>#bE#d{D1jBWsrbC0igeM@1LRl zmmmFqnfRX{<9}o3{xR-<#qj+XtNa(k|AGa8{ENN)XTc$`0Pueb{;#t7a1a3DKW6{O zjp4um{D18JpGN$9E(re1{xvw|pWlxN05BH<02GY=ZwvrHD)@it|LOnp|NrZN6zRXx z005(r>i_6}80dd`3Igz-r2oVJQu`kT25k&S|Id5K#&8G#Isp7%*8&0JNC2?^QO^L- z|4}Lu4G9%OPF6w&LN!%6LT?9qGeQ<-dEfu*^#xG2GJF9vfqnq=1E2DY>1b42$x=fU zUG*5Q0--eW!iZ?eh)jQk$q)f-&@U>N_11F1&ynR691`@5VEf`4xeZ+ucaAh4u|BAk z7_j29Wq1B2doysB`~ic0I+9C7>v%eh8HCSXEmP-zv^D8k*LIZ#W<~%S#)z&9u%jC_ zXhX+VeVnfd49)tk7TcX6w_Xya4)meBb;^3hV0x4uL}tsIm54iMsZ-tpsQBH$EJF?3o0@z_gWH-I6)A!J8 zPZKKo@|8ep8$@PW+vY;-kIwR$^?`AqZA^76hG+6qI+^H&zd<*%E}58i>m_a2E_F!iH?9spY*c@gbNyLaL6wMAg-y87)`_V(k`2o@1v3}8 zv+`X_P7P9Kl3^p1PaZ_ed8A*(qk1+nzr1rGejv|&avONbL~09y)cyu}FNlPXw_zZg zOlfEbS1j%!4EP&c#l}I(ykC7Diy=j~s+}qm{&4v5;ghX{ULbIZLx|tIhHz67TKiciOBIB%`RvHC}kc zV&6C#tjbi;+8UnEPZy+7Tr^*@ymx;;t?z(2i#vo9T8NiH`){|cknNyYx>~2q4AjO- zdIlHnWYJwy>eJ%gI9-1w>P}&Tg9jgIdf`*$$n|YnI&7z`DaE9XFrj>C@i(<%j2TT( zL)x6y^1(;wxT{ttw3hzP)>`LxQphN9qlTbPHgeiGkY<(>*`~jLxGGEPnz&|T0(p}Y z?Gbb~c5`ScX148PPE}Z+I?zNGEYd}wK&V6UDb63LFhsZ;V`kADP;%jGVpoAEr@IoI zR$E!;sZzd4A!TiKRn$~^2qL+I>c^}Y3q|e4|H(&=_?o9}uHX*fn%tsJ4GNA@7!EAO zt4QUe6`?~Lp@<;=ZCR95Tfv&4qO3I9CXHm%3qrz#IbTTfv-)dfCVaz`^cU4^GA(H7 zd22hfH}++DF#p(vYS?9CSX{tU2DO8=Y}d5FA{xPpsqYGEL|YiL*j(`aHB^G2lP;_& zMOqlqYJ3%{Mh`)Yhk8;$N1RcC_n!jaQhr{DFF1>MFNsVj1DKNyE#%)HHE%FBFBz`< zflJ0>TY78DaAuz;8&kmE!7?tQzGFEhbb0cf0&?^0**U@q9Z*WgjM@=3+noYjo?&|| zVEKG)*==uN-wIT3Nq|Jefu<21qYQIWE1(#NLkn+_HUBJ4SiITe_XtBQ7X`r}43q5{ zSf{yd+#uGR;fPFtH;lx#V6Ix^A9v`tiDB0QoBd>os6T}{UtO?6zE-$dx!Z!Nzja&W z%5c~tAky<3{}$GHIe;Vy)DDW;)=<><}0^P0F`3NIe7{^rT0S9v$J)QN}k@9 z#M&4WJipC8+dx^#lXV={=P@-Gqk=sN7o+4M5Jt}`{!}&abc+4ZD)|nWZbMBuyUlzEz@7@}l-y>$ zhVgSDI|k^(SYA}h?P{GZZjmdZxE-btDL~6y?65a?PfNsXaTJ(B@(&xP!o<5A3D;Xd zOb*ch$9Rl2G@%K>L7nRzZg^s*1)qc}~O~#2(xFoF;x*J?21+ z;qh*et^1SJ7s&dN(cs)oU!zLeM_ik?<8im8R>s@=*ujnOd&9@^QpwP zjFsSH-Nxu-a0#!&(ci2fiPw4TZImymwoT=fWj-j3hv*ZUi+JEp{XExAGz-Pg>fW)? zC*ag|umLrO7@kbqz|ORinF-wot^wRGt+<`#Q6}#txgydTYrGeu>q*ga&s^jsOMoyq zG8*f4^{j9dTKg*!sVRfT-LXcCI|V=krJdgCwW8`LXu`vne!bcU(SjrVBRiA`jy6g@ zdo=6U19*|Kng?xS&SlbxGNWOl3VG?0v4s!1^|D(ciGvd7DoPn*%r|$a2`b^5?9h#= zsoA${IGn&)UA%Y_JYx1$m^a<-F5!ifzmkbHs*uz~n?}ozJHY9tY*E}50a~{g*yNy7>ISNwLgv>5 z4qY2YfjaHtk^1sRv+o%_1up|mkzAqICKUZd#xpc0Mps?(c&$uQY5;zunZ;)v;I41qpNcZf+PNGrzk}29FDC$a5)2`jqDq*&^dTe zANxWvZBL~j<{-g45o>^7OO?%U%?x}U}WQMYUbF;&iHJ$^AKFUt_7 z5~e$J$I}#{m3U4rPR7EcO_Inu+zJY-31wk)$^}>ua)vKbJ1~Qzjo1aW|4#*!|J9z< zI#a$qOjQ0A(HZ6s@@xL;Xt#VNIOV?>vAFqh5UzmAs_PYLWTXPvz$)X zjIdm-XzXluLnNWIQP^|sJ`*`%;V*v?#T@40U1KF5nl>KP^FJd%gBJQLl6#H?xw-5J zs^Ae+%g`rVXkZEmFgt=G<9?DnGHg@p?SJbgK&z^CFg@ML8nAAi0~6T|xz=gqN9MgH zNLPDuaebSJu*Z$o34Sqw^aBT(ScJgzL1Lps!YMQXAQcrhR(n#PvLuHS*MU(* zQ`+4!@_tf(aILix(LcpS`412!9U;f1OGW07TWr zR!jtr3#DpmTa-9cmp3sykX*Fl)7bE1F1{s0wz^waA zs(C0)-?sy_x#NB+utK6pkcCB)D{&=}pJeSZt`yGf8LMC7GyL%m@yt=_UX2`|$h#Y} zxUqK1R|c>9@vB;tJ?w_2kH}7Vbr+P48Ll>PM`N;qAL%2lpKAG_cS|}YX`A)B&K{+H zsy*@%IsDZaF)*t)zmH`DKzFAACcQ5E5>+j~P#Tgee$IXFtMb$;iQc=iPp6!?y!-Jd zS&Lk#vN9z9HYbQdL^Aq4s1v&>xQPP1$IUe=`obxz@JQ~T>ZUY_~QXUCN$LLHkr6iK&^GOvC0puNF>2VYxIH zFmgI1rN}n|o)w}hUAS6aC9BcaTXSS;%|TZdz{L;OKDI|2Z(pGpmhA!_)vmeOYl#E{ zRI_x2ci(I8+~9uoE6WJQQG8NE$4G5vE=JX5A$%HpA0bhxZ5C@5B^Olp8g|(XREioS zR9kgny?(~>w!(%ntBRau5WGu^pwC9Iv4)+IX^(@9Z?q2x5Hg)@)5ff_{A1R>&5LyUJ`}@atHMGlagM3%Ya6&A^#6 z$??(LF&MrF(VKD+&vci0BLeh^*rBP{|php{Qd%WzeD_-i>ur80wI3CjajvYnob|D z3&dC4fbZuCQr*9q)EWE~`7^fg60{-F!v|8{3Oe|-=Hy}ngaOEHV?NE0#T1#0S!nk% z7c9kur>V^-HEKUo!eSOPN1+&!6s#REoWmR}^nG4nyYKePCke{c!zr<1BI<*B+%v|x zJPn8;tLUn6694xHtJ-(^_1j)3y)@pH0^&#?$4dmv|{HV*n0jQ@As`~$7L9Cmxo7;iiV1i*Ge z*@TP;E1QQKmyh{FJ96R=16wy{u3B;f$(l1Amte6{?y%zI$k&lD^F#x7KYa;6Eezxp zYO%*N@x~v91^jqTUd|ks`C)ymo3uJP zd4j=Uy@LzWFsjR!(ZF;#J2vDgoDvMz?{~B577V@yYmFY^>>{Y(VqVzr@kk} z$=P^Kg#)t21!_LCf1oeEfCGM{G;c1%GI%LgA_G)l99DRp4|UvJ<7W2nY(+xtCcXpz zeJA(dXG*V$hRPZ&qnk<%UdBhm$47wzxYadMLacu_8tVF(MGyT1Ny+`=_XGo{*rpzm zs4vhol5l9MUyO|Q0vr4x>+;6mY5ia4<%x@`H7g#C_?bj_``?CHE=OU2tgk2`t;$G< zgc*-7XG3Gh4~ptMg#~s-YxEG`-ie3=7#lkNsw}XZ4zsHNRkabHhP`1yD*Bj^{idVJhsPa~)YciO*+7z19w<#wn@@mU(fz-ptf_c?wdp>GS-F+HV7c}5jHz_aBnS)`l-3%K($Nu&*S$4+6HtZ}kJ z7~$0{oc*>w0iift3PG z)2T02qCiP13c+cG51T^(ZFr12cD3i`4C#?@XE8je$>i$|D=(w>b1!*u2~9X1msC%g z6IpOoG?Hyl$PCh{joZw+HdX$d;as+a{xx$O&EP-ii33>RVOXly z{h(58&nj2;T{8nXc7E;AjBu$o{Jx^$=B=aQnF0`b)Tt(i)GPs=!qBrpDGfphc-6SJ zgAp2^#=^Q8Zj5zO8j|_vMC#7iw#>+o_{Bg$zGa=Yc&w9VLOUtevLu$q}N$3Ys`2Yo@gOn zXmkzX4sQiu8}vYTR2~XEx}l<*7`JfX{B(-RGoza|EDgB&DZij|3cfGTt*gM>->27g!~ zMJLS|jNv_WIctV6P}0GbaeYYdOf61*!M2H6Em+Y^se~cV{acbl(~h_e01pFZ!~-7E zYkdl)L;gyqfIv&`GV9#|xpx`$euDHV8nt9j;0ismv(+O={FQ}dQr99-r29-LOr1sGUvTc$#vkoRMO+r9TDqN`?C> z|CYJ|tCLzSneaW+EG0T9C?irg<_(BgMm9#Ar~I}?c}UQTj-a(Kd$Hbn3Qot=;}?=4 zK6f3{=99Z22ToeV1Td!}7rb|=T<74@%Pw|5`3>dxo*et|euu6rFym;+wtZb0$G^-x z+0|P{&3|iymv4qBHuVJk+}Y(be04f%-XC`6255)0+xM+L$-Uv6ii(LY);Rc?g45)` zdkgRA}2CT41Da79S9@^hvLLQ?lySYf{m1j}l_MD|TC73=hAxzbwT% z1N!d-h<z|HR&i|xN zyk+8m&#vJx+M#%a>Hd|CXV@sc1T`6ky|U5fh)>K*ZjGkf=XeS}yoGd^%$QP6&tOc6 z+%o)~Co^*KH;my4XKIGi)7PgVn1NB8v6Zj0xQ}u=MHuRgQ0b60`vf0>cZw}Wh zFk#saez``53J#i!u{D-V15fFyt)eD>Ya2<&2)KSV)6C$ADwIc(2KoBtor1Wg{j1M%Ryw^E18+3z4)UP5j3ivtHzvZ3dJX%P9?d@i`y{!r?>7XEFVx% z6y_FedgE)QLYuh?T^nhB?&ZNa2`Ucu1D-L9&@7z_=hC>~+XaY`bBWIu<`*e;-nZuo zSv05*WrVIbuJ!|7%8h8hV9ywa$x?u$L0W-HvBhyUZ=xChj;315ZJL8r9<_{Gxt}ke zxSVLc#Epm3lD}lAO0ImhvXJL?tq31hbi#n*)b)9NS|1n8fFw13#2rvw3Tm}X9IgQJ z?nsunCR(bEk*7eYEfAxAy^Moih)p`+`Pw|Gb#QY9v6J+X$socdgPd6>=Ef49D%ZpJ zdM^oxh-WLzP>zZWlvo@)zvT@Ctgvu(>-^sr=f0kiM#<~1Apu?vX{G(nC|poA1VOTY z)eo2)&$f$c{(23HPGrpeUP=o};tn^Jl|X%|>knEh^{DQC{KmN|K-;4IQK3GzA+2mX z&O2spZT;Dz_$rC!m;XTI(gl^oRRyMiClC?8>|r`~lwmAfOAywsvIx_X#sg5f|C znSVu=8%TZaZzF6;S+ul5tb);)&zr`Y;tK#nkB72)Ol?g7L2ia3AVH^MRSp*+7LJPd zOxTMGxhN-Xca$8SS*|*fz|vr}&svMDUmL~7@Hz*~45BR7x>hRTI;h^=w_Q0F^&j*V zvTr~vWRw0~Img1kH-RjIqQ50cR?1k{x?N^1-kU)E_?}m87y)q|BSi|O5RDS#a?;>w zBxvUJRnb@Eu#`qbiR~{Zb4|Sy`cMV2IF7{PTr0sV9;O+r#P3$8C-yz>vUyBVxq*Z2 z*Zc;~sP5XD#Z~STu3tVDt?7+Q80OD@oAZ@NC6UP&sa7S-P`fT)M=d>&ymQ8EB4YuU zAvvmdflc+?0eQ2Mu7zJ>{I6Ycpttkvp*A*kmqMy?^lpz`gRqW? zT>t^zPTVk4!Rc9vHqE|VEo>ZqC1dMe@)GWjVvLb5)l6~C5?J-Shzy4pNJJn*d4=Hg zn!{*YqLKs7P$*YNT#^NklPvsCQUgJQdlO|n){rm)#zdmj+Oh8i>)i}*!H*+c1Z{A` zxxOyqRE8EI6!rz^i<`+E)kN~l*h@)`3vA(g1a20Xp${3Xn-XvZ%Y7rC-F|@ZSprTf zx+cR-79dT2h{t#U%~bx<+wEoC-90S(pphq7*?y=+mZBdZdT>~i)cBONh67(B3M?+I zJEW9oVwO-m1v~n9Z(x`o%gR5yCl_fxh7qI~v|9`ru!gUi3KcNP0|H@zM-ZspU(g&* zPNfkdZ-?S+7)ORsfB87uCQ#DWlR=#bY>O3Y|Fn10-n;Fk@3&9xMs}s_SHrjS#qZ~I zGyHL#Q|5BKO#=pk2d?i>(I^f}iMEh{W&7Uw;+zj-F;I6b4(7S#5v8e{6Sqd??(+MtPP!gN65r#(Jx|3sq zv%|?cO4ES%+>+q7;@9XlL!y4>So|wY^6}ey`1HW6FYnoEP`Q!R%<-RpSs&A6Gu4#8 z1yU1$VW`-d--Ji~H z5pFiZS2=Sz8wJG0eEm=&dv9mJ!jr>oxGpTQC|#T3OmtzVC`*2Rx&6TwD>v?2Cww;} zT-}0@Ir}!JLqgI3X2bkAP2MiSo>-M)W+L_@DU_*x3*ABz?ACp{QuyAd;9!StoeHgM zf8H(yH3wes097p2s?=s5tlXEE%^V>UYYKB!_T@1bVT`~L&?VSd8mW<}PUVGtdb0GWUI7v|uT=CBl!S%lc@XWwCAN&`9}vbM5C_SSUZW1 zzk4INjiNAbQi$;1wxwis3xqzU=z+Kpwbk_$PQXSH26lz?WadrAyE=Xy-*-^7NM;-E z?199LBVSVqA{#A}PrcoDDEs>x>;daaX!@_Bp|K>M`dp1N*37>6=&79Wq$jfBgiAls zOO9zmlih4npO+QpgujfSewF@K)iBYpA>Vq2l`i^?^nC$7pK$Wl0om#mtFWa9r0F>>5=DGO z8`!20?^I>0SZ-OZPxlu}GgLuE~&#U5AZ`x`f zWB|DDMCqgu010qacfjw6RV#dCkTnIR3Dj6Yu;$YbL)?nN!f|Z>-$wt%{tWS!L4l$J z#CH5xL)9h^=XuDknMLtc8b$A7KE2vGp+Lwq@F)b*M_n^HqUL5-*C!Ta?d^v$^*AOCAjQ*L09F9LK4VIC8@- zf8GvpklYu{^j$2mBmzpf9Zn*JU2)hj@xr*uT3^$Lue}~yf8Dg0@^^k3)V_@nqVEz% znwwNtKm=Zkh|WksB*^pWLgE%e{?K>{Cb80nIXaNv2|tcoiL^Kdx4zsi*uw1WakXqf;ZiCl3 zEOnSfF&>m-Xj$7znJR_rvOiDCHnkV;!1^Sv8AcK;Frl166q*Wll)t944?T@$$w&W0 zhS1L-747BV+GWlnI1H2?O0yjTbtfNfh@q?}I3Hu_qF3YvX=^rX)PD528YiZ+Irlg+ z7T3ld=61@5s<0Aw(h0JI8L9G>YqyE!F9X?$=J&co;Ah{W714QcIr0)QgPi8`C*geE zJ7(lA5fQ8}_rA@G=`D**h5~)DhD617m)#z)EkC-H=Se+9{;Ky2-c5vsMCn98hnq0& zR7JumTz1oUx^Yx_+dDqUdF({9U!)R|O3#nGa4p~xsk6c9p)02e<_ zTNRsTm4RV#u%{jSt+AU#0QceY;t``sDbeT=Un+Yj3gYzz--N!@n%;a6z(y_RT3@)= zk;&2Oeee0JHi9&A%il%Ql8Lwm0iSUitPeGqtpP~2vc3i8WSn_LvF&uVUi8~w+`0L4QU((m?Dt!wEs^;X?tMO9j#&5_%Yf| zv_T{ixGfs68S}4jNwp0iRRpauJBQ+^!mj#B>k0&SaZX6NVsX;H_!)7~pbt*ogmq3u zlLJk9+4nSf`flpev72JLGa1nHFqGl=GbHR`3_heMRee0x;Aco^YA<}|>lf@8Kqy$GfRW~K+UD_` z3+}R9UAl!g$mQ{=1~mx&nPo9zg57C(o7-Yv%oQiZ8*3&BDh4-gBVn^}lcZyRJqW5) z_2?bjHFn~-IDX(uRK%k;AM!x$HkWW)S=naUMHJCoWvim6?}hX_=;F^ zrq9iO!cTd8*P-39zhzo zWQYs~C$DAGjJ$iJ4HjUdV!weOl1@-W&yaB=Zht|M{RNSq9N>o`h;;0WX@=Xbnm!pq zJK~zLPKpUX7K-q4z>f{*kS8o4w7@Xhox;}DI9o1qTc=S`#JFD($0N)})aOtRj?jL5O~Y{q)5}yMzuxw5(fG_pl$NjMJ)P zfEmjQRb0GVMwz4Xg!0GxJ4Z1_lYU|MO|&CB#NCw7XWN4oZvkGDv~ohsK(A|z2Qt$g z?uh4ZyDum*wKzepFH3Pkowwa@=-429o*Gc(?LfLs!r}E4F3+CMwW&bHHleJBL>iv% zeTJ2b6XPfdbjm|n<_W8}4}$S?Cb3mC*`E@Q-!kjgg_!3os8~f5N?l3p^bG)H&P_9r zlN$n+DKleu>nJt_efY}FE?hCt?n{_DPe};sR4ImMn z*XaV3bk%e9sI#DWHpOgWUDqs?z33!pj;EdD$+Z;h689=E`}2_Rqd^1YwpMGbTh&(2 zt@wcVwq2OK;&@BIKta&T38TdCv z@FkD2kx{a*v1WgJ=^*f}Jf^T3sc@7zJ*qg#bJ>MNj`hEuAciFPq1zFD!u#b&GPdD$ zCfNS<_!WNNDj>d0i#h*cSD-;`?&HWK=4;gUtGa1DOKzv^wi@Ya#FM^|1ZeiwXq{43sx9SFK+ zh39mYtcF&!C-)m}fU#DeHdmEt5Z;HS3{P977V$kml)_hQ?DM_|hV}L$bZi$yV1)F; zmi#AbCGOr}zzMBnN>bpKG~dGzk_&My7TyJq9s%Eip#${Tq5_KVe9>z^c5Tap-RareH&la9LnrJSaX^$sv5_CQmsh8l|laifNh)N<&`bT;*e@fNn z5rLi{ywH{_=CDacBUDYt`?irIhUvDVc5X9R9P}{ysR*!!hd5e(96;=LXWWkqKXc)d$lf5MampK zV}JeBC0ofF%7;l}&HV>^^luGsP>6)Qf4d%M^qp2JW_$V}p3ACUnL`py7aLWW!XLl_IAi~j8A`G7aq^X#KQ6_Gh$C2F#T>kSOOZ^B1&4LT!@Uy)F*Mw z2SV(~yEEj%zQ&I$Z^JZEu6LG5b7XPM#T}(9eF30Cu*MLZUXWfTF(1<3K&bIa-gUO zAcnWm=}aXSFYioO8fJGt6jv`Wa-`}5_!a~sAVL3G56{j(EZx(zVK78%Kn@`(*W{9@0*a6Ya@ev5SQ~hRs$|95Lq!t7!H;dBZ+)?SLr&aC%)q^0ju>>_3 zK0#(HU%?i@maqhK9X>$}MSU3tGFJDF%+>W_+wztfuFvziLYX+zs2=u7t@u;G*dOqm z6=~Qa+_))PEuFn$&|9I>e(6^rZd{^FVC_>uu4LSTMTi(Xg=!YUq%u`?%lA&h` zhPR*(rMMYM9*)ITc7G5Q{~G|E6uDVpNC40f36u1h*L{313z|Z()JK5Hcb({Y{OwBb z-kNm&q=YTZ7LUM~abdL>{a{^f>UY(08#hl$+`V?ZtG>ZEmRTvD(w2WG#PQ3iBPC}i z%{Cr94-6R_y(;|1g4_L`>|rS(P9qaX-pdwCy7Y9@mixe&{sq_qWne`)aTDe+MqwK^ z912__U@J1y4p_)G{;~WEqXW`Jgi?HboM3FJa{B5+Bmk%8BLJ<2QI?e^%t7mVuRYn{3bS{HkPL>Om)9j6gom% z$qjg&nMI43tC+NF;zHutr)&{eDkBw9`!nQ83=_Oi(uZi(9%B@Q_<#tMQ@-iEq>=Pc z)xlHp?bQTnF?m;(g&A-{s!v(ES-7{;LZSK>IjF{_nv0U$r{B;MKMVs1mgJZr19U%g zx*+ZA89g|fBFE_IW|i`==_tXVU`=*UoXZ!9$)~!EN<$S78`T>6Q-KnsdW@?hky_u%IF(& zkvlPxTkxXpm^ZDHxs7XKTdof5N~ex>Lv5hY(Tod^O>5gdi)yBbSWoR!&R6wb%baJq z4wHH(+Z|o&0!ro5Cbc4%Z;IH4VJ+1g%j{Lv_${z~$u5W;^Oqk1U<`MH1+mcX0Brtw z4in6}V?F;l-0qO@PWG2PGf4W2%63~+^fF{~nGOf)g5^c6uoLM^&^MXcwdU1kW`?s0 zd-gn3;+Eg8zmO07()k2qX*>`hsi>shVMQDT8q?y{B9_~b^^|efgz>?eW&NT*c5j+| zQI+AVlT}XL-!u2c+OyRtGy9(0W`?O8k8D^aa~PZ9HHx*YYS}D0e5%ERn`p&YeN`N>1wh4HBNnU5v%Ry!fsF9AneMIUQ7k28#VuJ_^F=e+V6CBH^!)lOOLI8eO!%qP z<5eqqMcHg<-ZNOqTD~AhXrhct@M(G2TBAMK4v4exXx9Z}jwom!X1ao79s@P@kQ&Hf z4_ta1%k#1RYkf#BGqIfzF9YOmTJ2$eFkIP#gz#K9az3$`tS|Dq@Lv2Fp%pbuj9&!N zB)`|Q$Aumwv=WI)EsR7qxa5hTo_zxyF^Rh0hZq}L@MO|bc{*$PAYblZPdMG1mQ6=_ z_g*Q(DcU*9*l}<=KMhxfn0Ey3z{NA^&f+x;!>RwB%5W@kW-eDAMwyL+97gA|DAIeE zzo8wE25NvWNnV{E8Y-rX$OLF#ry2asiC4PDzB~S_S4QUcNX#y-gk_gQWthspOIT(s z{NK%yY*J=TGk38{$j25n(N_9`1w^i)4( zNq>!D+OGr$a1L-7aBv6%t5%WgRP~%fp)o(Eo53adX$urGh|#WiJ!6KV3nj-?^Ha#^ zfm&m_caq*HpIG!zUGPfFKOOAT*su|)IIVtMM1HA~cUe6oPA2dTgj#AWAN74v%ugSQ z`mY7xZYU=*!w={{{q5NZxtW-Ge6dVYCRqG#bNW-m?ZUxX;1PyCV<^+F0zct9;w0!4 z^cbFLL27Z4%Xc&^pP!5s0$>kO2-R(`&Sg9HHU}NV_?JS8b%&ZjTj; z(4pWdTv+do-f#3WQZU{h#KQ@?3r-8JHU+*yv0zUj@OH0I4a@X-^M?Ot$E$d(j%e|; zwSyx&>%LZDyWz@4i>^-iJX^S9|Ln_%d!iM}nM8dXvZ*RbeF!{~VOqqk@yd+9;_UW%kC&u^QSv@5~V0Fe-@1FZ50 z+qc0HPvX~!hc0kH*iaid*SAaBz`5xk9>7ZB*2Mmwc&8C5r7}^Xnfvd28AnPvDRU^r zh!@7ERwbRm5lO3MjP_qHun2hHGKRL*2r*=GR(8KPcdL|qIUY0o%0qy~a`&NTYX{D~ zBnv1CI50j$vSG)ga`h89(^B87em!scSq>NBtQDee+m{;Ibb<(*reh@=mvM#;RLh#c zn%YdjO@R>2`c9}IdE`3~nx2O#(L1|>ciztn#}bpsvM+{Wq*Ww2&nwUuDUzh`Xyh@I zeNwTV<@ohARcYdkUKGAgqm6lttO)K^((FXJ50zQV!D6S9^M^ptEOa6!Y)c!7y-cu`+d`d z2w~IufNVCk1e$53L3Fl@f~Y>jSl|G=!*UC!`1Rt4d#JNxIN*VX^|E6DS!I3Gu$HWx>xQRK3HX z9~UJjye)`KqE2<`*wA`A_AV`1&h!bZZ+aASQ|(s+^55(GiE^ti&hrQ^?#v}wkI6a-sfDaOb|C`$ z{7{SVnp=nxy$7A=Z$TojT4}``a`An6x3{q{~uloSG6imJ9O10@AddZ3s@V)h?Q$-5if_>1SdEt0m$%QvE(@Nd@js z>lx8zFV<pN*tgEKO>|g^UjPK~} zNv<5bHt`q|t~*GBp_<&Js3b@#DzsFN`@XgvR-j*npV$emF1xR5ig&2a_%(!;n+Dts z4*4OMuKN&N&1ADkva@47X72pW2EDwsMxSXLbRscE-Ha}Gs;WISxe9oI z{Hoc`hhkPf#-_4Z07ruBT$na|?wZmH$d<+=>kwNjkaf+mj%gOXjjWJF?L<43avLDd zry>;0Ky26Is_#=#$QvR~<8C@LH|t6L=B$^r9toQ=h-Um)0&{I>mT>byun-#fB>llZ z5seR;Rfgh6b!N+1V?rO6@NLHjBWpq*eg)Y#^1Hr#y@vRAF_Vbq#Wj%IExMSS{E1iF z9;{Bqan0^_{adZW-CJ37dOL$oN3M2s;I8%BbN~ zfIyi>rKNT4s;!M$A?$^ z)p);glr?O3O18&?;vu2*DGMh(Xf5`MuKQ>>`Jq zP5D^R{%qm;LUCbfAi7?$8Yhove4N6GAF9eehS%GCgkIOwnhmy+rd3P88vi|{+DfU* z|N5X>&)STGVow*8%2Nuy689+4E|*Ta`I*@&f9iRzz{{~oH=7{+b?{vg;WPEyS~)cp z5kh~nCp+!JHcQJK2cnW^xf9>>qrHlfo7}>pa5mL%iX~*ivWvLewI>}>kX+I2vR{6C z5MgrvWDsRQu<_SQElXt~O}a-g*79H*;|6ALkX^Jv{kFnvde>eO`$dZJaXRp&O%o@b z#_PqXo^#_@_Y$!~iIrX}$O+GBHs10j$uuZ~E)7e4bb@_76x)nsstq1qqt$)Iu=3bn zl_N~wT*fRc`R`5zle3eeMpwH`nckr6pkU%9`=hI9<&Br(m1?RRa0SXo4X@*cjY~{l zXJdQo{Xc7m$VBn-<(%4M%~%%tQcNKrLfY6HyPo+PdU<4r$jUl;4CjRNPFx&YFs9wg zS-Cy3gE}X^gK*^~uLv*iMShl`jtw^#}3%0MDB8}d2RA+Nr_W~Z{u2VmP7c#3^Gd}l@dMci1F)-Y!lQG*! z2O(sO^pM@i3ad-bK7uEsR%^~scM#pgs9v7Ts!SgW>Ik-k9V1w>3X< zh*1(fa-@GRtkySCr`NxjO#XD@`P+PP35&|=-61o`bRisVM*HR3{QlgU^!G7STn zsPl;hR^M8s)2Nk@TisE{me{k_KWxgmkO6Arr~q6%6OdXpn5&^EU=bz%CqFU3&P8R# z1Tjw@x@pHUmsz3;$rlOoxB;%bBfeknzr)D;GE&E_IE=-?U+Iqz*!Nbi{}BfCCfIP< z=z2|3`OgyV#4Ut{{-yMH_9VtPXBgC z8mK6>FZ}>m0sjC#N4~V3{%Gf(DbJw8j8p;lw{`;3E@${YQ@HMpQWtid{ro{&uxZ#( zuJW4yR|UDkaXA1CJA}>^%)!+A+4b6+Po5lQyzu8kWq<)E?8t210dZ=q*drDUL&T}r zguSs@^&~Pw%(o*14sAf=8+=6q*Hq>tyVQM+Y#?qNC#aAo<$=H9DMNB4&B1J6A;a$I z!Gn_{x8jsq;HDlg&3J>_2zWWBYQZaE;4|J{Tz1zFA8Zr$yJh#j{Huv&$!2PLnVL?t z3$Jj%mHwA7t%COCnzuBnfX)cmv41;KR%rMJtOG(`ziz^|+fI1jeHQN!_YwMvnURvc zRz-d|LYIDfuj8OOEwTuMrmf?CI~#qz(u8jXf^^pML8&bEb!yIvlE3&|dpBAP9I^AU z)8oLSKj3am=I6+;3s%(ADRxei(!tw2gcKMKJ49)09^p2YHd69yaw{TzYGbl?bV+_B?2XT?r%qbegk2h*+a-5|k1wJ=o^ zupyTXSA_Le2eg>tr>8ps#*QMJ6F*nT?c0$_6mWscUaD2v>#5Wi$vz6of)J$}n6(;zTWo4T^d2ePB zo*>10;wAjWUaa<14@ejDzyW9=AD*c}YNN4v?93~n5G6E=>Qa1;CL^`t=Yp(*IWD%x&jIOEP(#pH1p~<1>SGy7 z{6kU}ZkETv{EaQX*-%)G6cB5om>d^bY7rRIqAt?B-3_lz=%C^9m4>mqa1-N}8niY8 z7N`~%F?@qyh0dpgaH?C9(_Z*)@P~JgdprFlG{OfmPOIHtCaBL$VA0Tu^2}i-<>(>g1a=@}zC1Gu2|8 zPLOb%n1@S$7+)H#fo6qV0^g?<;BTWl~O^kJg%&L7q0K%3zKIp2NSXuqMd z<#z$4aJQkSU4`=8+Xs{7&{u8%rl?Vb`KVnvbR!u(cC9KrjxS10>bvm;B{Jj4Y;{g- z+nx=qUo2(qrm&b+rF6B>mw9E*a|QYe%wrQ&E1YMB*|hUKGxY5vX;koC!ccI zJlmG6cwm_D1Pwky>F+#k@vIDna2Yit@b^xMq97+vX!#UsayBcOlgqFq6~L6=1?EN?kO8KVqH&eXRa&V2jNe6kEh__F zMjjvb&3RwV6qpO#2gVLR{L~=no8)^6J?A)se#9qMl^Zrt@*LvlP3E&wXEWxEYS?go z2Bp`B(KGN&R6);495F5%MeGb?v}im?oU#_NImesBEP5=;x7JbR+wb;{%40v$pEJz$ znazHJxl;8;Bj~w@YgXeZ_m3*;I~zvzF6ozsYxwTyal>Z(F=Zr9+g-dMT^G9$qA>MY zBgM(6HmC4@IU;XOGbcsU$yX~a)cT1uB9B?b;GgJw2SQ>ZmLBQ*W2^hDeR^ z(6z8r#(6!Rd;iD?S&sMR4b?1`{@9q+}@@Z-PRug;&g`ecgo_j=tyJn!ON>vHUm-UaXl8R8Y8!0 zt>;{W&Fkim3Ta9NF@;$!Ck+VM%z9eVhbR8Uqz=~0!a7r|uSx98o6SW)pPOx119c{*M7PKG_++d_YBK4fVOj?C_ zy9WLNSZX(s6DV^>v)Jtutd0Tv26>R=cUIaWBje|Ezf2 zfhi7HK)HBg^E6b?YMdp8ycnw%bAs`RxvP4l)a=Bxf`>h1+b@a3^dh84*2LEIz?h0f z+|8;b(c)z7=u_)9RwVym@4D=sneNyJqsK+gCWlw6og`1o1r?^H3 zS!GPO`pjG=MbYO3YfkPieFtaBKmqa;A$C%Pq2*gZh1|zp1gDOkBDeCan`y2xx@s!q zs2KcJ=@IouM4CvVZ2KeSo@mKCh3Bud1H*doS{Lm3HA%>1QSNl@zh#i#dX+Jwg#;&4 zY)0)in0gZ!L*xv}p=XU{nm-T-r{JV>CelyW1P+9WufL0^KzV>|*WzIVPiXf9ocQig z&dj)kuld?vY#>z6^c+dmsI?b#{mqgnQZqC2pWK+hFUc+qpjuK(o~#`S&w7HEOc_}~ zZMLbHP{bCmeDSMkHk2QXfONwY5ncPrn9Fn3w;69<+NZ@BA=Pt91twY~INcNYJCPRg zKELOwx#po_vqqh~)66?rna=PG>=WrmO*KXd7j^F`U*Czei_y1bx)IR%` z){GWI3eUIe>VrMI<)RyAv?CFQ8;i<4`@*|hrAs`z_r~Nn+TYnu_n2WEL~1*!Uk;We zNmF;RektjaTewv>((**^X|z)7BC&ZIdm{#M19MJwPSFVXTZWHB1N4IWz&d*69?=>m zz#f*ja-$B=``E>;Wd*R(|KjH_Q*P?*Q@n{+cH5)C2J~x4ZzW>RryS^#@JypaB=XIFtIf9P+|(<+|SI7+`D4Z4ZtR)SX40R4a%Sm$@BXuh)P!V6F5f zG;{nWsa{7c6c)9{?em)sFIAXDOkR;#+46zM;J`$Dl==EFw>ttq@azW_d#=d(sZrh2 z#Si-hI;fr=v9Z8r;VrJBV8t@nGS%NgIVjCcJ>{J9c%bGAoKGXztb2_p>g%T$aQl{- zo<2JUYah950{9tUc1XjAP^e?1&a|d(H`ci$Kb(m6(p`EvS7#@@4QJGf0U9#riyFqJJkA|pWXC*|EPZ{Bgokw8J z;N{qUuF<*xZILD4lCKQeOh=_Hj58ps?vU?S#%CAgZHA-$FBWV|%6IfqJ+-H5+I4$B zH{!Im6`XV(9s3&H-pe^GfYGV7jh36D+=&7K(kla8Y=vS7H5&W|6twS2I6tV}f#VkJ z2L5&(F`9(Iz4ymuq>{awf8%}Q2v>6~kDIPPf~z{jYC?z~2f2?(y9vUo`;_xHb)cL` z7<}WVOZaN+0oikuVUjh}b*>PzWt->nMKSqNu9?6wmWFFtyd@T?sYZ_Le;F10tI(m6 zXFAbu>}py+0!}rMY!kht6UA{8BC3Ye15LjlOASH}bc|=US2ldEmQN7JOcz9NwDQQE0ynXJUhq*yb-CrJ^Sz3vG%!np4YuHm zzalio=H_L<^5Pj~_8vPCU`qf>H0)2*%sz#rT1Ha+UOY~RnE+NntC18esE?kzc`l)T z#%zvnZfF*E3f0}XAQGqci>6@4ik5N~s50EdRM)If!&GQL^@8I@X|`n{#DZ7Vqko-B z4{HUzttrYTrSuHnyXAIrI70Ai?5Y>J*CgJ>E5wbxnC+Oke}4Y~Bn~7WIDI%dufo(Z z%DB^e*)#nyB<>03B%psTOSo$5ErK!cTFzXjRP+Q%@6HQ_XKi{zLo;WHWa=a$Gx2 z0^~mm)nB{4igas?Pp1WRaK1Kzwj9veXp|waoG>;o3d-aRk6-UcG)jm;V^tyC_x@Qx zBg<|PXrUApe`Bv&6>D`!lN@mL4gkZBUW<} zcn78m^89dv&piz1t{^Z$I168wmUt?wg{{>ud9YJQNJE{>3Q~YMKaxveXaFw66IAwW z$2f&{3Q2!tKo<=i?XA^ZH|Qif$*j*DO#$Z3)>^F*=P)<9x$#L()x^Ay=FfQP5*+V>4~U(M87tOF2z^a>!vFb#bR* zvbEDbJDe?(mOvb=fl^C#ADok7=qKaq^jSm(UVYljO9b2W@yDXNrC=1qK5e|p70ku< z6`aHo0W@E2{0hk}0`1w=|H9G#oMS;C*6*}4<-vvZfa`VZG6vn-pV!&9irag5KM=Jz z2Yrqf`5IoVRQGnYbxuywrI66bW|7sL&?CBMhEfcvSNWmD zF)tB@(=qDix?+RnB;}B^u|e>E3A|$DhdrRV%iLIZ*}~f68%lLO!5s=OTnOZSS~d*h zwZ35MT|Y@U!`@T))rhdik;DTuP7kBk?1teAzhaaP;p*VBUQUCFj^DS)a6WKlZ4c~w z?srwVQuRCH!~8{jj2LCIE-kN$7m{|}1OMPKp6m1L%!m{AdRXafId1gY!~{Qr|KBis zzV$X>zOBh_NCwr0Mvt8Zr$_s~+Vm|`bW@QG;xPs84Bpj(4s-=Xx(H{}KoFMVV7Zc6 z)$D~Ruc57h>pm`isT^jO*;{Lih~K1gZDENMa479ZuKf!F6Y!PRIsuFiTIPm`{%oQiv0e zqgQ6P>NKo7QE+#eeXK%LqSCFGrX6Ct1^AXn{1ZV%^aVI72P|d+P^-#sW{*{6P&Mj( z>WC${YSgAoVZdtD?Q=C?`1Ub^_=O8~HlMKa*38gX9u0=rHOZB=Ft4_Y(Kzh+B31yN z@k*W}B37a7Xll(ALo?;SSbhtjb-Z5M1DaW_Fi5?8F3@IDHRNFbz4=&#_ zS6&iH1S1WJm`m$srtz=OZ#lcH}Au!Yi{9d>Qcl8{b-IF_q53%9+~1aAI!M6zf)P zuSUmGjs92FI~S0S%Xpvm2&$_DoPQhoN@e-CEl*z zXWBN%OV(7|#cT$fd(w)dT`l4pkaPR-(H+=)vJCI-J7P$bj9VP+d zR=4k(h2j|Cvv+`*Rv`WGz$~fkzkuY~+*VaEEFH(BecJ_`>yVlVcu?0OUgTr0MxeAj zk=ExGb*l{EaH_H2xpx5O?`^fgOfJO2=Nq3%O|jM7Iu(d}u4D-k%VsNPYs}-(fFhdY zePcYbwDyvirSMlAI_Omx*J4*^QyezlDVJ<;D#bNLS)uBpw&R+y&vsn2zce2|HpZ)tU9b2L31n>b> z7()M31}Orw@$`%-<_FJ28bT!Fn?DJSb$BxD8gam!1twGkwWe*ofeR;w`%kGrYulQl zc5jekp+U73o0+;r$Y{P7V^Rj2*e38Z;S73}M`7`;W{3`f5}XmU$F8|w$pzJ4{$^1T zPj?2b3nC@G!CRM%$>bT<6kuCcd9+>%oh$-y7f~RFKWaK_GP>AN`ILoQTG(;eo1(+V-hmQjZ0gl+L6LdQ;NV^ ziS7)s*n7_>EN$Qzn7|piJZw!OQneqepV~Zi0Q~sFR!0>c>7slQY7F~M`!e3TKHVLL9Fp*owyO6$U(lK^-{j5^j?P@oiyk@GjaL1YXxY`^^*!rcZgKCCd0SxZB0 z@n)#!5u`&pD3EP}2!AO)tVlshAx~l~A73uC<@H-*Qp7&^6c$o)Jh(b&#`eq^P*7sS z9o)K`N1wfsYylG1GT-hgBdsv(C#QhlSGP~uuUN62d5!S$bap8)TEgxWPN9Ra469NG zi>!)Fzkqz25t!0s|HRF;V2hH0YJxJuLV_lx6;aL{-JYnJv_WsfkY?J_`{v{!CC@He z+=%}{q!>%b40d8pFQ(n=X{rPNB(~D?{fCgrk#TtkNWv-fJ41Sf5C^awmsHd6iPjq`uh!Z$bHyV4x0S!kQL@)Rx9qKH4HU(2~ugPE2fsfjfE z8>mnm&5QZs@tN2X%JdrfG$9r7VjJ(UN&+D_WHZWT6k5QaI?qa0PspT>u;&pG!7_mw zsvAwgTPI{CqSJqGPRV=q3=O)sxtHkffpw^kxFTN6!c{KS zcaQ;R^Wns8n#>P8Fu7N`_B5B-Pa?MXuxFqNu-e+$2dp(^J-G9&W(%q>p-8Ea%)NOF zp_Zv)^Tuy2U=p?ZDVY8$k~8L-6j~>}>}?QSCbE!gZVXJMo}}f6Vz=>~tlJ_mLyq2um?=c*GmU~;p~wHXtKd*;Hp-}IhcyAZuW z+qc2d%7K01+8!kZlQq5&{e$n*iEsb%kn~}E$MbhfUhNJ_=*C0q`kM`fWy74ci4!y= z<^dQXE1=53>1`F|ys&WPTTA0tBkvIR71ffXAR!Li3NNP-_OuI-GpRfOn8@wI$ zHeCS}(n>b;v(3VPTEwyI?xITWzcNe@BfP&Q*R-a5fUa~ChI+F zse(UY3}9dIE|;qsO8YZc#ty714cc=XdG*TXXa~t|+$pA&PSV_-PorR~=ql<=s4G9Y= zJqRXrF~!vWsTpwVl_h#y^S%jD&#ZI_OV8IvV>=P@{)%mj;08sLcVDAd&w~i-B5pZu ze|M2G421!rzxI&#z3cQ`G!S!j-7N425oBOaF0m8^$ksL(XtfVxe2viKoCdatSA!}% z<9!|`qpn76d4Y_U^Rca>LXDVDg|o?3Z4Yz>4?T?>oYqwXYG#UXKD9v5nzL^@dw|Uf z+;tb%cb)`NBL(QR^$3Ozh#XChCb^-MdX0mQJH-cK0;gedffWWLG!`)7iSU=FGU=@P zRDh&!{-corsnPp}+A&XZ&Bi{WNfOzlnNUTY;)u@ZYb$S{>!NFsKfBF+C2*QWTnU8= z;w<{<+37vd)AKdh-5AJLzC^bMg_Hw8M=&q$O11^dsb^h{h~EhjEyqSbzB{-|)w~<; zdjc9_Jkuo(Hc}iNkH5P8^q?$C0@%H!Tv#hI_oUxeB6Wh6YY|a#I8pFBbP5Iq>`tGeF>fm}kNRm}XW6ObD03dDaNP za)*Q`V~y@8wJ-euSOJFs95rcJetA(2UTlMjLKzcf#JFQltVPMV7cJig0xZkNLKK!( z!DPjKHC~!csFQ|~jY70@wbX5u1zoy|rqM~CMP}BGnldhShch0NW?6TahDE3D6fW{D zFjCr^K{%wLgyWqS``y=x;b33U(##W|19!1WLkSF|sW;0%AlS3N6?otvh&o>ZTzEj& zg!7wME-wqg*;msJ2-avYgR#_+2^3b=Bc_F;)sf)$JX8~V+NhMUu3l7@zgQ30SSgj@ zRFP)kOTZY@cvZem*Ru&d zUu04bM^GpVgiq;bL;`IciL5TlxFA_?X4-tw57 ze&Z3Ce^C|EAW75e0ke|1ZNj~Pv>QToEFXQmgL{x=sopo7HnQ$7W&A1Vyc0h@K5(KEW65BlCxAp)f8eN_r67cW#_QXN_PHa!`6B@{ez@H!9q z%%vN2VFZI>GLTKPkgM&-r4*!GSS{eEG!H*&#ckN*?!%zLA&Xjo)I{^=}oq+ z@72kqkE5*5NEIjCJ@pL+g~4!UW0fL%_~oeq-_5=H?S!R6)zWq){TN6L^?8+LipXVu zdg?X2Lnu~m6RZzvm_Sb3U{|MAopQ8Y&-vLG1nM;u^8GsD$p~rs)yibJ?>2}H=`$y~ zCfO@7X1dsU`>$9Z3O=+PJQovXX(J8T%ixq!SSXNjXlA8v!D{(;@T%LeQx%M~LsvNi zF*?@9%@3V;^F#OqB}%ax+)uij?Q|O-gWMlzW}(Pm#oP8wPjOpk@u_BFZFq7*;4opi z7$e|iwp!8&=-hd36m7Kgn3DpABFopk5B?gpkzil4)P>kt=yDk!t2CH}dd^yU{7=hW z+ti!^5M3rUJG^{`qeLtL-*EGZr}{aU$f8QLrNurdOIVemHfw?l>A@z21KCxwBMali zcn`$4HkLEK4FN>Fw-HEgbR1HX-&fAGV9KQ-MS}E$Y38yva#^!~6kni3{JcsYG%v4+ zL@Y&^oHc5<9TtTW+F4GJwp*E6q?rn&!s@RaeibE_$IgujU+d}N9WRBL%>`Q(rp*w# z9&?zUIDF9(Bg&PMu(N`LYO&7VWa z-zvr&w?EGp(ARacdypbj&ql*&wySFn5*!}sD-o+~lS{FAMG$crM#0O)10j*$lLtn( zdEuFi^*&h2LKv1f_NYVv7J-f#WEK)dQWx*h)rOLnPgWL5cMXp5#^3ZglsHVq zCX5!GDyl=ox8xa(B0iq0!ZT|Mk!p0e9rYM&agA$K)Gs_Ilj|~*E}PBVubs3Gc9jpf zJt6CMgv)QQ(oLgVpSYm61##VWd&ymgPTnLT0b`MjNZ=U8Jn0pO7)~^Xf~4-`%6ZZv zZpyMz->))~!{_}ls=PbTNWEsr^hWoGEi+(*Pm@q2hy7omo&sevfpQcyS!uJB>?C!X zOGcT8e-f%Qf2K17rj&+vmIY*Kp~&kQia{}3BV@XfJ3Jp=h!2F;3C@7rR>5d!He*== zDwie)io|D^_W)gYEx8i-6|S`|iV3AvuI)3ag>d%y1Fi4dHS1c?#M(~ldcmIL{_8@o zKQQv2ZHn2nRs*|x^MQpFsW;Je4$)dpFWw!qP3T=bn`#y2>qjP@Kv6TgDuXv1&05pB z5`AJy+!44N_a&f|X{MiGzxo3yjMFw)2^Ke!cGdsy9*3-?4jW|XY3KnvX$-_A9B}%f z5A^x;%72wv8hGKkVnWNx<1YEGeB&?HQI1A}kR!8nfb|H=kWq+1%x$S!qFL#wweVC_ zYmsyS7KWuM4pnn1CiNgYzsT05%`T^LjOy>8f_X1N7;3tA8f%vL0@$=a9^a`JqvUL9dPH=y7yET%p>yVSwtClyXM6@SnX zwVG=5P%+f?7)?}oPL}$|5SQ9~y#LFB^dqV6o$mJDL$ADqHrTI$VIZxD1bNDycl8QJ<3y}O|zg4+Ax;V%2 zI!2ds$Hl`!p797GR{zfW^rA+8J`G zN!-;IB!vhALgl9oH(Oh0M2hk4{zy4BMK)|eUq?<0wCETePcC;TG#P{L>nHHMl!sy~ zht^_qdZ(3!1ZGx63HI{V^w-sPEc8BfRGx!7iQL(RFkimx>W~SR@Tra1@EQ*5#`vSc z*#=Sq?3RgbTT?en1Oov#W7UV>z=1a_ex64RZS7q-MA`;xPy*X?L;5SYLCP=MVhZj7 zk((u@?PfZQC0;P4`*)_p?L#eU`bi|zSJC-Wn!=%HDkpQh-^9@{l?8QF>>{5Ji^D?4 zDj{J;7ORUL=xO`at&6Z~Ugs0vCZ%SJ#EW%l4FN5yaQ^RIS`_;KbtNY7UXczayiH>= zUm~_#%A8~V>Icpl6D6tL8wctEg^{b_T|20ecxr605K6pIMw?W>* zf$$bd1-9g1(l!E{Fm*0~@&T(+y)g;$qWN*3N#l!)rxhoP;qw-7=ykMt^M+|C!SNqr z{Ra~UIF%Yk{Eohm6!_)CB)LI{ZKo0?N04I%K@#{td;YrltUBEgOh@>0K03FU6~Cfc zrAfkYAUk-|ccu2c#9wZ+-t@J4^tiLx6J9|T>$DlcFeKayijRy6O~1YcM%-c-K2oT8 zjqp-}b*;>6oKJXy4~Pq9!FFoH40eg)pGlJ%DV6aJR&JjSTKVN2pXlw%DQq7Ee)ZE? z6T@vvN%|o#|=R&L~y5+-Zc+sj&%8W+xln{s& z938b3&=8xQ`c1kOqh)Qjn0^6!fr2!Xz8-aCnS7f3!I#S`U=+-hx*}XWLA}PoODjiU z#mo$>AY@uB?;60mRWjJ0O*bZC7zuJ!u32S>N$MY_vC0H^Tk*YC97Irev<8>{Q`K)h z$RKcG6#6rP_ZIyOEduIg81}p#bG8=26ZV_cf`xrbGN1OhR3pt?|39ODdABC9(6g;h zpwzhyd^?8qEbeaZ6 z2WK-8WXyOkFY*!WhH;TD#8D5d(9-d4D(cSL#X`(Z(=BBlPCwR}>KMg1!Dw~$Lngil zO}+ndx-=R6|L_JkjtmXU&4%3rfPKFsX=Gc`Ug8}@l?4x{n*#E1t$3d|#*vadV~$=re8_7%o44OYke zErGH1noLx2gNsB-=1tbSqP9rlYOjN)!1Vr#RyqM9CpJ^H(Whm9ZGtw$9hQy*E2j-T~NJ0s22jw?i zUWe%V666e)zcA=boF(aRC)mFnatDeQ!rJmvV}U}L`K{dGW;GFLnzJ+xs`i@mGkD6@ zoXp)~W~@1)T;4{VPEq@G>=(#so^uD<)QMWh-O$P*{F0`!7mU~?F;86LflZC0!c-|$ zFaoTg`{>TkY2*`YyTv~S-JXo^weFD&vu!}f3_-FJpcb|VTiyy{uJ^XSH(I#!&cXqp88&~ydZJ#+&)7W zDe4LvE}*4YcRK@k=C!726nnt>;ePEux;pN%d4h8zF6xL;3(jd((f!HpC9(>mp$tSk z>cEfh+VElkiOf<_6N-TFph?g&p?>B#_ot12`rb! za5_)8*<@AEY_KR_!f8_2qjZLgYsX6CX9VV^>O14OW6d7U z2LqmKR0-|I^23xdcC>BBA-3(C2GW*ucm30iIIkhl7Gb=x&Fz1&w0hrJ)CrFE9>Ea! zM#zwMAvAt~W+{6bA0M_rQC0rj1Xp3XXID2}&z!GsN54HRDF(JAH2Xv$D~G=NC;aZo zVC&NqS+vhKjQ*4ae1ofQ&D)J-F&mDEz?dZs*Rv(MrPc)9T}BtOZV_o?5oN9dLS8fI z^CSz7uxobR{~ABtgdhf}Dp98LNR&hvEOsxx-!nHJuvT*LKFisBiNWw)k5Mr(w#biHQtl=(KNLz4e@A3k$D37 zXP904yGH99&PS6BB@@D5X@*H0WGNEJ;Qg@NK@kx$>t{Ke=}cqhff$z-`9K8z3`TQ24$}A73LiF8KKg$~kzz9%V z;0@_;`q7%=7V~+rz%{nFVM3G61RoFt;N}kcZl%ngmE|iN9YFnynORTw@SGj2VRFwe zpsX04NtE1Hl-!y^#O@8mY5Ej&$K8r$gpi-~pC1^gb XLuUX+9^1?f2M}}?C!PlG#j>h7s@p?A literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif b/tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif new file mode 100644 index 0000000000000000000000000000000000000000..8d6faf3777680d0ed907a7421a602ba36d1c21f3 GIT binary patch literal 86983 zcma&MV{m3s)AxJDwrx9^*qUHs+qRP{wryu(dt%$1*tYGQxu55*x8C#NRGnV6s(<_6 zySw&Y`^&D?OG=6s01W^DPyhfBFaXFu^7uDF{x1go$6)`owSN=rzq-Nz008-4{!b1H z2si-lpNIcL~0f_%`=s&Ix0|gNN**UFrxJm54|}GH()8;t z*Agz~Qik41yWl4;(MGBKh~0N3(J8^=0k`q&$3k--KY1v5n4(mLIl8}F_>SEY7>XLM zyTo@(pKRHUd z$yzsr>1ar%FE<)E!{CMbl7S|tNrNKpIzzi8&4SOOO|v(u-zUP4R8$NRCi0cTe@XN( zj9tq^X_!0)*AhrF#ijSc;BTr}D0O%e;;|YVq*il)u9UW-*TL0$Lzidl-3QM5D~uC> zy;${DC-ui<0@jk?zXPU{V|ni+UnNQnv;2%%h&TU4eWvvZHv9~Qfti~AK5uT5MuKW> z^_!0XJH8_>xU}&DAzEuVNk1Cz*H0#9evpikx&=?$*^CCP7M@A^f4?eBL2g zJIB!!lyVL5Pa7u)yizjl4@PXGqz@>!tKo7?^1#2M$Kk>C0zOk{mc#q$-}JN>ujwX! z?M=Pk5ST>m2Z};c9?DKY+i?&@GF?O@;YZEn49jEtvbHtH@@qyHdwXt+?yJTFGHwF! zHwiN)?wBVU_lqO)&Lg-ElTF}7O+F_&Lb}q%esL;l z^t%d2R5`E44*i))F;4agSsu;3)8E8PVuLZw%enY(4=oEZGvIJCdxwsx z;8}yD#$MuCj6$($mmO)l)#*CJroi+y1`-?;kIBaMj;XF;O6ybT5TPS8#th1bP^$e- zBU04G0UQS(Sf-KB*d{zoPB6}*TM2ZmqSt9!?QD;K*9rY%AednfuvP?1(K9=iq^DsN z0&mQEAQpi**&upMMjHBho8tmon7_5T3dt-<6T`MVpHlAkyk16MBmxFXzXq*dl-9=i z<*sWuRlEGp_Q!KE?~{^s=GFaG=Hj{Izg}6#x9}nzvQl*3o?Q{O&%cnVX}pQrmCJZO zwiN3M`gndjO`DK!(0DTI!fJb@(}t+UB{Q z(f2tw{oSNVX&w9uqQLKrh`5gkJF(nL+Dww|R{PL}CTug?R%pX!FGpO9@-gCtabo}t zY9$cm1QTdlX_wa{&UV1k->XVf4k@%w1J|tlMELX(-w<|qR$rOmpq4UEzlW7%N4aC| zK!X=R&l=Tl2;WGvl0+Kw9UjjddLZ2>>c@HMgMN8Y>4Tgk{4$g1uZwMU7>o1dXX4oWY-?ug+AZ-b34X25t@W)bue}Ai1mOvlBV9%pXY(Nk?Xtyg zI>jRAQTNd(DfBnfrN?ETG1p*`0;Y|E_f6j@iJ+pB%q zvFlgB!dsN<>-L*8Z+w|s>F;^$9eTRP@7#`+om9f3MIZi@Uix9|9j=%#eo=>tqgt-{ zN+~|m-fJ|cxYIkZ?b+Ikq_gldt-pXt$jXAa+oNT5FzszJ7T0@e%_Yor5JiTsMh;$m zhpzTFT)v$lxn4p$!CrW*u;%xJ=@7oa)(6OPw|4|RE5!=mWP)c@Lkwoul`c*dU z6HJgwjyydjDnRDdpGHP&{~OYtN;K3ZnK9zBb~Ei!3L3}N&Yh9mwo1O3&5J%$APgW}UFq@B%iD*xoA5qI|T8?`{sCXakYA8G>zFp>#Li#{=Q z&Jklv+SU{vBRE7X#^(IT7mV9IjlJnvbAJ%-Yr!d^#X_NTmA+@V+cmidWi;Hsmvf7( z%c7-eqBI~K_D6!@+)1u~_#X$;TUhP|vbKr&o^=m)k0@kfZ3O(7^1w2oXuP@w7c5r_ zTn6$eR?$8Ex;kh$;3G~6#F|NwsG_)42dVis#e6Tx$L_6S^*$Nzc=;{4Q#4alcrc;5 zkfPrOfy%>`SH|s6dlRy0lBpyV1c$`m4^9iRD2t70hGd(wxF?E1D%>%U?WLcJ>CQh* zKw+&yZ63unP?=ELOdq9+bl0Md`Pd5v=o6#Y@+e%{@W@pRKCPy>)T>0ApyN(-?d_Ul zR`j)3+=VB6R2lYSX|}SZ(Xj2ALkQ_=u(e8a7+(`l3meO~Cn9qhS>zqiC(|JGlrWYkja|Vh=A^DbTavvaA?ax7<5b*wSI{`-^OZwb6M4W=Y@w>ZC$l!-UWp!5A zgDN(rMLQl%0ke8WjRgxK*n|#QX8JC;+cEauJ;~VVr5OW7K9mcAY^Ly<2)yBSSd5h@ ztz=E_%E8+AF+=C4x;FGA8H-+Nsk~enSK}?TE=1}N>YjXhzke@V^C>1lt4)A(Nunyz zT(pm@Vpl_GsGGd%L(C#fUZ}2s@c78UYB?(|`Jn>2Jd({KbqHOk>>f#NTh8J7A6SKW zV;ZqPCMp1?D&-r2f|FNNMSqb3=d^Kl1%7hw6E`{t+>}=6T1@b|Au_!~`0FhxYC@83 z;#1_?ZfTtdunqYLZ>MAkN-xq3=6~n z5rr9L(g68=$uBaMzI zq1BA7TT@SIIk($Ad}pCa*!HQUl?RE2bETxx-s82GjZ*?DFTDDL;$q5h>SI7OJO~R_ z+tZ`!ts1PftO`fnI;_4yxX%#1l=tW-gU0>G%h_VO`NSMMJ&8CMBQsgU6i9`h_be`r zG_RzW8t#Jvw-l7dd8QdY_=B;xo7{T`uuvhF-N&1Uv05rMqh548*Du%VVYl+KWsEo* z>l%iBv**`f2!aHEf6N@PV_5m={wGw~$`4D*g5i1-o6^{mjCsoNlEvGuBZLn}Zd%Tl zk@S4c$}ljNaDSv(w-zuE)E8c)GW-q9w87*C-aadk&2iwXczYawVi}4 zFh+Xfp;l zYtrfmVu6NPK9CR^;soI6(oDeoU$Bt%9?q&DVH*MLaa4me>h7>Wg7UFOI*hGm3N^H; zEBxLkU@^x60n`m#lg5lCY;(;>>+LU`MFi6bkLMs;y5`I$q`OxCxJM5A17$F=3LZj_ z!_&ljg(5V6=0~_Wxh*TT-DI5ydb@VlZPV%{*qf}4X$pI=DHw%0Y+nPvx^ErYLOMIILHs$ayR1z-9ca z#JiaV1a?Ab%~s>vo;=9Pa&FP%y;eR zlQhvz0)^+^3AlSh|LzaeyWr}|5oOJ1x*$x3g2AKcUy<|XSqJ#~q+RPgaiQQ04FNOf zmW+mu+#j_+$ow~){adN2lr2Gi-C;jKo+r<@8y%K}SCb1{vjc67fu_4V1*a8@=NpsO6)PR0=0 zECs-1J=qwAFlr6Cp=-zRbDp+a2ZJ^8KjnHoss+A`ak?3(z5kV<6&C7)x;g~;R}*TnAV`MW-ERyG`!!=q z*^HmUL!$XGP96#?Z8Ls!mvb+rsMD9TX9ceSQ1F7?Jydm2H_RPzur=Ug3`7xB##@AY z`-|&%Ck9D3y*7O&;6RK`Nz`iNZ1dqI6FHnAOb0`6h}Ct8=v|fImNhKT8#EB{hQdun zDeg4futwCm9Z^mFLDV;V>ZX0YRU8c8LG^>J?J^bHfLj+3Kb-!e-R0u4Uy{K7SU1s8 z7(sK2Ufdr$eIzoS4C3f|mtKu#7}NT*&4esd25zQt(*0(|9mFFM#ji-Mzugl0?E=7|QtBx$F8xaRg#70QAwEi4yfPAzB%saakv)V#d)rz`hoNxI=JOecF2DFfYZ zB^-5PK#r0U2(J`on5`T#%i9Kgx|wFJ@Pu*v>`-~?Pz)52$osndNx0L7pxwEU4jn;F zK#N@dWjpW9p^;Fzkleb7gq*tRlXp9eGqMRW(d zk%O*vVDhMHYOZzOz4PGe0lyFQ(sBq$BzZu^6}f{_9rq80HQXx~iTo_F0w4VBR-?XQ z4j~U6C8+Rk;oCi9d+A;&Ceq`tA=pQPCj<>9Qx{@&Qe9LYM5P&|f||JsFiF?PZ1K)D zHfQmPt4WHLr?Fx}@l{>p$`6)rhS0ymLvz*e8kK`979~Hw>W0vKlL_hGru9ROLD(3$ z@Z(^~GzOiO(9TDIp-Gbco>(GixPC9BI{hr1_AVRS){1fuX0b+TT2!XS13P(-Ub2y; zF{?vz?h#w{wm$;zL+_-DQ5X1BO#npaO(4zlWJ^9)vSb@Ed)g^j%)>|e?~4pG7p-|l zX4QcWiqjB96eVPn;tR(|mj=AI0jBqzTl}7tZ>_i40lVQq$`s7+ueHko<{6yg?W~Gv z3?a!!FR*IOI`u2V!@*$=yP&1CX{CFuc*DRDU{Qt(Mh)~Bsr zg-Vsl$@##XL-~z#r$9C8P?`t@9!9mL}cW_U0x*hqPd*4oTc|lnv?#--RJkmLh1Lo_tyOzifJa zT9n<_>7?1Km`p)({i;k(;*Mf#w1#CQGN)&*Me(zwu--gd^sBhd^+ocDxJoSuyK6W_ z>9oclgQ5AL-=2qyiD7byB?*SxiQT9Y)Abk#PKvii`5W8!VffjG-b+m*Fx0Ib=T0b} z^4N?w(0ElcH=lOxS5^;RDs5|7eib-@9fA2?RG*-%iuvj@IPp0P5K;dg%+AveWZLbD z3(%CqSo(7!n$GQm&N(29H-2bdf>?Gw(0p@Rk0+Cuhr_Z;g z_0_VrChb@9K2|DI1SwcnU*cf%QWxd<(!~3+TJkEsd{h#vXPOKY%xl8c)dj#b_q2q2 z0xWdIaau;vS$NI#QF~f+hpC+ByOf_s@;vyxz$Cut%#c@)S$g#-yW*{eKhge#Fip%j z=gYdu{VhyGS*vDdyGr^WFvcsU5agf)hh&QrE)4qm(aARN_8ki2r*70^@EMworp&E2 z-c8Ikz-?FKfskuj6VRI_`~WRvDsCwfF%vQGjBLw2s!59$*b+!4@(OqbR+pkkizO3! z@~_>pS|mogVoS|sI^|LYxCXxL-(+D2j~$+e1RHa)B-Jfx*y)*MH7)9##sGxuhuGDP zft92JRv7b>={Aj1H0&(4`HuutbwBjwvOL84t%iufa<1&JQONTZNyyppcv;j%88Y4K z4A&KVeC%{%DZcA=Dng5MnSe9;5Obk^FOE-}^BMd;U=me9x|^V*HdZ3zy{1a%z!y1( za%@#ABOn~*Z}$q#5F^8>J1G=6M`cprRt`W&5GL?5@IDhKLg_iAggaVV2BL zp_rXX#ZLuaMvdvn+Lc34S_)ZfU9|89RSTPTtO_c~&cgvOWBh%yD8e?ybl;wJI^FV~ z79%mf0`z94uP`!}@=JnHOzoLc*RV2La$CnbDQ@W$4p1Jw{gKg{sGOSq@=BU*(8s*l z2u96NMHySY-GlrOI$LkJuu3OVCiy^8Oxdm2ybRtgUpx);K4D5@fKK+Jf3 zqv2~Q9R-?{)9Uq^r)O$h4cdB=F3@fw6wwIrXIpPnLiLGpz=J7pnCQB# z>H3t^S2j7TL2!w#t$p7UItmk@F4PM%L2if4`y*pz2|Q8&C4ZMh$k^u>F~zWzc9|bI8deM zq7#o5CoY`atK>deLoB%Xlc;Jk9`4Z`>QQ~?LMoH!a0Tr~TSLu%S_(BQs zr#I}d^55kGqA6z7$IwGfC1U6sBF1@gNQXsopw7++> z#CGgXyIl1~porB~(gHp+ZfWd}Fbli*e&ia3dC}VKNE}_y&5BG0It4cJG9SS4NU`n1EH5V^nLo-ci9t>9~XIIK=!p&=E`5&hWk3$?iEhh!u+4tG8TY_pj12?lt3cw3Z%99UO$ z6atD9l40SP#as+&4m_JkR4P+c5NuXNtgK8|j^uR-(43*p!WpfD5gFGbxtl=a#Sci6zxOMW&;4D zv-;Wio9sukc5v5qFZJT#z=JX@l9Ai^R9Lac%0)sMN{+&`Z!YhncL_8t>vPR_@KQ#% zw1(t)*xDN>E4*+2_F-x1Jkz{*FaPA}FZhA3^Map^OWqr&*{OUPP}e@KhiCX;VjOQS zn2moPbbm$`PFR&Yg-p&(Qe!@_2BdYK`0Pu-&XIS6G`luB$=Q^(Q-_GqsI&97Za-m? zokghdrWcx_`*nZpDpVV63d_h}id16>dM)8ojb0@AT^Rd^ zNR<4tQ4f}0`UIhf;G}BwNxeu#B8bHcS^CnMAcuMjmpD{4>W{( zo4vt{&FB5&_aqgj-%ZN@;cmgj1ZIVc0y#D0z-&}eB7!(VUoR&YbX{k|hlJTI-Rksv z%3!`r4&K@XrQ@UyOvxPR#K)|TtA^Rmlv13V0^RV1L3ljk1v*}7Q0WO>edOjV3cCqw ze$ND9>4<0qq>TCMo9ZpWV>dm|G$HMa;_B&BG(WuWay?RgkkR7} z9So3_yYpIp{XdOwIEatK*z=fOwwa=pgNS~6u~NnGjL<_srinKGOZPAnxzhYl?XWeL za=4M3v$QV?#uMixTX!;(3-i%z1!h~Y;!jVaN9r@2wy~zq`>zDC0*!P{Q>RN%4v1BG zd!c~A2OFO(v!cZe!t`#qmR?{t`>~0@cg}BzL7OvDydwevQ8b_dvFD(6i%#k0@Gwy0hgr_NwcMP1FOxTUe z7o0es7&yIJgyEk`wOz;?_GG#wyfNa8nf4++(D)kO%sYLDK~s&I{ou13Bx-n>6Iy%v zDdzr*BM!m!0_UX_%$XaBOxbYBr|2z5pbdRiElExnXxooNW|nC!T-h7NwnnF#I^A8q zuZ5;W=({b%zj{pqt;li_Eyv?81m*y#d#YLNzh48)4ht!2^@AW7S;8EPlPk)+a@&Br z#=|au8KdLvL|lUF{}om#gzS}vd>2&7F&DRnM67~)meA?@qqWa?^!4i!^&~nopg`3` z>Q*)2IY|ZP{%Zm@;^Hj6e>LEQ4W#qsd@PwDzrl&#_ypsGi%;7<&@ve zKgIew-&vybFltI%uu}_uDt#ad>B!Mc)gI=es}^VweI8-g;>r8hv6(?A@7%7<+as;d zzZ8+NRmyP1BfNfg1+>aXS0|0LZ&h3E5f{3{qN{WIJUlG6<}(jkmK=p!6e$!&@s>aT zv|&|9!^e1WqTLcmFW5$kz|N(fD(f7)dxMn6WsZp-M;6yl#E4&0 zYu0!zfsh2ycE@9PB70j|;i3eBmvEza;fU<;O!RbVy04Tm7vUC8x~o7q+apM&o_|9m zVo@Kcw#)TW5bP696H%*Nrl2p+=34SfU{>{~f3&zYD~N~E+v@26dd@w)l znY1UnefV+cHD-}P{~{5cX(yk3me!!J0M&mIq#-y@U`aKW^~r{UJC4VG&n-d&9$|RwxYrJXE5I`-J-5?$3dzitAy~?gxag_#gRGm#7}yywl$O4oI|W$HSA~CFq@PC>+|WT> z2(2j`#}hp1RV-4zWma{)1fruI(fb2B2a0j=Bd2eIQP8sqUR)`sd*NY+0V%B9X;m#5XI`t9pu6oo+7n?mxSBfrf4{+vSsakHgGl zF=P}tjNdK1?(LV>yO?<59#%nEY!5W{blci2(>&gSv@Q+2cr?qw#% z`eJ*KE6H(JBwqGYV3T;lY>oMC-M5e}>F$Lgz-8aV+Q#Wa#~Y-25_mxH53mBdVkvO8(75$H~qtOQD|UVr??=+AruZb8V7fUaT6t;@j1`R(C1x!gWO>K|J-h+ZDqA zH2Ax)`68HMJ1&QhE$?o~E~v44shoTt$Rf@fYP@peKX6T`PiBtBYwPsnDj*Rxe+f6~ zy-DMombzb*fJqyui`N$=wzZ&6SKY0z8DcUeR@)^AC4|iU9wdXaVG?>s&ja-g8U9Heu0 zE>1xRq^&E(?r$w}3J7s>tXG!buDXH_tJ76^N+M-lSg^4&s35_d6h1JT2a&6TUN~=i zafDo)%uM9Rh;{<@p1Bp4zrA?Gc$7a7EM8DdLqLL7q)O7?uY$EHJwZ_nKY0X2!gf-` zqLRws;3tJ1Xb4{Ca^B?jgt{9hF?#01IdT!1bx6#pLX8o}{w(^Cz*2R~rhZ_MgV#rS zG0bz~hTy>hXr1ecIXs@C2cwCQNpIod6RlBu2f(%^R6%I=qga`WWM7?I+F%9UgjmY0 zW|}w}9*I{&%#YQ+D8lULZ}15WsDlyO&khDNnETt+U}2XxBInTz28AEA#TfXe2J`4u zNt9owP>l$fGJgjCVNm4B#6lz}a)fFpEFSURT#%k+H#HWMm>Vu3NKlxJQ2KKU9m#SaE+<>6N-Rt4F;UI3YUP^VMk&k#jsxyFm+s$UeI1Ur<_(kfo`v>V2bk=f(g z`50?56s$-5f%#Ses!K~W)TrN9rbhN7T)z@<@R;Pv8Bc;aJY9Cj8$+xX@n2I8&I$qu9|I(LgG?xU%#uVbVt`KSm5RS zNu;5eXTM#Xd!ky>$I-AyXyo*GgosQfN6@9-eU`g z+C9J@DaDV_e6YDV$DbGOR7ws^7L$Yp_4HfxjERb=8MVxNdPD!fq|ZFtaRM z(npocb7LQ-uvOU45n)*!U_L6#1PmIhbYZNNuI9b`Jtq}!z7iUd>f>CWM#VNBUPNew zl{k5z4A=*;s*>p82fHaY=|DB zJ)F#fh^%h~H$c{MfN`Z8e!8CnMMHAiw{S4hOi?z|VGu9UQ`t8mZXiUkR#3dQV+wS* zLHEJUKf7q%Ysuk{CO2U-O=LXud0iiyvG5 z-~tjTnkk-q&4S4VY5>pVs@%9I-Y5o^Ztc8(nm8T;e1c>&P-U4NCk9~SIL13#f)-7) zw?=$w#vY<#eZE7}J@kykbQks`*gQa_acNG3i?M9u-TTu~evsk&6~l;Kxb+Reh*j&e zF=j#L2_p}3-7n6<(3lL~F)uk0TXn0XL&*lJXmw5?;57hxl|WC4DM~tbSiTf}g0e@7TS`L374!LJ{Cw0zN`;^&2U@ zdpLZ1GP)0+nO0Y7f4rOjQ}%a=uWN78#lfqv)VKKo%ewRVm&$7|3I$h7ZD+YU$ekkK zJch3UInF(?ObyW=QjoC;dyn{H2-f`Ae(HeE4mZRxpo4B#h^Ic+^tK@uj~6QdzM?j^ zh_3(%|NeOUB_O1ZJyW&0+C#~QaSGq(v2c|soh!IPrE#uLQCo=Y%_3|;uhlKguk*Q2 zXy_dcCl)EL>~BNZsCz*~2t4d*ly@DW;}4o4xCaK}45nX1w(3>gQJ*=}ErB`6e+uBX zw}-$9mZD0}ciA)?C(8R)H&ND%i*1)-xf*&b{buSy2UEaRDhm95N;S^S#j) zOu=A_WkMpjWXvx;fg-lIO&WN^$U3DcFug|wNP|=&`8g+CFwow z(JO*n+;96xy6Kk}j!E@;=vM&`MEJ6P#^<^EwFX}4of0y`&r8{E9)7IZ-1`38$gGP- zp>dJl2NjFh$@(ulIGFLXqa=7VT zB{JBp(T?E{^CZQ{1|i5r?r_HQu@4^yn-gSP+b2nNk0YbBVkxxa(_{}TlvGD(9Ohldf zzSRU){qbtLH5doq+;-Ha0h60+Ah#C532Zm}1m*WuP5y*{DF5MS${N*-cY)E=fRhlk zOVf=;lQTjaLAvSdpJ9LB8vD8JR~y8(subUSp%v|@jFULm#yVKl5y(eyU=iGqQ; zFl8DO>&f7Ykm5^la+|qYs++%<;SuGH%Kf&T8a2Uk2(hHpA7bBKm9h5I$$WLURa+Q{ z_mSLN9v%-_1Q;ncPI57>hTJ`7Xm40MkufQ=0{9!?(}}rxv`b0`O}dOoi;gS;Fa+6( zsn?y;WaD5v0Tnthi%xGDU+u+v))QiSUK$g0 z&T*8#f)_%*EL@OUV*5R-K0bN6=GaXG2g?#M-!t^$r$hF9j$}uhnmjyGm|?{HfBN)T zpz6#18e52N1-w=RCG4^lYnGFTYwq-WsOHh^Gug4#Jh@9eT)NAS@I<}7eJO@Za~N~S zow_OBSuJlODw@ zzg;sm2pCWjAk8QwT;sn}RnwRKFc~B(+ot_2eFp*}tx%@;JQiZ>XtZ`wF!UXF-2L}( zUw$l>))1(K7E#_rZKYi9h4?7~$@&bA&TclD1%zM6%$B%3KaFn~@b8i$4?Kf&+>edw zBN^pOsW6{DWln*|4(G9KkzcCJqYYyJnm+hjIKtvbCu-fQ5NuZqqax3K=P}2`9AHA> zlnqjfconKY4+V-RE6vX49M=X5*TFS#=pW7J;WQf$b`}3T+@(qGRdCSX3l7Mwgm^;d z9J3)Sjj|lAX_zHD(#Pm)3MK7PguAi-vomRZ3h3T$Fp#kk-vuqv%eyEm!xl!j%*d4OV0qCvH9_q+5k zsOJFB?A#=N)6t#x#}6e39&caqbrpz*lrV#7sbJ3(XI+hvQ(vWz=(^jB_}r7oiwA)J z?!mELR1oj=nkx}-TFExH_vW%?v%NwZsYX#9Dg~Szfp8%q^|@Q&PU8=x@FggyNUIx< zkDG)%M$hFRTY_J{Y!;H1DyA)o5HVx)nb}l(-uhHC@+5HDSIP3VVOAC(H1^reUsS6d zafvzmsez_B^9ZZl+Q;P@tK=zlIGIVxI89aW0(mQTpp67%M-*}aFr{PI6);hkQpkZV zK6LK~MuWy0`He{fxW1DVPax)W0Y!9d-!3{WFxK<29@H|Tl7z=cRvOChO+qv0seY30?zV4SivUUnx zgJw0<`d<(af!<{*ABbpEw9`wS2BzB;{o(JoTz~P28e0$ev;cj|VY#S^>Qk`|4Z`6QW zU)D%nq$WrzlMR#>bc^iWA5qV3;FS)a`72iqqAwSRYt^U}M*?UbqeGVQ2;Y7(pZBXL zSsi!d^541eaN8EjG;j=s3@84w0DOWbS2ce0Et#f4@GE^IcqJ5&b;;_KAoSf2s4v2l zl$^KQDj{LRT2!grbb0F$eC0*{j3?AjiaTX2Ps$@Vdz;NIBZjAgZZE(>oBkM|3APAfU{3ph;5m_2 z>R$9Oi?V?%lFriQu{o=bAx%xIqH-H=_;&^%YBB~KFBYk;l>st!YLm2FZl#25ImYC*0cQC_>B z!3umsl0{_b)Bey-G5!vUrSc#DLLQqG)cF?VFP~Bo5aNaGu*XHnqqgTarbI#!YD5D^ zDTYIq1>*_)jq97V-w6frsyGjX$-#(+x7txr@`V{tE6tO5|4?y*O)sbl@REQl_7OR* zOEsWvR$%9onD5qy?Wc18g3h=37%~YCSC~vIeKv?;nbX`%Ne4;f5X%?#3 z6RYWv3d-H(G+Q-QP7cpO%lk^P$ViUXRAWzjvSY=Fts-!n7I9(4fTJ(C!2W$q-NXBD zgR>x^)pUC!yN-qXo03)2s2DAl{a*X6iZY)fTQe_?I>{VkF}M0S)_~&B25Gk1y5?$k zhr$#?Uz?Vkn0;5uo};aXn_`2gRipVJQ7tSl1frgzZk2?=$kI`!*Z~%WyGQK#m7JdI zIJQf9XXU%WkUBnaejLmr@wZ_&o&zbN`S*dLWh~|wrhf=^2OWYyi08N7{KHJ{h|0$q#CBOPyHdt_`gngtRTzz2vgq)J(9c-i)D zh)Fiy!HGlEq2b}!=)#hDS=mI|8T^3>+&dO7qyI~LjRSE(B8Grn1`XmF*Fm5N5E!Uo zx9=m5D|*ZNrEGtcqpV$Jp#-PdK1WKsTQ7M-jl_J~V$V+>uh z5PhJ+6Y&Uw1y_i_#k^&(DLdOK36k0Rl&?CC5CQXb98j%7QQwFtc5lLiw%KP$jN`eAWFgjG(6&z~h@W?VEQ)T+h1k^Io7H^yc6 z*dX@Y8}R5g4tlg#w{%bpqcG%dJ)*7Qr?8`*-Kv$uvK5N;By2kur}_*Z3U-tM1aq|) zs@`b&vBw#IgFB;ux3Paia1Y6A5~-zxnnYG-!>TO4cF5H=0{_&was~s6G)6mrU%58T zgwM?4`$R|`_elb>4>ltbTev>QP2-{M2i{nSVhQqP1IH|JLJGQ zUZH`%R+g33>1Uv9kWXK^LwT;tqD=l0l9VMd+dfTPBJIVMg`hHCRn$W09kC{OHrlW* zrhdbdv5&g)38nR`<6%PNr@^l;s9M*Oo6>>xK%y0?$h5$F#tY>Yo>YASrF)<+LMr|9 zy0*L0HYW*p8k2VJ0>%bQ9Dc~|6_2V|A3u^IXA$UykNZRE-2Z8O)5Kks=yW>+6?@9c ztd(_&zpIT;`5(Lo%0FUES^vCQOj+^xr4eQvtv7$_kh;(|p1>k7Hh}#|TZ88;!U7?= z%GmHE_azg-mYh)xTGgUqY;8vixtx5l9&_MhyB$=VWdd6juH=m?alJ*JBY!v-eDvzW zYT{Z&(u=&=LM1w+s{O_Bi&pf~57O;R@5j#$ctD^Pw`|B?KNCK{bLhmTA#ukh>QBz^ zY|-cw@oobmlvzw`O#--_BCbAU?19Di>;dywN>>qFV3P3H+o$}-b5j@Opov#aZB{+RL-Pf+Lq$>WDljWXgZTs_T zmopp}ibmHIr6QH=4iF?Djm(#3)Ike$7KY0f^~NXA#}x~2LeOWq@k?haDn!Z_m0{E^ zUl!yBIOu~GG@9pqGH-#X(RhVa9Y3X6ax zV*3o9DAH->Pe-BEbys{kj$C!xqTVwHm2o{Pc(p2jgVkT4IR~ysS$)~SPnlwX=KezL zfuaG8XEwuf$;``k)a!mM+EYPg1r?GRc-)p`hpp&-#+ZV6g`N0(Vd}xg>n;6*97Klw zByM(@zUTB*KCM7YnEKn4jcWH|(d&9`KM;A?N(X7J zwvPZ^!{`N1Ym0}c+*L22U?HBXH8|N}UpD|efI(-*kATj}*q*hRtyfrY9r))VeR(pXcZ?)WGp%)?7MndDPy|i-YO88qy&(_x{PAlqDMj;4|b0ID9@+ba;gy zIpA4Py^cOPX3L!cott%w%HKHdvi+fgxqK;peKwu;a!7y$CUJsSd)q(alyB5nW$3v`-nijT-Z zxE=%-_S_a?&wWkcp93c{VI!V^0G$6KR9#070b^$@De4qYcdYug88LY5L_bN`$$w9j zl3Y)7YG`nFXT59wAcn5~$b}h@gaC{)(8#qB?-bI}vYpA~*|`Z@#@=kA+@do)Z$h;4 z12Y&1r}NuE+e;SYB&Bg^pu2?DqA;EnG`RRU=0C8OTgMRI)+NE&wD`TxS2qD=<`jw4 zvXMIa#%m%b+_$@?T+gO3^{{+_E3bR;_K!I12KiX&YbmAI64shZEMoNS#^eBedJ$gZ zy5vLbM5+LRVzs9ZfN)%vJsyem1I;zBFjs4GirZ)LN3U$a7;e&~VPzP7L6Myxoq0{~%;t1oavkm70tV@y0C_=@*gZu3;}t)G~% z`u;cru{gPg^6Mtyg?6n+u@HBx&0PC}>`naEg;$ftAcL9a?CGUcuf zB!apUu)1TiAp-QiWr>x=sON23Slv91TyTu}LE64PhULVl1L-hi_PqRg;A(-EP-8Zo z2<{c9Oq-;@1CvsbT5dRVK)P|8SmQ*C!SFuJmoW{469FbjHQVQyR9F!|U)yH`<{Sz@ z32?>`WC{!m_?!hJ{yEPzIKx`9jdR`^g^xa!7MonTZ(8!Uh=ags3|X{xU%8|Ca^%~@ zT?<9L7pol5M5m{}s8+%LHB7g^Hr3~}sR*K-&^|2U&$Ua}gA~+5uvGv!y*Q?#P(WkL z*oI2o0e9V0dAm_hRJL*7&Mj#;qGc{x5+!#V8c&E1X{JEo+0!{mu;H68S*BA&B; zAlh3cib$B=q8R{76eoKue_`mm0|Y6~3;=wTDJE{A@ce8GEwo^JCCUxhc3hbD#?W3F zqgfvau|!iK*kG8?+_EOY4uX#;91uxIlg6Z%xiCQ<8C}o9L6$}bao=QnBwY%c_DfEs zT)$%@b%7Rtv(yo=f(ApxOE?Vzct578?rX~g6K;-eEwOTEf7ugslMswM$epArt7d+` z*12YnB|STRQhRk<0;FD>r*D25W1IHVTp&T*%xK~8KiNiFm=yHD02;2Uo+fok;=K~P zM6#EOn2Vj?C=wSHpJKBd!=q1SKwmB*Xdp+3|?s<=B4=n(i%8@*KX zE=pv=@LK^AhYLM5`g9_n*_{#AaEcAbu&F8(kmL4A3uL6FXh$3lmnOJDQFsoD+Qnxy z03wo!{l}qHt%Wq5J`Q_tR)xnN4zKbKO*RPhmU1Rp5;XYkLZ&>w7|-kA9LKJ_Zw=?b39~_T|h=#(3y{FUB-Mbb%wXG)n~j zL=)my<28=<82kyy6iMyI7KCoI&nT;glam9rtY(0WL_dH$6$+`jNE?mP*QgrS^e-iE&anP55sd)-6IRS+JzYR~+HgWwh zI?Y12VRU_3CQW@cMR2roJwGjLe4t3Kz?HNVZndyZ_I$U~nho_FIrC)blX0q{i$lz% z>5#^0N5-otA(7eh8Uhvt`9MNFP8vYv<&Po1`cdCd)0=hv$@E_9e^5GbZ|x@4p0$jr z|4C_!Qw`E|Xoc`C`)hu`sIcuq#nibtB7sWJkvbrOXg!n>Y-cl#de(H-(i?nVJCqrg zJlXqx+k@VpRZ{@ zP*%gbg!XQ=u{&AD+v09tNn0?{u_> zgQGyLE47NcWGMc3FTAoO82B~Z{}qNBD7FAx+k1`|W+*hv(uI>em?ghsf7+{E#CQ^g zl(A7^D2djDx0ynK3VlE~5N3Yy=%hH4LE~N5_Q$y+xmqnUOf!N4XD0d*VHs@0 z`x5O;Sp4=HZ@Qi4kEe)BL4`6?<9B^Kuv1H6 z3(y|~7B_0z)sA}=n7vWUWV&S^cV*V0jm862#AfVS`2`HOqst8G-@3MurjFKF+aJuv zzoHGFQcidXc~sDb#XhWBP)cHm&nI+|e5Swkf^A@6z_Q5K49z-9#=;0A#U{Dd5}pJ^ znml`d;Cm^Od}m=Nvd~a|wtoyQeV3g&1=VLn1 zB8yFn8xIj@0V%6xS4&Y(HdsvX*RxEsAT~FYH{F4xb#(OWMN*Vj{Ln$mXytbb<+Dmz zVMI8h7)K|R47%6YV%U99fNcNQmK=gBp)D4Pxeumf`epa;l3uK`?hb_e@Zuri^KZ%EQSu_j*H2<;4KYg{NnSGuwT&%hG%M^~)j_68; z!*Tk$>dRX8M$>Hj+W&csL8C#)OnB-fQEz&Z8G)^)%>J;e52}YS`9-whOIuI(I;7s) zoxXrXSQQ*oNL%obfaNX?qo&qdmyLeJL}q)bt6yvT1xP^`-vZ-?TCFCTBwi)sWWf%M zWRF9^BVwWvx_H-vM{Ix%-sot{$xK2J9(>m~X$1)(hk3#%&XpC5+_$9|xRd;yyG~Kl zO0`DO-2gWhVdRkhJZ15nsxgljN}sE%1p6TEnUI!x4{C;?V5B3(^XX3OUgbg4vAeK> zdl~T}tTZpfxyG9vUBWkpS$6)0YgmCFGqVj$=Hkgot`U?&2!M89_I4`IGccx%R`2&E z&*MmEXaKyFvc}ZPjV8_>f^ix#`x8TKYj%+m)dUAd5Jw$+}0hSETu zvL_k=*;xZ zfB^EWodSrRz%#g85MzsLWE}i}1d!+ytG)O5&A<$O>i%yizGfKms_0tI5v336O!y!U zrWMrV5u`$OfwZ@BycbSZK!h|=loadopPk;Y?Jt4ik{w%sr+Te?e=#rW^^WbO%c`X^ zgZ}WFNaqO4F{Vb;A}m|>+!x73R(ETofoS0gj?7fRIFUB2FJP{%p7bayJ_Xn8F6%Gh=eEJ9ZpyLVE;)h#v4k04v zIp6kDVZInfk3#dz7$(_mJdm@QdIM-sfP04jiT(*me3NX3Bs?cuB*b-OOmYt`Q%5vv zwbZ+lJ`xK0Sp}DhU;ZjK6nVa5;+G zN_ym}jXp{~{JbPNOfhbh8zqS|<5h~S(@o4sgOv>p1G0N-06@<9boe1m7m*1?6O-lz z9r=^D`VR6j=S%dY3>lO>rO|i{!O2ABfi%8b92dSu%jl!G-LL!d-In70qNo2|*+~F5 z@DWXlD`WH1nMj(anFn9m5jq!vLXgz2b1yz$1@{kDYF?kLc!~1Y`!2Y2->HU~{NRhCti;9!RYl3)P)8*4!lIw^Y84-i5E1!(K>7zCQ7ZR=_(jaEpWC zVCQGqLoDRGbyq+L^(!TGM?}x6A6q@CJ&l4MsTFqk0e|WeoNobNlKq1DqfKk;8VO^_ zUtvz0%#y~Vhg$xS7MFA714L}!x*~RtK~+yim-p)`j;S?^I{Lfq|JQFV;U%;I(a>lH zu&%AM&c=X4rQm?;gJ zS<_OmQWtI-mC{HJf@^t1q6Ag{8bf2-qfk(3w=iF$|8uJk{PtDHd#JXih$pOYsPrY*jS1DTv!t zycdtiebBV*lTFBvGUmS+A7U?S9bdP?h-;cKZDptyMpeJeFkFRoOgfP64{L0fQY)N5 zCJe3ybWX&hEsX=*Cg<19#2`iO!I5zO5I&TsojbwI5q%oL{i99ZA@}(za>P~k20KF% zC!fOgBJiSB0^1>i6w0=vE*n5UuQ^MI!I-twyXy{*MlyoW)Iew|e>0YOim&+B0GE+m zd9U|6?QD@hD@WN$PM%C=iL7i5x?3rndt9qi^efe_d#KtvDUNTcvfX9!9{X0T5UzaE zl~y3FY&aua24U9y7px`(ahCn(uXNKZm^1o{61lzG~3q zjbI>VQpiZ>q$weH5U6sdJ32|B9qSp%E+Atp!0x)c;qqXO4PO_t5)7W~?W3KPM_Jm)&67z5`F-(FPG&-#1v{#JYVx8`x zR&79SJn$(WhfDCHG?S_9J*7ypCFy6`Z{av`r;*Xq5SZup$d&IquWY_~@W}si%-+wB zn&<3Yy|y`;pZ=Gil1$m!i0t9bW8gLZROU!fOVF-dm52nz}4G)EE?y-vo zCUT^ho*n~nJ;Q^$qzkZ^KKV5di5<q0z(08aKaXY#mMni=>6wg12;SbgWNI5!0pWE>MgvKLTfreSv|LB za61sfy<=d-*^8l`*$hz(qV$%#qoseTe-i!(Z}t{SU)Jl1u^acR*LK5#QK&>TV{u+O!?y`4riQ3_Cp`Yq3x_!T-=|BqC4@Y;no_&M z5Ps~sf5Q3$A4^3odWCp7nb}MiySiRUBrws;>-veUxDBb_=jV&aLw-7`ujqgnd#X1Q zpHG>yqLJ(p@-D-w^bP^FW-Luhcx2+@OsY&uu*;_JVsxQb>!4Z0?nX0B#Mji$c#fA) z4=%3iQTEz4J`xDMw6b0vb&Y;207}QKEcG|fe{q|$9 z5HvPcB2Sw#NQa-1wY&GBArpOEy_*>RU}Q15qgz77CS1~Guh@x?+W9M zzCTKNP<+dh0xJat0275}Zm9~U*@g8ra((`&&{)2nf%F7y@U}d)}HORRhc7ieXkgP;gm}O~7P}00ze_WKl?1;!xjjefF(luJsfHRGxxK zLPP~r)#XTKgl4j#h3LJpfX&Qb+uGcvIh)5`9?>Uq5>~dPEa_*?I2{o~+P8}`WFns< zma9;yp+Nrri4Bv0OPKwCpUs zW6n-yH6|MfcelVQzVWKO=0lNb?{SwKwfXP=vApkr%dokRQo%*5o$@+@4QfK7_Ya*i z1LU2RaAEA~!mgtt`)7UvZRUZpj!@TM^DLO*bNe||VbJ2n3N!+m%v@lZ$48W`)XV0>-LUM*r}t3b}tom-}kezF*$V7Ej;BHXK;kvCM9 z?u~yJ_Q?zKk4r9PAZ!(3GLnIbYN`7oU^Yki9WzZu*aO$&ITXzBtH#1SG6 z1e_l6v208&tgp#gGV#YiSun<-*T|{4gSxF?ATe* zTNd{PfL5e@(7OElDQ>_~XrqjqMFSQtN3O3e{C%{H5_lAwy;!u>fKWz#b^qGc zLUje#NnRwDX{RoChq!!bi9C-^zJX9|S1oG9Q-MPv2P!3l%DzI773hovS`ZVkD@9B0 z7{3U85~1J7Z%mZb1YEVLf?0+RQjDp9rS3ui-^2N3J;km7QBX~m_yr@0F6joz61JdW z-M#q%#j(nDY}GY$e!^P^oI&qYvpd+0GZ~}GA4pOFmn=&K0y`g--YZrT4ZgJ;p6bjyG!Cl&_AStx+BzJlqS ze=#)+{$5b1V`FpsZ;ZzkBBb2Rk!`VJXtZcdIyI`DiVw;B?TC5+qg6)z% zyMG)~xYvxjbF*fsdLIScD8-I23#;JQ4(l5$pUS^}=qeP#r-PAu$SpHK@y3OSp(TDc zYdSyo(b*T?ou@_^R?qAVR0Ib;-&8AJXKMw^jXZW|)l50eBeocLmJX-9<8l$U?AS`% ze=>r=m#nKb5IWx+0NYt;c4BiVwP>Wvdf z2ql$>fPSwGJJdN9syS6PI1z;vMbZdF$QZm(`JE#d+YPU!p(5~zIhlm@E{3hhye-z7 zVdtY?C#5V4AnZS*fmf>jDJXth4E5`p?vSrUabB6oi$C4W0~GZAfgAb4KN6Bzvd0FMXz?0#A1;SJwEIDHp-3HUr% z6Y6eQNaT0IwubWW)`IIEh(ODU2Z8^C9pE3~w%X6Z*6SaX%kAKQ(eIP)lDKlOto$zq z#JJ;2r$+|T>h~vVd?_Q z?k<%*a6+G@bWCK|HuP7S&+Aa+H&pl-6rM4*TU1VqR*2rCR#fH4+IshPjh<$%&8gS> zu^^J<`sUgqGxttO`YP6#r)70qgYYx>ktLWaEz^hOz$mW|)KYT`s8rN9L?L=l_i7g? zJ9)(;Dy_y2f9F3lQ~#=C!S=QCph4Ue#FH~!xs=!Kf0VZ3dvcQH6il(Qd}GOxIv6Z2 zGY6mmNMfBu)cNOIfJj4Eq(1nsmZ*z9=p#@0;_)G}Jv1Eq$ag22bWSRK@7rQ(lfCDv zGM+eY@@U;#J*%Q)D>E=8&LqnOTAm}v;l#FpIls+@gPLs1oaw%D@jI3&e_zYwe*>Kb z=p9g}imdm#;p{1+ZdDy*+;u3B7n_+zcWXe6zS5#b@GQZYnv@;@nH0kEib^NTwU~F^ z3hIp`kxm2apYhcwwJ-euSb_HdfCLnaP!s@7EVHWBU>FpknA&v5T|O^Y3qN(>8{8dO zxC#Y$h273q--$)YK=_#zxl*s5$Mha0O6uU(5^H`ne~N07b&Bld5McHs8B%v=vh|iR zQLP*4kAKUw)`sMU2`DLfud|6qvV;$8+FA#<^_fg$$e^#mz~=3CsvGANAY8JioM$28 zYtQyZIkVVDO{>=A?oC(o8O)8Mx~o{;7wUPcekkczu$@y%xu2VD7^*SsYbSqj>`R$& zYw0uu)EBzTYDRBZ9~9EYOjbbKk=YnVzL@H@1y5-bh%h2FL(LUhOh9q3LrTq;B zD-Qkb@ZZm)sqtq9J0o_+!cvXPu82%4zdxo#G0eSO2 zpkMwhu+qwxwgjtL+Ug;Tf1le?$2Nqh5QQ$1#E9Ys-LaB#mRwpSBL;mGxHyt497I}p zfjt~CiygZcaf+n|A^FbV!*#6HWgD4LRC8G>;4Isxg+zqT^oBylKy0aSqg5ErOP9;y z20oxsv%7@wCmT)5py>yA<5z3i^BTD7SY0)g-(CAPDQDi*a{?K01>IEdz6c%YvA)$~ zTi82`HiP;1ir*;#wLet7AX&ljVKQzbJ#|C+2~z0Mjy8YNn#^iE?PMGs#N(-r=Yvp| z>ffhH19V5mVZQdpIn`-^MJ_RcuiCi9Y(Q-|1Z>ZCpm%f9AOm^P)(tn;1Th@)SopTp z0gw*AfQg7N)MpD}=F}LQv!G~dRsv(f%01%B#6#rtHmVw5PXk}l4}L$R0tfL~yfE_F z++vB>GInbFMhZ9p*q8V)c@OeQtfO=F_LyiMW~A_MxiJd&Yh_vq z5HVVIEG7a7?#z85F1Hn;0L0BBnAoEL zCrUTx8r)UPyam1#?<_uOYOB8^4yO9c|?epW39-I!A$y-c^F; zU1#^3En)+St!?2<0|6PNX}w~l4qtpLbQEW`69S~*2Efp7s@ddK&3g-F>#GYZ)HZD%cc|Ko48b_P>yAfES{w&K{!hD_zMpUOP?t>lB_sqr=F!*+ioe#GZ#Y%1C+=s=x9F$>5Aa7}%4? z1fHVQ$1LzL=Po6Vn=`kP)ke&aQHM2^Z$A7U=R?X;9tn~K{QmTIBWSC^?mAjCwQl4} zskrWtyTm{!itb*8f=2U-fFxhLD`1eSWLpO3Mn0h|$ATDk#(e;~USVn3Gh(=1O~Rr= zTiK!BVEbeGKUo+2AK@6ez_rtO<}SzfV%p*eo_|N4)btXgnB9>4AhTD?j==&zg4B+0 zre3mt)Rqhlo%0L=Kn5j)l%{@@WUvqc{K7y7^bttxQEhFg14ojXTtSUJNGAT$eshK& zjse<-c2cE=gAmY$m4D`>pk)cq#_6J%Je-Ek3Lk6?l-WR=_qr zx(SBNui&2O@2UT#;*nV=v<^q)Mw&Vf1HO<9ZcxaU$>UO1i<3BM{;>b?#7hb_-+zf}F;?Li;w z+9mZX`O!LN7!`Y-Lyu&Uh+)a7yed&6KZAJ#9xlj!KD>k$W z>-N2_PoDb=14kQnxSuT1B5UG^OGv-NA(i#NO2pGVG1*VLlI1ca5KWE1iacX;=y9v$ zAA&W^&r&Y?kulqIt02CaW{gD$wZJ|SLXr7Tu#SyUprU&hJ-6=5>d0Y>U= zYIpi^vrtKfl^x91rAC?4;l{0ziq7_zR%3Wdv@25=sl^H3fGQ1i<=_VCvu+dr0v$qa zaV~QX(#T&-stweX?fZ9(hekwbFvut?1rR}{I3ZgEN&i)0X2`MVCAhU2SN5)z(X&^& z(^O6$WenOSX&D>Jx28yETqK4K(Wt&S0KU+4`{;lOIXbK04V1zyLV7Fi-0bbkvyPI3>0rJsfQFotV0xD zJ}GXd+74S1t}c<#m$jk_MQEZFp>o^{qNGZAAfVCXcM+GRJ{Co*E==YD+&LQjToEqk zjATGypd*Yqygk#91N%Bdr^U`3`KzAM&SC7V-%KDNvq^7<4A!SXuQVajPuqbn98F`r zpl^*@3k7~Nd|DQkXoO5AyfJavAAvaKzar0L4W)O~Y~22AEuFt|e5JRDS9U2hZZupl z<;8Yi*;@CAK&>h@h|y((0_edf)eYJl=ggK~*^TDqn-ymx8R`Y-_!6K~ZQpKJ5eg%O zsCv~ZZ4>OnY~drH!Ir{$eD<^34De{uJ>HruGr)@4_IN0n-7fX&ET>V_9G z+-rnj!wMu_o#uxf|8qP+l)m9LteN;4g-!zCa#mdy-Yb^-#y>^Ga+ICcFQ#U3)f>zt zUR!f57gPg;f+wixu{pLISYZ%ikRiZX` zb};)G=c+GVVWFvDeMaicHdPd>s{a{L+e77lZO^R60Um~_@Te1TM?mLNi+$*h4(@~& zzhh(;2@_q_rGXn${vw~>Py5BshnB&zCMH>WWBbDg!Wsam2LjhJawYE&08z3q^|z|%rXPW#?UzAkDY($kJJFf#)MD-=mdMa$grZ5 zWwvQiFsHsBl%|&yGwQvz$7j;%zp%bxt7$enz7efotA*;uF^`!MCHPE4E8rCPlio3;pD^9;Ssl293y_aG%KJP(F|Xrel@5&AEFGhCaST=S2Oqh+QP~ zM7A3s9ao;Fh7-G*{H<(xd>L1H_U??jaj_~=Pnx!7gi49;d4cF#@z=a2>5inE!DNpi znILkhyvGeoCyva;bh#29jl>C)@Kbo-6XxUGlMk?f5#&6O4!# zZ}%L=91WQV%;OLSOa^=Q6m~%PD3k=*zVq~3qlL6TU;;bSG7$OL`W>;rVRPtRoCVBT z=`i}EH$TrY$2%oEZbHFH5Qt+LY>v`$p(pU}9bZfpGGv!v&a8(?w7;^9=;xFUVlNsm z|LDW6sQy<|g_%960hONMUT+qZpKlgFSs4CdzW! z7lDLXQFO~nkod?BYe?c|EYF3*Z#>#G0(-dZI+V2Z`@qT!5p8etP;=x|4&z#Or=;(* zFPq03=h6=hVOW1Gg6f~j4;Y$C9Jbh9x>t*Hj-nO~dnSq(OvQH}_7aeEy!Zs2m1XO0 zR5Fv@bR%i>gXJ&6H?TCLjwl3 zzRC2c_PP9REN4??V=~$#9y|IJe9dw8;5yqd>j8XW0w-J`13kQme__nRLTHCOcf9>c z2?3!@7uwz8=7H@pJ&Wg89GG6_J6ZX7dYeA@HT!zv91@bdk& zL5{J4x~N3NKp+}=B$QSk+x<~@9j`*P7$i5NI_=r|;}LwLYcF&QlTJ*nu^V9BBC)k{ z*+Nwvoyyy*IQtCM3`+9XSW535KVIZKeUHiKu3D=XB*icRL}hE=u0sXXsoBY)HUb8* z-sm!hk;{-Ulm#DIdiXsj`eArRo0f8BiBE(5@A&vTzkD4~D)^9G~*{Be#D{rthWV%OPxb0l1)m4EL?wW~Xw*VJF$qPlnoQCen-E z%+DP;OIH}$0{xvFmsC@BlNMnsOkrnyoj@(Zh&35-I^6afDc{+096GIMY_Bgl3nM?xwf?PLm!9#BfFZD`}1 ztkb^~)fTYpdmV2~+P`q9yh*{@dDZ(Y{4@n1C9$GC^gT0Dd|xOX7vZSO)_*mq!hE!$ z;7~I?t9PMGz*fP{wk^{ShO@vet5qC7bo^*+g#kI>0iWpLl)mowN`}+hNt}oB&)bud z9cR&mZ1`k*x(vo_QsH%2bQ3Rd^X$q_ya`zu;ekIHPk>hXdm6<0psvFCh}2B=DIqnc zf*&2$*BwWOU^IeKM@2F2r5;Enyh<*5^HVfaSsw!{8Pcqvv5q8uGJpWGlR~BBQqy1` zzrfH)^<>sE5;t37)}{c7noPBz8$CE4n{?C|INgJW`nMbp$N9?Ftv`x9ZRghuQOPuL z(xK%c!*>P!265%Z!NVsC6Vg>0HC9teB29qbQW1f(gD>#uT_SUSMZ@jZk8<*f;>UjP zf}Re!>`@iE>Tpn^XD}XS&juo6iRXZfD&w|kAi)_<8xH`EVlRgQiyGTV%-_4v=mlLJ z*!BKgq|O_gKklZ`F{vg>Tp+U%nR;=)5s+(}RW{zt%|O=}Q%5eDrDd$vU$m5u+hZ{< z4TE**OVe#oOvCdIsHVzRO$oAn$y+`(=?#elCxSM4?X-ffek^=UgKEKb^9b$VA%91h^%`jR^Z*(lk4PBm2C88hcX$ls? ze5?+FK$;c)XGtO!VG|{oMH=nNgdqP#0hwuzXr$oPJ6`WGt9TU19IUr$m&6lZMuQOR zl|mwoG-Ytw-ZK_9D|0T|20{hSTG<$;z9Z(P8|@GTn~6 zhV|NoG`^i8%OEfNg+3U&bS2P@t%RqeZIpk(aF<8zY%j3;07R}#w-34^FKC%sN*(Wp zK>I9zd2&3Ve(Q8@=EFz8W>=mxtpy2r>8PWHYklu_0e@u*WL${RP#|XB8#xH$Tsv!D znDy%U9foKY*Pi7K`mj%0CjUF6rtuG?fz4)pD>Tf8)~_qGnM^RhJ2FFw2Net&9j+zn z41ul=@_4G}%osvf6o<)vP59O%GwBqCry=%OkHf`+7iib6+xVe=`kI@#6)VE$9R>0R?-fHYgB|8#&<(T=x zw52>+oVCr4qS~IeYtB6)BRLLKwqx^ph=eAD6jIW4)o$@31P0ubW`a%Cu%hoK_A#On zv((y3y(>`HIpV=4*rHwpwrn3UkpFG#0E-T{?syR7c~z0X7L%&eG#V@5;anoA-V>-H ztFKaw7VV9o`%hsY5m0iiI$0l&en0*`6-FMvZKUE5dBP`0ZJt5T99)5JCRkseMSdn1 z?QX9FQ&cse@;quu{As2{HT8*|KX04%V@IEayOHD#Tr&;@wpeC((nLTn`l{{zsnBw8 zE+v>-@Fes)W1d9EacwB8rHM732IYr8ef*JzLlUv(;czy*(SdBQ703|~cnOurmBT%B zIW5JK%kA2;5imQZLJ5P%=Xl(%BWE~9FYC8&#NHrej)OUC<&bkRb&#RvEZTKdb7PMnIgoR+=LAs4E4T z-38N5)_)(qZFY&yLODr6c39Pli}FDcX>}Tby&C$r?CI+eVmOw7g^;OW?+5B=B+baA z#1NsOXn=>RIRG_qwsXM_!k!a=GFXo|@+TPlnlUr0`f9Gcri(i(9R~FuWJimO_sRh0 zy4{VU!;QN@3t(b)5rJ1DK;`l3W)+4KF10pdMAzWowLF z?Wx6rU-D7W`t$<=UKJ67_u-?@2(i6hI&+>Sg2c*KtUt%cCx!4t0Gt}Vx@&OmN4wv5a<-ylDBe{wvF!{h;Z_sJy_AgoW_Mrcx0^+9YAvJyDB$cTuwfA zfm%*d<$Gs*xJ|J9q*Df3XTg@?7j64f&@DS z4?FudW^Poxm>h4(2c+kX1Z;5xDnS6G+Cjnv%bw1^!qlci=@r+4hRm3hW&(4^@?c2s zlr~7%eBk)`c8Fru#+tPgN#&4#5U3vFKohzE0y0Cve{!&Kd+f+`k=sSgyttgjZ=uX; zlc7C8Bk=L*C;6ot4N5yzN!D;9(7>CeL}b|^!Ro9q`Qbb*it^r1jcP-`8~q-+%|FXr zo$|;c=-a#)2{gbX7U%UeAyIY!iWnJ%zLvtLw30u=cUg|VtV6O6uu?!GG!mjI==R1_ zbk=ohv|A{a811D7vI8fpK=!`MD(e}xa(u8`og*s^>I{eicb2ew<}fCB?imKtlc-|W zPB|){r+fNF;@J`*F=6Ij-o4E-l~fH`sk4;db;IIQT3vnK(EOuO8$9kSo1e3&UB!b+ zn7YB3*-K-KIE;K-7pexYhjDTla<&9LIF0zC1VY#0Ew?rJ=G>>Ei4l^Bh7rV5r5@RS zp;{5M%p$RixZS*U%C4+6eIA#0`9;B?xjT+VB`@&$a{E3j;A?w6xMxlOIF(&Hl`S}H z+JRg!=$^aC7mPicUTko1$860og?(dt@7TR}$Q=(70_cW~GP(fmCWJk&2}d{9n8Zhy ziEbc$ou8{>d|#EI279fZ&;_4ga`8@rK6^%s(?`aZmaHY-lS2~8TFxx=?g30BEA~*y zPqjAzJG;{|p3OW(l8o=xxGn0dJ$0E18O{Iy_#Naq%&!NtI{fitxw#A}Tqmi|D5}xWpP|R48cPMIN4WuSn0ojM__Cm;~^U_fJ0M*iG0pp8kZ{P9*nv3UtB~{)* z5Jp21Yd0OvFphATPVK)5&lCPsd z^YRq?euL#&i0$h&#Q+gS&@G-PIWudj_T3|~EAVM-wJ}=+uQL22q9*cXUt^50I-X$T zN$ko05*%e!bx~lHe58jP!70nR{@3KLU>cr_e@=qsRlPJSUDzIEyP&4$so6N&{HzFE zk&c=jLHH;6P)Kb~(}TzL)y*IO=>Z7ssuEf*`7DP!Nh6aUQHZ*|~KaX#o?+QFvSEtn+dfCTf zBTf|AyM|Y1JXS$X>;#$@;z4d*H7gCb*&+_qxL>{wo~a%*95=C3RUOu4>zq+ejdhlc zm*ND60Su!HE%Uj9khnyXw$7X7$_h9cCaGUThg14_xmdhqxv~8d zoj_&*j7+1!$&sngeaDz$+Ec3C-Nw!U+6M)ux~D2g@btW0DSWVt|2$AanF}_sSK-8! zQDKjB?p9JZIaekaSDjB>fO!U!r&l}uJk^wU&Ild(Yi~)+JV|dEB#dV=>)D3_yycEsD77#B09b+d0MYlM3)w)Q z7J}K!qpKW8VNEnCu-O#3FVA(rF0&FG3*KD>j(#zmcwz>&AQERk<1}a7mqKxN7>@%L zZmODDz%1?f_M3e){GY{Lfo{ZBaGN?(>p6OEAoGm!+2>!IyBDne-U%{%GzT0pl|++i z(bY>p3aTpn50TF#Gr3B}cv7NY^F#xOlie4 z%Yw|WlJ~T5%*85EcA32C?WHiH2{7Iy;6l!(o%=6~z$7RpougueMdT*y3j0Pw%0N!> z1Hk;d6w5dTrRV`C9F>!258aS7%`k84Qo7?rxW4dAx1lnv64QQ3jLYe&$OhIbXNLLt z$e_poh?=8;BUp%oSnLuEZ2y9$%zg(4Us!Zg#)^Kq{@%!IUH(JyB=c{cnXbQnxt5;d32*B|=L-dM2R=`b0 zjV#0p8+E3AOC2RKaDsZFfW9j?SqaCgbQyUstga?7fF5Ob*gEYww9 zM95;U1F+w9HYUHPLN^7&6>1^XKaVqc;q=BA3FF>Gn&g4$^)G?`s3ju@%Dtpr==gxx zRQf5wX+4IXJGYEuqL(p z4KL7h*k#cQ#{i*L#fANvCuzyT#BS9UpAHjmLiFb4T5g<++%$!?S*vuw1w@TQ5FIwZ z-r%;BcOG}0lf~zb;0=xph)1+tL7&7leII*e0C;7<;%pFHN{@N z*o$Y9(&65Im$$YlbnC7i&u1w4dP@B6en3#~GZ93n^g^x4isSOm=p@`uaPVDC9V=S8 zgy4|Uy=A!S)FDW4usskgoFjNw%V8Fd>VZ^Gr+<`ri6r765CfI=HbFInehN?J)rV3n zN2J2SP8dPfl+}0r9PjOKw=X&uxFZ{kLSdLuf8vPQE1#)_dCye+^PMk&?PAH*n`*zd zBgK=&4`jdpLmU{SX zlPTthe;kZrt7!+wau9wm_FpVb$lGvEN~g;pZBmKZT_kXGzv`UM?LYjXx|@hdo6;-=7!Ztsb*pwDahvF8 zk^!p-MGNj7S?%+r;feu9?bU+#VnOqmU8T4k@$|n1F}J#SFZE{}bWT~FD09=EqJC0r ztE#$*DPnx&l>{~+VcdNC)!QWF$j`6FYy}a%Tqff#n$v$LbX)l1!9SiNG50HZa43;Gp@*4;4+ zoHD=OD!w7HTb%`cwiHdIiSg^Bp@y4z{p!wXu5OaNbt$X(06~bO4+bU}#C*TqQrj-b zqerp_b`A>U+QU_ohfhtXt-cP9vnt%3P|Cxa7Wbp*0Ur**inOPI04eN2m*29{h77DM zoDxsPs5oXSPb4-4M@C`KR3R%!5WpgXZ zZbneZz8kTExgp`ul;(9e!GD>8<8$Vc5L4(l8dAH1A>zLAv9X#D*2l0Lh`#Q`I8T+cFw z;JrZw3AohS0+t)ZSQK3?3Tb62tBQGq!KrPKe`d>$B3cq9naYYNB(sjjj zV=$Ibo3Rcw;-$g^@^GJX!27@zvOa`W$;A?1OCz#f{AsEtzXwi?pT%t*2aen|LE;Mn zRCL4`zhB3$1p}Mjx%*@sHGMi&!|65YCW;p#{I99xoxo%;);n~U(_FwGT|W)W zA_O8a*u~M{*Vgf~s&Tz|uOPHvCNPv{My#`KfDwZ%>n&i{sCzeND6D&5V7A_kTd+qR zV(ZN7P@JX2rv_+E64!Mm=GHdL-UmA8$VF3U|g;WWIo&G_-@IIEz4@g13jx2)BW|0^=B4vH%+O zM%0caPy$P3_Zww%#P8;W!n{6@op`Ow_2lJ$U&LhudAqor(Pj%O{5KGs&^m(~FlT)G(MLxrf>fH@MX~#j(3kR6#a)s9KX}vGZ zY6*6nUdbnY(yx@*0F@@dm<*V~Y{d_1a0`nmz!jSsfWVVscjGZggub3CZD|Ns*pzV` z0yWhek*-kf5l!j@}wiFd5ZlFoIJF*w#4lFZXp0DC&-{0 zx*!l^zTX?5Cwe{KGyZjS?se)-s(a(ZdW$htR;<291@|wzZWck9h>|_`>dyl{YxP}r zWTIZ4PujHFObYV7&KSG@UEw@8CNA3eB@QnS&mzr{{eqFh$|8>PB*=)(Y zW9lu|nW{Ee8ic^DR6N1i57(9ShQ0Nj{AbnLP{dT$)Yj@=>^I)C{dsf#;~8Z3sJ&jL z2jF)J2o9I64q7M^h~_ahe7+Kg(}vU3)H|BnjaC^vjARwhrvX(7 zbXwhKISU9o0@0W6{4nTksR_!bvX-F+I@QrMoJ=Z}Xo9Tg9lB?Z)@ogHVbV)b=kNm* z1N;J78hGyZ0E)E{f@O@7Z!ELIy875hTW<_9zsTll$_M`>>cJ4&aS{4#=91oVQX}?j1++(5_ooh_fybyhIJ^9Ih37x0-HGdAUAnSz}w3oRaTd!Ui9;{xJc1Bd) zS-!iDl%ZqbS;x9*ztIFxMWVR`K3vMNaGn{&SW%+pJ_yU4$Ai&0l^bt86Ziaxov&}E zM!7G8E11FJtfKADv@Pl>5FQOOocZ9HPrm`${@`z(`r?<~D<6RPp<~rIu?J{!Lt_YI zmkiw)$why-2_!3>lKM7+q;tI>SX126Z9unb-6U-Yode(QQ(XTfn zfTDx|xX?S?nJh7F$+J{#6d5W&xK*XS02Jn>wU75_XF)x`E|vZV?oS{M$dl6r{eb?D zC@sXq0>sXUH_1V8M4z!f3B_YF{b*F_eP^*^yS<<-y|r~g7Jv#HchIl>P;kky+` zi;3vx?h&vdpDObpi);Bw|2 z^g#qT{A3}4Jp>ANAWK)#Or8&r*WfSK0~4HNf(09;2Cm?OrO1+g*wb#a!U;98*{3!` zMb$A`0yvY2FHB^^fVFv`b2O1@?klMs*8$sL{Q7QA@nvLy)En8xU&K1V>qx-0j0Fq+Dln|3at8^KKJ%MxeOdgBXpJb%3U5Bi8{hasm&d3^Ixku&GM;i)Oz~*X8O)^t<-U4QQ>%{lN~a5useyBrM^>hVV}n6E%uF8= z<&4I}$b!-#Zy_e3G7=c&6U(s8A?=X5WTwu!Q}w0`#c*SI+u{jy4|n^8C15}$pqOUW z@4B1(i&wmz8)TW|MpovW5N8gJZrf8l`#XAuJ)frF)8l##5`%R>xL!d}AG@@|fd4AV`b}(+9#C;ou%bmhrGay#}v@wX$zCDERIkh6?YfMWgLK znDIC+tAuv>yVKy-^TS-a-zJV09fLp{0={fe0LB2O3 zgE?B+saCsl9ZWq`^smQs*LTk7$ zy0!j2)@hg)Jh%b=QLhT({<*H@GXnqO^+#f#j{y=Q*uJ0PkC*@jemFx_M%Y48#kvi9 z%@WEL=E?wGV-Fc*0H5LLTOvYW>O+F^U?cDn6|8HJFn_eeoB`Fv#dr@%iee69P8ke}Y1#)!kEaIc+gXiL(buP(N%fIgd90!;%1 z<@z8>z63yvxmIEfnbk%`93Na;)sz1LSJj*X|L%e`7ITUpf@hnaQAW=rd1pvo8!53U zy{|?|es7ga;cf)~uPI4P1e054sYu^nPKdw&!Z(;XTb4xychAwROO?}Kno~?#Zv{X`)JU@V5{-N*R)D<5#Ey#eo8x>2qHxGFY>7Q`*$iK_{M=>M zYuBE_Pcd<3+BO~FYL@7S!Wjw1PMHdBZi{MfweJnR25r)iHq zx5R+46COTVB~_5n%(f&>;Dy4{hk#t;(6cSx3W4cU|Ao39sOgK}op>j&gxbwMfj-7& zr=BnQCMM$(>85-WadlctDARN3s}DZUE1|0-MmM^_7!1&>>!+OqqK1a5kvLGZYD|B& z;C2QgtoHcBv$y2IoK@VR=LF=_DG0I-pli*xCA%@daZq`vn57#Zy}gjp)q{=~RV-ulCWH!64kJ2?pkU&6ZMKMca{Gx@yR`Bf*p=n! z=pPG~#yODL5P{mIJTdPgYM2glRX*Dmq2zva`c5^=t1B(Elw}R4*+cHfmQ|FdP|fuR z)ZsQ*7{bj8UQmmpqBtu5Q!xY`j&xn6Fh+7?ujtMPm8)E?80H5rd`ZEgxqMh*XF@Ws zG!`oxx!|@C%{ZaPVi4p23BOA4;l%+_o+->!$ZP8x5XObg@gg}?Zd9^W1tum|o5(~w-Yd{XGIjj!SD=U@akN5DWO!R&$K#{07k}j*H8R<9EuhZ@ zl75s15p^x&4N9qr}J|&tp4u4)K z0KlG^qS;_l$ambB2*EQ6;wV39;X;)^x-Xh_S9wQ>Zg`Qyx}nV6MRi;-b3K1gZ*wn- z1DhMkLikznO+9e5l_-=|lMlOszdnS3h5}`&yJo#ck<5<5(^7DYx)v5pScD^$7xvW0 z2a#2@M8u6fOjHbxz-5-&3y3G}JfsS?hv$mJI6nEL&dN;}iomCKJb6}^_1??7ou_k?rxC6d$|c34hycC$@kpZ{T8VQOIK!H8p_zc9 z)86E!Um&jRy`09(bW&lhWxJ5Pp$rf}fo=vC$*$7?p4h*y2E-}!=R z@QrgQzrT&tSb<-!I$BmQ@;`=yx${J?YXK1#D`5OMdwO$xNOrztiQ?wMMAKOxGlXlT zyR;6w(TgD|ZnCY+8x0)GwvY@V&UYZAN2J)^>D z)h?RYI2eY#AX86uEC*5exX~W#oldwXG#2dI+^d#}-K}Cz@D;d$C1VyxCY7pYsuSpp zW=u5*h2v!vF(DyQ*hpFkAh88es9nkij)(WRa&WkIP0Oh*;#3F^ekO~RFF7i%kf;3# zd(NNMj8C$f@`Ttc_H|5h?-5QOx;+2q8#%iRmp(Arz!`FO3v<1Bx7d*8iuMZ-f0u#-yOD$<+t^y@WX+BYbCUyBT2}># zh5ZAM{SV%P6XvRr`)t2;_a!py%-$~te|0yi2!b+2>&T|C~4?w z&xE&za26G=LHZ-u6-esjl{EGg8?}S>YbuW`rqY{EkBrv%zWXUT#pv#d&A)y4nd}B; z0Cog-eqJyH*arGMl_ZF+;A}5$H5uH+V1C!YI3F-`TS>IAxc_LMhVF;kWh_oLm%W_O zpY?>*>V1Z39=dOPArf(w9yfmhjWOZUx~#H}&GY)U@isGIe#Zm4=)^8~x|7z|f3n0F z(M1|!s)nj-GZdMQLpGoUQtu~5ygnSf)ZY6>P%i>kE{8F&AH!eFvGdPfhZ2ri{%Nr? zYibE&Cqrb%QnkTc${ys^1@&iZR}y80VVzMyn_51mQ#hulS>!`HEvB}Ow4^d34qP?z%*EI+Vh>F3@dK_CW^{*uq52tCE#Uea1~&3=jryYW+h8BIvuniFi8veMAXyyl$TI?F4~NrZSElkxJgv@L;QOdFMuq@MfJa3S_s* zUX_a<3FrczwjQ_1epF%y`PzD7?AHC`)cD0MkaoEhZ?i*_QdF2lsXFwE)?wD!H(?q@ zFQeFzauC#_+e*M4SZE*~x_IH7R9hn{`!S_VYrZ-Uc0?c<`Wy1P%MU!y7`p)6~5Ih!RgX7pnE(WOsUs1!4dYWb0jtn^t-oj+`)vGX#-b z?mcFPUL4i}ffEnx^f3z?{_=xgvh%Jf{GND@uaMyPQ%#dT3!v0V|8j7OPa`#6*w#SE zwws(-{|Bg_D7o!`ec>pzFZ}>mf%gE(G_|d+0RlTF0hkKT1y~_5fIB*wJJ9j;>uNL@ z+6rTHe9Y#AJ5gUNP~%JYzIsbZ_V1%Gs%tNkNdw6#{mO=~{!mz0?OP*?>ueF*Wm z*j2_QU726Go#?OrXhmS+SPt!{5A3U4xL>FCdQ-fB&}N*!Cyaty=ZNTKOz>)coYv#I zQBx?c+`7B`PTAA3KcECxob{lVWbASiNe~6snj`-y_}tQ@>7R(_m3+d)rW~+Jl@xTR z&oLEl+K9!HVofk*r3Ae`u;kL%H4t$T!_TwLOV402W7@E_)!sw+!&F5LNg%#Km9sI% zko4q`m3_qzEVqf}?DEWL0N8G2UhRVk8$5~2zVugm20e_`wMu!-UhEP-_uI^+lMx^4|QxG z3hGFoQed1pCESxw^ zPM*0;dz>?iIk0CA?Fg(p>B2jC=(0I;h8h&VL@(B8EK9{6w_gD2ae{k45mN-=#1lk&K5PMuG-F5|nQ-%6T~bFM5$Z|W%dy7SLQ4uJQW;bAU*56Q zB(aq?7JEC@AM1v!A&3M4Ye=nX-Fi|cJgrF~bJnHl7eDUjys)F^O)?>%M6ucR>zZLu zkB`z1>H1&)1+sE1e}tdV&~m8D-hj3Ym>SJVdYk-9q-ge5>>AgH7j9I{XWi89ejLl= z1Z7Ck;zx|^8v7JtYQ78D z-x&2hggvbyqt<9zB9MOTFh0f#bJP)qUN&wZhfIT;wXN~zSOpeTal0kj5a0(h!XcLOsEQMTcoyZ#A3u!O zyXJJ@Rq?P~Kvei$%Q}hqy;tv{Z@oG{R9}AY)vz}_?pv+KVH}C-Ds@g!ddzULL1{T3 z#ka`(-tDYKNpbqy&5n){O}ej3I8fDt85%g+2=jQ%mQ5E_#wLHmmx|S+>&BI{6fOUe zU`cqTUkGW%XCds|rj3A`Q`gBnZ7TsMl4#C8~HB&?n z;fF`(BLy~Mnll16^WViD8vss2-4|fz2D&4IX2&ANX*+Pe7o6w+onT%o`o8`fFVPPZF5Q03xkU|GgRlXy z8l>jpMZgG)=tkY^5mGGB-+@gzM^5T8&&-l6sI?B&xI8aB{zgCFVLB?w=OvuZZ{^Wh zGIWonJ>GJ;&MTJT%#y|c0X_+-%xOH5G6o052S94%m|8unW2*oplvWJ!ri}@6j-Znc zMCYAL|1&nEzt`9&vO>*!T0B0{wHUXOezHw6l>14`8i>_-WdR*^u&76hPE*E(MMx0> zVgCNFQ1U(2eBnVHfObkVa3+ih>mw=nr1*Yev#vekFwI#j3l85$z+vBO5%Lstud{lp z84U=@KQ1OM{cVkF#vxj1kZhU?H@w%M=5wczLaGT@>uUafD1E;Y6F9m}3of11adYJ) zY1u38kzK8H3?2vaAK->Sz`+#&Bx_mce|?h2^wl}RBtu#HDz0&UA~C;wGj7!*iNkq- zlvhDQ5??RGBFl`3sr?nM!$a*sclc%t`t~wp-j{V1LRrNWCbK6P&H6?@MvmU}U*8-=aH>)nfC;$|#EWH9MPI?!yMQmF=)`#q>HWn(6`QMiIim zjEUqnQ3hly`0aop)(z^&GXAH@_>XEG0eDDAcU7rWJ3>AVyiG@#yfmlwrq0J!a*f>2 zLtFUt9V(N<#LVh*opG1d#m?;iw|b%r5MFB~Wib9{Sj^0LPOjljtiHWhg~@I102r`m zH>x@73>)oT=#6pZ*;^W*x!#A|n;=*dciG4om?fzfFob z&Z7Q)HHg7fi0g(}9mN5zSGQvn+oh(u;RX*GeO(5KQw>&Y+5kV*W9s=mGrY+x4(!4u zA#^8Mek#dk5@vmA$vl2XQ0NxE;>rC4p)x0W$y!cUO9l(MH(U|jc-F^TuEi}*0W;I2 zgYkS&9-X32F9C~ZuqrSZr4x?R>NQ9&{+Uzd$Cl+@I~W2(Sg=UL1Bdt|P&aru&Wnd; z-(3*4i>qtYu-+!$(@6h15}!ztIu@3uh?ez1CQ{>;=xZ0v3DpI3@?Kdk7Ml6QswcV7 zg9$@8ijbmRxS}}Vjv9+R#?TP*t72Y7&m=SgO z+@t--dpj!dzT7Ge06gpu?x7{tK3o@irr`A`Y?_L>{e9z2$lz(TV7dDdGXGzFv`rY| z14>?#$-nXXZB-|f##c)BQqoY>DC#<|S6fCzl7NKmEm(4IC^v#vS<^rK>47_pG*!rl zdzGW#ekw*4SmsGeY(Da0#l7 z%ljU{AQUq!AJL}X9edA(c_Y2)j7;LncP4;>g~d_h zm!W!ESX_h>a0o#;Yk)I3T2NabeJr${fb4ly9AZiy|B+&GnOp^!-n@f=JK2>=$)>9lH5xzS`fon35d4 zYQ|fHF=LR-JOe|CYfFZNb03JC%xx&_taO6?=rJVG5L)#=4bs}@sB2u$6i-PnUj(~` zKY&XRI`rOh#}dn7)r7vz~nn zAFUuE%zbE83S$@~m&IynJQl(Y$aeaAyXQlG(bWTf92#PLbeh~Q2diQlxDu#*h88>6 zN!AW!Fz}nw<&5&$B+gS)zM2B-~#8@%#hpC%%Cpl6zP-7;#%G{cJtjjGfcbABc3h zZdc8nZzD~Idznm4 zKl^a-W@?3Y5&T5Dncx;V>0H)=(Mj^GDfOZJ1(ioFfEBw1_y*eZAy!Xpg+UJ$S99?zuts?Z3LFa=*! z$Y^2WVIe$^G;J<}67hsx=3klcn;OdPEP%N3=VY{LmL$-~Yv8+OmRK!rU8l>w!go&$ zBpH6zekOuh+oN)0DEJ{l)?R7D@*weZ%zrM;nv)&B3Ob25)755` z9L_lCvz8S0aZNG`N<}eX@D-Z-U}_F`g;Ki(Y}13jEETzdwvD!^1gXcmoQ=fez8)MK zaL_~I{vz_o?U4t7^#kmDvNuL{bnS5Y;?)XxNGz-mEuFvTG8m{xSFnVgouRXDq1WR+ z2s8D-%|L=Xlk9pzxe=m(Po?ExA-5ajO!!5=K*m|%jv?^$h6_iB#^8vmMVp+2OU6>x zMRLp1%vz9&>>)$dHn8+FOyp%mt+e?x_Y=NFzcp^7oQiff-zVF(Vg|e73cz5txWOa^og+;JgQx=El=t+w`Mb=H4_Dy`I zQ*gBZ(Gvj8Rb`I)G6kxVX;;KhUZcN-VvE5FKEBQhBNO!;1)AsVc6UXE#hXeY!$6h^ zalr-=if}SIMC2Q$okK7+`Fbz0_oEUF!&J@Th3~G;8cI{<%!V*{2=OJW0{}W^0QD+Z z%SBLY+s=hn5j+z$mp-7Iu5(Nbtdba}sX`WAh9FwSael<3&92(MvA&0T`U! zxf7CVk+vbRcHOS6poO;F#s3zz_TY1O5z4`YoC`3QiO4UU?_x8OC7VwHjo%rCTLf%LYz1VLxU8_ ziDB_)GcD6gvL7Jv1TI4qaPtISxz&*rO>V>xjxjv=>P&fwCJQAy&8N`DyOkm3@n5$_ zxT}dGw|8+{swq7QVu!1h5GLhXh|1bZ?agRgI502SM^SJdGhP7ZWthP189B$P@I@Gg z(K0w68H-Cuh;m20Q17*NQg8t$8`^x`cX~KAPtC2tywFQ-$II```;(4yqItmiK)f{? z+6RQ&PP#EU1?Zy8gOCCx&=|u;zoGmL(x`|aSRu{N_e}|v!@iJ&ny+NSd}A5(dkUs8 z<9(eeAszE2h^n7~P+=UXnZCS>ADyc;K7IR2tO_uz;z}jPq$^0DI$9e3u2C*2z+46U zQ~NbUPh%S%e=2~aCv>7n&g8YsM#T(0Y=s&SQBlJe-pkW*$M&o3fz=`4Sd`H-Ikr5>E!d+4#f!Jj zO*iAP7?HumR`2^X6NBnpqJ=g@4iIxIF{zR8*r8*3RKk<2qjDL@M5PT7Pocq-GV;fJ zPUVW=^su^tZFBREF$_9*c z#MP0qm@B!cm>3cFA^(^IN<=;xbV9iDEkG+EfYBOOVpB(5{443d(dJ1eoL6xgR`qn0 z9NEqp9`ZrbD}S+#uCvWJCZzIIyR0qKNH1;N?Gz?C-vN8M3MtgWOd@^9QMUExpqNm!2D16xRLMD6wg{_foYo#cAHpP^u8>(CNjbh3pjHRH#5;yE2W+~TDR zS)#{iBdtQ`J19|fPv`7A@84=d;{=&^`+b~|psk+g{ED(N@RK#f8Y~D~<9|0KkcZ{na+`N>Ss-Q^`E})H zr^L+NskolFj$+s2ft^2C!%Z9>AvyD%h9wcq?Y`e-utmkwJk0Pcvh3(Vs139WoF+=} zDW$HC5vJ{9Jtkn!Fay)-D*$9d2957=czR%^va>}IRo$M%2EkC?R4p7fsV6;_(gD@` zogQzq&kIEToePKmbRbHdlOZH`VuCokXJ4`yQFVzeytj@#H)M#M$*-t`7ahTP(!9E? zawlb@>%{zT=o6ql3Gbz1HXe8Bv60RgXBXh?7^h1B!~-c^O>hOgjuftS;K+S+etJAX zcvh44Lyv}+n*u*+(+lA%ln7b0Ur)(+@m=l)4>XyKvB`LrOYXjXR|*KBung)fgagnw zE{v#0p|7t4EIK#hRu*Ne@Izyaf@S5&E16D=zZxO6ei&@8DO#-Ygz*I^Qrcfv6{(>0 zI&GhTHV@RkU$?$>Fc6D7B$m#MHs+q=AxuQHRAH4kEt~jyN8V;A-cYVA4&)7Nu8=|1 z3Vm?8z7;h0)F3&=O~70^W=uqOyXU=!io|e29fL#$R)<*lDY8ANI?7XdjpV2sIGzW% zk-6&nG9pm%c+=*FyYW2`f^t(>iBaJ8g|Psg&CTAfjBUX$BFTnMwtAj_lWw z8Rk(W@b%HSE(kKVCI_>Lwc;ac?&AR{tFFL-x!CQqEv6b9n32Pj#Ucg}6fI1;#h`y# zj}DKP>#WcSgBA5zDm3WKf5js#FRj5q*^-+QuKsV^!H~vhu-XhM0y?eo_dmPF%hwJ> z2u69w>EWekGRh-AtMb~yr*BUYG8H7IKnr)wI_p#sKxXXb)+HN@(F*Kdrj}}l*}1&D zBUYO7)2IH%k8wxMeIBdHn)%<>;S3WYQ8e9=zv}|Mx!bkX+pqrM{ z(`F}1m8d?*_TC`)l4g>M%f#Y3!lNyI>{t8(t~ofjqXEY$ETSmM#mm0sp7v|;ecR8f zhqiFUE^rj2e1a-;#~iEe3B$RxlW~9UX<-=|18bQH%0_i041Z*bC=GH0I}<{qcwU;V z$MulQOHYRnKV836=(0{G{Z()G_&q-P9Mm2V|Mq z#RURa1S-w~^rHyU+u(Ivv{sJ-)Dq;BixG=XN`5WI+UL&eg`XOfTy+}=LnJ6JiCNr8 z2Ruu618}A46I#4yb28(meGL-AH350|m&e<@4{Ktu4;N$Tosw&8ZWZ-Scn=dh0YNoK zvhQRwz5D&Wyma--+Taaf#Jg26_<}yPFoU7+l4Q$=`pt-!zmU`$GNhSW!C^GX`5^7*>T0@5`-V zDnSuhwTH_?1$T_NJ--r);1!7od@~bN!ej+d{gaD}fljnplhF|_Gp|%=!=kvQRU$xq z4_LSZ#lVzPBcU#6;kT)iR*n^_LW8m#dJTr{q+U#{EnTP_$y|Bh{#*=IebkwJDni^%j(tfc+}aGZf0*^33w3kR z5b~_voK4Cm6i$uFU4W)EnuNXk0<;&V=i2yQw)MastsKYQLtZDEAzPsX6u<0<+fo7;|10 zm780zOtCAUk%F)zs-wGx5yX^?Trmwq)j*GLN*SyF5(~6!l9v)H#Nh#j))lJtb+@K| z(8P1V;1%C}RU`9Is0ogLr3eq5WD1zq*kse4E@zvgt3S!`ySC8LZ`H0Fxe=_*Hu7{`)hWCuR)f)a1j^&0 z&F~ryGUnoWo%&-FFzcfXP$JudT2pmE$au*Io2jJk!~$UY)Zu2OF9l>O9&f_In%d}V z3jjAG`!!PZC0zZE*pRY(Qb-scY;MZOfLNlcRq|~z3K-7tyq(`>y`RW5RQ0edS6B~s zynz9dYr771`*bbjWHntud6Nl=FA%EA+XQAF7m<|0=2*N%59RDcuJ1x^@+%9olZdi` zm5&y)(IX1(b}Z9a!CQc3eRxAsb)wn!GeO!6e*SrPL>I;LBo!qz`yny;Id<*>;i2}p zRY!bh@AD#p#Jv`J;T_02In*ZWLourg@}^@`Jf44BPs1Yu+ubyy%zbHrUUk#l<;$qh zdDbz*f5TVC{OM8W8@PlwAv2UQ)4&p9t4K4;e-f#_AtOWOaHLf;`Llnsgj^LqJ+`wg zxJI^j*|sx^HW_^@^o@H~^BC!y?h~uNhYEVzgac! z>j$q}#c=p^RCpCpdYj3Dh6}4hRxg%BAv0T@jW>GRN%d`~{uPsO#HE}V*LP^J78<$0 zC+}Gpx2x!t+qX1ltV0pB{KS-j|904`+v6eBbiqaNVPe^&@sIR_a#~+!Sz5-ha&FYU zGs8wBd)*^VNudX{P@2+bz)0Vbd<+cHAvV~E@xX;$3pGa-ypnNstgnp+Qk+*l3rTKB zCdO-31)TzDt4g6(yT`>}ewInr$_e!Cp1aaesjj|6LT~+FG9|v=rV5&lcW@S{3~rE` zgin$?0F7X!=lub(ZD_lil9aJ5FA znOdD8LLg|!YXW@kInAHoF-bbgq!7&w!ofSl_~;I?ozLwTl*I=*?2nRrA|r-sn5I*^|W^p8}gp z%5jEqZOil*DD>8igl6WLDn~7W)pKz-e>r*S21FqJ%1^ahG|lO#T}H5ar6`pd@g#}{+7Y;XgD+gjyxnd&{N zwursh%}R+wXqKKfd3VerQiQ8_!vIS~Lk{95;ETCM+hDdT|2;A6a<#at0dfmdgE9z9 zQgHX_X3%jV!mnWva0mhUYZ=_4S3+Ol>vcS~oq`h5pSCa_)qL`4yi~)@zxn(woyRxU zZ5bgBqqWWWtqb5W&hL0mbm5$SD!i+!P#oP{1$*Nr%SNW$SkTk=0R}DU^LN=nhK)D~ zX_6AD(p%#xIJG07s7#^qt@t6!{O{(GtqBNL>1jH&8rZv{ zgL_LyCl1s{nA(^|rjT*MjQ0>-bj%5cUk)-I@I8%4JpW;>?*LUms=tj0$^Re=3$g97 zIpGbQP+@i58ZF^6YErUhFW3@FkETG6C2ar@Dei<==nqJzJa8%NMMmkAPjb&a>%x93 z50ODp6xtq$-%1T7_-|mGT(Vxlh1{YAmWLYiUV}mu*=3|~cBneZ8zrzvG=w16mUK1G zGybB0ytn}j)n38==$`wEgjDZ7T= z2XusCKZt`nCOuFU?BYpzns+Xdu{yLlx=1_=gDv`ENpLJfxt>;bsKtoLVKw?2Nsd)d z&)NtXz?xT#^$q6U9zboW4V`8KI2JL|5WV|k0q97p_2lwtbYKQiDA`FUn#2wu^c36x zhKT46Cl;>YI2aD3wK9}LYhkPXrXW>|wafuY&3t=+BSxh(9vGNIaCT__h&n%n)|N+{ z&GK#C#RC@XYjX6@`A5x>qu^Y^=DY=_6-@B!i)<4AUO25>_mAkG*Y#5v7tm4ix&oxv zoyE>!tl}yG!26lm)R837y4gy;*l=)27q8(XR2s(!c@BX`^htgDq|{1n z)UL}|GpX{GVOIGs;7q-&%fxU-I7%l|t)O}4Xt^w^(G^iDl2m8;dLi1(jyDr)ZdOe| z$2w*d48}wex@|D;lAzZ~g-`UM2@^Z-_Qzzv+^n%{ZXmBnW! z*hhB@G?W;A5yxBmVgD6yAgkna>O!X;k&NjxQuAJdcRzPhKjbD+NAdb?pkY!)-A%gu z3HiMj&977~g5yKwoJ;(u*Y~Ekw^>+pXdB z1Tep0oszOTT}LBS;!Bu)Z*V+;kmSalEqRp03SREWcl0RC+?k7JDckJ$CwVwk9v+!0 zIy}yy{hib@aqKMrF3{*#1oRzpRut1a5V8m{6N#_Ce25d@JV`x3k+cm9YJ_Ip3t^d8S2W2fvnI{V}b#i}b7FwL?pC(%{8;g>wZR)^} zu=*S1UD1TFo~*5``hc6ApjWqv*z4}Tef%P#n;{jCXJLkkGqmk(5XceiCJQ>SQO=Ven&?$Dsb??ic zV_^QZHrWK|Cm-NYdu%Ueb;R?d8;Hv8hcks686f2X+&^rKL++V%=vns0wtR&_D$YVzNyUrch$R zq>=Jt+8coJ_g-?CiKitkj4ljlvVe0WD-spT?X$#%eT2LvePTa=IhbC9?@X{s@;arm z21BXwI41S8HY zULV9-kmjO&H>@HA;SY;VGR9sfchvlmcGXDQCEZBw>>#zh$uh*T@;LWkx?$R;oS1tlJ)MT289Y&SJD`jR#`SWw8Pi_SCc(fF}Rn+(rBIlmpp$*S^3Jo0Ty$ z_n6EG2KfSc1;}EBo8z7#wOKsIfkm)Zy=1arhD291>Gd}ru5HKw(I4N{Yb#S&D}vv1 zDTaun9R`7fV-azVaY3$)@TGJ~q7jo^CG1W3`OqEE%Vg*^5yTlYZylt>jyE0jKY$Ab z-qJ4?*yVp+bBtrok$Aq6Vd~I&sACo+XXQc;oR5ZsAZM6A* zB!ow&?Fm?eQ($0oZti5D!6~b)Wt{x50=xqb3H5~@yx;9Z1Fw%_%MF$xT|OW84czTL zcTTH0i)9@*20xbL^oP(tOG5{_rB}<1%NYYUl#<`(8U7wo>A6r(Gd*n&v>V+b&3eA^ z4q|5J<+XxSxd1&Kjq-)0-X0soVMF(i&P!VMh5US#i)c$%q=Pu4j;=d#Sjr-B86vO+ zrJq>S*vxySa#|xEVqina26T-7KIwUBt=db@O~X{u#-rVJg{p0kp@HZV#QVWtm-8l$oR_!KVeL`WA50(?~o*PCZ z*A~O~mRSMXeWp^tOA<2KN{i0Ig$)I9Yl9rxBz9sT09GiMu( z4`^-8pcG44reFRSEk9*rPm!PUHhg<`-xV2g-~WYk)&n*nXEYu9RTAxj)U87#(2G}@ zKIfwDPBW1@?8Sqe=V>7R1yTuKXdmEg=mG%hlHYnGF!Rrs10=VdrfzmO=e->Y&6CRd zygFl=(LSqy z?=pdE;92PpW@u5!dahq9&9)XnJLxkI=51sz6JTqzcBSO-@fll8y2}s})|8QMM)fD-?v&$XK+olmLJWBSi7N!aZux*j? zoJ$%|AOJW;e$u9ib_S9?J{BTrDjYUNZz@#4;(gZJuHa^uH*813&_;XNJTQ<}ZzO|1 zw%7akLi{oJLc-+Dm3V`^UY)@Us7fK>Ohp3zX%aU4CAjq!B6F+ zf#%nBHK^u_ZCCkCo7u7wMXrYFR(b8D-U)PdG@BT9dbTQ)qEz4sPr-2n@s@_=J-gv4 zR40`ujFGSQ%+Pv}Hy)DG*?JS(lV!-nnI99W9F=4wm_){@&lKbx zm3nKm484GEoIldtWnpD~G92!bdbG4mLE#X(7ZaGXY-8$)TFguaV9m|HbSsfG>@=cN zh1NmB?aVhOd08j)Vk8sl2_KCcB;M%)c`nPd78p0#%3Mh+(ogQGe7^QcoDthW24@bA zBb@{wyE``?mqbN8KbqwN4h?{XWutCkD&ne1A%QbXQ^F6DMBz z(a?K1D_{^b|f zYmw4t8(Mrt+xqm$H9b1vT468GcY#$}Ww}lOEvc2RUNFKkc)-dej4W#CjBK@I3&4x{;*js)3|QvTNLO{MAOG-UaFnb2mWK|@C}3&9Qi zH;ccaTl}>yf%%h2?Sf!i4P#uPj5r5T0^HGdI(&s%l53kfm#N-&`E@h_wJSVE(wc?Z z%?Px}jTP{9)>H8)W8}-5ffmBe&-wmiDOmAi_Rc`~zLuQJY_87PDpX@KE7**;wB@I4 z;Scb9R8&{Oz+F(JCsF|OHT9fHH;b>BJKoT5y&k&Pd>qz{rZ&OISTuLBmwCVUoVZo* za_ZU{$rV93c83L|AKXy(4k&^0eu@a8T|}@~{AL=#U#3?)fJIZ;cW{8^i{?FVlN!SZ@Pxk+PQeGu~*%7&rq*qMpR#i>#uE56}H7- zGk$#9-Iw2yO!F4H5KA2y*xziD5m&_R9eEc9#;V1msvct9r8-lKEYMn2dU1GUCG9yE zz^<1ovDE3rS-&|))COW=T|i;6fOBE)+|?>!D0}X3q{$=BCByHVC`t)~7}q}rci>6C z4^tt&OX-tCe$g2-7Tib`96NsBk!_)*R)b-N;IP7_qA82vAZ0Yv8;em#4qW%`Fvzq3 zj!6FT;Dzw(HY~|9`tD_L2OT_JzXaj&ETNIbUPFAZzKi?v8;+=x65LbXUm$nuV{Rq( zdpQ1|O3>kxXxCIJ27=)~5AZt5XREd?brSp)&c^o3e1i4Xc`|OAf?_2r?BpClB|cE@ z3Ho|~o(b3<{EF;>sV`HnO1NiynvfGi19fEFiBU6QO)DP(9l>af-*9xHsoe}7sp@Re z;Ub8~5EcZG(qzY?aW!U{;a#N0CZM9q$UbcRkB2#8Vz!ar2t11bp+ z(kMs9AO|=P=4sqw(E%Bz#_Ic~F9phK9iiVm)gmje)}9KY=DwplQUvF3Q3zmMp0^&q z6umml{?VN4dn=Q7At>(oPgaI+`JOI=I8dy~pAR#7P$N|qcU|`VP!^*W++KgE@(M`#saB1gQYDeg5QiuHq4mpKHL`9*m+)mJ z#14g1)R8YF*aB{Ef=MxRnX)1c9!IU__RmMmb+AZ^F0;_N%~#12sWrYTWAoS}wR{#{ z&M_L(vL3e%(O7(b5Gd@~9vfwafT}MKcc#C@moMO4Y=D#(s#qyQ5IYsuzOezCD)GdHBEM}DMctq$p z&sBjYQ$aL}sKxqlv;}NC?z^;T2*0OlmX$QMp)F^*AwKj3Q2@ejMWW4o335gwL^lMX z#W1?QHdvrfdhLyDx~axFaNO+ZWh!jdjQl^MK53=)pEQh7$U@a*SL**;HVv%pU&uFASSvG4it~7t<|^8RER^`_DCB1XJI>{QuM+ z*4IB(Z|T!NQ>ocxlTR-|%js-(%^#slM-%o}ln2;mie1-5L=zNW+Mg-%~FNn65Ng8OA7N6X0*RI!thO4f`< z>3*?!JRT}?AgGqS6WCaSW3=&45B|^%FT{Twnes)3i-6i6H%F_pD!Nd?IYoo~jMYxF zy^t0}9{!9HOJskn*nz*y79R-@s4G>lY@l{80)O{TfHcKAc1gdU5}Bh0!%OrsSo6M? zcozz98-vRR6T=Ai52}4e4Ba~~3wEFE84UT)e1p6<6x|N7*D3y0x0VX(B(sb{?6jgv ze|UPD))^F(?lVCyM6pM+u7 zKAq!C69K-k9yAqSPF$%mgGlE+4Pf(=GrUexdXzMeFL)U~dv5=`!~j_NQKPPF8CwuW zrniKseO$8<)}ZKDCKD5_+L(#O9&rF$3S#<>(UQO%Ekw(ZZn}?IDS25P6X0c}>E{Uy z?Jzz~OsqcXMy)bwFR&$e&O4>QBVSjl6@jVm?!WuA4*KylLk`uqhK>CjxSEi(c@3Z_ zN3x`L1e#`eV6r+@m9i5}UqG~RSM0P<#Kj*PiuyDFv!7J%bf^g%l z``eCb3_jdQN^+SBsV-iA(q7tD9L+Oe)D3|=@zsZI5>lCHyRS057&asxDa!v|qk@Y* zgN8Qmg$&V|XBiIZ9t9d`SEIDIg8OT^{@*U=y$FaeZ0&$@%Ac79@_#ZX5CbfpI+{;Ly$(TYKulsSwPD-;NHF?k+ztk-7fTw{<~>|3gU`I zEUkWLdr16E7l5jeMtrYm?B+NL=}eO|XBX)G1Lu9nwv-NBCN1nZ`GtOO(j9C7;JWEf z8q=~6BJ8#oBD|fJy!>?~I#lqUJZ9g4%Jh;gsIM(<(sdm^HYP*)EFs(L z#u_70RtJyu<$tPrK{bGnL*Ef8GfHSiW%KD0eQW1S^XRon!VKjbg&XZ>8Z&9iugyMu zg9ia`*s8(nTSQXk#aL&9&(1=RrAPBG2mFfa#8FKj!b{8iAmc&pEq6WRpsSFntiJZh z$m|g2q8iGBLs?b8DDW*wc89uk46b;<&zZ-k;`TJyF#8OIRBY=%on&O+a~`BGI@e4c zMBY{Xhm(J`m`~}Upv)f?=uSos2t549cfc+koMjF#NEUh!-O+^@km-!o^+RZWSk2Fg zc6O`&z9y3Vv8ZD}S4$`xO;35+GJ9q0(HwBKtm!+3@P4t5pqFL1cSWkv1mi+cT-?T5 zIl6+s&lbID(Qa2*AwzPgAQ_ABKqEbyEz@XR{Ll(gs581nm1}{KJy8|060-7R$8n~z zCg6>MQJp_`bcZHPo0A3zQvK85T^~+WlAWA<0`AC?0S?^-8kSbhkSc@lk(BL(l0|ru zsH%*U81Gj3irsdjq!>l4hAguO&89f$!HiAK$~*d0 z6IDwizm{wjflJY{HvawbYAz|`&o4gO>75g?HMkoh^znLvE}RH*ZR@82hwr#+#ISyH z*Q^0K7j3mJ`OWeji4qK_)Z~)_R6QgzbMTJ@AbI!!_d*ehyE+_6qAC(nuPj0u&cJ-D z#{6?}(^4YKXw{$ne*Ft1^S(A#@?U2jno|CN24Th}#?r zIjmv_snBKQ`nM76ptHZ!9O|lZb&+Aj2W6#7U}(=~lH4N-zYkT$0_2~+QaBd2p0S>s z$#&Yl+y4l+uMDP;=CnzuI6W}h>(rk_=kA6O+{K8?_E9(3Q7{SG@~jTFzh(b6sURV) zXz-&;oaxn|r!3-krfwd8%Pf-2?t$-XD!19lz-zw2rAD2v(eEO@so?1hSt9`zahcUk zZg9RpR-6W+P(@j4KS}#caM|SjoSxIaE^Mr*5*yMe0Fl4ao*h%1jehf74fNp_$cMHZ z8EP-rLJJ^@P{KN0N;#T}NkR6P+!^|4Y-^BJ3V;^J^1O{JW#HP9sD^ND!HMTkB(5A^dD!a7{AO zgsq1e4l1c=IO&UL><6cpbN_4tA3V8fMIG12%Wu5MkCVOX4KcswSz2~@UO^_-o}E`~ zxZf87^S)Vrt_HoRXk-Mw{V26B{Qy{j_W(petOPVBkGPJvS`Za5Wvc<36VVNgec_y5 zzU*J#;clDA=thb{n^!C67}W4*YI>P)_eDJcwN!5>Z}A5{)h10(l=c5tuAyUxv6=O4 z*VG;4$X328?Pf(YzDct4OIyxM%K0CKkLAYy| zf;F+Ooe^@7*Q^ZbVX6Myp;Y&^pO?ys&ICZEKX8$Ix(>0E=@-S7jFv3TksyXR$L2hD z#%&uM|AP8=mv#RI9&}@@VW??P_NMLt1tbY)~aN6fUQ9jrMxf`=Lo_oW=vyah{} z|7aakxmdCc5}4;OD;oT73Zah2M|KEkP+XMy4lCT%Skm36NHrkNU!pH(zi=8izx>{k zGw1o<+i$6n$NU(a&~x$d{In^|as`8$_nO>sh3fs77cq_LEkg+N>m*-E%r`~Znvykz zk+t;>6iryuWjuPeQ?~!AbtAlo_cxp37cPFgyaCGM*w(U%8Vs%L=yRE7=TXt^ z-oz}mE*BYzwJLaJMLHXywND#e4HoxRz(k=e5Y-`nKWI9V0yozjlo!bbUu-UW&L|~V z&H%m55&_`%Coj+UjAxf6TK~%x>nC}WgsiklLuL`k#RLa*6Ye5FwX`nA-bD#^dZ_p$H0<#6 z4!(vANaHJKbC`(C$o3!8EfWdNoFp(v$;Z}xY9Dtfp;P5+;3j;c6|0S@t*^_5P#48A^L;}W zLRf?#W`tLJ{1>%tzf0z^3u~aed#vq()Uj+>P%Zvl&P2Ig7dy52&IJy^XQs!BCsni!CAAnNHu|$zg_z#q=$MY zmXqWl=ENr&q5(OcsNcmI-?t(_Ws;jTBT?fXx&8Dx&V*PNKczd)}Z{T{id$Cob=FGQWXbcT!H$Ob3{>#ACs3a|2*-qIpU)mOm3x_-dM%wo1d zeyhcOEj)T^_KpndskZR2KK_xaR^|d-kzDGzo>2Xcse!L=q4{D}$D=6BXSWW5;{e(5 zgchT*I<-rXB5lmYc%55oYkFCo;~7#^`G#|BD={5_Anq)|GxnJN({T`bdrox`1<46G z+Lg*uTgq16ej=?e%VNEwn)^Mh9W@Qc{n`nZq(pdfgi`b-1GGsQ0DMWq-5NX_yJ+Ka9!iQYSHAhpQx(~-ua;7JnzZLtmH!0 zAXQol$U)F|h|J4qp$#1EbuTs?v3FXkV*#1 z3+(lD&wx6G3x}0J#H2JNQW7~U*8Rgfm5b3tb*#0&HfnP`2BFdf7aC_O zi)bSQxPvw<6p{bkK+QAG`L^UhcU~5-7(@!PsCdNR)#Z@GDa;)Lj4>j?AoHgT!pQl} z7V(H!;%UbFqq~HG)lBLi@@(Sggwj;X*!IJ49u@jiq*<;r$*V%v4!C#sjO%=vdO<%s z+fTopS-Cc|LsooN<#{y77h^stvSfgu^vl0ia9Gu!)seXypX2gl5p+zyhpHOuGpl&?~UEWfm+&|q`_nO>5)Ll4h*%~#O&Gz#M_?pp1_1*V=8Tdl8 zP;no9{oG%>9<$TDru`UUEo{NCcET!=K}Bzomdx#C{pFh&p0+SHi*qS!i2He&|98|@ zHlFlfFX^2#rMPw{aMmjM0f1`)0j|qUP5HjE`Y@%G1@K{;v|Nrdioo8$iP(BkV>;E> zBPUT1Lq02hAeJ5oYKN{emllVOJGN25exrtiicm#qnUgQ#4!PMu{bQKM$CS4v6q{!* zu(B#%pS^~eg>z@1M%}M~jmj0sJ<79|qY0zg7+mYf&zaF|8%4m3_mz-i56HTu~@dB$=E+Og!XIk))y2(OjgK9*3c}5Zr^-sFQnXqq%L_^`;sWsFkuE ze)-d4go{vHAAxH$Ebemm%p9%TXWk`{GM()d+Bg zz+(;~VnX^jsGUa2A;lPo2-~6|gzbPmAX>@Xmoq+%`-B*fE(es+-iNs07kp<-LM?J+ z+6Fjr`2$+2A4qU{C7e)3tr{%c#=!D~OGgU!2Xc-87H1eGz2df*-NYY8j%WheZS12k zbS(*|w9xXa@MlAMDNT;JY9_~y>I^U+G7!pWvylg1%YNo81fZWoYC9h&9Y;EP_aw6I z)HcPyZOQ2v|F9b=zVfIu4z=iSU z!QELKFqgC|(P*(!-`PO&-y=;}rx;aP?bCK=fE-0xI-C~zvE^@uKbk7n#|BXwIKM9h zz|RT=g|;Qd3M<4Xe9o~9sDCXYxCPh=_OU8F8t5-LeJk#J2z037(q#6B&Ms+iuurE=C$! zu=_jE1wX&StGcU0#>qGWmb>r;G$F(`_(Vl>I8_Fbo194oZTp?-)%<;pDp4!jCurE$ zmE$y2eBwW~@F5wMxEsU7ZE=~3_H{MQk0;mE^3tK#^7C&ea?C=BQkvL>H=iYo#nc5u z6o)>2(~jO9#zF<1w~e>5^9jM$jbuxY4%ORdoF1MF43$>kT7`lXmfPo*R0{caXuv+) zp6x_%_Ri?IxUvAVrO}mZ6G(QdU?ihD<{S6^RvT^y#VHep4}iVG`EnTfvVVKVnol6c zfzf4&vX>ryp>x4E_a&8cp>ge&GOfM^<5xxk8NIwG6S(r)%zO#`z20-bZ17=*^ElL) zl~uo{i+trn8N?fPwi7W|n3Q}+5uR!!DK=1*ICvuO54q0@lV$c(AQR|68Lxay;_Of0 zEsd^cIj?V(n+X4hXB&(ks8>`j@}L{}BL5`F3Vp*-MHmPz;?twh@kZi11zp(YiZ9|T z{-Ma&9+;Fa#l=B+>@bsA;FHgewGM2M^wT`yKSywkB#?#~}h>O=_IP&`` zp?>~Oy&0=EiOxG15g2YOu>3UVUkj|5*3qMo_KKZ&$yqH`dBKU@st#JQ5Wg{o%S>n7 z1yAo{4a?rhR}$f$&hWeqaH9+==41NbC)(6%h@iXt238*T#e ze$!daYZ)9EED4#E!8fsCZ_`_IsRk@%7Sqz>-jr~1%0qJN@kG0yM-rOMT2`V0u;f&L zyl$$e;Jyj$11Ajd=2w-rQ8f)zQO;coC0=ulN$GZo{{qDywQt=J!XUlzKvlu2Rp$gA zxbBk!=gMPTdaPJN6Iak~?7ine>)_x0l<*75Bhr5|SzJ9*B~6E{aSZmSVhOgw3!$=1E!C^6T0_zB!Dt?r45Oy^+M@Jx$(C{tXH|Kl zfJNyELtH4zS3TGDd2|LTMfMp~Rvrtt%Hds%${1@Rs%Ie28E%M$(j@WDsC2BuzhtK9pd9dXUyQ2Mv?@d zvV#a0LJXs~QpBud89(^^XVYG%hLpL0-C_U*_ISfbxrd;h+As^j5laZbg7sPd+x~b zG{6vLX^QVll}4}qy)AahJH0ZABGhe7P5>qIxV4Eb*vrp3mbQZr6NpSr)(}n@B^-Zm zCM{t^VjCrN#7RzFBP)KH>xBzVt?LVMW&g@!PPvN>dYdRN@t8ILazp{$a#W+MmaWl52&~4wk8SW8IrurpGLBfbPSlW*+NK zp%2TG30z0=_2DBKl1iipP8;*`p$Z_r^X_Zsy7oqewdtBZ20>ce3=u9_8OJm;*RzZh zxkK0p+*hqMz;?F-P9J2T$XyexqZBO4U7CUuOPljYe1ht`cJ(~t0g`)jv9mnqQ3sVj zs%AzYJ`c6!@A&lN5^AAvu7g84&D=@Pf@Ic^l{)$ND_uZlCcFT5I|GQvIb?v!)^V2d zDP3b;?iA}!#GDQTK1-^)WMd-~&qVm0^Uj`sMdo#X5qk>dpH03JLr}yGWpxBVNJ+%J zv>5Pw7Gpf9s2y{*H1WnVuI;}g&z|yb-nMiChGd1Y{3MyS3zp=U)^j}2mNIi@jZ{@J zxNMA~tqWt0hpUs7JpVXVI5@@2g(a5kyvR8(N9rm8iX+QM+C!eD_Lv4WgLMxZThsUH86RO2lf+SIH{6ICR$)Pl^s|(xLTGTT`dzD9`ALE zSZG8giDd92UsG|Hxm|-@KE1Mbu~N4y^AhmZ2zGKoiBPvvv$ct&)R^lgqIz`&04?ZrcreOq@mc0&B22PSPw9vHw}ZZ~%ztCd+}Pe;aicu!{GquHlc4 z?r;R~L>w3(QcdHiq@>EzGVpiwcePKx3C(8kzPbiLpqG~a2#2uAlz{kVq2=M7QM6t| zBDzU=(fz`Vxzhz*AG3Ndg<^hEf#fregGr>$ZoUP{0DMTR)i^q8rwwf`DXEXMYIpMDN2eG* z(lF5G5%2i;LZ;_Fk1H|-H@Gu?!HD^VocFM5XoY`+}UfqSVy~&4XUUDUyE;bRQb`s z5F&_jq!2?39;CqKP*0Ov?Px-O9Mn^Iwy9^m86`1*E!`a`3lvsv|M+l@h|veJjctyn zTIP`&3IB#Es%8H|pR|Wo?dZEPy`L7@?JIvLHE~0*HLX@EppGk%)cU_{Lo-7?OfsG-}ou_C{cEi?= zR74$LKX;W6a3h(eaRl>}UDSl3RBkv*vTjT1!x)z(Tj*-d*0OXJTXEuMXx=DY0Ifi> z^cn+(C=P5OJSLm?VCiA?)nY!DZ z#_POVehC~#rM0u8STpBXfl};E^x`!IjZ^lS0CB$Zc8?GKQ(f>KMerf+!3--GCL6rKpv>Ik z=@oYfQ1qt*l*#vq-HB2+HMc&?~)LrrK%;p80&VJ0u3UvX0yhBeGdvjC?M#E z>57~gM85U~m>NCTGYJ#Zj`T z+1d$fJbs`~%@4U9w5Ul?an2$fosz(_*&RX9Y9~$%dn22K4B2(jsf~k1H*p{;&X!Zq zdMm$HV2Iq3EqtP7$b|7;IwEOx{j{E3i_uAuwVyMQ_R%CmM|umtnjJ7mIbx_{{I;Kd zfTZsA0-urX5u;c8I$L5IO4Hv($JtjV*L&E*kAfgLj3JcP5lGM%$WX^omt!|`2VIo_ z2LN{A%N~M~wNq*==FyOLUnuQJi?|fz3O4fG+y_`kMU90~WX4sTtlZtDc9dD6 z2T<0jG5E2WYv4>1UrgHBwY_uIk&kJ0Q0>SA)oOj}5fk7UQ*o8TeP#%)GvBkWW|9Ia zgDi8=I^HtuCk^krTLb2Ux|{jhtmH7(U61DM@GWy5aJVUIiClVd9XFv5Z!+1QN7w-< z)2lEinPFge{2xHjOca9~Re&*08;7i%uLAwE35#_I0giG|CK^_yU}P+(p11B=Q7#(j z+0%a!0mFj^ou(U%asNa;H`)qjmb2s&Oy$m0KTJxLq_|0DWm>Ta$Q7=M&~bOBENxF9 zHQ6v4p9LSEdkT?D9r#ZuK=>DAmS7KBN<8UB!f6%1h)i9-LXhN(XWN3>=;y5;%~&|( zy6Bp@YH=dF(b~b5ez(5uOL5d-tr8?bY{cjyjt0-VTn2J z!B;k`ad1cYbcFIhQ266?o&dlIJ9R7g^!9uX1^S3clPM0!Qp*Gcm9r#f%M2ZI7Amsj zzrp6*rAxKn_Bl=xjZ9K#ulU_=J?YFPF-9~pW>3RpcA~0M>F!#^F`GLzHPReb~KJ_DrZf6vvntaF> z=PxLFrTtBw1gUE)VW~|&a55L zkS<#B?7A>8&dvKt0f+I@T<}a%b4$|*3ZcrRcTkZw%v9fS4Jg`K@r{q` zF2A1Yv23Sz!2-@Ma6=M1BkMI~Ftvif_AfU!)PW8pys{04o@66q=W4_E@i~ZU&IbOU z51i@;7|s-a@$k`X|F4x}R{)eaq-RG?l8Z&K_lyTZs5wsi-mCE>3@cj#Y#vF@`1Fwc z6bj3P{s!#R0;&fOuzG;j)T4&gFXfXK(7(X@0!?&=T~9o*ZqX{aphgoE_UB_>;T7`l zk}?na zl-yh)**e3OE5?%7IHWGwNIN5cGsg) zXi?xS@X9;ok7|o&uXB2S%_CQrvdRvNTY5D-qr;j-ML&1uon_1p7)=3Ps{ABi&6=gd zm$0Tvg`WAZ&%QJh60`cuaJJg_T(>-ym9yvVJ3kG%-E#Hhm_)G%&pX1@9UUm zQ`1)*ArT^deW-8S8cHlM>Zm96R<45c%QFqiXx>t8u1h|xk&g8nZP$O@?vp>zz>faq zwNh?uz^Jf!y}DjFth+W=67Qu@gfhD75X{i$D3vF1>JPe_P>nd02e+>N*&-$fI=A7H z*}WvCoFNKX0atpFV#i%jZY{S5RdC|;X^hQ*k;__NK{bcevv;7BtDLLtAg{pOn)3=t zF-6CGo*c*to}s_N)D3BXBfbGrt_n^qmf%gEb z5aTX3A3D8MPcTXk2Vg?K3bbn&n5hQ|c5i7V2^f>2exBLL6FXp`aBMp&Qw?HSAO|%S z>hfA(RdqJwTY40p!LFJZ#0);$br1iu*J{AL=&I8rs#@#^Q+1r1nd3DAju~k?S;x{t>DY@E8HXz zW#cV7uKRr%zb~yZp~-D+GkDR&?wl^U!BMV?n*I%4a1}F7)5>JalHn}X<9SU!((xIS z+0`x`;7?zQFeqt>Fq5~rpcu%|9hq`5Nxs-AMKX(=OhlHn`KD|^q|=L#rn)i?9jHX6 zHe~sN`RwH%v5e({u*OG1GT=pJg^;JRF&$Io>wzld*wue_d!xQ|B29X0#E=MQI5enny`|QaRoijgF+`#GEFgqFtMI<;E(3fz_KgH_o0L?QPoY_ z!S4dAV%L+2LPvaRtiGHy6f!~DrIG#lEpU+=k`T~z{-`Qd?o*HyQ!QoaKEHUZQHP`T zn3d?woRFcfd5wK>{u*1FEbGxOEJBVQ#d38_3uzwf#fsP5+1ir(m&XzW^|wbwz$TJ` zDhHBHHAhZ*5=o|i9I{_VDKP|SVharOfj7L8 zeXrNF|4Er6A?|PDrTaBw=|g4y68>3%%G{osuSI5G0*``YrHi0QPP^4I|U$xh8vM?%oS3@9QSLkl=vPlTk42AT@CGDZS-+gz_ zi}?~ev&b~#Tpb^|W8R3sJa1{6X}|3&U?W={F6a=q;LmHHX_)k(+8 z8R3JRYblb!YbZCq+h%nsy(=+NblrD*+t2YWUgSr)UJABP2$H@YOJ0Ma5C{%{4Z`r| z9*}Nk-h>49;eieFPocBhhedAZUXRg5ICi-!>Svyn$;f>M07Jaaqyw(3vSn ztsXTvbFC8ZCaJcqi|*UD3Xh16BHXaP8|B=EuJ2Ti%HcqI%rNGM1~eLnw{Vhc?b`OM zZ{+S#gY3&AvEVr=hGH7r8_W=FC~7AHJ2+=%3zpM?%Qkyroc254{c_jio?+C6s<*E~ zF8Xs^fDATR<{R2Jc`SGR#4KkNDt{X;*IHt!)Wo+)8>9@&RaDbAdNeU;=Mfb6pIj7Id-yi-O8CxrONvU{UV_@nj^KOx#e+4iQqwbT zH~?zdazV8c`}vxgrN3$k{EXGNX^4|NO3_igze>27FyiUC;<37Y_VAg7jxUFnZHRMr z?rkSR_5o_${$_B5bV@qM#zkd2{W=hs>^MXKIzYw0A+DuIGGy?Mg?n$b7Ev=CL*9uq zM^pFyWq;~*Ai-1F_(mj0wlW+Z$%$e(btZFcd}%{6;k449{yHP|MNN&h>19V@r78u| z(j34L-hhdii)5={&>3~&VGx17RO!XL-fKKT9BEl+JIaZ@B`9HaWe7O^oh1HNz5Z6? zYp=GX+Ce=dO@T+%Z7kU!;dx$ApJ1kN-=##(WbQef;$IQm!7cR93Gb4O{!new{t`$^ z8MC)6fJmkC!)uF4eCLJR5fD)r(W)t?8#bmOCokH$n_zokT4?IFwO-D>2mNn^wmkRT z3qjt;>y_P=Cwl9aA;Yt}cBDOj@o>B5CDvwZXyg9}=SSa@2BGp0~y*PMm{`_u%0T+PLQ7Fr~?|CSnyUlRsm;Wf}wcSES98P z^`pAN5;3w`wb5MNQ}I!2LUbzzYy)!Yh1!C(Oqs5k zlyp<&23hnq9WUn)&wgQ9+=m-V_{Efn`0?;Efp@w?LwV5>SCQIaM~cbF+%qK7GlDN3 zl@HWKTtYsV>r+)6%4&b3xQPdLBS8*qx37r_ zPgy-nis|@dNI)3Kp6GE)DT4DM)r-=W{f@T%QN*#Fw`CfZi2Rn0Bbx9L53Q7~JKNbL zST~d$sud|8+9n~kW_2}gERbvvK-oMay5`PrziY}+1~+?y$tx$e^_ zO^HRJ^f=ZzaWA6>qcUc<15Qa+mP>Q?Y`N=|O$FPJUHVX|`*yZnCCZ+w>fcK|3@z^$ z&bL0eeFjRTj&ARVwmjnDI5Alq|A~3BqwwN)>FU|_%sSnat}JPdw^E^iaB>A~$*^I0 ze9T%aOSLx;O2YU&E#z8pyWT9|25sBt%=BpmHo~w6e^%C(tf3@lWV=Y@9j~=WPVbWm z>icN1LvlASG`%!?!dVgmqB`1Z-9~84LbU4natT0)CUfXKPw5(t|MNO}QgXs>lqZUW z^P}Lt9fXP}0fbk-Alamcz3=JZP(1}5Bxu2)cyDn6GDa*DQ+ z$rV3np6&Q1auYO^b;QRd%W&THSLRHWIk%K$?71gqeXDvC4;;cnAl3|3IUO6`8meEf zEK&HP8h$TPg~+Zm?!12c#=96l}Ln$Tu2FncAC zh17i#(8JS<;p};7QJ|Nl7|g9=M4(3|u7OCy@cTSi5X(xe=6iN1b}yN`0e|UX9S^gV zJu{9{twx)n~dW1fn(9(euwZ=zmL``DBhU}OK+Clvm|IjW<-*aQf*6(~L9~uDIaJ*CFRBP(V zb3*lQf1%q`Lp2~ zicT9t7R0n0bqF4WTs)$8Os+K?vE{>zCuxIRwmq z&YRy(?YS>wN~wV`_L<>I-P1b~xdplFh)X2kZX~sQpL6~D1?}oz40{%r`LaH-|zDSNi!}+3ok-=zhBXv*JRFd}duWnre{5T2F_SVKGND(yG+Y zR&?>Fv;H#Ov6s7Z)rvzrbA08h2dz#@h57uhg{vL@?~C7FoJBW&FA!F(t16HK0V=+? zfU|w7QohO@t)H4#ERPlJgeqw=(Z2QqUkBJxTJAq^Bj!XfY6c=)YSp-_coj&`Ld%nJ1WH79t zE;&~}j0Ia`J7DjmyURqYX{HHWI;N^}UQ!=4Pkcwz0+pOihuW*q>QM9L)2q_U!jcJKMP#QL99rQ*aYDUpVfz>m}*bN}tmkfw?&{OzEn z!~&hw+fjW{7Awrj-6pm=pD62IA1p7}{ZkNB^Y}5w1Y>40YY@H3(?|hul-X> z4$^xtj@Yxh%4oTcv_w3`rBuOAt9Jb@*MZqkflLH@d(I zDImc_UODRvG-naYGlN_B^4G(-wq`eEjh4*K9Q}kFUnsB~k@`Ko-2X`x*!+I zBme!;yqpR{mi+vcoO6UTV+$!FL?s2af`z0^W0G%@rto6#bVwFldE#c9Noq<7lT&rGQ0{rGaA`Y-51qZSvxGVHPN><^k%_d43ej zBSZ?am8(EgFO1wTE~a}A6jgFJ7s9Rnfmt|+`1yT(re-V=uH=MpZKdc-w4;R6G@d@o zU6VYH{KG)@pk?<<4pR}l=*q?44PNN>=_lgGR;l8$j7N>8Nf{4Z0 zv9!LS#C{WtH>>kL?TUns9%+W#-oI01<6RuCXXq_34atul=Ia?ieceL#T}wJ~y)JRc zSz&&NQtaW>eyA2M@8`!RgzuHG@kqFRzs$}}4_(L8w{ zf-aj>HAYV8Iv%3HFhM`3LX}w@r(~~8!CsqGJ!hY+ZKcGmnuo#XXm2_G$*8^N$184!~cHZ`$fbvPS} zErL+2d;9c2W1^rno~m#|(OXen^Wb?`Wl1-?jQX zkEO01Iq74)Fz>)6Qex|)l3h(kzN;nmVjw0MCMJ&_oD>dE>?Hf3%TCwZZw{p|pTYXa z3TLYAae>z=vvim#hvfdgxh&Tdj~npUSS-4XT+)#oCKWz75J#gh_I7ySiaCLB91AJ* zAxd&-SN720x6MP+8DtdzdTmU_(u%E%`M?Wi;|>1p*w}jKyKh;TslCjBTJiEoWWDBi z0xK1G?qfXvi{=lM5~74=de>!Kq+|DaNxBX^&mT{CFR)0tV~Qq{oXTjm9cz+q+Wk zE&n1#Ydmy?cK4Y63Y>dC;Kg6``;#TIR@p%@-I6BQ^9h^*e?F7T#&&gXT*oNFtu6;f;ovzWdvAAufue%Uowb;pJa(Fl^`bn``~-8I}WR1 z9`&5ydNdq}q@gh%eM8gJsDelh#YwnTe6p_#RZ@M9ht@RAXGjmfLc%3_B4S-~`b>?` z6b`r_o6;$#m#R~;&IemtDsIP<2lp$EHehtIV=Pl_~5W9oN(5& zi<#qEjAG(`q8DGoSY-FC-M^L6vk}glaSueR+Ah|i711;NxC?B{LEm-cGgW|lDXu`gP(i^)?z?#kW|b~ce@4rT0MfYpQ&*7H_H@M zpmeBq8{vXK)gkJ;psRiTqIK$O1_gtz-F08#;^fDLAnLq!Jt7_~(cIbDqZm<riBG-}Cu^T<1ixBvZaY|C$ zoviSy=Obu4aCCD8*ntcdBH#6?k)F&3uv49%ge2Zq_~X`)RCTj}QH0H4gAKP?xZ$4k zX!+u)T7bF$nHDWpW6&(Tm&(ZCg{yfHS()Je;a$x3X&%vb8)<~y60w^N%8uim`e>FdSF^0;Cmw@1atazJ!}y3fJTY*($J_9kHW_FmptmQb-$4sc?X{ z9E`n5+&FlU9#KQV)=_d$wbAmqYaJ;uW&Y|t`;6fXf|`C@cUA~an{0_r`r;j=hESWus=m$I@C&Vf(pBSOGykg^1t3}G2z}d-q$63GwzZdC5lqU? zfP6DB<*;xG&|amd0bW!~q1URgQ4#Rr8oSN!7gMmB09o^`u!PbvWBJIoD9VST657OJwUsxo4jkjMW0 zu@M?3^OingOKB=n<*RSk z>N!7Kk`8tI-hZlP+8+@dq;QyFU_pzX@3Y2UH3kad3a$f4{tDiYd3P*%Q0i8R*;=}06Fx z{*4kN(o3a^00!91KfGSNXp!T+3zdvxca=T*5MU#)tu45KgI6KVQtrx3VAm51Hlk8{Ov4m=j znjr_dLVrNjY!>|v(~$L6zAUx~injQTIdGi;bX*<(&F$)no6OLGu$mbs(}7(cOxJ2B{X~j@K*FzbLnJOCUJ3;&LY0RxMF_zP~t5i);9Rg|JU^vJNs2x{OUdUv< zE!*RKPKbm|o54?D&Ju)^C>u$NqU4KxjGs|-Jozg5!=BS13_L|s8!ZasA(OzaOb3!< z!`>>U$8?W1@>)p8Rm!Tt5sI0#3(;Ne1zT|mr+IBJfGS@c_(b%>HX{p)rP!Ua#_;NA z^l!`9a)w43K7wR3!2a0L1O#8{OKcLL$}+oj|eSKr?l|M-+f0a&fgD~TDq}rdv`&Qe`o#; zF}jo7jQ(trzw|NDR=?~)X)7Q;i(;@jvkBLJ@}eJTqQ?0SZz=bq0Sand4&Y2f;{p`P zUPu966jA`&Gg^#u*g+h~wcf;MJC!6=qq0(3&qP=30ULA9R+5URMl$BNlB_S5eE!RM zjY>^Op?(z>s{nZaP!5^%xQEGRgiKv+C2XsGExzSe^?%H15u;_PJ;VD>0n4`S_->Vo zh~%neFf1%1K<$HSA{ZpaHU@Z+ckpG_2&v^*@9ggx0*wgAz1m~=8w}?8Dg#keXX8Vu z=_x|iZL)G*b`V`UKxA17aAh8zb~=D;4UM^wr%8JhY=D zSVlBeDqNP{(VO(~K(s~;ZGVmA&@|3wHh0K-g6x1{b9`YNe=B3i)?Ug*gk9s?_D=&o zB0&qHn=`^$3+#&NWF2K{=VzafUYzU!oC7)QhAAYoVeXIiz?XWd zg?O7^V`ZvJb#|v#|HfhD)B{&TZWW}0XbP#fWi<83 z%&oB5Ud6_HFhJP3xotTr_%muk$g?sGuFkcD%w!gZ_N!Kk6hzFR3c0|IZV(b?qmmQ; z@4Gmnk`62~eek4Ny6AwkaMt9@P^&O*Ju0lLAbmamI#z#_f1UAZl6`??vEQhH_wH@RGS*$_4jJEVi{RJO23aOpoVG+exL>rdTu`4?!rnX9_D<)6{(&6nDeTxCf z8$CK-4+id=&p*gmavBl^AeYvg$MXUxmmIU^$OX!EMkHX4juz`NDf}mF+EkX;v)P-B z-;h3gH_U;k9N~MMYZ^WE5kn~sQpS5vcFPIe=|15)*-oK7jL-6Nai|;UMhKY3a1XI3 zN;~nqKDNSGrIXe*%{v)-*v`E=e^RY?I9lDlvkeB-qR_r~n3m%;qQ*TiifQa5{ZmUu&kutRORSD=tO5@Zks9au(~&rS z%4;KRlNdYC!@A>wpOoWWg1@JV5tzBA+f{j=*cy*&`Qxa{@hRQp?fxb)y6`-&sktW( z;HERNk4k;;ukd}Gk=**7{ReSWz-!L9i+Ey0d0K&}iKN0lCGbAVil=k<&_KN%CY#%m zyo>{#Pb}nQC6jK0QOvk${xB+J4;W=w6X_~e?VOCkFbkO?I}vhAOY36e3o2wt8*K~! z;Cc)pGhM|vC0tX$6D6Z`rCdVlY#jJV-Yc1Dxq8*xJaU`Z{9OW!zuK4cqAPu& zH^@dN?fpQ1qp*tcOr3Sw`N*Z`GXxK*(}TYMG0#v{YUhNT_LA&j2la?IB#X)l z)JTg&@oMxl2a{L_=aGkRTefZ!N_NiJF2ZhgU7^P(V!LPH8auM87&$Eyu*CMhWu>cj zGy6ugAo8x*V2w^o-_#r%f>%l2u6YiZcmzHEP(uAWu~Ooz+YC0W0& zkxlm|x7ZP9C`&$xQOh5@l`-@VP;bK#mjO=G*^t~|hC{z=xWz%GkT32yXIW46c^t>w3NP2{ zsaf9EcFE;#>Yy<$J3l38Wvb(C)#<%C`TycIm3bsuM}z^V0M)=9MsDDrx}{|MHxd;p zjBCDSvEme@GwJ>B9Emw)S7y)zz9%CUTi1)q$Ce&vf0kl4TWu*tl|E_U>O?=0we?J4 zFmg$a3;7WP)bBXx8WLk54eBk$Z$ofhT`5HI#VpMt9y#LBxY5_e$8#;1 zKYGku7f3*Fupl#p8jpG%HU|N4H{cB3-6RWN*%Rm;RQn9ek@XNt)dbDX#)&|~I`3?i zNwrh4o;`tSeyQ*}TEaqfc()D-ykNFtV9|o`I(ZkI9@^smAn%)IBV4E84t83JlU@*e zL9k^bhQJ;wjl|KJI$U)WsT#CJ?)}*h#6%~rNQS}@qU7@==`eC$_wDfTOzLnCyuiGj zg9qs}&w_17Sd@e}7;`8=RF*f0?= z2b-Bc1OLP_78LCp0DN>4#?pb*uRJ>iiB83I`>o{GI*VR}gw{{me5m`4mnp^KIfis8 z1jU_xmImL6Mc+JO_90B4ZH*{YEC?ZU0x0>)V1f)+1(0nmGpk|6$jF(r<%|MdSvawM zF}Vz8Lrhk^pL@&HKtBmoH~t2tR2bC^*ZDu(2V9K;DX#G&0{W5fkkz@Xg=*%7H{bb= z4(=;Uzxaw z1UnyXP;L`l`yr!n)~)aIovGr+IWt+^^STW7j?>CnFL;C&grwyat?6d1@_lMZx5NE5 zQn9WT%}B#_Xu2&?azt48f{JP>i`DD5kL$7yIIuHR?+`r!~(>pvJ$@zDH|BNW7HeJNTRjE18Nnw+V%vGh3%XQ{dhz!9q%XOWzO3H0F3 zFZ5rcHMzPZ=R?3{o66h!%+sJEewL=(ucrfD*jVfeB((lI=QA3ZvDIvXu(3z!Q^61+ zD*~^V7vrZayMSp}-G>Eyu_jIGUP@<66Wiur0}cw%MlGK-dsJ_CM$d>%_}@ucxWZ4KWAF!KCfS_xRv zEURRB;}Jaqbw$4WNqd>9Lbz93$v z<(`(rtu>iRA&lVvh?L()V{Dh997mK_AZJ%IUx@AE=kmRs6Waf3+Fk`xR*d^&FLUT2<@TDZu{tkqDy9X1Y{INqB}jFvN}`WG6P5W zIt`k5b=)3UkP9ee0oUQV*vpxFoEv;*3oPmAW44_N(tv)@Rn;8ZzoXLXnv0B7z34Zj z^kPqW7eY`>r}EU5n}dCZBguok`qUp@+Wqh>4m#(i7z8Q)sOf`W@f){%ZeJIY??-ND zUv&iU<=nGw8Vd&yh_OM{^g*(E^K}pF4mpEW=HN@%6VCp^Bq+LzAa|rQd;v9`WR_iw zib{QQLMrl@=p9!VzX*G^8O4Y%AE?%_mtIIMKW}px7c#gd4ha^uKa7M(2~e6dR{SdG zuu`S>P78t3wdzXQTeZ4^2CiKKt6f^ELrGr?g>eC`Qx4o&T`R@w~|Q{8+!A{EB~mU2rVN z1T~>CvAuK;G|9$v#DpjPk*9~a-RTIG9f{eFYr$0=-p}ZC#~l<4q6(=R(!?fR8U*|y zW19?{VC~nmp&c%`7-NEv`S|i}sc@XBaUgOI^_zl+u!PgHai$eX;$PZ%qRvr~@UFxQ z9gmeZ8W;4Yk(TlD#)8-A?Do`EPZU>Ju%pIAK$S=lg8pJ@Zl|Tz$H6$>a%6WPNWW^J z)XZ-Ac|d*uUU-mG8{cU$fsjrl@QIWwZJSaV7|EpsZk>R~BC-XsA<+V&UD;er6GM^jydw5fQUzx#GiJ$D%Q%tb&y50@%QYS)3qVi3 z*;JUY`f&?uUZ972JsxL>3DfbsL1U%_mpPG-*jcCh>F~!@m4f!7x8wVz&H9z3zqDE9 zt=+AbmG@o}@m)+9Ljh@2k5sO^BSB!Sm6~8FBv-z4`gnma;vI=rSkeQS>bC0zy*4bz zrSwF?Stg)0Au)`QkwQG%w6vG(zp_ePx^Q%Oi?e{VE^XiK5S3e9WLN0qI(kGLqFXad zp{~qJLpCCb7))vawyB+Oo5&)Y-gh(Gh>!1i;s`k!vA#a0n$Q2}T9yBbc7mX01PF}OD7XW@~f=8)E@?wd@Vf{eHqK)typkgo&Ma}o%3KL%c@Jde}( z-J9OB;5ST#4S0(|Iy_H3T~Wvic!(Z=4&RK?rk-`d6VNd+02;xVpY(^7n)Dn#L6>+p zN&%d;#SWqT0aZXyCCexOV@TVd9?$9dnjlUvq&pHy1*EH241@WBn3YRCH#f`5OjxH@ zv7u9XXvaf1cZ`|6+Te2E>Fg&Pmd4P_Y2W%FnmXUkvE6g_MuH!)dO& zB3o9>oGQcvO|q1Zj+IkUzBUm}pvyIcdA0Z?%R3OJjW~lch2$ifbl1u{qS}J{P_#~a zPIT$x@?}B_u0i~%k8l&4Z18m__P=HMDRHJ1CV1ONB` zHIA$uf-IHLDd{Y*x1h)sqP0%k0gBRq2euRUJ?RATgmjnDZ_XUh=g2{)_weR(y!5=; zkruwQf&n8->N&V_klk#UGi_!4v2V6B>1iyGnW~tyUiChS(x3opb@HPwBb5n8{FAlq zr?s^6KnsILM0Fu0Tniy4?xOfXj$ptcj>q8TL>3iP(J%C7AZdK`$q*Xj+AlSA9w$S| zwj_P-HLx_m`hxPDJ(?*aQqpWqpn-sDd08KeI`ka=K9Gx*vQ8rTh#nH3*WN2(${=H} zx1e$vx{%?=X7FLsW9AC<&g(8?xQ77wiYE&^ui=(% zw@Bw!bpm}wkB)l-W87Lq9kx{x<`Zg?Qk>Sy$}Te`DPP+1hAZlGSqDK{e)RhI9t7Nl z(E9CVv1KI&%|xm7h5%Z}iZGMNy*NF?;T-hzuVLyCyuups$t%2yA8zvBh-pgrqBtk# zeDOhWHeGBU$my}Veu8CNTZm$2UrFKaTQ_MW#u+=dt!F`|fj5+=evm>K1P2Qb-}hyp z!YZK-^bSLV1_2k21-3o5zkh)gT(rbvhaS0Xu>hIg(LX zlzS4#K!n>0x}5L(U8FTm+Uef>15*iDBX zD4!edbTIv#OkUY#h|lRkD=5H3c}&UxIA4SIM{6_qhlEs+^VLdOco5f3uxb@mA(#dm zpvCRJ_X&t<$~;6!bdJzq%Dqv`?AW_wt!!?@l$berZkoN}aR(@5atRh4PBn~wWvBG{ z_Hm@hfc1Vvny|Bz)e+yPR6;BAdym!d!RkR`s8#Ml3^W487L}*bm7eEz=*pdhy96qZBiUNxnNRAb(v+%lLA6ms^zEqbZNKRD*J?4I zcayYw67Z!e-bs+0K&?9%<>ew=6Ilz|HA5jbhtx)C{licrNG|*7m9j3@+_r8mQmyq` zg;T5>exie&O|4ZI|KjdR0$-S3wizM9n=k~CK*(DhQ95r+fX^ExaqU{9OhoYFF>xXj z9plOhSGh(>qQx(S06Ei>EhUCynCG9yc2TRpn$n1my#Gl zbl~S-%Q!PbrGL5-Q6zGZ1L@-7#zs%zD1IVz+{+~3h;DD7BnF(+wmta8ULqPaRb{}a zEC#thf6ktA;!jjrcIh$W`DWsY`dL@EE$Sl^kQX}U;eoYQ&#WHnTUH?px)@qNO5`1O z>aS>SY1L>Tim5x|5O+4;HSX!9J2_m~5&bwYw=u+x`{$R-3aqm=R1c ztp#*62spo5w9PRms~JZgv+8xAWMglfw(OEQ(T={+s8)M)kOZ;QU>-O{YWoCIK*#BY$l=nmPM+;UZ=?qadgn)Jo1eou4o`K$4MQpn= z5BPE-!R3xGS9`BGVL`PLWO99F2OtZ8ovM1KLDzb}t)JHhr=VPmMG6}WI(=L3+mau4 zOvxmF($_q&HyEzcRMqZ;l3;ZRV6% z=!14!QKc_!WO;>ld&|{*jZw-Bwx$s+_BzjE!ZFYq*9y9k@uR~f* z?}FX0Q6J4pP)oCQ+cx$V)r7Q%nMtjv&cxz3?c>jec-)zIjYO>MLwD>bdJz(H2Vgjs za$=sCM8<%At&b;9(3d6nuV;H+S~7$a7B~TxpIT74MPu7nWj*UpS!l7^n!(Cf3EQbZT{xp$wGY_?!p@C|m`niV0qaK|+iif8B^QV*zgs z2U)*+3|bwKs@~b=cB~E;-9+kd%FyI(_V6|jKI4jZBqsP_=2u0+fvyYnG+(s|(&{GL z+eT}IjAE9h-b@#^_9G(4eLge}m+CX%B$E6WdXh0T(^!~Hx1X!O&6~}Q>Cu!g{&dIm zp4DN+=&LJPvQv-To~mE1d&RNa^sE$Wr7_%1qE<0~ls*%X^Qai~W-qt!AMsrJKRZLU z(rKOs)|>5uMk)0erNx>Cv!NoZ^5uAh7MAIQw6?SHa?`%~L=)9k_bf5gHi2wRuqM7V zdmBem#a13o!HJ6E&Q5YyNIh&pKtoTqNXA>P@x4J8c7~v$dIo)r)Y8-B80$d8Lb^(c zJObInx*7!Q7z1(bCu`C(rO6?ov4cK~N`NIiC&dYO24>3uQPJ1z;>SniK13O|sTY$w zZ#`rBVjf}D{XwS+!^xUKQAU}Z$pNwEl~Bz0ai26UU=(Vv^fX0Gcz7t(8_Fc$8hfT+ z2dM8T&nDDANOj}IWti7qR=Ak8bq=Z(6B*zr23mVsd(;oT#N7pfC1o}CYOJj$74fqH*38ZT`#`}!2nArAt<~;8PceUYMBGX>*JtBs zB@vd*48~{d%?RCObT62#NbG)+`c-$Kt5}c*F20or%lmCSMszoekMv}gYRUeEN!i?? z2!!HEy^NA;IS;S%4XkY6Chw}0=km((u_7?+6MsiJ)x4dgxBIUx`vMJqyc)LKjbP=E zvm1SK7R0!B5tjsiQDodyVeD{t=M49K^t#pcy^0%6j;vz+ne{2+bMb_&ZO91rx(7-^ zD|CGWGmr!<&zTpfI8>*>`io_2MjUO*pNR5LLyQ4?t#JPmggdoI&UHdR<}h4yNYwHF z^cgnD*ksVnfS>Oxj7SKRwqz0lIX%Q+!oOh(~@_DOly!(Stu@PvxvzE1QQz~Sn_q8SH%@TA} z&+X+&!tDEN3x!?{K=C-hvRv%gDlc(9 zKbh=YMcA;SvA3e2>fha1pL-Kyo|HGRf)Y#%@#E(E?17D(&;I{e(wT*Y{x=<+=B$2i z2b`dnc_rl6G`Q-ZzxYL=0Wqb%lkl}m{7D*KKSil+2cqW}(5dFfM$gbJIqeqxA46 zbjLb{VR<+AVDbgJ6qAoAuDWblcACnUxtqtfBMkw}w;E_bX?2M)nE?bR$?q?mToD;N z0Cqu~|2&nTQ$6x>hbpeT+eQLg-paKWgcd^e*hjb~kcr|-anUcDt?7DW&UTo~B23m< zPk;Vl_z(iJHc$|qEQuDxOA`OZ&$P}rekqmdl;s37?WdoAhgE_-$_N=yPpfE6&VMvB zd7_=O7oCpyRheFerVvc|t%Qq;k~;i~4Se=xJufZ>@b>nA`v?*>+9@U zZaddP6pMp}Z7c=vY3(FsB)Bwe@NjE>*fCk}I5Y(C*|pPO8nR^>wtJrWk@d$~q)?Kl zvX`#Ttui{xdoy;FqhraVmZb)y2R=IqArhQ<0({tDZ0KdL1Mv<)t}NN=xoX6qCm0{!EG0|o`tZ6l--#O~+3+~dct>=h# z`~yts_G=$p21nh(;Z|>;F?)t9&@31NoO@HioG#c>G~^)J)Z-{FQ>`5BuS_n@5s-0n zNOva;pTc-&kR-okS_M ziZYAfa6LC6X1fi6V1Mk;BryraPW0=?+6528N>*LEhssZX?{mjHDzSTON)hC>v)#V! zrVSLRRCivtoM)k&tBo$o_k|T#cheFaLo=9%|4qzlAm^%J61I!m=&z9+KQNo{UM|GU z7^Aw%3zkJ-rd}IT!@N{Ys0^K7(H;#ap4u%i{!U-yv0pl@B7-0ifQTC8a#5sM!xKH5 zBscJ>1kp=)7tkYdm2${L)>?KA>XEbj%oUgygF4+7>NBTrw)BR%w4m-LO5>Y;_IrKX zmHyakc~|Eeibn6-IzX42V}2DH0@JH?5>8**Zl)JkX7Ty#^0nMu=LF9(yK?WMe}N?P z@$i`nca=0IHbE?C+GfsbEH5qmAdptAnWazJ$Z~+{_5-tziGLvHy9ZjN zBNtp4)eG{;Lpse4{GtGM(BuBO5!;zDJa+9$iXT1?Z)1DI@8wMgyJuYGiFQ9*f4PkA z1(DkQh`EYT;{y8aobOVeKKhb#tOe7BYbfeGL`uH)vpwy6l}IUfuc8Q< zAJ1f&u~QkaPx>&jX!63@{hy%CdDpiHY6i(=mi}FBIix;5_!^Uc-*JV(Xoxwd0L8hM z)yjMDO_r;Q4^PIK~n28g1~r_?GqMH-#ydRK0F@vQNOuT?BZZQN4Zf zb1L7=i0m*yw0{*DfN905c&o-X2e0(Ff6?XZ%zA0|_v!6DTGJ&dtIEvb6jX`rdP;1P z`$#L$X<^Gy8In{`Ay`%up2RJ1tYVKD=@(*4re`xqAwQgm@MfW1F}>J+OjK1`M~POz z?k&}>B7fOe9p8L=kBjPFRYb7i=jaMWV~l3SLhcOt*Xz85cy20i}Ge94w|NFmoljC?*4gJM;oR}WS@fK8~5pwnve)6kb5oHUfOB6ur8+bZp}>E6}`uQ*1!TJq_Nyw=B*h#Yu=7_9l9=)6lnGl@>X%Pezbmk7q)-?+v6e_u02T% zW^P52takQ%x!B*xNL{~VH9Qt;Na_#S2hc>>CD%0PAvN}e>+GfRLAO6UfotR_0o<3i zk7dZCF-&wuocRnQ{(0L+0T`FD;)F-~#p9jCTvZeIy1R%T-)-JBuIzy-iCd(*yWTtq zFe4P)P(Qe-%UAZ7sW|Nica~UchOy{0Kz=vfo%!Ot#%<1aD&lmUuM1( zZZNnoLLSU@OVLjd=n!#hf|3#c8+1#Sub&rb8*jDp%8}#qhhZy{Z*WUT@@H-rn%#5_ z578ERblfD6o+kLgDGOc{t#RW-KO!zL4JNUXEDzXMdW6WCQVj-~iehz+ zp%)Pf8884IsjVL;dg_r#xD|sC5LzjMKNz5_3_1HXWxz5PsWpYHANRFTNu;3cFOP** zFSt754><@e#bXt@hkGp0qPuB8d(NhQb)8~NewLa>f#IO*PMT+A79#*pB+YMAe(IRPxu}4BR)EX|~^i@S_8|Vp^ zurL($Xk>2U3akK=t4xwJICN*pFAa;Y%acqE1G0IS4Tovs#WJ?q+55Y6%d!?p>|r5b zdn+Yu+Gc+e*k0Qjk2JQ7a7=YUpgH?%Hp8Iw{0F{a&gv<%^x!>vu`>pDz9NtufnyPMTDG(>J?XZNyDa z;E4@|ShHD!2`$OUd60J@A#B>gN%T(JP;F9JYe1l>Zp?oxyr4W?7bHNrx4^_ZZOF9S z{9MGWdqs3AopbW&gR3o8qOFnYfc>IUgVR8`?y^oIOKXK9oJBj^d-^$INCg=`C?b8G zVi8WkyY_vJbKpQ~_*J+7lUUE?Z9f)~9?DZ?10!EUo`PU22a#`o#IqH8@I^LDFS0Z_ z(%mED=y{62vP|O4yts;Q9f5@B$ zh}eG0pCCL=a_<4LO1LH@K2cyZ#O0yK$8tMWC=!I(nf?8>p<+n2h*og zT{tEmA`|V>E!VBOl4ip&#taHLQ!#p7osbs1zkuE55-bHgPzCz9&DcdZxRtyd|Cq6+1;ojYDMI8 z!qkh(-zL)V^J8a4(&W-LuTjcTFfvJqmJm)9jjl*9Y5Z;Temc8A2w%n9+O6Sh&so=B z>Ry_nS_k;zpX01h!u)&tsZqmFn>II1 zf0Sq9`7jN5QZmQ1A0sXL%k2T9umgU3xfg(oGIfsFm49)9xH;#avKj=6P;Y~LI+a$E zUblNxIvQe_plM^IY41^_#2dsA>Kzi73sQ>|p{NfEkPmUa$RGUh;Z2$Zs zhFYu#a~6UT+nHgqpVS}F_h9oJxU{P5ODjV(D~mq^F>J}l^1!{qM{T$agtm!XbyFsu zEptvjC6OWX&9|0Y#6q5{;wv=vH8h}7 z7nCryu!_<+X_mMX-h*SMGE6S{&>)Dt2XHY{iRmA{)0)#sY{hRsZM9Y2RUo z&xRpBH+g?yZ)6YQ_}3uhBHGJ!|4Iv%L+O-hiK2$ygskk`c)iFXPXrmiLUpg{7n=4y z*5|wU(Cgc`9V%=bK}jswj?A1;JcH-Hsl2;XtLcS{q9gDpe^ z+Je@4FSUm~(B|Q*LY@{x8S?&e*o!4by=hy$=H0Z*z>)z<5D^RDmsrr1Ro9sRhbHKd zWxC|h*ng<3-G)jdfdyEOmY-?A0d?lsWC9xk%!uBplHxq8G znOsNYiEL~d=`XuUS8Vn*W9JoHNIbITz=-Mc94}mDzpgEC2%T{HK~)81f}OBap5=5L zfIerrNvB7AV!Il~%D@aTq=E%5SdY93Hp~WcKc11nU47q0GiqX#JYLo}qE{00ttX3LE9? z7uHZZDAj2?${HVx-i_y*7*!vxUqG;}@x#qQKa6B@!Is~9aY{=ck89;15RyVI27tqK z!r? zFL~M=`M!nIU$(^c)ped}byEdi%~TB>t{Yj(@As4&>a%u<#w(7J zE2by#mA!23jm*L27EPw%Lq`)DFR_yBn0>_l?gYBSok_8wSZlc&{D<==*R7x_vSW&d zssgJR?9PS0LF1iQ!m4W-70JN(;$)cu2Au0jhjGOj(iqV+D>%T|5o9|Vv=Q0zCe{-o zGvwE?jXy)CR<)oyM=o#OU=?ap3cjCJzP|d}0QgKjE54f-L7ewJpKYX4*K>hN)wI7o zcaQ4S41QMS8vgWn?}Dk(SGQ_vmDym zeV%Q&JEfkG#V39V5jBF@Mc+S_v`OfH8Y^YNBZZs_L?nc0_%{rH0tWSEF0 zqvExCc-xgoM=w%H&&t~~iz!NgMp4Z^CZW)zn<(pD#BZY^rpxoVxc$OntK&HU#QuW} z{tqb8gOGwI4NH-fSfdfo^Uhln@#V3fJ><3bB_?eqZ&6iZ%VEz&6L!^SL@W-fHjKpjq)lJR{*I0;!gJS z%}#Co?rN*j>nj+Tqfs(bDAq*vXvrMe!-a6MyQwotbfh2aTr-;@a7Ro}PKI#-8_FH~ z67z?qS9*VtQgqW5<3DU706o5>jdvdrcgqvPX!y>(q#`mlXR$0};9bLu5`~^RVf)9?I6PNw=7RH#JRX z2T55Tl97CGwIS_(@rYhWt8-z6FSE2(Q_3qddD2Ye^Dapv(Oq72(&W>wslW^{UZ(exsazmZF@vN{jA>VNf`tpF&#k`_ zED$*3feks?Aon{)!K#O_ybBS;IyP?M#lYE{6DQII%T*Ys+%RX zb*7Ljg{13zh=T_M68>EgV1nvo953M92ON>G`vJEEW6abO2eL@7?eY*mWgjaY6NzaL z!S=wYRMDL&!VvEZiDYihk15wOp6Dt8s$L-4MHcIps6! zwrk&hv&##^*Huul&JiiwWr_zehg6$zmvEi%NtJ;ZKk{D3g1hWPt@Q!3b^rscmr=&- zI(Fk#bY3R_4?3wYsdA$L)fOGjpXI{eoT1!@`bh_}cRC z3zS2;7`9P}29Q#v*O7O;PrEWUU~?rqKU1g$$>&CL4lX%nlA^Nhbh!9P`u$ToomWzA zOpNhXghr?^b6KFOIwy~5Nvz2Rn?K*p(hMifR#|@Ri z>VjYc0&c0)vIinzNVoywHu0d(`F^y5!X4+!WxhnuHZIAm;s}hs3vdwWCu9;7#uC*c zG1{bG$1s1WK*MZK@ zw{Zj?VvdoIF!R>?9=?c&0WnAfzrDk$9qKc4+>qn(@KQqciPl8H=~=(qle#k zku6cq0=P#3=0^uE27<&^rC!X_%v(d7{F+^Bu(e6Mwg$gMmLvd@vT?)0@RCOM#qUTO$Coz|S(b$AhK=@Sutg^?=hH8l?O#8Nt$lx~nG1OGqI zT9Z_WwRBDd$Q>LqvG`*-LnLz_DNnUcWt1LoD!~(IM?eS&QL5c(Z=~3<`z3 zp$#IcB=uC#+ALEyyb-c^qKm{$|9={)BpJ!+qP}nwr%a$#*S^-Ks6?_Ioi5!V&f`H633W=B*< zS9erKOG!}!AOQdX5&!@M0s#6)y#G4T|6<^O4E|5s_}4-HM^_vI0Kor;{}Y1*1o~f} z?|+Q;Kl*=S(Eo>F{xQb?_#FRZ-2WBJ_rF;AAA|ij4ggU3$N$Me`0oPnL9hUje@y$2 z1A}4ztBd~Qx-bv`;XmEwA2);n1MvTG^FRL2f%w1L+rNSTZ^wcM02crGP7wkC!vX+6 zk3Im<`uktb?Ei-U&k5+?oc!PI|45{Q|8M(0j{iTVUy4-dKSPX0s{ghB;s4|V03ZMW z(Er2#Cg#5yFla*<`hUhD8^Ry}=m7A4HwFk0O9FuXkM-~a{ja4W(U4FfSCASZ$0K&S#- zqpaDQOCkOQb)>B!Pg$xCrW~~pkK%;!?my8Ukj!-qgXKHt*%G0U!2WT)8eET4+rSW` zOwjOlq!*kpgra!`F6HT?4}F-Jh1_~jEB$~pw#Kx>)lDEW7m^8 zeh!3$E0Wy75NkG*+pPwpG9d|Q#Q|yKuJ~vY@(1SW0(;`u{3YAoDBV~W{dkYl7V?rB zO(ZA~ls)Z^4hai%m?m8synRqmEdy7nd@ghXx>v-1v$C~D0@k^DKu3Kee(_3JV}Hhi zGNlggO{MFiY4GM-{q1vD6lbrcg6|XmZMjXTbW1njR6DtH4kdnU&4uV!jv?X74aBbv zuU7rZ_=8R)vBD(@ntcV;tiRhW)L)ao!}N>|9G^sf5I3&qg$(3`jP29~O5b7G`tGmS zePaK%rGCSyQ@U_t<&#Uo5*i;q29~o<7ktRiayu$0a@Dy+qR(&$+z@GFLl-Z+&tg%^ zG9ddTPdJ1Gjf-_DhVfn|dT!$RJj5V=|0$6RsfD{EY@0+Kel~6pE=!jLs>BliEY_1S zf2_O>1_WotjitwGjxV|O(}a|>-8PzsH2SsyVXFsRA_!rAieN7FI2kw9f1RkYemD1m zb;FTdMlYygG*+8)56#?l!^np?o?+TN#Y@JD@Akeny7x^^I_i+z3_5Muc-vdA_$g1jMjp{dY-c)fW4VbEM^Q&%aIL9uW$kax@( z)4^#X*hLmx%@iJ^bncN!a$DRLEQgE)YYBk+pt9#o#=R5?1VT85P8g#AHd78GCS5 zikx5R&tXzTD-HBF9B(Za5qS(YB+}2#!vC)BYtcegv7h3WzcCACGX)AL!v7@`*}2a- zRPDR>;*-Jj7xtqiNH5m(L#OkGAfl!f$F86WPtmqrb)@Y*Y*DDFIz!CN&sImOXSe5+ zWCY`^LoEHuFr%7ZKdG|ZrBbj!C1=@19Un_Zw)`1?jJ}o6l`dL*5)sNjJVTrR03yWl zwoI0K^vm2Ok|T8`t;v`UxzUGEEz!X!1X;~M4d_O|FQ2~z?FGKOr2pz5Dg&6ko-0`3 z>VCR;WdlfzVkshExMPD(uq{Pd1w2JQm#+x4`d&Tq@k1V2bvJWCe zB|V_B2CJ(--I8<}6QmW?W1N3wF4BQ-uTM2NRqCrE`-OKZ_ zsCH8e(X4ZOrXRUL=5}ZA~yRv7ZqHWixn>}{Y-a}0R3Le_)sE= zE?-Np2=aK8NUitt=|czOkLiVQLYSueBhlc;ej#>*JS!tQ{Am{x8ggqmdW#y%-a3(p zl+jxk%wayl2_xSMxnG@drd-%hCW-_%|&BTM?vs86SkdZz5F+y>k0bhDjKd{cAv8)%};b zkXS7cvDGvfZt6+>SDj0!*_)TbJLKAoU;#P>q{|7sUuKu>(>0VLhAhSDk*thnN5c26 z09VPJLxC42Mdeg-4=Bhbe)vkz3{G)uWqqt(-3sxADQLNC<)Yx=Pdn#t3A3r3xS;1} zu@6g=Il^m_^9W}TD#Rja%E7fY^~|UqtD|3&m3$F#PD?^&;Kr3$RlhHB5Hrm9Nneht z8EOT(hV1-^Wt2k@T=!cE;yxcbjy4%+@6V3EiuJ7fn6x+C$*lduB$B6vRmK~otA2?_ z0G!o*4Ari@61#?mhYIwJygY&|x`i{ymvtMKqQx?p2%R3*6BujrM(8fI1B)(=)pbQs z^BM+D32`+lcX^^3J()_!76MKWr6~9ru-onxBQxx1_nHT-2K=ftE*R!cAEk38=wLLy zUBsxy_E(uya57Vehe~Fs^8{Kp{pDL_AJvuow_QDMa^c^oAzx$JU9kNwh;Tor9;{j zHbz5C%VjxD2V`K~H}^NiHx8eaIBHI-5{(mja`=-@3dgZR{l?St9&QWC?FC&^Gg!qE z?Q1)Qsk07Mce#=|Tv4x7VTe=|+JPu25e&RogkUs;gwI0M?R*JwM!RC)&xvJnLEC74 z`goIENh~0ClNgdO^RlSl-L7~=H$6?H9g45X}fhPy5j9Jrl(F3F;nC6;{xE)E4X!-z)DlC#Q)6?cy3oDyt>G2@l+;fPG&ThC+{=idhKWCS0 zy~^TmJ8HPG68bFIVc73k!Hg#u@!~?X2AJ@}i1;=4N)#_5EFsE6Hh zhYRqzoz1^-=pRI4^GY)MbJLSwKKObHqh5;T2O!y~^W2I_m2}YMHj16R!{L*qcm%2$rEX#S@u=5g(@!eo5#v_e>f7yBT9JE$`0leB#sSR7mnhQ`zS4 z(0%3q2cClm|2(o;)C(1xK6-TGFhTjk@Aajp^j1@s$~|;_WOYgnUFZ2>TcPgv#~sFK z-1-I&olPrkAD6T9201V4C8<3ofwZX$jexaPpW-i@5JpDJZwn$st@Ur4Ud2XN@&~LJkAf%&mx!#`oN~Mu<7|7W5iSx&4i62j>aaHY`T70glb9&@J^T ziMDbR?g%zq>xu&Ce&SeBQwT)Y6;?i0c`UtRuSt1% zeP_6L2!f0%a`?*GJbgz0!+T`3psH z0igWM(Co29^%Gg^^jU&at}~tY_j8+|RF=-=FqpNTmA{hsfOYUzC&nNuAnl{G&57o? z166Kn97d$;fA_|`4h8VAU3OzH_wIFH*T^a|SzDSq0aWmx6Lf&71NY58Mmq0?gTRhm zsG=>*Rnr)lLtu)LET%>eGeq8zSVJ?~Me|ZBejL=_U)#o~m*P)O_A$Jm=>XP#>a_O2 z^bJQoB11Rk!YO$DyqbG!EZ5tl?<{6~Mg5-3kT{Vt{7@ONSi8+B8}UZm z_ZtV{@$in!N0;oKC22M*Fa)uu*0vM_c2AQYV7M|&dit^*^CSf#Ft9@d;(c(?upVD=zG)9yZ&l>w)W{%Yz|fFI(ylu?5>vftF+lP+gaB$t zsT_TbeNjBY9E(8d`&<9Tj54M*^IlRv?ULGs=RB2ZjZnMnNKYRrGGPVfPw@bwxy6aS zOI_0FaTWPZC=y?uNMW0V(qar4oAg&V_kI3)j6n4$imUlZZqx8W% zv?)F*>dF3$l@|I&8!AJVoFQjQr`^dp(>mDK(1o#QRjvz%$Gark@!^U>??&fi<3G2N zT1sI3U3feKoVBB%HVmAZF#hd7VKwN!pc)dsoHB&Ek4G}Jx)-#ASg|KE4J4H-5~cCo zs^1=7ws;HHzs~rP$F@?&wHHURm|$GD)#9`-+JjHel0AmD=lG)yMU*C=3=XarF9uWi zI)4GHGeSQqOO1h~G@B}FYSlSn0*%Dws4W@Di|jx!<>hTrU5_4Z-X+b< zB_rxvQ4xcW?ogp2FwlbJI!#8PSUc&w+vUjV`o=2uN`*1?vzP&WF00;@r!B~haPq0N z9S7q%p{+!m8s*6Fg}k#XtwwYqv6C{EPS=ebv`6LfUEbbJNtx2gN0{b{u6_!Bm+ zb+NInI1N)?f_oz9C=sFc>%d614KJLgtumjXbD$n`BNv<` z=zYm0d?IV@nB>i^-`r&*8`3M_ZtssPk~tKw9E^hsd~GE(=(-HU_(I-DQ@Wum{-{vn zwqnq3nJF-3$i7n`@G_|;L*H*HNn{6U3{DcAL@Y3FLweeAcPm5J-vHnPp2`PbjMMh| zI18-XT0cINU`;iSLTLI!BVhy3C74XHc`si~OWAEc2Ht*Eqp(d{8A2~@ou?u}1mP|Q zp0_bqGzWYhFyu7xj|n0Sa+94D4gM^O@|E%Sr_45Y#oOT^IP?-+`h7T~>n()yv=X08 zf;-MCFtWyHO68_eq5dH1Ww{_8s4fEWt1JR<6Owo^ z$|$P&sI;qh$?P{U-&9tO2N@f_E?uF-C;BekvaZ?(Lj)~f=8~QYY+uAwNRLqG4G>&tWF+`C|67w7-dKcs-%q7BDuPraZ zOL$!ElH}GtT32uV3THvTw=qhcUJ)K!?|JtmN~0<6#fg-$ZHc?yDcCkXF|&F0`#cSx zOR)RLj0xXy0vXNq!HbN9M3TRXK`&ukHrCctall$TD&$_W zY}CN?&5c=L*Eqp#4$HsGRk8GMHxkuOERU~)3ounHh332e;Td)l6_X$uL(d#u@pUL3 zwW3bG9}86hJ~2m+SV{sz>R>ffZBE+$gUj=6=p@1t$_Fsd8EO5&i%l!UVA@W)`PIlZ zJGqHiWOit*d|9dscJ}n{k~|v;Md)r)BJJf%tZ7V=z?H5?dW;H9K9pp2R-f1qLba9+ z51VZ>Msylt4)=>6z8%|;3st^xi0!9>0046*qNVl@2yZJFO&^GB@aS(~kI{x4>dll; ztM3ET)2YDgnQH7{X)j*ouT^7+j5emAIE3EWF7A-!FCbCYxg~y&I&O{<%+JE$W38(L z(mV?42#G&sc~h(PF2l60rYfx$GZJq9R&TP|A<`ij2tIu)@GMp{UwPtwkTDML@}HRP z9&{{B)S`C2G`l(RZ}E*Vow(mf*j!ydhWmyLh6~{sI2hwFSUbw7&t5&p6d`fv^rLFY zI1R&bI1&afB*4ri z(VPs%)Y`-&sH>*V<=6@++-_yx;LKeWXqwE8^=^@D^v6@kpT`_1J)Q&?Y4Wa^ z^q(L{UF>d4WnFt%hAaN^nz@TxyUATvv&Bhyo|y)6a_l3u8_hDzqq?fyAx&4ckn*lF zu2@-XJQ7n#hH5wl7~G3&Rgkd@%9I%hp=}3v=|sN+kBY#0(r3A{)KjJsrV+oT$EQkwAuL$sB*+%<_Okv*>KWwkNcug0)j z?DhO-?D`DSln5l>_s2P6)k3&v0r>>+zmVf4z)f*-YE_xON!lPACGucqDio}@D<}hh zaF<{D{l>Wg)N0h6)Cf^XDW4e)bfZE8l~FVOj)-(B$Z(jkyKnEA|Qr zcln536NMhuy(Q_gRB|y4N%l@BD4g_u?nf595QeoGNcW)nPKtAhp%5Ew-?wHRVb=1~ zwft~gnD>?th%a92oJw`UBRl~^@6Ke90UT&}!q~1`+S;;IIXYd80Q`x+n)iJlK#-?ig?60LM9ao82!et$gpD3<9zgS_R@Qh6`jRP4@>yT6eoXyf1t7M5TPQ28XUnk}(noN!R@I!^T# z(QwoV+bdi0--$4Qms^K+^kW(5VAMg%BWQW8n2Rk-YPv#8;r#-Jwz0K?2lk8n_eZXr zW}-Gaf6d{9to^okjq2eHb5bQ*A^b6WgqnIk-MT1ZX^88PpU7JanS$IW29;p$gZ*V&iAW60A^}bWE0^O++ z!<>b2=ttSQR1~u(tQ?K7ozIfjQjyt2Shb3G7DRWxNs=*u7NY=1P|nC~_@$GfyuW8= zUE9~q_Fp|>j$~*gRV+XG8$#c%=BPrpe3&PKKMsDC|E$baxv#L%!k_4^C4?*PQjoE6 zv{e5&T>yulZY;vWIa#@zeqytCI{oG=;phX#SR5C+Q=3Q_5{F{AJ+Y3EWC+hj_{lc& z_ZS_djyX005*h`&8o2gIP>Imjn*7hos);?tI{NxNJ?CEbN9m@C9+drkM(`;coxlaZ)*lkO3vHK5emGdX0-w)`BALky(ahGjELTwUnD8=;PoluV$nL*J@kTZEoC+WxS(^?thO4-oC7l!WK&{((?moE?Pjmb z4QP}>0ab+aOTe$pczgQ7>Z5EFr|RY?70c|bkh<7bUD~KMx|WdBy{|^;s)!vtg1`fb z&YTNQnijES_nsEL8*|OoL$((q6$>+8Y-&Azofzt3tDNb(+KUS z6HY3{Gp8#e^Y`Qekh>cJ@r@C8x$Xx=22EZ0p@+|WUVm-LvRG*&JUCz_Ur@|H9zH^wVs41 zYH^AJsT19XGgN4)FbQ0j$iFSz2ylciGR=voJkFX6*WgM8Z)XCjSdWViO`2NZrf2bD zrrR9|Nr)ab3i}iKx+b6-fJNr)T*fLVW#~ZYiV3NXD1++3U8Qt#p;$!#8jT_fkA0UF z_=DhgcDwJLTGjbAdYa4f_d-32rQRV>*Wvp!lP@eQ4u&;o&JwM1#FlmPAq2R-c<*qJ zK7AcBiAV{q14sK}i2_=&K`%0`2S)Kg8L!z*NqEYegr^rJ__=;hCWfv2wxQ9Gw8E*t zY_n7m&iI;1M(3mn5=sYT#0e+EmCx6rX$-P-=97~r2wz=AG#pMMU-X-+cOQB5UFtHf z4SfC3pgm2|^knMm<+s)4pqFw`9{i)wE9Ks>@A(Q`&kDZgp<@9tX`9Q`GErRwZj zw<3!%M(uk-Z|7A}(Z0ZZyL6bF>-;;78jt&-F<&qtIRpyjmnp<*XjsR}2ItjQ5x_v% zgHuIieEAEQ>;arnWXRj~W`_-&6mwWy`6ma$3>~ zGWK)V+u*Om=UOkHRcO@eVMQYw3*^9gYM84QD-e-D$h%& zLhhmNt1+&T=p6v~bZW!1RCOcYt1yI?fxn94LdS(Zx!?!%n3l|im3nB=2mU{WZ{8tZ z;8!?sfBOFB>F}{9LrHO3L4BvuEs&>m%0YF? z$4~e5T3v;D;fk4CIS+GS*Y3{zJG_a9v>teN2!v2^l8tXiMm76?hIdHsO_G&WVnh>d zIXO{vBqa=R;~=Xucn5S%U(wnpW*nV=rskDimBX#j#4_3BviS0=$*&I^Q8etm*5E(9T0+eN zn{vTS98DaOQwD#<=+iuWWki4 ziK*Z9^FDU{Bz(q#Vz{37v`E#4L4C3!$x=@gOokKfZ!obB_BIXh2J5mX>eGmV(sx%| zV##vWL||3cPX=)VzbWuobm;jdx#2MPhn{Wwl}(tY=>P zxZ1XK$>j7s8LHuU!83Nc&B^geU(}~@EIgL=l0P2tLHi zu|}>5XJC$c9+~98Uqp`!M(z%8OOPi0&7SM|o;@jI|Iri8hP^W(w8j0NZ+U;182;HL zr#>$wij5_|TwFG!r=!ZCDY}KR!#lS8WEu@DoyXN5tcpH_L;rnJ0h5GmAIf-lS{{D9 zAN$@$RFb(w^;=}0El>lIlm1CdDb9QUd~PM#T&6+c>hVde^%98J zd7*R73aJ9k1Gx7*W%KS>FID%BT1EoF!P1{mHiu};IZ@QVWFu}_DGTz-w>54EmRmn! z!~dWe7xNW)2Y2HMx}ElKF}1XJTad;fGcKZ(T8f$EE*Q7D9Y?srtS`2pF`|5|NHSdc z==*BvDi{RGFe7Ww@0-6mF6OP-0r-(_H~T*b&sYyuAoNbK06VkgH%P-hIe9mt`feZf zZfIYCLi8=$48@%;)+?Q-WaorUeY{Vme{7!V>ZFcQ+z68o9U zheO%9=^&qQc%-$>c<8h3mMtetS4+fE1p%PtUhWhrFaoCoM|yn&zhRm1~uGFuLA&<1_2{S?LKc7XJ(?K z8Z=hIdk3V9e0BUtLpnNl6PAeSZ|#mcoss4#dy0OqyDIBWP3wNrrb0Zq1rrbk!`?5t zTjryQH)Pel>TOsGy&kseF!ai2Zx$Xi@$_WJU!x1)>SXWlEd~c3-LtOH+zE0#J-^Bg zNB~&Uw1ft7R_sbPTW~eqPubyPzxU$J#({pi4<@qW&siquE@O@1ix0~gv(Ch+L(71V z<|$siva^;0ttBPH^Z$MOQxQyeD8VKnnOE-v{=(r*m@R={Sh&ZA9Z zVtpaC{2TYZD!+--Se)@i_Ajk&7>M(^8x7E0ICcE-o=~uEE*kH6`dyY~-e22n-Jgcd zBk0rxU89HFyC~D@17#MZa)zwSzClqYmD2 zHB5q4?FB9aFrkF&(yh^KlhJFZk?FRt|sMX^3?INbTo4WCNizVU3B;=y8b4!VxhoFM}+duv8MQUt};j|aM46bg59)93ZH z5?34{^^{?$rX7*S ze)p=`ndsP_I_lHB&FI7R_t=(dw?S`aE%>2gLw1runa@bq(orM3Wo4<$RPO@}}I%f9yC zQWb%KSC8z?I3#V&di=;yPYf9Et=YyMb*@<2$->wZw`mu89v}b5aV%UoxC)>n$A^<1 zrnS}s3@A%Vna{EWuFq$k`8^7=W)OsSo7DJ>@^^5PDrsd923?vNhWdFHyn);1-0}K+ z3Z6=W?>PdH-=p$A6*zGL&c7zyYGojJE&XS{tIy7gEIW;bk6cTr+d(|}!T_QJhUko& zIwsUIb7-;WTe;0RT(fg{v_4A$bCBpaX11Qd#>tt{yU`4|7&hj~lVt!^6c4~52&c!# zKFj_4s9lt>)~2Z&?PfqdCj^TL+Pp|p{2}8gbvqC|twL58ta8|NeM;?$a$!BoVp)*r zpt*0f>lzwKUfbK*t&F%bwM;RhYsIrGLPY=vL~e4@HwXxm#_m?Fxq>-KzEt}BFwb4; zmfa2lvb!DLls1qmBK2LAab0s)7%>0o8$=WkUw*w>MK@Pw<_xO)h zcJ$x;WA6j~KXGp!xNU8`iZ1UFFO_87Mo`RNBWwxYcHm%CZ}flAS5zHCv5>Lk^3@jb z(Kcka51JToLi*W~AK}6FFo&AOA_&^eekE8L6+4-b5 zbr$(LiHNHGZi2ep`r{Eus}T1(?!;`SyGdU-7)^MctuIBhK|x&XMcxPX6F3FBnM8V~ zmKA8P#i&^H#HBq8kLz)bY}8W6h>JDQ-)iY^FaNuj*sc`GoCh~Wn#mSjd*nw_Z)~Zr zUi#JGhI#`9y45^k8ZySef}6yLzn0pB;R~!$?xob@^Qx>xP9=4mt~xckxXCEA^)4bPeAyVCjuj`lAd>&CS z1PZFinEnjz+VN%JBip&hHq$aThg~B8G4=LINomoh<6N#wKXija0$A~lOZBT%ygxsHxUl{t*%d|sfH5_t3NHn*qcK%ZwV|_~QN*Ztb^5(ghU7_l*O9Dl3vp+@LO=z9 z%VTMdO;ZmT%6T)oW8^RnC~M%a1yc&!AwZTSooot9IO^O_ek8DqCj(1E`Ag64_i(~Z zMs$OHnRl?jeYJ<)tT@1w6sgMwC`!&7{ieW>m_X^pq&&}vHBXPcM_IsUeZ42$W$Ho* zTC{p7hCHYAf<+t9Z~!h2sc}FpD<1u1i!Lt?OA8whcJ^Locj{auoeIS(%`EfFIKe&^73B$~uU1~#AfLwGmQP(x9_}9% z?v*B>ap}bEpY)y)KXcd42}=ma8nb}`2;FXS-g10-JJn{M^@3n6RuQBWCp` z^xZ_e5Z6p{tIIvJaOL05=WLHMc^C_OJDmEbfDNTZbgc%xq@VkKYR~zS0^A%iRpNqU z82>;MN}EP=jHT1(}Q%D#rW4Y z#sy3};;!xrR~**1Bbr|2FB>StKM4>$KG7xKDksZm1n@9eu!1t^W<7@ja|Md>Y9(fL zn}HazAZubk5z5dWMmt26hJSO%fO$tT#R(@-8OJz63(=~Tw3C_&(%**{4~YZ)gfD1D z$p$X4sHL*ZYKD@O@j8#BdY-sS0k;7*xu8GDizzF{Xbo_2$sKm7sdc|)>u*(R-R}HR zXV~ui3TaXqnLQu)6g*^6(ZSEHYTkdVJ3jiU-mP;=eHj=qz#0fhKP5UvhQZrlyq4|enTE+s(X9bm0i%t9`BeAzC+=|kssp4-3qcYIJ#6t>m3bJ{FjD^t*Iw*v%5d`2H3%~ zwGL9sIuPW9m*6;d)V_w82Cm6HUVvP=QR%C_)LA~JP0AY5S5EVGH@XoXwoG`azl`lX z6fcx39=yIYKdI}tVs?eT5ecWXr01ck6D*@RXwdm$;Qv#q(UfkWYv=-)~^Bs0M*t z)4}t0ug&mB{CBX6TV|q3629LHYRIaaC1@qhwESQ~9##M?de<2Dpr*^dQJJ^eEi^h;o4gOj;mslCHgU{Al#Jtt6v?dS;B zV7Ejl*;AHZ9P1t&+>w8^@q?9d*lV9TAIg!lV!N`uBdZSU+;p4V!2b_l6El6|S2{#2q--X+-fN9c#?UJOgj5!GlDHz={y*sn1J5m)qd z_x~yo8mjX$=Z{)|J^1VD<%IMZ#8C;-kqQL~bI_(68#yjj@)kE+_fV3hi?esyFJ;Zi zDE|RdlOM;UO6kERJW}+AEPKU9V|@Mfhe+Y;qrs2AFS7z*X5o=>^>C^@f_uXxKPONs zft_!5hd%YobRuw&$qMUx!5Q_ehqtDZ{-A)7=;!%MZM%bD#$iINV9mx;(kq8Oo-KDq z!b;#~Z3sMqOE(4lAz1*^d31rY2>q|cWI8{!BlU$r92aVv<`;ELV6nXQ0cWqcH6~iCZ3GaQO3h45lKT$DL!Y+3C{oi5SorG zPP^emo#Jk?0pk>=3>VbX9#__~f62_pzm+&#=@aZqZhi3B%wYGLT~zj^+nw?EiRM6; z#$7Fd-0dqeqk8DTLU&yF)hI6&SkcQ-UOLLN(hoXqa~#&&w!4~BxdOiCNUkU=6{1f?fBf)k zW*r=Z5e`|CN>qeW-^EiS%X_b)dc-!6wOl4)Xl{WR1PisGAH;+>o_76c^E!njTR)?e ztM61%iQ~f=GLPN)wN{IW3AV=I-12OtND{PMA`@k-ABom`FnM>6Z1R4ATf-kfm~5p| zIK*>qaPJn&dNY6FR3HM%Zojh0{Mn(IbVOgv#I<$E4zU0p~e1SOog?rM3*(1o)6H?2!J0j9|x|D{IZ zRV=iLf81?FxKMvxIWrB&%R zL>z)W>FCn?A3{g#9$WEiR%iwZbw~^507L&j8&RTMq3u>C9j^%`m~${r1d)sCy(Jd9 zKtCvK@(^lDv-6d`0Y+Um2P5e7bCvCE2WcsVSD8s~*0gMes>*E{9bIa&@k;bOl+KTL zRM4mRY{h!C1zt$x4;e@!_++~NNM}f&rlq96S7!v_=zonI=E_IdY%OqpYG1|cu+(1g z4uXSo3?R{#uzmQGXpV~yta}VRL9W+{AY><{lWc2^JF$hsTg+Xdr8%~Jie5@?-9;ek zjab5dz4f1|(>L)lVyKE`NxBi6&@Um8u1D>(Rc~bnkPh+QWCBf5rG3~!=zJut`x2w8 zaYY(P^M@t=O$>Os68VE3YgfVI0w<>^c1mJgJ0$@zz)RvDXWL?nGOXNWp*2|^>&zw{ zKGdhZ_PZ%AVY!bX*>CdyX^mF^F5lQJ3-FTwhJuKr&IvJ;Rr#|iSrRaf8piUOFX z&7DchEbwR-}Y zQO!B_+q&S2b&X(dZA0kt0BFqwo}@Yg-yjUIuvRV@iIrHh9f+eTlidTTxwYdz!z312 zf5jbBv)X|{y}kmjQBxZ2d|(y`u77tnDVUmWG8&hF%ms*C_zs#634rGE4l=_W7OD~fieLmQ^k)}e?{46Td46Tguq*u556<3 zmFfuZlId1T;a8mlgFUz5l3GLJ-~(S0ZOD2tU2yB1Z(v4Clj`#Kuv|yL>R0!+BB*a6 z7gx9MH}j2uKUP|dxzq2qiL;8}s5*1gw7hzIdnoP5odiy|UWD@XNjL$lnlQgSZn`tq zeaNR_>%X@3=BIy!nX`I@J~-fU)h;9RtMYoSO~|HO;mC^Rr+1M*Xj7i zp>l~}6Gp8e4P}H5qG=r4|9u2P*E5`hn2MFP)Iq>;1;;%2=6J}9nnR1vkh}NAZHL2c z_1oZKuLf_d8Y!jwGJm6KQZ4KgK88Xi?7hp_!V6jil*?H%bXDMtR3ss zKl@YnArOsKx6iM2N$_(M!eel_jKk#h>VFp)C?$&BA22!5TMT z^Ht%t{=CaR$b;OsX)*j43(DfQu-h*yZtQp2${mwGpa}&v9KI72=5Ot(JC*)z2KF2@ zK4_+qoCoJu6zU^CbDKO9UW3(fK)l=JmUD|@1#|vJqJl}&Uk}=lIJ0I6uNSIp@ z-K=KpL-6vfIH;b@36HT@-`NanrsYZXYVUg-AttUT9(?_9WJPgdZSzPIiL74kp2iIK z4ur{X);DDu#5itGi!Sz3dNcj3TlcqM#DW04xs%7F4mJQ!ubP5(YOdvanXmFYa+uu_ z)B6ByHbZ1QmUbi2U$`wZo+;2L{R)w?7rYA$$>~%nMa-=wNF}-_YQM68ae@TYtF75U zopI}6%^Ey9heBX+&U6sySTnCx;$*{BK6l!juHf%XRa{NoWIqX>ZHnX+!U(OwgF4m# z;Gx5NCgQ`F+@1B$w^J)hF)OKhik9Rr6~gH}A$AQ_Cq_sPiVf9Gyht8S*EByfT@J9n zHWV6r>F*tg!X<3KPv7=$+hERUX)2}-*uF)JIatqHz?xe}Rty!07urqdbF;R7$K6Vm zK&L?mGLbNPt%Si@t47}QCY%7bMZ}3_s`oohMlRGoOD2dG;>e)=&`aRS796vUeVG95AsY2iwRh;_$-TB9fKOEVP(M9w7}Exf?{Q!)b*?Of0H%u>v#=HPNiI z*qx4u2n~9Dr@epP&l4(ihPkxVI8pm5?sl@NFHiHF&%*gK(n7&NV{#0Mu=6xu2R%(c zo5oEf8Ri_yz6}5$==K|b&rw{=U{`#}P@zO~$CPxYOJD+|_5{6|zj*P(wpql*^H;-O z?eptRI3;#)-m!?`PRC8$K+b;%5!U@R*`9@pbWkMl`I9e!Kc|A)W|_X+e9L@0PS~xK z5}-Tsx6F;?i*(bNdewr9XViHRTH(PRxwh$Xrp$7t^Nz@DZKj)mgqJV$DG1JeWjTLy$;NHyxT=C0li=;6G$qD+jgom=c-?N;F4)Z_pW zcyi-J=4}O@RJ7i45hVb?CP=7nKf7Kxc5edk)f7s?v&U7h-JDKmWHGjNjgD&*o?!^X ziEas_#mwcWrt%Y+(4MjiA{=pkGxmFGD%Eb7cT&A%uwJr5wWhgx!BLnv&7#F#2-p_d z**1hDWd64OzHUDS@uEpmX~i!mLdiFwf*5rOH{@353$CS~z5G|l7CrlOlZ?Vdfv&-v zjUUVO;uZqZQq4$&L)PR_8E+8I_`N)4dV=7hptZ`0q~sO(mAhIJl=;>F)=a_5J3v`m z?LS_UiI?Q?7~9vXf%U}}6GY|Z58}zyTUs@0RqP#?95eYHzZ- z44;%WG&u0reaYh@%kA&IORUCU;=;7J+t02>RPqAea_#Egx-0#`Hx)$O}`zgMS z^K_MDC{n#LwD(gG>67x%9;nC}|4-rDU|2`fZ0|9C%pn6>y#N&ccRB=?4Q=Bj3GyoP zL!7}q7;S>bJ_^wgBd9DViZmxxui4%!Y~v4vSyYb)uK&XW2Y6pY^RQEruu%dUNtxSIdJAiV11- zj81`7A-2Z}4&gY+@MYm^pBqqt(nCju1o7lii0vTrsLF(uJX0x(R%N}f!bWcqu-XW$ z5f3i>17(ooI_toO*HGV$H#1;Xd*!y3!<<^h9O|>;quVhdAvR`Y-k|BBMiS6tPFM1a zb{|&W?ucb&l4wDGL#EeFf+?yin3cASU(>JR=a z`u_zo?|YzT1Ke(!f`Mz5>W2~KF04=h6BtQ)2BYw9Ihn#V{e z5+H-Kp8EVTAD1xK$Rm}`J39=ba$WV z|46?vde}T=YGHaEuvk24l3wr8j1}1ASC7q^pe}v+rB+t@B=0Yn1=t-=Q_vu#dIMqU zW(Bj4NE-3sDV{(4#UE2xi^cu`>$uDtt1o7uncuqv znjX>oF>zaq#`7%STdKR-JOsh+l+8Te5~IROSA9Xc&M}%*9TNetgnC69Do0Dl0lSB< zsD9?&e+Asg`@5Qx>RXL2&weknQRO-iBD>ZGZjt{T_jwmX-@0|lsCFX}SgZn}fLkuN z!@qk~W;`XJ7@Sd@;5HWKhBaOS(mU%7=YyY~zAoRjow*zaA^spH*>g2HyvQe<3ufMr5%!CUlswJ(Cl7#}T&_m{%!}ICiJ+qjpR8VdM{QVI;$!y&P)9lgPespGnZ4rlC^ZDx1Z~en9?KARu;lmM<4x zuSaX4TDSx|xlr_0;tXyk2qcY`CJ(1098n+x$g!KuV|3}${{`2nvm+{qJcDPN2833W zqFiyxNQd|`8J@xT9Ti<(D@vDY%f}pwd{eX=J0_+|1X}||HoWtU&`W{I9x^`qE9Gng zTo*J**h27;caIGOF0r09UW_ygz}-kUZAxB%byRR6^nY$^!W3@=IqqHNL@<}C?=!Zz zt--Sw{l>qt>@SU&s^n9s*n6M-btPGr#kCdu9*eQXOo9!oBjuvZK09ud*$>e$p?SCq|Cnc)KOd>oZKP5=F~{Rg?j(iYtK_)F(qzf;6t0 z+s0(rN%ilW6IB(S1T401I03Fe9x~}#q`XUL{*j8_@*agzCaN2)R;XQTOsa{0O9drc z+X$!wHp-b(e=%jRrt$DfW=C7#BvngvZx#mlxKcKtl|{T)U2|K}^^eqo80V_&i5+nb zhQtZS&l*Dy!DL)vDy!y zXV&DU1fhoE5Gl2u%o2dZF~)}hLiOOo1+zofUz1hQxLhvRHTh{iq5qZ#rVm94JD1+5 zf^eEox!Jfvj11!;9)Bi?fm%OL(?U1EfhktmjOJ%4xV_wn#e zSXCB;uFRveVYrM=u=u`S9dbL62uw93Kpul+NsiRwCV_nZBI>dctFCemORqq8JK z!P)T^em-~;sMECK%gN#zKncx0gjNj+poRDh#~BON{KH6eD+UfDvoo`bW(!aBhc}kF z`S6K=ohYGTCaVKAMhmD&i(MYU#!JjlC_<174RYFFdFnATm_u(-p9gdWXilnWYxPof z4QBV-u5=~NqHmBpYTg;_17#W5?UWQ`aC~&l5JxJvO<(h!B3rNF|h7UAbMSTtiA0q*dNE_dFC{U95YH zJ8iwtV@1**5M}?#rd>9LtfZoi3+3FB#y?t6Ct)O9_+>*Y8WCaGk2xf-L-I18Vh_&q z@@Z->jjei4fl6JZ%|Nm6>d540Uj;LC&%s!LH!-_eb|RLFYa$^e+h{PhHyxUVT`jbU z%gQ=qpV(`n2N^HV*5xe@Rpo`Tz3boN8I7^b2{7VOYi1g@qNE?-;$$xrzPFgRVP+|; z2F~3Y3AJ)tMJ6S+nO9>WuI%wdj=!(dmD-h8+oXyZYD7_%6-}`-4=) zJ_UmB9o5mpyL4|uw;c*@fBR28m4era}$#2(nYN8e4OzRXdFX#7}`UrexqG$-MK1@3l$fGU`d4Cz`{GE0m{NboWYVuCHWmgXz^Tl zywB7J5noU-v?<8GOQJ|qzn{KAAW{4t1u}Iaje9<%3euOgLmz{)!6SD8F%V(_laXV!Z^IZ3A5 zU-Sw`-X^j;?FpUUCFIZA6{xKkUbCR)Id>0ZN-T>9a;)dUsIiz;gU$pPooKTR`H$@* zeATaR)Em7?Lfb8p8L@2spQAnGFcQOSb?RH8QIKs{M9 z8XzQ9j%9rh&R)@q~hk=y2Twz%lUE6`<7#6BD5|Ebn_C5J&oxb$Z<`LJh_4 zyE$F@hOww4q7~teg5&%UjN;THoR$iJc^53pJ)n000m0OWb*xO^cn994znB1?$9LlfUZdEnvCq)cH3Kk z%AK+0iOIKrJSNGsRMM`{Xp35rd~d6QT{VeH zz1D#)ZfZg{$3OH4#I#iS-;1^kwXrO}2-y#43_nyh7XDk@B?lO$m+XEh}a3THu z@C=XAuRMOKmpO`1IEP(GBCBISHmP)q;1N+|jO$+SYpz~72x$8X#u<)X7($6OVJf~9wV*h+$(fry7j`Jw+zvR0+K^|O1K5D)a#SQ7 z9q|(pya7SCvbSPB7bVM-KxTmgX%K;tB;u866U*P;PTQEkuPh19`qJqpypwU6 z1f!sKJ1<;#rwa_c-RR_%LHS_>nw zY0?M|taF)?F9ueiHVVn=)Z|MPAF89y1qbpJ=@DR({u4oSFb7q+nquUS|5s|6AQ1`J z00$m#$B22PUM8e{{;i8)lZ3v~?g)wp0zuhde7N z<=lOhQPdb^j%UV1C74@LJ^gq4{DI29*&Y;;1)hmlRcMDS+ zP^tGds(zEeg#;#;V@ooF3raER*w2s_27EMUR7EEyU+}%e*oNBMIfw!`RpAopbNuFb z76c5f&*bBXwc%GrtYzTDS2J)zLKpN0YRTKNwlz;-spBhBrzTXP6yD1GZ-?e3_|1S( zZ9U;@Z%C2uv0rL8m*ZPRYg6l)w2PcCuh!qPL_9GPJ*Y$Q`Mz6$9$D%}02Tkzbjg`o z23r`!StdSLnk$LG;R#gd1NV47q}WvrA!aqt{l^ZdOA56&Pp=!yJT1L{Nx{)5FdM_~ z8g5$Vgjt0;sc!X&iL1c=Kt1KC()ZmkT?Gy@knS+UICjBdgh{#m$~lRD2uzY7sft`yozE!VVE0GV}(D-|Isw;EJTHqB5J`$ zmzfsn0RfD4m*Juw>mH7n;Ce**+9#LXHaY)_si606tW|=jWans(L{>jguksBenbiN< zIEp;h-#c=BA5s!kI)iuYzBC;<R z8kKOMI)zB#YRnvc;$CYM+S!bDuV&=Ovy7mT;+e9-ZE%gqf!CgdbW z)fCK7X3VPt0!WC!jFQgRiUC>mU)jS)u-6yKfdjjh?!Zcr+=qN#2d9d+e4x#8*8#S&XNZTuBVAqjtMiM z2!sPqK7_?$Bz=F@K3&EsG@)M*Id5L4uqAqSAjT#(=_j2Hy@7tuT(K z0(XGBgImU-RBD?lY)3X-r~e$Gg{cKtxtSrumE^VvQKzsd+j`(Z?lf$GX~4?0(4|=v zq$@Bku|*)AY_dUF-4Z&-j^tehfs(ZPrpYGrmEL0g-fic)sYOBsnz>K2`8%?5j|JZuUWSZuct7ym{g@D=RtW5GwN#HZ%7fXW zYi8K+-soi~JHZ=OM0r6G6sKtKwjKw$WJaiY@Cq6=%Rao27R0}Uhjo!i#e1iVmVdYH zP1}@fO*(_3??hy_(kIG(=7Vz9kHZb1? z9-gr#MzyH9NDp&{fEM(m?;F*2bcFEwVeFKAuDK_TMgyXHc?X7We?!RO1{j> zg+yGIL}I_YD^N4VH8O} ztZ8ImmR1D&y5@9hO?rD2>BcOgdv((MrqbRcT~ZfZ_6QOzD5UzAU&yp;^OrcIv3-`n z+u6UEiY4N|$S$lfH>w-ZUTYczhk$mOuW0gEkX$JZmoS(j+s3&5kjfv2hQ-R)$0?8q zQe{BRa~F5?0%LzX=v?_qm=NH!Ji+BH2;c1<@&(dcvs=@H0%WgPtZfNLZGb**ouiE( zLBxA&*o!p@4@=Y!dYSSbgzXVv>3tBnCgEo&UG?O3>*+|xE!0HlI;UKwk<&_>E#6rl ze7SD+eQPj{s>hR!;a#Ql(73_u@m9u*Gdh#M+8KjE)xrRV&R0$iIU#s?^kr@@85LwR z1=M=9tSLW>AguL@401$rlkYliJdt$B7Ez7rcE&Icbr>1IoKhoi{$F@W{K(iL1{cHq zo_+q()5OC`6$u_=;qBKEy^?%pvp$8l@vpnf7*Q0*7o`_;vHKz)HZ3qO{f1Y{7PqSk zJNxP7kY;Pd6cMQ=<_4?&>jkkxe5;XP+;Ecmx7Ie?mgYDvCs-^P{ZAPcJ&UXH%*-uE zOc0#LNJ7+))t+3)i3kI{{mj$B2>(btCB2VjUm9atAg?vjO&G+rKh*l53s@(~LzPMd zcN@QWSY+R+NuF-oSuPIN7por)q_x8|$0_0qvb!M>jj0#vDb|OTdjZ=fP5?46 zre0@N069c>>x}$e#7QGhT$!(}Hwa=8kyB8mfVVFIn=zD*`a)sCRXqZoMM5uU-7G}; zoUUpxYLDm)8q7BsJAhV<-dtY6+(fqS8aC8>=krk(gBN45Ns^6Sjw7T-+_S-+o-E36U`-zOjJ0aB<;FPvQtd@_^!VHR{a@& z&v)6ZC4Ht9(!OJ~S<*Qrd6qc^T+#?hKAk$qW=H0sv@|kXa&itp@$9VJF(SEq;RW&Y zv$?Y+w?V7=eirkQU`zs3B+E^DT52>RXhjO32*?wqwB$xPtqNhIJdZf6c%ngi(j9^A z(Uvf@?)%Hzj37Iz?xO8U3UAV6t2?=ZXLrmNH@FC*RDKgNY&E+rv7OKngsNINz)(($ ztL*uPK@D5;EHr{s2yn>1YoQ{@y=8dg!&K%}$5Sp>iykWH+NF5S+-=&IqtB-i5u@t} zOS|HOd9n0%!DqBCoe37RBZZ+N(#WhN7yb>J$WCzD?#K8&)!QC@*(kEkR+HbkUld)p zhS9bIJG=Y3Nn|cJR*4eP$IlI~gq-M&u^<+&jZ<3UYIWX2H*qa~n%-Uad{OOS??$B;fl4b$rgIEm3w0 zT%$FEx7*ZJBf}(q37)1@u{}F67y|+f1sXGP82Qtk@QM3dEI7$;QS5FUE^R2>sZ>-q z`;#bM6TvPa0f9Na{zK{R3ERABXdY6bs`X8CG4u}HcafO>Z0X1+YEXH_!P#<*q12M$ zjcYQ~K!4xKv6aDVoe0Y)gPZ(ME0~TQD7-4RW8>$o#t!LD58ei*`GW`a;oJm1mIKrvJOO0h zt^iOqQviYtUwJ0ZvJ=;Gexe~N6c-aHlO#9ZQC__pDe1Q4N)RQ(1Y%A0TQ{e>;RxxY z1*?|C0jElS)RA^B(L7JrIaITmHlQ%o5klQ-!!lo&dWL{{IT8kiLeJPu$vR4AgO3uk zYvp=u>@7a~U<97pNTbm8xC{4P1c=wu?7R#0eYYs=QWR#259Tfe=s&|*fv?<=Fr50- zuSDx3$JKdaWc&x+6tq6X#DhtYfgb$@w_K_GwGNBfETBO|-r%8DdR&@K%HW;1)AEpo zHqA6oVuyLx6)}5JZUo%RWNgagSLisN$#prI)r@hkcnb3or)BC|)=P4EO%J3J&_|=l z(&rJE!5o|^y7dWxdt5&PBG4+p=e9kNu=5AGf+34f1{ST| z?FeJ1*NhTPk|=jL83z23e~KJ>piHOZed&L^&4lHUr{#l2wr209VoB?&mmNDx*RRN2 z6r3xunk8SKLsrAJ(R2%i%bY_7aniT725)K9!p*s1d3u_V%`ub!PaSV%deQj|K{fe6 zg)oCg#W1rsgi`llm$Y37_jT2*W_{hJK3=uinF{`Ivbj_eb zkeh9Y5%}RtZY~vC9gtQkIs4tQn%;inO_wQC04_}KO+Nsz&R9IGY5>gca2v`>+4^o! zrlBs$EkrT`Eu|b-OM%p{|Jq!Y9hlr$ocr$B`NlQp8QyQL?%E3YvhxY27WpW(FZ}>m zf%gEXJGQb06Q~LYYMW^I=pNn1UKXV*$s6mc?Yi=X(s;fn4Wza5H9%-t;SGG2WQtMw z+|fXmaAqYq+szV5h_siN3Hk+{O@p_ELmL!8OBiS!{DYgS=*f<0U z3!)%fqqreTWMJ!iz~}?O%e7)jUSh-ifJSzj-4L(>a`#V+!+}VcNWep~wff{K#L;Md z(lHZZ1=&;PquSvilku}o>H>{0>vq(fO{_;Z>iZk`)#$yzIf{qp~6d=QZ= zS2cLT7IbgR{EosDoYqJ&Hrr#CK12GkZJ|63xMiQ+=7s8}hP)}QjCfQ1sRY%Kpepq4 zX(e5G*QgayS*#pcovVwL_m(BseOjb}sfyiZR~l{jY8E_WPcmLa5T&^%aU`4pOg`A| z(@eLuQwAjc+kg(_@}yYcq;bYZce5%~5HqiCNq+gIZpVtQhTCrE2_3>T=Di3NvK_Jz~kO#Ub9rE|ip@)>77u^4geqpK)0t z1#e(nUNK>Pni~|mLTBCn&T2`(xw%H^r6#6-<>~FGz99BnCA{AHmV^mVpc*6+9~f_p zVl?l>YX5c#ta|^YGn(WZ^MJ-_znF(%sZHNF8`r}7CoEqQTjd->t2mWph!tl=HE+2I z#I$4$c^wZMrzUxbZbM;m=qcjW0f7dO>|7Dp5af$5&;s=mCZdz)G;K?WLvbFleaqVJ zuVOd!uSbpThPjJJ&J;pdWem?8u*)Dr4nB-Ne;| z2f3MF#3Z|k1SJ=8y@#@*gwH?e|1uh3Xm3bnXnl?~+Fa14;s+zwHB!E+SI^x0Gl+FD zoA&X<%#?Emr2WS}0l11Xe?ib|LcUn+(QT4qTEco)qEABNaG(#0^>($#wx#WOi@$%> zEJddG{h0z#1%+P2Napx!!84E+Dm+Ro-=RtY+G-S;bZE%$qUnGE_ymc|ROQmI%ueT1 zI7JW#l2FPgQ)%k7ckx&GYf%LW$8fUBaEJtciX(rc&y0gP#q4ghtftyVge)V;;f$5U z%DYT5)>dtNl7B;-a9+Yhh$t8ipTNi2PMK;&3k1!tKz?0hnk$wZp^HrqoI*=!L2EOZ zJE-yp7~N0G3mBDw-VH}3&6cG1?O0gucm4QHu0F?;vG3tL9x)EmQwmG^)bn>_P6#61 z1@MIxH<~{tq0ttx2Ktru2l(W~yO!4BVwhCrGX~kuJAg zAc=c(z%S?Pcv?d35Iz*;h%wMHwlC$i=r0NPV^4^<)}_NtVmth+NKoMd-a3`uTljuiI!)m%EZPW?<1qFG~3VP&V9J+xK_V zrY7?Q)!*?B5UT8EzHZQUj!|XM;;z>2kc)Djz{VlBSzCrwAYC0@?xJGZ#ejf;Hk}0S z&AntxowcVLKE*RA*e2qCCaM`5Zy$n*o6Kw%ci&1ygq`Ud{F7(BB9dpF&G;B=4jdVezHV(y*%W&7-T((~PD_t4v=K6f)r&bj3x`7Gg3^jz5O)AVMyj(h|C%^R*Dp=i{11N%RQQZLjAnEly znE|ETY>Io6DF*q*|HZMt0#je zjBlxOP;Vze|5vo&CTLGp8jQWwf+88%?lCVcEW?~o$zU9!n>)E)GAQg(i59lJSGO7%l9TCUQ781nBAE&=N*yt;Cn$S0WKa=hk$W z_5iebVz)r-p&s{UC6r6=ktLRCG?Tc!RLbxgPvtBhYQSNV#LC^C9rn0?Q+$*R6T0xMI*8zMmuKf#Qvl$<2k!?E&is_Z4F$HYnHFR@8BRn*j`~ zFnyDC=@asF=zC~bVV#o3tMEf9=CbUrT=xf~W!JY&+?jnjGU8t5WUv3h%m4eCh6|_w zrqdtBgCL!nz za;~~%`H?N@ncp&}?4EDk?_?bDpbK&^BNoaJm2nHh(D8V!3XAR#C7f#mHA4KyxHLP= zWP3ej(Ako;)Zr1JxU(1%Y5XeVLtiKSy_=gql#EFqPBbR7oo(WTI-Zj;J)sg?)o!Bj zj!uKnQfw@@-`xW2yp&&2C-orr`Mo2Dlr1yvNS|msWm*N1!CJUQKTll4V7HMmQ69-5 zorwH~$Ixb*PTMy4{*tom;_St?HNAqt&uqO$lPuY;?eu0#ENx1#0?}vSR?cHZFN2ycL zX$b~;<h1vHkT)#Sx10D7m7qO`AU@eva*eE62gYFTEIfgs+^RoMl4vCP=?Ahj)3Io*pz24lu$zccIg>PF+4e&#KsF;i@4? z6yA+>amK*x36%pY#obt;ftTffij0L0dvW_Kc|NRmG#t_^!xu1$4Prh>0!|3;CV z`n7cHCeRUrxX`40>E7skM*@tvURF;5Q27jw+WvZFL1;blkJf8jh^4G+eY?BuAoo3p z-%b-VBv|jCJWl1oI$j+ebGMbkq3B*QGtO2Muix1 z9hg8O3;l{@;i2%tn(;>=0q}1d_bR>w83B}w0`~dMm3;EPxpyDZ&y z&7pi9b$?4Tr#%Zu5xKo{Sn?y9E41+vRW@2TbCmE`H9#YX>xH4U_x6&!xxj7?$TkX0{VkqyPCP9+NGc0Sm`R z)^8&%-HG(k`50G!XviJQ5jFQF&F4I4!E4L_KGY2XvK2YFIuAIoag$kFHc0HJ)Vx?4 znXQ3lsgy{P78(&`xg~5LF$K+e=?VLONr5AdE4wK>f+*W`c``wT&TX5&5^&jDG<=@4WzeWjU4FtCw>Heplwa$IZkH^m3I#Mf~1%pA3kfSH}Zt2BP^d#lj=;h@^nQEn9r`p@IEjMOMaj^MC$XBsK^JOkzo+m zQr8&lMyINMp*83}zJO7JW+T(~C2}}=PbkT7Xiifz41_C;{qmu2sAb&d%-?ElGutM( z$BK=?qh)&jHeB&`)X=D8$#nO8_4$xAk(;`-g^A9oPub|n#?3G*m(GirexU8!n;DhU zACTWK>8r1;;ci$7mHouaz%cb5WZmg58$jG|F}tpNo=i~En%_|rcTYMihgqOb$T`p zE^})49#!=C@DgW#{nIrsQ)uXp*<>fwV@@FxA{y!yMruRrea2TTkWWj&fxTasvI;cC z04r={i>pkpji)3jrea&LMx*Cs43GzwQhXAG5F)^6*2dZcJBrP2xDEVcH`M~8PK+hZ z`Bh>y1{E`BCQYCM2Ejn9+=eU9^70pEUb?r%y^nXUx~!(+JY#E4Yjib^tmO3<7Di2> z@gQ4flGD97S+IS#mIW=eZDeHi!1h*&g+Uc#U-_bkz3 zakHX>nNXhTE7o!WHF+kY1Y9+e=m(P%fOFLF@~dzBMC9Ap2_w1(SKaXTA1*RlM{Mt~ zpgM}vORPmQ(AIetIn&nZPd=Wo9 z_?8l1qho3^ZX|7gb5OsPEpE{Z48Om)d*aCHIT@6YlO#}9% zTOxM&*2pXnB`nK2Pjf659h#)N&?P=$>k~{^Qh=GpfN0%{O7x=hgwz7%Zops!m5y~J z1&(oF>>47P@vtRPA1V^30_2lib)u4WoiJC_U%F242GOO*ShiQcbp73OARRSr+|v5z z663&NTJTHeE32ZItWdq%tkdl)@?mUs6Szyp*!+nz?)UKC#oSe>R3z* zrEBCf&%j#ocO#Sc!bHPGy~ZZF_cJq3^rnLE!`SXH(E_}5s_TfT(ajP8m36bcWgnTG z##i;Nn#+rBjDgV}YVH+(WNE2Tel%P z7wma-aV4UXkg_&cnzG_606n5uN?91;Wua=*5y-bKDw=7FUHV`@g&?i zufB!rCPMJBkK_c@Z<<@d1GL4Gus}ya7E5&qcbTO6nWl9Z$JV2f?h#c)rxX6<#Tt4} zdS4z(!&6HtNczRn(Yae{q^~-Q++xfeOU+gkLNFO4(p#+2?TrOu?M&;z$n7wpQAC5X z4-=gnpsbH>rxm>lJj+bdv+qM?kg6qU7Oz7scx*-?O@Au2Y}JX z_O1Wlvr-4J{+kE1F>f}W=?h~GZhxQ19O=?X9WYN;Bk*@L&YCq%ZSKtmla?g*pl&FE zTkBIVtW@Qf6cTZZvn_N=AF`u=ne%gf%;RGwm~ZRtwW&P+7u~RiEkH z>Zd=?g~ zt~+KwOrp(9ANix_VB4==D(2Ydgu$*TKOpiAluJt@oFH!C-%qlRjDGZO?yG>_unOtB zuk1#8`wNcO%uy7khPRxr?B@xQ<}M_7m|4#m%9R3@1|(K?@>#L#i2EL|rI|5fx*RaDeq56B#Jcq&*wWv$HKES}>LK`$wuwdrde=_R5-#TV_8vt5qt!JJa0$qQ z?8|>J2F)z^;}Oh15u9|(*D@Bj%G1%TD%fFN>M@{7889t0uF=9K@TJVXcb=EuS^ye-eI(fu4E{HMMy$oJ&bVdB7qHD7@C;4u*~ zbv;)~6Hx8`?TIC0lWQ30j2X-;(J|lFY+=b5KuT&@&85s7heSX|Y>B?p%6xnUg($e@ z0?hhN+l24x? zob?`m1`evL!33_Z?t=I1^QWeruM-A*%v<|D4Nm8cKA3!RSR><*R|(77dv8w+L!VE@ zXAB=}52_EFw&-0A6pSv+4wb-%i?^&N_P>zEh1;NNKjSWgJ)`t99!jv*-= z?~U8qHKR@q@SLi+-**d_Vi*}R_%zACD3k?&AAvAemYNAQ7|>_~Y)E=96P|>LH+|aU zr^5uXh_@m70I2}SWRTaKqHc?=3Uo#l|0kykQeLvWVT?7BPDI!Rb4Cm|r^cc62gpA6 z>-8<1#h@(LXg9-m5C$hcl?ra{(^cIvB;J%0E4kNjGVv8snY|hJ2P=IQxkFnF@xHIL z?V)l6NptJ9m6u=F@;7<1NYlCqd1q0xwnj2B1tP)g0Th$l{iLhREvA}@2cAY{>lE`6 z=eeD(lf~IaqeuR$Vr`S*jpx&pc9P_fiN^NcTG%B|d}b7Zitr9sXfJo#)>BsGzjkj% z*_qzekh{|V-SpSIRyvOS>IAz~#w-8|?RZPoLR?!?`Xe`b(VzBF)1k zxgslKbCVng`P+XDSf{|6I8+Msn^xhTn846HwCNJrEdTm_9X2fD2e=QO`S%RaX|~T= zwUG4~)Wz-TKZ;W7*>D8$q^^aTSL>#CM_YP!&q@~ zuyU|vekuX0#%8=g#CpXco(cw@Cm_utZ~BKg+k9YOaB{OoKGi7EqO!El2?GN!2OY{A zk#g(k=#{W7)oKX$wl~Vnc8H<_E>2I}3w$%dc{^;zJ`DN3Q53mc+p?lE?`h~epDVxX zz;F@xsHa*)?0#WmxcjSC_0V5mVLeWj6dS~61uTS@mB=E~t3w+2^{>_q071o1UWG>R z0X?>eg@Z2ANj;{A5sS@2%6JDIka7_ntMoH1je_hWia>#$!cZ@f1(pRnwKSED9xCtu zp|eU4LvEY{!4XZh)+nA?N)Jgx6984^OR%`Tg_yf6zi&AIe)b$Pq&}Cj-TXLi!!8X+ zdM}fvbF>dQW|^hS638+^Z@+OmXzz_Kg-L?X zn|r3!bJ%XH`!6MSbZ{hcIP|FZP#-W5h&luLUhTCGV}GKrPqipB_8%OBBdw2DCtDO# zFO_bW78lhh7OZkF%h*jq(-G14?_i&w$=;q-aPa(hd>(;Qr-8DD9I^mn*bs8JoKINMbvPJVTs~v4IBh%3NQprj^3Yf;4TFXAnl{ly3@V{- zNC;t5VtFIvtnqGdCtzJuOaqa)lREXw+70K&57_&;B}uOO`Up2rGV>dCs&O7f#18@z zVS&j}C80%~X=Xcq^)29Qe{70~z-o_|SWZB~lPpQgchzgXQU^HL(Go1sOQg)u?7bs8_zr)lofXu=Gl51Plc&4|}AoD=t|H@k6?ceup39=JmdMe!&o}2Gq zTLrFeH$;em4XMIt+K`|`qI@m0?{F;bmStU~4Hys~hxVrW#ThK~Y}Y8E$9EQW2ws9| zQMfzOi}(!v;nd5dLDFMCf)k%-gF0p&#)p6jS2>hG@a70I$2`1gyVg$;}ZA%MaK~KLNz+k zPM$N`hsXEys?s#>U|kqNNThfI%!9bol`L&3L7O zyKoC~-Jz_Q@Ryqqt`%XgGs&!;=>|u&A}rzxqmuQ0hN-yjhbEvVI8vy$g2NCC0-`M;AfGsFw2q6_nN3zo66nHLon*P^N)6#Fxg=msB5U6Eb@0I) ztnlvqyGXWugPhr`k?~V;;Z>WHG7;(uRCE2=7HPX|DvUYT7Q>j_%?n%;=zp$0X6VMB zvmGVnA$?BdoB8R1l_>YV2@%r=Qg?^Sh8XGUvvN{zi<9jJQM_ka%76@ZIot!;G zmwA{`OmXC$=Wu=u-auc~A1UV0V}LL5ZyEJYfX(IWu0AES<7 zaSF)dhg`H)J|TawutRbf28GHW4owd?3!K%1%X@E5OOVUeJtnFWxih2dyFrewHJ}JP zi@T*n)g~B&(THCh%_xvEwu(~9-Mt#WACj-=uBrKajt~CH^qO;1PZ&Z4$EBUAFl(?t0X__50k25$tELToY+x1ft`B#pai!2y zujO_?+BDv}@HVM>!H9L|(p)vU1%x@lRikDDYws=a?sa<*>VwT7f|f7cFc>z&Z=m8Nw+XPEuqsEM#3FH~$9mh2>uc zFEe7mwc&h~`e3sV!Q`1-Q4{P~Ac`f0rw= zs{0sxopK~ratfhM_}{Qzm^sj7h=VosAhb(2L=)VfEq;{_%if-vuF98X^9IAv0FPyT z=2>FVPRaG4Z#WWVR_b=%7;D0nqpg3q;8A{lma))TS;^B*~B2RDpGK@>al@1kgur-~npul(#a!~&u-8G>>MhE&*$?AH_eMs-SF zJRvXe(a;o*6MW(e7@~0ah!P;Uy_2^JB5iVcbms5L3Uk$?#;o+$s80Cg{K6X6zF)Q@ zLxhF5w3!PM(>`&9W}6j^^;BD#Em3(1XZX?5FptjVz2ZFfb>BGX(An)lO_2-F0eJtu zjj!p=b;E5202B!3B_L!%^Kk#e+>$zP3wmnEN+QoyFaPp20cilv#nPZ;bodylomJ+h z2yx}$qUu2M3Gz7ps`Uisk!JXX=aN^K?ZMX#246jH0>E3ZxZwEl)wbWant^fUr&o#G~P6GARk`|uh)R5 z4nhB5tQsSA@^p0^YDD84di+ulQdElMe%7y=$i#Z2=Th^m&$cO`>TE(y zy&Q;DS5xCFVX$}>*aCaluPwroO99q(UauuS+BDH zVw3x9!=ai#J!8gYvxaJWR@AFjIM{w6>9xTFtCQO$0Is!_?CMm@p9Wp8h4((bCA6hP z$W9B23tg*_rO%i60e6}Z1%4UUTz;g4<<|T^EjXcj683r3MVp$W4r!cHmLVYC>G*(& zd_J;)`BJ+NEcA)ojiuhbNZ0duMf!Ysr9a^eN;jvDqZs=w0F6is`R36)6YJ%W)|A-o zLhs3sDW@+Z)cJAc4~YY#i|Bqd+>)K5Zvde>79xH-xFwCY*&%rW_-^q1kA~2}AD&>} zXK(1VombSE-6wra-=&kC>k78`p5LtoKklW~?Yg`QnaD@#l&wI{5aeR?HzU)UbuxCw zm_eRr#!U>0Z9L`-L#+2vky45n8;W;aKy~8&9*U7c+>WP4QE1&<6el9mh<*7S$W!tL z_X5jPMMzw=_K$a+q&=^fg#ORte#^`*(V=Ma+lfuwfPbQM&ga`|6w)JJk;yD>H#P?9 z2w5#iXzZuz<1W1cf$SqTP0=-%y@#Rd**1|oI4Zt46-TY)388`@!KuqCy$UjxCUWlE zPZ=*1#}Ce5Po50nN*8r~g?vA z$tAW~CTh;UZVIs3qSAiyF%j72D|$`sF!1Bok#Lu|jRiqo%-1VGc6?pu++EA~L!#YM zWeP^uXHbCsvW48}-=p>wos2>nl1_jyzolp501R-wvFa(Y>;5MAyjga4UaGqVHCGEG zL-QjPEs9jjy(wpi@#;N{p9ne*%WvgxRT1N0_=)IW*WF2%Vw1~VNij&{hgSLgSSukMbgTKc=gXoq3NAa}Ql$es5W;!}X_1?CP{28hMkG z!}~8A6~xoXSI{y26J4h_SU)}-jkLvgud+LAXo1!X^WC?@rwGw>oW^E6dp$(b9f+mn7_YC4PA6#4hF{*WAj~g%>i9?Wk zI0}R0KaYdC^?@G1*U%K3ikr!szzYvqv%9@O)orZ9>sq;EzSNF^x{w>3jfnAoQ7uD@ zwz~Gnb^_;KYNO+|b}=W^j+I=k&TDdJo#wTK_#YxwtmZzlgt}Frf(?4B1o3x7eINOR zxY=@U+=TOj_Odnm)`d+&+dK~gvV`qz(IoEWYd+1^UYIdxPEppc26IIm^uY_ z?t;qhdj~4kZZEDJl`Q1$T0~691(JossQGlduqYms3$%!xqDxj{HRW?mHj|vnR*=O4 zIBsAPLR$f~%!T@Ww+S~?IX z9TecWYarTdSl2Rff^}O%20%dJ1OQp=FrK0xZTt6`&9WXMJ@U5>m-+S~!pIJTg{@(p z;D(x^SmA1)DpE(LWB(t^OLJqu^zx;Y17k`A36)mPH;M4N(Z(`3ibNGSWYH97&s)bg zxy|WT*Vrtv_aNnRSC--qwqTIz#y{dDGvKEqcsqKLs}qo8t_&%T_7D1bM)KAGLtaW$ zgmt9;uPzDq_6)x?hSvT7BLCa)OcXHVgMPsd=xxEYCp(*|Sd7*j!y>EOTxPTptNjV` z=nEGr8xm50n~{YZyY$bb&L<~vh{TacJ7n59e#)Mnsi|DkW>s4ayXUtLvz)| zwhTCTx3y4aC&G=R5Hj@`s_#^i=(Kxe(wFL*9+ey0H}Tn@%NjUEQ1D@PYh*GZu4&c? zlKH+y$Y~BujqDntY%|T_U!<_BF0y7=as%)FTbnjCwZIYfNnPd#rWN4zph%j64$pnI z*%K^LU8DDvugPOEzWso56c_?Ru~>3nUGC=TntaX#*!)4EVz580ZWNjvfvls(lSM-;+&;##^C<>@%i5|ZUIE^7E0=Mu^d0rYq2r!ioS z`oT2&JIV7K+17LlJ|u%uc7vi%tm;V(G6)L^J5lb4ZsS{fvY*XZyjx8|a!cps_Nz)a zmkN?5aRM0%sF(4w^*TFs0lr zW+`=|3iTZTDhsruJ+ZG^w@8Zu@|(3pf@-H-DRfl(BXFyY0oW`{JD!(8Q1nslSNcs? zFgvx!^}wEJ;}~rL$6|+1GV>7}@c8=rBUZ#Nfs_PE#A*mnmt<7HYH{hEl zK5@P*Hi`40aqPVXQaKH(&CRZ61Wm`hY=B7JxR!VbyZz)m0%uFJ!m$>VAo()n43(b!X6V;4C-aj_&R_6v?ew5cXRdNBR;uJB^Vt7y z?h;x*o*XO%V^f#4D6_db0;r~0N}>)v;78;e=2s^)Z2NP~cYEb~m2ai)|+QQFEF1?uhCV~}qrrp&4$KUUiOWil^e7te97i*CC$Yoctbz7%A3 z$)irUi-1K1K&~d~+DtCKOv-G#_}}m085zz;)vY+LT0U=bHy3lwiL8iskop=eLp&jg zxCMl)T#FzKOWs_P1jDJe$z#PPrNE;Gck{hGU?icfU|ti)JWyYP2FyJNhv)ju{EC1* zkD1?VPu~q>wYN1`)D(;*cN#F~{2I+Of)2j_1}Z@=Wd(yyGkwdGg~Z|a{gL&AY%i3` zS+FRpXBGc77o9cd;1X996g6?&$<9LClPUg9T4g4wpWmvmn1ADSgYEo>e9KQZ27_p# z7zaz!!*3e!NC#7zA&ISEHkt9h^*tPm;BZ**3|l2PB$kQ&ZQWnc;71xc6umbwi$R{1 zK+MpTbLkMvAV8)uN&vN#ocDVcuTxBRNZm#WB8;tyUs?O9VwI?2)5KH3+2q2HnucB% z=T!@X5C9%y&9<=%xOup7EBNrJsQE_1om?}|&#(U)_n_w13}`9zzWV0^zAs{EXW`|< zwXSKNa@U2LfeFSO*Vi0`mqx*WJfLt1Z;*>H*| zMT?su*1CQ+TEzRXkvm=iCak`axSJ#(w%MqF3yg;Vs*(JP3mMM7?gvU4&1%4=pdwU0uDA>YyJi^;}wZbQSV3g^roHWfB4cr5z%*x zCwrq_LD&{O5d;6C5MP+i;3V@wadBuTJhnMg=mARTiHt*4Z{ag2^mnX#=Cxnf_KK#x zlNDCuFmb^L-fwlR^G-z-WRl~GvAUYozObhnZ~K$Qp%f;3ZfvJAp!7g>J$0Wn?jtL=746EW(6Uyg;!T>ketLGpN-#wzM-DGQaW zQ~H*KQ96q9#ptCrq`X26iE-v42e2r{6KFd{aQAM}DpbddS5j=b=jNH_9`+)2kperv zJC0+wcSktsJiM@01EovrmeQ?&R&xn)MaTYlyS@4pft;Uw2EO)E+j9Jr=&GNeaW#%B zJ?89Oiyl=6uT|ThBKg7v#s#7!_#_*jQ*%FoeLM%eMkbnv1D@n(&<{}`deS--;X=OFEse#T})SrdF zrRKOCt=dYErr~k>?mJBU?rnt-kC2viRM}c#&I8W!yNA7Od$;d%<@?XFPr6u%>cL3`teqx0A$ecDfS~BRYSRUDHE=L2FtB zqSO7`6$R_ZgKGSEtJnAuEjOq69_6iFemm2@)if=7D;E75TAQ4slsj$Nqz_7_O|{$( zxcn)6Kj=Yj306hBW+q%$cmSPWR3|_k_^Ziw;Rol^2kt zDcbf;t`ja8rh?~0zg+&rI4^i9@(Vhm*~EFdR*JEoE+wlvs}$L)r|yJlBojq6UAi4i z2EY#vjg;1tU7;wBvfEpm$NL_fXKnwkl|rH!+RKg{XgrOir?t#nJ8J#6&qR(Pb(D}Y zuK)af?+Ko-PyFI#c!szRxQ|vgqQ+d=2$8|pp7Ya61FU^}WBPEoSl+Pr27feSWwUxF z#Ti`;(JSZwNbh;95zP$*zpyc2KX#RV*s{X({p+3|%+Os^v*BPu8|^?04-~tx>Z!EKybj43ka4XzmZ3 zXLE?7Fz~4t%*$^ib*R${Du@fh$7y(!n>-ENr1G)mZY5GO+I*d8JJ9RyGy=qQPkQwG zq~VX@?&#Ga4!tHxdbQyjjU6luq%*g@T)A;G>*qlF_(8*vTU@a(g;T|y!i z8(|O^U2|Uf*8K%?Qod4{>i%dU{Zh00 zN6*MqlyAL9#4j!eW#$~C=z&i%BG7i;d>q%DNd}s!ccP-Cg3Hlofwij^YN*$QU(A>6j$l+Hk z6N1}|)yJl-v+i9noDnT{>*a0>0$L&je#ypvi12qR&c^aR4VR zPz=e+KY)0cumIALBu)5&RO&(P@u-hzq?Pn(J=9{kTByEUo#p*=&?RT?-c{F=jT%>* ziPPtoRNU~1zU5H${Eo{WdP&S8vPHdYSLw>-J`0&sqv3EprQ|)yh&fYygf|;-aPDnp z-QG|3$`rIIb0xqw)=*XP25wAiyHsO6SHN}Hr00U3%d@~upa zY%oaO-c~1abV+rvn18uqk zC6^Zo>8W4}=TEblk)Z?Hw+_@ceMYlnR|IvV$7Jp{txyR-3Uq|OS1XIR>S>T5H_PUS z^=8A+F^zdJ3M(t)Kgr~nk?cg!9M}W(g^Q?~@B=4>6320#MSdM&<^#3bH3`-1!~C)3 z#qj^;RrRxSxmv^agj(TAV{_%O($hH|K$eVMF56QZs5W3kImvI4QcPRpN-xnmPtIwo zR<`wiGF6$G z=raGElbTueME0|Rttiit`kWj`fg-8kt&yARS7zi2$Fw24ldJ&Bces+&JYj`^Cw?IXkt44*- zVBfL1K8TcLs1;ZvExCm_X5Y)5>U-}4Vz#}Ki+z%Z%hz&7eKtgi<1FS>v}ERn9*Gpk zu?kZiiJTa|iC%6JqXDL1z%Zv=>QcYsywjEHh)Er8Z30YFv7cWC{-aA1n>@14E(i5M z)P6Z|-HKvHe3H6WOLvObY%CJrlz1{CmmRTZ)gBTCO_`w65qj{894xCiY&eS~gsvXI zpcgkw+RH!nfUfNT&f+f*YmW2{u`j!-rHjS|reY5Sp>ydIp!(F`4rJZ$uHRz}2lZ(r zAllCcaPrmv(>cgD+SPtt56E&0cw!>9UAE;JUXeD&qD4wo-73W=wHV_tu7`wo5r6x*i`ySZ?6Plyqwly<8fTXE zwe}6uSzAmn&PNzay_`Az=u)4e2CE)6j;vwqgAmfWHMhpNvWH%}SbN*RsDX#>&MFu$2D+kB#P;)JQ z*}YmGODkw4{1!^&-zc(gbiLXV2-0+pUmmkHsm%t3aYGu;neO{V~5(+ zPz0SeWibzY+KYGzFQXyG@!R#wyR>_IU)pSw6(UWDdmAzkt~W>1L`*=&!4mLlIok(Z ze{G9S_)$Av%oVV*GS2DL4vK}X0a|I71%rXDOq2l=5c7>uV&gESMzQ$14o9b-uTs&u zt-+E8n{7enI(VshNR?ChuTI4g!gcFcSw6|$@%b?;&k4d6{#@+mmP$JU+Id-B6Y0zZ zkdt95hGAhZ2*$+AY`Wpw{3m@RiM&fR{~16gp&=8XLo$z)RtiGc^N?Hn9-MWxUvJ0- z8{uZo%|g7%9e3m!wxoNT%l`{X%JUyR$pQHiUrN(p#{L_XCDC*_$Z1+%SETF9N8#+e zS9W8Lbh2pfdY8`rLLBIYKmCNx!N1E#uTWN$iWAgYWYXKM52SzyEHvh=YKxvXbbcZ# z2~EfXu6!zUmTCK^+Kzvtx%pTEOR(Jy+K|%?ThxSe+jpVMxuAI~*Tl4+R$b*4y$U;i zt|MA}l#)6+*goY5E=Uee=7HLshB@ii&;x|jVQ$n#N+T8fojo{^?b3kUJ?U&=--6!u zQ7-=o@P##F-t(iiu{!g~NA$}G`96vLeyNp08*F$RjO%)T&d@`<(Q?<6jl(-Wx+t|T z{Qy{jZ~#*g9#yq|i5LfgPHM(ud)H7)-Tf4BMk`;nlVv^ZJ-jc8oSOV6ASvG9 ze6k+Y?ICL7)hnXvm3Q<7-yyfG1}yFAiZ|bvca%BG6^B_D_?Lo;qYcSLJ@`&O$f+V1;oT62wPnV)?w3H1G6pa0-0ptEiY zS}vhLF#3-E+juo?bpe>8n`1Z~`(wjvN`6#9BZ>{dgo6jgHY!QpIuz!qJh^uS#-@3W z&O)HvK+Wk%2LlO#J-n#PQq|Hnw99uo!+s+lc@&q>FpI)CXT-5T4VFBKkIi^CUK5*X z%uzO0e}F$Qzr$r;**R!p=2F*5%cO8SgTNo+kG zxw&d zj^WZ{J5J_e2prT3jR4yM@gAFaj3JP;4|~y-p?^6eDC;M2*#vr0>dP3x(AXn4_fj_3 z1>9D6<4u@p@F!t|cYpbrzrIFSmiAnhXL-`!CY9e4Th)^V|XL>g1i6>%L^b?q@nR9J!iI zTFFR67O~zsO?_8~C~L(I<^YxUM2W69A@27wkJZFD30Etqn>`k7$aq6au9cPuo(~Ec zKkB*~fZ{E|nAmg0#UsBrL|>~(CBQen>=E~rYKVetvKIyTdic$oFP70njYzh5Tv~o) zS3*5d@&GDfKU7N!y3W9*E?b(ty+R%yNMB&>_qc2G7~$0p4-YF&jYdetZ&@A*>u&_2 zL+>^&5qmkKAzh}?FgLSy7$pL9g}|KFUD3y|;DNMm(qTH7W#9+&pzZjgDy<@pe+ABB z>%mB2@@Ad*@^xJUiBp#R;@Bv!`R7v(5iZ^4zQkJ+1baNo&ql{K9>I|0AVaM*$N_zTkHs&{wWI(fFJXuhyE-l zP;hD}fP!7|JR4$VcjOE9F;6W_mvTXyEUtx6sM*6d(EE_g?9YoP-{SX-MB;d5BCB|Dhb-_q2fuTkuug}{PHFVzZv!xu` z+Ouq{tL-(a{d5uPPIkr!SQr+7j4PTgybUxnJbdDgU~iXIQ=YTGJ-%}Bi;KXE{~yZm zE&wQ&XYwR;S);FDH12fEW0qwNXn6^EKeg3iX}sF7Mn_@tXKDAH_ukyPDAF-(q=-u= z9=Ac=yc@hD%0B1+MFuqtx0Oo`i4>zEndZaa)Sz`gU8L9QlW@_t-FqB|i#r?E_L*?d z1HVGKr-`3-j_00e*_pYD4qn4Y+lczwg&cJgeX+SD=9&K4aN&l;(n7ic7>7=D=@Fp| z)Ya2^e~{zbZ2yZm5{GA;lQV(ta{teP7#!+lWz49|I|S*(#SUFXtP3 zPespKHxSR3a*4si@G*fhk@KLqWW;7ZQG{$y*XG1DYT2d*zTX(UJJnf|=g8C%7Kn$q z-Z1BSZ<4NUXR1yRg{E%&N;dF)yA4`%4p!LWr(JSRhlJ>lu6#t?JXPf&9bRlN8`M|*xVxJwKk2;G|59AJB6AzJ+#}uTc8qL zjT&T1Xegk<(Oi%x;OR3+n4`5Eq)CQC^deL zpq1=#&~ph)m(cCuQ(X?I5{T+E3ahI%iuIzVn{8cIEO5&pL!^{otY!sQHOw>j{mLW zKt@uMgZylgzTOi-Q^xrk-xR2H5=WGZnRSHIP4i|5s&mT2QkWh>Pu$D0$IutkL5Fn? z{0ji*f`Qf%?^!K3k=3=<`nR@grt4`B71c_VZNI`Hn?El@TsXpp%M&|Am`OSEG4l}+ zg1LX(t7GiRfTkyUq<0`jRruU#W+}znJBqWGf<|X5p)(0YACj`;izaao3}eY!ePQ6E zJmllN5Z#-&nscbF)eDfMz0&@M77%KwTp2n_X@4Yk)w*)c(gm*kn#47qYJPZ=MAHcW zgKcbGn{Wb!M@ELcZVQ^oAFxu8S~@cU^2P!_zuG-jv&geQw$w3@aBNguo4Kw!O90)^ zBk?aa$(B08L)!LC^-2056YLQb7Ifc_-to?o1~<+sBV*$i%yQR?jf1bfP9VZ`=eW+q zv~MyNl@JkWjyLuDRi9l+3MqKXLSZ)(*9anGU7l#Bc5*XSo;H`__Xe5!xYjjuuN*@B z-htUD{v{d>3nhhXcFh=GuAx_+CHFCG^puVvUYY~|4q-+md`&0%ZSRXDh4U_{;QS%FnD$}i@do`-jf`U z!>%*jsQKlN?x(w1YbhS?DbBGRd7<7?_4>(Hj;u-y*Z&0OHbChX4+@Zg=?QP0fRBFc zRp2AvymEMw-;@@;>xfFjN+58}XF#rIDX%Wf5MgcbKtuT*%T(;Jla=Gg>AE zP$si|k`KK-e7f7hYxk*ft=`mk=TgQjCNMo>IzO9}TG(k|YPs@?J)now8cqI_oc%;l zp#qFus?7%WCsF%%0t?-Bx^1HMt>5oE4#G%lt$57XG9Tg4@3N|m__51hA}%-Q&<9GV z!OvmaXA+Z0$1X<6=@&N1d5whjIO9t##;WT!-Nfy(Sg4wYmmI}b5u ztN6Q-2W+Tiv?v#Ye{74{i_j}@RMnJZ)Nt<$02SVyG#r65*W@v{`fJAyn+WXK5u9z1 zHN9@SC4rI1PO@bnW+Z2cZIUmC(mlfZ~ zNrG4qcnM>;fR3eNlKA{k&f67!1z&31$h|cIIR!fCF9WHszWLCp;SoWWRKNIau?XnR zZU0isnr}!uM9ku^uQ606&2@Y`>Wk{4-gwUrCpTOzNl_Uh--mk=4mEh!(G%-x^`>LT z;BtX%@w2;98ZB9R-DoE)l5#d>CleNDe%wUq$?I9O}-#GXDXEt#_ zw!r|LmK;xae|5J&7^8ZMWrae*LEY?KvQ@Mc6v_?u%EhS}gC$x#pxO{Wfklm4ioOV- z@*XhtWCtNQ+OIXe|O^SE+AVm2T+|OpZ-u^T?RL4yR0b6&H!b< z5VeA1S8fj(GS+vo0r92dk?H{{Q58jna2P|@^Xk4l{6hNE_gGc{E)YqoD5ZU`Gh_7+ z()=0p;*T#qP~&-xP_%owP6m8`%bf<3-9#*?x%|%sr}m0tM${Wkd15FeKER09`CLvE z?$7v!yEANU+iG!(=*LjD`|^C)9d94XV(3&W$-krzR1xt6K|8qUdfMf{fi0jXD|>Y^ zOPN91jKFO)SZ1iS^^Tt&GIEsOcTxCS3Sb(_&80j7| zZ9nSYrQS`TAY-2&;lHHSlUYKK={YJ~t6q`ETKuMbrIfR4u>C|w*R4A~ctm%x7kY~S zW5_1y0g23|laO(kd07!-mQTg<3jy~ej||jal7pbGKVB9@K?FgBd`{t2?k><4WKMkZYwKsE9mrz zFe<}Krl((+BBJKl%E<8=6Mu3cRlHua0CQ9|o)~A0WoJb~GdoT+;All*n%G&xnn6tR z{|O5`Ozfo+7xn08Fr%X0yVncMe&+q>_*W58J=fV&6M!;`Q5(AN~JuOIjN!AN2^%$95CJk Vu16IHIOpPx<}YxmeFTiMJ!9M1M9=^L literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif b/tests/data/seasonet/spring/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..f31756fec5769b9d8cdd5f7a0759246f5d4b13b1 GIT binary patch literal 1993 zcmZvYc{tQ-8^?dcG}gR`nS;SFmX3qT;8+sHjGbg(6In*cu|{JFqbaiQaV(RaEMeXb zjbtn_OrewFgkq49NLg}lMtRTGAMf*A_x1fe-}|}mXE8BR05|~v5C8xWI{;#l5Gz1G zFdK{6SROxXvLE?YQ~-b+@nMYs2>h+~25TXF}Zb(1OVVa)Smf)t&f@1#SMFN2rV6^}~v7(8{4j@=6%{sS*$OcHT*z@p0{|=e6-|>I? zZ{q(#w~5TT!^9~M+i!Zvhvx$T2LOP-GwT`OJT`C(5qg;CY$0+0PyoXEMi7vO1b7cM zG7kJre?~eO*&sC45GaJ5tp(zG&{c1QD%vvoyBiIhY)9<@jvzF^Tp^bg^`C|(zfuz4 z;B&s{uJdS#;lYzj=RFumi{gXa5fJ(_7bRdU{9gu<3nn#Ij*Tq4!9NqyOwZddxobYl z$8-+vCr%63UO1tap)&Tl+X8!rw%!*N)bLPy(se`Y4{>FRLGg#}aoOkQ@z?avlftjb z9As^#S5P7v9seG6#^On~^<=>be=jdPSq=kgtCELd_LyS7^~J>q7nSrAudi4~l_Dn2 z=7q@P;`0`6NqLB9#k(6JsI5yLj<60KI! z!Qt?n{A?LpTm4juo7uKY!C=0(;!akYOIfnFO>w=fIQ6TO8>6xwS~U0YnAlvZhp%z9 zJxD3?USXsp``G;??EV>rkHJ>TF3#aS%;ttJ@YMPpx7KZ&S@3aZq`ncI^wx&w^?kly zg*48nM#d4gdoCATN9p(#DXLp$J%KIcmenrb9w+>+Xc z474gKQPp};E7-a^h;Hrj9?4sNKy5x`bLxO$a*3IeGA%Ogr<|o=rZ$nP5%!o8Q>q!t zbr;^%ls^Jt8@Y5*iLEU&heJyY`N%ASMt~(=mar(4ADxA|3S;o|TFL~2u_jNK3 zB=TlW@^4@vuU*=eacp5#!m~k$YH6nayWx>}Z39fQD&#fS>p8O>Wp=bi9VjRFWczTmaW_V_s z(hF-8J0IGd9PV>CDbM1|d|Pgy6OLZ8IMnY!2z{Hlc>Kzo`s3_|Pxa|NnS@^yG@3%2 zq8l>+T6{!gg|e@t4kheZ>}ZGsZ?OGjdR9P3IYz(1q3wOmmlvCob@k|G%f&>@z#tor zhUIyY!QCk$x|wabyyqVv`>t2TH`fLI+m!7n1hnLV5e;WprnMsd*awzPpMA&F`PXi%+JCPV%i>-A{YV{jkvh+jv5Y`({b3;Q8tYu=Q|s|7v{Sr!t{p^O$Mu zitGhIQ=q(4yeJka2i1-4h1bFgf0_Dou2ODQjrJa&0M9~mY0kHH7@lQv;O>ydYNjVh zzKx<4_Ef^xniOR-yrG`3JCA0N)?Xu*l8I#d&aq=n%Z3a}!Rq*V^%N@^1lCG*aE0UD zx;)#Ej}UI}UhqbtYK>#8{(5r25=}Lz697?pm<*{&9KhKV;_^TwCfy~Vi2oMAkHUto z9+OuUV&Heh{fzrxIc&_W;V*%F`rLPo@=`ODAUPG!{IByNps@xwDYGj$On`&TIF0!+ z72Tn}7`@z58P+r#Kim?i`J@LTx9pqe?5jJtu5p{w=@J#d28U(Ea;LE8+T1s0`3(Jm(xvb$J5m5z zy+Y)1b+ueXy`lLfLe~&u=d?hjE-&*6#^Sgq+B_xfGo-v~w_ZMW2H(UqMDX`uaDa}t z8N(=WNcs`i>WoIOg!REx<2uQ)FkviA_Y{Z26Dfm^FOP?7{>a#Wu2=q_!JV1qwJIc) z5?)m2l7L!mhSSQG#7yFdY;lL+8nQUS3GRyo3m$^ILxA8eU!HTG zx9a@(rmE|{=I)-Fnf}@G@+<%d006)S0DvF>@GtrN4dDMU!oU1a73g19>jMCg{^ftp z-~hn@gugobHwga6C;XRX{`#-}tr`EzWdBnm`ai7sKa3fQ4gmeFUHuy&Vdwy)zk2;Q zY9c`Zs=vzc_u{%p1OUZfw*Kc4f0sBu01%1=0EGSB_YwTp0|4kG{!9O-|L6bz6)sOF z`A>$^T5YW_`%tViicap|G%z3fT{8I6F{#qAAtJ&T@9IP0C~oo0fK^v zf(Sv3)oTUB&`vAaaLd1Yy|aQ{5}dcNhdS>yto7WO8CzpyH4;~mo6wjeU;4*1;wKJB6B6WQ)=u)Ny!<@hkS)#IAlG;WUTyTKk*^tF;dHg4fUgn5%n0iv2>haPLim*gp=(3X{jo zx3pur$4^?_()qL@ERQ2&hN%!6K&v%55_TMiqHSdR3J7Oob~f|)M5m3>g?T)nl)|By zO;0qT1Qtye$Q4sld8Tb2YC8>fTUNo2@==YJN>fJq+2p;}YWmP8HKI1l946!NL4eEp zNE>07U1cAH>ZR3?t*4l&awFNnOhyd;;W9h{!tRODjUjSrAmoXX`1%nInl|EAkZ8{E zW5%^SbAe+gmGT?=k6zmT-s%RT~TT67>6ZGn1GI2}P#PyZRnI_(*|_@!OEa5aKdUUfH?6N>N=j7uuu7-(ASU$FVtT{a0kg%DSFi~s zFPkY@!B0ihh(uXy$Ne$4_lGvW3Nf0SI~yHOn_5!g6Hjj%-O3D86_K1s=PSG@pW=C3 zLK*rXlqe#paS;M@Q_XmJRHZD|wTe8H?YS3-V)CMp2iM0Hv-0;F-MdoYogI3ZKZ4^Z zjPaO3-DBnBLZxJHOEs8 zuUvhUq*iP|sP*R9$5mA~#j*Q+Z{5lW89nc#piR!y5UWEzuLe3S467O)P$H0`$P6 zLPn;BT5&`|QQky#V6eHrt)N_B5`i_;?#Lh_sf$bdKf*CTDA8-CmCL<- zI%X`X%=>-4^FudOa@n2G1f^s7ZYw`nL9TP;JDk^|Ep?Op=;s3!Angbhw-6a&#X}aV zQjNBh%}Qczo!iUup+_`}3)No+ip7aWe+xB|@>#jBnh7kVC@KCrUj55`Q=M%qx&0p7 zCBO`BS@a5&+HAgmqo(Gt+k-9M-I1eS^$UK7QI1AzL9CDYnpa;++#h`y;m(gV>R46w z`(5DRVF!MEhhDi+^gyCX+?ELkoE#)2x4}i7-#ssiVnERHu9%xg-YlaaG&OYk)%l9Z zwzeF854i^?KiwMm(Ds=O4-)1~iWpL<&4+Tp$!P$k(=tqSc=BCB!CGdG)msOGbyC#TKbgw|bO9HguIb^^Mqy?aG>YtZ0)pAk=~(z2&P-z>3S^qKw%# z1*a0Oe9HAAC%q8$U7YXyx zokO}%HfK2K4|mT6v0%obHk4{LIu@0mR&Q&6BzXOVoMs?C!~irCb^AybiLg7E96rdx zl1OK@8?jhQJCK8HsNn^~$IXy>aiw2%Ayt(Jv2w4>YqYl-gQp{p*};Mk>Dnzv&kj7z zLfm%KmSQbhn2dJjxGESs8K43q5TQVZAu*!sp0MnuZbSUaHWr&?!_Rff>LN2(w^}cA zgL5FS-aIXOzlzZKzU{He;J73i<#x+0P}9PZmYSdz6-TCL5W z)HXJnTvpOkt?=d z1?JqF4{5ThYklFgOs}ALceY@(AhPaZ3{Dm)YX_|3lhu9i4Iwi+I$SpeWD@l4DfDmR z=4)Z_TMS`MybyX_RW8u5>wLTTNd!@^z%xD4iod8@0bn;5A%Pa%Jn zO6>V?C?wj|t^c|eJ&we;j>0jR3b}>bgi2Mq7D@&~_-S+b zD*9e2c_66^lXrro+winR`C0yzZNoiX`{v~RCVHMSqMSv@R$Bn7Ho7;yLxPLyoR#4UY+Ao=X66XTpD@`)KMj?gUGH7+<^h^)w|Q7g2@J0}4j}kbZ@pcA#>{zw?%HkAsVK0aES8sqPsX2FB zsy*dQqP#)6a5E5w*3*DwTbiCk28Dfo)wwVFmP}xbhw)S?!A%}ZmNjk#$0~l7>5HPC zieVjwl}lsa=0}{17v7Ff8pGNaR3Cl7S+7!fM51b5s_={P2#Zc3Ywp;+ek*<}xh9y- zcR4zVpeJPlP5xLss(z)X$l zQt_KHus2g!0h7*C5GYg0y)l2>3vR9d_}G29BW0IUIVbt@E%!B?G-AldK%h1*7%2|f zyJ!!wd{PP#K!Y@waR+qKzKUcs;&Y5jYj%nNll?ex#lvS;^;6kAgKbhfE~w79k_T+8 zxF%2tgrv;jkDtcCfm2e19g9Z!^ox35#LfJWs>V4WlUdI1WF(2s z!8>1)CroC8&YsQQ5Lib)O*-LPkCeZg5NSb_9`1=pQ&3OJJ@>S)zSFjoa7sgBlN(`H zn$<0oGh)G0HcdM-H`C$&xHksq!1h_TH`9xVGStvppF^L~0odZU=!y|!^(0$`^?Gl* zj{s7iZ1k|&tVICIP`flHX9?HaLJxKXd(YWi{sQyFf^Q44G#OvDxj)fp9xV$2BdPAU zWda2+ceQGC=@L^`6gomH<9L(sRUb+lY!r~tD6Z}Jz@LUjhj9T4GWH)M3<#8CwmKu4 zrRo11+6apTMe0r018zd<3S?<2ehj7Z)lq#_6P2UNDyZEY)KuDN`f9+)@AN12MYvVH zV(-Q5!E4y0+vFi_i9T^1Ba}~#Q#%PO9kUX1MCCR=OiP&#h+iXs*s>PuwOW8Q7 zhzHP%rr8Kx&X|N*eWqe$l&^Vr#9Rm-22;2-d}GpF@t54y0y^tRGKnYpYw90P7RI== zwj(pLquIA%X8Ux3z@x)SLuT(VpvVfl2t8e01jAYi>V<$vJ^X8yiA^eq6VMaeO!mQLhWm~O5_JK><|0mRq$a+6mG55>h3i4HHS>_soOSm;X;)dgy!-Ypc;WzlB@NhM!cyFWiSUwMTwFApgWs+KF zP(G>Hfb}9h7D86Ipgk8)=g8P52NJRm>ro_L2%I_m`oS#{f^qQ{P&-BHtF}kn5Iz>{ zPr)%f$~xwXShnFhy(%;dg2AvV90ukoisEV2oxh67vaxO_oeyZyn)9 z^&I(6pO+VuXtu>6OUSE$o`Av4;uh-c@ zo?e4fC((WDK{=JBc#I(N=rcMeyHg5%k3e(Rj6E z8G8Jg`|WLm4&NWz7{^$cP=OIOzaf4b`H1a$D$RF%4GaUFYG(%{1}}I+F-NQ8gv?-D zjnZ6D(!#vZ0v0)?HU@U^oU_DeV6^`&#<9?yw&hjHi!m?fHvISKd|!LUB@?wJ`}HG{ z^(vY_yV`|Py}lOrrpy<_Z#~_IkL)2e)p=O<><0L@Yv*abnx)A|+r3y-(vfc^afkt# zXo28{l^_Qpp6>T1&y?7f-?SWZuiRJIhRG27MsA*nEFXH9q=W&rfSOoN(yYO0?_tWL z5E*s5!Pbc2D7KXSB$Gb^6n8)Kn6&{qgNonc2k|qNMt$mjy#Bq$9qvdZkK<`Ri=wr< zMKGgTV&?^j+9} zblkw3Kl6&1^oxQx`Wx$2XvNi}?OEVD{3&rgq>n4Ue_D}eff$kpl#Y1=Sdjja4?ChH zSZsajM+)-BWUqXRf`&B4ppe~WycPQR?5RrpGFQpquN#XlSuwzVh?W9m3LnrH^7|1V z;5s~gbzLIXHAF>vLL`J!lh_x)Q-?xGWMbvDw(TqG$r``(nFOE6DRb}vxj}%{@sb*` ziIaqPLi4j{NBMvkhw>W#=Qq8v?h>ru%a+-qd$QC>ZSh2G_9hLrmB@h5M-(sl^(5iC zRePP{^|y;gF8ZLHMNg)=X*u8XV56m5_Kg7<>bPXY%bvaNCKgK7FYpXud_I2$_56%+ z-E^{FYAeLg zWHbZ|4XHMW9uKcOC6I9M9LDD51|VK(=J#dO&wW*s)RMEMx;mhsIyKO!B}VF} z5hSQ@Qj2HzB}LKrz-yhcyL~hregb`HV$N++JXu};IIy%p4PEBu)1pd@!C1z8Q9~H|G`b{cQgQ(q zd3yp96vvR#Vt|OX!MD%4*83Y9{J$1#wRzp2ao?wydQj|M)S*R>(^AHTWmEn|r#68t{#YRY%W_-*4j>SqzEd-NIGcDb5a zh2vIiL$l_Yi{LV;%&vYo!W?HPho}y#fB>_D5bPZymdk~CzLSI+8zyl>W!8l4AeK>{ zqoBs>u^Or)@ytZb#jNWJH)-c_3B}h18ObX0Y6lbB+w_f~4nO6%Xx8sBn$`M59+*UC@Z~3_hhaItPn4wJ zsoNt>$w+3^2g0*qL!M4MO2^=MAnl@=>%~<*#=5bcRfYXASSOrV-;=DVVr43aMP8W) zXymeYY%bsd%r_q+2OHi@`jFUsyQHJ^2gqkU zFK&=c#Yw+!0i0H02(JWiPjSH55m*>}9C?Sb=t9V=_cXJ&>1#nzm7vpFN_P1uy00T^ znU?Og&p*lLbW}#mN$41A^&BJQR|QS5wV*rGU^_mD6%L9S>r z%HfaO9NJZr-39Sw>}89(okm>yLKjC^m~Zqw`rO95yxq*h%ufgC5}6Q2nVB};^8tsq z^>#MAm=_u7pxxa$ha_h8^Kxnh8dvXN1l#$K?1yjjKHz)KfZq5f3Vw!SlE2^RvQA{-qSP0 z_z2vr<<^tuA^Zrz>%qakzd%>TgujiU1?Y;%7Vj}`Vz;<5k13;+asNcoVUO$z0nhf( zmoFyu#2*WCz2y+pa}=|wZ7$a_U73PeMu*~IFMwLKw0b+nf-6f#$fT|FHtpg_#Q$Uj z$ArF_MsD*<_yV7ed5ed2;5V@-F>;tT7{U{1vLj*l@@sZ@{w}k)YD;~S#OT(<&$qO& zH_bE}4PcNh1tzO@cL$Iv{U&39U3BZZy2Q~W=}egHO<=}33GM1d2M6f|WdBw$Fr=U- z)-!=yRN>UcoFtw}{uErB4AcfsTC_a^5JgrZ+yyCjH4!mQ@)1%^a7-`c69Y^3q6t-v zXucU`hrH&Zq|LA779qLADWrkCnk={=Vhr0&Y_*<#_ zBb!6SAkEY1$SLJCQjb0LG?Q$e-&s6Z03DZ5QG4fQq@(J(Sf16w%s%~qV+3_B{N@ip zV3r-cZOyCVJSNxrlqQ{UC4SBTtzObM4{_7jdIjQ|v4QwTc_@S*(EKJvV+LQH44gEx z@dv|FPA%nWpsvqFT6`)dI~0w|(u7?gq(AX?$Fb+;VSx;Pa%zP^+jsGy=2=CX1N;7r z;cV_LfpG@ky|(Se2;WbiFn6R$d9xRzYdq;RqBo{NFD+1?No>{8=oFhE_rfFgsWj}j ze~8w@($Kk2v)=7Wj+9;BTWApoo?$8=`Zg47 zHMZAT*E}Zfja(!dV>BvQn$pJ1j6HAGs7Qd?D&KBl+LbF3lg~=Tv2l>a7kV&AI6HJJ zf~7($k!3v)m;iIxgDto9VIcj;05wP+Zg%=1(tK-8&H5!R!8mp%-^MndMz~8VkhLUy z0_#40{+@#Gxf5G$y?M}{WBQ1P`PsS@h~6X%*Ga6&B;p(`4l47~LTvNGs*I0T7PpZv z{6*AZZud1fH<_MA1%Kqt;f1OYZ5Nqc15OQ7?sK)J#1RSc<7S=6ldp`80ZZF63}>HY zeTGAV`)R#Ar!<_!#d)TZEyxFXs4OydNuQi|61zCSf%NrAcy`m<{uUAr1g53Ho-@Y) z#L-Lu5&DHrCv1@i<2Q2WxSz`o+C3@s8T zeP`2eVnz(tg{bTaswzfrr5S$yFhiD7 z2x8;u?0bhVbZcElp4Y^%IwsQM5)Qc81$D4Nn); zW&>r2yDHLa!i4M{_F;=c2!g-xE`=9NE<<+-Ke6ObLELQf)lf29x*bFvrweGdb@1O# zr$b(XYbMT`v0E}JVSqWpC*``4AAfup(bpzG&Zk$a06wuB?Va0w`wZv;ThlD1C&n%f zXtofB%@^3zyuQhdwpfSweS9r6mcj4Cir~?$oY~L`k`f`FS_(5MGpVq~HGl=r)yRTu z@8$#7caj9(o*leeiek2EI@e9k0$zimeCNBafGr3(eh^jCa{fl;oZfOh@|nv{RHe|0 zGOMFfiWNa2L>1gXQ6s6PPKR!+w^Ny4gePW&QH~C&$J0-ANhGvqmNb2WbuC$)r@vLM ztxeYWS}RaSY_BWaA=T%&gONym7-q1?nus44WHAM>@q#DqJ1724PEYfA@U zkva*+MI*;rmFr1j>^R?H*-`5=9`~}Z+^5k*-cH@Ae|DABZO=!-gV@wKnizzMxy->B(ezA+UBQm0-sW;5|%s1 zRd>=*UM?h)+0%}+E*PcDAu`1_!^H5o=hn#RsZ@$oCYd0b4FD0VcHc>Aq{~eCcg|88 z7Q#S8dz+PW3V~XQtd*}4H>W_ciy2Zzs^%uuUN#(Z9?FNq@qqe0d@|s3LPf9ue@`b> z%O(1DouJPjB3LP0Ypd3wI!8qZx8c1jklG7dcXaU$Cl;ef&i(W4CG+Vt?^{x=aiREu za=+U6SFrTSU(EA>TD~UFxgSf?`woFNa(<~=e)W&aMl7ufwnHt(Kqsm z7dp9hLO_uXa4R_dM2vtJ0|7I){%Z889Zr8MJWU(0Rmh~jC+IQo40%3IcDj2c+>+xD zhZPua<^BvvPDNx}*l9(z5)gt=N+>$Sl(x~;QE{$=bla8f(5U7$AAt^Epw)W6zetUm zyT*AOG9m*W)j;sc?o~-M%hX~$X@-j-7X+e}t-SDy#wpB0*90RkG{k$`pEsz;ryt@H zAJD6J7LS}s8vm?$Az+Q6B3|(>PwIPG}!j_Zln8k zzv(uq55n{2sTo*Iui1;=H2-ko3Fu@FLOqgK=zB1dyt;SC9L`2s`x+j9j)ZO$ee*HhEzs7{?% z)(tHyd>G6Y-jHo^gK{-GESUB_s(FSvE^>*v=+{VVNObC-y1a?rPP0m4(%!w*?-)C{ z82$Tl^$19{4QuqCy}x{cZ?U8E4c%0KtD0232S;P&d^Qx4jVCAm0+rt}Q8a|U z_Ict@E}K{U+=cUX_FCBE>ozx*pQtAHmB`*ydY#2k`9&8Q z^P#9;*+$vTR{rI+#tRZbP%hXE;R?%fb99m6!B=3vp(A?m)v5C#e?w>i*sWkoO>j!X zv^}E9;?o3Bw@T`UR`^-BG#U3cqC0~wV(5}fC6pYkRyjSqIZuX!1A6(fbZ22|V@YAZ z`taKtO5XRVTD?3Z`p^4kf^LgKPY#jtZbbZ5pKne!<|E&)J`J_vURNC)x;iy1rP&UN)mJ9OrA*ms(kriAm^By=yXe5T#pEh>64Co zqz3TcH;#b1%;~!RWdAd~bMF2j`%^2uphWeh;07mwr_1`%>9ZMEEaniN5M_da!~q2a z0#zX|j~Rq#2&Bw>T5Ha=LLVEi z`oxPLJ9zG#0)989_(#`{BYO6{f5SECOn+G1mc&%uu{bf86SF!TLi%W1KOW}hyVZp literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif b/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif new file mode 100644 index 0000000000000000000000000000000000000000..1814a8e956c7eac3af2ab8288803076045324a39 GIT binary patch literal 29240 zcmZs?V~{4n)~@|Dr)}G|ZQHi(p0;h&$-7d%oB|zKU3JU$N@WsLcFP zRk^ZCQj!V)0RR9H001Bm0MI{j{}(|2#lZi|{~Q32|7C?i008`d`9EzCfj|ME|8(bH zp#E1L?SGl*UmpE`Jv09p=f6C>|HaDx#c)9|0FZy)zyBgI7zP0TPr?6PtTqe;K=6;* z{&9U6FaYl#|Nc)W{vGG|{}ul_ocu5ELkIwv2?7A}hX2+1lo{3+%1%laSrlNn9BUup12yz)?>Mhc>5S!-*}Y8h1{vQnCK5jhw>M1?Jo@Cu5PP>gUzUJuy{cnHB?0CVtMGL zbp?b*8$ajFURdat2?BHl3coWoldJmT}N+CY~viXoY(f6#>l%*yGM>m^1@BrwNqN z?_F$LU)(9_yWI>Fwv61P!6fF0_BMA6_+%Ipw-D=lKVg&yeA1B%rP}^>CZoo~a zIz283dM%-?vxzV5}|v(zHels81yCj0e?( zDld(yw8Lm{tM^!MX+%rp{><~#)iPVlL-lM18qrPOlT)>cIx5-EINQ`WqX@$w8&sXx zj04j0-Fr?%@aLLo$kyVh!e#$k&Eojn{_;vZb5pWor9#77hJUowPy0uqC409`&%Wz6 zP>|>lF=VsyZmzEvigwAHD!Fy^Ej0cZ!T`2!RfggGf?CwV85vmlgY1zs00 zH)?j>{G8GRUv^}y=X;zzo2%=7jb(fC*-M~BGSuF#4IAmvV)hdI`DjwJM^HO@vtyCl zS|QDkIesdXTJS!mZ%0HU5;hz0>FEG5fRdMql>(GL7~edC&MiL`)228(IC>h6z(#woL6NivFogtv`H6!x<%u~(}LEU*l8vbo|Gclu)Tdi#Cth?seS88yUNJC z^eD^w(0G*^JrHF=MG}2tF0Zr@_b!?S9OEr&J8Gf11g0mD1LQoV!!ROs8C_2CEL_>% zZn3po5MJgS*{?S|%=~Hwa*j3P8Ohw%%jjGNi}icHlcxikEHCcQq5|LGaPyPn&lcs$ z5Auyp;=rD#M$MfLZI4@hUS2iJPL<@Y@PnIVihaf2~Ts!E(6TW$k_iwz3z&}DNfs`1o)mT(JZ4k^&GbMx-*f|pOlO_Ge%x}f1W zBySwRNU?*nhhASZvR{w!@U)9-kjJ_MD|u>;s4d)p&-=IbRwAZs%rh*G4$cqTCLJJf z{L_4cFEcdV^x+BK)+yUYgY;g}_-#2B!U*z%i#ApdWx;Im*>kV1#tw-K4x4Ki)4>gO zJ=+UG0NV_GAvU_Ie*;rZ+*VVY_{SW~G!RsK>IE!H2a5#7zg>GNSLT2)3DUAl1)ef2 z%wa$m;)j2+VG$7)JTWf+QW$b$oB2?Am=Q*Q_GUu?t0+OM!EGIDH>qTV`hG@I>F!SE zNZNXbTNJ1`zun#lzp91}I{lW95Uit*It}5Rz{t(yV>krblycSM>Rh%X*lRtZfVB(c zh&ZkpsmJE}bxo?EDZWNzz6g8zRZVHq3bGC|vtl>jXzCayF$wh8<~O3M8vv7`B%Hce z$JI7=QF%SR+|E}o!RGCO%npg-bMd(5(*nHMh-MF-)|UxxCURP_nehG=MDp=8~RtU zmeB4(j53uW)@^t%$1LA(=ZTkE<*n@3US$m=6gaKF9a@Pv8gbD7!_U)lS0M|D4+huNq)mzu&h)JKj*H^1Lp-3MX}Vk*Wubvs2T z{H|^|9RbKhGcS-Xp}96I{xOhtERV8q{(}WfKkWM;tl_1)ex()T$jbJ)^r^_nS5_wY zA&pRuK&nX)Mz9}JHx!jr>ko7@1!4nPX!9&7Q4NtuOHe|!n@o?HS2{gZJ&UR07#cp= z+Ey`^JQZ;5&T=O@KgeC~Q3|iogDS^KHB2^-B6b%vniK1igaN-r(-{>EV%J=KCjJ(0 zq!@I;3d`ydapUjTVX%CdVSDbw^xc1FVBtY032>|weUyfD*vGz6 zP&2pOR~c)^Y473oD_v%c0zF z5pcTfZ}{E5)$|={Ft$CTYGue;G zq5$LFlrIUXxV%8+*?B|%7qJx>i`{N?i3eyZhOQ7Vcl6Xr13=Y!H!>O}T3mtlg5eJS zQmztdvpTlZ{+a#~8_!Ta=MJ}4-CP+XJl(;Fjc{(KAMNzCK+xTabVZZ5v2e^rC?&Bs zpV_;tbJf1NjnJwV#FONcJxMeh(ERwEG7*if=&6Xd(>V(jB0S9l&d#(%l>s(V$z9U3 z+=M*X9O0|XPJ2@sg;aRO|+{siwTBXlI)7*?B#M(MF`R_bxv@qCiDaka96xrf>ty1bZEvyHoCNz zwno-Nn$rK(NUtj+q{diQU@2qIVJh9xtf}ikp;pn55^vavpo2 zj%}ar#CsvIB5wZ?iqyHfpX6G3Ljh;oF=JicfLl0Lyg#cEGXY`cd|tApnYf|m*D zh^_K7p}}%AxsY4-=0yIMY4OP~_sYhRCTfie0R;dzIK~UADIpEVuj)9rR@RjA=7s}r zJhEdTpXh6Y67vC3fFWha!>&ok`L0pSFaJ9fsBr)R>c`T^v-LQh@T;aF!!0c>Ri)<@l=$-bSWB;!__Au zrtcRnuig6<*+~Bl-1hu|Ab79yFO|LI#mAdIT5%vve!yp96`r$ zY1;-AeRuRm@|6Y_?(z`a2!{WkYjVyJKZd4?Y2nXyO-LsehcFe0USn6`?KVi#z zOm{<$$|n7CuEA>DI>e+*7;M`S2~d1f*en(0#t1gGTF(>Xjo3jA=h4@q9s8guJkV5Ca_PJT8 zsG@kX1ImvPJkExhRtTob4Op3&1&K{VkV=Tqb#k7%HLyJyZMCxQs3lza@aOhK>x%AP z7k#sQ2PbDRFgmq8SXaI`?s?}Q%DL#87cH%cC4_N1;Dn93LotyOHg3fa5q9AF-nxfs& z`713qZ@@e0R%r|p!S}b@8sJd~ubnjuF^p)GlIHFzx0K*uK_yb1Q>am;ilIr*t}3mN zd%eElpgTn`R&k+ORLq4V%b`6mW;FyPK<@VZWe7gN%#GZkn*pli(r6W#F?(eSQidBQ1wqR&JO`9W&XhDG`9OB z+WTt_f!yxu2`g?%WHdN#4KEW7T_vj$kd1^N9yT}nrpP|yfEwU(6ty0cRZP|a3NuuI zA20DB1wqG8#w2iqpkR>ssCqMyy-48xpzWSW>WU(1$1KODS^T&{Sair)G}dqXftM!yiTNyz5qR325vmo-iN3O z+IFbMnEf)b1?XxG2cKrK2fydG-fc_{jV^i|?ZCDYs#5JkcLA?9%2f*Caa_lbIZ!mr zD8WK-XleAt&m#U1Eq*zL$J}fQNFGpHuRY`~hq1jictSUOfj?sxOpG+|5TQV&CoF2& zEskpwOHT61>>1*V5wqTlC|UrYLTad~f)*nOtGgHU9cx4trz|AsMkaWDu|ZzV3B|#B z>%#+;&}9y5neai+>H#0zn$MyP)z?1 zrG}H;)bL9Q+Nq6?AjD!F-cT(DCmQ=2FMPf;biVR;T2Q>)yVN53pk0>y$%aWHn&VO9 z!K+ns8^7&Z#bKL9nSKWAT;$S_~!;8}mf>>TJn3eFt!~THEFD*j;4S_h$ z1~BrHIZeP$7qUlt6^=~8EN7Hzev|7l{;I%fN15_~01J5QBl=^*a(2B{V?hU~O}8Vow6m5_5qPRB|hT1C3;cwpom^oR;E;$)&H z*)Q@gPQUXZMYUE}=5Up1-CcDZaK`Ux6PLinh>xLLCy#=fF*)}nJju698JN{k_$)~K zeR-8u?a}dm=>$@jx0CoD^y9~+a-Mvyk&L`v(>s4Zh`p%{#pn-9fvUB{WzIl97YNiR zbc2);0O16>Xs;Ky-0$_f*>209hJZJz9*tz6ZG_8wi4@Y17IbKsv4#MUO&5nw%1Il-O%~|ja;4YOc6oI4da68L) zN@^KF3I`JKI880OS@@%+OUisBxj~Du2_?c#AbLbss=Qgblk!PVlnyH;cJQ(~Zw=XNPE! zHa_o*DfC(TOxD?44|^tFoW|fjFg%|(UIjkAHq-U&MN>KDo=?RISJS?v9Lrsm(ejL) zcISD)b3~QGx*T48nn31O8F!hjx`|SovvLC*Yb^A}Xd43bm@9;pikJ9w2rdR4yM|lg zD1@l$Cci_s+4`@vx3t+_;~k(6)N>=vVlflSDWZpI6*?_4`BEIzLiHPlwF*6oIgU($ zE!P1a8*^UPw}77@EpOg+>{3V@#}ep>N5SUNak#!Z!z2h zHg_3~&CBZ!UWI`rgKVV(TDDf7veJppQGc?0mhA&avDF^7$9{0huMdBiib^{;mokU2 zt8~jHm2OU@3x8$G>g22luT&~((w-IVzTMBi>Zk_46nYQ@3Pk6sBn0$Z^F)YI%@9z` z+o$TFHo$7^LFzIS806|9Q*8}nwE9m2?5}fAwyD!?+IPzS%(0WkUn6>XsosIht{Ga; z@npz1JQ+jvf;5O%as>0*L8UJ>s`W;}d)fLlcF^0*5fC+k) z_-NX8(0z|%khcHT=dw&>V1xJMA#5B~s`T2qULKIyd(aVirQ%H|eHPYlw%~a&2LZyE zXmvgO9iQ)Jyb1TJT&{3}AF? z#g|<}`SSkw$cUuM68rXyJ&ZnQ8+&8cD!oK~e}Ca^J^WECasYY`yPX^*69;F+ReSsg zNBytlQ!B0Ki@B3XrIu$u%9SHh>aV*ZcIJdP-o*kcd9RQ$@BpW3$Yd}V(UVBj<00F^ zS@c>fpSi>Q{VdVca4fueH-BeNci?)Ow6=pwSd)*FD=n-0ma91Vb-09g%$bZ7>dn#q zz>?~25@^QE7lcCTnTy7^N7*+0Nm2@I>tl;51fXbWfgkcMe+aMX{EsuODA`Lex!&P| zvt&MVs;U;N95GaZBV>b{?0%lHo?Wta+Kj&O3}p#k==gyB&CZu#8+!}R_5}RU25T6l zB+$uQfj)%V25JnW52)x1+NwCac-4(g@&HzWyA8N@Buo&^iE42;!te`zuAHNdeDTqw$~cAiV*KN>#HG;1W5jfKF@u_3K! zVf?<#D5l)L$L>gma5!dJ!F>Ye8G5c_eA@M&m6z~i?6cQugL6DgFlw7lK*7%Msd;mk z6!sO0JWX|TVcgElyoUSz;3d;XJ=1ihEN@aSvh#px-sxp-rg1NWLb4O6!3y1e&^UHf zf<8yB!_4-t4@<%&X}QDJ+Lh3#Hd&43!_p+8k`_TWGTVUHQD0XSs`c6rAl##5h-kmC z#$iY749kJZPa)QbSGdC#=Xr(h3^J9a&*O-c=-2{PhVPMdd&o|laZkvPyJk=2&i@rm z4LQqN`}v$wG1dxov@ehd2Mg`;T*A)GKcDIQfFSlaT#JU=`dXLkiYc=1Mub?b}0 z0L!(wtSL7vg?lD<#ER<;sb|ypZ`hb$IzhY(lr0V@r0On*_Ab9)v>2eA7tS4YoePQ7 zuYAx=`9^VBjGN=6Rt7#()7eT@JExzFVtS;`JsscwP$enU#lXsA?En(G9ZWt;Zm$_7 z6QOoCepZ+M*ehOO!%Tcb=r-RI8IQS($1{I$< zXepn8+7ky?^lnwAwtc>OavFLIYx(1L@L`1fE-mghc;dgUvAu4^0?uKPpyAHeO|gBl zRc(pN!BQcmj8u@%zpxMFJ_f96o!2p0O{| zu>z@4!oEc2r0nHCrQPrbcQkIYYr!X+tA`_rHdIWP#drcG2xg2C)+EoXg|)0P?aoi7 zK71H(|FO_uzM?EQi8aDlCZw#d$vhgn?vGNb$ruydCy71&fY`Z}g*CWf>{|7CbmSwS zxrSTAM2lbNIq8@CM*KX0E=qjKcMXbJ`JG^!Y+rrH>$;H`TrOpJD4b@>X5cWv;+BYU z^iF1pNOqjPQoL@MRQ2S1D>Ndh$IQ#&uUb(uD2R)W&A!UDT5YvUS4b{Y0zXv zAR0**WaYUvecM7|T{;3S!ivOOURu$313Jk;#R56?3mDTBMb+6_=W2kLNYXHL_Y^a9 zo%%fmdRzeYC^aAAg{!H?KTJ`cdxdi)jMNQQ!KJW%Wg>$HNpr19dVuSI+W{yP6+`45 zf|IxIw#`vtXROcZ>a3HjK#SpT6pzI2&sv5Jo!0k>9@L$o7{nGeyvfGBnzsiJ#*y>e zdCM)cXw7VhcE&3z{p~Jd3h-WDfZ)7*PZWm<(m;6*QVocgCQ*jFn$1P!cZMx2Q9-9z z6^Y^icDWcq+Am4aV{BJsp@g|{LLCKCUCmT3WLmxL19-D)IUfNP_I;O=4$n2 zuQb@1-&-d!c)g4hDk?uUf2!<*6#ZDMy~(awWwcNkD(|*Hu|a7pHS|^s;YRq)1vleB zYk3iyij*-1X`3>9>?L=Dk@Iw?{awU#8Pt%or>Kc@Z9EvNZS;aK$I1T#%!sz91hELw zV{9)nINuvssPd*7b^X`R={;az@?;IH?r=;v{1^GYNgh09Hb< zk?9+1OOU@;v1cO7wlJ~SPi7g1f129}$ZV`X#emM~@QqV$Qf#9{^?U7&VvDOCx7~Qv zuo86udmCG#Sg2Qh#p1>hnMqoxfZk|i(dXr`ZRcG`T@)HZ;;~aAp_i|S7F#P%;#%_L zpW?anP^Kf;squgp^wXXnj{JGFLpPwwdyCB{xz86Bw1p+PUBIuE+{N?J-2zfJ z;X@M{+)wwU4+s`+qC&EE+1Xxq+2qc9nGSYAJ(`hG8#vI%mH_ShDc!*!C9YdGOI7<} zrPm*wTnf$f)hiL2pp7Xc9ZD1=Dq3)L4T|(N5b=Ia(HV&@8y*AB=Jvi(-Zk*~tZFUP zn}AHe8ZWeXoEj~0WfuLBx;7$h|1%op3HV4d1w<@)4Cv1j{r+M8_2H*nuQRbE!hzjJ z{_tu1EzY-YWIv6=(FgL!(TG_nR-zT@@Yy`EK~j()F>QFKiH4H!*n4)d3zMsf9X8gl zhQj$Iy(K95y@V*0ws0LdQtgv}_f&&H0eF~kE>(5_L^@4HhkGk-y5K9(<^S90mvMO~ zCNBO?xTexIa3haWiGRa42?|r@hfv22bYwA!>ys^Xn)V=ahOT?C`Jh!KH{=ARcKum7 z;Vi`G9( zqOs6LQ-^x^o_>8jDbr?_a7r~jMMx?WuCg-lKDNXb5)2+Q^XXcjQFWx@&x4u`g!cPk z)@v2AiHi_V`TS#4jL*c5XNWvtC;0@rW?`$;c}p-Pm}H!be$SO%rl0uQ-A%=6%@u`l zW7ADJ7T9V zH(q*HDE&59M+_F}I*nLMh882}HaRwZA`yi3u=^A;OZgIfpBDW{r0Hii z_p}GbI{O2U0*BwC&4sgZ=6tz65R}FGP>p3a!A;&8T^;$A3QMgZiae|f9(hn3035YY z>kiMT*C_tDiYC^RajA8!{zxC0;~PM3b;w%n8@gE9&)T}V)4XNRo-?qF1omh2u9;I) zte6BIw7IxAigz%Rd!h{UconNc^=~#kknCv(8?3&$n_u|r?|#Qp+$k>CEJ*Uv($WkJ zH+=bHtE-o2!G%^R@qHXG+)9Gw-hMatI941}%C+Q4o@Z~64^iuj+MOr7u%TtIbp{tJ z7H{500Ewe2HDqghsd*?O>}4ZXzEfH!Bgyy+)UXzgfxF$^*q%tCV^Q&%q`Y(%lz_#m z+JKQg3{s#ik@hxTZGurg@8$a6l*%&ZVioLsS`8rI)7hQv?Uqm~mk8qv16*c%2N^Xd zXsMaZH%SvjnQj3w7Gxg@pXk11lsMA%$zIjgtq9xNyo9dpof1YEGyycpH&$km1&R|j z1X5mG(TgLSJsC@oVbOk>Uld`7?2xO@;Lcqd4zLA-&A-REfG# z3nz8=K?_vtLCM6us*uPV8m{cZ+Ty__F2T{>2UG6?KIMJYlO@Nq4A1_Ek`(*_Q5~<- zh*H-q947jYst=kHf+*G~1|43Rwe1%s<`v4u3&il43wyQ8 zXq>jP{&xNIfImv;*m?|{=;5pX8LcOs{@yHd60-H1AnuP;2%iGnFg^)HwlDspEX1AsTdY7wO=-uV(Ocp0swRWRW7VGEh$Y+gYk^*w)1n zU2VhQL!!(?>nSZs#T|{aZNRYIz*1R33So=P_gZX;FPvm!nlW1}Sozn6w6>YT@qj51 z@hI2`8CU5Cy}^i=tePUZ;!q|{X|wA z9Tp3ki-DUabqwu}>XJC^G9(fc2S>knMV$0eE)>nt{qknYlnP=U2Nq-alRza1_4_Zo zuU(!buTPP~i@C`BwPNuK%+Ys#UN**G7PUjchdHVm7;d!z03xrp^Ruh^`l!cFeKSWd5@pi|fi z=v6E2km}+N`ar0>&(@@ZLY|93=8rfElZzqnL&d6^uFJ^j4xzmCowMjEDzvj;M7pGT zu5)Y6TEmF4e#Xm>+@_C$Dou=qkjP#v@0l3g9h4o#T7z3z0^wWVMTf^0BiW20A)7^DYa(}H;BcoGF|}o%;}sF z8|)eRO+{6wgH5v2wO+NPmw5P@p#BIh?6T90ZTU0ZUZ#1Ux5lJh5#AU=PcE&Td+k%- zac_^axm7?~-MbyavL(HmYN)$!^ql;-YK>$N}W(IucN7?8>AKQ2oPkpzxHKQuaJ)F>FLCu*5wx> zHZfUmA7$6IL)+eA8aeE&3^Zi~4YKlAdijJfUzx)L1_IWjG}$J31Yf7lJ&20ag!&HX zM5Wwit>EtDMl*=~I)jt`z2vZJ)x=GF6f((bm=;6$n^9zQ8+FPW+=Gr3A);W-2yEYD z5gPNy#pgJKGadK0DrR}@l#E<2L!C@vcTIFe&=MTq7owlXYTLJ`09gK*<$4T9PI_0q zK*85E2qMK_x8>>n-ZU?(-59x#ScdGMKb^k?sqpFgvtCzO(H$@+_C07Ho_bGE@*%K6 zw4pNUer-2(&wWfRL_f`8k_A3*b)O`&b!|l zr!)NK*4ka2e037}b|%PD{Y_S?q{N|oUQoE})t7lQZq2Gkvc$`M1&E@k8_-3T6iSaf@b4X|cb_hF8xyF(Twrl%gdLQoAB(Di&OAmxDk0wiNKqxnl~c2(;AUM+9-RJ^5sQr^(0U04 z2yGX$=ZOI4h#~@=ULTLqBQS58N2TL(Nocf#&=(sl{@nLgACrHk-X)c+HJXp=hQ#?^ zVXUm*PC@1T5`Fs)?%Pnx!jJGA>L*=;%N)W>Hl`1SVZ>kMEa6(4ugxXWz*ColZSbl6^_5O?8b8`Yqun?*FyK?lnI{1kUHFSj*~G2C z@gb`Tj!N$S8}_U`s|>J6c?=-wi=~Yd&RVP08uaJA?PC|Qc@81Ho}Sft%mk=in_{R| zKHnl5@Dun;iwfB6O}sPe9_uhK^b%Be*lq9Ful9U{XDC*7u>|vnU9*gk znGA)aPtY3hJk6AK-u+|-BNd)<7#&k-ea5~Q7%71vCVxQK}D+9Eg`{` z(W{g3sg7ohmnsOjjTre(CUWKi41%5P5=6G6s=-ytEq@YH}j@~4(Niu znj|$uF~g|*d{Ec-^uEWXwT4s^iuJhIou2{sD~N2LH zwtAe2&P!U@_9Lv~FpsCT+DJH#xnZmDAxp#Q4NP}4QKD9F4OFRDeCXR!U!J|(;P2e3 zFRaBWh>wyZbI?Sa8HWTlgp~2_{)^$ z%@bL@5hT~JN+VNRu>R;y(DjnKv)WEvJEE8Mam&dbU2&B*mY35d74tD9X)b}Q3IVqd5u3>4R#uCrEucLk`5#*vsd#(=$%elf+nO&wjF;ar_o5v z&qJ9d-ZO;W(o`8ZP~786zmp`YBw>ugml{1WexHpX<65KJ6TtfX#gCD$sk%V;(evua z$*8hK(Vk?BPM5zNg&voLi5F}v{&n)LXmJG{qf58r7Q;eEYRa^jPBiIJQd~{#m?Mfi{dUFc`ZDR@arrU*Anx#+ty# zJ(k-C-be4<5m+Dzm15PZhuU*551jq-MD@ z?x<9@`$u5re_2iCD}gm7qP@}mpBbz`!K9lFa(>*zi zV-=pHP?l6kiTkE+8rD3;u9~ z?38((Gg_oGGGog$Al)r=ML2kQGMksT`WB+Sl^;7A4r#O_TEH3K(d-RjZO_Fp==#+I zrd2S?AypBI!^1Z!!m)XBx~)^CESk2X#OV8h_P$^w`Rl_a<${S8;_p5_!QV~({Ag|= z!Gj51t)97&mI)IFb9|}`Wd%@CkyO8}gX$RMX6&{fMj;F?Rt8&=MXE;80{_NN`nw-Z zn5Yr$%=ko}@#os*zM9(a&z}Q3D0n0=OGZxfBBe&%C`dC}4o|+sftVCB5#&!=s^R_^ zW1_bye7AsvrVrLQ4Kcfd^8};~b@0x6TWA>+rK+3hg9|!w+M(Z@3CCF_2z;c!3s#&9 zX%NaH+g%e)7Sl%r5)1l0Alc{`Z@7o>G5+?ysgD?-mS&N^Rss1W*r~@Dm{#h5>;Pe( z^luOP`-wsZ{MA1uO+%qz2Z~->+5ia(XA#0-JmliM_2%+MSsbH-P?&tH9W5Jb(d05o z=;%$JaHqC3u>2mHqC@Vj4n3NM@=pq(Bey^gwv7-%x76b?8gW6x*^SNomZ=!y?88e+ z^sNf)LC)F0b=qP6;vP9Gso~c5W*DSjKBHmVn>V-|W5PUKd#5RqYz8A3{AdEUj|IDM zZIMFYPqPFfpegl0286I?P`KU>A|?fxR_%C4+hFU2iD+*7>n)_-wx)f%Qdp;@j)Kz3 zZ3UfM+eA1BAxICSiYfkylqbSiJv7OUwEoBpgjPt|=H5eQ7SFyP-*SU)H783aSeQ** zgmoweMVgsgj=QX_(NBQ|LuxL`p;($k&@l&&go9FP9Jpqx^eki)qlRrXgVgPu@0p4K ztc&uyR-6Hc4qXa428(x6G<*+fW=To~&u#ittHF|0Ncy9Y=9~TQ8~Kg3q(M$((Fe`i z?Tv2eEfU2CV`BOne1XpT?g6Yq#`J(Phn(6PKS(m*sg+G{>i3K^#&)}0I$VC? zGD8X=0L4Mws%wUEUQM-|D@-e}W=;J!(1R__`}=i6RA^(rPV?{+wEDZ>9{rTLpOn(k z;rq}WO~)6+*kL!Ph%}rsyuct>uD*8NvJ?J1=5HO+M>=` zQTA|Y_=Cou3eJRCJqi3hzVPb8?8P<{ub#0Gc^gKi6FCi^-r3<2Fo<@>M&_(TE$ z7Nz(EjDB4rBa<#lmov)5COXvGp#DyQFYozv%{8JM5cEF5FN7W}*{ zoK+c2eM-(?;@Lk`_`h(=hteQL9d3~Pj@rDm%|`z;BNGU0Gwd|)dpX?QfS99n zf#5gfr$l0&<98~x(h!QChB>jore_gkiiYexGbB|cOIaywxnT`)G-5QUsU=y5Y zTpdx#MLxK#ic3gvz}bG=lto@K@bu;b5L`PNncx-LdnA4~+oqcn~w=X&bw7t+sn6O&UTXM1JwRGc7)L0&_wMoq0EO zP^X2Jh`U{dfLUp)@4`8 zoRwX44d*|5^WT}*-9b9$zO5G_Jiov!YUN*+(3oXh2shEGOH%&jvz4Z6d@IAiXcfw& zFPp+OIeZhBh@V|M$t(KsSzplnqYyG?y!A)OYPi%ft_e4=Py6;nWCbo_8vHDA7OyehO`0ulFE44ApkrvrNbu+y%;*>JwE*E*(k+?T`ie`^T{wW z?+C|wqBjMxU}x35_!|$8i@8paZ=0pnDMPPiHn?Gz&53nYy*$yVsT#qzG2VsQh`BHo0NQ!sYHc7^_s(a{TRxr>Wcv4wy_Y&&E!Hu(zM*`7(4drZL_q|hD ziELlLZX)e14i7|wh(o~{EMiFV#wPT>h0**1X7P2Ka_YX^jHS$wT!6d6yNXK*vX~A9 z|HHdQ4x6N4)ql`5u%U3Y`P!}6(Ls|jY305BLO@i>GL>Vu)YwcCo^Kf%#_8g zV@gK%)((MjH}10oSja8YvwU=^IX3Sx3HtSpcf+$WAC^?gx?hl@ z@p~SnPRm79bC>!Xs1vvjqq~^@3abwmMX@v&iL%!mLx|xVD-yt9NUCG8$nNsm)J#>eRHUR?TqL;>U7LrNvn~&v3DZ(2@*++0?VfCHl2;;ey zp1qfJPx#OcSXN$7#=U86MOclz6-@!paNuiUs8^cAy;C- zJ4E^smt_J>hh>hfZ#F77sjtESqOr?ZmWakMVzyc?W&zKYR9ZSJMOk2ZMJqtCyBZyt z3%}M{5p+bvw5dTQPcXgk>Gdv!X1&tWcPI*LRZe~n8e12^!l-4D%gxD#6OD)4t}|*B zwx~R~@g*n9Fix`0aP06388NL(z)b<9v*FB3BCX-v-ShNd6z*b)_eP#h{*)zHUWJS+ zn>3OMKP6IHh{jqUP7S3T(r>Mc#!K`iGdAO}<55y^DOsv?IEt0|W7w4}FKTAT-bpW! zq6}k8OT!e4GHRYbWg6xn1H_fP6|XvsV^^GiZw4!lBUK_7aI9bOpcEvLSMu-wr_i3m zh97=#pw0Y5uZz$^ohokeD)1G9W3E`>0ijMfAikzfmZL;%W-w6DYS` zL9);2wAR~^VEDIxt05OcetYtUq6I@`X`eU_dFWbqKdmq|kt<+OL$1u`KgOOFa$pbR zNI8bu!6fp$b4&9JZv+ur%!1MD&0f2#W%{>dOTM;ieqrGbEI#iu$zCG@Rj=n1g3{0w@ZZbhg>?FG=f@FemtyOA$P#!rLqDNa zcw2)i9d6V)dCOqJ=i$3Gt;8p@*w=`KOrRI2`xA2oU9}Fna7BtmAe`ktmnaSwcuH2s zFlu;Wq8<5)P`_4rn|4m9V!L5vQo;|6t^IcNZ7(VGBfJj$bs!B?0#^_|+F=q?>nLGM zd8VRe*O+2dBan?0GFeJnTTv<)0i+%E=6V(h{Co98-mF|ROwhUG(%i5LGn()NIQrde`D2T|n8c$rdR{3r0(`bQMS3snz^u^R;8iyh3vja>c|DY0GJsX>jw>-Y9 z{3&#hM%LJqPHnGv>WI9t_jtfe=lg&PP*QzvR2 zKNlt8kvTA0&AQ|or+d*!+)CwxDHnMHZ%qNQXRX&oyVE;5$A((}VVN;=wqo;LoqXOY z$Vpw5J5J|DcOu^Jsj(6dT> zB75?MiQnKN{&267-yVTi&^!5CJ|(0&d55ikN+&ti6YZqBTM%Knc4N0%Co@q(C)oqz5mIIvq7ULIs@7afXBs%86$wViC z0uoTmkJa^jQDAhpOqqL2*@i>CAelJN5bH_n0X6RX4xA@+K@v?H1&2q zF1M58Y4);3@2NSs5I^v>47wa~yY~)0-eh16a>)ayL4E(snHU%y+VMF1Tk2Cp(zXXR z|90$i&mwq@1A5nSV~?qK76o@5l-H$Y9-x>jG6HDyLbM6&8Kx@m@hPgdrz7;7ASryYNf@ zsQQVrNA=QvMC*KOFY-J4K=n5F6$w10L~GsNyZ@8hes*g?NGte#FS@@+PF7jlfQjD*%rQ8=f0elm;oJCAC1BRTGgOSU3fcBE zCZolvpCWNk#*;>iQd+|nNe*!*y73qI0yX45M=Y(Ol96&7z3ETkY>!{~q3&9NB-Fyc zy1=xE(hnYJ_=93wck`iOUD@v6SH=j?WQ%7}JD(JXZN+0$X#|6X_qvWua4;9LmnHlA6?O@1eO02L@~S0iF$G{ zsqbVg%|0to*GF*iBIFtAGGD z@Pd+*MChomRz=@{J%Wf#I6I=J@s0@vy)3IC{NY=aOQrYHgW|R!#9Rm0sjCOxF0_F3U=vw;cT?9*HH6}Lr>MX15-9-VlL3rJNrN9>IetE z*zb2gjDH~xlr0ux>}^=>C~{z22(W|yHUW5}w%icek!UPqOjx)zPWHP1jMuX<;vqJN z8>n%Xu2Qy9Bf~23+UnJI7s*~F#>&y0R$0$r*QckIkN(iHg{-dU$#-~ERYpoS!9wM# zstlxu+~Z2CF2pG4KNiSx&YVqpqwWQ-^oWE+zA3=(bi?M`SrCA80gq2r zP#*KNVH7a|&Kj1KWMKh9zRZZS3#Qk3Xc5FlXI;6+ojA&~x+1HCd|6_Gn&&JaBj7!y zIGSJRHZN%QFsIZjX8IR*vuM!E&Y0jfc*m_luy?Dz?wB)J?bnS?Qh^&!bv`$yr@Sp< zEXM5XLBY5hm$VD!9QEK*HZn&?%=U{Sxcu4#zN)ZFguGNRH;5+y&$!J)b*QT87T*R4 zr2b{VSsHOfjfBMN)L)o7v{s|f&Ud*m%a1j-nCCSNI}9c566P_{oXg8yxa_00MeOR=fD=W6^yxhwDK822*1p+pqSQMfO!7aBemAX(Mp z=Yj{=hw9{J8CYXj5y17z4*sM8!#~zf^YvbngWwn{bmaymgkXw7)N%R;2D&`fCHgGH zZ?NMIiL%LbH5~Y0=alkR@$$I9ex^LS@nETlq76fSr79!i0~xa6Ouq+v({BQ$1k*=S zMDWWDAA*49$8_K%A{sXcvEDx}WN?b+uN6|2f@cJZWyqQe z%U4>(Ce+PtnnuI{4FOj+V%hd+q@5$T{9!A{ z;UY~Ma8%T0nC7WGb~+(uSOxjI$i}m{CqEo83w1q%N>LNnha~Ee!~~KHoI;xk8FU)b zQrLvJ5hO`w1@n_v$sulV>;JVVCDmPPqIm~<<&Sbvv8{+t**bMXXF-Fdj*Q$p{iAI# zfFfm_@w3aU>>+TZQBVB+j6$*VL3H~OD`Xv8!mk2$)NKXJ-zOR%0b=iVlJzG!bB)dn z(okP$?xegSdeN)jMTUj2ytF^vE23GX&ROxI;#hpUjL0jOh%PS9&EOx!A1h)#tt;+qmdR6^rfSWv^@Jg?pYt zgvj)tOGDY;t_-;CQLLzD!5~vRftA}GVy4_u0N?>GFvn#>BW9YN?o%uNO8U6hdnzN| z&{o!*Jcsou{2i-0v9CQMLPCt5P9l>D_A6rgWW@Z59oP_|ku!Voxl(YN#=xIRn4a@& zS|5+BF=3RYG~s!3^FA~cFO6+JIN-^(W%_dN!<%H=hA}dP0DOLV0mG- zUxSo5`XUblTbL#!`f^w($Ik2Z+~H|n5&xdl!Lk2LZ9;rz+D^Jiu5bHH(H=|SPRCmE zXKcjOYxPgIWH@BGK1t)-tv`~OY5YOE%m2H8;P-W9?3E8^i?+Qv-Q7B2soN*M-6@|$ zwLy)ak-W%Rk+M&BZw@#o-Ni*LFsz~c)!*>EIAB{bUK_qj!uAAxMA9UC06Z(=1XiAns`CEwqw~$t ztD|A(B8XaS)szh;V(yD#r=JR4AZT~Kq%QgQ^A3D&H1Ic+fdf-9^MeJt1C#RB1eS*r z^#uz;Y*m|!fVF>`%9Bzk;nbehxA>7K_I*!M(tB%ZmEw!xkuq(o;aMubm!lCuQd9f+ z1wwZn?Z)%Et%CxQ(#9;59Yc71 zLlEmxiqXF__=>^zW^nR0AP_L%!?4hx*U8bp{dLj5h+P44GK1^3)kVHxpap86dk2rr zTyHU*g#2hfgRN!}T=}O88~IbgWUk{MzP>WUYKAQ2NpQV!>HcrJM>It@k`~Gj-MG6c z8uv3+H!u7S2?FR(viEyuh9PZoqJu5tYnXzEi`}rco&g;q39SEO(3d3<4W6SCj z3JhP~<;f&Xy5T{u?eFPvW>22cLD#UF5elImAg>s@a7|2pv|kwpc|+45z`&`;PVyfJ z&%Slr>7&Z73C%p{7|*<)T;^EN>~N++$1b8ZvtAKbCrTn5 zO=K!bAP@=0fgt+biVZC0_no{mio!%Z%Wl;dDPdP;Y9x~~?xQblB-B*NQ>n*_7FkIqEf_HNYJ-`81WFhPCx>r0+{1P8m{@`83LHVbNR z(}kKc76PPT%${vNTWInc{124ZvpUQF2fPG8e7@dxH)vG&?GB*GcjNV&pJvWgS`MI) zGaiMFMAGG+H*5(V_lZQeK2)zRZpoitu50*;{-8DRrJhM|7?$* ze`1_t-(Zl#pmrkeL|APO>0FJJiE@(#$P-GS57pa`?>gk1`1Eql7)DF3fkl-q-9!~ zDYpz*S^+Y&x4YyNru=I=4jk9NeYe=+ws!!#)?&@Wmj)T3;@iP?f;`wN5QS5!Q*({6 zQ3Odq1438(H+;5z!B%EV!RB+D6Y13@J?=~PB%c_YCKt3o7IFG`y_)ll9d~0t(x__A z9j$ASw-cO|Z|alsef(f>5gidod$If8JY&05?m?apY9rxN%}u`o1o|0h&NFQ(ECpKZ z&nZ{aKS~bY8z?qHr>1`3z?LhwP;R?Nb9VGHj8MV(_8=kEIk8Pk;^Y0*lps`t*;S{lH`&x8Jngygw$ zeashRF{RR!lFgtIygw^ymWY@?lU@S@K3iaj->`Kdb<{Fn4=`8C;Tv1*y9q%V6Fy5) z(BSpebV{$S&;8g(d`~P(6U+J{?njK9%e`9>!L|drrqlD(D<|sF2C7nCF?_3pyn~Lq zwbcXN$~p(o**EM%*974bj@)_b&6n*XE!ClkY2a7g;OA0etA)w5M!>Sm(>9~?2Uz5n z#)Acb3|*c$Vgcsuu@PrkU_~HL_OnXBRvkmWF%{M&FnRb@0^2O4Z^DW&y|_p1wZ{ZD zGvYyewi4>wPn&By3q--6l65vatR|r^8)dyOu|%m*vXQ;U5q9=ECEmJbM0M>~ zR%%d8KEj&5)?WS)-+!OY?>72yMrtjcW0gPEY_x@aQU)`32{M1btxWK-Je_?&LX9B#4v07hcH~S>|`ry~GrNa}a)Y(j8}U71Q;(=jjiIW6}2A zRWKo4C`B7;>G9YKUp++uxH%uN3Zo_l-^#a-=qwfMmgR}Ka2F7-{D)GzqxRYaY)7xF zeNWKz2EO_W51V|=rL|u%EYbTEjgwpO0;}ZOZI_dT)x%w%YTPL>EAG^{77V;F@g`2} zt9|2Mp_^9O_2-zq3DGwGk)`Yp}st> z@j?WY;X&Sq504F)QEb9GT0=JxjB5ri9}7dKd@@?wHZM^x9fpyDS$Q2RL51nLmS|cI+=dTx3FE8%U_ddc)CyO zw89=yeq3|lm#|--`s`X9$_mNe&s-6-|cqaQ-tL z?oH!FJ{5it0Y$9=cn+VMYuU0+heNkYXtQ=8qeFz@`9c~*N1W20H*gM z4{KttCZvyKJo$D}^&}S(E%XM*=YQ=AZqS#AZ)`9e?0%|whv7JErgB1U@eO2W7j6WX zqT~q}aMNV|H_V7cJFnm$^IH1LaR7anr|DZy@S~8xDRJJKaW*RL-N?mv2UiwMEJ+GI zyT0h?%~kXt5n>}n%B_e4MdjFUjS;wWVS(eA?PuM!CIrRrQt zLZB}kYy@Ye!N?3Jr4_Y#METZLj5lqI`Qc$BArF4INj%n=)1+;%r3^!`_S>u1#%3nsX(`sr;$qS=~v`q_C4oXE?S zZUA3yQ?DfT$cWk&l1}*};t8j2@_zZ6h86f~%KjCm%EmYzuUnqilCjA-ZEMA=ZX#3N ze{4HH+9rp=M?heLpwKdg>Zerq=Juqx63J4vhJ8b`9ZfS^N`H2ttTm~F9+)!W)rUPW z*xzVY-C2u8bZz#tb1+0YQ(0bwxZ^-KB)mXTpo}kfEn3awUZ$Xg%_<%rFTPg*j!9c% z0w@Ku8c?$YWMYJj1Q2vC^w*cWUrE%tA{brwWNOwK|1^PFzm_QLCRzaooUHn1*hGWiXyx6@acc#KqBtX9c?Q-KVA7GI1Ys2x6l2wqvjdRcV$ zr%2XIL66-kF3FnxoQ^rL^99(MoNNt{@JnA_`}Q(u9Iwk#SKW>j?7WQrJ1<@AvB65q zk~}p#+xP4aXSnOFuG=sYwEbb*HEbmy9)89l+I}08c_5OJwv*iD?5vkXqQ&*Xwl4je63R-@p!e21eNr&~DYZ|)`;0Z(*Rth~gu zI7uOa#*E;p{%kM3>&Jjn>}PcyF??@`44?uYCAnw3oNlXRtINb za~N3A!h0a%2-xAj&I`0Oy&F1kMl?wV|L6%ezT&!eltcRF&L0tizG3aGf=FeSOW`34 zElad>T45V|p^bmK4voEqD0*xIVIgY7sPpt$i?|0S4VOOu=jipL+*JdrYK@6k!)?ts z2WMNzVrB}Z$S=8-?Ts%DS>fWN#Ywc$_7rWM`dG& zb8A_P6zVl#?w)8`m^unb+tcy%OQ%OW8%}KKXcHXL5#4GpqWLGjAj@un_#iFmct(B5 zs`$sO!oR-uI;pp!!djp$;fvqRSwRkksE-ipob~A{}uFsO%7hSF_8q{ zQ|9R0knX<)8HXK^yszh>}tZ9&(Wq8Bga+mLg9j)r_G z@wB*;^c3YZG83hHm-)+Vn-wAEs?40SPL+ALO3cC38dwllS*CP1Ld*4Y6q>q=7~Ar3v+LMvxO`3fzxL^0u;8!y!j*Z12TNtRc1Loq^d%p1;Pvw|N=vq!}<-VAz4vWoz z=Y1GSS{%rn+APK~3-W|8R=3XWuwBHZVqdva6~+Rwz=r9(0ZmPA@hu|OHM@mWcaYm){6f|= zb4v>j=&v+SyTsY~DQQm-Hj)2E2q0@~hQY0PK6$_D@bp2slIZB+ z)tJnVt~}jZ4l^YMl`)=kbd0H^N>5~?&&r^(OUgD%izRK3cX-8VaI6PBNeo#bh1n2e z28ZG~<^C`c7P|K~?N~5<6H#>7?m;uL| z9!3>3yjORFzi>s+mrCFQ}U7j{L@;+7FC&A*MONz(J$0Yo}@b%2n z0%(cCgr36mnc=)`t64JOF);8@Oykf(y?DZxkHL=Zos*Hyij6p_r%%!G3qoeUb-Kap z&bJDuaS7Jj=IH9ASH|Cm)UvEsj%Cp2&B;-3!v)w{($aF zYbQO2q$^}(gC6r zc$3YV$Yq2yvlzMS&V!5-U@Vj#kiZb@664Wvk%oyzX2^zf<^u{l%_f&i=SQK@#3H{TZhUzqb_cw1F87F0`T(6FS{K0?_xhW z+P@VK@JQo$Xav?1{ax}qtp2+P3n8gNIp!YI^1>ZdQvM(aUMg6)iT#9W5;tTi(-d)x z1$g_`p&&ft33FUWxDZH=T83pVah)C=PZTiz#%it`Sa!D+2Az=pw>#}8b+l~s+J)w0 zQYC`0vL20S82-CfuFOVM?pWo^|MafZQMHY+2UoxS@zV~H$;4?~DX_QEJxkyF$GIs7 z-lt5iT-*i7K!ds^iYUV>Ve`|NAu~4mRAEIq*Ql=8<%k5=z1s4utqZHS@vDX7(P7Yi z-$-st*zt|R^pPMuN18$@ztcq)NMH?O%7}p-5izG_1)dzv(%9ut#X0O?MjTf)W=$~~ zHF=?!0>H{NSqFM-l!T(p$eF6N=Vom-fq%WPN7Xm`7$|#x z#Zrhu(R2MC7*~BPgq&Z0r85%;hGs0}LUBy_2=mzi> z7lAQ-LUmtMn+eX$DFGwP>iL@;^+b~tBvHfa<(0$f+S8w^%M&fmf%AgA_$MY?gemm) zaWHD#`_=?V<*%8G3YJ&B_Jbc9Js7va&rW71{vB81`CfBymTw=LIx9;L1#Ie}d95J4 zWBBOmodM=m@-J0x82KlM?N~GNfF*T};n&a7@0zE8UoqAiLR4Ov69|{Zo)!gwTwubD z5&JcaF`fB0umD0MDza7sOEfi9A`ObT+_4%u9nAR#QQf_&s21mw*a`?>WE47N%?p$M zhx)K4pBU{R)O#tO5%xwMX|!cBHH03Qz_>?6sgk7#eqD>G8l&`Xj$@f4$_Yxi$E;oA zbBO{n)Th`qt=awI3KyAOfonWBO_PrP#N|GEzkzuIm`xx0x-f8(sw4DYG525AHBrsT1OgnnTaHx8|snjR) zt`^O~d2A~TQO9HmZtZ3J`#QaO@vzqfQ4;w2gS$SA^d-j|6rPPZRahc zpD<3RjAKq-2YLa^-NX#=P1*U2I9KsLv41yh!4`&DI4DWAuh zxhpHe?XW9t+nK&IWw8Z0_8}OKDjt5ga#T>>l{Io0mH{bF=iuQ3b2!J<_l;)M7u~~E z(q9holGTLjC<+;(Cm`^;gnhSLuYe9sFcKC*R#+eSlM#{$b zrE%c0U%pwh13~?& zijAC^4#R4aF!WMiX>AMWEN13uPuRVQK@a~0)e7}#KXMkZ*UzVf2ODGP1+YWt*NoQp za#q4*#i3hFSh$O2US=KCFMw}cgsJ|4`8Z1&Z^A0GuaYNRarKgD;g(XgiNCm5tUFc) zpcTi>EY-xbEqeqI)0{ZOul`y##iJyURMHKVnQx`ZgRkP5U^XJv5UNZ8il`i^+WnoC zCb)!I0Be3e6I+3jPa|;kB0yVcGKN#4iOq!KhuDMz^g3Y?>Pei&L?g+ssoO*j|2#eNH#h<-JE;QGL4d4vZ&qw#lN3=7+!(hpH z86^*;u9Bvqt$Jta1qmY)hizvH5qQ1zc2%x!y+|r$H7@3>hI1A|g*|{En90zJUXeCP z6HQ`i&Y>lF2xuiJwJ-euSOJFsDh%@(EmfZnHt(MDsKFRvP&9S^%f8@{YF~ct6;L6S zt`;e5o_~5gFNMd@k*z;;?>YQm!cwmSZXwg6BSI5Mhq@xY%#I0!1@Y-($r37Qlas%a zz-Q;I727|ar2?gNbJVD|+n86D)cRjbEmvc&8Q6McFr!P?$RM9ew9CSxhD^K)TY^ml zGZ7Eg_;cD|d?X-0gEkk|Qx>F5_x|62IX@veJ{w6>{JmppBe6qi$B5c2@?n-I3(Z*# z=2?y_yn?*xSoGO;4@gnDnXzyaTljw)H!pdzwhH%|=R??DWOki+hQsSG^`DJKOFCg4 zOw4bsJrm{q0xNAK6v!I|MrbYR$!>BfI9<=YS_xGC0jzo_0&e+BBO3F0_*ysrSNki{ zC^e-aKp63fku&3=^^e>fLHIrEnkOoJThII8@3tL=6~nE6287AC6Q_H~=! z)c|jXQ55&*KD9T50vg_Biy#yNq)#Wm`THM$D;a~!0y5v$j?BV&onDN{)e zTX+M%;j+K?QK9lFmLK*=@#{wx{B)83rk0HL39KvH|0}$(Kme?ujwXBwU`XPKHpX}hjdU~G@v^qPw2h=3W{4)5(cvpBKgUXi!Yb0 z&I*MbucSs*Z@pZgl-PC0djQs9pqw#Vb*ztLSzJ%|lSWr!b1TVliIaCaWtvLzhHNmk zcsiJ-^n^3?wn}RQK!O|_2z2m%J!`F!UENzZ%|i^K1w2-9ao4&!AF_ed0EZ9H{8TQ0(cUcmaY+Z@K8ofzy-t%Y<}FBLvAf+7hUJLJO<=S#VDRg~2b^ z@XQ4nt(UCa(*QSaiTEQ8 zp&D0of|?1wyJNy}M)>*Y*B`-ke8sA~fs(Jd;k}CZH9FcfU!JvOSz7Sdymn^UvLaH=TtT@2Quf@Y#s0k z4!c_a@7WR~7xM!@0liR$P!)rWMpR-}E{)2<@yG`nM5;-LoMM7>es(b6ssS6v;f-i9 z)! z%`Q9CIOujQ8A2i3mqoqIRzk{s0i)axqE{;Xvlsa#(#o2*I1@89US|SDhYQ~pWi+qv z1lc8Chw-^2H;xer6_7K5nmqJ)G~Gy~cot=0=_x>*4s^ai+xS27<(lCSt!Ss*}haEg&1-Y>}}Id=i)eLid` zO-Hkfdd+Go>*A~yI@Hi;j@vGXj#|;R18ib_ev#0^pvRU`rW3GER~3k!oHhe|dHnU( z>r;Qrse%>Z*{F+nt@dnsk)=~-!|j+TF)(g5qH4n-xrW(p5dzFv)&N;QegGh1D9Zm8 zAhz>o3^G>qiNW!Kg${Nd!|OL(!G>11i zQ#Is?rtHv5@3 zBgZ`t#e7t9t@T)Wa5{p0XHl4d!-lR(<_T)bB|zGBusvxf7tX~n1- ztiW%+t=M;Tz`VmW2D=$Z+db}!nV;k9);@7WdZWQr3-<~c{eruZEb-w%! z%f%Gmsa(=d*ji{B<(9ubv?N^)9OS+vaiccP&>_QjfK+&s>n#I78#0%!H2Zu>)nsm@ zTme-AM4tpYn3hrV{Z#SwJz906IFerm=^b%0wq zCV=e$>xpbY+usA0O$M_|M7@FH$;r`{I|4gLfw_a-8vQ0u|D0h5%|MVKApeugYD)b})L7%%V%}`^oWOqD@+i zO9W1nLD6GFT;~8cjp=^xbQ@4;vMcFjDIP8zRw!VQxaq}5bPGoLAL0YNhRi<@7_jdE zBNML|$_{D;K_5?`4yhct>YWp#^4W?mj*~s%iX-Rj_QNwdBy?RO1N!|l4s`-nKn%n& zQZAHa<;WAp70*rEJm%bNM%1{no0@_Ru$~kjz5fyIrB0${ihY}gD$7LAP!?8pC|^{3 zF}6jV4mm48?voT(Q+gQB-Z3i7&oRnKeCc&0RS7b07~D7VK~Tnn|pXe=e#NB~2@H zLcBzjA)g5P&%9N+^>evrR7T|`5=LFT#BnMtwtOYV#ElYptlr)>$1_NlWEIyRO^~7k-vTI4rQPh+-AN{UagQ z$4Z?e1aW-s$#KDa*j3ec3+iOMuW$O_r>x`pH#@Mc)1AyhnJ%|%toSYegyc>dW;AXD z{803-kvALLo{x)4kJtY=<`V5P`pPbIf1R9~G4AWAI^xhV-?X;ewH5P>E`7BkBl08+`wgar*@(Z`B-ga?`H!@#7;jaINg@**@)x|kJ&(jG9B+rErquuLNG}Ihj8N-A+m4s z6Ge>$SPRW*X3K(!UnOe*-Sb*jCi~gQpCy|7p4QC*7J^Da*-c@eyZJb`-KJmIote;7 z`*mzgr(fXjd7%ZL5HwKP4V6((#gXG^r(&L%rBrd?k)A9qvfVgIJe!c$Gv>+%rK;PJ zP+KL3S8u`6q~)0FKU;9dtHa3SxxGU`^3s6tdF^`}cb)@SCkP&)!LV@LxGHYU3r9!9 zctgcR1GO(U{F$~CJw5>(ku$+*1$A*NtBQUd$!KmXc%qy1=?MT4uWxHY-_o&@xUPo||^y8$6$u!V77VX~0Liy;RUr^cdzOc`gmruzIC zg4b|?@;(7C7HguZpLZUXfIx)O$X$02b|rLK(O z)0$h&uuCdwk7>3rY)ec~jJKo2U$-Hw(9}ndzu&Wcv2tI7E9?`ftoWkQP+2~PeI@>9 z#z;pd7mi#OjI+~A68Ajhsc4D1(s{o^gbf(q6i++9C~}>vp=E8Nro6jycO8+m_N8JI z{p18}&F5)ZDmBN$8j)6w-2I2<=RwxUB7oRi!rBNt%hMW^&*eVMxXb(o`wWOVA63cs z0Dw@%Ykqh~$t65wqvK7Mtvrc#?fY=s)$HR?X)_e*n*d^V(!Uy@%K!g&SldmWGZ!Tbw_I40pjOBW+af0KGR%QO|{t>%%T6x zt&Lpy>zJmLO0%h~DZ$S2kMxn&(|7sGy09ay@cFYgT(kD5VhtI30oXqpIB29XC=e01 zU?`frqw~5Ww-XD_q89+7a3EzbN;l>sJ%#5K1E$^K4uuCDo#9T;L+>5~W1g>A8^z`W zT*NWoGnkbxs{;C1CPqvP&8Xj8-CFfzSL$xxzx9|ti?nvE*Lut{O7ES#Ih*useFcz41(bG)1bTgLJHT1TSv?=#Mu1Sb3z+KFnXfkITNH_Ze6#^LHZDv#_Kr z0V0|>>IeIaZy9xhI?+070cq{DPB%^~a=R|vMrX=&@NJ%uI-C%%F~8~Jn0Yd*sszVj z?VH~HSX7!G4Zy-L;vW+6uf5ih)sC`i$LC-pU|N(W)B4#udn+OC+!3n9V(v=u{0 z$Y&Oj*8vb)nDbi)G^^3kkNkPb$W) zyAF%F4;hHqK6e>20abAH_vQC7aHfZC^1M*kys2H}-_LkiNngrKc9Wl%&z)-{wU53} zmr7a^OK9qCLS*jDeEYEUxu44toHWNul4$CIUT0@A4C+)^+|J1|Ks%C!_>cFR#YD>L0Xf>37=m{rLj}(KGA>_|= b4KKdve|Ym;EFe#KpC3(XP)JL>-qT5=eI0g& literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif b/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif new file mode 100644 index 0000000000000000000000000000000000000000..47deecd61f7fcdb84bbe5658591f2b06ffd0c45c GIT binary patch literal 86983 zcma&Mb8s#}*YN3|DU4tkN?vL$G<+|gJA!M z`TlWWFf0K4pRW3k>%u?)g#S47A2);n1MvUx=s*5XLHwWk_D}l%)2MI(fWv>0TZ90> z3O@iarwag#`v3p~*#JOi7XZ-o@A9kP0DuxqAV4lV(7%!TPyOFQD)9fd|CRqgOuq!F z;D21d43z)J{)hj!F9-kt^ndx^Q2mbv4B8Ne{vSVNLl^`A9RU9CRsjKGNdU0_vF?7L z|6{30)WnnsIaml82vwA22tDm=O$eEpWWE1a^#)M3Fnj^j16}}>9CAkVjBa67iDEU6 zfUav*Y9W$-gdhdfBP%Yl)t+4>ucSlsi8`J#Ni@Sxm&DcxE9pa%J_+v;X|Lp>pXM49 zq>>{|CK{lS1lj(T%NFQ7lb~cd1782O_HU6!qIj_lIhc|9m2x*YM$%*v=~A_|A~_qi zpiG}xjjwu~qqfFNT*DoCYs9IeAQRp-Pe8QiCQ%y9UbdMrFqctEdALnA@;shzaz(o7t7}-$*K_d(zq3a_^sv-3jYVBcE7`Da-oEts|ORdt1k< zQB3D*5aCgU^D!v^qLGCAywxmDRJzQL-+-RB46inM)b2!22Onfa`IS#N+Z2s90xOZn zLke+i4qL}NZS1mX`J5O-5uY-}_$}iqg{Ek)~p038z&@2SL&=W z%nTm$M#wMt)n{0+1e~qTITd8SU&KK?eK!x!CfTPtAn>*_a0h3ah*R(>#mH6cov6Lf zl0ZE(*xu-Xt#>{){u2J~q0K*#ALNBb_{s2YTmoy}Q6bu$Jb+xqjHS%emNsXfJb8Q6 z!gg8iHC&qaeG~0r8&vy#%a(WPXEoQYU0+VV}W8NJ;%8aaoPP>hZ+_xe=;Sa5B za%Pc4>z|1zUS{qC7Ev{J#{M(MzkT?oFiZp{MPV4G??--brszrqi%?QoofpQf+(%FT z)23f~e-qrWCP3bL?L%F-tNX!Wg#}zBnTS7#d9z38yMz6twMDs;?dZ3bIr_@euJD{+ z&^}Ly9Jv=z%E37T`n|0wLTesbYN`HGY7f(%A6x^+sHLilYxt$E%qI{u<8~1eq&D@a z7wbJj3et2w4Cn$YEfo)@*-)?F1WbD|XZ4xopyCEeb^}wj|4_Ru>RCo1<12{5scc5= zx`vF1;Eg;B*Z(33$h247)G-Vi@w05Pa$sU@CO}U~3BF>rOqcBAVNBq2FpB%~YOPO{ zV#O8KUka-cl-4m$vjImacVc}9!Np*W#nxGquhpix9;H&;_2pw|J5(TXt-88gM&qu4 zQ_i*9WYlp-4MVjF+VA<}ovuv|n3kpw2KpA(?w7>gW70a*>y2lQ?l!n{dVMXH|0ul< zmp7OEG>x`xwH_a4UhNa;uhkBaGBEpgTQMP0xjQ39cQm&DSj)~=%n2-`tock%2?9X7 zXm|hdTe3J==Mys~>c%3U*cqpofT4jqZ=>CKhU$4xL>_2=rBn2nQ7r5&y|O-Ex2C!E zvsN`P#+gYNPZF!clh%o{6vo$bTQ8B)UcJ74TU|+4YmJ&g_7NzQ3=|xUjkCFTkcm1H z=XXqVoJ6|&UD4(dZ%4D`b5tl?6Bf!|K+5zu$UjK9!{0gMT+Jy%&gf(ne79c(!BAk^ z7TlEHAt&O6+)mP`W%|N0Xa4%zSeOiYPj-}L)CGnydJ6LP@QoL4`nQ`}R;NT6VqdG@ zMYOX*Y(dt#({kBLOLooh#lIMlTNWzy?SUP zA97zLU@kS(J6PsD%*eYDzJ97X6PD5@rTh-OS#{@dxze1)nkF0GNF4Q^j(g)1i!*zJ zHW-)sG+z=2xpzV2@sz$w-WirCDQjk5E4vX*ClqL!aZ@~Z2v=#x0^CdrT#!XqS6J+~ z60eft}OMsJOOf6rZr}=A@480H!OufP zFWhX!a`Ws|Fr$4V#L`6>R{=wjO$NUU-hfYQa^_I^&JU#RPYjX4en3qHx#kU_^+nS6 zyZgCAl8lpC#~DW4WTuLRZQUlk6E(m4)GhWyA9BkE@IG}!9*dZd$Q&Xj7KE$wDsGFb zZ0x5`!Yco1GLKV^okNjE4lYmjJ(HT+-{J6l@+?Oi>#~92NgGHWP?a|S_oc$~T*dX$ zz;@pc%Y@vflg}>s5@Yohcf}y6AausLmn%e7t7s@vdmfZ3pYsoYhIE)@@xh2`Y>6sG zT=BnRCi$n<1vH5G7zoAIswyfko*wxbHN;$9~CtafO%nIA>%2xFzUi zzK2Y4wo8eNkJhGLu&@&6P({>N=MKcXJPto|a0Yn37-8Eyj%PiLmd@GnedG?DhEC1{ z3jD^CHjnK?B3+uKhF;BEeKYdOaC!tYIn`m_Wj~&_LGJ6yFCdNRV^Gep>%94G+T)Xw z0O&=#KaTwTr4n!}=WcK0<4Zln)|_ohZnS$1QO)L|wklHvwzYai?atb^I?l59+0lY{ z{{D5swse8Uz5?Ti>=Y+j%}EXfXL2K5bqwJKd-ACQxT2F}2pmDnB`J3Zu`7pw!oae~ zur29R^d^N;ZyI!GPb61lxLyN(hp_zLc*Ds{zlWJKhwFi$s9O)Lh?&T16LO2zFmmGI zS-qQ|l>H3Ex@U1QX?-$)+V#3Pfo~mOlx6XJW%qu;RGrHG*=yg5{{6>`+g;ym*wWIh z7+F4E(?rud6Nb_TC%u^N^-E;6XdD6Qh%X@#-0} zE{Z`L$8WL)QdiOtZ7v?OFGcdM@Qmw<4l!FZX3_qo0YYz&v@zR7foQ`H7rYz1ulNM@ zFaHV-*C!f;l;G$CraOTa;W8F2rHyP+7jwpbcF}62oy zp$W9hMEP%O>jJw4UtT2G4^^^RT1pAy4{3QU67g(Gw=QMZk&xV6`9ELk>W;niI`&+e zBv_!K7YqREe)z~Z`;9}G7O51iX@wFR7838dos-|Vg*!zfE;3vdo;@XCqbzUm+z3ac zXN6ju@e;E7(d>^!j%<$Q4-E-}!mPpKeKNx}U9wcfRe!~fJHBg9rhsu8ca@ly27K=+ zulOrbxANEHFRl`ijpX?Z3|?w8I<(s@|GTAMy8_C}`b#vkq>qcBl#C zMs$AU)*{-!L=R#V`^-e!6u-g@FS4ObB=>kJks6CkOY@zL%5<;V38onlHnKv!6vw{N zmp_ah)hXc^rrdJE*PSlxEtkY7*orb9wnK7oNPolA!#z6@8}h0-`k6p2;$*Ji%>7(_ z2jsJlzex?}6k>ocgs$uduk8LX*=rE+DHb|k>1-8vm+joCqi^zqbmv9vVe`?PMKtr~ zY4tpi&LUBjn9%-Qt>2FiG?l0t3R`E_sZSGjM>nn#jh@6Mw^1A_?a+txZH8HM$yXT~ zP!E=B*2z0cN$0{@dze9H4f?1!{i^K|AJ1!el-bS|gcASWjwDS|C_uM(N_ILXxQBW} zt#L%O2w$~IAUDmkB6Z3A>w;Kcj4#t(6Z2gev-vB$%VEu?8Cn{6v>wr@^uzHxX5KWr7~Z`=3V<^rD;ig^sk!6MKMD}H*5Vqq~=kmcFadda?{=UQO|-FeE(E- zE9ZoG&GS!la3sQ8$YE5!)e~N?s4^0p7*t@))w`>WVmEFKf*I*%8)_m~?K|J|eT}S= zL|mX1c@H0>vQLE)lRn|7Gr6=2sx*QmdOC!sz*igciM|oc_&`0${tfjJa+BeQ+h3GS z2!i9JRVUvd?Jn?yM=bZ8Zh5N=gyHj@3H%*OgW=Ja`pufKGT}Aqr%i~cG#b*}V%-5Y znH-cx^scLB6?O?kYecJG z@2T~`DQUmsw}MDEc$LJxb2T9IFy#@{F!gtXRUCUCqow0BI);IW50f;2=K^da+5bMR z{n$)(KT$-OI$8n)@zq~Ep5sEllQH|DX-6mcn6YBY9H#EVsQE#mg?NbochDb;X@Hx` zzlq7yf>xRNb}xj^jJ_GyN%_)*1W5~shm2-y^8n3gP5FW6KL=oI052GEonf)~lzx5f^(MG$dkWLSp_cjKLbi(lgi=||Qt(B4>-*0P!+1i7Aqd=g9t+s@ijSc~@D zL8AX2s1V;osJkpdxc}q#xenvBb~PqGM}&FcOC1|XKNcP>C{mWLEevVu{TFo9sC5gn zN;wNOuE?n1)frZT=Y}*N3i|Sc9C;{>3suNpVbF=-MXcK}LLj&raHjl}3K8YJCI|C{ zjDAKbg;Ei}`aGz5Gvm|6RnX0~^~>AQy4_7n7e3$Q_m8VD%;OhbLXHFPD{f>JAsm}< zCKxLNzjLJzoW>Ylbs+-BJDJu(WJH`dCfYlpgq{s#GS&QC=CwLubKmXcI?MN;1Pu){ z#O9~03!$%tHeFQT*FoYAiI<)~NmtccGSeuCL@I1`{7_Hiwmzp_GXGxsxEdzn4{&}H zkA~eu?L@u|KT(@YVBdT^8N+wp^^Pz`%qy=1-;#h93e6kyn`Z~2g`NVzpwKpY2yICXQIYCWFRg@ zFkq&Mqyjnkh@4|yeWOrlOx@%{y&r8Jz21n^!c?wg3mY{NkbD}Tc@+5k1DB%3d9J9$ zhOK~5Z8>cIctc$v;G-@3^8LMJt%hmbob%KDCjeD@+Yd~gg{6@l18QA)lL~%YiTqA% z58)PHuHFRyVyJaHFKo#{&2LKu>8*|V4@Zqsv^wscLg`XySK72tu!LdLP4;(5idUK} z$b&oXQ%)JSL&OJ6Ge#^GZ_dIyj}N}uGCSk9i3Y(jm1>M~S+PjV9chovLgUzEGon-P zpr0{$M-rxm)~@LJD(tY4X!#~|j}FHp8-G+9h(Y2c=?@?BUU;DCDesAn-1mXZRi4MT z%_XD~Z+>E=XNQy1jdqtg%ogBQ;u#F%afaR54nsh5_olp1GK=eqt4hc>!5P341y0$4 zJ%oQfyiHEJPdv`qR&y)AdC6ref-@7xiK#(K7f+tkl}KejUjRr_?zd&X#mZ)beB^d6 zkeMBp?zCtN++wC$HvpPfW{Gr`Nku<-IKX;2JY|8kQHA;dzAtZ>5)NZ{oRD(7oOT80( zt?LRlJkslQo67^@Jfn{7cE~!WtrY!xH(N2&-77L)BIcIMkqpo248Hc{dZ`|mu*#Z+ zOXU=d0wi?tczL2YMEMu9YlQ~tZ!Si?nJ{%PVQdeL2&N`g1`Ap8TLqX`6j>`fIJ8i2=83P0byJXw$vzW1o{%{K? z;yqQ|*ihf?1Rj0vMm`kvCqgK^kcBl+Z581B+D;u5zApMJ!;U^}Q zw!NPZpq6T)$alB%F3(@biF6_4F$wDY?tIyY_Bs&UP%Iljb91$U+|Yk73@!AGW$r#T zmwKs}Y~jbnM5rDDCoeg~kB!CDIjni{UfGmvP7US9h(RGu2M1&dCm{}l=7f*3aDTgm z{vgq%PbFD)uyEBXD%f2`iYcp3tXA0I<7*Rb#$cQb=RYy6Fi%Cq2{rlUg#ctFw~XVI znQ`E{AYQhh%}VFqNF}L@mG0^_CS&G~e_Dyzc2Uy&B$0JZD1i=g%JhP$as)ds1OosR z(;>mlwwhK+JTO+K=V>c+mKB&6Iv}@vp#iLUlD<>CrmF@1)EsMQY$0@Xfm(RK4w5c( zj^xeJZR>o?57EsbZXL!dG~#Y3rw3yG%|Mna5GDM)u#qt6+k-JvhsxUM1Ypj0e0pGP z_y-O&YmzpH%R0A%<3B?CV5bpA4z;aFwUI$PLhO!A436V#VFzx(SY8X|rSt2@%6a0S z)6KcT7D@K-=p(tRsscRC+O`(C<&g*p!*U5Mh4U%+SQW=+FZS=-#}EmTg+O_rZ}e#z z65ScelkGTQ#tdx0!Z&&mTf-hTaVlz>MitgR-g2}&$`)#r>?lH9`|4pr)KPP~leMae z73H<}ELQ%uznJVj29><0ieGyqn{IwZ%Ht>ki>;vbTcWahS#Mrwh!9GR9LW|#TRupi z!5cZ^`)nv}gukkZmZ{cR>~y{v=aSZ zQxw+Ke%(qlN$Z_2ntad{dj`9Mmc00SFhF3a62R~^bdyenONFCZk?xV}VijKV2ohL2 zubFWER_Z4FQlo1Y^PZ35u$^ORxamZ*JHw*n1@4B3a8%dw5y-tHix}i5vs|)o_IdzY zDnD{R>nI3M8PsFkC3`=55&Z_GeBP~q!Y!IaHM`0sS5kq+VY~W(ztb%fU67;a-;PQD z;0(rlGntSeff#+J#g%s1UNk2pShujj)vts%tcAl<$aPV_#gr=nKZb%D+xdI`!zD9^ zJcBzb7eFgULN$>E+avXthg+XG8fQoW>4j2pAv&b!Fg|$%X@LTvtS>0lpETK27AwrC zngW-yeNo_P`lYq;@@JyqUAXu)k#T5GKo)SQTjNo1D3y(MquS0ZN@i)+o3%!!8)B{E z%3Op$t^N423<)Hf;H#mFD+DUL@~|WZDu0@#A8|w|PfICYMJDyD96n7eRc1Fkbgaoa zvEoQW1@99et&M9tlcEMF74q1he;FhM<>{C457_FfjP9x{4}|)pUJ{ch6RNgGu_UEi{loKCnYWtU#ozbqCn=|n?(R5TA8(Mtc`Go{0!(FiKC-dn10HDc*EK@fl0mb z@=BQ!Q`{<7bFd4nX9dCns6E?C;a-P|BQQyy>M8{F%-nw3^f0ffJk8W{7KiD=pMH53 z#R}GVcT14|`04eMIY4dJBps5MkQjUdHQct0V8Q+|l6$dyA_;taAtOuz!p3>Tl;4Du zOMbUX+;W(UR~z_m{Pk9%oCkw4=Ux)U=Fagr;DRbAuguUys^O)iF{MB$Bl$3ESo8a9 z$N?%3p&0JqrHy<34@O}*fQZmEn8MBi)sLb+hg zDk9axd?jw<%3gfm)&_k_7yj`5BbUL|40pSrpXBOy6bdzAQ7Ua?zXSKMGWb|ef%0(G zjI4okzk*Iu#w(Y#rsm@YLE(FU=d{eD5;iPzjtD z@EK5R4ZpW8NR@nnx3gG%-2OOxf`hZX85N5~@kg|B^NkSz(MF0q@~D?=DRR`<8sjB) z%OzI3OL_vCj=rJvZ$yR$lqndYkUMnmFhXH*xr(0NmcOaLh&f6dy}zB4qGZPWynSMU;8g-P zK*6;nNeaz$1&NGW_)FyWfr+_oqo(jllM?KNHXQPg=04H-W&*UyvR0Hkd+nW`hw$#E zg^{DMHD_oaB;5<|;E0IhWuw23tYS&UK(S!RnTxAcEl;NQlh5T_j!9o3uSASml#0(& z*k493g-42j;u3db_$jyabbZ6S=HM6^s)0g|T9wS^_R$pVrB+w%3vRRX`#5@uj1H(~ z^j7aTPhS#J@-)M`U&__r^TSHkE$*`+LKr>H`1l>iQN3?9F{-;k@f7d2ItXEo**FL7}YB~)9PN9`)%FO9k2Uqy%_DOmi zP$-~#-!T4nDuKEjg3=iZhQ+m3gy4aexHCrN#)3TRV}~a^AM_y$jjwl+C0tri`>$2D z?GOEMYv0tFU@Vu2o!Q74z_|i5yi7ZRr6-UH#B^fnXTi1Ltl!vl8w*b)Jje~jZC`{@ z8NHi))Y4o``ogTvK+`w-Kt!8*+)*aCZAvpUV)?jokMYHQF>r&{R#>Lr z%86VK`^E{;Yi4M{t4M05GsET#8L~9qIMfNuwo7+}lsUT7YjHUM8<8O6?mu$@E_Nx$DANvp3JghikNzW(w}@bTkXxKpj3F6 z+}uEf2Jrl#P{EqgNAd*UMaM~4JNbWfECztuz@B(dQ@9=b`)u&sDGq#z#?qN`YUlI& z3nwj=SoBlqVqIbSNWS`kjNI65H<2j_SSndIc0Id_&mDP{iJS>pA@yCJm1PKtG(ff= z-M%G%H&AU9Z|RcBwGkm3;WyBIJ}@9e;}sa+rSGNQI}kHeR}iq7s-NijMCe*F_pqLf zo{2Pln^V4P*1h|GiAPUy6JW@>avNAC=VXzCQrEiRD4#}4K2dAOr8B@zK$Ve}(Qy;D zD*sh3^qzM`%x|cgQ=C20`_ib1 z^nKW=F~X7(?YUBz6|`%PO12V&1WcNp3cIha4Ra;A9B5&{34peA`e`55`(r;tnC0t~ z^eEKLPfoX8OD}hdvFKZkjI347EHjYqtOn+N-Fa97PdcTZdmY}4k1tY1!R=;7%#f`k zn}I4kjf#vFr12O(iiC6Vg`?vSga#PA+82&*ULr%G&gJGPt#f$Po3cyRk}OP_kuVQe zP1)Sy2RewUfG&Bf2b=Lp7bejHz>p)&7&kz#bOVz%t@a^XrtE%IXxLPW>2Lltmagrn zD)!mTh85l5tfGQQfw?Pad?27l%(wh;7Fsn9D&lG(^^$IJiMEvimY`&w9$a`pz9dMiOL59?resj0ir6fxSHH^_*KX> z9QxDTSC%KFcR6v0+z(1Y^m7u}2M}Qn!f`5p)70?#UT{R*`eKtjaRFCL`nO~ed`6{Ofooz!uoOT>c!gbHkR2?cC` z3aJx5XjY$3j-{K!Xf??z$(crJj2g-;yNlHO+*Ka@_Ao?!deG;n#CyQsqvdFakS|bq z5GU`~kbkEMLgwRC{^(NipvF`<-NECPD^goeM-TJwf$-7B6iADse9;F7^-A8;yerl> zZ{L$i>&i169qJv{j;^QR-$ZU&ENMQBADriZ6>Z1#TBH*}3^z7~zh44}9at4bF&=ua zQIJ`(YOo#LBa@fr{ChLP^%7$aZ?r{bA+TP>w{Iq^g#0Cub!x6K^MVGU*3TjrfE@oK zpM3O`__pTgk_09*s|hl8(=)@{(OzIfJ^)W=b3h{TA>*bZS@*|^YtNLc7JpKqAlVc{ z!id0f8bOh?;s>f+M})utL{=h*H`I{gfP7^QJ=)~DOxwHj8d|;+L$ycPocT~75)OG1 zsayg|b&D3&#Afb?qFi&e=)vxkwHEuFWoDzfOyWWBwE~TV9Uu};7)o0} z3A!lXB6IRlv}ePY*<4@THb`-PKGz`k&ZM`w7Sx5kt^N0ilM%Sr$xm)EFv+I+Fi@3A zutWGNRQ9&6ydJKQHsly_gfL{*V*Xy!xX|a`mrYUiunq>hJQf)zK`1QQHOIP`$F0*W zj`ea^ZQ55)p!HueQ(X%+zf3dZXLolBSgJN;pLNbK@8eAyQA9>ZiO#EO)vXSHf(-!u)yP zvFYD;_-p;*KTHr4EFX(q*4NAV_$r|{Qri?L2K;^Rx)qw9BU!h%UZNRyXVB?g)xRyP z6hgj89CG%{jM@8FXu)k!OBT;rQLUy6aF?L-m)i^s8N+1ZHIji93 zs-r=q&NabrxSrE)v7qoWmIQb>_d1fKZT46ZA*KO=-BGbO&y@_k`)g2heR42WM~>`+ zEYz^>`XTwvYIVv&H8PN%&Vn|mx3V>^0f zL)$wjxMa?KMEhsD7%lXoHB};&J0hrl@*~`QfCRmS@G7nCV2?L1y9uep&@9o-wA5x` zue7*sxJrLl7?I58V~;x^OS(6yY5Nxi;GGi>1?vbswa^YHvXQkv=JgE$`;zFm1a@ZI zsO2t6kt*VN1dnL2U0>K_wS-69D zH;!>cALD?$j`XGCgpH3)t$IytoCipx5*rCJE#6db$0TSw@R1wWZLc55gtN1bYU#@# zLgTw6Hz5oN{XG(BdPm8rE2kFX8Nz&I&R~0^-Z<+>zqv%}TMhoL+UFqkS;lPZfS5DC zTtrYKm6Lj&y8239ZrXHm>6bE|w)vB)9nPcJOGbSShnkTG^a4-ufIdG}s&n#UJSu8<2oX)9a zi~1x#&*$Kv2;9a63&%L^qH~vdCEW7rN=cH9q-*%Vz$RoTE+Jd6UP66smBAZdHPxlj z;s`$DYo(9h=T~6uaQS>7GZGOg6vM}HpagLbPGo+ojgH7e{zP7u<&81(^M_V;!JY8{!1gZErn zZ|lH%?R4%wX}uJRmz8LxXYEWc#NKFWDS=xsK6LC>syO&(1>J5}bf;YIS5ZdCDV%g2 z1ne)EYAwFjjR;$ReGzhBx&a52x~NUzw2#g6dXA}Qi9$=#W-Wt=7@-EGtpyt+-dJ#) zU=+1Qw6+uYeNQQg&2kQNKc4xY2p|M5c*ph8i|LN~g%&hn{dB;!D8vmZ*a%zNboCav z6G&lc$lD*;2!$fI=1M(HVBYQ1Tv?Z9YkMGTj*T*FW;sz0scpwU_cLTG&!Hj}xOU&% zM*+~~+-1o-svW!6A%4~}2NHa<;SAa0IiS+R$>Ktm7bUpGRJ`^biP;w^IIQ-+72n&Z zhDZ`hJF3sfK1*swztOVT&(jHy~1>S3pyy;|BE#$F3&u!5g)oMRI|%r zj~KAr-_{)HXIaQ_#!>hqyA}Y2!0uU~(^d5iFiBTt-h{$!dYZ6)Uk6ye`fO>Sd6fLw)maYxsH6DwY;&hTF4K+ z3_iLwN05dz*>s}?QV77GnYpZ~hD2S*^o=XT4HpvRlMsO>fhko=UVw?owJ==IS|B^F zpHKcNSdGLli2E`sV7k958s_WAf#;tUMT)p;Spz+DrHJbBUwm?#`W3P0imr$l)%(>C zB9NZ+G6{l$xHqF!Y;b-a>Pe0_?Mv4Z-h^GU%@!ad(RYM?{%j0dctwtQ6$g;Fh#B|R z^c3n>Id+rMcCFA{@|0zgPnE&Q6(LjzanemK9&kSV!py|$kETyY#Gz4OTrua0H71*oi z&6;2MbO;NKpQ=iDdKU%$-2I!qlx2EA_8XX_Ac9CoSHXuSK{i@*}r3KMrvDKiNy1z!^+&aJ9=f? zIGkgN&Ht99c{8w0tKUwkayqo+^kiGieIIB?_uOlC2!8~789!u*ZEh6-vJI9?mv!A$5HJw{g5pNF<%!o;ooB zP-Ze)4RRaR#h2VreRxPk@E|U_`Agn=%vJAMgaeIV9zhYU9TL3@5!V%Q{HFq4(t`2h zs0O+Vc)BUl*FCN&5FJs9am3SHZNPEas8HydvD{&Smko?+ki%e9ZKb+nIZ5@RPX)Kz z4`8Sl6Xs?LDj+;8H&+Rd7sn9644R#zF5-|={DCxx6K+DUhkui-S0J=|9tWqzKIzpc*mt|y z^u^h3%VChngx664PcRn?32dGvOHcDNi%1l^(^S}0G!u8H+$8)}L6&g_#UVQ%0>?$> z+KIcG<;;%qbpEcBg)=vAiR)uqM7rlFYcHujP8?KmzD+9)<5x}>YWiITEa+3ab~qim zMu8LE6pdaKvCN)!a+8i}|JDAE=|r`Zvs4MxYI}ee-LF1Ux5s$Xd+@uUKYNt%^kyBH z5*R^?LxHH&=c6JrEWHR+_%skpu+@I}`z0O+R2xOrAiy!Lm?R5t?rrJD@qj&Xm6r)D zCw5ixCjhl{cl- z4{jaKCvhTh@14*1A8)2S<5@ARCiXD3A%|%s^Cei{12Vny7)7xxX#;&XET=SWNt?22 zLDWK()w?m@ZX&VFpDF0^vk;5bJt#&fUf&!1u~5lcChJpE(ikB;)dQN(eb~-qQa5(`S0R9zS$ouw*cmRXJ}R`)77ju18`h?kT8~ zADA}v+satS>{0q_)H)*NNY2Rb^q5?@mxDhN%#hrumpT3Fu4o`9>f@T*z%c9vOd9t? z7mdpnVEm-ED1znX{aY`~P4l=_DHE&U%98yvCJ(&l=oY}6DsDC>>9Cs$8)c%yV$;hi z%sQYUoV4h62B`g5ayk_uliSx!(3sS(+D(1nHz7tKWWQiKMPAd^EiHlve{fmN){5lkD3Lp0ZdffT-XT_J>aMr>8f0YBBLW#l-v- z^*^e^aZP4Hjjc&zJh~WX^`+bW^GM_K1NjY-fH>%z<7Q@MuL+6pnRNW-pRHD=3iO?Z*SJ$>x2(*kl85JHkSQ@P6XwDA=Bt;Z9m+nZ+y0dE%ck zRA1t49A-^*wwWBLBrP+~py4S}*`U$MsjbhKq(QiolJ#+@rjRnG!AQameE>A=tQ&uS z#KGQ8@_^=$g79D+7`WMLRPGIcvpReEhLaH+>izR+mR~Q%tmoM9nkyM3oPJfv#;0J2EaGPQT|-1$^`7-t0Pt6U{I_*1His z2NvGiiL9N8Ee_Z~n^w*DrC7CaN%pFZs4m;-v`R;8e z)KIqF(=?kr&s*m;Kx=Tla(1}b@sF=3>I9L)aXWA|$dBiW;`xPnqqeBCF)K+ zyYc$6fyI~+6AGUFnzoiu#3D?M&KP5RaI5P#DX9xT+ASX*@%Lw~Z zFShdPsVOA{Uat3);R+^QHy^2C0_G^#ZAM)t1PPruhVFuNyL=*~BO*&kGicmEgv*W2Yg`2?lRv03DvNSrtCkwAIWKp|S|f4rtCy zYms!^Flp~zZk!im$Y#_(_I=C*h+ycP;x*Iv5RZRZuyyt3^S|uy5vUH76w4kyVcb|FO0#*KSn65ENm*8gog zgt2rChsh6A`y`)#rN$3$CC+CSz{k(a?b=CV1HG96j7(z)ukZxhj3LJ|B zFkDz=6Sk8ku(?N+{|vh)XwsY=8dgjgiWCd{mil{mME9(Dd|6!1l&Psk1vioS5yaP! zQ#Y-QkyVqv`Vg0s&y5aE-@!>?g~o1v)L4SANj-P1=O zf!EOg)x7zn3bJpY1L+1{W$~qGJ}z+hj{A6nGBD`$+NStaAf1x(g4eb8vrXK#c! zg_W2sl*z2qfhYv!$C6(&=6KmFjK`T?sG5cVQ0w=rD z_|O|QWu;q&K7jBmsRLGAdRt~@7u3Ri+dzeT`Ey1$yKjsZ5pu0t7aPQnk_Mg{>0oIu zy(79PbosU*b+$?P5?pM{KR682T&+mrH2qr3h;dxdu6C50;h9n3xKn^}(IsvGZNYn~ zz8kGh!OPhfpVnb}&>ss7P0E1H7=fq?g4FkcWj>NRA8oE&7CN!n5&Vftl{h4jLT}Iav zv?5=5IO8G>ZrW0dZGtVE0j!ycAK1`{d;xxJfcU(n;U75jR(c`Qs^Y#I;m556quf5k z)pwDpZ}zOaehbt+=KETq>{TPIN+o+BYgY~mR@ zon0V6radFa9Z`FKc3giowQ{R)_J5L)uFLH>6V&lq?&1-0JO}AcW8xC zhK6r}Iy9bs-(KUfn&iO%GBoWIA^t#SI;aG_4yP_XFya`;&DSqnnssm*Y|1WBc3G~F zDnH)uXlkKQQyB+(t7Ei#SbfQST1*fV-$8TXkwmT&wm4Ed?nbMTPo9tKY_~4+ZD{_+ z*hjh7vhS$W2XbwZT5fOvwI6nYBzbkEll@9d&3Y+}no$mSL||4IpTyP#hULewsh zJ^Fh&<+=CRef4M9p!LYO4xHB42}y)ABn6V>Z_jb*FMY_W+4?G$1Ldf=v-{Q)ztw2J zUg|@pzE*{NDb86bteDKppy7(;8cT5E;<3?vT0)GCFomtgaXh4~qQfdROp?VBXXxON zHljavpAK$pk!kQ9H~dYXlLt5|HY=r#6hGCozCW{E*cmRE2*m*s7B3hYr_JQ}@-?kM z96pS1-WLp4CPOXSBt#@dsh4i|j}jmSQ@DIregX?JD(xqN&t*ggWEY8Azz8w@`mumd z`QuF)x;epthHuN0_d_fzG@!-8g72h!Hd1TFUg@_UpJnZ@gTVZhIsM8I9KV1s!R*83v7&1{-^xq}1!Tj%x1@%!!tR5UZn9SYsGb%(xEXu0XHD za=0c<3gi{u@3g;VFzWc2#9bR1QMy^K+v_E{)dqE~kLK}g;@J1H{uaS^4)_Rr9y2?b zm(1+^{sqI~0h4)=ok6_%(<)p6Vi~h?ZeY%m2QCCTD$Oj-T zPG8x0*gL;bp`qId`6WZKTSB(*`BB-v`b88M{l6A5b0FAvzc)j5i8>{Tmi;;2(^~m2 zHbdLeO8Kl-Kmr_;JMj~<+@d3}Mhnf_98}4~b}>I7=~AkH%z0$QgtCVz7zBc+08IvF zsTp69hRV@oFF2)b$BDB(R&`6q8fvfAcmZS!c%9fJUPB4p{zAOPWdcgx(KRFsRNowi^#z*w=|NcYwW9w4^h<`V_MczK@_*#3=?w#f+xksp| zwg49AB&5%7B-^png62wb8-u~}X7>?@H!3}_J^PI2l44sD-hLra&*&bb!!X7WX?Ohs zDR05RHElJ$!g4ko@9FMA*XeK1EW-S{a zzD*;@W1?8O*J>& z$A`76aVT3Y7L2h!S8JEpA-O@=0-ok9;tMOyL>BMB|5fJu9Q1z{zKaY;DqFq=cm2m{ zNk#$U9SMOL376X-mYUs5zLHfqt7w|2O&w@H}6|12gRP9#GY|@Yts92wt zYkY9F#@@3=NU6`rzSEtL&-}MvPouFtWL_A>GvFTPh={Y{Jl72?VJ90IX=aK6^lE@zm8-?3GvNX*7Wvrak{B&qGI>(G_q@cP04M^O#U69z zz7goI%VwD)5a-e~q|rSnu-pzFGa9DKKfXad=ejb^0}aIQXIb+Rg}(l{lLxJ9!PTyh zjjK&sr!btE@4kztxv3cvRUukYwv&ll%U2j`f(z-83KP%<9JmNqD!M4}_(TH0fCX4**C&x4#1WCtj|ncf&kh0+eg`&I>Shab>6{?YE8O<5TnK z7tri)<}?oK5a$f%1K3~ZvldQ5+3l3<-q8EGj?=e2_&3zQLr|dGCc)fq%uOdd(Zg%EPi{jkEke`^!Ejg_@`Wk#YRGAIV=>C9vg?^x`$+h#y3EUWqz zJcoi`EWnQYHlu3BYtHW3J?(^@F^OzEo&_|8&vM{O8r6GTuuM9(5|V+Z#D>yFRPfXe zk&Zj2K^;`8T)Ho(PHQb~8%9IOS@<_N;&3cK*Gf03?!Q|ZBSGoY8O4s8~~ z^$6e&36ldErf}{7#4tcFv|nQ3zyc$F`+wpt67M|sz4)=l1Wm$Z;nDL`p})FR*0=c| z;z?bYj-;bo8=LL~--1|J80b&m9DiEbQF;|2Hxc&>Y6g!5>B;I!uf9se$4uENCKVfd zyqAt>+P`9ruFYkbZ-!Vg_@AnnCq$ki{FNzS;TrbVjU1rt7#BXbO)%a{m)s$UAv374 z!Y(jMJ}>)XOg4zZ~f9)kRWoRm>k>w;y&OZe-C?GdOa&-4U?7bANIClJ;k16T$WW9|!72 zBb^2q*f@*vZqtLGvDI&I4TAC3QMwdBKAK*z@l zK=^`)18AB3aUCbLmsj$9i@|=Nj&8Vmji-D_ynK?()bb1$*)oR+nz)Ks)WZJuF6j68 zjE*Mtr^$$^>eQ#8V|v)35R1ispPT+dKMU zX|4Wr2wpz(|HS($vaG>M-EA0tEWeKPOw=mXuC+R68NzD1Ce;lXXIx?Le-Al*|9T_k zTR30+@=FjA;vnxQ8od>|g(d=Z=J>O5Ya0u5ap1eU_T*v=SS_;SKvU1|=M7S*hpBY9 z=qKoQT1M#5&>0ms?9BSR^CRsM`UJ3d zz#oESN70tqbDs64<60jt@ubp?%8?NHK?0(r6 z<}qB1-eIo5wO;p>c=E`7NwJ1Lr5xjyMQ?KY{n3|O{?5sade-PEZ205L+-^~!@h9v% z-f(qsK>0d^;tJ3lZHG-B0EQiPu!4<<0$}t80&(CKA($!xry5_f1Dupm)m8aBT^9xO zkrFuGy-s!(-O?!*m!@d-rL$RG1Beva9{**ud5=i5guj$Wukg&tuZ!hw6fOX&H8os5 zK_Z5sGk(#-WIPzwoJ>8X#tQ!#`B&p252*3Xa!x$rEg?#v;C#{5;Ai&JxvxAAh50r) z{wOELIEU)m1Qpfh^IS%e(@>LEcmd+p&(`j(Gh23}z5Q^kc&aAOSs=vcEDw&#l^Qe9 zwWEf6SHN#u5)3v_E{QEQLTFvuZ3iJ3#{kx23KRS|v5Ke~M zl#idNIvelisNI@QeK~>ou{Ehx5#n#BcxGVL#IZKc9JsN?(ulWmk36fdh-dr79+;dM z2mz@yvHh1GI1ST(fR9Mm9hC9lc1P%Tql`k$KiOJ^zTDypZ{(1&SM>m|tr1fX{7ZZ9 z<;YlNyY|TRVTI~Acz8FL+tq$m4~>Pl!c00%_UnW8`lJ(jQx6f_AcRfhqX1gTnmAQ! z`i^~mcu1*FkIAIu?KG={Ia8eD=1t?-P~a8|E!~o5FE>YRypTSlHvmDzH2@h^~qN*@l0q#lP(B3MJbiq$EZ@o9~y5B5L{&FME|4>Et8* zsQr)gB;ZI8Ux}~Xo1K26r?`UNoi2(cqd-@>{YU?PEt(9cJ6-UiThuQ|gTs#lhaGgh z59V+6BJ%koKEPdlv4X7$0ReHUQKZv+LR~>dTFAm3@#Gir+Y{Dfv7z8ZQoFc)pY{1C z7-sekT@Kh(UTAw}$?w6fO57ugIC-4F>HxjAC?-ninEx7CxR{qvInQUM28J&5tOe&p46Vt2-QL-R|Q8(W!x*n?VB!5ptK<8?&6|3sd4w1N~7vEYDi_vC})x zpk#!ubgLLr!1EC;or-h`r(B?y(e1j5rwz`a2xjl-^QAkYjKiSfubeAL^}%pS=6Y`W z2rC)BjC))O4W?Z!s?&-r$=D4Bv)bg(e4f0k+NpQfO0@rg3D@Hqs&r&-%YFlAx#L}) z0KPvcJEgAqT6F4mptyANZypu7-gK_%29Z?cx-T$h`=jAHNvI>etdSt5!soIowUnif zDm9v9blynT0ATClOJgvl)nwQGu;1!oH&vmpS@Sxc{WTuB zz3N7aKJW7e?Cvj)?8%e*emJ&H-bnkSoCG)KM?Pfxz}f=!H+KkNppiv~nWB^!Xh#@g z9__*j#F~;;!eJK14=&4D8ZR7N4{9|xZCQSnKpHh21K z|I7f`aHV^L-d;AhDtdobTjRS?&82 z-*CCJGr)WFrprHK$o?33-Y~zj=Z%5jmc)uYIM1O|I~Inacdo7zR6m_5z39*Mc+prRmcARH!H@EEl?N?=3Be;QAZAG%p8KK}_e7T)+7| zcrrRM!&K|P224nhfp)HTL%b7A3n!!BD|Cw<3sDz$AzfF5nfv%k6%l7K+C6tqaly5Nv3htB^w~xym;EaK-&cn(L~d} zKiQU22zG)z*C4;kQ<1!WoxB>@Deh^MM z7vl%b_qoQ}!VG{|P|JziuG)WJH^tJh;aB94=I$L<2^g=&bQ399v=-iOn$wYlSGA0C(Ax#OFaEr-uWg_INQdf5ml(^^^N`9R}0w{>if!>zohw zycweRnM(gLNgz6K!O6M$VMWpVOBr;iOPe=J)bYIU7TRoR)>U}WytKU(dgv840@`a!pE zIyF>?m}jUpA$&Em9mcIFfG}ci<{#b4(b6BSezP2H`5zgcBpsFwotk;m`wZVgq0yU@ z>&}obD=|X`I6hn=VBBBGFHu1xVfd}>^xhZ@BR!tgm(TRW8&aMcnwAf2ko~6rNu^ff zMvzJ2@FC!f+ZVUXrveUH@qr}J^8gYJp_dN^+lnAM{2h79q0G0cT1k#nx!$*UeDct7 z<+w)WAXYou2Xoyp*K4rfd<_&qa-nobL83}6WOo%}d#uFgj8(W%9#-sD&MY@T`lv3A z22$(b{ytLA0S4Ys&D^JmqXs!DdViBRM|p?aVL}8 zSxp;4bvDK3YhU~*VnNz^onlf$i~DddqSCOJF%-643+j(D{0it6TlOpLT{VK1Qie0) zixu?-v&`d}&jGvNgo3&0WH;K}$KbGDc_^u`jEPiH9D2j(aEA``M4t>y#=UQ<(F>od z*yTwGLi{w|zln);+~QfO_14^rZKg~8a9t!w{q_;ia9y8V72qYuN*~^zL%*)7`MFHF z3)YO<$c^7Rf)>JjEpIwi7`_ewCXn7+-YX-@9}xnIpk!QGu3H7Q+_l;_EuLl8{1o2m z4L(_9KHy)Xrkz=)%arLQKq|s8=qy`~9YV)zt7{O+w&3~|;MZf=5i+cnah@oX(r*nL z&;~;kigp^uEDK!ja=&i34)ow*6a#dOpVv2ruvAHjA))#0V5ABm7%;W=!y2RN*sf%- z&E2U)a}hJoM*j7gFoX}l9R-&+&0Q)DnHn}7eHXTh;m^+>O0^nSf`qLtB@gd%LBLEN zG7R})?22~ZZKhuN*VR`YbN3GZlgS$?*n9*KSc$=dpU3dTJkS*n{JEE;PLWC$`2TO* zBuH)1bkt7EqDiF4uWusQy1wFd;1lE`AHCDPo28qAL!L@GsLJ!GpsBcs{N0PA6ha=+ z-DlIlAL7SYg_u?)pa|O zn^Ep3?zdJHnUl#5)4WBE94J9#YLn;OWsOB*Qevqc_(W3yinM(}(f?Yd?b4NkidQA8 zty*8^HI0UqqPI7osXBBYeh60`{Fyv=ZjFy6ol;~TdnU!~jKEJ{nD?S8>o{ ziX0%Dw|9}(1d}0n_Xs2?9HYyez^R57MveZO+b{Uc8s9qNd*~w+APjKmnj}Mbu4U{ZDWUSn<8ge>p9(hLWm_ z0L$|--=8{hz#WfG0aR<$d_?|`SKH*2@ID=DO}G(VYN?}DhzJK~p1fUp4#c|Ssu`T@ zw{X6I&Pa|Gzfh=eW`nn`1qnlg7kgu~EHp(V~?`awwmwvNy>SV1Hb$>kLQBZx6XTAIOU zoEFn)acR4Yxagqg#?qgTJT2@iJh+bzTo`e$S)yI z?|f%ADMUkE4kbc$4Gx9U0};XHc9fd9KWmq^Ht;1H`!HNCc&=Ex;pwmS`KDB_MIFsK$ISVX2SBuBY!;;*DeA=4x{_mhv{vZVoPdUXs4o z^FbTGzC0tnN{=5QP?nj}h?lz2MQ_4L#eDkU`e~=i5h#UC>jV-6Z1zZF&wSb^-DHT2 zR;s1ZF9n}aN~w2>S~)(7fwj#G+sqQB{>#=^Dpy_Ld)U+ONy-=Ec3aJKn!(%yqDz#& zVy)&=2G38-V@)gencjDA|L9YGmNi%TT>ZwI@7`J(O}o4Q0pv@!w1sC93@0q(R>|8= zf3)B}j<ZTK6^VIB8EY9-3+l_ z-&j92VE|jE2+xeu)suXKiUBZ#%#6f01&*&z->{INWuy{0r6S!Sv}^CF(nfjyp8s~#;UYkX`> zFZ*3@v5evAw6R`^m%{=0N*a`1Lf@1yzw(qiRU>%`6Ee|r*qX?e=F7H$`prH2 zRv#N=ZZ1f{Li|ikgVU|XIk)K+F?IX5L>3M=su3Bi5Os7w)hf-XOboD4=qzhLIC?U9G5>m`Sc!b6yeI8p>Wec4WAE~ zd1bz@=)hJ-Ka-bucJp8g zl(2<6x>M?&YFw-S!~iCr+_2|T6P(S)$|Ii_EobcE`bFF=3)4Elol$Ci;ZzkWT1Vy6X9LF=hdLCe_K1d*&U3*j1(==`CU#@&|UHCX#3 zwazwc?eOM46at`X<#Cg90#y+B8WxM<*^%B6X$+8ri|QH$?v<3_)T-X+HH1OY1l>Dw#i`+;&pSgC+cKd1ra>|ot9$RjvTnfp zoVX2~YM&oQvrxRPJey1TX}ep~<4V-V|Fn?o0}KgAf*B&`$C?E(7@_=9Tw$Y`pZDbD zxKH%ZY5za_WtlJ@I?WY@!tNbDaXE}O-WR6G?Oc#1Afv3#DnINcnHB4xV+B(@PeOrO z)yX2FE{ByudVmtQX)w5&L#C?iSeLH~Tz+ts7%7SCjO{OKHD;8D0{@aDOpunGx zrol{R(JCf|G>M9@GWZOFJ5Zx@sR;uSFdJr??%~P)*nyycZuTLJ@Ylz_(O`VS{uS)b zjiRPQ82-U1>lN261yrgqdh-8r;;8+>NZO2zxJoOR0(JW)4`ELjqSgtLqj$R_mh+qf zArE0PN_NMEDD$C4geAlPU;0Ja41XgaD4_;j9Z zG*c$vggco%YWl7DXP8psnoq%G=t5R@*w zc5ObHzq@bu$mxXw@8>%50q__GgoYYCG<1&TH$N9)o4vZ`>ER=S(sqTVRNDCTKyyLn ze)AUW)diks{{UtAL}X}W-w3GR{?b0_agyTFvlfV`_dB&nz{v6T8UfdPstU@-o?QY! zgTG8UMV#$=P9V+3zTdMSS^3 znnEQ`l|OTLPG*Mg9+fHlK-t%D(prG#Knq>fJaDq(AnS0QRWTWj@z>9`h2=(GxMUJa zLf86c+w`jXIr$>Ypeb}v6eelYS8Ucm+hMtZ!Yl$ImVfe#cdGgg=lN?0(WGQc?(tb$ zq>HDLQ!|oeIKQMU)SGT%9VK^kPfWy}W`N3P5W1Z{xKY7umFYe-vR^54@OPA;Sv?*E zUL2Eo$j6e<(bP2-s8R06{+!KJ4hd#)nU=`%J*FdiR>@3>pWOHUGp`ntr_YdN^d*un zv2oSK{KaSerc?xtP)Xhz1qQ7z!JKBCnXqW^QeXqnV}vSUouhgc%IHN80lwqUs6Z%p zDoo)P;s2y#4^Ol_5e5YQZuQE^H0Bzqu!E8pl*|bjJh3A;^h5G9LN|0gFV~lZje{50 z0V~x=DsYjN2Sa8qV_!UuHXyY_9}pI=NUEBX`-5NxE=#NBf9k~Q&JU-XlbA$8=Xmt>AU#Q)p8c}k zz)1c#HKc4oAz{r+M>tDF78;;F2`^4eM)3!b||$k{Qy{j_W%$v)A&^LBxS;~hR>S)yP1J|^U}(S5jcSZN$v4f z0uzK>^NO&3qOr$#^lwE@!O}U{786j`lqp|yO4i_Uhf(vv$sF|Y9m7S0EGchYT|0co zAjz>Pzkc&hXqbai>189w_hC1!Z^!1G!2~}}8K2k`d7qc_nMNTPl(&-VWg2jXi&4B_&eiPI;!NKsESV8UlEjNZYw zucUsD>J`(6K*Z$Ak3{RRFmOw*yAG-spPU;dV>AJ)))M@(HrFxr*zrR5U+4M+c_TR9 z3Y2~dwchG*C@WpDjVz4oe1MGlV?Jw$m@aGIuiWNNetz%qME~@qp)3Rnkpi~XgOf1A zTMk{Ja3P|fHSdLMt%Q*i`T*%>nmfIcsr46*pJi%qV91BkO;$U^eTHB(8l7+t)pFN` zFdy5*D}8>t<-*Zd7{_w|n9b7%EXd|*w-AAm1Hp`K)y63#ryqgbmehxwn)#5pKfzAC&Que3f}au- zqKn=$zzHV4ZO-hlPPSkCKYSRP@xL*TLi8KOczE+T*u)HAD*K z!PuFVLuM=!6d3P08nWOxgct(NG&tYzr(VZ>M+GmEiuJO2v7O$pC^jkpTpAEml|Ef`gql=0s!B)X-K z2vYt>nV0wU&~*CO;lF$YCNyaJJ}Kc|el%0)IVa*(#yPhG&DyrKc-elt+<2iF_{3Ce z@nQ<9m+ydPcFjMFz&#D-K7KcPj(m8inzD)Z{{Yx;V3kIAQ=H4CE?P2k5gFTao`^`% zVCe*idF4G=bop`FfxmQIN^iy`Y_58uWQ#H#+JHKmv5tAu+TZy@%~AU$si`>;0+1Qv zX^&>CpE}Za4kG!dRniUK8-{QquQ-yX$m%zGa1TXHP1|4~B;<9Yv#@uFwF5J~8xe_? zKb_zDHX%KyR|5`G8y!jlQ#;J59}rxRmE2O;^#X1b2oDqbIEvl_&B^MgYM2a*BW zoXt!h(E!rC?4lu5OPV@|37K_Y-^BY4Kh-Y=Izec>=g`XH+B|i8z*(J3aN*kes^~Z$ z$;t_i_28(fPNPF$;<@P(W&POl_(}q+2!qTf_XX&0xLhacWU*+hd!&he~YX~s2#Idxnj8W35R|A{66@F zAO3B}`@_Efk8l!M6z9IbDq$OiaMvj+u=!-d*O*z%M!h$h^mjv?G}qjKx#s=PLEnN&>Fp<)s`Ag>;0A>(W<8o11_C&gB-sL5c|^Y8{}<8lVca{uBdy!O1}GOH`B4bk ztzl4}n(LA>XM6VSq5d#MPjr7jHWUlkDBgX`k^;|&P}N@cFV!0IiQ!Pda|48^x3%*H zSqgz6>7>u|?mgi-FSr+}5`HqxktqhLR=h0zKfqMdoC{Vajw)+a9A~6x%{RHo6$g)| zSRoW76+A2)Mlc=EcGnh_C~PHah>$^v5x5A*J*`F|L2wCAjOQA)><^IxRt1u)I?wd~ zs~MCx>lNbb%pDX2QBP7bbo{60X=;efb2ZW~JWMgWvmaab94Y47tb}`Z1^<^Pz^#ur zsSD*1)5JVxq-8y>HUMMN;}DualkFlJ1E`Dl5I_Wo{x zXWAjh$FyJ0?67A4#y+a_E;L3g_$tTns?nrK7-}U_s~u2BWlq)QkU407MZs-%@6gSv zEcs!b5q@jTi{&HS+^;r)1y9Y9s{+F4|&He6n{4IN>`3K|$2`yv?kLM$ty&lJFj8mJ@mlrYzC|C|Bt zLA6cU%afa1By@@xTV`_DVtq=9Yj-cyOCgSoqjc&b%(~9|PNKyUYiy^#NT}+|(%Y93 zogdy2P9~;GEab75?Z*c5a+6&krU59KFy~j4YYB8cubRPPp7^2WcPdpDykUX9MmC2| z@VnMEWid*&Cn|9?SvB?wrw7zT&Sx19U>&zPrI!=s_?sFfAkMEe|EJrpV2Jf>;*pQ& z!U<>$#F1m=JYdp50$~9kf|4+wO7SkENgW4F^2EEL(OCo5urV{q-pMFppxnYC+1^@< zK+%jjw7>N^DKG~3Y!|< zRC>b&k}|TQb#yPwsiCeq`S2QC=|xM#ox^31rj1HRkq9{bw?O~o zk>PwEj)-LBk`kkf;-RYTKM|?3Ij~btl@g~@O*6vEbccAI2(UA2mdD)KBl@Hk?$p+9_~6TS(a7MVZlhzll(UObpE>Blwo z+**%p`;e;IRvm6f&L1g6teI0kFO4mBEuI_{18b#dcDl&HZu}{eze?tCb9Sr@iHzId z&$ui}Yh+w~R{DIDz-v#*6vVX8PzB{NPkm$1+V zePUkLQ+?Evf!8#_3R-WNfJ~v}1#fPiDYoW|SU&pgrrdKZ_7)MSc#Hfx9*>yG*(Tz- zg$BNmbMDtxpsfa<$y0tkAxwD#+dxQO_%!93k5D?Ab5b?#>0?ozfP;~1`R&2%KpgD? z@7@8f(ek}#t*Lpyc*j;0+(F{s{W|$BR#Q@Hei8(4JW&&l&NksPYA7~j;+KPv!{NT*=2Jc2RVnzH z>OC+sKGf7igFlPik=7!~KEH4bu;q=gx`{Pf37B7ablH})`}rK31hKHpEG1+Vm@pLGI`5upVn6#J;F+z}-uL z`089$F3{fQTf4ziB^wt@^Jf#?cC7%v&7lprwrjS&il~J9vbp6dvadxWfE>50wZUw( z;rPhswQgMkZ!7e)L7wvGBUL1ho8C`AEQ_I$g~&!`lP-QeML7BSRM0*0=kfp)P@Gj+ zl~ubDD5U0`9g8Dm*Kqr0U;46FqN{B>N|!sIaT~%ZR>=Sd3EE+Z$8zds=Y72$FXFdGHhx?EEyg9_MUd8=wcwtFYgUy_p-h5e@vVz zaYWq}jBL}3CH?#7n`3ZRHv>&`UrCo}FhQIk|Ib^nu2+P)0Fs?3<=wR$Mk9d4#Tu=r zN*~#*F#Re%J!{R7xABY%CorS-;LBL-=6?HVOf(}t^moqwr81qBmmV;Z%;D8(6WWdw z@zMkItMm?#Mgx!sJV=dC^D56417&?~(=t&AYVj=v3hwWYK4rc}KU)(wJATUdm&P+u zLj=;*+KF^J=e*lJ<(``#WjSbpZ(A#>@oHYCs$v(}7c=tAc9D-8ITlA zB41?z&=iIHiycP#rfY>)dng$+b3!Cnv2DL`L6n1;#B>@XSNM%Zoeu&1IY<$i;(C=1 z+1i6U@PUaQYJ2TKZCc`BmxeG4Rd%6Mnxt!&td==ROukum;c<>0O_R!EUMg)9gNJ4r zetSp{)PUDm7Y&$L5zH5ZNHf#Bahx}!-45xCmELypyNwL(m#_sGdn->w*s6IYGLRQC z_+U0JlNqz?>RrHK6Bgu#rp)rrt4gHOcHkR~a&|mjL9$}uzq3na2u1eFvHt_L+9x^{ zkg=UxS69^*dZuJ_*XUNZ94}iO@^rRgr!zu0lOcc#u_qJ(FHHID=BCrREgJ)#-t#tp zaD~X#RwCnnF@*e=4}iB$i@t}iO(e@zS>qQ9+StuK(JJ+|0Z&+yC)~z%{0~G)zl0QU zUX$-yS^cyh6{zwj7PM45bw)0eYrLN=G&&D&w(2n!gC=hf!?I=6k8!ZByQtib=8pI% zi780Zl|jeW*?j`1x=z0do(3letnS9}S8Bq`zl_Se7N!(e>~kPftR`A~e|0EBi?5P|>T@&PDv;-jye6L+31)Ah! zq}fn=-BUV|3VLYlT@{<5&2dPWHt@3cDj8I+AO0r@_Y8P~_NhoYb( zxe$i^7(F$c>y0dXaFjnLTW~3erpP^q!qJ zimF$6OHD`BM{g}X2#gU6#CcYe4(k6fB)YK-JJ{AP*kep4@S{LFvg2I)VPx?1{zA85 z4@UU;&;6_h=4<%kbSGyQ0xwE$;9Y4U6YyM;j&3Z}SQ|bLdMGeIi}m;u2kSC(oWgW9 zn*xaAaz}!U@=GDkX+LPLU*8M83od2CACaP)06-~ZAb!qA*!T0(1@sAf=N%a;m(sLC zBDJdiA)ED*fh8-)5tJ|BbQ5eWoP=hI9zo43o`7_~%+A-!dpvG!AR5&h=lY6&n^hwB z)oA*)+m2-H19VW3^DEYXj?!|{>A-heH)6*F3Jgw4%fI7^DqUtCUN*#EG=*CMAGOu3 zaJC=Y5(k34e;XZ8-pxx;ct^ny+qnjI!0cBv*;`A;8)4YIV-waaunJP50R7-p2~g0C z|1^Y=myNAyvd*Lg#=pW+SUbWpZZ#%88v z-GI~nTw6`1!d1ah9|&x~J0O;lZ+fUsQQT7Z>W4jZ!RaQF;`*le+pS-R2He=wgs@^F zQSYK8gMPR%9ZkAHxQxvtB%SVPqx%6`B5+Y%qZFq)#|&Md;+C|h2!l%*YTfK31=;6W z!s|oZT{`eWny>8#=UjZz^0X&@3&JtY5EJ7{+qOaj1Gt+;JR^Rk;g4m(CN0S(%da48 z+PZFPZtifsG5WX|D6axB-^mx#;4=0Cd>V(JShuHRV+oF>S3{2UC5`Z!YWZ)?khN;H1vSQ2gNL~~=+O?cbVI>$;>Cg~tF=5xYO99+IY}~9Pg*nT+#3Z5y`J6++o#qOK_r)j5|m1ek!4Xj_3lUPFtihYsj+F05K%_c=PfK;gftAkNH+F6W|h?7ElI%Uo{ zI>JQK?q$Jue2FSyNkUsn7jabyck^5Ta}eo@fj$i-Eg(WnM-OeoxgH}p8wwltUFM!V z30ADcZiMz7RQy|1z-wXRX$#r93xT^1(0Mx6Ae$H$&r1;<$3m_6-U@+HdPVNK&>phx zHt5{8N3dj^O%L_BZhr+Q(%T$CX_E#-J+aZun#|tF?9#uvT~QTu#4?-u@wFN~(Fk_E z49xq#8H!M{A**B1%ddFGMPx&0z1=Xz_C+hzny1qis9|_g;}*?C9vep-HU8V-qxg znzdzaY?h7uwxUo7^)#o;>X*F|!S<)1J?J|Bp$ToC?pkTcR}wh#1T=@~QC10;s&Dc@ z*u8#rt3@GyT=9{B;z&2nKr1=Ko5+|Nv~7*^MsT#v^=z3)B8W0XU zh(op>!~if7Zggm*cp1*EEapL1{o4$O44OK|Ip5BW`$Wg9JGspf(D$=U*wdr((YwRk zV@8HNsxCQQy%=$4$!6{EciW>8V1VE2G?=_UA$8Z%tgqSEy~#7eN};2Zj%-?I_Kca4 zMIt<7v^lcAsd+62yCosP6zqD||E$3CRSW*KP)k`A?X$lY!SKBCorq)+nYtX^12iBn z+>5TPT=R?VFyGZT{^jyL*=tXM2c;qcRm0-}#7@H!yQY~HqbhE?&GKUyL=Rll(K||A zF~(6_{{b^>&rR3%5Fr$vM+wOO@)Y!)zn_MG_?>|>$S}GYTLsInwa7|)s(U=l51ok# zARDj}{7blK8YiupEs8@;<>s&j!k;OuAXyWh9v)X#%Mfm$eO^pPbH_@nr1$|fZgNASB!^}Ny8E4ijM zH|vlmFc^?S-NN5B0!W3-Gi-44^yRR})O5HXzcyqK#tx4Nl}Q{SsmI;pHQze9GK?0w z>BaV&BDxjA&k#KqFp&cb)ms?$pF7WI4UM*-ytI%=54az|XPj^(igy=uUB@f!o!Ep+ zz;WuL*|6(p79bmAB#;rph?;_K#24?DVL7@tDP!i2ftxmnB!drcN_s2kLhOPzWVd(c zgHo0nHgMHap%7^_EQHQq{lpB0K%m`PePS|LA7Kw3*tDi$L)UgdHIcNzxS95!&;myW z>PkBKzQ*u&wE3cbiAu!B_n3r!8g+~miOt2yDDyI?N(1JN`)>`ngGqTWI*-D}2b+dE zmjLW>>NOH#=0J}8e&_+i80u+IT)BgG95U95 z1V+}?Cl8X+JFiH;P~c*0Y>C-8(eo?f8e$u^jWe6fPGI-P-m@qz3_|K4C%Ox3DOIL} zDr0&UQc=$Tz1`I;at!?mcHWuacBv>o1bBrlS%j(RCDaW%|JK6}O*Mr|p6cFaL+wnA zEV_Do0dm+4IS&OhHwr~khwKN&XP290f6-9@P2t(V2@OZH(qAKLcNwU*Mf;qnp?3)wSS zGTExOcaYfG7y-}D=pZ31I8T^!BWahndb${Z(QcCYPX)NkLPI&*YPZ(yW z=r#sm(yDiUk47?xTYWHm(V=u~mmQ%+5Aq^3;v$i6iEh~sIu5KK_tHY`Pu2Yx@f?c7 zYCyo%?Py}(e6pD(IY!I%O*OzwdxI9}neZyXL#;b}?^4F<&*(r6O;CXE{q`;zT3U16 z=PlsuHrG>*E1kan9cQ#S4R81`2UJ2z+>JuMHPw)+ z=*c1k@hud6-t);}&p#A$n6w+`R%+@DZwwSaD+fM90TmaA=crNyHq{KWsyG3lSCu6L zGmi)@F9w}CTy%ATo=f;Vco+*GPg;y9Ea}YQ_Tfc64Dy`CoSN|4lMQg;u{dzRg*cX3 zwD6z4$8tWvs~RPRO6e_eHdUWMgg2JdzqjR($#V)O|JIZ5-^ZC}mGL$Ol5>Ai2B0~q zFGJb5lig@Ee#-F@(itICGL z-Y-qLti>x`UVR3(`PI3ZX}bzSI)PDIOVvEg6Snj0U9tCw`tGRp(9Y1Y{CfPWNt19) z`H#FcL|N$jNfuchBZ5wdp+A&?u5+diyC-pzicR?*D69hpBhr?7#aF*hiB4cOodrhO zf;$sV%Ganw0?|Lt_F_UJ9wioKwQ+NNE?bGY0;>Lg1mQ}h-qPG`SLSU8imR_EYtlr| z<9{J~WdJFEe0=gsyMW-ou`Q!EdM)4|_oivOSZaC2PMH^i8%f%dKESnd2dT;R~_VI9~+FoJ78D;A;66~;y)eA;h zK6y3x1$YG(`CKIcASLZ>aIy9TxHgEe%PRkdO*g+lE-}{tl*t`Kfb%|YLy#Zum;Rbs zO@}Htp>~&nc&KWl-O$>-B__!anlZ%#Dpmt#pQ(P{oy7 zG&8^dfB7v+6Q_@4SYLyCEr(G7#{*>)|o~d z&!+!wFn*ab6|fnujRcNMc9P;P4PvhvGy!AomW)wBHV42dys-yCUC3>?7je5Zy~*pa zn?A-JjwM&{m{}EMZS+;4zrP6`czO{WiBIqr`CE+hch%{PAMq%)FZ}>mf%gEPHD`@ZFSTyF&LZvVncr1N`qQ9ThH|0S4-ACOyy zyN76U#}P~|<>?%|?r=u=ii*U#oQk2+q15!?@q{JG1r358CISCTb1_PPxQP_7;M)1I z+vc~*;sQfAz;^U#pJ3Lz6F5J=%4#IUSR(F%3rT|R8aVJYpmY0zJ{8CCkfEa@ygxny z6e^LAC+6KPi|%_uCObU^Ikjtb?iMK@J}aTeJ1_p)=#p&S)Knl*lz@67T?;RksOoa2 z=O|{9b~FF%r;xXzq%3V4+aP=NkTR&Vb&}LIrV(fDmrzLXT*IH_ zyZ))2^UU)AN=sn|ZBybdOPWlqD3@L;3)MdImj0?1ktD<|^1k$vFKFAp9EVp~=&)=k zG%iSHq>iW&8~iQHJrCCudR&8XZ@Dhr`Sy{@(zSdls_N27@%kKF* z(s}Af1x8(iCtfA*Dxz?A-4F3l@~Z4aa!eQ;y&kd5vvGa%=5=mlIP8L-EAZp0Y%mL_ncgc7dp@llqGg;8vA#2-pK{R`l9{o}=IqQUk4GjarWl0kjXamMC0HKuO4;ikz{@Xs-SuCh<5Ffh>JT#tP!d4uxq%3oMLpG*KJl*OY8x47zX8zNkF4#ZpJ(9@*1`> z$hsrip#fV4stxvia|V$feywgdeBK~!s^MM*m`ka zJ{wl(h7&_Z(h?x0dnhg44F+NIlj8BvkU>Iovu_IWhP}0Z3%HLTtwd$Ji{Yp?@z3wd zPXmJ=i@c1^x&Lbyr#y;92)qj4>CQ$Z_J*^kiOA_pD{4?_D^`?tqxI_s>}-teZd6ZG z=}0@U-v+&q2kI38Yo@hz4!#c~lgN;SKRs5W?(gIHj-vss^k*G$`0ojUoS@yP=3RGTN?HLIe5!dQb7@3=PhI0z?s8Hi0KB3kqghZa zkY5WD9W|#1Q$-8)m$1$mgp$S;1-nc0v!3zaJa{~aNfR)spQn=(+Y#wG;RG0c1PC+S zm4WkL&);C%gt;3Kl*c*F#j_t@$r5DO(){}jCE79%cETs^Dcv)aRAmwM)7Kwqs`3O= zPpq0`ujqbcS7{Dpvz`~CFQL%5r9gkoU1;Zp5OTvFlt1@i!?8>gTa89BO20P+OFtq} z@OaRSHad0-uaXB29HdspeqmO}b8^n}-LLak`0zM0NqiSgJmQirOJu&4ygV--yp{5 zBJE{HU?Igix31Hx8`BihL01(2{F65Js|u_TXnF{x6}O+Pvu=NRVW7ypx}m2v4IQRH zUgz=qNS{yyZtoSLUi_{P|5w1Td1CRtU5`2?lf?G|jst>;Fw_IQ+)4nqGZ!)Vh$dS0 z_|?o#O<8$Et`OQ#U)bdd5eb=hOaT`4HQNlg0{JqSEdJZFHbC7Drnw3&0aBefYs=P2 zQ>K+4b_&eYPxPr!$3s2iLFMje*}nn{+wQ|yKcBdG3|C)wDv#K%g6&aLaJUE|ZRI8L zL(fXv?-EoNHS;_o3BEHd<}=PP_FD%F>j&l1hD*EQZM(Gbr2pVR`9Cna(z zuh->|{%!rP3K5X&MfEZJ6!wpq`-6L7L`RzJRRSP^!OoY>tzKOGSUD_!0^m!1uo1K5 zPhnw#IWjw=iw<9V(qM=hbIurd)!>Ke0qGj^oK9{wAzpY%wuO2!F%VVNUTbpcv#7*G z989&*a#2s^slx7V&Hf5S=pw8Q1h7U!0sp8%$l?``zPkshV6V@3?5J^H;B+}0@I$1`P(IU~|^-f}2Iiz?#IcjnF(HuUM z!*6fxn1FERWRC=>ca2z|x3bltO*`GW?D?5ZBGos9b%H zL|I3qY%_jz_sdV&PV{&5D(jr8o)XWbgwn$r2=CAIN+aQ}PJEFZ>r$WgN%KCwtOw_- zM04Z67L@P;cKLDfQ4n*Q$s?|z5fK(_)#iS}5-q5Q3HyMF+dQdzTgJ7JMs zi%3JEE}Tl5;j8u$iGDaW+&6d#R*dwT5j&Hfy7rON*(p5pcgMABoasN)6Os>d^CoYG zb}{uW6pkV*CyX0KF|N5cy{6zJzxbGpovf%kWUaD;nWlsWE_!q0fvG0}t&Bs+Gfj6g z_ynnmGPBN6-Jn!%voaAsty>eN&6}-dJo|xir>j3CB}zPL@c<-bCFJMUG!|GbkxAWCVM%C$=UabSBv_;5%P|oee;q53QY{0_FgxbBhg{Cm} z!iua)Du%}9sV6*GCjyM|_x5h32IurxS8M94z0&`fRmWX@$T;O-!-dy^^xb`TM3elY z^e%nv-gRO>jJt^R_dY40gD>{H35K^zSCRqpcJ%Jlen_Qg-Xq|ye_Ooq_yQn1fwmcK zG!7Uw`uopOOF#_R;#W|}ipeuJ{sbZ8bS_<+?zyJ_88)8DvgktJwbGr`RG?cP)$%|I z1GGAOykUY55v3j`iRR=Rnqf3F`Dso~GA(-bB&-YLBIwLOvUFsA5Rx#nuVx7iTLeL5 zC+(#9mDg>OeitLgaA7hP{GY#2g%*?({%w|?;eO>)IUWv#GW96LCi`pRQZW#L^%^6v zWNXOqj*QtoSX+C4X}=`&_XbU%*xqm0Ht5%xxd$1u*Q0p_hWdTR!yqvGL}Y#muBQjd zt6X?#?tHWSY!Z%WD8chT zY+w-B{Gh~fFnJYBIDR+LPwXY|at@W%RR)0ryL8?;L^Se}W6{!cm`lDAG7tH0q#li) z$w>rXR#$}fFOBVph?yOEJ$8Lr>eU2Djq#X!YY@R#@gLNE=o2USMm0#1ph9$$i2VrG zp2SUAmleGoPY!+T=pa@qlMP6UdnYBfIm_>Unc2DLAT2zS$|*Q#fC;*~<@I&*LoUV2g<~Q! z$*$u6_wA46y%hJUnX_BOK%*SJoP4$H{Q*xIgQpXf5`jbD>EgK7e0kqWtHkW^+dIhw zzyZg46w;Y8-ZICQmuG;hSCA7(%!xlMql?q$1_b%XvYH<3gSxT%gBmW{P?j9a+a9y; zq^6`>2%M})fqn}f{)czDZ(9b^4)Z?`exFr>(mv*QF@l>=+47Rpm+h)*d^qBjjAyj* zpguzAPDrco(V;`zJcQChx#j`D^xdqmn`^&P&Z}#&%gezq=%4LItWDJkynrFjhq~bS z9L~)~RxM822kzE=b{PX?0Wkd4HDW@8gfM$XM`#LA3wxn|C+*R7#N;LISS;Rh%~^SN z$nJt-T5bRM>}tm(sg8=$CJ8+*`gX)X*YK-4jYP|O9f047Y*uq8-*8{*n6i-lp!jFc z;su3#7o!m`2V%Cv@7va#+RDmk?`fHJutu4V_@>O2AD!8zDgJ%gP?8C!}9=}u7VPrRwTP7#r&!E-53e(!c2-*)DV>6U}aVc}w*Z5;kV zWrVoJrS04{Jm0H&7m`u2OK;jP1+H4jcIx!_$xC1kPP=#o3|)5sfPwijW0~aTDy*A& z>_+y)#ok%v02rv3CVn(8a#4!+i+Q>W0&hUl{r6M9Od$i>W(5%tQ>s0oIYi$Y(`9}* z4|joH;d)~N;8+BN0qgTu5IaIlC{8Z2Q}$#w(c1rON1PevL;RBS4E`DtpCjs?c)?00 zEb5P(_eH?EC^y8LU`uAR2`WDw$1;^wS|yc>ja&?eN1{64Ccpf)g_Vn`!zO5CVa77?uI8<>c zE479G*VuI>g~fVuSzG9^aZ2q%O$W{VX7x+|tI(67|7@K&K}^6XadY8Em6|Xz9A0I} z6FWi6-~?A|(Ji!o%xal?!0Hq^QYFjo@4M!EIBk%xDrh>d*6e!TO{3qK@NIYW)99!P z%A=S4!|V_$SeI=0sI^+GGmBvl3h$V)&f z-qnYUs3j#K+~)OwSiy%P>o!B`Lvryd4gVlaWl8g8E8>Z-LJExSsvH|ujK&gAKab$O zi<8ndCt!bPV(SL&*(U^+<4ADg4UTSsJIEPIP8z{q&c3@=XoNs=U{a|oMA*BpDcTsY zn)NNt!M`6!I>%r(5EaFQ^J$NjW{)5B)r)w=X)?TMyi~&*D5Q{wqPlH8Gdp#+I8g4k*vFAia>@lB4a6 zqAw&2<*@UkVE*yT{Y4W@f}r^GBQEoLxIHBlnjc1laU9C(6*gWtirvhG)7L^zfP%e| zFm9;szT{a%XhGClohY{F0Oj%BlJryw z6GU<|<++?yzITN}kvBW~=IHIjqO^cCyG(rp8QnI}S~w{=4^%^!=v9B)jgF&13Ja{V zu6vlY#9jG5!J}v_ngqBAC5N3yE1YJquQu*aW{77V9+{`s>wwCrIQdm1tX)pv;U zlUl^DtX^!t;fDaAt0AJ!P^^WGT?$;1I|YfXAm(xm$)^#r=I5e1qtCGpkU97V{*?s$ z=*%Sh4ccE-Ii|KRdrO$G7GkIJCX6UYG)(erO!ZwXvF5$X)qLFr;bn|a1cwD9&cShQ zc_-}LAd)}iPr_R}e!!|U=;gy&mR633I-*0Bx=a08aB8Ay%ibWp(0Z~vA4cw`ToE&6 z??F8x_^5F3?UdNqlQ(+GeC*bvlGX;RbJVK#240EtEZ+7yJ+cRhLLcRCK3`Zi=8=Dh15) zMK6Jwl|gx)EvYrkk=}Bl8?G_jM_(K;;DU?^IWwS}EIndl4l?R2y=hdtQ7kei8yyM^ zmUm9C1CiK6_drGnW+srY>nA%mkG2ZLMl;^TTnWL2Bgt7z?$NAn3ySxHX_}{ZT=vZ> zoWB;_4iNK^d@Tnu)oYO}7irp9Ckdj{ihEoo9+=-eSQ2%jkr4Apg(kF^Lo~Rjzp2I} zZ(MvCCMwohnBZRfP27qR`<=)_*h*%tSy#OBcr{J?9q<_jFWZ|wq`KBXI6C{hjX?0$ zPH8*i{OMz3sKCm${v26e0$4^0TE+25#vfpN65`UTFnn6@=`rCtveOq79TKGcd@t_D z1)zb@DDDCtASHnmRgY06Y(is)##BhkmH^iapFzz6rXpCOm!x2%L(&OQFYO(Di^ge1 zt`K}u`8|E%Dhne!?u}ZJfMy5*MCyYj$X&-q+LJDgExz{pCi(Z9plA+ICp7^2oS`Jw zY&&$VOdg4D6bjuN6*UwO82%FHDzbT?#8^iEr#yl8+N@-_Y*Vls?K=jfN%}MN@fZ<@ zXXkv&wzj7dQPXHlvx%l>oX|zLxQ`YjY1|nKsCrHdJ)vm1~VewD_17i2(%>x(! z{zo&Se^RyZ8D!41{)YZL^?a2L!D6Z%S|ax^rPWUM)v~p2Ajt9yNitrt4#UC&b;9Cb zO5sz$z27)=KrZN6+{~+wQ6UfgjVF_<10i=J$@*lZSrJbQNWwdM&X^Q{9DFX=!4>3Wo;WgEAFx)_Nvl143-2GVv6 zB|`O`bp^rRMRF3Sso4`;ID14vZ$WA7{B?TD)~|D;VW(vcAX;i{S=b|6oG zS6&&b89^RbCwhZ7Jb3a&$A52ZM`JS>0#GH}+yifUj&V(IMOdzx!iRgPWxw9(ce8r> zZmbeaMx^44Gi*^BtVV|q@xoG}QICP%N8M0JsH{Lgsqly7AiMCzK54t!UH`T52;D^i z|K*>Yna@5A7M5y5O^ zYOJ(+30}7d#s6H$tO6+@z^^5o5NThic1W^uqNgW&7X-i`kHQq@z^Tb4u-FDn53*-T z2e}OOqJ;GFPx~F@v7(&?)IYB{cq->q*w--J%BFX*{E1VbYtUo6s;dsr zw8b@u^o#(Myubrq8>}x+Wi9P0$*SLWAGdNgb>Yks^lBxVGZsPJ66w5WiO4L)Ko@EO zTMiqhFrS2L6>&u7vsD;%ux&+T%LV+(e!=jnW;G}?X$gksIn2ZH#>?{}V>1ss*PHej z>6;Nu2cl%UnlNn?O*W;VUfkT*0X0MWlnLcmiK8yx>dnX7D_dtnv5DH3IYC9oE# z>3L6VTnW#u34Q$XyVRMW-<$mz`$?N7;T}X;GABd&Po5LlOMk0m3o--VEi|3+Q+4v0-C0b z6XWHz0LGxzrKi5@8#BQXR))iqs!#V}PVYG7`f+9$82XFs?9v*#;CNLArej(!HkL_z zIk2m$V{FNa0M0Zj!5zeYcbM}Tk|_8|CD#*vs{9-ZH*(PMpFN>R(fWpEKIzFWBd65z zCSqMw4XED&7V{+6N0IF)#=i&@i4kT7@$BD6u$XIrSv_9AKE=$R5l2Jz8Mho}yD9}E zuk%XCx<<*6rM6g2S#pGQaIf&?&apom@^cJpjmkFG3V=$E+ecV)(;QT$WvAibwT9B7 zaVtC$Gj#YjUGW)p0=EBLmpvxGOgeI(5(Oanet*#*gITiSL=1ILg|ptj#+iEvTNF%A z-3lQWZ{Qq*tPIx!J-o3BnoR=EN+W&%H>c^e6MZdlT(d+khTU|Z7_-hz;~pWnsF^H5 zkhyfIpMQedtdE~RLG^UNq|k!!oUNlB{A+Z$j%Idu4a3P-q?!TIt2XsER5t)zPY1CP5zo{t%Z({*}CgnQHk#7;R zw4+KZPC<~-rzVo(#$*d#cNe+(4<+$b?9uBlpOrW}f~T(^AD?LpydF~^O2&RoROlar zPRZ)+&tOzLMdYddhk|obPm*S}ZI6{~%MiKOBkPAF1A?-`%slghe^(K?Vq=O?8q!fj z>mW>`70t17CJnUkGe`#nl`QEdZrpthGr~e-55dI`&aAbb&2(-jN$xv$cu&<%h5Q{J zXOT@7Vr<=Q&@nU~luYHQBnmI4)a~u1W-JCrI55U1J!n?fPE~x?CnIJYR78ul{e44; z==q9g&PS(xdP)C@%Rdi*-f@y1guN$*{T?x?C4LYskmr=L?+2qOlIDD#E5e)$76P;7wtr{rF4?x%o6K(Li zq|Ktu>#1?TNNsCS6z3Z==q*mm{lWuUDc>Lsn}KCvIw?TPvc+~XKH7V(S}K_87UFrP z+^*8xNCu~8)gUWyM)5qw>lRhI|I63XCtCzzgeBtbjrpN_-vw*NN-;-> zusk%hl75uKjNVyF^e5r~D77#B09b+d09W;AXz?;7j1i3t?R@60_xtK(WlAa8jyhW& zpaaj=%;QU0w5@!^K-Tf=OJc<@)uKoU+v!jj$448o-?& zR_jW0N3OUGo>pD&x~?PO$^%+l0352v)k=$;@P}K{4~S0|hbtsBB7*1(BnI{0b9xw) z;2EYZ+e!8Rk-nTDZ7~_V>V96{83tPz7#>4x7q56Xm&IpStuZRx8$XxzrX7tJFABo* zKZjKk{hv6x3K&0i4UH&Sr(cv~44)Vj>C=mW1mZ1-{-dHvZ0I17ZX|UMWkQi51<-JBRU$?IwHL6- z#Lk9Y#3bLA$6zwfiq4*Is$G}Sq~X}-;O?92EjPC6=kOPZj*RdD)dEW?eLdjvtDe+z zmZkDH#IT_%7OnvR=3EJykHX})jscsw-#aF#Cvhw>U%# z9q5HrY=iWf2Tev|j%816#t>#ivzsh8leq#iqWuG!bF<&+jA;)-G1Wp(>F1_ok9Pv0 z!`JH=$b*cU3Uy@1|A*cqK#2gEl1lfvLwhG+u%dsHRoc%VYrY0HS?L@E335_sJQhEk z`qRU=bEooEqBRaFko-p^)xo&Ws1VXrM%z&k=SI5U#-+CpvSnZWlVIl@z_2gxeW3go z#K9-L9`A2|X(PUSdA~3kkTBr63K8W>8U^tACfF&VZ%nAPWJV)JmDzgxqOA!p7N$%)gO^_{SAcVi)>2>V;pHZPaLW@_b z4mzpI?|^IT=mZVOJuTmvbOPxU*F!Y2CR-g9X1%-++&>4LL^4nk zrquGUZ0i4?fhHHrN5h3QI;L&xBQs=W3VxT`Q{;OPV)VrZ|M=|95vHn`618 zy*DzUO8Fp|5)$oV=FYHTV*DK#yS59?R&~*Xb6wzKO?^(do zG`s4siMY2tBco(py5Qfke)Of*ml-i3KmxgnY3HUPcp-t-(L>#j&#CFKF<0_#tf0i( z*;1nPU=_$bAD5P58Dm=RksZT_S&x1us>9Y0AdIkR3itV}-@IvF`T5WRA%ye)OHZ0D3$UdOGk7b(?@eMF0MW|gn+&^Z41u9nn8d#DFQIiCVzcv z^Pk!226a@An}9Pt5lK~PM+53tctLW9lZ``wmIeK$){jMq)IVPgMps%-TOPfs;}z{) zUec70nCiq4bPuPu2T=N#!0qV_oN%yzbEb|+y9MKUy<`d~5bb1p3U&W4Txd!dy2_+6 z2S@Q1c#7v}7ZBLymu95oyibFh5K+R+JjaOJ5#7)zuk1uP=F>O|ew^8f8xxQ#ws{vA zzJzf)*uxthb>bAf_;ga(J_fc!{p4wJ`=Iey(5Ei25tjRO)*`)L`EJRR0&2|uq{xAq z<%reNz#Uc(Fq_n=JYUu=vt<*AXVmjt)w4xJ5D`n)um$^0EVKSy!yP?EVP+nq1fp?= z4B)(5?mpLU`*Q}SuOW(Zd_v>?y9m_1H!O0aI8Gh>f_a*95ot0~XSi+}S1`meoiP&8 zG;fy8oiL3qoLu+zyh5}Naxx-X*a_Hh4-92d)9f~1maG*KEYuMW;7c~udq0tn5GtYL z-NdKbv@IsVxUBYVs?j9k3bg6|WS`$T(x6cm?sVi*z;ubf3pV`ik~NsTqR0m_;-4Ok zjnrgEUseMFB}LHa=?@4n1$@spm=O`ktqwsCe(gI{TG*szQXNHNW{EV_&X}{GH2;$? zaG-(A(3u)1MX02rXA6$tKRp~N(i9u9*Km|&)e(K`v5@EYFg$bjh9rpF zz`*LsKxN)23a;Q2HSh7EP@6;>6D?$2fMsXQ6ICP|^FFRYt0TRSmq;apoVw%7$78p= zBjyj^ZN!nCqar9r2UP^;rCkJ`Y3_FCtcZw z$}P*|6#!d54(uOO1@ME@#I%*rREhl{iYQhQhvr+-#miA~OW${@y8%}|QLQ1fgj*jT zTjnUyeM{Nen2#=+6JzjSI4gM^ifx2W)ME9XNI6Q*pA}1Qab55FYw+`#k8?a9+@X{- zfa|aH2F4|1vfLVrwSZ`yVWt>B6c2nfn9!JX?dbILg)=>Czu1!f{O-FN>`01S$Aamz z?oPB`Rzf?Vm_Q8mwit}}jr1g>cPSjnY^zt5=BuvcZ?F6Jk*jDuMz~T4+L3Ln(tKz~ zWav_ez}LO3)r`p%hxg(KKI>hktl@lg1ZLYEy|)(;usm z_{@Oc+98>T^AsY|MEt?rve(6Hmne*?GbKjt)&}z2x8^#%fe+>{?MKwI;q%=S_SQLU z?&lO&4^%BUX0BPRum!?-DNr2BTZUg9QdaUjelMOkeZ_K8j>(j&p#`)SS33266Bw_C zarB5hQD8@rD`_f9zj6J%sfBm&ahfX!vy7zH<{Dh;v(ppjDj5dXpRM#WX!nO;n^WvbLwua}WLUU45gi-Z%9jjYu-GEV2sgK*C=V z5fVeJMc$1zKW}9nrqsV^A3lLnp2JN@$SUe!#&M!}>>mxP_EA7GkMbL{1CbpK zvy0)})Rr4P8kek)qdTHE35Ae7fJe%o{@^^HQd!8$GPs|H3@vO-kZbMSMevt(>KEM* zGNH6}g66mDsCXpH-ArM#uy;kdlb4sgBKzvh%YS`lW7{^Nipds7Tl3{%?2z{FUzi5@ z80n35#FH5gstOV-zJwx^e1aF%yA-Nhl2g@FX7p=)VPB6wWfD7@&ygrQ!I$W1&*0vk92#p@6eU$MuDtg;4Ddo$9mU;PGlqqN?HGX9O=53aVK7 zKjdZVV38!bW*Bi(!fpf zk~Ic=MLXy-wM3SuB;!&vr@^w?0@4q~sI%*nFGOsA*yj)27okzP#D^l8M>6F@iBlc~(wdES-$!bKFJ$C5H=UX!6PQU=rAa2D zq8-gJU*ERJaWYTh+A?Ex1qWpRTyKsqHc4()^a-TEB^JgyWt!&Kqmv!ovn>nOkLlA? z(OQh(2Ykp0L;8ueVXfL2#x{aF`cV!KJH*YEs)rqCq|zJc5OzMR8}}(MePa3!XqGy% zZ%WfsJb(k{g)IN&%!s>*3fEMgtX5~hWd+>e!Vmc{Z{CAHPE1!Iq#Lo3TeMwa?~2f$ zi)B~|?M@MiZOx9?BwR|5;=g3SRWEAZF47^o_12C~>B6y|HX@%pY9 z0=5@Ig9P*XZA)ubL@OfyP!}_AnA!sRIafSmv63RkP-mRA_rW4XE zrg2mgok6ui6*I$&XT36TT57W4P(PjI)eX&k<6K7OoifPUcHgOOs?(4ht$xblQxg&s z1gQ=MSHN?k*&)&mV^gNB(Ctdj&XTf19 zPeU)E`-pgCOYq!_@^7GMPU+Qgn$=(5w8RMXR=@9ES;6<-CHd2TMy-qM$^RT^E=niF z5~}stEUgfak`BU6<)*Xya+ug4-ICUZcZ_dn9|2y@4syZp``3;pnwyNJf!2_;Ek608 z@WfB)o=MwtnIx|p%E~05J}PAMn?r4_rqTA`264H6LS<^L@=m$N4_<0I44?GrD7f$O zy!TJ!m_P((BDiPV?(j5Jh@Ne{kfB;Nzt$jhic?`1d8n@G`^*C0bi#-EA}|xX!k+P1 zvA!0vMH;VF8t1*oZKgG;IeY#Hm3eTDxy%2S$&wG?1?d--S0&lw zC<%Y88@2PU6C*=r846}hcVxt4u;{6cI`DK=jXA}>`%6zxZcs`s&cV%xLPpt?8XWQN z;FFa8aLr35fZ_PkW-=#ZRNf$Fv~ftDw|Q#LHM@I*i)IiraneCkK}Ro%eGwDjxD%1! zGWm@(dxc4kOfiha!Pg+@?4Po%vZdQI_D93r8Vjfk9^RIWnI+gwq&YFf>4+!Apl=dNt?l2QXIS)= zTbA0_+|;+iH?TcSBZ)`y3`r_UlyQ~d4ti>;w{-y3=+y? zLaX~fB^vq~*%zaJT+}(`mNff?J_o{gzk&0Ti!YvMgGW~sZzCWNGJpn{;P#X-VJA2> zq{C`5G;Mla%3dVX^O_dYlBS){aB`dNgI9%+6~-WSAYpbyv)GwqfZdZf*a0w00jilaA~KKdL2=sSH_j^IFZzdNM>#GFTk zjI+PN&ZF&L@a7eedKEQ_8N&^ZiOgs-0=<*OuU#W^!{)Sp$5c5|qJ5_YvVVwoJt zom_tNLzOZUBo|s?q&YjKmIy2Y{2A4JB`?ZraL*4=@h#NG!_B2Zo#1-7&<%c;*pvVY z(}K1g`%i|Q(G@*qOlXaUM@1t78;0?HNIf0>DOW=1bhwQAojp0|rbG((}=s>@X#oxfUtzaj%dz82p+!ooYG2_eyw^)CtV z9#6M9Yb`gLa5Q|?@&1Y_Fqs&(J=uF0z4A3^?Eb%)az*G6-sfUcpb|TFivSVswc9E=@{2ekO?U6i(ch_(YubxoW5H86yY|C zlHJjb|KTwL(|AQ+T$;6*k0J{yczlF}r+eaNm11=Qk%d5?vgJl@!Do#y5GP~$WIge1 zn#ma_$a)UyffKjBk91?H<3&V$#&p%;SL+GAv3A2 z;w~&mq26q|oD0H>|C$T$i#SfXew@UhWPNL^BlG46QF+}#7{mOcNQ1?~i74jfMEK(9#1zs^Q!R6S~w0xN>c zuSgSWo?iHHFr~mCYi(q@x%&$Xd}OhkLq0R>*QgJmncTpjg8*4I#q_ElFQXl!i+P1-Ix-pokB zWIMtaDHWwvL*4d{x8 z9(QN!aXLkV4NZ3~@>l1aVtD@#=|VO=HR%Si-RO&!buJlDa|A!$R11?XU%5<0TK^3& z7dU1*S7izOjdazHn$MiteTgNhtQ*6+b@~1T>H+zHcmXO13I`g${-$V>!Hz*YP2&t* z{xcQcd`1A1{6i}M$7@NQIfE8!rh=HdR38g+9~d4AXOQr*Zvj( z8K^&WUf^cj>)nEZX*-$*eRk!g2W%cxUHw~ILq8X~W(sc|=oi!4FB5Ti=XNct;)ftq zSCdInKhfvJ)XrpmPPSZlO9ITTitWo2sN80V4J8nyq9a#atjVnUwL)$IR4^2fE%tJ- zF)2pCU^a!2TedQIFQG|R~|W1m6F6d4ayTmx_V zV<}t%4z02SJXQsGIh*Qo_?J)>K2yr}a&qbHa~VSZOTM%1_o*6Rme`J}MgTHn#Ue^k z?!EgZmHVtTMa4d=;@w+*mvVSui1V5Z5uC0!Pv2r*)s7h@iQmu)?MP*u8vm};Bg@(q z%7U@X2~3wyX_&>K+iM;oRgLs(eA&tWPp0|d1`4)&3DrAu!0Y)z8|H(E!=VT)Aj@?U zXxNum&s5YgnPppjABo+h2!J4L`e&e7vtJaR2rKEtGQ{%FehZ0z%a z!*bnzAn@H&=7c%iv*Bg)dk+8(V=j%V+!lvVN7L}haRRnQv7-7g_?p$H|9?Fr$iyu& zc+Ax?BNDRO^|3R)rYQvp8P#yee(lYqB;;lIFg{FC$o-^tc&_G+c*7s0vX!#(?7J)UnOXj> zLy#0pmv%+s)(oGdfdYZTdn7tO3+2uQLz;GKyJ&H*p!fvwhVv(b3bz&bHN!tE8NSPM zoh?;#?|JTp3Du%ET_j{t5cMmh$Mb8xm;w|}-jPAOs&HA>HnQ|bKhz9&lz$`M;ZFBl zu=0Fze8h%or7(DqL#XB;ACtTY-S18zsqldmc$|WDa6v2~#aua`Hh}sx=RbXX`+~!n zv*j%w^P#Q@Phjt-E|Z^%y@8w)lQU+Q>F#X{ZUfKO8WcP%*!+YlnCu2#%`DgNEy|+~ zaG$xj?*f$-yKDBYZ!nLf>hjvOEu7OO%pwFYX~MO?I0aF?8da^2zr9o*C7x-Zijhc<4LyoUu}RR5=ni}UDJ{xbHs%=4 z2Sca#TIMe@rfG0Y?kHv#qoD8?<2k(|CBX<0X(L?tc#^9IoHU*_Vs^b^55j`8@yR2} zo6;-X8{fG8UeS?G^@kbX17hUr&91T5$xpMdw{z?U&{0{m4^(lwLo0!pbbt`Vt@ovlH(D?xHgIPh&`G|I((39+u7{WKOVDL*J!lL8X907WnO zO+@_0HnBfuq_?yNgp|c0GWoxM=Cz~A(8R(C(hcrW5ZaHx=D2goLAt@Ju_$Px;aEC$ zw8G-rSAJfMDdl4vyJ9*J=ZJyAdXDwx;y3|!H0s}}KjvfT*Z?4kXfR&h;TkuHk2gRe z)?{$Zgy3#VEBe{Qy{j_W%=? zklTc-6x=vQ07Kn4T0o+ub>Zz8cp&HY0Q4*M*f)Lj)xi7S;&uD!PypcEnjpRhHA5$9 z+SSFuz4L+^I+q0uuMVRVJ56FOzxS8kNvlH^6%DX*D+cGsVjJ8dG&%u~WH9$K~fo8Bl!l2qO&A%XpaKL(Yl$Ds||L{z2cCkrDVXz!%44WLcm zdCc+d#hW-5$jA2mhRTY=O3&JGev8c_*p`$=li&bKJLz{xeTl$U*DG}1{XMDl2o+d) zX>43f;F9-ygpj%_1l}KnWntimTIAzhbvTr(Qr>17msaN(2V*BcXJ}pMO?Y z!u%P7Xz3YNB<_Y?5Qb&||M;+nj*S?IOEn{b^`3Q43)7u1Ds> zssR9__rvv-_xW!7DHBdawnt4Vdg8fjvZ*IUul5&%QZTmq#9wC1qy zztS>nt>mZ>ih)p6i=FLWU@w{V@*iQ`P_&#VwgC9-$Tx0tRNEB3{#y}G)rxB6Q)@Zo zN%8hb=ed65l(2wURs5ujRlTkvTp+3J;1wBo)=+pTI-idgr2)}$vNi)9M^uz|4G6LJ zhSqoTKiD4kAVlJluJ$#-DIwU;G5j_1EDl-_TiZ?9AQUg$lc&5aB&jtmk||^PxkZgC zbc26mveIZL)yv<*rC({d_CN=XFeV_*i?q5hayR$|6!p5sWPv}K0mNueG#_Swq|~(e z0i2$0cJg0?55@kH4psfy{;+?io)*Pa0hTK6Sr-Pu3;NMb%`5x&<$uPTIj{E7355MO z^F`3Le4;YFe|Njpqy-aQpx@a5{a0bk_X7i>i4&k5oB;i6lWU%nXt|S~Qh%@_N->KrCda3& zyMO=d%4DGd6IbQkWM_^u1g7qj_#HI+osVB{at{WjUF?hMJC8~nqA(a;+D_k=%{nGT zJ#ha5rA1*~S)0JC_Q&Lla-10Bv+HXAq=w%g9Fc0ANU{V;jneM)Xa9(Ue2=1jWeudF ztHI<1B%Ss5b^`R(RRy$H&Gb_dlR6f%AB;?~SoPd8R<*9ZLb(y$RG#X)6{dvvJRnZs zxsrFBP)1^9yGCo6SfnSk@b8uvf(lg{{|klzv> za+Ga^_!uumL|G4!R7h&A(>%R>Qcdm5Oi}7MG|s`Ye$i?11Lyjoxi{TrYy}7Q?HAN> zdmFFL$QRqjOaA2yRBFgcN9VDrRo1*0M5fsGM!j3Zyp24OuuWt@tVaunQDn*(&?Cj6s%-(aihVa&4r@;`|tC# z|9`8-VE(U`y#GdaJTHe=AMp=gmynv@&&Y(qhp5gwA#J+Q<_FW7WSv{DWj05Ze>iVK zP+O6BwH_$Ypa&uWA?Wkk2b&CB3PmSDT+c6dfNLF%@DcX}%$~8tO<|B!)vUQT*5&94 z19UzJ4F8ReP*SBP!tI+U;YUHUO%_V?TmE6!H%fhj3+Lyw?Svv02)`>MMw-3eU6hDd zwU)t4kW>o65dWtIbtS2r3LnGbvj@ag9*r#`L!OTgP!Om6_rlFTyH$xPV9+W6D&f=0aDK_N1_~{h>g+>5>dcrr`LCs3k*HAd%c*C%9Fi z;67cEw*UP&p!FIG@68T&8)2dk5(*WAEp+Mi{3XC};OCsm9&t@fXJ|6%!Rk2Qc&T<4 z94H7g{VNwOWAgj@!|QNUlT&tuiQvGk75{l@y1K0wMyj;yYZd$NZMHim!>0vB2>?_PF{9j&3M4q<{|1C7AlUF077&P(~aR{095Bq9I&o{YBTdU zJa3SoJv2C*Ihf;d!Uqu`5iEdGcj{55OmIisafO=q^t*G&F!ycU9c*Gp-Bw*DumXI~ z$#2t+$H*^FHl_?aGm50ICZUMF8MJl$HJ^yV2wXg1qM5V;^Lo8k4E!PrQJ=5DUM9;J zwr6P4u8Q30httOl7OShfJg0L_=nmp2$pbI4*4y)PwP^s3`+nIo8ojZqJ5qQ|Ifqzv zSkjT`kZKSTP2~XSAL@pKJT`GitA1X zOA8lbBbw-*>oJX6IR~YXw3#g`1}a!Qu8Y!~fth<_Z3oBwXurQ1>8u+o*x{dYWUpy= zQZGFlBf#CM*Zs@a1YnryW+E67Xa0)r56Vb+9?j=|augoSwW}I{0Vm`_=$YdOmwqP~ zi(-XM#Fz0(h|}n-g#<^gL=o`N7EZm26dvoAvo|5!|JZHWfB9EtaBHz^TbPd-XFaR4 z;78?|U#0+Y*2PDTeIroVp%(EmKSc?$idu)C0=2C$f*M1iV+)~5U{k0_HRqJ0d5q2X zva$(7;CQm_OP)C_rNqSsbXH4FJIdeIpJt8Da@+_YFiNpSVo7k@fYh-6qFm(D8)c{D zPw0|hG&fw(QF03q8OcJskqI_-<>#>ca~F z?bLaJ-Tj^^O^UfaO8wJmAW45?sYU?8b=|)lzO8S9{Ad#JYo;_(yyA#v4C5&fzEw2A zN)+mdD6L;beHSjM7lqF#+)!hu}h1f4%^lN#iQ?RvFd!!@j2;mOh* z;XK_*N3(F_0aRHXblYa-;KvB~@fkxqz1%()`{5S=3 zrKQLxg3`YdYLuo}2`9dD+h){7gKuu?<}uFT(C)euzOJju#9O&MAymtZ!5-QDBX-J# z1Pm8^jmJGd$I{F))4+{g4?TX9LbLf@t^?)@QUMG#O3&Ga`U;=K;2q$ zcUBYGk1Cnc}P!LEg90BQ~$H_r0sDYKP5&ic8J z<_|Z!CO!)XafY6TIHXY=$)@-w=py0?X=Qu61FXLM$@hj=VaJ4Ph`$+!&*VBz_b#xJ z3k3ERG8a5KgA1A}!lODo%_e_XC?WGWsDS>=Rmd&)Yq~<*4H6Z+F>}l3U?inBhq{yn zGLZ-8`AxFTl{D$AOj3pg-DK3ejzcmT?6dIA$a*IN`ixskYC<J=T{1;AM?nBPKSU4 z+>9dbJYOP_+;gEP1FOpC&Bo=9ts5_*|8;Opn8u>bsf4d%vW_dX!^4MzRK3KNFN&3- z%ySl@z{nOwg*cSYpDoAO;U?c{A4m@nTJR6n%V)vsx!$;K(J->I=nI$h2W0=v-$@KV zJh;hy4}2L#*__FhsFVgWKc;Hhn1STOGXMr_q}yQEF)&6|0BDc3O(DJs_#lS0@~?o#(c3!pYply%Hgt*eul25q&`--ll=Y&Gs6H znEq%679jk3>jb6h+_bN*zX`y&kA1&+)9fPr`sjZ=d{ybUN1n;M23<@rwRRl?a4^%{ zIl;Y=En~n+70$ymF9uS@P?hUapxP3$Hhw;|4=3CJcY1@WlaDn`t=&DoR80Nu%43@V zK`M3mDQlu;{FB6kF=Ix%O*}XxxMCBhTMoX-@R8;aTSIzffNNiSSy*TY0iKz123n~$ z`bk-78IYA18@0s!ghKu%FnFh)V!FYq?`x?%uJKMvN3J{M7sr4;GW$9WX?c!@7tlHY z23SVs0s2!V%FO|pFBvl0#fvoXDBot(N~SeEL2z((ylboyr=_}N8vY0oZSUwJVB(AM z%_E8U`scU?FU9@jPx-}B*X!ZVF(I#w@UE}9`jw1sIF5&DB4yWQ`$#e@%>I} zNVjq;UjP-pCI7d5>d7^kU!1Z^dhLHMBNFKb%o^HC1`wjVR*o#TokBfHq@I!_-SKwf zF9+b`u>;O5;}XuxcWWbkTrVV`OO)lz=-O(B#qxS{BGc$smaN9Us)e)5n-wjK0Ziqj9O@(Ew6D*`B%pz#e_SrzR z+FNe(e-}OAWnb}o)W;sc^cxDatXRfv~AV1_52 zA1^0^-y5ALU~@z?BaBE}BD!as=i(QfOij0@JqHJZI{rp8#m-WrREg9}D_hydlmS{- zWmaS>1Z3AdX=HYCguQw$-A(UNXhSE2#DKoTi~?sqWPW|3s#Hw7Q$_&)IkmLh zZZiuXZF4ToGQTHD#U&2SYcU zV@%&G*p$Zl$e0YM!4vOTAH5uQohDE*{|a0HyRI!ZG;y>sozkki;Yz_>9bY-Cp&Sj@ z^%6NN*wW4#mdP&OXRg<=jS^(e!;-V!nv&4I(3dK`6jiKe{dxbd1aSYNTTD95*zq9}VJJinl_V~p zX!+fCV1DYZkO}D#e8C4K;g+C+bl}V_kx{jdC@2=iME}GS1dE}tHzdws13k#oS6FCo z2?EaWr1a$~&iC^-&`8kRL%rOC?1M%;S4{U6x^+JyzP#bz_cj0zl_RLRC&zv^VH3>N zO#Dp_$#Y6r+(u4lHJDZn%S2lF0aerWI;;`c^tjaSr7vu?OcB%qy+HzB1$dWKy5ns5 z;a{wt%3))dqgt{;JtE5}SQ=5VzpmE(9s;pu|G@42?@()AHCU_!6-q42&MzbP0lUt+ zO~~#}|B`I#4_621@Lwcbq=Ru4# z$V`z;s#g$+J%#6=YTFacM-2ghIZ-~NWWIWR#4C}dU<19FVYQL+t)ayuYp<#p#p{=2 zIgGlSX5Gmx^k6t@pahl6*7Z_*0nYKrxGjITwLJYj&nVKKbRZ&{<*I1ioJS2Qv-*b= z6@}ro?da%d`QOVM9(smv&o0^B+}`tlQx>+WX^#oSo=JHE*@N$pVOKMp(BlJ9H)8GwpvVrr?kY)I4hm5om2$xJMIrr7>u>^7Bj<>49MPdM zNq-PswpFYoO;2tSRdHpOaBB#R{TlKK=iW;-RC$}bSnzt4zp}(3)l2c~P!p1;hfmDn z{PB02JRLVE_BVwjB#ztbO%|K145vYs%ASIsLi9p}HE z2rNdI7k$X1;!Dji`0xSbSNiu@sYHM%gkQV4Q}xkj+3qE=gA73LCP9W%1SK*J6B4~K zg>StNFTFi7ix?uj8vo-N)m&7%W0m^Sk?-MTeDrBZIyZOe;!1eC+28nIDm`v{%6C5~ z?SUMIDD7go8Gls5r4W#Qw7&fE)5Mb;nb5JQ7Z#+s-}Y>x1`gO1hD0kq<|5mh%t-B% zm#@$$!086;di8Ai!Mr4XAlS|U3$C5@392kyZAlba42YpPM>+^QhOzmoLbj>l`T5XM z$IG^hNhf>jeUlOxRM17Sb`Fipe`RHdQxQqWcjCCAfUiw$i8LT|R?l@Q@B>x1EF+>)^2c80C3Pia|AOAx!`OAPeXu?T&6@*%9Q|1QSfk&s$T`pI5kTV8x zT6m8KG<}Nxam3YDR$aJ9WI;HgC|{0%2J_>bGJ=ubc)9E$S<(CkEm%+{eU#9A0mCb< zGSvU+L@afZdzT+h*`N9o@?vMShPE;m_}hoGk8QPLteFj9WBqSFLz8j$(ct~<(vVh| zzsr^5RQFz+4||&qu??_Hhih)x%;&KA7uEBpq}i-^&{Q8eEIXiPM%ub4@3#@N8*AcZhpj=)Vs>J!78KWTNW-X6p<t`@dlbLkkLNX)IOzv8Jp3-dZ*zixDW#*&fwK7VdlqhUwPSg6 z#cP(^CXxm8xR3r*bV6UWR8Txo=Kp>&p?Ubz3|$0>?m0U}K=$x{mhbjLZ0E-NUinyj z?igds59pkOBe7skj$j%Qi@c?g_RBjT#Ds{N79aRFoq$P$yu(q9FJlgGQtlA&0)d?> z9r70E$V+#{`{v3kqbhz<*gu8m#o)KW?4RDuc!8JU+gP7x;yzS&Jfe2|ETd*bxbV0<7BG&y11=hdBMM4Olfw z>)dLyPu@%~3kf@2=^Z-#JDRbTmbjOo_B(F;k=0A^8Wrj{5*|LlPL2V=c>+J3$K0mV zorM|Zwxi8HIE803SxjgCo25;lc0C#pg+R$dUC`1FxZrp96Q@kxCMp0s^p3|!7 zK|JbEe>P8}uYUEs5)9tQ)SwN-Zr$$LOCNsvipmG-56k2iUW9 z$?Q;R!1{S}w0{LvQ3~fZwnm#3n)3jHj*+ZM{l$40DaKnDghgvR6rR0>$ zg$<5!o-ZYzt0|(lHT9=DmGDuB0=lzN7M4HO5QJWJ zZ}t{_jHc#%jci|sZ4m^;fMkUF`oEAW`#vsWdKQofY>xw5`7;L_>o85KeXfH zo9`s`X`t?l+xd=$F#ob$Af$?BTz?cVyz6wh@%&i~^lvQ9XG?LX6D>hYM>q>!tyy?X zpF3*WKWNnt-LP#8kD`EkU3+Sjr&mYcGWCvC8KJgzs=KNr@HG@NwJ-euSb_Hd+i{YF43?t%T*r`&?uel?M=lDwCmXSO z4D%b^7ZLdrF%+)!q+pbcr2qSL-4YXA{{m-Uio0qX7H+dCFDP*(oVSwnJ;UV+qfssK z@TB5|#!T}_-V}$eD%NL6W=2r>#nP>ByEAUwjpC6uIRX0SVwvNf$)ZjbMhu@(|3D&H z`Ovx+h88i|Dgw#A<_V6-UmhZZTU=QQORPnX4(?G066N5!6Y&ttS11j41jeB~o~D?v zpsk0|cD~YybP26EN9X{t@a-)rZC3EQ9P(Sl@LwY}92l67oJ%(x2ETS5SnG!*s?2)2 z5(Od{X=SHn8lAMbrAd-^OeMrIJaut`=q>b)N%UP9r$Q5+_s}4WT?}C75*zpD!;`{ zGP2p}&kHma86fe5lsT7@=g_wklcnkz>nx9Bwn7tB!IlGy_8BV_qt9OoQCD6&bN%(#crF)Q@cztL~_0 ziyoER?}7P$tB~^^10!eE#7))=cZY{K&;b3AZUSxs9gUdvo~enhy&@ui6me?V$HEo* zGls>+b8;lN)rc`~*TDNGCWhSlLICov7X%4Hz27WJ`ZaalwLXJkZSn$fUCBmkqAuvdzmM>A^-Cvj6Ik z7}D)-J3u>vTFv;LP?Zh@U6%tjX=}y!KX`Jo6f;cOdA@}7^&R&>adbvKZ!x@8*-4J6HKVr0sQgDd6Oky zS}7ely2z0m@=D3}X|lCCiFRo`%KGeuI>#}h&zX_}YTHx7Td4%W3Wsk=`(Y3=cFGO9+4<2j>bL zAIe>LXSG?of~yPn-G;66{=FNVO9N*nHED9E-rjPuBFd8BX<{KwAL_8{RUhv8YxZ+( z@cVyq>VkB0O9pr>ENf7N&Mm-(se0?^csp{k8@l(H0z%M-l2eVvQjCitOd=-MVh}|a zN!mRi;|YEc`8adShzMIUMA2!AK)M`4k$!UK;(lADsIhmufG=SlrfGzqb=4>^-QBt~ z8ZX$*MZuP@yP0k)>GhH;%U{^cOjmKuwL=*V_;ewCgOUe;r3ea|=FEKCq3EspvAdMl z$8X^pDu!tEEE=RH-n^q+>dLz3X zooICXg{oG?;7PS^QSR}XGrk;pgC`a)%4XY|j(Hw7wisa9kgjC;YZ$EP3OEU(-bqt( z5^iq7!@|D(G@(?N0MyoHTi`Uk@R<_iz>;vQL`nhgvw3tK#xr_IYanN#x5!8_XADX* z+!>9C896v|tq4oRNtQiHb|l($RyEhY^eAz9FXBXxP394kaS^33E!FSnCj7qw6j)zt zD%GejeLlnUJJ*AK7;o&}Xqa_s5Ebd|3r>d!nM^3MX5s_MyybU2vlH;vBLTCLsGydd z0(TUh#b3-`yfm)7B9u@C>ZHX#0f&WTi9jpVp~Pk^i$byCJfg-IsXIGAiV{9SUY?-| z%<_HyJn++lvClLd4qxq}!w}nUqDn}cAQjga3q!)0gfp4d%CD^lQP^waxuBuSBV@>#oQZfvzUv#?E^#z!~Qc z^(rrr!1kLp!eyUR*zefl)4*_R_#l#;gbPPSJLN_5=AR6YC-sRMOwsW-Hqr~;u|`{( z*WPE+hE;&MC*`+oAR)Sb54)5!Fl|MkKFWj1InAX=ot$C(6h(#h?bHdpcg_SEx z_Y07&DHJ&-to2|?AS1r{ROYSWH@OKAM)4Ixb8Yi+-Y@&e*T8j}+l7R82o})ihTUfxFGZ^A?^J(*X)CBhm@#fYQKI~V zo!RDX;_C6ktC-JzYd)OQRnOWredw_b$6X|dj-2c!ObP7Fg6avH^zZPOp%j6r@7vKG zJjjj+G*KY6O;1)-7_Q1NWG9A^vZc56P!VVh2iY5T=+6JMc*!%K=-w^3gG0O}spq{7 z&TMvQ=C0+lIaQN{oB-{Q2Yll2vH)CR=+Np}Fzh=bP{4MQ%fv#oF^w@t5V{u`&{!igh#U;q=~53gTgaYxBY8Shd-e?eT#l(t(&P} zqbL*N4g~f&uUd!0xu*;%2pz(EIl{r+ZcyzMF@UeB0&tv1sU>-wcDpq;|hlV3T&ZI~L9j^#LmC?i0= z1e1h>kM6i2L#mVfwl*)y>!dk&o&PaZC!AqS+DP$ecI%kx;m2*I52lj5sFQR^nZDW+ z>SwW-BqVX(y+2SDQE3-IqvXT6vzZVZO?y%;D3D@iW>XanB(x9NhvkZ~$_66e+U?`; zs({^Kdg4r$P&d@_|4YFEbVCpVz>v^D5P8y^@*+2yjLh~=%C0`R&t;yUH-7IVxy-@2 zf=a<+)TM6Lqz|sx$Z~7R|2&BrGN_M>ANj0qJs3f5_GgIkEzzgB4t=Dj)-{WI4;v#J z#SV_A4-5jr$3$^75A4_G{|kL4yR4zOagbMb50W|U7Nw`5~Z+kMfF2j*hQuu|T5{-7_wdEZWW zS^H$80%L7zS$i40Tu`l=?4$c)RY@;U=L=0-2|W1m0CPy6K^;H2L$?=UWh6^ZTvj;a zZvaLW>{!H7NGgxpUL*y7`tURY6SE4gA8yiU_(Tp^(I1hHcl{*k9xV-Dp^e`p-1e4G*Eec1UvLG6|FGy?>`grQ%0{Fo*TVm z0jS;`F&~rHpu&W`I4#EraplH$mv#tc&#|DhCDZZ3BDJKT$Or8V*X3=-Hzi(DfPjenedK0S@7v5EYJ>iaUj~MYFILh$xkz4aqcv?fQ2Z-|YTE(w80$mQpd?Wp_+kzu_}-_;YnyY9 ztCT;a=KXZXq-fgwJ|(LZqWpC2ZZr0bt@>Sh7dhs>^7O5OprWXpQhQj# zjUzOSo0P^?1k_tPPh=P#xM?rBS$|Gek-OcG%@Mfvx!nfre&tK4B8z!PoHQt*@q!yp z|Es*q59WUFoXa48T}(5S%UBk$s;G@14n;H33>LJ`2OsuO}j7!Tgf%q zV{)3MQ1zyHB#}*Vjl>E&*Cd1qiCJBfxeUy}TWrnJTbxO$`tUkKhv&0R<}CE^6`U1$ z!gIs3fW{TJ_x3QtlMnL+tcb_W9Kc?7EvRl-lcipcI6v;!;iHZ+ z6x*rY!f-yVl6yg`hWX;vXPgbUx$jhQz{eITDx02Ke@V7DXzKWTXp_|One%ia6N|1H zJZkED;9I0&{D2Rg<{0~5AZbAm?tW#Uom~4-d~V=K$4O{y0=@UZS#;2|DDvTP)I7L7 zi`QY(CRR*O)!BwUI*X`4#+NN|S+KH8+QmWaP)ZFenV+(mt1i-|C{sUlY&C%bxS4gr znA|pk5X_%K9%3&edC?RE1R*cVY^Xx0hchkjW&8Yd{P(b;n|!grtZID8dYo$j{)Q@>7n z4c*5wKi8%4zdz+goWqu^vgi2h<7qnCisJ4))_@0{)CIIw2JYTrm*7!gZP{nxSHm&c z6pzF6-MkrBc)}8!VC(ns?tnRayQh{F<0>j`DRe|nS3NWr+PVWND-k}R=ud4dMW~E3riH78=siUm>bB%cY0w_iCO$z4OAPKG~7s1>*0FN%59(Ou(?-=?rC#`AM4X4Eamym%%-fp6xv z4=C*e>^!T;F2&2@L@PcPB7@3i58)v5ZR`20=Cf23%NE+kGI-O+3`K{o6Ze}~b zmf2*7#YUOCT@f5*JV=xi<%bBsax8(!HrgYRaB9z-<1d7CUq z2vw>}$WKuY#4L!`67uwyyOB1H5;`LpY^!qeHcAJ$2xZXG&tX;uX!+u!F37PuzeC|` zr;DPC^r}(3+h5W7SyyMn(o7BsSh)r}wFbOBNvDOsewj>UQe|RzjEHkYY>je#gGmsL zF{+rv9tZQ7ZE*akL!YCRp5H^gLEd07`8;p6CgdRe-NG2o4GjNxE%Ac#vG&%ux zq?jF?COUhvpt82)$(T!^lvE{N_^k;+Gu#IW1gznn&Fp)Zl&zG}bYUkBW`H6LRp#=! zucblOH8>o5O3^1yXFz@hCqxAB6R9{(q9c;s)(9tC>Efk;{%&~*-#_Fc*5;KR=Ug^0 z5NOni#EmUg;0JOGvc6J+sVaNH-xjwEsN{f2u*~$sE7Ow0XFfHj$PX@tKqzAgs8$*I z_i?nekwnqnUzN0(VMy|&V%&JyLua3~s)2{pWMQr8Ph?%HBhgQ^d;!jozHsFX`6|&9 zr$Y)JGPsIDdrn)+!QpoWnKOH$ab9DwlmH1=Fxr5Esk48*wk4?{N_>A5Vt?ez|LvdMD}2m zf?b5do3k)C1PG46^{_W)p;PO#NR_#x#sbdRV-JKdM48guyC@UawLeFg%>ueo&zIEZ z{u<=8A1L#(?$m40t|Raiat{R)E{Qgj9wxuRN-+SyU3?72c`Xg%r8J>;N#n+(O(BhHKU+^Mrf~1;W`o(E``eI<*Pf+nZR79(Ebgd_AYygV?1I6D7FL zG@Q8qIeSh+u)kPL*`DE-k=>HX{-C$wt*bWy_sA^k<#=J#f9tyOuAH zJx3smsj85&Z<&VavpeA|;z~d!iEnva@U-Jn?@_U&r=#)+Ry~~4XcPTRkMnuX1&{vn zgEY`jx5)%Dbt~p01RmM=g2-thPzN!Iv3*xjaaHN*sr73B@Wws5mmH`2c4}p>I4PvG ze)}-PbOq1A&PQ*PmGiUjizXr<<9DW6Rr$IA4C{;$QA5i_)#X}2y~qxH@z31i;9k*k`f&t&|#N~g^TO5r|xD(f`96IBjV=aQmZVf zlCH}6EaI(#l|^k(a;_-J2;StE({I#<0Z*RZM4JLS)R=As+)?F9JhG?>w2fmqJOIyMumdGE!z#X|&PfB=a8@e8h z4ml*Se$l*_M?geT;G405|S5 zD*#6{omyg$XhYQUMSI29so%{JEiaPzpgaH)YsT>sz`=c?O!QY&G-}hVo`Y0q3NYwi zY>!agqClDvw1jhuq=I;$b`+tBH42&XxH|opzC4`&?w8oVcguwG$=84$oi8gw4q(6o z(ZVs-w)7xO;yK<%0Q^Tp5iu&wFmQ1bU})e_V7axVq|mY+zW7;?Uqw~e>iR{BzbD2F z@f9`no9C><=A{uf55tm?VG^75gI4S=euAdy!Sc2#y9E@X6Z&~GV)0HBGZjT*!l9@K zv|+a=ap(aRcOb|b8`JqzzpC1&`xoSP*_dREL|japp*;qC(|5JaWV>$b374qja7Zth z(7PlRi{J2WLfZ#A7{izs*g#V`do1A{~)B_#fDU=Mf~Ott%%IJ`o1Dj z>Zf3;BwP=?vVwf2(0a1<|FjCropcQbWh+bz zX4mNbv)LUVO_?SQ&Rveirnkg2S%>jBrx9c?sFkM5`%7ICYiZig5s}|fBi1#ZNAWli zaFC?V+UD&JL??^M^C2Z|^Qh9ekky_=wQ5ay#<$cDJKXvO{c|xAsmLX9O)njqxSZHR zY1Y~>dO}44(X#aE^1@K1|LLc5#T_(%qq$$H+&fwUi|SzloQCg8Yx^`Y<3eMvtodhGAi* z#rO4Z{e&OBAtoKFc;sah@P0OmVKlXvA#R}X0aQ;Tzl8kYo$YgDVtm|oKYVOT@k`67o~_T@94^3=C-pbZi!3vRKI~uXtS93uA=b45MOD3 zdO1&e_${wEbdjt7pty<&)L^<@%}f8_j-3nCxu@cyRN@tArwRSOuN(Zr{BsIMoo)m&NXwoZhf&g;N#%F+1<@WlU6li;`a+zo1&I8aHb8y%rVCKtYo47IK~1 zs97^XPzX(D$i4wz*93s(WJ2K5^!>#c9Sx`Y@?TI~ca6w;2>>|k+F=goE>jyCgBzd7 z7mI*w0hVm8Sj%S|@C`%isqe>@YF~MQ(>ll?W@^C*LkHxRBoTrqrNhE%KzfKy$L#)3 zeZn|x^v(Gw0L}A(@W2eFA$9(ikt@Qc3Od%))$oTBGgvaWY!MOsX-H*&WuMcg$lw*Z zx2t7(5Sw<5#7R~|Mmh2*K$wDde?%hWt@4Hmo6_3P{&i8kR;xGc6!}5jqM0`Q9Tg~T zREQHX!Xu^jtuVr7wQAAtFWdfv%9pu17a0WdvPS2Lj6O8G`_fM1K~a&!HDc`R9ciLX z=`qLsU`$57fkdOhY}Xyu~YdKIvlZpT}3v+ydDU`cO1IlNB#3#dFAp~PF9&plR7%~ zrIRC>j{_X>5oAMfL(*g)?OA3iVflt#zvK|U982P+JifTfhFr!->8P|NEIYSJ)-SQI z6MHy4WE8

hQrI3UV*;676Z!S}wUIXYMi0i3ztR(Nm>-Pb z#Mj`XleuWlrMyU=g=!8(mb|0Y=%;ZmLAjZ+NT!d*xv9v9&swQ*IB@?oXM%0G1lhAq zt)w01Y-yJy!t3h|IXE*hh<*b3;$jbRk);Z2+48b?1zym>+(JN}PH*+=dD+8xk@J+H z*-_TdHo;TfacPz#LvEllZh&)Kn`CK}u!&MzBC#w)K9tgf_=Ic(ekhG|D77#B09b+d z0Fd7bFgM=;Z81QzrW{L^?TtZD)Pe_})ppPlT&WHQI!kem9-y&K@jXNiM%;<78jAI+ zk7fndP-K|)cmnpu%vBu6b~iR|&e?zE_L4-KZ#^MCIc_Y> zqqEUx6RKu3U9_6pha(Qv_m3ds^*d=(%8d2}?<$aD9G5w7DjFvDomHh!suEnX$(BOF zHcKaXwFP*KK_J=(zv?oOs;lL%c017k>|ZK?0}H@I?}IjtW&@-~!~xMs0NCw%WMmv7 z(OGLGS(KUM_rb?k;;l;@+&(X*GyQ+GwrnUDlBq0c43%gjjpLJERbFJvoh)y|xoDG{ z7X`-Q{Pc;a37etjV7;BErC?{rS?eKrZ&ibdm}j&ZAbd-luDt-uVcV%w=Tj*ecB)gs zcuFW?19}MM;$i;r*Pcm65ypQsgO4}%Cxo(@Lv!=g<0a(6reXqRn$SWBf}=|9bC`&b zZZfS}&9K?>#s=RM(krjqf2?``F*hjNwvQ^rRxj`Y9@8Wu;Ttogs$(tZsDY#yeyWqs z8Y6GR#sE$W-?nZ3kp;{&Awh`!AT7^F^bRDmOOv13+ZC$e-9_X_n{=_`%mO2`W7?E8 zYtyyFt9LX@dbZg5PRjt1UyX#p&fpQcfEoooIOeQ{@Z#y8H4WCgW$O;tR6qIMY3(ra?j4egaDD2OYn^`m2K- z?%~JWkDYVPwAR~FE~mAA)hEi;vl*g`z$*RYkZd^IXrx;qfQNJVK@Hf{@}FuL$xo3E z*I3=F{%EZvH(n&4p7P0rQ(q~er5gwJ4>Bg`cL1{h;^~xWMhyk7^Q)DfkqnB|el;8d zZFsjdNfbJlxRx!G7M1O~6GjS8{j7OaL$MClDt7l#Du8k992_3Q_6LoR;$&|QqXL+x zDSM9Mo;@p87oKg&d;HZhF<=l*BE;sGiRSV5O3E|?hghO4`!IBH5UB?x^gZP`h}pc8Ev!j8Ua?7^?HkUrxQun3pv%kBa!175dUIDTMWUyl%s zSVAoCK#=SD>?+`y?VcL3Sw|mEddO&Osaz=3j|<{%S}FUKaGkv%Q-4;WgPfmWGTPOt zcD1qCUwN$4Z*xhqtSD)^_d(o6OBxMu&dETtvv&L!L)A@GG*S4+rZkFlBPmksZ!PxbskJRXhHF7 zfsAu>5;=_pXiRGTN!94SfMiw7Wlv8 zHyY+W*}*_Mz@B7skw^ZS6z+?)=q`r`0@tDIe!wb0x|fB=v29kXn4}cyRh0|v%RE3? zd$2!=CnWvpfkx&qZi@JPP*dfuFkdn*KhH)N&pAw>1guTTcJqxds?Z9sveo6|+(EYc zWSAq>dZiH;w7J*EW?{ZXr+W@7$h`tW_Eg(%t2RD;aHs~!{DsA|o6tMc6jQOO7hkC1 z*Mmy?=F&QOu~u-0FQV0x-0=l=Q2zYdYtbh28%5Y7Q?^s-Z?Mwv`g2ls_D(}8b%!}9 zLYSipn0c;@*nj8HcSB}2ie~>pC{kznyROSME-twmUuI*iRW%cp1C$Q5OtFCaHz2?Y zuhtbx59(|A_kX{L%~q2xBry|?YW=-!Gb!ht8)q9Yv-YRhaM=^5wNou z@pIleMmNGf%?Ax^CPg8%2c#_?w9*_~cx&YVqFC)+{T~*J%#**!HMt&IqiehbFiytF zHXpicu48-v6VmUg2qXJ$14*ds>R{pvcGy2xe|fS0EAmdIus zU^jggUX@^5fgFzKWFBvi0$^nUEH5nC{}xz;wd}dVj&tM7H^kI11o^C|#9j?gUH$Rr zIc4x#YTl`csD(I=_Q0Q$d7a5Qj^UWwB0w8*il^RjNGNO^}pkq%ZWT+Y6taZ(iuRG-s$0!cg5UR*^KA{U20ryNr|Ot;?b9Of0$ z{MiSf)O~#hC6UH?um4fJC;=pmEKfevQb?moc4Y8hcs^p83&oBEGkHiF#?f*)xc?4- zEJ1YM;t&Zq47wI9{{zn5Kt;IV5!oo7qmQH{iIj7GW51lUlG(^s&By$IiA;C#7L@a+ z@6qHsKaYZJqbZMU`1uHI_Pn@Pfc8woB|`7J zF(yPJ7%9-aKO-Unye>gK`b0{Q=1NCCXQ=7SCEC@1mhq;~i_r=NONNYM{j)6m0caIt zMz^2jr`NyF(ZPE3DfN53DJd=f?3>%$2@<|8>aD>;T`$`<)ZpMr?tIRUVF;RNN}njF zHpoF=g7tbFm;R6Mq{HwkrZxM=y-fye4X~&Vk=K6n*sayvG^x2z zesK2$5Ivq`^t} zn15@)TQr@^cFEps3v6w*f&F#GjN4pIPflf0AilO^ySc@|u3__?|-~=t->l2c1FzuSVA-4NAONFfKl>@R+s;S5V`@d6B0q?+IfK59MMyL3RAv6O2KOV7Gz>v(h zfcSh-GDr|KHwPPhcNkGIUT(9tXYou4Bg=UiitGd|R|E}Dl z04NyIW|*cY-Rj!q{UuhL1RHx`U9Rh)_^)>{)PWol{PQa9ReA7+i^_0_^X*-OjDIIw z*!C&L^`?u+)~BCN$%VO_(xISd5dDAXbw+k`t*7$)#`UyMtTO5N$pyiJwql zzF6r`hi~4x1(vM2Y78XYOer-jyVY#1RT8Xj9w4;{*So^>wq97Jw3OzPu}&uX!-vW9 zT*^5$#BTlxi&J6xBykHiH74PaoZDo(oPaOzx$FORT_UU%h&#ltK(t7Y zwjyUwQ0Sy3SDSAx5LPL#O_~_@J1LChEk&YFRs;m(Y?+zR?fHT`mmq7?kn zQ7qMAsWT8}%ql)}0&;2@#&gyxQ?5R7;^I|W7`&=R)~4}fVNdz{v0rxC*-wvXP&|Lo z?R(^g87FfrH2$`DLsEM{RcZy#12oqr8$f8;gl5^FFpTdox{b7#ULJlzX4Q!3T**fN zb}^yedN9PL;erL1;f5A8w$`~ub)0f#<*)VcEUt$1hyP-jK>ToVh%Srdyj!_$>~##-`5L1p9C2-00y460%0say6CZ zfrn9($5|vSqtCtkR_!6T*G%(JQ&yy4P*ka?RCQY8Vk*_1n9AIS5U~3zHEu)}@=RPx z08?a#`-dIBs*-d}4RHwYcz3h5Cx*w4>WaF)4Gkz4O4JMaGSRp}4W|Xg6aUd;>uU(p z$3KL9ojf4C7BDoUEnMm{qB6mf z86@4QS;?ad%tYP7{P~-F?W9~;@l8-_GQ_DmCNQV{8#_kg^Cy3t&C_B}ymDHRpvE|m z`$^0u?lXvir*$PH##{pfE&vau?m9Q5F4oF@*;rBL1t_bO-JkXuXjGh1bAX;vX%ioc z_PYBF%T;G1)j7W!&;m`(&WYf$Yn7Jb_i>g1-v5a;lZQ~KkmKqGePb4o>S(sw1!rdW z_;N#Pok~c25h=E-O)fXGA9RZSx<*eZ$e4FK2`xhkn?bReQHYtqk4f}a4A3l?IlG!$%Iru^d#F-;q?L~#nvg3Rz0B{bt{a8i+E>8 zTM)nQei~fo;t7Dou+}x0dxmHXY{d1NI0h9<*J%nQkK%Oe!mt}^hfl9lRtF;uUv3#n zJi!qLCd{*a%Vm!R@dg5q6PB6Z!2DLCS(c)oY^6hX@!&Eco)r^{?AOGG&Z20WB-go} zLsY?LE-de54sX~?C6T7f6ElsE$l zRmtxFoKCWZ(KNcRmLLfDF}m!gx{)ymm~q8}C|huwy9=qcS|{I(@mJWuBvpr2T|0)SGZiFxR zdbsR9P+_W;RTIrTX6CFtu92u5<~;&~@uzp6WE(MO1!ld2PR@Cs6wtlLIp156YssHK zjbHN{iPRQW?cmo%EPql(-!HXIDDpA=@KY@>JM( zHRF(b3{g10fY{6&u8i@|S0-2QT4b_{;G@Y+PP*I}2j+Yde}yXVhhka2pLl?tj*OZw z{xcuxR_05e8#KXOzKoyWt2(&hjr}CEGca$_4kqtW9R&lC05Lj1Wh2gw#FKM=l(ZuU zfB*`|`IiKm6ltvb5fhV;%Jk%G19dqJ%uW-sc570~BcvJoEZRC4ukli%mQfvlhusjB!-Tlv~oDg_kCp^7it!b)W zxJKBokOsPsU-!ooNcW>1t`F^ZC*FAHIaYAr{r3b*Bn*r3TjidIFd@)Zu$$Sd&RJXD zs1XsC?tCAy5ts@R|7e@LYD9<<=Bcx|2S_#s@Eg*^nTpIwji%&BYopID^77E)Y-oi3 zr{Q^kqkmI?ifC33^h|>f*5E}4J`NN=LtU!A)XFr?nM#Wd4ed{}Ty&K0Yg}h5uvl%N zNvexmP6K~4>!nOPJRE84Lv_3#f}TVq5Xu5@gv%13$IO=k>=j*GGJ(2~W=t^uqdCi2 z689YY~u9mNwM1}l@Cr{8ai-qxfqNQync z0$(!8-b;l~r^Els9gKQ?F9Ebd82*U5jzsK{0;G>XV&PVbJA z*W`!b5MD96oW3b*A~u7C(~C7b<>e)_(^2FkvBKN;seGDFTSl$Vpr|c?aek|nvTU+A z3aQ1dXLy>I}83tKl~21{HBXqi@7830Pa((`0% z6%TsmE~_Com0n)#>)gto-fHPj6qvagOKS4X!wIUyoo%7sQUD)fC`yb9vn2#U4C%JWrr(xR}UGYm}># zwBY+Lk#%WH!a+6ebb-9G!dfqlv51aGQC}Bh2>Hnpnu_0K3jD^vd%xEBTSsiHR01IFux*HWQs=}hca>@E5K?ifE_W<`BOyYV@LG&xx`D5T!TARn1*20;m z<(R%|K8Zji$kJ&IT1?{)CE?Ekeb--Kva47zUj=lZk4H9or(W?tS^Be?%1dR~w7ilxTr`urZ-hpT2|sK3Jz;R~5uEY~1oIZ?(lp zUj?J3Cmdh%WSCA^xXh(NQD}SCNw~H1URZ&oagXR#{yGA;9BWL$?bJjB?jXs6wp|LX6Tg4vKmvH__BC5geT3C=WU>`%=0JXpB5kgF4ht#1|gAO`aMt7-{j(9X- z+tt$b-QeBBd!M5$ETtEHo$6ygnP0XgkF!soD8eFV+h@=k9j}X6-_@i13tXkE=^;IK zE4DJh`kUKtbjQBFxVNFpCs4W}`EW@7Wn`IcF?gEgI<)Ou&c{WH`Yt7Y01Z0S=P`ZL*`OBP2>*A}|bw9R~0R0tLbHSs}nR z;NvJPw*@~twq_M~?=LBZtz@tuo>gshUzov52y>~6X|*i;L+~zr0QNib6-8<64iboa zFVKVXQsBTH8D&a*+(sfhBRDM5KbdB9v1w89nx#oO=@8?uNuqm8OE|mQ zI!CMJWfIG`pTPe>(xXK7LqKWDgy3Ps=nP;6WixsEPXDYvO|CK5~4rpG9cTWgE?*wChCj|k5P(#SiEen zcqhVEp%NYpBOlx%Ri*PKkwYIb;l@(sus5D1Tc-D}?ZY2nI-C|go83M)^0Qb)Wk;(M z9tX1DnA8sau;U&PyJTF3p9?%tZqqP)3?M{Zyv8+H8U7&&k3S8bmyhGOo8tFAVu{BE z6H*+AYtxi`9<3RNSV#ie|CrNGW7q_#86)SuL+%L)o&L+p;5QQlvG0U`K#lZI9A~pt zrB)x=$`Va$V|Pb)*xSBDz{s8dXifBBE`p(*u-*j*J0aSZ)b~v@tFo=Do04WaYZALn zW@`ARm{3x+zTcM)^=U;-_$$Y$QyJ+=96%>IQK#tm{LfMoUZ`V+z`5DCg7~?WpLEYI z99c%!Iwzj)em?wldwrbO_9e|ivW!1y6<%0O!1FVPH%xK;>L3=(uElxvFD&mn`9v^- z5!s}>&Xq_ENNYZ`B=P%kkpf;u-%Rb4oL?GCIa$Gvr-Y{_Z82F*plJiSXPRCQAx525 zr!ymMgGCgwhF0>Hk@bwdJ;8;nBvm(1RTyH^< zZ9O}iThgOnl&!3@0D1bNOeIvir6&coIKDlI;TSeBH|6rbnwEFn`21E$jdi9%8)k{F z*?_YHf5k*XnyHIheRQa&i16H3;~lHE8GpAQLDOWa#jp%T)K2IoE-hp|t`Rw{!b7cs z*Emij6sGMEA$A@iudqfJzW(VMz`gU80HQt<`iNzMEE3)$4u&7YPJ%)?qni+S>3PW) zbc7voJ&x?c4$>|-s)?2NpkOrXHXUWT*ZIV2pIwM6&9uL41fO7}UDJhUS4{=6Ril9^(DG zKBi>jx2()g@(l z-2L?mjRe^zChrsEo`Aj#+yGjz`3%9g4nJXTNFNltE2_#CMXgXWh@E}#V`WxGQph*V zD7jvDc*V-w@{y(CBa4l-Ocve~l=!mRyQM|oT&CP={S3l<&L#$R3cW=KRBct4MVMe~ zvV(53zo!^~Qleu(SlT5DP7GNST@&Jv2~@BrHu;m%xxM(9;StN6LHyL*cw+didkO&eK%^S`CSZUEv|RcStoOM%RB6AFs_0v5OV&$2`e$pc;b zx)!6X!aJ6^svixIC+2nzR?9Pt^)@KAFZ}>mf%gCx$Q2=|(>@n&RzMY2PsDyZVh5e^ znx^}6M(6Ki1(KcU3Nr!Zmt#71Is@^q(UW)8G*$=`U*n?gYe!#T96z|_G0ZQ``{Toi z!Fy+zdAYgI>lCBMKQP35!R9{Ej!WpCy*bOxz@A*ug;9S!r1Uo>M2Id-xH_~n=OjZV zDiSn0l+Cy}aOhg#EcPVYszc|ZoYg4THZ?0dkTb>%`0>HRjl<;D?QucTqm()0>#508 zaVV=;D!scZ*R9$KS)}?wb)lT7P2MTIM>A|Y(>)`=#>!B^@i+HNn<<0av`TzsJV-+U z6y%+WO49&L=o(i2#JERxf5+N(tHowa>Jcqtt;_ZKPegx)iN(%~)6GNwY1fwPRXso> z>a}sGyqy)g<9vgjkJ;c~oxSGZ>OWsqpzTYUP+hBtVqy%TxQZ!>A;x@Dt)3K^VR@Rm zP=R zP1R>`sNZ!fEQl;L&3~2?@pY(BY9Z$qOTPd=v3L(u+yOzxgdkuJhp1EJddW!W9ghMx zT*!m_5Erw0dn@~4200e&Z3&1fY6L*^GKt5@b4#ihN|^n~osyx8?*DD3x~XQgjdN{| zhB3OTsn&+wFEXfu@uL=Oo&5?OCw>#R`D3Eu!)>c_|N#-O1mY zSGVE8RBO9Pi)7B^sWiQTEfEJ~mx4#(*YR%lSuG>4L41u+$L|QHcr;QeRjlCm(2bNs z>)Nls6ui*I7n~1MMEj^FOqqON>Lv|vt*a5}m zyR~GIW~v&YAIrwX|8hTpEYE}q8fsW2OFT*xZgw)P0)JdE+0m8?<}4VRq(s~oB>_17 zTL2o6@e#xbZ3%Nso5Ss4mL-@B*o%Ey#0x#^FkF?(;l){f#+!@5gzdx&{V3rhjMi75 zJzGamkX(t#68f>vh%^2Zh9b+MpXDc(ZC`juR>Ocn=5rJi1RVtRr3K8_r9N&hW3$&j z?u3>@HdZmV_}z+lvhU3%Kju+u%F#RL9Z`X3?nt;&^P=xI0O2>)v0NoTvnyzovfIvA z`j-#|VU4PKp|26o@?cC8j!C7atx)p+Yv-oHL=v64tGO(g&=N|4D&8^~6|Y#-SiL0dhv2Q_V|X@0~RIxzj|;id`0R?QxSfqwLAm-!Cl zz%TTx#J&qJUi?d^v-OnQRE**4kmFS6I+J9uA(#PDkbG7@tho9g8nurYi?bXVk=24w4BEsb|tdBK@#Hmeq}ezgmrYZgz7JR zcscslI%SZnc`06^Way=H%fnin$q=)&a5r4eI-a459U4r`vc5KWrH23<>!2lY>wM=f zXu1xN<`#CuA&bJ7SpcJNEPV_h`v4sT2+?aZ4DZa48!gMDIakTrYXsd&VOdD${{)Q- zllsY+)nFA#(=|>CE-mmobXK_(^)vJ^<5$ju*&cxS z<#6bZr$`jp&S?trUqGzSD-???t;tWgZrjERE2)P7y?j|7lyKm~ft#831AOmPVe>)B z%vT`QPo!8RE>oQ*E(e`lNNT>vR$S18;8|;}bD&e})_HuyzcH9+pPI=hU=tkt#Dj<$ z&g%b=T7h(*^WPyYw3-hqnT)$UvxhT*4fwJ{2%(lgDI48VPPClE2s{MWpos3SbX z7w1yOC_);vheFRI@XS2CuHCK+{(@_2w>Tcsbu8n%nGd;Fr*3?Kt%!~^W7S-7<<@td z5i(WorTV^ImtCjR!2J33wYqeDt!K^7C5bF4;BihGM``Wm7*hI_)xHC;5ysCX;SQXn zKzXh?jd(3 z*m{j>p9~lm*nXJu>mo6d#G5-T$sTP~C^0@)kTu6X1bSg8QqU(wE5goi z-JO0o`2F8$;OU7hio`Qqgt?K>oeb{9V!RqVLZ*Zy8?bUk_2 zaf{Z4p~QCI5eyFlJJ6SNDh10!cnM?^NGg;E1ztnlo@kxz^7I^HO64mqF+}F3hVC4K z(&wT^K+Bg+2fzrob=FB~5mwc=hSiVvk;-Zi_-(q0iV?rQ7pNpE;!pJ5XheB@4{-cew5f_bQJls) zQI28=qKo1i`+WNI0Vr|7h4FfX9=_k+zD}S`FBlne_(1eE~1^` z;Xbb}qb~tNit6&7V0`xNhp||cIfWR#p>2z#Xsnq=SqIuJm9A{thZVNTz8FY$U8v0t zjREKfCe#&t>E4aRZ`PR~#GXaVAjzbj;(iciHw99A78} zyAf_QX{kz;o}PHSlfP*=;oZ>VFW??nY|%#b7-``4GiMySiMrfa?BN0d3&xk*m`(_~ z-Z&}WLZE7{!a7Hd1{B}n*P7~&2y1yu-Zp}u0CJ|%iHEn3A4CP$>iLSRJFRBNvkbtx zHIHroV*yf|Yrrudk!v#1Qc`epiHN{4DXr;(c3A-VcG|=rjF~0#1ZMYM+v`-#h>N`Y z{cjvY{$#`WVc0-{pou;~o?R*)Y-i53)1cgGG#>GzxmhK5PUVNU_Q-3-J%Ub=s3*w! z?hX;n68$JE296s7X=tKQp!53wskmGtp!hk^JI>V;V-Ni|3$bwaBjLG8Ih6CaN9h|^ z9;e2FY+yya(Ycb0UbbBlftzk!5_f2#DGKaCq~4k=MsHjN>NmIgNodkM#{~v5;Re9X zo`)PO1r&O7$_Drx3>nXxdA>o{m7sdJDOM0R-ub9GH;T&`nTPTX(g8+v>KIHkeI|5? zniK^%j7TbSWsb!tw=S8Nw}Co6%#9QGU+DS_0STD&iOyUNf1&E}EHMLIX1}(`H<6(^ zKK+n6l37ReHdeM&!xl{QhsB@}U^4f1^W|rkxdW|?j)&$B4qG@87bLk`M2JHrfXS6> zLca$YJxqsz0FumBeAU)6wU*Q;M`Zi^!z?=5Q-{}>M@;|mBoh6q~eF(%eKHGB~dtIfa6sUu?E3YrVO={c^QnQJ}Z7uj^`OwLBlAX=kkgEYRV}uQg88{pg_H3E!)R`uv68L8mD0wXp^uHsgZ-_ioVS7zHB^UX%o|l z(EGx*g?CQPW5-*PuJI_?ulk!2{~+#O;l}SjjvEd@28%LDa@hPQn8W-X4Y#g+RgU54 z4ryHBZ_58q7c;12-%WmejKwdQa;;O~{iE>+9Ln2++nnDKFbwB7oL+Nv_-^7phz z2=MgEdf6^}db=S`_No<_!USSq538bcQC70&y2m}+;M~R;_WFT!?+0`l@w`c07L8GN zn9jBx;+r`-c=Lxk&-+;y6zHHSC2`lu@)3{)pqNa6mEtq}0$;x~!m`wv!C$(6FM@G$ zzg@&Rn;5&m;;#i#p_dzUguW;7r7Pg2kC;||t&OIinW`ccNt1Hv`^0H@%+p=A2TxXL zKjOWEkCRD%E7;!DcpX^jzhB{JU7u(z*5gthj8V+)x8+wp^QZS+Yp6BHW?m zwTT7+$T?on*mKeJnK0=tX?h~1JwZHb(5xm~UCB=gVVV#fAE@Ce)?I|7fVxUuTIs3F-rmZCUP;O(gIs+4jjvi5Pzx(#tG?&uBdEzp)sGCUEE=PD;mReDKCqI067cq$ySp|pndD0IDJ8|Ye4^63sft3x0 zD+jskG2M-guzg{D+)0*g5t`0B6KW9DyJ(oS(Wu%WPdpE)yGZHEe2n>@(faB%sT zeFEfloge}Cp{(!+pDhPPKaCzz?g{faR>^@^9yckty%S#({&517!kAv{O9o45KG8B; zWJrnB@F+1AM(qMNSat)SNn5Hyb&6~u&eoV8Lb8%SL)9}D_{Vvgm!as=p}L)8od z>)l8d0gL}F)-?>DrVCD2ZkEXo8JV5niQwtwNUMq7YFjvx6ZiDFY-t}1rU|^M|hxd7o{=DNbQyfMadNp zd;-ZOa98^JmV1rf3Id@ui{VELwk-NwPv^DEvlIQ|;X^7*U1mlM`0jW8nt3!VHNvUU9WuuNH*pLwO9QT_276LL<6N*z+KyLJwFuE z4FLvebpZ?4v>+4O%2@v(zxrCiUrdFvM^NO5zdVBw9Sr^CsQ&Nqn zoEz*h1+;FPV8Yc%3dm-miHWH#zikz|^z z2gDo`^7$QxJ(V^~F5Wr|P4!}mmI*Lk<@%h!5KQtP zC-M*5=-0@A#OX<(5buqgQH*KD!VORMRPPNT=(@n$Awy>Po*VJK2or#W!!UpL3#Gq| zakcre&b%HOy{Vm?Q+7YvN-MB(c&KV7l6+_POE0W?#MlI5$MXh#rH`Q~5FJc6IO|-j zg4Xd7ih-zOx$tq>e(NVz#5&q0@d+TAI|3tRl9mS6S5Fu`-2d=xH=>`RrN44MFcr&k z3T4v2QnfQt<=1G(pJMx8Yqe#!)z~;iE7zDkcLEeG)4#}4Ev@rGKEUNGIxCKz#5b6- zZY~c3r|~pr$(IGFI85>+dJ((ekWHjWjqluo%QYkT>B_QQJP&d?vI7|19wveaChf5u zMc68%<^QJOS=gf^neCcf-U{4VYbVNHf?My|?D$Qi$@JfDM#k#;`Zh*&hT{4Xlf{t( zed+vf{KCCT@sh0tW5a14ujB}80m&OoX1b#jR3aOw>TC!a0?UEk@ebb7E7)L!S$ci; zq(MQ=<;Eyy69i8;+dpV-`Yn025{T9|N0SfS{-;8rctcEL@H(6=KNmxt_NrX z*%V!oF2nop5d#28p(}ttVQ}%>U^?7tr3#WL*sbMTe^2T5fb4dds96In!|?aX8^q;4(jetT4YpM%1$ zEw)Ml9_o(O$!IzfV$stspqg}rUTbi*UJ@;b)CfL50YFT~jERc&M8(p9^Yu-tTH!N; z3=fEK^i(Z69g{yC>TP+k5VJWDPYQIw?MSQ6S@%u?CZ92W%{VX?01Kykz#fU;%J{0@|K%eEWX*_X)|fsGYb-91UiB1Zd?^mDcr!+0B6QEfx->tp z%D1xs#ZdXVi$MNE68nvs>`n|{phLc{`ZjNxo7q&So~3o({RoT^rvq8T+Ag35j;@#p zPwe>TaC{1kaJdE!rxDZ8E2j_;=U3hbW=3ax2JP_LaD3u5>1kGn`tA+*4e5TC z&KJrJli!*Bd&T;04|kPIdS|kRHr|&nfErVr7sCiv?(6Is{+0NqksDu%tNPjp6Z8@! z0dl=PrcOUp%vrcbp5Si0Nyc$cWnDu0BRrmd`#p#RhU_-A7@VlXz0UC!chPelTWV;C zb)Xu<^;wq2I+vUP^=f-4P&nsuuN$wW1XTd0bUP3Dg23OFo_IH94VL)q7ZEJ^$F25j zEgIZ)OdKYOe=UGhIsPUr&D=Ut`6l9PBkI zwo1jr`8KoP&=6mMFHwD6Ng}WLz?TXlz6PTuPjo%5Y;Zm`4n&4hp(gUeh=g&w$_K;n zBx!DYu`q@UhS=MbE{(%bc0t(!h(w7Rhq`LWpc<5H5wnA`Dd=KP{`EFm?+mycRa&uBp@&{)O-*Aa#P*LwLbLyOYp!}%qq zGn?)Kh@>YD>{^UuBBchB1dO9vix*qI`K#!asN#zRf|~IY9G?b{0JszaQw7Al%T;!( zyXehqk-*xcMJ%l-zdDhe*QB zHayQfl(Psb9!bD(?nD2FdNNq&j>1Yeitwv(#Ba|EAn9KfzC=78{J1%hn1}y4p>bPn z>N}-{k?jUm+TuHMr%N4FV5gL#E;T#7d#_n~bY8etB>oi`F!D|~3~l_yBu^U?RyUsz zJm||zh^KFuIr$z`J0uuhB%|t+^nTsw;2r1k*R*1j8jd^9_y8?$b`U;fjdqJv5;_@% zKu{{k5)YU*MJHG1LjM`Csxw|77|7AmSM&?KWX_F{<)Vo>B*4t-$t)3F1mUU6r4Ql< zZr(5W%JoqQ;oXnsleJy2GjT3qS6y8q#N%@z^T~LUO7={}yBW+gyKPH9d*|oXMsKM}a-l!5&TMHFgAKN(F~eBybZs`X8HHOPN52Nf z8ArpJvs5Bur_`;T9iAPLusHqKtN14;mRfEo`~D=Nyy0#EJjtdxjNOe{{Mx2Nkm>W% zv7lP*l(5UKTebVd)X|g; zX|6aId-iw&$TUT(Zvw&d{1{Y6z;5)@s!IuHKV>0>?EiJ!NH>IiJ1km_aq8HC(X_Z&4v<5WR6~de}47V&*Qi-Q?*||!WaIjn`Js}g=soFi4% zyre7Vowf9t9O^gq(^32zeHbje-1-^@G?0#ZFU1fD7(B2h!x+?aXBhskao$^4Z+Pkg8}DiqJ02}KMA}=&FxwS z*YBEMS#dJ0OSc~m0oIay-sJ6m&0Z(1V9xbiLxt zmyP>&T(&LXS6IoSFy}eK3t&tcG=#<8(Wt<9t}RGfN#Nl zLL#Y=U}W19+F}v|Q&8Wlno!@aj+vCRbn&3Oxd`u2UEOBeGra%QBd&OPv zXl6Nt48%;k%ivB1^&xzzaEg->qX0krbrLe^b_Zgp8F~B0=T-~Kp`nk6oN6;q$V>ew>*Ng$pZRd_IbQcoebcMI z#HZqLEQ-BkU0V6;IYCZp&lc4XQxS$e{jJf^I{L%0T$4ka)sj@D34MDN|9rye2(5)2L!f`^3#}Hu0V@RMHuEUC?x@tH}W$ z^xt7_3?sr!9_W`9@E}BKDI6TRtAFDa#S)z8{H6ITUgZCflD^(pNB-bN#zUi3Ql96h zI8h;uE5%_)8;o<9U{Ay1@0Ck)wm`4IQr6$ z4{zV~U?Y^N=i(%-5+Eja-QY0aOrG-eUXkb!Ci0SqA>O1lqM5`SM+oFIp&+H$>^ttP`gmA--lUz z2pmIQ{%_y{>=ZfyBF0HH+e@NZOrdJ%Wi;x$?|xidP!@AnuewJ-eu zSOMVx5)C!ol)pTm%Fo#&!8N&(gJjk&cRO$ z02d)*QX({lSdeHsGTVK)oux>kNvoIWYTI)DJwS;E?_?019;%NAwGeTXf3Rn2|0DjN zZP(cDV^0jhzw1;yTsIPmEey!{x7 zQH;TLLhw-}{}p}rL!>OY6t_VcNNoaz4uX)@MovrGkz~Xt1UJd70B-gCo{K4E+Sreqb%MVyIuGHzy7ke%`UP5*v3lA;yCf&I^8 zEZRwd)wN-Gu?fLfcJd)YLtd8gb-Hr9J#J1(v{OCMM%Ik`4%;gAwIyb0I9}wYhcgo26?AvKZ~1YE%Ad) z@&9TwBf`~jUQ$pm-?QMnH=R?Dh-0)Zo}ZHwCG}qo2{<%b{2xV@5?xdf>tsG`e19Zu ztQ2vKJu|#Bn!bg;h69c!4t=$X>C{SD^W%H-+b)U4ii2a^pWbP$Sy*tF=~k5H0qmrn zQB^IBiyM#k>yB+O@8WOab`Fg#$gA{xeaGr^4JRb3*(;#(5))?4dEGsJj=A9(;kB^= z@p{9rYOosFrZtD#x$lG(Wt`a5A$97x1U#jRD~koN(~d_CsMIQ9WkuO1nr!?tT1T zA*gU0JJfn|xct>YZ)o;cWYouwcTyd#S3~o=9(atFi)3`jG0GRWbBHs2|AsW?i$++w&e&Z_??szVBax!jPD0T5aj26=@LC$VcGRZE^^hHYlC91EBtZE0n< z!3PLj(fpY9!<_xpDmmUwm_QWHbC7psa<8Oa6bR0Gotzk4q^ffA_}0!Hh|K}={lTQq zU=RQ@SH00j-O|%ymjaiNpGf!B2#zS40E6EC)xFTt8|{ zC``kYyKd#yB|I{R=}w9ku<9?}RIYJXDb;)Lbxr3IQCPExZe;MQ`oc}7$fbG=JWI0y zI7%D7)F8D+hw*_n`1iLxcd7sro^KyMMeZMlOHMBe05-1$bAMOkJc4(nqda&Yaw)zf~gYM5O zt6E((s7x)}fF6jN3dDvGm|{?Y=v+zX4|S<{{egS9?}K_&WZ*?7Q(Gh_A#AM$aQ9WOxrp!vWbz=rrcr)$MFk&1;lcVX`QGXZycuWW=MZhU|3= zPQWYi95$Rmy0bs;A`B^#?po6%f8BB!MM>bO*pm~Gwc`>~X52ES3O^H`G8kr@$5dYa zkdKgig?SHN^eY zZMF3s%gTQep%zV$It11|pZX9SfI6&SxdMYYpfcCG!%LZjH#aO(VR;tKPZVbCIb~4B ze+VjP-Fc9Tsw2InTYyj$hWc8sWvK_FYWu>TXF>`d=Jfjp6&E)-WrIR63^v=)Jsayj zqFkFr>-Xr=5|=~UoxYTl`S83*;d7&M`rb_l;gWvet|vw;T8^Qw8mC!#dFjNZ8(@}I zF-AP;*RgZx10bdxTl{rr+mnS$*@MB`hWV#`+p0_vb`XE)SVa*bwk&s8#N(5h$jyY% zfV;?J3J*hx=S}MlrSld&|2M)H|7hJ6P~7k18<~)9)1V~~l=l>JFKWDvUsT?kEUKWX zqO93n?j3g2iTE@v0E7H3NM3Z6t1|c(5-HISnQE(!+nx8`0QhNVcH*|uH-7R~n)#9H z8fMVauF0uLm!7Tqlf`(SqspZ7Lu+pjQ(FMY)RW_HLnJl%qBk+ddJ@fxPLJvSw&_Cx?wUVDl~yD~+5**Ac1Oa9 z_d{RpL|1rToeKX>Q{ufZ`j>3|j`N_vZeNqWE8Z8kcdnbyD`2jf>{{sj(|u*E3V~48 zD2~Aakr8h00CY+s%?6^BzHhze%unhk%I56@3ZvFDc_3a@c1}Kf8&=-?KHfvInQ9GQ1025?O%0J$cyLQkpJ052zBM`vl}=W%d@Px?Nrc{a z0I#-AG2w1|*>JDBiqkj5g|u%oV2dCw7C|p|i2>qc@ZJ{6oh2kkzs2O1dRn`qpI6C@ zjHWT{aR{^(aJKDypx%*+CqjOHW|>#Va&RR)MYpO^=BqJgR=BpG?1X}&V@(FWimJa) zZT2SphRV!GgOcHv3o^G3dtNsfW#hj=zU6>2{H^eEaW8TVXWca=jB!aR zN_2i|g44ps*%?k!UT6j|6b$XhQ1KUOM>R_|Yem>8lY3k7^Gd!V1`sNo1_yR!@|O+x zpMyP3rk?-9U|t~5Q?8zx?rG!^m4F$uUL-hW;Ng0Z<1-jZ3rT_0mb}ENLbg;2qM=r| z&`3asmXG8uB&nP`xTg+1A3G;XoC%*FeaP7gWY;9gz8j8b(#A*0dMzduk_!M%ZqgM+=+&BlKfE;+B4 zFpeF_zC~fO2r=i5_FBT8$u4|Yu~%q=BrR17%-m;@T|bCP6sk+c&F$#G1Ky^<>>t%P zd=<3!O|{DVl?8_jXH^dLlmwT3J0EeE`YHGP3Fa|`SmoIan?Tx>uV*?b%)U{;B$GwX#L)3$4AN}0X;ZWL+pp3A+eR*6z1o> zJ$u+-2l+#wN1shP52dF(S5z$DisxW&36L1I%q)#eb{2fvS9ve1Kk^~amt~y z?3l)J@I50N@Kt?`D9jH-RWCe#<`u6SB@?_-czf;+;&}U>S*&Yv0VyLWrj6G)2sFO- z{vYwL1dvblbyWNRVhKT%xa35Oaz;?9O1_U<;_Sf}1e_b}=LQeN3>}#m8-- z9%VN>#@afIe$EfuZvoE9@>qm0DEo}Oj9s~f_GEQ&FADJt*?sou-FNJ*NW4`o%5VZj zt8~_;z{r66-0!aBIaH-YYIFD8DpQ_9_Lvl{n6-trA{6ZZa!?@FVjs}6vz*`}3EUMW zDNEA7baz&|N2%L%f_^0g4qTLp6VHPFy;F8~y@kn*8P^z7`}E}nh($yn3TrySbxroc z8nu<8y!Wi5ih;vC3{l{REMX6nY~};Mj0=XM?sZ@|QJY|Ny*WYLD)`U1l#!YMcvBtq1Pn`=h$({rVO0mD zHbN#fj9wAC*o0fCc(S(YSet7~3n=Mig-kNMAx?A}Yng*Z56LcdDTsw=x}Gf?JuR8p zX`65BZfa=RlxbXHONmHylk@<|WpY#B0c2&PMA8bTvoYH)JS$u4CcK{xPnL)DhNjFH zv>x8t^L;}rI%}ZXtxl9w<3l7+&ab87O3OkY@%{1XM?W|j=&d1bn;CS$#u;5xdhp!# zxL6CB-xvfTlEI}da9&Tk+$M9+HD^dfHrx3_V^!I#!X^0vu%e5?DR%-R%ben*Mx&uS z+4RlWHY_>;#SD-stpN4 z=b-APMOU=wNAJ~C(@>e~Aayr_D6gNF?g^qzRLKF4A`Q^hGH1`5X+&N2%R8FhX&{7h z5w>eYT`H`=jKWDn=dg71!M z{3B3Td9Xiq^O2@cLRck<3m58}pds>v|FPe7(~V0RtTG^)zeJw=5o?et_KcrSrWwHS z(zbnbFfo1i4y#W4Q6JW|GXd8asBz~rWICfK$6V6642Uk^dm}P~k%VQXb#sBLYEm^c z!ZBe}*5bWR)9-_b2!Hl}NU$bTUS~xJ^!~oNiZ-VjDI(j|j4Sb@PILyaFZQ#T6ch-t zGhQR_uZ)YGv+}Wz+D9hn$8bvT*b}1s#;PK&;uf903dfamVOi+&3@;}Q#z+iZMG^E) zKx?IpyT`Ee*h}xYag8i9sS$YR*Oh>e!02FT0qrUHh9*8^#s8g0CU;)*k`WE&k9pMj z0-3@bX?|A0f+Mt8nTBLKJ-iQG(M%_01W@%4#(X{)zbfu>zuOzZD^V%7ij%4)fd5_+ zz~lXD71P|F8;S);#BfvO(oNoX5UQ#FOZesoI*s3jvsPD9dc2ucj05gAh>4RdRLHcy zM;ufS&4zhcRlWU~#Z4Qp-~y|yMX=-&;eS+t-ga{k?<;6WoK?Z<);8y0Wit3sa`P>E z(WNS`mCD#7_2da0;pQOOX-QKU+ZXzPkj4vh#5auOZctV6vRtkhTs8iL3P4rsRAac} z-4(}#dg}Hy+kEZ3Nf@Y1HJg^X9oiIUIN#-DO}po7$A6PFcGLy)Tt^qUY3qF{9ScO% zqP7RR!Rmpf>zQJ+Ur=&qqcb&XKsR&a03l(=(Xna%(|&&+^rxS(hSfT z?F)*?blAl~ZS|4ecR+2xf-!^}q6RgyY*3eF4POXmkyciS+H9;VW5>4rbi>OEbG^&jq)@SQm2)DL#MQ&tMqdoh!*lH{g`w@s;j5rpA9T{T zw8BY76iHzj_5tzk>Ib#tJ6Pm#CZjF?>2<_Ha~m3WLNYT%#IT`FX9Uu6qj6xXqiw3KB1L6w`2DU(Dai8tx@6>dlUy^($$q0R*bhz$^4CqD={qHcLP z(NtQgU_tkUms@oimK@8AGLX$XmzIbV^)4b+s5;vW7Ucm)= z6EWMAgT!vDa4OOLL$9Y{=A)uM&Ve`rhhun8+AMm*mX!Srn7VhRr&(U{W_lD<6&uWB zqg7tvc0n0>j`R#4Px#TL8&r6oF|IVFpnqt+%(HS#tZQDCIwOoq#Ip63NV3+jBm;@(Wf&5)Mw%4;9`dbHToaB zeBo@mv3={;x3|oC6Zv<+yQG)n zW4fMsX(wSstH7ZWGCYfrugr3Ajko5@4~~TfyhP|%1f3b=v;D|2|8JXZC+uD5K9)BA z*M-YVH_ih9;x%;Ts`!!oxdUI6RwneO59abn`QM=$NSfVM8JIz-s>!#h;{I*bDHP4s zL>;iX8g+X043CK$tHJ+fp*TlWxl%4k`Nkx(NiC9m!I9-27}n-ejOqHwS1a!&{X9}< zk;B4KYn;iRhB~RS9}k^y6)~k5E^a8z z(Sn}oLkZk5tW>ri+HqZk)Oy|7an4r&dV8o09g>5`SW1U?b zr$@XmBcrj09b9{pZ#6wSdMj0Vm5k2>7n47uC%3~Sr0>Za{5j%oB9fel`C}{x0h{;V zyy|wn%=CCweX-&smf=!S@kXwQVu*gm+lrn1;qiy*E?t#e$0*x^&uIuzux{SG1%R{| z-N0lS^$h-`T6m}|;KA$nTafWad!3Bgr%O$MTUQMJnac42DFm&euFVxKxJBN3V5xat z39E3~$uwy+=YLDN?HnVV2lDlLsfXd+Y52qSF;{uea2G;!Qd}|7>*vEo`g6L5-c@DS zG~g{LmA!(AttIwLBzkH?$y_&B<&@arMPh0mKT772 zp74#_M@&-(>%h=}Yk&)9#fE)LVk`n06h5U(psP@ZhFue&IRu)cZMD{jw=2bqHxyfa zMEa>!t4R2U$6ewu_{sWHj3HCy;O*5Rs3VXu`5gmtU(pmhAcQ1xDO4dbgfmmkgp})!@}u zaOALvVY6e~xZjxuBLQP0NUEpOp{8}W%6;VQR3yJz(cuQ1#5Mq_mOju`T3$^)9kf;q zuZCrhGQ77ESA6D9pI#p2X!0t?@=bDQgX~BW?OXJp8~%gaVb;ZL9c{pks(4=A+R2f! zv?1W!moz1@@LMvn8HAWNo?EVZjsck2N&IIXwil4XDk~ko9t!}c^j>m$n*I(mX#EAE z_B~$E9LmiLXU<37Kw@Xz&ko{7-KY~m=8ZYl}LG|0>bcdZF{xQb?y8=^y{+LHu9q?O)*kYgq6A!2G}52|@s1Pyhhv(ggro zy#Mvg`fvIFynz0l$^X6nk3=f?|Mvfr`2XX2B}s+;6Jj(_{;&TJ|EC`S0097i{vZB# zF#pwnLF+@&{}YF-4}}1r1Hk`X3=klO1OWRV@8%2oUr$A%Cay%t$x6sTsG=-G=wWMP zLde1_>-B$BF92mT!xuo^{{^6P$CMZr=s;jJ)~r@JOdw6b2BL0sq~Ux>e0xo&TPb)2 zXY4C9-Td@-qSUz0#Tsdz8@}jj0;P z7rdO^2|WY3c>bd_wwp4QZk&E`VOPLI%~@r;9%83!S&;V+~EE(ZWl zRZAb;5}2I4MJ0+YZo|f%87dGb|1^w+-3pkiZun(eIB$fjKj}(>&Q;{fiK4BwnVRP$89NOn4d6q(A za?QPIh>_Q;uc{x~^#N8!WcYyF{1npO+pFbP$DeucDGi zLcBHqs=#-B*Qy1+Xm;F*YOvIj_dKVpCC`X?ixN-sL_8BT2`+4?Vj}g+{A%r`y{@?F zxvGM>=A1oFD35p@&Y$k+F+5eg<3;p1L2iC6qB%VhE1s;Zo2gRfdsYbEgc+cusEIMu zgEATu5B@Y6LORaDS`TWX)9j-QA+pfgO7a>Oo;h1;xsqtg3Bnd%#OMdAxciuT0#U^J zQ;h4zGJWS zWU;*D0UUdVWINs$zTAgnG7OL1Vd8K*^JdPrsT3DnQ&bGwMX{b}uD8C(lZ$LM^@E-I z$gT`CnCij?E~K$yk`>?X`7=F zp|gE?EOq&4aKHaZrkuOB4P68n7Qp&PTi2QA*1>Q(v<9cDsf;-g*b5TPB z1v&P3mlk`=tgKarcZx3922spemybdedKho)4-#C9OqsL=LO11q*%;4YlwzIUgBs z3ih)if|5tpEgsl52aaso7wfY3tUROToC(lmdY^f7Z0$;))!`v^uEb$L0K}J%INMiy zCjtp79qqeA_aQj;kf*lK#X_*?vRZh>8vb{}rhC@FI!z{B#;Hu{814I~jwH zw>=d=7SIGWSGZyGXi=x+eh~_N*Prx|OL?B&Z#&G;)XV_YQQU%XI`x3Q2y%8r8|_hM z1Kx7^0S8_tn2l<4wSl(EpIKlPbVWw>^fRAQ=W&C(Y#N zidO+26y^9WjrEC?uefB!LsYP_jJdri-x*>ru}$6-=N3zMMQzYKsnZ1vr7xCHyZHDz z-dE%6M$gBWE`Ht75GPQ`-AwmSC+WP0c88}Z(2_(kR+NA>4dAF5w$z-vL+5`fk|~kL zWbZ9n2hksGyWRvA$s3oJ8~VVLPO2yy!D4%dwQcCI& ziUX7#g?DT8(nn#y%wdXV-S@Umsx?T-OY}0&;4i?sKPwm@El`ilv9So^>HtVnnU>Va3el2FnVtU>ydE0^gdYrBjpQSc{L>(uNbhHVu?~ zE}>3l#_!_~*AgS$XrFn|3=v(FEVE)oC!nX1+@IADA5>4+5E)U-D3@GNn4vVivBh5c zeIwl?L{>)Ltt7S9S$1ORPP2`ng+v*<~)yo*bH}`H&_$xUW^Cy+wFH{z0OcI>}-hmCn z#R3*^#zNqfYW_AY+DZIT)X`D7UY)z}h? z1c}SAk-EpUk@upc43#EF36=fxO)o(F5sxe=iK>&RgN>v+C2{mkC-7za z@!P5ZY6;4|=w;=kxViVLWT~lU`~tgvuW$SY(02W{jssEC*(}#N1xtEtIu6brWmi9qlO%z z?SpD1-|CvZ*~|~#=kK?rxvkv6kMkA9B{#ofqNcPWOG6+>kj*v?7cElmRsj1Q4S4iwX6d9Av@75R5a7H#8i6n%s6 z4GlM{X;77D9kbHlJLvM}#WF%gi@Qd4@ASNjnlA|49{#$2~J z9krJ`Hdott6b4;_y{ow`MGEI-GJ-?^o$ep7KY7i&wy*7a!aVd8wt|BKSQdb5?S zdI!P*X)@qCB3-}QN>4N~cUdS1JoS8=^{>vH>t0f>@)6=MG^xYVSn-TbS1Xbir%84$ z*_LjsBi8I3fnk{BnU3zKLs|)`^|Fc`oGY#4+nMs~NFtJa@y)*9IF2Gf+D?4O@qodW zU$fphEIY(?J?^`|q03LBxDr$^)%OtEC&U>BlWQ zcpeAEQZ_&xW_-|oOY7fG76aNM?))~EUu|mvj$ig&B|{*qUm(EX8cA`av(T35SeP(@ zD#ss`R%$W@yiF`O4^cp;(Rugg?LeAITbRWw8)t{?gh&&%ntgAJ$ug492B0*CvF*8S z`uJkEa&-7A{TiZJ4cY!BcPF2K!xN5L@j(``!AH)$g(y4lXrjF`MLfAL`~Em_^E0cu zcKBS-)VK?mii>jeu4?ago~7>yttFUjJkeQP~)19~Nm$!NQ z6q0Ce>!*0X;aN0LHwBg9r&`qFFDof={)`PoZ9l4vEr=0du)_Sz-k~a1;r&LhQ8C`= z7IXs}RgkfCVg{p{l$L+{a~hA)6q(cWMBHr)Ql zgcXYydTI{Wr)0}z1eZY6k%Dm z*Fl?U>#oj|^(~V3iI8fz0pTWWM9Ap6`#s^=$diHu&(6&`4xYmTWFESH6t(lvG1S+w zBA+3_ksO@~1iHmt3eLO%4o8=U;x6zaCy0Ksga0B9l`?pczN0VY)zJn?gRc1mo{g2F zDv4K`!rH!tWANDmqSX8S@!XPE%o7$OQr1Z{{dQ4|wAlpd9DTRiR1b7pbsf%W8Ypi* zS}v#7mijD$41X7sud^4`prlatW9KJ&qlHf$wU;Uc#jPGN#%#Ncut?*Z6F$~ZCAn+ zK?mo~Yq50~yCPbDE2w(@ZVVqImHk}k2rN!Akyod~PK97!7fX~^bWdY<+*kPtq_?EK zO3cwY_#;_kV!1#q$%8{pA0NtVTs-Iu+!38{3N0-{Id+)Vb*AL+Y5PN>istz$F25a2 z)S`~0mZJv@ubka*3oj<_JbAO~(ev6O^t)Wk^W#tQjd=teN0o)?pv@4t@2gQ9@3 z@0L-74GMy;8~2kKW$!}fywrbt`bs95-F|6V2b!rg6+58O)PmEO-42irnV+8|$%f@j zjAIBxa{B8-R~idj!p?o!aO%+hEb!ueH@O7VmaU~2}L%}3J8CuSbR*2v$pA~GT3e(VveN; zqj)USh~SEm*!rM)t5Yw(rb!9?oqK2rGg8yP*8B|fH-pAvzyRf!v}%vYdn}t&+oskV zp#Tns9B8cMx3}RG^Q{q`JMiduMpNn~0i=X2#)}%$1HQ)xqOWO=peN!RD-?F6D1XX1)g)*@x=sKl!byao z4L&Q5Cj{D8Adu`Dp_*$ZSrp3x?9fc=m9o*E&`=gJYH1F%of3s}N#8c|q;u?VT>i?` ze3uf2CT)a~(4v0!>(2N~hK-~ZrP^99?Wz$U$f?F4y^?{%911}1H<@V?B8gA`AL)9eUC zeB10{#^r95fr>C-x-<`6vdcgtsYV55GmZ#pycNCY14~rE%hy(7`mrn{Ho=wNd-V}G^L)LY z)?wQZ^m9RN;)PCLb%G~zuhp{<5Ez9!lyi_wY|}-g1WK5uQSM~ z3JEwzL+V^PninFhjbmr{+K_$!Sf3KFm+%}O^^-VRC^m*c~4&UP?QVjp1-P#c-WC8Sse<4CjD+E3ojhC#mXDUjd0Hv#85m&}EDRsZf(Bv3(tvuO zG+$SelFvS>y*^=t!ZqZF27}9&Kae| zB@6?SX2|e`aMuap$05IGebA6gJfoF>K@^|A@S#rQecx62s(G^k#c`EEF_Eum z|AE=ocb~hav>0MRF`5wdAcAFEV*Q;+GLxn))X` zC{ftc!P(`Cz#%r>xbn4cZhTqhR|>{nX!GchiQ#BNH(d-_q6xo+QX^_e50X~C7DV*c}sPiGDs*t`~yt1Nu5FN()XxXFJ-;?10~3&SO0Y zY6(gasHDZ+od(-levdm^PcJ;$9+&#bWlxQGQ0_Jib4v*8)f!)& zx+-iLDemFu5iG@vj92@8NPj!)4#d3Z&vXzfKiqG zu;Hny?DmEAHY7ZaN8$<=x8=sq!ybFtxWXBwb2QF~?yE!jyGC6=fNQ6wIf1%sQigEX zE;nOCxU^-F49c|V;<$&&FLRXnzj(WhhYZ_fhyr7 zf-HgfynN%xH^CO^+$SE+gsSPQeDuu8!UyHt;%)9KIA`c1{nQuoJiEcn@wmRPnbqY? zB2J~Ww-_PB7-#p?3WX4JI_Ji{FE-wd?{Yh2MB&T!YwdB%!VjQ`VYVxC1k4y)iDelA z$lgSJ%tgYiIebO1+1Q(s6l&_REh*>DntJ5jU1S%WR=oV2@$7h(Sf1HNh4%E%U*)sN zG#Z=FSRj6T2rFSXRNm#aKEKoc(#cHkhbsmPA*3y~diOWu>Zb4%^JAc~Ma1Dtvp02J zv)5yi?Cyt1w1XEXf=mpOu~m!Ofg}JE)%(_vs+hf#ehD!p!jJ=w#;uZnQZ9GXok~(^ z?JQ*r_QPG1+f)uc#E%wdGoc5|`#BCJWs@N;Tj_v{)I8W+aJ}5dEHJB z7yFn0pvHj6rZ9#?M0>*05v}Gt5W`0|eU5OqBcqsjdqNA3NEswN0cujSlu1%;wzcLL zR9(KU7w!l73K{h4;ja^ov*2=&*Zx29&?b?TLxIBJgs?vQ62%`}N962mudA*3E`RJV z{1VOKqGU^K!4_KV*>7Uz40N=38;9kv2RBo#!o6_b4$x3r_T)jO#lkyHgA!UM=&Vt6 z$!d$X9DCu^)9^(-VpV#K*dUsf`I(!;ZugR>P{|DtQSpZ2`g6{5cPWt`Pd*6v5LJ&r zwX$UN4?^AwWyMCK`d=SJbsLryt#eKvkIJAbIq2d#eW8vIj(cO9%aZOUQ7;HW_Cy`v z?<0);c^L36!eMhmH_K!6?f7#VIJKELF)^m>fwcH#!f6_h7aWa#7pEc*fmBsfQ|C{YUV3}3{SrX)0fA#5(@P5>Tdpd(D|TO-pw}W&i7`-;#`VVXY85-d zOr94@gZ6nd+B(=2kw0^}ZqqouLa*1rp2l7&w0*yT2dz7ua)*V{pSSj1NJ5_XY?X`2 zC!xJjkP9jmnv|h@u{dZrO@O)Ld8zN^T#xrd$|fV=g+@NXNxpHpjf?kBK@iVg#Nm5Y zhdE^yL@PlX_W3F;IO6>E3kEnDIa*_{t=_w@%v&+ZnLF-}YRvn4@NG4fEdh|lKTAW+z4^#JH|E+Ilw}~NdbEG@TAnoRgO8kCy3#-IDNxCVuhJ1M z$P8q*JUgrV$SG@Wa+kAfsn|-eW*<~$3!o@ho}?&hOj4xu6^)BtPE4UvlxV+LN%g?P z{;0UBzP1^dY^Z)nx#c-|fQgQVCOOww##PSJ;qjSybm4XSPo7TPJ<%r4ug2%#kuNJd zCc^2N{R#w<_so8E7EjBCOdqdu6eMg9>(oD}1D$Y=X?7iRy_!lfWrmAoV5DhA?lH`l za4UjTK@@Y!Iu4*=R5vWwwyR&`OxT#}p~S~?Hpyu6&1bVCKfZI!l!A*NVB62s@jpsN zT5zSYLjRQ_r^@;R<4Iw}ZX((ZmKxZ}_iZmpr|9_n0R?Y}HXof8EZPwrV{;ZXh z!M=@Zm7}^|g#E1YOtwT1a^xAWt1-f!BcGfcBZeKF36ADS1+3V-`*KnvjzXVp5~;Ss zP5VoB#I4V^esHFC;<@5hk@amo4h0&(UL<8nn^A8a8ud=eP7`ZO2(Wf2dA zr_=z>4Aj!Cfn9kN`ehMefI~{X5NA)ui#b6*Wo%kZHS~p7w|eyjQ);qFO;|XFrwV6& z8f=N~lty=g4e{!t|B1D&_Ah-wVy${at*WkWki8auuE6rzE|Rj{=SuKkqL{VRZS9>6 z>8)ZyrB%VBgEKDE$8tQA!jnP<&jN@!X_7Fh{oWgcJnl?xN~T5R^jD7wo|@95zDRA{ z%OnQ~I6!rL)bwEc{84+3g{B@a*u1qAH+K@|PBFfdJJ939#xNMa%v!7HPcl|VHYj!3VvZL*=V}W{CJ9^rBA+Xc zGg{pt!JhJf^P_ZDpQSr}+cB(5RJyyyl2>f)eb7{rLuj!vSlok)6mcW^wy}8%aR+|3 zyY3Q2j#rs2QU`)Qj_(ls-}IHNxgoysGJ`!mDNLb>_QnrJE_6C6i)oEmVnI12xq06B zhxRQIK&w#(+}x%e)HH{FnwgAOqNt*|X(4|zdiuoZ&Soi{2Pj!aKjH_}Dy}Z&P!~13 zEDNctz-l)JiF~liJyl^1jV5`8-H^0pB~F4Hs>jg!ZvVP;vDS{TV{lN)%mPRgdHakWL{8WIEG7Xie8-*n{4`Hw zSxG?I6zFKUOVJStreMhNzkjuT$wihQr%0X@3+lV|UgQto_8{a$1lEthM z=r;_U`UWC638Uu#O`4j*w5n9|O<`Pc&G2nFHP0T}8LLnaif&Ed97=M?=zLPtsmu9t z_4y;x9Z~yH;e3+02sHxvR;6pjpe_0ba)d=&z$-qHyudf05U#e{#e3O@18U)roy1X) z0yy@tpVQNuO#zRLoc~o?($%}-6k(dA@2Sk^U@EzQ_gu!=vvb(e()Rxue9K)=7X%RV zb^K!5-C2FTWT*)uA$Rc|MqAsQGW!J!eeeZ~t|1$1@3bQ`1RXv}h5*@02eytAlo0Wans>h>niumGI|HKxaL@*dJp3&b-Sy~n#?a%Z5Ok?} zH+VQ23`xQf*&+yR?SRRd_nA9hEoG@it+R4b{p_ib9$HqQyd{}!5};N&e@ zk{ghxT1qRWm>rox284+A=8Foc4p9X%Sa%|tYZyvFHpf^^|w&#tfsP6%nb-^TP@6T_Sg-gKfZJR7D9mr~|FAprGH)*kU>@G}R zsK_sWa{)iA%|~a`6pkWO!2GnoFwU8Vxx;b z^L|R$x{VnK5SGt1@$`^PmxgLhSOCKBSv*uZ^^Uc+Ri>0Aq>dSJMME5x98QMGkRC4e z&yc#uY-X-C&CBN*#6fN<7jQLts$t5fZsAYY8wVAxhdc3}%M%eWD}f@|A)7*rqDHo9 z3@M!7uL%m(xAfd4y()~&n){A=a|FT`2TU1j`>Hk&A;Nag`^0P$hoWKF)^S~j#!4@? z2epKVH$H8u`Lbd3`TICGA(9PTgv9f$yp9{9({V}tvEU-N$70;#vu1=B_G zBS8bsZoT676nFYl0PVD~cZ}1j&Gf7sh3`w`-7DGEQTnxDI~fY?)GNebjpDKW{SfJz zPRi4E`^$eGrtQoFU*+U~c^-YT+d)Kn+Q$^$V=lxVixA_X=r;;kKhZg0=C-EIa&2>Y zM}*&3sSk9Ht6IRKHO)F2&vB>`ZbNCEWE|qS9K-tQ5O%BR-)PiO*^GO-7}Qj?V(Taw zt&a8)nW}0S7Fhu?=SnfSFj2LzlU_DQ5BGJF#4*DXXX-#3$R+~QrpNNnQDcG-L7X4P zh8n3a5A_yv6N%`LH&>^-VPg(QOusdCv>h#%t3bs~TVAyO#B=zZ4R}_z{>m$bd1*qz zR#+{oboeVr%f8&I`a|Y{Nfx=WG@_aq=RmODlNSlBaSjAoB{u&p(d#6=dq*E0@<*<4 zo9uhYy$~Y?VOu(N(^*hiD7y1(r`beIXNY>^M~=FsQ3-e*Njha_f2n4igv1W(4fE^W z;<4xoqflN(!*R?2oD}&FPwUC|z66!2mN)wJdTOYCF2+l^ZHZ{iHxpWUKvd3?WEcEA zIoc9(-p4~6niZpyfQ2f-hQ9CAjjOjf>8TEoemM0oGLRC7-U+*{IdIxs z2O61RA|xUKV;5l7r{806IO%XK0k47#a#CJlH6JUa>ht%6AD>7Wr`rZ7s@mBAx7*W1 z%yQE@P7GcKNh2t}Pw7(7flF5RH2%svM2Y%$RA8ijK=ETVNCdol?3y}Qj~gkomkFVR zMZ1pfYUNe*&+lYu1ru1#T7UD{C>*+7+F!MA;N;YdJb`v*GweldU4P?sgmyW|vyZBS z`Zdrm+7#u=MDs-~<2%vuG*xskWa`WE#2$9&6zT%>A>CmXF z90O6RbVd!g@M%c=MWfo}Fcwm6PPS7rsp4X8bpCr!o{zBS#W>2*Pis^$JAYf7-J+k9 z<_qNf_weO===0jKcF>u;B@)jq3FUZK@4Fk~SZ*Tj4qKvo%t%NjJ+spoXf*->afa=r z1n_1giwkoDJkAd~{7NhkB@WIs`8h%fS4CZ9X@&Ng>Nat@b39C;LWqnmM+a8&>pWo{ zy*unxS2kl;s%b4=QJ0PXr_D$g55SqCCj(Z{%&nBiD>L(u=}8G2@g6hBjPF4UGWMN` zl4H((e%+I}dDis+D}_3WQPUvuFbSrNB)>wH#Nx%cWx75pY@+@(I211RQWR6mwBcdY zfX3(mK5>W%)@k2yO}_EEi8t90o?=G8*k5Wg;QCQ|^2_G-?bYQDR0?uDsWMHPadAI` zp!xR2`z%@tS3@$Zc|)20&vQoc96lG;>&K?J;R>^j=U~D<;-d@@qq}Qg@ANGhix>IR zU@CyMM`$c@c-qZ5vJ>IGiD;qqwupA(CLhM^)2fLHUobNT-=SieLe-E+AhAhkF}7&w zVCJ?hy6v{H1hbWT(W28r|12g3N21f@q+^Vb6A#kkxOtt!4w?JIb50Vk*G4vb%M7iI zeB1+{u$c9ZMl?XX$tGagY-snbr5(XZ2|WXtU6*tQoIh(C#psfTT3Nt z`KzuPFcBEk0sUcJLFV&y20>89`omtRq^0CLP*NN!ZwIe;7YD5Gc%)4Q4~FN7<&CDr z@N{J>FjTJFL=n#>ibEq^E2**09GO6O&6nqK++)do_X%W(@>29 zIWM4&+}8hKuI?>I&?IF|6r>$*4EC=3({gN&=eIo(|`%;`gdMN`nPo$C<6gZC4d;jkD&!J zh!cFhQHK5n4KeDzh-k9HTEMj@tk$89pic{_Wx>0kzh@=zj|j35gg3MSl`vDCkmjRU8NX?I@aFBJxPaH<)I zdm8d}@4+KyX*jht4DB{wo$9bVq-%Sx#tA%|@|#^p2K1$$iJkru-$*?N9Yl#Fq&Xc> zJ8vkoa{P;zSRcYvOrc!36F6+_$SBeBGQ-zs06(^hTgs`v#A65>P2hnsm&Vz0g(E^+ z9lFjne8mqk?xMCUI2TtR#@W zvyCQ&pLkx5C{-KdH99FB0gl$Q63NMt4Kwu0p?zv;5C@@YkCs>?3ArUjE<_8j=>R+z z1nKesO5hJPd)}6uwddk1krP^`=U8)_b2@}E=dUL7p410yrShV;&$|vyv*Xy4%tqS- z30=zr*8>X2XFJa!qy0K+Y73Cx@tns^P2ws10gGYimo5Wa@s{gnG>>hFKh`mlreNfR zriOVT=ps4R_gq)w{p{yWEtDIE?>8=-Nsm1^%^Pga)1ZFeA=H;D!nmISE}~zHqy$zk zv2j0BJ*sIXpPGf0^-wQn$*glpr+`4sB2DZRV9TEyHj2$cwij*?Dt}EHAR&UKQhS9_ zk@e+OdsrdcGf~;`I8C4;yvK!u+aFE_69Hh|U+vI;DQF}+!{$|F#7u&o4Zn&f0=j>g zK34hBQ{W8Cm-Hk4MEvGLDmxT(Jz-E*8V5c}k<3sK`bvxS1u?cX3zZCm-t6zI+iPKF z2Jg;*LxGL)&X#$_E>u{k-A}RO{ri@WCk$2TbN1ME)FZ&y;261f1;LYyM8r1lX5CGZ zR=oiEAq5Q#*~(*-mDTlqe48r*%eD(C8h`%UknLq*s0fC?R5p}>cGEUF;q@rt#F{zO zznHCo=detk!HU6#&$nFdZ07rp*7vXeo zqB>$vj@a~hl15|_XN$fQ`x^34W4ZH5$gv9zvFu^o(>|CiE3G<^W4bkVA9iju%efHa zDTWg}uIyd6>a82La6v<9@{&6o@tC`H9^#CXRe(%C%M%(`=!le(1ErneQ5H2~NvG4# zgU@($dD^EiUpz=djkA8-dq`s8p?VT?DLBUT+2D(?hQ`Uq0XC0N_r+1sS$RWm_b5Xd zqj~d-n-DjY&~Jn5Pk8v#)xxX{LFETq0;jsvrEU7BEf*Ie|E$*h9Hn{ ziBi59Nu2atjNc47Nt8q-cze|460?donLmK?5M2`8o&^zo+N(#@V&fI(r5(NC{8FRJRDgci{XtJ2eWe_`WNOrIhdq zXbLW{bEw+fZW#_?izjwf-Fw9|#$Q6YU;(>8d*>ziDDj_!Ka`D!htGjBQz$WV?_RZN9f5o*_l*>%3`&E-PmUutWZ@lnI>{qBt7jitr%&HO{ zca(n`PA2-$gj*yjVZjt;1Wat!n8o1wY<4aNLgmYERUo3l6qPDrb%`!?n(#6x5`*^d zGo5^Z*bC(E77~oM7IIJOm*O>f%tFWW0C(D=yG^6o7Ziza0-gz%!1E;>B$~BagIC-Z zr5OlC!hzK;!pK9hAkwQWIi2|RDSqX_>c}*70Ft(xkP2(VAAff@xn|lX=|A7tKRI@e zHa7yM7D+M89x*(f2RX74TcDsSU)>$)((Vbh%p#1AuvFWbIMUJT9>m1q<~k6kt7t#8 zol8k>5?bOn9S)trdGXsbPjJldlsa%(j>@`9Ct91r0P_w)vz|&Nic$q>77v@kb!Qzg zq40O!A^AXwye;=C(_yF z%H>hf`>p@@bi`6zikHBf>!yuYOwT|kR7&FZ0+(>kiU-%+{&e@gQcBW}i8Uw!NRnrj z-eBLFUQympY+7e=93&~f7|AnR9|n)r>cKEImtbuQ_OTDNcS3Byes$OtVfSND*o5Uq z-@_9WkHgOzRMa$siI z;v*ZHPL1`WVV(yZ+h(2*ZaNfDHW}5LOe;^D#+s)$X+@>59=Em#SNdtC_OO$eNyIOQ zh3R6Pg+nJ|hU>eSwxhl6e~0=@fowiqWVduyPO1dRY1f4?o(1N%>9u zXecplI4UgU@+`SH$>MuK1D}2UC|LeeLXVwOh`E9wqK*dp>U#rOE?t#jUZPhu4KTP5ATZ)MUKF|p)ctlM=XkNyA zNIq+4WYS#vGxG6x4E;`TV_j79CH^E-#)|tI6O7to4(z{Xd_JR_WU|yquG&>aB3L~l zy~}bO%S3utOJUe16zQ;a2sN}o3Th&3_2sYjhC27T$lcb7n{m?JA8%8*ovN}LnamB7 z#MXd)=8{-3b+6Av#VT@}9qQ(Gyw;*j#CId^ygWoU9JpJx&Xe%7YR?0aPlD`Tu( zp!^he=_`4UHYRWyKn*{aSZqJdRAzF!EH71hC*MftjZCTpD}lpHIl&ugR*7O2h*V$j z{MG8s)btCl)%6!NWP67LPGUvFabd-sen!{}#u9skkE=Y#YoqTxB9qcBP=}oLda{-@ zMq;jT0KDwiq=(;IyBrX2ka$DbL>pKGrFwynw%}M7_BQ#p)-^$cah1k=*N2=w85om3 zi@fI{cd0ZB@!Uvf;Zm^3wR2f`=;A435G$Fw=H?>PKL3D^B1gxuKyziOZQs-eIB z<@P&qSOT?E$i)TgUYb+u+=%A%CK3fYwl)SZ9``yspT%^LG$0c|Kh(?e2I+L8{Vmh8!ie+=q7lHVpi#_)7r zDNhj)Au!BlJI3zIU6&*C=rJ*@cOPK5TEm+-jo4EoqSO{ZMxN=`s2I0K6(|VvGjoZMVW8sb zO5&y-+Dc={@wj`uYSK?>*okySH~DFfj!G$42k>NdU=aKlnf<$9q!swhUJ}yuxwqYX z*&pD@AOjZWHBwCmL{HeL1ZBu}H-Gq-ybRAQ!j(g8kcDc?PH7+S0sW5QO7cX%F{p{C zC2o;SGdCZ2BoY>E@Qh_+OSbyKw3NKGhndA&cLr-RwMDw2YqIs2kCmsUJTN+wwFgXf zQUu*~{ha}6g}7@ljr*??juyItVVQ+)BUkVA_-U304)C^g`i|0%@c7*P=m>yMS|v-G z1KRh9sP#OJ`3Xav)pOklRa9VeiI5ps>pf7$&3D_p;jlEDBtu1@Cwr7NNc}>F^xDiX zAjuCfJDGvP^#k$5ie{_ALJwkLQe#%T5b9!jqu(v8Q$UByn;70Yf=f4Gg)?Ngal01> z(>6HQcx9}8K}2^F`?qUf!r4%mLr9%)^FJFEB7E(A*+e)&CkrE-GNzuGY!S#?=;t2P zlM%r>91g`OZ;s7#LDkC5*O$mRtsHhAJ!$NbFr>cr`PR?)FVR1ZaznLitoOh}=y9Ba z3&x_uuLL|Zy3mQ|)Qa9aC4VLm? zLoJg^6MkQN3&)%`XFX3>-HM0qZD4G!o}j`8Y;~~#O$X!z=Q+zy2*x?uAD?rvqIKbZ zzHeR6q5wVKk)u1}@UIOhS0pGJ(Z%;m(@nYQIO5gRFZ%iwI?<^%jDA`~8H+t2L>-A- zTBo}&RicfFQrxtFqte*J@X?R$59m%}%JjZdZXb&xL)4^u8bClda$xP-x8%xa74?|x zjO%06l9Dz7o-}R_>8Xr$`QsI27hX?l+r_`&rAQ=g(6@Jn3WJ zQXFdDJ{zyBw=K9Prf&3i%&0hN#W%A;L+;9418cu%(3RN4uwF94J`Cg_4Cwf;Nut*^ zy#!n{Q6Pt(ov_R%fx}62_@sd~poOw-H4ATA{7+LbWb1B?=I^emJKc2z{uOMpcsV#ot0ELJ=!SkBnyIMns^Bl)RZYw8UMH(%NI1*_LstItT2sWPIh|E(4z;Ma7z-)a}m@`Sz2t@nj&rF?Fu6?%bBK$g+Nk z{u$|!rWA^9xokwYGs+3--eyW6mqp6Q5J!phxJDg+s#W=V^L4hhxm!mk7rBzUK@ZAM zskN3Wy1nA_VJVXuAKoRw9phXk^Der_nRk7ukAnp6Fa9-&y}}9WdwOO3G#qQp0n+Es z2gTmE-0zf2Km!N?&pZC@blvA?niiLQjp7%oR#aNS!kAs~9TcnF)jU1i3mKTap)H(v zXs4)d;l14EY~iL{I}5s@RK42{Ie)o7-g1d7>b3eroq;X!4An>()J4d9?y}brwx>rp zkjqhc$vG1ldRE%IEgU(u7qV*~ydFe3;mXtrf-7-1#7X_x^(J8TZSl2dj!wy;iu6ZT zTpn=Mcm`n*74&9Qv3-1%?W5Fa&ioibDhC(FY`g84cXinL3qmL8s23=^sqcg@k5SDv{+{}7wmJk=4j);G4mYYubJH;=lw}t-=PQ0;B8XI(&+X<;y0%&`}SMd45N@N z2#XFtC@Q%ig~cI(HQ_Lf9%2of{B*&b4!bk+VqxHZ<+e-uZ>gE|W*(x(GKd>29ii`J zX0rX1Ufbd>8akd`)Q-k`ra}Qr(#3}((qB?V45iuwvd1<3Ba5RbEB&XKo*Vd6p4cpk zBx=FN_bC6iK`a3ZS9S$8b`vxC^*C7;%w*UXZQ@@+2Us5z0%_P9QDt3Z@LNorQ*od; z<`5iLR6tWKX|qd#U1YcZ-G1oi5rG&ja?_Ee?$-Z)b?pRx-e)sfE3sT44<;=w-GnzP zAjX){+TBsCVlzzYa?-?5|7lEoW_cJ)RUYQbZR;&5Z^LY5LgWiODE*xrrrBlgA%K=? zAVGolP_xMH$d6;^^GI`Ut%wMy1h zh@#>?60DXULhxVAeE!4HXu5s_=-?1dn7Kj;tHsHAf<@&H6&<*Kl6d>tZB;>zDd&HL zS8X6Qp{}%d=HvG05{97lBF?#Y_W*~(Zg*`LOe+J(hOBCmf!MP1(cQ~t{_0n${oL<=;e?&iD_7(=ZF$&9t zX?i?HiKC+hQ?0{{t}sIbk+zm}tAGvWT(5yj$!sn4nNaS2Ez@$KS0r^3rkTH&{vkh6 zb)+{>BWN4PlQOBW$ku7RSVxHxvu}LzNsnI{??|%=fJ;zK?3?{70#9Y#Jmy<_PyG5qE^E*;-rPlYOfC8_ac6n2w<2<;tQy3*E4wMBOy7N>BtTrtw)g0abQx%I%C1UqE@|(v3y{-5I&R&{BB@0LvIs-`@~w zT6uBbu=`iQ6;r>-s4lpj{>N#YA|P^MKE0w)InD|Sk*$X4V_!_u@XONvdXP-OmS$6# z^KY=y(ihxLJ?Dslqs*U0)F8oC)}9Nb!R-7e$5N&P!F5D*<^KyYK+eC*zexPp@?Ve5 zg@o4ReI_L+NY90pMs_ zbYUWqJe|l7yy~#+S+^q5Xk@+jU2ZONa|Ku|QE{RtsSh1L z2$m;eb114t%3$G z#B(4?{vo@jKI;6&*F6m*uXG>hcbW7xoYr6X#T+7<9In)pw0!M>=FZ|0Q za+N^TShvv!26_%>#i3ZMxZV}303l>$GW14;SBC>(hV~#Rb7B+n(me4<#%|n~y20*r z>Um3d5m_8*5+RL8L|D6WGGO8P?r&%+SZ%~WS5j{GEUMKm$t5E*646I@t?Bo?BzDARg(?8Z zxZlZn&Cfq(p@8Mz%A(L;1En4NaNhUwI+YSORVjX0AOv#sm}!5kd;29;YKTOwCYa4G zNJsARM~QcEfaL)Fp(oY*jM}lFQ78WwmYmU`!aMMb7&5QaCO3Wtu5|i$qPO!+mFm0f z+yyUn>wJEELY5hx;gF(#W(m@Gpualv3)Ai`r;mL(EC6$VJgiOn+3LzbV@^twf;5Tv zA|9P^C>0z0MBK4+tZ}3dW7E`rg`SQSv@4w>ew)P!x`!}ma}NQE0Vuf9>@2AQw^R3+ zwZ_KCGJT)@`6s-VsLr4o^kGU+IZ*=)mdpttV6n*S6ECqe9m7b{WaEtp6_(=L#FKy8FOUCPMk zrZpvg;MTmtMgY>f76qkkILx_3GK0-U=W6NO118yu;z{)!W0f4DS+{;tYBEr2X!Y~G zO?KGQAh%lD=_8^P5}$yT`LR}mrPrRIsfb<`c!4P_>YS4;56PB&&d`B5G016;a`ZI4 z@Uzqq0nyU4MPc*EQ=LI-)NecF#4Yiea=L3p|fVs*l!eqtHUT@IQpAb@i?0(FKAapP8s z;y{3xa#G=zTmbA}8&(8b2|yAiy+69$4|NfL!k_~wGT~a>kIy$GF-%^2o!V!}hFeGd zm4E+mq=G3Toc0G4l)#+9e8AY^5_Vgpu!PFiHgRCwu+x@5?eT42CnTjfCrPggiA#QE zSNben;f|tyt1onY%JSwTJUkp36a|l1-K{`(6K+9R?U22@#t4&6S;7hXLU}92f9XYE7O*63Ba+}H@@iX#Z9Z(sW$Te|GVWWPZp-s$|vg# z!Y4M;%kh}O48>eSj^)%a7xVs;+j18sEz?_%Pp$6dW%EpBXKlXfx;c8o%c$|GJ7JRf z|GW7X{fs1USNWS06b83C6OQ{ey+6a$}MORm@a06~F64iGu0F2?JR9q8$7Ya6U7JKko_>dQ( ze?(JSt*Zn$c7_m+toIehc>XCvF#;fA;hH(3bL4grC`&w=EZS!?mMf_ZvUWUB-`>OZ zPzzz=u!>1%OZ1jCB;+$(fp+mMTf@BVhC*_8HhKELnf09b_%n4|_LaX)Sb z!{_Ad&X0CLK&cc2XZQfk8mB<|N1)q^AASIMT|z(VIK0X~^!293GL@f!?k&GO&qXf! z7-`YF$+?K+5Y<{zw_KRG7rEI-NFP#UT1Wfga-YSe!+rj#9@qA8X^=~Y;OsM>Nx8&1 zDl!GR_8`4Kq>OS#s4(YPssD0@m(tnS=d~R>uIFteoklBJVdAY zv*Sq)()Avww6l)cx?2knKWXR5!`X@lOlW;Y*F{f}R8CKP<$k7xzpTb+-iOF8CbPLQ z!mf&X-vicd6oapzcq{4!-7`aN!hpkKivprQFo>n--VIj-_MnaAr3DU0b2cw_qXFS4 zL;eCgXqUbR4xiC(q6H`+3Tbk@hCLl1Nuh;WEoCr|GoY#as~%`69n6Fth?^X6M$cBH z!Hhe@LNnM2B@jdXLEWa4{qc4JC^`mXM&}G>lS;dD{|Zt&029O*?`RM^Gpf%_=`APp|Q(K5Z&@pxwU^&lKmr1!#TolA)AO`iEhow5j| zsP;{)+0uHX2oP?c16D4JRv@x!Tf;Ls*kC&x{|U_g*bk#J8qQmS(iqId5al88c3Dt7 z-w47t0PUX)Sh_lEtRIArZH19s7Jv{*_BZ)7wnjJfq%nqjX}EpNyCf#{W;M$mS)@wX z3xQNwA8tZ_K>j;p-?Ci|j^|w=b3-*YZ$(Z77S1;Jer-^FB zqAaKkgrC_P6N60S^fseykv5;*WqUTB*Yq>vg0U#l1pH8jz^s>YXip*~BlLIkBHHG_ zt04m>Ik2G^@2=i6wef7>F8typn}(sjb}bqvpRU`z80cccZov;HM>jRKXd<~n9l#2@ zgQdfduk`v^mIw;;{Uy9YLN>j}*!>VlbHYx*!xdxX>_F-Sbs2^Gp&FI5Qee*7=WYEu zul517)BlpO8Wt($6>%THg?u+y+V=c^R@RkSZXS&HF$#BX%iwc~Ia#KVnxv^4dR58D zysnQ1JXmPiO&v)?Hkj#TrdQ9=tZ$gmi_}S%_^zz47Aqbec3&#s;pi)tQQ z9$qPi5@gczaBE>*ePAckHfw>kr!;#{{bwY*-^_M&Vi@rV=;Podm8g~lSOt{4qD_Y- zPb(1C&bld8Y-(=Vq|xCTqzS_Z-ZcmOa&Mvv&);5lb2qk`?e$*DGrj;IBDR|`?eL1! z$LRtqhogrp*Ex=C&^!{x8bD2Wm;;+aPebZ0OXe~LXFTQ^!u(q@A-SDQiDJWLrjP+A z==6H+g(_20&@MdU(;J)tT@29_DoGtPry`efh=F%TRZJ%KsSQYP9Y23>u@DA^K2hJs zi3Fb^;U-K#4IiT&p2+Z@>c$p0Rn1pFE{_@^ug*wSVKKlTf5$@@iynPIlFG<)xe6Tr z)HSQpzh9j9+qkO-d3CT(ocpXD5C57|MdD=l+A2bRV?^WM>DNS?Ypa1QoA7U0{yj(% z%M2ukHpSo}QE^m?>{5&;j)Wr(4QLK~EoWTi*f~y^>epTuTNGfafE=ReN86fO4@*hS zdppZ5Ai>69_E|y~l#TdN9jUxy5TXP!Q%1zq4GHVXj2*_hB|_Y!8k_|kE41&s8FqF>3F8@wJb~J~n5AoPS zJN^C5^=wYly) zfX9`r9{TUj>*-yw8PF{Gza54nfw0F#$kK>|?1@sAXQM-@^&a*u%T(|dAQV4PG-!+$z3|vW z2o@X+>gS`iIoNDmz^e9jfn~kZ1R4MKM;M)l2KeWKFRwFgPN{1bPMIWod$AZRXi_MF z0?M6Km%~C70G_)?}t?6%K@pXv6B@=#ufC!NF`$(jR81)Bl^ZlD~L{!B?C!g zgP13!ByRbmBeNSz6uvzK-nXJa<`kT9*rT%_Ukc^V7&_>Hnr6zyAwwx8lfbW^Qi6ga z$2ILbr~Zu~E13`d_yhplqp-(E7p?Hzl>Jw!uukAu(jNZ>YQW4rWk$2 z8K&w%=zd3Jl%}6DH!E;Hvan(bp{`z6EySa4b({XbAlkb|KD?!Gq_Ke|ScqI{V4P$z zG_G>f1vCQzl$-IQX!BrvkP_e#(FBwK-v;ZM+2m(DshLDZX8YFL?{{ysb$L)CD_s&ve1!sifHw!0d4Oah77wzSH&jB&-eNLAq(-=kZLOWvuGQC;hN=o|+{0ssZ#0qza2?dgJKhyj7Yd!neRLN{$@ zzJ_jASadb--7`TM@B(8!W3YMPGDI-?A5pC{$^ik{9qUnM zt7j|(ry(9IGy{IpN>M$Z<3+SZ19|}V-*#K?JilrHOb|@9bPnfCKPA-R11wmp0zW3l z?g?|Mqd$s_d=wzw}hjVi+i)ga;KI*Ni;CGiKSt*Rc2qV`n=yY>4yn+fg9 z86B-RISgu9@OUs2%{WjT%;poB1zm2~sJ?VN#aZoBEgwI3uyB8$D<+J5)NqcP*x2(0 zQ3QI`96SNwW3kyezW|c*@7e$G#Vf(GCUoeOA=k4k7%QTp6)jVivpli_lv6(@6AsL& zbKnJ5k-gg52Co{3C~$QLQEunxwZ~JPoB#2)7)6ZQ46vs8@w&Kb_pUkJJ@ICe^@(05 zXp{mY!9N6P(BzhG{|V6>m+emYK0r?rwYt>(%P|_O+b!iPxUl z4rl?x$1!vMPFGhyhmqnF@hAB45hSlwen@|Ktwt)y^T2TC8;vi1BhyC8S6ahVA-BP9 zJPq^M&O#KI5gQ)l`-vnj?N;3y^Cs1O9BtbnS%n zDIk;Vt|@7EqhJ5w8>h*o@w-?KnW61zj7 z!-#O?T{l%P!{&Khq%?ChtJD52Rb|6wHo}>=VLee3bqC&!p)m=UgkLxk>Wc+Q!qx^T zrOa#~$lnL+hVqKiVxQ|8-@bNMhUHADZf@qfgG1)_??0z*Z<9Jz{PRnY@`$|SYnX($ z8RED8OU+nJq&|YH{FJDEB*825t<@wjaSkHikMPM-6Pzh*)>oN9NMtN+kphCb^C_)W4m?~dBr z2rBy>-f@bv1tj3PWvDdmUnTaVtY)%1TLB25-bm`ql2RwKSlgA0lB9+pz8n{+QRkW7 zN=kTEyFKo-z~M7B3_?3f3M$~|ez@=8W_E=*fQ+TBi2u^t7_ESEDU@Cnltio5?CL-R zGCh*pN!bhedmwRU$5zHcH|(FPvJ!^*Gykfm)E|UGl{nf3<+z9$c0ayr&aZ2*h;Ts1 z$PULxpBf70LxJ?A(C%o$7j1vw=4GetEb{_&B@=9@czi|%`m1+=`>sf`j$++zT6g($ zyY}*kNvNNhohDlOtnoVLb(et^U+Bfny0)v%nMs=j$AJ0myU-dns@pTvc%xRPQjX*Ft3R?tS~J+M+2x9S51 z{A_iLbR=(Ni7{iGeN-erit2cIoB z(NE1j52AdM=57lV${Yya^$*d`NvH#+MI%lUkN^;&3Byh`S5O$m^A`LAk1lN2p_7`x zZTW%_gI zheonEpcXW%S!XzDqOOY564s;4WAH0W^@kl?0M-B{(z%BzXy=?iI(A-dI+jFMtl=o{ zU5Y8Yq8>ZDKWi_VRWZg{Zy*+W#s+8RAnP>~zOh>{P@~mZA$&$F_DQ*x!8gP_I22_7 z*vJ~|lDr|&I}>GlNjH>PVW1%>JxnMf-~d37C}k$=WofYtseamxGhok1S_sOnN>~xl zL488l8W)NG>icARsv1YsqIe?u+Z5F2y8$`QypOMt}L>nt*E^{1fOAhAk%!~&zEw_EGA?w z2By%LB){h1TV#TC6!)KD6ZrbT#wpn6Gd~=vo}dgOz{J_S%0UfT6R5$0ShxvNOTEsfyFttl;>6fF44!sf>;v= z@)vJE@>cW$b#5v%G&bBEa%9utsGfz(`HNQ$!Ad*sSRJFc-;H;Km2&o8=mXY*!dxjd z_~q7i0(x(n;?2Jq9h~d_c=;}K-mNsaJ)U$kG#;WEleq*qJSi|I;o1qqGH~uFnUm0h z)haA!xci&>z5zmtEX6h6%@Kt5bjOjbO8HzFdZw(F!n~K^V6k&4R81s877+rWz4?^| z3Y;F#R8mX)(`3(8PuuPgY`p|D`$&Y0)gcivGln}%@tP9&iU<;Jc>--J7#K*D>Ic|4 zJqp+so}drpf73@?xLnC;?S4g6=a!vt==6smyb|+fSY9qQmJ{f8zmySg+T}!DfulOv z{Sa0HE4W@K8(nk28#y=vm~XpfKQ)iEGTPdzPlFtxw|zCi`1b}G)7)n#he{7NoTs8@ zc1j_j(#@wjKxoX;TPqXGeRcFA8i}{q^-WU+MN@JrNC3+){2m^6@K;V#`IZx)M|Y{H zWVzK-EpaR)=z9S7{#_c`i$f?URz2HpC|*y3I0BA@)w?1B<%De!X#770tye5DgGq>x zQFo^xM%lR4jG&ZNisya_9y)6y9xMYswJXeE?`ji~&nv@_Uxkd(iE|7yh+LoK?@2V- z(OlP`QYG;Ha&6lwpiXj0Ly1XBM3?tP$Cq*QjJgc9lMM%fuh1H4ja|Sqh@uQV?_rse zv(^3WT3?uvSCS2@iRljFuJDn2&i9H*k8k&{u2L*rL;kg53U=;WV4|>ubabSQxr!217UPbIl;* zZRlRCUz>xd(j0w&QB~SKhGK~A^?XZuZSei9VRbJFivUY`B0tdXZFu4Die6Gw;(q$dHzLl*=9AhZ8FZ}>mf%gDd zllBq}%BegV(~NbLs=KBlpfQ9Y3g;0*0(-Y!iCF3R7aw-tgT1sgNQi;^g6fwF{tmQr zi1Km+K%u{?vsOw?@Zk7AY=gvv#?VQsv%?~f(@o6gQXK90yg{ZwKWJFNf+@hr#I28a zkm?Ae0z=_AY3j*7cIE-`#cMBQNAHGWtt)LUy8@~88`SfP9`2%e6bBRlL1u*8 zy7re-5XKtB1VcpMLl2=rzdiuM-dg_RPNt8iCzdbn`a`qxZ*5ELf`n3z=!b8nX70cQs>G6J3(d!nZVWMXzWu~;v z*Y{nTfdAHwvIx}p+_Gr=O+;QH2e~TVNC-Q44;jqXrSc7r)}jGQG0t&;@0~JSxnSDG zB~e6Xn~YlI@z9vqu50S@XqKGbRGZSbGdFeqWyd-bl3gfS$oryE746V>J(7en@5DR> z5g?NN^?liFH)`AVs?QG~did@O!Eb{hV<&CRFoMoZJ+uPHv0+zB6~tV9Yc(#-VU#>6 zfIv){24=3`=?5;?t@ujU$Ffaw0M(>c|Xt?OL(dDYRP2MZy2S?Ql-#~T4 z==0e}N}1?Q+<5F0P-p~0>e{Jc_o<)!;<^9cYF zU& z?9m~1-N0DS;0?`R=F;e`<2g;G4Oj&dL8(Ku(RL}JI9^zTDV6tKN{|Ct9z1AwaTnSJ ze(i8d{2f}6qUCcTZTc=?_;~6*pC)Mg-DY*@LeMJB4y(4Tt3*|j0*J3llGYLOLJ93k zLG%3oMLKY?4MvakMyvAXbMDmkKJ>A2M1}kxj__Dw)gJ&$tdm!jHw5EG=WP%>46YdUMm858< z>YWo4(JG9TsYG8>g6-qSF1M&Z=D?S5nuhc`=#$H{=rr5tDHN1+&>%Y1-2ou?_fz4% z#W>bN9`Bzn=QfnG=k);0(|>LUN1IZjiIAyTFeC=H9{b6LyL(vH_cV!>fl`iv&@z^T1F^8VUwpk3?=$jPtGpmKTBiDll`Q#T zEsQ+XD(hZV3mh?0D_I`DCFg}vm{<;2kmXGfVI@D0BXPs4bsxdi8hBh#M(gePEq1o{ z5quwAYsPUpol z{N?I5g8j4vzO>sx<|GIKIka$aF|`p6q4A}J2j&;?J&Vor%Ni}fJr-I@U19grA3$VM z=jV%x{stGSF$V<(tj~`s+Nn!y_Q5zzDH(Ue`=2BpVo)K@5m{Gy?q6b05*&#wCKkN0 z#kBP<{E2PLAyBfS5{z~yVzRPdt08iBV1#sGS*sQ9c#LA7rD^>@yK9EuU!O?#hK)z7 zL2KFnK;_BDhxTPDGrWuLO4!G|p>Xo)n)>l$$~(WhGkDgcA#1#HBi5urc!wQf-eL!>!RaT;?Dqi z=hyoZ)=jOxCsGHPYn@Jpf*2E9W293crt<{&tgA8qu$KoqW1C!R$V-2uKV6sAP@gW4 zmcV{^%{<%upwsu6NqlzuVJ~nx)%)?^LOS`3R;Y{IPXx5PWi2%M?K+Ey5kf)#p{)}1 z{4PIbYVkvXpmRJA6suC=?XS)1R0ZOccf;H(!CKlS_^XcuMCzdpG242{=5k$;=Ow z%GxF6dvnq8>5w-`^}BRU5VjD?ZP%&Ob!4%|-y5dG#smQ=%TeSj`> zBomr8p^Vw*>XmC#ge=n|JdTXW{$LA(9vjJ*RpDvjf+^bld8F+Pe?TD_-X~XqKE;R_ zN=H#yGAl#j`VAK~+^GtOO?c|(dCs)$E7G}59al+EfR%wn6^;k%AlSK3wZrffp;R#? zewrpRc~(}jSfwU&xS&UftAbq)wo~r^D=-p@rHsb(#b@@P^3IfXo~LoSjhGQbV2hO& zyGwiNK?dh4!fBY)9(@17$mnjBlYxPON_qBG zqrInqKA6$OqGkPuB>Kf4un3}CzCvn-uA5X#e*rQZfG&14gk_4eg_ihC`H+r|jx4pt zk(WBF0leMVux5oJ`UVqI4>l%3BUE zRzBZ8LDs*GY}?Kumu`rYTZ+qplC#Wd1KBJh5kX0lhR?j#=u*n#X_J?%V=U>8h!*9Q zVTfbC+kbjA3UWsHOIIhiQ~s$4NO@&;I2SN5UQs#A15lWi9xQmnSXk4*`(2?~Eq;tS z-D2~V2Ob!2MCc4H`ftNSwOUX~Ek+;Zddh-OJFC8_9BMO zgebncyHT3d*sMdMXIk@Cg;um6OLh6FlfH>5?{{TVw~P5v3jP4LO1IV5=H_o*NxAD3 zzTai`)D<5=9&!i;Vi_o^v z)1~eZ=2$mh0HHud>glmK#JnxyO=<->WYfFbKb~<{IvEz=)81puy;qk#`DE?z6J2dT zt_PCfKh#xni6_^&kM-egbY;qCv3PN$d-<;Cel2~kA`-AUzU}1w*Yz)>JX1$qp%dXyxw-uP5ZtWL!W%1OYq+B z8Q9G}U4L9cy{iOy{GQ%z>Z+Nq=T3uvqbgV%)nyPjHSyKyQC*PN{~80s@-U zoQ3fXui=r0SI3Y#!4Br+sY6@dTy7W&LmUXXy)lER-(6j;>F?fTTJq~!P&!I)SEcNT zBwamWTE!`X-#ve1(qsx>h-F7Ef;mz}JAg`rW4;>IiX8zx=CrP;_E)4%?5!H(c#*B>VvoH(>u5Cq(TKlRC?{2sMggEDS1j}z?i#1; z(~5bnUEeDYz72>v;cvQrtS=yjY?fTTd9`2Ub}sJcWVH=59b4FzgNq>rOAHmfrqyzcBH6Iw$nxVbq)sex5`@t>tEEk{U4=u#4%vSL~V86wF z6Ea>%KO-xg!9}$B?i~rPJKp(CoX{UK$pVEl2W>Rrq+<$6B_2eEmZpe z|KX;Zr|=?NUt*LWI`)Y=M051qj2$c7X8d*}5a8s=gDaJe>9~e${AI$g_-w3LDGIw3 z%7$-E=dQ~pPaB^fVD}16+O(EqbR$Y0_H!fC#vTb3c!rSy0>FYC%23uUMADI6_#QPR zWB?jt9#E4*>PMQdW7aur0(*4ae{QkJJ&hwuJ}NyHE?rw$u4sddlG1Sm>Ex^Qtw2(K z_aF|5guE;P7u~(_9ewz;Kwu?KvM;s=r^Lb50RM7ZLE&<7zaQ zuoG8U2>re2sUw^x`?ERkx1XKAh&jmyrMWV2rObQEtqsWRDGti%I&IAr8sTFbU=Kai zkHO|biA|~tix=%E{Ee1!^f$<5b|TFC9g=R2L~b|GbrSCq(Y3@TK;W-vo;P-;FP2(r z4Dj!y88SFdDmXCgvct?BJwMI`Z*a$!Wj{^y{dw~8_nYJEZ`U2+J7AE}HDDu-#4u%} zKoFloSeKzMZm%;V%eq={zB`kS)|&o&Z6DoXii zB77XdC%4=S4$qM9a>PA77+^XsMiJgzu`6dy+1>}8o3$i{DfL^^50DI;d6sb8ase>A)7xHxZ6<6f^sM6qt$mYP|j zwVVMxZ47{!-tdn4S^#zs*e;P?e4R%eN4np8GylAG0RbyW)?29Y;8fCy3%10ER@@%M#H)MJ#o5b1HqAuwS;{hV$^g zjOQ{3lHmp@Gvb~!`Ot@3ai9Qz@MD*kSD4VQKugY+6(_t$i0QFC9-a*CG@tHKwl`v@3|X?{`~Gz50sEC3*ecpcr@~Va~M8@%F0A<*3GOpL*c&N zg-P-&W*`&0v=*|P`CWg;ffFdG?I9wmWBiVS$v3$4pKHlKG|R%El8PQCR64D@B$nTe&lcb zd>ty`T=tO1;@viYRGymU{6I|Mu9*5AGw%h}@a=kA(12`zWIBNaQmHw#*(8hHr>K{`0TZGzE_OTC~V7RhE0iISMbYywLBn0G{5)`C|j+ zKc3)oej8fh&wF$lWX)3K?ba-R{(SXyqQ-mzFo}NY&y;c&=w z{+7Mgy#zp{drE^YnFT(IT}}SLIS9ETayFwD(`Qco#qE(PW&QIQEsFjyQ&-1UGglFV zZObq49~dlCg&gX2+{(}Vx;L$#*I1C~Kr_q%@V@M=(#G#J0e%5dMUu*aUAz@|ntywX z>Ji(J=7S^Fk){@Dt(RWK>uMq2n)3OLa-m2|_FcXBb*dvXV8%v%E_Jo3^4uESMwTS% z&Jd@AB-r&ty2LzbJTmnp3ga~kuab@TP9q0+n9*0?VbvYpV!3c}2eQ(Tn_ZYmY${g| z{9h8R1RFli{y;|k!_*X@5`>uGYv36gjY0YltSb`yDII6KsCAw|_@-^FBzT^oDOp33 ztz1LDXPfAB?F)7s9_yT`BtQH!4}CNRC439vBlq7tFT30oUh5QtWm3)O!FxUBb`?>f ztL@>j4DpYc3GS>6s3Y#Rd0g$|&7~4E)W&EAjrYJ0C{Kx}Q_8q&n8B@xzFzxd$=`X5fA0aQQod48X%3c#8 z>qYlDP@6>dn`rTuT;$#jdv?9IO(W@uc64=NtT`Mld!6p8;xm&hs>0$P5yU6EMmT4K zfpMJHlgK>)GpCwCJ&mc^D*QD{sq*4GT0vc}u#D9B;F(lB<*H4rPuw3?9Dn@n-!4&S z!0TD0K&Be5u}G`uG@lR-_5_=Sv#Nmml-dZV!&tUcVR75YDq_>_ippR1cJC3<8&K22 z|KgEHu0}Y0?0k9LtJ8W{1%?0!#(Tl=wM{a6kB%;v z64n3DA%RwGRX}XG0XxG z{%2FB7j($xrd-I4&5+sq-p5lCU_f>e?C-pOG$GgUbFMk_wqgVKO zZKBoal~@yP*r%oOTn!*hoY1vo><4`m17j|zah{x;#^lZexLrNUVoV-FcCWk54SV$9ZwyIkbQqUZ(d23I ze~j*|t<}5<)&~#S<4=ukr8VymU)kG>FOX2Jz%#VQw(5TO$!jGbLCwIKVG(NwHTIn$F9!6JdZqW*L zGO4sX0gE2g8+*!|S5T=9AH*}z^K}YUg=*!-U!0FwBjGr`rbCMY&1{c{CF2)|rk2e+L}pDzu#(tYfM@BB^K4ZEoPW5hUH61BN0^;=+;jPq<0g zNZdCpQS@8I=UajL2+v!yp5TXgN#qcw=)mzM8>)Pu@hYAajeL1eJjfgIzaF|L3d7Y( zGpA9|ckGqy41v3Aq6w@hwJ-euSb_Hd#zCP#0x3BsNIULw>T8DlB^*rui%STtevsOL znGkik{Nb-GWT^9w66Huto%8^tFij>_3o0X|GcB@-LS5+b zV)SgQRcirSzWFU5u3Hk2;ecs+nGZsDp$2Kc#O$LbgQ5ufWzItH~~ ztsl#vueV@rc*f?QeSnNszT=|~?-=l<4fZ6^5Ea9g_wn09WDH7oD<%mtaL3IVjO+B8 zxO99JuykCG&7lBuhi4%gWE)3|neKRx^IzsLA~;N`to zFpDkK>;=rew0cN*W{1BjC9s+F_+woKH5DP&Llbk z1N-S38+-1<1|})3d3x$sd9kR|#*A5fOr?W>&w$IW;J3wrn044EOMzpReac#J>-!Me zgS%aGUO*r>op92tv#-y5i*&t&L}@d)_DRW<>Kj2^#CQ@T#cwC?@=vqOlO^h3e5IN`GI_PQtvXKSRzG!e#~gABTAa2 zBOBWIv&qv}0PV&m)S&Pi%v?bZ6Ac{FF&>(OT$cYeu9->-AQ5yNL;f!%q&DI!sUDs| zE$JB1i(pHLvr>Kg!i6owR-!4(<-HIiab0*09be*#F+PJbbyzBysRffePBd;Huq_QW z0)XrO36KB^y^Rw~$A<-b7&O20ExP8;-Gt%f-VO^y|KOQp7f- z3Oe2GUyz{brKLUf2#>5h{1|_c(H;Zes{K$pH*05p_ad|rAJF)5%Fo`-^GkqrR9NGD zBE&H($$_nsrAlCSCL28Pfi9OQfkB_T$*gwx0$Z_t*bqL+ww7#Lo`^?xnqUIBn^Z2{dDVCzdSDbZ7dy24YlGCL|6f^%=NFHyO-XIn6F9$lgPl4^ zlUqp)8wrc7SRIO^?aGeHU)*6xWXDZR3J9we<`B7)vW_NqG(FBnx;R}6?r2&mhnF9B z3h46m;q_wj!wk2H0D~mbR!DIMu${;h5^bA$F$*lpm{rDniS!P6*__stl~>08{etb< zY80@9ns<@}T;H8)Y+Q_#WNEsPJH=Hw^-R73S!4Sw94*Zo=@o{RRSIp7Xgw`EvWvMg zzxUf{I%lqX;;Uj&W9^OFMB}RVH1E$uV)fyXU~RlwsKZG4(0>&E(j(hf5KN&l@Xd=J z-%ko~c-V5upkKEvGeup zW+s+x@(@6bdwhKD=U6}TG^XG}%Z=ixkzzZV+PbAL(8q4?}Gu?{CWx+`mrMURVeNQWYi z!Pl*CSPN{agIH~J%l(@{iW-iZFrbU(|20%bqox4Jmnk1QmzwEh0Co`J`jrN1~ z*a}dNdggSAO#MX?P9Y3Ai}^v}&!pRm%HrX)#+AI<Hi>p;%EjIsFm%#bl8SWGT~cP%3AgSw|(-YCSJGs zqsa!Zrn-r{T^nz+GZu;XCa8Yqeke%&Zy3Cn0|?^Ro5Y{qksnj-_&wn>m5dL>;S|K8 zE>H0t@oa61CgM;jx0gC%;ZXsoAb|+QWb(s<TW($u|gA>2;ceT=Hyp--e&m_+PS0C(8#VwP3raXO#!3 zGl0uW0&E;g8C2jrS*%s(83MXOl!%q!kUqoe98}mT8pG6MAu?18#uxngu7s#cHV^jCohdADBb2zZKdkZezoIDy>+Oigb9CzDjg^!^=eMT3S?< zh%=<}MoMY%2&N=(J=!0kaC*ZDzd-IId&Y$iv$&$2?D+3tXm+Pj6FUJi(fJ^`8wfYT* z_kjWxft@v-Nio+(_Yfi_@~D@BJY1mqxoG`Lx~tBz4!APqpq+`FiV?dg#E3bMAJhh0 z=s|!4G;zwKtWqpYb69$x&?7J=N-0eWxi7pNF5wfPBCXJvSsxtOmf~>AJNfk^o@8kD z>z}i!MjG+x;StQc`a+!3`kskwV%p+)1fO~@{Ctv}sW=%ZfZtENR=C^KA8XVmsA>R=#KDiR|knkJAplAQixdwEvzR4%pSU>b?~k4bOjTk3rj#YUt9v+1L*jV9 z75(fXZ;zI;Al(xAAncaIVz`gFL(f?F3a(8j`vQl6Wo(;(N*vbuL&}R zJ&J==+k4I{zaQG}=F_%$gnWHPR4nk#!rW=IiK}v`+^wB%G^~W5ta#)#PS77Ju6clT zPD7i>PzHc|Um#B~XFac z>@$XU_@sx_ko~>d8rGVuR%0HFN3kMKm-HKFz&3Yo)yJV4{Ap?xi?+&m2jp~5LTyD( zA}w+bC=yxPaU&OgwKm5o>rj2mgHYxqRtUllRe>{Ziz&=tPOMBf6D%j-kC*Y+@&<|4 zY80X<3L4g(4QsRJSby4X()aD&T7skC^lDf`!{k(lBjzREWy>K*gF!l(NgJ}n~KHVEDIG2p-()_*wduZCaszqHy z*CnqG4BQmzN zIGan+xLV-sfU;#E%Ilcc0E)VuxI#OV>3ID^u_A1E{(AW@HMlw`(Sh$^OZ4}tD5V=X z%;qfjnSKtL`7wC@0B#j0#WYIwMN8bxv2jV#oeQ(IR!8@tY$-dWTI-BeRZ*8TiCI^L ziQSsLb7Y*Wl(jqEcBi0rk6F%jJNjPTD~f`~U^@_+`H4aga*ozywM^qnKZoAOC1_RnE0wcll!a_5%^4kl3RBlOWvlq}`Pm6Ri% z>HnHcBW=M#_%mXY$#kexQ){m)?rH(PKBY6qhtkIG2KPrZKuHNT_s=v;Bh12J zf%HLbCrczt{vTu4;{6viM+xYUXcTP|>}xLA&T4dF*oJ+{vJ=a8VFtB7V8+hcHYsNe zD4@@Sm#wlrt4HV%JiO~|Y-Ys7L1DQ+{h1xfa=!k2TCTCm~*M$UAp zsB9aME|M-pfJpx;bZbX>c10RGv9W1_ z?gZBJ)X0Qk#{!hqirYkBB1) z^xd<)Zw@{!61nn}R7*odUMz1i6&KQ%(X8my!Ly@$1OS&E9hF z=D!O=Y~2l{AXAsxrhmC+p80$h%I*ObTQs=~eJ7y3OmDR<(0eClZMRivHj-K|fl^_E zT+_@Mqxi4u)jgICwG4J}lZ^L)iw6U>T~|>D9^gx+vc>th)RQoOk(hnPLon?!tb-(u$ejxRTT51ayUtwzYNjT|CqM8cd~L>WYQB3z`>_!C zh&SDWUi`3`4%MQmW%az8Q(lZ=yB64v6WQ{F<;A$Mv}SQZXeS)Bzy@;vEd&K`sZ93|8Er! zsM)iU;AbQ(b}Jy95VktH zHe~&%tD_BctX@&9l<(rzTj7&+J{!Bdg80oq?wx~0Y#xVnMv9rsUMrqVEann1esEOC zbi5#XwXsFRi$s)g4N>WRS6I=cLaCe!Ju#l6&(TB6s9H}EhpEwI*19^5cXv$+qAO}! zSB#xZlm9bY7lK7hcMENGkt>o;hI0G0rx&7E0^_ny z{oe*Duk8Xl!gJt#zo;j!lTS@`9i-?#j)a`3p9pdHbT}`Gi*!vY6Yy>jEj2J4)j@Qg z*e&PBY90fg&HB4;MkTVsI~zb7;%?0}QjB_9h_>Uq7i=24__=bIPyzqBp6xwZaXQj= zfN6|5u%Myco^D_ccG)+|h>wq1zw@ZnHQDY{9Z9ZWQtdSB(Fn_IdH@hu_2WI2H>^{_ z_6Bzf*f
LI;9>Ws+fQ($JKQ8EV+eS15~)RN=1UtADGk^g_{qD1UaqmY8=M%ZlL zkYC10f;P2&Rr#6H4u#DAkNLGXWa$rc7_qpuZKk>_{q@`8g8SZ26XmN+jM%t@JVfaO zW32y{UKU7EYdI!~B8rTR6KAj56C{^IlgQ2i5X=Z_yjRz%Y-MN;lM_`;`g3A~-j*gU z#_>$Zcvl+}1}@`;4+b`wal*arhlqll5>OVEdV>cC6i!A~%*fV>>yObH&YgPq7jFZz zgIw+-if<8LR=c)enf0pL+QWx(0%tylnXMV9n?q|a4X(%3)T)gyC57U6ylf2WC+Rm!W6D<^L9A#p>$d~kP(K4BHA$x% zBBReAN-hFDrr5XdY4~&IHZ5a9*l)eTZV8#)Zk1J|!smpgw>XFE-pT-Kx{*g$Sa-9u z4=LY7^XtXU7%OE~??+Q~kM#G(#>O!k0K6{bscuHyy{+3OImD}Gnbk6$X0w1AHySd5 zE-Pw3UP(IBXz;IrBQf4oy~4EipaWP3@*3Ya-!lyk37b)DN%NDTRAp;+FQVc3P~tvq z|7Cei`5~V)%PS+?J=dcKS?OmvLaaR0hN1Y9rFw5|wMGVgf@BaZq$f3{_lUOZzbhq- zfb!6_$(7v0Fjr1T4*EmvRdB1&qz{{oH{*C3h40nJtDlw2P6I#~%3Zz-dCz*eOBP)|sA$9g5)UFl4&l9Cx+aHzS} zHV5$E5nxAzt4aQD=8HZPI2kK&=|74-PZx&u+Xr{llVo|}o)%dBp8!*eY#S*VJ#_+z z*vGNkJJHMm^i{3k{$>z1OI^-ZlizohY)JprCx?s_nLBfSoJ)Lvr=lU3YLaLNB^9&^ zF_=dT^Sr%zvJuPS^n`6+X>ZuA=N016IRUS@fd5g-&F@2wb(R&k__+o$IIh7~ci6m! z?wExKcXaL_@OwgFSsGfCjbOR$UzShNxkBnCP^S-^mAA!`?muWZ`a^*U;b&y-Cl@wQ zgRC>ZM98=)5dDO#WfG^nFcKvawKUBsc6_S&pe`w?DDVh)O}g)^WG$N)Dy6DyU5>;V zhQxM-aTry{rEUJ3(%!LtL{Yh?R>udiKcjF5A}^LGy*;D4Vrv-C4sj5>t^b5(1$hYQ zA=dm@#ogJBF8t{u}~mbsOIpqn5=_8Hgj8`IH8g)K_fYNKbM}1hgUqmNK%jY2#tm zX8%*nH1U<@?0dIxWhki~EH>FfL+vkJhhvLpsKll+;YT%nLuxn;$JfK%(uwigxDguJprfshl-{w0gt3xRFJsoA@w zZ|}kaiD@Oy$x9!te<17L5!2~PC)}&JdxHMvr918AKGD6#E#mWPA{P{PD%k`Atx%J# z2MDi77J})z(`j!jiY!N5*Ku)ojj$8lK1q%wv5DE*M`dg$2>f-d+{2r0UW6KqpinJ| zSbESO(Z^~MaY!D*l+Msx<5QTy1c2m(~iEm zPRTu(lJxKHvo3) zRU8PtM)KU2pauxb?S4T}Y6C3lXbnh&aR9&OTsc=jT!unO8-}}z)PGUa{Lp!O4eqPP zxY}OahBf&U_4o{zoc+oJcBxNPc&4gT!Tm-)3=lMo3|IFve6BKCbO5S*;^lbzx!q6dp1;ks{sVj*s_R&ZUxj{aLY)0|q0_Ie< zlA=y{DnB1h+zs$81xBuyRSQbD#N5cxl1-y95~KaEjgl3MC$Iw22u*qH!%=Td_TTq& z-NQhTUvWBLts;o`^~fYsPd=8WoIA*R%)eK*sX^KqUR5hOq@jT(cF9*Yp@C*Qo2i7)^AyNQ!~aJL!XCG|89?YLyh;v= z+g|Q|hKwU6_nkm_=Np`-I4Cm>Qn%D1^5q%CLpktp&Yr8EN)oeWvU;txQ&H*b#loG9 zw=;4H;V9w2fiZLZNPyRN&@O7Z4Wl`&G&`GNn+^%aHNP^Zpvz7EbZ}Nh%&+2k$i*xB zWFTtRyMPVwxSb*x2-ms*7b#WkykKL{t*gWl>)l)(d$Hiu@|8W2_N!>5t`0bp!Z>10 z+ZY6hJMt7AoWxwfOng7rE!OfxjC&Wg0aqoL2TrA@TjTp|ytEwx5Ij=C7`N{e;7bNy zBpP^=>;Fb=1Z8X@Dn=G8N!3+~NR?kl^q)*(0cFX)^pkIm7tW2=A^REHd zk8^blyFTQP+JXy*jfC!#Bl>SeQHJa9$#z^;wfc-vXCl0Orp%Pm?6GM!9w@ah{Qy{j zZ~*ps+b;ZM$DD>9DtqK?y;=cOb*DR?hF?E$;P0_(zv{xJ{yet~W3Pe?cpw%pEPqz! z4gIPnlw;)1+3?Ng=L;9)Bs1nS7OFa&v<0cY>fVK590&d^EgRSL{#oUHyS=ZDwi z&aL<(RZBIBR>gce=2~5Pq-+LngJ*Z_A>Q4$JLdjd&j}AH*9{Ob?YhJW=b3N{mQ~|LrosjkY z8*NHlJq2W?ryuan^=foQW1+-9wpa=64g9E<(&riJr11wvXIe|P+uMwyvt1uh9qb!UG!rM zB(qb!F?hfP-*$(6f9_GEL$iqMntzuPaEXa!Z^EOW2qo%GL~oe2&&kH!T#;$*K9(-Z z#m+gOpG*X&^j4c=T1|3IURQU`{4y&O^L+RhMHcorj}By&ALgMGB1u{$i|^>R#5+&U zD>=M5tJ)GYe-mFzWd-AsnB|m|56dFOEWNRyJ;fGI8Twhhoy)m$pkq#&C{CeH&%B(a z3{L+66e&GBBK94GlYAqEeKE5AXLMHtNKJXdM@VTs)~yp3s01I$r&dn2oLHW^`6W|v zv`gA>#ISyzvh9gf-env9)(XMOsN8w#)oYz5kcpL$Iay%4CQZ7VB!Gp;q6K1Gjw18- zre!FXm9xc(zocxzyzK1Ql*VUm^WoFl3w0zGYV zmMK;4mlFuKzTp#KY>H{()l0K&%~gcwlq@3%YP?wR;3Zrn$Bl_5RXL7rT9gg>C5Wds z`AEa{1yE}Qm3Fu@rs~l^!ly!&^}7u)X3#!nOi6Ys@HqZ(xyD6?4$Uqq^F#5Lgs+B-&qm;7&QWTg}BWod1!a40;cp2n5ayxj@gv*1^fXffoO1F#6hi1bh`Z&NIv$>NAWn?%;mT^(CwSHf`7<#*Ne{|J(qwj{1)j zX!Q;Ga)lWb2vVOV$hM{#uliMYB=cbVIsoZCMUKxL7#kPoz1AM{r*IQ6h(&N4fzoo; z9Axu09^sbd8@B1fT9C*r77=~TVIv5DZixQZG#j@^$OE}2p92}PTDz!u#|YB;-CMxP zLY|@<5$-DKdb`|dkGb@Y$4J(M26H9VtskF6_z(yfKF{cv+lTlMCP0bixa?DFuDr^k zH>KA%l7{r$)8z|GXin!fpn!ZryQ`ER{u$@=13*3A3_|Ti*;)iV3UOpA6bdPEH0)WBa&m3$ zFav$(@CC+s-;ef39r)j<3*hT5qmL^+1sW1sA>fxnfsxyI`lY;LllQp|sSs-aFGeDm zL98U&H_ChU=C&O!F}RhlJA$Qxw7Qn9d0R zs@T+1x7sryLUY7P7gdPv(YZc)o-j^fZ~)`%i+#M0((?C9l3MjPRl!(kLh>6&s_$>drmndL@tjPWVa|)Sy2!aUcKwj8OZ<11!FU10uU*@K8B;xH8oBU5fc0D4=RIBmA`nW{;C*W=Vfv*zT5*_#H2sX<>sUY$e9L-#weHUxiQbxG% zW+;9VICz}JIy0MehT3ZxdqNtaMP?Gi{Y=>p6Vr&cw37YQ^}i~+Au)(`ftSXz^0D7? z^~fnzM{kEDNKrw^Xsnj!ERB{lVKcU-`nS43&jHSuT%4w>mbAj0QMCzeG z*C>>-86Ro>ZZ%NMsi6XxQnWRFXUpX+^aiVf3>d#lGL5=`7K#T)Va@i<9oc5!{w2CD zAWX~85*OgcRqAiF)~F$l7$!CdL{a`oX&!nl@1%!receXYPV-2>Q6a)^SM1d*C*aNC zct_YC48%nrQ#=ta4Z~(a8hh(XUo&3$A~$!3>2xJgj44w+7rkX_I4j=Izu0#K6P7Bz zI!^Nb$Ut@QMJj>2D)ls3!fX_&5zl#p2CQl{)8SMEjzYw3g^VNn8cf-w9_6p;b!ZGS zVHP@x3E#N7*s}Z3d0e0Mh;b87wjDIs2%DO<>#UZ~xSxPEDkvZZLlyvF;t?rKCuG5w zL-z{DaHp|JmNo2~KE(ydJatf1Fy(M<$h<%_Pn5Ej){6R@Wn+P=cm7L0=b)!iM_DOV z+o-ka27vtYXTMdc^MyA&W$nMb#93ZGn0a^xjAm!~{!0Voad?^l>B=(VBsMelq2+>3hl@c@lM4y0t|{kJpa<-n>#0At&wn)Bk|hP7=eG0;&elUHglU>XJH-KW!nKkZsGiy8a)bmg&hk@f&6p{pgWfabiw(%( R=(PtDHLd|-I1r*E`$>N!N)!M9 literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif b/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..12b39d63a34c65be91fa953c28b68aca0e498afe GIT binary patch literal 1993 zcmZvYc{tQ-8^?dcV3cjLjIxc8M2S$gG!bTMa2Q+Zkg;Vv!IlK))~> zi`iJ70Bf=z`ev;Fzs1Z5jgPyR%JxERf5dWoC_ZK!lWY%`T zg2e|tK&;6Z#RIUjc#IX1cpiY&0{F~|G6FjQXX#1SxfKL9K$69d2N(Kx$X@x0|I>dH z{}-B(vWSDk`8${&dcX(g0{|BQfPXUU89zKWa0Nl+AP=b^Z~-C!C+izQK!OawbD#m? z;2)|WV{K#szoZ6NhFfCL@E{*=XZQtGlaQZo2ymLFybsubQ~|v{qQMY|O)FS~BM$|Xt8>1%9Ep3qW)H%%aaiF1ZRCE+By~=n&z$*&jaunV=JTbNR_lc7|maVOgrAjr?_F;w%UeJzSin9>?0=rVw(&BIQ&+(I@|i zJ)uhALzZvppt21Sf@b=|9OBY@Gn;(t$`A-Fx6G3Q%4UpyZ5N>k7m6(jdpy?~2icp`#<~AqJ`gZs$iY zh*R^f`8c*1rKO@`L;mb6l9ExN-KfTmMxGr>zB;V@sb$Bjq{QCsedxs}2(`{nZ7Ws` ze5SlT5x5(muREeXCr@bYznYUpl$l&pD>}R9i@ReR*se%hbh5E~?92n^2o}}&x_pKm zhDxCY-K_12pn?>yQ!@snZW3dV63|qmwB5EYty>TqD|{({F$HOj~WU$e3)$9FzrEqoPcevMuQR zutG|ZdX{M7*YiZv$;yWqSZF$UB|@Pq8n72CRR>1xSJr`lzIuSzqV4HZr7T!ryj_{XD+ zmDda=)#&^e3S0bnTV|uP&f611a|@^TI~)mjd`!C5lxk7W%at;x1KY4Xj`L@Svdm$& zb31oLaj_wKH$<&mJH+YT^V~dgC0^@fdA!aLMa9!wPhwB^`u!Z5Wa+RTvjIx>a5>d= zziuah{PY6Hi+KxaXi$w*OK3(jJ?fH>AlCPDYx0B1Z**p{Ri=RHX~}+q^mf~xqmA;d zKTvUcsE2IUV+vP$ z@#8Dg274R4%Kixnf6eQQwT$e4&y&ybCB_>YMvP`f1~YQUT{xe&$)MLo&?Lz+#k6z} zQku&br3wdn6UO3tQiN&vGK`6IP1iSoEG|s3*+SRXG$-1NR*l?9cBwZvrHUj|n^r5U zkBAdvmI~I}W!ms`*{}o(_85mN6A6yL0e=-R!ukAPJ$uk(7vcH#ci zyJ_|qdBQbFwVE!`I4ZyVH}{#|0%xH&&XWu4xb+F;%(q?I`svH0Zr8E}8TQlXwK^D& z_AJmF>=J`>F-ft0R{KCxWluM}d-~N%guK-T-}V?@y~aduypdD<@8S3_eU7)R5YGe^ zhmSHGbz;i1M?$>_+<%#IXg&NWm9Qv;E!?UylCOkIRPK%w715r#nqxaf%#V%ZV4i() zT(d-IM}4p*$K~#AO#RGh#YIlemgH$?hR%a{6aSfv?jeo(r5%|CY1!^Ea}oWi^R}?T z4>>d38X>(kx^aZg_~Q&f)6M24EKOSK?oo$C5v8Vna}b9{K@R8A_gW;gPjivNom}q0 YgKtK87X@yJ8!UL;J0gQ)AaGXy0Q8zpx&QzG literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif b/tests/data/seasonet/spring/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_labels.tif new file mode 100644 index 0000000000000000000000000000000000000000..6f9b131ad90d97474c7886abd7908a657f9f8d52 GIT binary patch literal 9542 zcmZvhbx<75{`GfR+}&kyg1ZJMSP~?-y9N#Ji@UqK2X}XeCAbC&?ydpy=DGLzRoy?{ znfliG%;_^VGhNeF(>-!>i~vLc0DuVq06_rYUvmFj!2e;GfBByj=wDVE007|s<$un> z0>T1d{_5i2!uuZ||6i8+>l6H&f&OLE|H%md53BqSqX(h_K!39ve=8se6#)NN@Bda! zCe>@o2x={Ro+7atQ5dioA_`jV51jJASQ2$YPKiL21 zJ8BIX6)-t9XkvQ>Xm;fTkl)6X5WvF-mhq&B$Z&{o z$Z+#g*szi}BisW-rYDKKe4tUrGkbORS++8j3okh>5^_1Yo{y|oO1cXt8=PM6$8U#Yb zSNhjpP$#4ntvOGDOi(`JGhcRxjr1Y|ApoHZVIv8TY855zC7VR@q_i;jUbE0 zq%JB{r>Lt91`p!}{JmpfZpqRMQ^!ntS`1!3P^?rF4 z4Nr_%(=v8pwvl@|B}q&u;bjAM=(|0}JQoo{YA`J07&)QU2N#*2zc#SdiDzxllo{_) z>l-A8Ko|@?R%V!U;&lg05&?3#OX4uH0xNqFD@@@(Y6)1iecfY8YbCPNC>_vuX`w$I zDt?BDIn;_UKYayT_nV%kBeq?iKuE~W5MYn$ZX^nHC5p^uGKJ>#tgXrn?5ZIqjJk$9 znR2PR0oUQ^IQcC+nNS2{&fL6GYT>(V)5k_IjbFPdTUqK)yjZKg(FvnSYxI=n9aVgh zLt1v0qpgeT^1;_vn}~`Y%4d(^p1rLGPq94>B6GK`2oBtwP}*Zi1OKSi!Bf!GB|ctJ z3QspyGd!OW{ zH+_l&?e_xaZtYY*N>n0~p&*qi5C&v_uaUJuUwkDquml_yq zQiJo&^1+jg>qU-?(e55527KxS_;=DX$#EDIQPebWK-HHiaWTE!XYx$7%|*G<(lzi#$}*)Fah-8xLOmy?oQ_q(-zy%JV0LRK=txT zZsIF(WfXDWI^$~=A2M$#Lq>5we@&k&*jzZXD++V9 zUcg~|tWPbr@NgKspsQFWlLRv3s9f_c#hwE{=Go2i}dO8 zjc%wMXcP~~bw{YVAvN>?)Y846*2qj*Zt(ya@16D8LMYxBLGIh`OVvnCyFl*BIP-GHG89v*DC=8OQ$(Gx;(M8<_L|B-1o>oYrDp>}ZIER| zc5e)m9E*I5Bt_$aGCZ!>O_j70pC7P`_R-hOjR>4<3a{IQsExO4eZ3rGr-xc8YHS!h zuROyb9vW4KxNN|?ofL)*aEKv~@x=96kjV-9xgF}7Ek?|%dw)axa{8mQ!IjbwQYWae zWiITgfIt$0W*CGy{62a?2Cj|k8x`6QuGFuq5sEzDE*uci_LR#f17=nO{oR9q=~l>c z)Oe<#1R){uoW%js$hps6Vi)8W)2)>Pk}V5bfg>!C;I^W%@d357#^;3%is=Q0cVQD} z4oS$Ec3Sy@(ASJwTgLFz_NLrD5;Q~Qi)!e09F zp7L4_h@p7rEx>I(m|44a6|SCATVdJbnqQ$$;5G3&f)o6KHngc5;mh7^_G^J%<`Ub6 zl;=jWWb0Pw%zLro;C4~&UeHI%sUkd&t569yb|Dy~6gW$GjyU^R+6>zQtGvr5CiRI3 zGFzSY8F7Q@C4tP}q(rTeEfvM+>j)8&8sd$S;#-F}VKF0itq2@ARsjOyaJfJq;>mH5 z@$bw!r$?}u_fK~6fk?bTVM4P=uJETAtBQAPEFy}6C*JdTpPZQFU%tqWZhV@*miAbK z`MG+mM^Iot`XiCWF;y(KOCP^3OT`g} z?;M}TNuCT^GK+5ZS%f~-+H=uz|9weVNuTbprn@Sr*UACWmtW~KZj=D(9|Q?L0PC#^ zTRdA~sAU{%I(mBqN}7d>HM_5F`j!>>LZ-x3={J@Vsgr%ct7kr_o?Ilp^b{_fF0tWi z#Y46k4wskFCQk>%?r>0D8g@qIC_Bz|vsp5R=NOl^cQlCp*5{g8luhRU2n_jL$fG2m z_Ur1y*YiBvj6hxIU*U>5eUXHEvAoVhNmgIvm~;ewUYiGW z>+6CfG;4d4i~|7Ei~WjS8o6;MtlOK|NYGyP3=w&M@Z_Z?Xlneitb^v#7_M%^-87AgADSg*JTKCe^M{;AO->x;A6U*78P3B(qynyov6v!?+yDbFSbhMS?src_tem8#|^DLc--`-$b<`gGzy~W zUu})ADH*1si_7hUwndL=CRj zj310q&Y^9HEKmOev_TCdBz_KwTCZlm#KLr_#bkvxXuzUQU#GNX2nKRVzk~1AY9BMY zQ|4uTYq=m>$LzE1yLm=#J&GM${Fvr!V+P%)ZRz0UUotSHeW+a)|N| zlLBYaX(>zuQowL!c$T%LOY1{$FVrTpf#4qFDYc|Fe|5kS68@(suATv5R1C=%IzX5Y zCYQK|DOQf=+t#zz^2lD~cTS9Fe?AR{Q{QQaxj$P9?fBZ%lVq!4s!Tj&>kbUmbC!iH zkyF9AY=8f=mJ3AwB&$UrftgCg=&_Mm5pJ8wLs7HRd3O)|i~R$5{3kKn9P{H^0q@Ic zPv4<~$TAnEIV?K6s@|$s_fF_9$C^VV1aOHh(;Udqq*wj(CbIg4e|{q=*YvOe4#u1b z_AWD(=$wxI?gM)VBFdjLE)Es^UKWF=!qpgGVf0Wz-&bvb%rG0Pl+Vk$De&aT5>H^~ zwucMkN7G=9VQq3v^;5J8{`mcEN0$?!SA^$9V*Dg$7*G=v0{NF)JzaFU(ziFS*@Xj!8pW)=r)|j*Wnni4T^(v7uJoxuGTinLJ_&b z@%^^Ydq;MN&+_~>sC=<7z|+T|z{s}^S$_?PL;Qf1#{yICi(n-+N4x=ghbw<2w9hUQ z41IRss)4%kQ*ozq@zKW}kEUoYT$YdD)wMM7?>QME>%&JB zmv`7pSyDlF1$H&i;0b!V+H)mgJ;WATWf!jE~=(nX)3?9z<@7p_Asz7x;eP zKa$Lmj3&EiIsu;t#{N!Cf6twZfutQ+pOv(Fc@J01QgM2wKKbCl;5MAZFy37W>U3=O zcGE$sT2dmA_OS2Eh~Xb9=JZa?L6J1Ox-`#GVDr5D_J*oVPA%^Qb;)m=AjGp{JL_7k zA%EeOU^6fQA<`Q>X(kC9QBlv`*&t1&xiqVpds5jHX*~~rnw<6R(Jd*I8-um2_IBre zw0v~T$jZjuHO8hK1uH35h+N{O+kvJpt62sdq*Bct2CNp_8=Z=u1!8CBN7d#U*^XHa z?n}^WQOv-~6@kdL$?yZ096}7V&=L+JZC<_(!0a8UI8^sA;}=+TUo35Z*u6t{$INOV zl#^F9v)iNV2ivw~ibv>C0Vkw?Y)xa~=`sE`zCJ5LxyvVQ4N&Rt^XOPphHc(~kD?4b zSK8TphVSMZe-{#b__Jsu$fmspcwU{a3{xo(;<@2_T1^*50r{5SIfb)KCPo{yd z_dtE=n8z11ACt)Y+{8I8+x1?ADlG!*>7oRwu$=ERf!Esi>2|bsynMO_Y7$D1F&{*a z3=wv@yef^5xPHZjPmJm#R(HzyV!I4D$SLpn(|^CUAUfkpoz=|erhkVYm3Am~ljUd! zMIGOt5c7SAl!sgUqV^60of`dx4bc@LIg50@hyq@@z*#S;|D)rvIS#35xke{sZL<&O zZnmq_yCjbbO>w(inlo#RuFO<#_ydrEAGweBWY{*W47j<`Xabt1B%^hO8H6!JIk-%I zqxN$UmKVdLb|>aT3l@(K&r~YSwOtYjN$vmK_Uy;~v#;qxpjsx;z9?}=+)QFR3AcFwDC7x&WNm6&j6#`Yt{LTxo-O#}f z08h5{i|1GFmW`jd6S|=+AhaH__(t1w={>%I zt^fe`Xt6*VlYwIO!tTBd4;!P*v{utggD-bmQHibqsa5}==jlfhw?WXO-@n@18_Ba0!6$4+?S)<(otRn$z> zKFXNaX;SvFG_~ZofpI2Y;_ws}%@;~y0n8Uq1M8&&o4T<^amB59!?Myf~k|+N4{%GOt@$RTMGgXsz<0fKUKo6I9t~wX-Fh3} zVVOrYF41hfGQ*b@U&Fl)@~n8)qJF8RbLPhx9%Fos4L8atwy;1aWl~u_SrOQKgAxB{8@g_2(CZa>-oCZfaLpU21Y$H zsrVM=@4%GSNTpa2x5^6~Gf#&@y4^et*Cu_P(cVyIOWWCl)c+xvL6GGwI3D;Q4)8sc znB}6sBz7TcCUbsj(yP8Vu4(?ken;-tbS)tIBJMQb`jrEMyFth8dOxL}BxW1D7E8cM zTVf9uc|HZv336c%b%sa*9(lHa?`<{nWe~Pr=QPM?(S)$UvD%86pF*g)w{)Q;cBMb% zYEI`|PM!Z`&_wGi7@US^6(ctCu`?3|~7bj#C z^UNI^H>Jw1xS-`N0+~>~Y-kSgW~iyRm|NUyo-=vm6g4MEB2A=ihqFXsL^bxfU`2fP z2_+?RI)8vN32qNgypbn{areHtY-LF#J0m(62pJ}v%2KV*2?c>%dmQnNoQIlTm}WP$ z3#ri$gGdds+r$SS3=~W>bjg@u+IwfzeyfwJFYO#XLT+u5_P+{-?I(O9hl&4;CBila zj4XaQ446kc&^YK05bj2Ac{Zi2#a1ccZfn#caZ}Ds;8)9Qc0uHo4tZX8c*#tfO;BdO zz1%tS?Kls@g4 zwDw@P-oafYaT%g3purYLKgKYqPI0dOPORn{Wl7M1Of>lWrmQDO@M;fvqAEQi!=EPd zdacmUmD)3a4!MyLvhr|yQI5#*MH9(ntNn9ho2D;c9e(3|S>v8m^2cDJJgo$Fh{oXz z`%r5iku$-!%XLIH0saVo=`e@3gcDX{)q4DpBIxZ1z8&I3RmB8NhD^EP%`c9Zyh&*~oX?_l z{ufUbm+22r1e*N2+b=kSPu4i~G7*P_N&rLZ;_1!&X!!p7&jHJKjW!I6HaqcG=j@^M zvZx_PynXhI_GS9T8UW_?xAM8ObeI;3frDi$J;q0^CAH{yNuNs9WjM^hJb2yD&dV6^ zjd&$_r(8u1>Usllk&D;ONvmoW$HGgYMXBK53Q6@YQw%F%Ud|l-mN&GnD$A8 zdm-6FpqjcfLjs=zc4tFMkuR@+Tb1^!dqf5N<;;>W+H+CcF!_iQJzraZMk;QCUQ8eK zADY5rmGgz3hBHy}aV9JgnHCpSK2OySn5naP@LI7Dzj@rasUXOP29)(zKes#n%r-d+ zk8@m2NZn?gLwWNbWqt4nda1I4XW$r$)fx$y(ovMD`6Q3E1rfb?H}~mmi}2YhVDb9s z&0tvws{q^Q7&;fxfs=pQ`MMM9kwPoheOxV8!pa^v1l+-8t>|qQVKBK2bD;K=G_{8W zeN6ruKgtm)PjB|P0Li-}R73^{wU!Vf@+trQB91FzTKL4t+BPTDTH&Dxv(TK}*I7dNC052+$P-?y21=+SE@%TfUms$fvN_wn{U5EN5CQS~zwN=K4$!XL zdo2~Ef=S-P*Sb%o&_ybKZj%bKbg0aiKxB{v-8*)0OcWNgd2?Tr!|G-Do&PK*UsPw1 zNSsrJZC_=b`89dl4&)UjjB9qBFAin6fhiiw2?}+4Tqw?^r(zsvvX=bBM%U`k&9)xy zO;E3GA_cyo(%c~bkzBAN5+}{!8@79XR2vdJgs8-(Kqym@kfb}OY>_J{+ephR1(Y2) z5T(-c!^&QxXcpx}P%A9KWsd6@bU6|^Uq?NFoSXT4>X>x)xUMvVczVVln<>atyUS0b zgbt!bIpD_=mq&B}e9s?4Sy_g`I*m+Hup%p>eV45+ znL&)#`@$Z!4sX0ZRw(ECHv-=pv7QfvKha5CZELx3u;HAf{Tv}A!uupa`V$j7fzc(p zS&F6%hQv^m?4vab%AgK77i1*&aW44rLHJbrDvT&r$xTFN^2=prL_yS`xx9~Z`RO~Ba=6;U_YIjSnHo07>)R7u2s#hzE)u6l;6aVYFD}wQu&aw1R2%?f>1e%X_|k=cf3Je{>*!D%(BZ7 z${=af^eT_5+9g`Qe5cJv$Bgy8KPOwhp&kK(pX=lT9?L0q;zB+r@CeIY=s*KKGQ!wn zBvZ5buB5^YL`y$$@fiB%t1N6a-+1R7(ae$kuGCoVRFmRd4g6q%7v#gxHBc}ee63mQ#p zqnki@95XmX_wv2}s;K`$gIPrEoefVOx!`+tIBTmvnBhf@Uns;&HIKHD zPQ&>_cZKwvy1jthXvba%s8dD<#m7*_lDDEG;M_v%?TSu=l5KIAfyw9E+U+MKbqTMC zGG=vl=jW&(o_sBgobc8GWZ3D;Hq--4u%%*}?bpgQ=d6f(`aC>k7&0X>D|fd_9r=3w zhb*@TW73xjq^)I+vpFur?x-!8I`=SAB0j)l2NnheuGZ%m&j6sm1c_0))M_jxvDoce z+jLls17PDjAg{(}g&qIyi^g|9IO!CaL);`_3|1L3|QsKevigwt&DUv*fG4!Tr;8J(`Tw z^nr_mquS_fZT*B|2%>}RF?r~kJ$x10R+PCV?#FhyN#_Y$+cz0IkRkJ%_++0T!3j_w zvF|Yh9i2O1H^$H`lW>+2b5EYXRxMq~AwvXie|+QjyW80lwU+WG9vIC^Rc?BkZ*`Qh zK`o`+{W^fG_$0a(82r577AKoVx6q{HZ3cDX`}4MRrz`Qr#rxmPV<1&+S8h1|Sq;?v zZFo@LXs|}FrHq{8ukcz`!$Qao+RfHet@JZPqTv@%v^5_Om3}FP_e`txD7|^W2|H3n zA4!W5b>t*gc<(GTUNARG==xJ6Ai+6V%qg*-^T#x$dOH2oN+QXP_O7&F ze^DW=uSmgdqKsS`<%+C4I0#gHXl1;zi^XGhIVWH!g64 zdW(|V5n2a}dmF9_r$1l$9o0ZcR$t{6DBuE~@!9b$sgff(7$R=0AUpl`12wAk*Zz`6#;FEEU+}u zZr)*^Q0SI`XyI;gess^B(jo1Z0Ch%AsdhYB_;DaM^y*ni6f0YTLFnid&xS)Y@*@he zsCE|Y9ts48F}UPP2C;v(a|bdZWpiRMZ-M$jog7G%GhRW04n@7KX*I(cX1XE344zK3 z=Ga@X+kw)olSD5N{2_<#*YqcGo5Dy=b0uSo@YhnEy`+gp)+DG29L_MIgd55}vfXZ5 zi+mo>>CGF$4m#wfM!`iLUi0(?279|n;^fTx#hkE+%5j?uQ-ZQ9Fuz#CR=1&!%s(52 zET77z=L8gs6MeApI~%QrD@LXYfI#w1PWsGJE-0|Hy+dmP$0*+Vnx73ezVlcr_L>ni zgIt^965E(-?ZHYGyMcQ-oStORJHH7m{YxJ)viY&DRw&}+?=8-EhO(fG6$S*yptC8I zU#yMMft&%dn?VOY419ucd|=B!H=`U$`qy_kz6mJxl&3EzWCixPyg7>S1vCue)N&nJ zjF-vFl|!!vby*e=Sc31h1wUCW^WN%1^B~^5+k_tywQmLRY?r%9UM=wZV$)<#HDAK3 z7MEZHQQbN>P7re!%VH3dSG?mdTo?b&L$>SJr)H9Ie!z_iHgpPT3@-0{tHlR9KL_|1 zbe&KZmhQ@>jrXK<=Dabx)r~-nSzyJ9PWpDAns9LeBf-hvbPUCWGD_kGDd7XKa0LK- zpAY;zT)!9m9_mUQTb?|InMWgG!BC3QnLHdNz^0e(^mb?aIi$$u!NaE*eRg`Fno3db zP&n7Q=Zx=%L1v4@)Rk7BbZTk3Zjg?x-h#0RhTN~lMk}YJ}=RbwW8R#1{zv% z{=RDRb@GPPDZN!|I!w*xb*9zRQ?$rO>?3jyVzkGzf?2ab(wqs^M{u#-WIVUcrCf%4 jchwQI?zMHZw@pnc(cu(%h3W=8c!j8VD9EdLKsj{mDw z7DiSURXJ4y7A9scCKhHkRc0nuW)?03HckUhE>^Zbe+)Pc{xJPv`@{Kv*o69@;k0$A zu&DhP$M}E4{QtAf|F_N!IGAi1T&&D}VgS5LR(PX+QDROOc;ifvB&%4QAy}MTBk}0Q z+fl*cY*C-qurg7FD_S?MsRV(? z(W>yU7{>lU?R56{5nj*OZnp-$*f3nYb3G<9cW_^C6x~Dlp9-7VL6i;eB&+BQs#(!P zIB63?MhoO1^RI(iMX&kUA0&uJ4PJfn_~($toavkT1R45Lfi}Q#K6U+CQEty!2CB>) z!h!*(o1&srEui=$*1FZf>bwY_Ij&C)?;?TcA+n^6iFG4v)#qzZBdiz1u(m@jKbo*@ zS%>D-lQu~tGA7^U3mUkvsGzM0`n1Wx0=9CU%c8_r>|Z)~J5DcPG@SMzr-Y_H(-ICV z3t!%wk=i;4AFkZ!-BiP7LG)!&&A#1LVz=LCWv0v`*0wB1As!M(hkK%Nk|J~6HJeKr zl4@33%T{v?F>-ee`N47?c(jw-#^orci)msr0`^w6F|>X8&R8h>W1CLsAjsqr7c)9; zhN6k?He_zM<`y&fG-Nws@*lJRN3sY0za?*5p8mV$)2&JP@i+la}aYzUr1SS3L z<-$*oh6}6s=xeRL=PnIo>L%9Wrdge>J*~-OshezxM;IOeD_x^N)^E>3I@ar$M88*h z*is5y|LF7%am+G#`GJo)g0=@%L_{gBb{lUd)*f}8eRoYw&1fQ*u`R%v)(KZvZtRtB zjNV8(W1LsGKqj4?IbQy_X`RIDsngDWM>{HLPQmpiYT+AQnYY;07`si(YTAZ$uVdj% z8W#19Ry4Nn<&Il(HaHY&MEd+7jc$)|gt+}tldi#6{_9}+Ak`0ZHPXJ$=!aYtR#y@w zVOCq!JKb#}OLd_U{~5wZiKCt|^&_Si%dUo`b!Zzp)(2~z^@{{Syt($A9FF9DTY>6e zgN$Kc4{DgAdzAt>l>s;q^9V0tl_OzI(;rbgM<(ESjwnmSW)JSdyl=A=JcJFkRI4bVV;?0)po9!0cn-<&6|God6c|Xl8x3@c~)^5(x2B=8gBt!&* zkpqGK_dXCHAR;E9J%OW_SfJm?fSY}JnSoIYqgH?AyMe|s&wGHEfc$_NoIg=0G4;{&;S2jUh{>xTaVkJUM0*0mp7vI|eFl^O-{z%26m9jyn4$h^EDpLg zTNZQoT7`GbZTo6QrH>jL^=EURqyb4C72Ol$W#51(xH=W7)XKuh4ltfo?sGMP0)}&!LR&;yo@H*5a+PerR{F1p1=IV)!au}c zW~XTj=-UCNKSe^IJt6F51Cq#nhbP>03K1M}z;2bQ!Mjou+erEdpE8U!8*1H+qvZ;E zz_<)L+Q_WQCGcpXcr`;50;{);r6Ke3A-CH*kCu9{LsraN#1_J-DpNr-K0>Oet$)e! z_pF63E#V+qii;7uTPK7VL&KFq#|ze(8VhMf>UghF-6uf<6wllTjg;8@?kvR9@)3gj z=eR1o$drX$wHWDsqshrDIAzxKmA#At^Gw%hb<%yk<#`!aN%P*&vlcq6@m|5uNrIs3 z$s2l$$&~NRsWtlj9K+6>$K5f4#>sVO7!#oDOEl2WmG3!x+rk`QrASxH80vipi>AWh z=mSh1=^at7+Z=0Ax5|ABn|<=lZ6FWWTm3P}f2jOYw+7GlNSH27_!QNc-0R#4miUi1 z7`(gL_DVt&CNXgN=4e%^= z&gAEQQU47{BzK(Sboam5u^);wLoyRYk`PnAPYCCXZ>x=W4j|OeFg5fw7%AA`X zu*SrQlbB`+p0=d<_z-Gx6Qbb%V8qsv`;9vuv~s3z6fV|Sl$l+J`r}BNezGYhZjZu$ zm}!c9%oyEwS)L)@`d(vDj1SY+^nxPYM!J=?@?q%9CV0HZ3~C4zhY7n3yP9_QyuN?w z;Y;D?`{W5uiXX~eK34bfR;1Se9%WVRlRoZ=yEiXRs0vSF? zXIDIiH|PU$N`RkImL{f(tGryWvjVQIO(eLH`-S8~pI&mw=ee~sp;S8ha7c&J$gKR4 z21xIy!tiQ09jJB7XzZ#uHd;!%%!x_d--lug8LoPFjweyoO0Ev{jJ#~+be8p`hKhl=U0YPecMPFhT_Lq8^vtS zxYee$@%kCbrri#>IS5z1qe|3<4wVTo9!CCT@d5t+C+&N3WD2V#r4BS>u;GAC_a2@T z;ZvpUDm<7HZgy)>ZnR6Iw@RUR6f;0E#qoWaVic;5#=n%A=L6=ihmXVue|8>4tDZD# zXmRVu#hw1y3R#JRzMXPAd`vZ+?JfsU3b@n;+A!n&Zrg$my2p9}W6gqf-}OB)`1_%C zuH~~v`5!}{pW}>3e>9FNN^H=@GY30%8Ct$`S3>hsX96G z>$|Oh>z6)2g(kux!w2CxFQUquMYa_e0x5bq-?k9GV_Nm!=mq+{Wt?Z3pl`cTAw@J} z)9#Ev`mhu`^VrxCI)e|(K})|Ny^3qnYo;nas^(cknSVrO1oCrk?M>nt(Gmk&!T8AN zXloh8dQz};6Jb0}Gpp%pc)(((NZ0q?ZUl#8`VJ!5ELKJ&04cL%poe68SdR*|uvbup zXSEWIBiVG;%{0#-%!j^^DQ`Wy5&(m5LkyFsMz2F?X4j*D1eTG+QcC^uJ0D76sDCH0 zpc}WSHjJFeib}gBWAm4xBo-^^!BA^#SE<+vz!#MTZZJd}EXi3%kqP4D%u(i6GdnI~ zYxHDB&txq|T9N)W29EkIOJTKBuk~=d+v@224%Wfv6BqxAKB{}7LXKrXipldd3=~~} z0^XY`XA?$NAY8@)A2?oq`Up5|Me?<+mf6-y2u(Bja=+hz~DuPP{#8VBDAB!|_U zz_XmiOn@B>8|zn(4s5xSw5!bvudvMOa&-Kt9L1X@;>65((mh7J{f8XW!VCCG%^$Mv>c6G>?~W_Zdgga_})Ic;J+Kw;-kAX znQ=%PL%_N+i6_f2nAGRMTvG+Xz*x2=(R#zRt(l?l0?GP! zNdcLqx@Q8;OnM?E$#oPUbjvC^R_MEa^^r#(JtALS{W&~2>PNEaB4f){~d}OG89xb2_bn5v`siu-ykRt z@EE>IZTMI7Pevob?7nQAu|5f*)4Qu5YMD; zn8BQ|ZnSN%nT$50k|`i(Vnk@*)$wvQK{vKzd5Vs?{)jnC*F#B)Qt|)DMsH`l}SQJ?GUmxBe zo*rpxW5MrW3jkQzXODM1!VG$+B-(l$&#P`1Ly+6QV}KzkXX>3ErlZsjh?Typp}V3! zZe?}t<5oxa2mAQuoFvpsfn~@0aT$S^D$~A+M>yjBYw9DB-B|RnXeXt_6{e3*ealj+ z62*E_1jkK99Y;!qB;}*fl)4a?wY8RSw5RzSle82ZvzC4-XBritRd!8EKws`((E`T1 zr6l6#AQNpLITeVZ<&5_V@M=LzziAiu#YmTIe^9sFTa)@Mt&z738jvLdYs3lcL%avo z;}W{3f=l&fLjq9wUaU?*esg2!&{EPnm9SU6(o|H&to;K%_V2|L1cwB!$bjdPp-r;f zeJ)%B0Mc{a5N+U-Mjk>Z#6{;1t^HwzHyW>EODD}2d-VbKTDX9(MTY?i|ov?&4^qZ2rXF(mphiAp&E%(INdo;6wnaT3$a+I<3FqQUjI1xngP z7qmG~f!pc9Qj=iZ!jV(_O7wmg) zu*3A7;+9e6#y}2mYrVZ!&S-CU@F?#Zn+0ayXmV-yNaWe31{Kcfj)z4E0_)aymOX7U zSG*9QHXk;|U?%q_PwDek%v*4EVGy1Vg{nt@d_qY2g7eMrHj3{2&u71Gh6bK?jt&IF zjButOG!rL-xUsc9AR@lMPL_)DDURPx{SJ+ZQNa!Swn;ZiZS8f9& z#L5Xc?*>3yh!%%G7Um~XoCzx&)K;2U%rF>Ll!39O5+N}ZL&z)#90G0(_2Q120M`tJ zM(@pEjMKV9-X~taXBM94*!>0VQGU9$M_!xyUi@k^(H96*v}O1gu?*oe1>5Q`^dcs8 zBD{=k3}t=3l+F(oZO8OKL2MgOrOgPKPowuTow4%lLR{+MHC*WJk4NQrj|B9Y6k+Ua zqCfESx;|owX9TJh`OBt|(ND%{RW|oy4eiIQ4|JGVBalvlWpys5a_|lj zxQY&lO5046aJnUZj7s?lVajI^V3iD{ToRnUOMWI?U#^8w?5AjZm&sN$#*fZ$zk|MA z+^OFpFT9lQ$c^b(5olXDBD6u1==ldMT@XTvKPu>=WqEnLPUa&>%*t} zK=0`v_yQH}DVtA_tEa67*XO_*kfbcDnl^Yjo%|^q{)ZHNr2Z(^bn-1oxGeF*I`8uo zCm>R8JYcq9qM;4ObO{AN6C|HWqyzgeim7pJ{9F9xrW80rL?oriYV{H_Q;O^uFeS86k*ODJEx+A?DX0s2miLH zPG?cDQG>1LOs5vkx2f=+z`=zA&m>w4&98Q14c5CQTyezURa~|7XE_t%nbNUi(H>a% zeg^%SM{YN+YuBgp?`k^5RHl z-%Ob{LDGo6!z`uwKMwOuT<6jFOX<9BjUUi-kz0OqIhcsgxAd$M#dt;;`~j zzTwK>LyhW^woa|KRpmd^>-yQz%E2zHm@am0KXa)2BTsy-=B*^3B`FbJ{d}YH;yf1F z^O(@&jBMM@lZCIT9d(E4I_7>BlVI=`rM)Ft9OX0W zr-XdUuL=)rsKo`tSuZ~5CW`3}2fMzXqNdS0hG(zOq0p$7Sgx=|=MxdcZ$!|^fG#SX z7K8z_v3#CwERaVE|BXBZ8Q$7Cls5(MR!QnJg^!U6PU+$|nIbo3PXhTuDWnAU}uKXqd z`el0OetC{Qfw%>GoH_qELl>9wO&#H~?y8+hQq3lw279|eZgLA3?E%3Fco;4M#PM6UmAzrmoBU*?9eLEEz_r;y!|oG zcfE@s?qVG%wH!S1>(^9s(B#yDVy_pPmB0Fz(hMV|(N76O7d z1t!n3E4#vbMr~X+e4&@|UA!ys5U~!V{ZQcpO+$0gBIWQ+QA~0An`y&TSgz+K?)-RX zO^tX~RpYE?rX+jGR6d=&p)zc-UH*X!SP77(v^asFe^c|7!zC0fSMX1<3W+6YcD6ag zAnP6pNUy*{CH&s7E$3>e&cm87TO+~APBc&_OBDF%Y(QtZSpK(^PIHUmdBIf8^ASXu zDdR$(J$JglV%`(0vaTs_Y%RhRJvVT?lRsuN*?y=l+Kr!GJrLCGR=1YGZ5qBb>+W_1 z9E_T7e20gPvJPYRhoANRGdl&2-6AbA!eV+5RiQMOx%dyW#{BViY3e8{8uxSthj1Br zSj;u4-{!d*!r^a-1V1$Fo6@KA3`S1MKh=YRyxU7gUgTWx2+S7ZoK?CJ1P$57)D9lZ ztjbmDlss%~INttpc9;DX^qG&<%SGqLsdmH-SCW^bgr*lJsX*2W5$Rhu8Q~11AKyVD zEbGTXFAZUNm`dxzsK&{NVQi1O{QWl@GRXLWr0T&F2&va%@h{avKv+33OJ`-K1ocpm4;Svo*vp$~{>*Nii|LMpgon;pl%# z8VPgj%$_RcE;BGWbrRZ8Ue!*%e$u%IYgJQC==zaC3#B#(J!G3mqm=3vJraloRp5uO z(hv2TX#It^O^rxCamLC-)!0gJTBL-NEbhXee#VqRrjpdsMQ&Fd8jwjn*C+)W2{%o^-z&_oRzl>KfAaEEJS1FsbB~Zfj`EJW zq~o~}Pu?j&+--h5od}5{7)$Y<;GI8ViG&@UywOY|#s^j;h74CknZvxoI8$$35bj+6 zkS~bzbkATxZ}jyY-CKDg z&X^`0>;VlT=lnh}eq49e1tCXB)Bh}6!b5Nt2Jnj;o3a*pT5U&$5qcvu`(;5rdYjrm zty}~b^K_lF2rgDq3I#Qh*CjaRC|PG`yBNd(dN?r9lEMgQCl|;10cBF(quj=K^SGgm zqMJ$zdIeP;sA1<0pTx+B5!z-d@Ms42Ga3v};lbUOQD!?hD6g4m_nY=w|N;hOUy(>?VA;;7)35|;l3n(^j|&GmE$O2Ash6iR z{-@%g7jnw#G^+bWU&fuKXmkiR)p*@j>E zU0}Q%l%Hy|>#Y$(XySf1{`80koV#lZeeY`$;fzv{&CcKe}PHgrQ?n><3 zMszm%eLt11mTUJiDv9JQMWD-;0Mlh${8|24?@2&@Saoe)Gr4%{Om!EsBQw8x^zN*pSCzBI&P;u0s;AJm<}*`N*y&-YJ~zZt*rby~(#Y)P)di2J z<6&?vItLQL*ukRYS&PVQY^vLACRn@mesk{N_afpft4!To>J^(t2`Pl9V~#B{&!oxB zP$qg$Cs=Atd2(vg!fllXCx1NYxzBqNlP?)ixMuT{_u7M}eJY#^0ciSP7+=5PnWkMV zAM8!AgPh$8=K!S&>>wv(Jf<1wuIJ?`^$^sQYrz`Mv7-_G(DqvN4 zm6=*vHx9~<>FDeeo$=F3w<1$M3s%;5pK|ruAMQyd>~pm3BdfLF`%Uih;2=>~CvgPL zo9Gfd#4eJ+SBRW~hb>}5p2&(2ccmQ5vJvJ5)76LLID!v>;f?EB#uY2L-9nWzu3;t- z&+E(JwRHgoODh+Zs#HXpl=y~qJqEV8jY2k`JUYvZaWeKac8l{JWKi6Il_@E4yRY$6 zmP|emD*H$}6^9C`m#KjK)eFz=92$&IH_*f_up@ZD2u=!x-{*g^iHpJ{?sdz|BuB#b zc7q8JePMEF2*8j#6gk!d6QI$ia{|9Sx`k_9S%kS=Tz~VA<(`&Xbx;N-Bozp@(nb>H z)k@8RM@|CWnJWG@CqW1%7XqD;zeDWgF$pFH^y3?8@2PZsOXL4gx5GkiXFN*H^xs<^ zu)E&qC%K^{xgglD25fZa9bB!+3^pNy`R_Yek`yj|=^B?zpy%&j{NVo^_j!Ev zHC~=aeK+?Xw_oThK9>)8P0BrahQ9J3wdEqp#yxs<@Prs6u={|U%Dl*TRNzhE>VjzW zwUNDefKq5#X7MFcvBT`g6#i3jXoAgtLN|@4*+Gn|Qaq6&L;H4ri12Aa@_zlYO{`e( zY@7Cmwh%$Hza{oqlQ$iny)3i6e!t}znt32j2FxLN={Z}{A0Fzfc!QZxL-r`<6Awa= zU6BoTZj-te*@;R@pRA>WGlGSzK&ce51d>wholq;NUDHT}+N{(AoSDRH&Rbqom; zLO>8JrvV+6gb~XNP4#xA#Lv!!tU=;Ox16)=Q?@0c2l<{OelJ~ezFj986WX za(s#0#9%Bh`88Q~G(4t!RBUm{MRh6`2#$BxM0{S@9AZ+&NtlD6hBv!)vESj|ZgK06 z`BY7bQQ?K0z|)zwX2Auc2W`L_?NehcM?=yAvLpZ?__#l7E}0XA#$ZQpKL0Rp2^5#~ z1HSdbFQc7MnjZPcVS-^h6eyBpv247BE~GPbZhyeby9q1XQ4jFQX0BR{9D8tPI-H|8 z9E@74$Sf0dR-)G3479zS-@@2cfk+CvQNH=;7ALjN0A$W#)R+t8`fI5VDtLP9C z?vghM=aXEkA1t6^iNIG)pLZ)fR*j3CX)kEXw6Es$UjNdl%NYPXgEL2rv4ZrGywBd0|vj!~Mp-w|?8Mm*>NbN3DvQzpLe)#aEuMYev0L*av``>gv&ug#L;R zc<^y;Vdq<#ZpyaV%3^<=%`gbx65C-nqAZ?j3w=ni>UT*jP;=@ zUztMUHF96oQf~1F{k_suVZI!S0h3?j*}DM2;_ye!$?rx8E-~Edb>>h|{PcLKeP{9# zXI}UJ*lYMU#w}spDi2Eeb6yEw3BKa`kY|gf z3eDPv^JX1s7gt?eGZ^GsNc!<_zPP&>T3KaDbIf_z(M!`Wd9?RC?|=IV)$r!LvQhPo z>2;h$kX;zg%F2C4!pNAY)@iPO-+!`|RR^NBR0=WJPbVJyIdKCa52%F&c1JA;ZAx3x zv13IRklj@eb$CV2Eaw!<+{9cm+NdQ9z!ZJ9hV3x$^D=Q)Qd-DSMj^%i-R3cr5o>R3bU+ZI_4i4PMl~U zicu-JGVfRsk8+RH7Vxo~V1cTpaMMQ5gUp3YLkhs7F*6Kai2d9fP>2Y@#;!A@pv~hi z8HPy)F0Eui_S9XV`$)@gwXO_R{;YeiW!jmf{MC{3NWRnHjb(Jw_m&VrLT3#47djfY5TJo*rCZU3;;#LkvK=bi zK_X&;2q2_=r|f*1KxW>^5J>sMF1q$5(em;pGqr2|_%OM-#(`dmG$(RFzb~@0aO$F} zZB6U;a^23+5$>}Vopz9KG>NFPWg1kwT%iRJZjml?O#c0J>9I=H9YeX4iU>K!yF__ZvBpu;3PbuS5+a8!qNjZpKJ58Rl-c# z_BcEB%`iGVww;@d1#0}KmLMJeFD3h#D)=*8zElPzp)z8V(ZpSPSq?a>WpH^%#JrDe z0)Z8SYu@dv|Im=Ce#Kk0cURwi@>kB~JP}W7g>KxZb7NCsHBE_IKj7AtEP7$B-d5(R zxVhnmP1-e<&wE?d1rPZLM8(orFsu!*V>rZG;Die^ms5nB@RQn}u`+d;(=u2d{!vM~aVcJ`x&aixh%w0KYt@vVjQxPhw-Uym7VPM<{8R zk06$%`9oxbi9^yy)nu@QUE0WMOAGl$OHn4%EuA;C@HgiKe=l^1e0gP*BlH~~Jket2 z!{!%ZM=7sZf7o_Nj`EvNT>Yc|=9JrvtCILd|?G>f~VsRW$iL ziYg}t!PZ4`tJfd^#pbeOP6u!=zbJeXWd9j4-;Cd#aOrO;i|aPDg>dLTDZumBosxEi zWv9QKJi!>j8RZMNl!W+-2P>nTXSe1npOn2f2oYOwpw%&;Ix~~h>V_8_+gHNYhc`_h zD+~NUXso63M3q;|`e3^mX&gd$0sd~1;{%W9G+ao(&lEiJ{-sBbFE_W4(svixF2?#G zh)=D2@({tQZG#vQ${kAtt@iz$d;w!p=RhrWor+H63~p8g{u!~LJ$QcerY1g3`03)T z#E-4lX5z6`nX;G+h^FE)kynHR{liN_V5~)3ssUZ($N#y{YEuKxWyGfGop$Vy*+u0; zk7wtEi?t<cG)A{@#WkW(VmK8XZ4KnDjcW$7p;@}xjm&*@w$M9;ZN)`tM^W6`H1-*-T@=9L@xZlCEUUEZ zD0w$eUonoHt^n0RM~@!xaBg#ir-DUFk2xRO=33ULEodU_fF$bOS}l7vj@=VqC9Qacc87>%&-E71zb+H`$j^tN;kjBbFxPNCNw z1P?K+x5LqHalSxv5j_E!yab2R1k0JHv$XGW5S>L|W=9X^zmnek61mUtuIm{*QsBJw zbe*E3;0%c3jQCzl3XGq8Lt4-nQ}n4`{{*Co9OM=vQN=BSdK-(-hgPJU3SEf3{Leex+iLwUzddB zlE6_gL%2FdHbXctH2FoTq#F+zRbbZO9rz@ipJrZggv=wmeYg4gg0m>jm#)0gCGx_t zHB@zcQ%0r0f&ddh?Ge0XNil|0eiN)nig`j=?juhS!g|#$|4^rq(rNkh)h0tZ z2@|=@B4G4jN{n4I)OeWs23V5}0mnEn$^9rMPyKpO7fnMnkQ3T^O#m*Ihl(4?Zv1qf zy?GiApwBbr<`S@CLFCi#+;efT|D&5%o=L*GqI?N~w=$f&T4{7BH7b+8$y5nxqYEb3 z9a}9?AcrHrku+S5DF?^gyNX~U{K}=Z9^pSj2uqHt_~4e5_l4qXkbF4dwVp=Kr>fJFTsU-O^*9U8`O_sLPgY{I zDNIL%9!xA$*rAPvovfV>`-8IBtwySq7z>kKItJ#bcE5EdPW(;JxZ2jp0w3_qWNGsc z(sGGsNC9eet==%xy+!)=gp;M>4G=W^B1~!eYft)XfCyQ`bm;JA!W8=wB^rl-nSWQV zbF^_&fGi;{&^ldK$w+oz{2esO!q3@WFe8Bj>%`-%1S)Hvc2jR~%ipbjUL@o$3`kHF zK9x*|fik_EG&V3VOllmTv#X1BBc_SI3@0LZ%LM0XNJmCv1>Xd%0cm_$OVm`HS#=Q0)N@UUV?>q`t@MBHrbHz3Kkyx$!ScB?Il z`t(p3K3+vdWA2tOaHs*hH(=7d@9cm*j~BvoHxN$ zL|budzzP=!&NtOxyc2C>9e)|(0L7RnDi}0oIUd5sp3=ME%+(`F=+P^jm@fis92j4$ zNHEsDJy&6JqqK&0Ft0S2TnGVbNXdM(%*PzC$zetwaL#X##0E z11M_UUOvoRg_#UGf}g=3QvdZn+Kroo*^Uu)iErWe>qsf<2z77b#fg(EBVA1o+kyW@ zS~pPVmaNy+xH6iM6FZ*>(3YiCil9ENkdvWq14 zU1NSjBgK)eg+s!mub@=2%?BTRo*qtbo@wYfhPN~tJo0xu`BIRO99!Vm3UN_9^VxL9 z+r0{mY=DOs+FGB4`ss_zw=#|HFvh_XgHy2o2i0X|qs7arws!L|2QP5sMe6W*Dg=n# zOeb_7alFJM^j|iv}%b497b9Z3OL%M+KAodhu1?Nfs0MT$=irr2{PPcSQFgt zwR_@ohobE9I9O8v-g=5skHIJ}ws`S@~lthzVMo@7{|P(KBABLRM`DbiI0?JJYjn6Z;k?;q|_}NZ>MEY8G}2StMDUXZA4r*1L(YRfUmG-O&tRWt^mO zeDL#_s)UvY%|1P5$}%zMkKkW(U1=|rjTI@c)`HQubS{WA;9_Ub=WLd9YURqO2ul|z zJ1K(xC$ACkIAA6}bG2~k&9e{E6f$2*00s}ogg6TPj8OL8!kT|?AY&SIomH6P5E&Qa zmxUe*{RA%Znr@+E49XBs7~s5kj_#0TLO5leI7l zCPJ@Vq^Ef7D_vQOk`MfMl-bGO0+2E`Nr!UiBW z%KrO$6)dAPjLMfZzmI+XG0ww(S5AW!VI&K?Jxy_-9=c&%BqD^XP=dOEjH}O7oM_rCP>2*n6cg% zR-}5~v=z=u0sYM*kahT1$KQ!Hjd6b%GpgqCpRVd#5=pL8#3{l27-BCuVs!7CEyl$Q z@?C@Ft7jIX*9I0gW;E4sAMxlN5j}3_^JtGDS3^|iYV4nSZ>O94-n%Q_dSLba4tVlc z1~N=>N_vt9xGw;(+Vfdo$0JtFL0P{ERmlt;JOrP>ff9j_XZP*Qs;qtmu_OCLx4aSL z3)|5S!p4e>t`4c*5Fvaf9$17AgxTXTTqEcdzb-e!!;) zE|i-hzXvC^Nk>qlzVEaJ^C6yMu=%AAI}g9}O4QkxBn1KQORSkf)uLD5ET*20BjJ6a z)L5wsT5$(gDb^^B;c6Y3x=-ZyKLQVO6G%nv76g|W)5$bidlo;zHTC( zS-oj4$S?TSXp=IKnQWfMFp=Z7cUtpy5Qh__s%v`4Q=}+YjdIXhDf(eZKGmB)Z|GP- zb*N~~QQzEv2~#~PlF^e4B&%z!HHM<5!c+tT$iwl=_)vIOX%(++m;lEa1)jG<&VzLKBRzxBL}Eku0c{7+m3Kj z_xqSys6TxjOqwLEUcofvVKNvQ+i0U1%d$g5%9yO7g>H`3|NZ<4^K*PoQCy^{U7NPq zCcjiY3&4rI1R}XZavnPB%gVh!@~W|*Q)@TS|MCZ zlBn|k+eI8IBGiQj*Iu)2j0uha-;Dr>>#UrelJ;~=JyyGMQyQ~#6nH9h||7`!sBTH#g-p$v-y}d7Qi26iwiqcEUc4=hzNe z{LFqWkvHD`vY8dCQHKX9W4bRM<-U*3g=|Cpmfb6>{ljExuo6_G&ysP#SjL;}Ab?ww zD0+zrQL;ryW2c9gyEC&17LU#VRs^fN;?mcH;-b@vHcy5SVkA9tl4x-nAkAHnZaYA@am)j%lgHAahIix zy`H&^4|ss`C}OE=`gcaAkMEOq7KgTdqAZq-{|Lr-%hkWUXySla8t73Z5G>h&Qckd1 z3chQZ?(Drj@ycVMjcVc5yzB`1Z`&4Pp23U@?+la!HTjxdCEd$O(1VKv4KB50$Sv@M zfhiZEPJ3#A`yV{t!MM^ck5$sZ0lp4PVavh&M2{dG@RJEugL(IU1jdf3!^)_3tsyE| zM`uU$Mv5^pe2#-;6OP0KO znWQ5O8X>)f3RTgW%#eT7;~&JwKDhZLUq(&Ub=J8w^H+%PQbuBZGl@{Q(*_jI!f$Bb zZxN)z@rjUqN>HzHu{lTo0((ZIt`)zAw{LW#G+Ic>(}AF!eBa<)W_Y0Tp_z=^qZc=~ z%2!MNlp$GB@ml=a`}ag{>j-NB!8t+p+XZyIRxs?ozFKm zCPZ_Zf3_;hA3V!;d>sTXN)8gF$KfRxI891if(px~V#I>q#DHfOhNl?;Bf?)jBhlbAI6m;xmcCs0klA3BD!H|q(;NMRW|5=6L;dl9k^Pby5y2ipm55a*P^S|h#s4p-x^M4q72S7$>zA~d``W~bw zs`-y&_PgRNh_YWBYE3sNTpRdYUqkC7i5lP&ASIcWE?Mrb^q6fSr`nmnHr6P*#j$G8 z5N-xtqDz$bvxfV4hkzJ9J>|FJ0P}Z}C!6kW8mQBf_8rTT*Nem28)XZ`(LyU+@*t)I zhOWUO;ajxlS{sa9$(+*2DMRXex)`aV)(?EvbFS09`f?$Ym z_+9J$NB>N7Bwn1&heiLoeoNX9>@mF!Pp*jrgw$-~8uc0)cblDDm#}i_dj!{Y#=kT& z!D@BiIXCstPV2jbayrxw*+0=LRXQ~xCFB0-K_K&eyZJxmiCvtDAaDg;O~h(_0l1{8 zGvc9E&cW%$*-1&~wW-xaCsuoMu(T^q3Yw3REm6@Y7bKcsdwFJebPl$jrDEqJo5esy zc$mVNkzEZq<^obNH_Uo{1+YNMX=3!OCS{#>H9Ozk!$+Rm+^2muOXPj+z{>9c;8oy9 z#N5*8IKNSEw<^buzb;(#G$A%;`@@kXC_jsM=Iid4vob}P=?F+$V6r46pi&#zw zIlbc*?+oDzN6pGc`&PVGnN9uGzQfau_Mm6XF541lY5s>)D2l}K`gpNr?&%QkF?mi0 zZKHt!pR*=R2^n?ArE^rtCLQLU5#BCpqVRlC#378TG%{2|!rZwTw9|nf#&q8?gCqbF z#U&W^`uk)>tlXE>5($rO#hG{mmN~_!gK9T8OSg60sca3%=w`*_xY+$Qw!K23`hya4 zhmh!|882_?KOr7&tyjd6|4MSgLEJ{zA{4p&39qZgE#l^VlKy`BSnnYL!Ug z5SDXBn;@!Aa*Y~_%F`1H*AY68urwBNMSs25?BE1Q)I`OG13T1%EYbx2N~C6)Dd}XG z>7IkFW!46rZ^g0W3Rrr^egWww80D*21y41Z)<4%#Q`ontonoFn!G8{-j@UYsurM9J z`k!SnF~l4t`QUZfU{Iv(WRO0w5BsKQ!BFQBvUExZbbYP@q1jlq%G35iUOs+Bw3G8p zI+*`a@uiTU*!6{MI`u&gI_sA6Og9Mr(oPGciVwJ33{8Vsrh`7NJxLoJ$AQiEj%+9n z>9(6{0}-SHV+)`EUgHx>a=QgLP@Vn4e`1b?RI}xO9BJyl<31ewG6g)aSejMfPL*=8 zw)?k+391wI%Y!2c`0ll0&ry-tClUMQ;RZ6CNb4Tll~VZKR%t#DnLe#peR%7ro4!ZG zY5T>@k<*h}__|^NHyi0!c_}k*w}&4NIsB2Wiq5?T-wv?NfVZlJX|~lR%~b_T1NL$Q zdLdceCzfEk8&F{QUwAvGC0&?k%a(21=2td$+1#aFwr$(CZQHhO+qSFDe>(c6U!X7Y z1u`R6M8+C(4r!j0xI%yg{Fd3j69$;+Y~xd`P@wio#sz7alg$YDHrKw5*NKAE2H8hA z2=kjb<~kufqRyRQiijLA%Y>faz`rG35N0~*~)I&2h^ql zy96e(o1(^;&2IV7fM6|EN7X-gU4Z$YR9?HUbKwigdrU3{JYPHqMWP=&Z3XQMWd<*rH#E>Va>n9?y*D23MMA71Jb zyLyI3K8AwxTf}{k=J}iWek7Fobgs+(1O0>BKQjZNAC(-Eav2M5z4R58`Pf4k@u0p* z|C@98)qnoI&3<5Z9RP{LPnoMUMAnxF{Xt>CCs5#Kb9p~_2W|9h26L%`hS1gxa|+CU z?T2W|f4-_Rzg6}=jIN=>~mbJ9vN5y=4k?+LR?RhY_>F_}Kbox!MPFmf^A zAxWxfY(wq%#-Y2OaL;V4IfN+_1491;%s!30a4UzF=zoG~^Ti8yp7mCSq*_Z1qhtG23Qf1b$^O(r#WPWsTwQ6+6~rcPpgNIKP?crmQ4&a+ClC zu9lR(LBF?T>)$VsYHb>a#>`>PmNb0&;1j$`yVbvBM&!9$gNJJl5u*x1km1^&x^u*zMigkzHMZ?~6A<9Lhj4jPKpU}mK{eY^fH z&ns<&R(y@WdJyqQ8a32Tq2PA;(tu~#l!xtsHm2*KeFA3_90Kxk+17zaP`N`+!m}t8 z7$R;;S*Ex$kL92wl5{Hz-RfJO826$tN&`4T;^SY{h_^3_Eg$qYn?RrB=ZZ63*#1xn zSkX>(v0kNCv;52Xh(1s(c3f_WIH)f3S$JY zjELl(@zfXfSR_6eH5c;TAZ?8$HE!MY-<^_Z8_!BrJj;}3=7muUEl6FlxYeXY6C?b# z`Os5JGk@^=$a|^1%N?rJP#0%%{THc;LsMJ=gFWS*=t~Cgt5%Y(Mn7G1-jvDQ?jOLl z`Kf>&KbAXL;~qeL%)uyWM5GxnIrPp=n2lTr^ofR(%zV-GWyC^l3VN}GL6x||)%|x= z=4Vw!eC3H(RmJ~Z%#$jUx~`|xKbajXCk^)MJuO5Hj_RLdmt>+}3uSI|boMWE21Y8e z;J!e4@4d=%<*)Z~3}n%+U6;%FFV0T;Y#0=-iT0|lj3E)&qe$}ay@hxpb7u(DUqBs* zV3MtiK{tV*{6`CTFqx^kcj-c<8*Zw({gw?p^?rP=3xT#!{T?j;Ru(ZPM-4YNhm6>S zy;IQ9+Wgo7>#?|;1WMUnEzi(Z?(XK1I8hM==rzD1LSG*FvxYwl6~Mj3=mCoE5DIh8SJV;wigg)cVR@ta#q}H# z>Y^jtx(ruP9n5iW%_eETMurm%f_ycJ8T&fK*%$|JPk|$C2oy*K%WWohrbyT&k8gkk zvg9|twFX|$vOB!PgN-xiY3P_$3&X{E=5?coiIQl(aHgBnr}X1#F-aIn7{QAhEp0w3 zPvALzN|qyR3*)2zE`8v+tX1glx$Zk_KukfqBoO5PCLV!%=H7Z_DQVD}mHzqa0Vpep zt}@ob4RM-KhZ=q(V6>wRTlzUgrnD!3Jm*83W0a1K24{Fofd$D81*|%l>5`8rc2=(x{fT5U56e_Qn1at7D_3b%$~8M$vU{KAJ`tjZ#W5sf=T zHnuyWl#RsjmQ|uzQ@rQx#^ooWmW0TP<{oiD$1(i-17M5hfXz}T-Q#Y>a|u`OY>scy z8-gO~B9wtgM}6!CQDCZ_!L^gXS=Vbk;MycCpZXyM*H8ZOz7&E9@y%j~QT5JIRvQG? zSoAvt9y_$i78Pueh;3wvp;PsluaRBGgv7Q+zl)85;G%_5BQWWaY@XSR;P7zs zCyt+|EmW-cgo$HJ|A!h%Kbd6)iH_#Rwmymg)MHpjY4y1(h?#mXA;yQ{?; zpLf9u+vI+zwEe7%Hd78FgX2M_q;h8&Z@ZF%jn?e*G_ERU1#3tPCjp40&s5;+(3HDL zYO@$oAesKFY`#bK&FrMh@f@Uc5QBH*{xU2Hp5cONMqG{fBHx7T0*cVaQgxndsTYk4 zzwx?R7N`5ZQ2{nhe-hFdzq=?LPuTnHm1y2gucGtFM;<8ML5l$sWM!t}T7DtR)HuK# zO)C32OHK5Ze5THO{UG0>gO=e2!-<%6JG&TL^dCO{Bc_dDu<6gqlKie(BNVW#7*P-CT0PUimk__&x&je3OFOJrh>@l z#V|47wHmUPke3C>>+vswbv#%YL_|DHgq*YAOS@j&ho$)^bRKZIA-K*C`%SZviJA8i z*-mq8SeO=Y^QUDGS|X3-!4OR#vzMYb0V~9ha1Lw@W)Zqp2p{gm&vNNTwcRj9cc8dk z2wmc&YwMN<6$#G`y4imL4lUmv$@k)wG|gj3ZJ@6u^cj?%^E7PkCb%zBVZG&dD4;04Ak?ifq7wL#6{i{8*pYI?YhJS4hDD0;b^W+#SHpD;`>S2r zcML_oDVqD6R}SN|i)D9fi9BQpCCUv6x;5TW)!dno`fEc{K)LBBBi+%L=!zO^v~YGK z?=)+?Pt>ZORe8oUk8f$?--}sbW{Cb4inV4FjFd)sEJhA#?tnzrdU8`zEj4v8+ZvLD zV?MLrrN>56?cIJMh}9eKE%ev}?5+HU(722(*u>vwNlMIK(7CZhv=V;<%mwbTAJWvo zIZro3$2 zUmv37-}3A!^slk<`4pcTA3;eIfo}>DGGKsvfwZm@b_l+dAkNPtwMq%9VW#!AOL<=y z9kuk>bVfh_zOi2}Z-LuFh zInd)NLZFedkbWG&%2)l6+ZlH}0`qH1j6K}H*aZ5&Gwyl#<-=iR3Wf#!+gF5FhXs;2 zV+hLfi)F>-{URtZ2Qj|ddn@r5Ar5WZPzJ_V|CV`z$$61n0fWMl2g5o{sf$K6M`c!U(grjn@06^!!2PVUh;0PiRsxoRK_1`AsqTpoKIZ+8m2h^ z3?t`oa^ZT_LlDW8jIJc<61QaX-oNhy=Fkq%JtLU$qGHMvIyxa)A3nl(DqO$!ls1-n z_`;uCJHzCpc9s%r#X=e`9gm2xd?SjvR-|k>V`#J=wRQCxso)Xbx+Rq+MwaRU?os#y zwVlEFQqEa+TI)c5%bS~n4WMT$n@Rbc0c)eF);gP?n$4f5n`u3P6NWXC#Nzv;47WWO zuu;V-84iQ{muzK5Q0DMB4pH>(Sas2k4XTUkljVVG%M#|H1lwa>uIYet)o<)a7 z2rvs1`PWo3l)2#hO~hrDHJFeQ-Lw95g1LM3;Ry0scas$=YnLzQCOr!_?9&jlH#(7H z_PKJw0%VJSvYfjFU_e9gB@>Fn$rb`IifuPI!O$6+!tv)y@Pt|b!mb)?;VS#2aOiE7hI$7D==B$?@{RMuoAezKQ`%)I`^7fh>lQ3@fSiHTt^oq zA-*?+jDNbi@s?c@*h-xT_zF9of_o)an>k{0PxoZB6m?+=CR3 zinPip`NRn332Jsq>k2)u#sn8_ynC+7t_<$19wE*GS4M`^?p(y%n64^Jua8-cemLMq zXHB#RtK0|cos*7kWlRPYt8C%FkDT0-wgwgE>IFnE8{MA%)8NvD+?3;IYBveNAuK=g9Qowm%iL4Sq=VH)D>q*?I z+gd+PPz|~wM6esI*bnh)scsB*VL7Jvg3Bnq+wBKPlBcB2!M42k-#|eGFISYo$xsY> zJlGb1I=kT)j=y_Fse9Q-=|B(MN9{Ro){Hx7G$m-#6lTM zH9J>bogTuNR*0tTY^_{b9X5fEL+wU5&S%CUy)#5*64~PBNMQG9-yZ@RrOQELq#Pm3 zYN9A28#MX%wPnAEB}E_orIc=HCrM#J%()kDp52U1Ga^E+%_&vr6g7SL^JGlP_}g1v z!r&$6;jZsoxTN;#P5igMyq(|ekt0{7WrfocL$xCdSW22sUXDH)-NlGg!U(;edn{m2 z9e308;;AoYjO^JB@(i!6m)UH%klp%FvmWK;8bqw*mb*&F%#(gw7$<5ydY?h9dW5DL zJC+tVq*S(z_hUvRHlS12pK8)Lhv{+6?hYsWZ6g9~%)np=0Cmhd38Go&DlEN&?5b2* z_4iRHY)zu>*iSNs%5W<_ovk66gRlDEu^^GmB{nh zqE)h6w;)pg{cS%ESW~BOmPM25|B7OO6U{B3J6H%Og}?<1J_WN$4X5yhs&$&$+$<5I z)#gA;>$nnzHK&G4XjErIaK`4CLpsf(&uhc78ao(kc_W+bBMBGpQZ%{EmwOx-JCx~k z109WL?5lFLX%f4#DL3k{+28aliz$KD`!b% zqCwo8+TYi#h)5=dW}*&Du#jV?mfWI;UR9fjvm^i)SAn4#Kpnp;MLd-EZ2jcU4jP3D^)tyGY;{WOEnfzikeZawCt$0Tz7Ezba)% zhCfDOD_+m12q(A+l`d5eu|rF;yGfg4un*#P1Y&ko-@Dp-0ZlhOjSnz2{OLD@2ta=l zl_Fd`3eY3YL_ySG_Tj_7Y*~-Ik#)DqS^A^yXA#||y8gsgiR<^Fj5G4`XAi2X+D{BR zs8Zzt*=coVng+{R0pEP9XBWMJCQ*ncCB#5owW^zD9Y1M4IPk?+#OQJt$|XIW6~x@0 zBUDxhGa(n>?-r8r!oV$zyt|f?X0?IW_4M6FVoOT&FU6!kOYyx4J2E2=F^R^cK;j?V z5kfkxluFOavT$f=b1+`TOhmw)a^SGS|Auxo{5MLb9{z!*hBDjpf>BkXC{U z-b5FA6m?E;Lsm-}hDlZ1w>ptdKpDosg}-l~?otvXO!f`ohT-Uc$^S>6gBpg5QyPw! zA|$o*b(-+-L8qlvH(=nWyzKa4!A!4?ydxE>6mLHZIe9Iu+><{eRujXc-8DIq>tBnN z_IUJ!q559fbwUr&8QX0iy6PG-xa0pDW@mY`6KzL^&fZmaeBE`O28l6K>Lk2!KOv}DFDlwoOJ2eyX5s+-Lsh32GK`tu|~+5ZzXR}(i1)gE2sewjWF*|CxYD#lGz|q z^hXv!=(%as5hKwZS>;?;V^N^`>t$WHH>7IsT;(fS&DPJcR3ZVb2jc7?3yHC;?!}fM z+Tip-&F%Xumv&kc_EcxU@AcaJx!HW_mw&W|xT4C=3Tj5@~x= zJ2}G|!{N**q1gHr@&J}W75Hny1YL*`lzV~pNHW6>VUBN&<*|-aHaQ4E|Gcq8Z>prF z5M7AxVZRUC7|-Yc&I0@C-N+ZOtc+Eb);b@rLKeK~BwQZ^$dIX9D)=~#vr2NliY&~` zdjCX!YCSD$(Cc$}BB(3|ULZW6h0}JH9v>N2x}+fRUA87K*;{)ZRxa+EYj+4d<#s0vHYNOi8v;P!D{#$?+Cj6s5w(`tk&`h@1K6#r= zf39v&Q+m>@!tSMe|7l-`8XIkiI6?aG2o|Jw&u1mhq1u7~(E4v_y1pn;gr~b%i)h-k zNkanSLts0yqD1fVUsXhuYn!3-Dp}aUZT%og_e*yRWh6?D?447V?)cp?!}+zyczS!9 zHXaWqB8;T0&_=}-HzTUw?-jO0E?#;tV5t zGMl60jet+Z12PtT_Uz4!TS&hk&nBQA1l*YYRzS?n>HB7mye+o`3fOP4k=TzoRYHw? zcfo@*IAlVpv`N9-xMU=!qAu6)x4hM758xaK1;ZS7uv`3+Lt0m%IJNGTBic!f9>;!K zpLa($Tk_B7*}v&#Zm`OU;4|EiTni3pkg5mA7EL|cqQ{V8vWZ<{Y63*_GgjTSk=ny| z#+WWpfb6;hmxUb4j@xx0BCB>UxNwEKDtkds5a}RlZ&N_-b?6*PU)}=5KR+#SJxW@2 z&v@0%=oN_v3q;YzguuW(n0^>z{-gOc+~)vb9kFqSg=YlhvIPhfpW3i?z8gvj75-=Z zv69<$JUAH;(Y>-Avln!ZB3!y}9`en6*~I>P2Q6`+sc?j5T{V>+F0;pU@r+L8f8bRa zw7&s(65DqJZ+$@UAUo(4iM*w)u)ap|EDPi*BQUxCuJ0y5!e;!XE@bXQSzKoh73|$Ob`)f3=}iof}N5f`0i=f(5nNWJ#r8&OB}kTFOY& zGpWXMM1_%fL#NC6S`L|sap0Iz@Z>$A9Bt0qle1uJwtAuS9BnQ$FVcGtX1x{LZygO4 zAA8uXtIF|E+>b^$8&Tp2&J+yAlxAk?o6mIL0@3QU;0YkAUw0Su8V;SYP*0C1L<63S zI-}~N<=3>i?m;m?*eoe$-d;#Y^AU3O(NK$tlJYbPmA1atX;}FciE4T>_10)S-G^6g8 z=QleVK^qjcUU!|jHXs!NuaY&Ttp;zjO$5VecuB0?sDiOXh7hhsynJw_v7H3CtH&iN zz8uvb?qrPxL=ScMeabH>Wuss{tQkcA&3{sBQlP|f{Z`zrIx=>};FN7b9L`fx)293~ zl`yI`ZZ4Z4^0yZ=e8u;*g!C=`!c6|9NA>)kCDwsBQGy&?mjGZs?iuEsdI{roQt%rv zN%;dBTTf^RK;+HaK$AE75-FkKu z(R2xH*MAkjN+y7A6Lu6WC)xA?qm10yZffQGvQS(R$Lm=|AMw`Nksdq7L5i1u(X>O2 zl3h*nSa}+uII_ex$X1h$$;-go^5!VLIgG@-`~L7d^{y(b=J6}7P{mE~Uk{=%Hhf6J z6eyIHiaVjPvZ#y?+tfL4xF$Hh`6)KE%V|L77OXg(*>$ecU{5|cGmkxRvgOPjdZ9+u zf55D*>l-(EInyI3Cu*QdMJV*ZE7Az}d|wGzxf#d;rvw7~TpKOnc~40L8iNaMQ^02; z5XA`E^(#;)l(n|0AMruP-D)%6gGBbO>_aZ*zziqq51|Q1z{#4;0F`~)|oBjh{BuzD6MEd5VkjFORNS^ho<$al?O1Pp$F z?E#l5iV>!nBRWpdWo9S~tDA-SH=~7B*G3?;_G0d8cs9N{RtY@!D_no~5AWngB zYNPzykgd=#mmX`>EuhRw-Cfj1aXmy3x?(g?fbFwT%k&jiG%jupX|xj5?Ko5RDkP2+ z{uC!3#QtT8!ThQtu_FY7h49`0CTwc{x*&MaI(~IZLf1xbH^eD8z|v`~fOVT_COgSY zXBd6;HQd7Ls0mWSp$9jZW?X!0hexcA0R&|1b@+IG0MFq0sLfaQn z0O+ink|3LAyt|vI%CZenfvF!SX5%qs6JNpT)a-bQcz14@T!wOb5Ltd>$LW>9pW9*N z81(_dkz(I?$PK0&^sJxXy)XlK3Ulta8tGH1!p>M63Hb^;qaq#h617ZQAUL(^Kd84& zZ>tx4b55G)y0?bZ&ib#7q1x;8L<47cj)%5F*Bad&qj)x$Yx0=$sN|l1J(R4WTrl|v z*;_Cl1V_E8fpo4Q(LkQ(SJ@yQJRk>M0To7qJ5s-DqVG1Sx-&FzgvQ)Lt?i)+vCfra*M`8!7ZYTZCeUEzXOdrs;EHC3#%KCSBNBl!^1FOVg1PJF{)oPXu|n*xo>gy>@?`i$7;>9Sx|;Fy_~#u>73f@-TLuQDnY0a&z)1 zKI&G^H(#QUuej2}x`;iqVn#we;L;hai>r%_IOA6{3BS3$aZzDwq8t+Vn90R+G2}Y+itej z6qJ;uOGcl>H7Y;pxK6&&Q?&o14htQj@lmqE&!C0E1a{1K>=gN2PK%$ts1kI?4l0eQ z4EDe^m;#Xs*0u1_mJ*u)=&8h_;uG>=ydZr|^zaSiF|kkEhyk)TVy~ zChsZ}@shOmhi4jfAP?=1p`2>4glTHX!(>_@^X}qe%h1i?uNq$`X_sI-(& z1*l$lkC)P2V$katlWWZWMts#Z*0KAh*6b_8Urc65Xvr;vmlK}<5WJiMBM;eF0U>GLNc0sl5MIiaP+j}|_W2ui&kgpktpHUn zCdes$uD_{+h8ZX~=Wx)+gmFt=JZ!Ms|AG1ScmEEu=`}$5PdU2i5T{kgCdB)Q5EkvG%eO;f zXo}~1MEsNwaipk@^GE@NNYE1yZtGK|Xec2nM%o&vJ&i>ls6TvSN{|~=mxe`kR2RHh z^mLX=vdLs&Y$bk!2HemCoi3PTk3jA=SVW{;Fnb_`5;({;j%*BAbIK$g1xwEXVl8&M z$Z(-00C$juMBevT6$lr;BcAn1bJ3%VE@#ED1zS*{eU!3?kYrz=`btqJ1B_t;zN>t? zxd#-nI0cCYDyatq8rSh%$SVjyR+>nwmWv!i%V*^dBU(r33_~u@;Kn2La-aiy1Z2^Z z8M8gG*M98Jpw-oNxqPYro?e{ap?L|CI-u-CWU^geN9%bY{Z`xR=iRZmA8%U{5sJ3@ zt9=7?pyvub*~}^o=Zo*O?8Z>Pg8u|>8YrUQ`~&by%<}ksf^rIrAh9w0&sV~&;|N{z zebYGV?DN5#r00Xk3Xg`~$GiZ$ri_#Kg)1&wWfxggumrSBuB?#jM3!3wNc+C*kqguC zK!^1w&CT^s3@c`tek4Y{d1mjC&^D$MA`AOU{=!4sqJ~QKK6*dsOk|?E_kP`%tb@5- zj`(ravGU9K@a*H6$ciDQu=S+bi>dSB?@+RhZp|uXmee z+X~+EKAQc}dB<<(=QREhzh^4ln6bI{(q6!=RzOk1OQ_yh-Ob?M(CqJ6GkOuDa?P2V zmtT_$z10PJq8>5n@`IvdTs&%!eiUHqEW%Sp1H+ExrzO1^oY-H&*XSs+oGaM%GePru z2XYujYVM}yMfxmoi1h8h3~Qi?q^^drK`;=H%H6KsjYCJ6GV$%r-g%Ngz@P9;W@1r9 zeEHBH1!5tfEKPl>Rs5ooAQPI>5KjJ}LVFOyax<`B3jrf+ygX5~1@Ggp@WJCQLG0^{ zQ<2y(8N?L7aa<@XuNR^$4BEZ!1*u!1Pv_1i^9`*p)p=Hs0^vSfw^63s9kt%j>WR$&n192W$68huu&l_D`-;~!W30t82Y`_xSd3!x_VMXoaO6tY+ExYXhF8V`( z>f!wn&W|L@#cQjTqaC23$=7K^u>CUMcJ}lVdiLGO15XV9%7lJ8F!1={-jK=z<K;EVrUD_JO-7VcQ{T1b}I~ypK5&TU>ID?Jo%IIg=ilWB3Ik zAT*!{_3KR}L=?6fK!#Z)zqOAw(tIKoAUxUZ5gANFM4d>bJ~p56V} zch^Zc-5~7Se;?3(Wx2Vpy}LL}Jo;%oo;s9h=b#`n2)&3w+_E9AYh(@GDVipBF;4ui zuiwW96At@I`}Rt0)1l!Le1?N?IEdN+;aA=Hg8< zgd~58y5jfkjU03D*O&x=bYd?863||ima7t=5zcg&r$n*jD}SUcgj%`k4C0+YaYL`Y1rvwF88-}4`Nx9tD|~0=^_e@}4|Urx4lRevOHK5ZrS|SwrRt7& zT+~xmIBk~bs78{2S!O@U@;Q1XK7El=i`pe2R+|c_E~HPfc{yN+P22D$P&J{w2*(*% z-ds};RdF*=Z!}Ma#62W>4BvxPvl=1SC)tKYOC)>~!%#IXlNwR2wL5!}YD@1TgDL4F zNEI~vbf6TgWsoRYhB;h407b1SV@8>*`<5QQ!syBN26fTx<*Fd3?B7&h%C@#hji<_! zI{gjbf2aKj=jN8PiE5IUAV!D7f4_0;BClY3G(qrM=(qe2>rh73vpGliM!OEDQrl}y z_c7#E*be+a7XNb2Vq@C^o1aEj7Z?$Q_@;7PV~2^hZ;%#SfQ5&wL8@c!RSQ)c3|!Z= znGArz#~4&uTP{PNziwPX>)~0~(V(m%uLNU_MCcpB_HV*EcftMZ0C_u>6%ZD?x7W+u zqCRpQ$UhOcDtdg+gsCC*x-Og?ewl+=bg&Ka%{3v%;C3l_HqfoDx0gS!Cf7ke%QAc z#qoQb68NAVy$>w#Fqh$hw*B_$Q{<~lGm+ffcTacy;~3*Rwo*ujV!Y&??gVB;=l1$G zDb1Ntzef4R0i4y;qTB51jw1!EhkeCCoOmme7WKuSKRD!WpRFmbR~~bt_Y_9Ty2Cj= z&;MPbH)H)mPKla=+wzaYlgU^FLBA63(y@X>`ghpu5@Au+u1$AU2ZY5JWjofT`>nnL z0*$=ka?`t;D()&v9RC1=0FKT^d++DLE}yGwr_T%z@^)z~Nw`#fbS$)A40DSbk}ak}r=1+_&U4ZN4RdlGmWf12AlhgT?j$ibp0OWm4K4I-7*48|0Lfz%t- zy5cr4UqswAx?ZyCS+9$TiZ$yVU~qS1=(mIsEIdOxYjh6$&&U#m=JPo^Sx*bI-|U&M zQ;PHJs+b=2wmQ2e7+ZX3H%KMZWYU` zeY_otq={@1obZih$_r-96zz)QV480&x%+W_=ne7^?mO92{M%Tek$cpY(qAssTFI4H ziHj_ZR%hpt7XYw^M7rYf&QeREJdtHxTOMEHQBfWNoBeg?49G44fQr(7NJfdAcdr~B zi!{9T@V7JR=p5wNFZP(gb zZFg=F{+_dw%%bYDo|Hmo4+JNj*ic6WOg-?|UVx7s#)Fw_6SWh}9$fzsh9x{??FYB$ z?C)fgdYK=&=>N;p3J4^mi$QA3=?31zsB@ekF8*r^&z=V&gT){sjPOiQiW7Wg4+Iwg zx5f`kR~w$F?52Fxp0)xiPK{Um{Nj)(x#of4+y04c1h5?46OzfM8EtU%oZ2nRoMGd% zlP&~trWK_EipRJHyL#L?O{o1w(CxQ+@ieTm5V?0kqMQx!sNy%Vh) zcQBT7lH`_g!qT0f|G^Dz7sPhEV}zZoJ-S;rnr5Dx=VZfv$&PUdTd0ygK({jiDaWpn zj=}qM{mC=Z+<8q3oG&xcr%>BhN0U)E7fb*C(0EcmZ26Cq2<%v_fWs|qH6N=xJL%vb znaC}bi#%%?r=J0E(zH$ht&K!6RO$w}9!I#3E%bT?k1-y2@y8B7NIecutreY&iY6J- zL?Y;Z4pAt7ln9j=WUDpa7X2>3`Pj(~Jxn5VGk!?pU?`J>P1H}>aYMztj_!_z%9&** zzdb>3_IX0AC$b!MQ68Q+9K@YPU!<+e`i?H(7{nQbF4!wXvUE7#|5+(=k;x9dgDT5d z8p@#%p^_Zy1uwO-DoEf8tQ6R422VKZn`QJZiXrPktzVypX!0{CYzRegLjFuxH==~H zI*obF^1T*T7&J2$BKU2}C!WR_(KW3_f4;42>CK2lJRFlTQ8^Y8Q3lKNkDOa`j^9dT zdxF!zfRWdfYVPy6^PoxWUEk)IA`$8S1KKKW&wxr!^UQR)!e2e?`92I>kcPAj$YW3P zSlo;cv(2(>y}+kq^C(BEX0m6szbb7)&2^F6`~ic)l*fgg;xiXqs`bC87QpfnbHt*RFTd!=ZL<2lJY@D_ud=r)M-6= zQn~cpKm46h~ICK>|izd+Mp5;=~Lt=1%mb{uSa2FkJ z0xmxtwW+w1R$}Axo%%WHl~fY*@xfb%9Z|3`%MzGo*N(H@Z+Zr$ zCd)nlfTsaBCjQ&I=R+V_LWzgd(TZ)%U0epDAKk0So|grqAlWv&m=n*Lt5vdot-CJ+ zd@9s|+OI}9J84g{_hWY~U)I^}=c>f7Bvn9W0$2wgY@H(zz&twgo|i7<=F3Ain1F&TiR zTOjD50xNatE!gI5@fgd1tve1x=~YK#^8BIsjIqE~ zgH26M%xOt>(l0W&_LRw`cg9|7q1~H^&PaVda}wF+NszTDI_~tuDDg;s9W=wr zn@;M^XYcWuooUpU<1!!%>mAk6W@FMo-oGyClHidPSQFRgu zGp!_81j`hZE>2xXM`^-F5~AK++{}!Pt!2mX5~_|&pMO88ve@pM^<=xw^?f@By1ZxY zNzP%gRuve6W_g7j{5f)?G1z6IuWTYZzs#}gm5rT!BLy$gc?HZMuRIm4A(J~fb#_uO zS&$`aa60?}9*bo~$#Q>P0Olos$lNQeQfA<&OThSS5*x+~(`}eh53R;)UnsbTj0qQn z*IG_DKt|LZu!dU+YT@oF<(#_k&G!uG$p4-+l5gl3%gnTQ1S{oYw1&(kXl9RRgjQd| z%k(*uz8ByiRrnfbc=+^_W11hmj0kOjpqv+;H4OxpOv%zHQ1xX}R|G;iYR=#2_q6oq zIY)hWR@?4m$U`wEriB}M)H?x*5qG7pCHT`*P9EVAb7&yLt?xe^nf63`r<;OIC>DBG zA$Iw|OH#R`{|hV7O*S%w3B=WS2{YF`GHTojVrDMm96l@>85BUKK=dl3b(g_H&a3=O zR9PKaumL2j%i{PAuT$bS6qt9(c~RX3wT0719^-JDQQYN*p73p?`N(AL1FUYf{PiEF zn4VTKR_Y+p!l@2R%2{(*<2lQlH97spFvAPyg1Q*($e0f2ElX_`w%>P@0k*V~P4Ef4 zE3}r+ZZya-N;)OB8?i9%!yo+_K=Xz*sNX_*HY;Sl@^VG$Sfw2u6F_;uba(LeJU3`Dc9?tT>`D{?a)Z!0>k>PfX0~W)Bj`8;viaN~!D=|LJXJTg2Ll1f0`P|A>am4KQfY!+Vj=yDqO_{vsa)hk^3{iX;iOh#*9ifq_Q00H^^=alpZ^81PZ>;?Pi z#d;$Q{926mg?;8^R4=cwHy=#3i{=IB3umx2EF^ehnn;K zME-qs`!xOjm88)E+Pl*|ed#?`{m)FT!3U%_1qpOE3j)N=4eU4KJ6h`j3KYTQ55$Eh z==U4*3sJuJtNGhoC?E0nOkl#SjOOXr?N=N2KQ-kyBj|T5NZ?9n{%ZDp0}3-zMfn7>$HsaFN&{fh^LORtzbjo~^8s4^D$TLp<@N zhZ}j4Fcn)wV_oQ3s&zx4G{FkRa7i~31A0N!j(fU^%Zt04E z^OIdG-chz8^5<*QxzBh7PuJ}=I8l(-XPXkZGG7r*T8~@nmP-lcbaoDQ5$4& z<}+ZUy9iL0(`R{2Ho#oY@^^sYJhpVp1K0nZO_y?_{8ytqK5b{2#NP`f6Ouj{2^9OG zt{PQS#3M0`g(?K z-t7dPX4xN4^EAI@dI?-ilKm32YA#dDP}2jN+i`Q>kt38WrZ?)@9dR4sASY&w zn67L&g7%75qdAl|fJPnFmb!^)J}&4up*d%1am`$~2I{>A=J897V>$F$ z)5%67r`UTeVtO3dMrTTVDg*Vqzt1mVx8xS_K4ad78jXSXEpvY9cws!)`>H`}@x5Ou zwJ9UIw=oYeyWeDZX>Z8m*Q%^`Gdk1K~KwcR>%Yoa1}!>f@D=@#n8X={SFK333VPf=>vq>+!k>oytgQ38`)F<@}O`sqON89QJOv)#}r$ z-V2FG=#c7vl7uDM?&q^n>LdUq*$qUt)kt8_q);K?-DD> z9F7QV7U8a-E~g8_kDoPi&q1KbA0+lc92tAvpUZ@)B#pgd2m>sHi>u<%)1f0EW~*HT z9*0s|=O(2lqqL1CSXJKZCH-tOKT^{Ae5)TVb0PB;Z!)R|q^eOM!qTAv8h!k;%>dU* z#6u!xWh-v_rQ9k7cpMz&l~z#2C-D>n)x*H@Pmn0I_AvbMzPZg%+ z^3x8oTHOxyY)5mqQ}dUJ?+UH`=6#x=YC8^!Iu@#EU!~0fRtaAxhx6^yz)e08@nSw_ zTzePlomT6$J(d@NAm~}(OUU?HSk(d|28m2X=*y79F>R)uLb&M5aVZis=D3@sisWw* zJE<;}HJGEYpJX|Z>7XtP#;!;q@vwdDa?DM!zunl1$4I_PJxZFBSn)uyxm`Jg!c5w9;S|}YFW=Mn=E)l;vY%-{p}8V$7JOejM1;4eH1T?i z%Ul!i&Jmd93p9|fECz^Y#t8zqZGn3}U)^Zk@7LZ%>wzy<8Mwz(zq=H+EP93=%56A| za&I1q3-FoC<^KfK{1ouQ688=AsYRu>r+I}tu+FIVps=t&1HSRr)KyCt7pr({SZ#ep zB7UnOT;%$6x^;dv%3aIjK>m=;^6V$HZW!?8Jse1U&NG7dJD(lu!#}NHRVo7bki0Wr z!GJ6`A5t0opZ|=%mzap^q4%^{4Nh<wz0AvEn+lU6yEIfl0FXFe1UO0w^v zbgHQJHp{RwS{?~ zg8AbB3&3dMPMUOOv|x&XPq$6!PLRTLH*nI;AO_>o6V;jz$i4l!De{{5bOf*|syeU( zDS0-$-D&%*gP0q0s3UL_1>Mu{igfaxIX~(OH#*LR!A+Z}Uww?8T}Tb)vPLtUS4t zauj67b-Z6Onmb1mSX{|G;JxZ1c^LV=^JApX&UmwrF4rw(3op zreg63#SO=-n@3&P+CQ)n(V83-O^a|MdEA=)YZI;G9;?n+3oHh|DSyvW-7|Z2;LYo1 zl#}e7P%IbI5?yn5()$tu0INJdHqJkRcH;aUVsRmhY1%leo-^Ich0c}-?w7iGP zm*Jj^u{}(I7OQZyJXE7h(^8(k!{fVf0s{!;*hNhexkgIPAe9w^O~PqN1ffdI3}Stl zicM~u{>iNOVVr&K4)l+(Wn)Q_4qOv<*-kb%XfZrdkm}!6gHw~y$FUU)hN9NS^l3uj zCCdu(=8UTh;%!r)-bhHfqCls^V9Q;GJ zRynh+s(kX`@z>m@mS90^uuA|VBe|eOj3?<=gP5Q_SkrEk!HUX2xKVFr<0h#@Wp(5d zt~!ew*+`W-*j;(XiQfh2(qS*FP3UwhEPyreQmo`g%sNRXZyqpc4SzNvfVKa^u}JvB zdh$!RVg=FHSb2X;`a6QDtsk$pKPwtlj!TA_{fflOj0m1tkz!G`_!u^SY)Ck1P?QFP zdIZSJJ?6}``+)9n(k)Y|@9XeKv^|7WY-C{o>6r)Yx(V+RwRshs?&%zvwlxql11*FI;@z+d03lh&gu*7t4Eozpxu#fTJu)Z!Vko z@9N)ci`Vu|($aO?Kx%5CDEdfh+*lN4&n@Re9Wl{PdMocM?4ZCLLbccJ_zC2pv|-4R0B z?}lBvE68CB0w*lBJ7Nh2koC@+QEpc1S`8on)Zb|WkEYZc%j?_q*}kL8vJTWYCJU%9 z!0Pb>Dh$l=F>{9bo~uMB3`OFUuO*T(et68c$-vneio%#SAm@$*7> zhJ!G_7Abw-%?V@%PQt~Blo|c5N^cd#<4x+g&R|hOUF7Doc?QR7!|sQ3i0V18hS|UJ zBEtVAr@7Q;-oLiInoo_UWc9Zp)8UF>U4q&D?#dw)R3#ucOAr?`aqO(sIdP|6Ux(V{ zoDvltnv6t&5<;x{vj2*NhF}#yNBhv#DV0a;9{G^L!60dOuUs}h-5KhDS}3dd`0ZX_ zL?^q+Q($@J^uXkT$WL!VO&&PEJXMV5R=JPA<-Wx3V_u~w{;b*QJE6tOkn)VRBOB+? z$CKGcqAKt%=RYKUZYk$3|K8FN)I?|bO{FPl`X{EW{N;nN4b&^_Eb|vRsax{ulcaFY z4uo`K-w+`wZEsRr^qd((&?Rlxw{@#mFP*eQs`U_$yv#`EQBycmM6}ZHn#F`65*jO5 zhTHFn3+KL69_KJz8yyf+_X&owX{m|Lj&6@-LrnrjK@x;wbdkkh{Q3Ndp;oeNzT8^1 zs$}W#*um}W1=kQv5)!31t!5n2`g%yp+PtCw~nlW z4eAF2`5`BHplumqEGZHyO)LhuU_4jlL;9l?0(lhXnbp0iq}{t#sFhfD5`#kKByX19 z)-|-E;+S4Yb~L)708&dDEb4}?P&VK?pWQK68MkJkK7UzNe6egEc} zQ@!PR^b`8J4Zj?pv5Z4I7WwU4ceSG{eX>;@pi=B?VS^xJ^467E$f@rPCE20=_XHeV zGULT)M*Nf)e>fDY#cyEQS-LXw*umSr`t0FG#?de(iOqb?@V9QKJvF-UB3MBvu3d4D z{uvVduwu6p>4302uhev(0qmW#j}{X!y)DeadoAutyNXk*>#~Nx_|ILZA38MaR~rUP zR3k{8`;3P6Zyu|0jRNs5M2L(l*^rpXjHI+ww_L=H+FznQhwfWEMgbNw*%9T3Pc_^i z7-jA0HDrF80Y(|(?w~_L#@*v8Y_LJ(+7}=^0`l(ZP1YcXgz4bZrqMDofvG=Q$llvc zR(ygXj-+h#&hfZ+F-15v6-M^CfG0fVt$8R{#Mb6O&-t9-N3ZxXhMSbdN~ovg4d}=S zGy`bY@V^pncc6>p<$olN%>@Ix`yz16eydH{0hY@@DSEV8iJl$N0y=?KFwMz^CAN*` znpi#UN$O5~A|B*#xk)+`5~M zG;;x^WaI_5>ENpS5S&wJdgOzptH&;2(>LC20;#QD`YA-F9dO)JPc7t++b6 zXwtMByrHJf;`(JLMgyu?n?i(M1=9qRb!5~Z#7J(NW!zXI8Gb+hidRY}8jzVK*(J*_dDfETY zd!ne^X3FYR-+yH}BY95!T}V_`5@!32P>k~xWcYLI-#3o!_SbNC_}dHGLw*0n^`&Ks+-t19JRNh0NeQPxLMx(>f zKEH2hAJqi`b)wBoZS4JGOqQ87W}i#H6`Mg;E#FKp)h!Wp)^!hM_oNQ$LG4`T=EStu#<@} z!y7x1xI!oWCn7L-cGq*PdiG+zRdn1Yi2h~9vHLTZ*C{D7IINAdQ=MV?Ss=Y?QqvX3 zJ_V*K#SL8od=YYwzFjB_$Ew(petcTl$r%J5f_g!SKAQag=N0tuChL(xnrTy(yDdfCAA`|Aa&_%grOZI!0oUlNj3 z%UN5nR;3kRe)zX6W@24Ex|};k+yVM=7R$mQ-D^uSP4ijP!$VcTtU$j6?SuW>zbVot zYJNj*`bL3sfaJ4t{wc&sf~d0zuy0K$;A)jZ8db|^ZX`Y-05oVlfahW-*5^&kSv!&n zU#zy%@Vth)wvfnZ*Rt&FAMcbtsj%I57gVV{Ft$7OBCiUj48PDL74G*A6r`qTp#yc3 zWLYLGL4`6DmLIyd))(21E?$PxrUApN-jP_$|78`I`nesmOS|+d{J2t8o_BXAnLmM! zO-G$CR@|$p<^MeLeOtl!!umQ=$U*~YdMZf4J<>l^Dt7^@+)(b#l5%|vkJnV&IM6X} z(_1gbG4>_pbu(ng_Q@T2`igZt(Jf?6@8vn5|1^dZeTj?pza~%~ zh#nBZ^BVibuUxm+q48pl7ckyi%rNa7RReJW#5x|l4So*l!jD2gZSkOdYp~^a=UvQH zS+`w8r~djxqvPQPoenjq9lNadb|Tbrxf1IrJ!YQv??zy{;A13gcCn1rrJsS9ec zSys$X*4tc^Xf80lCr`&@;2&dVvJ{DOHP#S-OKf1Ew&QQ`OdxX^!v~Dus6=SNZQxK0 zz+3q=q8g|wl*02cwsnavu^wfz`TMhUnUng>*AvM3o(arNq@GsXef5vBi`{4;TOq)= z(~%K{UEDd8V}&_bwh0)|o2zeZa6iFZNfoWw@#J&Ak-_C2D05>nz*E`uDb-0Zy^2TP zFNZUk{o;FjSlMg~{oSV_MCoNc!#l+-;InZAVGca1WIv(N$GAn;$h5NGfPI-7n>WpGY`=}fx(VF3eTtT_ zA}y5oo&zH{rFHM781Pi_!9d#*Z$gcsU3}52T@V9FGP`&JRm6lRqI)wNP~HE^6Z;^f z#X#p^)x`^g$<7bcxyEI-mX*2c!;~rsUubaIU31-NX!#5xcL))cyU@dgDF{}2vKLY! zA5Qb*EaRe@H!0S$u6ClOTLJ{bNdxO=y>n_wAVLkCv-FI`6F96xdJKaJ8Z=>c1ssJ9 z6CCQpsZ4UiXkM};9bGm=v7+ z*NY{bV#+&O$w4PqtW|{4u4noUwbOvaU@pr#I!AT!}h26=IaO&F*bv8$B;F9BI9>S08c`4czhr) z3!BR;S-w^KWc0nn`LNkYYY?aFz={qyx;&!6jgJs`*7SCXyA7B-pR1m7egk4CyO8+`Mr>}=1u$^Oh$?-l(M(- zfY=SlV6-6up#AL}WKJhx*cfYkBwqIlA_PC8m|`a6S@BgaV5E!+sZ?p2^K={8RY@)t zSUTm@UTBK_Hj(>n4;`-pr;JE7_u{**Kpbt1r)#h5L~o7G-Nk9PHKqru=uN&2Pr>dq z-n>TRWtl}Qv?`Art&2o^3C7u|g2^!so)@;cZo=s*oP}w^T2pwc=J6Uzz&$%dsu!rn>kR{W&BAX@#Tv09@Ey0Ol3 z3O{!R^gWJJslQe7I&+eN=Q-juX0VueS|(zl=&F&ChWj?)tOHvEy;eycKYOW14KgE6 zj=TQ1-M8dUC;w!YDTLPLiKT#Dh6psQhE~uFl+X|k~N~rf# zyvUmj2FYiEK;-L}h#JBc`L$xt@jJJMXnR-1fvE|4GSi@fu&(4x{`&xV8@5BOOADM1Bu!}-GJ0;ZG;u4hRIQ{!8M8C-7(b^(>E6att zR_~^G1EBGRy%U2h|93?5bI#M+J4uWwRZ}nSEg0F%$qqlN@{iW0ZW(a7Kj4@zrJ)#v zoZKszYoP!Jfxr19QXkqhAf_Q1Kao`zx5W%2T56VjRaSCcSJb-(+j7(z4)i&$(6||p zrXxOqD8`fG2kMvU;cJD$We$KvA`*?pU3uw zL*Fdn%xLf`V^&!uyl5pM-{m6hoMyTT_eFf#E~?abpP7d%aKhDMZ_ikc$fVWry{{^# z_x(VqsiSEqy&P{|ezIo5O8SnK%2?%wUcCbK=yMfQj8?g*VCk6#-ED&qSeioEO!+Ffyb*YzBmhUJ%srO z0cphVJ0@}>l(wj+Sd>j(_ty#0{WfeC1O+`|Sq-lXy`JJKd`|x^t9H@=kYT}xVs$~4TsQ+8j4Vq6!7|4bd2S7AQu11&~}-sR3W%`nOZYXEr@(C%H`c#feCo zIBr>V>QMqq#|K}#GB1fi;4cK7I4WEUDb86hU~ZO*j&?f*01R}vB|!UG5SGeD5@unS zr#`#-{KZ^5NC>%e;el_iO_;{P;ZY8I3j;T_q>{RK*dV_DnU>kzM71!WF>n6c(s0Jn zhnj(h|GqBV;1K13fxK(hlxRUN)j~Oqi6Q*iLvKZH{4h^1Beq}bO-pe(;}`~dx$0Vg zlAisLoQBFQ!|n}xe%hyEsV8K3M)EPvWjuRz56G(Krr-PL1&*;|#5og<#5_7~0mKU4 z!B0i(TRE!AZzD#`TQE+Pz{s6ETOP1_AcZ`7$!il|q)9a2x8q&dkE4E7#NNT_Xi=hH z;dcv6({keq^|qaW_oz8I4fMlDgE(di7Cn-qL;u4BS}Z761LG;{!zdyckhP(8+W;NL z^5I^wr_WAD$!IMdrZ|)6bC-|2+@~yZn{_~&aDgLO`ObwB2LM ziu3^otPF-6R*^sk6*eNS*RnGzb@BDVerGXrCZ#$buO9W#}UMdB9h17~GVP2;D!4jT8z0T3O>lpG~<$ z*A)%;gk#ESX@y*lLh(RZ2}_Hng%phI#m(Ud>`&=P@GP2;j^S~CSZeynATS5s97lL= zpFz>kWK*n3yTH?LF6wxTI!$JCLxLq26}x$xhzqUoXGgFX1c%YHd#r~1&J?mM`>>R& zfI4nFgL^W=M`A56^yZk`OM|K|p;|bMFGKny%!T@Q)j+&km3mR8#uwi=U$F=>WmuUIlwEaFhMd&B)ky!EC;GGhOO62QSYEy3;VJi!jDAlXxFnlDO*9yUjds^>gITE z{UlAXf7eD_(ec85+bqc#0QT6fW}2d<=7&L69aZX!WDn6ZSRW8!52in5?s%KF{UUyePHYEf z!10+45x^95yO&zJ?er*j7&kN_p5)PpYI)gc<`l))*s(o1aP1Bn-&aI)*}RvmF-Whtd8mWu7`JGjkN~JE3mlY!X z%*kGn8#G3{Nr3j%(^A8vUx|RssL&$83tg2gRE4q}T4FN#_RU|8J6aQn)OndbFIFCj z%m%>mapToi3w5(#Mq47yyFWv_7Jlzglr<~*jlgi*I#botI<*Q3nta%upkYSF)M!qc z5LZ;tvFOCX1ntGp4@gM(}AcTt@cZ+52Q@u7FxrBU+Ymy6RJJxPK;e$cnAi^eGwvE6?V*lD-Q(ClW5X6 zSbr7w6n0^R$J5OBhzwqRpH_kfkGKtUUnU;{iz2c9feW5*@?AMF=-mEJ*z#sWwX%gm zw}MOO1k`9gX zmOiH&^>>VktoQb7g}W7sHur^Nu@fgc*{HYn9lPD&Cz0R@&ZNd*$38S#jwc?)alzoH z33^9a0MIP|BGH2}%A0_-Cf@lxwem^{oafd^RGN(eHLt%)h5hH8za;^ z3`XW7Af3gWjA&F19i^kN(v98>;S~i2oV+HW(4i%*wG>pn5mnf=$+9>q z{xwTe?^kWl-v}23dYrZvM`@eJ0EYwWcc=Of!KXHRd{PQa|suoRtDFz=#@(aA&Rx^x`_neXw8$?q?~0GMzMer!hIEA z-b{l$*p!|0^S?C>p}aBgn)2ux6kKSF#4>_s+k)Hq%Vu7*AfHS1@g_Zm~oaHv$8)~c^)`CrNfpwh?3jtuhLPNjQt@_h0|k- zC#?e3Es-F}a-_4D&3S2Ji|z@;|FnRxfw7dHbT<4A0Hd=hY()FDpx=_Ddygvj0^=yt zSgo(l7#l5PAI=U3W?He>93W;bUl{Yah^>`r1qtFFXP-&JFoTTDN{;pyc;Yo=-{huY zMFe58oAB|Iqmggv9AP{t_8sCE0v)WQXDuG12y26nRV&XW#h?leIY@zh?3`xG`n%)t1#YT6FaH20f==&*X>cRPSE;E}F!5OgHJx9X zmZMc8(AALN=ccic#UrXjK=@)73d-(D<1XBbx{g_@fy)lfVY!X?CV0IEaL@2%T_TpUf7H?tQ3Y9_KoR z$drk$AT1`j28_4BFh+j0GO0;mPweRA9M;J1g0kU#o+f`8XWPzRW#6zcR0k*N{u<7f zVnrWPv`W-@%4c;sZAPlp8s?hWoRvl*e)C z=F_5%+ciae6@g3gTn}dNIlqp|9Al%2m2yKHZgYIlr? zSrZ;2C3sgS165n(_=NIa8Epz(N!~bn+BKlMf{*9V$gpsH$##aI?dp35s#;oQJ4&FS z3fCr(^(xt9JSkmJ$mwE5k`5V=sgu zYuJE=`RB2X(Xs3=dW%dhf)_;jNy6&*#6U5;A@!n`G|VBz_9i8IfQp;5Vz*8WVt1Tf zYg`SsALJ!}X=Qp{>YsHv=uKcUn2lmZ&VZW%$_mTe=6T(_uTpTzc(C}3`vnTdJ#Hn( zPs#mZx}q`f#xGk&3l2)+kUHmj4W{GRH4jtt8B14pqs`+k822PhI>$X$8Jb_2s%x4u z{+~txD2&G-&Is`R7rEQ2iy{@>ll<+SlCf}H$t^7LJD^-L}x6k9o2+G&z_Rf zT64*2Z%NKP60oP=9mKcFC2^f&?4%fdwWY4elI*#`LLU&a1rlEJ zTYTav-pdk$FGRp@IKD>^f}FtfDfo=V`X{>LGKEzc3_e- z=Agz1!hBgrnI{$NHMMsV_meavm*YDTx0;GKSYsho^*`+XUsqa6+D;>s*nBhDcA(5x ziUtt*Lgf{c-VBn<1fgw9Lt3oZ63N$Eo4G=*On4XB^`0%5MLOVu5~7F19%++U`*3mv z?2BNfi%RnW(=aXZy;;B0^M`W#bB*_bxKW4QYR0Aiisk&wNlb|fqC?+1rW17BYCS+U zcpFz2myEW*?3BenBA3eqwg0J`Uqf=gui*~91A2{xn=KFIQ}_)h3o3ReBq#~&`wBIP z&`0a!omT>sd6AA%r@5u1kP5675|ja-=|CfZp(cSuky{3h?)$OMQ?&nWKH4yAiIRdg z3_hZqHHZGp@E7;URRHP$UlJeJ;hQiY^zsn6bqheUqF#OUX}O zf^{-g#LR#e?TL3EP)`a%(k2#OruT8SeD&~!SS^{k8pe`-w!S(zR;gaZ9Y0)djT3)+ zHD^gSvJvvwdtm;#D>i1}$qe%5x;33W0`8)@Ac1icQHype#rA#FH0?i4L*e0DgX!SlgV(cKTVVj}xkawF9a9?ph=Or6X$va!{!ne%kfu{UgWc zLv+&*#lH;VraV{tVBi?@VHBD|zOz*wSmKWB^-MyYUV_ z3GmBfL9#%fRQgc?ugA6*82s%nf(eha;2HxAsUw|xQOxf>3x`y)E99{>5|0s6*W}M1 z+-PiagdU1PNq<kRs#vrBxu(O~y>GpiX4lg8TnyJdV&p^*%a~76 zUF+VkaRVAcvPcQNgvJ0yoao5ipoh!08-#kweN=fk`5xKVY|Rft7^Z83v$66UI&aw; zEFhBCtx;XLphP5tweM1jmj>fabtJWs*d(oCA3*=_sCN$GOy>ClreD&#iJsfo-M7z3 zk);s0Sqzk3C=M#Ft}X}Xs3yNCF=%hY(>5}AoL&qa3DyWCZRA{fh-r&fl5G4@Y^KHV z$~tqXo*Z&+*)l!i@Z5Y-g>^BMFycObXc@qbaC|iq#M;A=>%%qll~S{gFLD*sE|~XadO}ZBL?4`hgh5D@FKZfiDIl0 zX5Ho|dh~P+g@`%jBb$;Fm<#?o&_VDaX zBL1X88v&Et&bu^8X?wO78~tarWk0Qptz=gSwC|=&q9iOr)HR_K!iur8LrgzDpzumc z`Y_>5koPuAG9Wmm;m3C6@VqSrx{Y)y@>{Y~n)RdO>6?O2o3ssJ5H8h= zpGQ}p=553M=eo6-mdVE0B5Qx7OkOQ^(*eVv_cLxRnkRzV)R>}>EHV1s%zKW=t{jzV zZ@28R3EqO4E51$H!)A;Dwd)5=%o%_t8w)eLZv8uw1rwdRRrT}Vp3Hv-# ziHY6(0qpR{p$OB+Dl1{PHV0ZI*_sPp;w8C1VepNzOZc#SlxRl#Wm>Nrdgx8D@EfQ@ zBuAlQgT7wRC|-z$68aHpDG{l8+Y|_>7;xOT1w#qFE&`cHup4^Cy8#lpxMQitij&(+ z%y)22UMbkJ5~a+C?LBb?f<4hY6yd5)W$nho4R*r&AW8DGaHjQGl*^+R)E%r1pqWNS z5fU@zRaze3+A?gU9;;=ge7J+Vne_(a*cE=AlPspq437G;E7EWZj<90}NKs4)$PX!$vjK^fLX{y7jf*K69;lqdX zwaB6aHx(qZiwJ3lT;fh{N6nC)&og)Yo?Eq;p!Y4mce7+lGF{_B3v$HII?4?`7Lp-A zzm~VYT}A?|@bKR-vP(YAe8M1OT^4q87XMt>p5C11M&`f9*J{ByVEEP#b&n}-_-ODI zzNX)4nUXP@!~2m?>icM~TmC739E?hL#sj&+t-%cB4T=l{QeQDj6vN)8l%1d(`Fn1w z_L?5LOqfZ%Dgx6r?_dE2+@SlV?H{+^$rQTX<}{dZ&HJ0CUu%eLclHo7ROjz=bra9> zP#eVzi<^eoDB9Y%?)T4k@6Y&@X9=9_0njgdRXsY*a6g!B`+nsrHTB;IN{ns#+9_84 zLu$^uAI6t?T*Re=4(J47*Z|{@zSpv#o+;&^A_$3~TqnGkk zUpobcwxX4a4ngdwJ18|7-<>7g$x~xMb;{R1AOso_8gn>2c*P2AyVUWI;dT3I=#Wy7 zF##f$2i+qZ3LzQ7`WNU7DR|y;N9|&132~1u^#a=k)pob&dMq6u%UfnrRxNnaB1EaM zIfB5oy#PXW85O!k03qEaP51W95GbpUQ9WmXQ0izs?cIDJ;~g%kO)+C}7W*o75l5Z9 ziE;EeI`M`gs+sCT^J8-kv-EC8k(O$2=GZ0L7DUee<*Cg2X8{4e&@xA2;FK&p%RA@V@{8ckYAkcnB@}_ivBkL5Z;1Vw*^&KOMY*b#pzNcpL)Gv4*UI!_a;%{#@&f%gzj4^*G$toR6oZPM%#D8sr3kuT$ihne z2$pAF@@PAD;uO4;6_>YtkZVF^S0)o63#>gw9svsEf?d*0SpHn^OwZk@eljJI;#5~g zSbFp~`$%S{)1Jp-Kxmxaw`-brDrcL=C=lnJlSI}vd>}tX)eZ;J!^9`@2Ek}nPXG8g z6-p#&o~_S1C(gX|ad2R&o1;fe0qbCEtEAo_=G7cc=S-TFdd*rm&?giWxx=$3GWj5f8VX z%g`;4LyJDa0DlJUH@8*DGdgTK6Jh7w9&lP}w^b12&~Y_FQs&m#LlOL^PcYCfVBZ88T4%uwn9FBU5DsxVM0N zjt4U9`}fKXU$lIKx60+9jMcQEQwGMJrgHt4mHE!SQ7U0u(;!Aq*~y=|x5-1CA1OxKd4l*9@(Cb8Eyu3X4nO zn^DXT12=o!_XWR9-BC?^t+#Xj7Ta8cwA<9oz-OF%-bwCujvhJD@eM9q^6%>0OXy62cwuZpvYxsClNNxmn&~t-1*xGc=xF zA)ktj=X>ze((MU9idu={zhtQtnRBUx1?3N5E`?UP8woX0${qReOS%fgq>#qJF_X+Y z_B%E(^_g$UkPz}(O|#A5?jqDYYahAbz^k(GMG==<#t1988rv#;fk?pBWdsV1H6h^@ z!f8D5+yaiRk$5E^aM1Sj7I{J4m4=beIs*VzSqUN?bhpd91TX{PZ+p=O%J#R099QDo zrDfl6I*fofQ?d&FjUtKNTvB3CPM~ou`!>Bo*s**0V(hqSjD0pGYW-cMC13MpvhvJ^&%h7c7tu!=q04)fa{W6qzrimg-1(bdp3t48a?MICTEOYbsZJt6cZJb`f zoI*p^7J}iFAg_uCjj0ReILbmcgV%bo_ZzZC%+Ri7SyyyY;qOd!Pb`bs4Estp4u*w( z(&8ZH$VYl`|E7?>cTk?^>=-Jg4T4|EWxHIl9ttgH-DO1Hdeu6h|*tM)?Ch~4`aZa6tM+w=;;J>!eX zhU!BldN=lYk&u|1%;?bI4axbdJw$AQA$GmS$#aw?CU1Z8+Vjt%Zb6%zQ1yuNZ&XHn+%gbx&|M|7AP0*@vcbumJ1k-(Y; zB*Y2u^z9`7`$^tZK&-?bG2->g`Wr0hvVqm@mu(f*(;u|k{pRi_DR^r=Y;`MMCbPQN zp-@}`OHDzcGuq98?%ZFM&Cy}zuvizA9z#lQ+A-BXBb~%78mn`Q(5`h6X*^LLKS`CC zRMS9OhF=tC?eB5S!Tkec>h0NB#c6%FuVx*_3{YYBvcq*eg5c|JxEFJ=>&s*qga7(< z^J_1N{k$)SQh;m19H3xD?2eqb6au|YoU>-(s#3tN)%kZX&MYNQd_)l63f)8gFWoT} z-x`Pz-O}h-iIOXT$D9-*g84m~fy;z;Q!3=pFZ^72y@& zLua91^;XY8u`uzBtcOpPyESJLloKz*B}T(lG(?t_h*tf;neZ*j&n26rAl~c#1!mhi zT)Iqj5R()_YZd-&bD*~rJ|YYw@%LUb*xbs}8yM0t))tpd%jYLaxPzb+4ux#2-{zW$ zPe!+GNwu`uuKMH$Y{XW6d7<#(&|T+!Ock`y0OuvU4lN|BSTd1Y{v6xTR=g6DC2D@> zYX-Ai`F4ihVB_gm1!eAGP)TF!ADJWxL9;MwLi6&a$k`m14q`*8#2YopKJv$u@Dc|N z#^jRf32$uR!pirm{#q*bl7N!b86>&s*Ju6hVaLV?lrxL&{taICDopNfw)a<--HayzKZrcJl{FC!Dfg1Vuhl$2524wVf6Lte1=^Q!nmCnv9| z^%7RvV7EvbMq+KY0zNa5DcnH?t-w0$5RQ?Bdvw7B(AS~70!5%?6+ASoxC_={A$m?= z#Gd2-dH6o%?4SUmC1Ju@te^Ecr^l6JwZS^Z>A*DnCca|sHj1tYSP;R!jC*&=3jT1? zz3gX6)9da>nbqCN3d8OPz*D8hkw*sw#O{!v{Ae`@;Je{jtb1;2Y&+$|S!XX>pNA02 zSm@PJ)OS3+Bd=mY5l3mkNrxR^Wb%la#Bl<7gUaiB*;qMDwOx+UNI+V9;U{M(A6Y}s z^x>DvOf^DVPxbNXvIiipsAlwYai6%@NLGolbckVF7!i7RYUGJfO4dNF4!M~7$*oG< zGVnu2K33fT*-l|aZAaDEg7zc@-FBSca4h+3A;&}Eu#?hvj);jJia@tzy0p^weI0aS zF2YbO?tqFixZv>Vb@w(-3ptg_F&av zh7`z+8TMr`sZFYc`CkATK<2*_a`F++zC?%6rR^`0Gf3mt{G$ydF{%H<@_?~Xy4qN( zzQurNjR=G+a@*S;68Q9qeo=~+?GqLTEGEAXp(HH0_((GP&ryR=g!Q$s8Yy}ly2=bt zDt1Mqg9kDJ&7ml5h5UMpkt_Lh1gwp3w43AD@xl5%mi{^Bl&Qu5CyrqK;Dh<~r8fPY zIeT@nK>{)w5{JSX6*g$@n0}j%@?#5?l)TZAKYubUIEdfrBAw>!X_~|yI-s%4bpXwzXLeAj$u%Ovt(V*g9DqpdfD8>G^Rq0?{%YrM zEJxgb6IJCpD8!(3m@G?g;C1(5T&107<~j_8UOgZtZJf<^;_~G9F3tkh=@>i6ctLA0 z%%+@*E92v|7YfpXA8Hfo`C90{u`7T!?FK`wmQ#8)*c$KFfzi!kAVCVidjXOKrZJ#xYy>KnlRq9`ad>+=t!Bj>o zPyxRq)eK8^z$Gk1v5Y#BGgMpW@MDA@Y@?*gSPj<#;7nWER&zc7Gs_L~jVRcted!{U zsCeQ96;6A=C|rD~OrDbJ_jSkmJcIGt6u=(!3-_1nOWQ;i(%Kq$yS~(LY|p|_b=ixC zG=_@csoIGWH$g3l_jhu6BJ|QdA0%%|Qmk`9GenFAVFA2IGaRM5QeXD@85cFk=LiY` z#D(f6)7U0fcb5K_{wB|Ehso0R={pa!G#-xeVd8rK-syO^q3V^w$Hf5PU>h&C1FOR~w7Ay9=IyTLBa$LwXojZ4c|*?k-^n$6?ugHOAi% zvn1{=r#{c4n=7PwFx|wG0whHuf4>oYPIWEfrsmeNXd>8j54M221t-F?-vPE;bR&Y{ zf>cjk2x9vHTmVnl9e3NjQju2VzurlWU1I z4Cwa(eRQVn{2eB=SfZEHP8Oz@)UvRr>^XBE9XnZ|D{)wP{N666r$T^sv1^h$+ zOhB{09s!5yUUh9b5nQ6=7E*6Qf?An3?>~6ybzCbWKo^gcG%pvh=rMH253bzt99`AE(`L9?$qyiyg^Y=7<1*atKqwC2MA+IMbR zQe-*a`R1b}?OpWwylAyWss@|(z2Yf>rt1ase@WJn2ZJv-(?*q(Tl%+kl;}k(1N;9< zUnOef5iN`mz`F`MBL_`2!ZGXaG{~TOD{}i1ufa{IJ zmKrNfE%2Vxy|(~Ubg3JA6{6&=TW!j-peCTvUfo&#-*XICok5v;DXNmc_H(ETJ3Jlg z|IvccvQ|ymKC%I(jj@*@s#z!ZtRHnfE+c8r+tG_$&!DnP5Sg>uVwfWo!W-tX00|;~ zuQ!$<2_#D*XUT!eI@;c$Nh2^It&z2vO@P{azjD%RL~*3k*W?|uW+lK_sVeAG+~dJ@lwMT>oA9$6h)nb zTrK2z*)M3{Gy|&AW5>~7fwv@pA;!OBGB2kf#76x)9{?Z>mU8s7OWf`)kd`F&+SefS zWnbLegiNU2D^&L>oW?@}RSn19d;Je-C3)dk)~0EDiW~4~izvf$`Yyk*SLP9#3IMvz z{(z}Q-S_dKJ{qPJMFOUD+-@$T4hSS!v)q-6m)>`M)g&9-^jHIRZr4Nt1L_WnuYE_l zi)Myz@!I~HISkuy+9+IYATr-#cN~MS4jK@^#94T^TG?W5wNk-p$x~+HebGNtD4v>h z0Q;_~^+7y?%Q5T}$ZeyZeHYPn~Bc zDaIVj>%#e#sxpI=z?|@l{Pz5xg|1X~j6FIQr`^$}3Wvg6Fyx~E)&%gCR&#&ojo>jm zB9C&2xn%m8E#dd-1lGv6I8SMjN6!6e#<}`YPpzHmo?ni)LEx3n(TjDD@MofxiwiKE zovVS3M#5mU!M6_Un(y4&l<^gj1!cI!LqJKZT@+(fJgf@lMA}tyL*{6p_(M8$2p+mF z35M9)w~NVlk7GlQlM*JnCQD5??}JB|w%^x=UQuxhFIgUXxC>_8HLl?I2;xx&C_)Wx z(fZ{@9QAf-Q85%_d|0B7x|0Yyx0YR_vY5Bluu-NW-|isV;s5Q+rPK8vk)@IXF~_m7a~X`b zliXQH$pdjFKHzJ(Rxwm$$E&)kW}*Tue~a(cAym&^a;ba1#mVZ*dEJ`lb{wh*Q``SB zIoC$YI_svlDfzx1p!a)8tq3x1n)B0zCMTslklE8qcfusmTSD*mW44SekY`b(xav?%H(D+ z6|4)^?Ye;Djk5n>Z9||c^jR#=cZGoP>+(c_sR$0alzmliv(Hn$RxJDhgX_^!8l*O9 zH@~+)fX;nr$Wc?ip6FDD~+fG9i; zl6uxh0yN#|n$E6=gY`hucWewFaa6N}8`w3_rbF(I(&VnZl9-`U?udLx43)2R=AG_T zh)htoP#vQ=gV!I0&gYKeR+DD#5qGNfbhJzbGq}A`EX1lWV*oE5Ra`CnJ~s7-+&M$F z0T=?^1m8_PNUR**qz&*a(?%pJK+O=BYT3u_Mpc=mI znVESUx5qj3Johw)pi8+zrL>mSTPrZ@e@C*<0FHmtZ$CrO{|Y)=v4k}n9ALgPEQFIe z3@C*ZdI2Fw$#nM>r*Ht30;8KtPdSg(1ldZ)IpBlos96{ws>e$zLpU%ozuDhQ4Rxe_ z!$}dv2kx=LpO3;Q)EendE-#i@@~ssv(y790A2;{^3ci(0-X z4LhoTBu}w?QD*ZBjdrOTXr6}`9!?lSp9L2|nU6yuyz2>+KOd|#1TD<~lsF~c-VxmM z{Ysc#QLNEK0oSPVQWb+&ZRYP^x?#cuYTVg=a8e3diKRjF!+kuF6rYz}-#eH?F-N3N z`vfBT&Ac47HlDZ0Mhy`V23_d1r+Oe)?wSRi?1=>z7t3Sd_JxIRjdB#1q=*ybJk-Eku0qz*CeidTs&G&Q!N+N1>l_ib1`)d3f$`MxepdOxV--D>yD zrI}3vZGjeS1-J-*tYh!rMVDQh-t-jqn%L{wVS)k=kWciq>oxy?TpY23i=bI=0Wv%a zx`W(pB?l#)Ulz*{Ffc<8_4D(_u1b*{21Iiwhmpy>Ko}RR^HLmOwzS-V-aMXKvW6g{ zDri^px?260wi&*f=t%KZObED5U9_P)<@@1k4<6?i(?y=2HFSz_mnZ1vam!C_OB0e! zu)Ezm2d!PG9(J=)!msV9zp-)N6+W0SnCxnbtQP~?wk%LaI4Hj1jQSFS)|{ngXzXLg z@5FlNCHUM$cXoqRZ(kjc3b~7iH8i3RZqs`Jud~OVncmp5t1|5u?X|CPCL;|;?&#&jM95l_BXT~V)7%Ca5WHh>8S-T#X`T~ z|KAJX4?bW3hq$#!@@c7cp$8RL(4^TXHC9Q}(18*p_dLR`U7}#%?h7+Vq1pwg;;ln( z3y#+#4?RovI#&BofU(q)K*A`|dULog?;ofP3X-JrI1oKEZZ{P3b5Ou<{S57tUGHbm ze0iU~<8IgW_><)yj?W-PZy?sO)Dod998wR8sbb&l{6>N!g5;PD8-%BP92o&Qbu`KF z&<3KWIYF8AAtui#nD5@c$sh?x-@R;KY~g*r91q0eT;n7a%L6(eOB<0e$d^b?q#!F* zNSZp6`PY@^FD&}9EsByEq0`~+KEt9f*Hb!8@$|~BB3JMUJ6?Q59_Dk_jkJcfCG`JW zpgnkj=mdTZZ5w@bJzy!C*z< zHnQM7+MX#L{?>O3S4lZ_%AR;pa%uOmuVy`jId0{x(wpmTDt_)~6&iX~wKe?@Q%T_# zGhp1S40!Eksz+Hn*m-|rNS2S1_itdNDk?Nh^n8*#UeCBv%)a@l1#jfEBY2TRjxm3$ z<)#I? zV=3Vj=!6kqzK{~ziDAB)D_2md70^Fw5ud>nX#F^T)=(?szcSq!!Pk@jN(vAn+{xg8=;j@-d3M-xm#6xQhZ7m&}|$F zwD>DBfKt%Q5$~YtRd!Wi7Yt5<0B^r`2YcIvkJx|K8&H;JFUo&bu*;&e)wQjT%lm&t z=dIAiSppRm8~MKdbSX}Xl5a$c%{t-9lJ%-(uU)b3K^pBTK^X6T^x?^xs5)8q$ zy>}4bps7ojZQr4~z&`Gl4-V{fr(6xFuN%Y${u!L~c>XjGCGKO6*SP1Env5Tu_~v(J zw&{tYn6|4%3j>foAi@hqI6VAP^W6KxU+#Zk@4LI%Q|1q55)-+~yB6xmQhf=GRt4fT z38V2E$_l^^F5FlP`Xi=wZ>f)fanf*lPz-|Ha7RLI$;6|BDi4I~NRf!(|CFdv6?%~~ zoi>h?>~*pZV{XAFrOJi(S0(mR+${ z7%b1Mm!-oML&pg#0Amd^tbQ-5Q`N-amDOfCtizl|5m%Gn_k0=`CS#difk>v0t|qE~ zv#WtXIy_Vek&tK)9W4LI9au+xw^f*?0Ko>Xq`j27Uyiq-C-+E$Af#bMBr=X@h@cnY z82bWGXcu@sSDJ-1<1JXuxJS_}H}&8zFTy1#R&D*6hfPg^e0zg^r31?B*mm3T=c2Bw zmcfNVZ6n<}!Pnrdy*g#^^TYzKZPA6!R}mo(e3DXlsZalZ?qCoIe9w+Je{UKMQrTaV2-33fz zZR-S6CHni3GfAJq(3*Ypfj-O|RGsA5manvJ0TKm9e^7%%nN|ps^&C6HC2OFhH0>{J z(lv6Yqj_n@>zOb-%*UHj097A(ZuoSpTV@MYx*TYQ!NsSlQQqzw<@OoG)I@gqT<(IX z*&I5;j)e|Fy8u;cApD~u+ zDyc)<|I1uWp1t55IesyiU@)-p)N9DN<;4PT$9_pet5x4>fT6-MgPs=tcPYW2&+8uWT-Wv@U&Mgx_bjc3*Z+JB#k6P1aa3xpijkFg`Tx@+d|wtt4w5Om-kWD zqIVEv^L2wU+*Fmb(KO@vce5qcCxW?SfoA{&${;Yp z-1-0?ZMtCiofX6r}-9w~5O z&l?VcYDo<{{2E6XqBK%V`1BF?4%KX|F5?iG=&6crzkB+Ar(iDoggNbkhzC{{XE8vgF-g!m}dkEwUmmvEoh8zgITf`9$S z`j@4>d~L9Lus-ThYXa`sVvYbv7jmMWQPX}iP-ejc1$(8&*Q7W|&+v(jGzS%f?wP;} zt%ssNiRBraY=hOkPWfWAkGJz37=A!s1l%!tzpihJ|zmR4$ z{(O!E8CcxS4_o~UkE1Lb&vr<5$hUs^NKlT?23{y4^@ztQ6w?6X_BV2}b3(kIbX12!K<|nLd8$!=b>;@~_(n zw)eJ(kG-6cDto0NzvwCPsM<>l%jE|Tx&JN569d<=nMxHv6?+==zk70Gk|IZ21Lp#W z*-ps2XU^9l>IkMB%+r*l6%!$Tq>M0x&^tAwhxAYcPed>AyeDG00;4Q}#C%IR1H&P) z!p$xT-J@$e*i4jbhc`+8(k}%%59Oi4*4VR}!*1Xnl6E)-eNb>Mz!)agzL!YC+7R?O zVOe|GKP*kzO}I~5P_H+!Z>3(2 zkPP|sb@yHUzP)#U`?=6=WiUccte>;8w8n@ij;(TDV=gtzuElLb-_H#Nk64paaNYvp! zCy7qm3z%RcXhJ>s_G}?dv&-?F#Cut=-+15%VQQ+ihVN}oWA?_sw*>Y38CB>2%^~^_ z8{;oJODnxz|JU7xIh2)sBx&4_0DD)XtQ?p3=b_1rte{F%ZoaO#<$&Gn{eSp?^BYG) z4nTb>&AwVu+a46_~LSxgP25S~WZJZ%=$+AhXFIji-s2mf%gFV^wCody}8gH z1;CQDc34YduYP3gX{XAfd$QD*y*>NMg3cekb;%Jx0U#Jb^Annbd9clJgtYIq-H#;f5t_UO|% z(|I}}oqN3VygrUh?!vUNwCI=rrt!k7f8D?=K+rT;X3T!=(n~WE;zyrpX06)9+t)8> zUBf?Rq4AVX_ercZ*{l(-HKbsVVe-^ zS+4_cWN%6}Gj9+&orut=<;MeUU59n1uPt@`!=02ef~g?U+%^>qMratMPTAVC)O8Mo z(l$lUSZ*P&F04V1resY+n)B&%E{zGqY@qoYm#aDgwlF=KRCw5Pb1ulNC^o}d%;R!% z83?E+Y3q-$#T}>2zwj!v%~G0R$r87rws0_Iu)1NOf35*E*W-iDxIGm zrz~i{tfe7G7XAmE3ho2HO4=rFb@|H89ab~-rix#;fAd$)h({hcXzIBdneQdGWQkr^ zh!x6~xXKjK`f9ox-WDR40Vzq(be-PhV0$j8bn2DWQL;jqc0Z01&07k!;!wj)#LMd1 z?DK0b2^F}t!wI=mjEYyX(cWQxR8*|z<_LuDo+~fE-CFz_iHU~A5{5oegR-S{D5w9! z));Ffngv$QBp`{i^O-9CX5d)O)s7lH(&8E)DfZk4jmUr!E%BC}IRMH64Jz=IGqsDe zWzcepxp2`Sofk7{bpLqn*YfTHL;n`xNSwRHbXt9`U~`Cr${P@ZQk}9xF(85ZbWvJD!^Q^qx)$8l)aXaoPfwy|v+8)^(IOaifpWl448!@4Mj&WapZ%Ab3VS*rh$#6r(6JS`(?{?iz9X zd5I{f1CfL1G?&B9N_NVhRbU`d?yCDBgDuvkGpS&?=EIytm~ixR!=z!?hyZ~f3={0n zX(k;^!+@n%Q9`|JNuM4D7t=X^CE*CE!EC?-j>vq|(5rMHMtwbD>A4NrSBOz_tpFmt zWaH!F!|2kQFo=yAoArlTpQm|u&7^|E6}BdSn>wNC(t6+|>PsYu6(1p_%@_B&nosIe zGxn2Rjm3_clirB5DJCuXRHzqHNqt_6TR$dTDH#UON#jpeGdzav_71B8&e@*0B}-YG z4#|Kw%l$j-|EkNtCriit6YNGf)CJ!H)^%i+ zamn@T;wFDIF;DZjn`+=PHde08EMkCDn^gofVK|*@lMdb$--Tf8urw3V9e}NHp+9&L*131}u}`w08to7PcCGG0q)*{$8FtBjz{I8&T*m zkf<^>--f7JTCzxlAD|OlQ>2J-W-wv^UM-Y1Nt3i*3fCv6?}KSQI%>l;Ca$xloY&Ty zRPbR8NobK}jiIFGRh$H$d6yCrQW<4eJYUpT;rpDn@mpwBYoBbvF0jsv4`)WVAxe}c z#O+z3>pVa`Nr&NvuzNTEZ^uvmtY24`;=nv#YjQrdhFVlhq105aV)%c9Y{%0sSmFcr zMu%LiU& zZ__JTdVFLUd^O(UYCMg&KCnm@9hkd+V^td~jGek~$-nQNnB|o<@nF$O zkKoe@-`v+hX7lH)+r(CFdq4=NLY(moNl%5a@(J}WK zK>ll@IM!%2*DEc?-wm3bLDg42qk0~`U$Kt zh&eS~^NbvxP5XBeom1}>8B6fyL5UJP+thF}WnexwGI)F-0xHIS(~H%h3c1WM^I?6< zpNo^NCJvzVa={5?>qW;GK%wc-vK}ZlS}8>wOoh_eJE5#b_DF6%fg)^%!do3Qw9b6Y zNk#OeDsv9!ph+T8!ai!2=X>-|p*KMrI9U@g~&8Ae!-QoOG@s&A+^DgbfRva+{MkQMLuB zWe(WPSDe57H)ga;7!lv9=9NM+07dAmBuv5$6~*-=(cY4Wa_7+%^&G$OAyg>X&`i^L zK>}h4DNx@Ue1y11g`NA?n1+j`r>nzZBA zIp`~mYfc>_^&poMVXgJ8oDqp!+`>iV_k+g#vFrg6soVOm9F~4jgk^fhn!8I*`KIBL zcY;*m8x;{V$~Gip6i_H7cMU^ew8ddwR5IsH+n!!0Q=JW+ly+{YUJo=U1dFlyE+LLXI4WVe)vMr!@Mx8>iH!td5rJsUlx!hDPp?-}3%KSszR~$klJ@COC>QjHS z_%5l{#5{LWlggXK*rH+JJ$Sv)ZbiNrG(q>SpSg4s8l_r0%t_h1QJ6L7kUr7#sIkR0 zSk_FI^Bh=3Unb(ROA0Y=XMiKLqWNJuhECsGd&8_1uxQ@4pqH1uL4>tV2hmrx)*&E2 zbX}j^7VjG?@|Pq<&Tkhq?=(EJ1LReq2_!yv9<+1$DkG>*A*es0f=R)T({)05 z3(IZo9YpM!YEnM1ocC7V+DBDOUJ2@s0o?i+Jjc4Ps?D0bZGL~ato-H+#J6Qh{{>8{ z^KmM7ph9lnuegh(AIZ^s@bDDaR#z_$atg%pCdC{b^p34F%NFnt8-mnwA{52WSEsYe zxSt8*LC|ohF~2s=+Re!%`-m|~jz(+-qj5T8MF6e&^0E7oeIrG(3ur|{~0k3hPgC4hcLt} z#_teQph|Kj*z$eY+5fw~YW96QAF0tq zv$MsG*xjXa#vHIarS=lx2WA;lC0;GqSSp6Cs%P50-G;PCN+v>I5HS~1U|2+X*G~Tq zgtiDTe~=-_f5gnmY|#?^6<3k(H~$hd-a!?|Z9?<pxE{<$3$EeF zmtT^vOJqLvzHTD|saqAvJ}U zgb3#6?%0L}nn@W?mVtCRE+R6YhiqyM^a9^a5I*EyR<>#xG( z4Q4@FHco$(PP14Ms(Zjs@(t2o-5&rsAn%D~l z-`G$s|NNQB?-)=nX4egBr?0CT^uHj!JdYAvgJ3Jq$a5R8M^6$EO-Yl6J2eG0dB z^JEi29*FYRNa19dE=*qY%U3sS8Z47?20^*>s+uxhdJRX|E|fzxoGfe`d9)b{29k3z zR*AxSHHUrL4^W*tAuWKK$KXz^!ijVrLL7z*@z}NdVl0N;x=Dlbh9J zrH(w1j%LECD=2u;{_EKXNFn_{W+%{|GE#%zJ|@b(kLW*}FkfTZB@15Zqvdh=k}k{_ z5}0x|Q6ZXHEX84$ldvCZDoCJ5B>uP@WU!e#!0^Ass|fBFD6kKGyUTne@A?v_Ut5|G zBN~5Gh4&vq8H5peLva>5TJpa~=zNmvcYj`)Vz|j46Y*LX@MxuFG5S_Udqhk%LE3_M z5k~Ea$sRI=qFJ#LzWDqk{Ht8j-zdW{FTIHcIHqcZrx@N89`Er5iPsIF`d%d(-kXKU z;lKFM)KW7;=$X%*PUUKwk6XITbli)Pi?s`x=YoCPAQ+9#q6i@O(6y1a42%|Ap#T~v zL27~!BW{E5V_?d#HPB(qVk*ls6CFYO7{28YztiOyOaB5d)U{#5VBfN$~d!FD8`^TYioIX{q_zE;RkBEwK;n ztCvW?_@{SFr=vaS4r_XiaWIC?TI#Ii0@iFj{6#Qoi4x+yr^LI6WIYqNamtT0JROL>Kv1$w9*{#dF| znDJZ=eUDFsv{IJL1}Asm(bj%O3&01yy&|dlw(`TYS;q8GJwPL(zJniqPv^3p_7X`R z6n+z}aJBjy9U~uF7BrP_V-~%QZ+Qp*tmh@K&)6FJe4xVs8(P8()YvVNS4ef!Q-LD* zP){~k z!BIce{fD{TlrBQQL{go>?!-aD>=3%)mJg=a_|$_VCBMVH{QhB+#ZyR_ffyU}xy6`w z5K@!?rohOScP=6nvXe?uuRU%sTXAJJHynmmOl3i1iul5BCxi}NCn>n|Ix;S8`y9Q^ z>12Y*m`aP>5R)X>q$^!4l{}a0O3**ipX-L)*q_0Fv|dm@gQVnlv78Xa3-Y&Ji?F3f{-mS{paoZTj6o}xEY9b`?-O~N z3#HH7V|L~_hQzR)k<(fWj2rmJ|F);QR~t-=`*ht2z^4x^=pH1qB~9|*BKc&$q?qUa z5XhH~UZlb$o@9u^IJj5TPGe+Nmgs_HL4A|~Y;^UXubU82WVg(U%21g|myq?@fiJBp z@!&9gsR$9vE$V5&yI`Hg;q%3xWZvnR%m3ouu-^v;QHQ65+)|@s5gT8LSf4M@+lx%= ze>^l>3K6yNcHaNGz}UU6GHvP7x5%w>jW%`5dV8u-JLzUD-&Xcy)e;1{3H4Bvj8v6b ziH5d@o*wFVk1j&x|FSWK9#baUxDF#pWdo&<(WSI^Wahf1!04nm0Wd7!|C~D$q$jOu z#}*A7J4qgXREacHw1%XP#;ZLaQTOGcE+%l|lENH})7X`%?S2z8+EezEGbsJ$LIgn@ zA9nHXQPF%#=3BG81UHkI_t{gmtxbLva0`GX@4G7U8T@-V z;Tym}ENyZlhWFuIsdOxCQZ*K-WH45^ib|5)-CE+zUGl<@6KP`4G5oYy-pgdmZhsKl z=0wOGFlLZk_*1W9_~!R7zkoLJ*Am+QaDBF~v#btabW$@-hc}NUqj#RzcNdR}dGWr)M>KQ=W_$b%H+5lp1f- zB0#?w9-En{f;(KSDe#9!t!bH`-7V_|I0wr5FZNj332>b^E`K8u3c*yV_mnYDu)Edy z5xk5(Db%Pd*Q50H3Vb!1Os397qwsr3hc1K3tr(*h*$8jo@>QqYmG^RKs;tR^7&GeJ zs+#z5O;dPo@Mg()I@aSgcf*L9)7EhW5vZe2Uqot1@l^|)jgc1UsL@GKbFdt@TpEu| zMinGn@Nj|;vM=7XjniTv(+?VHPSZCR!X7PNg8oQ+03+!>MA#zE!iH?2J9Lf1O@nuZ zlY&K42Ba3eCGmHi^*-naVqpHgA+Ucqt2moXRtWZwn3SsxrB0P#vRug zH_}*`t4`7%)E@T;SE&<2(@vjANL4B(i84_0+{D9n7reY3-ssBLnMBcPbTx6%s+t75 zSMO{+{KBIh{MQemcbH zoB9&wc3y8Q2X>?uGi1b!3_M0i+oHDmx*?j_yJ}|y0RD-rgonWrnSA2DBLL02qtH2Z z`I5cu^EPi7=xcTMD2xZ5@D?tU@SEChsFoFI^!#B^7@@$rP1_qVUy5IS z%IZdm=c-+^MKs+M=I+)%$gxAGiT3}5%H%au6AB(p$LHMZ|1sx1Wh2OD-CK^_1jy5c zY2!X;YX5Dp9m$r2>uA}r+nm$r4{I!fHJ2q0`6$|aKNZn(EivVzt;mP|^}tsCB&O`t zz9oep`gIKeDFP7BiRqXxbTPb^{o@)Fe`_(?MyFqSfL^buDq+2);o zuyW#OEV_zDRos6E8~;XO{RU)YAD1o_2q~7foxpBvi{Z7%?`Yj*@)R>UUqVey%&rmN z=b--RXfjyua%)A9!9-T^ImyQHaUJjOJ$&QsLFmyK&Oc{3aRUw3!#AHK-QtPVYU1JmO{M5PsI- zL%{?_HV}!3TH1oKz|w8V&jv6AlT{HgMm9QGHxDbButsyCObYXngN%Wzpa*H_`sDB$%B@CGTZ@@qQSl7i@ut2aA8m9 zCE<_W@4|V^8mzzFTP%Ea94fI%0UH30-WKf;2yw6+ED|J!)rJMw+{_U*nhW2P^I}Z{ z1q*DPsjpgYBHgYGYAT+HqBja7S1v$Hb8Q3>YKB+3Y{y#)19rGW3L5aZW<-Byy4fUqfh*6ejXZA*I_Z2AtDH;exf&m8> zg1fC|=FhV}DTw!)Qe-2GXwm_>{x|q<;4y*;txQ#6I42p4vesMR&zG_*h>~VW)3X83 zm$5@PI$tGur=v#0As_)ba|{%M?V;eXRhTir!9e|pVoFuBlTA>zTCvM1;SFm!? z(KDuch6Mp4DDP;GsCp&Jrf7}C_-ZDXECblhb|F~*1{Gg`sRGq7PPBn|Z?>LQ%TQ|K z(MHZa4V!twjbgK_a<>&4YcE4vVwCR%?VVrL__%I(YX14dH?rXHZ5dv;5Vdg-gADTpIEpfpoaeNU8;L&i23p0OqAZ-Emp*>X|+o{drdeFNwdha}pb zKuy9aci`FfsfP_16(EYiLgPXMvypS*leCUh7|g%^o;*{9qhv5k=6!y`l;*@%9&F!4 ze<%N?h89p_6Nz}Ptq@Pz2KduM-!X^k(qUYH_ z>LpANymhFZWz7gpp*!UxJi)g9S95>9`N+1e6sCX<#PYgh8eDd3m_2nrW1{Fw4xqra z0lk6ZdGK=0+1Nhi`ec<%n7osa^(7rQ{V zcW^_s|JIdZ0;M@--+TM_KHVt{S6_Yd|7!Z*<@XZE8dqsc{_d@Hs=>;&$gXC87QI3Soy>XZZ;+KoC%| z>RVen+;3$^%&dA-aPthAwBhxvRU{lkX2`Oljn|QNKt)d!>o8$Rrxu3DF*FD4VfoJL zL<&!^zN1OltMrsji?Y$Jy11Vj9rV+Zpn4uZpZV3Z*scj1fL-N{fZ>|N?J!*Kr+ilV zKF@NC0jxP$YJsZymRfw~UJ@P?(cLKUSpv*hhybgc)(=?uf~aybKcOG5?`2zRc+>TYTkJJ)iuVfDh_1Xgffz%v z=E1@_T^*Q2Ufe-_%Py_Ahei_+Ma3>cOHF+?MFn%60F>ajCm4+CPf<&1XRB`SXf2!$ z`RRvfH<3VUjlk{wlh1ctdT6=zb#C8l_0*NU78E0zCy(x8(qvNF)Igq`ii&!27InLYI6PD;J|nQ zuwH=4#=yLF6-;W%8kT4WnSD-@N>E^}!XTb>zu0dgyVqsX{;j09BQDtTfe5+9`9$oi zSDlvhYz|}B&dv!~grY+^fuhC$KE>GNG!k$YIqaI&SEP|hK1whq;cwHl&AO!k9fnO@ zfP=T*wBEmk^ai}ka5Gvv%!T%XtRrbhEBB;0UX3~#;jd%5D zMU<*qq$^Y2b;}H_H>`6+gRuQBco($|s;VFDm>A8yT^0bw!El8tn3MQ)H_=Zyv=$4h zKQGcT>I&B8r|A-VG2IiQJk35ih07wYq48z&e=N9nwv1zcOpF2FZK>A*LR98Cbk$cJ*geXt<+9|gJ zQH;DS$D4{Lvm(S6VHI5Gj0vII z-9u*t`*O<#*bmsdORqZnG+sXcicFJf`HIrO?|HS{?kAzk0*BbYsv9E@?YpEomQ`qz z8TZGh54nH5Iz{t;tGF|)ir)`OE)PhtW9r6W zU6gWr&dXhRVhbPAyT}8E)B1Q2*5*oN^u14Qp^o&vI{PzzR@DN}EJ*=gIb%X4z8jck zwjIeU-uO6jmd|}7zv5<5DunFeVV`TrAR!rdnz$X9n(o#f@kSLZI3%D0@yR+A#<&7G zG&{uc?D3tjtJa}{Q!zUU1=T+azyjQ*T9$jEo{_uTtSO@_a(~v_-=$)`qyyxK?S=)2 z&>@S-fiFNpjcgSD*eGvL>|JzGuh(J9>+2^YdT#|9E+3dlNEKt?P6XiJ_O8R*}UwL{yHdcyk>W7``Xfn>grU|JwtKwdvTD@(g)xMO`JK{?O&eA@i_}qCfXIs&Idw zWB4vOdz_c7;|)7GO(WiPyFV3e=8_ijrLhNV%vTJ35Old&^m`)o;+Qf^ozkjF^}d}m z)4%P0;+bZYx8GVG%s3iv?9I$9)A5fn?o{WfILoEV0|g7!O0$|b=@P+=t*Q!-h+KCE zz>7Bt`{547+u)PbZc>B|*gKI}YRv-yebl(Z=4oGGea^ZO1f0xaRlxqs1B3GDD4shE&{CteS=g?Ru$%V>^dVx(6zt}eipANkJa%{k_Sml{O*_fDYLpwMIpnng) zG*8)$8Ps_zncx1nJT>55&xQ7_g%ZXQc_Pj8#%8RrJpL3Gts;c>sLcLKyYx2mNa}tI zRo??qQY;@su}~dJ-n96XG5@K0(5KWTp@AW?r-$m$A(d)L;WdeLH>_|Pk_M3epw>4d z{oS!|y2TX&e4%n);u@rC1OkCF)dXaD8SR-11F3p=HMZ!`hHmueX0xjzROyY=k##e& z2l^r0@g;xfA+ppF%iy%uH9D#xf^`#@`$Oq3NX8b=06jp$zc<-(7PY;!8Uo#M;DLJ2 zq=4WevyGpNMw}L)RvihQ{tYO8OALczhIbxhZqU6Z^Yxk8YHuzq7wD;e9_EU)iTT>K zL;(knG8m#dyrus+Q3O@+>>O(UB70QoxYy&_P){4Z1$laM)6{|~kIK~kYm$}rLLTel zQ&lSp{_&KXCyS_CUHrl#n~ZYIw_9t5{l$o<=^|`481p@Sq?E@VTjw<^P)twS)V!GC+Arz^+O`rFdR1S5-L^BnVu_wd~)F zn)cvEik-GY#@PC-fc}D8Ym_3{6On zPj`;DGI2HE8e!q)b3P<oe(;K`9Kr2=9i|a zg#l-o{6cH)f$7sE&?9t94tb0!Kq0KXRWgh-jUdb}$pEi~JCqC!y)%8^Eb}OyA02q8JF$N36>6iH4g#;OY*A{a)v4dFIz+1=4gFBF8PzVJ`UVm zQH;^aKY!Skn;4qQVJes{fvO3KX|KovXG7{)n{Mtv1B&R#E;GqAMWU{F3B>*rCLAc7xsxku#O@pg{eTxQmC-DJJ$)r3pI`s>3O|9W0SQ@)S&SkqY~Jm%9c|E%kWf@L-}(jb z{^qpCtAhN^hb<);jlZa`L}GvjPyi!1Bi%bnw8xx>W?0HMUafhn@U)>q-fd<7e3^() zg}HMF4@(UYi7+)yX=k87``w?C^gE=edVp8m;myS_&5Ls|O1hS<`|0-jeGUkDNh)bh~zU`vyzpDKYHEM5Xn%zZ4qhGMc3 zx3$wxbFr039=ZU(KG*$yKP>X?=!jzrDd-k4fGySJg2vqRlC!k%d{GGdL^QYSVV&V`G9|GOgzI8S*5Zh;()#V`X?0v-NIj@*(Cw4SI z97R%6y3u~s#}*|Qm4zWsrI%vQq(K-ZFzv2or!yzabq^EkLw=~|1!Y)lW{b2}a|J+w z{drwSVYBo2j3}DH!^RNRjaNJFXe&FCx*uekmvl7s84QftasYjq10Gyc3RVn+oh|A^ zjhf8q#oM?^Hdjdh7HH2sU>;@QF!u)(lg1%)bAzjAFp`9SUFUFJqQD||{p%|)(%XCo zfUYkKF#@ds_t8LU@9L@%LfdKc&kh#%8oIh4Gk!8l6uy%~5*2{b26`or!XWMxI?3Wi zbu8zXmvoix%6?Tg4dWlmK>DvyfjfN8!K$Fv*`ymT9X&dT4N|gyOF4e23>}~6>A`OK_nL7(ifCp_uB9|o6bky1WF5r6H3Eo!_uE%2l+fy%vMIc3GG)4 zn%s0!9{UF|!Cw}gSDJUt97zxKRvyC^v|)UIccd76urah8vBs_2uP7>H*s>%nj2Hej zhJ_UZx;E5LIfdUf?X>HMGWY#(Q7FdSUp&>fO1r^1$nqe`y2-lYYa90W_S&d8_putS z2#QOW-*P1A6bl;~e~NZ6z{ihAp8RHbE;3J;zFdTa*wL%MfYTzLfV;?Xn#bjvG5Y{n zd~AFw(VH-=eT7`9+wWGkNfg<`-h0qKRO>X#peo`sc1C!8#8}TF8A;ELJUx`^sHFix zwx7RakT~SJN0N&7DV}Mzr!MVk>v)g+P0iODj?YQ%flnh8My(!=l>g!c#h?SAj?HJA zO&XnXnL-+&X)+2-n9pV`SbHD7RniT}>$s?sD?;7l%6JJYgqFjn8b7h35#U=sq4pc) zMPMbDNG^T^^L-^ZzbYM}JlE+d8nO^Sei%r+YxTp5bKJm=b%YFteem@b%M+C zT(HZx9=gVrL{W# z4vmI1;gdwXGw|8Y-6Nxa|IXzsoF83gpj-~=&(M@DC*@GM{2!@G*RLb{5KxX3xJ&K?MkL>rPX`nwPTIOeHJVI8n$FQD;SIP(qJr<$>)_QnRdVjGzBb6##IyP}2v^o(QB0RIpUm1ck! zznJ%^Wf8pF>o|xcg9i(uOM{hNNWEWOYNz~L!_LA>_1ar8i*{z!lNGtE?g@$l$J!&H z0eV$f@Lxq2V~ULz;lPP>^+u{Vk`uk)d>+XTQzlv;??=8sJbNX5dko(1XXx;@8mJ`8 zKt>tquam2DO9@rtaw-2&!wp3DrxdQaW$4L&Qz0=CfZfh50jFduF*6;(9n0m69$gIh z)F&A79{e0m6ulf#&TKEleJ{7C&M{+V`CbuYh!9X$AIlL&i;nS!iCL<!XMZ8*SM&9Ps)FNs)%f|RK>pfVeW!YRv>mnZ+i)_9gmMfRr$~pR!KonazD)l)(r&qI_PC% z&_mf$(dlCA{*L>4LeV%}oIu9~19_bD-Y^;&DYTAL0X#%CFb2ft)tc2Mm=pmz4jm)^ zd-<}95C;ffF$X@Q34^&;kugxTvnm{$)-^ISw^qDqub;5IzP-mQ#vvaui?uAGlJ}FZ zmg2USRXIvN*7f_|m(1}Gyx}Gx*Sa@jV}*2~M)*C~2;Gx)U-w*_(g_E2okbG?OYaDG z4emi&ZVGt1r^};|-wGmF2~m(R5Q5#Gg3W$)*w28Jm9@siEdsBu0jig`JX*P3K>$)N zXJD&AvnR;N!7*0WHk3jXf|g8!cTxYuS*!Tr{ja*Je79}jJDc7QNOA-)c) zR)LAZGnakuDB+H&ju@!lCFIu$c%Irqfw$5o7|g??bp-s}7&nqijfO^zN7; zn_3BEMij6~TY?&7%J=H$TTx7RDmBE0;A~J!Q`M zCB!p$Hj|_yI8{9h5^IB66-bxvcAHjf#+_uJ2iZzW>n>z&a8f$4ol{>Gj2VJA?sJ!T zPq*-H_%Ia*gSwIW>Bu60~?>f!Fx$VJdRL|f1j2L2j+%9**_yl98W`lr&d=+d8PLJGeiR)6v zBr%y-L<^VwVe{2+GG({@WLbI!BmudTrdv=A(&2DN2vneHiPhv4P$w}XyFCQW#z`{N z9*6%+ld>vn+vX@(*Iy@8DXk^7uxp@+s3`*1EMs=*?%)$V?e<*Qkl!s_SDFpV8JK*> z`_6NoOKBZr*~X_`N=Ner#-(-nU?Sd#7M5bB;4Q!j`Gs=G#Cx31f;-Dx&pH%czT?+z zD;QLY@dP#Kxyr$Oze5f}>c#t@PJXQtHRj&g^`O4W)tr7RTwR;=d^a&O^O~leuXVkh z&B)~1raFmET~Wdfz)~sU`E}v0ea{KZ5zu)kPIR`}OkG_@N5)F1RfOHTBOZm?`b|^% ze)9F=7I6fCSZsEQUNye2NMpKP`~H(VSDuDc(%1XHHdt`}X%@|?I#55Zz^>H&_{HgC zv%V0EcM~ThrA=t39(kwIU`{=TvUO$9i6SwpI*QA%kC{}v3W1iBZ(jr|zYFFWKJt;R zbQcCp1^`rBr;S8X#W+-?b5Zq86(p~f zUvVCK6)Pl){YlURK*__^lwG{wVs@$-wTu^2ZLg^3c=xO zxfel2g=A;Qm2Mu4pP!7>M21`akg|Etg+QH)jVc`&ZW(2tu()5M&z8lO+U#~m_l7}y zubcOC4_hzZGKZ|H4bBouiuB@GO)Mk#*<)KnmYmzO&En@x1$vr*+_#RIv;E1x9$l-) z?rbD1cb*Ont`d!au+I#`yrjLcZjm-A#tQMgqQdC`*JelMZ;=lYo)B>{v*roz3Ieie zXJ4<%bu#pnpc}bBprn1f;i*2R@wLf)uy$_*K_dh?kGdpp%d(X%m^+R~2WvQwDRgGL z0Eb54I#M^uSW~CRzZ3iJ*Uodpd4I~UAsDKdZlQ~GZ9Cvs~6+D>v+*PH91k29EH;Y~IGCGy& zO3bYIwTe@bW_`+aA{={z#vS*x+>mt2q|NQkPd|` zeGuG>#BgR12szIS0D`(fC)8gT?KtYroW&Z~w;=wBJownmCS*g}fJM@q^_^HL*D7qR zIT112LjRueYQJR5qsam@!iM=DZr#{Pf%mE`{U6NAI81TcgBe0qJ87?)pls?;7ttq1 zw-i(EdA&zia1PZ!ZH|*YkCq70Pd6B3rvRp_Kgfy!uhr1xX&qFQ5eRoD(m`Rz6oG(h zmE`)wK>@6YMbsoTjGPx@<9WuN~8|LleB(@4r2p-!xc$Kl5{p zi;$X=fB{FxUwhu4YL83kuE>Z4cRB z+RV_2iCMiTz&rp3y$X=K>zzOe<|y?uz2gzex+FRGUcv4z1p_8}>Po!`Cjeq>9-Oow z|MpYuMCX8jrkR#E3fp(&2Y^eUsJObkoFlzL>yf56q7XnwTeF;yA=#l8u}Uz?4ZxG5 z3TGqlB@ef*fuu*~VS-xLy2sA+q z>B5XwP43oBbs8eb&0aG36^4myh562xn?sq%tN6>M`upV`1LscQOJk!0k!|b|%ph9G z)4>o94Fu_yMr^SmL|j{XSMl6&XE@7U7Dn?^$e0GLW3_9-hk46R-%pE9Th7v6d~S~k z%H;gw7T?{Xz>R}o%X!ucGc~;0v|upR-G5O3h(;CwpVS101#AU3ypolw=W>j?LryZ8 z%$eu>&CrQ(RJ_otEylT)^MhJH3|e1) zeyYdY%5Joc;#PcT*X3yoeAj(VTQUFxY6DE?4cZe?xI^45KJAAp4yZCkfKGxsY%tc; z(9@{gSOY@3eY{HgHY>}5D}Oeh6ye)q2k)0RoC8DQKFIaxu>g$U0o^FIFZ}>mf%gDp zZGR2Ew2N$Oh08vHvn8Bd=v);$OS}n{Mr5uE>j1e(IaHOPzFvj?LM;Jq| zCZ<@yjG*{Q?i;FIjE)|hiUry$va~|IK_|bGhntV2(k7#_*gW{g88m+-D-Reji(U2r4xXG+J118Qy&(m~N5tJKl_zjAcN66SxtDDem=PVnF3GbdMac6ybMu!sCy_vl4zNr@vx{UE`h6A1wx`DNz=C34 zZCh~ZOy4w{!}`wVIX5QRj#01mtc4w4xd7++3^$Kh5HZHB!(8cC&S-k1y>DgrP`_^ALHAp@Ajt9H6T8S^g37AzJd+7Q|)< zL@w|1Ha?VB;RVEDY4ErHyscsX(^T<&_rO~y?+q?j!_|uJEXPex-L@&SPp*q2s|RWV1q%;&`Sh| z8<+_g#Q5C%@z!1_&q)LU5vDO3;&GB@fDp78e`sg!CgEv_4mb*B=MoisP`LAs;kH z(da4XaIT#bA5oR7iW44q!GWT%I_-T6h6#~oYGz=EV=eKuTW(~vc7eMt2QLlMvd9sx zhrNPmA}Zf{Wk`;iW;jOfndHBY0SVbvLY`4^V>C!PF$-HVLG1}DNE+Ua8Tee$!pZL-8sF{ zsG|RB<}kGgwc|FCf!#%u2mD*fU+&(~TpSZ8V;wxOI7;GOZlt4E{q&0TfXlNt!3c86 z51wj=Zj-V21Zg10j3)Z)yF~yE6LVYk!?W_t?bvDF&~9{$JV00v>b3axdw%57j~1gg z4cRbi!|#lCH|cvbNsheS?5Fbz*B%<(r&Gw{ce%;L_nKwfJUkX7eLpVti_t2`*IlsN zr%k`cU)&&|2PiPA#S%Oh8kvs$f*AMQxx5#)Ol4gRZKa@dv&rHEDAS&~_)kU4Gp3 zt-KBy`p<36!aj-Bq4MW}m3>EM{IIFnwTOyav+(>DQqNp)@5=2h)pBHut6_#s=9Ko% zAof&EuF6EIux+gboxFPJ>VrqC);PgFGROSoqMM69V+s!=G?mvZw$|8q|yU;NH5% zzerea`Y3fU5&bJqF)XG-=+4TZ(t`{Ao_RzFp4O1i6B%6qmUGV*@;tSP<{i?9njPst zt`dzf{uP#_^t(xVSj+iNI)K_;j1<9Nw(#*<)xU%yfn;gdEAXZRae%$n2rn<8kT*EE%MqSHe z;-$L}bX|7AunIDg|hXD@7RxS{?_JQY8Tv zCRq6i9UNjI{vOyFIsftTtgt>lhXMkg(9gW(nTcP4^kn9<{y{oAd7GdQlD>!)wROq+ z)7`%!svN?X3Ju!LP+qZ|^Aw#XM((R_fLtVnP`Xcb3%hS%yGuPwKebA+aA|I8x-wei?w|6lN|oywA)Hns_TypGwVefWHXa{ ziIq+)JZ6#1!WwxyC*ro5J8A`$UG69{t7ry8UJNfxhLH zr6=Jy3f-m%NTC+T5>NXGv~uyO3Zjan;hc3}c~f_Ga-&y8PxBqD1%DZB%7P7n*p(NP zE7_n5ay|a(b8KB68Ot|>VQo6^XbFglq`=B*{Qcobcp{fJMi|D|^12&_%mYaqI@>m- zehzeAl>yXjHW$zxg$U_>y>qwV6Xd={G)~o7i;lM#g%y%$&72KYY~q9`53nX~`^XE< zWc8)Kp|Z7!szVshn#_D1={E%)@svRy$f;G)qnpTuVf!8Eemn}5CX!pYa9pM|Y5YT( zqS-%rxYsQ98xI|PjG*PBvlx0z_{d5_qJiU?9Q$%jYIUF#srV*+8WeJ)!vdhyfiGJT z%Sx2iHO9@`Xr}Tyn=8?*qr7v=ZmJA1$Ol)iJ7*S!KyK}x zDc#j~%~XMieS1pr*M86VkvM;{QKc7;<66BW%4+Y(2X;3xFZd5{t8-AnY$ z#&hp~C^H%wXj|sfaxFo^hs${rWqu5|_Kg(95MXp_%%xLx15zeb6L8jRSWFvZJZ#LD zM-n;;kW>HC2G$CkJn{On@nw|};ImQyh%B{N0Iz7YTb5s(qw$Iwf~9<_=%#IcCYFzt z>MTC=#;h`es@C+Jtc*eJs)Jqco6wI=WtpO(?tw|zinWf6$U`tqWT1fY71I!3gNfA>z46*WTCoWaqCa2U1*(nnE1g-%ZcWwVE%YU`piXg==a$$ z=kmckO+#p{_q29-ryjXUlRYd~C>n6qe=X~uD*CEkHb{br$oe9~n?j2m^_sUgYei!E zD|R+yvVX;SQG=<4H|hA?*yOV3c5yl@Q$VvhDX_~yQ`y^a9N6ef$GOz>k4HGE{EmV? zH@DSWH}tmq45cZ%yKH1YXQHOg`F{4r-BYQGzI^vDCCfT~xWo#cpnqA2y|ccSS3P=5 z64GI<#_g2V;o9PX3X6O{#s94w*&dIk-aKcm?V&o^Gy0+nzndj|9eviy)?8!tW)m{A znc_o-9Ev~v22i&in&A1ZkIEpEsbF8hKT4F@h+n7SEuLALF)`Sx@BF3=b?u=@I2=&tMD*BdM7s8YiL6KClg#b;FQ_97RN;(HRL}{*B zpDRpdu(-cFz0+-+L*;~smd>g0QDbSxOx+7_UW2E0_2!(98|`Dhph@xOLa;>mKanc) zqW-SO&JD-W4{4*RNunNF%EZx`@iX4YO<69aIScgQZcOO=-Ed+DFQV2t0A<6}to5`ig4cpeTFh9E&f|YWp7y(TDmtbi+OJq2Wijyl7b?DGMDx zdET{JQS2TE2DSCC_Hs7b5|wr6FZX z6*uipQvlnBuqGRFS=?qyLuHXtMH#RBS9KPaXJs`^_b3hilYQgg3)Atagl2DPj|0nC zwOHdj$`GxJD<846>VJ}cfLYGkzQu7n)GvSyU%2Dki3MoF2`idgszwLQ{2(XcK3`UJ zIq2;CT}puYEkIZHNtG}^Epx;q)@6O_o>SYeN4b5K<|vlfZd@C|MxTZTteYqJul!9g zUQ4*NQl54MhgO!(Po!(uU>WC_2}Z1zHd=jU_}hU$E4AOh8>@1eCiGU8tJoelqV27| ztA-0A9VFg^t_kZXPZXo3Qxb-<;p^Us4F{cx8qDoul9D7h3S#iKMmaZ^qbh}Fd|ce6 z4Te@rTbP_u-2MWRNO-drLZMjV?ZGt`=E(KHRKBhpWp^X^^dS>2T9k>kx$oEW-Vb$< zNW2PJ@~(AbaB}=cMz>ilyGGx_5N^keI=yWV4F)Wee6R37>%ks-r>L;*&o%s{!ipa3 zz(ItIspZCHVUWe8hGN7iRnffdiT4ys>BKipsLHkwFj^{65M5XEp=ERq4Z_u(pjc{E z(9w@m7`+1A!JC$B0?sf|?w}n?VvN{3JKCPh&gHXqQv!aFs zm*$ni6jnwuHt#;0+%kZz*46n+T7F;Yd-u^rRvO&cJG>}zuGDT$e44hfWG~u>!qcOb zEPJD;WjKOO*~ZF`uPqsq%T)M4!=w?{K6)1?7S$JmKA|uxdQNda7?bQTaa*ls#V1bRo2j40ckxAjDA~(Ob^$3i}|5#ig=PfH& zC*@PR{*IxW#QQ&fB&@s>jhTI-Oq57+G;wfh>@4c%aq#gn*FFU21z<&hGY4DJ=q?(K zKt!j2Ibk(vnBA?1LiGrl;#)Osj!GU`Y#4C=TZn!l1*%&sD@DD`V4qV!YO|f z6FG|zeKRu=vhR(}STqD)lgQ{4>k@ks5ibSD6x;yvO`lfz|FQLC@dYptM>>Fd#-2nQ zTG=6YYu7{LAK!&VI7s>3HC)a|Mf<${Y)`#+8W!d-vcY?L`-9t$qasJmP}#qmgD|~A z(jfB?;($H7yD=Jq!If_i7UCbl;_Oa|*D?ISb)vx z%hI$skHy4dQm3#h?Y%opH3`mZvx)!u?ZF_ zd6TjnCAeC!ZPv{?5?ggXizB1N_c5x5l5)TxHsh?;xEN+{=Ql4q%JCgV(efRmDXB;> zn7)0C~ihVb1h8rC8HwVf(VEXkz)yuhy$(J<`2I26jf79(SPaGH7- zL>3E*{SrhSZNnyK`pJ$$5%6{yigbWaoOq^*KRrrSkwOTA@8nsUfKK)QvNABnpw4S( zMI=eHUzNW5S zy>VPM4w1+gM%QieaPRMC61x<(Lpo(g;aRvwD*3@DR?4HACrg;OfCn(L#iYbXwG#rc z_Rfo{1Hs3Mk!qmruD(|?s)~cYox(q2Mie2k-;pj^S|}YkP!{|*#@~a<1g5hn+n?R-%Q!H;l*Lle_|6oo~3|r>N5Cf zl7}Zd@td|jcj5UK(6^1JWMFy?jyYX?lGS4$uz>wJaCEm)Zpqq3 zL@E=OBiS>BcJdIufEspqzC46}ZM}+2e~7sg2j zihTU-3^~UiEhm-?+a7i|f|BWGX?1J<IU@4Mtf0a_7F!(f+dqbecSxE<^%Na|X7uWj&3!rv}zMm78FOb~f68V?Q;mVz4H@ z`s`QB$xt3Y!g&*uX`^wy%qRD!`4 z8dm+WyKzZ;ie>`=ibwyD6*HBumkO;l*&7{OL6LXd8iGo+x#Gj+S3K6$9z4s+Oy5lm ztJCgjnvuERI4+yEMA^V_<=HiM@w7~2UO!L?Zg)8^R8SG_v+0@({AAmrdm0=p>(2p> zp?{?-`-_$6n$=9DY`fgvrvZ(4o;cidK;!(Q3ARl;im~auIkp5fin=58J)=e>nh2Kk zgesTzw#3>Wn#OxD;(lg)Id>f-tD^bn$CR)D)Z+0bb_nX729djI!wA|4@S_e)qheCw zIkQ-X2>$1*Nesd55W zkMn>I6F8d4rOaTiV378bUKMAbhRPDm5|-!l-eU=(01S}}LZv;28n4Pc00*WbQ_j%S zXYl0CG}dYN&<@pDkpZYQMT)#uaWtPjZkj3h6d=OCnX=n|y<6}hJT{y`)ufL;RNzk^ zkfmgiUj-z7wqz48@|$~4Qeiu~tz@V;Zh=2fyF$)+)N?qzccbXq#NsIhUvb1)5q6Bn zYP4_KX?JOVk<*8-LJdQO6a}K+r#pzmL3^ZRz-TT6UFTTK<9Hch`qr=o1XnR=%CU6z zizUtYMe`6khFaAe(LQExXXq(3tz1_Prq}kVQ_2T?OjF6|U@dhAg`}|Ho!n$aIZ&1j z{l5Npdrp3>sM2H7}p!iflnUE*a%Sn%ES%Ld~-69e^??BPQ{nHk3>AnWyS zgB>->j`WAWjFuJ>9=f@&lp;l5oD1kU8b9PrR|N(3&0w!4=(!4n^Yd(dO&ta^TZL}qYb_1?30i!#Zs}( z9V-k-sH)ne#EwDtIhLonM)SidP7p0#e9G?8WisnBhHb=J9q8vwCmh~EGo1!D>TSkZ zSoh%*#Sk(c?UpwtnqYNAJ=m02+nY2*K)3>bg{Pz0NT=kkc=cX%nwa#tBV8tK;KjaL zbhXV;TB?-42za>NU#E>P`)03AEt%Rt3WiSPv_Vl}k8y|bDN`DO_W@v4zMlj3a3Z->*I-?kJt!hMz}kLSebPF5BnX1mKPnEvjV%riY+5nY z$X_xc4{!R>NaJa$00;dKYYWYv`5ms|G4EDL&aPd!F*29LRcoS3?e<0&4RYnWuOAHI z&ez&vOZPG?Y`TfN6oauITLS1gLKIPL*V_=ZDmiN#Wd;A4)A= z#>gI-uj|1alT2@?#8a93PX~FqCYJoX1eUcON3=aWYmb>~Z}qfXt_lG=zQDM|QMnCU zv=*blZ|9~D2P+}H>ifWE9sP^0m`*{}F@%GU3IB(hfzhzdismS6-k1DPZ)l#XYs79@ zUtXL@%}Kr_)th7(d(uyDSzV{b(e1MgP=$(-h^Z2;y3-_dYdN%y&2PZDn&qTD`3!#! zf3nGb8^07DdlQ|*3cZGvaYRm1C9P4{4#lYxc2Gfzw~`D&210c2(4AV=mM0Nu#mLsk z&>iEsW3l)D{onrYyFR8$>Tn3knM&Yc2(zH=eX=qYI&L`)LU~Td)er*FU8Xgv&k<|6cvJE@>}L}RletS>D`&K0<^n5~>bxoN$XVa8tNL9UNyVQy8E{&&AL|hOLd77AQGniSFFReqUrgGRAM+j{KFQ8 zlEvw`F@0_9fyg}@?$y#L9(Lp12=u@O%{>9` zf5=-`hKTFf5TX_dxAfIhjODy2M52%X1uV?zN=IAdVy-enj0(7(!kD#ia@NE^Z)VVY zlV=552pF5|Ba@t=*8|3Cu(e&#V$H?UUn{kk?Bu1qVTy#L9t+hGH*AT8BO2w*1ssvU z2%pKSYpc|?^!8*yH$>*s=8Qj2L4q*_kDD|oEM7Z^>=U;G@|><@-z-^1jBu9$ z^l_#h+~GZhkn)zSP{^yl%ekbVL8nEoXM)JxF>x8SK(=7!^v}Ihmr#L_WX8uA+pX2& zKpB{HhPf<%baqtR_SZHtU=_50#5w=2*pS}zNirMyx+WyFj#{flEqkMcW>*3yBK!vq z!3r~XhOZ?n6(8LyjByaMnHzykii=e=@S=Vzi&XGuDILi>moL^nM~i4}Os_?>^Y@pB|3Uh`|1 zS=b;RT{d2SSg&D;Il^^;vk@|OB~LB)Zs(p5GrIZTFF=UbqNZ9nytIU@tT|2#(d2Wp z^7Hqg>G#Yttp~(dbKO3@*QL`^&wO+6Sk+~hxl$R3N^UbeS`~0ZF5ZRX)4Q+#P&*XJ z4x<-3q>^8)K7{50yfxE|SeqcV9_OK>h^Un~PRPxcI4Vmv81-G^1;Y(;ZFf<^%V&N< z*>RV)rKH0F_rp?v)xBZ}3{Ed>C9{=yo|R05RgPZMBRCt2hhcb%8uO4Z@+S>@B11E> zw__!0zqwkWmsmU9UNz&2?j25Zd5YRY>NL|c&D(;)S9JCK#?fb}7I3Sh2cb?QGsQ|g zh++IaloH9m4sJ6iyKPC#)3}e6g4K9D?0gvBk1I2BBL>UZ(NCEa-QTdI5HMq-8O^st zh?jRvrI5oYUpa}~6SHLx^MNi<1TsH^$#Sut{t?vI7yM8IMP<2bfv$}AfU0AA>BTg~ z8$b1a*u=T)JmYcJ$W6Zcr&x0nKY=zZ{!wOEq@~*()(#F)BY_MGHQx?SUam|c`BC5g zDNqi2DHI=O`{F@tHojnk@w(xQf>s zmL(oF1C{9+|G8|0(#wv&E2v+E(S0r1)u`FPq}Z0H6kK_=m3NdtYk%FS)BAD*cf)xh zx3(DN?F4|O!8wR=bO-cq8RHCV$4&qi;T%&uO5%Br&eh_wa5OHgrydz3 zg9Lkn4(aklv_wes5A82ROX2(6uPZ*NL~R^D?LKz)A2fB_skkJt02M&$zl#J@Zfzg} zUIG9U_J|>{Q9lZQmT$lmG|MmYBjmIMn(`N>h>;5T>yN!(zE?mmXPa2VSZ(S5D(umG zo<_IGR2p!V8PP;cY^X?T7*$+)_@M1+?P)BUj3(d;-~%x-^`(S=$(o!uneVi$?qSvQ z4&Z&5o-AEEZj1|AI%3OXHv^bwG6Ut=pPb+_7qj9d8i1`aRIme1P)xxJ26td4A-d9A zxlgEuO503jD7k56V>~TcG9{p=HeFS=g)>}sKcRZ0p?Px=V=K>o;+RYQ`b4EXD)GiU zn$MLo0F)S4mv1?3Fo`> z31--68dE|da}woS7BZ!UX;=!x8<*?i)TG4TQX(55Yi-gl>xKSq*bX$;NFBDQt9Anr^cU7G8c+nXuW~ z$VtvTjBNqydm9+t6c<}AQNgI0m_}Z}H#ReR-&aO2cBj%*2)i?xfZ<&aXSUAy7H$DmL6_ z>P`RL$Sh))5GsyG8Gu0)raMGQvC5>i=rMe4_PHxRf{ap*RJi!u%%i-HHh0qBwwgG_ zmZm9E8BSjgqQrQQlm9n^6Rpi)!(%gyw)Lt304a3}?&qM$I1_kb{45j1NDLqmAuei< z+@q4ky#Uo;bZBF2uA59XL>zYTVCY)Fo+suMX9Nl|n&QuO2bxrpHvl`Z?-Glk2 z`$9eUzJf2C5W(f5pf>A>PJ-IaCsML1(cE3buD)^|tmgtCsyu9_U)BPSL)Vtokx~F4 zg^ltJpn`!A`+ZZkG;*QtSCl*iUuq?yw3V51xv5s5hF}YozoNSjEaXuhg#XGVVE2h(graJ-qd*AK?!Xbh#|n6`rts=W&1o5YQ&pU zr3xyX35YfS0{px;lRMWA!7~f>qS!_9xu1noKvqqlox`CznfjQ^cHpnR1HL_eImmVW zRyBhvcd}Cfp!xLXvX^|cJ!Kc+F(qaTYCwp%!(VR(@gM?4 z<9S-GrDH)kwylne14{0f7}Kav6U&oNvy$Muq;qnEB; z*b&OiN1WB?zZZ&wZ(bLoy-0XJcHoKG+G)lif~&uQlXJQ=DHTXs)DPRi{@5JAj?<{q z#lrZvo8_*8>a*h0v?=)gF{3geAfF>Q;3*A^t2$-ktkC*3S$W9^9T<_3aU3K_T$rTrFK8$5htFu}FWx+z);0W|JLT10xqZ$av=nWDE+|aP z&q2crwp=<+JP2;($UmvOSfdI+m^!-G%aSKOr1en;yD=VlIB5mSesX5uzyxj}UUUq@ z=e9f`Prg2|>w|{QUlPDTjclVD?2+TH1;QlLxLZg~l&XT5+{W)`IFO}f!pAYA*C3OF>&kXx9NX$u8f?^N|xq@=djEyZ0n#Hn?uL4*$mP%759|T z9Fe*W)EOiLdzYp;sv2?j8%ZXJjMP$t+>3E?n>qaDD79<>-?n+U>NQ6RaCt_2UY?)GStAo!1&Gg%YHpi*n*ly7E&pv`!ZDZvfP0l zh{)b(M#ZDR>CmBTxjsw!e?_(dR)1lT??7Ns7n~fM0w{bR$wF2wHmr)aIfxHfBC;o| z7og1|KF|-9r!zK!Eys#MQ6gAWq$=VoeoQ9wIUdUT#xtVoO!TUsRPysiDEU4uCPD>$ zepuG0axHWOlWu-%tj!k>vRS-OVd0~*%fb7Ovd)Vq8J7~#=U3@a|3P`E>~{8hd+Sn< zX33du9ErhXmD*=}4#e6@_#ywl>Z2$VNHghas|9FgX!v2LFHui!yI)dN@`OtSQ#I1Q zY;NxBp$jNN8OQ(pouxcaiD*O$fMkT9kCBeM+0f@*{uzW~Dhm#x49|HEJR;9*a0J&k z#ZRY|9ED@z(4qtUg=o_)dMji1g&dkKaPN%DLP5TDhrn!~Y&U!3Fe{dNq&8Rw`x@TD z^@csHz_QTiY3H?a?(;EtrXsN2#&A|`DgML`xdSe9m+#v=UjrQ+U}Q=wFY0|WAjbs|@+0xWJF^8mE$Kr3+?V4CNxq{| z<|@1V+QOmww@WN_2Yr5E21wUBPG~jfam}s# zoF3-I`Bv0t?i{j1gKGjAME6y?q8&?1lgo!)I4v$uS@(fOmmjdUFH+FV!5+5Pt$@{G zawixrmF|yC@D>6W7b~y~=oU$xpCU4BVNBSaUVPQjsNk03+EhTB_yQCb2eQ={778dp z=#6ga@brv!&UPo?N)(+tqKLbNXGlsB1LOYXY&9gZNLww zPX+sz&|@^=BAfNPl#op7kUwQHdKjY82kXAy(LnBJl_iuT-dBp;LI68;Yd0$!moGAc z5|=fyB^zeV=EVIIGsy+ygB*HWaeo*BsEs-~@Pcm^Mz`=InF>|b_fVO_P?WH@4bDSg zl@I}eICE!YTSQYgUzH1;%4^a+O@0;bO$3Mq*d1ai>7$MsJzrzwZQTSLwhj$)*P6ND za`op|o?2~?HOvW?u({R-+h7e;6AczB!tLhkkmnE38}*p5pX{zL#z*)>tEKcgQ1U2N z^EI?k&?0dMhtLe@mdvD85~oLBJ(X|eIX6o7>LfPllTzjYZef7M{x z{k}K3-+6)Jf~6B}VaR{9?A-zxOg|OcDxGgKkul1-m_gu!lbWTq7B2hRn5Wt5$T@h6 zrzr}yt`~B9$4|Rm+5~oy+@VJ;V%^uL#T=S26vQyMt8kU}t)e7sxV3jWR{LfLA(2Bm zMTZxzGAo1n#t|5s;r@-br)1G_IWjoS#3d+eK%~F+Kmbcmi%MX*lARO-;1fiSxm)V}t zQS=js#5nTi%^oxnW$R`T*4NUY^FU;P=7i0=Er$E3geUAzC|1i!2v`R$ze71^x{u)> zZ46lvcGakTZHZxjV{-L#I|Ei&OF4u&eDu9ucMnI)@9k8!t4F#K2f$L@4uvui zi1}&=;eVulU?HofaXJaV=w$Duw2}Q=G=uDrsTDa_Z|AFNu$>0OrYK(qZk<_=Vwb23 zyDV`E#9g|n3?oK9zgSWC+I}w1*@fQ8`5gi25}n8d?xKQMQ>d=Bs?p999sA5FpqI1{(@_<~ncQ0^pNx`q0J7u&%t3h=#4rQxF#;fT51!B^O(o}X zQ=+k+eB8CWJtXdfIAg-ODW~X<~zBL*bk&C(cfAeNm=rCK8MU)dasR{WQaR`H6hDoZdsc zyQ?BRvaAPhraEU1C)QAi!W`XNjNC$bSpo#~oNrm%NgLuN#<$Tm)&zPZ^gcTVk1Nu0 zrK+*&I5iLA@SSZg`?Q5_n1`FUc_^XQnupNp9`(jx`R7x(qP_sIm7#`2zO`Ih8Tw^< zsZFmCUqC7m8!r^{sU~F<`XE-EXOOFCssT%>ziJ*ZiKT~sX$hulHCr|g`zU8)XJXZG zMmP}m#wMW*xHjZ9du361LPdP&F(}k^=>I(^A*I67m~_rHZ$5~p_}62WQ_WW8WsQm> z?v$I(*_d;16MJo>$gS?IU55}as4Q`dhhC&7`gmdf-Bww`;|%*a5q(qR9tF?Oai;3{ z1S0Btc)8|PTT-F2$1Qc2^$Y^p1auK;OQwidxZ@?lmims8$0RxbR?;gDONe<+_*Kc= zU?uD`NI(-}mk-|UX^BkL>%9+0u3KbtY{ovQl(Pg6jg~J4_ zZ(6%wyLn~($)s?bv6xCh7f|spC31%u`VhJjb>i7%IU3t>6~K1smKdzF7B~SF+R?ZXVl}#e&&v(0$h#1&OA@By?m zH21y3w1_X z%uZ`@5ydHJt;yuUe2t>!mMttm5}FG=Y^E>vZs;87J7@|j43LY@M5CXkFx>_b>SXfx zv|SEsj}m3ofRIsMm!Z{k;^VJ7tXdL`_jlO3fV&`K_#a5s2aX!70E>dZ#TZi~$*QG7 z?EC+Pw_WvW2yYE!rmH-az#$*jFO|9!;r|75yKsp3Xvs;kdl7X>g_!Jr>(Y?|;6b47 zNRZ+oY%m8wI!{dd6j`FhsA_GGs8_MwU{_4!Kl8tu*R~} z2Ym!VzVEf41)9JYaQcVg4P&98Jx;dYjNQAz`A$!O^PIW~J*cEK z?Plgr=C02qJvd|h>c@B(G0Ojhzw!d_CwqQcqA)ILGTz0~t)i>pnm9>i`$h{^iDh8G z-#m~0okJol=X_7CvA2 zX_I&BheTe|K^6ir4O*`;t5nX)Gftn7` z8E|pT)uJ{P&4T;Csm@Q4cihL4d8!e)!OT1`wkr9xY`*8u;>4Q$i@)$=7R)D36za4Z zToDemBAEBH+v|}3`=}upi=(&==7gd04&8c=U8f590x+pDq+?F)4k;P@7E{!%fjMA| zAN000ZrZJ?rFE}77S)_t`Z8XUsP@wlV~KhnA-|=uYkqZJj)bNT?V1@r00de8CBD(J zg4NS_!fl_Wm9*mU(z`fhqjR1WPEnhz234AmIhJcwu;2f|JmMW!VOH)S&}*m%g4#M-z39{-t2IY z_F7WT`yJ(@r}h`jMYgHT`SYyL2FM9d5+BiO+n`vI-b$c|<8lYi`9ob%)1js45lbCr zSmHO6NJv*d1X4!XFJ>>bTzKKgS06X#OoE8?u1SCRi5_Y+jd{}urQ`O<{*O!@Y6Mvn zOtL$^Qw0mZsd_)OW&`(quGl-#kv>T#_)aBh6fi0v>026ixfuS)5Rt>V2XxJz&J3ID zwqALwzOR_<3&TU7ifyj)QND-EZ_&k{hbyhqBj__eQ+>Xnu+a)fgVFp6g(?3S-9h!9 zU{b0az@K}Gn}cbGH4QLGr{b9sOtJ@j$&13|&^pmPVb~D5VqAI5Xze_d9rhg1ggRI! zbWD*KQE8x>FS7SEp?^c8`*kJT6u^R^wQ#sfsC%|+fx|o*^-9(=ZTBNlJI{ab=wPNm zRv#vd?gJihVi1xMmzl**9~h`qf!WRq7l8^Qb(;BBV~b3N99lUMjHHqap0Y+2YFKxt@ z$9|I~xX}G4g3p z`%-lk6&M6z=Zbnl{`KMU-do(B+{8l-?fdH-0$`&w(h#Om@yk2xDf-X)UW1z{_c6-# zvVLq8?49a}d@ISmf%gED=LM#LuSY8k|ABH=hNEA2BKU zE*Zh!q}dJ72Ecd<@!_|+mu{ENtKpT=_J!cTQ@sboqA>0LN3%r+Q|>^iKv>e~Zt#|A!=6zM?e$Kzm|BNcfchLZ(g^aKPE&aSQ zB-FpDZW=p9b&~3cZg2L`Lv}m@G4JGvr+w2s-tw#wb26m_>J5JK%sNb~5$%fb=cS%) za(7;ew}6`u4xlx5L;%l$nzSikGh zb69X3EYKvdgw0oA5S;HiTb5SmdJ4wlI2He|(b$&}*lB461NTX$HT=EIi|0xbA9sMw znOQ*f9u<{}!{x$mF4aX^bq;dMJbxWmw$lbW*^yjY< z8A+-+K!JfVR`V|zW9|ab77Cx1*W=3}TSoFST>%pR@J;f5MSAb1{g@(uo{&EtZP7?2 zUFy4PG9BsrFJG)3tcW)XAp3X6QlFeyx#mIkp}+FHj;7VNp*tpAm1~cFI?JJVt3e?z zbn`X3x(!pO5L-5~50(Y<^2r15gqw(FJ`HJYD-N=chyf3pqkqk`TklLq8>?kWYqJuF zhZ}Imh4-EBOf4(QB=>JO4zczrG_}ve=G&I62V|<(Ow&KE$O;-y zh!rKz@LK-+BRk?!$6bm*rY~IEYDEcCA5G_JZO?{*W)wkwY;6Pblo!*EHt|L5wz($% zr$b@&LIC1GVF{IgN+dPS5o*itiwyCmCvQeCPanbR;HV=s_G6@dLsv|lfmrNn_73d0 zZzkW${{CIasqmXL4$O?3&{}7`Q{?EU_D9?d5c{M$k%t;C>g?%Qj z&<}_^w3U9YWK=AweIHoR_?)-?0-X@wPJ%c(b1X#zs?-x5hYQghd8Vhfal{b`k2fw@FyWMq96Y;W&fp+aSk{ICmoRk`NxFJMkcDc$Q$Oei zhZw@{u*(NmQ%=@)azM*G=*qN8GkRyY!hvD@KET1y%ih!9>l2_U(zJJnCY%s~*J+?3 z$4WH08*%cPSo)ZAHjXCUWQLP3e7`T;sgIEGk(+%O>_*B-v6Od@*DC+zbHG zu?_~_%vnqB|8QroV#vAKbKg#S2h~Y-yg;{rh4#B6PxrPnF-x{~N+)ty=S!F21$-V} z5LSP6{G0V`KPEZvs54Ankoz%l5{YATNRN zuEHdYBF}keh8BsrO-ps@8p}o~O2MQWmoGn)HGo+IS@8;F5Jl|Np=J}X+Z)S6oy6QI z?`u_hfU!R_V^_0Iz-PS@8TIEO7&t(mFSg%&-mMAkiyCOoMlB4|;JrM=ZOemIjdBxULH+8RCAgY*baZ>HIJElw z-!(g_7R?-|g);bkPpZYQMp{m$?#+=wE7#ge#CV4*v!t!%6zwpadW%fv|xYHyz`U?`3;A%+GQntqfdiW z^V}zelD3Zc`uZ;<1cDsLwhh2%)ZQS}pMy#<6pLm*2r|2Ctf>KYLLK>lousG=tfD*l z!7K9h+5+mB-!>-R&?7&$@LCIjq z_9*rrvKX}in2q@IwEV8l7s&wP3i$FPPzPLMHgJi^9zLK?phd}}w&GL%iDOSYZq58I3mu{=#s9g`pJsQmA8|x0SB??<=mKURlwET2iHI$NFXnR^az}n%# zvq`m&0%MriS22XA{n5H}WGihmY!5fGU!~bD~42aerZLOKQMF|Zz68i!zOH|B5%7uE;9==VYxqBq%!W`C!F(+to7>kbJg(Nvqm?uQb4uRXGJV=b= zrqeu%7m>#%LCzRDc32NwB~pGpI%LzK#A|!sv`d`#?QN!-;ttCRhjRUo8W+o#k)c@# zP;tafJBZc*He|riV3~DD0x&Y{I3|vR=f6Z(yEQ^@#YjUVnJvA5@N;_~Qi{v;lMJ+kw}aVGq3BFmR}U+Ts8 zv}3Ut^eH%+>orNXw8qLnv1&XIoMGJ-HI}mUpg#~F*nXv+Z@?!aBtwDSOf>Gil#7#f zCCU+de)77Bo6CCreezaA_ItO%_AGsG8}sKxj~l`7LVh|;a@*@4^rw_-s5eK$wHmx> zl%e$m+xR#It{Y)nDGdddyi6#Jd`Mvl!5(5&P+r!t2At+_92LxO zNf0_k^#%ofBFN${m^=*~OTJMDcbTM1HU_&OA(Tmo7sD8&>yH|UquGAsziD6p2j+4r zmTM8}sXW+fk10$2vh9dDKXkbWuHQybIvr6>utUGPoEb_%|2$?!Hin3_)& z6f5^GUQJ1Rzum3uzUrO3h#Bow*m|{4{GW(n(O62Y*F>RnJ zU!4(iFuK7Bw?9k8X*uE-vCnB`WR6~rELPYYs9_TVew5=|&~#CD&p$2(`GXZJ<;br# zTHO00$wkG+^e?#*Sr_J{426r?_&?w!Ga4zOOsFA%viA)<#h`-oMwE8EQGjSWUA3kA z@dhFZ>lV?)8kNBM8>Cyz{>e;MFehc-o+F&9r*YFwi^>u@sYe02u0@(pA8=BU7w`>K zV!jr8C#aoe_7AtUmL+%;nhKFaeBf^^B|6k2lJONKDI@vR%aDx?BWHv`Hk^Ctrh0g5 ziQH9RC?2W0xrg{glshqFv6PU31svXQEt}q!Js`Z0Ul@^sagE>>zyxJhOBB`q6*iVMKRJF|VJ)M8D^Q?BuS{ zEf^N8fwl;*57flH^mncbc$}@)kN1E&Ex?o4QSCeXXPH7wBm-BWjI4H#&dI%SVg#O+ zc3-#qVPwOe!xHKO`e*s6z-_90yL}tSf9PSvmswh?iQQ_}`p(aO{k54i_8k$K|DIf8 z7B<;5ouR3@0Y(xa+7XopT=-ghKhYwX4JQEPw%soiOc*cjrnsHmUCJ($2xe8TW;noZ zk@YF?zTw9l2(OE=P^7LU;bRIZd3@naJEC$K(GP1^$$y+T}%X+lb zq4Gqg=Ib==RCn{p1RDp7tIXUrw>?)vjs>BaNa(kT`0necPCMC)M>;@c!!nt<>h>(P zlAOi$@Wg=25XQCMdzjvm>v(Q7H&3VAEhwERXz5zvBDlrC;U*CCM>PvUG&BQitXH?Z zPG0tQJq1eaXJ#ztia5JGfxR=c)Jav*+*+Qfe=zfsa~|FvyKOz$N+_me8UTkwtjA9S z)y}U)N&QUg%qu%(v@REAG9ko5hZ4<^r7>v(npe(&3R(S?HVK4TUjJ(90f63{sm37M zH^p8Y%r}OTAy@Qe5v#FPUM2)cm>c2HM2d?kw{b^_L{r(S@Hg`)inM{=+8FQVWvD{lG*1lbqQ95$w^(ZJuKAckcm7I z!X7muVC{?gCpVRmfvRmqODjnIwF0#sDjCAGN7BH3o(f?6PiSuK)EEe-5t6W1!LIF? zSWOf}0~`HKrC09kgK3uaS)H`TE^hL_-?h;^VB4|{FR1;fUwjg^6qUwtG|^gWXbAxq z4Y@cvh>?NtXrYaP(!r0sigKUuefuxySnrB^8eI#B6%AsJ8u3o(6@w( z%R{GzjIeygTS(qPwTNpD|Wdi>3$$fb3Dlmp~eO@p64BI+aA2 z7dC3AV4HBvRW%|PJa-)red51?{@|fn3vTAZpzWWLC7ff3pBakwKK_zN+5M)s!^j_D ziS|^*6=0n9$R`h;I_h9SWhQtx2C=ORqtskVsq6^=a!hr5tYuHvm{}F*EKY|(!#Uf( zm%4A%>+RIIn0+%gmQ$oG;3$WQ=i8z|&{Nns=i%8_Wr;J_B4Q zTlYb#B;B{IXSJ3_cn9A&R+dwQ%oHj!<@aKAj|~b%{6)Qwo@T00>xJ3(vcB~6X|Hd4 z_bWE*09Uy%FUZ?U8o^GW)lxqQ=$fz$@uSg4k!|&iqjv!X7X;|MEo`_%%w=o2gc7y- zSmg!=37DM=#s*Wwe5G_%i6Y<(jj8F00^_Nc^nsd`Q^|Rx%XD&!?Zk9b0Ksw`MLO`S z%bnD{EO=jbal43ZSqsk8&0!qT(G;0vBKqjUw@IOHc7x^UWiKcR=bQ%rE1*DFH%~Ys zp@UFt4hSGct}*~Fq;}H?dGI~vI4#A1ms7N3;f6R?3<@;zX@Va{ud8@(CkJXR%vr{y z`%=Fu8uq9U(_G4U9()>N=t|Q4uIy&MjXmE$IoKR-xV$f@Q&X+||Rt z$p?ACTOxYeC6FhF2VZwOkvfI+E2y5({xxOlp|`$W7oY3ieivRU?7yb6=Wc&@`vM;e z=)N`?0tu!IlrwK;tnVOH?Bii0NYlL&`{A(r*W_sca8!2UgOJb&=#t|DIb?Y5NJYYcqqwW~1M4*K`{gbu)}9y zw#u%*Rxc6FvuaDL)>WF!QXwD&Zu3$6#ip(()7q-qWWka)hInRo1g6=r- zYd?~5<_HL+=PWS^u{q}Cp|`Y%09tKr$7;HJbb&bx+$TI`Jj$sGde2(7OtdjxF6>Fv zt~C#rWG%`xBHRN;mZm42RS?6uN8}J2r2b{OIB0uDX~SD@Ca=cWYf`CMO{(OsqmrEq zfW=p_8~O^VI}b(Mx`v)Gft1axFZKF54g1}h4}hi~=zeQ8YH*j_IElm-)Rj*nz*WVV zAa4?($kM;J72Cnw)4cJI8Ll}Q9Wz0&d&52aJ^I4@nXHSfDqiz~T=Qer&Y^g~HHQQj z6L2)^CSNhp0)F2XC{)-sUdXnKl<9P+i=iaP_S1V-MNh>O$=in z&MC;b=6m$Tjj7B(sxVB}QXFHK{-)1j$PeD8(qJr0Q?)XX2dv&YF64wlqe$3k4)jCKo~`v|zsrxWDe zJABG}PE~(VDIpYG!wpe)4<3-1D{G3IPrwDj&r7Zpb5OvIU6<&HNK4-)6SS>Qj>02v zh!+%VuoM!$0d>9LCWzW`5y##mim$T#F|a%`ATOKeSC8tA;uduEoG-BvgfjLn;E{vfOMXMS{hU=wD+lPt(VC7Wv}^;9Sfio z5UR8q&1tim%u}WM^q0FKbSs2tDXdoHUEdPbwj|{J)C~`@@FBn9% zG%VxfG5>WbYCsY#G;oS6@9O7DIxLJcfTs827C?ny_^vr^Cg$%M)b4aa&Z z`b?=aIF@Uch_W=G$$bx;xse6NPSuukBLV#N6nNWp(>j{TzHTHpN*u#kL72>$b|QFc z!vzXAZ78b*G7-EvLaFZt%k97*e9GQobW^U|CCL z_lLyFq37jGEj9^CmY#P49Mb1%km@~+hq&UFd_pISk(ygBekT3{BM_A;*Dj#=x*R;g z1MrHudK3OCoVW6Zl(}4@A^*p2_d+-FDBNX*=TD!&FAG9g2sMQXfBaVIf9TO03iywP z28Xc_C5>rD(V{?r+A`A?i}6-Wp%R2$$~^FLc;0cSo9fpabx9j)TGy6GV#z}z_g|>vcDw#H1OmFN12(0NH{5FscUlL zHy1S^$2N_6vH9ZN-G!iIMR2!F=%Jj}=UGDCqNfN|ub(?_{T>-A*5Ak-yCQNT+5)o6ZsnL9%S%gQip-cg!`kyd_&IvbeD%OCoQ6FF4&>k z)7f$&tq=z3wva{H5`t|r&NK6bPNMuF{Jci3Rysy%Ca}!M2c1}l4qZLd_%TSILUqf+ zgT3rqxXIUw)XEgKBS{WN(FtkK4hk}256QA9h&t-+)muk`_Bu#iqVgwqBW{9|W;X$d z-Lu{ck>65d*_mO|%oTM|-w}dzW#%|`0nghmV4$SgEN3~Q(Jj(K0VfD&Ri8MhIn9)x zq;a4G6`3I4U_?TJR$niTbE&9St|`f+BA&@mpPt|M8PWA-`l2!G>R(=ON6Po>@2r1x zzu|Wmx_*@Ay0o3OW{>?UY%zo9bm4Zuk36BMg8p2$E`-N+M=X~Z!;-@mKw!S}fY^j0 zR6@%xbOM>jx}XCXup4ie9beR&=JmWt1M~?vuR4WKW4&-Ukqb|+pVmC)6s=zfDe!Ty zLtW#fK8zt_3#O^xvoAkYmT>Tj0bj;M{7v1GkE~7E&r66#uz8Ve0GeT>Q)uL}svmdw z7)G-g<`5H~mSWgwNN}}z(y>q-6tA9DI>T1=F`shh9aa|CM^wItbAD_fs0e%<+Vh2o zA(qp!V)~Ofhg&S9D16MB>D^z$Y>u^M982=3-%Hk5!g;%mkJ|8mJ7ZixacM;6uaBfX9}MRmfsc$&sp!`0)QkyXYMGV@7R8$^ z)RbW1d2nPOVTD6f1SGy5}RQ zpE4wMj+oJMZEXW=gNh36N9ks@cx-3cSl<}v*hKuC$1iw{m`FyeO9`C15SdVWJ(pI< zKQHa`@Noe*)F*2$H=)rDXjSiG9QC8mdzp5(@tbXqw1{oo8N_A;F2w%xr6ZVwb~Jw7 zEB=E0`l6;NA}iWKnrp(&})2+0VV=5=0C2k;)#Er2DzTWBUXivaMr6vM@rHY^$ppWWVQ;j&_o9pkCL9CM>6)x;GC9G?~qxmKpd_ zYg=)AN?D$yyRFm@m{>2yb<$FMT_i+PlrR!zx0dqdNWgb3Cmkh=hs1>_t8Z}|8`gh09wK@s4 zX!v=Juz|YmQWb=K&|vX-Qj%wvE`}cKP;2S4NI>0?oBibFJ(V1)g#k5jU2%!2>=P~y z$`%O2BeZ9Df7#aM57e;%!)s-GBL)TZe;Ld%UHXvs2uFzf4n(nK5&H|8)jv1ARL7R8 zC_Tdw+#HD+7|Lt!-%{onY(+cMr?_*3_g$g$&U^CH8gD|JxdC`ns{?J+GY##wK!tfm z-^RwX8%UY!Iidtw-vfv<1^(J*;5QF?+P`i;%H5AgaP{a8iYJN2Xm*iZf3~24GTn*v zmlr%19)SE@v9b~zpKATpEO%U47rbd znpxgtAY~3m_6xuiLBJ^!iCR@{`}X32mswc zIGYq0>oEBFe;+i?!n4+*0a`>DDncnqNCXx(F@QWieLQBEMG@XXT#+vHBuj`)N{PMO zZ84vp=)b)Et$jL4DcYyX?rYbMkAui|TG@d7K#F*tntCOL^P|j6&=#Vu`jLpe_>nh{ zVpu74UWoj=LYuU?Qzy4ow}a;K)QJJP4|j@Xz521($m_V|l5TRnox54sjog=my-)Jj zl>Fv`>@a0L|CWkG5p@69C&=qYhkVm3>AR zOBmw9N({{U5&xx;xh`#&nfnKv@=6xS1B9n$x7aw2Vl4n>Y zYtv$3J#~bKUP05+=dW67(aYs;AT*F2*>a_h324GHlnuAtb_9dhiN9Iek$u_V@(tmF z(j`kehOLVwk>+X2@*Q~a&AgV3{GZu(q$U}Yo7>FPhyK-d%ID9*Wpq*CTA$}5mg_7z@lkwgg`fYU`wJK``!Gx2_>l#gjxJ}w13T?@!H6< zrN3Xo(KT6@%OU*#zCQ%e$Vghp(C|MVC3I3Tr9vmdt@qa|%|2Z{;h*yz zFqF2x-g%@N)-;}-h3VcOx2C)zv9?n@6`*V7x2pD1>^-m%p@=J;z@?zRDw|AE7tOhD z)`wNX%^S8dQUfF5Svz8rZ(q$bfUM6TzP7Xd!yBm}P0wlAR?*w?pk`6{X}1JPs`9R# zhQ?4pdp#~||25_4l4-`sSI1FITyDc^+>HAEMytVaIPz&w4s!QW8y7S)!nwY@MY9yE z-Yu1C9KnR*3@XF~IwpKg1%0V!hwhyk~itdy7w=ghlnsey)ugjj@;gpQEj6 z`d@6J%VhpWo#)FF>E`%0jZ&p@Vv}!#D`pe>wWZ0H-SuFg6Rc~{$f&0g^Z%~F*02UR z@8-U(8wDoH9u&z1WdStxV7y!(8}_&Q(GM8|$CCDTa-{%eM5-jMnjJ4lksGHrLF5>) zz^gyLni{0d`Yb2EjVs7N%CM)Arczm>wWF>R+ASZ0NmK!Cnn?h;_Y78^yrohT@mh4g z`m$rM`&2orQAN8Au;v|CygD09YK#oYgmr~|Fy!23s91=8Pd?Op%;M4=lbd~GW#p^< z`G&~JwQIS7B^wa0_o37(0?=oXUBg;ne5u)|d#aN-8`x?xZ=7fuh`*y>$eMi}KlS+i zvYsp}hr=1wCwks;0YUFS5e0%mojp#<^1qViI<2A41%^WOZqV&y)Tf}1Nb84Wy{2f4 z@n{=#aF3Hk*a}AkFbtu?H^7EzpA8xmMUm6tV zQ|r&88R=a?JUI})h?v9fkGLsxJ3kL~WSh96qu^R@#h*4|_WeqYc?5Ko%UX_E zf?KajyqV3Jv{Zjw$FiRUC~TT+$|F%HWM<7M1;HY&(sUDy?43^3<#my@xa!|}Yij1z z?}SkySCU$$5+|hE-t$sHYww=i)KH874?yt0>yGZl2!H=i@pBMPQ&x)*syT*Ufj*>T z#zb=tiH&4-wDZF%T_gy;B^9vBYUuT2jCy=J)0=|+84M^;Tw*UbG6k|OiC`-_W2PvB z%VED!{BuGJLTJ8UCJl`Xz&4(>mw-zkIWVO1L`UgT6`1)v3xWWnHD6@0|1fo0->-Nh zd@w4XOWT$F?k2Tc;1p1akf3$O@ckw$=sU1z;QKxmSB+|;yE7vPawnE+%793+LnVZ7 zAx)b=CI~j*l;ZZ6gS00Z^#i7^j#?c5IhH5Tweq_E0su*%f?^+J5Ikx~nR*S+o#8z&u8EZ->wf zos1q2)+B8K2^hQa*Qqp+kS7?c02!UHb&(mtC?`ka#LCvPK_^GwX;flT%bI{jeCe{% zmA|v}oqo5TgZV+_TY8JsQ+3pIwF-LZNdA-^8?v^sSo4^TN(Yr~-xe-UuX5j}Y8I1n z3SR62Fg(bGF1mVt%5SX=VT_27W9s*4?uz0!s&S&(ASwovu$=#Jh9q5*NS_(C${v7i zaTXK9LJ{i2#E+yo;&oL(K5g6QIQmQJCDmlDa%nYb*Ouiv8O)}~&8w0g&4-$9*;=@0 zU+|ik0=Dp1$;BdyXAKbD+_uiTDLZgMFym(`+n#`fQ~ZIbEQFhdq3qHeZ>ozN7Y+)1 z;Gv7@N|EzboufY~O>1iEReSj{h6+oJAiieApI0ye2*?JL&t}z~BSI{^TYfP?0%{Y^Io9?@E6!`{&L;1E@;a#lRiR`2Hi#5P*6_#t$`R!;erNH zAhXL5bqj&J7d81fBNH6ocXRUC@Wx)#k|hSKvy~P-=nKDg2*BA>FP&GMnm0W$5cHuK zTL9!a{Tq)zKgV+NpSp?#3uQT$_GaZ%A$X(w}5{2UauZ37!iVg%@tvdZiE~aU06szCVQBrk#cZDgwi?E9y)v%9I(1k;$xp(` z$LM@YBCtjYxi(>bWHYL!+QYu#Vx|w#i6gtvkpAQqa1Xt*Hl*ei~iMYc} zRfZ}h{PeB3N?f8!ksSg*WlJ0KvP)YYg$ojsJnV8WInW1`aBj)>rm=Q&TK6iV6do^& zF7||pmJ2vBVksf)5&U}lvDy|EJMj5HGP#6(Jz4JtlielIvL>c=xw8gy7ZMvLsN+8( z3X=>&U0;paR>u%xcPJR9mqH^-N^5x!>pymCvPH6b9XLm{KlH(QbTYjQ2Nhp<-;>61 zg*Y4tL%e%ce`Y~N3MY$jxP~`^O)VRE6^U{u#mkBFNM>;9=tAH}CIOn``e;?RjvNTgK1C;ab(X9|OK5hc?5ZN8x37J1MEW#RJ~=uNBImCFn%DvfrHUrJk*b^>@3_c!H-|PUA!S6Vu!}GL}`BiMs zNiuTRL5rgL(Sc_SgW?MEuGnUS6=yhvp!ERQTfVUK1nKmbdNu@PT0S7HY0K3&x+#|p zF(4?8TVp`j#gOc>0P5f&jA?>qRKun=+-ev+zlOX`9%G#TLv0u6D-%Yi{%UBTQvT|y z($8PQPjK(jvV+B^bOiAX<+L)nX0IfMKzT!3K~VRqQuLUNezP2y08v1$zvHC!dnY$I zYbeGRV7)wPeczE>69x;=B`&GUY z7qF{*as6Pv^vao=gMy`T5A1o)M(Xjr4>#<9EFDDun4=y4{_WGY65jFIaTeXdOFXp7 z6d#M9D-tf^hK;jS4g(v)nc(R(`i3bg{C=c-eXAyOy+A`Jg*bk+h%lLwh3Iph{0sTY zu&s)kfJZM9P3G!^!NK+2+TTv=kBsMRx4=#wYfZgMHitOV4{@0ZZ2v@+qf~;cpaxk9 z?iFOS)5O}@magEJ9?YXoW`U^~`se5+24j~&DB+BUw`S1s^_U9ru~e>!Gb&3hoW7He(h zD`_AmSqTMN(ZQi^cr5R!iTgq6FU>5DilWRQ+clNRIAuvf{yTx2^G*NYnagqSc`1_^ zbWSwEhNfxjbK0Ls_jFxm1N+eJ0%Oc7X1tTk7^HoNhHjv7Zy!K42uq4(g%O&s;IA-& z2I=u^i91R$m%HOff5vk)+Q;uKe5YaH<{g`+k95|hZ)#>j_aK{@Bwn~(H?<&y9*j0; zHjW;bofL8>ier}{)Rf&2P!7nYtjlH#FOFzMMuiaCp44U(&r?zHqo^d#r*m9GRbapV zX@$|%M90pvv`V?^JrBp20a;ZO6;p&B6a$8emz4F2_7;u)OFA3}YYtjv*&s0#JzYx5 zMy{0gz=~w0W@KvB5G$DdV|EAYPC1uP=WHOv0OQ6f$oDp z=k9J`UP31=^>n_C|Bo{80$7Bfy9UIe{KU2z>|t^^Sx~Mq=7l@1A2V3Eu>gopD?SD{KaEBNK-(UP)8OscIzph4v92im}u-bnFbpLmhY3zouQ zX%n5B-s&PziVi5yn%}i+GZreWeo<*nG`wsTB!uRA3UOPYxY=vu9@-}cut?ICi}&CmpI;(CBc$L&qA8qq9W=2g)% zpc=C%`SJ5N8Zd7M``)k^1j}e=TiHFA>a{}}Pj?}D;Lc~$S_!bW@phPQGJI(iWy+#|s`xeuK&*n4- zSDIv5Q1O;y3y{?`g}U+6=3l+I84}V=xA$3)m(%MGfF^_-+T^yH2s5nJi>*f;tBJK9T1tyZGu9f-m;DJC64aBr+wq0CEj4b})Iq@dt$_v{h4SDFIDlCwD zLAdp`7L}Ej)P+3D-%iG3UrGMY`sWIZWjm0}@xmuZowhsc9d$sYWl%1x+G0mXMz!^a zzRQ0EUh%jH?TaD(At%kCZqWb1!1*PO|T5dODAPxvdHIegblaMp9-v?e0l zzYJ?^=j_+TfVht?so(s`LNVT129k+WT~K4XNM;M{83#3n9O7RXAtnd(sgh693P(^x zStL{_R}1r@jM%i-Rc+tpv1f2hXd|b~yzFKN%st~hXfv-az2`etTdA6g(tkX6;g$b3 zg(Ph(5%b=(5B)ZdlV&@80uU7BoS7#C?B-(T=2*hB&Z_rTFgx9t$ZiRs_ zQbrUWa@sM)@ito0vP@CNs4^J+zi9yR7Ztdy+aK#Uw_M%iA5VX>&&%mer2xXD!3<~$ zL=0lTloG7<{h3wV9#RXjRg=F${#t5WLax`IbCT}70r#*CE#ed0Xzr&e#Ry{ah=xWN zMAmb}UvsH@D=Bi@R5{>^zFCuQhPQvwR$x%)+Ao2KrMpAd%0c-n{=^fbQ0cW;+3RBN zgd+U-?)Vt6^M;=awZ8JQ$k3g@*+kzwLC{x|%sWUFY!d-J>CWDqjG_y^azLm#>$j;p z)*Xm*$IA0sOx=D{TZP(un+#eocFTakBYCt%a}bA(du_D2BVl(*26Ey%Ig<`C1_z|K z-9kXOW^GwAq%FnBt$fj&CT?GtJOR8kG&RxIgU!uY=e`+&9ugs3LrNjXhcN_41MeNk z>HK{4CyL>jhA`9BWgC_A!o#ym=Ps@zhy|fYgVHr@2Ul6{t3^dgjTf$$;&BV?GYu-y zLDZi)Hwa;5%%HIg;&bpF5C!ih$iHlZkbgX5ai?mv_O3FWvxc;{G>m_IZmnr_@b~VL zUjPlI2}$t8MGU@dCT1NA^s|%8w}cRs9o$qJ{^>(fMMCp^7@B4n6 zJ2bM1gsM8gb5n$oL;Bn3K?c*6$J}@wLBifOz&=a_uW2wT{ez>YRgB zxj3saWnS!oB$PBon>z7X1@#UR*fByE??B0g+`ecSaZE9MCu)X-lgyGjVL}LyPvt(g zVy5~?zz0}|3c|6>X{Gn_V_%_}8PpNM(4HeAq6jGykBAbpVn5;RriRu0um9Pd;lC$ILQ=s=9J40Rngpvp*6`-K#!-)f#=bFM~|_Aoc1Ze8sk# zrDkPbI!&_SZ@~4dt*T-67E%)ko6MD1Zw@C?t>9 z{vfDlpsi<=%ja#GNyCm9a0~D4LvmchdS{*1VMy1s`y!k3PE_K`AvnS|gKPJ>LO%it z-Dra{ki&4ePSad;4v+nLRr@smBZfl8a6V+xWvg3{2Hra7#sAh78VcAdQ)7Zx6&f=& z%)AzjI!(w}IJks`92{GGU#IFw7EjY%kRwa|b zvik7hhR8R}Wb53D|gufe6+DwI4lckKUp|YKRd=n$#q- z^YA*NvT~dVu|P|XbVR+e&OFa(ZSnAQzqKc*W_&5fkoR6u$gEjJq*|b5h8Icxop;0C zQ7#b>pc~OU=!<(CLMY$ z-@7JdNNaEd?_4b?zvnlL>qG39Rt!B^Si#>jbX5I}5~lgT3X>`G5`SFPOWmy%%MxJQ zY~4Wo!X&(s~k_K9synCRvVZlONT~0#!FsI6X~GI{m^6z$|}Ph3wr9J*06E&JZ8?LV&AR-UMl8>;aQ9{Y4GS;L#{bO<2n?7oqgD|2Pe0hNCtspGxiJ z2vD;;KpQ_YOAK;5HBSZJQnbv061Jh&yXE&y5aawpEX5 z@vh%^cUfN3oJ#3@&8NJYQ7*UKoPCUB!z&})DkHho{5`)arGxunSnJB^ zgvx(At<$`cn*j&FzM#7o{ltDI>u&w3EwYV(@GPZfKKkSUDmYSU*D_XmCkt1->BFYJ zFHwSUZHO#;ml0R>jGO#jV09YT`60EFU3`PMS6`;8fo`NeHDd=Z$Q;&6#Fu;A{rXOL z&FF!I(4QnFPHR##og}D(a?>3D@Bn5pkB*|id0T;Ff;BtV5X#HZOFD&bzWwmf%gDD8`Nr01JODn8%vGn?tO@bpgIJjY&nQ#WM2YlQtXg|c}Cfg zitJuVuGz_$h4B@<@MJiMtqLaqrNQl3r*$DHv=^uhALbebzZDL9lBve9!(rSu^T0_s zS4PBN2Muu=>=?Bbw$CtnsQg}m;`J9BZr#0Qf>Pye6FNsjx2iJ zSKE_6A+Vxb6Hj^ zAZ4h%0H7cm()U;dQKl;T22?Rib(B3-qeN-?c20gc153B1O|_K!4_VzF zkI}L)Um+&27yT|b!Sk6Ovc!Q;^UU1rITDT`oaqP9!cD9u#ui979 zzTQGAc5bKwG9HxyiJYQi_rx7sJsKph?N}a8`RAW!c>q#h;6cZ)v}p|E+${$X=UN-( z7*q6uNX6n6xdHlR!MR==x%(aICJxjGL*hG4BbwdX-;VWE6$B>EXCIZPw&pVz6XD6i z62>C^t5F2(ogOGxgxy+gl^#dl%vYB+T^>(!k{xxNi>8fSU-;mt-O}bBxdq6rfPbumrhh9oD7RJ*qg^Xp zVc=j3+zW=?W#4ZChSqtZ?VxLw4e5y!LEe!0RwwtW&t;#<1K@vVntv6HC@Z2Rin>sc zdd2T|aWhl4){K)N<=R48M4X)KloA=JH;pek5hS#ET8?@u#b497^`zRqHaRcw_{B%N zf|3hM`&%b4pp+mbzVrnZpLNTe3s4+FxRdH6L)!a??0O9iGzkVdzw=f$J<$mc_yTJV zhS5V3)Idxqb4)C0&&26zP{s5ZL5E-^FIj)ii#Jt>JWT8l*A9%O2l8^~$>Y?Nw2_W8 zbv<2z)d`Y$0$SghNkq|cdq@$+wH;wk-e_#wQ^on}1B zY$?8O7u@{~fp;0ACFLw*uDDZ4f3#aywGb&5Ej+HV4#N!+DZpo5p$wC@LVKJufkviC zN_iDKxIOMNmTf z+CUE#0E5bqve0&`!=?Qa+>c+GR*RvE9dq)3gUG~hsFDqLKWP3Rx&G|ln{74+$(h~8 z!DPMy+u&_?Q}J&%Zp9)>|E#BUam`|^N$^{MoYvCgroXP2R3{q2ilJb9s_@+|PYj0? z>RJ>om&e%>Jd|XBu+jo_Xf(lTj^6&huEfIXfdR4W}`iOwRkZSaN7xR z8K|I*wG>cflEZ2D1q-TPf?3V%M$XN9zxYbtoxc?_oO&4Kz00S1h6R$!791=oALn`| zZ`qST3YYgVp%=M^Ml?F7k)C>)dc;bOOUeI*PlO9yU2?$zgAzN%ZnMH|`f z!;^f(va$}LVM9RA2i<(sGegB2^&bc(nReW-l$A>wYT;$V&_Y`ooOlm92Gm<}n4-r* zQb@$E+pp85JrA7V326OJb*)dEmva=;T&891zjLoetB6z2n196Y8$1ozPM?RwN4sv( z)2gOCjx1J*UkX*L?pEY?dFPno3-QsoUFzO4$#c7&qaodyNzVzo->DC+L5cOq>aa$^ zd5N#gDZo5kC&}U5cU4%NLdQR#f(NS^+~Wix(NVDELx9@MOS)U;S}VPy9#nTJ?=0^G z=gW=mnIRQuED*5y%iGU7o=Q{l+irh^YX+hf0EJGG$uw#zAyTQOw^hNOP)db7RG;)! zFck&(yll3oRs>SIHES8?N^ZRH%!tDj0#xDxA7Y#U8pLeHlbEOgFrXp22Mh?`zOX&E z!IBY%h2sijQRpZs;96b7afm~$_s718jDDU|KQ+?TDp39#5LQ(=W(^Shicow(TYK27 z#&^xeL#S}QfM9t!`=Ibe1^-}oiwhO1hGzUaiO5WnI^fk=Dfvn;=6KU>xD z9qii``af`HrPlXv46jv7Cs$R2>0?nGZ^Quq7@$?G!sPqE&qzFCg-)0Ebj^5}W8@wS zuv`pVIp%Ybz7*>^irT7qEy?*`(ksAF&5&p!$M1{$QHj2gI|nJQErzaLBdml2U+U9dZZ4)SRmi-2m9F%3=>S?IdG$Fx) z44J~ddQzU2`-To-WpvT+|8FM2DSz4_u{;@u znDGRtPg8NaJqSBEQ3Kt?z@0`XGvREE&QM#n({e5!XN2>^iLvxp1B>@F$5QW8BENB- z^KdKWADuNSvc?7$BI^w3>FFQ*-7vwIh_#J#1_aSZRx)u!Ux^?n!goO6)JKs@JxbJd zSi+dJf0>xjC&WKcf|g$nRB01~lTmz^(fxG!+5L9x-M+vi7eDT~{qb^H)%cB)jBRJ? za1zrOF=s2#m+Wdj>&Ck7LPNxpTp$~!$4YbDdWx3zQHicM4I4>gdlUi z83j~it+G4b_dhHrj9KM#< zml%RC416Kt#m#&5K}Br!>;ZztSgX&9H5wNUS8=S}9eTKZ8^F97w04R`o&xH&wQLgp z&J1R1n=Y0EXleL%1xXVCU$m1FCW<^!QQv$2InyR(08|Oig~Qq!CdfcUR@z z6}}5kpiP>ta~X=ACVq#8ev(&ictFbO*}Kzm+&svAG?iysP>k-Fa}^9NRw| zp6B)dn;qJ%W*qT7v0Lybo9Bhp)k4mfH!<0K&Ab=N>%wS|ll<$Ci!lM{7%_Brp>-3?Zy870m-y#}DGNCd9E8+#fb zwkX>jw60CmTAfZ#E4Fp5b7MN{w%(ZgBa(uw3&f7my12lm^gLWqxe^yzyU~{@zEnF ziaEX@c^i!sDm)EZg5q4*i474wke4c#JLd7+6B zY{IwypAT_Un=g!Vkbfs|*pnq($n6Syfjc1uj98+p+nQmS^>xwuEYz~By|Mgkk0PKD zJRK(4_;b)PYlslB)x`+>@l9ZXu`ynw#Et^r>&J!EvPSdPw_>GO3s$d~DZaz>M!^~M zQ;R&nPk=edIS*1Ek6lb(eGhTm$Q`Ut-vGvA7nE|;i%(U=ejxyPn8$KX8&%4W|E2QYllfumwwlu+9 zy2n8;K#Y^xT$u=M*fyiM!LJls zB1X`Bl|Le;$6@5wErkGd%Xf7wE_-2&{WRBuPA73|8>-&S$tK8pAgJ|eM>cx0bqatR z7BK#4s4TQ8u+S+UM+*0LFJ2}OY1%S(I}D14ZW6Dv%Lv>V>h>nQss;bY{JmC2iP~IA zyx=;S+QI4Zx0z?_%Wk=hj*9a4c#t$#ZK`tY6%u~Ri=J(04!Et{*oVxHRipvCrSB;N zR>Z6JW&l;qw=^bgi+agrim?7}`?J7te5A>VOMhpNMn_l#+gN~^FrJ4aS80l-ZK5*% zd^PStz0?IfK&?Mde<7ced8Q&Vi!*2p>#gDpR7pAoUa->$6a z;t$={+8iho&$%^3+U-1M`RajsTmSveVNd7Fr8#MK2SYj; zuaGJp|Hku3`P?p->0m}_+=+6wtMXLsYaTsIH}M7n#)YwkRMt0mZ6as^pvQIgc;><6 z9JIcx_-kgfUk#jvQ)G?RV2FZ%t&jfN2b`+@CK#%+rDt9mZz&(Q79P|A(?`b{Z6Y3e z1BVRE08IJ=h^};uz2+xr=Njes4#D{h;Ms@;uc5}b*-4S2Ft8HjNtkkc%!U)q3I%F} zidD#K^S^!3RXv$;t&D-bfr^kd4S08M%kZ2Y@^JfY>|D@p9O=`hNca9&5z3R&Zei*F zE9MEzRAfD_M8(RGv7pvTN=ZtuYoP*NV424Gc=koS0D++iVX z5g2>-)OrsX*yhR~qVu{bv0tu(#~>sz8X;%$>{RQq@`t@9|o|Nv%I#|8I>%$x- z!;6m4!5}4dOxTYaER7{VQQ;q|6GQNpQeOF;Vjn}nx!c{Z3NE)b1eCr};0p+oOu0ha z+WV_%9U96+uK(;`Et=E+HpY4v=r>B9(OqT|a(}O;Qr^*DXLbZ6d2+IM$nWLf{&*71 zW^KPtJ-E8ZKgs)C(5o3Yq%{1!nuS<2g%5~*Osg_R>x|w8`Uhh~>x<|C(O64(j7lp9 zCA7tH*)C@lg>kMyqAsGa>I$L5XsgIdUnCJw z+5aI6ugALX%StX-^#c{uS-S_rpiqwLqx1=0?|S&Iz?@t!8~{yH@O~A~&fS`Rm5S-d zacscRX9iB>1!C8^|Qm3JZuSVY3Mk-MNkqNe+6fJnzD1erx7Un z_d$1$vc#Ofl9!s&Z^KIZ#kL-mAxqXOC#g;xAq2@q!6X_3T`dDmF}G7VDNXcuP0`N{ zl;xKQc@MdIm}@Qwuh-lo5X0_4Vq#6{sZ50uw}C#v_0T%mygNbzME-MqiNc>M@X_G; z-a{&J6dnLJ~MEwugR4qa7DX0)-WB%wp@2)B7 zd?m#Ary)U=1K7As%Xnu#mGzxf0FBI{BvkUcF@1%&RCJNCn;xB4C;?NP);Xuqq~h^i zs<;_*C+byURds6Ghe(k8u6ZNgYlK#+3e_m!wx$7)M>{%c^(Mkm>tLg;wC1sMmU0Xg zX|jqfXrCTPr8WCi#~=;NfWGHz>yc+U$lyF7DMM9&@*sd0DQ~MiPV%An@n{#f^!uj7 zBRRe#9YLJYEk1;rWW=4poR0FO=q2>6Q8h;izE)3*A9o@UOkhwo^x!ygKpuJ5XY7>8 z0HJw>V3-XvvKrJU@PR4d`dgDz9 z58kU;6|u18(K==!^7D}q<%Tq&wY?Lu<_+&66p~O8gORwz*j)1sg(Z@k)+$CA_;0V| z%>tJFsBP_qav`iUM~2>lMK03_Sx~Q1cMT4olvc_k3DE%iDAf52O$l4OEivVA)#^~h zF*`;n>Je>Ep%+wXSe|t!9lSpNZTcz&=uiVr_3TkG7)$5?r^WV+DanKS$14hB8+_3F zwHw$caKqv%qj2UNkHwYkL=upO_WuSzdug*bM^`OE^x#m`-gnAi@6NgD|4p0Fitshx zEVoF({*8CoHJCRL(LCH>eP(lVEI->+#$jn_Y&BUvHQ9NJ=dJ6KKp{r-1YTglP9@V+FTWDj2oM)3*jw$hiRABzYl(@fQ zBX=p4=RLC=8{5IM+R-1Q_2`%*L4>S>ltW9o*e*$Im3L9&))zCfH#PiB@w}>!h5k4ANfQ1+gGQCJ2dXsg{{UDk59-r7NW8;L;69myc zVDtfDP7r9WZ*r8^gvm6uR`$0qTgZ0B=M*s%lbMRF#K-MjnL2ZmR+ODP>W|#}kP|1j z$RiZ-X7aqMd0Sr;9J46alOr!Zi~TD@U@=bRfz~<9-MRCN*b3|qO5umyGsx$=tRmN? z{L(4ryBEzfE+Dbi@xt(NrE#N_IulX&rAIU@sH%8CBt<7RE~uRb8M-dR>AAq1FE?D_ z9K;q$IFOeoNktiulbC-a)yqcFUA0Vl!A`OAM>8Y;xIJhhADsEzW^Y+CrMjedJeo-& zWP-CUcg#LnDQWF+Cx?9C&*Qn9^znvTXQ2=zOd==l#|j}pIpf@s7$0?3+H!lrB$>x> zcZzq5J^EqV&Ek+tMj+3$1?Tp$7`JFIsWU@bxcj>NYsl*Dv;grF<9YeTj*N-)0XE;gD_T;2AoS*PZCwwNk6rZ0E;cHtvz@jiAmYn zWjBsJapRyJ-Pxy%4SItW6nQL(SSzl@Nj8|Ob4&I+pd-0CgS{U84x3B(g>iVqg*yh| zuOxySw%PU}-J=+1n14H>Z=(ES@X{zZ0k~Bdlv_L3RYp{iX;<3m9lH^jg~pFa17;`~ zUDF*x<1ZHi>dVqAWg3WU&~hv~Ngapg_o9}ok}}7Zn01p(_vLKpqw9;r_rUL(a*ElE zSzok4ac@`gu+W4f{!cR7o)Xr>;pr?q4q69-NTh&qHVE+%?DTz*cgCJ3AAqjAuY1GR zX!#&BKFg0KjJv28ad&yaxSE8C{oxhYi}U-xjfxPd;J-xL)BO|Tz&Q{ z53K-=h&ex`0MoUBSBWPQOR%C^Wca<12zGnG`ht=J!rzWLy?BbxCC1UN6-Xa!u|})u z|DNc|Yw*4ji>)spjf1te^uGyQl-jDAlY&Vu!h5EoJX0eq8gwd)YREes9Quxk;3i>j zaw#3CePdK>v5J*4$lPHVuxWyVu&{fU`%GNU1w8uTfYZzF*7LtKW15m^8AR}4uK+;0 zO&n@B#T~aD(&`|*=7Y49P9hmCRzqRnNNUK1L>yFbmZIq0Ytqzf0gKlO6k3uL%Y$KA zfRWZ#u;z|XbQ}%8H7l?XRbFFnTX~t}6!rL1oA#YowEIzdF(j}}NKfNy*4H%mxA==w zS?Lc?G4Bp8%@wNgyb`Ude8a9e1m5LFW!eIU4fBjAK{ zwCNF%%msbz9*ohI&Js|hRS1gSUD#3W0kivlw}pl#w_-bZ@Xacli8w{W z^#`DBX;^%ZN!SYcz=Naec{Zqt3B+2Sy#qL<=KJIf-A@vPI!0|25t}ukQg;q4&BQCH znUsQmdxT^~^A8_#JfTY{Rmi&geR59Q=~b-m&gpBB9p6>SS&qo+nBLTnUp_s18_;a( zp4QX>^bPKTX!HO=s7Mg6I0iyMf6FVV{cz9I1S;4#IhG>F>a*@U)00o8!S|NjEAN4h zw8s7%_1-d_ytUxXL$I(*swhI+hb)_!`DNs1_zC|(KP??14#_r-RsjiRX2u+?%-WcDsGNNUub^aFp<&rLpve^JN(Q z60npT@yBSH-)(ZrWTx*A@?Ip2%7$I zR*^zMrynlIS=Akgp__72en;2LztxHJqf9OjKf1!j4AeuMkI9`PI*yh)jC1a*jB-Ly zB?qvQpIy@b1I3c@EJTViG+{J8Wqao$7kCvfquHpEftS}KED|;iSNfBFd};oT`9CTD zveqJ%`Ik8tWFR&Gh0>nE2M!0i7CH`|$lNNaA&s*2!|TnYvbWvW66r@i(9i~vJPC_@ z>{WUBz4sz9W{qJvNv}N+g38b;Iuxq5YT|^v-KFw=G9@Z(GQ?1s1pC~GH-go)dwJ*N zLF3>38|k9=ss1M68lP<`KZ7d6#~x6V7~Ldxz!Tw#?k}zwhXmuuJqF5OoF1L zN3VtNO#S93a<2Ui4EP##%Xe1xl%(S+fJ<@{yf22ip%QD?@JomrJTWz2JonHJ9_al5 zJ^n*OG|{1$&S@cpaFDN})?5(WGWR=P@mg_xii>nh%Zw1#mdrcQHk}3ec&6YNaN#^4 zz)a$R1|2`lbri-Gz6{q?$PBF|wRwGJDxm2|V@$=tx z&_qzI!9(${ChbQxNqJU;t4oYNX2>k^HnKm-FqMzY&YcdZgjy<$X!^PFFIzD$)>}qt zvH^ZWS35r8jL-8o8ofgE1Ip6g!>XV^UZM!`YuwoI^zkz@F&8!rRsv(PGJV=({71H2 z%+Elt$aD9{ec$Qwl`|ecvmC0rHiQus%jc&OlgewV!G?^^fuh0@4;Xchh;Rvhl0#A) zW8DR}&0;Hj;BOG>cs6DbjrCY$Hh1-*c5}2W{22Ta7gH<#;K77TbE~~Mmz!Tr3FKm1 z`v=TNw(t!PbjuEAjaw&nRNz^Af3#T!Ty5mqpsv)%XCgb{XGjOyMbC-ABJNi))(0dX z*4(|jkyh-mQMnF3OQPY{SkE>#;wyi+`#7W?Y&5K1TIQ%KOpyZUb4>h#(Un^ak{}3U&Ml2>XPp3=ojH_=Dny{l0vIeASx!{pBno3`+oPCM4Fs!kUj3 zkr2D1LK!NXbDjfYZ-5mt@6<3AQ975y8N@+8=aTOrRE4sIrgkD+1}*jcliQNQc=gDV zEAB2})J@Hp9p)PkR&_5Rz99FX&0rOVN2}h75upM9y74YB!%(U8oUgo)gRXQ#>Dc>h zlAX>fd4e{HsFw~jE|;XLnWDqTr1{*b%I?NgIGSJO3b0PX{^ibiD50mcMYAdi)RG}_ z*RPYZ-7Qj|Nb^^LG7_a@nb&H=j4aY<1tTU|cDGieaqX$A0ErF(etJlhne6JW=HMMB z`up!ak8a` zN6XUmV_nUNUn5#x9#?n3<8C(Z&RCH#^r$yjM2;Qb=Qx@C--@|&sOLNxUWU15bd%rN zo2PBlOu?*}wq+jq1Jd9K*AmG1mzS*LlzQjCt#7TYZv{uhK6en;!hL?5+7U`Lw&@eD zt7BV$K^ZS(eCCA#sR23L|GLEjZkwgx#x6PPZW(D6cXQ*~lHeyO{e0iLDO#Ba>RYxa zN`jY82cky0DgHg134jY~b#HrXFs`e1uiH_xIG(7Qm-7w#Z?G{Bo*h0K4t zM47-!56QY9#IZW2boyn(UwTbDo(bIR&mzI&vzRE?P@RTfDttRGNX9$nx>Ltvmvu)X zJo3F@HM!ihjG&7@O&Ul-QQf8J@gL*V`g5%6#`6++SPERKV(U%W8Zuam$ki%RR?Osug+<;S+e@>J_S}F#~ zrIn6f9c7!>nN@Xni<3GNJg>bi(oFynXuQnHMTHXRH0Bx^obysXVQ+7hk|D!eOCI^6 zx-O%`%7(9{Lh?pf`n)~MKWWL74i^uEwtNPj|0pQnMF%9tsQC_6bWx~T=HpSJHkh4L z!;s3!#GGu=gel!VSk4)!vG5r1e!JAXjf#_8{=7hX_>E2oH9LJ9*(4uS3+Y6NdSrGO zRC%c*9N@Ob;jGtlMF{TtZW)oPTLr(=bypsFLrz2~QyPH2%Vp!~w%fOXzfCx!E@z}V zXA9iLux~IGK#w*|S$w=-TowVCh0J$@P)AF#%N}y{r~-#;!7xgqaTMTp7EsG~Kk|EH z=G9n_41ffG&WB#3*RJdHkzkZI)y#bu20QTK|6&PE}V#tf)>P zp(ro+ii;0)O@ny4=b{go?l z8MIZKSU&v%`Bvog^U947>5s4QhZ>L8^((S4w47pSO#S79^}`J_zyFp-j7;Sv%U7iA zWI!&{ZcaPHh2iqoRFCEEH>7JiuGE&~b44|3k;USlK`&sOjvm(9mKV%Am>Ua-SfmD> zFedCiExWey9!6YqkD>JGRIC7mUh-MtHvfjXS~0@bTE769sfSg%yJ)#!Yu;UW=U$ZE zH2@`M=sF(I*@5Ldtc+i4ngLTj&w1XbMNAWo=sN5|(w;?XwcAxmVv|$x0YT#bArFa| zGLS=ZWcA;`*JV=J>$A6vY|7Q4)5VmfJtS$>JZiCz{$DbvjHh&UNQZB2#xh)P`?qkDmHmX({M0uxbGQO%q`C`EPf(nnj^ap@{DA|g$Kjj*&oxl}} z2OTStT4CeifKcQA81o_+<+ff>XRp!HnOP2T*>+oC(13|_C0#Ot#$P8lZ+g!4l@D&5 zb6T~AWBbLb*qax};qu2kr;6A*lB|A&@4vxmCPnR5+CM`qnG@jM%G(JC(vU7tF&Ilc zq~wk?ZhXjy(~!U9mzRg`K1T`H&k0zkRF`l-R#ZJ{;Y<}-b|yz$ri5f)BDw03BzK7P zhf9uYq3?_GH{iUA(R}lNhNtc%Tt|@l?Kd`xdg{nW6T^I9>c5wFq-2hl8wjf>q)q2;hf#?jNrTW|tF6gY zxc0III17@?TyoOhF4?x()Ouxp+r!iY2iK7a#(l_p2_L>Jje@|=u?2qBBn$adwur%p zX>`qgP$5u;7sYhac`+AS)aiaSB+* zI4oQbmmoS6*as*r8Mah$Q@8l(Na)XzlTd~jay9sHlpYF_!petXka43^;&z`&3kG}nSi)D>V z0aOyJ?P^DP3ymGI?fo{$%>h;zpS!t_Xsl5B7srI+hqecfBL1oj$L9|7)tGFWw;ETJ z^}M5#&{wjmx8`hr+P{ja4l1X;nexh7cZvA!iU>a`4J{~+qIPXN<(K8FD~m;E4$ZZK z%f=*>^|R&0H+Z8Au!IQqdnUNVpnS>pD|Y9hW+cF&c5&bgcn^Zw{qwMTr&O(r{$&M_ z9tMN1EY&P)nezxy$gM=aI0k_!rB@*v zDg6gscXJEehCSVsO_QlJ01{jqW|#*BQhAK-XO#GROrEk;~HQ~bi9!}eGduB4@p`Y!gXe4fexG6PPm6GrQ%CiZ z$YOtc&M-9VwqsV$I;CkjNKAQ3(K%Y3Yxe&F8-6Kz*>P$FtWwaog(>kh_cw&{je_znFV{=h$uq_ z2#W#(#Kn5<4bX5GXM?@IFb9ovY}d-Wdk81b_lq639%&TbJD^?TNcw;$X>zwdrA|~60#c93B%k%)aivjt zxJHul`I@joGj$ipBA>`iXp`gHG#KQRybdP64R zS{6*-6=1(u-zKAckjRM_I7ae|ZsG`&QGS;_@=(T4ls3da;zJ6#^0_6MOY1rBBM~!U|0gTSK>e0}O@}sB= z&7E@Wb9_L@P)E@U!_6JaJki34cr~Gl_`V(gdF`|i3?7Cl758U}>nyq;j}442|IuyoTT6Fh-%&>17J+;Nh~dO+ODZI^ z@6ZUY#ZFxs7CFxIbOyqYT2tlv+vy=*+V~|I<7Zy|FBH&n(LCQjiKJ-dPe{Ud4aEIJ zs_0ZZ)z_>;7=(WvpPTHaia+Iau#E<51CCh!Ds&}+-fxYPX=M4fgc>byWsKM_YOPqU z?|=pUo9Du6b_8Ii4d_e*uHFHw=omGM7t)Enw%6++5_VSvl`!qlsv}2tXu$E+hb^1r zYMwsu?;Y03u*7z0p&0r`?=ygC&d6Fm$#PzNmB9$}R!s<~<-h#lcEv|QzQA+hxy#Tc zJL=EivQ&&e;6FQkys~0&olmpfDVDm<)Gxw~W|yi}WF+XSE!R7tlKUIOXeL9|7Fw~a z*YhMurNOHoz83^K$K4qHaT={F(=VKacIBqACYr*0(LX&$7!03lE(isf0fZ5bAql!08g$2Ly+9-Xo-e z#j}u+i=&px()volxvOd7z|GQ|52uRY+di{;thoZ+H&7Gg+Uq@kq-^Qg1!4{k-20G!f7kfQ2@jf;YB@JjTePsUzycKdwJ?8`Qxf`+kp#7_- zxL(ltb`9m9SX=jg4<6tq<7)dJ!KogYXe+dxLy&MifN0ycZJS@)wr$(CZQHhO+qP}H zd;Yh4yV=YlRjE`K+1{IzbG)!~%ILB$7|*4mzdfBnSm5WgLbyA47ux+8eH|Bd9{Z7P>1Uep>m_ie9uvY-#HaF4CLn!9f1AhkC3x;V>gK{B;EU0{jKE$ z;WFzPRZa6rc?kcy_|-`aGQbhPCojh{h(Pcxkuft?wo;IuH7>V zR@bwPIMXZS`#(ewZFJNU3Ur!PP?c3a8gZ!142V+jp9xb)eW$ytLJ{ImGhp*1t~cGO zMI8-Hd}BmWvHLZMG`t(yiBjnTFo}IquSF3O?g!x>C?s1}Texg7E3~7c&+LCHdBcj5fd?b5bPj zzT>uHnrxkEUwt6V!d`9yq3A}(iJV%xMMp>T+xsPuWIN5dwWnXp5_gQ$lTQ{dqNy-= zcnU`KgKqoWSJI+Ci1nH2W+u9~@c&T)0K+I4n=?-X8=Yuy1`oHX8w`E?*8PV{Q0#tg zFF7w;En1PZh^wotMzlrTb;(?(Ct1}?b2#*AO1%?qaW z8M|Loi3k0X(Y{lQ9^?0s>?k0!FVI=GDh zU)Bh0?(MVIBBHcS#YGplPtO;}C8*T<-ra@fIlI!u|F+hp!N*4G+@y+7ZDBs2>BkX0 zLL$1ysmJ!OQC!p2(+iM*3Pu7)LrS8r#$?W338>yWbV7MgEFxH!A`;3#-0KF;c3}*q z5xK$0yKWa$7&crNQ)h4UdtS7m3O-b&ou9mX3WBU|7DhdDBt57^q|sL>zI;un*3%K3E?Sbmr>SQAU9Ij z;t`;ZQWeHy`?!oE=sMlqDPIRCpZa|Y{NUNT;!{p51H1;Jb6?U_9y7Wx+&@&$3u+DGg78`o0> zntjva7vPv>PKP3g!1vDG2WSSf^jO@|mO_JuvI@+qrB1okHifs`W3)-vvNbJM+=MX_c=IExLQ&-@ITFbvVg z!&ZBKKB#Y&FBTFP#7ukb{lUXiCfe5ZU<6$PqP_1o5{|Nj3YA`E!ecY=_!T~Pgr3kK zK9b$3pmpLDES{+fauupSk%~gkW9CvpxfgKGejG?B#Wzemkqj2UlxDq(zDM&}t$n61 za66aAQ{WE|Efk~EArf-Opy8K^rDIxC|9-(*h#CERSGD}#mv4#a@FD_P723`^7>ce` z*EZo4+kdeuq;S-`6G0@TFgZM(2^wtK+CbE@MWH(U85LI#;KH$&$6yg|6#a;W6qR+$ zSQ>IA5Ehrih4CYxD}FoULp@PD%+mkDr`ge84jeEtS(5(5b`P zP=j}}?HmQWiTd}_zEhpn`C?+vQ|=@2^-FO$5xBjaim>SS3{%|it7Y)e$Tl2`7N`TH zFi%^0zq{d5=_AK{Q~op+{r)mJ7|V>l@c-<)y)#H1@%>kNWUUe=&~`%eq#IIN+xKsm z3#yyH_Z28zGIuM9)C!|t7sD5$?eQD@n_$}W$DnRe{z{+a0lHDv9blZ4dAg8~m*iZB zh^5hJUs$oeJj6~u|qsWsq3 z2%0unNa%IGZ0&61UF4#z?YA*?oUe3pN@CNDJ;KB3RgPlL2v|@$`SP*dACr$t&<&68 z(7d8ECnpWqFlxt4UUpB$6P{(z^lyFX2VTMyP}xY2K`1NLFT@W*oaUF_{FI((kurAa(*zx?ANqqE!jB5fyWYacrp8&@bFGOH&EPR(IKCE_~&d#HP*M30rgDXGDMZALDlyq$EDO z7SE~VgW;e^<|USogi_!ugDdGQqpioEm!MBLw1qCu6>c?xOCqCxhto8MZFR{NM;5%wE$exmB^_<>`h>wXnY!;qqocoLSP*gBp-!*~xErb)pI4}NA0(fOn(vb)E^=X%{k)w>Oqa8I5;iUff5ygYF>)sL)sOn@C*t= zwk5S6{LmxISkGR{RmU($tk~_y3DBf{+$=0cmBI^ZpvDXD`60MA$;o98H*h6IeES+g0=hEkP~{j6efJ=q8Z}Zf4)bL9 zRu2JbDTqi9KA9<Lm&8Os2ceVb)$(_aL^QgC{SrjwGxV0tW2h| zVnZu?g?Pc~jW5keRJ}01vQjmxy)Yl|EbjsyTeloSBK;=ffV7aJQBM|v|y3u7jF zW+r7BWj!VaMh*rhMiym824+Sk4m}n&JvI(z7It<$Ha&I*b{2NF|Mf;aYXd_QYbQEq z3sawT6L}n~=2|l_jP0GB9b7Os$lF^ufgo5U5<-4^NVtIg+grTt9ijUD*%@B5y-J_I z?Uk3+r{_;qwU@Zs+FLn+07(D;4$J@mKmY^qzUKW0_Kpw!bM+@Z@O^dZ0|4-@_eY-2 zuMTidkNykx#^=-Rr}Jrd|Cf{Tjh*;69sWDU`gde*Kmm~6xBZ?qZ;t}-PH*>DN`(Z* z|B&YF7iLK$0MOWH`!omYCj|oz03r65)pyp@?(Y``_W1Ysr?&&eg7o*_Wroz@->d(h zlh{1~!1W*JyM`6zjfU7a%|=*eklft_U8$MT;12t|3A$D>5V?9^Av7L7131xLJ^ddpVA# znBbHJ{DnQ=GH=cbZ%F6m+c^qq41LI{=d>VKf#{S~Wj+P`@SmiX|u2HoDlu`UmWV@dId2qxA z6&h3XU%BPBFc&@T_#2U1!+&)r)Zt4+m5=>kkgkCR6NV1!FHMLZ#2dOS6CVgk*J3;u zw^K?6Piht6g$OcIZOrY<4O5z-rE^TqoLd++IzgjUSIeK z$L8ijj7YtI>SkF@VXPC&irhUqs@5$aYE$sF0_vUJF#`i>#=7B_(GyJc856HGLZM!wLE|M0VMLhs zVA@L6wib<`;o*Rc3vmt}XR{HS6F;Xqrf||JmwXRcx2TNh9ngfGQQWdFU&Ih+BH z82@-ix@>5Vz$mk8l<)Lg{&|IT_29-zgZ;MvLa9vx9%k7ds8o4px?C|ry%$E4gCqL3 zz9yw#$;DBxz}{>8MUxZag5Pk=;#<07BhR*)nAtB=`Y!N#&N?V1tkw=78d*bw45St- zgy=u8wj|x*2S|1;_L2D*!MQ__ml%A9){QHl4!r{%TkJV?QpW%)n>w1mELad zOZSN8!cRxvd9j}MFqO_HI_bQ_a75c})A!-v!g}tZp7%~e%Iw!}=qak}xpQh_nI1{F zcA{KzKSBy@_4&rCF-yR+z4%swdmGx$U$yMorgQ}#sG%zFloeyMS4{RMnzJJV8K10? z02qq5oX*DlQH)_eq;~{(kc6+~_!x{!mMOv#imK_!@3n^Ty`Q|Ngk7LDF$RvZfv5lC zyWjpuj7{1QY>~ci!`QYB;Jp`3Pv<`jsyJTjYE3p!{;)=&xh0ofV4OvIRWG;+MfirJ z&uKONIzu2sR@RF5&ZkYa>qNudkiZhcNA}EAw0F_>aF)>J%Vg=HRxpFy z@+Jk3&L`}KW3Fxm!fLA@h#B{rPuFcw*n3j!4^HtS6kw(^=)0UCq`~_qNV1-Y!f%l4 zC=m4iZe>s+(+G^~!!uUI`We`g3q0f?_2cQ zDXQGok*fX-+>tYe39{HiedD}tjkv8HaUsq(`L?;NkmG`SVY*zt)XrMYbS;F5j(XcZ zs|O+yrud-?8zje&QVj!X&yIoXL#ZnI`Gq>T)nb#oJ^joux{z-_?^657%81+0bb5ai z>Tk~{h;nJs+w;JXJBhbx3dk>9DNliraHecCt8j=yuygk#f@oiy7Fp755nxs}F+9Eg zdLxvvkk^3f$--5IIh#3!MW(#}O4~%pF z+hSE}!D%Xhe}0j+j?156o^ zDvSAUyL6?6($Ld_fK3M=d0^Ws0%l+*i)*I8atQJn1g=*@S2&i0kACZv8(gfWX4kfI zT+-)M1J}Z_7uo4)=N{V|r6h)wmMDYr zm+!Pw{ockYoG^L&WzaQ?*MfErMQrI;g^6QXLOdt<*s12@{AuWu@$ELuL|!8v1ArP* zXgylr{wpnnH203jzPWuTkZtW+^P!*N>v+5)F{#w(sG+TC8$h&U?cOGLT|IWBJcV=$ z1N8hn{xKL-q^a}YI%VJ+=odRM?0R$)zWTZ}b zL5ib0`M?XwcarAfON}5}Xy6_{4lzci^AgSj)65kI$4@?vXcD}oUa@`)wniPT_gS4* z3EKRl>7^W%MpTDducYcH_AJF>g|zttUhr|mqtCYtz|*`q2>e#CoAj^uy@Oq3wJ!97 z_)dm=NqhOu!rxoU(wN4H7W*#~)c26E;=&xej2ty~1iEsPIe8)e8H_~R@n?<=jMci< znz*>!^3s0xO0UFos8YgZSp;{JPw~d%eyQBTS|gs)OW%H5AQ|SjfWfa4Jr9jP-rQ4w zV}dgv0nHdi>t)uoC&ryi!mICYtNy%5kp2tU3|1LZcZ8|b+h&-elLg(=hJ4p58l0-j zNqx|c`pE#@an!pb7$%ulZXWVYgg?W=^-^@)^wCuLgn~YDgpe zi~vP}<229StK73QL5!HNi#g;6=%xA<1~Sto z;OmXBl$i7b22Ya?;Y7F~he;~26G`&6fy*&TQ z%~!X8k9~?RGp+ebqpr2$EC?Fqcudx{NgI;Lbc9s0>$Gziw6Ma`A|i)f*MDd}N0l5# z#p~3E_Y>m__6ZNH^z)k$V%>g?2S(f5SU$3Y50gye@wZ;pv$6I0?)UMUv3z3xMw&=L zrTW+G3XguaHicIAF~bSuNKr|wi#Cw3T68@B3NlZdSF2HvfRGnzM8hJCf!OQ|Itfr* zQ^2V1k-cw}o(#w6k>cVIWd{Z6G~w&-9E+Pl!^}sG-oV!~{A_ax#D}GFT-7L+h@95U zuw_3nBT$8D^b$S@m%l0F)!d1vEdOB0*bPoeGwj8s{usEWYL>4T}cM;H#R!o?(Ly%(y z$>5Y}p(i4E5fICINNXoMn0}IU8_;ja*5{+x04!4k58=V}d9)C4yY|&@N&#h1+X}oE zju1W_0vf|=)e?}>+l}iBLJ^8!U*G}n z>cp$$>xu0r%?khMq1W3h(NrF}mV?kmHgR`CRFT~#;m(l>+?l_WCY&?yYj)P*pQJyy zA<0)2E9TOcgxTd@hp)A3@w2=CJtbm5QjxS%C#piCo@H>m zdU+&8gv3h@(3MzJd2;}Rm(QuPcEH<%D&?~#iBJ3&OpsG$@VQ`$hT#B*Ms0XYf+$)( zp;;xqm#e^KK@f8AK>Q7Bu5dWc^Y$-joIZybwYDa0d+M$muiDgDr!Lc_>z=${(mTC2 zsRoG^O5{ zU!AdBe)qn7Qj|Bw7Mc)a_-#o?+-rp75j4SYd+v&{?_?Na?1|YD%WDiMN$`f+#*vm) ziII*aD|n=6Al25MMOf zP4RxX?|02Tf9g{R19aV%GPVXar|-!L7n2@YPLEuO_)U5D6y!1!+F~eFZ6o=((gZN9 z0sfMRwaWM^&f{C{)r@n(q_(49k9xN|u~3>SeiRIlXzR+4pUnaP+`+Ltv!g^1otTYc z4oZnZjmWp|nhzW|Grg}NBa!&bEmyPmAqz=N2)dR(21KIce@%2+Vmz&2ORp^A@1@un z#CXxB8>Pg-_yYaZW5zJ#4Mxlh@JGWccq1d;;OkZ|SWJF@0@Xsb%-Kq9!u*vugy{7J z9Mj@>8X$@WDiGZT(>6M82NB7*Ex2W3pls$K*LZYz>@C2iCsc7P>zRr1b)499p@Bnb zX@V(SK9l@EES?jr&Fs=s=s7=*U%H3HO(NFxYULoXysvKCpOu~-%?RdrmDZb-kW%aO zh*UzUcybdHG!KHzMw&12%2l%dHJ?;EkSG?86YOY-z+Kux`J(aL9#)WM2$Kkv!NXUZZ{b$y^uk1f0 zC(P2$j%z1?mv$$XOcR#$q-5MS@|0wI;-p{`so@U~*sM9>7g*MdYhSf65|W$S^ye7G z#@tGfMjw1pRt<-_rh|2M)>p4&6N3Xn&4^IB>v4+kDHWh5w}^3)UKvI^TNRRf;LLry z;g3`wbZ}nOFJjv*7ZAA7v)H)HJ~q}a=Wi)d3Yb4XRcWOk<-Z<*X82_Cy_PDz#(SdS zKbo5}@&#YS%d3>{yV3$Jj+`LCi8|;@(-xrY>pWjjqa)#%AL&Nb&dTMPml1XsgHbKNs9T-50mM;G} z3do+z7dyFZ<=jFC$)XFjzGJ!^V4iO1wp3ef>S|pFdw4m`p!Ah>0lTUW;mrMmimov( zN7lU2Iyp7LeatoVpuJAS)I01!bGsZlrmZq$=zu;Q-8(R^Zpb6Q-5~m}U~l`L`Rox2 zAqx;&1hz(DmHk!ouh+clXzMxknog)bF*Q(ky0aw4^o1pbq80b1z5NL0{0u!Xs3BzQ%G-6}G~5 zmaZWaZR~tDqICg>=C&Byh$FKR%{PDZ ze6wnKU*cv^W^^T;H#ap8LC6aTBgSl7K|?Dm!Sk_wpTW({0ZWiKUTVWJw}>av;gdmB zkHZ>JHLdYELE!J!&93HcQ8addOzJa_k4#_V8;j{!x+mZejBa{r!dj+c@wrbOOIT@R zA8$Prfob~|)f!@JvG7|_Wi6jbtJY(<2)GVB?!|T}oqAmBc=tqi{^g(=$8@k}=h;UI zh5t;Qt(#v5v>FyI7@MWj!djF`KMR_i)*Hd)!W&hQf?yl5G`QXp$s2KNUZ#Ih6XE+| z(XVLRL#bs9+niur-QQt(rBH+!z%5iR%v;?e>wY6#wQcUELAFYh%ol<%KM;pQ)3CO_STV_Z-0Iy6euZxdmu*^byakL>KWY52SY0Pk3-I0vvbb;s7>$lJB6;#H`f z8@2tm7raBMI#?omW~X>+L~gd^C(-6_21FFH`2pmD^H|cdpUl^~Um3*fg52)dsUGbDsw6&}omUjorWNNfmF{I+c>Z{|+4bW_hY@Q- zlBGj&VR6XB0abnC*I~$S5vDQQt2!wdrzN-H_AXc)?u<@{ipT&T%;e9Rk*hi1E6NQ* zGQ-F4q0g-p{d|OIqzf*CO9aj?pUGp?s%vmT%%1C5uif32CnTll77YP)$$|j|;kb4J zC9EL~W!r_8GG=_oH2)h?V^r9;iNHet8Q+PyZ7tE0n%iE?`K-b$yK_7(O5@MIu07;l z@wWVK@9#x7cbe>23N5kT^N!!U5^E~>+Mxlt%KDl-wr!3=p4|~qWsZ^~koJt$PZGI{ zmASq8c2s}oq(UiECuCSUC8{lT~@tg;xqy z!lxZ~J}DXK5G#)HQQ+;i{z~J%7+-yt?OL|tVfc2uE*dP&z~2G*+!89BX2>>Vyk9O_QE$RFrD(PH z_5wS&ClQHN^$TunbeXXwFo4Rh$a7*&k}yRGUSsUz3X|)Szc$-y6sJD!n*1&hn?Bfe z+Ym4!w_y#PP!OY#d4~x553*`S{llH^(vQ#G956vWT{IjOj5O5AQ2UlC1Ba0iX{r_EvFQ+)gOJjjR(llez^KgIy$oJmqYCtUug^0_1;uZzr^AY*wC7zkp zw$i$W+}Y*dpMK@Rc>_|**3jUrcxm+6f8Gcy&1}ESgU=4=k(>ZTP^ksJTdfbbGR>zp zvcGGh9I&0B&G%Nt&7G8>k;F6+le5M!2Ej#zJRd2!$Y}l@NocEKWm$r!;~KkqFx)-4 z;>%UNxNG28N`*v!75;c(JOCeB%9GY2C)~-Ja8ldJDEXO68<#y2!ohxj6Z&`F4+gnl zoi?_Xt3MsC=2})9wC&bv z;HsQA-4R25Q+U}R8`G;esuvaQ)w<9I0Kod6I8NK9`4Y??d=F`@`zT5*gP3XB5R0O2 ziZ9)4cSA#!xhjzmdN${2L0jD(Y##TspX;shfi?GS#OLpb1YGjffnH(L21;?8@pDa9L%qCvSivDcuKU zOWw>eH5+F=4cFWCD^tgWf)XT!^6t%L5C11HlT{!v*i!srf|c=uV)>e2ykgz}&94QK z;PE|64sb!4i(v~Wo&BMl7bNMZA(ExNNr|!hdI(Ap2uIG)Ljs6n-Ah7)n}FKf-iYxg zpGCT#q<9BSt|h6e_bV|Y1jOT+vQmn;fOHLoOcR<0K@Pk1sh09o=KwgLGL{nT^ zBoE*elygFPsc7!r#3x}8$YFh!n-hwO#dRmhT8(^gN)w+MI9jb!t&2>yJjAx#P4m@R zFXTpeq5VQPto+X|!Swa`q`srqog72c6>Y!|;GxScY@?)j(jO0d6M_0+USdu=ETcv- z=TqHTv@r>9c^W^xtHN~YO^G5CbzhE%iMx+kw~H;|kjMn+@c03f-^tKiOTKCzhL>|b zyZr@4E#Y`q%ES+Rc?rveTLlC95?a@E{$L z)x#d=5ia()WA1Gm62((u%hzd9CpFp@ulfk(2A`@=%s2WXsXM21c#?%{iJ~{k=4833(^_^77(|>Gn zMV_)f0g!MRnna;no0K-$SgY{tC-ETK3aw%vS(v{-*0A6QBqOKrY5;7#V_Xpa1(rXm zqb6y|x-UGSqbcRrg&MsA$YvCvxFEfuqg<0q+({?m9j6M(L=)L}H#DQ2yOCzDq1Vl^ zPa<*WMEEr9@-Q4Dl@kOWApcI!kK$2hqPiM$6OP=!>KO2G!_@WBe_qHyUN1;&jpep}`3e?`FKLj@5R$jqstGnvS3{sYkk)fl4zUYHaWaN#j zrsOI(MH*@~ThA`@prsaHX{ytaODq?upFu=qrUb$Bcuc`H*FsJ%PG{^vg1 zpND<1y}#+gw;{^NgTJg4o+#@Ccgz*to0%6NaSPpho_D;aHA%C=5?s^7uv>zn^ChB7 zD?B9j7U#^?+z^;2!XmVx)eyD<3V7hs!V?^!`xMhD^MB^X4l=v+nKek{17ZvEq`&K# z(Nw?JR_I}WMlDf7X-!W|r)~yl`faq>xY-P?t#l&oEONx-f*|XkHGHqpS;xjM*GzH} z4-6qi6y?eoeSezpM`I0h>J6oL48q3)1Tk%Y4ohwMI{FbAKXY(FWjgzuHI=u#uradg zgwX^3G*Fo3?*(ORM4Ovo%P}sK`|-aXhnaK7gBCMLtc~Mi3jY`p5=*<8 z8Km>#VsqjvOropwVN|&K7w3g|%gE_jrLXofIT#Fm?w%xaB@tDf7@&FQCYT0yYg-p! zRMI%sdQtlhpK3VGpq|X*!rsxC=s~B(yNH5div=U&w-2fym#%9>{a7O@l59`4_XJKA zLr3g^Pc`bE!o$09mN{Pw`MOSz=EU z1}_X=IY)*_zO?U*(G-=n!d^zGeoTYE3dxo#l(6|kRaGWOxn;hKxzgTy83^4ZT!_Fp zPdQ)mkN;fjhhfJs@lp$|+ee1@>~TG0>r1aBxo2^XkH?fjsWjqhqnjr%0L@fV!wR?H=S-}< zA4I5iX{{VltjU2*;-b7`sZB5kd_x-~C`KY|#cMaWgS=u~J@EuuYKff|q~-00zKxFP zn+s5lG6O7;00vc|MgxF9@c*Bx@<{QoW~l@K82@jW{@+toObj;v52^C*FtR7>Uv2#w zZnfdcSZ^h7wb_~&c4ca?+4^tB+q7r5rgq1{H+$K6)$93kxx&{~rKy;R1po;E5dR-V zg#a+mclbe`|2NYAhw+_P_lG?0_XGv}A4%o+!6yg=^plr)=O_4O_si$>{KquSXYk#2 z`krV1x2C)MHzN6maqagC2r&7_lXj0k1U>-7|I2v82L}`Slh-}YR|^RYi12H4=BJGg z2GjpH7V~HEOpoxl=Kj@o|A&gk4Z!eM=X$6YB;X5>FNF?Z{`#@T41M1RbnX}Phg=Nw zXZQCPrz@d2@W);>U^no$gADK=`^Epa_16anqlq5+o98m#$p8Vs34rs+_kn=~aP7Cf z1OM!o9VslMoe_V8P6%8uX{RA5$EAfVh-S)h_m}hnCjXDo8*mv|7XWLmfl9y!(k>)l zAqO|Bmg2?b%x|Evcm;aLUIy3GcG@GK^4K;+VPx0#c>32f)0Ms_=u^T9t45HZV^e_CIM}GfANaLG3oTuJ`wHL?q)CDCx z84}0e8;I$<@4j)>$_~47DBQTdRSZxC*ya=?QhW%VD(zy)JeGGsW`lS#&Bodx7Vz~e z33YgBd1r)gd_!$MR7`xYnXU#5G@TNIcVI==BB=k!%d zWhuL1m}vUo6TIs7_oaa1Y}G9}5b0!)r7wu2GkkLZg*l*$+fwn$ylB7_uEoKh@|fq4 zIgrh6-ViEZyRF!)k0b@nm#%JmCY^)CdW$I~qy}?w0F7E#&I_3!iBVc?!Y1g~UygWb z?gxc5YZX{l#+d3-B^n2EA_F%)VReche3`o+VU%Y#u&p!MCh&~CAbekMnl2rfd5xH) zh6-0ueW>Z=B1WLaakU&zzte|4`phnSYx1?A5IxwB5b#80NyY!e6!XC)-ZVn>pLn_F z`VHt2fV?0*W~GbCdq>-S4fZnA&FHaN}vHo`ToU|_J| zhpkj(d43Dm?SbJtLUBze$J@l7^GwB>u{zw0^0ER%nk3D4U62!Yw4QD)`6!in+66Ao z=++!7BSSs@nM9Y#;6FA(L+{niy89>}xh+|r#O2GRvvGrm?iH3N`;62Sz395M0ql>4 z>*j6$@KZf<0n7Q^wC!IG;LFCTl?Po@4diGTnfLxPMw(#}sQ9)?xHy?*4H0nr?CFb- z9$x&b8Ydt;B*&^+cVL5st#OL?t90v)+V_tS6&oH1bJTeQ+r}(|!MM*2gG-a8et-Ti zsSBwjm-hjVz4K-}V8gYMeAmc)thz9k1&tfnu~)+AZR*QTkFUpXXoK?{>~-E#Q-;q@ zS*l_Ze<3&stb-)sFL*NPJOkUpN6LFx?8Ug3l?r7NYn0>}(TQimDC%JwXlEbHsiW6a zrCyr#W$Sf3v<%y|sNJLxG0T@z90i@rMkl~e@9a&t`~Iv-H9VDglq9kAM_e`#+7)EM zhV^X57Qzv=?*oxH-wqLPYo<3;lk-Q8yOeo+1w*0PrntsY6jDLaq9sUKv7C322y zJzU%sULFGE^B*Z-BJM6JLrdjT%xL2D5b8%b_LXP|SHJBPsDo%<^B2an62lE*?Vyg= zke5ff&(N!SQh(cRE=ov~CLIF2kKQ+Zju40;v(j|Tla*1UO*uK2)Kt?@jK;jc?v(?bsb(*Fyt|o>v%YQXFBWtejfLZ`hXB!} z$76l2Oh&;q1J*_8AW7|UJ!rk0d!Sdyn*?*0y+gt}X#YjSsV*&p->zH5>W#{tF~^H7 zWNg{k2|Mi$86i86YwIA)sr3l#7M7@_n4BGD&#$)D<4tpt7C% zwZ=uQsC9EJjrYP0%8kda#Jdc`AKQ1uMHxQr*3h2XRrlxCEqN2S*gfGD9v$#?L-n1X z7gP;mu^5ekw#Vp6T1L0PMq^RGIy_DfjR-L$THACt77f(+U&7f6 zWjVrLXljo&P5h2d|N6A|Edt_4i zj&!i8o=#WnSM0dYkbPqw*0ES&r?dXKJNCATubc7R3TriNm?$1KYGTl%m@PfKA)^UF zA>6o5>xTpyG!!*?tha}LHkNFbq1+PU7~iKryiny`WNZoAH zIM`~vWtaBIZiRZE8acxAiYO|UtN#hlk`ia$7gyX>P5(@hXc|8MQQq)p}r;HK!wr|ss*n^`y`fy(~jw-7>$jO z>2Eu3oc=6yw{y^|TaQz}p!{w`fEm=}`HBiqRGz3n{-qilLB%noIoXU_-!D!tv1={> z1$jC-)bbI3_(`Jz)ZPb%Gf-xwfMn;bT-r5JF1yx&J#1yqu3(}#7OA-|q~Y9_W|~8% z16MeL`f(LP%C>Y@4g8wa+hKDcr%5`JMuYVou3c~3)BxITS~L`;;I)Tb2ORVYn{Z{! z&(GS{NyeJXe#p2*m10C62MkJGuAEc4eHYGrnX=f#_$8%KpP0`jL-6Msj{&H=kz-V= zh@lUf(y5hcPQU&34y-w2=+?MV23iz-X#|3Ag?TcY1Gn&(5?%ge_U-eeg0?D62;_>r zFt33bsdO1(O<|%7ST2eJ1@EtqA-Zz2|9haAon;UCc@nM+ppI)(GSw>(=ce#{C`~1q zCuu(kE?$=_I8yDe3ia`8s1Ruc0QycDn-;Z{@q4|>VWuJMiJ!=w%%P`fdO}sct;Ihwu||+x-p@UjUWkCS+50r08v)v^c;^RV37^kIk`f zQv82D`BMuWQJ_BdB-F1QE%9ciNYj>y^!}57?iJ1R`#1?#hLB6o*S4Ns9)s)v=ziIj z=OI+0{*e8By2lTj^oX3E+%;p00pcGuwr0Qe49kU8!8r+8#g=F7N0?45UdW>xzvNLs%-j-V^iEEvB z(Zdw1J#H+rFgToXQ|2?>DK$9uObEU+aDrY1Z6fS%1q~9)-m^YC;G%LjLpAsk*p)lU z$u%^RR;(H)9<*;N zze$@*%-mR%V;i29qpZQ@Q}!pa7kmJD+F?&7K~)fl#q2P++*f*kvM?sV%#okc-x>*F z$rI$7i&L%JuR5AVqAUmb@?H-)oX`_KeP=q5(#6s)iBk_7NOXbHlkpbFr=<5)d!CMW z(;+1kBLE|KIUErjHUyu*G@scXrmf}E-zG4DV^I9e7PxvLs#0V{+?-Q0t1c;7Xq_^y z^G0~wqAWHpOZi9R`O0withnVFWb{g9-IcOolwewyrXJj9Zzuqb;m13*UW?aB;xnJ= zCT1A37xS}(g^W+EHR#aKdcNuPrJzvk_;W>%J~jrdM=|i-J2?}!uUOUBveh>+SWTLCC?x;E+a+*z5g@oo@;`1YQoxE+>&pf-YdaSPsX|J2TMVT;?XfG zoFz{y*)&ZQ!ynpNaJv5D#ahGFHtpGLJkp6jbB!>p`&=4RZrIMbMzfv46Ok0oSzBcr zqQL3zjI5{WJ`udzn>oN68!D-OK_;YYV5JYUVIgIOU=@?5XjYOK{?knn#681V_CT3p_M>6VKVBenr+ zl2Hpk2bXA0Fi>=hQorYXX!rY*4^;}E^k@+`P$;BU)tXjM?4s`-f5rwMi2obX&c$qc z+@)W+vVH`qK@Xe+hGoh>|MTiJORRhKhRrV2_IJY8>XS-c6rW z3WAt>76c{=Z5y_HUrt3jxCEvxB+s)8(AQHIQuvohV)Qw26i;&CE?ZGvxo3~m3@+#b zo*1!GnyEivfk8K%A%)6;+Jv>-WLQsy^F@Q>pZ`qTL8IE`=;5|7^oM-1^w!MCkrOw=XCKMFU4bjY{K>?Qoe6NeO#ZcjwFB+jJJ_Et z7SLBAYc`PP8s`t=l8+;s0b{NTg5&4B1O~SoL5{I7eC1?mIk{VX{Ns*iz^|)ul@JiJf0iql@{8OY?(}>1E4R)DZ zdz25FpWP;Armywi#kglxcx5lTjodz&1v;e?SZ0kZz=QA8{ za?_y!;{I$I@Fd7C6D>bTF;c1%Pq>Vhl7Tyy2bjZDy!GSN^m{_5=7<=OEY61+ms=yf zSsl3);oYIO@7SfsF9KoYx&$Q$zg(}O*r1Dt}<5RezYZvliaf}Psy^JPE=-;cPb{jyMc#NXNct`=gxZ!CGi zBQe4M13y5(zha6*(%Oy6@zAnlazp#K?PV*9JVt;S+xH53WyDpD02n_x?o};4d|1-G zWpw>Z+i9a`Q)_U%G|AQc^j|{n;Sowp`o3wDV*>9&0b|h*BmuSPci+QX>7KH4PjHzW z#7NQXeT-tA+KaUPf^>of3rCE(= zDw@yYbHK!I;dWBHWYRFJ`AJ4q+rIr8#XOZH)?6hm^i^&(w3sG^h~%O95q1fdg4VPCxJATFSGoh~ z*wsZ*DQ+dIeTfd#FS~lVk1ZtRG6HqXizpy>%FgHdJpc-rmK-J;K#uC)A;`r3miP|8#n|;{brwAo!EYOH!<#lU3gJlCgJehKdb0@ z(n!Men?M)QPg;iIqK0=RkJnzsKJfT2XJgTPD`-RcKyu91_ov=8bpWI5F*8)+DqXcr z4k?PG>Qr$(pJ8wMyPT1}gN4pDe_ymO)|3ivLR(4@Dlh9=`ml?sB2}4ife_JVwCD-G zFL*)I+*?tf2Si<>2+)%=Sb((|gtai<{bVenuI%*XOk;eH!=%KZZX* z+U`1~2~N19A)Hw-rn9m`igUPpIY#r5&bU`pU=$o8SR+(u{Zu8wVv^? z7;!)5B_8^y@9GWH8ppFxo=S#EqK(X~QTJ;+)B8Jul_nA=!a3>4LkXXBxV_YTi&=T< zqOdXO<5)EVV3g`C29ls$zk<0SRo19pd^-R(>m-*>vKD5HnKQ1Q0k&MBOMG&C3W5}P zOX#VMS8p@Svxp3{?1^^lO}iI|8HX%Z&|*}V)QSQ$A%t@!uT3j5C(ce=?k}}iccqa{ zBxvCeV&Q~mc8Fx4g@w7-4oQ8Pfh_;LUPGlRdH;yrz`5eF{D%%9f0~$~3@cf~VFS?b zsI0eI-;&TYA;>uEP#>(PUuezUyO8?0(vJ9mTDF_ZA;XhSVVHa^w%Wur&`VE;3d4B6 z>_L_UL{0k}?>Nqi?gs&aHKHGRX8&osjTGWNhBS@r<;oToT}PL*NoFgkIaq3@<6ku! zE1=DZbnk9|&V7~@ zG3pVTHfzk#7j`0nAZLeCkAk_cN9tR3rcY*EIfh-I;AEV5Boj^~`q$yiS!_&DXJz5E zYZpcAT*CTmO=)I;;%z(2hg@h?9hHPx_xd&d)XW>jbc?TJ;0s;_xGREVB4QnX<|kr1 zG(THLGnCjv9dKCD)O`tPJo+HrgqPD_$LbkL(5FE^u9i-^J2Xr7gbY{+y=G_0GZVPcAJs7IZ()-|^5;%NtTytpl zA2)f!iE`jb?MSOn7DIh!;mv# zyQT#sHDCf`-ZIyp;2B0YDX4=JYdLs&XVG8vSj2pgci`-FIgr5A$xj~adu^iXFo){5 zJGq444wJ`y5T0~O@5(-XqOguCKD0*VXtRY;CFUywK`y0{5XKDBLFtlQB_gphz0kUDP)W1C|<+?Z|LdpG6+5gVqvwK~j}& zl_$V*iI$eDqYW=niTb9^A!!rHP#w4Gl!aQhRBnyZiI@qB)O^kV3?%i)Exl+;2i8dy zX9E#h7zmX|f{W09Vm1DqooDMi&TIp8VAWr&v70kJ<~m|ftH#Oe>(YKp zG{W@)Pw-lv5v(*?z`EJ)r#Zc;dlyGJfpfce2fJK@H6nRch&MON>XA6M(hak_WZ%zc znto<`_9-#*rlg5ije93*RAGT8C%bq$EsST#yo%4?RlVcRzn>#WQ5&rJIl)ev47I~( zxYhZxdS;n&rB&MU*84@cLhMknU0aw5_B%^0d35bm54@i7lpBW*1~=eODCN`-kX2b* zhQ;~d38VDp{&ILfpuoFb`65AL6!5?l1eV3{qZ=F<7yQA)q5>GSh!t`n|2osfXCK>w z6p)C!Fzf@lQm%89gYPV9+4wK`6GFZdUhfN&C5O ze*J|AB0%2va)~SX+&R5;Jv(rPj!Xr6mODaF9^dK{vb9AvF@dX`S;fSYkZOr0e)yvF zm^amjkftb?$c3c)T0#W3Bq2`o&=N%NwimAU*NNXYaLzPjnPNyJc$HEr0K{3F1MJFb z10h@6>$o@ADh2HC!gJ$Tcl4>n`0sSf{UpDARc1af;38q3v;;w?X-&VQkPv3~tGrAd zcM#@IOOV3NQ+g-hU(7{eJXYG=l}Jq0?9Z?nqaf91_H<`Dw<)+Z^_Iy=#11c$gZW5{v z3sWH*UQyUpN3^Y=Q;OiYzc}x#{e64RT8558K8?7ugd3c0Xc^T>$AOevSj+`pQSerl zs`8;e!C$Db@bHH7wTywLO-MLf14k1mDSB1!iG*V3t&WzgA`WtnPx?Q!V%aHd!G3>* zTN@?n;dy7ZimL5oDn>@Bw*+u%OW}mAtSb3JW3p^~?n1MUlol!Sx^T+QJp@bYGO?#@ z$U8|XWadVOCit3z%k)y>BP$w^7nk*B-td4hSd3p{WJVJ$9&`uoI^tDbjbDLIKh|Um z3hD8T(z5bLnyTbn}Ue|l|Qo4BQdXV5}z^9L(&+iLT(R5 zAP!b?B!q)jcfi$xrF~QvljxQU#? z2i5{XL848~p%LCItKW{Jo6~V&L0^(49+51K!j`FF&_;H%RuDpNGMxB?UpGS0NCNXt z?!qKl_}^$gamdRZ^xiL#ibtDr*(wahOsks>0~@(Nb5Ot~l^twrIeKXVXY2O?2e0G1 zG)vJ}E@!-Bf_F(=gcZM_UUQ8)ix6oile*qfog;CMaK!DaN?Qy?Y84z{3dJ1DuPxBw zmCyao_dlSA{G!;KcFGA{r4ia84hKV=mg{wKljBewj$0PRK1S810WhsQsx?>2snUtO zVb-M{=h>VE_1@~|((%CWrFOM5zne#XB$nsDpY*xx#2=xA&m*7QJsrPRBgSKO3jv=<#FlLNA;Q*}drJC!xt8H(a)qImH-Riq8&5 z6Q%E!qUnF5q_R2YBDtj0v=|s;m?CqzQ`QGyb^#@Smjs*|J}B{ z60IShF2pA`rY2aPp6!2fnjw9=Mc_cY zjq-I}0)L7~X3GE;(agPZ%(PAOsBqxJhVj=@Jj1v}?y4Gy^iL~v%|+Io=k;7$7_Z`0 zgjhDKvTwPXLM4J$<495>F-apJ7v!6An}lR~DSg*0hXq_yDj9oqGej1uYE?+yE~#Jx znqEmj-`nH~hvzB-B*GR6m)vY$iC`#NHy=a7!5$JUu)#e`ionbis$x1^E;tFi#~RkP zJ_VsrRu#acshc{-eq(Vr7!&jOovBp+`m>RuW;y#S@nU|M{}M#@#3L{Fn*pw8dQ)ht zQz`tD)ZM*-0Af)m$bNHes~^M$x1Z8gk83@P9aO;i_`AxBO=Kb55LghcO&T&kQ{FBC zaxVUpdig>Lj47!X0O2grw9d4XZsTmv6Wi%zf581;Yldh{0;$Tooe#Ai=5 zUw4_p;u>kx2#h}NUy^(G3Mb3B5pE__oJyL>w)Q_zq(H=&iBy8BN}{TNaE~puSFOdu ziZY+78nAgOz(UXX}Vw|PW&B8 zeF?*r!Qqr-aK?`>k34`QB^Z{6`@bLG&VMB66U#dXRU?E{jJU`qk&b2v-wpsfJ@NU? z+1WR&C50aGPR$rICA9Ze-RWNrO6>_BD>VC=4C9=M1P|o}Qq8%4Ez&FBatu0eX(%;0 zEYh4rBOH>Zg|TA4{DOhpj|XYZ#IuzRv76}0TJ!am8fHCMWef2J`t==L55Y>GF@lY5 z=&r}^dhiLh9^zbSAp3;yhUgjW;*3_;AThzdB>aG>v@{RiX!emhH?pFdzeK4R08w{Y+qgyD!voGnx*`#@X4nw;VybH{KoG>nF8Z+i` zpcDtRA9+*Ak++J&?(G^m(TmWjr%Ghf#D;f_a?&o;aA=;w%ARs{s*S@t~X#4^<^d-W-;Yrow zjF*?|v_A?r??a?JqbPW?RGWROuyvUdt~V2M6}yl>u+ut~8>d z&OLYSbjgCtXL5OlS&4Cx(l(dxG4|&0>3`x1X8#Pqh(81eO<3qC%mEXWY=B!ytwZE5 zq@ZO;zH^&kq@FK>Ckek}%7$=6aZDF{*eYH&rXQ@z6PCup4(TnG`VMDdQo~`*T@W$= zsS)xG_~6gat&={AXKW5OIiE5T_aATMa}N|C178EtQscn~-E8kuC%z$m`~S{hR(K}M z+-1=%pOwsq!d5&e+czcuu-dz$a>A$Z21+Ns|gG3t@QXDf%&F8=B#kJcC zxr$3UJad`T=2*(UsBa8}kFjY>@o7S5Ugal$#;wKdSh;6p+rA($%r3SZ7pDduWrX)fJh?ztDQW%smfza--H| zb9t8%6X=oU^|(!F{-s#Hsq`xu!ShqX;n=w-Ehf3pdDIl9a+gyh;PbBW-FtSkfXX=M zG0KoSpxuZr5N7u_7KLdK8`SVY)g|!AFVF?w&oQ~OXM`oqG( zen_*5Qdq=>fQ`ixw}+MnvxY$@vdqi@iw#4ihdy&~Njc<(oo7G{T=nzo}SV$4X*T-#ndh$RG) zEZ@z{MBIm?z}|l9G;2ZEhF*6{Td1|ePVwju(;FX0gzK}ydKIch$B4S}8GUg-X5waPiUDm0#~*#dhvlVCWYh0V*v+yZ+wM4mTLK73c(E{YH= zbI&Y1#~@f9J5v8g0wan=# zhSE*4_9u~QLo9uy)FiqJu^!P-cFbzQ*F?sOM^$!J^5mTu_~0K9XNDk=M2!n>D8JSa zG~#0A8vuOqb_hnAkebxf`Q<@Af}cXD;*YKwF)-xeIN=b>H0UN?SyTj78{a|CFHX&U zH9^Y}P<8?BX~%C~BnxI5qM+X`k~0tsb;mecT_Ni({l7ge76n_~|3tOp*qFducM)1- z0U0cXA(oW64lIH`CcMM?3G%$ALlz!M^xW%yWA?EnozvvpKmB18X~yrc_9+3mDQ!3W zb2A0HJiaI=hC%8s3QUFrQ>a`&3bx{W4T9C^VpbFpI9F>UGkT43JDzg(GD%l@z-PD! z_9H)&A7Uf4ev#aU(~%7ahUbW3A?t%Do!*n3Qb{hRbD?_r<@$_{bjr^BY=Pl*R}O5~ zXgq&5^A^#W1TQ3}eVL}uCYg*L*4&ezCI+a3Zna5^$GRS!BSV0CeZE@2KCwaZQheDM z;?nrT`@w>|R7!_fDPbgaA+`U)*Ax?dNd2rk`t68~WapnYimJP%$42^z%tyj zgwYL?nLG=fAkq^>U93|v61$K&A=OM0h#uf4J9j&yoH1AI0(MI0D_VB1C*qnji>Un- z7|mgkr~tY?rpXm?y7_gm9+yJ^wC#yROWq@fmVU2^D7Jq-y)a<{@!pMrdo~841SK9u ztsN3`IAFPb%eO88uGX8*AJ8>afQRnH8H9rGur59o)BO|2UyJATbfBEVCEJO%uziM2 zV|2f8lYd=3!T8dUItBCj@h~gu1cOh{?O`N?krnu&N>%g6??ct(7#nJgF`L#2ES|j< zKGuZRGmo&PW6shtjF}H+n}uIZtTbNjWIsM!D5GNfo}DKO7sRo9O}7EfB zI*hgh!Y7vO?T+%9*cGSr9Q#Z|2koZxVs98o3HgH2u*_=GMT_!M_;wRe$P;gBP;$Vo zQrT`vI0XgG*NJF@rBr)qAlf1A{NzLTV>Ygd$j4{adZe;0S75|efjo+Eru=WW%KivT zwD(9zA%=WZzw{rruWMlIguB8n^4YK~s)gn9bBK6^Ve?r4!;GeFJ6Fi-{yhVUIv4b|D1n-<^66+7p5 z4W$U?6H~+z1&DUeIkqeQ;`=<7b(3+yWO*0EgP1ZXpg-6qiCK~Gf6Jn+NkEQ)+g!-B zKQ#sbQTkuc$CtyWgF?i^?+0|n`nB>#k7mEz;|3^a$~}5zsO2z3YL`oVrd`;xbkazy zhlCMAhUN^cMK>_ZVJ1Ook*K4#m69gu$E(ZeDo!5B9NMuWo8Ve_>-ab;D=dTPQQ-Xq zzGdkw_{P!gH0Y`{0NTQlN@F4<BEZ4OYJPAqx=2WC?$c-yF9L@vJisCekC6otDX8 zQ!$$w^~OJ52;?NMRzB`od5TPoj?1yT$nC-#h--?M@5D)fMr#{sB@JC7UnkHtMF0Gl zkbO}u4Ww`#;ur1Jh!@yH-!&R;w1Kdm(nqy)gQIry`hB`@k_ zdot^-P`WK!@uZ!rimvCDWyE0EnBc|{1-X8}jy9;iryOmuzt_)IZ^<&?fuIich6*&$ z28JGBrxOG$Jx()JR_Jz*dm7({;Sl3az}0_S}9co##SGju>^1mqq=D7ad(F7y3C+6de+6LeQZr!-FW*7#>I4 zEo}N4T|Br4W7rLvwIRNjAU;IBx5n-u>(iKsrMtTbN=1sQ>rJonA6=UX$EvbOoq7*a zYv=W(pYg=oaHG$alk>7_0zG+vSwT1bAL7WLcfzlrXysG>B6DB?ROSLWYtff5Qld7K zm}+5h4i4#|2~2Jh+2x)#-ZQ+P7ug)LeA{fOL_X#d;S~#{VA#H`z?NJv`Jcj~)E+e= z;oAj1*(+52@!{GVDp?zeblH5FQVbMTl7MM+;X{b{)b+RI8G)C!<0z*3Irlqf;nHUMC4sSvU z5sR$TwO$m?Jk7^gy-NG+L@2aqisO(i#(lk>4i$D;f>eB^Y_MNL>UOi!3#7^EZ~?LYe9I za>j%P6qQXe{-(4@M2pFl%G|p5+OSStU6b`duKJ%?$KOWpg#VV&BoX+8`s#K6E-V+A zIkq)lnOmiwu0sqg_gwT~Q*nPvROJ+_C@L)u-}R2NRXjG{HnwoFL~bHd(D7;ZG?a44 z@C|OajX3kq3*~f`ixL$h&9)6$_*6Yj=*aT|wa9YBW3($Dt;8N%A?|uPQsRdl7j=^0 zmv-(A5wDJk`drv?&|nAeij{K2^vqYz!hJ=4VkXf!sd>xyF}00h=I^fof8t?G1cT!j z7+@H_jN$@|N97Oijx;fexjz9`9^RdNc87~*IP^97ti)72kho&DjkXy?NO~bp)&3IW z8eB)z9P#UtcNj%s$NgH*4h_^b1+i!m)Hq+>DCZ?Ca|WgY;3K_2Y zW*WRZM*sUqtUy)~tRDU)2go7hXJ~J4is5mts=v_5>aH%bT$y?ezSEPqHqFyOQORrJ zl$-2w?oK902vwe7-XST2p6Ev}7+b46ua)@5UyL!wuT!L_szH(5-r`|{F>M1A zP|0-!iPf`3l8G&R_GJI(ozmMN$eH(oi`~%zj>GyXO(>bxiNxq-lw7V+b)uq22COW} zErrR&xrUAy>S#bG^qE`YA{V|dB;nPqDVVoop$iJWF?GzmM_iTGd-k427emk(i}-V= z0Y0gKUA#Tgk|=+QSvrFiCk+iRNU8bECjWR??jwQwgJ0O3$%vk66Q+K3T zIJ@1=;LDYL4uhPTpCwzr09wCeM7Gbc^@?=^~wI0G}^67tD`opft-z~=P^U36t?0&dEXi4>Ht1IZO`J5j>0MBGjo ziZx$Qf2aut&u(u~UDwwdmQuBb&?|sp^|{?Kd#04rsi-I8rf)q}`!#b9aN~df5YB)Z zfVJHEZE7F0U?5{iLsQ#5=dADhaz$Z9A!7nB#v)1H75d?#m|;Oef{eGGGwd<1pbScQ zE+Y|Ug+qv$g?LNe9p0Yy|N4ZPohdtSiptE!`<2-Y1ts_jo04N01Rc2=dcv$t?Oj=+ zAv#_bjs6XtYcv+yuvNoqnY4)A=-cJNm1JW; z>YHm^heySY%7$34)C*$kfnTOZFX2v{26JjnI{N3^)}UmxI`Bc`aaD7fJwYAh1+^NT zNH~@#CjHa(b_*fw5N}@K5og&m)>^+h3tHbR_O^m3GPL}D+!m@nA8E>vv8ITS0ZS<@ z(8qTC1mzM)gc;+w#A&k8+5VQsh4nBQzYy$XVB7HPV#C&0T!1E?491C)g5y(R!U3%H z^=L5#xVkiFukHRGi#G@@P9Ctz&WSCVSDcS}BqGOCqX_(HjvUbhS?I0+>;&-xnj(Kz zT<-L+_=&1&i0lEI`b0r~Dh@jW_dC|1AL-)qNx-E6{3yB^!hi+#q_#1LImJ$Gzy{8I zY9-iRGP$B46$yt3E))$`tuj%@L*!n&0m^sP*6^a1KhG~YAFlI=2$q`YB8n)ZNNvU`VR|$#IlLE4Gp#`u0aMd%tAwh!cl&Qz&#h;y z0K`-()MHx?mE2Z&Pz^Dy_+)+OW}sCGmu)!G^zX ztgE{<4|Snsc`%-iSfCsHo9woEaO5JLT5XH7^oxyEvyXx(9xTU;ej)pNeiEQMCL|<2 zS^VY#Vq_YudnhDrawwVQ^&a!_YJ4;tSW;6#UR*7X>BCJlrKeM~6!B@4h2*X7G7k3D za78pWOeXVyVVSOVN#=m`;zQ?lGfU!*Kh*aGPSd7?ttq3UVDzLPk zWV~T=!l5PxJ!LoV=F@T3Fc(sS8#tYI9@ylc*`z!{Oi2^xuVr|B_jO>30=pNropB-< zsBzzsYyZ{)ve#g#F!94=x+MC;@iB82`xn{PFW{3ysj?Dd9zQJkv(hFAizP*FFL`7^e&;8kGOD#T5SvJ zFa*arUIo9|drc*@my5JYZ&y+U9oc5W`8%UvpE-i6Sn)M?9g=kgO?W)|ZYi3VFSRhD zqg!C_OE%13)vAw2?*0HB4IQH?cnsM3QksO@b6c@Mv?hffb5`_x*q@ULscS9sXt?p; z;YA}4Ot$MyHC&Y#YdcAT{zl42^!+U^6$LZG;XQK9G=;s-9Q!GC&Zas;3J>)pL5DEI zlR^e&|5?tZeC z{Hk_K`yKb`b{IS1FW~`QR~u@DT*D3#8KWzv$EoaK*^GLbhlj|(!yK##lYqXh-BMTl zQkKXE-j`+bXMpL5h|FNeye&j+U!yJ+Ey5OR;0C75n+c7v4)uUqCdCtYvCR!_!7#{f zL)9Q}a5fUjvf>hF!)w^H>~1rdeC%puCT_#-R?LVO808cxYYV$-tw9|IT&CJl$axp1 z>o2wO4hP!ZNF>Cx^4OlzTd-Qs9sh1j+pGb_kz;ChyJ2@j#Dj;hJ1Ug*7KKg6)t+dy zXoeNFy%{jsDJSx6nN$$UA<@tWjctVX5}T?+IYxyiFqdmaf4^-V|VjQ|L^v| z$5SGyYwF)~TW=#{S+%Nrax9!2u$)S`iag5f*{H)h6Rk_W$Y6(qdwlEQUABP!f#~RZ z=zmYdj##yM&fnAPR%y(@%}_VYFlZOBfyEPw0T5N~`J);ESV(oys9VjCz8!C36igp& z+)gi5NPn%RjC<1St{9JYz1++1M9+y6!{6(Ks!+`04A({&2UqiLO^tZ#l0d_UHSB|` z-nkt=xfM!iXGNRP%jN=3qWl@W$T)>1aH*L}?9PYm+OsY__G7~!G@Zav2PkiP=2f50 zs8;AOpo8O@Y7z4trpb$(WG*PjrHu)1O@5XHV8yVsM+M=98D&Ax&09S#Fl17fuu-5U zQBY?&Ac1X@CJJr|fURPf7=Ay7aj~!*;Vyl#v}(<>u!^*j))%nh z)4|U0!2X5_)Oc@9L@HqP_6=w#bT|>FR`R*C`@01dD?!9~`VU)ibzw;k>Ws8U0W&tpusdC#&D^Ou%hTL>-T9+mkAz%d^ z@<_t+HZnFdSK5@Z@XTmkn$KUGFS&GVkaQ^HF@7R3MXdU#TPqH=+X-(v$kXbbI?xNL zNa4?TCjYs4?e8&r0|LclY?YeRCd%N{mfX zH%weArB*n{7sM->i~NPU`aL#q>yGDjX1>nCuFwOvtC?Uq?$x*@D)v+aQCfXIq@t*1 zst?CNh4+nU@Aq2Eh(2^s;Mzb3tR<5b@_cLQhTwA&-V)hSNu(c3xnix|^6&k?9bogy zt1=kx%I6Dn@C=(%MzYslKcN-GuuQn@)I0*blAoUF6Wh+5#-B_qEmn|A)X;{4p;5OuSelPDV*6r7uQhZNC?YT# zD!zN=hQ|&dPq-PM+s+!ACgJ=)=Xsdbh#oaELAeiSy9vb%zkURJn3J+itw8z?)cDy~ zqo98(J-0xkt-cf-Dhg8-`!M!(PMsGOV z0OPLF0Mv^f9@{ANyISy|@{lK3HvLftC-*N=$mHj-A_s8X2F~}8b*JPBE=nV6yK;!@ zO)U0V4>A#vvp6|7L>+}hw&|BR<=vq{7EczH5!0?;5Gt!I7kSpY^byR62iREwBF@OW z31SGYBfpc43MHLQr;zaM3R&f-FQ{n4 z!U>JYR`v|TvX9iaXrIVBdut!0Qz3aWp0n}5a4YCDYWiT>oi~Y$d=SlTx>Kz>HvdH&6F{R%<5XkT8L5Sa>6V+XdH|A@9gZKZ1Sy;A3x^c|@e?PuW z8j`&rj#iJ9Bjf8UgJla>m}EX<5g=`lrn~)JZIRq6d}!dfqFDCGMpMXu$vvKX&=o5O zxqZsF=aqEPItvGTFQ;=De7)xjAmMw{Q34~|b93e`VM}i|%BFCnC23y;YpnkyV3)RJ zx_`au-eP<+248}ZE;z0AW@`!(dm&WN0;K=u<{qWRlbrn)LV&vVnM7OF7hm7|UU44v zFdQ-Bm9o~B|8Anwv8cXo)+t&n#JUFAMZX3M40$j!vCXUYe_S-eB?)M7kxKZv*)qcy zYf##n$?1YUpk2(N$&=&l*(p14mPv?90##;;YC@_0S(iOPpZd9=SxWlOR)J zUCAV**D2%gaA8B64D0lBDRwZbJW@ro%II^a)l!Wln~U5n{PO<9J*laW5qrNW?G0v$ zqIGz1w`2s`+oPI5w1uWmH$97NS2-FK`hNfyKlxWDH^cyBhB8ti@3yx$sy0^F}bnSQ>atngKvvx6vcsE8iz2_3i9{hMk- zh)_#qlFUKWBrlz35L=+?I{iC-H4khgkOXdXJL$inL?z*#;4JifhV2KIHV#(1L`H$3 zK4@R-S7Rbm9SWh^DV1Z<57Mu(2wsuU=oZ9J6krR_LQdY`4-(%#kns7w0b3}tJ8_J1 zLDq)~Z*pRh1ik0`4#~|?GKwLVe=rz-(CZ2ntO8oWe2pJQ=*ZDW>N63$!}|Cl8qmN! zQbLe?*m4eAdcP-z(hA7!_AC7w2A8sRB@m)qM{0MTnDX{y+l{w_S@$X5L1!w)RLV*Zu85 zW88z*5utN}3R$HhLaBYO>VhIxl`LABl*+J_^Rh>6=2Hr7Kr7TM$IlGk`KGA`R6@|C z{}MYK*aKBuMRRC+9OV0HE6=WYh zm65}U6{?5x2|3-oF}@hr91X`m&4tqR2y-7M1U7^+DnmH_A4N?dMfH#2u`yo8ta`e4 zwdnbi2oT6Sn{eM;^5~m@Y-t|-8{i%}j=W#Iu+Vz4Fn6@@2pLb7e6EB3hS zcgJ(ttQr^Rg1TELUyZ=!#K9Vc#Fdkfu;Qk3Z>s%M7kcTA6&6tEN{b=Ofp)W#rr29E zhr4s(|K8KJ&z5DsM3+zwB6(>khfI2%=>xN{l1Xcv|M`Xfh6n^5(yN$H!=%>%OW2$@Wjk1uSm(7=6Y=FDFdsw?y^X%WWnT7|5~V7*d#@zJX*At#dAUrAg; zVuRX(TQEgPpn}0~hF>kY^GHFgOv`yhj3GA+AdBdjyi_H~_cn2jOCA2BrU#2MkD{y$ zERW`w-QtuG_5Ehf)GqCzDB!R7=%fhLfp4CpZ3@k4q!lT53nY@u>0Xj9bYg%bXA0lpH)Y9t==_>I5hAc{dvCwjz`N8ay} zXNUWl?VYJhm}s;mhQC*17+A@V@l+Tq<>F}&d7-M>Mdn*>kdsU9NA8ohbiOh-W1A`- zKn4q-nqPu;HehhexPOxeM#iz>{+z_!TqGS44X!t0K52bYEJYP7E$vqLNpG~a=1-xP zutHW8vi16gBX_y=r{68)U#>*OM%_Tf+zhiRw!26XZ7s1`BD%pfZQKbr2Nl*^GU2i2 z2f|76nlkT!f{CsMEYTF?AG;|XgQ8l|& zujq_wcSBU%I4n4)0*b zY0P`;Z%P+PO7!Jw6A?(#CB>M0=;MeWt9t)gSdQ9l^>HEq8V zq9l*0I8=`Py63ld`~aKMUd*a=HpzH;qYWwNJ1?D!P$J*G9HY&swrge-YU4`xt@VfK zoO|eCLjhsrSri3B6S}-yK~n+obVD&&a~;4&tkF$uNPzoHJ99*-ZzeP`!L^tCR0QeM z`$k&xEc-D%%7H#b8q`|DCM16DaB}*g$_KqJurEOk?zpVtyW*HSxt`H&{I5k$rY-X& z%`JSg_Nv};@MCB5v0U#yS|=xdNBOJ|y1jN{kLu#*tpoV}PcxtuO!H*KVNoh^&R?qd z;02i$@l-GrGA}V=-&Ek*Aw=a>^e_^hJ9`pMh-I2&jw~EP5z2NNu*w|jbre$4Z|q^q zU#E_YAA$d}H{$Evoht0E=Za8DcQ*yGs~SFdKsy=M?JqxC+G79dADHKr9!6%RPYGW= z=gr8$8=-dCpe#Qb{VY+btc^84XdNUL6{aU0@pnBxc7Sx|9)t$B_kr) zq9?bwv~aOpbx+yuLU%K|i_y@JXRH?>WtGgqb`CzmDn4zMM1v9O-%1PA zfn6SwW*8V*KZ+a#!8i5*JDNQ*uSfp#bLzs-2WLR9y^IK?^f7%G+IS9Xm1-VbiyDJG zoU2Nwy4nhp6W;#g(zf97wm`xVE(Ou9;Kf#KVvCNR1781h(%(y35UX}==4E8iH|*TE zFn+X8&uuyMl&QA~%_`WIRu=BtH{#bnzN{jV>{_WduHsuH6lM~HWKj%gh~+e1xuN|# z4d_mCGMYi>2jKP&{LNbIEUY}j01$Jj!ZJY!v)^z#JhHwNmsuuV^Q$`FUW?mteF1Dn zp0;pQ@}wRI5~h5g2-#o6(sT|3ydKRTL6o$IsWl`oa~Y7AdWm7sOXB0@UN%V6ls`4r z4kS~;E9HK}?nkd=L|hmtdF@;g)JEyBH+AT8kEWihV1Bh3hsJB?2R#!d`GT_mcP*BF zp;{*jG?@!=i0Nj0cm^Tn-HrfofE<56>jxHrVL>|YKoo5SU^BdnD1w2de_N7aAVew5E23sb=-Uv&Wx>6*IZt6~ zD6Vu|1?75JYBXgCdixM0Qe|Z)FjZIBNCqKJrtU^FW=^p~N>9e(kr61gL2eje;$Vt= za&m{q)4IZ9SPT_s#F-*9li*Hyp|TdXsu_Y;5c;U@B7;8#`{Bj zLo(*gf0Qw2KUgV<%%D4jK`kWxjr>|!_t!K_rPkXhG_PlKxoR3;b_1{rcoG++p zmS(VGjdJ5gU6$K+nm%Asx_?MdsTKR!9wEP6_9~pGP|%$xF*JNx>hRazlbiQTLV4iUwrW{xcKU zfnjkaXQ+0watozh#1HFuRbimBCABH0gdN-4DJzS=%0h0RXZ*Wch?2f4ZP%H$I z!acp_wf?JgyPf-3yust)D05IFMmDOX4?@C;V*R&ni{}fNJi!Nkv^26C%B|IP4qruJ zf%V^qtMJ>Ldy~f^Iv#)%Pbgp9gES5TZEB$l@zx|y(;x2^uZ*n*ajTE%DMU6{qbx+b zIq~X$lNOv%t64C=&0En=pDG?aZStvpY}E;kkg-LSQ^X|*E4^J-x-vFLdp3>ts271f zr55lTSVl%n$y0E1R<*3tIo+WGN(;-936~ycrZmW{Csv zbK-oGUE}#Dw&HARlHL(8@s^LTXt|mq{8JfiaPNLWq+w!YVz++$#F~(xm&|0QJ6*Mo zViY-}&{Q?}-iqD*kkAzIl2Jdlzj>c@ok4Fe7`p=`qa@4Dy$pD*kux8{FqMn(XB&2r z(oOZ}VlHw2^xFG?(NFwlzUOAz2%FHroH6r=mIq?ERI;AlF>{Od zI2M_15^YmpX642c=DJ@TDfI+{GXJv|z2iZSrcew<6rxQ9#M= zMM0Vj57lrEl;98CEC1eId)j7%DjtQH=Zq_9qVmZ5oRhb)QxB|LAX0t88~~X!&xB#$ zKCSm?`Wc+G(eT`q00S`TVGPuJ}dO|kA&JsEzRDUtu_izV*VmR|M6I^ zGI{5yflwl}+vFxnsng1d{)#YOW0akWO5X?aDtQ)6O($h^I`-&EQ*Sk&+{~C=nJ}!i zG7K;?Q&s)@Xu7Eug8w-nM)2<0Mh=J;Xa_^M)ie8d4(-Ln3QPI#Avk=@Qaa`rrkzzM z%>4pOC?r@Hs}fw}Ur}qd4~Wd>hyVoM?5mD225folR^AcB91b7D;v73}GK+Cd%ojD1 zeSPn`|AMnm6#6bkH}*VNUGB@J;s=CrtC>6A>+}tdSpg)3@Te^hMcyA_v;_RbiRHDC z$>2I`En=03u`shKCP2Y}lXa&E{jxkb05?F$zbC$(p%6EIJ|2Jk^5lo+=y1#J!^9=%%306Xe65&*&3n{PTh$^Jwx$@jwxH-4Ghu`@BjvPV>0kb?IC zp;3}bIJQE1tVo#KgRe`_zAwMez4<6ug745St@JrPVN)w?8XA_zH-sJzqb_Uc z$6G2BTU<)>K}?w_r8l%zV-XFppdtVo*8wGU3f1CpD*VAu25%3vYIvWCm%jq^6HvNk1<}DY3+H3Re#kiME^&$)7I-IMVYiK?Sw{k^RWV-;#kT2F)9rsrm~Ll z+Y{ptRN9<3ke*YwHf${tpK_u)O1{%Vh*&qO@)Vk0aup%91hQ{uV3$&S-!y zB12>)8F`dELDBal5Y^PIlJTXnrBggpt8#gJb4#)Q&!*lVjz83!|!)CyJUO}@)yPqZ#S0?)zI>c>=#DSSvak(vn9Ea7vphVlB0@TY0cxg^D)P4*U%&+> z8DJ@p?^Ot?e#n&FeM)rl;h%h&F()9q-hDf58>xRTYztgL9;@PH zAlB`P{$2d#bKumdgHW4^&aH9b!q-_Q`wYk7)kkK}ZIOxY=8hBGf0n{OO?YmL3PEfm zS`+H1Eu_ZYoFLFOBl5*;^sB3i3aubC3hz1!-_NyY(U2LMohYi7dUATokx_3;Mt$GpUIKU z-J~&GR?CrQcK_fSF9qP?)ex1f!`l!nuv^|;|4w+TBsAb?0~d6s{*@2Wtr=Wj3KK{9J>@~rxtBXap4)hp(7oh%{c`dX{rg>3EEIXU0<~&PsVuEoqd$5bQ0PDuHDfG;-&>4g0-I;d|tSGuI8#P zN5$0C;E2YV zyl%Jv04NxDIpDU7yz0pJ`rDxZHU`w&zw!L0BgT@_ovG-1hw$@Hw`ijb!)lqX&L)qN z{2>TPG@^d5kbL3S-`>bRb#ev}oCiKfm1w1b%zo4aUnC^44CXk)N_OfxLDcYF9#wXO zaP{qJ($~;5dV1oC%Hkb5`%EX^j--Q5{_Ly<=>9k}lCCg%42F+ zKjw#}J^nhCJoyP9X0&VYh(XpHOnDPCwp17W=`B#@1q6EAB|__ z3`Be~zSMQ}s@zdFDFa8p7rd5wq4c*|5JBmY?|w4}Pme)2_}j7^4bSQwXOPgYSqVE| z5O8JKQ)~#4C`VwnQ#+QeMjKLB;qXlW(&(%(x^G*wL2(%#K6~ouy5)4{A+lJSW9b)& z>$uW>iRf+$pYqt{&H#OIW|24Rjr6dXsfHGZzb)~l7EV9TTE9qvv3-n~3Eq%=LM&8z z59{YxgN73HgibnS^lSujkowlLmguUJ2LMks4ivtWXSjx{Wc1dRCwbqbLxjNItiawY zx17G&nK&`tg&(9E(yu=zZBK; ztKD3=6>W(uW&l)Qmn~J0>Wi%E`sAn*(0u>_9`8oW*(lpZ?cR&UHK%5Wu3XQxhd9+W z`YkBeQ}fWjL|UGH?a_7-W#k9{Q@zD4Nkmo zjb4>4>3p1S&0kW)4xoC!&eJ^4-_XH+8%m=8_CrIxux9hzqJbyLU3Zf@_$J!COUapu z*o;7^;Pw4~Ah}i~)+`Igqiv}kUZ^8bjfJvx5i+m5SY`(|%isc)v6t$jwNpPQ1OmOjq83A*HT2z> z!EU5n`6I&A!)Ov2p$^oTdt9p~O``ZFTJFBXz8iC0(^6fbij+KAxd1`Bc0nN5NAA!i zl%+r&WIl3m%e;qWM>MP$pC~biz;@@n+5T6=jb1E-Gbq%9InQ zOS^6H*%b;(5y2wfOjLk4xr%{&tm`B#;_iypH`&Qf%>Xu^yOl~8HSTSaZr(LAwf7rj zzk38Iy+v2|mB!abzfxH44IE>y=QwhG3S&IhoOF z6+|$$cA)#2G$4BY56%XY^f=EV&3}-XLy&0(jnhk?A#rOm{e_Z{{BZp%N^gO{F0S32 zMpb)VD!e=x&MXQPPp4&Y1RD3%=6Cs+Y4X|ro(a;g`j9P-xqfWqf4^A1HQUp`e;ivw z>1c2!BlVF5N!X_c{Y!B-b`uQv1C@5Q)E$0)nBQJg(tK2uYL*gN_dLj|xe7)EUI3tDxTVXsqDz zeS3BFTzo@L1nd=W$n)BcaXoJH?u}6P7Nz}z z{)aNJl{fHoElyk&WBu&WK^|QwH@B}L=CIE+J<-~q5tQ%{rTR0jC zXsrPt-e8!PvJHCg6E=9oRP4^n0W{%ck7fP^ab{zcc+jvmbOz1B0ze&aQ-Lw=pq9xQ zbX`J8T)}h7kWRDY#6bK?+zYcJMK2XhmU~T@wk|o3=9%`u3WJDFl-~znhiVN|T?QXh ztax5L!Di`Cvw^4wf~Dj5B^g30XEUL=l;h-t+8d%f*BYkO)`%YDJ;1PBpGMFlB-e^( ze6B+Mj2dV5UN8E^92nFO*H#AmQBX3s*uFiT#jtS%mas#H0S8g>7w`j{auE|E8`Lp2 z3NkJiEz4cU*ztt7nYlhY3-SCzA!;dPRH#gATvkS|E-Q_@kdjKOCWApfQrqgC#!f$Kp2zY1>n}Wt3YYAVMn;grN0k|xg_~3S7t9@TCo%U zD|fi&Qzf^Zy)JMG8oA22f!`gej#7bU&P}oB!LCu3Az6D4B)(m!nHuF+)Cu@}?l*&d ziU1okBP45raOWDTr>(x!q}9x4VPmZ5iD*C8e^dbmNTH$-A1P z?cK;@Yg{hzTL2M7?U~1j=H?y1=mk34;g2TEmXwwwols`a8zHepzmNg-WG;w_rqaY! z!y*CnSHUt^x4lax{eP4~#oZ2HKK+uFfKM!f`8SAv%lf=>QeeFh4j8oy3GDB%c>i%g z{)>x-(>+XAp$E>+a*tp=CsdSrDSf_hd@s`&H;J?AN8wQ0+)a@plbRWvn7k03swj%R zqHQaQn!R1JlOVv~rUuT6b_639es)y&W3fWrjZU<3JQr62-wMy^@J!isv6ynJvmaf+ z3Q(s8JOmolto!$_*GwZSRfV_sHs`5!AKK@LA%9D)A%)lAzyy1GPRy&bx+`5J>r1-q zf0-U98Ul*w>bT$j-@WEgVsVmq?F4$egDfpYjB1No_1~hg!6PLVlzV8*lOv(1_6XYa z-65^&ZF}8O$HQ+dym!b9%<=;(I`746&K6kZ+n8`rQ89yu;INAR6=W>VkKf3_x~+p4 z76)rcy|$QAy2sojTg^~ zG)KwzXFjHWNy)a{l@9Y0bm+cVtkD9T@28&=KK7}gc31Mz7q-W)Vi`YGELQmnUSu6u ztrI6va~vVMKG^+q%BNlFpK#WPyQylYkL-1RDvJDNri0OogMXU0$Jk(VYrjL_0Nt*= z9L9KZ2>d4EV>!Ep+eHVI8nWI0j|b)Qq~yU3jb_MAY&ztBtWI z5Pe+M;rYyy%|GaAc}A>ar!wJ>$`u?nRhi;!XGzXCd8#pk^+_Z5XXAQyxS+L+H&As0 z+v0~sZob8}mfeb6to&Z;%xbTcNpje%b7a;-8b_P-2hGIvPXc=zWwuyn@|6;~J{`mn z9+IhEOI@JeSFwW`n!2i$0s-oQb1+G&0={;(`r&DQESFR@{=?)hW(@w8vy(GK?nMPm~DCjqQ;f2-+DOgx0=cf9XFP z*m~eV6AjpiWTD^a_mAK5(ze0hb&=@fj%+cC<0ezSU-eG*_~U<_*4`4<*!f;>%t3Hj z-~&_ioOPvJTPNwST8&|3%tsGYqIyR1O4<5Y3}`Qth5^r0it)WoTchBT!J$*`*|{1e z-1KS1bq-wv0g(bM0@HqfwhCz~=1Vi1HY;0)xh~Lf)LS0w%i2%=ivLZ<7=soY%;oMS zd8f#mNul+>z(CQKw#Sm#2&i+pYSC1iTJ39h!fP_U(i#%fN&68famG0=Zl(uz5%f}U z>Tmi`sk6e(5?#m#E&+aP?80FUC5GR)PGnvWgA^ODWT`-r-?XwU1TTi;; zS6z{%_+1lp%IVsgapZY1FwL$S*kr@Xy^nIOBOsh zn0AC;AvYnz?>>)kb|beu$2=1n|009rZBVZuUXhB9CJMjo`uEG}rMw($iG=W)Wzv>& z5?I>4@cdj(UF6)9@hzvHMj#K$wglyOU}H%tdira*!-C)ec5gU*B?yZ~OqOL%`ytNb z*R2c0lsV^nqDyyT5yyctNi8#+V0j?O4D96KQV(2pDB9%3?PapeWGQct7EUD5_t$il z(WWj>WRtPPF!1j1cL`6fR())$B8ZqcLl4xw)GzKKqSQM7l1Rz1>*4qyLlibh``O)V z9H}Vx&|PN{k0L>!{6j-*F*;H~WJc(ecB}-_vlD%ePsNc>b6Vf$1~r{?bg`Vvf<=m+p!APO_yp3o-(hRhCAY_yAm$VL6F?M!$&C07B$Q6|6+g9V4B7zQ zmqWA7lYzmy!N_W+M{J~CJ%G$Qjp~PU0Qa89h5hdn*&S}`bxjTvWtIOl5U_&k{gdwX zeH)6_CV9XiKeV8PN&&L;9Em2m5Kg%J z&Kb&Uex%wgWu07O%tEET*Jjw-kZsywqyk1MWXl(GI_B6a37nnb2eJB5OT#amk%I{b zBCJzDADS9=0p*4T9nC(Fm{!iMNVOO8IS^Zo>G&Ah`y^%VyYN(;TXQdQwcH|1ce523 zP=YxQ9qnVsh2-#qlUQIIG%F%L_?3 z&Slc)Ro}i4y8695qU~%1HrEUWTnHW9H#lKzY%A7*dga<7Mwms=$2iagbs+eHAm+VB zq`t9!DZfZ^re-1()d^H?VG-GF&bKE)-l2>A*pU#b#Yv!Q$m~zrB>Kq%?gKt~_{9~? ztzkv4Ln6Y8QGM4}P$L%)4}tl-{u~DdtT)K4$T}{~1L8;vMr=^VW$V_v%E@TZ-kI>) z*bbhH#Jm6-a}-wH=0m@(R7K&&bJsz-)K}&4);h2-xZ8J$dy1e)et?fx{<_PZZ*DUl z^AGqb6&5V!CPWx~llp0(x`#0@MpUd$xOrRY6Om&!W+wUeE?}uNqM<;-WsUuFzPc}i%lX){Xw)@gZ*?EP=mN`uUsVM zVf~&N`BJ0^G^%aMznCO>?+813OAd9>)8t^MV|7f+I9kSK^Z#F^UkYy(#Rja9O69}3HJ+5)n;2MRQRM<)d?&+Gx6(=H|%+ICyI>y1gElu72=-N-I zCWeP4H^@tsTbyu~bRm%|HH;nk;XxIn>nKMxRw3eNqbfcc%bez~liL~0B;)?ecSNmn zusXd{!_PZuO{L%=Ug~4$@|w76?=NNicM|lvC&I629IRQPjV90T29qHh(lePhiHQ=4!!TfQ_jJ%Adnub~jvoB7iZ35R8UyCW!J=#X0txr3KY2x9%ZkmDi?9f&2An z37emLa)~TzN<6gIVM&^^kTne7zab$^sg1|5u9Oj667iQAjcAEimJ?KM z3#jY}q}0n#{7aFh=?FI$E%RE#D>M`Cm1mf4MtOVYDogU;D-W!N9^x>;7BtNfa{)|> zVFGvZ_Zs5RYYdnzOPI8w-|FQQ`)^HGYwG|yYb>bcaGwi`_QVh>{%5x_(QJJ4Q!R;x z1+xUNGtWs72ZzaC$<5T}&-n3CUcw{WV`fl+60dKLq8%^!@<3!zU7Yyt3&L^6zq>nF z(4QnzVkK9%EIO9t7E=_B`{gyqv{C-{f$u`DA*wiZ7 zWcmt9wt$N~!a;!Hhr!Sr8k9|L%4ID!g$-hl|^T;`&P#y>;KGRuO~>7@UE zIb-iiXO64&&~%>zLFDN@dR}oU`Kdox0j}`<0svv+UNQ#}Bv15(KUe0;k@f4<(l?@e zzTV2@`0N7sTIjnwts}}#h{paee6{D1c5PGE_{Utq!>^WV_B;ni)?X&GW9q-X={}Y_ zM!w8?7$8n{@L=X8pt#Z0(O)YV_Cc1M zB=}$pBW!@+c)=!kFrFwQUSx=4*50am!+>ldf;|t2OX1x0(YfJ#kb1gfg{5`Fdpi(# zTQw{)7ZTz2bI4GH@${VA+U{VkD5P`#a=N+xut^3(Sr3;()h`xp%s(!>i7t#y?9taL zl)a+oPA5RAx5m{5D7ZWjew1PjBr-Uf++P=4=VB18Z3_4ONgVZh1Q*X?nUxNTA^r?{ z*b%Vwf%~5QqdA`s`#O)4@*0vp8wu#Ssh`9xqg7gtsSI$Rk3rXSKO7v4X}<3`XEvlI zm&Ehs3ZhB=b@J}UA^cG8rJ%CW#!%>tyuyvm<&rg!VgQ_Mo_zRfP%$LSD6&5eyf{Xl zWKPiBk3xk7c6MluBqjaU$g%?Tlqty**qF+OOd1*uz9xFnq~(K8L<3inFKkeqv(iF0 z#nj^|yFR{|s=_Q^3b6>Ia>{a?`B^e$mkUD8O|z2|Djmql7HMF4Uu86Nc180XX*S?? z7p|nw(thtmuyg#~cH&FF$FkC6N9VVszmiPAS^4_b#RD~S zxK|>WMQ>h|m!G=_d&L?dNO_m(0Cp zU1;dqr>A6B=wQFW%ooGTXne-i9L(R@_F?zUfDb=H#8kj${M}yIR^O!A*Mk2w-8f&I z;8RJBvSvL3dIS`Y&Vu7Z;+A9#wq{5)*_UYh(F0SOSdHX^MIrDQ6jI{N`wx z%L=6te>28gI)HU(02G_LJjJ9s0$C+lO$9Iv6`zFG9Pd7}s37;N)RVq7r$H3h6v~u4 z(e#%rOS|aFb0#e4sSsV4jeiRkI-2I1R)xMd^RyHfEiKpXk92+f~b1aA+G=FvH^JA0ei%CR4qWDeOzhqm+}d zvR%rc_;pH`pyNg)TXeN@j?aMZ_(v!ZrW>HKqElqMn_00~mW$M%rU0C>@Rx%Idb?jz zRM;uK_J1jNw~>W;K{q%qSqoAyGi+lKTD|_D2G?Y^J+prvP1B+hw$q0+7JP>U!H1(8 zn0R!PZv^}TIEHQ!?=Ct^n`~okPn-Nxz1N?W-*O<>55H*opH3z=TVOONa0GA(Zn!gW z6j1W&mG5EPyM+>uP5mkg0g9z}Pb=53L0sQ@atWJ!uMC4Us522}di0v=HmmW%t|8ED z(WPztLZuBZ&P2_8g3c_!eMrpk4-mD%Ucm$d^=bV};t#Wk=u60h6nh#IB zE#;fp3RvL2(AHLr(W{;|_x#7*QTO+cDP1}+%+y1Q8&wkS{Kt~v?O>I&C+Lq ztUzbL;|V@6?ZL+=i16h_mA;679?-Ir;ZA8oA{yH$)S?KWbbNpw$gbWTvyUz*+F@+o z_Den6<^%fqqz$qBU$zqS^i)3pR@ z6!eBZX%3s5E5NxW?OTPLInILhKM81IB(+W$)*;~~(6lcdS-&{n$uM}Eacf0q7Pk2s z<<{+IrSt}q@NO3;4X?Fy0#66e8M+M(jfSHsbsZkEsXLf5$|qZ=Icl)W?W6`lgVMgD z#Bc@!$h}1iQ{EunCknnyrc5dJH`(u6MtU;16H4{8Xro|+>nudzD6gG*ZvTqPOE!lf zSf+;zF$fJ|$=8*?@O1}2H((ryb?%t({z2%#wk|MBj!sT3AU(mv{U=X7tuUS=X8`+Q z5q<|w0v(BEKhEkt9xb*cNDJ7qlw?@sZcGvuuGD*DhjI6 zAQ{!vm(Hjt=Yv!g09~S?gpThQ@8aL;r7Hv0ugVWY4=(rdi z!<~dAKTSnr8Y65E{0Mp(SNx*i=x0`$k1HRIb~!mfm5vQvK=*Sq)5_)6Ju%vp;cyfV%(bchE|n&R)hZ5as-7)>nrKP&9eK`G}^4(fgL zb~=pr9w{F78*CWvEAV+$plh7IUfy3Msrx?%2v1B#gRk+#)_w(f-OioWo_&Er%IG7@ zh}PNdv>pZ#?6+yIviHW>p#bIZm|5IQvB4yg%M+LKpbY*#jwDTwZS9f7Mu&mu(jf9J zP17aK;%T;f^dsn%iEp$eFisCT5>RngP=WQUIzp&wQbHv$V?nKI*RSewpf{ToSmZ?* z7vtGK4Em-jRm}~q4H(Lfbw1Jz!(?$ywiIe2(CI9}Yl=G5an|r~weaPq%vVa&14=`c zh&&azzVje`^)v(|%j^vo-H-%40-l(HRo(9?%NXz@~v4_Fs`h|M0x+S1e-1l&+AAfrU&o7Qf=TNnU>NC6g4CS0m9&06;?-=d~ z>bN$=B%mlPMOi8a5g$q@4&X>S9LofaJ6}r(TGb}wY}jD!0a-+0MBAcJLzJ3`$Cv3k7`Bwme%p4l*^2B*f-Aq&u_jM za9^O{Y*Qk%+!vl$Dq6TJI$S=)4ssh|niZHeuDN~`DM2W$Ffc`JK1k_U3#at}@>IJZ z@l_6J@CW|GJOS>Pfg2zT6}k{(FwhJTrz;>&rR(7@pf{r^47aKaiOFl+)2Qf|&?^?1 zeSUETt}&Ii7;%QUG_R0r#j@_OP0y}oI70T18FYMsX0s6tEtku5W(w-Wz8<#$DR@s7 zH3TrX@-vL(u0yZipWT}_oo+{1mL$27M;WiV&P_!*WW`=n`glJHJw=kX}Wvz$3!&l4^Oyx7Q9|Z7kSZ+q+ZAeaf6HF1QleGNau6@USa#>@+yz`)ltTS z_=;g67G@2yIU3?!8N4vrhN)8q2b-TXZEi&oKvG_nNlmm=5q}gg17t&$1v>LOH9oXN zu|XhKnZQ+Up%NBQg$US!aDNYnzuTZxXNtydbTxYi?D{2nUF6jNt0fazU>DmQ-IC)A zeGssfQz$!d*_2bMV2B0Y4ICHtN97V^l2#u;oGVli;wDkE>HQZ|2 zRDUF?rFtdY7C&^3^8dajPlmc2_FCZ*;+u0;cZ%7!?*dRvfFj1}+}hjnM4f2Yf8MwV#$LZ0$liAdeJunATF2Mu_(_zuo12w+`C7p< z;HgxhmvC~RV{~bT>&4x#*+D0yik|tjhit{v+*CA29oPIJ=BUyA5ioG;S?l<%(=S0b zW>VqN9E^Q^*`2B%w*Qnh)lg{h$2LvTwk-ub*$ecbPU?pF^f0 zsrnMx4LpMl+pY`_s&}_%_!Esi4`2c`>~rb*WzKc^>t@76wKnjbp+j>$io>+;76l72 zE%?$gVV?I@;S&tZ%~z4rx+=DdYDb-+VK*qq0%YIg9)ct7wF$n zQ~k1-kged99y?n)bjHv%sc4%nBJwR2&2?mOtSLw23*=e#Lw-;9w7y>dZPsYrWw-XG zhZNYv>u{Pq@Xr{keCy59T*~IV8NFz%O>Bnu4W>g)|bxI0(N z&-e%HgPPUpOcuEK_Lja>8UdyW>|}6Q2=O%&raB;pzB3sc5ULhOF3d_h&lT#A2tKir<2!m(t+8mxDxO^ZUZbmf7Q9WS=D} zbc67_B{F0o)foceFR_Pyx_IUPA$Z0$8HLQ`R_^bCPK`bD3Msq|EG)R$))Dd{e9t64 z3&`yjC^hCFv?J2(R=%Fz0nrKZ(hWF6ws^|tZHw)l=YZNGl0M!LuEV~_23Jp9pVnX{ z9V~{2iyY1tu55)snVa$hqUX4X;%{QhP*q6c8*gEf@xeB7q5MredGlsHc%5YB#iP5A zD77#B09b+d0QbtBT+e0lVz;n^KPGOnV-tS2;iWg62Un&Jk*?C48;?}j+Q+<~TQ(;h zO2rLG2Z`!2x?>raGZ2Gs`$8mR>KLy7>tZg9`tKQV0z0+V-)h1Z#z?!CDSOzLM^R~k zKAFtkVeZLvE+&VeZP1jm!)|5>;NJ6k$Rk_Eb5`#u z%wqp~29+`v2vhj)G#Q=0qXr^xw5pr4)QuB=xKH?Bs&*Vk$5x%H6TX|e>Io9|Bnk;A zfh=TH-NnAy+V^ka#jV3mpejfhMo^|jo031XvKR+RW~xfGEWb08njpwwwqzI81(Ut} z7wQwF-U4NSO-qs5$&(CYkb>!VqhF}69rDCSnbPCOa&+?4?fE^vU;S)ITVm-$469SN z#~^_=$gB(>BnKc&0E?s7WS=Cis0Xi7VuxsDF;)k7=cD*Q!s9uMRgO%P)IM`Uh2%jl zmp9so(nD3$YQ}TC5`FeQj_ZTinR5*6$UAZCv`PDp@TkZhZ}8!&-4D^AzzAa)V| zOEa9`#Vm=Z=DAY=7`fp-i34bo^h>vL3RRE0|0Qtexc*px@m8-uq&VPkcJmCCxd-b8(;W-nP~^UO*q4R<D``%SQ66w4K z+zyBwqqYlSV@I)eNzUexwpy9LAcjMqn%8DDeQ@ChzY$PH3_$^q`k}h(LAy78L-ARY zVbHyL>5RO9V*@(Co{x|*SiP7b{veb;bD_zsG)0 zy%(itY~_eD!si45lPPT09*HEo;&KKTWb2p=?um%Hu^Ws{xy`E?N89QzBX^}8QbOaj z$i8+Z9TH9l{19z~L{JKWtP1)VN4(6*s&_WBKOD9;aC=sc2)$dogmuzUskSE(twA)0 z6tEh2FjUVZS~|Q!2dUo0PmWM+*>J@$^s<8JGuoK8aXY3n;({k}%G0y{W=p`W@xy~J zNXl^K-w1p_zW)&0GMR+@Sq0VoXK>2e%G3)tIYWDq%f-Jv9|;Y|g}1HzPe&O!1kUYM zg@-&;UqA>yp*#!~(dbW39Q20WO0LO3>~b|=o}vC%6*N`cHw3%FT+3oRW3?87puthT zcZ-TH*9pKTU(}x4_n(8`*7P-+?9eS+$`t5X>Zn1yv{c$}6wHe74RT$YdutaElvT6# zsLO5HH@Ap-?CTVjqk*3`mn2N^@MI+$c$Bun94wX@Pj4o@95b)7mlN*<&)xDO(Q z8McJpWg+AP&;D1cc=*Ah&1C^_2OI6;M9TL}pCW9MMUalVt69xgK&y1mlTnAToKNM{ zx&Ylmfo<#i6m%+sr|l9%iXUF<6b^lNlJPtQ8zPlW-qpCpF4%5RQevoqeMP3nfe`U~ zW<$X1Zc>v8GY>uG`EX0AMz{~DA-gRC;V7$QVt%1I@!SKUtB^*i=LCE=?e-fx;cSIa@!XqA}SZ9VLJAF zn48T#3Y5V>tTO$anQ8*QuN@n`8QZBk%vBYsLX#0ge@>FU@LAbs@ekV6pt;^+_#rnY z$kj!LqcRVYOjBf~m~9-6cxfx5T9}m7R+PcW8OoWng@*0{bf$%<@VfGr2D#+IinE4= z@Zx<}BP^k5KzAgQa+QQC&AB$LV|)ir_+RZVgXsFpr7=<(>*uk^b4F`xHTrqfmc;{yXTBpYLYC5Q1_rUezi!Sh>>wF(hTStqsY^jFoozeV zt#(#M5@}2tvJXnbf90&Lf8kckmdJwggayC-br*gSXYvxJctYgHKLycK@}P_V5E=~_ z76CF-YFU{{;5bDJ{nWl zIZY~En8wj+{o4hB4WS`YhrRGHv$2{*+-=*dC6HwjIc^03hM$N^@SIw8Vc8WwUb7{YzMX|AvSN?TKPZkk2+L+KluyK zX`~m`f|-;8Z2Gj13hRz5Jt0?B(^_^+ev}c)H_e5kBon&*J1N!dUZR#YcO0Tcoi1mL6*n|;IOD{F#E+2j#z z`ej?MZoOWjxPW-#?mO;xBopsM4#95S?4lA85dFApwTD2eT3O8ba@>QT+~}bhi6=~wwm5+nkqauR-VAvu+wJ<6CA831c0~bMhLSM8Z??w( z6^RHf?YQ|;QNop0?LR)Wv-VdDi*{37jPA6Xy@N(a%iJn)`#4%;Cyb{pgPAN^{gXwv zf0DyhmOn?vr*A4F4ox}#P%+A6v`){*LBmYv&%Jmiz|>%L)zHWr=@%p4HDy}Z+VjKF z6R!7@z&~2D28vv;OH{mPtE_4Rdg7T*VieSAl*2_Rv1aLDo?>e zlN0eQ^2;WuiRq{c7s3!cU)?D-JdTfgk>-3B6fq^X4>%)_3@@A2qIq1#cV(~ermX~I zO`fvCwDWaf%(X)$1jbt@RIP|TMJ3i%Lg^qS(GzxB7Dt$N>Mk5k5T6sEFu77o4#BOs zI^OqHbjXXlW%%gjjz@*vlHC!!7-q-}0ZtsJkCV>NQP$w_1MDs7sL(+WSVUxVtY~ev z7_}VYLi|-YOKAufXyjQE4f{w}6YU$}w3o1rjc5Bb)AE(r*sE8KS9pCxojY~agQ#Fq z-Mu;p>P;)=LM>9nlNMIXK&$LFfJeXW9bm(c4rXZ$4RgE zprnP}@?6PpBJ;x>OraTCeey0w^rh_B=)zHRCJpHMxeRP=$_omd@15_6dpoUBz7|$* z=NWUyx?1nZyywyWGDh|hXV`o9!jooFOY)Gv>?Xjrr`=u-i{DXB;gPppBBZ~DUFs%E z-0SyTS(Hn#S}ON#=c-V)g~$G#xf{@5IT!z4=sM~DxdJSC@G0^CdImETNM_x~6YLuD ztX;x8a=ELGOO7i^<+3Mgu2-whGJ&t8nkUXRaVRhr1`FIjfjFW3wornNJ&oTZH%1uB zH(_>}^q_7p`d!fl*Ru6LO2gcN_Ub6=oX#ZiC?*6B8mmki0#oyqHjgd6|5b#pG(WLP ze_H#tRdHf5VYA+V++{&M8}-W(N&i!Vc~r!aW8c+v&~rElFhLT|swWz0=CZOU3Lo19 zgZ!)Wcq~*we#^(sL=WzcZs~LrG$9u?b$sTSqP9qPNc9aWrNCZOOWAc{RZ6o=UtN<^ zdMeRudyEc-RgO+(jwK>H2BThj9Qm>|EPod%Hodrz=*<3J& z#RPtvxyZUw;CvBZw;XG2OSB8~hGUEYD^~KOP`HgL=cUy)l`JdlU2S92NvijCXGg}q z!>((%WH9kQ7eWlT?kDhtblICvf|;(3#k9WDT6*bKU7A;tJX_z*)dp!>aN?~OD@+G% zzB#LkPG5CD_IAIe!I%=fu2lofGmz2hK*fXGyVJuycJEp`d+TJDLAGA)Ly%yB3FuLQ z#;$k$9ehVc!wcsw3GP?Xi1Q|=8hFkZCeWQIBRa_XSlqk>0AmaPib+9!$u6`YByYj( z&3+&&+RY-IA|jssxB^~zvEb(p_=1g3v+?N9BI!n{aM7t6Yc1Ml-!!1R<|*;Dq;Zb5 zDu z7MiSWMBUT`t@^g-@20R&zCM5X?laR0GKmy=EW?&Z5JnM~J)&g5-2$YZg753=5N=ekS@PYeV)({S9u@e8Ey(U7R|o}c{~+^pCP{vY zpf+9n22Ii}JDHQX6>O@}8-cVP_BGOtw-rVQA0a<%XFI7^dvaVY@D%RU1;dP-f z1fi19{y&(5btQHuQ(SsgeQ5Za*WPvPpB;o1)y(t)M{+N#l~X#v3W}Y4!ZdtGg7IGT z&CZ3+Wc+!3M^uLImo|9zBZ3YahnulMb7*8O24EveGW`*!G( zM5L!|MWltv$tP?z+QW&?uC+gBXrFo)T#mY5=)axpen1022hZD&jb@vC2=4Y-wQ}XT zv8ywe7;d&+`(bdR9Q*wi><2JN@o*zYh!GEF-x`m_?0=KtB59b>2ySj)_k51ywAf>RhHsOu2*s>0{v)H6W3F(mG4QFQj`4!0O%H4SaxMlTp#{+ zv^pP|s3MwrX~|{`WpCjNV#HrHzNo{jR0e@dHtT6c@}1V@$Ynj52!3Bozel_DoNK&! zX3}CKHywT&%fjme!aO1qUa~Uw$!KDI7?UCsVF7}h2c#e zWh$b^P0=#{eJWj?QMxefE*X7T14Hi z{n-sTk1cTq4e|n!BTt9l)9ArttU)*sMr{CN7jsZvPdSBLNn;D>7 zkvVD+Q|G7aqlx~nv9g26Z=sg604OVqJ6pjoOiZ}Sq#DzDu%F9F<#oPm9Cfm|uI zBwq;8`L5H&W!Lw0X0$dv38U7!-f&b=Rg<&J3}WRM*@gF53nf>RdM~~^xzW8Zqra-B zer;o7X2hMPhYd-+Z;h&iGVFWp9WuCN9CbR<&if|E4Py&$`iZ+;*HqQGn;Shuj`cPV zSY=2XXL&?EGQFHWsS2ZehIB z4=%%hcD>23GYuiv(5~Wsn#9%DoOpRaT@OEp6|yG(%ej3DGv|QUrLjaknk_;`BnOX7Mf9`p5nMI2A`4Gbx0ZD7jVb3 zgCLuqf41J@mibOQGoNb=g3uU=bHXg0V3C66c ziEqxn-PMV91@Lyi^w$`L_eXltseQC>G4ox8P~SUo<_Fmfv5Obwr4DIV+m#dgzI42S@%^9g|fRJf4ODwx96Vaj}@zOk)S zpMru6uRR4L9+BlM< zz49UNqs^&8_`4{9MnDsRRv!_5LJ3kuCJS@w$Dd(!!w1XhA6035Covxi_TJIJa;zCr z_N~MwUD{Nvb(kHyaf>mmM0%D6owX&Ox~!2eU}AE80Z667zu+HCN#}MAzIyKN==-w7 znSuT^4%`6H!}@YlzXgEPEC6M^V!O4+U6RV>mabn`=#Ow16985IyZjJWACQG6FI{cp z@?Uczp9@{JdSPF10XLl=43%{{`{HN}DG0aBkYgLY%*{CJPwj>U;T_KRkE&``j2gY) z9hV17G(mJ@@V!Ce107JM#uWqO9>BpMle-Bp(2aJhm2EZBdP3X)6q^x<(GH_IlLPW6 z4o46`(1~kt@fbrhBPX%znpz{H{V1CK9PznnvIf&tfncw!nS9nf-KH4)fT_I)kKk?R z=IY2TgEnRmv25&3)upooLp3i0cY*!S`L>wHO8}P@`Z7_f!=gHAX%6BfuE4NoC3!l5 zKXb@mX5cSAr)c}mB*;te62tCUl_xIn5Sh%2EO|o^aw5&J3dSkR3hdwhLuaQQYaXWit-T-lobctAkuIz9D zeDcO{`x*`=Y!~+2k-*Eow{WN)+7284xzY->f2zRwEfilXW1^LuCKXwP+D%r3NeYg; zI!!ox!0lP7Gi~Wz+YCy^H4El4zv=oJ_~-vnR6PsxG-u5-J&4C&G7z_nnkCn zHlj7-Vf8Yoiie?Uik{tA08lv%R0l7^C-Vla@3l1wobO=ffesFWA!ICK)G3jWeTP8Y zF7KBSW%64{z87ziaF^)9@sk%^Le&NPJm9-ZO6^W0N7zJRz`O3yPj{UGI|Poq36#LS zhD9O2d}CAU^UaY_i zB0US-2eGkm4PK*@2Be`UgU3!QV1eL=v4iBQx9l8C9B^FHL?swU9dcF@>31Rw-RoI( z9Td9nvyvr6@&Jd%Ap86jUGRI{ZRx*%Y{xMgZ0#7`vIsc0VxJ}~=IVcd6TiDJxdS4n z+H*kP96DAvdKFILG0nRX_^~*xMG8}W%plLel1~QanPu2vLg+*l09}Vt=O{*tmqI}L zI~|ABZx3lsO50cTOhy}ZU!=KcCVvDG^hjjDd8wCxV{3`XVQhI<{GL!}cG3r&Vh(zz z)$Vk3@f)j~mW@trV1)^_dYb)$UAuwD>y>B%eT8xQgG0mt0XrTjbwE+|wa2G-_9gw& zPyyzq7B<+ofnzxkEG=n~1CH^%K^99dCT&HXf4Q7T@8))bhV9$3}AvIEZ^o#Fo<)yz?kY*JzjAjZO#0+W7RnO;Stl}2ARt!R~ zN!!_B^Ug>bW>XiWt7_B+;U>sRRZK*8!NJ$YCM^mn!IWu`YSd5rz$Jku_pma9(4j(z zmq@c^jUtWN?9mPgY0bJiVcNL)%138+S!$6Rd9pQIP?y3I*M)|yakloh&zB0|US|S| zIlMLkp2;&PsE*+zD%pTp)FGoFb%o-D<^`v&TU}1&2z~9%RgRo&*i_wj>X(#{JMQ4CCr82Q}FN)8`;duxkH1ZCb=)_Aa-^~VI2H#ZXQ=MXPSC3&M$Yd ztad!gK5c|*YcXq#2j4&zn!()pQI%9fE@Vwr^}!>ysT~c5!vuzrDp9;QfsGF`iBcjM z;#(0DjFzSpfs1)Z@NGj^Rq$5z=Cx3%&q3RV!yb{odu7K50z!c9SF;RD*DJ1h64C-f zGUQg{PrtRTxKP@?{|-C2VObSw)>aebXlbQRK*A!m<0t%xw`*_`gY! z>MtX+)eo7wDVOhKeo)C|;ptFU6>1W(SA5TiBd?sZm8o1^8Hh#!HFznpR@Q|H@wCRn za6^>~i`P7A1xjYq+axt~>YTy0?dU2yphKE!)3fPO^;Z-0!3l++UGop(Wc4bSQP|jn zh}2IGVrzd^YNKBQeN7Op%>CYGVicA?DBZ~I6}rvbI0bJ&j%^T#(Lq7YeD&8$SR1kb z4id=L5&_VI&TVHRGXf6bh|B^F=t8VHfg6867%z$b6~EmNyikzq1jU}!cq!pfSp+Nd z+zAr3Z90=c4z=9N$lUMtdOCdtK?rC}{yJEmq8#d#o($VZB|3G9`+PgF4<`%sjO4_? z<=ELR(p_@fyxC-pK8TV5gLT}wQ^2(^ph;RY^L*rS1kGcH!50l>_NqPzEA1zxo4+wB z>mqmkiS@CY$wT{AXSR$QB>^T5LdqO&@S>Y= z?xrg<;k8LtofmvEh;6kChu7ZVhhIVdCA#UtxC2?IPTcJCSKhD9J#zFmN{*4DY80A0 z1()Us7$p5l4jaSY*DP>T+iHNp{sqs&%<%h-{%b9pHES=fq~oGi9Rv5ErKpJqmOQ3M z9S7{tH`GrYw7o9V)_^|rMHmXUiRUpQ&__}R-oVGX0E%zWBE ziKqELOM0Q#Xyb)z7H)kIohI7C+Oh(;%}hvKsc!T{)zh0dOG$HDHM>2RRj_4fhf$P? zavNHBCX^&S=w1%&AX|5p;J@SMx49@DC6hmZErnp03opNigkWvpZlab3SV^kd3?M33 z!bsJ$VSe>W_FDsWM)H>9sRJ8$!qYY1n~c7FO#F1=*ZJpVj0D~!ma6C^=|nQ=C( z18n2^ulss8R$N45u=C0w!E4S0`^Gy>I1Zxbqsc}dPA3}oiV`zTkDYYfV>+5YO@#A4 zksq;q8_mA6%WIMac{NFYbwiqGyaQ4gE=_M+j;c=j{6-W1#v6fKFrACrM|E$`R6VTO zlKmzEv|lUC>IKw|<+-vJ&huco*97YVlG&uuQtr`yrXj8W6IFKaP`bbf!r>bow6rse zfX-$<_~GG=%3ce2Tzpb`(gHn0r44Q8G6kLVz(1bL&|5gu>BZ1xdeN(};VC+{e3rvh zs-6Ej$A7YWo)y5!Y;aqd(-8LE!*BmHV6okZLL%JN7H=*sY!NQ78nqlB+1jOJ?m8#I zXRjcSHnjRm8gEb>Wred@INj#>{)z;Nt&AlJd;1-Gzyd8gU=Un;wAg!$-Soi6rHy@i z?$&;&{|fbqsA`o;lNU-R&8uGSlkrdy z3vrGN!Bj$>AdwP7mmqX~+&~rTE9^oN42F`ChoC*9H1;Y{lfI`{GgjqLH3M6{-15cy znHI0+I3;}1-Qq!z{*d1Y2i*bRpIjJ{d-U@pGAXI-OnRa<7*RRbW6v6QqdVLwCK)G4 zC3DxjnggYM<0;NnD~Otz{IlF>%Rb>vpfck0uhJ)J-JG!{Z)5K|N#vncyz{=#zbjYkTVlrLe^#t|dqe⪚M zSUC14NahLt`pekAH1El0iVndcDZeXEY0hKO*zN5ajI;&Mi?m2RgZn5wk{j5j>5#<) z0lJCIaFnZfb8L@i(x4BgN|~4 zVvCbteh0Gz?%2$gFKTrGEoD=_{EP=@gine((jke4kO!e8-(WA>Uhsn>0$C(FXcB5#NKWeNZP?p&|R zpMSOZmY2LmVMIZcC&0u|@|$eWyW%`qt$%V!fp2X8^N{jqLvLza5J^CJ zbfVx=H?CMIg){s0_y^SWg!oRu0}32y6u_cd8BEGn7WxL z``y{H8n1l?iNQT*8?1tJMO7#&-=3D@*_0RVqCn_MUf}Ka7_m=_!fkkmC*cyYJ+teay z96P36#u|hh5T+*C#LDeA&_zg$2xH*Z*;@Vlk_cjO|E=bOMQ`#hmx}vYei*^bG+Kt{ z?@p!|ZbdLz2iCQd<|{bb$$y4*ToY95Ri~9)z8b@qSRgCvbqdlM>RMWYFC4d_XqRd(>72;NumEW+QDC%knYeE@rxbUy*5RA^a}k6no>XJlVF$3m)$WA7(pV!|_UwzB`iM&3&X)2; zVQC?!M8%peFOsqz&Qw{sy^U6|PomkXUmI(SODJ~?gkEJe$R_UF$~`sKUY&89&IANH zj1XrGo{+7`&sCnGfE?1f^Vq7`o1S5F(GuFQ0TlxY9p25$WTr)3@IOvc5JuiI5#vYA z(u`EIm;inH4|zN5Lp<;1(~{%P@*jsVcXk@|iDF0+P`qn{KVBBfMK8S5 z*->7_h;+M&CgtFLfHzbKr@Hq`>kBQH+xfYlajX#gTlF&k5xSS2yUOwX@RYqkXO;cz zc&qUr@{kjHn55hA4vWe$8AJO{RklqHoh2RA_Gk_d3ADKs8+L;nFuODVh+P$T!&3SsfIuYf7w2yg)|Q3-}& z^ATlqICFzw24Y5Q{ZDJJtBzD{yeO?}C2hbi{K6EMr)yoX1Q3@aK+|0!c&e-Hu%S(o zxhV7Mic5cZpXT||NG`k=v{)-}sS2Q_^XrlGpCBag=?ruS;b?j-8|;EsA>eg)g$05= zCQyq{S3)>MIBh>Pblv>+Mkm+^k zkjZ8IQ+V02eO@1<$KF|svSfi!Owd+r0H;>(uqBEXqlZ(07mN64qDCfa?VYT7Pr`qx2g+IaG(Nxj#l0ThHw!Igje4e%v< z)1ph4(%hX9(+-k=l8zyh?tNNqTgf*-bFit|Oo*cum{$sU?{sNR_u^lG^V4(ohr`~! zfMo;WvK3%*HR>E!=AWO8YAa>yXP}W@OrAx^qnzga zqRkk#S=sY){KCZe(m5VW)0lrg;jG7)$KmeE%NuX765BhTr^K*PMgqc2EGOm}DYl7j zzX%x(77Yl>s{NF?!$2v^!g~?RCIW*e{Tr#F9Bpf_eVm~Y*(-8S&0>tKfUT!VUbb+< zvUDQF*0wO__GZYodD>;C#S1FC5jIJc zS3ttT3!VNuUvwIxphFJ~05VaXkJ;T#>inl2UdxLld9b5bnUMvX)W5(*CI6@In;Gw5 zUP?BCiO~rO&OLd!@}??)5tzU$SZnNB&HW{a5LD`|&Bz15I>|wmO*{Dm)w;-y+H0Cw zURO995Q+Aa9^|i-jqZESP{8~A=T)@qv<`c+7A;ClS>=xT)SD}$nKlThUikJ^*>(ve z`V7$#;uC~9hj+(6_F+57)_`{iTNGpSbFmK^+V+RuJ!}AbCl#4$hBBeZGccBRmfHLS zGR@*2-c_PAmKgKIZQ!y0JsWkLll90h>X=+Q4F>E8nIld7!SPIQ(u)#nxG=Dh%paJp zD{LgDYP3r^L4=xCMF?Y9jS{}f{stN7B_l1qgC=s)GH5^Xlh-QDVqhhhZJXTzFg~>I z=`7UyfHcW4qkNpmbgflq_K8o)0odC#1krDv@p5)!5Plk(gHcGcb0B($eA<=k zDEb>}xNSCDZ2xbaF~o6R8_BWGLnD9bMqsD@dF!2-nD9HlDT_<`TMQiV-}VGR0RT{N zz?V4BFX&q@<{3fo_v5rb@Q=NoAtnHD)%!(21RV4wKRwG|@WcL_XWjJ6^u%BA+j{bp z=kT+tweveH^^5uBzXAlH_QjyHow^r(ST9F94w13jna~`Sm&heANQJ^bdbQBl~_g ze}9byl0@$KXAH`S-+H})0RbR@fUnkHe>})yM%-)uN5t6uz5hP`7$E+Rk0OEeeU0*d z3I2>yMlKJhKyhe5oc`LYvI%brZ@JDx>PU>1Y+OO`|-^moQ zol-EWn!TXAn*)u-F3jhPpl?6msi4L>f-D$Lmss3*_J$^9RbTVgr&~oz!!ua3?^UVn z)MWvbEdSath`1P(xN;ZRnszvVfZTeJ8 z+Y~GByoQJe$6nWqQ8viv7Vk23Zx4%CYi5Ksd5L>8rYpFODSzu6R5|RUahU=IAZF&; z(5hWUl8m3e`wC$b^f&Qqeb#}cU-mJP)5OYj8%A)uS-5zp?H?*%lPYC^Zoem)Lx(p^ zC&)-6HBLn@#S0(6m>OT=xVA&srl6oUMJ>JF@tyGLPYG=PvXYp(Vypy{DiASmvu%zY ze6lP%$*{s-5F2cxN_jo2qP7T7$*CkVNdG;W#j=q7Q>b~fKp}ND7z)e#g|yiLqXTRZ{V%*ds&zK*QDX%};!W2H@Xw4QhvP zs*_#uml>*3=J*;*jSt7)ZbK@TH*~szm$u3j28r4|*OLe4U$I)xjl)muU$*gY-8?y_ zKzFjZ5!?e!9wtO(XF-zje59V5)RWcwp{Hzk|D0hBZ`lx}Je4i&vC%7>+i510nV9aLF5JpSZpdINI{Nypf2?n0J!8$@SA0z20Fzu8J5uLv!|%+SJ5{GJ0m|XuU9w%*S9uUAp^48e3A$iy{y8lTBIl673Js+Y zw4WFsx6!?2psG5(=Pc$yBlTmCzF$&e#VnG&Oj(0f{6`U(OCKziZ^2)@8Y_8W<&exm zXm1Inqf-t#dyY_E_gYsWpY2Z#EfT^TrX2Fq8s)%*)rT4ZE1;R&k^+IRut7>P6~)DE z@P?e2ZJShN1J)qX)r{e;ZERGXI-Czmm+eR`hY67(3W;p9^T=i$=lZ?$f6a7W6qX?J z*MUi0&s@G+Fpa#jZZ*(PFXRNs*J`mF1qOHA_;4<^J^b#3oS5V)*hLYaEn+swUI@L# z!AEdS_@L0zR5k22MTjSX9m;YAhH%}Ck5kU_y}j;RtD$Auo&ls$EzRryn2tq>uD-U@ z^YF}G3a2VFjNzca@UG)3;56oC%|%4bqF~c2A2sE3P2VYO>~LC`KIZf=rzInmL(gm~ z$kKM;j9?Vxy!8;Hz>#?WM1;F$$9h(M0TYlhs(w`L1!9n`v}i)#I`nmsrqWGitM_Z0 z(!WG7l{P^9@NViaOl&)Lh1x_Ah$ZTOGJBXj4Xnc7p`_rW8n*PdK7awAABL+KIhVIp zTZ&!HbLNopP8Y%=h{`fDKUbDqHFi!urFo+7>?Y?nm!k@J?T-Frs8c?K76TFW}n7Rr%fkp zTZ^K<;9E_hwBP;b?*iS4BNCWSgQ77}rlrrQcvnrZCR9awN3Y>ZZHZSSq13w*aea&W z$`yqP(H=u~H_&J5ijMU(h*d+o()FJGmC6zrO}iut+@9mVa;td&W>LQ*(rJn?@1`1C z!?tpgU2CdAG=HKAQ3x9BdnwNW|DBob;~_2ee=cOqT~is@gX_ROuhzK?x-V=-c_h|I zS!yG$xhzR^S-$;}Jw&d8$-SpKmjX#4VXTSzwf#cAfq z1Lo%8f)))0X4O-sXs2`0CI8|bPKV2%%VAk>TI^QP0Or=qi{++BmMg1L-fzL#{R`c(s`gVC@Wc~C} ziLUPu>opfgDhvL{)VR*CfnbY`wgJy+LHgQRVG7avZ~)x!>GR}#XeZfbz)7L{<~ z;wnw*ME79lG*hwRLI>qwA^``N7DbHT=R1I$&+;#|bVR zV(}yF-D!^K?~kZ9$-SWr+xceHY`)sh9VHz zR3JPy+TGZuc82#}ZN7}?)Cz;s+Zg5q9p7F;TsvDNXj zqe&v}jJK_AYeqY(%x|_DlrdmW_=|L+N&!{biqJZ;CM8HqcKr$5QdooxAJLSn?*gWH zBedhmFI6{dME#XGW9;9`nAL5B1tP%$t8EyWFR@btPb^AKU}597Zy%f0^Ltbjrx+{+ z-c%#|8GGTFTz*dLjg0;3&-YryUP*W3e$XaS_>UfEW5lSj&JZVbXVdWw?09n)I5JqR zRPzFrP*mK4_Y*%ZLV5Ao5V(i;i-isN+ zdCS9g^sx_{jA{$$^`fke3p}X}Ub^eN=z%7$mS5TX;#|+b0wL6(V8s-hwx?iG#(Q;mc+SKa}f@7)QiePo7tO4lHY}l0mn?QjFx^CI1Q)E+iYn|?zC&T z!|u!&sTDw9Q3Gq%&)N2kczZ^Z%bxAeIH_9Gbt88#&a4?3~J21_V|k$p7u zJ2;@~nXcjHO^!{!n7FZ z=2QqnGiLal;Fx4g0OO@|Vd#Mz@bNT4=>*S-xvp92_J(YMVgG=zF?r+oobQJ1*lnRh zbN9NMWGLg(J>mvOn9p#guw_Wu2H_M{K>|J3mN2U7ES(%<=Y~j+TMnQu!gYVi z)Nf4y_p(?9&<-z~=6&92eCWNcfSeD^!My2@q{6wR`Pl{S{Q%iSKMw^$x>A};D!ov6 zKWCzBHnSS(u{`;#Al1TpmA!bGyAwuGu)Ruxln~=o z6#079=&*7=)&$gU?OnN;1@ZUB1c7NkT<0&($_C}FOn-db-Su-LG+&xZ>C6WO-*vOWL z&~u2zTxgg7a(~qrHg%GtA{V0$`Gaj3O44;L|0S~Yr%js+otVdVl&kEAww zQ?=Q}#SBAMxdP(f`>Niz|AuPS!li=x^tb6$dU2Z5Dm~JeUius|6As?^HA`j56;A0G zhgGqMvBR8N@?4>7FEuVr0B7*PIk5QLpSEDYE@zWd?_U^E7y1QERyukkTvC0kiz8G; zb6={tI%+sd&xJEyFxsh&AKh?Kac)}_@D1A^iTA@f=f>qozkic!Uvg)5&tkz3zREPh{7nriax6LOTofc0R6{+a+XE$k5*r0S{PS<;KF5E*j;8` zfk#3WK%M)6>=?s8m4|Gr%oaet5lsBc#nMUjil#V4mvY)rOg#O{{!-qS$P$06!xCsXK#mm5o8}|P~r_)V*U?0Lq+cRe&_n@sBHGpW9!e*$`KjoG4A0V{!_OM z;9q4;unLP7Hzc?tBI(5AIwbdMevx9&(&{Jo7wmM3Ai?CAKsXfT#eW>Z_SO|@Wis4w zX(J7o!*WnQNNEcuy*C_goHDj{;a7OdIOW%LC1c0ZeuQ?7`p&eBSMr;Ob3$5du>srv z6u$0ND(hHuBV$AKc|FF{XapBoB-6ChiWZSY>T6q4vN}*bWOnp73-L!dsJ9vc^Fyoi zT{<(b0egXjgrbn9dbZyiD}ysDuTJ+#5F+L2GJ-Dq!N)N?7NiG__L-gdfOHQ(&oj5` zhXiAvV`zmA*)n(migc^yO5I97E zF6ThJOR$@W!XuUK*YrX%n+&QG>i73AB|2NIi0^F`tBIAtQ~{W=rQ61h8~ZgBzuU+4 zLHqg+expOd2S@5Zi(xXbiC4-6(^CZ@|GHfrg6Ry?i5>ql$LV)=Z2pDwF@GT!1)qVY zXVf1{%nthkf+zKb?jFm1RFkIOOw>AVJ@_(EnP%o4O7rt*fGi^rds0`_NC7{28%c;mOp4-iMykfsKQsL{qP+; zIO%)BTEZbUvA73|_vVHi8UYYcO1uZnt5XK(e<0hYze$+XJ_+kAH9oq%;2Ta-pyW5z z<;)NFS5|yQW$Zy6<1x7Dw>&9uN1d=DbAEdzyLS`x7du~S+pct@dtaP~+Of3OkWRUTzx;EhJ7BW{D=5-T*tH8iZHu)`+%8u1;v&cQw||=qF&pU=Xz;O_ zQAArGHP^ST-QxQuf?a~P`?(z#v^^P8yaH-zOnvKaKhnXOkyiZd;p)7h*Hm#k{!<>N zmU}%Ql|>J_SxyV{25jWdMaGlX+Im4sS7@9sy<{FoW2HF*{YgKNJ-cikk2apsAflZD zZ1=GHg;z56xlge(o6pNc^$_qRb<5lfeWF|Bit$5^tuKK$YK_Ry=#C5sdl{)72toqH zW(t{_NZZ(hBMBK*Hn3VGFLtS6QETmz_R3?g5kR5~9CIOGCNt2>#VTnY4@y&9CF$y& z-?U`DG&~KElFrO!nitmtyR=mXz7WqiSuWhGWc<22@JL?w7Qe)c-etX}zOdCLX9|8qDpGJ^*PBok|Fk>8Hx6FpJ=S%!#I(2tRF zZS>o^kbD|BmVq29tfJ-eg}b1gQKvW@fpf%a)@?{Y$8?g;NCO`qaRI$Ls!~?2CteO_ z$^Xh>!*|Jz%RK7HeW1q!3+JTXG1k+597VV=qS?|}lk2i4}y670w#Da!` zG0NL7POmMK{m47+>6C^g`Z2VsrcZu3B7kXBp?}U#u8gUzq4d(TL4HyPZ&3SMM$_Zg zL_@mBF|;WRkYynjWoHQ#1wyKc&06b-S!yiB5sJzNxY@QUJkR~6n?5kcQ0*G5D0`u* zX~M2WjySA4hcCnU0Ob{}4{wGzu0@hV%ika2oz{a^jvBUc?+X~wAa$wXecNC{=|&jC9GxF94uHOY_WFHj{ZMUQ6`b zTb?9LZR>reDk^125DvUa;0Ev3)&k)|rawG|Wf-j)gDH{|{$u|MS-gzTs~CGLBEJYW zt;~BY{q2Evm+PaIh6TQuFp#-Aiz?u2aIRl{Lq1U>zX%%KJ#=@FbpJ`^t^!1K7TMA zDSO5Fybg~#c3?O=Nl2Rj-_H5Vp2gTLJ&9%j0c1T>hmU6Oq(0F>^dx{RdEiWw?M}PTh2X(1ElabYd3o2-8pLP5)%b31gOhsBaMcZ~ zoCR{@!!Hv@a#p-~f%pT2pJ{hLvDT@2)^1p@v5d?W7c^`<8gaX+a<3Rz`iWo_;@R^s;AvV~5 zu>(v=78qvWsxr)h_N=E8<2ZR|8?5khnX^xCv%TCA`Kcm(VWOP({FL!Ynb&n6AXce{ z8nxSr%8L!_=ww?gcjqF1a#!gi05QJbb_nY5cXRuu8H;{V?>Mn$^EY-ZqYFCmVtkTS zmBAbzm zHgrOk>I-_)K$FkhG`0)U^R81rY7ZjDoQ(nfn?ut_$xv>ZPeawId?U(Nx}jM!Up3g| z+D9|$S22yRus7{7Na}p4hTh6O*?5_uUJ|~Od|-|9YD&w=a9d)tqXR)J zfIrnevOXQNi^sx3imCdQot~%w*G60nRf{?KI71D_iPMMe;Idu{y5$-`zU9Rq^c%4q z7_PjoM+rMT)iGX3hke1W7Y+S)^?LY(Mett2&SvaKaDKpt z^92KL`~XNJUo92*s65GJr&dDiTUlG~3Bn0UU@1Ph$9CXZH zJf-`}<)b8g)=%Q}r{2u8J0sR_2(rA_Qm;Mjm`UY7Y~`uFHuTB&pQ>_~F)nL-!wBk5 z=-^f1Ut@HVq6~g4Hc38Q#0P(bo|Gq32+|N{l|r%bcMdk1KtH~N*2P73|0d&Qa#SKd zc_{dZ(?PyLq9NHVHmL}`jj8`o4NI`;4bIJXE)f4<#>iuD5#?ndG&~57kS8*wQyaW% zI0KgsAocAHY(86CoTkguQT3;jsTRs)I4q!KYk)M0R2U%K$Tf(?8f&f8@R_H?Q z&Gls3Z-F-uxk(wKX2i~6SBugFJeoJjCg9&u0q`QjA1Di~T9pioGA$0yb;Gn)pfRK56k)1GVl zx`aYy4W69hc}|)ENggJG{B#HO8&U$k1TdG;9Qdj+5efb|8t^D10w3P0LKN2gK-<7D z;phJNV*=bF9%l$d!<}>rM)aH#vOjBFjP7THfRf-y z-z9q_{A%>R;3m%R$vg2jmLrR}ym=jM#KPh+HDj_JRzCVYwgS1lsWGOtD7##+%@dx4 zKTiZIX2xf&3qg!%w%4&FB(^4#`qTPewB=~8M5+SrOo!0)!{vrr(9@J_a1)Zfg;t$8 zU`OCZ&VwOg`sqFR8|u9fLW%=`yFAYZd-X@oAEHe`I_py!R(6dnS1rRuNSosP)?#a& zsi!2I?bt+|ZkTWrMg`+pkCD7zl32hS3hKKCA^~j7a<}TjdotOqJUY$x&!dgU`H98DKjmOipLXjCc zN&*$z(kV%{+gQ)*V$Ye~@SD1iv)+Gy_eu^QWNA$*ZJ9ZFNVA@b&Q?n35;+1J>-cRy zu5UM4SXR0XUdo!q{r`IvA+xE%AAtMii_Ule(WaR!23SQ+VI1exeNe*(0hwqZpeVxi zHVqa33R+qO&rS1hFN3ZIV%6PtY}=*V*0mc8-=zV6T*vY}oB+ITmGG0rAmULw3o7*6 z9D+KeEn=0efAU7_7W~%#EOZPm*T1j-rN6h)Ma)QJwYS0bkvo} z^#NbxJXLh?FSjxHp{J4h4_x{?moze6n!aD*x&eq|auo8brQs37Hi}1yK;=&?Ps-O4 zdFO<-d#M-l+O?_YMt(#32@CjKo5-+d^a;lqz93V`uE1n0b=ZU_R2JXDG|PJWx=?02 zBf->lgj^ybyA3jC{dwe>Lt_`6y@?hd$d%u5ePlwYwYzHGdd8qPAZ3rfMbH?L{uwg%??G*HLl#P45wpAb zLOo}~GmnN)rssUhF+sv5a{^nfr-jG;{0{&`K)b&pe&)I0R9og%yD2P7Y0sbd{E9pt z!!QSdFLVnu%VdzB-zZsX3jI-~?Qqc97uTb0eP78ED6h_yf0sncMXxjQsTcIgE_|wc zAwF)!xa!-H!B%bG7x~FPNbN6PJF-R1QSE>)b<(7(u!lZZJO(oR5<9Z+fV{1Ap!+7N z+@jNDM|P>HTy@Q=;dCZ00W_F_+=(q45JhybIPh|S_HsZRHZ9;FiKi_>f`)TejA-9e9o6rL4|Q%hFzF0PWVHPeI3($V(?lB0`7x$|`PV>8!x}PPp2Kwjy{kJ_e%1lJ4RwUH zqGz#};xxgrxRhUnwtg1Sevs{*gpjzv=jWj~8Q*&3FHVdc*=%Uaz3FwF9oS07>$i(kHVYX{>=gEeC3f;t(bE>oa_dtG-gXDJ>ic?*`gL7-6Bh_J+ z_!{({Wue4O3gH_9nTVK<|9lV&emHLJ-WV&FlpH>&O(h;3%j09BIT36L`5nZl zbch@Frt(|JZTw0OU}DpktKDz{Kb*&{E=tExo#GR$>5s~=3V2lKSR z8MF;!q2kB#iLp*cB3n8PZ90D@X}JRN#b;U`&o=UJjslX=O}x0C8|#i+=i^Pll622I zuV;?65K{s%CxIrgv6QF$tb@|9qZ35Vp68l?L>NvgN({0$x_as#Yh_1qbx9Z9?^4dY zOrhr;Zhu37^JoYgL|RW9wN}}H27TS}RH!ks;kGt}z$=?=UHE8W!FfnSmB!$r?5be zd3rU_8@2s___NGi?OfmUJ%9>QKyPdl&8N#WYpAs#BJynC>*7&y21tp9FO?J& zIjZC?-B8a;F_sD5Vc(BfD(+4-X9J*p-xR6BxeJyQpyI(04L>H-vKt+8SEPCc$ z?tPB3vR%GMLjC~f`dWJ#?@9?==9vP#JDQ?KhSg9Rv(JiW{DgLMHX&fagZfOul)T{H zFT*-D9d=T5RC0E5B9Dzqz|v`C<<*)f9HsT@Cl7-%!;eb5M98It<0$!s3~K_IKvkx! zRcNn^7hgP`F=VxjP5)4oparM`LVbviGD6w{k6giw977-guegY#aEHz2L*`)V3uX{< zzauERc?!%f#m1m%nq5-3Wu=6PC7uuk(zVQvS_yrJFGsFiH07x{zEFMHT;HGD>^{~7awA1N z18UwXZn-E|W=uw`S#1<<&3d!!-oz2n8wePH#E^m-hhObB1D!Q`YD@EYS-g^gnz5{0_wu^q z@T0{x-Y9mMvW`MNOLJd^Qp$X3rkiuFU*<6|j;Q20`k6N%-$EWEhKkFZWpRHH)7v3G zB8cVBr!9Pv4)zdL26xw z;F+oRk8E|~GE%cLQTjGh94l}%xlkC`KiX!pJhXKDEkNCwiN$&Nuw$=~i6E^S_)K+7 zL<*Bg`_qnqcUMCWkv|$=Wuy0as_xPV!GWp50Dk$bF{Em*m-EG>yCEI&QhhiWGBaC zHAb5kWe`a~rQuKxocL|We=hU}@rN$PiXqt;T({8E)1uIMUJTC*D$Tt()Y^7S@nhS> zapSoDuBK%*o6gHn&fQT4<5+s5A^9UmitHdIxl7UP+$pONZtg-FnV?Md<(N1J3!y=x zxhn*HgzL&_AryUZ=3lvCiqniW`2V2h!Ky$T0yzY{tuEBzB1i#rV)Rq`KL&vT^U9LI zbfUjMW)vHZ%hg`bgTp)SA^tq-&-$6tv9TTbZ8&D7R9Wr?xQY||&YUvT0$GQ@rm8Y_ zm2$FXxXkc&aK$GKgiuYkHDEEbbiObm@|ryu1%3LMs-myL&MNK{K;E4V%a;97Ey?ex zf9%1aO&cD6g4qQCQArufH6y~RdjgrF=tlom|rnmYH-Vi`np@hPwZJp7%n zekCi9b-jlQ)w}9x>i)SSwx!CDE%ZOjmaS1p3MNgm4^L z=gE6g-DN#+9js3Ou&XzJ&nmJdPkM3iT?$JW&So>BgBV%=3hc;rqCX#DFFe7Y*A_lW zXw#J)x5&=7mrJzHGRkIs^|RCKC&AxN{Sgp*vw=_TLu%Tf>Ba?2E5Xo`-gDGPSDeUg z0oy}lnnL1Ysx2p4^Y$I`RE1NF)T%|8;iLD-3lLB};6YJNA`MzR%h5l^_g9&`YGdKD zwukKNvLlYslje3zp-1h)1O6|72a>4N_jeeFNWD!YNj#Wf{gDmWh+G~i8sI!2-*#|v z&(H~~j&dWj?a+`p{BV+wfDxpTR_KyTbU6Ki*7?LyfqQr2ST@OcORL^5UE< zWCHs_(To#vzT;H0+^`?8D^OZ?K&-xi(lgGw_^n71i9I#eaKqsm=KLL)l+!k&P;cDC z?V9~gT@Vpp!vyMxM1N!@mGjj~2Qo;pG-?xk&Cc@S9+}c^U)ysCpL4LdS6aj=VxEug zKl#gkrn+0`H9}{>w}jHpz)VDgtqG+hU}3zUdpOR_P|OW(qMiL1jD z?%zSnce|9GYOG)S&RLPHIRB!)Oo)T-s_fscZ;zd=9W|eZzvyG{H1dM0d22Ik=q?#F z9wF?iaxw#yG?ictoEVgR%@N}g8Tg%g=HQxbM7~wX!=UJmQvRp2CLoUBd;)4Am{F3S z?v-2L-*S}&gF&b9X{y&GRfef4&ybj>NPoLr7*0YS%L?XAuW?YDj&c@m1d-O$G)QI? zFu35e%3%L#y|^r4ExASSX6f#{%0Y%mjB2A2CB%$n&mm{3DFeJaF06~-``+pv3X3^uO;s?Q`jX?eCjp6uVQ^X|QQ9B{;ERYDNGt8H%EdyhYA z&e(d-clMMBp*4lYl+-0p`d`6(?zeij-B-}RR+8aNd=C>7>g5d7S&R?~fw$}1-X(u- zuVK6O_b4MCqQ=FqHjf)D?`+d zHAqcxF)<7b1RzshO9Cdo^qo&_@~1QdLMTB2@y8N2W&rUo;&?+`s5H}^Sd2g=ab%#J ze&IZcN|SBKl!ki0hfzzaT&i|(HhJMr{`k!^aXljVX0Pk4Mfldgsheu4ICasE2%ntd4ye0a=F!6ytGufvObVJe4mF%8FWg|)EI zv+w5FUqtthnY+{pWa2Mwp7<)+7SfV7K&dJ;wA=_6qj>KtP+FjIWEkO>5X!6~?hdL| z1~20pTFQ$|C@;@~++n15D~dRvwMNL&W&A;xzGQuo0dRq{QqfZLG ziHUs>M=3slfmn?)AR8m*(lp{bEJp5sGI=9wZxIZam=cJqU@4Map<-Jy6CQ2E#$g+Z znkjk-sBj3e^xc!UtR8IaH<0Nar6BHE;E=)mn_a|a83zgo zm+lQD$lBI7M|K(oJbLsXqjxI?+zZ_+t1H5lU-><-HMood=yqL?LpTcJ(R;|D)^CBz zkFzZZ^LDLzW_gyiagT_#UBSBrXU3<;QV^q3?aB_J^Uv%rL#})&{!D=2K}bsQFA7Emo9cv6j{Ay+*=~S=en$NET!-A=t-A{lYw(_#8(xGHfg^is z7)K0?1cpt_jJyPah8`unD)M3K(0~lFs*tyD|GYjS#j<)ez{Qq&$OBeq%K-ztK{kWY z3}j=B#h`_wv+$0zw^X>K4?*N*U@yS#S}-9HSptY0_V}pS-Ss{W9@9l%`7PS@2x3UO z9Rzs8Jop(q}_CfDceVE>kJCjc%+GG7OV zS9tsL=?%rZLJo_*d@f9`t@&aFl{xF;GU1s9z%LyF{|)(74F zcR0QCVyvbDSRlq8BwN4yx4`|#v}S1SjQ5dQEXgZ$GuyA)RiHyJ50L>8+pu2NXl>u% zFp->C@sXeSbtZvekQ1U^D|}8|7MT+KVL*#F%vM=KcuK`@?jOKSMZSEKnOQ(#bua(w z#*)t?H6vA^vw;`C-}f>l45NK_e`GHIp4_zE)6@5F2SzO~$F#SceuH^7vdi)=q&IM=q7V zf%SJ@+LNBPRKyfw)uEm=OyHV`hy?xQaA6E>A!SS_2x*CU$c%4Qo{?j{n=-{_$2QC8 zpu8iVEf(Z`i0%xx$A;)P{+J-K6Za&pfLD~e_u~RiaQSumxYSMtu;CNmx7wGu-^ipB z$K_$jO$`T4xFZ{_p08VfiiY9bvjV6ken!g1S9yn4YB)B~nLZ6D=hi;V)D8re5+~Hgsh)M(C zy+wzCLLz@bcH#+98bNp&y?RCI#<37*HV-9a%EP1`c0axcn$uCj-wWB2K0P4}hb(Ad z)AynD7*(5yd85$jWrfNu3umIn$Z>Bv{dxgQ#3Bqg-zF5aC_Hc8HXK?QVz?)1salV$ zstOi4fiyU(Q#|2`H^jeoGTU*9`y)p$(~Se1kpo8$+{Wd;-c#nU>&5}RbmB%wg>Df@~YE|h4aC=_*Tb>_bj*+8ST_~`BoJ&v+G2S z#m$5;AjX8n8MD>w>fT#};_q|jfx7^pXyPR#eCdU60u5M`s?a3tPO2S+`xU0C`u*ey%L##~k*xC3soUCJ4k~~sUuY`*l_3H`Ds4pZ0vp}pPTRI0P z!uF;cOvVPP&`Y;XX4AzlfPF*qgyNW4*(nEhxC>2M6i-a2f2Ax>82Tq!-m5T7VJm8ICg4albF7uhsYHH4-& z3OH1AnqfR&|LjsB)=kAcd)fJUcR1EzN9wR{(PeuIWW{1G(bG=lxsw`5c`X(E+~qq9 zw~9pgnE5B|S|x@x0LzJ`tqz~_gO%8-Vqhh>;5jX``07bC2-r9P&>OYdV2$b~6w7Rl z7#&dd2Iz~EVwr0ceM4Gl@TGu)KdLv$a!zekb5xg!_@c->s{{x(5p}NJ!=g%4ccl*1 zbqSGo*9NbN;dsn$83e5oAr@xbs+L>qW*pR}wLE%h@SEGMM9}_tWiz6!DO-v1`c-=d zB~pNO@e>_}jVQ-HnRkp3_a}9F;86fmpr18qtMr34g05sPegIWyb=O`HV3;7-MU@S) zYEnDzb7Btsm$$oUyUd|mxmzP<44iV4Xj-y&w){T0z_nG(cH z{(=TBwosO=v~^)UXG*OzI#IQ+F!d!XXHv?sTsc;+KOizc8g>V*m)DF4%k{sHLrV5e zhx(w#!-7j(a&bks`Pg;H3H~GE@ASldOj3;1EU-|KXeUjP0(MGEE+8bA!kw=WCfENx z_(ooOeZZh;viH0nfdLPbb8{?-t&}=^l-dQQw4r4j5a^;AZ7Qz8Jb}*@rl{on(S74n z4sNu12&Jl8G#b}~&dSE4Qj)tlFxM&=+)$(ZQu50zCzpLf$QW$f6Z~oT1SUoXVja_T zf`bVxp*4Au0@?CFr{LdfA?(gVSy-Xz4}9q@w$k^+WP+;zixza2^;q5E_JE0Du+_NA z(e)s|{xX{!BVk;dxn3A>{bk@^b8|8lo>yf)OWadGhEvzOsAm`R?e2Juo1?}k-oc`+ zu;y=kCN1e+fOw|tyq*vLW77vWu9V@?p%0xJSL9dH)KEWf`n*S@$Q>iyNK(!w z!b_=p_4JS z)-Sk2;Wk88TnB56X`WY+l-Z_nycPpEgf9s_EeGoV0T)2%zh(nfOU%--w4%17)l)~3 zGHnVPQVS>^C+$zYPx0^Rgn8UK{DXY1t4GjtH(SwOZ5o@(@NJD3oX%vmp4mG$xCi&x zx>7nAiR+=qc?qNfK|t(g2-P9+!iwy2?A6Tm_2T7IyfoRGe*hK*Y8t+kr1qRJOBMm) zXB89FaA6s2*Q;VgvhHlmM5zgjOOb)^N{y#BpKyD@W#U}MDr~1D2qfvNY^C{cDD`u_ zqS&0jEo%N=m-gASgm50Z)S)WZCF1HemKeC5V_rUoc<(ikewZn)7eF2Unx%wjBe0-| ztCuBid6+*E8h;%v$kJ&KkT>-pHpH_pBq(a^DUkNAVG4ul^;(YOZDq>RPkN$G3=3-& z`y?`H)mk99e_?=KRCUl2@QmB93(}O8JJ*)Uw~;j~;ec`A&it#=4>gDBO^iM&c$iwF znjK)&>M)NBePnUpgNUw?T-u5f(2e)px*PMl5mc2S@>i8;?En^x7v5rq z30?;xHBMe`u2n0uIIIDkwDP~vq#qaW{|GAnozsm?i=DfdW_aSr>_T|+0ShfC zjz|*7*Vw%@6tEi_(2(=yw|!K6A>bTmDIg|1N*|no&?TFpsvy66^seeqpI>orMGKgEa=JF)a35sJAditd zScOAzp6_x_pUjdF>;j zj&4Aod|Ip%tBn=N{xKoGt&wnCYK5*|i`*!8iO^nk^C#xj=wR8eaEBMV^E>P}e9JZd zojv_sAF`U(MvEEdS6IdD{c>6U+I46)^8(nPCr~+u)qA{n9Apb}-$8^%E@T&lR6zSX z%09LivCB^Po|(&pOyL4$FZ69@BQYd;Bu1EbJL<&MgISONbfbZ@q*@x#t(=p4ugy$h zXfQ%O0ew2V59DJm%8bHliA+XY&-|iO7!TwX>x@vO&qgu|bd+KBXdaSu!_#RPU z)#-PR-1~Kg{cZrfE+U##K}Fw`oM};dG6u6pQ+R-~jna6)IJ5caN^v!9I+LMxZN?Xi zE|81ut#L8sjLM!zM5MPk#UHB7gpD1DihvLQ{}KwXMozusajfu7+r=+RWY=zS8=+{CM!l;HhbFKU^;^{DRWiGusi8=}*VkOFBWBYjziCs~=l1menNSsvAcO^-O{$iV%QbfO>O-Y_@wU z*5=5sbuKBOF>shuPaWVaY(7s0X;!Ytj|zy4GH}nWQ!l)N@E=Emc}ozAWItK_Wzj6v zk<&Yz>JxRE0+i7*&E`jQA`^sCJD{zn6|#mOQ=s-dMnbQ-Ud3h5h~=-1i^zkCwznd{ zcdhyQ(ji%Ef-22Ffb9z4n3F{5iR7IL$G@n!Lf@`nZ$aV6_j{PgiSxwi|6@W`NwX6lKbO6CM zC~edH)s;s@Zk1tc^iA@JJ1REXwrXae8d2F7P7gYDIPwY)PAlwI4pFGO01zoT8#4ox zSa|fY!5)pyBeFG$nMVW{T~#i+^J)QQmn2QP?7W@MAF(oiP&Hu5Qg#A5^6ya< zz{^acelu;u0Hl>SuvUS8#`WJ}f4OHlueHNOqY(uDKyCev_rlO+VEjGj%v+1u8;9gWc?Qb4n~bj*t*~Kf8NS?;*PbR zQ@7U*w;l9g^q0@kJIOpzS}n5dMI#X+Gyc@TTtP9nHzQn>JEm|U`-TuS_0CUYr`>ep_cn!k;%xm09 zuguSD+6xiC*EgtkkEV4QbXAa5LixgDD&CRd?CGcEQ@|$4S^1^z+~|wOdu!zOev}}H zj1b#?HG-38$3F6EusIrmA~hc9WMuP^J~)WicF6>s`SP1d$HCTgw<=QaECoPB!Hl5v zM`LE`=klH)%ShPTlvJA|GfmxW8K1I-iWm8yvS}>qpR+bfHjPU;AvBgKs~;ln5q|Aw zxrh6av*YfYIomdVvPnAdNa6u2V?WSXt7d8RP~6#W3L@)qB-PRKniMDHBSFabE{w+6 z#Pk-!&O~#~gu}f34%urp!i4Ck{ctDe-dYb{jKexQMYaE2>Bhko*$*1iYTL5{7oj7l zR&{F|%Th|&ldT|gBy7a=+p?yBa5SRjp&9{wvX@n- zRWErTSm@}X!7EuhBnK-~Fq92f2H>!;66ASQt4^n}?NV}@V*z{y9hng!WowiFQ?YQ( z=@H7Q*n3JCu4#?BhYaRl(rU*I<3FP)(wR?M>t)IDx1LZb&v?r+Q%IKlHRK(DS)3WaMs zKw&d8){})~uJRC`t{3K4O|*(x;X;%&_EP`v>!6$>LV`;zEx)6&+TqoJh4DQ83i7#y zcraU7Z{%BL#LTdY!iDX06>Xy{X8M=F|DqFx2n!W;GT#2e+@x%13SLar;)9T`CI`QP zHb-`DGq5Ccfmg}BBb%-)G8OKMV{<;H2ZzShyEm-ME|hUpKc4l4d6_^8nU`M+d1l|3 zrO8FO>PqTLFQIt6zk>Cg`32`YVoTH>Yt};KN64Y4+*5C+r2L}WN0iCtJ1#|U%lexM z&J7vf^?a0g1jgw^{|lv^+!@u%`~&Y3!|_V@CV5!2@D9(Binh)=yW7D6iKFeUI@z(n z5b+12_XWz0k?&I7V!ovxw{6)|#7yWa{@x-DRx7VmKKQn-xB3ym1Fg)ehj1|1A|i0X zf(VqdOa8tlW5ztz9%dK_^GjrS$~G7JSS>qf=YRtR5{T^*aSa%OpuJwpP0Q+xWeD1L z#2t0_4K|^#4S51koEZZ-_QEG2 z0BGT4_7ld(ERhLnOsH7YrHNhBG>w}j!z4>34mjM<1xlUqfXt^oYVK~wr|pZkf;_WFhl)wig%q^k5y2k&c25~jO8U>EETC)#k@M0?Nn zFTAsR{nX?NA4XzNWp|Tjz&ATcqxwfn1#Q11d@E@VAL+QGbV8|UL{59v<7!2m$W#!Q z>$hvauB6z6*gcfk=n_TD|Y5-ZZ+6p+5bd7t_g=jW3ojQ_*djg5~I z{smB`38X{8sJf(J967OSBxrY4TdprzHm@Cpo1Zr`=FvOqsCFV&=}!3rzg*e?&T36! z(5lMBhL=!HDiIpG5%b<`1nS*Ro@xL+fL@>7@{{(4xYSDibfJ;XRdCT^5!)(%I*ePRXvA6Qsy+;i5?DA zl*l{OYnG(Zbx4)hR(Enh{37CwgE-M155}J5(O>M<5%5V#lD6ZZtP#au5k}J@N!`+e z6a~>=qtTiZ7Q#M^Xr_#AtNbbZdGaxBKb-ob?oy|eM2QXB4p8Ors*UIYv0GYoMyLBh zLGh#ElZQCzsj`akqW4j|!~6muFN9>U%r3F?0rAs$rR=D!Y_3oZkqjU>?QZ4`tv1)P zva}IwL0rKc%f91eh1|a43KzX4Q#GjZUA|8m@#sfuwDZAlgiNX9$HHOr;P#_k$b#MS z8a<-c679ombt@=3xYUgblWX*94*W2?{`~F7Y=)hr+7*5uXNFHfgn56^_iLbO^0Vws zIlNSKkgK%o?bW^pLx4ZCLJi}wR`@`nrsF}E-(loQz{?>T=Cg-HA zOPN6DI)o9~2`$e2|vf$iAHQsKc+G>+l5TsCdrJS;N*W4^ldBA zfY#lT()h)8MH^O8{sRc3A&zEO)_r8QCA-|nf=(gekH8+$t;cC^3R^EKE&hySEg~{~ zi^i{Y*45aZsmf>z?42wkWENDo3KGZd@9BG$2U@PGWTx3pV#<1WS{<-o=k#GDZM?ky zRuyT8zG(lPnw}znz{UX$IX@Shg&J9+zTaGgQ)_l44nUM=LQ|UWW0okOL$Q)vZTaz4 zkAaPjloq|E8rhtG8Hb1M_(wK=Vu5G$fmFnjLliu<0)7L_MluWr5%vePWP zUoS~+IyFw0b3N5W<`g1XxYrfDh8-0PbY$RKwmCxhXz2rVzgA!TR1#^<=ZF z7638nFR|xVsmT08k$*8*76+c#KlqRIcGrR!GD#U|tPSs|LU?RB4(>L3iju2Uq@nOh`yJs97aUw@Oe9w zHPX1K>^F~LU%z4#n?WIXK)>zfqe^AlSu5%a_EM4%P@#cz@4M*ceuwk3z?S}mCc$XV z&^4H%Ffgl@;Xb<7xSFmmrsItoSZIw5@ep_fg(vThoLwdYc@iJx(dk1j8=YVllojS^ z83rY!8pegXpC)Hj7#`$DP4BojMO?!h7;J`lY2;pORZ;RC^uILDP}qTGl4uF`+b8tY z@4)a!lE0#U4vyz~<;rIuu6YiRK={(2f~QofWZL~kaG5>3J*hzZNN5C{5y=P-C_Rd8 znT`8QiU=%{nvykpX;>O@jjBhJQ-xH1_0dXa-+yWNWtMXz4H`q_NNUzKJ^$(JL~bHe%1*epYk++3$zH8 zt%9M)2odD2;L#zQ++vY-1!FX#B<7wuQn}k|Rz=cFgaKvvA>BoE}i!CWJzIN`;*GAC$zze-PK?Y&%P>Py-e7IuguCq~6k(nc^;wUH({>KhO!tnS^}sl#QE+- z&FR9Q1)e`C5X*Yt%)nz?@_*-YKFm_QR@RH!ZESU% zVit54sbr9Pp{+@7<}xD?*a|S)GjT_N;jvO7sVo+W!$4ejblWXyipAN1@f%MT&Fus< zdJ4&Z^)@GJ;LPpP2$>k$@xJXqUqH$4k(kgU@R;xKQulRAYTfc5J+oveMHk`JH16Gw$+>lPRX^)2@WhLqH79JWFmA z4(ME~rkQAgk*L~0+jNV?6~;+HE~Eg~)R6v2gZRU7^_a-^%48PuHTN>dIUD=SqqU>eM1-u#jGYmc9jnlZ z)`ch}RaBqEVTxOL=11s9Dszud{{tz&k1<|{C+V4tsMw%qqiwj}P}|GgJ4(Tv7fpZ^ zxF1_bAt~6dcxZr!yYvZK239~#8L;+GkA~Fyx;Ow}lKk$i#3<&e{9#kJgQ3)XT!`s_ z>Jd@wgK1X&c?PfqEdD@43D)5P2iQT+u`GV(Qm!4IuqWP5qW)-qK_J?Wwm0Jf! z29H>LPwB(U7aR2*7Y3W2sjlGhp-abB8OWzzKLh#t(bQ3!zq>am8$#-Men4&J-Ol>h zwB~3%nre*7U1M!;bQ^)smnXME%7eNaxX$!?`5>lE%cS~R61(~`*gc7@w3pCG!b7vo zfm>-0+Z)EMz)|##AS((_#VW!k*8TQIMnyZuE@kd3t|FT?eIqa8#?l9(0EUhY0iL9G zLsE{MqEy$wzbv?NX=iwiLno~mD*XX~{Ioob7uB+OUs}|Owm`Ekua(qpVINP!>JwUh zb+|O2Ns-+23uUL|@U!+B<1!r!J=Nxv{U*sDAafW%grSgMq+peGwd9Jl=#pmOiL;IJ zOGxyJ-vmP$rnu{fhl_~=wh5^)ZuaAYlr{{uLKk2G=bxjoqLgzwLX8xZsN*R|0+P~B zIv&X|1UUlO%J{)Rj2=UDt0Aj8?c9~aD67P&;eU{tSV2M z?z&mq1+=m8HkQ_y?7aq@>biy+t9F%{LSGEwMcY)U6;|?B=2va)7#e?ha1~O@$L1?##yE6 zP>8&xqg;8Im&++7)Q>*l`N=kF@v#>L?Ng)Xp*2(}B0o<7*to?W|*i8b>Hs zwopDUO#Y&oH(!B<%Zbm@_{+myy9ah-rYnNA`K- zLfgYqYuOZHa9#qEAZ_dlPheHf8kx|0l?SHty2wb(;`(ka&jf9YKC{~Ii2A&et$Q~C zbeWft4i_HY(X)i$jBP-8P2Q7O2+IiMTslrUiZ}iB`4ufb=pG z9qG%U=2_6%u~EDr$P%)*GZgGQRvTG_^Hf;a6fY03IVo>~@fYsTHptY$Vdj||@Bf*} zBccpFmk~E@DLn-SIEDY>n(NfG&;n^#n|6>4d0ndn-11S$qkr!v2(N^;;l|TDP^=A1 zw&``N^x_=_5e=_zX@h+NPML&bs=6mCZax=os47mY%q3u9Ns4LTx=U~^`RBdbgr1Ky zq?&H;_+hQbjqoDW&^ufY>s$*;uGf3rJuQrZ$5e4U%V112%Sn#Tja&+YhcF?u9R=kB$EzR>1&LZE;HJp&R z9H*2)+nB3Q3tX81950t35g=OY;UY;t*n)*9+C0syeb||?o`YlB52Kp0$hd#q`9^Y1 zPZ){P_yc^J)6p$pZ%IEkLo(T2w|GUTD77#B09b+d0NvZkKC4!~=x;?2$26rOeWu@o zB)28$;i6EqxcX=1F&VnmC~+XK$krwD{A>1wao`pu9{Sqc>oF+QD_{fzVL-WC9ars( z_>SI^NhQS!A5aB`EmHArnbzTZChga86;9q9!z<+ra>j6~k}j|3<;9yuz^8q%yd?~x z`cQd~JH7IYNzlVsT?1QeAclL@D4Id)>QLO(AQUGAJ`C?R? zPfmw#DvbC-i`PnSgd}k;*-jRa_g|F*dnjiq{7gjK9!uh0TL!2n*&;8g+iD(d+Ts6H z@wKUJJb-6sgzK}ySQ%pFHw-+B;pMl)+S17WAX7!NhgtrTlstgQp{EILrKJN``!R+0 zS-*pQursqLRED8Dt8&_Qhe0|$+;4VQ+om`ZBv^}Z2>Udmu{93}(>@E*4^DItk8~!L zWjh8|O?eQM+`@NN+6M#YhG)w^Z(PVgPKHav%oIo4#U8b>i(yTM5biO*pwh^W>) zRocQ1+OBDq#6#1B5`H|Qsts4RsN+%dt2;Ls zYI_24eWk&C(is_Njyh+x!I6e`s8FMDH3_c*;Us>>;R>dcx@9VadbNyvlRYzyG}`{S zJp`p#J^qz}!t;LDgQMux)gCk~w7py`5er{lcYL+4TMDBTvq*#QbOW8Q@+WCq>0FFd zlt&TF6v|@5{5kFKWg*xKna&0X*ITUQEovfoirS@KG;xjxQn@Q1-6bA~@g_eH`y(x9 z{Eb13u}sg<;2T^7gF~8=7%y1HR+3>+nNt}Ubg1L>NHnA^7eDUpbiJ) z@I`yhIpAQJaKZUe-z3^^@Dma~p1Clm;(8Pdtq*{?^bnF1Xoyi}eGZ`OplCB=&9j=F z){ZG2OR}OhZgHJEImWOusL}Rga%xN?1mjMHcY&W$r_;&5`8oWt)uZEkJ&Q(5I7KR* zTy;vE88{61r=Iq>2hV20%&o&yJSt%E-Q#4 ze-Jrw)o79E(;X#I6Ixd`4i`N{mDgzwiYu8N3WfzJBjS70eVVepzwRWZ;n^wGzx9WP zLOTGuuZ|7_1__@tfdy(0WLvtt#Mc$Yu;HTuQy2_7@Q2{|m0_yd?*r+sz|Oyqh4Z*L zus%^WjidX01>D^rYpok^7xZM6Qwo8&n9bBR*r_Yw^uQ zPlzROt!JOz+7YJE4a5y+0I<8A?d=cKH){I7`=0Iq3o(z8`!nKUctBXat$L}h&KrWo z5r#4`52^_ON#`-EWcdrxF86~qP$eZG5>o}|As?h^3qGAZDzz}gQ?rVO8QTOVO23EL^L=eYRtNN)FlW)HU_Nr;*&t; zhj0uucpFCUfb~XO7ncPrm=!PfxQ)naF2cEry&O=#>ggnAPc%{wH2*B3Azl8G4P z?C@sasYWu?p&d{=oeehGZNvyYc`m5o12-0T|HBUM;(NR4xCn*7L~5m$(`T7}m(7l^W49md(;TQSA(!cZ@tz^bMGS+#@-ALE$!ts)8vQFsP>WWYEteJGlHGoGp=TK9(d7vfQQ&2RQW$BOJ&yOfsS3iY;tT(5Y78G0LF7uSS- z$C>%AtH?Z;qXw!2a%)3zkR@;g*T9cUhb2gE;s_u|;ZE#Jk|5;KjKk|bfYUew!0+aj zpBZg|yHWr57aw@gkpaATT+XvJeX#p%G+~;D%2NjJ?Z+eMx>IML)Wpf_SrC0-QXPpd zmAdxX0`%@*oOWsKTUE?@b3z#F3@UOng{=KzSefSAyQy(&2u}zK4TjGFhVxx?k>!S6 zS#$8zDsCev^PneKh-Zs|W@vxR01n@QIC}2*MWi2VIe%83y^D(kzMNUa0y6UbyIprz zAFBBc+$a!BLa+*0*}jzT7rNJ_DPQtdSS26J!cw>qVb0k z^UBEiF`)|5xWKRWl?=Eo0U4EFTy>Jch4u( zX`=q?E8#zP9Jn|^wPN**8Boo7zR1Wg_0p!DZJDKi`rLeIlFLRSxM{W~owdIp zxPU?U%pDuIppS#61Fp|}Z!(jxi4vU-7AR0xWwM9NUoiUEn1x(guuYC-4dy?@UX7XX zm*&fXGUKPH?s9Rny({T8G9PqL7zY6)agY9;-^Ib!=!?I98|4aT%b`PW_LGT_I3ppg zQf*M-;8qD_i*%8uaca`G&AQY7#w=_`r%90@xqCObe-n|BN)i;orC+Q*2B|zQcAv%f zouK2K*EZGSEb$g!YU2`?a?6p{6xs==t{c}k;@@^dax=~uWcb*gb{^O7JNBrx8VG@X z`C@OFBRTg7*ZD@DX*ZjDo-8G0IYKzN@|M0paho>qaGVU3DS$2;jtXOxH?^=|D+(qQ z4U(E@@OOGEpDb=OfxlHBB!O{datc_uMH!h7wtapjAQaK(oenJ>NfL&jARZV!#P?&n zZ2JbzqWCZPkxjf~F+u~?NMg0Xv0RPOZR;9e@;Cta4w$}kyW;Uj5kn1swmj3oagz!M zp*w1m zs4_+z1i3owy|6#PS%dndlvoN!^?NROl0p5s2&;=p+*@@&j3b-~NMDx$iJ~4=QhEaN z{pt^&5g+$G_x(cj-zg!6OZ}WDcId8LRdvmFo`TC4${F-GX}5HYj}?QfzU`*LyYvuH z{bo5!pPUne2p~N6xM21eL>C>(X)Ql&TI>rT`XwlP;P(-d!C^7&3%{vXMg#?M!7-2V zSigF{>1uiGYi>0BfMlZF?F}uU#R3=uJu!Fyrwj?G?n_Oa$e?Eb z=xOif0qinZE;>m=WQSth5@%(gJDJ{h`2E5dg1Gf2t;96Lr$At7Ea?LBWONayF1k_xbz?g%2 z2tj!KYSYyf#;DL&NN%%RBxQ28qn$8$%1PFJ9k=oGSfYb4g23W9)2)8sBwrwbWBiU8 zLzEc5zTP1crC&2sgY}wa=oa$eWHGidtM-|;yp`t77AYt0Q4?zWBe4Z~2LQwWd}j6o zts^(-OJ&Ur=022RF)IL@6inZCzx$br5~X!usexbFX=Z(eZDmM`pL!@5gxf1;CXvm#YUm^iQ&LrfBBSNZ3j!fd{agLLGBj;x8X#}*Mv3l zmVgDntnQku#lJNenYIA|GkCWaw2Ji9*QglNaBbJ8Q-8l?-t5H_VN!pIzyIIwF%n!c@iX z(9>EO)xDq0l(!~er{nRSzRaGHllC8cQ;5Kw;(T@P;V$y(+zJpJw?`CSpP?eFtFp9{9;x1=Yk zyMJU@>#5Gt48D}UL>kb9bYgg_GIikAM0CGOw60La#Cf#>l>$5oDFps^u!$9!2RnXzD^rUd_JgJ)UdI z?UqtzLD;esyzpZl`wPWs?ZjHbxfnng+qJ$&XJ>aLJm1g4WEQ38ui82m|MCsk>~;iR z#dPB{F9m0<(FU7T*Z#Dtme(AZ7HH982wg79YNr+PO!%Wfdj^wby0{)qd-lf0obrsL z|FjVRQ5ibJ90Ob8@N#|$fO3gcff~(-(El)wVtM+mmQ2Kh^`1N(R4FYyQ;06Ykd5jZ zt4(%M!;9QKH)UlCKc&X(5V1xcoUm4+8|_pGXo1|oSm(z~>hhZs&R>ynv~VW?Cp9P_ zX%hYl$J%6lyNdcYb0gdXu86vI@F|yMP`tVBMi&~7q)e4>%SDJ+9o!}~2gbdQP?0dZ{`Bi>iT@%UB2V?E$jSmKMAcIK zmdAZ6{bSfKn4RY0OzTWyy+Kl|Y2|{nJaw$c1&VY~Uhz8=z z#hC(*p4CJknudLy7bL+HGVWrpplj=7%E$=2&$d@hV%vG`dNcy)GdzOfs5W$oYH7>L zUEtDh z=xciF9P((LI{XG09QP!KhB5T5fa1nzaG`|hX%%G!xo2gIr_0e`KxD(!acL2-w z+++8&!DA#=TT!YVU^*{48LKHRTZbA+^@+AMBmAr14hmiNzknCJ0p5DlloIrWca6=f zU30}Fo6fYbeg)gEAIaq`0R<&ysQ%`gcRZ<(?4!nO+uE8G1ip4Ta87}oX~IUM zHU)-6+DJ0b9!}Mr8Sk0)ku-gwZ*&etfGa31Vy&;G8IiX9kpKer-UZaq`d-uHX*4~R{QiHtWkqxd-JjP4PPfNp_2sa+2aL1 z3ckrvfeAfSo_j`^IUU*r?6 z0V89Sjvn-7mgIfWKa^t3f&^e@E@_%N84{4&H6V=x980APHRmF+LX^p0nqH#qsvFbO z>{HVo4ku`CH49Chv-P>ApUq72Z)pM^T;Uub{O*;pDOm)IcoToqPYdEKrYYsy{ShKEJIml1j0byl;5 zCrG&#R@rvq z7KvLfEu%y-CXC2K#;C-O+7~4c41&i@GLhKO0i2-Fd$w&v{DV!HAb1$bx-@FaKpS^- zVUH^@-=BfGnonN3uugUSC-PZ|^%EJU!|Qv(uB;{c1M~D1Y>!Q&LUbSSo23*k*4`v1-JeVyDJKziQ^W39*$AiP(O2r~xL&!LjqUI+|G~~e zrhJQ7hLDX9MYJ{%*DM)(dE`3M(At|dUy`f;wj^^4cuXSHFC#=_9 zcdlytDH|=p2z$LCwdE!28)E@mD_-M@hb~Y}xCD?F z@t2dY+qd=PYp#4rz`v!S=hwbNU^%ZQHpzL~+`EEwFmv{>A$a%ralUE2_`tQ4Y&dX- z%Q_|5dBoz@*e}`6Ga{Dle%%H%*MyuJ2DP8~@#UqNK)?(%4IulauN&K$t&YV#)8@1t zFFy0A%h8)&I&He74b5mUMg#|E6dArauSKo^bp&EJ29mE5BZ1Sm(}b|6)tr4G6SyeB zR$$cw?8`|l72cW770?30gzQt=;)_m*UfN)r1Ss?dR@wXxlOrcp3uPUz#B$CF?@HMn zdjdg;pI%$zVvb6uZ@@-6&ff> z)l-*y<@tZcfyU%f6{Uo5Nt{91=#GpEXw|+u=_GqgE8X!Wd!R!Wo$%qeeynq!HkGZu zk4#^duw~%gTsW>&Q7^k=D=scP42g97fg0pj{fo;s^SYvFK|KPWFZ)K#a*a*tO}Pz} z)!gvm2sk>gI|?S0Nf@I8g8tt@5v}tkSr!Rxs?AF_WsIa(nW3#)0Kh4cuW;u^tGG$1 zN+={-+r#~=Q*!kON?Hb6W=7K~arn_9#M};>U3-=%=_%|(V}Jx->(}OoD6sPu#KJaV z&-y-&*dFRf;|T0Pa#y5FKQ1Xf;ad-2NT~@E%Km4b010l3gYJ``jg?b6cuqG6ga~h` zl1|c??wJ8(FnYV?FD0)vjw}I9I6V)_Pz@K|r3I3^H@gbVb0}qAaZ&}~@M&A>@~dOm z2F8mcgs{hb8C||gZt7++Ht7#v4*;4ahsQ!;cRl6Wz{b{`;R;o@pXzVgTP_AviZAmw zMvksa(r7Nvq28aOmK3!josnTVe5u*UpAGBKNPQ_ra~Ua>hS`-MO{2ojQ$n0(M}`T>-5xs{%8b= zHAIUhQgQ7%o?R*R*}R3?2m|~ghXvYuY6AIb@$Qv&PD&-oW+C6o&7Uza=?<*uMU%l` z-eunA_MfE3ar&jq;IjK0t$wPh)bgjrh62%uU?R;=os{Im`y;BK<>Pb96$o4KAN^6} z==dQvT~tB}ueGUPSCzz~#zcxJ*RRYD!k<+Bib}<1+s?o*pJiFh9sS;WMx?-UX&Qsy zS^9T~WCabaJU@L}y&AJ47^CP|7R8um)&1O;h zo%Coz*yN=G;2O4vw6%b3WCE0Ml>kPh?7w;C&qJdnePO7yW zkv8j%#LOOEllGZeQTZr^aQ=32!0XuR;(B4Q@fU214>u4y zhNi4qrs*EI#XNVpoQH|nb{5fsF=8xS>T4!|?Ksn)LfDgWE9S1DeRyX&JJzU`ygZ>* z;AqB!1_}%U9`)YU72fwPqjs|%VB~e-)fc+4K%1>h zGtu@eZAbD3xJ@_hh2W&N4VQQvDOZ789bS-d`BpU9ADxUefD&v-fn+|qfn0}`#%iZ? zE&bHLFj0K^Foj$jt4(=;TojRHb7;OCtNBG;)dxyb#dYI&7&bF7$;{-4U-S2vI8lKb zh55b$l@!h24LyB8qsLa)aYs2_%BTd&4$T=D9IV?;;fux!N@I4{8(w&ef=%}`#tF!e zhrbh&R6aW1+0h%o`0zCPOE)T;PP;*K4ZAV&Z2iT(xmf%gFCHwZM;%e@MtJ>SIJO2){NtuvJeSx{rmHNN;WdhY%x{b8g%p8+;y zQw=14D0392Vye?_&@cjA7O39hAi}dt_&2L@2zsTb*v8U*4q|(@MT?qP<102tY}NzN zd@oo0#k$Q|J6J0~>X~r$G~^(rplCXk;^1EM18<75h48ofSTB_XTdwvpbdK*>`ETB( z7ql_8JEA%WSM75?>=|X^y0^ z+F4xAHHPh@V=Q#-X)AC9+dDaKIEQ#(vOd#xbaLF zd0k)>vXhO{Fqdc(9kyOY9{{O!mbjPq7bONKfd@T0Mw$~bc$RtFiwtGL+#Lo|Jf<|u z4ZDd-I&Ana0y4$tpYzLH(SF1IgQZm85s;RpAQ5D3Zpp|{0$Dj86vm=8y}aGxYJA}& zrg|t42ZDaRU|luxb3e@t@j2D70k4A=*Er9w<@8vqPPRd#8Ho|jC|)MH>T_|&BH-M1 zdHr`8b$~^cW+WoxybiFaB`ahs7q`vbFa&^?Gk0juDBx6qdLmva!NBp?S!8@e<&zVj zMM~`E8EnN2Q-6PC~JtMwIt81wv{G92nBPTj>WXxktPK^aq0ih!|7+@A`!YP zc*T8DZasim>B&hjSJ~;d6Qgc7AdQ~JH#R*kG6>avAN-!({Y!9WwDVKp7>X1fOxW-? zpx@3**3GL-pIo8zciy44rZhK-1r?Fcp+K(lv6Ymv2xZ?hfio zA(C#Sg1-QM#j-^LP;ffaVnHqZtIZ~LM=Nhd7eq4hw8P*rQ64}?%ksGXB-M<#u41al z&wPAN{HXXu*23Vxex?xmVqM)Wc+w~ehL|=eF3?YPMLG_a z8ob^>oc&<236oLhVsdB}R`~a0YB4;)VjqU}0jF8!3d;KUuo>iDaU~4|#B}JkW}8(s z(()(34>t`FniEylwe@(h#`oH?v zW4^)=u=kG~pnr_MWD;FZC-Ks_EcznTNYnN^>-uk7G@>6sXB8_*If)-G!{>ZGXkZ%w zQdTTXmqn#}hk7FX}%((I0myj#iz%GB~!J`PFmZeE8GL$W_Q!1}f~!OF&@{$;g_* z5x}hpfe0#gREY60*#qn?OJY^(f}&~N5HIr4;BFH<#%s*#myV2-N{e7xd0mG8xvjgE z3+Q3+49Sa8fufzcL!-|uKg3w@hM`zV3&PzVq9;8xe`aR0DAb7==(Jc}Dxg%S|L^BE zwy2EJlf=N98fxRM(qO4oElddK43(gyyi>i59Y_!*&0m>pt+P9W@^xg#we_$=g>5p< zMXx$V*EDaC?2U}-M7a*yDa259R@UY3Nizk|Vh1K~^irZ&RfyJ=_JOW9`0U`vSs#QH zGv3kp{zD<9`&Q4}?0SEL&F>FO)h!{ie* zgY6&AZo`RDd#W7^(T>kss}74+bku!jHlVBa3~X4(1lAKs1idDUnxxl%LNrmpDE46| zK4CNcBaO6>Un~#W;e-#0ulLwmD$(=Va4_RL)BR4pbVcX5GHQUxvtf~NxJ(6$+n{Kc zv)kHtq&t}U_~f*$x7zOyz6fqffwugm^xdx0m|3s9`?IPsJ6oK}R_dZEcAg#i6R%`7U6K}W@mg>cjYv>n^ZSWDr^}q6YS()?rZ{_*zGp{ye4WLV&;&Bxcod@;?0Jn z%-$WnJp6nz)L;l|w?ldKEwq9t1#;Lt5w^LzBvKh6@d?aOZn_XBPUXtQ8ou+KPxA9Z zOq|2Gt0Pr~6`_*u6_tSuKf6cN`4aI(D&Y5qjOFDdC3 z+*m5P7FFA2Pv;2?ZrFY({@p&~>d!CXwpmUbMq&9J!*B_@v{|<7TL$9RX>z+6>%4eq z)qFYlM2CTFY{QPE#}a?Mr|EW~|3gydy+GI))WivaTDp{)+i3KtP8?`INY7DJ=RAUY z<~+e%*Yi3i&q?SqE26}W9tL4FS(4vkHiL1pfak=H=C(djL8#CSVeqbf8C#V)?1b1k z6db6nqdC%o(sCrx9#}jZ_(g1sd~Da9u*1wDXC}Fo$3L5i;=BD(#N-|ZfZJ0m5m${) zLFft4Nssz2Xjq6k13K2i56K<3L&g|(jI`1HX*s>gwiX&(g|TJ(M5Viz1D2*qM+Ldv z9L{$-^Aq+djP?I%R=mcbhbYG1W&>k7b%(YdexMquZbr@Xs508$3m<@}*lA@yj?9DCJb=vH*K#zcoN zl$u$(Ajb9obJ8-x^V_SnF_Hr3yBkJlkQjuqi7_HFmKF)>;6aCPx2+RTbnT>3_R-sM z6JrycH#j zU+7A~yp!v-oN8nA!6*mW77Z@lap@L=?X~9TvZ*8q*+x3%4u8SQF5A=5`k2;6u(N?N zK+!7@1`*g}Xh+2&k8E{sfpRhVKnZoaaw|`V-3J&3~b%Ja-4efg%gFqT{T?vZZ)~Z}2j{qaPstL8E z7Lu=sp_Mpw72o3)EVHADwtqk)wSvu6PPoJ2k$P(DK`d;-vi$I2Z?0@gyQC3e&R4E+ z4|36=BcScp=Lo_m4anqE3{7dBkSuXg`){!nv7_P}3w1dU>^Ny*`?JkGei zUtndjBZhX5a?qeYG_Y6MA??6ffp#d2^Mt2?M{k}4&QPA;Y`So3{{Aa%X#=2awKX9V zv9TLE@{^X_@UX?Fj8diSl8R~qg!p3xddLm^80Z~xo2L+=i+}IN!pRfgW+V|c;;cv6 z$mGNI&5x?9xJ)sq@Yh}5ii|2?3it`?zt6kX-)C0cko}Nkf$h z0VZ95C~J#XXbnY5OpGXw%1c3vX)PpLb)8y%X3J)(Da?ptrkg@w4S5rX|V3*u2w>@Yy$zz6I0M z4_&rxT}f_hh(Srbr6<=Vwhr%~Hw(xG&=fYH-Cw%0nQqjcw#b14vw6tgn%FcBNfY9X zITxExmh+UKlmpr^=T7!B5{~qbM&Hiz$y%~$`L#8+2oFsanTBbZr-4MG8exal0vP~(Ih~|n%VeX zVgWi|&!J(;l-Kf+&!hMuMCZpG9}^Nf+YQ4B)fT+15Ob~|Jmahv$@k)^HJL?(PNz-Q zTI5;)LMW<&+zr%pL=;L{IUZ+XTY=#_*+hlzi7$YE$uY&P_%QE^E*7Z{F!X_!0eYsb z79_Okwn;QRFD|z6353u|YJK1*Zs9u4#->rf!* z-XMCxt%^)}&o38AoZQgoWv@QN!`{QypqNX_BAXw0Z^ivHs#JHoV;oUzS>CVVe-QhP;`04U)O%B z_@guxxwDye2b=EfBKnid0D-8E&SoUzsQ+0SM%xe=eV&-wlZ_{%Hx(5$j8CU)CyzS%7nnJ>!;R`dlzry(RQ$7(;w*kkym`0x<`1vf_ zJ4P>g`+b=8qpX8C5IV^UVAOu?w-k5e%`*gz87GbXd@GnrI;_Y0!6;p@BLOEi;~F8_ zWpF-!h+~dANq9Fj$g0Wh_ALjiWT#(mNv*{K(8!y+z}2-S`}IT1yJYUpYO8Ruy_;QU zdCdwG?#pZvJSVn>Mke8aq+N{UiXbwe@W&}wo+$xQC8M~& z-UIo$vBYx8w)eojb6Z$e{xz0w=S!5_kN7g#jn-ClM-9xd08=ryM4u^v@PJ!@*+O`t zNY<~0q%z5V%W?X5ovruIjD`RJTblkUE=+ZFk8bUh79ycxXrW)Z7^PT?|FOrnU}g*A zkME)BG&3)w?e>diGM{Eb+&Naf2{~%&x7ZGTR+S znp4*kFFV4mh8I^6L2pjq?V;rz47SgK!#X64(hTK*hMx}8pk*eqYbvsHysJkewcVbV zD2V#AOw(AI!To+E5n@u7SgJHtEXaPp3p}!Yf3|#fKrCDem8^b8EfTCtl-(=ts=KQ% zCG{LBL>K|auWypir#=tLFO;iSsSQe>EL_R<2y0UlGWm{x{gnszhiYOlZeW-m}`*tVUMxzC=;NI-L~#2 z-MLo<0H{ns1mf|oxJD@#&AP^;xKI8{aRB0KLp6J=_08pfjpApD^Ktc`=lJbI{hR$z ziZy25?)Bf-ZnM60lHh@D(X`10?x1u2{1B3I^VVqHSQIVFA9z2!CSX^|U2O4Nc6Dc- zg|$dENV$g_GGk&oqiDsIHN4;MsA&PVekqUmT z)Y>6`qm$VDk+L~7NXTVFUf;NdGPp3j2qHO*T3`&JlAX?HRH`F8$0Ivl>i_WDq}~fQ zo2xTgVe0=b>yyV=fNN?o=taCH8O2=`{!z%|H6a$zeltaVQCoI*4XC}zo_OI|DP#T( zL&VNOSZ$sb3qq}?*1c1bGwZ&bL=#ZFI3uIg=H)7C73&ifmJYsHRn7E`ZMer+{h=nR zQor=4dF{c4`)NKO1Ik@F;xZtGQTTp=*a0A(_)wPxgTri9Zm#w{!&nb7eMB&ZLwU}B zk4k_!AacFG6VE*07Nyk@LGqc9`w}93KY<0LEiKvIfiXxKM@wHr&Vh2jZBeqKgpU85 zvHGLPFR_BnIl!aAncdXmT4$7psw@msG0ex0S)`@5(Eo7e2z45S)PXMV!^~n6jU>2N z6vO+ZLN?;Qo9akvhCmDJB7fq&?%T;Ll;YW9tM=r(a2;VR%lK#_#hPb^W~9lN zk1!1^_)sFd7Q1ZW*4$<{&;ap?7&cmN(^Punm@bAY@iFF3`-Zj4C* ztBVr~=4li!pad1E$ad2)+>}#itcf65>Pc{hXFq%+MIfqy`O>gewW6pU4euKP5 z0%oPW7dsgZ=sr-H4$C^z%R7iAvV5sztt)Km2qHWb_B;jI~ULR1FFL+gfi=7k-im zuwGF_g4O6sUXMbkI^wflEZ!DlFdRZs%XnSPEXr9mBKS(Y$tUddyo97fDkqHLeck0$TAqr>WfU zz2tdhH!hrjNj0;zt2LmCye2-ZiWW^2H_m(;sd6x|B@92;RIQzbeVts*<%e!bzfL2W z;>tz9ToH3IU>XfQ2jr3jn7ghW@QGKp=mE0fTp~%N@Ng>f%WZUE^pv)pIIwAi%5Qky+X< z4XyTJD|vy+(-pT`NoU4M8VTo@t=y0;ZN~!+m_-#cpk`1Av1Tb5i({1P;HArVcNvscJZZ_RJ|HTWvCgOh)k&ldAjv6kSR`Z^$m302yzCehR#pGi>C-q* z1s}?XGxh&aaYt0RKqe);n7Oeq7j#J86iehx9;LsBE%-obERz>N?=Kqc(7gCjA{8&fvwZ{W13CSy@hL& zW-e4n+5({!X)Q4`QtIRk&U!j2$Fr8@v%gwyAeY_i&&@hI+Tw6sE!<<3&`9kzy^I3rWC9?)0Cne0vt%W}H z<|or5>dswH+-yCDD+Yw(U-}QZ>@2)R%Grht-DE_$VSBM7L7*t-YC)G^l)+B}nr|<3 zdKsyz*y8b68=+Ptzr^;{`@-5=I&=iUwOqQC*QKLFDwdeosQt2?Zcilql)-IDYw=!M7p$W(npYzK`Jn_)q19I4rWE!G7iSbS0C#)CN zwas-iLwBl0*^t?QGGJNt8Rl?(&?DJRz`#?UOlu9Z;@=TrK(sz0{Dm9GP8x`cmIz6| zvgpBkKR-eihbH2#(TnI9JP=M2K{v&BMr&z`?^2EAI)!DAOjgLC$K5!TfDS2W%!7lu z&06aKiLtuy3@mDpzXI<+skDNbc@|yN!Z#{j;-o*w(9+yTMNCexYBJ=&A7C3}>sP1) zoCAW%uW=*~USH_5Mdlx;tvG>~+XBWaC0-Iv4j>h-$gM{ywb%x;F8(F%J>Z}~a4K$> zD7Iw{ufb;kW<)Rq#|9Pdm-7ds7)KMfryGF7E4Rk$is4b(?Zd>=HpJU&3FfI$YwD#2 zT5gzJ*e9>Us*dP&=y|YPV9x9XlZ7Z-06UCfo+-b1C&>>3wV(aj-6)8-e;-zqol-e^ zL?||`)Whl-tk-fgg`M98NP*lZu5=139B{uIdX7(_M^Tco;)1}fCX&r`^!WlUQ^?=2 zzK*`qi6EH|z={nA2paovXn;x9Yt9MQFu{oLtuwcsW@!-yUZd-hRz!M3TTVQKey|Wd0B9 z!6!JhEo0QxeWS!uk5Y{8KbL)UBSEznF@{A4cFi7hze{9a_|+7$tF5eQLp*h@ZMP@C zoI}P78#-(On9L}RA{lVN=Dyka_%XiWk({v{;Ghy}S4TvLuy3egY?N=8H(kptKAaW# z;%hj1d6L^l>z6jAQbEx7T|^GI)QJE28xHu!B*2ryyge?fB;F(Xud4P|23o-%Hf7<{ zU&cF0Y9x?)Z0JmY-IB-SV~#Wja#v3bDiJ3~Y){`hoKbW6r_h!0+Ho$E-Gc`w*EH(*XHS0-N+i{SX+-d5OM9iGeRa?-|k;|&cKO|)Z$ZIwnW zh=Q=lmu6e;3b$7>Xsbg=%2#!&bGr+rBhhPLPcx`MR=i5AiH)qoMj?yEf}zj{7qlGp zbHT#uM-vg{HO_d?+PXTWMf;Bi$x-+qB} zM*@>pYUM2eL^VM9ciqG7b2)TzLp_Ri?NU?7H6*F}huSfXV!qxZwzD=NuR{*|2hu{= zB!NylBY*inS1NWG+}zas5L- zchyuIc0kn2SK|ro;7`z>@+MUkdo|gJ+SEObVdK?7*9pg$`2$WMud#Wu+`su!uFn<< zfX!g0BJziJKohZw4Nwq(ZPEJcZ59aBX=5QV3?w$Nx)-a%XGo(NnvIfL{b^k>?2O~UeJK;g*$itKvMchUDgUvlSHjM!+@NG>JB{F^63yW)8c_Zu=$uYd_nY@`R3Jxh(Y(&2lz8OsGA2kArQif-5;)W9 zh@=ykw6tMF~J$C&2~lY^2s|NjHq%`+ z?6DeN^v(TDLT?{^l>BjQcR3QghXjgDDmqQq%JU%j`RqFG#N(5BvE^!UC$uV$4lU~> zc=I>zRHK*QU@8Z~jARo_X1B^hU$v;Xj~3Q(2H3a$3g;nB?u+ei1KbafviI!4B0^*+ zF_XgMq+^j-e#bX#y@)E^7KikLuR4RnrjtqVXW(GnEBi;Fh56)oRysiB`TCR&(r0!& zX?sxct))IH7>`LJ@MxC%Lg4dI<%{}l7Ad`iQRu}8i#~lggf9;=R5R0?KNp`&=HyE^ zbl*eZGOAc1BkUib0jn3zNjZBD2)8Sf4C?kT} zwKz45dgp{jbcL^-T=m9npaw3h8OxwjN&f~x;PKn!pZy;Pc8|L?nAt$5=V_?#ksYhjzGxbj2~gV1gAVkvpi3gL_{<}%0ZU@1~Ed2|Ydf?PvqA_Dh65|RFG3C*D8GrrOI663_q zy8v4IRm&I5_>{Y0%rMM(Hn3)os{$;3t0wIH#ZXZ@L|f`-=AWnhD4JfjH15MbXSJ^ zqU3>GG6Z3A;kyeq#x)V>bhIXfgm{;Aoq|@@aM=x&P}_he|Kav-pZ%0r`d5Y4MBcRI zO-`epLFCUM$;GsX_U+GLrB3l@ogy_$$X_UD~BDTrS)0 z)}w}rIX#cK#xYxYo7PqTYC?U;%3Q*6quEnho_GcFiE!8 zbT)_I(V(tVw>U}-s|uXMSwL3{Vtd(2)ZK0p;vG9Lg56PBj}1bxV3~LDEg|zLjhI}+ z2!#ZjrWHLcU>J9qri{{OHA(tmwIhimfUV1(ninw#uI!4ajgv%wby{ZtdS*zq+yaVz zZLfp{=JzYRcEx+^A9_JeWk)u6&$=)010q)_$WX5y3{DA_+=_%>f8*7(wmi=WJfuC_ zQPL`7dL1FZn>uUS{*K#H_Jj~l@hVsEmCXN$w!gr({mZHcONk;#O^gTpr5(+F2cj_} z`xwQvd-&!6lFGSx#(X6iVZ@-E>t?Qx6fDajRo^uJbN;5BFUic)s2aHa;ju+n_jaPf|2p=7_#6$Jf^rl9r9h{-H|!l@ndD9V$Oq)dfYeW|*jzppXP|IxN{* zp{E1dR)&It0A$QO^d{`#zvyJ6@KNq7j}sL-+4^4=^JZBb+=!-(iUXM!b2{7QqzzkD zAh{={Q;xFKAK*!M?OJu)mbjt+Y3T~4TkA7f_bX&`QFfh%mf={6o^W@L-l}+aX+vHA zMiaotukMA!l#hG)u<(xiK($|t)q#yGZBn7K(#uyHe?}>k{CmL!`8*%%+9|V0@#0Em zL>4vcMrnsglqWWjC`3d}P>2TamC?Om|2g}O3PV+>*?vOLpZwfv3 z5|J`x4>j3gc@zJa2=O-BCr)wA73!Gz9X_XG>=dGu1`0j!L9|bo4|O4%^W@9aCxz^419w^RVgM~&brC!;C=#Xqny&WyAcWY0r*HV;>7veT zeZubbkVC|#yKs+IzszoqFD5;JdTACzy&K#pBEEFc+GdK`g<*c=N20;2U2zELB`X$^ zt}Uu#?QbT2D%%Qsh0c+F|J<^}l?4Pc&t@gfEzF0@f5vGP=I9}Z_RmN6Sq*uGug(7= zquLTRt%ZcDzCyVE)t2_pnc9utJ4EH588hYv?##Wt4N?%hlvWLIqG?||c^6**@L6-d1;9EypUQG}Nui_)^t_Qs)v6j2Ke`UMy%fy}Us zflMASKLIlGn@KP_OZ2nL{M{htu?CZqBj?@OISP$UZrFkHNJYvhp7@sP!-jxy0I>Ww>+EW4YwARA?qq4gNYBiqDl4kb#K6eG zz{1F(!pOkFz{IG}%B;`H#KFSEs?V;^%D~LQ&h~$PQQyYU$kfJ}&gEa~J;PN-S9|el zW)A>CeSIw#xPLve^}Ai$u`QT8W&ir$g&MwpO&7YKvhv~kLi+Oca6CEwTGKHq=jP_t zm_$k|ix2<;0F(m&h@gOP()d2$@9^K>NB&9${+j=OB;YIk2k95$FTm3Z#t-xbzw@QP z=4YM5_ms>R+MYiX@Q>lr4}%jTGT?EA{fCMH6AJLLa`RJ31`A5?b+PC#>}se0*zdFX zo&oWfhJCO{2LnKUci{~He`==;{?z^aRHWu?@V?A(-067Cg zcYsB9#tuM>{{aB$??)9V8UAnMed++o@WT?V#3iGhW*H@8pmo7QMtDLd;p9qf^mBNX zd{Y63>0{MITdp2>e^FAP5-4eIwUi%5ze}9=`_D)4^i=q;+3|7>Hbjf;zt zg#=r*ET!8+`JutU#UBD5Lf|uo7|6a4=tIgjxE5h-ZE^8l%osFdm_~aM{8f(3xD;U$ z)B{zvVIUP zNgu?h41yAE2xpK8jL&;S5E)Fnvxv=qz8K!k2b?BXqMJPJ_7ANDUFXPqU86;%;wz?;*OI+%SeJYNaiv$#g8!HBausC_6yI)b7nNOyKkM)I#v4Sah!4V;KCp@cBq&r0xOa(v0@uQU_@tR)3 z4C|RhtWOjMKRgDych${S2|JOa?4(2ELX>?cX&xLdZ9VS0&=+@(C3@gI2&a?A&SOBR z*fB$sa}0AnJd-FtP2|owrg?eCFwBwLegXL$2k`f&EqhbPQZX;gJr`gfWQrCp;h%u< z1r%p=74ytDAKRu}19ovTlH3Aiof%LcK~IiM|!5VrIPR1BbdTvPL6k9fd?EIZ01l1Uvj?o#AP=^gp0FSsgLHnLd+1vNe=|X>bAjpY ziS_uk_|UPc8^G`HxplUc@Kej6v};gu8U8?07(VwUd$e}7K#4GM%WKL|xCk4^vOdNT z8(~{9*`>r^9()O3h>Av{21QIhwl-%Ap^~HGi>mTqO+N-ZG&|hS=i%A+W@ZRAJeq|w zEL)lZOb1Sbsn*VnSBr|K<3;;n>BKI*bh(vPf?JzzDlioj3OC`uBud9X81c`F|CySq zo76D-+>#1M9~Eyv~*tmRej7@FZ0p^Ac-=1eYz__E;G#XT=M|wB>2Fxgqos^ zqg1npeOu`$L!i>lhhTzC606LPWHvc+`>Uwpxp^~yAs>pb56RDk^m%4MuW z!iu5~wWn7WzWwLbT;x*t04y5g_U|~pg^VbX!u!gBz3GNd^hdcpVES9?#Lq4jiW~Rh zg7&Sj2}+QwK>6`l21!QK4onq{9rlN0$OjOc$tDtmljN#jh-1fts+5O}5;cXgitG~C9arhJA9Qt;}l{y=28uT)AZ+Ggkqkc%9rZY+ni@`>S1_X|c zyO6g9voV>4`^FEj@&wchc%q(&QrSr5wU07*w{%c`XsSzKQo}s`f4$1^R-O0Y z##|?Edhm8eRV{}s^L~Z>KEC6AY->I_0j{{N5tE~Gxi6sIIB(bksN)f2wGWQ!Qi#VZ z7{DOr)!hl+@x*0jJU%rvMmAJKa@QahF-+12@2ES3lvD_}wYKGg9QtIPEx-EmOz~S7neTnwZ7=!G`ch=*aEba66Jc zR=9@*u8jE)6QlY~ZUiOe+I4j(mzfY0h;Ct8EZCZNrTa{6AT)MY(mNbqTmjE7QD~n&LO?2==t0lNh9xma~kvctAV9Ey7qxqM@5;B&D zeD-CvvR~n}#UnWNJYnHu`KzilJSyJr-BK3I?V$nBcp|}m>e~&ELu3DUnDj0vhu(sW zzPJW`wfNbR zos;kB4eJ~2jr8Bsd4YL?rbKdgT2D)7>Us`mnpDt1baWHGS6z}J_29mRHZS8{GnCG8 z5WA_K#Z#5I{syXi2Mvzr(p=H(40~k(t}S>$OMy0ACUJZ1XS{JM)(FZc5$qx~G*a#e zw7ot__od04P9QuFgg4(9*K~~w2VWp5D^me5@j(b%5^OwJ23<#8NLX?iT=>dNK#5d) zyh+_@B;Ip>Yn)BbQJtIImSS%m<3X0ES*mf=LL)q8N^qV=Zf_Z(fFeL^xp5m=d^WcN zS&#%#$mFy2D4Go5ylDlM&Z0WepiGnd!qBO`(x@4Cm#Cb)kh{RwN8n^s`jyp=S>^>A zITeE4bKb(#f&x?Ib|H)h`t$avw^7Gb=Jm~46Muo>mD4%Nd&XpykLTj? z*G!rszxJ;7dk=2#sp*ZP+tOHMp8u4SpVMKmCfqq+ZXHfo)M5V$bIXDVXUgBp#~NVxHy0Q%?jMUZwgn zp==GFON-FA7I#Jw0Cd|OZt)>ktPfYHYG**N6N%=#z0612w&>0;x3{YW@;d$_4`emgtu%U)J26@^FQOh)wlY$Q75kfF=PEM~q8R^b# z+O+){k5+Zky^gEnl${_r+~1^f$`9k=@s82hQI1b}3fau~qN;WAaeLMePuoSf(DU1Lx`6U>sUq`??MXu)jrcdi(|b`JLI|_cG-3 z?Qo!IEc}&zq{*L8H#i-4l=u)dthIVbZ)VT)Q8=-RwaJSvlfZ`>g=J}A;{LbDV{K7< z2-wwhQfRda1ChM%C5r zG@POuqPa-~qhDl&Bo#Y=)z98JtpICfW$(;K@)tD6h>U zCC{nfxFg-bl1|b>6n2I7nsFYilUlbD5WKZ~(EB>pw3vhGqUsRL8ceTQ3L~kvZ@DM4 zzGrOuv`RCanvL8znWRq|WxNZOP$iO{hQ%+YAnKQHNx7a5XxAC+Mf2O$A|uCb?QuAd zT;Bc}2zo3_!63r?ja^oi^ea0s^@4uowog9l@^rjDG@Xjo@{w^VqDHT)j$Uly-CjIr zdolE~VyAvc-L?YJ;X=FgVyH)aMCd`Y*zvCR2sIPrmOst*u>(|SzsIOTt9Bm$gf2@y z50CevZn+pgT*Lno;}~58F9ebO)dwZMB?I9_D~1GXL8@O+u!5R2)^(qdOQ;{B92Xe7 zmH86LQ2dkfWKADSCfO@gvRlL(l9;ivT{ZFv&Tat_V#0%ztM%@iGB9mK3-Jy4T`5`hdI2p=Ai>^6$J( zqJz!J6{p*x%;Z~8EC!&0LpBz(!(1);bwzCJIqShZlg#+(UAId`JcJzgKU7qx%0@qb|zVxn{@{298wnI1!4F5a3R&=#M!wqnUo<8(X(J5AVTG9 z5S-g>6zVuOxc3Q^P(DV1>mCtT?>j#}!WF$V6ZK-}?Q#B?(=J^n2NbDxjy$bBr3e0j z%$hmvZfQaGUo>gU=-p1Nh9GkFHT5*TG4Ygi-)1y1N6^j7GKVW)hFUcsH&ql~Edq00 z)7)t9Mqj)Yq?&Rfig0!^Do=_d!Xahy{1IQQI)1Z`O0M~gS=B|RWyE^FsKH35zoGHF zwX+|b(yW^%1K+-i3*bP7nRKCiAQwl0pK@ruX25uf-xKQ(W^QW8MatQkRwICsTZaAn zH|9(TNy40Zi@kW;_}rK=#-bC<&a-BwL>lnv3%FJL>+w5kJN7WB8;r-qLMER7=|}tNnH(rU$)C)2K(lj?#onx0f}3m zSC^EHSofRL9nNSxh?Q!JbG@#+xP(9I9|JN!P&%)QL)Q`p*9Df}b_>V&!BK_5nf3`+-i=f3_eOmt;q0o3 zMW?0xW|azG9QvN1m7=&$kP^J7^5z4O)U#Hpo>Q4j?xgIh>A^D$UWbHqV=}1~sRInh z7K`}c;N%8LiRx)1>=pE0RYDOdz-g2q7*L!_%Il1>D;V@V%-kkn^2RM|)&1q6e92is zJ6JgkSAZmAk?{E4$+bSqDX&&c2(iyhH6#r)i@mnUt$#^MsH8oU5NhDu8|zK7KT%R{ z`fHjX1qbqe;3;Hofj(!KK+oeO@Iqpqd$w%Lu;lyZ#Xj2}I>W$7hveLT*oq6vhrqEw zCXwIm8E#*mT=&b-0C>1B z95IH}JHF&X%qT&uLr@KcK0)KmwzrsTdQDM5)g>g>l*?qsA`*e%?T(xhK8zs6og)+4c$ z;3GO>I5jo+;2W&NN+rJ#-;z4pPAF0=d(5J9XLxo@^xmV2tB*SvjGW6BsEABsCPd87_&qO@dZzhpilQeOC%ERlU;)MJ12aPVy90g zZTkkxcVn83G3>0E*IbCIO94Zhl_uT8HTK`a+)ml$xClNddta-E+A%furmD=FFt#oK zS*R6^lQ{j#F%uGUExn(z4bYW9jP+(y<6x#c=^y14ysZ0vdBPA8>N|^4K(dKW={!lU zE9c%p^O#V_c?x9hHf!cEI-+^K#3emzm(3tqDx&Fre>>ovW%s}{U%7$bk;$b|O1@Lx zpmXRxAD3tsCsXBha{ui2q%brw@04Gm@l}tM;%_TWSd%Tkv#YtB&)|D*LHr zqMwU;81}l(7%seO5vps4%lC>}EC1-X$pD6z6eD`?Sq+HVOjUuPuigkfvgxT5I+GiUJ$w0enw(;SpGMj!_lFd4(BMNnFga6A1NN2(35*RgB zKdK0?oz9&8Qx#3Qxv?VE*Jr)Csryu~v>xhfH`qfWj;PAk_XC|R%yxeFr$;E~5u6}o z8v4^Y)Z-fo%MPshz0LA?aa1NFHbh&v#H}O`XwA!;;%bl;KSh?F2$>oJe?gtzk8lK% z#~fucHP}y(A#I(*v~*(K8;`Wis+ZZxlT_HU{dVP&J~m2mera+Y4K{9Pz~IT)r4)wE z{?4=4y8x-89`50KItE(e{20E>L0aZ>zY-0JBD(JVRR7OEDq;;RmLZMDl>XtlHC%BS zU&4eg%5POAX3%wgn;G1=r-jVt#gui(57)^JB>DKt-D1dE*V%; z3O@g`k&Z$U+LDqcJ$#}Zt0YJJV;e}Q1JuL12)y^e53va(7DVU=#a7W9b)W|!h$^*m zC}XzpsI;5H?4-&)#W5Rd$WViALbPD(tC#A75Ap^fNM|a^vY|X$6$|%xEe*N0hane( z&VU>r8^+?64CSLyT++SSdML~CzE8d4ZQs$NO{Ce!YR4jKiGc!S=8Iy<&zKB5Y^g8T zGz#o z#A_Nc@vdV_<*eJ6L$R!(+W~G2#%p7RY(GdC*hGJ!mBvwwJt^1oyl0k4G>fhDIIZ%( z70It1R1IGa}M`e|E7jizcPvr_T^;yJSD6;Yyy3F?e}MdlpQidV;)+@x}Q|tYkM~ z9+K5;(;+*lA!=%IiucZ@g;-40q1c^Jqit7x55jGh;M#SmhUQdo@WR-(7VIV}qF4!|Dy1k5YaDEAPgo(2m&ZcxB8Oh?y#c#7#qIAfmsU<_$;=|n{ z_j?RW1dgf{m&posfM&w2rE!`pHuQ6_ikMT}BaMO8c;VMcj7J`hB)V$ZBy&`c#ld>@ zZS<1&aQ=8sgLM%~)&$Sf&@pjR(fmm1wxVq;)pV7&NK=P(8iFe_*##}pDBP&wEvBDd z$Mw0rqagrvzTpBLA2SY3y2}rWwDR;^k&91}hWUfI1X=@Q?jA3cysm+ifR40+x^hG) zN032{@Zol2X`~B&apbbrpPP@5X}4`_PGAK!!w>1t<5s@ZMth zw5Q>0X^`~;Vy>$>27U2y`-SgGinNaH{Vs}(Sqda}i+p^4^B z2-a#jVe*h&ydQjKCPH=kj>Z#QLIK9F>913KUzZ7np@PE6he}KUGdJ1HmOLjEWy|=| z9~_1DkCYJE^|CfmOm9MtSrSg&k`=BszpxHy*&5{YhqgF;jakyA$?Xew3k9?eJshl)Z zVG{!ds(KleH)Pk1ctpIA%jgr)09m_zf%th;6+K*|;Lcn=GO|pwFX&iC`^)dwvc4m% zxF0%n8!*ioVgc(e6m(P5K3Xs7*!8BB6Y(UxI7TcY9xv}B<0-iiwGQ2p|ip*{yoBr zSoA0Cc*XTw+Kgud8~PP2Iwg4oQKX2WL?z@3YW0I8%ZaqZTp`+YIwn(+6`b=lT4T;; zX2{gVd=FOd4J8&_oS=ehjH+aeqOZsa^aIE>(n*R+wsZsbO?sO~I_AxHoAHX$%r{%X z@a_mOAKk8-^D0$T#Cqaa@ya zc$2_}e?|q|cobE36xTq1N(YiLa5rPqiJDrGE7OUMngzks3h~@f`(G{|A@71XO{Hn& z3tiQgaHk}WUt>EO(3mVOsL`OUxPcXeYFoO{ydjHZu20Br(nQjdR3U7xEp{9oNcm|q zTvAN2^3jb8M&v{pqbAp%xOP)TTVF%IGazEgP;29buMkWoer0g>BItY9 zA0c(4Dw+(m%FvlObqhy#w=a{_sgYT`CR+s|jRtck>vz^Jd{0k!!u-1y!KD+^kDNJ-}wPai{=Ry1S7!$7T{jUR(HiKi9I5POh?)5i!)`hQ)XFeDn_ zSbs<>&^liUZn6XWR6Pn;)_Ev=%~{=-)qpFGU@})S<+80!^9$3|_;rpgoD8}+7(mKL zH`*4D$>hFk?-!u==3hnm_Dv!)#8UgbBxUZEu(1%gW}S-pb`;^(y)m}5sN$i1KNvZ< zp{bvhwS2XeTjV)GMe<7~1b`*^q0aoisjMn0%d5&kWT47QRW_BQ5{}%ckbav|Ps|#H z71OUvB`(c?ElSpC0jvMCq*Do^@jA2l;60i)C=z@-G+P`FRuYWTPWF9?nALD0UY5FX z_!xZWEhM}dI(LX*tbjp}jq2~^$8qW*VDIpdu=cJn)T?)1!O(u#g6AF{rdT5QVm?S# zV;`Y7Gce@Yj`&J>_C^lPt^EVvdxd5ZL>xU8JxZ8DPij@Wgo2!#*ciz(<7bnefk%5? zOE)|JFJ9Y|w(k-Gv2sO8<)`yO<{`}BX)oMoMGSS1N`3QY@+v^u`_kPWIhCwsOtN@^ zB;2h8vMMzr`nuj3?#NIyYROK&!@Uy!XwnT6`FGGlWL%{|w zC}n@P8#@+qkqLSIcoO1QqAYC?mKfD{`qKKP#VrKxk?T2Nd0*wxM;{-$kn#!0lI62J zo6($JqJR~m-D5XGK?Lj!4uX00DJ5&$Nw)K>HCA;S!jd|Y6BR15m#wzrA2Df+^LN{R zwl#TqGlKszMVT_ccv59w?N@+ftOPg%WWKV&0j0&w?|h|?NOoncsuG#GB%P4s=(S=P z+CGui*}b8T&DfP*eXS*=(b6nAi!>0pBH3}5=C4B9mUz1yZr%65#j z6GYHzhAFK(g7EtR^c!B5#MrwsY#Ndv`QnV?ax#Os9H6v;Dklgd?SnCP8;PxW*YG=)b&qTEA6rb>1eY?w0z= z_~7bvF7|c1f}^Bp0mRAI%k#LVo_`-D@}REaoNmKu=J-D3`0*NL&sdNUo)trA8Q>^U zciR2!u{H_ENLj;QT!Mi+f0q}wa!YT^bUb^>O5@cF1RppAV+^)m|``akXA;O5$f@ivH>@%_)Nz3Xu9doJr z29+vbmZcB-7L`Dsv6kCjHCn(U2le`=jN_3qFsU>xFX)$ zm5*Wvzs*w$c_@}@f1O~9TBC~+q1rLk1bV;Xka7d7z z^)~yMI@wnJoh4AE(KK#qhBaJQ^P7_BZiC!%fL$wF%#as4i6pl&JOuWVFPhGZC9^vP zHTKkJHiiY&cSFbiqod06uufA^5*hIl=5wz1QJJQR?`7Z44(*sdRpWY&%ElRw;YN6t z4E3;3w+4q1Ofk)zv5X?DKC)+y|Mk`ICY=WkQ)E$iW@BL;hdll<)YknXnq*W5h(Hh; z@TnH<-RQQ>{siIU>aLv$VJk(ugL3A@_B8stUBO@m|F<|+7hcr3FY#~4%ySQ>bsiUS z-iug$KDAzV-2OE#qQR7jzl;$kvTe>h*Ijy3xy9I#&2B-u6K-1vHC&N8fPu6VVF6V8 zxOuMvOm6adb5>4^*@(#Apyxm)cAV|tiDjJ!kfmP{Kai^$b#mHc*uOu$?pSLQeLpi~0V7c}q z)pn!Rc0WaR@aK&&sxLGR3tN#Shswyaops%C#!jJ3MwlA82}&v0tgTQ z3j7bh=>xy%!N11{eq0XpgFfTyULgSgvP9qVL_mSS2H%vIeNgK^uRmvk|INW2_~)&C zq__X5)9?I@{QbeiyxmcF%lGB{LE8;B_+fweIp{ag0KD?6{fxO95&#DMao*#x2Lpg! ze>^}>`@SN6yt}`ezJEy2=l~9nbJ%+ZTdJ>r{w)=)kEc>L(X00RJD^dMjHz`<-GzkkZ$*AT&h z1Rw&0zsKT9f%?D2x4r~^+LRJ4B+3z;8j+b0D=YpYd9ANyAvQ8hc>kedQjPw>2+$8(`Q19ZxG0vFA9VPlKDtbzK!&?kB^Ng%*PgfA#FW# zl-tOmN#ZGR-ZhX{;bz{%*?Ck*;|ZCKtlUF+jP$h6UF5e02esJCU}Ouq-j|B;w3c<> zCDb_#83jBj& z{Oj(4RH{vKA?qKA#12+@#LZ*r&Y-%291MpMI9JxjYGpeNC1Jl_`33kOdDfotS0TR3 zbREx|5Gt5=G6+0&w_XmK&{@cGKfQ&*`&^7|L8>kJUO=B5!=Y&|8(yR2X=`@8B_UQY zH5{=#&g)`VS>j3w@vV;|wMbzEAmVC=<^Zq?JmQA(KmpA%%n5IP-`9!Cg9uydJ=wM{Z5+5=!YXQ! zDrnPqiO}9UxpnJ8EdX~0v7lWfvT;myqfZwsI9}hPzYlW;rXS`RT)%9vbxc&6HjdX*f zBasDf-#+%1l|jG>{VUR76W=4b5vWC#R3MNsm6=UDgR@moWp&!z)~i*?xNv%#82d1{ zDu7chlA6U+v&04eCsh(r-wKDI(Qsbz4MZMg39PS?(dqoD%&}U7(XM{_8Ir%aE{SLmds2m*u$pc)qn5!;gw~16B-~O&8Q870;?v2Eu zF0wzhMtDP?y3y&DM3i~mC*flmI3YS&^M#ZS&j?OxrmWh`c~J*=F72F;(&=;~AYqt8 zFs}!dNC#Nw!X5PYCA9_DmVtNaKg*7t-*RC7IsW_^=^)N=^>Ux*9W|-w!E}okxGl*d z70SdQ^N6DRJE7sx6TUPHOzf(xgO-M z%fsH4fC6S@y|z-UtPG6AnA~<HGeVHtb&iF?u5yg*&?d z##=)g-=?w}O&mvzB)~Jq9~Ruwto|hieGAwQwcQ+pkH)7g==|0rlo^6s`j?FGPrG}> z;UiV%4?T_SNgKIf>CiQ)z|d8n^t$LM_v6ljSoiF-NCvm+e^u20Q5Fq_40@laNy!a*G*K{{C5NvldEMjGM_ z-p@9`Z9Ng>0RcqqNlur>6k3>;LcSdtSoh#5vqzT~8E|71SwH#S zs6-4!J9_-&+^fPbKJ7brEyQ}AewcBrv{#b^Wy#%dE76?m5>4x%_(rz$H&gqr*o*U) zDx-$IqjM|t%LDt=WQPJZIl#`XXsOYU`umDz4|&2V+o>s)Mvy&g1@XLMTARmL4;ra- z7RYtUAIE#Y0lo}K5ecI@yk-mX0cJ5dAP!iJ)hLr+9sd~Ct<^6bS(rO z_7|?WD$aPE;Tfz86X{-`1>?!`bq1RQt=h?(GN1gy{agPv#&wt%D&I?5(keOIwrW__ zDY%f<{@$Xqvc`uE%7x7de6yap;6ov~;ciGZQ~U)q!Us2&f#BC zQrPs~3xh}VJCN!HU)da$M7(eqtC^#c&BbGXbAV3m*}vB;&|1)_zv^pPLOefGBV%h| zIwi~XDX;FvFkjq71y1pD%6|La75vr}eRfGXE;Yx1w{eYl1U>ytM180>a)KVx*7t+E zsXh@JaC^qV$Flp*-Xh9Cz`{I`C!?KB-RC6km5QJn6%kW(XLU;19$eb2{s>K{)!HOU zJV7rW8jidT^I2vgMCpS~7M5e3rgwE{1wz6o<1kv2vX6k@$R3DOioDs+m6N)9c0k=) ztC;9!LCI)rwyj4_h9-ayq?n16*%RFw&Vn415=LMG&Kczp2>W zRs*(+uAS&q=*zQgPi)T%Fp+%YxTi?=`dj7$!Y2c(zM!E0I0bWh{?$^ z1YQtbknBC}hIQ*=)ol!RtV&i=>)ZaYpWCR!Ss!7k1yn#CePf z&ni%ot>8FdSS@Xc!Lrv3!8c?D4)~IxBr3yAPqE? zQybuJ@3~l79f$`?Qr*!>+cUlfCG80|>GB3tH{Fed#@mPuB=3%&ZN{s`l`hBuecF(Y z2VMqp64<^8flpFu=O@eC)>ya~SPp|MAK_mgGa|W!GOge(DC^~&fhPSv1(mx475#gb zxq%-Oa?7=YNJd_W3eJQhItffChO1U2ph7ScGGp{AkxUfDIElzSW;3PGk1<9YWR7~& zYd5S4WIfP4L!pk6-+Y^2F~uXGLJ|i?VXEfA>k$JQgMTx|?#Xvd$x(22NXQqiWbtsX zD4@yBPs(%QDDY2&X%35SAmY%xwfP4ET40wpzJ&;yUTviqNb?`13h1~*cEIws8ASk4 zVGOjtpc44x`{RvRaO!U?^L@=(J^7iDc|)4-M`I*d`$&~74dMkQm`envcV#Uq!olfz z2_=^*eUe>}bG6&Rg1r$RiX;N#Ot0>?*xruL@AUI}*;k6*%$!xe*Qb04``86k2>04_ zc)f!x9dXc`|oJ~D6QB>8+gxEzrq*D02s4*5vuDa*(+`n3TERQgl}!;g0<$RV_pk8|aTVV>g*eOMZ3$@9AS z3p{y2m5m#=5Y_EeWTvsfz*XxhCfQK>D=kYR85i9WRYPE;i@Rq5%Q%xuVJcLiN(9CU zG=goYwgdbv5tx7U$LmxECvR-jO(GiVK@ciKRh74tSN_1%5Qk67_?iu({Y8 z`oHfay2@7VnD{kY1Jd#otum!8Fg6_i6{nvop^=U%12JetFtw5PLdM?3Bv}&M!CoYr zw%rIF!C*M~hcnKn)5=`NP7^%wWV6yR5{knFED&K6Fr%tMObJ1N4M8pjdtehP!t>UA zNL=SO$jgRj4n19)eC_sj%HPXwe_fJ#Be#GEr@;_r$4-080a0E1>I-rc(r86Ho{p!!GrV*l9>+uBU30)LTU)s6ny=la2q|X@!-Z>z z`Pa<##)FQ~V{OQQvhbi(9w#T>?L1tD0X3{Oo=cTChu<^zEk~Wlw20? ztf9B>diRHljy^ulEujmE$iqOq_rd&@AN91A45=gp)^T*XI8q<4c6ZNElf38m^i!G0 z*5&D>qwp8EO3z;737vv_-P=BzV+sMt(4=tS{j@Uqk6iXuprzMR4330^_{VtOrXt_FHYG&%JaC%Cwg6zApiz}+<(GAhxVjJCHk^i9Y+$aO$noG=@Q^?N31mw^?(g&*wM2L%l zuuT|@)(R5938-B-9Uel6}IU64W{k6Q!IP(@v^-Oc{3 znYz8GA@Si;loD&Ov7E*N0DetqOb4DUDWo!+0|WbfY5m^qv){b7Lj|=kY`-%=3)hoL z{$+cAMTntYt&`5V&%^kGY@j7*E1*K_$`0o=y!U>WhQ#oc3RH_-RDd7~P4|6VYp;*yi9;j7dZ_=0AdNGE3IjHVd%%RP zv%ou2E5asv9ASI64~VFv#TKOeAHTJ7vV}pOp~YH1*vYPZ4HKm0{i~VNAvf=oWCab$SWg#8&v31!I=6BX!?xJF?#|aqC_#F?HnR4$ zI~Re5(-G3+{zBL}doLLqth}FsPC=+Ba?q-7VlOdHclcI8Yof}t8$Nwjpb%G2Hk5V8 zFl-}m&k>2kkmo~D+*_!H$DmA3UPEvXk~`>n#nYv4?vio)NC}v5IRsHzI^Q2ZnQd{c zPL{9FE%;AEd?cStFgg(WRE?m?MhoI;X=fc!;fJmFbm}HY8hnW9>SR^rXaHb0GtSQ` z4(^u%ii+VJsq^dhIMfyTMUD1%N}B#@J+|$4{fjfTzEFQo zPgT8+e*y{z^Mksg*dsKL31bTZ7v_N5o(dfuv zW&RGeosIq($+b;VLJoe5ZE~Bi(`)A8*T@z-6qAzD;Jx2P{tw)yn5hWag<1zyVV!=? z5uQHp;B*o2QTP7QBufdKrp2_6NaP?&P$;(u3U&)SqXM0+QPqlFGx*_HmJB zzgrwLc3>_X!WI_KAxi_yp)vJYdKr8CPmp`b%}*Z@qnM))=Kk790T;En*KeV=AoDF~ zy5(DEQ|#Odun)*jZ@L0sRS@r(e#Z7eg!`%R-e=`emp6K^W-Z}Fyf6v#cF71jshK~u zEne7^cv2R(2%9TkX#&QoI19i|t=K$@I}XglPULjMFU6K912WD(?Ln;&MD7&k=ub9N zQmyMqYE0l+#@gq_BlTtz32PCu*Sw=;)J_bX|IQ}JDeMm0?DhFs2OB8BKs7C$eL3l} zFlX+pAcu8(Ptf0bWSyvowx0$5zlVJ?uLlI zOyDxhjA~@&HE!lP;Ws0q{bQC8BiHUNN`ISRuncNT7>lR21*$C^RLB*6hR+j_IVDuY z?B2ikTRbYZ#$&zzew=~9<`*RBQsyn7+)Y+5^VV%ny~FkxR-^^ru=hoVw28rLH^RS| zarGnvc?T2cgbHLns^=d>!$CwbtLw1XY&~w=yC+?laZ}UiE$-0Gt2hB*LT|$gFS>xwjHY|BwwSu*S*W9hF7m88SaWx``D08O;HkTON^9#Zh7{xa7F@8=d zL*J5jMz(vZ)Jh_Q+$`oyv6Ox=ihF+TWVF0QN%OtE7xObld~UbSTKwg?R)qIN=j*C( z_H!!^^HUWk!=rFxwTyjfW%kmg%w7T=*vpw4BqsY%dFD3~Cy*tUNh9p6QTzyxh}3>n zR5le?pkc>6zl#!i9FX{h|DQ3$mG_HkOMA8i-e4ng?8nhTYq?m?iVKiXA0mYk41Ba< zFRe!6%X7#51P_S1Ke-S5!(&IJCIMM?!V{UDPklF!ZRv|SY*OwYR2C&g&y_z~undvy z8|sC{*>Zu^mQ*{J-!^f9vBB!0+uWs29Of9s6X+*l#X8AX^nrNSeCy^8K<^~s%0c{a zqm#HcM&(-NB5EVvAvx!PV@O;Jt~<(Ah|`b}*-HNDOTI>1D#C{dHH-B7BG1K|;|d1$ z9Qo?zT|P<&jFN6RzzlLE}>D1*YRTLatA*o{g zuJZke!-<}}e7Xbup2ydp$d)Z0_6k|j3s!Sv*MFu^OR7^j|q5 z2ulm_zZ@B6Al;rs>7_b9vE~gdQ+*?qcf_dnd{Ad8BIqmKp8RIns|}LU1t^C4QtbF` zm=Qf-($R4~aFr(aJbgxnv4LxbA|QM-qu_iP8G7rY7C(bDd($WqNK#>PfF?p(dQfu7 zG}%GbZjvy;Fg(x`>cR%&RUv6JykYeqPcYCxG{d4Ka=!?PlZmiZMQxL<&D8@fFxcs? zH6DMutXy*hQhtSyg!9E%RTS{v4aHms17N*-kVKlB3uYapZNL6F`RmPK41U|*uy-xK zuN}D+j)$T;W-v|nerG2dGv!OCe?k`_8ho)T>ZDhugZIjtUW&pY@Dc#QP=Wqkj&~y5 z;r+x)H*#%*7t^jE|Epst6Hei!K&WVKlW=^x#iUpPgh1K!3qDA1aw9$P4inf?4>u!} zoQ2n_8#9p4gz==bg!?)gi#+Iw+uv@(;CkBw=vwSg50xP`eG>PIEDbijrpPxxe;1FK z3|(b3rOGSQH?9tFBm@1qkw@B9zV z$1ewe+NjE>mSR?2|D*t|I8+{o=su8d%a1>(rp@~)KI&0ZjIrE9Up9;MNV!=>8K8gZ zD_`M=;QU(@wfZ!6@uII@{6Qz#vGwkf)YQ}xCqnIAIpq@cC3z9@Vobze$( z<7#(-R}D_Hn_T*h6c#C46-Z$<-cF&u@}O^&Zx-FCiB)i^H}^JI41et#315dA;5**Qz`r{m4?Ho0ZhO^ z;K?PwGszcapFwmmeu`GkumRBQU**z}lI#|@G~S%om|0d}$G2$PkU1^Gx9L%&!541q z7Zmx1uCtC#Q3*ua&eGhiLa8_usXVQoLSQNFNO+khF62AvetOTRaVRT-z{c{CliFev6+LLIj?FE-wSYDU?%n$&n7kT^~V3OL9sy%GW*uff3cRLH=^ZBrBZe zn>vhM)O#}_e@Gp~|0N|Hb@a+KwyncY)E^0ZA`6nD zw?Jrwu#`7RQiRkPu`6q(m1TSe5j$eJ<7PIuN7PjAn^y;n#AsSOvl@{>5!?}-T+3ws zB|R7s|IQ8Ob8~*E1e%Il-PEqgY6^y#A8a~m21YPsPsr3)w|&Yl5$v(lg9|~2`Lv>` z0B?Th1sPFCggC3BK>TG$WnK!;sNK#)m^&7Fp0i~C@Ne~C9`*-v=(DQ_csmfV7QDVN z1s|7ZnLBAdaY>x54Z*;#9}^~EhzCBnq%e!$hlRpPrODxj5s*vVnUVX1Ak-E`vlP@b z8@M;Z>f)``F0k=rO~v%4gq3VkQlyUC+qTe!YIOTr<|Poc$TYp~^+vtFQ{jm-lN-++ z8vu(%n0=DC(_bs11nd`6BpuRm1mLb-)W|ro;?uDk=^Z~1l3pt3b4BAWvT>!^#{d~( z>((B#Sn6F4!nO1%9l0%JRknk(TgMG0T`(yyuSjd5^)K^wjRfa)n_41RQ&TI&btaN| z)d34lMJhrr{A2Bxq}Uw;oYgW@h31^7RvRp&_#Pi)e|MTaE@6l7$wJe{!@(IbZTxS_ zGy1}F;^E{MIZKq0sc_x_J`)o+D*~?qavt)NQ&KCqjaQK-9Z*Cej^yDe__`*bh6x03 zqy^|utY}IBcO{WuxX|C~H}ui8TO7$G@@d$p2c{Di3-5@OA{grAz$8!wx^!faYLDE{ zOPg8a{L?=ts3O@Qb=xl{;)m6P@lV1s`*+hfe`i4Rv)bDcUKtv250=>5|Mozi^pNnr=>Dy%?AIAFU?rlth ze%Hc7{ZY-l>`P`UFfim#8LDX0qjCdmLa`mOs0vM*m7&RE+E90sBOWIa+ zu?*2RDD7r=J*2!OLA3LNG*R*C&BS(-5gB!sEb_IPE16-O{O6f6{X{_?=BBT`kC`xy z@-vHRXtNKX#p|aA)Y`zjAK|FtEX&+vWpz_rDF|?-{XTy(aIq-`lJbT zRWL!r{?mtN{8rYAqqhagMi_OU<(s|0*+Lpqh`S_%Nl|R`n^Gq|gAzRb0(7dpE-prxyJ`Buw;WHt3XK$2N$A@DJ!vo_n_iKhPU)wH&5@ z6QLN=Tr7+0mGIMd^HRQkU#@vA4fJ?KN?91YJKxmU>t84_2nEdv_@#{wM&=pU*FAWoqYe453Ji9KoiI$t6rVaLv!KL^*7fW&x&my44%I2 z?5H+#>;zz=1^6z3N4&ixhvR3>6kG#hb*lXl-l;=45Vv4dkxBcLO8MQ)MI||=3Wrfp z*{vOEf|%bz4di0eZGv%H8x$~`Q)Nv%Y@j|MdU#q*A9GeL(^((a`;V5{LRxuysRH6d z9a1n_P353|+N&F*YIYj62)Z{00Vh7q9h&f|(DD-mC$ACen12`7fn zX3>u`o&rvFMtp!9~P6IKK5)VE8V%$|*L$lIJ>d2T7rUyG3vnn@1 zcG$4IQRn`GFS=KE=Mo{j@&i)NN%9*wq+=Rc$o>(=hS|hDPcz$%q{6Y*pcsfTWV!8w|^HyAa8t!v1jt z3bo=JW6`pH;$#BSE$dRsI)l~B{#5vCI+^P_=0KdYd`B<&6ZqPs4M^RhW3I_L!=RYt zc*mD)#6h3SrIT75%k;-3b9er>)@Wuryd;d{w->>BbR3f{l;9M{15%1 z^>e>u15FAgivbpi*SU4}^{Y`{9K$khYYXL&?ry*^DcF%aYR_q^0$wN64-=CNv9=Kh zl$PvUSAw4P05c3q-K}ashA-zu9qf`=%YuY??}2w6^`E4#6%~OeXMU}}@zwqd15hV^ zh(gv*BR^-@2yXKXAFE6J7nB65N$O=e;*Su7KZLqS&$AjZp{(AV4pX*D@EFB61#{(x zM@9zaZe$rTwHRH%pKcui^{UPM;`DYW!ft0_-_KB%-=@CRk$`26lBAk|NRJE@C-vG; z>@hfxr>p#QgkZfi(1BaSV|kYXmxlNrp)flFtEScM#;Re>9>OY*Ab@MM_d?$1qkYuS zpwP2tbFL<|2Wv)a6C+5-`}YS0RZe8S!Sb|jDutH7(hEB1XS;&D#0zM4VE&!_TZ=nV zB*B{?Hu4_gm%=Idz4z+)(VZzsVfNpN7p$b7v0!*Y@F2H#pM%&6Q+hA0jr)FJG#~D( zsjtU^?&||*h$!O}M2QIi(rZv^8=>$gfH*Nxv)S9>-)HdxH~6L4W}N}0r{GiY6vx?N z?&=aScJdQ*=1iQ`9!tdSN;%228fc+Cjmz1NWJD*sl9|c#UP69WcQZ8Bn1uWF(0?WTk3rBA!o1`+WVhOfMMvu0$Ak$F6^|wz5vHsh`&b4LSW(WclU7DU zwz3T-4=Dc|O^VfBKOw$I0LgKxA~@=$FU&Q!jB87mJOUhjuNjT{eZJ87V{wbHg=U!c z>MIZldyL3dO^m3c@fbvs6r_ds>uY&Z`D?m2f#_6+4(ivz-!v)Gg}Z*>YLKfJv;aS+wMvVq+StUG4lm>qUxe^RnLJvj+X=;!LpsI*!zLT4B9 zQ&eJvh8Z084T%*j_TMj642bC!&~(SE6zY>EGtK6~4rVY}=4d}O3CcGo2kJ>7x_xEV ziQ^`Mpmb>rqqAa$=Qb`XIq;Rcn*Z#Z%qt@o(m9oUp}V?%xewXz_*(A0wK-43{e?RG zc7APD0%dXq$(U`Gzdu3X3U%@)Fs|XVThl`u z8*0wR29G=-Tn9`2LR}zRpsI$9l-0X7lH8X@_6NE`XayrOMkQuGw~_7+ak+8VJU6e) z1CPq{Ss`hT4IX7xpPT{MH$C2E@$dflRyLPFgc^Ka6sd`o!NEZ*jxly{?**eYjM>{O zb?5h|YBhc4q3wgK4|@~{GYt&oNaN)ac7A3xYq^v`ZJ}iE9nyf8hg5iKJ%S`7lfQH= zPB`XjJiTnIa&L(XS$C|6hE2@wOqXj_Njc#*6_c&^%dc&f)=VlBC0xfwGhmC9nV;|m zN9xPK(I8)?&pqd=0dt?FQq9~?6ci{=p1(POxqy4ZdY}&|unk{K9c8rU8PNc9LL=Z$ zfPN3Oy^BB+xi+C4M&1M$O1c54)$QRVDd9EvlM|q}q0rP+BW^!8HwRw)GHYy5LTE(S zz6kpXhOAXhw~vaoy<==a1~m(HjjO+yzf8yNq6CU@;7OqNMB^P3h50rRWW@Sl^F?$7 z3t$w_BVZacpi%;M{cdl64QV+Ibj(^Pv2aldyE1S5Nio-gKBuI@D%&^;ImCBI=y^IXJ5UPj#&;H;F+Q5Q9FPI3Q${Lg3*_Dqge6y zL0O48-xgL^U`5X3}j9YA%Oz(OB^fFk`WJv*yNY!Cd5bW7n>#cb_zTm)O+8#3Ht{ACX%|$>KR>7Ktie5~oFh16xWNq} z%mU0PjGmO@hbQKmne?fZq?^|`V{(a_A8A!XxARsv+Y*3{Kn6C<0qZ=Qlm(E24Mo;h zy&WA)>~W`HDe1zx`7{=PK)s2MEbh3`RI|-|XzJb>_9cnRYsF1>+$xET93HFa7w0+f zSww#lVUlk!UyDXlU$+%*B+AKE??kgm_0)55r?WDN{Y4-3%MA9TF5NOG`k;nS38!T< z_<|gT|I7j2(;r({`ON|=@4MR~Z{2N9XXXY^a$o3_qs)FlvEX%IqVsIa=cobigDWS; zujB&@r|NR|Tsa-TY0ccMQ53ne@=4>e(n}HvQ7{46^Orbmt}@P?ode8K*j9U1)t~O| z3T8wWIFz8oneFlulzx1}TCR=ACXc?DXtQGbi4Gi8^xz1Ec zY;zuCn8daXX(t9w@m{~EXCqlmaoQ-qeAk3jnsd?-Z{Ku5hn!h6F{qRfXR^wr_j7GF zu}Q6^9Ig!$zSF$eZkYC#bPm774h8bN2dTM+v@-*jzJN2ZUD;EUE;)jD^6rPQqaE_B!L%BWSeKeT*{BjW$e-mFpKxFbyx$*>SZL(`3HP=@|FgJJ0 zJ6hsdvqA&7!?>;^cIHBj9Yo7Y2kDkfz}f0@}3ieEnnV z!=oFc5N0e;3UVp5;CW=az%XY+PB=a7=KLL21ryO)KBo033873u)ch-CPZ(P5v?@}S z83_fU&e^XzuezY^B>LyZ71h~}L35faaJ{W;TvZD7b7Kjs2^zrFt zcU9{O_dIo^@As<~w-GNvk_lo>vR>*YpMlk7_MDx707Bb|taq<$YY?8!>r6r?gf5a| z6!pFfC45)jKh*IzcuI-PJmESEpsGkr6NjgIu}KGmR!;>B6h{2&fm*VIHXba&p)l)Y;T~b{L8Vv@ZaxPv5#Y=vgQ*lPwERR$q1*nfya4V7#b_A z_bX()c4S;~ghU)%2kMXXe$y~WY+vi7l-&MgW=>b~C_MlkPmDEx`x5xu7JUygkTP=;|Yt_o63 zt5-a0CA^(iwMSePSFfVx4T3f(+i&r-b9~%qw>HNIBcWmq=n#SJ18<`IQQ=siMRK;p zit?+TYg8>3_tkO=Y3xbSUvB|oPMQHh+8CrwB#VbgKe*hozr=D;Y{-4#>%Y_?9a720 znCS$O9^F^s?@aMh+K6{rluD75PeO&S0Sm!&)`LRb6)M|(HN}?8G4LJ-k^RMEpzdj=x9PxI?SFrj_X%4gFBx4McIB<_LjFM>%G#8s zBl4kWB_r_>c-o#9nUlaedn#V)){caaNQd`lzQI$bU@^s0BQeU_1oDn3=^a>1rV*X^ z)}p3q>c}7z{jVMdn%z6Q`|<)>H0Pnsp`aPZl6l+F1As>yayiTAlQpWraX+3dHjqPy zWY5#tp}OT1-Jk7u1Ekud%QUv%fhv=i=!cI1z1m{QOa&@BIE(yTs^@fpU~24O>?%{+P@FK-m-IK)L4xvC5!$?N+qPHGYtwNB*)Q-hG@2{6L-jX) zaY6F%(%63>twtLH-d5NoHM8J*vk`seIXy?VyEWg~K+GreHLm%ysM+b|{M9zbzbS-a zD74Zi!RPd)i-?kcfs-mvyibh&iRtoizjo=05Oc)vQljmsPH@GJ2$ zYI(5EVc8(M?r056ikaB2Z161gKys%u>Fe8q(4ud~gaGU6+6|7htW3r+dS(=3F6fmip(~rqhwu9cFc32UoSYDsD z&_v`Rx!T)B3GGpx-}JMV(9ui);4+V0VhagqGxEzh=U;h(lw z9xuERy=uVz!_Dru994qG6hC{Sr_(0#Tc-m`X?L z4X?4J^Q?+}cGM-n>ZPL=W*tR!w@ur<2T<>m+|AhzOXrQK00sw;jzIA>^%?|u} zTAv>z1}8ayMYvkCdPmIgl*AdW&#RauKIlSaQGR|Lxq-(u$>n{I6du`L?1m54OSJZ) zKV;np80HI@_Y)R9j?lm+$bvbLhK2e_a&mMK6^+|MGZNn$U_|2@2vS<8sq4V`3AegA z5~#@tzCyo~^AG<0$)6emSOqg@+In8U)1L+7c;JZzxF>tfH>7mZ2-BmuImW?A$Jmb}g`V{PBe8h-A3f=tznNKtGPYguBOTeFr1 zl>^)m4`c4~QA04kuLzX*c@9+^vMJ{r+$GXK43h5?)5;Rkd}~|fTk>g0I?NT$S=ije ziJ->Zz+TtcyF;b`xdvw;VGNx$U&^O@fnkK>ABiPWYH-&vR=xm(3rYQQF~IC$H7s0G z{Oqgur@V?)`b4n{A%v(k|1UNj+X-HALcAO0#h-A>t!UDzzeMtv=l!r9D!x}Tt8R^D z)Y!R6pk37ZwH!HtS&In8y?pn!9D zGjnn}(5k0;_)Q!&#`R+P_@{91HGZ&Jyv+!RzwkJg1Dn&XMOpP-{*MLcbPKphnZ0=<@djr4OB~Z@f?ao}sch$J!mS^LN@rVYl316A zM@Sr{RA?kQWEa>)r6t}Y(X4`!*mM-?@gmPlsUAd3%;cm4fOf2ydkT_pdDIxG`P4_+ zQyyUh>+c7H;=tyZsFvPza@HAZ`QxCcKLg_n6}(YkGOa6|fHS8>*S>h@UJ;NwfHnT@ zdPz-(E0yeLfX3Q^)eOc4EAaUMIj|KJdQSMDr2L~HJ^q2Qsor7h26+F>v#UlU+uL$U z_`sz@ZT+16x*n(d6!43hQ}c=Sm))N>dMrnH82GNPUWD&D2ISzX=uhA6b2l)Uk?53N zpcjZ3(U&5n_b{u0WCwI99msHS4?O2xxTm2Oha?p3v=_~>^c4G(@QTUbXw*X_D83(& z&@{RtMt-kZoa8}5aptfVwL2$gzy+93N}bs|Wi476PHO`4kWNi<=NN6VaZNGyrRtM}t6!B2yV=zAt^_l}wWRao z(lH-mOMe@|wi1T25h`~*73uW!>(cVYkCwfpnnB;(K{=gjS$fgyiJOsk9gV8unuK-r z6-M}0V@j?d$$&Z6xBC%`=UT7pA#YaB;E`);V`VzE>smRd{pK%Y6)Uk3BeDI7H zwv{RemL2W6j)f~SVNn>goGV5LqZ8O30p(geQa5PZuXV6#rnq3$8sUf^W+>S5atEthLCTfq_JLRZlX$^&k53cj(_ z1jAYSAyUfsyoW^W09qq0Niuk2Z#d@tN_bPODT^>{9DyG`u|2HRUQyQ8P-g2;-yrf( zKDZa$c~+(j`JNkufHX;`@{B z<(IsxqU{{QQ)0OjgE}66>hTELLksp^Z3SyF^=Uz z0TQoe;6+j}_j}|OZvSUyeGbt?KgXWtSZ)Q0{t@NYI^8D=_K-`pv6 zO@968hd2Wr6g+O`HYXcYQ;k3>R0khh#k#+owZr`2FFFhYi#AO?DEr}!1=lQ@0V*!k z?7Vgf@zc?5z4W?bEoqA&tV`rzWCv5GY3X>k3u%GZm9jF5iqW=E9eUU38BF+qy8^z_ z+A%2vKdJ>3LYv`RG=7_~~**t0pKa23jAc&#UxX$@am&&oqTeN^qZp z=8ZEcXN|vJ^gU^C>W{%E(i?Y#zOnIXwWOb6ZLCUOMQ}RXeRA?5fBR*tCZ>`0o@YTr zv#QKmLg&HZgbrg>nSLl38!Z$a? z&OlC|`P@j~E2-&hUvUKd+*fOL8Hjzj+6=zn9%_o3+Wx_T;ila+2JHZ^HY9raarpMj zz5<5dRH~(hmQJ308muu7cEW1l;mf<*o>=$)FxG}+Elv_{4RfMap?{GcZ-rDrRBezh1b zSD`Us8!;uFyBtNrUyZ7Q0+^KEWf{6J3>gKs)7^B$p=QAi=Oi&0kgrMR6>xXGJN^9*zuW+dl!Hpn#~YWMC5Pg)%P3ee+t zJ~PfeRp`D=4(WU7GP^RFN9cs%HQnuXmsRJQMb-DW7cIS+?zWDjsd&ft^8S5)wMJZo z8pqLn5jo#7N{(NzE!-llo2|$(bU7<47~L^BjqsclHD6gSpjjVndRjvIYOJgk^u=L>aUR{#fg0HKUg3RjSFX$f-q6j?eMe9qP6+D+&U*-;42eK=QNu^v6onhm?}`r%^g#pVdsrCo=z z4l!R!)T8{4{}G9gbR=D=Hf+Bd7%)b9O{pRgm-(<1cOfL-}ttNT71P+ z>5wWJn|n+9XU%z_7Y0z_yEz;}={x9)&gJ*J90^?;RN^Q1JQ=VI#u->SmK8p3Y-@;^ zjRt|n@`x)ahoM@lX-R4Job3!{Q+WycDr9|S*#V$GN2U0hSD%qZ`mcfg581}X7;P0E zA&`;Ko?+!=2><8edlA{O?(Fik8v@y#N3KQ1R1D1=M(X7uEGh*rVqfOA`t)^Y8lIn>m|#qcP98Es{(H_+1HP~^Fao8UfeP81e&{9D^79>Z*&)T zY)HiI?=6@g`AI)m6A>ng_U{$|lq(v>I~bMgIi=aybg!YzCp-NoT%2`A zVVF*FeteMb4`{W+N zvUfBI`$GHo_K^jYO~n;qxxSDv@`Xf#)C*BT2!+qzr^{7k3r)*)9=Za!y&C#j67gL> zsv2j{oJ;5v91K#e$PuyE{R6<&bEozio1MT4@IH@ZfAhJL?qjJ(d0X5=*p48Uc%C7p znm>;etlVY1?kdFIJtgz0hM}3aJrrx|DJvB9^Y~36q&oaZn6qhQ zT-8=LtC52mP`#!%R24XnA?M`7dK_TVv+$Oug@6@W5C?48X-S(UFOtFJm?ov4dedv9 zX3`VX4tPjTnC{22_3m}V3jg!uc5DfoU`aK3POw`2&fs#UvoKxJ9t3x9x;A4=$`}{$ zx{B==Td75?`co1MyOTQQoIjp%c=R>5)2orC_Ce$JJqBdEHt>q^tHTQ=>pZ7?EaS1XQv;-$23r^ww9+z_DWt+YjagXj?^ zuQtjB$wA)`IicOm31b3y75Pw_{~i#zcfiTp{gr3U47$KgOR^VTRg2AiydrN(U8s39 z+|N4 zTCqi#AXc`^5-2sP@tRq5)D^IBseL0qkQu_vPW2Dl&0ZJ2@=!mzJ+X>EckFGfq*N0P zE1T-MGomW_T9>WNCMa5_b3g|g2&C_yxs`-wf{TWL$Q>oLvkh7t5OIj$7PU(T(U=wHgg3!LlQuFusjmYWVMV zl9{kA(3LEnZQr332wv+s*bx%b<5&XO^NEi*dv86I1}=r#Su#j6YYjs%=obR=U(1j2pCFBF9xtfDVsE=OlQ{m? zRP(LUkLsV(hXTd%7WVk+4}GgWC~2eJ3@Wf!iR7G^62Qtl-Xf+Wyy8SF-BrW0#>~6p zEmQog3y*7n_@yJNN+w@Zlte~JBOk*WxZLq#;bkti684uyn0RI zf=csuQp2R{H$M7IV+81nwah`?`pnYcbB!o}M;P@jY00)_6+w&&HT4d~yT{umu{~Jk z%Y{w2-b@rSlV}ufpwek&&Jgk1i@ev%h681WN~oA!7r3t$kEg{nxO zml~~2Crku+J#rbr{a9!Ik<;l#aEpuBnl5+zV#4NqWd!5Wb^ms~d6rPi4ij7p5UY~O zob#mzdpLqKlOU{iv^dUxs0E=La?9MjPDo3?mMg;*qyncz&~D*cZVO53i68G<^-_Y; zQdNExMiemnBq@)h$8Y3ia3(iy#cgyH^@+o^?xx{onmlgLG(%w@)4pVcWlONFooP1b zQUjBQVi(S9UA(g05KAPC@PQ*i1s>W!dBB6`7iqgBcSxkn+pu2%wfaXywcAn@u4Y>F zW2YqE_|hUQiuHXy42?Ak9|@XrIIoU>h(Y1r!X+e-@iiRSfI)P34{yFy68I!pAj%fw zWd}4HjC!w+3ii^n8;p7I*zA%bns+>Zetvb*eTKF>z9i!6D1=2GD7m5UsUM(3fre$dGn^hHF_(xn*$Kc$yLN^_RxR#R z{f)wyUy1vsI#3r&lx;arV+NQDi;RMXiosYv|*uOwa+U`FlYFP*N{V zjUkP4X(p&Sm{BWmgn;_M?f z%X^lR%$lJ;^?dUx_Q%=FbbiwgZ+l$n)0L(g$Ljh5_io;fTp;UFJLuFuF$1nFA&Fo3Od zU*?FScQpey^^~P>;Zz7X#kW;6E^p0xV?J&a)@{qmz8}?L2g+6ZV|K96wm-H@z#~-; z-U*r3oG-NzNQQzM6bZGS&}acS@o<$~BIHG=X_hL*Lsc!^jN9j==P|Ou!Js1~vbq-* z8VeTux$@p`7r41#^o;(2Yz)B4V-wx?6I|jLUj+LI|3@?9rh3+xFh-X7Uc+YOHb+q2 zRW=BNU^gee-+NS=IOKMhU(MpcQuc7NTrl02yB<171cb#W2_qD6;F(Q$8WFlcXtDZ5 zQrYYSva5{vEe|n64YzX(o^S)edmr7ManM@|=>ZlP_CO~07)6fIr?nfbzoX8cnb!vz z$}*?|?zm8$pA}_|ETVc?ud$2snKo^T;w*)}=n40T}7Du&Eer#*0P|xe>&O2#ttza82P3%HTs_q)HafsRBL(C`#__0tm^Zs`%^~ zSOD-iuFp$Fb8C>8V~6yxOYGD_WKQdmHaBGuHaNtkOEVS^ptkqjIcXv2+;r2H!t25J zw9+<8{zR3Xy-Kfrwkx2+VexLYX#`RL>GVnh*b4Ts$SFH{5Kt8tkN761M$MpUkxiJB z66So)rfHu$26s=h(Hf*Xyj0#G|mvH0kQ- z`U&IskC5-UQgZ5#`ZrJ(ys$wR+XQX;QJKl(w1eqHBr}OhY3VsV{u@mH8$xiI4CFMT|a8HLI?2l zXkBXkNKbki=^a6QF$Xya`uEYE3JPaF^YL-N97p@C)s3YCrQWAqqx+~gGbRPu3 zNAG&c_kC@}Nv%h73&;@V;8uCpNKZ#sm=HVSXR>pwvoU?VN>+Jx`9=Yz+0}io+n>Kg zHL}qPZBq6U!R9NkK_i7U5fvKtWIukdNIuQ3C|UTKBHzUi=BmnM>PnW_C!8bIZA{G) z8Zpro1B4Sso@27BwY2Q@7%_6dN#j~3wro7pOW?=qcXJO*NwfZcYgyt#tOy(eknwZg z2=l0q4R$n^GyTC<%9=5{K9x>9sW)?;?s>VWusj9eIqPH3WzZGs*jXh-R{IR{0HN{+ zNm_Se=7H+(G|HQ+@zc_uW9kcYTz?I=dbks=nsxZ#T<^kHt7y}Cs26WzM6yiPA3Dqa z#ZL{7PHGINcx5pl940Vi7s^ywF}9iDFNd;yK4n+tN#nk0tHq4~lVDCNDFm|$_I%pZ z5mH`0=;|-*z(FP?$c_tp(RufX56H`%tBd2L`6-Mn$Uwsxqx>Aji%dR~s&9e6766WJ<^)M9C!Q%F9poNlhiL>K#_ueyD{Lc3n!rp69cU4|JP1 z6l#pGvG0>>h{|<>Hi0ekG!1HjvMAZA=I0*N87k2cRRXp2PDkux^c>(AsC|E z9c)rbYLE#)H_lhaC+h~GP@g^#44*I~Sm4uxW^vde;Vl_8fLIV7uZZD{eBJ3l%ZA>~ zY~Cp2u=-7E9)8ru%`5C#0xCYP2`N&~Eichee z@V2YlcMs3L=d0o{3B5S{r|AbW=Bp74>18!Tx`l8ey#VJ4!Fa)8x$iOO zz?-jTfEXOETUtap^#i#sd2Oz4#`c^&N2|;wIbbioBQ;l7lO8zWSH_Zx65-8Q4_m!n zVA@x44xHI3ev@MFN4m)`isR=YklMmQ;^)mRCz4rc{I`b9-!Hx`OQKU5WIdA$b6MXY zyEh3W&L!jy=DU?xGMxf)j-yApf#$z13KE?W#3#*&Fwfn(EJePq)&G3)QRmx|!>vym+(^g~|F8z7|7nNJ zo;;sj(bg#mjeo@MVqvtFXN!qYv=)Xf{vV|}V?i8#7XACSlf$#++7t29V)i4%wq7CK zWH=FbcvT`Is0g~Bx|}odc0HTBj02L{8IDnJrflH}`J{d6x$2QXXfkox#;8j?D@QU4 z;@Si*{;!eX1bn>gxZci6v#rKo0v-ckX5ZdH<5@Eo0r&41vTpuzERa9$xi9vE!#<%% zj7vR?@lrXl`u?&n+3W_)oO6($-&Oe%s!H{Os%+8;Jj7x|0Z~)Ba9nZCEqpqPizxGs zkM1wJ@6D#|1h}GEX@GauoVSocK3k}{o`A?~TT`Y=Rp13U5l{d>l>3VYa&Uh6933j+ z#BoVarJ&)(>~0|Q%d;;0y2I&sbB4#}Xib5h;}(57;=(q&eY2PkEF;e-^ftGChh4K; zd`8=?ggVc-=XBIzbXtY<_~5%?x{l+D<+TeXUqp#Nv(<9aDn{xvsaxA8Nfj!}3p74I zJvg9U^qse+J<2#f(4w3+0dApLM+M=ZT(!FO1ar$*ws0yPMpvp~n7XKvj-8JBtaXwE z1^mIB6ltbMO)b$KOS6A7(Am|p{~bol5?f4_Tq3CC?Aa5iatz~k+9YeiL|rbm+n3(u zkM<)ASNoOIy35SO6BDS)&G0$>zc9l>@H)8KdjDL$$3Q|f3ah%`b&}rM0ONMLcSM?^ zgG1q=jRU2Yqs5q<1USOUcQahBKJQRcE4get9E?>>1dK6dY|KZK+Bwb!Y#B~sQ7{Wl zBQMk<$~d#z`sey|9R4~4?2{nWE7j~KL~$zQh9qpNrOb#!uPm^>hl!BXL34IT;12B0 z)Bs}<(L)!gw*SQn5OvI700t-efm1A!pVGy^#dE?u!AWWugE!*yv6+FXtt|)aa|7=h zn*DxmQUonj7a)#jz>juVgb;C|p%7y1n*CtpTh;Pp8`vPTfE|;1%-gN7VvcaV$*1d+7MB5{xw*|icj?Q*b#_>!o`_lLN3}BxEV^lr0 zb-QaRoWnZg2u4`sh^8=r^64m+HtU~EB$b@Hl zic;ncqJ!~YD0|K#8^84m2x;ekuw|N}F&MD_No4DXy7^FLo($WyhffxJd4K~uk796Y z*SpSgl3OZho)*!%tO+Oan188|I8DwU(9V25VMh~*uSl>PZp;4u^=JoxBwfYmkscRT z(pIRkaj03oVqbaP;M1>yU3>9T-H6vNiz9|cTN^0d=WFzCb5I6z*Q><93#4yZ!&d@*%rZ+beVKXzLIN9 z0+0)&%+*s2ezH+GCR3yZ941*tbQ{okTAa! z=1}NW0OQK-K^{?qV4Itzwhlnv7Bk>hTb~4W$@}c1JjbvS(ak5 zn7<~i_}WAx_fgjfs*5!W^GUYvNsN}}HD#mVrZY8dO2vf>&m>2DM=0Hy8edK?7by)P zOqu~|oAaNk{~Gs9$@i|i%3f}3kL0q}LIk&|xdts0`7igTKJpWH%0O)=VJU1IU>RY9 z=t5a@sL(y*`NdfPNkF#0Yww63U`ze5?cQvLB2T-IeiwYML3>ia)(@?=4|Z;ydP#Dt zxNru#F_#G;kEe83ji|Mt1rryUz!7n+|HLDFkofO9Fd>JuOv5YCrwqG0fI7l+hb`N^ zd;`jCgo(zCrLd96`Lsv)iMD^mi6R%FRJ7~+iS@WWFy@(Y~Y5HS_ zi4Y`-MicXlhF*FTHcrrx%FTO}D$RjLF3<;P7)?d&%9J3Dr)_IExU>B10MX%ZxFF8~ zN%l&m5;d2nx|m7UuA4b@YqP4sv9+(E;CP6Ak2e{_;wLi^XrvKS#qr*{iWgB^6m@6b zF}Ql?2G!yO{Oa1hQ&|Z*1%C6!vnxw1;mf-@DJsTf8}}p({NWz^z(1OOm5)U@QU!0( z1=QeyWF8`nTc=BArpc2{O}nwR=IdCj2MpK3Yf5UtdinoSNCs3D+J)5S#7QMUkT=K{ zk1jZ8DW3_tIrK%`6XyjRssPhsTgfo`bwfuC194=>VK#Z>8msr%L&+_p9 zib1+b9XJGe4KN`e?xz8Eo7tW)xP}$3Q9^+?3n>Qhj2bsxcY?~9QtB;6f9XC7zhLLJ zudE42t+4AH8~ipJB5PZ^Us!7WgAIoDZTT?|9dWp@n>ZlE+4!T}9KK5$%SAb0A>CYj zO&B2R59p+H&^qHgF(!T7l>{FqG4z|PU(4mZqzr$z$%5$Iqf8-zpTIuK4=qi>2x8$T z?r6M#ii*8DdV%Sb%w>%*H!KrxT0;Zy{M^Pgl|Gl^O4Ws#IzPG7*8uB{ zqkBevj1W$K{c$dM1-G>6VZ%mwKWi@m9XPSEU(2L_gRfVnQL`mba&Ed)ImHMpU4qlT zHWHozPCO)UD=ch;FLsZYb>&8*@eoAtz|&&dD~GaYYyn&^50fA5@yk!rDYmqpNqE`K z3V8T=ZFB$N1ZRj;Ow0?S6X->mCObOol>>JY65aC(5uAtorUZ|j#v>yUu;{#2XYaOU zV^kl-GlrfFu7ctb$_3by)PjfTdyq4xq8&Cr#-sk+P#~E&7p-JIk;K+ei^|Wz=m1(u z$n&%uUZFu`GzwJYFJgr6}=~^jrDsBTG|t^b##0ph}Z0I)rl)&08k;s9#nUOVJ$01$A@KF?FmFse3eC$O?{9qmyC?(BW)bSSY4Y91y*&7)_NlEyc_$CUGQ~~-S5E$F=^A?w}IhKEcF(m{JCBnZ7e2v zilnzneeLMy1ay=Qe~ArJXvBKhR$O^Rae*BPBhwuB5kwXIW-xGKlqbyNxym{J7VF?4kbQ%M;MzLUk>Cz=KG6{{d3J0{qI?3cDsfoF7s$4Q!uH%`wN7EYcR z9!K!>#>yb#3CR_tgz^Jw{8_iYLYs%qqdh++%48-utDzREmMJ^Wg6m)GXaO1jTj+k< zYqyilnbZYhXmJbBsIPyf>*u9|MSaIS9Lv5^2IIW}knIxOqQ@TB?6zV_hiLJ$B^N~%Yc`5{nGcptEkqJhXs9w79+e;8>2ZD&BfO|M*o zV$KT~*KM>>DQA=?%iWHRRo+~zaA{+`g01~0Yvq-pj;8nSY{nFej_kf1OhR9u^w0s6 zxKUc;qus-K-bps;#R|u zjz;RbTb?qH&V$+Ww;YvMHs~l|YmLmBFs|ck4PGq-KJ)xPL0~o;r}|}&eaA#$BY1u3 zHP^3|3yU)k_SDCYp*cPw5oeXva^2TU-lSLGhU8Yb?{9(GjALGZ7>zy5IaDHT{DXu5 zzxgd@P2|-f{Kc7hiWACWAu#Fy+}>#1CiRVUf1rxpa8`w{RYlG1SWRQMB5h5sGJN4# zEatxNd0-qQSTqo?R-)v`VswTHhii&OOdz06&|^GQ^RkMxo?MiizpfXGcUBe5iHOF5 zVBXmRe=#fz4`aax`Kj=iPI_IzQgipi$oK<|jsJ~KMY7F3TV)qJ$)eD>5B!>vl+aFy zE0GS#17q!dU?+;)Ru_!{(uut)g3ziuU^osJ1l*s)Og}N0jY|HTfYs7!cp0p1I3llR z$#mp%zpr4LCDQeu3kUi=o4a528 zkCV`FLICYPf(nNuV3c9>%px<&+a;FO1?beH+z;PBexRsL*K$Plx5Bvymzt^bDR!qb zU@03WULOgk)?hRDy>1A3HK>5q#9rMS=k>pV02@8uC|>(6uJ*B^bCcE=!8MPc^4NKdr!k39U2B_QR?p00 zO8Q$bYH$3q4*kCqa1Kcb?vZT)u5g)(#?!>DItfW)*0MvpYyepSa+aDJKN}o7P|2$^ z-+l|2lgd*OajmfM{S+~yy<0dqK;N4wiyM>|sVk@lT3XA2r$k(E`qHB|u?}o``&{OY zt8Afj*;VbS6mu1^>EEnV^j#{nWd7^d44u&@q7`U{mpyjQPQnb*;+O;-$^o3 z$(D7i=?oo_Sk*I~^h)OEzxz?1a?vG+lw(G-9dj(nn-Qq8f525Z(D*Bi)$hdmz0J$@ z`{U~i@XVoq*U`qe{sX?p<1PTaZCChL2v=Ho!;44K7T+@rde!Ueaw3E}q|AuoUQRhy z0x5}(BK#{}Q9~}0Z?DOd%|tTdY(p76VK1}$2n|C^Lf%qLJ|fpl|4_s^;aC?A5;y>s z7p$PLG>vX>`r(+w`X)8y7?@0j_EE6F$2E|QeBOSx%KY|) z1NY6T5#x5}ClBmwSl+;8w}XfSJa*nyTt>}uXQQ9VCRsxf=3y(=b%=$D&J$_q(zq3$ z%OvT~wNBO$`2g}VJ`(--tNc1>J>x$f3Z>tO(f@fQ^=|+kma^C~)TvZ4%||nIDlpq) zNv;?TCg?bz>VF(b9Z6V^x|YWY^DE1WUh;cxnry~eS?U2^A?x-Hq;6+k=>c;X{_pH$ zoYmy`0Twc=@+#B?N3#0*)*^mclicSP@LDcGhaC#jIRBCT+l$MPMN8m!4joy;aUMK4 z*-iKf0*ZxFdw!qxgt)pvGn@;fYTOqr-Bz?o^)*Jp$gr8yfgT6J0SN6x z`Wx*Wv+iZ8X-QU9(XHZHWE%R*yf>&NsI+;4S7|eIlMYs4Ld!E@3^v4{ta94Ag;IFx zP4iD?Fb=imBE3%g8T#$@cAVCTH1Slnw8t#rd-i=VUcL*%YtP!w2-~GhGWP2N2GtT0 zE%l1E>BHQH4N@Ae+mpth1^wvg<(DAnP#E!72BJ$KSUjJWjuXF{ag!2EPl@5%3o`Hu zoKZ9Q!DIpdp=Y`AK9Wu{AW47I>MO)l7?@>enanO_rF7bgtjT@k)9Ta}xJ6+^uK!-q zq=5-Uz>zsK>|Puy_iwwiBcoW-vM0DWH&KTV>QNwl{^ow7-wkDf3+U*HL&G*|#=3%w zD`Ec56wHPy*y)-=gB*8sn)<)AmsD3@a?#55ixREX+keK5yDpcKrXdc$m?jtrt$02= zC6ttsX{CCaN~$`wd&y^cjevF7=@zhE9SENjU7!7h_>8O5>a9h|V zI+kva&taxTqvEHu|A}eVCG6mYuWhvf$mR@2k#vufnES!T@!@Q-xk{Y$09Dif(2nhD zH1D=(GtB^?I@A@{Uq+$(U8-}%tj07)P;}dX-%1T5qt{T;Omk}0Y8Qhj{)Sdo7Wa0WNqG%6ikCCqX`jLBzmY%n|yAC=S}pCTzZ zt4)BSI^bDXE~igv@!B|XIFs5g;>Hww(Rb3DYb-XwA=#p*!RuQtAD`&ep)XjEKtgdm z0D?7v4mEpnj}xv*pJBeY9UwhayXfAT;A}m}_o>cqsJat}RMnM{2|yA8^>GL$9S{c> zL(;?NBm<_BhXzsze(tO7_~hO`iq1T1dVp7F_JGixS~7n_qf8vQTW0yo{Bc(QQmUCo ztMf78-;T`@4xytRh!!}F1fdx)7$^w#2R+SUC} zYf;0%Cx#OV#_#u;PeZ2EaylgqgF%J1BAqx%f2RXYFz>h}0u}lcPDG&D`CqNAbg>G+ z=*7JL;s7b{I)FMXG3C8f;B-HH9upZ5RapCvX0=uw_A*L>3IL@dg5VC3`cc30bkU@c zlW<(uM;hOsw~}p_2j3Qin4Nak`SX#UAwG(Dr8SUs*&1)l?^UbXl&P}~@0Y`3TsVz6 zhD}n%bK_3-EY3h0YYP#|y~oH8^9UAv8>&O}p}KB}R)`}>LdK%XuNVNjz}?W^aQeuYw*wts@JpQ z{6QKm#5qhrBT5}?MFEF>XEz<;zkLgxE_*{LI7JeZop6}Yg1-*X zo#wXbn@fr8`Fxh$a#j)@E2j5do?r9KYnJV2fOv%Jf&x}shqsW|CY2^lW(c#XSVXC~?qaREuw+&m$a?*uolA&y zRrwkqxS!e4UB9KrFV%=2#4ear<498WHf-L9`oKaW$VwICh6<8M7Un`67b@?Gcz4M% ztyKK>5EM2)<=iGm?UrqAeL!)L?BC>7O z3X1&LPW$9Nl3PA-qQ=B-kn>!D50OQ_+N)`TuyK8sfT=oAKI)L>@Tou2N+4LBq##UO zwPB7@YS|fUbX1_iz~80*?W3whsXZ^I`f}|;Ubd6`K;jyQg975dg#u$(tS9~Fb#Kq! zcZ^@R_sXV}lNT`Oi`Tk)V|oY}Mfz;DX!LbtrYVLf-9v>HILmz@ddtMC5t)z9(Der| zKxoNi^eGRsrLv$xjYyO+Yi<#PTg(*3x89utSd06# z&x$s{xmd|k$0F3q^Q?er>>x?0PRef*5G!^#?m3uJt%rkQWNV{$+4{mTUxqE32SN0OfOcY6kQ2lD-wDcK9UnX^Rf@mG)^N=)m^#BRaMw``?F$q zbb4Dj^5KiQYUAHQt-u#fI(#OPOIzFWF=6VuhCvi04A*?d^Sy_siWDT7tD7H3P*%xe z0g?6i8D{?WzgzRiWom;*&jA6OH~&|R-~2|z@*J7nCG_uqJw5>!UrB4`9TJm+;G3Ag z%x&H4Gl;PSgwvH(W|?D814&tyLNNL=ni5f?0$Cnz6^0wunl!)6$OEOdAZ8&dbW{{J zh<<|RoXQ_Buk}S^bfsQdU-ENG5L9lDGs@pchiVBSdzM5mt-&z(I zwab2>`%6z-SrouE>y8J0$;vR}t1F|TUi}3ZJ?7(o28V=<5h$ksp#}UisT$q@AT!_s zHN>&SS$t#8^u%X{?is~Tloz2;FdG(G5sl!U1qqa%L;QA9seDVcnM6P2D==(LqlIVF zXf@e=3HxRUbqk2zww4p$Tj8}CJJZ?$9oKpKuBB`o#a`5Gw=*P(+`iP zLVSj-d7X<>?h*1Q|B@Dm#@o^I{QhN%ZkUWtq- z7=wBY!EgLo`Ey7w_Zy=O+G~6d@sRMeIEaGKOw84>dOgz;UB9`k>PEIepcp0y4@zsQ zz;=~#c4#z0>1G+q;o%Cc0Mbm1%N7qc9%=$d`FmwGltMKwH|bz-cyhNo3T`QaMg-z- z9-4TUKYsu89NphhGs6@|J4qApm*{EuVLU`_9sdvj@Rk+C+0y4Z5lf~UP7Ks4|LPL6 zB3u?PRQm@r3H_$uvPun2iVsxHK?6Nz;>&wSDm2?lpBQ&4pN#a)l}3y?X3{| z!^^qkhpx<+Kf+UU0miE;L|;3MkZjM=j=?5FZbVa(d@yz|3;=_6ZRtwKevrj zEFupzT5_yJDyJ}Aq+zy$?bv6ae5iua8Pn844M#bE?al9kYNW9DeLIDuYAkCAM(>IK zVg;0Gxcn`1ee%abRz?|u3Xlz7aht?uFNH4^bjYCOBpGZ`aueife=|EWm#^mXI?ET4 zY}AS?eJZYL+!sY1?`gx{=B#N5pou+U%zVsX8{8k+(RnldRt(`g-t8Yux!2_yO}r=e z)m(ITNePDPmPWG|E6gA@ckJ4I0zT7uikT;V{sw9y~&LO?X&zVMedZ z5faTsG)Dv0|6-pYQnh?BqqE##<=)}KdkdG+uY}NG0nN+g#LeL&L)m?anJHVI@Vytb z5cetOw&&m%Suaq(?1a%*#|TaCjY!-;?@)eAdnjopd&3br+JA72*6DYM-@2FlN1m_M zv3ZT$o&Rs{bTj1x|WCfayXWGJ^blm>I%XFF1wLY2isYs!XMl$y1Ch6T$rig_15(=+qV_)JX*Ga##q` zLEs;cA`J8T5qHATbc)Z97l^MmoY)rrIFT}ZRrERH##(y_T48z|)telQYv(QIM~vO98c2~Y8NU&^wM zUkMNGYAwwQ5l{^HpeD78Oin4Xa$Mp-+FyH0Mf*#07|g7j_CtPxQfA4(D+3l0+i<=k zGDp!O`(Ig%P?82}GLq{YNGD1oRxL}fnh9e(JJlvL(*CG5%%k`wAc<~||K)?2jeWOR zlDX?_xE`40ItmLxYJt;QTjU%GTTENCi~wf@xD!Yz!x6FZ>2SZpik11 zQ+o$QK_`p5(9)_}fVC9WW!b%KYlk#QY3A8x_xA!H<8 z0KU3YJ3>a4q?e=>L}mYknJJ2aN`8I7Bq2J(cIc<7e^dE*@Fkd`0w~?lBTm(y-521* zT`S8hUnXd0wWizfdVy!4HN2dKA6d=eJi}gROND?Ks`QyFbLQ11`ohF)Q~$+OD!h+8 zaj=xxIrnz(fRoW(2eqLF**HkquLkp>u!HrI&gNp6kH=Skf%?l{!F3|5OjE4iXi3as z=c(;emC!Ok^{m!@%#R769`~kcwcC_e)D{5Kd5707Wu+z{ap7}t8YRF(?{~^=Mg0UE z+*u&QX#KQ^HaPhF&RN@+^tS@ zb)~o`;o6>UJk!&mO&cF~KTEIzoVaVra%DWX43AL<*~q3JrVjpR^PWs0;=~aLog(R} zgk}IkxG&1xkVT_M7&G~O)8b8{=+KpV5vah@FeRtOZhH3)CaMgaw}~U%ghH*KW-Xwy zGOYW2T@bQDH1KD}9crY#${$m$F6!b9N{ZF%J4j^%+@*b6bHQB#RIQeFb;tn^%(D2KWlASVTNWHpKudOFbbqZHLbnH*gi+MLGKTvzWFg6-EW~9f;b-)rRfF z*)zXFY(GAEIH#hGZtF#sVL zkA!~BD)6*GmkTb2d|}>DUw8LOm`>`K6ECM@L;_uXOu9d3&2nNQTFN~;5;IS*<<^`U zM|MxVg*Fgm~~J-PLV3#WduaHHjS=ldIqqRZDId6v*< z09PLi-WSH${XHSe7x?j(P4a4B63S5rl7QaGo7O-%p>VcOc-QD@M+F3#8+#81(*mSKDYZz!U7 zr6vC@EqF#5=1)P?M$~rS3*!sJQe^8RCh5iF3ur(|rl!qGuBoOAwm>{#dxpL8ul!6t_k;cmu}-$3Su*)pMRao_y&(NO zgvM{)O&;uS-M|$5W?+^W31TttLSZo4Q`^d#Pij9*-qXREXG=VZxQFelJk-ou4JKM*Ep&Hsv|> zl7hlduwxr?)&(vLy~$^X=h}$snMkOD@+vT-11UfE))5I0SEHp)Ax!MIIF#mRmYwUQP$btnJ$Dmc!ZH$ zzo=`&J?uZoy>6*8Z_9(>UaHdW#E$%d1b{hl8>4r9tzJ$(MW-Ibm1ANC+^$LjRWDVt zQBsX}f<82p^``}h702ZoWIG|12)=3L)bH_obp7!#ke{`XQKRITr<$fHxkPA`-Hp~x zjFED*B*(YD#Zm3DSCWr>vpeThRB4HuktUE874t$VGVj@Qzg00uT|PWFe1vQc5HkuH zA=19&8oYMhGd)W_+SYPJ+gJSdJg-!{nUPT-`zLp_^`BdMcFeCI$Urc5$dla4&%w9} z(-Z8J0HNhl|FxCN9~8HXhUcLTvRx?sPj{Nzr0*unkeqRJR+S5hEe?^-9Fa zv&vU{_bwC@?}cb#wkWkP{Qy{j_W;Sv1C}5FmX5%c5E$~_ZhO#B>P7AS(AGh%=MJ}v!i-D=(uRPIhLvyMfh4%{20R|Fp~e56|TRR_pRxBd`!MvNk61i=v9>)lTUO+ zY>=@^k6!kZqWv+%8dnA);32U)pkWjJ^uCdR7lDulgCJF2>W!GG(Xpa28sAP z%A{m|EhW3hLh&5yz?D7HBcA*WfoDAT&1dYHaRq8ateXat-9W7QH>(4(Czh4Y3}QDz z>6P|XMjrj0vG*TX;$CO8p^f-nA^k|FQ}69%UX>I#NhW1@>iXV)ZYk@;WWUE%erT_K zyj-2e3p-+3J&Lz$QJCQ`29K1pl}mM~0>Kr@xJ@~o!%akC-U*}4U%+Y!4mbw;yud7h zha(6bn;*SyhUF1E@dlwHO`EIjPa*0J+To=L1=>)S2HI25YHd^E^Nkro@Bb6ZK3 z$$?P%ap`0<>pv&g0gZz<}J&QPxf^DABFh4?s$|yrHkn(bc<*GoIN zB7u+D&FVFeDU~X6fC=%O%iYLEEfbXaQFOWa#-X6U3DUo zA;9gonNHbQ+~f8E{|i!d>tpAO7cd*~BhPi~W2sncUgCI>reQ^HoG^%*T`G-TicSMQ zG#Fl~V!|p}f26G0D3ZIlRv02v0T^6z7mB4aZTS}rAe7!q=sMD}M%qT#g^r*|@aL^$ zVeOouyz6D|l;Wi55!-C_?ZL*y;E0TlGYvkVC?ABK=&_4#IV@_VT{~y{2Z=bd;rP+gapORP%gkQdw zY~fdZ>K!i*En;SKJRN2f>+A7pAv!z*CN}16LW^HfC3^A}VXD}wMHbv$ckOCgz$np1 z5TNr9RTx1a0+Xkx6Bc%C-mPAcRcWGtD|=fbjIZyFNmVJU=(jQ#*fx8thYF{T0sO)W zcN?kgmD_EHRGT$$?(0@ ztrTEi%PH37WYUZ@D=MFVd>xxm0Xh-~!63WFX{A`jr)R&mPswjt0AsF)ZkA|1&_12 zC?Hx@THxAI`l)!4^p{B`9lM;#P~1-vOuKqWtUt|nQwb9k#7rbKRQ#9S;80(id=LLD zV1U95>u~cG5rpO7bSyi;!C4r>DB3|18z0DiPY6+3TW2uS=n}GwU5;w3gU>~*wP>IL zc#lxUfP`t{Q#~m7pPE;*Cd&lIohHA!zE&ZF{dMj^q;&2d4AY6rEt$0`;#Uv!lQbNt zoHR=QzWyc94ug$^}Qc z8_)F013tJ^E$G%|Z)%(-q@L4OX3EwlplXF3$H)@5jU;4Q0}%#b^r+HR&n`<1@n&^m zRlFGNI$)&w+jvINdkyW->Bq2V!0F5cT4MkP%=AJNJlyS>^&)8D2-z9!3t- zCZMuqm{((F{({n!8G0%@7s(B~S}045&m>X;ukrvYCSoAD?G$zGj> zsg;hW zP+o^VI!!~Lwphs5X(K(7T!0PFL0b|gYl^jTYj`((wX!)x^pdcJOLRF=sx4~&_NYTI z!=BS;#0SYoM8$cSBYGRvmbNK_ul(lhJW;_aNdOk%OU@MB1W_S?rXTqe1m@E5kG1=B z*93@`pTh$@;~D3!g9Uke>%+qSLojSNb|r8LrymbcB0Vo@TI~zPzg^NEv{^DHd($By zr$1wr@%R04Z@=%I5lXI+V4}~zCrTgkY4-hRg<2U1M|~w)m5if#M&U3gnqi|u-&2n4 z@ES#707KyJBme?ngjWyG*4d5zj1a`>9G;Mjsh_Ov;<_AG8yFgQW)#!EB}5j)gmzt; zA}k=^ebPW~^p~#nWLHUprz~vBzZM1`VR@DE?ytttoma{6n6*xtUG4=Unq2!#|K`p)zf;11()^ z$ngl!@*b%eDvpx%BRBpHo=Cw@KeeZ0!IM@Gj+xe|mUx=!9c0xOeK z(rQLGtR?Uf6r3NBd9Z`}nn=Lx;G8C~?BPxBc89(tyA?$Tm5(m8Xf&ePQ`doeMTw2i&p4$re0sP&abQ1J(g#yizDj$xJqb_uAo;dl1U@5&{WW{J5Q$=7;Wzf{DTB1j`RZ5c2*=7?sU{PzW4GsGK# zzz*Jtk4`Nj$7*2vJWcivT=&pjC{4p;G4=MfDr3jajoX>>(<*FYJh*CFrzmZ-GoYj- z0_AK(nCqeUD?F~#B^qL~|J2&j1#2{~iIa#usoI&L*W2_cwG?B26ZUHQ>;_8MNi;;CgUCBMU9A}2#u>w- zeg9lqIb`a@ssdtF;pN5U^LtbR9Oc&hjWLezbfJZ;VRu!_VU`k*VLEZn!G>Ghl|Nuw zMA}}%8BJ7@{PNE?%l>!t48C`})nP5V;soI;a7R@+yU1O454dS9q$EwDc($zmbs#p% z%Itl}ZMOrpFqD9-J*v3$lp^@$ZZkoU%80`0T<9SjUcRQG;LeC^xZJ~>>N>>p9}AVF^*no?<$h8AeTe8a=r%3b!9uRId>mSc z*{xuF5f)JIz&o7C@HQv-1054T@hRzU`nL?Yf;%PX+K(V{d1{*GK&*Vw79glo-!jA7 zv{olg%*szzLMa1Wp1D|l|F!+KrQS+J!4FRDt0&fto+zO1f2)rR`8eEQmWn|Ke3QzaRlW6*4vsZ05OPvqGH z#c%A)(ha8u+4!H=`L;coKTe^R5_1&^PJ2hl`zx6WZ4Ad|o;Emg6b8ImfE9 z4^plaPm&!QXppa|i^(XWExs-DC-c0Rh?@D)_OZ(Cyo0Jtjr5np7;ivE#y-S_-te^2 zjrFWS`d^T8;DVHED={fh^Fw2tEe=Igou-u6g+dTHv#0D@j3(y$D(SLI3dzZTi&c1f zb$<)x{aGrPRN}K*7ei1CtKXDiS(oIK#-)j3cbU$Iihd?b>>MFk+Y0m<~V6-U0H- zq3U|FCpfevuVfMg0E6zKY>;ioD^Z!HkE#CfX#&s1y)OfR&RKrvILDW)WEm`POq_X% zp?(`Sn3bea{w6DEbu9EKRia+|7OTSp?pyCNVum~GWumHBg3vI{0KVh)TFoL~1NqB4 z-5D~Jc1s)^IKUO-j9B#_>A|7i!|=bqa#JIPY~+=-ORO%AZR+R8?Q<|SK!mq@-RSr^ z>0{cKF|mv@kwpWMca)B=W$INdU+FxRg4n`>Ay>K#NTtfoN0GDH_VG@8of7kUMXW&S zlfm1x2?Svlvn!C$tte!@@~e+Jp&!bK5Obync%SE?b^<|7K?8ecI+X}pTKh}25Ex9J zifYkHFS(}mBclJx{4k|hhoBph?U<)bLGLs(E9%w92%OMmvAhp)PN#{KQz{CqD{Z@J zq(kUdBQN;R&?K!Sl!Q^qHGg20TaZx=smZR~oMtTPX}UbAH4Vq+fdlh_d=DVZeRp6K9~{k%vSQ|PV)heNlK+r< zfs?w|lp^mUvl*1^4TKm<33kHy1#ie|RGl-kdqI1hzzUkr0Q= z;MY7sc+y6fPPCxZa#AVK>b4taU+9`ljrAGZ`Y)jo;txbaNz~H=ndiWqk zbcfYaOp`6OmcMYqc{g?#H-1M5;4n=w`h!uwPZBgyjq_|X+e^H3TyDF=1&(uytEGPc zMvqok3>|u>WBaT&@J{1dqg1N-AN<~$fMGg#PBYYwMuX6PpOyu!PPi|D*|G4vx(#!- z9eNTR_Bw2U%qrHSx@x}&Fk>JuJ=JITc+~S8$g$W!5jP~u4*u~O!NlDLXY(}H2-4#k z63zv9L@91p+b`j0_8EzX9q>Z1ypWT7zAEcmc0$}U9qjXgc=Y#I z0ECPzRNvAHpK11QMwUAMG}9=DZN1gX_4q+bs3(p(h}dJ_>Ga#{-~%w4k7q25>tzgS za7_+-^aH4r4e@kusLOE(G0z7N`D{1Rkok*0iC=LZ7gx)Z1Ppuop}xP=glBPB?9Lqw zpx`dWOwOrk_0fgEh|kIaXT>C>4GL~qh*IrV4xV>I$TC#--NqGb_)5s2n8Mw9^e%4x z5O-CL7VmpbHBjI>=}Dk{Ce2zP#^ZSPUGl|Ne1MItuj}UzwRX##W zqrN^0zjh^w(7y&?1eM1DUB4`huLD8FYBYGRf?6m$GV~88PdU{tQ?A&xTwtv+q`#zM zaD%VBjCUs0n8L6wG1ouURjb^_4vEqyFo6M61T00ccynlVSr+CHF>ipb2Ih?xyR)!` zGVgHgXG&6GI*qObeW>E}P1Jq4pwgxx!{-+HZ36$`L|f=YN5qc}L#a+iw&xaz3`zOE z8Gy^_CinQLpf_MwC6~QwI8uXR>CWi0tugs%*TU1CC667CbU2ubr=&~)M=8_bS*zce z`4iq`(F(e-v+c6?{8XF0G7*3(i80HA%1K^qmA4D9nyCwzjsOx3w5UCwR z=|K71XZQ~N!|xt-fwX^+Q5kiU$3hLCsat%Z9?t}fnswpPd5n&90Ii80qge!bhru`1 zN$wZFweYd|xRvMX6$V9AJHk-!$6jd-bmBx|_=g!^h#{VV&~{tYjX@+NPTWkyHnA9yjIXf*X^(+`?jEFADUdrki(q3TT4 z0Ov9nZ~axkEJ0Acbf{j*NERd3XofhyWW^(LP5%=+sLFCY8A9dHT0qq`OC;Lz8^N#yQ;{oFaVb_lVd zAOE)cwm+t-B=Y~6qV1{%z2iRf6m0&70}}xt*(O>(Ft?Py7M}#v=4G$Vm!W%2`!K}Y z{Wch+j!KoE$Gh6!N7qho)pJ{I?+zqDMsP=$r;sb|cyG5Wo}LA3g1%mOF7Ixcv{e>O z@O9gY84-patWIckf))geKVPgpl+TLy)~MgVEYq+|S?zzD$%`-vhOcHVXMm6}4|PWC z$XR$?6e0c-tJGbZRF+Q@2Y{7D@1i7o=GlQ31?&3=Zronq!m%gHdm*rXhc5=WfUUmZ z?MYmBYqxon7U&wV9QR<`sEB{u4KH)bGhqV zRu$aByDKZ^a*;iwxlAdtKbB3v7MY3gv=G^3s&5+85c*GWOV=7)c;nWIgs$C#1iKfe z8(m-Rlf8R)G4qf-SYg|ftaRDUPd=)bVX1#AtcbBWW;1TLvojot;<|yJtr7>`?p|A* z1i8L*_v6!>Ji|nOTe0D;*G3Daq;l^XVfyB@DnXC@02`0wcno!&`lNP_%uhEZ!^&r` z=Fiu3nFmb!dadYY!N;%Kb?*xxhTdhg$%j)g)+sip$|m0o`ko!B3~>ATx7EkfXx%Eq ziAf;llC#F{V<(QcnphG!$e%y`BQy3dx@bAIuI<`~X2`fN3qDjAM6Jpv;+@fX_^(}G zydX#i?r2LU75E1g)Q~eC)1Z3cXTZ8JEHHI_ZU!Rp%_YT7g{leTh zX4`5Hg&PPAC?BrT2W_Hv1Jkye$^8dS^q)<}Geq)8?nq}{_xMNvAeyq(!Zmbd79OUn zQ1E!O2oXCf8XUY&l980F(;@=tn%4be#w~wpA5^PDcmBK;A}55TfiSOWFZbww+OVt= z1}gr^KY}6DH@ypIf;IBi$u&H=M&bPEGz=fA>!5$*a|2^L4X%t;+Vbn^s2xG z=>*(pLg$FwlMcctrdAv!SN{z$iHns@%PXUNuwl{%3kavZa0;$pjJ2-;UJgNy9Mq?J zG+C*w3wAO9y53k(E8slaQp%NV;kSy2f^3Gt8>}e@f|+Is;AXZiZkn!>SpCW&y&SU% zg2}^5JFNWKB@b_pe0+S%oX9fh!h^oCC$GZ;=<6v=RKMuvu!T>TR#BSC4pYLuT$kD$ zyqVjUY4h^)o0BMRYcZkKNoqR565pDxF9nqOaD5ha;MjdyggU}AbX8ve`??TeNtgRO z$W0gCCGpnUvH!Bgx&cSUgQ|Qv%ILa(<()$q^1Xc9>PB;Jz@m?F2L3e%?Tdbe0fUq3 zx%|hMSL?mibi1&(h}_6rWXB!uF*-)aR;)~cm6Wh zpa4UZ5uw)G50Tl!N+hn-$!)ydld-yw?(BB*R|G~RE(KbT>9q+KTyrE0{>OmKU_;pdTm$4zg2^c^o0U{sGL&P?EM=5ICdg9MQ>H};iJI)p^t*|=Q8 z4m{`1^NCEgo-1J!1cPT53OWTlp~V4WZaE3J=417~jjHYoxSr%P45RCGoHmV%S4Zb9 z*DP4pzjMLI_lQc^v{$IKiyAm~duKLbNBHKUBc&rb?#6fk^~JbcU4`Eab%$^dS3OV+sxkl?#hZ@@O;(a5H0Qhq8Qta@+=bu*syL@D)LX;v}TstFa#?YjQ^76ZR*Iiww zB=|Q5-ai!B*@cyLeev5Bhz&^S@13X4Fe1U|5m%1_9y`Ybd7+Oo7giTTASH{?zzo5I}&uxU5 z^P6t6BLXHpp*uFy@sc^oE_J-g71t=X_2??04gVTqP`drhWIu57f(7>M57jjxD77#B z09b+d0BbSmbHEDBTet_Ts=@{};M@nq*SZ0NB0oa7V++Axa|g@*5cU`RIh8oKNs*IF z1ADDo^%BU2F`v47_BvUFEA+7pcAe#~$e;%_!QozdBb8YZZYDEpPXwrzg`}>jH;_|; z^Rk5|Vz(1i>?Y*45_7k4k3oU2E?1lzo)H<$< z#g2~n!O8n&LdMQ{`?`N6w@K}dM9%~3_l4fP{wI5~?H5Aw*qt-}R1F;)@VVwLDmlW6 zInF;bc!pj1B$H4kXrBgJXC3xsLth~2h}l~-pD2>R-{DRRshKF2rA3c;o5DQxp8zEF zIl2~+LQm`zZ384e!?Cd`LkA&V0UIS^-^w;2+nqCNy4XL!a{fm|J z<2{If!styhp;BR+qYj@UKzC8M>lN^DGQyDKOntsISvO%2d*`=wLWD&8_!mB*XD!QE z(jgOsRSo_%2Ri>X7G??+Eo?4|2NwhYBUQv zk^D(+AUbjZ&mv3Fx^7u1eYszI^%Dq$Ghlq{Q&u5~LPkM{TrIB7PrHF+NOMy<44~_0 zkXI#pIx*;9P^3{efPDG%c3ZUZ?D+wy1qV(D^(AVcurFv+mab<_;7M!~8fd0B6ap`^ z@xz|gItI2&-~B+C+y%-a`61KApf?#v%l72q};7p=@@@OP2|HnyZGK3ZHqEj5HpQ z+!}@Q$<*6AkQxgM#rHd*N z3L5w$zZv`ylHrW1Xvq=BOwnTDse%4`rh?|15fd{nw&BB#5B@rX7wKLOp!q9e0;MqR zKE8PrAgiEv$-LW;O~Lh1UShBp6Ok_`!axdvA_K|{_12VE6f0kueNCK@FhCZ~woY-E z3#c2kS=X|Km|~MuwiEikVpKl7Kg*upnQ68+5_#o}oD4%auz?;!JA{TD0Bji;E2wt$ zcQ){c(Vo8*6^EB=G?tOg(br`9jl`V~s2k2Tc~N>W)B1s_xOpt~xijnz7<{0wD-+8b z?sqPK)CI{_$!AKzqaTwVm7DED9YqZH9bOTndfN=}63}TOcbKRkx_MtEDX7$str4mP zMVNK0i{*+mkSE$Mg(7dF&;3gYf&I|}hS z6^~E~OtyLmY8@G z8sCK+nIWrW#1+WrHRJDi|8zW^e5_;seb5rFWH}6NLl+t}dS=k(-c)fJ^mW-634EyX zTbmW}^0``eD~o3Tdr+H39M&#}qeoC-Tgcx1UFC76R`YsFgCEWM(1DV@-u=#wmO_3d zg6h;<@|ND-U7eEwIIMEjSWNyiFWo`oQN;=XCz@k`%%Qk|pB$kXa3g>Xc8C9NLLIXq zfW~tZOsUu^ZoE2Cj!lY z1aj38MIR?i8(ug84q!3;#a5C7fYc+0<&$n^3tr`@ao~YSzTdMJk+@ro8J<*XE((TFxSkgsixZ#T}0V@oimJKz#~{-%tYJLZIC8NT?i>fQH=JqZFxQ zTtr7vSG4vhpXISQyOBiQcU7@s>_OC;c2?MJ8r$;DUyZ0(ih zD1n>N9;d7H!S0+{eO1KKYRV9>Q&|vfBXsRnCJa3cWVJk4jFvUou;gPXjhQ00wI6(Z znY1K{Yg0JeERjB{*Q#~+3K@}c`p5+g?TR2-xuDy3XM0dY(IA|EKbx5Wfo0Iu$_d?lcUd__b*hZi$7vota0!AHL<%Nnxa?=y za0~A-Wf+_XIE&G3u{~oHF|LLaFZ7FV*N6n+t6!OG?|18F zzOyu1!86j(^~3s=!L*fzCFCt*qP;yNl{{i4n7f_c;2F=y&_gIs7XJzDS5v$t7Iw1k zli-}H1S!bDSGIAM_sY~(L&VkJh(J(6Jv>zf^ znQRf$8`H@zkHd0~Il?h}DH6DOSz1HDkL!<8cHH-#d_RuK(QpMV+K^W{nkr^skgOD)6$Kr9{*VZeZ}qu#>%oUd;i>0T=vdy1j4*L>mDpl+An2~s=y19IYD57$9g=EggBw3 zz^zLzGespD!Qp8KbIYyv<q^0#3o%14*6^4f8Ozm3?`BJ*+Sh;|G$~02uJDekWn0ysFl|&Zz0c zLy~&Fekg04Yz-~6173(x`b*MfA3933Q#%DX%M%AP z4?YZIIOjB3BkNfnj^Ge!d^SN3Ee*4C&9JB>7Tx0!_e`4VGZ{85qeI-L0fPGnCpZU^ zNLXPK1Y;cHx(@8-R@L&9f;KDJ!ej%`^+0l@pkDJx_Id3pwpa#kspy=tPo z&iEZ}w*}W&uX*GEIuSfJ}%k@xU*AGRG?~arS_RvaJYfcKsrW>!Wl=_+w zpsWmI>YY)=oee7f3qH5x2yuU^;hIpSweUzqi8SvAy+!RRFo7|#GYzr;sa=;Y8Ji>D zn|Kw1(g&eK=tH|JJlQ2ySw*z4n3V5(3cbpW2^I6ioHh?a9g(3W*xPTz2b^?j{5*Pb z%f}FKyv>NI9lo#E9#d<;wJuE)Px7lG;dcyM@fSm{;7vu}Gu3Q%z^luJB->3$IHxaai$o;+Q#n_2cHw`=QJYh&D}+INOse7RoYV(%{DiEk+Fo=elq*DXzG)xJJLl+B*`&T zv=1%X>Aq)FA=HX$u#yVywmSl!upIWLV5dMn!-IR(e@45t!!|7k%%{?TWR7*N%xX)9@=N?vaniOq?r=H8mJB^YS=VlAgPRY~cGNUn^q9lb{CO@GjEL<_p4{=#7#+ms7;)<7X21IYx&f(j%W4UgbX>BW{@M0v@ksg<;8g#CsZ4X%4Hsevre@A9h9Kt0H4h;d!@S5D4*zPk;u(GXfF-`>Z!yt_kHZS{k|}*#TRP3F^TZ z%0yaHg6uoRE;+dm1r_M)nIgFmYlEqz99l64BDpOlDcMfDBMa78k=_<~BTf0*yxD>i zV1^|2T^lVaBw)+Ob9=u>hFiv%9=t|6o9#Ki>7A6Ydo-6@R?WGo|K=mBIN0HIy$bGO#U`uD>st_l$s9 zsrrzyJI?Ia7sFMNz^j`*Lsx+nvvKMTiB~{o;{8YYw{oBms)JtiSd8SBHSj!RVWUav zqaX^*Y7iDXVw=p`Buo%C`oz=*KJXJ~SAyjsls7r;{=W82HVUZr8f<)&Kw2^NrQC+6 zM1-H|9oA#f`(~@#cv9k%qg!dRxO1nM_&=pYW*Nvd373XHDjRV{_Y+7$v4z;h$`+<7 za%O!v7q%L=53fAJv z#SK7J+y#r(5^V{p)BL5muZ_4aATn?yubLM-58HZ97{CyOU^~vxcC1X$Ok9oGAOVcR zb^&8h!do{2p@Vg9mKgq%8h`OP(5E1l7GFV(^GlGz;z%(suJljLHS?dlI-|Q0=_NtB z=7a!AYHaaiHzaQkCR$jI-1IZeT!b1u!|e+lG{8?GLN z{TUo!0#@8D(vLQHNi$O4H~J;*2Pj3m|MG-^n&uW*cA|GDK~p(Pc-|PZPM=Pi#?1_) zLR|}pW=K)nV|%9tUYh?7g1yGWJs76&*I~H$P*`;uGhvQL5|_3@nYg#()6;PWlt#3f zS3s7f+;z5dRk3lyn8lHn{NODJ;Q+NUM;&colWu5PfYtVKNq*g+U)XeunA8N7B!#rI zwF_+tz?JS!^WzTxKjTMiJX)e{pE#6f!#lABe(Jn2!Y#R}zpr6ZzP%v`Hc{z^tW%OM zLZIt!I{KJQ$5TG7S2t*d=8M|+$RuLj;@s{g37kal)7$F|aovQG1}*3B>4makHW^XG zbU`Ps;jetcj0%5!E@wh)7M!MtKM&^1RmwphQ}>!=Ec2TtSN3YdE4{?#e2ssd9}ETb!>vT5bv z>H)77<^1Xi;*YwpbvqvQ*6TD5V}=&klj`lG?={nD(_f0l@HNs(j62(B+o`QHW|+lO zY69Gu1F8h8+s@t-*nLv(rHK?S*hFo17z+k+kxNS@GRXVGwLFSdU_b zreV|PO?opy6{=o|zQ_qC6~66oeav*O6L7T&q9^aHLV;uEzUr)h3tpw|K$J5SZ-APM zL8*t|w`(b)Ff;%zFd-&mSE5vZkHpFRs6(`C&zVFy_XD4$a>Ls5dNy3$? zy;kEM@|firgNj0J=Ae%d^A8uWy3$y($n;4&x(-L&3EfE&GIOtrlv3Tuk99<=B%dma zORA?uU{?|g+u=$A?++?`9q01-Ngc&@9e!|Lx2py{hmT1fv~z#~EHS6u4Dj6@T$)#i z-vc$l`)MV$GW+fVnA4@W3>#kU)M_h2BIhQ%p6;0ZLb?`QzJF;W=I7~D3ZHy}2>+EA z&d~+(@S=S9O+4dL%{{T{q7Mq$0YqPMB8K5ypRK0|JSmUU(Sypj{2bOX+rm`cNM+?9 z)Y9AVC@dT#g2;hMOW+h7JU(j(ozvb!6BTF7Ke_B1F- ziT=q!%^qDE1boTuB&ULb)TQFjcdQyd+!?fb|hKS3IpXMMp-D z?smQMuEw3XH>ohFBBD~7nCWpCA00-YlQ`Z}`AWk08nizR1-z~7S;8FQG zkzHL)w-ByOc@Jaj%IoozEKn2rA!%@v+t`B3Hza3fE1@$lU`{g5;h=<*6k%L;S2Z1L z_)^2^IF2%c2FXL87XPa6#hmCyO;=M2$CY3*le|d41F52DIvf{#57wABa4n5aC?qxj zR{$M;X*~|A*>M5^66l}~P*m(qiI)jPk}|F~h}NyjWAn;uo8GRHBQtb8esWG+?Fg}H z?cYn|f&7RqK<)51NdgMz{vpp#&bE>jNH-nOD>xZ^*<3+4x*%@%8k|&m+M_{Qujjrv zao2uC6$-y6c5v;f7+LMS+4nvFjD%;+{eNI@gpqr1j#_hMEb4wk%5(D8=crpQd%>BQ zV0WYL1eD0A__CVhf6gXXY&^h+2QSrWKI@NqHdYkLW_a_PPUvXeCauoHOEPPkz*}RCEwAs zgsCvyhqwLRYqDtn=HxDCt40s(Q)0(3T_kd#@){1UeIiZqD4&mxIva;ggFoeaot#%OCjp~Gi&~<7_y~;CaQ4kDv z+;?3m(pGJA1|wi--j6Tn_!l zj+~EfR4I1Su}VfCjR}erP6GhnK&oU!adn=u%OQX5%irvDVkx32jW0>~Gt5JOIvEjA zVvjzys7+-PN9+JEa@>aSR>~F~DA*TGYMsG`A7FbepBG6>@Fv=^K*bN9%@$f zJtm7>V_D*%7R`WHB!~H-4XhBX62VO$T9Ioe_r@jT*ew}4UxA>kEZMaj6@6NO=jL(& z0(O@;v<*vDeh{BE_H;9;Qhj}eyrQ`HzZu;vYH6&>VO@I3K)=w7Bx)aIE|%rMU=-xG zOO<;0KqeB)SclInd~yHiy{Gckb;^&SS-&4+=1)Yr>$U{BBw_WX?g$1W+!@@ER2 z=3%{tlrVpmDhVb9viT4Gi%`XdCC-+3OFGYf8yDpjqL^N=1MO{v`MUczxfo#}|;JAqi_V?c5ND+fx%~eC6CO zf4I2#joiw`?$5(?0d1fB)6UE5@pFNK>ElMLtJB-b)U)vvV-E&G(HhxddJyv92|62 zG&d?_*H8w)gyQyM?2s~#Nd4fjm)?s_`qG4&H$}-+5~oU^+lO{9vgklI0Q&4;FPD;t zF~l0rUks^)NSN-kr4yUYtx1@!$@~u5)`z07Xh}y{bu;H_I4J6k(9{S=X%Q1qxuBC& zc=bSR5WQ0>ZynEN>)HbxIpG-2dPaO7ZrtOt^^1gR-z@Lw*RI3 z4|W4y_Wv&AgFYwGpEykyipWO0!J7Glgy9}T_5~}suN~p30SA|ho+n)x=v>vd8`V99 z5)e=$x!h3X>y^=ahx!*^BK$$JPOCY;q{}5K&Z7@oK8Er?HF*i^oe9{ww7>0oKnOIf zy4TWbS%|H<9mm?tQ{HmfkM5z2N;@h>1~}>2C+rmo)p#x_0Ie`X4=x*d^Da+yI3`Jf2AoV%=D=+_C}=>p%6FDeU$MJRXX+w)Q_ypdI#e7-1LrVDkve z^+3(JjYQ3>YHdE1@i-zOyrU@%MK5i5h`w6)dCoe&YLwy8$f>wLz+jjk$p4$2Kb6iu z7fBH^_r)Tc*6xMI6)l~JH!yg@YBB zBT9?@*lJa-%s+P{VeSv_=1c|qPOf=R_g1Ao+3xYW&KL+$Tf&c{mCceCqCEmiQvf55Dl6Uhk_nQ6Hq%9rRYG#2Ax6TP5lJ>Zo0kG=K{Ujm zXblJ5&6BU^jCyo@EBLR`KQyvjoIFjk7J`G%Xt_9~P=(@*i#3O89b@1GFWAI723p`S zp4hYO2Z60gzw$HD@ZA2;b{m)5VKJMN_KNYbN&xlVk|Ygv8NO!2lFCgYtOlR;Osttt zyrd3EW@XRD>nD9l^~Gae-_~*J+CJMEsb2sH;0x1n6J`JSuI0A102YB76^!)8?oicc z(tXC9SHEB0@8E9wTamODS+`P;z0fByfNr-OSWg8;HTOYUB}f=9D^EF53NdNqe&1G6 zSCzY&A}0?2nq8kp-hCm{ui7~yxQ zd!`6d%VyhLJjQj(V$L3+9o%cWXI!{A{x4#FilWz!<-PYLO6m5EkBNF03I#a@Bwhi_ zrFWfN0&f!Fe~SdY%_>)&rY=_9?kFIsmVUq9caAw_MBHfDGI%DqLpU>Wc8R3nYk<(j z(AYI0rXOh~jNJ}n3@qv~pTvbQdz*mg=qo%Jw%cc6xr`U^!}{|3VH&f3_&cUI3NH;e z&@h&DmQzOG#B4M7B1%A)Ey0P_pqq@ITjy_*V1TAw9zSL--Or1XkV#uI}HK zT!q6hN?(v+LT*a&;kx#5rf20~^Jr$x@K`>OI@JG%=&kOSmfLwWEq_wSY7z^s zJ^8>I_N0qUyid_A^jw6Hm{YLGij?rw*@8RoU*rkZxnx6Y&0nW9*Q|Ort{yO;#|KEgeE5HSQp7hErpRF2U;(e%nCRB zJ2L(@>)<1BuU}ZAa^A!?2>2qQYz*L9kY-Wl{PXs-C(y6b0_P=9&{hC=h-^oWvh9AU z|GQghhDGr~;!Cyi8e}-F!fxkTDEL!_Sk(WbEQfeu$wDe%d_G0N1MIw;!I^DFPI&@* zDvjrX%64?8WVP~#fS4gud#~2+LT|BYR)!kUIp1Y*E)Z|NQBOO&o|hcdy5V17|5p+1 zD0iHV*=1va79(XBnxMBbj>$hfoMoB)Y|MNzqs2|*+A#_L@mnzigly&CDPyiOjdiginWu-7sg)&NU6@8Cp~cl2-%3~B5oiBtPPJz^vtk#?)bk0bcP(WxlG@90%i6&^ga z<@>%$CQO5G)WRHhr3TK8h_W_Xs$aouCRArSQOCk1U6tNbOd!2BoD+{VO`iyateQne zBs;&alcu6qU!Bagcpe%|;w>^Wh8#Vlxg9J2@C|Hk#9=ud?1Kb(+7a^K8h2q)<<2ZuNIitJak_yc= zW@tKvtI7dx9)}}{&!;{L4{RNvht{}ZN{P%^*jxT3mn%ApoCL1nkD4cek#zMXi*j5d zW&D-o=BRjv<9R3Y;dw-Ag`4#mOxP)SoFh!lBRUMVWn2yQgRoKzaN4~@3yVmhgLzE7v%#^XD?YC zw!Fs-gJIIq4V|Mo(|n*Hxy4XjB*VciqQv!f6OWGLZz_wsyY@IcvQE1V#{#GvwF*tU z8J~KbysuFbsqJ4|@P&11NPt^A@`uPVp<6G|jdWNm^_pw)X5|ueE?AK&<;)i*#ro{X zns{SjA4*1hWy{|{0BiY7c5>`b-{~tji_pH;*UGR$3a@>Iyo`SQV(o8<6kz?u$rX|p zT&TZ3%lZbJSUS=M& ziz@Ik7b7yZ2hoeo_F$rv>(3zwbUz1aEH_vSNIT*@pPFx3?@A@Simt0!cyDI&ij4fT z4BJWpk^RCUnwzC$4xWW2-AI(IHidToNQJ&fB211FhhrlD)VipP&41zTXZJ~n>3)f0z+A(xct z!l_Vf8hYL$SM9?@w@W0NYZ33sO z_!X9sSTVO*>oUi*@0;hoH|Ut5_^M2YwnYf=-jBxdo4#1lcYd~~Uq;`VF(EjzWlNDB zt`Z&;b@l?MC-8N7R;~<)rBjD*SW=CX9Yz#m_OgAm(zrII2F?%MTfR|tLMbs zHB6+3CItZ@+Y$S^I`He^H#5xURACSF`m3a8HpHNG@ki%DZ^$jUflb?7E`E<``m~5x zLJBsa^;pTz%FH=Q)wmr3RD6rbmJVEiCubf97@i(|f6HhXbhF$Ox8MWf zNH@+Wh7x*p)&oEF7`g`m*4pl~@yaS&pACSyCl4rmkn-l)=cZ)QbO@g$hby^momjGb z$)NWzGkuQmtv*X3{_}i4%(nm*{ZnGDY%cSz(2O7-q#J86ejv=Ch4>Tk^yqxU1w4|f z6Y+YmY@3mj^$L82XTR)e?phZM0xEE|6#?MwTlc?4`hBbYn~e`7F;?>4a+Z~ZY2!(K zRoA4saX94xHS_$b(1h+ z_YvGq8B3<-3Vgss0FcaP{b7?M6K03IPGO>RQ?nA{_~_|&&ENj`0!}Vh{b}8J&%XzZ*}}^=ZVl3S3rnaWl_bB?N)6yktVf;(NGmHFLh|#=vU_?o{MFq|79at0L2-&d=FBix=Zv zA?*@5woTPr-;>yW{}`}q@zL$+e?sDxZJCZV&SUn$p%N&z^mP2%5NT$6n4A!&14~*g zN-OsUl_OEg%NRUHaal>9?LV@w#KC6Cr zMw>zbvKr{eE4>EhRgt6olP&%Y9?$AEc(9#a`+dEJI6uQRTjJJ61K0~5aX5*|Kkd%@ zoW#|#f{TTn1^rj*I?xD|N{+z~p-VU^@!lIzz%ylbV$tlUNazNEhhU{=@l#;r=pDRwXnOk`8T{bp~2 zATF^x|7mh+0ffCc4Fk$YEzy}QFeImm(w|c8R(ziAc&r(BvZ=fSg_?nEmt>1Tv0T+h zF|vrb`(Ri4+2@h^=>_}~tY{y$!WVwZIS(64(Ih;yddy0jW~Ie;P|0O*_Y zj0?L0_>q|MKp$%*@0vT$m< z@$-hv@x@6=@(ldV4y@uSHx;S0`CjLeFA*fLK>bO!vq4YrG&C=-bTiV=FB5@M; z>((f%$dzKaH@VUaB{Mu9moPQrXk|T*LbvZ0V4DBDCGz%!V*E!?a(8@4oab5)LEk@CMnf&IVl%AnRl-~V`U z8whetDI9h#%YgzJH(RWcpQWJOD;)vVwy&NyYgpTD%l5V&Jb$I;X#ahYw4Q7)2inL=RW6ejB<%xKkQ<$ zIgsG58%e&cjcDhH+OI&0&@9#?)Ojq9^$j4I{3a6$Ga!|UoKp_XNGoniU(Q&P#2?zmOrmYE#!b2Tbh+pwe_K1{Qr(rL z^!<-qTr>IR1KnBFAXfgl5$#55+^|4QhrL!44Hq$dv19OaKtCQDBKFjJMIJIL%0&4k zpREY@mqkJaxM}v)6Iainh%hf_Uk(|jxCD4{Z*%JL;J?TEu{EOTW0fDcb(1_b-B(u z_~8Jgje_o}TI;}heXhC=w!kg*r?^rNSBnXXvtS7{noFIn?*JYoMfcwDq9S!m*JY>YjVJk^$^w7Ghl~u5#l#<7*r- z3ZM9Rg8arY{L>mQlXM0sE3?Ff_dU^Q^@5(elO>Y0Qqd*60t!O_ycZMi(WTG^{U*DD zAC6`T@QU&!j`t6^r}}BL?(&XgPgw1p+1q{;_M`(#-xw68LcwtQj1TSp^@gS<2!;6= zWy5TUA9p}fIuOjMJy#yRl+809O`UMcEI;4?Hze0v*eYVrfom^5f=P3Wt}r>+t8@I| z7=r5`mlAwcnH%L#{H>F*uIRsMpFJd=hwa$n6)Lgl$$RfipV#q!?!S$# zyd^jcUix{%?1A`DHP=jhS#3{uy2LlJD5d#FNaTK-d25)~q658I;>(ZQOu@d{CcD=- zexJhj%Gx27bpr7*14kW8jh;6jt02z+(~Tm3%)@v-_V-M}*Js#^pBkm6!l*XZi9Ka# zsA9<4O?CM?79>1Gbfe98^5;tBOhwWID5I^N*9I@zs*wv~;Ix&9uwOyAO_(k#5 z10W`)irk}l@3eCx)gZgSTCA>p8NF=%xXmE>w~P=oK`+Ib8%fNdb|m*OS*6YE+_LT1 zLEaUF&PPO&0;g-x@9c25Pon{*TO5_&_LO)Qs=E!vHelfIO@81CjFpM@dhG zdCjOqbGJCcP_~tWDbT!grx&S<9|IRUPA0GB-Q`@THa96JEMJSI90+=?@3R-5(WR;% zp@Jlj_wockED|~S_LlRJQi*`2XL0|ivCaNgHQm$$Wse=){IJ0Wg_F`Duvnn7Je%zj zR%g;}VX61j=N)(`$moP$!F{mUO@~7FB=qP-okIg%Wf85c>+0|eN}tn0$y{jVZ7})E zKj%CqTA*9BO#N~3UpgQ|0QHNn#UAkgyXw)yUh%*4Zi*gEk?&%=>$9p#av@V+M*sPR zP4wcg{{LTs+D?U4hIXQO>5YvCtgz3|Uz${XnD)z6I}TR91Itz^_;5T##@UOiHYc@o zoBOl)Oy162x#v!5KwibP1EMbquNVt$KBH4oP)91z30AXPQb|rIZi1a^T5fl42SI!33O!q=A@pP1(cXSg!rt*B)D$w_>njt!%>S-!_U8|gMDYe{A%t0 zvGc(m`ED)d69iPbb`n#ucAh1}q+%GmEw^Cdn! zaj%gwza}|2xnu%!2`%i+3_MDko{h?bdk}r-4ymysX@fychK5;t=t~ ztv3J?P}UP3wba_&12DC55^&0BMY=!zw`{=_6mj;zh-q5HQu_7K-HQJwOX1?L zWR2_Y*FDtEojk`k_sWC|9mX~3F^LZI8NwTeiNo)!iOCRit(np79M%iL>OlFl_KO0V zJZP~$!RowPqUIxeYHEQJXvqi#IfcMbpAC7DD)I+GgfXd;Ox(jec(7U~RkzA~cAYqr zLKLKvzX~bxRD)Rh(|#gDox1c25Sdv8)$zRwW2bkv<7S^Z_^Al-d-h1qt&#z(Utz|| zJA)GEz;x2ERhb(s@CGm#%Qg(7kaP`<_`fvkClSfWYyQ5Igk{?`4gV=UcQ@Lx{e{u* zv;mrX5A1CyVV{Q7D*ijs^qe@3geL9g9hl`@nSF)ocQbxm&D+^f*d*Sex4a2iN~MY} zG^l%F{($cG0mWq6Z?szNv#r-tB`n}HSo#tS+cgs;-oP$PS>9&yF8zrQI|i_;l?KPK zcz60*54JyHrSg)b9b2TdFD8eK(+aK3j{-mY1e zgW!Y(0gd74a)I+z-M~t1A9$-CrQC5t{RZDeMz*D>yg9?;a?%BQF7=C_&RI(+C=7SC zP@v@6;@zcSzqSf1dF3dbAS~XapYr0Fse^suUOrrMdcOVmul9(=L&ia(CAZ(M;uIjO zohDj1X+AMSxG+1&25gO*!p*|UC_x-QIIQD89`Y<)0+fRA0 z(#AwnChQxE4@6gVxr27(iwK#X+%2ldcZsrwB!(U`gwR1byN*!6p%P zuVSVYJ<9gYY^uM!WKsNmWzl)|&=KKJn;#0!iaLt|$teHTK;8L?>=9ZbE{zE~ji;mF z8WQEFJMARTg|0jeEA(tuA0M|Q!~Ktc<&=b`pQ=Z|c~VJ1d+wv4qN>r(;$(XISld&x zHkB5oDl%JI3Z-kv7`_M+g>b9OoJ60GZFLVZ*0JKh3ScX{3OrCJFVXdPHN0)2%SW_S zWkThRkwdHn$F)a=EXr7jAD}T%P=h4M`KJ^z-0GZ-KfN;2_J`X4xHU<#*LOq{?jRF@ z0sX?FnQ%_$#E8`_sd4qcQy>1Coe-0ymbo^F2B+e1+p8@6X{G)!E=-aSm31XUGnNr~ zA>p(;IrW@%d|;@G?s0$(S45Z9ZXAl5rMQ$c!IVQilfk!!;2P% zU{i_(=PoA!OdXXs-tWL%*2G4f&(z5~ie5)^g_^6c|&Fq3Ons-1p{W<|}V9X#m#gfR9tYXx~_ zNeKbULDe*;vfk?Cy1WWVmRR&yt}}mN%cYc&6%~oa*OrR?c`=AiG$CKe`jSZP{~SCe zw}i^Uh-nbub#;oUAN$Y?yGpZUY^!z<pTupMaRJOZm9v{`tWbB}>4uymsc(Gp#}z5+enAK2W{0CtpRi92DK_EsT2tWd7bh zSF>OuW%q#^=o+M&p^ambn;$ZM2&f?I=F}soL{oMOrcCXtXO0axh$kSd@Axgf$tgKJ zCLj_Dp;}EhN5d87NB_X!JccE;>~i>L&e^Z> z51+mT_Y2}Jb^sHS#{6I@zSpwy!P>%8g0H*DUUp68@gn&!&y=j_0<9M|BOXUH-Hc$q zcpDoQjpomu(fi(+S;}Z({-GM6R3K+~IAb<4j@bTcOZTT7S{IL^&pY@%`1mZi;(WR1 zhjU}7#%{5Fn*dQjuD|qBn!oEojv|`M`J5PJh9iDk&c5S=^~=g|En3UuWYa%6-|O|! zhxC{u9F+u(F7MaH)IgEO(`(=RK&z4S|7@FHFwXcTRDsAJ!k{`FKep~3k{m?5BN()d z$=l?tbovn6Qa+;m4(M3M#>xECSfIf~V#KlltP_66e}JC??CFR7>qo_UK~AN?bC3Or z*7X>Wfwj7|!zvcN*?x;^ps}0fj>Nru?(#4`-v@VjuiZNyNa2|)m2&%9H$z1yiM7rC z^TYByl-&g{u5&D@88mw@+>Ft#{}AIKYn+*aE$$!W*$anXHM|)@GCY+`@Em55kxmeE z@|puRw-mR?TH%BOD)qt_*vr%d2IUJpE42}&kI*&UkNFQIhoJV@KV&t5fsb>r4>RwT z43>M=-7vMyen+8`YXi>BbYKy-H9Mg|$y{j43Q%9_L!%Oq-MeK>Yk|dL=mQr#Xq)Pf za2#Lp@}f7<5tm$?Biw7li~#LUS(-2&fzOimLcP^@wx?i$FFe))|6p713^&0!>|zXK zR~O3{#NDxNI+((5oKm11UZ|@BDAmY}eTOZq4}#1v-wJ1!xx|kD>z)1MIBlX^cu^ z=3I+9Q?!C#nDA0VSoW5aE{GT(N&9mC7b6-Dk%f}vdbMi|Fm;VEGrpprT*#V9JcT{m zQuOMmHO9w(@0D7E$2Ju>Drzk;Z%_6Cd7YQuA478j41Z6nRdTlMc!B1ch zS<@+{jPX?!yK%s2-Z6eJKkHMtoERb=PEJz^i|5J{*5BWeFs@tG7oIiYE&EOtB|Q3s z&9C^43Yikx%qO2&2lUxr!S~;dhO~7>M#?25qr$!2%gyj7$b1S zo4$As4i`nTf3cCze#D}}ge3m;G`L$|BqPLgDz0x+|5J|)`%(9G-dldk(0(~oV< zwx7KfdSB**p&|!WP`p=*>3BVCM0mgEgTs!2-gzUZ#`fVHgmU^as66Jk;=9j>FMH4% z6cFLGV=4QP+PfUtwQ*|?KQ7D60kXeNEW+1_9l;TX4^r{S#ZYItg!n|6FDm0AP@oYk z?RF3P7WGclSQtu~25%E5lowRlrbG*Vr$I-@+sc8bDR(v*tRx=SU)!jZzXWRxjawY1 zt*Rk@PXsPJjDz+J9HlN|$$`t~+9yU#qPsGO4rUcCI?NRXy?=K27>9lb5!O#k#v2`9 z&h=#6F{6F|MY~=xS}(i^!O8x1EGGNQOUh%Z3*NEbmy?PR9L`e%NRYxENO85iI;Ah& zM3X9Db^j_2VC;k>GC>axa8ehaQLXJFDbfa(lqtrh8%5K@yqcb-6IYnQ0=Sdgwy;WN zf^p%YXJNB4N0CG)g$!L1JjWzU;+`)UCU!#y*qTF2vz$^}k!5>idP$Y1yq>CVY)mPp zI0z-yWmO|A=4Qj2Ob)->;1C<@y-?Iw*k*5qH6CE;MdaurRE zx*QbWR!rktB-n#dX*nLjx4=Lo{jc6>YMm7MijOV&aSzdfTy=f!PEF}IDPDvK9xpHH z+A7fYQ&mMg=7K(l>SR0y)%>{OT4i)YVRSy6c!^lmPh6KH3$J^n%}PzZO`jjM9KLsm zrm$)JwJe$NVq0X4KMa4oX;vS3LoqF<2Qms7zp<2E6S`9?0$GR$<3c;>iyV8wxcnQs zVP)eX@D3oq-3vNg{Xh~d4GgsJ0K5NtxlRqd#Y8Si^p>yki=JG)Gy!b}Gc#M4LO18M z%^3CJ4}d9Qp$FIU=Klf6X;Kb+7tMYD<1PR}R=P^qcn-cVu&X1uEA#B8wr#albZQ!Uu<=~l z!~>asc=8ykUqr4Kh7>D)7kCfvUlV!>#Kbj^GVbJsjG+?#qQVak8PUbGs8cPOY75}D z0n3Zz(t$7O{NPb!u2tf7a$^0v)~ntmb5G%}lr2OJjhv_CsM8V25YJJuf@RZpt(ugz z(wT^sRMu^bgJrA4vH-S9aFF7xrnce&AadDh{7XZxh!C`YgGG+Q6YCjhsCw6|)!Gat zO}Y198?DSI&jsy?lG_Q06Pw)!_urOujYv#{@^+*(IfPX4idnARNTbKYJY-%ReIeIx zI0tsTTn_Bbk1`NAL@PeP-;c^6sRA!49dw*@*M{QEppM-2bV^-iW8nw=dh~r)Kj0M7 zcKSE-cV23C8^K3!8VyE z_8<$NcV18*obf}r-G+~NU?rBuh7I;WpurwUK;pE^u;`x=qrC^W)7wC-r?}p89_|`5 z3IMnSHj!d^J3waoDN|83B9qcmW@#}UB`Mc6ETB@=lD{(5#gHt-Xa*jrr0>p06S+jG zO6?!h$b3+Iv}lT`H8d1u6(RoV=`FTd55?|TXutf}DfiM*kFqcB7R65DE}+2ic7cND+IX6OfD+UHhUEntyMN)6lVel+!C#))MIb~U z6u-_B=r{pQ3Lavtq*jgp=RUPqOZ|XSVl1Jz^?zU4tagX78*{=?wEp`UkB$*rirE-? zUNWR=)`4LT*jN>YGS6y~#B8Pz*8X?69N8)OzE+!%_N(N<1fgbF1+H==Q&Ny^-Y!3k zhrk+9Xe};P4(Mj`RnlClkuqFp)3ka%Kc2~AWLZ~tR7auC%84(WN$8iNxP+AJp+GdX zE5+QpzSaRzuLQDm)PKu0ijmxAxRDz58)tZE0Sgfw7LtBWh;xBm_Ou|Id^8t1!`l2-rn03V8?t&k2w^qN31e#G1un%WkE|;+z@FTZ(2lxW#txWUxids?0OY-g#R0= z0Iss&3@ViW`|abKo7b4WJ+X*Ck!Hn0Lo&cR2Xpc7fFjoxU_D#y)j>|T;LP`E{SZhS zJ4+?goRhSXg7OBTxez1|D&pnRO+3Ly?~H00l4{w^`YuA|GNT}~EH~NAAUApJ)6n$t z=^geWP2#@00CFuWwU=02L&~w5l_7@}?#5BmY zx`^F*z}U5;9C!Pg>29vVxB%yOP&6-QG--<#*bL}+BJM=pnFXeXQ1xDDx6-{a2QsXA zh$-;42Ciog85may*s0jN!V-c2m*X|mxQs=TKAX(uNo`0F(z}*wta4{&VFK+th4s$^ zL&`90fqoGFe++Wu&^YMwVSa!@DW>VBiZh{~IAppqnSrXb_|CsPaP~LX;>hZ*xR$n| z-e5|AZ2zR(GRF%rmW`gOo%jj>7@Tn;@IB8M4$Za(|F5Ru8VFcBL!0NkbP3VFeL#a>@|29j(`6@o#PRn3ceB^r(V4xu zb?_Hv_=uIOp?$O#_w#!n;NCfGSybfs^ZlhCe|_w5z=#}sG!ig{2QxmH=$Pt4Tc z2FgT;9M!s^J#eD7YyNxKmUpj=Y$ zT!?rP9S|kWv03+nW#Q(;c`-uu)dO5BAV&SUQFq_#XNed=HK9XDy!kp5m@CcKSBC zoK~9A;znCiPtuk78C3%dhU+IWG!XC6dTzTn+q4UuFCfwL#ItLnf>vbQaX>X^%;UDN z0*)2FqB3Q&SH1U4#gm3ff<#R2-*u(S&nu=Q$J8E=@heB%m;N)GxV9m@;Zu@Gv_Di- zd2*B@QJ9M8&b?}kO}^Ow3~EgFAdGcT4~%R^~v3^va}Vo+M*DF5=7W|#f3 zPTm{$n>DbF$lUfh2JXMlSeiA?^2JxKS~<4u1D`oJ6B34I_s>3dw}S+(@Jnuo+6iWP zmDkuBaXEmcb-HDIKVvMU=jSgMD_>gdR^;B&(H*S;p)=gB*R7Uj0u76l^K{xGFHDf* z3%3e#V@FghZ(0eK_B5#{Aeq~Q@#v-4+?ALLE{g|u8?}|*8H=lC#2`__v74EkjLRcH zKFKR~Rc-sHNVlAu9Tq>jOxb>qYEpK49J9!}kV`~@IW^J75g8DDVC$l(?!;8+UqkXu zT${=}Tn2Ewev`y>5=qx0f+SBYPI$M}-<=8ovNX9x)rQaJaF&3-Bh)C~+E%Uy+l7S{ zY!r=l>wr7y)%HzCF2Mk1r|1et@8&hzUlVA;t7FI(3^|V?N@v!d8_?01mVpo`Gf!I< zN!jvvrK27m4OPdeK5>v3kJO@|5v?4B(?HYF9HbB7PcI!_Mj(zG>OhUWk+S%r zd^|e3uwDt3IcpkzcXFl+8+)AlGIQSTR3U7}Y0NPuR|TqhoBVnXG_&Tzu{N8O4X}~jPJ!-vIktTz`Gl4iq z9-|j@rNo*)m$Xaf%ma2;mgXb-j+yFA8{{YF^ziM)1nv;rWQeiggV>23J9(LX*;fkY zgpYI0D}G@gLmXW`=#mv!i!k-j$~Dn3TH0f8r6>wpY^PXnxzGsq3&h;2Wr8WAG&NTm zz9SHPOqCYY;Y$UB?m8w^o6T*x#NsN7V>jK%_z!`G-8|LWhL$iDQzZl(?n(0Q=gB8&coCLQCPk`7h)isaXWPPo+-~=9&tD8G8k)wLj!e*A{ z%RcD0`iU{xS@QDVfsQ0l7M*c}9nD}mXQGj?IGbOb!n`X+nhOw(r{nW+o6ZI)iEzP+ zCVcPzJS)ual^yusTYlM7?lhRN?F(n>1Z`_6N3oG0q7lhO$lyT+z71GG=ci`<T=|9! z{pLcg`Y59ofck^td!ieCHc0n^g7-fS)JgfJULI6-&NfmAGODYbSIF4!{{^W8B7#4l z6uY_A-;i8^VP1OQ?6yH9!+DHkGE{iUvbAk7XL(g@-{FtG7{&Z*xBv4k%>UjzGES6^Z^1WRd#<*gr%)E zPM_*=UzQN3X*C9FvPy>lIYQLM_`{0t@WsVyHsL(c< zu;FLyaQw=SDrPXqi>T||P{q!BH@Tm<;+yN3+e)b{#bqj|rPgV>d^1$9#4nGyCOye% z>u=BXH>u^1QQiHFac3)UF53v7+|;`_2xUfXqRJSrM6|y3A-yM}$o!e}vy!^>^|wJ7 zlQjC5-|-{Ah>1?rWN*PLy)w_^-`h{^jC0(do{qo;_(jT?cWOO&4Tsu43LW>rd!9YK z@4qR?L$dt=Y041V+bLkvEytj4DIbdMx~6;dg8;&&j{RhgthmhMQRykjM$ydP3)lS< z%!|Qg&V0v!inmCsGYR6Y9u?H!HSV`c_uqW*lLlCPcZ+b^%E(R!xc8bgroG6MHm|~K zS@ICNgbaKL`GTxpu$ksb4iyFJ6~r$P^2~y#hAZ#QKAf@s9fOjWmb{6`ktO!#I=rpf z{S-2z;z4LRa8tn#jZl(4+T?y|D$>gT%8Ejagf*IT?I^IqOlA%*6dDY2IWkbpjt7_oJz+3gxGhb$@R+mKoB?BhCgC6EGl!r|* z&A>r&nkUHpeCre6D7<|@?A?1u0bRYY(Jd(GhYC601l`pf@VWOaVupExV-M(~I`G@i z^Y9&#Cnf+3DkpEyfa#>{5aS&EQ8!-Fk@f$c9}`TRnhn~!L&zk3nQ8n|S>cvVrrp>L zihqx=;|cYY2lby@n-o1!0S*Y)J+r34kb%CwroZK8*um`683S-_ANG{5=Dt^WQxAAe zK1Yn`&F^8UMs|y@0xLPk1B7x}{>h8>e>pC)vJaug@@f5b8pZbU1*dg3qxh9=@~-?j z(a~t@z<${-Ch^f${HEbVxwb(L=#;fRR&>~OShQRaG#xnP)ipQk7Xc=&?ofD>&n@EQ z_5%j@Lxb3W(zFl0Sur&ANr)86%heku$st;_}v=T$yE(Czm^tb+xJyPgG> z79Jh51gemOlP+}$X18vOzvB%{uZdeBLPNl%$C|wx@GHaa;c47M@%*K}3vX&oNOo&z z+wqC44AELqubvUCmuK%`vTn(5YRMdrw=?H>s7?Ch4H8=$-F->bPGQ515n#T_;qXJ~ z_o2nXiT`hi&G!$V0}rp&2E?cNArm!bZ8)BnUdLh)M>*C8Te*l!LtMN6`}S?uEJrf` zkKp(1J4cYTeUXz@&C~eyZQ2n$7j&SDvi7V>&eF494QsOr$sMAhV@%1z<|?biLtHcM zI=dr>aeQH1-HyxnoZ%Hh5brsldE(+3KGdeG4nv8_z?9p0g=aCEfQ855DGYuTeYcIr zd5=^;QX`H_&kFLF4rwRnrzSNFk})0GNY7Od5&;9bxR*EL!H|FzSwMGX=Uy_yL-3xN0i_XA9t}@KJ0c?$b3ghX-*h*a zWuuH|J4a_L%}Dri5>EU>TyO9Co?pZrulCx&4YC!fWESNC>Ys&MEknHRMEj^5xKB!S zQ>&u$oC{Sw^W(-}?wRXCSZv2zajT8e%+a7?n^FP6E>qsBD!*!WOf-qA+hiOzPB+(z z8Ul3sp%Qv}64!dDAaG+IFbSzjVsPsDGttmA`A1J+Xrx9X6+SjKp+LQ0kZRJr^ZA0S znv`%Lye)cI?u0j>XPtZ-ET5TMKXy5yV|b9gEbBg_^1`6twucfs4>7i&rJ|g4jjr+3 z-Cy>O0SzZIlSGAY6kxyJY1@qo&JS2Ff2K)VYZ9o09Hqfsa@i3EQCmm=Bx}*MBL_NA z3YskS{D>v69D2X*)bf9!A9~$T@sAj?t;O@|lu`}Mn5rKq3zqRiivfg3c`36z+zQf; zKSEK39j_ia+Sl6%*+#OvVci(*qe{Hy3PD253;NLu8BYs@HAb*+v#kG5FN3P`FJkoo zZ@|86CSXQ)Ot7 z>ySqvpJI?N21kB9wN+d%``b<4lw)B}8mqIDV1 zahX^_gZO&h3LjeOFDhs#-z+yS-?U!E@CUw6X!Oi>0V5;defqJqgF0og$%1};D;(Ps znGyvU|NFfZY)cj@K0??+W2rl3X1Hmi=s%tQCGCk|H7JsEUVeT_%lG7rn_($Kcb#s3 zlc}a1?I`^{9HSk9)Dj^sZG(yE51&v$WAj<@)G_d|naY9Gy=3s*kZ(i!o4&pm`8vRG@232T`S$3s{^(BC8mt?%D zDgbpQGhF-}VEMXN3?wbD(vkS+7?#eJH4(P=z_gJaEs2;xx z8*6&qQQFCct`UBt`Q(Iio=8&d;2PRn&j7{64h}QC{C}X`Sd3rWkF%5#-9@92E5V@~ z@DzjCzQ_EKD)3XVu|8yRA6G9H3Vk{^;&^Q}iyhBv z;kHRq6y_W!@!}>3%J&4DT296DGZGu5|^h8cx!g}~VwYsazQd+Av646Vb2$t^g_?vPv% zAgfg`cHQA!%)Sg{Dxr%cb8FXo$5qO{Wqz1{^-1ReV1=xIs=7pX&_%>IxQ!v4sc1{P zIKIiBo~I8l;?_){*AQ1Jg$_XXlW&w=xu3Zc&6gMFz#G?Jdz~dcgJtXBXbGpuO_!X2 z6QYS;ile2b10b$(P)rerDcAHQWB+DPhI-Z5KS0`SazNBf%e^J4?$q3hd13$lk@qW} z5j&!n`fz1SAwKI|GZs(?cjy2zaY1nwt3|9Tk7r1LE0hnl4Gv;R7IC%q0MlNMRIe`7 z62&;lM93$~8~%Vyt}?7%UMRUMG0HUF_^s?&SRdU0+ z3j;4Ml+GhJC}^`PPU?0gZ1851wa_HhLc;AT*~w3Za#BxOwPoP#MWm|De-+qqVA#16>&3%PVuSaj2 zp$|?t1mL;%P^GwIR+VXrCbe|O zEZW3HD_q*XED)V(7cL$yT_09KSg=8lx62TofOSXc{bqJh9|xC`n)h7~HJ`%mcS>ZB z&N}iV>PWRnc(?k3=6%KbB6CQ-R9Y&q1=m1DNHD`Vsi?J-WX(F;dY&f`6y=Z1Dc{4taJ$C$w=>&Aot}y~u4< zS49^Q+aB#QEEZ0@zx8eGKxd=JwY0Mo34t|s3_lX(?Zw&jAmaHL2=u0I=hPwj;DmvB zbZ0`vKGa65;Z2}0ciNBEf*Ahvjzu+TBkQTnj_69<$@vn#)Sa4E`<&aZ$C+KEN`dyF z(Zf!3q-l%gap$~7)yhj2VBQ`4P#28p96u=C9%8TJqno8_?LT3PJ^fL{I2Y;P^#PC# zI~(h_{S9w_4!tIF*|2e-afbjYg!R_e@;zBz_@(_B=koHG>_kc~&|-&UqZwkesC+V9 zzc)qmtm=zmGe5>hWnXrEy#92sZ)OFpZ#G94sndT%|qE196UT&G82bzB&SPQ=xO!6 zg8w>4ziY4tpVb?%JK|luy{4~WU{g5+57nN?Lb?#27`yS&O{@X{5K1@5p|R}MKZ`dLe6n+%BaktSB(bW zkjGJ?2kbP!Vb<8Yybf8DDR78H&#!APx|uVgck~cz*uA;;uu8@^0FzLb`_>+i%RVU4ry0H zQI8{R;Lz4(;gkAzB1OGg}AOG0TCr58;nD~AHh3^T%w47I1_JC3Ek1aydWkBoz zNb!TMGczbov6E0;9hd=tbe^}L|40rCrdlzJ*vr}wPS#``p${;-ZLvEU0_g-dN1$xl z1G%wCrm3@c-lXUa>>8$}LQZpcxcae~99s*r51u^IEG%iTBE1=Gm7H#<0+D5Ut5&yf z3lQsc^Hmq9Ih`-|dNF=q1UpG-fHg(Jhc+0k8ADEU`=GiaR=Clk>Vh>t?2y^4gumdg ztWv7FOC5dpr6?XzKh_^abJfawAU8ATzT!b^6?BDP@CMBbqKA>ajNxY+4=#WUy0mI% z>myjYt4GBIDOFJKcV8m9I=jHO&K>v3+)2xYp-dz^3tOB;C6Lh|_$?8poP!4y>3^Dj zOUfgkig?l7@pk%wH=?8kgg{QSrtsHDq1YdIAx2E+W@l1K;Plvi8}P`dsEdu%J!|l? zE6Hlv3v2j&Q?EwOd~zYav6Yp_kGm~DAMaQVk_f^gs`KOTl$VNo#{nj^BrAqnAwg-kyS*#<`YXaorUuA;VSRMTOJQ6{wI z+!`asAs<`#EWNRj^#UlL?DGRIa@Nm<4N$Dw)R0v@I84osNOquAb`^l@St<>lqhH33 zE^QufXFA9S5W+BI2nOc^s2`~xQ<4)9hJyJbpK zB?~oQ!8)A5cf&>?&wo#gMucYkx>ns4)6q~LDt}+!rzxD-w+`c^fe1exyd>dv84XFo z@A;$OSuO|f_cl%;TN=ok_)L&8Jm71Tw_X-9%)R=qU!%6I+bWy15i!WY z;UnzSP)5$$dtgm zb&5fz{&~`enDxpPmq2FcBeGEOHtBx$Lku6|2fC$39L?;3bM4I~Z*}_S-TsV9-`qXu zS5x0CT13bK3+z9y_)wr*jeHI>aczO59ilCKNei%*^y zfQKp!>!pl?Wd0gC1t;P-zQA9cA_b?kxrD0ifdx_|$PSg$n|eP%;C7Z#3f#G$zPX+2 zZ)Sg?E5tmzWJgYBUD+-qMDu-TcjSRCI)%hrSR1pH+}Ham!F@^#mJtijwo7+8V!w3c zJmR@Ax=~3NVO^oP`bG686hTnTi5l|MwVhHDrNDn+oN<5zVg;7{I0^0C2K70uq$-A^ ztwdZIq#~6-UJ?dUEz?l{ANz((Z%H*$pUhJE>Aey;2ts} zk;{m&l&W_+@AF)sN7#_vW>>ml#cj`Sm*s4zW@u8`IvX|6>ot62T*`hK5d&3S`NdAJhp9e`fggxxWxdSho6U#hz z4=$|kB`3rpzU4S{c7oSUV`Kmm@c#BZ<7I@?5xO+1wdOBz5~m;BF5iQculnjdd~sZz~Z`2suSC%3`5 zbLBn_tV??L>F5|WC<<~o{-R(DdHI}NgCtKXOFwdE@A%$Y47PKgB=p0B+Zi8Ri3!VZDn`v}AplE@v=o%-e|xE^4y_(gmKndyV`xL-Hu+Es{j;{Equw#%mla*6 zJ`z2*if!8aodO7!54t@_7?Zs_NEC18nd>K|*>n5c>csUOy;WaLJP5^4f zOFy2o+ILPmitS(PP15LRY=arfwSPCZzUwM(yIzVe9Ex26O7OCF{$A{x7T#&q0DChS zd>unm+b}*M1?`d#3Io*W5CQ3@im=bC(YQdlVRITK{PH2@8J`XJFDL0%nz-X;w{~sgX z$RCeH)awB!>z@fee|hIAKi0id{Hd5K!4sO7MK7a5tmX@& zC=9|=$V0PsCyqiY)^4QHvdYM6|` z%B!nkkZBoAA02Z5Y>_cG;NMO(%0ZVp;{C0WU1+)kPn=37~LzO z>m}GKde_P8E(d$`g1|~*HZ|f%3=?nY+{}oc6*qS*ur`y+}Sn z8lI-Q1$16=oH12aKgaaXx>=HKVU8_`0l02-Gi*4GR8Bf>^#aA(D{rUv?Pj`H0?L2L zFUS(mLu#yIqfgYz(_j-SH_X*fKCwBMl9~?43n3QzHh|(Y18Bhh7)VPyO?u=q1eM{I zTsa|`gq=pBdP8UrYuuCwuU-R9Ynvth5ks06>;|Zh@3GPJcs=R8fc27&ciVR%L5*-l zRbhv@vML76mQK~o9C!*RjhA#D#;MQB|3;ypM; zwJMzc{&5@p$vU1#!K8=|i-E$uk;dW3Z5XbcOg9@aEQ%r?TmA4+u;ruVLUFAh)!KwR zfw%07c@uA&F$q@elJ{CP`(2m!E}<@9yaNx97A6}_g+SJM9c7iJ9fE4BO#iKZt8XKs z{A@7>=z+_A!^>VSH;deOKQVf#=`znOXTs|m8B8B5X(fa#UpCM zXJ1xYBaMc)?1qC4zUPdm_`NTGL*B5|XpTvhq4TbfFL4uj!l$|JtOhOQ;p0LUs`avm%*t5IW4@|opTVg>7;e@;FXLEU#KdGBRf`%XxM1oSZRq~>*rA>q*$6rOf(p)F ze~K-o3SN-$bTqT0;!$fWz(a>Hv?N4n#XLo4pa%u{-5jXp&&BlIc7H9DcC7A%ynJ@1 zEor+JtKJZl1vz7>nTz65CO^OZXS$w(O8y_`jOgPZWvio0$B&VKJa6hE96=hWAPAUZ zpcJy3AZgpMj!c&YkjFuKtqXf9JGGJ+gaj&pMC9bCQ!CDGb2Q{*L@$eQcGo+fiI|s> zVukdMO9u_~#2}TOlqZkE)xXC%`lq%cu|0b`H8v{L7i{YQ007DSh#`3l2T-xGF1sE0 z?~g>S!i46T2Qef5OT{P#+Z1|0sRE_W_Z3H^(QDYTe4u-07mp*NJ`(12!R?jcGA%?e z2S~|xEgZ5Bqi^8IJg?MiFNlqTAXc)h3e-Drr zb*)G&NQ6ZDe zU0Cj#v$UJBCMFxr(#ZVp-d?s4_rMpCvyBF~9w^FCo3YJrU|~YjP6uG6?{S(a z#lz@%(Vn5r(aIJv-p!`^%59%3tKuyd)M8>7LNTOnP%!n>(t)mR(F_oyqit3ia>l_C zsHyC9EI9w}Njoj5)A|YDIRqBNSs`tcTz6+8_4jL)i;I3+R}7UH#SK(w`?M}2Ph(FV4|>DQR8 zId(dYet@x3NyqYYj`lTuFUCo7lgSZDyT`a=8!vX93CTe{dc%hP+B7>jk6na}1L!bn5Cf zmSElp|Ne`1xEy$%t>!ulHQ_=cNH79;-?zHfO2dwX!1M+|_}KEX(|#H>&=_d_MzlpS z_b?CQhVvT z^xvDZ(EZ&*B;^$0178j4s3d^5+{~BrrjxY?DZgI;ErC9J*VRjO41ZXBTTDhz%kUV~ zA3^)032X{D5C&0uTsK;yiJWs$3qUVpN?#iZ#Z7(Pavl{P-Ao>sLU_(FY?a|hc*;{2 z`Ce_AUmT}EwrIq7G{c|TPpYB!ea%APNr^c#^ohj7fQP)J8fek&xc-!&R_Fu3+cLQp z+NBjoHs)Z@+6|)sE_ePJ#D5%%yqD`N6>*?@)R|lH2(#M7j`dfcIl-{^;YU3DI{S$E zz`xQ&@w6v)HH~PB=kO@J745tUdF!KzOJUR;^n$fMw#hE;)uUMpCh@ZaV`pbT+jfnMty+iYP^ zRi!tOo-mdMB|3d4&;M#!XPcEKKeHUQ**|pRqS~YN$k)s^#u%wHKAw^N3dGfBT|lm< z(&jhkKP|i)u)S;s>^cL%e67qKa+JFJc`aRnOV%p7aay;oFZnpOAUQOs`nxa!&s-Mp zWq8G>Hg{Ar=rB#a1Ee2mW2Lj_2&zpX=|j;4NY4~y9qii>DMsBjtfLmW1Hd;|qaVN! zWpc0*wI>dKu4g(c4H+|!PDd@tQn5Q%^b#UMAxVwF4diCE2 zmk}J2YDyLK9z=L^-~uN;e~c#?3OL_ph>W=e0biI(PG9NHr~V3xo0cT-1%)IxhqB4< zcK544N2~byl?St{v~CwDummW*znX<{SMd@_stpn^pjz#6 zhJrikc*Q0NLI}hjLAo7sI4^4?7K3_GyVvkj{=N6<;`%{NFc=z;jLks&#oU@#W2h+U zUO$<3>ZI!}4cFtJva}MEgMJb*(R+vLLMB))q=O+OaMh(hLFHWcVM?g6LI&oB@@}2P zAXf&r{`pz5hXoFa({XmR4>JG8&8)I84=>fBLr~s6N_r101nmx2;e*4vqXsyO-_Ht>8UI`Xh7iCh+cH?;cYy!&ouQH}zIvZe zeJ8(RfjKsKOGV=^`Y7gNpg!^SkRGTbAyuD}mvT^rIh@4#78LffDI56AJ}E5wi2V&P z0|<|`Z7uHS20y^J*#~RN7?!lL_F8x(Q^a@miJD?%DT=aeOC&3vBhN0iKj4we^`S$je6!C8zW4y!^Hm|74j;oF;rmN2>?i^o_9_tkuf)A~!kttq zHxu|4&j2h{ZjJHu&b%1a1N79v5Q7Ug$nM2uNdv4xw{&hRdG2ov{b$L2Qm5%@sW0re zR~3p(p_m5Z{{Tnx!|_f#Ew`NY$ z>Law;rV_5OXI|K-_kwVQa-h&BTYzHJZ^yXJtE@zq#kD|`)e6uHbM~@_61Jx3?%yY= zHHf)8WJ`~7tY%w@=Nf)8nQUd_rA`SWLl7}T;T{OEG9GnZ7%$>49P;Ck=DbL zvb{|e598@5wJ-euSb_HdIp#Q0;E}Y3i&?Nr+pJk2)<%;-{oZLAdL8+CR5vWD9qd$W z)!lG_rapf?)S!zljkEg`T)Uza_y%W4Jstaf6R$IY!6-8)g9R{B*GM&rktvDqDg)p8 zVO+!vi&Cm(TvcYFUrhfEzGXc9CswoTP-g|okZUKcd!W-zr;^VAYCx60 z`*RQ4Q5mJjE&guCW1Xk7ru5M;TMD!;Gg^)oi{+<;pz5F|Y+8w(?xIy1L>6#%nwm^D zn<`imbn#+k9xtkLDj=DorQ-`Pwf%aHDgol3yQ zK*+2f(%gMwdZC&86o%o4b?mc?P-R6ciX27}*N`IwE@4u1svdl<;I!~Q^|Qrp9k%%r z6Ao|)8=wP=JWI1fW~u`p_HA``s5SKXg?=>v`%SA6@T zX8XBNGx0ncGQ%VlA*fm%qkYI&DfB#K_CvR9lV{yz*umO_Vum&F%ogSk$sN7@hpY#* z8U!i6t?C@1<%?Z5MP%=&V9q1a2v`MSm{GSCr#?YqHv7E&5MiCSEFI1ENKOCg2qMW* zV2_^j#t_LJ$4b(XkKCo)>57&!anOZ=nLeDLIC@^w)f$3;mfUT{$s8gA13!c09%qzs zFk=#TUBW=3MK7GaL*KQJl#%5U&5)_*-q`qoE@^a#9R(SxUG%!_jGr+u#mta^$W{rH z%i>CF&80Bf?JkOD(nk`-nTqCC&T^JF=5UO~gr}mnrk=p5^l_H2zK=RWSWKBvHCzfo zanfK)2?S{10|8E$MtW`lZ5}dwS;FGaHyHW!iRrkh$TZs5EJJ3fjz9&_Ju%-k zsxjxIz%T=-Xi-sZX_5dx&B{_=!WOCjbPN7dz8YHXyBUQ4~knmCjqq0h!d3v2(z`NT#EEN57 zwFFMc`Yq-^h@)C2l_C~r@vTTdC~s#>97XtXA0tshxO2^*i2h|M6pV|}qEcUE+#$*M zXDjHKp5ba|Wf#!CI_wb#`N}e8BXBrV3ti6!jaX$Vc1%q@`^g&xzfgL^8vkDk-pbZT z#J19cCYlf&hLJVOzvOSy4&8gTuIa(cYt`|LolqBn7)+BvL=6XiX;?v?5}ul*augKY zOW1JMR8$JPO&kK`(5PeQ~6TU0{Z)E*I66|l_ zq1QGISQOJI6EzpmZVF_k58+6C03pmn8rVDYpJ*fEjvI^|Z)rCz0_g$%icNICe~;z) z%b)^@Js(N}X@~NE>TIdpDeXti-v}Iz>U%}WE{*^my8%uBBBa9II>k1P7}rsGk~xE~ z3fgUdiJ+g6hog-h-(>v%V*eNY`lDK|eg6}j@uv7Q@a9SeXBdj6GDmAM_RHgEc8NTy z+%;4B@Tf_$m@D!XxVKp*GY?7+RJgt;D-=TU6(ES=9O!$3!wl~PKq4~d>8b~Pxdq%a z)_Q_dSlaL}h2mu3Sf@WpWylV5t*o&dpW8;7g~oxF?F0h4Z>5?VwAx1=s4^oxYuKWT z|HIm8%qPB&rh1KFe!+qy@0iuC29m`inJcG&>so&}Re{-2?A^K|O$jYRuPWS*t7m5` zw=9CH{h^IN7#^A6KRFf=0KxBB_sZPt{F%f6c!X|%`Lgqv*y2UgBdG}`Usaj-6X|~K z;!_yE%9kZQ2)dH=qUxGcG0VxfY{|JQkb6UN$n$Iv^XwNQ2_K?qYLNk5*P|kl=mS+= zQb3l|wb}AM${LK6C-?&74Y^r!o8hwwU*G9TDKU~|0GT^-7keJS$v@07jxUm$*mMN& z=^7{b&fB!x^w@wg>j8^S@zok(xan=^;8K#c{hkS}0JM)Tu{E8irc3op&$9;_|9u}# zb$NLsf0Lj1OmVZMoF%^yt`w)8c0Au>^~g};Zu#zSlx$(GqYo!H%54$*BbUC6N|@CU z2>+LiH{ugaW`wD~8@>aX37+A}1hMP$t(Y(PZe<^@EiY~~+MRPgINLVK??qf(bA^4{ zR6Bacmjm~%-0tQk?cCqN0t#mO92~+V1edTG+ov(BEA3W*q^P;3r^38j`DVyZP3W-j z#qLNABG^>b7LdxK!`%Bzso+Zp@T-$cwHegvEko?PE<%HFE@POf%?b51x9+m%7^}Z) zc_h!Jnd?0@+;%4vFvJ!BQ&XJ}vyuGlcsSJ}Z2_~tONjiSb%Pv^;n<-G4F!cu8;_B$ zW)vgOff+YAM*R|vw4`$c(nw`RooBF zSzhRW!|a{8uuDom=DffAeX~cV9SL*b=rxnAh2z0q)Eb4LxH>ibV{Z1;DEQPlN5Ze( z+y5hiU-@v}4Wi`?;8J!@4Gu|+RL@B$m9GH%MzspS&_Xx)0wUq-AjKUS(ILJ>2O8#$ zK9k-s7y5ULZ8Oi^1|t+K(c<&mu#x-6xp`kV9+xZur6SX8HOhJW?~4sQ*?g}bhyu2m zeVNhAnl&lc`2(Ri^RQUq?H*Rh+aoErmal4D}HPOZ+K zHFn8}^gR#vLQxt*hEHMKRTS7Ji_{Q-OG|eL&ld;dGiMI=cs6Sz0E9j9O%wboe(4zq z8jnpM!4!bCN8ompq$^e04lUt#%#$5;4B#U()AIKXJtR4aXdWo0<7(2Lk$qa|jb+nHw6bRO)+QRDytLIi4OYqdf`Ehi?`8C*QU9MXjt{JRz39x@vDwn5MgyU!Klvco4dIv{IphJ+v?Liz}kGx}D->A7cCD;UGwt@RPd zVgz#5qt5iR*JaP)E=V)U6x<|D{0jU=^2AaTD}Gwc6MvA?Q2a(!pHks9nZCNtiMewhul z)}&x>a}-NwJ&pUhQa1cb&6B4e$lC&~piO;X$o2;eMJAZvFpr_M@|VDo2Xa2q%sh!+ zSUim?ii+|V@Y#La9~O1ylnS0SjdACNVc3G)s0x?LKLeD6X&Lk6yNC)~hZ`X)T(qxV z=Syzk{RSK^8kMF5raj*7;zll&29ULKiJlLeQ~NcxAOFZu=RPm-&%^pW@*?#bFO?jz z8UtU4cE2S(ar4$?qVseskS6Rngb#iBkR=cngslLQZo=<(c#Y&&O0__oHS+LD)m>P} zuQ4~7E6H*&5BQK4y8{&jQ@^@k{@z}is~MNd5`oetb?Af*_^aEs?JpHWm0?72P+5xq zvL$1cF055z-s8KBp5(SUQ3o=9Ht{6YU32Z{GXKAPf9sSAP^-?3F`cL1X&W_eQD5HQ zL#<<^oWVpWo8XL;nG8ZjaWQk@+KA#0Ex#-Kb#w>ZSSdxZx%uHB-+a%jQFP}*yGHu& zM+{QHA@QSuaeA$PoiEd;V;Tz->blsws(@|*$SmWc$TuI{o-A_ygPScYx5jqoF#hiD@4#bIsSPW@f8M>%Es1 zZqVv6ue9QIA`hix$yQ~B87IWluJzSWZd8M8zI^>RLySdD@pq$Z(hMMc44|8}RckvA zt1xF6VdswKI$=^FZlix8!l6a~%dfMW1bG;0NsQO{BIszjPsX_{fM^|AA60b?q%0Ik zbw_SppK-3mJSJ>l`i1@0S%TML1(3@Q)(+T*Y4agu3ty^RLWKa|KU@Tpx5g%z(JclB zQ0u!@p$JHX*&tdT8+9m~Ew^}QGJa83cI@=+c57}pFd(NOqf;BdJ(|kptSJYWZeUg2 zop9gaa^d+>hKwZB*e<*7x9b}t`MmUb`QdNIxJz$RovPGG1@@hW@lTtf*`24Dz5+2C?pEM zu~(D|yRhl~5soQExtLmxsJ!*W0^rZJ3_MZ76f`Z8(dac^ zey*KL8-^#%Ee0GOh)NWJr}*5Ee5Js7gpq#1LfpYMh^^kOLQ^Zn9uo3$!&9iUZR^+C z=A1>KcyrxXbKV(B>Gp?yi@u2`K|7!V;VM{ks zFjXVH8k;Do({~Ce;KujGNZz{HF=4!0_r%Y=Kc#O7kUUtFC2-&=wsxkgoUcvDd`eU7 zAPtrc&f%1H|9WXgMzrP1D&U#^EU7c`YnFn0b?0@kWx0X%oZ&R^OH8mWz5T%dkRtpN za&e)3@?$KLg!%l3yOJ(!YSk_gBjajl_cNOm+WA>cX0*rL%x%n$X8VAbdhs>_GigdW zh7T_dG1cm^Jf?x9O9XDx_RFgCkkit;tqG2z4>rMjVYg)9jRYD?`o4~GX1W5;kb2(U zJ3f3HHkTn%QBmsw131%^u_Ri=%uX4?OtS!M+Yg~<=8i}>VFIpqsDb2tm}EC*iv-UW z4o5F1ofJ6O!rP_1Y=J5%9E2|si6JZD*(7d~cJc&sq=zw?U1gtv{BzE8)fv21R{WKX zleAfb-gs^|MNZC_eO{m7H>FDHe0DJ`?tFJkov!BFz;3AKm$v9Sae*9Y{xmh_2^mP~<(_Cfeq-nG{0m zQ-c7Cl+0>HX`4#fFXmc=G+pC$qSk0#cw(72cF>SyR0pbb#ShIY-JNd>m~B<5yfk7`PZj6h zG<}5uEOT!2F8(&o)6!IJK1w(aU!&G1GcQzIC`O}4J5v4Sfu)7h{kn=5OD;uZ$eP3p z(O;lNFFx#-zN|L*%PD(6sv?L$Uo<+A>?9gEwf!DNP6t4+Xrt^|Ak!;iu5#;d8Tw+W zJaS$~_?)xzy8ey2Syfj*@!BOJ)aSPr&m9uU3roXBMhJ|8WM@#A1gGz|1Y~jwsve#;V?0jRi)EiAeyCgC`_32{#fTT z@U_9k3hya7U=-Li$V9(Ol zo57}9)9@>a#34*_c4AT0Hw}%B_g(}Rov??{5vB`0>g#;X1V!xEoh>atwOoJCBppcE z?pfbI%Ly@X?n;Y-JEYp2*LSEOkbAxI=p|d;+xoJD;8$C1b5i>jIw^V39_g3r)o`tw z#-HY;8-rTEma{P6|J>ML5TLYU-1eT-44mX`z(t;?X1!e75BnRd%yoHFZD#7eXII9# zuYJKE-Nk^98f62*$jLWMgl&r~0c|Ji2%{84Nn4-fnk{iMBR2L~Q(O(Von&{kDx016 zFnnV4kwngbh1FZ#$<6`iH>UG*%f|!G;l@pc#`qXM8}!v>?l<|HJdf=(v#5P zacv50)=0-Vf>F99u6NaH73eE4^L+RA3n2q@E6rCJjf~3Zy?K{kc$xB*NDHHhRY0s8 zRs9w*A!tcY2hWWMvnA^;w5IEWB%fimwazt z62(D~O# z!oq|pgTe>uOt?c~OPjLibTAjj*+PU1XZGo?viR_fj$>7ZjOIOA$?gTAq|RFIHpsXo zEP38&Fv`%+2*##BuvDh#w{45md`N=@oLVrRHEWmAo+z6eQ`X;*R&dI$%lNEFw_^kx zcQ)0@mFhw-d6^YdJ50hdh-IMr40NmTR~)1mY-L_c+&+1=OHLA2`UVLLaG&R^HI>z- zu!)ro%KnyyIv1=vr;n)qWlE{ViH%zRRc8yNI{&L4AUsKdO^6Mdh6j^ISzf(?8VAE= zN*jtBquunIcpAmG9M^SSm>&|N$2`)t%r}5?FxXu1NBD|zdnBkyA@l??c=VnU$<44x zg4J<*mweWGtGiNzYwyc?3Ba43Cnv+Kf@u$otyg?$WR%))7Krr6ot`H+EipqPmBNSW znuc7G-~*Us`{_Rh;Q7ft8|gD5XpSJYd~lr2f1LoTp)|p9WU#?Y=v~ygI?5!cJEMN~ zvAa*gT4i)r2G(`1s8^@XxzoC5lb<7f4Q)qxmeIhUX_7Ldp%EgE?>;K~^4f+!;IbM9 zJSeTJ$}6xcZ~da|lG`!x(*8kV94{g8NektKnDlJ?1KBhI1n@661MIMFp!^JcpnV9L z$thwC@Ge(N1jr~NQ|`RSGI|Bo01ntc38e}NcsSL{e-Wl4vYaF{{2U*v`%*7ED&oho z@UG%&z1q&6xzd>32kjlUmuX5_yF7Zx|CAd|U-YFCKx|`llc;n(W={-B6Gh&@@vp!K z_QLyP}MF0c0_7C}`(l?o`v~MJT4Gi;<=En$!CE~)-+mrd}CQ>1* z7dKTlKnO->kig%~ni;E_a~_!Ie9eigh(xJr6NyqH zA!emaIR!_xg`}{KL$bXiO>Hq|%bH@f4TD!%7`4n!>2UVm;CK3~-u$hVUxGJ>dZX?d zbaXXP!ZSm^uKuwwa;yidbvhuzl7{&)cHr??5FLeqm=tBBVyC1L|_~ehIgomV$5nUz6f0&a44flRFS<8k=SUgOVLGZ^G z)uQ)gG}Fj&`fk*RON-JHRfNEkV8?Or{2_5@#6akIm%8m0$1!24o)(dTUM%!@hQM_N zeV)PY-e>W|;5HQ35GK{o0;%Y&oDU4?+Oh*W|I07S=xzpyymeFeoyH(k4o#j;(qaf za{x4-UpvA$6tnRv7g2}2JV|{Q)qGo0;JSqS(6jyw69n zOpS4jjbp5pk?-tEd+-+ps>u~jg#;RqFWA_+b52U42~gmNG=;(OXrS0Q2a*ATZ*ZUd z@h9JsNZNvt9AeeboPvBs7YEuIVOZO}By{quhIJeQ8XfRV$I2aa>K_rFD@@)@V9cF1 z|F)^OykQtwFVcZ`So?j|fE0^mR#yaqyxSJ>Lzl)v{KP2!l#=?o$C3>1LRrQO2r06e zt13PV1`FR}VKH==p3(6e_bt^sMm`Wqk?&AF9A= zcE;xXE^y|S2_pMsWV4T-0!1^lkw)QKD9#KPC*w^d}Bb z1>=5Hs9*@vd5_6+=$?PGO*g%*=G*^$O!(k*JIi^6xR&7VQ-TnL4il{(^K1Gfk)!Y> zXlIwI&efIc>51EF>k56|;^4aly&S0y|o_YEz)F4aLf!434x2>rEJprb|Ei zQnYRR*Y0mc?{~{RDW0{P*qoBMCy)VcZI+d9wVI=U?{_hGzw>M84k#o@7a!ycROmwt zn?V7&#R%zZ>5vH$h$HXO_s4$=tCH?SubPu zN@8Ta0N-wef`9Klh(qCeLVodr{r9O}P|HlP>6P>}-8l4V+?bI)_O@y)Ns;N0dr zR*D(hCl>vcuR8t6!t>Z8BQX$XxVUCySl9|HS<|_x-+cTEg@p(^j^Sdd0^fO53=A!G zlZ|bLthIvbNELm_6H>JC>qpq%;2}((jLsyXDG3AZ3nQJWP@iUcd(`QK|4~%GmR-Rz zGn<_+^bRv!!i1O*V%3*tYbna+qAQ_jDw3F0ZafQOPPxJS7sw@y%b`PT?r6}S?OXU; z#C4@br=#|kLR3xHwb4_Ad6ta!2Mj~(v`enQ@3Sl4G#jfI@TiFq2XRMg5>%l^p(!l(?Ed8hO2;Bp3 z?b2cpNBG`{Wlk04!GSudkLPC9Nt053%Qn~^%g9(kqZB+-jN?*edUJGlk7{}l;CV+6 z{Z@|SBf8gW$J`ka?*mkg87+OG7Z})z3%o@KRBenYiRRpojR~)VB{R8jXJzN8QB5OS zbw>v31D%zeQ``Au!YAJdBD`jDoNHrwfj}mEi#xeR_YAC9uNB`h5F3I$0S9j;z16gw zk?iI^ypDE<4GRbB0wMRt$%)Gx55$WWzCTCCioYZYWS#}7G7A$7ku&PS-~4$Eo-JPQ zebfBSN;}qXgfxxjy<8UjvJU7c7qBx1t zcap4k6`KI}wFS~)k|P`hy2a&q9iZVCcH&5#mlXw^vkgW`Hi};X_n+uG=o~5n?O9VK zTeZ|rzivo`z%kG_%_i?*M04pj>RZ5=poyI@h~>b3%~TLi0H z*)S>{bJ+$KT05{Z1Px8TfUO4$*b{MMZDlxq#RxhJ;G&sAE)DB2({0y}q`HHltUNQN z{Uz>C<2~zai{bI826(*rO>2Kw4>s^#!*tM5%PHve(xDg}c9t|qn{YDH&JuHvK+%rkaw&b+^57ZAAZ;OtN0}=6HNI+?U z8T%BVj4nyigt2Z;TK!Ic>B;n%{)B-#5j~9%>{Sh*HGSOEc(` zqM_ey;J?VTjB$M~)S)0G4PaWa+uS(VctWpKyc;xQm0V#`_0i^m^FSX~7bLjD+Di5G z6kC7wN6CBkUj`k&wMu%Enuf$6@x{G)doDLJ8uA$jCDnNEkxM3x%ty_;J#fU{?S%FK zzM6JT(Jko96Srt5>#fEEBL!gDl5x6|FL4l{w{4F8oRzTFzy(<(0}xqvI`&IGenA4O z>}%TzJj1EXDQLPGRN2N`Z?N@xzT;s6qldwERS8F@ijPpK(Aru|aCR)b&2&?XUVqJH zCQ5_9LTE8$=l!qW!OIJgadh40MTike|Jwzum`bvh-j7;dDyB=3?1fM&I`mq2i{7vg z7hTZ-8N-%E&o0j{N3ZO>BJSbE6P8F`Q(vn2)mPvp? zTp4z3vnJcUMUW7RTw@E`Yl42h5Z5s1hvQ8HjPNs{-Rq@(xK-RiUzncYsM((5;%IB! zr4@~2RxP>zWU9udbAF9`?H(f@Y?oX_0vedFtAg)b)ZzM^2ps#}pYyXH3Kv23^|()m z$R_qqP4D(@cVXR@Ine?gtGK$vQ~~abqS)zKbu?hgT)Fov2n6o{!$mGIY$a@}!iv}Zw&B;=B_G%3%-Ab4AAst2n5S1&)U7$b^BpqM zm{FQkadNH2c#2jnS6(h44~=7yCgEMB2p9uAdr4ixM#j;f#0C zatNg5(FuPs{8#8EAZjDFvma4vwuR~W!Y5K~mUZ`!*bkcRv<4Fehu4x)6jddA zE_=)cU}pTf7$eAPD*aS~+3$Eh2d)6}TQ}|`!o_TeoTU~puPd9!VP>GvO%I=BjF;oF z`fmF?jV%$=ODAIDF-2ZRzVU^He=EywQz0-&*Fd72Ndz&J4ax?M$`+$`5+IYc^ zg!93u{y+Dr`abcaj3fiaiX8*sjW;8=W&W}uWvm3``3-yMhnVW?!(}l4VEo*%Cucw{ zb^c`9YW%V#AdI#;ox_-&Liiyz?)<0bU(pT1XhNI=6=y3x{u4nDEaNDqm#+X>YePlG zIxBJI0lOxK8HDsS?3s|rg5xvccaC~~$T~vu) zc>;NaM?+ZLxy5-5+DOv|iYiHvYhiMMQS8nFZxl{^R$GaZXW-7?ZDjdj>#c92vm2h4 zppCt}23W)ki<8pEUb%sm7~0{wnVr?1#{r%u39@gHqel&A>zaC@=^*kEV9!!}`@#I% z*^aZIS((o)Zq>8B+TI>1*)d`m%4sPwg~vH5{On6LZ{|P_i>Te4ugAwE;E+5x8Fwnb z7#SZtA!8j{6VXm#|H(gF9I3}X*?RTpTL!a@1&YQ@$(84Lj3oM0rEVjE%1phhW@MG1 z24XvHjM7HJYfZW?vG5_tKi;PaSbSn z8rC5J4`1YD7QM>E(_8_yKANXps{ROKall(G-ffFN$f@0eQ^IhFRfGa<=Mw1ZK}rC0 zM{_h{t|O46&$fjzjoKrYou0c5{TXL((B8B8!j)m;1zgj{6@q$mWnZt zV58vCaCJFQb8%LK`ZYz?2c&4%=Kd--xV$p!Ul+g$69bNS3?uB%3LfU}s};^VrgfeL z8CS&(hsYV?d6f_M-||n)hw0M+M-sU0&SFVn5GL(Qg3FbK4X;6=<4%BmunME!X--^7 z+Fo2k=b?|5?QCN0y<_$Nb2DL)HDE-yps-xw0X9(ZY#;OE!NtcE(KW>p*SFu{O}nhB zd;Ec{%Zl!KL{*h+h zYHdCyzIYJI?k5JbHPk0)0CEsrIj@3ai(C>1g^il8*kgbRQ0{{bh07f{{n&b%WZC^a z<@RdfsanggYznY!h6ua{X32qRn5Q8Ckau#?4l5R4papT8t zY#Yru6{SSDZk4wr>tdy{xc-D!!bnfn4x(4TOC-nu%-wbM$1L&Jkh6(vc$qZE2J~wx z+H)+cEvFu$yRTcmJ4!#THs`t|f|&+kf{eMtbq>$OymurLT?oazwk&2FE!?`*aQnWP z%0|u+=oVc98ZDghpZ<^%M9n#+0s&$$Lx37U|Bv}Gn2#*Rg{oo$JvAb-IlU#P>Oomb z49FipM^h}0->}}c^^M@VX~q182$`h7$vG~?1tY;cpC(1}?{v(4Cirq+B?f=!(R-9d z;7BxjULc9TTO85YmoQo$Z_x4)50DLQ$up++)EbY%YXP&MnsG&~q|h-diU!|cYbZ;X z=7DU;MX5He0`0`O+FKaVFi>?$*iFFtOvg;;JleW`GpSJ8Sr@@iNawL_R+~fVf=F+2 z5_!sG5b`g^*Ot{sh?6(|7N3YVXcsZP?R^o0Dv`HN>Ot2^SMR>Idz_5&Rce!pu4P2PPa)i-YR^XrXfE<{B2ZB z42Up!ReVjO#LK!?fGhsJw6!I(nVm__$k7t3yz{CrUO;zyL> z)xm-q{aPOF0KSJklLo;{o`(SHr8U)rp5)m+JZxP5b)B@42V+ z{GXWS6_D>3sGtwJ=HlWup45|4VK5m3+fdIPYT;s@4a;!}~MAXfh*8 z#Xdkkhhpq$Nfl;+dxrkcz&I^|CC!?=&F;?ieBD1RBj^1yG>-7VrH$Nr(&Cv}%v z-np;A*F{`XLG{rnNAWc(82}f?bo=}|@-m3QSJ)=iFU^Q*gZ9Z#U6|=NvtUiTRla4C z!pVpNl4pa6TrMQ5(XycnIL5C|DD{cWYGn>@R;QwEJF29>!xj+m+jrDsmdoF((Z_v> zZRRO;_T_689ElSmk(}1>@v3aosH+G=XV?Hc`M;Q=GxY;S*#sHP5%%N37Ww8eXYcyK zO6s=I8-W_XY(eA@i}XVb^bW?g(jJ?q5$i`7+qN9KLVIh`L#g_UyTamqPRbkxxA$=5 zhG&pv&0r~zv~*)!Wl3^*>(A!lgBq4a?XB7q@QICLlx+u{2vR_0N(|aT08zFC9~G=8JkDG(loqBj_A}F--I)Zx#I|nRzPf=* zB&E>WcOj{04Rs|AiF*k&BHqXV<%}=8xpKK$)}K*%j|ajZ>*OQw5*hW;6+M)Vp2psK zKzgw|lz2k90a~JHT=M1gZP-@grri`*H70lxWt89SUQVY__s9}uIaJ_p^&SKNje=aF z1vVdCe(dIl10f#0*2o!0|>f)pPZ5;7B``lu_h$hFMF2)Tg)C|v{5NU zet72JKy3ow8=oS9YF$6X8c{j>(& z2$rWbzcZ6*I<(?l8O8&|+?a`kDD64uZ`faOh{{|lN$Z}Wbvq6cRHoKuV|Y@N=x7r; z3sPzu)6y+3H80Vbi4x~J>YWr;9M(+jnUo{2y?b?BD=w)N_#)kjX^B&HJy%JOr*9*6 ze+Jj8L>TL_TM(1|2>Ip}fE&Rx(UugdpK0cEpTrL{Y9fYcCqw&`uPDD6zH{_zt_mdo zVP#Xx8xfw(dDd4Pb>hWOS%S)t?E?}Q8r|36m7OE68_R~h&vO!o@(HY)>H{K7GM#qV zGU8QT)`%iPSD?8M)>S9d`8sI3onwbDr@*UM<{;_%iMaIZ>EW^?Qq=1>g_ukAmcg>k zlZ9VT@!Bv3up?E`7ybhkJ_K8o!RAm;p6|j2AcVs~+a^krv^UG7U`C`x6nt>d2aTsm zgs14F7nC=ovg$rxvGNtnb6T{1o>ee?(@Lc+H8f7yM!jp9+}fIbl&8BMR6PY~)T=4hZEXkNKm^Rtsr!}rCxmKG z^Lhfn&D1(&4&VU9@xBXm!pfDYx35SZA6HK>+Ss$^X=tX7f$*%E| z=!1v@qZ-kx(v6=Xo1Al8R@$--iST|5x7)kY<2N(j_nQWAUg4-I=-u-z-dmTEc(0FS zNd}kfuA|Xy;7q}g)t_TTQ`R|tAV5|ICV2-JjSko zk<~|RbhqgmqH-g(YJCCsvw#E2{~FzHy2v^MwlzPfiXSGY(y};U*-Ew$?qB(iPg#lNP%xBnK21Rg zxkWyg$E(BV6}YB{T)dR6sXVy&p`7A*nER5E7C2dG8kHr@KR3*}+P=N1MS%&OEWN2| z8gPbn6Fe4P3q4GPWQRp{+hv*PnT@A>fxD&vVaWe{Sk^9~J&_B20j(W4%~b@6#t4Ek ziQ3hpp;&;sXJ)-lio7y)a#*F#lT>^7Woa0l^+IN6#`0I{DgP9u zp;2?0ai*|t2x8;L!neL1~Q?+(`bxSSF0$s8q21U;aE)MVZ<)O)V9hS z!ypybm8mGC&W|-**@rg?eRU(gArxC0;6o}3Z8|P-<*H4FuShY15z?tXUM<0F$M?>C zCp79xEM;9!cwgba6X&wBNRL3b4c+XZP&n=$Ic8$4pLy{$8Vx`RZBe2H=9c)pag`rH zFG`z42%QE8nSQEV_{LX-{t6F{eO8MqU4|@|j&*AdQq}t3)UJe< zLJyUt+LD-RuG^{_e;QoYn=i&WL+6@ZzWo>cHVLA^c#of?lar~qV#o&7@jNUUYwa8e zD|lSZ9E*AgSVQY&tKPJeiY9*J2Q6+|9t(<0Q9}B571$5=B!m{1*?ZnY$1(W>Q$QFi zv?1;IimZRcUZcYib7np&3J?&vfk8i%f1v?4oL`iD42jL~N(7BY1)X~)8i5CjdR8Po z#QOipKD1&oEwMy6%l@8o2n^xdp)JDxFZ~Zk2pS>QRx22gMi%zRcWSj@X$xc1f~Yd) zPasF_Mt$+eruzgZl-tG>(Q{%t0-uUKT~nt#*}G6BAFIfW=LMx}D9gkZ(b1{zZ4zJi^K^cg?{c9@z5Q^%v}M{+c4kDBRe_tF4(CzCz2lqYQd zb>wEt;nBH2fiC*&D>;uXw7uIuq%{~3?6%V+WmeiPOB*Ab8JK8({7sjy4HD~wbUJ@& zmV|3Z%+S~YsF##DFp?gf6BtEniSD=lij(H6#CyBOSm|bIOtwPbn*48|*I$U&MMEW| zT!1h9CH0Oo233p@B02?NS%)X5+ZQkmeR4>}y8^zh5w8LBTAc6^NF~SlVJ#+PX+mW& zkY}f2@g2M)d#%R>*Hd?S#XnHJi8cc+iDPB_xu+&s^=tOvcbzGil1BEV!Zuh&m=m%= zZ0jgy5ib+}5vug?r12}zDm)ZNkC6MSfX`8DzrO*>67s5?TV2&1+Qt>WVw2j!2ZOp^ z6A1hjOKu{2=pSs<*LX2PO<;EiQ&rHKsg^gDU2X;N2p(~Ctm`d_8L#2ma(?zSy%V@)p z))4_70`Y<%>>4&HkaZm#T+gizuR150x^Z6I_c2OI2F+aTQq}LJ9NmERTSIY%^l1uw zsrC%j_i@ceSm;Il_Xss>LI1>kiM!SigA#)H&%l~>rtDqXGPzNcQ>o16oYda5vCI0Lcdc0A>IH z0CRP1ZDn#VXL4y|F)uSRRZT@-GB7bXFf=hZR536#FfuV;H8Wp1GB`9cHD5PhH83+c zH#RRbGF44QUotQ;I50FZI8-q(G%zwTUo|sdIWjmjGBsZ}Uo|i@I5#$5HZW~2bZKUN zk$E`O+aJfjW2Uig^E}7iULD{A06-J~KwtpGC2?+n zeqbIh^Key!o8W!lZ4dyU`@C18Ajo&k<4z==e_XQ zzZb;KgV`_u%;gzw5p!SwcLcD`tqu|xP~a+x+e9bv0CHRo`gg$hP`3PE{r_>-UitW* z>f$_)|LcLizlawAApbCEUwI&O5@K(kk51wR5CD{K&o5E}V0(HY1M*$flzi+w6pRcM zbQHWiofVQ}qVWp)M_f|>aZ>?wm(Dl97jy)G8#oy{fQRv_dQJy))N`-apvD7yUM)n{ z_Gl3qx=1WASte`$vSIwb!*V8SwHECf7RaLBS6ymv5jh`Z*M&HJPK*N5jIEmPRoVSg z4{gikJ91WffH-@Syyle3l!nfyA9j#+Nz}znxxTpZ(2+f$z0emf@uzdRaBuIe=hrF? z4n?{Wv`UR8;@PQ>!gJgbGDfW>ZO7Xa4f52V)8@{EZVBFT>)Ms_1YkF#AjFa4hoqH( zcpzh!^*IbOa1yCr(mbC!!Zo3b1EUm-*=vT?1KbQV4ku- zaH?M(@_NH$s|GNXQPva)QMl|6W?`?^)9kN~?&&-!-ItI_w*td$Ftr&N4XDbn<-#Fg zyTR}DJO@V>l=4#Z6oaTfFj|xJ`MHs#QYD$*wPtha$y}Qzm~MeM@vH3O@2qss)@La{ zGpi`L4p|@mE9;Ioi1ya(gGR|QrSB&51xn(CeLpYUx z9xukbxg(Yo+&*yV^+YQ=uJ2uSM4#U2D29pL$cr*Nt2C!uhM{HH%;JEX;v+mq*Kc3B z9k@a{++P@UJO9lSaH<^pa>|0GI%iMU zqEgRMtxQvrOifyF@)%@htB(O1e>C1buC6Ppb_+?bw1}-;C>4lsw>)3&{8~o7ZFSHg z{V^@8TmYAnk!E;o$0EYJ+P|9b zY?zLOCm{WeW0rbff2ohtoeXk^y$DL3PR@)MFeDEkm;>|3y{Z~6H7F^*qkGdtORmSk9bG^#9g+PfJB1iIq%7q@%k zg|LWE(1s7N~aY* zrieM&?s4_kGIBsoY&XHLu{1v6%bY4wHrT{ZvdA#j*7t(n$0Q}UtXQQXWs~ z?-&{?k!ZA?!xR&5k zKwEC3>UYU?L1hRE!y1%5Q`2?onf<4>P-MjS_SzsrXEes<| zUCV3n?6+Vcare%H$m~3*%ne7c0iUTTQKJhcEBa_3g2z&0fyYaNpH?gFiSOBdaNd(z zjknU*eer7+MbK7ID+4?Z+3pA6;mM+SlKI9S2zjTUDjEzJ$Ur$(m z;BL0>X-tulN0W*wcw};fj+}aXS}EfDDxKZj<4hY((IDXpEV?` zseP-V-r-y;ePH71k`)2}XjhyLeW8ck2w4o&-lcMyo0R946$s=nr=>8u_TT*a6{M|r zUTT6x9hkajc-#w#>^$E*7Jt{tvVM1#@TCvCC4UuL6P`KNJPn4~4HA(+#_*%Y1ZJSL<Kwa^{&^!ilq+0AP`Z850nZM{eezHIC z{}uQ?O&+BYM*sj0CjbD;|9^pJWU$qjRQg|y_vtWBFdIN?`AD^_{BPyi+X1OOoN-|GYf;5mN#5Axg} zU;j_pfPn@8=RV&Z2%yD~0ASF6`ZxY+C;;&NZ~cWI`ga9$;O~4dEcy3@PXr*K5&(d} z9N^tP@%Q)d^Y1^nK?2nG7$$5A=x;vE`QJ4H(0xAqCp_@aTA<+7(EQ&MP9q--Pyif2 z__sWsFi^lxeAidtFMc_ZBC;~k_lVTEKt&Oa@VTYAwb1w=&DD>8`7XeuSr~l)*F5}w z{kL)Sh#UaF$R}GQ6h`QFn~9szHdPFj)d^K+SkuZRhHAkvgWF^@$HdZPo`KvBpJcau z+^Uas4BSa)+jgIbPle)E_}ZNXNeA)tPTvBuQ+PhXgVi8#XB zH*8FmQ{$EIbN#mu10>7Ly%&!55#7Ab`+LA&ZK@Wa2nLrSs$FUpHS?so zpwfvqG28(*l9<+%gVTpFldFgM_w$jq6GWXIUS>EqoW})XDm`HAa%PGwbm8k6cP7c;vV8kH!X;Nk zcWo7{T-&2dC;C2B!LXhDrzJ-SgiM1`l0r;!(JkhsAX^KgszVfWd82~giP1LxX4Q{9 zG{a3oCXHCT&|?G=goD8MJve{PV}6l>$lZU9K%!JFhBXUFf=<=% zVK5ExxXjSVKA2A8LIKYqQNd_d37J=8mFEi9M5vrd#`<0o1>3~F_HFRW;RrsL~rT>dpRVdfU?B%ln!R(}wh zJw-Koe1&_+)CK!3fGf(1<{B9fV%_YP)EwBU~+Us z)Fb@UZa1FjD&r0rA2QH`)tTf25!Mzv>V~kPP%%Q;!Fjj3v8EjkmOH^<$>zCp_C$cj^vno2I zl$(HDfh+^FUE%Zcq(YV~2A3^yh$MZgL8{~RrE9rIsFHYrZ)(_%nL;yt_cah?GW#hF|^X zv`0yVUZB*1>kIj#QRH$!|C`q)Y!MxqNbBWXNSig9ZNGW4ab>Y|hB2Ufo{+>)zh@U- zgh{h=*EKY?XknNZ^Ip4ZN+3hTmRM=BG^CNlWt_OYb!>LPI>JS5Yc7N@NKvA0dv=I4 zLvVj&z$p9nIiz2%%tD(u1t&|up?-u zJ(y{UgTIPu1y&Z~IVtm)VC^u(egehkEPPICEbAmoZnvmRGX6UTwRUo!Z@`3%A3c-+ zLx?v@X3lI;VKoPUHje^H(k#>A`jx;W<%P|Nl)@%@#1TQSOClOU_2f|{4lta4p>`oFj*KxDkmp3b)i&i2K9`6nU16Ug9&m2mU zKDOVVi3u_|%&7b#BY!me=Y&5Sbf5B!`5m;UU^46s`A6YGRW6Lz(5%?WB>rm#L61hKAU!haPc(CsQWY zlxm^Vb~JUB_Z+*=6Q*;5eOmD2XPU~GLFV^eI6F}j0~P0X%SsJw+$%mV;VQO18h2Tx=$Jl=kpFCbuDLvmLD`e{TW7Q$C2TnN{i`hwnDA!@ zFxG}x-HUKxS-;}$<@F9Gq*raWyI*$Isv2-Lmw1-;9iQT|B#NYAV!yP_hutf&=jkf> z9h6Gc4sbKkU-Jt1%>ahd17j|}>=!IC%@?gql?Pnty(E%M+y_VI?>%t_W|8iw+vG1`w5gvu?iLQidDaA6LVtMMq$_2k2< zksFCD$06yg?E7y$nc`2}$Bs~cS8*a8phUh;N@^kY)jz@j8d&ad7A@u(pa zYGa$O{=y7BWhOZf#1q>G?Z5#8ofQkGob}MZL@~+BFsD?nIcay2eH*rD8g3i;wA4j9 z3lUwqP#sbjj1M9U556mFqfGw52>AH?erT;*uyo2;%=piSS*n0}!2G_o)9%Olk!FKSCf++tanmiN+IO^rNiR5p*2jQ2kW}WQET;3&fBmsi#0sBGsbFC?tev*V~}= z0CLNaUJdR>Zd&H5I^KBUF|^Pf7yk>h!CRLuyQTgj;_CaQ6PKBn9mTQ}L*%so8GW{& za{E^r%Wub=rjB^65@_DdddS=RFJAeBR}&8HJ0vjPJjWCHHz_@8U6cD5rTpYrn6oZ8 zM>F2WQ8D2cW-U5DGUrfN;cBJ_d1s_apm%%+z=)hoOQt6ItLXF+2PG;ih2OxtdddB;FZi*?FVrGK5h8L6aQ$lanK@oJ>koC&GN{xT|rpQJvXzm}-W zFrDhO%~E6|Eg4UI(0PpDBcOic(=Jm-9688JV^j0o0-> zymAO>gHZq>lOi-bLv?(hqs$W>bO^$)iTGzBX%imA|86DkVXplUR5HuBMM(?@I}Nfh zl1Ytr@_xm;qj8v$&QDbpx1e~p1|tTtzy~VZeNGU;vz1+X_DP&#{<1jnYaoTn!tOq zzNK7yq)-$}U5;}hPFGJVU$#n!4Y#4hkJ>1n`q!D0S`ZB8)U&U0a@y!t%^KP?^%b~7a{9>xlzk3OgANOh*}d~;N^FE$ z<>&*XvhhOMQIucCTR<&(h>T~|ZY50v3D-9cXAGmLS`+*F$M78^E2SDjvhI7WyI zT|%np>e{uKJ!{Dl&>8(>+;~PqmFh->#D~Q61HpdJ4~DyO_c!Vilu#q{XPU1A>i9Yo z%1bjGR)ybI|HKnj2XUmqh&vE_>rcPboTM0)vjj#(@=F86>CKN3#cu}u;gx%hJ zT-&z49ljZqDmPX1nqaSdGr`!J1Cr{2!#Y}-a*0I?O^ldAF*?cEa4T|>zZPY#U^X^* zOL-PwS_^aiS-?n7iWA%dP+QoDZ@!eFXceNgQ#q@gQspt49&orf7SiV@$uLsqa-tsZEudYbt5XBo)-1ii>b%qGnQ^e%EyU6Blv7|2_z^0ibGS z)eHc4^;LE$zKYT~A<9PFHb==BIi8L(>H?Xum{iDh;Ff^*wy8y7H-usl%kY^q_wqlw zoxgVE9AFu?5fxwRD}EDysaka8BF*`HRv>YP(~9c;!&G_R*y&V?fEw$r%^VWM!ebFB z1I4N*dui&Z9hZ|zq-3&NNxpsS?A^MQZopda~G zI3TZ=MKFYT!&9((%m&2Zfw~#C&x%%p_yFOwim388o1Qu{b(_CN4oAdh-(;lHt59IPQ}Ltm9wDwdE1o3YwGet8~u zap?4za)5c^f)_xtpg?&a+j+s25X2C;R44Wt8i`pJ6^@4%ULye8;Si$4zFE_f+8xST z)WvXa8D^)B4U9NEl}QYh7_=tT=%5?cbxM3?u~1a|pm~Ie zrv`zxW{F5No8UR!r|j?iIh&?6Y5P);<|g--c`U+xe$_DT~jt zL~b^eSbWPktzcu^N~iIdCwMBX_w_=$`CiL0o01nv;b`DS3S@(iEWf!(mODLf-feFr zj*l-w8&!vwRTo`ULkX7}5C39Lk!9EagG9{sC(#kGr6A$FHSj&C#+^-115}JhlUbdK zZmW)$K%o~C#4QqflaJ$qFkyu>;#MiXbSm!@ElgXIZPB0Vs_EM&e zZvQ-H@-&SiC0qVc^PSY}LmuQ0MuC+2q$J5u*XWbwH}{4L?hHY~^#9NnzX4#?#bONm z=?Gr;3`J%sRhcsBe#IcO2O4dviI)m5;MjtzDL^{*kYav90FrfS+2wPy2h3D;j)e9{ zp$>e1ap=@i52ivtT(rhzoVHPhY&@Y={KEpd4#I8J@~y@IGpjEQ zTE%jmiJ{c|ig~{`b(I_g;1{R`o2!`3^^e$_;=aVoHI08Lk2S+b zGv+8O9BMIPvz-t0M&~1PTk6S?JxQOSe^q+@iNA4rlLxa@^t2D(-Of0xwuCPdX&!%w##- zz~A1X?F?z*ER8896SqiU5mPMJUI+EmV{J_8_#VMlVY_A~Ecf+;8VdjqW_suSt_4E+ zvyA{F=+I;;Zpkm~tGPf;AoeeLnz1>lJ|xv_hTxyMj6lObumba>&gRC5 z!wLd+>&n&*DgV8Or)Ra#Nn4z`JX8=1Ci)N)jBwxOJ|So37ENf4sv(llOYfow8;!nY ztMmNS^?5fi2Fme_9J7Li@KwyGv1wFa$od=oq^oXDP>qC-AMS_B;Y9nx3xjwCXgHIo z38kFou}^ZOh&g5~^65T(fHBbhM5*SGlND{ve^AGf%MD1q8~qjH+53LZ!;bR;jZ~PK z8c%>v>gg@qQ&CR|f6jU|PD-v>HDiK6q*Xh_iH{T$-s0Js+fRI6*&JS@?GB_ZShjkm zYEX{jdm}k^{y;uT^$Fm5*Cjs96=Ir?Tc^}L*A*(J1{HgziX%;QX#Q$9zO4S}-4FXO z_X`Alpa|3&F-e(NGqO<&sI7R&a9ZQpFs15AF!wthKScfT8ExA(Mb0;EZEA8g;1?O4 zcym5gp#X*a$oy-7R-mpBmRz1gS=7?#*C8V@3cnC#-)!U^OJdAC*tUfO6&BrYPJejt z>T}`5Q(stTJy2hAiYVkJ;u|y=j)avv)?vvxq^|kGet_p{ZRmaUjfvxbG1;&5IM1bT z_rgubSye#01LC@_;#kwSLQbcPS4YyW9Cakg{k{!6;+onV1tFd2Uz%+>=@jD^Y5WT} zMbRTBPLKY_WTTQQVI)2QsBNob({;hw9;Eaum2!W=b}l^W~Py3jD%Yv)w-J9cU0gKQmq zd64Q!*{C9%u0!s&_U+cDZSJgxN-gJkne7KpK}^Zw6S-NrWAn7P-~OHIqlFp8(LBz2 zRFqyPbqk2IwLqo(-pT)zrTB?0zLjjy`!}rGj11U;2n)}cH!QqUw0u7z1?b0hVf%uJ zzAuZ|Mb33WpZ($7mLH(z85O9h>W%wZ!|~-EWa^`bqz%{BSOzbV4U3nOsc(Ssw_gYc zCi>sv;7&r&4<^-oi3+9-(0k7r%0wH?03#vo=@)2m7oEFS3r5QDy^Kxxs3+YNq4@9C z!N_CWB3Z-~pWt5BJ1AdtJ%(-*8Y8VS`<2FeS7GGs;H^?B7Wr!-Ec>snf*%5B)$F#T z+=UR*Ph@+qE$UfX7HdjQGfC$53it6NC38}84nK7e)JdNvJTG_BIsdT~2bmXYC>C~w-6e}XEh&;Z2fniJoV8y$XT<45 zSIheMZDMQulbNjsM6Y#2us>wLb;9D|n8{BMUqb4E9|EKuy!_HUJ>8@3*F;Lb!_KG8 z6=h%snY)-N5Pwb$Wkj`J5n376%`?+G)pqU`kXl9KIg)S#n)*#7Ubps1P!S*zS`qR~ zQWInpuPaaph?2>Ekpv2HM$K8*8+KV*58+DSaHMTY5T#oUeB-Z^I=?P{5wg;VvOVUO z>3EeIV16|XNy5%a+ggEo0QEq9xtdZuj0&n#QRId< zscDkKp(b8aRqY75E@N+`feFbMl*?fh>@z`&CXS8tLUl=XP4gScJBAJ`T30Zf59W8Y zRL=X$4h+TF<3sJ5^X%m?MDl4dNNYnLJyDlipu+EYOEYtxShl&Kx+AZ}ywI?&Xw>@$ zH;G|Vv%?XC=6{xO#5xC3mk?QNDojJczo8x#NQJw;zXs<7%C&vhbN+r?yvz*DS7(|g zG52WCPs+cvG^{REcEkaGU@|PfuV!<|(+^}%O0TFk{(}KrJ5wE7* zM8%zFaU=hZdkjyBDbt*KCx$|3-1W*nKSIR?&@EQmR%9x(HMnl!)oe7hBA+K)ed~-= zJ1zIXpj7CHPrXZgGA`?>G={7YSI|54+w3?%7ke8!E$dt$ehTWBAEnjQJ4CX{J3uv~ zw~;fjY_D`S0-<$nRU=PTwH6U=8%*Hf?vU95kX6*_gZEPmZyYLQP*H$WcIFDw*dq)% z)5FOSIbCf{qm7pd4Mezl2rCTvtfKR4DU0S}$?FhiO=9Nfzmw0!r>Ufk)SEYijM8>q z0xP5dxgRt+(n9K_jA+LEm#ZdU<__!bqzL>_7I3S{$_Ss_VhJtL(Qze~gr`4u%hUT+ zE3i2SnL#nm=GZU)J*$mJluSWRz;~dEg?34PdGQEcB?`A1-`LkR+hJ%D>9N;>fmh?v zSH60Vu3vzr8VubTq}xKu8bdKudVJJVN9$30VyYZdP|(YWSZGV-JgmK@Qh~rhqQxC7&YEsZ$*@~2mSQ%qaRm4FaRyR6oH1J_{)~5AKKpGBt3`kj<$$0~B zkV&(5jP%XBhstSlK+ohU<3?Y4)+7Zc6s+{H)YZAEAy^TD=?2*!2@S@^74E3e;w)E= z5w4Q-^LAJ;fjmtoLF`g~nkpX8S|hqvF_QOaVK_sqIr&||f)v?|SAL^FE{ImHTGs*D zIEI0T-#V8bRt)kSU#sN%={BYxD#^sGy=w8r(c)e1a{_|3EcF^reSI3~(!Yvxm5i5F zLCHifjUCa&<_9S)hIkGJ)KKJcu&^-y_|!ea^Dc#OgQCvM#<)^b7<2V96Tg4>DAj@J zb(u(wT3P4p^P@BZT{MZolfnDQ6fY=f0u^U+gBl7kI*N%!Z)V;(&lcK%%4Y4??RDiB`Owzt zgID^KO@ICSJ-^!_6XcD5ItoQ9VPB)YFC~QyO}BQLKPem)oML>f8D^4B#V zoH?;LVS;m5MNNS0kri3_mYNKJuc08$|92H%jP7vHLY0yy3Do=W)&ch4xP3X4Q1vn1 zGFEe5e$68opiEn{T?Y_|Ir0~rEr8jIVkVv8hOW1hFj={tB9aitkuWpT_fS2A-Vw%A z%4a^1ZOEkZDVc?1)E?e6qi&7wy{HrL*(U{ExY*gE#v@|no*neC1vX7B9h%Xw420_I-R5dUDibQb!?|Hz-N0ev?vbfi#FE7 zz}0=XI1{lbY zw2%22cmm!kBI<|(nYL(Q6 zR*E?RD{D4_CNLNy?B`<3$e|mWBnC1RiFF_ytDnkFHN$E?DRao!;Vo{t#H1#`S@GsMUdD*p;v*omav{2m>XUhiFka1=oUY3@MSY+^KN^Ha@Pkaia$0Y0Tf0#? zHmpTW4ATw{-c>=s7{8x^!_ieaXF~bN219vU-C1LhT1eg+OlFCn&BCMS)Crh>TJ`UA zy~V4;F)bAS7VJd};)~SQFQ02S?sj+2L2L7dWA3WezxL*!`TN26#7-3DdX8yrrsm@C z6{avxM7odjWKPMY#dm={g^1K1ht~Blaj`%^R7L1bWXb7%Eg`?Th>chio&}cSOWHwz>)kk`rB?4kCU9qnvM{a7baS_zbC}m zL}X@9SPAt)gP`(Mvdx=4&gBOD8*1yh1!JsuA$ziS&Ib}22DB+ z9At$SB@M&g=$X6d;SM)3ehs}Hn+=bqrn}oWv*>19+z_HTOEFh*vj}mfd|^817*fdL z58={>OI$1tU!gJU8Es+#|J~&GK5fkM(f6y+2b*;KgsXE3-F$u0H;1KZjH4<}gFTa` zQGL9Zi5r8;yck#Hsie92WS>AvWZ?K8ot*dEgl}%EvpJ$Jc&b0__g0!Kv8|p`pn_#o(DRUID!90eUES_{8b(464pnSmhl#;J>Om) zmaA$uZ$K#yn12z}HN}qv+$QJ8?tfYt6u^?Xb|0=t<(8KNuX3b4Y{H0I>W|V~Tf zu%!fuhE%{&TkzF&l~$Q0E9-$4{OlVhqeo6X=*J&k&oUhBug8`>KFq?*bQtYN&|gv^*emHsGdC`h%rv8H0!M-QK#krQHC(F_6TpCdcVd zsHWCz9O?VE6X0#1l>c#*YV8kU#NKw-@8KPt0~yU*X;cU+kWA_5>(UvfMcb6bpf(-> z#qa`M3!4&uGzZ;0KiE%{?t?H}w^+UNhD}i|pT^~1NW!^nowU%&&;3&GDV;E$WO2ej zIqL@JJD8l2>nDsGpra$R6q5t>$T@%MbCKMGMK%g?(Oy;^2A;AejT1fTRshNJ=iX%B z+;>Ai(j@7rbN2SFEXUDfxZdsyTU-{Yw8FGX9stFYv>si#9sdKQ*wUln*ar+bxM1bnq)un$|7XKScnB^RVQAXjj*-^L| zDLO`cx;a#}Z4H82$=b!B8KlPECtm?o;bETk_8e+#eKGlvb0OifE=Y(5aHltyF81Dg z>||MjHl$B517O2Iga5b<` zkW8E}`kaS|Sv{~~QChtF_xGS)qMnD`0{<6*Qfoxg9UKLr& zsDdtg89l%8Sz!b%>tLkF@cJRj4*rn+Z709?5s5E<1zN zIui*g3duzSYIm*)dmqGmuMS%22W|^TBe`rhH8j^GOQ9x)fFvv3nR@!&MoGeOnqrce z6XgS2t!2TdT|_DQMu`@O5$h={NmQ82Rp{dLe>fgs8e>OWgK!f#SpQkGrzR>xvgE`{ znCRR5`YDj5QEOzKJ)@d21Plm_DxO}SFpo?iM#MX3N5|C(m9$vA;x^-3 znFpF~X;`?hwkbgI)xth-musE3}3r^HerZsvQa70ih7&^NDy z(TiP~%a%rOTMF`>;mgv8NPUs~UL70m$u;VvGRV}YP9cwN5md3OGDM}7P{dfGC(FA@ z0f#?}B;OKTt>L%ANwA)}AM1P_IHPltD%v&OsSBO)ta-W(%C24@LpSQsg^I9~S#87m zmbK2okcd3xu*51>`_G_PPV>=Gj}*^DhX7EGucr6wEZbXd$mGB3!Z1i2H%0k@oh7}$ zPctBk2K9PQXVu{`_0VP3Rr>FN1>_S5m68Ms=)`MtfNs88Q#C+OXD~<6y4EyGEX+%d zK}(HDrbxZyiH)BwbY>6hPQ)};@4l_eG(|uqjoQ?MA7csc4Oq`(aAhlsH^cc9P;GTs zOm;IeeIcIPu^#-Mv38<`3~`J%Shu~)co_(NN~OD{mEVMPZM;n0yixdb6ed*~KG~yU z4afaM!+krNsKkZb_cGsoLouA_>w|vul2piC2JJC(7jTMR6^KfIs?DON(LC%yqkry5I#SvJUhvofl(C+#AbdM>Upe2V%Ps zjFWqD2A(@b>RY~xZ>W3;&T(@h+$YX5XwloZcwp)ZAzKjONu58yhRiAoatAIT-Soe+ zOa0@WYuTcORWMbbt66tcUw`8%jWC!7vssa!5mIc;?gU=s)4(7z;!$M+7BAr?u@)wA7M~(WO#VyX$M&11O zFP*gV9gif-k%TP|h|kisqqc4lwNo10{vZM%ui`p|QDj4w-Lf{C-Ms+eRa{34i!KHR z-wB5h!{H*E{X4z?{KzKp(Cim&cN3~=FQebCgJ#f+2Mc42lkFS*2^3Nj;h;Us@YILu zvnFh{<>RtJ^{X7)NYg$UkBg#xJ&bU~=48nQ)$%VW5bgwqK<=IlZ4i>5e{Yq%!oYIr zzfRoTwRVBNrqJjp@~#$4NU$Zs(;2IG?_r}wTlaIEX{|?^s^X>-m@a8KL8&ouY$F-m zv_X}H7LN8zydN$z6S;JA^f*H}Yovm8=C3}CAvz*x(q(thF9f>w)Z73`avHNAkQRo2 z)Y_?NuwkjR;S57l5_RFc)O!b|9S|LAVKX3%B(=>iS4$vGsuc%(+x&Vr&C4H(S&hk+ zUJ?`Wj+%QFfY*vq&p|2C(#-V;n`N?#F_PwFGPUyLsV4j<&0}nb$n5CLBNB3+IV`vv zaq(3O!m}ySKzrpLsI=j+AG12RK4Ca#G2VEW>)#m~PMugteE_D0^6~WXRq!r>ND`dz z@bZ1ZNseHKED3@4!tyj0M-^s))yp%!;3XLcC8XaR{tgjE_mc8H_$Z)}t|o+1mV)Ec zbW0v&z52&eXIQsBcR*0ni~FJO6?koC1vdt?Ofc0G3#;Uowk2M3mfK@pZ)60&`0_6W ze)pMEi!}yi=W2A0qDCkJViMLs&NeeOVp}P$_O|zk81X;9mTgilpnGO+AD~*UE%)?V z_UDkh%Jt~RWejJdea>vD_r4pYA)-ijdBh)5m?IbBGC&8O4})a7{2or3oRz#v#@o5T ze0-C&bJ0n9d6%(TLE5AX^UE&~8WofK8E> zM9py*zl;qgs227Dz(UMgh^9R!5vgbzRW2Fuv|SOe>{%DY=|5m|@ohTp{BaHcit|^; zD24xXswMK!Q)XBFt57iPce^P?r*{zvppJ2bt{Pq`c31D>tew|L*h;!y8&_l zV~!|lysN4jybihcgaTIC49DN7z_BJnMJuXq=4#F;jR@8zR?`RG6$M-5?y-9XDSH8N zRj)_*SQO2%}0AOedk;-0uk-me>JS*#u4+t`^wa=RvwNxMJvne z-3)3q69>j~VsG8y{}S5S9jIc4xb3PJnZA)-c8L)kX=LgZgyQ#Hg#w%0leq%uxBz$mi1iMkP!7Syiv ziF=-`@C>#7o|+k=QC#n>(3K->-q101Uq^rbS`lZzKEX{gHSb;a|VVN{7;x`ukJ= zV*D@{P|nfWeo|_BHor@L$XGP>L<;G0PX%);WxP`y3^3dqESbU3hM+v#*2Bqrk)g7Hh^n$ ztN>$#FwZANpE*{y-*|c@p{vz7ge6*WIWyK>JQjROf_3-`FVB~n#kxpZj#Q!|#B5%i zK2=0}{)BLWBu%J#0|jL=SnE8w0FJ%qBl{+{iK^v;0D%47m^>?mZ1n4Y?9f~tvcZU4 zx0`O3sX}%TVb++_OU~$&*Ip1Bz|~3c7SHATePY(_A=j8{2G}KHXh_j?cPWcnbNAcM zIwT1K<*Bv8;nwHlVoMbb7okC;8>!Az!98AO4irsepfij5xf>E7K3aVCHc>m-w~v0y zrNX|lKvz+ND3{LajfJZG%}ES1Fqe>iDwuO*c)MqcF(AXLwvKWItTOVZ@Fboze)N8Y z=~Ps+^4?w?;~EH%lIy)OE&<~KJ!%|6N!Jb30@J*7jaB|WO7BQ8q_T`Zo{1Px-l7$$ z5Sp9;YNu5*Z<`k9!A;;v0cKdi)CL7w>k!nw=fJ$ehwh;TK4ktb|8EJiE(lYBfJqJT z!!XBE_h5J&v65kDKjx;eJ8yrE{a(1(0;=UM0B$%b&tdHEH2?LHJfaQ1-s=}h6O7Vw zR-fPEFu#;zU3Ct8er-fay<)$ZE6I}pbiyosRqwa5^#@Isew9|y3&SfN2u2pf2 zwM67j3P!a24LFGLvrK1dry0UNDt6R?8_r2x6Cu1?Y=WP&itv~IspTJ}R1fr&A2_O; z0uExn+`ZaNS+ojdN;pB#F;~E3S5X!yfS~CBBH&W@l5{pO%m%}^*)gpVA4;m?$X0uJ z?xqy?D}qR4Jnv6;cExsIua(lQyXMnYgsKOD@QoPBqE7sKq!JhQ7=|7_3yZdsfj3n8 zy-3c^5A6e5mh=T6r===5r`*o&1R+02S}e$A&Yce6TGS>rPm{lLb`*hbcI$TdFJ^RM z{Aye3%}rwr*iKz6)8#((CwFd)VZ9aV!6!L{s^t^UcREF!rLi(D;^5b~0- z*XA=c>&IRlRmO7z7a%4`B&m9GenV6--?f6H{JbCtwtYjtAp}nLf%cOL{3Z~RYn^in zP|=qKsgBlkgEn(a@*)MYkOmb@7|3VQdufXRwigWhj{As8tRQ;1pG@wHEWH1)S{WIu zT+XDIQYvO2t{M5dpKJu!s8`$oBa-UxBz8;Qy}>%jd#^KlT$~tay-VMqbohQjL|A#t zK@s8YOD1Iv(gsd3FI`L?K!iK z7f<6@mWix5F?iV_6R{7OiPZ-94~`_7ibVACAk>bUE+j*?{p=nuUg%3{kTwk3V7TNC z?s(S?+A$V-G*r=Zb(EpO`+4!#DOK`hm`e-qU|(Ic&)CzOnCrhz_P0e;jpK5SNW+kqc@HR=R@f#=rfm-g{Q5GeK?D`-~SC{uZ9Og*2)(l= zB>|_#mg6(9R=^*iN9Fxa!QItuSkJvG2H0Y{p2L-r@HoP8=IxOtxyJk3M5h<7aHPEI zq9fq@z^(3sxLhqOB6;@i5ki4SQTiiq8j(gWU2XGZYR`i?ROEDM$oA<`(-RjnQbj>_%#awo8Wal$i0>gFYa-MYq3*o; zaZX7c*G@}-eb*sg|A^1ldu3*;+B_BAWQ62lES-O>(NP2r<=APC+@r^RQw5q;zFtiF zh-bOhAXi$)DqpDD-`;WIg?31RvbFYeQHO4dAR0*#%pcsE#Sj~~n9S3T*hg|e5R=3w zr+e3iW7ViffzqDO$kag%`R_cr>)n7<|3#D(sC(^3JU#%k`A#(68e_$8R2Iys&9`Y0 z>4b>r7W_*N7LT}-~uGeKr6Su+rdqDCfIha(&oE}+~Kskdf0_W370YA zZvLq)P+?^jXTErHj7`l=-baL?;uIMteL5G|Z6A?cKP+|eXFv>TCq9=o`1qm)y~J>Z z1r#)Im$Y2_b+;+9ipHzopnP>`=T+X`Y5D3Ajv^k9fn4QYp8HA6foqb-c?9o>G}Bo3 z?QdEFC`^0Hnm_zKIGr;!rLD25Ih~;%6x}X`7ZrSVd4Z2>6~}&J7a2?Ey>K7^+#XLD zhK$jkdYIn-NZS11(f3jvll)#W#VjsH75VVFfU!iT>kbjeqa~kZ>u_+_n^?xfHC(}* zvjARonkBZoC0Goa>J02}z#b}NhYmxQjX*^z1om9jN+|6r7c_L0z_{;Y9|#7&26?V)6o_O`rvAR)6i z^K+;sa;)_Yb_AEN)PVNuWgv8tkHO#BH*k;zHR+^pr(Yd~*L?O5_LeoN(tQxFD4TGH z-dr*g{a29v;Z6zR7YF5WjlywS`NvVhr7}WeQIqxSr!?1GAU!sInP z6f4(+R`a@k*wU4Pe&Pxtjh?vOo{`mJ7(n^X<)lH%1v{ml2a7)cDqo1hvP*a|$RkM* z74zD+Vp2u^^+8!HX)7J;$}AQNHxtkzZ`W6MZ=-!#iMN2H@PWj{2{!qVUZAE(tqL26 zeE>^2vbUCZr`b;yIRHP*7$@>Sy}fggEm5-X-?nYrr)}%BZQHhO+qP}nw(UNB+V1|H zxij;dd*{u2G4Dp)S37F&+7XqJ-<6fQ{#X?&KQ@rw*Y4|jy|8+{`5;0`Dja<@vHhn8 z{xo!38R>S-j;W(0x&sHG%({qa0bgX;eCb5*O2+&^GGbaZIEFlHbj+76Qc{ajkwsG( zZYrvfG5W3?V7V}Ca;AK#bflC zD>NsUt|k>%I8&jz+^cn^Zbr6jPR!GXHb&*5UM62Ach-zexaZIp^>WnF_0MoI>=~sz zBla*WM*$N>)94zl9D**P<1(QtW`Xo_cLVxG{*-Am=RfzaX!mB_`Q}!u-lRix{ zrX;0nscDi4z}c5iqTfmGgS9P@twN>M9#K`S34ckUw3OFu<5Dd47OdM1W=Q^58Ld4^xX8IFc!7>2$LzW@_lA_OolPBDg6s=nG0rsmO1udy|9 zop6V@81>GHzT+8jmgg{iMe{x%&tuzojsR1%as1Pw+NDqN4S?v9mwXKFIS``M%pQ(mndBC%Ae}B2I6@rB(7mIl=J6! z{MB)70>kQ5%sV^cHjy4Evc6`7kJJ!6mZ5pD1yTyOHM$hnr*$k^SLCVIRnW@L(KcyF-ozW)I7>4J&>0(Iyf#<FaEmcMyu82UVNg_j&(Gjx5BZx>1cma^ky-u`nZ@j zu|3FV?TQkX#)OSpWhXS;zsN0KQtsF++FO^6ap7U31mv1Dj2Q@>b{U`{(yTtgNA}ZF>u)RHTvtdK`T4n)(RbUBdhX^(=^3khK7BOiqM6fM9NmKKy zmi?D^@;mCUtJT0X@IBilCYWp}aQMuDFn@{)GrG*UNf*5&AaG6Hz-a|=k62yT(Y)!I2p8f=lx)xwq+n{lh%9Sr{1HGoG2N2C3$Asdht@!1NAdUd}o4c)fo*leC_$*CsOSknG zw;UGDGG|=16dPqGS_8Glxn6e-erWpA7$*v0j41tt zUv{;gF3fRwg#hlFl?8)ssr!!lL6W~eyrGAt7E z1b4d^DMB{kQk-{Cr40L|=0y*xB)tgymE?h*q3_4fQa?47B6VoE{v>xP-<*bfdz z_Yq$+L8+ZLVtgTOQ57vhy7?+(`6LL+TJH`SaJDPz$)fkpF_dGFxa?=CjPfoB3Zw+5 zR_tn^^c?$8+H?dHC6Vptm!3|Hv9~!k9<-5eP})w6I#-$Td!STgvVhHJ0Rf^;_1ngx zowBCsv&yKXW?b>dY82J6Cka6Hs?aN}9#{&Tu({rc76e1&3joB!Fj`OU6rLsRKkZjj zVb=oPf(oqyAip^wB1zpWCh=z3P_030-0T^!NP zb*!5Je2g7#gyG~_5DxA~pCuo9({E%&uAV#U8`0a5bl8bTbr6jT&1r}^=){f%tJLb| zNzwy+&dB<3%EoMr(Q=~BS=Qmw$r@`4MkDnk&biGh0A{S6s%BdWu@)m<+_To!qZ<>E z*y7t^!U5(T!R1xN8`wMJ z3Q*Z671|}T_)#o^?}&&9MNLP4)btg{S5r3!65(Sy1K<@yDrQQ>7fSjd=^F zR5-O6paOB*lZdJhPegcYa2&E!OZhC34~l&1jX?&v+@yG(gVF7KMEEbG>da+dA_x9< zPy_%=Q5JkOdIyN=vp)X;`*jLGgzn7(AOm-z1fu+K`fNSmKCTXP|M=$K8g@apoz9Pn zXVFs6rAn=^+<8H3Eb#jO!Q*mb(DRtDmo>{Q^P^3y}lA;QN7sS zo6`_ATd}-P;2zD3Ma82$Fb`n4w?|(%8^{82x9VjG*@=LpHYuo__EAqVs|z#R{)tOc zHQ5?vrWWiz>6jl7GgG1TMSJhGQ{3&aW4h2~>1IBFwnPpJ51@S3sV4LUF8N?<8rK|a z>Q%OZ0XExQRR2v~w==zNSYxuypS@7oh!jE;l(({q2WKaNS=efNUiy%8laC2B6ND71o_&!&SZQl2Ob4VkklR9SpG~H%*l2 z);^lR6X9`F=7LyryRSvsnW#}@p8WwoB_yZSPY{DbxxqSW>zIM7YBivi&S99K+h-Y- zr)f}A!adFiEyGyD=A@$F%Ugg947$cQ!bbdS#+4Rdqch($QKkzjhAwUyF&p6_%p-q7 z7A!WEwEy1eEvE$UNV{tqY)~!gnDuhyL0nE7LWhbMoq^(!K4d(+DhU)>A*+>VYknvM zBAQ8WA4sFl!{6`e^tjuFH{^Xsuwac-rhte_Ng6y`l*9L{**Sw3wip);hSvnG{k7Gr zCF#Imf}*behzcplz!UXZZ+Vt`c^Lq9ho~twRFh_)&qJ$EiyulnrtyqhIOl18#Fv3a z?7e74*YD_~m##g2fT5+{Ga%IT#{IFY1X`wR5E20@nGSWi=v4$@c2oiQq_OXM8%N#Squ{K56d1CWH_cD~ zbc#Y8te>!It#@okxzCUNwakm)nplHW&26mT!O(fzpch#wr#_!2aRxhj{Zr5L{$D+A ztpx!N?B@_=vqMK85s&79_}X<*7BQXJM#D^AZ#R}N1|x#T8K=LEh6FPF_cShZ)YxK4 zEM@WPBkg5pvr>ois0Pp|u_rfJ!ftgchim#?gO&SK#*%Zy=Ataa4wN>Q)~TB3&mJto z*}gT*tO7Q9b0&)EeKgb<8bl_4^PTOh%v&z*vWuuKe&MTIG&y4kkd`?E6>T#=1rCj1 zfbKpl0nik&cIN75_FTH2trpamvmxvo8iM1SOK`g}po9*RTk-`OIpA=gbq_$D(w^nG z=#s7pF?Xl@Fb~*N@@z45`=L4;dUbQ*J$2D39IB&Jn@&6p*qRqC)_-8goKRs$TM8` zWS&8z`!46IqidAA?^ke@t!&R8qWiAU9uz!WDh#uk1oMt8DR!743k~vkf1o zLI(}fs?Xl6h8AyR-39u7md4nPfW+%cAI~Z4aKC0XA43Kp^m|zS<^Hd2V-9f%W94z1 zGkCY_K1lbnIi?*A!1R*i&om!OH1OJ|OH-NloFC$_flW;+lkp7g?!V>9tyLDACCL?^>zT0aaERD?^8yg z^4Z~mrfN|4MQ!nD5u&xDDIH&axn~^fHHjpe$EER#++F%S5DYAwzto|cP5vFf#KUQ) zFj4>ndouR8iJP1LAcXJolO;60@#Li2P;EXR+U(#7YU$2Te#~QWL=2poTndt+5WHUy zZ)U7Z$D953Y{YhdJi|^CsC93F>*+41LKMWo93;Y#nZJHpf60xxsx3HWs4MLCW=W-F zOqerhW~jR6RPiwsZ}9!AEsqXQ;s7t$vnuy4J@y&#0su(Lb$ zFpvw4Ux+lRQ8NUHBCnUG2uUG^*8i?#>1h@a+M4mdM?R4y&Aqy zs#s6+|Foi zX|c9!+Fxcc`bA;=P6C35rUbtnvh>j_l3k$4uA;g8vFf=QnyuT8ec?Nxb4Cn1P5cwH z`W-piOpWOnMRMZUzf!aSU5YauH)&%k}1AkyvUmqOZUz&dU>UCaILSf**E+ zrdgRM!wr`>G2n1t!Xor~Ni3eozox}w7Nd*OAlT#rb96V4ox%x;!M%)iunEMb)N%nL z7g-N9>15Wa+E_hzZr}AcZz(a_)r>f^^CyyP01El_D)uR=aX-cf9tu2A2q4%dC{eF9 z+y;Mkp#PsWnDuEp_(rGz6lkqP1ORd}3PKBG3n$$Nt(+NA$TQsh2qwTCK4tQ~G?=ck zrqz4bLOP){mP{K&)`|o7nVK7=tKSk+iaCoXdqm`EvjQ=C%H@Mz}2(dTODdy zHwYX}T|Tuscc1nE1HV$J(%m_!aOFMhg42JQWpFYm7$sSZs%q$zo7<5k5DbAJJ}Q_{ zNeAP?uwZpMckB{?=Cwi9NgRFP$qLiNIUta%jh|r|lna>lNbXqL1UCL;=Y8`wLGTsz zBCzygJ5T$P{c=ZnjaE^lS3-wvQj#^om6fZV!4&4CB1gTA*kVpGhiA!zv7X~}GdQd= z1_p)PUv_fN(h07bmnhrxx;VoR2NDQL_EG}X&2L|;e8wbcp0nL@O@rR7JRrOA)91pA z6bOvSX@zB(L;8UojxW!%_obmWFGL_E41pdUD!)e*C#cp0hzu?sbv!_*OqG;i_{42-3`w`_M zt0!Nr&0QCWfZ#?JPktp|DjoSqGuvTJIL|u9c~GVtNB>X4wL0V9$1E^9RllI~YfhT^ zYPDWvgD2rD@Ebryv_4wJnEf2b(C=RWgNX>QZkOe~mc_+}j;hBrrJEkjFkf!=*Y1eX zkzsVQZ$GTlxa%8dolpuA4z2?8E;l&g%-`ePxC%tOCI!WQX-WwEnvfJ0Z>FKPNVIgZ z6mHhTb}(q)OwieT^ZcnOQsl@II|T}Y;2hapNtQPfn%(n@nz!Br-Mj#S89lJ# zAz1Yt7jtSTk(?6gNoZIbH2MVkdNyoI3$L>?kRf%VKFWTyuh$X5xYkXOTHWCcv$ump zoUYYl29cRsGpS8;957Pwftm}HZOFg=Wyq0PvNl3BOS0WhCj3n%!y3705-Azke{Zgt zT$^(_HfngwjD8uwQK}1v?J2gSTFrQWrl5uy6vPc%WQQ?J@EZ{1vK60+=MFv(d@PKU^Vy?w57-d#y)5G{ z9!9;LX(twacvT4SIO&NF`pVV;cVaNkXcndcA>BTC1lhap{77(*mJnQr5DZZwiwlt#>H9#(UXx;GCox9NNXr%~w~GU}kjx zop&gCmCk3poKMtI_OlX8bmo_PjriIrH9h17j=aF2B4O&Moy_*QNJvX~nvD8T^q(f7 zS~Q!+o67ofbdxzDLVt!tZ3nWhv9_$}Z-*C0e##$O^Qv$awv{+426rqggSOPA`$?k{ zK_w4bqlDTMj@Aivjb?EXLVhLl*dTHR@ngBw+H7#Bebrag7Y~X^L zRoc-j`$ET|i?8cbj(2Z2mRUes7n}1KXXKJ|LppmD9GBc28|S#VW=4L{Ig=(&+{$^(_hMlh|__q5i=Q zvghMG_O*{H&O8kWRc}tys$Ke-bLH>O9S1yNLnN$_Q^fz$E-oPGq2&g2NpTI+mM&fy6A5z$O3uUAQZnUC~rFZ;O zw7hUSR!shyQhk2K;UtEYFGe1ZGEx^Y5OC2^753GgjQy(zCr~#YcI7~B%-?bPS?=FT zS=$xQizeB)#<3{g`Ij*?$?$0FUwAg(kHji1o;WV#yjM&(nv|wOoz)DD-A%&%v*H-V zv#hq21j$i`jg-4taD|zl-$czAs@1k10*``cQ!e^IwsJFiZx~37{A>ZE2->m`_1G_0 z_(q^{mTBluT6>tYcg9U!s5hk?<^t1B=!AP>ULt6mdcT&hD#vnx%NhfMFr6;VPT&{3 z9JpwWJ~a1{TZnwRC$IL$373v=wI`*DI}hoCR}!iVI=-$~bMwc;j{slJ;MyuUwAuY; z+3Ins>baw4z>#M6BOA`3(rukHoFu1jg%<$}yFG+O6iM}S2d`u8nch$wtZ;EGs40d7 zrbw&30A0@Qm(hNXL2Ph^LfOf>X>$!x#>3JQwQi}}B-!K8>4jgZ{)$sZ@z4DcL<3~g zNsu*Q{{EBty#mXfiFM^qbGa%c%${>y2ggqe8bp1P6AU? z)(GB)#<5{sTMv#)UH3EgVY(?IEefr-&9{zdd~$Glo2?ejRMYrDD_W9O(Ku8Fz{1v# zp}il^N$R7!tg^%+PXoV3Opl%xHbIfbMvWH3>mOxEy%(qD4@F*2OF#1xFMo|mDS!T$ z7up;R>Va{!c6wG^pntw@%}y&ookhzJ3Ksyg=;10@sOO-l35!eFCRmfe9v!sn`F&^a zl@r66yZZ)=j@xAPs&*mv7?KQ37mJ)k=F+w8!?S{FUJRjwUXLi5#o{4&fLkhhjBT@y zuSJ{VN<5MdiS3ST#}-p}sTJKl7u110x}L>BkMOGZ1eH3B9zgABVMnfIu=j)n)$+K~wq?c6$+ ziS3?MbF|@;-Zv$LIOjbz%Rw3n;eJ>31&6X~8^Y|FG)K$}vNh44k(Y_;RAb~qjKJ>3hQj9!8^Pxk znr}BAE=`7!GVFBl07_P7n}E0STb5wK?=5b!Dw)z$b?J^r1c(gXK0# zj-NYCQ=jZPyH)S}ui^)++K&b9#Va-8;L;gNg1f@{f_-IgJX(Ya5vVW-D)+>mG+K{^ zs6ep;!bU`v-^>HjPdP?-dw!xmS!E_yE#x!%8HOI_Hzbz|?t%T8lSOV~Ys8B6rH<-- zTx#(7x_Owb@X1?~H|s8XzLhpzH|=u4*t;tHZXa5?nNv}Tq)RCgjl`IZSEJAD(((sR z`qirfLyPwwxP(hOLZ6bYSgchzxidbO9i2~pk2!&uZPciOP@61a;3xc*UG>?hys( zY_F&>GEFVit8n~%z2-fFt+X!Ez^T_O-*Kf|rE89>O>2M@^;){r=zvq^=u}u5f1p|* zM|x{e1>I!T)=a`@eGzv^)qo_4pY(TgDh(zf{%-JuH430vHiq zDRs{01;G1|fQMMd5E%65^m!gFYzlaa^ViZrhiq1-QqGj6pTv zY*P8jygs?K!6)Si1ff2nQ=5JaJi!6V%Q^KsC9VZXK4&il7P7^E|HNUyiGx#ZS*8Bl zgzP6r4X919;FKE{MDk1%&f>PWM+UkR+4nIeg={5fd%FqxouG~RHE+@SxZO(R2jcwbb~R3rx-K6}VeU3eDxK$E?(*)0AJ%9un1!Xw8f#AbX z)A8_5>ajD}g;fY8E3(vN!Q+<(zap!9#Toye8-R`#cOq7KQ&xN+Oq+!##N!s@xTq(r zBNo^fiw)AtpB44CJcr(`s-y)JfSGL0^4-)XK?fSQo9B$N1sVnxaKRO*FzQ-a9BKd~ z$CVyn1gt5N=V+{UN401wIYw+A0W~(?s4pZs>ns(xVi~y1PjI;B-PR2BEf85OL-oj7 z)?4`EI84Oc-RMEjvR~dyyyrE~B^z{G{2ew>?>tNo8<+2{ztZ1OwhDoo(zbj9V#YKi zgOoS!Qx$abuXF@%xnCDXul%n2qjWSRSHwYhW{Mzf_769mHK0a0rAx0ma^_pJUL)2ny=qp_!2gl4!frKBHfI3AhTU1R20AoUW@4cQLVE79p6&tZLhi7cmj^lbcJ{OZMrl+b(h8 znAENnU@HT94ok~a*$%;erv}dI6AeXRkGv>(fr^lxGo9DxX$EqvxnCL51z@l`K`R|$ z_MF7-;tnuYI;~8hUQ&@wus@RqnAnOW;cFfVAc9equYE__2ad|PH!hcKNh*L3O~7ad z^&-x7-O}(ttP&7(y^g36qa@W$bZ5oV!m}%F%cYp_mMc$w8sjhTebyic3j~J!!_z>d)fhf_s|`Tt-Ty`QuI&oNSyuN$F_To z;A;Jdp_XXrf_O}{ioZ}uZIIy9lNvqk)wCrl!(xyl!rg(Co_Z_*pa@M#AB6Icib_`^ zX#ZK(*l7J*rTbzxquL}(~DEEzP0uTaMM6&rmNO7pGSc_?MQ8^$@yha(hOvX zF6UUZYV8Z;1V7M9Bd{Vl5|3l)MeU+xmz78}eK0A%;wos&-B`PDPZ$ZPSe{J)sR4Z( zG>3-KaILhR#QI|;dHTx_;UMw^)t(SVZWo%FU#0dafhnGBhgszLrh#41|JG-ACbNdV zovZJBzl?`ZsI~%giB6LwB&Pc$Gx+9PF05jK=j+yUrfn4xusvCpM(&O?#nr+CjMo@Z z@}*f8W3%2lGf#h7IMvo(lB}m%EEP}Sb-hMw3QlWGos7MKi=>P4VuOqIQL$SXP%w#< zXvyuc2kwQk)FG4egs1+ zFu?;~N|7jmGWr=rYPs9~yAm(5J=Zd`hAudRpU@m?CSy|dcw6IEMLnBW=^M(TAz3d3 z+Sc57Inoa3Wg$|sLOsYOf11oKnJZ;0Wpt~vD^kuJ8sMjMnz|~$6*7GKIcPnNoz>B- zOh5yM|BoYcZC&vgmFA>HPOsf9w2k*c0%qb(6b^(#-YmU|!hMZnVWUC%e)_O^n{q*> zD~6=q(X1(w<_axiqB{SQWygpIQ+x=Umx3xSt30>?IG|9JwT$7sg$1G&1@ZjK z;b`pL(SXE^Mf*HlSZS&=q(Zsj-PzJc(bzJ%jy%!VfWw}_Kie%kmeRS;`B^S~+RvR=UXWwT1PD9-p zC&{#$aBf==Q_Sc@zwGdMH=2~7-L9-WZnBp#EX_>AWhC*{Wq%%-kFlbdTditGXdlIY}gRL8)&;8 z!d5bW$l_Vioa~Y6Ph!)JimASJ%6?H_KgQmds)eEhI}}E8Vmq%u%eC+cNnVkRSkOU& zx}g%l!oj6Yl&%@}x$e~>de+^kylqj+Bw#ZJG|6rH_O-xrt$kf*rLR(lKHEO;42`~q zG;nzaz`RSTcmfyDW^L+^8qUg538mikSX?L(2+7QTBuT2x#NMb>^_-lO2NQm_Mr z99PC+-%&VodY-R^R77Qi$sRgYE3)Bx@;n%2XPiv^ipp`(iCIGbssb~~=da~BP8!P@a@7A6{K6)v4u_YnNb|gar&k?BvQ4luKc=)-)(wfh((NU`Wl9W zgw&V;A+TR8qNI@NE5OTQksOugqJ@7iRj(O&CS4qPpf#0`k))F>^a$2r;g;+u7YA!i zD+Ww~C@m{Xrz6h3(QvrNLzO}?ZTd|Btk%Xjc0?itNjTgB(IFs~M>w4}^tmJ&1+buS zvLzZXuYlc924*;UXE8fZg?H)`$~7I?a?RHh@uCK^@m{?`QCiS$@Oxr-6^cIBjGGV< zyNSDY3(&#e1`=(ZYH!vp{C8cd)D*_}g}r{njp$lCCcr{j6-LLF>Mrt1PF>?jwXCmH zfp0$h;OLl~Y`MwJOhjcl3y#-OEf`^<>k`Ooh-asP<`^aX%qH{~@mcTeaQQ?7`_V~c z0lJnp@i-n434Ms122C~n(T5}!1GsIWRcX)MA-X>u1M?skTYw?~yfc4=!$A1J_>Z0G zC2pUf7D^}X8y#KR(qPp2H_Rms+RsfD6WKmztl+8YuZ7q5l-VowOAt_4t-mWUpehSCNYu2C4Y%&63FkROiUO|=Ql0ZTcLSe6l6 z)K990rW_1-YdfT9#T~EP->f74p{gIlRh~!-BBIf6NzS;3RyXE$=4)EkRf0V2T8i;4 z%eg;pTv|H#Kzs^iB@d-Ww+x68W)PP216+@l^Ur?^$&gm~`*|EgAYo*zc|h{Blsi^V z=ZnbVrOJy3M0sDyAKssekXr&Amba$ikbpPMt^#uQ(KJ{|Vzt(*3Q? zJit+QxX)2-$4LPumrE`k@Pv@C39KkA>H}2 zBkID>iDt+fVmOApXpoLRrZ2Hc>-Ecd5dU)03^P`?M-TmoMJ(MugCh&x{#-)yi^7rAMq3NdU4u z=kc?~)Zn&r19CtIJ$5T7@=V-LX&gMic&y^uUM@`{|77hAo41p3Mn+2jHk5!bjHvA) z7$HF(vJ6MP=2|EM{kKH=4NfGG$1+!mua0FV7Gk0w{-NTaS3{$l=PEiMoY2Fc1!0)u zFHDHhpJ!_@x?aqJnnLEq53VNDSdd1{*mXJ=$o7DDyBcRgNUXJn*vei?eYiHy+Ujuj z(52M_bsBsN%Vlos9(#j7%77jwINqergo3oHCU@MPMYWEkjMt1_hCY*#z?$7!e*bDu z8SMcn<|+OV$^EnIreSU#c`=c_yTY-uk~tleUlS1^j`k{v&QLkGs0rdD?5BF3MaO(s@^kCyDVw)LF7>y(w9tPn@91l!Rw zG%|H~YkPW^!9D~Kn~2zME{Sc=(lrCX6n9WQc)mi}Euk<&c2`-Boh>ZP> z4L!^sRRNljZ7UnWj}L;dyJFULe7Ggay{raZHJb)8*twnBBY?;^Qv+g1VZcFI!81=V zdjejD}FzCO1Q8F2w~;8Jp;gyk?)&qAl1KXyUUAGxdD34c!bKK zs_FPpgxhK6_z-Tk0*>8c2?7r^lmj}q;|9=C`85pJtNv+iKt2h^F+hD%KQAhB{-g1? zJOj(Nae;5rV94&=tu@KaD6sX5@1#CBhfi8h+v03s^ts0wN_L%(UaRYQ0lL&o*gG>h zWgKaX(zB=X1g_Ch)MyP8HV4{k#o+e%{^T_&c4vnsTTa4kY~nP8tL`Di5c!|ZlKM#G zOISa2U^Qfw=5#T_jm+I62xFN*3m~X8^v`%s;CpN(s)=ffmHe;->5DO3&?VK|6M3)S zcJTBQt1%M?G$)$doTOMB+St+w0rN=5uG=3r>d`#T)#DR-i5A~w>6wf#0~j=dAKn>& z%OUv{Zsyy7MNo#VRH-bpWr!9vP8e2GV{0yD%nVY{!pQM3)Ta45K~VcyM8({$JgUA( zeq87}CU$pLdX9&%H3^2>6zAm6{Ukg^qT22Q!&w?7ZWPCjjj@oJQ8e2Q+i4Js@VL34 zPYcD)kU&<(>q65SHT#0Mu+|I21b&eUkCN8&*3PR(&HDB30R>o_;4gTh9q=YOu1S{k zVb#|blfBzikZXD$pVoHlC9HIIf30OF8{@m5gzA(fb=a0I$tW8|?zTd8x9Lpd=-lfCN2 zL#~EP+8Cn7lr)j|vUED~eS)`sJ0yW7pLx9fnf30Fx=+NA?b$wqA0>Ig+<8u{&FW8= zg4@<#5At6!agZ{|zjY{rj(OuJjpcsx+ki_3hSpWf{X(!^Ivp+8PQcfC*16OPqV^BI zmQIk4RK_b1h<@H($rl1piEjtykAfK8X(`&Yo?{8H-UVzBnzbH-wk{%2NC%pov5c|c ziFa(A3eM6!I*I0?O*I1ypCNb}lw34%3u@ZEEZ98yAw$0@M#IX9EdC&%YIpzXV1sv^ z`R?jU1`hA-UGn=hYC`EU{QHGg%@x$$op?v+vFBhfdtcb*jXiLdV|={Y!^-85D#&xa z2Eckp#9!X6ykV|vO3+`2Sq?yV#D8iZx7jYEd@>)qP@ynMjE(8YfPF6fa{&TfH0o)s z7N7T$$cCX1T*(85EzA#~!R1X`B~N++m4U{Dn8WdKw~*ym=kZ%KkbNa3ZcL}!%_-fl zvzQY~qz$nvk_ijF&>sx+m}I`PZ7p|`C$lot+#^;wu9mpJig+E%=7h3dUWEiUe{CyP zPh}n84QiTIG_WGMkW@<&mmww(5M>m1lUX&+Uy&1LE_7v+-HVF(tI)TeFO(}*VbGBy zDMrxvS~yNR52clIg+sN@eDIUt&_)Yt%vvW{5p}XXNoaluyh@8NX${#W@tQR{8xPA1 zS#plGNJmiJjN4>5#U#hPyhl@MMr+rU10;!V*xJsCY0XV{gIBG{`m}9UrbQ*d$ z3P3_Zk)jqq9)BsyjiI-9gYg@ljeF>scDs;dNG(UL1CW>av#_eL7rpegHMXT->)V|8 zW4t`C?j9PGFp6W;uwvMtkV3eBOHGu#QWhQLER#EOX{PQiojjPdh3bbY_gckn>ImAr z^W&kW3s5;&decbIjpO8S#VT{tMV3178zGe;@K+JcZ#sTqN?3@xr(Rq|m@UGer0|B| zRNS4ygWT!WGW5&j<^x74V4MRNUo}#8Yd5fJ{Nzx!8ErUrE1G+5vF6V$l4CcH>7Ud1 zU-bkg38p=p!c|WeQgV`jKq$a}!9@f72QKS(U}t7$`%gapO3!ZVP-Im86NkUkv;XcU&wuv6?c?7S^LLi^KgRu6 zO;X~|10D$P9T>J|k_3uZXfATsi` zzh-aY`g|VazZ^Gy?tjL{lzu>pO5UH5RvkL{`vR+0sYu8hyVZp literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif b/tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif new file mode 100644 index 0000000000000000000000000000000000000000..a384ba122c25869de7180bb027732c4d9932fb32 GIT binary patch literal 29240 zcmZs?bBt#}*RK6*+qP{_+qP}nwr$%sr)^E!_Oxx|%=4c2e0l!(cCvC`S#?)-RV9_Z zQk5+!NezGm004*p01yZO=pT9f3!wjE;Q!@+4gkpivceDm0RF%HpFT)Hpa9T+y7Mp4 z{wt6EzfAlukMX~rnSYG?Umo87V&(s0_+VH7$UpD(zX%F}1%Urk@P99>4+jAd{$uuk z+!ziF!2ic?{~5%;=ZxUL;@^N%{^fm%001*V06^aG|9SubQi1KVlYz&70paa1FEiDirjsyVvANBAD z{U4OH|+re>D zEg1$*yTU;Bz27Yj`-q|wtZlOmq2?RDD)ytk0yLr_zUs({DQ>gvwLzjXNVSP|`qZ zM~Znup1F#|sF#T%`dWuv#O;o>-*5v-laHZ+9=|bcHk?iap^CTLjf%JPCs^U{XYtIa zi&MSse9kA(&7*j%-Re?l?MS1d(i#l-haDvlo<&yiwb<7`()qj!|ALYYO23qPlysAq zoNTG#CK2mVzSroY5m+lLkLv}$)~OcZNAe^sad(J|-F&{aq;=<$9fveUm{nloDAdUQ zwKl*I63wrL$7_o!HHvbl^}4)YYF}QiW`bWP)Y`{)=V5fbhHjDvg3zz!c$dyV=$Ey6 zIZxM{G<)`iYo^7*m@~5EH}8uoj~QK>60H+?z$jOWT~s#eM=dnc>^utTLh+($>DuzF z8hPAuBNrm6f(oqMOtBooJRx#_rac1p-|Tf$FX4L1#%(r*YGktFV+K2mp66A#Ux>d^ zFSd`DMJs3o@Ovhtz=WG>2>wbWZ>rpXv)anP$KTN4D@o9%rZ@^tDPyIEZ zI@FZ^V?ino5hfR`m?A9avPgqgPOt-2S|ft$;#nHZAGyT-XQ3+3+a@$COb)Bnqi7U@ z91=Vb$J_ZwckGuie7a$Qyl;ZDY)z|hBDu>KBT&3zGtMF<5j4M|SLi77@G-Lp$(I>- zJOr?7i-OLW{&)-shn4SF)FZg4$R8?fd7R!iCs~kM`E9fHLiq@MF5VVgr!kzx=DX@0 zBP-k1*BsYcdQ7&hMH`jMEjJrcV19%Z;d9;Ht(Y{Orj$@_Sgj9vi$s!j#FA!`HR|0b z@h|VDhbIlRDhH#6ZBOD!b|+$+I)Y`f6MT8>SlmT$tQ0aa72wno!fJY{S=+e6g{Sad z1?U#zN}HD*wnF4!%E*0g96Xuu%4B&J@n4vpIHfi!AS)k`NqKT>1sMTSyC(&&hQ`}L zRL8QpIMho`;T*59zS}ee$EfbBLJ4aFpqC3 zu4|KOeP9B~v(~t{WzJ9Jr!GDw*<76xmwu{IIEN|7%8w zr_z!rwJtwmYq97nFPvFc(bCXjnh+yhb{vqpXhZG+IzB7u*<2dM0ODC{dM3M`uI>V0 z;Y^c6GS8OJ#2>Aoq^AKhRc%K^o`>k>RaT<7B2T1hMo=nyic9!-N)wEV!~ed%SH{gh zUD-KOd|F@$XRz9AgjqH9_tv`9pbg@?y05BK35_#WjR&C;Ke59Etdpk*1QL~(N;ZD2PnRmU(t|9kd6-y5^ubg&vNS5!fX zi_zSbSsDZT+x(##J2qvUbnb@lqb_TXu$sruioxT>$Je>I5uoX3vLua)UvyXs!>$_A z%qe1$o4?3bY2kaXl&yVIKgD8hS1)@KtCJeT$+F@%`jZhYQpwa=rju>jXWeK$g1_-w z$Dv#N!W~uK&#beC!WE7`bQqaMP{HB8tq+8OrR}EYrH#!WcQ9BwyA-$1U7OPoG+hB| z?&jisXlStD*av74CJA+bBDFoVC-*mn@NEw(5vfZ;Q>^Q4 zES#k7Uqnaq>mTxJJHwg!;A@*7k41gpjG0oqZq?Tx|v zFh*2-Oy@^4{v!x0{)a>X@@_ze26`yI0o*?gV#yjQ zv|w0)pxf*?iJmSgftIADFhi`w1=77cGKEMh5LAF^jx7<^dZR|`jg(MiAV`^^L>6?L zq;UQw1-3m4`Id%d#GX=}tMq$bx+6gs^EqU>5eKrIv<@L->Pl(k8WF(g7eUkW zS$_-5!U;rTMB*e~@JbK3Y4% z0!b&Pgh3U_4d-y>R~6I(e1Rik43UD8d~l9ftx%Gp6x^a!tJn?LVLDki_HOjSYs z?&m=>n_@odTFBPH{Z#7yiZ7z`>+ed$B)wFukyaGZ^WWc?0qwai^|Xn{?IsGULS3rx zjJL+T$JdPsssdA$U?EQ!_;@DSHxVxd>4;tR!_EoX&c2ijy2#m$$d(sHna^;2_}R#5 zK1KCD+`BQ|Jd5N@+)W_%LgUTYd$Sx*934M3ox>&Vs1C^Pq@~yPkM0*Q@_WC1u_5aM zX+H7`&|XtettR&!0VGU7Oi>p&vT6O#*JIpa;-GBqJ>*?-9i4}xXRy$720m;nEqG>| z%t&kId5?-12S(OH6j$huO*Ha-*!N7vV)rfGQSgTZ4vD8VWH;>6rTn(dC_C~p6G(V2 z_-2Z=kqzyNkl_IRB->z$cLrF7@K$+6YWXv#0?`4Y#WtcqE%a~=SR#7{2qIJE2vhSa zc{sNWpOO$5p>KAiSZ(QpAn^A-o!Nk_D_)S4c~)x`B(M?LP?~5HwUR79{g*2%oYK-) zHMK!H>aD7wxIoIM@CA=N1kq;)^VEU>gd**J8o25J2*@9W^N_#brh;YljcJ>woTtx&If2!9UDYEl>1 z-4)1u(~R=y-grs5aWvh~e7%az%!6G|=W%BO?>6*FQzRg7xA~i<(PzfPNy~_Ug-m=h z1LU$C-&S~4#3I^R(+kX?W(|bFx5zG`*I9RnmZ zdtbJwZGrL|TBm#2LDw!CaMD)A=q5gQ(uL5AuQ%CSaKe~eGmnB7_#5R`l;Bc&beAW# zAeSO64ed~p!k-s;Wj3#HRz#$I?4_Y!3h#U<8!>!bY@wSg?)sjey6<)6tBu_m%33mM zoGVGWP@KdMPWOmXt6rC!%uBes&xSC%xQM5OqI`@yIIkEgo)9z(VTq1v+fluL5%oC5 zk*A}-pEl~ZMo4_n2Zy$-O-{NN3afgR^7|)pQWA{NbbW}gRiJtb8)0C}IV`wOEgiii zF5LaB?r3wiSzgsTiJ!bFL(_m0C;Xw4wiuJ?5LL_B+Zb+T1+Sc;yePi zUl1_qYj`zFQVS`F&ALT;htDyPQ@W~IF6-HBqZ_#VK%C+bGP^@nm)3q?Gk&k9kQTLm zk#|1Eg;TA`K}01+T}A{07Zk$0Bj4Sxl2R0lpV6}%M65o(Qlx2^bJRfv*!@9PP{kch z3Mal3x~-enbs!y{-`>#wy}-M2X!HqO{Cud-u5vjbD)7@ziYvkjAmE++eI70MuL9KE zzKT8({HDpOH_3G1|He>kX*DF{OqitzCiW0pfH6Ff`tn%}l;u+MXd1z*C zFIwRCu(&UDIgFSMLb=|w)@d4*!qQ71v0rl%-+)wjGFM|G5SsJaJ_3uaj3Y|pvYzge zVIH_>_-ByYtM?blUrb#NtO=2+`*H3-TX#gi`ULM4C~6n`F1uhR~};`i6-cqltkc7lE=z47_oIP%=5Fx01X`G^M>V;p~8IRS|#gNu=7O zM|aX|v4?#M^^5@*$1Rv94VQ-5MzVHWg1zb{?QhYftnpps85vU!5!`7pczjIOM?+1o zb?Owf^vIY&eX=M?&?jpuNER*i%+wd5%XU|5;EJV;clMuS^9J3~)SHuGe8Z8t%x0BH z3Qh7;nLa?Utf*35xRba?@m<7k*0bN>#a229w}jpKs0^Tvnr#uYXGzoinc`|RG&+zf zd(I;Bq;PnB6YBohn_X%Wr$xf;ahZ$(E0*!!GW9vv%o#_Fa>1b-9T%SGtG5K09hlEn&o?B|7o)r-9lLYNkAL9Q$(@vFi#acv`uh$z=U8 zT)`BKXT<=O4nb+I16WZt*y)sJ_8}CS=xU>5{N55Wr|uFL{wQ7&@$2Dqt)UK8KGe0( zCUS(?wi-BC-30SaMMVaes3Jw&o1cl+QsDMN&9!nH z;t@v3kZ-xaA=~(?;tkVEjv0Hbe;-;Rxi>5d+W3Z+z6Ns(&)dM zkbnFrk3ZMdx-&>%d^(HYF{gOZfm&~5i_`nLrnt!@gB1)B*xf@(kiDe>yi7VKTNQak z3K}zmio+cu*N86J-n$%~#9l~DT!4KIKPz;NpDA6>cIk2pGW5i^!ur-bXi_DgLv)-cW;|6X?!`&E z8YF{J%=s2}QGr*TtZcq;=?0Yz`%KvRfS(j#2`5Pw~KPE?r$`j;-Uw1q)d+UDPLEhyHwE_;=L zB%ly-#;$H$I+5BaQuxSfcF86rwCOwKa!reU5)}~22*lLZPKKkVkifm3R#%bf*n^Sf z*3Hv$x;Z@@${0{2zi0@Fu6yUgRA%Q$(%+(M2vXOT9!o)qVtcLYUj7#!zSx)m7hdA= zdICZ})F(^Z+%>e;KkO75+kE=u!3h!r2-=mA)X)(9Le=C#o6aAvW~@3JjRrd z*F0WhpFZ;=(XSwpY6V$Y3c+&MH}qQ?N(zwP z)Ba5IQnflvhM{7m%A6B%F=%L8X9rn4QhwT7_FJ8YIlt!Ydgxf*BSgoP`>3Tf4X`pAxu&nMG zN_Iqjg2IOq7E{2vWi`uJUGpdD9(8+hXY>3S9Dn)B&`Rpirci$EJ0Uf?s6EpZb;L|* zeBiflLZ$*O$CFOTxhIO-8fgs?mJQAf zuCgWmx?*~HztP6$AA~?k^;CNXr8V?vPpTR$$aMb+4&_5VT+v=R^@wJ0&P;8dFmQfJ zgQU4O89zVbADWn)fl`brr5TW^a7c24#i5#3;Lj~Ksc0@y@c{7f&KKYiMBMH_FSoB= z6ucJ2Lg5n;4Op!h1Fcfes*3B@G}PC^BbJSNtxNcur%MYhun(xkH5RADP!HYmUEJI6 zJ-P0m&-*p3IGO3~2ECw+q|o#yXs7b^t^GmY@HGnSXDAXb9M_CX-ngo_Me=OH>CO?A z0n8c3=k1>DErj>{O;@cf<*Ieg?8BSx{ClAMAo5gQ`4gNn#Uuuk3H>{&E^T$| zD0vwvviWOw$d%LPBqw>Xt3ryE0<4E#RW(%Su|pZOwt3n?0kS-+C)TTPR4$coEbwXiwwb4E^uxk)A9YtLt2b2U`n<(#TbZ)IAQ&%}3(|*qD1u|TP^5k5bEI;?jI>vYlc5Q_p zcA3FrBLTZ)l$g;uAFnTDWw;+iVmlLa)H7@AoY%gxrAJ(M-h2A$0EU^}3E7Y@M;j`_ z>X+!n>1Kz5-2EyK=epo^YV6t6P>e-ZJEF%IewGQx#}ti8NI^eEcTTr3?`6Dw7JL;yfc7jr+*PWGhqq4}CN&!;2A><-8cw*% zmC_l!prve%2mK52P&HDc=lsFQQMT4#C4m3@wr6&5cFy0c#023j_~)ncTSR*JRKive z{S26B;_c0WCxqioHZ~rth&Tf=>bT~EiiG8n!+V9bOESlJQad0fgHUYGaPTuIi3Dp<6e~(@S1=4|vhFPCXDE*L#^vX+4cco;z7r7-_oBR`)I_>ZIiodRO^)+Q$ zR~acsw53vcIJ{5X08CIl{Val0hV{eY3N=s+PA93p($vv@FOUXHQw+EscMeO8fk$4im8p-jz zfHCVDx7ej$-_=0;C}O+TElk4}9h$>3uCBU}W`~%KeNQhzYfv}xglCE{E}w7I-I>23 zBU3IXr9R|W85QrQ92)TmZAK5-j&;7hGkRd;h4?N&~3K`MM;VnB??vBFmpN>%C%Uz%P;+bzAJX###wCj zn(kcEC}5Qef&{JYqj`O`w}wy;HS898n-CUhb_(mEYU7|zKMu7a0q)I5lOVb1)5e%bxR&?dXd)0}Lr&+XNQx;*w^@G`WJ@smd+0G=E`ch-L(We1 z>EA7PDIv|oc(u6{0iG9VSU=+zzH(q7-u>cmq)Uoyrl!cWG;=)R+WaXbEkjr! z0?3KxNkBt0Hz@SZ{LnW`x>HmI-NM+ghBBe!J2Qq~C?xex;}5 zelUIDV;ZBL@?%1Nz2VeN8^E1eC%=a7xAbV(utXeJseAu{GuUAi zaow!_@Fntt=LRUQhsNhJSTbonD9|t0XFsafyo?CM@6g+aQSe`qlOz?)-FI?XOBPuTi*`u^Rxe3FE?UW39E^L?00y{zizOUIjoX@uAsg@l3daW(+V{CbDyF3~ zyz=6t1Z6n9;#7LQ$L)zghQC=rO5Z0v2)AbU?%8C6jO@3^mOD6BDAr%V>kJ_VUSeRxuB@YlWx=FY%hSL(0i;*67>j`&TCU{H ze{Q8SY)~Funie6ior_U1ThkpB*B~UjBAQkP#u!gZ_GYmuW)_Et=Azr_9+<^fGYSEV z(_t4(H4A5?!=9|i&fRp}D6m05z?KMDLy1g)^tS%pw}evX8%=1etO~t69-H96$5?+b zxQUI^Jjm11T$t0_*K;``YeKJUhHO%Qwitzil}f|dm73UD7Oh^6f+dk-`(gcdqCOcr zfm5g3p{?5+ZY$eew;Ao$s!MAKO>g`-=}U1%%fo_YBYS#SZ4;Omk+P3|*^>-y%@6cV z#dx_37t0-ZWE2=sQT5<`(e;>xrv-Y9*0Bg#Ya}SWa3p*t*DlQKb-oamhe8 z{_2~#a8sF@A@r64ki^5v#cih&ue=MHHHWaeZno9lA3m~aVq!M$K}l;QT=10gWb3^< z4+{2^-5N_U+TRiywaUj?DOG4`bgKlsZg9_B)0z}TY*veo$0QWZG*)=;qB92)5N=&D zFE%$y|avIfGWHO7O-R8%vg|8Bv>EPa7J((jN`P6?8yrfwOj!H zNYTCZcUwd0tBz`+x*r6>cvwkVa_36n!=K}G5kgy=DPDq_ZD58-FINCsjt61IP$RUg z2XnoT?h2DaUObn!K%lGh*nCF{SW}u0B6jsMbAa?t-FtmJwXUdje*sGROgzL@(bfDb zH*Mr=^nP0$B#TL%==AlHAZF&sbG2TD*f%S;y)bpTgGO3o`q zxws0^VSlN{o5l8cKiKK^=a_JR{Kw2>=I3wHE=?j%CL*mVmOD1X^6=YFju8gbi}-1( z25&7b7U#DV6y~ynurB@kB11j_?5PjNvu%=Q5KTp`(!CF$=``Lu)b-X7rpT9kz!Rkn zSxr^~wfGRYx&xNWkq4Dpa~6p|{7#_KTW%5j7!pQ$+SotsD#y=!X}_@2h!1V+Q@%8< zR`A0Fjqbd7zyagv0%FK|M7UE(G{?d~Lq2Jai)^%l6|(aJj6D+ULv=Itw2JNY@lV;M z&?GZ!ty;uAhU*&C)~>(VNgj0j<+UD9@4+kIa`iFgx&;sOb3>EANL1G+U$E#s1l1ks3I+Y-JP4Ah=L399FjgadA>ij)J`uL z4IbdbXc}Tvb_{kY5rWNh^Cc|orz9J*57ertb*^=ygiEkCNwS}hWjj8r zu&kXMZ3|7;D*Hk!RaEBYxA_~O-XHl6Apv3jNwBaxh^QNptIf?ZcC!3P$Ik8I%*5qI zv!a%?=qTo9bpnP)Ad43qDmGQNenbrFclI_NMO8=>+I9$riLMEL(~3$O4EbhhFSJ*4 zs~lSAIx_8#oqjQ3#DXuk*UJIa(bwTf=N#ciX^J0q?x+sp(F%x#_K9k?+rh=^EpH5# z5!FrbQyPM*URf4>yx}=J`f_|Hx{_UWP{<{KyO*=&vHfoa0Zc6)(~+6o9|N7@ngI6r z&HgE#Xu}vYB-C)Nr;%T_3jWo^Mw>iIMPEyVJb231pzG|AyqHqMOEAf~Fc-OgPpm;0 ze6a;u8KnC+B`7pfBK#Asmaj^S$Q$$sV{*dgoTIq4jj8$3vWW0p)^(2hR=!^PU za*@n0W6>Q*={b%@2F?X2;9zUrW@S}Va#(7xKrLUWcj9l7$rBByWrvXNeUc2Tgx|pB zk9SXX<~|!jcKU4~1^e}f@)I4ky5hyeRA;&J5nenc1bz@5Wrs}&wz00on@}u$Ll&YE z;97@zOR;e&ZLcnc_7RheNi zZJcgQe>XjDjN`X>%Pl&G>`{GBrBakJ2*u-X5&6_<7#t&P87W@W3uq6Z}HF~PL++J-c?{X3Be z3IYsQA74I0yi9|bO7y$By69%B$iZD)cRK zKb`=a&fXfqsZq;T%8!N(7}L(vCNT1rWWf2#!F6^bMH3x4tT;~8mrBXfV-v{M$Et@p zuLdE0QDEnhuPM2z5jO>^6vb2P!!g14-}7JZLd$fLKW$V>b)}0+iTBKjY1RZ7I{&Eu zYKt4v&&rF91Pw>y-8oA$xi@`2vQq3|241B)0};LO*$CD=-JearR`IA0P8F8`f`Dd5#e(-aQ7q_^nqX@6j2D+#pJJH&#yCi3H}O8Oe> z7yi)LiAp3YQfRcLXznur-hkFBr--~Yi@2&!N81dI40Sx|G`viOM8C!K?Ec-G8T@yq zF_sPcfcx6EaS>8@y|vN(V`xXk4SCcDQ+gQpVeqsiTX!89H)b|pQX=lhy+6I@gc8xX zXE^r_cK_OsY$#tjQs2|n!LYY`0ht4y<`3vJGF3c2P4lC8Y0%PP&|W->vGJY6mP62C zRsxIM;oujfwJDt_3!2QK5$syzesgs)F0yOV4((h~u`0u>#Yj8#2PnRDC}}`C+LDXr zzB|HFzE28VT6>`A_#!dE1UxnnFfU%t9TFnP7mE>I-)TDhEqMF#dw~J|IyiIxsfT!{ z+r7~~tb)tY{f7@eJB(ue;CYW z2*+;3eDPxi5%XcFqgrBVf7OXp&l8)c4ME%d!6;4$U#Mo-xE2tjPgs zqH80<^!q(<=OW0)Lq?HAxmo&5>l3cvvR`_jb#TmKygzUExvxyS@gy~fBenAp3`nmf zY;}rn$lADk1VRK2L|&narNU{xO>SGhz5s`*x!}>#bYfuqkm3j?hDO=K-M+4UCd(a` zZqaSskgBg4Nc8T3EtI0dp-fyF|qd_j}^ZGG@Ttb%5rS6Y%q&;Y_xBwDK+sk^1Y~g+@UK5dv0hOzSutv(ttpvTR zT;(OW2)xz-Oa`-LY%uj`(FC#8sp7udJYOBK)A-YxvlFTL%F2v$+FYoE>(dJMfs~3U zFs~9?Wz16yD`clluPmgL6+RU*#vQhubwxHb-aeUo2X5G=7X{5yOZZjZvC zKr5Q#x#9z#h*p@_fLMMHtVd$O#|PuLTg1h;R5Jk>ESInvKJTn{tfdjFVq*~+5S;O< z9O)%Rn2O|bm*GTy_eXkw_h19R(l>NsjMGNIb*RISK~4pwE?xC@Qz)o|d~+YFbjQ#l z8;k3tHMnwxf;^pAZ_vo-1Z^s;_h9bsU+|s+ILoJR3_a$&DdyTE&@`ztukPRLMl1!Z zQtR8doy)<`QHv6lFoPv~f(0O^OhSeo5y9hPZs_`UIKYyt!PR3!TV1;efA>bnLney| z-Sh&6gZyv?Mz_MrZ9S2`W@pd&hCC_ptKGjzQ+X^% z1lZQ#fZ7+!4!kPF!=KCAsp2$Ap!%Lblo6EJmHB1Y*gIwW1lcC_z5z6;^JsJ--CxvG zpxX}>Ev$aQ7+RVFv1EG)kN>I{a&vYVC%NjH(4>?YhlY_Yz0{B-x|&rcy>&!>M6Ge} zVAA6&EOi6K;p0}Y7Aplj`>-EheuNmo6`88JRO|SOeEzlaC$WhH=lJ=1$;!*kA9g^( z>PKDSUx9RT`Cr%@eDS{TiI|6pnM&>uOYv1aO4^j6 z9rOth$6JBIjm{=nO-3RRz{ltDQyognvZFf3RX3lBFmks;ry#>>_zl5G9iz2&-ZHJD zKM6~awfaGQ0W~7zNFDcZ1LG=O)9lDnQpxq55?cG&gS+9Y3=+u9>UB7|Ju~%a1{D^a zkg!yznr?N-Z{G|KMb3o4B?jzsCxw7d+t=NFiCfEKA!x>I_>WmoLkXA?o!(k*jM}G; z3Wm8M9U-tP1N!8HJ3Y#=V7S_C{wb8E*~#3Y6pz)<1uztIb(Q(4pC89KD*^#2`}eUf z(0GXVDo1EaLv9slh1VsP&5r+mS5Vxudt(~z`hqM?Ao!yfiD$ z8<}J-^j^xeIcyjQAi0V$AynAm`PK%#DfX5gBVI+#BmN}4`ghF0%3~JG+D)(fRV%K) z^12o4czve7$ZYKlw!K@PMF_g+TF-PJ`1XVd~6xmGc3L9$Wg5M1U^ zS++IPKw$_hxPlVH+)Nr({6BT&Vj)KMztYFYXvK#I;3vyqV zb6_`ox1kna36l7fO0`s_x+`m(jNlP37@wOidN4gjNcm?@ZhjX32vVo?1Dv&~fMTX` zZyJ)EMas&9ch7XQ0~<(hm0egqZO$bSEzvsgB5+`JWscc*l+W$?snx!}%zDiv6@*%l zLmp$#{bNFmXBU-NArN(`<+rX3WT%NzxSJ-|jvxpdF~4v5MqK=F)|AY6IvfGbLPSz( zDlt1HP+@m#d1mNiLkze(UvkBcObTrVvwuB;5O%L|S_7f}XeC`)&UIL}l9Mzl6U104 z4uuB!qWNjGLl}M!HQ{$EREt1-<8J&nF;(bsi5roIzBM|Z{DRJ}4eYb)d_2;NSw|fF!>B?= zG+u5HQxEuwN|nUaY_lo6b3Z`AAUCs-TPZC5d!O5c*fb79eGYYN)D-nt!i!Z2yr*0m z_hs+51-yQd!e2xm`*_cbJSm_Ev+edUv*CCKvn?=PXs?^Nu1=Mgz&3FPzcx;-HA{3z z!it=@gA7lhG;nGf`c=ev3F#k53?zL%3e275L&uN}K5IoJXFDr?ZeUx`FCc$Kt{dbX zt-a9q?JBcy>hddIEqdrUf&!yGJew3tpI&J@cV~k(0@eoDp5Tx7#<}m1# zH9<^>fE+8Q3oD5#y6F&P%uuyplVeaU3#_ShbQ|$T(h}zsan0$LA%NE%_xvIH+tOd% z_;>A;+Pb8;6xPs6y?Jybfd}1)tot!0|6LZ%a{bej#i|7Fd^1@05~upF_)>v+9)^Y~ z1UB{leQS!_B~f50BF@zBRLv4(4`j@6ryYztNgycCw3~mmhdr-$oF^{j(NDZ6#zFG) zOmgccsEiRBK)v+(H^$2k*vu)%hPPcJYL}`3TP5ROnMer|`Sb59RlM8>fpkK%0x-Vh z2Xp{TDlJI$*2g_4>u#>uevhR76}e0B`t7|rG7h2UNPJJNs&>ifJk6Z%!#Q4IPL^j3 ztk5tWlXUD~4U=AX5zn8#gP~*?-l~*0&6R(Dd0{=Hjw2u_ue4~dcpUF<)=bmm)jG$2 z?p0=M1i00nSBY~3`!m7%q&s;W((^$!NFd%|w-Bw!IV`$$83L3FUNcz&e!LyK&21F) zOq4x%MY*W^4WKBf{;b^ra@J|1|Agw=k>@-P27)_#aTw!qi#uHzet#0%yeCSm2|G*t zx(uhZvZkn92%7~>;bqtKETF~Y`6d_14JupSr$g*M13FE@x~^Lyt{)Im~s(}U~|0k){JWiAj9W2>zG7$ zXS@!h9mCyTW))B!4SWn^*k7_guiaj896;()e-A=KRHdfm2JwF5C+6%LRIs8Z`!uZP zO0v|4^<*BSwDFgPr=$NmhscwibpMlPyUe%#o=9Tqjuwkk6NPjAD}p;@M%_jb?1c%T zXKLc`{uYa4G9<@s*<+HTulE%8_&zH41#*qs7EAgzO3P4YZQ9i3zBEtAIXVH3}Em5aiWl2GouzU&0 zor|ee2L_meuQQKTvdgG)_1S0sk?IjG36(D?n`5vNe;H~GwOY*xxEbDvQsRC6`JM%AiWvN_1jdo* zEuo(SFB|N)A?!DlP^j`62bk3{_$@yeHd*R>QWbS%z7Ow0R59+8W_he%mN81h@N(l}LC@yopFFG3Etz{N&V* zKX-_4prP2sl~Xr;l?85mZI9TAlRo*=p;(C z`AHO7dWWHGv12}+iF;B;7Y_MQ_GrdlBLn2wQ}Qdv8C}Z_Y{-Xwd}hg? zroGy2ib%g0L_W!n^hir;f6{wqb4fB)v)B5zxfXyfa2QGW-ig0vk8+o_Dp$S|Yx(xW z1_~85Xgyg$YEmMRndYq#Eg#<_5Ei)BxnJ)budOCqQ6bDl#i1NKkKTfoSz{Cj>a?cV zYb2q!q%E*cq14dZ;-X@A?MMjhlG^zBinU^%;E60V{o3W?EmdCLz6{Dcn^>b=5#)wn zX}#R7q#6|v^>*4SKGlm%&uz}s<5RfMFz1?*x+_8`QWr3v!R}5l9@rWBQRKVW&4CJ; zp#PzD7?NxDUrb7rD84V&)dKxSi9|S;!{~(txq(Iy7XhXJ6G$<)&UFqfHN^}sxF4b! z2TFzkkdRZ3HcYXta}2KaXkfFqi`gOGKBX1%bT7L15zjs2nbuqLp&okOWzZlQMzhKN zYOQv_Q~CfYDzl>T{>kwnW{!0V5^TCFmPdf_Gi^cX=%j|sqxOLD>!VyD|Lh739Zf(s z#CsDcwJ-euSONb4XkDh0_q}IdeR|_p*4CPHn1;Lxj`PSItgL|eVjq+gb-EL2I{54* zres}~$Lkb3`&Io}uVP4`6eM?u&MDF99zd;-xIx8PDm32SNN$UI6iA@wT=J!^-c z4Wdj^Z?0b`?dPyHtZqo7k<>!@PeItLy|b{-Q!D~!>z8tAKhybL&eD=kwed^o$s}XL zJwSRyiiTMeUEd>=qIq8BFa?EZqi`?96cwYxk?bdzZLAAbb&YPA5`81uT^!WT;tQJE zM?P-sf#^6hjifWr&`Cqbe|i1lIpD8hlARVO`{Cs`bg@J$&zk`<%ilxEa z@A!U=7Uf=B_uPpaJT5IsD8HOESAKS9v^VrooZm(vr;donY@L#_^Y~EH>nYxD({XL6 z$U7bz6oQ{-vdCgX=Abj;oyvk8NS3bDHxsaHE-|8s^6MDzmPSXmvfbUv@7iuI`KW3L z8lr0fa1jR4Mf|^6CW^~xLm=Hm%Pg+$uQ={~mHQR$?AL>s2jFkiGYp*y2M?RVh=C}o zXfB(O%XVOt0tZ`PmFE1av-lBSG{f?ysaQclH?Fu2=p#FhucE@Aib7ttTI%9a{0uFy zRb>fRN}aqQq67AkRgMwHMKe8E9FUXbTcNv!3g5l$*0+3a2dK}<(8~=N>jV1fw#VEi z1G9X4-D4)nBBiagOSW46xYYtHX1B(JO?LlYq7|)rH*u$W&QI}tAAgMj?gCO@{f*`8(NH4q?gWCi z&;dQgxNTtIfv~8)N80@{V&Wl#UNoC~$Y!Yon=IE}Zz+gM7>@!Vzfo z$U~6LY(P+?2$lXo1~3%B-yY>pZi@P)rKSJVT}5=)l#lb!rbTkqsd@m0_~|*IK7C1b zB)8|;uah)k9t1WHol$rMyDE7fQO*(JFy5Eg{?a|qzT3S@0hP@r1q-H{TQ~O8B{>=D z(c_(9>YKs#2I#95ogYnGX(gfySf)rgHX&}FRDkA-E+P8D<%rP_9b?hFK~uO_In?ru zV77LVIk*r!bQ3P#Mrb4@%ufsoENuky=6dOrE(#E=U3OlC+YfJKCQ;jL{jvh z)DS@J-O%9yx-cr<1y+$OTCx5J95)KiX zx z|12gK#*sw&*CSS6d#hdm;2qOZ zFK{Hfa7K)}BF96}T1RqTkI02quV0``F97|{PkuU2j@rmAIu+1supKT>Wm`gx626nr zc+XM+n%L)8ooqukr4j1$Hm|W4Wg;YRA8;EEr)E-wpSm>w%c3}{rmDjTMpH{Nq)tjR zgA1FOk!{oG9j;$qy%l5*psJB#adjO*DshyfaFaEFDANbvlTO0Y?OhhoH3F#2zK-TP zm!K0wXSH~0DWAkZkXRckmgG0ceMFY3bhu&_0z7dfMp?zmihWu+<29{Je$*$!Mg3sN z350gL%TpKouTpwy`@`D^k_LG6!Lqo_Mfr6$E$KZ~Q z)1&Q-alcm=DLMAC;+Jt@R0*W9N8tK1(YQGSEqEcj}w^-%*o0jYg@z=<~m(j&cB z>xL%gK}%gF1yEh&zLhq1G&kYqc9g9q*eRP_4dErofC4l#qfP3$zs+=z@x^nQL+hv8 zp#WV+k}RrRdt!!OC@w{TcAaP8C7#s>$gd|=)-N0Uf7f9Q{E|@iG~+4+v?CNeQCUw5GZ6-oL3S2fCQ@w8OGjq`J?1cRdl+n8X(f zkw(r6Jx${>JDXS-!$UwE8^!-&6&tUt)%f zf}+!0nu>8yXOTQfEI?ulKE?9MM?r|nUwNF2+(YeZTRKo!;YrU)XU@7=P>t6R12`2y z50uFNv2Jr;@#KY^!4wQ8w)$KBfte_y92!XtShw;w(`JBx_F|v5Rp}&zzUVpen)^DI3e$HHh(EtHrLs`Gr-$ zR>+l}N6?IGh~iY*)Y&Sv(dhJQi8udRXl#PpKAy^@FMe8BFtSC<@IUC`R?%zI-#A5B z)BYb>YP5A2K_#el0;JtE_JhR67zN+-)Br4`HoKo;o4)IJ=+~mLsW%YeV`B#&X-YhJ zFcgQwCu={0WO5ul=)J-U=Pl@-c3&mfLo~gXF=>L^RC~5#crjPchwSg_eaz~?ZRQh5 z>ywe(Hcno*pP)~c*B#7geU(?=vL)Bj5vzpOK zWy6!`I|_F*29BKrh3GT_W{$aD*LHE$6z7zDW6`1IIn~PzfR{@cNLalXVE-S@PO%W% z!;kk`DP)HnlPaC)x?oY-Lvs=BZs=#`9JoD`{_=vhe59$!(mmh}pHi6-noC%@gHyNH zQxf*s!5!cy%QgQ%%Cois3~xG3s7YsC1(L(#AIw3~>b)(z5|@K^A3V)Ktv`!ue3Z3( z=AacI!`JBE1)n16c1oh*1%BHs zx`nWg)68Rqdk)bPib_sx#`g}r%b;SjdEYwMb9anc@SOuo&BKOXff+mq6(t_&0(gHg zqt;!=-PgCqjFj$to^^7vbKE_U(zqZHM5V}f|Kp5etXPqiGa0O zeq%5K7xN8a)xrMVWjRPnWmU;;=nr`9zzKP%&@t{~6o-s%b zgS50(%aJg-dGJvuZC2B?C_%r>Rqo>7<`&^Gfh>5+FgJOR!BEoQ%iY6$x2eG1s~6)mGF_&Jvwkw#-aiZ=E(Ki9iN%>LmzfYHHVqA=H|U)Ska*iXyWz? z)bfB)$a>SpM+Yk>ObIBX2f;!f&d9u8eK_&x#&6-tns8eJx8Tw{_VS*pMg($c1d4Ms zK(XCn)Oa+kxP_L)yomYl)K;d*L^_1d#I3I9Q}u@)!~6cYpe`Ot;vR*2te^6kkM|Mg z?JTe1qwm4tFq99h-<+!sha4m-4B{E$da6u@C)TJMOxaP7P#R6asR=~wJ-&OU9T)tC zYY4EtlwFlRf|qDcgK5E=yB$bXj8ZlP3w;9gu>!^?!PlkNC#yfTUC1us(%KS%O2X#f zNb}J5D_M2|-V4pa)gP<|=<->J1nOGu5iFOC&L9y*`KQqizGQOf39(G7XIj}Hij`<0 zsisqB{zywotCz!Mi7?%V8?8<%t~`euz_}z{!(mX)wAa&*T)^)y@@%Q4p~Mc3i7_o< z+F?nN4i`^5ro!WU)K2#KWB4gnZOuSQYq3aGvsBVW`{{~jZ8BP>nT z6=n@;*IiX`Lvz&%93v8L&nKH|*wtsjsA9+dC~f;B1RfSt57ma${J%w=qEk3lTh;v6 zd)tSdU%4CVf5KkqBMr?XNg1vC6OCwCGvyRZ%H@HpMxp@38@MRnukXv#7~NcV@AT6n zOw)?MqHK_SdjZarr#`Ac4caWVRXv(`9V3&1duU(f3xZN?iEA*NN++PNN_Iu)1C8!E*p&%rwC z*Wv;t3gZmMWQfIw~DedT@oA?r54iFj8cc zYR6YvUa4ttCXyh;1QGR8W-3jE9Sk)ZyLGzXAO)bf3b0D#{2ot4ERb>#B-qL58e*wI zXTD3`Yi@(HNjN_GeP$4UMtmS^d^hQs{!jjS6#0!-Q!i8(4YX8GWF1dXug)1nIw~g> z@rv9umT3<)n+$ExI(TB^tYrfQ3E|arb(~&>tkFuS+kEQiABh4%hLwC&1z(}L*sJ#$ zB(>0Q+;^A@+pFRx?|@-D9*aSPik`O(HP8|<8;KuLJ>dRYSjx|KBa5u3Z>n|WA;I+Q7>A>`$?-a@~4+#@$9L^qHC8fYGx1SZ8>z+fVObaT4AF3 zW*NS>Udp7>@KO0W^LgYc^)`DyuWs_Z1VKXDoIRndKbI~i#K$Q$QSeY0fizV?D5r6eAP%t z#N@5WTTQg}Xc_qL;n?yc7ZVI#o$>r_m^`tw&vX=`lH%-xpzGQ?4r%+5csrs-yvssI z?psPh?#fFb7wxn}4kIV%G5Os^St0thv zhn>FeD?YJi7ipppG#7)a^o3XZ9U08TlP4(>_Cv*81&!tl?azqJTpqi-gD{uMv5axY zz`t`4Wv_TbD_L^r8Na$DNG`W}&Ji>#Ta>t4$pMQ(^ea0BH^hOl_{4KGORtJooJ+ZY zPKo+Xnr#!L%Mz6nf#A@!CtW(#kBr6KXfM?Ob4M zE9kL(&7A|vQ;w`WH;PMiqvsrjEAS+U8TNdO_kgD6g6~lb3A$x9h57;s)oedzd)^;C z504CVb?EhVz6Qi2^G`D09vHE3XS*6NiL9nBEmQG|-uFPdA)ros#lY`|XnVvxG8DSY zdSfn}h%k;>cmLA=ev-3}x z1D=%594*t^+xd59g)|p|-untsR=f8ep8XZaIOwKp7c}_uT9L2JSYQ*C+9$iuK7~z zh}@IMM-JsrP8QU>U;QjziYieBu2dDii59yG?G|e4h9~S!^|D3m2-n}22)i@>OV!Wp z*Xz+pZ7m*@E3_8%PlM7}Y?$QvIMTY~c7J#FtJFGA)0Ea{R2U#hj?xFCnS>Dl(q^Yi zREl#wRjbBo{&zvwx8?NrV5wQi8$j44!F_hy;&0ygzyczl*5|m^xqDqdQ>;^wlY3c% zr_HhoS=>rZ=8x$tL&3w^Cimr_IN1EGI-ptzSA9BXtluxr=~e&oG$WM&6Hr|987ylK zX$003ot}4a(nb|9t3q*bqflyO=%=onfeDZzk|Lw2nv*TNdv?(WJsXM z{7f4j(x@e(cr8YAr}99|Ej|ujY%_sdOu&Gpi6mpI_+)zZPE6{K2o8;ms&TEmGQrp4 z<_hn6aH#@#H2;ucoO%CLoZYJT(`KC=Wseknq3ez;l@Au#{vK}s^&?icdmMHrKI}6b zTPbHlyR9&@y|hHZ&qx@h&o*zXAeD?`vnk)44x^j>|01;*SFLaSLG?oD%ywY{Z&1!) z`WO;2KsSQN5M56Qu^ag8A7llPYnT`IT;Lhc@@2HV74N4xX+h0&7a`zBd_@*IVD8oI ztH_@NsI!8E8FcGt<`2?*ayu<#{9EA@wjzGL%k1IFA=Km@T*^0{zBWky9&u2BvKvj! zF~(zqn?Rd4KSi>0cQUFPR-^bGR71VF{*k@VyAB-P1xG*Nq&C(eI(gFw)D|;YQr2sd zo(d|4sb}Qi+@QnqAF(AA=eKm4RRbcLNxr>1{D0yRA+~fmr^0>?>4v-yR70?Y%O@|l4@Cxu@#75j5m^e7@3xF7z`lT)_{N5h^zex@$1g8>=+9J@`uH${L8p}`IURjanQqd39Ku5vG9 z%9=MF`9@6uzo`%6^YmWBSf`}}J^R|LUy_Pv46aLC5^S+hVQU7^HFJ=do>US=7qMhu z4(!igWn*nW#T&kKLCnl;5Pf51kBB?m^mEj_^UiUIUzSC-Qn&H7@pBeGP!3?*w`#R2 z%^!r;TuZEt94cZ1L~Zqlzx?-PPj4l>;u16O<-)yxo31))i@`2woSl z5lfskdP3qIr$*%)ZrLAPEuMEH#+eBlc@uCqjx*NyYoH;KL`C#^bc)heK z72@=a5~^Pm3St|>bpyE{#r9-?dEeGC0v`j3!%yZ+8#> z;&+XM-WwProm{iCyvdT~!bN1uFUh#!gta(b?L!~5$*zM0DNon5BIsxSR)CZ(p1*pN z2{%Yhsi^jZ3(1p8;v?yrAzv$&EPT|DMKTiKm{Vr^oCnAX6&{n&f%J4dTH+@>r#1x z!JEsZct_YHQ?aLWS-?A3520V68MhCW+{^FTc3^+2ZoKcgP=y=cRzP_CT%ViFjFTnQ zmWs0@8MExi_c%>a;&frH*FnV7^Lia2)LujVOSc*}tQ?=te(Sos_JAkWHR53(l(Q@F z?0zV9_6T8Y6Y-VAvlsz10>u@N7=&9B&bs9S%roUfz?H6pw=(|X8hVvjLpCFowUs%| zE;C-7bRKmciM_ywd>d!##^IQbJZ|R+e=fI-M~EbSN7M6ioUtS4-y#<2pEgX);4r=k zYf)G*JawQ$lc{q`$i`Ta6%mk%Vwha&8C8(NG5zpZnD-}>r$KjfgCG7AZ7&^%4iFe> z^>H}{F56aEl63?wZ|A3xaSdOLkjwtA{6{(VQ*k4Ob_3_V((cLSAKV!7VWBo{v)dIw z6Eh0)KOyWilIePk0d;XxTE@*QL%&kx|Lxd)#v4@GMY1|zzfrpEU#wqg9bGMA5{&t$ z)U$FNsB?6qr;*}UqEIFAVyp|aY`C=~KW*xe<0`TeNH8fts5H4(_74acP5pQl4)Lfm ziLunEzzfAl@rD74iK|TMKYRc_^pYMCs4$C!epV8-BVom&|6qVHJoCOe^uTPb2GmO( zuW8xQW1W;Lw^1AMl8;bfGzjRqEwIMy60cU-Kz-VyIL=Vp!La4 zxDMTaJ+=eBY$h;Qg6PXt_Gz(|r?P&Qg3Vd~!|CW%p0#TmemJJEE zf#K$I!gM)0Sk+ds|7IphIj#k6g+k1D8VHrnv>emjeR`S~bSD4hDJV~?I=Q)41V3Jj z;Vg43=aq${Tf@WeQwl&#EtCh6ns11>^tY3)9w*~xI$i~JGM$K90MPKrGtxR(dDj`TKwq#cGq!LO;K^7&txs%n$SA=xx+BeKO&>;4JBoj zdPHf44JnJETWTRe@7E?b6obItMZ1h1a`F1nG~Gw|7tUNpo zZD0VBEK*etF2aT5hiA!&yDP}(4bs;LRBR@fl|tqCvVf#)^Ha`&zV86K)_Ec}QD-(E z0vT@7_7UZ_Wsr>a8ss$%_-fiE>q)AyZ$0CEw^t>iC;^){by2-5W`yEe@!RP#kD^*) zY7T{}6%1KioHlSH1-Z1 z>Ah_*FSZDrHN>$KTy5MRNE|aGJiQl$_fP(P)IRC1_omt|+(5c+3i~}X^xEtDckY?` z6x^c%w3ys~f{w^qON3S0^OsUyq3m8k@jUs`$LxUZ!Hiy7OV&sPJB;S2yDZ@Rx(nVIste8^-uld<8`%=`-oEpj(4E z*m>+@E`k^~bPH7E8NTL^-yOm-t8~`P73(S{$~gBWf@W_;lpkBFs0{bd|9 zWtYWn@X&isD77#B09XNs0FL;1X&bP1=71vRlF6?D#r@g@pAaQ1vX#o#%B`M7Ks;GI zYZcWWq;90yV<}IokMZ!nt+erJ>Fqp>3WI5j4}qEWksWXCX;RdGfV1GpGWMRJX#O=9 zi(9!Qa_qY!PkZULCcY}a*v&_Ty+**9)7;kA__1>G(j)@s;0rmS8#cwt!b7oSKJI{2 zc=#ZICzOG<(D#;py0qKAL!|PEUBvPX9<*8>o9QlX{_!Hk@qU|3=##7^AN2j?YcH7< z(Q}bLThY#WeGQ>1qBB$?Ike>Up%?}2xAh*TsQje=_%|Qa{((z)glk0YQsP&Dj@z<+ z2W)TbwCvy$bBs{P*)VB{n97mc<>x5@esuiBbt{7bw%tLl-ggfniCVGGzPSK@;1_ab zZG3Z{mSN@|Bz1uM$lbqW4zGYC3e+twggs_lrT!EpZW0bzl(TzrSY1l1h>jDAiFpE4 z_P%NW3L$4D^h2TKq^H)4E%+BsVx?hml-of-JzG|cixe76*|Go?-$ZWJ^-a-DaGTm%e3;4H2j>Ig@0V31O6@oj+scv=v(F0Ei` z(G&^ix|g)Bp6+6%wE|-oP;;c$ZGQrE55l)BLDoygksND$D|TFPoRcig;>%IicS2=6 zv#-+gA&UW1shuDRS_|=n&=wf7?Nr^AHZj(f&HjK8;)~`LaUm2?-wQNAR({_%UxxYr2* zxs^{WQ1UvKcWQbDK4lS0__a?M+p%?=xNnYi^Mh8T}gFWBP?e8U^IEyqKPVh0&jVK*}GjOhEc?8%R4nA1-F znQ%i+ECr|0;>z|9#u!|Kl6oIZQzDWnjrRmh)xB~5s~(HFpKF`0E`^#vA!!QEn#)(^ z-CFThS)D#q{|aidm0*SoZ)s)Ki*N$?(u+%~S%h|>%_ex2JC@v*$K1QTi%@9`07-S2 zSyuq;6Azi`1+gq}Y~;^Qg0dKaG304oUr3HtwUpC3eBay_+WW&GG$Y#-IS}JMoM6hM z;acTHWWz7PFNo1@sX{aCFqGfNoXjM(s$69vuz{x4bBgq59|&%as#BtEl8g=Ppbo+g z0*4gXn#G{f(jwMUNTI96jT_&`f|HulaiARyO)BUTqfo`)&!@9SkEl?(pho$Ec8?EbJ(k$E){s-!kat{q?~_rUK+%Z?a;
  • m!qCjN>G zB*vM+tu>#|`p`kEQkd}{SfSHJviq(wjwOUodBCPfq|{CcX6X5W+pVJeGn7ZZ zZ?Fo&E(ryA6(9``4w%ZP*kizV;I9#Tu<};=+$m0y8#02lP}_gNwhcSj z{_UKZ*DHtjZ};BB$N7e{d@x&RwjkbZd!;XB9d9@dYifX%4k3M6l%`+W6k zs_Mjxum9`w6dyJyH~@y_tB@P=D0Mn}>DY#}4U~S)Q^%fk|19GoS8uJW z{_2t6wD>TO5skF|#R&-sTFwL@anqzJC{Dnl9-K8x$4xse5BsNCuEzHz)5i2IXHkwz zE=!|&g~%Cb1*=8K{iTwNo{9wHp@K&o=WiNeV--p$lJeuTCubUg1~UoEGF718<`)LJe5+g4^zz;zmh%&nDz7ioXm zaLmS$QC$QJy`R$i3HhCZ(mg%ztnp)cIgj$F-Es8^j2sg=Nz3I4p*rrUQ*G zV4_W21ZmJhdZAN$B6Tz=60>&=wZ(RP(y^s`2voe%1q`-|zE-lQvJ5-N3>KS=m;VGY zbN{rjlC^@=p7k1Qirg#qS7T>6Fdo?6B^IT+`Q86E#({@d{Kc$$64FIRjrx>z9ph~8 zX>e)STy3mEJ-J*{k+#*JG4FP^x<3SdqfblYOvl_}BM{CI)M0{mfOn%H^?KsBjztIeTBPac<1NP>)g>`)QWKm|-Ri-MIac8fI`kwkX0uf#%x-Oh|6cwK{~H)U~8MzwlCV$fKJV5Fy&a$I6abta&25*; zn2D<6Lb*u{cO-|t#CRh22h_ZMZC%3c?UGEX2Vl3uX3qRYg0Ws$>7O{ zj~JBw#(YlesCrGiNxF>cfOIUxeF(*lC#1tJFOI;Iv|RcAb;BR)%V-&oPrhImehzG%G9{s7xQ2%0?(`c>cdAlg0}LL=QE0uazkbeW z53JVJrmK37OeBI6Q99-KTFk@Ub+QwJx-T2I1ryGY-lvccKuC{M*x;WmlR(R_?>BvP zWty6{f*T4!e+))%;|3uhpc76xv0K=O5HJ5qneQBn0(#Xurhi^*n;H?5fFI*i!+f%{ zczf3uKMq6m$2jN=<^CB6$4The3}1XSLR&*=rSx}Z%^C@0G#jv9>JxDR^50tMLlQQx zV;fa`RKOi>_gz^IaSNxd!mwID($%PV*?Qo^F{lFc$~pQ>=tG2Dtjpeb_eNagOl8<) z_{9B{5(c$+w(#z`mdCyXr9GwmMW3$+VY1NC6VsD8y{dDot2CJfKwA+2kS*+#E@M@n zq_hb9h)G$XdW#g)E!;(Dke_Qa)1C{`#c%{Wk%|!RjTb)T{U5T)^5tzZ=zCw$J2!aW z1Y9Lmh8Xd$*|8hKsHj=kYaN=~EDuUATL2__%~GB!(;A{v=j#~VhWI;nO{lYuSFZqH z{+arI$~$VV2%6#A+F%(mtb$vMxYpW*_4Gmw-$!k*KOLr(zcymLuG?ac8=t#f#sL%W z%)&3ZlCov?mj zw|D8H7fjBG`!pvhkR`TM_j^^!9c1K;$F4IQITrbvVG<|Q8ZllCT2EBaUl@sGX?cnvk23|L2r61(=so5SzHdscBCe%WfEq$C zr5JV>OIf*-KJEJ69$}NM8I!_W%C)$3Of_=2H<=*;pe4xdx%Aqx7JBJfk&?e6)B8^^ zGiB?7Fj|H5`!EBk2|!Zs(YOOe6vb>;Dr=oiBGX#tFxQuluIo-{VwM(&CmtAB%|E*Y z6~Q$|M|kXdto|f1>R)q{y}PS>$%Z$yLWypro}ti5A?Fe*-M|JM)W;*UNF9%kYD&&i zXx)h3vPX(~@9Hm@hZ~wo6IC9(7F@?@{ts$xV1pS0_)Lk6O<;Xpps^L4?)!QQ0k4vQ zLgrn9`b)`MCY1baz_^Z`-?XBiXY-MmxaE9AROs{VTyRg0f8mrBbev4(wbf`B@a?b_ zc!HPJMtMgUxqBFwd9Ra5_|;=bik@rR8fS(slL|}C9Um9|codIH`es7L3%Odx^}1bD zyTdtElZIP3toV9Rt~*U-2(D)(lRoRG&5QfWKC#_~k}RP#$+`D7^5ZMOMPoPjahgCB zmC|W-&_}pz7c`vlx9;>&{!WkyP80B6D1_xck;`RJ@IY<{OM{27tx)a|Z`9|&|?VI~|cP0l9eSN0z=Zwl!>xuvPEm(I2d3ht=L-oGm;GN+_Zu&Tb&pFA- zt$J*B<0^!E*{%R>-bH~?c&W0`sLVovUNleuU&evV;T^SbnyJg78>3RAlt(u+mqJ2qX$%a3^#~?0J3)aT~?q?$`vpyW+ORs?F!+V23d{t<0R_9>ZH`sC&lFtQamQ5>tvSe`<5fb;OvbJBbRn&ip_m94(DPTF-5gY$Cfi_DWm)LHSKc)Lg`H zls;&)b!Ej-Lu)$7woQsE@5yeObdHsd`1_42Ta8_=sQ{El+HY^rM_ka&y$7t;Pky-D ztC)&GQ^|JT~>Ty*mdyad6EWm18AL zgvN$Lj;*2vsY81q`czDhMQbh3wAxHyVci|a4Oc(e?09dUSQdl2>s)?%PO$`sc3SDF z0;S-`f%{X`GlCKn6ih2f<;nP@pN=nacnpBW&ye)K&3NidFqf$numDj?bAumJ;EmM& z+{oNgZ-2FuG0CZ*u=5KUA&fc4W2(hsqbNkd+*n2@t4|jM=$kx?)XuQ_nJ0xMwkk1K zJlLw=m&O*+b@k(0b^@senY6})?{mw=s@F8M>YP~v`XMS~1OB88@Gd|^DGdm)_P-rd z4BR0}B@bf+#~bhYa3W4sWaQPq?5vKi z{?c7pEhR+_fCK;lNB{s32mt6GdHge=|BHeDF~~n{^PhqIS6BQE0D%9O|C56R1PXxp z=VAXHp#4|>PY(Kj`9Cp?|DLn|k8%I6T)zK{mH#pDzxaQe%0K?k7@Yscgb#-OALjqZ zK_RdJ@PE4cKdui40TBMqi zU``(Z821GL26F&_u5JLJ`QPo=ya52Em_UF$4xoQC^`HK~ja2ae?f)zPf4BiDQlbBZ z7=Nk$kN*$Fj{w$pPf`~qQqf7Ns+)lr6 zxlLU?7m>a{oYHQ93WZGhl1v7OeQjGB^73 zpK3julh5)l|L_i2B3HV)?5F0mTv%sbNb!X@OzWSSVGxOPdTIF`9%Fhn>C`n3#foOVtqlpmTZUDG;J4+@BhB+~oD5^z!oZYm|8?rpcxGy96R=d0mFT88TFzqqlEa!bN@xfu04&VnOqdV(Bp1b z&n&YW*5;3^$NBcREJkc;K~tz@;oM;F&;At?4;7ey=+M_FKDTGUB4ZFw<+X-BA_?^e(L_LaPj7o9%GOwQb>!r&|eXL|>?b z;MbexD3{BDyqGdj5_(*MvbXU8+hDXnf83?oK8$*q1kqNp`0)}7Kh7)VlJlOV(h>0j z#{>?+f~y0DyTvn@B}0W$An=PK|+~H zpvb0aXVnipO>`6FeyquniwWgR?*wQj>1kaCBZnz6Dg3e(p&7`G?Wwu>PgT+2mWUqIxa6(@vE$+MUd%=tGoZ*UZw99b{Y z-|8p3$WEeKJVfA`R8i`@B7)CW0DZot*Cs}FPCDk(p#5e7H?~gg0IjI1q0>~&7>gn9 zJ4-+wPFDSwxOk`yC_SIDn(c8*DMWjk$CSvCUn4>?<0N^`a;R`AaGn1#gtDKY*-WF| zxq`NAhsAj(ep*0im$wLWxQp7r)}>);s>UC;npw2bFzYNVON-z`xu}&4{F_Z+s|3X2 z#x1kWB&DO@7uATWqZz*B^*-&OotWpbISQ>|$6yQV_^?w4-h+ZJNO(P(=4fKxL^Af` z_N~QyQRCGctBvJ{7a_`g6zBSZv}qmqN3E02Ks-E`E9%)jj`#t>T2^HJuJo~-h_56$ zgR8uXGHA$W&?^oAi!eQHMmeiPpI`3y0iA}#mZ0K202AP&IQkYZJM(zrZX^NhFOnHL zOf`Y)5x%fka;>0w!HyN1brn8st0$fzU_+1Chk_pRP{frrbB8`y+pHW;gDZu(DuKng z0@tt0%6I1a;LUg2*2!>otc9$tp<2cw~jvkBE$~JpxFz=795mOr?yDSM$ zsaYgn`I~jeMgo>aTjykkP!h1IayXL6{4ywj>0sNQ-X$q`{OA|MBuw8e6G^SD4A$fE z(kE)o{9u|)CsN&RqOU1x=0l=|B!XNy-m=(o6k>R12z$<4BDaHx7l42wq>6Im__ zX;OWq&v72Ij;gp)BGZH0l__Rd?Q}Lmst`D#RAMY;U}P7mvcn}Tn-eP~9$ zihy$*YCG7{Ax&ow@ak0y@6i?SNj}9rL++|y4x3WXYSqQ!eI+i`FVw(aYi1F^ESv)M zbyk&2a^T<5XmVa76x>x5X<|t{Hy{ta#@kwC?D5%EZpTAyOX%qF>X-Yz+`1k@=~ndo zX#TeMu#eNq)98%~TArOFalCq~TRRnm5atHMX0Eg#I0+f{UDR}5xrdmwF-Vtu2cXAO zPp;wGK(*XcIm~*$B0k&Z9dS5mA=Gfm>a5ds@3dHKFVXd-t^V#5w|5K$!%hXw!u)mM z^_UHo_nTj8CaU>R*3farwirBqDinHZQJS6y8W~BZas8Dqo+kJerrY~1qR@vH0>2!a zfG)}M0>QYa0)mfCr8+C+XUt$4qLv?tbv(D_HqV<&2sxW*Qb!+VrS~Fci+4WYFZZ;} zQQP1KicH({nRLT1V`0TK52ttl7rUC=F&qJ}OPB>r3*Ry?Kw9JvmcpB9G|6z2P`l!D z&q$dw=SW5eF=QLdc9Vr{%YLYIQXt=OQCm88?+k*VYB#8Hc^DoJ6IC|ut6nin+x#ZY z3)WKz#pUaDT%P0wFmg;C?m7@VaB{|I@8TOwB3%+TxD^-AE56Jku95W8qCHNK=u8@F zdrZY5c63{0$Nkt)_c&3zH@eW(t+j8rjQ1u7U1kkKrA?5%ZRK(uXo4%${zV*JnURhQ z>_X!#TH0%E!2tBP2mgGmn%bI`e#A~1!lL8a)Yi@w-89U_`sa~r}ZAm9(&SL>yK@Yw`DG~nhJwPgq(EGyB0 zOk10)plVlojSpRlh>WA@diW`%lcuas^cpTkwyRkq+do%@hZ5c!{HJ(QDPjjEmYi#j zUhVXH6C^2IaMrzy;x`|%4}lz}65QYhoVD25<14nVaj|w-88Ks4{(cuG6+j;WQJEgM zI;3X`Bzthng!3sy6IW7PNHZ&b!GLte=@!O_L6SFlpEtpulrPrdpfva>HL@k$BZ^2u7+O?l{56&Ju8ktw=f9F%jp#nZFSTvaEa( zb(}>#?OU-4A1;QgX`-l8puC9B^XZU|S_@32B#oA>mNimJ--kCVgGzGZ*}lr0LNxn$ zV$zssA%Sh@ud4stgq9SI*R^}3EnP;i2wKw!8MQo0haig}6LZJ+n&Ew7w`-2$-L51p z|2Jyz9kI%#znAJp0xUd)jwa_#NP41sD}ODV$pa(L2^=@Rq9++L333P_MZlcOf82lz5P- zSsV*c!>#jr{1*xrKf;`D?S0ouaZ%9IQhgnz%=F=-kh5-KT6xR$fytO<=>fQ+gU9!tU~Da!i|l6yO8uPVj-C@x@{|iXd}^ zdZMqLzNMzYP<6yMVhrD0PV4~u=J$h-##ySP2iHp{uh?VoHh(w09V~&K3apq<6<^yI zqW^AgUZ090iYis;W?G*JQzuX5W4a`re_hGTqkdz6;wd9qTUE-pHFZ=fIO&@kXkDbC z8{nkcj|wO$Vv$Kx-K=v zcGAyneJu&*CO^vhXi*6@WG1jJ7jvyKjY^>m$OI%?&^;AAMGhW5sO98qyCFP=`UY6X z=Jo4dB3F9MEU!$Yxv(&ThbljK0E;yWtSAvf=N8saXd=q~DXxdiUzRPfwRenK<_g-? zE&^UDx8QYgaspK_bJh5gYx0}W!~rRpCW`m40SR{p??diz5yv;>^8&i-jLwAID&Mmi z^vV)a6fqdhk>To+agC4+q%hEKhz`t$0GUdNy8S0o$HF}ld%Po_R~Os&4laILsI7xC zgQS15?=(tLq??_!F={P&oGEsUh`tc9X6$CGPI4ng>{LHDN%kgf* zu&Jc{@^a`CvQ}=sh{R+Xq)Xvb`SU|AmVNPQizhm4pKrTQzlz)IgCjnKj)Z6d_(@-U zhWjtYIgROL>0qM*5%p-|w`a?@cX;+`uU~lql&D*sUAgY4e}`)}UH3f%>hCpQyd#ej zWnh?jC{W&c>gC^Qb38H4u3L~JXv|MKUmJxL=h@j7I#qbb8Itit;#9SBW;`k_MwA8( zv|c{xW>9b-7XA2FZd270+UhnMK{~k%N@#8pHL&n$nAk9Gce7zP-wif z#Yf)_gk8ZO7}6%A zA{T`n6$2BA*T!b&NKsb=zMu`ZH*My@sSY$Dk>CO+IR-gkvWV^WB$|mLuOi{)(tt?< z^dgiF-?gq%vOUEH(tL8`3_pg&G*}R3;F(j0ET-q9Ht&?F=B@X#rvU^EgR)xvHJ>PvVB~G`Ymu0Db;KhkERH}dzcPS| z$y8yj&-Lh7$3AjoIKB1NB0+~sXfVkhueQ>L?1=&!i1?Zn(wg-(fH{{xR8)Y0xUbqPabUY_}c? z-CX}QNOZsBz`2?i&(evo0-JSR-4qxIJli=y&ap`YYKkf>x@-a87d5HfYE#*w?$K!$ zE2KvNNp^D2at2cH>&EH}9d@%l0QP=<^-Bntvu_QS>o;;DXI8-)%BWtUr!1xxL?>hX z55yAs;oGTsUsuvFw;)(9RWfEdVm*@$x@S5lM%3HfvI*C8F$w)4b+IA^Bp}G7_ z@&V!=TLhV@sp0v*^e_Gf?VvIull7=v7t=Q^&2dkx9b@NHfpT8+a%P!Pn=Z9*)qfr_ z?xaLjz0N=~W6&{_=lp`Hv+#QVYstMYb6j(5-1hVeez={oE zwx9nX>6^+acvAD}*bU9`e4r!<$ReuZy1dLnw0ZCvVK)Xk8YQ(deZy&F7{|v~&@am9 z82SzJN!;>$Ok#rN_cO?@i9mE-f%yJHw~A-e1}@h4b8Q!sr3L#4{A)h2V@(5loWLoh z(jW58m%i>(#%$#;dW>3Qu^xs#+H#ZQeb` zryFtzIeglF7btGjw_pDNHNuG~1q4}HOG5=Nn~v%^b(0Z6?(SQ>!$VYAO25IjREen9 z*2FM`EQr0H?;PncR>(79MS{AkiqvYU>Uca)V<8)t92vYR4r7ZMYfjG;S(W0db*L_8 zyFHPgWfaxzNUQEMCAT|t#y;#kBoe&yDbOTbad5R7eKEwQ6(2X&gQ(!KuurYo+?jB{ z5NEsbXFXI*ZVi^bkKLy+&tBu+rii{w&#?BTWqS-S)`D-`{~|-$!eF%@+7Z6OtK}0d9>$ucnGhx!V zFI|;+TifI#?%2btI0+e%OB6(50inWW^(xa>whEdyj zJt~JN^G6G8J}Iu(5W)-?#V+bGVO}Xy-->ruwr9G`S|XF&Joa3%jD9GZdtv=_tfEv& z^Sz@F^D|a_ey`p}{N=e$g!feE>$-pLb2}dMQxzxEvuJazoPBw9?#i{?K>{7v+l3n> zHs?rr_7@T-kQJ6`6YQLE!YGf3)IoK04i#6BQRf1`s}gxUkoaZ5?{UP{_sbe92ew4s z5My%e$FU(Bxj4?sOOP;MB85^6e6$g7ttR5D3#WrbPl)>8c@O*}P00vazQm#RJ&K-w(&u6A?jf}+-1%j78oUy z=%?W&Iw{xmL3lTO8y1d0?<5h*!TfMzQ@FOq6NL-6!bb?TOY{dK&n21@3I+}w1?m>vzDkFTlI}RbdSS_>aKgl32@aE#&GMEN zyL!5uKlz}BBQR@p>T;AS3XX1&RI&co1^&blL{HwnJwg7@6B|!tE0z!YMJySGYq_!; zztkG&=*>qs_Cu^)q~C*CjZq>8uALBsr3Lt3j*T*r?oOli(p;Wc^9NU`zL6?AV^w=U zsIwIj^p);Tf3fV>1xx7y6vO-|cKtWai5@WN=r|v^%2IltKBL0fz%|1V5WbmFa6XKU zd~{Juo~+_hPCi{%Z#aS|zd}hO_+qUq3wi$x$KHehV10U# zL|R%3=NzT&zJ5Cg=*?mbecRo#cQ3uKAG;S#grPcRGR^dT=Omdh6-Z}%LKh<%e6cF( zWK?B<_sN@GiNYc95&*$af&N`da3ODlF>abRvT;(f`v&~-1;HoW7xCSM zlUqnLT1k;aD8B%uYH6F*P6>iWV5oR~_PpM`tL2t$S2U;%>m+%1m2zAhIZRfmluo-l z6g?wpdgGGJ51IK=&|2AF6uy$WFJ-*(b$h^T24^|Vt^>vjOO$O2q_7%qXHZ{qF$d>A z*V(D32P~#%0D)ju>c{2;G&-CRQ}c~qmi>fCSV}&l+s^WmNbDh-x_?f4O2)6wV6F9LFvje3+0wqz)7Qk`j(Nd1sl})#E4WkA^=H z33?$HN6)OSpO5iL{u(4Em5Xsb<(T_hC^Sk~#+xiDLTZB8oxR$|GBJyY9l6qZJD1lh zY9{y1s{=-2JfodegUFx=?u1URWxDW^5rT;S#~tQ#Yhkz)nu=T9%)Z!q8itu4Y$kdZ zMlf_=$jnc-W7e?{AE~WK?={f!`@VwI}Un* zv-IHTZ_Q9X_6KsM@WfduO&3m$fTd#0eo5S!uT@b3_RDFKPU(08a5ryiWSlth znYhi2&L0R#Z^&SV|dd9Sl+%~c*+u`}0)25Oxm=u_I zl#S5Fmqmw0qRWPD9TBXVnYH2u6Ul<=prxiF6(JY?iS|o!+^zx6TDh4*OKxt^7=`h=5h(S{{+O}zw+Vg;31(YH8!)1JMXu&2N~woL10%!j@Wdz`rtkt0Vy z@2!kc(;ok)@J%ayw<6@r*znx5gGn&pR&=C4rkS5}#Y_bThWsfb7O2K3rCh5$`j?G* zdYvAJhjZ?e!~+nlSeVjSFO>T@{_rLpwc`GlEm_JX@}xB*??u{I&lv8?I4tZaD*O{sFXf^VEo17nJ`a99?pfd%8d^0!Ax6 zQdLKGnTx)BqG9=KVn``QIh019G?A_vCU_)Z=IET?+D38gt}w+IqyDpEs}DFwNMjmt zk7Ou0nr&fA>a=%Af@eU0PLp=RwWHe_!)cosb9aY*1eYpdp)D1EKNLI zZfhO%FO?XCg69SN)5nIQ^Z6ign>X#UZTmz_n62tn3eX4~Ipa-k{>*Bfe*aVqZrC0| z6Ud~fUZ2xLbK%hqv^1E^iR~N?oxSbuslsY61}6 zsY5vsw_#L~Ne7b4_}wi;B{`;xMo>`MZJcO=ncu<;Jcbl{bdNzjur@k$nn(%4R z@{^ryH+`+cne5>}0emkXlAAP%r$*1_F^{ue0?zdnBBWSQwbEla)=&{`g+$%XgRxN( z54{0m+|}E|bJEG`$e0jjhr1ecD!0M**s#3O7XgAVy4Qa$Btm)R2c=w++Te)m*jm4BM9ALb8m`!1KNe>XbU*KbSFO+6f3+)JtZgf0Nhf6lQH+!q)=)|UA%DG5}Q)ys3mA0Y^T z2z8O3=QLo#SbaDhr|p#BF-mR==PQnmjSVW?$ueW>FuH+1-8%ytR9pDP>FrO2-Ot0n zpP{V2&HQSj04p4&$+dw|o|!1l>UCk*<8Yo&*992}A$sYcgLg(J@~(xhjS0O%;r0a9 z&1*YN)gzj{gw>wG0Jj*Q#r)4lhv?xUp=Ym_JWXg%*37nMMv&0=?+*&9+^7PBl^NYM z3N3-<7j)3i4h4CM7toxbf!Ig(R*uc-VXqy`Ep-Re?1oV+#I?J2Ep1fN2tInIyr)|P>>Q=XW!X5+2*St9RND@bP4K#Lq`T+eqU zBfHp@%uS#76AQ9?TA;DUB|L7155j-1i54dGGdM4W4TIBt41t~!=BK)csA>ZFlFaD#4&)tigIqBwlNy9m2Wb6LIvDvQmpOy3-Lt(NKVoe!BMaLU~af& z+*-Tk5#Z?i%xTo`3xqBnOIn33HN&;nUV%v1V@0-WV?~`z#vziWAT51fUn`O;UNd|M zM5jA-P`?iUrc047{uuzS0a@RApa?483dhV(o}-M1ey^He{6a2y$%E+70la^q@3dHj zLN=9mw-YZQzIp#Rq6N*4{8085EdtfQr=-tz+#4^iVM8`Pt~x@!)O z*=bMqJ2j`vi<7{Ve!kwEN~;wkY;Lh2RV7wvgu(H^h*-h$;QdO)fS6tZO?RSNp&@xH z%X|Usa2Atgp7ukNpkixkuz?h!$4_R1IDRr1N|(kcCOdXye)F=517Eqj<@bTW1Hk zt=XgkzQWv#^mmev@x>S-n8X{x`9XpUizgw;ZwVy~YhAe&PEvQkyZRNlPrSuw7dO_W zP^Q zRD;itCN;G-I6Q2_F~JV$yJVDxF@Jld?)v^zt)b64vU_mzWse47rh%axZMs^-+*j&K))Ob9VH>+Q+wE3eT0yu& z#boF6Vz{HymPKW%gzMB~4s4k^`xDXVM12)B7VM|=x$javXyLnDrkVGNf&%5m^EVeT zA9zpL0Q3O`w&{ndqm0%vD;j7)Xbk)b(C>wIa1}@<*Cw>b$e-jw$uI!5zB`&CCAw8TGbWesN z$#2-Qd{=RimoX0oIBTT~)Fn+E6rN}a>=@)>DWZ~M7&+;-@y#H$)naOvYy0J2q&{fR zTE)NL#jUMl&n9lD0@XH_Vf3ZlDONpyP*!7)cmg-~T+AuLyT35-ymgq9f|yf6Nua>| zlg3N6WJJhQ%^KeK)KQZWmVODtp!r||kYc5}mcBsxucO?5-Xe|O=8udA|H5=~Q;(E{ zPrk`S*$3D0FU)JZXmAfH=L*gmZE`~hvj8&+qbH~O*hDjnqHw6L|NC; z?Y`B|wFY7%kb#YGz`D#OX9J{Q!;tk=@5Y9bdOavuO1rUcKTX6RP;Xf)$Fn! zntOIf{79nn+i)|Swo9X;M#d`##CZ;Vm(ZU?nB*HR)??7rH|&I)h;sAPyU;Aty!2c> z=&ViS4C$i{&0#<4GpurB4r}?8a9X!QF3C~&&mG~t056zk4k6H{9oSW^eH% z4}{J*${hw33ttZ;y3V(Kj~nqmxN>v-OFyu1s;~Aglr!*~*DcJOM3K9yo;0qiyd{wk z1rve248>vdlyTz?{fA{QEG9$9Usl3<2^~kwf9+j*4uaGj@yhOMhFknpm zrMHVS-98^h%e?Alt#t5gWbm=hbD>IRoA(^YB(`fzKQ(Yp@HV8Li()auX{Y@1TNhGk z$<08#d(#CSc45uJpi)Ad&90C>$g|zTCbf}ryfI4rPWNWJW!hiXIrVAOxzu-qEf|8GmpN=z5i)XLam0_{a)L%&B-`#=2%=<_urE0c5Ht`+ zS*kCQGrXgPa}!o8+C>P#+3$sm7W+d4&7} zsfW=L7*R>Eq!RQp9{x~N;?O)9C&(_=?7V*CLG%VwbUt>Y~M_3p|6HuVd0*Cyv+ABAIm!WmxHr;C2UDU9)aEMCiO{)W)GS_ zixj%N7X7G8_hyVQPH8}6HY(MaNPw;OgZSB-1O8+$(F9BC2=}E4wnxR>H;IzTx|HWh zK49?{BuMy3B|?sV^`R@4^Ce{9-9*Za+VxWHRBT7$p@nbe;D|NQ(^Z1yXLIEQMF5INjg$m-CA9@|c>B1};?6$IsR! zDH#FAz&V013<#|t%_E@%wCUdk`X@F=$G66z%vhilLRo^S1=q-4Ftpm~)ubx35(+|Hb6@q|^}##I^v_MJs&kz~4zB*Z_5qPk zp<1IeomXo8Fak?t#qZlJ5T~H%6EiIysy3A#`RYjD@7JyFquzoflf;^2ebmjqgKI17 zxx0aZgm#nJ@7_5!AUs_+S%l6A-6SO_>iw5W_-?$vsS|GTl#-ZvB6Jo(Rgst`kIwYs zk`IThp9&W#jQQ2cH!TUA-tzc?dae9Jwm?qR!RrxmNTVB`f7-a&-at|LSK|EOzu&Rq z9>>dMEhbx^)E8G%5YFy`PV%`hG*(&fSIKzo$++YQi8#0p)gS5oXJC-n!dX2XSh9y< zw|%76u+!6Su?i9-;x!hWqV8x3&Aimp!*Fy3drROC!golyP{ea(9pbE9S`~=Y{k}Ji zVczLb_>&?c`^@COoca%;jN)J16r`Hhu6fo=dAqLbj=3tYUqvk%1#MAw-V$i%`MA&T zY)=kH!^9fVA%Z#v-$ePNBd|b=(A;JysL`nBk?i6YsVvl_4pgh6&#Q7DMQ4 zhJ<=5Rd)JoORQFC^dMZ)C^`etR+xj9X_3f4K0KRaZhl1O(Qh@gd@O})Q879!IQF(L zfs8H(gGG{))98=j+AmQE&FJ*s^N6(^QJLnf+v-D}_CnICTD=;I;t0M*BF>aSdq*%j zANUyXAId>Ixgk`cZBr-leFH(gRG4XPcQ=O+RS9*`ph|Iy3xnHgG(y@-%w4SyL^x7v z(zy*4u8tNo38>SPuH z@~dmMge@CkVR}$?h48^o+kkB$=&A@wa@*t?>99rD ze_xgNiQA(uncbWA6>aZA0l}Wi+LUIa@?mJDqY06C+FqAgQ@}d=D&FcgPK1w0NB8G` zA=74Hu_e=^vC7&6@=hojomfm}kzM#UqGsvp$RHF0ubu{)J-d4c@&Z~k7hx@7pqVF< z`8zR#fJYp1IjiT>b*iBWf1YhNkR!(wud}(~`ju4OpPhFDq`Ks*bhckXDpObJM~}&E zH|uIoLy}Mv4uXC6x+7&ep^SdTaQROKilzNd0TKR=>+aZ6iGLeDlM(%46 z+P&}EcUIBsGH?aiFYz%nS}J$K^fwK;AbEIc96pfNVvGQ9t89{*+3gq{@@;lViVQyFEQ_T)P^z z9JE{|UdU+AZHQ^@XCz~3^A5m$@}oyse8Mc)v1DoD5`97#SBi1g?vQtgq=E`n?in&d zkAtleM@RkTIXVtZu3yPs4`H=;t}%1M6Bfvfd@@T<+ji6Pt&Px$JBge%oDy9qyAche z0)3HmtCJ#nc39oGFvai`WZV#-%O^K;^m%-9@&y?DYo+z8M>Ve_8fR_sbIzU8GjJG& z?>*N^^=%JJLLNpAbH@XDZow&)~s@9ePX(hRp*EhEhkyhqb%*wE>;y6 z6vUGoc;1j)-S zQDIf_(ihB{3V}D9C|B+X>!5C{oR z?Uz-{&wWpjrJ5Nfifw8mOKf{*-rA^gh#Tr@!d)?D1jhFjiIT9up^8H`?UIYTO!}Ka z@_lkfSwfm`eY;{?J{?JixzZ&Yn|mY))Px(@`zB{^*bE@o=prPHp|kEs`E)NZf^hO9 zu}n%0?l#WK7ie%Psb3)mm^-S0g-cGDd-eI0SFz5REO8}-5VheqWYe*mu~*&jZ}2V1z+8NZ^^g`RZHwK{hT-Qvcz}SpjGCGm)Ln_ zeS0mz?xMzu7i@Pv#zTjVi&bBe;rYC1r8a{C>plEKr`)GJUrE(rz~utt5{C7s@FKD+ z=IEiYi?|noz*p6RO(*Wq@vmYw%)Dfa4L&Ynm*w+q0$5C;Z+383PD*kWv?Qxdz2hIp zNtT`^r8D)~=h-}2xhY06&ZN>7mP8!9m}VK(j|Gp##i7EjdKfw8afQmKqpW4`4R;hh zda3DZyC-z4#S(EL?J?YWA4R%Vg!jZ7_*t4HAea(1{58{XD8K?HqU7OF4l{u*NS^G~ zF51NG!y%o>dwF*}#>Q|OpW`Wj7N%KgB=?Wg@A5O@de5kW>^>z&XB|J3Ak0HBdeL+Y3I<^sC-57|! z=p>HhZPG#L1rv?=IM=Y~<<~o~+B*PEZPT}r&3VtVyyj2Ak0s|!E4WCxgGCeZCT7M< zJkw{QeNUE|Y}Z=ioj-+2S9@BrShuHVXgsA4r63SD=9L5$a==l&is0|c)Uih%I z;-fJm;eoNa!EyT*_~6{DyH+E|$7)&l(6v)-|su{cqG|~BZr}jlFb^D*e{9mE65!F94zblG5Dq5soc=%%|M>gX~`ZOW39Gs zsV06@{gQAEYm(u&Tbe#qV8*ysbpBjA7Q<{AZ==}O!cewC6>euDU0(j(T7LL3vR72I z=v%ueXVb0AFM7T4v+{0Z(bZg2ux@_B2;XWQWe0mW4$+VaK)x93PV=&CFo#u0z0FiTuaC5 z2JHuRj1#r-*CFZsWLJ@wtn%&3tbrGbTW4&s>yj}(*tnG|1Y@Lm z+6_R<Eas<25RrZ1MfZLvdZ!R~(aF%_Dl<__9BN01-)=Eo~4Ba{yjr+V3-j-;} zB8-?s;zvyGj3{+fmbW*S+c`Egiab;d?T2)o*X#fKvy{{;*u&s{uTk|KoS}gsosS&I zK4;!Xje|=m(E~{B79p9;9G6D%`^oY4PuWw^b_wMvwc3qEok%$Id<5#hr3G%? zTHtlHyquzPtUXMJ-YsSp6F%@yAzxYDxD1SA5 z>(W;doURVv-2A9t{yC~i>7;!Z+0f9eDsxuQ`EWR4BUqLB!P7QIE+q1YDnA#HrP`1O zV`PB#QBVJ0Xvv=#3aBBKI^UA;EzNPWkTd7Lx6=1YYC1dD9DzUgHCo*UVjpg{Loc{T znxbZQzj0u=Y4=P(JHcy=h+cjizx{Krf#J85>ZqZmQ>LDVYAr&Xu^?)D+u)TTkv|Oj zrl&AXcd`|2kTC(^Se(5-=*cT-<)*Kl!;J$63U`{_Te8k4FOv{V{ay-j=g@wH&EXp)q9}H6xwB8biWgi?06ndt2F`Y$K1wVdJ0< zy4%ip)NHts+++p=@^#7lLhkOj=Yb@jF2 z4zF`*(Uqba$^64rl51tyP}}KG3hQ7zj3^K0O9$BZVfZdF?J5}Z8Ea=P)8!Rk38`)C zUO}!SjO5%d26+ZV9X`Dg$xCBjfqERz=O%e)3O#ozq5Tit=GUeR2wgC|W_x`evg%xO zsQLj8qGh);JvQ+)mGAi8KELj-*NKZ!<2iaRqZV4n$nhJrg+j1 z5T28x7pf`*G#g^f&PqvNO_a5QzgRAFLXV3~fhr|`uqmJiJG${-{Y5|G3n9Y3l9L>3 znhliqf%T&n_LLe1G@aZU?WY8)5o6!DHhp(6>9a=48dvE3NthoU6!T>7#XC8-8`VaJF*UI~! zTnSxURN^O(d>ODz##vZ7mQ_A(Y#WH!%|?NyipXmy$Kg8b8A)mO+?`BiGkFR6YGi$7 z*+HP+$7T4M*Pl_v`maF)4>=|#810pwp^#C~Uf~sF2>++>y@c#ke|~k=1A*+pBiE{8 zCWdAKBlYqS9vzFs#J^`ky#5l>tZ+~n$hq)bWWhD!^2cAhXFk^FAd{=Q09fdQ)qhoG zwjaQuA`u81W);VzXi~a9CM#D2hSgS#)mL%Vu#nKbiF!8IE6*^t6mbm(N7GL<`qW~$ zY3s%Ujyp2q^4lH>fXBADXHjnfUyv87^ivkBbwX4xwHoe93!y3mJA z_Vr``Vu-<~wH77ZR54x)dHYDQC_cqLr{FFbesR$EA$9F3L$_));Y8iK6 zv9h=H9gNEDg3^3^rq4*`lb!w(F5V`yC|}qwYvPX|C%yo{Hs5dA)^=iXSM2n?l`q&& zKGv`Nf=dQl4hGxgvR81`*>lRtU!KkfPfeDdk!ZgTyu7)hxJuh`NzklqE-^bCsI7_S z{{c-vvcDyXl+6#;u_b9ouU0pAqPyB7cwuqkkznUny_lUx0@d}WV-dv8sb5paht2Fz znMS$VRRT!oAwQjQ>F*FeteMb4`{W+NvUfBI`$GHo_K^jYO~n;qxxSDv@`Xf#)C*BT z2!+qzr^{7k3r)*)9=Za!y&C#j67gL>sv2j{oJ;5v91K#e$PuyE{R6<&bEozio1MT4 z@IH@ZfAhJL?qjJ(d0X5=*p48Uc%C7pnm>;etlVY1?kdFIJtgz0 zhM}3aJrrx|DJvB9^Y~36q&oaZn6qhQT-8=LtC52mP`#!%R24XnA?M`7dK_TVv+$Ou zg@6@W5C?48X-S(UFOtFJm?ov4dedv9X3`VX4tPjTnC{22_3m}V3jg!uc5DfoU`aK3 zPOw`2&fs#UvoKxJ9t3x9x;A4=$`}{$x{B==Td75?`co1MyOTQQoIjp%c=R>5)2orC z_Ce$JJqBdEHt>q^tHTQ=>pZ7?Ea zS1XQv;-$23r^ww9+z_DWt+YjagXj?^uQtjB$wA)`IicOm31b3y75Pw_{~i#zcfiTp z{gr3U47$KgOR^VTRg2AiydrN(U8s39+|N4TCqi#AXc`^5-2sP@tRq5)D^IBseL0qkQu_v zPW2Dl&0ZJ2@=!mzJ+X>EckFGfq*N0PE1T-MGomW_T9>WNCMa5_b3g|g2&C_yxs`-w zf{TWL$Q>oLvkh7t5OI zj$7PU(T(U=wHgg3!LlQuFusjmYWVMVl9{kA(3LEnZQr332wv+s*bx%b<5&XO^NEi* zdv86I1}=r#Su#j6YYjs% z=obR=U(1j2pCFBF9xtfDVsE=OlQ{m?RP(LUkLsV(hXTd%7WVk+4}GgWC~2eJ3@Wf! ziR7G^62Qtl-Xf+Wyy8SF-BrW0#>~6pEmQog3y*7n_@yJNN+w@ zZlte~JBOk*WxZLq#;bkti684uyn0RIf=csuQp2R{H$M7IV+81nwah`?`pnYcbB!o} zM;P@jY00)_6+w&&HT4d~yT{umu{~Jk%Y{w2-b@rSlV}ufpwek&&J zgk1i@ev%h681WN~oA!7r3t$kEg{nxOml~~2Crku+J#rbr{a9!Ik<;l#aEpuBnl5+z zV#4NqWd!5Wb^ms~d6rPi4ij7p5UY~Oob#mzdpLqKlOU{iv^dUxs0E=La?9MjPDo3? zmMg;*qyncz&~D*cZVO53i68G<^-_Y;QdNExMiemnBq@)h$8Y3ia3(iy#cgyH^@+o^ z?xx{onmlgLG(%w@)4pVcWlONFooP1bQUjBQVi(S9UA(g05KAPC@PQ*i1s>W!dBB6` z7iqgBcSxkn+pu2%wfaXywcAn@u4Y>FW2YqE_|hUQiuHXy42?Ak9|@XrIIoU>h(Y1r z!X+e-@iiRSfI)P34{yFy68I!pAj%fwWd}4HjC!w+3ii^n8;p7I*zA%bns+>Zetvb* zeTKF>z9i!6D1=2GD7m5UsUM(3 zfre$dGn^hHF_(xn*$Kc$yLN^_RxR#R{f)wyUy1vsI#3r&lx;arV+NQDi;RMXiosYv|*uOwa+U`FlYFP*N{VjUkP4X(p&Sm{BWmgn;_M?f%X^lR%$lJ;^?dUx_Q%=FbbiwgZ+l$n)0L(g$L zjh5_io;fTp;UFJLuFuF$1nFA&Fo3OdU*?FScQpey^^~P>;Zz7X#kW;6E^p0xV?J&a z)@{qmz8}?L2g+6ZV|K96wm-H@z#~-;-U*r3oG-NzNQQzM6bZGS&}acS@o<$~BIHG= zX_hL*Lsc!^jN9j==P|Ou!Js1~vbq-*8VeTux$@p`7r41#^o;(2Yz)B4V-wx?6I|jL zUj+LI|3@?9rh3+xFh-X7Uc+YOHb+q2RW=BNU^gee-+NS=IOKMhU(MpcQuc7NTrl02 zyB<171cb#W2_qD6;F(Q$8WFlcXtDZ5QrYYSva5{vEe|n64YzX(o^S)edmr7ManM@| z=>ZlP_CO~07)6fIr?nfbzoX8cnb!vz$}*?|?zm8$pA}_|ETVc?ud$2snKo^T;w*)} z=n40T}7Du&Eer#*0P|xe>&O2#ttza82P3 z%HTs_q)HafsRBL(C`#__0tm^Zs`%^~SOD-iuFp$Fb8C>8V~6yxOYGD_WKQdmHaBGu zHaNtkOEVS^ptkqjIcXv2+;r2H!t25Jw9+<8{zR3Xy-Kfrwkx2+VexLYX#`RL>GVnh z*b4Ts$SFH{5Kt8tkN761M$MpUkxiJB66So)rfHu$26s=h(Hf*Xyj0#G|mvH0kQ-`U&IskC5-UQgZ5#`ZrJ(ys$wR+XQX;QJKl(w1eqHBr}O zhY3VsV{u@mH8$xiI4CFMT|a8HLI?2lXkBXkNKbki=^a6QF$Xya`uEYE3JPaF^YL-N97p@C)s3YCrQWAqqx+~gGbRPu3NAG&c_kC@}Nv%h73&;@V;8uCpNKZ#sm=HVS zXR>pwvoU?VN>+Jx`9=Yz+0}io+n>KgHL}qPZBq6U!R9NkK_i7U5fvKtWIukdNIuQ3 zC|UTKBHzUi=BmnM>PnW_C!8bIZA{G)8Zpro1B4Sso@27BwY2Q@7%_6dN#j~3wro7p zOW?=qcXJO*NwfZcYgyt#tOy(eknwZg2=l0q4R$n^GyTC<%9=5{K9x>9sW)?;?s>VW zusj9eIqPH3WzZGs*jXh-R{IR{0HN{+Nm_Se=7H+(G|HQ+@zc_uW9kcYTz?I=dbks= znsxZ#T<^kHt7y}Cs26WzM6yiPA3Dqa#ZL{7PHGINcx5pl940Vi7s^ywF}9iDFNd;y zK4n+tN#nk0tHq4~lVDCNDFm|$_I%pZ5mH`0=;|-*z(FP?$c_tp(RufX56H`%tBd2L z`6-Mn$Uwsxqx>Aji%dR~s&9e6766WJ<^)M9C!Q%F9po zNlhiL>K#_ueyD{Lc3n!rp69cU4|JP16l#pGvG0>>h{|<>Hi0ekG!1HjvMAZ zA=I0*N87k2cRRXp2PDkux^c>(AsC|E9c)rbYLE#)H_lhaC+h~GP@g^#44*I~Sm4ux zW^vde;Vl_8fLIV7uZZD{eBJ3l%ZA>~Y~Cp2u=-7E9)8ru%`5C#0xCYP2`N&~Eichee@V2YlcMs3L=d0o{3B5S{r|AbW=Bp74>18!T zx`l8ey#VJ4!Fa)8x$iOOz?-jTfEXOETUtap^#i#sd2Oz4#`c^&N2|;w zIbbioBQ;l7lO8zWSH_Zx65-8Q4_m!nVA@x44xHI3ev@MFN4m)`isR=YklMmQ;^)mR zCz4rc{I`b9-!Hx`OQKU5WIdA$b6MXYyEh3W&L!jy=DU?xGMxf)j-yApf#$z13KE?W z#3#*&Fwfn(EJePq z)&G3)QRmx|!>vym+(^g~|F8z7|7nNJo;;sj(bg#mjeo@MVqvtFXN!qYv=)Xf{vV|} zV?i8#7XACSlf$#++7t29V)i4%wq7CKWH=FbcvT`Is0g~Bx|}odc0HTBj02L{8IDnJ zrflH}`J{d6x$2QXXfkox#;8j?D@QU4;@Si*{;!eX1bn>gxZci6v#rKo0v-ckX5ZdH z<5@Eo0r&41vTpuzERa9$xi9vE!#<%%j7vR?@lrXl`u?&n+3W_)oO6($-&Oe%s!H{O zs%+8;Jj7x|0Z~)Ba9nZCEqpqPizxGskM1wJ@6D#|1h}GEX@GauoVSocK3k}{o`A?~ zTT`Y=Rp13U5l{d>l>3VYa&Uh6933j+#BoVarJ&)(>~0|Q%d;;0y2I&sbB4#}Xib5h z;}(57;=(q&eY2PkEF;e-^ftGChh4K;d`8=?ggVc-=XBIzbXtY<_~5%?x{l+D<+TeX zUqp#Nv(<9aDn{xvsaxA8Nfj!}3p74IJvg9U^qse+J<2#f(4w3+0dApLM+M=ZT(!FO z1ar$*ws0yPMpvp~n7XKvj-8JBtaXwE1^mIB6ltbMO)b$KOS6A7(Am|p{~bol5?f4_ zTq3CC?Aa5iatz~k+9YeiL|rbm+n3(ukM<)ASNoOIy35SO6BDS)&G0$>zc9l>@H)8K zdjDL$$3Q|f3ah%`b&}rM0ONMLcSM?^gG1q=jRU2Yqs5q<1USOUcQahBKJQRcE4get z9E?>>1dK6dY|KZK+Bwb!Y#B~sQ7{WlBQMk<$~d#z`sey|9R4~4?2{nWE7j~KL~$zQ zh9qpNrOb#!uPm^>hl!BXL34IT;12B0)Bs}<(L)!gw*SQn5OvI700t-efm1A!pVGy^ z#dE?u!AWWugE!*yv6+FXtt|)aa|7=hn*DxmQUonj7a)#jz>juVgb;C|p%7y1n*Ctp zTh;Pp8`vPTfE|;1%-gN7VvcaV$*1d+7MB5{x zw*|icj?Q*b#_>!o`_lLN3}BxEV^lr0b-QaRoWnZg2u4`sh^8=r^64m+HtU~EB$b@Hlic;ncqJ!~YD0|K#8^84m2x;ekuw|N}F&MD_ zNo4DXy7^FLo($WyhffxJd4K~uk796Y*SpSgl3OZho)*!%tO+Oan188|I8DwU(9V25 zVMh~*uSl>PZp;4u^=JoxBwfYmkscRT(pIRkaj03oVqbaP;M1>yU3>9T-H6vNiz9|cTN^0d=WFzCb5I6 zz*Q><93#4yZ!&d@*%rZ+beVKXzLIN90+0)&%+*s2ezH+GCR3yZ941*tbQ{okTAa!=1}NW0OQK-K^{?qV4Itzwhlnv7Bk>hTb~4W z$@}c1JjbvS(ak5n7<~i_}WAx_fgjfs*5!W^GUYvNsN}}HD#mV zrZY8dO2vf>&m>2DM=0Hy8edK?7by)POqu~|oAaNk{~Gs9$@i|i%3f}3kL0q}LIk&| zxdts0`7igTKJpWH%0O)=VJU1IU>RY9=t5a@sL(y*`Ndgl?}#5@OZ~9z-fV^Wa0a?DmkA+{r*v11sI{O46Bn7l5pk{m#3Ou=`0qL} zA&0a~!z<9I47)pkI>K{@E!(|(1IlcKiN=hjv|jq=A)FcN$yP-}S4Z?mCE!=--CJH0 zuTHc(Xv@4=^P+UUh!sw0`eTQQ5G0946Z4FQUV0NYPSB9b&3lw8&4ETP&In>loAv#PUfq!Cla@!qe{_iSqVA?e)Gn&D@!cl%ey%#D#m0R z_aqGb;U4?IKbn1&k3~3A1#i&>)Zl?+9wLler%Pt0$&*b@yRo(A>sYJ@4A;VIN@~G+ z`TtT#22>T=h1BN6NhLs#H^>%`E;wf?p9#7-^hMkg=LH+80MlYy$uRnLLq`k)ab(9~ zHhJV4tM}ML$t}6VI31H=&;mfJ1T zC)~Y5?2YoWWm3T1EP3j5{0)kVLApsDI0ShOFd-lArvY}G*`6@Ch83<+LV-66DF*P2 z8aG{cg36gv>Mcfp={^d-VCS{3tO-Z0u5}pB0JS1-`ENp}?c8`~J@RJX6%MD^D@~)C_3&$x2l^&p%iFbxSk?2 zLF?eU?ngQ@Uq~C+0r)7D`WTRfvI)4u%hbQwdqjd+nYO$BiN6=&`J!WI`C3w(jGxI? z;Y3I$Ue&Xj99ql#QMQVA235|I>!*!T?H-cIsXM^0*v#fNf<0h|n=QW2Sp9mM=Nu|+ zc>6BD?L%`stwtm1S}AfWZV}2>7z7ak^fY(qDA)bTrq!4Vq3MbrQ%SdngZK%1X-ZNW znY5Je#RJ__QT;oWBw1WW&mW;+#Vb+W1eZ&)cNFLHRq(^D|Cgiz;=+6YusyI%ehWoq zsORwJQPSSsr9#o4vsqvZ(M(k98scmkn>HQA(m+L5=)d5(*>_nUh$?N%mz`7!P&62_i47TR{v-Oy)xut$EQ8vuw$Aq4?h zTnb-9ZW!dM^;@V**u$^U=?@f^0|~q35YG?AL}Nn*QuL-&2AYUR>HT4)$zu>Ql;T;)#y2v z?ADf(w&J5i^fM}*17Sj@3EN=%cXZ0<3ZRKtU7HOBR&|TkdLr+<8~cr2@O6;g@4*H! zY17@ef#FUp^%kQ1xn3M?EGBu1q_;|a?da#_HNfO~UT#t!>OF_OXLV#D5BX#w`Q+(M ziel~88J$PAis}N8!A&6JQLQZYhietPh7biufia@rwxER_FpFcbh;!iutB%1coYU2Z zFZ=Kd{!ZMb_`P&nNu2;*9G(dPLfWoG2i$t`YaQkuVI47Ko#hp5BZwfd&d8;gc()0X zSJT!`8g`<8O|V4L43}i?P1z_E0@F0{q`#ez$ThESgl?Z7!MS*b^Z2+H$(GKUSoU!xh2t=wr(qz^TLTJO*D%67U?fKjRKgSU#*of zkSV4jW!1SxYvQ~q5k2^6XCm0 zdh4?be!-&C!CYP9?i~eLEs?1lf~U9ng#O}s~{pfCfI`P zm$p!WXLN(dNt%o|PR|z>PM#PZNAUE<${^wi$rYr8@&ju8S+~AIn}^P$JwGPOWF|PP zp%$u^DLc=C>tF0>0U7^W=ziO4x0B78)CFQ_aSPC>uYacN=cR*1eaAc;%f38`F>tlM_TcJ55CBn1sz;RhAy7|vAFz<3 zfyhZ7AoRU|7-<1*XF$G9uUvy-&I=gVZM0D-XOt()-Hwe_-dwD3X=A;Dt^Fr!<&~k1 zruXh_#uST=?7kdKLSLWs&;gXVRuiFFu%3hwrFJAk`B5I)wIr7w(vzZt(L7~Q+@I_< z4h{gs&ybP+<3JsVP#%E;ENZ@9iVbWRv96iorb92RR#ejz#3I8hwMKVRc?nZ>q$r!% z@C8gv7lefMtalw$D?-W1h$i`E#|`e6v@{(sb%oAu274=OGaCC=I>qJJbk{+Irb~#$ zx*dAtXu!hZ^4OU`*VggkR>P2vM(Vm-o-&WlgW2=99Fqb^G!U;=qU6V7bcP9sYl=loAfQgrV?0#z zvWm2xT$G%@t`~}TRu#;Nh{l0n-q`|wF)RxYW5EacsqmLhdR@U%bN9o@_ydiN|BX&X zvdukPWfwciqR_Yx{F;)K&`yXekq*fNW9@xlCyLxw7mWeZiM=X<(5gCMI1U#C+@Hft zKQWk%O8%RG)zWHs8LVwMBClr2ccO&yxJ{#z?`LAThHEh7c+THPUT*zRMvS?|gP!Z_ zB4K!-pN>5#YTS~LJ?bP4!};frlhANN0PQ}43Wp?MlwtJDA~VX{C6?6%=+vX!58pq2 zpr}pPazypF!np{SnyK?CcBeC7DH|qU9|@<{U^Dlt+4R@6fvW{TR1pC-g&gT`II>{_EEaozW+v6=;T+ zJ$BAc!VJ>lm;@cl1UGq^+n>mxg8$E#=t|~~nitj-(wxqWZks`>yys$l|7uGsmUXtm z8o5v_7o|cM8S{`~JCd#&2+Wo<9rn)2k~!<;rYSisJEfenSzNc^FEF8r(3wLz-4VZi^t`zAZwKW?VB zds&eK*0-a%Qcg3e=BTP~M(RJQDBms!m+EQ8VtR%>0QvefrivHOCIOB$BcmL)cf0p# z#NeL}o4-PYIf|5Iy^Q>LJ`I$~mUXM?3>}eJ)ia&+O6KRk`%#{9(ItnJV@9(bb1cc5 z5va0%z*RWV_$!Rn@5K7O&CB)scHUK7M$K|(qo2tp zSwj)#VJp^kh=qyH6KUwuxD}tvBrQe9r|9K?! zZvY;ave+`zsZ=q|M>BLPFxz8Et{4p_=s2M2e;i32Nm!4%md6S6E6a*r@_TNYY{pty z>H%IM>-G(#Zf9QU0dpAs@9bop)#UgA7BZ{yD%1r>vikbgB7Rwu+~*eXS}s9{9SYMp z|B?OMi_4HjOW=179a+P19y~bNP521{iiJ{pexLS)xVk|zoC~9B+!rj}RRf^8v4t;H>f43w0VM8X)|+^ z4pw18%QImNHpHK-a@x9uQh4f3^G{|l4z=bYy-xcX`t9|0oYsgm@l>|7$1LG{_I)p2 zz6--^&)Uui+oeo0_Ui%$)e;gd^@_FW!`y}qQW~z?lg6I~{pjfBmmug+81YvIqDvrH zJfD`16Tg~qlM+l%iQ(G|GVltVQ8W0#WC8!7XSwk{l1?%pNq^JoE5uY7m}O^~%r0f6 zblQrn$$jM0>eLmuMPWp)|6b9gfeA#wkvTK$UK}d-Z@aT2qgc|iC%8B_QHKxeQ6PQ( z=6<5z4P}7~=;(<6$`=9Cvh@`oFZ7R99be(aQCU60OzS zf5wfwE|-#~Ar8NoCKw5=cs@HNl$4TbrFxo5syelM$!B?ufOXjE7O-6%2%i&OpZ$gS zjH}b?twqV?jjw2ne_?t9dOJ+y@a| z#YVrxpC%7;>s-w8Z{B~tSV%Hi+>7Taz#w2p)&JBGwL;Jafm|_<98DN(Mxv)n7P0)} zUzxeM2+`oG(szsh0img7vbpybY})D_oXMxpy%s&mDx#xzGzblZU6n%<+W z09jB@xwsT(OF~sy6H9+H*Pd{#p{H<5T(Q3!mO!q`N<=WO8r6B15iXy(E}54IGN%UN zdI9q}7SOTpYv`%UcJK5pF;vt}PZC-SnyoEGG&Wq0?_3`J+0pzR1}PE%B;#{z0rclX`U&T%yahR&cxyioKs@C+|8ugxbiw(@Rp=M2BDCSE{OK^#)>G%hiI1IuEHWv z{KA4R*N@=g7P(g>-0ZQNO$wJ*^VMI+RW3hIijSC07B<{r?P6$vwg(wWFfR}U--x_< zNY@oaKy{A>76AB>8Wb-CW7EO{Cvgm{)y-RIh4A;pukTIx_q)@#hh!)JelcmWB-a2k z0_a1Ncs*WM51!HEivx=L0HjU>MX%{n#`7<8hnc}mxKJd?d9J#ejMGjha(h_CVLQ)p z^xSA>YV~vINuuKw&|JuDFH>agl2#_RM;4$bC1-zv^HwdYbWv6)R4VMX-vV_Jp3cCI zz!j$DzQge&i=P=8Pq;==g=#W9V4?};PL$ZAms$IqTNFOo)iGf&HC<(ly zYfb*~su}#pXk-0FIbO2LUB9*f;E8-HG6W86Rt_0VZOH=AU#yO=-!#&Y(2>Lsm^Yw zx)X;~)s>M6KoSD=aR??I5C<1S(!=K@1E!LP22u!q?yK$i+fLCYsfY6;< zGJiv(OdPmdX8FtfaaR9Qs+mTs^D*Jyj?EDcp`#s$7C4Orp&2k3C=K8l`_sQvH%^dv zF~5ZTg`*O-rZL~^fmB)A)%{OvQNzF|h7$?K@AsKcL#EVnIwcK*L4~#=oj6H=;0}@cQNQza(WH=*a9r0%8sDF{l5Lj<-xh?Jop#pw^O2q*K8kpyHIQ}L z8gI+*Rjb;Rsk065m&0OQIE^`mO;W{k<4*Q0&OjP#3lYk_$H))!2o`)Bszdalx^9S8 zh$Bft#-hrv9HSpS10Kh;wPSJfTOV-dToJJamjbDxo_tL7g%c(!B!OihW&e75WZ(}i z_^R-ZNHJ~n1hR~4@X!jX*R$jNK^iT@IZQw!N*!!P0f&8OHyz=>eG8o~dqXHVMG}*q zKhtBMBOQQ9?T(=Vjxw*tvOnDz zmP2RF3A2<3L?gF@t34h*$3^-R`FB@QmOWONBdINYl>t|-Wu7~o8{{_B0K=N;B%Tq$ zs!;rR?+@-{cZt4W`7G97{}h3K^~kodi^`Pt#}q0*X+=6n*KvMP+A2x5-h z`Nwx69NO(JxR;#kIgS~EzYfry=C)Hty1u09ORs$|6R8Ta=v*?INFvG4l_-&0NQX%J+YD%~8%r^IU-skww1Rt7(F;aebD6 zsX9X7E}sXx+6AXuHGAWU4fVUAL2*%@neRG`AZ-=+TTqpC!yJujyEa_vH1wv+ro z;u?p80^+`f0%KULC;jJjZ_nO$j9<6+%BGZ)7cl3G*SdRSdI%Ur`fRmm^mSyWDTXNB zLxmMM%Y7kw%fzb@nUBuU^#?CNXvt*sDG#%yvYImzw^=ypNI4|^b=4~u!LyPz{xKFt7#BBm^QQ+DpDLXFQ zYxCcj5P|1QRB{2ojv;=@1D_X@)kk@ff)X8!iSTl2?dYJ*450Rfvg|5uFP{6@s`9GTrE z^zVN?J^>eBNo(dE5|e}Ao0z}MZQbiLh_M8O)0I_bnPX1_Nm-UcF#0l@5>cZ9Ssrc` zh8xzJG{4Nq1EsYfW+5tcR1`Ldet+aqSvea**giF1=+l;d1h1fgU1kyEg{`s5>8a>> z7o6Rzy?-CU7uYwDdsP&j`^Hh3a92a9p>jt73p$}r=rE2E-b{RJ02=Hq_` zhlGp~D5n6S1^hFq8r}dPGvER>#IeO$d}Ge^#Ak)>8O2YO7okuv8x~m+jo_XI36!2g z{B}~Qd`q;ML_g#!Fl%hRS)g)_b3FaJo1Y?#@9whGRkKVUc^L@r~c zaKD(H3@ZRg6`y)_#Dm^-YiXCZ780m=O1JgEcb_qvzPf#F7zbrB^L5e z)kAvw4n)dgAKN%YZtG~$!-Y#CG@iv#GXPt{2_Ehew9EJaLhSG18Tkf+360-vOKOC+ zFqM7idB}LZNPHq?cf`d;kobiOZ^li2gY6^#aSjkhi{k7-4Scesn;U2X38R!~v}`_y zg&?hk(xBzz&N*K^#6D-UNG>HC48cp)6DwlB`O~Fcgy41@J&QO(EJUwO6iB)Smy$0TkJtykO3V&INw-@G6OSIVMAnDq1 zss7GwLrp;l!7v;HXP85uN5$_LgL(|XZ~R&Lb4V}u8>0-`YkUv!knprPh=R~e%+;}a zJ<}3hzqzdHMz%np7$yi0N^7dXc9n8=Xf#6UW*N%i;R>w)(oBrY77sNZY63_3du270 zLNzWo>0oepa<@7PZYhFB1mbTVns}E#e*g3w-QQ6&!xTq5NfYpw=xO+2JVb3B{}2H1 zmKDU=(&sr5OQsu64Ad(B>JqaeTox}>`v)@#{ifftN)1hl4^+)T13hNq%X>#EG}}s_ z7?y(>-QJCSacD>`aa? z_uq2S?7_VMMy6sD_9G2Hw~bRQA`dlMa;!uur!ZZlVYY+q*k_=8sDjZM)6_x@M>&A) z&F_M0q_FpWJB6fbENcix?}`3m1(a#H{4H~R^2b6}Mj3(%kPTmPo5W@>g)bF!$e`pT z8EjE<6Xa=sGdnVuujcYP%NLPs)QT&8Dz0hV7eyWKX~W*;tZ4|Ki9KP=e9T}Q+#lJ| zc{BZ14B@d z*-hTzFwm?XJVJO)cvy5{Mz6~e63s<4M+4UXVxJ&VwR|z7v)o|i-r>S~3zyQbgwS9C z&CBG(&EX?M*?ozbDO;ZKy%)3)_bKMK=inDvFHpbigwa>W2u<#dNZdg0P<~5$C}}2p z!x1{#e{hV}>34|Vx|jS%p0Cxhd5zqi|8MT&)^*BQfa-rGHh~?tGX&DgYmU@a%G58Q zw;WPu62B1ym>2QA9t&#DHr8T?;@Hm6qoin2fW+Ohi?Qyw07uh<;OofVVjhCbf%9PARf-T;f35UwcYL`%7~e z%&eRCLw4i3JXDMfzw)BreJYzr8R?~Ptuc9dj~{8CyTq#(yCg3wG`E5*}ZIQhcrlRd{!owM^6L$ z!H))~I{0<|6b#0S)|N^Yv}2KqhapBIP>V#EZX+}PrKVdzroSN72RLV@X^ZQ@>BvIc zN>oEWT|J}-dn%(=tZ{VwpRlt+&}9muP6(SvkTkC&9+*wh%D3K@97LorAYUej!^yjd zcD$GLOz@yhR2P~JPQ!;Y)@6QXG3agx(-5{@?m>Mgkg3TMd+}5_B&to|p*_cL5AWxY z`)5ScO_i2Q@KbXiZo%szWF%eyzPeL8LPnLOm!uU$W&ebkDT;wgetp0sAv(i$=%=cG zQ~7xCC77WCDBaN`PSu~?7vRKQE6XfjCTM51rrYp(foGsKyqtv}S@=;Nz7vBsqIsh&@w>vtk!5*HWP`PZ_=BZJz0ac$z(CLc}l#6;Y>NfLt%M8r^YCmmZ)P6J6Q zt)x*+@2UNSr~?yNouvodtxj}xrMM^I+MaDZ)6=0%8y|N+ORxf*xNFIBWjwbGk5LEN z$fh5r4*qBJo=hR)#1RLbBI&7wW&lIDFUsAJMWaU;Gx>ef;!UFH(3N@-sKC-NC8x!1 zdiM?{stlaBi6h*ELam=>EugY8towXj5VArv@Mp#yYNWl&A5*O^>f#MbKO~Yw(?AA1 z_Uk)gd>(3Zl^x?lCc;c{=r&_}Y0hV8`JGrvM?KR$Ulr=rGih36#TxCi8XSyn$?%p5AI!`RP? zDg))P-`;(&o=gkq{`vng03jHUgnrE`@U%de3oeFyVct+*clSw{PU@EvFQ;Qf0$qJf zx<6;la$+J{$~`+0Gf%MP)|?tgc2B&8JaXGIkglTRv2Ck25<;pA(PvyRI>0GCx%Gz& zr+%?;qvdz!`x}a)%hw@!me6PbS04-B7slBAJt4~%`0fMKCr$ef9}4K@!KF1QEDB+)U=hzH+jTNgyqz5K-dn znV-$y$;6Mmos01sC~%Pa6ej+?(lq3?4-LBT9@r%j=` zeSQlqrAsZuPtmlNVSEE`D57_zCI2lgct#oKPeIg1)OOzs;|s%5Wa}d)>BZvq`XKOLE_1;vIEmSLEc<=DM)HyAXwKs;f4hQ0Ey{7gRg zgZ>M#PPU<0GWl3VbaNuTApJaq#&6zD9_()2z!dyuV3rsOVlnSRVKCZL+tu+SSIY;o z?+V2*FzQYBC2}|iC`*#`BE)gy&*F)+?fEwXF!#QZF>wdazRN~?sbi!bk0nl2h}e{2 z!j-CiFHrNHpCz$I`+KB3zNT|L%e$s<|hay05 zUjE}`AF0jM@Lfe3o_}-Mz##5O+UL_4J`QEh#@&SA=vs-pjCqIBul#S6k0pEs9eR#m z{%IYM*RLWg8Qen@TLD%n=dLUvbEM^F$NOcdta@={zb6ZwGw2lC?6_lgxb ztG$j@$DR#Q*4f{gE`&LFgppjosB6PL>_5o8ZmBYF%Y)%ws?zSnj{JcHfH`p+qj!C+ zUQRwmryj(WV`2u}u1W$`FIBQpQjK?lJ~Wf{rv-==$K@JiJ0X<_zG>vt@9}$d{qZo6 zpS6%tqvV*Unx-hZL}--Vjn+<#k#e*o$G5)4QSGuy z@7Z&|RWV0hK0G&kglrBFGYT0Y(!S&xyms9)Jxe~?)^bGKSN!%ouT;C4kx?M~CwH{< zpIdr%%&#BFKrnX5libSB!MF+26YP`#q2*HlwUx^s6t|0p=b;UiTFFpq-1_ACA-H$@f_>Gl|9lUp8O1fXFT`KXY84A1!_aA zn+B8JK&<&Us{^tpmX*#7VmCtRmG)Ie9{ruM_a9i|UT3tSjrd+6{Ya-%@9kw?l@vEg zCS`c)`rdzTDeJ^!zsFU6Xs>;|T%E=XJ7QWrinnV~nBgx5kCd~OOLeFM!4=84O*x&z zO+;bd38T$lz-kE&I0pN?z$}4>BM2RvAH8md0~tPKPnlTmFNmZMVglZKgv`j_-N47MGXz6 zRbI%KPe5L*sbws%N<)PM(JYG_Kxt+9cwiT_n)(8j(me{rg#qxqsma#%%}1=@{DjxQ zPdZG%J#4JtjqF=bPK~^G+r6f!uln`^#&BYpXm*nKMJ9P&K0AkscFqnbCYG>PzeU$~br4m?R z-WNcp|JOvizQ;Cc;&YExNUBF_jDgb5NSrkl`3+AKex8h>)|18M=}>%;)jNQKpLMk zw($#OYa)eX+Rwq!PO6y$_yGvMT?v_{Dwik>mb3~sNLXOzs8)b0FdOkB&vol#saR`X z;&_p!VMT77Fo>F6Dve!=P6IwP7+$Gj!YWyRq^#K}lDoK87$Q>v7+i7}ils7b`4!>t*hg;-u&i+idmi!N$elh>VUi4L+bKAB3Ig zu^c4`*{24!Wg<0n)jy;!gaCs^1lGRre@T1l%;ChS>#jY?v=KM z*|>`JsOa=^kXSjk_lExCY&=IUv#$B^N*jCk9rcFgN&)Sxk134%zU~*DcWs&Wsb)Ky zECE$yegi+x6=Gy#HRErDU%r=Y;a7d?9WM?oVrFwZ9cC2k>+xwJIy?g=Hs)#J;+iizbn>BFnC(~?L{0l6o<*Yiohvj$!}QzW3Gp8mS~29DoB5sU3jAc zZ!uqkcN7ZkTo5`h3aV!XkF&WbAX-&g;M!68sd$m}mq{fZyPU~T+)olryLw2hKh1Yj z2@@2=Oe8c^{FmL}P+yyT5C1G+fWi#xaPt)rgyrCLEIYx$Ss217+CdTgf1xL9X&-BUzKDbmZ=+E=vvZW_4oZvZJFR-v|aWq2uAtfqoP?-8b%LGBRlgVqNkO_2Pn% z5nu>A_lSU5<^oq4UPsd&Mh?^_pt5C{S7T=Wg3^>3dMY{>$ql>YWtu&iL}l@5YT2a# zCLZhRm>)K$0bdlG@hAn!UY&)hm5!(6`TgxXZ!YG`R=Q4(CB^+2DVR ztY!v-!khW=E(kcpyZ4TmSIRq3UWYz9O+%lySjg9DBR!H_fDO+ zJuhim?F+@fUD6)3Su!Sj(;*?JKVy~g_x*8izwez9O0JP$qR+o4N+0rR_WfstS{VpO zeI;6zjH7u*;V>tfVWUIeQ;zKL8bx6ML*VWt00LlyR}atD*^T~;5X9*mo{)^GpRDcT zx*S#;7#eqG6w|*YL>9z^c3qkxEFj-~(m-zXm#+0>S4o4XENsfZ76u<-d6n|+ug1}x zSIP01wN9E{?gb*6WXlL}^SU6;5h$oMNUlvWCMT>APXU%QmTc5;hk`XrpO)lbD{z5F zm{IN~%JB}R4(@zOaPp$%&%z9bKRzx+x{g-90Wo0h7@kxJLGV~0Ri{R2%%?6>#1?U1 z_e-ravlj%zKagjkGHtN~EnREK@d(iJ9;q1RDsfV-W#RCoyc}JJmIgVU`1S38>3Z ztY!mpHXJT4M^*P9XP*IP+i@U8Saee6RM08QbjNlVb+oMza}Db5?YN<)?MXs#g|%Z_ z89Xvr92ed1(x>7$f{l&FGj*s$0K(CR=xt)fv~@eUVw?Xv)8;CRhLcI{DwQvn853k^ zggWr>o z+nMsyDr{mrxN2IbC~dSeprj-M!J56Jg(Cv8e+2l)Y{SoYc#KklZZX3+L@u( z+wu<*qsqN{`#rD&nCL1aIOlpdob}t|sRc7&_)7w!wkyGtCw%oA|EgfM6k~rA_Gw*$2>lz^-~s<`x&BKYNQGeMBbh{EYy=ph_l zzNVq%{2AWTZ+&|zhpzruW_}HmeK;m36q3evr_o#B&WLNc+{2veI>hrI3zekxJbRwy zeo_8?i0C!wHZ9n}LawxY99oFktzdi+7EtfNJDkYyHYfN49TPwCDd}$dw+y&~J058DFa-dxmbSxwf(iF-bzHl4^Hi?C)SOg zLnNqixiS&+o~f+Qu(SOMV^l15i;i4&__$jdUZg-408>0%$$ke@1!aqgOQ37 z>r|$os^(=U3=}4vZl(GC+B0spScMTCL4X6z1^V=6ZYiYBM3eNstgb!PhWfC4`r3G# zcn^wGB^jM#&}^8gOZk3JFoE13#y z498}kHaKz=2E18-9EHRZ&q{91l(B=NzAf`7^Sqddn)%W8vC8ed zgQ`r8^q0dJZ$L)IKE#FI@U+s6^{heqUyyR(f|P43F)2{9R`-$;p3-;`llm*kVirHNv9na+ob zekM!K>G8lYVwcsJ4nNA?0rJVA>Uy##IJ70NWD*1bgYKbhkZs2+QJJNWss8Y30?)<0 zF9U$iS$^j@$Cs>R87yy1oOy|%ej7HJm84PrCM#%lEc7TgUJpb1*ePgtvR$==eG5W7?K6v5Yg3MFWv{l#Z`u>QyXX={%K!*usJ#SGo*H zrOM7nk+a$M@lJc467zaRtU&3L!P~S61Ys7lE0EBwC}h3ztB*RNAIgXjbEXG)pXZ@= z0zpkd1AAsVl?Yo}`%ASD7)+juYSBtBxu*3aqW{YLFr`?Bpc|6yn5RrZ?=&+j>ea^x zoX};lybp0sr-_tPDhjMCZM$itL+Dl`FZj>UB&{Trgi*;ge_)kckWme($-VN1a;ntb z0VZRHDe#H%GaJ$LQGx6&Ybmk6kU+i_L_ebsOYRGtW-RGxx;&{h4aeqz1M`7=4nIn@=C5wf@;gH=PWkQmtTHB>n=^qTJk`UFXSD@gzWQ9ua`RT6MGq_v?U|1xTGY z7eJkVcq0_voH?=twnTK15Qod)*E~UZ(ngm~w4l^-QYp~twi{<(=$cH8^%>jxFQF0Q z4@5&r)a7&Z1xtDj(6F#Ce#+IZN6QU73Jq|k6!%(1;6$NF+>LgOE`$1NTfWZjNU@Jc z>xg5Bx5}9GzpfQHnm4aD;gZYmYLAG0(LM4^3N8?8|MG>Q78_P0o{{aJkYDM`0z5gz zxw^yZ0%m^YQ=T=6H#4}(Y2PK5W$Hrsyk<#~lc7{=AN6L;4kszTR0EocB8_7{X|rDy z;q({a#^-!6M$uWw9NlW_`pGGDht*O{lP$HDzi`5NH+C2|en$x4FikP~gHgXv5;Reb z^K3KQOT2VkZo9(;j&q8urGEfMk5*R<9eSr@`>ZzbPUBglRI2$O{N9>?VLEtDGt`bo zgV27TmIbX&xG#a(vGBaQ4Rf{~dJ-J=I&6TX#N7sG^EB27(&HKu&INcxDQ;KWFX3qR8HtA;uGrFdsf##54mj)UN_bMd zkdu49D(hQzLfkVQ?DK(m^!HZ)gp4dy-_i=7Y4&eMmOB14(O%8kX1E`b@@pNyf%W()X&j%0rY&X)7`HMe^UvVB6 zSId(G414>bzQ5FjXK`5U&K(S(;4Z~X&Z%kj(S^W>&&mO3#U!K+3T|15Qteg_o_9mY zGF127#uaP$O30v?!rglGE^hu1cU6rR?|V))P~bZ0NuYfu%~~MF<9PL5^2JtsfQ_uM z?Z>b^cv$)E`+jx_Y7sqZt3;QMlQ!;cQxJjXSx{HBZ97shYF+GwxtQGTE9DyKOq-?O zJ{c=k+sgSkgEM12sM%4FkK=lJR+T5i=h0g-sK2=lOK(@s?MxoAO^S#>I-7uo(=*tg zn3F$;uF6|rl235iF#sao#Kda9MsN}dy8vXtUpPF1Nqfy_daX?L_!<3(<}2<4o>q9C zvIm4@QLqp>l}PLuHQ2NjN`$Psd88Wq=|-!zig!hYI?NKRd~(qS^8m#J3E&RODkQw^ zR;SwP|?Xagn)m=-3=6;MswPv=qIDkDA`>+@XI(t^%svs!Z~(2O`PX6 zkbdpuI(dewOAVcm5Pcn0K0->PzCH@Sb|s0>zXo6gmB#^HzbuTe13|@VGX7ujjjZJsN(cZ)P1?2(xxH9=N9>G0{`Gd zTj)eb#E%U_sZK_==N5?L>#fZCI#@Q>t*T?sU1Y=K>6Hf_zwNU?;dr5w11FM8FiD#LJgm(TYRA&&jgH` zb>Y!@jE-~wt%)9^Sp<29!8g@O?iatc@Ui*0mFMae21Qgm!cgzY)viz^Yiqb(VK^!t z@uYUL1DTajwzku`F<%NOe+X~)gF z!w+Thaw~n9n2UO~Q~wDReK3oXj+v32aGmYfph`3@^FHbnSn5$}*m&KFrD2FA-0TiS z#WYm+QCx}#HI&zV1v;Xern6Uu1zc7kZ)844qKsc5$)(uQ5q26$moga7qxO6j)x@6u z7LRnJVvLw7{;s?mBc2$qqwk@DTiNFqBZ1m4MY&W*N#?d+z-zYDXC~EMlY109rnvxMC_4l&{)|288*(v z!V=jOB|Z-+quCR=NP#_qof8TyQsCrXKP*!D=Q0;>{Z+s$K~TMPsAt@`z&CKW>6Q6x`R7Djj2WB} zZdmA{z82mm3kIK`uvJXME!nEf_I6^VfdeSy)Rnz9$iav{_&tw1M+ezdN2m|}`^)@g zqK;2pWK$r$;ym9JPX}2%J)5lvoP#?&QRFRqdbtIm*jk4m%im6df7FUnA_#p6_`B;? zn`guVr`K-gGbav369FLECR#o) zx0JsYp9IwAWv|Vbp?gjHFvQ#aHW;LiN|m3-yV~DJ*G_NMb6aii4kSQEa7UM?kSp$Z zZ?`L+o&{@yzFv4P?{1m2RTfR~b=!&=5r!VDPH1(476gkwU#vZp&x-ffsNcUV)38ig z?SGrei!cd>uVyW0fRHc`bw=yRS$JF&A^sDq)LoiXmQNE0fR#n>q9l9f*?|@X>-z|9 z++N?pu_wxVA+UajF9x`Pt-j#xNnCepw|SHn=+Ycu&16T0K1-Sfhz4GB9{H<5(l*Sh zZE{**%TCVv~!y?b{t^N>7PVcV0eblJ^MKB|{tsedZ0h_N|l zGj6xDGaQNHx`Cdp5(nPyUR#_5xxRDv|XK$FJIT?+YM?-et7Ohf^@tDK@9d zCf^MDo*k(SaQpeU)yLCl-73S0Ng(Euv&QaYCyuw8SQ0tNpFjO0GxjgKXgRg6?b?TC z$ha>HK2#S(t;#3jozZ#tuU%ifAV>%9XiFv)_y-l#kTV|BpnBnFz`8IjFm-+8vCf@{{{Ru)X?m zEXi*FCP|er+ByQhBO>VjTRl&3f$>@iF(K0AIK<#&sc#dkoM(mR%A9D#yej;;t&)EB zWFK%qfa57&pOshl4#Nxm!rVA!+iDMm8wd<2AFj~{ZK8Jr)3%z){Rd6-pH0RyMDj@P zNM~L5_(%XCnzGfxHFRYb9;T~M@OZNb5j!dx9K27Gk(8^`A_D1}*8O9~Eq`hsRI5XG z{=5|;CxoPdFt2GZ_vnAxu&fdWD*nkof+5s5y$ff8HS*TUH9WaS;r!?{3?HiNpn};5 zWw(>tO1Mh;R6f-`G|<2 zE-nZ2_S?4!*c2{BP~T0L7W*&mQHSV+7a= zC__Pj7hd9+z4!F0zy;|9+-O4Qh}@G7!YHOz93@x(4Kay}l}*blqkOPo(gzC&r@e3r zu3wC`uK`{TL5>{Mr+PG5sjUlkG61^XSWzqBJlj&rm2Ba+iim=2hQS-GDF=d?W(nYC zwk~d(u9H~($|1cRvk8L9!%91>{MjWBZ;yO@e9N53GU&pCzOg5-!vpB+DNIzq=;pA6 zPnT9vn#m4R!oFOW+8n%@+m>nb^7EUMC~j*pq18!hI>8d(nyxPel=*Od7Iom*eOiP% z!ZUPLUjO^L5MfD|`#Z=@7v3fD*4nZEvc_P#i%!IIE!mwiP)GdT6>}LS{?B1J{#1B8i1nmRzcLYx+*czH=mwQSkgxCy!C|O`lT$;Kr&G$< z2OqXfesCJ&Qg+W1MnoLgHo@&CF-Ka?lw{Vb9C!0lafyKY)q_QRGdqe#VGz<1?B1pp z{e!O2NzZWyveS3|GS{F0LzEGr*4qz}*~3aCuGGnGyxo(rx{vPccJfyQMkFo;T94_s zNO*JR5(Ur=Vb8w-wOwZ=UKL6U2;!Xz=+^$qo>p9QBne=S=M% zMMWTSh4ejpeITf4X1b-P+~72uTPDrYgFHOqdS&H_eLABMLvy36)Ti%Hn8HKgFf6`9 zX}g?E#h&DQIwri^YX*jZRII<6VhUb`&7ki)lkdM(gN^is0)MESQr7JK8vi(UB6uUB z?@yk6j2$O>5N7_iie+d%HrDc92Dn;uE<{j1j(}-~Rf;GBtBx~dRvF{Gdn6BN(Cg{3 ztOGapl}|c^MBdrBT*D4L=g#wqOtqdXVG{&{XBG-N1v{a|0b*`B3Ag5B^}da&?hCk{ zvWtpjf+=D=PlPPSk}LD!N>QAO4zhlsI-e3ICgtyHepBj=Ak2{BRTHIcmVaq zxLjR@-wbt!a1U2Pzi8?|NN%}C>r;ms+VJ9iBaHy~a`95^@WAJvR|30yWT!%uB3fKK zBWcFaq=@qJyLs1LU8f}YHwNB66xi8?m34jb+ZBinNa*jKr_L}U!RQfJj{+V$#{_wy zk1`il7egQ=i_qm=L)G3_pXqOW$|s80N7AnhY(rEFsdr}IDz79(JxqTnhzP)A!7-N* z@A>nKm3_aUyW!7mgqZW2Zn7f+COx4$Hq-HvIms?{yvY^UD7N+JDxnSk8e&ko{mf)P zaPoo$_UsSUH6bXqFZ}>mf%gDwG3ax^3d~!$2dt{X1~uT^2gKL90fQnxLbziK!C-R- z%l;7d7yLPuIJZfWlS>18ty}dH$c8bWx_kCIS%fR}u?%*d<*&$~2QP zW%JeP;KJ;N24mDZu8YNvj`+dJ`(;AL&UyQ~e0@8s?09I-V&@hCKD}rNs(p7f!|lm1dDt(0^sRJ2KWQ0;fP2l zN;qK>5VOu2rPJ>NY6U?7MOkjP{RLXW31$H3ES?FW1Lf@OKKze_-VI&@Y0>o8 z;Fy|T2#^h_w7C6?mGk30h=0Q9O){ZUVVk24pCUkaQMci1OO!NI4!y41uW=;)qWPK zGHuh`v~h?nf`P;&CR30E!F}08J^c)Pz6pY2m36ZCbXB&SJu~Iq`Ce9NJsG%gYxgwD z@)#2NIhnaA!zfdypz@LYNp2uIaskgGOVPS+St)(FUwicv2!u0WeCtzIA&EjpL5Ex| zuFg-pfn-Q?Q#uTw>t~QxC3`wC=wDEzQ8$2m`Sf;MwDIiu0jUKCP6+iSYM`($Xj7K1 zXHDQqY!e!2rZ*G&UQ44Kss*n4E{(fKZQ-leuB;*1EZayr^Xheh5(`Z_+Hz*@#41aAl_kMN;vcF0SY z33{5VhMWqYd6kSb9+2D`h4RVN@t&p}Sd`;yG-(W5JvHORU2A13cAu|;7b$-MozgF) zPxnesXe?6`1AwKADiI1A_#?j={1KAjjH+nK5ywo?V&SQQ{(Gi^=9>`{GcUH`!;KIA zI)fMKUJju7D`EnrFzr6Rc@!Y4pm)i<+mKDc^-*48uon}NFDJr43V|X6$_(|^lvflh zUzvSPoRBa;7R|O!ahD6I8?;&1vW1vplT@}7`o3aRKDhwl@-a<&2yRLpZR3 z9z#2Xh8zHF85k?5cJ+5Q@Q2Z!zZDgSmuobZkadN9-afvLE8 zEcLlF><$=wpsy3WBz^660T%93~fUf8Z>%l z(B|G$aT)Y=*%t|XsPbEz74h=9T6QaoX8(Ion?@YgE{CH>P+?oh-u+$Wai&)DdP;*I z&HB)RlD*#j&W@HsekFqH)LinG-rilElL0uaa@AN&{xdJ#LE}-y3IHdXV}Q(|xPYG= zp&4)^fDLws|87DZvmt=Sa}!Nm3ed_w*@2o&b&yaF)%%o=&|_}%>8gq?=3_j@IU=(N zSm1me1e){x@E<1v&42`Q)e%J>CrcY%H~|h|G5y6>k^_L$BZuXaZe|N!<*0Gsfk?jN zf0@~Sh^n{ZBZPit!Rvidv?y-PN*3s+sv#6eLym9LqR#5d$ywZ`?~#8eo0-ccx|-*V z#3wHl7wvdM@Tep&`+yE;Cn6%V)0g;j9dY|@8Fs5%3Btkf&%U3EfXgL|%uGBhGf#1j zanK}+`O;~XnQFyraGw7@RkxrdC_q2gN3B8`NsxQ@jgj{@;+T~EJXnmD zHQBJ_Vt?>QG+Mzk($Mw8`jx@7m4+qcEn}j+JtUPpVkMZno!;OX&&SY1 zC{Gsu3GG)?yd@TPvhL(q%B(wk_&svJ5>8Hyz)`!ED@}clA34*APNzMQGxB>$R*O+K zZ{Cs`?>!pZejaCJ)~W|T3i~Z=_d(dOsSE)#RF!H}8$aX(nOBR6PDoj2nQSt08Ih?= z@z~CR%?;5oD(18wB3PMh5z`yf$uEz?a*jE|F?%TzxOrJxL%@&gk5YEr_nv$|j>*w* z1ufc;S2>z0WVz7=DhoA?IS>GekVMv`weF^yS^9H=ucLTplNAA}pDh^|2$D&*t0y%D zM{M+bjJ2>FQS-m;JK)AY;hIg{>vU<*fUG>#(&i&J-N7DIyeA&|nA(@DeL>ul!%u^d zFu}*-ao^Y0E1u;E5*FoXC$hjpS*|Ojb4?eUI=aOIqZTCL9*r%aM;N~7`>et$Iv|u4ZA$fcbyUX6vM+o8+)`Zj&Tj<5ygch3EKb@lWsj=B z3z9iOV1dVaJdcDpp`^gAOD;1-B^truX$N!5t@h>9%~pg2K~JAq-l0SHGx*+?c-M(0 zWyP>H(x#!l=VGOvpCZ+!t?etS44$HR4S?vLc!ML7Jw|2twmny{1*fTNYU0ZReKO!~JepR1c)%Z&Mn{;!91O>AU6 z==pgH9;Fd%s^PA7jxCqInJ^)sJ;dOC8z}-#!Px^zo(>K3Ft(L_d44^tFcISilGXqi z@UDI*VWYgN*1pcD>BK{ldcJ-u@AXppC<^GTvla0YOAy231~eFp5u|JlEwlq(h*A1W z(q$hyO0-iu1vtwS2Qv>o3}ZOwG+86-Sssqy5NUiiK@TkrvvbX`s3aEM;}Q2vn(8wd zHZ7w=+@=A7`v)gD2a-rwVG;ym9OAkT?B-V0@|1!$E7`(i1JLzAa-^VTjfz3DbK)s0 zWCVG7299!8DVDuzqP))d9d6|!xWSDsom~3RBn@HAlIGa~Ln83O+>Fd|{TM7|;z+#a z;3E?SX3xiXb!xyMP}D`Z-F|YUc}~1fT-V|5`L%J>X7Pg}U5@}=wz^vpuxX@vU2^Xr zVnEJ#Q_a}I96v5Twep)VTg}r-Y9ICQUZ3@eMSSXJJH+bzwfWih}(i~KhNtDe@oX7MUL-|lnM6G zN>*!53dg1!udbB(nh>C@3}fn@QN^7ND*g*Tx8w+Mf2!e{P^7i+NJWV>?+3j_?J6*V zF|jiZvH+=Fmo6EbBj1~N6@t`Tp*Aoc!|o1tG-#FGXH}aY7XOHCtUC6rGU5H6t0ZMTOW)^DdWJ{LNM}qV&kIl! z7#4saqTP%SL*Mv)*vxT;nly+<546Xb^Sa@83|sLRL$BaXMc*^kY<9q_%Y`J{O-MMW zFKUZMq|dz;JF~Y$_F@aQp6J@f?-K`~6YJ+RBJ9oGMRrJb({xqZQx(lNH+_+@gx7vD z`?YB5lc_t>MMxycF;lb;E!ye6XH+57ifXWu3huT$0-vxP_NHK`Kt98Rd)0qNyS2la zyf?$_oALi?K}jLD$ZgH%wl?ARN8i7EiQ)J@Z%vDLMjkY{D({BfumMj8HjR0RF(Ut8 zZ?W}W_<7x&Yvzvs-|M%+D0*R{VMKIFiy-4Teyl7S9I6sHGeW!*Lojf^@XrqK0v}BN z^KK+!&ual<3{be}R1TF?VSJwpu#o=IXN?$8)u(AIX`xD9ZyAZriK*t^nzAJ6x6vj1 zg4oWN*o&@sJE6u?)>DwwxsrTa;6c*mZ>aShMGis{_yap{YU66yG-4pBo65GFui&G5 z0b#9Z#3mY^xeD<3LRSLX+owGStbS;YR(7Ne@vG1S(80qZcyT>SXGoazl)_~}6lwa^ zP_U48WPcSAHG3BPD@MvMo)$uy)m~{wiFAX#=#eoK1=?J{S5MVj(nKuBl?$9#OdQ_68Jerha%D=pBY}|KOG}(nCk)_uV#f| z$$7+k8dPZxtG(p(tx%yy*5H1S!_OafMdPa?V^86Ew_Xqk@rX}=2EsD}5&-+GH(ag> zx6=7I-5~`P#hMf)ikdB=%h!Eh!{m%g1wjzek2!%hMgmQp)2Xs_%jlm}=|{<7x>E zhUGZ0@MPUkiqx~%65^^hA--0?QjD{^ykP%eK%PI|^`H~(6)+Wlyv{SF=8BcU`2;nT zFDx>!EtRgnFPZm@fLW>fkg+???AI5=Rgu7}n>|BUffciH>J5okKxX3oNBOsMpb)Bq zUi4UuyJhKvmoYi`5cs398flrMa(-xGo?va3rsq7dsEzdQKR?5QJbm z&d_$OOwdeRjoBapjKX#SV^G3dHv*x9b#9gz{*xMi@i@?@AeI(iL5%ZDkiz0fF)yz4 zPs}y*pSwDvyAkOnLAvIM3}!8Ld&(ePwnd4I;mncH6uK+kg(Gr7+Mm(&*d@rw?|(T> z!Ju<4&EkIvx8u{(aR-z}w3$~xmZjWvwsTdnal@F!k(T`6EePQNwJ}E>ZD5mbXjy>O_Hjvm z-JoCCbc>kO1eGL(w6nDfZ3)1Y?oRXL4*x&nM{GP=qHUizlxM>`u?2qWyfMNpxv9Ue zVN$-mAqX~6>4&USk}g7^>u);xm`ul0KCM?bXocpB+W5#MV%_50?j{MGMDNqv>kM(- zgpmd<=kMu-vSBtEQN(mXC$8bIe8P+he|;`zLTnbCriece=F3&eK_651nq(~VnXr1PjAzUOh7C^;EQ4OKz;>iC9RdF3q<> zCV!ye@*?VP$Bf9uNLL}>IveHy0CRS9`)AiG!A2i7TA;O?W6BC(`nORipKCY z(n^dw+h^OUtutnr#Zzhm+?fNa1njPF$~JqpFGK0Ap%ksbfqApjK=$p0a4VafBbAY~ z@`zdS-A!Q-Y%y4mVuhw*)8|ckGeH%qUWvZQ2__Z3?Qng}bgmO{wF#mp@2oCWrY;=+PEG0J=R;czR&aLqQvX?ztY$~(UA z*m7qlb0X>`pCU=Zm8!i~;~w&uDtsO1^7%;}#daNja9+2o20e$5NglLw zfB`Hqr`-(j-5p$-SBT#OHNpF7CABj9?gE(8rML_mUhULsD?%dYCcB>QnEXPz7F@o6 zX(Q(6=~N1ze1Zu7l^4#@1@iEseE3Z~<5JB%vFV}@3fTcfUvVOa;as1srwBYLkJHhE z%D4O+)-l_{RNY8rVBZzyc-#=ExrQK3so#_Ty^`Ad)oxD zXXt*ok$oHm%J|+2+JFUE^OIH=g2wiK9IOK=rzq)Fsnj7?lCEn*Vyahf7}}N~(Akjw z2QIYUV^i^?P%RzLCo+QiP`RFH6|AZ<)L-=+bD=SPAS4zGQc@h~Hq_^kyG!zNfm<2Y z2u=~+qHLe)QFY!Z_TgOTZhwkEn;01KX|`pST&7(C91ke=7N=ZE7+^xVBc(7^vx~eW zTn~Wt5jR&ntu;kQMvv}xz4ETcowzrtFsLG;PZdC>#;`PyU$-WQxlI5E-$+x}8?+!! z9?+T?c`Dy6u(RM%`8knYT}`(Tu1t9kW9!Q6@suo36Z#=(aFg5Eg3C7~XJ#v*GcRCH zGS1eHUL)u9e!y&4yxI40s#`}pbk(}>`jT62}F`It~Q9)t;%Eb%4?h6 zu971&bUl7@PF(E>v1#q!OXGq3h%G?v@Ha^U3g`YI&ri;_k`+id9ndQ{8GPAXK{vV} zZuc6TRC?N@L0YfpzBqB$enb@tzbAHZ?Wq`9?Y!CdJ^ze^XU+Y8U~hzxdvA_fb7U;) zenZN0^4905TP}OSnV4XAqwWNh$f)?Tn&f}ZCRc1cz=sDf)oDKKk9sy%6v<|I^P5iS zXx%2Q&cjPLvg2ywGMM_K6|BPQb@h>BDfY3~^oqW;Cy#OM5IesK-6oQMGm;MjNxcNF zLR_1DtGaPal;f>-r=|CS+NLceJ3+cHYAHqo|Eo5n1*HOF**Vz6{w{l7`+n7okmjjI z#lLAdh^Q%LVt*yy(X@oAFx`i@{oQM_X#eKqE@!Jo76U|n$`6Q3_pW@w`JJU>B9?}r zk%Qe^?$uU4eWayBH`~nuioesEqYL+dV;t6sZdf^?l1dKY>Nm2o;^8oa#kZ|?5Z8_B zgoMy_YDvAyGiXr|40haiT`AI5ZF2@AU})ZtFX;Fh0+>Mf_120?$~qW)R4d#@IU@}k zT6lW{S9dwOHW|GP97&Fxk8V^ccG9s*Mjwp{iWE)*0N+5WWJGawp0dj!f9=cP>~vx& zqA86pN%%9&Lw`CM5l~`}KDMY$WfMp2055XfhVWL(79A+q7foz?SzktPOJ3z%>$1r< z*Xa_)y;eHhjbsRpc`UTP&D~h>aR^PtT3AqVC#oY2012#ccZ0pl62Yx}lDa+t^!w6-AaUD`2Rg3lI zy_2GtUa$qub!^X)sfyi=0^V!Cm3&;^?SSF?bsx(}-6rN&WK1L!@mefv0uQUM7y)xS z>OeD^pL0k4T|E4E!60mGYUMBaID%&C1KUItpCJAu_yTx+-?7IRkp$s0b;T-1MF=4Y zYc%cL5Qp1S6K8zo+%A8(xcH6S%Ej)_!*l^{pZwF#%j@xZ@4p=w9dXHoT!eGuMnW5lbX7DrDrDDC2Ec^k_G0XiGLK08;INn8i%t5{gqk-+$yE}kN}t<@ zb}zE%KsEsS>|igKl87@7 z>W$FU2uEoV6H&RKlT>*1Kx`1bQz~yA&t>b{0~|Tw7|wb|d>?M!=aE#{#%BbNZl5fC zoze{}{6Tz5RqM0nLb!TJbC2`pF5x_K8@pd8Dkk-Q;eW}Kj-KEaX!ZYj?f2Iy=3L{E zYg1I_mhzq&3_P`Dp?=$a?n4lE2)dKKyOtLtt-yN@jw3WwnBYqUd&EFFrLu2$D`V2> zihHgE2pU$RC84(erTY(d177z3F64tgC()lcO&5yDM!Uh9`GbVv9z*s8E4i;7;i&-! zmy4b!T^Q(G)wUbeJ%thwP$RkAP~_{C(R+vb7hfX$L9$M(IlrXKB`MCM4_iKl@;^0s z3G1B+*t)d8?Rr26G_1PU(rQ_Vt+^e?+RRhla@mjWp^Qp9DnDedj6$#aNE+_!4 zFhdV68+r3CPjxsYiISlGgimE(yZzk14}lf^?MN50IrdnqUJg$F#INe*J&Sh3u)0uJjx^_VH__6a;5ing}) zKTn_?_H!6v7x`fG2+Q?A&AE+4&8uo{K9%t}A|bq^DGfz0ZFq>jTK9R*I=^a^;nB#c zxIe&Pm>X(ij-ZRm$#yw#((Kp+R(XQx2^R~N z!b=(?c65m@R(>oBjzyC+%Vg&oX}&Xh+hFhfM%R>>aX7sK-ktAOY`ypzKW8Hq9)s zJKQ7E59FTsVMB$36_+DQi~iVZRj$lGcOzl$5AWto1^Z5}c~AFNr9Rp2@w(0!2vJ+Y zkE4~*Xrqv%>yiH83;<1>rHDRz7D}qe3Xh^a0!mW=BaSL7-S?6Sl7cqVMUYiOa-tzd z!kH0CHa(k{0%}1t#Gq&m2i?t+ujh<o+GM1&J8pcc^=&2vW;t+gv=xb;@GS9-$rFYr1D#xH$eVVt$IE*N)}A_asW` z_KlB;dKU@>IRzwM0n4R#om>KM65xM}1ij5FSDmIVR^9F>AgPvqzutF_Ib}rLXxK7% zCb&a5GjVo_q~U9T(8bW$H6f-SX(f!^4r2@~>M@_hg)n=YfamBdJQ%jyXJNUF7x2US z^7~;LvwrwHrZ);N4L8s;=ydlOaR1HOTRKZgRT@OLHo7641n5w*@jviC*NOO6^VuOi z!umt_5Y|K&&(wH)LQECHTC&{0lvlN@I zRSeGAG1ww=Rd2?fQ74;Nj>nRo^{JUA8G15RZ))jarJ;&k{l1PPgZlkO?WB&;Y|ZcC z>tNWWh~Ao>`(gsEPRTWa%FkE!0t^lteDOG-#xDtle>Pi}BgvwpAGOXf?aH9rVL|}1 zmsj)e0vIW;98KCtObXLOQqH9UnwoUnE+0HN)6QpWaTXlhiDO$XU%Qi{M&Bd6cHhLe z04v<#p?N}LtIyJv`fS2p+)tQez00X$gz@`Obiv4$_j4YKIX0&A-<{%IzYl~aChAxh z$ww`Pkst?JFPF>;H~c#?{x<92BXF-@SfX;?#5M@{BB5*y;98JoQRe*f_OvI^uhIhN zB~Q>+0CECwelKdIIY5N=UFKDQ-xU6|Dr61cwxyxDqws* zMZp8?yqm$9ZAMOc0(&Zr=Yh(0bf;vs@`r$!Aya#=*6u=Yv1wL@8qqo5WpOSLZ@y7a zJG-8j9MrnuUts@N5$z~IKV}TYUWfz*Dw=#~&KRldenf+|cd@`fOP2<`z3IFk1 zF$08b<=-h|t}=~vyLIa6T<);fG8)zZOF8f0M3i^*a1RV=>?Mg)`#?QnBp#7=tHzHb z_`=btD8cXORZ|rnJhbKezDg!cgKyNr9CxJ#&W(t&Hd?A*!E7c}XF5^G!X;gm-cw8< zy*8W^k2Ou72!yPfMMfk$zps;~qE}y?%(ZwP8cgCXGBbu8J-)c{m|BR4)wIa*2{X=` z4b{^>4<06#mK&_B4--x^CJ33acY6ExskRiFxYL6KG?6G+kAxn)RB{8{8TS_(bYDkzI5Z55Dl`ob+Q5;zG!-A5gbiHAvR^C!_7mdFkf=KVSt=orI zL75lj15RmQt5)gV9wxTD#|(pE($Ni_qdC)jpdh)$P+cU$!7ZZ1^>!1Fj^l4Ci@Uq_ zI6JaVyA8(zs2sHlO}iPNdYrtkQ4*=`Ut92nb!td}TRZZH$T6W?FVKy2SS$6KYw~90 z5_B$Dkt*fP7beB}?8usUV__dkMtfz;-#`Fs`Al|l>`&k6D>#eLzSq~vutEy2eTBS? ze*9wXZ;2FO{l&=@k{4X4zdpfKft}TqAX0^Or*dF=r=E!PMM+Z(Qu+ioNjxVv*(FHatNBTQGW=>ag zz!r^fnKlhRyCVBRN;TyE^}%dCcKsN|P&rBIe^vEYyx+H;g+4|e3Si>ZisB;B%>|;; z`=g7jm0o5Zw2Lb6G8ZEo^aWa=!l>H0F z`_=X`6p#+PlOeI+9P~!+wu@w^81vhj8l*1PET4l73CX|#wlo7LnP;Y9Y|%QZ65RZMQKLG<;_wKTJdjGy`rK9G{B=B*Hx_5YU+SNGM=*QfQ$Yls(%yT88to|PUo1J8q$B^0JF)`nF-af)8YWrXVn_5 zydZT<%@D>n6b%DsIs@;dNaD_JB!oUSK@T^X=VSlG9k(@~e=*IK^hx=hwk`*poCmXTO7w^{2l$F%R8=e{@Sn4$QpOoz5b2=LyI#_^lJSkZTW zwx?f4-N-DL)|&u%;r>K5A^!0q-Qq7pmgy^=Rt4C zEx3VA+gvVwk7@d}h*;%KBOWE-gup@yHlg)c$82LaaF?z8dADqEiofVn3RD14Ce=Go__ zWYKg8pCpGXxo(|UvV6&)_b@Ykj_|EMOCkRAd_T;$02cjIVy}l>=7YhO^aJ3Zy;O$%Yzef6ftNoje z4G^4@Zmm4s>INqtq`qJR=LPfP_iWPu@iD0kymZtct)7q92=q=Jp5(f!03#6OA% zHan?U{RFr*6F+s6Fk<%++)f!wrsfKKz(fF$%x3*zlOq#mhr3Q;qH|NT65{yi>2}TE z{`dk;E?54uRiEW{5%9qrrw951!B)Bka^vd0!BWq^2aMUm%QtQf(s&C?s3DakztTz# z;7hDWo(4!OD^NR+r=*23IL+l+pq!?jMc1*Qkv zBpuyaxHOo%_a!{>hK07W83h5rx+>feI>}*`=5K1K3}^I*bFcA)XDC%400t-{5Y}u0-1O%dFDT} zF~kpN{6TZPq`X;~0Kz|BqeIXYk`OiSid-9IiV)Yn+)pU9vIaVc7?XyKuw)yGsmZ>* z_(@cCLI%p^r6~YlR{jHUAl5{WQ4l({S0>n&LJcvP1Bb_9V=yC8vO@eFqTXZkRhteloOv_?KQ*A=t1F7MV^N1E zB#Y`>Y#@wsiCsVJVzD`p;IA7=zO9XD=ZM;`K#I^T)+5w;EROXJAesCo6ACjRm5Q8G z4$Vj{>;{WX&qah;iOt5s7l~# zH!p5~DPLAYlWWR1Mui;A8ca;qWgYEZ{@`GfSOhq%_~z*XzARtPSdzpa+Qv+xZL!8p zx%qUt=p%nyJLOW{m8A6jk6c_c`Q`)NS=1m_{<#tDMrz!!Kum|dRuc^uF?_LO@N+;v z9vUL{)Otl8GAhbM`6ZvN2=|voLIt>K_SF+t&!LDgFK1s48K$@kEsiuQDVa1AF?&JY zxIJUJZ;ywP9}IgdNYJpRKC_dmh;eo=;SmStU>9vhE2CXzU-^cWjQ>pcNv7vySNRl_ zerwn@*g1~VscUm~B=eT%udFf2`RJt`Q!|a!Ur1=df)%yR^Ir&8buax@r)@*~#=$M5 z_)S}8^H+DB&K7mK&N}$v0HlqA?x|YqzF$E%m3jy?!PoVy9<9aP4R{OW3Qu z%B$x<3_(FXX@p|_>VT`8_|<2vJO95D)?_;`Z+#xeZU8ZVP{1}H1D#D(`g(P;I8p1YGJlC)CMCAsV$XqV zFFt}vbBnGpIoPXn{NNaZ>mQdAd{vnnd6z)kg~Xs&Ttrb3waOC4)+Ao;h95Hmq9#hDvP z%%FB8_b^$d&FkE8;{v2gf6C}Gr$@4UkR zGUI?etMmhr^8iOlPlb8Ss6=zOIKoi2m4hkJymO})sf!;27dlQRujbw5T&FfSDJLvn zi=`Y0daduX7oX9ksvn_(B#-y<1V1biIr;XM^N~`CfTd?~|ERIe{#G^J)B|OY9o+n| z!3Kqs(jl-|pt3xh?GjdJ(rsa>_tfVdcqqu|gkQmZu-Hw9LiZ%}=tZ4F16^eit*qU29!!z% zV!P|Js!DPpQ(s2^`GrmN;;;VyUxM0Bg;j=jqIl_zjR&l-&(B|)RDGEC%T+rLR=xwv zRw?*!JVeIXi>fv!wRD^Nv-nKj&Rx0ZPHI42#k2#WFAA?13vE85Q&LbzD$og5vs+S0 zPAG1IooZTccWwylWoCH0wlO%%XOQ2jxcUinWc=o&o|y%dm_LO0ti>d_ZtnPzI3L4N zi&4YRzo~3s zkJ@Ctha4HNO8?5UJh}u?tAhEFv`WAxM^F`C4DvkRE&yNkNmzA3K5Q`BT5>qC5L85g zi{kNeP=o^e)AN3{fbs&FEyfBuN0#XGq0Jc8^=Fy`{TURP4X~pfN{!^ycCa@x-k+01{Bv6CSnH+S~&$wQ&+~%4kKpKmE6C!4wp6_P~f~TEtVA z7!K=jTe01W|0he~;;&?l>+aV*)Xtqe$2a%NgbN+UHR&;l4)Ynp8-|I)@2iQ)5Ob}W z(d``83&H9@`LyBYSFUff8uR2n9KXz)+tJd66pe2SJ1}sgq3H z!#jAeS|(Mu%6xX6IFmvYq?5l2De_cD}Sq0Vcy$WNecedkZpE>xc z2=RONNY1U20jytP#>zW`66e5l(y&#T8!Ye!Fc`}=45N^A4UG7|H0vi3$;fN|zLSJy z+cgdUDLr>L+OhqG(eJbYntKoIZ75-%hSVzlJJIx|iY_#$dtv^7?)Cx2WZG}ETJ5u~*Ha}d;51nJ5)9il6C~ciE=yV7 zX7Vomi4Qvlu&b2@$FO*J`dSaRKVhZvlE|ON88WD(OkE6iCsDi4fCIX}dS2hFv*ia( z8}b@mMTu~}cU9i5S(by~garYO;plRK^HtrzN^Ku_s~)A?aYOwE-$X{XrKr3)!{c(& z1$r*^i=WO}ODHG|cePNU%{mAgi4wS~zJwF+;d8JIDrXjhe#E!pbN?96va$9R zv95~vlw!}s?cz-gmx2G=YDB=K%~@5n-Bse$Z8Z}&Is${y`7607!64JWWw_n4tGoty zRK`izJx$BYj9THJSqfA?DrB+jzHJxBe;;x@r15p}O(rW8HO_RVanzr18o{C#E7dG^o|;ZK_%3eJi;ivr0g|J6X< z`HAciS|Tou2|A6Zqu?46<)=ICB+rGeJPj-KY*rs1w;kALNqgr=XWN5FYfNkMz= zqoAUy(az#zdiq$~Q?oXe7NsgOTUrXGYseVB2oi;GtIM23pO0;I4>8uU;=c-DE4vCj zP$w_Z^>;PAZKBIZv{Yq6<&BX;tOdulM};iPSco5>F;Gy0B*^)v6f)fEoQ*%dGSc>k z+W)vUNwU{>L=)~H6MzBz!lIdQPUpmk)hwxT^}kae{+gW-lckoqHi!nN;&9umEc|Ju z{xB{~k`I-2B||fo5qTluv^zQVoOOI)sEY1!fDKnfm(}F*E_Cls+0B3ADi0y>$w`-s z{(4EO(g~Da&TWwUt&m%!_!bHr?2l150w$lFb)B$Qo^8T1n!Ci zBn56(YF8R4vm!^E^6fNxNaDFZKRJl*N6Yc^EG$Ft;V^H~z1Aw1h(&I!+1Z9CS z%yA#m`+$6lS~8UQm)POZG82^`?--wPL{AEe1QBNRm#n=l+3pXg#xW5;3bA#I(cf+FMQLHbeFw|eIfot;Y^KLMcYgekBeu`#A z&7~bY==_8*_BLw;d1Xln0m?zuG^euO>g2k-3P_e%^jNMle_+d{l#vw`iN)8Jiv4*p zh)y&iUBNbUa|JSDe;%E5?f5a4xnil`s^&v^EE#5}Zou4-8%jRm%uWVQKi`uRUX^?2_6) z3wPKh!B@++028LSk(clzO#uS!WZLJpqyTm+8OAB+LK+ey1$sVEy|X7@ zMYS9h-Rmukdje$s-ac2eU?OGrfg0!w z4LFD=Agu5BExpMpIXosH5(=SOO*cow73N3(z~DTFCAI8w_-D`ux26Qswl*N%og1PC z;D%>E}wV7_=88y1b`&z{ly-kDj-Xkq@L8lY4lXLvYcHZqRb{%TA2ryN=r zkD|{z_&xaeEV$x)x#x#-W2nY%v3;BLQkuW(L5?Dt%K4laWQHStTh6}YgZ0bGa4lNP zUC~(^#OvL}J9U0IU;!$A5sI0_^FB{p&}? zdO=R5!E=xOiPrTPkb$+jwZkeFz1ew7ud_x0|w;_JS(*krH{}x-H-VXB!{5(*gs@7 zfq{>6un#lul?;}9*4;3*&3;FrlWPOc&2(T9wlzDUK*?Na$_h|l>O-RvklnjwOlyI~ zV(0@GJZPKhk8m7c@$#ZK(GizioFm+8!;Ap!PFb2T9)Zu2_CmeYcebZsfiFDP0{>uJ z?+iD=IqYH#V^P~#&p zk9G4g+0z^daF>g%R4BDC{Qy{j_W*mKE!fNt-nqn%|LdLo<2Y@iTX^d~c_dsG_LVay zH5G_EI^s|jLlgaI4sRXs5q=gIg`zv-`@2)?Im_P>$o?ILi>_o!(9ZcTkc$@V*QvJk z!kL7K{9UrAv!JMO$vQsSc`>CTiCP-+;)$^HvNox}5m9yXK!q={WT8Rr*$Qz^*(SZ7 zfb_&;M8Y~QGb0Qmrtjt`+=O+UO`Jgcm2wkK$4a6KSLR%cI#aZQUzqSxLs<5flP-uDA4&Ui{ud(}4v~eDg=y0ePL5-XBAA0t|zS2-ISsx+Ul4 z7~+~!GDQ3tA|r1O&M}Qb003ts$5g0#b_1<_lv)-yZ(Wyb zk?L>OpTSRH4_VVGrHt`a6}xf3Y2Gn@FF)&3xSSXw9!^eE35(~-6V~6~kua`X)fb*M z;Vt`46(v0Sgw3z`jS86(+RP`PSqSDeKW0>(H>WSCb9(LS3F~K@91Rbjrnn?gw!t$g1AyziNLpMc;6L2w3{Gh`Ol^3B%I~$pw`Mb1JTL)K`sUk2?V_QHD;F z&WDIRMNvdeB1&Ein6QP>N>4PCo_?C!@ADrjL1 z84uqbJe*y3J5&HvJ>1Pi4%Ub%)ih=MJmZKo8ZCw0^8~nAoe&O-i9}?_`JqdfDlA?@ z+xDErB$`^6*DFpVr`J3 zYp1Jlk<*WD&9>8{V#$Ha=h`PmOrpCohYn^HEjr8<1-*ZE_!x(N z2NBj!OvW1>U(WSp+%cnl|3$lAFX-9(crV0Hg04PfkqBr-t{4scQzpHZ#tA}P`amXs;RrW-}m!@QcFrW03~ z!2-CG+qSSuWrA_xp=V*UGDnd_Cxr}M5%CCaSJ-B6g*6^@L-T&JQuE(BQAm9I z5$Wa#PI47Zj=CHa-&RcHTO`k`6X=DnsL_ES|wJm!Kvhw5ZJ2G#ty;aX*MLt%72oOp>?)lXcPBMYy4rOirB zy-lAVv>d*7h^DY<{Ix8Z@M2qJj6V#2ylGY+c|$QRrw1|$8NacVT@$)fD*{=F2jfCJ z>5CkD!MOYzx?yGGA@B|$zugNuT>U^2EDa2_?*P01d$~>xyv0N=N%WSl@{68ay)*%B z1~W5TmqIt^w9Odx;SYc*VW9`t^5*{m$Z1jzd>74q|KlzIK~}m-*mw@UFR-th+Zk%& z(bah<;q2n)Zp4cLH#?hXgVRrVGYnn=D04vw!B1Oy9yZsQmN$r>sBRz=3`5lX0mOgC z&}m}_eMw0Yba#c;ZYw45EqhlQ-o-XtD;8v}&^1gK?XOgdY8Fs0aEOe(5G(WSrnYUh zRdi|^da&_a+Qb8ye|Yj3s$WE|7lsroeiwKT?_U#o3B<%Tk23D$g^ZyR{-VMU4;j(L zw5U@pnQ9B*wgJnFHOePWUf`>b#h|;yVk4TBy&&Uu9PiA4UL?q&` zv4UmOcdeR~wbGf0mQ>bljDuyX#IgXkN^p?ktfsc&0w8kPY5Yq=uZR$|e}hGi!V~Km zXsCMEtkv2KB~7{aUmLB=C(i}#iIUq1h!dOL2lwBWbd5+%gz|QzH93S-@rqfl-AJRy z!#reO9DO0zZ#V~byj%|K&5tq=I7BNxz~7I`A*li{DIIj2bk~OB%%G0k^>j*IWnO9eeVK$Z{{Cl?AJUy6`qSP8 zT>G%*#KAV1C-xuGW%dqI55u?2ax6|7| ztf#o%a~|#*GYSB>1U8Xkc{@O6`YBUUH6oMJQf6r}9VIE(H7uY~)snw5)y0r3#ApT{ zsHE@CM-#b3sY>l1)5v^Ke6(nas5LYcWfdX*>FF)DSr5hTS!lof*eUnYQIXG`8yf%` zwLp{Vos-3gSsMKFdJ!(gx=%M~1db0H4iVdERQ+3*+Q=Yo&l2Fvp`ESAYs*y5WXw$TMK0ltxVq{rYcT`8A&dP}|oJr`H zqPT>V>!Cn2wJXKky1v!{QLhBDbku*#HHwkkX1I|W^&4k+XaNfm9Tt*)PKa}XUG}y0 zcfb7+V%K)5&{zI^#47)0NfdQJGdXu=$^~j;gx=oU6kx}ENRK%btVgUec)44E)bEN@ z-bJB;mf7+!SW9U?^=)d$UCj9W!lF3>OqyQ9Eiu>T`(;5(R@@M29B*1gf@S3vXrL7GOPF?bSg} zx8Th8X#EgK8#_xS)0~sEk%ICDp}7zw4=Up2(oHPj8Io$*%=#`u<}#xovn)5+ z%pf;;?9}v*92dRz=$&5r@|I~mU72tT zzjz$5(hrl9)sTy(NJ-_NuHkKSgt-^vK)0lKo5uC5N#~hlBy_*}ZNTPIIhrFcwaGe5 ze;ijB7Wulz%w~2?VHRlNnEKTJGpoG3S-|{+iUbCoc9#Fd=cq|t1aO>59rhXH%zyg; ziLD7u@GKwS7_~S?1iRLgFG(bNbEf?+3}xk@0GVp`*inhpBg9{+mC1;`ht@&PA%7Wq zJyW#`8PM43#J_^p8qlMTi8gOSCkn=#M;_|=t*TyKxQ?nfzd>01e744R!D98wN6>S^ zDE1d58pJfnwYrGidBE7Uqa1hpn(1z?!ngqEcThAhW;AJw7T65vcp~mZ-I)cZhEVlh zXt&b6F$XfNd59_Swg#?e4jC9%3D~LFyTTHJ0GH!6)VPdAl0KWv=1FZx5YoGrYOHc+ zW?=&DJB9Vn14GI%Y=M3d{(lT|02rKcBJe%W80AthbnV1Z91U2Vk1$$e zX|g&!4TnnyBK^+(&$xnewAfQ&2`)~TWO9FyE#*9c@2*3jJ6ECE{n|n&9j1wEN2t4k z1(D4ric`PFG+V?)MoZT5X*n5qn0OY*|#~`1AdxAAf!EgJzH(2er5>DN;4G z+>Nkb86{=gNU=L(X9t(%vi&0IoeIWQaj@J*(9@7m>NkCv+BLh7N$Yz9HOCZZ`igl_ z8@X0l)=$jT-v-J=h#b|rp*?W6tMy-0+|^E?lqh^TI6IqD!n2mYq)vGWC=O6smg&`k z`ANGG2%ub2@LY&^5#>J2ZNs!I%*gKo&vbr_NR;OSMA~?bg7_y+e8%V0Vp{_mHn}FG z_1T9Gd(Tdr9ItNUiNaeOf-?&gUx*ujU`#)zDBepaeqat)owRq@**XQkwkx{|#$s2a z)8T0jQoPxy5N9v00o}7#@rJZG*pfEVB|RNRJmhRi%1Dt%Hg7<#aY8g#x>>2q zmqj%`n6O4sReHE{B))HJ*tcmdV@pu?rrmi6dqgDs&$h3;QHsjvcH8K$eltPQoyy}I z-aI5_cJG#f*s4~!Ksv!IfRIuCBHNn}=+hmzNU%{>zYq4%Ygjsl8~7gj7JLtl?`JKZ z`kvyhF?RYkxtvy-(c(s1Qcu#A`59FM3x?|_F*FeG(RyyXH`}xeoG&2J^Te}jqJmar z+;KoPXUyZauL6!0zM?W^vRA$LOvRIiNrFU7?%#E#%g-yOBgfPpkMS!<+?W0{o4B?i zyx~)lNVGpxRC#igB2k!%=+3=rj7`4S{|stPFiho@9TbkIL`W7Hj~B5ZlSw9~NpYQ_ zA61hABj8r{B7@;wIrFTcuo9jl5G;s%4=#-|LEZ7^-H3|A`ZF(r03@^7b{;{>{jI7($O8Q0iiS8uGg)WW&#b1 zl=F1jA}>sk;|sS6a$`qSEN@x~mi9EMCm@;Igz@O5*xZ$v3NDKWcN?{p-WiLlX2c*- z!?By0oQ%sOKt9PUc2#Zrr%1P)n;jNEx=h)Ak7`nOdmOXKx{ymmf;lzO#t|71ePHXN zsqVy7=wCzfOMb(DS=5UsPza!Kr z-r82K2it{(6>JoZcI$vU>DBg4M=rqtW~b;1NAKn}+g}rC!mDG*77RI$B1&i0o*U57 zn3jPMC^Ju67D?Iic%`Er9t~B;s6KI!7?0GVpb@Pch0{RO(Hx`?;ZH9eUPd7)T>s17 zE}2cvV%`}V2Yl)z2;pI{<1j0bZ(a%t`^}2Ea-9+a&;!95d)42F?WdnS|5s(`<)o21 zpXxx3ypgi_qI^6$y0Bgel{sq~es^-F3mbc!`!aLh?NlLxaky50xFWZmo!o}_SIGlJ zv8VX6fSyep7M;azEg{c`HWDvv=~bBION9j?qct448rxQqI|Trk4|qJ>7b4lWy8Co) z9YhCtPYD$hcKjPe>`=}0mh#d_FiQ9w-QsT;TOw#5HzR9ADuFTFoKK!aG3ey`YEv=Y zBoBNz$6@$jlj)_Z8%Tg=&E#rj_bKAM(UX+SdOm#JEdlzIq4B2&lcCMCwYoJvMKd(# zl`FHrLKHz(ylUVbLQ#cjLR2KEEzf^F&P&O{-|BE`!6RX$Joq}Yr~KY+5NW_OW<6@X zSCJ-zzcYb2M;@aWbfv_aKbN#i=F9_jSC-}@`;M9FOdI4U=k)OH#RTpU++>Kc;DgwS z9XolMec4wE=7f)P%`1LkA442nKIoDaSc@?A(8@K@F1;-TWqITZ@JJ2_6x+^ zs%3&Hqck;F8onbCtS)#V*Y+L7m*j^KWbRTygk!N7kE=4uhpcOi8YeG1pFpZ14-&mmqW=QI-L>{eKfp@ABEw z5Qk}V!E$Bm&H|SI$ZHTbj$OwQ(YIECjo9CwG)L74T|lHl7x{-g=|YEu@rh%Sqm;N$ zOp0mfKOD5jbM=rr?}VwIXl5i`sw+oOPB&6zmYPb@@8m!lkJk$xBYTrnM*>8|G4p{8 zdF-_gB~P4}nr=xM|8m$V6!tOYk#gRvi{*JD)pgEDCKF?WLBtE6Qt(FWZg+{hR8kiU zq1WY74$!`fZHPM88=6sVz5znW>YC|B)Poh#5u60K2~U97E!8!T+hl#Mw%`OFl&hON zFp;Br(!yqz=F2|lxB7`O+FA1Q-+_)KP!^qWgB{IaI%lGhusEAvoWi^-Mw$x{ji=-D zahuKtDT#2wiY9#T|2!+q@0A_+-&=m!Q|>gFuI7_@J?S%wF%9{tvx~UaLYD3g z8uyQFo(miMRC8u!N=S;7EkJZh$l`^3Jh$ws0Do9j@ylDz zZrw|yC}OfbwXEAw8t%uiR%>T%=D#QDb|tSJuTx zroH|4PN`=hPTTuVAceqebm!&DW57#CBsoMUfD?1efu?)LU&S|%?A=J)0)f&{^FYlp z>!dB~RVSY6`#6mO+}H4tg16~=n+~v`2IbjK-kT)zI~RA_ssTICJfUp~i6cD#B8KA| z8l(H8dZ7ev=+>Le!uU#GaY!CjT*>OeZ<)@76A&k2vHQ+*Z=5IUt(5AT5Ooy!%o|$V ztcMCaH=HWI2h7f@$uk9O<1&YF34rA5kME%FD6}@4jZvLI_IMJXl#Sr$k0{tRWAZ%i z{{4O;@!?)I{LAPq$LL$5(nkgvDC+Qxal6K*GXu0w$%~W@k=;c>5cQx2X?NYH6?*Hu zXcBePxqgVUnKOoyq(fgVuq5`(!E5U51GT&IL+9yFYdvm>@mJn;3iDtt@CcNtV*4xX zz4P>h=D>OB76pqg=Z0=(3_2AVx6DNPO^UlDfveO92`i#jkl*C-8yu!TP!O_z+jqhZ z3edfEC{m?>8V!7@8kmM``c2&*Ef1?|KH;~xI72KnE`tOp{R7(#Bn+(xg^fvv(4fUO zkz?umQ#YJS{{YKy7Ngb3Unu^7Z zneQm0BL%)+QOQYqul|Kq5su*inCwulepL%Iw4#+=Ms(7G(#_7PW?Wqcx;;M@&$Q~- zpm$yzfb6=?j#b5ax_4549t4fN)_IP+W+t;jkgKe`qc`s9$~!;2qgp(ya6KB#%gfG# zgaf#Gzg+o-4E^Rpt@H-|V(QB*S@(WHMBE$+ER}Q^8!;#W0iJwzXAA?pkh= zPKk<&X6)B$CGQ@Lcj99#CSTbs`LnIwXC?;%WVqXFic(#!YksyO0#Q$rcf|l9jGfDq z6)eW}lu?eAGEWr5<5~Q?bjw)s_$cw1!+)%~NdpEhCxZ<1ZnA=LJEX8Fir=`|ux_mQK zuf#8pxF$WxY3py#^*5>Ik5S$IjB#fxZ!X&ipWM{DHwa}$ZKBE;uSB%I^&!0{qR9N2 z^Rtq=^!2wv7?U*mm*4Rtzle!W)MRhLD!nq#XjWzKxZfQq+Bt1}7WtsWKB;5F{IO84J<@RJ5ue0Pg*+RDgI2e|i| zG^V}ClQyryYgzITx`YgT2>F7nU$B|xNe&eS>J`K<5c14|r-m!<%|4v5{vCsomzKPV z$dM)X<~qEs+5HqUqvAnmIdD_K4~&2E-zS>DYhO@GB%tvCaY@T#=u+k(=%UYsaBUn|0M$^ zy@MX+GL(l+G0nh1a+)W|{e0^a-zdC&K=5G|{ZThw(vkK5o*xrToSF^VyFnTbmR;Q2`DJ*FCeQ!H|KzzNWwBX4t{((-{MBZ6EfO zujam2cvBB}O+H7A=*{n8sYZ5-uL3JM#{-0NS^mk3_J27pva%1M#`0%e~5E++BOR{W;nM7g#>4(OD%JyvwsbXc@p5HuY)lXng zuI^BHlg};UGa6~<0szE& z(&RpM{ttshqWy8E#3}GCPRlE9E5`8YrI`oydh5n}2h-m5f_^FtEUnB24(C-qJ<#p< zLac)Yh`XKzmKGizvjnP;gOe_G31+u$i@)OyORtGrAwomIrN^4R8}KW`?%`?NL-G8j zz6)<^O-OcYXxs6LtPIgwQLmm6te0o+VX|(?Z)(XLkGC`Dc&JVKH!r==Y(;!HNHGh|Tv8p92rC)ds|;`5_ZEW^Fj0mtMzW5l1=J23xs^OG8|{ z|NHiB*DOae|BvAJ?K?-1w0)72Rn61*_HEh`JQsAJi?a5tO3u==UJYxr3CSIzp<_(R z!{#ch#6w&&?K-<7hjDyiT-}b#_?+PtLJ;pcpn2lr89vmes}4hn$-tD`d4*>&nt+AJ z;VBG$6n(di$9a!bKvE-)OV0}Omkwzs=cgt$43aS&*+|b-4-x?bx#XkGQY!nxz4WXP zF9>8LOo#J}htz{=O($PUC@k#lnYfoX;=z!B6~rO9^Z5~m}R4kXFEq{E6qswauQDbLtJm~`kr6J9k2GAiOPlSnh;3pl6+Y8!VrhTR(O=qGNcFy)5fKqw>O_;I@YnI}b6o zprxXmbd9d@)ZJh9jsXoPGLuAwZxmp^-f7#73eFE$E`O#;T5A%hgdC;8U2@qG22oo` z03>VCv?B*PPzstX_56q>upD~7?$q*sp&xqPQ1Oo#vaQAQ>XcFq%$TYlCkvMGLyG}~ zM|ml;JlqP>jz2-mY3wNNcaR1qy(a>n71si!nS?2ws&@O=R|0p-eBK zsx7{KCr(}l=Gm|E3=MS8=reoQd5NK`w_nrW)c zfZ-b+Ub2Ni5vz3{)&hcj*<2utG9rIZWwuPnZ>--}7M572*Ol3CeMvc}w~)g8c!m{2QrGsyfUJn2(43SKC1Y+I7pn z6PXeP82|gd6l_ZtDn3HkLSv~rWoEc(qv$`K{w3{+U^OU`b6$RaNz3=- zjGJL8LwB8Sf0L=E9qlOnJshJQfz%QqE^UK}=ntPzL1Xh-z4a)yFZ}>mf%gDlX`RO; zR?#Oj$0Ob&&sq#lW6*v}lMEb#m^85dO>sg;>*ipC4sTxS&JN-`c^dsk?FLn7j9GT2 zhV>dGbhCGU>d7CII-0;qSPI0+M8D!~WQ`1`yrR@AeIJ;4x z`-?g-5)GIJ6^WXh{Aex%Ne)EVeZ8A+c}V00HH~_e0-x|#{1tFq)zXpp=opsHl{FEz z_Da9ky8y}J6q|(SmsBDF@3++VA4lCPKy!~f$J7imsFL{_J!2*$i%u&SNOZESLa>QW zq%fQJ=gU)>{InPda+z&wWe_??LF^YIXc=$}NkSeB65LizB{sohF(FCXmYrc`z zB==aUzNj9*3L9&B-BH@fg{~2Pqxs~7bDl_2?cf^PTh9Q+#SRWLy!?Nl-B^rY+mEx9 z65U0kkSoEV8}Jl^*uKa7kSg#~u(3X5aUWMN77BejH{y70HH#hN{rd`*a*Fws}axxDGP)Dp%wsBNfJi4l#uOJF1zsc#e zd9K`;8)XX$j2n_-rV3388Jag>pfD@vLUW%iorUM|ZaZpSVhbh zig{uG{*m`9o)J5um-=vJOCdh%Tr(C>2zcqS$&4&7)PTV? zslj|8KK&f7`}F%(mE=9i zp&lP+V^~b)Qk1vx)lpaCI-H%1b+GJ9QtJmT$8kY%7OO?9DvxJKfGd;_wG9qpNEUIm z_5jmfj#RHM)Dp!w$wbH}${YTGOs+DlUSI{ePk<6i(tmukNkw&TN!3yppei>FCf!d-wrvyZDB(qgous z@N>7x2Tv^q(9T1}(=Qphj0oq)AdyP)W095Q2HH3MA=Vj?RfO$D;?4J(`$j*Xa`OTj zFD}oSwRMcW#3@VJbA+Tl7R@uB)^m2=91JlXkkj}4hQBJ3zU2LhDaGQqs5C~CdQwct z&4u*C;0&dJabinB?SD`9D)+5>0pV&%$;YJ5a%(R)#XyD3&1k<^e`Stzz=tV2dciK38&r z1N5@$-c@qLx(fp@E|ktAHz;VcDo*NlC2a6!lC{tz)k4DUD%r_Tg>q6)S+!_$!dx|O z)mj{z1Qq*a0k_0<m;NCZattKW%zsh|LHE5h zKlotU7bdlI$1K{!MJrs|zAO-(X%{XYE?pm1L0GUskGIPZo`7{n=>2APP#*`ElA8Bj z4>g~{?RQFKkIp*sBkD-CNO-sUg64h2`XX~kzEoN&um#sxR5e@PdAabDlG{~z8=6{v zMiSgvT4!^O0BV}bj_#XRAL(VaVJly?lDr)LV|y%^=$C|^bUD;LMOCw zQ_a1AoW00xRaZq95!)W^GAtHOyubBr>_BIu$F;Px6bXSfb__ofy@LNbN55;Z2A|a%ush;iyuGHcVPI1^1P|4o$U?dhpBTIG(M_xZYQjOA zfWfQ%o56MOn=l)#8oy!!0nXkN2AMR=e3$C&NdW|x1>K1@5p|R}MKZ`dLe6n+%Bakt zSB(bWkjGJ?2kbP!Vb<8Yybf8DDR78H&#!APx|uVgck~ML_oX05WrYuAmSKB4f3)nn|2kZ zX^Tqj1rBLfLQ#(+Y~axCM6DG?Taw(1cqS`R`;90!X#;u^3d*J5KB&1YhF1SapZ`b>3#M8zi`dKB5Kh))9H9>|yKS*M z83O49H%Fjs+5@?_oXNvQ9srnM03^3dmuM6=f2`WYZY{bU+@Oa3!;aSy^P^! z8xJmk3%aywXX_(ax~oUU1SwTe?{{A!x;neSw$2^*$=pfHg`rF&JPTW#MJ15YAowj2 zrksNZ73qJPeoM+DpNe?V-0^n$fj6S01%yCOv!?LZNTJvtcp*ki=VoV8N#OL@eH-w| zr>KjK)IDqPvMb4I+2q{ORQcmFK3ByhR5Hscxdo}*vJjxKE;Z)ZBl2N1$AWC#Z51E?RVA5)p0kRr$+&X!^njrHA7XP5{ZzKLUG z0ngjms;89SaNlO5DZt{33dgYVIfm&j$}6L4D2}#Rb>H?oYxNvqmcuD65}K?y*JQvR zLB*_wUCY4%jJf3^GdT165f~v}987m*I5Ioy9=8c@&B!VM)MKa9`YXmMYnA*loi+&m zxDN1E6T4+fQzZ*EU%@(@!FR((AkTkKi$;WI{JK`%71PmBA1Z%e-=`^@*|!ekq=5)O z9lRvrb{P#x!teQ`-&r$TMM-J6kKB#ekoPuDAzK>An)pnRGCbgGl($|MGR(dDu3w|J zt=lS_v=K4L!Q`V1wPGefQm#*jMrgcJ^rkE^7}2tZB+)}G&XUXVIoudEK?It;sH{b^ ze}r+mYdbZTA@~(TkbyR!1xMk=pD_<()IPW>xVT&pFi6ZN!LcnP{nlNsPkG;*l`LhT zJ7=^?3>Vzonub$1gTv6dD|$lDzbYHok!UVpp981P1A)kI-AHg|z;N%V7e7YbKwe2ymg8}rv7=-hnV%s6_-F}=OeOE@iysx_CpLG;|IE>MjXxTfphK6C2w{5 z=H32`O5fZ)=vPzUEL`ee{0St^;$Epn*-)rd+8{|90ny3_J?O~xOn_UKdHrF@U+t?X z7YVdJ+t(4BqNz(JXY!6^aY}-5PJASi`L5wV=m#G*`3kap4ZbFu+X%p)15ZyJSaBW?k7XBt-LlXLsa*E;@z8TUZ;jl-$?*D#3k93ziWJ z&$df6oPzlN`N|-sH@0MgBc9*oN_kzqkc%|&e-Z)yB^SqHTmWY< zz%yxkrQf>iH~Rmrr1XGx77O7)wESjH=F!FF9mxW6e=bir+vOy; zfwrBeh%Huq=yxsB9KoaPy`N4&hAe+1;CnGQRoNS&B}RL)_p#50d?5gpYRaO(1j>Df zAgf;xwidMk01Z6bZVBBFlS13^(Jjy!SDxlv^*x{vDV4#=yIoBcKm4UxnFX8+ z1Br0Rh~OSFB9Y68v6QNJI`8vbphwt{-DX$1Va09FZkOe3sAfT=?YI>nSSQ>j5ry#N zd|xnb-*Z!6y@f}Q8FsF=ZYk5m;d1-CLM5TdECRfVlD(UjKk}@XNH^8Ww%iRY$z2B> zJx+)2k-y4cM@v$shsL0Gu~44KlkuUcf3laG8n-j}CcMmSC?j_^vil;=wlKu=EsRS6_N2L%h66e*pg($e^Z{B5Z07EAtRcea>6Vsi{)U zS@{AxuH7E*lIR2tw3wimRT!SP}Doa0dX7BjkS`4;xo+R|c zgWDM&T!{(UVO<3_mJj=;R&5)1>frrcJ0%g{#XfYjb0JJK5J3362w~s!^?dMJ<3@5vsSd3kP?j0L%wuRn;x_qE3;naU zrK8?4;+GX&ralrqw~B4r`<(&^mJhl;NEnm7J4!%)zu_ncaCOI*uHZ>`L^-S>!4wWv zlx#Py0KzgrMTI%YD`Zw^zG`7_LSXd}?ML$~F_8>_RF-APRLqX>W}I%W39UK5GkKV6 z=V}Cn#SZV<0UK<<_0wkS-tpHdplUgrK+=XKaHR%C&ztw!Z5sZo6KJE*y$o0!r|*cK%-M zn-<<_)c|`l7M1vz zG{9)BWB(r`-pC)1MAYj6C+nXHK7V=VDL>Y|Q~arzD!~()mqjn5LagQrEWIY&YbzJ7 z0SEM@S#!X~_2*hCbupO+v}+5Bg_5C)6rLVbYvR^;ljKIw4cspq=7>=pZr3LI7aHmb z3MB)?J}BZZvgAfkDu-TR9Q0EOWscv}ZuNoVJP9&?A1o+bDO{1QSsw{c`~dJhW20*u zBn@Y&vuc=(z{;zuVUTGVOdlO{0Bn&lHsZDxSiMh?wFG(7wGvPFY0}r=KA~C@@MNj! zp^y)paTwhzq3b2sDtgz+>n;a-^n$=jW~DApkzr>RQV3E$@9X1Xc7gK951G5vDV+Ag zGg+%wp1nvuLK>c?x&?Gza-1<$RzJt|&$?NXZDEcrhyl26bTe!?jZ{uLZuJ7i+AD9T z_U&f6R|3j^$S=qe&_imhVxv#g%F|#IDmTp4Pd>3Zmy((e$O|DB`Zj>#GXrSA{uoG0 zJ574zG6a?3mRva@nS`B2qIyGU4{O|%2(MlPO>3Ja{t-i(7wiV8kMFV3^msk#y@2(S zj(6L4Awi9BMO9&kxw0w-&6ZBp%p7%H9%Kt{C-__?tU={LVfHE+SzrdYI zdTWjX%IlKGShXsg{{C?r{K-0=N5Q0s4vT@py^+S@$ZZ&|oJ=V7vnlj}|5yO@%<#c^zeyr5%E5 zt4#l`eyeXIqWo+z2Izsye#6Ty`BKBh&AP0f<)b%f+gHWTJWFcBTE@cuQ%mIW+Lfgd zz7WequEis2!e?JrS|g2yx9o<44Zi1$r}(`ue?#7|)M$=Lm7(*lk1uf(dBUf;?yLqb z6Q2H6v4xMl$bp&z$TRVX6zzQpwz17kAqZ$g!njAOcK_!#Yv(rve-M0g*$!jMO^+~A zL)8F{mRK!{tU!rzTC6kJ1pTMf^kFfzftcZk**?KqzvAO(Ows9aW1OCb(eg7;WhO_1K}F z8`%gs{DKP3UVn-$r3zk<@pLq^qvBC(E5JjCFtj8@X~jH6XP^fK`Q03-<)s2~WKVxSbVn;>c1u#QZZ1(3%ZF4l_V?-~D zaCX-_pNW{4kz$4Pj!Op(^u!>Qos=h!!qvaWIr^uzBC$PtJ2f^c)E8{)0002V{D>iW z3lF9%4;cP$|E7Z1)~ChX9|*kXIG{)i{U&gGZN=jx+tI*Y=hcZGOv_eoA3 zsc0C#ZGR7t7Im#iGlsl|1*}r9`vW$pTC4UUnXT$@bc7je zI%mZ;UQr>F%w1USnzOWsMGoh-#G*p!&xD1lU#nct=t!rqX7X}!_5|$NeZ)b z4)l~R4`ivAjo!)|wF#ZC#a)(FAYm^xX@;c$9~C?d`;5=3mN+Fc85ZKTZ9ufOp+|jg z_t6Hn!|B(UtvPl&jedZ!Qc1`1bB^{keJ{pIa+ApsNxR3mV;e7aoe9Z7HNl~p(J(_m zAQgfo%~!oOOrlN&{pN>_>HITJ0bS#syesHE$&g&@GtBcwIzsDLi|kfHW`?{= zww66(z{dm#N%Y^Fve5nALnP%C;R9a{>8K=tx7^H^^QM!v2PwZ_04;$&d)L)VbPRu3 zd|OOLPs{Ka)E`0nqX}#ZI1mO=dt5hKqluhzQ42sXV@h8e3B^r)-Etlk9^FhHm_m5Y zFl?3KM|jFp7WrOnnO_{IK(=Vacr?SG+E1#X_kGPm;7N%&GxUkX!+?jpqZ(+@?YRDw zpjPMuz}qsp7TTp1M>ghQ&)N;604{g_8N`1ai@cZXEERE}d(@d*@d&fp#g6q?pE<#> z_u)r8{5t!H`M|%@MDesIb~TM?is$esycO-d33=5ng zPO?Kf?IIMG+=Y9nUO9qOo)HN%$RH^85f_Iff)v_uv9CJo(!&9sS}-$scJ58|1+$r3^$*Ot=VVOVF8{HxSmhFn9ohr9a1E3k5u zzbv-d7XE{cbRk+DWk?VK{?dl%g~af55S-#?$W2+{mNgoQ73_g1|>RuC(r+CS!bJ-CO@+rwb?&(;-cE4^~l%EHpUpKGd`Y? z{R+g@W?ew8r_$y(=RYmH8?e1>2JAWm!F;XE9deYq`*|&0f=kvax^Y^!t}ppGwjen) zsQSAw0?%9)@MU<#r#5#~Gw3i)y#u5lX=A0c=Lo7zA?ZWW1xU{nWgYC>5Gh98HLRl+ zxdXsASEC=m5M^?(6167|ey(RaD-9Vlnpe@)MD0(8F4S2^jTA~`=|AUF^b&pDdz89M z^J@-AR`YNzkWgP|C%m`-5|B|l#MoiLVH|ja(MEalMvb}?qFTn1Whv;wnwY0FFLiL= z?zp>sXL|MD2bU2Xl4?p7^d3ZbbKn9eK7WiS845VxW{8Zr1OZ=|N={$t&Zqtgikp@s z@CAh=H;1yx?{@dAKS!(h`jrQ>tF&$xD6j-5y}z1;aaZvWu>68nDn23++joxo4Brr~ zT&fKcFQ8iOa)yFC>3GE^2to+N9znVtayTz*Bo>2uQM=dhQ~tg8>Eil9O)wZ5kc`bh z{KedwS7WFs>0UpXcIu?-Ee+S>pR%+Pl!JZ}G0}U6>Ov-1E~JAYByiQGKSAYO_hCw? zu|fvshVpKm#2{A&xBmHAvWEo@iPLd*v=1`>#?7p~2+mcd`oDLtu9^v~-F6<}*8}=#? z{IA5lcfy@iDmN4O7S8}IRc?*(^v=8()dTd@!4QKBHpuS9Wl009Lbr5oD|zm34E<-x zeNw0CX{j&lw^tR4Ore+t;{O0g^TY92vd?i^d#ba8zj^~qi}-p!_`YwVXu0@!j9w9o zqCow}UAJaV)9NF%+NKh&uxDP_sP}?!gmR$JCtHAG)NjYQ&8w_Lm&LU}l+_B*3v>3e zhZ44?=ureNXT^KLoFC6mY zt0DTEl3qWtT3mT%w2G!>sGphTgS{go8YdmIi%+sdpP@ZyPn!tGM zq|YBpNd}9gl$)?u887Si#FvR^I|ePfexj1pUwNR7PcTtP`L+6!;paV^NKT0gr~uE= z8*8Z8eo?(l89hfw>CR`2$$24Sf@0`BgWK$0`HzM)aw-g6-)`HtkXg-I3tvOj(+-$!U^DsgPR`CLHiym?K#iaKT2JyTG6g` zSyz}|r;*mfld`={6%XU-D77#B09b+d06FG3Qs9xahKpISO53biAl62cLH*uo8G0T0 zdQ>+osvYc9Y}MUxfTliwJ=CC!E{(JM6I{EZ6!->bNIf0riI}%8+X(t$U!;P2@Y6=oI+L z$)}Rf`*RQ4Q5mJjE&guCW1Xk7ru5M;TMD!;Gg^)oi{+<;pz5F|Y+8w(?xIy1L>6#% znwm^Dn<`imbn#+k9xtkLDj=DorQ-`Pwf%aHDg zol3yQK*+2f(%gMwdZC&86o%o4b?mc?P-R6ciX27}*N`IwE@4u1svdl<;I!~Q^|Qrp z9k%%r6Ao|)8=wP=JWI1fW~u`p_HA``s5SKXg?=>v`%SA6@TX8XBNGx0ncGQ%VlA*fm%qkYI&DfB#K_CvR9lV{yz*umO_Vum&F%ogSk$sN7@ zhpY#*8U!i6t?C@1<%?Z5MP%=&V9q1a2v`MSm{GSCr#?YqHv7E&5MiCSEFI1ENKOCg z2qMW*V2_^j#t_LJ$4b(XkKCo)>57&!anOZ=nLeDLIC@^w)f$3;mfUT{$s8gA13!c0 z9%qzsFk=#TUBW=3MK7GaL*KQJl#%5U&5)_*-q`qoE@^a#9R(SxUG%!_jGr+u#mta^ z$W{rH%i>CF&80Bf?JkOD(nk`-nTqCC&T^JF=5UO~gr}mnrk=p5^l_H2zK=RWSWKBv zHCzfoanfK)2?S{10|8E$MtW`lZ5}dwS;FGaHyHW!iRrkh$TZs5EJJ3fjz9&_ zJu%-ksxjxIz%T=-Xi-sZX_5dx&B{_=!WOCjbPN7dz8YHXyBUQ4~knmCjqq0h!d3v2(z`NT# zEEN57wFFMc`Yq-^h@)C2l_C~r@vTTdC~s#>97XtXA0tshxO2^*i2h|M6pV|}qEcUE z+#$*MXDjHKp5ba|Wf#!CI_wb#`N}e8BXBrV3ti6!jaX$Vc1%q@`^g&xzfgL^8vkDk z-pbZT#J19cCYlf&hLJVOzvOSy4&8gTuIa(cYt`|LolqBn7)+BvL=6XiX;?v?5}ul* zaugKYOW1JMR8$JPO&kK`(5PeQ~6TU0{Z)E*I z66|l_q1QGISQOJI6EzpmZVF_k58+6C03pmn8rVDYpJ*fEjvI^|Z)rCz0_g$%icNIC ze~;z)%b)^@Js(N}X@~NE>TIdpDeXti-v}Iz>U%}WE{*^my8%uBBBa9II>k1P7}rsG zk~xE~3fgUdiJ+g6hog-h-(>v%V*eNY`lDK|eg6}j@uv7Q@a9SeXBdj6GDmAM_RHgE zc8NTy+%;4B@Tf_$m@D!XxVKp*GY?7+RJgt;D-=TU6(ES=9O!$3!wl~PKq4~d>8b~P zxdq%a)_Q_dSlaL}h2mu3Sf@WpWylV5t*o&dpW8;7g~oxF?F0h4Z>5?VwAx1=s4^ox zYuKWT|HIm8%qPB&rh1KFe!+qy@0iuC29m`inJcG&>so&}Re{-2?A^K|O$jYRuPWS* zt7m5`w=9CH{h^IN7#^A6KRFf=0KxBB_sZPt{F%f6c!X|%`Lgqv*y2UgBdG}`Usaj- z6X|~K;!_yE%9kZQ2)dH=qUxGcG0VxfY{|JQkb6UN$n$Iv^XwNQ2_K?qYLNk5*P|kl z=mS+=Qb3l|wb}AM${LK6C-?&74Y^r!o8hwwU*G9TDKU~|0GT^-7keJS$v@07jxUm$ z*mMN&=^7{b&fB!x^w@wg>j8^S@zok(xan=^;8K#c{hkS}0JM)Tu{E8irc3op&$9;_ z|9u}#b$NLsf0Lj1OmVZMoF%^yt`w)8c0Au>^~g};Zu#zSlx$(GqYo!H%54$*BbUC6 zN|@CU2>+LiH{ugaW`wD~8@>aX37+A}1hMP$t(Y(PZe<^@EiY~~+MRPgINLVK??qf( zbA^4{R6Bacmjm~%-0tQk?cCqN0t#mO92~+V1edTG+ov(BEA3W*q^P;3r^38j`DVyZ zP3W-j#qLNABG^>b7LdxK!`%Bzso+Zp@T-$cwHegvEko?PE<%HFE@POf%?b51x9+m% z7^}Z)c_h!Jnd?0@+;%4vFvJ!BQ&XJ}vyuGlcsSJ}Z2_~tONjiSb%Pv^;n<-G4F!cu z8;_B$W)vgOff+YAM*R|vw4`$c(nw` zRooBFSzhRW!|a{8uuDom=DffAeX~cV9SL*b=rxnAh2z0q)Eb4LxH>ibV{Z1;DEQPl zN5Ze(+y5hiU-@v}4Wi`?;8J!@4Gu|+RL@B$m9GH%MzspS&_Xx)0wUq-AjKUS(ILJ> z2O8#$K9k-s7y5ULZ8Oi^1|t+K(c<&mu#x-6xp`kV9+xZur6SX8HOhJW?~4sQ*?g}b zhyu2meVNhAnl&lc`2(Ri^RQUq?H*Rh+aoErmal4D}H zPOZ+KHFn8}^gR#vLQxt*hEHMKRTS7Ji_{Q-OG|eL&ld;dGiMI=cs6Sz0E9j9O%wbo ze(4zq8jnpM!4!bCN8ompq$^e04lUt#%#$5;4B#U()AIKXJtR4aXdWo0<7(2Lk$qa|jb+nHw6bRO)+QRDytLIi4OYqdf`Ehi?`8C*QU9MXj zt{JRz39x@vDwn5MgyU!Klvco4dIv{IphJ+v?Liz}kGx}D->A7cCD;UGw zt@RPdVgz#5qt5iR*JaP)E=V)U6x<|D{0jU=^2AaTD}Gwc6MvA?Q2a(!pHks9nZCNtiM zewhul)}&x>a}-NwJ&pUhQa1cb&6B4e$lC&~piO;X$o2;eMJAZvFpr_M@|VDo2Xa2q z%sh!+SUim?ii+|V@Y#La9~O1ylnS0SjdACNVc3G)s0x?LKLeD6X&Lk6yNC)~hZ`X) zT(qxV=Syzk{RSK^8kMF5raj*7;zll&29ULKiJlLeQ~NcxAOFZu=RPm-&%^pW@*?#b zFO?jz8UtU4cE2S(ar4$?qVseskS6Rngb#iBkR=cngslLQZo=<(c#Y&&O0__oHS+LD z)m>P}uQ4~7E6H*&5BQK4y8{&jQ@^@k{@z}is~MNd5`oetb?Af*_^aEs?JpHWm0?72 zP+5xqvL$1cF055z-s8KBp5(SUQ3o=9Ht{6YU32Z{GXKAPf9sSAP^-?3F`cL1X&W_e zQD5HQL#<<^oWVpWo8XL;nG8ZjaWQk@+KA#0Ex#-Kb#w>ZSSdxZx%uHB-+a%jQFP}* zyGHu&M+{QHA@QSuaeA$PoiEd;V;Tz->blsws(@|*$SmWc$TuI{o-A_ygPScYx5jqoF#hiD@4#bIsSPW@f8M z>%Es1ZqVv6ue9QIA`hix$yQ~B87IWluJzSWZd8M8zI^>RLySdD@pq$Z(hMMc44|8} zRckvAt1xF6VdswKI$=^FZlix8!l6a~%dfMW1bG;0NsQO{BIszjPsX_{fM^|AA60b? zq%0Ikbw_SppK-3mJSJ>l`i1@0S%TML1(3@Q)(+T*Y4agu3ty^RLWKa|KU@Tpx5g%z z(JclBQ0u!@p$JHX*&tdT8+9m~Ew^}QGJa83cI@=+c57}pFd(NOqf;BdJ(|kptSJYW zZeUg2op9gaa^d+>hKwZB*e<*7x9b}t`MmUb`QdNIxJz$RovPGG1@@hW@lTtf*`24Dz5+2 zC?pEMu~(D|yRhl~5soQExtLmxsJ!*W0^rZJ3_MZ76f`Z8 z(dac^ey*KL8-^#%Ee0GOh)NWJr}*5Ee5Js7gpq#1LfpYMh^^kOLQ^Zn9uo3$!&9iU zZR^+C=A1>KcyrxXbKV(B>Gp?yi@u2`K|7!V; zVM{ksFjXVH8k;Do({~Ce;KujGNZz{HF=4!0_r%Y=Kc#O7kUUtFC2-&=wsxkgoUcvD zd`eU7APtrc&f%1H|9WXgMzrP1D&U#^EU7c`YnFn0b?0@kWx0X%oZ&R^OH8mWz5T%d zkRtpNa&e)3@?$KLg!%l3yOJ(!YSk_gBjajl_cNOm+WA>cX0*rL%x%n$X8VAbdhs>_ zGigdWh7T_dG1cm^Jf?x9O9XDx_RFgCkkit;tqG2z4>rMjVYg)9jRYD?`o4~GX1W5; zkb2(UJ3f3HHkTn%QBmsw131%^u_Ri=%uX4?OtS!M+Yg~<=8i}>VFIpqsDb2tm}EC* ziv-UW4o5F1ofJ6O!rP_1Y=J5%9E2|si6JZD*(7d~cJc&sq=zw?U1gtv{BzE8)fv21 zR{WKXleAfb-gs^|MNZC_eO{m7H>FDHe0DJ`?tFJkov!BFz;3AKm$v9Sae*9Y{xmh_2^mP~<(_Cfeq- znG{0mQ-c7Cl+0>HX`4#fFXmc=G+pC$qSk0#cw(72cF>SyR0pbb#ShIY-JNd>m~B<5yfk7` zPZj6hG<}5uEOT!2F8(&o)6!IJK1w(aU!&G1GcQzIC`O}4J5v4Sfu)7h{kn=5OD;uZ z$eP3p(O;lNFFx#-zN|L*%PD(6sv?L$Uo<+A>?9gEwf!DNP6t4+Xrt^|Ak!;iu5#;d z8Tw+WJaS$~_?)xzy8ey2Syfj*@!BOJ)aSPr&m9uU3roXBMhJ|8WM@#A1gGz|1Y~jwsve#;V?0jRi)EiAeyCgC`_32 z{#fTT@U_9k3hya7U=-Li$ zV9(Olo57}9)9@>a#34*_c4AT0Hw}%B_g(}Rov??{5vB`0>g#;X1V!xEoh>atwOoJC zBppcE?pfbI%Ly@X?n;Y-JEYp2*LSEOkbAxI=p|d;+xoJD;8$C1b5i>jIw^V39_g3r z)o`tw#-HY;8-rTEma{P6|J>ML5TLYU-1eT-44mX`z(t;?X1!e75BnRd%yoHFZD#7e zXII9#uYJKE-Nk^98f62*$jLWMgl&r~0c|Ji2%{84Nn4-fnk{iMBR2L~Q(O(Von&{k zDx016FnnV4kwngbh1FZ#$<6`iH>UG*%f|!G;l@pc#`qXM8}!v>?l<|HJdf= z(v#5Pacv50)=0-Vf>F99u6NaH73eE4^L+RA3n2q@E6rCJjf~3Zy?K{kc$xB*NDHHh zRY0s8Rs9w*A!tcY2hWWMvnA^;w5IEWB%fi zmwazt62 z(D~O#!oq|pgTe>uOt?c~OPjLibTAjj*+PU1XZGo?viR_fj$>7ZjOIOA$?gTAq|RFI zHpsXoEP38&Fv`%+2*##BuvDh#w{45md`N=@oLVrRHEWmAo+z6eQ`X;*R&dI$%lNEF zw_^kxcQ)0@mFhw-d6^YdJ50hdh-IMr40NmTR~)1mY-L_c+&+1=OHLA2`UVLLaG&R^ zHI>z-u!)ro%KnyyIv1=vr;n)qWlE{ViH%zRRc8yNI{&L4AUsKdO^6Mdh6j^ISzf(? z8VAE=N*jtBquunIcpAmG9M^SSm>&|N$2`)t%r}5?FxXu1NBD|zdnBkyA@l??c=VnU z$<44xg4J<*mweWGtGiNzYwyc?3Ba43Cnv+Kf@u$otyg?$WR%))7Krr6ot`H+EipqP zmBNSWnuc7G-~*Us`{_Rh;Q7ft8|gD5XpSJYd~lr2f1LoTp)|p9WU#?Y=v~ygI?5!c zJEMN~vAa*gT4i)r2G(`1s8^@XxzoC5lb<7f4Q)qxmeIhUX_7Ldp%EgE?>;K~^4f+! z;IbM9JSeTJ$}6xcZ~da|lG`!x(*8kV94{g8NektKnDlJ?1KBhI1n@661MIMFp!^Jc zpnV9L$thwC@Ge(N1jr~NQ|`RSGI|Bo01ntc38e}NcsSL{e-Wl4vYaF{{2U*v`%*7E zD&oho@UG%&z1q&6xzd>32kjlUmuX5_yF7Zx|CAd|U-YFCKx|`llc;n(W={-B6Gh&@ z@vp!K_QLyP}MF0c0_7C}`(l?o`v~MJT4Gi;<=En$!CE~)-+mrd} zCQ>1*7dKTlKnO->kig%~ni;E_a~_!Ie9eigh(xJr z6NyqHA!emaIR!_xg`}{KL$bXiO>Hq|%bH@f4TD!%7`4n!>2UVm;CK3~-u$hVUxGJ> zdZX?dbaXXP!ZSm^uKuwwa;yidbvhuzl7{&)cHr??5FLeqm=tBBVyC1L|_~ehIgomV$5nUz6f0&a44flRFS<8k=SUgOV zLGZ^G)uQ)gG}Fj&`fk*RON-JHRfNEkV8?Or{2_5@#6akIm%8m0$1!24o)(dTUM%!@ zhQM_NeV)PY-e>W|;5HQ35GK{o0;%Y&oDU4?+Oh*W|I07S=xzpyymeFeoyH(k4o#j z;(qafa{x4-UpvA$6tnRv7g2}2JV|{Q)qGo0;JSqS(6jyw69nOpS4jjbp5pk?-tEd+-+ps>u~jg#;RqFWA_+b52U42~gmNG=;(OXrS0Q2a*AT zZ*ZUd@h9JsNZNvt9AeeboPvBs7YEuIVOZO}By{quhIJeQ8XfRV$I2aa>K_rFD@@)@ zV9cF1|F)^OykQtwFVcZ`So?j|fE0^mR#yaqyxSJ>Lzl)v{KP2!l#=?o$C3>1LRrQO z2r06et13PV1`FR}VKH==p3(6e_bt^sMm`Wqk?& zAF9A=cE;xXE^y|S2_pMsWV4T-0!1^lkw)QKD9#KPC*w z^d}Bb1>=5Hs9*@vd5_6+=$?PGO*g%*=G*^$O!(k*JIi^6xR&7VQ-TnL4il{(^K1Gf zk)!Y>XlIwI&efIc>51EF>k56|;^4aly&S0y|o_YEz)F4aLf!434x2>rEJp zrb|EiQnYRR*Y0mc?{~{RDW0{P*qoBMCy)VcZI+d9wVI=U?{_hGzw>M84k#o@7a!yc zROmwtn?V7&#R%zZ>5vH$h$HXO_s4$=tCH? zSubPuN@8Ta0N-wef`9Klh(qCeLVodr{r9O}P|HlP>6P>}-8l4V+?bI)_O@y)Ns z;N0drR*D(hCl>vcuR8t6!t>Z8BQX$XxVUCySl9|HS<|_x-+cTEg@p(^j^Sdd0^fO5 z3=A!GlZ|bLthIvbNELm_6H>JC>qpq%;2}((jLsyXDG3AZ3nQJWP@iUcd(`QK|4~%G zmR-RzGn<_+^bRv!!i1O*V%3*tYbna+qAQ_jDw3F0ZafQOPPxJS7sw@y%b`PT?r6}S z?OXU;#C4@br=#|kLR3xHwb4_Ad6ta!2Mj~(v`enQ@3Sl4G#jfI@TiFq2XRMg5>%l^p(!l(?Ed8hO z2;Bp3?b2cpNBG`{Wlk04!GSudkLPC9Nt053%Qn~^%g9(kqZB+-jN?*edUJGlk7{}l z;CV+6{Z@|SBf8gW$J`ka?*mkg87+OG7Z})z3%o@KRBenYiRRpojR~)VB{R8jXJzN8 zQB5OSbw>v31D%zeQ``Au!YAJdBD`jDoNHrwfj}mEi#xeR_YAC9uNB`h5F3I$0S9j; zz16gwk?iI^ypDE<4GRbB0wMRt$%)Gx55$WWzCTCCioYZYWS#}7G7A$7ku&PS-~4$E zo-JPQebfBSN;}qXgfxxjy<8UjvJU7c7 zqBx1tcap4k6`KI}wFS~)k|P`hy2a&q9iZVCcH&5#mlXw^vkgW`Hi};X_n+uG=o~5n z?O9VKTeZ|rzivo`z%kG_%_i?*M04pj>RZ5=poyI@h~>b3%~ zTLi0H*)S>{bJ+$KT05{Z1Px8TfUO4$*b{MMZDlxq#RxhJ;G&sAE)DB2({0y}q`HHl ztUNQN{Uz>C<2~zai{bI826(*rO>2Kw4>s^#!*tM5%PHve(xDg}c9t|qn{YDH&JuHvK+%rkaw&b+^57ZAAZ;OtN0}=6H zNI+?U8T%BVj4nyigt2Z;TK!Ic>B;n%{)B-#5j~9%>{Sh*HGS zOEc(`qM_ey;J?VTjB$M~)S)0G4PaWa+uS(VctWpKyc;xQm0V#`_0i^m^FSX~7bLjD z+Di5G6kC7wN6CBkUj`k&wMu%Enuf$6@x{G)doDLJ8uA$jCDnNEkxM3x%ty_;J#fU{ z?S%FKzM6JT(Jko96Srt5>#fEEBL!gDl5x6|FL4l{w{4F8oRzTFzy(<(0}xqvI`&IG zenA4O>}%TzJj1EXDQLPGRN2N`Z?N@xzT;s6qldwERS8F@ijPpK(Aru|aCR)b&2&?X zUVqJHCQ5_9LTE8$=l!qW!OIJgadh40MTike|Jwzum`bvh-j7;dDyB=3?1fM&I`mq2 zi{7vg7hTZ-8N-%E&o0j{N3ZO>BJSbE6P8F`Q(vn2) zmPvp?Tp4z3vnJcUMUW7RTw@E`Yl42h5Z5s1hvQ8HjPNs{-Rq@(xK-RiUzncYsM((5 z;%IB!r4@~2RxP>zWU9udbAF9`?H(f@Y?oX_0vedFtAg)b)ZzM^2ps#}pYyXH3Kv23 z^|()m$R_qqP4D(@cVXR@Ine?gtGK$vQ~~abqS)zKbu?hgT)Fov2n6o{!$mGIY$a@}!iv}Zw&B;=B_G%3%-Ab4AAst2n5S1&)U7$b z^BpqMm{FQkadNH2c#2jnS6(h44~=7yCgEMB2p9uAdr4ixM#j z;f#0CatNg5(FuPs{8#8EAZjDFvma4vwuR~W!Y5K~mUZ`!*bkcRv<4Fehu4x) z6jddAE_=)cU}pTf7$eAPD*aS~+3$Eh2d)6}TQ}|`!o_TeoTU~puPd9!VP>GvO%I=B zjF;oF`fmF?jV%$=ODAIDF-2ZRzVU^He=EywQz0-&*Fd72Ndz&J4ax?M$`+$`5 z+IYc^g!93u{y+Dr`abcaj3fiaiX8*sjW;8=W&W}uWvm3``3-yMhnVW?!(}l4VEo*% zCucw{b^c`9YW%V#AdI#;ox_-&Liiyz?)<0bU(pT1XhNI=6=y3x{u4nDEaNDqm#+X> zYePlGIxBJI0lOxK8HDsS?3s|rg5xvccaC~~$ zT~vu)c>;NaM?+ZLxy5-5+DOv|iYiHvYhiMMQS8nFZxl{^R$GaZXW-7?ZDjdj>#c92 zvm2h4ppCt}23W)ki<8pEUb%sm7~0{wnVr?1#{r%u39@gHqel&A>zaC@=^*kEV9!!} z`@#I%*^aZIS((o)Zq>8B+TI>1*)d`m%4sPwg~vH5{On6LZ{|P_i>Te4ugAwE;E+5x z8Fwnb7#SZtA!8j{6VXm#|H(gF9I3}X*?RTpTL!a@1&YQ@$(84Lj3oM0rEVjE%1phh zW@MG124XvHjM7HJYfZW?vG5_tKi;P zaSbSn8rC5J4`1YD7QM>E(_8_yKANXps{ROKall(G-ffFN$f@0eQ^IhFRfGa<=Mw1Z zK}rC0M{_h{t|O46&$fjzjoKrYou0c5{TXL((B8B8!j)m;1zgj{6@q$ zmWnZtV58vCaCJFQb8%LK`ZYz?2c&4%=Kd--xV$p!Ul+g$69bNS3?uB%3LfU}s};^V zrgfeL8CS&(hsYV?d6f_M-||n)hw0PKVo6~TChbdt%aw%XPJn%|3Zvg?PFzUZ zUR*=xp^ujBY+~)bWA*=YGhvZ6U_`f|uw3B*Hc;?vAM@kE#m5xUHN_Fvx8LDSyR52v z{DG{?itc&i%mc^MCb}bl<+;&@0(x#k!Id% zZ9XQxco53&CkC@M)F)^Fau8iPuYzNXToMO`jhe66V}J=z?t=}5%N;oV*m{~|+5J7` z_G;m&0g4fI?pn*QYznY!h6ua{X32qRn5Q8Ckau#?4l5R4p zapT8tY#Yru6{SSDZk4wr>tdy{xc-D!!bnfn4x(4TOC-nu%-wbM$1L&Jkh6(vc$qZE z2J~wx+H)+cEvFu$yRTcmJ4!#THs`t|f|&+kf{eMtbq>$OymurLT?oazwk&2FE!?`* zaQnWP%0|u+=oVc98ZDghpZ<^%M9n#+0s&$$Lx37U|Bv}Gn2#*Rg{oo$JvAb-IlU#P z>Oomb49FipM^h}0->}}c^^M@VX~q182$`h7$vG~?1tY;cpC(1}?{v(4Cirq+B?f=! z(R-9d;7BxjULc9TTO85YmoQo$Z_x4)50DLQ$up++)EbY%YXP&MnsG&~q|h-diU!|c zYbZ;X=7DU;MX5He0`0`O+FKaVFi>?$*iFFtOvg;;JleW`GpSJ8Sr@@iNawL_R+~fV zf=F+25_!sG5b`g^*Ot{sh?6(|7N3YVXcsZP?R^o0Dv`HN>Ot2^SMR>Idz_5&Rce!pu4P2PPa)i-YR^XrXfE< z{B2ZB42Up!ReVjO#LK!?fGhsJw6!I(nVm__$k7t3yz{CrUO z;zyL>)xm-q{aPOF0KSJklLo;{o`(SHr8U)rp5)m+JZxP5b)B z@42V+{GXWS6_D>3sGtwJ=HlWup45|4VK5m3+fdIPYT;s@4a;!}~MA zXfh*8#Xdkkhhpq$Nfl;+dxrkcz&I^|CC!?=&F;?ieBD1RBj^1yG>-7VrH$Nr(& zCv}%v-np;A*F{`XLG{rnNAWc(82}f?bo=}|@-m3QSJ)=iFU^Q*gZ9Z#U6|=NvtUiT zRla4C!pVpNl4pa6TrMQ5(XycnIL5C|DD{cWYGn>@R;QwEJF29>!xj+m+jrDsmdoF( z(Z_v>ZRRO;_T_689ElSmk(}1>@v3aosH+G=XV?Hc`M;Q=GxY;S*#sHP5%%N37Ww8e zXYcyKO6s=I8-W_XY(eA@i}XVb^bW?g(jJ?q5$i`7+qN9KLVIh`L#g_UyTamqPRbkx zxA$=5hG&pv&0r~zv~*)!Wl3^*>(A!lgBq4a?XB7q@QICLlx+u{2vR_0N(|aT08zFC9~G=8JkDG(loqBj_A}F--I)Zx#I|nR zzPf=*B&E>WcOj{04Rs|AiF*k&BHqXV<%}=8xpKK$)}K*%j|ajZ>*OQw5*hW;6+M)V zp2psKKzgw|lz2k90a~JHT=M1gZP-@grri`*H70lxWt89SUQVY__s9}uIaJ_p^&SKN zje=aF1vVdCe(dIl10f#0*2o!0|>f)pPZ5;7B``lu_h$hFMF2)Tg)C| zv{5NUet72JKy3ow8=oS9YF$6X8c z{j>(&2$rWbzcZ6*I<(?l8O8&|+?a`kDD64uZ`faOh{{|lN$Z}Wbvq6cRHoKuV|Y@N z=x7r;3sPzu)6y+3H80Vbi4x~J>YWr;9M(+jnUo{2y?b?BD=w)N_#)kjX^B&HJy%JO zr*9*6e+Jj8L>TL_TM(1|2>Ip}fE&Rx(UugdpK0cEpTrL{Y9fYcCqw&`uPDD6zH{_z zt_mdoVP#Xx8xfw(dDd4Pb>hWOS%S)t?E?}Q8r|36m7OE68_R~h&vO!o@(HY)>H{K7 zGM#qVGU8QT)`%iPSD?8M)>S9d`8sI3onwbDr@*UM<{;_%iMaIZ>EW^?Qq=1>g_ukA zmcg>klZ9VT@!Bv3up?E`7ybhkJ_K8o!RAm;p6|j2AcVs~+a^krv^UG7U`C`x6nt>d z2aTsmgs14F7nC=ovg$rxvGNtnb6T{1o>ee?(@Lc+H8f7yM!jp9+}fIbl&8BMR6PY~)T=4hZEXkNKm^Rtsr!}r zCxmKG^Lhfn&D1(&4&VU9@xBXm!pfDYx35SZA6HK>+Ss$^X=tX7f z$*%E|=!1v@qZ-kx(v6=Xo1Al8R@$--iST|5x7)kY<2N(j_nQWAUg4-I=-u-z-dmTE zc(0FSNd}kfuA|Xy;7q}g)t_TTQ`R|tAV5|ICV2- zJjSkok<~|RbhqgmqH-g(YJCCsvw#E2{~FzHy2v^MwlzPfiXSGY(y};U*-Ew$?qB(iPg#lNP%xBn zK21RgxkWyg$E(BV6}YB{T)dR6sXVy&p`7A*nER5E7C2dG8kHr@KR3*}+P=N1MS%&O zEWN2|8gPbn6Fe4P3q4GPWQRp{+hv*PnT@A>fxD&vVaWe{Sk^9~J&_B20j(W4%~b@6 z#t4EkiQ3hpp;&;sXJ)-lio7y)a#*F#lT>^7Woa0l^+IN6#`0I{ zDgP9up;2?0ai*|t2x8;L!neL1~Q?+(`bxSSF0$s8q21U;aE)MVZ<)O z)V9hS!ypybm8mGC&W|-**@rg?eRU(gArxC0;6o}3Z8|P-<*H4FuShY15z?tXUM<0F z$M?>CCp79xEM;9!cwgba6X&wBNRL3b4c+XZP&n=$Ic8$4pLy{$8Vx`RZBe2H=9c)p zag`rHFG`z42%QE8nSQEV_{LX-{t6F{eO8MqU4|@|j&*AdQq}t3 z)UJecHVLA^c#of?lar~qV#o&7@jNUU zYwa8eD|lSZ9E*AgSVQY&tKPJeiY9*J2Q6+|9t(<0Q9}B571$5=B!m{1*?ZnY$1(W> zQ$QFiv?1;IimZRcUZcYib7np&3J?&vfk8i%f1v?4oL`iD42jL~N(7BY1)X~)8i5Cj zdR8Po#QOipKD1&oEwMy6%l@8o2n^xdp)JDxFZ~Zk2pS>QRx22gMi%zRcWSj@X$xc1 zf~Yd)PasF_Mt$+eruzgZl-tG>(Q{%t0-uUKT~nt#*}G6BAFIfW=LMx}D9gkZ(b1{zZ4zJi^K^cg?{c9@z5Q^%v}M{+c4kDBRe_tF4(CzCz2 zlqYQdb>wEt;nBH2fiC*&D>;uXw7uIuq%{~3?6%V+WmeiPOB*Ab8JK8({7sjy4HD~w zbUJ@&mV|3Z%+S~YsF##DFp?gf6BtEniSD=lij(H6#CyBOSm|bIOtwPbn*48|*I$U& zMMEW|T!1h9CH0Oo233p@B02?NS%)X5+ZQkmeR4>}y8^zh5w8LBTAc6^NF~SlVJ#+P zX+mW&kY}f2@g2M)d#%R>*Hd?S#XnHJi8cc+iDPB_xu+&s^=tOvcbzGil1BEV!Zuh& zm=m%=Z0jgy5ib+}5vug?r12}zDm)ZNkC6MSfX`8DzrO*>67s5?TV2&1+Qt>WVw2j! z2ZOp^6A1hjOKu{2=pSs<*LX2PO<;EiQ&rHKsg^gDU2X;N2p(~Ctm`d_8L#2ma(?zSy z%V@)p))4_70`Y<%>>4&HkaZm#T+gizuR150x^Z6I_c2OI2F+aTQq}LJ9NmERTSIY% z^l1uwsrC%j_i@ceSm;Il_Xss>LI1>kiM!SigA#)H&%l~>rtDqXGPzNcQ>o16oYda5 ev*{>4rc004~e0|4~u z0RXi5{%bSmzv=(81N_$~|9AO65{bb7+x}1B|Bo4vBoX|Ni@{LkzxF@;pY{L%zySb2 z{ty4_nEz@(AdTT@|M5dKhJyp30f7BGF@OMZ!~ih=u^#>)|Fx9F>f*`-94rL%1ga{s z1YY)brUcAPaz6h@^#P!0rT+%d2z&*=(5ML4Dfb%sgH->BxmbV zdV&h3ca}}J8K}vpHAfhiSqg>&IsCTVl~(80{hdbtBueA1(n3|%FTwY=@GL3aO!_nd zzQ2Jb!5CK%&4t{0#!kmu7#S)nfArcp_o!5{bH;N%tL4oKDqsptDegsx4$RbJGErwL zCObnG+960U>HPsK{&^OdGVun)Ump;VA>7@-&^u5Y0yYRs&0YH)?D|eJdinG4`9}Ut zU5*}(JuE$d##)MHwcsRzE!@~K&$^uy+i+0T=-mtMmkM<^igkWZ7=(DaUi-8nn}h{g zJ`*gy{4_hZ8Hnp=Bsfc%HOFivB`jPO&f6k~Od!yKGc;~RYaNl~7=1smCv38lVNl7BsdC~fjsC@S$JK{b($wX` zFW-uN+3cMoZX`AKh3X)MpZCOU*}nU14PzK!={A-Y@`LeteI|K0tA7Vw?y=OSf(niG z&zB9fHF(VtOOyJ|r#VRbqOD}Jpu*28lc+bpa>l;<_cT3Ni{>=ukUIKM1nh>IC?iwU zNkd8t`JZG=ELKfYls_q6=9M^BT^zpOkuwXxpKm*Xn@1TJrz+)4!YWgFdxn+I#-E$E zQe#hHvusZbYuQ4?%AIE(&q67wm9IOTeYQWlS{|XK;`M@?a5y)9%{0q$R?tt?SG!XT9F=|Ri>h5q~EFDgM5*Kaz_nV@kj z@_Zk^k`XCQ(yz?sFzXLFA_lcS%_{yNe-D=Rr(r6>j8FwWm?+c|Fmpv5q0cf^BNgX;}zb%HC-sU@&#ksl@ z&a zClE1*-B@`gI_REW{B5fO6K*{~iK1<7cBxExQ3yMKH|A%DnY}3UYUWsj0)I!lqiO?I zbkiA8k(nX`=IVUblV@2z3Y*)8t&Bdj7e;eZ;#46zo2tpBcZ1jhl+&IUgrY%24+-L7 z9cN=6E5E>pNlcZ#DtO?9iM4H(!aE!=Z;7P~Gv`(CR@sX^qRgr6fq&2Tm$Y(s9B&~T z;)hY>*ZvG18NKke1N=m#2Su3e@2z}+K>GM0mDpS=Zflwmdvs1`Nl&vV!$VP1%uM~N zDf{g1GW}(qh4=TQXKgA4kly#Pf96$+d?9H-qtq#zgZHx=PPAS%z{I(eH74!)cqybz;I*ZzM zAupy^{ht&nWK0<^Qm9@1Bfn=W4}h8Czwy##)Ixq47I$%*QxY$Bl^_erBFMyt?Avcj zIzR(%V|O{R)>SE;$qX-Zrp9o#fbad9Crp>Ujo9bNTExlXMVZgqZ4uy`RdJ$S>?rNrdqc_S~dc(E1m#{spC$0BXAiDdUs%cxGx6hPSOa}Z_yTuh_pu;K)+D@ z=VucEs}D_isyvP}N6o;?tSBPWF6|zLL(RZ?v~@#a%|$bvR61s?wVttP%;1w&RbR?s zkOD86s(F7!QQXN{s2lo;A{b364dhlIPcK>$t)F97=Mw;Qbc5h@7|`=oC36eA?zfkX zR&L5`h?g8Y%+ZeAi@xU_-$Gs|ChI^-^OCI9som8YG`maqy%RD+gA>QVc2h0_Sl7|& zBTNu(bO-)GR!^v&yf(H9zfvVN$YC@i$d~~1+WnmI5S$Cyq~O~~^%7O% z9>A_G6!wJmQ_6ZU{|gth9C?%QTdEIKlA)oaGj1Ngg^ZRMaj1tK-GRhRW8 zDRul!Na|#M3Wn`=D9io<7hRdYRF^Cu32N@Ul%BqzI1_YtdLC8W>}|DsZLQl`Ie0rX z(HD#5qeNM8-n=gPF%Z&ikGeFJ)WdzOaCsPN)mFj>(KZxFx!AXM_sX2Z-gWId;;xoq zgO_%34ncA^c0^1dR5GS*ss0XYyxl$g;rKS-mLFq@(fk0@KU2)f!<@z1qg6J>7c5Cg zWq5~95y#=1p{e{BJ>p4CBM-;L$8M+r>tq`?4#aKTzAi12BYF=mF1Pd6CaT|aD?tn( z_z-`IGAk6tlp4rdqHCp~R#P^;LD~?Ji3dcP4zT(Hsdk|*y`N>*rt#IiNG5WrHL}_} zA{xYpbWNL~NuP+EEKlP^XQ1e8cOS5gT7ABvVvZ35N(b}o4f>5JvJ+_Mtvl1(wSPZ0 zBDiVqY`EZd$f3Vi&Me~b7#DGl!Y*yOJ415qrh!Dkt5U7BiV!a>(akSfd|PPYub!+v z*Z1%1RwJ1wTl@gASq(VEbR+MrU{In~$#f$=_ouztL%OYe_hLDp4O5jZLHl$Q8=XT5 zTL)%cbdh*gkCq>5{xr0&urx@*aF8mq%~oDerYw2Y&V z@}*J`FoNboFk-aF3e<=o62oXdy>otkH(0>)r_yUnYxEYWZ1}Qs&I-nB%15gR8Ui*J zO_#|%*L{MsCJVd6&&E^l!}5aNCaUhlRg->yrLk?=XfjYSBdXZAM0He%l|~O^AzM$p zigQ|Gu?5y0vJ^UIIWzl3j@wsjY)@mY+i=R8d!s>oPwr!ZRPhNMVRMI!K?YK~Qtjx5 zf}%Z@Jgyl&k))qG6Bv&3FO$|6s{u<69scvFt!H!HA>6k!a)}ziR}@ypv)^1BzDT!o zmd=|ENpguDqs!!wObOt8{kG~UFIZ5l63H-27I{)Kwvu!atA3Afup}b!2Byc!eJ9P! zYKR&63%0n>!BSS2h#Xqv{nPlQTyHO#F^b@(kMgRyx zGgNEFG0cGESW|Hur3sqjJb2yMWAIe%wBBy$aPA0b#PREGHKwYf9iMwKUO+fy5xgpVaY5Rq3YwOjF8~1-#soU zfHV878Niups!vxQlz0haINY2n5_Zm{j|BE*Lv?Nqnx6jdQ>IBgKrr_ZXqxGCkTa}3 zj6rJycJHsp7WIProjHxUd-UBxpAYJ7Cpt?`OkP zBB+j^Y5j4G%EX*Uw$E9)=wuss^>hYOc3ZFCHanF8p<=}_3ZfMz5p+ej(4rv@C_ zx4+Vv#UM9Mgu-7z!S}|q-0&dd<;Mdw_uzH>CI*^tZw{1U#Td-KGR|@gWI>M$9gHu6 zFkhb7#I8XnW4kML?;e8f!j1j`8yP;%esnK`?zgQ=#ho7eG7PFt7x|9CLv-dGN*hdN z_dre&RRlr$7Lpk2?&&h}&CUU)V>RFlx$Lw&KgXTD=GQHxfgV~lKud9T+2=kymcAFh z^+38X^aB2uv1J3@rJtK1xPJiKVm)ynLS4#Pl9WBlUcIJeo(#c-+ngtCp~^hdc*66x zZeNpI%KY63yu==EBCz{pDD^J{k)^zpFd$&h3FbI*<(_DK!6vMuDoQj2$#P1PK{Um7 zgp-A~W)#`#(40_e7J?whMXP5C@_A?YjSiUSMKYK?;Lu9%*>$)6!lJKeGQT=t+8IFi z8plmyLaO761LkL4U1uZqFL5bM7$%Dzjh1bs^PHT`Vm`8MK9v$$+mar zxt(&pS;Tubq~Ql|Y`6s25@D78fAHXrj}$!zOmer?O&S9wc(6!BW>bf_OQ^RXk}Bs0!c-cXPy zf1LMti)L%YeCi~6s3qFk^$ltD&hA1`P%bM{3CP8Hkwp8o*tqx!-6zFUT)+cs6C|2m zbGdjM?NbArd?#j-uV#Epi+q#=l4j>8gBxQHfbc(bxxql1!nbk}ds#82MjxCQux&&U%VSois=;$YBj)2vF(vj( z?%&w>7_*s5?kv$VoB2rFvsuUm2Y3z^^@y+&L!zyGVfw+ervly9JwWRP8*I`sk@_(l z=rHbu)Do=i+>P>Ab6KtEoE+OzS#XV3d&)@$@?=RH(d!{2jrlQq;Kttem%OSTH&=b# z5;A{559HSRQbaX#E;x3;DR3hk&~{B2gA?F6xsvv;<<`xSQ5fO14&Y-xFl&A{Wuew< zgCzl9FfP}sUd~yI)I3YsI^XyV$gsO#tXwq%RhjjTQY$50_1Fq%` z)9C1RGMmCYU(+;gyZHv~CBb0AYGKMRq!2@k*7Kc)tnSLbgW#Ewh`-DVP->KN(Sj61 z(R@{~5(9&3fH)b*T+_tg;?=c`bn=zF4u_2NclC_5Lj(m71++hcF0#k@69VokCy<1D zP$Z=e&92IQMHI73<+&`WNb~)TeJXAw&Eq>)4J43Xv3wmK7r9Tvo128X;9DS==^ldV zS*b!Ml~Z}VcRN2h>hnAvHwm#dxk*kr$2hzPeJ>M0>8k4>6^+&ofIJ*s!i_D zy+exQ)IFxuSlnswLoQbA?q%lviMxC{NQ;J%aGN2p=N&6mc7}^FGV#l&?^tuihx+D7 zb4zm+TH@#xHn&m}SAwsJ+l#yOBl!l!I~HIx@pUvWm-9U!cpwN!5ki?)TfesTu(S2O zT)gA~Q7R@=5MB6SIU^5RiTLcB=B@_-CZ1m&x?QV0n*%}LyXoy0|XH7Twup~fjgooIaT*Prl<*9ri%GW zem=jHOIrqFe>atyvh}bf&;l~``>eM68}@|X`+WBBTdeMn*m#h9+zQFGArnI+`&4K% zb0}eHZynsAOBkj|oXR79@LXK&e*@o{{YjC5v%*Wv7jh)0A%B2FNuNS5vgf?j(#m$E zR{5Ob_v;AD%1%>W2}16_o8|q(x4{EvP^b=Ot67BJq}*>LcdG8+Ag85*xg% zif+EGO0_UybnkOF%H~jdo9XTW_sg6fr{>y7g=@6eno2pLkic-L*+Q@4w3L>wFYS{5!p8o&1HBpSyDoS-)% zqK!M&J|dKuE=^?j*X!Kdk6oLUhS|L$8cyn{hWJ|s5e_=?C89?jmiwo}DNKtSaq z9?QL4Cc#sf8ZD(H#tI)~HjOJ^*RO%LoD#u_du!^9d_23F&nW7Rpl&iF2j)9ZWdr#x z0}-?zxal{%@{77Rzg2gg%P}~A&iIaxE_Xk-6>pLhnXto94@DNZ^IL89SR+Kd7M1e~ zFy+DCRB%Vr_3I($&+^4SOLeC-Ni$qLX*&!L9F!AqDMtFaiYFC=Ac-y0z-19Z?bz)+ zF=M~C3A_v8N4!s|{ppe2o$Lamb)hI@fAiFziz7It=M zC2yf)-%HXb&g|+L%!_$&z}rpJC(l-g*f4|}6hm+Eox0wnMmitqoDHA7ax1aG@`^3A z{Y#`>qV<@3XItOL9)&9r@v%44zzu4N*T4hh!FHvI6%j77eB6kM3a5ZoVvojY*y!ym z^_KPguNVLluK|WMD3fNO9-W$GbVowg5tSr+{!f`{^y%RxKqcmkPT8lUF9S6Pj|J}<_LVgEF09vw$O;F2)`YHyBHi_zPeJw1tWgh6#Cr zLQ4U}t`v%fb>fv1~XTA(R-#wpi{Wak^cdsxahgp&Wsa zel9$EbSw0QZ{_P@K(Gjq-S{MJ^z`t{v`>$kk<~u=oFwnUTv9^WkZJ23viue!{Y-5&%_ql4-&e@%IRSJDi#hBbh4CpNUDEh(;wW*m+zP z2NR9=4k2+y5oeZsz0TMFh_bI@@Mai--cs8rW54E+CRRh zzsyLqkr;jjI0UQJAwgai|-7Rgr)p<<-O!&!{S&r6z` z%9`JmTin!3479gN&cmk>43e-&gXj22#!Wu<#f{pV2ZW zWbG%P?rD|7cp{yrM<_sr!V-^jTCE9QR6A1eTbel}bGO&NWt3DV5{NK9635{8>uUf9 z0;W8@VWt@NSV7bYNa>9~;q?0Brz$f3=!yDZ+3M%~>A$bSofB}&5`%!cG8hv(x?-r0 z>|E?MzJ$5eiMrtM_xK%LQysx*DFMTHSPa_D@mqk9>=+id$AMjqPU&_7vk>?TIAch3 z+f1c&rupEkp8`vPI$}@U^CR^!A+wy;W4;4CnGLe5b*_CAd~&7BO5(mdFBXGX^%AhgjSC9aeAoB8|d(11gG^}I&8;Eqi`{&q|nxfhua+g8_k#< zrX-8-!$7tsmk$fLd2A$HkvZT>(p3)wwE_aNylO4v$AX_~Qxcowb@DpHj4*nZ4g3}` z-G{u}N6^zS*VE`b2bQxzwz|FzA1$-k#rfWm7Q~`mW|AkPSm=qp*x5+J%`x71K=MTg^FA^2R5+c8!CR z<}*G1^Y0EKs3j4wVNp)}Ps*dDW;?9@fSP3()@yg<)U<52g$Xwed^!<{=k*IB0ApXj z+ryOuJal+j=Cq$;{zju&w7VP4u{77CkxvpU29%$1dtx4CH$>z}fhrpmRIP1`4w&DI zViCYk1(N1k^OqPL`&v$Rf_*KM&@Mzn>Tvb^`~KI+hDjl zg@0*f)**T?O+};&95=hYS{pg`wMI&^9pLG!ze7Z28Cqs_$gjbJAp_d+ef=2Ollb@i^}eldy&tnc9v^2>o6^!-khs0p!vW#Fw3!@YO@Cvcr)H`$=te? z#qG}W?0V*v>7n3|E5GX<-pZYY!aq)4zR&oZb{O^^8l~9jY2$&jrVo ziUJ*uCl+7Y#3-f+KMIV{w&&g=K~Md7v@lJV;FP~f^8i)#~^JhvH#r`E@08ZN)g~5OBvc+PmcqV`s(n<;gn!hsE%oT!c z(Nx3bt_*+L)OD-g8nIY0dkK>}!(Uj7h3iTBqMD7X;O;hC0?!9NEmCi$=p_fuRB|XF z;@Qi3U&I4uPEJ#-YT_)l5W<`TToj>*VEGLxbJx8NpVSa~@Q55qtXWxaW}_c5Lh5gt zSMFuG3{@sh%=z1vf_Xm)YbqVG&YDLU;>xbV;Pue|n8nCw=1+!Ak`D)j{67=lO8T;c z62ciOQKQ3r92=HEKOgbi>FJw4+Og^riV&Zt1P8?PVV~g;;-*a-B}6Z6=0Xo~Y6eW% zxmtL-gVF`$lg4+5C#C}|ybp2-Wz8i^**({sKx%P>uQxEZ{aahP=2T3IujWY=X;da0 zw1g(t04&m{SsQ|3n%f~;!<`F30KrH#3!&WFSd%UMK=%Vr$;=`%kvT*5>7@^zEceNY z(8ZKFn+SR>WZ6g~BY0`1R+_V+#EY+B<@eF%>O4Lgxxr)>UN#+&fE57Zjc-)1d28jI z9Q@h6o&}hzXH4utC3WJ5MO-XWUQZ-m`4&l=yu9CZ*!23qD?%_Mw|C83EYh?9kTw2m z8#m%hFyJxvc0tmpzkP4j)1%CfKK`9#^S-%k_#9fm@DAP8g(B2YnDcNBRk$ z5YalQu(i+$l%>7LNZ9I`GC?X?Sc-Aqm97IgqMz^7ESLfEY`6b_Nm>_p)U0C9wUL zQwuv0D(>1Ai_fM3*L`xtlk45DWCvv9{TX_ zmvOrMV%flMY^ALAw^-VB+96R1t)m}yE$C?iBphRF>}UtpHOeJv?Yeo%DIB_Qcj9Im`?%1%?3|BMc2g{ z-Cpl51{jUru9V`CR*0r67Yy-id2@?UVrHilkZSi*rDR)oMt!zXy=Je&cGvv#9_2r{ z>9~AT3)yPhOb$=UCjBV7wW&)aPT(x;Pn&-G`!)@YbuXAbYVFY@$K!@tjB zru@Jb%Q7i|nj-T>`6sOYii2PP8P>x@RKqVVG3kF$8rmRq^G|m*!F6B;?7MEa8)h49 z?${9grGS2WBagf}fZn^5$E4B0BgJm0>KCp&XXKw+(yM?7vNHyb!~*$%gM*4QUFah| z0u6tWh#pZ7E=LR4I!$5O?J5m!qk#Rf;g^3TxFrr)VVEhTl$cd*p@TmLvbLG#@>OzQ z#M(ZeGvP&Xh{z3~LNkvRmPW)pAO%p0whu+W=+q!>%3DuwoBet3+|bjuRJVEA)rUp$ z42Z?9HrTsu8#Z|b9`X-8ZImUBI|}QB<*kenuy~ZO&V~osx0URGW#~)d68An_c~Y;z?D@5H@vA7v>MtpigSq)P}3XEH#1V zRbT6pFMXpLQtu-obYD%*z+)7a3o+=8?CNelT7Oz-SB!Al=M+H)A`fdpH!SL8Tb5~8 zc|`^@(HpYR;3dEdEzO}6GodI}Wb#@0VUjntH)xFx<4`sIP0{P=rsWh9P&39_z){~g zyDm}Va+LX~G0tp@-ZOxeeP56@?%_K+FPe5NApZ#utBZsEJEKS8dE%G6&X@N(3lncv zAOB$&AOx}#%G34fA!0FG6nSJoDm@MTR6EjVI!GJ1rTWv>t7W>FAMqEYw1>{N1OxgD zWO-)a0JB7$fC&w(28g)|TK^DBwbxfyf|`h>2vNDuPeSU zvVt~36L~*TMNC9#SWGZ@!uAe=C{l*Vja^?ty{5y=F<}a3=f0B+Lc?T^fLiwDp`*Wu zpLs4g)s}hHZVJm%+Vdwqzao#vFw8;V3*7?EG8yFOH%gY8LVr|gI~;WO#r0@g-&e8( z%Byqb-zAZ9(d$fn>IHqW3!myu$_uKIRluvOdlMSijmQu~Y7j%-nLR6F2Hoiynx z?4i#UkAcj-#EvXHAa5%j=)OrRx9Bw4kzHykS6#DeIGu@001aj!cVf#1L=hb<4!j(o zy&RCz?6Xcxk=JK|Q$*6Rw?4}mh(ixVhnJRV;K~CyG;Vzt*taismAGk&|k5@{>uUPoF+P&z2 z82Ak7xA{*UVEHVS49g6U&xPofdY1DNxTWwBKBU;dmaX+{2VSFiDXX*7vb5J3Ks$MC zKRHS?uQiFDqN+vdkXu1QFY`CG*M($9^-tTyhpwcx`kxUq4oUjpG?7MgevBz#{x#6j zu!fA6=WrcB@9IvKpLGClLmeTl=vnNgIL)&9Ah*=HV~ASjM!8PGOeR3Q{Sa&Q?byoY z#Wu4ZMdRRYu#=oJ7wE%Bq<=$BLbLs5=u=vyobgIv73R|^tE!IWESKdVsMb1eBaM*j z)ZEpk%>t?cx+t_w0{SM(2#Rw64AF=a-r!(weZ^7`&vVo5Ttc&lF088CrEj{)G6Znx z;u*_s$cvc~c99k5ymumq4*|&AR#2JNL(Zxw&vmL3=_%csh8q32jt^>=*hVOd4 z`7OX@M-?eh)!n1VmWM-64WfvSgb5*=0bGkNC*~6eGV!}lnC+U}d9tCOLN~GHoa!w9 zU63E-Ao-nz;#Ak~;N05iNOhPcz6QN#S!o=Ie{v16LimP2CL*TeKOe+`AC6nQH^#~( zC5I1cQ;A2%^7xo&P6S&*eg`os9pZ+)sr(jl8^6-e?Wj~w2E9`5rVV+#N|kc5$}JR9 z_Q(tJswz>w40GMi>IakT!8|Q+25rMwsQ9sbVyx4V$d(R6o6es}TCPBR@tKy#vyJ?l zqkv>|6ECjk#=7Iy`FInsB;E7Q>zQLM#FRkHNuUXAEafRb>!393=me3o=eZ^z5r&hB z5`*lGuAchGTG>%tUD8GOyOi@TQ|Nhz+uso2JQ~6Vk=D~jtyMOlL0@+~6>5xZxUCH# z@XBUe7d~28d4!Z8=FAMp_V!V?0HoOZUYnX(mWe9@xFQ#)PJx^h@>I5oA~Mr}VJ{w#A>JJP!C^XW3p z8fqa}j4C+xW2GsN_3RU1k?J8RdB z^bGsz7GK`v!`hKKlzM%4QPf<@BGmbJuR=|Yd+W)|C^zwYlxV~4Xg|2`zAUMx)|ueP zi@A}|PX1(bg^AEVhiM+NQjH@(LK87eBUA3I2%@h4J#v~79;~z4^ubLohpyNdE@Y8F zUrQU@?pI0$(M4(^P*Gn7i=KIxd!M7MY?tqm`1hsv`dWJ#?@9?==9vP#JDQ?KhSg9R zv(JiW{DgLMHX&fagZfOul)T{HFT*-D9d=T5RC0E5B9Dzqz|v`C<<*)f9HsT@Cl7-% z!;eb5M98It<0$!s3~K_IKvkx!RcNn^7hgP`F=VxjP5)4oparM`LVbviGD6w{k6giw z977-guegY#aEHz2L*`)V3uX{7uuk(zVQvS_yrJFGsFi zH07x{zEFMHT;HGD>^{~7awA1N18UwXZn-E|W=uw`S#1<<&3d!!-ooCM>wn@W8JeF9~>5evmIR=TsXK;H`O~SHWnRM&nS_fZp0QxXb zMBo?EFbY^ftmD4}XvVT~-OKBa!;co*c%#^1$~p@9EX{otN-6WDnQqRxewoL>IHHp0 z=x5%5d<%Ju7%DDrmc{)+OmBz$h#;0fmy;POQ8EK!xXTIA9QEODg1f&xZRu+qaUf`I zb)>HpDD!=8$}J+PLf-ps#w??KFs8BS1aiXif@2?(+ZAa|llVCzJN!BF1(VjKf;1Rj zebZk2R!cQ~R0&yYMmy#F-US!I>oWe5v{4GxfVji2kH zdRAgkiY;ESHC4)r3-I7PtBnCV4qc^+pH?LWqJS{f!}Cqq6?T`Xb_HoY#6oLBH0;#c zA7M#AYdN;)Y9t)WXT7$Y-9%)x$Z#Bgmfxv3DrilX#qo+Sd$of-n+ujS58l1fNMLU8 zt<6Uf7_UBeuS49zx5E;SS~hs|!3isxsck!C_jiRpIZJU~`} z&(XqOVdtT#t~=T-J4==7lARon)fjDFltCl`m4-t(aN@Te|GCf`#2>mCD~4oaaNR;r zPm4n5c`-aMs5JNDP;1*Q#gAm( zwz^PyxHhq0T)-dUE`uEZLODVU^*KC8_Dtao2@|n#V zzlA_c`HwP|h_{U^4wnc!$Cc`FBNPJbly)m6anP&{9UA+uuG|lmxl#L6B9sr>A_i@u z*%WRt?o_FUxJlln)UW@0FEZcPaUi*o^f3A_wQSg7+u81HivG@fnc^QO^%fhA5rVSp zP+BmdYwFxTi)9ea#izgu@bGuO`jxCa*7Y7LRPU;%u`7rlJNt9Nt>$^E;ol4J(^Yqg z%F!Mi@E6{AbWb|P5Y$(?LQmP4nBEbcwSz&6jICMB@aYfEL)+guK@*Yq{`K?S`$NW& zHIIsN7f?+Z@18*9c3QI};tn=y@$oEoavP999ozP*Q+jATq9AbN0AlVY9GL_LZyl{S z#IvZ!UuX1}X83L&KU)FnTVF^%3p)Dx7EXd7=@-sKJNw7h_Zux+d-WOO0Oy}u}+!GD5M(?bGays23H zV6Au^ltiztFkRgR5a=i46T)$1ohR=}b(i(Pb+9`9!>-=^J*&u;Jn6;3cPT7kIGfFg z4q{~eE3hNiiT-?qz3>EoUR(Gip-oqI+#);QUM|r(%P5=m)z40^p9Ft9^+!PL%?3WT z521|ZS%DqMG8$>{P;)M7c z`&Z3q!qxu7PNJ_ByFmR0%8PTdkO}MyMKeyw`HoY~a>IVWu0Uzo0kQf5O3yg!;@Fp}Ss&}f6G-C3S0(R2inGJVRohBK_@hVK@nS zEGw8dy~aUpI?7qN5ky)~(;%5qz~F+kJY6(HeJebB?MgmDGmaZyHlYWJChr0kTK4Y!36}` zdd=OU&{NJAQ(aZD-}6T}eb(c1)6NU}Q} zLTNmE-*m2Nl;l4W>v1I72`aj>bnX)8LE#_Ju=4;Ut3HQRV{$L1{tdw9r{&rDc(Q-H z&b#;KaljFuRS7}#uC}>t?>+vgIb-WR-`P_lgw_-mQ&N{a>3;?Dx!>y9c3(mNT1kd8 z@jXmTsFyQPXE8z~1m3Q1dzbvVy@u`9-=mCph#D6YtDNKKuQmF{>$OIMANj;x97XC3 zZn(4#>CB;97_>rhioO+Ht_)E-)*v;(#l$c$5P(d1EeV+T(sw?!$)C~;2%!W8#2-u8 zm;uDUh~o`$q0&ruVle`h#F2q=`i1i(DowT_QyS|19!4#xa;e(E+2n;g`Qtaw#Px{a zo4u~H7U5g}rf$M*K`f8Hh$V3j#c)pZHiZf=)5DVj(mr$ut)ppl#`){4YxZR<@Zm8x z1)nf%ybdq!g{d6M#WWnh71qK+&%T>ye-Yh3X6{lakcq#zdE%>NTS!aV0HvzX&~hVO zjN-koKxu)-kzs^iLMXF}xI3s;8N7^ZXelo;p}af`a)*)LttjGv)*5B=*C_4oFHm4_ zyZdSNVhnwsO1!QfB;Lj3=#&4b(Xp@@*41@E{dk0_}UBPlgE#ieva+hMoUPwc=z-}RZw`Iw5@1xu0a3KiRuneb>MHV)fR)J)M!K!rnyrSG1+W%XcVzky8eCGu1 zg%(fQfVMC5O*e;n*z6)U%Q#R#xO8tILDsguIkM9z;L)Q88NFLE;9lrnSzQsX{L1fv zt-)m!K)3699Kul$kKRKLwSEg!ew=MVn73=yGt0BAjeA6_?F!y4I5R#ymVy|SYFB0$ zPFvb}4!Mzfa=b$rqiMTB#CgoZTuWAi6>_82YNN`5yU7l8cKQt@aAblnr6u%wg` z?+6>v2!4|ugXery^%(tI({SlVU-LHYX;^0zzQM9@fGv!1ZRdz#7tkr#kPd6zSY=Rt zhLB%L8Fx_WU)s7c;umd)^R?pww>#E^aN-y-0&it2prj4!#HACBrt4ZX5=LZH1sIpRgn)eF!2i1A75>*MbRw$Pz&0 zu*XNm?ymQ7@R%<8%5TxGM-W5O?I6G#=E2X{8E5UeW9l1}I`n4V1s+hN8zifZ8_E6U zJl@7cGr2xz2m7~-I{|PplKDC?yu#a`Pj4vR6>?bg<#SMP!E zAg02$;>M07TCc+A8d4%*oO78Mr->9hl%9GijVxnuQLe*gPaiUTH$lzvdEO+4+C1fVYbQ= z!c!`KbN>KtD)Qx<%*+A`t9$uZH;y$Y0Lgl{T~9xFs~M>RoejMB{l1qeVHoYZ`y+Gt z_vEJSo}RvcLs$>nDg5H2=1p%3rT^7lpQik`7HM0;F8SZ9>(W_&`5)%6kMnyg{V_wj z6cvI+{`r7b>*wE`TY4VjLFUs}L?Q9|43Tl@mpmc)sSD5iK*a!KKUyowzoKc+ZMLiy zn!PR~1MARYLmre}aH?aQBOMBAOmWr4{tUA<_h6!8~5s{#u94?HZEu@U; z1R*UE51H|;$}@7TcT=X=?AT@*9h7&(v&DkE57C|B_Sg{p#vc! z7eb$k-G^?K4k*K!f860*8;D8+;JrnMfkGmGL3ZK^Q5r#b8NGT%>Bg}TXEqNdWXi*& z9d1Bn=EemI&#>jDRI{kV9OT;1! zH{T`{v?x4p-ZmUs7-G05X{lO|tf~qYIe|1ds#84Si8sW*b~4*>iTfi*FVl?!oRI@Z z58TG(zU32zYavGPcxAEC-kEU`W*yJ)vWF0RxBx}-X0}r^QM~|1%RDWV1mEJB7Na~F zf^9ofQcA+z<#W1S?(g50PFe*$XpBT_D0QEt;OqE#C}16=+f`x(gtiClDe|h*i-q&S zx%gJciT5nH6dCQ*c==WpGPCPMjm6D`Fd)W+#Tm2J?CRcIgW~UV=7GBaplISHBz)`tm3h5Hqzsr#Cm`5X8njnMgm1*LSYy2P;FEL0Yp1@7h##Q56JHjsi( zFJ5otp!PYF*LoA+x*WdwXWj_nMKE`=x7?jhjV~HOYp}=}u0yO$@z~k;HJq$tSCTwZ zQm=%I8ujZ5%&0FU1hYV_BU?HLC&Koo8%)Lqs?bZfO=(=*2Zd@Df4IF_kH3hSE!dmE zHey@bIQ9od<5f)e^IudFnP(4{M_X`3%80y_?Y=8?OG*}DL)rnNkJ zY4DrdtwhlNcx5x9ttnfH^7>VK1|?E}b@3A&hK(r4KACrn5cel_df-t2Q=p$UX{+>u zHG-~WE`9)2Xm!_K5MY=f*hQ5Mv1(M~wqx9zrUX^LRloV?shIWs&m=<}yvX?(LVR8Q zSiZgR>xv1MYMBzmOa6ieF1ApXth9AuJ!eX-GdfYVuQ2r`D`!&5v0OP; zuRkC%KN@xit(Vt~2+Q@qn?p+WPKWxS#>0Y3Tyk+mxB1w0$O--<;_vjteN0k})hw`3 zk!UAPkpgx~OD-TJm%^Q|5GL3EGx3eQ^!k87(`4^?KLP_DCg!K8SVC*^Bn7hNflk4{*FxBxg|e_h(;xWKTWqE8 ziOB?40TwOjEbFnl!|eeR!(gj%m80uHe*I-OIYz>`Hgml&;QGtJzvkv-EIhBue3rPU zehjCscTvwS=G)!z8aGFcQM`jiTVc)L_)J>Ty#Vn{*?B!5{>P>dZd@tDqeCA$HLl37 zq^Y5rB(~`@DD`=dMv*&4x{;)uO@x*1L3CZ{1!Re4bUQIsAisuB%7Tb2nSj zUTqqi%J6NC7o5&ywVv5KH@FA)*t$|W7>Vnl$9V~)0zp9RW(d_G@xqGia_rU2_4VTA zQ@k|UntuQm1!@|;m8ABZFiREz;b#>S)No-LY}cz|M6&K|%tWaPi%XG#?@EoQHlJ{N z!DZrH#wu*5BnTwwt8AtDZz%P1y`tEhzb$J1UYGXSvxIOSy40a6*CpcWHI^8-onu}; zhj{Nbkbamct`|TZ{+gwPXd|$oh^v<+Zh4qL5*mLUEy&Vo50E$YAU4FaFC-{x>?x4; zu3-v;>h)TV<85Wi(ocG#P7Dic75gMIY1LXFxPM`QT~u|@67Y=MuM5(Yl{?p#$+wX; zE8&1~;LiN3(hoI<=}nA2DtMS$qnaIH)ao#g3w>m9--C^2EMFmeB$jWCi(RQsNCc~6 zEMaV1g}{i$(7y#oxFx+?oS0A+ZT@zHu~AQh`cCi;`4w$V(OlY!63~tJ+~mX_2yEkS z;kq01x)D^BA@Wz1Xzc(Nj2GTwh6!E=A~jB4Zmv};vpB2)o#g+i614Ka(WD<2@BauY z{+-i}O^cnomu7h4$m~LR^8pJjD2_-H$k*7tG!(EK8qkpQ=C^%Rd?DlyzvB-dyd7}Z z{F?Z`B6>*i-zJ3kf+zl|enenosGSrj5URdvL5?uaMvQb(pWoz_jB}6?CJvVyw&42P zxQ;B=zGx=HIwnE+NJ|_=J^Z$Cg&=$c}D6pL|-Z6RV9C$o?@QzO9jPTxx}`UW?o)cZtwm zb@M0Y)#zZ^uW*MKy7N2iH+;)A{+&JjT_3WV)<%mN=2uw7?EP|C{@QhDHuD15pC?c` zht+$$cpPL4a^FFOMlNI*g;YTMJIX$`7qQDu_nw){giPTAWiRw?W+O2qdL%}ecRT9D z)q`1&|8%2)v!q%Y(5;-4d#}w*VQ4TyJpp|>yASIPiRsqbP#QqZSs}2}o!{;j%)$Os z;ks&a|D#&Yt$XTZ0eY;tUHBeRVAbh&j@c%dNKyHM^ku! zvW?Psz&Nw{=t^-lZ90>oc5TKNi!P9h?X7V!<&4UnM?|EzIK>~T%!G{{h>Cy@|NjyS zuSQP2<8iF;P20sUN@Uk=aT}E%a}l*mzl$(!(;9#ul`^AZ@NPMr0 zGTxBe1b{eH2lQK>j6#A9oAbE?2j|b~{ARXLjjobY>lRV?JY6P_Wct5$)WV7QONlwq zXFG>X&f|tAcb^4=(H2vPDUH$S!s$qyPXW^pTF>n;E;388aNNYJo0Q=FTrX;wzx86$ zRn_yg2U?t~>{2Bbn}3tRY)v(u6~pq+6}K1Q&{i}ltQ0USl$F8!hnUG#(0t=;5s&sE zOvo!JQ`2p~#f^&beiZWluucFy=COp6Ec}Af*)!V_lIc&!*GoDENnhc25DBV$d3w$j52V~ zty3?&g76A5)GiMF>Qz;~_r`qCj;Yl14xKY;BD;Fyy{>51g8L@e-Gw2Clo zm_HaQV1a7^EuMkPIucjKBp?E9R;g)=o@5!8B*ZHh=yq)B&spDA1~i{j?SgBs+Q@bC z$d3Ih$yrU;(-nYAHnpq;taJduH7IS<{MD65MQ)X0YxGU>h&w7a+O}$Dpc+xx7fug4 zbvW`04^AuWRt{09x&ROGnMR22@{@9>t$(>^Ij^RBi4YwWiVDy*I(L2dJQCcms>_sFeEjugwR9BXE{c@)w1_Imt+#xPE>_b>O!?gnKvz0J^n^|mpTHu+%k>zsMZl-I<+896 zFs3E$1O!zr(H!>S>z+LnFHHBV3W3@4)jphbr^Z-))imkeI1*-~?7kr7ioToU6730z z&>R+|tE+5*vXDMsrN#%2LIxR?#?0E*A>w{J@t-e}%Ed!^yg)cJXVn!Zkw>R!++(v2 z3$zkmIq2)J%Vmal*LuND%b5{X3@(h!(4_v_Vj@IYt?R7z)w~URYLi~V=CT};q2+B zQ^1el>!VXU9JBYOpyPfg&{?=wxK`kv=$x*LKMS zocZ#bNyov~bhj!}?<@sCM8S-p^haZ6>F4sEAj?SD+LTnABQs6iY#E=jhKd*Ypt5N! z>z}hWN;Zv4IUzKbD61bL?h$_NXSs*_k+b9On>pJyezHkA@JQkTD`P*l?`jABEQ z=>G_RI^z{{ZaQvm-k}-+eX^HTr&TX`A6V$ zvF%cFnqvWc1|69ZA!Tcm|5LGW&FK-!sn~l;7_MoIt&$$*M43nlTCroboF3kl@+ z*>p$@sQ??C1hu6g%s}*9AccpKKKqIuLf25|sjx$21q;|#tZg_-5t}>8?N-dQ3)DSs zD?+0OOzv;Y7C6E4EkLiXPzr@>J3wJGGuD%ZWUlfMo~{?>S535vS>ZyIH1<;e@9UtP zB0_>oEiJ#JvD)F)fQ9iq{tEKBg?KPqSa0N8WyH*|io%8MbQNu*D`xta!2hBXg$N53 zbu!-m!rY{6XbN6T)#8JYt|kY+fi_2WZZohXbAeaMy(62hEHV}Dieqy=rU!?{)w?&W z%Py30R6m~eg?X7k3YnK*3wdVWn5D@@xavykN-v>!yuX6=ocRUkJ7P=J9&6S@QyJasr13AwBpaDUlMS=m3=94jVcTrSuc z$JnH5u;-KKk_~wRP@EY9IrhRQApmIMWcCxr$1ITvYD}nD)TN1C(=?5nCBr03B@Q^; z&;?4J@qo;yJ!cj^EzW?RUWuJoer_xe_bV z;1rO)!Fiwh7U$=aB#i&V){Tvi68;5HrU|4&!Kk{VU>rHIY9wfPRa>qvSvId7g`1x@ zGv?7d>Zo=iR_RXp1HW9_0M2SnV$iC}#D6%sgQeFUoYs#D|5(VBZ3#c|PoVdP;r4xa zODQEusQRrvf1`}cK&aFfUM$uIRG_+3Gc^jAGqtOtJ{=+ieW)Q-&je|JR9uLNz<8Y}c@uK%pyTkkfATNYuu*@#8^a1hH zd8O>At!%DP4Ur5WIPGrc4XrlUva+-hY(ZSX9Lv7rWQE+m;tChNB~vx1@m;=88u92y zYqayhZ-h*#|gVu+6%K<=3Sna1*jl!1OoJj9DK~=-64SDZ9>hnlr3ayGgU1)yt(YF`{&Z8dm$$p{TRg*K zxBJ89rxGgFtyKWh3@P>APNF{hp-yqn+Di6`4<^1BmQbCth|Q}$ijI8Y z@%a|jqsmKCK9Wwt$SL-OW0b)EMh!i?oeiz8CL4U!weT&Agb=K9`ovF%b3+$aNB4id+xC#=-?eFP(l?Pg` zs${0wPGZV>cv>B>U+45;ByGIB|5g=gh`wn5oSL2@fWXE94LLs-n}r%#qQ2i;gi~vF zBo087XF^k&?_-uIphK~eTy6RBRgZy2oU+=CwJkn-D9a zQZRe&>5BWF$rhC-T(54v53B0KmPW5E7s}=w;=`XS8R;kGRLy>^mf;R7&1v2 zXsiwIs6u#bIS%eNdW)6fzu7{%u$^@?VVJdoEz~*84I3ieWx z5Ky6kbnm<9=6;9sv%r@AgeJjg&d@cOqA)P4mf=3S*0`FkE~ev+8dzwJ4Dk?n1cfK> zj+|X40(lZ2<Tc zYgJM59rV96&QREaWs+zK_S+}))bGIXN0Psyeh!Z3dgaPzAg*~1k3jg+pn|7Vs$|;z zMsS%uyFIBu`$%X6oDsCX)dnx9XMxeN)N1EaRuWa!brj4HNEo`ZuX}Q zJU;apOgroGqJGv1AD{9xe+#q-m92uI#|RPRuHexjo7`fNb_HWJq9o>?Ia0aXYF0(k zON0Ss_#xdzuc&pV2te>6SpED1@WVZVNUA&KntVXTN0N4@tP2evOI$kVgzlO;Ki*<# z!33*yn?8I7vIR=q{&{|L)P<64RO#nNCMJYJdP;?y_#c$S#D5UiSf&0;5kPlee<6a~!q3Kx z*`dJ~0eP@n75>Y!vRVSDD#ZEjM9t~KpX2eNW5&a&^Z8nW!)w$Lt+ws2bKwm(~?~$0$Bk-90 z1;}Q9KY)&}D!6d**)m}QcT`dp&Vo$q8fvsZFuSVa{eH@-&O<;9&OA$Q6b|TItEQP~fsv@%K-+YS#TCX$K`x{K*3^*xNQ3yp zarKzU_R3@?)Y;vRw@@1O9Uq)tM9V}pKy7v}huB)G$dq85X5pW;Tf@ZAY?=M%4mI~O z$2lAO%cHfU)kK7>$&8&5l^v_liPnWEBvn+O#9@kCc;-jwM=EoVPyYicz>hIrhbQTo zjHuY4XQOSn-cZ}i+&fCaoEJ@i6u2K-Mfa(!Z?1O1m{&@zl1T6kQLkZU50teVZ&#^3i=2EU5 zp0FqGbVYkIH(>!|JwcwWTaPo$R90=!!u?8KWx@F+9VyukjSnaW*xO(5>2fKucT-2O z{d!d7cv!^*Cq&6&;<9BT#6FKgz-LX~WB<$J+#m@~kir4Gj1&n#=ClStR`zs$zmklT zBUzS00b-lLLPOf8fm*uz7|rkV_(XP(DIp;`O-;t8ea71sv*01!1S{`$0HqQ)NU%U9 z<4?T>yQ;;IGiDXCJNAcZ{FPe=Mh1^qd{61a%NHB<9Tx_ho~f?j@u5q{RvE~rUOxl* z`q9);o4>m^C>uiRcz!@_=H1Tv*tF(oJ(_Ba%3Wh^Z*&`h&zC2+Ldt`>8@SH&difxx zP0OVES`xeZGT1$dt+bcWNWw$2&4F8K58E5Yt-w+AjUX!uPsJ+2Cf5D-Mn*+D#x7;< zE3P7&HGLy5;>OYkq5y`D4FR5{c0*E*oT60Mz`rcGa%pFHjYB7`7%Ke%fc&&Pj2G3i zcwbu7iMBwqF0Yl;Zebr!!|D@SeRa4rpGlG2^b2LDH{jA0TrW zK!l-?U!-7_b+zP*wCIv%;EA)1@=Hkcir)l78K$`Fh=+@b1GWjNFmCqagOoN5wn7(R z0q38iv7(f7Izo*Ul&Iq=M*@=4PC6deP-RA?NI0D72TD!^P`B5yHUBR-a!n7uDOIQc zb}DuyXB)7Gt8jfLuh0Qod8{f=n(n$;+Xb|-@ivy$nC!g`UW-d5A4UD^e2n;VCdGSZ zhH+ZsA7JKL*JX#a16{f!tI5Y`$G|f*TwBODIii}DqnE5+Bxk~@pS>pj(@8g%)ehZ5 zSEvXadgTI_D*E>dce9^@+gX!+4aIkk=-A%Uwf}5BiSkz4!Q0TVj{MEx47Esfd|j8( z+9dC9pwrve8iyO(MDgwQ%f?xy>QIQhrK4PVn3u~cCNSnKxgR-~56DlO2SgH|;#4Bo`=4%JD?k32aKY%OKSNxbzkkftDBb(uNIvCQ(Lq5-Nqc#H~ zBDTU$mJnB<*L6Gz!CDf!5dIyowFqoCI|YIsY$*<2#S%uxo42No1Inw);LB!9Wt946 z2pzqn6-{i8_-;l&orNBB;v&0y*Uv52ohzfQ$k^z^h!6~Tr~kurgNahsa~0Vjs!Uio zvY40(WB>&BHPqmy$|J!6U(Z6IPQ_rhXz3>>T=L`Ge3Itvvi#`F^`EsQH#iEo}rw z?xpZ#>>%|4MF69($B6{ihvQ6G(5l$Y;39$E*+<)TJD-}rIYu@e7W#|CF;$TpT1ax5 zt(V3TLhLm?=9iJdIf!Y1zDM?XoBq)bkgsBUK6evhua=r3wJhFT3Y&Y0- zacn|E(0?}1sip;fDT!9K_ki>=6CLTxpypZ7+Obi*AjlH3w=)#%J60Q6g!5Eb*c2}h zusJDjg7Fvb&o;=^!C~f^8}I*_$s?i+J(m$TZ7Dqk1~`TP;+pH!w9o=+Setf`40&Cv z1l;mb$)kVoCJ3*Dw&BLpJ5a0*Ot$HDtMuX>1rZIeZ)t;l0#2EPW2(9*DsDa(Zm23w ztIQ=}VM&T<-?~e1E&1oY+Jv5uG^Cnt@AzS@$BpnJ)X+Oz59?eDO0L&?-90UgfyY#F zJIi29G|Nej&W&6OgX7)DIzbuP<&4z(+dChjB5c&5!GlZQ3T=PQHY*;2uMz#777!8B z$npxiOX&Givh$K170`q0kb64;mrE- z8+OpOwpP4_QZ3E%63!yu%r%^lxE!aHLED(CPYYa`030uuAQ2#1>)|3vKiGnWDB3*D ztbN#-v7Uot+7F|evdFl9-T6jxPEQz#()a^>n$yuOU~fr3HbXMmUAK5erzo{A{Qy{j z_W<47$v&%AzUXg7563j6A$_LbgCw^l>EWVKw7B|bm2( zB_8_P-0LwY)GJ^F17Se9TOC*Ji};S-l1U}S3Lj7fhAmR@Zkg8MdnWDIaTQM99K$Q+ z3v$MAs**0R=jFwlM!=_iu)HMgDc>%!VN_ zmT5!a>ab~BhMd|%cJjno;BeWB=FUGy9jltss4fMiyb7c9-4V54G|q8oYCd~AF8jaG z=7Fg`-A`!(kWsAv3{n7KwfSOHn@>)MZz_!VLW|c*ZiFOpF4;~NkoRAe1A8cEDf~=C z+a62eURwsJC)pw|soQEEZQ9}gRPnW`Y&?KxXN2ps!dMw%>P zw~IEgJAC6O?lXu&)&54+@4r(#U?_N@fQTkA*whNn-ipc;m(Pf-j>2gG1k6T~>AKAq zPL5dN3pI?%g-QJlDLuANtemRGU*m-T5!kw3=^3-iAA(Y_D@MhUa@D(K_D=8}w>CV7 zjXBn2sTxNyTf4zY35m~PDu}4oJXPAl4%)71t4k-t^!^pdVswJ6CauTEpWvtr6vV&s zyu?G(gc5!{qN)v7wy5J#^Q${I7;1Y0aebx1e9{>iXO22&wZV~wcBoLJa5V|90^uZn z#^DO4le%RpgnG4%e3LyhjWpW+xIF}=SUvugfx`2C*Mp%%oNIE!~8kz?`0v_3YpFZ2-jPz!4^eW6iUgoz{*i9!s*KHEwa8J2}R%GN{q^V{&RtBLw44g?E9U zQm50&zxg@*vDKsFdp(OrOE^U;om_QFoEbO`KucBie0>@)U=RF&^hP`t{DI2p?MD4j zwgnYhYUy%il>%sSySrpf(=IEBB7YD$an)#%=+hk~Q4?BMHVzj(M3vWR4vH(89SVj8 zC?n!~(|ww4zKFF5$VND?jW(_;+#r0Y*t zpOO2WO+>De0vl8ats_2T-)r&BL{Eq%aII&b-P#eR&<(^5X8^Ffo$c)p(>H4Rzx$r< z01GjXk^3{^VR%4Ty{&qwuFe~R#Sw-wF%PN<07>UDt7Q2L(JuFYWj!dlQCC*F=|5tV z>@QBGbnJ7bQQqT`3t{gR0oF72)S(?vJDm+S*=@uKJ$Wvu;R81ocmKl< z?&5p9>9`1mz(i`LmeXgMewWRcA=*!49@&J(+{bHIO^Fjq8O$&b5BTsJk zsUgKTUrE)TRr&Go;L>7H&hcsuTy?sl^-hPUhD0D6)8J<*A#TYowQ(qVsyyD_uC6@t z6@5S3wbt~5c_f9eiSoq8tuL3!yS?+=)tF@4{-UMQPk>f(TzU!Ex~5MW6{LaJNJEF3 z-AUlh&E$iAQVPwlGg#G;t*goz-vgE{OaZ+jyiMwr$)_Xb6|ZO}hmXwlY%WDFv6q9$ zdl|t5aHw7T!eqvi&P28ax3n=!R~?B9?1de)i9)dYuUUu7XBxIMTD041Bln>1K=Qv# zo(81{`O_zYpZ~@^K4&uJx&Eo0ePB8xNGv|Cowz*xBx-PA{Jv%t&_N|vu5_OY$mD&l z5Y&uqz6GNH5t}||iYS0_2*RcPkwA)BhtlKv46r@l7~gQ+Ir1+PXD}1HbOF?;{?SZ& zPoJ=22M;_6y7@pTdUX8wp8v{%_&u%T#p@gKU>(NU-&--o@WN0ppTMf6{#mtz2_NH_ z_pKrd3Q>3#GZmR8bNuUeJ_>}tUld|^2V}rFFMTMQdo!M@BU<-{_!r_)dChP3LC1>h zSi6*#-wO4%fLyP5f*E=nU>Dbfe#e>luB*sAm!k%%19EFaagZf&1lPciONS*$ZsG_a zN8wKFOOhbu(Tv0EK7i9W1HkX*m7f`HfxA)v_ZJ^{(2)VWcwEl2G<~r9Y&2n-hssk1 z?(N4T=ekp8pVY+3>sb(eU{W24E|t3W*#h+LUz~Pn>|0gLdUHY;>kKM#Gli`EVpy5x z+qbp1q5U1iqYE!~!z%{kvUvS0AeR4csUYOG2;;SlPam?-#n)r72(XR#+t;%feE( zR=PkTQ_;FAdX}l1Hmxq>cmu!2Jn?i*gJC;PaTtKl7uj-T5lgKi;63uzzs1_LEd}JF ziE6zt#`#A!G8Dr?^K7A7(5WajW=nwMPqx?h^7DjGaHS^|`)3IY(jUlkv}ruO;dT7m z+hKps>qVb0k^UBEiF`)|5xWKRWl?=Eo0U4EFTy>Jch4u(X`=q?E8#zP9Jn|^wPN**8Boo7zR1Wg_0p!DZJDKi z`rLeIlFLRSxM{W~owdIpxPU?U%pDuIppS#61Fp|}Z!(jxi4vU-7AR0xWwM9NUoiUE zn1x(guuYC-4dy?@UX7XXm*&fXGUKPH?s9Rny({T8G9PqL7zY6)agY9;-^Ib!=!?I9 z8|4aT%b`PW_LGT_I3ppgQf*M-;8qD_i*%8uaca`G&AQY7#w=_`r%90@xqCObe-n|B zN)i;orC+Q*2B|zQcAv%fouK2K*EZGSEb$g!YU2`?a?6p{6xs==t{c}k;@@^dax=~u zWcb*gb{^O7JNBrx8VG@X`C@OFBRTg7*ZD@DX*ZjDo-8G0IYKzN@|M0paho>qaGVU3 zDS$2;jtXOxH?^=|D+(qQ4U(E@@OOGEpDb=OfxlHBB!O{datc_uMH!h7wtapjAQaK( zoenJ>NfL&jARZV!#P?&nZ2JbzqWCZPkxjf~F+u~?NMg0Xv0RPOZR;9e@;Cta4w$}k zyW;Uj5kn1swmj3oagz!Mp*w1ms4_+z1i3owy|6#PS%dndlvoN!^?NROl0p5s2&;=p+*@@& zj3b-~NMDx$iJ~4=QhEaN{pt^&5g+$G_x(cj-zg!6OZ}WDcId8LRdvmFo`TC4${F-G zX}5HYj}?QfzU`*LyYvuH{bo5!pPUne2p~N6xM21eL>C>(X)Ql&TI>rT`XwlP;P(-d z!C^7&3%{vXMg#?M!7-2VSigF{>1uiGYi>0BfMlZF?F}uU#R3=uJu!Fy zrwj?G?n_Oa$e?Eb=xOif0qinZE;>m=WQSth5@%(gJDJ{h`2E5dg1Gf2t;96L zr$At7Ea?LBWONayF1k_xbz?g%22tj!KYSYyf#;DL&NN%%RBxQ28qn$8$%1PFJ9k=oGSfYb4 zg23W9)2)8sBwrwbWBiU8LzEc5zTP1crC&2sgY}wa=oa$eWHGidtM-|;yp`t77AYt0 zQ4?zWBe4Z~2LQwWd}j6ots^(-OJ&Ur=022RF)IL@6inZCzx$br5~X!usexbFX=Z(e zZDmM`pL!@5gxf1;CXvm#YUm^iQ&LrfBBSNZ3j!f zd{agLLGBj;x8X#}*Mv3lmVgDntnQku#lJNenYIA|GkCWaw2Ji9*QglNaBbJ8Q-8l?-t5 zH_VN!pIzyIIwF%n!c@iX(9>EO)xDq0l(!~er{nRSzRaGHllC8cQ;5Kw;(T@P;V$y(+zJpJw? z`CSpP?eFtFp9{9;x1=YkyMJU@>#5Gt48D}UL>kb9bYgg_GIikAM0CGOw60La#Cf#< z!Ne#uCfrxJ+w+`Bqhm`5L{DHAzs!$?> zl>$5oDFps^u!$9!2RnXzD^rUd_JgJ)UdI?UqtzLD;esyzpZl`wPWs?ZjHbxfnng+qJ$&XJ>aLJm1g4 zWEQ38ui82m|MCsk>~;iR#dPB{F9m0<(FU7T*Z#Dtme(AZ7HH982wg79YNr+PO!%Wf zdj^wby0{)qd-lf0obrsL|FjVRQ5ibJ90Ob8@N#|$fO3gcff~(-(El)wVtM+mmQ2Kh z^`1N(R4FYyQ;06Ykd5jZt4(%M!;9QKH)UlCKc&X(5V1xcoUm4+8|_pGXo1|oSm(z~ z>hhZs&R>ynv~VW?Cp9P_X%hYl$J%6lyNdcYb0gdXu86vI@F|yMP`tVBMi&~7q)e4> z%SDJ+9o!}~2gbdQP?0dZ{`Bi> ziT@%UB2V?E$jSmKMAcIKmdAZ6{bSfKn4RY0OzTWyy+Kl|Y2|{nJaw$c1&VY~Uhz8=z#hC(*p4CJknudLy7bL+HGVWrpplj=7%E$=2&$d@hV%vG` zdNcy)GdzOfs5W$oYH7>LUEtDh=xciF9P((LI{XG09QP!KhB5T5fa1nzaG`|hX%%G!xo2gI zr_0e`KxD(!acL2-w+++8&!DA#=TT!YVU^*{48LKHRTZbA+^@+AMBmAr14hmiN zzknCJ0p5DlloIrWca6=fU30}Fo6fYbeg)gEAIaq`0R<&ysQ%`gcRZ<(?4!nO z+uE8G1ip4Ta87}oX~IUMHU)-6+DJ0b9!}Mr8Sk0)ku-gwZ*&etfGa31Vy&;G8IiX< z?}49F<%J%kRuz=L196z&Ubkc!409T*Y)8r>9kpKer-UZaq`d-uHX*4~R{QiHtWkqx zd-JjP4PPfNp_2sa+2aL13ckrvfeAfSo_j`^IUU*r?60V89Sjvn-7mgIfWKa^t3f&^e@E@_%N84{4&H6V=x980AP zHRmF+LX^p0nqH#qsvFbO>{HVo4ku`CH49Chv-P>ApUq72Z)pM^T;Uub{O*;pDOm)IcoToqPYdEKrY zYsy{ShKEJIml1j0byl;5CrG&#R@rvq7KvLfEu%y-CXC2K#;C-O+7~4c41&i@GLhKO0i2-Fd$w&v z{DV!HAb1$bx-@FaKpS^-VUH^@-=BfGnonN3uugUSC-PZ|^%EJU!|Qv(uB;{c1M~D1 zY>!Q&LUbSSo23*k*4`v1-JeVyDJKziQ^W39*$AiP z(O2r~xL&!LjqUI+|G~~erhJQ7hLDX9MYJ{%*DM)(dE`3M(At|dU zy`f;wj^^4cuXSHFC#=_9cdlytDH|=p2z$LCwdE!28)E@mD_-M@hb~Y}xCD?F@t2dY+qd=PYp#4rz`v!S=hwbNU^%ZQHpzL~+`EEwFmv{> zA$a%ralUE2_`tQ4Y&dX-%Q_|5dBoz@*e}`6Ga{Dle%%H%*MyuJ2DP8~@#UqNK)?(% z4IulauN&K$t&YV#)8@1tFFy0A%h8)&I&He74b5mUMg#|E6dArauSKo^bp&EJ29mE5 zBZ1Sm(}b|6)tr4G6SyeBR$$cw?8`|l72cW770?30gzQt=;)_m*UfN)r1Ss?dR@wXx zlOrcp3uPUz#B$CF?@HMndjdg;pI%$zVvb6uZ@@-6&ff>)l-*y<@tZcfyU%f6{Uo5Nt{91=#GpEXw|+u=_GqgE8X!W zd!R!Wo$%qeeynq!HkGZuk4#^duw~%gTsW>&Q7^k=D=scP42g97fg0pj{fo;s^SYvF zK|KPWFZ)K#a*a*tO}Pz})!gvm2sk>gI|?S0Nf@I8g8tt@5v}tkSr!Rxs?AF_WsIa( znW3#)0Kh4cuW;u^tGG$1N+={-+r#~=Q*!kON?Hb6W=7K~arn_9#M};>U3-=%=_%|( zV}Jx->(}OoD6sPu#KJaV&-y-&*dFRf;|T0Pa#y5FKQ1Xf;ad-2NT~@E%Km4b010l3 zgYJ``jg?b6cuqG6ga~h`l1|c??wJ8(FnYV?FD0)vjw}I9I6V)_Pz@K|r3I3^H@gbV zb0}qAaZ&}~@M&A>@~dOm2F8mcgs{hb8C||gZt7++Ht7#v4*;4ahsQ!;cRl6Wz{b{` z;R;o@pXzVgTP_AviZAmwMvksa(r7Nvq28aOmK3!josnTVe5u*UpAGBKNPQ_ra~Ua>hS`-MO{2o zjQ$n0(M}`T>-5xs{%8b=HAIUhQgQ7%o?R*R*}R3?2m|~ghXvYuY6AIb@$Qv&PD&-o zW+C6o&7Uza=?<*uMU%l`-eunA_MfE3ar&jq;IjK0t$wPh)bgjrh62%uU?R;=os{Im z`y;BK<>Pb96$o4KAN^6}==dQvT~tB}ueGUPSCzz~#zcxJ*RRYD!k<+Bib}<1+s?o* zpJiFh9sS;WMx?-UX&QsyS^9T~WCabaJU@L}y&AJ47^CP|7R8um)&1O;ho%Coz*yN=G;2O4vw6%b3WCE0Ml z>kPh?7w;C&qJdnePO7yWkv8j%#LOOEllGZeQTZr^aQ=32 z!0XuR;(B4Q@fU214>u4yhNi4qrs*EI#XNVpoQH|nb{5fsF=8xS>T4!|?Ksn)LfDgW zE9S1DeRyX&JJzU`ygZ>*;AqB!1_}%U9`)YU72fwPqjs|%VB~e-)fc+4K%1>hGtu@eZAbD3xJ@_hh2W&N4VQQvDOZ789bS-d`BpU9ADxUe zfD&v-fn+|qfn0}`#%iZ?E&bHLFj0K^Foj$jt4(=;TojRHb7;OCtNBG;)dxyb#dYI& z7&bF7$;{-4U-S2vI8lKbh55b$l@!h24LyB8qsLa)aYs2_%BTd&4$T=D9IV?;;fux! zN@I4{8(w&ef=%}`#tF!ehrbh&R6aW1+0h%o`0zCPOE)T;PP;*K4ZAV&Z2iT(xmf%gFCHwZM;%e@MtJ>SIJO2){NtuvJeSx{rm zHNN;WdhY%x{b8g%p8+;yQw=14D0392Vye?_&@cjA7O39hAi}dt_&2L@2zsTb*v8U* z4q|(@MT?qP<102tY}NzNd@oo0#k$Q|J6J0~>X~r$G~^(rplCXk;^1EM18<75h48of zSTB_XTdwvpbdK*>`ETB(7ql_8JEA%WSM75?>=|X^y0^+F4xAHHPh@V=Q#-X)AC9+dDaKIEQ#(vOd#xbaLFd0k)>vXhO{Fqdc(9kyOY9{{O!mbjPq7bONKfd@T0Mw$~b zc$RtFiwtGL+#Lo|Jf<|u4ZDd-I&Ana0y4$tpYzLH(SF1IgQZm85s;RpAQ5D3Zpp|{ z0$Dj86vm=8y}aGxYJA}&rg|t42ZDaRU|luxb3e@t@j2D70k4A=*Er9w<@8vqPPRd# z8Ho|jC|)MH>T_|&BH-M1dHr`8b$~^cW+WoxybiFaB`ahs7q`vbFa&^?Gk0juDBx6q zdLmva!NBp?S!8@e<&zVjMM~`E8EnN2Q-6PC~JtMwIt81wv{G92nBPTj>WXx zktPK^aq0ih!|7+@A`!YPc*T8DZasim>B&hjSJ~;d6Qgc7AdQ~JH#R*kG6>avAN-!( z{Y!9WwDVKp7>X1fOxW-?px@3**3GL-pIo8zciy44rZhK-1r?Fcp+K(lv6Ymv2xZ?hfioA(C#Sg1-QM#j-^LP;ffaVnHqZtIZ~LM=Nhd7eq4hw8P*r zQ64}?%ksGXB-M<#u41al&wPAN{HXXu*23Vxex?xmVqM)Wc+w~ehL|=eF3?YPMLG_a8ob^>oc&<236oLhVsdB}R`~a0YB4;)VjqU}0jF8!3d;KU zuo>iDaU~4|#B}JkW}8(s(()(34>t`FniEylwe@(h#`oH?vW4^)=u=kG~pnr_MWD;FZC-Ks_EcznTNYnN^>-uk7G@>6s zXB8_*If)-G!{>ZGXkZ%wQdTTXmqn#}hk7FX}%((I0myj#iz%GB~!J`PFmZeE8GL z$W_Q!1}f~!OF&@{$;g_*5x}hpfe0#gREY60*#qn?OJY^(f}&~N5HIr4;BFH<#%s*# zmyV2-N{e7xd0mG8xvjgE3+Q3+49Sa8fufzcL!-|uKg3w@hM`zV3&PzVq9;8xe`aR0 zDAb7==(Jc}Dxg%S|L^BEwy2EJlf=N98fxRM(qO4oElddK43(gyyi>i59Y_!*&0m>p zt+P9W@^xg#we_$=g>5p?0SEL&F>FO)h!{ie*gY6&AZo`RDd#W7^(T>kss}74+bku!jHlVBa3~X4(1lAKs z1idDUnxxl%LNrmpDE46|K4CNcBaO6>Un~#W;e-#0ulLwmD$(=Va4_RL)BR4pbVcX5 zGHQUxvtf~NxJ(6$+n{Kcv)kHtq&t}U_~f*$x7zOyz6fqffwugm^xdx0m|3s9`?IPs zJ6oK}R_dZEcAg#i6R%`7U6K}W@mg>cjYv>n^ZSWDr^}q6YS()?rZ{_*zGp{ zye4WLV&;&Bxcod@;?0Jn%-$WnJp6nz)L;l|w?ldKEwq9t1#;Lt5w^LzBvKh6@d?aO zZn_XBPUXtQ8ou+KPxA9ZOq|2Gt0Pr~6`_*u6_tSuKf6cN`4aI(D&Y5qjOFDdC3+*m5P7FFA2Pv;2?ZrFY({@p&~>d!CXwpmUbMq&9J!*B_@ zv{|<7TL$9RX>z+6>%4eq)qFYlM2CTFY{QPE#}a?Mr|EW~|3gydy+GI))WivaTDp{) z+i3KtP8?`INY7DJ=RAUY<~+e%*Yi3i&q?SqE26}W9tL4FS(4vkHiL1pfak=H=C(dj zL8#CSVeqbf8C#V)?1b1k6db6nqdC%o(sCrx9#}jZ_(g1sd~Da9u*1wDXC}Fo$3L5i z;=BD(#N-|ZfZJ0m5m${)LFft4Nssz2Xjq6k13K2i56K<3L&g|(jI`1HX*s>gwiX&( zg|TJ(M5Viz1D2*qM+Ldv9L{$-^Aq+djP?I%R=mcbhbYG1W&>k7b%(YdexMquZbr@X zs508$3m<@}*lA@yj?9DCJb=vH*K#zcoNl$u$(Ajb9obJ8-x^V_SnF_Hr3yBkJlkQjuqi7_HFmKF)> z;6aCPx2+RTbnT>3_R-sM6JrycH#jU+7A~yp!v-oN8nA!6*mW77Z@lap@L=?X~9TvZ*8q*+x3% z4u8SQF5A=5`k2;6u(N?NK+!7@1`*g}Xh+2&k8E{sfpRhVKnZoaaw|`V-3J&3~b%Ja-4efg%gFqT{ zT?vZZ)~Z}2j{qaPstL8E7Lu=sp_Mpw72o3)EVHADwtqk)wSvu6PPoJ2k$P(DK`d;- zvi$I2Z?0@gyQC3e&R4E+4|36=BcScp=Lo_m4anqE3{7dBkSuXg`){!nv7_P}3w1dU z>^Ny*`?JkGeiUtndjBZhX5a?qeYG_Y6MA??6ffp#d2^Mt2?M{k}4&QPA; zY`So3{{Aa%X#=2awKX9Vv9TLE@{^X_@UX?Fj8diSl8R~qg!p3xddLm^80Z~xo2L+= zi+}IN!pRfgW+V|c;;cv6$mGNI&5x?9xJ)sq@Yh}5ii|2?3it`?zt6kX-)C0cko}Nkf$h0VZ95C~J#XXbnY5OpGXw%1c3vX)PpLb)8y%X3J)(Da?ptrkg@w4S5 zrX|V3*u2w>@Yy$zz6I0M4_&rxT}f_hh(Srbr6<=Vwhr%~Hw(xG&=fYH-Cw%0nQqjc zw#b14vw6tgn%FcBNfY9XITxExmh+UKlmpr^=T7!B5{~qbM&Hiz$y%~$`L#8+2oFsanTBbZr-4M zG8exal0vP~(Ih~|n%VeXVgWi|&!J(;l-Kf+&!hMuMCZpG9}^Nf+YQ4B)fT+15Ob~| zJmahv$@k)^HJL?(PNz-QTI5;)LMW<&+zr%pL=;L{IUZ+XTY=#_*+hlzi7$YE$uY&P z_%QE^E*7Z{F!X_!0eYsb79_Okwn;QRFD|z6353u|YJK1*Zs9u4#->rf!*-XMCxt%^)}&o38AoZQgoWv@QN!`{QypqNX_BAXw0Z^ivH zs#JHoV;oUzS>CVVe-QhP;`04U)O%B_@guxxwDye2b=EfBKnid0D-8E&SoUzsQ+0SM%x ze=eV&-wlZ_{%Hx(5$j8CU)CyzS%7nnJ>!;R`dlzry(R zQ$7(;w*kkym`0x<`1vf_J4P>g`+b=8qpX8C5IV^UVAOu?w-k5e%`*gz87GbXd@Gnr zI;_Y0!6;p@BLOEi;~F8_WpF-!h+~dANq9Fj$g0Wh_ALjiWT#(mNv*{K(8!y+z}2-S z`}IT1yJYUpYO8Ruy_;QUdCdwG?#pZvJSVn>Mke8aq+N{U ziXbwe@W&}wo+$xQC8M~&-UIo$vBYx8w)eojb6Z$e{xz0w=S!5_kN7g#jn-ClM-9xd z08=ryM4u^v@PJ!@*+O`tNY<~0q%z5V%W?X5ovruIjD`RJTblkUE=+ZFk8bUh79ycx zXrW)Z7^PT?|FOrnU}g*AkME)BG&3)w?e>diGM{ zEb+&Naf2{~%&x7ZGTR+Snp4*kFFV4mh8I^6L2pjq?V;rz47SgK!#X64(hTK*hMx}8 zpk*eqYbvsHysJkewcVbVD2V#AOw(AI!To+E5n@u7SgJHtEXaPp3p}!Yf3|#fKrCDe zm8^b8EfTCtl-(=ts=KQ%CG{LBL>K|auWypir#=tLFO;iSsSQe>EL_R<2y0UlGWm{x{gnszhiYOlZeW- zm}`*tVUMxzC=;NI-L~#2-MLo<0H{ns1mf|oxJD@#&AP^;xKI8{aRB0KLp6J=_08pf zjpApD^Ktc`=lJbI{hR$ziZy25?)Bf-ZnM60lHh@D(X`10?x1u2{1B3I^VVqHSQIVF zA9z2!CSX^|U2O4Nc6Dc-g|$dENV$g_GGk&oq ziDsIHN4;MsA&PVekqUmT)Y>6`qm$VDk+L~7NXTVFUf;NdGPp3j2qHO*T3`&JlAX?H zRH`F8$0Ivl>i_WDq}~fQo2xTgVe0=b>yyV=fNN?o=taCH8O2=`{!z%|H6a$zeltaV zQCoI*4XC}zo_OI|DP#T(L&VNOSZ$sb3qq}?*1c1bGwZ&bL=#ZFI3uIg=H)7C73&if zmJYsHRn7E`ZMer+{h=nRQor=4dF{c4`)NKO1Ik@F;xZtGQTTp=*a0A(_)wPxgTri9 zZm#w{!&nb7eMB&ZLwU}Bk4k_!AacFG6VE*07Nyk@LGqc9`w}93KY<0LEiKvIfiXxK zM@wHr&Vh2jZBeqKgpU85vHGLPFR_BnIl!aAncdXmT4$7psw@msG0ex0S)`@5(Eo7e z2z45S)PXMV!^~n6jU>2N6vO+ZLN?;Qo9akvhCmDJB7fq&?%T;Ll;YW9tM=r( za2;VR%lK#_#hPb^W~9lNk1!1^_)sFd7Q1ZW*4$<{&;ap?7&cmN(^Punm@bAY@iFF3`-Zj4C*tBVr~=4li!pad1E$ad2)+>}#itcf65>Pc{hXFq%+M zIfqy`O>gewW6pU4euKP50%oPW7dsgZ=sr-H4$C^z%R7iAvV5sztt)Km2qHWb_B; zjI~ULR1FFL+gfi=7k-imuwGF_g4O6sUXMbkI^wflEZ!DlFdRZs%XnSPEXr9mBKS(Y$tUddyo9 z7fDkqHLeck0$TAqr>WfUz2tdhH!hrjNj0;zt2LmCye2-ZiWW^2H_m(;sd6x|B@92; zRIQzbeVts*<%e!bzfL2W;>tz9ToH3IU>XfQ2jr3jn7ghW@QGKp=mE0fTp~%N@Ng>f%WZ zUE^pv)pIIwAi%5Qky+X<4XyTJD|vy+(-pT`NoU4M8VTo@t=y0;ZN~!+m_-#cpk`1A zv1Tb5i({1P;HArVcNvscJZZ_RJ|HTWvCgOh)k&ldAjv6kSR`Z^ z$m302yzCehR#pGi>C-q*1s}?XGxh&aaYt0RKqe);n7Oeq7j#J86iehx9;LsBE%-ob zERz>N?=Kqc(7gCjA{8&fvwZ{W13CSy@hL&W-e4n+5({!X)Q4`QtIRk&U!j2$Fr8@v%gwyAeY_i z&&@hI+Tw6sE!<<3&`9kzy z^I3rWC9?)0Cne0vt%W}H<|or5>dswH+-yCDD+Yw(U-}QZ>@2)R%Grht-DE_$VSBM7 zL7*t-YC)G^l)+B}nr|<3dKsyz*y8b68=+Ptzr^;{`@-5=I&=iUwOqQC*QKLFDwdeo zsQt2?Zcilql)-IDYw=!M7p$W(npYzK`Jn_)q z19I4rWE!G7iSbS0C#)CNwas-iLwBl0*^t?QGGJNt8Rl?(&?DJRz`#?UOlu9Z;@=Tr zK(sz0{Dm9GP8x`cmIz6|vgpBkKR-eihbH2#(TnI9JP=M2K{v&BMr&z`?^2EAI)!DA zOjgLC$K5!TfDS2W%!7lu&06aKiLtuy3@mDpzXI<+skDNbc@|yN!Z#{j;-o*w(9+yT zMNCexYBJ=&A7C3}>sP1)oCAW%uW=*~USH_5Mdlx;tvG>~+XBWaC0-Iv4j>h-$gM{y zwb%x;F8(F%J>Z}~a4K$>D7Iw{ufb;kW<)Rq#|9Pdm-7ds7)KMfryGF7E4Rk$is4b( z?Zd>=HpJU&3FfI$YwD#2T5gzJ*e9>Us*dP&=y|YPV9x9XlZ7Z-06UCfo+-b1C&>>3 zwV(aj-6)8-e;-zqol-e^L?||`)Whl-tk-fgg`M98NP*lZu5=139B{uIdX7(_M^Tco z;)1}fCX&r`^!WlUQ^?=2zK*`qi6EH|z={nA2paovXn;x9Yt9MQFu{oLtuwcsW@!-yUZd-hRz!M3TTVQKey|Wd0B9!6!JhEo0QxeWS!uk5Y{8KbL)UBSEznF@{A4cFi7hze{9a z_|+7$tF5eQLp*h@ZMP@CoI}P78#-(On9L}RA{lVN=Dyka_%XiWk({v{;Ghy}S4TvL zuy3egY?N=8H(kptKAaW#;%hj1d6L^l>z6jAQbEx7T|^GI)QJE28xHu!B*2ryyge?f zB;F(Xud4P|23o-%Hf7<{U&cF0Y9x?)Z0JmY-IB-SV~#Wja#v3bDiJ3~Y){`hoKbW6r_h!0+Ho$E-Gc`w*EH(*XHS0-N+i{SX+-d5OM9iGeR za?-|k;|&cKO|)Z$ZIwnWh=Q=lmu6e;3b$7>Xsbg=%2#!&bGr+rBhhPLPcx`MR=i5A ziH)qoMj?yEf}zj{7qlGpbHT#uM-vg{HO_d?+PXTWMf;Bi$x-+qB}M*@>pYUM2eL^VM9ciqG7b2)TzLp_Ri?NU?7H6*F}huSfX zV!qxZwzD=NuR{*|2hu{=B!NylBY*inS1NWG+}zas5L-chyuIc0kn2SK|ro;7`z>@+MUkdo|gJ+SEObVdK?7*9pg$ z`2$WMud#Wu+`su!uFn<{b^k>?2O~UeJK;g*$itKvMchUDgUvlSHjM!+@NG z>JB{F^63yW)8c_Zu=$uYd_nY@`R3Jxh(Y(&2 zlz8OsGA2kArQif-5;)W9h@=ykw6tMF~J$C&2~lY^2s|NjHq%`+?6DeN^v(TDLT?{^l>BjQcR3QghXjgDDmqQq%JU%j`RqFG z#N(5BvE^!UC$uV$4lU~>c=I>zRHK*QU@8Z~jARo_X1B^hU$v;Xj~3Q(2H3a$3g;nB z?u+ei1KbafviI!4B0^*+F_XgMq+^j-e#bX#y@)E^7KikLuR4RnrjtqVXW(GnEBi;F zh56)oRysiB`TCR&(r0!&X?sxct))IH7>`LJ@MxC%Lg4dI<%{}l7Ad`iQRu}8i#~lg zgf9;=R5R0?KNp`&=HyE^bl*eZGOAc1BkUib0jn3zNjZBD2)8Sf4C?kT}wKz45dgp{jbcL^-T=m9npaw3h8OxwjN&f~x;PKn!pZy;P zc8|L?nAt$5=V_?#ksYhjzGxbj2~gV1gAVkvpi3g zL_{<}%0ZU@1~Ed2|Ydf?PvqA_Dh6 z5|RFG3C*D8GrrOI663_qy8v4IRm&I5_>{Y0%rMM(Hn3)os{$;3t0wIH#ZXZ@L|f` z-=AWnhD4JfjH15MbXSJ^qU3>GG6Z3A;kyeq#x)V>bhIXfgm{;Aoq|@@aM=x&P}_he z|Kav-pZ%0r`d5Y4MBcRIO-`epLFCUM$;GsX_U+GLrB3l@ogy_$$X_UD~BDTrS)0)}w}rIX#cK#xYxYo7PqTYC?U z;%3Q*6quEnho_GcFiE!8bT)_I(V(tVw>U}-s|uXMSwL3{Vtd(2)ZK0p;vG9Lg56PB zj}1bxV3~LDEg|zLjhI}+2!#ZjrWHLcU>J9qri{{OHA(tmwIhimfUV1(ninw#uI!4a zjgv%wby{ZtdS*zq+yaVzZLfp{=JzYRcEx+^A9_JeWk)u6&$=)010q)_$WX5y3{DA_ z+=_%>f8*7(wmi=WJfuC_QPL`7dL1FZn>uUS{*K#H_Jj~l@hVsEmCXN$w!gr({mZHc zONk;#O^gTpr5(+F2cj_}`xwQvd-&!6lFGSx#(X6iVZ@-E>t?Qx6fDajRo^uJbN;5B zFUic)s2aHa;ju+n_jaPf|2p=7_#6$Jf^rl9r9h{-H|!l@ndD9V$Oq z)dfYeW|*jzppXP|IxN{*p{E1dR)&It0A$QO^d{`#zvyJ6@KNq7j}sL-+4^4=^JZBb z+=!-(iUXM!b2{7QqzzkDAh{={Q;xFKAK*!M?OJu)mbjt+Y3T~4TkA7f_bX&`QFfh% zmf={6o^W@L-l}+aX+vHAMiaotukMA!l#hG)u<(xiK($|t)q#yGZBn7K(#uyHe?}>k z{CmL!`8*%%+9|V0@#0EmL>4vcMrnsglqWWjC`3d}P>2TaPwZj*1ijD*~h#XM*MU&+$(to{|8IS=r#&&YtAE%a5p+0%TQy6fLWkn$k z54kkg+FZ2DpIyUqDxoM|H>E_UQ+QTQ#7|^@_lQTgE%iA^S(DAoIjZMr>{DF=cquwy z&WA-9Xs%M!Q2+tUGC}S@bL+B+lJ01%jc@PE|Ejm5zC!8|q5tqV4X1#CGtion(bLk0PyCKp zqMTk5g}~B_ziPvJhuP8^CMw-UWv&PbtnCl(8n>2jin6>PzQZbinT*GF26H>!-+I_# zG?IAL*=2E;B2vOi6Z--y&P`Lx_z|J!q?0hu)5+bJnW3>pc-ae_oKAbXy2c6{CtxSPKY z!}go~UPifA;uIjMm=7U*Iv-A*_<%g^-?lRVHjIBWvj1;4#Ii;`s5(t&rk)F3@=`el zJOfdF#gg<%%x)k(WU;065Y~14y?i_5Ctn9Z3Z`rzb=}0P5=M^ literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif b/tests/data/seasonet/summer/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..198fa95c52d641906253c8a2626f2902f1ce58de GIT binary patch literal 1993 zcmZvZc{r47AIG0D)7Y~NGj?N%v4yO!{Ych9Aq>Vo+4q;p&RAwhjzUL-A&#X%<76u} zSwjj3HP#|W)Jc|-LFb%N-gEWG``p*>`hK48Z@KU1xvi`e0X6^t_y7O|20%;_U@Uefs4*;OYeAL4Sf_&>uW4;I;`$s+SV?LURIIgjR0)W^Ly@o%q!!a|< z0Y@eu%>Xgi$qX(4%;Z^S5Hh&{<_KV$87)LGfMlvPb6+Zv1(0B}@6mz&ePm6(2WWY*DIlw9V!Hx8UhPU7K>ZGsu}OMUQd(WtVG!ddJi}D%da&z@W%RDw87m% z_{kvU$XnB$a)+O*p-owAXD*36BFtHmw$MqvBGAQ@Q`X{kacVwO_Vah2+Rz`JUg-)F z{L40or?d0^%*`@Q(NKH5N|EkFG(G8AQ0DoV)Dbfw^YP|5&1}UP%7S~q9_PdJZHK~6 z0N1@R2w|w;DRJXbG?02Y{A7=cQiNyo*@@KdHR#JNCA@T~q2UTxN*Nl2dd!E{7Ou9b zF)@G7m3T~q`3b0*r3o3g>R!WjW!+W%**PO{FKa=Td9SF4Yuy?x7r5N8gAp{WZ4y4h z({+)g^Ij0hHA-B;qpQ~kE-v@d<-KUK(q?1`fv5P--n>qg7a3n{98y>k+pi+x?|TQG z!&IhXl%R5hCM%-AevOCQBEyHoDST1Ei60{WM0ZQb<(FEb+%2J$wykql#}=BD!Bk`T z+26!h{}@hjy7Myem)=`spB8Z!_QGwOy96sU`pTijV)R9+3J%`0jQoH){A0y;;b@%E z+DB*9Rr}QTcuf8DNr^6BT$RBY%15<~JdaA0Q-|-O<(v0BaJ?Ob)Rnr9b^kT+E6-i% zm7r(=KW<&{@0TkNCQkB9?2Jk!R!k?%?+7v^>?v9n+I(-e8-+28SUTzFJ{9-ZXcM7dgQ^Bw(*k^U7 z+eqCA3lC~*{$g~nV=xpHgYeXgSnFK+Tpgu0>FdC?+#6e$y*1PuVH3@M;yRoh|H20A zP-U#&sTU~rA1HT$v{~ytiCIT!4{qU;;!hEJuDSafCeLSd7#^YZ^aO`FqIQ8+SaHC# zb3GT}ZSSM8y5AYijfH=N)~vC)E3rQyK;h-rC|i4neHAhUnZY||N_KcniZuuXl5C`0Oy3IXOhV z#^>vrO?YBR8G3`Qm)D47@x1&?G0CeUvK{YHTNEAhc|jf_?x*h|l&>9W?t0ndL%huS zy^#r>bn6{%VaFHLw=^ZWP?S1rT7;;IL`5U2yNG+a`t+^C%3;HGnq>*c=4lxN&nZ|> z@ILla9&0~;KAW;1-|oPO6J_^x(GnyFXv!?!l$^Rvyn){ULv>+>v)lIB&PKnNHpm$* zym>Ab2_6K3%DL=vpu5(lyUFag1t8i6WoC{PYBygvq;q_cfSEn(bUF&hSq+&*##OF^ zrb5|w0#0g|){lrv24<*{--Vv4(dyZ_;aL9ba{E^UIH>_;YT!kR@#zLY*XLZb2RBQV zP(ci6MsfIz1jbq57jGO6rZ6&at8p@qv*p4*c_dGo zKfIYv5L|6^0E^6tv>Pkm&K-wLp!4oJ5Anmet0W^~UsdpI`NRAE|6Lu3vJOaYeU=`T zF38QnD=(;Yo4h?1FB3@5VXW+d-ss7(Tq?1tDm%E@hO{gXPv&(&Jg&WHN9?IX)M4ZR z2fMQD3nJ6#St#(=q%nDXYak=M8sBv0AlIfKEsJ1m!)Y_S5;y>MJ)giLGxZ ztwt1Px1$Wa>Nx|=-iJe5nz81?qj4m3@BUN*&$%(%PO>=biOpAxxY6er?NQm-kNT2* z&0KjnW$#FX#twJYb1=^7o!ojuUgr#c6YsyjkUe{@#1A`eWDdcEReqiKJ9WSjT%cR$ b#cHGdG$2A(@QzaZeB&)-ou?G+&&huPxDR0002{FaL85 z8W0))^;Z}F7S{jx*#ENlUmxe+%+y~d{GW`#|FG)+FmezQ0Q5Jz`L_atkpQrN_5N?w zgnR`-0F=W2rT^3a^Z)$rCY@ZZ-{_FYxXq%Yd09rru00@76DuGFd!6!KAa0oE} z3>Kwyn6@m_6q&%Z)@e*a&P|Zy>Q==5$=fI2QyVb&)Mi^yuL9-QOF^julg`wtKMh~N zM?6E5_XnMu4~fmpty_0w>Vz0r`vKqS=%mn)Y*?F8?B-F)!GhP5L3lz0(qR}8e)ko~ zQ*Ik-hc>p3j(jl~E5;UN--tf2aWWk#he)Q%5ePKn?#C#-Mj$<|1jV?{)~3}jvTWFz z5c$~V9U{`EF?`eEL9Xig?cUs>7bQ%92egv-AQUk{O1BQ?1`sd!L%d*3XM4YZKNo0bvne zPCnY(2b5OM)Pzot1d4)Gvq?(WL6d8CRGwbThhQp&gz?2T7eNtw=K#NT@UGxv#gK5K ztcEo`h_ebKuo7c&0zA)YjXun%ESI?hWP(Yg0gGryM#+|xn}+B79Qwkdp+2T%rV+h%X+Kig2BQ@}RAp0Sr#EQU1W%%0I(x(fP zjE|_Ro(g9F!M<6(ckI;gcXj|XBt(n-e(^jK%DFn;fPSrokUa8QaYf)2E}@c*j#%xc&@ zF98umFn#%WRR`EH%{=Qo0WL{C1e!v!ieijapvh0hg`mEDe#lN(LJU?ybI|@XsgZlA z%}w*_XVXMi;#lM#`!#U^PX13}Og+BI>>~h<^}4bs*s}^B*8>FVpQS^B%-wOaS2yVJ zEzOG(s&<>)6MV5Y#)|$av#FgBlsT&weo|~^3J{;iv`pR3qL1y;(W_*JwpE8>B$iR> zsQ&a~v?xVlOXRdvd!3sjaJJ(K^QX;@nWp7s_X|)VDN?6e5k#;dFBtUA z9+<`aGZfe1j!~1P${5|{UkPd~B$|8>3{A?cGw<1nEkkoZ`K#5jlGw69EpmAj>qRPU zN}jgLF?+hXCjMDiOBX5)^ZqpOnR-^$dpj82Bf0Tv39Wnj4MWZ2cj#|v&(8%? z-CK>EROsYETej6>!vU^5Ks0fMjk{2e9-+V%AUt2=gW`D{GcoDwV`UR#SrK+xAx2@C zUk1Og;0Q}ohi+|eI|s=5G@n&&uBG2(=^QP^H584^s4=ma)@T43E(s&;#M?U@^W}Ie zFhZF`dm2{3G>alNd-iP}l7-6c+{3&RZyJYsNg7UPl4WA9-aB&(Vwb;$sh0T)#A880 z!q7(dI{(yU2V%a{Lo@}vf(q`q5&5ZioH-`C<?eIOzZ6z2u7OxRLnI>2eACu#3)rK)NezP*9hp z0=m^?c|hRd&BG6E^LRp`(9p{gY^@SZl=S*QF&ozdtGR-{8j=~3~kmK-QNLcvXG z(!7U*^BzTlfLGwR@yN&i^cOC76X1M7F@GInzs7het>97-mZDVWTkYu+y}lOWK3-ic z1jTrp^VJvfhrvKFm*nrWC9{p!h0lnElKvGm0Rb^)G6j>?W!B$;~odBooQG( ztO^nFo=Z9Ei{as85&{qjTz5KTY52Ii18E|HCQP0-y-;Ss8unU(q|z02D-y~ke+?~G z^ek6mz^hf{^dxo-w2K>7WOJYf?>O@ftpo!poxl&qf`L85SG*~XsieP5 zvh^cd*)$0)^CC40JWyTap7IzqQIR`6ep;E!B=CK)f%k;BeXP8UE!tSnGS&Z4Pd+Ff zNYs|mQ;T6MXXK?WC^zi^hvI#y5DCEKzK1hXt%ZcRDC6dUlRJA{aMAl2F;=uanHXxN zhHpN920)*CMMs8JwPv7wJgy=Gh_O}r$x>_wqb(7?){f>TfB) zf(u$2f7#$VnV|nB?>h8Ft2#c97_vXtx2P$+G`~t@30=g-V}n&Tjy>>tF#I$vVQeT0 z;{@~CgjSenPf7@cJwgs-a+sa7>&3dFx!G=$kr%7vy4)RKbDEYx$i=x;cGoHE=fqF8xxMy6?--t~Oz)dZ*Y{Q5_W9_HEx!8CS@6#vkB51k8)`}Hw zA1%+=^)BVDAfog~#D-BteheCTK4$8{vqTMU*mt8+-E3IJ|1fw~8Wg`p$kHm!uLL~5 z*e=M`-23W?0dMjVbMTZ2{zEfk{qBeP{Ncu<#)kSY%d>tyU4)$-%OmFniM6oFU(DWk z_C=SmGq`&!m>_*96f@Gm$nKO!@v^Cph6U=%n1!%sFCb2QH8Rg-VAu>SW@ix`UKLrz zZ?Q>vW_7YpMyi;4)tP)OwZ{^TbM({s1ZZZBqM)XN7BwM!7|aey|!87L>Hv>Kg4b9vDGTU zT}Y!MPY6F6)W;kWd=YzK2BZ(%3+K;tpqgG?T)!j~JHQ@)g^jn^R_FzzW%@o|4FG$H zQz&pyZNiM5Fmsgp$+jL&3?>tJCh%#COYJNDJBoP)lH`_zP~1e{vK;Yhn6==M4tiXD z6vVmKS}=q!i>?l4uw?Kxp^7Wv^E=O>`_gT`TBM$HvSfESGE3^QPJ5$|My0)3iHgl{aUD76b@u)+AG~O)2M30JWOvn6U#`CwV1xWn+v@qQ zo?LqPSahRUpAsD@i^TA;+ijL`iec-w#$4~4*Aj3~-|L@WfMHy-QW z9$J@A(*9}R8iQ3TLXTAnSHJ0#3$2sviIIINy6MK|-5oTHaEz%9LGw%aoNdGD8*IpV;l6-|q!AE-tBQdwVSBv=# zZqN=0$#^0-gk@L4EB`w+qH|x;)Vjbx$Wg^m7fMQAhKn zH(-Zc>H1k>`7x+yfhoRzFJovEkrI^o zhwkJLg{nv+p`(wPD2H*1(g*nhLZ;jYIN-e}Rvc{_^p__JePV#zdx`4y;{AL=uDvYD zu1M#+k$)J`ce~`^CX{e-Jhj55=6`}STcfvlmx69ISS+nAc;#xs2Ap79VOe|`A5&cX z%~%-A6=AKvYd#b8r+zu>Z6K>2v47W5c_Mm z{Gj8c>ONyMSx3uGN4zvv3QC;)6+U>kHs|Fm*Jham^ZQ9b8wiGEx)S&hsEq~cIa~Ce z3wlQMBVos%-&;?JP;X?g5d|b_iT{ANqsc-@4CQ=D^?Gi7>}D>G7a`5mH+z?X=8Q`b zq-9P`g09BIU^&ikR?KxUlw4d&@To&W_PgNcd*w?=#oGRWXQ91JWA-9{&lQfJ%Ozt} z+1z$b0;vF+on!{N@}^dWV8?q7^Dmlq&Xma5HQs9YQ33g zKKncy?c2!b78aHWIpO!)j)I;D8)yzV9iimvp7qLLAF~a7nSn9)mM@r*ApHPG!rC!1u8rBz)H!^DRE|2P zPTuZQu=9TGscC9^@EXwEft^?Ycy`v~E{3mi`<)2QQU=xtDZo@PNr)GD9jV&}j})%g z-x@tbc%vDOcKyBV+(C<#isqi0bDJ~-G{l|HD{?m9(4uGYDXA#BLPoNjGG{VGhz@#q z6Pt&~5lcFvOM(nxZsK(dXF~uhfZnyA5B9?NK(^gX$Ju^z zb!ndfWO2XFA!Neel2fET=2H#Jqn;agB}!+bA;OLO_B6qd%M6{#b+-?RfhTEwquKmj z`-1fyF^^!zG=s{9V;KDHEqZ2A{x;sk-R!Nm=ao(@*|MN(Mmi=X4h&11H?!$hQXaD;9fDOFgOW87n%8fgP`IYpV+Se^pR_D?M-|}~IEPKQ-)^ABD^a#!S z&hZqORCTgsAuR%yyp3{gQVMm8@Kj%#SYL#PA+g#aUEe*fcmI%)J)Dh@MecA7lo%|G zP$8kM=C@r<(-ay(>(|?^IP`0p__fHsIw{Bv@wH5213Opnk zi{$fI0Tj6_sSaLPw+qYJdR2wen@+%}BfW;>ytQ5b->x3_C!_iVLh|a%RY|@F(e)Gc z3%z&$ZZb0zr6Msdnn{*ZW)a>3;6dNbOc|2Bxu2U)NB#-6x@bP0`6UnAwun>r1f#-n zUydgQGX{{onIEFYF4PEXPFozRf@#9l-u-iL@#DP`j|C{Lng#Q!^enBvn+BjvV%i4P$C8uh>Gje$)Lut71 z*X%Eiic!+l%-R(Uj^Dvx^<#9V3pQ`@dA@s~5vi~Z^X|@!3P|ea4ySNSO#I@i6%igtmFG9 zu|f!QDoLlqo-I^pcaK_FPPg;JbYQxGoP2CCq_vn+<;EQ);n1)NX{f*aUZmcA#-rR3 z(DbZvqbo?kpb|6dq)GgYm~I2wLkHBOt$CEVR3cZ${!9BY0*By zxnU*)aCY^X5*U`{-j7L%yWY}cK2YPsLw~U&p9r(8!PP0t0WM{Jf!8t?%(|JVNV&%h zT1lzIZ!PXFt3XJdm$A`kZ;F@ly1OIUSd5Q#$JMAc-t5DTHHF@Qb}(bv$D%g>5f>XG z$_i4*6JvQP+MavQ)+AY^YF;^NpZ-zld(JYx>qFeC8`KcQc+90D9|6oAH7IzDXD_#b zM+OR6Nlfq=%OI^8I%>kpQo%TIXO{{HA2DQH{UFisa7d6ApZ#3+2WS`HV9F<{24SiH zsS5%MBQ@ejR2m|-fZ_KyVF+8To5vBFG%l*A-q~UzUHbNPXl9EgEI%)pMz`!Y<}5ms z(2QXB^Op8OmMZlK?2LUJ$|F*4%V&g|v~0Oe%veQbXy_jLHd+v*D!Ea-kgZ#8tnvdp zW{`Ee>{btO*k4Hhh!bRTJ6XWXa1?3nV+=n(& z>q&_;eL6pE*`-qCI$2swA+>xvwN9bO8AJ^#rX4bB6u~UZcD1t3CXI#s!mA@WM|hSn zHDl8n=Ztus97z^cr_3{oy=ddwtniD~d&Hl}oUv=86Pn9B^~2^PlB3earruF)jVjKo zdqlIjYnBgn5+>^{BE}8IVelA!Ub*h-Z*gG&1k$nV79SXn6-&E*2_>rN>QOpAQ7kk2 zBc%#h7t!(_g(t7EB_J*(sVl0*LYzS`Rw487+ttOp4%Ef$u75i|J~H69-O)hT6qtSy z$;{i<84(a7`w)J?2JnFGv;L06EyH@Q1O?a323BkFfF2g^oW`J;l;!(j`uuV2(*5*1 zgPD}CFs~^Xak>N9;AzIrL;~T|ht7Fn(58ZG^AMeNXBRJ|=D6#9=afraZSvp~OlGYi z)B>dz60WGQ`SZiW@sJMTRFw?)LFJ26Efh+S5^RcqKSvPBpk#Ri84X%Ec1^$=W$cpP z@NffRzsUrw_(sU_+n1AQ#$jYx--H?1s3DWXZjXKrnVAo)m)}_R4UnK08qWRbAANMo zFvFmt%=4-k05dx#&)rWs2`RP6)yW)CxciiZP1>ioMHqV_IM5_HU8UC{ruHs}=$FVu zNX3!_p4#js9r^^R4U65{AKg^Ka)RMI^@%f<=v{5|tYZ*=Tf@UB$)QwO#?bLNd%%{N z=pH^xv_@Q5+ZDSJ9Z9|95Aav!(zt+#T`$LeLOMCt}0z zpz~R9IOKg(Cl%{aitu6TqqE`IKOhd029e7%_3A)|EP0?2*qnT(_V zEM4~sKjrZ!1Q+z?7S;-^Y^uy=R5nHg0ju}IPhmG*i1ZNaPME($SOeMc_Xq#70N$;wc6i9QR0Qe@PN)aglG(RLW1wDxW=$aal83ioQU;9)W;)4 zM~_c@N_@9)Eor?k$KZy4w;gg5bPPj}%%ApD#c^CF+BX_wN-`%j)e(OsNgDo;%RX;{ z%B@Kk6};leNh#YrgGBDdiu=eG&FX`0_*&t;;KfL!!RRO8iPKNH;h68H`e$Ldt~`dv z4nCYm>>g1C2T#@0Lg}L2Kj9(kjTZGAk5St2EtvLTY%kXtE>ceqMG=U@kx~+=D_7%^ zY0H-6okA^_E;3~#*Bt7WEn_*fGYFN`pLjKU+fp!1wF)2=RhBWlJqjqIFi)9nDDQ_>H--6*6gPD-{ZAI|5OHuC==rdkCXU z?&l`&mPD44RR?VDXy0*gB|j~gbd+TopB7`F#ZE;rip<*eI^dN>w)lkoS>TXUSk(8m zubbgg6t0g$?GI$j8kjl04_|w*wandg*NYJ>|||qe1!P zX4J%kQbCGalYRGy&{%XM)=KYi`@;G?q9O0Y>TrlLsS6g3iom`<9CE!NH@SF7YkR3- zUa)i57hCh)4m-reDAgeSGvkw1H^nIFU|~Goi2aoIdlH46uE`F*?GL%dQ0*h^9W)qjSS88W*f1>+)NY3&k{5OE3G6ZyLUle?Bu;z)#p zsc6xT6sO)JAbP9t=*B8|P;4H8l;Y658;uCmG7{S6%m*5gO)Y{MMk@Z7)!OW6@CO~` zb?N}t;#Bl}UmpshDfIzqH2kQWF=sDGpfv}$c;JXoLZn`G&Cu3 zj`exVFJn#(FDq6=P+LM4C2vrcnLdn9_tticc=3R${v{KoQ@UXRC*l0X)kEFnv{&kP zF|;N=+11XQV>REJ{1RakoQvI~71iylHRsQdx>;%zfn#JgAEeCZGMCd_TZZwM1wnT( z{a>aqTdhF8-epoV+EXBx%;0&;A_`Vvl(yeN4&s0>+j?mu8{kYfSV;q)M=?iEOu`*F z1TBG7=SUvSp6ZFNkL7{(mI)qDwqW0q-M6=XWs+;Ej|M@jCzLc`AI1t;;4gd$d}KAk zsN$SlTYy=#(O7rX7Qr2r+7XQG_ip4Jj1gxPNaM+#$y$HHY_fg95stsG_zzOWcg-KaXx}M$p$3 zy$zfd9GC{m8UjpP+Oy&gG~u6)tf1gnA=u#UF z)>L|hE{I|@n+!5S$VMYQC0>$I7U+6K&iRD%C#viim z)(x{CV;9ztNsF>zo9gUAX+;6on08Htu#DwnhyauXp~q$c)9=N^ z)>nV}l6X=-0=PxHL3kZRd)}(_M&qGpl%hN+)vg-n8%1jtMIsb#GOdAo_#7oW0pg1< zY#6F$SigY5z|0)1WBiqU4>Kz~N78J4?h!}Ra290^0^nubw7%R;x1iB1@xX}%?cL)h zE1d6e?^xedjyFx$py!)DrIx<5d}VTNtIE(IRV-O!v$PCh+E#weNW8ZQ-Ea)qr_`8F zLg$GmYGLF8dQYRynvEuI=mcYVUo&G21YdR*8_8T%JoDNtsildC_lA7xUi+$+Ss!|D zxHk%Mo6W6t>J&CPj~8|!>5~cb)34bL7lSCyGnm#BLs!M&XCM9ju=z`#1`DHTqUmgC zYmO4g`@^@q_eGLoum1i|Ar#EVTI9RU+qTI+;G@Iq`b=nJS`nWx*Rzo)rtF;xW9Fbt z+Suh#H1->*O!#cyi?QaZGvaw~1pB$-#p@{U-T?vDO!mhlh9S|$DXkNKIg5&RT+Rj# zdMVd&o4e95dIbPeqWdsSuw_mgo?76$tMmHPO+ i2_wkm8FN}DpCz+QhC{3!Y;M~LRKrK1jqFqk1pGh0P?4?x literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif b/tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif new file mode 100644 index 0000000000000000000000000000000000000000..ee77e161fe688a0c6b8e7a9ea45256d5accbbc4e GIT binary patch literal 29240 zcmZs?V~{ApwyoQ?ZFjG>ZF9A4+qP}nwr$(CZCiKkbI*OTf4qvAF}@fzGAc8FRn3f& zke~#B0000$000041_1m=ZvP7KzZmF$`CkG6_q2@ze4>l zAMJmc=%0`NznPhTjPqX^p8sOS|6;g67y#gZ*_(eA5Cj7N_D{k7J*+kq7=Yj(v;O1y zP#^%jf9&#~N&LIc@&Bv-O*rYF?@b5*U?KnjAglj>GXMZ2{QsB!pZ-7p|6ltgNdAom z0HD`b`XBud1OCrWfdl+!(f{FpOZy)M0;vy0`_Fxd`cQBHGyt%FTMGyfLks}(A9eEu z`5&bqRuxkuU}q+vBT!b7Ch)MeF(zPQl=1q%t``7#Gu=0U8sIO$Wo}>Mq>~#K0I~E;!e2h^+QI}xnS|`2gN7N;qZnW)TWv5z4 zBz3AYk2~`p?+hkiSvv9IKSr+kEa6=k28T3gz_+l5L>MUoc-&lvqSF6)KmzpK<&xyz7 zdIS`|f>T;ojpLr6LS!%@wnX-~ltc>NEafWrFYXY1F8R)4Fu8=w`9(4z*7T|(T`Jzj z5BD(cK566{)g`v?gOvG@p(Su^z9mkg9XIZEf;-i3w6-tQjO{?Y<`&SR#2@AFl6x2( zTm)u)tOu$J<_`AGgW9KD+l8-}rm2>)1{~;e^m0R}$g2!=Ql3@2qR#RwOmRqgKq@M( z2L29Z{iJrGX{4m0_lpB<3*8C&e#L?09hdmOw*pbSa%oe8$nyNQ8_N=-d{wukQm(=R=~y-{SGL+Z`ebEl}w#UMYNfIyL zaro+|^iYVdxQ?vX_dcJ$t0So+v@di#pIwD=XEi=w<3&v5F(6+%rPJ$@Td4oZp2Ooc zp=mp>ek!-G98F!HL(oNkqIl3JO$ly#3TgEO#QZR|)VA~?v&kly~Y zBw8m63t>tZSYw13lOzogLU;ro<&fib8!m+lRmF|fM%(t3*DOTjE}!^u)P?=myL@?~ z%2X?8ymJ9&@DG>3yqYA`J=!r-M-s?%>M6CtK4bAF08otvDOZ)v71&?xBig$7(hpa} zg*fsE(eF_cRqH@{ZnlUGU8ky9izE1jq}fhf$L8ajkI}S>cwEZELf#mMvnOw@`ESP8 zb7`~{DM=j5F@pi%99+JBvf)z6O%)GD(*4_2!d>gMk^3~k8%lHF!l=U!#_@@jJeglA zCOR;>y_no+*x!4eh?O48b!8(q*+?$2Ehx=s0RLPEPM?_;{kuBwPVY~!Q@Mg+gr1o&ZG21O1vrV zsYjaZoT*5-sE>#7k4i4i$IH&T!0S{V!EkaRqG6C@ZhFG0Y!SC~6aZ>(?%nny{~|5e zy-V;9Uo)L^tfJcv1wyelW5qjpzE7rfZimh7W3HgMDM85|;@$|W1?w_uo(fbA!Aze~ zQ_$yz8+@4~Y$YThO`&gTODikvQO|^?7sP_TIi`y13U499QYrTLU7HZ`!fzOYZF*Hv z5yW*16W%A==QMM2fq<&Lg0p+n`v4sxjLDt20(Y zKoC{r@g(WrXKp;n!m3|Vrb5h?O4it%iAc$=GQ$T|VzTt9OCjZ|n{}$~r-2kzP}`;P zi@HgTkpxJ?6Z+({H70I4Pc`EP(MJ)pEwo>J`rpo?CafpKzB z=40=WH`lW7YnS#!?bx!40Ul4^Y<+T_V|6Q(wEAjxVdLK8u(P4tEduDILn5M zqr2uXo>i1IDY?K~uw(&CnFH{;l%C*ya6nsWO{xZaBhcxRfR*qoTwP=b-Q<9i3Vf^}X2d)RDTh2T=zRtWdDJhPT_3ci(b%cAb-#G| z_)lb;uBpre{K2GOC*Z!hn(JhStetse>1*nF0H`kH{u&u1z~(ZQ!@61*W)a|6Q%@0~ z(1$)a9-Flbt@5?t5S5*TiyJr5SbbTyyP<3GWHCtywAjp(XEAGuBzn9sm5o%>D<47U zz;J+y(xDQ009RuV4+ZyxbF1#ArqM|0NWIh+Yn%uD10slI{HeN|b!2`?g^ag5`l zAqjvasLLiKny*E;hb&fOv1hchX3HxIVDG?9U4F0k0JL*pZ+;7`k@C?5g2`L?eHtA- zXj6^ns`Cd8T7C8hpjD2*#I%&OCn75z`gB=%Is?eR=_4mZL&W#sfp}F{`1`!(-P)r` zV>Y?cw`-Hl?D-XwU7wweP&(Lk9W0wQgb0OLc2d4m4NRoUW{_gD*9o>kq4OBEq|B`y ze7WT>Et+*?-n_^r22t4{fyr3~!vaKRSQEO#9v~_;b7$4qELv?uCNE3wDoO34F~Rta z3-RD!!Kv4hXs&5N(@8u+g=MK8bkRMCr{rgAt`lEgmOas0Qo!fmj;+q!@arH{i54U? zN5V`1*i^Hz4w;xOXlI%0@C#aqtFeu+Y)R`SiY(7l**Hk}UT+^_@mt$-1`p{wYx8~h zu9YovgQGGMkUY`??AizgGJ>#j=Xh1Z1yc6JaXjS&?hUBC$BWPz51fJ?lqsIpSH#8H zdjz}@lyE7PF2}>*49-#G6pHLqEE#flzsEV^#lskrSN!BOK3+q4bVIlE_N|f&taFX_ zn`kA{kckNdnUSD%t&eAL$5$yu45***ERO(n-<-FnW3}~lo?Ew9zb1Jb8VSK(6iqk39Mxlw3MPCE5Ah-X{&F6~ z4Y{$HX!qoZ{i3fg)|UD*$|Rdo(Z*dB*2Yp5>0~~L*(xYUO)bl>QO^t?Mk$FQCd=#e z1`{RkmI*uQ$EzukRN5jR4e4Qj7-j{y1VsQ0&6&?S;9Ar+n2c9P-I$jtc(At#pVsPm zC5&&00szfnM$vphJ`xXQp1MNsiLP~BRuUi;{BcV(w072zn3^&lMQATJikVUK`Axnf z<6oWLz~*RUNLY^=jIFXM{*ysA??5jbj6!%{#mQi+kZucSb`k6r=3!MTu`7&0M)`#9%{i4%@Hfy{yAMXta`?4Y7pWGdA|p?>KIT#Z6D zgc8OXJ6^J9@~gf7OafDxH^FR2)b3oInidFBnp`f@9hB0bP0h|FzwOw0Ax)<@k}-*M zBaocJaFM<@c+(*{XCeQW5Uv>>iaTsoTi7$;Hui1L^Z2)y@R$di=IjFaxbn2ucoBX3 z3Pt1G8}F>pVTQY(^KGRvCo(ASHFUx8%lXqCG;067h!5ymdbpuS0>$^IL^()F{RSWG zoslISXFr%r^NK^ubIZWRS!nYw0p`ZVNKDNuPcbqWmI>vA9@59n3Z4Sy<;gC?{5|Hc zn_q8MjFqsZx5VONqe)w!FikE1)ID!ylmfB?`S5S3baO#y5chPl)Mc2FRMUccO7V!; z@gt@wps+v;!TxSSlA#uWqJ__=RO8mW1lTARybKXEu9rUnFZG-oyyW#Vzx19>8CVd2 zlpAdA0o7sOG9zs*VfrFvvSF#s@gz1hY0DpFMYlN-D1%KeYFklZKP(@03purObR(r0 zdn2J+e_kpQPqM<ysR2%L0}AdTsvBmRfy)&5B`Q?%Pzv3EVAW+L=ji5_`fn_UziyPV z=9~h2y)w;NY<`a6f7p*#=dypup6BE)Vm1>)5j&{WDQP_!I+m(PqC1FORLd5hbb29- zNnPqN9Y54H2m~lDyZAgDAU{*T<3}~ua-06(`uz5*Jw4#+U_|B`i;cr`*T+&DaNMM4 z1W=-##mN?8Lng9#D?i%ATp-DAhoFss$WT^{MN-sXS!ADbL^#|Y>Jk#yhubHW%tRvy zMC3H0D)wlJ8LGxY!L%~J9fN7v45{S~xx#c=WtTb)6XiVbZT~6cbr%K=l|F5mgXSl` z5-|xG@*B){#Q^kMV{q9&!Fzp#4lf?kafp|w7lY%Noii(cVO^#HuGxL=a4iJ}dcaDhQ_=~%KQ_l7VpBd3ta9CPYk8O-|fXafWXTvXriDg$j zhxEflQ`z-Fwfkqhln)wDOZ;i)dSk?i?hctZ*jY;`iP*Fi7sE*h@F@1gDGS(DGB+%K z&(gS4Vm5+GIf-nhdfIps*cnyJgVNXw?)k(__*6Y@ox54YF%r;FAxbW*X(9BB?rdmt zi52dCBq<3&znk87x>$-l6wG>U{HoOycQ*_7S_-E*+pDutijeO5g3b-sA9^C(n7-%M z>{evo)KYOTxaZi(Xy>dm`XZs^g{Hfi7 z=q0Ay^o{!fspUa`$-bWdrb{#<|7ha_XX&L)aT)C|dI+DU{1tq8d9DL%dG!8L7j`^z z%k1xLnV{k9^w*TrCe_*M{G&(e{z;x@qExh))4s1_3@Q^&{M&Dzh^%o74E?^|Fku1> zqi%sTU0E>%A0(kNj~8Xj)5K6=mwk0OAaB8Qu_{yB8g-PJ)tH@`X95IXSwl=kuPg z!)ZG&!M@o$z8bnkGQ>6`IVQARlWXGy-^yVfmOU2+sfsO9C8Jxk zX_*2g=WE2bEfGcPNXFe5G9_9fH8+*Fxne)5|p! zE8rLZZ*H_q5LQ~9)%98cDFL9O-Kcw^I>zd~W}IMm((j2|U5vkXpC|<_=d@~8`-s9d znLE^Ae&9XN;>`!o&~oNJ1z1XVLD}GZK;aW&*p7?djU>A$881%`b}8nShK6qiUx>hF zM{vxSvs6Ans=to}Yu~A8rLcdAO!B3FhQ>fG+7m_@g z8}6EbX8aXbR(zehyy_QYo_*~-7-RKvI4+g$Bgp%{bxDoWu(}H(Y?8kv_r!g)l8TIg zI?V1#=|W>QzIfBl0X#IwlR_2-NvqPs6H6C*rd} z@xnI5^P0uj;fiVYQg`QqbM-pK5;P-&fhRb%hA!N?!dd@%eR^(|Irl-kPQ;#ElGYw3 zNpMDWNa@{fNk|jI-)|TMLv4O|?@Gu?VO4FMadug;I0FwhG#sCe%DcE&@bxG^#6N)kFdMsF&W&RM||_DBn1uT{?PPw7(}o0XZi!fSC*`jk!F zmt-5__{8eW_vk^CwP5^SNj?^fB6#$jb`}C0LXvI|#v^&(S=lqe)Hy<`+wRYaYNZ9Y z{h|7twB6!D+Lp}Ov?r9Jch!>u%oh>~$cCmDZ=<=^x@0|89-rJp6d9x#-hMWE>)j7F zLj+rFRrWLn$!__3%M|Q!%(?EgoP_aAm?6}fd;A!nQu`IKxIGJDJocMJ23odJ1@}<% z2DZ3m6JB4n02(cfc~mYvvz}XJ@1bR6-}eBJJ5$)MpGHe~hpzn|Lfsz-*lCuHHGZaj zqE!Wh?)tjp=gOFf|nWHq-XQjr@6V2@tyRp# zpVe|#q_P_$NSusAfMd3Ng4~JDi6=6&0vw^K!a{zj=J6E0Yo>H21`Ci6;3N_#L!B5t z<9_B?^V245g60NJ(-d(k3EQ2a3p$UovGU>1WJ8fxz+L)i8|Pe|II;X38LkYI8*78j zSom}-vdRrZ$?pFLcM}(g5=2bml^B!VAAM|iMEau+Zny0=Gf$#c(w#P--#X?#EvN(y z2Q<_Y@2HOFlN>^T9F&|_DN^UbJl{m%j?G_B?gK>e<&=ZIVQzl`L?}*wt|yOjiDkX9=Le@B6~VA=;}3xiBoJCj zQyY%JJjA;cN{Z)zE+#jx0TiKAmdFmP<$zF`(!Zu~!U@jq2ncqH7tZq90JKoAj=_pT z5pUVI5}UHc-ODTP?si8J9cCHsEl+kR-KS6CF9*I=w2&O4IT6hku~0)=xTAEImUDXN zw#~TM;a3qWm}vm-mo|4ljSgrUlxvRDL*3eP6bLIK`{<_WWajyq*QF@0OG6<6Nyq`+ zT)o^Y5H+d)SVs&#dc*LAXglhuOOzFF;xHX@Z4xXy-CVSg({qsUu^f3g2jQYm7}+5!lUF-JRfD7c)s0X z$OV({$7{g|&ts~!ynGU{Uf2m`_k2;530WJKjksMzUt@JZR_!FWIt9}{!I7i@cB2;d zc>2oEenJ=76Q`}OCxYUGPGJvDivG1TR_&os1@d1T$JZ#(+@5H+Qs*>->spsv|9*b2 zVC8^H5}$-fc{}*y`^fuUad-BwpZ@eZRqOX9YRHpXv4Y7ofJIXsr`kW;S29BWx~>*` zOdWss@-E12#LUi8O~MB~f76@AfjrEhkNx_q1JHfG*O$0cGB2<<$F;)a0bfz!W!~ZF zgVR=7(p=*f(q0{nrzT%sMjcl`MdSP9PBl94*ZaDHHFf6EnYn+{%ChA)G{!{Lt;>R{ zUiQ(1Ewki6WeFSh*+lp;lQqAtS|HixH_d%n2irIa= ztCWl}=m|0N0(m;d8FR_`WRkC05-p2a??!8df%}xOQlGx-E?O_7g!;>*uG6RF_pJbP z|LHs^PbJv?<-WfGrkM^+{%tH{aL#TNI`8zUM!=k8hfK4gEt^@Owd(m=V)H?f{{PMjjjx;Vdz=L8X^CrN4-VQN~{p`?Ay}jQD z`SUzAP4`4ll2R1tc4ZL+^fl?ZU~w4$o(yWuOvHh(Bxu0d3I1VsXN)i;FSsL23w(;V zU#Y`CC3oSVTXR0iIXE6oyr$0Gi_%V_Qe(@Om(JnsI#9b8RGb}qX_z*G05BX5O=Ogs zpG(YCxgs=N-M=F-xo`g7Ppmq6BHs)!`Ar(QG~Frip7PVYK7k!?q%8-ebA$XIPR{_@ z!%d%oc~drL%IzZfLI_87d@Q5JoTZrqOE+X zX$3!i++qJrB){FhI|NF!z6}$fLRwKJoV#e=6|@<#vwEpJJDyw5a8ulfB)|q}UGLd6 z7}3xV%Kbvpm1MrCFH*pxQ?-*Io$V5P(C^M(w@$!L-|6^^;d|A_rMr~E*n(8J@g=_-Md(&CXP0R^8u%BLnL;!5O?rP{N)50(3<>mc9L zC|=1ly&IOPbt#+`%Z_Wpw0u2+)^}oTSXT(~2xFy`5ibsL!67dhYpZg!Ty*m0(>^P0Iw!hVB&d9pH z-Sv1+qDB~i7B-dwB518h7_TRXJ0ld0Y?}$UjVXg4-Pt85Tya@>ZS|fmaEQCT#VypD z{dqcT^l`+uNwF1h_OVYT)tVWCC+zMzOUf2-;GZ39DrTM7k-!Oi2V7kM!v=7|Gql%% z&=idOch2SsY9G)3H6LcL$fi@yD<&IIA6&LyY{PVhJC(3nagzo`YGMv9M{SGV(w=g< zP|J9#Y0etanvgw5--+fC#gMa`fp5k**NAEw`)jyIn$jPzRvliQ*!o%qGtN`qy9?86 zl>X2OjYm-XoA1or!Nf;Fd+*)Ps)1E_vT%}{`yeX<7R(B3h)7euN!@SqqxMA^ld;cS zCHSl*IT+vH@QUw-osG)R@i%VSfl0cUlk>A4!a`HIb*r{DKb*de$qFC^EvoP2oITnUV%_;6tP66I)Pg0xLmvJqbqWvX6moK2XZ0# zk|mj!_7DvgrrgK4cv4vw#BoZL-Avcoi1BVw>!;66Sq7oi#7?UM^x*RV6C#j9r3{Qv z`f(pz_(`!aBLf!9WChg6v{<1s;B-|cLXS(DMISRX_szoxue$p)Tu@LHm&3T@lMUuN zw%V_VY_wJ6=kZ0(i|=R%qT(em(eU_C zI`HZtjZ2kR;!Z2yvfEHdS7d1HA@5@)|74e5IU+_|^T!gWh6tPg$krZziTPV?UVeES z+ooa_0(wZjC49(R`kanROKru@zCG7Q7qJh!5mP)gZ24h|n{4p4S~V+A$W{q8F7toL zdjjQr8tT8CRs&U8Y9Vhlq<(OL7bO}#n7y4q2N~vlW7o-K5%=Yk7X5z*{qrzsYP+!y%cucg z3)NH!BSzPN88q%+Ths+*Hy--ApJv#2c^mZdBfxB8m8244qGe}23gJGY)9I3c?P~HyH7ZsN9AEv}b7q zxC?-VStc-(`*0A<`}juve__SV11B883MT}5fH^`KY{L`=>_|t4nX%zu8$@BoS3@=O zl=eeG;*s`t>g;uJUl8SYkH@1-t^SZUj15vB)!49UjZ*yUgH?om7Sz(FT_%s==)b3V z2e=_|NwxK{jbVOA!Q`2IsYnR>4u)px&bKRn=t#});6nzG@NHaR z>*nT2nmbQHhTlK3 zyuEKz&*$gpiQjjGo1>ceU{6)*^0-49u6D=+!X3sC#cO_kiL}M?mUz`=HVVrSI>Yl& zL;ZtjE@AYxyK5w-5WPCO=^xE6oAUgv)JZ7`fQst+B+rmdh5p{r53;RRl5EA0KVUs@ z+V&L(oiQ72{tEJV4BeD|*N(S&&WtT4N~OwfY0l78|EbKZ#;Hcj^;oo_o>f2?HSRb7-8Yn&EaKwa>7h^^V(z7cTUx!vy%40- z8pUo(eXiv$RJ*8(Nc`D6zEt-kw#E-q7sG;yC(nZ5#8BGQAkFVjk^I7SrmpWr zqUmp_Y12L;Z@V+cNC0SN<`yYAp{7BpX5=rLiG_bC*vfz-Sq1Yipd^H{rxIr*1=It@ zN!ATwS;h)2r7+3ovAj%f@P_!>(x>h6xC0;TLjgII@uY6ZYds+HK&;oa`(HJ@Z8@Wn z4RlJPIr<;f3~ZFC!Pg*n%WZXQNQtu%7ACRci3iA`4Tyso*gI7z6AJ4HyFfh0}Brr90jdRlp3PcLSw{e=Sde!zQ^~ zxLtItC_3YfJum1nb;&3)_Jmaj*-Mn5Xy91hD|rK&X{kk0DDA?KrI{q^=lsr~LpJNX z5AkkT)Ol(%`?gE!%Q?=`(OAM5IEj?82DlPaGrxQaB@wo>%Mu9Tpgc zfcZ)+R^A2%-jtolcVsi@n;E7?9ZZtywbZ%+hjsDi z^=jC7((zL0Hq7b)8y5jk?_=wcXp@GMHf3?^MH55J@3n(kinvn~8E?PaPv2;pEL7G1 z*1f6NKp>^$cCnN5SmS%-3XQL2<$X?8wj!YO$3n>jl)N1!D8Gc?SLL|!UN&Y)57m}$ z@6Nzcqwh#+Q1z||gsIC@8Mx|Efg1^LcZ`DZFsVF0UGrV@e{%^b}ZQDovqTl`HhS!e%@fQz0e8S|J%s_*TaD; z%s3qW7|f$RBN3#-MJRmg7P+>&XvC4x&uug6>I+GHY5(A|jL%K3sPmD=g51tr)Bw{P zrhDx7Uwg1sI%&|IP@W`}&^c130s`6kve=i|DCKN2v>WWBU5HBKIwFV%{$|0BY-R+- zOu_bmtH7*1_9PaR^EDjFv*I>F+oO8c7L|s<9+34_arbVb-O445JOOhTy+f6nxyj;C z+$dzeq+AFojl10oY0ySpku~)k;^$M9?_`sY*-I2}So}}$-D9H>*)!SK3HbE)N|0HP z2rCBy0_^4P$|0($1$BOaXM4~t^pp<)kM$<#cBN%z{ScDcLK`9R3*? z!715fi4=Dn*&1~yCKa^)se?7!cIo%Jj@41t5hO&q)W}aBDT9dL{oTlxbRqQ_#9kDG)LhMJac3Xgl63Z zV<@&Nz>*ARnp&M`MxZJ_@rvsE*9-$>K@W3qsdporTI6~m9Ky>a5zrtqT5=&xjpeWO zT#hf&2i~vHWavcy!co<*2~`*hvg|bx%y-woO?{V7kv2 zWlVu~N&^MXZ;G>Qe(K7BJ^*9(o717$R18UiqK^yUf!BR}qn(aTjN8iub&vEvKY0`< z`2@JKz1&TXW@c4a2Aq$*5|`lCJIQaI*lOd)O-3k49xi9pse@JXl_YPKsoo!+@CN8o zf0bp74F@i#+ANsCx@W1ebRV6b0I)Y*_L7WL$WEJVPa>86=ar#i4l^@RX0gUd=izbu?Zw#%3E;> z0#N?Odc+*M1$f7?PSn4HoBdc2{mm6~03My3dW{RT5|!x{g9Rq3L;=Nom9g8p{+>Lr z2OXQFIlgg|X#~UkAuYpq``u){E)-LFG68KMN48~@@7FPp4wlVbYI1esqZOY5IMU&0 zP_RkLtVhQy83el`&#?~K9?Lb2C_4Y^9ZWqJZ4LL$M|-%_kYF{-C1-{$$s!4)UT1L) zcm9}Anrhe`g+W{v@7 zKLNQ%^G9Mc_sXlV(*76 zFoJ5f?t##E;Im;C=1M6VLH&0b`tUQK1Jss5{SN?p7}30@ol2aE{I%}V(t3&W_;rpw zv_he7X?BU8)dys(gLd90<6D3GHG$^oA&TEfC~!^mJR~0Achl93gE41DE+&+4?8PX_ zdCm#eEZyR*;7KXT2!uqV+{}Y&0&-9K4Rt^0Gqsfm!37$!hj$N&%p8sC>KB2 zdr|RU527VFI*`hapl0^$At_ZlEjQwfNkae559j#W7NFb==1X|-1*7YHA{P}trO2n8 z;<-mO^22Y*L*p-Yn}xc41iUQTy&mVoo;F6tMI%ZvaL6${NXy1<{jo1tjx6Ku^&?I! zpPYOAFFZR>Y=Bj`ZbQkv3(1AiNsEX)1AksXRXsYe?mUL8IBM`1im5Y8gF(-ac$7z< zUhli}HItWWNL-C_uT$88Jq@|HgSPb&*VafE@khfZ2Z3UrL0NG+~M*^F`NI+(-Oq67uO3MX7GiDaNr1*flJPRo`NNq6c2d7*fzmNufz2tSIeD_1*@s4oFzlp>P|-0W$03fxv0fNZ+J|R-Yr6v=Chl*Na4*Qtb60cD0e{1F;~1)dbLY;y$EW4}(GGFcaj$g#O5L|S_mwhJlk=%s_l!Fcj|q+!F1 z($rqJLSUTp6Ivqz{l60YD(rn{fBmXul`XsZPnMSrg@V^0vhXHy^9aK#P})(b1CR+q zoK&=%-=jx1JvKemEo@8h)FhBl1UfJafXZSj?mnLvd;YLwKKM>HppKd71iXY?>V9-| zr8%0wOWoBaBE@o5UYY}6Xsw(B3gIe!2`bm-L{^YG#l5OKUtGN<)U?Vgb~9Ud$vPE!pvEHn4vJIiCT~ATu^N1wue<1^6I^zR?81ZE&RzXJO8RQ93&i{A$oHMqkhQ>biY`thZJV zXl@|Tm7n+_lim&D-UM7iCNsB<^rT?W`@L;L>T0QKj7c8kqE^Jj7d&c}mu9OT_x!7A zB|4tj0>fHpm#P4>^#?ZP5i8&tZ;0Vg5HAHou4}j0MS(*@uR|W>?&>qMl3v_pd6m0e z6tY`gk+cVfl&eh)0g=dq$~k_B!CWW#qpLYT*i2$O?Tn+e&@ZZlh`*u+jEesRf7O3Onm9FPJH9%0q#UU6FBNC4h-3s z^`NVljHdVtDo-ce&xY$H(fWmfDffqpTNlTtxAQhZWQ7X>=>nHE9k8zi-PSFI@Tosz zJ_*Xn;22?{#CKh~5~UgV1*)0v9SNs!Bv@Js$qw7xrFuBj%z~I8DvO{L7H#>*q%84` z=FZpCz1-Bo48M*#Jf~Df_GWiSo;(5`sSGS_B07mzM;|6SBt^HmR8eKeJi*I*PH^?~ z7~I3DARg%tA(E~{s>k(d!8cmw9ACEb{mz%x#MxeLb=*N>cbh@9OIZ#F`hd+uWqZw3 z=AIl7UXBO_!=)*)ouIi3%%=ma7PGKUVndI3a@6-u8l|v!$Ck{ft$4h$FAzfj{TPa@ zS#P+ag*O?T^|96~*aV60u5P2YrC3OVCma&3#*w@VtRs^v-!}Inje+Gh$T~3Rq`I+> zx>8*dRwsCU2fUN^(6c`YQk(+CN6Xn13Mu*$F(BhS&ci$~Lo}t|3l>%O3^bQ#Dyp2vC1W zUNX`q_&XPIjKK&CDTPGJ_q?pNrcYUKwDtX%BW8=EXw;D00M?&Biwiown)1t{&=QNt z0}?LvnFPLi>RgHqCvy*Uxm4Nn+7NW;FFV&j%U2)gpcH*S3a~#0AR zOxpo-ZVbORwn?uMhAV}G`!HRjsZ=;;F)$A?fXlv~6E|dDG(3{|_MP3;L^INxZZ%T- zbg`B;s&q(Wkadoe0GTjY9bq9N_ey$}_DfFXjZ%aqu@yL%#bu04D1(ov9H2hmGT_w* zsAe(QcB2tO!Fc;%1$L|WeQR4pa=#D(W9aZM~U4ZYP6rMsI(@c@<8sP@x|p{B68`uygGq2PB*RS#Y+OEvElMc?;Xl=NOzp((^2K3O0of zu3HnYkko0uVotkeA|?q?`*&1jJ1fIoHF(KXmI+-ZoW?2EE!RTRWWdZpfoS0GQ2*3P z-kV7Q22ozxkSgH7jgd=dBg3>g!pzc6O3L)t%T^HcH1MW{6>GUCtocP-#zu2>5iA05 z&@y-yxHi4hqIBc!QUFqp3!#feURe#ZpCm{3m@Z(^1pq0`qL!I4)LnR2@BZFma=mVy zb6_^=65!kbsrwx)(&(lW8zhgc-);QfYx||l3LN@g9;zd&l|LN=Xjf!ti!|1A; z*v8acX+jc{8#b6}3^@nS-(=N%7sMy>TB)$`G@i6g+Td2d;^vpP0rVKU?js6Jz;P4_ zsE|l6jz`qHOoMz!P&skjW5K}v=P?*bP1y2NXq3t^T{AsJKDsKRh91U{!WSx)C6pi` zolnh`WJw7FzLOi?MtY!sySXO4x%^pV#D(n%!p!!`yO#n|j zNOs!jjKYpkW+um~RR}}_H0ZEx0V=ts*()fiX62`L#jW`Tl`}}vH9l-Nh98kCqM~9! zU8}(}%%8QROU|;WEzL5nbOP+n*THmd$eN8GG`&ZD04~X}(5W;+W?Hh?de{_`H`}W7 z3v~L1{ox7YHaJrmnDTo-bWRu-M{>$O4qY}26HIT-5&D{9Kg%qI6wnWuU8O+Y{c8XU zwzONP72t#Qd49#*lAUEZGn^?ulOvOFzXRIyzKB8e-X^`wFG7ATOhJ^$K=^4xOoeKe zgz{H&%;98>g-*Uj+0w#ZH)dP`AQl1|#OQwPo+3)S_ku5~XZ{ZQn8t&uHlKN8+Fp2_ zab$k7Jb4+kGSv;{)0~-Hz}rJ0E0AEP0*D_!@Y@V%6p}Z}kU!83K^Jo+E^+u%lfQRX zta@THdh0ZOzAY=V{6+??KS$`2mXR~RI*fqYFfZ0UshI9u#BpLc946Mr&-Q}uz&6c> zv{!}NHm;FRDgexYJv#tOWCG*27@%p@U_ZK(Q_nQ3c?U`uhD+vtA?dULf06UcP>P^HzH8z z*n^MqQNr9|X9SV0e-{zdDj;;7g<-PRv21PvM5_i&B$L-#yL%~8Wt2wJ64gyKdimNncuKJ90Q{HNe zGnO>&r4~?}W>$z*H1}cKFP?Js2xXK@1+n#VdvTHn(!L&y8l4y#+|>cj%V66h4*)B}k=636j@BS8{Ac|OUU7h<2IjOX*~QpY!XOEk4i6}u8oPY) z{DIlMS^_)P1cRl;Fp%Z0#K6aP zmC&P6?|QIn&OZ%PcU=c{D-YCafzUv4KXAbslu_ab(0<5ZCgprDS?kO+Tx46!eJfi-*XBIf(|Nd~Dbs~6HB4M!ri?NN+^7~wY^2kVSKV*nV{<6crQ#RG~LNV8wf4+;({*f399gM+b}J}$%~ zL}5uSk!bvHW}eZAz&f44K;_t40uKY?SGN803$%8r$jxpRMB{)~X1(lFA3NgG!hRkdE zHiV?C<|yIdf4m083!{+cpNgl1HR4;20v%)dYYT)+SZHg54Fpixh+pfBN@9G=PGM# z7Z@C@SHH>a08QySA?=YK1{gpxPcfCQg3gGWE{R0w;GiC)SBI#?f8u$H4 zy!9k>*Zcq{?OWHeAchm05|DbgE)JvAAX3_N4Jd;xL4KtbMjS~V-HgT%=SaE_vZ2kv zG|$kWKlGgy3UpTvDp?rAR6juEY0?8T&XXPuGeR5o%PzHHC?&V?0^dK1bd^0Tsn#={ zZh|7F2uUlk&)~UQHikI-pJ&=T6ODNG=-Z+vNyqXM$AhOqB(u(JB}m+o9LU1ozx1uu6#IxP|0_caTp6iftq z!cm%qy&|N!k)vyEIx8qmipGmhf#XJ|iM*m~~x$F^z!` z%oA1q$EzJp%Iq2E_J?YyP6q1}_^_@zu;%!`}#c{heq=ZL)+Ie&d z#ey&RaC3%S+_>sw+%Op_$D!?(*Vu<_3#pGfjl$F#YE`DFSIcbmNT7;cBlH0U^tGGN zvMdcz*paVIZgJ$mDhQr1C^bA)UTD6?bopcmWr%fRj;vkox;Lc4xbum)j?6Y~hr*XO*!fr1+h?N3x^ojY@y*E63tfDSdK z0c={Yfe@0y7_;ovP`1M$MW@5&bOAG&Ot`Zi&7Oo!Tb*_J-o9;){@aG(dJbb#4c#JQ zkmYf^{5Kq`UpGAM<}eUj%SK)PrJ!PGR~ zEO26tfa~0H*dE+p}{Kf1EZ7R(+mRSHl5W(}3dv$m43AML@DhkFzt5D%R!Y(a&hjz$rhNZUeQ7+9EYD z^)+*}%A^WhdeuTMauH_ClS$kON!-7HKF)NFkTn-k+>Pa=P({&HlhNsx&nMD+5+T$% z%`PalFZ}>m0sjCAxi-Aw_w23Z(~2h)m#yQJ0H_D|!7oy%SS!g#u1(b!2N`V@@Q;oL zIV%cR9%jBtwa(y*H+p!1A(7E5qfxPY3Xm_ES`&vY%baKj6%=?i;m7p2vak`A-0hP1 z&@|s8;oE?GG&F|)-&{PApz1UWw0YxF-Stxx&Zz=S8hRvBRq$((Z`Pg}6t#Zz$yP>e z3u7w`NHB{nn@~NvTTbqjxN62wBF$7&Y2YONGIU=z^@LvHjvVB9_QgpBnsygxA*~Pg zPqZ6$0}i+|tm&U?V2v9M+V|V2kYD-Qsszm~=7zJ8-_t{pAHVf{lWDyzRbKNwC4)=4 zD;5fbY-m+?sp?HJv%)fsBTf6yDIoln=vX}M@=vy26qc1OCT&-;5-4q;v zFFcD?!s#OIAJ|t}0g1X1dRnBjpLsHi$KKv&xSOB<#AU-&otT1v>M*Sn5F5 zAM;HFz#8kY2uo1x&&> z?vEQU{mYnEp4b(j|Frb0?=x4i4t1qkNfnVM`$)bq6P76H>w2_&altVOwWjJet5l(- z@roDb@ne&gJPE#-%p4Dv*VOA_r{Gn+X6-77z%^E}PNB&$5ul5RjlN=n{CiIqhm0t# zy4kT^t~1<>0h*Yusvv&$W0RqGtp~3kJTm}%^HdIPkpzeaijfM6PIZ9xxnPj`Yiaul zpaH341zz4Z?zLoQXno`)-nEa2h+F}+`)j@wlRInT#43X_d{KQKGzR`do(rxQq!nC- zJsZmY)u-C6aK$FQgGX?NER)N3x7=AMB0KICXk>vuTz|ev`K8vFTjd8`0Q}Sy&Jw=q zm>D{>4E!TQVAc6-LI15pbkx*L!Glc%`}mIjMrdnshagWf2Xrl>dyf(2En!_*tKRBma|V7FE>j% zf|E3{C1)dCS6BpZt|F4b^Rpve-@!r#*Y17X6_4T>+@Z3Ekeb{JlmGQeCl|j1 z(8!Y%rh#G?(mKfgBbS5FMMHUq1Nf)qG}bz~{EJr(-?+?(X~9#KE5*z{0=!N%s-z|_ zR`_OhMX`XA0-kT;8(Z^cX5(5Rs<^;ov}+R=VOX+=NdMoI`E{RktN(2fP<>@`O+>^D znmY0e=ff4#iETM&JT*G}`bDYzPd1h<_m5AZCi_|Xgp|sI_)thp1TgVGn7rmT20fO9 zIQ!&Rt4JutG1<85Pk#ztSDBBQFMxr-$hk4neiV1EO8TLKi41H0zr>+z^6KF=yfZ{3 z25HN6fGZpW&P`We=!>*Y1Le#g0LG|>!5ToT_hE+b&UqXjY3(N#;2TsK9%28^d7vGs z#fYd-W1_*`>>upoqDdOa4pUFlsHLgFL=p<(j(=U?){*Lla=6_HVrA@F)jNeHJP>y< z4@xTG^ZehDh84>D5xge^5>UfQ%)fJi9ylz@K*kFE3F@iaWU+9?wunT0Pk48enVnuJ zW%}5LH(>}k^f|#`5$>+)SYP{qcg(6yg`jb)0Zq*#Lmm+uOsk1L)SL>4HK=3=X$=~3j4drY2B2(^K5={K0iLz9mO>C@ zQ_YYk{P`%JAlTe{q~l}`3ew7-OnpzS3?s%?8izUW>?apH788B-25hb-X_c1BM+*lBJ0x(t;MHZ`wEn6)v=i9nhv6 zLbfnNcUjnpRVYGxm&(wle{hp@9Scl$;T8|WWYRj)ca8C?7c&j<5-qS8k~#(Y+b!g~ z;Iwui@f z896*gTN~I>4iD0Kgiz$9T&X8LMjp`~uHL7xqkHVgK+|r0zU-*%V(@J92Izy<#>7|f zc1O4|?5bz&ts6bzM+7e`g7$_X&4VbSaY490^G0u~5hOis{LQ-cPHWY= zg{+bT)w|IG@<@1`0xKge(UJZs}5f3!+u=!M{K=qVUR#q395!by#%Fz5A4*i$P3cdj=$(3r$`u+Zcpu3dfy^>_#99H_rCXvL#8ZR1<9687x^MyBsNtX^n) zE!{&JjM~^InM9NU-IANscIE+>x0zvXwVIty<+kAWX~N_*urWqPo6= zg-;;l125C9Qb}l5_Htpc0D?X$4C4Dt7yL7V{qqRMj)EQGY#v1OMtx`_E8xBBXC;rb zY48Vk0~hlh?IrhrhCx@w$r3i)R)zgFHh)<}(d46&ataLy1qA zQhSMrg_JWODx1x#sp6#9B=2~HBZ1-FfHwMw77U{4vkmP1E;V#lEquh#ilA&&xRVv&@zU*XpQNwh@7*!FRwg{v~i0c z)9{vCI%(Cuaxc15EMJ3jWzKP|o?R-Fyqzc8p&DY<_x8k*htY^v5cHD|J-8Ycm%VO* znebGm)Ws$4`ju0hN}Ci0?&opwuGU0Jl!u!W#Yi(GHv(L4ib$k47}7SOr@|q6Wp@UP z0=v}fn`%xJs@{)FUd&vQ94Mw7WRP)^^mG0u{EHFoQAE6US@R8rD<2hL@0jbsy@0IFI{7WAcMIsh^Vs)5$-FN674~r9&Fy2u|3Fpd*W+!s|D}1 zgi3fNj~W3$`JwEmHW3Zw5;djSp(cqQ?uSdKScY&ElyL5t&@OR=I&%OrcUa);;PwNV zXXlZEXJh`sV+Mj1^hHV^)8v9+A)68pSu%b-9qYE)i|$Q%Y@XCXSb%DcxK`QpHLDwd z`coRl_CeqXtgV1X352Uv@)2~`&dn+qbx<8?+`iuxvMQ58Dwc*~SXQjPD%l;B(S?Kd ze?(;K-w1Y@nKS}vaW{ueLKl*s9f0o#FY01=h$X$RCo0#nJa^~$Zb;lpMN}rsfitD? zW;PKoJ0T)j%RiGr8^#|jT$ZbU(Y$!cjuyNLU^0F(>xCFF)YuR|tIi7*W4I0&7rx2A zIEGgFuYqeR=*D@znN}~`7d%DPmPJMK${L4J|3%4=+W`*k+}KK5+rx9i_nQTU!x@G z&Ex4UE?L#D^#ZpZsyvf+EfQEb1!FX8OfJh-Z}_l8yD+F0!s>y4z+cpqFAAORAKGKb zNyw1%e&Vh!>gOsq_M{M3>DelYiNkc%*LVQ|^q`%Q#Xy^Ux}fA$Y?gh1YEDmFT%YDa z#%#*P$GxteN!k3;JOYQh#1Ct)uy24r08^Qguz?VMSHb1FfH-`3t4IyyZV7AOh8$K_S$kogFW+hOC=SREoV&c;`) z>3OrFkI^j(c9M}Wt%(;up1u${K1J8(Jvj-8g`%f~bJ*PnYexbIdd@yNS&PFr%v%YQ z^oSt1(lRlM&!O9z^fpvw6rKX$jiYMTMaS%+!vWRo|v#F1B z%x<0zgj#(VMeeLiN)L7+@eBRqxG(4|Fm*rSnY|I}_cSl8Yi(Zo_d;qsnIbv*9uWtZ z+*KVKbI(#ve^E0sGGJOo{;zv$t`)JKJBlc3!uAGw2}79P)bsN$*1Sva7s)HeV~?f% zGT`)MVC=j?+>fR}WwG#&`SL2DsgZ+Ej5@Hbe&v+OqeejuMO_ncPd5Ifi(1kNLmxp{ z$kz2UVzngTxy$dBE$LWduBYa;RW^KI@%wSG6OWB+56UC*^8|!o@jYxuH&(U|FkB|R zM%mLyq#R${uMcOm+bSXgejabe)>18Y7*0BjcerD9*CdGI@3F%oz4pDfCyNrEP4IM_ zU&-+0F6r$=$(gyBT^u_X4+=?5LfWeAIxiD||Lhq^pFSLtAuJ-mCVkxl@W>vf+J7*+ z>yb4@CwLexD-AGD+)TC>{W%^enh>R>J1*U+4+FITHLBw&5NBRCMqF=U;{|eKY`YLM zjCUiJAIRX37KoUCi3vOOx<(lajUN}hUE|RxZ^VsC6w7JRciL21KPc=VSgaNai_@W^?IDhzQ5#3JI z12EyXZb;#Z=TZ}k`F0!(V&gFqt8SJT+UqYRC@HB~fotz!Hi9_9hXfbNa&Xi9P7v8u zCg*LxP9WZsjma7G+0l6wXw-q4zTxh@GO}!*ialf6N!W#gvP!W98AX@m+$|PLF>a64 zF|;s^J}<29xFc~5yN+klCIa7i0jP%KP04V&4-r293W>y3gt?b3{2`_#S=janGzYHY$StBspg@4%Q+bqIL@o}oRbPkg(AF!_t~9F&?G z)2ccjV}eOyDqD>3)zRC!vjehGT=(B~IobzNF!xEWr?+DGE3_WP6daT^y%Ru>AY%r1 zWIR0#r;ocH8`tHgmVY;``gtU?q9F3H@xW8|mZ--BzBHO3<8%`vZ6g4a$zit}ys#uT zQH7S>9~wC4BWJXss8xt4*g83G#3lIlXdO}c*pivtKBJpH)bm)OzSK0rkVPJz8+L*L zJvz=Zp0P+}*&_w+1W8ZgDsOuU1~7~6_`RqesP?*nM#ztQ6K4&hXrX! z2bqv1Wczju`Ec2tj3CXX3%sX{Q&MIyy=FENTy#yD!epAC&%G&A@u-IzM04%WQGQ3a z&&IxRFT*DGT8%5jvq`+P(HNjvhZ;>GZV_zDvz65W-A`!}zn(84JmG;2-m!O8*J+W~ zw+N-Q4gB&&3T{0RLnaa@t5M#Ek4+OV^4%$(_#0*#f1#FcE7h0)X=*eYyPdFiO9b?O z8qV{+3{9yrx?qQ7tw98BZLzc3zc`tSC(5n}r$i=T1*(`I;D7fXG&(LMgUmmJz<0B2 z4Ls)~g0qFAZ~SBuRDK>tXc8@XtTs4U zG}kbc7z6b?)U?p9{1Rhc)QkQ%vUj^bMd&NlJgkpz%ojG!~bl$DlKv#N7!xp zKorI?cr5%=J7NcvzMb8EJSWq{>)?v|PyKJa$iwof;6bb!5HAx>LuXn6(<7H@(-8mt z5112LL{wyyvv)$?gZi@kGVdZfk5Q7m_g4^J{FoY5zb!)A@0npTHY!6oF1xuj^fp+` z&FxOZYAUBKRXIyiT&W>TjDuAxK>eow)qLZf0~}naq@c~phV;V3k43Q|?Xz9uXeTc! z)lcz+0DstlL<9}OHS!xVj4ukcBA)D_w_AiVy)paIgoS`y)ay!8(}?2j^N4LVAgy2Q zXujaIU->q^Fh?d1=WbK~vYk+}(3y{9y+2blDZQk)Chf!?ht_1mq8WbDuQB|Hq{&BZ z2V~ZSy>rf}_d-VyiS&?1gf{$Z7BcrSiurZ6%hd>U z@EdqX(kw`5@`RtwH*;R*S1#>C)TNU5Rn7Jr1 z*WW9=j4SYEjeDlg5N*uO4f$&WnFkrR^>H0eRyswI2n^E|M%`;e zb@>3tb5&Ic(4d^&WR9wP-qu7car;)6qAj0(1n#A56=V8@W47hs0*k#m1F#&f| zUjsJ;f4%R&>sssIKFmKyeP_`?qG4$#&NrPI7>I1nnY@NSn|9`F3GyLuM1z19HS6F8apn+YHjm0ddFd|#Bvpa zWVzDu;F+dijJNnVs(a!A+W67Mp!1=Y-{vv-VPd}?I2{~6?6a9L+&o96Yl*-BS4L{a zCh6Fg;lxT6lh=Pbq_k78o8x_F?L|V7Q_Iqgz>k#0-^?r*&3gF~`$0gb4>j!VSJ|a4 z5@I96ceZaAueoU0w1kwLUnDJ*Imb`SbJ-=@zNF#)SPKb?S^B2dJ}z7mF$Cp3<#dbn zsVg0w(^Z7g%JM}F;q?V~qdCMPY>MW9o z)F#3r9efq)$l`GXZoR*p8)HrE=diXtE2kl5FfAxXjFFO|3w?IqxHN;l<9gUI*iFUQm#*Pc4eHC9NL)_Rh@Q*w zQ@KNFT4w&}+fHZnLiSw|m+D01s`!DKkxoO=`atW<1SN*r)&e56+LM1mVnfuQNLJYY z{eD!8@j3)rxS|tIj)ZiX(8092Dl!0{p5w!QW-r`NM~K6zf$}o<|KaclwD*EbL8%o* z#5ioa+Xnf@LKrgaC3g-`kO9cu#B$u++}HF(%RF`I)7mx?Af4m%>wYAZFdEuq%7wOZcz1 zfPK2t;gN5qiiZ@}|6T3~;$U|P%e6E^41XPT)p#zk)*bW>XM;pxwf-=Glbm}0^ayl_ ziXv`fiUD0ZUULbq{qD2Jb$?)5glNL^(tLL`X%mHZqO+$ji`edPJ# zyOS{}@qPEynqNSFVp0*OY=W9yQCab6a*QMJ}V>c!^+{* z9a*}hYtW+KfMyhY`2cdo5VgH2JP`Y$a*Kb#>xi-{iz%%JZVqBcjGx`D-;fm!%w~VT zo!<0M;vLF+l`%6>5BBzXGty%=)!9Sb=}#E($-hz z>`L}`_?@UIwJ-euSOJFsu?>L^>EuYMN3X3@jdBSICD|*68GxJk-r!)8zTtQ!gXUvY zOo#h&E<1o5?juhCp)G_*6H0;x1Zr@5V)DKLIPeedRZk zwsxOoaq1p%IF$1;jy^w%23ZNiVXv{){axi*n0|`V275Je4=!hhL^OR3!g%qex=e_g$${t5+$a5jPYKfAz8~%AYbqI%MMQWyBRWXkN zc1NFcuy#hAfRPq%6O*%U5eY`hjdci7s^tw_j&bAABJK zc%26Au1#ZkCbY`m7UqHN?fJ>WlHaA@$QgZ^-Q6Pn8G-uPBu)ItkeLg&~HJWwOI4fsX?|Q2m^sz-e^x#Jz4W z#MOyUO3J{fm%rd_mtV$u>ai!Pblaw0R*ND8Yn}8>J#&1M^!y_!MR1f4t!F=0(wWRP zd~y~>&2BuBD6|yzLy%%??(HeWtU4|!+O^Aukn)py#qk2IG-MI6ly8WQNRs^_3MjPI zBV;JpxpjOaT}$5)1X5uRN}{sWkAr%ZA`R;SPC8{;^W)6JP!E4cG zx>FNiZs`?$6zz#9SKzmqeq%gP-GllONBni1H8tD>(ajN9KgK`?{U~$THVTb#vP(wN z3k?UZ5U?`8SBF=_gV|ed%Yq6W7Qz)^+;@t-QIm%8hcmh0}y}#`_(&yUHlWpH@$j2Hs(I=-OLBSu)VIP3WEd7ttSJOLsLLbHY zyA?}Efx|bRInzXxyL$QJagGMc2EDG4jw@$_rhYWbxJK1z`Cn#!kd7@gH8eTqVuV6m zY=7HVL(`HuWyxkog^k05GElse(UiDarNdhO*#*gf-%(Th*pt!V5k`D@*hV^GWb4s) z3}|qypDXmm?I$))eUYRCr77+E9&FlD$YAUj-dp`cz4_yaNUKd$(D`L0hAUt}+sOQy zci{`Q?;Z$GStg$Wo*NVxiaCbf>~H1y9r6_fLbT#)u|_8A6|ITAX|=%(P^j{r7$&Hf z+{#vjBTZX{7e)#PV8>kSI$~+l58Gtz)NH=lu!@Y2XuZNNd3Y|tYYIT4=n&|$b%Rud z-;5M~`^U?%D+=MYd!b&Z8vk^BuH4-LuyJ{Sc$8(VX&ZF52d|a%IE&{;JEos?r&TbA z)!MW5@kI86|A+y%Mxd|r@5GBLi?%?@e~&Ssg)f^$yo@(7(YL1X{&(`fgnC23=HO9O zv#MF25knNPaC)GEFl`4A>^ps&SC%K{O*Gim$<#YlQ^o|(|9Loq zou)7YMJxJAj6~_Z*5u_xviQC}xiMiHXlbnK94yC*@HbP&VrbyEWEm_m>S>t#*u(~f z5^#Ba6z1#SXDO$7cte!-Q$EL}xzSxS+&yZ-2?{Fea*y1Oj*O=hXt^DjMR;DqpqcfI zL&iyhjw{#c8@2@9uWxMKyWAiD={6$I6JIpurwN_Hg_P!QDU5>5@;93;H8^lfqXKm+MJNQ0%&CAZ@Y@{4L*hV3MBqpaD{wLb%OU3|(isQz~|yRxq2;Q=8L{%^8}kxBkMAD{!@F5{|Za$3HRr zL{5I*`b3o|qXyjhAlYTQFR3^ppQtzsEanwK8-=+*8F=t73(K$M@Y!U|GSJaDH5vAu zj&g|7tV`k*aApFj8Lmr?9Q$|vpk!O#_mqRtsAgd%SK(L`Ojv0~nf>}%^jPDzj=$=I zy3?u*8>hEv$gt?sE%0|A6sT0#r4IzmFc{5=|xV&xfEP~|%bpkAfe1=J< z#i4=qQj60ua22{JoMlT0a-$BbB^dS`m#eIVKkNjj0c_43LyY}1$M}pcobp$}VJaZY z`-F(Z5c|+sIKMBjNHC*DJolRi3rZ&8bjS zU>VWC78?Sxn3@OWdnJz>n)+zlsGVSg^yO)cb11bW^;c9?xI(qCi`_ng!$T+4(q*$p zeJREv-(rZS*0KtaAIKy&FgfqrBkgyc{M*cVwi7GIhMWf*MU&?aw6p0kM>Lm7}d_FhG`Q-yO?!~ zz~LgP!!LQi?p>G7U{51XnV*9R<+FikjTQ)Io+2`6E9w&~RPAg2lTf%ToQ_)F)W$}( zH^uPOj$R{YJ3;~2pswdH{S?Iewna9D6p$>Eq4Ac1t+G?2D@JPWra-Ba!Bg*9c?zGW znrf(c9CsRW06QBls@m7hcLq6tIul@a)4ZxKo#I3#{X%M)@flP8QCBx#QM;td6fE^l zmYIf*8UWOMwCWqva_)lb`*U3=I+WI(F}=8SBF3gR85feG>n1hI+vrF-&E70JV6YFl zNx-)plF$P?j$MQ_k=OxD`sCQmt>!WWK`@M~ig9I4x3Dlc602x5aZ3 z85gLMG0)iLoq6uQ!%EAkdqD-50ke}@;PE{UBGeL*3|?H1v!Bz|04>Mhs-4kI1STTg zW9raHp3tvSZTGP8s4)9bumf?|igk2d%QnFoy4CBjaN(a-k=B%|2b(Z7!t!r*iVg&N zx}f#c>Q2#_!`cae#hl(50UHQIvzc0J_nHQU?CYsIG)@HrcilE zU{6vhcM5{ohvR?a*R z!Jg;Sd|$MPyr?LKoZv~&7BsA)V*{Lgh~h!ycq(GwF)gdKAnEI#aKBBD&-fz+q+a(h z&Jou1q}UN9bacDBDb#8tlUX=&K>^5*G!mS7_tF78CGwl#qpVXdH?Wcx`?N;I9Ee}C z&RB=79J$h>@du8HKn+~gnPL$SU&3t+)`Ye?zNa|M>VKhog1Vvo%VbZoy2zWGadQNx zIWKJoogTF|kuM2Y)Et|B=u7cGHzQE|$u9EyfKD;d$LorRvIZy7L(gY}1xc2iS)x{d zF<4Om66Cd^+QEBkfjj9F`E^&_yDp#-Wg#mJ#`9q20**&_Ew3IyzNsaOdXD2_OgdqK z#fzBqEAU^I5g$f}@Tx}Z@;oA|-eLa>KfNTz#1{ZLv+D}bwZ_L~y8>uwOm&IHMT>-j zBv2stOkD7qGbKDz{~)Wai=x^9Ltis<{S98Gc*KLC>p1GIya?PHz$K1y=bELwcomZU zWLxtwZGHh*Y}NcR?5dfVs>r8uNVYgw3nMtL45&v0pCK{p*Cd0H^(E)M&F9k$n={&GDGO7YbtYSv8hM`q~$mfu9)(n zY|JOXS;b)rE|)J{hRo#PrZ(l5k}fZz!VK7fsDm`bFVaJg74`q&+qx1m1>*3ZMUqc} z>gYIi9Q)kyQ6w0h<#(J9lDBh{d-ZW+=_>TRIu;h)3yQ;(kRs#hzWt@~{e$035y!S=xq5jBka@kv)p^Y~3JBA80 z{ZJGymwv(iVzzYO1C0O{W0~m3mu(ZxHw#F~%{^vlYQ8N8>AUr}F{l?{82A6G<@>)_`5y!S%l{`-{_%f$aQ^EF9|Ze9%>R!A zgJA*S|9tg-TpI=gApFOn|F}L37=ZteNB;4D0`Y&w+du37&!oZy01p3EZW96kD*^z( ztR4U`<^urqX8`~mod7`Nzt69F0|1IKfdDxiK>t?iKjVLcRPg_;|F!==q)&=e=szh& zL)HJ$|M36zf&c(O|Cj$Q)&F?Fp!H$s|H(tvhd}_)0pS0B6%Zhn1OWRVb@v1PAEhGE zkWeAyWF=%ER8y5B^t7`zC1hci_x@kk8$j92@CDEecmYsTzQJ%X{rZ$Vs$=!Kkk!7{ z#3IFeRf#o>Mppg(5d7dFE1!^dzU08F`g|{`y6F$3{u3eH!_qnPNAvL~tsV3HRp|-i z%Q*?xfVkO$%FCcTQ52T zsom8!-UTabm?vA-O~vih3OVJS%R8AKJ%SRo6#m7A4&jW!FcuFw#g>rDY=j7Sy>$~3 zgPIEyxty#DN^Qva#>-%uPEqaTeo|a}hIJ62&9(hwF;KI6;OyIQMb0(JF8cFt*8!JV zb9~|57fu54&}B>2v>3P@U1eAIZHTGuq@-{P{5In(Pj(4RJMRl>_maY(dIGPtlL*VC z&QJ-vq(7c=>um()*L&VeY@i+X@Em{2{cW}`Gztsi4#?uNHiu1dThYF|BCe?m< zx3}%1Xk7a{Pnl*?yeu#nR>)ty=Y%(L!o}$m)n9cJwzfOhMB|xPs8k1XY@LVNHd7ZE zCE2VGutINgjcw@>_=Td~=*(@0&)po7IQ}x$=RI^gh>gwO(UV-NMdI$9i6x=Q5rzMGChOn#V(6pkBc`^?}u^vEbrR9RkX*2vtq4N8#>Dqpe()m*lxskV|~GhnCr}; zG%?+J!wXVdn~mR(oc^PNpDrtyMz-VrsuznM2K*bSC6K1>UB^2+CQ9{n@B(RRMd$fi z1y@v}x3JcmD?XaQY~*~4<8u2Pf599q;e?lrV)GB7Gbs_S61f8}mnG{9-E42yyJw)< zuVqS1{TxbHdF(05`QbRi6z=4=uHp)X%JU&#)F!WIl{-~DpDoXl(LKgvgtTZZ%+{TB zpon3?Q`OrOyqBm&`XTp?Wz7!8+d>0oav<(xgj*3}NB;6#zFHc8y*tV)eD{-ZVB$w4 zw_DM`IeVpu0qw12(i}+Y6;zFJMcnVOyLpr7G**XkV?2_Ew3b^NCfD5RIS9{uOkW>0HXj-bpk4C{>y0aMrJJ3a9k0xqVX*dP zn+Df7`ztMl^<3-QLK{Y_;xk!^jaV@X3@si0WC8m;*TUSbK8%CNOtI;-P=B&QHE3wa zSlM&8L!JIHEvJJhos&D~DTUnagQwDz0# zX@aWlI4J5^sG@z9HV0TGe4QN5w@U*z`9#Ev`J8d>U8r|jt=INgUIc=mXMryv<7Z)2 z3y2sbG8LgOLk`EZnRW`{qA$m#NYI$$Zk8&NzeVh%x>VL+j>3MDZ=A?}rU8ZKinLkqeeDnt-k#FL>n$#GO~5-xV3se?K)SLRAf6c~2;8;> z?)iLmqjkSudl#(-zFcMC9#j49QrNQS8FnbQ;V{a*c_c2tXD*lj6HxP0zza*74E<~quPVQ!U7HW##>WYEnQr!;;mt|^%aTut%h)s>(lAh`PC?QEsq2FLpIB^ zpU}Etz?b)MAn`fR2;T2}cBl{kw1QQs2;f8V&U^&}vfO+~W$=IgGyYy;BC3bp(_%F^ z!J#0E@SRxn$sqz!0+syv(={$S2jtR6 zGHmP@;xMcsv!neL(IJpM8fD#Mq5XQUTbWewvo1gW=7ozNswxHbu9M0k`js25hR}&A zmX||M6omjonjeSIv|~+LHl;g3 z3eVlZNjHNSj7v{cYd#?N_UER^YvR)pz^16`zz(G3+3`el!^8DOT(jI5} zZwQ`0Zg>HXvLwB^Y~sJGf3GcG+c!x|*KGr-sfD8GBdKv? zQItKmoDX%xL_6uNysxl>0&@t}Ubo{XkcZNW859>!!1A`$uTx|6fhKmyo9fM~^yMrH z{W8BG%LHwq&D?(M?gw`3TuvGxLn&;~O!aq12xY$;cImDlhb;)4u+;8|B^W@~J8wq0 zS*dF^eEd^?rwKfoQg1A;Z`Wu0jxNhOP~Vs=puPaB#}BA5FvrKt8RmPg5}hzCNhMjY zM3K|55Fwov=gTdL-HT)L1H(J>(9UgR#0-9_{mm7PcO~4vyhmL~i*1L|>!-i0pSL2? z#|SCbVRkL?gk@hF)8k9%XD!aAxbQJQo(ROx3*i|K!u(pK^nEuckQq1$7bj9?^t&p( zRTPgmspC3>MG1A0o6qJM9IFkxAI>4F=fE0f|H_L9|CgNRQlEMM+VW~XHJXyu--b+w zD}r?iX7{@*hfq+JfZQxWT+GC=vsUNCoqBy8YLjzHRCs7I5(P>KvFgkID-s%lRRA6B zLszF%9?Tiv<(1O|lM5n0y$LmW;QaDb zF`8TDKK_>b61$Iim7@5wW~c9j7Ar%_GuDo5oI@W^W*dpBz`LCPko38woV)ycOG8i- zo#i)`rl9Gcn6mPh55hK3uduVsU*x22$*WJ2!Z|w-(usXTgru~+No~<{W(+}>v|ZoU ztzNx!(hjNCLp<^_Bbi4{;Y<Q^CN~@$+G!!Yt^cfrNd(fx3d>qLoi85l-{(OaYXCu zAt`I~iaw0^&K}&1mlYrDU@tf^y?)5tS=HYZ&V%bRy3Yn9A0(GIZmBF30-=CbuA?Z5QC!;uya@7b2)lWp@rb=GXH#$}RQ(pYxP^=cefn{gu%FJU2 zZ~N-AhZ`A3!;~a8^EJcYx}Ema=)#L&1);ch#Xb6GNbtjo-A<$f!t%UQ(|rc8cg{Xq zOu+QEFbD6oxGU`{POYxX8Uo`#cb$Id(5zo=7%WkZAa(9D8rr{ktj0A8#Jdn7GOlDp zVj?q=(o)@W5jSdoiS``2Z}AufSjc2Ylpj9TaD!l!wWrsR`Dq3iWr(|j4hb1|kE^i3 z29axDfba;&yQeoQ?nQWh(ro{~49BO}lZpk2fNO1RyDE|Qo3ku)|J4CwBQ zz%l!+Hf0A`F8`$H(P|}nc0>#41X{r~CmWX7HkxZ<^|U9cJMoQ!Tcr+#sb_Q!0V^V* z6lQLLUH%~cCLs6~yWUR)i*i9(2G3{_=|^yVvK2~Jybxai^uV6TYP1lOlu5dUqRIG{ zyNd?38O1pyjr*qM1k9~w79J0yo-k(ZZ^`)1(cGJ7ucqQtL{T^PNC_M50gb|L({AvFnmUW?mz@|5sA6pj5qcF& z6HL~TQGXC4xowtlV~J$={rD?hDV=CUqEn8$GQl~crlglu(i2aY9}##K;_=N$utjR- zi=WbiiVW5;xe?in-An>2a|p?)XvZNEsFwV(WBj0@NDowV*bVcwNi!_1fpXC#u%v9x z1Fps*S*1W%=%rmHp+R)Az~-)J!jnY9?4_pA7f$bqqH>!lt5bddmF0}&IrVoTQCUft z?KeU(&R3A(&#iyoIJVng!`pA$W99PaRMMImI^(L z9mHnCzehWTp!mJeJowLLFEL1{`LMA^ko&__p-Uo%ElGz~I?k&#~&+i}_a3 zaho9eml?k89?42|U0k}h*Xv+Cy|&VaVGdxjo}?YTU6*Jdsd~+D^ms8tU3YBBNc)va^4@Q~IRB zcHdo4rSibo?$nFCDws0-LXT9q-#bu{nxcgc)J>9QnXm*E%1~H-=-OIeWIMWe8A_W5 z46k}eVln@hRb1-lcFZpA(y#F2N>zE@-JN9q1Ufbyb-q|}ucns&^T_vY1>+0r>qsFB z4W#L*AO-hG|4^yi1*mdExi?G7^)WnNQ*Glw$GA;zy%@*Xmz3AdkR976cjW0S*6~EQ zkTt!R=Yamx80OdlEH1(KK1{({U=Q{sF4q5=KzSf~Km^Zg>=(as-Cl>ri#cAvcyBSo zv~yGq#03!Rcl2NRhZl4@)S!0kvfA5; zP|M{?tfTapdD_1nf$56ZmLNTY{wi^i{XXFf3*~YOo91oSK%tPF`#E@$k5SPG9Fkjz zXY~yhJEdH&Pqi|vG;UfXDj9zFVYIAWxoGGJ`n9o?g!>G|T-3`=GQS1on;%@71x#jZ zZBNC)Lb`SidA)fMX&vqwVA!YcshVOEx*nx2sKsVkF+W*vb5WwX!1SIx9g~57jG4(& zB+AuTLjW$Zfq~kNzrizs%w-H8FoL5Jp#`^rLoonv<Nj6cAm@7~FgKBUT52}s~wH|okRVMrIadhdwI)|*D&Mw^ULj4NO8pJ|&8v_sT6t{rS#u0=$@Tijg zghn6Z7F{FL%623?#|y;t5m{6P}3f&1^t*|0_@IgOC;jor6^uFAOF-KTPKum)TlY=Bf`< zsw8}&!DV;Nb)%u>Gl<+FL{#oV4-=*!Sn0`LNQrzn&5yH;i)!AaSkJoJiI#2&5DX^` zte^GHsU?93HE_<-GZs(auny@l3?^vMgxM8v6gEt7s1K(y$ql1<$&z$**$~Bw&Yz=H zL-|#T{BOqESnBAgKV~#2b5fHrf?r(dSY`B&WkOvqmT-zG?`S0lom{b25lXwB={M9) z0}_L|EE92>ukgUM-VWgCf1Z;*V@*ZIVRfDU;a}hV8lHnj2iU7qjAQ?!}^`}ezgXhr|?Ei&jJUkoR zi}`Efjpv%LBS^&949Xot*6fLl-z5P&3CZE{fxIkiF0W+yR_&9~_Y&vBW+SaZoUQ{a zI^gK?hz2)4Lf~bC6^u$rD>dj&4=?2UPAUfJX`8GTSyVH2{8jY7_7Ol{#JaV)y673}zXQK)x z$2fRi*yg$kr>k%lrU`3J;i;O(YbXKt>

    WW+>M*E^w4b9EI?E~i+!fIGI7+4dR>|wkNd}(hh|`$C zV&Z9;h=ro7Mn)R$+kmqUYz_2UC3*bpr5-iNj5s;&`rmfnk~^LJlUb$^T9+r50(Kc9 z(6Aa>RfD4;5~Bes;WGjS@?@fH(?;32&QENER=eR=SW_N#3tr&?y&?FiSDb&Bf$Omld{Ht)>Q z!woe_9)}vV^RTkitWJLU+uu#|R>$|gs+`{U1EHplrlIt5ym|S_nh7iEJ60-V zl^c5X3e=;|RZKBj<)VVIlQuAJdux*D9W6iQN>%F%J&0FpWuf5Lit6o8pYO-xaI~kT z^PoZ1Qmz?)D(;I`H(RpYRRjbcueSK&EX4H?<{t#45x?)4$ca$eqMl+=HhJA&Cq(z# zuvrik^n_(Kye{;5imQyHn$qS4X0cAK_2wf(UQOXN`pc+C5AD#?S~H)=&lutEc3?Cl z##g!m(^valukl0Rk2t9UaUKH`XjNl+!%=}6x26F zW9V6+81WTAa#f`Ue1+@ZP8pxs^q`&OGT|2|B5C5dWznfe2`n8SeC^7-BnE-M5Om_G za4DoXXT5;ASt>f(?Gyko(BYNfT|4`2J^FW_J_S!hpuS`EN_Z8Al|I(Vx^RO-lm`a#u31x}1-VoU zEFNRAHu4-;sypj-`%r>qa7h+sh0hSqHZbQsHrd&QnUI~^sXwRD)`Orp zVK4PP4An{gN!H9r@{Q3wj)Q$8Ye|0Fh2B>Zb-jSGD?Ijhaa#%r6a+!XhJ%M$Ngcc=_7-{9C&ja;kkVVMMINKu_o;TPrtdS<1OkmnavFe zmRwZq=4~P_w8Ebq!Cnv?M$hiC8uB|+$gb?eQmz8(xa|z?$qXNfwY<=qV{R`Es=9<~ z;V`}o>60)Q>fcra@orV>MVT63eBXS2 zSgwbL{XZAq(K)|a>axG4{8UmDl-e2MAn2^>nPaU*o3u|E6Ch_HQ0|61m}OWo%HucX2R$t02RLfo?)sLB|& zUN1$xgK918%XSDq61AgU&+epb1ucICY)Yw{C-mE1ok9T1N99jbn<3dsU{D94(J-@ahR|yk3`p_z z-LxaAmFRMY9@409v4KCB{*<}nZQAyW_$4~A9h?EjXEsCtQ_$^RYU#GqqugQK(1duB zM6k}t@_T<2|J7|1g5zS=>m&OCd$cUF)UV6+vo;MEb(Q_$)c4PMUSNq?i zh)H8$Gn)_UFMfQ0l-Sw9zU`p`hEp)S-0M){NmaZJIKRi7i~E3fhc%89{N>HJ7HmSN zGL@Z7)idJo8z^Jo8IpLS_t6-f->3vz7kXd)EZjy|ssH86bJB`gwep({%OPFj<{CTG zP#;$!4IZm|?I?O@=+SDVF5c#MR#_^Qx;$Q1i10Hfdqr;080{tj+E-6Y4U>K)0y3jQ ziv%xpRkBbO%5rFl$>`fRe>v`GO(0U|W%j&Sc_cC$0LRCTS6eOA&4L+ii8Sy24DDL@ zy+cvftmroa!)@zKRZr{GDkNy~VRwRt85vWfIcY*%Q9;L|6Q^TEOUdxGexIn0!2jx$V36kh{?J6^$16@3uhWJW4G|F50oNmU7IQM9Q8jdwj>1YedNYJq z6c}*wnt(!wmbBJVQ1wdufX&;lQ;&n_-I``T)xq!^k_e;FUhS^p{Uqj>dS8{RE{i&F zq(tx7e%t8!Uo8 ztEA1kY=tleOXZ)^-SWY>ATO2Wk{Ydxglr_s;;8u7EKR*%wLO0$ToCAS+FBf?Z5jg{ z5=>|z)y2tB0;M13RNFH~cV*Cjz?5%x|B|6;Bv+8J@pQlP|N870yk~1*j#l2`E&2F4 zRAufD?D8jg0bh0}|50lVZs#-0w+sn7n7q4jbZD5C8vo+|AZ0Pg`mK_;2y5JkWzDLXJS3mvdl4+j z=L^e{z{+)OR*-QLNXy|>-s>I|yy3gFG!;Lu0!AfWnxHpxZ1&rHL)NClLSB z0>TEyQhL(a@HYUA&Ze*t?bm{SOOozAs@w~VqfBG9zB*%Uw2XZ?I~HnJtkv$@(_bCD3)hR43e}++<(v zA?C!?rM74IY^cPzla5_c{d4_wd*S-*3@<*kT(vPpd0=%(dxdldsgAg&6$o=`D}ivx zYQ3rS;Ggf9hz5mqPO)_9$(vZsAvh@Vmk6M#MZ&()KWqfWQ%~4|D^l-=B)4Zca@qt3 zwsF*K*+-orZkn0!#OU}04LtUVP{wh?PZv%>#Bei|csrJ151DFUpy%VOvjTm30rcS}cXA#tNeq~yYR*gVcLw=u|#zGd4s1gC;i&-cr zyC;pia4+gQW~l})J2Z#oHsYJ$^&Y@I!l7kWCc1*OnB*ET-U7oI`PIs#CV@S% zqmy%3BfksEhWB}z{AHYNJA0LV!@^J%6nzBDRd=y zvGVWz+^BR z#fqE(Hv^OvmbuOIx_4it;FR%T@fY_C6pVY^N{*kB`@?iaW8RHlwu}}Wl*A!*&h;8h z$FXZ3rsy-4uI@&g$6YY)Ntkqwd#o}vzcN+VG-dohjRH^_74e`%yMMl`sN$%S=4KDL zC0N%nD6z1xqxNouYFmU9?p%n@SXMi#35T9NC8f3Ytb$Rsh@fbw{|+zO=L=Vm8)Fk^ zUdlKSScU6yI*94!5zL$_c8N;3Myc3}^(dkHt(rg@r4wp{WNAP%qRqZhNvhtGoOvW* zPro~eZ&iqPGQRoY2`G~0zGq;j^0Bst>C_j(jx4n2dqWQ-^}>HB8! z7eS9-5xe1iobTy#njrxnP|wE7^bmsH6qS{LaOS2*!{n*w3M`+MkulQX0q)-nXeQLAo7LED<-`eB$o+7+m?p3Sg|FN zueCOFg<6^LF0$)ATQG}szy&2l4~ad}Cb9P6}Ng8%`Ef>`q8f64>_@Y7n81*2z1s1Ss<&9i>ilOGzOWSSutb z13uG%MgT)i0*NBG3>w|{W1XjH|J!`DVb&5Q1#K97L^*2?{h8q}?vbki@{eb1f(I#S zClW3~tRtaF9LoD#icu9^E_N|vi#PfvIeC_npS%R?WU7dn0WI1S?>?ZO6ojNrEWAwb z<81lr;R~@^GIKSICH-uDb#Sawy@)%0xZD~i{`P9ll5Aun1K!lPL1W9Hi=9B1=sLuF>GNd4>`lV!Z+U{4BAyIgjo1 zvr-=?R0C@VQup1pNB~Ml)(YgHQZ@Xv>(Tp1j?aharXPxb8N^L_uK2;gG3LW4G=+R; zt5_U4;6xsdhO#tG3GDNCs=)r4%m>#+&L$ zY9p~pTEjko{@+pW9KxB*^94-5q<0fNx3Rl#pOGR7&;QH5lGs|x%3dz7Of=N_@mfNi{X`Z=1@I3M4$8nMW`7vIF{i>a=8-4SS8H5%}?~`=^6?Vc`#4GmvP_-dre(( zJ94xqjz4&V^wg?TyMzW9AFAz=$*pf>nVL>)J}%FGiWjcBJenM_7R}X)QMN@?Hn5P} zy$H;us82?%2NyInuQ|@*w)`F?*<%yD1v6KCo3e+^7<(Q+UqR$) zVho4XylL)hC|VJ@oT#2zmH46Ys8}28BdB9PA3zJLI8e^K&)h$ELLnBAUB9#k?=8ni zBHnL};wZzW#-=8M=z*5SQ|hyjf^5BX3VR!JifJM*hoEA%S!oh2X`~; z4aTu6{5mIDOq&@T^<`J2;S?NY!?0*dqFc?!w15!5s1PbaW?kWe)d`bS9~scB#;;46Ghztb`$V>E~NBcasy(O$RwQ~o#@ zmF|oOa)n!i8OR$H83v@jVw5O`y-g`QK{xXE+*a*1J#?8clX_JIrfc580t~o8_eu7iWwF+4YN_SwQ=3=pYPtE@hQ&| zIN1ZBU-qhcbeiFQFx&S1%2jIWzYmlc+w`?lto(=6oOeHrFY~yFO9vg$3Bs@e#vy_E zPLO)Y4%O-$w9u%ZD|oU5l*72~wqWr~JQhbU<*UAS3Jh&UD-|7r*im;-YBIh%OSqG# z#(?USuYEuWG$J(SaCq>F71(yE;~&H8_S4WIr66MhL@W=wM>Z5fGKBRn&>2$jyycGC z#nKYu9$o4MwhOB5ZqfBvIzE=S%%rSZ@T5hEQekrhfoppKgz7RXbc+B&x=Whw?U^A^ zRv)8!&H$m*(R$ju`9Q`yTvD52#^NmYRq7&+I(rl2=y7!74MkKl)raQC<{W0}-HakF z)!xjxwZ`eGZ%XoGkK#W8%HqGm$ix2zDoI@b89MPm^FJOuUPv+z*5&}FsoBA9N!vm} zs&WxtnirJ)dS5AK_J|U6`u(%Mo7O5R0kMc2xPRW{yCh{fy*`BEQdMQwtwRy|7gkAro7BTYT;d(g#7D zrRiI42re`i!8}~m_KY@-$5+FaqYVYS6J zkxYL&cmwO^dN%Pm2nv<`oJgHltU?E)DxtnwFC_MWQuobbA08Hg`<>Djz8Dm{MdLD4 zbNwrWioPB`3pWwzkBD4{HR0*3=~j)THUsOF-?GkDkBy2b#iwEoSp|oo{apOH))~vo zwC0Nz1p|NMu*+#oPKYQ56+M|7{|-tKbia^=mG}`X&%ET(cI?C{cquC`Z~GwEgvzc= zCO{Tgdx|^)6vzd;q?@q(x!#$cyHWjQN+QLnu8gqs=x_Fs%uJ^}kHvt{IK6MzH1AZ- zHjhyt&O0ZGtZVo{eu}Cc4y1>PPvi}P(X5>Q@o_4YNYXr8pLI^0dDm+-Wl4vBP+iq# zWy}~KhusyIYnf5(59<1qoN1)eHsI}~{kdH+d~{(n#a}TT6f4=kn0&3`_6Y+KOq5H$ z{bD@*#tiRH_XD+-My>>+v z7FSPH%4o=AC51MXE=?!QJ%g?pTJ`4Eh<_9om%=xrm>mXg_PXy2ewn(Xn)q68=lm_U zxddsqshNS#ULlDPu?auq$M@ZA;~D!?g@n)$Hs=F0w$(UEE~Oj;PgF^LhJYQMd@zsKaZFW^-Lu=~-LuVhz=1a+)spRGl<^PFtZVzQ&zAlrl=~ZK*_t zlLI>1w_YUXI&HBHc{yjjk35t9c3nidIgl=Aju?zJK)`v!$48;HRbA6Mhu662*VXQYkX$ zQV9#nAHZA+t#UUKYNC`o^5K_s6^Kb8je}z*nRo1WY+&j$-;yCA0RDW#Nk=F1L&kR&X`8Rr&&vfUC<06dG$n!YhQ+c;dMQ99tvtNF8T&XyyP~5HkB^ zDDg}aMU)CC{Wcb|%v{@#8VgwF=I`4)g<9G;y?{A|hO8|F!zn>t6%QIy7s_#zg=_|| z^uLVnXA6WFNa(6L z`xB@!oj_X#QteVvL|bXwEH0;9pdr2o0_U3U@&Z&wLDE`A&0#BB1=S4@ZVFqx}O zgm$@Pd1xsK{zYz2zWN|NuPD=?PmvDBmsqHZKT~0a9UIx#eU{$`V@wIk@Om5@+>0tC z@E3V~<*3f0%y`C4 zSkPqytJ^QzDypYHXt(>#-Az*P)_U0LR=iARb+1FAxCEA(fQl-#sqs((g0iCHvO=N6$|>mt&4qC9?*Dlw_1fwT<2D9+m7v+Z?gV4U`KVGT>ei7QJY@?5~80Pe#O;}S=>?*ip;WCxUNgov%iJU)uZ zeNlGKNzcUaldY~01v(nlfRcq^uPXF`aPOTf&{M^`YafS3qZrba6eRtD+yov<`sS8F zM!IV~qg|>^+5+bJi+=>c*WGY0=3>{E$uI{0_3P%>UJ(0vUk;@J*MvDh!HU=&Id3Th zdYw3D&B9fsfL*Ke?_Qi)N}l+LAifp4hx}iCS zOI_-IO#KB01@zdLzzCXl8G>=j?VD;@rjS((?4p4=tU73We(o5;P=SNQ4e}{Nc8iVx zx>!C*v?FMAPz!Pk5i7%GNhC~Zs09Iy0qw%T;#DrpC16mT{b@2D4)S}kI(LH^03jnn z$pd%4eFpDK52&Lk)& zUWQAIhO20ZEGrSM`hhdyTa=$mHc3Ie*Zm93wsp94ndl%UDTLN4{M+V0Zz+647)Ijn zy=1Vtm8CZ@q+_ftE}NFmPm*v4K`9&x*;v2LH4~qVZrhS-X|rAR$q(3wt^D#r;lrW3 z&ij}uXrTelOLiSvNLI0ABDefGwxO+fB_vDK{La@5X1Vh1486g|)2|B3+{2)f#@0VF zNfLr)Vbp}?8k163L4jPQfCDjw&*uaIA?^XS^RO}@IC8;w= za?`KR`rE^fjSnbi7Tx_DyzEt&+}&*Nugtpe-F9hI$BavK+z zE5~Ysb&S)2Y4}Zi#oTQaT@kP#f_)kH?vxe$;iP-n&yuFs-H$S>yOR}$-4B4LN{u6r z4ho3fAwT)iY7oG8!?RfT+}7B3%89eiUba3DA(XMutD~szczQ=(#e^b`(t?u?JHW`~ z5i^P71o8%z*Y~oqa+qqn9HWtdwD!VJ&QLzGhMwueFO`{UgtngQfm$7MG53>OmAGZ#hm3rzx&gAC!iw6Cs<8#_Nea5{ zIKSao^4UU;hr(eerSBXO6FU@vZp(COrSJPX=)_!vp;+7j6=iV2;nVBxZJZW%9*M6$ z6mBB>s~Nh6_E=KL6$2`cQBRHP>CJ&l1ugBts>2K^kQ+1X%kcjIM?kp0WUrH}3lnnk z5zoFvhtQ?%FOoAzG@unnI?_zJEmYxd^*iL@x7y6(F|rZ%RhB9`MPq;OTpwvN_Ok2G|zaIryjp< z)CXYa{xyv|JKJraHHy7(Ez?!%Uxa)f*2Te8Mk`POza!NQOLo8|EJU%4I+8O~Tj%g& zgdc39q{>(g*8<>7TiRB0J^wSy4f2gB*rd%!4Me5g#GlIr($$ND^j z@!Ax?9`y_Nm+MR0L>AK88hE?D)NpLi!ccYDi-t6Yir}f*i4r$KEs6Jca(N>3(mfv} zZ%R_Eb3rpij0Rx=yht+~rMgmI_W2nXHOS`(3IW80>L%0JCRTTr{+IqH&u)jw()Q^) z541EMj`3mQdjH<(i0HBDPaxIs$WdT*;LLnBTL^4U6s6{InHFr_y9T2*V365;t|-UE zjOm01)Olu(fAXw%+p}*bFwinvU#e?O=UPPt49zaE6&yxrs)u%GxzD0Z8=e?(MXd4%)ip7av(H5awHm!xfN%#tr&7QNf>fNs*&vn&>QuFNLaE8#XATp23ElSz@por1$sryLJ^Vb9m&Gi>{@)u32Fd-cubZQwL348K4D) zxkaafn7{byTEYeCW8thm+<>5P?kt$1v`bjr$~CUK{D$m1h{N>P1FjH!L|V)h@xVF<@z*?cv|-w?AT?k=Z3&!d|wq;CMmyTd=$l;y}+wQ=f<|<&AoyO=@XV2D#cfEh;cN40{8;Bi+s4tx3mZA z4@lCYm6(G~`^>~SnR>bHUUr!rze3sr7JZjbf!1}`@y84hc6X69U-05x&?zp5ytnjd z4!H?MmPXY7YmbCGc_6G@)`27Ph;hPyzu*CitJSWT;W6W+#rY`EYZfCSCM2Tb%>`cz zsakNq&khV8<rFd96-Wb~ZhPoEs03Fw*f}$i;?*kcS-QY$iiD zNsOG#4^{7zW%nF!&@UOiKexOTISay!V{NQymaKQ(VM_Myxjl|2C$CP*f6ghir(~$SOq}Wh+ojxj4w@ zIYdwRe9}!rRoMj}R27DC$e7of!978WK=sV|^j*vP-i9Y8JMU2;GY!kb>9qqb>W$>RxqiIT2i<2+KyBS06Alr%3Fu;?*#$PcdE@gA^-UJ}q0rbuI;xpt0^P-p!I!_>hLNtZrLN`do) z!6G&Jo+XjS{MyehS&z#(`FK-Cfzf<_rPM_;mZ}}z5a(ri*O`;JMvPUh#;Mq{m5S7T zTCcHbWK)rwA38E^^s7o(>C(HuERWrL<2m1i6nxvZ?8{U_$Dg*OwC|IvD64t;infXZ0 zKS8svI=oU9)NFt4(bxwxAhhPg0NQtMT2f>=-udREB<)@F`MhYgMXCmy_PydMfu`#P z^M6U!kq3h>IMYUzlUw??b(H8uD+BxgN?#>v7HNr9L?lj1tdMk4K z60gBc-z@XP7+}rYY-$_@lIG~<(5*06#bd$kGaEZkj`=}O)5_qg?GCHN+!avD7H3Dj zfVYzVByYwwZi^M#(Xv)e**>xXrj4c7oey=x{AqgZ)B4^2g$~xNKp-Ce!Agz(LnN5J& zd%tqhYeaFR)7Ru3#5k0P;m{9QDpDG@#Lc;yh=Y@=)B!y6nPQn^PiS9e{;kI>*vO># zkFRj6o%hOc)-+*{nDJ7>73(mEoD@Z!gIq1-dD$;$-!ucN(qqTbUxBwIfFZ`eV=^zN zAjC%fJ0Acb43={AvrF9WEs&NZ_S)AV^JQP$+k{N0-78f0DV)Yb0#yyi-h2HIX(f5# zSk|U#dx{(IXp1PrbNVj7u~+61nhF5A&HjL?M&0-Ep*|X>6h#82blh$(qYelpS+m@g zikIGZebpoz-1Jxjb#B*00t4y}im!b~x{GFpZ}HmxnmG*HaM~zbZ6Gq=Vs{*auMQdz zz{FX2w_4d^ZnaXuX~|P&;(gISQz)LAbO8IVsr5lTgUd1O6v%C(o_`~UYS=`~*YykB z37cwMJTPDT!ZDQ-P{}Wn>IBxvw>VE}kw?z`X~wzw zQBSR%>YiVYw?W{Q&e4l?kML)rm5U27oSmzIjYh&?w86Iy>zeP}+LZAXkp*SA#X~?z zt6dahR6MK-=0w_6azo~5p!h>NbO;{0E(wO%+qa9!caLL3j*}85x+Y6aIPZf;m$u*6 zhF(!|3NKk6dbkT_-8HV@_Xy%q1}H)eZqfSXMI7~ZX;Cp0V|-YmkGhixJGYiyqq3N{ z*052gBH!*H+Ts80%caxxFF_w@(evKN_@MSwr)8`~BVOY(wI^EN7Le7lnD>K%w)u#t zhyI|V7t;ueFnr~rJWZ&AAY_;+P!MMwiJhvVkX_)QuvPDysRlktzBQ=NuV{K2=&<>4 zd`8{d6lNF>$6U-XHIb!~0x`$2v2z)Wwv*ghN67zQxJv%6Z+I=XM;b2vghtF*(;p@jCTXe@TgId-){P1S@Cq&9){TRl4!= zD*JHzgMXkOrPM*7k7yYnW=VLb___c&^rnx=#h-|8ujEAuiN;S!Y@D)?fe4n_e>3Qk zN(v#eP01`~$6j1LPDsSE#SCkQpW_!i8+yW2PB;C4K_CFt0U%)t?@g2C*Syjxc2B(J~?<( zHnHwf&gDW=s?&FT$garZUSEm)+=*l5fY(u^Qv=-{_iB3+>XN$1B?SRo1XB5GZTNYP zY*RD``NQcEsKJ^Kv1v?YLVA2P@W|yHic(!cC|7a_|CxjsxEk$8K?LtI*}guA29xlf zI-@hA5teJb+m?kfBz`BPh0>#@FUsU*Fcqu|*6q50!Qh)MV2XXD-n*W!(c%bj?gKu^nmM z1v9w4Q7pu&FJk~N9aUT{{604Ihuk?swE-9c-2~rFJxHt^-lPriEYn6LDnQK;mulI^ z?M79Zr8=@L{Jv0#TsZ(*A)w-HGaqplq?ws{9Jj|g^gQ=8hM-HiLZ!5p)mtkt>wibG z&j5~p({DdR(EkcLTd{;S8ysN1Gc1IYISeR;6nX(6NXc~f6{m0jl>(!iOHVnE)dbl} z#yQ}F>8M#4AgaepDnmFhF~8a0OAU3TeZxr+#Ru-O!sQzQGTNzsbc+SV*v}+a%nSQ9 zCw@dYp~b0>RjLGHfEFA2fa3)9NQ+v&Ck;EQeT8X7W^TT~SkrbboUEe#HLor9BPx}NS`pvu?wKkr&$VLqj5C&c7w5NI?SMHhx zo$QGP7Z=N8;P!=uZjQ2on55&J#KwY_2!8nCcqE8DwbQo8I&k_L|u1 z+F^nM50FpvwCgqhfLt80gNvY9Zviqq3c7>bZ6yaKonIEq5HK)95B2l&#;!_{90o*l zCx?;Ay+9ZjtMgJEV79c}f!;ixTC#>9qAF-t^SWC7m$n(cn&?RJRZIxDO@s2+B+QNpk7sK2ps-W5KWFqrIW zimVp{+O{lEMmQ+G;f(qcg4Ud+W@zkV#_z;>=Oy^uMR#_CRBvA$j|#bqhcz^!4{p_r ziCVa1hMUwO?{miQY!SJeUu&ignXbr=pFJ-HreZ^VWf77y*s%!nvraqFOybns z1B}vpRQ5Nt9Afe#lW;WNb+f^b)g3pSJ0%{CpA_{ z)6jtuB=J(Ry>ZF7F?x z3<{E@^EePaGj2B&^K($ZZ~YAIlwI#<(0qBHzTk18IdwG2@X!XLra3{G^&uwDD46fwzR4g7NZ-9|Uu@xh zz8nw4;#}h-70UxUA4?mNFvyokPNX0!RY;mTllj+`<}WPzvMq{|8KKkR?mok!FV|B# zP4V=~t|C|P2|HeVL>}gI){V4=wI%fbTcAC7f#?W0R3Kzj-3gt>V~i){YG!-2Z(sg( zQi;eE`RIBf8C*JX$yjsReK3v?F+tLyj?jtL3Hzy5;QIer6jtwj}onJx3tyQ7R+$;Y~e& zNqZ5qMWd>D&b*3@dHiVt=D=548KW*Op<^lG6zGHzV7`zN+lgVmnk!dOsTI&ad9qP5 z;)5x=1`Q#1CU>6Kdf&g#7b_aXg zg^$>O)*DckW-rQrRe&j?4RhMdz*1#aRLs6&v}!{d6f#ijr?cip@IV$&&S| zWv^Ya?m-&uDM1+Tsw&dP-@0RPQW6ZowY_%`-=L{Wmu=sny1+i}mJbf>bf;VmsIMEu z2L2hG^mzU>4<+tnj@P*7m70tnocQKqwD^;Qy4UQ5AZTGo3b$lfgVCOfcls>I9mQj}cP7GM6;FSkfR*Y#YW{ymH&4+_cFh*=b~=;= z`K)qnfuh~VK-xv;DHT;2vA#e!$1G3>kxm&QnE_xw+@o2z;v5k+QLqU?_4cq7WEI0MwFE7F+ zC{}I#nTJhHfqZ*|eWe4+?AUhO@#mthtCqoqL2V=5I>FcAti3vA@bkn1u5HnU&Q}p3 z4}6kRc&ShSf8)$geoZChbs0)c~7Kjiv(=zr^jeG1-6s{l{`%~Ik ztv*$YudgYadYM+s00v2F((XAML&ySZgE|H2Q6(icmHCR0nm-!X2uU#6bx$JqSm$sZ ztjIOs7@|P%R30bk`28VQqow;h&)o$~V{PjMQziQQkuyo3!qA$1^npIi8&sX-*p{!f zZ2=e7=qVZaB`Gt+XF`)G*Zl-c9j52W&!bdM@ z2zBy@<|oe-fU%my%Fu*&<3JaqSc6ZvbbFYuRsi~h>u%1ikgz-r$DYeD9D{T6#ni?D zfryJ;mw!-$Lzz|xll2@s!zF8=q%`d>Y|=Gyr=xjk#_O3dJj}FwI7^lclDyzt;gSGrr*(Jq$1)dkEKf zl0boDOmnTwd+G!+x78CPg&O$g5T7xY-YTg>-2cm5O`g5r9XWn6m|!rl@ziU`xaGwH zZ^wQ~L#tKaYUGLSpW+96p*D3Xxpz0(37a^?7~Q*{Qs_na`eUlG@~>;IhS&dm48^o($#GO_t%{MAmq)TR zP`FqYpB`g#+fJ1%N#=CxGY~<-#w@%rYb27b&7KmY(X;J zR@v-+%RCAT!zagwy{UT_f4ju z@Uhev3&mawuMlE~wxXC4+h*%X0v;)FV9y&4f@(<(JNz0)7@{;%OZfB=_YT!;tS;id zUT@azDvufnL+;AR-$Yy1P;)zbplZ1;akt}(&h8bFtP~X=kR-~~e~D%>vqL^w^ zRT}>8>4f+w){m)o)R%Cd*c&8ka)N*T#`>3~y?kx3dayp~QELM3*9|& zGf-y10|k4f#@D1cNYC(zjWh=pgYKEY3ay8tKZ)fTn{0#Cy-xXJw2!y*9TsQ{3rPJc#>JxXaV7QRBv)G^R^pD?@CI8$ZTozODTy zeO7!Z?_vYUT%kU^bB!qRm!;pNhCrR=;4)7LUl$met@_PK56}WkWwGCk31t)wK2^_Z z@^qF>>+MVssb~~C=#->h`k+sQGry2#H2!>!1Q}S|%@14s3y-5L8_#w~cF4DW`AATX z&jwy7BK3&JDHPKHBFJG%<`|>2)6gOh>yLTkt%zoA;0J;@u=EM3(MsP54ry> z$P)wCv6)I0Koxr$^uK#@Vv-_9TLb3;h}llayJybVA?gUG9L&>{q!kk(ex!^rgwQ)R zqlffR1W!aS@w_KuxdNjsfy8`EIRnEXvBJ$R3EiV>JJ?K=Ylk;U|I#l7IuGTc!q(Wc zn!|439+GxA27OR)Ex;Hi)xMWV!rBn@IAK|P**`2z*-f}lo+%lSVn518eX>%R_^ASM zTN3LT$^Zh4D_4rhVw^`oicqgNv2Uebj*txb^mX@L{l2|-fBU)6Ze=h+POP7^vb4sC zD2}w0th-NxYUt_nt7a3n(an#`UX@M>+G*avN@CF59mNIp6sPxHs3}jOOEEu->i8k6 zFyee*wCBze#4Sn;ZuWCJG!oWBO-R(?KPQP!+Y6XrB4|QA`1WieO|#4Koy2=tu-|y# z2w`ffwTAC)PGk1QzqbVS`x#Z}0L>x#5F6t!I!i0PUjNtKg*lX!eI#kzj{tjDqpTd4 z_vfL>jI5waRBpbmxaEM|?EQcEeVqi4Hju-XUez6NBtfh8Stz&gPa_2IyMWPbXvvj3 zA8H+4d;USzY|~ubcpVZ?wrZk20rMM2Lk}d_F|?NnZ%-t)f@s7`@BJ15!Wcgxu*^Xp zukJbEQS_oG-Mn<~8Y*RoH%?talRewtt_6q1YS+z)H*`@ael@U?&o!^8`_xF5znRnu z?*7#|2B%&>2rX}bH%>L7F}esHAg?!PiXKvc*LRpcAhi4EwQG(mMOB2S`h(`<~@n+`SgtrlLZ{#^F1ImHg)AkLSl%R)fJer61g7f z?OHWE@^4RkU?8)}AC0GpnB;_JvMGTe%MyHH%UpW?9&yno4is|Yqo&B^SUX)DzRbo} zKFR+asF1!S-=Wj(klrTQpB2F-m+zkP(#T;Ro+R&@ceAd~bdDu}FvTu@a8LCQU8LjP zXxMt{#A;TgG4Kv6m(k5{Iq@EYT66Wl1L%qVGZMLx-HM_2MbGR>CR2y+NY6a<-gBif zk{^OwTY}B_Kgy-JXFf*)gC-ep&E5=2tnJkrPTwc`>Yusy@*Ew>GuAC8*aZzJ@-i!) zdYYMe3zIS^wJ-euSb_Hd`t;FL4ZXS09tFUXw02laVy}K=>}jXUqIgYZufv>NUz>5Zf$B8k0e82i9m@7S z$;7(hQ<_AwcX#$iEoyilWX7xEIQHn%IMaDLA)R}?^SnNeOzy(8u(arx|EBT6tAE|V zEI`mSSZ2(A?b1s#65>anX=bh3#M{>|XkEiUWuftuPWMTyHRNe9OVtxc(|hHid&Rh0 zQD1TZl|QTOZiXabg2ed>%AsDcV zDc*m-yi$fsoRTuB9qa0Iquq*I$6=cg>shY@Z)9&uH8XDzI-Q8nsO854ZC!_Trmrn^ z{llGff(cCr_3`S@eq)yq|v($ACgwi%e&sc6DuP&@XkEUczLz?sHb1sbu#B8AX z8<(p(0=6(cnpAk$b8{}ptSC0aTFm2ea~TMzCu!@Cu*Dsx%)js|v&`?y-fP3tuWzn9 zrdD5+XQvGAtU48!+Dt6_CN3FvZYrIh9;Ym5zpSMpM;87EoC@v(ze?IBZgu&}%^g-V z^`?qnw}10j&WJ}IIB4p*8kz4Uwq%K3SBMqLmbl6k(fVq-8{QTomjNkB&vc#MFjbttF*!`2vUB$@?Q&Lkj-v-6oM{$}7<&DD+?J<{SD zA1U_S2aU*p5-stTojCx?0u3tglry!9vt`h7in(ynAe|R8X>|X1?$`3}0z>~6;Yggj z#dKPIu3&SBgUTBaf>NEbLopzM`gBtz%Xt9M!o$V}__`L{*3{@n*H2HPX0z&e;n5-( zb%AogPve;_fJ?=Fn}U!b!ewl!9WqGwtiPq3adU`O+Mqs{)+~>}8385Jxy*N6at9}E-h&uJzdOv8YsS5ZQ}Y)PLU1{c#ge`N!xgqB zf15g?>C$@OBTrjHnli727!xQXAIMfB-0@ih8m2t`S>*6MVG%-)}xSML=GB#GO%q(JnQ=3%; zG+{WMYm*M%72k?5cd&>K&3`uB_WsRYv=2e^opLv%O5>gpuS3F53b-@fqYL}QS87AC{b+1r3!YqCv)Nj)(S$ceA7<@I};%YpNxIVB*79E(oe`8e} zD~zFMhdfKsNz*z4M9IJJotWj7HSu84Nsr*u3E$k;UqGxG+3mu6?q0?DF1sq9!Z0{bQzWW8y?>j(&{|QE0)F200f|U^rBzK2)He(|rGEe2bLJWr zQM$!sqHfF9WB}5PXjDN4PZKexD(E~6PH}Y%(_EYyyE*!uUx(oU=^{}%xA#GU=moBT zu9=Dh%HtHaoxqv?P$rTFUmeVdo$UrhX;aPt*Bev7hGpT_E93ti8adHR%;-&;|7o6` z+y+`g02Yb{H4JJcQ5`T;JIHRzSI$vlpgf{sE)OkS59gC%bH=EJgp?eL3cgt+Oa_AV z_!oi%{ij^0dZGBA+H6A7>Xe=k3ehq589@GPqBz!QHP zxOuc^zhRpl&3+`;Na2p5{_$RUQM9*xheJ&WX_C2}nrSI{Rvt-E2PyfX;tFlGF!9}uOeg<5Zq}@378R&nq&`4~n>@#eKlIZ0u;DOfKc1xdYw&!Rm zo-f^+YeP#6&?tgO93AoG>Pf<<oB7UxO8mLOl>0PcDp^ynd zymGy8^?5bd1=ubl^d44V{V&ijtTxqwL$~gBrbRI0k8EbIbHM`?a^LRjSw?0JWbr1{ z#UPsTZJczjA&BassI)ODzxmN%K;-l?tGV`D%nGCet3m@ zPIO;f5a!q#-LuXHpFykU#dDmG6ZG&<&wz*Rn03cSfB;us1L2UZtOc zXSv)|E}?#n0LuJB+*cezBt7uK9O_elv-mEl)x4b&Dzb$B>RXlNsdNr2BUF0 zW90`D{9v2Dvow3}XJ8o46y$BoObMBkRU75y&}qk9+Ii#3`~*u2yjX;gAg*1}$T6$d zbkH>>g`En`MbMcQeg7FT4u-ijI)^aCEXMB;Q=m$6CD`(P|7zIo&k(AY2Wes=>p6?8 zx*wIlbv*gM;!!Rgh1vhRzH0V;J0GdhM6g96JEis#;Rj|JQzc$4*jOrt zt*U3*z1@biNJ=I`Ul1`DQ(#y`dDl+=4urM{FMp6B$bZDl$!yUQ{S{Y{?>GMvGu}ZJ z$8AFM`c`{^K2;XnWY+&5VBywwvPMM*x`2wz2L}Gc5MLW3B1|ZWF*irL7lJVoS0raA zQYs5by34zL60-L%uB=B&O1K`(M+>gu$d_M|zl7q%=9W4t)AyDs`wmR4BERK7OVHQ6 zwDJ_q1ICGv1M73HdqZ=?p(}YM6(Kc+mxKuB=kC~s1>?rZ1KC$%k4qWX$w&yaEbz!T z*sGKD5>!40KBND-a30@~F4sAmN9(V`jnQh5<3I{D*Nmko5S+9{ zwVhQ1#pd>zZP08Az6FqvIG=Xl_wC1B0-IO5pQ3mGwPI!j4u(!s7) zN#>)^DKg*t>U0u5K4*F3IQmsl$+)2=(L^Hn_NpObKq_0Te@_>ACz=$&#uqak?UcA} zNc`QE&Ii{BT-cT=3CFKzoKI9E@+n`Kiv^YFjX=OzZA9@lXaz!u^+D^ZH!vSwQo;H&XHZIrk)B6?8@YRVQ|?Y}WC`1GicI zjl6iVS8{32opvMF;s`(iAYQhg0EwygaAO-ea9QInh1W2KHfkd9`;sVgXW(f;e%2S_3PKV~P;o-$H{ z-##YFzK`fXn=oHv+9eBK>7(Uw`I0Wo7ZR9qHBlj&SuDk2my@s`YAQ&eMvw-% znPRxf9~1Ff7w~AMWik3zMtej|H9^{fcM(SIiOC)^g`!!p62AESB>byf(%&e7b?_*%fur<(O%wj6bGZP&_`xw6E z5Wmyq7)$>cygH}9#PT38&q*$mEKk!PCAmNhXH+=*W&*!y!(dg3iscL?r!Q#x)Hbf< zv`O&y3@;{?4qJYW|7ofD+AcKxsx7e(?W>na!1$+kOsAtg=niXojd3uB&RXiMXio8NpDYMW)VHNf>Kf}u*EQXodmwZ+Q{b5rE_?S zyuBpA0sB*@^s~@~`wQGg9 z3(3qbO>47!>8vnGN=tc#nFV^N9sXFVP?+&t4tq^i+(Vy#v z+}NMNf3#j$QLVm9Ma&+gDB;wH1?fuEDBqrhmp~+X6RTf(fc$5myfscAUf7Mri^QnT z?;bISuMGG8`~k&Xx5soG63bCQ{DMb0y&%R5@POI}mdbE6B`*M!h9m*UM&`Z;tA{>J z{7|)jw1mt2B)xM@R^+e(qyN1Q>zQJ1%$FhBcwt3BW$j-@66ix%Zt7A0NU@v{#S8Mc zU5l`#NB*Rw37`d6b&NqPmn_cb!tWD#nhT}R+hca-IflfrosrX83yd51$N#pcyH^`b zi~Drl3BachEa)C2vn5UP-y->BzoeMw{t(EQj$Wj~C7xu6!Z^5B)J|h$R+i|3WI=tD z0c>>jpRbz`QDnEwipo%#NSBcH*?}*uD)Hbje5nW#%Ps0@z`J0b#o_bCpJd+Yn9Kj- z-mu>X22qEngxpf2V-Xu)iCCX6(A$el>wi2nTM7}i@OIw+y1>}It}<=u(znR1a*Z~1 z%X)jNQ9J2oEZfA!A5r(^p)MwH z;*!D~jMLbasqKCfGul)3lQSs&=0XHP8y|M@?orWvO6FU$yaYFsnB(48mFBmx#SA|+ zP3V%vU-#KlwXIEl6>tlHCGWc`@)`VlIN=+>KrC%?BZl|kT&Z*{Y*IBAsbnx#xQa@W z+}&E@%w6)rj}vKP&oTV8S>DTJ%Wi)V+vY^b957~(T=-M3V)*9wFTa2`@z)aC|8ljG zd$2XhvG3!2-`Kj@0bWvv%#5+8^xC2m)9z-Wer`dU7T!VEQvRY9Y_TX_cOnd$(I&^CAn7#^FMsDe9OtSRt^N3Cg@pWQ9%1~>=G z`Y-la*$Hr+H!go85(>dosrQsIPq4ey`4PN~J}K0wE7zm+^$L77noOq7MWgV0NQW+i z$*mZp7ug7J;PO?c+?DroX{xNrf*3RE+^U-RaZOWrZt!NwcskbOHFv{^n$y;C1QDpC zPhUi8Nbyw*oQ;td=%~?2P;;;xw_F;JOhy$XT<~y$53(=bwT;taAkz;TX-?BO7s4Jb zUV{Eed;lZqK1A3e&ccRlp*wVq!%c&Cg_Q2wt<7Wk;g93s&CV;KINe$m2kox__p6I{ zI!%jy2aRYy=1H%F7tDG{LQEdYMK($&e5)7?1pM#2B{u~)F_v*g>Q?*!F)Gt#WoyAe zQF>q0+bjLZ5IJoTbCl*VqoXM&Aqr62t&-uO=x(^=WUq zL2WWJ%t_gLegEYBi<3&4$MEtd|66~xn34=l3?<0fWs%~1%?ySU2z=)PRg1}O!*MF~ zD}xg|{-e&Jb7!zP(zZdFq`8E0XvQ7a88^~cn5$0GAJiWA2v?~SL(@*5NJv#GCW$go z^W4P4b{D+79p325*O^4oX>>Jl(5jjQyW}sYsN9Bnj!WUtloQnA!_%qj!e32wnW2-) z&h|<>Ui1sR-)`#Daj2N6A*W=)Kjn^mS%xq|n(p5V1VONjpXy___S|`*E`g-PP-eKo z#-w5|GqG(&4i=tUn@w~yzd4;dvVJe`nn;S z*t=?H1OWbttb~Wb5}ADBz9Rt5yQ9!Kb>u5m;GH3Q=7T|w2@jaF!$+m5PDWTz%R7i| z)LRL(5?ejW6R2Q?+OZS<1&XexxjJ5ei*uv)(9orE6r(cO9;j~)!uZBmZ=CJJZM+vz zRu7{VaFkr4ziLqbevA8*nvPTZP=A6aU%qIf9KKo{!1cl>;Ez5J!K=vX5Cwk+yuzeg=ynHXKMd#upP;kgzIS8vD=)}=nrcwf;E>V z4*4kBd_NV@axF3Cqpiq?{`J6C{v@XC)V?K!ANq9-04V|x&xz@nFLW`ymj1Y0jXqgc zC-O5ZQpF1(U?s%OTMD@b+d0kg6xYQsJc6FgI?|Xp?9jq3%ONoy-j;lDGGbh#8Oc~M z&I4in7nUo##zoD>&8^V`H?(6wGXseVWLw87MXaZs5nY0xpyk@{#jYR;?y^hsI~0|k zU4YIhr1Ywys8)d}G{h8O;t6ZEumB;QGc_FiNWvkqEd)HW8g?BUz;QWANjEk>z)4;c zT6X=n2J#ZsAoxi$959wLar6;aEZOFrez0=lXDqskMpfK@2OIxJVf_YVWFMC<6$mMo zww=IkY>VNw$nR*~Wbza%oEyw{=XQc>U?tf_Y{+6aVpjEDuOO#iq zHI;bZf>0&})ektn+fMI2g*@VA<`90?;X}a$Mm7+Mh+5i$vB1)8$j=5a1d~+}Pdy*) zoQ*|=qtK6G*XlpzyP5%)m%pu+ zV)($75y^v=eKOnulA^)Ak}+Qk<-fZ&DnyqMMT<<+D`f2^1S ze;E~uj%(5ps(lzv3q;64wZ}~kLj&e?60r!Pb3cANQF#J7Z2mt)DIN14eL;!9>E*n1 z&kgma)QC}*XJ__CZTA%^0Vx^?MS=kb7J|F2X6DbcJ}HRzno?vVi)hjTx&Al!Z{RV4 z39U?3VK^rli?Y^R;Ln$`D~OV2Nz=0d&zG@7H#%P>d8eaB!yzC6ICBgXg5$?FMY?Xa zE2E=5tk6{k2HA(FWGWY{hp0c{(S@J6Ne<)oKjg`;FJOXhuk!j$I3Rvv8MM1Lp$qG}FJ%uj%+b&Zg3VSBDe39TVo>jT9l zzKQYyx1yzF;CJ8&eu7)xwB+w>Q}SyOOy*E{=V%0!4sc(XY!UO3sNx{N`bMg}lGk83!4D77#B09b+d0M--81x0&yk;HCj zUO4VHV-GBhAS^$kofxzCw$gz~;J@%uT1H!_CN1G<06FkU871ums`AY%4*WjzwsSta{VA(d8~KPa zF)XwG?{X}v*3)n7y73(($6)t!trd`EyL;nV}1DJMNpPWZy(7g5y1R(!pES%lC#Q!HjX4x2_CAxUtjW1$ z@Q+*iDnRe$l}RVkI(Y8>pq-Ecy%)Pcws&wtwg1+YVFIN&X5-0Ni?>ZydrUxk$U8f+ z^X#$SQgP%{qEOe0fp-iQcU*dhhwc7Q=o|!e%P7_pn}lS3dlCgPDip zzS%wVcRnA0zer3q#oHP7NZv9S*Q?K^t8c8{%tu-5k**q}jcY(6aBp|y!N>O=}pu)d>7*sJuEO^dS8t-83M8Xff0lAwAX zKcD&4v)HZ)8-QKqjey~r#O*L#?x%cK`99Bbivg@TS!#i*`j%RJ=3WvW6Vcr$@L2-P zScm|toYoIm`GTl&GC=7jpQ7NiYGuFFYxUHX zy%rQBnkSF$V$x(%+SEXvoa2ScadJYfbPq~04X;I$%NeAKS7&C#r-Y_oSk7iSIg-rC zp&(^R!^UpQR{R4{xKJ${klUSYm#{DD&Av-Mp=}W8HaTqJmbFxH!`?lZKJwlU#Cm%W z1Jq<@Qxy=Ve7N!NIZQLGjYU_jA3S~CSXH9>754kh+Jnv}ttWee8Z_4rAso}&d?&;6 zc)O5@>ii&!27InLYI6MmK|sF0+~B}?0I*(w$;QCEbrno%${Lnv2bq0Nl1flut->Il zbidedBD>dR(*CWaw<9jt@_`7s#rZ_+t5=ovFNIpt1CgE?>w9UGu03C)+T!4eO-n8Doh4coz%WyMVJIsalf~+HHM=STF zI9`o98R4&E{=f&Lc`IkGP5>?_VO!xE195A)d&>z?FnrhGe1AQ5lkLyU!$G+3?Q#BV z$Z=oeMQLY!3bG8aYY3}`MsjATnGjl=Pq6!4B76vQ?@9l8W8F3Ayw>aC!kcgNswAnF zU_e#*Jmw(Gx61(^d$|15x!rY=$t#4)Jw=qNTBIve-gV0itT(K4M1!#XE_fHU4XUai z?U)$NyC&GeI09~v!doJa%p9L5+TN7=$QK_u4790#S^-EXSLQC$l2N7GV`#AWO@kGNC3e6wV$$ z5@fA}C`AM|oHl+Mn*Fd5&JXaTxi)ON*s$PB%XLxPMm8EM=|h zbm6nRjv=dz_7dY4vk>JxF<@Dky^IN=+TBBE1p9K!1=tVRyGyS+`!rrY|B6hLY59uM z!0&mr-0ml#%L0ekzp5J}5AD08IhIvulNtBNrw_S*ygEhmf2+7Ntc#mSgq2qlCeepb~2&n!s+UO8hzCB7S&X0{#4E8h4xa+c41BfsKiQ7VM&;bEU^$RHsZ zcbd2zn40d^9`QyMD>x*e1M$f^6vns$IW#-O@$B)Pu&dUgf>SX&2?f9GLXB(`{@5sQPwZWEQLoow%IoVV zBYJNI8ZIB0Nk|oA;N?W)x2Z|Y-rgcYl|?{1oXt?+`=$M#oc{x`P=Y-tdaH-ZVFjkL z3KR1T!kM)&zxu(YYuO2f@K65ymEY-FIn$CY9cW9Q8yV=|k+nnHk$S@W5@XvN9D!uM zkYHLMT;*cA7=~U%%TivTaN+a^bR`j%fjt)p4k?>$26SsqwawnIvTWl|{=-ba#v(Q#rA8nYwSzaJA{! zl=2LDZAD!rq5jb2$075ujiNvIII3`epJVtgID4Fztm6$kIZY$pbh|$lZRU~|@};o{ zYs^;+eGqiHS@e4%^x~K@OP$iHN%g*+Gt!;uUO@oK-rj>Y(qOZ2B3crzcf$TjTzK=E1BQ^xI8uBUC)K~t%VZC5qTob z^TuYZusr@07Of(L_NdJMO1tzn^GND`3sv6(QBo`)L$OdDN#3;hlrjIQdeEoTC82>K zvZsgY&>@v-N#Qk#bT_PU8j=Q({-D-3BmLd6Z@R@50(_xzUg8?0Y6Jp-GSviRc^U1Q z3j?Wocr~`@(1vdG=w`F4B2?*((~)&EvIqJh-0>xU=OMDx5zFAT)-^h+A%b-im-|EM zFG$7~&o|j}7PY;!8Uo#M;DLJ2q=4WevyGpNMw}L)RvihQ{tYO8OALczhIbxhZqU6Z z^Yxk8YHuzq7wD;e9_EU)iTT>KL;(knG8m#dyrus+Q3O@+>>O(UB70QoxYy&_P){4Z z1$laM)6{|~kIK~kYm$}rLLTelQ&lSp{_&KXCyS_CUHrl#n~ZYIw_9t5{l$o<=^|`4 z81p@Sq?E@VTjw<^P)twS)V!GC+Ar zz^+O`rFdR1S5-L^BnVu_wd~)Fn)cvEik-GY#@PC-fc}D8Ym_3{6OnPj`;DGI2HE8e!q)b3P<oe(;K`9Kr2=9i|ag#l-o{6cH)f$7sE&?9t94tb0!Kq0KXRWgh-jUdb} z$pEi~JCqC!y)%8^Eb}OyA02q8JF$N36>6iH4g#; zOY*A{a)v4dFIz+1=4gFBF8PzVJ`UVmQH;^aKY!Skn;4qQVJes{fvO3KX|KovXG7{)n{Mtv z1B&R#E;GqAMWU{F z3B>*rCLAc7xsxku#O@pg{eTxQmC-DJJ$)r3pI`s>3O|9W0SQ@) zS&SkqY~Jm%9c|E%kWf@L-}(jb{^qpCtAhN^hb<);jlZa`L}GvjPyi!1Bi%bnw8xx> zW?0HMUafhn@U)>q-fd<7e3^()g}HMF4@(UYi7+)yX=k87``w?C^gE=edVp8m;myS_ z&5Ls|O1hS<`|0-jeGUkDNh)bh~z zU`vyzpDKYHEM5Xn%zZ4qhGMc3x3$wxbFr039=ZU(KG*$yKP>X?=!jzrDd-k4fGySJg2v zqRlC!k%d{GGdL^QYSVV&V`G9|GOgzI8S* z5Zh;()#V`X?0v-NIj@*(Cw4SI97R%6y3u~s#}*|Qm4zWsrI%vQq(K-ZFzv2or!yza zbq^EkLw=~|1!Y)lW{b2}a|J+w{drwSVYBo2j3}DH!^RNRjaNJFXe&FCx*uekmvl7s z84QftasYjq10Gyc3RVn+oh|A^jhf8q#oM?^Hdjdh7HH2sU>;@QF!u)(lg1%)bAzjA zFp`9SUFUFJqQD||{p%|)(%XCofUYkKF#@ds_t8LU@9L@%LfdKc&kh#%8oIh4Gk!8l z6uy%~5*2{b26`or!XWMxI?3Wibu8zXmvoix%6?Tg4dWlmK>DvyfjfN8!K$Fv*`ymT z9X&dT4N|gyOF4e23>}~6>A`OK_nL7(ifCp_uB9|o6bky1WF5r z6H3Eo!_uE%2l+fy%vMIc3GG)4n%s0!9{UF|!Cw}gSDJUt97zxKRvyC^v|)UIccd76 zurah8vBs_2uP7>H*s>%nj2HejhJ_UZx;E5LIfdUf?X>HMGWY#(Q7FdSUp&>fO1r^1 z$nqe`y2-lYYa90W_S&d8_putS2#QOW-*P1A6bl;~e~NZ6z{ihAp8RHbE;3J;zFdTa z*wL%MfYTzLfV;?Xn#bjvG5Y{nd~AFw(VH-=eT7`9+wWGkNfg<`-h0qKRO>X#peo`s zc1C!8#8}TF8A;ELJUx`^sHFixwx7RakT~SJN0N&7DV}Mzr!MVk>v)g+P0iODj?YQ% zflnh8My(!=l>g!c#h?SAj?HJAO&XnXnL-+&X)+2-n9pV`SbHD7RniT}>$s?sD?;7l z%6JJYgqFjn8b7h35#U=sq4pc)MPMbDNG^T^^L-^ZzbYM}JlE+d8nO^Sei%r z+YxTp5bKJm=b%YFteem@b%M+CT(HZx9=gVrL{W#4vmI1;gdwXGw|8Y-6Nxa|IXzsoF83gpj-~=&(M@DC*@GM{2!@G*RLb{5KxX3xJ z&K?MkL>rPX`nwPTIOeHJVI8n$FQD;SIP(qJr<$>)_QnRdVjGzB zb6##IyP}2v^o(QB0RIpUm1ck!znJ%^Wf8pF>o|xcg9i(uOM{hNNWEWOYNz~L!_LA> z_1ar8i*{z!lNGtE?g@$l$J!&H0eV$f@Lxq2V~ULz;lPP>^+u{Vk`uk)d>+XTQzlv; z??=8sJbNX5dko(1XXx;@8mJ`8Kt>tquam2DO9@rtaw-2&!wp3DrxdQaW$4L&Qz0=C zfZfh50jFduF*6;(9n0m69$gIh)F&A79{e0m6ulf#&TKEleJ{7C&M{+V`CbuYh!9X$ zAIlL&i;nS!iCL<!XMZ8*SM&9Ps)FNs)%f|< zGlRY8$LN@?gF-^!{-wi-Um8eK??n32cO}c4tQ%I>RK>pfVeW!YRv>mnZ+i)_9gmMf zRr$~pR!KonazD)l)(r&qI_PC%&_mf$(dlCA{*L>4LeV%}oIu9~19_bD-Y^;&DYTAL z0X#%CFb2ft)tc2Mm=pmz4jm)^d-<}95C;ffF$X@Q34^&;kugxTvnm{$)-^ISw^qDq zub;5IzP-mQ#vvaui?uAGlJ}FZmg2USRXIvN*7f_|m(1}Gyx}Gx*Sa@jV}*2~M)*C~ z2;Gx)U-w*_(g_E2okbG?OYaDG4emi&ZVGt1r^};|-wGmF2~m(R5Q5#Gg3W$)*w28J zm9@siEdsBu0jig`JX*P3K>$)NXJD&AvnR;N!7*0WHk3jXf|g8!cTxYuS* z!Tr{ja*Je79}jJDc7QNOA-)c)R)LAZGnakuDB+H&ju@!lCFIu$c%Irqfw$5o7|g??bp-s}7&nqijfO^zN7;n_3BEMij6~TY z?&7%J=H$TTx7RDmBE0;A~J!Q`MCB!p$Hj|_yI8{9h5^IB66-bxvcAHjf#+_uJ2iZzW z>n>z&a8f$4ol{>Gj2VJA?sJ!TPq*-H_%Ia*gSwIW>Bu60~?>f!Fx$VJdRL|f1j2L2j+%9** z_yl98W`lr&d=+d8PLJGeiR)6vBr%y-L<^VwVe{2+GG({@WLbI!BmudTrdv=A(&2DN z2vneHiPhv4P$w}XyFCQW#z`{N9*6%+ld>vn+vX@(*Iy@8DXk^7uxp@+s3`*1EMs=* z?%)$V?e<*Qkl!s_SDFpV8JK*>`_6NoOKBZr*~X_`N=Ner#-(-nU?Sd#7M5bB;4Q!j z`Gs=G#Cx31f;-Dx&pH%czT?+zD;QLY@dP#Kxyr$Oze5f}>c#t@PJXQtHRj&g^`O4W z)tr7RTwR;=d^a&O^O~leuXVkh&B)~1raFmET~Wdfz)~sU`E}v0ea{KZ5zu)kPIR`} zOkG_@N5)F1RfOHTBOZm?`b|^%e)9F=7I6fCSZsEQUNye2NMpKP`~H(VSDuDc(%1XH zHdt`}X%@|?I#55Zz^>H&_{HgCv%V0EcM~ThrA=t39(kwIU`{=TvUO$9i6SwpI*QA% zkC{}v3W1iBZ(jr|zYFFWKJt;RbQcCp z1^`rBr;S8X#W+-?b5Zq86(p~fUvVCK6)Pl z){YlURK*__^lwG z{wVs@$-wTu^2ZLg^3c=xOxfel2g=A;Qm2Mu4pP!7>M21`akg|Etg+QH)jVc`& zZW(2tu()5M&z8lO+U#~m_l7}yubcOC4_hzZGKZ|H4bBouiuB@GO)Mk#*<)KnmYmzO z&En@x1$vr*+_#RIv;E1x9$l-)?rbD1cb*Ont`d!au+I#`yrjLcZjm-A#tQMgqQdC` z*JelMZ;=lYo)B>{v*roz3IeieXJ4<%bu#pnpc}bBprn1f;i*2R@wLf)uy$_*K_dh? zkGdpp%d(X%m^+R~2WvQwDRgGL0Eb54I#M^uSW~CRzZ3iJ*Uodpd4I~UAsDKdZlQ~GZ9Cvs~ z6+D>v+*PH91k29EH;Y~IGCGy&O3bYIwTe@bW_`+aA{={z#vS*x+>mt2q|NQkPd|`eGuG>#BgR12szIS0D`(fC)8gT?KtYroW&Z~w;=wB zJownmCS*g}fJM@q^_^HL*D7qRIT112LjRueYQJR5qsam@!iM=DZr#{Pf%mE`{U6NA zI81TcgBe0qJ87?)pls?;7ttq1w-i(EdA&zia1PZ!ZH|*YkCq70Pd6B3rvRp_Kgfy! zuhr1xX&qFQ5eRoD(m`Rz6oG(hmE`)wK>@6YMbsoTjGPx@<9W zuN~8|LleB(@4r2p-!xc$Kl5{pi;$X=fB{FxUwhu4YL83kuE>Z4cRB+RV_2iCMiTz&rp3y$X=K>zzOe<|y?uz2gzex+FRG zUcv4z1p_8}>Po!`Cjeq>9-Oow|MpYuMCX8jrkR#E3fp(&2Y^eUsJObkoFlzL>yf56 zq7XnwTeF;yA=#l8u}Uz?4ZxG53TGqlB@ef*fuu*~VS-xLy2sA+q>B5XwP43oBbs8eb&0aG36^4myh562xn?sq%tN6>M z`upV`1LscQOJk!0k!|b|%ph9G)4>o94Fu_yMr^SmL|j{XSMl6&XE@7U7Dn?^$e0GL zW3_9-hk46R-%pE9Th7v6d~S~k%H;gw7T?{Xz>R}o%X!ucGc~;0v|upR-G5O3h(;Cw zpVS101#AU3ypolw=W>j?LryZ8%$eu>&CrQ(RJ_otEylT)^MhJH3|e1)eyYdY%5Joc;#PcT*X3yoeAj(VTQUFxY6DE?4cZe? zxI^45KJAAp4yZCkfKGxsY%tc;(9@{gSOY@3eY{HgHY>}5D}Oeh6ye)q2k)0RoC8DQ zKFIaxu>g$U0o^FIFZ}>mf%gDpZGR2Ew2N$Oh08vHvn8Bd=v);$OS}n{Mr5uE>j1e< zP&t~)W3X?&sGkLqwpVNS`8kFy@1y#|P;9EX%H%f_wZS&iL8WZ&X=EOUEV-mKVI0C@ zVNJOIN2IR;GQ^e6JPCsYRuygL(@n*4)P$!SlS92|#OKsYbOl072Sl#Vh8dJx;=j1& z|IgYRW$607u*!kBpWlR1S6v7zxfEtrKkAHn_f&>(IaHOPzFvj?LM;Jq|CZ<@yjG*{Q?i;FIjE)|hiUry$va~|IK_|bGhntV2(k7#_* zgW{g88m+-D-Reji(U2r4xXG+J118Qy&(m~N5tJKl_zjAcN66SxtDDem=PVnF3G zbdMac6ybMu!sCy_vl4zNr@v zx{UE`h6A1wx`DNz=C34ZCh~ZOy4w{!}`wVIX5QRj#01mtc4w4xd7++3^$Kh5HZHB!(8cC&S-k1y>DgrP`_^ALHA zp@Ajt9H6T8S^g37AzJd+7Q|)X(^T<&_rO~y?+q?j!_|uJEXPe zx-L@&SPp*q2s|RWV1q%;&`Sh|8<+_g#Q5C%@z!1_&q)LU5vDO3;&GB@fDp78e`s zg!CgEv_4mb*B=MoisP`LAs;kH(da4XaIT#bA5oR7iW44q!GWT%I_-T6h6#~oYGz=E zV=eKuTW(~vc7eMt2QLlMvd9sxhrNPmA}Zf{Wk`;iW;jOfndHBY0SVbvLY`4^V>C!PF$-H zVLG1}DNE+Ua8Tee$!pZL-8sF{sG|RB<}kGgwc|FCf!#%u2mD*fU+&(~TpSZ8V;wxO zI7;GOZlt4E{q&0TfXlNt!3c8651wj=Zj-V21Zg10j3)Z)yF~yE6LVYk!?W_t?bvDF z&~9{$JV00v>b3axdw%57j~1gg4cRbi!|#lCH|cvbNsheS?5Fbz*B%<(r&Gw{ce%;L z_nKwfJUkX7eLpVti_t2`*IlsNr%k`cU)&&|2PiPA#S%Oh8kvs$f*AMQxx5#)Ol4gR zZKa@dv&rHEDAS&~_)kU4Gp3t-KBy`p<36!aj-Bq4MW}m3>EM{IIFnwTOyav+(>D zQqNp)@5=2h)pBHut6_#s=9Ko%Aof&EuF6EIux+gboxFPJ>VrqC);PgFGROSoqMM z69V+s!=G?mvZw$|8q|yU;NH5%zerea`Y3fU5&bJqF)XG-=+4TZ(t`{Ao_RzFp4O1i z6B%6qmUGV*@;tSP<{i?9njPstt`dzf{uP#_^t(xVSj+iNI)K_;j1<9Nw(#*<)xU%yfn;gdEAXZRae%$n2rn z<8kT*EE%MqSHe;-$L}bX|7AunIDg|hXD@7RxS{?_JQY8TvCRq6i9UNjI{vOyFIsftTtgt>lhXMkg(9gW(nTcP4 z^kn9<{y{oAd7GdQlD>!)wROq+)7`%!svN?X3Ju!LP+qZ|^Aw#XM((R_fLtVnP`Xcb z3%hS%yGuPwKebA+aA|I8x-wei?w|6 zlN|oywA)Hns_TypGwVefWHXa{iIq+)JZ6#1!WwxyC*ro5J8A`$UG69{t7ry8UJNfx zhLHr6=Jy3f-m%NTC+T5>NXGv~uyO3Zjan;hc3}c~f_G za-&y8PxBqD1%DZB%7P7n*p(NPE7_n5ay|a(b8KB68Ot|>VQo6^XbFglq`=B*{Qcob zcp{fJMi|D|^12&_%mYaqI@>m-ehzeAl>yXjHW$zxg$U_>y>qwV6Xd={G)~o7i;lM# zg%y%$&72KYY~q9`53nX~`^XE%Sx2iHO9@`Xr}Tyn=8?* zqr7v=ZmJA1$Ol)iJ7*S!KyK}xDc#j~%~XMieS1pr*M86VkvM;{QKc7;<6 z6BW%4+Y(2X;3xFZd5{t8-AnY$#&hp~C^H%wXj|sfaxFo^hs${rWqu5|_Kg(95MXp_ z%%xLx15zeb6L8jRSWFvZJZ#LDM-n;;kW>HC2G$CkJn{On@nw|};ImQyh%B{N0Iz7Y zTb5s(qw$Iwf~9<_=%#IcCYFzt>MTC=#;h`es@C+Jtc*eJs)Jqco6wI=WtpO(?tw|z zinWf6$U`tqWT1fY71I!3gNfA>z46*WTCoWaqCa2U1*(n znE1g-%ZcWwVE%YU`piXg==a$$=kmckO+#p{_q29-ryjXUlRYd~C>n6qe=X~uD*CEk zHb{br$oe9~n?j2m^_sUgYei!ED|R+yvVX;SQG=<4H|hA?*yOV3c5yl@Q$VvhDX_~y zQ`y^a9N6ef$GOz>k4HGE{EmV?H@DSWH}tmq45cZ%yKH1YXQHOg`F{4r-BYQGzI^vD zCCfT~xWo#cpnqA2y|ccSS3P=564GI<#_g2V;o9PX3X6O{#s94w*&dIk-aKcm?V&o^ zGy0+nzndj|9eviy)?8!tW)m{Anc_o-9Ev~v22i&in&A1ZkIEpEsbF8hKT4F z@h+n7SEuLALF)`Sx@BF3=b?u=@I2=&tMD*BdM7s8Yi zL6KClg#b;FQ_97RN;(HRL}{*BpDRpdu(-cFz0+-+L*;~smd>g0QDbSxOx+7_UW2E0 z_2!(98|`Dhph@xOLa;>mKanc)qW-SO&JD-W4{4*RNunNF%EZx`@iX4YO<69aIScgQ zZcOO=-Ed+DFQV2t0A<6}to5`ig4cpeTFh9E&f|YWp7y z(TDmtbi+OJq2Wijyl7b?DGMDxdET{JQS2TE2DSCC_Hs7b5|wr6FZX6*uipQvlnBuqGRFS=?qyLuHXtMH#RBS9KPaXJs`^ z_b3hilYQgg3)Atagl2DPj|0nCwOHdj$`GxJD<846>VJ}cfLYGkzQu7n)GvSyU%2Dk zi3MoF2`idgszwLQ{2(XcK3`UJIq2;CT}puYEkIZHNtG}^Epx;q)@6O_o>SYeN4b5K z<|vlfZd@C|MxTZTteYqJul!9gUQ4*NQl54MhgO!(Po!(uU>WC_2}Z1zHd=jU_}hU$ zE4AOh8>@1eCiGU8tJoelqV27|tA-0A9VFg^t_kZXPZXo3Qxb-<;p^Us4F{cx8qDou zl9D7h3S#iKMmaZ^qbh}Fd|ce64Te@rTbP_u-2MWRNO-drLZMjV?ZGt`=E(KHRKBhp zWp^X^^dS>2T9k>kx$oEW-Vb$ilyGGx_5N^keI=yWV4F)We ze6R37>%ks-r>L;*&o%s{!ipa3z(ItIspZCHVUWe8hGN7iRnffdiT4ys>BKipsLHkw zFj^{65M5XEp=ERq4Z_u(pjc{E(9w@m7`+1A!JC$B0?sf|?w}n?VvN{3JKCPh&gHXq zQv!aFsm*$ni6jnwuHt#;0+%kZz*46n+T7F;Yd-u^rRvO&c zJG>}zuGDT$e44hfWG~u>!qcObEPJD;WjKOO*~ZF`uPqsq%T)M4!=w?{K6)1?7S$JmKA|uxdQNd za7?bQTaa*ls#V1bRo2j40c zkxAjDA~(Ob^$3i}|5#ig=PfH&C*@PR{*IxW#QQ&fB&@s>jhTI-Oq57+G;wfh>@4c% zaq#gn*FFU21z<&hGY4DJ=q?(KKt!j2Ibk(vnBA?1LiGrl;#)Osj!GU`Y#4C=TZn!l1*%&sD@DD`V4qV!YO|f6FG|zeKRu=vhR(}STqD)lgQ{4>k@ks5ibSD6x;yv zO`lfz|FQLC@dYptM>>Fd#-2nQTG=6YYu7{LAK!&VI7s>3HC)a|Mf<${Y)`#+8W!d- zvcY?L`-9t$qasJmP}#qmgD|~A(jfB?;($H7yD=Jq!If_i7UCbl;_Oa|*D?ISb)vx%hI$skHy4dQm3#h?Y%opH3`mZvx)!u?ZF_d6TjnCAeC!ZPv{?5?ggXizB1N_c5x5l5)TxHsh?; zxEN+{=Ql4q%JCgV(efRmDXB;>n7)0C~ihVb1h8rC8HwVf(VEXkz) zyuhy$(J<`2I26jf79(SPaGH7-L>3E*{SrhSZNnyK`pJ$$5%6{yigbWaoOq^*KRrrS zkwOTA@8nsUfKK)QvNABnpw4S(MI=eHUzNW5Sy>VPM4w1+gM%QieaPRMC61x<(Lpo(g;aRvwD*3@D zR?4HACrg;OfCn(L#iYbXwG#rc_Rfo{1Hs3Mk!qmruD(|?s)~cYox(q2Mie2k-;pj^ zS|}YkP!{|*#@~a<1g5hn+n?R z-%Q!H;l*Lle_|6oo~3|r>N5Cfl7}Zd@td|jcj5UK(6^1JWMFy? zjyYX?lGS4$uz>wJaCEm)Zpqq3L@E=OBiS>BcJdIufEspqzC46}ZM}+2e~7sg2jihTU-3^~UiEhm-?+a7i|f|BWGX?1J< zIU@4Mtf0a_7F!(f+dqbecSxE<^%Na|X7uWj&3! zrv}zMm78FOb~f68V?Q;mVz4H@`s z`QB$xt3Y!g&*uX`^wy%qRD!`48dm+WyKzZ;ie>`=ibwyD6*HBumkO;l*&7{OL6LXd z8iGo+x#Gj+S3K6$9z4s+Oy5lmtJCgjnvuERI4+yEMA^V_<=HiM@w7~2UO!L?Zg)8^ zR8SG_v+0@({AAmrdm0=p>(2p>p?{?-`-_$6n$=9DY`fgvrvZ(4o;cidK;!(Q3ARl; zim~auIkp5fin=58J)=e>nh2KkgesTzw#3>Wn#OxD;(lg)Id>f-tD^bn$CR)D)Z+0b zb_nX729djI!wA|4@S_e)qheCwIkQ-X2>$1*Nesd55WkMn>I6F8d4rOaTiV378bUKMAbhRPDm5|-!l-eU=( z01S}}LZv;28n4Pc00*WbQ_j%SXYl0CG}dYN&<@pDkpZYQMT)#uaWtPjZkj3h6d=OC znX=n|y<6}hJT{y`)ufL;RNzk^kfmgiUj-z7wqz48@|$~4Qeiu~tz@V;Zh=2fyF$)+ z)N?qzccbXq#NsIhUvb1)5q6BnYP4_KX?JOVk<*8-LJdQO6a}K+r#pzmL3^ZRz-TT6 zUFTTK<9Hch`qr=o1XnR=%CU6zizUtYMe`6khFaAe(LQExXXq(3tz1_Prq}kVQ_2T? zOjF6|U@dhAg`}|Ho!n$aIZ&1j{l5Npdrp3>sM2H7}p!iflnUE*a%Sn%ES%Ld~ z-69e^??BPQ{nHk3>AnWySgB>->j`WAWjFuJ>9=f@&lp;l5oD1kU8b9PrR|N(3&0w!4=(!4n^Yd( zdO&ta^TZL}qYb_1?30i!#Zs}(9V-k-sH)ne#EwDtIhLonM)SidP7p0#e9G?8WisnB zhHb=J9q8vwCmh~EGo1!D>TSkZSoh%*#Sk(c?UpwtnqYNAJ=m02+nY2*K)3>bg{Pz0 zNT=kkc=cX%nwa#tBV8tK;KjaLbhXV;TB?-42za>NU#E>P`)03AEt%Rt3WiSPv_Vl} zk8y|bDN`DO_W@v4zMlj3a3Z->*I-?kJt!hMz}kLS zebPF5BnX1mKPnEvjV%riY+5nY$X_xc4{!R>NaJa$00;dKYYWYv`5ms|G4EDL&aPd! zF*29LRcoS3?e<0&4RYnWuOAHI&ez&vOZPG?Y`TfN6oauITLS1gLKIPL*V_=ZDmiN# zWd;A4)A=#>gI-uj|1alT2@?#8a93PX~FqCYJoX1eUcON3=aW zYmb>~Z}qfXt_lG=zQDM|QMnCUv=*blZ|9~D2P+}H>ifWE9sP^0m`*{}F@%GU3IB(h zfzhzdismS6-k1DPZ)l#XYs79@UtXL@%}Kr_)th7(d(uyDSzV{b(e1MgP=$(-h^Z2; zy3-_dYdN%y&2PZDn&qTD`3!#!f3nGb8^07DdlQ|*3cZGvaYRm1C9P4{4#lYxc2Gfz zw~`D&210c2(4AV=mM0Nu#mLsk&>iEsW3l)D{onrYyFR8$>Tn3knM&Yc2(zH=eX=qY zI&L`)LU~Td)er*FU8Xgv&k<|6cvJE@>}L}RletS>D`&K0<^n5~>bxoN z$XVa8tNL9UNyVQy8E{&&AL|hOLd77 zAQGniSFFReqUrgGRAM+j{KFQ8lEvw`F@0_9fyg}@?$y#L9(Lp12=u@O%{>9`f5=-`hKTFf5TX_dxAfIhjODy2M52%X1uV?zN=IAd zVy-enj0(7(!kD#ia@NE^Z)VVYlV=552pF5|Ba@t=*8|3Cu(e&#V$H?UUn{kk?Bu1q zVTy#L9t+hGH*AT8BO2w*1ssvU2%pKSYpc|?^!8*yH$>*s=8Qj2L4q*_kDD|o zEM7Z^>=U;G@|><@-z-^1jBu9$^l_#h+~GZhkn)zSP{^yl%ekbVL8nEoXM)JxF>x8S zK(=7!^v}Ihmr#L_WX8uA+pX2&KpB{HhPf<%baqtR_SZHtU=_50#5w=2*pS}zNirMy zx+WyFj#{flEqkMcW>*3yBK!vq!3r~XhOZ?n6(8LyjByaMnHzykii=e=@S=Vzi&XGu zDILi>moL^nM~i4}Os_?>^Y@pB|3Uh`|1S=b;RT{d2SSg&D;Il^^;vk@|OB~LB)Zs(p5GrIZT zFF=UbqNZ9nytIU@tT|2#(d2Wp^7Hqg>G#Yttp~(dbKO3@*QL`^&wO+6Sk+~hxl$R3 zN^UbeS`~0ZF5ZRX)4Q+#P&*XJ4x<-3q>^8)K7{50yfxE|SeqcV9_OK>h^Un~PRPxc zI4Vmv81-G^1;Y(;ZFf<^%V&N<*>RV)rKH0F_rp?v)xBZ}3{Ed>C9{=yo|R05RgPZM zBRCt2hhcb%8uO4Z@+S>@B11E>w__!0zqwkWmsmU9UNz&2?j25Zd5YRY>NL|c&D(;) zS9JCK#?fb}7I3Sh2cb?QGsQ|gh++IaloH9m4sJ6iyKPC#)3}e6g4K9D?0gvBk1I2B zBL>UZ(NCEa-QTdI5HMq-8O^sth?jRvrI5oYUpa}~6SHLx^MNi<1TsH^$#Sut{t?vI z7yM8IMP<2bfv$}AfU0AA>BTg~8$b1a*u=T)JmYcJ$W6Zcr&x0nKY=zZ{!wOEq@~*( z)(#F)BY_MGHQx?SUam|c`BC5gDNqi2DHI=O`{F@tHojnk@w(xQf>smL(oF1C{9+|G8|0(#wv&E2v+E(S0r1)u`FPq}Z0H z6kK_=m3NdtYk%FS)BAD*cf)xhx3(DN?F4|O!8wR=bO-cq8RHCV$4&qi z;T%&uO5%Br&eh_wa5OHgrydz3g9Lkn4(aklv_wes5A82ROX2(6uPZ*NL~R^D?LKz) zA2fB_skkJtiv&|{Z6E?(0ss^Ch#|01KMH@AZ@?5Z%P;aH~TcG9{p=HeFS=g)>}sKcRZ0 zp?Px=V=K>o;+RYQ`b4EXD)GiUn$MLo0F)S4mv1?3Fo`>31--68dE|da}woS7BZ!UX;=!x8<*?i)TG4TQX(55Yi-gl>xKSq*bX z$;NFBDQt9Anr^cU7G8c+nXuW~$VtvTjBNqydm9+t6c<}AQNgI0m_}Z}H#ReR-&aO2cBj%*2) zi?xfZ<&aXSUAy7H$DmL6_>P`RL$Sh))5GsyG8Gu0)raMGQvC5>i=rMe4_PHxR zf{ap*RJi!u%%i-HHh0qBwwgG_mZm9E8BSjgqQrQQlm9n^6Rpi)!(%gyw)Lt304a3} z?&qM$I1_kb{45j1NDLqmAuei<+@q4ky#Uo;bZBF2uA59XL>zYTVCY)Fo+suMX9Nl| zn&QuO2bxrpHvl`Z?-Glk2`$9eUzJf2C5W(f5pf>A>PJ-IaCsML1(cE3buD)^| ztmgtCsyu9_U)BPSL)Vtokx~F4g^ltJpn`!A`+ZZkG;*QtSCl*iUuq?yw3V51xv5s5 zhF}YozoNSjEaXuhg#XGVVE2h(graJ-qd*A zK?!Xbh#|n6`rts=W&1o5YQ&pUr3xyX35YfS0{px;lRMWA!7~f>qS!_9xu1noKvqql zox`CznfjQ^cHpnR1HL_eImmVWRyBhvcd}Cfp!xLXvX^|c zJ!Kc+F(qaTYCwp%!(VR(@gM?4<9S-GrDH)kwylne14 z{0f7}Kav6U&oNvy$Muq;qnEB;*b&OiN1WB?zZZ&wZ(bLoy-0XJcHoKG+G)lif~&uQ zlXJQ=DHTXs)DPRi{@5JAj?<{q#lrZvo8_*8>a*h0v?=)gF{3geAfF>Q;3*A^t2$-k ztkC*3S$W9^9T<_3aU3K_T$rTrFK8$5htFu}FWx+z z);0W|JLT10xqZ$av=nWDE+|aP&q2crwp=<+JP2;($UmvOSfdI+m^!-G%aSKOr1en; zyD=VlIB5mSesX5uzyxj}UUUq@=e9f`Prg2|>w|{QUlPDTjclVD?2+TH1;QlLxLZg~ zl&XT5+{W)`EKN}A1w1E#+u)8Nr5KJeaqH)|>3?*tjGW6#mga@$u*@uM z>!28$L&vh&4AL_d_mt2ak-81k86*RHm!>(Y8gcd;NhXMl)KY`oe=nL_s$$y%xKhO< zM#Yxw8VKi`IsD})wQJd~?o3_zHOENYu=2RCqyVSVsLUU8!OLprW?0zOoe)Dy%UfQ0 zni`G8VwA|+Gq%>{3`lU0884kg&MyCTE@t6Fvs=sxRbdK3Q{BVFk^L#=O)TkIEs3%V zm=ysG_@DAhdyz)pf^$vRDp}v6CuEf08aD}y8siVUQr#(q$(e2(iNR!*+Gl$X#M(;uA^*SXqbL(dGwEro1!!hy_+h6n zQBQ8WUs6=^gi8cdHPXIpZtm-$3n)Sv$N&7Dr94lGXhaHtWQ3oOk&e6B(C1zL8H8dg z3l5?T&v_0!BF}7a1lKpkPp6d}g=6B-q67SeXwxlvD`WSC9GWd~?~KYqLB4f|z-*sv zH+$nSE0%hsHdqJy8s5V7hCQsnve4&g=e2U~^D%g)BCy@Ya8_+8{=^Qs11@uy@7p|J z3BtoVi7lq)D_-YlH6zLL8n>V;qu{>yOVVK+TM}2$*Z!%}sZiMaPX9STFY8}C)HA6N zG_Ps?zUS20)F-%{U2U4Yeg1H6GYtaX0MFDoWC_3P25>oGWJ)V9>U}dH#|04bBk{sJ zvjsdY=|cY8m*WXZzN1m*D!csJ!lC-NPqj|XYe703=WO9tuMGh6nkZ5&#Rr%)im8zY zeSTmDNY^?}Xf@|?&8_^L9_GdQR@7(i9I``$YXTWW_f@*09ZO4-%ZFV!EiO-4_kl&1 zAF#GBQqau79=6x5fYo7gCm1f3?vG9I76KO+E3gdc7D=6-A~I}YOxT@XeAUsY;FjXr zR6v{f0u&Ypveg$B3MfG6jc)1i_PNAfj<;0>ERQftI4W^BzO#?RRr4k7R)K)63I)AL z#{1PGMQcxI^8h4mzz?TS1^buKV>IC+oAtVskWA{3KV>m`7^2b#>%QO7K<;OiC6puH zSBl(106TSSH!B;LFEWA>mo>5_8)nVs#QhU9$pz$t9C}-Ee;5L&jXF8-f^QZ^x9}sG z3RTwkP?^F|l(4rA&O>085CMTWb7y2*L{m3kl?$E9YtlVUeiiOb1c(LL9bzfzqmCLq zUt{EL-2@x94h?eGnz`U|_2*ZfT5XUu%n6pTxz+~TU=36g4HhcG?dI!{=MT^u^_Z}q z?5;1yNBBgmrSv&a@+emGHMCIBB5?nS%ALfmA5p;E*KX ztJh8jZ{!kEcS_^V$eiROVLS?_RD=6c-WF&4PtdV3ePNYWiaaQJ?)0$#6#SZqG3-9~ zsJZ82xLu2c2gFqS2(Fw~^l3HcNnIM};ujWDo{OhXR#F#NJ?O(~3ZL=2ZA)GI!>YM# z-G^V&&S=(4>Z7B^nE13!en`|{NxO%qxRcvP-o&5BM{~{#vJI7q%M|F}YT}vyZ5+uV zyeI4)pAqO7{~Nnv@RxDS^Qd7kALV}Hg^$$@pW~zaGTHs`TlPh^hcw>_wUF~^vGKkX zfQ0*ifWxi7br~;z)nMBFzBjqwd4b}Br4wyo$bYo#-2xd*KNZ?4oo_OcG0M4^LEwXv znx(ZCF8kV;r`hVrIe3ewDGIi(7jk>YPrF^(1a^_!p+_xZ-PfnZ9GWl`#4xw3aFzD0 zq9km%wRbvJ`(_6rkwZE~hZn9gD}(yR5g41{{*AV$WYKXsGC0k|B`9k^q`&q+083Ac zN?^H?ofHG&v!c(Nrv%IdYXX#Owjk-hLyW5L|)k{uL(QiOVWk8)B;`K zPOB~Sbns7(EMR1b0*dUs+g@Z%PaZ37tztd}ow%d#V^SD16FAaHgfDBR9k$>5#IigH zLVBg4vPzU#ZB7y?Ox)d--fPKkT%j$VqURa4jrsEM%;iSrVMz+n(&$!dNW#RwYb(VF zKrH~0UlO%u(m^X7X^At=!_NMiY8yQ`O6eKbSO)jJGpA@22@_Jj##i+tu7%1CW@1?m zxr)FFcjY+*p_}=a*`Co+^b?1~IP&Jr9yAeU>t+zv*V3T#KxBaCgw4AxhWn_5C+trs zR?A5USO+e@Lpf)yK8;Xu;f4~-n(XsK zrM*EY{Wk}MX>mSQd8L|*+p>32n6(X{(Pi{~0_A69NwSqY16Ei|IfOZU^u1np4@b-I z?Nqj_N4gOQz*5}~g)$L{`DzH^f24k3A*-fwItjn%WbdW4k^NgVgY1y06**UL=c{S3 zod(0EC|?F{omr1!m#7Q7EO83NUAn0ZBSt>ISW)-delE`0h2F{e9RcYQoyY|4qJmdb zsIIlDwlQ7y`++i!?Vl-ERbl<-{%HtWEOBZQSaGBKDw)@z>Y=7d9eo zQUzqo@Qu{NqD~jFNQ#vg82FL3tR& zFazx|0w8n`p3o&tCFgNdqOqQQ+_k$sB<_PaXCdrIO-E}>DdooIJGqY752Py5-&!0= zS@L#1hs<2$-AWM}4vfKzH7G?m0xneOCnr1p0qT(GWiQ1nB{EoCh?y3(L$0e%pWQ?1 z%wPlkG{buNiF~)5-b1{*t0FwItOswVI%f_i)=-GT9Nk)s+(LO-0tED&Z&}+(8{#F# zx6w7$1bQR%K05}FE7EeMsm`ek~lO|KANKq?U%FBI~rCS?@*AXc1bkgI5_0ZXaBY926&rH6lM z38rf`TQ&~+C}(45V%2a)I1u*6CZPe&y$?sOTV!)=$i1N%+#iiyqaC3- zJvgK5HM^(LWupCs!vw5vTDxDnd1d{{q;Q+Dm`XtxQ1LG%a)%lE6cqh>?L~t76~Gnl z3aOp4qsmt@X--V(9${mxo(s(kCWyE3zA&My! zWb-@+tFEWmb%(#GP{%A8O4FDnozYLG>*-3RpA};O7H)JPuSSk zujJ_2JMl$t)~Lns0kkwU_r1gAMHBc@s{(bm71*ao@|i*M-ryi@VZ-&)sVl!>}=)z2Cm=x085O~9j zaQt>oemvJ^VhO&jiTn3Ei6D1nhQN_rZ4tx=p5)fXbLI} zkc-bmqo1ZQ-3AfrWb*j5T@GuH5@pqZkWpTjq1ANa)#e_aH z!%Zi(m^diGsJ^(c#RY# zW!tO{7kA%5^&w0aK4180lXvTfL|)QB=jmrkDU~eN3Ak?B0Og1)4@z~#E+-RE2!Y1( z?ULn9JMd@`U3|}hnhwwzaBa-eM5e~E>nD?{W>yZEZs391Oqqq&`grV{d-Fl8)rwaK3FsU)5 zV@~Z3DH;40Q`D`2Ibe(*^tLr_+O4Xkb+0@Y)tp)SGG3CX_R|q#iFzL)zooHjesx}s zgr*Mdni)O-1X=$jzR|LR)zf&wZJ(u;wBqpOzl;b3mhb=*Um-n4n4($_~4-xVV)fn46h-e!J!cG`PrX>eAWiu|= zc*vB*+PFq!!_w*8HycpI-8M@bAgZ9ADH-BCIJ`XbC5JmFfle$#hCsEJe%nh`c3JO~ ztpyJF)-&`1zb9zk>~N6wT2jvY9p$5^_7}`WwyDhd^Q_MX$O%spAJJ;tpjeXLN}!12 zatF@&LtRnRp{3{%OC4rd;y05>NLN1uQbyS?W-ql|c;U!bA2;Sqf{664Nq_i>9%?j= zdD94`a$gK38~4KPTj;+YamvIl(0i^Am4I?+5~*bus6 zTzSlB?L3qn_8icJI#?%kOpzB+X`q@fviCHhe?z1DbtT&rz=EN*aJWjSd$wzV!#o-F zO4c)N_ajj|&wuaeV5UG;A0~_L10HZ<5Rws>nZ-^Y7^qZ%+0F_VfeIpZn)y~^i%f>AsvPN89t|t@J7kKfBBFf#T+h%9yYzU>%?ZYH-vP^{3I4sjhWG1ff)6HnQVPM3z}BNy>Xe#mI52z@ol7*(GV{8c`ZVd+DS%`hNfTfI2muOqegoX z`o&<}O5}|8A8E@m@@Y`}Qgsy-7zAPGih4r+_2Kc}Til-9#6u13`|BJ6V52nB5T;S_ z%RB5T`p^1agPSS$G0OF_ery%&o$83>rEZ%YUEN#3H4A@Ha(2q$^5(nnUmY|+rw@l~ zpA4@K(_Ws;$^5New8VHS{)CscH4$oxnZ3Vd8V>mxa3C+5u)uHG14Adgv#xUazk8!d zp|S|rWsi|T^5$REd_#G7*&5}2?L#KoAXI%=8#U4+Pf$I9J`+JNmVV>2U93_YRO~T; zo9J2g$wW9zL@tyvAMxG|dLZN3)S6j256&(>W-~wk*PTt)CRytWgpSK;y56S2RnQ1+RXQDb|De-x5?c5GR+Cm2mF)8^j8NuJA*$vPJz<3Jr;kUY%ZkNuh;g!+$h2Xzay$8giFzx(Ey}{jIaSM{k$?H)W4~28aqXGlIn>I!vn(?TYZ{rJikacV3FOfSA4Ikx-@I8`teGp1F+_<1)r($_KO-Gu*b{E!FAl zPPg)uWzl@g{XI5Vzw6O+Sa2LH&?K;g%~xO$obNhYmR9F_3dZ9&75}f%*q0I5X=w!m z_erKT{JqSJ=SmVEcYw{ASwQt36_tv^<-%?*)kRfvmh@v968{l-F;MAW=^e;HX?h1$ ztI^H$5c$&OAAOLn8}(!$m<}>qq-ftvVpjqXx(j=-dvj?3rgmZDk|6nQZ3OIPtSO0G z-=y7jOQn9u-MHoS=dThONvb(Ofq^kr^Dh}=?gG#j3ZItObq((9qIcoU#uOhh&Ku#`*+7upPX2^=0WzMzw*3}rq#Bg zJ0@I}Yma_9%b|CxK_M@6^EJA<4O6EOTQ;%}mId?j$pi0%n}}vU4QXvF4ziDk0S}s^ zf6cU8?@UJ_ir~2vGyr6wa>%m z+m@^cWUALp(?71r3K~y{6(!H`TK@YZJK|EuU5Y@aFI?MdMF~?MP3LKC&xV0!6hVG$ zZ3FU@7t@Y5@kQ*mxhDUoLt*to0OCMl36+0JBsI+uYRm774DqHXZ$>XqAHnM2s3SD? zW2AjUS4^FOSnO){4(zyZCf~~b{$0qa@S8La(c{q~y_#jKrB*5GL?}T25TgdR4l4}A6U@%oVWf0oeu1JQ!}+13vZ9*JbzVv z^(Di&xKQ#WT$Ahwl>N(t{&pPe97q6!91>l-HSyWjhvGD`c*P8_763?>Yu5yWdI2L))2g z?ShsYjYr{AG2=pR#0x#9>2LiFjQqtJ8+e&~pV&6Q+le!tZ=#vo&gUG#q<`sL0QwFL z$ZOGi@V-CnurGauUM=a!v6GK2FLsWuyiAmm=1ipu+*`9S;gpRWJiB4e;2>03)`kI> zFm)42x_Uy8g=)W3Kj;RB7{czb%Li9ePS$pEK+8Pn%Ct%|dS|!7fnoeUz`@YV-qYXf z6QC*5w0DOloDhN6X`ms;N;J6}aq^j1`j~Szjwan?hLbORzc1Y6jfzP^Zfi#V5)zHs z(JuMQr~b~WhB#!?8Rusj)FC(l{ju9~ywWv1uK?8|866!L{Kh5ira&rpFN6dfKc0@Nwien*@*Kp&f-tqJXm8feZ& zEez7-BRWU$h4t`*XH5L`3k z^UXV%X-p!!q|M?wmE1t2=rDZqvlmA;g@AKIvx>iqQEHT27|!&5=PX*V;Kz^u|%? z&cAoFq^;!??J%5ri&t_D)?C8jw2-xPm^f>*-bLa7AlmdA|Hcr)qo=Xjq?jJIl3vG4 zHsSrFQSuu;iSTjc9-4y=va-0iVO)8(=_-l@FXC{z5!^Y_{|W`uXC&b0^NZj8H)iXYE=$INHpo9gm)IY>6Th0f>O2n9Te1_jGv&? z|Guz6rGiXQHCI=JIJS@Vps(=bCY1FvP+_Ynx+D*u1Fe=5jyl`+-p4LkiZ_-~r-`bZ ziKvxe)bZz!{Ro`ZSsT6L&|_6Opz+k9`nFn^ZmZ&`T@T1T8qDPz>khFc3R`NH7o&)@ z{B&D2l#*R&ds;id+Tp>oNwtpxW0=@iF@&f6(YkYHKpFGN;m!t@o>WRQ=v=KUhE#KY zX+@PkFmxGjB5w1RzpTlYz$Yg_{u|;;RLn!lg?iE+zD=UJdnD(=9M*_2CungPi;m!h zBso!-Cq&B*f!m}!NQ~pA(>#h7k;f)M&KNp&SPxt!Qhq%;WYeLR|IR7D-(JC1F8V-@+XW zz)Rt`f>F_NrBr%OoZcQVA^6sQOrMn0{{D-wcsE>2;9G9K4HR@H&&K z(&$%f4c|+6u|ac;p0u{i^GQ*d=Lna|{J`l(%3}DDw*sNbn`+m`Dc2y5%We+-Bp!b~ zvh&1oCj4$9%a?dx>c#i8W3d?YDL9(zHA%L##>zmkYCI2|Vcixrma_DqKM)_-ex;so zz$YRkLxJ5)H152Vi<5OF$`N~h^16we%XWCkd$+;%EPZbq^XEj58^P~FemYHZ z+v^|nr<7}`H%G&@8oX(grH}WW0i1Ft8NZabIbGq~_&5cw8(~{14F#6GOelV&oaS&G70ho*5IRNm1_ga0$l@-TJPjR7zEKBvnWRfL2D>03lu3ve!x*IN zj~a-h*?#1|Xb=5i{QYZ2YclY8SPcrdbLpepNL`8DAp~oXOS*G zKfs{!39?5@4M4hu6gk6Abkcrvvd6V(SP4z zM0ZOuub;z2zvqMOb9TA!To?K!UHrX_tp{cn6MiL;}5tRpA_*#2E(IS`)CjjKO-7gbN7%%Ro zxSicy$}W@$W>v0cIKXa^^(pYa;l~^ZuZyuzq^>35V;p$5an|swtW9_2;;pa@ERIYp z2FdXoo0Dck{>u8wZQ4%-l7%Jy$}G1)-Tp=(maZ?(3&c zJK2jzIzVK@GMTyR_AIrMoW=F<#DL2X#cy2T|Pp8{0D4i&1>003;xW&NX zCJ^&SH48yBGy`j_SGT-QUiNl91xoB^W-RB5IJ-Q7y)(1aNmbF@TArwXF!Pdg9^M|i zZ9UmaD5hi@0Ea`Y$4>**&aXvD{Y>l3D?4ShE*E7oA;dz563vmNF=+#uSI&V7S^bqZ z34~c*|7z+1fZm&_#vs}^#aB8{yDIii;_?aYde|Jwxao z6ayR6eahRDOe9a)j%EUFoFvNjn!EK`@&2&YH2z5F&oQ6w9Zb~?_jNw6pQ8zt{WIxS@!Z5%9Na*;E^MDr`wnWD37jpR=Hmi-Q zvwfvW75E&PLeVwn`*gK*J?5@@4kwi-ibJM?pgJjVVe58r$TRSFMZ_S6mS0&qi0;xH zq2f~OgAq+VEY#}-kxi~tAk%91Np_%2FKvir=EoV0E+86|e;lGK|`y+6=Yc-5< zX`@y7WlgXO6@Gi2dTUwi`}#+KpK1Ta(yW}l|+~qHfpC}n{dokH6j;0cO4IX;=h6Z;GtRzZsx+E?Vph)oMVWe z8H)Bk{*p)8{ie6W$RA;e_Eg0cV4U{ICl8)F>R>@-CU`dnv8@ZE)Lcrb>0~Q4ZEKdL<%JpVR>Td_`mXGjB!xF z(`Ut+ccV5N%n7VM16(It_d%*8-M6i0wU$PB2j4hWmQ#ex6e=_2_hNL94GKm4MZJ%n zW~xx@h1vJAzV!5IuWx(zD>mx@SGh1R$lFR9!A_vnQa=djny?J-sp*LVqRPdFl>gHUV^2p~nSG5{{5cGC!X@IB@@EyaMBQ?z5@hB#IX3N-R* zf*(e&t9WlG2WlUftO49wV>}I}=K&!qmlivsi5Stv| ztn3^)-TtJ6uyDORBbOb70Op-tujt6&$=L_oJme$W9I5&f5xTe)8KBCie($MM0a@J` zEO-C~WV9R;r*l$kj{-2DQp6iT4q_RXj}TQYK--w z`B!yTq23gNWx;pc)x*Ha2YJC;B6`{-kSB)+Uw1l@I)(HrsGiXNHD&6dx4vB$pX=U! z7hWptzoxS1Zhv?C0v`+LzBU;G38o8_GjC?B?;up{<6$F6)4db>;jsJHU$Wmbys3FzU^1BUiVWvumZ2ll~w{jK8+P zqJ817IDu(^Mjjed50?{_XFUKLxo|TJrv|f9I0k}i41DUft4QT->hv!EyFI*_BEPeS zke{cx#Szdcla4;*T`t&`ZpSWQonN{3KXu`VtB_23gJWZOCpU2(=~Zfg`iau|g95Gj z1SmlKdY?N@`oY{W!76Y?P%&M&4v^eZtk$>L=oO`P8qSrzI8EcOKGoB{*16QUWyr)B zlrdG&a(t{_#LAsbVRA%C)?|EE9(#&S>(9yvrF-`La2JKuhL+^6wtdtc+X1EEC@{l` zmCNX&l%SF_pr!almW>Zi^8m)hgAW=GU~%T>`BzFH4m3$Ey^?^+yh3IrYD_M5W~4g!#(^x`ojE~tc$EF zUh{%n^JCV|p?JVGhXfZBa5U>CUop`Fe%}@-RM<9N$hM1=>2#=zp(Mxl(|cA$PsJ0- z&YFAYcj#yOUtMkzRh}!(Dag6zd-TPPsmwpBFih4`9AlUMrsq1k24+JE4w51FvqX14 z(c#iulKWvt``ddqto>QTdf}_^?pSi^X-X!1?}h9=4v8Yv%pbe6$H^8Bmeg6tLR{U9 zb_<*P2)wDe0B6iFSM{&lv&^3&`ah9nAwEf|Yoe~Xh$O*)Yj&B*9ex=W1CFw5zLC`M zq!VZqFaN0i7Un?7Wxx=dyB}8NS7Ube@7*8dNN_ z_o;2Im&o{KulbH03!oGbsFU!m%AZ!D}-n%tXCXVA8#QuU>H#C;ZA|9 zd%YqDOGT`lCgSHX1uLHt*%%&6VS}SR*OcscZeBsLRn>^jgS5XiA%R@`vT#(AnJ0UA zR%PTbD1z5syOEj4q~djJTw`}=mbV9#c1xkRRd7GuAKT+X`ghdmBjF3eqFC`3)=fDq z|ApO;46maoa!I}~7(}%+EaT)c|8*&9KoTu9ci5{Fna3%dnGbGC?|v;p4J=HkPcM(| zNk`7JQqTU$gvtyJ$9gIHOsO+CmTQ)XvNWK{eGiOGBzxZ;+4LMMxnnp-Y@ zCjJ8>5S1#|E};0j96Z4T@QS&56aFfkxAKORxm=YDLhp`YPjcG>FqCkM!GSe1|@m5Ts5`l4}5BfidG$AQX&hsmyiHonW6kFQK&t z=HH%zeUhRYPn2TwN^_tRm5=SX9^~8NkmJnPQ43PO7~+AtOVb#Y{{x&p)) zDBL0Yartgy1&b#UnFcR&?(AcgBl;PJ(}~x-{pQ`D0<m!`5NsWWbk29hk?q3`=i2q zL(cznmxnJWEuw8M*rD3f*>WPS5C-YCkVV-Nf^9R-GxLN_qWmHJyhg27I!0XE~zL zEz&{(CkSU%pE#&F&6J;{ai9bhnIPX_L_&d9UoVYwsi;=2DaoWFp2<+3p5ONw(e-Bf zqA~00UtVuV%J=K^%gvWMA zESDI=lEW52V7~K!*n}cfLd!060-49UpaU4N8*i5#U(}oC^}I*}^a(hxI)zVTy>K^? z3s0|~);#7EtzQT!@Nuw1UE`!aj3HwSrm5evFF#e5aPW!&U&ciIP2G}@tWDX^ONd6W zd68@Ynqj0!M(L%1~`b)mAGR{3lJy`xbV_ZOSX+-9)kEA^x4CftzkBm>L z=+^7hj0s_CnU)9^#hWbDly0w)+>QmQC7uS67Jflwdow87)bY+X>vbH?xZ(0HT+!tS z2t5%kVM&f?B3;_jrRmK1*pjNu3T;$l4R6)R-l_|&MLeLd$`i)cu$vri~ri7$c9Wk;(kp~Tafz3%3xUQkdPm5*JP#&h!>Yof4E5giZg?)-+ zo1MTfY-ib6-x%oFMEsn`FL;cY zNJgtm37onRnNWK@msZF>FYWX2aRE2fCu=S@q0tR!RqtXP^`p;wnRd7Fn{AG?h;7^% z#AXC8#QyW8BbbABG=AMH{(}AbqNbMY03Sz+6!`a$JM8jlb}|EhCA9L$4l&J>=X?G6 z&X!;>cgA3*SP6Q5q+bAwKM7!d_S#8w`L=p2gk(6(Idbhl+k!o&%-aOht+bP4Dkq>N zZXl4vjj=^PcPYHh2z2^x3qVf^>QZq?6)7%boW!-=uEXguD+2n3VD;F`xySRc$=gSONJu3Jf*If%>ES)WxzlSL2MBT&2n% zyy!mITN!Q|-YTU!xe>DATKZMAXYmxtEXTds_}!{>=%~p!xXUQDFZ}>mf%gD(H4nLN z;={5}ovNGd_iEE4cp`F7u4J#s0NK~%41dd=oim!;q~xMOiJR0F`c!9{iYD?8T-xUdq8{laRY6o>t*f%b3VCc9zIH!48|6y z6}xB}HDRp!cgN1PItjIC_<4=6fx7Kd6@-1zVDWiUl4qALh92usYw5E{K;4j={p966 zl^m*t0X1=5afzwy6D|(Q76`*5v}bsK+1BL`)Ug4>Yh`;Q1_ktg8O$+V`jGbsM~M3l zM6qQN`wN=YKR3Np$Cj!nJ;M>)9Elki%4_f6Qsx+JMLW}{xO0T}U7_>Nd-Bs7Z$g~8 z0eDlZ18vkZ4eho-g?UEb#>TT7NSW(7q6Avs1Bf#P{@P~XHxGK+zivOu-H%6b_2>?Y zCyB;rc9C6wwxEJC-HG&<7d#dofc#vv2hDl_3^JG~t-L;OB}dAHJq~zn>y3va4Ju#X zsHY^qtG`E|G+RUrxsQCBS>9wIWe!L73&0dXz$p`nT2*cP_WAE2UWhA&?Y3xSpEyfs zFleqi_;Gpe?lVUS0Np@1n-m!9F!=d@A2iOwv(};kT0|HsLMcf|1Qs?ifIL2ZJZ6|h z5#B*ukuLNkONdNLiM`uxF`u94zr6jeeL6`g+Na9yYuApCgUEJT*?{~&ig=!ydL@PP zqs&au7NV~Dk%+zckvETGSSfX0i2S=ko3y!8C%09%gXZzni2=C}cZy}b`mxx^>$v2S zZgRbyyII(c+?RvBPx9B4{N{q}Fl9aemWo6YJdSrTvt#l5c3v;ELRY#+s16y0I49mwWt z%oeVcuz*XILd`(_&#gb%cjrLDSObuUcx+%jIt%G>{$Ha;1(5Xu>j-4Y%EP z1cTR!zggOmec9mh4dH^)B}+Pnt&1g*=4s0E9eD7~yq1jopV@b$CK;2P+sxF6caJaR zfqBzriL>DYsUz#Aa$H^*jTDW0yHSAG;Ziv!XDIR!RUd)CqG@e}KsS3}OQIY5-Tb); zC8-jGS^Rjkf6brq+Q_q|zhA=9HCdO-A^iWoKLpU@gWw55tT%A3=T71o4Gce}ZLb%9 zBoiFif<;0+%b95wLI&?@#ZEkyBlN@r0bUC6+H>L4VI5_R>E0i=ro1Atwo^P6plju~s`gUsJ+Kj> zh%24IrJ%kln@mv`&AD#YhgHJO8@4i110&&CJ7SY>U(GXstj{36wzK`i8>t{o&uQ3J z(cAK%W>NTQw**P5@~)kR#!x_eJuYkiHRb4%X~xJ`$5BjNZo_KajQajYtHE$M@@Y^G za`#dj7c?`%xxTzbvlOf3X4%~+9On!Jjr^lli2~^{!26m%#3F=Zz2DWmXL*@>i%*_} zMfJ;mu8kUvv6uayqpfQCUu>bvWd25-=gSl6=J+;^Ql)ZYlW&A8W)u6hrOB4v^cowE66~~u&0rxQdy(5qplO$EgyqPQ~_<8 zNdUR`3|5}JrBV~|T6DhpvSY9NR5`0rMY|2K<{ekOIvY%Cj10+yb%lK}xX2$rf7`uXd85JkCR2%3P%Jm457m}z=mn#ko=tQ<3#mQs4v0GWnC9l zPkI;-)>ca&Znt}18WiSJ>(8SZ>0Lg!Vyk3|LNU#@^1l;&L{Hwzab<2{X;V=erR6kX z{cfZ9P_?bO&fG}D_Ks@cjx`Gj${}@~jO>&m`-i!@5m!Im3b3$u(rrq zLz|GS!dxU|qBdN68M9#ah;dV0TrRsW!IW`4IS{^xn8WUmxG8iyKM!?eo4BH*;973Q zpEhCk{Ys5_1ay_lT8>$QTdzvIna!EBRDWE@vY!MfY?^G!BT*-0X3Z!C!6L5GbQ6s1 zolex{b&<8W>fd^6YUb7Ngi#?^l3Jz`C#2fm^HM=;@1ES$P>k!2?!^dy|4;FA5KdE8 zix8?ghF*a_q+`ZJa}J4(WOlUk!zx`Q2)-p1u*z!a^<#{Bd^*#cg8mr{C{SEtFE=s; zvMz~WD>`GQD1*ykzft^iLJLA@zF#H{jSIjwp0$^NOCUKgr1C^Z=~5M#`8*4P0HZZu zWU>D+bz0xAcq4o;DxXW+mHh4|wE$N@sJ~m_6i|tfpmoOZ{U$5uJFsZr`#u#{jcTL2 zGb0CbCzflJZ{Gxj(N?$klK*|kj|QqH|se+!yvPDwXwh>Atq&H@q23y)I%MbDD+QG7~5XD zt17fvv=BeQJVteIhtLe2j2;ixBy9l+7`yS;sWgy~Cm5>$8J(|nkr}}#Cr9GM%GR<$ zCr96DRAN%gnt(=p>9W$5zq9n6ez%^3`9bAddW+Okb<}jV3VP^B{*)aXvbM2U^O%iF z2bFE#7A{Y(a^I$E7L#%cUhD!eJjjJEx_W-fZ>i1~wisCn_aiZBEDh89V zod0l!Bwdn7pBc5v9)N9e78Aol5$eOlkEA)`byYw{DG(} zgqww-?9v=>s*4;K4hnqWp^NECk@HoZqdzH4YijCMd-*Yj3QLS2zGlRqS1p zD_X%j6oqAS?JNL#NgoX=@7t~k0#TEni(jS%Mb|Epa^jmrMfxtu9{s4d$2MdMfyD>Y zu9{Nf69`7BhMB_sZqvy0N3Fh(*Zl4kHFnf(ENxdesU@567uaw9a^0~mXv;E_K0=WO z-9_6_P)_=-ff!8Tf(B6_v&#^53xT^AHTgIr6CB@nbMn~m#$MBsB?harl@>kd3%_;< zz}ZtTomZTiH$5>B^r0AA0OUFS9n8>z6Q8~qs!HCskN>p}weJl@;8gcB#2qMGa2>Te z5aWe9oB@70 MOp%EPGNxOK1*aIn91mbP4GxE+e9hip}`x<+=pWyWCy(y#8pJaLm zRx{@bo(n;z6^EghL~(ZpSLk~b$T&_bQ?k9xsb7_JoO+3pg=iDIx3;{CfMb+7=c&@cBS8xrBW^S?>mu-6hbn zCZ=_{vj%e)5*sF{<3Az_lMF*$Uya#T#}Hz7C>W-fLL*8_Yk3drKXz)eMY4JwI7hTU z^uc*_GQA526<>JYlg4p{I2;H=yn9uDWWk(u2+^`_5+~%?Ozp})V%uErSJw>7IfG4 zW`&Fb-B;a!5eQ2{fV6?9iKyrbNo%&)kpOMi3?y`=-W~4XR)1OaTj|heCz6*hW(r^V z(a9gZ2#(Fu>2IPv9JLe3r`mCp4wU^AC_}I=R7FEM#CW>Oz1e*>1I^Lc6E27hJ|0uw z>;RI%?>M8w^R$uqRcy~mGIG~Ji=z6`foBYZ;tKMv*k*$jXE=nQ^#IsgzOeHI>GYR+ zHUwl^J|L}W%hfl!DVGf~ASjMoV?fx&knFMm>fj-aX@X`{!=^UeY8X7fhP+K4W1Rj& zZ5QY(6Go^0YG|NR{_3jI&tJk%aPQKxgT<$G1n~^zv@*G7uOx;*c|%)4Q1_}*^q7o( zvmBV?r1g6zH#lo3#ui|`JZXL3kz5l73(zF%$OD=c_K1yJQu=J~oM3_-zmHiqpp5;Vio>_odqNoMi3z=^bg%nWz7iL(t9)_&V7~OqnVW-xrEw4JdCo@a@w^W=?0_sCME{th9smCA)3y@c z@!4?}-N8#dw8|78i=QhJF5-rbvs4ZP8^W33=`{L=DJuMaqV(0;_1)UvPV0}1=WMsYP9AGby-GHRIMWYtnF(zF zM3tjdf~%kgSqbhHWV6%6+S!(_;FliEqfTalsTlg_=p_bYmq94ujEA>o(DC({3h}X2 zu8A`$OG{%2@2{~t;YoBkV19e)K(??GIW73}V^t8vYgcRm;( z3yHGQB8m-~NooSq1?9q<9IqXur4o{cx9a#ejTD&~a4CX#n`VN!NA8m4Kl*B9A@2QFVLFq5eERKqz%plt}mB~0|NkaZRft&M9 z|KOR+aqoF4lNfYPG{J_ZY3p;^pGfy~U1kIO(Cq?a%qnKQlgt>TeTRl_pmA>>Ks5+U zie-fnny=umFo6c?@ob4ZN->wa<41qSb2Zw>?<{<$Vc_N+o2HL+)}?Q1Wix#~R+$Cv?GRTC9cgdP+FhKiSz^@{cujs8nI90zL- zT4mWFF%&&rO3FsAl=Z-hWTj?gYSj=cnEhjR2kTBbmrv(xAjISxoV5j)GgqTG26086oh)KtOp;fjN;WI_<>%3ovPMj*twW$eXVY2kfb>gdE!Bwweet ztksK|v77Kp9KDjh5R~iY68s|V_P_-ulBcef`SIX^Kn@MWv}(3pTu6*8{^2?CCgsWt z+awKn=%Oktkb6P6^|cn2m6p_nJj>rs#$#Ve{?Gd73X5eskj(MICr6#OJL?^FK%`|* zF09&OM@L4r^@qO8e*|9fxCrfwA^jmI&7k9@lCX*E^Axg?f3AXFHb3nlHHIloS|Bkg zsemH8w2x)YPk0p^JjHPl2Z5Slx@X^uatgN&NqW(=M`mQ}e=*mb$%zpDw?j|(E1fxf z*GzEMbK$fmBHX_WYi#H2*TsOik1na-{K-Nw-dP5ciBnxrW4cIY3+x#OHHIAGUl<`K z2lT0uPtpoUP()cIR47*q^P!B`wAWQ_-{rAqa7<_;r^~$TW(UkY<2`6IuP(jkJ62n% znu^kYJa^%h|2BmrZ7dP<-n0+>Hja~KI#Ud7UNXb4avHBz@8(x$5+)?tbSwzOV83tB zP}79hwk>XjfiF@<6drQgF~#vVTGFyiQO2k;82!I#0Pzo>Pt-Q*unf3nZZ z=}n~o!lc0rXbMCOV!xCUto8kwRoos@3$ay`ze4_6YFt9D*Pe5d?z{o_unjHZ6WnO- zrzynGvrFeLt|N#Ap-6+$HEai0S?;SvMM;ep zu9xC*3+yuuD$zmIpE)-OVPwppu?ymJ@Es5Z?j ze|&DOX>{=S?vh^s4W$W5@We$7zHBCD9Siiclgqb+5R@I@NZAGRsFp(tk^3J!)9wJ> zrTZ^GxPM}v9#-D@yCPu&i4F*ow~k(2-Cu#-Dyy&qrY3%T5P!~bUZ>v`=ewBb>+06A{%$_QJ z85bjwHXQH!ew#ZqvWbMMI>2?!i<8H8W?d=GinWnkv!U|Rl%}rwfo=h(!=#ybmxM`o zXwkUi9ODKTBP)t|;GMVt3*RZgCcLztLMHZxjgW-d*`_L@4&n~^Eo{j6A1auW(0?13bdG)0>_@mU4+4ieZgLKp8q$%Wj$Xc%!!F?=U#hJ=&M zk~(2R2#`4QUBQK} z`?~DGIwpG~lE2`-&BqAEBWy4SYWDy(Tqw%hGvlV`7$UA{9|z~&4WT$?e&iR8l|LO8 zC+J_OA5bF2796n2aT(zVJ4>!ZLn%)_YZJ%JGJ~qRax4J?cnz~Z5=-5yK7Z93eYY=z zO!^@8>LPr_wwtA9WnMZ>vf*#P&Tx*Ha{q+uX#Fp@z^3AI+mpPKyGae@uq53f(HqrA z($FY?3q&X+kJtVnsAr(9XOzq5ZJ9~Kju>zY@9jf!T*G>2oz`JU*R=a0oAXXo;>sa7 z!Zw3z_qjqp0tww{gEElAaJWv>TyzeP{draUH2))pLdI}DWYT4;TaO0bI_Jgz))g8G z*eX+Ff>#w9Gd0Y-7L7Vh$XGbIgoPX&TYO)q>PQw((_N4wOa0_cSlf|QAM4#F%GEYY z;Ai(|EG`Gnn_aXFEY#yoF?}NLC#Z`fu_YMG@0zXs-xd?kHK#pIE7Fy+=`L@iS%%r> zLPm!I@^V7Z7L$ned)l@Q&FPnv%ppJt&Zh0(BASR=df+35sbOiVB%UN`B#In00}v9P zGe!k+xeLe#d;EBdDk1!7+rg{6bNvMiUjMKVg_0LvSvXe@Snvthc!+@r)&jL3J!y~L zqCski5k{KSB(wAII-;_2oCvW%OOA9zy|Ki#rV*KH?<6Ar=a2x7 ztjwrbT=%`M_I8aOudry9QJdM)3(CS^!#a0BmLEhxX|H;d~-?3Y#yJy}@6-!pVn{frW(`M(O2Df1G4 zT-8h6trg1>VB2iu;OXX#?i{Ao4cy8-(tDy%Bk~W22W^Vo(idB(%8Kw(0>dV|mQz6z zhyx7FWX0w3y%XmkO(5|vhsxLma`j|Hq=}lDr~Zh0S9vEw2H^N?3DR&3)eGjStpy=| ziSZJp+0wXQ=X`747y)w~E%CGqfC||(@z)?Pu!XdU$XOd@Q%ASkB??@vLrA&4+mXuy z?eM|fFNya@RX0&oigw1RX*(*srgs4Fo_6ITlaHDu*j){yh&|8L9l`dAZBCf&^MQAg zr#;unx0U!fqKZbGfwER(1$P95^lGy?BxQVz~`673%(^AC-^DC#~-BROzmPWu&2g==^+&GXIYskI&uLEeZsD$l^U=`{%t>*6g2p3^gh z$1^K$qo;il@|o&hHTjbt)yo1^H&Qq~O-(xe!VADGe^-U<-3~pZaZ7^9$-b{7pAjHD zDHUQq?d1qivphf>KQc=Ua8uPV~to%!?oGNgWerR)<0HE}JY^cXT+eHxHz?lbJ+6L2EgYwX^i}`;~b^$$( z3x@>$k0UV@z6sq8ea)=~0+|4hL+^G;RB@{ds@Sp%VTwixp(j(yoyA|~V zWvhsJi}Pv1hOe}tKrF`@p?0_Y`O%=Mg-?E0vw9SC@bJ#DTOe#tNaZtU(+cfk>FjG&s9 zOh;m@Fr0XCP*f+#v%ns)#V)BB5df;xcnh3L>3q$nyqZxix7?h4jAX+rBit$@xz+qV zzbd7J`(aq?%ISp4e><(yypo#%2f)6dyBGb$ekSW~{i-dpjezhhrDi_*ed))o{PI%4efrQYXBqdI3QZt<-sDpCT9RKhDW-*VBqQH4ufn$O-JJt}&%h5|Z zg>Sz7`4X=9OiZd!u!KKxD77#B09b+d06rVkYET2wIwBiOjpy!th=rg!1fy&@h-PG8 z0%=n0kb-$e*^r9tUP-Rm$(V)l6}<3dIEbwZCjh0v?O3OEAtM?<3X*{CaPE4lRqJ_qFWVRU=n(hGWOe;RNZm+?YI;}rt-a*n$1Xv)#u>3ArSKD z_5lLws(+4RhRk@76KqXL&a4*U^G5h}v#IqGR{O9b7#cB(LpQ9!~k^pJ#ahQeWUf$FH<$ z4CCA_2N3648|4^N^nysm;uX08`enhnUK_dl9qA?x)CWW2J53{+-P+%d^;8uECeCLc zm8Z7mGZz!#$-)xGBK@mT1niw2C|88tT5XjcN8Zd=mo;4;PjiwTb)1W)ja=m{Oe!=A zbQ-`lhuj=DXm!l51Bi=jWon1x-Uas&UfG$10mgWrk;Suu`ifFEoRgV-+)AR<%;cbp z>yX$K4>(!5c_6#`hJRl4e)UzCNe&%GO;5Q0j02?U2nt{L=;N7JT}P&Xs({<)9`K;( zTFsw{r1BCqewCH1?w|ui;)8;yR7Pn_U<4~fa!7{OIJ)rt0#ft}t$-4LcrvL_dL;E2 z_FBD64yIaB!gGm!KcG|HtFXeAW+an&|BAwND_X$X5JA~A0|91?Y%4RY@20P4i7P%^ zf*%Ru7|HD_mjVU<=#}hTUb~Zvuwad7_1X?{{%CQ?}NOlOW~VLRv(eoa>Yl8K^gnFFFwLf$j`-kj$4GlC2206d; zRyIA+2@d!IYYv9dLlV?LOek|qENRcg>1j~K^cX>hU?neEf6j|HRfs%H><`xtjHL(i za_7n8)ReT5jx%*VU4qpKl6eBHr%GZ_boInct$vxh5<3a{u!~r%+oGh;nS1f`Z)V~t z{d4#syv&_uJj!e-zHS%X{SAS48KNcSEMu;?Q%QfcTUWIZDHbg}uCWfo4H7B9XI`NU zleR*8oHKz&rbtS86+5^+?lR=gyqQ^w1@v`!%<~O7Qqe99aMFI8U)MEl)@W|AYW}SR zDe&{QyCIR|`?uOa4;27|%8;_qcB{js{Sw@dUzt{mp^6=I@_&QK#BZpQ4R=3i{vWyi z?B1JgHV4U>-NwOWz5?6eZFf`gZ#QnmB1-?Pr*v`6VysEI@tFH%DY?XQ&fl8reJ6>q;O`V zJ$toyF%odw32+&xppCT@P-K$BY4-&Ss$POw&Fn_b&3nK2O5UBn6*8Q9805Xnr+S73 zlFAkwEGZx7dM0n#lRyfW_b{OsxrRnGI;WAIdYO8}N{&m(|AkM43te4u!2#o}186rZ z8w1lN`}6YZe@jkI63Ayl7Dub+5M%?o>sSyy6P)Pm`=*PU{I0j%SKoDaruSKub{d_- z9pJvITfs#e+3v%We8jS{4xwQ~K+gx=eAF{T#T)e>2qu|!+^>|COB!n7Wx~)xTN#{q z4>|_aTXLA9$3jv_#ID<~)1^HRoZty){Z4hQPn(x>6w_R$W$nLnuSKhfQ_q-x#P1tC z4cJbfhr~y_Zqd`KraX=;R*7EE;u;fF4+RRJ3Tjp9T zy`vsfcPZ~I?*!+|jqaHt6=*CFu=&f|&pMt;Q}Wwxe}roWq7?vzPLatpYAPX8sin77 z!Jbe`g*;TB^i?nw1^B#dwx?DEQo1#38RtrFyztD3!xREk;sPIHoB$fcY{iq9r~oja zA-V?)2;aW2J+{G;5r&213S?2}C@J7tUBhvRL#_A6zKM)}o>MZhRXJu2 z5d4Zzd_h}#*sR8P&BjBhaJ_(Fc{%%_@I?jxV0ViP6{?14Q`Sdg5~GH|Kc*Dc*9>Gt z5AaTDJ0!bsGeX_gH(L0~6L<{b*A>H+*VisyIUYjy8oK!9v(r91g6u5xj>xrD64xVf z-eoZJqoCJy-=J+*lD$Qy#GV5k(XrPvsQuG)4PjpF_ss(CHR`Crm2z);PQXd=h&i~LcEzK}ZyDX!!! zJ8d6iA!k_jw^Jo92H@Tpov>@zzT2}Bi=lO@RU0Ab%m}>Ft2O4_C!C|mY)&I6w+l0d zfP%2JutP(>eZGU1o<=Z?P9-O0-=4f1)7F5+m)fT%7AAWiGN#(*b3<(tC~}tl29+F? zW!~y(sMIte!Ga8#!oGS^o|gND4q;_<(eM9nH_7@-og(`oJEeEAl+M<6|Bj~Ccp=2d zUKS~T+99z#8HSkg1gK9_ak@PSJ2+7T-NeA1Mkh1jY>duOTej13E+1!v^TUa;^jHIn z_cO;*?^7bbah~&VE9D=ZH7c^k1{Nag4Cv|UAN<`g!Iy}&jdKPB(MMJ?aYSE)l;ERMHbG{pw8MU2xKg+)2SffP8r~IQsaC!E7iB}xc4PeGMdn}G&%x2NO4WW|GgjY_XH^nK&wvu4K2B^>W<#i3iFv8X7p&noNRvmz2#gB^k3-sG zw6c2b8dV&=me-dUf-ekwA>zf&d-Xv@Z1wB`g2q^@&x$n~7Y$c&tlb@YxP2SIycx81 zibb9R>bA9P68_E%W@?)*mIG*M_;v+J698YgSXv@$6gdN`aw+uqQTfL;_MKLB*{n=W zeypSsQ6hI&<=qv&3s0a;nyzyhik&8YhlYNVS8jMf%IVp=({bE9$bB@GXIfBewy3ikJ zzifq$ey8d+biJPE_5Yh4+O1|B@jbCy@F$z+h1AtT&X+ea*?i5s7s~6xXpocq>yL{u z0q7Vpba&+VWlA3{0~~o|S72K;pni|1`kYA-))#w6@+9j)C0p&q{{H0r7|mu+b;i90 zpsPp(uDu(38XvbPZBJL#3l3_8?3aw9PS{}bUXO~p;;M`VLR+lBZgV313Woz$l;PPn zNE)Ill{Hk^VyJ*A3F0AuB#<_P1VhtC^hv6ZW{q4%ReMDMIi+T`K!Sj;$tGEffaIe# zmOH$W43|{CJ6R|iB{_~GeleD5$^*oRPL~ks9IE~-zK(+!=d`q$fj5_nJ5V6(82>kI)V1cnQUZcd00^jS$h19Y}^VYXwrC1AA zub3&m!}LbM8T3<&Jit$YImkH=QXY?8OkaHuaoorqtWVzn#$y+ha@31YRm6TF0C||l zgc2kkhfM!y9}E$BL_C)&l4w?B+`$QCEo=kbY(&4BL==UKT2*t^*0!4SUYx%1f7hZB z4wO=B=EU_IgTs98G{R6d8mXI4=$(Jniu_|WE!!$yEg?jJYSnrB&Bik^7*1Uxi1~^9 zjS@GSDyZ?AjSFA_{Q+q|Pc>-Q4mn_=us#l3`0b=@=EAFR{uAJV%}xBN(}>PkK(mp? zrB>H%6bfDJ@RCN}2}zwRoR3K540q=#CF$QFM05Y|vxW*mKbgu)?4NBg3|`N>%cU!% z=*yGB%@(#a!Cbn>K`%gzliFOF2yNIn5afR6yV0k#1}IRxsGmqhuZ7Fd4n!fVHu`$h zFB|3OQTD;F6k8%j(0r9YBBsY-VT}DW*Mm+cacdi@-pt7+$a)~C z^=U^oda`v2fEyMt{%NQzv?;LADIP}(_jWH{CJ$-aGIu)+iid6zud~Yt+!^ZjCcLTz z|Hu5jRz`{1TuHp(I+@zR>G8LjXY0#uxr~mA^7nXMil%L%GX8uu?m@lO1w25lKTm%lpOSnDo9DBvKs5p{)A$pvIS9z(@r>Ad4`;k~ z)g7(BxIJ>SzZXoOK8MA^2?f$*E-y=Ph8lcJf5f#P0KVq0e94)QfL>EmY}MAtIuL^` zKWv{7vBBT2tmxto-PYP1C=<`QHALKeZX(=wnZMfE3P@glN#SUj6FD^P`%>S6x@j?? zZ_`wdhL$K09?Yr!XY?PwgBb;|!ffAM2!#mHteKp<0Db{jii7HV)7$y#fqGm2{mx-e z=gXxzX?6!gIvKB!DjxsF^GNyJE|=+GMrquMa<;4TRPAdXJxe$71_H)~v4vFDH+XF# zXaS(db@q7X!Q>pYzN`3aX0u-noP|?ljn!a?f`F}${@Mqes{SSzscW%q@oF4LU`)%x8&~6;*)22xG z{#X&plhSTs>HjO{3CvVvJ+4H>%8;?3)=A^7x8Bgx^}r1+{y{I+k+N>@!4gnX9+(DT zRgRGNcwyXOA#4#Cd-v3O4;a|y${(Whx+$?=u7k%QDo?$0@j7W&4SoFu?pylxT(6## z?#Vh>y}|3l945nyj?lp%C3Q^Lj~XnEB|uT(AF2~W@Rm|u`JG}PL&3S*-LDERw>1Qm zzER){2$M{?LfhK=t7#n?%0#aJ>|ZUK)BiTcdKc(7N}kbOW)gCLuclJo(O+kF1SENK zvUkYu<=_5z63k|8zfL{4y2n4s`&`hg88@Uf{JolmSTuzXhBn(wz|rH!YFZazDycnoXXb=TdnBfy+J`fZCI?}d6&1HKp33JD6k^^g z0gT3=sIGPghaAEXzbH|VHl`H@E}G#uAN=Z(DG=#v7@GC7!<9U232kZUIJ`wr5*mL6 zXMCEnbG)Y!DEjw7caO5foWGKnn$mB>O8UjN9+e?W)+#5dP8=Zw$wk2=8UtM|15Giv zQ#dJ2^mk3s&kdC2mk4MX^3!#iM&Axuit>57<;KLGCH2 z5M^Wj=soYQDd~JA#Q3KnL6rm8xJ=7NBBi?I-R;misDB!lH0gy*KI%)ML!cpsB zqph^&v2&Jk3>9gziY;iL9!RA%`&Gvv4a|VP=WFYcXF15=JRvDVReFpSa93M=A0*fJi4O{p1hV# zs-fgp9{MEi9xV^vt63GXu;tM@W+C$PkrCyFG@-S<6S3wE?;;eEP!WTXxWw38^9_Y1 zlAG2lMi}^SujI`Fmi?%0?S*n7tTRW3-hxFg(+F8muTpmn4xf}($|DKU0Q)G^`3p@6 zTe~eW<#5&NP{c7iMk(qMZBL;WRB2eAbtfIXKK^a`Dh23J15WkqQ85@x=m4k1_KYdX zgZjrS3S%35(EGI;*e7tq;wqzX<{Xd3mF+|lkcRgE20(jhvo}XqEkg9*P}JUc%3$x# zx#|B+o6w5zHQy|^NWuP%ci1(UHxSW0++clXb8;*{+LU0~r7-s7a%N55-xjqOX8<=L zm?$nwbH%*@M~lYG(=N!&T`$eVt9?;CUZoXQ67|5osRPxwczqV}+b&lUR-^ z@q$!f{=<~GzhWbIDV66vvm6`S!Lr)XAEWi?m?J@itb>$8OS#xCNogwYcO(LG@F0bx!MXs&N^l-GpGG__Xtw=Y}BcE#ruF%*-Timb%P?OmBVbCXt- zojdA}-20FdC%4EW6!B*AysCLyUlbg(DAtoBFFlL>D??y0PUV5tIn3R;^NZLD><>!e zhut&C=ew*T*QNZ@DdxKu%`+|_vDWdz@NuPaqm()mQTU}tG%Tp9ct9jYCp9jpody}Y zF2m`$z??5PT;UwV7D+gemnTU@8IY5hesa` zbynJPd%+}`$8dLwcZ)sxVcN~&kV{4&&$I>S_OTeZXfLTVLt41|y8LU%>g}`u@e}3L zezyPm=J%~>8C0R=;S<_iOrg@>P~a=(akQqz4&(wp1*XQVs6n}uz}0TlHAcd$>!?{se=HE zEv>CRcpr&L+1X_`jy-YXpdH=Wr;H7HgB28cEQwevuEj|xjBQq9{moR zOZbIxc*KP}2H>wGf*ZEk_95M)7-yJ&JECu*{9^FZC^rGPRTz|8JJ(f4RFP>{+UXs; z5txO>k4OV%C>UMS9YW(T7Xs?b(ko>eh-=VtEILUYhvxU9maCF7$Cj9NlT7#JZ0Muw zi^TW9@0xOo*^F6Vv_WxiSMjjWgd_e>GTWXK*2CfHEIbZc2ZBhXfN?em@e%CweUNv? zo+clFuDh>$!`5i|ATvJ8k0p$|s26c}dBM1vgo*v(71xXN`^}RbHn=FvL8{sJkeBen z8x_NxVM!K|@L9IVs9KANLW;VAvpPn3Yt&^t0V(_{`~Cj@wSkoiQAz@S6l$?Z?mJT; zabb%5$)mKWawuX~J*LV9Xkj|G`R(#qNa^I1baD4hRN=(@R`F@I@s?GD4nTBrlLGkBP<$pDvN5! zI~^SQj)>qUVQ+FN9jJX{RBN${l`_cOVHmJ!f`YKHdzSl5T+RhN`rv@m%kI|mzcgc- zl4u!3@L;b1K)OvFYB$9lw;j^zAiU;-w3JRF87)>rVcVOfBY)>g3Qj!<+Q4Zk%jun<*VV{cn|ndB7p_*0wqomaH`QF<{XuuVu$ z<7?K}H21goi&I(Y4^J`g4ld0Vs`0!Mt*U&(t~mtWE9ZR7g$sRp=kflTCrzEb^aE4!nv3(}jXHQd>EVVl z{Ft5JL9G3kW773y=x~OFI3_wwOy#p%XrNz{24lK>YE2x>2f`5C2WJU82A96gQODI*yy8C@{PTT2KtnSX~Ympt_RmoY7$m*Eh z)Q?|2J$oC_Z0erY)B*Gj?ty6Z079rp5U)4}LO_4ZE2#Z&&(j1d*f=?sBFE~p?mN?y zPo}~5mfS1vfsVAs{v7q*GM&7&;LSs@uuG~aLfeNdo0<7#0NHjd-8 z!qGM9$C3s#V*4`_;?@lmuR{b3j4m1@)nil8vdS<6ta$+enj%fD( zv&7Tmid)B9G}W2A?2IQ7b<-h0HTYt-UuIe7=IN)jCQ;p!i}S&93{E&jfAliDv5h$* zLaPVeScfZ`A1kD3R8u~D5k<|K%OtHP-+H*pn=d`29g zru`!XbJJi;s-|q9WrY4}jl3~3)1uGyuGxE?-FyDoA{10Y!2KH&4JP3(e6d%0mcM(m zi0C2rBTNXI{%}^2LP4h=F2`Bb9f+Zua#DUr*UZ1wiSwgOE)PGt!o>{KL!6JvogzAp zmO6}c?yHP)LQo|Ku#%r$(*Fa+lJP7=iZL`{G(Kf}=OPz)6)&UNsFHz~*CQ+vHVs$$ zlYV?@{*C!RDgUz8B9-}uP?-e# z+=w@V)wFwg=j1`--~AiuqW7u(CgB>NZ7DyBa$^RJNB0#1&dOlE^S-&&679y)1NF8H zwQ8>P(&J2mqN7Kzh3`!L<|lHl{S6HG8gR=#R)nidj6P<_Eb=z8KglqakIc@U4yc4$DvW6Q zx$!SsF)!9zMrpDEenVF~KH-ed^EVp3Lh}R4(%!?Wpg&%s2=Qy&*zol6Gcz$4HVjq* zW3n=R+GG4jwp`55K(EMi_s4zT>GG8`9zU}js=79W5f#hlrxKIOYpTJ9jLw0g!VwP` zb&iN|34W48QXFI51-H#&D}3N@5bAg~W)O|_SY$SL^`Uliv@HA>{1O*aEB@fYgiCX) zy*ZbgUrh<*Vq5zM%tyBH4G(n74rYy8Cw5feS$lu9Sq5BfHcJK<+Y2iir? ziNGT6S25NHBp=q?y}OZC?66U}4nIqx;nrBsHa6lbf4KWNq#kTEtX^8?s47g60_by0 z{DRS!`y+(G4aQ6dV9q$JddkUPS(4YfDhvJ~4tBc(Z1B~$MI{%VI%vy~9y62HhQ_!o zkh%DS;)ngde1m+|n*06bEFug` z0Bj~C*1y7FCe}k_n*yR6^2Kv-ii^S0sp%3E-=GTsq~z$ zypV&gbVKRb`)rb(&MJ9=Hi@X04m2*8q^g;s!^fog+^Nd$##A_(U*!t0PQw1>&Uh%H zr?f@0Dhbq*A#vBQld|0{QlCikSAjATrDK`bYQu~y(r5)ECRuj3R-aOPC9VX>b9BDYF{S)Yz^OuzcJl0wB;Y6;V=p;PJ?q)*Z=rxqhq-vn_Bk1xY zFtkxC+7LR@f4W4Oz)BCvx*)`{I;M2`Wy4>3O*@_m-0ROG!Q-=-DA!P(hF>atJ1$7Z zJLbAm$77duMY|(@%-9A{(8K|-F81R0()Vz&~lU)A1KzjI%P6#zSeH+;% zA5;tJM2LE1b{JH7sUsZVw#MPC*Kuya`dPIhikzwN}_QT z;CB{K%XdHWdt>I+SdR>V1b@zlUZdBp>+_Ldls47OeHaEi@fJhqM%x40(#`f@Y>4U~ zR^d)nS46C+P9UKuH+hubMnLphwrSJ4H;yI9Vgf^)RtjrKEw7pKf%9NG0)D>SR>(kO z_t&l!%3arys^dABcB)k7sg=I{HcwwSnAshLid=)niIZrF(B8Xo|Vn^6;+XX1%6JMzq{FP4N z*)f`^F9`jWD{vXKRhw8o{Q~(`^?2Kw(%ZDTyu}1^yyTr0EAxhS>ZPShPhfX!q!^90GX+WRl2)q zxnOJFU3lkSl-)G|C1&V49?;o=_XC>MQXL%RY_u# zQ}F>o;{PEJiI_5wLvm#G-@w;pQrPRWw~TDc)uGeHl%+i+Y1KSxv5)>=GN_EFcIcY6 zr^<`anjumbgsl~EJXBIHtG&4`4qNVH!*4dKRvJWkr)o03szdo=!25yJNTOFX3Hjx=t3$cWRBzvP#fhweT{3D?gFSf^B%a6nd6J!#=g6X9UOi1dd`j%%Usi}E+%yo%9$^M8h??j&4CkoxU6Hi~-c$VU^yd|>Lomv^LO zj+YyjUy7l;Ttz$teI7+LG1sRF=R4B;2d1mC+LaT`{D!9YKc}@RMt$plWqPDd=Wd5l zi6BXX&|j;q$yB)ZvIRH`lFM9j(%vrFw%OErWq#Yk)B^|CkqO3q$a@JNzATM`z|OG+ ze$^xk`BS!t!G~#d&3;fJP=*)9bkcb-cn9BHw5UG!*u>SaCR3MUw_C?bKb$Ccs!;vt zpT8h092#*7SjIRkTo0EZIuzIkC@mSbRB=t|N2=j6DF z8O>(be|yMt+wd3;Y=Mm@h~jzRzx&p8_Mt=OwE{tWJS2z&!{8wK2nC_D0AR{fs8yV8 zMGNv@2-&g7kHRAjfna(_?lPqz4~8)=4=~}cL40sQM+WqsedZ$#a zi~eN=kRAqut}N9oYnk&1QOK=CzBmSfDWz8;aZ2Er(%AML*uiMre6?eJ5X?BU;$X{9 z_`5MjS}FYpU3YT}+yQ|Re(s2V)h}2^{#;U@|GE9Kaxlh>e6SzjcuK^bn2#++TtQR- zwUFiUUvq@awSNeD$xYbrs(ezuwnr86kUam{XSP%0anXrF7Dh8W@lNr2ugrtzYy5tn zVeU_haFkO=^^(Y9e|yd_H0!r0doX9pw^cWRt{~o#GIg)eSsm8?EeT>(tSeLO197XL zoB1#A&RFC^Utg-onr6q*%^Zx~5=aZnutf@*xH>NWlc>O2fle^8#n7E1`E-b~*x3EB zFAA9jd)kO7Lk0+o0t3XwdhQL-a2IETy}mF9jdX0+%Da0AC(rkb9sP@(F9=dRi<2H{ z6y7_aUE@kVgmT=_e&glIh=W=R2rRs$PZ(_ar6cqN9cCfTxFYJsbQ@`Mw?3s#R1*SH zkI5vT_1|%&QF*vVlJfbQutGC+7sw)?$V_OH8Dg zlV!yRF#vSt0$kb9ml(p*`Aw5k?OrhIWdRxZwU%qMPb>x&K%uc0(QFnqM@&pb73Znj zVpl&g5BhpTCgEBZOy3n?zgXWUqkNFai5ECV@{4Zb2$NBMmp$@O#*~zju4%lvvQdn{jPe*K6x|Ua^w}Vjt++^#iaNunyU;H-Zu)z6jwW49-iacN*7Bo z1T3h%{HitIy7LD-XIBZ&lylu}+o_~}6IF1>2H}IB7|u;p$L~R=d$2OS9f{cdvPk?# zxt(@3Kmc-qk#RvSA8u#h4|e2I*t4!=k{57-UCXf5amDtnfp+Xa+q!Ak+3rV;Z4d#B z&bR8((2DY-s0+=Va_n<_K*vx=(F()O9m+h>!iab^p^Esv9shalv=9s)hA9>IXNl`9 zx*@<}iz4kmgJ9Kh_?1zw>+t#nC&KQYP|JqAtPV5A>Q0JmtA9e}Z&ecNn1LPE2USb^ zOPjR8G&okJrkA2=`$h0;eKS?{jv?<|%jhoMq7;>q!x_(Tbo#wZ@rshFfG*)LbLd%S zP zCscvc6w4h*ki*#$73+uo=ab@i@6RNw4EycgJ=#!o0<@(#{Azs?}B^l#qUi~i=&~ni{-#>|@ zXys2x!gmeC{X?qgR6EtztV0-te;uEj?52u8<#e!(25SS3SpF(>C4$~>jgo0(`L=`_ zEpTOw*e`0WSgr4X1^t`n!fJK|V5SY|Oardo0jua3HHsI~iM_Vh>md?$R|J(X?a-8bK<$n&?P(S&)~9Dj6dK%JAJ&eVsM>Lv)w6{y3W)u!i{E^s#Rnp=&CK(JE4;M z8^dTOL)8{qv8>ngBuJ&fs~^4>1Ukpv82xb?tt-7erm-jk^}PbAssn=$PCRl( zb@eym6EpYm+gLE9c_ulsHKQ%(?Rk06c4Pi{#ZA_?ExOOL%LfY&ogb-$KMN4*dt<=q z64(a>hj!j0q=Ch=kdcd{mdeulO2N6SY2v`m(wh&bis0KmvwEz#0^K)I6XfH`=hMxr zV&xxG%SwByJ3_?z=X9ImL&yM1OHar{6KZrIr(#bM(0Ggt2p3mwO^Sd@K#ET~xf^fB-MhB;P)Y5XcvM}EITjibubUFeh29+rl? zbP_F5$rh>w?)`%@_yGucvMy=k=HW4KaXf1tY{|3Aja!Wnu z1M#^VvHYO@tEaeL(D`-^<)2tv_kIr^;3ng0`yRom9++q=dmEjnE}ZEx=u3?JdUOOd z573*1Jh?v6xPLKyamlO86aKFBKO&^3kPS>eTg1N=#IWKDo{T1b=oCcwI#JnSP|p!@ z1AkEC6PsR++9PR7c)-?xY)?WCny@ieW}qcKA^*ETSS1)OCTR$CF$>+F30XV_$HZ!0 zFR%1^^SDI%570+X*>l4DP$+nGx?BV*KX=E^um<@|V+R&pTu_PQoYq{3w5(f(8We`% z-G3{83pDCH#&~P*bON>Pc$uNr*qdWIn5j^}`9%?JU00EzU9?pdR8{%194cpFB9$NX zA(bV5%)G0H5Rm4X4WCKu+ITBQa$#kDjYbt4z*!<$e6hHr(?~UWS+VbeIt=nndxj?) zJK_h|lR2y3(0BJeQnYqUhMQ{mrhJHY_*=&2T&)WhB6`C%eY}MK>#**7?~p+S$kIMX zXV37l%LTCC)vWX?>jZnLR2nhhVK7z-Y!}~^dFjbC@gA&R7C{@ zKVHD3F``40ey@ebu?^%pD3jj!9kv-|+vi;C`4G+x>e>PnUW|`L=4yA0jEq2Ve~~1d zbI*6UnCwm?xy7(2%A(R1RWNyaLW{r!+Ef?`ezh_>Wl6bX1|0w_i3{hlgGt2{H z>n7kSw*_<>XG~|A6 zxV#;#``>vO>zP~(n_0z3VIM7lK;3A0#gXhd279j3eTZRI-o_J*AGmtF8sNuIpT#`L z5+q0e4NGO;`#X@vk~Ow*cf|whtwGw~;5Duh6t~NdjHI~C(4>!%Rj_{V?}ndrb}o?q zwy&2Dj*4CFmPIPt8T991k0SC35qOVSj=@Kh`K_mr2iUW)ZN*C6Rn$GJ%R_<}S z3Vg}Z5NxIqAx#MIUV_fM7{iw$cMMQ=+@YyrvFxNPoZLWq>9-X^@vE2U<@NeP1lHQ3 zi}X2@@l}bJFR4=X`^i^r8he=na>ep$?f+(MHqfzir~1iIy5gQ*1qh#XI|ld-&NA*V z#~klBXOm@xJ)}5IR9n#}V^P~ZK`V<^L>@Q!>Wd(|=HA_?*as)e{_}=F634MTcQ>j; z>R3k~zJDpu2b$NW`hdD?JnUmwA8QR$IG^#zQwV$-`K>{WYR7AJ9q8`9@jp- z&f_CPHim`!2XAINwq_wknalw$#fs@nl zp>EO!10Yyui_0I%+46h0zmvM)&_{7Dkn+G;iK;_vM%an`*b@>H0L5^{M|z0x|Bj#z zvZ`)2Mwm49+6vte0@UbkubJgX&>5)oxKgfKhLsKVIG3vPo4G{|{fiJKD2r}tkLKFi zc&s#1t;s~2HxEB(=My1^5p8*HT+q;izs^672^|DyT-W&Vd3sHZZg%0t7fA@Xzy692 zDWxhEFICBT+JfZv51z#@Az_e;ICG)4$>s)-GOG#J3c!*oC|`Na>QPj_0nc#A0z;L4 zhe(np4Iic~*sCwSTJ%@A&A)=&o-BGn{~i{G7`kza3Eg3_{xUSV%vxaZ(QHFA7yRB< zs5bk4rAEZk5GJb@-Pi^cUQ4^&A$sD74PLj5)y|`9$m>S8&0l*6{pfeuOH1- zc6kG$$My1rMLZN>iP4o+*lLa}CsPD8b>h*;;{xkIZ)D5P>@PG*a(g+S-8>FZ0h10l;S%0EZ3Z<@8M{vv+KM;e=VbPJkbn3RcvOdx~Ev~?AW^&M~b90k7T8`r$9KKYG zGns+WQ|0@8Zs5mIi;-T4khxmxE@&quf!SlY8I;s`lpaLRFj|1N^}qwu89`Oqn2ivp zreLBUgAvR>sRiE!VpOOj z{SzH!1R`y>$?%a5J&klgJX58W8Tf!osEETYVb1-7%KnjCdQd|kXkY#g{vRU~n-sG-nSI zQ6x%co?`PHjC^w4fxHy^JzG1A>8*JC7!W);vyn?3+xCVfOPFJIa>edn{dG-D07M z?zvbX+5z5%UXY)nU+G9Y@Rn!AD)uv@mlKGOfSqXHDZ3?|!4;DqtLPBE}JraP}N!Xr|=aykyT=o0>~g(L;l z%5kf5j0^AaNS2GmrN|8PZ}+eW32H(SF90onXkaJ=5li**sN4J;h!5>A@gC}VOYY{g z_#~_MdTV(5xaHE3LX^cB oZJllYUV7QlzasyCIQ7ALZ0JHe(oFOo6Ma@)G7e(?r z_f`wxO33lGs(L{D@GpWC>s+!X=5nZ}4Z(-H3Bi6ebs!dr^O5Je#YH1q8&wMhxQ!;=nQaq_!I9lA_sJJfL;r$eA=CMGv zyOX)Bq#8Q$aQqp_`pP+nc&W*leYS$!ez&+nqwzg#PRsGW%bc15N*qjY&1js!cF)!o zgT)6whTBYU0kjLH0`LKRf(AjoPrNguiPCr1ade9`k7n8e_~+pFQVo4e{L)s6{0i+_ z9--m0km5nAZYtG=5u{WmRn=`RPU{irI(#2YF(Rzd$ko-W&Ro&ZkaKgz$pe1z!fya9 zLyZi+6;vKdUs(7I!Y#Ij`|NU;VK0juX!rtHqi{Pl8~T}@QQdrp2`Vu+#u%=ncKJKU zFOp{l;`D@J2n?Vjw!7@FWVeLh(MsDbx-wwe%;(x6!~>T7AMx#YeY>;AuM?zRwuxk1 e8cz|?KLL&qm~Ii)D9n4cu&JWvB3E2~anZwyH_#CP literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif b/tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif new file mode 100644 index 0000000000000000000000000000000000000000..41f2e355c1f4fb09b104185911ea7a9ed9e71a79 GIT binary patch literal 43720 zcmZ^~V{k7~*SGnPZQFKoV%t8kZQD*xY$qqSZQHhO+jH*weP-&JshZxkdtLQg=&Icx z_O4#ll9JQ_NB{tU1ONbm0D%4x&%X)uzZm!*ga6ak|4oqp(G>;&0Pz3e|KuP6f&Mq< z`yZqIkN%$=^#5U)e~j@zF~|QH_kZQ`{x4Sg$6)`>0|1o&@qcO%{(As?5G(-XAJhKh zz+l+_>LUNRCJY2X_)mBK$8}-A0Q`U4_>cc{A^xxN_RsPEomlVy!2G}12|@s1kRJf( z(ggsTeg4(V`fvLG+<^YA$^Sk6k3=f)|F-`V`2S;iB}oPU<6<=U{a^bZ{!cvs00IC2 z{XhI~Vg9QDgVu$i|Hltm7X|@92Y~;3F+hMA5&-Ofth*oRe=QY>nz%9{$1g$#LY3dL zgr0V`CWI`^a^C+(^#)KjF?<2k16}|c*Rd)=eF<-cpi!M2o31GJb?1M|6DwX zMy|;kKz-n3hpp>nGn6IWgEpvEVMZHF@NYN254^&#NjSi$AnM}2WBt$)@YUM6r+xOH zm&`lMX#AwCiI;i6j}&Caq|{@jpsb7uE31l}g)s-8qdZICRxV-ZNz1aSpCS$An*3ei z=AIo@655vVc}woM%wdI4|`;+T(vVMJ155xpd3-gj~|cUsys(dN7j6_^~4|yzl%SSEu5;ohWxZ z{8eEUK{wA*iIsgJbE@w^i z-fPrmi^;`#LjaI$Q&X!WA+RdvFSSuK(YgE{3D00vrcNom3^FXg50QJX;NVLFk8W6M zIT0>R6HMtMOqqV20Yo_qq_>tHr+X|0QS3+u^Pe-%6FC!S?e`F>_PlF1Y~xBoXw&QN zy~=chN4}&fNlU_>906mt)##!!2_qD>ZHLJ(*!AN+EbziZTCPzv)yFcgmPxX~or;3m zdJSEq@qRPB@(fhY*&A${H_0AkdkB8^?X&7}Gd^Q7OT(ho6@4o%Pl?3~NF7^p=KPq$ z`M+oCzOA5J3K4lY;}9N3P9;b{a0#FXN%vWXVDmma&%j|X5CVG%dCp9vC%(qGeqrC5 zm}l<~YT}o*DrlqX*;atKdTfNJ<=HxCf7ysx>kJGU55#L#PCfpj*l+_6xrQBP%E-4z z^q*!&v>Lg0W1pLWMYBq1-gOg^-COhSYCkDdJ-9*X=PuWBs)~krHf4;bO&{{I3k%<` z&Uk%P<9E|+<&U6Em^VBJhTo#7lzqjmqxD{Ow*cVAh+d!E{Xi=6I|EOB?YH3S!5>bK zSEz&RD#4vuV`#oMWD?CZL8<(0k?G~mHHATU`n|u9jKtFatH>ZB;wKub*l{-v4XtyK zf2w!Bi{OBehDXG~hjLx_2HY8^3>fg9hYpucEBN#W9B2tsPoMb*8{PMA!EHO)l<%@L zkHfI{WUbj=O5 zKP5imqBrlH!eXyFLZn^-uU!ZD#Xi@kKGbw^G+RqlKv`z&cWCx?qE28b#c<*@F&XhtC{mrR8N z;1|El=n#S!P1UpF`XLcK^J(69KVH#^E$lea=DThPE#CiJ>S+}#&6}C6Tq(-Wle4X{ zq!u&LID4H7npbc}D35ia@o^EkOI$QDs zcZZTwQk0yFa6nhry?iX?l854q`;wJ#0U3!m(z~1VyVpA_Qd{lhOdj<-1w0-&Q$ExT zK#srbJ1L0Fcd@vZyRZLuyh`nl(!9xgh>U^z?JE4BpM$IfY0``s9@|7>v+XIYRzgRq zj&xGi1*b02H!Nwe*2Ks!3lRvzMy|8($BY89;?Rj}6x4}uL(AVamq_m}VC?3;?~zK6 zM;-&Qso=j%!G(`jN`(!eE47`o>Z~I+jF|b$IEs^~-AsgLUtPP7`;N$c!*H^n8stZ! zx^!UZcpKbhes^T=)itaQhejSN6_SJUM{X}TVlibPq7KMiw)sgG3koYIj(mAwoElD> zVo%c%$3OZ(kVB@$T?+7{T77GT7d3sS(0k_`a`!)aldy2Pw9^$}{^h@IeC~oQTgin# z+l~M`nHqiVxO#u}jAJmZyd?a=bg{>^m`9Hog|E)D$OhK1YP(#;-lS0@nk)kYN> zc7WwQ(^ER1`#X>8t-#HrW}llNbbg8fIhG8)qJT^qOL2-O)7EXj!V>(}j1quWJYd*P zRkOJqD5jX#Vqj_k!KqXI6=^<6xXK!7bKPd@M=Wi9X8yPxk6_LVymW*1cfE7KLQvj` zfoBTJ=+#vMi=Re8pz2pQAgSaDXeP~9zy2J)BX*tuC?}XF3e@93h~=_T3g7t{bOM^H zK}x#rPnYZ>o;X|Ka1E-x-a?W{8YO6631ZLNT9QCwCmg$dPgL_T3>B}}Iwt)h~32A&jAC_esu zVi#1jfcSz(Z)&|K=#w2y0bO>plq&WDI@(0ghAgTkdL_Ul9Ui-O2NJISRV(E7hC?NZ z02ke-H(M)9WcaXE;+k{<#o!G-KlQB0@2a6ucx@pcIlx3l_ygkC#_F#y7v6zDC0>v( zc|`LgxA5HpKY=Q8+6l9~ibn3AOh^FrtBMNNeQo4^laN4yfaYmkMgqS$lNI}&TS&Ar zie|ORn84*Wc&W6|;2e?bVhPjq>~4B{dBQjV7k`{;=!GgqfC<3AUgYuGFA+L=Jgvu4 zfk^pd0fm|z4yA^>nlp?uVGSyAItsjkQuKg6!}}EULa1@JkV}x5@||&n@$$W=i)z9@pZ4N8 za~F~Ne$BZOm`9iDBbMT^BwhlTlpfJ1%S_-_z4PSWmFra;D!Kc^huYdlae zO<$%?cvGAVQw+A#%kg;5?I;0c56HS(_N3S(kec)^$;~mG(x96}LuBP_SuPjnz5Fj= zO9~WkK%Pe9`Psp2#uy)Xx;l~E>or){oLJfzHD;^^9;CBH&jyWRjJ ze0@*>2Bvj5p^GA|#^EY-^li6b@kB#n_i#^C0+eXK@c?VpCT8 z36Ypt8kOPa>+wbJ{f+x-*=FGoxbKzZ@K4CgUrQ$Aql%~Ie0&W@)wsG?RP-O!uesZ1 z4^juqgi?Ed7cJ!xV*Z?QbN^Yoe(Uz@x0t+`|AG3E=%JQ#6f9F^(+Ti`P!f%TUFEGC z25S(?J?zzPS=X@XBtZLtV?RU{Y3l6;UZ_YT5w`UB(y;~!(C{dQHu4b&s-WT8G`i_L*NH)VB-k8c$g9y*`LIWa(x5R4r)Rq$A>H{sJ zC!cSDU|&>2Q8tn!WBSSCkR;)FPN}G>-*6JN2SRlRl8M!(nqa|c7%s$_OBFd4vl`U1 zVz4S4`z#!Qp!6-dELOX6d3V+7m8A6~Y9RSi7~^w5_ZYh(6}R4#{}biY_p~uNosZ2w zaEdtGsU1Z#`Z72hngH(9C;QnR-9yqTa(vXD!oZkEfxoFvXTg_tkAMtypd3z_3}{va z9DjE5q6NrsEyHx9N4Mm1<6;LccV*0@^;zdA8z0b^3&-Ltdp$Hiiy&6@KUpy}QPvwKPQ~V1fGLgZj`SYT?&r89YTP(>9eTKdsDkC2&e;y`bEB4V=Q4;4b(hb#y<-{IBkv1zqaV|!~~biqzL-; zTc3V@Zp|5v@TnwzNqhWC2eS&O&?IcC2F|_Ki+k_c$S)EU&R=V|K{(a6rbe*CtkZ0+ z?Dqw5<}~8ME~lmbt$nh%ECH8>p#XA6+v!(b`iLIN+HtW6@aNP4<%4gU7NCPtic7j4 zM5iq&Fg%_;136|$w)ysE{K;Ld<0Ankk9{*8JXx5uSQDlY_;Iekt#b4#TJ%T4>RPC%1~nv0t^bq<57gNu;$Jry-(2jDP6}Tm{G32`X-9tdG@pdUjf7%~L(?dS%2_jQ|)wIqp?0J$zWwy=8R$OWSFqXH#o%yfn$x{PbT!@8Jis&QNERh;T7@jgEe$56{O>!Mts@ zQ&S&i*>T|V;Po>f!RoJ&Q}uMtAEjB1Xeye|;&Z^nZsB%PyJXTZtNBSrRolM(8pS-7 zB-UIdE%a4xHME!}g^1*#`4M&rmW5q7_yl4?j@pFrAlQUqWq5HMzWmM7GO@-*TFr=F(-`#pCNyFv13>{eb216ge~THxTnyxJag>(C?j( z^HtcZSb!K~js)q6$?1d6&$vazOjo)C>DbjpQ7LXEs(pzL)GxbwxsNR* zcgoJ^`aJ*&n3fzS8bFTf-yz5U_O-mOdxt0Nh4UO}m9QwwasX26|BCXG&kGzp?i)A+ zM*U`=TboGG_;woLWO%5rFqv}*~J)dE3`n#NwzJrC%HGf~UFV>U_ zZbDm15GpV0TKceysUlUGaDfofX0+%DzAtz|)7)E8p9e%;q6pBFGgyGN5S)Pzc(!n1 zitJzehKrlpa(+e`xYy^kD193E20w;BK-%s)r3p^BqamDGFs8GzLyB{_d^tw*k& zPymd+Wm_Zq{QU3Z$qP)b?rag&t?GlpaTsww<|Q8bsPF0x(;COKP@YPLNurI+tWo!C zJk$F-f|Vu`C&D@D$U_OAbhy3Le2ZCm>Y}hQ=;K&517MWuEC!OGT)%?3AXV0=UVJ+M zHtQspPO=tejF~g8o&mO8p-X&nd>`l8DhZ%<~R?uQp zm(+>^G$Dj@C9h2@GAGVXTkbElSa+q7O(baH4`ShjXLg8WpoN9G*A7X2nSm_-yk0}4 zDS7{h-N3oxvHXV)A%B{fp$sco!(ju^@2IS|THlh;G$F`1>rfx8r(bBz-Mf(bxYCaJ zfLgYj%OS&)PGOjQEw=hYG`ZzwAMl1Vl~y8}B&IitYyif;FNad1n73@tgG!VT_%} z%gm5=EECnL4n}*qU8pwU%B-C;_(8-VCo$>~nl@|9&=+LCk%vo$qP-kV~v}+ed>|Db7YfWipfZ}aC%ZFTORUMUtS@-%i z{?yDH#dM3WW8e#31-L7MV7LtA3YeV&C>heo)S2Ga9nd}_8&KS!-;a>NbN|gPZmRca>6w!d}JGVLQU9; z%JLoXv9;r+CD=9liDy-gYAy@ogTs(BV!NgVBsE|HW8N~?pWqorHz}xt6KgqmdS}sJ z^;pDwkaythbUBc~)X7gC?0apZ>M)1uw>!Cn-wu<O7F@(eWI|ADn7JE8>@wSx(5Y8gjVytM+pLkDutv}9faJHUh)ZXKsKUB{ry08DJnljVjRWy>Cji0TYvf09iVNflx%IO@4V3JZUXnABPiS_ z3zIQXX`o0N)m_&Vx|2=UT;HN-z+tXO`Z% zxE{h$?E{t?lI_TFRi8y3tb^7PctKK?Zj~p%a*39ftD_AsQHlDd%^_(M$WR@(>Xe0A zwp4D7(utS}iqw3~{|qGc$Su8SN(a_S6=wqxS{MkGM}mvce_}QMot_X&HQsZmrRF+fP^-qt>+8~fOEkju0#EQ-o)N4xTEM#5?x#7use2bkIe~M# zcL%#%gEb;~Rfsn?%Ic9gw$cr=yJX+bXPSOyd-f?Y^QNSUSB-loYE)r?CMUaiIxUQ6 z$h?Zr-&MWi&cB}{NKqTC`8mN(nhdqWXt>q+vU+Bja-~(;^49xBxI*kuv0Yo33HCcn zEqQe9R1dtK@st~f4hA>iPblTo50F(^TZYB?;0dGj=KgYcKcK+7UHKwGVifSe6a<#V z@S__X85jJ)!=eHhw1^dQA^$ql#b+Pef)tR5yD;nnxl*okl!NaqsV>@5L90%FcmFuA zbVq|tpyAdo$LY53R6!`VnQm71Y)SjMZhrlR2qHk<_i~9V`P@0ZbUiz8g^o-GdzL#w zP#)jv6SB2MHZg&#oLR-hlaOkOCVu#$^q4o*hmfWym&k>r`&vQ-w^UxAR@3t4N z_ScEuHgL`~WSL?}BzTolDgeY;n*;31Y6Br#+v~VD*eV6=@4|EASaYFW@3!p0or(r)f>UqmU40_p7{29d{7sPD_x&%~N_O;9tx|VLVpa+?7a89=5j@ z$5B(}!J*GZR3~1GJ~r#Rg1gTA{Jm*WX8DzE`|%u+z`$qqFnc^k=jT^;U)>;)_9Y$K zW!Lzz>a)4k0L)H={@vUTx>Ni&iy!6VC({tXQo&nII!Up>AqOlG5NAe;rX4 z1#yGhem9x7vE`=F@b-LFb^|IYer^(~4hvHu8(vY^RY$a~pi_$AxW72>to?m^&RT|! zLq3hTvxFO*ZfF_RNymYdTUg8mUQzH?ma6ihKEYq8u<-DP^RzB=dF&GtRfC_j!*hOv|`yQY{7nigfw23wTi0kWGY5Rska1hYD?jSt*k2f zLSwRQeC|TCj+7QD^15)!&OHQ6>N2sXY{)xFDP-nGh9>x$gUj?%;v*{>kQbNrX5R3C zFj$OVVq``WEgp0S?K z?Yr;8{sb~nzFKJ}`VZz@6zWvmX1Ix*!Uxs@K|!KT&7l$AE34m*qnp!lVL@M#CLWP2 zjl!0xVbDf)vsMs7ZZe$sgkLv8(MSUGPVT}aS@_>*K5@v)9rWHWk%~u~a@i^j#Z0T4 z4FemwKXXvPC6yg)YdLyp0%z;@0SB++yEIGDS1xC~V}f@{T!az^_lG-sxJaA_oKwvL*G;pPo|WUrxt7$v+#X;pp*W@Io(~ z4B5Tu9V}q3SIKV%V`<%1|7}Yo?)4I@VO0JliZqegjj2ERl|z)`<3ZZ&?wIrnMPv%T zmboOTyTJ75P+;&Kpog|K4e{IwK=}k-7kSHxbH=K>TFZ*qo!HYSPIEfJ)l4<`bo!>F zrz$H>nTa5EqC;fbTM)A^5h5W4)2^52H=UhV5Mgalt)Bu_-D&Jke@y#0@oZu7VE83A zoq83`(K?){28V_=B0Oyrnc_G$VQ57Z#&w#Yc}BBh4$3G@gKWu#{og$(P*x{$R!Dp| zqwej4gA1O@uepvsEH=PanA9Jgn+r7autZVd)sR9I1ah#8?~TeVP52=Pi;^?3nCi#5V2$#1T>^iKNM_3b7SYVTam=($^Qds(!-nzK zQar=BMeeE^i1be@bj?N9o#*vjTNtn6RfJeJtFmvonnERlR^v!gA~8uLAQ$ADa+`!? zdMSO^EQbYLQz{vIbu&a3s%lk8-Y%(N1Dak*K;PTs35Vw@10=#0376b#Ux{ESS~nj< z!oeOAEU>{nONzkE6slr6TrM~XyvG{WwLS%*P*xSdq^X-a$9`jRHy9K1_?@X#|N66$ zqGmb!EAe7}nEw()_QWGE_nQH(XL?g;t5Yfblhob4fdFDrC&+$tZL1%|2DhKmRgY^u ziyc(J`S`oai%n!9+z?n0txXy-KU3Z=0dg+>lY03=3FEli2mxX9vzJ+SqnMTBFQ;mW z5pjzl3n_ku_18F|V)%K+6oJFD+;8Y(&-!}>y*a6zqqHq-pt#2%OE+8C$N7fBIhtpzsh3ChBKel6wSE4M~*^x9`B|`VSZ>JZ~ zWzc4heBfS|Dxs1nTI`T&BjoBqh$;AY2&{)M;Ho*(82H)v_@s7lG}76yF^EVHY6=id zk-@>SoZ?fW4H0a|7ce2@yqv&c1zc^2kg`zYXdGgNY;n&fa0SPU0T>WLt_R46TzP?E z*<1r3Op8vh&=~c9_ImUe7sxh%{lsTaG+%d_!r~ff)Ci0|?q8C7_X;P=xDjq9RGdnh z$+q@CP^3V_n2A(^s!F1&e{hd2wO6gh!iqAVsvDAXeswR42z7$WWmCmKJyWwJRx_+8 z#jr;A(|kdh@?Iqk+@pk|$hmwv5s;dyyh@gM&`e1F)!+wh{W&TuJ+iN3)?8DJo?ru* zc>9>q6ux}%hE~Qne@yRu6KT3&BToDsN_`2#mBHbZWN^lhFONKcBPAG?hx>mT-_Cy| z=o8C32UR14RE)UDCXtS22;U9>J3aCF&Dq&EtR;mW@lMScGbOb5R^91e4od9_A1gHb znGEBci3AVj1yaqqe=X80-*OB(Z)qqsIV{qgL?axMriHO$zx;xM+>Zxo&BU{n4Y8Z( z$y)REmKtU~SY-?G2Kx0KTo1uYpD}`sZs@MZ?t1VEwjSbKX(0QA@P_Ca?Ba}8*B~*$ zz9jsBskAdVIJjZoWqj1eUF~y*+nZo{SNIWnm>ZKOlaQsQxkmc7(64Z=`fB~GfJ`}% zyO7d=NWiBI?}-&w?@rS5rCaT&T9loo>3lE+8@Us)V*KWDS_{nFDc{0Ar@Ichoml1k zh1!T+-d+p^xjHTR8l3_`*h=*#a)qfx@|GF{Mi2`Ru*Y61Ck1B^=Po-^y25uEK+iwQ zzK7Y9=rq7!$3s>wX{6pP(Vj;ZHA%Wv6b984aqLv_n8IXG?(SCtN_{Y(2OA8a)1zA` z!Lu*v!`Y;Hehx#s61)q{f1EHbX&N);aiA0jv>$m>$dR{-!|v@GInj&Isi#V0(!_>$ zhFZ_SD~Ew<3ZTiy!B&X1`35ExctBLlav*HQT0`^+7@dA;UKZv7B=fwXahydPx}OFi0y92fz2_{?Y$E=#H}6BFJEJIgvQ(RWs<3sL60SEB zauvInxQL|`=$KE(rg)@(1eF1A+^#gDq0T*b?R3e4%V%O0I3o34fx>C&#jX_if3#NHaVX%689f(3NSLwQ|Xq`xwF7n+R%leSdd8Jfn_y4A@P9tk57?QFwcl1>Ri} zE9t+k{spfT-h)IN6;d2CO3mlL>czF&3b~3)IXrWj)8<&pzNl{ugpaXlOYvz!XI|we zf5xrF>{z*HWZS+VFw8Et92j-gp}hjf=nu`GoL(2<9^_?=s<^aFp@bQVkchAp_C?JA zTS2Pnhq-pBieuC^iam)dfq0X?9jojSOCOMdRGBo5V?XUkU8`%mhYa!Vl&MLtmgdvo z%Q82#?t5sHsnr#k$G^~ezsx-kd2*xHWpjC#5)uB*FV%<#vQX+|w}*n3y@-Vg{mD{JCbi<(!G?ZOVH&R={& zXZOe0YE*2w?ry<7frQ^1nB0ROXs{36ud;E(bz-+6prCMVG!Fwaj+NFyyYlW)G7CTQ zN%{b2k$|ct@xU4>l&G{Bx(3Efl>n|nmYy6`y*NewQTsL^l0|_JYwY<< zIN~1=w={;Vtl=TVLvO;JY&y0hOHxHV(^=K|r03vG>igDCN!9ul{(K|qXjvV=ARfrX zEO_rXk``u%o0_(xCt}P<&0O1FJBTF&k}TiN%tYLWqrl#N>NIOX*M?qqN?WM4!%p$& z57QeTM}+IM!g>{|M#;}AD#66%ryBI%0aADED2Ky_D850$lZC31pQvEaMb}+P3+}Oo zUwg=1HU$HS25mUz3}kp3xF^i_csM0PyoNp{8ZxhgcCtl0v4 zH7S(w!)a{U`nAmID2CEavi2vDYC|l2q|_w33b7v1PV z88I;A;W*(C%QWaFURhKGRU6+y&o55ReKkSL5m0sk?PD6KMJF&nB6S9@gBGpe6>W zgKo7+i^sYiog+hldVRiHz&^1-@lt%*7~<0S!~4O4yi`huSSev7bs@F?!q*fNeMtSR zJNoU2jb!JaHj1jdrOD32D>yZv72`pB2}_&o3K)RrwGpO)mRL>?XeGN*V9fU11In+& zb$}xBxN^_MaG^Hp(O`?IqK?9pXuvYuvV_qMlbJjVogmT^MO~~@F%r9wIU&_d5{Mq) zCp&jLqnt5U>;iU5=PO!vuP5S~GmEJG6&TH7k*EN=KBmbPak}|+upXB~0JQCiL`&Wy zhL(P>i72*zKD{tu0`cCBfqOOvp#&u!My(wZb2wnReap8l0j}1Y&L7Y#2JKw z@31aD71R9_$6t%*^mL${!X?{@wy=GMO=EPwaFc&sJ;C_WkU9nP`SCC->I8#N&+TC( zgOL^ZqDocs$L~Yc~d0R)IWx8?)F7ny1A#J!% z5b>SB4vFTati|=J3DEIo9D{gCJ~RE4ak=*u_wnd~>lr%kA8e7s*Mxccygqw7Gwx`S zUo$|>#4u0>3x@C=PYu=CnVS~h$rU^2cMYWo<`YxI5(S8M&N;R#{^I*QmUWYH!DM+C z!-JSID4;*sCW%>*@PEsqtw}(Rf!kcjv_CZl08#p1&&QX;r-MSo!|w-l#rn1KMvrE{ z+~Wo)XUaW#WvJyaL~55ye5PI4vvkr(tcQdVLWbrHtVK64%V8!#X_2U-ww015>Bpk4~AMhvdQC1yd{RR+i&gNx0B1v($Sy)XZ>i>Q5&7sYPFC&9H!U5@{{WVzm z+J`Ja6q6HIUcM720UE7sq?I&uiF}txipZ%b%Vcy$;=9B4D8}U?mYk$!^Khpc)X8UA{ z_-k!JmLoZKr^(60_<>Ww&7*PM@k@BYANiHG0v}vy$Q9h~VH#B+_N`WlAwnR7nD+ z(S;8o;#1e(l4k^7+K!``>X&cvd7G}3PuYrS4p2%?$qJRDLwte~K?(MsfC?${RB9U| zAyjbqe4-OmLXFQY5u292hGt?Um^!=(B}6Q;PS<)-IP)|gWA!TSvlF4vqA89;wix&I zdOB3tWeHO8m9oKp4XNABPA`xqr^5xPNoe*uDDhNZ{Mkg)=sKnLfZ+r^$=2*#S*!RNI}P^+0#(UA;UMg-8SOPKQENiRW3?Yj5OOeWZ_fwG@&EU z3)CXZ5s%TXe6$jKY=yY%-^bK8hMB*=2KJXQNkjB9WmQFFwvOWt7=g&p^6Jv%f|*A&E}MNs2> zd83?{u*@x#s5C!u0*NHJcu1|$kR%7DZ@4D?>CE-?HjYVbnn|Z?SQ>mKFHkensJR9u zJBBlKGXGTwRc1*0;G;|p3#%`xohf9v>YHis?il^=AF%>iMX-AKmmDC6ke{Kwy(xyr zxvKs`C#$=<$Z}=sHTX_X;@UJ%14SjTg;Q>_%egz593fPBf_aCe40@s;ypeR=MY8#lELV}S^;28RM11!?5ha_jAm>A2fw42}j zV-Tb_ojE7uGl`8p#2@B};9;%jb+!TuWQqAz*VS~mdXzqag=`v%T<4@g@V&Uv|H;=;}H1y5Z&cOyA%+~ zD&h>xd`rkD2X@k}(E*#+8+6f?ovn&jgc-yv6+=B}*P=yP(#U8h2V30xV4|sDSwMG^ zEk@$~OUXd;WK4P$x=5)axrUG+ise1w%|lI3B@DDq8~&PN$-tjGMmoRPEQyJ;06s{X;kdW&qZ5>$jd16@`om zycmllc~|I%i(-Za2?;XZdd{%Nyn-?);kk@Nm=z8oW)|Wtd3Shw+W+elW_G6RyeTR( z8}CMUq| zuh`oPqR7zl`*B;S`h27*L&lmSLIy0Qv_K!*@e`CwAQ5Ja;}WOIMrZq58W+~XWc)&~ zlYwo+uZs;^V{rkRcrq9#N(zoog$W0+*4LxO6yWO8oV~XDdo11{v^aUdDmy2(WL|MT z>XC>XPmLn*qd9U!6J(*g0jhkm4s z%O?Ss2JoZkW(Wfo*pu4EAm$W1wE-JA^Qo0!cgf_6f>b0NBDhdAShdPT84r_a_e$T9V*1phq0ufNsZft?IgG255B_pGG>?Kav!gu;mE*1^ z^_fx8p1)1awW+iwi)zD050=Ceq6QoOy0NbA);!dOmgT{CI%0ut@Ncr)=E0GRbZWIN z&eAV7R?R*NqIj?zFZzY-@A*l9>X?v__+;^$3y6_vuO&YTJ^QworLv`R2cvE zW%?e=S_8&1sUuQ#CtxvR=d~iBtgFD%dXn*m$q9#=81$6gyqizQS;JgN32xwY+Ie7; ze`b^N1TiH|oWGXg_1)KjDGKaf)ON;+V4%i*N3Q)_3&>uBrNYDylj)M^568#MS?phA zTfcx$4yDRUjCuU9%)s$#|0+;vFS6*S@T=)0w8UcS`Ah>mW7y)W4?e^skK9=ZDibTo8~rrq}`8 zZqIGS0@0cjddykT^I?BZCZw*l%%kDPe}@;1JTTd=H`Q=eVyx{X3Hlo;AJO->xKtF( z2#5E`G1CWQl!XUBNST%cv83eal+9}*V=(+pJTJo#fE$w&Qr`uudgujFbbX{$z6><$bL}ZMv zm>#FHgJm=7WgZ?P0}pesB1{7MwsuQh@k?1EA9!Du&7T3LBO)?`9rLyjwSA4cRI~_N zsDT@pGH)g{#yZpkYMB&I;KepKv<1T;yA4%?yusN>B+H6RoDHvG&$7GCVDho6k(sy+ zyIV0MUSO0{q^vFMsFeN^ikxJ$L-OF>SL3 z6i1G!+3kki4G|9>!tSV0)>{-d9anpz(V`hv)b?h;WT%|Sw`EpIfa~-bvUc^NC6wtP zhMJX^Xlvsk*Cpni7{m>psgK>wFa5vU10PR`q^_xd&uzVpjAhlT?#Z!ma=>yb;VSYd zvuC3Y>rAvR`67cI4({=-gLl~i`Uj$;>!JT05j$el<~e^)uUn-t12;q6FvFl-zy=mi zC1ue)MA+VyfTzY{$tP7Hsq z6RJWni!)psVH{k|w>355txEz8AJ(uBs(R;k{Nz?Bp`8_NLNA*OIEnIS@FL?BmcXTE zDzQ5svTM(}^w^ILgV1yWM;)NN>6ur3I-^>l!+;KsYpO-ecbFzGa+0~A9G5mGyfyh* z5`Y!M(jFCr7iN?NK{s#pxWJG}UBX6znnXdJ<$wgXO`0gUB>=XHVPg0ZHK^X(40*z0 zkzPa=x5vf8a)i6|#nP%Z&%!FwN?KpQhEE4O!vp&pCQ#$OF%hYN(c3qmq0r$(m|Dr_ z&hGCPRICIMCI{bZrf zt|865A)qpM!oshyE*EdOp7_YupE$s$3k|_Y1I1Crczw`(h9CO^`pj#FxZMW z_wLQD4Gh2t6~cg3fRsG|X8Amgn(&>`4Fgd{FjWL%C8CA}Y9wK+|0ZDcjb=wg{@=dy z@hzp|DzR!5_6$sSrq@YBneM!l z@!v{|Xv>>v4NGpWYfv8Twm1KlXE-S35N}PkdTR?MQ{w^Rj-4BffEX0I zY7CySjY(FasN*HT0d{B8%^yb%;Rkue_UkbzNNDQKKk~?9+k@1aau?-2<5Kh}y0YME zK7*AYqB>4v!a3;IbkYx*NyF?IWGgW?N!>7Usgzpb9A6NxWG?a->gxB{z^yx;*O~b` z3%f!O*sf-R<+xYlmZ;cM5kzVA`H+gDnyEe<0~OvkqP^d1EhGBSL4j)n9k7;6R>|svIHnjrjJ5b|iUyXwPsr1|ejkfwyaHuFuU4$iofjmy{xt%rO zHi2jXd_eDd)XdAZWqWfqsJu`Z3(|f+vbt{9@x#K(kUKF%n;LG#=7-O*V?;;@u$g_m zzR?K_Evx>y_}GkQBEq9o+XnaEh#9@%Yy*tDMgveUdU$N3(C=!&gUUmmVA=FX9h}_1 zL?M%($BG=laT_?_L)M*=C%7n$sO`!jt~asRXFbS7M9$*m+z@pX64|C-;*@uX23b5= zR7Om@enF_LvRvd@>(WOsBOYL91&BB!?;Ox9@`YZ|CH z{pEJ5`Uou8y-WW5=r;Y;cq(L-qrRY`4GSkUB3s!r49h-J-=cjY>+G$4kWPi<$#~Aj z1H-ML&xX?NZvGV(z*X9D)=KVoqoPs9kdXLkX~vWvVcGG%xr9q3NA>e&1jaZCV> zDveW(S!bjc8nQ1WzTX~hKFv}9+e+04TAyZaCarpNRQsdq-lv!t2OoqEti&q08PUg~ zMov_BE#8=~{SDs#7iMAE7U{+@`~TDUHfc!qf;d_|QjUzTuMCzgTw#*=j75O7L7MLN zceO=wtMH+L-c zOi@iJ)j#X92k2AZnOSj*(8eQ|$aNBADy%D+g!DRP{2eZAXp>=`elEohMwLgZXjU10 z?zCE}kz{j`yMJJ7EK#%$5AK$XKzn;s6Nt9Z^y#K&k?kr+gF^oo z05w3$zZvu`Bsp%7o|Lf{<{mfXQ7)S-K%SC8SNF&nE5T-X~{d=SIGu@70wb(Ofk=RHW9_LD6%_ojB-KNhYD|UVvz*B=lc%H%~3LnA(nqI7=O^~ z3KgsZTETpcA4cfN(MRet5xc|s_#zt6z&%nzkbKy34qJM^Cx+4y%FV|jZ2_RMF3XZ@ zfNzC~YA(6*{Hkd#X(3JFv{Dh#QInum{TT}=kTI?LbQC_Aoa-1BS27ppUR9|AP>I!j z4)aBblWP7z0}r=di%MqRMzXf{NGaF-?LlMQgVqtDbAk$4r6NM9eXi<)B36|wTA7r} zu$1$%M{VX)3T;3u)GNo&4Bz>tsRmR+(4_woI~>>pRa`}LXnGvv`)Mvg{GNt^Gxgnb zh|++bgY^hgMm9zNfmXEO`2i9Mf&tz2?`E15q4=o5cd)eFv3&p4!YN%+sa?M*&0*hT zeClf7M)p~=Vh9`JTnh?VdFQ`b|J)U1A3c?k!-y5Chw}+J-Mlfr7}p#P$3M-5()0*( zA0`Aggfc2aIQ}0+O&~?}kKwT~UdF6?x_7nc`I86`$UB>G-(2$On}BR-9{n5O9yyM@ zU%ar;da^KgwCt>}j0)xHBkDr3ZKEspxa)VvbJ?sK7w3YyTPI(Qz~#ij8imA_laR3D zrgLwq{Zkiu>5df^Q0GdEA6#>d(gQ zoLnjecyv={fJ|RS8TB%;6G&-geSRie0a8M|l~mH_%AM@ySf z^{+|ko6j>u9ITfAofvszBKX7a7IY&Cr?_D9fy&JTvhfI+Oq7o=Y_HJ3eQ4&)Ulgh< z^e$-;#_w8%tjA!zQhD*wt1BTVlG$HLTti}m+Jaj!MM$86!Ec6NExGeZL99&6c|?pM zHw++)=$O1zCCK+Sag9qI{-dS`i!zU*tPCuV=9k^#lo0j(X3o?u?V%{(ulVSs64i{E z(y$aw)J4rmr}fpIb^y5Yp(EGTl{VCj+9NbqeCk_PsP9s#5kFIg@4ZCX_>*N%df<|7 zokH;v?YeWS7R7h$&c|=7%S!C zX%Km#s@g^7TW*k(OYTSRleToeGB;zJDjq-v3!s``f_64waLc%VlLtn|vElxl#NAvZ z9T5$#H)1|%eNrq%6)P?6R`^M8w6^9?p_Z^hRur=J`i3KSx%H>tE#zOWM8!tkK*Zb( zvnjT_ND*x|^+vE~QDN%ER9?}37et_Cd86yc+8dsj_gdcIm> zo($iPcyhzWXSB1g+1X}F=@;mo5ubgVIBH^-!Az|&b59?;DIMeK=}=V85+^DKA^noj6sNNkEpnvPBZ_3 zQe^J(GNI}zArnRI)vB$cW5`iI822@8zY?M(kEu9Rj{Umlw|D#io6=s)s&qEVczUA^ zDd#&cor_Q+-@P28&8W6(W)y1UO82exhv=Mp=wL$uVdPm91w#|Myj($30r7N0F9Vj`%F7?M5%8kG%>-om;6)&>C^j0TJtRXF+IwGK1CYTTEiwJe(rE``k~4P zy)LjXK@IM>tm3=km^!(h(QW*%MNXzI^CitKe6sec-g59`XY;XK?><^5Cw@oytPi@q zc4Cj};^(ac`2J5bpcPE>WW-@nDsj$Vs`%gqnHKR>FcdN`F=F3T;MyTX1F@nq-bF96}Mwb{eqC9O`uxQqphiVas2qj*K6H|FSpY>)o9y?5^jEP)c_<1+l9d zK6pSo8P@GDKU&&i|LGr?=an8tW~EOFUp?o|$iW+-cG#dSKN zCmr#3JwJAUbmks}2DkWo%TqNx#|02DlY2`^(2r-V7a(Po z%)xdJKEf(Kag#Fd4WDq1GUP;q5$WGb3)F#K9+GAl7+F7x90b8P_5eGYJuDw{^QcN;PJLV!VoS6(XQad zR%~L6j-CTv|8&ydOIi@Cc5UWmWY9P4+_x}(v`^1%IrNmNw+YQE*p^ln?%Oxw*FV0j zB9ZJ`sWz_STO<@_5`<(?3}}euG+w!({W}flPI5AuLFWhH_742bTI?*WJi-7FbE(2I zK?t+oa63G*z7&^PCSCKZI^SN4+i`sXY(}28a8&Z79tRSpe4hx}U&PXM4g999- z=yH#yo~vMfwHb%TYv%_&6D9eAvjBH3mVTjHCkix~3vr0)W_)-CA?DqV0C3~U@o>(s z%(S^m$&T=x9;VwW@jSqAJ_8Os$r%*mxH;%-qWypze?RL77J*?wI`2RfZ3SR6yo)G; zfu(<2l3^f3Dap!eUv?9JznPGUw>P=Cl}zJIAV2 z7}y=Y2!gzp7QJY#XQbdbbmi~++Uv&qLwrLr=FNYUF=szmDTvIVJA^?kB>j#2T3Pqk zG)tw{+bA@zXLGtkNd%maT1oZaQB<5SsA-mFuwspJ<3?SU+jg2hU{bn&NKdI1``8{K zzg+ezoTpIGohLCgd|B%7q|x?B7=L3Gy>KOFV}RoEPR!xh~d?b&Kv(o zSBybC6}^qHg5i47$0}52HMmJcGRwOw9WYzvN6WD=aaV2M{cC&H|rCr1i>v&aRptB{lDW-%S z+_*QZbYMMPrmF#x`sZ(OP5tbSsQyqa1d+l$z2>$4t8}}a`&hie z!ii%2w{DB)3z$5?2Y$3PvKz{+)pZVEMPPyT--oO4+njro$09l&fD=zBU)+N<4gzgz zp$qZWBu~>H?-s9&tp;(ckLf8yHdv!9M7ufh>VK0KoKUM-Fu%=P(NCW$9z1RGseWwL z35}4kMU+#-B?v3MT~@j>Hb;9ljrXV*fj#56tDEqbNvDZ#E$Uo3+ukO}z5_JQ9BOoT)wQ;L;gH-( zJe^ns$W6#4cDE(w44P!<$u54(&K?{O_A^Io6CtMA*ryEf!VG7yMR}*JA&-+!J`T(e z{(38$vmgsv|KMaPB$nMhdTG2F6h>x=1MqX=e3D(``6ssGY-*C;5is$VkFRLCnj-vD z8EtUyenF&RVq{{se*DCmkf4{$WTrb^wT@yGIit{2HTd3&-Tjcz6!DT#KeoSlpLCr; zZ!Z|T10KV zX{_zKbWVeBpx5d8=+Tx3Vz^YYp58HYi}pAcnQjtoQ($K0#uMhcUmPj*1cNgFvlqSN zL5}2#T(I{CtH*8!T!|QrRN1#8+}Tk;$?io#nhX!sa1NB<58NyN-d%gzW`rspg_!4z zD`}$g$org=x3N`(VF%?W^%n(E58-bAL z3nDEELH(Fo8D68lmD7ZJWshzn$0QBTZ{)`;V&Uejo8Y8D^eot7inf$530t*Rx3QP= zBjgfEIR2W%ik1Plt%sG8lc4#TlN$W}1lqzH0QoVaIALX(LA3XJb{Bb+V?6L|YDcDP z56G3zTE$xgUb%Tg7tC8< zQq?{y^z)B|+D9$T-kGg73QuDGB0~T1Sgta8=cs{DBDCA&CQ7N(%8CApFkWMnor+4| z2l6U;7EDbiWpq0B=t)y=HJ{wfm|dALthF)>Ff&tC{rhOTsTP9&IUq*x?%75Th!$uE zL%7v5`*#lQ#l#9r`R^e(e9Tfh<`<@&RVU2-0!t_)SQo1jT;pF+YqbxE%;tyy1m5hc zjxYvndF@u-5yTu0AH(7tJ8m+IaZSt@HIjXO@4EkjvriQIE=D)@JXc-r%cbH6gmJ5x zJKpQ`4USm>B!uv&Ee}QBA7Qiv{KSdnwUNo-I%_Rrm58x0vneJ(!GM!>rwIMBJUA!5 zouLpnem)+5{N#O=3WK2VJJ=4!KN-S(W1*fd4mJG=gqPaPq?P=_ws|M|%e0;Vjz@{~ zd=-~POncaf;md1*LDixxx${Voh0Nb$N|YG4Ed^~3BObk4%m6#;H4*^9*_&@VJIVe; zF3I=93pak5+p#k-!LmnGT#$nI0ijWnN;tMcdaOv8+k>x5(7rFf&%OC5Sc31+F0J%A zJz-NTY#JJt$2Wu?4x=r}Qm}6xaIozj*q3r8zQ2v-E<->9Q zMQQ63NxL;jZ$&>c4Rt9{We(EFV9o5#DzzQ?K46 z&zM5Rn%%wa)o`35A>cnr$ZP)eKBxqYy&6q(wp6t!(}zyffApsxCeYO9`pm4vP|*}n zMFWQ&PmT=0FV~o3I`dSN;+173m}=t`C@l3lA^)g_hQ5UR>ZX#ZPo-EGrSQMxgU~Q| z*HP1rDP6g*LvMt45QTUh48yOo0LNP@6I)zL^Fd6RD5W>FR$~zjv7jOV8rK0Obqdwu za4P)4PX=!fv}$;tiI=|u^b=BsWW4U$^-&W|Wsfmlm}%{KhgE;oEJXiDwA0q>CPkUF zEA50vb@QE4o5}$IX(@{r zVxqKe1dk))oyw9i;QkgX|ITQDFCs%^B^h~?JVDX-BoNiqtdjAiv8R}R8NHkWfZmDCDV=}o>-b6Z3L&1EPXG57{?t2UZ87x#<+8YNCb4E=<7%b-!4W060^ z_*W?0(9mKyK8uz2IA531j7}WHi~zFvAbryzw2)YrI22a7HVa-yZ?$Tu@_uwYf77=9 z$5HA<^KN9)bZ=cDcMwoSd&LUMvc_WMKIu>tSqYx0qDDM*Gcjq+bR~kYsCw4uEgyLZ zfT5CkREwAW5eG<4!lN&j`X#j!;nhcG z&ux*3?&gjY+<%tBKTUXUiwZ$(BU%&cs4b+%-kc!NH6!xHZ1rEm)npML^~nGePso<# zE}XKgE~PiQ{i}hG(n2Lr?$w>S(pup)K`keev*or)9G06IHf#;v1rgv+4!cdL8Xo&{(^d)yD=);OM4{Sij z_C`#)i5EC&51mJpiQw6vwV%n6&E2FiTvp4GW_JJJ8ZQOl;nfh8t;5?8EU;VNUH?va zt0XkwXag5?r~Z`>(XG&RP#OuVEVJbt@fOal5XcAraZ!1~7C@e9<~D+XeD{Cz+)z6Q ziV4%JjQwnJ3AwnPXJKL0+s`C4+1A%c&YHTxwA~Ial>h_^<&-5WDvG+@pow^AG3E@_E9Np zzy&qRgxo$e1WTQAMmfAJXwqT&+;UKt){_vKxM`{h*a_NDLS0|AB~Qk9)SZ2ls&o?C z0j}NA2jZp$AcD1@8+=~4e6HrIE=R@G)ZmEIrkZQqCdaz!(WL!`#AI4oYl+cvtH+Ya zRvbOSs>r8xP9kJVrO!%ka`Q5f6TEJ?001Z$cRAp;i@fT{_xjtR05%5H+rRPrrX$9Z z(w(X3dx!AzPq%2J48v-fuFfWplKdeENHn5;uaJD<*WcdAK6P>i5S#}-N0n%$fy{o? z1Yaa1u?*%o!%BAQIziO%T^?0-gK+ijY0}rwG`@Q6Xy8%%i8qB&U!$kl?T2C?~N}1G7k* zOWI%JD=e2?@OzdymLy!ktj!Cwo^NntwtMCSK;tY0Mh8JFuHGB zv_Wwh9zJ{O=(^=}<{`3Jnq%n~i0io0eu?OA3ZL@W<<0y7lVn5l*qhrccH zr4~*<&RV}nfw6szm|ow}u`3bmepBEJ;X^Q+xlxfN}REM@>yUzaUakm`%9>iXoU63~4B0Uqy0 z%h@Q~MeW{;#Wkm9hpt@DwTC#>HTo?m*HiP*zeHM|e(lkA5#yBUSi#^E@pCxS{lPFL zJI;9f(`HK9Me2>d(ftB3h7C@qGMbrCYJyjW%jH_PAx zm9dxVqqS2%CjXGo;CE{n89wOT=^ry)Wc{J8KDl;n0s8SCQYLFCR*;k!@e7H zUDHxsp^B6|S-Ai~x^_Vz*GKNqC6uK=9b`UoaLc@hj=cwz9++ycmy2pvdFqKnUQi}f zG<3pH8}Vk%_7!E0_bw`BcFL3!r%StS@!1s$N)f>#-b_@0IJt^}e5~svE#mHq);HP7 zPR#%|pSzVx7d7r}l5XBLGPU;`WWRd^D7{A|$_Px8QwoV?-hsZ|1RO#|aEs{9c$AW8 zbQ7OtA=n8Eg+=~#5k`qT@2wGtcuQFbRXN|sJd#qjJ4h!o!ww&4w}6y;W14g^r*ZT?gJPyc zov+jy7Pv-uDvmMNJBzKcB)?X1+tf0lVy+E|;zxSx#wIP6X@~Z^-l7j&VJJ{vMwWY1EY-3D!zwV7t_7^R{9kRdwI(b(C|&QzT8u+4Zx= z_3#8MDkcDjW#zIh%K*8FXDjNnF8m%8*X87zzTziPL$sVV25fAQ(XohQ>=JiJi%t^PqTrj2ZE*J_$3)aDrYmHxRm4MgxVXT zJJ%Yf)Yga|~XMC7cI+O$Jp_Nx0$&E zv|&fM$fdszh`A*BD_3SOU|O*g{wsI5=2IoNoxLt_2^zV|xPjjtsg6>CX3kBq=fSQ~ zmLXYt4kW%^sF@n&SJVmkeC{`ceTo1ZGb1Exf^g>=s;8~K)TGtSXJKQk=!s}Q)_+t1 z21-3bhZG<8UX_W9MdH1X`Q<3t!%G2_Y#T2lPaYbsYk7UhfX;g7#+I1NCSI#)D77#B z09b+d0OzDA`VC9dO34ty$;rE#qwU?uV{2S4@ml~9MeUi#i00-Uz~}`!+u@HU%a)Xu zBb`uY&l@4JMZb^%^<*xHiKf!TRl_0y^jE<$Shu}PCH;StLdD$mx1hSNPvSD^>a&T@}nJttI@dMSOraC|S*7&nQt z>PO*F+uTi&B9odKoS3{2ovJ8`y`pU^iJHA#vXdad-=+r6igpAe7JhbA_+zm`-HlGP zay%DT0^bVH>F`Y1bg`IntFs?nzzR^O20R2B)U5mWuGdT>DpiHI_%`RMb|2d3h#`MV zts#Zi;J^fXdQQx%v$`u?CF@JN?0=aaCmI5Z=<2xN{@=akP-1bCcTP@7QOCn?EWCHf49xNaD?0DRYt9x}<=dEW zP*E|1hv2Y^{uN{_&X3>7!Md%37#0U>NWHeG7gmQ{byYy@QEsfF}#`R2J1 zs-p+b+oFISHFCKWFCkC42#pudiZn;b_h&w)eo4u;+?5XV6LjdlSgg?kobRWf6F&B- zpmtaC(HFMIu3{NKRV-Hd3SML#SgjK$QF9z2x<1(bbjqh)>7Q`chr6k2r;qG)ekzLm zWu}ACi-Uifx5wCEb8Ejt-~ipOy&T4PatQn;;$u0xh1*3HqMs(Dt=SM#R9PSlHhb5C zA$bbAaDA-3NI(B=!Mrq7emNGM`2a^C40UrIaC8w`siWCd+oZ{db1dlu2^ftaD`6LmEe$ z^astv^iKkN8)ddwXY!R2xjr4l5gwAMUQ1n|-dC}M8JfDPl>!0kfpaiPssg@tw)){| zek_+%HRPy3$)EsHd4-~6!=OHv^oAFRUnCk5v=c=9QG`6k_uP~oywxerf3(MBVls>- z+fS4T%8l)j90=MO9E8@sVSnjA8`yf_Kobqvh-9JP==YD`^3t}!-*u7bOXx^qh62TU#gTuUd^^WXwkoRHAxD@=DqISPW<{ zlZFA$Q;PAuOH(3hq*4$ zaMW8K>&x0t{)+!i#u$SZ8_ebIC3&aFn@OSdzraAzmbS-|*a)a|xoXi=n_BH_cfxBj zz0w*I)JgjhC~?L)E^ej=b`kVaaO!XRP^q)R%@SS62QC4AYwW^d4JC%(xK3nV4}%mN zuVkq}k>9kkECerxHW%+ezh1H4JA3`7d0*={~E=Czen$kj??+Kmorb|{bFoOZkmCjosVHS z3()PCoNph|!YL1*kB~f=Y=<()$X8vFrTASFbjs=4nsMZLF)+=p8rfn`0mjljbHD!J z9@&2G{QJckW1K|8zJ$(f*Lk;g$JZR!x`%jo>3jVq-on5zzo5=$05IGA>XUm-Uk!|y(iaCRfNJjXl}8vi1L7~3JY>9;Mnq|_Ka}rqEzVQ59PF>{Ol<_U6pGF`L%C-dMcVJ^lDth{B zxx<3s0d{XVd?g5rMogAvPWvIwdyPh^v^#4zyg@OKGMu2y|)sv?M(I71KAz0@!6 zA)?ee|B^__vFqXZAVU;3Nc-8{YaFR4_t0Hu5sxB4p!`EaY%w}gL1aeglyc4J4FK^%Xz0Y7E){-IqhN&69z_y1~e5rbld~UOj-!I*sawa{%|A$A$gx z6WJYZ>UB*H6J?eEG!U?Y>iv`M^?e(P)+TwtAwRUXJ$n4b%a;kZp_?SDH$p$>=y036 z3lIe?<@_m?u_DNer+g=dj9}ru?z=(9WiS|xA-d|n54;()%g+Et=BkS&s~%54hDw7i zQV#1yh+Yxj$w~pT^c;yMxe!jc`_384Yks8KEM=WsW6VOOz1L>g+K_G9VWa{^DP+qR zb2{eODhZsO;Rmt$QA@)woRNbG2O_LfKp&bKb^+yv1s%;kkeF7^tw^;O@;MM&jp_Ip z+WRDB?z`|*oLh4*akbncOn0*t7*K*a4jt`d$A#r3?8vOs#C#DXok$qf>CMU^x{erE zKpb0ROUjjRBE|72IykG^P|FKRIL>9#=T+an5W4!kJfiJv1UAMm5YRK$Q+9dkP1MUMpdHBT@&8=ZYuR|ijicx*nS5PAt4-bL)y#5>q1*|v7tjIbp z%>&{{3r1{E#%1f)yUNLE(B7Hw+Sm@Bi^RMD8*>y^-R48Tu2eoDpw zT8m90N&P{zS%dv_7*K<_Zm(P<aNA`Qbqoqw6R~HC7?w zXQL`U8q1vKuanyu%p~Lf%XdVrag{i#6b#-@*U) z!Qf>zzGRmJxbUA6P+L%WF6deT`{cN97x*9%*KRtg)?!Uga`P}Y?|vIn0X34Y&5bVD zC{2vwSMq`k1iS?0$QW`(E)H*kQ9qh-_h2YxU4V_L2FjnqUv@WKeIkG{gb<8|ZYGHG zQ^h&u&$I5ToUn@8I5R(SC$i0Z40RE2&B}@Py9=frs)Vb7cKKz!z(ls?v-blZbo@~ z<|<3_-zyKSg&yKC!4@>l5pw}dieUnG^7k6z&}$5sElZfRq2KD|6#H*YS8MA4I%_Pb z<#3-1iuS}1D*k7;G0|*%^HVK}h6S?(uQSg{5C@0JUdheW=Fj-?QC`9$+hb->ffBE8 zj-nke`SL(yP+gq(?hC?k#=pBeSkRv&Q(`MHf!NJq^~zw*im!S2wA%`zwRIouDLYiZ zJ{P|@)A&OF$ULQqxzY6G@$CAkyHrD_7ArxwDNE>~_9usu36@#7Rp(_ooaz@|132SK z^)5|ozWtUxy!?J$`pGuNL)g?R*<|_(O16NDJiKemqwO@@E&cICz6lShQ-vAPqk(JF)9IxDe>r3CN@tF%_0V*m13~2JJ$hboDfy{CSOKo^{Q>}C z;$AWb5hPFag+Ev3%8~W!)zUYjd%oVvuU3eCJwrmDa zI6eO?TJ$Lr|H289_R(J}81_MyoFw>Q3nOfR;CR6%crczQBVJ^PW7giPdc%NhA%Z;* zh)dzz_0hTEe2{v&V}+%4!+Sdrcw03rG8Yoz_H)Qkgz@y8+uH76t|+8){&Kpx{;){~ zLs<`(L)9-9ZOlI|yNNE0P3+OvDU`jU=T0X;skg?}1}L~Z5Ppxv8JTEu&Rh zj;RcApN~P;b3Ys$jA_2_IA=DbC6~nWb(q1$K65jU*-g*2uB~^pq*d6WEx_hD;h7 z4ZbFN(WK>rPecP(k}qsfowL$HH^tQBDZ4(tnX1ApUkb4ZqjJh}ocUQYWtR&=%}ukD z6Dl3Z$rfo~d0%BTb9P1Z9BDS-b{DRs&(ePHM6h>e_SKCwd;E^9UfaJ)BtZS++;-wi zzsIuDV@Kz=q`#6(z*+hF*2M!gbGTO`m_=`1l$W2o2Yd)z)3*Xj^=p|rLjDe1G)E+a z|B#fG`>sd@*bFar4(;b`4VTQlW?g9L+NY;vSLk5B!OR!K%4mGX)f~*<+4f=g&43R- zLc~BY* z)*SCXv#22VtJIUeHK#!o*c8f?JJIx)EK9rS$#W(w=&2B0myLf57CM^dnpTCrH}kX< z7cDKlU$kGLCZ+sjZquW)>S#W3@ zRxrcj<{u%ZuO?HylPT;=$)l8$u(Dmsp!ju4m!RWDBwKW~a*oe{?)XP25T+ZTv7%FC zyPH|DSeA>_pQZquvhbIK270?+QdHO}z4m`8cejy+c|kWgE?EmwFf(jp5n8?epa$1u zwmq|d9!=At61LNaG!}e^1i^=+8<==>lWzq40yu_l5$`TKOPg$CZBLv0Q@z)pmEUq8 z*bl#G`kziFHd|mcCvXIC32wMEa1>DT>Xq+d+`EMmk4^n53IU3xcTX$Vut8kkdU6Sy ze6I|HG^jHXW_t9R>NczK!mc6EY|*7{{6eJ-F3v>Fe1gs_zLor8U&-r?X>u>lXnk2oWCHLul)<@iO#Fk`q*|s1{*y~A zM7M5BL5*2gGy3*_dq*FFQB1k`2%6uuP(E~Lsty^8k-XRg7c`{ZmCQP&RM7wJim`_3 zwR}l`Go{>qNO#Vpi4)!Z;c^*fFU;jnXts2@+0vBOrS&{c{`+fTwJ7rbseMjjNE}Yk zTM=dxx2hrQwY?bD6X@#~DCG(RVYdf^fOf(hJgxrJ!olzXmI{f0GdK?=^1izNPTK+!O1p<)5PDxXG|mvnB) z&XbFBAwr3k_<6O+TuQy7nNuSYt{PotIjdc03guFN%fpZM`;BCUljp>{d6%6l zB?e2E5Byk)(K2$zNBvTacdBhsETo_gWO$NE&G~Xe8BVv@*44m3&DzyYv&SJBKnu7O zZSm95nW_(-X`}%y#k3Nv4{%IUZCt{th6<^vFNjVl-Y9O1Qp70oTe0C)nbI#+olJya zFN`Vs37W4r1#M}@&QZwzsy%nXf2=@fz~c!%Fzvy|D2VXoMU}pYe;&}Xli^NjLn0d6 zDAb||pmcnI9>}iV9J7xuDcWId-u6p9+vWrM`J@f8{N$vufbXKnSVeGSTUXj@Slwl# znJuocIyE1MjF*71%fGf3pVPGjY83Q_K4}h{oGZY&CGA^o&c^*;${VI;Lq7}g=- zCD61l9a+CP-^nm|n{jJJXBM{k8s*mQXQlK8lkjdACk?N)bOKKY&l$Q64ULAQDRmtl zvZ*_mGRh}gr#Wh{%k88FL4(r1qQr0p1IWEa3sc@8-X{vaOr}gJ_BYw@T1I*@xD!hC zv}mJXgzGFs;3%)1dT#%U%1btfAXuh{3^51|VaeB(zwmVjKQ~|;h;{Cm@cu#Qz_u)R)evDCdJz6#!kLp@fd_7w_WV>ZL0K*00XF zD^#!su*}tiZeiJzbn1Zc{OGtC9mAc3BtK0>V;UoD5Bvyv8CU$G-{@ynnU5T^L9Fn_Z}%8_8V*%?kn(lRiJB}zFyv6B&qv92MAA0 zMuV^M#MXWVdEL&P)t-HULdxhP%ZS$5?X(^S5$v~VuCn*W*`WaC@R(WLOR>QulFJj9 z@}LaKqB_{kN2SK6~9Awj34EwB2(ZftTi^jdJrR(u*XwqbBq|Ctvln*P<29>u)LUA zvDZ1}C&AtY-JAk00^HBHb6aCNMo7vX`ya{l`wJYFlWhF`b@FH=f9QQ8$w2YEa{%iZ zg`{iqb(bR~Jz|eV6V+w8-44w5*y}e#;L2k}XVDoF@E*_#(!i#H8}?t3L;vu+?N=;f z#gwke-SSnh$D>__0#13*BVVV_~HLkgS z6e&R{tuQb}Z9YipSPQ510P*J)49G-zAiRJi#~*)O_FXp79;i37xY(Y&E)jYf@4Y*-@NUKy*Eg#96ITanhi@ zRIowauONKpis0eLuQ6~KZIydfaIm?Ukrj&}&ARC{~~oD@P`SxS-6OFHYYY>qG=EC6T#kW$X`z51RDwo-G!N>64E zbGF(M#bjRa=fHxG!a7Z~v2Q82n1i!fW*3u|*L&u}8VH7&7_v2h=~ERsi_N1(y(yua z8^z?Msr9FSxBwpA{YDJCr)V6H0dmLn{b{;;^2bCp?hjA6c^150M;Cd~j-+152XTXo z;{+9Cl1S%s{$64G6mS9<=oNQZ?La+Ejlesik@)+!jA{j`IJ$CQpXC9QIn_65^Y4R(R}G zEtz%1*X~Y!W^F4Q2lW8A%)>sfuaeRMW~#OH1wyuY zo?WD(0#wMcuVyiMIJyL5zQ4fp2D=1e@w z2z@OC23p70==e#Lwws%kdHGtwGvKLIp_g!Spks7thU>-Muh~H-q>7&Tw1;fP)ZA1w zM;+JvA?B#j{Sh#5>sjmgt<;8g#Av}pKyYXwkK4(zX8H&} zK%Uu-85u>kU87La-KQ*aPHKS$sgX^cWd1=|JaXj{`#6RLCJ0NV3Tu-EMIpe;YGM{* ziqP6RITTK4R_eV-;dhxfTAxFvA*uQj*$q5{4co2^4yt#zXZRD1Jr7_4H0*Qf`en{_ z`RiuHM71{XouNZ>J&MD$?-m6MF)jGgF=3wxb&wxL)_Hn>i;x-Jit;(gLT^x&S*I8& zd3u;l=GyTRs-e;;$%6@}SQqHuQB(c0n2@dDlpZ@IaI7gu zR#OrXHJ@C&Ms(kCs(p<{syBWP`tW9i&_YI~C zJo9VuvUe$>TMBoC@9OLgK)5?s%g^`+>w}ur=}Z>5`1Y2*R2l)M3G8HWSP1bo6Q(*K zhrTlz8xX1%M=s1tJJ1KP-rc-EL)I`~+N1Hkah=>=ah(_XqoRNy-vWi&dqM{*OqV%6 z!)Z}$;yaVH`112(zNrk})2Oq;Y zzCxMHe!)Q)0_`_}7Dj!D2`$bZ00ioF5^1LPPd*&j;tBH5rA>5EVvcqnCda5L`x7)e1b*p}# z+pUnpGMBO3dIps;76?=L?=%^mzoP~sZ?vkLv($|ff4EQh zU#fN-M#om2suRAOy6OoM_9O}kD1j_wRNckC+1mGS;l-`PPM|7C7)DU0MVpd8v$7Zm zNoJ}_v@E|flbRsNVYXx!)diEi{1@sIq}~E$fK5x0+R2j)V~~RBccWjZuO0HlN14*& z$8vP?)b05_zF+-pNLym*Lkz1^w#OiWHpr|DA0!7LOaP0c*JPh0uBZpEQeuZ_WieI< zc;}<|K*HlWi&c(Hlhi(QLWSf(E|)jjh|)t<)N00ayb^>~F!v1=6w3UMN4bU>cOJnm zVUFvA*qL(-?8rND>$FMxq*84ds_{;UmYU!|4TER-^DD6r{=j+0T{XAK8XWplJrZratc+CyZRq>^1hm3xP`)F_gk5zvd_Nn)WhQ^9 zWd!*<+xyS2$K$@p{O%Y5DsQ%1?GKi*4A3~4|2rDv-5nU3+4u%ck60#90a`rgm}dso zGR;SQUUgffFt==|a`{=^mW~I%tW#?M1(1dpGbe+6QX60Rewk?pzD+p8eC5#%VWVr( zpU&n~*Di2iY9cg&-}~NGKN9J@2HXya9HX`iVPi+Jc1h0Wk+xcyzaWM~pPJWZG<|U4 z2EP$dMGQd!kouvz>p{CWenatDlVQ-kdg+Y3fMWwXz@CqgF<8BrA^sqgKXakUzpuQw z-lLf#Ptw3)v;XT?OL2EF^7|XPzy($q8o`hvX>yym9a2K$w8*}8B^?q@2mBCighWsZfvgJp7)QL!$*OlYvOgTQ zHgJ1ZjtIS5yM%SpQK_~k5v@TqhZL|HcraAYBw9MWLI+RD@mH#tLl zk;}!uJs$}T$A!18{7*+2IRwt_RfUH{KcPGf718KVP8{@x-Ab;>K+&2Wf!d%N@J7cvLf}p`szITg?F4qabCSTN^+xMS?-`4asn(WXmTgnvZS?Z`k zytGu>Zxqam@C|ZZntN*(5R_H3_NdEk**CX{dhF{Im7{^5HkTw!@bF|M8+eqq+Ccu7 zEw!`KMh;IMHFcdjH%cC)H@FWXg&DSl-en==1JC|fs(ARpqRnLia0eUh;zY{#OrIib zl0}e?x~o~uS3s+D&y!Jyu$)ij)VcuOLV<1T`xJC4gQx8hM2a6?>l6-scarfu1REli zP2SbG#V*)xP*P&3fqg}$$AJ*>duBtx>uyq$2{R8p<@s<+sYbXDsUf>90^umDWMY1y zI`P~Cq2#~GcaBgC7BMBdsgh#de;i4Y4Q@DbF*j7W;>@#q*cM@=5aul-iy8%~WCU3M zcf1D`DB!VQP2l!uIT)VCZltqR%@^~B@_~gv^1bt(vSXxTYJnW~9Lr4P=j&gUWQ(4Y zrRfU_D!Ms=M{?U2BqAyorC~bue3+ZfJqnb;K&&$ToSA9@zONk{y&2o7I?PoSsX~(x zLw`<^z3^GtXYmi()S$WEV)!99Cdk!AhNChMl1x)%rI>9Tj(BM+qFR`g)K-+i$QjC+ zvxSE40d%H?sPMY-mIk@x!iuwoh4A8iS0gN;X+U=*lX8`WD$ThztYdr!PWWH#E`#X$ z%cU_=8tdn=$a6+(Yc=|L)Rx5=0bSTlZUzRi zzrSwIF6c!++(ht$*QG%a+K3@`MGy{dE_9 z5ohuerg%c+#yV%K0ayNc$@gfqEBpY zKNgR8{_vJ)d)`?N;txW!=mU$K-7;iv^fUJxbX}wZYUaC)rPZiX=wMd1=EyU4mcot7 zowKXr4_~f#!toMhU|acl1YV^2h0_(0Y1EQW9q|HuIrDBP=D6Y>Hy8xTT-t{%t;rRP zs(!KGaNA|K{)O157JpLw5^tbMrr`ol@D8h8JTx{vCn5L9xy*|;To2@!o4mb6LMhmg zIMtj5z=DSqB+=v!hW@EY96lOT*f~uqU6{tvYW>>y@5` zo1K5B%dv!e1lap{-zXDyUnT){r(5pMBf2lS!6-HHno@hl=KH=9f*2s4C1Jd>$p7nw z_F7zC6FwoEFLkXCp6*+WID4sO4zlZG`PoOMDS63RNQ|&bBMR#RAN7S7ry2^^d9{;9 z!E6V%C?Pg)+FJQP?~giEeLwjN&uOF=)q|UalHRJcEb{6Dc$Fdv_d-Y4hsCvd7IAfy|mCiV~bs-;i{TA9fUASI- z5!}IR>9TViucy8~M79HmW^1KVXw zr)CxSvg(3Gz98K=!&VqcvMNu(LX#8mEb_}HsEO&Q3Kzl0}@TRQCseJ7Jw+wfRYK_?CD9Xh zS{6r`cIqx1P7t3HpfI^oOAf)UxH{hVRdmRUyJh(3<&H;%-ICoAyclN43;|9Yr;n4) z&r#Ok@B{2E>8Q{_5LiTHbF64>wivY>;zImYI7?{=7ii>J5)J!ER}<|U;k1{qjg4pf zG}H2x*x0LAjaPVmL!CQy)q|*DQr*2e2V50ASDoQbuRiLDW-SS+?ZzA)<9894ZT7B{^M)alZ*yzGhb0!Vw z`MC^iZORJ@obR3Qh96i8;>#}n)t@~mCLJ94?JjZ2OzN#(L9YOYtS&N6|oq?#wrHE}2~ z76uF4KY=)*{I*bnjXjOuBR57E$~R$lne?D;FZx~41=q6mKT5;gf%fVs>YUCb@hBz) z4jQXW8Uj=El{Swpz5i8&t~5WfNq<`VwpDRrF=4abfZSz4Jsb7Q5lR13f_YTLkz?Q0 zbk1=(CMhQ$Pao4LrkQs8_MU$-1|JeR(@CoLb!SJ$zQe9-xMVQ#J{Lj^x9%tKg>>1QPlB1Qjm5OS(^`7z zRb84_k~~}A&D92JTX5p77b{E$ZN53HicVj3KlXONrNNjIyslLP%rlVD>OjSV+q=`l zK6dX~I(zG6mO-{&?L&}YfeGkQfySoFXEg{kQ^Nd9mQ<4)}tNPqXpp&m!qY zsc_M$8fz`uX5TcRyXGnJwWM*5wJRfylxy4bSVV0qf7frO>%(h${Jx_(_{Gf~KST&z z!mNeSg*~!pyxhy%nIsiSy8Hd?rWTs4ZA9JF1g-kE=kKPlP`*BY`R+5*3NncldMv}1 zM-WC4mp!6nz~o}c>qQ54pl{d8+O+`SmQ~UQwwkr@3f%&vo`Ub|>kw{KuvzlmsABlW zPaYNchAqhMB3B3nZ2uthbS6oDiJ&%J{02?ZBS6ngy(dEKkOR>{tqlN~`hL8T(7}@% z@M2Z%o1l?ViGX@qd@uKcP27E2v5K2~V3O`9mzt3To#&#LAZY(=Dn$;l^dHQK|8&aSmTXK0^#7hI0IU+BM` z?0!H4KnKs;kBw%VdCNC<6UxQxn%y zua)mfl~R-a1pw$4T3B{vP+TAWcCV0Ld@z5iclxQ!f{tLI}yrQti{K6P?3Tjxb~lej)xINgFfI~OwYgM5q`b7 z3!>;Jz_!$<**HsA+o>of28H2G9%ezR0W;BfO%|a_QjlKf3Lh5GH`#*{Oc!YsIAb@n z*7KUnLx3C?s9Hqbul?B#IFBuH1`i*vw}{EpJpl$==zn^j99%zo*c@a@ z!e88R6Q|$X_>KWb?0R3;W}6wHT#-3y5mV=<>!XSOud%X&$Zw&Rvj8Y7i#uDvFHKx% zdBdipFiQprCXU(BJ6dzl)LAUw?(&SC-JB)-Yz`2O8rBmZ4QLe}$KyVWk90WzaYA0q zX>aoq$tthiG%o?%hn#_ZaDiMYwIp8%(fO{^#bwv`b!N0SJqe@My54Y9QB{+(%M4=W z7ukjPSPLarlX@?{JGs%lFQdPzr+#f?VrImhrH2hky>E@Ggfi@V?Hw|>WE^!m($4!P z#|>i(Z~BS5UDs6AxSJb2M2__~4_IYL8)tb$J~F+WKB)?$oNV#G2r(0TJ<4;4qrjf9 zE8Nt8zd^y(LlI@FCr9EMymiNF%UZyP){q&vtQQ>r=YH`#Ybi>uI~Ik}K34nd9|e$^ z|Gg1nL>Fi!WXC zH6A!#_T-u}9e!b(@{7jpsZ~0g)WiJD64ADaNVirWO|rNT7d$T!Dv&{0#;E3_0mi}B z!hizrQ4U~)URnF41|@2+?mdP-yORH$$TRfA_mEk&TWUfS zen2c^L87tRRX=QS-d^l1d{!~;Sc{S2HO{|T>%c^D-=f16{&8si)o2p7 zG~;jb$&=?9qD7+p2|+u(nmd}sQARYtr~IeaxO&FTaYPfUz(B~5sHH=&47oMoRbfJ$ zz4C$tw@af&mK&U7>?o=-hgS=zd`kTqYnJqaf?yeM3na5?**Q^R-Y_?UUcqMFcCl&WT65$olRR@1`QUr(!Aq1`DAo~eHDv6Ur zIbVkfn{Aw2S4HwD)RX^~cgmrua(zJSATVtvJXCZv*T~@I}eFi{wT>ckS*)DISix)}< zcAA9cY+jn%jw}0HveHA|Ir;jmtu+^}UjN>7@@W-87GnnB!y@8b1X8osU}L@j;=?j` zWC8*1TeoU$tr6Lfj=~8xVgq8{F=sMx68jrCf&f8sI@8nT7g?E|k-Y6ISed!xi#O>I z^|Z^b7+*Lgp@M^{62DvZ@ZER>wBhQz0XwidIxiC zYYTa0K6!soPR**ce-_@Dvxjf4I5HY^H=f3U>%jPj3BE15Y=6+F zsuiVG0-&}i{MN`tt2tztXH5T?Uzr{j zopi>yxm}vjSe_gUR^q)y0|K=Ue~DS6=ay_muE~b6OcYV$g;r5{y%_)mPFNIhdSUcu zvReJv*eDzQgEPXqI3L6k86p(SM1mHhE?;K zCz%;flL9=?Fy1l`yA(hK*$G!Tq!o`!4-u5jjv2vk2xlcNz@zmhEsF7@S<_}u8+8sT5 zkz@+&7w7&PAvgyN$$?7ZD6IV8K3?ejOZKv=1$I`3!@$}bX~Kg`Nobu07ya5MjW0$^ zYAc}Y)t@hRcIFiteY5gjBUd6VbV@K`*jV;5u!)AOQ5C3@&gDpqSX8P?#;4@}9&>7X zU)Z6SYKX-ZWekEd2xB_2K5}DJc8S=e120)EySi-oF(rmu(K{YC*Auj4T zKDahZMF>bTnqZbo9yN? z+V1?I7B_Z2Z67DAQ_v`d<8h+@hhAbN^pLZ=pI;&A7YW6AaZJ1Ql2*UDCl|TF7_^mbqCs6FzdJy?*7GaMzj~@Op3-oOD z!CtP)2OHI1W0tjpXIb{TqIBaYb9<;dUV;dr5S&lz>&fWX4Ntz)MpJ5jsYANZ5$QHP zWq>q9f=(iX0R`2@AGm%IaPm{C7*_|z;jm~D4Pl$I)e{sL@_e`=VmwH;rv1eV9&U0J zbB%sJ`_d%qFpIzK_|j}WjBovTZFaKiTS&#X=%&Z!kZOf(COr?O0u2^ zuB@%%^BQGtEEjOf7h+W*k9!|%d=ev4kp&R=qcRIxSxO&tXS##$vb?N=+^yT~LZ^J< zxcYG5Azyc^y7~_ffL;8xOf0^1ciPVHqdbSD%S5gGVrJL+Oz_Nf{pCLdNs~j(g>_UbBS!Zg zd5GkCo#@ugo?T1_vp`l3N=COe(#l7dv*U+hRO)E=pDR!)GiC3RRu(Ir!?@jxtZo70 zEUjhe&Bs^wWER89P=eoQ`XZB8taQf=jpB%w`#2(Ne>E#&{~upj16rElzqKM0G$a$f z61l2fwL2T3_yKXa2M~*bg0()e?bI3Cjius{CfJbx3d3`_=tRyyaEA~xK(ZD>HJyRl zl=?C2A*H1F@xt~fCtQM!=&pKF8!BjnQ#|lNA-LOfBM8K{@k~td-@kcs{DKESSj+!# zY3CE;UZ>{8Z;Fv}yhnWfa5u%1K)%MEj18S`ZqqL7J8bxDo5%7+CISVz@OLN;xzZI$ zYco9hpE!ci7={j`#G1cV@WivtC|j5BiD1%e3>F`TcX9-_zuPQ1ErC6 zT?=;sYnICH;XkYK*wFJhzq3imB@|eqWb}iloj_oc|4GGT4)LziJ1cEi1q_r1pBR~b z|BIAsO`FeeM^apLR;`Q;@>)?@9R-ufUMGiBlHVCj36q2dGS;;GN&A9RP5PLfLLd0?8wtvCZw=TumZfa?rcPDf;`k{7Y3}#gE+O!owFAhGFX%l$vxn-1ywo1(}}a zPom3V^ZUOy%4-W)dJ+T7)j*7-HsvH&=x5D;l03Cef4M^Ui(}I5G&^4dT(m8suc)C7 z+nNX*O1&15Rp;*bX-Q`-R&L;Q*9FxIaK{tMscbC{G82+s3colSf^BzHgOtf<@17HQ zrpx{S+)#sb>Uw_ikb_$Sy&<-;3`r`lnE@(wAc<9%#Xnc8H}7CqF(h7#^5I_tEv$7mz)YG^~q~OOYl^^d-Dm;u>SI{PD4NH5?FQ1?j7TLG3w^Z?o`O z4LBjSIdUv_s-|XHc;1*C?%ZiTaH`+O>Vp)!0d)pRSUWU4*sHdw`WN z>t*k@7NWc*g>#> zlQv5gmGKq+%?N9X-rc?4DRc`#4IX0Rwz)Gz1kalCejOdhP3=H<>ia2qEdlijm&Dzk zGJ@v54)f_uFKBZvUW_i9dM{Kq9Z_+%`>6}7R_Xt9kNY=y=%Ecv+B<4zEFi$~4&9|- zG;P|75g^}NN42M-wnL$6$7#vN+}|!Uyy+tzH>xL#VQT!6$+A($H4SXi=iNB{{D}jN ztBoUu`2WcA83d!^FhSV!XyEgW+jt%vEsgl~y<7ROGEiU%tT67@QM3j1v^$&yi}+wZ zuRUFF5A7hy{DpjothY*+PePL=pRLuvOn6jAgma067*Z6-qP!77 zg9%Je2QBC+V|u1mOYtvOV^ug+W(C*l+`=OFf7+&m9U`cK-21l|VW%hJS7 z^L}|DWTvaTlJqTL##HHEH=D_JF5}*$Bgr3@CU;rv&;%{`Jfxmhp^DDSB-OKRH_Ce- zRK{|pt9+8#XC<>VRf~#klfKchsHSc5ki}q81wpf-3k2FUz&=5+sjk0Zso~*Mr~62+ zMk>8WuZGmTAydKL78K2ZfA?)hQ?q0YVZl1{K367&I4{iJ`HdQH00iJ1Gx~ijJa>=E zE5v9BkatV-e4OJPZSQ^wP~1F6T0tTPI-Yo`JYoaGNp*1ltlYEivR@5VDVR~fWB>E0 zHpaGG!wzpt^z@VeWgvE5b!vkA4I5kO%Xq_dTHtRBi465xjDDHY<{?%!^?Fa1(2D{` zj$_v$KRL`!v(3`N=8$C6vLwFVZaPhvF485_wsJwBx-&=|$jmM99&FNCG^~`cI;?Pnea|imQfk^zD<}ip-ogrUtOP@GFAS zlt+-|H?Fu!_uVq|X`<7kdvLMUNPka(4);_0lv+O3)O$q>MFUgH1x6E~v~B6Uj(Ig} z{+=ZQ?ri~INq;sLw6oMi5n%BK-4kpiNZ~ zykl%Gr=P1vqc2hu1yre?KTiW?t48?C+mTKEySCSlTkHrIJJ4-|R2%FnqD4=+mz8<6 zpNDi%Aay69dv^1P;Vlz8VelPDbco%|*}ZZyM))pmSO(5(68QNE%CMRZILgJ4Qhddk z#O*byo?HB)v@m@F0+_lyxy06LC3p4=o#g%g0Fh8 zT9c{Qj6RW}O+|X=1G|NFr=}i5j@nsgs`Sn*C1W2!fakI0a+;CqGvi-Z`yI6oibM%< zLUWh=zg4mR4VQK%qu%dJp;ZB+BC3Ti1ITyM3J?8)ZIl0|{pg9g`W;}0@@8W-@oFu4 zFG0(5kv=fe2xCa0V%F=C;bzcMj^a4+=a)-N0?y>fE;z+*si9lPMt3;C_bB&1zW<+C z+l+%>5)s`F7iWI~64vVs#Z;luPVE=2yotnxdKB}!rdz6y}_Vt{1R z^dcsQu`t4WRjCRwLn!45%bWOgCT;xy;6qQGJq+oyai7)FZcYtA)y=oC9%g?!AB0in ztru<@fHn=U-iG%qYY}O_;YVeBMN99`r#^}qS`w9tjb+u-B{k#DtZH`n$Er8W6>V4T zV_Qc^Q@X;1?3=Ppk>PDl^s}$*=sRW3fPrwvBALVHCe}~TtLPI0<1TkRZB%b%=o&gL zAZ#`Pqya+X@X<_~mx}5?^UEk8iSIHZ9*WN_#;r7;nS!vC6o_3CQ%d%=DZ~a{s1|@Z zW2to%e~t@bi{mhBE)Hs%Kr-guEj+T_Vb*GtohH9eaqHWU&#U_LntXk7O;AeCg>L{v z(#0GAXFB$4qsgH%i*5HJ9(I2nV-g$P6zR}&>N0#dB$wJjI4zK- zak$=U&(CO1y2@nSuyQZ}8O+DE0Jg>!1d9BD06b=duZ1F^%_aKB65_hgrRBEV)Imyb z-yhbX^TZh5-m+gIj3bZ}d#{7~_R^_E>U)?s6Zb|TUA-a8P7Ztm+EgISz2T>^qG{E+ zKRfjsY7oJjP6dfEW8pB%I(D z{sWhlqVGUfCwp3iG0POI>P9 zU^hedGLD~JYoXKtM@}CVUDO}+u&cUkEs{*?sCvAPnDY6}JpNddqVYj!*r9Z+fGsY5 zzD|G2ARm0Yfp-HqwD+jPyb4qwJ$H2s0Sx6IR*#rc591H#x#MAV+x>eHqz<%fmsu3G zyEQ{yi4Wma6A8O#ex2}|xESP}Nv-Id*-LlBWhYOet2IOCTNdn=aaCcYG3kP7fryc< z3Z}6MZhh^U2tsQxJa+EZZ?2(lNwQsZWBO&G=)2k+O8GR$=_Pv5a0fyRQ?}Xb+?xxTIhW zR)DgZ1M$%gS@r+he0~G z+gY_B8(M*%rwH+K>uWCdf1w-xzUU-4Z*QSA+7Iiu0A%dPbB?Hgppz0|=|hfFkPgl~ zo#b9mq`>k|#=CiQ*itTFSeT?In;<+>mvi=8F^1c#zV_wzGBNhM$&D?Zmk>d4z6$^dkyk!5cXmqY z{<#iXdLxs=y1!E~G#Vv;p>$NB{=oe+9pceSO^7lvauE%8lf|poNuWtyq5qR)Vd75rO!ruD4MKV+>fPKC8j9ObXOu zT0Y{mCncx~en;l_tQe#MQVZQ|-@*kx6}`=y6!CzUNrqye8;O`&*K;?@`$@tK@0Sln z{XEI3H)8`oECIau?xgxTrVBymZPh*hlVF@y=MxRbsng=e2xi#?hgvQ&9oTWa%oHPD X{@mU!WZ5-@Vf;!HW}W4gMpJ5>b(%}K literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif b/tests/data/seasonet/summer/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..a8fad9b0f38975591d1a091fb45b670778471b1e GIT binary patch literal 1993 zcmZvYc|6qH8^^zli)7DOl3^A^wlQ`JF?OYH`|0R1VS)Ns(yeXk9tF2JY$Ne%ZYpY-H8-J?$r02h9$z5ElKpE7kjU_s@R z9yHX+8p#ZRs60gtd=xW4Z2?fIQ5g#Ygs2Lmo?9JD3qYvsbaJ8p214Tp{!jl){9kC( zM`)fTWNu=<>j|Hn4*(1RK=*^G&-m`q(pATDpX3>?IJ)mD z2DjF=5K@v8k`}VW7z>5?VqJt#vL^R_xc7jIb<&4`4UH_&L8u%>;n9#dVYifP<#i7v z^ggt@El{F$Ip>B_9xiF#J^Gy-V>y6c$B=|$=cDm-E~3tEWwk69m^)|pJ(A6CUK7FZ zTPX%~X@#wN?HuUL@_I28it#@R{4_V=^}@dA_*(|*9pzCHHiw{)-TZj9$TTyLuNe8v zsNUT0W*DV+U%HVKA{)Y;H)gCMV`dsQERmnUNu0>{FA986`}%sBmSZXVpzF%U6w|uS z?roM}1H|OL4kM)8ilhTH=Z$@zyxE=yOVE@wy0z4Y$G$>&YTJdFexph>9{Q&Vbj~JC zshkfZ`4MD*WsKymI>+sJ|11KLps_nCWs4{)u{LmraPSzV$oajiWgHE490GWD#|SEY6YY#K{>MB_6&-lF5ORjLhVIA`$HJaU-5XAMAjEhdp5hrN-njW{@~`7ho;10lYaT4YfdadJ4k=s*g-)h zz2=pgKdRlrrKOX0#6SX9ai~k~$S<1W!pvwNUia~X-yQx5fW7Kgg*JZRR&S}C>#a}@ zEjotM@h1d~l8WNeCY;m4oh__p=bV}P6(wdC)@D=xe<%^K!b!;1xV>UXmQi4TsgZ(KA&I-Ah4yca@$ zyS`r#o)>m2E+@tS>Q~}*BvR8&sp`{cQND4kogIq!TQSAkE4i#G6fa%YO?)oZbw6V@ zos5IwiO@;ot8OU{y~}P-AL6o;kOc9OOl4B{T(qf*p;jx1aiyDbqzKg@B#St9t-+_k z+MVQHbx~)V=C*Xtgw%BcpSD>`upO%S6{(C1r+Sg;Pq!CTuhbH&hcA3b-!*tUU4_P zK|8~19}ymgQ;k~s8k4!6_=j7ts$+|kq~MnRCgKGGzu!-8ABAxEm*{D#Elo z52_|%3R0K3;-~y6XAYhWw6U()ddn7AuO}pvk!N3LTAN`02rP0Ca8@lDylda-Dd-c*ag^x$;!+etN-`4(%aQLa)+>Ef+U z$IFimd?Yyh_6_W`+r6LX7O8tqr?z|^+|g9!B18qn8twW2-5ddl4^poE=5%B>G90Sv z1K+;J>zoS0^oC^Vs9Zn4p1Xp|z%JWHIur{NoMM|qc;#|Jly~VaSHwrjb4Lkg>+kXv z#&M3>`!_g}C%gqfJxG+c+9lV9XdTx*=ht0cYSNZ0wTWspZy{Pq&Hg&gHfmF%zePW( zM~pl>msjh%-!60b!fJKqQ;>_+T5j-x*!CP-N1uIPA-_*@(sm!*!OGlF78Ch3LW#Zo z>Of-8eT@grLhS30H0CJ`cjkg&h1233y{zDjqY-86~B0})Jt4_eNMOeJW4uDy5 zv0LVyFXh37>Fm7e0Za;qud!9OaP{+R3CvIvv7# z_o&r=K>+fXJWw?WUNXM9viN7rkjh4`#UAu1u1ttIj006)M0Dv$6;9v6nE8zby=wJS)3g%x{?*jn9|MEZQ zU;<$QpufKGSGfO^tG~y+xc|)n02;`D>Hqxy^8degE6_;% zGs0n^{U85_f&ZBqcmM$Qzx?-6{*!@VYa;Oe8AqszfCu0Kz<(zR2#BQyp#0;$L9qXE zMru7dEeZi13U&$|Z54_SZmu>I++3;w|4jn`3=Qlr0R4(Q0McuZIy}W7JZmNr0z4ez z-`yUM&>qeflkiYEq>hA^(*e@qaj0`Tt8)rLs}TS$M+=y=_zMVd$CQWa1}*!{q3rRR z&nUYj96_Ab&S;jK^pQlHu6T#^{TRu_6ljmNhOsf~vyhhuml)vEEj(IECWoplKHX!i zQ3_*_?TUC@aOj4L*(nw>wEw7T+(bJsEy(vGceQP=ZxzJq5mou%j0C&E(PcQfZ1-9S zy%Fs$n`M3YnCwJ7>fypuVEk69h@u-sO1Lt()w9i5hNsyxbUNJ`W>SPSs>chrMjUZ5 zos4tri~;#x?IZLPH4sa_c!MpH4pi8{KFo`;-?%SfbabKrhFAa;Oa}oQ&g~;VCrw!k zmcqfMv|CV?uzmU-9O-0bO)(U|Y`D%g=KyP(sjYZ=yR6u11+G*M8mV#B@VE1~p&OvO z|FP$Uo?~NxXue>oaPbV(|K8HV=*~`X-ydiykeghy;f{M!XS<}dPuE3R1RXQ$)SiyH z%D!EYMI)1M%(*dZ-yYGTmaTwepZirB)UUT2wnFOyp+Q)>yp6%ZmtdgWD4EHA zUxp0#j0TZQqYptck74i43D1*cTs z&8TyWSH2HfIysEqv9FiFRCjVpo)1Y5YvP`=DN|6*YmoO!0&4(QCMu zh@Nl(j1*g0CIqe=hav!jucw)E{{l?dkMcF;Gj+OQJ|zj?EqFViFdw#;8lkAFSz13j z0p=OQ$B&KZ(&UcjD9qKu?Av~#&dSyx|0t8=1Kn$OGAg0&s;l2h@dTe0wtel(^Q z>~ZDRd$eUgtC+fKMHhLCIwF@B-E{2B_+`u=BW1d6nDZ9iw%`1?x*B|cSfBVTB{P4x zVs=Jedfnz_W|WE{*X3NL@WnL)Yx?&!SKf?3v33)_ut z-=rpwM%~>_36PX|ks*dY)Py%P`J@V$;Ss2*&bl^e&D$BBO4{Lf@zrGZLzT00DRw!FD`(@1yabac5EiWsPWe*+Bi&{ zp=6sU>#{=H3L*C#U^*Mj_RWu4OwMgR@PD{eyysYWawB4$rC(yx9sC?1e@y9RM!(a4 zVx%W#S7e82U9B5Q)3^i$Bf*Ftcpf0>&s=no{fCnh`LxE>q!hY11 zLs>rmLL}Id6hL8-azTUm_-kRMO|kPY!TdCiRnl`%J1Ncd z)4VmTGU`Ja7ZvWf&R+yYg;4ok4TDcGm8^{ja5xy9d?{8&`ui2a+I4K7+|Bhd#?hc~ z&~>izH8EYWv*xhvhJY|XLKNz0zP<5Kp2{BDW&uEWs!#|Jk>^xx&Pn1FAl>i%MGyQ?qG z=PvBqVCDj}E?SLJX-*;*~3 zm{D`DvQk(k8xGr!k=&jzD^HL575gg>IN^K=-97opfcH|6@E!ytV7oW`hsF^?!86Z_ zZx0#`8YtITm)*frD?B7m*{$ z&&#ek&(TSHtGAmf;#9nopsg^qQ2b)kW(9T;*_~H918GGEs88{uhB^v<-d;5Mo{71+ z?)S}oiW0`smN5*~z8~`(?02@g1JMbt`j7Tny=ZP;6i3tj)H1o#NJyQ7V{Cp-`A9VHTjFKgbOf6wT=Uu~!7|3-)ma8nT%TFBDkhV2ZY2&K(xDPTj$1 z7mirb?nripU8Ivsqv&q)3Fj8k)k}LIQhHKP9@2&=cPQKw1`%p^M}E0b^G0|RVkW{u z65HFuC3ocgl@+@XLo4N|A;I+|{F7SJ?X5xSS&O+>zDid58_qbwxlCyB9)$EB<@@-X0Op~w2p+a6 z@0k4g;N#vDS-m#mk-7_^N^w!UlmG84=TEcBw{ZMr6!?dUq@vL{O;0Nui5FCpXeXkd z=8Q(HZKP9c2M4RVa@fIcqVixL{6%~@gA9{B&(9fV*j(s+sPreGIz(YZ-3v!K&q7Ek z>*LN-1n*CT46pOB151{=snYq1nH@jj;LRtp;u|O{r}WgbfP$T3Dn@l6Jid?k9j;-g z@?!sC0}mU>sy3mgW6A7MWu)voE$O|!Cva& zWORmi|15~7ibC0k<{*SnwJmz3>mm5Yv8x=)fVB1dkvKD*;HSDQB^dxUYAUANA&kbu z^yi8Ag=*Sqnh>+u1NIz3%g*Bne1mf+7^6XcsH(25`~%hD`BEc1dm=u#R^8yb^h3w_zP$&-*% z%;pcXvM;F63|#3S8=|^D=C5InFdH`zmH3nxQR%a{g$1FH;^1y5S1{nn z0R>L3FTcK_zB>U`we9Z$^TCn!&vu|yr*^MNcM({qATw&NwfjgUF(E8X=r7S3EDl92 zCq?4C?QAUi##IZ(2(eeh;ggZ0;Ubf3UZ9OLk9hxN!>72pHTs-{xEl_E0F(Ci5_08&3Kef%TDCz9REOh{aPNukc2e_5K-5P{PbhGU1T63ZDqwYkXps zO9QNgdj~#VWW?J`OFaGKIW}Za_jutf!@h#*8@>9-zOwQ2xB1?;BLu^}EY6eHsy zjgMGLQj^Va5Kc4(+c-}5E+irLKt`PMn7Bxj%=Afkqh7L|AVDeG0H|>=hXWjb^J+m@ z?0#Xjmjp6b+=A>yi(}@+1IPxpTtP}+-iX1J6hewN(me*iI~+H`6-Si{C+Q@yyKh=? zs;*zZ5T>fg^E9Dn0zRlGeS+T&wz2HWa9sxL>)=Wxpb9k-_CC8^wtm^xKJMUiYa2i- z%QC87&^d<~VtCShMbfK3w**zC$Zqw3pAPYFI}5lS$}11~5#L{lqEWd7$NL7JI>R0% zULfo5QCxeYCr-_i!1~xsZHK+p4Ned$;K)j=51*X~4z#2PB0w_K0%TTP_HMY9nk;Ng zMsrFL0=`gflG;Mjv00Tz`oh!Hras??RpRlOoQ5dBJ#pL$>!6?A>N@g=&R( zCZ@}y!36Nj#h<-h60nN1bN*eWhxzr-$;HOJi<(YZnyhROHP`p|OJvAdNX}*3GP5V4 zJJ6jnLG(6uwRd5#TJxFm)7$uCs(Fy;efjz(t)ePk4?^skB)^x7q;lRS;pHd}=z?xv z5_JaqpPlCdPJ#&+YlEyh9@X7WX6)j3Ng6EO`iNJn*vB% z$(IbdVOizDZ$`OWtB)^`IQRwudu#fa+9ThsX3*EcIP0eT@7Qf^@E?*(cjs zVE8#$tcbajL>QqaYpo)Edq(Y~ffRNYbzaRysSZ+!s`fRA@sbM>EPRISa2 z&^hNB{Ga?nqD6}~60ie5z1BD2ia9~pg;yQuO&!#nzH)M1*{qXJo+kpNHWXgv#A#Uz zsX_$T7}TR^q=CjTP-)_|D&(pTxjWZ&CVI%^?YMs)?A^POA*(771qJ~ln`(Z)P7t7{ z@bTx_xFkVWV>W3{N|JDv;yrI`KF8hJ*Z#0r5v1m}-5LHcno4qkV2cubb=?Gy*5b(+|8N*5J*i6*JIB}I{aWUTk_FBEB%-??yo8apV zm((p0kSa&;1#CzTGm>W(fmCP}0&fU&Ti0D!B4tNy$LUeQ4H^Nvr>iGU?SOf?$|DW7 zmL%k>?#8o`;PB<8P~}daGSDE6UUCgB4%6yIcfZ`Bm-xth5!=fRDnWyf{T;Wys$L!~ z7@CJFn|4aV5;}B*%8;ecQ*ts(ywJ>;Ry`!usvBUZzDid@-PYamVRz1mesXQK#}VeT zk8734w+gW@MJ!pU!pXunD0qa1JD%4HeEkmQ2d6j$@hrN~h!|&R3g$_pNjSuR+HnuwU`^v?rjQ;-BOVfN*|2)C7 z4-+U~wJJZdZ!5%pE$wck(ESN&=NxozuAo{u9gG3Vu8V2rv<4jPo_z)5V#JJm$}v$o zDpblLdWW&@$KarVUWCAM9PaoKQ!VqMICLsPMwWu1X%3cy5smf+mnFAJ{&{mkFD#wD zLq-qKfGYc89Rg-BYhWr}C}K`wATu;$!X~P~hY9*gLqZ)3-b!Je6GW@!EuqsXjXz-m zGt56b$xj$(M0q2@3Qw<8O>k22s^ zMauuEH2Cf28TKe6v1M>8ZAPBziSTJQ*DZ0U#&L_+|(8{7(%)U)<`*~3EI6gfdxcp67V^$4y zO!O@eQhqw5$S8B_zmNS@kYNWN#1VIkoNRo4-P3Tjlb$8sJ?hJ)a7)Q1En{?wC<=bDjt!&#}UG0QODOceR= z5P;VkJboE`;2=a3LL+K}wv8LA0IfmUulHVCV0FG`t5x(fvPdX*QSO!VVSEkFtc7vJ zY9{d9`rY*nfLc;2k

    h+~5B1@?C1CpAf`6E4Oh?BO{s(*2zPcKhfd9?oMcftdx@# zZVv2VGaW{E{)BT&1K#9ci)nue&BT%L%0VVC;cDif8t#8VaNWxm<{taXlJ<(H;H9Lj z72i?AOW`AcUR!=;&MWa*_jaeAeAX#e1?Avr0v1zuk7tJ_j~q7DKfRiR@G<0G8i@gA zWlJ5%LltJu5Rvu%bIxtmk`n zvz+JFc?A5od${foKnhcIOVrPIw;tQFqE*uhVP5w^6rE zXAN0nZVlrn+~N>o{}LS=g+0(#Y&@Fm0<)zl?VO2TsLULC%)#?vY_)`7V~i%&-a`ax zf=5dobALtT<8R9)sw93~ckUp4S|J>HonY;w9BNtQ4k6^PZkj{=E_~QXEcPA#bsVj~ zy*)UAbqS#=BXd3N#;9sm+K-}vT<7s=R&ctFPn+}OR!2$?_Vt*W_PZZaQH4SY4J~%P z_eSrca(g2z7w96NKvMmUY*DK987)bB80jAp*zlP5?@1M@Kj_x_d&&bB26V`0VKk3< zRg42_Pc9d$2`)*}?L?m;n(#Tl)4`XfUypP(M?@tZh9ny^orzh&95;JK%5jJxB904n zVOLx|W;GY(V$xggEVC`;d^;kBd$LcQY!WQDh$fX=aT{H6xA$$J|FfZ9Z)%zJgVp+k_rxrCydIcP;5;3#fKrBIzw2faf0{wHKUoXji=T zG03k&4Ak~S`f72<DSUT_jKp}YR2ii zocX9F5GT8vI8Qa78b2`Oy7t7J|*qePwbt+QkXy?jozX zb%zG{IL^|LHOG+!TIqM%uX24U%TpG$ zMUYOj9A6$Muz*Q=1bcC8aGXT%BgEpY4IUTLeORKw9@Eo#4qg`JU18PDs0so%6X|1`t(a~Fy`10xES zqJP}C_U}%$;crd;*+n`Hx(BuKZKbq(C95YnpMa8zDYua zfdR`w@Llp@o(Q{MZ)&$K1;ynB7UHpLEn%5lqH1V{QvoB=HiJZf4>xUf{C5;A?%r;) z?HGhEC`Wg#MRuhqKOo5u>QU|r8bIcVuY2-~e8+CHB6#h^SH1}=9~>j&*(Q@6us@V} z!W$x!WYb*A4LAHt0#b(-?5~|(K^)_c0%@SY*Kvm||59t4XvGo!h4<3%8xa-9Ub(z1 zucO-gg2)Yo`sJ8L!UFTOn+G)|9OutTc7=Y6Yr^hRc|9fLUhdYd$orb5yZpt$o{N~3 zb+|$`F{GD6^zc{q&->vR(XhN8yv;D?Cc6m+Q@D|jCX0vPT|9e^N>HxuY!RW*$T_~aONI&MQJnSlia~)o zX<%qwYZxrJZCMvqC-0q#<-p7yoF?1M)*n^stGKLR4PyZUV22-d+~y%mGx|UBn6}^- zQ#3;xnOh3eMtM>8y*Tm2#HyZGiwa+E=$M7vy?QtLVCL-K6_gL@MGn$j`E*Jf!LVln zkd3~xza>Z1V%LY&lGZ2U>EyPAODa2F9LASBz;{io<_iUq_3E(_yO50EJ4dbdAJ85XimM zL&DkvT|Iph(fjsE`}EI3CTZO5PHks_6>`!( zDANH0jwyyMsg4T(oN=~c+$h!Fs@s4+%&D!Lki~!tZ(bkubM_4NbG8{eMCdKmkeW=- z<)h9W3f1taW+9BWZOqwVoxI6g3JfkRl_Ro?9#d-UOr}A!mujalL#T%<3}!zF3si|t zX&eabiCv5=>uQz49ipf@4S7^p-tUo=86Zv?`lMwmNk@>pl1*&S`Z!D_>1ldw)hyXY z%eJFI+jwTEST*TS#XbvvhS_U~=jIMzUq4HXM(jB`Lrkf*hwz66)HJunr5;RqabHOR zV21ie^W1bq;|ys_JR7cz5%(TheZJL0uNN~BMM!{`8~+%=yq&uZoY zp;ZZFqUZOVRH=yk@wkVk1TEY11lG_9MLXW2{RC;~?M-m*$C2fTWhIRr``rcP6QOBp z3@6i`!FQjLE{c0AvTDa5T&`G<<#UCecbHLl$MTr>CHCo^vh;$ygyYlf5_)L92>v)P zXT_CRv*JAxZZl%|MLtxVhHK<_tO1P!m6jZ3i z(YFv)^U~}aZj*ICCdh{fN_N-$(EQwzPIRW)c4)Qw%z8lX6PI^a z=dT3uzQ~SNlFzlP-;t4n{dlbjr6Iz}xHgM$NLnXlSX`#lmIoqt5}M(IRxL!-pNV^v zk*SUxwm;)nNTFiF_F_;mPgv?#ZFm2Mzaz6?E*TRc+C5fd%zT`A`QnYRW47~Y{RG49 z8e_lZt57fbn+8Smn?(SUJ+ZRo3$`-T**3PSKJdwb2)7~Yjqx<3`h-@Rk3h)9NUG zML|7CL2~9NvUTPA$T>x^Em}4g>K;og()Fxs+6ckh`F;nx{G3ZP^+uY$#lze@>2W@) zm5?iZx(2*95pc+cdN=r1<42oFX7oW_l_>dC_dw3msKyK(L~>{NO&=}C!Af?yrXggl zh4D76;NmCZaw#f4!iS{8sg)fBZK4s<){;fECJ-3Ev*jT~?4p0vZ3;-wvoUz4-sci3 z`6F=iWAEj?w|NT-o*Swchk>GWiozCC5_5$%VAfwYExTRE$W3*wL~m5ia|gi`*jWs} zwF`S=3sq}!2~M!IBEo1V(;R<38PKNYaLL#7MQ-rJBY?mRm;TVU@p!zy2#y|CS0Qt$ z?`#I8mfkkD=IcVePAsp_cFIeSY#0{h4CPyJBWm&7ebY&H`qU4|j?D2)=CN=TCh7Y4 zBR(>}c9WgS*>n;8>~bv2D65{)3emGYl4GPaRIKtYn_+m5($9gqsFK%O7|_)Dx=T*ou6s zQV}Vf%J=+%O0&yY-iL}YUS*F@_PHjcYl1!YOSm5(&!34%&j0EOoA zOi?CoS4O|rx-S<`WM~gK?uY>xAF=QWFIzy3ry0^~%5beGz#_KXpab}Y!&LVygF?(Z zf*W_O)6Z|6zp*k(5{4=ieU(8xs_E@Csi%cb`I5Fl+=p13ghGtSMil$qUHB(y#}`s$%Suvr dtpqi9{BQQIV|)4^ZPGA}BS9Fe!Pzi?{|8t-fvNxi literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter.zip b/tests/data/seasonet/winter.zip new file mode 100644 index 0000000000000000000000000000000000000000..17b9df95bca2b061e316835a2b9f8ef247e9e4cb GIT binary patch literal 345220 zcmce+W2`Vh*Ccpt+qP}nwr$(C?|rUq+qP}nwz=fzq+|T8-p#Ki=~-woF~V!HTIZ4GfV0?8<_BP!`VEBwh6iwjiwpHA+1RF zXoDH~7K2-8qC*0yRs!>w63n1R<4cllqe!aY#wAK)chQlK`W^q>kIvrNS4Z!h^WI#r z*c4zj0Kh!}Km;TJBg7=aIXM_J#AiUna4G z6F4j&Kw_R(i@(toG9TUaL>Iv*7xEY&17rHA0!<*WK@31EW+fpLAVgR+bEZ|Kfk5&A z-5<=mVv^V2)nDJ{eA4Gw?Rm_~A35;PJ0dgy!{1CkGC1=ZlHu4{b&CiZ0GNPA{F4i0 zz|p#JVY>f2CuG+YMo1?VP-Oi;Ch?$8_YT6OlsfUR95KKK*D+uKFeRW)8bz_Kv`&Ls zG6}zW|5OcJi%2{nZ98S`x~AV4pUkaF;5?oe#kditc&aR`lyLh(s?N6Y1H=|iSNPWD z29YpvQ)R)~AWl<#fj&8;L+ibkPQ zi)Y((LqtlD^g%9eCH|(gre;JKmsJ*0c@Y{neCDUdxy4iWNBh{MRiFEbaoP!LH(?4I}G2 zmv*eqU9E`wxs!tmOka+&V^!PqqE0T0kX2Xba5Q<>PCboJ@3Lu=;gctFuP_{w$J9s6 zmCq%48ZE0PhMOzmzMV+!-dfAJq<(C%eWHAs=`X zU~M$A7Zdk+r+y9cA+pRPI_zC6Cro%{jjb${P*4wuxIK z^@Vf;y`nKCcqdOp9By(iAG2(s7zkt-23vF>eqQpnNbvit4dz1?MEXgN=_Gx>%NR}T z=T4oS>nR0p!9;Zknhsa0UP9QnDC)qK4&jGGCb2n^{2~X@i3{=yHa%Z=o3o0YV!G{%kQ=A#jF zMos7T>Mn_e$;ruCtTl#j@(*dCGOiRFJSy;kv=5>}WAA*P3~lsJ)ma2@)b3}3D*QMPELChDnLr3DC3+8H-f zy4e8ex8J5EdM3bm?G_6xjQPtVX%WMoARC4u_EOfE(GH+^x}P+YupZ#yv&)gpBl4H=hw&P{Y=;-Y*E$jX%Sor} zVr##EMKGqE9>_ot%|p8p4G7uH8QmOiq(t%BpyJirS59z$(azDCbq`_>c#UGwI{~K} z%RCR6eOD{XTocD_sx`*}iw}okDyQjJX#Q}Q9st;6vG&ZSU6YLAmt8zR*Z3#bPRWf* zb=f0zGN5yrF*vxIO3SogDp$UDF@=HD0cgHNl{8Hs? zm01fl%7%m;(E_P(BSxK4kNa_|k$yFR4EoC?`6rvLDxF;(U9*3|+*ZDeyHJ&UzQJ=ch+{E!W(bpIehu5>0A= zUHkNMTy3X$UGrMzWY5ok7BTLvm?`Ex=^5F72IGa2Cau4Fc?AhR19sr2`;T*bguU)d zE;TMCW81)ex^1oIU}=UBw+J-tU0q$)4ru@bq%gO)as(U$r0rc`?$86Q?f#y#Up}gL zAI___UA0x}b+w!PpW<(+DJ8%JKmY(P000oc0KcqreSp7d!M`v5r3SyQDSQ9`zxsdV zcLDVP^ZIn(u&@3vj=!#veFH!4W{>s}zt&>+eL6pVIJ6L`08eSy{>T_HPyv5aTYVL9 z!GH-rq%V5~n+ym6$93AjPyKsHBR~K_g#J%&UI5tl_KH#8_P={8w9=HH@R~9#B7gqy z@BG|C000JmNB#bgK{c>LA7^|l?{Fe@ic*^DIn#04`v?KwA1(stDs?h!#x@2#5y>`}+rS)ZKtM*5_AZ zw;0XT&^n->SP`@bJ9mNW_do3UJ;q+0l|hk#GSn|w@f?8Eall9=Qt`_T46i|4rnW81!CoVa>()Q3yZZ&ap&hE%A5=A)09=79&85Tsf21X#M3xs{kTfO3G+D) zaci*D`8Ovy81tfW^@AvB%Rx$9W3$&NnTvb_PWM^=QTbxA?b?2d2X+hNDAv16fVQ zWV^X0OM#6&z%fTS_43aO>$|N48W(VCD!E2Yv%UeLDpn-)U{v$NHY&$ue9X?^f<~HLS`8PqB1=y7Ieq z=HUq_*vTbS#RxXNm=AX| zr(qI3^4}Lxud)#L)N|Z5mIIeEGddNK=OG2ry1WiytQ@g!S3T13)dHIiAeb&%opdEdxN9$EO6h^aLziL=gTQR9rz zH^N2hEJ(QFC&J@V?9!h+iaR>@bKLtV~ws71+aDD zq3aa?tzc&k_colh$D<-3U_#`|j}WHK2g^UtcW!T5@ennSS>G|QEL0(u-4gO9xX;V( zYkach@IUZw=gS8jqd`SViwjQ4O`1YTz%mo`$tYibW06&iAgsE}rVajHhE!`4Z-4%# zO<*1##|r7Jgu|cn0!h#6h^Kc0#fQ5eZxYTA%(c{mGjwn+?NxG6yXn0Kj`8W3pw${} zJxhFKe>iXbo)?T6MxLlcWC(RU^P3pbAGesaN*L&OBSIrdcN*6s~>zOy3o=m zqKN1QTP*cL5Cv97vzsu;!&|HarIMk+G-DC>{Zsp1uQu!9LQ_Bt?qV1|rVb;P<7RN4 z_20e68E+7>8N0y&$I>ZM-S6r(_3ducdIZndBA8m5^?!xpkgdvuVtJ<4UC49`i~oFt zxsTARSJ}LQbK|hueLT$z4`+{b-_e3$-70i~%-2SsWjXfK?C^egPRDH!LSWjB8EXV<8vU1-K6k~`|woeV$VUa(e#NvL(uQ2MT8!QH_uU7Y*wnQJgx z_i#nu86J*c8;_)>m9GOhCpS@LLlmV-q8Lr;fC+ciWN5J}#r3;Tee}5K+!^n9YeF3Y zwf;0XsKUiH_#(*-enS4pd=LRGB2ur4hvRnP7j56K1=~H_;#T*rGVKybqHWAer%KG> z z#=h&RGhWH@gojb^FL=EaKk2e*@#zh4ZuNxp-?t}FO+g{zieldR_!AoLO1R-2##eFr z-80{-?M*NDzip2(0$qpqLgJ@}Rn`k>CW=$M!AY5oyy`x=O&vT?8hif<;fCd`2cWoRs+w4RtXLYFC07^%gzkGzNyL(( z;tM2rkQ{BPlDH1HGBiVr98~(UD$j5%QcCx0`mOC|`U|UxfBzz$lldUjLlm9`LTt9J zMrXqKNz%k?(7Mi?3Wicnb~SW-{~4t!kiM&?U3;Qg0*y(>@ElF7Q5nOr(M980T5f?E zj5uJ>Pv7pk>J#txprLr$(e+K!`;k>h8M4g;y%3l9l(^WK#PXI6XGff5POl7tw>0>$ z);`$L`_p6QIC?1(SZ-zcBIrADTLNWsv1Z`DW5#hgWEbL)6;$O0RJWg|u35dZJs+zk z{Q=Zdgrt;1V^Z5tLSHrt{6XN1%pgFz!Q9TqA#A>xbvWR6nXCw0FH`Aj!(XyY(T`B1cp20&( zsvmX7{?B!zP9L);_qlQmS@k8vhh*bV4Xc+WCkFT2zmc*%}-swo8~PF3W$SgdhR`Z z{Q}`6hs~l$k{}+!HJ(acoE?5DZZ~q)tPzZQWtN^tmKforhDte_12TVw@BV-kiH1Y+ z8XlJRy9ng39#Zbt@>T`&2T!L+#HQ#tAY~h+>5euTyH{( za6S;fvUCXFn*5G1=cf1@Z)bCZ>#no=C6cwKPqRbz$OMGM#n|T7Z}L@nScJ&NXaQD1 zw&?d56Cm=aG`+xZ7#N$573cUnJ78kEPaml#2~q{kQz3s=Ngw%!1a?DU22{Be=_--N z)E>3jK=FWZOH8$VheEJ}{%w-2OCA>6HwVnSkZ5bph(c;buxmCxx4%P71-KQTvPlCr zw*j?gD;XozjN0m^@pXuswODkW{WzpWcD5LVUxHqTWDY~_Kf5*)YCOuA4%yGcg;(f? z+9-Nq-ix$1|FCzZg?YaBN8MA{L6zL)+=A6YB8A{IlTtw1Cbkq_%?+=*y- zpg>+^YeEYB;ZFoX;JpDmG6CF}FqKZ(9MF>2qaxWkku! z!idYjYtJ8$N71ks;C+los&G)AOos%0<}H{9sCLRV-5gC4QmWAw1(ZHNYtnfRTU6&| zq8)}gNd>c`rqtjId}#EwPiWD?m|oRiWuc$*0oYz=iXPt%)j*uU9GpCbx!}&+Wh7ci zpE(MK?(i9^u89oku?)$pEw6k+m4?qRR+xXkYtJTM9GTvkh&+@P!u^*o(!k|@i3z5d zZI#0*;wDeX|47P)QWu4KZy+OM*&&?TX$C9V?U2uMD5uj{zLoOlWZLsIk=;;qi(TAi zRYGl1S(}G6Fgke(+X827>bI{k$vtCAn=H9w(bap=D%H9b(A^knL3 zgmj~3#vgv+YNZ=`C`ho?)E0RZwMFie`tjWny?|z{VtzSqi`)r@heb$RB9u;BVLL7q zmyF~Fuj9}eu6j^dPN0Jwxx1~o+cJ;xrBRCBbh-?A%yHtojd{0d;{{93I!Y(gtZF{; zTP1*i)A(&&Y~{vMWZ-YG+TGlP;9Q%UU)pHnLlSFFx!tJ34(1h1tk^$reQHbPZgPl< z7)?pG7Gp1(bd{O6kY_0={6p zI9c^nFYNWz6gWC6VA1)E!95QVr7eZlgR#32hb1pIR~G{}3JEsrGN9^o9ph12h+@z` z8>Bq!exjNuBII(D9QLTzhnBvp&co-G5||k&gugZ zJ^%^Ih2w@XdT!(vMcD}qx?K5$t$N*BT?Fxpzf3iwDZt=?){=T{yA}Ti#`mwx+P;o0 zq#K5TsIGNDWT;N|%~vlnPCW?A{z*t!@o2EKC6PF}o!$4iV^OKpVmZ%q2`- z{T@+?(X#NP0*?_miQ_938x-x^0>!7pVXuRZoNK(hV)@mOipjLch5$>XRmIpM|EXh% zpgFY7H^u9+_jK6M=-u=CSFhgiN^|~z1bvi|Z1cYCRy`FZU^0^1vFWIWu>EXHV`F(P zwuv%X`jc3f3`X+7;C28XD4^vo7L{Sb`zTUoxfx!GB_u|{?z_P66d#Op>;T!Q0kIqU z`$0$i{gR05u#GmaBl=w|gC`k7w%(K@d!8<)-Hcnw%NMlUy*}&GNSwC7vG>Osj@+b& zQ}*+yRxb$Hhc5FeW7Gq;K9@iM;pL=rvXj^$+{UAY>sm7)xY&k?MJL+sBMwyL)k?`0 zmR&K2Kr{Q7p1LGr6&XhfUSNONo3JcL7Gq%F2vho&*^QK=>629RLJ=NQ3#LuT#89<= zkdf)Xs55HD>GXw@45#p#=q8qo&-j<~k5$G~fA?l>IwW?GPFHLbip2lOkX_(#?$M(- zBdI`*CVr@3ncVzs$m{~s>bBTg77?nQWTMp30<~#n49-7c70YsA%C3zyt0uZ5&&isu z3ojTg+%OQmf=xu%aWQ^i(35U&J(CRu9tCKE1Kw9#eGS#4{f7lR=r2LvkC}0j$guUc zO<|&+$8x_krp(S)I5k6@DRo|MQ1BxHe1{KSQ`%h3?c6Ac2?-EB7QPi3vjJ>T4XvS= zv1fIO(;vlZogSCunhn#2l}6*18==FM25MH)6@UYQj~uGH^DbM;UuGPS2AllQLe!+; z`tBwN$|wq9CP|$-?=M2B20~kHXgYSc`vC8710X`M0u6g_1=QPlW&WFyQ&!kQ!gZ!B zHg)br@dvM-Mm)(@_(?$Er7j5CHQ=kX?%}(=Cv`EvJLs7Rjw&)}Zu%c+H=QV1o zVejgjz4aEBORuU^7s18V5^t4d8Y^VwJf3$*NN3|wxEb3*RjUY z(uX}Ym>ub)-(KjQY!_7d`|0a41d^+VI#qUCD!+I50Y^%_QRD6X(FRX_oMhXI9^Dy* z5_;aCQb)jLOW8JT0jS2o)VijAx6Z6ne_-pGcqUKZ>&fj$gEdw1`n(0Zh9Uy&N-N1{ z4C@(e=H~8!b^R`fokar@9m`9cpqT3ZUw2DotpnlK7trn2IHHnHvgQKt?4HT1=s4#~ z*UZiDaNTUHDDS2KWj1aMlb zal?!%dL2(LdCLXscF+xi8eI5!4+84rIY@K0(z^#lDG5K|J6R^-?J9wXR#Ye49Okyk z>`lR15A#1UcKEB0TR~SRds}P^*!;ax8srHo$JA5Er$<7cE?b5Ew5uSD?nm5h1v#F2~|=-ZuHv)>XfgLj zvW*{g$5mfT;hh*J4&<`D1zrN=t4aIOib%aJ|MuS9N${RQJyP=j9hvS`_P4gG(vX-A z%FdhIdRA=1j$U|Y&49+3J)7dQ`jZ=-IJ02k@TXp9LJ;~e^-XkA4*Pad42{k!1y2X$cjHfFbhM*3)j%~xYq9`g;oA+Hf3~9pjv0i!y<#B-gc5#AE+t!hGiV; z)b_w;L7A8!Xz#VUML^a`q;_8^4;Q1ns4FmX0gHAU zc*|d2aqL>Rh@=DryP7DTFxqZ@&pQl$-mQuznYo4uRdY=O6bxD_Tj0io#7s6$i+tLj zuPx5PQ^ia9^Xm~$vNwPxCG%$Hp!45MVUpB|rOKkxMt5I#gdUtndt@mWfIww=Q7vBy zWaoApfAvj9l-n*OS3Mt_Yl`-mkfBUSV1LHmGH(LE)T34=nDZnYT|juq%oJwC&n_YvX> z%Ced#La^OAL74nDZ=NF;&-C!-VzG0d!1JJlZ!7edcy+^E{@?ae&W3WQZ|O#%%j9@m-EaK+X^^%I#yw$UsOnP{jEl=~Y*$0>p~ATWA#Z38LU@Wv&{!D#Jf;z5iZ zs=w(3oNzJ%oo2e!Q&#P2t*`8SK{B`9_{}KhrSHL#D}#Jp<*8-gXjEHz)3YIYNe-97 zkInQU(TZ(s%T!M-_#iz#geha#W$e@UJsbUPp%i5bSxRd`0engLrt@YR;E{RNe>&BAscbccPNOg`ay0NWd(ydL8@QvU zvzbxR8^#QPMO|si+J_%)yezcmW-8kcpG&X%cz<5ZI73|KE@xW#T5yE7{$Mv1PoMCJ!lQ2#cFv=iQz4a8PcT!06kh9+`oZY* zCCGgtTJi$AJ#98A?91(Zamab3+9N;HrLd!}a72|NCn2RGg(LLil?@%!E5gL-v^7g2 z?MCr2j=Id8aYjAb1?r#VWUBwtw`udXSgxJbaPCpH(+ay-Nv3Op%0Zh)9zRtx7joOk za7-9H^aOe%r5M1n#trYXVj>f}EH$vwvSS0|Xd1#A{c4HOVF6;YULdXFmbn>p%i#D( z6vWO&;cqN7)gl77cg6LW=4{JnYym{dyewi2rHteoeANi+MN~{`@r^gx%0UbT&1CfT zpqv2}=84B(9bLY{8a^Y)a`J#*Ou+OL&$O$LKSw&qr9~yQj`uiwT3aM~8+7_eGjIyg z>?=!Gj1~bjxz!4<4Z)KJvV8$D`nw}KVZJ0_u-b?nzazO++aTmiN0|1sbLY%=ITs&u z#1Zt13f(ihR(MeWTMm?6-mI~EVkwvkbQw@ifcaQFhv4=U>d`eqBUMc26e2AM;xA=G zi|KAd#W7bRIx)l*@XLYmzJxm|cX05wf$%Jahaz1j0~@Z-0a-0>u8`;CFo?8-pERIf z4TEv$&<-u;^9ZvgsekppUpJA7JgtgKNPMIlv%Fh@8YL^`YC$v9RR}kCdegaM_0f^I zaw6+$EJ%AjmiIDxWly-u8%8*9JV$O^0 zdm$CqT7H_SqKIr4wT_fpAA4o)&pedyV!G8?2FXOY9aygnuJAzlL(g?lpxrRJIAo| znoLn6cT`c@8d(qO_6^qf{94-J`E&Mg2k`xO+`b50mSn1mExAoZ7@!R7xcvHDTCp)*6RQlU46vH(_>WLSlm z2cGSlB7SDd+2VAL#zXA@hT?n#@>j@mkW%6UK5YemPmXE2IwivMA_FeiiLUYc-Hra|lDA2veAyb%ySs=b7VHOql1n`aYDxEmsUtl0#~ zlmB)w;yr~e;xF3nqn_~NBmkBLBJ`gZ0ry1|be1!mU`6VWpgM1)Z{1RCowbqQy*}0G z4D!(1c&22yed@lPzn>eYQ-tM+6I06mZWpqII3H^XyBV0iLwaFg=kE)ceVBOG>ZLuh zX9F5xy25Gy5Vd5)c`ZX<(%;pD&4~qBGnP(XON;C8))kQ8zf-rP6~`6HQ{P0L>FLw1 z3goa8X$!X*?}NO2HYLt?HdR^R8(qDnC`_MKC&86vqM@+%U-qT;Z5{ED$>lvdDKK%s zZENE=H^htkC5Ag`_Un3GfYO67DTrApNqVp&XCR?ss4{S0C@{UV-LzwIUA06p*~KL{ zV?n_o(sTGcQ#;D*6`6tk0c9tMbG<~c$u8r$bbc& z1LJ8X`lJo35q<1~7L;DshClm3=(JMF{@TkqH&cXa#+A4lvWd(wtpyL~RPk^+-@@~t zdNQ%+F<3&gH5tv0ie-9khYL(J#!S>lyzm_PFUAOF^ zE;9`}V9qIVzrhj+bKeUhvP+b$7NaJwKx&E+L4Vj%sSrng?BJEiyZq+3@-&%(NZaA1 zH1w6`Zfk;V6Bm<<-La;*_b4*yj31xVt={czg@Mcy?9;!ZxDpCQO1&%JgX#!;HS zoxho?R7mK6-2hbuAKTV`f!S?F@;t3858P>Pp5<>ai`=VVU(jMqF@zSyi%SQTUviDj zxHgqoF8r&Et;5(F%(B7~#i^)}+H&%pWa)jg&qX3>;y=+`^Q|8$Zzk8$#1Gq#J_6&1 z?q~EfpqM>bv4m0oV|~~Hv%yzySz+BKvl_xnrvVcOfJ*dYe7MFloWGpsje$gA~ zXE2f2utgmUMJsg;heTbxx|))%!6eWFrL7v~hW$f*>y`{NV@;r+xQ`Q>B^+r;pm*>I z^5Xcd`i}k2(dtiSoWp#C;;aWdSI0JUPcvI|#JwZpl7@^QL||9$kZCot9WIXk-O!ji z6GHVoy|)fp9!@ZK)6H)ief!t6ZC{8z zUdxXeIy=f`Pv<3b3YD%U2JS}9 zFxd4zP@Is0Ko~$}uA$|-v(w3;Pug}B(?cOKo!t?u^MtNa?9&UCcq4i>-;?iy%ERp^ z*6zB24E)n=jp>lSy=G=Lb(PAN{K$*=7uUQ+83oRQu*$sK>m*CN!C0@g6t}xZoN6vA zq?`rt2)!}F-&RBL0-ii|(*Fu;%;cz4D2jKRzkb$(jM^*Gwi$z@w!2B6VeP>}jLetL zX3Mz1dp-5>6vuij7m*{W*qye`!rJ)`=KB?iXQ#Gz1;A6u7%4D|_tDZ0Y1J43XU{WM z)1(M%p)n7a5RFRa$#Boudgf^xqO&NGl5H%dIMzkNS7kMSHJns%nmXJnGW#*XpV@0D zoc7x*L699_W!C*GHCdNfHw03s_Nz+)KdYXJ+|-n~i5t-_mgJ~GR^^l-fodQVI&~up zV!f;rhuWsuO}~45-`nytfgvfm0SJ^@KHmDD|DKzk+|brde>6Bh0#6;oU}?cS$jCJLuSXVY0qP8;AmGa@sf zBtOf`akem(T0I}*6Z)QNqV}HBIXuPhhO9>3mD;;#f+Fs5g+oCGx!x=E$0oF(jp$sI z27Q;bF zn;z|!x1IaBf<*p_?jHWK^Letzz)S=)h5Q|v`&gN0TTl3{!_`ho;xnJ_Y-b#*cfUE? z+#3iCt*Um?v^I>+HSF*JJGtG+*YNu?TYNK3#_3t$W}^BurtOE_M#0;juMQziI!1}PF?lalJWJ_vGQt{2{ zbAf;*kae?iolQv@C+Q43(b_AO+2e^9!j4c9Y>I?9KL~<~qLj|H3ClQ7e>9sBW{EY| zkrOY-?Tpu_cqe?_CVKs{y^|nY?{V<;v0@?&F1@+_gE_BRFLm>_p;K5VBGI;AD*&R` z#5(7!F*o~Q2?phRNV5fTOd9G*s-GX}_hcj@%K8Vn7)j7L9f;U9)nJVwr5Z2ts1?FK z0#`yl?q;ZaAII5->E@uW(rXxLK+A_ht7rUJ>j*M95zuRkk0Hwul!9l8L{hcwG;V2! zio8jclr)&wGW%2g;iZa>1up(bt3AyRt zeL9R2%m!L(zfx?sT5Y$?+&5Zd>Hb^RYTH!_-L}R@EqCqhzn%Cn`gJ^>X#AU%h)GE* z3L5|d03ZPXfB*q-j{oqBJpX63?+^1k$Nmd>+~+wW2mtWi_l-{o82Bqc^TuEB!~U1Y z`RR{&n#b^~?ffX;{%1|U_h)qC5A(|Z1ptup=a+VmKLkDiB=F04!w&}&_LJ9r&R+`) z42bY+eCDr%4+hi!HzxaM`Am=Sx90KJcK?Tp#sg4)U+4CyA4~`ckgtsoVDa#=#tePm z2XyWq`-fZ{^k@I~7tcqjRPe`fM6X)#w}T82001EHxAoTt2cv}__M7KA{>cCVzy*Nw z$p3+X1aR%Yy#xR3pB*J4EEJmXFC`&RK~^cN!>On@vz@_0%9Un@+GC*EhMU zr>Sjo$GR3lc1Nndo7B%xm35M>Xxa2ov79opfM_bQlg(KNX=euSNDQY)`vleH1UC>@ z!HBjcdI0G73=tByi+_b#Zm-ZVlz7$s4T{Hngd$FP6lZve45O{*KU&Czq&x8R66yF` zx+WvMzZ2c2AZgET&yDiQTK!z7M89JS&S&Ianran0D*yS znSEH+ai&@yw!oLsV?=^nccnY!nwK8(Oe!QdTke#rH!_;xLwKD8Xgh#%Lh-z1nI_A^8S&{Z+9bV%UIB0Ho> zB}kv6YbH|=>{;havFsj$7I{wW!H0)nGjp}?;aHS|T_9tiCyWViA*&HI^6C;8u58_j zA-md^Z#*#v^Qbo#+Vfee;mdNL37{yU$%Pk;5eujugfqMzG~ZZ^O8Op9A5)EVXlKj4 zf|XNxfp9VGcB0-0Pj9W5z^~{ptA~`}rQ6W~vtN+SXrb)q^$2Q)dRRou+qB_x%jOoU zF4cJ%-R+2mJ&M}5)v5fztI!1IAc-rzSew7SPO{KQ$G zU&@esHe+)pw)ck|K(kgqera^3C4OEPD(E?X9tFjR>lh!uUTtS^T5=mYTsU2m#RE=g zcFhKXxFi9d_Yz9pNg}|uinDrB{TbDR)pp$M%)-YCI3*Hl`cRZWfO|6dX8;;&F22X6 zRWWw9&6*<3%e^LLr~w%9>4Zt;fag3(XW-`Q$!Xu#lTz6`zvH)m$&|y{sD+$=6vQJf zni5g-67I?3!DaDz<{)yPuLQxT$^P4gja2)WG0Cj+0}KEd5c!=4RSm( zhPtpEz8e+nCWN|vb7>>0q@8X8O3OB9oDe&d=9 z|8~&bOzwBxhaL_M; zjZ{kGRHr{<=b8Qs8_lT@}&W=J&Kh)XI1 zqH6cs(Zr>hbi%@{5ZI`dWn(AU;_QL2Ol363;=?fC)EO7mfDLJrbBnoy(yTEX@d@c6 zx~2CvXrkUoAL|tR_s*~4=`h|M`=9|k8>{KOoj47!YwLt(Q}}xeIZuq~p~VQ}i?J{{ zpX{KG*?^PjJq-Q7Q*Uh66P8|(w2AC1+fWNT7%jp5U@gNsmDTzy|4B?~+1Mma8~0aK z4KZoTx3~1g$V|C@AlV82D)iZnNBDTEoe;#rND5+BXiir0NC9X>@FFJ>r2;Q&F0qq+ zcpfF;<}BW-8P3eXu`f$z%okjb9E7C$D6$?q?vA`Qq~rCS`UkLjRfQjU6Nejl9-wsA zOAA5wBK@1(=M|2xkU8V~#?n%K*$*W7!7XY&^T>m_ zqX>0Fnu-%pP#ZJAkb>|?~MlmpiV#j(oa64y$!Q}x5{vdooZDIM_NS@;r8)36Z zUvbcx6xq)J<*PXc=6&C#*KBw(#bcnk#Z4q5ej@auAEB1h)?shL-PGF}>Xv zB!^<)D?R~Xhf$W_ZE+FvxDM=W6I-pF{h*WJu%NRFIHSDFQ8!oBqe(RqBvaJ?VTn&h z!p%p3B0gG%-4fMf{x%cQ6cS}K-yhZWqQRXB(!o{L?xz0rt=g5zTMjW9sy1GHYB%Sm z_K-ii?`5ij(oAk|yYO%hjG?+_EC&|Eav^oJW-FPQ7}?tEsg_6P!9p;K+wtblPkX!+nxxUY;d<*l*Dm9Ky6{W+HR8hbxgup@j~ z?KWl~Cb!JMVSv`};XBp~E1T4EpyEKTH9I1~g@-n$lw^t|%bSqjLo6n~0_4ldhJ~rN zXy9`(TvF8LxlWTBqzlLPp+$aT5{b9ch(lzT2aFhx$k6w#*x?J-kd%pp#B=CkG->lN zHL<{*eTCUo$<=P4Th$Da-Rkq<+CZ*mOo34mzOp#ou=+R&Jkz{MFv}eLR{#_#YT~*E zu2rIad*CZi)s+X`>IcFx74~BOS5Ay4>5kc+?QwZqep&=r^-&aiWMnRrG;7KRQo)h0rl?7_Sq$FV6 zr`wDj9cHr;Si#fQTZ^41Ecql-EutFoN(;26s9>1j_v)69u!hs5n4X|?I%quHM@k%o z!+PS_D*Wr<^r#262Ht9n>dVA3h?8$IrKY-QIve3FpNf z#*eno-{%rZekCE-;ER@|)d(~A7tim_51U#A`v-t&;8p}&L4(FwCBbOS23Bt-oRALy zYGe3ELoj6+vj{wUFXyMz`2P0gx_~-a$b)dEz4G>%w3zjii=7K9s9eDAqelwYq|%kWcM5H@e)KmMKD3mAPL*`7P!N-Um6hKe~Bd9?4Vl+5NgGah39|FpgwA z-{r+*DeTDBNU>=yC(NrZ!f|#XTD+-4NTdzgk72BlX>u#aPcNUrOM-B18E0EjyLY@0$BFYt z(1CahalKb;0Kff;E*~ybIv-cnYyiPY@A?T=ii9O-+l1iV*Kbk4^VsLf|>8<3N_&-P*j3kpbtqiY&Ea7?*@rh?sS+d(Hs{w$}Xo zJN0=p>28OPJ7ZiT+3p?X7FmO!gqK%fJHp9RXfQ%tW@Vpu>%*MG)#b~?P)z+P#78Wa z$`IZ!5<%N}cQ>0%Z^4W3UB^xaj8(^+J#9E#>{zbzMSv;AU15|U%$KwcOy zGH`o--4UoPjh`u8t}GzzTOAGHO?~0|ynG1&boVGxYTi*O|;A;S@){lNRM$w?d zGp|X(C%%=+0xf55%r9J2JVBH8E9WFni#(|*2j>h8ri5|#2P81?XmpBT{_*C+`kLU% zjBbmjgjpqe;f!X~HAG}yrn54}$3j`;*=9mi)9ol8+&n75GSMi0 z_*O_v3$DHB$R}vQqBPup9sEBgRrpM%Z#xWDu=XghWSrVxDZsBv$|8)&fIYyw);p1% zmDdjx;P+K~tRlHx22{`*bpy+01i=m?6$PXc$17WWZ#(J*@YQoAQO(ncw%hV;^E_Hh zVZ6F#IdhIQGR)#RSY~*7o55!+BI^?0OL!rmz7ixCrzHOo{J^x~z#A*Cdhn_c-c!qw zF_N52dt2WFzwg~A?dUU0p=zZtlEAs}rR0i=DJP#$vfP=Mo$v@WhG#r!zEgrE8N$O^ z=T6t2F{cADE!v?JHnT@>5&s|o?#%Qk2?n}9K70_)z7SmrkXN-z;aA}Eqa#hGYX2;- z<>`yddFP8peY{8#W3b0*%lzqFM1mbwSxT=H-Q(HO2&=E9aw?Fh0#^%oG8Q|DQKL?# zDIQFc5sc;bV(hHl6s63(v81=HBZ+`?H#EVj1Z#B{{tmJ+P^*kDpb;O!={f6Bebo|-D9A?LEEe#LS+A> zwrl-W-=Dmq1svx0jED}7a=P(F;Uc1YWQ?tQ)*v-gJGD+vd-a^Tl1^2*5m*b;>yBC7 zyM;ZW7ZEX+^Wyx?YF1_KxH~zD$qyH)I#4CqY0C@OBQWOxA5{^8N=RXLa=Bbud9GQ_ zEMJ*e2FVM;V9vDpX4mk@CwB3m)-$Oel}_TS6=|c5%35BG>OO;C79(}?o^u}8G<~FS zamgcEEFG-zME{i5mkJ_IK8IY9|K--YL8&RJuNJ?%_Q!Lr=2TDsIFp`{89$akT&eBu zW-XUC3k>CJ{2(k=e4V^yHF6j$Rtd)dB$Bc6GUw|8W7Ul7ldhEW`-fr}V<*9$thbe# zO^HSllB;?6tq&GNd-yMX!JJ^=%_m|}pVgUaUz0rbJlM*>`*lJe0anH&5X$;mNCEB~ zA#HnvRE~Z|khPnfmFvWX%5q;c2q4)OYRyF9@+8MJ4U@XT_!`T5L4H} z^adfuFofnm82D#<1s{jJBX{l#7T=w50=9+(HgWA+Za}%4yrozCb_!>PCC=rz*4|#k zAx-k}<=EB=KG@}sT&yOpnv;*Mq9;Msitn{L|`U_0t2;e0}R4 zaA?Q_LFI7LecOa}_?sy6`17jPY+K#KSY4K4p0_3*e(L>Q`47vJXa(B0tXVx++7Tn@ z(U|5XBboOVl?b08@~5k97up51v(9G^2tXc zOWxB*fDK4p&=zg6#P?qgukUT35^_F9#t`IB5Uvb`@pVq6}4xw7cWGgjHPvs?@XcfW#I-l~4~xWFupn zW?6owV!UaYB$g|evG?J8?%Y4)Jg1N0>P*m>c%frha4V_&7{F~wYm536E%Ja!V>%%; zl7kI#NfnUQ7$G3hi@wLhDk#S05{%#&-7S%Yf`IxG6!cD91j7JGV*NTlXa_2`vzQn7=Ub%j5C7C_cHnj!-lL#~ zWfe9++g)-|tPA~N18>_R$S!y>L`k6Z1Pxzn$4F;npcln%Xlt~@j$hBm4FUj>> z292vz+fYSVT_o5m@bmKVYAXa$EGi54&j8SR1b=Qli1e;CyO35CTZ*pgcrj99b4D%X zCxgH>_X*td4-*xJTboK4RYYt*11ykMTGsW)2%{^!6JzqR5aUxV8-qNi`t9GUYXH&; zOUA%M&7yRnyAD=wk|*Pbtp%SFZbKq^&xn!l!tcUjY^7So!FC4BJpbqh^0$i2dkt1 zh^~x^-^h{UgZ-?Ptu~_M1{9YwD)_2lbM_U2z*Ke`Y+nFoN}mENks%3OwlkR-y^_`{ zWgl~+|D&nt=v5Fw7vhsh73fbGK7{TZWRs6&0-_ODOo??lm(pnz5oTX;y%IO`NKSIv z?apeFfRjIQ#*YmLT%&AfefJ``)kZMlgNkiP@mgB~>%mEohxij4Tumb7R<%2%fD<;> zQfc^-Wv~gZS%&8#?{+85V(r0f{{}F;*VXyF-s0&WQQOk=HLUS{hUia(?;c4%u;Z$L zz-u7sS{}Q1jW1-aJ*T{xIr{KXcH}Xgs15vG3J&o8(gu}LCkYH~<10QtNQmni*3?i2 zWZ3kppU6vFaM1@2W@dldBtJ=eQw0$KmXrb!af{s8ayp)4}`GNZG9yxH($Cz7X z&C#o!-N6XAwY{0Y7FpKtHE9yJsiM-_^3=xg>~_Wu99*!+X*5qmDS6mop{@IDV(sQN zyMv5pgs2l7lo~G*885jY^m9`;edNz?FzcSOJ_{yCxQBmcD7Ui-@AF)T+G&gOz9sc4 zS5g%Ye)?*Os!V2&UtQC1=DOWy1w_0%QHuh}sa?;x{G)=?H1%t(z}<)z?6Tn-Yywjw z;zQ<(40q!R5`-^bGqll|g|OLn!0M3Nlv4Q5MM?iY=tO>D$AS)KR}x!PDNe2?j0(EG zIEA+uLhAvS;>?-4LBsZ0;^irD-jU-iY4yD#PK*)1SEF`&1^M5HV*G7cl}NmxXR91- z1z~k1k3NB*Z+prT+=%;ak5vWMZ+B72T1;irQjG5c)w2ZxA_R}Jum8qY4>}Z5Gov|) zORa_T^_-Uwx>Ca^`q@szWGPu{NbURU+$j{oe=ph7WYVDBzHXi?*p)|6TOtr6DV&t~ z_IK=@M&D`adZaLsmL>9$zn6J2l8TowN4lvV3IUz-Z&H98!)}6iCTBtM{>?}hA+1K# z27r=!Qa08>)CQ z-O*f%!)CMqPDuU{AU^dt5TL@LXoC>%*`;f;gC5V@N_f!@Iqkq+8_|K}Id_-qGwb%6JYLy16xNqb`$^AUfci6>XKxo?Fx_Kb zBNxw;eV$2!M_ZuMrIm48T!_|?qSf+t0QoE8`#m|tS(pupeUZYcbZR~E4V;8E=_iFL z#lWfcyvPOnrQgWU@MP9r#>V*%Q~37{`dvBR^_pkC1(!{LYfbs%6A$N9!dBIJL4$<< z?Z<9!mZEXvJo*6N)ui(;M0JTZ{=`FxS>r>t@%McTFd{R&{wzW;sx?ZA z&kb7VBHnFlpLs`rN5&s?wj6*45CsQv=LxVOx6lSvb__(wUT|M8jwA+&W4>+Xrq3(F zDT>}Iy0|}5H*sy=Tv~xuk{^A2LN1BX=>Ia%WwZC-RtmU$CM^VE##h?WRun?2a3;&Mb>`degkB$+VFN zMHf~b>_g&6URY>iS!L)iR=$ASL+yaDwluwHxU-;NCCio@@k^jE6ZEEah*T&ul6OX?=25Rz=9YR( z<6vaJW3;4j;J_o-hd*Ayy@ix}^jBAUzkUvYDZ^r8l`kmV&T~ZsKzOWVcc@cW!PSZk zLF}|6*NKQ36yKXk^dG`YA5};^^Fh>Hgiu+_#2xA9-dA^*LG0mBi*Bv@wP? zk-_3;J!tk~A^Phx+eY@SfSo{YIPf%Uc3Q8l;H;~fZxZzxY2n$Jz~j3AVi_hVPX1QX zx(1PkxB=NYRX`rGK@!CVB48(_@HT1h+&2$^aKM{$sLGAK;dkjutc#A+NEap=sxdhr ze$oi_U2CUzvxwJK_>-b#Hp5?U%f%cNr7+X``ye}lXiB2TI{H%mHnc}W1hu+Lpp|I{ zu@n6if5P)P>x;jE(exLNXtR=58x(G|F2PION|0QaQf^ywsugq<F&Cd(cM>Ll7`NQvz_JDR9Ue(10FJ=PbAvVjb3qGwHJm zW8;G1XTH`gg4ofr)3#ZXW#&gosIc%Z^E2cv=KuTfJtcZ{S|8M+s@D;6XArexSXcvX z3QR{tf&~*HN%5y3^(CSEj!2dEx%1&8PK2m#d3I-h!Vt{R&-CNv^uvp=yDlmiJH>Ki zL={@qc;6T!dk_PyeFge2X_-vJYPj&8gXl@_{h>c6@+Q?!PTz@AQ@eFhthF)1k3w5w zf04ooNYWBS9_@olaA&5=hPD@%>yc?Md=9g?4E(M_TJmo`XVy*#B#bWk}IM1RCB7}Z8fVElbVWM zJ*+J-;J)2hC5ySe*E~2fmNuxQ+JZYBch^RM*(ldqnk5xY!*oG`#K_c1tAJ_pXX;Tz zGlVuR-nLg!QU>8((C3%>Z!ynV4>%_RtX`A1AU6z+q9%J&oR^eVL=_2|YDBMlyAdEG zkSeo5@P%p-D})4N{mD7tdviHE+_KH)x}e$G7eNl)gTq+9dtW>|G2*Qr0E2OCmt4;3I~UY{oKC zIm#xU^td8$M_mTE3`=}oc&kKL=G%3dtinE~)$IfZkUyfD zEQ+8Drjx9g&n@qLZ+;L!hX*$ZKcTnUv4yLjVHwhJV<3aQ-H30yVHe+mvn{XR=Yhgj z2q;*8ZjrP;_uStPsXG?*3QG-~E93eqKZ_TN|MuXE(I)>I0}{;eW{+0RA&ok_RZOpU z>`d*y>~JZh_M%}m!MxqZW-j|UR>u7%U@k0@I=Z@d0BX+F)?D1|A6@rj2VrwZYwZ`h zKk?Bv#3mGjx1&}ib3lu#2%viJ?qb+rP8%}H_Bwr@Dq)l_`Q(Z8-F|;lF|2t&ZU4M3 zp5$R*K|~^&YlP>alsxP7-8?LU@Cx<~a;++2h{$^kH8kGX-p`b%bmX!0GZU9LkB zG*hx}T2vZIjaFa$Aq4|m@T}_5pNad)r_9IDLsvo{z7++p`2iih38x>&T#6%yCI@uc zgZF&n7)YS}IX{JRc8Wi3Aj!#lCCY9wg@2GAu=}n&&>;&1pIqCx$bswxka8*9 zY=cez>gene2UyErA=_x-B&H7;HkXnbXx%!tB+h1Nxa6yQ=1H$S zJ`fTUcwcQEdO+-2sG!MZWmsj<#RTDH?o9$PUKxJ+wm-+cbeDM%Zh(ecvHUHQ@)zN~ zy4i4Fxo4IT%;BUiBSr*J1E39XV@Uxj@cqJvWG^akDm5A;pLx16v|JiVu@WgW%qjPe zGUkM-SndcrI0TzTjEH%ioNXq4%Y0%Hh^#5F%3jQfaR)%^!~ENb6D@aJnWtF(`9V?KcEc+u~t3TjU4~(V>{kxu-ps% zs|pYlrg6eFE{dK);|sc?2HznNf9fTceMvpHlu~A?;jB59@|(*SqQDDtFrB6|2)bDU z5>TuctWZ!fiV)n|T&}WzySNuZ_HqgwSCI_yGH#DiAbf4D-cS-(o;xEGsM&+SB&-77 zEgd?HH0=t|I=iK5p5sgYRCnve_xpM)EvEGyU=h_dTw+z-NRIRMY^~AM`W4kMQ)z?o zl>|-em@?0jr1)%%g68y|3$e4XuCXWZ{OFqNg|m3uoP4%TZdk1gXaS8E5O zMjg$8WJIJR^Ex@*WvJ~cRNTuC2w!L?nI%yr6ou2+cLo1J|H4?0DAL)aPx;*)l3(UK zN&iGO2plQm!7hbsTL54=#|CL!X7|^H%zRT-Lm`Bl+q-^}CfT~js_&>BO}3lF^wp5v zg;)x?Qog3Mp_+aQo|ZH01%r>(_bZC#{(3IxMOP1&Q`sZN44YrI%M%!DkZ)vyYZ$Os zkf)EyvJsph`bC`6KxUUM%Q*-)KMUdfW_l>uJYZt4|DNHW3dns^{AWHAx*X5b>UwP zW*#_M2&(bka1gO}KbESWRHvQ%?F!(z)Q4nb`A6;KuYHoGKftc03QHEEWGB$XflL*I zO2E9oc}Hkkn5-Z8xpU%eSQBmMoY)W+&@{R-<&`aB`<6SVwO+vP6xz6-q7J0|yzy2% zzM2J$=S*t+KE%zD$LBRX&Fe+(w1!fWWRY`xmVMyAv(L-s1CX$o#|^3wM;TqfPj;`EeQXHzUry<6W~!9UaHv0SRSnfCoHOh@&9 zbjcI%BUmElNOI1F=;6LDN+Gk%l&N48Vds3TR9?QZ#AT2z46uI%r0l+HV{DKSa0`$m zOp3v2X8uw8{xb*;V_i4`$uEm%WlUSA;7-5~bK*BI-EF{G*%y8`G!a_2?kuDnOQ7d!QWI z_pI4y!(@8-ct=Z9e)ny2wEOSb&(y$O7;YbFY@N!zE;t{hr(rgwHR%SLIw1(KQ$#^& z?o;F5sN&aEWVpa@*vx9l5|J&$=)d}g5lakJ@>PGyHYkZMc%>MktnvIMxXrwmziMW` zJ{(GwN%&%uSQ0Ms)eHo(xG{u$^okvsyK|xaQbcbgoFv|ejwh(?`*pfYx&ZvI6Vmr4 zKCH%O>$fXu`I(`ApY*!RQ7Uns9Za42(U0~#lSa|BdoWi_UD@E)F6$cPwGF%N}zi}+z=@mBnGLdRCuQjk7S0jhZ>xo}xK zg~!_2RddXpz%L+bl@?uNpk7dF@|Yck>jR*h3)N+yJiNv%gaGyo6sWTw+sr_Rc%j2q ztk(1Wwc^H5B2icKBK-*lS8}luixLhw8WML!vQr z8-Hko0x%wgeur~SAnE)KYDOG+EXo>%%rJ=czf<{m3vk4r+C;NZlf%;oV;%{#ej~ww zq`;5ZHhmk#-F(SB@j@k1;e)73_!>k^@XDW0(Sb5uo`$%Sp0o`&%o0DRT1Rf>dmN}? zg2=Jkem(eT6XMk{ID&WGmW@9XcrrBwmetWR>8k2NRO+Ng?73+lW&+$is8@Vq`}I4F zIYe~(3{`tT0(cKa6%YvY&iPMK*9gwgl7jajtz1!w9LPjAktA!Z z#!&M>vsf;!lq#$v>%SnMgrjKiB>N4ce`fqBbi*BBp71Q!Y*Q_e?i_LY=ThpjLMOGY z6P1#77@}D-a#v#x^v+zNIja?_9G?;O`G_LJ_SxM&^Z0sp*o~2_oQ1z(ja9#_yx`Ypz3qaTB;YEooTd4Y4pyhFZJ()=` zaD@uWP#HPYKtxu>W^B9Vj9sqzkoYErX^~~aklzpvt~5c9E>x#p|*JF64JxIXs&L3wtsG~&!yZk z*-7@=Z63YTuACe;%McC$$%m@Ou|AoyaWVV|LttvW8wbY=o4u?|K?R&95B*u_8NFY& zy8LSPM?4s}OlW5Qyj1v|t_!|%7^hPE6JyC;xw#Y#q2r^`-6AogytE^^qLv@%PU-4y zHc4}I5#B13_``Py1&1gC)Ke)Sj{yMI@D)YloTi)2bnLt~De*zLVJz5*-vofba+}J! zmH28_mo2@vtT*#2Rf$T9m#)x6Ny$?F${d;nc354LY8H8DX@g8>4+dcq`g`9d+PKMF?#!KfbIUzYf&@#kEkuNMHjJ*& zZcnqgz^-;;-yy%Fl}2QX^wKP2XHuwop0)WT5=1(V(r0I0gm?LKse+!wxC-s50rqch zxkM!*JR5fe-QC-f$VY?H#eA&j`o5>G!;94JS=Sl6LH?-^8WrbPHHZkRpS8>O`t({c z^wk~{S8tmhNQuASJx~^^$P;{1xb53|jUYHv87p5n6PqvSocVE+!DZq`NJ?DHp1KpW zu$Gmbxt70$nfj<@B4P}(u>XcJ%P|rE)tC2Y!2Z+y@8BXxnL0aZLrs4jiO6z@iYQB9 z;nPx3Tj6@8Yo~J@MCZPDZ)03W1}FUT+^ByfyI>h@^!SvF{^_Tyzq~Ev-lsDEm>LFV zP!G{;!!&{&$Y<@nY_hAO@SxLN?)hkIk4og$mYO={0L#)HVE-J^j5?V?X&&L!D(Op> zC-L`g%1Hx4s^_b9D28&y!)@AHMY(oFZNvyqr8*l;z1qY^sNEN3gWB$H@krpxWjhF^ z+3g{2j@6)}(j5=qPh|o`^J{^hOS?naIhBVH5@X~_FWrpJCw?=EJ1yJ%m$<4^o0u6Mdi2~+2Y_xF@N;sEW=q#>`l&SyKmi)m>bBExda;> z1*o*Uab zm8ia=dyMGuRIo_I+{i_Bo(X!L$s$5 zFfm(B>h^qlGrT^?8F{mLufMs!sgpxT=5^t7jRtlN=3wrSUGp0b(B4v_?&%i%8&T& zZXSVyS@ShaGAZ1RCZo@_XUZ_Aj4(>xFa= zi4ly+$kpE*^m0hd&r*g;`%76$++H#C3=&O1z+ZY~0*!$g^01(tLFku$nWC1iI>x-# zs}H;sCcfeiSAU!iTCKH@TNaRR;2#!kT%-XTbK+kDM#*8DM*M}9D`CHRgXnHTrgt@o zCG`HJ+)=t#1*iR*TTJ?y1x2Dkh(AVA1%YP}(qH<(o6p>Q4|>&SVs%b*R7b@@&~4FL&b!L5`Mya@uct?HMQA0K_l z*ACx8(SCs27Caa?tz^D_dE&Q8Xk&BVnV7Kw_Vxg|YDYaO; zx?rXpe%yfj060YJ*=zaF%i+y1Tc8`^-$LCJlq2*ym?{N?ebn8GccT1MchIfmB<5%^ z9*o>Ox4t&%!xc33WWJP1^|!{*s;hJuJ9paYM8_vRlf1GbR&*vxQz-5C3p;ytgVKZg zW)oY-TG|FCZ{I8Oh>LluEoL%F7j&XdQ}dSYc~AuVf>va)NqpepPifl?#gdV4us5_H zMl+(^9(`X|2O%9>k4Iz?H<5T0L*n23O+EShq-b7jHs2TzdaYqM?nqRBN1dxR-4$0r zsKta6YO9f|TTzTEe@j865DmpSd>08`y>7)cze{sNyE6l+3J!sGwFp{+fG@G;r4wrG z3;os`*B@ctgPt--Xjk0bliVNRESa6?%w=5FBwJ85ob#1PrX$_L;Gog_$t?|tqSfL) zb183!nNByXhDukaq&+!UPEkzU%P$LFyZOzZMi2$$7)#G0zN7xvMC}`{#@s6U4qakM zVs>D#X%<4SJx+15bj&{Rt1b3+HK@`gby+tw=s?A$G?fnI;G#X>g9R}Nrs*l@Fl#_w z_%m>TfG*BaVe35Ohm#)|l<>El#0}4NN3;F*(*<(}_bkEN@}m%n#gB)r3n&$ZlywY z5l4WH+Us7a3RiZpX{miLyJACE;?`D!Yuz5EK4i7Ugna4j>Ief|@Fb}wy#d^E_!xOc z2R?ZQJ!0DJFzjWl?M8?AK$}z4VzT+EQ_)ww+uOs|8SnRy^3UBbR=t7geRnJZ=Y?=1 zgW8hvM2LlXUMT2cvkUiDw1YumFnDW6OaQzdl08p-7AH?pUq?OgV<`-zF?KLH*xlbX z64S$|CxhRR9$q-*mfN5Kh}#6cUFo9&6$a?R#g#a5%fW_V)nq}fc@xz>$~=~ogrqoP zUl~rCWAz+2D+}^hvyoTcv)uMniY}&|#PB%Ycn46e3{l&c+`K}Ve%@-R>A5ohYCD_S5AcHuJmS~|GeQs9OI{SR0Fo;X59QB2!>N*th{cpXihs~D41z~qUqyt zkDw@yayX-1bMZT{wf6?SN~`mNRf_WS>$f)<0!uZAZqtSv^A`A~zV zzz~0q!6pj{3C>Iy6UU7YnaOS}DeJ0;fmA6WMbr>Wlya=W1?#-b-*8B;iB4U7#9n`H z0>uvbi##D`f!R@I81yI1oJb5v#5o`Gg#7lF-;1$j_4q{AqULSFhJl6U7cRFmRd_}l z2em~d{4RrEx1ioO{w!rvBa>^dGfIXM4>O&Z#dp8u7NJ(%K4}9@gRcuzyO({s$7h%O zolO0&-YrOxGrXPSku0H&{F`xRsjyr1S{Dfd+G(6g^G0Y`OlHZeK~|rpT4h3xZeG*E z40e$*)Xv%p)l@wy*gxeXRUJFgo3a0XFM!^Q#0R`%duxBN^PL1X6uUJabZYF4VCi@2 zc=2A-VxV~yiN}cuA1Lz*B5G}J-u^kfmb_q>IHbXMs+uTxQpW+&F;t+Fh@(;RSO@tZ z)Mt$OC6M|kXARa10_Em@r!HE>H=(j~5=c%~51FH7T^yQEsN-51UeC!2_NpwC7RKUT z-Bf&t6XlhQ+o5RuX>MGl5t&`Z2jSg>&Z~U+2nW%kS_#8)V<%mBH4xVrik_#^!MKXP_(t4Zg0h5@Cl4^}y7dyQkc<84Q^98C~Ywmh=; z9SGG*+43zB-XFp-NqUw=B0;DkFFXwOIaAK%>b)d{>{#d&425rxH|tLbOWbl;mtlYt6*xWYQONGhySoW8BBZum znFRPn_yLJzIdS=Wi6GE2T~2?~InOCzU&R%p`|Hq2qIDL%YEoJH=qRLAt9$P7~{t6p?8%y%Lt!5x)cLo}cp-UkYQ;F5kEA98di zprX{qLj4XIs`#yZOs4q20dnn+Xo5{W-@RYAEqIn=^i`-94FIda*7%!*Q$J*rx=qM< zDQ@c$+6dd)H_wh`a0@E_Obskyvg*$^IdWuA|F@i8C%(rBnSgZ;>oYE|EYCO?W7YzFt{R*` zh#(|ii21h;2|d5%@QVC0j-Ie(N>#akox~^QsNbDq6!nyhc>KHo=Q;1aDyuH1-_89{6i>;aBHAvh zv(9PF|M%g0;HH7~&m462%VnJ*yB}V0j%YMub>q8mig5|}O>H%~j4+v|S6z=&PTaOa z<7^AyTVdC`*HYK?k~sG}Ir5Jf(i5&uqQ2v$j#4Iv0@wt(vWc@D)H^d*qZWM=on;Ia z&_gL+Fw8GiBH$iNGrc?1DH$@y%n+{=@XTPA7bE-DT@G4y;W2exe)TDgf2Z;m@dbxtesG&8J#DWa zsw*d8UapxbSW17UnKG-OT$2mtiM;li>`1Z{Gvr|X;+&=6SW6jknED>0QBIlwkpr*4 zj5<1`8{@v4f1h*FmIrM&GmLSFhE^|49UdXTf8zo|q%ocPe*hOi=)ak=Ds71J(GgLB z;pWrvLFRPq?=3ldb-bI+f85~?l*Mi}7+1Y^To)S(h(dTjNCWZZMP!7>is!Q($GZf( zW+9P>hu&GbB-b1@DbX#jBm%vlPvDfnLf}sW{1SZv-V->E$fOXFo_?Lvut}$$xBQua ziqL_0_WtXQl*c|R-!D^1?~oJBJH1@-@CY1M&+&5pij<)M0p|xsgZLMqa;RjM_ajX% z;kPP$y78&=Slm!tV6W+wiQrVAMD!5U&LKFrb+>{4_>U&&!%`|SyOn&=_D?7;h z!^}Y!BI!?lA|89nFJu_FjITH}8Mg`4Kiff^1=S^JxMT|MtPBni$}lBfQihv@0vWVIgSjr~lZ-6qj{V`KM}!{$d0RCl?6G47``|nC|LgVD zBHuy=eqk0q9!C3aA7n%Qkzn?U=P>PKiO|10X6<{`C z>`t8oj8?%p0$Yn-i$P|`uYWHs54+3@5|S{xTP^?_iz~Xo!XZzksYO|>A^Db7asEUX zBdpu};E84hNSS5?-~ST{&Yz_48aTj&wunU&9CZy|Z$k!lj4_98A*%qa|0NepJ!X`G zQNHN9v$JbPhAVTk%tP=fw!(LXbVvE-tWjON183NEtevBRGACzW@nMS z-opR}1Zq!Un%}+}#h zYu&N{Fo~Cc&9g%1z=qTde5#k6{R%66i|is6Y% zu=8sEgY1}J#OLanl`o`Knf+kK4VTY*P7*MUvY!9fhcP{77;wZ_+∓IfZp8oRTGk zl|@e@9~o;d#ngTxo`=Fz!Y~4`#yO74IF<# ze$uFJg;p%@HzV#wGTWpI8e8bY*om_|#sD8vMY{i`wu! z;^la3$;f%Dy6Lw_RYUk;qCW%W`*ya=g$iFriktW`YOL^ZY@?Kkh(}!)j(hj^FioBg zmSssH`?(c3TEIGirMP6+Vg6k z#s85^AE4@8XKS->ip@F&GjXsB-eRbeCnD7_apMZ%>U65%F>M})lf6c4T7|QQa z%Dyu5=%EiiN^DLqpI{W=_ScOFIg!zrBtsR2=wm@DVF|Gv^(wpSt{#y7I4~z(53ZKR^hu=}4q@jtL@2~R0ZA>|kvHr)-iA;FWRu9j6k`@@ z2~S8X6@*fpIR0gZ!mU@&>1taQKBuWFv%pTl4<_XbgA|Ujlv`G}2_P}v*{_1Rc#IQv zUg2Ad{nd0WSU$(M9{|;lya)flDiQQRioSDM2seL60J%ZlFz)C*%5|-lzFY6|NGsaQ zFtpsSFs&%?uWwl(3`kP=(kq#H5v@3_7PU_hY4|a^uM!&Ud7?mvYtB6l%DRacDm=9* z*ui4<(~<&?yiW7JR-S8`1AGncPxO1mo6cn`1(ZBB12NX!di+%ttrPbSKOh&_OgM3t zB8Zranaz7AQ3ZpOLj1|*qTzs$liQfMa2jz1Jx z(^EenedDA`a^q>OqR=?FDgLdLK|O3i+OZ7o5wj7)_SxTq5`MViafnvpQ>OAZnGIM) zzhC@$mkudDIyH8PZMmiF-ONT3CYQ!{e=#gTu|gGt;38)MV45mh1rP>|dD@OEX+^i1 zt1BQzi#aTFzbLzc1eH07WK#wLU0{SU!Iid_gJPaNHjH}Y{TD(dwo-lf<`3YO@`dn) zr&?RcW6S z1U=Lpa?Z><@#%HDf-<+(eSPLyQE?1h!ZdA&*>9x~Y!|E3M@AYWrTs7L)@=^`TStsZ zR%OW}z+q`|K}~(qt$~^E{FtQbYzj;9N=mr!yeZko@xTqDtV(5F&sxBTCNK4nVb&C` zw7Ajjw2qU8q|_z4q1(5hg{NYA)}`3EqqYG&f@_NB~8WDwg$0GPb(Z`t?Qc*TUJp2h16 zJ2qN$$(J-qF2B{E-?JWa@%sesuGD;qVdklYu73#L$M&9!*}s>FMF);TQhcNEVE1Ro zMhhf~LTSAW-~o0!;z+2@1#Opv(jvwUD^Z@F;sAP8lG$BqN5j}KbR7@e#Bc?l_vxP$ z44pdpkG>}Ege1<)2}J9m>Xi~?@JWNU(k*agb`YJsQQ%X`{o?>iGd<^G;}+nGCShfW z@@~LX2V(aws5KTDK0R4C_$Sbms0?4^AR>f)+Rm39yrC}x8H#t>fXh-l8iTs7?y47w^)}*h6ce;9Ghg)I=I_biClFAL zeS3j#?$&mpo=nfp-ym1~w_kG83b)poS0mF|IG?(?w@f0KTX zo5X(p5a8;k>XVa?yi>^}0p7Ryst8vw5TkTuYPE(GH!n!vSM^R|4C5s7eEiXYf_fxa1Z=V4aQHA#aJ#%c9tpAKr!I1o6ALK=U$2GUtJ* zC9$2&5*QrAzwSMoGT!fLyuwGvgnYYtDR2c0ZH7nd@HxG|4s-DgW6W}uX}x}$nd>G& z=|IW>Z7bnx*n!wMKJ_iChDA*X&dT)p6LCF|3_LDy5WcB15ay>3M;wNj2X$X{GW*a+ zXHn?8FcuQt@!<}Rk2!&F6De+Zs{B1~6F@{N;*3=`xBxlmsU@cye@tH*;RiU)ZVA$y z7WOyw0!9M8Rf=9>y@kLP8RtF3+GVsW-g77BAZHojD{N&(q0?m%is!mqe6r-e+|1C< zE)UCmE(4DRz~owgUMGi`fbQQY_XQ(F#om3X>-zX_FqG}{CqPc!b8V#8#?wB!w8ON| zHtYS;l4a1_4?>e|W_VnOP$0p|6#G&-=faUv^#3?hZAzRDCV5xV#)|A*jrQ8*4}xHL zGoCIDGNf<)8WZfcWQJXA;o)tbc+)W3!C#<|fBX%^FWb0CDo^^`be#>yl5aOozFR~^ z3>zsYTa10Ig*`Z3Gga>6_K_+9Z@|&A!SilNyj+RZ>|AQKy$vMNS{w%9y*~YdDt_!>sC1~_+BiGzj$*KedbaSEf z6UFf1Sr$w;R|z=ovk+_YYU;#OU8{<=v0MWY>>JW2W*3hHWnSDv?Np|M+fyXx0k%4F z&l522;S}GKqe-9-j1DyiUSQ~4hS{Un)B7aK3(pNTp}ljWCf~cgGRI&aY}crQIL~|V zpphNzxR$Chp}|ieVi9wdMBwVE4&7{fGx$u78D6nvlZnmsvrlRN4q*Z=buDIlHCXvV z%5)5nBCoTrm4%1`LAwIb`xh9f7+DpaA-+MULG75!(#qU!{wOd@S;4qW2%)*alLhYT z+`d?aoL2+VKz9yt#Q6(SrJ7@T<_tTeQz_61>g2FUhlbe7fl3j# zmXYPAZ~}jVg2-;WXfv|kUYraZEbTuQSLCu6u2d|sOcL}CGvxt?0>1%p2W#x`IE?3b z%GL4DFX6{zgZwL}$=UyjfHm!@(nWi|z6{XR=DFIfxE7ew4C=pO$O|s7SYcq73Ie)` zfv6a;bRtBxqO>jN_=&D60(WXF(ZI6H=sPfSI;_zE)OeMxWSVWK{ge?Pa_{Lhj+TR@>*)n@cDn3_T12XqxF z>m||0{#^q&0%(QAG(b3i7WzC3I3ZHvK5_e3yCRKxc%zIe>XL(Hk^! zLJnkN%$b|D1_0?d#$STv;GESp8c+KjAeD}->v5whKK9msYkHY7yjEpPI2^w>DaWu zcfs6{?{m)s2*@2oJx9cOd2(zjp7Ay9DcZIg!e7;|8LkGnZ=4qY>W1({jVuGVbCfYOU-_tpi*}BD z@!Z!~>-Raa;!nb~djdIX`NDbEqp`-_kP2z#l^9mCAL;PuwV-^a%IaA&cl{a&$%AH4 zG&*HUY9C1QSsEXZU>kj)YDrZ14=)FHdkcC`f?*GjOGw&#ouPF_w2bSkA309c?M##M1xx_YQ*Vo+~hF8v;>P2V*G8VRUeqFOC)w z7@;7X4I}s!8&ju3NraupRNg0A)iK2V^!6hDt6Y-k@3Sbj$rZ|+ne-Ysc5zEj%W~&3 zW#FTqlRHVh1}?m0s$aB&#GhKmlf5C(7yKLVU6NP`;xL9a1d1N&C6!{f+-n(?k#WD^ zacyL1KxY_ha1huKGE(zoZMP>x)FAMCBVF0Fwx}n8n)hUd(L8`0uo)1w-o)?L??*Fy zamkyr1wP-iHAyr|lY{|XQ*xk)Z)FCCbuEo>5cDz|Lv6ILRzQhqtx)N$VI=I-AkRq= ziejpyLJitQxw4r$7t!cNG0$(DkzYi*M!i5TGqM+cwj1(LIU)q5^!sf}V|5Z(i3q6p zG?y!VxcTWpx|ZwvnS88`u{~ehG_OxN=VGx022$7$McO9DLG5)D#^@=>k+6CuYHNr^ z#r`1%xYagxx}&kk>q{(1_B}9^81*7k#e#Xj*>~{?l5n5tPh0J&Qs?ksKq7&GAHJ z^qi*bBg#MqU@3C`#H#_ z!x{hgy@9$}xxDV{m3#GV9b;+%QvqQN<6z!fDabJt> zFr2Z7-1l5=a7)a`KdEdeGRHy&rM^l`(!BJ8-QCz5a0lkoBEY zN#)~Si7&&rZunIz-6$rRE=LR`o=XV#ypb(xiO^CKMaCgvWj7t6yA zS%vaS#DVFwwll;h+e^o3(<4(cV7v5@#%5LD4ZlACK?7HTJV(kCo0ss!Px_k+g_ ziC*y0I#|W!RO*E)nA_v#pPnW}x6{fI${*KZ!@OM)u|+-t607b=9SNe#@9B~pm#jMzYg%MQ^$jgO z7H5o4P7JA>eq;-m$is~0a_%HzL*y@KBv6AxtcNg%w{j24_GwyB-2yo-CLvn zAxtUG!>PF(f;R0gOjms0EmExRr`$pb)xzkAv)CWAJ~*AgJ(0t>BQ+aMB*|1ot%4eY zc1gewTN>}yH7#nQ4SlH~NRM@HTrA{XXZwwitlD(S7>q5imo5lg z)zbRE&ieUSF+JphNSer|!n09%kR|PQpuvS!->ZIIE%@5!(nhwI*d0yx$8hktkN4oS z@i~I3R;;3zh-SjoWU3ErZfPd-?UshX=0M924nOoD|DWQe^Jb|%qPm1h=|2iD8G|DZ zhi(4Q869jBke)Xi)T%|{`rQx$vvIq&>mIQCvJuh|xuXani>d1u1AX}meRk3#mO}%h zW?atS&(e<~wzzsLcqnbE7%v0$8=MP^{a|6%3)frGl>v+s0K_M-$0ZRJJ_+|VK9_}f zNQMy2)Pu>yV1P(c881#57r~<829mTpf+<2mG(`1_5iiW@ju`Oi_l(BfZ-qCS32(=3sLjpp9{xnfm^$6nYIh zn7;H|-l{LzrD2%fb=+pB+0n|i@+lfvCjg8b|he#8z<3 zd_e8P7(PM>w=*Ka8EJm$Xf0`Yg}A`be(i7r0u-hJxY1meKN~U37-%(b9xu|gD!woo zDjU0UHzL!xv$jy1|8-Mkn*g@rFJPsTp(I?KtsInZfMZ42XkzhOv@J$*r_bH%V6)?` zZv;$iP>`{(zo@D18Ejf7(nxD*44fWmDRSN`NI8j01$nlg6f2*@tO0eMn4DDKpJ*9U zFo!qE&|UApzd0VOY#b7{1j6Iw2Wtpf^QRfyY^0OHgsng;=&gF|=!?dssHwN#M?R_G z=)pjL5s^+WVuETB-LO0~?ZLEE?&Tc>~9qIy>YTuFn;(ig8-h>Bm-Dl`~aDTwSqi-^or3*Cc27}>%{ zEikT`M^~UzD+lu%y>`yWkUz_jEBY@@Ri1`GfI{}q62A)V}yA-NWGD-)cf2xz)!Yr7j#heJ`6uKwZi#%7> zTbT&OmWP}^#wo(Sp)7IVBr@uZYAV~ANdp4r!Ubnj&qE+}C&a>HJ4pT3QU)NdaX4B& znpiGQwpk`VjB8$Bg6*M6t1$G5xgWfKO!BTc${=U2j2BA@%YVylKvufGmhrAFEa5CF zu8koqUO~(lsi<98*gyW()=O8tWoy+2e}oeg1^}gR%(UqZ_CifV>FN(=vFFlKm;%2_ zhb#YFzIm!57N9cr{$pv#1G(@XnPVsqv+OIHw6}1Tf2!Z{i6xe@oodhw++D+YIe*(Be%Il>vcosY3W zB*?^s_EsmT(!SBHPo4e>b#**2SU}Ex0QckGpLavbxzV;};~iPY+RHY&T9>?l z49a>uT&_|4by;R%9n(B#BRb)w%FaM23Mgx0<@h>P^d;95D77#B09b+d01nrob>3C! zKJ+c5cbpfZz&r(xp9!pLBxElje7_2nRF2g8`b0n$0MWMFH>-{N!!2IkgeCGdVO7}0 zQ#d8-^^kh}*~x{Ma<2^%ji@({?*Ns%PmAxO1&=$?shozYLF#m5;%%D%`1C?dJ|{A$ zRKYGYnL>7s2q3{@&7=eX9^7?Omt&@cM+YGGrtq%YM2HppxUN4)rI3q9&T3nR^Ab zZo)r#rDWnxhc4p}avYKmwu^>th7eBi?b&{e7d!cS2P3%kDe>4~*Y5rieI8{oa?YGq zqtx)lO+7FpltOz0?yEt$;P5cnD@5ENU+uJMD*Ws6@I38Yuo4G5$qs6YT%dIdfnnYk zD;!q8b_^()a>?St=p$sR_4Ea_mSURlliZpLiSC(=u!i9lxF zKFMwj!f~TE8_)B&^K5a?cr*hrzWWmVErt>?9oK^Dtn51lA=_k7nCkHGVbrbwwN*R(rF zHN0WS|A)OjSpnrGN;G!=X;J+1mh-@d_u;qvql!{#aYipYcdG?4Q|w@)>f&48rmeufNoxoHpj{dnTUaEX0$?cCqUbrX6m#JwU6 zREe&9Au{xev<(b5h~0sEba}sW1(v=Bc|s&MDf26!iX(G-8PrL3i~*3+v33^SL9^)f zSF7{T{bM2SI@M8y>_x@$pZTW27d#FTLGtc8Mt9-r-lh{$!i{K<0|-*p1jsMMTulp= zbF4?hNFzyqnav;ijTIy3v1@}>i2AGEHjVMi*cN6Rp9fHhTcXXfKLN}G?^Cx@NEN)E z?=>Y{n0Ns7M+FMjNHnbyaw~BFLTt z7c_NlJkx<0Aaz}9I>DY6sap(E${ivsgr=7S#DVSbBts+u=Rv0CHaL*fv!33*%n2&q<-YuR@)4WwPc zaif(r$pOdO^au%8Ix3t(tPv;MO1?mF@d+oAluWDj8u64US^M$`{8I7k-~>lM=k>)J zVw$H^7IGc)oXBKldtLGB991JyZ*|h$aAIy3ibuZ}RmSvS0T4Bj`iENG8H7@?m8*H( zr^EXrD?M#uUcs?9{$<*St0`!FJ_8{}6U;2(VF{o;9wXr)ZvDVgv-J{$)T4qAI`vb~ z&-prIGy)L@{{Q@x@hJZSKcq1C+o(@lG#~*&lkRov@fW9#Q>rYOmP&NWMt`XT9lRvl z;x4Nl0!SR&4!Ped5+B-@43i3T3^eZL?Ej-E^2w@MOhkJdh2zCJ?TE1_WY$JgDGxl? zhm+^3`3g|5tu*91eR4R$yb=1qX{h}Bt)g||)aY2Lf?<2d>a2;2GNehjurPXO?+l`( zJXiaN9jT%wAQEh31Vy1(uL+s_NYU$IYs?CSt#0(q%pmkiJ+w(bf9VQ&;W4h~sb-I3 z;Zj;%>aMof7uOnRIXyJb1-RO0ACVl4&{rv_Y_5&#U>kokBYPz3FI5ugcq-}Fb0X3q z*MN4Nxd>ku)xeVqC8uUkKYA-%>eTla_XOCiX(Ue4O@SogKmrAZuQ+4+aIL@tkmN@0@q%%*(vAq>?;o(NqAW2c1^%b=nSBE(e zyDMX$%hb;AQ@!jy4%xr7=WU9P3iC>1tf?V8&BA`cN>0et<0RnYs4m1eQ}oLqc2^ew zMDdOm9baA#C*&cWi-M2Whb;QNA9I*vJBe7YG6#e4to#$`VIZ$bOxSg zE$M#>^zRUYwPJZ?bO&NI*tImr`KB??6OC4bJ{QW?0h+LQ+mF2R!NgY)InsbtN8wg@LjpFFbfr zeVwCJY+a4cpoMNat23n^#tsrB9bnj-EF{wH%4HY&O*a$R;$VdAAF5{raY=@zeLYjJ z>iopgFt!u@7~GrjG_T%AN#gFf%wkkd3A(kJyzLD(9;uU zriC~aOAMR@E}1|;N`l4rs`gzSb|L0^W%{*CUPq?=&sXTZc~Da>T}X&6%Lhx3X@jl# zMP3xw+-}D3=KL>mq4#tj&iKee;=(=`FpA4o9``M+8S^biw)vyfenJDg958pNHe&0MH zIc%aQ4|6pTcIwLzCzu5K9Z0Z}PhlL=cs9~ZUMTV4jSb>=iQur9sMJ$%$p8hxA^b|u z7#gF-07mjl*a!mrsvk5#7$~? zH51aZA-##=s7E81Hh3oAcc+AZ4Zy6_G0HcCYwUFcep>;25DOuAy}8)^4_YgG+avP> zE1XuM(bDp{e$BJ0wc9D69hrnez)2s=jlG(|}1jmwP-TrkKV9)(er|y8#g- z3K4@YxL1>R+L7~E?-4?^sP)_N3;KL#x6y*nddb4P$~_Q>l|GaJ_VLM5{Ksvf^pU5rE9bPgxVf9Xcn*qgzz%^oWVr zJxBt%eSx#|7;bxb*-fP*hsciTHgDbAHT$@6s)%TCM}#G>7xITc656SrSN;#eiP*%0 zUF2Q}jgH`8S9^!)EPjbU?|t-MhyHHBy)_Zmlq+WvTw#n4Lh-hFvhQI zj6IBOVVFN3*#71a8=g7-+8LuncVK-IsR|KDIE=Yq2hVp&`dkyCx~3u(znRO>5~LiW zk4&Nl#?1fhbQkSPt*#U1S{6Av*0TD~$A4!zQaUNdOlUhZQu zCyx5&?remA(*{bsqNj9W9 zzCl}aMJQe8XwB2~2w4GS0K{iyDf$a5`4;SFL6jxJ6rP4mRFpyWi}=Kv^Iepey;vt` zp(bGNe4sJ(!A}lA2`0c26vZKGj-^ona(>SpXZsjO&a@b|DtiK9NW+&@XFKC|i|7wA zDb9X5CC7z<6ah7QVfKn$vY@0a%tT0$1RASlXIW#B)Z_XT$oByjV8#3|n(PJNVy${_ zley{ziDg>jqq8^&?KeW~`=RbQ^7gBcpt)ANzO^xIieaNG zC#NuNJMd9GB#xg*pTAcpt!R z#0LaYKmQZ$?Zwpi%u2nZ~I6kRLe`uWOY4Kb#RkyE-C9f()bY=O8V0DkVYHYmqY7e= zqv&BQ1hT5;M-XOQl?DG{cZPHIHiA2ar5N`8PXMtZjlnz21Gyi5s#CrmI)CN9nYouq zIE020viy(dP+q*FJb*Zcm*X4bi(FAm=2sfk4h(=krMzQ>TR;Sa6GBYdL@mJW-^JUgru&?C#*{v84{1 zX4Hj;`U-3XNffEUGc_7sanIZcM~B-jDF}Hr{;(lK8AbGn&nX&SORg+jNa^O{*@OKR z0sDnU1g9~V-L;PBLv-&U7NOoZ_5=*`i^+~7TMecUgjxq)ogPkdJj7&U!U|C{SK`rr z>()$(dryR{th#)JO3__8;TPsOgzgqUre|Hs6muqdhl#!Noh`T-7QWi{zJTeGSaIqN zE3lCmGF{)x{w|$-?-IqVMl6q(xx`bFLb+led?0l zrtmwUO^A`B+&zsCCg@fwCCA6#q!31m-SdaRbay#pEriQ?Yz+(0>0=t?z}Pn+Nng=Bt{of@hdaqY?n5Mg7+4_#_=1 z>R13uel&9_dwqNcQZqoen*BaSe##BbFzoD6Vzc|5>dEdf7Kl3>@Wi*x8iV9@5G0V1 zyrZVFIfvk|!d=?#M9tIkc-usT7RA*xl1n0823*Eji+Eh?u>qP1UqX;OV!yurvr-D) ziyYUkpD3x06pA)L#;7!5#y-V;qRh%xHU`!ESvHg#A}Qs(hC`oS{q#G7xikUTRlIO? zc=$sr3$1sW3Kk^HC?ODWKzG;V+PphAkX+jB$q^!q8Mo<&5MhcOEE&`T@uIl4=$wHT^%Gj3u+^@o@L7;z;l4;x2{2V(99p8K9(U6Bvp=BoYwyQULA@Xu-Y0 z`hg|1)Ge$Xo$bVd0%>rWQ%1NDOOaAy5G`j(6**!%NyBA$IZqpCfBurtKDtD4(0+oL zd1*Y+nP%dgw$~IOzh6W$u!sxdtJ{#U>&$Op5Lr?oLd|_&eSojTzD^;rpidBFs&?;J zPPuVOcBqsqYSf~%(aOuax5R2P%R(1Z=+>5tp7uB1d4xOmHvGS z>5V`Wskk9g6mv&%$u_@gqHYO@U3`Og{&$(ez|)Gf2}VktA~o`0x5!}FExgzrB>7c)s4pDsBXBFC9*vdR(R^$S#{>T6fJUHNK- zyH#~p@MonY_N!`tOkgJ?@Cox-%ujG9Nm3mXFm$f{MmwVPX|;!el}>fns>|=5kJ&0;oc8O zOE=39H;OvUly~V*RS`XbvfSv!^*U)nf(m-n*vkI0z8I61*dAu$JbgahOg1q&AdUo< zn^Ncag`EQiwE$QYx%wMxk6rVw*1ItjV^5oYyw|0l+*YN%cX^nw zKK?!BVZt6sK>~@)lm&IJi`Kq)xL+gc&Jzr*r`IUrI_MkekC9v{>lB(#bU(Sj{}^@` zmR%<68A zkueZ`@fpWCtYqoX@mde?)NhKohFBB^dci{%JDcn)Cl&{OLB195UUg`z^!YjsYB6wVoJ8jo$x!&TV-yPqs0HfP!y^pa?WUHtjZRq>wrCNGio}&xaN0VS7TKM*U<}b3& z#=3r$n96{PiIAG&_VZcmL(pTxvE3Y9{(sK zXD-E-U>4UZnB6hhCyad`kO>=SsichDAA}i7*7V)s*iaimBhOC>=bfC0%wGp|uwx1>?4~7 zSO@Sv)`GMEYew3Fp7Ub|5i5+i*wbjwSvBw zLH!nLO(a{na_)=V*PkFcXUq5{Pr#^>E{s|T8RogrC5K(N)(H)7dH)D3x8%|= zZQ(t3utxN3G+WGxc6q6Fz@g(YNlRFX=oGF?U$&(21pL>t0Z)mX@{{7}ynj+#yS8}* zv@=5NB4NmDwnZ-ap`Ru;_G^KwFqUp(N9=jI=0&8QL}bz`2_X;dL>#9zATcnWxRx=7 zYa|TnsMIno^zk=-$FLl!L)v}B=^?-70d|vT&iib9|EhGESHTrIO8wTSR7pD-I4v^Z z-RtvE=p5coD&yZe<5=|S($k$3#QLWws>s>B#9Z4Bpzww!@&`#S+8*5ogo}JS%?UIH z^J{=-k~@j1d_r{4IUBw#a8QYf(-s0G>1vJ0ZBvG*9fw*)`Zo~d8lm6!v&w=Sy1}4Z zTaQU3`U`cu9hwFkOP26?(WDweoZB5t?=(DlhX{TWeQ9HnC#h@x`e9JB@4ULw^KPqFaiY1RpSXz{~Ns;`oow_gPSQ!?e!gs|${ z3I;=nl~|wInJBd{{Qy{j_W-uHO;np(h{5K{^<&4q2ym`Op|mAnsXg@5gb9s?RzqPV ze*8J{kPmuZwoQO`*!>yJ+9HavDuw+7W_L?*3PzYp;?I>-lihC|rF@k*6h31VQElZH zvWKl*A(Y4D<*_;&)UcD$!Zj4A7r&;vPdC!Yxjq?v$hP$0YigdCtXpV6U_a(E^6i9V zN|_nYso`YQj45$FC5$7FGVsZ`D|-G&>vKlTzpe1v!~l}TcETF9Y-b`*Jr*H?zXd28 z%}C{d^8r4s5JdlJ2Y-REHrKSn_Gtt8jXd(d(6XH~sA9&>`C510mk&BigKW6QojbtZ z`epBu`D$f8+=e|K#EOdW0B|AZ1-2H$s;3e+Gf3M8z5q*)#vv56E-V5^wyXCe>glA= zlEHz@>^CQw8_?W^nb4uouRGL{2^1cIELGrJeyN-2nO4pEQQ)ixQ9dop4Nuc+-9u@u zAh%p+yRu6>obgz6sTQ#U=GRf3+L*Uap%@{QZvx;yafv;?WB*xD294~Jb}~Oa~<|r zp{HTjXzR;81~{nODmgt9@~KX^Mu>LVS0St+=8j6(qx;`h)=l|Q@IC3$(J=~x;`?bL+;z8c-vr^ zQe>wnHskn{GMro8!KJ+k16^OkAkEIXBvDDj=k_7g3W+XP%`RV?Tiso=P&A%sv8+rT z$GM}NEUFK3y8eLD{~uS5BYPP6w=G@F7r7P5x#fQJ6hDqnR6edzCc8k-Ypn8&UBi@d z%fl^DfvK_$zv|YD5Q8rCbBbJ@M9=%mrw%orI_Uco-x+}c0<|hop}LCD*=PFB+pKD0WVC zG^E=l_b|42C1I_7BzC$2ysyCM-&_HaDQ?zscVw~S*DE*XWw%OgaEedna{Cfd5sb6T zb4~a3uPI0-E2mS(<#`fP2GzlN>pGVMNW*>UKsO}Eq+XKg5^}Uf`4^ z2thMcR#rxNza0N>1zlhq*rw*>oCG*#gpC)_1U5B28Kh)DS@T|d(mM6%b_%P-W`vNp znEirJ@C=Q^bgSi1KC)hK`P<+qanCA~U8CxNd+%oc^&e|dpK_W=R&E_QErv3O04(e& z@~3l^HMV8gNQ}Wr)HRwi94u!>GxHk5kP$VXS1Q)YFWD}OtOBtL8%lP*E;=JR6C_p$ z*5$mnNe7q*=n!?(4TZclHoSrWcZ8M{T#7b}Nsi=5WiF>Ts9SrTAmv3j?rk z)oqE)G5RbKVxGNlCi?v^_o6W;90Z^&P9!?^vbauR+Y zWa*_0=ozcn;monxTqVo6j~k0Fe{I-Q$036xB}E#xARr@wNJ5cxZy=2jXpX9_%>ZJz zI+XkQBU@v9k45SwN^f;d9=wWS+SH;kV%g{Nfs;mX2gTe;$g@XK{h8qov6;BhGQv4P^Fxoq`JwWhhngc@PB_)zkI%0)Qety^E`62*seefmA$PTKxE5Y;84}5@^y|-|Eg5@ zxwPYfZYe4+B|h=JFiCs$Ou7;kn5Z#u>TxR~0i5qrbMdRT+#i(5?Ewsm)B7h|JoTb* z4B=7dyfgnSpLk?I1z74LmlIfy5&=yV!ZgRN&Y6G|A;@-BJ_cvn0rp^mFVQaJY8-}M zb!g<a4Z)37L%94wjZuv+EGpuvghiO*+zLMk9AP;%Kf~45rV1m?{X<$WxCp z#J6sVHj3&jCU)4JFe1kc(D=1LskUrZd%EcwKZ8CM<-$71M-N<(k+u^98iLv!6>~#P zNLgdBBg*1fg)PFuM9Fu?u|u^}wI;Rq++roMMv3;UybHyTcZ4A>B`;+FtW6_iG^st8 zhrH=IB%!zbuS#&Mv#A;M9$v9hZ&X9znTaV$(#i%navs=u@}jCUJzKeCMzK2#4@m45 ze)P_1;w)|q{r;;n==0D+#i_y_))d>` zGExg*-f?L2Ptaa~N;sXg$*=4u{ACHwjXIRno7H!wGn-T|pqzJ8GL1_`W{nv7^kT!d zUjt2k60aiu;5K()5)8ySOn{7q7Y1g-J1P#yA%Oy2ckMW8E^hoF^!^yBfKEMaPhMz7~AIQ_g@|J6wq zIxTI=rB=WCebs;*mB0z1&A{?W7a@LeRjya1OINs#&P|pl$1-R-^lwnfCoW_sUiwo$AHrVX z#&XaHYCfRG8AQ(=E5GvRK?WTgFg1QF2gcct4L|4V4GFhuLw4qDP4!%>on0@=-|qzzN!hsa3SgY%!5k=!$^>M=~n%USdg@7X!~N zoWZdB8EOeZR#qHbtO;NQkb`?O_?mTBe>PKRa#iVGgl+g&Wy-38BUSz5mHV@4eXtaF zP0TaM=Ex5bt68w2-XzLzJEam6aLS6~B9eiUV*L}Gz?)DDP%uJkJ=sKwJy(!sBYW~|6@9v`D)^CClem#$kYcDV4uAdcANT`u@ zW*m72NnK9@zMU!cpT0LEb7{E))3@sDKzb?Tc~t5U5uAngsQNK!qNn z&&zHB-jMru5-oVz!Uh?ls`G!ji+)}5MJae(t$No<#2?5E=1#M616}(LGpf-k(=G$a zL^WL9l8RTt*--87ZQ~%DtZ_6U_qPL?-$8H76q+9>05K7z52+Gb5Gv%SgBE(&Vr)uC zY5dm2A061?SxV}rbwk|o8IF95HsnpRH4ddo<`4oZT4aWNe~lAo@J4IWlexF&vtPC6 zNzjMr>TsuGN0R+{RhaSS&Tl_nVpIKGl&la($;` z_j{E^IHp_nyX;Flav`R7;C_>v_fU96Rnto?p#!q3EQAOJ7T2UStdP=ENoOHPGOy@~ z{O5SrSvc!mq*)UIE)DWQbnT6N{AUuCI--ydZp#)FG{u28ulJw(<0Esj1mFu^D{6L? z3_Jl}uRmvKVydI;h~=2>^Xv8n|B*-;*oE}8H9+C>PO=U(xamT~8ScQ)IsWj>wrhl~ z^W7nrvfdk%fr?J!DI?C;9ERbfw0C`nB0g!~OTXr8j(G(}(XVXEL`jPe<>-PRplSoC zb~P)4Hy~U#xq2LPn<_>?e?&5`dVl(AZ%HbuN}rdGGp+Pv)|KYx153vdl#XWWGt%`A zb7+d@9*YkCs>G!>wZ4B00}}BwrhE9b$5k!J)l`Y?2l;Uid{0Q&Uas$Di~Si?8Dt-i-GDy@03Idzlw(RJD*4d2*ABT1Ul5?l37IZLH#cT?+*@ z|0PQUioPl}#}U&RFG_EI9rHWS32Q2?dg7S5{0M?IbUn}TnQb?@-hdzflr5{1=|yPD zm6-~Q$~K@7C-+uGWzQ7Nwp64%nB)|e@b+j!fu+LK82{~{vdwvR)m3#wx7;7foo?BK z*V~l}Q0c?A4VCjU>iX|w3VZ@9x~|THc7VSnk$vPWQr{wRF`u}r^6Wn4+1a-%`X>2C zP^q|?va6(Ec-KY{5@)c5vFv0vo{6|i06&{17bNF|xXP+@ctoA-={v!{p4~0KZJ}TR z$ZcirOt_Q5vi3t$Tr-DGMJ5l_oAm$@Iq}(rJ(Z17;G``2yg@Y>)OG#f?@QiI+j)rv zy9JhGuR#GGyN9Ft>b+tBtJ8Ru*@B2jY0|RuL|eDNi0%^*}uw2 z4zC4Q9Ecll45ao13$8$u$z#@%6lbY4R%pjpRX|bYc3wP05~u-~Ga}3B1EH5U=Gz*QZoEtwLNlxN?KFS@Dp?yFB!jyQQXP*r_2%ddO2G!w zy9sk+k3ItFnt@xuhIVFekZ-)y&iX}J>IPM*Co-F{VLV0Bd&xZh&WkSlSXs%1J~=qo z8?22lMY@%W!A(r*P`JoU4;tJjVSoE^()}N89faEHQD&r1o?>TdE?W?FnpptuDgL5= znT{|X00B%C36qKl<2z#m9N<>~)!`Xs2ejrn+{4?{UtDFUIC-)A+YgJQ%arM`&ogL5 z&4e@CJi@G5>lkZnNH^!V^Iz)PHF!T9hB-@Q`Cv-%trn#d)o0@b!@C?>r$`?DVr+=R z)4|Saj%H`bhOw~}mqaFm{>%!qy(q=}B&;yL>C%UCY3`+IS7oscD+qbv6i>3yq1rB+{US z+M#+4&eeDiZH6MBM*1Kl0R~J~kU9mP>laY*L3#HScMGF{f+6* z%rSf)R~!W(=6BZ}y>SXl6iI~jXgx$%Mqz4-{wOH;Zt!gF6f%_A8MFvT8eqngk~|$LFP9 zq6LBw&FMJyP(nMu*2E4Lt}YZHr*P&(yvybPKK@xZ`fBFU&W`SWC#nh-%k3oqZ9tO0 zDAn0|*w-;IHM6D>XG1C$=7}at*FCJp!km13bu{78CX=Qm&JYa(?Xp<6HV^c0mtZ|; z{@z^mFxCOTor7_(ngZzRBQT0QRd-82r&axcMZ*VCjN?009~mX+_2Tr#(q~2sd9bx@ z-3tmEBoifBj`~vr?y--4_4K6p;l(0ekv>;EjItVFK8FIBNAQNk?z@=?w4TkZNhlIP z%vbn)zG2IJ=L(+Qb}!70|4y3SNQK$Vi+AtKk*~7WE)KX9YJIYqt?kuSO+H*kMH(%z z_dvvM<8N5Evj_5L@&5+snd)E{t4qRV<*8u=2)!RBOCH6WIKac6FlJtl>;qm4hv}v1 zho}GV>BiaIyM-R)s2IOIssewQE+^%>_{~2!Kz+&V&|8DK@@Hym?CE25@~fj}u%~xN zW;SXnc1{%b1u~{lOd0W_*LHoRS%=#uI)mbAAkBD+^(DdEf|X5GfL-O`ugg)X{eHFc z8g;4S3cPV_NjfBJ)OE$oU!{iI5Ve^|ib~jV6ujr}l%N;W;<(@Q$Prn=hay6vvZR-Md5=QkgH&k%1 z83_2bzaQ6F(^)j}5XtXVkT|j^kMtUHhPJ8V(n!{8qhT{HYs=WQ!p|{(yJqL;uDS9H zTVw|Go0!8=i?M?OlZ2n2>MT#y{?zlAg*0xc&`nM=$!+x$!6dFk+)XZ53g$py>}XB)p`ImzGrJe9xdrPG8A;} z*7i2ekUK@aVrruY0zsq8-DjE!JIY4%r{%H{`CSuNR4&S5%L0BJVLDL10bBFD%vbPM zwkbn}>1!rAe+Hy|OhMpfCF=}W54T^v z2!({WJioNgN{FeaH5+VmSY_=%|8@h(q$j0%*+2lG$K3bXcr$C|N&co|AV0ok4g|t@ zHRsPIPl{3(Y3`ON$@-5dz`ERUl91luNUe0D2l-lZ5z1Dsna%VuMp#4>b49X|)!FX#J$wQt0O zU}Sp3q+p}scm=ZBulMJ0D}v{P2{ThDF)e3QLx5tLzzEL$WLcQ5r8J{ezZFo8o1TYF z^%E&S#W2C-)BxB8dkMcfl-n_1zO!kLVESY6Nh0^I4ES8J{#8)RR_G-zuzFsD?rgE^UqkVZDyvnNY(|NBw`1ha3F1(!S#AXY zIAO*k0J1x#XHyk=n;&!s+0khNc^-rn?lCh{{Qs{7i@_idp_o)CY{^;35J3&DIS@CU zAN=+RW)RbuiM~|bhk$Skj)_5Rw^lDTcE?M#TMkvm6R4Y`DaT;F(ueu#y?%we9>pE> zG^puoz=GsAh34ex-~fd$FfY={>& zZOeD$s@5OE5G=u}jSkGJP0|ny*68F1l@g}7q4A9s6f7B!E8Hfj>6Z!f-~L&>q0rr~ z|2aSfUW>HTmE$Wa1$K1)BDnVZP=5W$kjsjAexLH|qwr6~^!wVNX>gv5+%(L0OemO$ z&gpJ{2=SQbikXmPBN&;|(n|2wV7S5C`dO1#7UM?>-0C{r+6CBl;KNq0XAEPhDBu0Q z^+mB6TaAja)l@7T>dK!(unj~`>WO31L3{!DkeyIB+!Od@E!>Q41uQONqml-R-cY-LJ*dq)@R_6>^aWgPx444l+x$34Nm()Pzx27KtUonjyo;g_nO6upS213rIV(koi^OqJ`?zg`{yfK|TW1Yqp564$z#-W|Mvt5%rN?Np1avf_4vRO5o|7_a5Nc$HjmiBEU>Udzf|iH~SV z$0Ujo#wmiQMmc2#=jVBw;TM9Azv+pmJz9*~@%BX1`l10QV@-=ioYK{>FZZgCWp^et zal}4luFcW}8eV&Sx_A_uO6(mBJ%O)M1IfnqxcJ1ib72Cx{1;bBR4)?dQC(T)07Rg( zzXs^Pb7#oTKP_v1Y>az*^?5dctk(GT+fNM5JyyZx2_=Ax>^M)4f6lk{E$+$Eh*83YGp? zXKS*~mMQZNf*`?2tt==GoJyHj6U-hGTL~D_@XQfE=8o?01Sll47?8I=Ty!}_a9UjvN84zMsN15ATGfu%x)QPXAj~?y41nVuoYUJ z7YH1qm+~)OTd%OA1K_NfVS=*>Y%HemoAM{b#0;u7sUgDHBUxXALr5rA%Lv2!txS#z z04 z3(gaqt>PfeI;-z+3|U$DQhG>P)GD6J9C%9?19_=gp3VBsguOR}45D-^dQ!6wEj9Nu zbcG(#+IhuKFs{I3DI1)IWf?D0&%_O-#}lyboh?{K+=86=UVRq<6FJ8|*8x%&mcM&S zQU!R(A%$*sy5tBCwjC#|6M2$41mk7)1b8tUS7XWdtQ*z|StEb$P(Wjllw3f#_cnW86CB(2xE+PSXXFvcH45^5gGN81HIb&)4~WpUS-&;GZ3)fRvI{RKz(jjg z4eDgR`#bB71~GyTHzJwh?N{x(10LogY9ANgzJUlkzu&<*R^JY+>IZwe2bXK>=j4Cq zgiI&-_)^`VL1`>{Sq{|(kJ8XM#`$w?+0q)gNc?MepUr)_BNUFPFhF zc3!F~q&J^4Iw9Gwbx#4`vsj&ATQaLKXzD#>Wu<%Iaik~(L|AaR&;=n{854S+puvQA zUTr{AVH^)XDPnwR@8Kt>Mk6-`$6lP|B=Qvx5-RcmkOzldWBx7l=#mbJ-eDv09H)ik z;sr~M3xb7S!F40H*1b|CXe3n0LE}lYp#tir<j<0_aSfIh+waDyOczY%)&>|-5X!+Q2;O4-DcJ|u1hD}^sFNy zGf_3y{Z7AoS3;J>jah#xxOVf<(bBELx`0T=`k>gk|0ov(c`jGRX?+4=w~&<*BGj2o z4^z|NY06rt$7vEZ;f7gsa_V{s;#vu7kPnPqJ8L+EgCP<^!GBhNneM{%B7q-_@hHe0 z6#rvd!=rkXME0!THGK}_oJdZnqA#Kkm0W_jGvt%Fk<5<%_ra3aJU zy7ih1TT=vv~kI8>+V6HEG$R-5-oou7G%%m@rBoCJ)1cmYgAs zxArPZ6$k}$+9qhq^8Fai^voBXe7m zAOB42RF;a`0sa7Q$g_ZM33rD_?&wC<8KqRbys%;aZYD#3gMLhcohvs%YWuywRCO?7 zx`p(VfXKy9@`2mKkj*k*FBYE)RrIEKnicr3L}QYYwaPmq7`u5bN?f1>gmC#%*lh8cja^2OKp+AI0X12 z%JobZN6KF_*PO#yp8a-l$C`FQ^0D5*P0HfX^Mun*( zd!_TEvjM~}IT4W8cMc1q1@i51sU-_#C4mJJsbLC=F`to7PowU#87#(Ts4Lt)_%0+| zE2^_?DVUe(n#j>E>%WHflt1YQ9&RAhjHM|PZVb9{Wyghe6iy1fAc=dafMYVAfW@*P`j|!Tl+hBDRL@?3LC<8~WmR%rAgVTv2g$`7cxXeA~SBO>?qtk>yJibi|^b#lt^X0j=>02D$=O{jRaNixxr# zBodY7$Mz|bU4?B}?t}{z00%xN9JS9w&Pd;up$-_rP`zxUDx|3F8trvCyQ2FxG<4nC zArJBvxaECmpKVXG8py@;mkA5@XUVI{=PK@y;5qzb6E4*yicQ19P4u zfCzk~l?AZUeq4}V7NO$oo{?f9=h9>b{^4PoAGD?DqNZijiKP$+3pu)J~_csV&Je$)2Kh2rRSmYEb|WS-4? z8k0lN2r9{cKe+Jx_E~|rpm>IG07NDmVk@8POC0N)-|bujUK4f0{V-TPe7{$UhHrBTrJ)gdL zk_V=HW@q@E;$FCts`&P2qUjvOavsPCVim)z{igK>~`5G#_CD}Bb zLu`c3xC)KOQ@aDC(@TwJ?rl`(UJktiR^nwP)D6juJ{XP7@4;GyDLXnjB&{s{u~|JL zQF!yL)`#Q>!y0c5*FBbX5c5Ck7P7Q9JiQK_Lx>6I+x19@E`qn0)$_dNHLo$B>_l(-OUFeCw4j~7OZ zL=;nM!U6FaASmR`5x9P;mH=fV7{yTGN8^a`r|WL$^zlV^MA8;T@8%NJ{>W zc`1mY)*2E>YvIKGKiGC5LMzQ=3m+ZJ_#hqW9}GIWIaUdvcbo^RJKk)~;f^v-bOo+|EzXR^d~~RvzxjeCUaj?D%E;jy0w$F1;nt>(=kox8 zd9*9}W017<1TeDfI=7~53r}knw3%A&KFPU0bCd+6AZ|W@A#t9hZ0D-vr|e{# z`92OQe39mikDu}bT24wjHL^~dIKQM=TJGy^M~bWMTBN$cNtiWIvv+o@(LvH9j8!P( z49Z1EL7`n>!JZenCZ#Tf&#aW_TJBGCI8NbQ)Blhm!^q$Z`m0;Fx`Hl)bYeTjIrj&h zHADMXr#o_!8%uzF08mQ<1QY-O00;mqg2+}uu|s^qaR2}~asU8n0001YX>N37axZ6c zX=E`kGcr|8MPD*7F*q3G%__`H(xa{GdMRkFEcV#O+{Za zFflkVG%+|-F)%bRGBIB@GhaC}I5aXfUpHShFf%weHeWF?ZC^=JE_7*Te7R$cXu%q_ z*~V$xwrzKxwr$(CZQHhO+qP}nbM7~HCU^eKo2;xSYrmCUmF!e@rNqT40U!VX0N?=t z0D%Dj|B>520sapI{g?lB0094&06=XhFaZ8PX8p(Yp+Eq*|Jda}1OC-H z-v8*|gp>Z|-UI*uCISEevibo3En@!vumAs7pE$9=f1F-lN#Os<0RPVn!2$lWp#L!7 ze;o*_Z5UGkP;DY>c{ANNfEwU0fQzV=2-hGQUWX4~z@kgzuJU+CkVZ*fOEfTO^oyzn3%vxy zc?V#MMNt*rjFOuYCm#{d#nCpLbzY6625b(vbaqP60Pl2hAr=KK2Y7+A$Jh6jFc1{lQnSicG8A*7kSfpn6yXH z9=r=6S4Ju=aIbm`bZs^y2U$amLNAY$&X%ybct8x10KSlML=_iA-*ClR5^&Div{9NN z;CGQ=pUd9>j%%vDyO4C!+I$R4nxx z6xtg3HWge02x* z9+X}tB4)5O7Zj$j4&DvBrQcQcYAjq^defM&LR64 z7l(W9g%CUM=0K_32dl3qBvu%12vb$G?t?i@0Awv2|hPYikWd0A9uNG3I`E zZ|JwF06vWKy6O_M2$;-(!$G+(LMrz2X8M)DATJF!cM9~N8cD=h(qWJwPc!Te!w0-d z{pyBNey>q_8>yIu3-@TvQ+8XJDmrGyQk7TUVRR zICKWPob9E##eBCoT# zz@6}LtfcY|GGa=*rQb#m*%v8B;f^h7UZx96aEU3hPy^L`_SUGT3XZY>EIkv2dRL=* zX;Z#6I3AZ>4aDi6EIyv$c#zF=Jx(9Eil*awfuM49rdov05# zl_10AEWPBE+~ z5tBx#`9a%Wl#_%l@uMzu+ZVx%&IAlS3YQ&Ap4-1YoPy+aI}(=Yrt8m~065U$ z)^qTH*QPzteIpv*WR&dRaW>UX(DTc&lsLX`U!q^eV^E#{fl|B_q*|~ zVm}tNW*;pN`Rp|Awi42L>qQm=hC-%zQ8$rbh%P;nk=MVDf}=_|L|_8d8nrhuJ2p7 zT4>T^@(;1N$C6q|JFID3yV4rdALW6np`a>j7W6>+&11&omWQ>o_>nh3+Qj8%pfSk2 zBQ^W!aJ@>|!=evm-Rt3Xygl!8C?8DzT~EFQzhiOh*kK=?k_8sj!sj>W+$VX*-sDHzh$~amj$G3GYlU2^`RnJa4m?bSNKV9}H_vp9k=3 z8Br4)BlUJqwUfzx{f@}ijJeARYIkof%E-1UC(VqT^|#e0E!*Fjiq$#s1EH`n@pZ!y zs(Fki!XFor)ud4sCzRc^EBM=^J|lNT64<{f18~mn3k+8|Yn=Tf6Se@smMg zI{t2YjA|rY575#ML#%6r#vJZLh}2c?*|bc~VNTr4^u6^m(M&@+dH(iT;Y#H+?HdYQ zITwCDe+b&NTlX-Sp8PldE)7*=Ei=;-t`AZ@pb-o;cUt@)R0RxauWDt_S9Ip-Zr7iS zKGL}18`(r7*vOd;iW&A#w=rWc!a{+S`I|RsGi-v!BVndwSjaS65GThIJ;>*}`{08? zk9P#FgS@ba5`>X>h>yjxJ}oa^X(d0SQxPAr%GoMYH&|ynUwZR=WhjOydZ9%$o(mWswPVzo|aY9R%pTD_(Z|L+ZDw@X#$Ypcte8bYw)?j9fSUU8GAabj|Os zj)Ra#7iCse_j1R?J;EP2p2=BC@0_*}?H^Z(7i4DSm`Qhw2e?IkuIxKlmYCNy+31MF zb`d7FE8nSUh!m1Qea`te)b#-uEXtwvIMmG<4~*|)?HKKWcA4J?kDbCHZ=EU4@tCLG z?A{}UOYCk^b#y1%XVN2UyMW7KQ5+I?s-ufVWBJql8S6)atK&YpyX2qe6eP*QLRjZ| zf0mc*UU?Na_4?2;r`hH1PwxW5`g#2;SM^~XzZd{bCQWY#2Ta5mHEB2UuY`iO%SMd3 zCf_c#kPWgc@1T&_R5=H zbjMhxmxPPjD>UdId+nrSdp}UTKIa1``mu)^jhtLwEC=6y2~~<>txe|)0Pz}kc93q2 z3$uS{(_AQ^p|V;TCsv$-;y>SKmiDvqG<#3aE;mm~RZ@l39UfL%LKKyhnhj(rXRO>K zVD)g>t#vDZ+q>D??V}2-gj_lhk+rGTGz{wFkKtr2rekF58PyI$M%>jVHYhG4*6NNo zi=BQFzJX%5y#%2{?~#=lnJXKxTV$cZqeO4GwfO6#BB150?U4Pe73&LKFDgPb7x+7` z19pQ|nIQFc=Gjg;*bV@D1%v6I#8TVY8QZPHo&E6E9HER#L(@o(u(Uk7-)PHbruzD; zAq3kUHs+Qc3CgG`dHKMi5W_gfNs>AkD-&x-s2SXKJ19O`4^9|`e-;RJsQVTydI?Zr z8}Wo!FWQ<|hzLj#m%m$H!gr#^19uxONoPHNaoB&dO72oaL}tWfo-lO9?9CduUK)2J zKOKYpvbB*RX7`PW?sFN`g1sRKJB1wJ$A&IjK}BLA2!0jQqm=c}DrnB9^Nd0rI=rA} zdA`@8UpuDzM?Uzu&BgFQhu?N}mGv^z2$)&apJPhIT7k-~Ksc0_QU%?R#BPz!5^rQJ z?${Ewa`k`7rQ7O9c_|T;jcs>dr7C1zWJL%yb=rhCz7=bzz6%jAejI83WDB+Jbg^Q% z+&l2{%|?UponSv$r~^=RGof@+uz_+~idZ;9?S50wsYa0ZUnxV~wiIp1Hx(i*n|L+6 zVvM`ydMpABu_xTkcT0Xz8<{<9VuVk%t;CqHT@s3r$FKR!0#AGa>5?c}w4c+vH;;1A zoTQTb8tOKWuV+svy+?fi)J?|YAbPT@iE;YQC_Vd7BA9Rhh==Zd8H@5($Lz}uYCgH+ zuK)pOSYckJJ_9AbPLXCJm>}~8^{0!tPxB=-_~d`$t6u>f1Wc&7kd;EDwAB0+gqei= zHd48NH>0P{c`EFl=AmalzFW*&e>qLMu2E-}xdIUmiFgT(O!ZcVEM=6F_gLN0NshZr z=H?VpR1s|1&MQ@E^hqY)DJe0s!9LT0IlJ%@6Uodyl}T-uq0TmjB#q<1?;9ubyx2xH zyGjT1rT{q0MD0Im4L{^KN$XD{Rh<+;-Jy`-3R}Yzzn#N5X|G-=90F8cmt2Q^&fWP%lB$XTb$&XNC?_azH^9XKTwZr;TbCY`*x}zkaO)z!^b%i!6s3F zM^+i*<^7y)xLAqM9x?Pl+-2-48AcN%wIRaTN{X^D6n~w7l)NIAosrRW(?eLT3v#l_ zQK1QXxQ5V?DIW%nj?H~^rw}Zp>A@;^b^8>Z+G#xB;xP~UEBN}FCz4!*rW{eA1r+!XCS=tN#c``GvdUdVD=U$#Q(|- zoJsnF%wXwi6ZJ(C zp(X?BBN&dd0EIXmBU6kn*1y|5qy1E84QHe9SF*YHfmy`2gqDh--$wPXnHt@|qr8Qz3Y6dc-unUvBgh(-s`uJ>GWIoknVhm5 zU8zb3CBJ!ajxutX)Ku<=B!o7!&6`i0#>!IA)nL=mOv4R&_BR>e%D}^<`z4DwxF-q?T__ zjR`G!W^r5!^eyi~&y*ExG4IAMI<6*xlk+uyZ5{VaM|X!?t670yeb{4y{ixQl)D{X^ zVxt<3jHYr%a(`smX?3pueOxoq_Fin-G?M8ardTelkrSl#t7Fw&PGR9n)*v&?h01n|;c$Bd ziYPE0gR|mB?&OM*m||Qm_uex!TEk)78HL(n#1!1sBnW!6_YzHVqLO8NbkVUO)8$a{ zU84PyvzWgYl_VAWWb=Tm;=BGa5rR7)KmNXG#w?)AZR`m;*1+te_VCvAVBD2@LkzLqd@rRUfMU0P}qdad5n}75}Nw)x&NY4>7i_y>V!c${c(3*FRz(qpX6NFRnHT+ zL-4-y72J$xQkh^>wds^FnXk>L;tX*lO<+n>aoHkGO~l@9U#2N}3*)OxmjzHse)-5T z7Dy0sv6UuDo#&{`xAE#D&9-pb;*)QWQG#x|^I9C8@ImE@4s|GfJDWQwFbWwpis~Q| za9Z)z^EOQ9m#MZScvx;|kFIv8X%wn(Yh3t%h^&LJ{d?hhGGnQ653MZ`UaCx}cv^l+ z*1q=TR+=iLE2~4S)^1D7e9VdINA)!SLS-Jb*5F+Zp?TD4yQ6otaLl0{VJ9Bz+Izkv z9i@|oYjN9!6Bw24#kb+o_xDljd3-_|V@1cnxk^vP)FUOkkdOvM4)H_G-B{k<)WPQF z2o-f~iVqS;+dGn3^+pYi1a*G*WpYXfqcrd6(rlMEL0=-5O@AUue#a*J+;&`Z7n}$& z+2qMtL*?HY^BAontpsTu3Tup+X7((atp6jwv=SI*#ViEkgQqy%wa1J;wqXxIe@&N> zzlpMFmb?k`FGaLcFVBiK>C`*+4&la9$untJgX8DwP|bGA_`v3c2|2`o6lrl9`1R|Y zF!jDQ4p>zGxTMaCH6^jo1J%SnedyHa7aM1Oaaw9jk0jYJf!MKW&=OTEmkGO_Ea>XG zE9V2_lqjaGvz75q^V?pciy=YWvmhsq09U?6#!o$g$q_ZCnF`9Km4bLkaSNm@A%IJ? zu=b-5n=BkrO4`0A3OeWN$B3oMK^lp=)qMHPj{TUbj72@vl9rhlZvHFm)woRFB?c~8 zl9Zn;vB?H-8I>Bsr~&0PJDa604=-~rOZ21NQ=}OJ%tof#AA3v8612X%LfH0RB%9wZ z{JWnueW092bZM2Uf+zBn z@pB5s88AkeV{@#_e-&hkDJ`583aVHkBTJV$Hw|#+Nw^ZOq-k88}A1@;r z7JLC0!ULR7)`>HsZc8W&1MnDgc0y`uG9`O6PPYl_pgMF2lS())1gv~d#~}`-cxJ-_ zUYAbxWjIgg;d||z;M#tWZ~L4iop21axz#J2)_FtNme>>JO*?c zQ{s1ZeiVbN&FmI*lo|jT&T>h^Q)PDutXW#Q9U2OpsKm7uZRyV^RS(ex9O>>`39StB zWJNZYv>F+VX%&3J!{yc+Y#JE+RP=YD4FgWf&KZ`J_HVU2Up(x)*e!1~pjesMg-%$M z7~!15@J4~Gjo4|iHc z3Z94dU1J)0PLXMgV>yUscIJ=J`Wa)|zuy7rVR?S2Qbg0$Y3K}=oXozqO)F)R)AIZQ zb`VmGlXea5`zcN;0C}CXW2AR1Fe*vY60Y9?ws8`$A>LCU>_Y!tV-%9ZB=q6%$v%_= z-Dw4nZGiz^UaN$rDFK?ZYP^>u1L&)x4KLUxu&Yw~%`EO0>vTQcowzOaI`qDJO{P_P z8DUemOra|c92H~~sNWs;ccP+Ca2@P^3bn(0+Gs~Ew;XKvI~L?AdYM?(%ij!Lsh?;cUYm5NZtly!;{#(4and+CYZ65L6Lyg5MI!!E^!E0NQ$e4?2 z-@msMNC`zh?jbZr^~B%FRv)uZ`R_=uPHz2V!~+C_J(Y}>N_m!kT)fP^tPZFjve?wgqLIlE!@VQ-O~!9=$W|`*bZ3{DxRqXC6DsFoVRkFZ6R!gTM#l!S*T4>3<2G zcwV#qfsK+O5Hx|)7;~inTsI)MYvA&prcWyY1|v5#;$1V$)Ox_??^4xVsdCj{j%K)o zI1r{Fq(=blZk2I=9+vjPZ3}4*jb2&9EWkAPG;VRfm9^2J#-M6VHCXmhxb>CcnI#&{ zEYlV$UY`U=yHt?wXljvET%MA|(QEB&pvY5{JhJVT;_fE)t4$)!h(IsZpU;(8%l6TK zKQ1z9!#&73cMHC6hPYqwS9(Lv`)>eY?X+$ zCn1e3)CoqlmR7)NgJl$4RjlO|GYS;kGgwRKUT(R>w8x(@0>t#b z43>hApONsC?8yVb>f0mDZI0$Y(<=|nJm=XlqN(=b{-}RS-1OD8WP83Yi-z(AcXeV! zvx^+AmzR@X*DwPHCx~9lct2yf1HD#`(!Cmi$dAK-dR2=Nq%D8Poh4s5pVvLWy$ct2 zkdpLWde8pb9fD!C@1yl-DKD`wAao1~$3+bVqU zsXGyfS_cG_Q1o>=VB-Jx;ddACg457Af-}kl&<=$QE>IQ(6x_(~&Fyur>gMvRZ%Lda z%akoUYhK6YZ(LPLa%~gWSWT*3Aw&4aJUV87!LrD&&$RENA|fXZv|Zu~#A_?_@s~GO zn`z6LXUu3=8KTdu4P(Qh@vv-4;qyLP6P`B_S6dcd&dxUV9sE@&@^32bAaoxkFx_v+ z@U)*DHXbd4F!f30Bdl{qjMPB00>1@piUF^_OV&;Deb|=BLsr3DB`Y0R-MI7x`eagb z&d!ziA7p7PLmWOJX2EY}ix=NFF>kwX80uIoqF8bi{${r*M;S??@Bl#1iMzB9G#n9i z>r!Kn`&%YNNF!wsjvGk~RVprdSdB-zrdc24AU4;0Rl+tY>DJ-EyN`gUxo*?d#$?il zSt2+zP~u!sn++J2ei8!HzC3Tr9>83(HkKx2D9rp>%X`fyZx)gM3F}Y;b@Ea6xs~}) zJK@1Y2JWLt(_735wm%c4$Any9vy&r}k`|S;hWxyGxxhohAhfs0E=w!pHU~Abrt!`bQRe;akaqVH|3IyHBy5VDsx|qLDkfteL2m6 zX9{WdtMu3MTV^-6x`pK$h;KKTqnu?r?!IyZUVZ|fTMk|HG$mS2aycv{(j^COIeb=Z zLyTE62Uuw2uHOFjodTz%O96X1PMAIae%M6)rBps+iothv0kLZDIK(nR)uL$>H(m zWD&lV(PmL#8LF2AmJ3Iq&}nwH)WKP%pgY&3R++&JS#IfzvEGo>(o+ec+6?}%rYnAN zfhH)UKg+Gd2|04lkSfFBZ$!^+inzI!L;STPMm&v)@?aM7RlM#XQTr82nfGZKH#d;O ztc@fEH~NL)r@na5ie>w7c>#n>j7QZ2_|vw+Q|spjOid0Xv?%kv&b25Z?_+@&PeE;d zUOE?mnQS8|nr01wF>e%v>Z28XHn|6rF{U)eT7`WGw|F->-ZGkq=<~TON-Mc&4zN`l zp8THsAz))r;y=?ba^h8^iOpFWHHx~{8-9AUN}ONao5Oc%%$x~Mn&bSsQ4HZRIzK!wiahEpe62!iv=w|EWIcA z^w`DRH7Kmo+@O!DUI7rkRt^wA+ za(o0^jWfsx3-!eiYypI#))%isW>65`LVC04OF#fKS|!aBo_jsZ5eNY#+SuCO`6*eT z0p>sKC=K%6oI@(@>6yg<&h^Nx!UZG!nd@iSzi(OhXk>gNTvtDQ&Ga}+1KktvK$|Mj zck8U3v<`%71tCZD^tcqbeyPP%0D{G)-JWO1o9k0SZEHfpW#6L8I_({wLCBugZas)F zc&)Nh1B9ydX7H7CcXo0m0xaCTXW7$|xn)F$MZzw}iU!Enq3#91MRy`S&V>rxAr0&t zVb3)jv^Lc|>V!kW(N4qxS^&rheBm+5s+{<)v|bg^`XF)&c=otlkggEJkzA&g-MgC&(uWb<#y>vZJU$x|u_QG2WK&5_&*DIs9-@2s(2TM9T4> zZ0M>^qx5;McxX8cdz#i*JE(QbT0JI>y=P%jXNMAhwRRXB?x`{%0pcU~m>6=oGtS6| zF7CnCV0zZg*!d^+vBf|rP3)l@Am6q|rq<{!5i(%n79sIHIPhBx+zXgRDJnwtw5T}; z>@@jp#_8F_3#4c`z`0fnZeSuqpUz(f2&PD#+s;oF3K*buC4K< z_&)GOh-vxa$Pm#9QDuRNc0|QWn{$zZWs7Y(l&#qaRH@1ySu0Hx-cWNqnl-O8a=S}A zxH7}BSNn=Up(^t`&Q&d->Zs0{e{LB*PNMj#cV1Ztbr4E;qS`ASLsTe#?nt5x*+%Ic zqRZ>@+W;(E&%Av=Mz**2m)d5xgy;D818Rn85e&yHJYlltu#0A9NrR`!G!mOL(}=FT z@1;^+JB_lcPD8{^enh(mfB~ngsVmbZ6hW=47P}k>mh6XG@zkYUJ$Vig@}+th+dEf88atG{N}&t@T&wYm*RU8jMb7?OtR z*s&4@0V*E7hy`Nus=kOpd8uuoFQ7Et$=nfpwA&JmL|jyG(ca4P^wEnZjzz=1&Q7^W z1h@owp6sj4hn^dVmuM|lW~p125j&G=cTBgQF<7N*#W!mZ5^#66FXd59@#s|7P#_>#yPhAA%&^#oUfKO*h`;mbOw>F>qy+ z)ZORNrp+L0J%Pto#FBw)vrRqePvvl06*g7i5^?v{U}Ju5>ERB1-%B3EMMoUG z1V4t;!qcBYaY(=?l87umUC*Z8n~yqV*$(RlQK~$Kr{6-;>8}w#?=EpyBC-hy2KW^t z|&SjuV$*0S4Geq*JNKKVKHZR8#cavYLYz}cjF&+HEv5K>#oLrWo zbOj4}&i!dfx2Uc)O89zP$du!8Lwc#P8{JIPF}@yg_uQv|`6+cAJf_}0Eg{hJ7?U4+ z;0T=P(%cp|1Go+McyVd;xYa6NsW5vk&AEng-aE}F6UcwV&oW()yA#+feRuUYBH z7{F;&P)L`I6k7Po+&+^fb4jAI_rx&*mvY4 zg-M31c-?NAh2{Q4XNMh8F+WUM1q1q1?+`J5J< zriFyMw0WnhEu2rQ*w}THGorC%HZ8CpH!L&?!}GNkjdcB5HbGL^?#x@iKp}5POTE7! z0szWTtp;E|gb!7qWtk0kysbH%khNtbltkJE&{<{l2QbrMXRq*Sa_Rp_S0dD9AKc(d zKwz&8Aq@+HU!hoGKnPP!#``mtyvBt!J%Jq0=!`OFE;UK|*A5fa?|(fJzydm*hc2`5!Dm=E=q^QJ*PL+wHtG0lx@iX*Wq52_x_V+b-N5Lkf-l z%)j-|;f)AQ@Rq0u{%5vQ-x5M1bg$nOhj(6It=WU%?oe;RqeBA?#iYOOLUUSvI*4^# zNN#Knp%g9H!2ATmH}6I<;WM(o+D2}{tKJBO(%<2 zxSwcE4CM&wT=$(B?}&!F=YptrgdRb9Y+LYW68Y&*pR7fx+)%aS1S%vNu3R>L4$JPD z(zQS+!Kk<9bjtR~)|_pu_w`z+eBC$Fze<c5CQO0)k)ZZUiYp~S*qWn1h{o_&PKtu7*(dr-0GO8xU%>wsPM6`MOJInRe~(&ii#YwjH|dZ0N9oq8Xuni+l+ur^;(XO$rR2^ch4dsw>hr`+~`B8*Ru22 z^(Ar9hmtfYr~|!vw2#>z7h2L9iIgZ^OWcRW1TsCD3|T>w%w|`d!;z6>`Yjgr+s9&_ z=RJQY#ybtTh3&z=$}?~N)^+y-Caj*UeXV?2IU2>jTIHA*mz_Yu zpQ}Q2rSKNzUzDzCG(e`qHSXCN%xOSEKl2KS>m|u?EMC{uQPLaPmF<#89UtL_L4=08 z;OP@M#f`x^@+;|1HS$YGO|A$nIw3ci?#?tAPCD){2HA(U!sAhQa~W7PC9l52<%R-|s0 z0L8cX2Q!;$E#YG@rpK94q2wY&KLrD1dPP4w3VDX%k+W<*=(=q_7=>z~gVhNN$(4pJeIDswnz(r>-BM`5lPbqVv7@bWF9wk0$wYQ1p?+sAtJnJJnFHGl#%;N0(KHNqk7j|^S}b~G+=H8hR)a(1SaO+_=; zm>D#;HL#g<*|Guzh+#hBi<-3+U7iSbV>Ddx>nqR3PWN7I5{g&1Am15z*9_^6Y$0!} zBzRp53uPfMe2vpS9-dSyliS7N2#;mj2|Q}Cy#s#3_edL1?ve-jMfIyu|ySAsUD@ZIDDAs09*#?{kO?&{aEO z0#?45q_8m6D_e5C8iU@rz?(>(qXql;6l%AyZS_V3a0IJp>EVH&HR+WkNvU98s@Iwt z&E;Tm4z2WnkEIB#((s#-=j}g`aDDKhvUGO*PO3W=YacUeQVN}!Lw;(Yc(xY@DRj<# zkDIAstdNDa{hNhTh?;mwoG#W*)(+DX%+ZbTJGLN9uVEDWzXizD?gH96>+MSg3`@Z_ zb1U-5s<6a_4}6v#7hAYTLgG1)(G!9WnVd2}-EDQAOMegmAj`_Z-q9mRSoWZ6)ysH- zKiivp)MPM6v@fLuOC+}=%iY~=8pJe9w~pz>k6Le(*$9d&NG$l2eNu1L0Z$9W(gXKH ziZR`E8RxRK0AI$|-rzYQ<}~W@o0nYgQ^X{3C1TcY8t6Zy^CrVESMuYq%?7X@7F=Qz zV$&}7xJjHuV&S}XyS~%(5aSGpKX?`0&lhVfg?VjaVxb-%Nz(RLYQOfhDlpHp z0tU0rP$n^p>j$i=&F0ICvfp$Y<>D$?ytGj94eF%>J% zq3XLgmtb{trfgLt0z%Mw2BJ>4oL25l5C8F8UV8Gl+nns&KN`?&J z8lynT89}?DHGh6$@}s)fFMddnx^3ehKsrj5d&ukB{IUAVRvAXSD?7%|@)(rADmoaf zqr2g}<1>B_^;f+piatJyYtby37e!91G5fSG&}e2~;6zb(6ihZORJi}y@Ks;}7a|`G z(Ch;bu>(jchI3YiTtR#*ZDsQVchJB;X^BA@RmT7GLP2So=#FyEMn3ENQLpzb0ku$S z8sE7Z<;Y6XS)6JzAmuk}k~t4j5eF_mo!5-ecp>dGRS7*sfgx{G zO(ChyKuO*^3Q>$KNE-_Arq(hpXJ!=&m|QhtB;i15;~7+q8jG0qyjdA?rH$QgpF#z` z?Nf+~-fksKXYY`xZ7S5HrG?AEFPC3J1geN=&ECK{taH1y4GP!V=Lxb)nEC|cEMjMG z92u!&Jbi2N`gF2_{Txxr$aU;rxiYnA>nCt)pKq)BrfnRvIy(CY83a&8yecs*NbQCQX=sG$G30U8CVbv(SQ%NFcdQZ}6 zear$3YKNRRb~aRUt>YH(T`K=;;2up=_D2CF@!lS`c*@5I^&I0h5ZjRKWT#ea4QCt~ zVK}*1EgNXR82rQ?NOy^}hC*QQ)*@m$$w^XsVLX~&6Zm4s7^YS4LY%oj>DE91gC&Uwi%@SD(DPsKkbpUh zDvf5SPiIY;Xo61+&$zf>b`7pQ!UC6Ki7@w)crup>3pW=1TX^B|DHxyw)90(88;@rI z$hz!}i(pFp1NM)d_lWqp_vxCeAw_heqqGB&Q(ukK9dgj`i?wjk!fYrc)?c0GeDctdM%?HdoFalwsbkM987q?z(tRY45t-C^JHPSnZqX9F|`|g zEM%0`Z>~!F;wvF>r!)0x40x(pDKV{o0S&H#eExI+L5G-k$$=LAMkS4JYM*!TE1G=tQ_4OP2~D%%nRjjY=R445Q zGRSgoPo+U}Aq|Df*Ay}{0QB`J@HmSeM_&f*K`Zlh!^dYE2M46t1@xqdCb8?BdjT|^n8X)sDyzx9#6I0yOo0~E+eGGjaMZ_rr#pjumyV^< z&H3xRZHt1Ix#I9L#OyvGg-g9(lWl9?m^!XIJwGUBkwm8;_>x+jd-MQ9(MH6!UlDe$ zeUjuNy;gJ!eHO z>KWdyWXucM%CFa(7Aat<=qz2dyn!HH?`?($ftnUyTqxQ?g~K?U0hZxiIs-2*Q)Sqa zH`@V8k6H|$vuEAm(nZ2Bz6+jzlAJ(Z_;1WsBE59OGoN&8yS)B<%tAmRX*3QX=Zr{} z%aSKhC1so2>0v;jc^okMqcUV})dIY&vyvl4!8V#k->_&VzH$l_%wo`g1Ij95zH^x< zk{_uFs=WF&v2h!8jFFSsSgjq1^7wnHm9){6EGXgOoow;|@Df#~2kZ}SNIv&SX;a44 z)`+cGlX)x`P$FWCVGCuHIX!I^`e-T07A|;U^SdcAE#+fJiD#?Mw^tuSSHb&OkZlfy z0v(}Nkrv4?cJsySoF0>LZ};N0^;c;SLDXT$%DyB!Zv6cKR`WuFDyUuV+nRX?rpdY- z9yZnDAS0Ddn`N=n(5Kvsp4^EPIjA(rK+d~$2+TI9@dq4!_@>syVyBodi zrYtB5Bh&?r7V&SifO(&c_csi$lLWOb2WoGp2V7@q>{v!0XMMD!vo(k)@7+}R3#&Djh`8^)aGd3T_HFvS20I}r<+%yP)ge-`itz$JRPYDW?HLnoG z?mI)ya1t99wi6dDLjxzPWc(Bz%%84T84K?`;ekcj3rh-ZtB}S3Uo--fjUWJ5Y+5*695k~@y zdkC{?E{(n^bv){*37C%o^s;Y+AR2D~()?=e8_g@jOBE$tIf!vqTm@#a@qFeZb`L>q zl+c6~I-2EwIAp=L3WIJuBv`XAJ*wd8ts!4bDE~!*>}GiRK^Y|CFa)mZUaKXP)I;>Q z;rD=I%6Fvbv?*ePp);wytA^z}PlkUN(rubqkP*XM{oi-vFv0R#zOz+5Ons79!#Ee_-UE*QPE>w*P!5?AXsKAFkf>SW;HYL~yhd6^V( z^A(M0{<&(a-swWH+$Vn6@XK`x251XLrxN^LDt3~VwJ%x{V?8HN0Uh#mk~Aq#G~I6n z1T&K8717a5a8BFy6yG}w2n7cZ3)!q_CU9S4tD*9-DC`QFpbZgNSZ>3Px5AFF>*Hlg zGzPn?YRouUu7)$cd}aC!O_NT3fL5qv)j{cV^;=&=#+eqY`H5pQ~z*{8hI`yIuY>+o5_MC zPGOO>fyuIB9S>Mcx0YrXiEkdMN_Ib~CTgyAEPmSQ7fV`a{c%J0AKuysIp~$jESx7| zU2MByP(5zMj!Std^O}>G=f-RV(&4u}VCU6d84_gHWQ1q-?WC&ADX@$%u=8wTR!d1nj^o#~JF=SZ+Y^;^Z*~f8{O0^J zzlnt*r%w~_@C}CU&GhZuf6S_mq8;K!qYVoV#xK=_Ahtk#PKoQki0vFK1+dC)v4Rrj zM;~t5M)l}@%BJO{G&}N_5WR$uStfVI%p$lkW!k4-M;1i!(>m_M?B4OK#7W97Zo*G6 z7omvd%66Ixnqz<$PiC^GW6`3iN$Y*$27oG-`YGiY&4~cA(cV(*CCYn-du7sY!B7RH zg6>ypVsK3hl9GSD5#29vh%!jEg-aFASF+oyH(3e$tlsar_(Hq@-3(AFPc+CbV%Ij zTRBXNgm6X<8iXGVcZlRxup3-U^PbGXYEjzdZ1Ib?CA_x(fT$*g>))qr_*Ita>_X?N zG?HMBd9GNyL89&9us`C(SX0!DUiO)-QPoKjvseIQz*4B{Qy`2{{XwXJGHt4;Bva? zk!jYm{d?d8A{eyF<<_>@0yJtVis>@9U*U2Z(F7v+(rGp#)PHLV9Z?PxHkIzQBOewJ zuwe9~`k+bA7Y;>~9JG~OiBUx@7^=LatO$@0?eNY5&)~Rqs--Eu(zE4vQ9_k6c?hJ{ zlRi&t3Hli8#x8sKdA=ae4B&vLnx+KmxJ6&H(~?!I9NGJUrEfTnY-0oD{y;_hJ1rS3 zM3ccv#`=^?1e0(=mmBYYp`k?v)4!NzN8J##h119yC3x=Jc%k#(@sAWvdc*SC3OPpY zgdZYDw3&HnT#1a>;NV#FFWk}4=d8Hk8r4a+yPsLDac&lRvJEnRrjC=78s*1ATvewP z&Ib-v!`BAxe1%cMJeTW{sk?0@K7sR<%1 zn*+9^oWz{lc&`QBi-t#5Yq{ZNGiRCY5~%D2CcqN--HqHqL0~QlM#ZQ28hrA*M>BUM zT6zvTsb#yRb@S8}Et+j{;1*msc^0f%Lat8xh~43R-ZX0&?y$ZUh0#MlWS{(gyda_& z1K;YL_0ZRZj}f06n+^n>7L?GJ9j!2H?WkEX^|;=4A|CJp)8?X$`Gxx7RQ4Ey2?#@# z#=zx#K8saTIaDJQiyqulo=R$XImB{A$hdxvt9HmeBa6bT;TXZ%+gH4@#{mo>b zL$=x{G8Tsrv{g5$ptJs$~tXLEhFS-$5}Z|8nHnA?4HFmK=kZYPRjG&b#F&Yi^pX)>t_o6w&kq`od@J;j4qd&f%Y2gy(etUZ2N{0iiD-VL zbdgw+?@RLQKa3LH9n|@|3QsBktaW{^OmC$vk6Jd}&F;$Ke`BfO?(xLXeTee9K!d1} z6wMZ#?Aib;#8wblkw$_!s%}T1zc>e#^1Fm~tG!A``&2DL6+%%*jc1Q2e@@_4Ub5%Y z!{>r|c*wKST7%XcVX#6w7l!@wV*Rhzh=hs$Wa^~{j!rnCh$R(oG>$I)t)QKaq zv71#1D~hTXZ7|Vcdwkl-cMYYTw_~D>ZK+p*5N>Io-O4b-2L_G`6YfkatgldTdoQH` zV5IQNDh+8(!}YUf+1Dwd>Hjt(Br~}OorSIha#@mT8P5P58y8x&X?+YGL7UYC6(Ghn zUsIt()oFqx@_G;K)gAsladhm6X9WM!oEm*1^w+UfWDeKJyP<&pv>wH$y$2*9E%?t= zStf9@HWNa_<>&+0_d}0$BRFZLlRefy$Ek}u(6Q?qpswB6y5R!1Be!qO`YZREW{SfP zSf8W6+3ik1-%tP_c7A{~t{2EYn-!-yXNxw=(FF9~umSy(CjuRa*o2DTF&gbZa=vcd zDs|@oI~701!+8Nr`Rwi$WG2_NUH0k!_6Mf8Hhbh3Ba@KAo-43J6Zt2$<5~<$rSW~* zJEKW(_Q*f>t8LVVW>1tS1g_@EeG2#FYv#tV!xY5-t3POP7cgQ^x1v&@wHht)WgTU# zh0H{xFjixUdzbI;wjiqjDx3h$qC|QocoBtj6{MuS#L%^!p-#J2?cHdhb@^w z5;@QsLbs*@!*B`~05ip$od03dYV|HSe5|ja^ky0@MCrJj=r@81tYcCCb|z_=ytK~v zVH~n_(+8R}wB9WUp?{;t<|9|43vjhVltg_&l4U9I27-ivaUIxZ1IpAqjk%3ZRN%CJzgN>!v*fD`xabu$@yZ+-9Wvrq?Q`j+9*Tmn zSGnzIqMLINY~4xt$em1?)P8UvAe!t>=heZriQ8j_SIQWyv=o*7^{=U~&oq3FY3c{* z+`bsDYq0J8Tv+C5pU-!qLgoqzc39mNloDkDzRzqQ;8%Z~6x{Y$8BbnpvBZ{qU(zX7 zr#o}z2q%LuAkc{>CB`EQR=zct>CEZ$sqhds9TYcM7FS?e-Kd&v0%}?Gka^TsIaIo& z{#XQuUtCzMo^*T`ut^@>>KzV>$IXL}c2>TkG7)C4jJZRS%pw{Q+AG868ub@DJmo-0 zbcG&fV**33uoP1qfC!q*$Sv+`JT$6JCZh2N$Dz`|cKG+aqEe{7NOD!}7$?ID#!EB@ zI5)dfN-u5}p3iCwr%@N`R=ho(QLhRRb2?lj5Zd2x5^6v$_N8V%h)Kx9*SvA%1Ro9j ze9o@KoIyT=TD+;U8s+QL?3t?4sRQ!bNu()qt z(MSUD05il;01dnQGSy%Gcz$U zsdA@H?YPIn0msi`Ii$87+Xut{)ijCtKg4d$-TR%v@)s}YO=#k)7`y>oj-5M5A$XJ3 zQwM?@sI{lFVCEK?uDQ|=9h|oUlK_Tc=%#PhY!04iXF7x^iiI*%9x&-Na_Rz%K_xX+ zn^;qdAqsd&Hzi*h|6T&2bAn=H#vwXCB|pK3a2L!-+-NdurdXMjw!>{*3`}>4&I|AG z=B-t$%Tbyf!U8V1pUC1l}#*>P} zMPdeUfYy+Fq(2g6yHDW)Sq&P7f=PF6V^z+I` z{eSeo#v<%(r6>HfZxRtf6R0H7ABH4nZ}bXym2g3G7l;L(eddCL zg29SuK#`TV^a;}tYsI&xn*r#g(*)sroI!OZ+DR-v$-T07+q9PQ6N1riPJEy9grSH~ zZY5Dfaei7OY zx2K}Kao#ur37}f8KrZYWkjc#_p@Xj?8fFIm+t2kO|F&C z%2Rr-aq0aVv#6`jiR(AV%@KgJ6QXf#^mbcBjrM`;dt;M}E;cU6wHD2506iIV!i=-a zynO-<%^A#tC+Jt48szv5yKqYbVuiU;Gnn1z3CxGx(8EpVZ^z(0uIG3fEwmo|e_}f7 zC#oJKHusTh+vBI@XBbQVXZHNz)XW;vL9%E7hIY>#YPpa=s#=6V*^(I(>_ra#h8)-GGb+1m;W zvdYsbPg_RDanb?cgjkdd0vCPc;TH6`Gvops#33l4B%CGu>9a0z+94}iKomen>6i=l zvywl)s3fgIJ?G6B1bUPvdK7o>_AEB-V+J1W9W_N;m;5?qPJ@&wMt-!V%+;!58H`*b zE3tc5F2v+@)cZxV^+0K%qY5&2kDw75JLYp_W6FG9}C* zU0zv>A~+|QQk+~7;3qY%)L?13_vg^K2b4&zMr5o{X0wGsEs30cD|Yj)W@e!5@%{rF z+}}Pup0xe0p!mGNx)UI{qi1tC#n>k?7${rVkAVUveMQK}VoIk=h&e&<8aGL9Ll4Eg zFnmPfFLj~p*9HRtrbv%m?QF!2P8c>ZF1xiek(6FwG zEtY=S5xmSYXE0w}3G;_23!r|1&+I6T1rJfb^W?A=*nL(~4^&C{L%LagxN()iT+b6= zWg*Ts@1ihhrx)&utIM6YOU zI3NQ&qc;KdO-Kwj)B2-T1~> z`-V8IE=^9q)Enuc!DPz<(c}GIc0A@D7=)CY=eoRc$oL4Hv=XL-%%0D#{~+c#{~Mqtp+8d|D1fVpw_ z=%G~T^9#@~zR~eCNRfGu7vL;z;T%ALlh6=`jonvnIh1sNw6ie{anoRNnS#Mwt(C% zYo-1r?JfkxotCflZj9h+}W>`6kYraG@wFuD>`8AgT zO~t&^tKR#eVDr$1)H+w(MI-J)^5tlgTE-}Xe{I=(;0>C<)(8FB%Ci0BWi&bGrKf|~ zlQN1MiWX}0^WjO0D4G|i4SWlf!FMEZ)3YOJQxdj`KLMpr^M$-2$zw`lP2e#LXXy4< z;i`w^Id2qoDc^KxVV=ecq{`O#jj;^qHQqxSS-T1c@7Ra}_)Z;VWTXHmmt(?GQdoC| z{RLvT`i@rxLk$G@yGP8eMw&S}q$6HTXMLTm7tp;!K5?;|yQYEUK zmoNxj*0^xFC2^hRM#?q92)9Xee3sD&bu-A(k(UMH-1=xrh*R|akQ4q8Gc+2eHXGg- zO%5kPf6PZ0HGW6OCb1T*rBuu1^Aa(Hkr!bmRh5QFSy!z3;7wa|U?LkEfT_to(RpG2 z{cBfIQ&ok|6P|^SFQXpw)J4*;qk^4f*xC+*V(y8RDHJCkRYMLtgSjFdlv*Ij54?{G znhl#GNHF)_tGU>UGD{b?bD3f>+WIZykB-n!cs|4H@)S$b62vs(Q`z%slZwUaL#m3* zm8;qRGzNL<_d$ZGScBF_qK~dDAFoK6pfEgqx^j6|>j;>89DL0v$d$YlLF63)5{z@u!B7ICc5VM2 zpUkjw-xRx6;+cMnD?8}VFQ%8rJ;}Gp*Fy?gOebz=^fE82#^P|o;ORqOr-=>6HSppd zZP@5IJzu1eGsd8U7w+E%>sQJhuwlgW#1f)jdgoQvVzS@gVV0i00L=n*pW{ENYo@A4 z>FLGQ?}TEe#gT+*EgHTKkVkC)MstAQn+);*}xuRq|I`)-p2w3-L$S<2aS&{6|h26Jm_awa)APs?o$DIr?55 znThjxqZ*xW=uXxTUCf5%CsZvrh;jC=i$8n|D+D@)*T310b3L4iL6yhr&acAsbxsZR z0?=o_S^$VZ{=%UEs79UF3Zlt=M12349_%oLL+Xp#0sLM3iFfI8sCBEdjKxNLI-TzKl^*O@#O~a#EiG+HmECCk;=F>0MzZj2t6f0MAoPRH z>D}rNIo$ufJ4KfIwH@}}r;mNk$jovTqn+T?S2@YI^#6Tmr|A$(><_Kt1GashrCGjU zh2C`)Hh|nA6?+! zu;!!$0r}A`TsD3xF9DaiiQ^veRT{yCo+HPH!K8ZO;A0w$y~rx2@?Q(*!nAWyqol1@ z^B%t&h3+&F&gf%`O~c`CLkgykNO3$;4}SM;s+l28D9Vl3e>JGg&(%EDbEK^^)5@gg zqu?Fywx*M_rsRMw%x-{l>Px;eoy&J*F^3lKo`KKncV^oSj`=sg@Oin#e#LIykyft| zhO4Ri6DWJE`dl-b;$5SiUddh0%F>;KNH{#$5EvlizhDkAZBPRqIAVL$s68BQTm;Fo zgiAO;xOHy);%<)>yy&B+;k*A_&W#ZQWhWDpTG%Iial6zU$ngDK==f` z6jJVpBVkcD`ae~Iy4g0Cg9W5oI7Z9M7nNfVv+=VGon~IspH$HROcTg)cp2i4WH$!l zQaHKhA0l+MIbMbN9?N=|#3E_Kr$G>e371oLolH~uxqI=Pwy7eFmWkStoIrqq=?Gbj z&(%PMLR)br?k=Z9^Eb8Ywe0U6RuJ{ZVL77{ekOj_ED+*!@-u7gWbls0Wnd02iyS3WyIf|5ewlLj-bU*HCk=%jdr{f-+RTIG ziJBAaTQvG^afBPtV;YO=WkVblbD>#)slD)4Jbu)dE}>FkfN1NbK4X>t`Ni(@dqVupF#OX)c1SaIKo%>7YjFCJQ~5!-?FLXn0h~E4X8UHJ62pC} z&CL*H$W|--ga=++`Ml!$HmV#>pj+(*SwTQx9sREzDDLyOwtYgFtFM3zE}z;%ZQ^0h z=07xC!gRrSlJ7Du&6X<-Q?QOqXwhDy7eX4o3TR2wx+Bsv|1AHP*hj4Z^bRRkgN!qS z+8d1hu?Sl0nbvJ=O0ZQS?R6w#zXP(~u10S3Or}6~}F6|7v+Q(7v9;*Xc#|D8MI*eH%pyNbcSY)F5 z;uQ}%^dc44ItGrRkLU$N!BcycYJ}m9=KN3Hxid- z;zOyn+QDt=s7}4p=3KhGhE0giA+uCuy?A2DF#=J|0Rofq;Tsz9;bNZat34uu)c1GM zfbKzj9ll!HlUk*|KHJwlWtL8X*)99-SBxTnKKn>YDwn0!Z06W+NbwsRADJ|~Mk;)2 za7=V6>*B=+qgi-1uHz1=>l-E^s??gXUc?EAOoW_bp>%3`k}Xj&+Z_uH9r8m10-kVt zz7k)&vSTHxiB^2b-nMHY7d0h7AMe?1Cy|19bj-yr!ZCjK=AOpQfB-&Cy5da=Zq9H< zKklZL>E*SE;ob3fApg2!3d1O5V2!1MoI3Xe^U zm}!^IJKB1jcrx@Evdou5GP0lewRk`794LJKx!dY8hnKk1<_e zLCSD|z^IA_n8}*y(YgW)e%v^_Xok}@v7i0|EK5bSZ!5HHWGS;;fs`*E?}zuhhwAb; z47|aMSpl#@7UJSfcaNw91h0&>jt4~6}o^nAO8b{**lQ)l~=HI z%}rk}AOeh@ui)|_<>zI0P4|kHM;3hZDX#PF9oc~Lhx2=UAZDa zhH#;*)RRm*0@m?^)pAk)XV39}&SZbJMNe{6{4se7)9-YW{Y00r&}~FjmAK`5*?nk$b5 z%8UE9RYGM;!msjo2mlsK@HD0nCDg}XeL-^ogT00L*Z)B1E@~SSe1j1T8-?L<)ihGg zq2X}8qF{@XjN$Q;cjZSW;uKITmuFaFTh&2@r{Xd?UcaJR+P&6!NM3Pm5W`bD)|~?@ z;H~4w{fz~D(3L)=wBTGoYdSor{l zFkW?i`9Gu%1ydQ?hh+EqfjhH=EyudHm*;GfX9b;+TK{cccVi=SZVy&G0-WQ zdRKJz$kh(A+*BUfUG-} zLr*04*BDJAp3l+|Hx^0*0jOOf^S-Xdi4KCl*{aU4r5*h4Li#aJLl5Bdw5;q&S1TZ5 z9rwXnreIGv$iq?QLM?cL2#bmLtpR60s)*pP-w?7R)5KU!kj3)e()w0f>Fa|?)H9pI zT{l$zdy~nd9oY2O1p!u*eGjBY9zU0>{}J3uPwYkJ-dmA5l>mBs|zv ze7XJp$Vo+fzQ%2W(v_Ntl6D)J5@c$81!M$;6Npv3#5genBz8D5Xj8vcYnfSqZWF## z#Yh_pFCm0fzvAgp`he zo)hT8kFQmRrGGgUsGS`Ca^zP%!zBhZsV9|0Xis|ue_>DAoiZ>04LIz-XwC*!H6 z4K5cwIA_j7v@o5g= zN7w1(^N^G|&CaLqPw(~UjTr%Cny{PYAzxlvfr3G{0Hii_7jtSihq^DuUd@&mk|>@5P7#U| zk_(Y>HtH=peO`v&brJl@@WxwA0Gy=jn2 zZcAbbZXlLd-(Nw78xEIxQ{uWf3A@VD2P<{KHpjH1T@ZmLSwOD=Yu^=eJLG~?-|hjL zpJ;}kUj&J|nmG9fC(!Om8NRv)Wm?*4(b1$`Ej;J;8e;V2Ukm~``zNI=Q2WdP2=>v% z0E=Lkaj5BLRzWLu8B8`(C&>(C@wLdTy*<+cw{>h-O~Ei6(FZBT3iYz(K{Hn6?gOm0jBZ~#pq$&H3wjeo_bqG}4 z?}fZ_fBJ9(E8WjjQw*HB8lDNYdbLd8F$qIM{Ql~dCyg8S7J~ro-2+D>SO6&m@;q{v zKsYcr=iGXD@6@RJ4wvPkP&US|Ql9NviQq#ze&Xvfz+5QLe4AwShlh5TfHnch1ykXjm~v;s z7Fyr4D-_gObaNnonf1Xo7cyFOhTOx|I_kFWA*^}*yA6)A0g(~RjDadg8N|~n5wyW4 zvgAVZSwkM$iZSiA-Rn)FG!N$b)RsD=ppoOH)U0ZdO+mJ60EAE7X6HS-WgbDh<6cI~ zEOBv2Oh+ARA4QO&)SqkGo6xqhjG!<^(~}ul-^fr00QgU8vL2iKus81S$>QjU%6e=US;ed2=w~G$SuE@=Xt$TNhzbUtU{)$W3%>$0N z7kZM8HAVozs_nvQma4Yacv}{Gm-V5d;5p5qNfTtDuB!? zv}^jAR%PIPtiVW34&c0Cfq>{CD+b18AmUYlqE6tv*n9jbnW@D8gx2rodv27c2iuLx zPqcq>&N!eV-xYGIP&>-wwrnY4K_!q#YlgIWI7`x0Fs1o5y#{lw)!PX{1cl{sueApm zlgnB@uY?Xa%96p#MWYhPKAQhdMx+h?MpGI*PC-$8T`-Yz;IN}16aKk_1})vZ5KJ|K zQ*5Cfw^g@S+maR?y)T4oZNPi15D7U+0DWT{79$}ZPRWzNlvLqZ*Iq-<$#k9?8HkE4`k ztCoDl72hnI)5*ml_>kVbl2IOZniw@_J~sGCa|r7x*8S3Yl>%-yG;4+_ni9Sv~x!P%VS{A~`PqLZ21?&ojeq2dWshYT5ZJsFvH2x=lD#}BJtBA#QWG_B*z=? z_~+VO7mEDUX&4sz24FE+j?FeIy9T+TmHLUc06D_|aBWD*Ga1b5*NjOFtFR-TdJjAT zfQk=Q@n)ZKe@?>C@JO5-O$NKgD)bsKcR6#kP{ibxD|FxLu=4(D24elL>ygC>#QlnT!zaBv4 z@f)Fwz4CO3WrJ?ROTOs56<2X2oBMmxkV^!A;K7-h;uT&HFR*mgQ3tSiUyK{wimPna za6x?hc(O~(q6v;>g|(lfijZt1ddCUn~LVlE$<2yz~1wJT*@$ZTDB z>2Ap1@=+!uoq}ZP;$8>DNJeSZikK_Fdpj)0$D^MFRrKaOXlJ1|=F1b^STOQ>_yUwS z6SKHsjC6>@FOF(u>ckZ~4C{Om&|&4sQaNn<;?SH~X7!0#cbFVUlx(e;Z0hbdJ8&A~ zt2bI7Bnl~9CsJU%&z71|7-mSvM03+^-hbPO^vkcF3xTE|IXe|7WOaiSubC9|VK(Le z`1_n8#IIeG$XWxYvrByBMkixiQH;7>SUR^t9?wC-8*+>2GN4z=OEx=;4DcpAJZmTX zFC{6A9)tCr8-8q1(g+e+=~u5zq$2Eps9o~XjkArWN5 zk;|?ADZQOH-;)0P#b4!5e^9cRP>2Kc86pSBQ|P9XG|f4qtj*#Yzs7Gb-J8um zfDqMx!OV44axUV-N&M!u!f%p^D^V+;s^Q`}D<{3UZr!s2)luI=0NfoiCr(3H!mj(2 zq~;H4&Uzdiyb5-Ewau;7r@<~-}j>6%x>iqJ%2q_Kdi;p$PWeLvH2F%_Np4Yij}h&Wb<)i z3>?Ni1o{nV>wnMs7>PM2P4qc(dJZ0%X#^*mXr}FuRq4`ot+dfytwk)o*>F&rhhwKS z0Pz_OBPm$WXFAuziVz8>{0qKqapwR~%=2Zi_@`-3KPbxFC z4K_Zxv+f8I^zI+Slg?PPU=_wvSXxK8iCyQ)3O4Qo_Iv7c{_VQq#qbRg#_9f{$Q4}g zWpKZ43P3m^?`t<4@V6HABEswMZ%<1IRJaG?h~EkRsn?j&Ty1YaOrqDSBVu-Vypbxdd_Cq zhvh6R@p_upW8e|wQz~6)oYhy<<*w`7{TY{qYBq4~`k}?Xx%hI)+tNiJ#mHQfXjj|L zr`s@Uh=FH$zYVy4jE4*(0U8)k&`V*_L3a1MYU2=XvD*s+3MdOV*;O`97T z;~8%;=n+sxQ^9QEOyH9W1q#z-{STEDi>^Nr4qDpI!AAv#S;~xB2k}z}xGLw>Zk;=w zM3-nOggj7Dz=nXM*qq*lG;Pjd^KfO+i1qn)i~5~=i(2~+<+=~yuhPm54l+BFCb1}V z_J^sCKkmjf$1+c>Yg+tJ%IYd7d*rY;k>~nKMX={Mr`Czp%wQQY;f_s2p?l58zZ14H zick|z#q`0M`;r(5SlB~VE}Y1beSl604&uo9(al!vIV8`Q%Xk1JaKL7)ne1m^Ay2-Z zjPIRfKiS((to!XeIMj$p0jX3vzhateH*g+%hS^gljVBI#yD0T*t^cX%XK-?eCFr&D z)8zR(?u$4qyv2&YZ)#3U8 zj!nz)l1rrWdF2$%r?i5B*PV=WwXt(%4Q!@PF}2&@ygomaSS5gByTnY$i+SusxP1R( z2v*sFUFPEPkeCIQ1ejd`Dl)}oymAzjj(mi?#=^swYATr^`J$B0XE`ug3lcpsI*Vcs zYs&pvEq^KYe^vJ;21tm#^Ysq#<6aiweRSD=e;+aj1=z_NXx|shy6rPBiHE}0pgD3l ztFOvrdsX6H$KtUHn*wN^T(W8rjQx-0T5Ezh_|OMBmh0}pu>y9mr{2-2)piTA5vIDC zo05f9tdcsc%*F@= zgFDZrocy*xIWxJgJU@O89*nfmtcTpSl2e~?rExC5xewVLne(|oiyhA$F|0C~GK8}0 zs-z~wS?#vcgTS1K|_^AJ}q++)Ctl4$B1MWKC&4ygnJg65tA2Jz5GK5ApIaYC~j)U%hf zcg2rwXMH@`UMwAhiw>=c5PZv_i)?W5B#1>t6-Ko+&`23uV4;!YVBXoK$&3-^x?wi< zm_tc=*Jj964p)~)kTx6WW4=?45gXO@-+hwc3JVV;ra7?)CwRFiyx)^hZA4^gdu7DR z-e1VR17IX4m0y&@Ns?iKZvMTSs~f_Z(Rd*UuO41+A=SRM!i(FfJu4R|C%cZr;3(Kf z{@Q)B+o=?J>2Y=u<*ZVYM+CsAmTH!etl-F0tcBPsQr6w8O3zPE0IU{(;mF4Q8b@$? z-qdl`|{8e3#$Y=WIUL2{ja<>juN?aqdSR-gY)P6=*DM zv@u(DMEk_kAcDK!5|8jg#j3Tj#i&BQZa?Gn>WRogL(&(s)jXaV^Oy~qg982{rHOFL z42jbf8)YTseiGv$Jp$$&YBiXj`76N7W*mK|NyiMXKkjY{VQ}@X4Jip~0`C3s1bv>9 z`pZbn-epf0iq&i`0Yh%*nqF)rd(eVG#rtj*e_dCW-ci1pkm;$moPDQ=6qm~UD}1yq zh&vcKd5=tlhs}0q;_^8`0C+8`3XFl3a4`3@=wJq>qD71S?(MXvQn;EmIuS4~LVZY+^=nf!wZu)*PST0w zTVM*C2C?c*Yle+zllAE(v^qa%Ae957sU3wvvp^h*7jBmP;Gz^XV$Oem=T4poZwQ^u zc=zqnQgK*Dvfvp#2!7N5mJ2a{SN8^LRxwIJo53clk)qKmy?G<1BGPQ zgEjQ9aDA6gc94rz63o^}blE+879JB26aG6rOiJ~BoAK&q%u{f!`eCyPLjYlN*>n;+ zYnbQ@iRb1HhGmaf+aRrMa|cng#cg1dBmfxueXU{H^WTxS7qyE*YoG5 z=X+tE*=Xc#CC$oIjIUZJJ|RH`fcW1W!vFxkK7ilv*x_H`9|G8?SpVPilU~ptg1-is z0Kk>+8-F+?BrxDx-r$Ef?EVZ<>c3HdADoHbM!L~n zU>%03U(+66TvT8Xz)S4%kG(es1E8ND{&O^XUjX3t>xO#Q`wjW)+4bA_^Giww59qt^ zoyqoHtbPCiOq~M(qCSBEuqOb3lQRf_<#*F(nj0WM2~H@0&rR6pJL(%KviDp4yUR!@ zN&H4&!k~im)!X$u0|pNOJp2X!A^-!nfEE9g$17mO#Rb3tU=R3xa2WwpzDt7yN50f# z^&M?YKoBrMy#5stH2$gG*_1%ciCMG0x&(j-wGTT$be}o^t$J)*+R{fi%<_beFgY7; zrSvQ`$?kKJ#(+V}OL^|i778eAZ43~BoHW;nzb)m%B(X^1z-=67={$s_TvYGHY!fDC zo$NCSvvr7sku2DJe1LvJYfMw#YmTYV=q7VKu>-5xMg*Y3v04|5(XfE_n00$jck^C*!?Z%*4M&wV-Zq(dlv0nbFbzOtD1ZC(@!k6a+^E~KfpI$}Y*(!mquH6!uD zuBTI89-$lqanOn1Tb!kmGnwJ?vC);A#6RaD7Nct<_jc?!o8@d0&Jl-bE@2cj)k-#^ zBhcHURMQ687o1~&!1BF`53-NJ!b24j9F2US7yUy`UMH&$!lo#Jpvkl;PrNx#LXXw~ zDW|>trExkU_BWah`|nuXiHA@ai{1mKfJAnBOWZEJ28~8lm%N3C`4bMG^&)Jo_2+P5 z9ktahG!r`@(O_;*@|o6VT`Tn0I-YJ2dk6Wzy;s_5 zHuvWP&>hOPIGlTIcf0Hv%IqO{17SDV+3$OyRVms&m8==v=(J?R`WWte7=d6oKM6A%ac78G9MH|B{gCqTX z$!w@|jL33o7eKP^oT#i~cjG-QcfHoLv>*>{;(5b5f&Oi+`kb?X3O9tz9^s;Os5r{5 zHH@6W3SN37xJv}g~NT9rkr0Jyp^2?Ev{zH{PvOUVT7 zfWZ~UN-LB>Vr;f=xM7+ht^RTN$^2PJ73fFNJ2g`k%B<@ovmps@O1;2<9V z{lE82*GU_nz(bwKws-iXuG&$Du_rjRKtSokTAnnR6%12_7!XBAR@PBJP5egO*OWS? z+2^k3P2S#1v0dS;UfZ_pXE*C#t@kCnW$S!2L!>jVKb9LOPi^jpT>c4c&bR5%j6a=p zXy(0VDuci7&IH)$(1H|rKm%FM)| zGt0tURU3=CBdTj5BCnC;`}1(ygJbkz8UM<}tp%U1@;So0P8%nX$)*qkj3Px`S$Gkc zN%e8UUZU1B)hRG)(1yN;MCb4EqykU{!q#&=qHQz_8$VR*T@?J-DQWZxIg05lYVjDlf zBt56r_KEtJ>k9p36=7$bA@~(ZZMeJ~MJu}rP>~`#&4GZ5yK?@1%=GG?9L$j>GoAV1=#_Gze$4bd{;xmr=Oxt2_7nOgtucw6dkNQ_}id(&j$+5?nmL>bi5^ zJZdSH=_tXf{Z~|pqC)a-aC1@(l0x1FSYBmsplW`&99*rQRdo zPTCX8EM7c+f@bO{kR|+y#L&|u3&HeH-iu*|c3G)4O^Wep9HV@0)B%Qd4>9JEBgnYf z30G+4=e2O{LoDRJCxScn=ICygxp>Or-@~>HOpFdngS^E*Yt$$oJ-3)iug05}L;MH; z6jW~P=LbGUIilhamTSu)_P8w`tYYdAuRpF75hq!^IRjn&td-RxA^A?k{?QN|; z!aIzwV+oc3t`JWm^xF9XcUtwtnTE)yZH zC3Vn+v@%WoLGVWQD5&y~i8~}>0jl*j_|@b2 z18*ss{e<`xGJZ?^NQF)QI;^BX!>gkgJ)e?I?< zCieCg4PwKoz`rp==U7SuJ)fLNJOQ@_+8zrPPA)eW=D@gygCsQL+P*V=m$YEGibfMP zs_cb#@ukBE#7XHuH&PSCQkB=BgH?S0U2Dv%ax5hs1kLAyaFPLW`ro9lq;`Xjt-tpAaspo9a^?J z^DB2qpSlfN(xsCei-Z=jt`#)z;b*aD7Ddda_>7R{K3d_P;MEe=fBoC>9ngZ0(5kB` z{qbW;S2?9n2OVPvxx02-*Sk}TsH}=M)ZnNcIM?+;?ISRc)k1y4@4oVT(yTC zqUO3rI2h#@T09@3sEm_3+6M_!#q(So-O8ze!XYw$8+r|*DIRTHr-muw%a_-Zcn;rI z0wsc#HC0VAy>3|u5S4mj?I)LQda6*EiEpNmz{_m>^?$Q}Id5B?1?lc3*x6sX+kSDc zGNtgaY$8fPr)Th~kTI+eK5lF>jVK5rCb*LWzIB`rIqAK&GFNN-hLJLIz1Pr zN)W>u-?5Cr?de%}Op7bi4k_cs=cUtc(VPTW=s#bI`BnH24QAQP#M?V^b|O1B@9!Ax zQYbXJ_~e?bS#D;1BC8#K6DMJj@pETkz>AvWYaLbWI2YqDnVXPOjI z{rMQYF}IhFitUlOQ(aMM*VREo)zBKQ=5*v~P5OA6 zlV2y2j1Z&0y{nF)m>S1Vz7z>F-~hU~ow=E*;akO??9 z{VUS$W768EoB?*1ebo37)Z1YViG2Sn&7TDElvaG&b2*L;iL~jIIV&_$#Muipyt>y| zH+;rTpE`rcDi&9e@Hn|Pv!?n^!5dZYX@s)JoP9TwLLW=eCPpFryzgF_v4%TP{bmIG~U6e^PCI@Cu$9dpVb-#(peDmU&t}?57mv#>oYG{xiIPeN9L3%%g zCjaSMF3v%`nO>i&LO;9|Cup|`#mqD#H@=|W=LNSeV&Va#IzqJ#$OBCkFJ6kYv}$Um z?_^@Q($W?Nh}V_$ig`XKXw(VLdNQi@tR;jx{tYH!O#Ot9Ib{d2ZWI)bHM7yd^Xy6T zQwgYA-@mi*3PH;}7o0n`po*%mB6oV_gSeJ&T5cc=@JZk8bSBehE%TsFgY(W_``39G zEJS-pJVx?C@O`cnfFN7@PTz>O{bUSsKhofntDk3g)v^6r?=>26BYZRGWvPo_wg<*T z-P#;ENOM9p*7&f;YhE#EB8`zqXZ0}Xu>Rx$4i-k#ilVobvSd zVL?mP2-oX++TWr7lSebOLWSFEv2aOBIsb7m&1Itz!V zD_E*mYgFRyJ{HcIigAPU(3-1|M@VBDF-UIRK_CmPNa7pFCEapEIas-#^}68$#qoR; zj*9kN38q&IUc0kDy!F~#c7}CG}(93LkDtK~WS?_k7X8)=Y`v;*d zdg>6wEx~!_B7d@he@ZioBjHYdu-hBqXhtvSd}(6=$%QIA#nllinzsTI6x^(~It+gN zG`#~Sff_UtkRG-3xt)B+!Z@_!{0Z{7Oxfu>DT++@|E1G?8d&4Ko5^prmXO{sI#R-` z+P-898r%Cl=b*L@L|lBl#PS|odVH2ym}PDyjt{X4FEIC!$a6z5pu8 zeI>D93L&aX*EEpqFF=>I)fK}PEYTp2hVGb!+=5*zAbkB#Y+=mZr~ri5(aWj7XKWtC z9Tjemo#=`dQ@x;x!psM_$0o!^p83C=&#*%Ge)8=yCvu-!j(Tw#7y)Ep`OGVM^XjvA zabYO^ki}s8voC7OTJQu5bs|EBcs%Xbf?&DA!@i{lVB=R2^eC>|z|TK$8_oK&zp>g{2mK z9+CBcD!ziYN|t_Bf%Wh7>SbZfJ;cp@b#M5USpv^vQaRo9SM_W2w-j^J5}IM)#9-Ex zTrk!JZ)(#ud;V*BU0x{8x=Ggvs%Z``$S?`@<>CQiX39cfPpnFp*_-4ZH!W>+%iD`e zFA(vc>&$AfxTF+3uTfrwr%w%3k9oj6+|C4#Y4qw=_>=uX5a%i7GB^0Or~oUtpp5QI zbFq0=j?>>sV52u{LJnmt;?WH#aR~wbT$V<;!qKWlClcNJWM-w^Zrw=S^gB_}hyk5$ zigUH+T(+?e2Ww8!Qmkf>YR5tdlKbXd>hyp2;V#MTq_WFk(rMHbD#d9w*H4b&~Bt3GC8fFc*F?0$B^>pqXBv^hd^Y<~z(HNG#;%h?pfne`2++ z7oeT-BhUY1AkT_Ak6&k__|YQSrGRM2AtL(ZK|+yW+SqQz%4`zhk(}Hq5$jAs=E7E!2CY z6KV|gx75@h=?v9^*HhwG@YBy@HWj2TT1X>c1Ts9T;8$XU)!k%T>Z}9FnC*MkVo96m z{7zGohnUdTd?ZAp)`M?u{Z>ETl9;fMwloTa&xig64Ee2bqzQC%r&*P*>vUiIc4$zc ztF@@&iq3BiSDm4$ z02~dXx;ja-B=6%obUMP5>h*A^sa;;%mM`k1@M)Ot9Ey()5Y^1$8WB19D ze}y9?3J2vo&;e)SL^fMDrD0kXD8txN0CaH=JIMQ7taSfD+zMcy9J^@B6`)3-#idE! zBzYKY{Eor{D%D#kI#VNtr^!(+X@n)rzj8bT&-w>#0+QR|^r+9mVF5grGgaDrGp#N0 zDb>>?XQettTJ5do;*rlT793??a=K0g`ir~KOHjoF;XC1$m*cRxnabQA?d!L4KXQoB zEDqXF1IJ`Bs+R+y^WqHr-XNx>?nEBCd?PN?6!+y#m~f0D)^4L}KJ`i>@eT`SPs^mv z9q(<>ET^YI4+L@u5!r#r{J>3X)VZ-U{p|Rn6K3Sv=gamh4~?x}6Hs%0YwXpUz$_}Z z6kFCw0raMWsf(6)kL#ejVv7Gh(Wo^c>CUg^LK6FK^OGZtYPiSl?d?|SI1NrjSs>!J z@Iu-2jE7pYoloU#$@A{zXT=+$M?w#a{__w}*XpQwAv5uHqCm7e!%hyRKM!iBxgd14 zcv{$5rn3{{Dm?_IkIu(Yo*y0r@gq^iz&9{0JvGyMmGWY^ur-j2deyq5GvR8B%CRbxFPW9pU zP6Nfs5Thj}dcRi{anva*a7Cq7ZEfXLvHIn~B%HG+XC>n!@7Y{P@-{nW?PYz+;HED{(c{#0e515~g z+qZ0_nRf0!qkX&y?B;?=<1hboWnn4FD%=#Bama{Fy*Hl-yn#7ZlkK2}MS}Q-?w>4m zgN%P@1Q%Fp8^TKf(T@Eqz@b6*9>aq9zK(kr})Bj~tHK}cm zeNUxzg)<7CftpOs2xf^MIg5^?_l zPuIJpr1^lKrEecnu<2si?6=Npe&p&Mb^z@tq4WC`>MHvYI?Jp`p>>c0ht>|0HmsPh zy=YCQ(ut2EeOu#Z^|k*?s!()Ic<1tH2@l|bTG5n0$oBv!ljhlP_;x_6Czz9ib-hq% zc*_nB5{YJ!zA8JI!+qesq@Ph7Kd`q?3Yy}UY?7s(QIrkn zWawR*dJLWY;jQ!vRU;Qy3JOfu-)bp*GsFUYyGL$VmL8>H)dZlrod)OVi^u~q<7FuT zABAz*=%ak5D;1f|e-_+;O8seOds3*ZjM+o0a{$w5L9HvM2QYx$KPx^9%S-27w_<_- z(ib!8+V+UXZEeRV?IWNOc|6&xaH!#?H8QT?fYBS~XxXO5VM#jto%CQqUo7j-P(0bt z|9qb#Qnzy8KZt1ayV)NcP4T<5to2d7w1Gc8bUbN3&@XLGQcEV@m}h(aY4}b45%87~ zg20UzqEB0*drwRbnA=G>>qq*)gOioC)qi{=ZF2ANcy=CL`f&HL$1fq*%`ceu z8pMcsqjt0O67q`xKTB`6@&pypU3=0Jw}++~L=!8Ulre20JZVZ%z1&apzQKS`!q-Qu z0`sE?ufZ107DoQoCt5qhk@tX`XMSQWpf(swPt!ZvHdcs7n}jchb?k6)D#^WMJF9&w z&gr22zYlftJEm=BP+9ry610ZZzfz9V0?QH3M*VdB>#Ayfad$l}?)t39b^uSi2pk`2 zTF$_*NqF%x3i)S#IK3$j><65p{nE3s0~)K6ek>us9Qi?Ido=c+WlhFM7(0zr^+H(PEuB+iL{1)+iVjRNXDTa0vP_gdmq`YrnU zGrdZ-w}mg{H)J*KMUaUO_zN{GjV<-ws&dISM)KY3xf4h2<~1%4b3C5(TC~af`Q7b0 zXfypC&h6mI&uf~tKH2Ga_-gn95xokNEdH3a?`qbT&r)z~5(y*+Ma36-xk9oALK)kw zE?Ida_5~t~b;+A%?wY1nF|9kN`@t>Bzj1T94Cm~vJ1N3NUO>^64!sEM7+BL_2+UGZ z9+)~YV2yv>OE|ZDa_UB3nmyK;I0AJCo>1eByM{`DlVTmn%{R4$NqCIFl=HfEImMP6 zj);{g<&^vVnIk;;pzv3JH2vSO8pZ9*wUxRsDQK_0n~HqmA>8@H(N;NyotevyGXC{~ zh_%(FuUB@EtE#9>C)3wyq?qa`85f+U-`AVTpJw3Eutu$^Kq;``oNzmN%80!B@POTb zXhsq|juh;HCLcWIfD!Z#-?nEZ#k5k$z`P13$FD^n)IR{a4!ol0dkQ z(DCVXG=bWsqM+J6ah%eO?4MLc&&`_VHIy~8MPv8vJq(zIErLyv=OJ@&=x zzE1}8DcDfqo%cWr7kYyF!*k=9kW-sz+*Vp3Ab^oq;Q{hw?-wMJaKVSs*;dD$dqJ4q z=3rAdTU|`Nw=}em9}x)Faa4$n|Ako#U6TcfBrTQtRmH#2kC^cz2b18O-g^(vAoS7F z@uTkx+@6Y17Z(^twZ}b(697CW^Qy^|Jr@utq4q{%SN+Ui*1(9abDf5EVp09KAHB=& z$P=xlJO;r?UsoRaQ^9!e1rs}*?d3^zKz<;389_Z=Xh=EqF&j+1P~BFr$z%xW*Np`I zThU)(1T^>ZZr%JLYfzK@3Be3(fG_(B!%6;$A%*a(=RE(SIrj7yYgVc|pm#m;30+D4 zK^c`?ZI2-TTZJz)l2On3=40#3-rC&lP(rz%Zgyz3c1&zmE+lg znb5FS7BS@RhjJ-4WM^;a!VMW%mjsCHSGYF{ws_r(ei3K9!yC6tKz!ohL+Iw4_k5lG z!^w%!JDf**iQaG**l_WB;*`1u*H;1oWI-;AJvWO{Dj~a3$uBKHIzu{qH-CM`yE8%a zZEq*mK8bW5@AynZGrExfIgsa3Sk8OF3nL{Kor8%VhmBwUrz44Tc4{CCW8A3o%}Ts! zJ-0YBu5;6@`S1&JeHZ2ON8{{$GU<>OUuhsnJ23MPcBwD8?KjHXd8#a?6WW`()6836 zc@DSAUODx{Riv0dX*k`V7j;H7MAoUG>rTvydy!F!=@K~MdJ<1QudZb@Z6Rm-khhr! zqpQeV&a*Wy2(QF{f4;9i4KnkMQf&{~YH#);`PlYTm^f6LeE19@CK9B!n{*(k{);GP zn!0~K_Rk7f(Sh5Y2V07jf$CeIJ5xG+hUt@Ru z;33KyyRL(+E4}7N&Y@(Ifx1H8he`OUMe;)3Ft6OvuSoSBn{sp)sEIQsXwXGH`tJ~( zP_Em9gO&eUY_mYUZ%$>L%HA*__YH;?Y2052nUs}OU(YLm0G;kFqY=@ejl-;#;LIjm zm*T=v$&l|1!`8$2|NcvmI^iw=e0UJYvY=u%gZavxFG(~XQBSZ|hILyFDICY@IlG^x z#)B^&D-GSZe|1oEMNpga*?$+>hntcM^rQ;p_QAN(GMJ(Gi%G5_d$vV%{KxzBXR`pS z!`m3CiFC}=WgaU0l-2k71g2wVQCF(;?D$tiH@KyiM1?9x;eMO?hmJ?o*v*GU$J2!) z=rLvBT4p{cRO4=X5?n-$RR6!aF=mON$Zi#NyF)FhX%AbreE3QSh6TUO2U4D9e7(uU zE{@G3?{IEnjb7i^odx&&5$n!OkXx%8LXpmwf&4=;PjbeeFvb69D>&^Q%7&2A&Bx7& zSOVoWYTlf+BK4LSTHeAvBPQTw@h%TXPhIF{k2 zTul150Xg9c{=PZflhX@d`<10L7S8_LZ~#ag-EE@)*IreS=%|?Hc1XK&^&5=nH_eW0 z8jlPAzvD7oJ{%4{47=tkFCeYaAGd+~A$uw*(u;SjGgkzia~5j_cvHLBr3?G`2eEOz zJD%ehi&&-s@v7}IrncN?ccb!WPiDsD%8#4q0nz|&ICD#4oCiA%^p^qC6m0v@dqZSpiN({&N;NCPy%qb>FYBO;o1>rw(4L9EW5_W&bt*T)dYc# zph8<1IO2y*=#1FYY&6B3s};(Ubw*#)*iG^SnRhGCT3UzP{lc1^E?#!Y{0p#Zw70Tv z7^+Cyyvy7&pjL6avmPk|;#z|>{MaYlP%hupo?p`DQqW&e1 z@^4w<=X3mPTr0Q9R~tqV#mXe8w`EDDYzWklBM32&jIk!G$^#TmHx4vWHkA!7bJQT! zgV9A|n_oPs%<}|vWl*nc9Q4cp+I^~!WO1_uy-}&@f9@L`UE%JiX;<`l#4@@mor5C_?Op$qjcWiQJ58j6@B090c`f%Ek$ZrnGw8+zlb{ey_I8#FfPPR{R^WYCmT ztZj3)SL!wTU=ChL7y(m54OQ8RZmMo{vlNY24lK6X!sTOq23Yx~Jlb(C;ikmy<c~s&*Hc}}n3ndXO zTqR`PE)AYN9-<2`fBQ)2!eGvm7$Ee*b(9~*P(m7Pt8!D*XvfuBpMB!e+qGn&lzyQ! zH6}xdrrU#>robOvlm~6O@J5e-&j}{~R2UH&`df>^?*>cZF2kX9?&p#02`E{qt~W{vxKR{6sH7$=^zB~*`qizG^9Ge|=0o}pqUo3CA~}o7_{1d5 zR$Czh&GUPc5$N2fX7)^{(K+YtxwKB-#SCyY9h=IL0D&kr7ZU9%+JZ&3a<`t{UN0|p zGz`-@?BV3~IF8f#jj5?klLRSz1@R$>+=DI4Tpx6yCw&=5G-EKH6WejD!CfJ7t@Zkl>G9 zbTrJEI@-?HSMF~*S$GIf7Ge9^M0V@>-L0EMyHd9wGhbm~PBB`A9dt>?syg}uMK zPu9@IyurNXwzcFzmh*n=(xGn)Mq*-ynT!qAqr~r4k`V=@68>`s$wNdP7V+xJU z#w|xH#e14)exa}KSVH0RVC_1H&yx{dw(%8$N)#KLlEO!z-ddys)Kfe>#pPEVT&J*m zD5(# zwSD~C&43;aI&HKvX4m$~<=ajZl0QQoy7~g0&_tUD$By-UQyc_ru z(+K+wxZ@_OzSG3!UW-k`v7da6u%IPK>$3d)YhC`3P>^{o`q@o6W9zC@@5j~Lt$kiO znM3Nmc=coOVHpveeA~&qSNXn2o&$X4?j)cyOU;kfAv)Wn^8O69i@bo|Y@U{LV=_xQ zYnznhLNs)r@mv42sM26J`XKrzSYh`Rhg}Z2llAh0k+(t22`-r;v|l|j4C#JfIB#FU zL`w(^f4yW$+0AWN8V{C@Y>H}dpgQRz-KKOk$SD78@b@FGu;_OhyF)8(L!x`#`Y%;g zHg2|Pl%xKP72P>b)<2p8S%;c?7cXGhKb!{sTh!zHM{UV;>7*jG`wFd=Mo^HhN;r|i zI~0}gde^Q2Tdn$K6@)cNod8r5uB?nwq8K;C-Pjq$`kmI~`HDF884;Qz(=DzeC905! zG?7~t?+iiABa!7JQ?fMrYwEl+@r-(Cy1uz3JnAyjZIe1Y>>f!_2<;OClY|gk?lr{% zTg#r%ikLYqX4TD#ecZ(^QdFXdjUwE{xlX>pK-}l-yb&rmDu1OyxQfJkd`B;IG$CLh zdmZ{b)j{L09DxUrW&M}LOPT=@rw;&U&5S(;{BnsNmmfKB1$#IerA zR8LbKsQL^Sy#U4m0!VNyCNvZJI2h*;H^>ynw{KgD0!SSXBb(bC_l6dxd>B z)+MG&!&E&MEH&o~V?#2AbDz>c9Y%^6sXl_S?__51tOd{009uQ&h%s)B3ZBj;2)H(3 zZ_*zhHeb4BD>FOO$=IZcj>Tzg#pq)4?2i6dPe zf6Jdt-uB*0xCUJlhV#2EGD=&jR zO9;IhqO4tPXciYYFu>*ActJ$0r{TxD1>30Wk$N0$f@?%k*lY1*3*>XP!-Hwj59$)1 zZ&^+s!!(sFi0eU0=BE(3%1Bw}oc9qe^h#lMC93akW$f@CT{fJ8J&aM%s*)9-#i3+k!FXv{1F1K z9xxn_h;o(M@E6mAZ3esja@v?&873E&p9Lr4GVdH=Xs8qqT9c0oM(H^=>|iAFIVT34 z^z&kIaIP%KPRdI1VrI=3F+*8Mty)OSIF;2uyGlu)UaJNQLZh2`^7W-RTrTTFs+^Tr z4gTE~SX05l6^K-NxvnU|h-l|f?WXt3Manqz6Gz6PE?T#UaZYuIb zPd$#&=YqSyh01}JKi~{VrJ%$7ne60TKwQ@S4S!Eh_WOT0xu{?AeXMI;TR*}C)zQoM zzdQy$b75Y|iyf>8IX1Av$2xGj{e~aa%1)GY{w1fsqO}uRjlq(tNllDFc8+nb_+kx; zoT9Kf%Geb~ymq{k1aU9%TaPiEpp&tU50^u^(};<Al6>y@ZXgzA7iCgz`J~@FH_*V~a5L~_B6qJNMRe*Ou;7VeY9}7GU z(>DAf#V6!Y3MVbnB4inTR@J;EN-Kz(^bmGY0LAMrj)jp7T4?21s4m`5!!es zp3&}_q0TheM=?Y$fbx;OZM zZk%+;gqK^|3YLPXvWb#+*(go{@C?g@n#+sXJIaKz*C1Yx&3Dfe7v@im7k z1b2HCl=K!wQz~jeg`c?$B^o};F%jI4=t|0Gn_z{CJfgMM4EB*!pR0!9zDF3 z?dDYIyG3mnP8W5t-r&<9RN(z{qDzi->}PySHm4*-+MrljnHC{)o4Zv-GoMZ=eRdYu zeT?*1BC?=>e5nwRuWhfJr%Ubku&Yq8G4+OmW^YpJPQ==2gX>d$8KC$$sw`gV50gn+EN6|v1-QFhh_8~jnKH-p|f}e&YyqK%X zR!+5<@0h6DCVY7DdEs1Ys0ogBDZS>9Nq592d`COlTuZr-e}ypo8Aq-~(CLppUggR| zcz_T@7UBG(8}tpE>nP4p(C_d1y>LquzG3e{gU`CCtdP8oE;Z9^t#*D&T^uOR%y$o;9L=MslS}r;ZaTbdRS0kom$QGN z6j@B}tZEC#)~jW6kZMi;3}YggX1!0x0?Wn~M~jPL;}*n6+yQc_hj0EDKj!*0E1e~i zgoBm}4VXdX$dU8qs8m#O9{E@0)wO2EeBnIEDJlO^4wl|Xf~f8=N*mwy!H(i@l>;?$ zaOXFU#*$6yjV;WkO7e*!eB`dtmyf6tqlYo{_80Rwd9SURCUKl@qk-&b@S zh|}n@*)$>zXf=eN{+-Uf#T#h2HHtXGqmDZ-;e#saG8SobuDF)=yr2T4FG$v_{1UBhyYlk3%YU+gur35RMKlm<%Lg&qh}jE88W~x(^ombuZ-$&Dcy~>we7gq7 zb)Sq3J2@gle z50McX_S|$;=V-OJT&4zq@Arrt2Gbr8f@Y5#U z@{0~=(ACOGHO@2_dnF4oc{EAb*Bb+O8UIxwpJbu94=VcIrQu&LP!)i5KUZR}GhOQm z*x*~dEYgMb?Jao>Cae37wdR7DrTuM4Ik&Yp&o>mG(IEJan!CWd1x_l#kWae;M2%#%LzQykZmAiu#0rSO}1UqtmjVf#_E;paUZ zP47GQbDMRnBAJyBHF=(Q+rdpah3zkYxa^`bKbHVeXHKmW^XkPEyEhedLm_dx9rc%; zp0HD(HqOnJAp|v8H4=3}TDn+wtXJTs-s)oLF$uJDW0Rsn`%gEwXtrBzazvT>)Bpya za)S+P?+4%I`}k>Erz;SlirXMB1oSFC-WE+YVDWrP757bNFC*@G)kzrq2&=;yG_W&t z;?4~ag#Wm$htaH~J%LXRIs8dZ!Keu=JO0;Oe$`AO$Jer0~eLlgf6ZniX0wsFGlybZ}G^3%~heU33eGAx;7X>O*9v#68Xmbf`bk zXLgTl$Z)#)@tHcapb%>v)`?zNScWwkYnrkQQb;EyTN$@tr`AVC4TKF31FzFks5aHb zeWoZFuEURL-xx{gY5{Xo0f@_4hEqY$ofwr_aua>O8)r(M;k}LY+Vg;S@-;>$ku$FQ ztp^kKOr0CPuoCvC@eKSWOcySn!+ezg0W?6%zaB;T%rbr^Ms&>F7jU-$TJ{7DF$wgz zKah2Pc-s~Goj^P59f{gtI>ga--bYrGGr+s)4Bsmgp|`|yJ^tEr#US4(f=U7MzxAEU zz{tPCEr=lJ5jC*kJ4R6CLg+IAvB;g3n*pmV%S4aftI^_nV!Vw< z@37`i1gAS*9q7E@JZ8<-(8-3`13=UZ=hX|hC@L67z!bzUHHjTNaakS?m*#2Q!*`%h zNtEM1-H>E%&ZR+9>*7P9rF_PDE*$~l;x=6z79i|HLi)calP{Kz_Sj@Y{9S2YqrZEx z2wj|2MPN!q;lL>f=_vbEAuR)9AW?+mYE0hv=3q!4f6wvxI8I|Sazrz9BR!m6hRvSq z&fmms$TH%FKFq#%%LvYrBJbxx&h9ERbN8hO{r!@ZpB&dcb#c9OruH7^FTs2>NgPxP zWn9V(-E_=CY^XTs$f5J?h3DdgxQS~9sL$(JKP}Hbw|g8C<&PW?!@0-*SE8AS~aC1-C4VEpKV+7mqA_EyRp=Omx0!Hoo5u|y)t;$9P zQeMv%CP$7N!=>F)z$X8x@t`EUZ4Tj7<^8^v-HbE&04j7;ZA!&`hjM<=g$@lL`7}pk zkF%~sS55)ZaSvGM&Z(o{FW*BA(5-7dER^ZLY2~gKVb#wW4oOO>I!bO#e_G+# zbLW$zs(M~xw~$K&C|M+nA3P3YCl6k((nF;bVgP}ym+cdDuu<7rtx0U2gClUYa zqa4F}yyLNXr}6J>2X6K@S1IsgUDno%Kc8T!f1su6LS_{5SJ}hty1DC>aywTZ^RfE* zC)c(as5+S-T`oKeFeyUG@|+MCIsq=Xf08pjwwdl#2smrxQ*lL z(6_B1b2ourSJH5P9Ofh9Y0%QH;<1*-2 zI42Jb?l%f-h$6?kFBuU#Y1!%76<>+$)UIv>)ML}v6AqlMk^NtlrvfC5D${YwKWCh! z+wOwU23@RLvv^@p-prp{Fn(*bCU^ZG)K|rp zJ|tJ=hT=3t@_RwOzK2l@uZEohJPlf0GIXexFzWsNw$_~DT!JAOy2H+*bY|d{?;~&b z-i8jP%!#U}UK?P;e3NJB)sCWQar*7$<7$9?zTEuigpbPMVu20V0l=MDA^z`+?`3zY zClZJNti7a!<^{8q;|Q*PGBSJz7lEQ_sc?#?(l-4h0%_;zx!v7dSJsw$6_iZmukRto zh35t}m1M$~Uv<5KIifApR9C_t3$C0>1`vw)au7% zRBtj#^n6d=0a6ny_T33H-H)tPUkkN0$?o_7gA8aHU?UNg4cbDY{M-8j#AN^UE**eW z1$iGj1u=ACva=g8+vGs%_FKeyyWS{nOEYq$Rx17Dky~ zrW;vEm5wOuM3nmC7{(qEuxMF7T2R%=K03W_e0~w=1d@A*<2dH`#|y;yq=m!vu?>m` z3=WvB5A^>96F}_0E=7orCRTDc=tJ*=>W2bKYcP5-rK{iFFf&5RJh78iR27-rM#%A_ z^i&uw85z*>MU5|Sd(<(P911*gCE3!z;H@veIl#$Xpe+^y)>z~ctT3Llo_PWBDW3(# zC(@Rtlf3oR*Ij7H6V6o6>EGVX{0C0doKtpH4ACpAvPl=p%d_;|91Vq%v$&;Z_L zc7+ot{q?H0IlG?bsQ8uE z1qQb;*a}-Z_njNTLoIaYuA>Ccvm5K!&vAeu8!qt6tRZOba(dV#t_R6R#|HiVJngCD5|Za8B#^nMWpn>>phC@X;V5t3!xM(H>EBRa=H_; zV;^e*Q+y>{{jnU}OWJr@5D`$US3+jS4p3NX6f#+i0L4mhsq^z?m`&!lJE&Gf(3zfc zOe+`u>Wq`jPMQEIVqB(h;ADTSFIz*{dK<;%6|!pTIv*hexK}L%a4_$Pmbv!N$6P})A z2;*Uh%1NTjR?_59g!NZyP&sLl2R_$Iv&3h}H6x~J;BEcc);FluwH9pMVw^6imdb?e z)1>3K`n*G2k8(Cj^#$!5;wGXty&m1q5rn6oa2+*cGtpIncyiY&16BdAsI5Py5t0@F zK68U|jpEX#*?x%@=Gt*+)SqLikxva0CANR4^wTgQAhKkxuAqlUG2z<Ix?q;$FYHVIRHl%<$_GgZ^N_+a+=uO2M*lu)v6&GF>>VsRoC z&C#uqITvre$0B_ZyN)(CH?M8tl@nfGd*7s{x&i}4&y9lV(uXXGK$_hcVr8YE-}$I4 z3L^}kXJ1Sj4%3zN^9P?8XI5%9vLb(l%s=(1K$MF3e-#@DMB^l{;=VhTw&fQ^O5uH zUb&v2uZCU($u8UaXKzlzF7LQK?R19IkSN=cJ@Q_nJ`zuLA}4v*RHos^TMne(=BCv6 zBe9u(DfMl#Y-Q7{J%RWokYiX@g6umyDs*u(i&+NVVipgE6oBsf@Uk6Yt4Lj)KUf0r zk9I8qBwhkt>WW(R(s>MceLGxDs`AeWRpVB<*^^KJ|GnKRX*o@Pz z!#XT1zlCoV#r$n!r!^-e$C{cgj%y8;cWoC%N(}J(GR9AhPJczZp@$SN`)cAoi+VH< zYQJh%e2L?N+?6IYOQ|w}`_N~0%E>ZiiIoS!c_>5>$~Imyz36kR#F{P`Ap?=mgQ=xz zHC^tkLny+Z?%%~XoZI2`V)>;?#w(i+o znnPwkO?m5d)sa=iT}8IG%R(FIT2{Oh`o$GHMhZC`Z1ub>P1P=U`x_+yOo=u^Z6s&VqPHDO~?lsZf&iC5)aGimv+G1lxzV=kInC zQ6l%KaM>G$EReur*DH6+QwgMWfS4k&t*+oEk)l9a79la$8e*E>B@d`qojkXMfM9r!tEZOMqW7+6o~(lrbl-`RD^OKQC^2i$JTQv% z%VTQmTfEfBup%Ed3eGOS8@Q`mK|pwCvbXel%|r97Yll1or?Cn(+S-XzgS|lR!4V=y zTQ&nIzHu~Rvaz~Flg9^DXs1Fg;NBo7KC^jVDcuN_!4zAw6cmnM`1J;U0AO6v%jq)g zFnwtn|5QL($5pVdcpt#azxt~^2QUD!UohvC$mYg<+=+w zb2@E6JU^NqSv7u4nv^uj6MjOTXv>!A!bZe?N5KWuA8;YpBqtt08G(1`qYi1FZrDL& zQ)R6%08YimbD$(_!YlVAWvSr^aJtxKyW2{=8u3cyf6b{-G`ICXLTh*g$;V`8?J5e< zMzX@n#yVrl^i}!!#2 zEB5=woH4~dsoELmlyH{b`YiK(oi4~p)&H4{m8h;CfHu|+j(MY7^gyWdrDGjwh!T#8 zJGnceuG^mQ*v^8jzyL^afCalfI(@wd-b(^Wpnzp(J;32sQC$7Z4xMts`#WL&f_{i|MNbj!)fINBuk6PKy4gpvlF_F zrC9A4CH#lzP|t509V&iQVbFezOE~2S%WazVr7vSgk6f~Kp`6?+^=VWfe{5+3C91I{ z+YIiHb)M}AQ+q@V-SM3kq+LNaaUCzD4NqA5WVr~*N-B4aZcYXD&H2S?FvveeG$o)I zW-*ZxmkLAXCbb80^TI1qx@vu2Kt1X(g0)Ey0NqBw)6N9At|~vcU$@W8z0}dhPad&m zY3Wu1!sk#jUFe(g0+u38)`S`j$`*W;3A}p;^!|?si{w=f{}!Dw3O~UoH`hy^HSp`A zRwis4pFOeLNC+trTeSEWcQgpt0yK0DARkr%x<>+xV2rlENyrtO;?-A%8gLtrZ%}D} zOg9k8Lyvmsh$W#I87JTmiRpLzp=xM}90gX1a!f%kc%Z8qi{*<@jz2yaxlCL?8~&5w zC6$l&xog=G8akCru+vm^+J56?vU&thQlJkbvJXCajtc^q_1!lFjftM&B$ zlIS9G3T{97hfYmn%J+?Cd9gRN7|4rcN+o~`WcNaWb)xUdX50E$JaXOA;o1-~=my=s zZ7K%}lS?qKzJC6uE^x^-ZncN?GcBjP&c6md*8*|T;zS=5_3hZ^jN2&hc3DpPx&PJ_ zb3CP|E3cG`Pf|nyh;3Vq@tm4u#GC`P!?!vHwP7aTlg{5VS~8zPPC!L(iW#dMo8X;x_A4SKuy)FF!?F~ zZ>>A$5NwfC@FSKas!KUUwbWg`IQg_`HIyU@P3)VXjZ%u>Ldg5kdDTW}db z50cELAAcIjR0_SaRtX$nmyn@;jt_8WJ4P3vhuE2nUVX3?Q8@+6Uz22MjA?7`Kv4^i zi2&L}N_ai)U$8KsZa%stA6)MoCD_nwS26?`TH`Q4t$vA4@fz0Ehf$?z4^Q;`O9*@6 zWr$Mo_}cya=#0r$BZHr$tl=DuBz2sW^ds+yw3qfF99gI}vi;zO!q-56kQS56Yh7qe zd1XToUXbrac(%`i%`JYlA7!L(@Y=V!>q8%xzMx4vEcY z`HRHB0KowUADIARCi3imBvE4t_n;8DY95~}iN-fRCy1xMex|aU_6$Gzj%R?S{=5f3 zye0;1>e~|oXL`KY*G7kCjjga^ul%v8x)!zWJQM+Rm$tj6x)=jn8>#=4=i+#%rllNA zIT??4$4mk#)U~7YSN6}N%gA+WqFAS<&A(8t1RRgh8(B_{3&~G({R{H&2`3$!#b*0q z;9YGhO&e#6lgnEUFxZWr_3U4db~QZAN|&6n`}rEWytt+SBR%rqQ8F_lkR8?CRKa2# zefBv%XaT@JP_unF1&~+s2)a3KX>3SC@GKg=kr}yvNbzD&JXf69y>|@KlzWO+A|K%i z3m#+(=`1tEot|;U&omHg?^!*gK*z6;u|q$g2aBU#hbLT$@V|r7srZox1n=R15D)9= z%k2)_-tgrYU1!*Ko=sO9`3!#&VMvZLI|9$j^9!xTZkd%9l1P#RFG65nC@ewDSOLE( z{;UeLnfw00jWp4yRLoo}!9L=F7Jvi;FB+Br8um4XH&Sl_-f!LL8p|(`x~?AJzGYD9 z6_?9P{53^+HNegNrm>9Hr0f0bZFkWC$HJVDU6B-S{9}^mYsU9Xq+sEz!Qk7Qhy3d` z(gf>Ba0fP!q*DSSc;Rk&?Rl-OPuic(Z&Qt{QvT^MJ5Ag(L&oCE{+$y=`qh%yLdNPI z99KQ)J94n-AR2Al-J0j#uzT2p5tcox5$YXqjBGxe4%tBPr*CQUBfQd9{KGo1hmD~^ zsUloKYoe_+-YRnHzfYB6*VtsC9ZTTgVc6ElR2kDt^hfdpo>&#X>CY;=f4@KaZonoE)77u&Cch)!*a#W9eeFq)qC`VYs2(|KDYG z?p-1uKgb6F(Hpwt5OMUBcS$9s0E0M5eHPn_j%p z3xD_k1?~$;-Z3MLzZ~zuPv%=O%_`yCRdO!L?T{8|H)1ue`#rHF~K|Ay$sf!Na(^;(treo$*BT4s`l)h*f&6qH~gTy@N)W) z$Syp#TZRnpjSFMIry~_TkKPL)r9>7OlV2lX{J{7YOp6J z)C!L#beSbn)217Eyb9zg7QT$=>gfZd$-~yd(ss@26t={6CB(-v+{ln_j6gXNo!X&3 zUO1@d&P=~CIp!SDOJt?u;tNFQ0`@aU=c~VPI);J$?X6o2ngnTvsEA=UFyR|{%{uZc zKCC+=>9oX3B5#~9OOP5UgS^0T+|xZFetUoA%9rK5F-Fe^br$`gQNltv|XxT|xTDg2zsY<0_YNfT}G81&yacRf|Hko$Cb#2f&3) z;k$gTtGl@NNpA{X8LP^a%9?)r$o|z1e60#{XW@3S6ge!S(WwN5Q8Qp zFam9wG6nY+1+v`}bm6lt`uz%c|8 zhuuxXRZB()gog0bf?J@(X_+?AD?LT>=#JqBu|9S$@*YR94^(MGY7jg@hN=yQ z6?x>qtSU@zk<)7clP$bAvPDbcLFtjLeEENaT%lgT#g5TLz5B+~HaU+UfWV8gJOcG8C7QR<)SB}kC~NQf z$6-_r(6u}O1k5kJVj$0kUXO-3#&2I%H0UMI=Wg8U$f2;U78kp9z3Z+TNXM9D6MM+0 z5|n#`_I6!~itmZv-lJQLG>Ix$?f&4WKi|U_MWmnj_ZhS9Qv|^t^K^E_XS63aA+u{y|mVIxv3>BR3Te%=LB~k@Fv{gXFdNjOYWC-;kNc2aYU0K_lD2E^KS!lQ0Wbo)ZaAP$B7R!Lmhi!E zn6fgEM#gFO?HFb=50rzuSviblS;#x4_LgByNdgLF0c9~5DZ((Bd36HD>>iGAF(|p8 zvE_0AWpV!fvr)xSEaV6B;cs%XJIv+X#)ER5Q%gQ?Zd0jAM$zO*a==ZNw>#ekPxO2G z)a7Ghra25ogwJJf-i>EeY=U9P)z%v>5q%#u}UJXv&ej# zc9N8tes!IWR!7olw%=Efn8X2{aVSfQXGBn9Fwk}UPdoy)byI}oP`Tng25O3eX?qTc6TJL*8bRst!VoH%nxhx2K6mt;qy98@*;2 zww#6Z&uVrVXE>TFGjxbYGut5-p9TF_K$=Gkg z{vzjA)G3axY~mIXbwv)PT*dUAdv=7S0r6%@CgQa|YI!nW-7Lfa%~VQS;{3O)PotC> zBDxpNUgzJH@?JqF2SvDsgUC{uk3g0X zeH>WfRwigJl(3p)UbrcS`4Q#=1HE`(f;L_tmJ^z2@blyK<#K^@m0)ra&on5MY&#g8 z>(nydGia4b@Jg}2F|fX)5|;mb?S8lAJLMH zeR=-OCQrOz0+BK}9dP9^&%0HQd;ri61XIn)Dbkx} zSAya-i^ngMrS3=->D$~zG~8IP^IPqn?Po7JCuB0JUZ8Vx zg)V-?Z6e~B5n4z!^Ws3T%p?Nk-Q?V`=uRLVW zGyx>s%sV2;wZp@S{Y9u2$h>&9%4jW5=AlPnDm4&E;Bhb&f*{@t#rrnKTJOUtG!eDz zx^}pI^i_Xh$Cj09b=K5SEHjuf^rQV#+chT0X8VN)45A$L+;|^^^*(pX*c}QUwbdKn z?dmV&#Bo3yP>m6WgFZ&`*Y&YZ@SzO@HjwxMag!UC?Gv1p#;)|UeAypcO#<9_zberWvq31~I%Jca zop&pBz<%hYpNo{92_XNBC{K3|ZvqIl&6~N>u(RC5Drl`z-#L{!ok5bg|B>>W&u3Ih zt&dE>2vIbPti#6i@LbZkMb^M1n_qguKPx9KLtALdUkchmu!XH0PWIT$sdoCd%3w#g z|532BG|JWt)q4)1W_N_Z_O{<%$pH44mo7Y*o$$kTHwd7X--J?Y!=X#zyDpe@hwB&Y zlf&$F`>CD+6-GLs4nn)D;rL8&iR8cp4wPeO!35|@AJK}>>%!HLV3d;8tI7w~Z<$s{ zoirr!vhS9uKw$;d{ua1J6)6~R@rizF)Ee`eE>%SnubUZnGh z0Z6x!qt4sMHUe0taY_H~I{^@2^YN2Ij{_Q%cxz~kze7!_k3mearmWq5u01F46Ki22 z`d+PSV8Dy|sj9fnE08pGXz`uoWpY0V14hix(v);5S0^z0p1sCt4Nu2{eSh zb&`s|og8spfs%)ss5T%lLmZ8elisP>)^wNj*G~EO+1Ye^XU)Df@~S>5(?s`XYRS5Ctm^OP99BNMRJ z7I?%#KdZ6wKSYI$NAv8OtCM^Cv7coc`D2&Yy=q~7`GqiCoIK|42e1IT{*RGd?|>7- z{3cZyRFj_?b93>NvLB3DhMPxK{f@LOzTyVgUa?n6q6tb}=UyXXq?}&^d)tlv(ri~v z?bDA)ZQ$vI^@M1j5P5Uc?Xh#gP)UxOJSsqT8WA!6szO0OSTpmb9_u`CSBkOmO7DHQ zFhc$ar|5Hwva2v3`aa~kCt(A47Cqr-y#BG0<) zY<7j*#28{F2tR@cYY9!(Lpdo^kIj>_Quw`8K2l2mU$AJBDgCsO(gX2rU#6;Laa=VU zWdP~wS5N>G)Zo7cwqxt~nKqgK&+p|0cUN4xbVRA?OyCS#VXdZ{VXJE4rN4VfnJB93 zQN}@k1d4_N^OO&?tY{3y@<(IMY65kC&?(;6380S#RUO}$+`7*)!0 zx7rT?wZgLNyI#~5q`GJ9`*xgQx(Dt%pA0L`DYhjhgFM2*eYM0oh5gO9s0P>n=(k*G zBlaQS=GJdPV@}X%hUIicssK%}4A^<-yE_};7Q;i1lkcxs;I`qclv4^kVCQ_^g`Vmp z2mOF!A;e}^uysu<&ufuM)r0lR7cSq25&PF-uN3r&f-C_3t;jOFXngLWRtd2#wtASR zsYw}0D2S3RBSG|q!e^j)M*~`u_b7%W?qYkXtLED#xT(L5bGP!s5yt{bk1}?HBSS&J zd>8ca6q@mfhGSISRfh!SPr5~}Yu+HSLU4IjnXsaKX(=gtbNBHA(=3IfVw+c|GiF7( zsRaBBbCefpC=CEBago^L0M=sRM^wGmZvhDbTb6VHfzlv_pOa^037^NOPfC745B5q5 zS{Uq0=~v0|nT&v@37bT%`>il4_mtP41guc0SEsw>{_(#jth{CJ5N11p4_2y!FxW*o zGS((*1&0FKVBe8laLM~#(lWt)aeW$-*Vp2ab=MEX~b z{AhD*DcsznM^ktb6W+>n@F~djd(C=1znhcckep9x9Uv_ViHlSSAp6?o`hL2p?5G9- zy0|{+K4<)s(Hv)3&5;jGt{#)dE3un-?F2D?R1@!wTQ|k#yD*7>1;umS^nj@BJ4Ltv z%(@YdlMfWV!23V5jIcOqL5uv4=6Nv*x3RThsxsPa>YJ@)Ze5$&*P=mF3wP$}a$ z@wu@pWOZ$K){o4RrS*U;ch^!64&aL~l??uI*xJTtX?BQ=i|@3=4jw!)pnyJNh~Sa^ zL?C!S{Dt20r;Psq)hY@pYpCov57I}{b{GiClGaHasZhqHv#V7J(UgixL%yT2vb@ZP z=M@JB`yh{_%RFm-2lv5wc3BERIXd!*c6o5J&4>9EC^(n#G*~$bWJ|46k4_Z$yx(^( z4&;tKj-;*zbBgydyms0u#nA=v)=x5&OLX(q_p4rg2eyJ+z{MgVx^OQoLRk0VL{xk% zOv_2fCAs|uc){O%2cKp>f1ni9s&_HS~Y993^Awc&-UO7(6rrhqUw zIPKe~fH(&6x@BI@;MsHN;w30tz>HN!{c>M$72w1d;eW4mLc19-yAo+EaC_o$$tWGN z1AaW-fQXY}rTt?n#M!Z!cJ!NqJ@O)IhEb(Oa_pW}5%DlYz5I`GN)Vt{e#!s~z~b^L1NQ5V zG}|}HJ2ktoMiVT=cq!mn;{J*tF=sPWoE6?MQn#ieVTV>*!_mU8E z4Zvkib7?i?^>V_fsXX=DpkcgKf|ZkZ+pv*|sO_`w-xpSp4q2}^rb(`_@lp@tLrHyn zklJ5@2*a5=`rnS-gWje}5-T@*d4PbD;y@ZT*K+Fi^Hx*6;F<+I8)z_M5>54OPQqPc zMl36kF5!AGvIgYklY(>GFJIzcAuaN+-Z;n(P`A>6_;AmswyLa>D&$R!k96>yQX%n> z77=a}IR~LkB>Kx!V9^-6v}&itKp48&6(9D=y`nCxG+1?1<`?I&>T7RVy&-hFca}qqcV>pY7fy;k$#(S9qMVyNPIt@O8)yMzmCo)6QKwn z@{_#*!=ZiF-8ZxLZf_8AOBH7_B6;ZElJCl#K4sss0`!vA-bzYYjJi0VN0r?3?D$A( zShDk@7EtETRoW`An0N`$?J{hnY~}Yl*=gP-tQ?9YSOCPuKfYo0Q%uwqp~GAKa1iWM zZ^F*E0l`Z2TcYI^<$DnEJp%VQvSx}@kx(cyzCKfN2$=yhI?u!C*?j*>V7j}oGVEiE zJ9JO9W0O3TNdK6z=tvirZ>4LI6LBP^pbZ-oAH3&K)D+5~1YQc#m9=kaO;7YlN#0Y9E?V$ zwKW2vzn3j{CSqXZZ9lo5(Z$T6C3&Meh}-t1Q~V#xiz`xGX-2do9h{1k*%CnftGv54 z+m_wI<_qt(zfX=R@?I8!egwIMp|nbTX20}47kf1=_cEJ<=)m+k zzjTkt7M=8%#@6Q!`$Ru-B^$PGy+4gl$Sj<&Dblspju6Zcy*-CF{6_!qML9ooba12Rr6K7OEA1X_wgJDeUUg3ufdUntADzU=!EH^VP!xR zdA06IhuQSdAea1~KKJyuwy<#1oq5{0D{oEwx1retv9KA)kScF~n0$OrW2sMeR*SS) zvXSa$2wj%tw!mFp3MDUTzBB3K1`b>MXZgxu7WS$DluU@r; zir+c~BL9-?32ZK%V_TyEY@hi~Vf9UGGe|biDaC!~N)mL)x(l?-Bnlo+bitUKRhmhE*&n%HoAZXO^Bg4SOP8pSHu60JEl+U zeOvW*k|zQ_*QfA~n9M-a+i%e*Q>_{6_nqTX$(MDmhSs@7 z3okWj`CyYg#6D%x6+TE?7=ybnUm%I1MDs?cs1L=S3JPM0K`;$TlN5c#>34k@F;1`4O8qkTPr;MuRiLD208h^J$e=a>9B5j zl~n(SxK>hDoriXv)Vl?&82KJO>YiY)@$g5Brxxsj$FGAzXyn(GBhkf0TOI%b@U~I6 z(~-I(^sgb%BF>cJku6dp5x+yumIS5P+d=W}5(D1jvOH3S)d2dms4Gz9OdbS{OlH#`7TM?mhWlvw3!wYh zkvwoZ=~b~Qa}^2YgAHi4hgXU^=>E?Q*R&!fUNmWkr&-A3)g9}2=-!JS;lQu=?Lh4{ zK)@Ko@(MwX&f(vcOH*kaPxTZ?b|Y6_laSK%rc;gHkwt3LCL9T@6^ksTmkr?BwI~|C zZ9g3ZaUUR)1oqp{@yCpsR909N$mH4H{`}GEDi%L7m@6$19`XOt#-oujfKnpI76EbV1}A2>WL(8y=7KTxC)Pbb(01&|H#|)YvubEhLXk2qBJmH(~aoiZ-pC zfC>Qc&eNwj|+s()4tgt8^SHZLR+)pH#Q^pj7l>&Xf&-USjH) zN0~y}V+71!l?b+3AqO^wENkNHdEF1B{HFP*9lgcSur}RR`EX)FyPdwhtjGXj!ou}& zDb!z3i2*C@m-IZ5#He@|Xo|pFnQ%_MUbQinKi<&cXYI;#TM;{$Tm47SFD1#r?|dkY zTjf8VIbe^r9n+ru$YEw`1AnHJvsN{6P{<8zq8jG%A-yKc@PJ%(t;=JJO@TH!oo zDy-20cSHuA{t+>X?hph;b1d|t&QmyB54mv}R&jnaX@f8v2KQ_p7l!xK#Tug=Uzp=E|pdCr0w0DI<4` z=pN$&CV@XzBZ7e;D$XKLh-H*1Cuz{1}>t^ucQqh3&1DR$xBldJB_W4?XZehP# z4yz{azhoPO>K@q&&(ipdPZ`$MWEj|uRe$v8`0O%L5`*fNKBKGcn2x$LPop+RBHGB1 zVPNM$VOkx}LMxBETo%#Lb2U#>-^x& z{d(y@ylq2F+ulZ0K2#3_6JLPv~jhtAT<&# z+TUvE=Wb^#G3-`6%Yz|o{YrLRzm9NwKDbSZ*E&P#7>NG1Wv_c;L>fkB_baE3?73Br z+`U2kjB1S^SAf<_j)aj9c1hr&o?B(8e2-`px zB22B5FMRVCzF+J#O+Ci+ym8LLy66NP!WTYcVFP%?Y0api>Ww)>J=q-PNYMA!CqXR@ zT;CteBI{O|VPL$E=7q-I9_rpZs6Au!z6`iS9?8JEx^5kDlF8QycUDJi%3jY#Vxenf zT>#?WAKu|H*d=}aykxZeDJ6|OFw_fnS-3iYmC4DECG*7qIRFkd^;yy|)E)9|J~tt9 zg(=Jb6iBU^Py;et>{|z)fBp#F5+LUS{s`<2IY9t`bH52MQ=4b0(|@7ac+JyO8{feLAz?{W*y3*RAXUEbgM|?mjW>fjx|3x*Q3pT|YTUXn zaZ@l6Hu1N^agt$?BsKK#cHVP)=a;v-Fy?u*@aUt&aX^pW8`hGVsZZ$|6+)QoCvQ{^ zuBg-RL1%Pn^>JMC@KGSm_9~FJOKx`3R8#6S+b2-|wjDe~>tEegOL(8jM@<>CXBh ziBO6dR(C)%;Uc|O>&B07F)2zkF+Ae8q%|0|P;pbqaSupT`UwnWi~Ukjf@$%a;_22* z{B{ak6u*#`)O!xk_lsmuV1s&hco967@UX7vnf2_M9nz%-=O0K}_$ZxKh6BHKlaj7O z8KjrA^bXiMw*kj^If7y4qZq@W7c$vc zyFh!JIMJc+lQ?d91Kq&&9zgBT7@{j%S4@N7#jM596+K!+U)<=?NL&==cf09>Q4BFR zeZJn2e~Kx}$Kt=nZ!In=t91;p*bO&nq(W6vfbNgV+j&SsvPypK;uICj{~07Bh&nKq zYH-DqDFeAu84EE`mrWT{c@qunX(eOVQ6Np_QTNLM_uy?; z2NBH#7i2_7jyZfU&smZ7eLWSi`O|+RTr&oKeoZ+g;})xt-R4qRHljasOFTfHWhkNG zJ{TVpMJh`xN)tD8NWa8ka8}A!UD&mV8)bk;;sR={{stC}t?G0%+A7kG^^K!&=IJ!@ zAH6Q9&(8>xXGjXm>h=!j#&A??@dL(aHq>n%PR3c_5;ZygC8J11)6oOm4Gc`5)OH8d z2Pgd-BHyQm46>YCKS<`b)7b2x^eHr9;!&FLV9dlC1V64=0!X&Z)1~)9j;3-;>?pM_ z{Qy{j_W%IgtPNGTH97F%hp1L}JnMqQ!1vbVSg`u!53O*O>Mn3m2-S2`)ptu7!Q772 zgbc;&B>2&2JyaG800Iu3UP+rBQuI-KQ=u`xG&m-XbhWOEOu zx`e$9@cBSYf6E5bL7R7?;l5hvgVVx=*an<|gh=JX81}DsG5TARh7%I-@@Dt(Zr3)s zc<3))S_8L#hq%=I|6;WqS^(|o6>VWy*tJMgwn1UAt*r(HkU?LeY~yn1hvyiTwwUlj z&=B>)*3IOKq@da5<^!kjWc8@L+(fcTStC5Z%^QM%2i$Ck=9Qh?^0M!HMs@8baLDLd z+*ya#3|e;*lF zhp#~mfhB$oID{+bM(_p)Ikk>zQ(u;DDBB?*IDZI|l+ct!Hl?4&ZF6O=Z(CZ5ZwzbP zVgVo@k^cnGJ@5^Sj1{yglp8W|<9k#K7PSpPt>>IU+2xQn<@Y-iG2NTgxU_GCbCT-| zPQrROS$3^Te3Ou-x^&$y1>5;9CbVn#t?v*&f8BrlxXfjCtPo`--USSzKa)f-5JptW z^m}IVDpPxy``2_tO8Y?|P!}6|J~{H_`*T+T-5aa!F$f_=h;$Q32UPa1r(|K+8N z$Y!ff5p94Zn?P7^s{_0|$)&urC9b-q{O!LgLvh=9SNe*Y3TNWSaF>@-oK@kchKH)S z+yBPaiN)bl+frMFopFlTOupYKe70n?ySfMoW=w@b$(Vglq(45qlU=P94NRCk6+J~e zp>uRb5p4N-Vo0wS6%Pmliq@B|Uv^`d#vn!VgCN!q!hYc5P?WV^$t831mm@5dZJSc$ zk&F#qGL7yfk4h5SHwOZb8$pQ|pwOG1$jnf@YeGg{>S_c|gdF}F#{GcLNiT_|w7i)x z_pof)Ok@fQKgj8PyM23``-SH)`ixUyQMr^tXYO_e#$z&J{hboBmYpvHV}FlHCjj_U z_H-!|9)h1oiWPK|4Mq|P+Itdc&md^%cUaBVfYISZGS9zX*!}k@UV#Z0=GhjdU7yan z!KHaXJlHL^IuS{Htwj3Ooz)DHJ3-JM*YquRL|WQ<<87j*xZGy+02e^$zj(zr-mrof zd&0y1eotD!ay3<|_VB=_Zx|z#^iblf`3LgfU^C&f%1lU=Sv^PI3yRN~)4{p%L-|dW zld(w#jmu|anH{U5>(4g(nT&T>EV~DX9N*;O_6JIP@GL@OjPzt)s{#M`hRV#?}Hq?O?t6QEq^865{&qJAe zM#v)~?piv*|KBozopPD8nmrRCLdMOP*(*MyPSS#L*qy<2IaHvAQ3ZQCzq|3vLhIzf zj+j|tbz`5DBkmF&w+R49kULGZDgCh%KR>NTYrjSL%y=PpEA>b3UvINI^KsgBhl&1$ z514n@Q|ZOE8Z?uw$i?rW#Wjk@+8Y+_|H60Pw?S~sFI#dSfF)_V7NccAzPRGf?F>y_ zq0GJ=JL9J6utns1R9LU%<3JAb?)J1e(kaXR|uZpG$SLcw~z%1 z1K5wGk1YbGUElITXmfx-eN2jB{j_*N6t`BxjDjsI?;0dPM6m@b8qzHQ-20$fz6%`~ zPM$?Edz-<#+$*+BFtrRV^Lp=1m35#*tR!s?vQI-gXu({)HR^-cQ$jFG-TujhFeyEl zk>?$EVvFjp*n4Y;z$q@-SnbugOS{ao*+jXaoU5OAiciQcftlOEgwDDPd7C3N?kw8h zJtQG{t2;bz4d#G&!*CZrM4irthCTBlBk{x?Sm$(Y;+L!C4j?eKa9Q8zUTnn1K+IGH zfB~not5HEI)g)G9SvlU1RPswH#V>Dr#UjJ?BA1V%Y7%7ry_1BbQ^i!}KNo4xho4wV zAx38*^A5-arn83iXbo*Ms$mUg(NzgEbT*!P#L(w60@>T4aL-Le{LL-kWvy61nmJaQ zw&oD)VqmF>Jl>o(K*Uni2#gllb??s>=a9vqWE_Z3VoHI;Tgpbud>DqS~RAAKX|>`pvl^ohu@#eb?4 z!T}+3P79aRV@b~v6k(SqWAIuyA)Jj|y5_AxLyLkRdxSR{%ec>q|r@3Z$mDDO@!;QzfXrTA-rkl&8?Ma+m$a`xo(`E@%_;V zllB`KLf^#^-1RNXxXY`29~NK4QbkS|NZv3Ds$)m`0X+VD0q2`-)nZu4VHhYmkAfh0 zbzyiCC3&!BZj=3;t4d^B>24P+p6z53q<`p#i8yBaUg+LO{5ngJo@fg!`r7DB@RktP zCi!pazL$u0?!3)E`KESH+Bh6POi9}rZsc|m*3<6|-@uO2GLUtx{o_3yMt(QQM;B1F zu<%3n+1IM2-p{-!Q(G}1*t+O=T>j5<+dSF8R}BW_<^8$&>;x>C=|6O^Odn<-@YP$I zQoC$EUv{Rp##n~~j{B~;6$M15VyjMyw{O|7da=C0*S$_Bg$;Rn6^3q*OKFk{R;5hF zmhwE?ipD?NKFJ6S3CyNB0Hd^j|6v0&jS_#6M&A7#0QmE{GpCVVC6!vMZcF_j2;}rf z_nkymj;!`Sj-m_^fCJy0%uQseBpVb5D~`{Rh9ib3{ndzU_IJI&QDFq9!ksydCW z2M`t9V(yywNHAKJ&jOage-{*<&%r_);GI$7^|TdI?By_vUjuE>LIC(5#~-CkZ1ZZd zTOgq%_psw>ve3Z(S~#Kph&Qa2_wKDZORHqH>g39&!Ij6kVDKo>Z4Xf(*e4oVKp5;zVHUR3}P z!F0AR`rh_j|1S>EvVT5wM76VWWfI!6R}B|^TJ&SVychyA97q*cMgq{>M2>dMC2b?u z0lHTj-}Ut$&LvGs6727beAiAaW=Fs-4yCONwDI%E4JxzTGlGb zbCH1Gh^xV?vXM8uj%%cu463htd^rGhT>zb{^d`|J5#kT=4;W3 zsM4sZ8s7sow2_tlpU<*B9hIMbjO4~hAH-8(^4uSpR1+BF&(8BCnP*g)6Gw+@tV?3x zwwT7Dft!utH4!L<&k4<4#&F{*NBkHJr*8+!&lcU^WX$ly0e zK@l=_n9Y>@oS@I;@ZNBR?Ry2?iVx|yzslUXb%#>BsJYRk0txq1)&~WH{!nZ&25b6J zcNgTc2GzRRH`h6N*nX~}`y>ocHPMa7?Q%iqFx_9JMpjNH%MFY3M6P+w5G=!8 z8J4HXYmrzEN8?}Mrn-h9@wrJi;ulF|c6)wy9+E@4qzo7j2U|}Sd`d!12_`R^6Lg8H zNVOYrsR^m>HDW1@PXG*s_sy^J&er_7sbHc#IOb=Z<#eYHvy9C=QRb2+P-KIj$8>`R z@Ju~s<v*PXFYojh{{*naQAY9`<~|>%bMd(ejW=bq9RQ|qN>J%8pJi!W z#+2A|hYv~}Rs-X!wB=SjS(P7-J%j-M^U_bf+C)o~F<1gWeVIG#d96)${@ML8!E@pE zwdV%bvDz2MYEvKlWgDT>4hMrJwaj8SK3BHjQr$sdI?-=_GniMp0)RhJ(CtSncdil6 zad@U7(%UEe$7*~nHyXKRsICa9slm&@l z&~z?l4_p$I_S<$7$16ft*nr>le_z*29&y|Qj0J*Ezj}H>}2t_e;5g4U`3THe5L7qdm zzi#C^R6~y^?EF2{wQAvouv3>-ocv#Dc|U+PBf^g+DOaCWraw)w^^Tq$egnfIyMQJo zXTM%{t)H8BD7?XbA}lOOHhWzSQ6Bs!byOy=xpEhI6Yg<5dk5y6Wf&yqv2AzKv3~6z z!Cdfd*DHy)xjxNdni18c(5TN9NuuK57vBK+=gzUW54(JRdoK%(Sv1!es`}P^*RLpw zVm;Q&H2UtyJV1VK_GUBH&HyS`7mC_oDz?hl(8#NzQJP{vyaUK!5LnzXYK_Lw!S@4k zK@^3XS?Wz^&0yPsu=9mL3Ay=vfyR>6qiR3>T?5;$EK>IgL?>YzINn386cA;(lzijUn!?n_qtW`^a z!LDMeufQfxI=6IkS=O8xOJQGF0GFHG0XVakk6DrY;2aV!26#%(yt~_D5>iLUWjVf# zR`Dc|!q{UxD^^SZdmBDCxqDLS<#)}3d6PTmN5SouL=@MI4#Ns^&U78F$q>ZrD|Lo# zT=*IiVZ>V{lVMT8uLb>tN<*zOu|A;sGV+nP3_%lZ*qRf`(^g{jvp)^Zpb4^vg{-z& z;#%A<^}nTytI~2#UvjWyBOdGMxA)!t%#cPh8+~np&}(Q6hTuv2#H~2mbx;-KWYcU; z95+A#FMejt%Ut~$(DLohup~pwwo_g!RTU2nz{xB|@Av4(dW6TaYCn*}`3Yh^Qx=!i zJRq1(@bUT56*fz-J*_*y7(X@j%Wrcaj&qLz7~dXW^LQZv6GWJymnMyj``JZzH{{Re zfLYuaH17EGzKF+#&yMLfXW+Bo=jJ?+jCQu6`=W&e9OwFBa-r&+`J9OI_Dxza2;2*THB1HxBW%g~ zPA|faQ-_@eu2mJkDoNg0h7w3~!!IM|DSxIE4<$7!PkS*NE}C|i3jC*CMD!N|_r#X> zHq=8?(K?s4rjb4%cTp^mAbG9QDuN;g+6sy9VWg3(OWHJO3pb zJ)!rNwbqgIImm9eH!5{74?-VQ`sVRvJ?p%YTlK3sx2a97y+b0(Q)_&Ek9a!~u?i>9 ztd;q1*pQwpd~&3^`LI669mFbSpFKzzNf;W{p0h~uIx19&*KmmyrjiK|y8AVuxbdYu zu_;f_M9pFApi+uxR*?N%X#{ z-w`NH!sn}91Dy3kF%sS&yZ5i0iUyzku~udy;vJu>4(D3}9hp=f|9mXCh;ppI;8I4H z8R;JaW%rPr0Kpw%2pV9Oft_(mK3yc)3@`O{$f_q-9&zD7dU4EIwoZ20eY1c(YLitJ zMx{;Q9^c%C)_+sDz%(51E5fw2C*wgr#zJy4Iq<`ER0~aMNRKkn6~ke2fu}Y6RyDf- znz=t9{#%dWl06#92_S&>guG_*?AqLxre?I>T=?~Z@2-^#KpiS!Khumm(`nyIvb&sH zDXpE;wYjIO2p3gtO_6m9*Ja0ui4sUC??k~|hbqx&%gDY@ZloEYghL)<-n{k|4uL@x zS@V|@`F(V9-5?@+MsaZK@JqBEI~rdU;iOK~fBIl9oJlPyGIT;kK+bL#)&+0RCq12g zYa~;wyuJ=?HsMk$ss<>j7&YYhQfr3`FmhtWQ7T`Bwokkms>JoJ836I$8Gw{U_)sd; zX(gGaK9l87X*$%Z)fp#5jVfQ0ZmQd6i=QfN!H zTq@8krU8qc%bJ0sw%#Ri7a~yjdOR?m2m2-QsEBAmD#T&E5dJXt_)~zYd1$yn1Xu#J zkCe44NpE%mDJ3OYN?Gc(iG5SgO_%?-0u!m z8~jj1^M9r8GT*Ap(K~dQzmo9 z{$`D^c13tCH_D+!K(8$s^u*g|D{E;uCGIMLtsUk?jsQ!E4m+2upH~^_YAH$Ywp^ND z5;O0jiBXaYxGm^!b1xcyP~8N~QD3}*6xm^^eJ7Jcr9SFdc>!0l*2eGsdur2;gbo!* zWB=MUc)r^!@@%!B+>5&yb~i*ZHR4!vX_qYqVd=@80(4xK3InR;Rad`hat@F)m&fU@ zmE>YU{o1)M3Zb0I9Lt&lmh5gKJ$r%^$#Nv=j6jIQByjCkoYYcuW z6MSd$U9jshT9y;!*BYE)TJ2d>xd}eZ-YQaT27Ly|!{<#6R$hjY-9t(cD@hPDCR)aC z%)WcDJC2RWA`F}@5n8_~0dA_;)oC^auS>xTB5tMHRo?N+mkR?^$GZ>nYz})p;rX~8 zr=?SuNxWLV`81=9$JVL^MjE7xoH*01oGo~e+oc#Wa0fwGai6g&Fy~aJ;lGBB?CCMq zDtUk;CZSHsJY{lKVek_`l6H%U7eP*Uy(eVF@gc#)Mo<8&x>-j=9YXTLtZo_(DXQ)< zZIj}9u-X6Es|oMaB6(XK*Af!`vKwwdKnEIcy>oR@x~A1JZLF88R~oB{rlXs;x!TdU z$_ADQh9E5#)o)+4;fbJYYj@uF+|G*7m0ULJ`Vh0VHR~dyR_Ty_6ej|uvhZma#h#MB zgX`-j1AtsuQ*qKqgD2=*C0OVo0x?VPX=Hdz$&v)72h}4Q4Fu>m%{JJVLu!8%TQRz$ z`CD%z_3TR-Qlqerqbp6V@!w=@+)l6kR?gDN?eEJ1Xsg0u#Kj0e_aAlTUF;+4urNTS zKtP!ltcMm4!2I>v0*z%@T60$*W9&E<%A&&)g|VJ#zW}Qs_wK~9`@0=3!<669=z!ZV z1&-N6@hZHxfTRf8%mVq+SipysG+#jC~4 zFFpUk&2=RH4EWTFMud&B$SV&YUc)k-Bq?cxl#BeJvUIt{AUOA%Dcp!Tg;1M#zs4sO zX>ptw#G`=g`C#efL69|$h*=pHevrvf$T2uZz&E078A#jEgc_8ROS0M>CN;{5is*e+ zQAU^!s|IDQ1bf$+>o~9a;sHyqA-CFbcKdPR+YZ%!+=}CYP}3d19nnd>);wL#o>i2J zMLT=TB6BI=WKq82B7Sw?aik6M4BI%iG%sB3VsYBuiK7ZpmbjHtDuob?mn(b&@KJdD zI1j?u{Na7nd01}oHvkGgP;eXwU^ zL1t{&-TgCmUw!(3j$lId9%Akn#|+@3ri=&P9%Xw8!*oyP zFB4=YbAec&?90%?OvYa@TAWvbP1*ss8l8a|YyG$~4rn>wcn$3c1#+~O%A%)V{2l*V z>xzrG9_5h038+JN6EGzRBK=5upwa!N)7ZvPEZ^V&5~~;7nY_b;aJ9`Du=W@~mj<29k!_{n8|c)@p#Psb z>mfe$fR8=tAM$_aF9Ie6?{4Cugwv7!g1j?U?{!#1B>%8>?;h{1-V9?X^;q?2@7BbY zyiOs;34xJAK2l(W2h1qcW*8x(DMCs~nR!v>As%u|tkU24lObBrC12gF0gFb_{;>~- zS)~J;G19KSGb8_E-D%#k<#oM#?a$dv#gzpo96jI%S*sW5oKMr7ZG;#R6J`nEwrphD@F{KfIBsA?UVg1IEuj)Eguq}TxJ1!AQ1a3aKpY`1uc3Kh53i9F;hmiXxJx7qr};naUq^NztTvj$)}Y1J`gtSb zK1`dOY+o`QL?4+&d?v^2Xjhi$1RcMv2`p-iNlMUJvgU>uV;S-*#v} z8C02g%@|pQ-C>=%g)rwf!&T9xk-EFoYZkPA_qHTc2!Ajsl7m%)pn5mr0kkU7IEQwqy*+^jM!?>D3l#0K#Cf zb83?fi~MSgr7y5Y_FC~A5BTQUF<@VV&DNPv)$NW7VeIhUHPHz2 z{!md@JXjSC2gHvzO-?(jRZ?7xd$(fkXCE7oCr~`&Yma?YcGp_vtn_QEC-pGK7hmee zkkD06RG;?}BO0(gcTOWk{~Y_bhG zGW1C){ps`0WVD%SVY-8HXsc*+#+6NHogjF0US&{EyG#i4-60jvsc%t-+6SIRFu;6y zF}$DW!7qa`U&A|r;BpRMo_oa2?PX>ap816Lzx%TcG5Yyq-1P?paXfn`7MUu`c!~xp zO!W3>)m5o};VI5bp_IThNbc_9Nobj)fS%RPa)LRcdMou$9nqX2d7}x9y6o;&1+U8o zN|Sv!Qf>itREI<-N2oehOdEAu54i$;+EtceA(;BRL#?ZQC1X|jc)0m4gpae%(&i8u z@gxWLV+)&<8E@{en5-jk~+SD+67My}A@cvqFtemEQs$ zFv{y{uPxUf?gAg_vHff*G((LKFnx&4y6M+q=+{@wl*U;fdrtr~kH?NcFLCjLoA%)2 zS*)p;jaRG&c8;|suDj11;03iQpw>iiNs_=_cJVrGZACjNeg2-y5)Cb1d-AH^kc$52 zJA*tYZKyF^4VoPfdwU3RW_O_COa96mHK2|twJ-euSb_Hd7e=G_2Fgd7{y}bRNbDaG zKOZ$)%HltzUAmR!mz}p>NM}Dx#iHVsyNSpPV5^QhjAM}Qk!mMeo=ikk69TKz;>f?w z13tD`WibKuy31tWcG9y12wQZV8ECUcU(I0)p4e{w6DhA4IKEL<{rCJOzT+|2Nd-qXOEQ=%w(Y#4kT3;&I5`vKt= z7HXg{{#SSxy~8Ti`wK%uwUbs)n`cB_f|P*xJ8X|*lfIWlo9<iD8v^9I6w$}kp?_vw?S5CvW?6a; z-zwdPZJ5mP2sK?CDJe%Cw2Chr`9SLs1`r{oB(1#=EI>s~cq@eI6H6jU?)+ljfJ(!( zD2)!}Yv^HOq6)~-K1PmIOFYq!75I8oI!9`_tM!-BPe9Isk5i6q^ADcbn{l{pYBaGr z59zuSjvT@&PkLF~I7o=3wTd4g)<)es4NXlPgan?$J7-f1%t9WEq# z45NIKiRz&rhBBes(ez)`c7K78$og^`(Z=AOg zi#2>wy!(af50!c?f$Biu`Ak55r|q_8_^PYA_~l-8x4 zqZEpsO2l&?-Zh>Ur@Sn8&(9rlORtVO(&?}>t@^c-ta9juV~ao9Jx>m-a?#RIH!ibP zNw8x(Muv$S%+04=M_ci-b9X3d7T5GFyUs!r&oT%9@0u#H$MY+xgetNtonKp~=jO=h z2@Pcs+};*|fvp5uIdk=|k>SsCuEeZTTUY4wRtHR2C3{ zrS153nZi%f&+lHDi;^m5Dqo~S-i~0U5CMhxi~9Ka%lu(vQDBVzNZ9j0Xs#eDF?ksT zw;@ri>cTzVcz>4A-m*)r{UiC|p+lNKX_%pg2RsL9n!V&6|5B>Z!pvbsAWXols?cGC ztr8m8ZVVfYi%qlJEUO+OHb@ikG_RgPnGirFK9 zb?UsfH|HNl`lMchX%rRoaH#N{Ac$oo>^S5d%+E`jwjzol(K>!(Cmn5CHoF;8BzoH0 z0jBg}55BYt7O&2ALu!9^vPz~yz>53zv1rrr-XF>URQZsw2_@K(2t$v78)A9DBpF=r zq05NUOp`E$_iE!hXC^Xy$NCmb9T`An>TP!ACj1Fb8PaPIL4euox$VNy$`L4!k#(AH zBVpu(@qwgtx4qZVSa};eFxuZRulakn)KorW9kQF{gZq}Az}INH!ObL;W;TFlCb{9* zZ0eYv7YPnNu5Cwa5Wx_^;;o16N&d>le9XD@I@9`(Ba=4;xSmN(4u_7qFU+wo;)N>~ z{Ei&h9g`bgeVD}w%L@o<>X|6yGQOhaVF5)0ItI^km)M_)qe%6B=p|Yft%a@)O-Xw~W)O8;?yQhdzUow9RU1X0Z+g#i7eK+6@<>PQVQ|RtL$Hq zWkk3+53v1`R5*Q{(TO@XN(N7iq^XGq+Ji7J&~%LYlk@c{LfH4TT@}Tn_0hNbHJ_P;%BWy9t?OaYl4+ z)P2a8{K&%UXELEmC92{v09xBq3(u!1XtID&D?LJ2it^e?wH}yLYtH?9@D+RCRp=`7 zzGowhq_c$N(5;CT!@ZWlUMIe|!2k@-HbM4&#O4~Ag_`{!dGZ@MSrOUyDRMlUqQvwG zCL}~OR{~n)Bmwu{`rI0S<4pogRyvkXF--=E(V#h2$;xSW?v}h1v%N81ui>7c5CGzI zNpd8XwUce_r+zh6|1^a@&R!oYrte51?#k9g?f>o1XEkjtL4Z}@64uP6oUaRsQn8+3 zffIo}g2&=dlFax>dgtvGUbPjiI+53v41XxNen67x{5u7JdxIe#SwR$B5lYW!0Rw80 zm|59R2nt(OS=gtoxkIpmBcQ(IY&wIju5s?0*j82Cj^_Cs2E`&Uv_B$QdBJR$=tUF^ z%Kh}U^?N)}5NQ|}W^ZL*RJCX@B*mWpFIKumW7-sEwCx{?!9YHj{l2^&%!oT77^C&X z!r(1q2jNP_Im&+o;~;aj!~j=(^Y~&O^@P+CvJgSJd4TM8tn~udoMzs7c1y-Wb%!ay z3*uEp8fo%=r7jO&`}dx%xzA}j5))y7M(+@sS$ggi<<;{9t(N^bH5vA;z=&1pdO~8y)MfCq-DHd zh;0;8J6XPF1V8_HUCfq$1Q~=LGlY=hW;s&#A`)T%pAWHT4_XFYt0C6irW7kwO<6k~> z(_`-}9l@&E>?u{zjC+fC9)wQEv@YXQXB+@U&%oJ)NZfrltuRgGx3ck+0~0=&&UP<4 zB)c%fsDtU(8q?%08yJE01!t!=4WJVgqOUL`FgF~&EYAC2-3@#^I|D+Iag4Al!9($JxRp~4vtZ^9 zgtln;=R-p%xuFas1{{|VDnC+mg(VpTpg)kQ@*Iwvla}W?AmDy=NRBD^1z-;ZktWDD zkVQDFC*lH;xfwCj+Ngs9HNp)05SQeDC2T0OL!A_gBSSzw{;lPou zMmu86>29|6!*i|m!3DOHDb&wc)ks{RvFW+!ow1EJr z$_)lCZQ7)}S(Q%#qVq+N?f(#Kk~?|39v}S?@eH6Z@{q6U#wvyEs^g@9jF#K`$={f3 zAy{DSD5FsPCO&0+eyfV(^+}GkhCfvIfm||VA~MiHPqPcQ8hf!hrQ_D&`_U6Sq~*gq z6zG(Tm8>_seAI1A*JJv9Cvr@3s~k*0s@)-2^;Pb~S{PG2h3(+`HP7ndPdKqv6KYiB zph$5i*t=6xSmpB=VmR8s$4r5+soK$Nr$r`42Iia(+@}Nrk$2U{KjYa4;39aw^?&d> zsFEPG35oO2g>n_lLUIDK@|;Rg0$?2B(YUr_S0PS`yaP7fAFf;ZF$}pprlLj3p;Je? zdwK5<94|{k$ejAO?U~7Bkv}Jv=K~2Jq%Tm5y09t9Lh3GyS3%Pxi8V|hp>ENF`iwAp zJc?KIr;SJfFft|{Sc`pm_7*An#%qp3OUnphkw4x2@glxsxaF(XZR{&f z6WmoX+g?43w*JlRH?vRN**(2IP!xT1IO z+j%sy=P8QrDkKj+7iYSEW%M=-5imcMbZFaHXZQq3ak+eLz(?vdx`lqSA26xq@&q?g zrNcs>*I!KQg-?ur3Jbwyh-j2Nd2_D*&2wxQ0vv6w zDw&YtH*XZPN%zSJ=2ucm*-uLKwol(3gcY^T10|z_(K*%ze=oMm$qznW!lzJkjCdZ+ zZJE|bl&;OtBVr?8R->I@ByOxh$zH3=O_&l*S{3eyN}Ip1Zqw$1{TFBH)6B;X`rPQ( zTa@B{0hyrLnxWO|b_I*)E;X>Au&LA|Mr;>+g3T6v$=jS>e`83kIe6I)2JZ|XqyQj7 z5X+GqR&Z?7TDE(Yy7=z9!Fa~y1?~ugV$yLP`s)hGib)m?BR;@{W!RVT0Q~e?`_vGm z(uVzmXdJX{otR!Qg;vnGE2OuQm)SB7GfI?~DuwZ>-9!!3$6ePPL1F?8fW7 zVm$e9(YkE>Gr(n|8TA;NMg3r?o{Arq>%B_~m0%2AsrVGJ3vmvwf7Li(p5q0rgJV&PtSSQAX_=74A=iFS7mlS`C+0 zVTKFl29vgw9-wX|x_Ek#8Mn3E5kZ5D#9`+_*{SMl=Wn7|!2q@?^ozi2a?{IM|#Y-hfDLJ$>pdL5j>_-~SB&cvQfafvks*BSg|M0fK6+H5W zuA0zp?g|k}{`?+pR=mjhf*T}54tpNrEC_cZ5}W03SdUPYUPot+aadC-J8Fpc&pf%y}UuHv`uBwcP^m zm|>>}WK0Q#I<3r<#@zn+Po=q$4|&i#{`}&|O(i#D}sd z1GIB}QlJMr15to34k_n6!uLGRx&HutEnJ9FQzzZSO!>rEFR*D27EA8V3?dH(ZL7x< zvr}NBbFY~YJ4N|pVy2|H=RAO6*S~Igyk-RC7$1B$$2=W3BeJmuc@3C=GiVN4!vCSX zc3#z6hh0p&{lyRnSWaI$?_~SHNob1$$k+WYhw5ezvvj*?tcFQ|$Jic#l7xHJ%f-uv?5D1!8$=CAL&xAH-ufYu z;Ov$9^u&1Vee+F&IxC#fNnPHKLeZcNQI|`do0A<+{YjzO+2_=(0i^RMj}<2CKjF?U z%n5>IMB869KO%f%L;~!9l6^Y{`r^aMkQH5LF3%1tDW0BeQEOuY6+$<8lLS`&Ci|2vJ|=Hj8`F47ZYdm$c>)s9!#k?%TrV z3Y##jj1-0OW(NobH|uYW6d%U^eNi->UNJ1`_7hEmfK9peinwdNMQYgjS1XT*&@n;A z=Y^_3Z?L|Mc>~~%gE&iPBU}RxEiJm|qc193a!=a)nBxHRX*@^&>29RuGTS0{=RM>f z<5Md%5SH8*X_5nCzF;n!yLrhu9Bw~$-94LwYkz|M zPp-1*64J*s{7e>P!#MSGeL#l^-Vd909!_7#i#ls|G>V&8|Jd8~$Bb3E$+;W_d$M50 z9fV0%^&|{tYl>6=FnPu>b)bM5{6JNs4O@=b{K2hKN=&`+tV|q<+;gIwwFou=C9%rU zSLXwnn}k4) zf6n3HzDOIC#-=$hvge;CyLy;xzy~w&NMl$PL4Pc|Sd`u!% zesp$tTrQ}o`)GRKzNq(o!~}LAQUA3=b5cJ* zGzD-it}zXJ(7wa3TBSQn2leA?tJ(R%MXN-*Qn}I9VUzefA@KXB8A}ff{kYOEFIdCO7-Q?QPX^j zrxdS+%i>UB^yb~q6@Jm%{^i3%WkJAu`&(I!Dub{eZ z@vRemG@0wI&JY`6DvSp{i8gAVy{297=>Ch2Ullre5BY#nYb_wzPlxf(;UYS&<+!lQ zH$_u!e*q5+^vaa?i}O9yk>#wyysM&~dh2y-2S!$UY3W>0YIFD0BM`iqZw1>l??C@QkMKwXrH6E)0e;R%Lu?M>?jbg7=$lDhln4u`)_g> z(wLy&)QHF$Z>VQ}TCs-MVrf`x7IjgDR@t)HX7!cp?i0(WVd!*_5^*1a#gxN7a7fKz zqx3T+CjTqccye+XWcnXjBO9Gee+w~7>92L^gdB8WJz_SQsw2=utGNY~?-(n$o%;BZ zA0Y#1)}@-)#@kk=wQks({`eR9bCcHcE|St;S)*Aqn|c!AMv1e1*lcDyTmGO@-H9uH zM?Yh{`N4fF$*B$}rXKyE2Q73{VSX-3LIt0J@R|ZAwyQ(_;uvcq?#s~6${JOIDqtv` z>jL6f<{HBV2G!XqVWm>iUiQlYaO{?|VXfGrRyTu6Z?*jR$TOgvpbb$bHAZE4$Awd(xuQVc9Ys;+W9)7| zpLYcmfm%s^$lT0tI@ug#H$L4Oilz^N=EFrItz|5&kYqA1wbE`Ge|nwu9A&>6Q#HjRRp2M>dm@W@JfCw<2r`<% zQRnYyUs+WNc1!#xY;QCuTw_S=SFK*R6hjY?l&-4E9}f;(7?PRzb3Je}HzUa|WqDxZ&S5)#Yh3gZeBO$1yCLYA#f&hy~t_G8~DnLn~e z))sJsbFc~aKNO~)+3+2v0U=eMB_($*?~C(=7LE&kuPuR%{V2EZt`@MJ#F)4vhj_sR zFL11|>j)Q;5yZMJq&$`HTpfW@DgS`KCx^Usl`fge4pl6ikLxdBX6q~5TuEU{$xS!I zeRr1^{E<3U>79^hBVz+}B5|-%^Ly0E!-4TWHw!t~1`(44C=eH9mWL@ztme8rK-_{Z z=XNYWMLSJnT1GiKds{=3jB|5AK&JGGU6speIEVwiF+Lg6C4n&jO+d20p$6>1rxDhy zwTSd)b@KxE-HiM~cMCvY;q3;48uEm>yXYQd{PHly>{5rE5U-#k5~Ak-m}xK_NSaYy z%Y@M3gyG~qFnw)MG{{6iP)rFg^tvF|Vxn7;%(if`(DFLT3+rP76ye56-^Eqs@WEZQ zBK}GnnDRMc_u@7Ya`Xp@%PH7(O=8``8XI-%*%o)j`%>Tzu;gixgw**kZuTu2T_D%6 zL5FS<{a}^kVvc;)xO6T#B~hYSLD26>7hsQF(pN{3eJK=)k!(U4vY^)Qjyt;P&jy-FRe6FQa}7&-m* zjenAr?mTr)I)*PlBpVM&fQWS*!vYj@4r}hp87ZwuQ!Ii8BwM&TJYW8trN8A<07)6+ z9C4j-Es0tRCCZ-G0=2WTROoa`^1hkc05>e#+ouboh)o5iP(eC`afce6?AuF(mdoYq zE-=>48&Q2)HYUBx&tjS`Nq@{WXTlPx12b@8;inCJ97&p=WoP!%%fkJLC)}x!)`I!r z_Ytll$F7lU4@h5cPl~;NoGrPRUa*R+LFf|~MwcD!4Id9bzA@yKi!D;5VYi`3|88%O zLM5YpASksj{Qy{j_W&#;G>?c$Y3G%XtzRaoy6Mh$o~^M2lIcTq(_}#`M=K?Mqu~RD zu;z~Wkibsot$dYWizx`{wV-N6l#{sbL-LZS<#dYkYX-l_*Kc*R52yu$o%vP;3xw$m zvi`jPES|APN(!ES-4HIYjpx60Na4&&2=mE}0G_eMF>?IPtKoX$E7aa<`csL};KsvM znkH=&NhHk7Gi)b+<`a{;VC+-wFFX44%}wH34b_F+DT=U0w_C?QGz|Ea_Zkl1cW}_eK%}s>q`pO> z`m1AO3+#0K5)%rY3V)_zC1}r0OYQHSHK$4e3PI~0npmpw#L9~rndNM_ClJV;t+1mZu-l1m$)K;Vp zx!6HepAc=tC0}H^iIS!dE{tJ;B45Yt0cJDm2<|voP-LIx<#7Pmj^KFPN(-BGP4hip zj4eG}JE3CI&M{afZWYdZ1d#9hDR^oNa}R@0mY(%-u;Gh4sM)$~2~M6Q;M2p%9L>TE z`Je@t)<2f7A5S5ujvV81!l9!NE?!Q0_le)q`%+8Q=0P%DR%nfTlE1`T7R2a>yGVA~ z1uVrnV9CeWZ)@6~^aLnvAUp_=DJUHzg@c1eaY~uv!P>n&nJI&RQ0u!MNH=3r%SQ@c zgw^RcAylBO$aTzcvzxqJDTqSPl__cpIgfD2Qp7^*GG%FwwEfFbzzl=ZeHjHJn@APILvN4I)LR7g4mX_5@2NSkHEqn#ZI~=&nGd(~1Dh)G|S=^9E@g2*03^GbM`wK`#u+^LxQ z_3xbI3{0bH=3O_M%Y5c!?~OyIm- z_T98Sk6P3+Zb@UKKWHX?MXj2dbrh^4z4>LHydf6duh9xp>j+a$e@x)0yRrQfZtg6Y z<#M8_p2{GcXRHP7-l_8-+`{7;<%T>O%z^AS5SJN-n2Sp+ACKT=qFn&!3s+b+o(GQj zvdR-G-@c;w946!gkdcpbYhNFxGqI22ivSxyu%dQf= zP>=CzL;b_U-cmoHbAlRge&R^KC~Dp5HU4ih5QTGYNmEj5OC^6{>YJ~3%r?m!iS6GJ%wb- z4wcgYxRsSHqN35>T#;e7N&uyDowE4x&vW64hDs69t#HoNZ0YgV73Y0jjftM^X*;)g zgd3)3#;a57_zVzqsA$1{$Z5u}5B*V*@BJBZ#_!N7j|;Ol%^E?+(6(JDW$=Li4|Zhw z76tnaHAUv3U1CHJ4$`2?&bEhyau|y{rinv(*-#Wa;Q+$l^qGdHg~)Fi#&c@6FuJh7 zf}LkV_&Lg(-E=%o1dCyg@xG=Dh>;|JdjhPLll|FUxlw>-#D;_c-C&>*2y2YS_k^l< zfQjWeYGHx+et!k&dojT`o$Sx_($c*HI4-`!vXCgvX?6~;M%+FoGFlVnuk7j^=Csq{0`QUH?W*-0V5-xb7zz;#Q6X(N*~ca8i=}zb|zC0WKGIhG1=5 zOgJcmbY`%Woo)JO7TzHZHMqx%nET{}+f{jBsjM90=n3Q^X=2~l(o$b$m@;(QAB^uWdf$d*(YZmKG`88$lvm2#Q&*7$z+$(|60_kD&TGKW z;Q}PU=PCpauX#4KrbKTy-rq?jbBFNq{+E9UE8~*cS7EIaO!gQv**8(UG?ue7q~iE8WI0Z`8CD?wAO9vzPVgT zMKn7-HDnwtIOO^<-0Jg-IsN@(mGne{3m1umuItf;!pVwXc+dcjZ zFtQ`qmFf1`k*8*HFcSuJp*gR<5fxpEJusB~V=o8dl*EFhG_};HuMyVb%S=2V`0C02 z0u2EbxHFbKna=S1m>(1bKw!1HIcNwuh%MDM5j~u=I>mF&!~vJ(uR$I>q z!Qr^&sS55hrmIbOX%ujBfY4y7aTSf!IL|BQ+Xlv=)&arhN|MyMmdT2gP8yG7H#tIt z{>1fWz3;u>P^bEE+3V8k#m3K|Pak?-IL0<`kN-uBQyq*m0yL3$WI>aj|Jr6Q+A~~* zDI*m`EwJYryBhCk)?W0$A?7!ROnTiTM`}if;n^;-znCRH?7gIfIec{7iq^_nvt$H#@z`cL9=9H;v#z2jr#7Ravw{!Boh zcm$UGC|nP<;{z2BI9?0=&41Ao>bix%&p_mu^R8pPq7s>?#h3^@_>WD%DI{6fx>AmQ zLVQ($sF=cJP3VELM`(2!AKlZ|9>bqvQ;ZC?RqG!RnSoShK-9Ut|KS7jX66=9pM;sb z@alZJ*;9N?8v!VzD%RSSEQKpR4iMUEit1An-)=5&BU@AX-I=o*RDYc2WG&D&3M1u; zYZVsa6x)~vi7hd&eQGX{KE@`nzeE4sHWfS<8kE<=LTwIJG1HYHi)E*VDZ1&G9h8#| zuk7?QDN*%qU*)ud>sDMlI+RPjk^gocVZS4@*5e#OkCp8FU42vtEn{nev{brKOeURMb1-n2a82L^-DZwEYfPw?NlMrk!oSVepH#I>Oo&8 zcacL#!|4rIcV5;y#Jc&8$l}i>}dUmK#0_4OR*$<`hF;)Jj zef0~CPCkzINkO`7Zmhk--OQy4sJ%=g$$e|}0sm6$n(Tj0itU^}{Y(ZZpO^Rf*ahdQeg7N|@f&ArR?_7FoRTtk;CU4ACXBD0(7@ET8Ns4q0Dc&)d0_ns)c2+Us>UJMu{L z;G0Ji?a8R&(2+=BF{m6u8g0WBo4+Tnly9FwOIDoC=OPDjC+2ujAL_w-C^vv0x z%9gF6Ny(d_GjCwFI6dkxnfXFy2JF9(*|dJ+H?c}xBEVFddPxV{SRVFB!f1I+ttb*e zl!`-PFu|zLH!6~+xlY@`BgpD8zawT=_M&!q2eBmsY@rDLrR!;#wCn}p@$o;@kb!P@ z0&7_mZh>uAN-il8v(~Z9XbRY-=%_`sVhp_58V6~&j6g9e8>t>dXEe!fx}?ujWlEST zQyYiGsUe)}Hyx4jD*b>f$7D0B-9I%nMG9xD##Ve+Vk>AtP%v`js>W%@<5_w6ntl2d zQ+*qEbXze@C9cP}lXS(giO<#2V01QL3P|YFyFH20i@NkMR3ZTV(HSsVMSiMg5P&_4!L4-J~3`r>bhZa5n$tOilHN7o&#XnndaaZ!O(SlEZ_X@Fwd_}bvQ zf;z-~-cs+RN%C8iXOA;JLY!E(7Hb%76vY#@S% z6iF=D@?p6=rlpHI0Xin2){tblTBP1il&?xJZA+%|W_h0hzq9lEDJ1_K42 zFo@cl2Hs#jCvyI7m9zIs>fXw}3Yp;YAFF^VN;lv@s(w?S3MCgtNFg^a`q^U%x$c1Y zu6FFj1ALiYI^n0-BQ+6)Cy@;>p$YVZE-DHqOhzws+mvKRNMYOW6ZMT{a?dkfc1uzw zu3sFJVulxL!}y+x8;Ur9g0x9@A#GKEI08~6^HulT%pJ`I=Q@`X@J@Qn&=$@cHWQsn z!t%4PfU_lAvev%Qu-jLz-Q))+Rq+`9!#R134#Ltn@3yZb*-{JrE$PFziSDy3S!YAj zZXs{>jvFed51LU&bkjD|hj#e}-q%J64`KxaYaabL^&PfZgUA#yMv&L$U`Wic*%id6 zP|x_oeHU662Q&F^eIv6O-z@_MpS9Tq=GANOmD+fD>v-srN#s3#eQyoA!wJpJB!-ku zA(+S7Ea^66ceu0s%`+~z!2~#+f)Lu8>bb~vG6m@58{j|MUL=oZa7}LOa5gNOuV*wU z3X1xIz^9J={-2_ge-aH zc;cUcziQY#gKt(7shEGmkKG=>URyXm86LP>v*nJ&Z<97`Gv3t3(ZM;pb!f~g(4vrd%pO42m;zfu@)W^1Tm=L6z4E@#5O$e?TX{QUNXuyTahmE zPa}YvC~i_n@!+90SI%pH7MB!=5j&)@*TTH71yIVJ!z1K?DZqdcXWJvhn}f7$*1)z8 zFY=&j;Gp`ta0#W&$zY2HG=f`Ks7g-|SD5)%pqL%^U8ygbv8l5^0v~l0^{(Mx`nv~1 zXhzt%F#O>}C&}0%D*T$p-VeHz3dH*93n9C)opJ2HQrR&xX{ z)d^Vheboez`2KC+anRa924$usmLo;m0*LT0y0PDAZ2)D>E~T5ZpEZ67?BT;+o~y;C zEBWXG_6LnqD~7ph+)pKoIH~~jSt>$g1cM)`zXdm5`ICDi4;*}J4xSE^K@tKOf=Z^L z$|M;*1+qg8l=8OjS{BWR52#L5COq>A#~#=hml+a52fa!yOrA8~K=#oc1qcJxauS1J zG{ZD|jPJpGQI^8(aqB#i%_lad4iOJnADg9&x}M+>Df`lSc2-q##y13Qn~5p4b3;t_ zZ6s~gN;Fr(k`}IYDVNZlo0l5{nn zBd#PE)te^7fsa9s0?~?mmoU_vjRT$QQ6I&Mw zv8Ts2kWupIPvYTNSq%&(d90{sHOS|+up)tX%921NG&(3n^TY3WLWER>PGpa^4bZBp+rf{LZGL3pd-w z!q@D?Bq$mZY{16MG4QI!<*YwCp`4GqMCc6%xaw^=(`232ra4wxb=eew@H6U@SeAo> z5DemlrhOMWMKd!-Rhi#)34{! zZ3a~J(>a2P4I$!NbE8{ zl=pynLK5;OJrf)I)j+8)+ZnI0)3^Or@@xkBL_EIg(B#>ZMk5!b|KvOU=32;}ap{Qz z%qPSfCNQtYvm+)F0gw`j(*lzZhpQ8xc502;)-$U5BV8;l`C@r4xM@q82xnI!^-1?D zwKum(hVdgQYz=Pz^b3DNf4^t-)}~L_wayy_?q8VVjR6eYv*v6)SG(h&?s?PPV<`C# z{2vx1_AFiE=p9@83I&pbvnkd8Y-iDSlCTlkLX9K7Ayt>d#Sls$ow$-tAh6Kdq4k15d#gj^d}0!T-VC*O zEW@Y^39ncdScR2VRk$8qNV8jvEox0~V1N<{g5p5qvaKIgkI%ez<?|%TJ4AkpSqer7|Qes-}j80D0{V-kx*uNPWRW zO!~j7(os7T2~@_xzGM(Bs7~w16KNPe0<07Je@4ejN64Xc+6M7E;+Ngm;;a03+BrVj zgsBN?a>#__p?zd^i)@Pb$%5=8nT`TYnM%P03nj z?*PueFqp%|*c!rt7JcUr_M+r7#TF(|Rk#$UKzrqv%AIt)$?nG$09JbK^i zBIMd9sC_Q+vBb-nrD7QSnBD>E&L59dyj?L`s|hw96Zbn~{ziKNcHF-}}@47?e59J|Yw5Uuj{R92~~gPUS%Muci!C?zx1(;2sFqTVr`>Zf9T zI1|1Qr!cXC73!|Mz*q1y1ql!z)7hd;VxWvGQrWmT$4h6o%Swz}av}_w}{?nQ)i&T9}T}K|%Os6*jmJ-EY3B-#ixAQaNM^3T-Hap`=>NGTMZ6IU5)THHgmBpj+~U^>ms4m9amfY7 zz2%F?>qZ>qz3`~9Opk&0Nmsxv3aDd7kBp>I#4F(*LWwVz=nGHvG>}1Lf-TB23YOB? z>;P)bTz^5Pdj7Y2hSl)shdPuSRA=*`))OC>8|Xwp1nPcIBc-O(@156^+7JWDKF}-o z$T>g-UoU=9lbKccXd^I)tXbpDVbw^;`Ubewy8zArp+)T7YyPESNY|N|=*CE!%f)|< zd7#^ebs;J7j}r-DSqM+4jg`PcuZylwfI3>Sw-6J@{A|-YP)@Hf0LamcC$r_75mZMW zUJ~p#BK`g?gy?o<@Z4N9)5({Q8ruf$!K+6U54`KRIEwgJbj|)zm}}D9gWYzbiSLZ4 zQAXIyq8V8FAF$G1vFA)~lkfRri_0y|!=Pa#DJSPI7v!8A+YK7)D7oGwtLRyMU;|{3BR+NG z#@N~H?us01Hll8(H2io19qpnOp$yl@cnBRUA5jtaU=%wDPai+N-p$^YAcDJtQkezG zvm6x7yNbx4g}yjjOB?=Kkf@f_1_=tr-ULm*HEIYg#0My3%?3!PTH2Uu;|+Hk6K-FF z2FVI0KBPZcgW1jk{MNeLIPEW40?o=sTjN9i+`I7Byt0c`=^rHL*3Z;J?0ZBzgX59_ z47fUtRAHdAY(iLq(4X+~1iNr=Sds78{E_5z?qtj-yp|=(-Ya%Ml;>h^;VX}11?J;D zuHMVG*#iXvK#E>4id1tCye6W;J6DWe!2jL8Gir`%8Y)+z=K<=ei~_LeNqJ5<9~znB zICQvQb1Tk!M8!^qU3jna4(KQe_N6Bcs^U~Y@6^uzm~oPiB#Xhpn3RZDs?f=5HX3#s zz1BC*wRaYL#OaQD%x~8d^vQT8Jj@o~vp61V#@FPC1uWIu@Hb0}cX;p$d0W`(P=@wB zDOA#PjzF5oSGmiM{d@Os>a+mnw9q4L|8klXoZJ;toQmM)oeg&FErh?nelbWx>48zR zmxg{JAbu){2xy-?D6J+nN=nwOC*VSW&ckwWg>(oEVXUr57$McVrjL=Y{Q5&Th}K;= z0rzID*2a+5Nah36j91GYAxUj0)4DR%kaB!A`wnOj|lR7b# z7Z~zAbHq9)I5o#K^Lz8XIR}V`9J|`fxdTi8%;gLA0fJVrd;^fUOFGf zZQrBhevq(&#n}ML@yk6lc+FKGOYuB6E6aKnzo{7*_I2&JL)j0Bs?lDY-VJfjw-n{bU zm6IAitWy1ymAQBtvyyylLH8$oPUyi^fqT{ZfHq5lP|6n2V<|brkW3rVgl6rPohc8r zHA?po(?@7uTS-fa^y{RiIp(h_WG%N$UcDo5ouk;=Rwki-cxG0QXZw|)6^t*?SBL%FJ;NYZy2~P zUsTHY!N@k~`YHo*y;t*1nBb_?MsNhb&VwOKb!}E-o0}RawJ-euSb_HdRV+ZmJvA?TV_#`ti&3d|cTt(YWOz%j>Si5GMduK;JwP?RT30@rBPZ<$Sm z#0v$&Q&2^9v9qsl9dOCNF1l%LEv0yo`?aG61+r5UENT?zT(K6q;<5gM6#dwHNhsRf z;>34c1GOqx08hH_A5rb1yV6Uby&+5Ws2WS<-^?p|NNlGB{fGTknS!f=)?6C@vmZY! zbr0)tOGL$^zJ^VwCmYkW3ix@BP7H$d)Mfy}2zh`oom-7rM;bLxeyWIHiD>Ue6t_D2 zdzR05(7^J-o48Exm0#0RJ!GH!k}IUE<;|iO$F6>dJ6|yKb~IXGiW_OuHpX?XV%l7B zIbmnsTyR9bA5n_as_LlBkZz!lML&W+wOR$}MM6}9Cg-07lXy0LsgsDunGo4El62Bu za31>UlU+TrLFn^fZiAsD4?yMIied|aFQhEV{_0!%4)vfX)j4sK4L(ynDZ-~1QPbFX zL};wpKA}2SQQAqo?vQ`F&t0;XR5pwMWA%SC)7v@gke+T zH{VyK!vUsG<8(FZtcDIu`1J06RxPIcO=bK<*h4+EJ^YPj0X4Ty;~QZ+F&{J2n7%w0 z+y$IKk<)}VwXv~@2h%b_9Xt>>*=cWRkHvzGqV=d;dgCa)G)z<~e~l>E&_su&P5)oX z2FTtkflh-)ejAF{j+MQ^e15`35r(2Ks4khLDAU3?kHR^Mq*;S@Vx{8IZUMA0VmyJv;I z4iIq{0xo9cGR9y{ux3}JTzB)+Mn;-gCEUL*@R&_m_^H(cXC;gff(=`eae`uk=-2g3dAUR>T2 zxHk2KuJ8;PK~wm;QV0x?{`w!$$5~cyl!BrN>)%5YLM*1)?bh>)2>mIf!k~5cYr-CU z=*s9!J$6!yts~D-|Ah{AFmks@c7?PPwK=&r*H`(dNzAF9N{#-0*5vKMx|ZsT`3sR- zEhmc3F}DzZtI=&3fKM-@m;MW*X{9jw&n4UP$Wsh3NJu*wu{m<)tb5%_u&(KhrU2r+ znb3byIeC!VO96wdba|*R72s}(p!gz06aaRC;mg+4<2kb7|ClT0d3AuB^$qr*2V$Ml6O zMC&413X;5>=lCxA6xHJRgIe)rE!?bV$BTIWU7< zPP_wZW+j>(?0p$-fxSzI?=0F-ciKe~td+O^pPSHpJ^q$mGyF9x>$;)PmXBFbQL_;y z7JkVPm!m(*BT%Al_NL1QhYHt_O{}%?zEO9%-y=gPnZ$_Z)}Lm(Y3#msG}=R0Zzgu} zOQk+;xpZO~nSd()OzKbusNSiw4JT*@mv!0c{~>Ti zcw)`%2)W3wqoEfgHh)CVrDK;8BD>x9z{_L@ol&ZgOK6e8pG_S-uZoDY4|M!UmF~Kh z^Eyw0ov|8HuSU@_clg5BANLZ(u3_b|tf`1wFwcS0c9;uKb7PDA@enc1e0);#EFQrO zqLD$nLFWBS_1Ok^kv@Dt*-mojBDK8(*Ab?+!u7_GNfc}2+2bo#pC`c;rs4dk$oBzO z>5n~b>AFvAtfxy?0hT3<*f#J95mx&n@T#?jYMYqCOTbszRhr{IFZUyyLEB#R~gX=pUtfUJhj7-v_otV$7udmzTa(5gKTP{nw zIpjwJ1bzo>yHco#WDnbaWWBE?lupzeK4NCptwYzhK>|P_2?G_FpLh?5^vOs=?*$w6 zIcMZ?)7Oiz&Y}<@Z=&E|Wn*+i9leZM?Ax;(U;i?Md+i)DvODs z21eW7)v5h%eH7;{$`0iUhhP0qM=(GIAZskZeZu31e|^n*H)%Vh$9%PhC9R?QZTtW~ z@_*K6OaS4lkLIC^EO3-KP#z7z!<9j6I@ZxD;&O59()Za+{ZDh&0!5f>_zs%Pr~2NZ z;Zq#Ba?y54tePnLIeznuNCM$9SUqeP#0HBI(Nhd}t{=m>e3MYeiQ*&(T z^S-g4|3cpL3TjV)Fu8;cyZ5{+#Vfrj^{A0WM5F-HzbWU$x(l4Xb8XwEshvD&KRG-1(9r|SOpGH^Ro z**yCcwDP6f$hH5goNJW(#|=@<>2;#%v5=-olKG=Se{eYSt^K5N#Y{bX=)r-Jv?Wev`@I0zOFTlx<7FA3A zSi3=;*TpCofIk4ez$vbbiW6@izW|dX(qjE?s7fH56b=;}YjzH9yYOw2mQ{1esbzrh`+-f%7G(ney7=BJ3omVjFU9HJg zJ>h|ZxcjP*29S*Bj)t}36%W|H@I5owmWNhVymTFcbiKbpAxFD%OrWyrn%!yiH+}RX zI0ZdVW(Ch%l)6$}qCRD9;wyxJ(a;x2V(l8-L9RUqi(iBNutQ+P>cZE$%Ci1}|MXzy z&P^WyCYND!Zy)sV-CLXgQ%GYlsS3Md3u+`&_3E=+Jeute*cnE2wBP?9I#5oYg>BP; zH`Al6D&)@huDn*F^GWb>T7GVECTq(Yt-iuNOue zKmjEgpjY>2_oGJ2wrfmPao9pX?`#F>pxndD1OtD_vgB zNvoP|ma)xV&!@~rCQ}BK`OuzL2E^F%VK50`uF*ZH;Z3=iXuT?w@Hwz?XVUS{OCSH4*z+JeQ3qcHKsuk0=w8%JzOS@cp`7cOV_isTdH7GRIQ1K{4UQ8lDKB3!v9`5Sx`%2(j+(uXqaxZi1f8k za$KE490nojxbmO7_+zjULldgbJBduM4>3nJLl-UZ>JYxx$8g@M;DVKWXNyAGDt!&MFDu)VpK1Qtnx>JBb?*G_-4phSg?lB%AH3_ z@{b4=|BF55ZqfuRf)EJ7jd_1Za>lIL*L{mK(nog z8)W#3)?ob?_Qtql_-DPetfu*8%H3}Hj|e9A<`ZIOoC+y+c=Fmz4~b6ZRYHuH<4?~z zFui;~s{a_4US~axK45C16y`m+Y1nm#LgUoa1XN0U@x@SB(2*m5XmGK;$&}E_p|YhV zHLq)CZvZn4hNd19x697>S|R3s517DEPV;$OkB%>zcakPYGZFbjj6eZ8tCNns@?^`9 zpm9DLkvd-U=?#GnvZdpZe!)gjZz^{N*}n_h@T`(M715(1IFl*#Kz}roPCG|i(ma19 zCO{;gqE3>ayH?8Ojw}J#I@$%4B$ay}0Y-TlkO7jzb`vZezikG}zthqlp&G{O#ITP` zke$0OoIebeS&%y_+>NYC1NpZ!_^G0X#QoK)9YRL0BcOzh6h+EbamB7DasQEMRN#EE zdKYJxz?R&ib&Czgq9g>wyyQ5*@1PAE*pg|-%?jchMMj})zXmL%B{bo(7cMz|7p-km z8m~yMrx^>GK*xck%yBSgfTcq*K7?Yj9fqRwfmy%A))Y5dKOWin5VfNQ^YcAnyOO!U zw@akZ!nwU}WOI@4=a}}FE&^YHH)kDmqxpDNuS0)$puw9bkb!&6)xJZ)rU3Y^_m?l% z|5c{X+%3xquT9pKAi6eXS$gL*(ly}bwYKd0eNe_-B%rs>&k)UD9Rub;OT#<)VpFyH z`q!!U7$Pzzm#OhXlKRGx0A4$Ry?LvXr(Ey2LRL(^K}_&Cg-vq0n7%kZ!MWP=uCg(sQBT{I}xV zDtY2ovg|*6L2GEZ>LS9h*IbLW-iJrrfY0}m=iFtoXv>26RcO}Ot-f2@o0VCr)Ew>+ z+0xo26!kp!F6Pb}aUq~~yKnxiLUNlx6C>zu$wkWB!u)YszPX(M@@AF>L@F+86}T*% z&l=CwAT49HkF*u}VWoxh?!Kx!9~6w=QU!$)U(5$JhB>q#IBJ1nc$*6%f#Y=NusT4w zf^N={jexdjM)9D!Y7=dOzh^6{@8ax@{+QG0AQL4r*x4xv6PN@Ig;3bg-4^;!+;Z5V zGOOC0AxH~@VyR>-sg$}uv|k-de(J@(Lw%-jhi-np86XlqZLf*NT6eRyL*`O^q4%3M+Mx?`o1K}mmntNMC))=><}Xr$7`}K zrnBanNIE*h6ke_1a%YA#|o%;tCW2Hon@}NJzXgt82lv)bs&9QK)b7co^q7l&iv01{q?5m&0Jw~=jS0$AWi6if^o zpP6Y>V1#TGAe0Ez*<_mzn1s4I)6zSWs&K|dM;w|IcK(|<%N;*6{cel^+-0}n%GqI68r|#DS^Ccf_~Y(2${BRAP}Pc-F9jm<$0-!kN~v2N{xQB1IB>Q zIuM6e*6rMXXWTk-3%(+4k2IOy4QM#`1$9TgpQ5f?8Kt>7E!aQP)F#X=s*Pda3cfRA z5rna*wUWusEJ;KR(LrEFVQMzP7HYK`*=4@xjF|N#hqd9grZsGRCtFOrZ|d*+_qRxT z!pHOXNCjm6RmqS2#o z7IjC^1py{eB9a=NLYde~e$Z%_;=HhW{X-S-&-L$0ZtCyVHq4TsQeEi>vz#La*~6A8 z;?VF#;4#-P(a3xVz`tc|-0Ac>07n7oQCF;$HI{u#3tfx0<3$46 zP`ieCKffI@?|$Z-CZSc^^)9OJf-;a;m52~rx4(5yB5YQD(iTKo4Qawt7z>kA)-~%~ z7kP660lBtvoSAGkq|^<~N`vU8J-*}@2^td$>b&@>^bxYI25WErBZ1bQ_kze1A(aNN zR3V=U{^0alY7QGnS?}&Nn}gZEoGqw1+u@;`V=2{+I&0WC!amgC%}=!zyK-px`pH!*m%F*ogi7ZS#r(1_m7ZA+vxsX zD5A#7qW`;W9d(v@LX(98JN}k4Yt!$4PD~+>JMVC8vKazM0bdSX@?ujQQD~KPWpZ2X zI7~S%n$&x_7!%13W^4qmqt%_hQ;F`7Z=?METucEb0;VWC;uK2=Xh}IfZ|!=tR!g;* z4h_<&Vcou!M}TP^SNZrm=Cy29nBTq#%|1kOZs3EhUH}A`yjk-{V?$d|GNaCEwa^(p z9NhXMjk#BPXJUuxHm>zO(W>_CT3vULjS#ft=Ni5y7fdQUp|O)fWL{)IT#$0*TLl^Q zE$Y9G^2YiDgwX#-%U9E%kyPP@lCuwI& zYb?=8i^ykko{x(w1CuNkRYeIoxV8-^)t0I#|FwTU2UO9WGBbu-jxX`Y&rYX0Ik_<& zjBuM+-QmUY3>Oj4F4&}Y1!<>aXL7SO9~wU$z_NVIM6)z%uAFZ#B@b#62vhEKm9wVf zTw?E~l87BZa3rzciOX*KD-e_uvo{zsx`{A2bS~Cpk`C$2yRvM)hlU>3j25O{2YwZ? z|8h^+rGdnhi=#606&&U%6O+(B(`4tnUEP+iZ?W2&VIQ%@6H4$rqM@@s@-+1WQD^6( zFp~2rRPrkVVqd@mH9=*LK%PtQ?Q4(zgD0~%FcpBdA8$(jORG6b&0E0CH5|sEH2$2$ z{B-Bzwv)v5+w`GR9Vq>1ua$VVf=~rBcjqNZQLd>Yyxo8Rr!{8Uboy{ zI@-q2zQKFNKMkB35)Kt05!GDTELcp1f4zE4#OoC#ZWx2Z#Wt@DzkD>H& zQg0`k-4RQG!%I|zHN;9sAVAP8apl*HV#waVVr?P4a**HtzH<{BP#?HBm|1pO9sIR@ z$gEo1-y~H&YqUlm=eR_p2w)_CL!~^uj9x%L4XL?8)B;(F3n7=5lWpsaL2;9VBc^@g zHh;9|FUtf;uDNZ?MI&&)YiK;db9GxZJAjPst3SC0;o^s}PM0I+*88_vA>RgGfUkib z3AfNh?T_w{)J)xSccC}-`@gPboBXRXwU;Q?Ilzb0G;@jl9-qCmZ}K>+|r zhMQJ_;1}V_8$!Zup5|>NNrel)H1%rL8s$9JSkvn4e%wumm!H`QlMV~_W=8FnQ3hFsm znNip5cZk#C9zj1RFz=W#B&^4{aNe+R%%&j_GDvO_DzPY1J8@>Je* z=|7I9AuFk%Lmh0w#KtHn_d-(~3QgRSonbJ^IrShqw{k4&5}g6&PvR@x?m)_2)=aW{ z5|$lKV$XeqR5Y84>pCU`B=PQH5w0ft%t`K=3E5{;e0ow0M2|u+TV5Ex2Z3wSJY0@U z3m#$<1zuOyZeKw;2G_4!i|~!a)O&V|K7O`_ZG7FwtoSe63FVnif`Qeu6E-#+O*YuN;N#A}W3(A_T){K?Yh4`9M zL&ger+;M`+yx_<>5!g}1OM0Z(;O>Vh1wb|Hr5Mh5Ih|iZIe8R80sWVH+jGx>9-7Ns z89$qU2EGYfjb+c`J@y@b%6I!cA2h2?_S{k@xp13Y@SjUi-!{d~ z--@t=|9V2XJZjRQET94S!s8at#nwEw1Rr-?FouW3`Fz6^@H(3QKRjYO;-J`p{bCj~ zJoaX5v^8BFt6J0U)QdsCHq;|qEKo}ciMlJ#Iw7(b!^cHuSGP6q_dN;5-9pnL=lC}= zH(jZjyre8jUK;oDWOd$Lh82iD7 zl~2eyrlNTDhz5l~4SDK=GlB0_e2A9V^**Onvk4YdKdPYomB&1@6^ib-&@zy#3Fn^p z$vIVAMFYu84zp1``Edje#-E$Q`8kP<5Kt9WyHtWGiX(muNxPUUgsdB~2%b?7q_%h2N)F;CK+4@$`S!ndVn90Krd9*TTJkri?gRetHvRjjI0N=YbT~6Zo$1zFeyjmd~3brmxKj zwLGL?gCg(Z0y`k^O6aZ`;K=kD}g4oB-hf*{a6M^E^scshNes)B8$y}am`5e_u_aeb_i03${PDy09m_EG zS`G+wwq*5lD77#B09b+d0F)@$D*#qNslScN0{_!g%atk!aA-RbW#orDfsqlzI9jfn@ETRnu<{vasho(LxI?$6gwc|=+p$5G$Nn1c%RemtyTK3`+Yq8}-b5JGg z(%>t$V-FGgHHleAp>V#?R&t6!Esp|#xc#pDwi1PY+1ORY?sK%@&`t}w1*4i~`@nDML5q+@R z{Zx!MEq%nZa}Vqmp$Z$?c7XZ>*t@_<7(ysVw|*SxA%^mB)OtH{YN8mQ#%QC@9!DfF zi;BdosP1DkI`e_f*{rNj$hkcOIv7T1)Vq)#>y#o`pU(aRJE655ai&NI^WA~8m+_IUE^>&u$HY?hKA|>qAY7_k;r(=@^jBG5yr+z)yB#^hMT|o>d4|nZ*(t`-b=Wt?iddGhe|z5KQLT-6m2w{1tuK?%L(-Ps^xVSU zr{KPEq@o^K%w*crM8YMxPLsmO6C4XG5x*p&givB%ai{r~H&eE;19=}7U#WdQmEfPm zvtF3h796CV%41wIE!0nVZBbK+s#?f1}O-t4`;gziu|1_bWoOYJ z&Sj))F;AonlolXF9lQ>Q(u`iKiZQv*39Hnznw^$HzZFu?j6F1p4%X@%5TSA%%}bTDiBw_(+|}~_Z?^8@NL>n-qXDt+>AH3 zwu&;I!#rnH2dfU5J+))KZrM@6;I6Roy{a4}`-~@atxsEF9#J>T*dvWyp3J^K3l}S= z?5j1y);zK~@m21Vj!7haYo!@Miyuql1#S*X@k2&f1$1{2pMJe2`~AJe4|$Z}9+m%@ z^y{@v9*%zrd^@M?WX{fQ3P*Fhw+^EiV;e<>4o9M}7mIugT6)QM91>_T$K{_9#E`n~pDFAQNPUqw&`@JnA!QlZx z(djSAhK|R<(2Rt6rjG*K+!<6M6-WC(E=E8=LI^PtR3qG0Sz=4TR2ACL`6%Cg1PvhF zCE23q_xi%)1$8YhXuhQcG@Kxa(AVgduaA67xIo@H89l}_R=GnZ13nly6OX?6=K6oZ z42|6YDF?oVi@-yd*C>kiyGp3aHXM3FHH@@hlX$z@$P!-p2Zz3m67(bESINI`5WGze zW7Oc~@73xWDa$}T?e$_glh?0u00^rA5}Tt|l_W3~QQeoD{!kub#Cx>#?^<%0T9l7O zR?`lsx$J_|(hY%3i4&*6N6$|ZBi=fY|)(#-6&#c{854Nrg&NaC7AYzkB*Ajqs z@$AdYbfl^q&0|4I%0IdT_I;OkCP*DP*sGXhSg}|vC#T7XMLUZjX_p%KboZC?9Sl)I zbi^URxWM~|8ce88BTm?wj4DRGveEexmZTZAvm;M0;na;+(W@#tHprWM-DaRquCxAQ z8%WNxee6)fK=ix`ySBj3oM` z=d=ZEv$xXlB-3&WI@_n?>0GLcb3feZMd4a?N8&gR3z5xU z;ibwfRYYUBeEl?pzy&kH7xtDWmX$?&uZjwQS+H&;+?qmh|g1Pr;dD@t`rx1LuPXQ*KyB| zdgSXW3|_ku{hR@iAhYDcxQHM)+E_C?AtxwfwM>jpev1-*S6t{j?@C4K)KyB|dp@4ac^QB63?F4)929ld(qBqQjH(^(Q| zoiG#mhs%&opJeEcS=13BTuCVDVsLvGUFP-6J+5+rus-P7=aM=uUHV6n>9VG&kJl{oko;xAYt)mzm;K2SWz4|HXuSKH1iuB`g4MxR-Sw(SdcK<%I<}e0x_jBwtmm zUW}l}u%OB!Y&L95N8(lAGxMzLHxQJp?j?VD^wfaWV)LG4_Ku4=B#L`%t zulj>p59LVF3oQdkTG0-Paltc-w}x+1SboawR>AgX(p!vvv|6W}f!KsUfY-Cd2&%y+ zA_J=E1#qAflDy!0%Nr#cV#HAOx6sG4@4Cc#Di-cjz>v0`;Ht8|tWwQIV&z>z(+6Vb z9oPbh=;wb|ydmQsHssCPB>&k#)-Qz-k?LgXR?!Tz6iP48$*`Q`%*NCC1uQ-a@}v{< z+4xWez=e1`oV=Q(G<3oWsi!4|{*25ZkMJc%351L~$%>l3Bb+PIVsj@e zxhtQ5TtECcI{ky6!I6p4dkmYY+3x(SN+y<1|fidy$l-b!R1~x1$Pv96Z*?3|*s;3kVBoq(v%D9mRirK-Q zjsQ@lLt!Rs9WOxs`#Tn=xk`OsQ)Ve##on6Xqq|`8bN32@m%-t*%sW!icJB!T9P6)B z*(6BxbF38#2#AMt!U{LbH_x!Va46$_)Mw3|VW9V%O3a8xW=-z-O1V@ad>8qYorsA=wrd>ouRr_z~e|__;#TT0o2t zmRxw!`{^|k01aoBN8ebyq)?Np4TH-7Ka9l-`5OO7K&sgt?bQKJ_#v4O_AWzJ*SD2&64vuAYX7 zE-m%jB}sLQ#IYYxRHJQh37D-{2j2KwOmx_#<@(XAjlr<%1b_{lgi;sFQdWs~%?VEH z9A4Ck)=N&{m46GGaM!X=C)A5R^JsJ2>Z?=J72(gN50xA~dVGr24A;Gw5X@W<#qP+Y zKuf=yrm$yI|5=E-fMy{6q7+$hAOvdj&0u~!lLTqx4-Lmxy7G7_6u5cwH}oISf|!@m zNi6VSvuIz)gin*c@U`S~GxO<3r@UoCQAt*aJMa@wD8XOvIwRbQi6zLq0J*A<9}kD? z%=Y%;#6x!bTlK01U}X+5Z~*ObG_DC5osPO*j*0tQ*Q8E6@$~Q(KY0KHIdLY3QNTC- zXGb$yCgFUA<=&DjXlFdCfe*!qBDqyz2X(B_dyztl9Gdvw%z;k_S@(G*%3h(=dfBp~ z1t%hnl~!;9Y8`E9X@L~QDy58}&+?5OoiuZ=3XhM*7sdRLd|6gct<2CP_EorGat2`6 z3k#U;s`7rkU4{Z6sf^tSEI({_>u%QJz|Gd4XshG3Bp{xwCqwN#B$Nn*%3|8B9fRac zRl9`U*d~yCJ`maiR@@CNKYI145}+9rUlDssxO#~K?x9R88HHyHJ>%%vWzKBLy-M>+ zAU&~B9rStl=yyNYG{=N^9>)vQwE|j;;Lc1DG?9Fqo=5k!(3#a(QPf(EmMC^=f^-uY>5ur^@ObzaFK5+SY7-1Z20kDc?J*jgcy>s5J4Fu}4``Us=jc>OvF`PPvRmX)R}z6-lqgSM zelY!vXTyUiva~#v#6FJ|eYkumje8`>;|J$yb?YLSDSSY~jR|q!+{PlX7K#8eauo%~ z=xe#rb)sFuDV$=%Hvvq6ib1{BG6GFnH>9$o))hV;Lg`%0C2sZ!FU zievEUVL9(?iIKOLO#28A*p;dK{cV^klQ2)hQ?`=n=f-hgq9m3doCyM>B!t*ct<9G??gxll5%aq(|3)ak%TSZk{L51Dl)^jyhyei^%2c|pVsyFkGmVL<=l;~dikDqB#8w-=n91nxm}`)+0H?s^TmljxMh1NEJg<}g4W_))QeZFTtCvc?MfybJ(Wf|i z^sQkn!z+X7_^Si3!LE2bUSX=@%WT`xP)D?9}{Eq8_;T;3YA!iP(DJ zKyP;)zU~t6-QJfnsz~sz9c)~`8zHXsSKws?lx9smSx~#1zgN9@uVdg;F!|I(MN;yL zccYKSU1bEeC`5A#Z_mau!KMX^V(*OBytl^X>|R{^kEsz@9bQYWXe&TswE{pi;65Z@ zbsd&>`w%&0AmuGYprzB7q-$? zrjDT|n(HKI$=NZ*ENbZUxRBH0J6IBQ7b!;iqk1pj<`yQYcycGW*0>G<q>0?iyTe zoC|U8&v{oU{gBa}T-1pmA{Wie?n<~+(NS3w2jELiS$oWz zJWu}hbqKU@t?8nt?AZ;OzKuF=h~^t9{dz^44 z^))z1b!>JxHu-`HI`B9F?;0bt03Nqz_b}G|%yN7F4$DQ`2_tF&I(*yg%>ue-M9Vqx zXHp~(Ri+y2)1`CM>R1#lmCEk*0D#nc4pAdS5u8$>)LcIfI7b{sXYl^xB;^1NUO9rv zTw``Gmp>?N#Q#uMu#@27SKK0AIO^;wP=Hd@1l=dnIbSpz3i^=OppAt}v9#!$wg3YQ z9qTVK^SIx_3+$Nk1&QLLS*vO4Q-EQ{DDtWpl#97ZIMuq+IO7sZ`9d{B;IdOe*sNeL zEbA{U9^wdt?4T{)vO8_gmW6#Kt^YG$W1wkpyo5jG{?jGoT(_8=WI8Sb(QAM5 zVHx;M^=6N;dea7(ffJ14X?D(9GvJ2%yh=F=S-B8Q4+e?9zF3w0x;>!&=X(PAt{&xV zDEy3b_1%82fwB@9{>sNh%52ISQ^wt}REPNk^j#epvp3&ov0DlzGFRa9E}1MMDtbHV zt_0c+uKVqbj#yJHm?ASwLvd1#B&sN1dWN43qJn&ilH5j+r3OFcUWLjg#02;2DIVF@ z0P=MqXH{xH&SzQr2Er#4=h_HL zb~vz(WZW5FQ&j(1G2nyG1HtgpjcXX1ZNu#*jq4UORkuCQXH_|0aBWTDDW3OC!P+CF zLBFh!Ddr$fEEMK5cT7uyP5{Q7#D~FNOCN<58k*tx(rEV3M-D!?CwX{>879=%_#ahxS-eR|S38Ugs0_i(*=yEITMZNS=G_Vt%HF+hoJdpzL zj?~^-DQmkpAv7TpsAug`fhmax4M?& zTSEPp1w38oRsRd_lE@Q2Kp!&rRUh(o@-quVBU?cDR~j5P55}oJ->O*U78LPRVmR9x zcCeT%SX|3y^eG_G9^-Lh#88v}5Oo9(Y{3MV^gRhFeMkq$|4Dj)k>ZtVdO8 zbgl#HXo=!qX^_S<9Im*sUB$EmpGE8wDfT`QX4gYrZo!&}7C-Pp*FCCU#!HOjj+kL| zP~LgsD5$+dkVi%Jky7xoeV!^bbujj*5j+68M1lI5d1)}%AcsA1h#{@1mTmS>=1TwG zUm)MB<36oYC$9u}Q4No_X**8}B|#;_aE`Qz_{dIV>~WiKh$Xw^22qT!XQbG;sVWJp z1>C_SolaG0Bhsu+G$U*KJC||omu>$5eK_6o#QS?UASrody;eu^k2;osizI zv*$s62EQhdflyezu|$!-r(l+PN-Z5;C#BA(s%7npl!^jr#rGSbd$3!R%K{xQEjmJS zcn%fd)3eXRB#mCX`5o+jrlLv>Vb7evB4+j=4j9n~?9MgQ9yy3vM~i^`X6P}WDZ`ra z@T_wRx^;SB!oLS!G<)~kJcs1IGQ9qPISM#^$66QS4mQ5&6pito8a*YKuK#zlS>^u#g z?3z*NLqRM+jR`*&vpVlYNUWt$1wK>EAeD?cC4Ddvk0IXM?~F0_JF{j|yc+z!3)ep* zesH4MkojWZ3srBT=&^=jjZ_3zMdehdI>XZEDr3|MNVcV+LK6p}dR!rS4q&-e_3BXM znHW0vRX2x{c=>xyZFou4Ex_?(j$-Ip0^XvQ*&& z58P0#h>hBz*_@oLK_RZg3oy6!U)C`h{j1>dVfqV9oTzljKZNEY~Z3X*|AtH-o2QGbb{ZggZ#^Ym@?5Hn$&p5K(;W$8Pyt~ zKButCo|ScfI^hlZ+QQ*e4+vzNo`R^EEpC@~w3^vub4jnS7s7iCeqi z>e#SaPV@#y7BqNKwG|?corlA{+-pNs+^P@ohZMKWEQLRJp`!IMV)uM?kT4e2R!x882siz` zEg+N`#t0Yg_6uX=y*>PxHpJSm<-%E%^QK zT662PCNygQX-AJ(OSlQVJ_cbpgWcSoc~m$valDYKx4yZm)=EP_gF1_SqD12wYGjEwlD$1jpS)Mp3;*Vr_7Gd~=&aEx4Cc~K0k%K*~7{duUV7bI-fEW9Oa z?q+fX3P}>ny;^g&K}V#jH2F_C?`TOnJp=v&xP12)!%?6ej#1HQ35eV*GQDR%rFu1T zXUH>o9tJ8LSkldjNmOlP8{pN(FqME|(lC1{nW7wBg1TN=ZT~{?{T1E#40fMZ|mbGqe3PUpI)<=X4QY#VtV4g ztIC5JT)s&B#(!}33fxsV7P@kfTaOl2C?GbCgYgQy;TuL2=-m`J}(-rk2GO+Ujfy!fYUAv?T3|#TeUV1HKn210`@*^%#F42*H@dA^G|Z~ zEQmj(=C>%HuRaHb0@0x23fFXLmw`QPB|C+B;Rfd!fu4dwbMC;HxgL8z-{3oE1`xm) z9X1=e$Bk{VUAJ?Z)v6QrTGHT`Qk0K4Fey9|a{+ABl03X!&k$nj$C|t28z>HvO7tho zx7FRM%ZL1aLKPHT>Y6xf;qEw_1rn<1HEkHyz~IN-qyd4$c8&CM#z{D;>S(JK3lTUx zZTh~mJa}KfKwM4U@SI#}TM_AUGt$pJBiTKR<&w~fwc7R5 z;g0HYbl;3+GD{cFODcR7X8Wd({eSBC;iIG|mV04E_bSBjlS7~`-%gNOln<>1`Kw?bu1N;Eghh33UP zU?BBy|F`vFNSP#itlKOuUI*GGgMxjDuXCq~HFhno2Y~ULjPesv`m?avCYX+$qgk>d zsg!XWURf_l+b`;6q>#dDO1c{R0YesaEK%{X=fxug^S<@q~sw6 z;A8q2o!$;o6HfuXxQ!yQC$eM5^T$Fhh-A=e>HzhdV<3*?*XyQPVnwggdFB48I5_z{ z3MMS&5FFC@(|+ZOPE8SA?~duO#S~HJDBTi);MQkoXKyQ5A0BoQ)8{tY%fIjz2f$d> z{ZWGVwCk$~j|Jb8N}J?gn^NNE-}GzFtZvW>2rmyAZLkrNA0GcJD=lB2HOzQT7cQTv znP;7Zat46KCHR*p^SZ%gSNu$C`H*f6YK05nLqeHU)L zvpKZekdqWKyKi=BR5Sg@mk?u9dQ`0UoldjMX?U%^8ke8mKUGL|B`YKd1-V5U9_BQo zbybhArZF&4(Et*s+P7uXseQZD*}SBOX46%IHcTY(73>$BVRxIGk)|s@ zT4qSTWYieJ4Oc|QvF*uk_~=Qu68SwwTB)07E`|mu#POBR7(*b@Kh%@dju@wZ_KK5~1?eCi6Q`$!{VfFRMT{kU zrm?a;IC=XumhacLR%2`qAldH$!tw^rLNq<(P7xiCIC7Y%fWdo|@-2W)6lnE}`4Y@4 zUM{i`3)hjnReH}3Rh;8Q&Yq~$ana5U+QTXax}%H2$Uo8ZT-Cgybhvfu8@`JkP2}b ztlS1_FEQ!lezdFQ6}|*{kr)qYHsKOMH-y)?w~iU~&j(BR=@KN7p=k{YRX~K17hEpR z-Rhp)eoGSd)wtx{XC{$ky#ysaTm+v4wR|ch^&$A#;n-xC#4)__nvIkZooc{XC+#E; zZR#(x7f}^}IppQggaU_8UPzt|-;u7E_-_q=H}9( ze;!X7kDSI~lm9Z|=_JX>&eF*`+OjLx+=QP62e*4_=V5I2H{w$Ga7nI^@9-tCqf2@$ z_%-wmz#oT0Qk0jN^eCE~VHd)CL@3>Y?1rGmIrY+12i4EN#(BP7aH!#NJDb1BJ5G$3c-aKYPH~zV0(GG zq}SmQi*&DDD|g-RA0l$29hYM?KPvjur85@;xuSIN2HlM9Xgd^%>&v+n&}qHv-*;KE zcMI`w4V_{+0Ou~93LdXYRMv@T?;-dJ6x}+>(6sN0O|_K2!*K$&&snXDs)5+jR73os z7^HSV{?cd@7Q2x8T!os)igl*x{`iDjZ`5vR#lw;$V4)y1Qt6ZBsmYaea+7SqHbM#( zUk(yAJafAIcq<&5&0L1ZT8C3JJuE4_E735y)Qd)MayH@$k%##>9V2fTNLy&qga(?< z7hu7L1J{Rk*m<0S8;|}(5^K1nAr~`5O5Kvx{pfyKD#F_l29nt&Q$Y`ha{=HvndAqZ6uzI3CF%1j}w~FwGXZu zMs4ba+OrIEQvj?oFqw>}ol=Ao^dx^7EEfq+iub>N(5LLgkw#XR}r<8zKC<#)vtUupV% zZ=?7Gm%(CPJlzJWo{iI&>t2P(?@g6 zXv~Cd@6IX4D{a;o@rTLJ5G}E{yz#e<(&6Y_Bk{S(wJ)YPT7T!8$jeHrh}I}&zx*p_ z(^+wLkhx2(k)%k=AYiS6b>ezo0|88wH`Mmu?V+6bX_+1N+c~ReAZ-LX<0B98^rXxG zzkN`0b1~=37Ml3w${I+;vL1O_t+EbY=`Nf3|G1u)58=4%ii1NCfvE(CTk&1T#kl~T^%>BOfj>gjHK$#=@O4;} zeRT*vOjGwUXW2Agd1s6;@oNK?x)nICakoUF2`Cb~Ec3GOS&dQiPS+K~S(lRDdK6q< zOO*vUIi4TPRW%JD7`+HfOd`yJlO`WOJw^qF2Dj4vBiIJ!ZNsbwyHhE6v*L8J{%nWQ zrbcktlMXW=bUhy4fsZ)i8FE_Hc5~n0tO`v2C}g_kLjfgb>^eW@=OdS}8f|`->G+TQ z!bfUDG|hYL?dpMRyppB1AA(!g?3*$VVMF@J*KJKmo3atoOxB;9TbtEC5&4_p&S0># zJaes^=*8%F(*tot$o4wO?-!NMvdIB19ovr|MbkT8`-q4v|VBC)6QLf+yhK|M3kJg?QeC2 zs1D2O1Z9k@s>?n02b&-NYfXVa1nS;oL5kU>fE=ezT>r0Z%>&XR!~~RK9aAf9wll}h z#2f=!HJ5g+_EOPL*24lKAqof*N+{nrXu$A}LP@LA7l_m7!svS>6vIH!JqsCwV(mk- zbo8~NJ!2soko5#j)=C=M9kuW{J_<{r?{f)Sj#H?aA5xHX>c`OZq76j~1)ho|R6NvP zaL@?-(XfGRE!ld8hT403DgG_&Wp3wbyd<|;wD@T)wb|zg*ZfVtSh+JHglG>Hwj0-9 zID-tHkHG+1gpKhSO|Lb#*Blv;V&RDWx{~CRv8ByB1JSr?a7drD?;CtEXy~{q!_<V32!*ick&SNuv9e$Fc!G+^~@gY3ZQi$mK*qn8WS#`*0Tr-w3_t@CerN6| zmH}9jf^@`y!k$tg=2|rK7q<`4*Nwv%MQ+tOx_z2>4bWVzmC+Td7s1`bmh$s9m7+H_d)MM$LR}BG>IVtWG)fXa#DiQ zv1N?0`z&DOVw~9Hxdr@tSH6d6S8UwK%5k9Hu%d1j^}CPr5)ijl`l%E(f$oU7V^pn~ zXBHF6o-g9*NOt3iI6%w2w3ahx;ofP7hBtgg)}qW%!ZjS+yu<}i)w ztcw>{;>mDobe64x6US=K1z#rTn*dcxYzJ5&{$8nKob!D7W!4i^DLv$ukwSp`@DtNe zf0{mEF;_3w3|tyKoRv9W_18u&6~m|qDODuT8pjs|fxU99D;7&xTs!h%qC925st>yU#7UVz)Xsjo5d>Ha|36#v0CnFEGq03be` z&A_t+gXW~?b~xq?lA1|Etpuu?*?JFyA@cV~>6YNA?FFU>P$MhjZ4lGOc*`piyoF9- z4TS6#&>C{M{^u9OJBv3u5ul#0o9TgpKo0{jmg=lN%rP2-7v`xXTazAs29(#lxT27= z21Qe`B3$Fl{=+T5N0fK44%42%fwcF>gVIEm!nwne8lUssE9lvWz;pRzg#N?e^kZ8G zYur=x%-v&sIFqu!>!3613Wj}2zaPJTYeqUnKZK;}nFl%4J?HT79X#T2s45L|yyCII zj%ksjpC;IJ)a-OF`jkW2PlSB=qHtDVWooIi`>^$Oe?ClhoG;w!j)=0*3$5>h4o<{M zIhH#W7G}RD0Q!?d{&odXEU;V{x~S?l5^}=oYUMRomVJqm7CM{-ho6|RteU7zA(NMm zX;=>w9?|0o3p!k}ll%GgIBQVL3BbNuo7y z%&EnbqC#>sXHse!%U`_jyXWzMN0h(x`TW!BqtKPJ(aIH!B@jCX!J}X3Vsn5+fm`_> z={V5_cWq4LvJ?;IZ6jUi4H?cCYi?7n0I%MT#WorKZWoYJK4xN4OswO@%DP zVOR{2a*D4o%bk0QV$j8HdqjB+)jI-}OG51;+64T`a3`)Y-2>H7dml0G0bazc@5>ho z%?bBcV8`?YRq+%l7!WY@1M9j(f5-*CsQvGgw_YBcxbJ0#ZykdUHfYomRr+e9Y~2~_gBFzN0?;2nuu$W0 zV7-Tywqdr}isz(Q`P%m~f?)9DJ^_?iP?D9EwWaNj-Rm z1glyV%v4p*4*K_r&U59Y;)h3sJ+{K$ptF>ok`n)$f0gQCgEAAm z2sJQga@E7&?HUpdn_tyGxOMMpL`qqpiY$&n%WLg})Mvf59-QNLJ;-V#1N3VDAa6__r-7*vCLT!e zAoDcd0%Q_gzm;9 za+Mol91PQq38oX%fmAU0k9$JS%O$oGxRVD*?@R5@tSa2$2DeY=jCfr0p44~@oc(B}7 zwZU7vrWGtJz`Ovw)ZuE_Uo;A^boMyyrfQxb(|Gpd$7U{;$5E=Zx@u5oQoZDns1%C6 zL-soEL8&Dv`Y5Lr5zEdn73E?uWam`{tHQZXXwei8pCe;e1Oom76(ruo7{G8`INt7s z-Jx-G9H30SiIWhjob$m(W*>GhM9xZW%6R~39Es$hHmEGdyW7E0i)1w@?b3V9Jw3Dp zOYNQShp>?K49=u6yB#NA3`Wg7zQhiTQwikaY;hme#uGnemZ2Hb}T(#_7iUKnEnIGe;iQw)k4n>oKd9H2u3gh;<8w z#28`kE)V-Z;Id+({JgcZ99h3pM5b@4dA_7Z`cW5Y2(I1`CJHKFyXmYT>2a z*V`{nHw$yJZEtv*6OD5vC$z`Yp-U==(!hCUkjVtJxxFPVFXYIe(1wPqis)nTp_CpW zdXBH_Dtx>C$+?QhPvaJy|EvY*UAux%k5}{F;kReiPN63 zi*j3kf$J)|4bv}pD()|_d_Ul7rtNHXn~`O0Vfy+|S~hCJ$Zec*aRSze&iplt;M=OS zCO@0hn~V<*}F@Io1iNicn^=mD_ zIm)IJypjBpa_q+%dvCZdHZJ9gIo8W{8L4?2-2*RDSTCTc?kfZOrVzK|D=Yo;#a#A= z`a@bK;1{+&=i1`DnJWLVNCt?TLmyHX%LOY;#EpoZ!8%;Yl(}#=8FbJC*FCi|jwW_Z z$9+DE+(-=$zG&!kZuragfDS557ZSV5yYAs2#nemsYbhAh3mo|^ykc~Xrt5x47D)8}G1IG*{~PKbdS z@u>-4Gi@|%uGh$a7$vwDH-yFBV+l^fQB@`&i{@-+fu0ee#{?s|qgLB`PNz6>lGpOr z8Jyxc3zHqjcdxY? znYxf*$84N=;z`$^p3yWH(h#hd=Hbg4(krA zv9(RrrlXqLB?d~mY!%zuDIEIGwyIjd>AJrilNIhEiPMzmiu%i#Fcbss1Mr5^mVYmn z71T};S#30Fe|KFjGnMDV^^RAP4)?cLSj|tnQYV7)hBz1s-BQ5IcpK$Nq!+<+!u!{4 z&xfNS!FIsXWY;6nrcz<50sGekRBXo8)i0I7J8^(2TEpyceye1;|4tayAaB8*TY}WS zZJQ60>q5|_k17tC;WtX&!#ABHENEO+xBX(4-3icd~w136BTUh zEBw9cie?djS9GgNTYH_?Z(j%uo?k7TlnO+=Tixb|9QT!QgqSRmzS2HXO;m2~2>uo< zSOng=!6+7|-vmFSSroMGf6UvdXjw{dv=Oy_VkhvL;B6N^Q!y$X)(6eM8#(>0WVk1- zZTF6X+`%S50H4jHk^Xb|fK(3iO5$ehx=%&js$K=tkf>#EhRr5P)Z5?|@BT-lRoK@% zEarA^!M>e-{y6;Jk{;Km0`c3txDbp%RsdwOwvO?zCPt)L9oP^V@)V?Nbuk%k*B`?^ zIVeC*$qTszu^f&VY03=WUrM68MgyiPq9ILSnJzoUuzPOxv(T{ZD*57Jfm_mjM`itM^ z@$esx?l2MC;_Toc0k8KYm9#j1+CZ5sbOcHxnGe|0290iYRJru^<(1~PRf8Y@KuN~ffEAOW#f=@8 zzf}gH7I4fj>dJuC+r0L%#to9R*R@6JorYF<0dmQdKj}8IW$q%v7q(An+ZA@o^~y`) z#$x}AU2CYGt82ib#BF3=wRwW}}QZ$Ar~3MP+RsZ6h| z>Kbg~;%1v4kc%+g;{1uXcv_^5zIl2O?Q{Qe7`?4fm0l*Y*cCb~xa?9SZD8j-2JK3u zrL7M7^qS^jXg)>xPAcKBi3l??hQGUJGNb~FM{!uU8`r(3PMmpiFpW^&vrqEp#A)bZ zZbs{l?pFN-K-iy$}_c#&Swijuyd4RN7%)FEE>#GRSLg? zhRe)4lEf0caA4K`kGi3g7pplzVVpjfRBJ-FU6Vv-@TR>6>FR9eloR5AD5NRyk}GQq zM%o?#Yp_7^&JnwnTh43gN5Xj;kp#sxRG}40<+a5$%|u+uVzy!4foF`D77#B09XOx0NCT~_O(R*0zSXy>p-?8=pIpOp?Iv|-09D~ z@gKp7_~36>Fo8U)nDvM_m?GGKB9R_Z6r_3(lzFDY$6oXa$o1Oq? zSFmSut9+VGiK+IEHJ8_()1)xwPl-m|h;FpfE6xs62fzFvcJ^1;QV1Sp`Kj70`LMK}%&7HOMtgE}TxhNrV}jN#We;YS^OJ z>!b33y=s@#;5OQ7llnQg(I{FllgAfScw~flu1dRp<0_xez3xAoq!JDR0&A_&cjVBHu55~A)$N=l@O&rjx9AC^MTL#odPBel*g4u7c6}Ts$#n(F zbUBv}PUZO+)KRD|B4mO0_n7CCSSDOBFJ6DLqxihZ`h_`hINHFjKH|eka-)EH9^Ut7 zu|1flk7kp>&?FP+a%$ST*veqgm2g}WHrqCGNrec*O?-1W`QAu|CHKB0gxG_Q8hIMX zGoq{)H$FW(pyd}!6JG*fP_=j&ZiH20)mFz%# z>8f;9IyvwARQpJ(T_d8l?qap)TYFCS={T}N@0|=EAl~1*`9nk>j|Vw1duEKgd|@^I zZM6fRMfF$aCI@vRI)HD>hw->J%B@j{RlcEes|`wtM^tqiKJmIJ?dufj?@;-Dm^Oy{ zX1_5SgB3=V+#dXEkz)4l0=~FeBi}e9{5i#qXSms)4KYt9PNu0+;^b_CXI??~6w2Z& z+KKq?52X>TEtb6ceY_?9vZzc1JwvZ&wxpO!KY-=$WWVtKV0uV3XO0ZaC9Cu0?Mz->rd2W8J^&t`I3knY-`8g0f zyZD&yrAsb1ky=FsUE3w5;BuciKJ#)@ z%Ldfy!K+DE4#bBVvOs92n);|!FXiE%$wSpotM0w{O(sQcEhLVOW}&tQ;`A|#l^&Lp zA>3kFeM*x&f>=~t|64omvfYJ1-$?srl|T8DSXD9L7=QRoKxrVjMPR<`4~0SnetT32 zGt~xLRT`1z@HOA=W(>~3F&HYTWAjtF3!0Fd#`1uyHHlPRQJ9zF*Tm9LZ@#nFyQW2? zJ@2eXgl`P}w!`UN%p%mG&XqDR65W2ziYUBvi*@M@9!_Ru#rzNrl{RJz$2{I@BJoX; zt=27j+kooU2#idkAV9CKmO}D3+GF_b_*G#-Vr`A!JVVqAC41G=x-PIAp}3_k;g);I z3`rpJ=aVN3?ZgKf zjT_bqO!xUQ`nfCQihEt0xSlAAhtW@MEGz=Vi1eZZ`OIP^vk>8wJt#-wOo(ZV+)7o` z05k6t8Y}IS9eK5rNHY^RC>pA;U4rp7HR-a?%WP8%r0em~gp&p@#@INNwprmsj^fFq z(w@smClq_V%XHiQ@h=yLtJJS#aYiHafPr)gJGe=NEqro_`O$L~$oo!^{Y4Dqt`h~w zeM7rNo4!!s2Nda@s$%X0r;7jz^PeRF(;I2F=Zk)w@mEm}pkd}$opd_qv8~{zFDIsL zT-1&i*O)&lMp7ohc)t7HFGE+^pQToV$5+O_&LN5}$DupHJiU3?E-v~3dRDW*Kh-zu z(N99`(BhS(fHoHBb%CAGMhQg)Kl%Hs(MPb@MCm27Dxf>!wu64-;V%|D??32ZT-sS| z@Q5=D`p+ZsW}KC~x(oZWO)#`ST|w+sdb_jd`9WY7A*?DIluz-~m+2qLzNY?jJV2^U zDi!$!@5OE8$_!2@$W(lIHIlGl4R0!)1qkm5@uNiabB!vZ?zO-54CI#J2^I~aOkQ<= z#ZX1YC*-2Vtp1|V-0?Ov4Dg_~}dxnjrrh186800oUIX#Sho1=c5GwmMg zgGHbvSc9NoEH^W@!Ag^x*$8=h0kf*c_Mp}_3psb9TKE_?LiVgcIGx3P;Jd|e?!cU+UYHz2$qGVATmvmoYrjbQV}6Fly2dRfBnKDSxsmhCHL9I8=WAp{@H@plx(Wb z;3xN%XB6TzaTSpk-bMq70u1W$V#EM7Ji9(}sMV^?Z3 z>jhcu09EO_(OmJh>@}GurefrTW583r3MT>>6P=|eZ>%9*;C6g@=J1Hz>+HMCI@xUP zenYy>Gm!RT#K5T+*}>o)%+0ZR+|%s1LyuZ3iwx>hYG{*kb$IpyuR(d?@2 z$xnec@VK#JCBV$+i3j&;|C{(tac}iGzB^H<%v`~e!5%XbNtHvKY>$<>qO?&)N zbQ&@d)sTIAV}L*9rGVyAthZ+sj!a-+g|tM0aBd2mCwKF50DsdsWIZld)u)E($4zRV zF%c@DOl{%?la0`2#Kw)G8%Yl;3?y$a7Rl(f6v}uc%~hLYEen2qw3yCtKF>$snh553 z8U28dEy6D4gE)145o5VJW?k}L#)A%-ykQh8l^f&Rnw1DC_z?SmV}WL%5*f$MHWeR;ib!4aV+;W(k5qR(@HAWL+Y1{# zNI(HvIkfWPVG1ff+WM5V(~(~rA%Mh)y9OC#@HB@ktlHkB)KsW~%}jRbP;yf9S)ixE zJw5)d-wg^tX@8EA7c#U)pce2L#A`AE-)+quS=SyCaFRd>;ddBFt3X0Y(=iexL-{;0c9M6iRASKc`37Fy zBUWxd^02!nAp8DD3fhe;atPZy;#KgKEMHsp=wwi}A|lzX97xWS=DDOV=k|h?_lNtT zIAm|av%@5>W|gFFU961HoDwp?W{xcBx(nqTCcz#3@UO8Eb&@hBgZPqCjKCa&qO!!` zh|_qK5e}TBL0r&3TmWMh;y*?h(gDdF`RHO^XtnE4a+#W+Dz@JKrrv`diw6h*J! zGx??dElkA}B5o*dBj<6Dpy`zOoKn_#$vLK=Mt%Sbv}T+JODUZ{c_lj0meE+Y z$b8tvBebPIC@?LfuF;E!wBk>cwstwP_7WR(u3W9MNei&0s99sszdPw3N%|do>v!tQ zskc4pE;I~)JM1E59Uu3{vn|n;;^`@dRZ)qOS$;aWmI#s_P<{gbX|c+F<6|#)!Zz!Kfq~QmZMKcOP@%;# zY&j^Mj{9#+Q$$NqUfA0#tS49(ZYzC>fbzyj+4Iy?{9>3+5c3MmdjGk5IVtUPwi`cp zWrsEmO*sNn$m)YnYoF@SgF#L{Au^ieP$|;RFbF(`2ST%+YIbXpk0+GAyPIs zzRw&RL6c9VHKOlEQl>E!9AWjPzT*O8tjOgF2SNI?I28Y437PMlxx`4OYt)+_ML4d_ zlC^3;#K+3VGrF809FM)uo%Ks|3O}O&KC_`3Rm!346t7f7Q8&fT&EA*&W!GqK23&Ub z8OQWuVOm=a45`XTIg-M>WJb^d`g`l(DSmV80lCUxI*_3$i0;bbm2?8AESvl2i#G&e zmjZ>zqHG7WgaIss78^t<)KQQ+JatZJ-M*(W>Xta(t-!mhh4BH+7d@Vj)qs(c`3uJNHqy!$PFam<3I zagi2<;-ZFInw-)k_(W?2%vEHVl+3 z1Al_I#`EICYl!_H8gB`%GuQ!GLWlIapgu%?BBZuK4%hGoRQxyGbTLQlCzC+m6**e~ z>*1%}!*F1H!G#V-4!RR0vuvFNCL`?@kcH*mj|*qR0RbI|W9wNMkv` zCe=zV#=XM>3>)0~5QuL=xbRpTpf*}q_)Z4QFfQEn7JU0L3$lkd$SLu4rfcg%$oC-6 z7aWt*9(mUsRCZWAvg_t_0YA95Uz9xMs92DT$u`Hp14Van*lrSbJX3IAd%8~=0;_P*P zlZ#FuqgWvvf9WUs@D(0{VC|pf0N!P1V3C5OY-IGlmqB&kHQ4<8y3d=AL)~A2fj-te zK=p9hkqC<;fQun?Jvwq4_G{hvCVau^KUT*^{#J@+vuQ7JG7hIK>YWE|(wzyqjO@RB zm*BH~dc4ts?g&=)nS+)T02k{OdA(A$D}EN%Dd4s48l}P?$xCr|eiQi5hWJm69_ilc z@F?|Z>kCfnt$-(jm{& zvi+V5!#Yx7o5}8fa3ca&Qq$~6%RnjN#O7xB4cN=p=1RS3k*zey1?Xlq zQ_J7Xd(s3q{J=dCb=Rf~!7DSQwAvI8;<5dFMTWJ)%y=rkI@hJF7R1V${;7*^U7|&M zmR_ARZ_qp(+GIJ}#~I>UE8(F1Bzl`x0CIP!0fMbie9kK@2{|2s(OZ zs_PVpV}+OjDW_WRi%^_>2jJ!H=+jHkisR|eO~s! zR@D+hOLh7LR6;T~VnKaEB)&o7S&SxV|4-$bXa_6uf<<<8Ky1DtHjk{=6rUh!0Y{Ve z(iCLEr$4U^=F(gGHn+cXuResuYV5+OU*OTv zyI8$N&t^PR$r3HkAaP$&6Cq-1?`f1T6#l-2J@QpP;@o`(pE(#rR%o?w-QE` zYcm6XzlHR(912qm`ozY8UK|%Fpt0l_n0Ghi{9#+75z4GWjzV>CV`;;p0FRBLe>`Ue ziLFPtoz}r)Q=FVwVH?=5&S%s4Z*$#!7rdFuBk_`3(wUAID>uM;FMPw5Bbp2CGr-(q zHrT_WbSS2JAGn=S)owLO>=WY+BTFhkCn}cZlLv`gb#9->C1AfiWHt_(*jXq< z2zWZptqQiWeDqXZ`&%Cg)uH(~0t9q3bDu4q=4PLF^A7E%g!;(Bdj05}{mg}dU}D6( zkxL(VA9c10{2Y+&gI_MvJz21EGTbh_v>}P)sSV>7U9@ztf&^IP&f(SqiqKhk8Dks* zrp!5sNgAB1hg(*)d`kFpr>Rf^vGklI!|zU_t>8@4CD{O%W1nG(1yAS_*ugFiDx(Pc z+E%#Tj_mx%RkIYVhNHjfcUCL>M&0n(BPti90mmoc@}|yDKf3|I<+v;W?l1TL+Hqmb zhWpVqqJClod0nE)Tn_Df;iwprr-ikE4z$>+`?r{H|bV6hwP7E>%GI4-v{g3M{{rZt%%4x9sp?5ryEXH*YM9iqy zd*ZlRi-~G5U;^w|!SW$-M_>D+TwnOeW~;fwuKn5W6sh#JM)~_TGh}XORFZu*e39eM&={=lN)zcdj0PHJf>U7AKkX z`-X<)lg{T+n}{?vffDIYJ+ED}sD>|8lFVt?5e?a*xRW^NDFR&79l7y2#`{ITurD*X+iar;=AD@sLqx3a z`pcS?&}OZIB~ZBLGqrVf+)cqNAqwT|<-Xa>qSJGn8o=)k-NB0VS^zHAZc6vSw2M%P z2#7b(AY^`4F}^--B)ZtI-#@_?(N2;J>dig7RjJ7?uY@pFQ4Xr9Z2*yVB>$;*v@lp2 zQEHD*(2pn$`|+;Z>6mkRE&?}CwE3NNCWO$jb{UX2;56o0rx4DqOqrnnz>h6xwA)pDiR6@OIypaoQ;HrKAg2T zfllKY`F8A!h;A7@-!GFk-AF{o5i#xgIgSM~spN48#esTt5{E&KN4xwvco}#FPWjnk z{v-aD5jE%YSXO2(w4E%qkLVvTV`}mihoPl+0StN1!7n8JaF*wja;||H?Y-OreW4L` z6VK1{TB3puaeD=s9>rsXuTQZ%<%32OMXxwKoVy{QjLct$X~VVM;fmGNNcLLKc{nIJ zjkCR4-`VIkAyu@R2nV-CQ!B#-kDHV5e@Y`dAMe?Op?=>Nus6X#0Ck%?<3y$~3+b5% zdmjohDh+j3y|kp1f3VsDQQ}@^n=`(okTj)j6loSPV?Fc|uPSAkIym##yg&xP{6tC%ZjjlKb2`fGLs$AHPu^~YoY)Qg2^ z`;>pk;RtF%P3$us#z>aRI1!<5+E5P@iB#}W*IhZyrMCgX+W;+8`DROyw?aL>53M9Y;h@BZSYUU-YI^k zia6j~1cv0S*s&nOv8V>**B6T%R9NA^#Kl$GIu~;N_hTZYa|UqJySQTuT?{IctP8y;exqbkGQ4JE1RsZtCi7rJQSc2 z@lVh)e1c^X-nv*nOsazB-yOXyWmcqo`tyZ06SbC2EvwW)Ey|5jVDjie!bKsUx)hMV zP#^cdp$7Dp;r;S?)WzU?ctqZ-iEVSNj+YI44*StvI{0#d+2`ArqSh9aAW;A9`tO`R zM+9qj(33u>($UQLpr`BX!1{^#^KLeja&D})R?6ly3pL58CXvRKCM<-8m%=^%gci5$ zZUM?m0fV3b{O6zv99RACoByfU{$1THZ2#ds=*=80jG5?}nUrOe^_UnKIT@H3S(F(W zm>HS=8JV!_v2!xBaB%3c>v1q}uyC-`|8Go)|Be|Xfh$B;2>>wu?=<~?$NaxG{;z*F zbj}v0-W^Ky<^!!Z9oAc|Hvfth{lDtkqcj@s_uKaiA_c7*0 zFZ74}>Gvi33widJYwEL4{Q^JeXO0s9;N*8#>MrgeP#?hmmvM#<4kq+HPx}~uEff$K z;mat^Pa7W$#Q!xe>xcPVkMOJR`N!_)ms*+w!2ch^BIy?l<{lWp`4SMI`Ryw!1NN>D z>dvp`SBV7Z*Y5YXj#mO{;Flw)AaegV7ZLyf4gla`@BP<>ApV1)`S(g_IV=D;AJAXm zi#(1L%>O;E>oedhP6??hiW=Fz9$_B2ymB1LeRC@ViGg{-<2P>^+rKd52b-UGAJxCn zmVurX#ym)@>Cg=OZ6{`t_(5&zi6szrW+1Mw3e|-nM-9ys2@cHRDAU(zW;eb{In@}B zO`FA=G1)b#aY3R<^|fWV$o`YA+!9ZfD9CgL2igne#d`BZF)) zSyG)D^Y_X+fyvEt+#JjQo@_unBs8dh3WM6n?tHF)VW5MgFCZO_=;wnIlTCC4#20JI_A!Ipkajj~s6AYdtSncJb|y zzb(c`b;$1HP1sxh$g@`XcgfNpe|F%j+exNwJrn~rczxsb(47qVrz$`k%0Mj{xi`x6 zzDd>vYNnH&`~;$=Hr|f@Tpkm2GMcs&J@UDyveK0qoY}*QNSbuxD3C;0 zLbKYhO+gW=im*s8lfHZFxWUK!V+BI!B8R8O-owyyu8Ydtpn`+F-*Y>$JxIcNemKfr zg`o6!@dVG|Dl&hiLzOl=jp-`SxjB(hy}^`l>DTQ67^xA z@|Tcb_ZE+=0Vzw0PFy}p{pl3Su03`Q9NwKbfJ0f=%>uYFxvJlT@{u9#xI>mGn~Y6@QY?@Ak#+34nhLelg=3FtCHU$l;I3 zS2@}C;itbvq_8CaT`W@MV*vX`1#&@kjo~bT^~+wu9Us;`$prg8DfuA=57-rv{_BRh zBVJ$W?SdZf2*0&iuH<+pJ9Coh_zwk6U~3{tJ5QMFtABQi$4^Hy1+m>JICVw$&6}zn z*J{-=^DKMI{&g$+NfD?P@CsIg=*dd0Ho3( z+}vA74ofRO>UO{tTxe=&oHLI$HG{;(lltY9V21P-Q?OyY&~PuRmsWhmieicv>S>91 zi{G}=mg8&~eB}VWEz)E(*lg$29L~9zgxU27W;I_vhB%`I*^)T!5Kncl9JS2Y0JMNmKooT<{;{{?%+W(iU9#7Wo40I|xoTX9N__N6 z+$2*2wYY+CWX$Y4gw8$7%fL4F1t~}fP%WacL)9J*SB=BEZP3G;-{8hT9L4+-8~I@r zgs2eBR5oKofD-YaQB;2g$E6Wa4U)KENyY!8SGdp|>%(BY0tawQt z#Ee~LUDVrwlIqHe0OAdWcZb13J|8AnB@0|d=NXp;vMYO1sXYe>*%<3t@=i=&HI1T0 z2B?E(*jE2e)}$ZM|8c9=LcZ;?5V%>b!pgys=^E>09l;cE)g4jxBh(j|6chwD9XtDi z(2YlCn6Expm~WJ|=nn!I#v;r`va}*@jrry!DmW*T&eDBLa|M!oAg%a$xwW)uo64FV z4UPf}zid~9GC@eklUYo)n;IQHT56xIq(2Kt>(w5UJj2+32iLK(k-8Dm`OX^aElt8c# zJYbt#FVVV-y~7pkQ@|0PqmTPBKzaHfo?rn+xO&M?RgmGjgquqB$niAKs)TCHR|hZ9 zSqF24#(`6a=~a_!If3_^+#MaIES_)b=MhUJ<~-_WPv6{stNrI`0(!w<(?Vu zy-@)RhMbo4G%Ija&8SW6`pA zQkSA=MXOiwfW29uH**I;kc%^x-r*@~mvt&MQga1RTE>PyOVyEodfV?KJH<42TJAZ3 zyO0bK&#T)HHlHi%c88CsU;jQg2-OY~8UO4PJ{)SCs0otOStf9^Y|LoCVaREF0Z zWY+{d+&LaVal1Lc)}PaQa=|;u`Jzt*EYXp&%?}`Sk02nEW z#VRI(jYU1rw`&bU3z0%Z!#6091}ZG_<9DS+jV>|ysTRF6n$Dukf3Z;vQb5tk;Q{CC z%ZFPtttKast?h9qwI~}Qdk9LL3qk;11Xu^CT~J+y+YXVRO2yWxF|ip`aqcSfE)b`_ ziCJftZL55Fkfr=1$S5yOP}VAh!r%0|&4@Kh4JG5Ab;%-Zq;`n?ATopsk5)Lx;agI9 z5$|c)ke6NnD2sZSyt}cbCz>FWj6d#Q2%5`&3nM&xl@$!8;!xXMz7Zh~Q`02nE(myF zBGEAE2eGmgWc9?=q8FbIWOu#vn#0?-B7K$XLb40UiNku`%i(Z^EpzaERE%xae!Mx; z;9glh+k50rYr*2%Gc?B@9AVuK(fKBg{+vij}@i~z>! zONCRjsXZ8?u@Og1U8gaZ^-?|E%x`s6KRMs5Cmn79R0NYYDlHL@E|%jOq2pi+JYzNR zG0}h;8CSa-*+|1mw{U4K{SV3VP*%*$=%n6mn3x!azJ&w3+5PAgQtbRiu7;E;mY4kI z9kLkk?jZw;fD>Wc?f7i?P6-J5Xxx8r2UR3mNF;-=QZcKEm%rZ z2Y!DJS%}}cZe{F{Dk1xaCDuQaFPTyGBe8*5fh1D68_sfegkXw`YcU5-kAaRv>>)ik znbs>UpQ<*aQrSBf^K7#b1x~*|L+%0F3K^lIWUuHO`lW#9xTTVHo$}wYnsK`IA&gRfuoygbe3WK>S{7mZr-NNyi(9 zWH4c(86*?)4-Jg9@YkWPu;~GTc9vEQNbfvS(n*Q?>7eY2=ZgnA3AQg^L0+wIbC7UIaMFSaR=6(Fs4Oq_U^={Q^8Obg{uXnply>UpoK0Yc%TbR0F z1WT~PFZG$W&&of(BGV$aBr4RTWX~q9WaW2*lhQ2GB$y|Yqv|Q=jn*^4D5~x6Kkq{~ zhM36@AG=s1YA1AFB$ccK?O_83K9!|4`qiZ!XsSF5exmsXDYW}S3bJgf)Ij*;^w`J- zIyCg=V;6rF(cyLxU68lD>VD+U1lV6RGVp$a2LMVnFz?hhFusV@#23#~H3U{g0DS@9 zbHIq+ciL>y*mSc`xnl!r()dtTnE98iH2DRuf}t*cUoz;gdhqI9`rDvS6S#WX_5D2jh~D(r9vOj3IAtw0Ry zgL)sLj<`K?Gt2i!XPp;s3Op@_eDIQ|MN;-PEVtB`%w?S$q#%Zqp;bufCUn{3dz7{w zTqkj$Xug#boD-v8xNOx_@A@Gw1{9oYniXY)F)pWoxh8Ga>DCZuqX%d{AL9OFuRaOL*DkQI%#rcX33yZ#{4;Pz2 zP@AR`TqYZSgfB;UPnd=q@9}=78l$ubhg-H#&OJONe)Vo$RNQfLs^Y8*Uq@zt~U6PE3^0dG)Os@eB)+qZS1Q zQeHut=cEmsQ~#YrP2gEU$fdY9F-xAd$Ph3l30EgRbpua7w)KqB?$e@w4VTt5_aw6* zc5JKWo=s+snIEE=V^M+j?$Sds)*wB`zYe!q$}Vr3%uNzaRaAn*;*Q@0CIesJL;LGZ zcj-TXY00}DDBl?HCZ-GviUFE0i{y48K>2q?GTrhb^J(-dN;6}ysT%(#@+U0KUez%H zp({Huru3c&h04(6G2o7xoLiE=j^);bQOh3aNE z)TEu!$?+dbjFj{c8CEaJ!B3%B)vixx8}mC4)r(z!?8=c*Ee0ucBA+0UkK94Il*x}Jc5Wr_y|4lTlkZPzCMj) zivC(j+=LWv+kDv6kPJ__dsAd@@o!F3kWH4~sn{AKGi2_))^Y#FSd!L~<}_j#I;$0i zdBrN3Pw&|NejPD9w1Dhp0L+SE@9V#}UE{>;N$VlBIZoLJQVAA{awCG8?FHdWm68;7QzK=*Te8FbSD8n~TZn&PAj*ZB_V``7D+q$Vtd|w$ z2h!6rRtx)9thoPzG$IXP7#P{W^?zL^J0bdfFah>nN$MO_!!!Lghlb1{kJK4p#U@OGn9!NV7G5 zcu>sCRJ4e@QOroLV~~T4*uBua*K(QC^>n@qXw^nrP%jH0PD8~@IIZZG&& z+SzM)57j-t5Sf$m8?jKcYdPal@4vlr1KO8GK7CD}EM4Y>GEK&) zHBW4Bgf|ueibwnUQb^qZ^b8?ewsATElgQqfuY>KtEwL9x+z~Ff<6ese_rXvR$c}LB z!QdG@CaZ6#^p=0Z(sy;hmXV3`Vko9N4sFe-(B z9ui)6&dcdc=d@fvPl{Vz4IZSf?k7fx{OjY1>`R$RdLQIe|9vrTD_YMEuvh)U6KScw z1uj;%&V1uZQmZvB>KD5t4tf1bV2hskS1a{2_)N+*{;MumI=1Y<;CJ_{wn1?CgF7Bz zmr!0Y(?qt*NmGCn#1b%h7@AMyS3d4`xR!tygiOha@?R^RdcX1$Q6L)S_U$#JNC;<=WB z{d+ws6KC6)G)lxSfQP7yl+E2VLOxdI&<^Sta&-d!Y8)uRZktZIfw3p^{}frQni@oU zsw$UoJK{rtH>9q!; z0z0gT5ddkwl0tP}JV-`k)y|VPLNJ0AdGvM09FEbn--o5gW2}hsK4Wj&6AZAUiLLw( zK+Rr=bBeh{5b;PQ5n~-Ae!4_EZdG~k`=zsJmvP3_-Bp!I5*gMfb28qYa|HV>7z2PkCjNwy=f=qwz zp1kz@F0Zh=@UXs&<4#Je5MVz(f|tRglLp4%A;yW}QHv|(52g`M7TV7TlAm|nj^NnS z85un*zPmLqTHdW+Via845*qFWS1i2~3IuM<`h@4&n4Jt%>AwW@N-MmEJiVC%#5oH+ zqu>AeAgek^6qXC+OxxwUdh+1WG5O!a_WrQtRT~*n!US`-yk{Q_A%M9{W{Ujo%vf() zwWM#EO1e;%RYYwVgGW10cvZ^m7Fp{H4yg%TuhctccpIhrLqrJGmed2!@ax#piBcaj zq&AeMryTUa18_!by^MT}gU$JaZE8rRPy!rh0n@brIfGRaK-ti<>Vap0td8r-kNT(@f_?>JcKIKnjSF*gPXL9bP@q}=>+u2yE$taxS%1&- z$Hqdpf$eMT6%<_I()mHaWw4&CKNsk^1nH;J5S?)Yc@5F~J-GjwO?2PXBn3G8bidp; zZ-MXNp({DVsGRrmWbzAM4HreV(W`Kg-qBc;tje~&U<-7RQFw($=eMM2HEq%mKj2JzT0C_r5?z{4QH!I=8%2kuz|IIDjtrDl|OsY zu;t1lOr!7Puw)O93aSvO_C4nhM|&M?B(Nep%w0uNfB96_C!SBJ1Kyj}Dv>WaapBf5T=z z2QVHe(cSX4$MXoKw*3QETj5e=o6Ae4?}~_AKgeQ$SPOZ@dDv*jJimpxfY~K3;hINo z*NMz$TB+9vRf|Fm!teNre z8jkJ)sq(Dw{3E$k03`Z_&&YCGc8$orqr+i-G!bch%RQ=VPD^2(JN@m^Lb_BsU^jsz z&qw_(%I`OU=DYl5b<6!a0u{y?=OdH&HPR@83>RkE>D~N||~+E+AB5H66ZMx zn5WR#&=`B`^y4iqV(wKGo~b`7`6AepI2!X!$>g0#qm#8uR6$Vw2nUOeIpLQ1cawu0 zxmQ#7GbJ#5wdjiDlKHIMUjy`TY_+jN?>GW;4BzrwMR`*!OoxEL`AwG75jkq!8JO5$ zU1b2V&ebjauSziW121`p}KP&k%RUEE%YnoNy0i?+DUIazG za`!CoewJ3{6dYv>{odhR>V0dR^Y2Um`ofwmC=5=(ngLXf%r=3B@KTahcf9eQNJ-W- zfNJBmUrA&_u`A@+3Pj@bZf%n9>Qv4B^-vQQkiS!+V@#2C{eT)i@OXr7bRf_Q!)ca5 znxmif-p;@qxUKuee|)^#P|M(OljfqylpYafcGX5#QxN2a&=JKgeE#(JO*dM0Ja4rH z;@lk4m5_+)(2obG&ud(OmZ~!b-f*L%xJfqk^j*zRa=PYE@h+qep~&VI6#hg?A@vj@ zME?L#Lgb7Z)8_J%cMx)a5TAmO$k#@ee|wpPpJ^X3akWm6uCr$dw3Wnayt%>%99T1z z#rMZ2@lzp*|9}ERQR^kZ*}pxRFIDeVDDD7cg zb~YBSzl98HRdI&o8BQK1+qmWs-Uci4{-IK6IS7dNlE z?CfyFSk+hOFkjZ)Lm_V32t2=aLqp5?+J#KJ9qYmDtgPDV;MjD#HOSY50AgdgysvA1 z%*-jC+5|Gxj`~cH?6A|8x(B}HA{Eo&H09&RtQZ0Qq3yl9E@n{%Ruw)KxEUm|US1xu#bqCU@I<4Iw;nu$#UiPS{%1LUB&Xs>UyLHKs7QL%NhY2%}-2HJj(9(&3?!A4bB zW6ceKKJgw`OUfEO6sZ0^Gsui!Mo6-v<5_Fy$+;7=Tap_IF#V$Ig}{IJJg&9)^scej#!Tm*g1Rzm^yU-&_7_JwVynCMW3QU>DfD z9S6^|yV~7F^oo?l6!YX%xLfpay!z-!+tFUKtEqp>BbEK|$b${+`b~ee-a1&TJLB8s z;hZwRpmNW+uL#f|7u)69f41PAWPK3qwuf44d$j_-+AvwQkUm^;3}4}-IlPZv0fty@ zyRSDeq4cPfyWaxIB`UAxq~gYdD*5K44}P!1DzDk0IiGT?gy!rXmbfX}hqH%3zny@& z%gK`6HlP4nLUj}C zGh6zb9D&>rL9Kc?F1>yo-Iaa>7CYdOn@aj^|1(1QZ?g$F`V*eiz=s{dv(>mgr1B|6 zQaX1nh!0~+bOx8+wcHtZ)xwWu8CvmE4sc+j`v4}MrC9Gd4j%}! zidrl*&8^83V$xoUMbb$x6*g@JzkvPEmE_+e_$S@Y{AYIVX8rU-0^~;!PV!BvOpq69~2oe!4 zj|@wt_w+05*-mF1`}>O53>JlgO`2b2eGUzy?1wypx#NBOE0(STaCc;Vd>@*2+%9U7 zTz@sbl$e5=6PHuR7|;&YMonAf2jRDQ*8(8zR{~ZPu^rQoDK_{nnp0+=JY>cHj?f^( zS%#a;#e!k2XklyUIOc6O#SM=~%zlz6Gd3gSwN1v2oAS)0mBbAQ+~GPrUSXlx_0ez# zypZ}QI#4PTS5*P45=1#gBHmoXP4xv2{03qh{97e*N4PJD>2gUi@3Wye1h#5iCxyU?heT@T)irO^FK^cpxw>;}84Lb0#XXuRG)!ZI?Ia zWn%!Fh?Ar6#s1J~^5L*ur-G_^T=F7<7m!@_6hs}`hRoJdViGmpPH`G+_=}&S%`>F+@aBfF;c#gB{ z97Qy6i{h5pR8>bmdi0I-A`Ip4HyTK8Y}^u;hQl~nbOeht)IlgeWoH88sFr9amaE`mReGcZc4R5&p~mLFo2Q$IHDVmB{p06uw6`Y#4@?Nf#6_OcH+MkDF`6_) zIeK@8fbIkULcEBEW*qP{SIp=~INIo6Ak^=RDNaY9k>;sO+6EpY^67j(sl1+}Okvd6 zNMaq>2)keDgQ?VSSE578NV9w1vwx0UB+6J>tB9K4uTo8mS47GZ+ZY;K=s2I5`%H^1b#G3%LwzZrz`VYL|3yAP%vf60tGW%9mE~W<6a{0VW zpd88;Yexg|6NogsvnyvLic+!pHh|nl(z9vBpln0_%q~y8*Fxlj3Re z829~1vpQZ=-~*R9ati*LK{%coY(7RoU?zh%2~$yPaj~H}A`4mTVw(N}aRcS=7(>#V z&l+TQAr8!Na-@=?oTi}-a2OWJbl#CCt&z+@GuRP^=eWf$I^?OOYfqIPq3-)L><@0I z##!8)ClM)jZ_Y%m9U%>Yi-Eq>#;z3<>gl@vfj*FW!9Zi{*k4@Srn@qVk;?^|x>Tn{eg( z{;7s3T&#>gTB1ZrjnymZ?fTQ3>$nhn`7g6htXwM$O@NDJ>K@Y3{S%RPhWL7BssI~| z4$$MxC}#!I3up_sr-%V2L*SfiIM?j&X*oeixGvPeaDtyc%Ub$~Y`~XB!5QYs1<_va z3sEgV_XRCC1($u+7G&S1gJl~G7PakUJEza&yMC-iM0b#u+_9DnO)P**Ypdw_9yF`tr#1dyT6I!0W zl`3d@I^yeXk0vMV?xmowOs7o1!hZokK)=7>B_nQVedJSNy3|ottdX;yq*Z};S9aBv zFS;of1kKjXLgPBf5Z@hKJ}4eH4ePN)IdsP?bl3Un6gn50*nTpPCdf0pywQF*A~q+R zhm1b;TK!^)#$>yRWv{T8+|)1pFvURG?`|(Z=-zEOcJzV(m~&z4yz|3#Yv`9TD>;{v z)p!b8pt=2#(JO~9aqC-A)U4dwR}NY4#~d9>RjNPWL>v6pMc2*m_eVSNa~r3^#6qn! zcB7AH@j5Xh*g{u}(8nZgAj8Vtiz{#K6}ri_Rts2*p)Zc94JZKWTVeYf1K!`fnJmuBDV7Ezbb3*N-!(fPJ#a-q zCBzC${w2qctrX^XEa1H{Dq6^8wM#?@KK-yIDjdS27e&KL~dQD`5CendTE?GiiVOwKIC?v(}{2nmV1g7^>fa_ES#6-CTE_Eh$7)Yzv-Vq_# zuB_IPnBuSELfKl5uL?=6k!bg_)$?IG{-G!<@)1}};|c`Cz}L*}Gn6YjdlH0ESe~?V zFp!PWONdX&1}6B(7>JUX2E5HTS76joJjO33S6Cc68tP6c_9We}{*dCYJhquLS&RVA zB{YZHyMJ=fb0+0qag$^7WeYnazLL79ixZ4;luBZ;Ha0leW7!nQ9@uH4rJk@XQtR=>FL>f){@g zp~q!oi!Qh25`3=otJ3Z{e_Z>kYHE4Z;p!hxX!6YH7N?z15S=pCz0u6+lVQo9$XYkZ zE(*vaHpQMe;4qC24QE+Ppqu7-C|&%~KSqmPFr!H4c0)w(sWCPWxl|H5%CKKr6lW+V|0>_AxNf z|AFfd)2QB3mDWY_7FQSeu9QltWeUOi-o>{$_FimWk9CbNpSwR|(7c;B*SJYMShXt< zZhhv6DGgqdfOxYy&`gSY1Do9zpkE#{0`r7dGndRy1~m$``x6rh%V|AU`^})=js41!=GlQ^^g-C^CJ&FE-ARI*MV#oB<(D34lI{VGH->` z*Kt=h4gWf$*!4d1qYIZ-n!$i0LT_y`MI@wyZTz(25AYZ(T`H7m+(Nq@gis%iWb+c z)0Cxm5yTy<3abb9^^w!?BNfC$qsOZ(uX5DOaU3gNqcZ00x-KBQZk4+9S}!Q{yz1jz z_gg|_7OgYX95F>w-)H)FOZ3X?*ba2P>sOtMsQA5<;+-qQ z>Y1b~%Q#Mi)F5;swPz{D(uj_*5D0EKCC=?@AJ|p2#cwQ|h|ioLHDh#bYo2H4)s&Ir zao?o903<65b~do=l%42UMVoM)?#vJXJsJAxc^eKR;G)^0T2bAJnq67R5hZUth#Q&) zzvd1lUxr8FjV~V4ddy|+sEoaUUGU%)rA-~F0QuthT5Z~d50b@u%~D*r?}5K(GU(gr z7|#K93M$eTe7peS)4ld9C8C1eta=*Xwpu4zNQttT5@1U=hXlJS{-^Cj22fO~tn`L+D&wCHUcQMFJ9x|{GcNeAT0wctG<2S4w@;D3O z8!3$pffW&PVVFxT8QAJs^1TA71aoL|KMC5x`6X&Gv8eK~P|)dFY|!NgcVN}{Ifk&O zUy<*&))3ukirvX7)XH^())syWE#^9N<>OXFCdPZ%Y!Z}zs;6$7aH2J3FZiHR7z!v zIM2N_NK%&=fHwMnL?pIPm*Ir3%MOgrpXaVM+n6PXmu$*CYq^ zEGr!&!u(AvMwJ88OsaG4?3`(^AZfH>2BAad(#30;rM%c#Rlbng0+SE}YU4HF?N>&N zYiuTuT%J{63=&dMY-K2n4#EkcvV9kEev*G#Azk&Kev1u)O3ak=!iDU$&u1^JSW+Y` zZ?v2d=8KWqQ5Tx1VGrOJ0FsoT(FjFkmBGsg#-2%GV6d`WDEvw1&+#l1tC=LAR9PVO zFFjUWr6q{|;4R~W)?|2jgr5M)!Kowz)Wca~VtLR43hT0#5*$Qx?V3@ChR$Rh#VO^m zM~{*yBd{QfKg}yz8umw-Yv*0JI`*q4)axFtsq;G*X)!@;r@+OTCjiqP^~QMszWXgG z=X;RWBU$Q=bVD6IgF2+I__hE5$JZw_ZS|_fVa>qYG{|3nLZdaLQ=3m{&}g1Vzv!_Zz;W_I=)|)*C@; z!Bc};T}%l7ORI*#^m_As2)g#woP&0AERSgn3l%`#GBpTvYYak(IijWv)kDTwD|%0R zRiz*e7gD&oH6yn(hU;fTUgi*Wa69SD1|hp{savc(tIlkY*O00)yO!0pEODkgZB;$K z!sN5^G_D`3m7;^w=@g$5buCJd`$<0O&CIhQz^_G*GxLLwgnl53gt1tL-Plk{0O*>l?rW^8E@E{@EpiOAgT)&%8HI zok!YVyU3j0X#3#qh4K^JN2E6N^>$M3_k9GlWKeU4!+gtLeJ5@0;jjm&>1#}_S)|8r zw|K6Rf^xj9RF3>MRzx{g!Y-PffqqU6&fC_34$N8@`jFc2WS=82f08vNIwudB^x zHQ*2bq}60im^X7p3!K;`mNx~|aKh9R4UxJ^|C$Z?hy^9c1VgP4>*!zxo6#`axzgAs zQrHH151f0VruE(ZxemolD_SkHCq2WtuQnPG6ZUNVNdL>E9p)9ebZ(IKDqEX7FM;K6 zIE8Gcw>+XpOAbP2582V(P&SCNxqv{J@(szC40{08Zm8#aE@EjT)m`$XE#KO{QVqwJ z`F2N-O-Mz9DU!(P?5hKJTz7YW@57%=ii7*fg64hxZ0<4rIg~?QWFT`TRlo*gz2IFU zrdo?Q(YM2#5jhm6ThNq1U=|k@WN$wndNY)gE=~2e>~FAc=5m!CrPd@|M!qq7j{Kzs zD^2~B9N)EdtMjNN%Zz}zdy?PW18X4eE(1Nzt1IUF*JT|}0aZx)M zQN3#9?%`Aj4=(b&(o#{qH5E{A&c74jd!#_Y&;EF@t#;tZX3rAZy^&qe%&}wZ`xjux zb8dHw;0UED`c)>%#dYUNp=IdFu_BU-SZp{m9! zWa@k>_wcM~1gEa9i%+0AYJY}hkE5EeT8=r@)S2@FerMUv+FTbxNZRJ>WRBQpXUc(u zQ@!}haG(|s1SvIOB^i?0ujpa3{I{K&r19V#90u~Zp4`L@f;=nsO&xD22BxMq;3_>i z?&5n7Kjk-t1UnK83yqwrZS;e5q42vY=GxDZ3g$Iw)-TqepV1Ky5H;Fe_)&I~%S>60 zTSFjK-UAwMO1`^r^s}G-rs0fpr7^h1cHcXT9CacKufX0qM5{cO)imHpM&j}sL0gS` z+X@k7f3Sjr!l3EVpm0dfDC+=wt z9&qhaZHSBTa*NwgTDaPsv*vPQ|COaU)8Yzh3oDG-2V9U5dS|@ixZ)u@ij?xvULwaesT_(&vYNWqJIvTL<{1D}Y7~ zUxUD$spc~8>caazO4^eZs$h;&_0gx%@@!3)e7I>4exuT)?b)c|CS%YT(0ukrn}bwTWbp3*#K9 zV%2Sk=wY-_Vo@T)9t=eEo3R-#R(L8v(J&rLA;8ps=cAiuf+mfZFd;a8pn)~8J-ACK zekSizJ=ar8X{*wcdhmI*s`K)vB!9evJ(5y<>MLFo>q*b(ehfQ3VcO^HNFEW$bxKU2 znOQy?)7fky(i86vk{ho+lR#Lu&1RLe59+5j;UIB__s>Srr|ZjWUv|>@`T9CSe(O(O z949`+mp>>fo)zp1uwqsx3>)R&sxKgTt5Ekw&&(sCGhX_rw7=r#Cl^r%`P_{99aFev ze?B`V{+#LRyyLGaNqB}3(YWfD01o!qKRGH9F?9N43NydowVP|eh#y|HJOI<@9c!Y5 z`5XqDN?=sNX9SbCa$tPjv9gB_&hZhW6xCKl#x$mKNcRo%X!)U=GLGp8;4CPf`ff6> zi$5rzUaBC)1Bfb&H#;uDpRPhkN3gJR(UY)p4y}Bs&uzBo=Q*>B3 z{mbGs#zZz`bz!Iba2=TVF^?TEiXYQ$X;Wn0eJ-*ysB#mU6KwSJd_{#({W!N_^T=iAn=HVX9<4icwy~8xYH(5pJe! z7^Ig>)|EU-&72pXa9X&h-J0mYT=gf~)7P zw?_v%Hh3$!1+J1w`?Tvft<|SgR;6bFX7m5Dkf+~LcwiG=|JgBd5 zKm47gNE74d=iiX>{iwSB8BZ7@3oJalUIajpD2Cd(Yq*!^hn!ZD=9^La%MpUd-b?_kMNB zeg_-bCU%&eRlF6vdKju+bfhPh0Fxju8RHSOROzmA>mrhYMe%)g`0-{pwpk@+$%NK9cCWI zMQ$oUr9KR}<}#fV)wgru?DxEJo(?J)7=s);cBNAl%{?jWUqKYP<>u1h01pu= z!{*X102CI;OG+eFZ?u3nF~a@T7^6P;(<0uo3Xubz(O?wkab(at8t7}jk%XMElCNc-(JI!XOaj>i5kh3KZ*^P z<)z{^Wqf!5a}SgEiaJ6&vX|mxsh?w_vF^ywQWBrk(J@l*30Bfh)3RHJ8$+R}a-@qr zuG=p{HrLjI-VB|N$ZICzh&i@S@%>7K+BG>9Z>52)6Co4%5J@@PW@L#OuV(f*iS-BI z&=;s6%bVJr7uUDae+E+HN-ev>Z0w34o{i0KS&`+gTXq6Jg>Bt5@2T^t@>9DuFXz$Z zw$bY(^22p{x+WTIU>OrVqImNV;F%7%KM4X?>o>#YWz5>`33M)*7RI9b9+gQy!D5M< zNHDr%Rh>-wAn^fbdgJjdsLeRkB9);hg6Le~1==1zdz%RbS-c#tUU9bGmy)@zvzzkJg$$@r!*l0%Wb2L5#-bj zb8D>I!Aj+Tci#rQf{Iq%E;jMP69ynoVjHq|E&r>pc2W#UnoCFS=qhEGjLv;b!O4O> zH;^27fY77M1_^N#bZ;n_pk*`QqSbgG1wI6nuMh0)rFt){dj7(=NG=piPfz%z*j^m} z-Z9nJ9lg%iR{{AM^U0BfXC8(E&9;`?cS{fd2OZZBE!nj2 zg@)F-%aI)aWME`$3+{`R04EnA52#64JY3WY`&8@=a+~OOC{gs~suP$ft||f+UbZZ# z;KtV~ch}}Nj<*Cd1;zzHE5pxJ%-LezI|dIxv&=86#YQx4QEiVoHc)qis+fMFf>%zm z6=={Co}HQs$cD;S3d9T&4hm2~dCU!^I_18U?@1ic(|zD-vz(mh=Ry4v$AkkRtckQ3 zpdbH`(Sw>u5u(J*hl!UZmlx7X_VM|jqof`I1fHBHRGSLCf(LMIulWU8xzl!MZ#J!?js%xIJoN;=CkIRAq>tHNb}Po5 z$_iTDrgN9ei4~uJ)zHo!>kUWKJY`ZO3@0OgReF~d4`UL#$&=Y(OH4dQ9sE4_-0T@J z#L3nW7(4*$t1bY(d`!s&gZbn$(4XKz!AUZ1!( z7Kr%}HC@+G3I>*ZRB02wDuwMyU@7?O0CDm4BqZcjqDB4&8igghQmQL->i03^J&hUT zMu6%5LMAEGSzyO@U57jU#;+$|6pb^}nS{l82EVqlGz3c?%6$cV-^gY3tagy@^p54d zkf9uY*|bIK?g3p^3$t14gg^3gpS^;W&~A~L>OllFxlbbhL}&&zYX;q zRFe~d?rPz;8e}4FJ%f^T0_No@LRO1eRKPQs5#5PHTH-OZLQS9mt$1q3=;^HM26%u} znb!82nl_IsTmBb52V~I9O?A?xQ{;}=s2b%c0iC%dci0Wf3v@Jr%bFHzfYKZrt=M{d zo%;grWHHX17^T;)31OCOk+k@amGRyM{t?<5-6z}NjDp9c|0~00Y-be)q5rdxI0Dr+V0O_WV_!kAF-;9|MVo%BNQ}Z^ zEJz9o8%$hToxgPPoLj~tVq3q3C~*Y zc4kVUPj*qY=+?p8R4*`xpR;NE{Gx%%qHb~paTmn%>dSW_#y9tiScT-3Kx@gx>N$O- zzoh)ATpfZ6<=VNog&D7&Z?2z|4M~sW_N2qgPq+zzg{{AFT`$%_npMl#xHyj1{s)m# z{hq`~<3s|xdxKd$Q@EW}cgrXUa(<#MRt_-giV5^6i8ZYjZQ(-Mq5djjp*->-0(pmx z;IpX!!{=SRGe?D%j)yEijJKTPBL}CCYeZws#mLr1xbhdf*4gb;+r?nm-8fO%ZJ0j1 z`}*I7>bRRhX5f9hw`|yVSEIE*<3p)S!nZ!3^!}&4^n!!c#EK2Yn4wFQz*)6NEYG(vMLIUs=!D z1g&BSo`qn37}(wn0r!aIblE#2Y)$d6b~{}HsX0-RlJHy&n$-M*znJz%TFh&wgX?br zn(NSar-z^Q06g)bD<Vj!M@Xv31w3wTpUhQmpfMQ=6R&dX;|Pl?L@V}w=&TUke3t3Uc!lQv!CebSTJx>n>9qh&F{NGgoe{HF zsl?g~)FFp{lAJt83}dA3bo%-xiX}9Y`K*<;R#t+`3T4_=ybCd-A;48g)*KcIiYrpD z29bKxMQVsnt6vA)sjcE`Z>#>@?#_TALYv9nZ~sP27**`h`~Cw(`pTlw?cnPun8zH& zT5K3M*VIbO;1oJ8Zu0pcY42}AX%5MGCo zO`W5md34r1OzJkD8ngEVHu+AJ`3Lz9)z;xA-UXpNUV=Ssu77-5`_1=|i2BFm(-ENb z-UtRR+zyi2(19nR!T!q5Gk6@)$Qhb3ga9s%^>gNu3E;_g<8lL^M(oOz2Qq;D!triiGQpV%BFbo~ zdg^g055Cn6S3WdynSoXx%=b;1*7o=BpfaMrF?G5MAw-NP$7budEqLed)u_E?P~>0LK%@bab;45s5=M^BoRdJ)c0vGRLty78zhXxI&>`UC~IEJJc> zb&vV>!iJpU^y+tU)86g8$iZn`F45N%W4~01(HfBZ=?$OnFF@|bM$ahvDda;vIV`A| zg)A^|7JNCFSAYcWMUC-}Cb|i{>0OTv=8wc89}zJ!q_o-h2Sp8bv=G~5-LF>&` z=_6PbP$e3UYQ*!73NjgHg8OdaGOIq=c3c~(YuQy`MIEkHriG-Tsl=qPw>c?h5Ch$3 zf4!IR4U9}oDwMe~ntyBtWvmf^@gP=GnI4yp?=a8)oHB$c^xk--gX*LKV+TJo=b-&N z{gn2M4R!VxOF{}3gS=$L5~m8w{pZ}CV9G0$*e8s2amr3@*(kkiA;|V>kS;5D(cCc+ z9C#!~RNcF1j*UWX?knGSqIc9J_yGU?`2RI490gc?7Cb<^VJqT||D+eP3>o|w{E@+qfmSX$O6%J)9$>F)7SQ*}ES@pJ z*LDWrI4||0hxZgfrHK1yCK*Ihzoz$BL?%yJoDE1~G}bSQ7U2J^P52Jfk7S|9XTCWl`1R8ySWMo7taTmgK(SPb16n^9{MYH-UrL7R$@JE;P*x<_A$P9B0(9s(FdI=(V%uoK zRLqpMntN`U?kkW9<%a}5<7qbYwC^1izz-fLiAvm{1aL#fs2pbqv^t9fcAEg#5e|Ko zrLz%nMe&l>SvB?}V#Iy2RZ5ud$^F5v^rWAZ`!pPL%UzpP5<2Bap|PIhtJ;}W4!o9$ zm(&s?d9H?$aU{2bOyD{$^KX>52wy5EJp_{*7)-uUP_O$&s)kOdufa4ij;Hv(X={EUK};o2h$B-JB!nA-7Qd30{#} z*U&u0$SIG%#JFas*}HXk6}b&-4fTAzkB-oY!UhQ#w9epz>buQsu}J?fL77&@k39c!$(9xjRX>n+ z*ZKG=C~v>WAPt2UAA@SRM1)u`t(pZY0Jm0EHw9OdY&hF&&VceyH~VmST6$ph8923h z8({{>);v}KM+PuhbALnkQVH!cg<_*Qr-PQps^G?L)vK|IFv(VUc(X;=X0_D-Qo56p z{gEqqg_AoOy$QBe@mK94rg-@)4m$f$7cujt;E4w*AB%gQ!RMNr(cikE$JkI2uwj9v z$uI_RbnJ0ooKP~WIx+E(CZbAv7DP%!mX)Xl4CPwWkF@NSa=mosTe}4}NTtsRE0U2G zFmF+2j1T}#%KjC{Q|%0j(Y^GKb=CrLZ^^ew3dJCvTabL9jZ_QPO4gjW3HO*KCTMnv znDy2$X zoR;pZH(YCE3`Qq}-7+nodG`j)?+BtpW!Rjjmfe-1`G5#m5tPCgaImLinOhE!L$FGO z3zL^F5%7i3+N&=WwX+>Q8m=q-n8dtQ?Yw{Dod=bX87LJ?)0-J500Rz#edaj4vbv%O z3eJ4bH^_{=EhNDtC;IbE&l3elcE_+mmSY9eMm zFf@yTaTv8h<5+V5$q=p%#F_e>{5<%9&IGQ9n3Ib+uClYrNu*V%_|Z9*_>ms-P^Yk_rE1PX8R$kfI98Zm?l)i5Y|7== z($%BRP=lC11eg4BX~kY7r-rci7X2CrSZ9Ss>UCx5)AgsUh2R`GyG$mnBN zFrZsbQ5+o7rlAh3VBF*`bdf}6-7U5&&n1=Ess6GaQ(4 z8G$zfQ*1sopX9T`w_HwxH9x3TRg{=+))`tI zme|0toQM$Y?FZm|EGv44wZV;QWr9rc^7PvVF35!No6VZ1vpS)A6X4+hAatYH9*^pW z@APB}vLdR9qW=ZbnG48A>^17ubKE+ppn~e=Mv%fF1FYF*`+NcgGG~j>Jqz|wwydT> z?u`}Y=f*Xw-p=#|7e2NvP4=D5SpDFXc2PK5O0o>`biB$>)#6jTE7wY^6`owLWFk+aoMRVeTp|E2PT7-3|;Ii z^2b$Mrdr(!GUNIgIUF>zTIPZwuN}-?tx4V*iE}W`Y_4g@kK6_t;Mano0vuU%tu7FD z7~^^Jbr*wj7~IhDADwDnO(N6ZYY|@qo*!g6)^rshK5a_2hTim=6mo122cDLeliS)6 zwU~p%ioaH+(hGV9)RP~~XN0hBx4ZHI090(<({SEPq5()vzHBqwMlJXxgEkL@`UwI^ z2mkNd(2GxXHL+J9I%^EF<&N8^1;l7?kUQ8qcM{bQ7R;r;?;8a2Ze$zU1}>5<Mit$7qhczq$<#VnBL4(XR)H7FbMLv8=9c9lFc^$uX#fp%*v_-QX`3*+F^@ z3~lbQ8RO+naAUA)-l`|!L&>H8I!dE|tdD_jG$}UY%W?^I;6n1=;cW}`?(^AfKDNCn z&2Msr&(mh-#;3*YVDvbX^4IT#c>EzS9P5-^TM68H%D-gfEId0jJ;AjY(F*#3*M}c3 zx>&Sr{Xz`LztHFyuBl~124sTKzqb{z!SPTv4JeVy8&DJmmANxnxIM}RWB9_zZdeZ} z8G0G8vOM}-r{J~sZTHPGOxwH}yO}lkf-=>XC^|6{pY|(kiM`yFwVZvBm~BVNn$1Eh z$)mQe--^|R6juzIT=s-K@9r>1QxN1z%SKuuNUKCzJp4xTkpdcZ?23yJ6`p)tsuTv`PoW{1NHXd zQ#)t=kq_vsGWP-0MRh^vcMA5lcmUVDN1mwhJ%Duw3{=;N<>1#ecfV;6DYf=u%eL6k zcv%|U&;(EpFx!I)qu6{F2F&`#QO+Xdh;A4>IH0;}m$abmQ0CEX;m;{divg)@KN(GRYf>aS$;IOuJnL%z zt`vbey$pQ~ZloXE`bz1BGfXTRR^BgMBhc{^MA?lF65R#L5zd$ zukarNG?AbL6*Bj{yR!5l2W2Jj9kT^Cs@IJQ#-R5>EAFT5<$iD*fBX)&!cJ7*Sy!8$z%7S zWsd|p)5qqzANu?_f_sS+D%7w)b9qbCubc=^xC0bj`AOcE%{v!VKDc~Uxee`l`N_4?6b7NtNYoakk(sSJP(Q1r&Dr}SpgC>s6WMn_h>Aix?#-G6@7z|X)*3SCKaK%dC|L@)c+Nq5@G_?P z;{HmPyKRwXKbct&LerB0H?>5zMwo=!=2fEB_(_CfeGr=7nSn{?ZIV8**Bp`AJ z?aN3p>_m(+089A$NBGfkiNK18+1)7WzT?lHcR$UR1uXR%pIP!a|66*>0`tRmoe zdfzJ)YvOKQ2bdB0=7<%Sjw0b0C8johvY0b^wi(bz(LH-q(F$r=w?4NXZ&IMn_`@~) zj9nhCfh9igV(dQ?BRhQEc$e)ky`~>Y6{#RPfMc^hX(|WswsL4cbL_6xdc{%WTNyc#7 zqbb=Z$S0g2Fi!(omdDLym49!B08D1I;F=1-%~ol5D~wUT;^<1V8wSL)nK1v6P_pA& zwHO}og2RJ~ETpv}IrGnM(Xs7Y{Kp1z{0qPCit_o=fN&2)}Z>i|waDrVuk6?FUVyH}C zq!|KrA{lZ!oLMXj@0_!1RkE}RNgU#Cj&SZeyh~gmWeV0amAgk0Urt{osp*(?g|l?8 zIP~#5F@LUt6x@I@L2f=IXP@szF(-HqbIgG1_gx|bz`7PWgFX^0 zgCQi#0P0D1iS9w^gX8aqf^fWrmsb4{4}`f|uaD=le}vOyS;Y=TnBCa4DeZ>}U631t z#MhbNwxTY-sBurqXRm03E}u3r=*lko$|Sit%kVRkg;}E|EI=V z@25Rwg)J;d;Bfo`@-_5uDph<1LvT?qD77#B09b+d0QGMx66{%>B5-or z?f^v6eBaI%$$!pd03;}`Rd|zT9x>An4KrdlEmS0A6@&r_$g~#5q&FuR0MTB)sGCss zblDjrP5ur)ao9zrm0rH|Ou=v~n_R}XY6ON6W$T7$1j3ttcQBR%Ka&#Pgk3&?$m!*I zb6A&k1QJs@B`|@TMK91rl+{&QC_)4_bNfTcFZ?8LqQNzA;@awZtw6+o_*kEzd4bXf z6*9UNG*)>bm1F>HS;1o_(|yi;_=M)>PL^$3 zHRbJtIj0kZu5H0?wHMGLInfFNr-iCS{JWIbWBVv^Y#%~5D%GkC`S&^|?+A}YA4~f+ zD)Udt!Dc)pDw`#RtZd#6k!*}�O@t8==S(Yhz2zlwn=f4q->Sd%}L63?EtqAX3yP z4mX}8Vo3s-ehqZh&sfLvYY`|KmRrhSy)}vlKLT`x-DAmwt+ji)8nX-%Z4PNa1lbW& z#3L%@F7hA1!_?PoNbi|o+cSfHgsm+W*9cTj2=?&Wb~7ax=fV_2f~XY=EKZ$&M2Wu8 zv(Fy#K)s5Yk~T{kOBM(kd2q+}&mQD?3h}7m!lTs8nUeUHp-87xk6dWGfD9AZ@oKmp zXOJb{O#OXA(u{Buo7`r$;_iD=(F^Tn{yU?8qkGQPAF5U++tj5XAK`2|Usy(SuuaaF z&OEv%*GM?3Gnf#i#6@u+Vb0*nh~jtfk;bos=&4*ix~-SWtdF%Ot(7_L>Akb?;vC2i zDUJ&kLy=UgJ3?G=v2FBrqewZlt#=7}9VNGocvSmr&zX>a5#RU@d2NC6EyE0cVEi_T zW@D|R<1H8GD(HbaK<4mj_xK#l(>kN=7NWY1%HAaJR_Z^?W--<{hpGax){X)~h=GHE z`@qfF`Zr~ic9jXpD|~oSRHwZ}L!Kn%Aiy33;WT9HQJbxxn^mdYdnOVo0x%D-DOHdP zOI6|f@o-@1!Jp;ZjD3i5)cCBx$R@W5jeBKdKW-A1mdkPC$fCw|2y@@+=6|~kGcNSDPI_@2`4m2*fItqLO{ojZXHsd~d&B8v~TQ+;1BM^?@6Of!&*F==HSa&>N}v{}_1pj@odrE?qe{{y6v zly0=cuRpDsr-Y~|!Qsit(eFJQn9SaHG&}1MWUT7Cb7(wObe4#59$xIg-%MH*O4Uwx5*ve^mreP zbIfVWwq188YrLg-&snoH!&_<1SRzD^gN&`m%y`JXd)L>51aMBxakT)9BXleGagKo3 zgs20T$>*Kh8cxGoMv8e!`ZBw#Bm0G9C7lqcAZN_4*jINE6bPd#&_1OFVSlJ+A6FfI zQT#_t%D9NHgVYSexqN;N>;-bq2LEWPrIgKklp&lY0$SavR-h>Klv;!;myF!X*s4nw zDBQu=0we~RtzwdMACtGIuw}mnx7GSGC~X=(T)(K67_DX8w1q893TM!#B^wlL=rx7O zo&$~yqO()w7}Cg(b6%Q4GM2s*jV2fOZ1Q9$c*Qa&_>A*gm8!>9Rk)!^oF*r1XMI95 zczN3(;qRhg(rFRe(N=_>=rpp**b;L_8#RvIzd~!Hr1mr#owZSlY^%oeUr`*dw*7ci z@en8R?@7M`cX>!JFc^lJFs2g{-kbf>y-#(tp$|e|ZPw4Q4PgGRqONUM@qxr7i!jCU zXSq@M86XBLx&NTD1te1~Nj`8pT&D(zXP+|UBGJ&s*|+1`PMtIG&K_&Y0cLl3kEgLE zkuz0_R|&r}QB^(JmnRfnnT|?d&U%>+J7 z^d`N>#EP6>ACe|s%xCZ41OYlVdSRZr`zVB`xW6J(-C5MX9XhMkdcvDepr7^gr_#zeM<7uC)*K-si0&DRHh$T*g+o&vzVBnlRCT)fv^5;(JNeixY^RUH1IT zaG}_Ns4#P^1C>~)8%@z0{YG-LVSgt4S$bKb_imViL{rezo4G52w8+o~>9S-#sFxGy zNA$fC#WtyvvxMG#3b#oDc{p3!AQms`bxAa^d71Kygzz;9>p1!0wgFd}|w$TDPDe=LhIe z0L|$WVYD{0r;ao*|I0mPV}*jaj0HKlvs{K=(40%(psK@87|C=c{k&rUQb4W0-?v)j zPar-Xv@vo;wj*?Zgo8SLK>aQi=LZ5n6ZIpZHEx3~5cb71w|S>NxNK`Y=a@g!-0G8s zJZ3&FMao(o;@+qHg7n3iR#mpwVFCQ?DrN;4^E;-WA{L#eG7DLMPKeW6zdh(9VIeK%Wrh}*a~>^oWl6~^M20Oc=x zjiq=w(ziVv0nAGysSIE|iY}m#rPH#_KFf)s+uu|UM>j&;V^X-!vMUum`?^$7PcC&c zj4QQ1#s@ASpyoC`d7-j0h2C4@<%hnLN|?{N#$Y{RS#E8#Eq@w_NhOdo@%J%UqxOc3 z9*21i;5x>S+7a2-Jg?lgGbU%6+yyqB?mmrdaI8#M%Xts_PmOUBXr#JP^;OY7tr+i$ zQ1(K2(zFB*Cm^syT6wJzzLfi^OqR;%Qs5;IoF5&i4ku;X&>DM76!gZ|=u{o!^;$1P z8nTt-i`sfjjPFXkqVn~7jaf@hd~5Cu9OheZ{Qw2uI>KS2f}>* zMGlyuBbe`(Qw_Jj6)Y%(Zm}K6aygbRZbTgn0IETQj9BpGTVm%ONRnNKJs4Qr2{OwY zYAc|N^GsfiRqlCNV3-O=UofN?s}2-wYX&wpzb~5O-C|=DJtpl3hd*a|*t31bSo%<+ zD{)aZ6@ibB9zv)isM8Gc0YDn0y+MV*oB^c220cF0W~~#BxXcv(4xJ?;^$i3yw#m@V z-J;PSmoRcB)ithqwOI(}{)Zkn{S8U1e!W%~xPX1rkyNBEvqE^>+;|iAPH+yssaAnP zsy*-gS&W-!afhfwj(>Q@0%j1ASgTS3P|om(@)EnwryOx7#G082{~Ae0za{{Z^-Fk8 z>jS_uS{h6_;;yiMz%kVs4?R7JaY?f%PvENn%$gGUzft@76PR{8ql}(OvRpe#?JK(@GVhv%H7hp1==HUD19S?;$Y0gozmhT!(C}yCDHVj5zvvS$ykD%yTRV%r{0=%@q@{IkWtVEO{Nr80i&P!LM zpc@yo#1eT1P=KgQGM!;pb-u5uvM2rj`{ph`p9+;|53=@-SsEm|kGFeiwk|L1BX6tb znhp#jRObmyB7H~QgqYZ!$8F- zNVu4kxfEDp+%bf zprvP%6ruR_P`C~f7-0VrzKI$_=(OGAM`UkR-GuUM`w-2C*SZx1J?Qq&u5fErSStwK z9HGg~w4E_Ro|A4x3jJ9WX&@Xd75(AZt$W%O_!DZ*UW$_I?!LBv z@FZNUNp}PKd$ndE!f$`_w7&y%YJ4A{YEmV_@mJ)*=HN$oZ-Th?aJSp1v)>(_dkAbW zQ$w->3EeKc^sHK}Xj_d)(UO8Co_BF^z|JV4dx4MBT)AnZT9M#7;yf$jWAm##0R@c$ zq4CHhQPQ%Ru|^j27zfLvc&D!3G(!PfB^*<*{eWFe@;&upaDr_jjy5gHsN0;~beRY{ zP*sn!1@{Lto$Z5ad`eSd+I5B~sY&cS*-avVjZ5+SBcTWuUC2k%uCIY(X)1`!;M-Sg^njsX9v-W@K#TK&T9J(-2mX~BBR@JSt4Xtx;#&HzZ7;qDPu=_)vUqz?Qeg1jV@4S(UXFZs`8e$vrvNnM=RxBkOZ?y?t7;~ zqMHiNy@F`I@Cd`9XOHY^CF)}dY@Bay09WD}dSDr+>U!W@c#VdTsNYPnJV zoF#3R)<85*ZN_0J_^xAdN-yHqf{lstqW{kBm}E-rY0_2UG9;}IkftDTZo-@hA0+UZ z=)3ar#w2t){;_zo^c5EI6LN`1vJn#WD$b!VMjyHV9&`L7Od5fRH~1 z@dk-|dtQB^9oh7-B1i>5mLowS-ih1b_Io2pE)3@@Q8rE*aK^OLnQ@lhR?vzbKN0I1 znev9{6o(qzki&9T`DJ%oa?lGLr%qT^-Pc0tr)ffn=S`$-su{J67qa3q=KQtwu}Lx2 zet_ZJ!VA}#z`e-0w2O6+0oT5t)M+7l!tQLsnu-rnH5o^^j!dc>hy7H#fV0+V za@+(nVh8qG&Il+Cz$w&Xs40c9p&Pw)Nb2JLcMENTyMXm0*PLPtWwc3--RNRr5H4G3 zY+F@L^Yi92-Yta{(4IPcrCQd){ta*_s*xPom=jO2uY$jj@097rIE43Yst@>EQAnQALZGbjve z1;D2s#c#I`8A`7Axh7n>mCHu{XxiIFO+l&$PUwi~rNRN9K*h@r`*nd;c0Ptl@!;i; zD_8V>b%7^@%bL4g>x!0U8Wm7SkLvG<0nJI~@bngp?qJHJ#7-07NCo_$bD&KO5pE#@ zd)OBf|LwDdCeW2!SSo_M8mxu&?4{g`1s+c*0+v&gQ52y-y(2n{mUd6rkIJBrS3Izo zJLG4w=^IFtzk$)n>`xeGQv7_v3Lu79v(l#(vSI%E51q*9ukmd)N0|fu^WqsZZwtwA zlbxC)__LuV^6JE#CJWM(Sz@KE1`_Dpf!mUd-MjT??9XRV^gd^3-mL=)0eA!VD5r(& zOx1UKM8xZY@H~1r-#E&c2L22aC7qB?@}2jOTI}WugE#=4D6y{YIX;o^0TvSlr!06d zv{cV@4#XO6xBgUk7{&)p8+if{KQYQAT{c71Z@bMET~zUW4HC$j>L^r#uPK`lPyW0^ zI&J1>+da;8%I@yZJPJY;BBMt|bTP5n@K|+O1F&Jpo+7IoLqWeuRV0X9C@In(8oVD+ z1H)o>jpw(#Z9HVe32aq*}% z>zCb-s)(=p0}6UKyt#YI_q85Ld`-(j(m7E#-IZze(`4ee3{AO3-yK1kmxCcUq5^|D z6EHBO{vfu!wd>tL*06vpU?qwfImoYVVJlId+Bu{VHD~S7bbfniS5rsMMYjWebiA15 zzw3!?t&RDIZll@Uj8KY9HNOk#-ofXHZHaM4i?6a zaN6@j-j z+!iA?q01_ooS+4reO+)DmK+8ez3@P*#bHUb)EdP<+O9{|uZb(VpD5Rt#C!+A-xwV@ zh5R~o7odZlvRi6W`5;>)S_pG;cbfU;4CiWT*YZ>w(Jr zih=NjQC~X~^1mOuz~Ar$efp8+$B4=ETh;P2OF{x-#9aKSmR2+5NO4qwp)Y)3*e#`~ zQ7)znxqj2`?oy}O^ZBe(3h`t7O&v)e4RJTE00n6we z%ZZ!GASK#zt28MI13No>lf}$;2Y`?(@!q1Aw*uBXjtJ1%he~?RsUGXeIQl|e+5Pd- zqaumq`E3FgoRu4LUmD+9S-eeHSipq7GeV5TcYF=MzwXsX(G4y-Qv^i_3l-{ z#YqK>^3|12lt!%d!~#SUj#kGWxS67W!D9a<1{PqU2}|M^8IDD}4NRHBc7(e4bn}FA zu?Hq@mzAHvXGimYK6OzJ_Dt7&_{622O()F|d2bbpnBcGqafVU`_X=WlKV}-G#rWRo zK13my7}_MY1o^GY1=S{}osd8*RD+EXH3KnZxem>CVA-~uT>7IJR*h2$+5@q=u5M@U z+^O|(Va&VPcrONH%0zn#ONX9c6B+o17AC%)6D>xi=Arsd{~7?o>UrcRK;2dgb{THX z&}>00t6~ScxRanK7%4P>P>FZpLYs?IMG@GtnG}vlN-=rSTdE4*Pvs|zqQDAuSO1oHiJ z=sMER2@qfgs;%N3VVt1%eMd|S~{@n(6^l^qeHf3M9{G5s^ z{X0>CMnBIjr+JDal!*<)TWOlr>1<*PcR_k#RyrM8Dp{tdi0Q- z1m^6PttuiAY0o5krd1hrO`2aNjYle!r^>|Y%U{hJU_5DrwGX~QuDWwTZ@v5JP*pGO zB?o&pUD=_<&`R)G8dd|bFin&cYmC-RR2nyM1EoLgUe;pVIA8NG<@G_{*MN6hhMIJ5 zkn<~DQ4q9)sB=->!toHhK61$T;S}T{NQ<5+0%<6DIpgu4FANpen^tH#4Fi}`Da;37 zdP?JK$GGG-7Ea53L0ev&^y!w7t4hMnWmZm0^-&&`iLAiI>{H|Umr+x%K30w@=r5>Otv&KC-^>z6@3;VFyBhHlRoJ50o(4XPE z+#c*Sg(e1+yQh~NFZbYdKjNhErKK?1LCCfmw3~b;NEZ)I1)~Xs+a#Q= zhpj0%(cA+?`8$iR(}tL<=Srqh58JdnP$rz)Y!LkEYTM%h6bQEZJJ`EYwrR0i{6r?l zXu3=D;TI!AMK^1D1l1sqobNZnY4@(w_UDNksr{q8Te?ucu^MDj1?m`|Hz;ppz zx-hckv(J5@bLxJeKi2Yko?<1kP@BHK1J(Td(hSWyd^>bCMSDU1DOpN&V?Eshp#-lL z>z|q_(iQ_-em@M_W2U2)uLU_tV)R&`-kPkxRtjOxBq(uYN$*88lh6`buKCm_cHZt?ZRe*DahQUGcH!I|Lgi<)&x~672(x}gT=|7%YVVIi2308WhOh) zs18Ue$p3Y_lo{&Y;VDDwG-aef{n_)j+Vl+_AOL+qD3Umf%gC%iHj8$-r5a|_7eam1^#&j>%|KI@}!|mJ6HigquRFT zIN>DESt!?fWK{5?{nxm?`mZsR`-(yXu0wVBgKUa9L&VF zr@qM1>db|xOWix^B=;gLEfLkdoq9s6MlektjPgJk=FmpK5AU`>%s%RhhgXH)jX`L{ zmeN-@M@db88j+$krvcqEK=;XTBWq3t1^UdCx9wTJCSO~yH26_l_B>pX0geu|W&)uf z84$wf{Tef4_+@9yb|a+;=#D`}E4pm~;GW++P89ip0Z~wx-|N66W1EhKN18}mL6;#9%=R%X zhPG{dDb&&y{d2;;?02hSHRW%|{UkjZB``S06=;H~1~_6fpqeAM;%OS9YhIiR_Ttf*EH};QBIw@l*gpSD2B4z}5nR{g zzWE_%HwV3ZE(h;Y7?_`z`m7P#_)#&@&!K2wTKm_AYqkM6zhgU@%tL~Mz>0lQiRYeq zGjN>QF8Wj|kax0Y)ZV+sI(gP8T~m2z@-N%R_y5lbDatg{vaBL2$eOT~;@^qYOE>OB zDb(PKNyimR`ak&6JCS-&kV?Wio-HCa>aN^B8su)_4g!{zxVUDEEi*_|xbhBi7``04 z(wi#AWGB&?+0NyY4U_dwN+dKoT4A6N!11S0ZkAIn?Nz2#<64 zuuj$$_WL`^{uU63I5Cfi2t$OEl>w6}Y}Prqzc&0U`{eJJNLmvO2i$~!6UaN(v+Wo+ z^Ry73-6}n@C2NsF{w!o5j0&g~B9!#G`W?v1$K}*hu;#x(uf5vUHK!vx{60E*JCXI^ zGfU4WcpBy{2XUv~FdJ3LJJX;&Gv_i+yeca#+xZ3`B*treeiY8H^=|=G@RDn_z+Li# zu`*zp&bi9x89ixSvnMhzNC>7T=2zEKd#afNbQ@7E3(i3Rjs7V{;W7SBLb~ydahR)F z+q|wF3l8}p!g$0a@HMgG3X5F<%uAlj-mA2^?h2;4NviaQ<^G~K-7f)00p%7CEp%aC zG%^cGOBE9M9HTM-5PvU1Gzp{Fu4(*7lbmXtzi;x$ z$UjMHyYU<|s;3AERG`OB$kr!PDkl!`!9+N1aa6KjFzCSmn?ZI3x{ly$#0+Try+V@` zVVjMCEHs6|lc}Dlu41bxoe7<+nMbzmkeMyuNBA&EA#Ksz*EDSE0G+|oCYPlc6qCG# zpCyPNBfun%kb#tv!R#pQuKU#?T@uE2SK{NoLjs1TBp&C;|FR`|Prj%F0n>kzXxa5C z_T_^2eRY^jAldqp(83g>#!|naWqcZF^vvfD;4$fn4;}AUc(&XW^lsbJLm-*2DiUKY z2QKx_7uecR!8|J$vg(o)=S3P7HL4Q2CeMy5^6_=Stt!+T|=qvHJ# zEW9y3L^lw1Tv|je_N_pw-4y;S#NwDClUxOh_e?4#vI>FxB^P&99Pc0c6Et0Kqar~w z?vvS>zK_QQjY*N~m%Ai2R%g`}v-wkAU9t}o?RLsHh=z|vh=ri7#vZ`6a+RR+VZqf8 z2pZ8qaQoFyi$7H&S55DlTt=1r<7*5bIv z0=niDZqftj!_9fC7A?Y|gi89#(|*6g>aG&azpIKuvCM5`>j2S&Q_GlCdn;9hN((yQ zBT6D`l*p&aZHFF2(%k!Cf&VX^C~KGC>0>~a(d297g#-FOk_!947%Ftl@X)~*VZk|J zXYkS`Qa)ivGWs^_!s+8+ag-0GF@_?6$d|MPF$F4m7ic8Kjq0fu@p%05_=^MZ!50V? zbI#CZrneg)*u*Z65(Q$N%98UVX$V=BY^EYtH2&~BOd3LkCeo0$vP9?@`VW)rWuR!9 zLUL=qk8YEwt+YW#JGP_Bi890e*sMb(5Q$jcSj6ubjZ(hxN2#FxUZYD?zV2NdBm{>1 z$DrdL>nadqd|wrR7WOmA3m3VbwMF3<)aLCAwikek>bKCOsbZ_M^)}Oa>opeA7g!bEVu3mXM*N3Y zSsJm{NW%m7sV7WE3h^sK2^b504J^L=Y$8pHiidH%>70^i8Cj;zEAUu zIlW9&4FSeS6R`dWs(Kcjy_c{M!Ega}8!ib81y-LKHQ2HO78w9)II03p#3eSW>t@{dfu{K^fD*Wcw@p zZwbxt*?#BDz8g%~5P0?GZ`-I*kBq6Vq`hMt-uX}SdgAd3^C>}mpEx>XY4VTXScc`Q7`Wpapif7QcZ4u21#>Ptn1Cts*y8YP zyZiq}?mv;3+_DOuTFv}NUI0}0hbB(*zvR*aUtDmY{I`o=0cn0NJ3DUmyeoZ2fV(H-vhQnX!m)JFS zSBlG7T%^DoB-DwQe1)=-MhukxW@j8iRDM?%>_X$YMG* z@LzV1EmT=9AGyG0o=j!r#xacr*t!Y{-K(BnZ3hGfzCNq+?cueg5A$h8E<0jRd*sn0 zgM1WA$%HDy!d!nvDU0SOf$+Xy)>SkNGsg;#mSPT4S#}SQ=HE-Q5=qg#Sf6L_0-`5} z4~vtaFqHd^x;Vxtn-i_y_KZpHov4w~>aV@EqM^x%KldPW*R;ThDgLHugx73+>EX$P zNy0#Hx=nfg5KqJ|9e9!8B|Z9rPs%6h2>e+-1MXFqfn+*mg9J0BYK(?75HQfY*EWf` zgXHjY*F9i77U*UdM$*z~GQ9^-ToJV0l@$Bq#wggnQrmFOwS}-dtKGPLHQHX}tEm0)C`L>GAjf zCdmGn5dDEv1oHQx3G-+V?RCv0s5VPjmIZ`@sH|4B(##rlB7Z(RCYwt6Mu|}b31iK% z327@N6T(0i&K5TO)+j;ysr*3W5?n7JJxGg~!NwfL?Xx`2nHpge%FwgBK-G2O@3fu;tvcu{XRCO(NBso29L0&(?iC^3mzL79}jQExhglo2|TRRWON}xrz+w3%RM~vY~G5YN5lq2R_ zD^j=%WAt3gnKt55QK1Hf58S~I>bSPZnC`R^vIpeJy+P^^i2ymt+`Wz1+=NXdeo(33 z&o%m=Z4!piPcO=Cz?DCyL9Ht06_>X0UueB%anZ4Z4ve(?fv4K#A^f2F8J8WiIi?(&GHJ1`X5jOq>}wr~j^RkHP#WSM|E(weyr>G(cHb_np``jT z8M2g&Mu(zykm5_|$p*Sv69uBLkH^-DH@-b*BnnzEIv?nlsYf)_Qb%H@D04KOmD7fW z#8#p(q0(rfS8BtT^5QpS6|@y^FSN%(VOJvJQWg6r;gYEKB!q;UNzBvuC;@0G@@Ce8 zZIV&o9s)}8+ZJcxQCI(L|-s1f$F~I zqmC~Tu1vC!0{9G0xdC?<2!t7N-9>u>M7QE%mL7X@=p=i+&Qd#$zB3o$s64uMYQ*HK zlLr0}VPA((_X^nS7kFBp2!T2fS=wVVuHk_0431&eFUWcYz3?ZU$Eh_Pxu z&h|z7Dvi3`0*9+nG6f0w$1{{ecW1UnVz1(^ROH^rKf$W0tWP)W&5xCNiJs6SlLe#@c&DANM+WgAAMM7Wx*6Z zK3xXVzWjDc+Kt7 zY>PwW`&rR*a^a~y#E$r81Ykh4n4}@43zY)C#XKste4p}+8~-3^%;eKO5ZWJT!H$G= zt7X(X`G-gd>r$iVN0)@}DiU6W!d93fVhN|FHn=>TG906i7>Fc!xb)P zvt9=ZPO-r(k9S=Pq2uPtQEiGiwDcH%&A;rwzgStx9o~dx+8KS7Zw9o9G@7zs9VA_= z#4h8#>V-=hOu=U6T9fUHraPeQi%{o0se$Zn$VMOd{g(UxsAWQu z+uX&U%W{M%5c{}R+6=yJ6O_@YQmN;qSz^hNK*JsqJh-%iBP9Bi^Thw1rBOy(hSjJ2 zH<3_Z!#|@ZLQ(3CNXix)C_07Dz5EWh)@d!974PLrq$^Layw6QmMb<||KXzeYHLqTEP*r)Y2D{wU-1 zy^xSpdC1OT92K;T(F*CK4H}!7f^Fyl3qpiLai*|B^BIOl+$aKSR+4~ z>P|X$WR$KWblHUk)?gU}q3z&>T)YP!1eNm}YuKl7xH@2NDojmO)t1ZF7ssxUV(m8( zJ%qB{4FzdBU!G%nbC@L<`zyI*_~%!02M!x}jt61r`bq8^Axeu_@ruEo%$JBlB=Jut zvA1B><2%s0FgMf@68&R)RFNEku$OuT;47_i7c{)h7lKTp+G>quE{JoyOW`f!Xmfcf z-lV{-)Y`Kpr&$(QZ|#Bx9tiBvK5c|}^e7poKXVWf05X`=hyz7lp zI4zoHg7_zL@|@uzScYX46uNTeviBJp9fh^MY-wCq%`;d|-@be`VCbI(!r~j2S;?j# zMelPF|F0DV7y2maCzbLFd%l`$-Xh@ zGl6Q0&*0?Hry}2zQ=0g~7uGQqfe-8}rfToQc4}7l&FId+lk4>oZ6Gw%&i@tp`Ua%E zZ6aWc?4J0`XO93}hE?oZ&zfTgxBFtL*<^CE*T!k0)Tt(N=ZLj~{*-E{^W`qhs~Yy< z2Sx$$Qyi)`3c5)#N7$+~|7r^4awK;zhWqx{IPOPQC>3rTODy2FW0U_PDr9}`8X@DQ zh;X>INi*y4V$`iASGPN>E?1o0my_(4C_FFp(%F4<8#+`0?=@*%$3QEge#5u2cxbn) zw`hv}SCnG?BzTROy^-jKq_;bs{`#4B<*P-xp|BCrb-0e{t{g3g3fqXN7IX3lBEaZ4 zKMyvD;D3)=Uoc-@56v@W>b$L9rrP{>8fC-6 zvE+PfoLF)~5+;4Vjv*y!Ba*D};Iq~itGRUp65}JyP6)zU>G8HTli82ty$WO`Hvm;ugU- zv|x-yJxsn{7r@s6P&;)n)dM(Izk#Rb^twe**9*$M`-l6iO^Gkog!t{Z&e|&oKk*Lp z5uapv^VAfi&EWAp{M-|kB(ImXc%{u^TM0w}Fz{7_sD1cB*|H#>2d9kE_})KmrYiNW z#SLufLcip6B9=fc?Pq>73GNQguYhQh(5q($>C`h9MPaCY4&V2~M1^qJjTCRi+v*Q` z?ZXFl$cui9e$KgYf5`iuVyVhXfa`UYs9oHG=p^_xAFrfhmKQB5URhhL@g;f%F@oLQ zTdIf!ht2i9q?>~H4P>@At9OSvgwWpMvH?1xnSDw1Y%;Q@+0Wv@%zy(VUCQDynEpt; zP%P|iv8YKX?*)@hF$0vWqdwjp|RTNia7~6grpz3Ac=o zYJV~rcJGK<#>3W*2_MOv2idwP1#j>$YI~9{R(7fmez{CgKefI>7@c^ZIJkgptZfOy zp+s9;Zt@M;|Ggp*qBS)8+&|nQ8`oO~jIpK2f zu|?+Qud21-hiu{gy9K{qjb@+M4jkI&o2~WJr{a}4N?-1|eOw%MOMk6LzYU~?_;};|lS+rJeg;pry;&6gk#TMton(K3rZRxggSk0f-771ap;5epL zUdHlS1YnlD%_t@09V4&Z~r{%H^`69Kj{n*h5bI0D4{QXwe~ zht(;_+L*qwhlHCnSdB^Kuqc#Ilbn_~*8)KA=^r`Qpk4)4y$%Q=Ii~@(NNB=lbBiVv*aXl%=PTTCkoT{KR$B(T@#oKl8UrpLMeif^v5qPBtr(JL(Q`Q6S@0BNYQ+ zd&tuP@}_Bdx&Kj89RS9>54WcwjkUgQpn|gVf0XSUBD!_v^SQ=B8Yvs|A&OJ(Gq22l zu#$|@G?`6CeOsRmp?v0(HIX#fGNv7?Bl2^4lF(-)Q-f;A!k5fq2G?Zl+H zx8+=u6e#&*`&RF@h*Xx>`1ie^Sa#nS7i>m+D2#u@y)zQv@C`{Hyt6{mP2tPeg{sW{^_koD zC^oaM_fw)5bE2+y8eA^%5|I_IH}MSrMq*`C)dBfa!HI9XWsmlKc&FgAikuz0%D@y0 zI}!KGkhcs4?<5CJ(?ZRy3rBO~JFuBGuIzeP@cUp&s?q;y=Yu3hNE&Xn7af2|<#c>h zQlE((F{v6Mjx!cD`+8k4Z5Lr@{`kXQ%kI92rkUPZ6wn zJ8YSz>ydMY#;N`rs3LJTDj^PB-2ip+0*)CTIdZ8T0SeU-#v?1NfS0HBU=3$zw=SHJ48BdnGC%q3B805{aTdwYL@CyV+mvb&=eEd+uLB1zxvFla1z9hl&U%~OoE33 z3Qg~VU!yjPMWOta&4PScqhh@=FnIW13=l*4N3ip5^nxOpc^wApVUN z-WF=wNxkIURYEs>2oX;AOq1aAHoT`nk%l8OM!NEm8KBtTpLdhHxB;`N@SHqY=P|A0 zQE>c@bU-J{wnTBpM)r^qyI7*5A9tvO)u^O$nw%7dmR(1t^T|h0wJO12mDUrq(*&dD zc-lf?aRMhKA&FF0ZKHKn|QT6maNJzw8ix3Xo~JvjTWfaTGE)! z8d1iUg3G$;5{Wrp00w@&u)Um{!W|X&@_Oar)be+h>4|Cr!wxq?v=(aCAFVMRZMS|C zpW3m6UATkcjBqpDxY>?$2m~E+>=ZyLKFhx~35t?;B)}^e`cX27=TgmkGFMb)a@#i| z;Ca;Sihi2t{Z_bzyXhuGQ*0a2N^^MyB*t#OOjZPnL*Z!rx#*nX?v7kU8x;+-XR5yU zZ>Fetv$%dP#Zvjog+9wL2oXd}h1B85HqNpVgAZREEW4(MvhQRz$o_4n9QO4vcdM!A z9X6RtwKi4^p6xhlKtBh8if$xza0739Is6scI6yYU zd?S!_J7}EhYF@8`U`o((?ar_Wa<2(;^>K>?rmR)Z&j5V$KI>lO&F=(^1TG5Ek6K+Q z?fjt+Xno%hmOGeT{#d(q2TZGjxYuQ7Hl#2FXBmcT;C)?}$tdhcuJPAKzif{UAdugq2p+yt#4xKyvZ|kd7b`@&XK#(Nq zlVE9lriOSI=I6Sj^toD3;gjEJ%w`7epna0uIzQ^@6x2CTp4td0bbkuGA!GInJU{lv8&=aGd| zmu3k`Gv5BI0tIy{l2={qx{QL{41Hj`E`$8xdtv%bV`q1*U?gzhnc!RrJU((6$991dvdhEuV>?f~v@ZRVgalwI4pyQf{#eZBpm7IV zGYTiK70-MEITm_@)NGt6k43jO8!}s3ZA^54dkk)gUeau*7s=VhE@xK8x@qLHl!_Wy z-*fP*l|6ed2GMb2PF6y5**4XvS>9wFIjrkCUQ zfYO9@s~j;;7VFr79rrY*PEIV7 zMYQm`r{X%%*m$;JUCm`5+PfLz4cP??mC1X*IbX)|QT^vJ*WDy?6#?0)*si6tCizk5 z=KtA{Z48f=pU$bre095rF1tzQl!MtD_bzCL3lYp$G!M#|J&m=>w|Yu(Cf_shaq_uy zbd$_$7zb8^@#z>|XQ=rjyiV!hRYGTQj)S#Z(iF>{g29=F1ZQ4q#=|&*F#|i0DL2(f zWt;vvUHfx09GW9?D^yx-y}gkQ&_&e8hdB}IH(lOG+Iw0oogF|x+PAK zyaR#%oV4K_h2VVMH`js(zI3%uLhxW-p#vCz|sB279s zXz}kV(eOPOIcADz#jBScQXvQSNk7jhvC=s-toSGs9x&G;EPqw3-5`M?*3XSx*s~3# z%fs;CYaEU==#`h9G1QD}bMI1Obv6nFQpiRevrOZ9**Ck)ye$Q0s`~)~Gl(jPVsN%& zir%`xQG-XqUOilH%e%x+;hJNb#s97XgEJU1hv`0El<9VwxeJ_7TdGHF9Pnl$)5=1j zSP9SgH6=4BXsigYWFC|4?ksVL1&+@PFlD{7YLu7$hodxAiqF^)e~=N8ksv9{h(OF* zC6qk3n}l45I73?_`hkOSz+yWUySnaek%Q&-_oPFHl`)m}^}-PfN%F9TIBra`{)I%1 zt&!Vq7?T8>8s3@E!9f~(2OrLZyfe3tSh8y+{+}rbps_D>L*-RhERP7%%{RG9z+{~R9*g)y3n#{V4GYeFMiPoLaxf67O-<>0> zFjFVE&o)9|{B!@W#rC2@JYSM6RSHJ3vxEHMDP4VS0=<7lH~ z7~6m@%c87NhVQ|xPK7kU9>WCau~D4KsBa^BtIkaFPe5Niji0l0xF;|5=riWs(D&BS z*D00yP#moWqly@L7%ae`5`p8gg^zmto#+#L$=a=^*0--HcUJJ5Fg{+kU8AeAu4mm> zGP7T7AcKSMMx8Lap zvUCcE=E#-(=tj3arz3kr@&9^pC=qF++lK$mGDt512~V_5U1XeUf&{UCapQ+Iv1p(! z0bXbsp)%qhVuGPQR1Kn_TQKOhzQ7@j*_u_dk|!XE>LztpAS&}jo!(4*ZS4jPNDy7J zeQy5!K!lIB?)>kbY61)qg*ENoM!F0si%baA5WCRVu&)R9%k^|Unw^yZ@!>!{(XP&p z1YKzq{iWMeX>ypKFj%iiARF|d#bS9J_8vO4I+nGrM0(!TWm{xI9Db;YSFhNq*)nsJ z;Ib?|bCPal^Yy?9@tdw9a!ZN2=yzqW9m_scPQ- zs6mCuq7R06Gv8^;dbAS?vfy6rPjtkEbGX)bn0=m8q}6ue%r##=LgHSigK7LSqD^k# z<*or}7NOXF2*CZm)lsOJt9(8xfsTjh9sH+!Tu1p3p%Bxh^V;0D2`FLPQKU_I6O09(&rS5qwiNT@0B`n_>D>Jr!% zg#BAD0LQ+>@${&&?_R@a!g^-}Tf2ySFVm(3DxP;&ie_@-zk}VGJOaYc)*U1Egcl8e zqS%sAY^Ev}4F=#^64Q%WMqdi~G%O#a+oLoj2jN~ueN@ws>;!}u3LqjgUwG)>v*`WI~d6zuPPisouE zV7j!4^HnLSBMzOn8O~5k0|XQR000O8EP}{ZrlNOk#c==tIC200X#fBKcWG{PWpXcP za%p5TFEcV!O;lepFflnWGBGq%F)%YRGC5x~H(xh7Gc-6jUpHSkFgP?gH!m|XR83T0 zGB7bYFfuVTR536!F)}${G&f&2IWsgkIA1qkI50RgI5%H0Fl}E+QZ969W_-D0jBddi z{rR?y)3$Bfwr$(CZQHha+P00;w(UMW=lO4abq|z0Pi2W{b$0z zI>-MX{abL#zucD)05B5-0OSn;|1A=M|F8f5SHC2Q;D4OKP(|?n$$ z(0?5mv@sm*KjV;%;Sc~c0664-@;G7u?0?+DAN2n?C9%4=G64q*0X>1LiY$Sby`3om zGn1Up|DE~(C|c>i0UAI*fZvj*njz>AnOq&@`80z_R=1e?Y0@2q# zlJ*ZLQPRc)6Ff|sU@es8liDON$zE12(xTO7uz|QN8hV1zLsl$EYGo^VlXY$C89Po) zWz**3Wa>#$1$V}k5J%QztW2#5oT<5q26hh*UdNqdsDPT+Z`ou|+2Tci?Zexz5)Vw` zaAieX4hL^fKXzaeWRra0RMQnS&LBq6Rtzg(nU1NS3mmMo+3s2);JV~DAPGAXgVKI+ z>f&`2nuuj|Crg)lp3ovQa83t5Bl}li6)SZWaKi)qjhYvl!L(*!5-gVfhQqzlga+BW z)|_IB7}a8)fQJD~kx{}O*oy+MTM}(gVk|=jxFt|l2~sNP4i9QQFE+ppCMAj$ddFM?aoBMavA zzjU(4HA@3jmY|^ECbNx%Y1FQYt}N2EL4T{-=fbzfRwH-AdLWA@QlJ}>Kodx)zQ9xw z5qh{fRBwf&0KS6fVWmvRb7^s$pTJpY;@Uu$kW{~vzSub;#+P&6^vo{N z#yCpHLl3V28;MyJ;a4tWXn7Mt1NaMWJWcb^&Z#@dQpA~&_QNktnuTmJd~!3GOes&< zNzElFQ|o;-*eET5bb9YLAVw$FL0)%#&EzXaj&uZZ~NuLuSk1g8~z5G2z_p<7sX?HIK5q5-1&LYVh zkLokWcXkq)vLk3O{vV#CMToTBx`Gaj;EZ@;!8gm~E~6d}X&3hyLsfTQZPeM9sT)X; z=eQ-Pyj-Bkl*yPz(00=5t^@+|p_|{t(QuNVDq@;8H`Wp%Q0`M}XTj>^@KdP>2A|DD zjO(I)chvlWRs5?}YDB2!Zpq>)_>3rvzxnW@z_=T!VT8lO;MngeYZ4gO#JZ(a^aL%p zG+TD;f9BR#ek{xWd4%^TXe&M+E~Ut$x8nR(X)lFIlMmfB?L^|~}B zKHyJOGNjEREw3v>m(C%8#P1C;U_FcF9aN*Hg@;}P2-@1g5Ku~KLh@=wb4o~lxze8O z-x+aBk{b1RHliBrqP4TAI@vbExKm)hU&{8FvNKODZ4IFy2&vofl(((h9(;RVSJ0^> z>5c+en8&C7_@ezqzLINAQd^Zhu}p#9GShk})V*lx(&XXC?2MOT0^?TpH3nKlRB;K^ zLgYAeEgD8a;Ru?fi_AT!&x|7r$g-%}b2Sc9&BU6(b{mlt*m%=h>|+yDjAHw1Z3*z! zZ`|np<6h4X*M#kfoEv#VPK=mIm_oogB+)qZN7BWvg}(DPxWyY^=%*{Z{D7&d(y8A% zMI-(O({A|#>xu7-@$E|jE%mFHV5Wyp^coUo`Eow@pZF-Ji`;u18B((3OLPRH$3mh_OI5kEz;ac#XQI_ zeH2qrEU~zZ;DbM-s*<{T)0qE$-U0`sX&7I9FrQPJXn4H#$@GcaKY52vvESd9Qh`|g zuTn)zg>}DZz*k<4EqA_V1R=GFP2Me@e%D^5T|O^*#v9-g6SpYS2F-kbhS>qE+dlK39WtPh<%Cd{_e|gEG z#d8IBD+HXiszy1(j3Y_5>GpZK=7>xj3?c3qA`nkJ`SC0*tQ&6l$xrnhc9Gz40VJ%4 zyM>R+UkKo3RCsUK4fkQP)F6`hyPpJV+KicK2_E^krwkGz* zv8~gpZd{7nV+PDazHy`)PF1_j_KzaE3I`y*&#Lun{MT2B5#ckd}WGPz(+zkJ}l zvAf4@Y1?h=Udq}&MVkB3nXDOlJTQ$(*DIW%lbIi^t=^z%oEvpF5XB9#THu`gi|)*w zr5ULxVnxhhK7iLUm+#>=E&xNPc%hYNRkN$1w*fORv9ei8awLsBNoGxvz%dV2#M_Wf;oK@6e|?hdkRW5vb<-sWL# z{s6axxZFP_=L!gOSZ#2g5IIBtg=v4Hiq(|~@1eqHp;IN3E7lP~dL(MhfQDC^%sdrO z9~J3${E#t0wYS=s+xaRzs-#GQh45jN5PE!%Jw7dSp*kzND7VRZGX;6qYZPvWH4&xwlJf-yeeEHpfiO`~4eT?75k!}XD=43H^%qi+w_ z-fUVU2zw5^iF7X8lb0L+@0yR9!9tVR5HcaG1H8kc22w8-v!#KKfxR9K7nltFhELA zDO6xSB|LW&bvW4~w!i7d9GO6%iL%{0Z0%egV(rv~F{ZtYGOTHk*Sy$X?oq}>2T?3u zSHO#USW)1+9LQGa$vAS3+ZAIEc5!7=OVmVwGQs>!Nv8ffoBb)*EMWBPfI7uPlUj`e4befN$^)HuK0Roy4`kw|V_yt{*@C!M-;}9@mMuAhq7p&~uQbRZ z$jJ;%=6A{&cuzyOb1Wx>zwXo)H2={h5yj7RRzhLxv-Wp zS5zToQ-|37d~iSwQ2t>|@IA(O!-1I!wE!L=kXc z`FAO%d^qw(JNqTcThP-;__hFo(HBWu5kFzzMidj0o9APKmB$}33L;+l880B-!;83` zUy(F*wxl(=lz1fX=OXZ??4jcZK|Fbm0iD$tHj5-26ioUs6T_dsx?)@f>kUr++JuBH_rkr_d^KwMPQJ zOBkasPvtP$1y}S0&|--K2Ey-53`=9K`K-{O$$$QPS_~X|Ixd*63;qGZk}J zvqJY}vbpwP*w#``>J`Tz^}E_KJ9VBNCUp7x97MoIh@o|lI{9mCJ&&U1daLhOyt<>g z)Fs2hHX^~L-ob&$DOck?%g4?^Cuc&5<~)7gCy>By!f2GAvQSfthQOsQ;fAPMJ;YBJ zZD)=DVR^#`Lgy@=$~d*0u7v0m61iy>Y~Nz6ljbm+w9OzsM*WQ-2LzeqW3NN=)7opw z@0$VGb7j-2dH;qdQ|}U#I#`=&R!wYSVmArhYSRsHO`~J2(x$hZ@v$+2#7|P430BK{ ziDR@4%9nMp62ncp%tb~!g(4Rj4p=9#gPK%WBWTRht_f{ttVUN}bI3ke`@``3%opUm zB@OIWl9cv=;?|aps$A=!vm-wU*dVB6`KTUb^KR7$A)wLr-RR78JhF2+Z5r75S$tPP z+zoiTOCE*R#baznqzbDl~jrAC`vJs-^Lqj}~57nn>3SP){%$FfDw%L27hGYryX%QyJ6 z&625mz7m3svu$*szJ9NmFI9$-!AMR#JWGX#w$AsR%6}^`DpO1Rz-F!O?@?ga<)`Ku2V+9$U<0Lij1aTNu)_~P_ zc3*hbJnaUY$<>$r&8s>+Yj&VFl0!roI$0MD+VfIm`>dP@HxJ1j<~|dnvXReIKSvrf z*8GiP?u^k1jvNhm#=A@n9`0LYQtK{-l zXMM0{CTQ!}wQ{g|S0V=Xnn;&Gu^f1tKHGjA+d*7V(#}Pr40!^6ZH1c#}=lR+bSdW_IK2s}&5Iqevp!ofdR`=e)AC>>3H2)>l^1 z;xTl{H+oBe3a&D%>oQ6IEf(^Zx zi6pXd*V06Mi!ui6=7?aRGyrj$sTO=VIn0By^zti%{kn?Xy@jP+f}hB{Hn7NNBS6_t zUg;LWK$wlsNvYzVbI>v#^0<0*)2Q|cIx;hSPssiT?_>*^RdyqrL>i)BBL!F4Zv%8K ze13vDMHa-+(=-X?B|3baTA_W6yRiF;9gG30P5Q!$Mq^=tH$5TdPF{2>EF9JEj-8i_ zRdEy>9P&jOyBbNNFVkq-o?MX`S>Go2(-%nwpBn;X7Gm5`7)P;^!Ta%>(3(7oY_$HB zOA*b|B3lAA__weeq=MdqMm=RllhaC7d(wNRnhdJa^x&rh2GX)P-a|mYe&vw%$ARqi z-xn*hUzC~6zNPdDSz9=$2fv5g(j%kLKo1@j54Mpw#((m9SC=RC&<@5FDS?}&D)+99 z<=F|d=ua7sJyR~_Z=`I6{gVj?RYD!}JEa(#9#ePhm>ctlpxWa?9&$Y(4v0R;zT)80 z%@|6^`n?5sPScu1>wqLkao0j3F#krMbe60QYM9bUTI4O5Tw<$Q>r!5>*@shbrp&vZ z{0P~Y1gy{9vZEKpwP|+<%f5f|e|0Y3p%cqlyKlsHW6 zCaWk8x6oks!;idm|NMOtB{EC|m#gQpP%>_nIBq=nb&UBzM6E=7j%_IT;gn|(EKD&J z!%7w(WlMQsak<^Ko~yccAYpe{L4xCD=zl;|#Y@DWLl8cDpy-x2vb@ztiTpl7qF5*+ zXc`C@?!z;`NHA(w(NkHt(<8SJW8JIfbyJJcesz>r_RcKXjy_;Zay>x2sRsBJoQ}pi zlN;$zKwCb)v#vQ#?ixTP#lr4&B6)UP9uYW~+zNl+M0EYyR&VV7Fgk>p@$Z(}H!NQe zQma`7#P7Q9)6OHWx4CZeu`CJfs(^SoX`VvHheNRU2qGA0^mc{8*9RAI*W)&z{bkh4`n^Om(;41 z(6un~rsHYiJO^cm#g?RHpP)n*3hh+RrmNmS75C zQ^l0l3Gg!do_39QG$j+NN&bX&L&C3eIXKx1<_6 zYNejmPE_eBgC_Q4`pt+;#*2ml4Px31y{n$?`T)P)QRo|}(g!iAeeB7bbz%@HX<&Dl zxO`$YHd%Gsoq2{h$Fco+U<7qJKpf6mVJKLF&*|G_QktQ?z*V8G`=u3 z6s(WGWak+mnnnUI7K0=3!`#+wp5FTXZvH`9H$pk-HvY^Aq_CP6xZndi!wvs&BO>x3 zP3~V@wO;1^Ah~JMQ9ba2bgASKHDp&Od81L_M~2nlaZXqeB&eb4d?ey0C&;Y2?7MxE zDivIVmv&%^I{!WgQF2v-z}b0DAhVV1jZqI{;tk%VL%*|cEkQ=$E`A+%R!$gebfPW_ zK_xzyk)Y9Q1N>lC=^JVdun<{2gSu~U<$@e3CNqj>!V6hBDdsA&ZVXJi)Wq!in7)Qz zU^Y{bqiwfXO3BgmN_VsaLd883>9iBDM z!$J88M-N|d9ng2<>C)n}9so;{oscw(h89sf%A9b^tWYk`fR>Xc;mi=;{|eWX%&hzQ z5*QPx50I<1Lwh=zU{c1v4RGBd<6srNty4< zirY(@@l`(q0Wx3Z2#H+dGTsL{(*Y_@d2?zRVDA(`n_o-o8%`yE2q>S4R$Plz=6Yvv**)(!zSg=VlQhOO{xV5yhPmEayz&-m(O zN(yTcT4{|wWnA!Ih!MjCB(41XJpG(Q66cpcWeD%#?qa5h^dT$tVmxqiHnOH6ug~AP z5Nefu3D$6F;j3Yt(HBH>FX(*orxy3lB$HkVu_MG&rv-G(Ws_t!PrVlBdnU9K@}`j6bI(_q8Ia_o2JP1x1cM)E2Y~@Ky7#(FXeItt&qyv6C-u80-G~^ zG|9Q-Y=4=hikp+rc9a2I+6dT9C^Qw36T7@tq8bpvlM}Yo#Vs31{{Fj-YuxF9|K*Hc zl5yecHpgj9UDzLpTjL&@b(-p1GA%~1c07(Kxk|4^+Zf!bx&hC@dT^aOpz;(?yR3dP z^lQI9C6R^P0Rv|i?U*AE1sF$nR53o+?oOJ7f#j<{HPm)c#tCr;qd4r4rSuPd6bM}{IHMYBJGjn-5GDO0|CbT;~_HPJ0XTL|p;EKYR4rq2;b>2~3wBTjyMH@2LYw}QW1rXDg-G@=aS zAS@KGy)98C%K!b6ze_iKrZU*3nTrJXtLz=PSfp0bE)$uG0y~cJNw?0h+$r zX~1tu{{U({wMhd4Jx$^0P+Nk_$q;_UuRzqmraKD$#zmC~VA7SZb_7L;$VT6j@q!-R zYO-%VFQzYGR0BB~KDk zydT7{`|%zL>=I0F?eTkJ)&}ymK;LcBiP#l;0%EGzufJxc`-w||gbLkgYib^eclHgO zHP9|!h5NGO*0~YQPfXf%CtrSm;$srL;1HIZkh`lwGE*n}0IMvQa%Kt5dpB)!jKDyB z^bnivfqy{^d#RGJho&1n{Pp7fG_yG96Vw*`%l#NE<+qJfk`_T3UW!wg+U678?0jVM zE_s5TFaA=)AaZgDL+XIR*Z4)Iu_y-$nuJRYCX`rNh`p1LK;VYFrLBx>upN6=gl?j& zjYpM0l&W%d#^5IQ+_jZZZqf`#BWyDVG5$9M3p`QhYf{YXQx~i>C*BqC4lFDjrRC1B_^5JIx?J

    Vyq4KIj-eVb-{7m2ijzeb41w)2uLQF$0U`(0+EC`1U(g=0IRSDamK}2zv&$>;X z&VteR4}2S&?VkYGvIfL?P!PR#U+Rsls2h#HDhW9x-E5aM#Z437?XQyBg!=3NDHqR0r*^lhA6fzf7I7lE19E2z_=3N{Y6wz|>4$EJ@E z8*4nEY2G~M-Y+{4UpvsaK2!K`H)bSgTU!0Kfl8Cii)}$Fg z&JNye2K;Ww?=X$5cae6obG(Dio5C{tAhzLnt0*BFC$3{fJ;7EaL&0fDo9eeB4l$Wg zt@i#2#TF(p(4AM4(}$~J-PVsY7;dLH{;}^oe0*N~EQsH&G4F0pF{{oh_D{c9B(J9F zhbI?9d7-otS!A603Qgr^>@fs-lA=B~62jdIU8jL*vy+89 zwQ96)T$F`MTcK)RcwfyZz5c{!*06kF0B#CJMCF#)4@kZ>lM13zx^dqDm8uRZG&Hc( zT(T+OL$ii0TV%*esSW=Q#Y|u_rJ1K~By5WTTr!Vy^*HH}QVu63>X&4%MA%xiL??&Z z{OpJw|!h+D=abrH#UIV>frnwhwBXV@+q8Viv;>FToo;U79 zB;CHn9)OSlj{|!zuR43(_&Cf* zS+7n=mwdKxT?>kE&O4}e#^`iV0MiIWM{AT2f>Ge0FQXJHsT?~h z6(*so^^i7BL>#P>)QjofR{glFwrruUzL_0}@D-F%Pk%$BY+ZGgr- zfH~672Z>Md5|>gAZ`{A6QX3xA@8ocNGOK*_VqE>2hTJ@;TH)_xsJ#8F_NqWSV_ZHBdHi$#>~$L=yM_s5eK*3>ZRxf_+`#n`4y12Azl>qdhu9n zP?K1S|Fp*txBIm>V8wgs80j3dUb5fkfLm|VO=_9gSRE#S?<$fw^I|Ud3@L)5Rdzkx zC;zcqTt3OUsXseQYbY!HoQOqVef>NTe|QFU{{FWC$+@t$N{e+Cw;#a0 z{IMjm^+K=)A-^zidRD95>ti|sC@|H^WUb*t_`azZnfhjqt)X}HS=((qBZom9fA}8 z2N7hYN|<$g9d${wCnQixO4mPhp5l_}$ijf4J18cXW>(-QBIw8?O4Bx|$vW3-AQy&1 zD+gJzE(?XO`CD63cB8tX#Uspwx~b&da0Aw*J}H$_?1#aL(;8U&ykclMiY*#8Ab71O zZTDCRdJF1f@^z~L^UnpF9KNgx#zHf-DAoE(Jvre?Rlo_uY;k(7eoq`DO}!pLrV>+QgIn?q>Rxx1>i`G_jL zWVHwzTi-dEeZ0}pwkp|^R6^U^)p3u)od@#k)$^_vj_ZjABQ1WUS~pjT!ozxHP299a zHPP2sHyS65s9o(YO=^;^TP^^8N1p-FIT5b-GKpm2SN_FBUk{my7Vd2$tY*>AtPkp(({oPtARs+gTZng-5mO;g*%Rv2HaOYfuK8Td1| zWw-O_gMUeGZ3;WdJl+_2pl@b7ttE9dENDm$E_(QQf##LWJNPx#M`WWP(0loAQS&pd ziPWF9A=Z@N7=J=(kD-{=S|Zd4r-i!bWfoFuc)aFt_*a-w3rfmU3)V$!A%D!f_V8Dg z1PUwNA~jOtYA+nfniHDV9gSp(mtI!}vH*FLw3x6XB*Snw1=SO(vS6C?f)*;SXvGCv zfJGo30dRk?YSMy5n59ZQaPunfHjGqy$m+z-!Qy3_YL*qHLpw5BErIei}{~@7F0$=C^+OdpW&gJ9j_Ih$KqsDU=JG_WmDX#@C1>| zYwOQr;)O{X3WhEHHrBt84&%2=v|NKTzyY#|5J$uSKxhlyCcqTyh@HdLL1XPWGfu^zQ=~w@B4}_gg zN&QX17&?XC=V*1r%DADKWPy&@>lx%jLuyQ3B`jkO)&(D10Sb%?N0(0eYm&BCUQ1>( z$4!@iNK$>3<8!yhgJqL2Tk5;{3tJg7 zUkwIm)o=@SI>AZjw4i%9pX43`3C6re4ZuHGu40ut^weCqjVKWm$ke(OqT)wk!L-YbxgbKhq8~WmylMrZiI+8 z43-)echV>0z|av~aXRZk2CQboUykUfT7BBg6qt(oYvZx=S{8l6tbTZqpRFP+e|v*UQ2vhkMKz3%M9V-%}E^ z3wAe3MXe>>ZtYH~WY{&jZ63jd)h;X4szDZ4F-HY{q@*jelW1&qW&tAhHwLyt1I2&v zWRL=#^VZh+$qr9g-8XLFOqjpYA8nbK`c~!f3VDrFnla$tBJSoG@28wA6LWR|6SKfNOj+N zbM}J7aX<}+ZWBv#>G7SA2TRL8xLDOjr_h`&D?49BNOjkq@Pc|G{GH_;77jeN_s9H6 z2&-Tc@|y|GA_HR`dZ*qlW+ELOSn$NOM*$vGo%wBmy%b^x_y*N$TVHEt>uf=pOB`dg zBDH({ZM(*2*tTmLC}|bP?)1-g7N=pqoFdD?MC?IUYYfiFjLe*m7U)9<*#+7~ePGB( z6g#D73j8p8AeG&kqUc9!aYm}@Oh|`(z#>72+{TBFs391bjT518pOVB6-@ts{hNeD? zP#4LDk%ry+j3iy+Do%#DqM`3*8NF&XAhFISe34d38^9EdE_;~3a&R1MV^8s|A>x5A zg7ZC+TE0wZJN$Sn|CORY55hgR|tKJDXJ5}SN zL+A*9&#tXV&tfd9nXnWzeP;?*b!8Ikv9T#4`&~5hR*d&pJPXdMc+IjSZz8S=3(S=T zHj}F@Aj3dCpHL%yj*qtZQ`DaQP|v6awj8Q-R5;`5>#J32MxM~;cVfxiqKumgOORl) z5r@7$oY95dV7lb~EC*b+IiHryPE5WfPJvr|!H)NwDZ;xY=NRc9 zlIyM574e;KP3imX08(OjM3NcJr zNhEU)FUOZM=PVlP2izDXIURm*vbd6d5e^+x*q=FgHP!$|ZR%$?Ak}YUt_|sPpaIih zf41_vMkH+bqPcqVLES8RAR%<;z&={00V5!F3r{xOu=l&ytWHYyP5Y-q# zF_ac5NoRijC`~XZOONC_fhNGwJa*l?4yZO}8T!*OhJ?bu$IQ`V*pk=u4|c}tW?}MQv_QnJQn{fisg`%| z&T{L(M7m^DB1N8>N)6*J>(SM4L=m@$>vRit9_JpX*fdP6@K;Wqg%?ySAy zwUp2jIO}-)*jZqca=@Zwr}^QAgWg5H&xo;o|BogT5vnu z&pK{%9l-OG_3{2p64Tx*Ys+;vB~NLz!ulMeqq0uo{JIdpmvTB+e%3it-qt8zsBn#G zeO5n#C_%78~>V_4(QT3NN3;m<^2oN9UO5>{L_#!XCOW4mI%zvE9==l;Co4z$Qv zTn8A!j#DmcryJwr4e$j>L%LwOs$_OLO%9dkJKH-7eFvTUnl}#$Kr#B`{p^Av3Kl3c zRvpqXW|Mabs_SWZF0Q|P;IFfG@y__5=t8TGdhvvHu@^a~@^~Jl^TYMwQM`&Sci17O z1}Y{_QM;fQ^@=@qF3o8|tdK(>e#6SVT!UCScgg5Qh< zi@<8KJ){sno=)7aNk${=4vCJR@@P+tmSvSO$=Z4T!G_{hTKF4}`Dq-LUl*N}rU?1b z+8nta5e^4v(O^yV)&iC~1T?SlC-!oMSFNRSeOosBIkFJ{mlc=S?l-?p{MHXFHtSUx<};YCl8CjLHwARC>RZR@r}{HK3vcshduN#)gcQeYDxNbuKt&e8Cc)4eO!uuaB8p!T z{K@|=BzpZWcn_$1Z6!WHk*G9kS{ZUsHJ&JVUS`)8CG#c7OY}Dl$p0kvj31HJJ-C z@wcUV-3kUBb**25!*!mux&<$y#mXSz(oRm|F^q&nfropi%d8x$c;Lj3Gn6TUCs*AWwg|9)zw4Kj)}axj7a2;8k+2XPDGhMWn5`Ng$BR`tRod}i z_;$3evH2e5FFh0UuSa>7(QyAIiYfFg^VxaQwNBAI?U=7yXfZ1?_Y+84 z_TRgtN$2Sru77z^ zdL)zhejLFOkp^gtF z2;3`Uc4>|agp$}AnMo&S?LF;;WBgLh7M4z!RnWBME0~;KhZyN+Y%ziG62bL&TcK@l z;*EqzJ`_b5zrBM2nv3#0*8@&?B?Gxp3radq%-`76(c3d({7tuQxeVR@ z=sK9W!w+N~x_Z;Empx?O>yZr(?qCXXn?wA@*Vx_1Oz;2mZieo+g>?1Tb-jdj z2>(u7ZY~%1gi6h|a&wc=0gr^-33@hS&3MSB0LVR6pi3y*CMRryUX7zE0QV6{CL{5d zA#W%+K@D}NyAuR=b=|X-{Y&B%+|w&Gt(=Cwz~$|vQQ49a8&R0sy`u?aykHw32TqF< zqQ+C69Z4Cof2*}0_L(GBlYovrE8yKk4XJE@rPPq3CUjd_HxF?~CIY_tyRRFKjwLRHu7e}?HoU^ctkKAsq22B$XwdH6iu1$Df#Ypynow0hGvX8u`P=esI zeRTSuYp0*hc=#Z^i8H}YbwWs~pJh#g!ywb7wic0Ke?$(c`Wp=of|xQ;SV0mj2|sB{ zIBJmKSz9TUo#MB@C-vkdFXqS zth-7xPq&5NG7AzHL!us_p3I$V5%r}zZDrkrsSm{u09mLzmlVajCrUchFuRh|A#C@R zkMy%Avvi@;v(h%eCR9XM6(tYyxS;A{+oj=R*n8=P?hEP&QF-6dk495|);AI4r5)r2 zXN#ec$$v9I_=*z6azHA2jaXFsOm;ygv#|q<8hn8*;jrd2uRY{w7hsXX27A$qVAUvw zD44GtRjraJ5e@PgD0TuUV)q*TBuu;C@A@qA46z11HrW?gPKi_7J_CF;5h7Q*M2x`D zGDG$d zrTBBfBQ5F%$3xy*j@pqRk>k>S{<_Nc$uMS*+LyYde?zqW&gyF$ur$KnRt=@e(!RVF zsYjm_eP-L9>~^=ySN6Q_uY3Z%v`?FpMK0Ap1h8A+Pio++& z@(Ws1VTn6-IeE%WdZP5?sjaKl73hITw?&wVt~m2;FU@N_6YogWw9o0rfTRChbEHLb z^;XnUlq^}mE|+&V53d7?vEPM zr9eknfq$~E9DS#chifC`Z1tuQ{qfg*0PK^1wILYnk&5O5h$&ow_wRvjb6o41)D@dQ zlg?uu1!?!?jbOG0FFrB8Q!h&_%ud_Q#ruqSB-V>ig2d1Z3+Z6mLBe*5^Hrt)4u~cp zbrPGev870*EM{I93`BFd&c6Cmnrj*EksYlEnoR&8u(O|6Ng1W^P-nPV2!8;VBeng7 z>Df|FK#JgwUVPkfIYpRIvN04lF$>vfH+v2rU$$o`X6ySA^kL5g)&G*8)^D+cDak@! zyCaaY-@iSa!7|^~YeRa=YA-{h;PhTy#Y1P3tB$8Zr2KD%_McV6=?u96fw+fnk>RPWg!|)xzYL(*d1Y>_VD`KcDqbJ1Uw?b;;!*(a)d3 zcYo3noEzvr*+eNxq4Si%4=l&D*I3MpcFrfV=t%y8)9kBt0*l|J6g$j2Kpq=&zQ-z1 zB;0BLaKba67{Dg!!9mPY%A9y#fzw78#v7y$LYh4Kj!`VnmP#_@HJk!*wWY)QJFmTP zjOvtdx=e{}5tSL6GL#n6B{k6P_d4^1Rg4lmd=bGrAe3ZwIuCYVR`|(@F8S zOWidqX5-vdyL-;4HWJ!=(C}u2RwofE>H}sbw5o}@E8?K8bI*wxU#iGKF6vj@Quk&E zFYC`)Ph>-OE;<~po4VT1MMXZw4_suqeMX}TC^yEyzkK|F5w^JOvEg8`LBQ5q${!H=zUnsdGdpea7oA#aWj-jV@36f}l~_V>maic1GCY@(D$DSv#oh!q`V%{F%1o3AJLUZYrnKr~{j{rJ0zH2#)Fr2V zwNMyeQ4A|zLJWqAC8>H2^Pnk1R)gonKarvsl-R6txoDkO9`Oc6af0xV_=^~$wkocj6;#;7h` z2sZFmbsZ*>{m<3+ob#E$%wp_L&KB{=R!mC7EgRpY#a<7XA`p^8210J4Upo} zHmR}KD+!>zlhZ$yckj@+{W`YF^^WaRhje`+zIj;TNW5Ob$>(s~aR89ea2M5}v|RRh z#x+_)>u^FO$JpE6jfV%1UZ?uPX-Q+Zl4(D9^tk^1Y0v0*mUZl&L{zT_ET%SP$WNQ; zVG%i4I@#=pk#~`agheI7cQisPx4R7nD!f$b)og-)(Ja+)*Q_D0!MvL@{qJ#YPEdEe#1F;(%$SF5c(^@`^wSnHGm{F8{Zp~J`eM@{uw7v)d zjpgUM+n%$OAzUIPN{It%X2XmA-7}VJQ2$3955;KZk8J0u@vxt=Qjht9pF&$T^sX)x zjSj#jt8UOo&nFDSxDVO(66cjYnP;Z4vBFyX$H~S14nZmZ{5wP*5>9=DWn<2W+%$i2Kv88)yd*BrmQ({$*2((8W$!#{)Ru`$bL( ze!B{#;IVa6EbeT$)o=OqO0B_k>&)}S%N?3!Z`{S(VgT(UV_P39G)hIB^hbTSNof8= z_PpFKzC2{72Y&!3<&T@XB#S{T82zRSg>enz;@hg$>?{$MsxeNKG`}jFymnj4>96+% ziaGwWQxGST;>i?cCSS;)B&|POm7g1k$va`xX;q%GjWIG0Xjv%75!*S;4CN`L-j+4OQVDJ zJ+OM6j4<3ti!~Dk_v~Mg;*ACbu)jI+M4my6kI+M&9YaOR?8!9}fKE1{zfvzl@b!bY z4}<^{=dw|m$6N`F{#KX@&tYL>8reW6Gk^PugaP1?LSzC@_cLNlxw77@6pmErpJ6JF zk=2Qp)h6{zk}Mau^>->a8Hxn{Bw8qFny@esTvLa?TasTlG$Q%Ww3$62Q-6Hei+Rpj z2ye~CcJme<%H@nh!bZPWSYuAmNS;U7uOzts-6?igSRV(-E2~5!@TY@8 z8W{>z4Q~%1+PX5`f2luVw=i30{ZwGN%FgIUh=t5k%~4S7vzgyWyoj-Nm?a(3JD5@a zv@$t6niPzT?fsg`4Tpi)VATp{k&ln2;76PRqZj75Xqa=4wy12D<(9NM%JnI9qaAcNK*i1FIorXMqOEG$%8#Ok3W)E==Eq>Ig3e z4FTJYr{!6#_zbpBG0YK+&%RK&#c#Wcklhs&@B6w#9 z(Li(r1cgfF{>AT<)a*O(Su``gEsk_}p}m-o;vYb0lD+Uk{JrpS)QyS&_|fs=c`k2; znEAZ~WsHC-jnf>Ke`sBK8RZpM)v-;Zmbmid=L(7z`AhC=v{71C?9x@%p8IZ2!S*!7 zwQl(QioS|m_wsL2G9j$weCY}emTuJKgLp>qhqM*NztJH2QsH#Gv2L?8m%Pf17R|m+ z7@5sR>Wwbs_RQaqIJbS4yc6fcIuivO6x+y4(2AxeTmquAh%5dtiLDcEs8iAy%xny$ zG0w7&a8^Jz^UO+QqV)l#H~Oe1nxZkEgiN*6S!)8ZmjCh{ThhBrUy+hB;uc-IHUp(4 z?#us)&_e&d@-55;GU&o=sdcu%{Jq8uJ=-@FoB2d?mme>^BFe_b&mM1}_pcak*nrmw z4;Oy*JVyN5YvOB8qegXSiY}2enjScN)CHuvxCZ z#VtFV$1As^(S^-dxjfol_6BZ&*Fqq;uN6k)MsPy~6e?LMv5LA^j6G z!W4noXkz{sGR5$ztsfgGrwHuGNB!>E!583tWDY9&>bpYUnQiCIA%=?9jXz=pl;7L8 zE3&c|FuO^fmx*o&*0nQp@_i&hFm%JC+!iT0Iwk%3AtV3I76~TmvoGCeXK_`*@NPXs zPSL{H+*rjmmEW(fNyI3M{YzTogEiRv`H_Wy>)&#=$T@>Lt{i`Rs0ih&V+02#&LfrL z0e=QnAdMrlUL_lrz?)L*J_eezb`CWvkb4_aI9L1%CqdW6N%V9H6nIl6JDbc56lpm5 zMDm|0qzWrrPCI5Jm{wv2dHm~--PhKWl6)*A&cvHt?i0-51*d*tuvgrGi+)9~q6$=8 zSp<=X*&2Dj)qbM(X?7&pbB+DT&x ze4iB%Am66>Se;VFk5ie=1YkTA(Fz=+5xX@eo>envL)F*ysrgffI4heksiMnceHf)* zs8Fqhw1gQ|$w>;+n3i^OFb^CC_3o2J!`_xEiBN#txa{VFQFYxTgNk)OOmMP&?WC(vLj?~8@E|_+sF`^t5#49v(-+d|!;_TyxWd)X^=UUwvJ_o* zt?Sr86O^kjt52z8nZ#XsIQe&vK92Q)w;udM6OP=`_(1pO)Bw*Fo9+2Ny4-a<4&QE| zUycR?Q_suW7H1+vHYU6F`~Mkd%;J)<@uu#%FF3N)Gz&R(TN(PF5JE%*Mn;R9KLXSL zZl1R+!VH;^N144}84(-iKnIwY{Sj34pru6J^k7BMh8+j~hNFu4sb;7TDQiEw%~0`* zpS0g0bK!s0^;$Q@>`RcmY~W8V`cz+$7=m~G-H&Qmt%=gu`bW(G^Xij>w1(BXB9DzC zc;}TIueJT{sSZYk zuiSt9Ow5W>yDd=+p2S)+AbQZF20^2r2#T3h4dYqmJf*QRWGq%s*x!NV4_567IAIS` z=s}8OSNz{?Wn8+izlZ4H#BiKT$HTUX?-Q@bASqr+mH@=DqV%j#o{u%SXDGKyxV`m2 zrRFA!(PG!!MCgzE)yi%=j==Y5+E@tptlc<-ufo#fihYN9BV&^u>JUZ}x^zr`y-Yz@|8qteuV7J;c2hU$#psDr4?5s~(_t`a>FN6R` zn#79m5k{s@hxIU#hfs}0)?l5#g^yA~MMBb@pGg8C;M!dEuxLf(=|!~Qd}0beKK-c) zvq~#Uc9^xXOdr=xcrb>ymOvL2*mrktb&C!m{>`~>MGLn7F>DvA$iFomm?WTGCBip%g@Rz^~v=VBH+HjsvUQf{7-YeHds&ny3BKMeB^c*`6 z){O*Fi)gr(?YA3H!DKa~WKG$UTLpBw;M+vT$OiB58zu7561+p_QD(2u(u2%ICgB8N!!gP zs7%WyRDtsV?6i7|i9-@qL~q?v9aT*G+>x<8^VgdyHiguvQX9Vw$GY~XfmK*2mEOI> zK2Ag*IkmK%iS9JhczTPBOOAcpOmnD}!g1@uCc)y67XQIkZ?}zfFS35gWxrj@JauOr z%oMuX-F08K8^Z6a;Rex zK@lJ;W{6(W){Andsu-Oe8b1ZuIQ=zXlDM>FApZ;>rxGj`%w#VF) zUur||7>-<|;Scx^KsK8EV5TvOad-~uSQz&PkxUga-Vc8X9B#L1lCMP*M)y@z zEH#rgyk@tMDk#EsK03QvBhG>!mEo7>XQS5jTZbCDG}Nkwe6o#QOX^B z?X1n&hsJohaj)~8{la`QEjkeP^j-g*4yd3D6)7wiXGECphr2f1e#RWS zq;LsR*GPTAbvM4`L@d(Lw6bn9mcyRDmE{BxlLjkk3iF*IMn?gJ_5QoP%Q*3mb}pwK zWa7y1+FAde+rM2KyhO@fwK@8gS8X?5yHEeb3~8dpKNu@5bc2!_tO52(vr1H#!|4L_vgzj%4os67UrLq2{HnhNQY4Sm=J48I&) z1(lAO1$DqlOK)LSFD_2 z#kBJD7driUc7$5MH%Jp8Jy|*AUv%cWnAV(C0Ch7@g>}#tY{j%mQXqN7H9#~?n*p(X z*!sI&smSL^y3;w&diyW{ZQ{5q%KqXt-TLr~8lT7CN!eF3+QOAno}n#k`y%_p^T*hq zlLG&{FJ_b5+*iQ(7wvo4H>q-Gaq#VWhNkE2w}n~HeAAm@uWjGm;*-=qnJ&p=UjlT2 zB3ARaamEiA!N8l=hPO{)m}|V%$fv|8yN+Lct7eN#F3}6M6bWDc6>8>>%L!}YpV)~6 z)(jz3>hz{I-$~G=;mj|hdj2L4a<07U(OTB3f*pPCi2Il7`=mbgnAuZoZJnnol0nA+ z@IH!UEc_Q^$rrR~?buueyIeu7Ip7*1d)nL`Alk-vAC|_$rVg|NhBaYc0Js?7#?kKh9j&nP+r*iOSj^Ow%}o!o3}VJp`Lio zM{j-hTeZgW#;nqpqm2R`&_bs>g=I%2Lb7PvVu(RXbVR-UjGP0b$LMEcj0ZnTOi*y5 z*pM8p0^KzbLhGB;9<-M>(po3Szm(~s7(dip9eQ1(;k7NQOT5H!wz37*xBF^ zjOni)&?{c)km#+oo+l>ipo*!SlBSDLH(?J?4b*52@j{+(d><{vWcNgKIG4d{IZ&5X zIMsN^jTVU}meD}@8ORabT)& z>`&Gdlvq*ohVP8&o93`~Zh!R0YZ}!HHBJ@f?lM)!-$3xt_y{CDlm14ywq#;@WA+fU z2V!O>%0nsOGT3Advw$vKP?N`d>avkpAnvJN%a!`;n@3j3^u!^=TrV%@)WbO9sIBVH ze{-08nxSD&>g_Qcdh_^NTBBt+CDp-Zs?1=aBpHBTle#z?Dzb`Mu?6K(aN#Pd?9p6h z`=D6g*w6Ez@1t{1a*g>=jS+Yv>U+#>!1Es79QjS~dlG%_N9I3SNXxX_0(3gB%jF0s zd#523jgYyLXnL)7-?lY_dHLHC=)izG^f|S1EIE6)&uU185G@4{(QfC&fyKkcl}La> zi>LcA$}#d(br<-oSZ)uQlT;qRi7N{Fe)pE6;<2RScJiAcKPoofQu=V{yJ@|oepP_9 z1&*Ac5?fTred2b6yjY4zsRxxgDAQBtn0ipxSN_fea=Sh@_mU_`nRD;mKOh&A8~`j> z$t4w`ZLICY2|RNeg8cogA}VdX=BEQN5|>vnSdK$>x`r_zB}=i^mw&ZqfN4rJnqlDn zOd+^)aqgCZ7&Q@>BLBB>7T*L9HW&zx60n!=lgP#Ps`g%r5{|42yYnRa(GT}RK>GL2 zj_yUsaO=tWE!H-RGDqTlWj4NOAFnSZDOjv*dbfkA0rpbFRPqomka5zx&%b*GyIjnI zJVpxlo~`W&tlQ22A*Sg?p($`?{fo!z^Y;S59+mHo zlX=Y!C+=2EiB%T?Wy!MZAqn$rY)U61W0vf-=hQVj5S`7wDNUo>yv^y6YH}T{5QY^AJ4Y+? z;+MBb%vKkLZ>rCFfq!;3*21SL8W#=qa>wiBS;CTe*V%hg_`Jg1fGv=|;6F?71a@OD zyf|dD@*yQfs(3m#3LEGcDLwD56g(0uItzK6`8s4j6{98`qPUl~UVOlAp6&iFF2JuwDY-Zv_iBp9IhHmJEom|8ex{)(Jmc2FOpx!j~=iC zT9;QJa`(3YF9toRu|*_WtqJ=>(l!Da~bZWmr%ZOb@IDa#V_J_qucLFQRT94V}C$ zs{?hb-nsBam#w(qr+rT#n2)Yw$X=c;AtH#6!^(VyVUsviGevlJpRO+Td6=kAQ=Nc2wh_2SW>u?V8E>g9C3{{R}Rm60_kACjt;zMHEYraOdqt?E0@N%voxh@BfMZxFw2{&8H zau@%c-DsZkT2E~uy6>}yz1sj$?A(y~rWuK%PHlO!KF@a>G8!*nN|xO8h0o#MU1Bys zh9Ba95ahFl#G|TRbB!MWGttOx|5Yi&{1mXWm%VH=7n4|QCh8-cXMoAdl(A>~a+{W0 z)4#a9+idL+CY3dwpK{RMuu-w>wCHht_j&oU9sx=!+%;*LM1uO4uX9i)rxY~|#JMb$ zYaO165d;sB7hTVMmhsQON9x{Cx0Z%7uO*iz<<|wsDmfs?iPbs8>rZ2~>5PWse!7*u z`9!~704j-U6Rl3GPg3H5EsqFNn`*kZm*d5uMY>Eqn9~}yM*r?{(Q3gE?oV07M>Wdu z`Ro{i!&j6~bnDg;0oU5icsbEHyO1T-Z+AheQ*D%GJrVauRqZsbx4+6;$3bK2X8*8C zoXY5E6*d^{ygwCcfmVY`&V9^$Cv1vnz`#?lyKLN(N5Yo-3R$v=h3UNcdEiL{x0JMn z9c8ShE`McDa{Oe-wWLb!)iIsxd+WlV17W24O6TW2f1NWn(FNbSK1jpg*NA_Vw#t_l zzCTTMnlX{#*{{sClLTe3+Fup!1N>t?qmzoq$6TJieIb0N)+$rF?RCD~T}etn6B~JfIk9Z*!~y_qp1p zp*6SlWu;;R=^~*FykqR~sS{4%%|y%4hZ*cXMJ%#<45hhJ7Pg)%2T}{?oe$)c7xG*k z#C9#_9*nIljuBe#9{||Rx@p^PWDEL`4i1MbE?T{TM0LfXUSH=71Uo|*NBUJKh$@C* ztdWoQ0l29NUzS)iv~_5q&=)EC=Sayl)_5LWnPoEkq z-}Dlut$3@n<%wfc_7CjFx5eAAX5q6w&)z9eFRYEGuOGl{z%n?_kNB<%h0#>)<~ZqU zr;(3K$9X_pM(+cU5YV$S{_sUQ=&(@NVqF?#aAF_@ylp>ktb_8pdfRAjNk2;q!s4aS(UaP&`Usd5Z$DD>Wdxq$_ zWn@^94nk^YEe)*Z+JwQ;BSiu6`7AXJ7mpt-ySk11hMD7G@z7Zl+NX zN&Hzo%Bkb+F*YW4V#yY(ytyXHq;kdS;7_Uol@U4VtH2l-g`2aU?;F1Sgl&{OCk`6R zpmB%W-y1|2Ux67sz}n^DlGZW;b%qJ89^i7JtP$_%kyd?}Cpco$X8g}F3+2c=R>F6% zmX=r6UBQU>AZuq*F@ABPW0#ajEWaXr)S#hG)+d9et+K^n7Tbwp7vDyc$R7+t5wwvTAjo8I-a(}+oC z;YHymNy3CyVaqeq9{f$Q9Zdt@Rtn&%MJfVs%LGNdgB}F32y%_<@gk#*A@KIgt}3NS ziN{Bj-U_~zOr{iWh6Pqy$DTBap8Fx~H5Q;QEi!ynKUFpvU`5&UeREu*tix5GoU~&n zp6EaZ5Qx~dg+fz+N=D-Q9k>3dW21*Q5^IHI(O}{dW#KBVWL%OpG#Per7-m*+hC&QV z&b2{rb^cEMK4jmYZb(+(2|VtAm1e4J?P#6X!AFGACiR{|E{|pP>bVq8GGprBXF7Xq zgiAAdE(&S8o94Udw5!vwOyyns72YC@bwX6IPXsY2kxcgXZXm&a;va?tUiSQ)AKtzP zBqf3uXjCAjA#g6&c)qu&(y6S>x1#*FoDFfOymb{Eg`84cw*ZDy%=k9m+A(!S;V0l@(E*0)ztB3GR8^>6$7 zx<-QTtqYW>Mi1*Bol7A*f@Q?m$1Y{z9ee7v0~x(V*}N=$wQVl!v7ndmK~YWoQ|(uo z`ZmX0^LmYOL6&c^^5u2YGV{asM3mk4v!a4&|CTUf$?gRi$`Qge@hsGq?%O;2l`S9W zTDaEgo)UE%);cNf)R6`f?%B6iTrYFoW7sk^1LOq6oV3oKfyeP^mWiJP53Ck*8oYPb7P$dd z%1Iumu&8m~TK`UEoqR_a&gDQ)9N!G-Sj%)2!Nw@;_2nU=QEG);_v_69p~a@@)tp(s zn`)RbJceg(ENjNXs_Xu#Vyn|`b~b&L_DKru%6Y`UNw7})-Hu^+e=Lgp7uil~WW{QU z*MLt%(3h02Va;+>%$okb9m)yXl~G`TdUAJ-{1;Qh8Y-(CH!BZZFt;mS_MiTw^H;Hi zYAv`d`7hBA=%Lx=Xgw84(a`zYLWx$#qQ&QLMLS;;AVewlLA<{e{z0tSE<`px>WzbL z*J9QEn=&a4#L|Q^;n*fvsjV5`-5#kR+S%<+t?D`KR?E9nj*C8E^-ge$C zF)B>3ic#VdO8jCOZStWeK>Qw(WM=DzL{;iY;q{A z?r#>^QXcMLEAB%K`r*YYn#<3ZjZT&P^nv!tLSKz8d-Xm_1Qf?xY+NRpxbDJ-70p}C zK9PAI-gDWQk&}s8Cg$rClZB z9{zU(^=ROkxa;_Gsetj<>Y?&6B;nV!dr z=|HoJ$GqATA7A3&agO6bQn!=e0X*U)hE^4I?{o(`J$dOpgKzU;W+P;}be+?UQ8AxK zA6aG#Idg!CcgjSABtzZ;7=yryfa9SXrK5rp{Dn;Ej@XMasuXah(iEa}was^OR!Ok=o2l@8@%g1bJbRM9t;ZeCi-!=mwa%g}B}m%U6EwH;emYPPGKncPd? z&NmbfLN6{rRP!My5(l#yZrcg&9E@l~Pi`re zP6{C!qpmp?udxzIe2$f6dwWGlZ64%U+uHc27#?7f30FEq&|oDcR@E(ai#IL3)YYYb zsyjN@JY+72SE{WI`~>QPm6O3sSHN*v_dKj-gZ}e>hcFE9&B1G!Rbu{2A#5!T1`gvb z*({pzxMCPJa#%v(yqvstwGd9DJbUzZKF5_xq7h}P=7fJ=xivLSnp|;0Ht8p|&>;;3 z1Dc4`ewCO%()>7Y5{rp$mkoyFI?Y(hcXdK(!+tntze9COE_lDGr}QFS0pWO8LX&Sk zVL`jZ({9ETuDt`O^p;rha?WYIBTg^xHsqaq$v~ z9W=GaovF!w)+)8=a`XQBw`r4?8sf%*z*UI;86|+@hF3-6oez#OnIETUqcU#y)#pq{ z>_UuT&8&vWMG7*VS)8J>%%2#}u?z90o$l1oxG+ma6rijx%``wfY*d)l4c$HY(D5%g zF70+_v4zcy$P(gKnH>770J72Odtt!{s<+tO_4wJG+Yl-qb_*SF9o+ShJFoY|Syl_X1PIW)bO-v;>1yj%c3qr zj=D+@OI*)G9VW23ucZIX6>s@qE0|j*y)Rp!fz5=LDge~JP^-yOpGHb8C(o!5lKY<} zh;$c|_OL`&6V;4jeeSq3?R2WOOn-%nYkF?uKgeOEv{&E9AZ$xE)zd1f~8*V_55X%We!>~J;XVCDRD(xZSq>vkJZj9N9vJ*AW<_n}J(Ms!t z`ej-La{o2-_5Q)!SQYX9r_R0o@))~eMlL!|FP9`_u>83-O|>#~XZUgu#jRh(*n_>%<=h2PB*?@Ipa`*ueMZ6okqo!Vgi7fwf7B4k4QOL?h3#W(M+Pv@qbn$M!@ zeC44h`M{rX*LX~l2nt5$$FyL>+Q<=a&dw%)nb{qkiW5RGs9n~OK(mxZe!kG%X?`)# z1vu*x%eKpmi}+u5d&fA}^Oy2^m5gd#lV@PNzKUzm%Ic3StXTXZX{y=e5CeE)$#jO- zEBJj3nzX{`_Xs8qSJ|N{XT<`>?m{wvfaN!uu4&>zfHqE@HYI4LFy#U5+U>e$je0>*0*9}J z*2gqu%&1Z&1XjQya4H3JyuU%4VwXh(XJ)eRCA z{m8xb=;iORl3e^*o10pY=|v&n2al))YEg_)S=gQ_o}dl95V`f{Z1~4a75Or^VI(fM zx$4JJOsC=gw1PZkpu_nAXB}?nDBq18WaB?^1?Pq;e;gC)@yq8wzkUlBAqVtIj*2{y z+Dy&T-dHxezSJsEjf)k^y>Q{4U;Q=HLu|(vHB+D71QQ_0-{D-nRYcrTI71Po!(^=F zXsYb>%uG%Kg@?0WSVN<@K{=`EAY=Cw2@7{c;e|8ToRMW(Ym$Io#``9~A8-&4x@-pX zhizNF+TtfGDZF9Xrd_D}UbS6n0EEkbn{8+&U;m4n?C=ye4x;f%pWP<~haA_E#j^n% zxuQnBHu+a|MpA1Vh1Lb{Y>qt!$LvF{Fw>WP42PI?OdT zeM?qCUg2zLvfBifjERt)j%x z{{;)ghxZ@ks-C9~SG$(3OAo2yyfT3AHIz2h)Ox0ztSVO5^$qclpd9#e>VsIMV8RxG zBSg7ZC$)rEs@Sc&pct&^@Z2ujJ*BCr7cvijm;gw0Gl*s|1gCOTfQ#CHqB?Egg@4bY ze=FOY$IS(}$lt<(pZ-b(+b`f}6U(Yj3Dz1&o)_-Ae)?Ns^5(n6uA^#RVz7#W z*lro`N}W4q-JPlOOR+BbuE`{9*jL~`aDwPW+B#p1fc8x^>X#oai2U}C1w|Uu1*Ntq zP@-GBI|Q(2_yml+F4PKPpQnKfYE{Uv`kCwz!9%8D%n;QU5LC#gyG0J@Rdi&3Inr!) zLN>sM1E>Ef5y2k3fo^V6!p5;-B1I}?=<;u}{@lW=B*`Z>`0pt~{L_&l{u@ywO-#ts zQ>BC>_E-}_&iy2M?iC`sdf-ZIJG|WcPOX~%(>A>m(tfG|O zW8W~)eM?C^wnZh)RKi&XAMjqD&qbyD2%%;O)X3TcJOW{042a^gW^VNj)nFu$6r0$k zMg9t4k)Pol$z>BV^2@AWeC#VH5y0o-o47b|$q!laQJY&@g^X*MjD!VV5X)X!4N?>; zB8aYLFV1mK`&N7U8>G9SP!{3l=-~6`Rj?xEwEfMqG9a$vSmCv{V-rzz8??lN>1j6 zv$Xw9?En@ClzvOZOmYh8T=e(pq4Oy>E7~Rl<%s*;fi3RXD8m$);=DdSAbaE`)OC#l zh9Z-X`$HHl3S(K|?m$~`&|Z1T1IzXd950_qRB?EYWygf1A{f@b_5|JCJ8f7dDF%B$ z5VP92wDn7{_=g%DLyj0LURo@Qxw4y+3L`bFWUVB{f7k*Gw_!Ur@-Z8fpWMBwpQ{#4 zVGXZntqxhKlsXKBJ3dXlp(&>T6B>G0*=5v>~k26dIM8BonKS!7D#bdva46ydJN>!M_U8?u$_4}mLx%q zC@aaQyA*3hI$u3hz(IcE?$?)ly%iUq<*b;<;CUbX^EsLq_`8x8LlSdLGCdz9k;HE3 z-GS&Mg^^|xaao1DhW-JBbVUTnbS%0R+rxT+oKmB{j`M=3b$uopbHdsD;>g(thOcV| za~Y`ayJs@8?5dZ4tf&}h-5~p1nJ-Ci*N)@i*CE}JEJm+NkaiPTN$R!4h%|xT1=K&rS_+AP2L16Kr^3jkY{lB#0p z&|I2O7tpDxCD44fb}`VInWo*p*Wy>o<8O$Uo;M*OG}EcXse17UFXO_O|ov zE0RY#IO9W_wA#KX#Jb%pS)MJ{Je%&GeYuf1(dOxn z<7C=TwYdP7Kj=oap?Ec`7{%a4stex=>$Vv2OVKEG89bp;Ss<6+Hcz48b0w*RnrkA`*O?pqAF zP&IqnU^q|)D^$}S$BNf}%i#tr5QjiiJ*MEHTtepc^AF#DEt!09V*AL--ll`FvO#bg zHg9ge9u#;LtyL3CLv+?lI7>&PK_?>vqYN9w*}NpWGRQuqKIBw$;MjPkf0mt-#6UXCt5YARz-BI-5;Q7#X54`o8TPb>ULtC%aaeGpsBfHl^yCbs1ioroV?QMn$ zDsISR3p$4K1GyhlnGlMx3wLJ&VI??q4sTGmw!9q!T}3)(`M&-OJs~E?465$HbLaGV z!e#dak5Tf}K==N~^XV{4r0r&mTEe4n=g=P)(Q%0)Z20~A$yQ`yW8f5if~=r^f5;r* zs%1Fua@O>Snb^kn(%q5AayzoiHpBcXlRWBU$i+Z=P=bi32CuCv4{Oa1eeHT~7P=gA zN&R=LQZFbcmWq)PWz2Hoj10Dd#^;}j)mO_UPZ{gLo{}sS>5~@uekM3i+8oXB+cUFO z#(56CD17^VfOQ&3=-hqcWS5j+*G++RuWwmcQ{ro`W0x) zk#;LZe=QF2 zyX9D@1x;0bfcB2hZMwFi!2wc|f6J85zE4U@od4S;wTdDZLaZI1%di({_GB%$Zj%q=+3fF=pRBw0!En@07t;{y? z@-WR4tJ+b{_HlrmFF6^fg#mJ>jw5+HD;V#%W?vJDfhi526oF(q$S8DQ%#(-2djk^q zj+2@2~mT~0AS74A!T#BwqHs>v^7R;5@oilk2 zy=h^bMUnDM5*aShDo|$aQQw?IY!-)-rK7w{8n?`<0mp@ae461&Le@ zuUs_nji1D(&uZ3F5s#;G<~N-FOUhBnUKSV$``cPfavXI~2g%;h0cXGSXvt|@7!BHG zU^p@%3WjG(LHDrg@fbv`_Pu}76{$DWq`Z$UfYq=XYo@;0+Dj*OiY$7RN@snJdgF8B7pP{ z>2$p#xG0O)O5V~zOD(;al%;Lx5M?oqxuV6*0M>WS#_#aY{-A& zk_Cf;TWoq*7JHgi=a`TA)4Kl8$V+pz-6J?^n&DpZ^{gJP$g>!<*H0!dr%SOSBjRMb zb_uz&(nO6?$yEpOBvQa@%1o+jHANvsuB4mRY$Ll``o)2IRzZ674cMhtS~7B3l!1TH zBug){^u~dI+#U3kQ`14nF07D=jg<8T*n=aF+5M2(rVWj^4d{#Vb{spT8$M~fm4tq` zo04wOMdWocWp71#`vvn3*kfuY(&c%Pp4z+O?mT!A*9-I3>f?AQk+hJRp8PB;bIp2Y zD2s-agV^y9d|k^C8(g`-qVT3%6KiplOE~79slFQq9IkI8^M1bcxzW)!wmy!{?EJ+9 zKV4@L1}68#SD2C@3J?3UYjNihrKq&#<;u2oD`^Tr)ANTMAdv4KRuez=hHB_FBfOBX zx6LKT?fDTJMT!}86LVZ!YJd1K#H2e&zBY93eP80GD~c+hH_r|@r+9JGv1Vcn6Q{^rixbCE#YXkjZ-wqlJnw zkkW<*HaB8@qn^b!peW$deGtV<3-f~ObJlg+PhTtaBv1neQ;M;g=OCS9?L%9(o0+GI zvmWJ%;(Ge{NI#$u-y}UP|B3_yM~9w_Az$lc4z0x|M$QR%^*fS%2px4!r9aW36>YO>Kcih@CW15Vp5vjt zG{t%6YfCkGxA3W>7+-bvs;e}7^CWteO&jFobx#8X#j99lIwTgrJ9p`!sG3c8b}1UE z_Wfb7F6Obv%%OVELDAQ4N+iIW-XOCyH~)}v@!?h_M&~kfEv5K!&KE@bU0Sc;bM2dg z=`~)C3%oMnOaR4+=$YJJM)1MLy8RyjQ9!Q08SFRx8=IT6o;)`EM-JG5({i#9J0}T5 z%K*WUd!d%|#roie{&=%82^Fig6WGy7e|4Vk9AI3z0zWa=1;-I}B<1Ohu>FKByMq?EHO&gbBIVR616qKt4^(j1Yx;A!0Zv?W41$=VdYQ?PZ44ByN&KDnW93j$ zuSOnTw~=$Kow2{29NBoMD}cyk`>Ti}g|Iu4U2;h{_XT!!&I>S`6Y_AZPS=DD609!h=KdAJ0>_h_}RP>jc zO7RMTBDBS5$por#qvEY7z4Y_<7ikQ$1KkIHJvG1Bh875|pJuo8o#wm)+2g`{CNVg_ zDE7?C>k-qJuWzUypK6!JCa0Y>kSM>aR`EmB2iHf4j(D5QUvZB&Dz1GSq=up(P6Jel~H`jpk_#168br-@?-qUc=BFmxtqilcU4MRG_z)^aaqio-yl#D zKE2CMhX^LoOnwB`L)~n04ndF)YM8-e z40!FHp*%h1*I7_WzI5;^MvDaK=b(^we>DK=lJMZyAL({5s%=*v-e16~UUZspIT!XM zE}eW}WLUhY{M;5O;W_?(0~ibn#+x*?Az#rLQ%g37p&~ zxj~9n`)7n{m{NPKg#nM`RiWHhd%5<9FlZam`BZxqy6OzTev-vZ)jOf{m#{gxeK+A# zDlbF@GEvG|hh ztBL#^WstICu?40|kJbb!$H z@LxJxTf8ua0rDP}LxP?`ez0hR!;rf$p{Z-+D|!u*@+}%b9G}}9_pA8%HsUV#78pE~ zhp<8EI;sW-@J`fr!5#f@or^6uGq4#n;nTEOhdmkEtY~fpihBFE^Md+=9%e_m%38RJ z+cpsj;}ndD5d~rKh6@A6Z}@p)g)G?HdmN>SXno8Dvjz&NGQ_5CPa)5UY1a#{t14qp zmouIU=z7zq%VHXY;hACWwjnyUb2I%m5MM0F7le-WDe!i?ZbYNzSvNwSme3DH7anVP z)OHjb8p98Q%j$UqK1Axfs)=ti@xzOKf(&`2iA_RPSD{!@$!(h5=U@eofW$z?*{$lb z#z^h5BJ!uin3V5;v#ON?w75Ipd0MoGZ`-+G;>lrlgPlQ+x)t>UO^BSdeitsIs~ehI8C20krFO`! zqmH2{w<#(w>fDfAjpQ7q!@~t(YQW1k-kb>Qr`aQJB96hKd;Yl?xFpeRxE!5hF3VKt zHGhBQE$0l4gzr}%TXIUyhF25f`s?_8Q6r@?uq3?)N9*USz^!s}Zvto3Zd&gJ$U#^C zJ?B+WJzgHwNG$RLwwBIk*W!V(k5{%6RXTl>a230#j6|ED0GKSin#9%;$P`jK=4_k~ zRzmb?$aw#~GXGO-c=i+dCjxsq+klQA+ZcD7?kVqKB0`%quz||apjw4_R8Y;RrUHIq zN!#6FHOp~KSVW(It<<2sgH+~JJ9N?$eP{GArPq{V_l+2xD?iVRk9hz6Ty?-~BhnV< zb?qJsPpon3b+1kyP{2L%R5)3-+YNFV+y!M=KLAYfl~+`YL7Gv5vooi)xX0*toOmQO zOodw=KgR9ke^Qqgm9H}Sbv>%@a9`r)5zhM>d{3a-?MVdKVV(9)Mz|NW}C*YJDO za_`NOW;)_t>~@^N%S^5m%4j!PnHy5#3q-krl`+E!D{t$wlPo^!%9>pqUZNRQGZ z_QT8DSFM{XlrQxT5c$ZEhYx2GRVLa@dLARf!Qt+${?s-Pe34%OQ%HQOojT;Wx+5)q z{H#2oolaq>Gu=8?f4Fnyvph)nip1SwqE#tjSO1FF@hulA=?$BlI%lE+4iAjf)Gpro zRJg8(mjlDtHK??ZKj)t8)YS~kC9AU)99geqLIW(#n%wI@QNRx&^!bxGu3+zN$t`9hz`hePIiq5z7k_fZ5wqFNmxE$~jybd?Qggu6 zJ#KOMb3uDF8xYpxs-#tDh_JHVx0bM(|7?UF!>F8^8LJlP1|C4~ai47hf+>R0@kZhD zKTh=z_}9J?pT3AogYMZ(DuCZk!HwwiVtDIS$sY$QyOctki-@?G)S#RuL;KY-ZfWpc ziAlg7h#MIigWIjS>SHxkK)T2%`_1pk&a*KW5YlE8zb+%Tj>Q=;_@f(OmnhTN^hgVX zSv=K%A6mBx#~$FPbUu@l)oiHeDdqcQ!xZoCt>rSxS7$GDL5k-WXX?2Pso(VjAiT-c zbWa%Z>s?{|TlFU&_He%w4uYMurW2U{s9qDS_CQ(0_&-C}d3*+Q_ePq5lrj<>uaB$u z=#`If`9-j$!6oiQHk0)Bw6|2Rd*B~5wc;(vuk#}#%AMf%GPdHVDv&MptD>7qT z!NQSw%w?0%g*)gNVI631B|t9$regGnaQYh+CMh816^2vh)q;wNRjasplL|75V`(&3 zk=6(0<^l>gW=l9vxMi1>1tqH<#|$$9lMF|My4N$p>zp6>-pO5C32qU;S)sh%OrTMlh@hhpu2TmP@bWLjX#5Na*X12Vd3%M- z9-y5oizr2{NXkD=44uwQoEn1J;7^)r(4hNAsG;9nS8d?vzN~CdkhtknM)FAm63E7# z`O?5I@_*+odp*#;1)Z%p4HbBa0dR4U2Sz?!My8iEpQ zrX2!Bbr8)Lm{KcCmd0gWN?^_;D47*sZ)F5-^EaCyT@k^rk@^^ zb7OBOaB0&pTHNtxZ%$KXm(?RF97N=gH$p0X%wc$+DnBN^Xu6$BgV?;^7p51%)cw3HvNuHue1d z2GXL+FxF64V%88F!dUEL3eaYsZFq3_+>bxJoKR^Yzm-A9m4Y z(A1F*z*o=Ym9{Ntn>SU+brbFjg3_0t9@TdCX(Gk<$1&_PO5aWbAEWr#E{d`g3VU6hp=D)!!0a`i7a!uG41i{fdI6U%WRX{kH3&lMD!iZR zxLp2pl$@SrEO!@atJkLTkMj z3o8HWP`uupp9~`8^3}E3lj_;hIJmN7m2pk3Abps(XLg-2o;uKnIp^lL?>cQPfw7nu{8> z5dKT$@4X9Yd@$-PS|i1mI1pZFWcCLAD_sPI)&X$*ex#d+jn-QsnElu}yhI3O3_*HM z&@o7od{Ui)$vqh_W4wZ261k`nT18>%Nu8>99^EDMm*boF8ya69phAvVEA>xGR6D|I zMBwp%=LVo_wA4@SO0QiSeg1No88(*G0r7^qo_}`_0q|9%XAE}-I0eNnb@mhpXAk_Rq{nmKSJKIW;tTLH3ko8&w5`FJ~X?eIV;hKU^%Cay0|%4bdD96gTM|R<90X2m)vf zEb2Q>d&^V2hAzr|Sv;`q_n>qtN?W};%b9CLyEw`YCwk&U$@iQ4ykh6>%cLLmqw~#P zU4Y46U`tS&%D{o?spH6fI{AN8}E=A=`CRQp#R;@i&Hb9{L z_hk+4G+w0pyx4m|LMxaGVnebT#~gB);;=uMv0^00V&gxm>I0&M`%2uJr@fbfy+RD` z-u#$JH5V6sCzVB)Mag#f?l`o#22`8-x<>QY1TOhukZ@-${_tfphHx!O#{BO?$uj?bu;f1a6`&FC?0Yjph@NL^}&0?HqdK03_SXL8dvarL%bKS*;a6IV zF)P@csgCo@RfC$uUoL)**+eLQeV$$XHlBsl+u9+;D~iDGOBe!9kqA^7*m0JidH8^u z7B#gTyx|*BCku@o;2p_uFPFgvHta&)ypM1?{3oBs4t4xptG`_D~79XZ=_gY0|TDCO*C>*m`apO^r!}Hl;NwMiNM+$_9 z2fa?fcr1d*cctk|se^`!5~6{wdLpaIl+Nso9R`T~(&Pl#JHd>7_1&H%<>$&^%Hco} zq3AU`x=itC_`!m3*#z0|cF13v>4XzyLRyd*I`xJFZvwSw1_t@NE=wjDS<7YNbInp# zn*=qB4*}q9x+9aKi!}4Dak-I1gN6VU%hm~OhWQ%7f#2NhRR!I$s+;X_a}KazrM0(K z4U$(J@4v)8@j2JA9H%*;rH1AAK!ARx_(!AGkcY+Ju)?wUOpyPeH%Y`mF-q?GLv}x3 zf^xtpFAuVXZzsIs^`S5Al1bn>MpJn9fL`F8x#;Q8g(8kBC-l!(OX5L8PZNcH)=xpc z=Lw1_WVbWL{%!d)xP1yR%_42B+7dEL>3*PQQ2o5Tb^Gmq=L@u2JorT^2OV_y8;CdK z_+EJ@tKDxTTJyMz4Q{sg_~U- zx^}ST*>uDF79i!^m`>7enb3Old%lp3Gh%y)5OjGzP7rwmLRTkU>q{ z$vhDxzTZ^}sg6zSrd=etuPe{$exsgfTKu_UaM#1J2c3|A_y8JBj6`(2=0uLIqaCs) zc&P9aSvT6a1nmo*3ld!K{2H2xtWtl7J3RJ6*~e;p#mF6`zKUtniQl2PdinktG_1kq z0ph5b_hJJtt8Y#-Y;ayX6iP!Qn+LIvJ3sx!en05LQbi=Fjw@ZftkSyEu9!G^(nuh0 zQ*#uA00f1sLcp3b&J*Mwt+)*&(^8Bvda`d$=H&(FmmSl1|GtTjtw0?I(ps#$=|L^m znJOMcbn-K>qTOmoaK&T3VGY~kfK5Jm^%3GHZ(}S%4Zr% zM&rPHr<9k2Pj{tOf6Dp@;fQxn__Wh6HVJoRu+b~ih~*;X>P@9+15JXpGRIO=uz&`F?Dqw;eRMCr%lN2T2{^;)30&Sl6d^84ba zS;I8>HTz$^8kRi%`8aPnIp(N=ifPL#a|RoSty&|Axk4qjg~nfe$5Da0%Hj1uB65}1 z)gisV-Vf+!`fJsPi$HgI~00t@Nver()}Q!3Ugj62UDDEScO$;llL79IJHF0eYl%#SsI_#l^2G;5EpY zq;fw|k+}er+OXS-D@hZcgp}ghW;c5k^ssP1RiuDOpb{Xbl-)%1Qm3;GDNt{a58c0; zIfaYXcKXt#TNP9`zRMY0*Zs6)I?0ex4o;(3ks>5h!*GDbun>jdI9jOX?)x=!d1dPs zyHkDX7Pumyu4dbY*XR&TSST$^#0U+_LdANh)f z2TWe9DO#Z5h3`W>UVXBP~BSI;fF44FTy-jJ4X+kl>AZS;$Uc+ z?E`(tsif8@FWr;Umt*-@2Fy_Mb!~Bq{%r4(VEc}=6h7CITy_dk43MVE~zBt zL-9xVnfrP6Z}C$d=OuhVI~QXJDo4u!V~p?MNZnVBX#&;k{3=}ma+=r}?u+8XP+_Xo zEwo*NYI;6_0mg^xj3#8yk*G|a5_v_n( zb7gxSfvgwT6L!slJTsU+$)yNBf!nPbZt_gp^}BP=h%>`8J3ZuXILCiZl*O#|x^(Uc z)M~53v&f=?Pkw~H@x5$i#A?l^VIu2t&7f{V{?%n+_cl1NWo@Ob#4Cc|=NWWgX_(wU zizlv?{c5_QZaJp1u@uqdjqR3fsscjYx(mz4wQCNCTNLrl2M(Ufou7ojY@yh+|uP=g~sUC)CiOF~KB)YtXz=2VOW znqNM(@|1F*A6TvE`;*F*R8j0A=buKXR-Z6Qd0$cjieOXo*O8T>#gy??)CGMQpn|U8 zPiYD?aQ{SB#Osd0QI+^O_eq>`@q-eRD;M24v8WJfYP}*w+|{M3Y8;K}DLs>tqt-|@ zd(?xgdbF}`fbjM#9+JC)Zx1O;uLa2XvVV0MVb1%w%P3r`cMnUSRy6?rS~P)}`?Nl@ zsqm|Yx4$g+G7#%Dp8-U;udxcsQYj`&O~}CvSeG7BI|>7yHv|TMyXw0DzJHe-@EaOE zW6z!=Zt2|f&%o_vrZrctB@_AxEtFP=E&5s$PQV^XA6&+QBFxl;#$*^wVm1Df*#T#DwABtFs9g+fr@KNmoN?yK}N)CPYB0 znXeR8Nv|(22LohuMoFT0Ds8V zj*rJ2lb+BMo&t4b6b_`Nwb!}{IwVbZdv0{3M}H5&%3+Qxkt_bNDd>P&6ilPdNnTrt zjQ*Ku<%zi?Yw*tFz=A?$IU{)_AuE-#;3k?!1t(8$t;e%<*xAnT(s^<<-Sw%^h8i;Q z@33BP(2N$V4`QNbJNt#F-it19Fz}+8(bY!HYW|aI;6rnNXFEE&5QjBM&i&|`h;ela za_{DDM8BF0aPe^HjQT+Nm^?y6#$wV+i<--c@(0W0&n1Z(Kt>YnZo%GKJg4}6L-0b{ zSq?Lz(x=12ZA4#z}wX z;~W{0tToLz?bD1R1l`c?pewD~YnPIY5!QIERO5sihA!BM8nXty@ud|BGTFG+m)(AP zdqQmOP0#rPGMaXpPffwYa1G(g>S8Gb{qAQVA1;dmT$3Uk({s22lic1a*o zd{}`}#T1+2s5$le7mg$1nL{E*%KMSNX;v1ENu-veb}1l60Eb2+bbP@4L>=t7g>w(b!9fj#VHLJ0$qHTL zI4drm!&sRP^1+nx_0qI{kWpOw%%@0>5bN(XS+{}&^pmjm9wuL&vCw!>hhKtXC-KF3 zAWdcuuJavc7iOVlwsLBw57%ng7Il_y`o)$tSf;HfW0?=xaK6Ww>Ew!!v!&&U0k#1` z%%M0Bkvr=+xk2UChOKX|X}Jz<^~~^8!wDS`zaN`QQi17OVkmJjS6WHZ*3k@f`UQmk zc&KEpiHz*Ozr7W%XiKQZ@o3PY3t|O>$R%Z;+lg7{a5$5UaQCvCVuOnlv}(M2kxn%g z8fAB4L&mRB2+?DE1+Jm5rfX*rpR6J?7m#n{kSmr=ZDkAKJXXolMVah_oBcKpe$8Lq zgaualFQ=lRL_zdp!S(ViY3XAj^1T{%IB$dQng+o7I_|ymY}~(zOSm#%1%}n9%JKe2 zs=l0ywZmIv5``hysG0F$!oK8f0hJLp9e{zcEyfnmH=s(ck{T2rU@ADmq+FXasw zUbCLMu&V_Cn;bpxO0VdH^net=sdIv<(oiT&*p2b@EM|rR13xNs94u`7U44Y%h(c+P z$b6d^LS2j&E4=n+_d`*nyA}iE5st;!4UVI1weWb@+bbp(C}vv{CK15RFuBV0TGjk| z?qd5je$|&_PxTf|ftL$KIC;vEWCI#`!s1zhQFJbE$V%F&c|rs5?`%S>6cx=ZUK#1Y zNBO(I-0T>%8BTbdm{eU1ri`q)rY5!L3n-2{Hx1d>A=}0<3&}&vchDIX?;kuo=|C(N ze07-3k&#PYQfdI(iFK)O$;0byTIv z=29O(HUb!RH*TMyy9pxNbICkI8 z+C(15y}2iBg7%6mQU~|cXdBBRJ{xnC zPW(A*Qyqh<6^j-Z)dRYGp-7CW8K8hz!ODBb3IU2tm;f2)h`*6wd&t=Mgl-Y}E#NONJmC6WhTBWmgh*-{YYd+J(<^^Fdab-s(|+Rbli3&u36J zkt?xOgUd*zhNnl}F?d{0Y>Vdu2#v?{?3pp0F#)Kpu-}E6KAk@Jx43_}E;Me+_g_|J z7it>U)^N}Jj^8uzhKW~VeMsd{>3%KDp#dAyRC~*U z+L*zKBn%Z5Ja2zBnT%GPbbweEZy~Js2AmsoAKRkLV9JsjRA-643IO}){)qQErE1EW zBf;phqkJ3q={c@l5=CjOm6AIntz`2`&oA$p35Jhrs7#D3V}qN()P^$8Z4-H)eAbM? z>Lkb8B|41`;}4c?mS?9>AJ3VZqRym%ka?|#?kZZilE_CzxBh8@DU$4beBY(jCq1BB z96cx@^J3Wk1A7x;jdPs8Zud@VF+3 z6hB07{eq*T@Wovf+MGtGy>wfDHUaC^Y?_XnF78Y*1Wk`N)yUQ&{; z6gwhZZbRwSq76Friht00rlLeSN^)0?ov3hf3sjb2<>cgQV9AT1nRkb5<7SDRV#Ty_ZLu4~V z6&qr}?0Ps%K_zdAdt#u7(uj~~ru#Vc@?s(j%Tb)5q^xnql_Ut1FLl&R$(!Vk*CJ7T z6=GmRbuu#YqZfB)fX;{uSzxu4H&m*uZK!3ch$=JuF5u9;j?}*0SHxK)rR-N>E2PfB zNeKoOltFe9!Sk-J&k-wWTI>6{-zb3&4<~>SStu421o~<+g!(Mn_0oHe>Hx}Bxe|CP z;ixN!&;~h6W1ETkNnAa}aBOSEMP1q!iLX(Kr!)d zV{D^+Yw6b*nmgrAm>vqv{ki;MF>s}ECO+3(jaha_+hO9FxGs!J7fbi~qzwFsxD&-- z2Qx^C88l1xjr&Qh<))XvhBfno>nXy&HnKh^F#%;ii`v2bz}f|Ztpf>_?+IqFW$XUI zRwBp!tcQ)%j~{1(IE)$*pWtz`!l`2~B0)qNsAeX8hfAdSD8&)vf+Y#t~lz-7>>l@#-os7Owng; zD2iQLf}qhAEbzn}DmHd@riH(VrQSA$44}kaStqzVfQW?RqlFu!W#u(VHilGMQoN0) zE6=JPIG1FmAp*BK_$)}*2AoWb8t?aJ2!o z%66tmD-w%?lxBUN^fHejCEl`@3?Z1YDgWL~yeRc7*~6S^ z$s`y@dC0+~=W-#TGLFT#pV4nAZ#MHThE%+Zv#Rd44=I{JK;{=bb>|HHbaE8MQ^y+NdID z&71f{#%H(WG@>@id>bx7}=DKku&{Z-1>lr^0lVq_-gt- zo{SCUP8laI00P>_UK5?x%cq+rD~2o<*0IAG(z&=$*a!3Oq5D~033ozXC*L=V@}zzL|&bgpW+c3)gE~|eAN>@9BK2K6=lgn&xj8C@#w{KJCJe|mFA&{AeU%E7+;?_RsW)5R13Oj`H+U$rMm*1Gy1egBdKWRx?KfW^1fj_05Jt2#qhgrHLeX?m zWc9H2q?rk`Z{l30mcMtrzMX<<&MCl`&!~4QWoD{LEC~kUjrO7=?8YyaBDRTGdeU5` z9z}b42>n0Mj5fhf(=-$`K((JZtAQ{(-N7cROnrg!+L+`P<2vya2Z@5i>s-Q1u|H-r zJJxw3zz+U`sq#MI8pWX-ZodJR0as-o^%eTu_x9CXeo=6OI~aN-K_s9d-8Syn5u?s0 zrmv?tU0E3HKPG3^)3-FONiWB$Qcx+Kr_eQ%7a>Nc+-w(|A6D~3G+=tm-du;3U<%?? z@}Tv)F_>%Afmdiv_J8;oqaVZmSf-hgkRn=5Z9kS&(u%8e!pYsXMFj<6!_~&$y_wqy zPAFokAl*_N_P0Z>)-N2~VSravYM{uN(gle^x%+h%c=;Z)EMT405nS0E*ZSW>LyBUG zjrw9uHahDkBoMWo{Qf;Qp32zGT0;R|JM$z|rlr>4ufLKg!Jzbx=0j--Z@k^=PA!I% zFU&NLd!u@0P6Yy!8uL*l0dCMe5-NyqdBAh~&=1v5#`t$ioCBDM#;UBkh=l*$^J;tl zAuKm8UdGr1RntuA%cp%NRC?ioxpFnV&DSF@OZR2o3BivMEfOUFUebX$>ELH+9H0tP+~-BFtCZJArHA-xG=-Bl5g%YaN91$3UE2Zv#@ zivT-4tkK-Y#8emTCv$KE65nl3L4RgJ@wtGLX`hY!mPi_Fix{T0Qzqpy0jga%Lb{ZV zd>aT%a)sHaAll)~l;lCo{Z`^!w%1O%q!83!LlS<*PLNaqj5S?WQ?XY$O!;bQ>2(XrrKQo67FCL>rvP;hD?q1+z z%v(Zl0eRfy6m6#Gu=)6~!dgiC9z0p=BijTaD;sv)xHvte{SG2gXq5zItE!&CN!XPR zT|L9z2jm;1FK0dFmnh5mPdsnb?fDA7h20goBb#Dj>2@1_8y7jbmTdrotQ%{eor4;E zPm{M7r18?>T5=bIEJ1MTKhfg>#l9WaW z9vDB?^+7sjp34TRBRJ9cJ0-2{PdfOC%|X7f&5zyBY>&4WEOj4JD@-1S z$qgB(S%&1vrz-%X1R!E(oi1R(md0-#Ta#df@pVI0?X% z2utx;&K(o`HCEBr#3NB=@EmB%=B1U9TwDpXELnG^p+9MI>+ZMV&5)3Nl&#c$EdjHx zQDizArBPhGqu_H`oyJ)tb;e2hygq-Ht9KMN)HSVyN9zRo2Pxz|?KucE637r!?f$mF zG!^ZtA~=0_4{R;YC$-Lf*vz}GV#y29AIvRulA|AHM&*RK_T4mmT~YBxpO%eN1wBfu5RTC0YSLu0z_z18gKjGbB0%Jo zAbHNejI7+5APX!IPG`=0GugLw|9n&3id{T%@YENP6NZKRMf3E>uQ`ELuUiiSFiIbz zey4D&RRPb)@tu(FL-2;;B0->3ws!Tgfa6y(WR1>i@tb3Fh%Saq$U9tyQ*Q8?qgWuu#5OPg8K=SR(#D3DbzhC>D5Rm<0JxlY|4c^eL+Tg`Hxfs-f#0tO>8hB52X7`-8un`t zb&u(y85~CZ7GncAJ6hRp%Y(LF1G;J&$eFo*zhsQoyFu@I?bjPtrs9V|0U2ldBJ!B) zbF@DGNfW;qH2RByE!_q4ahI#vWXRyx7$O?7MXmSC(AP301ko@4c%z-9bVo|@rl;E0r-Y$=>jVZ?hE{!hC}&4ni+|`kQL?lLyxU-9C}{!WSFQC}!E-KX^`BW0`g4DtpjagV<7UsC zm3$W{q{Ox8P!kOdeADc`LuM)q)X37<;i$g9&KL(3#&aRiT*gq*_JP>frgCCfip!NMLcRdnq1`2JY! zgcts4E8u?9o|jOP_G-VOKA{VbECWnlGb3%tGfNSjfg%whn#A?*ZfGdG3~EAhI-OG!ws#?NvZD3R z={}8@g}3FSlwe9fcGm2**tA44Xs()*-Ph%q7U0y!N>7@ZuuD>z0~kZfH6=ihHs?d! zgE?~+4U;dM+x#jvdUN15BP)i!=c3|PEJ77EBHg&3;Pa#(M=Qo*Vh(;h2$94@Dk|tztPIZbYeT8@>@&dF(y0L?0Ve|y z2Q6&!^_da&oD^!nG^FXaf2YZ+8JuITkTq60I9sTENBqnv>mV=A{;hCi^rL&ab8IPm zt%KOgLpNMK7iR5W`y9W$lGMmzXzs@|XiD~^N_e%~AW$80{;K8NEwB-IBDJ%xnpseG)%mD4FWeV{+|&E`m8i7cXh#s$ALJf+g$j#OtT z&8Lr_NpRXA;5n2`X)O+J(VR&n>=o-h~maovIksW7d357O2- zp%jk(z9OJE&azXEnkDTsh<6$YvWZW2_ai*hNk*gmDNjTv`9rEEL82zi@`;(_#8-auauG>18b>pae|>|%Sx5@NBK_^q%^=b#QR|s zAaf1MBZVZ1efyG+~Q%Tz_j2O1C=+X&(s2{;CfZ2ZcB3H z*K_L06HhXw-Eb8)8+Rzp2vy99oxfia+q!I3kaAJBMVL_AU|qVBNXTPFi(*=cO#xq1 znR-kV0MaiZ`43kj#jtChh%sI5$5U?8a>PCZs05?=?Uce=W7D6T0$S)&T))^A_j8R( zI=VhNmH}z_Gnyd1W*hieQj^nUV#yJ7&+vG(FaIVn1`~(?+M-HTdBpA}00Fu*4H6id zv&`0P9N|9GSIZDqPoVe#l@8y*sAS)EonDJ7td1u?p#hduOmw2}X=F}nZ3jd?fN4zM z0*PRM-vqI*%5KE#pyC!KBY1R?Owq67fVVF;Xhqa+11w3m`DPdb0llK_vD%IxD`=pd zxaKGzqphk`hE9rmT>@E!_@nHOdhxBhkIy=bVpyx_N<+9xw(c&93BTyia%~F?0A0RS zR`RWAf{f=P3CJB15>`wwQCHR9-t8P>##%=mw&UM(3^9WXXPXwp_F={x-th>jTi;i@ zm>LAG&wT;^$QN%2f@M)HfpeD=XlM!9WL8wph}B=>6KItHRii79qaJPmdYa!* zp{@1ttvm|K9Ylx0s<{iNm0<2X#U);%N5>|^rC&|#Yy`EAKyGG7dN2)fvPbUzbWyFj ztmWW5UozRgWXJL>+$L%Tg8(KB#1G+rL`+hZO85Mxx>C=rkTY+#AdY3#)dPaW^+vXF z1@873igP28y6as)2>qv6SGw_1`PZO&ZVQ(9#=RlPXC?pP8frflgKRJ8$G({+Cy8CW zf3IQO))jg>qDkTt0;W4q-Mk(sjHXHqr8XxYX^t=h9dl47*lxsynFces z>I1S5i%ptezM|^uN234A{4*DGQYi5pXkz-B8KDHTgxnnsbQM7B=oGLkKe#{7Ehe8k@ zr6$CN=n9@bEPJI+Gnp)sh%R_m@=SJ}0Bh97&P^J!Rb_5-D#9m%@~HDY`%1hAR-Mb` z;V(}BO>jGcFTruEP;!9g|LY;IhOZHs*2oytehRhSE=Us-aOYIBW3Q> z+hxuGOi@0qsekFsBDWpaOEu_%*no3>*K)o1Dt7Qt@X3-Z*eS=&2B?aO{kOPkMY zA;$4o2`Ag)Sx$K6@`QWOTtjFAL(nMLP~}(ONhYpwLf7f($(G zn>|#BHXd#Q*$Fol-RC(vBBV@B=IvXkJC{viOFKP@y#l*AKiA5^F`eyfA-+LEUV68{ z0t;EUX7)I2UB5?(tEQ2$13_c z<9BZ!zYzCiB+Xo*oqBK!%Txw$x>=ybMr1AcHus?LYdPo(IU;W`EdxDDbhzL;nZ~OF zW5flz0KBpgmQPo$6clflGS#;t!lVzu5h<6a&|!$Z#&vpNc=VFBU5VtsFghBY<&CB( z?7orcr)bm3q)dt4(tx`~+0U6ct|sQQRtD3iFyzHLzOy;7ph4G<6YoCWr@*p7_*o@R zVoXg?lw!JQ6vaz(qqKfkWQyrkYmg&4!q`+nYe4Biy5&3ucsB+o)QS=2&3fD-OI|To zmi1ACE~kymkGi;$3<`Sh&{BADkuphQ z>t|cxydFFPIA@sCMsQ*1l@2GCrWpPU5_{snC?h$juyc=XY~Ie#WQrSnbE!v{rnPRFw$cwj+yFGgQl+G4QJ$)8lc0Cq z%%uT^tq@ne=mvaIoFCeY&MqOA%M@3u^ak8(q%}`St7UsQ&s1)llsRz|GiKU^Y%J3n z*p%_K`#!(xYrbk!fs~)4s>r~3lVV7pbNUmk;xJxf@vl$*q{dlzYc^#v9Y|WtR4sL8 zx9Exc1_H_Dm>YmuFNFz1*YBG#Vn7Zx#b3I6pNcJ1>&dIIeB?%y0zq#l&GSi$Ux$Hf z(8-6Ics(uZ3dXG!wgQ3w-i(kCHXyE$Z#W1~qR|brl}IZv!~@_|F{=H~cw?95lN}AG z|CB}Q1zIQc_#FJ{n7^q5lRFgIK%-%DGn^3i7SNz4Muzbad5(GdSRK$U_qr~QaN&ng zk2dte@hZN&=EFrYICxcW3w|~(ln7r|*(DVaM#Ugf(6hzoic@iU;Iio!3P9$0XWF;S zGBT{wdgf&luhlbY9GT&*kXc&rp$qdh5arliXaO>hSaJmnJySMN0Eno?MxqyO$0%y6+#l{QStaaEK_J`{gGSs zd0OV5F??nV{18XWs3_Pc&`ICC6-3x~nJp+SY`GdJyybUl2IQ0cE1cG^foG4z=0mY3 z6m1VRoM_-G(^3AMsAT1hH~cs%Wby?W=MF3A*X~GN=`_1RwfB3=HCdHK6=v70r4CyK zy%%w;)Xz<~-7%PnUeDl_lscXq4{QUy(!;KRJeq+odQ57c01qO&M52l8=()?CbcRoS%{D2hcQ5jDK%3X#&p32b8XMH;K!kWOgedq19CgqMMD&k2V6_`eRoJg2{QEAWB+Iht)L-(J*JM_k) zT9NvxOFwMZGwY8aw=guibK30eog7}&E3dXEFywez@3SAxWlAz6-G_pKIa^mD(7)+W zo;vUtxo`{3&z)CezDZjZ&lk??SUzhm!|n_RX2IF1RYxx1JFdDZFIGF~bFu8~Qi$w# z-_nBYyV%XeDSI0@D5TN^9 zx5zT5`UChbyX+EP6a<$!Y9NEut_1z0%{9%;Ph!lk%Wq2st24$;wC)+Fpm@`{BBPSR z+$Zg(suKG#KucPR5V=E@zJGb(9mN zHQlB{Fkmwd2woj^2ShbXA=4LH>QA)E!%{JwuAHg~>sgZ2t;s24#Py&Uivj=oEWFD_ z9sVY(T}l&(N3OQkjhdHap~Y}DXh%?Y-y+eAOc6wT{Cb~<_?4y0cajYa_1E{aE}A}{ z5O}lxHNol`-`fHv?_vA0U5yM?O@!}W`lO&E=0_f2|11{@75vg+b9rL8zemC-dxgUQ#AX(lz6sxFU=yy)UX+kqz zzt(PJY4x?dWqpZca?v+3=Yz_Kc5|+&ULQ3cRsD$rU4`)O!ww3p?Xr~Rrnq8airM|+ z)yuAP@S!=P^}*La&L{Cl3YJ(gRD44-sR!^{EfemTYyueku8!3n1CZ z>{^`~ui-ZYx_+4j6GmFFH}X)3y^Z)StBZ(-r!eG%vPm7!!GKf0(u}lceS$x$K~?B< z=gR?LzWR6n12_hrD*Z}_mDoE)`R5!mEm)yb`2_!zv*NVhpmT@efSpm3BL=fjHg3dh z-<2D9c~bvv&@0alAhATI7Snz<4Xr z|A6TWWJ$h#3LGhm{`wqtvI}O5%d(aG&!MgtBlOAZzUC;3^H#yFl2@;lwd8%zPXqKz zNQdXKj{w#DK62Ml3vTah4Y?UW`7w1q3v=0zw?F4wW<6KTeOJ$I(-_=>pQshRkB`za z5}*pGF67737aE;yPS2K%PZ6A$I<9&)Kg-*GDg#hxZ#?OFhN~TGh+j%Vrq<0nD47F# zyuAZyc0M=qZOHT)f*;Tv>*`x-`aTi~#meJ&b;ICZ_A2gmv5aPdXDiTjdOL-$X*CkFkUr zUxN)&O}lKNn%tT|A-{)WPc5%~?o{m}Ld+Srby5;_J-)&uSt~DDku{Q8J_hHnOVURR zmq`8issNtiAr`MPJ){GqhQD^%tFyf_K5)VGJ(yqI>4t+*?M-t!z`yV*CGe+MBl+7- z5*;lk3l>{=RX5bA!l_btD;1%1B#dQoV>^t;a5r7wmF`WA3r4P_tCXk!AoG2{t+sJgfo7{` z`^IAL`P?3v^IsAZ0*N|(#J}kG`RDxDE?@9K-(6dkMe-&|s?e{aE#aQkovT{W5v|P| zSXdVw@W!$M>#S>Z!wb3RMmmJqsRi5;U;)ruHNzU7r&S3g6V2y)read~dnw<8`fC-e ziWv{3lr8i=Q*WAdB^UtZc=`pCswQGL`mM5Ot%E%3hN!+!{{S2BiJtxYKno>=(SkeBXvlEU~W1vWPKJ_6eG{hQQ}SQs7UMGvYm z?Dc47AlM$@(f3mVcgBA48=C8LF+@>Rjn(WQZl0?>C)$`B|9mx8eTDb{S`@>!S9bEj z*Gv^=MsS8c;?;Hon}eV?DZ;OKo1tpSFxD>KdnT3~gTyp%Y)Nvn%yGB_PCsjHfA|$yB=EewK&|%knQ_v6l&^1p!e0>R zYO>Cmja2s!@!>-xOv^Pry!YxL=v)8=C}jV72GMUC83g}?_etlwQpB*=_ohfyMe;4y z(}oGF*G3ukI+h{D=U}TiaiMZWZB;I$z2|4{B`;N+IYu$Ce-f^!_zjjck_*X|>ifop z6hA6;BZV5;^bO0Z@6R-qb-{0RmYWmMV&U2JSmOeo<9*%{-(5f6lT9gbJpqgNAt5E5UN+H%mUtm*sA?K=FvL@Sv&K$PBc>y$CjINR#ZmiWQG zLNPA({S>_`@lb2IUi6^rwT;X%Nnj?YqSo1Sj*bts+pl%Qu5ZVwE_ojVjtrxfu*GfmLn0kv-{W*O(MfNu`UFnHf<$WLh zDmCWBUE|Eh$-lqB{`Tmh5gHs$Dq3=@Ebba3c?z+NfU->i-JfU7=#x_{(k>&n1_B_4 z?O3A&6|tKNh@k1zK|2FTw5F*v`0wdUJ;vvfh_9SiGbTQ5mdgllR*hFJVOYXaEO~_G z*s#JO|NLyIWM@5aj0~FQoWj?_YB+r=1U3!a9!yP#jc7b3nqO}Swi%D-!siP^ZY5XP z?s-r3Wh5b^7OAyv@_xpR3B%85F8Uv20CH13Jw1n>dyOHF&EN&5!0@- z!`cm#%&nt~s3mn}@L*7rT7B2Tdnx~1pGamI#nv2zZRNYGY(B?rN9m(yxt`)2%|QZ* z3udCZp4*#FCWb@$Dl)P+T@Qxlx00GONokIs`B9-mZmn)WZ4^qJ0&K_~635h~u}c9Z zPrdH`p$7Ev5+S6XP0-X>_nhyz&R874&tr26-(+7=Vm8o9zLETJJ6w#!Jalz(=3WpJ z3LfavZ49q(pn6E;txlNHHD)6ZJxwc+_KItWb2RK}zbI)3%vhwjHuO)>Ofg|#-A63z85e`)SDo}q!0(gUg^KJ%PICo)smbWkVj5ZH2`6(tk7Yv zQ0?s{?qgUQU+A$C_wweRvcx_%~I7^VA*)hU_-+QtF zwym3V&tkQYl5Wyu?og5XdJUXaIfqBWG}gN$J(~_lTJ&&r7AP^?A*hi@+mh{!zR4d+ ziTE&32PoZx5|6xc*KY&z9Sa&*t*Ze!?j#oCz@J`aN8!(hgPS+m6w zsr0ExU%L(X&jgsUI|o!3P`(9c$v)}JBxj9c2`2C4AMoLrSV+rE1THo^?tI!HUazyH z^EKo_h*GOtYmX;2EiSOTP=RnDMdqxKk9GaP?qyYN#eNQhp{}=5LO(0pOh+}$+$?(T zBvcneQ65ziCr%Tdl$=v>k8nkG^e z;J%HTeq_p^xMlsfG~xc5w^O@r%Ifd4glP0A!Le5Ei&Zp z>jCT8yMG^c2l-saU!6^(@YU?cGF1!un+tdUX0!Ep+^n~{OY4yDNTt~N39HU`(^)~r zX_wE(Pfz&GR>(kvQ(#FH$3|)U5-?luxw$@4Qk{{Lyl=8XTeP{@U_P@mtwS(O3u0+; z^T04NB$g)1Bd8iQr1Q$srz39BhGED`(5VpUxk?n)8=wBR-hZ61g*U}7^R5wVQeYl=O^lSKW7gq9C z9RTyPlJ`I-p1A`-9m@bVEE-aJ8uW_r)ry1~B+08@RbmPd)RU!+4N>E#Q{b)Qm6 zB}ugn3OMS;})xtnto@N-hcTI+?D#@^8@^Q;;CC{K`0~dm+hIb>E`KIzjFrBW!Ao&U=yMl%rSr%#J)WU(EGM6On%6!-_+=MwAH8TbJ6708vfhSaRcX zyU38g`Z8yEQ-n^iDZ>eG?D(%NW$+6OE zAt-#5tXF{Axdi|_)naTH3TPLgOsf7QA9$eL7kzGu4qvX=+RpruzTFxvj65Fa#!A1v zEWt2Dr!rTRH3W&)NYNXm`mZRpFZ}>mf%gD^Oi(D_jIxUGIw57pc*1=nYS%X$a?ro2 zWM_6${lr0~D``vrDFxzFAj3%3tuf+3@UzO84OiCP^6hPvh~#X#)}8@VC>3xT^%T9z zCAnh{a0c@FsF0`dFrYrin+@RTAd*|=YCfuK%Gz%-(_|J>18LpF+oSAS_`!k_&H6c@ z!%LWS=4e!7-2J*>pWTu}(Wa{dgr&xtmeF98Pxm35&t&!YepYF90zLyTxvaH`XZwOZ z6MgF{Jh#Qu)T`FqriP?=ZFSeFC zzeUstvtp=&v-i}zARGWO*jFd3G?JqXkN2i2Zj73s2YxH893410nCnlgkByj#!cvq+ zTT)8I8_9uR!=N$wEn6O2Uo69fkq^)`JB;=EH~pLbnOuXW9Px;}{op%TMcWkP8&0d$ zRk4B)@l&Ik{4)>zfCkjO7hE9}-}PwzHbMZXw*KDAP(trD>8$VwGS$S2k|Rrs)x&$Q zHZzoOV7N}X3~vi<{AnSb1_3or>rKlVgwK6#e(A>5(yOlB8Q@8cx?>s}(?vn@M&$jB zHC!gz31FIqRQnih(3v^q?fC)LB_n!1Il`(jcAy!S!{+7mbE~HWXhC9cFqArVJux{! ziOht~B)I{BttxS(Oz@cVdv{tO9%lx4+gq;BGuLndfKnt;FtoQ@B$%rP^czk;V1|5? zYYGR9CEp@>yth#n+H8MX~?2lsG(uMYi)BjnHy5}2w)N7?18eVRf&&uzu@n?v&r{+L` ztA=`1t7m8LFE%;F$Icp0^a1iXVBf9Df5Cy+g~p5V?ZK}zNRoEmX#uH7`!?8o@+~t+ znOTqP%#y>O3wJ?T(gou_JK9^aaFJpJ+p-j1ED%3h3{%$lq$}2Yc!uAlabx5h^7cwk z=7M$~rb9!K%7rYGe?uR0L%{>L1=aY7;j1}bgrDR^6_b~AJ!xGB_YO**Z?p7@j`RXg z!(l+{463IXVRdz}Eta6mE4u;Z3))5yNqweHgEIZ}s*g6n@{_ z=;A)@ap5?NKCz$^wTxlXQMWl$PtRifV4O@{!`xEsBRNoyc38ON_C@g&6PiwuSv-mV zsQn?bp5unk^uq3coCX|HbG)Ks@XTduOivVinHTj>g!vME`=#wz&%fTv@a z;8)CQkid3x;&R?&Nj<|HB_ivMKTN`FnR(##r+P50&m!>P(T&8>hWv_Y|@wT%%IN{ z1@-1x`JSyvNO@3D#3v19Vx7wKCBb4IifX_;AJ$y*ci=&Rs zx+zu2{bHE9rTB^oy!Cqhj@fO%FO+~@&roNkguJg{hlpY8U>gI{{NoK>kpIBO63+689YgbmD;04g2*tkN3Z6bRRfm2ePCNR3m8zhK*$=?SpA+)i zj)Zi>^M`~xU{>tj&$Z|ozyUcM>> z5)$O(QBSIEM{ffQz44scz2v`4O>Te3UozPqicgn(lVx`Z9p%NW&t+sY!x@qaKNX?a zIrnZ})xr7@@{8Lu5q?c5wd3Bg=eh9NG(eWp{nbasy zOJe85En9Rf$1r=j7WRsB7UUpW?L1q%LpB6byNJ4gqD5Y) z!Hw?#jht6)WhP`Y^+k@^J;TZh!~s;aG~CH+mo;?{W~`45wp_oG4}-()Lx+Lk#$OaH+fOWeb$yKQQuE^z7d5=ciT3V=xfX&IG$mkS)yn7VhoH=xLUX4URr^2d zCBzDv03EFXas_~Io5N)QNjMx*(iLhsGROc!ZyqRbE)=Zeh0|@x99$=|b8J#sO`*uA zR-nVjgH|iUx)a?Hd?Lkg5GujqL*rFgwbjbY*pnZ499!E%%7LRaf>! z$s~xAa)0C#0a-4%f8@kI9VqQNY9WmY1v|DsG0%*=XxfOnfQ|X`c9zHuM_W0M@MX*b z32)HB0V&X6oI=j-5#`$PA*KQ37h2*K+GMS7b4u*WD&>p@zJNvD9>B}Xv%ry%+#lC9 ziq2oqJ4#155pMO*=vqn_(o|*Yq`4mk)k8pqBq1-z>6(_&M?eK((8Vhi;Ya7K`73J=*4OagM6xvja!CSEcBm zjqe$~e?XwlsP%N1s`D;@W|b}j^S}=fIhbODL7;o<5p0}(LC;Az5ql+glYz_>C1R_a z*6iS16&))lO|0#rpcZ;~2BH--r9t6A_=BRM);%s}8QN6-oa7~v(9G}aOinqpB>#~v zrABZ-ap(_3H<-@EZP^hJYq_8u$xe0Onvi0C5B}Ccp?yFnT?oOV2|iZ->)tucX5_vQ zWuz>L_XD3hiL4w>Fmk=0--(1Gv2i&nX`Q?Pm~w{_-)~S^s6GPKE=mjY2+z4CJl5Do z&Z9TNY-O7iU6Q1Fa)0gF?vq<6`Cd$5uDS+>2EeKmI_t>$8|~n)&8EpV8VQ4HEs_!w z4yIpv_eZdsYLN3;6UK$Lh@?{$@tZ%N3$q&VEZx{b8l@T0MFS4WTYzHYS7IQm=Y88< z*GDwv7fyOOPY?qeJ=t|jCl3>|W18zmoQz=(T`L8?^FE$&@1U+$P=$8UdVAftt)PV4 zY`dB9@245-TDDh*9=?Ah#{5~bVte${IqcB1YZX@0mK;>&-ge0xG$N!SfT#~waQ?%n zKu_oRqAc|&wAZ#^iz#k$lI>QIt7dTPdwH{ul| zo}RV2KwI7f5?jXNCE@o^i;ANqaT;UT|U%y zwyn=2sqlPR@yY1XYY@ujBiLwcgeq2RS6h71&Zef;*ctl9Pi?oTk8z+;6 zY`d{3QL}t1AKdNOeS%&=T^}&IIFdb9Da~T1k@r3`RSRFhcIwEWTGebIKCgaZJVe*0 zlpvX9+^DmWq;V|UuCqhX*imIIW%XRmPEU2Iy6Sz_Fi_HLt zI2h*(w>^7T6Sw`eodLYB9w)GoGEJVoNbRAajg+By+Os+ej4^+kzOs{}BYHHE^1Se~ zBXp_>uT?dFa>y7|@qemJ+2VQ1L2Zh9_rvn!uKM4VNnB1Yv!Rn0d5B1&Ez!gyiI6S#=O&sTvj-%Ld8M9c^c(2;`CmDGN2ko(L>4)UVpT_OUxbg>jPQs=mnU=SqykcHUa7O}M~KV2sl_ReRnX8}Bp5 z1}1;oU8pGm)1{Zd0a|;#^j@IdD4_(M9zT*4|CWM>UkDZ%P8G!AQSLVD4i%F}Va)kN zhY?Kh1_{q{L-D(Ya$hRuEpmYorDkW&YhEpr^Doy0i46OzX17WV3`zdPN~qeR{PBlEO73Zq-#ECg*U;CN_+!BS>G( z8AxPvh!NGiv^q(B0`>P~p>}N`4y&cG8G@%K=^#7|XlFULjr z`}Akf3X-FibOz!Hnh^_4^{-h!_Iy86@sX#3s0M^I?kmD-kT+3t^aEy6zVkM%>awuEoP zkh`X3$-1|&oWIsW&NBGBS#W=(%GQ{hcny7-91gqop}e$PY9HJAd9Q>&JO@EKw{;CF zxHo7tc+%Nu*$Oi!6lO+p&ox6}xjPYJ+>8~&+Y?nu{W0knY`h$@NtJBd)-n;U7Vky0 zbp#?2FRG`}IP@fW19F9&^8KeEIgFtm`O6h{vfRYqleY+v(S#cRTDz-?4jlWLi{G>t z5)D8|lhQn5oZ0?{0+9~Tcgfr=e*Iaoz%Q{^p(^1=bI~lKCBN-3YntszA{nRwmTwT3 zjZmfF=$4ife0QGs*wt-k$Hs;ZI{Q?>1GCv~Md*N)pEF$X_G?n#Z^SPXawK&yJSa%# zY@$I|AM%ttEoVHvU@X@zfov8KO|LdC$S&X%?#-Kr8%K8(K_uYTBMi47$y>x2@qMtz!>y%C<{U*pUI{1_JeGR&4wdfb1Y|9^BcR26v_@hcm^9xQ(*}UJ*p6 z@0*|vJ?S4NNd8Gn^u3(;t*V-=i_NMW#OE=*fZreXmk|OHnF|DZ=UP^3k-bYHr)aK=pI+L*lH`$X)ubFD;XfVQkBP;lO!NhZmZ?Q=iNG%wyoRLz^!Sv#6wxXgN{Ki0zEhVV&Y zS#4=Nz2xlE;AIU*7V3b%vr38q5McXQXngfnhKe8(H0F%)-r_^8)70w0rQzf#HSD47 zxCPVObR1<0G^ELXZkWWPi4pW^H6PIQsGCQEYzvCB%2*c#7`T>$xY5H};F{^4;GAH3 z0=p7wgzZGm4E@zb3PZQJCxVXFCM>nW4%xFQLahqhtd9M7M1uZr3JyTF_9fBWH)l0% zZ4lG7c&VJI?0?N+P8cbTP=L_NyO5M^N{uATI!bb(RAEtQ4XxRkD8*^)i{{!JyDHr{ za}whLn3S9DB@b2w!A3}|AGNBX29`m5{oO-;(6eB#2=x>kd_w{kDi!SE@i)&{2 zP93e${M^$D)3V966oE6w-Q(ZTl0Kul{A97d;puDcoQ zi$|4_+7=DUQsbcID@-(D4}UXpw2s(ygNp4y9C4Q(?Nz;(-UP@0;}fOQmaMQf<8|M@ z^?M_}^FHFB6@|66>>WG{1&`T!%+OwpX3rLFGrZ!XWf4n~cAhq7K<>w=9{PDzr40;9 zf;rl}08IoT^yENsAb$0-?yol0`>@GVrIc`k9|z>X>|ZMlmJRLyuz}Yt??d`L(R%@CF=(5;+b4md_+n#kYPL1Nq z4y{_b@KMJyDTY)e@xU7`V-94rR%zPfH9#b=jD+3`(WD#ho8 zPQ+YKRNq+Wkq6bng#-)wVvw$2<<&jN@wOvhFZE=U1^cZ6xoeF@`!)yh?eIuIlxl=W zuSAdI#D0`sI(}Rsl#`)z-iSx;$I}ulz@klH+Akdn`h7dWvjn$Kf52nj7jBxu{lFEN zUNCG!l(7(x_7R@XJV!j;d+tIY@@~9u1_mX)tM~)zHa~?UuD)>79b*66fu`|IJx3tF zMqmHBNNZ6pY-g&Kj27Ia^i4`bYl|{|g&LdJyF$oP+$bsT9GzEyn@ogcGe2}iP2&g~ zSp3!H;J`)s6PcC(%(Mf+4CZPxv_Ae1%C?dop%Nv3O? z;$-GG3ksIWw2iwxSv~61zG5QzIQuhqld1BFEVh~ zF*7ryDKyh30!aLXGHJII0NR{ZC^^{sw~%bEhsBc?3@?6jU9*o9K+1k2i>XkA#Szl| z1bu$=Cjz)inqdap6AJv242O2wa%Hsun*+8CyhKOxvZV*Je!MVx(n}(Fg1A*Ho!h?A zg}wY2&;oN1LkhwsPitH%D>V#Dp6^3PM-z4d)5G9OodK~e-a&$}300ucpO$Ar@E-St z&S+E=d+XhzkQ5JW$+)PK{Q~P%|L#_o)W<(to276_q_zuybRmDHy$HQy2Wk0lG`@@Y zOm%s*QMKBL#+i0WsU;T7@cfN2!<*DpRo(V>0pB}%5C7sSO^b2%9|)Olpm2_n#^v+$ zC`9i32dVhniyG#Tm-%K>Vp%UOso!PpkXh=tRh_Px9tT3IOy zZSoRv7%KA1XbRRy$De=E4k1|5z2|SqMV!*>+LgaPo#1AcYgD_cs74g}z4kwM47ykt ziopGk#&34Si=bJyl+(Oy!!KeEJNtsd@jPP02HnJ zTI>r(>$ft^>&Lxu4l3Txy_a#K9D(yT(imht@T36#3AKDnV|4(}3!3|}_fr>gH4=cA zeEF#XtxENcBKD9)b`^gL@5L2WBlLS%DQdzN+FLI`gCs8ROFRh@#Ik(Xg*f<-RAJnV zq>$Y}0d~g1$8Jxej&7}K7sRMU6bA>WekQrPU_q)G6N$s~k)DIXBt;=58(kG|*YkDb!{%6UNuUD~-_+8_z+qLJ zv9?cu@;f*i#hx4KFShSeGiy0%{%RQI29BX7|}5s?6-s!IiG zb_*ZrYA$&Vl;ikc$I+XQUsSESrqV)~zBxdJqc^OM4rv7DHa6=Pe2IC}W~eIlA=abC ziOu*i0xBLjtFu)t%g|pvPe3WnCV_ZODzlZod2^{!pRMLmrpeR5RZ&gwuTCCO^guo2 zM+ncx7%L{CS0$0);1TQ^Nr#Fg0QRqxPNC*|c>qmrhlf!&^dr%!+^KyoPE(9_7gn|Z zrcYqj67ae8stkJyOfloyUDaA9rd-4r!xH*?wFZEs2a-O!Xu9Utg`8FVDxXL$S)L3! zNd<{@npZDX1CNO=hf)fPh6$(PNoUts0MWy$V={ZoFk-EMrqxZ$Gh1ZBD5 zmifiEtwx-X#7M>UR1ykHJ1Za;R)f`&2Fb9R2T@Z1A{^r`m5{<_9-VJYkB(nMrP!jt zEwX8$Q%FXg2~_6oQubRxtwYZh?t3aXKC~b-2UIb!4TZ#&dWGH@banw|&Eq^=E%>9Z zJmwrpE{d|pA^tm|pmRWGTm8;PyA&hV?|}voH+Na*nXFr<8g=i7lhnV~ulyI}BuBYK zAH&Ndt@NX2rVv*rzcr~}>^`epaiv>2YUv#bq|VcleOOIeZdFRJXd1bM?&atnYb=L$ zJj22Y5EzJ@9X+CRW}|B9k2W*U1dmjY6BIqNRxce zauWvlKsw4VQ@PEH7g0o~xR9J_C*(~MGH^)G5RH@Sc4-d;lh-ma=Tlit($K2~?o9j# zPPgw81mXYVus`6b0?ktX)UHCB%s#Yc+2AAudgpf-eY6-Gxbi(-cgj-pGHRzSa{gg~ z$+6qE<^c*xH+If!--7PJyz%k90VMLHfY0LWLtA2_DrV`P+&Dv{)|J}oMM#aTqJ2Au zSlv>h#NaPUFK=QgeZ-Zy@TKAvg@l(m$6EGOB9}a^FbSft971aV>w7CGwJ-euSb_Hd zn&1X`0#1P`bvRsKR)A-Y`;6(2%UFAFn0oxs(*HZzs%k!4MTxN;j{qZhOQHN(DyB>p z=3aaQJV&k~^8<>mjksHqUE`=KHtdbaoCQdhtIi&H5Z$qDHigUMjV7R zH2o_c`Nc-&FM*&52oVTMu-Ahg2aB$wOS$Tqd(;!~-~0>&<=r1&7~|l{O+{s@7Fc*F z)|U@8qd*Q@N#*_&13y$~D7imLl5*AVp6$7w$ed1($Z;R&X8quVD>q)to-cZ*jfdn! zdbBgWDqtBlU%OW#-= z9w3XzZCv&_4E`!ug=MpNXPjV$baQ~HlreGLLk-4zBGeqvc{DGx>_~jX zp_;vDa0Tbl1AM}a{OnOhdgI5FYdElOutA@MX*X>mTpzLLO;UhT3ChbQGsQGx0v+#JRw8^&&aR+L@-az z2Jyx!qd&uYY&-1?2^Svn9I(#^?dLRi5KmGh^$cATdQxv+{H;$x;Mha=)_EF%(0KI4 z0Mc&(K76C7#p)lr=}8r;Px1XTk&T;E1P(b7)pn%wbd2;}F+i;Or+rD-5E~{odu(4% z?mo<%y#l3;&usbV6y>nE?kt%rY8owRc?WouK0+Gf%4FvkI*>Pe`k8$!McoYzA#8$Z zV}-h)(CA=1RCb0w^v`MghC?_DYn?I#)7jvOH^HIaI36MF zG6Ut`-fIZ1AA6Bs(iuelMb5gslS2+t8B`LQDm~$>>qOTV2Qo(=D##XyHdZf)o-m$~P$m1-Tvm|u zc-=0-kmz)pF7z{VJd^cZIGiP2O=^!$%9Hn)QhqFn&u1_LLFQelA$X@F98>l9lmQ^C zVzQnYfy-9by&aVzB!#(4V!CgX^YVe|0kTp*ev8O0F$k=I5i{9i*7j=(JcV5P~k@h?6oq>)(ZWlgmNs6>n%+iKhz zG6@vMHU(DUa*iz*nDN{6NG=!RP-yPULF#*)`=EU)CXhaS($q^+_XvPKW_)(>eoD9@ zH+G4ET$qNx_M_u9N0lqAjX!|y6OjgY!1*?rS~`>33Z{1LoXP}+TG+k7!39x!T0O;U zg}%J!Qvya!?0^m*k3@Rae z_p)H?c{vZo$FlGHlJ*09M!`DnTk%(F{ldo9v44+|!g)7Hl?nTL3!luQa%+-Tpkv6U zviWOsj4it8Qux%o0g)2Y7M?L0KB?S}Pm01!V~$YOhJC~2p-1ykX6E42ZGWCvz{i13 z`b1`ie{TmC4|H&Ha!bZV78_^Z&FgsSLfa!>mXOsIs$!d3I*iN26#5KF+r92voLyK8 zk-*eOG8{nEm!V(H>@l_=z5fc*>E#E>W2U9I@8yy?sc~oT^Wx=aE`TxE9mDM?!GRxY z9>baHm(Yi)o1*qAW}+~4uMrFp7RNxC19^`Plve>w9GWMbG#lYkW#9duf2URGCbOz| zdCgyKETx}!2P>PbqJ__Iy-z_umjghahe%m2Cy>=j6@s{)x#ey$c0kJB{r6Fy$VvS# zr{Oa2m0Q|&|7d!+SrNS8FsnYA8A(#AUe|$RBh7aqDx^C+hzc+@E$4GLmbF{dkEFJSUAF6 zJ{*iuog+1)>b;7*)>J7^joH!&3yKZUkQxzxf&33zxi-1ZxL(y$qaYWvJZ3KA)6WgI z7dZ3x_78o(856lYdTd1!Z|9Ny7n5*;a2MLAoeXK$@10=#c8J#%?Q5h9jva5sXrzm`oA^AS(fd0odHeU z4g-@L3pc0u5Pub*>uS*t8U0-9%k5UAEI0_A{-UTj5xc8xPA09U?7v(+`#c2tR$5%8 z1rKd!p%fg{*r%{48+AAzID&V=;Ws>`B1@ji*Kkfn00u-79VXKY2cteMd_5W>Y(`TP z)-6PuJImi=X5*O`oE;bWZVNbP^;Dm)TyP%vB{u+vi$KZqh}b-+T9&&{+3T(DM~=XO z$1JEwQNL6hS8x5puZXDTaC&<8{-PJbl~rA*+&6oNJwjz6@9x+FG+=7SMU3Y*K7!{r zMkqHhgTa=Ng`<%eQ@Ay)s0!PFJKVrlYS`?HF^1<=Y(zGIa;mU_p$a65{>rVM0kw13 zX+wp%XxyT04sF^`&@~=e?*8BCgXy^w`C#2<;;hYj2__bR$qb~ zR(Khl6eF#JURlQd(nwF01LQU}YYGFOnO^x+*Mbc?<9#4q$9^O3vd`0EDI#4$0@@2=m0HARrzqI;hnC4P5l)L@n~8klHq|_qP^+;E>{S zU0k~OCV>bK=a>b2qrKNvrP1y(ka1?zbAAd}E{L+EAoEnU1dOqChc=0HNM!a3+r6xl zm0n$K;k-jQ2T-q~byQ;^`pR6{RFAN-+Y1s!`o^osK)OHp(j8f580-J~KQrJZf^cVO zh5{G`+t`AaN@U+FZ8)TyoDDB2-Uu##y4sb``6g^G+PU)cAgic@>BEd>Mbm9ljswwY zLn4+sgy0!Dia?$TI<>>EO5U0{ouj-$eE$ zkt6tfEnjKVdfnG|@_8Ruv#QU(57%@Y&Gi(24qoV<` z8Z-4gV(Z2k?`ukzIOA9}OD;r~DRnBfE41&y(jL@y$c zW`jo%F*#+!;MnqVy@yN3k5f2ym$jGT0tgQ`L3q#l5#5h?hi{r1bfz?dZ2f=?=Lj3!L&hLYtrCp9fGo}y41rGu$I}GCJFY> z-Q)AtKBQT3c$8Z5JuSQQ(>8iGU-itfL;pSp6%m#>uG=ezZNznqQQN)LbM*OO0Aa4w zgUGv0RXe@@=oN_gx(g748sQp?<(Tm$s8PNhk5n}dWNua^LwB)tjv^97@kVJMIGl*F zDtcecIRu$oSRmDg}^e)JS?cm>ji zR(6C1u9br4!x01(|4lOCGv;pEY%*U%hGwHXgjg|dSUn+?axdRbY1H_UMz#HytESUc zZXZ@zQa|gdAG8q&DVjP#qG|MuMB`V`7^@`{C-E2kxjOuXPI@QXkC|HbhZ2gUev}c{ z^vY@f;U76EP9`B-jfLgz&R74Q@&{*gt5e`T=O_rAPDpnMx|F?=Y6KT!6;LQ2s`g*K z2FU3y><1I&eUlR0Vvt6Lny_0UpH)@T4PLRX0C6*eA&vA9^Gi&`c?tl z(5dz&WAJDA@kV*ZMXF)DJ9+!bfx!rr7wTIorwD3$?wZ2fsPX<3%x}#WOrek>bTEOm zY<54YmR>Loc}zgWuoKE*!w?)ty;{X(yCEN54r_{=F9&DAegqWQG=~LM79TmSxm8HR zUlWb~%FwF0j(GgYtG6@5TW~cpekD6hkrd}H;xE7?*( zxA!6<9z3o`CDML}wwzeCo&8qbX%?ab>|T=FF0GbJA^^wA>-#mqwr9AtdLvhz_{n_d{SvJZV~d*a2!4aI5I^IifeW$YMEKu|${adgQ2B zt>*#v4K`lj082o$zxfhiYc~I-J$D`;#Um~0(3VUIoqW~WMN#VWEX?kuEaM)+IMm!n z+mWqbY!*NBS$GD2KiHv!S&+p;Qae1JQl~l!zz@Qo@dm_!yO<&HUv0@9(UrqCka48t zQP7RvR-8IDPAne?+;8R4oECtDKGjMkoH>k_zXr3bT?0G(V`@qo!kN&zeNHv}ZP7sf zcxNeEn|c*pr_x?oOJWh6QWAd6MQJiRi+*o#b3q~RhSud$WyuPIb;?~3Ab#I3DlbfN zHV(`)vr6$scY5FvM5yOLy+$9J-EoyxY?)n}V;dJ9Ks*2_&!dV++q5-AH)t94z~ok2 z_Bs-*4gAyRZ&f=*jL?UrwY`kdDpA4*^uYg@Y`nsxZrOFbbs<}1YJqU%Prkyi9G*UU zj4|PC(FJo{!Y90kjS$a<};`oqv(f(Q%opAAR2%Q_hUH8s|n;l}zQJcmZyz_UlHqk-gLJ^8(-Y90R1Vpv5e`adDW3_Fm;=4PY1V>xM z;y8gLpgGeJ)X(EwM)RgTGsk=r_8__1(&PqWvu%`vIoE6_&zcoLNs!{OgZl%==RUX9 zML7xu?Og`2LLsHEWO_0Z|I62u#(VZ}PUK3cH7RIa8sTb#$Wf4~e1~oP9Z`-qq9A zc6;gZsxoVKS07@=A6cqg-j~v=s;nM@higSvHz}8S3!yFF_1TkQY^3!lA6NLo0yjDh z1a#a_HH9PAMttrD7WSB=y5&s9D*KU zxtgdV!O$xVKZ5kmB09kRGD3gH5TQ)eCOf$~YJM#e5xUL3o`&p*U5B-Lp`m0x4dQTu3eF85+kE%#cs#S>j%`RKf&!Yh2xnR#BNs@{!+nLRi&l zScjDXHl{`lre#N6YI!%j|3U2=nmNQ^pzq4kFgXc6Lj$X6npq2igH$cwWo4;OT520m zj9y>gZ+B@r<@tlwr;utEdSb`7j3k1cKJ#;fgDuj}8P@~qrE+)P8XjPgTOA1wptD@^ zyJ&!g#n3g&vZkW9>OBI#rxrm_u>BO4?FUA$y0Y<+FA zJ)Z0+cWJ#n$C32DVeN~+r=!aNjJJ(2mLA6@w~MCvv`&Z{%-Hq|1sD=B-#7ZJ>O@le z4C!K1Ry{T=bb|JElx$cig^`eslqBt!;_ zb7+)|12?BpaLbEf!W2UL!0rtG)cO?kYa6>*O2*9djvR4>slZue7wq}NU_I3p;2M>Y5MA;WE0OorIg}jKWH_N9_$skxTdJD&? z&gOeKGT}6avQ~uEt3d4a3j=e%zIi~l#QvCn@zcEy_35E(;7{1LlgPuDI;y*-I}xLU z+R=vNRlRk1-!B|Iagm4+CYcb;Z=1(cn0m(Ra*gdVEh~27808Ys)dXhslK^j^b7I8E zYH$ZZ3eUf>;z<#;&=i$!1?#A8vRf)*6NxF4ge+V0T3Wj$_abN=FHel){yz_nkW05 zn{P0qN$i?jY*o#}Oe9nyf)DO$U}9*_ioW?wl4^g?w_`ae@KkW=Dv}}j-cc zoBn`I(OZ#>LKTysGoKUgGpZSz>5_wyUvbz8Wa9Zg2fh$07PfEG0+cyDKV!7Iu6&>j zMiLBfLWg%y;7YhvC$xB+!?CQHaOA$dV{1|@0-V|Z!G!VAdKD{8(**|ERuZVgJ?kjL zX9!wFi2)Jr^9$4M5f2DJ$ou`&psk?S8F8AWeh@wjq0l-a>V@v#@HgnnG@wHV`H-x! zI*cTJ&LIwJ)*%lB6`V~UYn9a=g)|dUemI~lN^dRMt!$aBa_p3`*5M}GI zQVWcS%ZyyJnyRpRQPJhXMbX&;#$!Lhn?$B44KK6lwkL(q0F>riKf^0)K+j~O(t|TFkM{0 zDRT1Klx{G=8Ge6x(Hw-+EC#I7SIPY0 zl=S@Ucok*fvK+Rbas-dUvOH_kNXyyNv+{h?d)9ldH~13-PECfzJ46jZ=c^tFaLG;y zIBVV0&z`qxkomfiH!pX9H!Q2pOoZ$QJISm{0ri)*(?#0U$c;gR?XNfpo4)aWfYa_* zgIEjRN}4O|<>o&Tp`IMu2-Te8_nc~p{E zGmyWBAk(zl!X=`XugdQB5##>)aeUC*itjR#gT3phU}Fp9!T8r-P8nLe^vP9^W0!4v zI)S}nviRdfSS^B{>J4be9CPV3P!?2DZQzty&1-TDi)me+N^y>XghsjufZ$X@4C9R)|qVoX{@AzCCJ z>_zlyZ{?lReOBMto4lnmdIXfw>NEG3oQrL;&J2t91s`cXD%pFx+o9SROSW}XtONg| z&hM7XL{fuK7n3!X(pQ44f_M?;soSxmx+0p1^yu2mwX?k5Qs@R(U%3PS>Ca{SqEy7< zPRn3@$8!_FomFvvJiRtjxL()^RCcinsSJWy1=;GXeq#nq#w8g;5B3?Xf+uZ+AL3m z>xJXOI(G^WW7-2_v6kFYT1TwD{76)*U)*Bw%ZxIEcZEQ&?|8bF zM)l4$n(t1xM;<;>YPGl4KfKzbs$K-B%KP}>s{QUfCN$9SI1B~+;UiwrUS};Ew-sdc zma|G7RaWB~W_J7=Y6@K2r;2hF66MPO{VsyZWRtp8eN=!jrT`MqNJbKP^*X!d)E(&* z2qW`+ZrZ$Xv4cSRgLNmMTt zko_=R50EQ~k7Co$#gDBlN?~UP4YFVCophu%ESI=3`M5&Y9iT)aPRrIG*^f(|hu;x8 zi1S(FLJkc?wBsr~;n8KUa%TZw73(kO1$pbq518zQF)Kd@?4&`M$1x`h71zaJ;9ZVs z7OCNT=5D2@i16S4}syx&hp#*ucAjE@gW2r{ly$%CyH0S?9QzGdgs@mK- zVD!%Y#+3&)D0EBqiDK+bGOMXNqId{65Eqzwehmu@&_YC~_Mx#b2NkD|B%C?4Q0)KK zTQwI8?f<~47-%$t)?K?f-9$eYhmk|A$-0f!Vl5S=ld487^}hD-@&TM0ZP25E!)FcU zA6T^OJMPk~jaA1p*X`oY!sF=#I$-u$Db*hpg)NQxn<3~m+y~g%PDt8Q-ZVI^B`BI* z8b|JCLSy?&KE(5xFdgV$X;YA7LjP%KDUWjaaxv*u_SFqNVdzMy2OKzf&YnD(X+wLV z+FmVpW`Y}Dzl*ge+UU^PEV!fovE~K*p0tc-v|&h+w$a82s7T=_-9wAAyx{zq4CfS= zmwQ8zE!7^~-KnbInP)Hn6?__0l1{d)v#R1Bv(-@e21=v2R?bSRq^sv-fn8(jpAxY0 z(`vVBOu&_}np1Hwnz4AMtECjXKexGl8n)QkkZ^-vVE$F)rl6iVN9pQW*50&)}!~vJgkyS)5x1K zidi~Hp}dPXC;nZL*DdRj-YC5Q5fUA$iux;DPxjYncf0T2d&@xS=DVM1j1u@6^*fi9 zzNS~@VaWnlIm@;K0`8{e3R(4(pO{35x7_=pGSpbX)S!*LFV0ZOOKp zlPNVPWY&bOx%E@+7UYyDh^}zqwVQ|YVi@qyXP2biPpQ?2eIs}?kh8S=W8iiPm_1`u z^lY}YFC$-ha6HM(@!b3vA9rrkcnXzI%@x|yLPEV-PpVk_ROJlhl;Xho)o<oj(zTkj;U1_5)U*) z3*fo}4DgPv`#iLIg9D#dOK4b_4fo3Da<_3!>id~B>r_31_*ex)A`O_TTt2mL&Es>D z@5uPsh5o%5(!}rIte?RA4OCTao8R#Uq)O|_|MY3{WjLWiCwRSXIcTdFA)6CfebY55 zN?iTt5OJ2LuFk^3xYTIHy})K7nqi_K1dxO){jSgj6DTQUJbiJEQT6M&5&2VAr_+J; zZ>01R&<%GS`1NWwlz>KBA~J=F|6NrV#3ZY*oukS61pNDI(@{PYEBxt-nq`@xshH-Hb&h*9RZVJUMCTTqM|aq6HL4NbXpQGe@9A4j`7qhVFGGY`^JI zFT_K)A6#@r42|D7!l1AsJd`<mf%gCdyaSOnCKon9wwV#-%+LLd zSmTu!-uauM!9bm68PCja5g%=>=1Y1H5X&St5ij&-H65H7Q5a!vXrXwFaR}RZQw*Q#Jv}gTkR$Htp#wjhs_@ zC?%gO!{H*+eA>BH@go2n@{i(gJhe5Z1--p;jJYgMulh~|2hpyH1-cnEjENV=E@4}W z`*s?JL~uAhof*Epbbny3U#3;SaIMXPop!3e@>61K~JaNN;D~0&S97i)$`MLLTX2y?%}!U=T8qM%Ha? zk6Tv@YXujSqzRJV0l_#99&%aDXVz>ZkeI+Tyj;_6CKAHu0BLwkGvIGqzCGEkL#h8@OC)QoI%Wg+_Y_ZAu@C>zPF7g!8gv@&xn-SS+i+{-Tsu*CRrl9krtQ z%Q3INMZZyvH6dvC|88Xc&;`Q%Y$GmavXNc(;bIq$Xc}Lr`0@ONocYHqVq{gqh zf3{=8?NmfgeV6d;w2UqwoTjBEcX1jiXp=)5woBH8j%gYAnkZbfZF6Ftvn(`3k(DS_9Z!^JIv?$7Up#|d~F8R(HV`Ak^Bi^3SACIaX)qW=n zad@wguBc(aw6HMSUq8HBY;XXvA{7^mW!^zz-EDx+1?IGyFKA3RjBP4c)z_44F8QQi zxV()fpJc8gNgHI0XykMiRy3$#GipZ9{K(dE%OoXsAD{2rV`D5DaS42^;DJW61maGdi`2u0}e*&J#Rf zQz&CWl+Yyl-fR7-@;!H{gEn|>l@AOL@Y6k5$Er@y8%x;BAv0$G0TlZG1@IUhtBY9v zWOk_`-$X}Wr0mrx4;QNpJ2mzRmh=7s0%&n5m#(^`yttOY-REE@otL8v z+3-w9C9^__=IJ>5-`sI%BH!4cIeRR;#I}f@L&72rC>aK{sbi!NB}#8%Dd-Qn?SBZ# z*JEs}I74LAHb(H`oGjA3SMCC?$S9&O{yGyyOn>?kn7*hekh;HcRG0Xni*Rm=%uct5 z;jRD8GR`|W5ST6F1eGf(+-xyH18r6k1S6ZU;q2M}s?5}B0@i)N%Vwuqt7^h!xSm_l zf;wQNug476)1<~sIbQ^$>@^5S2Tw8{O{yT#2hp zkcf^)&)zZ!V7qu#ys)U9hU)L&41wN6qlgMme9V<(j=yPCPeadRSMW#lT6RQCYRUEX~5cv*>G!T4bl`Vs%WH+{Igt^B^>7s`?V z`Ny?vM<}0C{GMI7FfLq%{QW5p1tu5PP(|aMyH2nx- z4jHrR1go?mpkyIp16fxLHwE5&e1q<y`OmjmF=9~g!_ z$Q3VL@SW$3NEdck(0tNIs4wvL%hkTV8mKBIT{7Xf8cZcBa7`TKyyP0RZvC0JZ2lm3 zeJ?Sr7S6t; zR0)Aw`k*{Vl)}IkE$l>Z@cbg|@p%a7!mBUs64vsiAK?4stu?uV=RhP!2SkoZg>ge^ zXoi9?klfC@*yww>DDocYU!YthKP`!dva8K)pp!=bflXh&zQPsJM` z&K0BsmQNGY8KH6}-nt!i0o4eog}{lQ)4>48A7pC#No%9W%160?$DWACc|zuQk1}ti z5hCL!9K9_gDw;!=lY!O19t&rv)-tS7;FK~hv~&&Wjy0T%4qQJcGM&;>EWzH!;YDGY=@)aRg=g0 zP;ulK!1fC1=_T@L$%g3Y5BtF;8dfCIxT|W&x@opyTjvq8>7D?M%MpNxe}0Y!>8tI+ zDWY8wS7JQ4MXB%T&45FbQ)B=2;2Owmw09&A8J%;d`M9XVOI<9y-lit=RGk8ue6fhH zP3NO^KfBQHXl6}q-VWB{#smjzLpTW+=YjTtz6@@h{xMSj`b`+=YSbJ^P|7xhF@h

    k{@l}OUGkc~W(rrIdwJ(ddz3#jd)h9YN$G`i(i&1E0J>&HPP=ha9Ukmf0 z9pJSzW(Kitdc|`+F{3mx8*=saHeTi!f)7+NF8;c+-mn5IEBExp^KU~W5LsOW=5_aE zVwU5VO60A~8@UA)xU4ZUTL=eS+Ww^AWB~`)}QivC!G6rtaoA^?YM` zau0tRghVU7I2?!tBMP~9k9tB@mQWBHv$&#qiSPA*#GAW1_X>>*m!2mf@`E|Ea=HVSBXL~IkP z!HCUEuR{U@f;)_r7Pib+!D|-Xp?_A%2sJom{0z$;W5*SzMtN)AUt%56G}pd$#sEF` zubjH$e;9w+eDnG?i6HMUFh%`Jxue&F-2f5-+_WzPwT{oZ(L#f~1G1@lBOc>qi(r`8 zaPfi}>yXzER=kmta!?o_qo3nh=C#^S$VbYG@hi3A9%^gX)NhDh6IE+>QVNj$ZQK4m zf(TZl(n=g{rZG309a>m2@_;37kcUqvRLxaEO}#CGS`u4?g$B>!=5jB%#Q zzrgznb^aKq+#z_ud~Z&|qp8IIj#jlQwsD0GDDLA?piN^_f;zCza#Kvi12R%=1=YQi^WJ zG)DCN0ZXK}cb@8Q^60#vuqz~sKT)n#>I$jB94H?*Ht;6H(W4i5s!E4!X>6Pdt--0- z>-92m)SZglVJe+kxUU-$@jU4&j>b#yBF`dx75n^b`GavRo=|TXmRVNnslKZ6Nv5*P z8$q-`W$HfD>s%4y&i1^3%0ra~wFsF^RnS5YNlA8@D2SaCH-7gmE9&A$B-5`aa7cs4 zo^lv06Jv~{OH!d_FV($PMun6pax$9e=8z2&7eN{j$L%YxFOVPv6~&I)^bVRj62RFI zfo4N>oC#@cMesxWqtAvNDfy+Mi$7zYz%R+cUsZx3<%AqN=IsrZSHzIyJC8>u_QJRn zrYPug5VH>|jUVS-4hHpGhwvt<&I&ElhRqTyvu<0%3sYcY*)AN{97|63F0i*17S$nw zfi~GQUNBnot3yPi|5LiugXOGuc7KfUC_6(3Upm$;uBwmT(>Si9@~niJ0S;8!1q^g8 zrB>=eyl68=(h~PsLwqKCU*>lmvlXsY?zPJW*Y8U_v@p4af6`_>Ig$NHcZ_WZf&e9= zM!CFJ@NFFlbaFbj`e3euAv_X{{w_)jw4x#B&qotF3$nUAKU3vDe-Kq@w8;!Q?EMH3 z*Am-o>_JX#BU=u#%mEz}oWa%y#jhD7dp3$nvNYe3MEPh$_S3H)8s z_62m}NX%oaTJE;w-l-{}j8qdq*f{}(1(jV>x)NZ&L_Y@RD4dcRy>hD5?z#gU?9vy+ z=a_p?s`)ZNGCh8Q?9Ty*ZmLwXPS%Xm{-}$MLO;w~BC+8d1r5m;AMnw|^@*B~;pJbd z3s}!VG_9?yRmB?!?4r@$9KwguZ&asEYaZR#1L`;@M*1VBm_-ym-SuWByG8u`eG)Tz zWzVWJE7Ytd9o6wEw`1535@>L}$!=%hv|Dm!#F1GG(VEW2N)j&eEgF!LYrs`e$>;=I zv@GVWy`Y^|wer4(p(d!i4X{;nix`w^*T^;^w5|MmPkj7VsPo9B)57)U1>|^u=_I8? zFe*pZ`oV9;pO8n$cklsX|Wwy+?(>!k~aQ=GV) zWU?3-miBLA2gE~j=@S<;_<(l*-`7qwX$WO5RgFe|TH;90@>Wf*1fl?~De?-;JtB`p za_dC)qT+)u{5~JZk(5yoN{CI{mwR%W#DO9%^#B(2E0=Fvpy0k2n?{?BTC0EM9vShx zQilZ8>NNz=xMUcg%`f+He$NVAeBvqPh~gHu1w>$XprEH3cdf9zJhDukvekHZv2wUmdShzp9E)8tkcxD<`RI029;hTUBeM`U<1G&}5ZnvW(558W`irQw-3La+ zp({2f@>>E#RJPO0eDX`z*^kT5zSP9f!b2do=v6RM2&okSM!0r-otr&7^-6_U@ecNE z&Vs^7P+-W=0_+)EB^+Ay;*W)16}mg#o}%|mCBQVa@v>sE1|6@PhreGACu91MDM7yd zKbM@uBW=a9r_0OuD#LqLNoE%EDowN^iB{%Q@+;w&+$upUzdP4DGDb@pqBcaSMr-H< zJj=JLY>-GQzi)Jhj?RVT0j&i{4Xn#gTXo73VGQX%pI=IJTi&qpltkjKdZ_mEr))ZP zfWz-W?3G2jDy4K}le$38b<-_8e1cHqwti;G10ZnlT<FN8sKsXVRhZL0)a@?6>xK^yCW;9=*n^uXw%-S$O|UbcUO6mH znTI3mjuh{d_9v)Q+y{0>EK>*J(T6bITiv#Wc9BCUZIui}yJfW(=BIQo({cD6k!w&~ z>+?BSLTa+&n}u14uh_`l%58+G`o#~eNGQ@d2ifL8wZJUzEQAU33WYp+&nqJ_4{PZ! zJ@Q>Z+=;%CgjvRXd#F>XLh_fcQlw1?Q+hb_|Zz( zA~GsG7=*)}Xm5eH1qQICI;9+8eYjP;F<)quJ?E9KsA{orya7AZQ%cjWwSjY zdRR~1mem-~)}HM)70ZkmUIu}&BXU3FR#JS81h#W+Knjd2A*NbmwyqL6nex5?(pMIY zSli3od1pr7f1{HKju5EVGHUQEPd6Tp^b>#dwv_1|3B%lkOLbo%V}{yd&JMHOrDSMZ z6&*b&6JiCfvd2yCN!?WMQ2*g4y1#-nwDmK|uNijqHupbdw~aof_)7cphp~(2m1WBl zS?+}39ru(roN3*|daG?H?LL-DBHmLR9}6?zW_1OU z^EWHExS5fQMxA0thmTd#4Dy31LOblmNW*&8&FM2!`WaNv6;GS~os16`Bo&Fw!*Ft~ zfBh&v4Zal-$AvnyUarUrv*}ZJsLeWIJAd{Wc!wH6B@983_$_swJ`P_5}8s&WMO~QB~01i!rDZJL$Cq`}-RTNv_fJ96Y<@CM&1< zgo;PBAw)`oyA@++1*HBnj%fugq%VgKo##c*4~&PSajE>uMi1!WikiO_rKk+K6r-|p zo=DKhN(SPWvl~d_n!%u}L1Dsif5kyWjK^QoW5Ji*eiL#dy)7y0oQ}IBHp3IRlU^=^7rp4A?JqR@c9&#tH4YyC*D)^1|L(2nH%CD0oU9r zmk1Ho(wQ%xdwg(xKuHmgv{d&h&4Hm!#U0J&T5r@h0qDva0p(G%!T5UpGaySCbh9S* z#~tfKntI~Qrl{mD6aXm^>=hI1VVgxL@0{`PEomuG zK8xD0CSudfb2L=GP*j|LRiW!7*irBs-VPc)tv;r?`C*zbVH`1+i`9T4Kh|9|IRk{R z;%>b#dejqn1}RKU{f?-;r+mx{wy>=YycEtZ#9mE~p8VU=wZcQlw-phwWVJy4j$}8o zC#ga1e2HsV$H6JSnZCibDu;dKk5lo)w+(YYAlE#*le;PY#{`Vs=5NOZxRF*?rFw)6 zIG*=`H@&qId{)g~_v&^p9_mXQd4khT9!keyy?*e%-1Bf)@@C9=OWu&*I9NnkECf;e zhthJ^Z1maS`JOmxquO>>yvUC1=Rm6}uP;PP%@HRmzQwJw98VbX@4M!fXPnh?599M1 zoNQYMf6A3>r4t-!Mi6V`rJBeBCtzSc9a8p3FmBMN@rk!OC5-_&Xfau*596>~O!pCQ zgmZ}6I!P}J>-$+pgw51ssz=w)aGHRSfs|TrH&J^`r!57d3w8_I@+g zRG}-eo0#*yDs}h& zhbJoHo0w2$ooXnmuANn8#VprV0ot`7YC$9E{2Gz5u-E>C#t`P|ph@>l-b4FMbp<_5 z$RP0OC_D9AI#*vu2UtxfyiK#J=+2eMdB!vx7M(|?&oGPxHy=G~Po&!NOigC=Eu{n3 z^{=hXd!FO&;qgF^Y8w^EEu=q|mo=WNVZJ;<f5Mvc4 z%Yaq-#xG=gRsTlvVon7|NIEKs1j!kx#iPfEV7AW~JaQze<{txT{&5R_8{rYPpcG8F zbISJ+W`1$_NRiXJ2;LmPjo`2{+(=p>$0yM%s)*|0@zth>UI=DnbSzg+8OZl0+7%KW zdv-dA4w-Gj-1Et{V^enwlN;p20Q^}n8gbEIW*=j-ZpvCBOlyVKcIT|wYjhO&`m7w} z)DOEo$|@(Fr3ACyQTo=f2-<*n$!7@~D_eNq@+2Q4Cn$Lirx_dYr=jlbbVIi*yNYuX z@_h!Ur;!{ZToS*!WAW@3huFau)$U=Db3)1^UMWvj-aH7?vYC|?jw-2xH_8~eFi<`J^;3_h{ zbN~eV9ev8c?U#MQouPB!+AVpna)F{AcXU;N0ue13c!qFcE}L`H-ER8Za*GE$>dVAf4iD zx2ei<)R63~S11F+ZtwR1ATLM5tM^orPp&_=penrlgMa&M)1WtaOC;=rt8r_B*T1+m z3(t|{t2$~|TCj+pGxlst7h!SH0Hx2bXOd}Ey7;So)AAx9k8`riVsZkg7S6dhz|Kfl z!zR-`rW7vF!=InF6I5Jm)F?EhbFdc7^W~c={`dAqonjudHr}YsjzPjanRl>DI4pT6 zwJ-euSb_Hd&N>gy6@w&6Pi?IX&~nnqb%rm3RqF9%9u?VH<<>`%B1t`8=H#2sZWIPn zw0y};gT>8_j#D+hY55QmB97E@ee`RSJQNLlKqG&I)w~29;1e5b=qmMJVfC;$AG=Fo z=9t2{$ugKJzgA3v_?8J7HbH9W0S^$85?8IkZc2#FS{3sr7tRFFl zrZ?Yu7uoNLm}Ep3GI1-4{;7E7ICyA`)#J7@^;x0CFm!N(=R_+Do~h#2TVMsJghey6 zY&7%f!hys9htl65QLv!C4AO&<#q!aoQ9f!_em;s~_LXMyxaq3Gb%2lkTD-Xxhg{*|t|ueE+D?i+QpR56#5PfgFk z3L`($b>Btc9Ku_RQ)U#k)L@nx3FCkZ9n5SyOh@Jt#jtt zG=PQ`3Kp!1(3P0)w; z%W{o{z{Aqn=uk}y?u1sX2%V?T93!HG3enLtTFRt(F=m7{ioSpIuD(|b&@lYVY1}Y{ zYPyUOl6BQvy(pSpbbV5-t7vwmGXE^3)NmhV0<0Vn=P)j`o2pg2Oe#zz8jT_d$+JJkn?gYM!VP({_R#(>S9u@8N+W1-+l9|T`To0zz? z@Yw#)S_8?3JAs)7p?xIaqPb*5`yk~pdx-5iJij{tM5@2qG=T3BWByTswaicggp#U<}{DZ=;4i4IB zZ!m+R-&gsR7Kf9LgTl_Ly90wmc&riMx9~3-?&wskGO)mG^jX29fA0oT)SJ&o^jWQ^ zB9e+38t|%1vGi&)EUAaQMz9`zkSVz((o-uWNqpWa@275>Q>Pd!ZahKi>R;#?beX{$ zDh+8rbk6U1q?o}t4=JQ`G~O3t5<{T*y0)Eb-Z5IfzNClCuX|FR<;j>D+ zeU)ME`^T`_pP|Hc6I-&|6Fq3;X7n8Lh!L5aW$h~H!z?mVD?14bLj-ETz9F^dhkse~ z=e?61l5Mb-Lr;Ei$Q=Y15EPk6?0{7Q031N$zv7@mL)P470brg&?c`;%%8kZ<*oz?j z_w?uR{ten%1I?lvHakM|oj8R+`(SO>tE z%1C*vh`3S1&rIZXYDbCa2)BJLb>N9;jA2ZvWNLO&>4%ZE)IsL7Q1X}3;st`8PF2WQ zvqI|p_a0ZNCQj^uI@lcL?WxcrN1fptg4Ei~ULm-10=Co=NNIV7>drZ0LF=rH>8WMg z1Hpx{b&)@Eua2l9$dI2JldtBwECser=Mp`ZY@j`{7@a2!7kUaNozr6Y27e)}5-nSz zs^Vo2{EmItNkg(!@>?tc2{yeVhxp>d+iS$^Zrosp$dDWP$39JMx+ zbqu9(^Ch1`0MY6u*mX!8sTMgJUdKShmc6qQ492EOe%qKM1-6&G4X*vG_xD4i(K8BB zAdXz+sp6Di4+S5ejw?ePeX>Vw@l#%x6Kb-yGhhgCX?)`XXx*hu$CK^P(WZt_io3IjXPli%)iB27bIDm>xF%0mb+7%AWd4`(E3`6jSgCzU8=~+dP1JJ_CsxU z4UI4<;q%Z^+6tRIO5huj77|USpk>n_7ll(-^n|zTbFa8=6pR$<@Ru`Th_j1C-2pRC zwZ*=5$4#oC{L2_hdJ4dXVR9eufa*!yb9*a~gb1X+LX-?gYBBsg6gyiXe7G3-kkJ8w zJUfDSWJ-9^yqw)5S~k4NnUDE5bgYzCAHwhv020LrC+A}!Slg|gi|-loIuAB(R8TfC zu8h6yp@j7a+wB=9C~e(Wb{~E>`n4UAg7nd|?kZ}9 z2O&77LM^K2p5_&bQ*VOvRVWD09O_7Q2^K9bi4v;V{_tz4^|?f2kHOgjzGue(qtXrb z=ujtpl4hQH!N6p}_ZDbHi@8@;A31Jl0%`EZjXR_^mp4J@v=Pi_nlyCo;8e0YQ?Y zo6lB3?iGjF5BH)A`;TqT&GD;|Wk`PdL>@u`2heJFIFprLx)UcE_1%gMhW*p`MP z5Pul=HOQo|E%E2RJnW7~XKH@0O{>DF{Xho5yoyBORI{t_SH?m3+xW-?(&k>mT4t>c z$MS}t_;lZTY2e1FYj{@HRg?wL2BpkOa7%p!IFaM^-R;(j)&c9QK!v~6L&C_e8JK;< z>u!jyhC2qJe}H z(!R!o9^q+pXz=~eCs}o1j|aa8SNys-#2%nl`6hln#BsCJ(R@a7)hLu4vjEWuPUahv z_%Z5pbxf{LNliWtWOuXBkVdSRRh=O(pBzbHo;r)yh%J4Aj0HtJf0Pow9}Q|mt3oBE z`i1o98Y&UZQ)KKnvD2zC&!y^YLu22VP#VQkNZ_swL3Im68;{uOpWT!zsMEMkVOt$? zIcQZic*h#@wX0Ry*%@3&jdLr!YBdce`sC2Fk1hEG_)th3mS5nA*Ld=_@YLPtA-cpE zMnpLjX@i+-4R~A-pdX}&HtC7+{jX*zemKj>aZhbgJX%^jq_HsTckcv>qggzDsEW|< zhe90W{_EziaHM3tMn~?jcP-|-IkD1DZlWyO(FC<`M|K@E{NYU&UfxjUquw!pOe8$= z^Ao1g1!y6)X6wv|&mGv$=Mh@6aCH)!io6{^Z;9>@u7fkH@d1%7;2S^%Vqz8|dR?57y`0W4;PQqD)%a6wUzb9wdH8X`YjQ z!GvyYS#4l2cTTYT^h^hAT*pUV8T&>xji8!-wmQK5Qv%ImH9qZg0R$3i3+W1HiZ)nU zm+0rL*8KTaeC_z|nc|M70OEk~JT-^=ZC)g!>75deicCC)h4AjrC9owyo~l`YMv6Th#zDeAi=VFKM*v#Eel1|-f32_$^Gj;rw|KUE)W>oZpzJbs-R--lfSR`sE?D4o4?q*;-kdk{ zM9pQGf|tmY78t+>`Km%D#;8sN4LIywL__V85n(S>GADfYL+(~RoCRS7no?H^DK|fb zO61GZ98RYM4b5kc6BZel0XivpgV5lTPP}^EdPRw}n4}_I&MJOlz`RK|pV#KhyP)`k zC#EVW_+v}cMY__(fSoY(cE0totezPY1;0|?LW+^c#AaX^kz+xXS~f_moSi4eF2Fe| zqOx#I-_m}+oAuduu5Kb9{}-Myuj!69wa#Xr@H=7b!EPgJz8hoS%_817N_lGimOFIH znjAH^zDI(k?YuoHg@r~x#1l|jDct{-+o&Mk<~BrLNFAsOxC#$s!^15?o-RjKeyN!? zXpZki4uRqCPPvACbYd1~Hrhdo+t+`1K3KG9eE z%KqK2TIpNhH(h*lWhR8#$SiQFLaz?py%DKvUqJ ztQELow)F#AhC|y@Nlv2cU(d4gGhpUK4tpEj3qok0N`=suo$akh-NKlGy=c)otv>re zjP{68?%v8F$y}_-b0@S4I)D8mFSGHvzC*&4{pW78gA9P)K^hmLubagGD6T5!Rrvt( z`F@Zg6#Nl^hc9H?Uq%O-BKOV(K{wa2o+Kw1SBu2>=?f^Jw&5C&n;{~&jr z^oVfT5A}k3vOr@0RS+>#v&#(V93g=@m@OFqOMvkzo>5hl+2JmkHW1+3VJBahuT<9( zb{La$*A}#u;}$sBXG~Dr@}O>5JOK~u9G%T9XgwLbHXi33-kwDCH~yKECw;EEdeXvx z>zFp99NXf@(HKbvw->yn`!S@$vfOn`@CbQ%9jHJA4Wegj(i^4S`b32O3@)AJI`K!# zp+vBGdPmsr)u34CgQ^bKVu0a6SycFR=Jm6Yf&iE6A3VJ#1uKRRon`!~uhOVE>(mbB08l`$zb{&6y}oo- zUA=T5X)I47LvC)Hh>g?$#C<(Qeu5fW0_T~R?ShEJs0+8H@!@rACxDGLfkY1)ds5`r ze(*^>XfJ#%kGsoIVmNyU<3l*1focs;tgT9tCxfD4^Cx`@*D%5QrYm`Rz@F+6F6zu^7i)55VkF+hJdi1bRAO5h{A>@XB zE}j^Nq$P=tFcqudkB#v~A3jUF1@ye%9g)F);c*zsHoMT-ebX`ppeUqPJ4%AW0jSn^ z$yyY%Kh!_U5;o*_LVuuNkD9RH;zIVdHME=-EB;W12fQYzKUhIPen^j=))VXRj@_id zgUK@A*y;cSnX1Uv9MY`eAZG8R!)3Wf|5GuboH)YGK6c-QnTGH^H~a6w%APA4Aq=u| z*jhyTMsQHpMWit~Z>0~MLoH-hW&CRR|D_IU0Tj0`KkJ^A1{WhW(p?2#@7dI)SZ?5)Cky6`bk^UAi>FJYh$b6Cj@B zPSb@OQmt^?+Oa`(6dKUFcKAE}l-crc)y6`cU}* z%a;UZo%mDMD77W!Mv01Vht#gR7xEcn(Y1ZWc$Q2y#TaQ#vqgx`G(OGLe(#N$8@GXOMm7)d zRCZ$i_q=bx_&qa*5CA{hfWl;BKr}r`bWK|XE!umRsH-s&cUla?d$pf5v%JS_W(VV< z5*xN&Z<~U9hSWZePQQKKAMb*J2HbB zjifANP6bSOB_YsYl$jf3w3|_bWtLl_n)dqI28i;WJ=R?$R-2C4XG7Lv3OB@Me9Is0 zOy2?4>E8aB6*%Sn!uAl=uhF-CusM)**5f%IRKjQ`UR)B()tO~=ubWF{xzz6oFTVlq zBI^0A<6MPnx>Feq6!2+;K*n|;j;wL+^QSV2l?tK{f`xW-a3_P}l{dsN*BD|#>6Rs~ zN=E$=iBBKPc#zfLS0k^pZ1=Qlvf&IB<55Oee?^j#f1k?w%+kejf+lWdV}q88eLw*t zfbG_y0%DSL2FulM2663BQ6V_huc`%trbP(oDF%YBv~)k;{pR~fj*tRJwUH18h}jE= z%?AxZ`APh3F$eP#zWFm1Tg`wSn2wmqD}cPNp45g>McX*i0W@KpOU>y)AUeQeaRYo8>FGHNMBKf zOr8|4(gUj>Sd&Fyfuk%`nD=6UNge&V8JA%B&rv;?9$Cn~;lAVruAUwM(DMg&z})5& zFoQJPZ~ek^X^XG}{e{4DGXE$JUgl<&k zQmpnjqXe)%r>sdLdmzH0ip*}I+)d}XIa5YdN z8!#ODCnfY<>vTC2q|7S-N7jAkx$0QNL91*xvC!Br)pS#I#yT$d_)pNDb3j4EZV(6Q z(K#W)TTT!)AORp7X5>q@22f@OE+r=GN z(q9J@k?%yZk_clYU5O?fntM^>6|;|77*@s#{lAE9%(#M_X$wriwC5^7-PsM^dFxH4 zf};>ao(^qPQIh|uEOna+P}qZ3V9k$$$?Q8JhBf?^X$C2pkL7H8-B6I2+ZcNFE%5cD z+j{n=b3;BIbYrxn&hy4nP1A|qt3vT}7q6`N_$|HvYJd$2&tf(KA<>aQ-w+}ap)!cx zJBz}y#0W2ybMIDsfBr_=z}$K7?n+^`zA(!DW5~BdQ*cLvwFeZ(hs-uh@ZYnu@YV$> zut_2Ly(fSgYsLx~s=JVVV5}i-GxuS;=wq&)snrGXm~R{303D5dz8(c~07KPnHyl=R z*v$0CgutB;#f^!%oYMa9D1S6jMpkHl)|nvHBUyJy;_KU;dg-oj`wWyl;z0j*3_QD% z5CM5HSmc-qKB{P=M_M8#lx4d6^#yCm|q*&dYyp~BeZAbiRj!H%iJ$2J^?xP4>fK+QX6~BJ{IL5%&13+3D}>%o!=@ zDgG=99TEd+wa|xhYt(ITv%gPaNwXVNBe8o=w>^uG)a%x%!dq^Km%P7zVkJ6+}Y zY{;3(XrXoo4oJy9^el2d{ zskL`}-#^6l_lou1?!`*8JDrWOrsy}0|pHR29zAR>scIudPii9rCW>fm{2OEGxcjgAAK zi<@^H`ILC@&%@X)b~B9ydy;}m9Y}iE9PPfna|I${YmFoH#9pBFR4(5(?d21!{q4;~ zs=36AvW>b7+uinCc*hn-hHcbr6e4S#Z`U|uQcv}?15p!((EP&Y72eYU9YAv?tb#Y} z;&KR*+!QYjL7jOZnkgF9yfrI|7b=v`!LwY#uv(+i&Ycw|@B|eLd(7PS_=O^-)q)=A z1uH}|LqGqi?{L2Ygc2j;;UK{Lcni>IJ#Vb^CJ$OQF@#RQOjdX{)aWNL33AqE7?qf) z33miK_(|{J{d8VJE{8giClQ3{r;3AU0N4EorD6a&I^0`0EAD_@z}i=Wx`&N`9-Q|p>kX}~ zF^fgw3d%(#s?odD5qF^h0z~k{igl7hvm^4IItpR`7r(6H!B1wxVw5{DQ!9TCxZ%=q z(9I@Dsu*1_&64^Kw2d9{-@D9<&tbs}#7benJ-S6eoYy3-{~(+VLH3wYk6K6pG^?q2 zX-=6>H4!v+>4Z8pq9D$KPzE9#!{jwZ@(iGs!Lq|2+)jYCtIn+?#7WLM3$z}a1@|ev zU8b!HwO_V1zmX_z_9x0%;+FMn4pU_16+o}eNSp$IdhD={mf%gFENBrM_$x)5+ zam*ugvS{?9p1T;YbP1~sE&E;U8+fudxm_n+a84K>$#MB-d+dg6c9L_UE)tkjWJisnI)uA)6;3YlSnyCu)inJ;)50qAlI zB?S}z*rtTJ?ob@Cy`OfVQ9Jp=nT3lx=NVC^6Nz@icTOqLTut)<_AHr+sJ_{|)EHdu z@=U)KD8bxybV;o336D${Q8TAjFbvob#|L0)QT4Grq|U~JZ6hAIW2x2 zKewpsu2kRpqlV&6$}xNCxc^f@DDQ|%I-JO?xzepz)RcE)>G7|Xh)40BZ;R_euI zMB}D}7G-?EEm1IA6a}bO$9I#}VC z%wf7us|}39Sc2qCASz3%#G3Cl;BkS|e`LX4+n>SdYs&eEUo}2DKRiF{7?;d)Ad_y^ z5`U#wcDM$Q!U2b70epQ6Uqz=4=WE949*V8~3i1vLS}k#FBw^N#?176ZP2DjyOW_Pz zG@!aVsw>|44OZ(;7UAzq=dbBb=0($y+j?A_OGYB4KtJ9?-kiHdN-4vtQH`!PC{yo|g8G*n7u|H1mDd826kPl3AYv=zdi}KvEZF~SsErd^@yD}FeQMQ0BNM!OC?koh zce`{SsjJogi*UyLGwcL|FZ4eY7^N@3x45g z3QcmnW`z$=b5Ji#XY8cTANL2qef6d($Z%kbNGOMq>$9~KaoADjd3tZWiL#nJ>|vF6`%+O$iD z2TViA?o162d==G;E3-Jsf>AHH;C= zw%km`BvpMtJ-#Hur;bb_*T)1u?X$UIZ$?)0{p2)nyrj|dO(-arnyM=7O#hK*KcTiR zBn~FUF6pje5@s5vvOI2- zwlv3(u~cv)cg;@7rZTow(nL34J3*8`sICYv>ds;FVMBJ)QS-#W;EjPPfS*Jq*g3*> zcpYk^s(Cp!&=Ql6TY}1;K+?~Zn2UW5g8^R9l)f@1`^dbyi4SPq?)&}Arkm6#545Tv zm;5KF$Pl(#yfUWF;%B-vRVLA^&)~*%7n#P~*iu%~)-$-*IF0+gLy+lu`|`EuXszX8 zXy_@$g|;*8bd84lEanwCAbxNCZ;f-M0Cy1p>?CS>+aaq!3crwHensUW-Bh6_(2yu1 zX_+ph(I4A^Rti}G!m(hF!%&S)+s9DRAWgFs%al8zEVq{e+7H0#_B16&-T)L;erJXA z+lB<^S>qUWGmMh_A2}v3hDm1=h4t!BMsxLK`G=rqX*~N40r|O!8Oza@sL`R&uKWd`6>481I)XnGj@!NL>zE>cN1fMbs!3HYiRY z9yF#E)!sFgh8=-cl&)vo4XUKqp0$8UcCo@HWK}v2b#pFaB`Z%l^S#rsh$c*rYd0MZx##><&1)PVHBpTO~@CacGGG?8+DbsaZiMC{r)Dc*%@ zm{dBeB0F8mfvpp%((k~Rt$4f_ZTfPwmG7~=KzkdAyb@I{( zQ!5{xeHzA~4|#5kxwL@(n~vY4kl0!UaJ`XA8J%RRH)PR?dYP62Eh`(PE95p>Qoi~wx_DDty`YsQ`4sa*g%bX+AQ-RAESHFQv;AAnKI#8l&U;Avo0et~ z9E%=@!|xpp=RLg+3qYys7a3?`L?Tlkx~<6?51V?|n>oZs1TAKn%R!^R&_MH-5xly~9t7Y`K2O&Pr*$TkNDx}aVy#rUP0-C%1Og#d!2ghqG*BYIDbc{z3>p(Zj#@yZ9( z_Q~P<$#z|B^hCYxC#&lYnwh7HI@QOdhfX|$t9vD0gXtUWmMt*3udHYs zo8Ghej)_RH5gmH36sE>KMWMQj$%_SX#9HTR$*nI;X%fjaXgkBjyPK*Oq?xqK<4e0I zp#5A@nrPl6QcU4?V=UBmft>B$8zHB#(sP++XmkljE9E)hG2oXcf(zJ1lNOaz5kyDpDH@8fDN!qK+-nYE-2 zG)GuEC^?0+5h8H|sGL;hDLi&p<#-a2+*Ma&oT7vWfmtAS4uy0Yy%)oL!F}RCAn*pE zM2rLVFd4s+gzhl5nf#7FAY0rlf@bQYFvISCZ<_-`?}I{0P#=`$teDXfpR0<(2yI{; z`XtB?+AYEidK47ns-uxYo#*%L7pm#C&ilUBYbj@>Y4mf;40_s{D@bbvx=|!MPM(-BL-Ou``@)TK7Y?DACo!~6VHO# zL$H2mRj-0E(A=cMB9fBlAc4!RA3tiDK6MgiI?3cQ{{X@|#LwhxL z@*SnOP#I>aSXDGf-{+@YOJjn+)3|$tW!3pn+9w(8W_d8Hm|VI_Uc}!&@?})+wm>J{ zmW>lD6IO7i@J%AU-i&=$ObyeJ`v3jtFKk2T+V4sR@TN1VF}%a zriUu*6ul_e4vZHog{_?A?Sx>$)nsgcFg^GB)w<`QTNOBd#?E@~L%|d95|{&$#AQjh z31>tv6gc&LMo0?#$7#Wu4`$=)4qOt~dL_%HQS^)du0Me>$f~K7=EbI*JHc%{>q>M1 z1_+BPUef055+hZ&@`$;J>ARyS=N|KD8whKfym6UPJ}YJh`>f)4aEdh8G1Peuc6p8Y zfYcl$6O7d@Y!G$uzp!_xbS0=9$qsUHT|tNUyM}KqftLL!ba$$gY9(#-5bHcYkl^zQWf~q3#?ZP2zWt{S-2#}BN+VZu07#xQ6bOK`uo>s!K-E~C zj)uk_QadoRQjxD-L??PklVl4?go>mHiGyC^eu9MCOU!s@x}2tuCP-oId(#oQd70Fj zU23D__;VfX?nDg|hvX<3Pya+8qWZJat--YT?h6qpKt{pnY!&D(w`5zU)qN)uXZ=B_ zS2Z)C;zh$x#C`_SaQ4sq&nHJN1K@qx+utdM&EO!5>WC-2{}11syKc^0I65AVY7z{h zQjfcZ$R&$6p;I$a^+ykE;1z{lrQn~3(q^2U=@zm-Qy``(*KfPy`+E9sAmu<71*#O+ zKp7JOW6)6P&BNsY;CBaahkofJGbauq?Ug9BQ{Y*P=a~_lJjZN7BQqH%8FN7T4f>Jc z$0+ULCInLmSzNM1CFQ9N-?cFft%nl2gukH2N!F05){fDS!K@7Ox2Lo zKGu*bYIs(1YzvsK>J)3T_{f6HS)z8Rs}89Z?t8e5#!Z5obB58TEXd{M%3R zpx0)Bsk-)7ul4FX3Z(#G{NzQu-IEN@t7&5bHx z)2Bck(7((*K#`d9Tw}X|Sc(*tr3&DeNTI}AHSevt`Wy4vg@R=`{X@HX1IYxVa0qkQ zp*MOmiC~kb6}oN*Zuz)41Q43l z!qLqIJX3n^OTU{EObE2)X*_VwK)iiNE!S+)*-|T9Aj#fUaq?H1;J98cdZf)giM@T< zh%!}yVq69t`M=;&RcVUD$rO6lZTe%-7k2Flx!nEasuXECE~{8OLZ37 zk4W4s9)ingz@7j|9_rTv*mzjvhIOM!JRp=zd3=7Ur}Z4?%)Pv0{7FUR8rH>Foh-Zz7-EOQq( zPw8MBsqWHUBCv8)4eq;lzX=e}5rYpmiY6c#?zgd5l&S4szn@DJdywSZCg(RoK%p}; z-_=?gYGLycJ~F@@e1~(**Z!}RyFeu!m2e`QdPG?1p8~IpRCmq0Vk>nRNMoOki@k1W zwa7ShIt`-eD5T!A`FpcZc#fjIs`FM5)`+7AeKIfMA3-9yL(A3CqxK0BFXrvaO~9enxes{V zK(T~qXEJn`2GQMpbV`*~T2^Xpxqt*hUHBo?ac`>NBCEo81HwrR|EB-yD9~`a*i_Je z=~h5C?Llwy4A`n zMT0@|4kBXv00eSeDttL$(U&usve zuzJCqBz4y}Eu;?M%{R~gRZ59ENOCXl?SqO0TVuWE@#UAAmsge!{Q&D1eha>k**%U80dQmkgRc zI9cPD3}7QkAF@_Ent^*zW9?jbbHXrq^|CkpDZvv5||<_p*-GY)&M51>g`J zUhM5=?a<4hVKfX~`?wDm`utaenZz9A%Rokx^PC{*A05i(dN}ZE^JscBmRBI5-CFES z9;&EWGW#^^n_hB$tk*PHw0=Wiiw?k4@c$GGwWhO7z*ItPgo*KIpOH+=^IIL7%fkX( zsu@*t^#paJ!p{#|2yL;$`Mw)y2__^SVOc3! zGcszF2K!=Hq!*3N04ZVZT04^kOard4YsT?hFfJ%O(O-1Tb{9Ibps)94Ih`AUKHbEY z9wA1%VQV03`n0!X1xZA9$c#~W^A~zDvz$e5HQNL#zoi!kW_L~o#qRcqTmIp>$@Zr-cXS@tzq z2Ve7pOX}28$|DhfSam(RG<;2x<@Haij;?hU%<&!0GY;U-#tif|o~xwRt<8k8u|kpa zH#MjlqCm{jejXH6b5Yh zRYPyUGT1t0zkF-t-eUz6xs055f~CR~OOiGa{$y3jSVKmKR(>{ATSY=xxLo7zlajiq z5*y?-h;=;%n9i?k2p2JO60NS#!1A`v{dH8h`%%EVeMCEMZ{`!jP7@HHzD7PRA8 z&v8|I)h+s!2o1-hIlW~a@71Z+QA^CB^pWVm5#tc(^#bi3pk;Gapf5z&iiE^+Kq0)Z z2c*Te@gyCgGchGzX6NZU?!H@+CjmO`VkQyn0*0S5uFte1^xuoLIP<~P)!K{oxB)h| zvJkPQ3hcQSLA)pgjG=9SqRUU*Wl5Tq`ge-Hy?;BJ3ZX$LQ_=4IzjTA6+Ia{|?bBdjG^>@$*Wx%PX2{A$qr@{Y1i zCe6g10y7n*ALE;UBe`lx5XR(>f8YCC%Gb6G$g_IpaTL3dVU$S7$w&Nvb#up2yxcpB zkX{YCGWk+=O!d>Ue@1b?mzUByfEKFuh(t%hT+X0LM-%x(Cz6J3RmZvJ>!UiR1YjF8 zb-wtV%ra)9m+oKpX7v__CuC=5486Zdv*3aRCcJrpXj%OHyZre!10a-DPM4E=c39^& zdeI?-GQicH?blpwB9f@PBjZ;_4&LUL%~pMV+U~RGCxwyUaLhw{PDOEp{ppbT4fiw4 zcRc>x{t8XbDG724s$`}IlE__5Cd9Ynt`r62HGn6f(oIuEt_XsUi51^?(Bos+%Rnk3 zMGYG;)IoJ4Lfu54QJ-3%5l5Tk6xMB6`Z>q3_D$}|Jy!Leu#jgCZLOQ*ouor!XTCt> z1q5)y;ic-R8La#)p#Sg$Ci7nLX4dWhBZ}~G;x5T8k*=7zU+=j_eoC2ge&uJB{fs`I zAt%ir)gv@H2N|C$%d}t5xIC8I*5cCP6h~*jnYVY=*j^+_HSY=k!DjsNa4sL1W@eE- z6sp&>3t|58fRt;voA=qWt#Ay3FV!=&oTW48-YM70v^P$dg1sXA^E!1t=;$$krYNP; zC`8IS(ap!eK>#K*fy$hlQ3^UAT*LDDXiJ{(OW5G}@hT zxI6?8OB55^_+m_$eX|J)snZlX-AS}^v-`-6{1{CsT+C~Dqhax_sWwJ-euSb_Hd@M_-5B?c9=#+x{HNiTQmx2Wy{#Oaw1Dd5MFrC}^`ebPuZ z14k~nEMnrOZI_ii+W#Rx`OJxdy$XVJg$?N1`0M7Q*J9vQs0eDR7>h}6)QGgqfn!)W zL713&M)u)#K|#<7AUk-8UVcXAZ_H4wr&jemJ%)3m-Y=?J1r-_n(FfsEcFA!oZcN74 zV%z6&W=;eaJ~6t^Oqr=b#6{{Uh^9+hiZa<4>d__D>8+cuSJF=%8M_2`qn2Pi2GT;) zCg&&X40lIT>(`czS^cW-H@muL@m)-pLeu4NoPEF8oA z(E4)O5t$1 zDT9H=#vjUYePUSW7BIu0i7EEY#-yBcR#~F*4inDwZsN!ESGhdS?=0UvBoI269(C}Y zOK;{;91M_xsceH2dSehe!CBE|+}32d)B+TqQOt4%T!rlYCqhxB8pe0G*#h}kj-LKe z53KKF+kC$*bqA8eY6J5tHXm7)jZ;!AVDOKbLxYgYGys4st3d-~5u>Et7lxIpnby%@ z;aqF_oaHr+jUF~J8rF5`6eeF^50*;_r)+^p<@xqpC!3^}!5B}0aE9(&DhI~e0rLfQ zP_kSdlisvZLc7$fW?kN~y4axh%}`FrQg+Z*V?~eaD)C_}KDy^tdfMX#O(`tDQr+un zZtm7zQ2Px&l!9jFEKcoChW7t#{$RZhPYR8!1YxyLjk-d%d+GTp1~YyEwYXX0$Jgim z)|H&K3vG60(u+k0{aAj&z=cgZ^{oI{^H$8{OdNIC#@|1j%Qs~fn>S14W)U=up;0?S zR5oH02qGoGu}Z2L9cpwLh9!!%x*rwI^0&uF&S19gf-9|Nu+hb*PU_}rA5bfekQf3Co^}f^f(o(ED}GCO26w1QyKvvo=x-0(u1?*uHwPjX9B-h4KE)D; zBZO%XR4%Rz5$-NH(rQU68AB?#ssjv>J7Qbv3)V`wgZ-F_4f@Z@FWkayG4k766a z^RI&Cz1gLj5R~T+(?+Oml7n9iA0+e93&n&Flfl|yX!8^4KvJ4D3;sL-1A~w!vzRT- zOEKfQWn~^1kZzrWSkn_r<9ZLbR#Z`wh*Rs$nlo?p#twPbmiA6?EjzxdwlH11 zmC=cPdWLV#D=KuBUOyIa%H4C2d2`2#F8b|Pf!=1wq6D|>7{6HlGq<|MYlo>ax$PF3 z_%S#0r5#A4*c9&aC32<(|E+;1l}+gGjUY!{Im>?YiH~|GA0NCejih$IF_9gUi%+7E z`&=5+%(-9g<62C2QtLBPZ?_`1?91?|1~KGLT45gPblt%OUy^XY1bUZ0B|o~Z+t)@E zbx=SIUbgtP<6uy;i07MF{dhRC-618TS_L8UK;THgRpG7c@KlT_3{xKYs0{g2RT!C^ zg@!d*tO9t+h>Z1SBF`V^Qs1wwc)XOq<&k|$1q9<5GA7+Qy+^%HK*rGS@foMy{xE(z z0OTcc(uyP3WsC|`Q_b%RLe4&aU=29&hpwSsd8dtTS+ zEMMPmalVCEVc#b3L8T_aXd&jz^58n#-aNNAsrf|N?CV_%5n8YlcU(SV9tiQBcp@IZ zj^*YB3Ome4VHmGZ>dwqJw!5i@G*><4Jj3xx5=n+H+RUN0J#%?aE>~ zPphTzcU;dQ-40uj#eB`7SR)2g@aD7bxAFfJH$ZPIzmnO)8P@+y7x*Y@VnGi}u{$EB z)hFQ*kp*kAyy8ac;ryMC*DBAlq?~vQKUxS1#|{}-`@Mm4_;%k{hzYT;53gqHEQ(^> z6Ng(@Ib;a=Y)zdu5b@MqWga3A3Ol9ffwqZ{Zex7Kgoi&h0abCEhW#r=M0AVa5KM{w zhUUQHRpDqs11ko)5w*b+RJaSKW`I{`A6mGK7zOD&HMXY9bcy2`Qq74LluWoRv+ z@8uuwE4FR$1p1I$Q?r0A5i0qTOau&)rGtFXr~3tXmOpqOQ(iEWePION=aXswms7-Q z8ClvzR;EhMzXL^1kH;@tW6zZJ$N|pEovdg3invw2H|$$d+cik+`V*J=QhZqrv#t7^ zuSTScJit|)c`?CV&<}S2-?TvZ$V}*xhn7QR2!nf=5L;;gO-N2LaIox#2x0rn(q&?G z?3@)JOlzWDX*x6BZpq>FeF20jwz5wTl#wzc(srPMniYA(;D|3YqGx?#>F|FFUB&<^ zwk6_p(DTBb!#fX!XjJ(FRhEeo4`X2pGS#((NMYd_^eac%2=3{^lW zQMzefqkMkdvJZOd{e2y8(gTDhZxBR7Cgqh7X~F=6k>s6l3!ir3id^pN^%%tZOara1>%l!>yLy=ut3Hk8@8CeaD0IXuy@nJqIVOGvimh)Bbl zJ(Q~wt|FFnMM2E03sqJmW3S*_H3B0k!fCLyimJ88q&7P!L%BABsRg?I(}6x$$I+g= zpok6Dq%jF}ctQvX{#1Adt#6m1ndMKFVTsl<3WaowL{faTN$)8WMWNT6uTV$}jB0?Y zO?$0bF~m)LWyEC<+U#uYL3Hgmx!%skimZN&tf{>;Zy-j%6^Ok;eW!H zm29!;+*{s%4%Tl6r1P12gTfD+5vZVV+Cr zqQFnqr5#{q1_<09`_g7|D?@^wmc`0Vk4Ab; z@>CGJWtd|Kn52WV%SplJ9mA*uAy@`v%bCKiy)r4HrPa&UX3tCo#W4j&L?EbsyJh0D z!5w%yUh9gs=w5rpeWK}|2d&t@lThgHQ1W#FjzV}t`Fyq@rB5fp&k3Gv1d=V6Doh~q z!mXTXg53sVFs!MI^#r?HQZ|J)_Adnrj6)db;m(B=xoiz(4ns)l6?ku@!p7Ychw5_q z1bjoaQd1R=F70+^zsQpfi=D%{(qCODV<>Bt=@PS@ur3|NR;Eo{TRp2_!M?Y+f=nL7 zY(G$`GESiGxDRI}aYJj?p33!bFydnQg7(u*od*9#kL_&b4d(;vB*^uT->-qiQ1rN0 zaAgnym(aoPp!gAfb)xbodUeg>Wm1SMo|+$l z{ogI{O`2`peLA1Y-t%q4KX1Qbnz;dAgGzxQ`9$tp<}1kMyVv!DGKZMBqZsx&HGx@U zA35=E(Q>x|)SECJkVz?9r*-7%Jo=pYkT99g6w}HnqB1PD%CHub-$PlY`qpp?IYlY) zR23G6khrmJ@%E`VtPsfYRds1FNk@wlQe<49PYajEY3vw4KN3>~YejM^%q{q5bM{w*qvLSBiWuU5M{ASTHsWT&tx+^UJV z7nWT@LW`iG?26YUL*6DvKv6<{UI)sq%Y|r83~F=C7Flwtu+`cS0kGB+Q`Ud>VK~Gx z+u(~g+0l0~EJr$2RAE9~qsgJ*T)!f1Fjg%Ujl9$YxrztSwsTga8D`)xQ?x`CgRy@h z>AG>a;lWS{G^MJv1bYDS8@l+j-U;B>biW|Q$0FGA-3qJef!{TL>vfUGrhr7QuH{mBRXg5b44;W-N3m`lf{Cu?|{En zbgR=~j@0gW-=}Yydo38Bc+Y&zCQ%wTim#-z{JtfY)f}=uODDEvIgacO1m<4Vqw}lVto? z*Pb)$@D|2WJ-}PSHF$6O4`eY;FyUAyHJ)VWCA6bdbydw!+{i%9(g%yYy_}&|v$}*h znB#B|P=Sk`x5|AOdy)8?U%>D^)YFpma&PS3Vwyg5GcXtuy`9(qMu3lez(mA1hYKuo zN^}*=#*s={Q}P~!J2G5^Vgcpf<3Y2NzFx}Ddc9#kUp#G2xl<7+o2(HOSv1RB)KF#g zu0UM(vEZgRtzV93@zUx$-NMskO5AFu8yeXsCox*^(J}~ZvMd_{3NXFE4TW@umwV`( zEMe3`gGyDP9>VuQ6aUXHU%U5KRJs{D}16HjL zcwN)YBnO*-jrJn+>wMjI@_5wJ6S@nptlS+y1BjQ^n{`=Jq`~Z<1-vNSWwFaLXaGt;wZE+S+m}cl)>vRTUo~US@1Z2XAc8B* z2lA}VKa1_e(j1n?w|8-!Tl4qsc0rT56{#z2aqW+Uy`G`tnbO?X0**=zs6d4hg{R#P zSMvvOtGv@vaI^&P^Cd26+;=!tpfvT!#o3cPcBw!U^#LGE22S~V6&yGVvV%T}#Hinb zk}HzjLc@_jV#+8;x7Yb^^pZEC@3|Jb|IO^~>Ae&jZn~BGpRuT+5ICiKX*bB$PkwQ* zb#l&A;P^JAa64c`9+wyh%C(t9zl|;{^?WWnpR#+-57`j4yi=M%d3-{{YgZ=Oj2@h` zjG8eU-){1dV-}Jm{mME78lJdYI)4IjCuJz`%S$GOBiANvXjf3~VF z*S!6mA}2VpYN9VlO|!5zijaiIkn|VV#!uJ27&d;7wiiAyFW>5PGoay0ZjpddK*$!E zjgEJmr(UhHA-B{yL`RQH_KY&pOuN*||Kbz?<#ZnvpyE0G4@*6T#xXi&P%c zAMhs@9+Kl~kvyU`^CDcX^|9pfnQzdQRqkz9*pNZ`ltWY2cH4gc87fwfpze-WQjrqWHGfAKbe8#`cmWy{vkL(t(f6F@SUrPO-dz8mBi0}Q{6g!9 z{M=q3q)b<@^}NoW%nmz#NXZ z)=`@?FbMO?jX#Rqm{7t*hKfp*Ab^?@G=O%O-^DegP6+a(kSjANqtbh2(J<-Dmh-(X zHN~*`3egd0txGlT_;i=#7Kf!cld5~UA zCyaObh|ABJlK0Id18jy~RSjOpz3& z3dm2_PArZ7oS^PHGnT9Bap(A%q?1;;VJl{$M`*azG(tf*cmUESQ^t`LWOp$H3xPSg z&77%Z=av5@p0UaseCTA#Ix&p5{yGl!00i};v@czB>6BN%X;*T#sj-u>fV`Q5iPCV< zDGv`q{^-Fo6UTCB;%{qAb!vvN%>-C{#dnbu`=(vlg=43QD^;&bZbPJyh$I5Z5LSz0 zs`okC=s0Y9U0O7HPH{VjlA5_KBI3zQb_U7uS{3l>gqSif`>|ZDo@&(bCmz0|5YeCE#RR< zQRTfS%#2y3eEP17tjCL-CFg~!@heqV&0w=F`{;9!ZMra6T9 z5oX_hwZvGaR}uX^?CORqfwO`7uivACSCUB6A(6>YdT=b7c5g^PLRTjz(KMn zreyfrAX29k+|Mg@-$An!Nf&r9o2BT6&*H)h{xDFl{uTn+TViweKrP}9#^NLLe8zsk z@)i%pO-mMCD4P0N!e;P9YimklNJ6Cj=&0BG;XTC1jy4h-ok z!!fQ19%_IymD{)29hnbi|E?l_WsQpr+TuyQpY3(FiIf2#KSntSnS}j{ZXZ@Hw!>H9P_nqQ6^u4r*cmAM9xRk$JUOxwkX2^J_ z*hXrDGF!0`wnuXTmxRt!g%S>H!;FRWUPg#JZ?av6FVOyIWZ!uT z1?m#E`x5{sktbS+4}Ua8wCN9iz z-(~W@kJPb14D#I=+E08XT67^JL^SiZ;wBGQXujHzL|i>>)+g`tYX76{)?dVm{3CBV z*?c{a?&=>TraP0THBPU1a-YSa<5#b&fSI&+%tMxcLuGI>>VZJ6T+z_x|ErN7jDJQ^ z{Ou)wGvib&q9&^|GZ$XI07YZeQ}JQ!#C_$QDB}q^Hl%^wbfXq$>5_UC3=-HkO50+L z`6&lqMI*Kp%KN;5bTd7XU^bi-zD_iAW_lqsO+PprM3=bk(!)bq@wUgUArl%O@}z8t z*Qq*x*H}%YWquisQLP99Z6~AWF_Yy6Z)NY~2!JIXoU8_wU}sRcviT^rFZ}>mf%gDh zi=?|iGVd^|@Qrhzmjv=j3pPFU+Sp@T!2EQ;0#r+ov4G?%?0n6el#AvRu*O5^GS~zkWyM??K0mE$Mo^zGCwK?L||%#M2~#B4B=|Y``-0 zy9joNH9Z~War0p0A>q{_lmJm_i)F2U*2a261^==wuCM{=QY!vELsR62;UbTfwsrta zNbenukUu!T&S7H$jZ8E^1gJ9;e^9Mnt5W96DliSLN(R%}b1|`u2Z#l{^8y{Pi22vz zd-xWEB}Q^#j{1EVz!yS3GHsQeHww355?k24x>KTszf5|8l&ss{MeMr=tpTo}Q9iVg zc+U&-fEYsu3JC?c=mIh3fVPu{=;FlVp@!V^Ead0dCN&WQJxo=8C1d$sy-m3>n8<*8 zwHz8oGwvFA6f0}p+1HVAdB*ciufH+V=_Oj+_qt4;6SJ@m-2uV-6gvCR^uI~~{2B-K zv2Fs49xhRhw{v-qS;yt645x8BlKqqUio>WaOy~66b6M1{zf^k8p<28vmg4-3D+P_0 zrWN6i?e6z};4>2X2$m?RcFOuZY0;5B#SEgjit?OoIrmhvG`I*1o_D27t962PjzzJ{ zyD@LKH?R5YI7lcD*rsY?wnIY}Ie2q@^?*GSXfwu_&J!vbbHocu2bn*}%b%@2)Gp{Y zuoaF#{pQnC${pNcQkuC#YF$#E`${4UDGp#rK|(%((_Maiv^`9Odr^THw7zXV1_~Hw z<$+^(D_Rxcq-P|Nf7|94xawb=NhRzmE39|TM;dq;fx6rat2>^;*hP<8o4C}&!mg5^f`U zqfPC~jQviRspIcX1=th_FH@R^I}H8Ww=(%mV7C6E*Y4ptK&4ca^9hrJ3Y$>yW^nh& zEwd{iJI~TWFG5^DK*e~MC7EfTjVEYp`H*#J^VQdSvr@F`8=CsQ)zTVU`R`m_uVQfy zGy7NUt^}biM3&=ya%3`WZ{xJnR|(@BjZK5O3myWviX})W&-bKZm+OoVHZ1)vRTtp^ zwDfDKtb4xur*~dlW0{YH%gh)!X!k(-tlpPrmS5Qnb~tmM^MjvWHj71|=-V3g<2x>B zrg1pZB^)zy1gRR4O(f0h7LpW#?O8wD#b~DN*8$9IRq#Lv8-#~R(u1?SYxH3wN!@KDLq{rwQ{4>(#p%#95)cM4{E+v2wH#s0& z;BOjNST1SU%AR0IHksLa2g=x_ zxWTfltzx;?#MkWRE8OPb3$#M0g!s6s{MeFA86A&TIu=No2xIFjY^K;S9q@Xy-CJ+e zN^H?scSewKk8Su;E}p6dxGZi24UxC|4#m6{5J>4-;1n{iSgD{mBHiXDaMx^_PO)@= z1gf6e9toCx+Fj&MpZ>U%WU6Z2rkceMJ0)Wyrmx1F6==G@-g@PZ(cm?NkJvb<$N=h?7&xG?sW+mNkMc8EnnN`rE`p{U7Ds@UFsuwSlJKF(D2k1fdq$%B{$ z8`|!Dz0GyEIjKNoC|G!hV#KX9hI(nW~%OI%gd%z=a>9 zw5$BT9Ugwq8&aGYz*D6)^-pdB~6dtqne1C(r3(ruC(5ZHd==L`kbJWw@ zf@z*Un>1g^oUJsF3Ml=&U%)6M@&twPU4`P4+~pzVuxDJFA1;XiO|GP%DEM3Fo+;0E zu`8hCbmHSuwNOSf8kqwiB?(nk&nF@0^~l-J+Ueqr6}Xvidt>-MXDFCyC_Z zxpw~RbUSQI15Ozt_teS}H^Q$6a^BleC+UnsgSgyQdFG`O3lroijfx(%23Lm*5t}V*9m(qc zq^tcR)eZ{&2V(!=kcCq88$plAc~AVSL)0Kj;??w1ry?m*FbJ;pDmuC0nq_zJeUO_L z;)*aeWXw5XanWE6%J{B8Czk zizhqj0mCFjR&*5Z_PXEwavXa!aFkXwxU`-E6yG5*B#-gJcQAFOOU}vDNTCL3y}_7c zmsB%TnE|v~naIpsq1s&*f!>X=GPYZadR;BDQs_!7jQVH*QSfYbV#LbwgW5xLdIwO8 z-Pi(YZovY+qRzW&GF=E}K7-w+!`Dhfd@>II4BT zdemyvqbWKyo^9@+jjkX$puMP`0>7?k>-;g$zz<@CEqbZVd`RDV9V(c+zm->ra!OLo zxve-Cu!~UoQu*ZJPAUU~ZW-~BcCleE1;Y8b^Huht zg)OdZQ*E60Wh4*nsAae84m@zy7#nc)?l+@x}Rh#x5BN*a;iFybuI8JQreveH+-;G}oNvf49OE z(`#crt!S;6RsRg8p1*LZqIzcIN&yFE{rZ}SJ(b6S{(%3Qj%7pETm{yDWnyhbS8YZO z@2HY0YFzXqmycb2ny1K9bbeC+H@cwiI+bEd3J8-NkCgGgj+!t^uUxB*%rJt497YTb zsjS7po-IITh1QHNCPN(G20zs!e&8z)V-ETISe7m?N2XhLRtW)|4B&*|2CFnPs8Q9l z`$JOX_y8~v+4Ij+nnGx_C+D%l^Fh(>aDJRupu&QaPkQY$Yd*${#?mZr=gyCiT{@sd zh&K~>#mv#>@wnS+#UN6zP&jdN`0iLZR<#PGlR?teoa5-3cHUUF zYb6Ngi^u+_AxDNwMgg~1$jtz;W*{KZT;TiGdMJ{HT^%JP?XS(z0&XF_)1OFp-spZc z>s^W|B5nG0yqVo2q^&V$&&UIGysEFSP*aW`>-PEccO8cqCE5Fl>1?0pAFFuQZYx?) zwf7h_=|be4qFfrBcn01I(R%xdl>05!)z#*Z}Osz)SVf0bgp#j$tUSlK!SgcZH{ zX@|#7#_T18cD8&*;?4zB@-1Jsx4i0ybl&_VLqSRlA#^v)Ialv%IPx|Y5hvg_)zuzh zMdE}xd0@^F+rs^Hfw#~$IOaZ?$z4@3=u(xA0O*3p20=ggSk!kTj(A?fEpl z9o99|hbV*qfe;Y!SvE4Qz#xC-U|~&@bGH^z83bm^BZcyqlC75YCltERU(w@&jkkt3 zLD~qv%P<|MAkYlbG(5~F9W;M4L$+G}8NBy!`!(9qKKH2sYYvJBz`W*p5Cy+f#f*>& z^I}ekgQ|cfiPT*l8uMTDPKWN$Rdud@i)sVJSE!eJV?ho(t&na>h%+PZNhwX*IHiS? z-^9@@-!ql2tP4u0+Uxl?maBo4GF*2(*RFzai#%v&;Sr7#o_fwi8Vb2?hJTlXi>OlN_>KDRCm1$E_? z(q!96`U&Hp^KdH{3j01w}jfFYuFYe;2N-=4@gsB2}Fn_YA2(*ulG|PPWG!)r0ukX-HHD zg|)P2b1ECz?GqidQH)5a(zE64BeS!T_$|u4MUh+yB?%s=zf|YT*6Eb=&A1>E%k6x0 zZwiEQgPuN?ChuFFO_Hev-NI+}ocVjJcg~9F-w>YoiMMrtsZIrGAXrj){_HXL-Lj7D zboOVwHNt>Ciq3h!YZiC6N$*hd;QEeV#lJQs*pj%tm4%B)|1d2QM=27M9lQ2pyl4+T z3=F^v3Hu+*Whff`=|zy~+YalOOzc)|2_HUw8=YNj%UU1fsi#%}%}BT2ii&L4(ltN6H|Tu);3c z^s<2)dY5XeEG`E7$)b;MdZN><=oa1Z@Qens9fKeUHVzP2CTJLzQEU8%nZ=t2Gt4rp zGk8Gw5mg;PNsCgAGm@t1u`^&Y0SHW((U3655vD$gD$ZQ4?{h|!XVMv9X5cKg3!AtO zwNt>FZ~N%@9p~-pL*apWoT`vTG5< zK@CK0%t}?Ai1l@?F1bkgmSyG)a5KHRUnz!qm)6l+d6h$cmVD|<`|KvH)eW!+E$UM9 zWVO}p%<+gS6c7t6u=B-pl|^I$&IV<6HX2h!CO+-Ma`Ssu*PD4;@N_+WvXyZ!Qp0$a>?T zPgAB38}4yG??S)M>D^4_nV&RBvY+p{~b@whnrtyK41o_W)TDreo-WZebe! zK!PO+rh7CA0dc0F;oN(cTHY?S41yhP{xn8Wf#~RTQYdul<1~tSJ0&@@Vmg~mO{2x| z8@&oCb!HwKc`%=WRn9;{J&d~5L!%?c{>9~IwDwK0J`Nw?==lM1LDl%y-z&mdK z0gNT*p*7~(T{3lKh2(-9ZRW;OO)Wrdaov^eL+)!QjD)f;uT1GXL{EOk6VCgT^&MFy zUa52lFO8BctyO%hV<9CvymM#uyj`2LDYPKq6ztDoWCBT|3gPEMJCt%8@QqYSxK@O! zLKkxVUqs0{S+MP>i7zc1#9PzO0!Rr}IB(jR$e*z`zB5qwqrbxb_nOHs-6^j~2|1^4 zB@41+mQexL&y2+etk8f6EGI`T)zo5gYeKH@y>0p4iL0e<957~v17cPrYHo@~l_du< zpD1*K>m%PJOMn;<6a0(AUc`73#fpAad97QLFp=;u!xOGGjSyCTFGQ?camf+Q7Pd&s z78~taL8ge1m1grf&1Pv!&d1vo+?1LnVfsp$8e7XWM_2oFsHSK$wf!uZ9>&A#)djA^ zFJ^VY7rrFRbK=Bm7MI81Xo;s#*?rlyDk;msvAJG6{6xhhXq5XOI_^45(I;TgWxn)7 zh>B~bUXrl{hUc1MV~xcAAsX)#zJ(_ty%JFP&i(2$cb^_gjj4(N1{2j~vcUq3qy)0N zmbOZ}hOg?Z(CrOXM&ozqp)>npO#;b-q~%DYD1DGYpg-T|AU0+z8r3V&1@*wROP^bj z;o7B*UP;_4i(-eGcRyspbf1aKLWKA)4@@{nC>^FYV7-_j7!=HGYSTJleku_{BAH3wS^~gMhL1 zpl~#Ff}UQss*;ZH%~W_OyoeNOy;`vQ5GlQpltYpAtI2rs&u0TVtIbLiUvtrAbP0lb zf);C!*3F-VdgI1@8ChK{eWcJ++F?RwaVRcq@;buPxa|Wv0uI#T^4{O1Pt&G9&CMW& z;+CUA1J?Q5HkmN2*iVLY226!-gv>DGQ-Y#RMPOJA+7u0m^As`s`XAMUJM!%FXZ9MT0Gf+IJ!pkK2Q0z4Bcym>| z7K%M0`-T~8oA}sqUK3LOX+k^t+Ni<~;_JD4nyo@lr+7}%QPx^ZRJpho@1JS*4ePOE zZBQX_MI;@{6f)N|`#*7rLRC>C*e@nmZK5c6v1dy`u*WRyYkt+JsPOP>S0A{JACNy2%AFyY9PL6!EMP>LrM zL28hRd~FGl>h(+*e!(_}Z2>_D6OxB_xhfcFW)iDh4Tr>!fJelaY2ljy$qwfbQeo*y zj#+ZY`^BJK@gO@LKIuTL!+Bu9L^U6aO|}Dvj9#aM&4|H(mb#?@b}$4rgHkISLqweg`wR1r@MLG_XeNlh0g_5A8M^UvZ&;o1P|zM+ z-_q>s<=lTjLZc)#8nk?^S+8vwQaZ{Vj2;o41 z;hY2UxquMXEb&X)Z^(zE==6?pHfP07&lL}gCgrZ0olr30f^MjM5L^iK3F;5GtU+E6 zo2tAxs-S58WBCW>;^1?ZC^5}a?H63A12)vtenRyiJznOm1$aZGH@2RlPGBs~VMI)i zR;*sKl@W|<^I_ECkdD?7YQ3avs+qv7AH%Cs!?^@=Th2d%=#l%r)BXgUx<u>Hel`ua_{RfV2J3*@>s2YsJr^P6b-Epy6#X%+twS?+R2l}fwR z?Tcf&?kC9CghTAlG(5qs;Wh047)=od7u4{uoMz%gH}y@j!RY-G^;KmT{yG_7A)7pJ zS8BC3BpuA(j3w#O=}p~SqFO4AnUyf){Nj_@7VSjm^N;j~4P*X?bJ)C$Mb@IvTiV84 z&fOOHt|2@Wn7?tt$?I9<;jo4@gx*gqMVS-Fws&UGgY@T`O%3oQQP;07&7kchT zi8p07{Dpl)h_JNY?PNNi8sb~Oh#o&Nrr{L}YutK(Av6Tar2=%b*wfxFb_Jx3O9Nx6 zf7!c=nS3D#mvvJ+2BE5v5&^Z6#*`l+Kgk;{EQ%WkTeV#POl=_6-ZF++A zIs{N&(1c-D-C3#Ez8@cpFslzE6_|D&P}MTkE7u5yi8c%rF%Yox2N2JjN1eaMebP`Y zkG5O!&ui9XWJf>i^5&&eX>f})S@{P&-e_4+UeR$)logFAS|0*m@CdD7KIwMo^GeXw zw;_m)3NCDN&fJwQJ{B?R&pD7K@qjL|$~BMYa650Z}m$t$!uscbxUG{7-_@%#igE&K(@2csusCb};LO-r2H-nM>aN;p4_+f#+D*B|COcA2grb5+ z65RK3(jU0%v`GTa%PVMzhgI!3{m|4X2^z@%-&Mu{3cOuYHG$Ql`IB88E8kr2U1>O2 zh*w&$&qI@s)}g=(F`=-+(gac9@#!I`_c%nEj*$jhjd;CE<^XhcTrBBs%4mIe)&$~A zoa^xKQikfgxx$F%8RGi1_j~u-v!7gfNNC}yD@yv366lcZHio9(zHe8B9+)m@Ct4mq ze0x0kRnB|>CoIYDehjDu>dV$$o>P0kETLYD9vL@jSKd?UO;q39B}Prm zzBD-|&?DynL82Z0iYBEhZD?j}5iWGbdO4;#f403Ob~@r+kGlr&=xLM3q)Cr8S_-Vb z@`KsWoHTX1e@GOm*mFSJ>iZj4f|namxwz6r(LP*4_~=mO7m6&t4Y93Nw*rd#EO-}#YdYB*&A{OS=r}eVVD>o` z9k`x#bi)}F7J`?QPsSKxPq;gw6o*_!LanPxm!1PJzQ7U-)sd)&^N3rgTO`kNxb^#W zygo)n&oWBw1>q$r1Kvu7<}zSDxI1+TjMhFw*Pdv`P!0T1daXp)Cr&R{{Mi_%maxen z%)DptN9%iNfo1(S<8>3wCX8K2GR9UttIm!s`baQ-4#dlI)QFRMmXN!Um)_*Rl@;ZU zJkk6&moyTIv&-f~QTv9Qrnrc(%@0B3-1XmuyK15uhk+bLt&4u%xRLLr>ydApZ zS9ddgdFLHgA~Fkl3M`f$F89ofVri+}{v8IWZ!xZzdV5zOau8I|6Ist8CEftb?ld{3n8#eCdZsUW zA;r*rzby7>wwg1)G^AaSN@}sup-?B7|Ndq$Lh1q#bK~|N7fzg zA}ucfbt3y0>{dO(7X6P3pF6HpMcUs*uP~J?dFEGZ)VsbJR+yG;hLAN7*y5`Yn#`#1 ze9Whd8n1ML(LG1dVq5&zcM%f7B^acjGLcYqa+OMR0Hst7GKr3m%HN2veU;glKJgR- z?gd!p%8$;)NBR%;gy=yNs9V@^yh#2;kC}sNxKx;6Qw*kuXe0)i@GdomCT)fX(DcNi z=8ryAX2UI|GFLw$-&OftM_-+(eQ`j*!n(!dK022C=bY+vXbGcl8D)cegV?~cbCGcws0bFe#mkmezo^AVs3$q4MR1>YDY8EN863(lNzUxiFhBIc zkX1YH*i8rEG-{}+0dq7LRf=2gKMR@%S5tlFbBag`_@{4qwruv$sOJ|lqQt@3KUMVE z7C<9|`|RLeAQshnlM1ld7j&5pgZ?zf>0lUja!6|f3U0}bLP$q65j7{Laih(z1x&~=98LLol{%BK|j+w z4xYbHq}Z6SKn;P0o=$|H+&tX)pJsbL?=};;B>260I8J)l?(L6v;!f-185l>YhZYJI z)qM22otIqnw@>o5UMRfK^kS`w45Q>lmUwB5biOqa)40-o|dgP>;8%E<&j*qVEj*@u()PFb~E7=30^#SoEP4jETaG5*H z;W+6i*#H5#FJN888Y3ZPT=+j)O9QFkkbHofhZ)#7c|ANHl}8R&=i6^%uE)ZmIbLLd zYqU@^8E8Mh<-iNpav1p0PK4U(0pOkWIyHu)7-Wp#Vhjj<*G*^I_OQ`y1zqlIoueu& zN)A7pcn@^yu%V6Pd{IvT%rtlH6-)VDEFKEpV;*JT>U+)wAh2$=P-Jc$(1o=Qho?dp zpws;$6?HJ(OCX$b)5szbf3-+X;Fbuida-Y!)5%lA2BzrInqkA^imQgGwb)bIB-xH2 z$EKmgA}Xg+=RXk;_!f&|aL&ED_04)b%>mSfI)DSWDHVv_f-eI2g6rWXjyPd~y@*$w zr}3N#`KRD6z9zv+=TIqnw1CZ46z&)7n63Hp_Cd)3%ek{4=-@mJh+QH9xp+tgD_$rk z#MhUG1h^_MLzR|e09M0JAxA5S(;Se>@4b?eBeVoWN@8qD(D*143t8(qTia9f{PI(f z1+{+`#qY=~iOk3tJ#@LJR2|@XU;gG%%vSf)>)um^wA1McnJq)PN$){>2%MVdfD0l= zw|zH#5gRtXU%-h!Yjz6!36()jPo5tsq2ry`Yt~*~)or$)DDqP0VLTlgoj6&KRg~V8 z3f&cR*`>US`eH)Gc2}pW3@@ooS&|{(E;oN%3;>FXBcRq}7(2Nf9j)*#Nwy9l+Q6}J z*&IWQmk!W}BSiN2QcA3`Qzz%qA0jjFa~fO=CXHy$2alfc1~L=M7?g6G+IWg`-m@F= zk?$!LB4Z4cPiO6)0cqv>mXNhrqT{n3y#6Ah8dY4uqQfKpCTdF^?NlQzx9!BuG>1q$ zYf&>{uicBL?v7g!#Mf~S2@T0hnyvHvh> zTR_vG#S>`C|63Z`;WL90cgil(RJ;a?4R)nQ0j34_0wK##UjfzJ70tq!B;*Um?Xqkd zi)IMbOeU|$UI@A!dh>>La>hgQwS=4|-j-Qm%hXy{X!8{fl{~`&xXtp3c?4@tutJ`W z_2nM6?+DAg=58W9u;n~c`i-l-@2buII6K;rlr^5+7Z=RA@8d=Y7xHPk1_}b(m;ngP9&eLFRGSyVmrXX~L+TaebdCzhZ?^f|wjG^wJP2=KK$waJy116q`SPk87 zw;C9}C6{_3`-GDRy~XPI=*bh(xNDQjP~wYQL@tKKV@gArRfnY69NpSU;#}0f|6U#E zeeB|76vca{Hx3d$9S|&48%Y-l!92x71}Vr$1Aa&T*5X2`Wl2~lX?W>#!WjT9X@h*= zgY9fT!HjW8t7y`^GaxF}=v~FzR7xB6Ua!aN-8&hwEO^PmNe=fjpt<4mrI*Ut&Y21q zP&9OhX_j>fL6bD_rZgw_`k64by&tavnM+J4wtJl8*OkVjF5Ezur{B`N|2uP~WCm&Y zNu#KE3m^;^lhID7c;Z%!5HSXo>qXuRTn#c2MXe?ob|!T3s|0pQF`1sZMUiUg#XlTn zMXZ!)3i%8y7+B^JA`jgp+|H)}itEt~R$h%`DvNZF3y4b$0uL8ek3L_*XZ zJ9_3re2@)_gj+|M8Mm93ePy0ITjL@j{2(^>#tAtF?(DFn741rTdPr6xLH;aqUNRr8 zvFE#yVK)#41wnXBAW&|AA<~h$sQbq$kuQ$0HsAh5P&=C{ew(@~rebVnjtr3?k z<+!&@#Knw@gQM7BXynIiclM>pKt|cMf53frXt@;A0wBi_UMk} zij>Wa?)9j16I$d=mE>y&oMhZ9)l<)AyQp~l;387`{Q(z4BNU~kL(utPw z4a;rAcl8=Syqp8oyvUz&YHlh;7zC)02ju@}%dFO~x~PH~w(V}qiE7Ieu*58miIOS$ z6x&b%j}ivk@Dx`VFL47j2K9;&2U_uQ5s+3p7o#!u(P}P2uATua39VrY(k>sBJ{&yG}iX2 zwW!3hgbhSU06+JpaxD6Ndk+%6G>W{y# zR~?!%v_!7s%|c_kF=F(y);CM_iR)<p&?%2tV|9CK_+&~$6X4mBaC{1*??Hon{js`YsuC`0v1-(HeQSK$0#Xp3IcjR(=^>su z>P?IXrm}7UctxrY+yYb=6{Gcy-8GrEiYT15?ywp7PFWzA)ZNv#p)9s~JXI}7Q%m3M z8@{QvaVu_WYj9t>QB_%kcK54*7JJ!BFl+fCg~d=%CZ)pAeU%_LGlMyRYj}~vi_Gh8 zH;*E$Gapm>(&8ah_yA>Juf<9u^&$G$img1b9Q4ixT!$iGrvXKC+2Oz+Z|cx= z_`ogR`C1jZ9@ALZI9{2dN3V=yLB5u0Kmo$?=$ww(BwjW|ad$&=Z$(I)8S0Agv*t#Z zzfFCz8_d2g|GO71h9PI#9Wm^-9v@b)Ckf-hanY-R8}e}A&aX6rC6|WG$@>KcD_U<#uk%-jQZsU4{>G8hQ6oKTG$LxKfeJe%^+N!2`*^Ai(VMjMTC2>Y*p+(mb7YkjDOnS zfgciGy0fS$t5(RMkl5hGMN)6uq)Z^anrrsYPp4_~XAV_L#6PQiG1YjIP^`*gyza8P zxNK50BaXxXi6vdjn~lCdKpY-n6)_;uiH2-Zy{y`Kc@HMliTYM(UkzIOkx4&i<8y9G z7v2d+N+RQpb$^!oBOKd^NxyeY=hTT~pn)qr@PHJ{wEwTF(b!!g5Qj&aRIhW2?&=)G zxw7J^Ci(a!ED6$wUP-dy<+>c|7UwG;Qq9bbGc;CfB-YNJ;J0K-qt6E?9rky-ab(At z=P+QuL>MwuDRn*=s+lW7xPz?0?UuDewV`e+2#Y}AFL8*e(_eFW!xI!$F7)5qfo=R1 z0?H?#E1^hWB)(YPklP$;aS$6qgpTOs*VHr@t6m3M1opA({mPSE>fw1 z^MZyR)@pqBN*tl(U-`?)tB~DW8SIac6r_4!yp^Y<#>CRw0$;-O5K z=@$mW4JX@bRk2fzt`y2Z3-7TJ(2LBH{YKx-pECO{!YgJl^NqA3)z4hDK`kTWEXk}B z*v}){^Rr%l&|UiV->ljdSH>Sg%c({A<4rf16x zM=Bxy&@OoARHI%3lL4y4827LsPN;P=oufytiqe>mr+C5U{`C2<=j9l>XVR_C$1u)E z=I4O_Lgo1ErSEQGO7X;*`iSkG*ad;1WoK_lRSG*RARd0^?T1mAj zJYuma_=U{}l*_C%mQur=B!QsGv4 z<{nQkO%NS3s@pZbDM+Z<98`m&$umK7lD}s6VrTInL`tY!beNuOSw&H{j0|-@p-c!Q zk=c0#jja^XMHzt%aM4KLMA1teDqyk?tv-ZgONUEO?3gP?Y*xEol zWj}90BJH=s_DH%daEZ=-F1@yn@O?k59We0xu%9iu<_AeRfxxu?#=ZVr3zryoe#@wOEj#+h>UnybU-IKYoX0^ zFv|HhHSAFgJekJ5Qp^~p#S&4<{4I@a!-6DasPb$jZyT+Do5j{DwQ zE1Heat5*10KMV&fReg|V&Cv7K|5p%48l9Nv?{C5q=)PV5L`}V#ce^nU8`-u+x4r8{ z%OH-n?!)|@=8#7Z=ACCu!Qyo}70-3idoN{uS=(vod$ z*z0}uNSA=5p$H|=g`!~t*$Ulr@w_v19@!eB*eR}c&JK|)r(5y|pB3F?BYBlG=jqpM`A4v>^1uAPY&7m&w$yE(tV>8ax?>gnsrk6z?=UkUxaxVqA5c zoN)!932=5<4jxxme#wcVO|u${Y3Mhva6MnZ9T;RYRHzM1+4BBIFOH-MqRb_ zG^upyy}bo+Btep5gRgJy zcrf-PSIMs?yQvg+ZvkxrSVjv2C*RiW%Ae`o z2P`hUsu}|Wru~jj_d3>N*Y^F{3-Nr#>HAtWU0$EXOQuA{leMX+ z#A!*XFE~eaAbIT+cN5a^W^uwbsx3nmPyna5vT;096bH{yZ%d+`BnYOE*Uw+>bYC*^a?FC4c@KuxRGfnt7frJD%>6jeiGI~7ZI&fbtgWKPj7eP zleWjqL=TNxK)wWS@DR+$x*%VEttXe?$_)?FHFUl{gC`0_5yUD^D`>@!y)oUYm{XUH z`dIlVN*|g6Sr^Z3mrmjYn)7AN`vjgRH(<)qurVvvO_cmm?=0rZg?Sn$YRop`9R%duT%_@Xndb!61igkl|7m05VW=7?QWKk_vNqzwzYE`~_TOE$}AGK0(1Jcrh2YX+$7DAESjn-BVsG z4$#rzJD*_os39NjDV#=zIKD5;m`FSlrTU(H=kz6HAWtOcJl(sx`C3mR3mwilAKJeu zkl>|A6+W8UQhEFmRTQo?z0po^k*6tevdZMOW+$pGF%FtpanP1Nk&>}0 z15k9KGfmR7RG>qTG=7mV)PjW_i3CJFTaVT0rHbZA48!GZZ;crcJCGV)UcGii&may8 z>zVEgmTx&J9#6-o*|g@bvGmdr!Ev^)>I{|^Onak|`WHqy>NHPfM#dr}=;_|fJrl36 zXiFK1g62q*RP>_xKA-%J73Va3J|t}Q%N7j4hxT||+p<4x!w--x)^;V&G%_vc3G@g? zuewJo2=iKxc1y7W^p@q`J;BvLQg!2(QN0=m%lG0vPl{2I@DMF6+jSxD?aYH|(HiU= zE6_2O{`u ziQN$L)%Z3qs&pdvI9j+_oeekyf%Q9F$lHAQXL85o=kEQS_|6C$D&JM+-lxt#D`AaP z+3L5Ib~n_o1K~N1{b*#Z`PCX zc06yeuYF5Vb@g$4P1_L5wjoB~!PgR`oYUH@i9=Y>1yv##OZM3HoLJ9?1Zh4E{mxb>o!c8`n)U@`MI^#SAjlf4Vmk8=(uAajVx?DB7S zH)vT{tI@LAxyu1C5hK)36|)L5AfTuK000s|8#tmS68Zy76#@Vl{VJwkN8K!JolP7W z%p5I@nHgA^Rb*B4nHib57@3(^RhSrAn3%crSvmAMxL8;@IrTa8IT<-wIXV92KkBnH z+R!^&nEJ$caIUXn5Bnh@lp)uJc8NsSqI*n(S9mNEvWv%|QX1Eddac-#H)S%LRM z@MlYCJIHAc?ERrc2cYMjBS`LNRC@}v09V+8k_QlH4+z(&@&V8X3PRNHkG<3b2XqZh zA3RMLO$mr-Yf-?gvYPhz!^8H8jbNSPJ7f#|9I&vJcaF`&3~S0Il47~?OL=iN4br+E9aj^uQo~26Lsq&iQ5ZD1tbY6t-|F z?3{a%dfxba{Mpi8lSa;Ct9KGqf1tawHUG5@v#Q0BWy_G9m4wTLWSCIsksc!s?+%(2 z9F>N!)A9t~Wy&U2SqiE`T$a;0R=4^G=}IkRj*Ed29h0()3Uxa` zZPL?~2_!PoKxKg&o$++?~qd03~Yw0v>0VQC!k zS~P`#3lLIHNGlH9tv2Q8lCWon}g5c*USIF}Pa#PQs^(Zu}lxUOU`yzn& z`hyZ2-d&7X7M2>^0zDF{fCX^Sh~buMY9sPP6|7V|NM@}?N6#9PrYVK3MZ#4E&lO^b z)?n3H+wLK{S;jXA?%f&E=9`p-Jx*`RQ7zJd*gJ9elHd&n|l`;f`SY(ucDtYthc z(aN5S%tRlDadSr7fX$37XMF!Qyq-k4jj6e5G)*J;%wodBt5fKd3SxfpyX#<<#QKU3!we z?uK);WJ@75wzdqFD)q6}Y>wd$U~jY|@kGVR$bce|ITTaYS$`k|DaM5WMNw>h6OJ zc7*D`kB6%m6677h1mi?)#Fx>+fO=Od7y_i~?qT_DCFk(Yz zdOu@ggUl?~fNv}C~MG7G^lP8hj?qTv7w z*YpUZz`7=pVKKeQX~@_D`+135jQCHgq8L>NHX&C8$m0HyUDuE;N48Yvh}@sLbz*6m zchai9yW`Gk0!d?G`}l6y$IIW&>}r*f#=@F^kBX$Nx~r?c$&Sh!AW|v*p4b5n4d8wh zA1SoNpGn9F6X-Oiw6`dO;^j_1fL8DD&N{?c+<>WH4w_+Yifotq38Dfcm9eJ>|IS#5 zib5g;eT2h`7N7Wy2_~hh9~R}qT}_h~8!G9}YNd z0cG)szteAd+0It;bn5FZPg#iYxZy~dxjDKt6@kQSfvDm?HaA_Ui|yK#)B zC_0NycV#+KLcQxQkp>p$ye2yOmP6k{%UojE_5{{mbiplI4Z{eCI*egy8)dlG6RoQl z!jsE!y*eT{URurxiW_J}1-$zR>Jpt9r{>O>S~<4K>M^T?M00Prc@N6_SE%E=j;HIa z!wAsS3YnI*%pHa%Z=>MaW3%C;b}r>1U-`0;igfCJdQ^`bW5S#n(+DMMnY^MndwAAS z({PN%Q0?1+)Nc$ex+`C}h+{$I3a$<>CRVdrSPzdu^O!~Rn~$B5uANaq&*Aos&9>-> zWzmDn@8zW8Xqeb(UuSgd^m#=s(iJCgXfdWqq|eYj?FI>+m*9^G=Xd#=Joj&6O+pUz zToYWs&=G`QD;@d){o}yC9N~sBO$q>rlK}u0|Nep9+VH!HwbOr$?P;nCS=uW_IOZFh zA|Sn+c-U@kZcuX9L%M-pge?#hoV}ZyxE$dOcWPCh+3%NsRDG7U)l%^N zzqB#}0F;=31^v4hoYGIu`|b~UnBV&9Cm?{Gk3W8aP+*{fpND(fJ0E7Tk2NxHa39@2 zN4trh5XZGUdQ0Gs1zZUMOQ zo&klANNDaeguKe=$iTp~#I(q?6l3J60?X;~A>WjNdi#SuB(h4di_-O5%atm-S7r;~ zODvjz7xy7?Ox@YqSKI;h_}zV$(24KrHw|q($?ECnc4PZtJ>`8u)tFz?WG;}=-i5Zm zEp1t%W!1^fIXiO&XOWg(4C@4>2!=qsFchUKkRZdeU&xS`H=PIW?cB7dBX6271Ko>5 z!xIrxhND-I6HqT9=_!tF^4UeE^cFE;mC0&Hx%b6bL9RXcWLbqMDXe5RB1vj9^3c3^ z_Ej62IZFEU8<#y0K}qiA_MXQK&S4})8-<#ye+0+FsgJa2GMN!W$ilkUD=mwaBbwB^ z<^;Z+JIx{`fdz@RT2mSJB+zAN3O#z-b!#Z3bhMkUluVa~tox$&bgssJ%|Zf#J@E5%2nw%QqS^R#LM%f}CB18{RPRW0fd`^0tO9 z0CnqVg7dCsE_+5n$(ND6PIU9)V?jlJzAJUVj^YSnR=ix2P}30tXr~GNVS_-7b(RfU zzQxo>fLlo<1e=WvW2!MRAQXK{Gc1!po!&C6i+XlG;0f%EXPP?XPbAIST&5*gsc{ek zSWs|VZ&XzdLS!Mz7R$HswD(vYarubmRCz_%+XvFbke&P{HRq}nbTyQkTy%@sL%nu%rJ$)Us*#=-D2;88+cA7o@h0@B~by5@52PfF~iu&=GW4 zzBgX$Iu6w>t*o*3EL&@v{K5u@x*|HH?&9i6%#k`AepLv>GJ;DJc${54`-7d%3?!#i zo%kr2NBL7CDft`KQBE;iA`REZZZTHEG)j57J5U8pQ@8&t3$zp!*90uZZxk_7muQ{N zj3AqnBm;04S&~sXnt)St0egnp5>>Whm?WBzN$cF#-v+r*xgbY4>zLe97rrxyK76dUQMFB=getm7OeJrElUNE+;H*h9}7B z%YiLR|Hh3lroQhPAt+i0dKo{=s84%wY9D2 zN3s3rdC+BiLM7oO73H*?nE1m{4fKG3-a*ExFoy*ZUl^`fxt5odd@1w9Qb*VY@3l+@ z;}L;h4XTf~D9}<5+m{Z1bu?Yu9W}eJqS4TwKv%KyXQY@`w023^ zEMvPK?uFpdCpTVC_RpjxGa2EZJ@`@G;!Il~zo93cP!A_k(bA~`Ab6k;iv6f_;isQ1 zC!>=7Kv(I5#Op;y&27>B6-42$A5fr`4PP)al@el=C~d`#jA9ISV`Fw;vldR;Wz7J; zw&u`f2fU%kmR7Rtsbn1$YJ5aQpJ=rYNn!%A>=EX+#xR@nf}ZPa;}lCYM8L?3%ZHvM z!|;qM5>}<+ed-g4T)%rWoTYbkda!?i@~KgVk^}vMcV&q-DmTRTjub@Lf+5i-)yUtm z@U==;5JP9_!B4ps1AB)^c-@}#lgtn!wd7Q;730wGl=&>x{qtC32?E#i&F^Z0Mi{t( zP_Tcf2sfUx7+eup&&5mA4cK=bAn)t0Ibb_YCqZ&T^+;FzGN&&az8wkMzhoJ5XnN!( z8UzGW@S?|IMw-wUNU&pkXJIIz$4)R5_loYI4lQ!T^r6VeW@E_DCt3 z${)9f1G=F`7RJ~)*=@rb*af|#wbsM6lTfZZErG9Kws`D-I8!3lM?1{SX4ekf@yb5G z{dw&0n|r()K_sA>kt`hub-e#R1lGfXdFohPOARx#I(!$E!Ia4>XYy5DB*(kE*d9AO zB5!{1ntbE&!?N#T(NfS#b($xfSjgl6cmXb?u*C>=UzKGhrNBUw=Tr%Xy|9nw z_!mxBlBoT%YMjEaM6e%JcH+3NQVnx-z)Hlrn8c*a0zA^g#23o@Q^@oF;F5QJz=K8BSz(*rsFQ2I_<%KE+u(^<^!6#NW#CF{ltL%=^Vd@KD-uB>$n zw3AKG5sBO_anc3r?dr&fVB31*(C#R|rPhjK4M&|L_gQe$N_(P_3v$#^nl+WHMT^J8@9%Z3^XZ-9Ts@I*&y`N=(T4MiVKwk9(n z1j%V<$tigBK|P-@Q?q2g=6eZ%i_;GCDkGco0~v1OD2H=sdS!VX4MB0h5L4k8J{whD zlh+Ve6Po;nlIixbcruZIewT|qJGQBy9{f}@7LWR{6+P1fBM;@App`hBxJn?rc!{l^}iRIN`h*P89sIX}u9$P0z2^cD^6j}twZr4`E8Xq)b9p_Gec|qseLZ$_~l$YSkGpxQWo4WKIqHMxx?)PVlXO^k4 z=wA^Rk?Icd&)B}Tck&DlzP7Ak6kZ+8xh*20 z_#~zqmBF+*=p~tCJ6>0_X#hyq`jWh4-(mb9Yct&YQn`jL5NoK-@DmStM@P*Gr&sI* zUA{T+P51tixZb8&xZX%>wYbly*Htn$y0qzfzapXPr{~#y=nwjqsnGgAV7u=t-PaD9%9y;m>Tj@-JK3H1YsIQ6j*{mGb41|UI0K*|`qzh%Yi+Z~zx z8e3EsRZO{PTfV$!uMi!M^$-xn;I>z_H_mUX_YO)pay(A==*h6h34-~RDzI+`?}JZ*e9cJ z@<S4={Q>oOzXjVmYTi7UsWAAtVAMpPAI zcmWwf_k0~cq7Mab0F6Tip@R=XZ{W7?2a>|>N=15(!Nkc7b~9PD01%XGu|sjv(o5)$ z5>cD|n1zBh-cw!QPH|7EEPCB=#`Y*wZ;wGl6fTNL4fgM1UYh~V8mR{IK&nDogF|^j zy8RHPbts_DAeSX{T6W{~ErWzhAvxnfjo8e6t$LUnDU^$&@oy*V#}yFZoSJE{3*@`D zOf%pj0gTy`yw#fT4R}%X!xw5WYKw~qCGAxasn2u;5|<*x(Y!%Qy9OhOt6MHq(b`de zS~J1~893U!JoCI>S0dH8d?nuneWg=%Ata0uBNI?dg)#c1D3?jbRzjk99lrjkiKUK747p8a*r~g? zldXR0vxkz3C(`m+02q&!0Eg+!|0xqT(*pVVOLad)vG6Hsq2y^!hK-}okQ11<5%f2$ zl7WELNh>vqEn0P}f3ca|0Yw^L^WYATeE&CSV@p)nQQ@2)s~hOa5^wjWH;JX?9mQG$ zzP?He?44nIL0Bu>mc9z*{8nW`OA*Zt%!&J&vE*#a)fhjqRh!q#Eua-wo$(Xk8$~bC zp5$R!;iK#w)QW08qJ~e6VOI4uOr4;%msiTyNvjLTc*uh%?#(^t97M$Io)C*lq(gS1 z5QN8qa5)V(5H~NVTS~vB>9DkbXl35}X^uGBWgrsgIT+V5w~3VD=Gf%yA;P>E3kPU4 zNal+ArxRH+ji^;30%ex7qUZWie5jp1kHDmPArCLYUf!RqzRN9hJ6x-XaEGvDzShzS z-dKY$NV*mdbwky=GMK#mC_5bFODr2ET#*ZVk%a$RsLA^E{5!}Q+GY;f!B4%H5woB_9NkbrYL0|zEDr$kFp_)e+ zvX-78EwAF#6q)hBtA8KAu{Ju*T5qKn*iO_2@J%fRzD_qnDye?s@K*8lNN|<{XU>V` zV+&pa>a8lfa;-b|c^X}^=Pooua-YJwAyE#ivw_O9W+}>%q%Vhfv3Fs|xm?K^&ba4( z<7{FE!+4>$?2?rCF@|xf^|2zbZNyQ=*`wG?P?R*ffE4^$H1_F}nxpukU8JYdoKpsb zfn2IAKT_AZTLOXI(X|%Td19$fYzi~RTD&nj@oBFk8dW&s0VZly z;FK8(mLa{{L`8+-TDPN6$bwHpvm%yFjc7i2@-Al`1DkB{RG?=VuEUDKdB6G%Px37Y z$WL9Yk=l&>+|B-Qm)OiL3<*dEMh;x-MWoAC`%De5ul4357#zLCG~U+r(A0Dn>)bKI zo`}@W>bc#<+GzWabRZnRP)_pno|>sZ)09{@{8z?N;dqsv!|-@^qqfa>&WQ`MP6I zEBvxFeV5d5VrvaE&-_HpaZhU;h$}XrSN1#`6cA=U;AOL7A$+N3HTPUltEFI;RGCL^ zewEUyP2bwZ`Ydzv=|@!FI-$AES5XjsWCbO2XQ+T7Xc`+Vf4mdEed`j=6>;YS)B~7t^RzVTF`1C-#@@L_Wm`4Uz6)GdKD^ zTK4JW-B$Z_4UHY3(o2>h%;orlTW?|lOT$ANvx&VyigoA^5;nHQVBgOe#Rs zgvr}aHih;ZWTrUeo1RG+{A9m7i`&`l7Vm=Ek9??C=0w>Z@>*nWWMMjv=N3}VkJr(R zn`!}dPrK&r+2T4b5hFT}?1vq~f*ti3!H?-26CkWSt(WoG+Q653BO5x^SNCVX)fP5{;uZdI`ebG;2ft>*Kq9AA~{t06l+dLQ)!^#pYEwui@Fe#0&aS|!v@WXwh_=+<3{t-IH$?~n<=f&)HLSv9I7 z^yvfd9Mv6oWT31-&v6ebC*iIWs#%%qt~0HCMLT<|xb!v&pM55IdVQ^eWj0M@Liao} zh|+Z~V8Y+&lYF0@NQ5XFdO|B0i&BLLW?GlaY)BQ~=jf2Zfd9O-a5{3Kkgv=x(cJ6O zZAD(%N+`zu-PO;Pz0zrQ^9=^*uoAWD_p3|?&-^(Cxy`? zqJlh2eeK5KiXk-I{!LVTIe2#DodG*Dk?F=Cxw$(w!-v4N!A(~nVFyH zGVRfORkg`mNW75L<>@cp9FJbdAnJs*723oUH64{)lH)jfHFH64sZrH}sdn!EJMED& z_QZH?+R*CJNjYJfo7|_YhJF~&UQa3|`z`7;FD7$tnOt2=R)){p-QF3J>&Q_g3YHr0 zup~xQv1t>c>l9t&b)>qHVS2NElo{&mR%LN9z29kGmO9atX5``lb;YWz6X!XnTS~WJ z2}F=Uv3(3VWu#_xu&SkDlSoDgA%19XQwSL;M&T~ z>efwVV4LavFEJ4m=C4l^B`D0Iah-*TWaTPZ#pN5XBEHk)udgl6Z6YfHP1T8PZVxe! zBVO(99?P*V%W?Msr?_=r9n$`YuX774xxU4*TXr}Qrh&*+%gqEML4TT_1H-;SH72GgNcZ2|aZW%d}Ib+jdbQ3#-zre)ebqv-< zOJ7%bY+PG5I~c%8;C9)hvPSF2agutKcy8-TN?)EcCwB|}9qd+aMSe5oh?1O`p z{||U5A1iTJ?&oD;ch9#xfGzx={eh?9U!j*9%?#eYOq$A}Nv2Wk-(rLrzPGl`V-??a zLW$OJPMggpEPaSCE7E2?Qh4MXeRH>AV7fVh zDLiXE4Om8N&VKfk2E9KcOlAO7(qNt(*T#|^iWup-qkGJH=ubt2S$7@k7_4p5(S^UZ1idg*f+`HHb#p!fRZXP?~n)=aMxCZf{xIlOe`XUom2y0G5C1nv&kf7Y_i=qTh zSbD)$k0a_0MESeYfTr~${##*r$ru9YqyY9SS1rhh&;V}}+WHN&S?b<3AsiI-8P^WWi}prLl1AE6unKO}c04iQTR52Bmu6yCazigMiB-v@c!t z(bAE-`rI_!Ag}L=dJwiOr7Hhdo{PIixr+`liT*^;W>?oe9btAXMNQbNuJXRjZ!OB0 zoYR0ffaCmH>8sIjJvn6+-fbv9p7=#ywgQd76m21Eyz;}M5kPUt z@#O`DNrL7!Nvg_*@!mk0oy#tVeyvf6;ETojO3{&ll%)#7n?y;Fxx&?H^P^1o)i7z8 zQsj0DP(dIn585oQ1vzfh5xD}&m@5LStF!B?*-pLAUNjoy3rdeiZ zrgHO$ZRCL@Mz0%M$paSe4|sO8$RCaukm4FWr0Gm1#Jg$$!JW!0A8tCtXYRiK;7@+?Tfo0AUVnE z9aDTP5r~(T|dpcuo#&(^b?nDp(uOC4Y%G!E^^8=xez zX7d;sLrktR%jUTnXg`QWkX-7z=veKLPUQW5Sky2jI=D^8P3^UkBUoX<;jp2yLD z2)&A?r5KLT5h7Cz_QBoR)9A(pWlN=SPy6(X#D^_3pfA9eB86wZM-Hs{9YZWpH+b#B zV{sY>!Lza0vHJ?!_DE2yS0I!6WFB7Q#c@1MU7X%c35>W5&#bfNof~ff5n0NdR!NFWofoxFx50B;}F>wcCXQBy#HB#03UNVrTG}D_l8;U3G-DZIM_x^Hoxucp3{n zkZOKRNQMG;&^jjKBBizaJJ!o&kR!@8h1jx*Xq$U3wE3RAJLgBH7pKN0krU#=R*BjR zH#ibLDi&B=IVBCG?~n*i3sw+iI?f|(uq7t8iX~iUL`8)3Pr->awI=*J)sNrVTIps_ zw1sY2b}4#B-n`JX<`If|gur~t0@pj1ZDd4@(_aV(UM3~$!0g%#rS1~Y4L6F*MvX7k zKJe_Ay$B^{K~LJh)Y$_g2F42WCB3ZrEnBU#gK%h{dkTiQ2(vyqNKpB_*?2h&JJuKw zck}72-D=)88Z`cj?G{i%{Q8^PT!JC}VJJvUXw^IX!QHl)*y(uebcH(f=&HQ;(a@mb zZhB@naQ|a;+k#}p%sGgQ4-)asBRA4|QOkJhNnYFGa)lq`VlJhlDJzYFm^3)UQ@vi9 z)4M#0c-+}Yg~SZF(G*EidU(d~XPZ3*G{~>EE#{u7Fqx;@>jSXWLkOumBCy?2d~GU1 z6e4J2G9hsfija&WBMdCzWBxoQyHw&#GLpcOTz;MP+Ebe^fZivxb{{pF6xoVQ5xZsq zpOcnHCBI#oWkjSQufS`{josA~`N7$U#n$)Jd7?-{YcZ`iykE8P!E3?LN(ok+03}uR zFd@joSJI5QfRI6_laBS5rR`%vS2o}xvd20GCk(b0H@IVEKhetTfWk;p?My*6Na)8|~CCGMg@ ze=1@X!x?~+@A2NLw~_C3d>!D?X`7g`vah7P{smk%359Roq_OuRfTyxRQ)2ikziWY& zVJ}k^s5?sB&{4~aL`?q--A4K-e&*Ul64j;4@N*Up!P-eKo>s1WH1dTtO^28;n5@W} z60`5IaUx5XnQEhjGU{cB!lk=dyg$T_d0f|_AC6Py=Q+xV*@^fQ5^B9@zDdOoye;lO zQdW_Wf!!NJ5t=dqZw9P$BNFrG7TL4FsRFw&DB5xc=|AXrQV#Dyf{LU&fFCv@@dYSs#9-)R(*T zpHW1MNZri-&WV_Tb`h|LS0y!~qI?Qyi&A2;A8WN{JgCFC@$AVn$3|q=Z>2Rr;}7m+&FQ48tEB?NU~$Kc+0jVVB*`!N{A{-#gdUiWS|~EFlks7;p;E) zAzUYZ(3>XVq%RM0heWPAWd#-#tfkY&OpIx=uD@Y4Joa~W+eSw1)6a*YVz?iV3a(Xg z_feZl`W-K3XH0kPYbtN_u^Q*&{Egk(pz<7n`IFbl&&ah=b7<(KM(svuP97=3x)R1* z&;{hy&eoCJU{>XUA!apw^03>;KfA>TdjF{;^IRcB{h$Tc(3dR2%Zc8{XMV4%seGO4 z`yM*uC@e3jh;IcpL=L(UhNk?|KDW+w`l)@kks>l_6trg7+}d4@j#x?Oz!rgHGpWGO z1WfX10fZw(Z*f!^D!v1K>r?&qqf0Dc#}Cpa>Rv^5p)hi^mariZI^5&RPINQOA%%~>^Y_KGj_fFd{bsw>^xO|hxnsg{vAKHC>Lv;H z;49ZRQ^N)hkR)WtnP*{Bg_*!g46(c3z8P|cnsuVA+Qv}eoyPqJ&(!;4!>K7^>;)7skP$&%((rBVPx{+r&;@{0<>`O28DUuUTrJ&LpQ`D~WTO|->6GJleUrGzjc^w(B;vMazN^eIQho7~h>Y7tstvz^ zu7)Q5h4ga!3W2rkCD7z+*8(W)mj7#Ba#F5S1!)}*`+$EsR_&D#weML-X24_@!s85X zGW5~jON?T*2Ngr(pAv$YFS1C!kXr6k@w@Y$< zic=vP##fIm62;!T{%RMQ)ZSsFB{0A`oA3J}2`(md5x*-CNh5oYpSA6>aWCZs& z8^B+TzUZvK8U2O1W@7l)O%?vpl==T?%Ki^tz5daZ=?mail@CMT=%Eb9adb55J z-}-DU`drMMtjug*q&FKQ3nvHrfAR63{5Uu_39ROS;m7~xCO2UEf9&I574tWm{O?uv zpPKw|caE06&^M{SqHllKR0;V{wf(QU`j;z6|L-8&Kg)Vw0ajxx2LMLC%3o0Xziqhz zQ1t(HSms0u*Gx*Q4FeXmy1(ksS z!(YYnZ<@Y7a|2*xfc~++{NKNVf03mmA^eZJ{`b!Rk3DKW8~DHK`u`C-@z3WTB!wqJ z|KBzfik$zckAF3gQyApgVj{+BiVe>W3p#g7k>|F)Ts zb^Je(^}jWf|30YZZ!I`C;2Ht!-(6jQ4YB#>OZd+`@ZU9!V*J}R{nwi!82DdYBYeH& Nzs3y$KCrKE{|kgf^8^3@ literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif b/tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_IR.tif new file mode 100644 index 0000000000000000000000000000000000000000..d4aad39666cbf447c0f8d3d383f5cc2798f26002 GIT binary patch literal 29240 zcmZs>V~}RS(yslqyQgj2n6`~++t##g+qP}nwr$(CeP+MsJzwk}--^h%ugH}dRavp3 zVim;2sQ{1w0003100IF3{Ug_Z2J~MH{J;D!0s!*AEH?lEfd4Q5CkGJ-6ae~9xBnUH zfBDh=mx=!Q(f>DQ`XA%`R}9a8vEqL*TmTFJp~y^XaMkkLkk3mCI-O#M_qkD z|3@i_RYesE*qI6F2$Yqi3EXY0jR=?+Wjz0{*Aqa|ME3&OF*8r10|amR^m@9xhiq;5%ZiMZoymSR!eHYWkX13 zrG_3v^JX?1blG)$(_~6g{wRJfrU#}M@?>aNyvCj3(FEhc_grt7vPg-zu^B#0wqqze zj+{&SyOc36hFqFg`0j+FaDB%(j<>7Y(zFz>nWF3m8y~kaU_&j^+DxX~@DAkx*Pb45 z2cpPGNx?H&fh27uu3L3dG@gY@yBF>vI0JE|r_h4*s5isZWI=I|*GDV#@JQ)w3Y&@h zM-vMW2pNS}azXYEm9Hj(WUo#crWyc!6$Qvx3W2TtA2qJH)91V>-$Xah~^}vaMAyNo~M?6jC;(@rTuS@6|6bP1ShH&@}iW z?es}&g1;To{iC76J^2|JdQCLQPGYO}@m`%D@KigJ6;%#lsuXX!6y1t0uQD&zKqM4ZA@IPoX?rsi0klo*bl$9#{ zxMes*dF-;s^rttMXrL?{HyvUqyj2n)w4F&0Sb}Yhs5&=VajzQEqLtc-i)=bFEyKir-RmDBw<MPFof#h?>rpZwwe<5M&7+E0z7|BzCW z<4`VMvql{4H$r}Qh(VEYn=g=#U>8kaQw)SjqEQ-!h?Kks;>d!C7hw(Ap5^%PE3#kX z*HjRU?K)rNssf0QMDa_cC4ny}8OZo;v?S>9{y@tBt2>`DNeh=J${9LRecG+=Lo&ERP_A0Ta@MryA5n59W!Hz$_wuh z29rf{WuMV$cvrA?4E5zUegS7erhg4o9Hsu)dd3QME{1i|CVZ0r(C)u0K!?g$dMKV;b`e7lkof>Wf*UyGz==x3VR4n| z=S{5ofxs^B_hiLWXXI zi}pp2t)FgAL5kXK2@4F9wI@yhE=-u!ECSG#NjFUIu*MfT75i7Lb(JH`+!9_6prVPJ z0@>mT)1y#7-q*JG1IMFpAy@WpC(dP*lv+PS04M+nxEWjt!}&(e_&NX)!Jb5AE{aPr zqIKZRMG^B)>Huy0!XFW!aFj&qCtMSJ`Osx)*smW6a12Le7}4h_gAS`4`c{u;c>DKG z7b;HU`IJkAZ^o%_-gPy1_2hxIJ*yUTO?oW;K^C_dGIMGBRgEhbS|j?yTrf3MG-b{F zZYbY5tmvGw&^8udibg2w*qn592AMbHCSM({7b!b9jKR!1J^c39r#%kk{fR$oNf!{e zOwIw$YJQ`GiS{sMw8?37cY2%?!3OPmMBZKaPc%D`x9}lQ+ay8CuEt4BKuB+reBw9o z5ZF+RC>`NDbaF1`YMt~0v10DF(S=++9?vYjL3W_!780FZk>Sp*N0M(Qq^K;;>9Eyd z9ZAIj{Th;It#*?3Wuxo^p)F~10N>_eHNjCbFSit1nVgre@GQ;f+w8zLx0b^6EbB6| zjMy1J8-23Uz3s^uonv26N^4^uS6rd$hbUr#F;Pl5IbNA<8Ks{d!zjHCC!^nMX(h46 z`VH_x2Zw~s*5J>6(kCB|Tvubt7Vg57h#gH2A&$n zrieW3Z+-`VvP^sh-O)~lq{Mw~SX`pijqU0)kVh(`_ z^{TgC325aK1rB)wysC3*)|@!L(|?MhWpiJ#Mpy4pKodQ>P6NB z7q9U^lpz@!JjE8s$?-@J`myFVaR0a4D;&>WURXp4(oj6u+k8o%mKVRIf}hc`kdH*= zbcLx4yd#Y-t!b_z1XC2Fz&r}y8h*sAb-SN@tqQ7_$X()Uv`vSdL4oKu}2%X3zbyo#%OUC5~8%u?5fSH3~roc^VY`jC!q zG(eL{)63o-3n^Mn+LhunKEL&%0duy|r&BF>o&3_MDwLQOe>ze^@lKHv>fx73D_r4g zfy0AZeCrJ7)3->EqX52P(~yIubK)vJNy8Ot>@3K_U5AxOY&iJ`w4FuHU$wp{j*e`9 z*jM8b-OR=ra8qD+sZEC9DdynSCR}nMth8nhD1rCpK$#jA6peyoqu+Dj_dBS|CWxY= zmx?df)k9}>O#@AZ;cp98v*Tbmlg!KY2YTv!ty>>EAU*e%VCyW-0Fea!=HE0mIyKBt z#WWG*Khhj1X|~zcJo-+sH1ND;33B8qXL2aT>R_P_B&gGrwq4ohf0UGg}zPmmLG+KHjDm_cC)edrnR- zHjYbFQiRp*@0Xi{6_u2l{>oBKTe^kA>EW?k=~n!-b+NVCMHW;FIkzLBXj89h{H=>S zf|oI$ik7WoR67VBc2gT)r#uf|tv%W(a{P|}0*=}86od)6Ls4R6uBgXpmW6?c6usuw z;;)qohmo_gMe(artSfLiFAvt7=kK`k-w9G>g3{ZbV>{ts+Xw0q45EJ&OKD?gY_ke; z^2J|ufHo`%NhLkR)^hK9r7fMF?Cq<96l}9!pIvewETy61AeZNT?>I zVQ|xJr~F{uKV}sEo+r|w>76(4Aw+{~z!zRQZ*62DCL}{z`f7d-+m0Ly*lDmJn{ofa zW&h4BzD)@hnHH0I#MBkDGp*-(ZrF+Va0v3v(nf)t*)t-(%VAIp@`5Dl5VA)Y9lU4( z6N!N&{83DcRMtN&|9v)4^^R*iF(mvHU{Las9CWa3-^tz*~te37v$jqYt z6kROV0$gSZ%AvfNBIt@Nc7uGHa4lf(&*t7lxbIc{jeF1ooJ^psCOY)P((DZ%-Gi?RJY@INNR+oKdQWaZ^U;l985ktp66-SM2{_?pk}Lz!7=<^mFHOX4iZ8z2 zJMV)){StWJe_X|xyaY12x%!VF>;%-8p~~HxDLqa0V?oyx4?X+Q?LzL_^GV`WwK}uR zC8%(4_;W}^ikC7}38S36`^vUXQtU+%H>ZfAieU3rZiz~RcM`>Raj~H_&Z!RU>A9zv zNJh?yOiGgsO_mW9Su6)Z?-;Si`4*b#Wg55_CEzpzt?#%c?11AqwJ(uObwUJfn^J}= zbQMedW)}Cjt!lnt5J-7Vl9h#Ji~d+^vfi*zX?%7J%wUC+2~Ln9dyOtDTmDPp=V=h- zk+yt;{(F;s5&)lT_TklYS>{7YnNEy%#!(j&RaIgxxwSDOCrybWALT|Pq_oa`YahkF zuO8dXGg$EF^+Z7+`^x7xALnp5n?yc7c}29R*HfCoLIq-5_~1QBr;&?f=Nq-C+J^z_E-ZlWq((Bln`a!s& z4x_nd_c^d1!Izg@k)%R&Z8@nDB`0|f1HWB ziFUjfI)q-8^*XsIf0>bMAKew`kXJIwjXmt!u)CA}>8aa_<_@}Fb}G+hX`k&g@rib` zBxyqPxdLe`g&V&jShj{qGBuFu0#&g#^{27Fm<7vpl7?+UTQ9+!<8Xsj3s9MA2w=ne zNJ{m7%P0ONv#~D$ik+Ldv+}^jBAAT!GZfV~$C%n8x7`9xmfY(Ky%+q7LMwE#qve$L z(6T)JsExC-yXDhw*6i0lVA-%1Kp8d&o2$=)LyRI6tL6~fLsVoMEfpM1DFkYrBb&h9 zfxCyn?C<>M>PfMj+-N2`|Z%%*j^Q4dF#$-nB57`c<56<-g;mvNa7FUCxsm)P9@qo_+r`sn|soL`}0EI$-sWLCX ztH3;5=VSYGVDu^qPBKwlrbVMTlCn#Mnq^Yfy$IRmK=lN-(n8QT8 zN)Q~Hn0{lAG%gV(JyskVc6Xjq{EyraK93EJ;tScI0V5yO)Dbu)fGzGts69-;@lwVG zJj2kJZtl2{6eJ?mbmA`*1`8MK$j{&5YBFHnf?=rh&`49!GDR3-eLG##+K;tX@YV`{ zB%6BfnMHhxX{j074=q;gjL-^7Vq#Vb0Y&{=w8TYf#+R4ZZN`F(qHq@^J}#pZ&nBl` zc^<&vLts$@WN?`RKm3yT)`NeHj~GdZH9-ow@heRjzp!%BrG^l@0SL+5G=FVr9 zqyFUe+~wOFLRGU=zSYE$v#-+2WS3^^N>$h^`OZOblv2Q^q;TISBDSJ$Tz}v;RFr_V zB*=3!F_o#BAqbq=V+I*?dEhbHYr0TMv+Plxj_9JzPNRBhtjHh)cmXwE8wwmRc{Gj_ zycu7xxrVw0c)AyoVSjS)*ErE-*R6SovgpB)anX~xEZ;Q8Q&1V0srK6ZN>ztr)q_RH z5cnFitc`Y8$Dsh!m6l?uU=>l4S-d_r#5e1i#&RjpH@^uzQI)erzZp5}xEKda%vJxf zao9B(*%@l7Vg-itW{(c?rC!5Un=fFAiEJ=5oXj51`Icp;)w%ljaZN|rd9rE$mP~Uu z!FFbiz|0^z$>CmvJ|{@uH1@x@*3O>EdUgTSx~sz>=~F!;DcM=)eeP|1BCNspen_W9 zN@;U>l7Au}6WdNQbe1)Xj4k&o%1A*o;SI+aAzpbqF-05_B47&S3SOzN^B}PV?~Ilh zEEGgfdqRrAL6XU97`FtLsM)Q74bxhD>c;LO>^#UA5iKgVTW|1ytc}N*{Q39!5=iv;FLS;-axj4NJhBwmwYzNKrlgu%Ko3bjUy zDY&Ug5O!VoL>XOv{OXkaIfTmL{)9wN%5BBkQ}b@|j@<-Jt$o~pxco3e^6zGZj;UVFUcoAe zzPeTgc07vV-Oyz_DT?Os2OW=O+;eNLl{`g=1m&Z9ZreCSWfLyrF;t$9Z|o!B{)0xX zhq`H^6AI<{%gt%6ta^%lf^&XHJy+ls(d*Vna3hXMWt>sfx38vKC|_-wEI=jc`90f6AYRDXMw&Qfj-w*a+OwA|%iM93PrfZ$38wMZ zb75rM8;vU}#J=S9bap@AFnGi;vYlAKaoI=D%OH(krpkiweyP4Ks>;5)L8#odVg4O5 zq86d%&$-L-w1vhUjJ8Bri87JmN!bZ`+v=xlNs5rJtPY76gi;>r$u}7JI&zwe)_r2$p zRDi%Pn+8L^^Ax4Ibeq!0)b9fHS9KZr8>tFsC>pW;P(~^B@GM)AO}^o56Rj^6Kaq9T zJAAARR&OPb^>3UTQ$Y4hkrkyvT)oT+)9hK{f=Bj^N$MgE}8ME8Uf~~B%aNaXciekw+SsHCOz3wJB8xY1m33B2JaOIh& zf7cNjAJSl%s-Rw2Du@RcHABe~0i2_RwI96MWZ{XEQ};AcF*sM=hb>h0Q%Th==gOwH z?M78)%;cjMqU*snrli{!&e`vsvi!@G|GHL_OF( zMwlYPu4kzIva`S{M(@2XfNSePw*KiPxcy$$2hMIk?vZ3)Ij=DX8T5^5D>gWm`Yya= zVE2jNL|?h#57PpdU~e}|lUAwBf22qrJELTr24{plGQ+<3m+5Hou`kE?%9=3${x_iy zZ+ro}nIO?^%Lf>4Qw3r8l?fd0;Ua=z-Unzt%-`vFjU+wtrkJY0AD=OMJGinRrFtNS(;Tv}6xnS;E0z{+ z`}%xGYH@8v8~U>e)dLIx2fDi!BFn$IvLYLcS`7?Fv=xG=(5y`CLdPshjPOpO_#+^49bcVxd%zKt>1}2B^OeAA`Vb%W zs2~;R8y!E^RthHYy9AMKh7s5ll}asFsZQfmb09Qo&9z+jK1;;~&T*FoQ4K!$a8<-) zy|D*LDo+DqPmc(X2Q9(G>=}Q{CN{0hE`kena)miRSl9Ecxx|^5ecw5W({o9Ea|QQe zN;u|bM@l=Ul4Ru&X2%d%XUSSz{Opcse2WfYRbBJ$?&&N`3-+irn~X@&(^TCITjT?{;H*>ERG4(P3=4a?sm zw5?S7$tda*>u@>Q8NVs!%vu>LT=TFh@ zMv8CzmRa~$Hw`wc=oE=)Iko)`SILWSy^z(fVQ^};e_s>_>brSr^ZYDZWq zax_~2OLd=yd6s-*mAdn0SqMApu11)+?S$6n=_a&Iaw_xncR2xpc+~ck&*POq&?{0w zty#tT)W&x(z z$1(G}&CKVeYtg3Zr#k4(`hW|`Iy@w!AH+Qs}d2NUzeqO#;fjvgzgzluDC zNyA&7$!@MJU>nM)SA)v)n3wGfOsCXI{v) zOA;`xt3O}x>ctLdujpgY4z|%Z&QWbg>OlUE!`B7FimcWw<2-4#plRS6;tUle++-B&0(>?Mq%(EWt z!yz4 z1KFZ-!3W5KfJdE>T8iX7W6fB9U^FC~T=2Aq-iYr- z%+;ESpS`_BbBk~pg7T9>I{?#51w!`|JT&ENi-S*#C`@x)@c`$P9xc`1q`+?um;9Gk z-#PO-=`M6rbph``rx_5|p7bD95!VrYbd;Je5 zN+6p{o+?qRlyu8b!0o&L<7}77N<$J^{R}ZYIv7cgsP#H5OCKqrNpG$fRX0!$c`HjJ z3N%*UjK!ViqZf-v-?&xCUv-KR_SxmR5L@Aa0|xHH36mSFakgLMB}YVD;4>4$6O!f? zv0|aI*h7#!{99wJxmG*O#t6A+&m==UAA zn^y9nMfgsxGJYUqm*hljS>~guc)eevdAT%lS05w^Z?Y#y`x8oUalc~*oFb7mq0{7%J`=2PK*)P*x%5IolU2Er;sv*BzVGpyH=(u~! z{_^q@df#y9Vx%h3a#F})Ba!CF2DQE*9L4uCXredl3~0$nDHC9w;Y!T}Ifh&j2JD96}lqgT9Kgzh+&q zWmUMi1S_L+2JVCIY_^2u7iH$?M<<5Ho{~iPmPeXIL1d_(<5|uffJ3I()lvp#m;!HI z5?f>j(q*}&&qsTLQ%X)Gglf|HLmMyo#RVFn4Sy}Q48>>5Jwd4qg}o9#wJPG}SPb&l z3>)$^B*=rC%UANcfky6?D`niJre9w}4Y4+m=3nav5_<4SpL9z7o$V!~iG(qi!=kjDgKiI3x$eR5u@?+J3N8LU^(-e|Ig-$nsZp({YqjpH zN2|mMF7Q~%Sitx(Xmpu?9oqD2M5!T+3G)fwyy+(F*GGP|Bd0ZCViS9XlFD4tmS|X5 zriw;@Nl6{E%4}nP`V3a=mavfD{LRvHOhAuQ#9fWbD$Nb{pz7%l>0?&Q~sK&OUcgjdqR$naI;|=Wq-b|2$Id8NYv{5WzZBF(o0Bh z24fKzFs)VGH14t6y%dhLi z9~25ZA1VGtxe9U12PwQ2>2@km;0~^5=LmhO=AgB%;!!6W6pnHv@z(;NAo7JpE30x6 zxX^l*!{~#`Dd5}rDE-LXVRp|4gsuPuf}A`cG_iW!Q?MA$IytS4EFGg9$Ja_1qRWn; z1?pxD3PyWbAV}x|184KYM{L$KGu)m|ufC9ut>@qRraHpSA44&UXtipD$nX>bb@8O7nQW@Jp+e5u>4o|Mq zTOg*x#x6h+xN{IR|8>h}7Nsl?-qoVv?6=kAw;rQs`#c;x&GF*3D~p2zVb{YCnCr8c z4PypR)sD0TbNQ(I}hD{0C>4w5ah zZdbNqBUGg>ePFFHR(M6rc5l+WO3&#kY3Ira!&&Jq1cR=~Yd=#phpweQWB$Hjct4Kh ztJ;2HA<{uC=80@8e+X8g`o1NNG+-N{vyUpP&1(f%w48c*gAQ+P?Jc&>Yzoiv@A+2` z(IOg*ntQ-z&f*kK&yWR8k!vJ0Wuy{cdfiDSzjPR8R-Ocl8-I&-^@9LSRnb(WNhpF@ zRW5Ye6E4~fCD~PNKhn&0)uxYjheM&TX*reVaUu*769-dw%vXw4g`>by2*oHm(6*`t zk(nd5Y*c+tubs|7DQk88C3Beq4h<6L(wi}R3`W+j>IhBJ2#b-N4^cqds<~Z~63QVr zY`3t|cVaP{-Gl=wf-@Oy!CJm^k@ z3unAyRQyrtH=QE~vvDaXiqyxY!vQrp)YW^LZH(CXm*rL1x&6qHnHwZ0yU{u>w}l3p z(B(X;n@#_YI!ydRRnTExpX=BzuiqPzCC4Uj-WSlcwMLkB{Qg<3-#~lw`pJQ3PAA9s zUhkg4UW;&6pk-l3w=L2fVkmjnw<$y75FI;q`~aZ*!IMNFI=AwZ1dNx)2Id@E(~aB> zsav}>!BE6m1rPnTG*=&^aQsL#^z-zDn^b^Hkmu2^(roalo@9~MVtIz9c?qc_v1Z$3 z^9hqxx<-7X8ZjPkdkfRK%&J|%zAqV(^FFh5R6exgM zUHDex&qrT4h4X-hI?|PhvMeq^E21bf$PJ@V`;%)TJu;Wz2bxuhORV4#gdU5StE^X>Giq<1UOnD4Bgf`pcqyA(zr)5E7 zIUX^0Z#53q=lY)Dl##=t6?|2~@;ctq{-TW_kmu=JL$tCoS124rfLN>Sooe=I(E+Xz zVKiv+LpCr2tj&9LvOP^QQiOeqDxp@`bkw`MPqhr~E6DlXl}Bjn***3q%bcSlh`@^= zSm7nnx~GM!@Az912ecku|JR-5er#0u{&Ubn7%c+*DKv)!LISDC!sFFU%AMJWeWuNj zZXlJ)Ls;4k44wWe$G zR2`$MVKwYWEr9@Zr4|$%P_Fg-#Pxb{&!NUq%*Ps$!#I@qrT1 z9E_Aq%)<&qdDQ`0A2ybLUeXgD#Y6n;gc$bs6X^~3Kma-+H zp~7kN_ooHhFUDX{6x^v|{_5rS^nTnH1%))p2%-7UjIC2ya_2;9I}cn#Aby*M*yb_3&Qmi3#banNXQSmuS2_xGVD#PTB)P6XAENw8 zh7viU8P3DF%xU^k{=*9g>?|oXf8CIOg0Wvq9L%!MqA1iA7uLXo!p1sN463T7)_FLh z-d=79Q>0*7xPYLzf2-KQ-u4m#r@$t`m%nT^&cJbhptdbugu?aM+w#Zn=@&N6M8;jO zJVNb-Dq{dp0vKz_RDpm2G9OcdQ?yXf7uIjoH3f62OPme_X)XGRcXAmkKAs)u(eh^Y-SAhuWn#tRH;H){ou~nt(hamv!J}D)32y!Ytph z4pG_njU1{O630TN>`zq=&bvw0F>cWO{{9kwXPOYX=JLXG?TobIMb1p#*`C8?H+|%E z5he7@7BPg@C#jTqpgUbb;b>K1o5#VTAeM;Rv?sP(U=by78uWWK8`1`ewWJ>PLBa2J zZoU;qngY+I9C$UZjwk5BcCJ6MP)8E)5pdbW2B?&RdrIzym;J&9VxDNo6!o42v)Rf` z74Qu=l6IA}mN10Kx9P;|HlWn#%lK3G6xM*)h+u(+=yz%(^(7%BLih4Td2s9b*^)H? z;RgL0G&0yOXMD?$F_-ZDv_7= z_`zD3!VO(BMyNun;lgF@Yro`{AzcHE8iaOZMyG6tV#V3YdRM1~#@BT%{iAfTMb(@G ziSZ4w&9Q=k64<}-1eKxgY1{JVGtS{5k9@7DZ_E^+9|2~kq_|uhh@(03jbwyy>8L2U zl69=V2*A3S{{;D0I95A-5raF+{T<1NP{<(Ui0=t=cmMZFKXh1pbpH+;T~3BY)ElS1ag9O4M{IH6X?`L z5>)x`BsSZkY>xCqlP|H*pI#QTT(7wUG2SVlO&oXr6`nb>*UsB-aAEZ%?JMPzijhe6 zl}d-)*sLrH<&)dJq-#7bnSIuS*5@Rqj2J=Uo>T&@`I7FFZH3NE z_;BtstXXAXW0$@fb@E<4Zqy&wyBrnbONG}+zrr+4!+vrdt}%~}AkM#}^wTd;c%G6R zN8+`e?ZrJ2omtMgG;!gsn8fIK^B&#-liZk`!#|R4)Wbh?G!%+3qT_NCX>LpdVPs=| zVo<&4%RKJ2*B1eWlk!@vcz<6Y>I?}AzpurOuORxifgYQp4EyH4ZIL+$*(%10tlXWw zp&Lc4wkzKV&?KE4HeB#PObgXbnCG^PA%(aMWReI zJaCo{61X2+@O8lIN~Ia0huFmNx1K-A)i_Y5JTeTw$SLiZv*& zwrK%lEMt#vN1?=IJB!Mdibo2e4!2FED7wQI@AB(onj!HEx}8i2w9*XTiR?>n^+A~H zSzW>`Ijn4x`1MdHkv=q}8Q4H(j0y+-*{b}nRh8Ztq|HMe#`NUxdo@5lI!Mk}lN!;W z_Io-nB0D;lxEi{~TNyi3@`j?ROY}6l>niwknrvx4BIFPs$$9navMx_JyAe8`_|>IH zLx)?BHYw$cYoO1xyi2#Exw*2CCxOOEFAq?+UBgRgUZ(i4(9XM$<5A;PS;>aJy53tjya#OZokB3A8tkaQOLL{ISB3Vy;} z_uy~HRBg}%9q4&dKd&>$bFdX#VM12E=)}-a)k_-+z3RU`u>sc+Jcsjkamh5UpcHgiIP%5KGZMO)tXB|;v8CO{_l(7*d<}t#ZOzmpx}EELS*S|`5jfa z%~#*2)ua?UG6sFs!0>I(_mkhbi0=6;+Rr!f4u!l0A!jw}2$~jM?vlkM@g$;G zuj}dGrE@1jv6k~rOxl5_ub~3tz`{m5I+UdCtI&SwZc$*KV+9Igou*1;7T5P*QJcw=7iGWhGR(nKGJkO)gOC^* zf_Z#_FXMEh2Wb%OqF~(cX=Ex=o<-AlYbwTW??~P(PXL0X^$0+lYCfshof`V(v9$Q; ze!DTzv3J<7+j5YV^n+X`n0#U@hz)qtMT~bS>K7NS27={PDn-S`O-|FG z_H~d6(tCiBVl*RLKis6Ld07R19UP@Z%^pU-rZszdWb&oH(=WP@m%3@???*mNk-N|B z-1xTq%u*Rbzb!o?$aEi&zbxDzsHMB+yyY``3-MDuFN``mjBVB|o)bk$tv3Cz%GYRO zpXWqXcMwc6C{VcjUiVR8f)Jt@@z?By2(|?z7r{FzLoFk{mb9?>LfC5%95+X!jwloS zdZwf@NpM3wW22byd9TxZl7OBsF^TI~iF9Bk?I=ny?w9hNG0vC+t@d_$gfIGiq~GM{ z?H&suKb6~r*l;fGJy`)WNr@?MT}3IW&Ok-cGXhzJB1jto`Ks1DCTD6H0+duaY$#z* zW$h7Ig%*R9`Lt0He5sAoW|vG2vE^NWhS6pzOlN1Gplu@5sHKI+!7rCrObn)oWW`?3 zIiz#5xdjH_((3`bLzMCe>m*`pXA}{kV>ESR{_=RdjPn#;!N_&wSFt>~VB;%rW0z;6 z`l@Xdy)rWM3k4KNMZ7X0HBjw}PhAlLLwYVMYGYhIes!p`IP^9JZ_G@Hwky;k;UJ=Bx8?f#oSv94=z>RtMx@_gfgYV@* z=rCfXQ@(%M&QHw((^gm6;7ey^1*u+!!_zKN+99A8asG$%b3^(3*F*!Tqgy!N?;g1% zyt7e3DR+2&%nyV-AL}4<1u*IJ1ywMEgGC$l`M<^EqpM-I74RjTCnA#R7+CEU3mC4+ z#0K@3!o>2z`cG6${ForlJHoexU`|kf&NO}}T2bvJmQ75M*$LzS{xL=YX*KwN-+J%^e5e1ihYUQlT;MSDDL%s>}>WO%~E`?Rfh=@u5a5KDl)lf;*~ zh@ZbU@7u%=i%Z4?>z_JX0b74K1)%7%H!OfF@%P(3blf2kvRlT|>?TIf3$DT~rsWITIW+q3s`~muV8R-41 z6Bs7gtWyrG@Fy~HY(x93ohQfEejJ+YL2_P5MI4**t6tH$=1I}`y^l)vfmmpY4d1MD z-7n9cHa+*y&~Qxn)81(YXE&*?H-SNxduuWkiVJx#M83L!nE}w-t-#|XdK7gLxC^7q z*9Ci;N;3J?;}ZG6`kE_Lv!|h@mSbRd5rUACnPcUuD!E`U>vA!9Z55lnYB;Pl^&yNV zoQx+1`IU{snk>)hXk$rX5@8!KnQ7Cw2p#Uu^Nu6GJI_@{g8KAX?O>DzQcSxp(oHxd ztU|$=m-p%;JRY@u&Dwf>ph}ijWf&=vlSvW=vd`@j*6v!}kpH`J)$kn-^4qh3rzjge zHY9!mkc^{!y;hFg&I|T@e}wg8W4&V^ZxrO8YU|&fESku!bLI(XJT{KY-%wVQeU5p& zGoJ*@ud|NGbLXgw{YrBJ{VEwvp_}#7dEF8PD|Nx;Wr*InM-G#EyCUDxzBX}Kb9}m2 z%p{FUM)V;wKXdN}fu;?QX}cuqSp6W)L4GOk68=au99kMS7#hTUci$agk&>U%HjQUo z{CLdMZqwL^vifWd|dMt9$5^h0CF*sKA(uCY=eN5VCj zL|wCJCcJP8XaJ=ichUZ|$qpAcm~Pl$Cu> za#;WK4x;9X44q%I)Vn$T2J$=eVra-ji-Vj@I(3G{Rzsg^H)>*IwgPs%c(aKDSQqlI zHiv~LCz=Aug+$Lh7#+m-jJd%!gE1PzMXwsZB^m zw?EzFu_tW}aCrN~z|If(+&eo_ORma-qOd}pFi4T-ezax8ZzIF`>(IlioolK&pVFr> zEt#&-0ArJJc}ttvY0KW95a6K;X?XflqctwOJJ3$ILn=LGV_?hkyrL}0Q>3_L5bw3@ zlt$ubVUaEgOXZFhh%3(42zb{bU?_7LE$BvLOi=1QF#uak7}nQV7|-ZjDA(-ywgTj) zFG%A602xIPCrih2M4k!^ICD-RlHF&Tg5fwOG;}*QNai=Ztdh}VR1klfUPTOo)3`e} zRSz5)jEzDn147|2Y!%0aK!-TX;CG(`TEnTx7ZydjbVHvcF0Jk-@%|c+X^g((V$@Up7e-|lp4>Jj z@*nR*{>EDHYWsLnZT&H_}D0>h0_6h8k_YM z4~3zZFodm0Ai{F%w!G!GM4j)?lcLc$ot2|TNpjVkX~mb^ijZ(WLcTeHq*%)X9^Iv-*-7e?OQw?5N2ZCEV--V? zdh*GV+EI5@-}Q^PCR`3?xgrzykwh2Ab_h(58>#(5UdpWcIQpp}3z2N-H5bHbrAI~t zy=L#I(qt8pZ7B7kYr5MQtCv`fS*bu2MJ?Wgb!|u)i%XRYA;U72zUVp14L7H`lr9vj zmNg8U9hbZGRF%hx+1PWKG3himx}#CbC$qxc&$>DyM~EMM!o3N1N4m5O=(&TbDuY_d z82f-xrJ`}#rqMMWQ2|J0;N%_Rl%Sq;+cf62TaG2h0TI-5OaA>zgu+q0d<(6|lJH%v z9jbSIEkxJI5jO7YoZd@}<89Mm3+^Z`^*{FZYFZokM>SjNC$6k=Va4f*-Z?;2cLmiHU3kB> z!XGV?w@d+Bh;n&)VhJ2Yk!IFu9X2kQU0P{d3kNHr@CR~x%}aBz29MlkhNtd}S~HFnl?C0i$r78erL7-1E;9?{1hS(Y8$K6@6~Uc&W%u50;mMy>r69*C_N8G6^L+ zhR~CDT+$cx%0=u{Uh0-FtEPj3BzWcQN=-W1eScd;F@B;nTSoZY@g~cnalQ-R0J?#d zpYgzK%R*?IR$UW=>?ph)<-7(w_9cVu^E*@~{varaK{Xu{iL|(!a@Xxg>wGdGWD=El zx3~;hotH~OM(q?JWebOK-3Pxv^y0 zre22UMF~>d??P?g2r9)%OV6*vj27(Fm|$~ z3ItS~K zmVm#HJ(RNk`!h*yHOChR4Be{q>b#}us_YS%r~k%kMbsV>e6!Jjzt$;`zRTU;Luig4 zcS2JrwJ-euSONb4ySh8Ix&z>Hy6BN<*0cS4-~%EUw94hyw%GzSYAK58GPhshavISD zBKXp2HX_u2YYH7v4iq+(?zAHx77(yt^rQNqNzWG!MU))0m0XEYMJ*VryrirMkPz+g z&H~TixOJ+fDZbLP<#$m+l`?q^4bbHM(uS7 zS*>wy7J9M`GJd9xlam_d$3k3Hrxnl$idzqtcGMFv^>Ah0XIA_wAtX&T+c8!P72M6# zi+2My8xNY$ZJ9MR{-UFnl)72VHb_bcFX4ciSg(z;)d!6xQ@fu z2JU=?QNlcz>yfFuZ6!W|^OfZ28~fg|vJicSy-CN~2Ln&?F`2(L8yM!q$8+JdUsOJ5 z?i(z;*d@dlqh$$vxC}EIIZ-2ksa~4{wxgWHoZEP>1>K8=M^;)#k z68PPX+(AKLE(%7)r}!Ft^1DYfcO+VR4mzo2yQOvW)Dmaz7>VhLqBAn{C>P3q8J0;>YVk^*MyG|pBtMF1f3R?(3c&pFl+6oSuypv z-gY7$@B-83qK)~5`r%ae7=sB2LzTwB<$OMiRa4{Bn!kpLxZ7v%%6l7SAwL*eGZ5bV z!}(ykM#hiW1(gBPp2A^Qq$?|+<9RlM(?Pv?#Q$cB)|bdqGvo8q8P=uIND4}oxgoA$h%o#p33cW{-+=K6;| zR2>|pPx){^0GL~JHb8?-oqPSwWS>K}+9xs=hY++?H>ses1lg5=#{1tvRTVdGVG-fW zj(}Pnrk2ETLw>J4cdAe1-Bnokeht(UXhZ8<5Hx3VeYRP?=TmRzemj`keRMEy-~(m{Kvv0M$++FW2ppbr5uO27!Rz|Zo^#5q_}Z=tQiRVB8jgG` z^pFl+y{gN6lMB)Fsj~+ee&UH}ex!7fSd#Bc^6Nj065Sot`MU~FDgdl?eXdMzr7e$I zHr>tc%He-wso?JM#L#_+^148SsF4)S7M$$b04u~+5LuB%f;p;gN1(qr2bJ=>gm$aF zN=N%tEkYGSQAdquk0^gm;8k9-=hMUIf_Zqzv(Z|E)*NB5LOU0R{qth|uh)o#iT-5j zr3a2qIH8Co6>l_-F8$;tsw~urBeJoZRS7GKsupc9(P4Xh+R1kfrJc89qK$2-SAh_2 zX`kK7FvAB1jtUd*Oe?IfP;h%Mr2t^0@XIO`t6)dUqF#x-A4p+wbbf+X^K5A4+){ylMY?1*Os|I(ZqeIoSN zu~lRa*T}n}fd8}}#izXoBp@yL&s13^aI!WNLc`_g1K9UNk98wBX{D1r)<4Ioi#yP< z>l>i1-PpR}0=FZ#Z_WBE_nKyk!w*=WqrchhPC(yK03UXKfHbZb$Ud7Dr#WYfHp|fj z^xm)m{gWpG9f;V3ir+CB?LTt9Zrmz$=KwnuKgPp(0ZjSq?iFMv*R);s>HqczrnokH z5XmA%WVo$fCQlPaOE%9X?WvqqFM5HiQV~Km0@9(xCs{rJG9Bx{ehqdrv^8fdq z>feIUcr9Q2Y?qi{d!~Ne@`NG35r(n&=ehUt$WTA?hZD|>hhl3)6IBLwrUJuo3Kjq}#hje~Vbf~$E;xLwub}j1 z8ZAWWxSQxVf(fi+QU7)(X_>sV&iG**vUKC)dv2V*o)uM4@Hn1=QC!nf0;0xb9O80e zkXx@1eSz%^=eC};pJE3dcgsLM-!_+w828&!8R|(Y!m%~(XrPlP(Ns)G8gsH=nj@ewK6es5C2xOT6e~>r`SBru|&ik zzOecycDSg1{Hlk=4wQ3QF^QvWnOXpcF9{ILj|(kI-uW%r6z}w%d-V~4RqCQOaMkjI zE`D-5a8NuEtA1smAtT#v@rEqiSAc7Ahy1srJ;7MmPN&J6wu{{Y+TPB#ri3DI5&?qm z5jXp?K1v}3np2e_$Mams+jk`bEVI#VCiboi0Q?bBIRQ(kDC}Q#HiRDxbHLvKjP6gL zj;0i&fJD>}>v@V6D4=!gkW`-JD%`%o@&@c{4@_jQZqDKm-Z%e9WGja92~zkxvXput zkzQr}+=LtmJLdC4ZvCj46*Te692p%l;#ci+>7^cug0NS)?P#K#a}aFZN%+W}OqtYva3CO>>`v#^!L^Co zV}@7C7_77umHqXvsjts8e2!`A2kG3t7_Muu?fqO>=4qeLccMb(3JP{u-4&D)WdXj= zY#-oPf1DKD_E;HDUTm?%mV95*DORUDbLI#qgD@b_i6$k+BMVl(HJ9nk>GY}a5H=kY zH&_-|U|QX%nr#AVS@e*3)K@uFx}^SC1czT-Sgf9Od={`t9^L944vNRkgO7GrzM?V_ zX0MF7Lz2uQ8WGwn!{!?G7dt%VKuC0j9%f?#L$9zDQyhQ@n#{;8?rS_Ws!b-M@dwAD z(!h53_q?J~sJ=*YRqYrj!wSYrGzU00yHiRpZWf-;Y7D1Q7wT5LJ)Kdn3J`NTTq6+L z-*6IYKrZ&BWZMC#VTx+D`X4RDWsQ9cTERT{1xdBFG zTT{Uyz<%3sE*q`CXmwG3lQT0jF)^ufr%mm+$HD=}&tf^GwjJ9C!~fMZiTFRnZq42M zox$=KFX&BZ;;R_E0bGuqJ4hjTlhsoPf*Yu{r?X(@7MZTO(hnV+w*r#@hGFQYZ`N!M zo@i$}geZ!IGE^Qg=`?cc0*pZ=HC3BfQ;H!9cu6-UUmE{j0-25^AZkbI;+5@owj;R0C=8is;NcWq-;&Whv| z0@x>?=X7ceeIN^HJ^phdG&a2^t`q%#^uNX;>}{nd{IqWp5kV8EB+(y+J4m>?(1(Ga zcv@8JD;sb03V4-pL30;~1)hE8f`fv=ifKTRmACW>(-3RLx2Kx{=%mvG;d`7xbtT$K zEI!G-vUl6GmhuyV(Qi(CpYw#Fh)`}NWiCG{rk$M;^$-@l=Y_S*^+~DJC@>~PyFqqm zV!oSIs$yWN!Y-UNV8!3ZkdtYg5~{Y2pdR^mmPk7mvV|+87|>4E%SjMa4iBgSASn&5 zdf^&EeNN2;naHofgw7@qITu*h>P+vvWuTF;9Gd=ed) z%5O#`9#2Lm&43oub1@|O|FC`$+6}j-qP%h5I06ZvTCPAY>>7~C%_pIQuOb>|2L9X6 z^&#a}*J$?NlYRNu>uxsV-dOBi1ro|rdaiNl{Ts8WtIvt+H^%!4QBSDYH;_zk;oO9NtsxluEi-RKF- zhuzS_P3LdN;61MAcp5FV9{hh|I_f8?9wavRk!#!Ir{!lDOa5o}{NdEh8qz_sXaI(G z&mC&HkU*+hgh1Jn858V94+tsS0*2XpWolNWLeEqAmm5_n6T`a8Pjhd1Ntnm;d{`;B z5_V+=fIznN$1`=iH`fnCC7ZsjAzQIm#irxRgp?W9Yr7_&yGi~RK4-4sSM_9LwU~rr(aWwb3NEl{ z`Gy&wt5^PF`YOiCcU0CcTg2Jh3JbEz(IJUfW{3UujAh@Gvb2!D=Covc(TiB0* z0w#S$$j4$zr%Q-ALGT(kNp3?A#k??lMB*=Xq3qWN0|BN=ME&27uT||^Kdmx@t9pX1 zdNo(zbUeSHdeKY+Tj9aS(GJ&2(U13i2pX`hK#}dqdq?Cf5$i(nLd}vtn3y~xNI;XX zWy!*OPa$j;OCyc^wxk@- zqMPe@JylV7;BFdFjTZ$TR#FdCN%=#%S$(*1mBC!k6JTW_&NlC&FleV2?ux6?K(X{Ovp+Q~2wu~b$PH$) zAEZ$0$vQGLYm8yM$LusB`oX_d4(<5uR?ecY#b`ke%P-JSo=6B67IlK(kfM;l)BVr% zB31xM?(f|dEnc+`R?%)j{$pa+?#6yIRtS}ufPtxyShtM1oUqGpHa5S+&Cv^ZKF`dN zW*WHPAQlV%~=cTNiM* zKS_?5ab;b+g*7m#*bc3eLw()&##sA?IIJ#BPQTO}>7l`7%L38k{a$uF<{lV?l$+5rR%_V_*{6{8tu~|f$LddUb`5j#~k(`nO_X8Yc-o6i}~C=!lJ@^bV+^O z{Wj^_za-l?Y}7_z(9RlKsyBeSaro$=ROs^y&@aBx@ia)0d7yFxs;qV*86SDE3G4|; zFgtU5aX4u^Rd$ymNw2w+%~*?5Cr_s?*~8c;D35;=q&7RnNvp1e?n`+%0RR{w3`$1jU_}ul3`T(~XgyrQlq|B-$96E=t5Q zsTD1v`& z*?iy)n!wfv{n^U0{p4jdIp?LPgV>WYiW`a+YV`BrNsB0&7pDz;3zWfkByiKSBWP0+ zwuwIhrBCyPydlYBN@7jmF$-tt_E+JmhvYeL6m==zbZB9o#tNj$*7%LF4Cpo9LmFAT z3J34lhywUd9c5&s04JAY!ctOLcZK~0Vz>H^R|P{21o*p0%&kV6IXR>wUU-=D?vmQ` z^7Uklh^Iw6a}%uwZ}1Xc(N9t(s+^ZF2wm2=aJeOMo#sZ$HNptDNpyUc(Fk=j$kCCP z1>)TLXiA7v^!<<%{tz=X8m2ZI-WN>{CqaMAM;A4IN5>|y7ObUI%jNSDF@%v9VJ20T zhDcdgtoqi(y*g~on_eC4ufLu ziIpi7Cm&Tq4m*RnA{~@kAjl8Aj|!R%n<7Xs_ui|y*orbs7q@enVlmqKE#r@l&`)?i z!|U=COVSd=G~!d)^JKdFuB;f~i=8)<>d`t}Gv~NSUB8Jbb!x zc~1V?sM9lEGngEF z%_zu~yc9v?9RU)IbI`$10-|(empo16g-v;Yf${ny_#Ph@wqF#FE zRn}s%-``=Dp1uIh0(GC`KdEb`sz>SR#ntbGVy4BBglR1rz7CK_Z2v}cfZv-V>G6x# zkbU*omt0PLabTJm&j;N7`l`4BS12vH&_ZMuS457kVfx~gA@f!8S6kLHGX4wkN7v&x zmF4_LP8t(pjLfyp>;06GhUF(zEjNg9_O6RRd2j!bzfFzsGAT3$4L#}NY=z_pKo5u6Fc~q02AhT&O^iyp1XZofJ#|7C z?!I)#d{rC@+^#Jx zZAq2gX#C>5f`~@4@NKJIK+GWYgU#vP>JK^G|Ghg!mio0F_THzDea^_tauuVU;M7++ z$+z_XeQ2lY5KQb3t>Oc=eV(ORzF>vkbrm*%+#%&~2WlyB(28_fU-c3u^c?1z)JSgp za~#%7;_<)X=_cHJRx6s&-WZkkzAvcFxoN(~3lQcy`mb*NDel*&RtEl~H>KT?^)E4Y z=@G+S&L6>koPO;|R-Xbt*mM(NqH|UM780G3`e2nyBr~6KhQuiLZEa-qI?8&HeStVb zBGD~~tN|6G6OJHyS+@Kl6F%vik8jQWjDyH&Z3+KYLb5WzDtyl9NzZ-?_G!f3|V~S0~;ci0;rjJN*JW>yS_id_~ zAx$XCjn{uQsLapRJk@igtuxcgq~@dG9q+cLle4DefG*5#fOG0gzB8T6cVsb#7Vn;c z&+B()+YOHSH^1cX;*VrE2I5jUx#k}tbhSBNh4~)KdYHr_X~U;M5QGVrQ+Az9 zQ~J4k@tn4)B8--a+L4?Uu6i;O7uNail?symU9o#q%d|r7hGLbzEBmZ~ zhDS_N)u=FctR4lauvB~!ax zW`=&5a`)aw>i{PWg&uoR+4b7YgXD>t6YN_w`fhQA8_;7Ki|b`W92Ik+S%9g%@K!v2 z)R!)yQel8->!m(t^b#$oaoNQ;eButfeomx~f7{LL`@(?fPhGj%`~D}`%t z`jJ!lLAdP(P(lHmIW1=UW}gzneX7mP5M{_#EBu59UR?RS;`=tL98REH?FLyvKwusH zuN^4v^S8ErLYS+sfDA65+Cy#PVb111G+e@T!FZDIGA_-QD-Bbyj!bCLUZWR68oml> zNz=L`(lh@o|CiWDtpM~6DOZDxGlSY2jQz0)TI-qCZEQ-gRUz$lBx1hnd@+4P3upLiRSPi}Ml;WKdEB8JYv%W^WR_VBZ3>6q-`aq8t#-q@TN?0~3kg?Sa zKvGk%pVi_LFusWgyAqTMO!1xi$9ffF^F)7e_oXK+KbU?}`}ZNWX@aNn1qm+g47=LL zQSTnB16jugfgC!FSs|d~L|s^9qWa<$4?6TB71ufjj-ij}2sg4Tcj!<$`Cv1bcLdR* zQ4@?3G8#$NESh(Gfw~^JR@FBWmuBKaskYj|ZR)5_z0>Agy1a%>h|eLjRAjw)V#zTA zQOyAYlk(vk8u8&`p6jbUB7)TSchP|EL3|y)TH2FZrM^Df*F9yHPJ!7i`|ekaB7i>o zNJ=V~rPgfb*l$Sj8yg>)G`vPCd}?q^bSmrO#RsEVcs8!%4yo%KCLyZSnz3HQ35ZOD zoMNGLYI>3_Q8C*c3k@CeLjwYyaC^QIU%awoC8~*5e8}FmYatgkB|snV*=;A0f_QYy z#V*1ze)i^`#?62LK25sfO$u(#a7I7wrj_K+1!FslB{d_kt3AWy@4H)=yQm8A-HO+@ z$k}s0(*lCWS=a;q0#m^A|6K}?O^ldnm(4rcdYpJN^ck|umqRkLpZMdObP*YAv;#Io z%JUw@=ePMR4>ddA*@tQwWY&){U0*@UaDc$5iUyd;n(5KH0t1Z5{sJsZ zMYL}#v}|N4vs{6cFCOoQ_q&Jc@;D50kB0z?4p{&%COgjSB@q^WJQU7Pp@qf-_f3-zVa#Z{= zc?#3-bdvo0R9PDc{|ni@p*&T^`d6u zn5^d5FB3P+peFs<%&reHhJ~6dj|Iw$`?gg=WlO@Z@^=UT7EACnrVu66$6tLxa{zbSYlh%L4~K{ zGCE$rqFUO$)_F)?acvO8Q#;n311sXSM1SNr5u#qsY5ERnyS15Zjrns~FpY?UurF9G4%VPQDQ4~uD>|c4EJo(YJUce7 zPlkZUhj`lFSiX0oLqS++{Ma$jDVgL8!wyIJf321P96orcMj!SdV-&yl{2L;8hm~6? zcX?IxVvFj_R`7NEAYvW&!CIzZPdLcKQRYG|c!CIviTAAmXFsZl;IH2h zvLn;PSWS?{^4`+=R$A%ngGkgfo5NiFMSQ--ZGzI3nu(Hj8<`ShYJ3G`1ceib zRlLMFF#{xaI5KEczg26QS%7X6zEs6X8wxKZO==8yimM1m89|Ci^j2ff^oXa@?%xBi zsR`Yn7n^OTTo+Jws z3RUFQ&i)U?F;s(G)2*kXH#_{ut>4jS6+TG}Y4=CEt_NEz?imICvTlsV1Lr|(bi_2`Wm0c4u6o8=*2 zURr^ILAC<25TKw2X+=&Cj&*`O>3ns-pdy280ixu@FSY+xFLNz9)@S#EP*_TnLDP~} zY$h&fG@5h*iK>54=3D%`B1Qf|s{;Ni@op_H%_9YTz82QPu}nn+3#ghRi>%w{eo^WF z7Ec#*YBz_vFUDTYmKc&Ko&in~iW8Cxk#RQaEjoQ(hTnA&{K@h~Skm2Fc+au!9KI^Z z91qCk^zb5neqx1R0pz)}Fvq=VkV>Y|f>ht`0h*s^hM!*qiMpCN`3EP^?nxQGx(8)i+G)|zq+KmM z=k^+6^yOa+0yz68r7TeU%m4`X(Zv9ZV3%>I>1I|zD|H!6Hc}_a3}o@O$gI6R(*n13 zY*RNU`{ymEi~a04sd&s0+koVgmF3AK8)OyDsILqq)j z>Xj#r8}=510PWoaM#oLGw zD9?PGWb}uJc9(!Q0mubY;hmUrXTug+-?J+e)LC?MAb*+l!8R8%T6Bio!__+Kw(cRU zdHuT$jgA?X}(OO`y=^+_Z|eJV@VN z{Nvh|c|Mq&d^}J&Jw|yTi?oxH(2+krx35QE`Rze&fd{Bh8iVRngeep%Bf8;$baS_h z4$7{`&4#UecZ$C$w|)MKOW4f=j<*+jl8!Y>m50L0^k*&9)T1cQ&T z;Jny-{3)5K#Q%iW@8)}Ml&1&Vjml57e{#+^pd#NDa;i`}%Hy_dDPln-kVtEWw0Ss7 z(o`^|`8B-;bFJ0e2|)yf<#DgI2N{#gT0XCY4mZk@!OBIW639N9|4v4v4gN+`8az%x zQG8u6k#pd%qahRixq}8R-MkP?HG)%Yp&hqXw^!Se79G7WgllcUd#n%%IY|J0V;dGD zAs$Z2lfabil6{=0&C;==7$C!KMKqBYv6-@B7rnV}o^j5=?NZI}foc9$XS{=@0lRst zy!G5oSPVl#9dD#;X>X5wk;spulxC}ze8m;tESuBG#Uc2R-n^1g9(I}-HD^9H_(^jJ z>nYa#(t4Ea&&~3!%rG8^(1b)mk}=l1J6^&v7C_A1r=SlC&6*tzaP`62oa6j$4xplw zncME?Z{eZh2~&p*8Fu6UK%!SxlTNerv7Bb|B=JOY4<4^{DIpK*Uq!qD(YoE%LCyTvN>8ZdV`bF@&z z!K9f!O+7%)&-d=b!L<;YSwZ2RKS zoLOe|iCK4;97mLFt(k1<^TBmoFT-oU6aUK1E#Y}eB?$aV_Q*-x?Na0w?ZDz zLBbnyi|8_-SISE^JBtkPCOkZAC;TrZDU2S2^_?4jY*5k&5?Sc)-M34PveV5{BU8At z-H7%Bo)NBcta1jy>#Clp!ph1tUoIj$&*!7S#5t8oP>>vl(RbabgS{#ytf34QT6s&-xgNIVVl@IdXaq9-3(cC!1)d z?T}UJ(six0(Os=YEWO!qP@0Ehr!)ZZ84V*TSkPxd#1-}!GxdcmC@v7&RC@gV$hGF$ zv48kGo&VeYX%V89;pv4SK#*R7W!HOpmoF_83bNbYW1)rB8G8-n-1utB{QI-tErhCYJF zBmM;s$2j>lL#`TSM(qdc*Rvr*FB%x&?Fx=UuxEY6kS8|6X8h+oJ0Sid`yDz3l|xQ< z@ur1I^^ldUn|Lsp?)t=w*&tsV*g9SBJSzg+A0adVm=)N#aRAPbE)%y}+6Kz`%j%+L zKZ~j?viAxAl7lS6+WhvJoL2!a27953*NdNr+}9B^9mxb~l%^#BPBJXCrz$)nm48)^ zE@(gs5E;I%tVJO_{)Uj0R&-sQFu?qvA{##fX#6?$)?8HtOe=qH`hnfEXr8tnPDLV1 z0-*6-YMoKeIH$@wTzhq_Mx-ekRR3;!&zy0Hp3>AkduFj09Uq}7QtVjhv8u42*CqIJ(8kC-$+ls>KvNY|7`8c*K1zoHh*>qjnmUgb zV9JREr@1&jDg_v)GZe4~{;&Y-sXbe_(C5n*NVcO0;#5!?2Ms9O&EE)SwVpP5cQja! ze*Jii|Iql1*l3Tg;Rk_Kw>t&{&(4@g(?aMcGO$08?q;59phmpSN8?Is?4F&*ZdR0z|A#*pvE>aB# zV%q;s$P+@%VOm(efb(^jX zn_Q(UcweBvfD?~W08zO}&W84AkIIQp!SjY0sN!#%)8)iQX&FcbZ=w_uDC?0^j0s#% ziceV5^88hoB|#?BN?iM?0wuN)FCrE+QJyuH@z}3Fry5=FF=b&95Wmr}a*@e=X^Frt zoq%8Ro5MgiC9*B~)2O|1o9iOPh}a4^o;j`Ts7=3Ak$1?E8KbmN zv2RDGHCo9jO=jjfO=#QnplZ<%<#KxK;;Kk4w1bWM+ zBu$+dQMXz33cq1B(p30L`)1;)jW+1jPx)~F$oZlsOjiRs!>OEmF1Ur-Kbcy@W}qaJ za^mMmHvZ{PwU65h;v0Jx5wyU{7CGLJka|0yZK)>jqEnldu&JSu&<+J8qi4P*cdI#I zG1jxtp|!vgc@jDGqFOf{c@T)Jl_`cPyzHi~hILlys*9-o$E>!GQ>7y!iKxug$^$0B zP<>su%U635o7M@E0%{&F$=GbBL`$TcwaMbInSA%sRG&(Vj#=XzPKkQLd?_K!{S#2R z#4Zu02L~+iC<_qdeou_r!?Vg+y##x|IltC`Hs0CEm2pOy7dkE#v>*oDa=azO)8>RU zR8lP&CzCa*Lvr#zikKYw7Z$R9^7KzU#Oe?nbEv} z$otQsI_4`0Aa~j@_vN4ZpdH?A>(^3Q@DdChc<1Y^w&=jo&fN1vsd~L}V z-n3k24Z)D`%n!rY@VF6_3Ca!m^X3-OIV=2QMsarFT?sX3(2^HU-t8|&)}6y?FjRf; z*B;qjO)qm#wIDL|uck3yt1cNGaF=lTl zP_;mi6MP(;Ps7tn3J{(rD35e|5BLwewH@)fOG=O#V@(E{z7K%SaMhz1|JUHcuGbf* z1hgg&y+;PmY;8B}7?h#G64jN(1cO3N*@akM861Dr=H3#eRFY@dBV9Loe$w-j5RzHq z5X(xx{bxO0n$aja*MJ%}Lk9sEI&Hfmby#I!LPwvU!-$>6Y;6(N-8+OUHjvsHBa#3y Y!GCNFH=+3v-P2p7$4WYMZWdRtLUlzPfB*mh literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif b/tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_10m_RGB.tif new file mode 100644 index 0000000000000000000000000000000000000000..8672dcdc9e6ea40d5f19a09554a41c240036fc06 GIT binary patch literal 86983 zcma&NV~{36*Zz68ZQHhO+jdX8r)}G|ZQJgiwr$(p)Ar8uzEAA__rpf)$vAO-b)7mH zQCS}i@+5@c;G&0RVvhFaH~=|IvU!8^X~4lZR{wg8-ld!2jJUAV4e$0QNu8-4FDC zA{B{-gbE=iDOT3)?j%zLoQl8{EUrsZ5HcphpRyP=7Y1kBbG|x;2 zvH?f6&+;7aXxLeGKz*sGnPn3NTlz0LCiDzGbD4@4V&V1MTzQoROBfO0xwdt=;su)RODwJ2GrFFHuCZes2gP6xm zxOW5gMT+_uC53;s3o=65Y59rlY5R|j^GWFgy?glZMdpN0b|=Fbr%v$G$bj|~7U*<~ zO7zA3GXmvGO8^2WI@SQw_Z_kb?h%u{VhGq+Vcvzoi&?C8jg@p{8EIr40GFtO%yE+Z(J6Z0m@>prUmtCiOYZ8xn!{ku)7(WOnF zL?li{&24_hI#3cUIy~F10&x$?@dI0Tus4-??k@Thx1q>Wno~$=5JC96%-Jo)8gxR< zk2@0Y(Vy?4WVOd)V7Y&nSHmt@xL=e_e@`mtLoB6V`QuTu(*7`B&tvD;VOx zfk4DSOJ%EQxz~F#OnHV5d)3_x+X-Hf>Q-8od6=<{Ceoy@3c^JN^O-taTv@Ip@P_DO zsDHeNe^uHC&ia|)N_Adm7uK13U2@Pkv@JIGkwM#>d5*A0Jy})0B{xO^v&N2~pH#co z@{d%qhGdSyE4x$oC^T-fZO!kqAG5|$t|={c?pLi~ajS;cbh)^| zZ6`B0n72nN8*UUKu61kqruIEyz2y4}t!2~^vq)MZ&7aD7D9hAJrE~Lws6d!$aSlS2 zYo5OaI`Nc~#o0j3M1O2eXr5?HAP8!mgcuku;$~HSVq=6ZN~8IVzu2}-YgTq`wODAF z5CdlGpzK%d=r3Z+ZGxlv#1ir82k&4N=EY1nHNrO`yLV9?Mc?w+^7kU4WTo1zu^V; zX_CTG=qo~wnMFvv$J--_bRq9KZPL1@$vyWBT!m@j7pWQ-YkIxek+PS`l7RB9u{t)% z%H6z+F6?&-^6Ca|Wtqczi7I2&HHa$Cm|gHof2)adsh-Tu4!+_*BC`w%TBYk> zfyYxn>Vh+F-cuBhoJCcXU`@!Dnee8Tt{VuUq5bw8@qy;A_c4HG6t|EZ#n0m(ki|Op zCH?w}*tTHf*%vxfC5nRgtiaH*_PF0AT%o~KSOcy53UP~khqCb86?1|RaAYGQOe$fYBlG8k zq&o<*b4i_VbwcbOJ8dCSf9Ahn7N5zz9JC4?0_+M+P;%9eO5wrkxMiAa52>q#@ZTis zGKxs1p-oDhGU{TsIUOO5&=cH|eio4R1wH6V6cySpDT75Yy;!A7db_r^UY(h7WPQlc zO|(CAJ1t4s@Ii=`R)?3VE(n%L%M5~^0^!A$AG1<$<1Chg6mn-udEjV{lHk-8>>ElE zSYu$IAyk5+)=`O1S&vhv@E{D!I%hUCqa^nHzR@wtWg5%vGetv8-mphJy`a?MprDVi zkTbUUeINF&-H|AsLMP(fZU*$)(LYYT4a;uetU*Gq8hI7bD$szn$+Ico@N9&63 z;o79TY4(uff!w+*7D#I#TQa&&w&`%@8?6V++(ILHeW5rjo1A6pc!VH-;|0+$j|W&G zBgZLB!*>s6MPOK%z-!RsmtEZTu}(x8!xgTJ$*%%eWlRi)csms$pSNwpvhFM!&A6w2 z5W*q{;~u_8rb*DJUOMMP%4hkdf283U-Fp&j(A{KK{qC40(WxuXg_i#coY|ISefOQtho6A2{RaPd zym-rQL7Mayzd(R%ptWk9Z!$v`lq&L?R44oEBqS}K#cQYIh4v{su>9xaiQ7#6LPGZ7 zz>08}@!R_00NWe|orXIn>FA)kwxk!mdA|Mw6SQ!*Gl_rkWVD8}&XJ!m_mrL9Xg|HQMCU?gzj|eNs9yD9Se`Zt{|bs_Mt`}l2IvwjWE1?-U$W**=Nn)+ z{Yy-#1AIn!o*?Q>>!Qz?yt(kO&cyA8Bo(8DbK;gesRk{-!1cBo7GwcRp2m;PUh4%( z-($OVgfm>Fov?|gY#p8f>zb&h=-0Ko=}BESlpa(ZR4O&|ptOUHyWd!vgTnJ{>Mj=R z*tB-Mgx}b07Lw|-Pqc}f!=7tOJ`(yP`dX-rI>?Pf>JXN}Um~khns^Xy$ejgXxdm#g zOAyH9$+k~ZMEkUG`;Pr!ai>V!TfWCg+U>VVTQL`?zpm+Mm_`huvK+qN6Z0U4R6DL> zyF}?+Vj32xYn$EsM3t~gU7BMP&1KNrxx7*qfg&ZOKy1$0Ak93Q?R7KFB5L<`r;xdR zw(e8zS2@(!BwxHt2mIBrBbxPh+|Db8^2>bFhl1)HAK3BEUbybI^gu80$u>6j+Ijx$ z@0m&;8gGat2hPkKD3RoE;Q8!snPaLPh^xSxjG$mgj*shFl}XWz$7>y$1pEC_)_q!iGS1Q>HjQk#j-+7R<~^=KlTJ3~n}+O!(3QK*d?J{VC2YK} zCv_6uLe%a+qtKsekfahSt1erlMgB8c>;a0*+q95?h|j~AkR2jm>fY8uWsJGgZ!CJ& zFOPbJ8p9b3Ti#A%v$5@^F*g8yn0*aMgz762ahk-4Cekw1~>7be~LP zHF>db4hM@H5(10`!q3viimjr`z<`oU9-Y~Pq&pjw4<$at+>5OUqJYN0P4N=N6JXgt zcZ>zaYW(noYkod@NP0v9(IKAPke0((PWGLC*l0a~iHYy=6=Aq;dzCBuLMcGQ`xBPQ zsj1?;-^Lvkb2V20LLN|M%N%mk+mf97h zfAl!5`8c=aj?yP){sf8E6#w~`uwp&=lfnhB9A6!J;;l%Ou?V{jk>?6%0KU}=22jr* ziChx)y&$7zIT@aMQeoXNkEma6hB=pY)!$%FyGCOL3~$P9^QN_~^AE4Sn~+5dO(l9p zY@PA%OFanc66v$d@r6akQX9l@x%*~yL?*yw7-0;)V3%`26 zCwH{VitJ94aNbQ&Yjo#($lj^}8(ZR-}O1Okjz;9lkYr2ig;aA%5A#OfMf?)%mi zScZYnn1@ZaCWQ~o3$lN1kS&nMC%fwnoGhLdHQue0!iEcc+KsmI!I3(c{VW)czSy&OIJ@p=p9vg%IBn%_-}Rva zq84Jy3PWh+H!9yq3xp|4Rb`4{Goiop-fw%PtC9m1^3C|#sVxStM$>P`s_*TdJGNS;|jjlFSx_Ca}ys9uHpT(eWm>&^rrI*JbKbL@$XVZfm@?w%{Hq_FJ zFkUT1Yax=Zb5%uQ{2t5g1q%a1@mU3aglv0==Vl-lS~|JIfmW{aN!xrcl=Yqbv;LB9H-(?BXgxnV8antrDi_btr2pQn-u9ke*SELz}H{ zYgn=STQR~DT#NIxiUN*d@X~fDmr&MXn5e@g42X`YF#MKK!-YEf*zov^9Y;J4jRGc~ zvx?`DG-DUis62(J8lCx(yci8Z18g;hn;YzQ zQ9g+128NL?10orUn|y{kMyv~L4?m378h6(pDHvg1C4Zd z$yia$5IRtSEH8ECrLaLwOJroWf#aKQBsyG`o336IPSASyp1s|*nE8*R6>}jeNs;EW z_O#T(+K&}NSQhZpJrnhh_iGe~QEI^^EnfelrA)$yDA$AlEUwaKa&}w*tB5z9XU_s(@QhX{EKv z3=>mB8f~L4VF>pzP=91Ho52ziT2iRXiER?+8ze8h%a}X@L<#0;h`{V2K`1tSYA90` z#aK79L1L$+Vrzc%#4ibbI%1>C=`4UvjZ$=a$O4x$HS00|yU+HmZkqZk*_T&odoDi9 zBDOXriT) zACMDm02W{%0=Bvg_RXzRGM8FmD;7*5uhd|!fE@YWME+{M${$w2!Nvv}m&@Zx1``9# z>u9N*E9-EPk_1q_+lpp~WMabsiS|^`PlzMS$>PvW>RysA|Bz+wn$P+h`HuKyNhDCH zt9Vr5TWmg2+@u<{Hyg1#FxMx)u7>DlK@=TuAZ1@6vKs-n_NHQ4?ifdUomCI%7tmq3U~lc$D%UY!k*j^=Bl zLJ=iHBMhj__*4#J$Tvmu!JMu}SszNUIr|h(`%!X5v+6U`Db{xu^8xG)nl68~UDwbe zP(2$YHV)aeijO?@{5j;DH3zY-`J4OoreC=RiFtwNBV}(_fLhbP*GM*eVOcx)>XXQD zOI<#2vQSmsfq&W$i*eiyxDU5nAK6W~lKMCo{zQ`WR!y}RX59=ZTqE1eTZlv-&mw2o zts;k~(i0?J2?F|1$r`r$C?gkZ#jpqCK_rmh>Vy5Jho|AO1}j0H=31hQbisdvYw714 zD5M4s4c=07muPec6|plK`Q~AtrUht@EhU_dxHEH}qo!=f6^QvFMnWAnWz;SmK>DFZQmm7zs8)s(-^#dA3qQm3A~>^3fu5 zyneq7Fc;v0_8UqIjG2X&I0UlTEt`wVCipdioX0}G+@tHH?Q3WGnC-6#xo29v2xO#E zU$D_2jZnl+Ag|pr>b(K6g{tWKBVIfoRNT{*1TRU@O(z}8QoEn+?bfDKe9Xd!WDbzp z8H4$?z(im((=H!l37o&;?vWd{!8h#j{lKKx=w4K>8bduB1OkO&(qn5=~VsZo!4#I;Der`Xf97pXU|= z;-gx45=fLEMQy_0>LTbQ@E&>oLS!%3ZEQ_(DK76WF39CpOG^766;D zy6a|-)?Sf@f?L#88YSn6xP3Fn`sCsmd2Bh-VN_TBu)Snk#K9}7+Hn=fKcc0(ec3N4 zhC@HJX>ip0d}nW_d44fNqE76ug3lEftc8jpl3b0|zkL>XbLpT|Va20j?E|>tPsvd4 zd|I7#NQ}2TTy~fK0PD$9MJ2eggv-K34MOSg$vec@=OK|_KEwt2KWU3Ku|$|5TK4SlGzpb4YOtxzf)-b&L-% zzuZw;^b$Jn6(*}XKpHFO5^gWJcKq>;apAtb4DDnwEXbjFK%<>PkG0M08f_;OtImwC za>{b~p~#(DbdIK8e{QmcT|aH(b9#;83~))Ahwy=XR{Mc8FjXsE;F<^!v5=6$QfF8( zXf08^Bpr_TwsUOy*CYu2RsVZT2J7kxr0!~qjTAPxQJAcY9;!=bSqkY zP9eY}haV^PQE_Sycpvnd=ql$3G`h(`>j@0XPJG9azfg`e;=BUTFy&wEh{i}5M4&4y z>Sj^HQi_)g>41sjB6-_ab#EqEirwQjByrZ&=SlZtf})nG47 zukz)di3+E9J44gG!jh}i37q8A%20Qp|IA;*|e;~-|_M4y z?}`|ior!>N;zEYo6L0%gird9T*0I+mu%DOtd(#i0Zs!)s+RS%DU3^&6{Z=rs0WEPT z5H|hr?%QzO9wtuX>oVit*;pV53hIk%Nnheyr~La5cYN)zhj>Qg2l7Cs{d}XQdR~o` zC8$$Mv%+B6i^b|lS`Vk*r=8l#*W+r{7q{MHJe1b33-%p?bVFA)t-h|<&AAl#@=YXR z?9_El{sk<4P;)cBV6-vy28J;3>fj) zB9QOLu1_w=QImnbt9`bn4%COA2_$9q@G{JhHPDqO+ow{q~FXo#u5?AlK5p?+63B; z)1d?xyc`oZ>28^Vr|8bo3)pKvGThV9HR4^^a7&N273Hv`d@rr;*o}GXAYL01Mqkp4 zPM{KUL*c3_lYNf^=hF^G0*0vs$+~j5OIoS$Mv!1QtCn|F(HiNs+1LNV(pd%-}t5s&aJKI(;i#DUoEQyS`Wv z$;Q5Mz56u|USe;Gv)<$7gR#|kmoykR=`*+9l1HL?28*q9y9+ZH9m#DgvR66f3Dd_pIquXHk$65YVR5-7mZdRLrIg>}4B_1!zJ=@)axiSS1ZMMM@@-{AxK^M3gm4M1%)i#btZm(ZhJP_PC9<+ zQg4@2Lrut~h08M-3kQ6`Pdzm7K2{l2F%BLA?&4Y}uoCbn>#QLVkzR!jPV9EG;_uXv9gk@WbW%BrNsRgtW9@{c5{q zXs7XIi&AX69GEb|g(c+oQE<_{rpzoPRiMTy(A-o@84H^t^i3A$?3O}hGFJm$o>FvR zV?3GV?1Xc9#s9PMjrUBw1xH-C4<@0#V`^a_ic?3$^2>|@d#f((>y`}qST`bYZ@+## zbJP|WL%7#VXh^O&(^D21W0@98ioj3I#^zz7wsT2+ve=syJEtNf$ORAnEQyUwd5Szz z+G4#j0{0$XybFn-*^$L{KNQkZ5)N{hXE9{i7c_-AWwoaC2_azG#-g0gACJKuf6AJGo$3& ztqJuuTeMr=#iO7MTbKS5llqmm=CJ29FbOSce5hY~Xt<8}LiQ{p6KhU1m;L;&E%8QQ zre1u`POsIr(*smrcZ}OZfyWPXwwFY3F*9B@UanZI!6}6Gcff~l7E$13z=QD_(><3) z&S1WWp6HVgIwi6chP?P+r4%5vP!smABIt%=UE|c>t(Z#fS#x1yEiO2cY75gOx0dgt zp8_m_N9NlQ8${b_r(gG5jO{!0<43)<`=1Ok@i$aKA!2oN;oH!b)EcH`y3p}CXj!yN zYajQ%hT5~y_>0ff)567o(ZM^mYARRhH&T5>o6y@Kv$zoqpz}@NNA!ELsMqHk@Ny-% zYq?X0!WWkC%0b4Y$z<0bNV9l)OvdIQdl@T##h%MX9N*8Vf{uq0>ktX_rXr@X`l&S_ zbkUt9XB11l`%WSc9M)jGL8L=sK{{=YMEH*wqrce8{udiz3`*MVMabeguul8>2UsWM zN9mMgekZk4q!h2ys~*=mL&$*pcPa6rn{mq!EgPG|!Focjfy+xGJZjQs?hRMoMVk+K zS~S=U{PSrNXF|WBMAeKpBteX|1YQ|va2gAN?2^ghDybLLD>hL(m+--gZ~dyWj!$Dv z=8MJfqcepy7YtMvtUQvshhN278Gt-b!Ct{*saI%m|=5KcFYjaA!N|&Yp(V9Z) zo_1XspJb6*Cwg6dp5{e5n6XaM#EEPV%#2hUj8y*-+m8nPXSKzpt$vkIo-10hRvHRW zPQ1Q}aK2xz8|(Gr+`)^7?nza??KJ?Doxb)V-mA~5o>o@Z+FX>c#53oUR^l|xRt_U& z-?w-=jUWsqFNl96GV7k_x5m%C(YnxNrgP)a74FO*+mI=^!fmXdYR8hHZj$%lzh1jZ z=TqrsLJ^fY%x13J7zjs?7!0T6DU)+s7D9`F?Rs=|(RGDaYzsRPGfU0bgSc7l5oSw% z@!KhZSz#DYa!#V9-QZA0^^RCjDP7PVeIvNw3niWL5;jbI#ht>?2i(hX*&hz|9R@po7Qg-^wj~FB2T?L0tKd}W*r%F7Ck=h%eI))( zB=hbX=@_kl>tCLRGJj_5aaLG@Szyff4{g2OiI`ZLQ=N-M>E(Lorg`+;0$qQx?G2 zCTsf{Or7qO5my3w=^YZEge&GQf>Xd?mRZA2Nq2r+Ke7S-}CrzT2SlE202wEHgd zfVaq1e;QPQAYZyIr9n)l+(YQzQ z0b*XU2f#KW!|B*oV)4hUp*7DIbW!!*+0d{Bo59y`>ELY^sNEaGzVT%96y5p3q_HE^ zbnz#$3bXkZZ5Lfgt|>_%+e5)FFKb`xXJX`DOD8#r_(lc%#1r4|p{ z0`EDyDQ{zZRR{l+QQ@u}f%al2xUV^{M?;Myk+dXns3P2yKYGZFRHRpXGJ7IAH9|<(h=2dtx!7K>svayos1m` zw)E|N4Kn{C0E^_#s85)6Z)sxT>oiHB@UJE2M@V*Ru}eD*Ccghgdl^HB?t%h^{jRmq zv84>?yxhOFiA@$v{mGv!m8BwQk$=-i%C6t;=m+SZq|+!?hdsO$!M zOhc;+1~q2eAml!yFx3vk484NOQPt*Hgz!|Y&K)bXCp$9Kfn?^+Po3fVr03_{9;!On zv!=#1;r-|wK|RhEc9|{iSbMyGCbu;@V8Qf9w-jpJ1hjy7yafPHF|F zD4R0TgS=K6px-p5OP;QE-jPcEP@1UT`0(V8HTBrqI34<4PFN*=HQ|okVATa(E0~)& z3(2+r%&6C=1j)A_+VxKkK1~c-7pA@DPs&sukc602UbJ>9?5C0MVvX4nM7iG^4^0=O zbQ;5AQ#s8QV82#(#fv_>Hcf%z))31x5MQjgpzLCQ)_H4;wcQz0%BM+b>r(#gv?ER1 zFuS{-x}0QXwH+a& zn-6xl5_l;2FqP`vwtUu2CNl8;!i$x{Y012LNQ1zbAu_b*sR0g`9BP$r;aWoT#J=5Q!Z}~~?ss*-S={$(4O1mVW316+wkI9hMuEX9 z&ecEbIh*(eK{OiPDmB}1Gd7N{n-o7!;hE?ceAGgpL>jCff1p>nz6gvrp@Yq-V4T@> zr~Wfe;gdgDnIGGLlMjYE6-L8bA4@Vo;7jkIROi#eWL3Z?Zz3LiJ!TzzAstOkLaKj~ zHpM6cdaP!0y&S}!`srWzEyGj^?{8%4h8XAM=143k+_W>->B zj3;lM>#qm-hmq1-92Etd^qd0njS+T?o6|;Dtq51+- z%l=$$-v%)>9F@hKTHB$Rp2nWyMA;(CR>8qgVwIggZ7yzWk{Xnt-9jqbUdyY`dmCqF z42z5VymNQnGu;H|tjMH@iv<<2sCfA(P*cZ2RO_~#2qm33@+fFbB`3EIV!mf_&_#bY zuJfR~gP0-Mdv6(9BzUzX@r?puvVM^F9b1A*4{)y9N^}Q3vyIdTOX3RlFud#sFJAwm z2aiOa5qGnk1u{)rO86#Un;J1P5hPb<{uNJ*jq?3trNIBLdT=oPE2O+B$Mm|8eVXezgt| zXBOv0#9E39EP=yf>?2bwiEknOK)6t@65~Uw*D_6gx#3^Hi#Adna!O#n6Qc+Y*Uq|a zPmKk=Rl8|Wv_JR9z77|7he#S-Mw4PF*q{$%Ypn3LPJ;0%VPf~L$TRd&9w_g)e1w|# zNT%2=N_nLeU9_(fYS9rL(9!g=fGK%UwOz14`}+!fRrEeIXUC~(Or!H+nOSFUOO2Do z`R@%wzUG$Ylk3jBLU8E%&lbkkiArk-FRKXw-z)M+;9oo=jdCe*+4MNSDtTMpV|;yD z(piLzTJBw@;my?)pm0}c`QKCUqtg4ed@~$$g%ghXwg%>n_`c__Dv;-WVVSURtDt3FwRL zeazpPl*q4w;_7H7py;jl02R$yp_xl_!&hY7mFIx2qA-$LDXX9$?x18_|78jln~UGb zHob`~+U*hu7irgc|4oiLyCAtiAwfgLYcVXwmqjMSXXi=^ywxoF9NMAPxb6C$TUHD2 z-~o@3USI*}M{6)HvFN$XkJy5L>f-`neXPaa9c=p;q9%v*s`|eL7)~CgwkXjsD(-k2h+n#N4mW4m_59*v z8`8C?mp_8M%Y16z-Pi9QwX{$@SHIf5)R=bsMLJ&)9VYq(N@XeNmzQXe5)I+<=kj9f z-yR_@y>3>Jl=rixhokdMJ55JSU%{BFt2Ad=^3wr{_1_-TgLh}77ayEB-LZU)rZ#VH zO?Y|E0X{T?JDB}Y&ZQ=u$2wPoS~Fv#(u)lKn>Ogpn^E(WLs>R#__>W>z>^aC{Xv5> zZL{jCy?#gH@6I70MkxZyYnMxRV!`d5RONc zvec~$%gT*t5`@$EAZTJgN@$~V)Pp+L&}XVvPaO}``gR1mM8+z??&MjEs@HPNL1cZW z=4-kyme$34#clcM)iC9T%9#PYrx0l$aUlXIoXF`n>?h|?iA3s*z_U>Bzuz)vB$UD_zJ54dJCbcZn< zov*rlZr61;e~fEoIdnWJBJe@?=v!)b%ZTJW0A_))&vY!6?1&gWvDqqZw~nZkje=t| zBwBZK)$hX9Md0zw0@_2kFOP^~j}!0M<``dJNcf+>;z5?9$JeCy^FJ4%aCpVLTP~Y| zTRS1uvqA@BDT6CZiAS>T*1cH?vURBU)i^|q*p1sxH;wrmx?HYhw-rttTuL;;cE&J=S2d*70(uAG=me^9C0&tI=L` zJ6eeS!jlzr8)rs&RE{xg@Sr6s&jK8OXR|gGoKIR}3nsE?GQoR{ZDCMi>AL^Dt}_Sr z|CvOwIJL-%N!X+)d0A5UvKrwD{5m%M%`ID2GDKnzh<3Qm4NU5KB-aBYXbIFf*WCJGKNGNO7 zZbFbnq(iVuq~1BMH4fiaMt{+R=X3@Qj%2U2k&jJ4sN2w*ttg{S;e{PGGW}j*m#(xK zJTuvWKloL3SGDF?B*!RgeF0bYyA!3?2x8M=^>dPJFza3EF1V4-+qS=1D)S8=nB*OC zk#bF72XQam`^*8Hc%c8yAZO|=8^?fB)ZF_01^n6Wt{i$8WC12duI~v|_w$05G4C;b zwq}e0n^)cR1Wa|OnTl&Qi%sU~QhEQuj9;Q%bv;)M&wJ6)OKUvxr2rtY&O209VzJn$ zp~j=h?pvcn@|@+Vajqf+n%3Bx{2$ogMipeOuuj4!wciX%enQGJ)Qdd5MG;F zl@J^W2X0!tk^Hb?Tx!5ifk%A4R!FW1Jm;tlrZ>F`VB7+#TT>>c9|8a;_cow z9NLz1SC@rNifYq{uhlXr|G$m77l_X3-~M#JW1cdc2@5)mSj-`_)A6H%CJK+NG zGOR8GfoYiHlXUxA+lCI6B3!eguegek?o*?k+J*FBH@=m_o2Fg!XidXS zzB>8gm|WVgcnTW#d3Li9jB|_DvR%#g&D0zy>1!h&;o99}9f0vq+ts{!W0=>VHo89L zc5a}|2ZB-HX;0p<)Tg*#Q4XQ@g7oq2u&P<}NhG~vkohp#e;T7sUB}+5?53uDx#GF) zk?wepbQJ{Xv8~=4&YD7VogleXf1Fl?EFEa!t7ntcN$wUxDPJv!uA_zTd^vGw*aQq~ zgzfT@2!$bSyRFF216w@0&*y7qM4INuHh&WsosN)62Ra|&_S$u68+*tnK5v49r?~_{ z?qh)LUH`lqZsn6<7X|N;Qo{dH{?$qy?zr-O8NhLyFsiFF`jwx|bqb*tOlfEG`)SJ` zQ6A>+ku!Oa4c0cdro-N)wkMvwnB`EFI9Vn@ItywyiaycFDqdCL9CH8BpnKo~ za-sUh>FR}D$-#_#8m5P_KDvt5jP?Xf6fri_)-e`I|HmLYvmS?@o1Q~0zQ({n?qdBmh#GW`T z*k>CqlZ!0Dlh``WuzfrQ7rpVp)t^Uf)A7Kv9vwS02MkhUEDaM%5C<}s;QKkYv!HvH z;tZjV8F)lLd*G+Lpd`C265(TBC54Pq0cIu)tej^E*M2&VcujFhjMzU=wZ8aU<$E2# z+iUF!I^en_QMO)(Ruj`8J86tx%i|$8B(vRqIJ9V#FwKO)UYpl9LL zaADiV&=kTL)BZ6i9Tgk?E38Yz4_+%#61(Dj4Tob>2d$2g59=W|ZdMU&m9E!CWm#>I zDgzkq*gB+u0e?c1@L?)DevsXRlsV2_DZW8Ym+QatsO^{2Wg_TRPa`kPixUrh1P2?8YE=a#a?BD-(x- zBqOGw?o|di_ltu@5>co#dl8s}BftMWBjD#eiB8WJOV^8VcYGc)d#XKqmH17b9y|DM z_O(+=c$ye-HwSupTal5oCo|yZo2c^Wu;!tM=aoIV`!II_?vp`kuUa7MTx#U1YZm;Q znvks_XY5Zlazz=+F^on&#!P3i1gI}$ z5`soZ?m3Oh?{i)ro^jiO(s^^tpx=Bbz(&kynZ;5-k$b*`sa~%ua*+X4S2G1k5o5pL zQ*S8YlKxb?QxV-X1#_wKeO<|I#G1SV7dWUjrr^CnJ3Z^cgoF)$n4@#VT32AGB!lX@ z`LFS0*D~yt?V<&6@}pp?^@{hAoP6wBp8a4i-W@5oK`o-w)@+Npr}svMYNfn~bykOO z3}DuPlt2jSV7INeM{7@ykouNfHqc-|Wd-5R`4#-rtJB-cEK#Qx%tR0j=yoUJTF>Q~U zvnBsKl7PMvGa6}miW!1Iv_2CHW|qDtocW8Ue!|v1E-2_KNxr?2O#ZQrS+5r%?X8y~ zy$U(FKrzY#Yg`jsq?Lx5+S#leiU_$^sgfSNb#0`r@SwoIH(XYChah~ZQn^`Hgt5@a zF)}Ay{d)uqMJtM{a{E=+L6cs+juWJS4-T*EDA|fN;No%uXd0$8m^NrYKN@ffKGkqu zwxPLe;VaP{Ll-1%vy?T)q-md3X@gc}QAp+BrT+wWI!^;x>%`I@Qv)^fjT{~$mL!Mt z!mvcPCi(a4r1N+=XBr#Q<6Y5YFAIBDLQzsgIdWHXnu7vBhr*dX^RQBPcqpgY|Eg=t{+u}ylw`Xy9)NW zkcA20vK*33iOqJT_#H2t`K(|6ny{wsW-p-P3fmP+T{2Y1S0UN?HJMkQ2K$h3W!HJy$)mtoY6+Md&P3;%sCBHqw1>6_Ckr ze=9i0sABU={B36jxa!c={q4KWUSV$LngYChWg-NTEWb0<_Vn|{UJoKuG|N!kun(VfU{Lg zCLb*7tNBwi=1+|_rI3LilRa~iFAsJtvXwacYqbnLUBa)?U3IdRqG zOFdkuPtr7l`e7s;Zl9e(Y&D4Yr>if$$YB|L42U5I0K$ohj@otegYc_3acvt{g?QuUC8=0z@rk>|nJ zPiA7pu`_O__nw*JW1+q()fMM&m<}TgVl1kEmK2jd(h8!&kLw7;A}D@a z5X?0Hq293-rTZ=iX4X6`$lVp#)v~r={wm*c;#R>$EfGqxUX5&RW|Hk;zLtYhZI850 zK&>l^X6hCNkCOAH15=ymrPuEw5DUP$DkJr z|Gxl5K)SzW2bKYcP5-rK{iFFf&5RJh78iR27-rM#%A_^i&uw85z*> zMU5|Sd(<(P911*gCE3!z;H@veIl#$Xpe+^y)>z~ctT3Llo_PWBDW3(#C(@Rtlf3oR z*Ij7H6V6o6>EGVX{0C0doKtpH4ACpAvPl=p%d_;|91Vq%v$&;Z_Lc7+ot{q?H0IlG?bsQ8uE1qQb;*a}-Z z_njNTLoI zaYuA>Ccvm5K!&vAeu8!qt6tRZOba(dV#t_R6R#|HiVJngCD5|Za8B#^nMWpn>>phC@X;V5t3!xM(H>EBRa=H_;V;^e*Q+y>{ z{jnU}OWJr@5D`$US3+jS4p3NX6f#+i0L4mhsq^z?m`&!lJE&Gf(3zfcOe+`u>Wq`j zPMQEIVqB(h;ADTSFIz*{dK<;%6|!pTIv*hexK}L%a4_$Pmbv!N$6P})A2;*Uh%1NTj zR?_59g!NZyP&sLl2R_$Iv&3h}H6x~J;BEcc);FluwH9pMVw^6imdb?e)1>3K`n*G2 zk8(Cj^#$!5;wGXty&m1q5rn6oa2+*cGtpIncyiY&16BdAsI5Py5t0@FK68U|jpEX# z*?x%@=Gt*+)SqLikxva0CANR4^wTgQAhKkxuAqlUG2z<Ix?q;$FYHVIRHl%<$_GgZ^N_+a+=uO2M*lu)v6&GF>>VsRoC&C#uqITvre z$0B_ZyN)(CH?M8tl@nfGd*7s{x&i}4&y9lV(uXXGK$_hcVr8YE-}$I43L^}kXJ1Sj z4%3zN^9P?8XI5%9vLb(l%s=(1K$MF3e-#@DMB^l{;=VhTw&fQ^O5uHUb&v2uZCU( z$u8UaXKzlzF7LQK?R19IkSN=cJ@Q_nJ`zuLA}4v*RHos^TMne(=BCv6Be9u(DfMl# zY-Q7{J%RWokYiX@g6umyDs*u(i&+NVVipgE6oBsf@Uk6Yt4Lj)KUf0rk9I8qBwhkt z>WW(R(s>MceLGxDs`AeWRpVB<*^^KJ|GnKRX*o@Pz!#XT1zlCoV z#r$n!r!^-e$C{cgj%y8;cWoC%N(}J(GR9AhPJczZp@$SN`)cAoi+VH|w}`_N~0%E>ZiiIoS!c_>5>$~Imyz36kR#F{P`Ap?=mgQ=xzHC^tkLny+Z?%%~XoZI2`V)>;?#w(i+onnPwkO?m5d z)sa=iT}8IG%R(FIT2{Oh`o$GHMhZC`Z1u zb>P1P=U`x_+yOo=u^Z6s&VqPHDO~?lsZf&iC5)aGimv+G1lxzV=kInCQ6l%KaM>G$ zEReur*DH6+QwgMWfS4k&t*+oEk)l z9a79la$8e*E>B@d`qojkXMfM9r!tEZOMqW7+6o~(lrbl-`RD^OKQC^2i$JTQv%%VTQmTfEfB zup%Ed3eGOS8@Q`mK|pwCvbXel%|r97Yll1or?Cn(+S-XzgS|lR!4V=yTQ&nIzHu~R zvaz~Flg9^DXs1Fg;NBo7KC^jVDcuN_!4zAw6cmnM`1J;U0AO6v%jq)gFnwtn|5QL( z$5pVdcpt#azxt~^2QUD!UohvC$mYg<+=+wb2@E6JU^Nq zSv7u4nv^uj6MjOTXv>!A!bZe?N5KWuA8;YpBqtt08G(1`qYi1FZrDL&Q)R6%08Yim zbD$(_!YlVAWvSr^aJtxKyW2{=8u3cyf6b{-G`ICXLTh*g$;V`8?J5e!#2EB5=woH4~d zsoELmlyH{b`YiK(oi4~p)&H4{m8h;CfHu|+j(MY7^gyWdrDGjwh!T#8JGnceuG^mQ z*v^8jzyL^afCalfI(@wd-b(^Wpnzp(J;32sQC$7Z4xMts`#WL&f_{i|MNbj!)fINBuk6PKy4gpvlF_FrC9A4CH#lz zP|t509V&iQVbFezOE~2S%WazVr7vSgk6f~Kp`6?+^=VWfe{5+3C91I{+YIiHb)M}A zQ+q@V-SM3kq+LNaaUCzD4NqA5WVr~*N-B4aZcYXD&H2S?FvveeG$o)IW-*ZxmkLAX zCbb80^TI1qx@vu2Kt1X(g0)Ey0NqBw)6N9At|~vcU$@W8z0}dhPad&mY3Wu1!sk#j zUFe(g0+u38)`S`j$`*W;3A}p;^!|?si{w=f{}!Dw3O~UoH`hy^HSp`ARwis4pFOeL zNC+trTeSEWcQgpt0yK0DARkr%x<>+xV2rlENyrtO;?-A%8gLtrZ%}D}Og9k8Lyvms zh$W#I87JTmiRpLzp=xM}90gX1a!f%kc%Z8qi{*<@jz2yaxlCL?8~&5wC6$l&xog=G z8akCru+vm^+J56?vU&thQlJkbvJXCajtc^q_1!lFjftM&B$lIS9G3T{97 zhfYmn%J+?Cd9gRN7|4rcN+o~`WcNaWb)xUdX50E$JaXOA;o1-~=my=sZ7K%}lS?qK zzJC6uE^x^-ZncN?GcBjP&c6md*8*|T;zS=5_3hZ^jN2&hc3DpPx&PJ_b3CP|E3cG` zPf|nyh;3Vq@tm4 zu#GC`P!?!vHwP7aTlg{5VS~8zPPC!L(iW#dMo8X;x_A4SKuy)FF!?F~Z>>A$5NwfC z@FSKas!KUUwbWg`IQg_`HIyU@P3)VXjZ%u>Ldg5kdDTW}db50cELAAcIj zR0_SaRtX$nmyn@;jt_8WJ4P3vhuE2nUVX3?Q8@+6Uz22MjA?7`Kv4^ii2&L}N_ai) zU$8KsZa%stA6)MoCD_nwS26?`TH`Q4t$vA4@fz0Ehf$?z4^Q;`O9*@6Wr$Mo_}cya z=#0r$BZHr$tl=DuBz2sW^ds+yw3qfF99gI}vi;zO!q-56kQS56Yh7qed1XToUXbra zc(%`i%`JYlA7!L(@Y=V!>q8%xzMx4vEcY`HRHB0KowU zADIARCi3imBvE4t_n;8DY95~}iN-fRCy1xMex|aU_6$Gzj%R?S{=5f3ye0;1>e~|o zXL`KY*G7kCjjga^ul%v8x)!zWJQM+Rm$tj6x)=jn8>#=4=i+#%rllNAIT??4$4mk# z)U~7YSN6}N%gA+WqFAS<&A(8t1RRgh8(B_{3&~G({R{H&2`3$!#b*0q;9YGhO&e#6 zlgnEUFxZWr_3U4db~QZAN|&6n`}rEWytt+SBR%rqQ8F_lkR8?CRKa2#efBv%XaT@J zP_unF1&~+s2)a3KX>3SC@GKg=kr}yvNbzD&JXf69y>|@KlzWO+A|K%i3m#+(=`1tE zot|;U&omHg?^!*gK*z6;u|q$g2aBU#hbLT$@V|r7srZox1n=R15D)9=%k2)_-tgrY zU1!*Ko=sO9`3!#&VMvZLI|9$j^9!xTZkd%9l1P#RFG65nC@ewDSOLE({;UeLnfw00 zjWp4yRLoo}!9L=F7Jvi;FB+Br8um4XH&Sl_-f!LL8p|(`x~?AJzGYD96_?9P{53^+ zHNegNrm>9Hr0f0bZFkWC$HJVDU6B-S{9}^mYsU9Xq+sEz!Qk7Qhy3d`(gf>Ba0fP! zq*DSSc;Rk&?Rl-OPuic(Z&Qt{QvT^MJ5Ag(L&oCE{+$y=`qh%yLdNPI99KQ)J94n- zAR2Al-J0j#uzT2p5tcox5$YXqjBGxe4%tBPr*CQUBfQd9{KGo1hmD~^sUloKYoe_+ z-YRnHzfYB6*VtsC9ZTTgVc6ElR2kDt^hf zdpo>&#X>CY;=f4@KaZonoE)77u&Cch)!*a#W9eeFq)qC`VYs2(|KDYG?p-1uKgb6F z(Hpwt5OMUBcS$9s0E0M5eHPn_j%p3xD_k1?~$; z-Z3MLzZ~zuPv%=O%_`yCRdO!L?T{8 z|H)1ue`#rHF~K|Ay$sf!Na(^;(treo$*BT4s`l)h*f&6qH~gTy@N)W)$Syp#TZRnp zjSFMIry~_TkKPL)r9>7OlV2lX{J{7YOp6J)C!L#beSbn z)217Eyb9zg7QT$=>gfZd$-~yd(ss@26t={6CB(-v+{ln_j6gXNo!X&3UO1@d&P=~C zIp!SDOJt?u;tNFQ0`@aU=c~VPI);J$?X6o2ngnTvsEA=UFyR|{%{uZcKCC+=>9oX3 zB5#~9OOP5UgS^0T+|xZFetUoA%9rK5F-F ze^br$`gQNltv|XxT|xTDg2zsY<0_YNfT}G81&yacRf|Hko$Cb#2f&3);k$gTtGl@N zNpA{X8LP^a%9?)r$o|z1e60#{XW@3S6ge!S(WwN5Q8QpFam9wG6nY+ z1+v`}bm6lt`uz%c|8huuxXRZB() zgog0bf?J@(X_+?AD?LT>=#JqBu|9S$@*YR94^(MGY7jg@hN=yQ6?x>qtSU@z zk<)7clP$bAvPDbcLFtjLeEENaT%lgT#g5TLz5B+~HaU+UfWV8gJOcG8C7QR<)SB}kC~NQf$6-_r(6u}O z1k5kJVj$0kUXO-3#&2I%H0UMI=Wg8U$f2;U78kp9z3Z+TNXM9D6MM+05|n#`_I6!~ zitmZv-lJQLG>Ix$?f&4WKi|U_MWmnj_ZhS9Qv|^t^K^E_XS63aA+u{y|mVIxv z3>BR3Te%=LB~k@Fv{gXFdNjOYWC-;kNc2aYU0K_lD2E^KS!lQ0Wbo)ZaAP$B7R!Lmhi!En6fgEM#gFO z?HFb=50rzuSviblS;#x4_LgByNdgLF0c9~5DZ((Bd36HD>>iGAF(|p8vE_0AWpV!f zvr)xSEaV6B;cs%XJIv+X#)ER5Q%gQ?Zd0jAM$zO*a==ZNw>#ekPxO2G)a7Ghra25o zgwJJf-i>EeY=U9P)z%v>5q%#u}UJXv&ej#c9N8tes!IW zR!7olw%=Efn8X2{aVSfQXGBn9Fwk}UPdoy)byI}oP`Tng25O3e zX?qTc6TJL*8bRst!VoH%nxhx2K6mt;qy98@*;2ww#6Z&uVrV zXE>TFGjxbYGut5-p9TF_K$=Gkg{vzjA)G3ax zY~mIXbwv)PT*dUAdv=7S0r6%@CgQa|YI!nW-7Lfa%~VQS;{3O)PotC>BDxpNUgzJH z@?JqF2SvDsgUC{uk3g0XeH>WfRwigJ zl(3p)UbrcS`4Q#=1HE`(f;L_tmJ^z2@blyK<#K^@m0)ra&on5MY&#g8>(nydGia4b@Jg}2F|fX)5|;mb?S8lAJLMHeR=-OCQrOz z0+BK}9dP9^&%0HQd;ri61XIn)Dbkx}SAya-i^ngM zrS3=->D$~zG~8IP^IPqn?Po7JCuB0JUZ8Vxg)V-?Z6e~B z5n4z!^Ws3T%p?Nk-Q?V`=uRLVWGyx>s%sV2; zwZp@S{Y9u2$h>&9%4jW5=AlPnDm4&E;Bhb&f*{@t#rrnKTJOUtG!eDzx^}pI^i_Xh z$Cj09b=K5SEHjuf^rQV#+chT0X8VN)45A$L+;|^^^*(pX*c}QUwbdKn?dmV&#Bo3y zP>m6WgFZ&`*Y&YZ@SzO@HjwxMag!UC?Gv1p#;)|UeAypcO#<9_zberWvq31~I%Jcaop&pBz<%hY zpNo{92_XNBC{K3|ZvqIl&6~N>u(RC5Drl`z-#L{!ok5bg|B>>W&u3Iht&dE>2vIbP zti#6i@LbZkMb^M1n_qguKPx9KLtALdUkchmu!XH0PWIT$sdoCd%3w#g|532BG|JWt z)q4)1W_N_Z_O{<%$pH44mo7Y*o$$kTHwd7X--J?Y!=X#zyDpe@hwB&Ylf&$F`>CD+ z6-GLs4nn)D;rL8&iR8cp4wPeO!35|@AJK}>>%!HLV3d;8tI7w~Z<$s{oirr!vhS9< zHr%B%qSD7Y^of`6?-DSPvt1#UTpw1=abrnzIHBFBSqv9eIv8y3`JOrqm6YTc(v0KZ zfm((pS`!PM+8S_|4b-hWWW7;vDhiI{TqSlKh!=;?74gM4&Y_2qykb$K@DdV}3KQT* zbQs*|9{aBqsxb3wN>uKw$;d{ua1J6)6~R@rizF)Ee`eE>%SnubUZnGh0Z6x!qt4sM zHUe0taY_H~I{^@2^YN2Ij{_Q%cxz~kze7!_k3mearmWq5u01F46Ki22`d+PSV8Dy| zsj9fnE08pGXz`uoWpY0V14hix(v);5S0^z0p1sCt4Nu2{eShb&`s|og8sp zfs%)ss5T%lLmZ8elisP>)^wNj*G~EO+1Ye^XU)Df@~S>5(?s`XYRS5Ctm^OP99BNMRJ7I?%#KdZ6w zKSYI$NAv8OtCM^Cv7coc`D2&Yy=q~7`GqiCoIK|42e1IT{*RGd?|>7-{3cZyRFj_? zb93>NvLB3DhMPxK{f@LOzTyVgUa?n6q6tb}=UyXXq?}&^d)tlv(ri~v?bDA)ZQ$vI z^@M1j5P5Uc?Xh#gP)UxOJSsqT8WA!6szO0OSTpmb9_u`CSBkOmO7DHQFhc$ar|5Hw zva2v3`aa~kCt(A47Cqr-y#BG0<)Y<7j*#28{F z2tR@cYY9!(Lpdo^kIj>_Quw`8K2l2mU$AJBDgCsO(gX2rU#6;Laa=VUWdP~wS5N>G z)Zo7cwqxt~nKqgK&+p|0cUN4xbVRA?OyCS#VXdZ{VXJE4rN4VfnJB93QN}@k1d4_N z^OO&?tY{3y@<(IMY65kC&?(;6380S#RUO}$+`7*)!0x7rT?wZgLN zyI#~5q`GJ9`*xgQx(Dt%pA0L`DYhjhgFM2*eYM0oh5gO9s0P>n=(k*GBlaQS=GJdP zV@}X%hUIicssK%}4A^<-yE_};7Q;i1lkcxs;I`qclv4^kVCQ_^g`Vmp2mOF!A;e}^ zuysu<&ufuM)r0lR7cSq25&PF-uN3r&f-C_3t;jOFXngLWRtd2#wtASRsYw}0D2S3R zBSG|q!e^j)M*~`u_b7%W?qYkXtLED#xT(L5bGP!s5yt{bk1}?HBSS&Jd>8ca6q@mf zhGSISRfh!SPr5~}Yu+HSLU4IjnXsaKX(=gtbNBHA(=3IfVw+c|GiF7(sRaBBbCefp zC=CEBago^L0M=sRM^wGmZvhDbTb6VHfzlv_pOa^037^NOPfC745B5q5S{Uq0=~v0| znT&v@37bT%`>il4_mtP41guc0SEsw>{_(#jth{CJ5N11p4_2y!FxW*oGS((*1&0FK zVBe8laLM~#(lWt)aeW$-*Vp2ab=MEX~b{AhD*Dcszn zM^ktb6W+>n@F~djd(C=1znhcckep9x9Uv_ViHlSSAp6?o`hL2p?5G9-y0|{+K4<)s z(Hv)3&5;jGt{#)dE3un-?F2D?R1@!wTQ|k#yD*7>1;umS^nj@BJ4Ltv%(@YdlMfWV z!23V5jIcOqL5uv4=6Nv*x3RThsxsPa>YJ@)Ze5$&*P=mF3wP$}a$@wu@pWOZ$K z){o4RrS*U;ch^!64&aL~l??uI*xJTtX?BQ=i|@3=4jw!)pnyJNh~Sa^L?C!S{Dt20 zr;Psq)hY@pYpCov57I}{b{GiClGaHasZhqHv#V7J(UgixL%yT2vb@ZP=M@JB`yh{_ z%RFm-2lv5wc3BERIXd!*c6o5J&4>9EC^(n#G*~$bWJ|46k4_Z$yx(^(4&;tKj-;*z zbBgydyms0u#nA=v)=x5&OLX(q_p4rg2eyJ+z{MgVx^OQoLRk0VL{xk%Ov_2fCAs|uc){O%2cKp>f1ni9s&_HS~Y993^Awc&-UO7(6rrhqUwIPKe~fH(&6 zx@BI@;MsHN;w30tz>HN!{c>M$72w1d;eW4mLc19-yAo+EaC_o$$tWGN1AaW-fQXY} zrTt?n#M!Z!cJ!NqJ@O)IhEb(Oa_pW}5%DlYz5I`GN)Vt{e#!s~z~b^L1NQ5VG}|}HJ2kto zMiVT=cq!mn;{J*tF=sPWoE6?MQn#ieVTV>*!_mU8E4Zvkib7?i? z^>V_fsXX=DpkcgKf|ZkZ+pv*|sO_`w-xpSp4q2}^rb(`_@lp@tLrHynklJ5@2*a5= z`rnS-gWje}5-T@*d4PbD;y@ZT*K+Fi^Hx*6;F<+I8)z_M5>54OPQqPcMl36kF5!AG zvIgYklY(>GFJIzcAuaN+-Z;n(P`A>6_;AmswyLa>D&$R!k96>yQX%n>77=a}IR~Lk zB>Kx!V9^-6v}&itKp48&6(9D=y`nCxG+1?1<`?I z&>T7RVy&-hFca}qqcV>pY7fy;k$#(S9qMVyNPIt@O8)yMzmCo)6QKwn@{_#*!=ZiF z-8ZxLZf_8AOBH7_B6;ZElJCl#K4sss0`!vA-bzYYjJi0VN0r?3?D$A(ShDk@7EtET zRoW`An0N`$?J{hnY~}Yl*=gP-tQ?9YSOCPuKfYo0Q%uwqp~GAKa1iWMZ^F*E0l`Z2 zTcYI^<$DnEJp%VQvSx}@kx(cyzCKfN2$=yhI?u!C*?j*>V7j}oGVEiEJ9JO9W0O3T zNdK6z=tvirZ>4LI6LBP^pbZ-oAH3&K)D+5~1YQc#m9=kaO;7YlN#0Y9E?V$wKW2vzn3j{ zCSqXZZ9lo5(Z$T6C3&Meh}-t1Q~V#xiz`xGX-2do9h{1k*%CnftGv54+m_wI<_qt(zfX=R@?I8!egwIMp|nbTX20}47kf1=_cEJ<=)m+kzjTkt7M=8% z#@6Q!`$Ru-B^$PGy+4gl$Sj<&Dblspju6Zcy*-C zF{6_!qML9ooba12Rr6K7OEA1X_wgJDeUUg3ufdUntADzU=!EH^VP!xRdA06IhuQSd zAea1~KKJyuwy<#1oq5{0D{oEwx1retv9KA)kScF~n0$OrW2sMeR*SS)vXSa$2wj%t zw!mFp3MDUTzBB3K1`b>MXZgxu7WS$DluU@r;ir+c~BL9-? z32ZK%V_TyEY@hi~Vf9UGGe|biDaC!~N)mL)x(l?-Bnlo+bitUKRhmhE*&n%HoAZXO^Bg4SOP8pSHu60JEl+UeOvW*k|zQ_ z*QfA~n9M-a+i%e*Q>_{6_nqTX$(MDmhSs@73okWj`CyYg z#6D%x6+TE?7=ybnUm%I1MDs?cs1L=S3JPM0K`;$TlN5c#>34k@F;1`4O8qkTPr;MuRiLD208h^J$e=a>9B5jl~n(SxK>hD zoriXv)Vl?&82KJO>YiY)@$g5Brxxsj$FGAzXyn(GBhkf0TOI%b@U~I6(~-I(^sgb% zBF>cJku6dp5x+yumIS5P+d=W}5(D1jvOH3S)d2dms4Gz9OdbS{OlH#`7TM?mhWlvw3!wYhkvwoZ=~b~Q za}^2YgAHi4hgXU^=>E?Q*R&!fUNmWkr&-A3)g9}2=-!JS;lQu=?Lh4{K)@Ko@(MwX z&f(vcOH*kaPxTZ?b|Y6_laSK%rc;gHkwt3LCL9T@6^ksTmkr?BwI~|CZ9g3ZaUUR) z1oqp{@yCpsR909N z$mH4H{`}GEDi%L7m@6$19`XOt#-oujfKnpI76E zbV1}A2>WL(8y=7KTxC)Pbb(01&|H#|)YvubEhLXk2qBJmH(~aoiZ-pCfC>Qc&eNwj|+s()4tgt8^SHZLR+)pH#Q^pj7l>&Xf&-USjH)N0~y}V+71! zl?b+3AqO^wENkNHdEF1B{HFP*9lgcSur}RR`EX)FyPdwhtjGXj!ou}&Db!z3i2*C@ zm-IZ5#He@|Xo|pFnQ%_MUbQinKi<&cXYI;#TM;{$Tm47SFD1#r?|dkYTjf8VIbe^r z9n+ru$YEw`1AnHJvsN{6P{<8zq8jG%A-yKc@PJ%(t;=JJO@TH!ooDy-20cSHuA z{t+>X?hph;b1d|t&QmyB54mv}R&jnaX@f8v2KQ_p7l!xK#Tug=Uzp=E|pdCr0w0DI<4`=pN$&C zV@XzBZ7e;D$XKLh-H*1Cuz{1}>t^ucQqh3&1DR$xBldJB_W4?XZehP#4yz{azhoPO z>K@q&&(ipdPZ`$MWEj|uRe$v8`0O%L5`*fNKBKGcn2x$LPop+RBHGB1VPNM$VOkx} zLMxBETo%#Lb2U#>-^x&{d(y@ylq2F z+ulZ0K2#3{dL> zgCT7FN_Jeoj&OTExJ`-IIz#Cgi2k-^uX|!d8b)UKE2oX@xmAwby+QnpYKs{i^ajNKid~t+0Xz2MK2AD%ov94 zoM~eisFXyV7!m! zg~r|<>fSr3J!AB~47fuc$-uh0ZXI!w$=3*XR!3~gUe88ip=)Ga0OH>t-r+IWC4K$8 zWVHM#C5=2V)C+c5xH^E9$;po;^Thx;01h?vS<*1n9rA5HHz9I`Da-#9NUfPr12SCf zTL+(i{s`R?Am;-92<#3yK>&brzX>l>n`f!hf1%lU&C^pGl}xp9nrZ2Y^YY2sO}H^_ z;nYR!R(n<g3Pw5&JLYV9)Z&VJhsMGI3XLM=xaa{87 zQ6SCsDv-8IZg$dCQ|dI^Cs6*j9Xv$qU)@$qc%R8fO&JG{lqs!gh;^LjyxlI%L`-Ko zPkw$WWWDW3b>JB*PC{6yPY8P%q6#(k`u>3%fw;SzhLqq~V&OH8HuIXT3?|+5EIka3 z4C8XwsnBQQh&Mm3<$Ij{l_YVhFy6LS`e9@IZ_03EaU8Gd&iW#WP>L8DEmAb_!b*zmS&Hdk)X{ zi)2t>gL-#(5j>Xgu&(Ht_3W7)(xnIIA4pmFD4kV?1HW~XlCDD;q?feyVR2k;W^^R3 zqp#b3c%&}o*3NF>U2yEwmW@g3xk@Lu0mpbbf??*P7{j0!GTB(WKzo}w(V_2?IBt0Z z-N5x8K<&^NqAOchOoQLWti{k3Jz7Lx-00CrTomSayXk{b3^6x-zTT04iYdy+;=jgk zEiNjnbquiB4L50|LRC_L?vKjbc}PRDN`CF)6cx+=86+c!Ixv=MaK)1;1G!Qe3o%fa zO&L>p6AkQXU*&3hOM(DP&rfb?`{@en(JV2ghD52m!7#|ZwDoZO$6E|~6 zzrU1>PD$0!s8)A8>w?6<_txZCu=?Z=t#FmX?Q48`jt_|a%RR2B;W z0uG&CNukqj#;$j91ngD_z9|grOvX7noaK$NF*kje_2jr@a}TDvguM*#`9Ms6%Lday zn|Gq&zFO#m)53+=2AqL}Nae#A_OEv_`dgER6B6+9X7}-K*EYF$=r3Mc1Gj&NxYYdr zVznGv0PX1&ZDCm0wMbL8L1D11tp){`+t9)m7T{*8fBUWnyl&`!{Q9~oDNuR#rgC4LP!ge&Jp z@CFAtwT^02UzTnt+aVx0e+ZJ4(3C_rrJu%ab7ih?TUv^53~StC0U#fd{{+uH@C}QM z6|^ao8!~X?dsGV+wGBY6=bS;=<&ZYz_d63Y-J8_7v~PrSlIsgj!g@DZcCAW$laQvm zbloon+xadgv}^dS?+`zK-GBVJ%w=}05M?Fa1q`A;lSD8OMpVl5duH+~Q+t^E*K|Zm z`#~U37aMVGk$=|wt{N&_&PM2QTHQf{eZqyv6(z+_8ho<<<)w?rW~)vSZGa@3Kv-|9 z1H3%RrM$BxuDYfC?Y}BRaoc!T`ihzgXX3|jmzPqURpFS|Hjsd#o<%iQd@D$zq#>4`AwCRu}KDv%V%Sm9jl`2 z&o=v+jCWWpy9b9H-{nVi%Gmuv8zI)LJgonGk}{Z_{P(8kte3cAbwR^RniD~R+q)PWVNTb?=c{1B$kLz#O<$Ri@|S~|i1-!g!m za+$N5Jrf~9#?6=6D?X!6(t>f=oxyZDRG@}Y1$#QbyYb6H>*T?itJ597H{jn22KdnYBY4gG?T5! z#qXiTHHydD8y4;V!gt=cL2%43TXG+OC26`Aqh&z8xZ=+33{733%)T8vBQDwC^z?Xm(_2%g_GBO|M~kOc_?*pH--Edr)p-||9e zbAUj7Op0Osw0J=jw^qZ9f-NiW8YDnOu>~p`(k%eo`=DCB3mq6vo<%Wxo58!>E4EB9 zwG1uudhbn@b)ZD7ByA3|PeVFr!CbvH>Vwx)LNH3*{>g+eDLt5x=N)%qi|Vh~duxcm zDK6Pq?bWzTyUerMM7g1ytDkp@PslETncKmH&bkYEnNbhY{bSu%v1${0jIO8Q9&uyBvxZt zIo^*{@=GbjFK>IrBE$6}mye=q5@i0plZ2#G#Z=`#7irLkpIAyEMrR@O4#)(ivxfC( z4Q(^3VGU-{RS7e6HlBLK(C0G(+1sIT&rL=A%`M<%tyn;sIaZps<`C;*V5x~b-kdf- z#9G#8zx(8$+)Mh?wVEvNTSR`?-i124LCuqDg9|ieKOayZf`*gCu5M!MD&_5jYi*hC zdB^h}9Fsuz6-+KQm3BU$4`DhgT{m1GeIw`WPCR1tiO8_Uf2tJ10U>iv3zyVmNzW1# zVV5Uk@LD(_oQ+)N6S+qmub7H=}VrA-B2+s0|+`I~Sdc6r!u;9Y4uxcmQ{hrEG2HwumgLns5-H{ z9L78FFXwg9%hrB>xz3dx_yy<{Dn{dI>v5I%Wd}uf;H~YXXhlm<2b=QMeGy3EMe>RS zO9m+{L>vu%-%5Ac`u9p{9i-d*Inm~D4lnFg*vP_|5O}E9|7brwnO?;8EpGB}!nVnP zwP#a0ZS^L{XhEiI;^z+0cjx^Hq4tF_j)f!q{njmF8iUIM>Wb^lQQ zYm5J+(M>;ZLoR_$gzK@tPlqufylLmnt(9ool`mSkZk(R+{m}@M_8S>O-^CH!^)1V| z%d31J7GK0tMNSt;-Y^TQV@LV{JpOwD=bLTSVpzyw7$`Z9f*^QxVR#ZHd9Y?~ll`5m zN@QEd-~kaey7<2@ZlemBTR7f`jZ@I&_5*Q%x7&%7v8 zTQMQny6AXZ{?BvUJlVik4F=@p{ki$<1T2~9KXkB6A7&u%)mxfUyKFvRcBZz*Sce0S z`>wea1w^J|t4@lyZ`rVVvAn_8y-p{E4S9MMhHj8cX_5+7rA)?_@;uv$#y{IW$p{Py z%%(X2qqKkjVFNRb5`U3K-u)Z^`183lr;%MHm0GKAOZ^}SSq6`s$ z1K*s?O=PJg8z3y|wkh8G{QS?yWgXt7PpXo%P&tH_5TCZ>8#;&wQ@F(QsaJyN{V=x{;{ozqKDT=i~{u zw9B1TRmR)BZ{fuWu|L9$K&e4M7dUiiG|0jZN)F5tI1Ub8RR9pdbha+~-u7JoFAmVM ze?D|XwXgKNEKH`0?^zp+C_4OalB~3~a z?C*{&EPU%JBE7 z;^d|y)KyFq1(`agFMwaA(|4DXIYTQKSm@6R?HkkODCxqEwAKACZyD65EYM4?Qlzm0 z&gIZmB10En-wc@c=9615vd&p?HncC@6zV%ku;RHZw&`(N)+)(!k$~TbtHG5X3{hfAKY}upynCw?UmnKZ1i6w`b8iv5u>) zsV7s?gp4}EGyr-DOWC17;93g>B9pSv18U$Br2A-8yOJd-*n8u-jn~mW$5h#Vv z3C&%`aN{aR{1^5i)g{&6NC{pwH#- z-f)HOdj;K!59zqS%G|kihf=$!xzVHo3HMXh2L*%vP;4;KXQ~vHK4Yde?OuCkj#kOs9UZVU(~Kh* zoU}92)+x>VBn(eA(T&ILazW=X-Cw0fR!%0%4U6+cu6fN6EW=$HmZ!;Ukys8#<6q#W zx`rX~xk)$T7fEDxdwzBvl0&+r3>XgwTTc~yN z85P4#UfgH3L7Kr@Z9S{ZIYA%3j)5#b+*{|Ojm55#3Pnbw;pL}^mg-Tod0muG$~Zgg zc&2MF@AMb{1hB+WM)DixJ|CxZ@wo|&H)XUP0H$zCQ0Xq8WocZ-l-P5J4@w2hgaH2Y(oenGL`#%0SOPzNnLF%xtxb0R+5IuWbK&;2=LXiX+84)aQy=_g z8==z<2ZJTG%wjh_SGM3%-9cbF(Qke;m{+<2fIm^t?MEwjt`W}T%oV-|?c%}=-%yCz zEO_ZQ^du^8^F@2GIy?P*Efs{zSZQ4tSBb*A=98*8b;8Az1&LwMbS`EOToRP_+jbMj zD?(S;fZz3hU)M_>aohvtNV}m-G1wd+C?OAf3N@gTcN)Seh*WY7C`czwgms`tSxteq zB#XBZrqIJXNX+* z!bGnum4}9KIMXwhHLwN%xvSTY4-)qXMKN>{7^Q&jQnpzg~8&pPP3myup4V zEG$SidtD7t9{eYDR3@*vau<0M?r}VO2j-k*7$oPhZFkbKe(fK@T<~qzD~Y$cKFwj8 z5!Iy7sLvHiqT=8e-vIgN&at--yL^6oFAI%XG}joa`qq5cuPBOQJ=V)K`tHa)Kz?ra zW;4~!04i4(irQc*w#wMh$g84Jnqok_1ISP=_OVB3MP z^MybOx%qs7#*)>eYCrv51KX}FQuhf&Ct({n-b1YwSp!FDrBF(Z&ZY2f3CmTC&O@)F zA*|2E6h!~stxd~zG^y{?NI%6qV&Hamp>6)ZZ0{ArwbGKTRZD@vu41aMz$Q;Rw{&t@ z)|?qjVP9APmz&%HIJ1_IS&{tU91<@EcuLQ_yW3+DQb)&SIlhcm@g$JK*ke2^R!jhU z8$LI=ds6A;cg=!%lRM`}!R?kr6xWOn!wPcFbRDkA5X9>%b%t$R_!<&n#9JkkVNt=a z1^t9dL#;BgKA`$C@{zX;K@)A*niI*>R$}$DKMl>G39^TUthQO=THG)7zom<-(sE8; zaTo* z^6k#BBty)$Q(h}o6%P%-$t*_i_vpuZgvYXKKaj)u31U7|7MImLAec_@@%hpfHcPNQ ztvkRNKQ;BsZ*w4ybB_TS-yUD{cp(83M3|wMCXI~y*+q9Z}SS=<;j?)dY*h{uJ` zj_EdM;IrW8<~)#$cDAAWqJ;z;=lWrCq3WFZqn5dsq5sq*6H;ou&g!Ib2$tr$DF0D!rTMM)Ons%28{HI++^cMp6#FqCq)I(FzI+wMkkv<@I zQ7n)kd9Bhaf+7am3XW9ECs~8r!dT|4b>Z>52IYba%oZa%|0Nndq4$-w){*l$$Zoec zDs?aqLLXH6=J91c>%5U$^{Y9zsZFiDLn6vkYkYl=csmiX3MbI4mHBVjke(}ia-_QX zus+8f#42TEzeVLg(ODjYAvS2O1rRYCyX*%@`jfaC-$6;{mzp|a*5hzW<=c`=gLUJ=X@WXXf3r%TAk228}!(noPr#1XmHM;fL7gcRd zk#!2!Wygq#5=bcTM8RB#D$!}n$i7c*q#2-uLmp$^y!I6ifk72n^OqC(eROi&AR>E4 zad7MKOSBz38ebIQq)ya-`d}`cNi8WdbV5Zy&Tbdh1#izMJ)M1PBvY)sz7B0R;ZiHA z1}Lc*HRSkGYljOka$?0%Dqn@RPrMka#PzKi0P)`$fRsh}P%6}EC7Gr^ljTq4NbAMp zA1`al=XiK$RD$p#Z0gIi>nt`LX z-X(DtB2f5xJTRUI`z7(Hh-g77#9_S<{xJ9WQ-G>@Xt+THSOT<HMHw9U0lz4q8?}BqQ&Vb7sLa(ZFdP>6wqXYmv*|`?+#TP{7^&V`c))o6!g;< zb}2k@B*e}bX=AS1FGd!SHEd;4v;gK$LX$>Y(UWSp~LrM@UNf0w8TE=h8zI(7cj*ZA744f?y zTE8g)ZmQVTX*L9}OTh~wZl&5)-to$p3jqno$6+R?Yl29^khAT1WvZ(p?G ziJ)t1ci#8h&Wg~LTsG?Z5VN&4>ms98>5zUDCjzCi@M#yto|3+U>+2^2fLvHpaneVF zC+J)ySm+@FF-z}hWOz);k_4s))gu}W1n4%+HrSU#YJU`4F}kDqTW=%v>`NI^qp*&n zD^0EO-(+muPOtq|&eF;4@5=&ctHNQ##Rx$6A9dwj>?7;2FhHe1K$#V+hZYaO{Po%b zjb&I`b5|f^>^K(6qQet~v7Twa0IMMP?!>bDyB#jWl;6$qk!xAVCm#R zkTs5oSs507kjYTUF*ruRH==AANZZha8kCYtvf3RcHOh&K=zUdDMwkw(24$@Td)Jxk zIIsHR0ZXqTx7u-b`*Gph4%L3#isOM$(;dGZ(Mi45JYCM7Rg{WFJA2C_b1C3tQNH3L zes$n+qz&>6+c>r~FI??naoXOAqY6=$xRp{Wg%FIFD|`d+QF#0~55m~|;eFJ3SZ?t* z017@(a2yC=1!sYi;Tm2uut-1ePq3)%SYw9dO_olZoOdqz7NnR#W^CBq{WEr7efofo zU_$jCV(u5m4B(@tj0!v1LP%LIJe{5Iv)Vw2+-pc4WqS$3bWi3l6J#cHfmomH%h1A1 z#$Pa6oL7NO+5xv3oq-u^{kSp?XgS|_4eba8a)P9eq#fssQ#QecD! z%qY}m7$Ku6LP|-Qc~Rye9&$^p(%<=$AzIKSU)`($i$>A@u@8q?r30HW(yqQUBmZLE zY2LEsb-jDf-jrl?5jp zJ>Umfs~6~;Pt%-jgcuPMW(nZ7Y-HN-DQ)&Tvk)IqNmr^y7n@_d3;{Ia^G?`{`TzTw zr*?(;uXd=b!thYRkdSZel#Cy_2RRADAKgAcrKT+>$feN%Pww~$3w#f7sCf{B;)oOJ z$Lp?MeyuVsp%N{Gz+g_LlsAexgqa$JYZqqKg zN!?+uA@y;r5f_`fKWSf{=x;N;gGRu4FbDfRmw4ROkI*O?F zn*_nZE1`QioPRHh#vi<&O79C!z08)jWDLplSf5|%)fQ<0!eFp-YLg9%{A!G)F((U_ zK!&lr6h@9ys_2mRTJanY_~zL$U|)mH)|pV%?T!jz?C{<-(FpSXP*GPrSQQNi#E&;k zPCKhrQe2FCw_@#Q9~+P-P(0&nk9|~j*IMPQ^lPgp^)SX4U+Tt?&{a=VpZ5|Z>VY}V z!?wi0vlEr?R=HsHRm~pDX4h$*^`j}(eSPr)c!nHH-FvTWvJE*h^hqiG>GRHHw3%sP zx`T0Ot7vq_l}%@zAb50MWl&GMObGMcAr;T5Z&8QZ2cAVRzdfd&JG{Wo8wg`Gohs`?Cx&`uStr^#=rTJbNb=nJUY8iUul7^!8}gRjGdADb7ow zl)yAd?(X7AXqlscp4HBBf;pmkEA>wu(VQW9qX~_=?Cw?tugeEYlYKZ+ZUJ>vheRhw zs5(|m8+BU`xdMIKRhD5PnEJazt*d<{V^#ThxcM%GkF(Cw<`5a=9Q%_i^%le}7UEE1 z7|3zE#Sm{@&Q%UX>gp+8L|m{4dge{3I0yEGdcg#tow7R*n!{qfN*o`O+Qr<+wuS`o ztiZZ&t$y@mSmFB62QBjbf;r-iySu?F16_)}x)emSLXA(A-vS;m%Ij*cE!Q9J0w3wI z{cI^TLyZqGeTdDv>DOZD*H_Gx##tYGPXIKJ$BsZRaq)ti_Tb}Ltf`odSF8qhjmFQppGcDFZ}>mf%gCxMx*!!%14?0L2hhF>>m+7A2nOb;y0pS)FYM?OwS9lk_!z$JL z3qwP-lU7fgXGC3slz{j#7;zL!Ot?qz!!QMoZ0>~vm_Obu;^#~k{`j_*CA;cA%v z7<337pmvMcS3^ffae;442(h!i-VSJkcOwEgY>Bs%(wJrMkKRnT64cZ{m|a8rf^{T* z&pgB965Yqv8p{2S55@BmZZi32?doj|R|Nh>`_nQQ%(9b}{$AhHI%ns!HG818*8xuN zVhiqB(*y_+G5?Ru%Bq#wz*PKrJ)f``=EV&1cyS>DzhJ>;S$YoND&2-{n9T49HC-Gj zDMuZ&iZ2}bKD}?D2OCm__{9@jKO2f1$jSl2%=wV`_3dqqu zMvhcVJkgI8_ADk+9KtG3dRf~z zNQmlvJXx*CKIJ=F5PDPE$oeY~j$u8t|0uSmLDbq+Le{$x97c zm{|->Ybqki&~l9)qL+TdU?1nwGDS&YPg}Y{g|B%#2-c(iMFq1{o-)#C4V`e+h_^q@ z4ZxuRBXdGLEZBT}PoDU#N}$&QX1v0)yC7wccQ102g*+KQZ8?X2WFYX4{d~@m1|rO& zv+TYVXfMF90f)J#Wpq;Ooz}`Cr9$I=xAXfJgVWNTBr&CLoVO8+HGERM`-SQcm3l3K z>OkQ6OhA68?Y3t4s;l`aa5Nw;XTT%`L(*(bqYCO^7m)Up)}@`J6pEfo#B(3sHJ%oy zyexOm&mD40uZ}s=>98}c`n8j+a_EI)i$B^uPY$ed(b7;iF0)lhuwy$$hKU=@&8J;Q zTk*1UcPMEV*YqsA&O#HpmSmz&VQx6W_}HZI!wuPo7B{nhq*LMei1-w!$_Pcj z5YfP^laDa z7?)<8TsQEYNbB0@651ecpRrkzSpFLCU`$myFa=t*9A={tiB&CLsSpTmSqVz9oJ||?*I}l zgSwvz<#|)yCrF2Ad$R?hZ%5VXL+(|mdZD;&`5~DOl%UO277&4@?f7Lz+Knn4yLTJO^o-z2qMMQmW9x%wa_!Ou($F&|!qF5*pZU3>%D#O|#o9 zs~#dYNE7iiubx4f5I|oj!4=LWswZkwWMX7e5}D2@Kz@wgN*2KBc4vXgiTPV)hNa!=5uS=5d?JhT{=8nn*2WMa*PZ_@7`!6&SB>b$l$=O0G;q+Wt) z6czMvsPLR1h-D<~IOHA7&r6!NB8nl=I(}m(9c@}RyBSg>dfM9oru1PCzO)J!ug-Nt zYJYaJN~S}=iu?7kXw&iDAIbn!`H-*)CD@S&Lyv(QVtK$M8C>w8%ZSoUlQ4z%YU4U* zCNg}-`W8$b89-&~ZFc1*{0UAO(rXYwfZ6N0?ZVN@5h#z5b((J@VdRAIfuwY|z1PuL zc^f-0+TSp*`Fpn1R6b)JvYX|D`<9--*J!%I%_Nj&Hh^a)x#8Gs>X@Dv2@XE4ZAWVm z!4SdXt%vPN{>sLD%(?VB)B2AilQ#vpo=Hs(hmN{0%&{-xg)0{PjvUw>lN(;-X_xv{ zJbkw+L`MaEQ)7|np{Tz4@FtuA7WCyz|mmdUS6J1btY+LRTH zv58Ax?&^3-vC_o@aUlvGOaj5@v@T5y&`4+YQZ$lHO#fRp>Nn8f9%eIefrfZ%16})g*4V z*_5~C!@*BDbDs9XrA)mJwfGmE$_zLg5;7t2q2MqykzysKZgDLMs|7I+NXawALwH3bBFpj+OUklGkk!M z`TsWv5ZZ@ZLad>yQe2J8bNCctg)n9XgfG_w4hsMbLqlAzCW{j06xi1$JE#c+;(`}a z_vh8|Z2_y+48P6Oys}*#0Q_75PrxpTEY`UdgwC*13h~UV>|c>(M7TK*u>F!$IDMSa zi8?k)22YHnsfh>LgD@}9bd36w^Ytl0-zhL$D%nw(buZIN4FLX>hOIh9BrX}K|E3vW z_7@=mR75X539z+E{R$xUQ0Fytlc8j&4@iphIimqX0_TU#v=m$01O3(hc2WBrtSxpl z{N9F6Xiv}IWXXQEyX&8TZeD9*#@RxMojY|PKIdsDcF2iCff_VsT>||>U>fcyJxKgd zkG1KHIL?o+yLe2*3Lh`W&i#Av6?@-R=qmHRXCsWHvxMZ(t%()G zy_UgVC%(AB01VDHLH2&c<{FuWn*AVo@*6o>5!v@Cay*-&#PkU!Bt$e<0$SxH0r%ee z+!}x5O#)0-I+jl{O$Le4pgC5_%4v7*mb?_Ry)j;|;hvxn0OE8>awL|ulWpy%el=D9 zG=)CSULPx_??@u<%GN~f|LxCbHEk_HfK}iU*36}xuM3G%v7TUo6M;Q~$Kp?t%=k!p z=j|0On@jj;#q;ms{KBg-su8EoHgYRI)n+-6qpA8c+DYKCS|FIad6tt$NTPUu@bt+jU?VH%yd zA?yJi)opt5JYC4$E9!9Kpm%fRkO>kQ4Ug#<6hrd>?~I${Up{oxWA7{-!K&HpDOJ&o zdy9A;gign_F5^>Y8~{bnz}bXI+psB^d;uKai>N9FCilmghPk;C^*Tjw$#BU=IY5CdfCCML4S`;sTMm88Oq^ zsDlDE!VLQmm*jvYY$&rsofL{ALqr%0?Y~HMFcu!+ZtEVP66#&W zHoN1>D80^M64Sr}>Eb!7l5_Zz{f)3tN0j};#mWzgM>MJClsr5%&-J7Ub~ZnpNrbFKBk z1-6qZ)X!MeNL-+_353oQ{p?JQqyX(>li#KBsTJ=p-*8>DfdHw>4F)c4+N8T#l}`bp z^F@&D{}5}EJ9)bvAN>*W44^Oakgw{-DuwK-xDmxVB?gAx??B12)|su3Pyr47og}qD9G}Q%AacdG8M#FH1tmocg!z znaO04KPQ&w0|_6bFHnoRuqnwx>Mn~{LDM9OHB2C(Zqb7Jj4*pVidXZejamAfizS*{ z`@p*}GA15ai+y?a7AgA1YmP!o%LrkSKi&QDBEDm|<*U|h>?=;=x+!l`58(NS7dhA0 z>EL_((TSGJg#lyxT}O9qLo3u#YuJfJGk6QAoPrK={2XSAT@SM9mawa7LCQG`e6gTZ zslZ%H9y6_2CY7BYP+SAb$D$B@J@V#K5;@7D)*&|{?uFcRRVk2Kx zqn%(RZmdDcUaQMZm=aA|74C>io4>Gb)8>Nx7ia0y%*PJ;-00U^l;VB?nV{L4q1Ebk z1&ik{HL#$tsnjDzY!`fj%@%#h+nip1V@Rzzc-amH?+hQL03bpT%aI&baBS0BwtJPj z`0l&Gc*f-g?g)co(s3R7>k7$=Nfr$wKEQ-!*q8AD{PbG;)DWc7hW&$R9JFnnm|if2 zR?xUBq_>io3h0nbm5e;9F)la7Crn_m?KaMveZ-%Cc2{fpuvc=lU(jd7G4bb8bDj4D zeiu;#vB-b3zn(~)ovPp>eH~Trj0^{Ftjesx3s4JAwTpl3#_POdJo#|Zx@`P2z-6Nu z^%$B({a~n`iXWEiy-Ny}U<{n60KHRG7gYo3>mVQb#{Y7 z`lleF(Amaf;a+)I6IvPaVjd>DR<|(Z=y|Ob?oWd+viNrgM2bzJVC)=x5>(qpCX zaB(ZeOC?AtIkYsO9yj6aM;gr}sBkiX=P~K3i_;+g@V3DfJo1LFn$T|U3K2>E{2p#r zyvX^28ze&xdmiE}2zMe9o8@m<#xg=w`*UQAg5 z{E0lMypb((5g4Fs?vU?nvjG8~nt#IJ@Z~zJGK>`*zr;)IUIU24hq5RGv~zt@pa(kxQGhNE zDd#-G_dL$I{{Ve0T!>OrC*8wL`NUW+uxSn!OYY7LA`b>_tH%?wQ(&WWubB`#Mfqc5 zrlh#%Jb+=>zixTFW(4FIAAC2*JRLV9vatqv4VZv4XbxJ!|Dn8gUe#NNT}-?E#SjQs zPG36jWc$ELXo~~L*ZnSs>Sh}tedU3_7*Dqv9UKOwcx{i5ctx$&6GHw6X?Um~toQ%S zdzwhFa>Rpu_jJk)!AVSwcws?I23e98vtzSHDGG`h*A9u?%@9ooGdICf{1 z*GtIenMSq6^H!hlwWOcyk|GHG#jK6B4Lc&Yg>Kft=d=98t@0wohG7?w<}x^ zJUR`tbh~J*hDm_O*dBnAgnQM?#mk25r>>WH(`-uR(FEnGu-DhNwX`$!e3*nUa!x@e8thW8bu-C77D_b5l8^B- zi+n!2hV4C2jQT|TRZ;{9QD5dZi+j-ww~~98wB`}0Up|uV+rs7wn=q`56ov6-2M7f> z>u-$|AIAQDQ8b-iF)Zo!6HSAFO}X`oxNE&dYS{T#E02iKF+s-Xg{nYru)d6W1K^H> zI7??ETmud*ExPBUFDhGdPul#L;{fw%JV*cOZlvWh+ah-7J>(zbQ!6wOmfRO#MVva$l zCOsaDDTh+W;`Ld-qZu~&@!N|+&O{$YB!V?chZe2NpLKNNXC-wC)cTf^&m=Gw1Dl_| zwHQbGLk~)rqxM`UM|Q(h%^N3gkFP<5Ny*(H4aJ90zW0Bdgg}me&f(y`NE^{I)^}#( z&FtK?BM1NRG9dfkrCM2pERIq`ktOZD$hs>=GV5CnV57BsOd?i(bar@LE~u&dXnNni zsP}#3sH|yyp+H89Ql`VeC0G_4U2eAGft8a$r%L%1<5n&@_z91@Da)ozUa5l6jgdF! z;3m>D7~-hj>WG&jLcFjt$KU~;ZyEduFx4i0w2o1k&}p3+Wj5M+XQ7-AI}w&Sz5d-q zE2@XVx5!c%G9*tfJc7Z2RExj7FI)th$l(RV1a=@%|FuJNQa?a61#m5{F%5grzQeCt zr8`Rp_2X-++4;dmt3T+~}9BB2tb#5KQsEdI5zN`$r}`$z`PI|1+9O_2tk}(|n7k6t9KL;!t7q=H1T~ ze$m_h<-T4yZ%)Z6*_qj`G8VuEg;!Xhw;zhB08?+xUkAMMN@8n0S^rH%9Qtu z^F7p&<*dTItD>HI>vd}fMpk-h>0Fsn;{u>0*x5giK{Cdllyc0JamH>$&&9ICfp^4v zOJgcc_-1z%vB%l(UN5Rh)I(vK62TaKap>g2kjMkr9Q_w1(21+{Ry@K1K%9gCX`9ib z8B^tz4Db+Ami$y`pQE?am%s1J2*51tC=jn0gfBsdh##~2Z*myYn4sX)h{zgmsAqm! zv4+@UX;^F)by0;@*|OMX^_A=H6U(Pz=yZ@0aUX%jl*2x7NX=oR^fM(U|0~pZa&j4D z`X5;%8=Xvl3o%RSuXX8!9CTnkVm6toBhW;vxdoK(7%R7(`uLF_Ap>aErJC2q+g7Hv zZrGdt_!s$elh*PslG0yUqggYXdJ^GAiL-s!Y-T%K{-9Fbi7S3bKV!W4!F?;qsSYQm z9{r#PEp$_1elAKv1)qWNngS=bt3&?c7;7W$%h1ot8dZWSU?`pI0^(Ta8p8z!)!8Xw zrBc#f_R9fq?3S}(v1`r{?%F||?9V#_-szD&i0-VE3egM^@IkbYXduS1%(hkXoC%&| zH*17eH-k!Vwfy+VGoYNH4N)dFMrC-%g;S!rqCnmqMN#Kt>~21vcLfxIT1kG$+{|w} z*&JjyKHW>DTeRguGhI-e#JD`P$Xu~yY(=cb3-y**iNt0$T=^R&NcUWdrVoMU!$l&k zWh||bWHK+c(ry`ldY$zgWxpCzHN_%T;3w^SB8z!EpL0(LGMd3r=kI7=Syc&kOZ+En zZ!{=eV@T{*tzZpa>E6O9{j$f`t$u!NmlB2y_FZ%0dI;mbx2ubCJMewyfz-E7%)Ti+ zo!W?AvHK`0pO0-463gWZ;|dc^1Y8M1maR?B^WfRVn~tt>nq$`NnuLKO*g}Rcb6CZkvdiBoseiF zV*_*|aj;VJd(_Fpf$=^!3pv;Z5t9Tc5Eo>Yhbc>}=DIvU+=4FWb}T?eJ56I+Mmair zTSJqKb8|sJru2zjmCI>3hy%SbJ{i&_fia;5?7^oI)~vON^k#MQ0{7jF{6cpNKwshQ z27?;%gt@!u9%TITFvjdshnx_vpd%8Z=Kz>#FdaymQC-V~(BXvP`&`V*(W6#!27BRps!(U9=+pN*kE+IbrwWHW7042Z_rm z*mX@}-NG6hb?ey{cg6cs;100lX_17~`7mzwEgD@Q*RVl{ZW8@qmE>ZMeAc*hE;%Jp zqF6!D?@1S6p91-DJE#R^*7dmlnv0|g9RpqDS;GDhPG;0o*89kgUJK=opbd5G0^~GT zM5ge$`-SwxTQk~YFdgNB#3B&aHU8Dv@6w9`(MUsPY+Q-SwN?z;7=!%~VYD zLiCNGr~MXp%eYd`L~l?^l_jCJUJUgxk=d=r3|GBM9jy~OmKqp2{q>E1l9lc}bxt~lFFzz34@rQC zbsWP26mt%1?#dY{tw>WWf(9g8xH>#v{+y-1Dj8RHyropCLRS_&n~p4I}jv$0g@ zbV>5Qnc4t1EZf_s3!{il1*T9zI)rhD8lCLhON5rol7 zxtCtBimXBC6BkC89qkPt4?n&!_LsCrk8H14Wv;!=GW2dVYZ`L&*o2tZ_UwU_Gfq{#QH+I zuA^hqWP7t4`?)iH|6}Nu#e55^`A09Gao<_()z>>CWVs!%<5UF z&F85>i&3OUonZODwmdOC+uUV>M+Da`JixN~?=7Mc9cB4MRb@{-81^6r^&wZw%C>BT zK6p?Zo_VQvv9E*BZj699h{uApPsNX)pZs%Zt=;0ER0F)vGA}ILD@z3lMo+G2-1B9^Vj`@(lPUo$Bm0*i02|y#Fkou}4Y@o_^gBF0hT~ zzja9A%u5LK$&CP>vBfcR{LQQ3dg3e8-fH?&iO}H2!&RClZ4^l)%*-=vCx7M>le%E+ zQ|>Q2`t!|A;#v*Wh21HNutv9A##Vvp`(*?w|BjH#R2^DI?vPGiGQVhTf@nzgiu9R| zYMe{&j)ZQ0=4XG9KXo(=_?7n>4&Zli(8NHbu(hPVMWXtvV`Jl#DC?w~D?;2Ft76sq zJWFEw5=RCsBW-HGEV@9FmqSi^@)1Uu8kBgf=(pEXSZSTAGJ#w#B_?FUW;wF=|durBouJ9+tlWk2VB@O^b1P7X1!i zH!$6T9hZ*S`P73)@6usQbAm1qI{o3B4X9Lt$qz<{*K~$d*ZNw#CWV(rxrVlQR zVSyrF$L#@TGwKNLI9O0*pXTLp0N9S;c-u+~n{-X{JztD1JzP7XV$#krSSD^2&U*xq z@B1luY727@gHM*8^>MJ_i#w>}zaL7``LhCYRX^yo0%Td4#gVKK^&D@I~`)a>1<5-cxXUv=Kl>^TMnU5nne8yk+j^qZ#9z^p>c$u|2VUgUanELhasQJ}PM`WqHiScX_OXS|i ztB)3XEL}+6jj8Y|I+E(Qm2LrCu%AtnK3EX>o&ikYyj}L)v^|en)G}^KW1~N4CVoY& znwfPJtRuboWuCkt7TvGW3R3F`Q%-+O;HbN?{S$8PESTkTqN$$BAe?8c1?}Fc^B~;9 z;~M3LJQ~b_>^2aW8HSjPODrFc;ANs+0O$)>ST>#qj`*_56Dr@nqWBypV?Rf1fm2MV;cc}%s&daV6y-<(wYeW6R!`@OqpmTy6Z+_xPzbI&0Py653D=E#DZ(b^T52$G5%A%FZYk7N|Y?kqm2x^4y4X3pR07pQ$zjIeuhYGdW=>#|J0wzoDiOT#BwhDwIxbEbTAt}xfz|m8O_b;C2IVT`{oe2OyTC-Z(f8|dWIz5@w_8S??!^r3MWMp?*ulFW0`NN2` z_}mVy9~j+{8&HU|p=@}f=%-t4KID-9?%^>^47*~W1wRgz(*U@Yl`W#8(cWBwk;faPy5z(!1&eUw_@zxdReO---p6zKnw|Imbrf0^hQ|tH)5Ok<$!G6eT z#;*_kQIYTc8F9w%&?=7$vo_5dLC4UxT_|Pnfd3D6Wcn5b`wcZk=Am6;L=O(qpvum+ zhlFw%i#w)?Lweaz6g%Mn!r%0nhNgwcZyCmOYPK-Cu)u> zrVEIXB!7DXtd*1f*c#)3gYyYIe7n@!G zMoir7IqtabCmG^ajs($F`2}!NlKsCgbo~J?7j}kVZCgw@D1&rnu#}x``ezp2Aq_RS z$BUTzN*d0?rm9OCE+NuD(blM+` z?=O1ahGfyXL7X(U+0c|%%H2~}kp#eEx6Bf=;SkPiz|Y|VB*5n?1P-rxHngThZ#UlG zNhNcK@bdn*lew43{F8+3dMEGR+~DHSIQzb%{+HalOS1q|>-#{%<1k$TlfhlvyQOzR z-g$89a`v<5zmi?`?>ZN_I$0VK|4sQd#sRd}ZR)L;3s;qgoa$GYN>XTL<7QBA6QWdI@Ue z*B6fRUe0<5F@FjTXEQD!XS4KVb`y&asj;8eUHjWT{tGa&BiNPc_SuoAW^phR26Ul0 zuf7o#U5Y(0l>B2a2jY~(f}}LH)Tgfz*5b=dJRtb$$^HTj0TsA2mOPox@cft`6a+wE zwYoWI2swx?)in`4oU}T{bI!y8m*wRd;hxOEjPgKLrV&Z+XFCSwbPo|BA@*2d=Djro z9$al^%rztc_RPp-%)BpAgxMdUpAJ037oAXq?y;CaRr8w3bRaU(4+NQz-zBo;SfrT7 z5Xne}Si%`J^zjb!5@{3MH!SbjKSxzquSNbmt-52U3bjv|pcE7H-IaN(q5<*zM*>z`&j`WcxaFw|?lY#VO?YV(aB_gq zV5)Hyjnp{LE9Tn<#-Y{$!RAVm)VY?)ij+k$7Z5lb-+DW-i(@T!kqk6+|tt=Nh{j?`YOu^uQtJ zH-=1l-6Kb8Muy?pF0_2t4?YO~5H6S=YK!j($RXRe`9O!emY8fwD(vbr~Ps z)7BotpJG#t47FA39}t;=RAxZbxxN441M+6(7EqsrnY{4oe7f0Fd`%kxD5EOY+LbJY zD?Sbo+G>jGQxo5AE^s4TQ~BMQvl>)?oaSUL&@~Dp<%(++7UC4!m4plMJl_85|r-muI>6aaplMS!z^fM_@^=@C~w1VqaTsu0H zOTCf*b{=8BBeT}y96^tj?EGDQR0u6%jSKP8tlrNYXT3x8b8Zr51dfZqyMBI?*z`Xi zw*^JcQ*;N5MLqRPJZCJ@YS8UeA<>a)VZnY>nWgGMUnh5wLrCQOe~7{JsUU^H=)XY2 zrk*Jl+84rUYf+r& zkQpS-FXdc3F`1#)Qd$ok72H4VEhdK*Z4r9M4EuH76>;Zkd z%W6OfZ9}hE-0FsYnaPAU#(F5bAjev%cndYES@BZ;iPND-ds;ixddix|WG?zVO^sfA z=qCS7+EZYv@IyR_IqQ{67F>FEs89mr#2VQTrSUOU{-=HQ3yn@bj`m4Gx@>N&y~Ewi zr3t9LOd`pBYxM#DQtX=Sh_HwJrgGsJzSq7I$13J$qi0ibcj+pH_QHZy1^KK(R|{-G zUnWh8WV3OZ@GOGz0w=J$akm!Q3Xw16z%Y*9->YMTdfe8FvNbl4^n#_4WRo?cZk6oF zo_RKtN3aW?g3)UZh=}Ysn#>^(>4_Fuyzs2o zgue{YC9)`bB8V)X>?jUdUtiDLxs;lA_oLeDbvHZmNb}&EM-%PIsNv9&NF{8Ln<4$k zglB@WPy-JNBqhEL*!XG3Q_vmi)Z}-z3V36NTW71v3H8Y7phSOK{*d0%fnm>fkWF5c zaQ8|4B35;BLZ2X-`ff@c3)c-htq0`?K7$ORQTSHh?Fu!Yzk}6i=F)Ldb)rt&a6WGoRVzL9;|bsxkD;*`Lamt)WTDo1imqV753t>M)u4 zLS_c+zmVCqe&aW>N?jtrRGNB82isU4_DI5Lc}%S+5M_3~W>)s1c6kS}B?D}s2>zw(X_>U_1>y1WKh%(cZg&D}Srl%8ZC6SzDG{^QvCL=+ z*rw>HMYLiJyxAHDX}63(F)ACW9z=r8+UYDF-#?{$G4Mo#j%Oc z)zV;eHeU)z=+nDBiPDR@^e|K+0R7P!Fj?eB>~Te!RL@1Q@8F5KndZ9XnxXpQ zZ-{O<8!4;?QMX6e9j$16x-M~1fmB%7hwEv8V%qrH;JSi3#C_gU@1#lcTa;&yGd@C` zShf~x7;O~A6SY~l#6JxR=OJ&%^RrdJoh{OG zN2_?c?@zn`6~hU5)P*N304LQxF#$qd`shLyQzO@xwHy>lEZFj4xjd$&i#h>1CZN`k zWVl+S-cFRSN@cR(1Fx|C`U~7Pcf^Iy8^ayCr#=P)1)ea7+M5R6U_B>t{%)1C_e$#C z%DxJj;PM}L(^^{Z}yHGDyR>dQAc#sHq(c8 z`3BzCMhOpM1p{jy{W$dA;1%P55D!%qh5LI;=celb`S$1{g;BEk8e^o~U=@Qz=h?_GXHT?pKkTSPaPcv6YLK=1Hf%HA)W*@lIlFae%qq~Lmj5<&;PN-a#DG~Yn>(H#W{1J!a8gJ3knG<%Hi!F*Ac!tHVEJd({P zHl_{{4_F_YrHs0s;1MbN(s_1PRdU8R1Z|s%DYbJ$O!jRgZPiLNSHhAOu5~Gw(4Cu? zF?f(M=i{EbKH<_Q_A?crw?JkTlza0RvG&hk}6C*kfcPj)9HnFGc&YMLr|1K+VSLpNFXyiMCqAgJ{z( zrK|=NkU#6J0;#N@^69BoW|{Aj`&^u}(+O1=)_@aR7Yebb$2O2r^5;+D;aFJ>3?_N3 zsAo0E=e4jRfp^N1KqNFeC|x9r7(PB5x5OIqQFQ`Pq-EN~xO~J*LMa3hw;(vJuyH!{ zr@DoX3JU8ku2~9$#|~D*l`eAL5^5wLW-9#7rlJcs+s4Az?8GD}8WL>4#>_GBs>bE4 zKRThDkGn+Z4F|aDZ8_6qoz|u~R$6u06oK$F>XTTOgM$zZ;)SMt7dk~VGe%XJ-*pLt z90f#UJq@`_dO`4A?L~QIYd7ZgK_v6?)&I|&X=nC4W~6NfRQ1z2f{6_w;*ITyPoa@o z-~4U4xbKRuqB4WN!A7m^nBJE#fC#{?X7{G9a{nNdcR=+1E9aU&6?mo84~62r$;5j` zE;3m!nW%?sWHwT4TjElhS)*or=JU__hr|`OAnYIuQ~V7+QsSHBj|W-3;V*w1?s>n1 zF=8JPY2^^z9NBeEwPp#i)^?@dJKjIe`m|ny+c-$i7o`8>JN@Qb$ewZOi37|h#2Y3sug0?@CK3UV5{c6S zlMjch6Q6c!joH>Ss`?{cEG_wBc`mqVOPUC0S0eRE_batGw@HTaBPnbRZvXTPe?ou1 zXZ6;mPuI218wKuPnBt8A4BWHkY&}=I-%@V*0!zkz~$XyyvrI+H~Uy zKVoOsMuKMifynfl`PC_;jRE_uSyy|jL*sm65`o?fwRbGTs0#_NSQc1?l~z@_9$iSY zTZ}DgO>ba;5($FhK;yElA61XfymsZ(*QLyd_>|%_5rJ_B)2Eo@(4&SX&O#n7(N256Z?Ng$4W=Yp>)~?@jK#|-Phu){CCw`!u^F`eqCVtqIhz7VG{v4R!quDrlk@G}Jo z5Fge>sC?0l?zjlGtJl<$#(Vp_!;?~T$<{)aM93G|hC1)*Z)o>G?r>q(5aE0NXg#s= zX}p$ivB(sL+Hb(wa7g#{wf&iJm-Skhj?qCu_+=GY>~6!%GJ=iAPiblA3XY2q(hEpt zuD{)kBp2xaxg|xs5epIz29$(w*$Ld@*9n(XXbW-41;)MQi^uCm9Ob?6sIg3sf%i#Q zz%2@>V@8jRq*25x;T}SXFPG>GPxUmAL1cn0$}$R;(%9?(YRz1KL8f~Cw|j=w@aTs+ zlp9oM^PtufAD0{GL_h@UeorH%rql18*OS^11Ia$nEBDAbKm}hfeo>Q|RrqKlFo>*K zerrC~_dnV9ItNSn*We~o#d+lO@_De;dJ31L|XPpFNR zz(TK!u26tFTCukf6UY2)(>hR2uP^|}(TgXu<(m;yM;=}h>^CC){w;*)c4hF~Tr|_k zmya6T2JXSDM-&gd>$o_I_*Znz{!y4~(%ggHcA|;zjHppY*vq0BSo$BZ(q6IWOm36! z`F0@3I*$D63)@vTL+v70s0ZQMMdrqGUv_4QHryLQ!X%Dh3GPcacIL$#Y7h`Ei))L^ zEzQHAVI(Oh=PwuJoE+N?8tW*z-XyE&S$$vwWRN31b>qg^+3fC$9BVeBZl*N+cmf^m zq7|VG*T;AW9V;JE5%*veI|xr7Kfd10-j*POyMt1h1&I0__y4yJI zFIfW3%0^q`L;l>m@YcMti&g0#B@bUz^ zaBoZyzZu;@v7PBd!NHi6h*zr6$!azlb{f6bH_o+p7JS6%j(W^**Aw)~ zcqTl|7T>ct9%{zdP*_B|<7(sPbLn#fnV%Z~kf_iyU7 z0OqvNBW(Y2niQPe6;qsw;O3nTcI_>MzrTJlNJHs?QL~qZejy-!Du@VZpFAk7CN)Y* z)~qMsLV(W0a&U!o2n=DYu1FXm)w-sSk+1yvLpO-lT{r>vX06u7kk&}%1JjIG%N-#} zZE<m0m=+6hvI2(YyCFf7gcO|Jj|LiWr2U4{EYwd{7p@OidF@Dh_cF_jk>@;!6JIwv?a$29YM^SwC- zh=&}z+RM2EOaIK}3-$qmR&u!6WbP}%sXU$NQCrkp@Xx49;O@zb?1;SHMMRl>WuWuc2$-geT zX>Bc~c#-?HqXq@CQxhy|6z5#A7P{iG{(=v2m&#iPE4O{XUt)3gfs zd5%sDg7nm80Ky1)fH0j~jaf$;HBWx3h+m0l??x22I{SN;&v?+l^1_?AOz)Ln(^5TT zpZt<5q^sr4q8G=meuq0>F!OdaT40JBY11~wb*^ICTyZ&JXWm?JM7|$UiqopL`stHhJ+VRP^I&d+p(GDL z<=l#53xO}BEXn@rTl)_6peNNiagz-`Q#~odrx;Pw*my)}tl2)HI#*HJNxbfmf4a|I zvX)dfi~nQwe>2nDIqQ+noj3r6;(TW?R4pk^vU2o4RY*$77~Ifa5xo>po+psU7SoF` z+0Vl`P71q~6XC)D?F_{{R?Mhow#bU&#i@-YbDlgGPQEir0>ny}^8b z!bK5=qA#c}nWQMw!Z?q@H`oA5&R8~V!w{T=L<5nJQD2>oaKLj?;oQS4#>!PvnRi55 zr_i^9_`5}h3;gHtng#4QN`T=MJ74@#`zS=wCiA;zg}x3DaTfwEX5=!)U`?=QSEO8b z^V3E~nph>=zb^7c#%6KDO2f7-(kU>5XXF%ax8nkMuPGHv$!wZl@Q6TJ)}EunBgky3 z*I@>k)VxE|7Y%4^L?iJ})>E-xv7TXy zTCAozS>Vt^<^DHZ<3Hh(cdO|zdOrI5WZOE__|UE43Pf% zAJNBIR&SJoq6q8XLlZ(QrrGV*^NR@mDWt-nb@yw+9(?G^=uAC!Qj4u4&r$z{4t6kd zw@7w{v=g;Cxi{BW`KU?Esh&!W{(jcv?ZLX1>Wldcky|Y%iq0{&5Pz%DZ5V)0FQb?K z3!`bJF#69W+w#a$3@}JYI~lP#a^|di-AS;n>5QfT;=GyAe^NPlklRZEgRFFUsei{J zg`muE`oO_16f7-@H6VonDL}L=$4OD&QTskd5^Rg4wOr7Kg44Roa*1vZ`OE9%aull- zI7Ni%Wu<=aO9IrDo!CQLtCT6H!H{Vg)2nsB3TNOyqxFwF8UPJ;`oDF z@ntSTH`{~vkY@*>6YduyQ-#tR2iw3}jiYo(zDzkVgIrF$18Qa^njP$Y8E%2SONZ|) z+E91eMG~x)xBj1-(0o1qmR&RaH7o17q0p9(Sx`~45hfOX$q<*LKguIeqHgx4%La!E z*N{!Dweh}Dce&pqLnxWVi00OxX1i(ZzIHU)Ls)MncJWK4K5n^mVi}o$D*sICPzI>u znUXCG)EQxB9`^4*+*3vE7qZYCDkBXiXa<*c+3Eiwa7B1x&Fu)e$giWJ7b7-*M9-yT zml7ho-S@!DWCxv5s*p=)k;0!%9X+p#h_nxM{79AVx|Z`gPlBDX8d9%D(K2`V!q*@7 z62z`y<*}@(h+8nvfzx)F3r}-ni~R8rG0l8@Qu8bx!3?62LAycb{Y&-P26&M^d_dVw za_1toy#v<~rnbWM#*j%AYvbADD^{N;!4;m|U=6>(xj_&KQk%E4bD_Y)i!dP3I$gqdQ1NJH-h8}&J7iHU zoW`%l1magRC=^_{fw~$t@bT|{;o~{KkAPVR=egw@AH|tEG@>A5AMQHI=f9Hd=$;5d za^?Z3e~S}zX=syKV87d41Y4!v8;I(A{*guKqsJSM%|^b7oo}tn5}11F)>x2TAE&4#``xLbDrQ680|Erv9l>5gG zQO)UfqUo`arb&|dqd|XgIP^oS=a>b-;fp)0&nGQWX zXPo6^B!N*ZLUI%ltDu|5ycI|;GNMY~0KLE|u8fKk zZy&z^lOxh%{cfmAAeUMueHDtK5@vb-EMjD2QQx*Q8p1 zum3i?5`IHbCUh|JV`17jsut1g|L&b$yGh!fr7aEs*nbdjOUJqwc-^I z*uL;RGuW1gR#m)o9fEYdzd<2KyK+pRvg(@MY4kUJ^ddL~Jx^u@&s&tbQe2`wWo_as zgn-e|7f5358r(syJqL?lgZ;2WV8rUe*SgBG{(=AWVCK$E9|0zpVRUaF^zhwVoBvZt zV=$=-yJ8D!BvbY3vs^ry?GD%(Ms&2_{~tO~PM(Er(}6eBqpT|A&iAgoR-*Gs@N!yy zZgD1S%Nnh|!aYpEMKG>-cwXW3bB-w}srw!=GF=(f^kX5114R%YvDVTq)pxWyaUxY7 z(}O!!y{c?eaCaNKh`f911;osmw_tmg8Kq>Hnx_@J3`;-(B^jVxM6*wJs>KLc9%5W@ z4(q2aY>XmJwinm6L*z#d831F_#J*eSLxtM6ZDwOa!uyJS7@y|;j5@~DGebx9$6$04vAUjb9Uj#rp zpOENY)J(pwv{<2>>zHF*NNIWaPuxroS$mzh&a)R6*gTL+`paa{b_W<^#6~=YMLZ}1 zOw?4ZiHQ6z&kd5eW~RdbUO8D%OJdR_I0Dun|KO zs?Ix!Os@|yM>azjE%59JX{s*{ttkfI6c;=;&Evuy&rOm+x~w7IA{n{sKoUn6lOklu zZ^Gnn!1J%NI28~m1Rjx~)%Jefx*&eeyplBWXNcsEU5JcZFc~NhdhGx`=ed1S+!4f3 ztcfy6LNG-Ec-mrAFNv)3M}Z@pwA?vyz(&NgPb z0Bdl$?EsukR z`DM!8ZuyT0CidnNVrHBQDRy}B+Ds3LPUclYjF;n2&pI%@d_SuH7?xgVJ&itKYN8b8 zJ-BJub%#RZ)YAl1N_+9eP*~8BBY$XcvAxNZ(8{5*r6o15Yi4f%GYp2N9uv3A&iGm( z=6(;Dz)()}d0dZpG?Pv{M_bZ7e0>vqK3r%)vFysMz15FgpCwM%2sj3t|xK-k!V!le6e~LXP3a1+@f`h4aTA*1jM}L zIKc0q4I9{!X~)e9;u}Rqp=`efETkng;j$MlIer(dZBrVrNUo4W4k?-f2_LnXK zUx7Dg9dx7lcvi1Ne|Vt5n zE~C1{F%Q#I_S?mTA&+q2K(s;@m2E;#RWkKYT%JXt?Sk!m!s| zi?!Z|N8EtV_mbz_WwL0?g85Zw*4VASTiTnIS*p|=?h)D2+9eeAJohf<&Khwcpmw`& z{;WcBn?MsI=x)hH%G<*Haaz8)odEJ?mIg#BE^8IIES%38&($C;W3`X875QPMh4b#d zsyiPPjNeiPg%V%P2Q`K{v>-TYfns=@3nGEzbmy=-K)Hf$&XJ9PwrEE2pt@=kZGyjN zE2;0|?2Z1I)9D}+B{JCADF_po1Pz5y*wEb;`cK?)*r773+MFRs3xi^*WGtzax<9mE z9ZP=d#lAy*rf`RDe!dwX5sFoLDhAR5hDWAzQx%j$a4& z)=#Q$eJ9lJ$)xm{i++my@zEa<(uYa>S<480(J&o@Io>R@M?!NP0rzVom_5B{%z(a3N!*(;6@Zo3>%-BX;WZ?Y!o1r2-VqSn+}+S zx;oR+JCmw##zjXQniO{an>foIKQsMqi~!tax8cg!bD#InTxsfv&Qw7g1I&%xYB5jW} zncfX(IQIp0N4=k-u3H(Uxj8M^KhxAE%q^;oVc!bAGh-2iv8c6@$<8cEL=4eEU`AnT zHo+EZwHn!FzUPdX^(2S2;kBkUY<(wNOuKLD@B8<+NP5D@^Y=&vZDXWTF*wdk&WcM` za&4Bitgva8l0(d~GHpq5Sc#M{4v%w$`541EcRSaD|6P%4KwXwL8$5S&a>TH?%b1yz zehOC^`~&^Ob@w#{er|+;$@*1(D^Ny)drigDye$fi42K^Hd;1A!hX5#qgyUTXtwCiC zsBX?Q@%_Awk-Ty_nw+V!jcY;3eAG?$+w$ujUdW=+qi+^;SmMP-U@I~M;*Duk?d}r-4#{H5P5G_ut z+RonG0 zs_ud^kXV(75L~yvbx$H}R(;YIL|P4L!c!OvlT+3;>s%Lka{>XmwsM@AY&N9S4b4h} z=%zis$ud>oOLhaaq~X|jzuui7S+-en&Aj)IkVo6-{#_`d#>%4qyKEhGmU%*xg#tVN zmNRS9?|)8AA&)!naBQ*}0!RU04qftMQyfufm2_otTkSYZIWC&id$|}B$qr_01g@ji zoxW3v?vQVz{QX=^0VV>bC_Ca5O9*I5IX-XgdbCzcwU`bK(y3wHzLiISX&qPj_&esc zY*m=wz6i}eL~?H6gRNcw1em;8^G9PtTTn8i&S|yK89p4``XY_FS9)h+hv_!1^*zz5 z_U&3-caV(`wB+X+z9tt;Dm$UElR{)(WI$Yya^+hE8TBpi5PnmxhkNpS8n6j3A{5-m zFJXD_O8+r`IcfNNM?~R(p#l$O&Ds(MHi|hL;E+5rNS5DslC00KZItYYI4NGN1X)}o zP5MN49j^!^xiCL#=}9C%vIh646xgZ2ll`xwc!N}Do| zr?MJTw8$yh5iIJOe)I=?gCn)FR)SrvgY>(cIr1lIXG&`<(MgNQXL6p8iz@?@EEZKo z2|2j74JXx>swn@pe?A9P(Va3ghFgv=@yE|jr#d;gF&>O?n^@i9#qkUm5zj8zq;>^q zr(H69YAm-vEPZyZu%<_ zloPWz7&E$wFgSEB)?|_n>CC&bY`%wv9@dN&rdK2<|z}C z&_2^-=eu3qmalKI+M8h?vBeWg@I0cSvp(`P^#f67=b|u@^C?vFD*|F)zymcwWsX3e zOYiM#kN$%vvp6snfVLlRO8!f$IZDl2z|1uq#-KF*oW=Zf=i|1M#P#H+ZilviT5L-(kX4+CNOLQaMM-!mUmva++I4`#?ZdOd&NHuoEj1i6(AAS zT-hvGOoe~FdQ8OY6(nzzPX=Y)7@1|cyANfYe7=vN^l?&eCz{<6OMt^mRD?CeN=G0- z&@6G~*NkGw-oIjPA-!^t-~PUH6B|$;xHyx@BhlY=9sed0EMwC69&1WB&BZOcU?aKLM5 zJi&8yTQoa>jP0vGxd!3lhp|qVBj?upw^&eG zLZc{W?azapFA-<0)QRB%T<^aoTn6zz%Auk_y|O_807!F;yug8*83BpO{3HB$e7g2dzF6D7icIfHnTqIcM=39IeTRH+e4@fNyDaN zlF0>weXOcny#kRtV))EsZ#%(|OFTuNLipy33P=j-Iairc*X(zQ)8ZaMKPNEnm@y=* z$FL_3YMH4wr9P~ohdMb``Xz@R`~Q4p1reK+3j04Zzx|=_9OEK)f)y+z#lX;Xv=b#7 zJ>`S{GVP|$<#{r0;skz^t4SDH-xsn67EsnX(^Qu|QLdnHgEEi}pYG2y^4?O`qCfb4 z-3899fOF$l$NEjaZ98LN*IxFpfK(ct2SSf%4hjY9Q_eu41!ma`axGmnyx|%muV5(Q zzL#@~zEDdmxeLuf8LTFQ^QA@>q3*3012*h_n#5}ZYISSugLrOqxPZRfi|T`L)JPFv&UfAUd~lEb9`T0p?HQE8Xru%3an>vU?Ji9Zq7;eS}mrn~Li?CIlq$ z?qLzGCi~1u?wSeNXH$H7QVc|oLNHri7`_LAYtlSij!X+4ViN^kSJrM{K{*E3uUm`o zjl|S@c8flKwuWtd-N&r>FWU*_nNH>Kc!4RmA4o!RH-GQyq}*>)!~Zld8eIS1V)f`$ zUE{%{sbQ}g)}yL-w-==C5U_zK3G|Gt^N}yd&6)n=VpH{6iDd?lGGUnfgeR*C^kW`z z{ZKyZgnIemmgp`op2pYolafi_ej^LYnyl80mD7dzno>i?3U=Iag37$$$T|_&QN>Go zq}br@hbaX>HS47q&UiVUUqU%~6hQ&~mwMZC&w(DA%Ul^hn|}tr30sY2&*DAy95YGE zNJTT=`xSoh@)*i@`#m2tt4;RYQYX1^n_TdpOHki7#m(P}u!R45Lb*I@(x5D$0r z7SF}jJhlWMcU&-rhs61O!xZp3n*KjLVmjiW*n$0G7Bf8dW^1%HT^*}h)9%!ZLBBTC zBU>y`O9_d(E6+M1vKPb0MQ2yHHShO53C7(*(;?^hH!?R}shPZ_EJ|J)_wi(P-du(i zk@eZY&~5!9O=+*>O@UK_eIs#%nnLaqVKDqdg|{jX6T%Y!#a43wsKt{CAWA?oJ+Ibu zFE9lNr(a!~!Pc4~3|j~*Y%a<^I#!#`0FgRq!P@UT5+9XM$T_B>c=d<|g+L8?>Vq?Z z?^S$=me}<^r&Y5F7F0i~p!}7`JhK&w?zqr0kgEyjp7_Z*Ra`{_$x9BiQ9b!_1P;cZ zo5J}yiHs0X6;-=bf+&h3ehf*wm@9;=8?p$VQ4gfIRRQIogj8`nT;k<26w3q*5b`N5 z5~G=1N^gdv#)OAAm9uw%?Q)`-Xt@Qd#sY^$9{VV)&qjp)q0P!#_V&s4BR-XHlV%|6 z6fI&wDH&zv3lRU;%7-!@F@`$cz`1g$VZk-FZ}>mf%gEE zDA+5F$^!q>RLhkr2ykdS5oP3uJAsiA!#G{VNtWuz|A;}#L#txMzTTzS{rr;I&f=yD zi69ABrong1jz^T{ZOecOs(0a}1Vq=0 zkI`S6gy$MncLmffUF1Kn<3mzWdW-HpRbISee~bN)7mY zJ}fgVX3iU0SSdnZUQflB8hJuANPq$?P$T@|nEXBJLfMTwHQ=t-r9fn$Zedx(E@l(=ANQ+{({g6I6{DYYn5yq5xCQyu8Yb>G-2j(9%QHQ2JBs$QO zHnrnQVxb1TFiBfLTvdKB;#&6N5^J&LL~~Fj>(byWwqp+w`!$JKN1<@O&{lGaKrN2~ zfVlmx{I(K>e%aVn#O`yn;LuO|LMIYd8ZzB_5Q#pVFa2$JcLd9+8K=C`5a*;mBuUy3 zhU|_?+^Fes7|&*Via3*06u;purwL*k?6S z4}qBEmamfwfOr-4yz6Ivgx1&_mLe-t^qU-lyQcaipRiS*M@7GJ4-K9%5~#Is(Q)fOD2oyuceGA=(N9?cCuBmvH$ z?sMW{=0pL_pO-}L!}75!>WI6J!;^ihtiB*tBNtX z&k3v4vzsQ>qVWsgIPM+7ho0LYvdVAA zUCgKb|0)nyz0(iXM)w_O;P7qQP2SVJ9NdgIx3-Ehp2Iw6R0pdLnLV{*y>8i2!Qig2 z@x7`XB>RjfbgfTYVIEO8%h)50U7pOoKMNNtr|hdW!`3{qIq_BQla5IweQTu|L5m+t z;{|RGO7TNRSOs)<5ubj&Cj0%p#SeLu;2xF#ne^+mO&*Sa34A-J>}1Z)Z3;(oySEOb z7-JhnhYm-guosJb3tD=~cN`LEF~{Yf5yX$~3~8nUK(etYLtpL^_rqp`hpisGs>x@5 zA81&))dzau!r-~VNrg^%Dmnyfj?AW4aQdeF;DZT|>a&RQMX0H+^`7Vcb&!NQsF2#C zRgU+=u$`5Tq3li!>nQ+l(@y8)C;PoEBf;STLDA_i$%c-{!O)C^d8Us7+uRvcAr(ja zKrTi=Ktc#H5mY1GR#{?8z*H65(D^9eeFP04-6h$g=lA-;;{|msE@-}`1T>r=h|t&Q zm9LL{OSnMZIT=01GFG`mB?CSfI1`V)`R4k6!3>Sv04WE)g^R#Lm)9tY_Pa``$~GK& zLN$!EUz2#d+Q<@K`3Hx-jS}=D<5$VQZxFmq4rA2d|R+S_$6;a)noBmK9V#Is2^zT}7m|B#NL{`%dsJZNd)6xxrOof{Ie8Wo z?klmVB2GrSNICSle_jpl>vR6Jr-;*ZXu@F4bnQ1AEZJzuhkr9w+wm(<`zTp_)bgK( zMCZl~#RTsL9{|(d9k!%m3E|ru+JPp=xY4^uV_e+klS)g8hajS=)Sxa`JC3_RApgia z3Cl<(I^!ec-gBKF^QFF=`m1$#BDvnRtDM~gES>6!0*`nlh|8^c+ClEUV(D0%m@#N@c?hhn5ys7draohKs{o2@_i#Is699o}BU- zI$b6JjSWf>cW^c$i@7oOGIqNasqx1TlFo{wJuHaFWeshsJ-Ve?7EsbNRopOjlobo@ zQj4I^tJV%6tIw?6SP!_n?>0GLcb3feZMd4a?N8&gR3z5xU;ibw zfRYYUBeEl?pzy&kH7xtDWmX$?&uZjwQS+H& z;+?qmh|g1Pr;dD@t`rx1LuPXQ*KyB|dgSXW3|_ku{hR@iAhYDcxQHM)08&7$zuH(c zJ0T}1W49%Xf5k0rzN}_HY;2y%ZIIj%Eyx=Yt`n??BtQfp!G(Y*(8@+IjN!W%(^cCi zru55%RHjg7rT9$`-T!~Bm%f4@T2ww-_^uTuvF}fQVwgESk5}qmToY3F=kBu)G9(gY zAdj`FQ0^C$T5nt-yfv4Ba_a^>UV(lzA4(5$$t^=lP?+ zz_mVH_&$3`GPI`zsL{B@}ylW`ZcrFm(Z9LpwM zVK30n@C31UUs>)<^YM){%$X2HtbxQR_`J@S+4ql=cU!u>KgeeKH)A+;0(|@?sslOU z#3p($WkYV#-%w)s^00!==CRZPE`~NoSS1N-pyg!;)KHIpJ*N6dFBpLk^{-eEn42{{ ztj`N9>o*XT ztnMX$dGyqP{#TX_HJ)$zaRB>O3@SLgq3rW9hm8n@EfN^UoIg&_N)69$?RUrJQYB#D zNDsmC1$>7@?L2>;Q(FLz@TLjXeUxUio}4BNhm(`ow~dBPYx#R#gwCn5u?=ml_~6Oz2(ddnLn8e+sy^|#Q+ zv+ugZdMXy~Q^1h6o#3jnzN}KsMPlV$LemFg=N;Gri0J2kSG*zPA2#I8+9dzkLDnyY z5s~U->Q>PVvlL1%&&jZy`2{RK3i6~A^W|fJF#@*>hS~T~1;B-PJe<6mq%?HG z3aO_hhW?DqAdm1RMhS$BI?0Nfz9XC~(PDEaE4eG5fLuTPI6D1jZ!eorF>s%TiW}cg+b->l|LxiPlR_;FW(1nsC>$PbbuiKJ#dE z-0G`S(-q;*r4N-HK6-qL)eP6Ym=Mfd5XJ7uq(Do*o2Ia5Q~z0rx`1XN{-P9Fa3BO~ z^UYv>Jd*@zZygiisu2ya2hXj~@?*>&*7{;>1IC`&;#@1z=?kF>nCwaWt+8 z8J&*0UXF?TTi2vcJMr}J7C(6a137Ufhf%;c{bxrrS|;Iqh2`FoD`;mts(}y1h$6XF zVFz`r(0h?WiX58w-^_te2U+)dCCXl*)Oy*nq6H@+jg?k#0%{#?X=#BJ#VVzYq0jP- z9i23DuL_Tk#uvr>kbGHIPp!<*BlcCeU~&dv*9!}n?yB;Byj_L@AgPSq2rNHrck6D} z;lRz-o@lG%wIm>(tS3Y5JS3C|gvw&ttsR5pOI5ps-Pk6Od_EA`16JG(EI)ensS=^(*ED*>hVNMtk--Cw zvy04MS@NPa+bEEoBF2~kL?#UA%t`^;cd|NZH1cqIBbYA(?ESZUu&4Mbsv<`&4su>z z{u(di#LuAN)1)!)AdqLi0D|o*!*d`i2=e!*GiEeSr$v)+>QvgocT-a~R-T?Gi9Al= zbDSnPgMx)cUGCrl4mG8nIJx>py|Ixo82>H%NAy1WC*mBh2l~cgd`fHYNwQO!U5>5% z>;srHk1&|3fH_MojUb><4TQIaryXiUddgxsbL@S;^SC{(TfW-unGLT4nvrZdU2=J6 zE71QvQ}t?nzORGm#;3~a9lsu>f!fw=e&qq59=CsUQv=;9w5#^-kOn>=7ws_`n|O9e zcsoT884qZf(C6q>NU`qqg0frWQCAXyT$CtJUw$zCjAz4xD6+IXmBc=e6@9pTD2;n0 z$m0j+X?5!&m??Zf!;J}X;M~R{uoj8{GIA9K$LMRh(RHF-!YQ0$!#4v21Pp%x=wMNU z3arA%xiuA4U=EqeGm}Q4*(aAL&y*1G82%pP6;bB6T4nfpqWd#O^=q>5wk>0vqVY>AP#mrVNz57?Ed`~7X0 zDw8lz!c(@A>F36AU!o+IADjsSqa=jcy7nemL)-k3)D8X2{ucMc zP9S6^CaukvIqnCDTM_fY`V^a)2XnNdJeD25(m#=2Jgmny1`&qJJKTh1+N4LYtU`c?d~IZg(I#JVA}AhmKZtK5^u%6UP=47)(V9brKK;^Q3C z1u9!mhqo7;odoVdbo*|8H$U%Sj}+k&Q;q>Q9fn$Evjl0APUP0nn5Z0L&H$&tw)Q{|%(G-Pyu)(f)JYHd{dnhAi zL$@m<4@_wKd{=MhjKgt`20AZnAUAKB0e{H@mh%HCvDL z*1WgI#Ynrp3e(igVUR;G@jCYtLcXUW+y#Vl&*^SF@H;yYLp zbQdW``lEU;-{ux3sd#cHxYoE10ppzOvgY32jub3Ru~%Taj8gOvD?Uw(7n~z)`Z6>t z`qwRWSAUg%d!vEWp?)3^1J8o`cf&Hk0{pGG*U4JH7$#Nyx&w_ypj1Ufm-q1X{R+rH z_QlnJ6HL=%%thS6ri6OAI<)w}_M=s3@-+k7KMa)W(D8+F{3B-i$-%T|OUa>vH^-T0 z!TawN5db(5QuQIgz;a9I&`2}J*2ApE$nF|kZJY~n?$3EwDE*Mpom|w3AR-sd%kE0J zRMAmcB7=Xy0#RXV+0W)a{yhU)p9kPePFZ`*n>qleaINX0r|j7cnZAuWZiwa^ zDgAqb5d|ZV%{TrpPqx(43@#L~1;qbKtpL70;EI7wTk-2Q@SdTQeZcGhY%>TARd=Jz zY<3Gaqu3DDtqUcAYp4Gb^S!mB4Pt<#Nw!769JuN;0Cwsi1A-cc=`ZxiC~iOpA)}S{ z0qpeKEHWCnreYXVS*I5zo$2|DmN0q+_kv;ZEr zXZJAH{mgQE{tnAU+X*9T0Xlr!?9BqYXGF_6@n=#b5LKoc>(ixk)9P3hEtSgd^#Fj> zdk#?}L=l`)pwwJH4md{~MQ8B-<0Rz(4PH5d$y{T0FPA?kZN&djRQjJW z#whZt7?g{-NjTNI(m3N1O8G)HMBuVhLD;NdFD&aXEFR(rgY2L!-m*Jw&g64!F_wjW zC9VH6Ut^$YaJ+;+82-w~M9OT+8dJvI zuvCZn1N2=T8M8OvXR%ufCNfvx^DdbzA}V@2>8=FY4zBy{jE-1SESMrQOha)}jU=il zUwVe04Wfd4ijv$$kfjDcnR@D)&TN#A!k);Kh9@a`sBM2>7$Vu@z9<; z^BmdhvSLX^7qYpy)_)4m)LB=;eLz$igUas*~y9R)aEJs z)sTPlt`;OUgzSka0%F8_OMbbe%DA#lB{p(Q=PW%Bh?q9yZ-{U1ne5tSX2P2-*R%A^ zYqWivQZ%p=o;7(TvpkUk?~c^oS}AM0I3YA45~yeGOI;jLkq^4| zMf>4Cb!#_`I+IPd@355BQ*|+Zd-`s8?6<6A=gmjygs=vDs_gw>S&4LUulrWGaRnCvR%cr1D{3g z6DjsS5oXszUT(pfh!#KaLf1X2UdBs|xes*6+!B1{LxtQ)uK+8 zk|4O{R9(b3SjU`w?8gXcR_f0SVzC_t9-WZhue0Yteg?lLkbzKGy|F}*zo%f9dP*%F zUMHo_r>bS`ij;~1X~p*&p?k1flgk1fFD*Jka(E6E;M23u!z7JfyZIgLex{;I4Pnom zz#?Y$APyMO2kg!@(;hj9Sx1Y2{ATDepDDwd@$js33c7WAV8Xu#Uo?C7+dPNlzB0W2 zfH?{{eaBiC;to6d>*5h0rvV+*jnX~XqRg7Zk_6CChLL)?m7k*`hC^SMVj0XDbN{Tj zGJXD!h61O^E4=QYS^u(=R`!*dEakVgV`dgfw*@wG70ly8hIbykcc{kl5?Y=QFb6RK z>X24IQLf!o8R}0a`k+wY;Bt)xGeD1nbL>0~p6r@Y=tDs)K#d7M7qdF=L`bZqPz63y z%pjGFIVF8C5sx9>+wY7q_B*p?QoI`czYEttBYtqA*^v2S;0sl6qUf=PVU1J-S4HJi zr#i#Z=PF~=2}ri3p+XY}p?X{)c@AK?RrTsnj8@b4}Pp)JkaPII(A35Jwu(DL)1P|O$t%!}ueje@qV7ie3giwb7TH%+nID+QM}8=RFR5j z&w+dPlU#nxLG$OUQ*%}X^ZlNyE@~(IP?T?qDt&nMCXT9cXAqeRdyK-N9c-`7sDu2=fS5ATADYy7$3V6)!x_~YpgyOt%AS>Ve>&j}`P#?`Y=z)-+SKEE z=GZ487`~{(Me{W}{qn7KIJ0VG|CxNBQHfi-;Of}0T2Ax^NES4BQMDB!j-7|Yz1(X< zRoto%@P`z)%q)dJccEXHR;zOjq_%HueXFepde_DK(BCJAf2{u`98?XP^Y9*_XS4V| zF&VPL-K3QkEHkN0*&H8Tlde6LCbz9kX3_oyOHWCmO`2V|YiSm0vd zq~17RL`iOE{p?R=$zu0>b&xO?)mBY^26nVG0RdS!9+>HJ1 zF46!xbT$-r$fBg!%BAYb4VrSFH1CxH5%@JN6oka!01APAxNnznd~9Y(1}&4EH2-bR zM2Vj^ALcTYY{mv+JuSqT$htuon~x#l!MOnz5RKpsTU+{)-1dwYwl)p1PVzK%e`82wn0avsxVZ~*kXF(zpKiF8ChHs*#h=HY|M?d@z+c^V9;~OXrl1lU^%eU3ts>_G`enJ%#ThwGs_JN~6$=qKJZ<{EvpjfTzvKO37+9bEjB�Wm>&c z*dTdDP`7{FAl%2I0qxB&1fPx7;>?Q7>8F}JeD#;lKZ@ra%UZeqJWPwQwg9$8yEMZb zEEH8-QbOeO)%9M*jsvmK1ABG-tbd^qbzXRbm-H3u zRX|)#-te4UXD;JtNsYi{+BginZGH)8UTladh8|Wim?_&*b~l$mKP4wPoZ4 zI?-=BrZx1Tz9JTcv;KMmQIZoP5;iQ)+9innKn%uu5{iK%Env_;@BmnvjEwGeRhDE! zzlWkr<1b1xcN&jb@zeil3+#D|0iVBK$P@L+!tF$QwRbs%(PagSGgpTKOE{oilK>|n zGFOV7M;POo@9K94kd)AX zVicOb4=Gd3T~r0jyKsmkG-+ofLxqdr2BhR62H<1*7@gh@QWH-By||4cu_v-)$MeTR zEr?{$YU%*>n`0o3?KJPIZ(XlHLLSRWpC5!2^3+RMN276-ss)%{U|_q6M)2#*EdlS-T9Uz<|m=il^e z&a7_G3J5O`8Evo;k{=%bD=RHupEb;QO&2boshMY;gmMOe#U=QcDD%3(WLNx5Yx|cb z7EWSN*gYYw@?*6oQ!???!q_mZUH~*mw|y6Gyt6s9+mMqKF}rVeX;d@)$CnUeQ+iaa z_nl6&%V~J6z8aUG-al1HbtNk#2nD%C8Xo2}qjgn}uck3DQPBVrr`oq=)2V&C)Y-hG zhi21Nf;LPs)SDx`8@N;*PLKc>8jAk3u6NfAqPY?0leml>1^r>7fD59#$W;fP7G6H% z?U?avX$Z`(ky!Qh(Z$#!EEVh*oMCsHn~|m~KU!u;zGT!G!3|eL^K#?0f5wRKks;? zJj%j!!6sK504#XdeGF4~PDV%sM}dT_B?pT#{=2Zcow4o7Z}{j*w-Wh1Mp~(xXD)^Y zD8%uV&KN@=(LdCa)Q%XZr8~ge1~HSpLIwjHc@O>)6`uzTe-QoCXxK18-6F3{xKB(W z*6v?FvZ&XIZuW|klm+P^9TTUghW#xB>qU$ue5SFoJve#$HJ0z!wpL?o4j|d@0mAYI z&O$Uj)IRi(I1bD)kqyBcIGbPCA<%8 zJzNBz z1hsrBB=sTq+2Pn^m&7r=@tTd45uIwlSSRfy4{ho%vlmenfH~yl(1ZeqPvmt~`FzT) zbtg`#k2Fujbtkd8Re3Q$kzqEdFFCOpPwi>Q>mLYDJ-V|xdIR_D$NlIUIm%0+&>+mt zhX8y7Nl*&Eg5nb3B;S|JgYeO$R6)~x|4A7EUCOvh8+3iH#-yvy%;@-V-=pW#4%eTd za((ml3^|!&JN{8#T-slS;=HZz`fJunJNADII z*qLQ`eF;&<=oYwk@@ZT@J7g;`bP!Tu8|LQHqJJJw8jqaDVUzzd;prsF$j;KqI@+=; z*W84k1qZi#YUg2W_BY~E_;5+Ckniv%u%ks zxk=@&)&@-vUdyda1EVeIRNJ_oeCbWN>tW~XzwBT z2^8Hr$iUx(o{qIp%|ogLH^Qc6BfIW`do#Y$BK2P>HheH zTW{2EXvM>lBw(Q+G*ao4<*CV)baIny!8Sq)7GDk$H9T{={CF!In$28>$6AL|Gd(OR zyerW#xzvkBZ*n%`3XzBTI2|Kz7)V=a(u4+@&KF?8h6C4!cG!8Gf*X(iL=tPbr6CtH zL`vO~)&1yxSt`QY5eVuJ+%78ki_i#mT0%87oUBaV%MqJl()2C+n;LFq0+9nl;c~); z(9Trzj)x?vyR#_<`)wqij0wlS9FG&4(X|h*8b)pEh1#8cBfSX0Aym_L8&D!Mc~P#S}rcfN7n#IWV+P zbtIcGIL0=I^+Gc+Aobjngy!!=P&kq~p2H8$c^OI{W`=D0_1e|(!c|`9t-^{X19Q@l zLQ3Nt#d0Z>6@3az#sM)bsnEg%D6H@ ztdF!3Cuh+f$dqrFMqdKf)SfzZH8?UcOfAYxprPhUbB3REotKQ~f5dwby{aSt(GTIc?23a!5P_)# zhgezF=?p_<=t{)HSDFy6|;alznvwK1@^hF=yE{UwLPYF!5^xmbw)< zu5q_Sp$RAwyDamv?^%se^G??l!&#S--g*>VUQ3k)I60ml%vCiFAQ-&}OH3lnf|Dj6 zKRreTh6cCN{Ug{0=552Q2fI@#c(dYkvi@v`(WXXl*^>@4Aap$*-hq!e;u&&U)pm2= z;H(Nv{wQR+=0gD`X6!mY=I0}quo`WCmg)G9{K7|SLp05M?Ct7-YrK-BwjY99*X)}z z4`D<4$k%O6NSm?|(oEK$n_HXJKN0zx;m%;Nv^;aIo9M;pche_(aLg{dqo!(2$IjP0 z9^;U$!cZikJgkV;OgoKt$fG|K&M%FZ-gBd_l9deiI}bRJ1+9I-_f33I7wstg6dB_6M6E|7%TwKLqOD zWI>AArGOl#PF(-5Y|R7GBE$rgVI5N|ZMHMV&cqx8S~Zt;t@cvUPu9Z%A|VP05=toF zIB3A|jzUSR(ie!+=)&lGBoxCy&^-$ogJSJNvvl;eqCI0F8<6z`P1Z^p+8wpkwnIBS+bn3^@^r8(#3I(2uBvd@qUU1L|{n4<2Y%SS(hKAaEdnx`c>}77} zX}l!2TD16SEw$O_2-o~gzgW35A%tiT6}B7KUpRvdo{zx*T7-@97)`G=x7QpQkYeG8 z{koFmld+}EI|I?UX>drNwC@{yF=*(xKUgmHc2KShsY@3@Ve3g4Nrx?#Pjb4Pz*o=5`JgyD3$?Ol7e)^fWn?qA?8{%^B1=d(ASN_ z7)5T?Il6tCcn#28t(DOgsu#iAbTPG(q9vHmSbv~*KUiaKQ8$$}biCwO2CSt5*zW?g z{&eNd4jsc&hxbA6LdWR~PBe)j17t1{(sELQ(y?WXvHL7w7WKQ2^AZrZRr;wEHG%GkxMNhUnP(Og%AP^gW#@@I`tY&bNhHP>df{`r z%Og`PK0~ERI&*w6AOr9JgP~d0xm0~rPZ-FS$m8pimigU~1Bt8?%D{)aw` zm6KLiP>`>N{(i8im6;>chu4h=@gn#sV@x`zM2!Bl*5vKgbtd@}Am~~eKZ6OrcdJ2u zn#^5(T5+5+@PK?-U#zapDx&@n#*Gnx!{#uJ>a2?wSK`TVYIK&Zf)mGT&IMm4=bHdk zN^A#MA^u*eVx04Q`DNAc~sO<%&2T&s`<82Vr#(2vs61;^@VGV@r7SI}Uxc=uC#5;>OIuW3rubb(C zfj|!fFqZ19KFl#1gcs(iBwLdneg>4+yttx}vj#;|u_9dK%>KhIzekjJunyCnz=5>) z$Ai*DmBP8hk{X}$-7DzXhro0BWQ6|1;Phi#2W#9@^vvC3eK?b{zw4kg>k5W_NxvVz zerrZLML&e3>X`>Q)II0$@EttjaHuK`a=hZPz>aB=qn{?&bkyv0F8Y*1*-wOg`J!-E zU}b8lviq?0b$>ogcAPKV>W+xA&T2aRSC)N=k`_9g1&5!Qu&kP>O(Bz)j%ioyX0h)YZ8z=v(d^Gj3p2|2En6W=wfq#MS)xSALIC+kLV9E#Vm8IcnfRri%-IYE z(j+{5ETkgOHerRuGzQy!I-Y=V3Ubr@1&(xaN%B52^lz;S;tf43f#9*+XkPSG zPj;{K+!vD4Z$*kE=%uE~#%g`x97nhx8%>2Q#9>$rk#dT!Fw32Liek{kZF@v{4b?jW zl}keHBH9G}$#5sGG2H{zP@(Yqio$7>w^}Q=mO9mKd?~aaA3WMmbPKG+2kMf#4rg?{LGKgTyv6k ziQ>r(F41#1!fJ-AO%oh6Jlx70gss&JQD(%zf^$jjJg^e%Z#Y zfx)UkE3E7p-IpiqE8`_u!Qgyo(-|#uGd>RC!r=eBSz7SxJc&qP@w+n%FO|-LsHrUH z^ssuOe6SzQkl41N5Q?9ydwE1R-{kclh{Fv=t=^0^sjVWw-W`UQNs0dI_4mZ;T^&bE zdJ9p*+d!Af!Rs`aB-QVKuCa21VtD^6y@N6nya+WgXL8lU;O!a`FTwg!-PhLbx1{t- z!Uxf$69Xq+P=!h z2UV0%sX6eVv+(7AJJUMsqfyq&$d?n98nC(^Dsq(@VH^z8jR~d`(}7el`Hy=-&dVjX z6S$KHNAFAR&a5ij;Rd%)=Ztt<^Pym}d*@gB0f<8Ept*<R<*%fyQUQ^E5N(}ywu@p*k3dXuypn~ z?WSs;Ak%pE8#EpL&IlI%|6YRIBMag+}GPLPB#m4vTbj8niGw4B`37U)1gZ$ zh|<7$W{}AQw7I<{EidHApwNbftBUAj@S&6*A$pFl>neP^{>izD$4}!Ho&T%_=;bym z=&?R`ECRIbgC==*XCoDK+V8eQFmKg2^$@sdtarlTU38Q0p}s(9LI{N4f9}v;DSuMu zL?Ci%Q2#HlwYtIH^&mxs*Hz8Wm=7SJOJBABoeRv5RtBe}U^Nx((AWcq;BMv3x(^YNqXM zb(@i8ZDIQQP+B%>!pLo$a&ZFIh|c^qi{RU;v?f2B)SHYC0sjyU+mBfR1fFz6{=B#f z$UelN_*P%-cv(Q($A3Gnlreu`MTx^aQuS*sz&XmM6TFf9l5*_F8hdZJE;cUZiaFNH zbs4F78{GphQdlpbsO~ER`lb-K<0~uu^Tk~DhWbNVCg2ygKIhuvyqPNhut)}on?oN` z7s~}JOvH_doxwU>$&|TpHW_r#1J^yZGL9y8O~-vcirh#I4!&sUb8h&{_J9s5OcxTn z%De92AjQ;6`fDi|(+eE=Excwq&|f7Bkh;UGj?Vb>1f+E_;-8P@L}RVL@vN2HCV=5) z^VI5*)x%GCYI#zPGZDAzSkvcXI5?j9*iMLn8S$wJUo&kqY_8YHe;6gW7dM2(-eU<) z!%1~5 zE|PH%u3RV>Jm#()x$UVzyyu~=*51Hq3hK_{ubH}#V8?8ndE!aepPtb)7t#={m*(Ni z8qzJ}>?bv=OFq>tq&|dehAdSM`7UV!Wd!+UQL(j6)uyAG+9d``x@;BO+9@3R&$g;s z!0Ecb9g`LAA&JwJ=!*Kwm@pIr?gQ|K)0TfPmKD@a5Lst)Dq6$raDJ;~x&KZW)gW)do?C*{zHOTilIudyrQ@rgJa!OU%duz;p6dz? zG$;Ioc+aLNY&B|*l-u@dun!B#?0j*-{Sy^z>nr@d>WXF&fLC;@N?UuK*Kc1444z*t zoRkVgyj$JohaC5naDusp0?D_Np9ue=X=SnJ(<54|32aJc& z2v#f^MruFFdILO33B@HZG1lK|U6?|K3i^xR=kf3#j_xoK+v4otAOWxUB$c!{e%e5p zEOZ1)Bjl1wXa|0ij{huJ@*+hr5dWr_%Vm^830&;>q?lIsL6_u$&-My!3U_2`92>;N zw=D-3w;SWtxcH-yHIC8@_zQwtYmVwGa{o5h!xdm#3)0_jTU;#DBe-AF$}cP%a_GYC zO_f4jvr(mpE2iZnvny>-vWhp>K{I&&z@^7-C8@oG>&<<(1h<&YSG9}9)9z8RS(y*m z(*})hbyT_Z_2rf3wpD{4|3FE`*nkz2p~a0Im%mj8pcZhYavGc>!|Clt1YKeCi(PA|o~vuX#+t7*qZc$I3IDPd zn_bj}08^-PoG#EF{k5wv-fuq(nhGY5Td7R1tm+zU;^JnTACQYM-QxU-w|H8ljlOw$ z5bbmSaTvX=P?cULve*?mEV%4aByC{lJO=Gbq@}G6`t+LSVQ4-@`A#a~u!#sWGKRmq zW-_D#i$`%-w;R{Jr%s%Caxjfh-m_2g=fr8~VQxn2j_y|d2AMw{(v{?+;(oVfZ{(6= z8{MoLLdr9>i_T{YL9la_Vn^7;ek>ZyQdJ7Sf`-e?I+DZ^yl`OE{*St$lNYNwL1COe zmsD#)w_TG&XYi)I2I=Z-=9ClSe<-9W@RBQQ3r5-=0Bf*7@y-#um0Qkh=|{qO8j%FW zHB_M$O69f1G|fa@$zvha4PQ{UnxDnX?3AH^WYqE7JxY|jVwfI&UJdupCMdNp{Qy`2 z;Q-j^4z{><9HT&t8mKr~{mG)BDfsHi_o9AIz6*b5;OfH;Gyh(%^n@Qo^>T1}c*XyJ5fW2y$)ZjMSYLogox6vqCFq6j@ zRCr{Bc&l(RcuCy7}QayE+S-s_xG6RlUOEP zFfU$zvZMIC$@+ykaX8w*u0Gy4cEK(3Nmp z6E@p6a!G{7dJjVJD}wkOA}uLUr@Dp8E%AC zV%1$Gl%k@p5MqYkX5swEh)3&d!}mdUSj)Lg%3HU3nb!+ZZm(pXwKnq!vVFlmJ7z9r zl246Y+6m5x5|?ve7SLO-z1I2C{S$dV>Phb7qO&J}=EJSPQrBH<6WpbUBK zW1g*84OH$bcdmn#kP%jQ#N~VGroXyHz`0fb^2}ro{WtDo#|=akO5DQgX_aUBbqCVg ztx&SfMElD;9%9@$3(z{AjzZKLHom|0wZbO&^5ipE;$+_fW-k%pvZyVrbf444>w%>qHkZu~pu^a; zlc-A}3S&lyQi>1vgGi_^P>)EAX!ylb1nz@J8Skb%j}!A<=h2f$Io;yJ18!;0gKFMO zwE&P%wjk22WRK=4hbGncn&@ccTlz_gegzKwKPQi%ilI3NbjPBsFzc|KY$r~*F~h0!5rR+jTy zuuFM>nmsDOEm(Zg{U%E*Y(q#J7HL=41atb%8kmQjnMAc}tmZ6~#Sx>du>Y>eb=~U2k+ym49m9-tEP#Uas1G@cVq`RIKqZX zU2XoV-UX4Kmo)MdTgnowsiL2if3q~PuxQ=izSmnKT+no1A|GT6_}w{tq%=dhSUQ!^ zMU1%UH4#M9?;7iT2Z$zXYcukU3YW)j4l~HMWl8-goL9U~@39qkvI7$&Q9&^#^=Bd{Wi zJu!b*$A^goV$(VHuz13mTXEHxt&nB3haqgNzEI zxJfbhmXqthduQ5P1iSO|WjQP!jbvnoEwoYPPblAaOsT+-g77f@v*pRw_rnp`U)lRR#KkHIdwr4 zGdt5kX6{Tj_36M}$oED#0>m@-U6?L($J>PT{Bttg9TmCuc8xn#V@qX(9)94w_QUL) z`=)Ecpo0c!g*8=KDfE!c>zMkKerABrJpxuTRjHt%`J}feR4{WC6DmI*tx64t zvG`TGp%D2Hkj5e}&$3lUc&`7jFehpUk!i6;GJCJ;M-@fL$xn<&Yw8p%@IJAz!95pO zsJ3-p?x|2rbIBOYe#mSmympz{Vj1H!#VI8kYpL**x%zyZI+rjP!_qt@C~;g~y%)Gv zE1I;r40O`RLZ;{!8@kE^G-~4JpQ6EM1xOZr_d%@^nj7TL<%0;qIyyIuZM8#jgE6KR zd5hGL?DMekdWXlBmU~EPVV57vWQGeo(#@80mQ%nPv;T8pd8>Sot-O0SbS9r7z zylDF*2A6~TpkvXQ8^ z@oW3Y-pQg=GpRJ0H;u)LEtO{laSQPccF{lWE#&&6=7q_Nv7GPjVIRwTQ5JQiU*Btp z6Ch!064NLU=w<_-Pww{N5AL$VY{*ZmzgHQ5JSA|M$%a8xD`k5OoDjQXHar+!iZ2C3 z0#I;AiZOfBhB4zzIijO=t%aDQ<5i70!WC+3Z&Z>UC4UEDdCwu&l5yexU*BUqE#C+ChKvf<*oanUs*iN$PpEqZa|@kL8{by1;yYE#fE{a?X|-F zBQFuGzg5NTx}JYAu;U*QvwmwqHRV>_0Q|A4RhrF2`9W8D$9=P%mV-npE*}tqbs1 zet{cMn$T2QxJ}xHZQt1y-~V~8ty6or5;*@CziRB~S>!X{b#yN8v2A(%S92P-slBV# zHQtI;F+8OoMRrySTWLX$$gkroh+B~OOq|g-$1vs+4!R2Ak1h~kjmO1~xzsqDlaAj{ ze~W4(bQ0uvVW8Oe&ZJ;PMSPxVku6|sg3?KnnoYm=v0*!Gs_t+PrGLsN#l8A>=vn+j zjl)MN72>g3m9+?tWp2FcFC+W|YJ$Mj{`866!$rbl+*Odv!HMn8B|~-Act(lPLXl#$ z28f)glxudti}S4pf8KWBL(Qtu|8hoH9UVOhw$_QaKQ5@E!pfR2yXBr z)(6#_er`96lm%C#B2L?#2|4Ao&y)OgxS`eg^6|ru6MP}(;*)!{Rg=748kzf@r6vKi zIGaqb=~SIELfv49{Kv&uB&RZAkfo*=f}LTbr;>z;=8zP{I2@D0enCbfF;^--YV)L4 zk7GnvQuGQyaj4?%ndvjER8u_Z5`^YMPqD?S;F%;S2RP^t3@k&=H{%n*1_p6kWE9s< zpfTA?MA)rYIj&)i(B)Xtk3wb#if=R)>jc1+QhWdBP}9KM8B(bxr;dT&OIs{+KO0L zhBejg4TtjB76^3NcDfDFOJ9#P%Cbm>QNOfhjuZYzujX45WVXDFhNdyl#xy^h=Bb-; zM6&vd8k?Tg`pM;av3l_tOv09lDfLCIXSo0{<%8S zAd~VG{(&ClY^VQ_j_Eyz+OI?d0$74=++@2I3rCr5I4N`F!0u+1My3?@H@9hQ$u-gM zs(vB@pT{LPpI23XjWXpCpP^^IlG)C4Q{XwcWc9n8hO@)Vaswz%UqvEZbmC|@VDoJC|Q9+QNWn`DqOv)qt= z{~}jj`EZx}npDNABv(Oz>QR^4g1V6{)=(rORA^-Jn#aW!P?jxYFT4^|EMh{%HGV7b zItDSRo;`>J5;j`aX)LnREfgr}tvprrpVAANhKJoP&I$Sg z>NvYf?tZ&^GzM@$VY)-DfE6nCrvgsnf0x`03QjOUk$hS8((?C(a62q~Njm2Z!3`mC zn6HDs5kMjmx57Afh_MwP_#K!>avStzf_~LcZUAh=^xoo#10O=sxpFuz zE~r$->yjsTYKG144j?~-H#>a;Mdov0)7$Z+!a(9*4`-OV&%MeEd-p>!y34I7Rb%|h zekgHK4>uZW3j<*?v_VrC$tcdK+L5P}g7lAYUH_D$XE3mC|46gW4|VLUqO9_Wh+FHv4(_Ed|{|s=sIjrJ)0)U!!~X zDY#PmqOVaNw%%iw593fvIlBEIfX;=0$;RVe@LfGqzg%EK%wN?9k_2Z$RX+{f;o%BZ zMu83(u1HX2>8k>lV}~u8UC;p~GDCBa_+vNr7KOJ%e(c`<@e7~PsNV+rmmpE+TV5}U zD23I6qL=f5`$F|IJT!Z%E{|6U+IY|W-vmnb^K?`NqZ-DZVkjHjIxkTP-_-D=z(?bD zf5ha8^rL%nC80hi{an-l-irblQ?#hl&>>Z;#B@;Q9X1{5xg29(TO&kx!tvHFGQEG? zZQvkAklC(aIDvT6sjJ7@pZyAoTxEZh>we@%7XiwzgjXKm84IDjR1`;QBlf z1F9=5-AqjiQyh+-nSa4>POhFy_**8`u}^_so3txX?$CNHgt7h(^dh{jm_rX#FqO7# zq{1FH{``uEwhYaBQulPPmDZt-PG&o=khaq;7WGWl&uFn);=|fBE%><|@wDm4nAMfyuVxxT0 z$RENjZV~~PsJ=g6tK!14VtiGH!_zJYQPHZ8G8@Ak@>kUGj8_XFt*>GtYl2g`S@-`( z;4f8V;0rsvP;p;7U7$K(`FceE^d=!lQjxv<62YhR0T~}M%MMAc8fTGcG|C0zD_iAH zuyHp5ZtCh?z~!P~3T5VfqB$qJE_8xf(fk%}K-lIM+D z1;GBQ*G9QD6VYj$jDe1zVjDe9d&@sU6`?q@T+_=5k^6u?Z5h+}nA|*obiQB+Y1WR> z#(#q2!#n{voLQs?QB| zwLp;(lWPO6;F&Ymbi<6C0214&nkjbuaXeEPt9G<7K)`8C^-mNsjTgz;;a`tB1p#DA z#|C`73DDxVl4BIkQJqn>Dfw(m_3KQh<;-sU&WBh;Lir^RtgnN20d||6TjD=>N2@ z@w*RaRr4d$ca!H`do?@&*uD?3>~a=$E%gA;^PC3q(oBXKSic8vW2@e*B#!hk?lCl$ z0J;?#YV>&|cdVYjdFuhdXN|N6?{>WJXC6|g05_)ND zL0t<+)_DC#dO=N2Is?I?b{Z2AkZQYbkhe4j`R+!ZAiX~{Jn=gGf}xV%stb{dzZ{Jd z6cZzXRf z&G#3QwY{4{y9{0S|xRZV#_*|6N=jM9kF=)F-+65L%N~h2zb*p$BtF zIpz=!i|{98=otCwz(jsC2Y1f0c^U9$M=*(we%SWcYeU+uQECE+TJTy-7ewPOxJ-O8s3$>!OV3-g+&B>0>TNPo1`CL9f}u6|9|zD&m!HE zbrtUMH*2P4-abi0Dx;khW^REZY>GhUe2hc}mm-$EeS`i+EH~udcjm`*n4StUZ@Wye{#e?`k%YqvNwAJ?kh0Nql#;v-Sg{ib;5dsDwa zaQLatA!)+jyt=3+Y4t`F5pdzeA`@H(Rwt8%B(t+jnXGi{D@y2Qa~-SVFuKItjoSq5 z*3G%~A1ZOpVR0>;cX;8Ha&MYh$p6+NFn9QF$rdjEo}oHn0f%&Jkj*{0(oI)D8SYGF z(e&GRCao-_yxB<)5tz}NjTHlc==rJr72sTo2Lx+0$AGwanf@*kI<0!KAB7I~yP-Vh zDpF*6Raa~!2=O^5b_C;Q&FF*e>TrS0lx#J@( z=;$126D3OIg(%@ztdlrloq4!W=m)01;-K>%+hZ#^^~alg24pKI zwQ+q=&mB6xkzwPO}$d&5d8Z`@KoWl zWm0>O9vtw)0-2isam-@Z-o&ZamWns7de9CEPg&>Ru71vpw?kGIt%-4W(q?O7(RuFW zh@?EqE`5B?k;A}#_6GPuf&f@;@MMxQhiOdBiEw==M=DuZHD8yLm6$$$p+-c<6(H?{ ze+a{mEeHhtmjfcpDgC*aTC7pZ9KpE~%Q?J;;Er%hYFxpZ=`FTln}12PHM!M)zNWhnZe>I32jJrAB0cKIl4n;j*}P&^THg5 zD>t{jc$m!|xZ4+_j43FgkGK#5>~jkN#W##!V>`7`MrdJVAJh| z3+O|je5*65Eo1!w_Q0*(LdOFp7huOt09d3$Ex%O$Ck`O3hGlS>^2a38r#TS|?za`< zlB86lE-AQ?BeQ*@bimg1M4gxPuPZc&^VdhIvEYNn!Tc4rKf|Q*yi)`;l>kiY}wk{%##9HEkc}NBJoK%cD3CwL!yAYd0DQh#D%vP}tI=aaH$D zQ-17FiZuGqaE{HYzXyk-K!XBYq#LTabqR&&OVmo>0bl^(5}Mrv_N6_8+mK3OhI*FS ztnF5XT|Nc3%npP)cH=xu=&G}9?W|N6-FZ<95g+9inSF#!k@&kc`emzw(D`zEYE9Kk zeZZhY+LBw;W@@Wg1!<^bl? ira9TxwyI8@v_rE^R+A-{)BpJ!+qP}nw$0tKZ5unbZQHhO+xE;3ZlCA>-o<+taa~cJpZI2GbwqVU zM^$G@Nl^nJ0RR9J000C60QyI~|2okBV&H!a{!iQZ*FpYAR~!TY!2gH;lY;~V`rnxE ze~k7&`hRlJ|A%4zF~ctrwM~}CP0mJrVpCn} z-XF3Cl(i-}k!;yqxC@4VeJ+rC1vJBxz&nS*2hrOc22z?(i#m{SGfxNUnDyoMF~)ZP z=(7`H#=gn9TVOjNwt}<2v4_5V8l!nSaghG?lrv&wI=5{gC^q;}X%D)&^-OA6t%Jrf z#PADcc{W_k09L}XdS=&5B5Cp9@3O$-mQB!$ckgbZ8UHy#QdjvTJmOA~egJ4*{6EUV&P zr=}P{5k3S9Ev+tgGlrthk-4K8ATZEQ^H*cdu}mw!Z9skTSR_d2-LxAOIbw$|lVBAW z&(IINu<3*BGBPF&u$ALX-qo^u_6j=sLMcJ?*P-QxFJ@qT@F3UDZvxi(!>v}A&lP7R zBA?xwpCp6etyv^^VU@AbMdE;xsJle6R6^hQnrs>2W)pq7@di&A?Njb%P+Z)g`Pmi! zP$NZnm*BXdJO=Wf&>E5D=?V#>&W1OV(0eQGo`*3Ux}qIz3wpEaklINfvVfwHQZzjV zF}eaTq`3!=gI+XHe_7VW;+)zyNOjpO(1G#Bt!NKo{@ylY!2Y7%T0G^zlzS1- zc|U>HqVNVC7Q!mbOGAX3yXEki`V6g#j`cH>7dIlTcjl~T^&qz)>>-c+-qHMig`g@Z zEUdb5teB}$rC{*L5ap)^Csmd^TspmcI8Msagf=SBRW<^Qa9(R9pX>Y#3>3Pg@6R2M z&JUxw?j;pZ(3n?CKfb<))YFb%E*0>Xre)veb`ZZJ3e9R2xJ?!TlC6+~cz~rHVrC6{ z{C5!^F;!h<06K7V@1UKrrHh>HXJk`Z0=> zFO*aq8zbLe@Alk5%PE^nhhtZnG+55UjTS7hg9I=S9!Y9Xl4zhU%GpZ^IFnVF)otfy zW{4b$qZG;NOCd!d;G5~=902Q@u8+KImC>z@Hj9Xs+L!FK0ubX7Gei5lSf@bvNXjKE3X9%Rs*@{hZuVzqNU zl1xDSUm{FYXJ!aBeY`~3nLsuBl+ZH5Fkk}nl_n9r78+r)9@AUQKxWw}F1kGqH^h7{ zuQ>*1$hu95NqHpZ=BkUbXS5m~tP?MDcvl0CUlz(OS!mbavjuT=Nv<8x^iKDjv&m;HSt}nsj<05@fjLOupN`546rH(0(VQE0TI4^!is)S3Ybt}xF(PxU(^2b*+r+n;X!6@XBR3js2-fdybW`ObqFYJ%svYibZa=Kn(OXN-Uwn8*F zChfqlAeme!kuT4x9HfyU zDJUZ~OIeji2>=VRXF^iMa)3H(`o<(bZ(OpYQ`+4stohmDhB_$|I+VRQoY0als)jty zyZAm9)8p6t53ojW^>BP|bJmrPcM z^N9a-zA|3AFG<_Ka`Si1DJLEs7i*L5J)<}J8f0iy2rkXNJpK;5NBO7CUk@yjD-53L#wJDJdmWnW0dwB?~}oO2iceD7FRd6%{!@Y!?L~Y4rgSG0xV47Mk7Al z4qb+!gXdr%Kcv2*mgYa3^0~*T*ai)=8jeeu2t2dErW2kD*zInlmV_EIyaMa5C(#ZoNDBQH4F`2a#V4G4f@! zuGeSrXVMJbt6R%j^FqMtGaUKf=5k6+C9)r5*C)_$KZ1CIcM6Pv2;CH^kjh>WRbXq* z$v}`MU1|KfElD#n(bhLl%M(hPrwm6rtRvvgG0kIb;|}p!o?s!Bi`9)53d3ADEq*Tq ze2QXu59?b8^viuu|M=6s5q>$edq|zt?)c5ni5dn6%mNs%@7TAYNwPMa3hqS9xfn^u z!{S*=vP`0>2NJY*#OSD6pfATpBg0A>j4z$Ibo4e4o5fPF%fTjJ>!h44(W6?HL&WWK zAmT9s=9fPzx6dF}Qd2^LN1RSfnJs=fIeLe4J!4l@2N$esl@@{1mM_09_QYxo1taya zTADf5T3&genN}Obd1mlGR3Nd4tnT_it8~jfyzfb6_jAG4j{s-cu>R~Hb;KhHud-Jz zMzaRBFKJ84!;7Q~9F_b^noD=!s)XDKvn1(~tr|s@-}@T|@Y}R%ai-9WxK`2HJ$>2? z?qOYf>(?TPoF^-5s8@{;g_Gyif>IqC{v<*k#rY=k%XIJ%5;FVUnj=X`YCcsEW|OMc_IL zDh$%k-VPMvnqxK!6H>}tc#QbBWJHjoraaDe$R7^QXZ018b4%>g3cA27c+!bd!w27` zExy7eh-9je!Y>W9OWwyhge>%JoXc=^no?)-vaHB(Ur_BcItKOi^&T{333-4xf5;n; z_~*k-LEq;0BZ2_0pa1RkI~b@mC;c6xe~a&5f0_hTHAF|aUMoqhc;;ZA$G^Sb#wztD zAD}F78_^*&7VBIU#F#N#!&lQmh!3Db_AozoFvW0&=;6jUM_&#ZoLe0m=*omJen|6e ziu-)YXl}uku4#<-sng2ff+#Z+9WQ!N8BOr>WX&o+J6V!o;`-J8z6$ zF(Ksk3Jn7!lbb3Gxh1C91)7Cim3@5T5&VeeF6Dt+0#vezYGk`wMeCZS>Emrcg5{%C zC63LGp`;U7u=O8@axk1&@s7>i&KHfZWW%RZk6jI&9eOF5+>cQ5Qxn8iFbnO`Wjb zO}RILzl5BpI&=HpK_FPB5%V;}Ke!T9hnq;63>||B)E)AQXn+?j)*r6}d*EDG_R4Qx zbDR*hUp(=Dr&32^9TcBZNn?unIpf9u}P#j~|`Ii!Z_*+1xMdnUOj z-pS_Q1-geP$^6V2{8jOY3U%8Mhti{uTAEU6Bhfa|h*?K2V|_OS`9`S4V_7^wBD*D@ zSfiNvL@iEVk55<~Fm!h?n9A?p1`hYZC^r-|8t zB@MxcoI^Yt*VEfC%F_|;M?!t!|3n_YwqUCDM}v8=xe0!~4b%8(utH!vW!RJ=S7M?C zgNX1(oy7$AFShT(o2smU@OLmPvOZP%B?={`^BH51si*iN zN4`=)n|_OpM3`LO8MTdt&%c^w4VUcCHaw~TNv5Vl!NN14YHtzxm>7Hu*MR3?|)iQsmj{hcoc?TD_jeo0@|a;Iwgnk zIvqON2;!c(b#Ge@2F2s?u0wheM-y&o!fU|T<%83Q-O~~dM8&#zD9dInkjB&7^)tIT zcBZ5nB&FCm6=Y78LaT3fgRm7cTdGtV5)Uw|lC#2}}^O-hRL>MA>}7 zAf#hviVuHHyi?qoT0OEb<7+uWUV}!JuxFnns15qgj!knfY5wQ}r|>SDN1x!r+Zx5( zc|xlbg_hTEn{LYtoHT@lgnT5hhrz&PPwlfg)LD)pb~+IZn8J|9nd8*ESYZ>Zf4M_v zQ((hg0_fmS1#-hITyZ(XXzh`*q)puntby~JL z9R|AdHW0_X2lQ}&9YD=CAJ`_QNKpJ-PdRAbr&={sYi=iFzoWt0%hhv}wwe0KOah zJ=2DQXaYT~*F()m`BRMqSM^n4u-sJcB-#L|_T*O^95+bhhLCsNJ!KPFW5;d_!cdz} zOQ`@v6j`D#uW-auDY?MctQMB#rk4a_Af1~$ZPRyKU1WpPOh|Qlr=M)~L#FJ$8%C|+ zjiSLMXKTN5z+P&KC}tv{cffnCJ5g7aJs#x%e)YSC$a5D=WdZ9onA!|v5Uw~iv;>K~ zdfVr|`zrK-^|@4$mN}x0`{@>%M{C-!r^~GKIgW*C=BQJ{%)?82@SKJS8;O6~gRr0v zi6q^e1bm7j@RB&NT}==6V3n}PJgxYcq*L>)tuNe<-+O**@jOk4RmzYg@cD3>GBtHs zj<3+fv$?+e5YYmL-ebwf97K{SMBI5!x32eCF5F0~Ww_GDOn#5(PY`HF6H^fh#^vAV zgCOUZunUR6-b!`IegJ)ZJWGc4Z_|L9Ib9ukE?xG^BavjxK%O}bl-V-^q`RgmMX$Vz z+}RjWZGRe7g+MX14(-8&#tq3>Ojl-^CxfIIgBq7~W7E4*O7rtr@_u_92@rFvbl()m zc^bIBP$)pOm#;rp4T&S__hGT4)mz)B+U$nU)vbWo(utZiSYiT$P(id&dw1C6>o)OW(QBF6$C|pEzkBqT(&l;p=YNyue zX|J9$SJJ5}Hv(&6dfhRrd$+JB^dchWa$cOjS3G5O&lRR^jhJ8gO4dIaVi z;G-%+Pzfo_PA->AE6+8nndK`J%OH6{7|fYA-|QM5`NS?B)OsfMqtZ!SwIXe_QCZ82 zQQc?o%VMNX-gD05nx>BwE-raQi=~4#p6H*_`cgr}$>)$O^1s|#Hz+kF_0{5c*Zz2} z)tm|n0B6!OGULbchby(+-K^!(W`Uu6jUR-?im#KmtVRxF#VX+#fJ8D@UgmsVV62*P zebSY3e*aJmW9%f@ll8VzvnkO?LUJ_^zxBa_Xb=CTFPIYyy!k{d>a#ji?Q4>!o(EeQ zc)w2QBf!d-1VUL~3n{>zBcyGQkjl}|2(osQliUP!e>YrAv}b}G6n@Gce+`z2yQ5S# zn~PzdyC@TO3)H{U`%qyAxgoPlxre3aN2Lu0Xui)d5cjV4}!Q#6!PQccXz$UJJ%MB=Z zlehGW-%jDou*A6>*V@~QIHXBFz8u?H!3VqCk&D%)o3pZRQ$e?9{aN|F^uT4Ih0^{= z2#W>daagF9CWS;X)7hV`X8~Ekl8QAl@K>?3XJP8f4lGMM_`4D0^5k;Lk?C=|{d!Q9 z-AFErj(=KRtbTd`ny+u&0}c&&AgCNpx^J7X4u2D69)Didnr*9l7^}-t%=6a7!%w}x zEB|4660Jb{mNlyfOFLo&JsQ)zWF+&xq7vZ~M7}7~Zyd+eC_yDeh#j$37YPivoAU$` zga-0UfddH;q(G;^O+NWZWXXH_2(SUE3)-SBmiYe5;q|=@R6@?j$hh`)WA#`xKdi!P z|9(03hBby2E2Z1e>Czn2whyZN@f2Yv?9}ZOg>kUsZQfs^(!~?&v{a%}YDD?+>r}p* zer{mFeFbTi$IgBqq^cgI9PCI2pg)ME6m{t#FolvP0SE2B-L9exTa=-Sk#=`{m$0f! zK$Ut{9+21~s1oYIh-_qR(=5x+RE#$*lf-i6GWI^4&z<{coagj0T%8FT6EAcO3vMNq z9|O28X>C!TqD3AMX-p@CMslzrE~x^t8Y2WGdeQfISOvw{T!L|2Om@TL>FMo9In@4tGgw#P!LdGf`Zj zW*5?mVoT9g9WO>oY|f~K{A3Wg=01UY{$ZlRaBEWuql$>_XMhFLO3S+b7-4jUcVbLF z7Giv=Wn+-XRKNXObqzpTVaXVHs9BUQbl1V^P4Z;?u(jY*!fi;T?oGam^*&d;J+Wmb zOX8oy>Trf>v_P5Ffb3hm?>`Kli5;;7e<2grs=HqD4WOr<89&4Zsy+nImGaOIyirM! ztP^|kNhE$v0kL$c>tJ>CAJLUj@f$gEe6XLjveibE+<@Y8Mg?CrY|g$y5SYqNgY65z zOzBf#B{C#|%XTI+qgT>erR-yF^nWxp9lZ)7=t6uFsRI28!-vqFgKYA#Oh7c^iYc)! z=TbV2BEsw|u2Lh`oZG6S&2MKXq!k`orZb7?6)jXfThI{* zg_m;BFF#P<-6IDM`WSPotT}qMvpX2!wzfC(*CNXrz9voLHdRzwTb|k&p54yafrAV7 zIF06MC?yX&EVOl>O|0F#W_OVBj1YB#gHq!~BI6|&gnn-7rjPvj4QAa_)@Q-w2>0;M z4CQt<;eDR#P&;i=-nXP)PGUL4xq*Ylb!&vk*4h4p<#hn^Fq@xhU!12c5_- z>{!sj>`G#bD#gjwgi%4)7pL$RLuftVQk*$cH)z;COT0V<&O36vC9S?!#ECKD_iEH` zuOR>XP>jDVs}hM9^lX)*tstzfOqG>YGyPiajCU%zMk_ELRV@SML*k#m@Fkr4XJ&9ojZj>`0piqnoJtB z+tq~t2Le<$6m1aVJ-c*GcF^N_TZ!*# z_a~JztS=f!XSK)z2Fh$LyEZ*Q8qyB#g%I+*~hJra>#@YAVMd9cfOv`EPJj6C8r(OYa=?4Jm>CmeP-QWlgBIjhQj)? zX+P=N3s8TC^X%=y3#NO_Yvkg2vd=SV@MsHEy0kKGiwn^jQnXs$4j_L;e7`4$I195O zu`g0Ml}@cEzJZglCjF!^r5HH1o)@`bzw{gV8J^7A%h)*oVG94gLBA`8FtmV9xz&ClG4 zJ^sFL0Y+qo*PlfQMzuys@wq|kT*SL=?KAJ_@5uOr&Xxnv0HWYP?mPiDL#wun@cOOO7f$xPsk-P8l62(8`PTS85kSn zh!SQ=t6XJ_epr^OCi{FniB_@M@XM1i^vz>hbE%g8q_5+Gc&klrLBp(sZ08cjd)PyN z&3)e~`d|_^Sf?nzkhsGgzlL#05Sg}2v6T=W$Dyx!OYW@8@R$*gN2O__QUR`~rC#Io!N1EyF(3ZKE7^&X?wxhqsB*e|_2 z!Q}2;_{CP8fQ@g4#yvU1OkUHFy<)G6D!5vaA&8xJCgW`KLiT*=)>7xpXXFiCUix5idHX~WGn)}wU z?jz4^p*|;zxsurYgEq#nCNfz3tOw0rEJS~OX4}ZV6|fV?4F{fP%}(pp6`XZd^G%{Y zBP~1|6L?(rUo67}#mV1FTGt@b5H}z@rwYg;Hb|n_Km_ch6y7H7o%`ki5Ds{A4pq6a zH~cPLiFMJD8tKABLp3G`#7`QbzH9CDZWi&n3V%|x%x3uOZMm3(q7-I&e;;H=5KT$+ z{QCu3Fia+6bob|=uz-amlN3>Z{E@F-b$` z!`V)v3d_}DZGfFYV0deSRjG*kj>_;Juaz65j4S`d`RviO@dd@g#?-V%X z4QN0Qr*jtE3$YGs#F_M2g|TtL@H1cQ7D4Q2*=gG>$uje!Bve>-NuKVb-F z=x6%za{A##*j*PDjGbb+F`^2sYP@fZkv)ik*1iJ$m$Xc#VKrQM&q4Gg_x{kI6M2*B zC#Ua3sj1z%DAw8-;YXn@vA;;+1SDw*B9Hb#CAc%wWkcJG%k{{#7e0qsTn2tuAuahg zpEGMG1QNy<3Z14X4}`f|6t`0w^-0D@L>`Ez042aQY8%Yjb97z!Zw&rq?Dmq=k`slz zCq8UP)7H`|DC@F(*FX;12{kNFstOuME0amZcTaX)uMp2W! zDb7nuE24@7O*Nv|z1;|q5lEHUAoxPHh!sMDvHs*7@NyG&O{+Yb`yWU~Co)~Ti_P|< zvsdPZ2W7KUF(DCN{l85V!zPj%IvAm(>?Y~xR^66J zzskIK;Mu*Y-P>k+P{uk=XMb+zY`)?=%-AinIGnMoFU93Dwm_1>AVd~z%X{L~Vq>r_ zzdA=z(^#)*`oeak6wt|d4wXFxqdhRkiK45on^7M!2k<;REsQI3#-lnh9^m>Xuxcp= z0i*$M?9H6end)`|1IQmyO%_Ga1=C4Z%;%Q(zBfMzpu>Y3grCq`?byQA&#(+>xG|8y z-fqOV-LQ*q!P%DA@AE)mD+Cm*KetF)pL_1_htwSldWEG1&XsX}m7m26#eaM7#b}d% zjR6T}c(X?<=a5F7-72QnJ9eh_Uv{_@QhU*`nqb~;V>6e194q5~6EGJRNgZ9?I{-E3 zYHKcT_K&Xnv4gO=qqX)6-Jkeq8)6fR!P`-*k~yG7RRmDIcXu&tFsBU}WqX}IPn9sr zmwfU>`fk6!sTkHgptgTr7f2EQ5;I_jD)r7wn8@c0XH`OG}8abMpF^myLi$hI%h8B}Muy+4?b z0XcdySrl2t$H%7U>h`imV0~fF_lpdvw}q>F8Q<$;vM^!zJbV?heMYYKjMK2 z0}!Z4&`?-oq1-9J+T$K1ez&XH!UiSq(-YR{*ZzJE_hb;=+DIc7yP$XHjRbm`Ym1C(!e|+yipn2srGw#b)S_4CSq>ba9jrI@o z^cIp*gPgkF zb?j_YI~iqMQ;RmPv5GTf49q`6+yJ6p1YgiwsUx1`x@RfBAfgK$M;`W0`ROvY{U6W< zf>^7b>qd@$`>`EwG+6G1{#6AC3ez}Y8W%-Rq45P>QG@Rgh(Glb%f6(ZTS_Uj)Ns}u zOZm;^3sK;OIhan<83f%d0SPG93sxwo7)1zfZ7x^Yzg^r5A$vImj;lz9cp10HC=kB3 zR&OYYE6<&g3DoRCU=mgV@0Jc7Mw)g7Xr0~CG|%xRf2zCn;`@EQl@`%A}WINr7W+c)rf|tTXQS9GJ>d z^UA#)5eMrvmdBQHm#ejdQKOFLKr$lIk$Ih*?lRPN6)NuK2ZS%QlgyH+5{klU?7M>h zpnqYkM-=I7(x?3H4#_X`ouq%F8U&6M@nDz2wJiX!oMVGDF0=dVLT0|Hs-Y0V&Fx)3 zNt0~dW7T)mjwahpV)|;x?m{euTq$4E*-%YC1y9Qv_JYC3>iZQ%bALS-^rEW=%c<-U zV}{MI+T{t1HOMzI!8HunE6CHwWZ4K#5d9*~X&|%9mgO9To1cYnesXCWG*@KN5 z;}iv13QI1D8eI#iGpo9lDOax77YbD#u~d46RuWnFx=8Py1^Wo2YV}7!d{_DI+lRUM zqp?_shyV~e@VfA?1~U(wECkhfZ#alpyB|x{PpZ>S{&ofMTq%|9ZO5OKO<9WmLYqU(=-J)IC<&&8ZMJ=W^sB-tg|T=r{1ma zt>B+&^H?rb+)Vra7N(>6Kf2_J_Yo`+b0j(ELiBK77p0I{X3A7Bim-D&Rw^&wSmH9s z76#bA0#bJ0wJ|ox2)G4E5+=pqG&BFGeg7E*hp{dkf#jFPvofZwQ*x{@3zu9|tzX2#^m@#hsI>=+_o%nb1Zp_1Z@kj6&wnc@V1n#$-70&1Fe_wWUWrodFA;T|Wd703 z|BdNW@p^QSaTOrTtvyhV?0eR1v|%#6e7vKjDZl%+IokdA>}P7=E)2JiG`3FVUKgB? z($g@T(wcMwO`Q+~*eRl*H20}-Z&dN?Dl%N)H*99LWQoWYV)S2q!-yq@D*39vWE+%3 z7rasoQPz0=65M9q%U?CKUmp&o$|QWTNh}E$`Dz9NS=<;xK6=HD%-y-rekr0i5>66t zM8^}<_We5DC0zji*9qx+6CYM%v-R7RwEWD_zfXGIKk8Nh4L%h&oD^~0I{#tQkD3K^E6q+eU49D{$8VEkIiq6~nZA!6sLiLNo zUhFlcH%h05=R@_|^&!!ixs5+GLID^LLchbgCXjUg1~ns&JQih*LS`7m`roO1yahPo zPi>-EsLA2!gE5Z;TECItKvLjGY@5D~;%>fVo_L`WsqjHmC43DcCV1t~r|3YLE>A<; zNl)5_8)k{0Q>`Pn@;wgJFhS(lZNDCTv2|Ssa0?X=XnRHckAu4rJ zBlg_14>JL79@Hy7vHkiT#vCHLeTJ$%Ab~x0*eFJr3YbrG$*~&@jtU3_dguJ7sA~jg zXi33)kXEj!L=I#kn@Ey1R%57npjj*zS4tJuk@a7YPr^|&c#{2w(LXbO6uRLKFi&`v zYqqHtNOz7n{c|aGS)r5K)`?0n0yp2CYt#Xxay~Bg)AsW|qzpSM53^w+ZHqX+r8mM|ybU3etTV2A3%mtw9 z^YEfXmMv6$Ezt5fz@E$`7`Q?OWvGlCY9J!3Vl%ega>g##d`Ntg!nDY;VaRU?2UnV) zM;EJ;b>h);U>hsBEbikhUlB@Uc+KCZ#jqVg;_L>-o!Q@mu&E{*#ZpCs@(#sdWGT)Z zMMaBvDSn?gd0q3;Cwu%_)a$2EpRCGJurR4b7X&a-+!)M2Q<*jDjAvi~wu~1t) zbP4HUUo=;@KHERH*XL61nCv8b?KY3zX;)4Tn`H=xfaF6}<5-_e*|->fgds3B-i?Ff zh0R`8rl0~&lZXB+^o-swTU~xN`y(EVTP8F!e_ks5PS*wBIgC@O{fV*UuH0OThS2fR z=x&jiQC`}STv5vpbfB)3H`lq6K&jNE_dcm zy}9KcC_#dy*cKwfIvYk;Xt$?XTwqr_vG0)I(Mlt-MS5wLu`?-DJ0&-sbba4b*WpEK_pIxT-5~$e z2aSsJs~SWE)z8{xdwqJX82W0DiL19w52VE3?;a=%Rpbf2DctsLy+#n6sf?8`oQcgB zbk6*^$>1_^BP1m*W>4LTSy;=;&Romi!c2YCG7&KbS=fKWnB|y=|LV*8GhqMe{`_e@qPnGpL7XwqY8<4&<};UN+fPQFzd4F86%2wMQj#YfDX?a)4#& z4zPcYXhxmPpfrzgYL)aQ%aizfH|3-OA=UHMIut{>;^8)Jt)g5zqBdfLr&67bre1Ag zBh>DTvO#Tkw|FFQ<+2@w((LvSH^*wwQR$9{@24^WqWQJJ&!yd=?3~I&2#GOrC2}}8 zh3iO`3A8pFwEmH{-l{($S!uJFXZ@AV+#=uV|DZ79;QYAiMbCI{qFAr6Klmi#W zYw~dfXR-0(jE=c6Bvh}vg!FX;)g4OZSC*i@K4ybaar#09>!Nbpjcjpnq?kYYa+cw& zCH5v~wB5IENX!l7$XtSrjsjHLUAb3&Pv0cLn8@`cZP3M;Kdn2R5+IE{`M!kN0D_tE zEwM*J4%veEsWp3S*EZcG-l2~mW*qwpyDy=+uz}{zaU<;6F`t41-IhAlj;Ackx6f)7 znz#jK=U4yjBU>r~dI`33^?BmP|20y$EhCbj#DKT{kzK17llCqbH@M0zbf;&)B)Y+7 zx_#M8CDa%3b%at(vKd3KL)PhpRtM2d&oH$1Mv;H}DUOHZIbDjXCiz0i)!w zO(Xuo%9XI+yg_s~A=A5>#1eXcQtl{StAf*h%`GPV%z`4(AjBV|sDi*Vi0Kl1cQa=l zHks=_nnCvhGAVny^w#(n_f4MphY!f>1!abRo zitb(aM1BeOYmLjN{HvYO(#;QwAGI{iewN~W+hcR2DUmx)ueqDoV9tn6N=E#WRrYBu z>Fk6r4mu0$CX<^yeJ=?4KKOvhy~`8%;=c5{s~b$J@K87pk#*!e*=5j%#=3l`poV~i zvEWup3El*O*;e&S%8!peAB%fZ;v|H>Jc z_g8Eag-h*>&?IS!7O9YP_+_^5h?NWbzKT13!wt(QBXi?iYfCK{y)E$d%5G}r%yr}( z#K^_SYp~n+cd<}c;*?sfU0pC!4nJS{M_dFh?__}iXriD{-&P%eNr?pHk)sZ z2ffy?8+RnCzoX98n(m4#Ak<>Q3ANQo)vYK-mA|DRQiz7)9KMSLuU@xen%||lq1~B* zR0W4XyIKUTLBN+-^U?`5_Jw}yjq8sv??F!)B(y8;?n&+saF)zYbmlUyYLYFe8qWDj zB-4>@VQ|ps{p6MgMA2$-pShH`!%U|eRzsyLQ_`LsET~sbeJ_DFZ>xeKtLDgsIYaO@x#dv3`+Q0PU42=x+B_%lqFqju`|z5 zMxWf!;v!TQRL5T`NKpqG9zP*r?1C4rh3M00B@WdRF3~l6I_ti#`Bq!?ftC;=&x(UEpnI=P5FbUF83s?HI;CGwyvlt21F$%JvJ>A>K7X-J^+lo!vQOsf|=Ft%L5=_^gP5cIXIRz<@m-BgR&=NrL~ z8~6>hbA@Fl=F$X-KetjLyNDyeM(uU4RD~-$*tFEXmtC=;D{*V9!L@D=Qy;S0VnV)j zc6EdSE_jkulimPsIed&fqXVBjgB~&Mb{O_D)^?*qe4x!KYBAaT)T!vJ-tFyS>x}n% zNcrdP7pvaD^u9Y5f%8JRk->i_orw?&^Sn^d!)6!mt!M{>!eH>$j+g*=JtTXc`YcYK zqP~uL;Kx!JNMr0^aWZdMlLuVy2!yl1)XsT5sIJBi_Oyz$&Yw&$Nn zrOwyyYXp>x;N_eRkn}o-!W;vmV5$WgZ@XrT39*D#T=lTZGl4in9>7$0h?tZ!`T7}0 zv)PYdrKFC^Y6m5}#R_PtP-Rl%+T+?x&Aqs9o1ArV@C_KA<{bEQTimO&)zV7fWyREz znW&fA);=mUSPlmbbujsFS*8J*5$<4U=K@be5 z##njXV9}g*#85EP{zTKq;~qg#9OZCEyXN9|U~BIUdX-j1)=Cz$0J!n8~Hcm%u->u>a{Ks1hmsQlje=k zu$at}SA(oRO|{B|9NoO8g&FK3W2l|A6{@LvRIq=_N2)q@qBmpzeO>^)7l{ve$M)9# zVCOptY$$eXKIqig8^O}=)bZlIro}+>DiV(q5k64n6-3n9+`RpBcrAIsE^$bM?^HEW z@T86dqGPB)ClN=Z&v_|x3DN+UA6ipde83wG78nGV9c37uE@ z@(~WAMYR%!<;G6R#=BoOS>2FeSoh8t?bbWc&v141EAU77`G4f>;8v5)@eBh>Ss$!& z(DoX~a>v__YB`!9rfhj+?>i8xm9phqBD_C@W5(-C*j-3~mc5H-n2_62ofws-RS1$A zr|T(w1|Cp5@Wlf`1*R4H=s?#D>T#asTzYh9WWQ@^6ZCtP^`cx$)o&Xqab~9lxn%QC zeRyXU{~fhSf|*VPbI~#_1eWjb1BKrBl)PoRy;2#$GpNP#mjW714&u9da;N+>imC<( zF=Q=lvhyHVgTTeK&%Jzc9Z34Ve@fEgc(u4yL$CZW zGsOZGti1{M<>Ty&7DDFu@`e#kJ`15xjfQNxlTELwlX7*q2hA&qm)CU{5El_x{3)S_;Jz; zR3PO;Q17#Bt3pHD>A%MFR3qA8i?Lx2YfbUt{oyQf$E7-^7e!{6N?G-yqhY=iF$wOd zpiO>dx^2O;9HXy7 zwP*lX1-8cDB%Jyoo78PW#!GQqm(WJo*1mamEQ4E6!3S(TlOoQl%HZGRQB!Qy9?tc& z_-MIh%6QRw%YE3I00e_AlD!6NV5?m%4swFL7djz(p=4@c36oWSw#ktrd-}iS^g8i9M#u!L zb6B5od1ZOV!5Fg^=yTQJ1VRKM`9jRUbx7#>Er(a+mvQujEmNw>{p%z?DM$V89HXeG zWW?il-b(`~N`L9!DG?3Fjn3^}8G%|ev1`W8+4ou&Y7lAchRu2oirq~iU$9r!xa!+U zR}Xo^_t-yK*vlbmv+03L>==q{zEtJVX1Vha4CkaOW0=8EFN>#>;C_vLOI?o3-Z;;B z?^RiKIsI<#hoX2&4i(XMQJr;8YyN)<-vc)dtbgX9vtKUj4B7qgigQGx5vv>Dg;R`6 zz;9}+$z_DeG`;G2oO0r}6&hz-0N)C`-o2K(rkBLI-^r1G#E_nFbrSU*FLjhMITXMq z$dyf;?V#S7xf-?To9HZKsDK_y@q%G~sS*MASeohGp-#z=IcA1B;_&{Q{7Rc-CL?h;Rnnx>RAEzlelEk<~$&y@cre` zIK0DZ$bA6(1l}--#Z0mB+vI~!?>+-8l zVf;Ilw}>w|9P@+QMCoaJ{ZL&w0rPUrOulf!N z1;<*-h{M$P7>#n$1c)4X{bkhAA>A1F-TeEUi?%#yyP08(Lo~E{Y3lF@0sb2o(7!{O zQ|S%VHvbm@Q9!Q0i1N`9QGwy+)A2#(bnNdfIeT@yo6UdR;SQ9=ZZ#NJy>?s|8w!X* zct1!3@#RHigvW~KvmM8~1iNM-k%x!gS-K?G95pG?Ew3a3y`WFvl)*yaPXqiCeFEMS zIF87q5RsmKozt*Mr=GX`nShGWfq3@*>y4DhJ}ciZQ%UcT6U;lkT=DP-99GZqa{h{x zp#TBr2S$VV7oc*eWR~|MO)lZLDtx-}sq6MA#RG>uk5Y)~gOXJTG>?8%2 zkN13DlP)w@)MYXe$%41F$>aHs&E@@X-h*u%E+Jj43Ee3-#ex%c*v5>)CaJeJn4a8} z2Z8E)TzkzlZp%!5`-m$$$os?0K^G$FPktgEd&)0l7`TkDI5Ziz3DiH^L7WBEC1|*0 z3ht~74iL&PC0@|L{hlVXn@j;XDxj~*l^{?<|s}?!Mu{69eNBUpnGZG2fP(x8UGZ; zrCuQwPAE|FYf!#5GTvF;6l5lbRE3$>U0Y27$IE68RZ>1+m#4dh4wt}{8^4p0x(E5a zn@})u=Zh`MP@d#m7|hC0mv5#58iF6fhtEa#5>;iX4} z9{_ndodk?l!8rn3i(ZRCX2-98FD(zd%nK5dFuPkW02_-d zy1>FAPo=3vS*;=YmQ`{7L>D8h+x*~(W(7!@W(42=6A8|rr0^Ozz=XDlMH3u#4PI|U z26l`whixIN0IdHd7fd~7l!8&d=(@ABYet4EbF<7t@F=#zcZGCE`R1%te^)l=*YIjp zBs52wEwU|_B6(Dq3+`rTk-Xl+00snVPhgtgz8b}!vCHlH_sqM&Xnf~iqP<#-jv+}7 zzX4r8M9x0*k(BN@qeKNbM#pR2vH&oNmw(N(Loc6f60beF3hf%jZ~y|}eEu)BXub>- zjz*&24#~x|dV9)tqQi>eiA%8aYW{=lm|w)_>Y0@hd9Bk!D`Q*FYu)TM6Zl6$()0 znyL(6rB@c?wm7tx*X8}>YB9uY`RcM4T?v+<3^icU{b;&|4$;Z#yi$7b4G_`yN6hyu zdL}c}-T<32N&HQEM*y{9)&+1%Kj4QUYXx$LQF*Yggyjyi?J@Q*-Ws%KG~B)x?dbDT zE9eu_+ys_q*Pzksj3uN3HOY<>W-8q((JU%Y_HGPDV`PK1{~SoEhc@|Cbd8^~hJL78 zgu?4MRF=RLcMbbKc>WC>e?flIsBVQ;EbliX?nW}(qzW2a=;~)Yn`6pJT#^F9rW}|? zPU(8%%)4?802oe6I&-NjmAnZJ$J>}AJ>h9;bAvi+<4W{GBHN8sX*?!(hU$W+TxH?( z0+PahN&vgR>@argBzvTs_X;m|9F^m(nX?FgV7Gp)uy=*xe!yfksn~Yd;E6b4u_E6N zgXOtO@I2z>cx=hYd8@kVw@6h(_+g?y1Lga6w#$VIUq*_X_%Uj% z@NjISl!=H(T^Ejf_x3PNo(`5}Ng?~W6*yYJI)SCQWZ2{fc!xMQ1I#Lt6JVZAif!kc z@IpWt2b`B%j#K3w16=BY0u;snkxU<;>Ro4Rvu}#cIt4RvunXQ|sFNom)i8163gPN> zs^Kwh9*2{?Mr>MzvxaiAoWMc)FiW!S%7!cH+|=Vf-vTyXHSYb9U#|d zyh%Lr=Ij8DNfmC`_31|u0z#eKox%9L2pT=69*G8&(vcUryy%o)vp~VPOM>n1?LkJp zrXGd6@}r(j)zy{v>3;rN_!SR~2w@7J#xsZCA|rR#uzCC? zX)G^9u$}+H>QV#&iDgwC6w_y}r}L$t*q-BLOkf%z?P6Q2#z_7lIDYJ?Sd_L|U0)SR zOcgm{k+3OpxA63c=gAu^^a_sPy}R?$iWn27HSDkNGlbDQk*#cWro77SI_BcTNOU1sVcL;PQec*@)EI_eB6@%a+ zX8~ZEDq95*28?;yjw@+Jx0+gJ`ToMc z=|8^mbKebTLgneY6Vr0Q%6OYurdxbVCw*~js~ z4Wg_{WnIr&z=tL;^^jrK6t1+m(e1R3lZK?!CAy*8x1fbyH@$eL2Ou|UsXexG$XenM z*bTPDf4+z1M?yl5#=&=}(_98U;eV`WeK2Y+@5c$=i~}?`VVt`Q_>5_Z9z6D?%t>Sr z+eHAFyzOt<_t<#Fgr%Ov>kB(JT6D>mG)XSM)t}$99&+*f1n#cXe2HP^sfDh82;Rr` zo{QPPmxx6NjzUs=qwrw&XU9ehB#A<4y$s+1c01xosLlm#mxR(H#tkb`o}S_WdR3Cy zU1~?e*f4Y*58T9X1)ulnpA-z8I{A;jChmkJ&ddo!>!IqE5@hg6gSFBvaAbB6oxD-t zQ_B7007^4G=VId);EE<;Wr*@_z*Glf_b#Y478yQ0SvUA6(3GeQU*sSngnio1mmR#J zF9R8hciMo1jtP>p?ifp6o3w+K&S&3{!Myu6bDB{I(;vQe4)Q2>=|mST^# zsfyKhw5gTufnVZj_HlaIVp$s_^ZxB03FS1=HxbY*I_h7>n1 zNZ(iWPGJn=B=UUx(Sd?`DDhW3B(nwD*gRo2vfM6MOxIm-L$iJgaB*BfVte9HjX7zc zbQ^cbT^iko^`NbSJ~*fR;QEy$^mUF;cM7|*f>7*Evkk^O$g4)^!XEUJ&+7ME^rXO zsWTAfrw>OQhL{I+Uv)D3&_`!c=({i$65jFQ4vvpGfo~HjZg{HvJ#Q00L@MHpRW`T) zIq0b+ryGAvUmD>DIL&Se(wr9dH}wKW0=-p=UShq4z!e$iJ;d5&v@70oC*~k$8R08z zWk#XXWf6+!x?Fs+=SJK9c>|BlZ+T{;|V0bg0E)6oIZ~Yn*?6zcvU2NguZJv13Fx$ajppbw34a6_o zxJW8b`rCA!4absiH%`7=L`4i6DJNTueXNB&I9)SU?&J26Dgkf6(XzqwZb-abiPh{} zYPG!$B+^hKh98au>`#?xHt zLhY**1@Nw_Y9UUw23iIgD6-q&Slx=4c1Rq;$yoVAkGKsv1d3F#?3FfD(&X&7i}QRZ z>cL1xcrPS{;IOC?^7W##p8XM9=$7>nw8B#Y^V{GEB~Pp<|AeZ-L9` zRByyE6lhB;=YHQ2;u!Ojowx7OM$+OvFP5>aUx##!!j831YaD>RPoT}*mi@{zcEX*4 zx)+wFQnVH8rutJ9ol1xmY5yMvK(a5!d(brU0@Jp5r(b{ zycH#A^ll^9+*Qe{1O#+*q4X2Q@Znh&OgC2vIPS9$Yw~L9#8X|Xing&_0}<>S(kEsY zj|632+(YeDrh?m3BB+3iV4K<;? zbD}2SyS*~UU>|JPsDe1pd+?x<9qqW5sxhI#Pat9ubCpEk>ZlIgYo0?_*x7^oOo6`dizL8n3On9I`2 z+;09TFiTm%xJ(G4xxkYJ?&{pWScRNd1JXcu4spc!3sR+;V|nHbJET)7&`~ePAxt5T zzJPy^vW#^wc9&>#ju)s-ALH>ma+Dk*a zThfdTAD!ytut+-&KNeTyvKOvYEU`=y z^bRxS0fz#=0dNOv?C>~@=XlE1@y{>e$7F;2E2qiX|A~M#?Wxj5d%nI5(A4I++O4=2 zn9>aDzhTG=F0WW&V3!I4x`~0P7_f9AM75%{E$8@&t||g|YAeyevdic@FmgJq)g^$F zT-ogqHKx6#GyCI!Uk!878CauUq2JCoO=Yf&Q0fJOg;ML7ARc{5Z{=a4K9YYwx7hs8 zk~~{Lp12_U`g~T*KIDZ!U zJPSA>QsO>w`&YeS?liPM5`6b#r{XsK+qSqq%RQ`51Z}><#e!qD${9nFD^eBN(AM5+ zShA{s9w$I&gu6L_c{kA;G;%@?WMa&jo3#c2={Lq-g5}_x)ioMV`yC*aj;-r)qd~+R zDYPBPb|*F@MB^=WJOMf=R6NH)o{Lkxq}2?%`<-{}C%mq$IU$QCxibXC^ZR`0!ty+Y z|Cmwt=2(x&T|iE8^o8lzw7_@4+>q~c&jSd^9Yj6Q)B_%}7RbWlCxvNb*@4ACO=heV}SdRQL}s2X=c4dQXC3506Vo z+IyX$bw#v{>#H9@Y!ouw1p##@_kxCjY?}@^0D}-N>2oJP+A-WDz0TNOLrM3EY~9Pz z#4Y;HtmewM37_qP0Og~QSRE=K&74i%hHv(^MRd|z!X0fX;Kb7Z`1cNi>z*qxY8wJk zRR?1z%3*YHm@keN5g4H$oDC!R6&q8hLP><3$5h@YTGcVc{q*)C{;OP)=q0?_H8u2;wk?H3W(t z>Lrz8w%ltOm6373;BjqaXh3HeYj6@xftvSZh0#2K z9IzP>wcf<<*6&9%d~wN}vjslivo%RHN|S^ET~l(Ph;L;EhIK8Ca1it|8$)fhuU0^b zX{}J{tzjhW)F97E5sG4}q(TkaMY*z>Iv3ICMKRBBoRMEdx<fiNcKH2lo<6QQ^kULz}a{436gN1=}%kj zsZ!_gVB`mf36%&b(a(6(w*nUFw_d)44KszREy~&M8`mc>4Z3Inek2w%Bq$&?Yp%51 zq`6MAVV506Bzd9-v7`uopqAr6;hbdA4=!d!j>&_+2gU0;tU0HB2(L_~KAg*0`w^0s zJPNmAS=n&d?6uR8-}5Mxf#%Ao%mXcm6fh`VpXCoqfFKc&_rbRu|Z5@ z9kk;U^rGyM>iap!ro$Qk_q~C-S-HIK>y>-;Z5?B30aF2C4C7$ldn_oAv^2j*#7^`= zHjQN~j%6_eo%>4!SE9#-N^srF3dujuY@vku`U4T;I4|xFDs+*$W;TLVSf=Qm?^lyP5+?l7FOh}`#FZg5M?$3LlTC^E-F2Bp4AOwzpcgWs1*Px`V+^cXeg zpEsENVngIFXCzRAL#&4|hqor%1tqBI z$X%9L47Gpu@1Yt@`Pw@j$=5)8{tD?$UBh7T_e>4H>1@Y@-qTPEYk+V+oEF(F-%Q4R z{|+3NQ<5-%;Q$Y_;SJf7cS6gxUruDyD20l*yh|-D4N34M*(lY?F^y!*j-t9Qd3ghV zu@6`@^(50%=G|MP{vk{$&cms>9D+9OE=*T^-z`$C?x);B3Dv^rh_l!qvpzVTz&(+} zxFa0r;riVW0<&?uw(B0S`?3+z5xJuXA&aT& z7Xy9y3w?IdBbGx0qh?&r-_O#IBDT1CD|jevsu(W=^&6ZEi~V3>)(h8L(Uk#=69B{~ zu*W446+Q{~H9nVxcu0m2&D4X*#9)9(QW-B!T}Me_ND9i{0R6(tt0Yb*lRKr~07Q(` z6YS(Q$Y`mju8hu9HtC9y_~UH}fLtAo><9d>@dg2Fxn^f9R!mWb$s@hnA|_n#(B@!s z9iWYIo0s;Z^W-D(U20PpuSRjbeJ8R+7B=)4V-QDM7gEUu2Pzly*R)=$xB&*^0;h0+ zWz4^0=sAPM9>i8~%zQxY!x%n72)8pL!5L|O>1Zu!c!jvY(0=W30|FGL0l3jzmOmRY z%ou1jZyqnwv?{(Z87dpQayKH=xU;rUoBwrFWt#xD;xAyOlA$DAoUI&`Z-8S(*l1$$ zTeK}ka;MMT>tM6vt#1TOY*3J~u)nCO?ip-aC(=l3X$+hmX(@8vD@ZwsN(FhgpA;*f z!>j>yotT_d-=An1QZR=%$*$NdrKqX5-$y>F;ON0Xe-V*RFJgjf5#6vnH0{C1{V5WM`sv@bZCj^*+oF0`16)ai$SSg6? zK#PdXR14jMKp5G=M=da}nMYTkQ!5Aa8@+bU$B;kEkt_NyO;w(TK;=N!BSM!#4kgoH zKjaKTd=EdMk#im93-8ER1Fi#2;dn$9o|?q~Y5VR6AEv7Ha;j?Kfe67up<6t*pvlne z>Kqf1G9zm<=Dfbn;h0?Vd83DZrD^*frv)E-+9+OrFtnON*#*N+8AxXnmI{j zM%k5C(o}B1V~_`+%SDM^PhKE^4+zM(8}-y|~XjA|;|nMnfz=E4PMQ_n*nbtlBa zVmnCv)=~x_u5mb8KAKoAPPSPlK8$N#UxMwSNvkmQiMb!VeoXSNILaVruZ$N<3Cn-W zZ9rDKzLxQ>EiBcQH=70of&a?cU_K@RAq)^cK;CwqAJ>-`&dBEegOC5-k*0v%DK_D zX5$@M$J)y_x>}dKfDFodJY23({B>DoVI9*vXCpe{rOM7gC<-WRV&(WcRrDp-6DYMW z{Qy{j_W%ypp>^I>=|1!=q<5SbqQE=_j-LsvY9wSYAbh_Hl~j(@`uapb768$<+c&F? z`@=0>-h?IcHDOiQ#Zx#X>-CU&{MpHcmvXNS5{;-gj_&}KyHAVnq6LpT(W#t zWa4d`0QmGmOg<+vs8+CUm(?5&*UL|gRZIAQlF&T4Z)0ag`k8ulP%J__+J(qf*d6X4 zEGj>~EIkb0djY{L&K>3!Ljc1^XEGI9BhJMJ ziZP^;bbU7P|7`BX2l~p}S=nFR-@GL#Z5ghBa}jW1MaIqx!~|H*(*fcAYbjYX)65d^6)(ET(A-c zJIM}eid>*|3V~tX7b_fAzjh2LnR2mS`PP>=M*~p|lV#nw`R#-6e90b0fGp`?rCwRh z`)`3q}#VBVR{D=Zq2Crh{} z9Yg=6V4)@g-EZn+QnYN0e0%fSZ3sl8JVCAkd5Vd2sdvsSr7gsmIdgE_+V^tgPIzcd+9{=8$|aSSJb7F>!}-ZU){}B4oKc zRKC?G!k{?|nNR}ZkDf^ODgMS;h13DF-w^0th}cM>vSn4$QmyB;kwF&AV-KAub@zPN z6_3F4i>64aDc7_+M>V`*$p44EJy`+eB}z1Q|7lVD^Op0#hWFvO{G*CeX>mq2o5;oi zUP*4{&^7jzh7t}WLJDsBLru$`=N5Uzxf=*er|&ih8cVP^fR1}(iL=Z*_e<8S z-!)p~St`h3rMe@}K#p!52IZ5kd0qI!1Tl>fWXkQo@aB zkOK%()da{d#9U1am2<2|!$>1Zf0@l6`i&JM=do*pRfzhl-ZqW#%h(oX8=nVIiCd!0 zvOfXL1MgF}Qb-lNp6@j!T$p$O^+yE?)<`t15^^hX077ib=qNVYK^op(zX}+W^urE) zwW7y`->g)~NWo0#R2MXLZamY086b6CYdXQ67O7hdQpz17EQF?)1jK>u@FeS*9i4eu zcJGH-D&WKO$~MkGN+1qgbG;)iC)>$D7lD;_05Awa+{<9OrmC7ZNwHev-b3OLvI%)x z{RpX6lxx{{G7Y3%!EvLNHOT?T+VltsS2`-3LaY%d+e*GbaPbKzl9WuV^&0V%C|UdR z2>epKs)gQg3zA-Ed-V7m7!}7gfgeU;z*{ zk@|;P-5G>Zv6ZWN-KWF*BP%^^VqU?qH~wYXhpQ=Qd_DsqMia~|;b94&JsuAL02LAv2l<_G40zafM_uHsXTQnd6LX+-w>+u(-j#H{E zn3hU(%0_>w10B31+u|;(9Rf%k+YY(kDiR;smJE{$a||@@3D!n_gsz-g%b`>mpN;ne6@se)m9$Lg$! zi!!81x3DmJXYUN6q&!#qhaIV+CLj`QWCTT_Sg#40{7BL3VQb6^gspD$&CDS5NtGvyGb4K> z>MvCi=y)pW*K;D$A=iL*ow*2K7uCR%3MHpzP(OMrTTkxK1@)A1!MxeMaWy}%0Z5D#Yx5`R1lWLS70`Wjn_MUaCeYlsmx7S(33huG$H}Id_QI|@tQd4#J4mi%Od6qck?W8kL#<9H>a^c}d z)F4SwoAnj78&`)p5W6d5pv%Aa++507UVQ79C$+4=3ayor{8x*M}_ny&rR!V>^jhuQCUN@vQt4;UlNf z`3-(;K=u-q`UGqF+5?(*$xIEuS3@enC9Oh$Q@J$91N<*`s{kKyzd}WSEIVQk(JDGK z&Iu6Xoj#p3fB^xrPFDImSdCaHJ0RJv+i}beu&1A5!~DZK*4s|vt1IwtGx7oMW%C($ z9E-~h=^4w2PgIRL5s@BgQVx_70_D9y6^WaUO;m~6mkKo)n|0XrbZ9THD26`Wm4!i=FpnN3_ zX-Cf!a7SVCz=rJb4ds>l*uVtgW<|saPpmDpmA=@^+59Iu1SK(89$tL2cn$nrnTGp1 zR%)0OiTVxwGVnhK2Vl+i zMp5-Gu`+7~y=N{Ip93{va2=Zq;?wpE%Nk|$uz+?9LiHs{uQO1BGY z=efpvnA*KeV0;T!0$jrLJiLTKW13d2|`j%EC)R4{A@_# z^K~U2frWvxBriO8QGK1GRBT<1&Y*>EI;%6KAI1(6BpqPbn=B;K?aE~r`b{?z*y3P> z>>sLU1aV1*rhPqAuj>57(lE9Y{TSSv@iedAM@i!DxXkX9gwou#;nmOq`JG6sb!MQc z2}@i%9M||qK=)NL0tK8$K&Rh!fc(yM8ok`40BIvli&hJFUQU-hoJo(K#;nUU&JQ32W~PNW6-x}91TL9CKuUte_p0_?9d;q+dS&{xOI}B&{m)nEy?Ibm zE?r27Ez1W>k7X|6+SP$Pd?0(-oAvtWKCl7Nq5O(Uz5GR-f`W;BHl22hA(s(w~OkODQ;EfI9cZuMz zn5fiKaLE7#!6E!g&lnn`#^gMj_gV+^R4l5>Htd=LvE zc)hvU{SR6zd)p)P11p?XqS4awxqi*Fsyo8GyO?yMPNJ2zu~Ak(cI^{GQPQthJ1d?pvW`*_OhvQ9L%Y{yQ zfOZ>9dLq3QIh7@Y|BqtX3>;=`al;nK%BbC}K(py%>$!Py;gbwm-0l6z^R@n~`evPE z{tJ5T2^H!xG>v^{wdQINl5&Bb%N|NMmklHax+aTKcV#qrJccp`ID~Yl610+#wKb1V zMz^KjZS?Ww30IgKJu;IY!8p@~wt_WkDgihTcGjoe6)#1wqf&uDf%2GCZHX2Eug^M) zplW{qmwT`jUsm8tl#+xX_gh0n8H&|T z1C1Fqx+?R@sKvq&*SI=g0kb2)-(WpsoV^x0{Sn5$AgEHvL`Y9&-S*J zG8}F0uQcEo+VMuv#ENdl7JqFzNePDQ7c+r6T~6b^tzoJ%VJOD=;37H|N7t2I`Ax`L zW@%fx42}aJEPblfVdY@0N;QS?I#Z~lFb!jZTvMr&Dsa7Yazv{(y0YSF$q|6e#!p!j z!W}v%#-m$Q?evI=*gZ%BxqX4N^cZe?c-c**BZtV2=r(WN+co>RajJ-Da7TnCuNU%% zKN8xho>%@4!im_#gI(la2#t>5U{`yG=`4PUKkt3?UWfi}z`ZpQ)|4w}5?o=759Fz$ z;M;@&00$=PxHC6OH$8E-5aWX@yXbMCRbEi6)~HeV);CSx*^+@lzGH0lDv@`lIbQ@8 zGPE$yZR#X`oiN6)Ym7aNY+;x`AK3op5F4I3{@NL%M0a3)5~&IiNH~nSU~t6HO0BLGE`Hm@YGiJ-!c*ZII?%)^T0^g5{%Mx( zrQKmx);8;&bsE{;P9h88P->ItfHfN_l30Lp>acW7(*6-IY?eX<%~Tp;m*cIr%Ykf^ z)Xed(p;E)*>8~EQ#zOfok;$0>uO3g1bUbah%EOgatU2HI?d`e{^5iEc$P*7S0$RQ@ z6b`-8g<;t zvmBS?qJ=sG@pvD=ZNv=1n(m~3iQszY<^Lh!7cyzR=`pv^ zRln!T(I4nEBZA>o2Hzli_$c<%Vcxr|(65($(2Vy#E(UsPL4i=&*$d`K*seC3!@x3v z`nCzHrYcTA>8L$;V%OjIJm*~7Om@4Id8DioJ)*i!rhow#1bxS$ZDf^c^ZNcTHVyWlYgR!*_Yv2=8$Pu z02_2S>!4O;Tsa^-VS_91^X>~H%>B~;5x%;fFb7iMt@ z@Fz^Zq#51_cb@sLWQ3c2T9Pr(O3MylfM5XIX3O0J*qj7%w@d4Tzr_a7#@$*>6x8w0 zff@#=x?!}KETalykE7^eECjNu=0^}_T$Kg?VRwde^)`Y#g{2tw{Z9a~B8|a2%mccP zus?xu@nFBX0kLOOlXf3|&Ve>k8~$E0o~NU3?71D>h*VUVea67Pfh;TIDjzJF((+kk zsj5@H9y)*JzL~j~NjQXt60-b{=TKg}qdb5(hU5_ZDypjPG!!D0iz~;gOJ96`EKkmX zL{mu>g>=}t@FIz+Cy3Zo>l1X|UvyPIpA?k-6n1|(;6NiSY%}6jWgYG~!+`(fcoW81 zuo<)Yk$CvXjK>h^f{+o|X@x6_0OdheVO=+7N@i5YNe$7vA0X!>w1Gg*UFY*j7*nT(9awOSVQV>n3p`Pz zi(cmnN9^w4>9M5_n`YF7hx!U^1xXaC!80`)UUARd2uFw8Ehz|jHU6+6Lm5T%h|eh+ zUQ4blTuABW;@N}!6#@H&Mg*rZm)*6F=tFexAr_(DH}(V!^NY!jBU=ro4}@9=UY#CJ zay-OjW5NniGgso#e(TmuiF;3ktgO0xgi6s}IpG)PIE3yNKc;70$`o@Zd54L;@|`WX z85X|U_P&7Wkyvr+4J)vb7&2Yo%l4<_hVDkaCq-=q*mirw>v!E|>yV=aW+6zzN$ z+;lyGzB=>UR`HS#d@#*h2E-%|IT?iMKrFEC@xOKq0+M76wV|jZYtjfd&Jd+n{hlfn zjH=EhaaOX|!x*}&!1qAwOBKPG&ia9O_sAN`5qRDSLf<22wLXx0?MvMSjW+&M@rkQDU?Eo$AT%FcyeA z9Pq@q%^HK`br2+wk-Vd(vN?y~u)#+fv z3132xJ7T}S{3=<#s(tl~)T=;AJgz+&j?rx~E6Y7-cW zKO_7WU6-WS5CQcNp`4|D{9oDw9(4TySKz@GRs02Q|Q)~i=Os3-s9Ny8M{|P z^kBil!0O1_iIx6+3h9kN6REf%Q517Wa>+KoYNBolh+TYxcm8*qr~iJV7bE*!L0dy{ zo)76VqA+in?6jqqcI(qMUDPeJ@?t47>Yjh7KEv~s?S$_?LKibh8=o#Y8Y0J;Y_iG` z;q?ntrs``~x?TBdg}YUCSMX=0B=)One@tK}Bk&3L)k?5!8p(y@l>PQqYzYF3zLB9N z8xOERY<7^pi<3ad>HR2l8Xh0bc(`99>dq4ktf$u~;yUOX>5q|I zDeDxPPjo-IzyBC^7nWToE-DdFRE|uTOc%f{-UuK;><9k=7?mvG2nS=mp&qy{#0EAy zVJG-_o?Pl9GRfelw~;XreeoH`Ijm&q(D7Oi@YY5mevIzukj0@C45s()=7ruyokC8U zY}HL>hq{0X{q@o$m{_>B78QenGw!?_PCitMvIg z4QerPXyfMyqW0%P(^%};u#?PabG zH-5@Ul`^TlspqjhLyHfiy_ParchC5m%PFqbzs{U{wIbW+(C0@f*;*Q3AcLC8mS*G+ zu~(TpULkNnCp#%_WS^*Za0SAC=B$Cnsh{_A-7d)$DmdcIMV&Iy88or&GRhXue5@87 zzN1g`V;1|dF5>(dkEfYl=R0lJYPsIxqu(9ht^lLkX}yoJO=PR6A8qLS=cQVDT%Mx~ z)<=_IAzJwMe&#Q-&c?cam6*zaiiwb#;`n^p!R@sKr_g%uk3sR(hz^Fna6!Hrl*9fp z6T8fZ+R>f;Do2mjEAvhMRmSH6NDTqf*6lJGz%_HjP(ej}qpWR75_}n*gk_T7&SWONVQp*m5B9o!dgmli@HM=0P+AfKy_l0l^ zC6*-~n7OJ$&mR9MBWEtfmS7gwDwy3d*e8sAACL(fXQ`x&+#iG)O4jt<;n+|cK_kyk z3Fn=hh|FIHYhiV;bTG#PGbjV$^P2UIv(?!RCGxr6cfADmNOJ>aYS#j_lZ{$Nu`SBd zLW7VkIz4$}Va{&sbU!(Fe!a-vy521{Vx^Ljn!{H&Iucfc__w45_GbOb0m%&`F1LJk z2dUx9g**FQ3K<8;^~tR^4EiSb$JrEX(G^?vbVu(s*tarZ z;)|fW)O&sCY3w7L23QC1KGs2^4KF3VdW^Uxr)y ztR#rr9?O-~@McG6eBtdS^%sY*-QL}aCyNle<9vjoz2Oyo@$x9F!`2K&ql#KK8@Iy0 zMi=IH<8Hn@Zx_lJR2>O%^XyyWgWGUN=8h%AZhZTf4S-1hg|k>>^>vYqmu$`JtaCHuh_Qt1y;sV@K?Hx#mTroH6SrCp177VhHE4Y>ZsH*E%fm>e#fvJsYBX*#OWcw<^gt-XU_XeADl6vXrxXOcUKseD3o&^a5vEO1bXiPIJWBD?=yd9bb8%vh(dC{aALY&(jOz$*2d4~vo5`Af7k>k*b zn%FEZQpH2vY_-?jMAu96>ao|Glhm7hIMq=B3Amfvb}-3eBi5Ptd(?gfwr~=>h1(?k zRrAU~0XY*Eeq?u|jvy#sR~$T^?!3rZb3ufgvO@|B%(q_8+&|0qM?-|&Isgd#I#xC} zWt&68yc(|ecR2KbbB|%!r<;mMWVIqh6AB0Ik4nWf?5xG7vE4Y`^GOECFmf%gEmw@p-=TZqBt%JpN%y$EowMxnGN zV5vRy(}W3)hE_viB!2uk@sJOCUbanucG&$H&DtW0u_}fA1ZHL)Ql-{Jtd4Ik23JdxGQ@8Nb7S(%)hPh+Qa~o#dg9P zwQOf1PdyePg1-eQ8_h`Nfb#)9tq?^2X$OCSur}AU!}e(d`HejCztFOsGpJ(5&iPt* z-j@$LOM`5<#+^IB-uh+llKE<7KHP>q9>j`@@BnZj<^{GE!>XqeH#11v2EG7GkH#Ss zv@R?HN4Bf?BkJj-(2~J{%tsu8tXS=dXJe=`Zbg34x0_N9Io!XeUPN5hf!*U2sczlupJXAbP zd>KJNVVbce`UH5xoe}#j#>f4tPXd5K$R?+w_X!7zzh}To_mWhXVk4R@qm6=4lVUb2q5z#2TWG2M5(zbQtu&M>SGEqA^PGWS( z)1N2%&83>lCmQj-V8@9@$^HYhR0-|=NKOZ}JP>M$3Ve}fCFX`fIn)N`3L$8zonnHH z_8O2v3-eJ%mEl8XG3jlbl1nR_dLG+=`}2g`z+rlP-rRzzr_yAb(uhyF7E`$gM9G&m zXu3W!q(ko8q*`L``y%on*8$+_iz^b|jiPgFjx zQ6{@U&ugsmj9tT&am&LkP=Tqk4ZrHvix7h@^mB?_okY+3%BK!BpE~IK6WpGVMNW*>UKsO}Eq+XKg5&=^wtkytF z=z5q8_8wW)tYU}IzLY55vxmbRYes!|!@eHMp&T-L<$SxkKt9GC5zh|mfI8!61Z&AJ zfDrhTQSOA8#lNO4IFeW0Qwi^&Lx%VFBbOCD5D`z?z(jq+8GW6kQd`u=_B$6#%+DBO5b%uogu~fZsIz zGK&3mg+a0B_=W<3tM0nlCq=7n6l+Us4%cc-} zNLFqgI4y=UhX5?>De|Xtl{L0y*hq}QNz^r(G8`;tMlv~% z3L8pxzAic=Iuj&T2-fAiw@C+>2j~!W)D4BaH8#A00C$9z6y)Uf6pD>gK%#xXgeKjI zqB#fuFt6wet_Z`Eyy%rW{b5n`Uba3=cwFZZG`CmaNzEKVdk@j@d%#|z&&#~dCT zxOG*5*T&2vZgLWSA7tsJ4CooF*x}5v+FT{exQ`o)E`M#p&j`6F9ne2+!yB}#8~O&+|8VcOK9F=E;0@_~~^a0kWQNyxKD zQ2m+V4&)9RFm0v;ZTBQfVWI&;O-X3)OhnzOsjm7z$wQZ=d(DEaIlT_$NI3h2R|+4< zK=FYWUzK>zBJw?uf;CXl4Uut@Q4stGv&1?AGCNH^foOfOvv655}moSui~GPH+U3$bUw|g#9*+kewZoz1(#Hcfo>@(FC{+ly)a38^-Q`F6_}_oaO!a@A_1K5QgiXEw%i|- z$?X9QiqrciTRioma17y5=e#rjET4E}Km}OpB9{|bjuHV)6v8yetPAkErtM$t7&$#WE4o{MxlL7Mg&%=ZoaJ$eDr z^!JF-Ym`;a6KRJWN=S=|^z{LoS?G8pUt?ouGVt_S__ON}*sxdGN=-V_Wkw@+IO1ro zS`4PoewZo<)5uegGQ_uTi8hMrEGBl?oiHND4AA(sK&iHDR(rbX8b5ShzTFH=fN~Zjw8^jRC;Vjz&W$>h)SK0JrZbyVFQA-v zQ!fW#xx&Q z`-UEV?kivW+T2CpaMvHx$!oKBlz7Vejs&govQQoJi%j12Vnv`Ul82y`fb`?>o-AQ% zh(@pHEI9qVTL0Ba6*?_#%B5Dn`hO(|ljaZrjf3S#$D{{0PXqs5KZTJs62+Q^#1gE` zx{*W*zw=j&lBPx+35|Dzu|99IVBDpYJofV9{k1xgjlY7?nx`X-sUq7FlkJSNk;}cHpe$X!*Z9x5IuBtrW6a`% zWvQI_Nv6pBO3@p%rSOh^4R-Yb!)1H4W%(>L9idkKXvC}Er z*$r(>=VWBMA0ds`k3AL5ZV0KMHEV;f^6Y>xCz5Hb;vX(oW%bOF-mFq8Ec z2_aU#dv|A!a!+`|&Kv~6y|&qg@~+&*W&>!R>3H3UtMWhjV!|vUTxbe$ljw&SaoQ;o zTl<26u}b1v06#5jsMLRY5|H&D7iw@vCj`RTy>l*>JKBD$2k+r zb*Y&ifkIDgTLgF9B^c?I01mbLPlwrYhN4G_Ak6|3$MR7~{J;s?hN)Gw%WN@`ROpI< z0Y@?_@?K&|m=^=jEu6uy`x$BpK~`2AT&xLT1dxM!Gx(ZySARBBXL42PUW9Git{5N4`8Cel7_?mHQ@xX-h6m-j-d11f?7 zjcYG2gl+QJ4IqN?+Mxr=^X@4CYR= zasyra4l}CJDbp?k$wW0=-I9t|!r4&m?rq~Bo2+p(A@{cfncqQg%M_X)C;%}Lr4OkR zS`aGar-K%H*kWu-NNN1m#2+2l;aN)RrgcNy@fnVMi#Fs2mc+u_QB53MMUYEk?*moPr*w34PIiTvky*I790U8GqP0WJ;lL3HhneEeq;l{%u34{pmA6g0(wH?Q}f z`{N^XvIO7@UMp&Ll?*%qU#~xBXkx0P?1<%o3G`Q(P z#2N0u&^i9_%(iQUt@GU>m$Kd)l!1y)<0&J~*Bpl7q_lT^hax^{-%G#dYmRvZM$xZq z%0x+v59R2BAE0UjsCG3gf;S*sHo1BnbDJtgKz~FsuX=y_YHvv@s!E@ijx(+FW7d`C z=L1W}5tNQ*>od~z4s&RV<{pa<{;I^KHnqNg3|1Np!yc0+%9#RUid(s?_d>IK#TnuR2gI+kKKSn8fHeyN&3#SL~T8X z#ERk^lg%?qq3E!7=5kg$bN1)`VEjc(t=>3oJwlmQ^wCFRXQUPMtdPsZVx>=jag!#Sjf$18UTkhn9irq>K*CH!1s$bR;Q$^c z1+T_T3_-O9Q}pR{yvK1{>7hGF7nKkCzcuslq4nMdR}09MmPy3N&%Dch!ynzn+=AVg zB#nC+hfAu7Og})oq*~5G(Czh!>_gy*ez1Dun1eQnDujEGpeV((U!%HFQ1C@R@Bl zx!!;u|CBAOlj%ih%9WW4i^?{j5GVImMP<(v&9+peJecGZmhkpyLxH8j)ENKmpt8+* zcGXpNM7P`@%AIc6gV)=Y3Q+08whfi@GV1#8WD0x&E4r@EgLZ(wC6RsPEK=VhaWS8` ztMcqV<=NS{EBYq+Mo_7^nX;>-V0hO?5E5swg|X~pHlB&NO8`HcCKn{Zrj&DHuH z3kOBn^?R7nQrEwU2Qs|7q#8MbG+e8F^Fzr-tPMg-FVi~5*bwD(L&tMOz`!DnK$Du) z!OS3`H)*k=XbX4gxO-pKxA+jCTz=>ON0Vw*#ivz53vvF;4|;CrTRcR*#}iFssgCH% zxF0*BMofQ68LDN=Be>=}dJ?Dsm@^{F=>wscH|E6(FCz=n2aZ;)@i)Xw@vS?UH=sV6dRj9smJM6bX}x2;)0r103L20M+3cWe2q8Io!kB)L&d>r#N}B z``ZtTqsx@(u+KASM9qXV+dRUoS?d^UY)CifxAR}>+BJAT9ELedWcgr9@vRo66V+$q z1jD-=TBk@J{$gy1!_&deYK~@S$cC}86qiIMgZ|74v%M(A{3NU}zUk73a%t|RX;)>j z4J!)8tHuTugDUTPaO*hOxaqGNUhqs!}In;j_zCKi7muQl!Xuvx}u$QwIk!MO^*%AZ! zMZhU6cgoEt5;->*S7^U*m@L_bD6HwO`|yt~rjBd=aI(+o9-+ZeTlM~{-8R3>lJ=mtZ)F}5y?|XG1C$=7}at*FCJp!km13bu{78CX=Qm&JYa(?Xp<6 zHV^c0mtZ|;{@z^mFxCOTor7_(ngZzRBQT0QRd-82r&axcMZ*VCjN?009~mX+_2Tr# z(q~2sd9bx@-3tmEBoifBj`~vr?y--4_4K6p;l(0ekv>;EjItVFK8FIBNAQNk?z@=? zw4TkZNhlIP%vbn)zG2IJ=L(+Qb}!70|4y3SNQK$Vi+AtKk*~7WE)KX9YJIYqt?kuS zO+H*kMH(%z_dvvM<8N5Evj_5L@&5+snd)E{t4qRV<*8u=2)!RBOCH6WIKac6FlJtl z>;qm4hv}v1ho}GV>BiaIyM-R)s2IOIssewQE+^%>_{~2!Kz+&V&|8DK@@Hym?CE25 z@~fj}u%~xNW;SXnc1{%b1u~{lOd0W_*LHoRS%=#uI)mbAAkBD+^(DdEf|X5GfL-O` zugg)X{eHFc8g;4S3cPV_NjfBJ)OE$oU!{iI5Ve^|ib~jV6ujr}l%N;W;<(@Q$Prn=hay6vvZR-Md z5=QkgH&k%183_2bzaQ6F(^)j}5XtXVkT|j^kMtUHhPJ8V(n!{8qhT{HYs=WQ!p|{( zyJqL;uDS9HTVw|Go0!8=i?M?OlZ2n2>MT#y{?zlAg*0xc z&`nM=$!+x$!6dFk+)XZ53g$py>}XB)p`ImzGrJe z9xdrPG8A;}*7i2ekUK@aVrruY0zsq8-DjE!JIY4%r{%H{`CSuNR4&S5%L0BJVLDL1 z0bBFD%vbPMwkbn}>1!rAe+Hy|OhMpf zCF=}W54T^v2!({WJioNgN{FeaH5+VmSY_=%|8@h(q$j0%*+2lG$K3bXcr$C|N&co| zAV0ok4g|t@HRsPIPl{3(Y3`ON$@-5dz`ERUl91luNUe0D2l-lZ5z1Dsna%VuMp#4> zb49X|)! zFX#J$wQt0OU}Sp3q+p}scm=ZBulMJ0D}v{P2{ThDF)e3QLx5tLzzEL$WLcQ5r8J{e zzZFo8o1TYF^%E&S#W2C-)BxB8dkMcfl-n_1zO!kLVESY6Nh0^I4ES8J{#8)RR_G-z zuzFsD?rgE^UqkVZDyvnNY(|NBw`1ha z3F1(!S#AXYIAO*k0J1x#XHyk=n;&!s+0khNc^-rn?lCh{{Qs{7i@_idp_o)CY{^;3 z5J3&DIS@CUAN=+RW)RbuiM~|bhk$Skj)_5Rw^lDTcE?M#TMkvm6R4Y`DaT;F(ueu# zy?%we9>pE>G^puoz=GsAh34ex-~ zfd$FfY={>&ZOeD$s@5OE5G=u}jSkGJP0|ny*68F1l@g}7q4A9s6f7B!E8Hfj>6Z!f z-~L&>q0rr~|2aSfUW>HTmE$Wa1$K1)BDnVZP=5W$kjsjAexLH|qwr6~^!wVNX>gv5 z+%(L0OemO$&gpJ{2=SQbikXmPBN&;|(n|2wV7S5C`dO1#7UM?>-0C{r+6CBl;KNq0 zXAEPhDBu0Q^+mB6TaAja)l@7T>dK!(unj~`>WO31L3{!DkeyIB+!Od@E!>Q41uQONqml-R-cY-LJ*dq)@R_6>^aWgPx444l+x$34Nm()Pzx27KtUonjyo;g_nO6upS213rIV(ko zi^OqJ`?zg`{yfK|T zW1Yqp564$z#-W|Mvt5%rN?Np1avf_4vRO5o|7_a5Nc$HjmiBEU> zUdzf|iH~SV$0Ujo#wmiQMmc2#=jVBw;TM9Azv+pmJz9*~@%BX1`l10QV@-=ioYK{> zFZZgCWp^etal}4luFcW}8eV&Sx_A_uO6(mBJ%O)M1IfnqxcJ1ib72Cx{1;bBR4)?d zQC(T)07Rg(zXs^Pb7#oTKP_v1Y>az*^?5dctk(GT+fNM5JyyZx2_=Ax>^M)4f6lk{E$+ z$Eh*83YGp?XKS*~mMQZNf*`?2tt==GoJyHj6U-hGTL~D_@XQfE=8o?01Sll47?8I=Ty!}_a9UjvN84zMsN15ATGfu%x)QPXAj~? zy41nVuoYUJ7YH1qm+~)OTd%OA1K_NfVS=*>Y%HemoAM{b#0;u7sUgDHBUxXALr5rA z%Lv2!txS#z043(gaqt>PfeI;-z+3|U$DQhG>P)GD6J9C%9?19_=gp3VBsguOR}45D-^ zdQ!6wEj9NubcG(#+IhuKFs{I3DI1)IWf?D0&%_O-#}lyboh?{K+=86=UVRq<6FJ8| z*8x%&mcM&SQU!R(A%$*sy5tBCwjC#|6M2$41mk7)1b8tUS7XWdtQ*z|StEb$P(Wjllw3f#_cnW86CB(2xE+PSXXFvcH45^5gGN81HIb&)4~WpUS-&;GZ3)fR zvI{RKz(jjg4eDgR`#bB71~GyTHzJwh?N{x(10LogY9ANgzJUlkzu&<*R^JY+>IZwe z2bXK>=j4CqgiI&-_)^`VL1`>{Sq{|(kJ8XM#`$w?+0q)gNc?MepUr z)_BNUFPFhFc3!F~q&J^4Iw9Gwbx#4`vsj&ATQaLKXzD#>Wu<%Iaik~(L|AaR&;=n{ z854S+puvQAUTr{AVH^)XDPnwR@8Kt>Mk6-`$6lP|B=Qvx5-RcmkOzldWBx7l=#mbJ z-eDv09H)ik;sr~M3xb7S!F40H*1b|CXe3n0LE}lYp#tir<j<0_aSfIh+waDyOczY%)&>|-5X!+Q2;O4-DcJ| zu1hD}^sFNyGf_3y{Z7AoS3;J>jah#xxOVf<(bBELx`0T=`k>gk|0ov(c`jGRX?+4= zw~&<*BGj2o4^z|NY06rt$7vEZ;f7gsa_V{s;#vu7kPnPqJ8L+EgCP<^!GBhNneM{% zB7q-_@hHe06#rvd!=rkXME0!THGK}_oJdZnqA#Kkm0W_jGvt%Fk< z5<%_ra3aJUy7ih1TT=vv~kI8>+V6HEG$R-5-oou7G%%m@rBo zCJ)1cmYgAsxArPZ6$k}$+9qhq^8Fai^voBXe7mAOB42RF;a`0sa7Q$g_ZM33rD_?&wC<8KqRbys%;aZYD#3gMLhcohvs% zYWuywRCO?7x`p(VfXKy9@`2mKkj*k*FBYE)RrIEKnicr3L}QYYwaPmq7`u5bN?f1> zgmC#%*lh8cja^2 zOKp+AI0X12%JobZN6KF_*PO#yp8a-l$C`FQ^0D5*P0HfX^Mun*(d!_TEvjM~}IT4W8cMc1q1@i51sU-_#C4mJJsbLC=F`to7PowU#87#(T zs4Lt)_%0+|E2^_?DVUe(n#j>E>%WHflt1YQ9&RAhjHM|PZVb9{Wyghe6iy1fAc=d< zM|omzR;3GbdpH9jOyop1xMQe_3t->afMYVAfW@*P`j|!Tl+hBDRL@?3LC<8~WmR%rAgVTv2g$`7cxXeA~SBO>?qtk>yJibi|^b#lt^X0j=>02D$=O z{jRaNixxr#BodY7$Mz|bU4?B}?t}{z00%xN9JS9w&Pd;up$-_rP`zxUDx|3F8trvC zyQ2FxG<4nCArJBvxaECmpKVXG8py@;mkA5@XUVI{=PK@y;5qzb6E4 z*yicQ19P4ufCzk~l?AZUeq4}V7NO$oo{?f9=h9>b{^4PoAGD?Dq zNZijiKP$+3pu)J~_csV&Je$)2Kh2rRS zmYEb|WS-4?8k0lN2r9{cKe+Jx_E~|rpm>IG07NDmVk@8POC0N)-|bujUK4f0{V-TPe7{$UhHrBTrJ)gdLk_V=HW@q@E;$FCts`&P2qUjvOavsPCVim)z{igK>~ z`5G#_CD}BbLu`c3xC)KOQ@aDC(@TwJ?rl`(UJktiR^nwP)D6juJ{XP7@4;GyDLXnj zB&{s{u~|JLQF!yL)`#Q>!y0c5*FBbX5c5Ck7P7Q9JiQK_Lx>6I+x19@E`qn0)$_dNHLo$B>_l(-OU zFeCw4j~7OZL=;nM!U6FaASmR`5x9P;mH=fV7{yTGN8^a`r|WL$^zlV^MA8 z;T@8%NJ{>Wc`1mY)*2E>YvIKGKiGC5LMzQ=3m+ZJ_#hqW9}GIWIaUdvcbo^RJKk)< zq}@0Q!yS3k-k)59mX&qo#2sC9mS6NGowC#XiP7D)InCZEq8%0jBCyLFc;e)g7u^$$ zn@YWvkf~;f^v-bOo+|EzXR^d~~RvzxjeCUaj?D%E;jy0w$F1 z;nt>(=kox8d9*9}W017<1TeDfI=7~53r}knw3%A&KFPU0bCd+6AZ|W@A#t9hZ0D-v zr|e{#`92OQe39mikDu}bT24wjHL^~dIKQM=TJGy^M~bWMTBN$cNtiWIvv+o@ z(LvH9j8!P(49Z1EL7`n>!JZenCZ#Tf&#aW_TJBGCI8NbQ)Blhm!^q$Z`m0;Fx`Hl) YbYeTjIrj&hHADMXr#o_!8%uzF075_h*Z=?k literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif b/tests/data/seasonet/winter/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..6d249979336a7445d345e81e79a5541ae48a04cd GIT binary patch literal 1993 zcmZvYc{tQ-8^?c!#uC}aV2C;P92#Sb>_Uwt%M3=mg@|JuYj&~?V^rr;vC@dC%1!@AF*u_5D2G`?>FDL80UUHUI#40f31aU}6x25llZZ zh`}I+$HSP+$G%l30DzDAsD_t`<$G-mVuoLff#0b&exJ-X1pLrVV#{!jl+ z{9kBCNf{g^lw2_1^@xwo2LM(8VEMs}XMFcSEOi9vQJ$@izzRSCFykAUfDB21^GHLZ zS-$HTN&AavxP~em0k_3iz{7og+~F$9mm`0;k$_x1;v0ZvQU@P07AS)=ds_5ZaZi!W_sufr zB1Re}jeT;!ezSS!0p<)$=l(e1%EGs-FR~ebgoTny#|KjrL#DA#7Lmm3zOd+)howD+ zlp5NFi#mcA%pVbX^5M2RBo>RnU!NEFuH9{}QUCS~weP{&*cp=v;u|H+mQX^jve(M@ z?n-utEr&$M3fMcBwE4&`&E?C$rMGKJy?JvwjLIYC%Um}bH=j1+I_1HGH(XA+&8K~E z-BPDj38kI1e*+E4D*)A2F57H=dgpOxU4Du_S+&mZ)go)(U!6y>=q6byCiH+eFy-OW zk9G&G226A_ZDTk;kc_O=^ty8M)=bweQdUj=oX*T`;Uc{4 z+^6R4q&`sNXMNNCy&3-U`(RN&uN?TiM1%!w@37doZLgjf4#lT)zDY_?TF>MZHBLRf!p)!N|h?loKje&S4UZ=NZ)56adT=hY7y%A2S~}M1SBEKuC2)B^Qja3De3dc%5j4h_$3xvsEjgjpCu# zh59Ue*r(Owb+z|JjZ*Eph9!PziU`sA>s!0)7Z41A9LZCcws#DSOzD6i?i9ZT5#{a>SrDItj`5i7HUNOl3Mmp11L;UDX@m|AL%@(fm{ctY#2?gdhm`^j;W>P7?#|9>wb;b?U^7~kemNl*b*{hnnD=PLXml~ zbB%R=6zL2fcuL#z?YTz@`&u5gpdBnKOE=yOH)$}6J7oRbgrg5~aKnSrN?YQZ-1-NM zGgaha&2S*d9&;_$QfSU}^8DDP$b24EETL+T>Jsq}*A}Hf^Oe#aM6EW5A@sh?gme{M7e+}w-0vo1Hue0Q+73c$vUEY3<_wx3+%Gqg`PUBXl zLS{`z4iBx!8diO34Su)A9rUOkgJxbGa|eTaozvTIr&}e`^)41TI}Ztr;%kiSXY}e- zS&1H^;H3lcSZZlL%&9ubU-B@hU8s4(rvu%US?xqMuDBg2%t5Z!7?WP0OsSl+>4f;t zu+NV~P4Y2u;LoY`IT}jH%6Z_5g;K~YzgBza5f{$-Vd2K1b%vFL)vahL{JwQg{;(Z! zYu}AVG;4(*UCO)3AN}=7XFKlabjG~!rL}O)E58cceAug=b1TzeTSXON-X>@t^2u5E z#{5%PTHDNozQLbO2`;vy3T)@IQVQ-3SvHH#HvIMx0xl5hc4P^u`1lpYzvTH>!2e;;fBBy(nE$d$9{>RVU;gKr zcR*MG=&vvQ754w+IR9mdzd7!IYbO6P(f`y4{tv7F52FR40$~2uZv0hXFe(84uiySv zbr=kQ?5|V*eQ|9V2te|eE&ut5zn3T$01yoMtH135?0+)=fKudN`al1_{QvLWvXr9# z^sty{{Kx-c;D2TY0RVvgm;VmsKN$$NHVo&Ve#F`^1ON^I{_i9K0kISS)PLO5AND^^ zOQ9{TPR7GQ#!RNEp-ATa$8p&Xnko^K_DAMpv}TSM1(_v zgNHk<@CIy4T*?=8dhFCR^ zFms#&cSsFFLU+PBUN@|OwwHHeKo>c}3R7HC3rgu6JF`=0O8W%M!Ed&pu3P8L;!;h? zLjYYKi($m+YNVj}hl@?LRnX5lUC6#=-3t2#EZS%1u)C`yz&Fps9NtBhiwBb0^V(T2 zF60Qwl90f};;^F9UxOeJB7e98Q!6>qOvg`>B)M0Y^gbwXT8n3K>X=nGlIO;`f4Ikm zml0Ei84tS!Z_bjMczcpf2g>#iFphJ;KG8#Ad)tCwr8`(rd5X4Csgb-Gs6Z35 zQIVhe%*-7G2`wPY{=GHagDn~3l72Tp5d>PAgKCj?pS>WMR`#c8-(=eyhcq{Z)g(x#-8IoRzN^xAb36%hg?DrKG8$#a%-#ch|nIdz0Xuf zuST4@hx9<+K{tV8>DzSv#P@K6J_(XrC?qZ&1uZ)%mmwfE%z*qdO{w#1n4}g%Sl=~W z3j3=QvTluV>-%3OXNZ$G3UO5*KA`sqEID%>Ve$$*9^R2_hd>8E*TNpa+pYz|1-SdBbxc#|p6>w{sk5aE(@h@A{VY@!o35A7pNWEKfWC*(=~Qt!gUJ z(64kwYuXt;>dQ00BYMG7X}3Gr;i!4bn|~f2-Xz|2YcbSpi^?T{Zb7urko#rj?#0t% zcEk!n$apgz&jOK`#^jgW_hH`2bhg@XI>9rI1q5ZuP^`UhKk<}3eSOb#Kr_mw5IPbW zri@kqD`kGY>cW0tj0Wv?%4szny3waUk0L}gJZ#%}qgfZX3DI=uZfVS>_oXFe@xRh^ zbZ3}KKlArK$C_c|)m?NG6C>InC$6+Sy#k=0kX6}46sbs}7)$0d9M)yQ)T)_w_@!6L z4Sx@c65O4lXwo!PvmRH6BUe#T&+Gj?9lxb;exvwc%N_YTp3+Zsl6BvaQv(eNU65hE4fsht#tLbAOjlPCNqNVI~u2qu^ay ztidR2(Z#l{q#a$~c;|5;tK!UiV1!N%Vw-+Qs?SQ#-v>NfmzPZP=LxiiibhmNeWD}J zTXa+(hP`9#lVZNp``EX&`|eC~;~j%^!QqRJ%*R^Sq%X;!n0p9oZ{XvA=bl(8FJBEuKGUPw z&aC!M3w&TwV`ly}CL=Ckc&eV*zA$;P{yJ%Mc@(g`{Ur~@Qg6l!I8v*$HhyU|van3o zF@Qku!sjGKl#Y_7OFR&CZYh;I=GvWFgrRj-yqvD)9cq-M+_ArGbJM=0t0hlPBGOa( zAY2hb(E|~(ajO|O8~%`79<^HRp38*}SC)HYarI4#SwfZIS6#B_S)>UZFER3rCts_K zIoP-?cBG|k8-NwVVZ1QAd)Ix9fcIKZ`l=79*v5__QoDy>) zmTNLs3m??R^3}M;yS@CqWOT;qMS-MkZ}vfa$?c>GaO%`#cHn0?>cDY|a+rj!dIGZI znpQS4sW@z@iXVqAp~tu%#@h%L4r)a1=K~B-k;yJ3B&X-<##aeej-1K(r!j z6r?)Ql2yU1aOI+o-FMe|Tok4Mz2{A`W^f|B{dN^n&Q~7#d!vF!jXv3k?ERQ|sg!HI zHG5W<{th;KNJzpO-))pIxW9g7^m@{(9#2%&6Y`N{{}cJ2PbD4!~%pt|i>BN4qkf2HWF_J#pck}^Z4XHdcjkRU$&@n-3F`L)w- zqo5#!Gr#P7e|&`wNy2H5CXxv9gk1Bec5!t7sO;FC)NB@Gz)sQh%F{3oNye%=v4ora zLGc3vRwBiUpOC-a`a!NNT?LVg_kg?fa-J>c8+H6zp9q2|X&x#S*y2*M$pg8ee{PqA za~SZcyV{pA0PJD#J?omZU6ZWUd|1e|q%JL|s@7O#$R!()o@>E+UuYk?aCmlNk*kH4 zu6U-OqIT?spd9)T_?==R^tFQK8qUo=w(rfIfwAwN!%vf3&+40r-y}jpL`pZ(+VY=R zKQ%xk$}R%c1lcU&Gm;6MC|-I69x^bnaK#_}Kl6 zXFxer^PMV#+1LeJ(W)_tRb{%e&LU$Yv|l$~aDh8YNZ;5nLimID!cpRc?fkpllC5~8 zFy=Pti$~ip#JVcJ4E3a6-v1fmOGQKb;LCTJHwaUCQhSD4i%#Hr&9@Uj(TdQ732g^T zkP+ptv34XcJ_rQ%Oss{Vd=cwI1Py#wixF{6QNX69VivcK7*V+N1_t}cpo$c@e#2e8 zeT+S}iG$f#GFo;=vh%nz&RY8-h5TXc`zhk4@1Fv7Fd9$hU^h}Tv@GcCdq=ad9-DlS_+gz~X`ZI!oJ7|PgR**7iFg96ytH;>BSi(3)M8NkWq z4e21=%ZT7jK^^{4 zr(Yg8`Hz4s&$LY)qBts-pZt@Y4qHkK`L-t{Hr^n};j##;-ndPiccw63((p@xJ~QEd zW=+^pbdl28Ia3w3Rn*W9V`1p>h~5S^v%zw+XPo3Qn$Dt~D>fW-`15`)&b(}C_;bAQ zD`(+R$ayirvIuo4HY3OTJGd^z_M(t%SXoK)L~RklO9Fq~Md%4Mt1#_jN~?c8dPgDz2w-gE7S@tkoy@{aXvw>$=w zp68k>U#hj{gW4hq3|#)S(X}}pS28`cYv9`52|Cox($?R$JQ7B>n(x@D7=}Ybk*VF} zcksEII<U3>T^838*A48o89h{qb0)v39IrK6Drd}Z(=rHezn zFcrie0-Yg|+55>?j96@bC#)XBu-vw5Lv+8LeD;S-SpP{rN2*{`-?0aoHHtVn_I;Qy)l6DLAXC!9Coe2K+v@r8ZAb) zfky{5H8I8nVQo@YK)F42BmN0zmd^UCz4`pv=629ow^mHT6~eP_9%pq zuLNBtGcl^*=9`#&)nCPAIdc6Tk`Pz+kab0tA~*k`{v4}5uJHSAYQsh5mN2JshY&sX zGnu4w>Rh-U*J2BlhTd{-Cj%~eD5 z$K*5(p&`{ZpEg=P*GKhx!17>0Y9<%F&XI;kswN6buk|X4@lPGjIe-*c+Fq8LlSVtt z)6_`@WyjW*j%|$2B)+_QZ~9hDhv-etTgj#4R`0inTFV9E-L!YpjxQ3;?!%4pZfz7P zQw&5ES>~}*65*%u+_)bBR8`xC!9+ZOd`1Eqj^oc2(Z`$^#P2(1MBzAb}d6S~FQA=e`lv~#Iv z7|}a@D3)a49z7?dMi-}G(_j;6|7-|ZVb+N zvUzhq86yo`+K$CGS6#gFc%Iaz*KiBALs&T+qW3~n$fFa`vP$9OA()c<1mK%!hPYdU z;Atu9Iy`4^lR3ACUiZ#S8r?js=eq~h$-T90pf!Mgo3czKtHfEFC(O%-@a?ui0bj1~ zW3687rL$#E^@JOps@~c>(^E=?+j->~-82^Rk(kEbxE*~ykJSmt$`%VbEbqpV9$plk z$G90M332G;Bu6m!k3!%x3;Ih^4wP&GRvxsGpLO!7kDh^6DHO}u(G`;jHNF6rO`e}p zd0QmN6Y0a9Y(py6Kq-5dqT&4fG3W0^1h@L%cw3}?g!kf4NyJ|)CW6S2-IKQLMUB5(Hmu`LA+94*qB3bgTPZ5(+ z)L%ix=nNF`g6%!2uj6>H)e=<#4%U%HmB+Mc^FzZ4>%UtUNt)Fe3bE=a1B42vO`&x# z5;7{wG85^)p6PmorFSjVzlgS{8ZPa|^@K7x6Zy zLJ1T$^;D?WfjB*R$M%1f5mDQsDOc&q&$5bo$xJAckv8-nfwMx$Mt{aM#e`1rzV4b* zg~63PUOQaehB)1 z4^_Tt5AuSbYqbJi=6El$tgX``U;*LBn)ng4-;a3aI4;LRaPw2+0vU8wMM5cn?Kjvd z(LTclCD8t~g3=7Y57a)8!xVOL%Mvh34{UUN5D~PpMNEZ@;Ls<9<#{vB+GNyVJhNmQ z;8kft5~DvG?E?b(pwx(*{~jQ&`v8zbmj(YhK&eYOkzN365Yo+i1cJF};B z`%JS%nTYuX6&O-w8^C-)RE9Ou+VkT^d<{oWOll&(c*~q5xhiFo9;7Y$McXIfFStvItLQVv7949_Ywu<|iO&g5s97I%!$_Y)0M2laLRbz9R ztA|D~TUw`yaK#=Ol4%* zsdr$yP91zmpp4Lq9@^2etPlgay^p@8pW9HI+W?48_0Sl@l*FE5`>aA>iKxh2KgP6e zPzl0<%$UBs6y^e;phu1y;^_7bWAzbDIzI>M$qc?C&$n2~^^0>)mWq(H$iH)XZEKNy zW4V4yGC4#o-c(Ji#iRkUcC19%!ww{aIr{=IfO!#h8TOGFG;T-Y_!D)iZV{eLi)FsI zJfF|JbEM@vk08EAMej0qt9vK{YQv}K?$WRp~#TnjR6 zeKB_$zb+(p9C5!tvjH~Ku(G_y`JIMgScA;v#YKli(1UeewYHLuEAM4G_?Ub{#ivka@GO6>=FRav0+Zuf5bk9YB}1rT zq!4b#bdNVaXUi%QyQ?T}WoyD;!NIP5{AzC>emcK9fPwRBZ}FB%pal#3^4DgYe%SV-o=C=p=m5;OPCIY5^ z(Y1VDd_{@fRMru|!wuUZut$>{>Do77tv17$o6i{h=uyx7|^; z&u>rO?dMy$gn3@r@+vd!^tKwNEMQSr0^{5xrU*1~{pN$09Voa6UmyW)?UqeYg@K z)@v1I+#D%sH542oSnym6k+`;I0SmMjiT(j0v@lWKNdWi7Jmg$eU=s2Ykd(TmyEg97X#E5S9j&v04fPT%8X7dZ1j6kbz?D9TYXrTiYbBg7NPmb z^vKZJm<$5Z2RyPO`7VjAMDoE4LQUCS59$37xNKFL{NJ4BXi*BY982rMY>1v^t_O)b zS9x;g+#h%<_GH};Iw~=RydnlECqP-hOI;6S9m%7V_Ivs74a=yFE&u==?kD zcxKB8mfSolV}DIOxw8zoM@UbOKKkE1`T8ze8}^(c;A-90G%&}bRI!GxcqNy`KH~9Z z@k@RrCBbn|m%BcOB;Zki5=4=O9!SaNI@cme#Qm$kfJq#V{X1_0iSM(49m@0Q=MYU3 z&-T0GjwxmL==Wt*sYqM~?EN>~Gb+e^u(UYo;uNd3Hn`# z;jkMN(22QAlwaIa9muX`TB?%uP$&Cw9{vjccjxS@cUTj9um9xo=pSmxFSAsdA`QQih9ZX3eCkY0haI_a4_e~&MhALYMcD(7q zebV{YcG#PPt0ZrE#$5A!!)lu?Yb;-F^`4w-nZwlSeB9qOg0c3T2!ZKXf~m|73qk1J z>iC-KvA78A^J~)aDcJ;qt*gX>yIc>NNk(zAuWg;9Wum?q+|5X?4M5%l&ghH8PeYis z0u3<}^&r{686aK-Evv*k4gVGQyh(;;HIOgK@Qy;x zA;qzfFK~Qu0I)t&du1xO2`{1;3;QWzZZa=aM=A+F-f3$*h|1A3&YZMb3Uk`E_zJn z3Yc0(2X-qk!n^pvq>z;mA%H4pSXzDE-MTnmCAaI0y(mb`oVkr$^A}X4e7*{i?M3U* zy`X#*JUf0yxOLeR1O2>f8E}}~*Jf(V>y|c@@;wp%j;*yp_y6~08b+Kdub-r6sj zYj`vx6F!(WZ86b3?92J{jy2>?h@DAMyqDZGHM;l)efx7Xvr!FbSkMlTixnn$Fz_+9=Xq^}T+&FDoMTE+$Gapxt7_2e#FC-rmc+J1 z&iTndn!aH}m;U}pAe?||X1xAN%CC{H!vvyM{#_^!&R3cfv$K)f9f-I_l5tojt8$r0 z6<|z-%k51BYt&qh6}MTuFW%(vzP0_y7)eRl0Ron&$hI#XB<;PPg|^y%77l(OHCtmm z?`Y0&cNRl_V9HrO2{2g9Z=SzW!STv)6FxQG*RvNA7la~IWgSjizVqZVC~}c=WzH!% zYy2c{hv<$%8V4|Kn$TYG<5l$$r=luF6RtGv?jg znc`Qx_j7FUU_isxRk|#;vBuA_-8=(wcI{8CKYcT3{4&apUT7Vf6@0Rn;D+s>?2k$d zqsnbTXR`E<4_k?c)xrU(_q+X4PaUb*hs3y!s&4VD*c>>iHf9+BYOGw9uHL(8LAN06}3nQ<@u$d??9!j%q++%H58d^Hu|GHwi< zNn1%OKF?n|1O|{Myfr%K%SvOCT*PuMZ&Igk9!H`L#VH`#M1*tkK?Ow=rq8!SOmocn zv}PfjMzpUdBhgOX$gq`rko)eDdj2-}Bok}jI6l8M84$wL_jQvD=&jhMc6)3tP}m|Q zTW{B)0xww_=sB%tX8AOO1wQeYZ3Jha932mVToWZJ`^opWAd(X1j5OHzHJ{EO*n#;9%&LJ ztK4$PX>Ju0+A5Ng!jZMk{jB+VRTmluNAfLFFIQWaVc1C4CdU=btw6ruOq7*gM{y{= jxI9=Cf!_{{@(s literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif b/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_IR.tif new file mode 100644 index 0000000000000000000000000000000000000000..54e90c702cf82225269ff500060b444adc1ffaa3 GIT binary patch literal 29240 zcmZs?bBrfZ*RK6*8`HLJ+qP}nwr$(CIc?jR!2g&3)8-ctC;;@I?)(eX z|MJoPmx=!Q=>MBD`;T${D~I>LSoyygJ{T4N@-O%1Uj&7~0>J+%_`lBT!$AN9|CsF` zH--ZP@cyyee+KdII>-O7_&4B`f4(mv0AMBv0LUBu-y8sdMBx9@|I`2H|Nm>hB+0+l z004ub%Kzwp80ddi3Igz-N&kocP3?aa7_>1Q?LYS+8^a+0XaMkkOA7>uBL=|!M?L&O z|3@i_)y0(wI9Lei2~<^N3B2s>ObM8ojR)@rT+$K0Q~@dOP*?mphIMGb&%)t zJcdle{E*S-D7yR-3^F z;<9My2|^E9u^_3Ht>jJCwW(+9I5Cw?n~RgFCrK6D8COCaS(C9cwI*<;<|Z20Jv?|F zcaEU~YF@u(lRagN7yY#lZ@)@BFp0yJ6>T{jygmKcfk}`}@_|!LSI{_v7(rVxtbk=Y zrhYDPu+C_`ks`^Bk?*HLI9meHLoUFvy4i_E||9sG>!Ux8Ju)K$O@ z5AZi?UT6l>nuSTQSo#|d_eK*MWbayYiYa1Li+KVb1}sHJ33p&G3cPMfv^|Nj3>n~- zKv^Y7sh~SNsP(+q05_PFC|2+x6wj=TS`fSfe$EVY1UEhi?&1ra>RTrZML_gg_NITg zA7zlZ^$yDGY}NY@7at!keO z-x^zu+zso2ES^Y#Zb$-6AffsKQ$;+yyaH?_W>th=xs0LZO$ZI(FSzkE%|kn< z?jTDMXGYo&zcgtUvc>Sp&0sR6JY^>}m!M3o_tjvdv;@-Wz1x5oomdBX-Sst-uNXPj zg>PZ{7?pjLi#&}$`=ElS2+7?|7!<~YDn<|=O$|Dvw1Eyg8%PJleN zY)AC+_Y~dBs)MH8y%0p$5h^*0ByT*b&m7;`No2~7puPBic#;+&(st_#IxvDW;)w;{ zER(y8dN`zA+-D3`-F>xDXJ4jnAVHqvmZ0)-fhJQXV;Vu*NvpdO2*`(SeiKK-Nq(w` zY1-UaON2nVPpzE=tCPb|r6L%7HWM+jV-0QVtdo3z5z0!WWnbJgjLaxrW)>SKp2Ygq zYEk(oX564XL4sihKgLIF<(Kf-qAdRA!;1pr zZls104iAH4zo)E8U|bXHmQv9ZwA|8c*|oE=%b~UaOij({CL!!SP3qDMyn|M&^N6q7 zaJYcfSW~(x|78-xP^QBiWo~6%O`*rVv91`EFGeB6r_#x*k1U{z}+@)Xy-b^ zXh436O(16GT@y$u<5yT}lcm?|(wO*wKT*k$Hixvlt_)o|hX4}4H^hMTES7grjhYr7 zdJQ0GYX?I>DWwU?s};>DA^GJ>d$NCL#4Sl`)Z^KRYOsse&Z6pM+YIAQf%$$Z+hfYk zJhikngn}TXZo^aFwr+dy?Ri~6r;?;Q3SeO#pZepA_80j|t~E(*RrbU(1$xU&>!DEh zqNz)hhaa;uUWN&bTiMqbXc1AxB~S~IeP}O;9n4?XR^Zz+1m@qxX+{JwIF%wkL9KT z7rPev&fDM?Z+xMjuJG~$rm9M(e(MyC_!~^S+gE^Zo~;cag_ zf+p?kJuA`2L}-kPl+GU5HwUvP*q2d)p8bYCG}5hxR?6N7?4_CMv+L(bqCbsmqUqsj zRw4GjjA1i7r>QsoC{3fZcrne*Al++0!72ql!zq(xrK*HBa-Mny!cfN7%?9!ePdpEx zB|9kKG=tsnydT@YTEn(Tb0-z^AiwlcOhK{4;xd8{{*0gr8n{(E=}9E_%6eD%S6 zPHCdy@!BWTCvN}b9XiE+e_u)kV)egD6)hFk{h|S1c{R4&`I-@g)Fw80w|M$pdzE(i zyyzKkfJ;o=qD&*CzXy)aSl&|T2Zs&?9LNGQApgyhj$oi0=@g#OMQQfyz0N{G@43b( z;V@^7Pb}?8WZRcnF0&}hF2euiC5sl%72K^5aMr3CyTPOG|cDQ=G$Fc100k!m=E|xJeoJ^~#y0|c2`5g&u(5|*Wv~297mEvc}NW28@y#$RLka&TijUum8 zLbng4p#*6;`3v2>r|8J!f<686f%C@h9=D}!x3POEYx@*w?nh^`X6W(2G$viIaE4B1 zez3NBgQjtA)ZIW7H^gdzbMh~`Gk2C|q@suwF^Bm8Udvp*hugRS44vYIR-RSOu7=(Q z%)G?PW+};$H1Z^wHHCty<$mL;+Wt#IgoDlcNdc2v%pWz!q3F@Z5cbdAu6WC5RebC1 z4RqM|x9J5jh&H%8$gYhQ8xwe&hqd_w+!Eq)|CF37Ak1O4!FfXD4E-0T{fR18S0=oN z3ZI2el}xT!M+E7Ss4)W?UTHG(R6KoDq~GyF#st;gYGZEatMsUnA_*44hfzZ4@jdqV zw9JL}cnDQ&_&SthGq`rr$!n{ckHQr8NlDw%Wd&~-dO=JSN(E^?L$)YxxY|Vc5C)kA zIk6{Y&aRN2W4BrtFQrJzRUUX^kN4Iq)XZxonej(aEcpPmpJ3!#h2;E}3~X zT3E&MSiH|3x~PH=PaZnAoc+g$iw_RO!l!9UELRW8s`##7gu!xmrrUZL;R;a66ko?o zGjiHF?Q(w?Xs7-JZ?O9Wwkf~>DLti7f%%m1+)>owWQ*ATrWuB6c0^mH3~FD2ZbsRbl&;&ptU}biJOjn zF$iW0;#z%ErV?7Vg_KPlV)ygG0X0DRhcUtT7^fWrU~;&DQBK?V1urz=7r8rI_;J$Q$kKmn3gNPb1;m0tiN5ByC0fgn=7T zOh|5?j|o;Df5a$=c;#ojfOrot;&y&T($w9S=rVN6`@>17B)8&%1%guIvSAZ|(rG*4 zFE9}yD_+RKomRMz@f&wS;8E!Qke#CXR^`6g((>OG@~hE>Be*7;{Hb&E4^@0g842uR zU1P>`#3h~ntw4%|Bio)rtHjkF3HUByylSb2C4t8M4_-onga=%els|Tp(!F%w5e2-IvMc+Jj+ROF5}m9D~&FYRl}@d3Ko45I^m(5^ z0=o&LQGUuoO)VM%m$rl(qH6UJKV7t)HU5X?4Ic=dvv?}w)N;BKqEkrZrdhCki?L3c z!)($vgZLQrH-a1xWRj1)4$V(%uPMK824K&XO{?bp8=g$POHk@yZKhc@v4x40GMN5Gl9)gm|8PJ}68 zybey`;lN$$I_#lY?u(@$bUH%3txXkoE&k}dzrKxE$6PLy*E>6c1c?g3fCb01slgyI?K8KfbBZ@M(Qm8d|HC#&bSecwuQG zT{A#E!EC^^@bLzz`PD31>*;|^2j_D#|Lv-=+ZDpxRF3_c)s9pL1TZonY;b@?J&rL6~kO6^MKK(+)FB_ z$u(II!ibC&WN?m?)VveKVN_WIR^Qou;aT&v8*nC9U-mbz>h!GHf!;_C5n`~&;BESB`*Cas zaY0Et7mYIH3HY@YnnLO>f%B&k-b8jjyj( zFlde`RGEdeUH%B-&6?2+<=BCwkZ#11su7VnFy zSlnrpwNne|38wq7(Y>oS)Md{T3+9T-5%hJTA|a7XA=e|= z0fu~&jT}vkgg*xS1XSUn@Pt$1FtMAgqBz__gWV55^49(H_eqqe_*X-C+d@j+deT0Z|n% z5q}Or`0RnATi(d>Rv#tu`v{3*p^TtuAYix;&-^06s9i-*W#LYb+&+wTubS6QEk^s* zQC`_Qvt&E^fGx@O0P&_8;8$=u8tY7Mq(1>|`TWkh<~X@)0F@LAyVr^2*>QP9;9PPm z{CyMA^=n(bvHQd55N5`|TWa61d_hR9W)%>>>$*=nkG$UIy2;0~B(SRj;^m}y3K<^` z!QLZ?V4%_KO<}jO7%8a1vL4<_1hMS}SR82bdwpv^&*WHwDS%BCQ(7m$%jkRBHQtpY0nsCRk@ViwR{#8P$ZpI_ zE^|!_8A+j-*MpTPP}Tfw7Ra{6gd^$4ap|BhXTURN{j~jcL3prCY9M1(J)QNTJ?hVF zgDz3_6Rc~Sx_zf*=sPMntC`%AYUrqydRjYCrKb#<*pKNqBQhB;8U{3oX*2Y$db;Za z{CY>BZ=gya#H9AICvVn?L8PRC-C^SLiE+8tL^wa>7PakGw*RPn0tj<1l_UFI=0WQV zO~VU{syrv~6fz{!$_!-W3)2Wj01 z<)qvAGb50~YFgle59kax{Kt)m$b&Swe{t1%nfHU_rb$Qjzzfo)l1J2#U7h5OMu8t0 zR)fbmVL_0fhN| zC)Y13fHNfoPmS8w$A#sQM#Ob^);tdfLwNryTvIZ$?&nKjOrSnMuGS9i>12XQ8UHrGb%%_DRrIz_DfN#$ zm}(XN#%a@)e0^%E=jp$pR-U99#Arz|MlEM^UfpJef+&sfHOJAzVHx~0Et!k*_}Cv zi)JtH8junsm;fb=9u#0(B>eUw| z>M_pqsN-%lBvGEd4QL8~;w)hm?|n%syFO0pFPm+yhn&ot2K%opTj{C?$j5Nq=ubuhdzwPW8~(lxeRNO|ew1K@_N|0urdN5w5M%9k2w|&-?TSAk(&Vq1i+>% zKm<=t*isj_Y#{mj?>4S+rw9I*GkQtJg{#{fr!jS5e;{s+duY~as&C1(7{S`{IHKe# zy%ud_aHr}9JO}H+b?Si1Q#|dm`pM9*{rZ$d7IFs+oLRJEjyx1#9NkgH_*}a?X%YsK zum03f+d&y8#2t*{utT0+S_@3!FeXUCHQ2tcXucj9ii8x+{s=Z&QwgL@`R>u#=%?01 zw+L+^u-~&d)e(@$5gfHiCSu7u;kMkiR@}t#z5J2AA;uMLQg*(UE|PCpELS(gn-;|3 ze$UA@f#j7K=YW7n%B*%Ul^w7 z5yd~brYbu{W4q~k&tY&I^k*Wr?z2HSK(AI9a*z#Q%f)O5HsqW1jo7Twx}z&9sa^3M zeGM4Z<$H!IeNt7yUUp19n`FrVV39t9->m;$U6~cMNi7IzaYk7HodF(jkOwe*jzCJc z3l|-6^4q(y<-EKV{N*zBkb$BRWf%uxp?K|Wi7HY4@0a{ty5TdG!8XlYB)DH??;x`_ ztJylaDQIn$(wcFdPC&MU*HR47^wmxSeoOiXP~)jh8W8Ad3P*?95?oG(@GE`=q6RkI zQSdh|szd;ju6(s4C_+Rw`kssz^ypTTed~EKeF38y$jK-l>7s{Z%3c=dY54oerkV&B zh%j2Z+hI{gJSY7DV>7J@YKjW+zG341AcozK_efxuU~+4Z-xISokgo;$Zj(;LuGkY0 zQ^kJ$H7nguTnZ#q=tf&p^GLk2Z{VzfcKIsYmmRmxjc9&i(ylxC@&gnfli&r1u-t^) zT@{jmCWn6>p*s~&Z6J>2Yssy4`m8&xbH?ilgt%P!uW;hyQn>mQ_zad!Q zi8^1CVqTxRsO8KiKdG3-j_VaPyj+ty{A5&4 zIVV2xu7G!7Vc{q(cZS7Bm7CJ#n#V=HkhL-%ns7(L8gruo64E90sWRvnCi#f=3ut%} zn?mv@BY2ITeMc6D*{n_3#lzJY8Y?L)O_d3iR~_;m%dq5U0vB)`GFvVfGE5U<8gc<+ z%KT?RIBbwcs0*%2*ai(Eio1N)ZSr&$jJ|*1+t_UX1h|$pAkKq==(YP&Z)8Q?X#7=4 z$RX)wyQC>@ngDNqmDDEGX9q~R@YWrFG)dge;_Jc^9?ZM!W+6y`RO4d{I7Nv!V3mfV zOBt&l&a4LW+`p5i(41ACR6k*Jn~WI);U4f#%L`N`ZCANy&T=Epq}NuzqQ|9gZ(C@MbgMcSC-MX=J^Nw3D6V9ciC=o_7#Eaa(GqkZF|EL7SGRrA98YDVexCqA==P5B<0HEh`;Lsm*{`1euF1SV6OdD=$8wiv)A z^Eg+JlMX56aAKlN}(D z^dwN)C>%F-bC+!Upf-${MXogAbO>@Axzbi;{maoOG`&y1Q&NcxTT->rjsZvIRZVOa z_hYETkXZn-(s&hL;7Nrpgho}Xs$yH6plYQvS$~_k#sXiIgM*a-K2^>BdJjiDmDn<4 zndktsT|1~g8EPV$QHCL2EFI=~<4#1<9o?izd57>10gHzaUeC$fm6XtnUc{x08T~iE z&$a)DTsG(d2np~wu=nz+v)7G}!+ezW>V$O3XA9T0pa|!@gIZ^dP6q{GZS<1qrU#hn zf}q$+9>aCCMhPJp1rGW$N}-aqyqAuV&N1sH`+W|$^)}t4 zmWhqkVFLKBB8f9E=5o)FA}CsA*Ta4CAG^inlboCSv$M2@vck`aSoGD`&jay?mr)Eb z>aQ1`mN~CW-M`-aId)0hB%7#DsYh>|;WSq*@=;d`EFyMY!QRS4QP9IQo4ehU7P@&z ziX4kGiZ9`$7xB|1QLJ|tVj(ZP2o*^+Alo^1OLl-E2~vkBvyKK9wEyo%f6wgCHWHQt z@HZF3b_MTG4Xrt><0hDMzrX0{)R@S8IC0C*&gBX%s6;+~m`a4apYZU0+@_UMq}4uM zJzMl8n;|CtGflgPMwCTqvCiW51GtwzmPEE*2-YCv7Y0txYPEZPOh*6(rdpY-HGBx) zH}xV@-^{T!^o~AjyN!q33iL4_bF+~?!PDOh!}jXL+_9sRfs2HlU5Ojw`8&Uy!RH5< z4PRQW-xPluI~=29iv~2k82qzCaN_?Uf~-^tvyQK$E@}3J1WHNi`iIU_TrwS57*KQv z#pKe=3j9O_9eG4)+6FaQ=Xwp~!f2oq0lvdYfH**R5!GEgqct`mAo5nz`E2Y zrBaIhFgS5q18bjG3@t~oMZ*RJul1zu9t%NlL48cVZZ%;3xnPsSmo>pyXr>mWT3@Lr zCp@VNIANGAPS4fviDRUxw?r~n!}k%eKZ)U^AzF6qV5fdD{gpInZRP+_d}!d%Y`QYJ z05R_Phz9DZ>%^h|%`2Aob0-^xoV3qO^ z++==zXXS3a9r$i@2yHrdSJgHjQKgrx7GY!SJ14V`H#*u@C3})eXnVUl?oqh&Kz_Y? z-qpf!J<(vK#gA0$<|T40LvS&SRrr2}XJRk#>Qcqxmhf4elYKnIXhaA-^w zvr|aZz83FUhShFK4avbp z4<9ekypnkbzoz<#Z1e+qFW)U{e#SMC`m;8~n(`atPblp%6th}Ogc{+rQ1`sdLP`yf z*BlQ23Nva!NqK6)x`-|0k9pS~{;HBdVWnH7MoL`mg#%f0LesjVku34j>&ieDAa9Zu z6Ly4T81AN^dO}qeOmkk)Ld6xWxL^yg2&5wb?hjT?TCfPSREY;}Ugh0}kxCC)o!B{8 zyi8NgvZ6aUbtZQ$oXkM4G%6TxWsSaeQI9F3o3o+jb%|O;SQv0I|Fh46%7_RBhy3O< zJXEvewZijQoNNm0VMC*AiaQmaAaZ$a{dr8hFiAtfu%+L|`WMn+{C0^pVQCnSR5E)7 zSrHU-bhx18hejaT*FgQD~@ZBi^+x-t6 z%g8Y8Gwb16uukj={hYjaO^dfoSbMlZdlu{V%`-R2YPRX0-{@(VUYMt6PkAR-B{>1l z1jru#M)8(_s_`$-G*&(R>Ywg`u+u52zbP0)r_lQxt&Uh3H#Czh&=Gq*gM4U6jmfKo zWz504;A1O5fl=Y;(n)_!()P-0$!zAh>GBUrs;_cRku*R7JUW`z&h2d+_gJH(-%rkA2t^(<@mN$p# zGT=Y*tjDsBX?Oil_Hp$R(#qD25b=h=Qp4g-`eYm!I)W=sXFbS()l3_+m@k#@sLRB# zl>F7qa=*2y9hPP6Zeq{p&<62bydq^?hPmBKyWVhwIKWBz>EcIs$;M7nPgd4# zngSQ9%T4ZjSs3MTj~Qbj7enZKN@8}w?nbGowWQmv-6@p}yGFOoBbcz-WrbQb$l@yI zsKAeubY*rDjm^$1K*avWz;9chf#~#HD7}0l1OfT8sAdz_`%|sie2vR&nu|EOND%ou6c2A&MN#g5S|{$ z>4YguX52R02Ow6{YthP;VfSG29(Jc)IS%Kogh2pyIKYWjv>%d|2^LYh$B)Qbb&A90 zlqEGrw;z-p(SeL~Jio^Xq%4Fx#>pBUk?mKVJUXVBrsNv9UVo5GNz7z6bY54~itJ>%knzLnP z=c@>*?%ESxP)~%vv%JH?fyeg#m_G?&6-+{YGoe{zV5~#$)Z4{Oq@x21o|yJ1z=NtY zzYVaLLhJzFpn7fVYt3w(Ehuw|V~kd$cCWu}*Z2(Ec1;5%t>W07{@KprH0+mCWI33K zJ;-W}!5Nv6ne)*Cedr*&K)a|94Ecy+r}RvLA7&4vvRhLW{b()DNL8H)>5vatBnXk) z_|OqG1Ou~iA{6dZlK9~pn9tkL)MpXuBH1v~uv?#zq)S}I$q-jG^xZ6@SFHvl*4czF z(kf{Kn1az|4-;4pj)QINDZVvCJn%(uzDH8amkDi$A8+NqQuOCR_=w-uiW|p9DAqer zJr77+=YFu;(9pUfUwH4`Ej72pQmV&15Ou?$IOkzDYHbrE= zi$>mx@g9q3!C4irS$5=2#8qK|xw61!a#nBmF~iy%ihdF1=9q)rEex1Xcbh&Sd7TZc3T4q=NXq zD3>Fhkb4da&w)1wr!w*gtSJE%Sp@Rzh zGY7B68o;Pc{p<#$`fbd$A$<-sU>fYtR$kYLgbiObS5H2un?(;Kgzg;JN6R!|1f*`k z$w;R$EfbU-OK#=de?*XM=9Uhk8Y3u%(jq14%&#A%2?k~9kz6Ox1UQ<tM|mN_vl%r-bfe;US+Q26(lIeH9R z@|ym^&RE?nO#X`&h}cysH#8;H^6uSPZXK9NmyAlJ$Wv3PVZ3EMx*Cos;udk8Zo$su z+~avsoAwKHV@*MC=;tEbCjZ5qwO72B5?TUh9giP73v5yjSd{EEKisffiN)AWZLcgU zV)SMr#5ctFQu^pq7hQ@9sB~UGC$HgYa9nDSg1gmg6rMSv0vnoghpfUYz1X$3WQCR% zY~5cLSTIZ-{eb$WN*mmBGILf7Zio9>$8D|ycz&`z-k(Wg+IwYfx$dUqDUDWGpJQ}X z)=8XS7XtWFPUp(cI%mq;8s!TWt}(68>L(B-$e1R*)2?X@Yy4R&t2Q(InJA1?EstHo zimS%BiAij1SM2w9{ORi4pLg7W78#4{07KYu%4O|zV|=^;z5r=R7c5tm%uc7tq4IoZ zdq<(~pmSgI=0O1{Mt{7YT`)w!0%gXkLmI|x@-9JjJq^#r^_LI)b=EH486Ol~Xw^|K zp0FMrI(4$ITFp zveca?aUSLjh;#AxR#>B(K23i`U|GBhOUg{>UR{h@gt^R2n|$`fUas)|EAQ{Gq-Ti` zQ0Pm0G*1h*I1~lL#ZCEIR}#6_f!(}GNyRBjieDPKR?-255sfT;qLS{b*@n@{#Q=%5 zpeE$S!`PJHFg)KA+ka|*$LDUkaEt@%iStvYgYkg1_ssg4z+ig?Mvn`%jf2}qgD3L5 zsfFC#YiQ+chm-pYv9eB0NM>yK6JFaJ0X0Gru{QIjfDTrD>p1;Xf5vCwZT@WUEVF}< z;+RdvbA|_~$RgMz7+QnrzEws<@hgHq`QL>^uipjl0d=pf#0Mx6l}1e~18_4uOv(Ec z0w8)u;5h@ebT1f)UbqtL*XS##Vb-ByD^2`CtoPXYtQnXLjKL;jg={;}P{*14ev6i8 z2o_}e+ws)yZ{Jo$Ch0X&CmypVb3rElwp6cM!JwnA^-FNL&a+mx;6=1p86;fV$w@qh zk&r0xaPM@Pm17kTocM8uGDQ#t!5x9H`257Oms=DrZ?$cmixAZo0ru~A{gTo;G-C83 zL#Z(m7J?(C0nQn-RpaA$u_~uZJN^sbj@C6c-=qAcXJY>KD9lCy zkbGL6r6Om0^2k)3Pem0iW<}V^=7j*)H;$!hTyo7 z2_mL&7rHyoGifJng{zu$p045gmlvf+GKude;@9SOCRz^J`d9DN6g3>1)tw#)u+yRuUiLQ_@{7i^RC_* z%A$v#;JOB=x53NOB)6j;f|VTV_)vnty)tH(=D0v8iLH^DbaK|-(@r?XFV$>e>4aGY zOiNQmS^QH1f^I~bt3D9>{};DlF_u#YSedL79b ztX$fK7Iju&CyUw}BUA?3 zDjPmotBT7h`PEJyqjo)BbHiC%yd&t-vJ3d$nj!SjR2+3V6+9Hb-DZ9|{t}F`^{|V9 zcm%qjr1Ql5ja?nRJtM~7blaB8(Cv?|gPA-0K-QtFH~o6)Q$CC7v1G9x+2G&~rXaUD z#BY3!-F?jT{y*<#=zd#BSASjCOIU~S@3iISa&b?n)Lbh!Hwhi^NXVU_XCu~(hinRf z+*1X*gtBdN!Y1g|IGO@*AAw{t5^ovuhJq8+P=~rZL2y^sJzLqoBwoQiy+YH4aGyP%wTdIO4}PmF@~`9rl#IPIAY(>tC62Tlg)rAaOAy>H+G>+_@G}U%Jy))=ilD zQ2YRpg}QS|QM`Miq(cp}D>)s)c3=5OKYKDu7dkyFZ3ApVMRZkB@*s~3sxG!&8ZL&t zmtN?;ppFog_Z|IcH05V~6G2|uL0)jS7#f-UHv@#PC{Zj2q@ve|MYYdl7i2OUJFuw1 z7uXUGYd-VZLymR<7Ab777rh8pjbey``N~n%Dv1)&AfJI^Cx9Y$uhCD!wEO+8&mzwd zYtUnpeSzhaIJNCFz*iF?a-~be2n;PVgfH(?SsV9b6!1bdKhekIpP+ni1lr`ht0Mjv z%sHNTch0lv3{}iN`th*RfFSk{oXlB@KNmdGqHb_J0Zm zN(ccyG0%nP0sKoEcf~C?s!c03zTKY<`?tEf9H+e$2hXYceMlFUu&4Khyy3|1gD`ot z+##Em-YUL7>xJO6gXnK)AxEn?e8MchpfweixMP=-r`)6`N>85Jx@uj49*A^Xgqi4y zGvD^oyv8%}jzmrSoNf#_`p-2-S|nF*MJ+|ik_GH?d3Ph>W1HAp${B<7y`y^m( z2nKtkqPYNK3RmF$d!XAK*SaQk#pchX^H@hg+I@K=n61H!PmJ%>%MuH-({^+5J|iB9 z^&*rYG4#ShI+%8lu$|(3Rq4M2qDe@d#O7;kDN-qmnHL5F(HyR`ufCM#T84XMN9%!R z695S8?B`WdMkzeh8EzKBAHd~EZGT~Uwv-c)BDkX$A9q|%5hj#u48={%LN?mXp2NqN z?HP*M`hEm`*fT-(zvQR&TkK#;vXIyA2&C-yZx3g%%y;$LklwP|%g`t|y;oQ9(3#|_ z<7p5n|68H`XBBaIgm-=*H#b#oPTb70gD(;yWd^mQGMOGn4$HtuRu?iFkciKOk@XRL$ut|Dw5VMprC*D`!w9$p}2I+&4 zCXc>j6w9-vk_>qbr$Ah7>9GFJYcCw5IwhPgQ({|0WyYoqrNwkf4Rrgx&U|4NqXZ9M zMDR|C^E6tat)Kkc0qvsN`;5kPQvB^wcg>2~ICs_Vo-?YAgf<^Eycwa@NrZ~}fSC!c zYGUq+IH>E~b7IDqDsqsE`W3g-y&1yG`g7J3*^r%!4u|WeuJ&_Lk&p3%7vD2$uk@Al z&)q8*P%G1@$j&2wV`QSEd|tGCj|a6IbV7}t-kwQJKV(@C`7q7Tc{oFgb0gmDW!RG) zIV4P&InuP3i+yqzH6ez{g)7?3p$-9aDonnrg(66rF2>m|4u4M&j~o7cSq%1IK&4TX zMhS56V=JBJoNobWiVt;2vqx#SvlGPj3OmKPUTHU9=4mgN<|kE~o|pvz#*S-IjCC4= z6i(1Ir#oRfRnjqo0rHHK+{A~+Q~lWHR`Hz(5bW~jgSfZ?P~QxY8M(D)rCgibR$>27 z;1ooe4+`o#?nv~WtYwZ~WJC$?dq36&)*7l$!T9L6vkH+!^)QsgP~$cs-D9V~iuUR=C=>8B;vwXRxMdP< zYfsFysGYlg&6Fx$cTPh~PQDM{E*Z>dETChn!t>bOCfzA5!d1f1fo#yIY?fWO?4NKV zhlGlY799CqYwK%)b!Ive#EbR#pOHA%~LN(?mu9{AiF(-yPgLl?fjt?4q-2?VkrVW zbnYny^bTk}6al&EDj>&91qkMRAbbs*1BA*dMK^Q|TqQ31)e`bH>Ara~B5&o;Fy+Fz z(9pca6JHb?2Sdl%#4HGg{l9Aiq`0(AYV7q&0%-5#^iSp8J2Y;;j;(UNWBb%0U7v_= z9#%LKuUByLIUIK!03dQoDj(|_O^H9;lZQVslISp(%7wJ+7BK* zuD^fUGdiAS9lIwH)$0L^sZAO3(`I^DL=KitHv3`ZU1TC*QHk&!jnK;NZi9geFI9Rq zo8VtGOEugzYshOb@8-+SBs`;uAW8G&bg~{jIRpJCp}mdhAb&lJKa|@*>;?yN%8k^t zmJefXpf@RI6lI@VvsG{35+4$+FG4_L`MK`4=PYFimk5bc;((gj@S=bBjO7~C{}IPS zFhd5IRLqU}E^+t)8*Lln{`Bhx z+5rT~i))a7+0-I*u~XLZ0M7S*kyC=-u0knzY~2)#I~#8GTRy!~YcSn9^E~l#hi2Iu zck#9uK>Ntp*2fBsQV}QpQQvJ6nm>^}FSm;?583I#AHYfZwSS@j=$^_#EGPMGDVrm7cwYG>kn7u=S-HNUZ3UR zEM8&rzT_Tarc7MFsU9Hn>206D=|W^^8M;jn#KSDsO}}))kY*A8=T(C-ijf(CT%r-m z<|vZ5t^~Qnisi8?TNdU-G$+~X)L`lcRMrcrzU;FKKfNS`TvRoH&l2OhP^Fk$(xw^PSh1+{Kx;8oT>4WeCLq`u&n}W9wG|WVQvNZ=;zu!d*sh(z!B-_X%t7I!g&TYU+_VY&6*k$5U z)j4Qr$GKH4b5L7~nyo%a^K6cr;(BA1UBJIgLd)JUfk8t+Z&`yObf?n}LggZ}GloQO zy8RT>cAJb>GWAq?sWp`PU%n$VYK?hZnPPyBUXRu{=LZ z@Dsgq6t0A3TBN`~!DL-IjeM|4swxp;2lJpn>`N#Wn0vUv?QZ6szl#3C_Jysp-_$~m z>3K_WNRU~jnS_Mfrp&#FUP#844AR?Wu8ahUZH%1UnB<%ZMLAJ+aa}DO|Ek)Y%K7{S zS6`svw|`j^v7x{kMk|o!NQrjB4FR2Ilnm{3Gp7*HXtC})O#a)Y^HQNvi29o3o+ib8 zaTN*t_-*7e0<5O3L9m>nu(`s&Z@SLD=D9imi`+mq1Eq5v~h3kpgx;J?imtD%2 zLR9u!{Vddxz%Yk7DzYj59gojFD*XF<>Q+vS6r0=S33E-- z-ENC87AX`W%}ju<2+h)n$z7g}F3@LP1e;;NFv%(LIyGplKMtQOA&>&8*XRRVQQ5(J zb}ip1wJ-euSONb4=ylXPf3X~~M4`&77}7%==i!S0Egl}BQKx^S_$Vqi-3^*6&3(0S zEgXfu7xG5=02D~R4M9G>4Gb!=Q2!0a$fM9XdoPU8-;h!kfT~yKoHMc%yPlY*sOzhZ zv&Lu}PA2G2P-mahch@Y6S!p&(s%m-Qb#a4kDwF-9Z z7lr5GU`5UP5O+?5Qli@ zgY-{}lGN#&&Kp;!F0>T9=hrp-c0zsN=m~RHYrj?5@W{){ogmtsn}5%r>OqEP{gv1_ zD)wq#Z+(}I%eT-{P{0V!GM)(2pl#-Z)i2toUfViM&YnC?-B-IAJ*m{jxTg07XB@R2 zK;T)1D|H_4EXZD8-xP^ALHyM<_CqX5q^L^$jKwjC7qMezb_bMT^S8hm0Gy%(<9t@{ z^lyFtd*fyUMD~5vF1nj-dpAWB6uce9VE~`LzurUD-+<2ACZ3rUU#M;^oN zJ5slaNXE-b_W4Ur{56RLM10^%zinshs4w_x!zL%SFto9%Im@5GR#+e~L>c}gtb7>4 zwEFp)4jX^9=h8UM6Ub7J?&44geOqA+1V%ealz0v22%t(DOW3MRhLAjzt#`)*oY&|G z#y_3zgrU!)_6$cYyEq{8>HvZ5rcBP0G60ES%JU-J5YMU@n@w7b*@G-c%@N4^ByIcK z^HENX2O7!uZJqN9!s$3(p@Vvk!E;`yzED#Lj;4qpSScwV6ldJg92#BM)+f1BY_DST zdr?tSFe$SEw~fmZAK5xY$TEw`BnovSp5=5vP zVa09NF+0{}a$r>U*vru7Z;oke`$?kefPovUU(>nM!(F(ckmC)!WQK}Zl<<1CeU(P4Nd zOsknsxp4!7FjcrkT2=YW(%)F-K8gYw$e<|d=SN@gH?G_^P=DH^G^Q1^`D^e>B+1Ey zVcV?eRvzvr1iUMmQG)cds5_a~uZw z-zqXY$`5zVkC)MxE{Bp)zd46i=w2+@<(g1)-fFHj1CUay>Z|4|jWI@Zy*NJJmq&sG2QsM@%nd|W!NJ8%4T1N(4a!OQg2+-K)QAZugZZs17_A7ze{ z863;-I_Wo>Ral`oT(&R3^A3bVKgGtQwE2OTcG~E*(h9?4CW>YF>tP{aoC$ztrX)aA zcq}Lr+ITb$S_{Yl{0u3K{i`ppgr>OX?wC`0kIHV{C38OZTzc4K7r&55>aaeQqWV_V zN5c(t{@{wR)~t$G+p;Pz3if=Q5Z4&C)lL}_OK-GpcqI*tGyMfN=@pt@UT=2km}kqb zcx>DhH1DE-=+z%N9g$EHi0A4~A6i{7imTMia1$svzwJKv3-DGg>K4z5rn-Uloxvnj z(d&4Vz<89l95g0Ui3;w~A`7~O|3_^G#3Bo7jbRGWOQX4J%cH$KUAq+Uv706@bTXQ>* zSBuiu1nyeR;q?1@1C_7DHZ=2D@SCie^&kImE0L&&#V|4YZ`g)I@r75?G=p1qq4G&V zqCrZ!`jS6{1zI_;3lyRzm!d2MJw;Fbe882E&QaA-Z5OSLG5PGX9139WXaMOa8Sn4+ zuF`LWf3%(VqS0*9s1DJpCj3}$GACz$_rU>6Lgv1eoO~xaNugX*MG;8ZB32Zh(f*)N z+q$t6Vr*>PZRk(Bx!-PALuP#T=SnjVfecC#&@#9Q(3OmFIU(?}J8bWjdf<1SPR(Rm zw27aU2qdKqLqK|qH^|7=8;0If-vY(9^j?Q_9qHvCcnaej+LHy}|I4?H#R$oe|B522 zuB4KtQ*l2925{lT2stOpT}8dj5p8oOG@>H4*;mRf3L>JaGj!$uM+T5B*0RelKBNsl zwjWqTYdGl2?8zO)mZgu-+bAr!%S1E05!rC%n{?l?G5*!J+$F%Cwnt$KE0ZbKB`9%wBq+u@2Xk zf$c)%!5wKK#EgR0z71lmHnqYIaJk&3N^Q=NQ_M_|ss%g$ZCSpfA%u}rMDBH!a8qQz zcM%zRpV+gg+Cfz*m9hL_$GhOn0aG(5QTTg?`Q=3NI9Xb9An#a~JHDb~q~v|KWSlBd zha0Yj$^?!O(y|My+_%NN(lq-`oA>HV^Sqeh&7pK{@4V``U=83_8Ult6BQC<3SSFlH z(J7TOFnDdXqg++EZqdJMph{dlb@Z&!-T$;70}cnM%^>xb*rJ`wsxWeIvHCzYIDc0P zk~vvS2Y{&D>y)Z2{0fFauB(pCI%iTE+{bs5^{s{PFXMAc4dFiF0@<^E3d|R~WB@B- z8av^xGce!65M)pm_~QN^Z|>YHlk7y0#^6&^>H`m*jR=vt5;aXsQ#^nM{y+nchHia> z2AfEQONw!+gFSEo)>_XoKU#}=k2=XavvjakUN@vbY(DV_n%OE4eTqq5W{#{YYzS4O z7$~-jQpYI)UbuapwY_fu37n|B;MuO?PK&KC?Cr5=GqvvazpJ?^LQNKNL!JuVD*G&- z8AXi8hpVGsuakj;VbOllC=R$VT5j|c5~pu{ZE9vV!^b>28|c zcg+2a!&nrL@nTWYyaOX&*Z<(i91c^^b!8|p_0M)v{jD8QrF zT(5_ytbFqR%1riUETPrrJHy**ZlZ4D=<<#I<)DA(nj#6)znfay83TmMj^t*xatqQM zzJSw}1%u})th(5eg(`)LL{!y%{V;fun$VrEQmJ#k`!Zwho%a98`z-i|{3BAjql50) zm{@tv{AXpo(6jeozHGnm((_5+C0ru%zmN%_P#CoQVwn8|9>Mon*?WAUhIEf<#rj9a zHd}s=wpg`GognopNg_R;>l2y%bLBLlB#p_CG?+mXDwngjeaZvV#F_gbuRgPQCOMv~ z#;r7}pxs_Ni178R@RGk)jLzm6T3hp~BEoQh1-~bg7#;OuNc9xVT8*7gZJj__&jG9; zZY-VM09?29B0INS=HT?WW*01C9JuK1ty&{myQ=VjzF?b7ks}&CpznU(5jjkTMUK0J z%GDPg5w*nVqKH3{x<#14hk>9n4;1P`kgy8SkeSg-Sot;sW>}RC96miDG_KiJVbG~K z^k(#i4MZQ=6vj_Y*6VRt%?XGILpd;q$=Oh^J9U|S-JO#H1+PMi8C15>roxBfL^$lt zzvlcg5nsjZNRzjiHyASkhGSEiSuZ}DrBD*W;p(byy-ktn&c%=**v%}$^>0nU3}VPB zV`NZZ9|#E5AY67@DdrQ46g+YJh|wA(kC2=hDW#_oLJwpquX$7z?;i(!Fp6ot&XLQKX- zgqke3j3EM~TSR((VRC_s$1cu{V#4{PV-gyQH4t!z>Jm`W&bYz_H(hhR92U@nTd$dI zYU~1ERm+2J=!3KoEaL?fDNCjq3&iYCZEG4H$6nUqE>P=RB3;+E=#i0I6GcXlo6UqIqw;{unNF6~0Cq{+m>aj9E zj`OcsbSnG&J4{hzGk9}!AU`KrJG|nGaEazr-T~*MP2UkXBTgN&If@DJ z-tIT3@}#Kl%KR^%ij9wGO5(%(v)H7s);}Y)3??3_8AL&M$?nA_qe&o9y%REmnR#2} zD#BcSPVaaJ+^>zD>L7wrIN$hxfSng6{{cX$IZ23GVp?%H0nO%w5&ZO1L`q`Uep~-x zMov#()Q%Bx>sBX;j?E%iZQ+w*ewjcl4IoJaW8&X1zt9KV#3 zgGHvy-nlWb3+h8;Na75EFv@$sf4tQhr$uKbj7b~tHMipgylr0&jI;Gmvw_Xn`#XC2 z{_GbZE7!qr5dZ^&jf<)rahF9s$EN)76Fu)ZGS_Vyj_yTKG+Yi6(`dW#k{9R4%UhV3 z&L#Gw@L@0-bRb4AoTFbu>@Ik55QP291C)(&1;9Y%1O&r^-FSeI3=t21;WG(7{GgVTS_0YUFD1 z2AOF*CmLDvtQ%bE(J)wB%A}Ny`bNhC^p{g!r!Z3`&yLq%mLC#+`>p08HotyNgaW1A z=5(8Z6*X?NmRG!Hw{h|*%Gd;<3N#QIoLQOa{yd^ZY+MpO%fD*TKF-dKXMD4Z8x#}j z-FoHpM`$wMa(l``=%{yJHGwXmHi+lR8L_?%MhCP~;wUGTMwdDgH3P>ZE2i#fB_D32oM_wr-kdRc0L}G_HW)y0oR(2<8bNCN3`_5A9Ph?+icuYifcMcu z_6O%0VG^lQjpEZgl9ANb0f5SOxk9A4ntCcu091=oE;)VLWQMfLXp3xO?K}bWmp863 zJQWOBJmPsdz#@V6vXmeebo266Abz`rYp06D5$mYeY>)Y!&u$JHU0dJUYN0}pc50k! z4QUX7YY*JpJEMN;{QJaN*0;BwXxo5tUQ_QaDJ`-)+aug4t3KNJ&?AsGMN8uYJ5--> zs8R2^{TUe(dBqUCrO~PFk<<5Ix%m?=?fZH~ImcUai?#%J$F~O z2DUHa)?!LMdBd19 ztG%J){>~`7p{juI#D(KV*+zm>MoMw%eh`v0u+Q&rxx7K-x{hlz`+sG64joPM;F+|( zYW6NWpE65Kzz)QLIojG|Z}cifm|S}&5^1Pt?M+KZiw57Xv_}kbQdc0~vOTU_g6Hc| z&zd=yXDOh}!PkK|sYBepcR1kE6WZg$<@VH80K8Q1b3Kcu)pH$|{K*bx#@H52>gUrB z4o1ieOZtWxB5$iPh2$ob?Y8PgS z)Q_@Ke$g08n2~)m5Lg2BX=A7$TJ3Loa;PHgrv;4?9Xx!8Wz(8>M*7a#w9k6jm9-%7zh{l_*#c0y*-QK@ z#fmDGwfAc1pLN4w$e=NkNZNf3oI2jqGG7r5!#4&%J!%IWDXrIZkHG|ESDm>2Q>GXC zKW%PI>bGV^N7A$)zaP*q3YwWqZZ-RL%uUx`>FV#=wz)zhOk&W>Z(P}HQ)s$py>$3| z_4{hY0Ft5JW3|c<2(q7B;igSdio^go)JdIchnW_F4F;ZzuQKPDvVXlv@L*i6D=40| zohy|7a{y_RfP!%}a)f#$v8!awS8(8$XEdUXORofR*D6=Q-sGazpu-#eril5g62$1v#}04%ihPT<+v6TN*X_usAjmdBXes`@ zpp|j0ifFGOI{B)t%q)9T1{1T4^hDHEVsuv47yjL^CZlth5R z^S*aXj`Mhs+jrF^lVfLO&}Qg?<*+(QN@r~-jaXbhslAhr%7pAlQ=RMNEp+&{(InwQ z5U;6n^xuD5=QTvpeXhR;VE*=qvM6j)>SulZv#wZ-iHDo^GOfxUrVCp8sCU6W$9%|W zW(sxb7rHxQjgF2?xJR9nPzDc&EyBgi`nZ{;(}QSlk0QT@G!V18|A@N(;zJxgjI@A# z-CEP1CU$(C|7GRBGd|KfJWMe&=MYIWOg`q+FE*x5Gh9(Mz zXot>SAng8_k)9TSu#$D5h139ZI}T&nI00XX6ZhzB*KBQn@mJZrX zAhK=41;7zlK91<+z|v$haK4rtV(A?H&xHR+ZF{3U)y2cKo%9M5=Oc>U-IC#n&+*`| zVx_b)xOnN@H{ey3Q{EXYNs!7P&CKRGy>Jqf5*Y?ULnF`-W^eN1O%d%I%(*|iP6eg^ zDTX-rfo_tpIkmiMJQ={sJi+95L8Iea%3q!ddDsov@7__aB!p7rJKSt1+RabL( z{TOYo*`Kh@9SSmv_Dc*`QGIi<~&hQE4Meg=CuS4$4;=#6b%IDkgbN!BC&ac@Ho|m( ze5K2QxyF+GG_&q_GK%_yi1a9WuaXBdx<7DOIc&*4)@$+X;4d#9ylmZFGz9SJW>?d1 zD_nu#aYFX$f`VfOqc>8ye$pLuG@cc3l{-LZkv(x9!Ej8P=As=+v@SKYKZvV2IrY*Z zsYjOb7sPS4bE~hXFUjK+k8~wHVnE<1n_t+H5hMBH@lm5$;B=0?%y*-i&k>%D4!(j{ z&d07GigQzyL0J~N=HzVh6wKOtug=U5l4XaYhvkw&A8Cfv&CGZ{vyHj4!Tf1Y1yrI_ zKljugqCCQQ9!w5RvDlA8#<7GAZq#&Br4W(i<0yMieW@{ICv{+;X<6iXE0KBNgt)9{ z19P=YJ*xexYnTM0o6x_{IYczXs`@xA$K`ny0AB_V8Lgo~%m1k`A@JRGz>4Hy@wXys zPm@H0A*515s#%j8BG(j4Hbx3EG)6C>7AQE^!h2Rex?aB#ef_)#Gy%yRI)K%*DVti0 zTlT{84#u-qy`edH)K;s{lzAm$D*p5>ZW#{hWllLKN^R}5?~9h}=7yP4-fq=Aq88X6 z69oDWMF>NgHn_Y1K)@mWFOWPopPcE zMsc3lA{PF^-yLKop`tuAIq{mw70j(fpj2R(*e3o=g}}Lz)l9fr(UdB1<7*4bIPkH9 z&2k^mt95-17*j(=^9`{Of6l$MTcIx7iQUI}Wzw9Rs#$0$7KQrdxi|PBtO<1rUwrt| zz)#SY>Q3Ij5`w!J&Z@Deh#DO!LLG*_gP5xSeR6br;*~@&72r90CF@M{kVYjdDCjJi zrF*?*f^`t!Xwcyv!7AJQdZLjzj$-WoxY*cNkX-I_2t-%CG$dQQbOHs zD%aslUD8aRnqF1hIT^=-^@qYlSRLkC_Dip~aGhqaSI9s!{6(kK*kq<=;<%9#-uUOD zpv-@@h9OA2(Mu@BAC^X%6SchV?{3xGd9Lsuu}lCd-xwU1W~kq%x+POLPVa8R1e{O-e?g5FC{F9`E@ zbcwQztTcs8QjX3}0ie&`MyBveBwKb+q$$^frjvFc{R84<>c+1rBBI0S*U_X|xzcC) z{;0S;v;Txqjqygnwhi$`v~7e;mx}i{E#7C=cl;=lmI7#FD2Vo=9 zD1@lLrzCh7=gwth+~m-V{NG0_W$&CFVeAbV)&X~Cz^N~sT(MbZz^2qSlS=v@@Nuy1 zV7iu}K+Ur)jY+I&UpAqGgsm6>qv5}PmNmcTG8NEm`3x>=Et-?k0_01r6j+5#ag60_ zWgYpIa3a2dK&L5`0DVO%XbnvDaMI%*lN>!V2efAft03Pw2j~+u zNH*pjH=I(|T^^bMyx(3MY_&v#5@SuWnwM?H>>Cd%4B+dHf35C%a5WY;z*vKo2mKDj z)uR5*b|g>9NY<}9sFkRQ7mo+8lj#|&;ivG)j3P4N$g}?_UvSR(I~htIhFy97|Fm9o zF9;b27=M>>D77#B09XNs09=5MouHZaiV~6=7-xG4Vex-jnJFHO&Lna6EBkH*#&?c$ z5)8up%i1sF_Vn=md9g4nj5g0fQOR5*o8;rhkBht3XHxxO9X8!lVBEta%8;;3PC=G64(kI;=2c7=zaZJc5jyyE^N?sk&1>usxUzL6GT4)@KqnThn14?ibm88ufvMNtnH+d}kslP_nd20aNA-*3=!do?r8|(J8ddTDOSH=5|EMXHsi#32G`_^M z>0+oT4$1j2V?_Ah`s1V}$=GopL~u@6Vq@Y;R)1xQwWo(~Y({(`1NnM1M4di8n-wXO z^Z69|GcKzYOzZf@AOMa$qhh8=k=S!R7>hisHp!PAN${0|gnMzxsl}cy-jy?xj<& zzC(HnM6(TvRtfd*-neFlJ_|oh&Asxd%z3JtvE~AVPdLyyB}h#8bvb_Y%a7Kq&kc4HMjOHy6BnVNa1b+ za#`;SQkG|6RsrKQZ2N0psx>?&yFNy`3;xCY+6fT02gE6o7p@VQsjRUvc}$5LbIJ;$ zz0!IXZN@W4j+E3^9X8BlrwU@yz$}5G)Lhm}zg%WSUe_KS*Bri%@TB(%{ZgFl_${WO zBL|_+zB;#Cu3qsh@h`J@ZUXB6>xe|By~U9y*$ntI1)frbSx0PAQcp~>h1|#dayn#S zM_vR=A(~Q?OuD zyR2mB?=qO(TPtEPx}3Xf0Nb zs|+$QO;@mo-0C6q(N?P!O3^5B0Z{7CZr5VvNf@X(zgKs*Z&L}pG^e69xy zEx|H6K{@!5r`7#_LDrHoi}oyyH@nM$tODiz`Zd7+K|uY}QXAr!zWQ#=OeXlEJ>4T3 zq=f>t^@7xwBm8$RH@9)mt-0IlRczKcnL5+_a_uMaLG{(@1i*WG49EJChBe5HZVMrl zy|fmny-HD`DbR!xN8!#_b=;75H!u{#^L3PHaZiL-#&n!#_Kio9J#eX}-`}DTw|FKP z+*%#x7I*|mkn39@2?V61X{)ua((SdrDyyX=tGT+@cuVOa)vIb>em|~*Qj-Ox)dd>1 z-*{=xf*|iQgfGP3&ka{)sTZ=8AGW1~0fs!J+M>;P>o3M(Z_^Gq>dNeNXF`@J=kj}U z=o?9rD?~A?I1TvK?qp<=%GGfZW56S4TO)x40Lh73_D9g;So!F)MU0EMOoI$L=9tr; zba4{58S&^g?-Oy8p!n^tD0(B+0yp?k6i&3|GZg9^TC^8Jt?&O;!08K$(IkP4hT#_Y zERu<~dy6WKQrzI&D);hPw{VKFe%TK7b9zIK!enk6&8(aBS*2&Yb$k1=+H0PbgmpI# zIiVH$ia#249I7IFp9K=ipN>##Q^;-mzj7@hb0HRLGF2BjBLd8sqm)zBK9Pqv-Ujzt zmvOMM(atF#fKpycF~K3kVWFD53B1bjxw3=j=6K>QAzF9gHDwhWY+dKy{F)2&FlYf0A-`i?@ zp*6^xZOY>jnV3y0^u1J(E$Cgp5+ey6v(S7>$A8+DA9cS}RR&20ck-NOGIA_*BAQY& zSU=hxRjYiyCB4$xTd@NJVCJ*Q<#16sXReq{Dym%=MqPMT3W2o0q`>EN9Ms|4gE~u> zzned>HDfF(fCFx!S+i(fD@j$Ho?)Q}Ih#8E8f;s$a=_wBL?p#kH2lR5ned`Q4CqoP15$bpQtj)R4o(3*8sz z2@N||rdgm(uSbTyBp2D%LwmATI^6a0joD=; zM93~pl0je8`rFJY)x+;#_2G&-UaB~}t72j@KR0x)f1TH{a7WQV^ohp0FE?USgJcY= zQj7~8M3p$w0b=F^X5j_cpc`LC@RkO4!Ql3&$`dy@wa1swKhNw(t(Ld|POmEfKV8fX zER;Khsl>-g=M|=r6l>fIXLETdKo2ad^!|xaA=eNpkjUQ%igJ1i-lt~%+spJ2&jeX; z{o<5l>I+idu%OiHZpg-YpvMDfJf~yMw2>x!Y|_JL{dePBD&sS};MM%;wo7ngs|Qyfcqz?=1;yKm4ne zuxfS;TS`ZS$y)nT)4-H{p6|a~?WZa|XR7Gc@x7Dbe=y!+$4DRu3S0eTpxJ6+a2(HV zYk)E`cNHl(20((iOkf^Zr87>@p?7i6(t&dUn(7#AyJa~cvYWWM$T{@;QrN0XRIamm zfw*2%bb{5^{Y(o*kK!YhWy-@Z1+k>en0odF@Qf5nPsaSk7aBRH;$%3e(H7p(lm8ww z{);WM$>~2Vh{>Co*eqpZRo)Mj|A5^RS-FGF?W#63YBC`#OBR!n1=VI3<2RpnCwE+|{&xM#uD4v8Q;%`drv zWVYClf5V$71DQf7;Vjqg*m+K(Vs8o6zm9qCX zQvkyM3AT)G!f$FX1UPn0q7w;lE@Rf&B2!+8-`I=P{Kur79nNd*tpd!_K>_i2iqR@W z7RF2qy~{g-*&KvT*tDAs@|jakrgg*+Id#vg^2Qf&#K4xIo>Bnf(7|$BIthw>+1(Lh zB#xlyU{fS;kgpx5(E9uSq0$GzU8Lipc@Vc`WtR6d*}MBys1stNPp5ht4D|MYSeJxs z$kJGq^Y=iI1}69nbbC`ncM>>-4@!nhX-zAtZe3+#<$*%PoAoq>iaG;0DlG?%-%uZ+ z-b4*Tnb&d=OSY_%0QJbf$p!Hm58=CO!k@%!wfnb^%Bd%N3pLDhD!=wxbFBX#)ONIM zE6Vmdw#wZ*p|QdgJxb^Bl7ocgttF2&|8O~q#(LU5)?3Aut+7GaK<{hhc*4hSgzFcV zwQ2eF(-Z(M#FpU;-~982n%PXfV{N%+SK57~)r9s8YjJt@>!zm&cxJ5j8M*}^4)qs5 zh!P8n^>T&H9CUP8RBx|HvXw?zJA2C#j4pNrfgKHh!a1wZDu-3d?fZu%2(-0z3{&K3MpZf1_pfOAgn3kBx>NrP_D9h)IcRLelE zUr6Yo-gNqZX%{@7b&c2)SnL>(lY?HQXx(hvV%|yUaGLMuR6a>G(|y-VklAji9q~8< zTZwFP>BR%T$+2FiX#rDyyK^f?l1wdJ-OEi9C z-yjVKmKMz*t)L#LPM39w!Ck1ioBMDp+PVj@4Tk}jB&0(b!tDvPvr!ouYcV4br7ydG zvugU=9H}CoAzui-qYosxlt%uDqDmnjJH4t=8b$J~geE%kMCf{iMAqSSA!^JqbsqVr zJ50ETdEPdHS!wjViTfWv3xneW(d>WE>@feN{KYr<2BQ0*n4sZYzNxh7oA&ca#ql2{ z%LqlIkH0tCF*%U85Scrd-w+jsZ$(PRO|QnCqGN-Fe{L*+ypj0VFT*Pomq7Fg6~2Kx zLRo$-xrLTf=jI15v;n8|V3BTudMMtXds>gdmkl>I>y zm_MvcZvS|J3JPB!j+)KxUSL%UM-Wi6HcCTwKNu$G8sklyA22>k*y;J;Qj#7GogHIy zZ#hoGX+0`tXlaDVS7XJ7f$1Sk>uJI#p->J))|=ALI?R2md4FG*a}p?`8=PAmKAxyF z5S+Jmo@rkpsyEdd3kr$G2gu2pye7!Avr)8qt zB?C8({@n|sx!I-{L(4eqN^WH^Z}1f znINd*=ooD=5K};gxYzRuyuQp}rbtB#;U0|EvD4fB9?~Q#6&6h)7>`OtiZZFZI4KsD zhNRb|lz+r$7#pzMjfwJ`13o5qs=zs|6i?S2qSvkwQKc$|5;~8TRSelZM7j7|R{%@pLw}^W$ ztoMEY;wGAXW%7Pnu(4yDv>YKFPGm^bPYvvri2pFV%xqH_6z8c8@zqO(;_FBVN?H0K zVcEaJ;1|sXMT}3eW$KryxIJ`njrw{sRrjlp{n|B>u^kPUN6NsjypDpS|wh-vn;!he8^E$v@P4@0aM$R~> z$(TF%!X)~}o`L?=mW(2dCE-R-5eEZrvLx| literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif b/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_10m_RGB.tif new file mode 100644 index 0000000000000000000000000000000000000000..0d28c3e2fea12dbaada105a6d3a82e08115fead0 GIT binary patch literal 86983 zcma&NV~{4%*0%YSZQHIcySmtA+qP}nwr$(CZQDkdtESKUo|yUO$3)EDvEsh+Ub$98 z?);OPJ5pSn8UP6Z0FVFxAP@l1KXUsQK>r5=|6`DU-p0QG`L8cG2mpZpm;Y0P1Oy6z z`KPe|4$%JV|EC81zxm`y#E<}B|D$fcp#P&( zB&wo{gd8k{^n}Vv(u5wiHpYa^Ofp{o>v{nwo9Vv*YW^<(Q86u-Fe<_Up>)ts|K@F~ z#TH+Acp)J3=vt;@IjFVi+vaFZ6cfpx{e;Pi_Qz7%YWGet2PEiY>`0MU?`;i3XGYI} zZfwvt)kx!88py*~ELwdMAzZxGnt8QqJKA@7znzI1i)MGM!-!5UIVzVqgRJMn@_}9Y zV|57{$E3kg?U9$;{!;+5R`@6Ep*L&x_2TRZmSsd!s#FE!mD+UntBYTipk^W_b6tg# z>Fmj1<5kz@gQ28(kYGjHT-25PL9^jX_M)u172mSKqxzy3FW+QJpj~o)qJextdns+f z2I6SkcI{fw%*)74s2)5iYm#&7xBzT^%R=r{(JekO`^;0Rb2&B;H;F@(aug86$_O;2 z8JU{*I5FUrYv~0};k*-TC-!Bi#uhvfu7}%(yl2IJlvky5!sRPd(I!sXJwzwSM3ep4 z>#sSfiiWZLULMR_++?r_kWWccF?N7W!p&UdQ8F6^&g6cVsr?7;z~ZCdD>TvX z{6ztwRGZ9S#DPl~g;;JHX*_P*Z|wwu8XiPejG*zSM@#nlBt3`0i9HNO;1N=LWWozf zf(+Sf_jP@ECmg7@s>##CEo##m)8od1<;B6qFWDiRJR)365qzb5CMnMa860FJ)N)ZM zI==hk$05?u@pJr!KxdtS7*C%s&Sw(M3Ly_E@xyw`=ih?+&C1p;|) zYs4O??Ild0xx=4t#J?GxMEdvJktL%Gg9`yr4550i|-RNW0a zoWFSto4td_C_AhPzVV!oxn+?oyfBK>94B`-UdTgRbBZ6Z{&xB`qGM}cafjs*Pgd~a zGJtehV9;~tv+@^_w>|Z|xt=rb#ojf|GWJW8#(ZEoFD&7t4;)nuT3k*GYBmY%bm(P; z)P(9PcH604f}D*hFfbCwXvya#3#co6vSVrcwdy;jG{N6dOb8?MStj6_1v{3{E5!Ho zGHICToGwHSxZr?lmI8&(@R7>9NkF^pph~`driQbT_MKRtBC6NCal5MO6(b|TmbV>C zS1qKA2Iy!`nh59HHIg_n8M#owD?HX&C+eCt;G|i8ql^S>b$qEiww5wS8lFp``A{9n zcIrdg*GHfnJ5)Z29i!rTpzn&GMjcvCwQCfA-2Xxq)76)Eo!Q>rD3M#@8&>|@#1Y08 zf#5*c;j<-veB$SNR@eS<BuQjxP}c=NP@#@+n&MbI~BS ztN`gT^KD$hH+`HLb2N=8h8Te3=g6(KgT8Gy>e<3KrDRC_SyB^T<4eB@10d|j=Ocev zH%9N&jR?_LR9^pD-F)tsT2No%5R!kj%Y5K`l$4Ht_v$KBP#6x4Z9Q|udIOuvtvXz@ zNF@3(%$rwE!t|mGtEZpI){4YAzPR-P&MoW-eq>$crPWBU^XdkfS*HuB4Jwo{kA+b$ z>rs?O$u!bbkX2o(jUx?qg_|0QF_jLI~l>2*&COK-tx|b((ppp}N4IWt`D)(8L zw*{w$SmkN0#yGgh|4n@+B{*ka5xQG&Cb%>NJjhtTvm#$)D?LdbNS6Y}3BQct7L z#la;gSNrhq5{Fn3{3X?E{&|k|YbZFlPfBupwlFXBxl9Uv_{l9WE(XFkQ-X>e9+kl6idURx;B~tpVfB z(c08TjM~fbmO3*xH}3r6Y(4G(6??V8I=b*$a5#L@`b$R-DAVUfOf`i^_6dicH2f!k zBP1ituW&HON>&E4hFyQm?DUknnVZ8+3$@F)Fb9$Yt&6@Uf4{B=BkfIZp9FM=d$wbH>ja>KQ*n#7(=^Her${@~GDb^VW zvPMXt!a&6%^00sVJxT~d{o0ww8b5g}nxUOzU2iR3nZ5Vy==V%%RYqMqGwxk|A5EWA-c z{@k;Y?G-~#To+94L%zU3p5Zo(tjU*7JP`A^yN>U8JP+8Rp4YFAJ17uY5i#?AXsMlL zz0D}1!%~7a91eYSrw_1nIRuIv%XE>g8d9V;&-5w$u)%Na?unlL`(8Q~6xrMP}K--sL5KrXRyKb%$TU_?!}6TClOLKfWR3Q~PWpt${`*NQ^5dPEHs6BMQ z%L=|?)Q*AcV>pll8i>8h+|&+y85r&v>^J=zo13$qJU0AC4%mUya`#D{e)|52A0P@2)hf|#OunaPlC3>2-h*?6ZbfXt*+SUGb0ml6&hOuBh;=__VJdwKqZ!Qbt7G*DA+NgRXxEP{3n z8wzylZHNV(~76`4MX1Da6=DY*hS%iYL~_)r=2yBD8H*#@k7)H*GGtsc$>^$agR4Du6-M%hN31|cmn578JLVK ziHu*-VXsA%QGCguW=LET`Z=reWBkf^@?K`So5U4&RZ3Yjvu3JsSAW#xMy~|FA z2qw`?f2|Zt`;zaI&_u#=etkL1b({*I)rO$Fkk7j$1r(JkX0=w3c6b=Wc~k|!5$}|d zCP`d+4BPX6BPdAgc5Ta3X*>Ug3=@W_1k4cynJi15E^gEX?S3ODI1II96 zPv@hvbC(oP7&a*ebkd1C%Fg0c&gG-0+wkwf9#T8dA8qnO-E49WL68q>n89NVc2@%xZC4-OU%;wfbeeEE7xpABoqS+q zU2#BzC;DM6tH1-maU|Um@HmZ!5!%!ccX*`k>sX_7@nUk>c_7QBuQi_uoZKh5L5f!U zXM|~(QhTk10gvQWq1;z{x%P)JXdBV_RC^V=>I}eslEqBbJE8NJusOMXH{nw%FGK}0 zQOZyv>^zP}yFui>Dj3G+NI0z5w%+OE(kRsTfKka%`K;`*!yePWg`AQWf*W~==D5b*h)e4q(qHj0bFPA`iToU8 zkg{X31*S@m)&w-Z#t-D?dsvp8L6bEz2GS{BOFH(qP{m$91Zd<>nja3kTNA~edj~pu z)IHg`h`Ap4V8TkXV;#r*@Aw9vbv(tBi)_;dZ>@QS!M{w_sFPRwaCZu!bScsBUpiY` zyfB6V@*b8$f}TNsuxNwBkh?IUscYmbdJU5DEgC=^pW7VwtN8gg;x6|V7(A4RutDiM zss;z}PSke69sO{fi!C=Zuo*Pr)3jKJJsH}pXl@0Hdi%HYg8G9VW=FZoTDXeaHW3Qr z6pV-w1!3`q3j@Y)_<3T5EZEz79Hoh9ear>31`4P$#HMafAL z!w-VX>Ujh{MC!Y$iElIU!;5`_40)u9O+r;yp;%GLZJOQZUG zDJn1O+>l(2qB++cR9Gzn>%T(w!e}CmI z=M0U6?^hsOa!SsIR}-c?9Bc(F1B)tbm>*uS$t#Wd20%z22TJHtOL0A7h=T%TW zULMs*Eb;@kmdldJ|5I#u_7nLh0(&~!fQ}#A7n!eb--*R(iZ1+?H&qG zta0jfuTCCNz&-L*I9aya4RRUW1!Y)208H|gS5%8Zno)wYGpDt<$LM&RcqBATg5_gbRsQwR2jpu`XguGENO?FTTDLrk{7XM=b79OK*tKiPBF^8ug^Dta6bbGDz$I?^IGoTYz z)k07||D8GI?|Wd7{Jdn2OCoBz24V#=gXQBcQ4~*2*F5dc7xUPqn z1H;%gsI-tj=br4;)eOuftFsjxS+8V511#5A%TIK2Yp#*QpJ;Ys`#J3i#}@@FMAT54 z-0MG4zz-qx`I9)VVDD|oEoLLYz7sJyqhhERe{#eTv)Rp;gJOY>IkY8GbHLO+ZgKc? zL3=bC5Z2?Wq*Z8$u(I8^mav)sY=j=esGOP^s}|@69zgGLpKStyDT2}QM&a^5PW2D? z*S->;zKBbM?%7N#fZtBRjp*}YcMMky2vQ|&F{(1voRMC(qbVW6-}M6^yvfvbPZ;s* zU19uN^(Pv&Wat>oD)WiOYaGr~-sk>& zzq?&Wsr?;Sh0aQkCtA}LtHq$#ARK#m<=Xy{cW=la@A3{$I8}wS#)6M4GGko9!jXB* zWs}f_JLni;9cXVQKraENV)Te``WqD{DIn$*hEwL%f{KY%tGIcS3NnggX*5@n)(7S0 z0tz=~OE^!sWtWu&C959C3^M|g3`c~z*E7QFoFDk!$z59sZV|s(p}gMY*Y6ZtI(4>k z?Z`(-54OsS5{POqSu5>K!RM+>pi!HMpraA4QwI?6@-M__{0s=!tZYw^xam_y@<{^{$i|)d(!ekB zf9EZGJ0}71pR)JYmSV%=RwSOBNx9TljTZIJ4Ho&JJ)M-ArOxchF z_1qhr(S2>4wZYpw zER~l(bo-oCkB<50$>T@?JbG@)vYR z)=->kfzv+@m-}Hwd6PrwgWMAtcbG~nRBbkE$A)?gL8;idN-9J1_0u#TcF|?f)R7Lr zSI^{?wk>FzH&w`W6YdLw(wCne)pqu2DHwfJ^h>Fi1qv&oc?gr9 zp)QR@9R?O3-g{uBoxFQ0wO~LV^EuI(2ksR-FflM1*m`HaL+&~qowjAEt$QHQ=))As z7?yjP4~y9vHQ=p8*n3l-)uL!=v_1aSXbT=ELIEc0J`EOG5WT_h>sd`gYrPi>D*x(G zyxyFj3?k(6)wS7^>eYDCJ0dV|&q??D0)>|Q%{n$CYLp-6iywy6w z_tL(_i`b9kgcOQi@PP%hAJ(Kh8lz8a`_vbu4nIZpf~sIsyu+(bCJSJkR0O#DNrAxk z?T{>2|8injnffZ5-P%Sm&Lw`Ms86)@(#dwqbPTcGk%u6e*sEfn6vUx#ljzyc6 z7id#CH8grb_LOBCRRx7FXCLc*AnQy&Tr8P#H3RDn(HssGH|ZT#uMT1e0%!~@>N`$* z%Tv6DF3NpbJh1KepmZuqTfI8VnQKJ5ILZzudg4UM_nZ5?V(0G5q#yO8^UYpefXQB9 zOHiB2z=7$hKy_bQ#LJaQS{Fq5K z7Z-gel|`3D$#(eeIJCG1RGa&{M)TJMF8N`QaAz(4@MSZGa4kv3vhx7LiZf2pr3JY- z#Q!EjF0aJ++vMycBM>)^�Dvo|%}<=rL_;bp0AgU22Xn=}dQO?u3;rY8(Z7Ey{m! ztD3d%athy6^=8ZDy-3_XnWk8nEtC!g9uhur)zlC}|)2+J-Mv5s}HfMuSP1k2N> z#-qW-OPQ{#OppXLzOP&sAEs{iT191Awlx1J9J5$)<57;o^VwlZvFS2L3WSIUy-vV* zEP}{)rRhtlgNBL{qJge@BCE-i&g_gG28jLALf$o9%FO4zOUQwYOFcl2;t> zzr;TAIoGiqr#YadhUND_fPSXFkpG}JNyI=gO78kYc0XT&a=<7r z53+@CC%oeIp)c){N#Hp~Q+W1(Uf`X%=;_dfB91C2^v_pI;z2`C6NP@(PeH!t35qFX zw=>25ZTT~}eF`wmB5keO5;9BaexPPh{k*(&`|W?{3$$81_(drP9d!5`h&SW-UU?_0 z-ESmX^SGBGwqW;fVtU1}GH1~4DxrLNBH%1)T@`}?#qTUqhRgE+NM46 zjTh|q5M8cjbU~5;bSRkB;2Trtj}u84FC#S`Am!YcPSS3f(0cTHzL1SGVta@Xba_AH>FOMok?{#6OoFBU-i}}hkvJS7HQ2V* zRN?Lg23VFRC?%Q$6W(8JILz+VGzBhECO?6jri2KVR*LHM@DM(~ofmA3hi`<&+E!@v zGfTr{W$x(5^lUrse^M8BE`O5sSWD5{JCOq*Tb;~osfU{02)nD_y*-(z?^Gm^gXTNFZ-ha}|Wb zL&{Mv47Jmls+fRe4>LLuAoBC?E0KBA0TJdBTCz=pDyXkCDABr#8{nLATTWQl2F&p^ zr>IV;us*_cYpL)1;yu8nnMBP$QjC}PGp(tjF5OY}9%fHAYBUgdp7VAyjTCFyxAk1O zP*OnM>^(P9wWi$x`?!0lfC+9;MK3;1Qj~oAqq|!Rw0-LQnEy5n!%ANd;uCn)=v<#o zK90oR7lTmodl>Ion(@!Jl>zEjLHghN#v8G9mDq2-F8JPL+r-TGMzKWORq{N?Ln+|| zh}=K?l*lS+N>8I3{RZbhxGn> zPn5wsz`LXZ`oA~62ciF34F*LvE{H*Xj32`#nb*~b?pUd6&Dqf$fSt1Xfvtj$PHmz{ zK!?`5kpQ%5?hpuLmoSDbq)`0Vn!+1@81>zM9r27hr%92HV9GKoq*Jv-5CK0)5>&pb$m zFQBuaf@uC-ObUQ)2{q?7dP7t+gLy_`Rd_H8K@p#lv4oHLgnb7ZS1Y%i%LBUfYr%fV z-W-MW0;!9rXo})Wy^GO>w3=RugFgC*JI&!k=zNtIuOhg(g*ANfR3e#&i0C;uzP=@( zgao~IPgZecLgJI_rn9Bu;98nXc&6o57)>3{d$BVtAd&QV+^f#;0Rmr3$dEbVwoQu$>;dygPI!U}H zsV2f%f8zUinO~H4NlUxkjrdki2Dm%!_&R^BB{CJF*3!k+cS)ayJI2s(rttkumj)U{ zHm6qc$4>IOJ)OYilbokpd!tN`RbFb`#M{oz6C-K)pdebpLMV6fRoZ z=}VVxRZ!XZE@yCE_tTQ;Btu3yIE`XOijYhV!vPk8ICP7Le_r~ z{ItaNG+Ech$fM1Gkgd0D$ZZ|8ir??R77T*u*%nh3!E3T%ir!c_yo?-_;>Pb!&NtAG)x;2=h?w96fMS@<)w}gQ01*5A-3Y zl3J5++LKQu|7rJfL5Ke1Bj{Qj_zh2l%Ze^zu~v6%O|LvEE1f?w65e9sn^`?qo#2f$ zz~TUgkA&&KlSqVoeE@d8ql%>#RY%Z}Cg&VPYerX??@_7dTr?*<7QJe^q>_{m#UI^g z?&sOR#ZPsdm+%4YT#O;894!ZoF}{N%bze262~@N5t8@j(X<}ozFNzOCg{fAz&~^!` z>G=c(7$2@Pnvgw5qB3=k+p}oA7#GWN+=+H0A#VNTrs8);4+NnsAqWxQuWt{|mF;x| zvR+(I*fk6C%wYN?mm>HCZntW<$unu!@6J6V&J54&^pLyZ9RE2{7PHpt(zzp0tE~#p zB8v(>`4RfY_p+4{t2LX3iLA>tgSrX%SC@s|+u*>KwUx3GuLyphXV876VRHX0p14-_ ztLcWi<(SIGQbdzCwp+5P3J7)UE-W9{t~nfTQN%YNICv^|ei8z+g<{`EmD`H27PCj8 zf`!fS(Edj53`FrbcXXKR`7N#p#Kk!YUWr3P4UYVDJr9~J2_<<`U)R5zQ!x%`e)-hO zQ_6vUV6~#}PbybZMX`&Ve;T1$eZnN=eMt!@f=$g|M^=UwQ^r?O7xZC(3c7+nr76(J z$=0^zT3db8y!i^B=^UAfJs6OQ-4ayX3qC6ll_kxrtw($CVm>~BN4Dzs`T6I#y>xDa zi#2#Qav3xj1B}P<`wir^z~!`RIn{o!(5rmS+9+9$pFR)a_sRCmp7R(WAl$>LU+py! zuR8)qRpR5^CvnQf4@yj~Ty*EeqC%vp@e)wl`AC8F1jsff1mY3&gh|*S%yQS|io$Q4g-_ z(aO33!rQZWNbU;0J)|tX79iux{?%oKIq%~xqj0I-JuH1%)d2Ww(F9`d)B4P&!mk?M z{<7T5K&;bz1`y%C#wsXFrI;)=AqO*HU3y6EC=7Vs5E%UJs_z2${#|mwZ)o(4J$sJ0 zrE||e1Gkr%)?B%kOz0!DP+A?f=xa?l0ed8Ua2X4VFjEs6lVLE4)%Z(hgAJ})yD zG%@5L33VGDd8%G)y~7;z0ULKM7ip*B9DJ>UY2pZ>Y47p~UUC|uZDffk^GHBTCT`d7 zsatKrgn!x(&|n20Ulk6B&#-~#&fx_ub;5ea_4^#wc@f2VZDh zsZ-nDo6*A$yqs6H{(MDQO4WQk;a;K;6NZ1U&L&)JOSLs8T@9h_&dG|I5CN%XzEV_; zZmVs-RPpI<1AAdIH9<{Lfk?D{2^OAJ|1&S zdO}Zl3e=HNIFOdsUh5|4kTl)xxzUjx{XGOLhdHi9uK2^IpaW`AFpV}Rd2J;!`e&k* zC+3c4o*>=&MTFS@|Nz>8)^R~t2}`A@2W56%6Z?da%29M&W`_oHhf#?>jvy_>rc z{c1A6#lxX9>I3Ct@(2+bi%BajYAz?rA1sqUmn3Qc8A-Ie1$%4poZ|Zp!3$|;In0Pk zpAHX?leZ!jBaWu4MDW!GG<@miLdNMUDzZS!r0%N9rm^-!RmT(m6q#H=FAw800X|YA z=<*jsa~@AB8Qq2Gj4l(g7U?TiVTPnNzR68TOgILSv@D$&y0YpAW*{nrbY(}AlWJ+| zfXg?_-RWEvN#Gl$_S5O*ZzSX-F_pv1_rV!wb*iWE=Qsx}-FD)07~ti`?V7{Fer7O~ z5`PRi$Sa}kt(w<(LP?Zwr|CE$Dj5-og8K3a8DZKoLsT3`Zy@F0;`pi>C;gd^b7Vxa z)->a^Pcw=TbVIv?uC!{eT}m=WSmU))jT34Zx?m$}%o_B@msTXmWaC<2cKhk=3DqSz z#*b7_n_Z2y#8o62G+u_&>us!A@+9JvP9rj>X&L^ReZ)FDKg%@jClyTi^9Vk3c+L93 zL46pCWeb>E=l7#(dJFTKY9lSR`#v;6;Oc}QY!b?5rjFBa$V@uhoZjrT$B*?e zp>Rz*=ncjM{;j1+fpJTZQh4Xviw;n6v+tUJ#dEj?zm=}r{1#aUM{NM53 zeaAOUh)LzASy?nDky?)0rGOX#92$+#@d5J_b+F?W&OICl2Q?6eRoJ2=D|C(Hthjg% zV`VzX2UEt^OVj#6Mse*kpCUOztiRV}-3k)WPr}-Jn0$H0LgPUlehG@5#24p*G?_iP z&Uctyn1zp~S^pX(dTpM>Ejr7ZCd6p^~*G zGP3{P_Exx}Euk96qd|u*h!qSXmy~^OCuW_);Y>2Z-OFx@4K7a5s`2hcI@MHYl--F9 z8NWs$M33zixQ4!(uAN1EvWm=HK)#Vfu2?p;l`VktSS3prWwH-$_S-o4HGg#z7FgxK zoQj4L1<{WM*UPh{rH_Tk_iEVTybZc*8UX9-xcAPpasMVR;mUv&7*?Mu$NL+p`f@JT z4sVf36oz1pchg27d=Y{hVfRZ@>Qs5O`YC zt`-1na`eC}y`m4&15yB|&IzVUL!mHXH^$Smm>CKT{HV}zu(0uW^$~_63Z*?F^KD`X zbun73@Y{jG-O|gY#YNYBo8g$L1$FFfAH|61F=}})nPVA zMlN|tsR3*!)}_8B53jdrsaMQmf_qe%mjiBwLRCFOML*@ z2w>FRxP6B1CWvUyCG+Uj{hek;UZ2;V6MM`~X%L~s5tyD21rsFj`YzG&VT}jw|kB44p7e3F;2U%r$t49G=h0zNrbh&+W@;7CSHm4A(ca=`?WBK25d}I?JWyxV+JRZ zFjQ3Vy#3W=GFoxc0b*Iag|OlqaBk3jY>P63DNAZlohAAz0PLgtBi`qfswr!Z1f$E2 z@@?R!=eTxB6s56NO74ublFchUzr1HA7(T9{GBL7@4Q>Kc8_GPlP2_#@Su+N!lN@iC z=rlTvKUlU|o}EH{JZEZ(I+FrI=CvNWt7zd$A|Dmq`lkt|NV4L?MSN{u7I)B z1WX1VHoI<57GUnwxA;QE>dlR%whF(f4~LR)gh|>})sDbfJnQ)uZ-9slk)|j3mAobHiGdQu}sa5oeK(p;%N9=&Q*P>a%FqOYb?V11MMJO5mx4qpl!A z8{{mFZ6@j`arG3#v8@#sb!l59zD6aU(lm&Qh9p6su)+2F6`kiW5L#+26Xqa|v5oev zrC(!c?vy)WdMGsa=kkZez?H_C_*`=}X4xHWhlyw6x-cqTEZygmGVmkfP85S3%pfIZ z&@A0I?kBaDn_m7J*31j8rwISr$oibb1eEb7XBiZdfOB-fD(6Qo#5^OA`*&^7H*K1mDeQM7*c6T@iv~WJga)( zT#}iF2;Ao2vk=$al%r|+)kgv-UzI5@AQKOWtcg0t_4PlUdHKQ(x|bVF73tOW^0S)qgPLiPA$dKg?#!CFeqy0z> zD9#YN4mhgaPiS&%C9Y6B7;;F&Y9`v$d#qy5n9{+K1W z?*3a=>~j-pzCAge%w)oq9+?;v2k7{o^4vaL`Fk^$)_@zWhsVm2u?ykC)dtim+nFM* zNGuLgrZ=X{KQ5P6PTgwKRB9xv95-Sj7m~lu-(jf8qT6|VLdFb6=WjQ0`ncKK6qR;o zccLiaqjk=i{%FW+ubk8+%3a-#J7&l((M6o%avl zLH{l|NO77_{+Bcu6eZQ1a0uQzakAhJ6(qL^5u3 zpNB3MTg(7(Jvu00UN5}Yrxe+cLIgiAolcT)D}r=ql%n0Z{iaf zpWTwvgrb|*pjNIj*P4>!tLgiAGB%Vu zWt_MG2xuRBO>|l>pKh9vcb0{@Z<1DbYx0gI6Refny>et465^rR8YU4@NkFIE**T8l z%-IKylD{rsZ5zf2e9gr5gYIx`Z4VNZSsm|XFn!QFPulu{@U}cF2+4yduR8lOQ7ZWXa0n)ymB2KPIc3KZd392LinrYw2(GBq2^4H@ zp}$QVFYnY;d*tcxRZsMAq|IwqlqCy2BRc5EqZiNZK*~{6nuj8ST%rwOe8plSVk-$o z>;j6Rqg8SD%7Q!C*W!N_k|zHoI)Z73-5kX$fCi+<{MaYA6n@SJ{RF>6MEJnV^(ma} zbg+|6{vzI;GxJG@jRpH^1eIiUBooE-+X-#gd&?m7}3&NpqQc6z%CD z^#4FJ+5|sM(@@X=)qdiv2Ey!g2b-ue^##gnW0G5p>%>zWBnl3%a|tiS{+P||Sm%iV zJNOHx%KLMZpQ~VCazqk${GD+qh##j5?o~zMkfE zWnr-Yn4DQp-_o=uy&S7bL8Ww_Lf1@QgczN2vt4k0Sj`jBfaxuJa~)QKDTq_agVyWD zV6IUIUZFMF|KVedehm9#nPx^pifA>p{a8{-E3VQBCwJQx6%>RGR~vu#W^N}qp@^x1 zbW3sA-wwH2zi@De0bW(9fg)o{7bFVh?$=r1<$KJsfOS?!aAk8`>wgaoDT*mJ>Wekm z=&YZRK-6~f`}f#*Dq}Zm4F!1Z%#%==mRf_q{z{?*gVH;i52Yo%@ph{_wHQ*qFw;El zjp~^>6$ngf%tw_3xIy4gX8%GLBXUyr;j-IsYM1V2W!NX$&BC8o$3I4&;4gFo3n((==G zo#XMQHGKTt)FIcfN@%u|sM9we&A>0UWp25K^d^XPS4BWB12SzC(0PI$9EQm*0_^m# zMsphzQ(ds1%)t#ve789T{h0;D=K@ZqeKzu2B5ABGVwl!WnUu=}sCMB9=~6cGZ6Gko z6=t7;XooXXk_R#OTZwboUOVNILQsDVN%$E%K~e>fR}`hD!&CzN$s0l;h8BqR;be0{o!`clDJIcc%z*<87%p5knc#IOsE;*~adx4WNZwb8x z@MNuzY!ig6Y}j$*;`EUAJBUP~RT7k~s(J<|VOKhI^$dF- zkZ+K_ob{AnqAce>@w`#D=PUdcc30$%Y>I`Y+im!5T;$|hwgC*XZmfNF4r=s0P2OIV zH{oMK&Btb)v_&mtj}FPmzy|$5==s&a_<5fWyxAv6Ac^qoq`0mgKHEI_e2l+yGZNm$foDpI)KXyN}J>Fih)O|>;FnJgzH)ObW zNhk-6sXTyrTfY6?5Upv8Fd@K=54IN>=1PAaaF7&&m(WBhK4r!eH;6lX?tVX zVGZrR{X?Zs5|nXcW2PmnM~~MR;7l$r&q=VmAgt0^?YUHa>!3;Kf#-kVBmh$)EX89v zcTDWpSVdnGk3^ZlbD%AomsUn{aV5~QWZjvD{-nvRyWfWQ??;V~vX$DeC1BPyicCkN zG>VIN6nqY=(>RNy&NxY**XPf2^^T&3x~7%zXq`a+AcefAJqLkC0vTee-QO0NrlMU{ z1gG!rfvv^)q}I6)n|aq&EO{aNqgkE^!h>g7l-fRVd^^a{bP(&lT`Be|oA}e>bE_;@ z_sUj7a`eN@sGJbjzMF=xD=NO|)3R}@phsyH!V$V$O`2>L*mhKC&}{`l1cCAa=Ci}MTpKq#Lv5Q9zp86tk!mx0^XrBJ~H7Bs@b?ZR@M(JbJ?-Xve zD&QG8z7x`Y2;NX!BnXts)~-GlaQsS!tkHQbesgRN(Z!Gnd56nz$_?H!v!4?tSZkM| z7C`1a8U{Jtks?}f6brq2Ym-$eS%NwpUFslNF77rM&ige@cZ>3T@_RC;LW5;!+s5-?lE07 zgTsj5Vr&3sM=RTHdC=BtKvzuzIWyPqmyFSRH|Slj{d&X7RQxa~AmdD5L>_Z}j@HLN zY2p`yMt?D|rMqB0?s7Go3>o|yLqtQisP%ps`dX%hAo|50Z?uz??no(~oD1519jZAi z0N+q8U0{X5eIcJ-_aT*AM-vCCso7Yf^fZfm$woD(9=?%2x&q`g(LyZEgn?lERV@}} zxTU4ycvG>OMxSpz)<^Axd-sy*a-7Bl!53io?w>B$(e3SpcSNa|bm`C5EUaLmO|wWo zMwn=lB-1?;5xz_NqdJF2%dqb1vraxrOrw%KvkV1dDJQ|yM8J@IT&PEyINpu^%PlMQ zhBZ_lB`rYws~c+Lf_{xd5=f9}r{6ssg)-0YdNlJ5eA zl(-fhYNCOGZ<@V#$V_E{8d(}U9M$*N8RMYBcrFB*%lPUNcVG|0DYm$-Dl-V3GXR_g zYP&J?DIvq_YZsOruR8FPCvf8Y;Iy0EoS+}jtdcPV(~(Af33VwFJUUdh8h4B z9&61avVRt6lBWXq%;wfUm{dcZQCsAEJ*it2igAmxWcddxSlGj*ijJKg-yf@;@WMZB z1>A4i^AbwZUhOy3Cv@SFWq`?RW~2>yW+|dGP$VKmlem7K<`%I3>If9z1v(FBG!`g9 zv?!$Hi_{p=Iz`5=r6v{`SLJlXgX_gT!Jl!<4Gm?NK}|?br*mq;_AW$DR7C`aIRR=V|)ROR~(0(u)Q^PiUg+4 zux51DdJ^tzzQX$MaY*v5gkK$JXY~88gDBVHNo1&H?N!nLv+=D!6i+b_jHYp8`{DCx z)5Ql&m|DFWe4g~;OCS#0w@1307^i$zmAKt z@=3PoOv7Gq)E^M52!Jhs_Zr|)DpB;U50)}lV|0UleKg!ogpixGljGbhyI53f64EtH zXr_Wvof>rEEL82zi@`;(_#8-auauG>18b>pae|>|%Sx5@NBK_^q%^=b#QR|sAaf1MBZVZ1efyG+~Q%Tz_j2O1C=+X&(s2{;CfZ2ZcB3H*K_L0 z6HhXw-Eb8)8+Rzp2vy99oxfia+q!I3kaAJBMVL_AU|qVBNXTPFi(*=cO#xq1nR-kV z0MaiZ`43kj#jtChh%sI5$5U?8a>PCZs05?=?Uce=W7D6T0$S)&T))^A_j8R(I=VhN zmH}z_Gnyd1W*hieQj^nUV#yJ7&+vG(FaIVn1`~(?+M-HTdBpA}00Fu*4H6idv&`0P z9N|9GSIZDqPoVe#l@8y*sAS)EonDJ7td1u?p#hduOmw2}X=F}nZ3jd?fN4zM0*PRM z-vqI*%5KE#pyC!KBY1R?Owq67fVVF;Xhqa+11w3m`DPdb0llK_vD%IxD`=pdxaKGz zqphk`hE9rmT>@E!_@nHOdhxBhkIy=bVpyx_N<+9xw(c&93BTyia%~F?0A0RSR`RWA zf{f=P3CJB15>`wwQCHR9-t8P>##%=mw&UM(3^9WXXPXwp_F={x-th>jTi;i@m>LAG z&wT;^$QN%2f@M)HfpeD=XlM!9WL8wph}B=>6KItHRii79qaJPmdYa!*p{@1t ztvm|K9Ylx0s<{iNm0<2X#U);%N5>|^rC&|#Yy`EAKyGG7dN2)fvPbUzbWyFjtmWW5 zUozRgWXJL>+$L%Tg8(KB#1G+rL`+hZO85Mxx>C=rkTY+#AdY3#)dPaW^+vXF1@873 zigP28y6as)2>qv6SGw_1`PZO&ZVQ(9#=RlPXC?pP8frflgKRJ8$G({+Cy8CWf3IQO z))jg>qDkTt0;W4q-Mk(sjHXHqr8XxYX^t=h9dl47*lxsynFces>I1S5 zi%ptezM|^uN234A{4*DGQYi5pXkz-B8KDHTgxnnsbQM7B=oGLkKe#{7Ehe8k@r6$CN z=n9@bEPJI+Gnp)sh%R_m@=SJ}0Bh97&P^J!Rb_5-D#9m%@~HDY`%1hAR-Mb`;V(}B zO>jGcFTruEP;!9g|LY;IhOZHs*2oytehRhSE=Us-aOYIBW3Q>+hxuG zOi@0qsekFsBDWpaOEu_%*no3>*K)o1Dt7Qt@X3-Z*eS=&2B?aO{kOPkMYA;$4o z2`Ag)Sx$K6@`QWOTtjFAL(nMLP~}(ONhYpwLf7f($(Gn>|#B zHXd#Q*$Fol-RC(vBBV@B=IvXkJC{viOFKP@y#l*AKiA5^F`eyfA-+LEUV68{0t;EUX7)I2UB5?(tEQ2$13_c<9BZ! zzYzCiB+Xo*oqBK!%Txw$x>=ybMr1AcHus?LYdPo(IU;W`EdxDDbhzL;nZ~OFW5flz z0KBpgmQPo$6clflGS#;t!lVzu5h<6a&|!$Z#&vpNc=VFBU5VtsFghBY<&CB(?7orc zr)bm3q)dt4(tx`~+0U6ct|sQQRtD3iFyzHLzOy;7ph4G<6YoCWr@*p7_*o@RVoXg? zlw!JQ6vaz(qqKfkWQyrkYmg&4!q`+nYe4Biy5&3ucsB+o)QS=2&3fD-OI|Tomi1AC zE~kymkGi;$3<`Sh&{BADkuphQ>t|cx zydFFPIA@sCMsQ*1l@2GCrWpPU z5_{snC?h$juyc=XY~Ie#WQrSnbE!v{rnPRFw$cwj+yFGgQl+G4QJ$)8lc0Cq%%uT^ ztq@ne=mvaIoFCeY&MqOA%M@3u^ak8(q%}`St7UsQ&s1)llsRz|GiKU^Y%J3n*p%_K z`#!(xYrbk!fs~)4s>r~3lVV7pbNUmk;xJxf@vl$*q{dlzYc^#v9Y|WtR4sL8x9Exc z1_H_Dm>YmuFNFz1*YBG#Vn7Zx#b3I6pNcJ1>&dIIeB?%y0zq#l&GSi$Ux$Hf(8-6I zcs(uZ3dXG!wgQ3w-i(kCHXyE$Z#W1~qR|brl}IZv!~@_|F{=H~cw?95lN}AG|CB}Q z1zIQc_#FJ{n7^q5lRFgIK%-%DGn^3i7SNz4Muzbad5(GdSRK$U_qr~QaN&ngk2dte z@hZN&=EFrYICxcW3w|~(ln7r|*(DVaM#Ugf(6hzoic@iU;Iio!3P9$0XWF;SGBT{w zdgf&luhlbY9GT&*kXc&rp$qdh5arliXaO>hSaJmnJySMN0Eno?MxqVapq=o-?a!(oC%OEe1B0l_ zb^s<`9F(%iXyN)Von&Hp?UMyMj>~OP(wm+v34D*V-WYis*n;537d!`4cuJ{}!>Q`I za@67aHGkEnSpg`fR>Ra?TX~AqXEO60^J~bzaKPCVj-3Vvv_P~wCx_ zBBN38quMHO*O$wH>o^%!2SUG+K5?W?1VO14LK5du@%TL~Q)p=Ykz4h7TIQcId}a&$ z5J$_XDA*^^N#DE`MA&zkEhsH)xf&?E<#%cZoYt>_XOG0@L$N0mZ4Wh^Xy7W- zQU08$WaW)F{5UFP@&y^^4lC%_?nqtfG`m5y_j}7VS(QZ)ilnt?BT2j<;um%70c-9m-xPZOq^4{3N|dH^G+1*$>)>#qG4Wd29|y$l)pSt8{)sjOb#1$#j|Kh!p)`QLkHzDvzCo zaK!MUvnVkK@^OOJT+Dk_*|iraibWz3HN5Bwk_p)OByaO^Ou*6wzXy%FxYc zeLD2Qn!vVw=k2v7<&GvQ;z=GAm_~e@NSJ<6Y0uT#dBrM2_n*Hz^v0rEk@~4iKWx@B z>yIF}Ff_Vz+U)F|9A4BbueK*JQAv($4R6Rp!;06$TFw;1Nbhx z>=IrS1eZB#AcNGd1pTDVHO@yS(4PP$th#R^`IDw0ss0eyvs!${wAwkN)w1j zuC~^VnwMmu#c(xfM^Ja)BGHRX5k!0ZdY^~*m8Hvfk_`>@*Y~q7nm(Tpc(eXB!Ri^` z+X5!7REEftD{L*1_dz@6Yn|l;y-8DL7uHnBzPtYF9 zmlQhQW1t|r`~@(dZry+DP1=5bH}ZbDAAdX`S>8GntEgb;cTU7e1TNw* zjv_APMVO?fmd%>v{aVb^8@Er=151q$5o5absSnPUY<0hWDfyfWAlb<5TAdoN;Wq@j zewhUmMq02p@=%Dqjrc9Ai-?D(Fyw@?NgdC@fK$KHjI?Kcf1%`gi{W zI0l|7{Yr76~`NiZ^?u{vIkwu!z$GRBEXdB;vVeDZ5o`?zmZG0J@9PBQMF*R z9-SkI*Esywyr4G!0!La;c!&Xc2KB*QL6$EB_P>8o8ivgng^Vaq_}QZ6eA_td6m{uZ z7^3SFe?|r#Kj&L!Jy*J~#4h z$n+V4AJ81@>RW31J`xGV%Hw!-!{A=_D(-c$jAnvoE6{X$K{8K71?x+^-eOF;SPh z^F#qimE~Ik?Ifk*V+=)9$?X46ZO^}H0D^I+w+VKEJ}8jv)&|~7B4q!|tEgx@fI-4P zJ`tA{F4&0rx0(!Y9ksD^viikN`s#A&D6thmX;&_Lv{C#*qu%N6aBq@?r<2~=eWrAE z?O7qC0IngAiG`n(2Acm9HOJJ`5>-RxUNcN_Fo>0)`gg3~L_(#Hv4k35gAGzmyKJGF z+?qfkzlUN^Ew6p;WHzwjv~@TXWK`P)ts9W5sd7F&2# zH`J)YsZw|=BBTu4nOYf_U8tJ*l&lrhY@ZQq{5a9XMOxpA{zX`Rm7XbL^}-=)QZLWx zFh~3A{lrovjAe0SJB-J0H(lSA?oEvgMy{l*l&An8^L@XqwsBN}W~*oW#$xaJ+#Z?p zUlJ1ni8_76zv%b*=ls|%U+_TRU0an!@+L{D(66H{;hxo6!~0nl4D!y2BaRS6^$&F6cjVp8~fDc^(oYZa`D84snDE%ZK9 zZ<=%^7y#vX`UR7!CSo`Gt+HpWgFNbnsJ>AD02}Y)gZ8j&y_qys%u2G|+=ip?_y$AJ zCm!kE5wysIq1jEe>KeY9ad~A;zm9%cG83bUUu5h4ppf|A%g`~2h5zfL4m40K>M}yh zj>ix3LLmXT8w@sR;AA2pTzVZjB#ZIaco179lzx@im|{^3Fn#No*7pbhx zDPmoI)q2&SI)m{2LxDF=KWlA&_!U_s@Vvc1t@iVoangO1uWx_CUl8bOvd)=}RQC_@ z;X@=$%QZc`_v#?%TmS_qWdC{w(Qg_V1pkEhN$0y##IV=*rbtyq@-5cWh6$_JMj7@x zmLbLGV5>NBp>joSRW78x=V$IEFIAj5MlrB|60WHD4VE;L3(1x0`^JS7KPq)2g&NxQ z4a=(U&oq^F!Ebbyn-kDt;o0<9;{u-Jecln{!fcC>o$7Ky+XrPiMZM*-orY@>4}^Ff zj#t{FR}+2^5?__ta?q-*>HEy>I{dywE15Y!l-_ddlrhja+v?7i_`$wHF)sG~6um3) zP;0qf^q}jtjm$AgU?!)eeGsCZsxG6!7Q%t7poTnaKNxTwO$iqdyFwgUEc2>fgfSe)vy3T`k$JLL#veu4 z5T0qEZV(v|+7J`>rhR6u7q}4DN=K`hdW%#2Iej@r_BS$J>4{k7eINZQHRi-!I|E3xrl~ae@99fD#^;iVubfviCO&PJ%Ls2)jaMyUSi({)d4%QIu)-n#{A{RX zXFYI?44USg!q>uTIDIMvHVxb!OihQ4XgnsGUvCJu8IR|}=L)e;==v%c0I$^X54gVVI&ih+27t(wY)2_3_+6|M;t)q*m zC3R)+U{I4T!DgRubNM;$u)*OUw<-4nFKF4iG>7!@4p5h$MK>~>jW}>;C+nY`% zhC}))GO{;a4~FKqlA1F~X^x-yQK3U_t!_YV6iS=|Y{(rF$JC{@2K4a~ zA*7y7(9~G>obR~KSRBC5V{;1MWM5HYHqc7Gk^FEwT#Up#bais(UJw%s9_Z3-46kpX zdPwB0PMFa(W+M+hO)HT0iff2-H0)`=C}{`GSfsc%^iR-CF=1*YVu8@nk=qi`uK2W8 zl`q=HpBII`7cffHn;^oZ5C_9v>A$thDfULylAIfmM@~{T0AZ}G&|$Ao?d>J*V^|tr z=(H|~9k7KzBu8;{;AqI&$@&klV-WOKmKnijC&^v7=jVe^@!zg**%dsYQrrpU(56LU z+ywf4KII_==S@wI&4zH?XXQf81Cr~ungir`ZC+(KOOT-1F~Wi0d$Iwxt($buVzrNw zZqj7#P?7q24V+auheyIR*1IG@ zK6T-aM%|u;qXCPFV!2y{(^{(A#Zv^ksS$h-Xz`M@{Nhl z%c}5qSAS56=3(fJi6JSP>$|(m@MHJh*)0U7I43N8yCBpn&&~Q-v&9mr^r=W+yAAly z1emcq2UHhOz6EE=KIzLOXN_VBChz1Q@Zp$PNXtwFE;c*veA*yhud}4{HRM5vQmb2Q zk0&)PF0i{$fp8#2=B$v9b^XBZWmRp(eh!17uD4P`KP%fzM>WjcEPC!FR2M^09#s-2 zP7|Kx?hMqSPf9e;*VUUxSXIns4e!=8s)L7@#tec62_$0ZT+#5FCQ=pPzKxoGWXhnp zW&O7_;r^PpQ@d{C`p&IX(D!ji1+{3RkrX5Az5~t<0NiRJWQs~HGUV>-0qfbje;;-S z`CP_dolT?g)$GSIRSWu?3wQr!v-Nn~thc&L>yYnArP%rjtIl`RSwY5Wm(RyfPx#GN z$UuZsU`Z6mMrr#JFkA1rxjs@-ospBgZ?ZyLw7J+|KC?5eLoiGWVrg;nz%Vi-mL|$0 zs2Vh+^UBhvBW}@#VaQ6*sSxP7N)*-`pZ>Pqf1I#|H^ndWt`Tcfl+I>67r3L_KH(g* zGpy7UVCDU}^o-(Uc?Z=RqOWqK@D|YAXZa6%*_E|@xSm7wYxr>&R`OOI0Q0hv_dq9} zxdTBR%K$bk8d7>1^osD+ii8>@$*W#fVhRw{lckLfQRA_$o04cqS-aJzpm+!5Dewjl|v5iY4#t49oA9o4+Kh=&tHqxlx2dGmDfS#&n`}pHfLBNxySbd-r#* z8Xp7TJ~*sDud3j4ir0P%3P&QpQ5$1%aRpgTj|-G7D(CxK;5;~dj6Qner3AtkrO>AM zVeWvbme%z;tM~xH;10)^8Iu$@jK0y|no!uv!7;fr%`euVcbJzg^Wqi|Ou9`!kR0fk zlrL)I7ORn(erJ~6fB6sGmHOZF1N?j9sat75C?oHe?U}IY=IM@VApHH3ySgO#6P&Oz zBXfQfKn}an?=f@7?z_6%xcgu*D?pO=1>mZI8zuUl7t9iH+Pcuc+~bckd+W%Jtyu(x z2m4OrB+^&6Ml(zOY)3KJo8i_xbl#NnA%RACRC1OE|4>avWE0(>BYOYPn62JALGBH zgif$2!wGNf_^&Kw@MwIb4E&c|&}m%(>~y>V=f|^)bC)LU!5DYz>xKm(D14NxSAg2N z1pqtMVr&-*XcwSNs{SM&c%a-DeQt^lU#{5N&is+S-5M>7JRax9O254#d6!${VxG2%h+v&xtaSJvI~?QNBau8$6urtNxnmD-2J-r- zkf-o4pgzZ&4dCb?l3V6#KB{ZV+HW$`WEN5bY2C!zqwHGv!GaRa`Z=J(OPF-#XjEg| z{kmYE-I7DmrmF*lrN*0<(O{HM_aU6mWcBxcR%vwtJ_9egthI?}`+_|afm#I}bpAxd zE2JC#`5Hy3TFrA(^BkrH%(v!AxfCku<~0n68rbnXjhKnTQj|wqQcA=d$$?+P zpfUL^TOM0qEW?D6570C_jP?3A{hR)oT!W?@@rbBiO4tFGM{;7N_TV;URNMM3gLKrtEU8LL1J$(lsa`iF*!kr%!JM)xdDN# zDsiMt@R;*^cUmAGX9jrNTdvPD*Kh%VQY29@w6|L%n5zc#8%{r9hJ2H3cF(;(0I;#~ zcnrSusxJZic#LjnlmkUASLJL{wU9fNG{>zfhZa{GG3rj!mmiRJdgRd)RBa3WV(q(jOi=d zZOVWeuum#3x96LRf9`p0+8sa-DVP~0NTnXyy{o|~eCDy$AWDp;0w~~%_kknfh$?Y) zj;o-%bsU=r{TW8mh4zQj|5=W@=No*~Yo!|+UT&Aq%I~f5XNa|@=0Jg~hI&-1XJ_v( zHaW$|&Kghj0rEIt->u1i!GYL?#*6Xo!LKt&l6Kx{0jWs)HrRafEi*`&S&!??lEa@1 zcR^Xw1>-(D+FP=4kzxefvJ_q{5IhTo-eW8@t2_DWCYf_5LKLqn0u zg)EbQLmzWP!2`Di)%b|vt2thTpX5aqlb3WoXeW!&tm*woJ?KA+*0i$IZ%&wSh(c&Me!69nof~fJc<9P{UNfR3F=?a;$DOtb9D)|9`r(>AlSIlaVz;<)u za^7P}J;NL&CJ(r<8#-hMA-9GbGZ~g8&ZLmNlSZwat8KYf*U=|1CN^vuHvOZNbs?P% z$oF3>PAm!Sb2(2B2MUQ%g}Yn}pcmH*X|B{x1b5<* zO-a+VgpSd>Zw~po+r+pkS0I{>$ILr)&hm*JL-U3!6>%d7#lGJPo<1~HhkhbXJNkZ=s-TG355UKt6Y|@RgmlC6hlD#| zR_xx-wdfhZ0XZA&A-^AnWA+MCXVE)`KuAgE?G+)LN66EAjPpWN4 zZvzXx@toPcI+p|_ApUfp7)AN6t;SDa@;X%; zB)AOKVWgkP0qHn%TFnRUi-bj&5Edh>P0qz{)eDxH$EQ$2@+wD})F@C(V&}vyTXZbP zFnhTc_KI^B8&L3Y!ULi2Mh`NBHMP8`Ejqd=BoL6mS zCS)@8MUL4$!^#T80aUa!+{tT~HFXbWtfm>n(>KKvpc zY>_dk`qjs#09Ei#Wu7ba-zZZ5t{-64Q&{wugZ0z49V3oV1c#-CJ!$>9rWm1UlyC9S zFWZT$VF97GT)&bJgTw7Zhk@b7Ulc6cPb_MPpv;>>bEg(n`#2#$$N)oc9w=`v6s+Tg({0HdTqm+~Y*JZGp~$CJpu@+5Rx880 z7u_1Fjx4fxY)VWI>C1r-ZBC^5bif*wS5Al`6eAZAKkbdD8~}LDs8Sc^KU0*kKG7OP zjp0T~l0w)vTCMMb-gW?@muhN+(P|HDRpllO$9ulapO?XLi#BU-`+^9`B#4u8f8-MZ zSuVJL$#LAJ;XC&R@_wN=G;m zZuQUTT1pqvRAuUmo3^Dcm9l`aGGzz+~Pm|}xLpnK~PY@B{U&q+8DdnI_2fy@*oVym0h?BHA#9V;hI ztnH$p7J7IFq7^iyLE%C8gQB6@z^W8F>&W{X?clG?rpY!M34>}ak`faRreAvZN3fe} zkn>p+#)Y+rq*E2~n?Iimvl{R$-Pl4Jr5Vvh0}jbsfMVlUVj!#MecN5vM>ORZPI@>` z5Ca=M*>y`N4->Ovn(IcKjA0I4D+RvuKAv&!psrR>g?7<;d)>ILpoH6OyP5Itry1*7 zwpWK9zJDaf{8_SMd-T&e?9jAp6;{)h98~4rcF7zxBBUXJs1H|g{==w1Pv`ieEcGa~ z*S27bDR*8vk9`JH#1u`;3P#_i&|)h5%9m@bTs5WIWBg_-9pOATYa3LowtLu@d3}hz4sQl4-(>bgB{21(0%dEJ4NG%8&YT6b28?%ft_bu*Q58nM}jKGb%$td2s4)odU>uYO@XMAxU3Aem*{sI!rz zaV*=evqR9>QDrS<`N~ld0kH&3J0Nk&1=5jGF79>;Ax+OW(O5I(KxT~HI?{y_m?9K2 z!bLHoFFN0h^8$HJ$g=UNi=2YXMT!0&^rI%~lO}X5sGuAZxKZ(o%>alv80QPOJ$qLZ zxBax80lcpsC$Nz+O`g6;?V+KKl%aUqvpNclF@KxBvXi4DdNh&pyzsLlbgBujRW*Nd z$QV@df2vH`;(5wJZHjvL!}8>=`rnmFTuv^tp_3PRk0OPjK@*x$r`@CbArv(qjsTi4 zF<$F1nVNMxOlr*Do;tHMvQagyb#zR2t6N{qyI-de0pxWG+djMF()d)^!y?=!{*CV$&qs3`%{ zrI)|~T6?|pUZCA5p#+^CKav#xmV$?02o@Pm6~y6D?l$WV6_ZC{%=tuz5lrv~3D0sv z@wlMIlptdbJ3W!Zjmq)m0xR=Wxj;HjJtxNMFqvNMv(}5!Jl3 zI!S#3_4j0itlB1S% z2q@}aNZwqDxb2rN$^~E+ABvCaAy)n z4QXyg&b`m*LGpaL#d0GVga;~Xu5yK9$S#@Ok>(Ma5erTAuZgm!(IS!woM8ZLSPyF4 z*og&WVZCMR`34R;G~3(3+3qtm~)?Da&TI$ zF`iD9)xDHcKHVGMeR)4f92pi}Uu$lF#O2?}F!(4pq+I5Y^+T|>gm1%;yQXEyy0@^L zzt%#|GWfe$aDSxA)|i`k4Sks$4!icDytG?tAKUqPuY^B52SGZwbqy-GH)u3?(%ER) z3Nt4ZW=3+)HA7&zI}u{sj1|M%6IDt5G3gj=yd1Jgm2BJAG7+v8??tqA1R@bHs;AL7 z^dxx$a)q4o{ih%~jG-R+%N2IA+{E9Lw+N8Ygc|=^yQ_*09Q&Dz-?SGJ4M0ef(mZ0E z+5UzCkq*#z$=ob{{aLZVFR@plD&a?S(JZ1RzwIz>zI*+}WE3ccv+aGsTFwjk5$^5k#l&o1hIn=^rLY z{z*&py`1>1s+z2e&8i&4=P|s1-yimu5dsmJ3m9wzyi|FP=#NI9Y(F63sZGFs*)dP^ z*h4NjL$kAr6e7|$hmFO^Ba%Pu5B?L&ce=95rs_=o1?Xk|;TNyHHmQqmTpGA*)zVt| zO>59(;QMwoTGu%`*t@L7$9GZaR-TVXCz#L#dbUhrR~1P4lNMC_kDjcMq#<+|hwBtx zN^EZ4M@q!h=H-z(ld%Oi*^^J30xkMcVMs%2{p?_O2do9XRDFZk3_9hoE`F$8%!8^+ zt^rcsk{P|7#L#B1nQG~1Fv5K!EBJfC#B+;pu}K$5Ef}txky6dU_Ld7Nv>twAU$c`E zMn12CfG{m=q6b+1^3LdtV?JSgl}z@*e`oURclO`7%zCCj*23S0@JV4=ZD~BcVUtqN{RsxVEb5TeDzj_iXaj+=8W;);zO;|)at>d;p8Ya?4j+r1=HJf9AyeL zq{)76n8c!q5%g&_AJFuun@56d3yQPKSQiBtxR!&s(ZgEcn(3b4oM3tayAo=I?L^KD z{nbSZL$|mmf{xZEEVaT8*|RA^tqR+$j{SHxDN^+r8VNqxet=X9<#cAw|=Gq&(D&07965|1wl$-7) z4^{=iMo6q5wW^^8mO*^|-9vuRw*(I;Ii?>*l^(8Y@YugdV=d=phZ0M}@?7>2=S$4j zVHJCKmwm{;k#tn6G}DaUoD24Knu(R_(*Q&0Z;$Es^>M9>F6RM@Yi9XQ9j(#)+|vrv zvdOg+fiuS4DwKRf{PWP4&ny zPDD(hdm94=ODS|T^W4a~uw)pr9@LHPm8lib7;E&Iq`*v@K!gO-V`;Q_19kS%& zP4-jgBfE5SL|TdzZ}p%0KNq{w%kR;X$fR`qwhYy8%mk!Yq0MZryBX_?N0pJ<77fZ$ zF`Adn3N{KH{Ji zg|)Tp9XtyKkJ)<6&|ZvY&lYVnyyBx}5lfPGo;GGc?#HMe`gv8Q4Gcok4ekH1f#e(ntS0OJX{8cOM?X$C1Ynlk?ve)#jpE719yI;@w8TrWHT`J0EOP(2gJF{gbS9S*Ile%GSE_HA|(*gG6<`K7() z(j42VC6hleMmF7IMg`GYmG(wHV5(T@JK+EYJ^9xM33Xdew1E1 zeq14xlc96oh)3?n(-JJeqD^4hFC7Z{eLKOk1h-Frz+>JQZkodVz!jKYFl>1|_|#_yg)TKZPT%zHrkWV*lHLrtwWZM8Nwvry95+#34TTiNnx9k%qRl^D4!hdlb9c@tJWac*u3YN*V zjk`TrJiaH_W*XDVzy1Tx!AxD>`=UZZW~Zbsd}2^2r2CIwg0i>8=l&{J0@VyT{u9wLMGN&he?#F^+KsS?GPfcROUGhpvV%GH};1Gc%+qG}9*n zNc@B{X}1&r+MHG>IoSKRkZi7p#gi5cFMe}fvyT%%%6=n@sZfN)5z_qxeSY*O0=P<= zVFue13jC4`hj!X>WwijC1GWsjL`U+nr3bTqyfAvwOCouKxK%5i+rH6-z5Ex@0&@^U z3c@B&Yg{TTH4ICh??XpN6Lta9!{ADt0kJLKL4vReRiM$ImS;ln9`}XLXjBw?>)oP| z6c234xTur;0_#=(?pBx7$3I(}rEo~3whMrCA%CX52)$zmY58w7zKi%wb$PT=wc3cr znRZF3B^J!^{Eacgo77ZQ-S&0?-#dB_|Kci5i*fcJ2$^o6aE_72<@59?MDF|tsrcNB z8s?Cf`DRmMSuZWA-(~KQS?ae{ovxYWqCNxrjcJf>*$GK|=M=wMSt$x_@)B_vD)P%{ z3f4%+pMTK~Az0GA=WoeHoYL#smA^in;AWOy*B!2PO9DbZ6s z1s||PbnO?fTf53qnxqerb$ixW!wBxYZ&d8O`ty7&L+IUnF2bt-6s`MO>{2hX$0mrHtQCAiFwmzs4Dd#)}zIV&G<0_Djqni zvsEq2&|f`IKq<{8fp|?Svz5MibE#6Ft>#gt$ zC6VCZ5$qaChl(Ts_OFyqq2_ye08MU(hfz25BhjhcseLX^Q;c>OR<-}8Phi#(@VWJ> z40{SpG2_}@)mkQ|T*Mf|68d|!27sgol0Lg=y5`q~oK^fPpGYoQo(wuk1&MW-GGR57s)g~XM5h29x-b^&J1<2+m~_@k~o<{U{bin7Nc z{yU+db3kTW{mw?a6eHH}fd&vacUk9|tXroVb?=9h)W6oR{1@aTN4Z2F!^(%3EQfYH!@>#>7>Jx5 zJ)(1FqiX4oHZ#uzk5rH3^q}!nerh?g9b~psVir6@#g_uFw^MmC5)#3vjkHkio-;At z*z$&HFNV{N15ao~LYe@9oYlNwYTznt|5}K8bv$gZ!!g*?!!YG0bx+SB1dpuQZX?A0 zTcUQ3KDxG-&Vr@3Bt1-sX-|vyF0DgTM5-#|D%0sE(exB_fNe_9j#h+LZ@*y+oi?DcdRAF zJKolP;gYJ^(q%6=BW>2D+@y&j=rk|}vS?}xqiX_N5x7n9B%%icv3C)aHa9_R+ z8~c}bekT?9*ex!s#R+*0j#$WpFAB2$no=cEuq&pl4J7(VKc{g>lYGx|69)J|I?69o zxy_3gQADS>keq2J@;zR6%2M+(YNsu7{$YX1vD>!h0SZYs zcFt_yg6_e*@$tO@B=Vzx&*JPuTVkUsX6c^XI76e>mD=h>NR6zbeLII(-BO~&;4eup zZ(=EZ#Fe@5rQ#KZgqJzTTJ}^TmprX738JtZLTdo)dn+ilFZ}>mf%gEK;0AdDPJt

    DR|2x^LYCc;{+fx$2pF)D!UE{0s!;-5*~VMbmk%|gKn`0; z<^B`{KU8Qaxj#vga@Fph?YW-FoKBC(aUbYr{osTvH(tx0FM6kqhvY&2P4aR#S)Ev-xI?RJ<9@2Qgi{cFINPNVhn!RXn1?SNN ze8P`_H};w@DD8$jhWpf~ZY?d>&?!tEBz@P)hbtcauH#9)l-Q^6F0;A7I*L z>-lYw&G)PM;KW&E2tGOiMwIJ~l(ScU9Sfn|cXnDqHPAw&Yt$gllGFi*|~@y05nKf`-$ zJM9b!7asB)u+InW=QMW^Pf{fH3|$j?Qg2`UtxrMV*hBZ$c^ZMxc=W{p(r*Die50tv z>L0r4NfoM3@%=NAjhj;h4mlCkcBJ!kjPzYGK&<(veM#658zwe;Y+q0AKFplG0;P@5 zZ29OE<*>N!ESW268ZBvg2Y8e|LK@@BWak$;kT-k!nSCrp-3<*PY=UTGg}R{7=wLil zc7{Im&uROHLpTd;dU}W~HA%*OG9FeuJb1F}E^=Md+2Dyc!J*zb9wF>91Lfb|YY46% zdy!w#8ASd?&bqvlLk?0IR1%shJ>jhDMAsJx=**G~-gDu8Wqv&>KbD=#_g(c^t9qi- zcw|j5JjUzjPriQGUe5NwGPOAq2!gm*6W90xRt!a7Fk<{#dgax`78l~zko8L``(V;A zPf#qq`5i#Ilpi8y>G^`1TLhF%^SD4Fu8tn*G)B8pztBwdB^%nz=CEu_;`c3dj#CUi z32%F#%kcO+$A?nN{#G?i^#c$MyMZA9ML@d0wRTLNFrJZ6CHvJ}R*>{~-7dnA=yaMc z^fPljll5IVoF!dNYL8CJllPcXek_U4XD|an=3S{Fc&8&AQ}y_i0U)blvYr`%%U0IC z9hD*^g}F;&x^I;8_an+rjC6zeCCPjXIgG{#Sr_E*G4D&Uqcd(z%2h@rOC7LFFq)wkyzU*5~pnWPPkUo6U)Js$M2!K9je0K4EO1L36c8P&pn1;Xh zqvJJ4l`E``KY;ENkp_3b`8JtaI+NN8rgrU|$^?a4*uB8P1yOriJ;iH=vQI!{|x}VfqOm?bli3fDj|FKvS90ZIS<9h zvhVwn_5*xI!8-0+@mFg7!p7FIe~*#Ec{fOv3Hy2rpUk3iYm!%>W5}km`D=5GExPDZ z_|&`skrL7to-rCesoaiFio#4|j!@NxeZ%CTNApo;=HSz9f1X&t$AM1zL}rG6ZwD3+ zbZ~NVOU6YO8)x6m>v-ux+aq6=kku8cVw+kzjLXCn`V2|iz3y9_U04f|z|=-E96;2U zp2NnkSqz8{txA-~FF|r&Z`Cv#NM`&0lRSrJr{P zE1RsMh0kxjPeDJI13;dKNLel?kkv{Rg1DZ!cT-+bij87y+@o#!ptmG7M#4P`I4}}$(t6m<9*5d&jSA{{gmrqRIIA5 z@qmswMtCHn+fo`+hGF1WY`6{xuD7u6fFP!p@hao^A-zw^j4wheHc+D@NhCk73}?l~ zo*uAj&5Mu&B?g=DW-wO$D;8r?zd?(EMgQOSkfS<79LRoq2-Ue*IKo{%9E?$&BQ>My zy^6fnR4Gr5+0qCLiVe_^8WDei{0~~WHo4BYUe!~hAQ!VdW-jB?&keR0IP>@R4}HHG z6S+KkY()}p=aKyvlW>A?7uu(t3~AT$L))=QxV#)uJLy1hXq#WJ*D3RC>Q3~36WTyS z208IxV|RgF(Sdaz ze-)tXYS9lF{aotH?N+2LI0&8oqNq3#yQ^(ZCatFIzg#{0JOuhyT3n?C4{c|m6dcsp zr?4m+bvPe5f_K8RG+V0a31(2Hvor=K*{rn*gU9Omb*{c>#gobj=+J(ET~9Pzf>Dn zZ~eosh^XdpdV2T%q8GuHRb8jtH+zRYLS-TE?$`n}U~0!jjOR8!g6B6zC^s;J!IqGP zqmdX>xHYY)3fq7?+`v|9*zAijhUZmmL^gnOs<45f3M7jD%B`LOwR6~MLxs6$+@fs` zZQ4)JH6B^+{@>_>>m5G5d7McWT=b|IDoJJrbi%&M80SPrhy7=TUXeuEuxGJvP2eC~ zRn82NvD;zUZ3`R?X$S+I;l9z4XE98|^We6(Wg)}m%!iVU9^md)UxFM~cp01&Bdvp8 zS;qa+NKcgmH3Im^+Uinnlf(<(3eIQ-Oek1O(&(mTlB3(k|7v*ETjls#0t|NoZ zW-W?%;jY0IY6Wu$^TeefARa3^sMP)qT=eBcE%Kv~+BUHFw-$ilkm7P(T)Oxsfd~)h zm<4>Jz1LNx(e5&kac0zWehODEh_a+0^HjA2jInfwHi>jdWcCW%y{wa!UR`bByhAt# zP_LqORAV9f%3Rr0kFc`a3lc^8#;eFcx;L*cGvFnHaA#H=w6Oku;QBf#@AIkkdt04av!%BcB3>5lZyK1g2q5my-utDi|=QPp6yjV)6_fY zn(xQpX1=9baBua6+YsoH(g|#u)kc=~8ur`7`>>N3F+;U8YyV}VqXDuSGxa=T>&6-H zYf6_m<5)CHE<~0obt<*x03NYB)Lx#rcP|V1Gb&@e*5r!?jj@wNFCvg;gGUfCIc3A( z*z$6{hfBwgQ#f{)wU^=ouvRw7%aPMXUTU7pO#-+m;Ey(f2EG@89h;bVwCD~?-Vtng z1+m_1Q5nn6`Jo(faoL@orjb~U)!AHTrZl?`#J~}^oJEA*Mwu-;K}DX0agv_V~K(%@+wg0ic+)WZ_6mf4vm3HHz3PjA`(RLMrj{7oQSb1dSA>suM_Tw zE^vxXcm@By&Fy`@E|h__8BRF~Rh0<$Y3fV_{t@k2y>Yf2<9({pn}+_)=FpaVaj8s8 zq=mISKi#>#D(}q^f5T4v`p6CMVk1!He}agxnofb0*Klxt^b~J+1=5CAc7z44m4fHP z5d;!2WNAuQ{X-4CuwkVb}@uv;RZRaMdrUa_tKaWjJRT$O2x@!on!?41QggbhXqv@A33eLRY=2M6OI1L(5ktP zc>Kt#w==_Aa5XZ1B|A)!6z4ADFTf<(E3#};Ck9RpR4~p*XB^w2Pg4fB_aY)5Jg!G2 z(td}woLIG;{Z`#+7NP^}UXt4`t(Hq70LRMf`!&I~XSlU|2d(_B9-##DqeobD&N-MC zSLtsceX59w5adE$PsfObMNQ)!Ic->hmnj?xif_9>O@(+(+AytzT>wKl53527f=; zp@dnG#Y0j%Jf2dgItsuK!k_U5#DTk*A@E;q$sN&^!#0p{q~%f2jowzAIyFu#9|+uU z<m1VDO#I)6jL|Al!Uy!g|CemM!lZ85b-Z;UTV!g1aO6+E!mu2kK6;EX;cU?bb6n+07Z2DZ z=Rzh%`+#a51xi_ZPcY*6kayAkS{9vf@o)&DLJm>NC)T%d4VL(hx;|a^&V!pBV$4yS z#u~iycd<6nLEu6Wie=s?W~~H7wXuI@YP@5$ZK>kBJDmhaTg2ixfg_+f(-73p<6K7b zraUvpd=vH{x!Tg?24b^ql!H0fY$wl}6+lUl;;@7J1IOn+x79^C3I*+52Czf~-5KcL z$)`2evvMf(Kqvw^2|}Xrp}JL;Dt8m6XP)eknPh7TYD(xrAUR_GZt~q^mb>_x$Cwg4j-XR_5E&g>3I{7NH7VqjMqXlGoG7|sG z*ObP4_HRz)N~kp{Xk8lNYJG7&EYj#&3V#Xg? zs$AZe(yOYh9)gE!MOHT{mw5}JE#LLolVNP6^(Y@#_`(7=It>JM_CfGc3JB-%c%OgY z(Gzs)UMhvE9M_p=p zH@yEr?Higo#9*NB%F-}72|hyut7)293xb1GE#GBjsZLsI8&Hg1U*B(cX*%WkgVv{z zY8HB8$G40mf}K9|bAy8|($5*!1L~!6citKvV3AuL2@asMT=KhUfQ94&MPzlTFnq%c z5$xAb#HMqqxLOM4dbf~F%x)s-WFV%p4UZ!mBm!N$WGrlbZL&R{>?n6>y*L&%K(hGjWCuT$0oOnruno^h#Sn<_6r3V5;5O5`m5?hQu_?)VpCQhGxi$D|-57P%R`x28(lOl#By6r%`ari($eP zLi@n(4F1&m6!dEwyI4xb%=3=4>~13X3gwVqE;NLxK4Wk^8;U>eSpgq8< z0D88cg9W#YC`coAzTqpTcG;7#1~I+Z*84vL$SV4J?fcaS)~G2k71g*W*E4P|fUAO7 z6k5ivxu?lyUs@k-cteEq$b^hhV7}#VN0_Z8T|8ZyDsu-5)XHJ=p^vlRYQG>6YP61{ zVI;VS9bcIp1~S&_ng|X6CF=nYAW_N*d&lO?*iF`u`R$q~`<$C^Fr!KAnp|vE&BIJ2 zR3d^8?rLCSXwHhh`Am{(f6upLIVtc|aOongOOix*a>9f`924}5Goe7Z_@&lIXypPw7RZ*pbSP53~xe*cTnI;xK$^# zc$~wrteJ4+zP)2>QY-?T+5f?W@zHt}D^1e{2H92;sKY($D8pw6T1ANg5$^K~)9n!t z2tdgD{nVhXpw}63nx%daJ`17HIwIa&i9elb) z`5nK)hjxi-_!sVc`VZ`1o|2Xd;6U^s<&ncf+3okMOI8qN>#$M_jEBpNT(g?0uzFF^ z<-$eL*#gF6Q0$Y&u8MEmN~52e78_NPrU2%d(lez{1Dkszw5iC*=G|uaQf2S>n|ItX zhw#1t_Oyqc>rV`s$(EF0_p71Iv}cK?*Z0&`aAQp-bTu$tT)-)E^4gScFu@sqe|gay zgwy0K_E@6eCMWf$#o&4`hjd60#m0IxFLHzQ)SvL?35J26 zs+%i2ZJRn!H?`uq#>MRYJqRbm`ZQOZqSJ|V#!&=w+HEU%@^*Xxm6tR)F?hAM_*{!o zA-G`&v&mchbxfkIRRUf~CIBJ}NQ!s#QaJT7IzKE1tkPG>{Na@J{OouYW#F><2r^tV#j(m$uVI+SJI6L4)nDI0&1*@qU2Q?pK3Y3*JhaE9~XwKM|px z9NXl9!!h87d+Y#RbvS=!imVpXs_kh-^x4svAH7?$*-3d+l2|j4zlR{xwA;cZqL#19 z?)DMm{`zrz(A$ddGLnP6>!@I33*^E0*I!NIlR8no=lv&Mdatw=UU7kvDj)8Dh1TV=d60)mq+6`)x$@7*`lsX*+N6KPMT0|jQBp&QV^lESAozi_)-`JbH zr80U1l+o%l_m`ZDZL-b`i}wW|X+A31d%N4A+89f=byTba|Dw+Cmdiv^gHIQeHI~v> zf~onu+x2+RU}Hyxvmi23KFX1OMsIW&EO4#NtlNV137P6Z)1b5o}JA z2zU(HV})eyB25vWd-Q|BuIwc@KjIQcR#KADrgF8R`ZJ_X8sXPV$SM!hCkH3wjou7( z$IwRnNgt&{XbapPoNiviiF$Akpy|a>Th^*B*w=Cdq)`z&FJ5n91$VP)#l0|vppCK+ zdHRknn(Xtg&|{i%h>E(vxZ7wcz=@^GUgfdLtN~|Vg+(Cqyy=lIE7!_V(`n1GJ|)8K(Ft3x|T-u&NZ6vPPa!MK2mD6 zx7I(r+M}vo1gOgU_~5Gj?mQ+m(C|161^nS7UeR7>EgQELWb~G^N*z^J;~Hjm{2OWt zT-&FLaupKg%K!Z?g2`l)x>bEtfH0;263|FS5_t7GyXDj!=@bYf^L%dFyl}CDK>CAq zFYz(hBpLfeLR^YqEF7fVs#rYTJX)77gy5V)LJmI|5XkEvBMFfGFkBCiD~XR{)6d0^ ztt?7mX9f+jU+kT9q%|y;xH0*-Lf0LjL?TYh)*soAOPz<`5ju$TS>r+u4Meo#Dm>xQ zWv_B)0bdpCFXsh$>&Xw8?1eEaKL_ljL72xeCkqwV#bDrFj%gOD;d|z8rK6Sxj?)Of zp2h=L)*`Ar)Ec1#d9fhGgKT4|M%%p(18p?t|3XtD=^(1w+&W`XGNsXC%~2sjWIn0kH<3k=XgM5p$lu`mY}r;a3?IkZsh|JGYI7YptGz^WK%G=kP$ zyE)xNKNg3PL#@fWjn-l<6{VA^MlJQe_VDrnoEmM=qk+R`4dowLwCg+W(yWbD$1~UM z;?Bb3=>$4p_E{;_9~FfyjryA*=r!C2*x61<+Ed;%IISfpnq3-4?q)(``%6B=^O-Om z=wE45kYqytX=o{ra` z(Ag}wqyDkx1^k}0jAyiANRqbE#t5iL;V0cgi?Y1n{Fw~r6qlEKLy;}j9^Kuks^6Js zFaQ;N8dQ=_wyd+N;vcisQ1}K)qqtViN~@%+=VXChW9pw0u=3Mtw`xqlm9UyqaWI;( zc&4kR6uUpSxqce9*x8V9gI{3&Rph3ir{`p=JIJ^maSGS}Gd{jIBcy>ZDwgQmzXV5P zFV-@@lebw`gujyKJAStdp&emNr^IF#xnS0#_r^S|l1tObn=y)6I!K|si#I3!U6I!< z>yh3ly#Nss9jc1@D_l?Z*JyXU@7{aMKJ0#`Z9J9c5P zSWA8-wCA1O0R7~&s!;_t{+pb*%UX9J{N+avQNQBtn}ru~_#u6n?Vrq?p;tjTc$fqO z=dJiL$ywmQ*5v(tF76KNl5Yu$?0M)O5pZ-{^3d0IKFDp!wwjYEH78`&gsr*tQ|%Vy zlqiU@X%+Mq}@-c)rfr~cr%c*wEJV=b_tk0V^s8PwzMxJUwLpm$;|QG z{1_j1Zqs-Ql~2tT+S5Wpy;@JISo~JBi&s3T7)Vz~Hn(HtTMtwjM!eiYP;!@652BbS zLI*mT9-iSg28rS(Qs|0Nb)IL{5^peGgGR6s{aX$ua!iyr%&H!8B;r$hT!=f>Bf%BA5oTlUhXDhFE<4*<;3pwUVu(mLZulC!8xLM;cBX|>r zORZ-9$I?%I9*oaZT#`nKkQFJ%jjI1w$eYn5tYpwQtSibCU1K_}PX2y%^HO@87JS z!2AtVRc)K!@dl(y>&gH0Y4T+_p+YBky>2;Zs}~`g6Ip%JH7QD5{pS#ImZz@H!os-J zXvMw2W+Iwlq96p2ge(27&;=7HDP%l-ag9;+>$ws6Q&y+bf%R{s^b*hwcO3ZjYBrRB zMp_~=g^K@ORTso0tFWD;$@&ER`)bosJ`^kb>57_VnW5vF>f^agJsTYcT|&ap1d&R% zrnd&VqupNDzK$h{^X=EPbBG#kLEm90RkU^afC`40*Ho*vCmf$Zd8xa>ax;6i7(!Sc)@8phONJmc)kcbtP=S=}|AlL$@DXbVUq}-#Egc zup&H^Ih3=%9d_}=D77#B09b+d00X=Oku@e4HbAzS5#`L!{ft=Sl^5Rmo1wu#on{%& z%x)1MZL3f;%(Cbt*QM~B`D{q$9mC{$;U_at8eM+9ydC(e_{DlOi&B5mVi5zsIldVe z?OT=eY8%%~_Iu+_?{``4IrB2>c)p7Lc)I-8-ZM4;!J6>8ERXCV*gFHfYQk9}ge~L2 zg6n_i(=iO?qoB$&oo+5z1?R?aS~(Xhe}3~HnoEgOs-X2za{TC<@d+aHcIpf#EF;&T z@`}&(YbiA;N7KUr`nI(Op-WXv>SI$j0my^Gp;$KU=`4+$Q+g;RpDV-RBGY`@xmEEa z037m<;%_{)HKqlg7XEKaZbP6P+hu89S@88wWF7soDPTZ;R38iqu0I6j>jzP)sR zV6I=LRw0akN09rZ3L4&uYG?TP8Al?%!$=33B$or^0-TpjvinTGLc5sZETNQR|{(e7nGz4lHLKq zI1V0iS+p_}HI(Bz_KJ28%ueyJ>W5exKL{5E|@a(jV zE+Cwyr6qT98YyU#LmReB)`X61etE*N-=sknwKN;k_;g+w$iwRBHPVo4^fE5xxxkw8 z5arPGyxeay!C15?%66dz;~y^h&KhH4pCJgbr21v!Xsg`~KB)2_5Fh}U=f+Gb5;bKpZZ$l|q@ zkc~9P?c<)C2*nQuTYjgQ3ey`{74Dvf{(J~6HTMtI7rR`};FGwTZ4qI>62oJYZ8OV?mVAB>LWK{i*Uj zcd3Imcy5&s3=ic`u_#+7#*vNSpH;osUhE%$Hgc#ntG~| zlQSCF@{~SfNL76*Vwb^Wxh)TgXM*y_XV2o`Sg@Sy`(uXBP@*UuKw};`a|IISaJ2?=TE#m~0 zD=FM;F+l@uRuTjwo3P>R+5f7{)M*0NeZb3Rr&_CO!ezLgThW3#V5G0d4A;}7#!NY1 z0`>X^anit9?O!?zC5K<22Hwv`t}*oxhrke(JFXku?*3eft4xrHjz`blG6-P1cvZZx zsGWxD@8^+)Cm?|axxC*>a?#IOMKfSu%?fL{%I2I05KsEiwN4tz!1&vRtG^W7aA?i8 zpfH&ek~%eAR9VC~=?<%nf>;4N%TLy^bMoUBIv{trKAV~BsCLD;?AHF~qsevrwQ!?c zQ>%zTK{}-2qz>r>a-g+NQZ9pmMQLLvl`6ZMxx(dM50O{Ho<)JE$A=po7pE_LQVn?x zJT@{Os*c6-nEvH5ATp}j$_{Fia{pCr;j*PK9Daw?Li_%KjV*|&>ExrE~8mAz}kr zR}41=-h6z6?yqDt#7b|8KV2s36U_utX-Ea)3?!EW;LaZyhCIj>FJ17R=Zr`fc39AS z(nqK-@b=5qzP=i$DkWVq;kO!0B`R=D9OS&@8nkZxnYV2IAa{QwX}R_fnBA&H8c)OH!CAX3AjwP|QaXRS}g8z9aVqyv^u6Vn-?awguo z9d!ZK2&jd?iJ#NK0LLF>YWqoRqsPiexq!!>h{t(C=68=WZ>13;<0l-wEh8$LLzk0* z)xaJLXQ}UWTw+m}|HuAC3DO^lhFf2Tp@s1J4=E@J?b` z>u6*v4NM>7H+Fw~9FkLeQC3ezMyukuy55W~UF}8P0w|VpDV!$K4E z#C6XxTMM5!^>6#uf^C3+e??X>-@2l@Uzq~b31?_Qf60TR87;Np^drvy~H^0 zFo=%5{D|*}7wmyt9U#<7Eh8pw>79Msw=P8h5D;vKqv2JP$N5lkN!| z*5bwl2Wvw(2^Z&q_JO_(Zk+xxQvdo*80l)%97s^gHiR*PDXV#5y?Bgv6(8()OBdDQ z^wcTrvb&NxmYtV-^)q(W5rDL2r1o|PX%Hh*Up1uJ_N=Tm^aYSo3@gz{`(1>GJVag;6tm zrXbR7KT@?Xi?+S)yc5+YIyJ|?`@f4(Xk|U)^#V|XFI!&=^PwH!wKQf1v2J?Bb3HMm zG%_1<_4PJh<`{wxR5338y0hM}0xK)`^u_aULnIJcT?FQJ_he$09E0t9x(Q0Z#~Wy8$Bgt$_`9UNcbLC|#?N zBV}Xxokh>CTtQAQTH_!|Lm%uRTGa>tbkr`9K=d{WXm~_y6RN?8%}cLC0t13OjFlF) z%vZr{7TuwLR>=r8IA#0{%N}FL6{kjdYu;aC9nmz`zIDa`J@&7hy5oNsf7yKV`ZkFm z?=LV#{Ytr`*M!{w5(3<`F9WrX&$-b;gS-Q>sd^(G<7A6qnAmXff*I?O*AG^_k&<#y z7$2jb<5}jl+E2(w%8KzTwc#FWYuD6oh+Y#_Yj;u#ko|4j{yl;SR-@8N9BrmCH=E>* zpo~v|OS9`7{+-|=LyBKTCZD+Ffr!L*=hv=k@roq>ac_)qrpmv-`wDgb7^mDJc)@&c zPQs(9#Q%;~y}VPkR{Z&Z6@g21CrL||eJQIgx@;_11|2k=S4W6=9z)nFMWf5;t-d}n zAICgAA7~&i;(_n~g3h=dbq^C;7F)Z*W>qGHC+5CzG2p*#ThTa4HIVKfiG0sL{FqG= z17ZGU_KfU)pmipLiVnxL-PCA@HLu}Dg=_i7U(my8Dph|10pfV1DmYgdqbiwCV78yM zy6)6c)1{L(cXj}mVjCgr3sm))R#zvLTdGr zyr8fvB#S>$u2t#^slgm5A2&AeCd1LA7kH{lhiqwVoC>YMso3lFGI7+Mirir;om#lB z8xrw6=_-!KOYkDkB77D5{A~GyaV(xtZy1(YR_dv~s`5#uvdbGmv_EC)KGW-55#rAF zynxC>l?Js4nM_sCLJvtvc9|%Mof9{H_bn^x;zuOYuP1OwgU6n77%UTGjH63Zp=B@C zy;eqrlqhmCn&{?`4HFkZ8W6|rE3Yq*AOsb~j@tANnmQ7|*${zdLv@@9X>3LCL;Iu8 zh8-#SrJ{>JW1he-$-!S$f+6LE96RRi4VG8LkmNg$M<({dxD=)+=yDLV4=Rlx=Uom4 z^;?JVCaTT~Ez^e05-YQATf+-eU}M=X9M>F6PWLXbw-pxEA%cN6*)v`+TJx(zM5F&x zy3~W^tao;QjPNKsLkC|v)-A58kKWTbuA}m-gqZ;jRN4g$bSOs6{Ge^=A_gO=H zCVOAzcOA18u2t@}%LUi(OFXnNxrKkyW<5EP{YZC=Z3lt?C89>TyjJjS9SL-DI=1>? zu7e>w5{&*XN(;22A?MFW6FLjBx;#HqX$NLGV>VT}K|k{|czu+vy} zig|y!7$O*<7dX$>V-|91b%lmR?s*Hc!$505(2-AL53dRQUDEaibmBBc_-|6h7VcW+uBu{QP|qGkRsusxvFptR)@Q@hP`s z*bfqDaJ|WHXW+D3a%RMlSqssc&c;d-F7hoJkdkY_RZ+?41Y5K$=B>S;omRE-zJ{SD zsJjiYRdb6Nlxx?>HX^jG{CiJ){8p&*$feW5_2vcSc!237r9&_(N7nn6vkwzNlkhdd z+0-(%s#T(nf{Zi3W7{WC=>Xrsc~l&C&?vzYh9$$E+#>lQPy0IWSqQk=3m0CSvwQto z*wSaoW4*`}DzNAQJ3yvffQ0KZ?OTgN6PM(n9Ke;fgT7x%Kq1I=gJ}5v(W^N%BpF>k z2FAlXc*MOdDp-PUQv)v1+3*f8B2Z?Zj1Y3!{{vA^aH*jmnHH|I)jGzJtkjc`wz};< zI5Ef-LxZ(&{rM-ZG4*0+X?hw}QX^L2oQ9cd^#=e9<87?Mz}LbdNHVCQOcrvWl86=o zpM+AJTE8Bss+VKQme=XGH$NJ-Yw?siAuzVEAiL|O3x`vjxSM3M7#NoJZ(;|;Lv!g9 z7c}^QcK_ekPBdu&C=XJ4ixKny#YU&(| zT{4i0bh-KHc2gdxBr_wk5I5s34>J(l3)0Z0B-#3lsI}b(M#Z5kHYW000z_1{)60DF zOV`?gG_>)uVzCAtubYRzUk)c@`j9C>zWqO!oWvt-#j>Z%%lIn8 zdsazi7V;`hv?7UC=2P-3;g{ShK`XyI*E%vrOB$j!M5#t==mb2=x2kNANGiW?bcc@4 zh2#OP1xO97%THT%$`WA==|7)eN_1P^u=12d;;nk9_VcG~I(2}~PgF2C!B4-h7b2|L(>n<=*62ck`|GoM~LEKQk*BkPV7@09i@s8ier zc1A2y2jS6&Fx^|-wuN?)Lnv*P3`DzSwHM~6bT89!_#KgJP+aTtIaoq!vf`VCS&6UM z$lc0qgsA$(53NWj(m4m+cwIjlmo3Gc4Rm?=mtQ+{T=Zx{V!EVX)9Rw{Voa!DStG?~ zU*scDY^MKPkR7vyR`?Xizu`s{RFj^|mjt*)) zwbauh-sc3WS1hlUAcj`bjnIoqivXX7!|A}R@Jt2BnPu`Z*7|+(8?KTz5 zj2K=9fw3cUKjcXjz5&u#7K~Wi%iMWqM&EyH>Jtz}m1+KEkP3}qE zRPRv#;U~Jkf;6=CGs&+RcJwy)KV-L!KBf3d`}2pfi|3VP%M;_^a6Io2fZeB-r+Hcy znW%C<|6E64ImK@tRruEz4ZAev*oR$kK{RyQ@t<95uP`&>LmNFEWy^7Ue$nSS-?x9K z|I9;V<6v=iQTx9t-DtXsuI%}&cb)^nijA`PP@ePlficF|KcS`*6VL;exBJ54l_a)v|ky_y0jaatnYQyd=)Gv8))1(NeOE4R3rk&8y1Vn&CL zRniRdgDFBg?8QjKde+V9GgJB*RL~VqoBo}Q4;LgAiOj=ra;<;;C_W9o6%ogUI<#J{ z$R1)v&48x`Qh7ZZJvKPBhlgbQmTwapuz%!s#+}K;cdI3^*%p*@8G2srUt7zIo%0vm zPrxne$=v)wm!t0m6opQPwf)fM(N?KESJ`~z;jQERnHkPZ^C@S+HF7K?cm(Nx$H=NB zvF!E)_L${GRXQM1ALdi^sXOBi&sCicf2>qDA);>@O~mqe)M48++-$m zp>F+n7oWkyXv)SEQ}lZy;IJ?fpM&_AfI^0&Si8?A)5r+@HYq-f+OQ^K)68=;RK8GD zoPJfI>m=Aw@EhI^8a=H(rn&iHnlE7-F_(+gfFeKET{JlZgsoK>m(oH?k+GLGFBsYgos@DZZJ$ z!L=%fedLc*@x-?cb3Y*0JiC*-DgMUq$6>vG@V?yha9HwY%y~=Rkl#31L|H5ZQTvC|a@K70+2Hw}IBKKX zc2>N|j_l_^t17QAL`%&PCn~l+_0Xb+fS*H)dtT-LVtL~~UP_xM~bq~!Ia1ZEdCe&_anGuBk0E3uoH^S&x}0qNm! zl(1IU;MfA*XsXHbglB5VJ7sFZ15?4g|5boK69Lr5s!E+6G7AinA|NN$*Q$(URmRv# zXkm^&Yj6#w*Yx?hgJX#!FKPmm^i}!_SaCJ|e)|4V=mYuEu*8QaD&m`%P-dNKD5|cV zRc6I3*Hr=9wIFIiBkBAak+HDX{)EO5=INkG_f6hI`%QHPJx$0U@aQNz^;_ z)BcCYgWb+v{Jr8pSLW;%CtIFM>Go})I9P!6qwHhsg(5l5s>>H_L+D10ybdK^FO(k0 z_kDGG`H25{q4ouW3Q5vC#+dF(()1@|z;XDg#F;qah(`0+Jws#hG6UuA%-{1uaWAis zEGT7H*mBCzNq8iM)Z+1toV}VskMILT8e$V72g7{gH9i(+LdDqA!HiyHzKf-ijsFj= z45y@FBb;tgsKoz&aA6zK4sXm0=+KQbPPqr@@ec;UY!9g|TW-sMRrurl08S|P_L(JQKm>f!O#riWe#W@L0MS56to_a@pE5*~YYI*1OLZNl91$+lxt zcMOvo2B)Wy93xy3zq)2Y zH(2PL`dak!+`?M=@5*EVpWQsva(@U<)V#q+#ly;5c?GVfA!x?1c3|r3_gV*!xzu_L|UC_ z)6p%QbAzcBEpG_U@z)?xirKEsp?k^Fhr&5oUfiWf^Nafh;QXhVhmex@LT5eBy|^jN zG|&n@p%+m2R8LSv$s=5|bmQ4qcfeshiXDcv2M+uqz#?nXAG&gPTA=lMFsMq80k?J3-O%j;c#+JEoAJVhoWF3Q)un1fHc7V+ukZFDIueVUxNhJoGQM;G1pDKigUUO{i=-ck zRD5fkBGNi+JyKrB!-2Jigi*~d=pt|kOU4CSAZBLO0?9AZY>(c`~=D08sgira9ot+vmF6=GuPO~7L;%v96%5v0@?5tNP1H*3b z_W&R-N5iZ4RFY4wKewPNy!?ZI`)t#oH+V}V?1QUuYl7FmxHSvUk>sm7YFApYh@Ug| zY)cnmanS&!&#z~aX;r%Tt9{e*A|Q`*vddy}0;m?wxi`ShNLRxq(>YIn=1bI_C}pz9FRMo?C%!^irjlq}AeIHQ9ipJ|H@!V+W=w&WyQN`QB+5U?`lyi?}?aXL>Dq~ zD~kT9c;z^FXpGh4wleiup~WzCaD(SWD+`{f;~lAe&>&8cxQKT(D{834P-}&rI3=LM z9#)g0fzz`v9v^qwkWn`W^Xer=D_k3IpYLxtR=pTNYZd4g4n)?jfK*7 z$<8&?&1`|S;nA*OvxR`G)R@?IT1Z@OCyk5A`~_QJ1*e2XGqY?o^XbBY!~loV-yl)2 zpuP;!gOSDZ(Wg;9YE^zdiemPaX7jk|s{1WwuZ(LRr|RGUH!8=Y7|3Lz_%iBkS#i!vnUpgK2?(J`Yj%*f_WK5&boAxeg#8w8CKj%uh_i z+eaL!C|)ZwT!shslF{BInK=HHuDP$Zektx7b+c44my%CS&%p{KKht&JMd0JihVf8a z=m2T4_U&ohEq;FseV}OltaA(Aa`gOk@7#NlP!`b$Sdg3>3iod$q>XOr41zS($R;#_ zeQ@1v_>A)dFC^))eT!86EEbWUc`>)JT@!6T<2JjL*6Xcv=GioWh7}A3zi5u9!c80( zRuARGLV!dHzkN@*?B)8mJJ#WaMaR6=B>)lGK5fjeZ!9%{BjSpzp1E@AaJ`F0o=+VG zfLHB;RfwLNhGS#9k@>Dd)(G@Dm~!%rxJq7v+5@2TpCnDthxf~JjfKF&(%I-xO$+XX zR;&n}r_UTCqJs+2(KK4hq$MkF2^uKO|g3A$VcDk6XLp zHzsB>`$}wFxU%1GAqEH(a%LOg6#Zd>Tq+cXIMSY_2g(HWpPLbt|8 z0&-m=wPici2Z@93;vY~&)vv~Y&7QFjeX?Vr;7K0@UqzdkxU}%t{?J+j$%Z?DnFgVK zB;caCWJLQQ%$c^IWRC*rA3ZbAN_3^+pn=uYXVVkSD8l(^@8$a5oHXfS_Df(Zd9-!9* z!HN5*;){xves>aJZiMGfbafZkki47%Of(LF(#X=oxgG!5bfQk~_=m{v1LtQg(^*E)TbVeb3Ku-c!Y#B~!} zvfC3qXyj(}9P)?}nVV(pD(J&3GEyr$2@696YQVlBwdRL^S@Y+;lO2+6u$DtlesIVg z1Q!q#nMmw_RRZFmLPOTvWdUHGLha;bv&xOef7pv4{rB|e@cs?jS_93Z8#X&a^PM<_ zK>KB7uZEs)8uP~2d7*xT(S&L31F<-HO&OWIhFAx{n94|btcbW#!_Q3Qb!tb6=m1hc zt-lDjeJyq1iD-;rOsQmQc2enwk+sx8=Cn}qm(t<|f}KuP$XK&N>iqW}SE(jW?14Ji z9Odn)&>}~j;TwX~+RR=dxN`!w)DlQ(d4}rFIbuQUtc>ZYW!nS6g|T&!KXR{*s3ORa zpBj^|=DI8ewoT^}J(g^sJ+T;_Ckz*Q3MQS?V)zDsA*>QDTcWDsWe@z0eb`AuvQ+Y0 zECC5Ny&{MB;=|i(#O!X|V28+%94R3C>wZrE&8mpF#l9>L%EA zNF1paIT~KaK*W~4vl0x(rb&L=m?H(Ym%I(G{j2x)L!;3%3Q-`AT;-|alwc19AD@mZ zLmYjwM{V&_UY8SUvbHl|2ykh9;{s^irA)_@?a$GshER&bcY`|4__L+7huV!hVFJv* z#ab66S)1#HeP))sQ=1@7THVn4T8fPhTAW>~$jW*`p11ZxZFUWfFe%~l&{En8n>qGt2)8_!Jl}{fS_nezqUSJRWTO z$Kwti5L#T?AOK@G*;?D}873%g-B)%WemDBH9g%|c(X;LcnLIDTRYIiu3m0r3NCmG~c69~)6zaZF_h9eMv822^Eq^~XU=e|7b zjz?!|ey>fd!l?Z~2Ee?EMB!AktMFIGLHOJF$OO{nUcy>ttqsTWhM@R#-+F1_#;9v} zR@PON1<(ei%t~-eeFZp?#IP8ztuy+$gUZfeZ=c-h^~e^4blYoSc~PL z9SnDEvd0{9V%sQufQQvveC~j$6i}b<)_0oL&x>)i!Xb5g!Idi%AE{N9%RqZtp~JqV zxVqCX>@4t{m>^_ zbzqMNzXwT`8Wu1`r#J`H4d zv(S)6td~`tAupdCNnxHki`R%PeSwSxMLd6$622b|YDB9-C8hd>^ynHY5zSL%>^HH~ zsxi-{>TE+}-#r9OVA%=C5$1WW7d5 z?yz?)=DRtu(ob%pEZWfowQomu9W(slO%`6>Q01fEF@H=XJo57srqKmxA+=`f%!tn& z*w5z?TC#9;5}S&=9Y1f0?hvknGpq7NDk6sp-@@<+Q`8b8lRK0<^fYZiK_WB(41}hH z*9Vw6Jy!AqJ)$hA_Q*Rxt>maULbO z*a_GDc6#*{1cMvs<75xk=iFny3PYkyTG|xO0PG$len)AZlYYU3Zf#j@U@&)1u>15( z2W(u&M_w8GMm3F~ntrxA!2MGK&0;k^?Q;PH5^4+S3TKKoSX!6p=d9NJ`Br@G`0knF zj-~+Ofbcvuhx=__B%|q_5{`;YJcfnv?$6`T9Ddm6;S8Yl*rCv{ly-hDmQ1`m)(dlC zHw4R$q_O2;#Tz7V*72}V_r6NQwGSp-9|08uT7IbsyD35nrc>Wy`3snmxE*{n^-f~Q zn`)4Bquc4sVa&XY_GN0G60C?HWE>#DvU)!dG{r0We_GSuI`YUa)K#!u$U6Yac2i8} zT^;1Y;scfWaXSF17L{jOH|I1d?UE5;FH|xoeD*``Ry~{rVFa2|R|+XNKZQ!<%hDW9rvwenXO0sV z8J7V%DS3m?;F3K2OL6urINUWTlC&n(oIVz&Ea7^FQe!rXb*>|pP zA|L-3o-wcKjyAQHMhP;f~D=eJt>8S zMnA+8P+BS6|CZaRAl~LSL|#Z8s0z3W4`jo`Ekd3yM^%2QnKfvR??n!Q;qOklhPsHV zNC$0YHB|?oE#7<8HuBTNRL_g1{PKBf-g1XMT5a6A6;?jcSNqET-LG2dTi`ccd~;+XrD@j(3hRItjTjH zvXb#Nd~tU zyrugwq{Fh@bxZIFd3hbEKm-kGay&VmY=; zwn%g$IpFAUk8cUbN-uDSBYw~RKC(fh_w^9m^nNg?i6_IrCtMc-G}bW(k^9y9d;aG2 zvyp-Tm+K!qy(R@Kh7X-({Hd?fs5tA?4(2afXT833R$aYxAZaX5B13L&n~06n0K|Pg zMSg-BS_0>pm+gXx#Hb6mrSai)YbSt>HGxDA8hcXY*M9IxJ!mg{Eswj)P+~ZH2;)OI zp@D7dkgAjSF{reWiR_`k;=VbGVu%~D9Z9Q2y`h7GkJ+3wq+M@a@-CP++aT}D)J1X_ z5~U$nOeVzjHq4ZZiCG+DYNUk7{CXCda`e7b+I200*MISy( zy9M;T-yM;`e&KN#$~L>u*?rS81)wOTRy#_9!U3q(c*$B6vp>{7$`Ur@cS3)lUyquw z;Nn8|wKcSy7AyWxh6lVRs6SXiKz>M%p4JoV?~dK1z=O#$-`MH^1DUGG)*RBT;UH%3 zq{C&oM*mYWpqx0u%|3SDg_(x%JvaOB!OEU18X*j_a@bl#`bKb2)S zR%Ss;V@Q`nHS5N-v;Uwomld4q2VJ@}!aQL|l@lPI<4)6s8&a)s+uE@~brc%Vx_19F z;xt;K_A2G2EoOv>h?A0@p<60H?=GHBwWd=d>H1Ll0LzyIW}Wy`)+n_l;b zx)<^pW6`yJ#dz!^&$SkZo7@#5?aR>h#L(SeIR%dxq3LuW30n`p2{~ zjVFvFXF~1aGzNi|6Brfwp4;$imRlKA6 z{))xO#(b&e&DgY#6I6!wYmE|LKFJltyAq;^LafC#G4ig(Jd0Idx>eLS7?ozwsVHqw zWOarxtXpY-Y&>x?g=w~CTL4ybEPY|;O+K28iaRoc8jYkZV@?H3cqJjwV3e5~WVD-6 zgJqUmqMG*l+6IX7o;}uGBvzY_*k?o5VhT6JWqivY?M&YR*6H5b+4OCWx3Sv2`|3^?jq{>t>avUYr0bz4HWQcgh0l2 zAdakY?(?TIiIobX4}yhub8shv;*~eVFxMDjLg||+_H(&77IF?cfs$YRS>h!&SD1xR zKZr5zS9U-s->pU$M7gSD51+D>pcU8yh#L6a;>Nh}m1dZi-0h`R;t%*PP=vR)%1d;^ zPsj3fegRE{vM5lQ#w1d&Eh`rjVD+GS&?2F@NxNML{7&!{a<=CVV1)gH7q7u(4cGl! z)U!Aq=u!gTmZ3N`6lPU5kjJTj{<15@I(|m<&sen-pH@Z(feQYzt zL8b~@z}X=6t`-|i-*k4teA!TN1Pu)Cj6|IdOW&%f%SuN55s6P9%XpC0;8!EBvuyXY zYqH@C72{DxSARv4l7FAd`pnYBa)KsqWn+VuihV!0}{kMrb(*w*?_X~2zNf^A# zQbUhtn(8e>>4@rYF`tsXOw;sGR(;7DdmE&ouSj1}g-o6luhIjnA6Sz`V1c77RG9Z- zfJq(wx*3;X`Oi^3m>yZkzTv*)1+JbR0MPRXcEH@`6EK4`+i(5Cb7_zySq=f7Fd-I| zcak#(tkp@}N(Lj@U;2;6Ct#!=el9u+@4^dNdwyoT>IK3CSdIg1h|4!fKE77phrlus zYXjaY53rOp3U^}q$$TrBVJL1kcL2cl2AA%!?mSs4#bcAkH=2EQoQ?eA9v=d~vTxR{A!5ig$ z>QEcl*f?2JH?gIX00TE@FZMBF0_Nlh{akIE|DCuaE?7*Q=&Asa9p`X?pyUF&o?6Qs;507uq+ z=eg=w#6hcUH?h#zFV%EYbjCU^_xMlHo^wD!!)_1<>CrhM!dp%dH6Q^X8)oE7wgymU z1}-HhBp?~on7_Im{TUE4a$5xR0%~PF5i@5@J5Bbx7t&t`6p`;lvXTg6BwdLn9GZJk z;}x@ySr}Hv3jM!`ZOpiWoM{V8z_jNoK;795-g)ayrh=moL!J(8R8f-usVsGy2~gOB zR$$GKg30VVA%->lm1zbknvdmdd)-iwnA;e7^)2xAquYA+r*lI-9du)~q|WokQccr| z-m60Ka~H3y`1mco|7w5@3eRFT0U^Y_e1HB%+Q8g- z@9s)rwZ1UQ{bR_tLsM`^gS7_~$A`=|OYq;bv+&jhDX>W)`MoEA8f(T17^=IFePFC1 zZZr2`yXa%Co~hLZ@tAKL-vAwre7+t9asWfsZ8scNaoEiC#)QC~5XFs&xt!Ae?o$BcMLqck`MuTF<9i72|lW5qeogICY0*Y zANhe8t^x-Y4`R17nnFjX6M}4D^hQBzgtlyLAN0%&tbO&%#N)EU%+?)SPYESK_O~=B z1YmU;;2+ab5mEoFcZ;kbn~PEA?M%?llWzr-yI{rHb#%lF>=lGpK|*G3&|+!N6H1w~ zJCu!DsJFF!W0QFXt7~xt%=nc*mVKfpWJ(b`fckdsKZS_`z!i-STbN%P*?OIU5F@l_ z<%#Ir7t7o)Dn0=@^$$4*+QYp=-l**AzZD(`l>IP->~hoX3puG&(N)h(>tl8=B?93S{=qdgz3LO#yX|>RYkeF{>6bLEs zKB}k-HjRy7Bx10Vw-d!g>v6deQ`cx(;CwSdLvszbIu=Zf5;8mLuXy4ui?xl8%B=g> z6E;**13B|S0<**WYz-w%0^EXIy=&|C6(>QHV;tCx5d;G$-heU1F|`)}UqB?4}|}@|;SR(0(m$;i+=uzJss1;>Rk2yGlHD(t z0J#g%Rnr-wdc!zUTakU%&E86gUDYE2=nteC#9Cr?8%%5(ZDdN7; zY`wVqz%}9yY#<_tusRZLa*06zs_Ni*XG<}7+l`I`pNpG!9r=`a@Xy28Ep{`F1$&Z$ zN*zdg*c|P?y>kU3VQY;e^u%7E^;9n3HtppTto`lHMXI^Pi?WTn4BOrITX@G7Muu(F zY!o7Eop0ATV^UA`v;$EShS2=N<`v%40UbbdCai)t?Ba3=lH3$84MClGAet!})x0$; ziWe%B&%v`?!mwJS($1X~Ch!Cm3wzAm_V|S&rqzNT=mjf8Gebs06b>FjK1A3hy`8JQ zk)1EqPsvDd8xBvLTPc{CM}^<2lpH*&y*yI{VLzUx7IVln)Nk~~*S0o*wTu+vr!wC= z=ph--)TRkGKEuLDoOb*$^JuBC7G?d|^UaeCkv*RZ>xC8BdS6bY1;;1ibdfOTHht}} zNfEGwZr_)`WncpzxxKFw4e1sky#cXp!n07n_6NrhNoOWqUPJx;Yg<~G@d$|Kw!azL z^vLGyV|yrQl@>BIQxtU>f+oA9YqZ$=?ps@u)6PX;mUk!B>=kRkmG5xB0)!GH8FZ=XaLv{r4-%l*#`DAdZ~0A?dc~MaF^ChhM(}-9k!)40_@$#bw;_I|a0| zxn8Hxu%%)EIy&52I4kaeUBKE`g1U!|fF7LpE9(udtuc#5;tI+|C92W8)Dd@~0Rlwu z#ENy2L$f3DojM9({};ck;=xa5!(x;>FjFgk4!GgcanQ{sNU9iJFU^wr4z!IO@!z}5 zi_c-f3&cucz&*M}K%CbkuKysM4MFypQIA?k0W_aAKXrWwX4ppB*aP1ISaHNn+5kNy16aJtY-E%RlHYupV1 z`xW~H-TNxY{QR@9&*YvcwJ-euSb_Hd=|}wEfXPvf@^Q=~bFygkqn^7MuXG8k4K4d! z>>GHpHo09VU2skqAIWj~XXR;^l03G+&QXE6$=4NUUtQz)&uLG2?US%#No7<%G= z)%wYJ zwFz=q!TkD*hK!U7Ty=JvBh-o(@21z)RXk>kF*z-M9Y43I>#kJa`lE*8PRcQR>A3$> zK`8HtOFEp$thv&ySk#zQ-gd@&R~XB>r3`ab9#-nbU_|4lgcfCdz%5ZQTNDMTR>yaf z)#MRf%_fmicuY64y{0Ob4dd;v=S|Zns7)>+8CrDQZzfgjVn_>b_q%>QlJIgnXboQD zGYS>-q6pQCck?1}Rl5h9RlnYBi$!bv ztM-IWmxG%R&&aUdu0&dq3iQ{Tfj$qRLQDHFg3GRdT}mPk3S-RW?Is~+Ap(&OcGR$GRPpb`#!&rjkOdu*ttHhe` zHQ;f9(|=^aUfZ9+>1)dQh+j26IzK!=>ll~Jav+m#))IfESa!GukHP_mW&wPC3tvU2 z4d-jd=^l!${R;993R*33Yb0UTjqHJoDNWrmHA~?PSu~)!I;tz)`3+X92ebmmzCE7k`!F~ z>mXt)%5LbPn5HI> z6bO3FK!0S8fE74hn?$7a|E$>wj^TcaQGXMu>uEJ6Nri=iYahz>UPS~!ZuzR}+p3dj zseF$Vmp4W7*l^*FQ+RL?zp>0!Q0CT7+N1WA*VJ55EV-6)L}P-cZs1Z;v8g8LA4m&j{^Y~6zt}4ioMbv(xGLE})=1IDTE+#w}YL~_xAATs7UqiaS6sTEwD8nfUtwb_7Azp%b zIJQHG;!A*Su^$!?mmi!1?yPJQKgH4nV6o=kbK0~^hX+hU$mJNNmO^JcRS|BmNPR!G z;6(6`O$Jg5W5cdY}z}S62Lz*_Wyg5r;(7mwA_1 z#tvE-ae9PYWd|m?x$aC24}2BXiz~Bmu{a>Ov04BZSk#%gl|w8oA8weuv;`&-g80D( zk``Y9F{h*C{Cvzoc60RN(U?eTFI~3kxO4NWyxCc2jm-N8jJtt6chmf|^w7C(XJy(N z1%_ZkH+p#Uj|lXcAlzXmB^2Yt;A(O6vlO>`_mE*AoZ5_O%P%D|6E8R8<{kaLV!^fR zRu@ov5yLmtu*dNa&&hb)HcKsYA#PfwgFPI5Gc}A6%(mQ2#UxdIKs~-B!l#Z*BG<`ecWXFs8~E+h^n@GWE1vDiRj#g;*9H~8(R zC(b>;IXtzPi@iW=xH(h|oh-0^=5{?g@Bq_t(pZT8C?EvCa7&6h#RY*3!Qbh3Ha!}_ z-^Trtj47?G#Q8)(b{aR7=+?Cg_3;gton5ieUlB zDz(@+u`s{p*Nf66Jv5ux}^C8`D-P1U4Q0H$Sw$Y*OTQICk)BKSAM5rQ|x`_{H-R}GS%ch&uC=ax%Aea0nsK^kuTD&r*&f;gfG*u?i ztIy!ZbQhV%+}Ki9($+J$*Eo&)y+e@cdi(OV=xD9wVQACA=CeV;5B59c}q|qPSfmRAx0m89hkHb)n zP20y%(I8E;70Z-6p)9wT0@@G2>Gm`wN8SJwReooM^V^05=UL+zbu)~T{2w_cFNR5H z6NUBaPeya~Wci1nXXB=!7BVmviOovTe{^fmHUs^hN!^eA@zL^RD~J*b=n*>R?lprc z;HR~_AaMtZb#2&Eiq#X8*?*P?Ks6eK0z=b21oG&TFlwbvrLE%(3`ezjhD`ET`*PYb zd{%O+0enWINEq*zESV5wg-BfvTI#`orbW~!7B(nOARaWP71iD~m4+RGR+O%1+zqOv z*PgY2Np`WqCS+AQ4s~-bVkIk2I`h5Lu!t%Z;7?3;{67kNJAo0X;j$@$mw3o4WdPC_ z|HjLiD%61Vz@NbJr6#M#b~KT4e{~%$KJ1#rEQN*SGGsyAfOiF%oq0xc^Wr7Pq%T2jIxMIyU*ze>IRTFK<`nYwsWTfLx_ zCixWeLxmFluOJw&%q*9Pc(eUm&OYh?T+Vw)`lYbl zVniZSAG)o{8V{R#*PA)SM+7Zqnae?=ztBMQml3~}ZXLH7{AI8@`L@>jAm0Dn)M~ay z_*A$+fl}}Bc_4yuQUA~nkkG7Pl7xB*C#R*Uw)d}Z(m5gg95lpQpmDH*oKyX7jTFWK z3=a{?O4xr7)a>mceGkZ3xCbFV z&e;mU$10@ID!l_{7hZAKTHVp}2i;U2U^IA@0lXO>XSQzz?E;#+{Y*UqvIoa&E7uyG zeRa?t$J+u&w;erU5^T_Ba6#yREdL3cSv8khLr?-=2xmUFlklBYIpe=#hb%4Z$tUC8 z!q@Um!oxEcle)a7eR}KJT=HE`0(m)hBB3TSMe)i9)b`2Y`^k1)ZS+LF?kB734w{*# ziaOQDq=!yCgRRqQ7pI_TfGHM{0CD-0W2~k2^hzO~)LA*=u~}%g7s5)I2u5PStYwXa z>vCyiN`A@H%^Hx91lXR&=cM);?Z=#5X{@%%@npw0AA&1-KPxMW*Cl@< zHN%(uk$%uZgrI2$w&*LkE9td^GK1+G?3OJsxv#8f9Gl*=`HqQ5un`@4uN0=nJw>6q zi^+=xal~5ZY00fGOlcCyG-x}+#k-rT7NnW9%i~MCC!qaYQkrPqBvMS_c4I8mc7dGj z-WwsOu+npxW@vN?M=Rwy;4$E&g@%SGw@6ND3U+H7QE5mqR?1RXcB@VtA^E~s``&Nf zh=koMC(R?+=EVQ=yIDf}j(`o|OKMtRejTxgUI<|&S%^T>c#j*CcGB3MxW9EZC=t*? z{CC4$dIZ;lZ@vGY1)nN9??Y>Dqys0Z@hX77qO6@trw6KO4A$J_xqbjpVH2r$O9bQD zyDk+ikX@jjLY()K65TX9HuWP7Gd{e{Mz#)Isl;IK)#qb}$SF*h9Cw&>hO>KbPn6_< z^pMa9_5|xPD{?&fGILmqoARX72kEL{%)-&O`Cq^=B${}5}&Jz!U%0(9r`55585rl40;q4PLY?RL z>=&x(wa)v#)@vzeq-peX%jHy{%!y36+K#4*(;F}n{h)!Q_n7Md-$qmC;=QsF{FhMO zW7Jd!d#9gTwNjN%H4v_H0)M+D&j(nUgdch}*0xwwQ|t;y$6FiDqXQkyj-&1u02c4| z6%yrrK6A?5k3y5i*Lm#%k9wKnQi?>3=#kSacfQUN^7ib*KJfgmPo6`QcgO=K1L=Tv z0Q`toowJIs`bA(b$0G(=3;W--Ha>sPDj$@Xy!}JbEJJ%WcJdviw@?{osaRDsN8jhCT}xwv zztgyTgk{zFQQ9XN>}Gi|tC(E6N?yd@Kk{W%?zTWD-Ik3LD-%|5r|?Z8=rB%5Z)MFj zw~C9YrT=`H(PwUk<^<{vg{;L_alg1FKEE*F6TQ;s%=eBy*ba;rD}}9`JD5I*Lo$(rBU>Y|E@oQG03W^l;*{zoIAm7JnKqy0R{+*Dqhm&>=GkYxAKU&i0Qkd zDCZvYXd4J?n!ItDQ9dhX2K%hycyNj|*fG?34t9Bs`GC|MBomC)Eo=~V@V~HksB|T$ z9LWxHaa}=&_q&E~ErFK(D0FwKvagy+YcCW=mv;Re5l!PIzCd#Io}Gf+Fbhf) zNrZ}|2#JGU;(mgJ+e^%NXS$rGk0wZA?0eG@xp|q?nq6w6CMCC0N{5AZ-;*A zBQqxsA?=kYv{T?&i|3gUoIJ;DK_fF6CmC}<`VIP#;m0WL;U)xA2w7aRLnZ3w+*6$C zb&^!JxrVSs@%TQn?_{1x%_kZLDMU*aFyMN8x1USAPuNy-!M@DcUX;~@zY0A3mG5rp^esP_^e7WUE)o5lm_ji)9O!&*zMgg z<;)HXnXm2j*uiwPuKkCoW#f!Rj9Jw!ni_p`CN@TsOmmknH&56iECw&amO`t^DQ)$2 zPX^MJvrbwl2NpQ}Y2wmVT)fsOEUO7RxN^hBUrg1I)IQdbDr$IEa%>BjuIdzPviQh? z%vqv#sH+aCJ9`SBXX>j>d3>s!2@z*Gs2TNqoBZ2P@}SpdfvLLoRHRp8h50yn$T# z=tsR~G#3eE;-NU{h_Z8&Tc6<4us$?K%AF$lP0fueVAH2S9ninbJwTC|^IT)Qfmn(Z zm8A;cmq?++TQ%>kx%wOP*@c2-IQ>Jrc>~D=qi_gw*r7LiGKpZEi8YN;j<|2be}@9Q z`?5Qp9XzPE*Z%duUa)=}y7NYE6Kcs9U%QbWJZFG}#iA1^M^>Ft6OH4g(@#LFN*p^3y=hI)YP7nS2Yp4 z1kxbO7r{qQmf+P4$$psy#U)Qs^@W%~^nuGrjCxrbbC8*?{R(oeytIVqu`(PTl}EzD zT}@5N>JP76a$}H-(Y%dZg#NC6Kt)J=Xm}3E>dh+xlu3*ccs(R4R2WQ}^EiNqWExL2 zAo1C-zB;B)i1T_%*ki5(${7NRyNQMLT$kc5QmgO9sDU5K2k=Dw?{ho?v`l=zc0x z;c0zR{HZ{$a!-&lA{MoW3#f&%gZ+Zv7N3xj8u2cyJ9PK7)WEEjf=f*Xtl^VbUF>9=qRM#v-x|oPk4@^ zz2)+koyQ@DP}Nk^aF29GruSs9&&>jl1>_r0Ft;4GjER~;mNHDB+%4BZ5^lCpcZer& zrbBj4E5a4=bVZ%%s6O~XxD3f0Ou_55fPsT_k1IlYu>ei;AC{bS5F)=BIf9!rf;`@< z*r>N{tlS3v759yc#C3;ASNje|&8g4v8_P{e)fP*KQ-Fu)J`hoce~pYIqdt8)C*Hh7 zde(@e2YoUx;U7UFxkJm<(WCYW5-;ZM%1ywb*0~RO-9WK~XlF8Xmj=<@eRN8dRa#bR zZMlF1LS6VF)NyaB;3BKScLTyn4F9J8>L}1~y4Y0Ef9YAAF^jyJT>6aKie4ePupuqP z9`?VrP|#ctMs?V;Zkh{_DHQY94?0 zm>^%F2>+zC9=}D1@MAo_-!9qP6i5iN0w^HID!SFmD@B7r@(v-045;Uj#s1ewySg{$j4q47aFsh|j(JgIkDm(2-cjU6deS&E8|U4xIa zIKzO@Es8?j48X)XG4r}|m~DAFjxwb4e`K{+Fek=5c4%$# zz)G*JkYpTLL?3`a^nSvx`zU~uJ?jym_+6rrGnWjSJvd##r6OW_(N04*lTwwa682S{ z57_SPmyKd2VW!u0ZIJ&v!m*Ky&-b#9)@)8Bdj;SS9bWA1X6?|+pkXu&UHiBX7yA5H zgPFt}ziJ3eyrCtShRja zV2cjGRPg^43$>=ROu$q^Y=nvNXP=Qw%=23vn#;oiT&fvWbM*vuqr%S*TL|ai=}eLK zoe#<{o#Zw+W3txb3=OM{$g2KB*Onwv6JiCtVNWp_KgpguuBn+o)2pY;3&2)COR!qn z;~UQ<29)=!x+-XbLJ!{F4(pGIJo&yGXbC1H9${H2S~D_glm`1^SELt>%>XH3?OHpN z1xy33uxrNgTre&uJkeit%yt(#vY@Z`W;vZ3fj-^DmL4HSyJ2e}Yx=aeWCck?cF2rT zdGi-~GP9geh!yTqE3Q4L^6Jt@zerrn(KX5?%cw50`lN5}6+7~CgAGf`_QU>qF z4ZeFE9ThR@8^%T01dvp6Qk~`tmZIPVs_VNX6yKR<1ozu#l0Z7d0>@_`x_IEU*X1CN zDYHtjs0IjN@22?;J}p?ld)^7K0w{a79@LnVby@Z`SqES9gG=hvQpzI{e^_-rx-@)E zlI8VJtB$U97R>P-&NB|+&&CY&HJ+=a)~(Hivav#u^EWl98lphTA>}GM=+3;cLEiFe zB9Q3KvuYR79c3SL;1OT*U7nQMdY_JPvWwD6ibpe5dLIU$yh^1hgNVO&Ya#w)>UL{+{WNj3#RH;|m-9 zxZ6|si3*Qy^0$t5>LyAwbs*>-WDdydRMip!_C(&L{SI3&5jWHbI>p8STehJVS||{B z&+2GMWg-zgw>31MjmpGYEG66G82dAG5AZcB5f-%LSXw(%q#p))ZhUS{X%JMO+) zk|zN=?P4Yo>;i_LGOo|GBlO>kv^ev@)z#XI^|%2xx3Unir3&o17D2oy1dO3=fTGJ! z++|6cmHKyzzP*1tnhK#oC{xky{l9dBquO~0OYbD}-@xQO914wkdt_ufXbA7zHd6q0 zK5B7ud3m7-4diDiTO+I`S?n{CZMpV)fc$FE{PK>nO(xC6odPozr61#)eLl8o*^gAAJro?IR_b^E6cQB&$v96 z+t%XJ;S@(_znQmp*4SPoNj2{Y|G{Sb@o+95m}X{?J`}3gvKIrH%fTk#=(I?z(D{eGl9ySn^6in zA6&!o`Dja?@Z<0=bow{v^#NL{KMvSyv`j&B68+8zAJH*W8;2HgnveB5=CxIGhuKYuN2?cPb4Sd%4cJCc3^^D9*c-+qvL zGvEPHPe3aQf+ zI^9XMabI!w0>tT=4k_TrlBHoRa(&WBH3LU3xGZAgrfrv%Jlg*uKl#jw zfxQZXbA=7)+W70{qt{~KRHz7Qsu+t&Zq$gh%zEQ+CO5D{f52*J9h}ab`{g7Cte$&PccYeIJOkM~CQtQ{2jamJw?>D=; zXYpN3t(~O$$p+5Wn)s!P54fho!F#sxE+4whN^gyz?ID{Et7TZc*FJN5ygb3KjlglI zp-R5A2CN&)eBy!v-Lkgj<3t1`!CHDsGfzyLTj1Z!6#Rg%kMPI9GK9Ya`Q5rzN4rkr z^t}e22Y4{7zg^K~;CQxUIun)V;jLHf;I3sHJ}ex={m}Yy+2sNZLytS=+)I)h51d!w zu3YRZHO{V|^%zucdtUkEzzb}AOAYaeZP~=N2%-pouB= z&Bmmhb5>cR@(vTu^lswE^jEn&&hISWJtPo1mmYQSol9@#Q5+1Af~jnS6MAD1I>A}d zW!%9zl23&>g{U<_Er5eU}x7h;uSdO0lQ4g%|W7~YcEp-Qy!)gQbD>ffl zm5ozUEMV}DnL~q+$}|9gEUQ5SWD%pJ-4}+Hs+rc&VBuVA`kdu8j*T8RF&fr&=@cek zUk{c`38!pnibKD?YmCR(jgw22Cj}zf#@nYHseXwL{nnM7wF_-_X3~pA2mM%n!oY=1 zI`yppSo2oQ~jLAcria?}3u3*l#OJ%tTQ$ex&0u%p_&m?amtIs*SM^ zH4!&_?SzapS568{KUzktKhD2~2KtqY^E6n|Xy<)QT>y7%qd3jVjyera1<#9r{`e@g z6wRoh_!My!f86jyo0^lF49ZkOgc=D?CUn6#i6lff_v(Dm{2x#&jgS}u44!riE`kcN z&ntdQcm{WrzI1FJovfe%*c)4)Ek<%}X)kxn*S@7?5tAgILoOOXXi! zD1br*Fx~YyoWR_BPOd;Dpl#5%NRS`@I!kr93pIv-Lf1Vg1VYsgA!?ji9NQ{vwE^at zbmMvtw^me9lZaF6&6+cB^~Mf))|U28a4kE&s&=aLV0t zka=^*iZ1%?SApJU$f5+d>=?gT{xi3_#cPMDGP&&*n)op{^Q9d~qu3Pg@+ESn1^=yq zCzVa;?u{TvTsg~r^NEjoCm$cYEsdmhzA=#2%$}1YeSHzXW=hKP5l9uG`l}6m?KQ3|_YQwc}t=vxw)LSp9f7 zvfUviqgn+a@<8B7z*XU`>+n>JC=62``KS!}Q&kw5oP~xpS*!wh$%u^gW+KlY=ThIV zt$4hYzvYpAO9ceu7&0c^IlV`{PC&-c?(rF?-u^ItIsoJ)angz-*X0}8MW}t1UiU8E zWqhHEAn5ChY6osM31ifM&s8Hp#aO{}h}2y<5q_`H%ZQ^u0G=fLSum$#rOtJ?Od9xn z5431%_}Q6*IuqZvPh?l8|D>Et6b6*E}!Du1o z%<|wm+ul64H>vqV+3f3G3lUnd6L(xbVjc+bop>T1zmDbR1qwUNM`0MRPwLLhH@3T} zhBQ|_Xi8OGo?DDa2P(#8Tw0N>^s zrZ#$BUQ&)Zqk2CIJTQ{z&&5QYquO&;&PS3NPVLHKIZvyl@poL$A>9sJki~q>p;#jZ zQ}E`q?zi#(6gNO`E5DN2!Wq{8Oc(elYGOeTOR+m5rqw6m5s?LJvb^F(>f!vIkJl>C zvZS1N3qM*23dar^So^(!bNF`OSBMF*uMe+g>nw_5+!KdeS2<(|`D{&{HW2aDU1c63 z4+=Y_=z+G0k8Wdp#e|1HH33y|n}+=>MMQLq-w;fR{)l)2*6m(rNu9N#K8uT{Rk)7B zez*h+G1x_hcBP7>i%T4uB`d6lci+RJaSKW`I{`A6mGK7zOD&HMXY9bcy2`Qq74LluWoRv+@8uuwE4FR$07^i$zXbY_TT`=uEfFgD zl1u~)lBI)u(5L$ac$PnSA5&g1lYLtW#h6rK%%hF|Hb?lrKA53eaU1>Tq-fqd^^nC$@ zDz>su50sHIBhq%DftnS0#Ndc8G@@sHV(IXI3SGtkDz_tGE)l*Du@U`U>uPL{uVuqh z;n})e^opAS+7LtZA$=m`h`rwcXLd4+BGoPV=u7j6)7fArzp5&`o6h#-zSSC+Bo%J} zAfY3_+jVOyz``P20xzwLznj2A4WCDhxu|y&E)}2L6qwn4X1%qXumbldinCIom-E2a ztOvh*wu(tQUT`dY`~b*Ve#U?5I%_}WLUC>De+*SXDN(vivBkZ_)#V zCT|c#Lnh^w5NW~ygpuT(a0{Py;fh@D>-8AQ@TPk&5!h6;lXZG1bE3(7gX>}_t)@8# zT9k>hnZ0Vryf&2CxF*pFsX08+u$e70B}+)Q<%mebnmv@O60RbabVWhTtP53EBxA4O zTQveBDZ**6w2G>=$D}qpC_}k6f~f_%{nLRySI5zwyr75;)}%2Bba+At3I0@g2CZ+G zp_%1Rm0^k2G75!si$qd>RFO37w8Yjn>DuE z5ja(kzfrgpev7P$bdbS*@Xum8-r-aMOUizX1L1$dmz8X>>D*i1e-74f2c+|vdV|6b zn-Q$kZ2mtlTm!B*_igI|%vQLGot|XRfBB~q8DXAF>7u|-)}53PH!rM_FS zwx2TkaQC}N9dtJeQ>L?qCUXUZn#&~lDU4lx8pY z+s@oQpGoT*(QohF4?X0x-22jIaw|iEo|eVRO^-%;P4ZL_yJeVT2$-aUv&%`r<{iVR z1R+=kWXqYtuDvoTqNUZ#)@IL41;sH1MnoW}e!FGjv%wvBI$rCFw&-4a#eJgbod>Ph zzmrht?oje|0ggg=L-~BRAf-J@lzrNYMD6o=|^`2>7JwNg_Rk1p+YX1~aj4U3(_ zxzb-V8On(xPnX`#B4uMsWMKW?zj(UBymG))}G4s za4_Ox`GWS-O`Qh+Mvv`mm#ZdIPS8!zz0hk9CI4O(t3EjKT@O5YX zQ`}>Br-mGu0DT6scjOmI{h88C1E;OGB~Puwi9)0x`%he@1;St2?l+q11gYBPaL)Bb zhB-ge=UwenNCqG@Q*A=RwsoTNCwg_w;$>2ZE1sGkf&Jet@J*U+-F-Tr%HH#B!#{7o zVVb!CUxP}4Ao)b@Tjnds<-6DQgEEJhxT6^MIyHe=V;?#3ZqahL0o0o?9gs;WTc>s8 z={)+J_>eG}&lJ{@wgCIo|)R~=ORh>qti4e z(jhXWiHPx`s|V?l{P$5dSXkjh=_a(zpk&jxh--k$zdGwkhU4$70o3IS^wv|fK&%kR z@l|zcFiA&?6H;Vcpic{z#%b&rKtCDx``zER`);#zhRsoiRaC$T|0pu0_G0HM=iJ7< z-m+sx^LM`o)*y?F-O6wPHskbb#~v_+%H^uEJJ1+_YsGX&7k$ZooBVU9Y(Jm~4h$Wu zsEpbwqW$gNq5dr@jY3|Dps!ZDIv^&=CS<3uDcq`wxEGdPLPCq6q3nv+BtzaNMnF+Q zeO?F3!$9Wzkj*#@Jsz~mLy~|d_rli6rI?kOXg4wMM0wIX0$iFs1(o8u4d%}q`5ARN znXc(?*2{%xP7G>u%obU4s<74C5CO2(6I0fI_F*{0GTY#bH`&p5F)T+qR8(O?T%*aM z;9S2VZ7^0X6^*>q1G$O^(6)0{qZwx4FjKTd6@#&VA?dntxZ%N22sEXtv;=zq@f*7M zv)&2d*L1%i#m6Gp@!bln3N>dl%bxLsbwhGZe#Z(&tH&Wwb8^_ADN3j=QO>mT)P4Kl zZA2UhU^BhJR8sUfup>HW>T^XhHQm6uO_RlfvG0JtR&=Y=V2;%8c;BaQntLr6pLoxF z%_dPAHj1yLv;4j=OA0&%VEJ0juQ#owk*R`#hRb-c>OKF}WS!`(3eAsMcAhU(fTlr` zukARQKx#E&o`BbA=jctyxGkq{i+3Ev@C}+^pp#_$SJ$31>+lxFQa!+1!Zmnr`VV9= zPB7tECpDgA=OwhGRCQI&P~6Bs&C&;pyuF;ERANmh7~#m(}8s-*)>QHyK9gcYVvi{jcwVsCOR ztf#tptnK!PmSUPdbTcp*61|<+07ih1e85D+H-`%>b4qj-%f^vPSyS>JggY`^gkk~Z z-{V2ElfGWc&w9OKKVLj;PPtPND4VPi6j?OOT+~oy^sYc$_p#unH?3ceXYtbNJKe(5 zWJ=s>rW+dBCnqsl@X;~|Y_cpH0tzs_zzv0ThL?NjoGf9~LxW0HpdP~aK@18k|-Qct&g^VImm z|8h+nw=klH^;I1%7V@I5t+DAu+RG-q*b}VcMN(ELH@wR&`F;xe*@VJ$lae+5I&*Bo zIL)qFm#TQ`1=s1`DyEl3KQ$VG_J4;OsrzUoLX{(rGWDaPRhq??*K+xar78E6Z4@&m zpcqOI4Nf8$8@;jnW--JRM7Z)XNJmLorQYqoRYPRmm(gSE8MFMIM^9JY-#vo5USI9P z|E0xQB6ta^Y8O5nhhc?5IXK7s{(X5#ZyW1^WDM}2IAMlP`uJgOr%NukX>b1C))uBL z=#gg*{J|>Vp<8s9KHY!z`p3LL6eo6UcN}%WL@Wm_MdyVsiCpKIaG06k0Hnd}par}r z+-0%LGH9&%+m}cl)>vRTUo~US@1Z2XAc8B*2lA}VKa1_e(j1n?w|8-!Tl4qsc0rT5 z6{#z2aqW+Uy`G`tnbO?X0**=zs6d4hg{R#PSMvvOtGv@vaI^&P^Cd26+;=!tpfvT! z#o3cPcBw!U^#LGE22S~V6&yGVvV%T}#Hinbk}HzjLc@_jV#+8;x7Yb^^pZEC@3|Jb z|IO^~>Ae&jZn~BGpRuT+5ICiKX*bB$PkwQ*b#l&A;P^JAa64c`9+wyh%C(t9zl|;{ z^?WWnpR#+-57`j4yi=M%d3-{{YgZ=Oj2@h`jG8eU-){1dV-}Jm{mME78lJdYI)4Ij zCuJz`%S$GOBiANvXjf3~VF*S!6mA}2VpYN9VlO|!5zijaiIkn|VV z#!uJ27&d;7wiiAyFW>5PGoay0ZjpddK*$!EjgEJmr(UhHA-B{yL`RQH_KY&pOuN*| z|Kbz?<#ZnvpyE0G4@*6T#xXi&P%cAMhs@9+Kl~kvyU`^CDcX^|9pfnQzdQ zRqkz9*pNZ`ltWY2cH4gc87fwfpze-WQjrqWHGfAKbe8#`cmWy z{vkL(t(f6F@SUrPO-dz8mBi0}Q{6g!9{M=q3q)b<@^}NoW%nmz#NXZ)=`@?FbMO?jX#Rqm{7t*hKfp*Ab^?@ zG=O%O-^DegP6+a(kSjANqtbh2(J<-Dmh-(XHN~*`3egd0txGlT_;i=#7Kf!cld5~UACyaObh|ABJlK0Id18jy~RSjOpz3&3dm2_PArZ7oS^PHGnT9Bap(A%q?1;; zVJl{$M`*azG(tf*cmUESQ^t`LWOp$H3xPSg&77%Z=av5@p0UaseCTA#Ix&p5{yGl! z00i};v@czB>6BN%X;*T#sj-u>fV`Q5iPCV-C{ z#dnbu`=(vlg=43QD^;&bZbPJyh$I5Z5LSz0s`okC=s0Y9U0O7HPH{VjlA5_KBI3zQ zb_U7uS{3l>gqSif`>|ZDo@&(bCmz0|5YeCE#RR@heqV&0w=F`{;9!ZMra6T95oX_hwZvGaR}uX^?CORqfwO`7uivAC zSCUB6A(6>YdT=b7c5g^PLRTjz(KMnreyfrAX29k+|Mg@-$An!Nf&r9o2BT6 z&*H)h{xDFl{uTn+TViweKrP}9#^NLLe8zsk@)i%pO-mMCD4P0N!e;P9YimklNJ6Cj=&0BG;XTC1jy4h-ok!!fQ19%_IymD{)29hnbi|E?l_WsQpr z+TuyQpY3(FiIf2#KSntSnS}j{ZXZ@Hw!>H9P_nqQ6^ zu4r*cmAM9xRk$JUOxwkX2^J_*hXrDGF!0`wnuXT zmxRt!g%S>H!;FRWUPg#JZ?av6FVOyIWZ!uT1?m#E`x5{sktbS+4}Ua8wCN9iz-(~W@kJPb14D#I=+E08XT67^JL^SiZ z;wBGQXujHzL|i>>)+g`tYX76{)?dVm{3CBV*?c{a?&=>TraP0THBPU1a-YSa<5#b& zfSI&+%tMxcLuGI>>VZJ6T+z_x|ErN7jDJQ^{Ou)wGvib&q9&^|GZ$XI07YZeQ}JQ! z#C_$QDB}q^Hl%^wbfXq$>5_UC3=-HkO50+L`6&lqMI*Kp%KN;5bTd7XU^bi-zD_iA zW_lqsO+PprM3=bk(!)bq@wUgUArl%O@}z8t*Qq*x*H}%YWquisQLP99Z6~AWF_Yy6 zZ)NY~2!JIXoU8_wU}sRcviT^rFZ}>mf%gDhi=?|iGVd^|@Qrhzmj zv=j3pPFU+Sp@T!2EQ;0#r+ov4G?%?0n6el#AvRu*O5^GS~zkWyM z??K0mE$Mo^zGCwK?L||%#M2~#B4B=|Y``-0y9joNH9Z~War0p0A>q{_lmJm_i)F2U z*2a261^==wuCM{=QY!vELsR62;UbTfwsrtaNbenukUu!T&S7H$jZ8E^1gJ9;e^9Mn zt5W96DliSLN(R%}b1|`u2Z#l{^8y{Pi22vzd-xWEB}Q^#j{1EVz!yS3GHsQeHww35 z5?k24x>KTszf5|8l&ss{MeMr=tpTo}Q9iVgc+U&-fEYsu3JC?c=mIh3fVPu{=;FlV zp@!V^Ead0dCN&WQJxo=8C1d$sy-m3>n8<*8wHz8oGwvFA6f0}p+1HVAdB*ciufH+V z=_Oj+_qt4;6SJ@m-2uV-6gvCR^uI~~{2B-Kv2Fs49xhRhw{v-qS;yt645x8BlKqqU zio>WaOy~66b6M1{zf^k8p<28vmg4-3D+P_0rWN6i?e6z};4>2X2$m?RcFOuZY0;5B z#SEgjit?OoIrmhvG`I*1o_D27t962PjzzJ{yD@LKH?R5YI7lcD*rsY?wnIY}Ie2q@ z^?*GSXfwu_&J!vbbHocu2bn*}%b%@2)Gp{YuoaF#{pQnC${pNcQkuC#YF$#E`${4U zDGp#rK|(%((_Maiv^`9Odr^THw7zXV1_~Hw<$+^(D_Rxcq-P|Nf7|94xawb=NhRzm zE39|TM;dq;fx6rat2>^;*hP<8o4C}&!mg5^f`UqfPC~jQviRspIcX1=th_FH@R^I}H8W zw=(%mV7C6E*Y4ptK&4ca^9hrJ3Y$>yW^nh&Ewd{iJI~TWFG5^DK*e~MC7EfTjVEYp z`H*#J^VQdSvr@F`8=CsQ)zTVU`R`m_uVQfyGy7NUt^}biM3&=ya%3`WZ{xJnR|(@B zjZK5O3myWviX})W&-bKZm+OoVHZ1)vRTtp^wDfDKtb4xur*~dlW0{YH%gh)!X!k(- ztlpPrmS5Qnb~tmM^MjvWHj71|=-V3g<2x>Brg1pZB^)zy1gRR4O(f0h7LpW#?O8wD z#b~DN*8$9IRq#Lv8-#~R(u1?SYxH3wN!@KDLq{rwQ{4>(#p%#9 z5)cM4{E+v2wH#s0&;BOjNST1SU%AR0IHksLa2g=x_xWTfltzx;?#MkWRE8OPb3$#M0g!s6s z{MeFA86A&TIu=No2xIFjY^K;S9q@Xy-CJ+eN^H?scSewKk8Su;E}p6dxGZi24UxC| z4#m6{5J>4-;1n{iSgD{mBHiXDaMx^_PO)@=1gf6e9toCx+Fj&MpZ>U%WU6Z2rkceM zJ0)Wyrmx1F6==G@-g@PZ(cm?NkJvb<$N=h?7&xG?sW+mNkMc8Enn zN`rE`p{U7Ds@UFsuwSlJKF(D2k1fdq$%B{$8`|!Dz0GyEIjKNoC|G!hV#KX9hI(nW~%OI%gd%z=a>9w5$BT9Ugwq8&aGYz*D6)^ z-pdB~6dtqne1C(r3(ruC(5ZHd==L`kbJWw@f@z*Un>1g^oUJsF3Ml=&U%)6M@&twP zU4`P4+~pzVuxDJFA1;XiO|GP%DEM3Fo+;0Eu`8hCbmHSuwNOSf8kqwiB?(nk&nF@0 z^~l-J+Ueqr6}Xvidt>-MXDFCyC_Zxpw~RbUSQI15Ozt_teS}H^Q$6a^BleC+Uns zgSgyQdFG`O3lroijfx(%23Lm*5t}V*9m(qcq^tcR)eZ{&2V(!=kcCq88$plAc~AVS zL)0Kj;??w1ry?m*FbJ;pDmuC0nq_zJeUO_L;)*aeWXw5XanWE6%J{B8Czkizhqj0mCFjR&*5Z_PXEwavXa!aFkXw zxU`-E6yG5*B#-gJcQAFOOU}vDNTCL3y}_7cmsB%TnE|v~naIpsq1s&*f!>X=GPYZa zdR;BDQs_!7jQVH*QSfYbV#LbwgW5xLdIwO8-Pi(YZovY+qRzW&GF=E}K7-w+!`Dhfd@>II4BTdemyvqbWKyo^9@+jjkX$puMP`0>7?k z>-;g$zz<@CEqbZVd`RDV9V(c+zm->ra!OLoxve-Cu!~UoQu*ZJPAUU~ZW-~BcCleE1;Y8b^Huhtg)OdZQ*E60Wh4*nsAae84m@zy7#nc)?l+@x}Rh z#x5BN*a;iFybuI8JQreveH+-;G}oNvf49OE(`#crt!S;6RsRg8p1*LZqIzcIN&yFE z{rZ}SJ(b6S{(%3Qj%7pETm{yDWnyhbS8YZO@2HY0YFzXqmycb2ny1K9bbeC+H@cwi zI+bEd3J8-NkCgGgj+!t^uUxB*%rJt497YTbsjS7po-IITh1QHNCPN(G20zs!e&8z) zV-ETISe7m?N2XhLRtW)|4B&*|2CFnPs8Q9l`$JOX_y8~v+4Ij+nnGx_C+D%l^Fh(> zaDJRupu&QaPkQY$Yd*${#?mZr=gyCiT{@sdh&K~>#mv#>@wnS+#UN6zP&jdN`0iLZ zR<#PGlR?teoa5-3cHUUFYb6Ngi^u+_AxDNwMgg~1$jtz;W*{KZ zT;TiGdMJ{HT^%JP?XS(z0&XF_)1OFp-spZc>s^W|B5nG0yqVo2q^&V$&&UIGysEFS zP*aW`>-PEccO8cqCE5Fl>1?0pAFFuQZYx?)wf7h_=|be4qFfrBcn01I(R%xdl>05! z)z#*Z}Osz)SVf0bgp#j$tUSlK!SgcZH{X@|#7#_T18cD8&*;?4zB@-1Jsx4i0y zbl&_VLqSRlA#^v)Ialv%IPx|Y5hvg_)zuzhMdE}xd0@^F+rs^Hfw#~$IOa zZ?$z4@3=u(xA0O*3p20=ggSk!kTj(A?fEpl9o99|hbV*qfe;Y!SvE4Qz#xC-U|~&@ zbGH^z83bm^BZcyqlC75YCltERU(w@&jkkt3LD~qv%P<|MAkYlbG(5~F9W;M4L$+G} z8NBy!`!(9qKKH2sYYvJBz`W*p5Cy+f#f*>&^I}ekgQ|cfiPT*l8uMTDPKWN$Rdud@ zi)sVJSE!eJV?ho(t&na>h%+PZNhwX*IHiS?-^9@@-!ql2tP4u0+Uxl?maBo4GF*2( z*RFzai#%v&;S zr7#o_fwi8Vb2?hJTlXi>OlN_>KDRCm1$E_?(q!96`U&Hp^Kd zH{3j01w}jfFYuFYe;2N- z=4@gsB2}Fn_YA2(*ulG|PPWG!)r0ukX-HHDg|)P2b1ECz?GqidQH)5a(zE64BeS!T z_$|u4MUh+yB?%s=zf|YT*6Eb=&A1>E%k6x0ZwiEQgPuN?ChuFFO_Hev-NI+}ocVjJ zcg~9F-w>YoiMMrtsZIrGAXrj){_HXL-Lj7DboOVwHNt>Ciq3h!YZiC6N$*hd;QEeV z#lJQs*pj%tm4%B)|1d2QM=27M9lQ2pyl4+T3=F^v3Hu+*Whff`=|zy~+YalOOzc)| z2_HUw8=Y zNj%UU1fsi#%}%}BT2ii&L4(ltN6H|Tu);3c^s<2)dY5XeEG`E7$)b;MdZN><=oa1Z z@Qens9fKeUHVzP2CTJLzQEU8%nZ=t2Gt4rpGk8Gw5mg;PNsCgAGm@t1u`^&Y0SHW( z(U3655vD$gD$ZQ4?{h|!XVMv9X5cKg3!AtOwNt>FZ~N%@9p~-pL*apWoT`vTG5$&IV<6HX2 zh!CO+-Ma`Ssu*PD4;@N_+WvXyZ!Qp0$a>?TPgAB38}4yG??S)M>D^4_nV& zRBvY+p{~b@whnrtyK41o_W)TDreo-WZebe!K!PO+rh7CA0dc0F;oN(cTHY?S41yhP z{xn8Wf#~RTQYdul<1~tSJ0&@@Vmg~mO{2x|8@&oCb!HwKc`%=WRn9;{J&d~5L!%?c z{>9~IwDwK0J`Nw?==lM1LDl%y-z&mdK0gNT*p*7~(T{3lKh2(-9ZRW;OO)Wrd zaov^eL+)!QjD)f;uT1GXL{EOk6VCgT^&MFyUa52lFO8BctyO%hV<9CvymM#uyj`2L zDYPKq6ztDoWCBT|3gPEMJCt%8@QqYSxK@O!LKkxVUqs0{S+MP>i7zc1#9PzO0!Rr} zIB(jR$e*z`zB5qwqrbxb_nOHs-6^j~2|1^4B@41+mQexL&y2+etk8f6EGI`T)zo5g zYeKH@y>0p4iL0e<957~v17cPrYHo@~l_dum%PJOMn;<6a0(AUc`73#fpAa zd97QLFp=;u!xOGGjSyCTFGQ?camf+Q7Pd&s78~taL8ge1m1grf&1Pv!&d1vo+?1Ln zVfsp$8e7XWM_2oFsHSK$wf!uZ9>&A#)djA^FJ^VY7rrFRbK=Bm7MI81Xo;s#*?rly zDk;msvAJG6{6xhhXq5XOI_^45(I;TgWxn)7h>B~bUXrl{hUc1MV~xcAAsX)#zJ(_t zy%JFP&i(2$cb^_gjj4(N1{2j~vcUq3qy)0NmbOZ}hOg?Z(CrOXM&ozqp)>npO#;b- zq~%DYD1DGYpg-T|AU0+z8r3V&1@*wROP^bj;o7B*UP;_4i(-eGcRyspbf1aKLWKA) z4@@{nC>^ zFYV7-_j7!=HGYSTJleku_{BAH3wS^~gMhL1pl~#Ff}UQss*;ZH%~W_OyoeNOy;`vQ z5GlQpltYpAtI2rs&u0TVtIbLiUvtrAbP0lbf);C!*3F-VdgI1@8ChK{eWcJ++F?Rw zaVRcq@;buPxa|Wv0uI#T^4{O1Pt&G9&CMW&;+CUA1J?Q5HkmN2*iVLY226!-gv>DG zQ-Y#RMPOJA+7u0m^As`s` zXAMUJM!%FXZ9MT0Gf+IJ!pkK2Q0z4Bcym>|7K%M0`-T~8oA}sqUK3LOX+k^t+Ni<~ z;_JD4nyo@lr+7}%QPx^ZRJpho@1JS*4ePOEZBQX_MI;@{6f)N|`#*7rLRC>C*e@nm zZK5c6v1dy`u*WRyYk zt+JsPOP>S0A{JACNy2%AFyY9PL6!EMP>LrML28hRd~FGl>h(+*e!(_}Z2>_D6OxB_ zxhfcFW)iDh4Tr>!fJelaY2ljy$qwfbQeo*yj#+ZY`^BJK@gO@LKIuTL!+Bu9L^U6a zO|}Dvj9#aM&4|H(mb#?@b}$4rgHkISLqweg z`wR1r@MLG_XeNlh0g_5A8M^UvZ&;o1P|zM+-_q>s<=lTjLZc)#8nk?^S+8vwQaZ{< zh6G!zH=#(jTHcKZzIPF#4Atjivz>Vj2;o41;hY2UxquMXEb&X)Z^(zE==6?pHfP07 z&lL}gCgrZ0olr30f^MjM5L^iK3F;5GtU+E6o2tAxs-S58WBCW>;^1?ZC^5}a?H63A z12)vtenRyiJznOm1$aZGH@2RlPGBs~VMI)iR;*sKl@W|<^I_ECkdD?7YQ3avs+qv7 zAH%Cs!?^@=Th2d%=#l%r)BXgUx<u>Hel`ua_{RfV2J3*@>s2YsJr^P6b-Epy6#X%+twS?+R2l}fwR?Tcf&?kC9CghTAlG(5qs;Wh047)=od z7u4{uoMz%gH}y@j!RY-G^;KmT{yG_7A)7pJS8BC3BpuA(j3w#O=}p~SqFO4AnUyf) z{Nj_@7VSjm^N;j~4P*X?bJ)C$Mb@IvTiV84&fOOHt|2@Wn7?tt$?I9<;jo4@gx*gq zMVS-Fws&UGgY@T`O%3oQQP;07&7kchTi8p07{Dpl)h_JNY?PNNi8sb~Oh#o&N zrr{L}YutK(Av6Tar2=%b*wfxFb_Jx3O9Nx6f7!c=nS3D#mvvJ+2BE5v5 z&^Z6#*`l+Kgk;{EQ%WkTeV#POl=_6-ZF++AIs{N&(1c-D-C3#Ez8@cpFslzE6_|D& zP}MTkE7u5yi8c%rF%Yox2N2JjN1eaMebP`YkG5O!&ui9XWJf>i^5&&eX>f})S@{P& z-e_4+UeR$)logFAS|0*m@CdD7KIwMo^GeXww;_m)3NCDN&fJwQJ{ zB?R&pD7K@qjL|$~BMYa650Z}m$t$!uscbxUG{7-_@%#igE&K(@2csusCb};LO-r2H-nM>aN;p4 z_+f#+D*B|COcA2grb5+65RK3(jU0%v`GTa%PVMzhgI!3{m|4X z2^z@%-&Mu{3cOuYHG$Ql`IB88E8kr2U1>O2h*w&$&qI@s)}g=(F`=-+(gac9@#!I` z_c%nEj*$jhjd;CE<^XhcTrBBs%4mIe)&$~Aoa^xKQikfgxx$F%8RGi1_j~u-v!7gf zNNC}yD@yv366lcZHio9(zHe8B9+)m@Ct4mqe0x0kRnB|>CoIYDehjDu>dV$$o>P0kETLYD9vL@jSKd?UO;q39B}PrmzBD-|&?DynL82Z0iYBEhZD?j}5iWGb zdO4;#f403Ob~@r+kGlr&=xLM3q)Cr8S_-Vb@`KsWoHTX1e@GOm*mFSJ>iZj4f|nam zxwz6r(LP*4_~=mO7m6&t z4Y93Nw*rd#EO-}#YdYB*&A{OS=r}eVVD>o`9k`x#bi)}F7J`?QPsSKxPq;gw6o*_! zLanPxm!1PJzQ7U-)sd)&^N3rgTO`kNxb^#Wygo)n&oWBw1>q$r1Kvu7<}zSDxI1+T zjMhFw*Pdv`P!0T1daXp)Cr&R{{Mi_%maxen%)DptN9%iNfo1(S<8>3wCX8K2GR9Ut ztIm!s`baQ-4#dlI)QFRMmXN!Um)_*Rl@;ZUJkk6&moyTIv&-f~QTv9Qrnrc(%@0B3 z-1XmuyK15uhk+bLt&4u%xRLLr>ydApZS9ddgdFLHgA~Fkl3M`f$F89ofVri+}{v8IWZ!xZz zdV5zOau8I|6Ist8CEftb?ld{3n8#eCdZsUWA;r*rzby7>wwg1 z)G^AaSN@}sup-?B7|Ndq$Lh1q#bK~|N7fzgA}ucfbt3y0>{dO(7X6P3pF6HpMcUs* zuP~J?dFEGZ)VsbJR+yG;hLAN7*y5`Yn#`#1e9Whd8n1ML(LG1dVq5&zcM%f7B^acj zGLcYqa+OMR0Hst7GKr3m%HN2veU;glKJgR-?gd!p%8$;)NBR%;gy=yNs9V@^yh#2; zkC}sNxKx;6Qw*kuXe0)i@GdomCT)fX(DcNi=8ryAX2UI|GFLw$-&OftM_-+(eQ`j* z!n(!dK022C=bY+vXbGcl8D)cegV?~cbCGcws0bFe#mkme zzo^AVs3$q4MR1>YDY8EN863(lNzUxiFhBIckX1YH*i8rEG-{}+0dq7LRf=2gKMR@% zS5tlFbBag`_@{4qwruv$sOJ|lqQt@3KUMVE7C<9|`|RLeAQshnlM1ld7j&5pgZ?zf z>0lUja!6|f3U0}bLP$q65j7{Laih(z1x&~=98LLol{%BK|j+w4xYbHq}Z6SKn;P0o=$|H+&tX)pJsbL z?=};;B>260I8J)l?(L6v;!f-185l>YhZYJI)qM22otIqnw@>o5UMRfK^kS`w45Q>l zmUwB5biOqa)40-o|dgP>;8%E<& zj*qVEj*@u()PFb~E7=30^#SoEP4jETaG5*H;W+6i*#H5#FJN888Y3ZPT=+j)O9QFk zkbHofhZ)#7c|ANHl}8R&=i6^%uE)ZmIbLLdYqU@^8E8Mh<-iNpav1p0PK4U(0pOkW zIyHu)7-Wp#Vhjj<*G*^I_OQ`y1zqlIoueu&N)A7pcn@^yu%V6Pd{IvT%rtlH6-)VD zEFKEpV;*JT>U+)wAh2$=P-Jc$(1o=Qho?dppws;$6?HJ(OCX$b)5szbf3-+X;Fbui zda-Y!)5%lA2BzrInqkA^imQgGwb)bIB-xH2$EKmgA}Xg+=RXk;_!f&|aL&ED_04)b z%>mSfI)DSWDHVv_f-eI2g6rWXjyPd~y@*$wr}3N#`KRD6z9zv+=TIqnw1CZ46z&)7 zn63Hp_Cd)3%ek{4=-@mJh+QH9xp+tgD_$rk#MhUG1h^_MLzR|e09M0JAxA5S(;Se> z@4b?eBeVoWN@8qD(D*143t8(qTia9f{PI(f1+{+`#qY=~iOk3tJ#@LJR2|@XU;gG% z%vSf)>)um^wA1McnJq)PN$){>2%MVdfD0l=w|zH#5gRtXU%-h!Yjz6!36()jPo5ts zq2ry`Yt~*~)or$)DDqP0VLTlgoj6&KRg~V83f&cR*`>US`eH)Gc2}pW3@@ooS&|{( zE;oN%3;>FXBcRq}7(2Nf9j)*#Nwy9l+Q6}J*&IWQmk!W}BSiN2QcA3`Qzz%qA0jjF za~fO=CXHy$2alfc1~L=M7?g6G+IWg`-m@F=k?$!LB4Z4cPiO6)0cqv>mXNhrqT{n3 zy#6Ah8dY4uqQfKpCTdF^?NlQzx9!BuG>1q$Yf&>{uicBL?v7g!#Mf~S2@T0hnyvHvh>TR_vG#S>`C|63Z`;WL90cgil(RJ;a? z4R)nQ0j34_0wK##UjfzJ70tq!B;*Um?Xqkdi)IMbOeU|$UI@A!dh>>La>hgQwS=4| z-j-Qm%hXy{X!8{fl{~`&xXtp3c?4@tutJ`W_2nM6?+DAg=58W9u;n~c`i-l-@2buI zI6K;rlr^5+7Z=RA@8d=Y7xHPk1_}b(m;ngP9&eLF zRGSyVmrXX~L+TaebdCzhZ?^f|wjG^wJP2=KK$waJy116q`SPk87w;C9}C6{_3`-GDRy~XPI=*bh(xNDQj zP~wYQL@tKKV@gArRfnY69NpSU;#}0f|6U#EeeB|76vca{Hx3d$9S|&48%Y-l!92x7 z1}Vr$1Aa&T*5X2`Wl2~lX?W>#!WjT9X@h*=gY9fT!HjW8t7y`^GaxF}=v~FzR7xB6 zUa!aN-8&hwEO^PmNe=fjpt<4mrI*Ut&Y21qP&9OhX_j>fL6bD_rZgw_`k64by&tav znM+J4wtJl8*OkVjF5Ezur{B`N|2uP~WCm&YNu#KE3m^;^lhID7c;Z%!5HSXo>qXuR zTn#c2MXe?ob|!T3s|0pQF`1sZMUiUg#XlTnMXZ!)3i%8y7+B^JA`jgp+|H)}itEt~ zR$h%`DvNZF3y4b$0uL8ek3L_*XZJ9_3re2@)_gj+|M8Mm93ePy0ITjL@j z{2(^>#tAtF?(DFn741rTdPr6xLH;aqUNRr8vFE#P7O0CkU-MM&?|wwl%*w znmlH2lRI>)w_F2iE#ihUb!4i?Q*R$TA>k8|B(9i#r1C^(u)UiNAAjf-wa6XlB811T z!^nQIq8cvxrh_}AO$o!E7O#A!wEUI)T`l)O7eL%VzKA5YMB;&F1RU7rInPE?Mgu*s zH@O?AW^wJ%5fk0E@_}D{((gj85tl9HxVKEi#f*!Cqu5|*Wa?)9j16I$d=mE>y&oMhZ9)l<)A zyQp~l;387`{Q(z4BNU~kL(utPw4a;rAcl8=Syqp8oyvUz&YHlh;7zC)0 z2ju@}%dFO~x~PH~w(V}qiE7Ieu*58miIOS$6x&b%j}ivk@Dx`VFL47j2K9;&2U_uQ z5s+3p7o#!u(P}P2uATua39VrY(k>sBJ{&yG}iX2wW!3hgbhSU06+JpaxD6Ndk+%6G>W{y#R~?!%v_!7s%|c_kF=F(y);CM_iR)<p&?%2tV|9CK_+&~$6X4mBaC{1*??Hon z{js`YsuC`0v1-(HeQSK$0#Xp3IcjR(=^>su>P?IXrm}7UctxrY+yYb=6{Gcy-8GrE ziYT15?ywp7PFWzA)ZNv#p)9s~JXI}7Q%m3M8@{QvaVu_WYj9t>QB_%kcK54*7JJ!B zFl+fCg~d=%CZ)pAeU%_LGlMyRYj}~vi_Gh8H;*E$Gapm>(&8ah_yA>Juf<9u^&$G$ zimg1b9Q4ixT!$iGrvXKC+2Oz+Z|cx=_`ogR`C1jZ9@ALZI9{2dN3V=yLB5u0 zKmo$?=$ww(BwjW|ad$&=Z$(I)8S0Agv*t#ZzfFCz8_d2g|GO71h9PI#9Wm^-9v@b) zCkf-hanY-R8}e}A&aX6rC6|WG$@>KcD_U<#uk%-jQZsU4{>G8hQ6oKTG$LxKfeJe z%^+N!2`*^Ai(VMjMTC2>Y*p+(mb7YkjDOnSfgciGy0fS$t5(RMkl5hGMN)6uq)Z^a znrrsYPp4_~XAV_L#6PQiG1YjIP^`*gyza8PxNK50BaXxXi6vdjn~lCdKpY-n6)_;u ziH2-Zy{y`Kc@HMliTYM(UkzIOkx4&i<8y9G7v2d+N+RQpb$^!oBOKd^NxyeY=hTT~ zpn)qr@PHJ{wEwTF(b!!g5Qj&aRIhW2?&=)Gxw7J^Ci(a!ED6$wUP-dy<+>c|7UwG; zQq9bbGc;CfB-YNJ;J0K-qt6E?9rky-ab(At=P+QuL>MwuDRn*=s+lW7xPz?0?UuDe zwV`e+2#Y}AFL8*e(_eFW!xI!$F7)5qfo=R10?H?#E1^hWB)(YPklP$;aS$6qgpTOs z*VHr@t6m3M1opA({mPSE>fw1^MZyR)@pqBN*tl(U-`?)tB~DW8SIac z6r_4!yp^Y<#>CRw0$;-O5K=@$mW4JX@bRk2fzt`y2Z3-7TJ(2LBH z{YKx-pECO{!YgJl^NqA3)z4hDK`kTWEXk}B*v}){^Rr%l&|UiV->ljdSH>Sg%c({A<4rf16xM=Bxy&@OoARHI%3lL4y4827LsPN;P= zoufytiqe>mr+C5U{`C2<=j9l>XVR_C$1u)E=I4O_Lgo1ErSEQGO7X;*`iSkG*ad;1 zWoK_lRSG*RARd0^?T1mAjJYuma_=U{}l*_C%mQur=B!QsGv4<{nQkO%NS3s@pZbDM+Z<98`m&$umK7 zlD}s6VrTInL`tY!beNuOSw&H{j0|-@p-c!Qk=c0#jja^XMHzt%aM4KLMA1teDqyk? ztv-ZgONUEO?3gP?Y*xEolWj}90BJH=s_DH%daEZ=-F1@yn@O?k5 z9We0xu%9iu<_AeRfxxu z?#=ZVr3zryoe#@wOEj#+h>UnybU-IKYoX0^Fv|HhHSAFgJekJ5Qp z^~p#S&4<{4I@a!-6DasPb$jZyT+Do5j{DwQE1Heat5*10KMV&fReg|V&Cv7K|5p%4 z8l9Nv?{C5q=)PV5L`}V#ce^nU8`-u+x4r8{%OH-n?! z)|@=8#7Z=ACCu!Qyo}70-3idoN{uS=(vod$*z0}uNSA=5p$H|=g`!~t*$Ulr@w_v1 z9@!eB*eR}c&JK|)r(5y|pB3F?BYBlG=jqpM`A4v>^1uAPY&7 zm&w$yE(tV>8ax?>gnsrk6z?=UkUxaxVqA5coN)!932=5<4jxxme#wcVO|u$ z{Y3Mhva6MnZ9T;RYRHzM1+4BBIFOH-MqRb_G^upyDI`dGYY@a+5J`Kw@#kS#m~Vdq z3FmcXxZ|F)!eB3cexS>Q8qGPUwzY50mUw&*JUn68h2>m9NCrW#D@WP7dMJHW%*?Ag zL6|fiV>B}7A@6JP2IfvV{R9=j`N63d&w}AcF)WRv8n3g+Wr16TnmIkr}IC$dayQ6klWgTUG00wj{yoJ zYx_Jvwiwy$mtc~h<>cH|GUioc3A`-9no-876*W;An)cRfh_{5zM)LQ$Z$-;AGV#_o z`&ic%hXy9!S-zss!Q%kc)caLr0szl{=<4FU+mG7gfHtHZenqi@Ls0RvpLpjEQfr&~ z2*F&`Esp~GHv2C*>2HHXpD)5V-FVsAw z=%hOU*5TO*>?IE+F&?^N2w@scr7QGTXUa$>yb#7i;*R|R8){!NmtZ#i@Xtg;HJMID?FSy4YXF*38NdmL{^(?&BRqFU$M`U_JoJo1h1unEJ9hx$|D6YFS|YY@s?5D=4ke8tJQd_8*-f zunMIi+bO@3_sh@Uy&fdHj?j$8$!Q4sg4{bF(~or$?y@{?qPaQ_1HQ)W+t3|E2`7Uz zMl3*UJ{sK5xly07o)q`2^^0E$ClXy9ci}BZ=?Xad+I;B_JD`Eia$&Tbk9R~S_g?Fc z?{zN46bvF4u*QP=;y|xLfU9KyyGMWu5_|W_juiA#D%A_`_Ntr0+K-(w;_IVEnI#EO z+Pdo*l5JD&A~~I5k!%~NR%dWm>5|`){->U zs{|>ZSEmtqwh|4N)BsBfP8Ue>k4R9`q2?V z-z!51|M!eR|9F=BtK=3I4!!sb;wlLC^e1!3#y4Wr&}B#WA(wvXVmN*vFD8>FIO^i> z@l8$1oE8maq6&buf*<;&RSt|QYE#SZ6hsZEnY3>})jPF<&8>F$u5FU0-N!4tb|s8W z)*lqVYM>O|j53e)n=_{p@V?zz!|Ds9SP33PaQc$tK{OuJQ*)O zPk*7vRChD5zpV2dI3_ir!P~Ip1y_h(8x_vkJi;@9r*bDqRG{;6hPR%+O`ISlpP0|7 z&?XkyG-PP;rKfw%p;Yjl`FA)$Ks7F!_LTvt4%43iq)@n2H*->^?Ie3y|Ihjxw{t1p zMK>$aMg+LRL#N8EU<4LH>sci0mjUH@m_9>?6rT82DB9S~}2 zyIlzMZ)k)p6|--0s}>ki^|;!fRYtmUVDQSAKEZ&$9YHGvJClBA5a9?+VFnNY8WA>m zwCwfLF%?(`1;cUePi_8yn>vu9pyHj(VlWJb zPrj*m!dE`gM{E(Sxqsf6^Txwm2YSyLc&#Rki&wXIco{`?RmoL4HF%rEE>L|A91V9J zkteWIccqNeXTX~L=+j{1Tk^E}(Xa~)ns!a3o6`UE_j7^@P*MSR($SU}&(dR3WVgLXD literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif b/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_20m.tif new file mode 100644 index 0000000000000000000000000000000000000000..24b48e6fd3487f823f2aabe148a6dd3aa4d7e568 GIT binary patch literal 43720 zcmZ^}W2|UF)3&*7+qP}nwr%Td+qP|;ZQHhO+s2&d`QDklGs&z@cU`%ws#ntM$4aVN zQj!V)0ssI25dZ)X7y$4e@%)>B|BHeCG1xzCk`T57F z|D*pW2kn0t`X8hJPt3_b#`#~ly#I@p{xRr(^8f&p|M7qJAo%wJxF8q+;D1c>j{}2Y z{;P}p_5%O_2LJ&1 zKm6}t{;L6j)Q6${#}82-1`dD*0QT?000P7k1Hk;py8D6r*HRLziz^dwun^D_sH(^k zc-q^U5->B#dH)~P8-Svj{u@9e;1z(fZZI!33}}N#v*KqP_}z`tBl1_v^fZDE&B2eq zs}*%HomUoS5)KA&gX@g~7sg@%K`%NQ$T zZ|Kj!(ZRVSzk!$*BL4a+U+2@?c^9{_yIe(!C%Ur|{>g~?0^f89kf8u3R~Dm2CRknO ztvn@7s*6~cgx&XaaROYxB2IcCP%C3^0F-KD8-9F{+zs9gh>3s0oxG?FtERBSYb%Kn z%hMpU$MAZ;7ta%(2zi}6eC=O*PB%#0h3d6r;UfD_JZAMlh+`a9hZthgl0 z?|D*z**<=dUl(&?K+CBFai;}pF+AC)U;QN5L9NV`bALgL%h~wjJL}{ix-n+8qw_y_ zmNab!T1$D}27Jd0?b0LM90Xv5V4ZDnkig}hdux4YZ5V$UDkwaOXpDe6&lnmLLxIm4 zF0(0;VQxfpb4ZuUip}2|iId8AIH5`q(-v#su9Xx+tBGltr%dqpx$YkxJ8J|Xbx$5w zH@z^u=w1~wu~i%!;Jxq3+`=R|=;FpVqjhWH`Ti!=8Kohpg?y5Y zfjC9qO->L$n=inZ4+!njs?6NAZ6KQmGM^m`igT(_Nw7yBG|kk&;@)WtVu>GpMfjAB zeJyU2UKb=v!hIJ>qcMg;LL3DrA;aB0KZvLIzb9Oz={83D%g9+{IVD!CFBMlM_a*CJ z_aDkXfA98h^Z-D|57L?K0fM((?)X-3Cc>@wd|(x~9@7v3ANx~kk5i%AaXh;SUH&NZ zaDJbaSU}Wsm&RwlgSUF%C{~~H00~p#4$t_xoiw%|72JXB4u+P7k90j;D=O-w3krub7=nvQ&ZT%|m;zT)p*tK`ju}WGc1t|D5AZBKdJ`|6}RSa?4XUz#yldw`r=&VoZFv2w|M5N}8iRYs`Je zdV;D{2Yi;(rqeB&O-u>{Es0hoJcUWx-<&i)CAF<|BUqWPt4EH-VZ-$9$`yzWvk#iO zmU6gHG2h;rl)@2=oScs($d6pkS~yvbEIo*1bQRNb3|q|4SlNE5IIc4r04)Iu0w}Ll zfR69TGmOJiyH4%0+V3_>o>w{%Q$H_LJS5A(t{p-SCNnqPA#}ae)B|mBp_LL43bjTJ z!>oC6?6SmOw+qDD{Rdvk9EeQ@KYY}# z0?Ci<*STEt;gt6bCP-IGeFN3;gxzgv0Z}$4S|q&`l)J~=!y{9@Og*0N&|^4p##@d& zVT-{VoU$3MHK6G;5k@p_L%rb!no85WIBNto4Wnz??VXPc;7Yd$3MM`U%*by&Cpldq?v0FYut-oyrl`|`;(N}+Z} z&@t3OoT|N+D|*2pHZia?pXFxvT4Rhw!7GE!HrDFOt(f62J9n^K6YsleLGIS88l4@Az(quLP7&($LIVAUXT+o(5&cD(6UZxz=Ht98X=w%YHK65jr~3% zq39+|n_l>rb^=QBC8_@Q?`mzg%bU!`go_4<>$p}5We}JiP12Tc%f`gx)40y6FXw@m zzFfyj=NRDm2VHAzOYTEm{hP+?{M%8b)5bIb=;<5zPm zIO>cFtRoc_o8SO}Sc$IRb>YF}i8)GZy-~5i?V)lV2$rXzEO!JsRfMMYItDEAE!5K| zZ76`i+~VGK3ygtntC?qaZr4NuYn8U}tVI<7gFxF>d-JWfum^%{Q%;s6nGEUq4pHpJ zhFpkXF_1^v`5F84L4G)Xoi*t-t1_7RtlFYfVC5 z^lPsg#WEmuuxl6!WiS3qMXskE$^QeR$*msF*uFgh4S5 zuuA(@1jMhA?y6Xd$d`Jnk*pc_aeD>MacEJp!R83e)@AKaLHX{U-Ca|gJ^d^7#cC2W zpDXnfx{1uJ>jwZT$zbUZi2dnQz0G{z#zAQ?gPEC%V>fEvtuI0d+;JsGs4b=8kd>tf z{BZxKp-qZu%*6ff0zMBQ^&*6g!(#>joh?Q6CuT?Bd z&!GxiWMcl)tcp9nxbcd*M_S#r@i+s!5@HePthnLY^{KDk#N#XX>h-ZhuEZi_{@@|< z;#uWaLMJY2kvufn&0P2xPh5P@SAmtBt%36Ja^VU*cXao#=q-9W4{=X^6slmI0oPpM zV`z44leMOssmG96gC?lnMuXJ=V^c?tQj!M8i}ldBTf_@PB?ycUu~8+0QPMykyO)c` z(=vZnqxmsr&J@u6HYma<3NB9`1E63~h-@;}l#wRa-#nAGRAUo)LP_XC2m$GVY=Kwl zD(i@D!zboTj;~iTHestd-c&x(BbN9_Y@DauRs4A-mC>wKRMW{Ru2F^$?!I@;N3u)9 zlpW{0P7v9axkvsHFos0NsdSGYYASmp-&<`brs)7wMtNoVcQ%-kWfLUG^Wf=1Xioh^ z5cPYfp~99ND{breA`!$ZER&wmL3tSxEHYq&H8i1{y^pRJq~^h#yY{|l4{){;{HR_D zH$hKG4SVrV96E>8I6eBQ$J?&@_;f5C>}&OKd7jK$4IgkYw2tB98t=m`|2r-xk%`L7<|fbX8=tV~^0a%aP_ z$R>ZVR8-Pop6(BS`lI))20vqFUq#wuOx8;Yh(1Q^N+h8ex?vZx+)}n&BVh!>aJtzl^u)!N8cbv`?V?9HV7(5HQZ37Au;X_? zvV;sjL4v-h9GG<6V#zfH@$fFm9IMlSKwM(#E`S4pN4EQ|Z$fglNtE)uBP(H_V~$e` zI94chscA5ymZ@mRSV9!m`F8^l1~q;v9Ie`1!i8Dck0UFuSugL>4}tQhq%$#dSh!-6 zl8YDH91YsM^K*rybo?h*5}HS!l=ysw(t-JTO$87fiD>&+ud#*R6B2imr@+AQzB>Ge zDHeLv(rh=Qqxj5GMA2Jpn#AY;rY!fk(xK{p#p8B~h zZE;8%57Y9D!@+IIrUx?|>ZTdNsdOl|xjNqfdV5NI!N&1C69J=g9??kAjg6wMwScAq z_!Gb&X1H4+=x|XQG?>|S+_q|F4W>-(yDR}BT9u`iWDYUCGKZZ$L&_h)&M|sUJG?lI z2$*P0*|3w|9KrWTq#{`*Cl0k5Q_JChJK{7W`8w}SZxX5rz{E+|`;_Z56<~@R12qCk zl{~TMo!vtWq@=DH!RF)w<3(@@c{wuJs%rGB+KZMqy3(I+oDo6h{riRRZ?_#3x7{iU zW^EE5agsynFkTew>QOsT+FN+Fa?~cAg%AOcxe7_U&~{{?N(mp)jvO$^eLidJC-ys& zqAH>vXmb+|b)h5qu4k8CHwi92j}l?YWm^=NF3zH4MpjGOr&QcN31v}`TW}WkUGjy>%C)oSJz01vCZC#x3sLk}uAkhen z;Cx|ID~39sA7`PK$aN@2V35g`?y6rU%m4*ykfAjHcGGRsWzu0y6Eol+me~zC%-FnE z%uPzW0eksxnqSBXF26r2Qf>^dgb->5;`~_6xBIF)enrehZX{JJB_{P{b|$Fs!pclE zOe7iQ%Enlg=(23hgcMe|`TqIC?qV5~^7`Hy#aHDndnBqg!MKOPVSTEmtzfLCxfWJE z(SJsuVU;c5Ls3pPRx1J@CodZlVO=aQXvgX5QWp;15p@&Wd$0ab=Rr62S(zUGguwu& zSsCzG*%yIe<5BvO{$|m zF-KX2CMcx;-KlRK!DW@bA8Q0*aD%?`i{m_bo|>rO#?Exo?xA{V!+jo<%te*pS!&x@ z(`Zg~u}cWVlnYfQF3DaukiApe@^;D`3M~Cpk#v%b_Bw7?R`9?G>A_KSt+Y~2L>TMK z13JoW*Ki?k4a7K0Q|bowm33$nv38JOg5+R)mpAfvT!E_dJ*byTCHj~?con;E^X*rG z4ktob-_5nk%@wac zHB?dsOQI*K&K&%Vhlh;qFNjCU5Le7DLewV2^AD&H`H{>H$h~~^D#tADE4E7yApbUV zPP>)huC3ndf$Z3K%+%GAFE%dS8?-ch?edD`8PDEVMH*OlzN$)rAsu!?GsWevhTc9M zHxM1U9LrW{DL~t+V6zRgdIA}B!2&MHS@H)1_R30TAp=CBND+GXynVBO(fV1@i)2PQ zbU`^)o6GJpozFBh?-DU)_PK_sYO3NeS3N-^91U zu<78DoRX4BUH5*i#d?Q>Pb)?P0#wx!&^axF&shJ;6_GvF5S}RUWoMMkX_-M}B#2le z=645}3)10WY z%AS)(mQqs=8a$BN111O9-xlh8F6)578EQV*f>5%7_(xO?1sDaOP7-(NK`H9hN|j8rU2$X;#|23d(O|<>Wgl7?qfXO*MN;!uvyxR=fLjZD{*o5NVoF zi?)ufz(eYqNj~GocJ%ECnqHs9S`wk58KT!{-c#u!aj+bL#E#Qm?e4qOZ^rSs{18l( zorI4)Jwg$~9}v9{+aJneetohgQh-~NJRvA|+&>#D2{7~>-^(WWkoa@U3A1YbmK#|` z%_exhY>xxXdy`w!TFeo<7d2}bXsOmFeZI%w;IAVO3qelWfeh7RzW0j$hu1k7y_dZq zZRC~U0#$@Vi+3Ul&b|ack;{Q7I|utb$q}fU5(UJ}+nQp^V zd_zFN!Hab(E#&!ByMqWXr@l1|{t0?&j$0e=SFe0RK)?W@(Bcm>`aRz7PFFJ$lIr}V z3s}PW*ODyoAlcFebeX_owx)MCl9j>U!of?SgwYjCuMYL=mh=Yyx%Zx>MV~xe0a)WVAXVRuP&I&UY2^5)3qxZGZ zw@s*S%;9L7O;Tn|HbC9+p1ud$m*@AWy(;k{%&;0u{V1GN;#iqTg-zwC?nj1a?N4OJ zeCobW!CdR3eZRB&G`nb`O|xVbt@JkdA?|5`QsdxYOA@>QFEEAMZjW7o$`gDU_rkaX zwT|hdJc)Jh$a~VE@q`MA6LJo?ga?@%ZqaBx5$s??#M(X?R_O||#{n7mXY6Pzx22be zXhXACzH6Ej2AWaovoEI-7^*`8@{#x5=%_Ac&s%i`<)pTDVe(7t@yW&_fUuAvaHcaP zzVc62CTSyg)m!y(4eY=~$(NRXp>=ETbU(FU2Zo62k`OMZi5aV!rgfW>k4~~%pz{olgj}pBS{RO7+Ulv?0tA|9clsTAu^Pb zP@}#4*4D%b5uM4xsFn|9>`mL`eqXlH%S}9Zn>e&kSxHtz&f_eu)L1ND8Z!6y$zhs! zYyFVGXTAw$!|hXXl#dm^NS-b|EK?(O0pbWK-_=E_ z3dXf8v31tA-getp85)p(oG!;|LESYGi2#@XN<*)EJrZNbtaQq4LkvQxpD(XuIC6|F z{oyKnB zysN5{NttZr&rN)~&(W1~qK%Ae3gFsNBzJFD$r6Rgp8vH&=ODxOE3Ipok( z+R{Hgn81#=zKAqfF^J0%LNYt>^m|`_>+Bo59vb{)kL9MT5DohJgwzL&lflOi2*@K3 z6{MDk+JbY)oOf^p+W9vzeLZs zGjm~9FZ@AYrm1_wdVDj1NI9ZLhqy{9!h_H}{Nu|Niup zFQp*Fv4tR?QxYxLa-fak`o(unSLoG&5Bshm}7_Q{XE>m;qK)$HRwz$l0#x9@=fJSixsux<(=K%wIVjYz3IzU)7N4 zkp&GXQ7qW%dG-zqOnQW>u<<=RZE0SyHvGr;1qV^;l>?mS;HZ9|(LdqxyOfz@s6OlE%KQ&k9TZlwd!o`Wa%4s(t8TEN z+XccgMAa-^|D~hemOYaIfl#uBAF}Ih|N3sP#5SXG;`*2sTl;VM6oVi^f{F$)(USq> zSJ0S+;}~dTFaH~YA`wNxwR1OE*~A+`Xhg_&Nq`rAE*D@%%2jX{y_8^pf8#Ft)1#@` zp(K57Nxf==kVKi63a2{c%f^;dCQqgtX=mD!jgG|VRs?c<1hOkFGYC%5ym``9umWXw z9NWE3;y2miu{FTUkPbREK%CNIwd{F^S-<+?rQaSZ3Zeq8`JFpBq9{6%Rg{~WW!ue5 zhD1!B6M^%UyqM!l7n5}t_HMtzXW-hWr-R4Jwqd~+7I;N7gV-IpkP-Nxr;^uxXBrCZ z0$ux3HPZIIT@GUjs>sy9vD%xDj4TE^D;>762=fsIvJo$dr)1PBdChBZYfttkY|uBaCL<{ z)u2tQICgK>TB`?vB@@tlAfvud@iY&AYHO${IH%FTe26+&zt=g?`7!`tL|U~JFmnT1 zfhuw{ZGvJCOG>NoK9G76lWZ&jSIBPslO{us)hC=$B1q78w@Ud~Dzw0`3dv~+|I0?l zGK#Oj0a<+y9wB!w1Pf8bmuiDr#`~~*bOYHPw&0{YeSEhSrw$#H&x|Hh^ASznSH{+r z5KqGw5lCr$JHWrpvTC{Y+qZ%o?&2<`Bt~5?$bneUS?L9)STTa`JQoyqO0&Jc?9C}T zcA(2X(U!v$PM)En{)$Tyy`m6|{s1WmoyKG>o}VrH)znb__w`Y%-^iz>t$bDiTQk1p^8zUy%-Q`1EMgtlz9uq6@TebJW+X35!))X*+_WKN)dSJeQ<~a zMf`>065Xy_ZK3U;MU*sC-x}+>vZC1dg~D5_Ifb8M%Hou5cAX%eGbooE$4#y+&5!!7*_4vFC3r~J;h0J&4Uku&V z)^1%KZM=7}P_2al8ya=_*joC{&r;@Xf-tVeeaR%) zl?o9!3#_1Hvr)EMO)r+P{KMGPay;oQuEyCM7tPJCRAt%{vn>7saaz)FU}M=K`0rV% z+vVDAeO^}uxab#-<~+$ZDx$4yJOCHT`H!w8HH^c8SpChyGZ1GXB-LGdu3~yQ-HqO* zo{9j>{#8R|0{35d+gaeNJt3*#&)1Tmy`UV{ViqVQs>0HV*%-?7*N69_f=`o1vOD0- zoZhD6lh~rttlR*r3qnn1)-_nZT&P^R2uFDByx@s~`{a68$<2MdZmP*7zKwDv)uEr( z9aZct3&Th!DjKxb$6lBk(l(R4o}ZM&ih<9s{dMx_DWIXM-($s2dVf8q7?Xv4F|~}DI$!Ni=RB*?{%WTd zr1YHwg0gtQ86Ij!zUUl31T$4vjteaBW%Ln~-<4^T<-RH#EvZ03aQ^H{>f;aeUb>+5 zH$1dpnBpK4^8^#n0Xwtp;sPrG3nOu&x;dFq`}($#o-g;4v_&zk*6D3$Y2xZ#s>;HDwCZP2nJt5bNV&rcB>psc<&t&2qrMq}O56Lxg3t_fCD{VvBIYd4xQW zeSoRc?13HKPJMpzv)y;;t`c_tS^QHngS3*=md7v_;#bCIwNSzj+&e{9m~sMOa=jVOdjAkkw-6oLOz&I>6W4uau9 z%uRp|^1bIqMc`h;dW>(M&wFiQ4U!z4QT#XZx@G!t+^oIpnIaYRVfq^gX)H6 zPxL#KfwxI$3eZCX9(R zbPC~yKqP*12GejOu{ z&C$MhUxcs`NScbUU(?Ez39f2T|7z9;N2^~YAa5p>7lveL|Jvr-5v@l!HNeQ|cP;Pb zf$}mCq$8txOz!Xk6OCFdBAs9G;sJOd07E_zVrMuH&FnK5;~ZQU`~)lc(v@@L`-*6m z(_CSB#ZZ_({+2#^#xjR18xlvk8xY?7n8KDT`0Pf*R1(hLe9k-LbxEf+HBX;BnyI9! zQmZ1g`RtZvq}4^IIee=Wb*Xwaw1d9+k?v{Siz+cZsi;pf!$`9LTijc7S-|0Y51}F- z&6~F^ubRKr)#=N^SDrt6WeRbp(yqpWACV$jyqv1dNu!nXGbz`TJKHM5I(7#-&p!D;mB^e0Ki6o^sKI>m4aIN2pte7C|~B z%kc?vc>578%_Hs2%b^a3h7)T zLQ)BhcuB2#Nz*xuG8Ug;YgPrAm=X8yy;?a9-s?hsO}b5i(cmQ`ZfJevQ(?N)QC6&x zv!A3@fp=GS)s-*0DHa6H*3ClWI>->;9b7&r9ybl^u|zp^$1HT$`RWup7n<09GLI(6 zGrPReemEjFC!2?iKJ{AtVu{9NyNPA5u$SD_FZ?jYK-uqZFF@$tZ8&!Hf&iFvVe7o} z!*y%umoY0jmy*?Z3Rs(IB@q%hQW1Z|xPj$+cDsSc{=Aj;ReO0P0&|`x^t^-@KVD&dVv51|oEN zQGwqzJ03l7ML{LR3QYbb$B(TP=6K{|rf>bpE&oc9X&m*L;D+9Pna)jFRK)RlnR6ZH z)J9h3M_dcd?WSS-V2ltscw+5Wzth^U-NauN@BqZ_mg1$=vc(_2`_b-xWa3(y zU83l7xCp55WEy1Hy!fY4UVkt_u0L)1@5kx|3W8TM6i+`0cLpn9_)eMT6Js-JfBUsL zm^jdnG?c}N{9kQ#jaLyi(mO&=`N{_PzY_@qp=2l|#q0bYFw+F4_fvrDR0hOExdkqD zCUzJ|tJmHUA=s|0){&Uvui`@4T8^&@Nv)A+_p;UVVLJYyC@b<2SWM#z1jNAC%{1;gi%ehuXV;a?o=oRTa7zm*|O)2?xWfT85CVnz(F{LRT#Y~3S&;%?&4&sh4j`yr2N7& zSIDFLXVVB?{6&NwmyIpD+?Gr5xzevnyXX9I?XRk-|bdGoxFac0xgP%2@YC zGpA36C4VAo-5|RtAdlD-d*Xn@G&+?39PmX2X%7O^2V=YY{W+j~zXTP=rwk8S9W;Gv zsE1)}jL-Bhc`end1oy^Hw)RA!NL9Jzd}yT)`V>8}vd(skfq{JqO%Qtpk<6Mu|j|pgVzfvgc^!76>EX0xV&q!JqIt4K*KAW^AAP6q*y(AxA;D2 zItULUk)jafid-(qbs5fwo|_sAxVvp(w{#^(6f^-1mR46+jmN9X-*Y?=2`>QEiw?9t zoOdU!Q~+-m1^t_;i^%q8zsE{mH`r!K0`s%O4NY1SeGk?+@V(f+n@>CKkLA~BV6OwM z^xA9RN1NKmz(D^8u0KqpdP`MW7s*>(UEsS?Dy5bw1nYYj-{#nRv3Wh#HNJfA{)j>I zZr)tuCh=g^u0Xi;nIon&cu4}{&FVliDe4Vuc3XgcdCUmR6JE_+GCvvADAevxOe8F) z^;qpQ1Gb!*G+H2=4d>#H10HKOZw=P{C2gIn1Go%-nw8c=PISzVJovbz;Idu^vR#n0 zv%ER5TsFzP6;5BrUDY)F>x^R8`^=9nTv}-g-z{tak7&{~5ewT%?JpV)*J@g%_USDm z=j5D$$Wud=+#Q7^}Ftay#en78Y?fb6e6eypwRQGk8|B`36WW}&QNp26om<+=e*nIl(L+K0#)esk0XAc>EA8UE3aca(Dklg zbt?t_-VZlCCV{I1y5V(23NZr5H;iI>JIAxZ#vIx37I*SJ4)~v1}qfbAr^2 z(Y394o}E`yMvljQllB6TtSs2sz_L?zqGJ_p!gabcLjd$-=%?pxIE;XcW{YY?bth_e zWhFKH`U8yNk_hezE+~0sj_?*Yp@^e`YUgi-K9V8Jq+K)ATxQ$z&_kvl%fla z5burOuy)AfEQD{QG%^HMM8t(*F12J}t7pmg3ZxRup~?LuXbb0;sKvyh%Ev-Mr)RN2 zmml1LRpaLv!k&IbzS~+ubf+nHC#z5^*9}@*_$joQ>&%spTM?NU?_rM{YyZ20>M_t* z@(49m67hC$GbYav-GsKbEC|LeGL@mMK_OzyiJH zQ>wUpcn|+s80c4K<11DP^ud#8Q+G~$@~eYM+#?KSDDCPmxeRT2Y50}y=MqRrYVjDR z6yW+a@aT0-a!}8*(lH{;-^5~6IWWznI_J*LnFb4zMk{6zI%FF3#lzI z2{E8HUIX5KWwf})X7b48Sp~)*AqB-&hQjC|oDeG8cM<0&`Ii;aRsZR?*dVCHOgS%H z$X@$=_QHxKMZ)q%%Nb$57^xj~p@|yy0Db`=NeLQ_P()T4ynJBnnG^;FE6at#pLG5l z&oZ%^Ndiih1w#MQW7Sn!g6I$4GCpWchL=b937{ODN-{t_oFyif2Q8qmE^8^lK{VH{ z8FgsrOvX{1QVx6cD2Xxx3!?bbyrQLHf0Vg)-gT>Ezj{Kw?$Me$zjKim6U253T%36V zFzr!qoCn~$--2?!2WdT$rQS$4)X_7jL;8wu3jlC@eKONluUZ_|49rb)%r-Q44%Ij| z3j8{s?N>>7gz_rBs-5?8q7?@Wu7pf4N^V+}8%u!mOlGl=QdF!Q&c+t&Q>RmfX8&mU zU_^NzqMJwH3G(BMWwPlLK~<{^heWb4QZWvvj7E!j#e_*v1Wj_k z;X7*I=bdW35u_G8HK^6agz&$#Y8XtfH{XY#YhTSdXgA05n8vVB0pu-HgFv^&Ae5LR zYRXVOWURHK_q1143es>Pg{xaLayw(Vem3M~4p9fUlg?}qvg?+*#mckl%m#T4sT#9u zSzXH#XS&l?)#EEnJ}Xb-`mtImIyjw9@hMT)qV%|*5x-un^8-O>bu2d7mSX= zY70i+++z18+V}p1G+&AO{f`-_>g$I~y1%O3(q(%Uf*}?EI@upLbYzAx3keFQkmM zglc(2shIM*+I&_6{_sy)P1b~YGgq|0iCtoOQ$P(TOg+&MsjKv_*^rM|P=ZV_)cUZF z4rZ_!4YQpqjcp=@ZJ_tSxhHB`-`$_WSpGJ?Y%U>>)|tR7s5Xmwao6ID%%4QJ?IL_X6-za3!6)q*f;cCCn`U8w z?v|Zo`CEnon7DpZv$U5zrRAh$$C_Hxm*C>%Tjm|aphaEx-A_9s1CF(mQ8|T|BYu5L zX#w8NOFALe0!X5pPIAkLaL1O7bl8xcGNGi@Qfe67ta%>2#vIajB+nwZUSYj zGaveI5N+KCPS7G2Lg8L1;Lf__AY}HC9o-FOgD9H|2!tu$kbKFo2T<*XdamapmNrt| zC12X|t?et-aBP`xcl6kVR5X|(iJZ>9I&jBzclY-`{K=#^xSuR&-sjKe9@C#gIpjqK zGFMUsY%taf-X&tHwTKgaJIoo8LvgwVO$h{MaZy3`_T!;9Ln-OfRBy}v2J2=nSJ_c& zO~Pg58?)!gUs|xz)KBU0I;)KsX2MW4hNYwAusdS3aVq|%(*M}2N1>pR0saInXnQ?? zT$sdT^V=L3wSy7Wt48h~PKEH``gae#R8((G1=O4K?*#ZBDNyjUKOStW9XPVtvxIhU zWEV7Z?AZGL1=#VN+ub5KLTQSAm5Fk3-FZ@I8G3T82q>`~+7B?)lj79F7>1#FT57)& z3E!9c9`|>ss__b$I-kltJZl=ksjKVa6KIawpJCbKsOGDdV@@@7=DdL4S+=t_*M$(0 zw)r}lBlg*uav^hGh0Dde|)gZKoz_Ja`9(fjq7!H*td?&x(Ch z#~X@)si_UPN>7fv_};@$`As3gjs(L(Bd2N`{UBW^{BDZ5_H(3yc}<%2i#6zHbi@Nh zjdmA)l-=YqQpFOA(K^JOrl)T)R{o;v&4<;x?2Pu6F0Fxt!R4W$Bo!bAlkaR|gQwq3P$9($&sB zCpN*+wWTRTCfA1QA=5Y2u>X0C}a#pEsfV{@LtDl;ryCx5*T1Au|bym zUPVS$+f!46?0eUZW@H&s5EJNHfp%Z z7&HbnpS{s0Ns&8)`^mkOitbS6`-)Nt@r9#)6(pNy$VEqp!5}jW3%{UZU&7NvceSpr zp1V3osbX*sPrtd+e#PZoqLS>3VVMw_ZW@2TmPaMUjPK*G+Z zmJ;Z{6Fx}ML_<8SUmlG0Z5fY84hT8;2=L9*Se#8@ute3CO{j>&#tJp9nlQe`%z}33 zNcVPaBH81@I0vd&bsHjj7%h}ol*q6L0}=gZY=(;!o(fPjjE7PPF!kU0=%$&VN#i9< z2#z0UU=3^!?h=Zh$@^5#^^{WDs`R8Dd|s{Uy!^15`l(GgNSxvQvr+Wv`tsVB zopgS_zK)RJ`jZ#Oi4XDR4~mLs1^WW5nAHixM)|ku3kcpS)V$vj3yP<{o6PIt56Y*PDoF7Fq6*{9j!W>Ts}Rx=EUaAgB&?i6D<3MfLu*EJAg(tF z@0x(fV<*%zl%ovBu8GZ>Xx4wWPhX2mdxhGOW=n`kHdR-O1nOt?NLr4W;6KglU`r}6 zQZ(Td({}a}KsfaG8m1J;yF`ZH5A6ov$hj8}{J8%DxzG<|q7QETs|TtiJbrmaus^n% zq*oDa9y{U`9TraivN(+~kqud0*y%o82PS^ZV+V}l$8;O{mL05XK}UqgllPQX_MMy- zJzF+lz61T~UtfMhEJLN)6bL+KUiBCD`F@L~T&&6!wY`gRAYPvmpY~Lu(tu8wDw&UB zlo#;^#Bykan`s*c=_QkOB~MZ_=f&svE2`+tu);Xle#oYE2V@Ay+VMp;#RzpuEyGQq z*m}E>+2p#f402mgzuBoZLg72bePk{a&8TJx69x1gexq=1TCA#s9?<30;%vKsuyUkx zeZZro=JB@R>Urz!(ZP-l-b!wPt7OtXExes!{FM)2C$xk;#)DJs`eX)Km9~RYU3qnY z>!R0rdM^x6m=Xqf@ll7rf~9xM)}e5FO`!DiD;i`pEUOWC??c!QPy{au+(=8kv+ph! zlO_RXpPB$ieW43bxvXQRIpbq1$C1SkiaWVW%$BR>e{7ndm06Q{i5M$*5b5hhqW`#{ zil4qMMUN5>>MPt2e`hJu#Q6F7H>7+&s;+;=6NbnF3r}^@Tkd{_gGdqghC;O(m^Eju zQ|BcX{MpcFb7w20Uf=<+Igky)5eiCA33FR;w)KytXXJX+ZCY*7S30Jm5_u1@Mk3{p z{*WLaHU7?ZGMvVtAF@)^X2Uw{n4_?mJMHSo)uM4{cF2)iV$37Y?YwZ28lXej2v=^v1$5y=KPDOmGnCJoqVo8 zP1yrM-7!lC(9t-zvEXJ3^hO6AJ|cLGGkn=V4?^X-g{VrS`0D%KGkC`Eakokvnn-}q zYumIJ^LWp_UtO}_!A7=;9cE`0Zw0R&hW{!h>CIxO1>47wP~mKX9fB2q`URXXB>`z@ zWoL(87aVy?y38XS5HeL@mg3_{_NwsWbKOcSP`V#0GHJc17{z%U8T5_@ z`kHTK^Wz{3?@TG5h`gn?DeVn~$ugB!0WGO*iQL0wv=}U-ndeT=xVJ@1QiAEX*Kp*S zBtlZ6MsnqkV#8&5sd!BpA0EKm!{oi9j?j+mrTAFt=a^`$J2JGC#3yxhjMRIAm9*2e z?3UriP$;S#>0*!T_KT3swY8u(L#HG1nu$1Kj;&LCzY?K#O-{vIX<+L_$V5IwQqHy+ zSz^YknLSQo{Q)@i1uDq$rgrDW^{w=ufz-HC%dRjRyCR5ZWAj^9WV!2>oxo3FTQ|*n z>U^sF)UM6Tc{I6g^g4!b83 zO~}A<+h}71Id#L_8tZnjQaRw=w*jx9qE)wxO}y}g0f>{>hU{I-|LUuq6ho5c(vds5 zO4%i&b01T1vS7~*BnKWK^ysodLL3F%8ww_9*$lX7HQq;o4*})t1ABX^-V3Xqzc4P6 z3kB2D6MiYS7stPMO!aj~aL*lAXR4ohz;T!RMFwlWH&rX7CSJ^V1DHFc^xDM2rmqsp z0lSZhVN4MfV??FZE2WoS{eK$YP1!8?nOA(~TS?m+OHPvq?7EQDb8O{o1z?B%*$6W9 zkBfEnR*K7HV+vC9ChE{c{!BFGLFOo-Q2V$jTN{z++@rLD z(B)|f9GQ)?UQi9Pa*jPu6+qNFl?ig zEc!}X4ojq1;i8j?Gw++T%}Orlt^9Puh?n<4Hw3;U-VqaHTZ9`wWB`wvqOsf3nKZ;= zpmh1Ml#i)$iU|!C)v#WRgi7iek?6oa{os0rwZ;TsC1j{8ViqaVvgnWo9)w0!zDPII zZ_xP)eAawT5R-x7arAfVvB49XKkhU(drM-q-S!1zsOsXY<{E|cop5 zOAr4C9oG*n*|hM5hSs^uksSYIU}S6y?u(TGCl?_Ps7Y8nT+|BtRO}6Mo9K2ZQS{}i z6PPHjDgqW>wk)XN#@8x$*XA~kw*)c;#sxqt!_QRA*<#*11`j~9%rC3OMl^0wZI3xN zPn0}&yS5C4OXwVa$otg^BhRRn8#0(M+3Q$3L%nhYF<-U~fNgUAAec)=doSf+A zLH!cPgaaY0iL@A?AODcigPKSYqQuOHiI*jp7t%`h@%f*lq#gkTo}4FCn+m*wLN=Q& z(C&^C;(NQZUZzlrn1NW|f%LsAvhQdN;H*vrrDT4Bmn?FCq|HPb858^Zxi5hC63F>^?ZX5((%FKW35+)>Kw(GTyh`2|_I({^WXHm#$M1eZNL^#r~r z2TSFokJ(;!E5@A43R>N!bC=7B6`z0A(9Ry~4M)>FWl|&zCnJ7UdY2UsV-mW_li6WQ zOgu&%{5<&F>=`iQs7(JA3jv$3WTD(hPBU>v@8rO(aTtLI*1NS`Gi}o;0^lu%|3?5g9wtAM9MNNjsD(>UrT-5(f zJ}nCVRe@8O@{<$bQeO($n?&l4b^3Q2bLndJY~(?ov+`e9`^M1)Es zn`SAs;>`y=9W&i#`~Rrhu2M`$#=GZLfsBp%=xDY3BoL1aBts?+|H&zIWjQ^<>3ySg z@qKk?Z&Qk1pSU*`i1`pTUDr?w29|tOX%oIGh3!dTDfsFDaq;yeB;-}1Mg9gFg(bUE zsw;Hr_c7!>jTz%cfa(51CMnZdV8?b{hdceouP0v=jWg4kgvEIVzqYb81WO*ueFc2q z$Yu1bc98D$j^(|Op&WkMv_sUWFl@ogOYRt=H)3uR*P9wz%!T;-HAh5;xV*BO`rg+ zcxuP!>8$Gpcz{%y*7lm3HjgV?{ue$6WYEk_b<(9%=8s#Vfow+1;*bU1IbTom> znigw-(i|JD*m`@N`vUG{G0vPArPrwD^ye@!kdg5!xEvC)?nRg2$x)E5l}N zYX`gK2rbD%<_agHiw6jn=R_#y8G8nQ0l_#0k|@*Iq7tU><`gN8>9CqqytsF`+`En8 z=Ln~$h`r6%G)dr=vJi{(5L{Dw@mErq^CCL&aITn8i{^o$|Fe)d0@XHPcF`hZUqP@j zO$~8Hn|`ZEjKX0oND2w%@ZsU%#JplPly#PUV@!HRS#tp9`fEvW88nyatrsU;79oXC zpWlV7NWFmx&sy$wW=f$?c2TwH*1_9UFEEFnvuXSMqJheyZgK^27sT`G%XcBhH}{KJ zh2)h$YstmxIen$Sr2ME{9fAtw+PSxd8LysiuAh_*Nsr|Aq{GTjxCw!Ut-oJ= z{wiXjJn|s|d54YQv#9{X=Uu!rM}?M-hb%vgx18c52d9r~L}Sgx$ks-<@)x_-+3i%@ z#bDUoI8oVcm_EGw`rn1>xSK&{;C;KdY}j{KqqRTdL#a!`w?3cbXH2eT>K+lmQ`?@H zxgESY_u1ucir_lSF{QAu0>O%}Dlm5vpu$ejx8Ow^US7m{+mPBLI|mm}_Pw1$H}k&L zI{b)>Vvw#tNWdJ1Wn|;*JiV|FQhK*|i=bU=l}{8?m0wTU?}p5%mv7D#pp(ZER5zv* zggNQbk5LIu&*?>(F)!lqj(|;gh35XjT?SBMtNz{Y&VV68o5|j9|3*w0RqW9F{sTq& z%A(Qj;Oi)u#~j64Y#2A!)Jn_X6gn<$`vgPuGFS5O)+?2Uy(Y%Jz^C{6XfrdU-Z(2E zLsgpZ;l!)Sj4)3a?S%>YVj-Z$^xud|+>Ji56(a2uW7lvVG#8UCDt1WV0MdI30 zyg8J9S48}Jdb*-@{^R0Sx1d2@=NrMR^FyL7*o?mltl8%EG5F39OrM3D0p3uV2l$6h zJ>{hZ_){K3dJ)4sjcRYRM5rHPMix@_(q?cbp*+?t_|+^vioKQzxC=D&1}L-nZ;UWbuQoui?7bk;mf>NcMmv-box`A(Gi2l)=w*5M}J1))4%f<0}ne|%c| z&G(Rq`p4wc5uo(m2nH_P4wBi>fhVEC{>skfWpp&jvyirvkG;sr3B7Ygjco4ZO>m>> zN`W|eqb!_}XG}8wr#I=IQjFd57&kt1Km-6l;c&LFwaRw~u%tw~??bLNr>;K_F5as!`6?8=k}GJyTU z@oru+!I=pn%4n&2>TxL#zSRv^J~VQffmR>P_f47B_V@3gGNQjRb-D^6M2siLX6v^t zc<1icMIDesLlgr#ZXyTB8R}HArCI$wJlH3nbFk8(WP8q&!Z_S&jrxtPxkfB$sjqIw(;7?>iQaJ%d6X<|iFLV1 z9))QLW3JPIR2*w)Mt^yPO-AKs_OJPV+QO-zG0r>5wUQ7&^xSG4q$96=D zSrzsopr>_(pJZy}9{@>DJ!-t{`FH4=5cQie0^=u}ZpJ*$8In?tSBdpU-pq~gO`y&i z-$*WSS7Gmz0(rw_{j+IB<&VP`-~cXt%DX(!qN1IB6|J*O68_bMXQUadeWpp+W}9sM z4-Pl0Zj&%iuHfyaGUuuWUG(4fSdAj-T{ms;@}?6ErsG~mPnwi^5zbJt@_TH$@u(|k z*bS%p1O>P(Lvm?#kNNh(hMeN`>UVL|-tD}|!D(DB(bp7Xzf_6Q8j$sy z&nWsS6f<=AN#)no5!62paXbMs)c*^dF+hcotFuL&h$i4pHc943$p>GMw%O|Astp%eG zPJJ2-_Z(}YMKk_H1jc<9yD9O9OY80LG_=v=N4FE#iDRq5_vvd1>&J7N*lHOQiDN4L za0G2dhG@*l>5jDNBUlwsB^r)u#Pf~{G8txq`)=Vft3KFvTpOxu*;Qag9j;ZTg`}aW z#H6sdIVolk1KnqTy_fI}j7&@_l({jQe{2S2tPz0mAXZYD9+!^qFwg#+GK47f-gu>h z>ZAc<2R}3Cp#3}jl=h4bb@mraLJAgxykx}^rwYsc=iHuP$}5!ECyaG*%1&+BD7|bU z$o6WGE-QG^+%XXxcqB$t-MeUxjY4hiE8lmbchn^K0S+(!_5q*n<)W?6Wj+W5i3Y3s z{H1o5SFfV_7d7@Q5n`m+q!+Rb8T=Uhk-?6ERxUb9>)SFO zV6STy(D%tKo-x7Kb_U=$FZH5__Y^>-i2G+I8AMXQruSDwCQn(M4M<`%)-Q?{;Qy>m z_zu*O(oj<`RaY>N%8GAzHm2I?pQ+VnzBwiM_0uF+Ox}a6bsg$Ju~dlzT0a;3*XiGG z5v>RQSvQL21RnD%h!)bK$#g-qiK9}yncLR3Nbv53FkjqXN`~sm^wzRaRwUUWcdo+% zbm%!S8&OeW+i1d6%#^j7dv2NTE0780hXg+3X*Tn;?;RDu4<09pO5C6Xa6`tZ9A^l$ zI*SB$n*i4l4t9 zv7Y0r+L=`jyq1ZV)Dk0ku7;6uB)5W0;5shzZ_)uqUW-7do6Ke3SN}&+Ws+PdZMu*= z0C8OPz#e&YSNVWx1|s;St>ia~|o@^4)0%VWJvARz1x6LEgC(I2cVsyLEUKxeaR#^?bdLj?jq01_>Cn&ftUUyUlE| zNdGTEnON%K%Ap!$z6nWQY#K0e_FEa2F(rw17)<-0Tvpz6kW8jMlvcEs%hA}(HnQxG zJpXdZmKF?EKah6U`S>a*Z@~UY5P%^7JG4YTlqDp%fL`p=Km8b;_#YV zy9GB$rOyZ}l93iLZ&7B95CBce{uRel?F@?1z4VWD)&g;F$+t-g#UP$rkbIzxR14Nh z)||Hq_n0LnXm*L1_3gghOHfKK6tc=3)hr{UFZa`@57x4HZtrCR)jdF-I|@9E*rHoY zI6XxgfMpd~-JqVFmhP)JTx(bGA*BZ_Xf=G2%2Z7n;9nn z0}g|I<~Y2vx}pdQ&V0`|$c()$Do-T?zi{qppKaz-|8$7G>d|97_~v;SaSf$5UviynfjdkJotgm1g?jelZ!d7va{Yg-1hyp z=XlLmM1BGg6wj|@7Iy|Q@Br^>e@*gfO?j_Lq*bW+(K(j*ksk9R#a<+*hOqY*{Tc^YXOu6JfW&|5XHL>5f4ruI zt0(_f@qkCj=wnwfpj%E+930Z7p$@EI+~h8Fkwj+QEw(GqC6(Bz{<0qB2Kh8QlS!!JTuy^EKd6CQGoA@N{F0vgh&JO<9YjWRGVU-u z`b#a-#qTS+>3P4=A1JUV5ELFqyqd6I&#jpOeyjy(&yTKcyHs%id7)(tu=VCa4ebUy zi}+ntl$dVT8Co5d*ub%zh!E`U2jF}xD|&~u!HsHVf=u!9^xFn5$b|5l&6=mPI-zg`n__EP{C3pwsod1MJf#Vm z^PUsm$>uBy_X4)CQk5HFbU$!pov-X>K*nq1B9X)wW`eE%AAs3SD+4QbWF%<%@G%Lr zg)n8cv>=O4BDB};urjr33)5^~XFbkoR2tUA6sz;1A4lw;Df7MuC4{^I-08B3RSE{g zLEzCB??X%I-WB6ADUMmQk5EO%JIjS!b3|@5lxI=}getbK)0BZ7(a1t>=uc8)@8CE-qm(&CWDp?UF<9J$5mUVTHOjVL=o|cxA+u9Men1jTMzgDHv3wj3BlON1ygs^V6yYc}5RBYYTaNbLz0Z2{0Y%|+N zE%+pZHV=gQ2?9t5|L@w+i%)emu~#5EYYejGj@zgO#At7jJJ>pR64ekE%%#8Y8wB!h zWE zZ4348^Vw`Zw!JCMZ*qmt(`M(!r^W4H^f;69*YAXQ{2?$L>y%tu3EXI@Aq?{ONcAr-Xf-TbFR z;NIU~kcWvf&lurW_$lydxmW{Ey@tUl?f2$5pt@?8w4m)!=Fx58&nZlc0jX?18BKL- zQY1Rb#p4=0>uUe56oEOt41Eo5q#xV*O6i6(Oe`8!-Y;Au(D4&Q*^Lh5TI~UnVu|*r zyjrB`ldrr%jDzm4@E-y+k)Q+>GXTs;-D{gOu2eGqPsMoN&>gB226x`2-nNx{7*sW?j2m$A#+!_6>QF3gL)_`5~E)FUF{MLmxn*QdwSvk&4`h0*L@ zDz~rLlJnHQt_-R$V2(0x{#g+IJ4!2(Qld7DT*aR!SiyW#JF^(+-!LN*LB;dfF*#Px zqiNLFyw{t_WA~wDj|4i?$L6{p`usS8dx;b()UZEuc}vr;oCr#eZ?>!bDdci6p|w4V zDM;(0B(ZgR#(8@Q0EN;4U&!E05-7^Eq55ZeQaX2kXRg-u`q5$*r9dW}=w+>`41f(# z^v0{F^k&iH@oy;xm|26ddbcR+Rhi|RUWbU~V=~u7FvD2x&6))7+*YX88ZziVjsaLG zSqiv#&Ov0|3-6-n5zBH(y>-zyYr;%;3Bm=XErh!vNPBH^~DDJAB=Em+dgUrXHJ2dUZckoIG?7c}yQ09cbW| zYlJp5uL@9|9T=%y%pSvF`0vUN5Te!!(lOXqVL(%YSYONjS6adJ8nl3TX#P`m|basp#Tx zf?Yk2V0U3+s7zm^83J`88FD+ESu6|hoU?0Hva|_F9O7<{aPB(1OI#sk3f41~yGIgV zPG2Rd>6mqevvjXG^zl0}f3AWQ+<-AbZaySupYKL7CwLBX%z-keK`r5n&+9ngxFo3q z@|nXRU0AmO%oK+}gmX$Wntf}Xj(uZgXPJ~f)>YBV_JnocrI1LQdFDd}Rx6K4jH7}T z#LGBfuSS~4pjZajVV%&IMZ2VN$|3`wW~>4sm* zZzdKlO+Lq2)HoX40V#}T1Vbnkg_%%^PUW9kdfa~BU1vNVf22~G)kpulCYI?eL!-H3 z@E)L1T6TQ1G=XPTw`~7xTuG}oukKgZSl-PgPeF;Qy5Jz_lPOzH7O6-!$Ao-%PdHr?m_8;}v36Der^Z|Fr#)qbEi6djaQp)DHS};QReS~I?@3Qq%c{*>6aB|x207TM!-_91vf6in8Bq**`c#~!xG1CqWGh#O_R3u~-gaQf3v=+vs zHzybX(O$l&n^5+2*%>2E{tiEJ*hQt4UcU59!Eh^^T*kL*1cni1>xO6q!kd40FqQ*9 zlM>#9T|R-x>E(HISeJDK5>q)PFoByzFVIDl)m2(3LIgH*`$Nbt{3LIp!8LH=+Uk0( zK*WFeSf8PJfzk#QGP)HsR(TmESRS$AD2#TVA8KBbfT9 zg3vhHhuDCu`RZ^NGg|AUhbvMhruAw)Tlk)gCFjfvVJ&;#MuUeNv-#cP?&fBwm8%_% z3KF%A0;mQaB2*IJQhBTxW+R@LBl@#L5UDR|LE(S=p4O&GEs*+1lNn+_e7z`f@oij( zxRHle85jCJZ;W2WGDup~w?!V@u7HVO`Y@VMn@q z!hW6%A6f(;Qq(67H=ZP7NdlRE4RqDdSjY2g5hxm#TgqR(HHrs60(6DlW66ZAwR^f6 zvkVe#4rxCG*%4F3BP!)C@*lv%)YoiC@0noRGlPDFtt}SU2vkl8_VC(vGbI=2!W2V- zs1*t5iN4UY&mQtXy^5KVHcJ{y76=-7aL4w~9^`on@u=X!qtwiqlK7UPNT*bf zTxh$13=`P#YPcR}kR{$s{e42xjBpd1+-A1o?t4=NI0r9m=LAJMR6cu&fv<3;&Oae7G1fST zssgdrjsil6frEhiz|GnEH)WJ|l?lize0Wh*r@cf&o+RZUz#atQG-T^ho2{UmRjJ&2 zCK4$EFb}XPRgelxRpI;baA4@cpXJ+(eTZ_@_^iOlCbtQVdu3xkZW5N3%W>k!qQ-UO z-Su&Qd#>Y8xlk2Drjw3;K2;W)wJr_j!!y;No1?x<6j_0j+!rs(a}8MSQoGJC*`2j%f3#OEF;lC zi|u->1GHhiUs=M(Ndba~Lf*{jHqMa-zvCNfB3zJk2>JPJpPD-8E zktG4Q$sOMGcpr>&%xTNEU3VvIyrp^1S+g|5TWQT$B1DgajIGDac*wnb*Vlvua8Au} zwE&DGbSw99j)2#Mr~{YD=bhUcPQzP9ig`);GP|oI`-NmBoe-!XXUwnIS9cK<2%{>{ zKBWa=f2e04R~>#){6|d6xQMTV)C|M9e0~k=1#-^@|7fbEl+AmTA)F-wTHUEupeXc| zT7)W>jNHoDs!J9q+`-raBnFwSVv=(oleed^Wxocu)%r3hZ5lpYzo?cNt!3P_g)K}9 zXV9l58x(8kHHFEZ1C9)$vs2|5(#VfCKvZ?@?fDU zxS>g$CMRrXeL^#MdD|f2@1kJRX%X7dR)n7DG_uOr5_3iyHICiCLTjU>_B0xuwNZ*} ztH$$RQ5>(f{diRI5GV2PNxuSjc}OoX7>1cJrV|q0oBh(gPj$4R4?Fvam_xl#BTAOy{lG%i3leb{y#D4^BpN zY??ZDmS^P70JLvmY%t_4q~=H4MUrA$)WCF>%KD>L7ep zT_;Q(i<>2K$u>XqCcVeRikx2`k|tivZlo6*^fS3_;mpVdFJw`>p+aOUvgxSAgz2Zk zzeEEzm~c>di;R8g&oCED@I?DqA9N4C?`|Gr%KmR9hlavOGWll%ZSuxs_m19a==FgNt+Qmo_#$=k1dxwxfTDL5S#Wa-FmaSF}*-&%-jO^BI z1*17u%HTxHXz5D-j%%6n3#o34eb_0L3d;p81aaZ@B2k1}$&FK?iv^KM+jx;d;%ROadg@U+@1v$C1T!voIoJ-%Js>4ng$#fE*0ko0zeb>BcU~JgDnvD#Wc5hr#`rBYdq(e zKhxamlZ8BHJ}yPdS{>rvr~HES#hF%Bw%1_+{Ol@b1sU@@rk^4fou@JjS$|H5(_6rO zrc$9JgKML(=vw(j+KE@E(>-33xN$v&NU52H7DvJaRkeseDj5C2 z(Lb#i?}||NLU_`&1P>=5utZvUtr5PI`>9Np%IH$yB@dh*9jFc`W!umidrK7b#@Fan z9pm*{FGL!$mE?=sdQ6P(O1z@-^?Qw3OHO=i?hG8}TW|dU1>ZWtVWWbhV-<=5hVj>y z@3~0)*DvP)=T4XvW--St0ORybN8XqBlbC*SlZg}{s1{tY2Px;>eGQ+vOXO!NZmp9l z)A>sP5gI$@*^eh(j3RU$Y97WI-qZ#S$JA2W7Ynw6I19F0Y~k*cmkFI{@B-Sp9ciVK z6m;5CSs6tRn4u$>@0U{zx4#uED1>gY9msMymM(5Y9Si`fL4%A~@Z?)!=N(9rU4}gv zSlkIR%NuGdpo{ZNUX4}md0AkX3P)csq!_CX6l`k-Ha5R6n&aJKV-!6m?FWZHXL;DO zeZ^S%P@*ewQ8g8TkB=Tgs3WM;4Dta$8l=5Jg}|Hvq`w9|KGSBc6OOpd6#fpKB_j0= z1U0tF(9PYV(I1yEawgR^u6ngu2xJ&AEivnWsCs{qWJ68XPT`}q@?b~~eto=N3f zOTA!O?f0;dm!;QdUU#T;>GgS$Uu3+m&17qqtv8bG;?vp&p!3HAS@=|3?beV{cPw`R zuCdxPL_Sih_dX7G*o9wHdFjg|3Vtf44%Z!y5@SO5GPOGR`S8Ly(<75^polgMMqjgX+2)U+=vh@OxxoUww7~L={i3Wylp#rh zbnMPcSEQgD7qr9@c?M8`s7o@PVOMp&uc@*p{r~&sEdAk*ELdf z)7`^B#VAO)n3TB`SYq6Km+eoSmf`i(k3%*PUlvzBI2^UfVUM&2KSMokS!r^Xu`*rx(m=ISl_;@8MN%N z`O)H-r%AwTB0-K7q9SXPL+yvp#yPJcoo1KV%SeFi=>9{ilvV;CkPIJr-=FvsYR+DY zlI!liwtw&>T&ziV1NwWlW+B3FfAX}y19WP9AE0VdCBpGn>Z6b~~Ey<|c zoZWPp2s=^#{`B7luc@%tm82o_z)N7JzGl4-4! zFr`7w&2su)-x;&t(k$830w#He79@Y_R@>>#T83#Vh|J`S60M|myF5DQo?Cy-alX51 za*Phw9kzH{F}&UL>U53(|Ek^{F27p+!tFhoh0|%lddl!g9am_#83xV)l&#i`6W~N? zXdzvt3gkoh@L17AmGr+9c0Va&M|;(*!T9ZOe|e2AP-W4Rf{?26mbSA{g8xS=J>ID2&C4bULhlqs#IhXo3kowG^xTIihyC{ z%miw=QU07IZI;$RG*4~DVJP^nV{u9^;@5(WiSnZV&hD6GO6_UVRpBxutqzc;AaHKN zoCqHz@R{hl^76(cbUOaAc(e2s7V#5uiAS;#67(w0p;D(`r*ATuF+?KY zaelJ9gcoiWQtb{!GtGpS+EYR+R0CHrwO@)p0jr5GeP5BgfZBcXS|{p%+MzZGVy{7) zEl_}vKL+sziFl&HzhUgTB8r+b>a#s0ecUyAM3mm6TSXJHELg}YzLWt*0q;0AhwTu_C;xgv^ zwe_({G1Y#6;oQOt)EBWJQ*Xe%$hfqNb&vtqzMs@-A$r2@Y{Hs~4^lN5N4SnmsvC#> zRJwq()@gFw1T$g>_FB#eC=I|V)MBV9g|VRv+G;{JCFZGyXi^&{7uVhd%oNsis< zVqp+2TWM@tRZa8r<}=wg?bAc+i;0YdUrOm>-S zD@ijb3~L3zryj*`w+fmL=s zhDq_@<&P^@^nP`LCxpwIyIt#wmS!3iP)CpI?}-7;N#^kM7L4v-%A>?i6W~Y%{GfB7 zO$-rkAp(2Y7Zd;OvxO$mm0VaVg1Z{5h4t*E+=~SsPbdPGQU(a7vi7-mxZe8LJKhFG)Grxmhc{`wD{$mp-}Z8b-k1OD^k z88dGS$#9dMnj`qLp(gU`#GEDz(v(?ZrK|=L=-h$Zl8oKE^=ItQXHfJ$XK3E70}26n z1NSJWh3rh#cX~v`>w@q+dN|)W%9sZJ3=<`tkWTWQ_m5ia<_d#20G%kYuI@QLk?#Q( z69uO%crdh7&vXvN8g94#RCpN12TdD!0uVnj$|PMjL)34(%@ti#@q7&u$eQXXRD!Q5 zn-EX_yhA!|=4abI&UMP}?$105LKPyTM@4iovDxrgby)+jVaT2$s~bZ>ze!ajh+HTs z(jOYUA5a6sVt0+_x4dmUWW)(8<9!Y#n%R7R&)EMIv%j37r#!w68Yqlml{-508^|*GAUmEB=sDki95!lj4C!R zwfhbh#*T2>^F!X2m<)dmyJCO=?H_ao8QNO9o$IbF`uyk7I8EciD!xiOrM_2T!)zqO zm{7FK*m@0$PEX`b8L825dv*Qit~~PAlf9vL05PwmGYIm1+Cfjl2abx%6)m|4Zm zTeUVzMK9bIBQ~MSDw>?21)Y6ea2J*w1{%HaK&!=JNwm}&#Xs7vN7k>2E4rU3*O$b6 z2f^PM9XN&jI&~MIgPyWmYI{;}vjuxqj@PCb`Y83#A*t$*kv!|$M|m`FI-pkTgj12i<)qwaS zAmHNbLYN5W_SN@u;f_9AYCWn}Fw?+ybeGR0u0CpN9GSGXyM8b;ipQ$A;G2`P_x{2x z<&K#F=Ut#jVf1-YNvMp4mr(0+H$KjDG38RJA9MH%y$QXkSp=tqL#M;);o>}(AkGddd{gH>&ZC! zLS5PY@zSFriRAfh0v4Q=8**P7-&$F`O;}jKguXLEjKz0+4Zpwc)ko0{E;>^LMFQEW&bB@ zU*~CR=jz2t1&s35l}?mKtn|bJL=%oy#~!$uqJY6-|0M<%V4(?1;ujf?MY|15nZkC2 zy7+YSgmSS5CT^FNpTTEG^M5{dQ4aP@*L?WIrJhYE%@BES6^fYPunKX8QU>=5Vs$@e z8l}bf-swI>A($B2B(((jt;+?~Ca0Z{KrB>)jS)2iF=V+8&30hfwwzr0qZn3=QwiDw zvAV8qXYSmo^>Ja$yV-az24l)ZdkRa3o?jCg_=XlHzMc~;My2MV`cD5E0K)2dti&I4r*s_@vjz~%|dC^<2p5j5bo-but z1M~0+CxraZYJnc_7VTkjVo*uKNi1M__ou^=%y$5IsaoLfKJ;OJCiFrkGJA(YR zL`8|C;r1xSGkgp_)Mp)Lwzh|jCGD95kWKN?_1$G-ZQcM05UVS^`p2ge$SgPdqL>b5 zrW-;y$DL%xpYQn_!7qH}9x}sBNyg`zY!(@?S=0=YWex-2_8fvLG-Kc!ZTik^z2G-9 zKk9hf?d&Y?n5L)vlI$S~=G{Tw(qBLs7=H}LH9mX+5K)tO0O~Aa_7Ign`F4K48ale> zyW0i=E!mRL1Q`^SD!*~2ASk)i4|5e=N~kJAIZMgCe%ISyO#$U3Sk9vC3uki3Lq;gp zs2c?G{d4F#($5JHU!D#YIh{rjVe`S*!w?E zy_$@v-4lyl#!rDn7XpLXhqt-R;tB#5G`J->i<~#+{`> z-5L0$peN5`OPriaD6$_z)!hy-5iO${X%ibs4jkaKCnv}%cilYT1VGiwT|_hP7Nc)o z=AehuC6~ZI@dM7{fw_OY)Uc!i1g(woD4_X8a5UiX)VX4Z~Y+0MZLg!^`-Eq8zCo_Kb3kvs z`{__sFYP4)=X3yH*f=`KkQ!CV%#`i^DpJ~LEhJZ zcUy*yb@T{XKom8!LgTx^)?aNeOJPd6n>3m#A}jKRoX{MQ@PNN^60{72&CjS@0LDgq=H}*0 zWbMOkSqfaAqCfQmW>sjPj=LbYlwArotLl|}*s1+PijXd?rX24^9Q6 z3544uoUMngDLB#G14a2ei?7p$n5*YXrcw{vv^-EIoZD;={OM}j;{g;1w)#8RyHd7k zv0D5@CdX*HOY`9uBSS?uYkCCLCev4gZcbQJO6s!w#$cS^-AIK9wJA^Mu9DMgDH-yF zRJC-ZIjGb2UynxTse8bz+VuV(eMG%;?q_rQp%M>E7KvTc_hP5yKl^_}BU1B#6eI3J z9v8rL0bIH;vgNbSeW7#eexN_r@_L?PC9+VPzPBC^=$3JW`iln+@v!uRfYfgL+dnUq(J@I^S0Xb4ILl=eL*OaK*XBF8w~}vXX`jV z+UScPvE-0mzy#v~eBMLfKzJ4M;8NPlbcousT1h~M(qFc73f-nhtzj(_DJtG(|NGOW zWJDBryRbxEHWlSIwnInlWDGH{!IQr!zJt8C-50NW#f|Ym%kTRqm-9_s??l5|(W3|+ zasPHE*n(9tFjveV+}m=9dTpGOTJIzSAT+JW9EIDqwki%o$BW1=Z>=p4UElP_Mfqlq zTy$SVIj_i%A)vBzZ>u0Gr^a`A`M5&w5w|vsm)A)7Iu@g)_ogSZDiR z#^I9A87WYU~ zh2M=qXvCJ%S2ssVO@A7ZqBW-h-7-M;$#5fUP6Y+}%#^q7S-vJ;Td*|vQCs#rT#*5e z4zy+hp&uC#!sq=OGh_H=XUldYr3vVcK}9RNZ2{n(-#ktf`GEmZP?+EGNyP$V6Y_*R z{{f7{cCLnOb$f~y-=D~0?80P;rT12#$#MSRwYE2f532SpaNSvH(a>X~{&N0a6nM2! z9A;e+A>6Hr=#UfF8qhxy1XGqCY(o4D$TO|=VziK4 z;y_1ZYANOI4k6Nek+ve0pJ+1(ZEL>x6s!Pof}wbK5ttEb6l zC8#0R!YHHovkD2jc^WKcqv>!RZs86BmX^4i_24s0&nI{q<}C+tr`|9dRmnTkpgl9^GETfID=pjk1|KBGYkYnb&ad@v0aWmk zYqh{#@`JH5V42Rj%I6t9XGB8L8rY7cB*He3{nF4ehQ7sG3K>&^ZDMsNj{!T)= z@r`kqt6AH;t{n>w`5?l0#3b-FvEmAgT>;EXp3B~=w7KpIrnyO~^oHgBqBq?y0Y?Gl z77s0SVO}&c3rR~A68IdWG5`>NFG4g4qu8!$lW{1v+9TY)W7FdHY(UPrW-^6z4pftz zYMj4s^2o?PNou?C95bq?2nkf6$4hDDAHM)gfIH#&%cY52~>?^k%X+!XX~+tWiJ znXf7mV=V_R_0AXA+EBqfD;Kirk`(7f8WlCF61pbOjw|(Fbflzem3EY=uow7+i`T<@ zWu>Fy{SYj?F+M~$5OrKyL@oBMK&sso{wu`dm?4u~1&jAgDkicDf&3*GcU2tkANmtC zU2mfzK{M`?*_pnN#{`W@k?WVcBsErN)fKb(Q(j%N4-@Tn$~TCHk41=upsmIpz_oIf zpz>kC)ei_7(Liwf)lZ8*RU%hS@0wgjmHgvt3?JoGL*{4^m90xao%g}frx8?YrJa=S zjE32M2^q-Qp$qqxH5C@$L5Fe%k8RSPNYA+Vzz?wCp`zvn@N>;UpczbGP|2=Zvspx- zWPo|vQ|1D?<`izy1L(ued8-yJ!l8sp`pVOOzryOS63xG>ibAo>ZDi{J(S%dWm{fZ! zRfI|lI^QEoB5Rb$r^#)H9z@dI`(T0pFP$iBm*DARK$g+uYvhFk`ahBi`@k3~bj|S4 z!53k{Ibmn;(j`(pVMj9hHtWLa<6v==52Z1NB7w-4v;;8)DtZ@aB*l&DsTT2g{POsV z1MtBY2o`hB&}F8#8z9)kE{_rgVx7v8^CM{pS(R+2B3Cs2@H|W!LWL&MkhZc!=otDB zlk8=nXqrNDYrcd~qGNO0yR3gD?dI_uN|Rw%&vJl0haeL4Ob@Rm@3`1!>ol-a-AT zpQ3KF>w!p-McIjarNW4@`q4Q2|b6x!esmCou*|L6<8jsPH zEZ1XO0=+Pr(AO?h5s&tx%R)>BA8danO~gRPC@mj)_VQYk*E^r0_l^H)L|hkG72aZj zIs-=hhgVq|vDQe#1NW&XOhyXvD?$kv3w{kOzWn5`=}@?B_pj=pjBqxF2TjcVMm>o$ zC%L{)^NTsXOjHd4#zzyd{s^ji7M#78un@s;0d*TL2@3^QpBXjSvH}(v0BSg@0#3vw zHmc*rOui)8-k4qo5TkIMzeY4j3RMV$4L~Vzc6`gkc`7XmTON#SG(3bwz5b8nm;x47 z8X?$dqD0qU%kWauY2>g)ph$pxG%LLI{NI_Zc~ZAwH*wH8>>xx3g6=cw|Gh!%M4{Yg zEBtQ>&G6*jpmDH~=%AKFX+dBM%L?6<;AEnau187j8&$b?n?n1_N)#;%{zz87 zT>o+58f=zVGTH9N``{XM{>)9$Td4bl-XtU;uax?J=#Q^^b2H>+(M!Z^T8q=`&_VhI zkqRS$!o)B~UuX9(A;0S7neFo_L42P$I%H|`kKb5^<*FFC;~Jn(M~!!cFe?RfE<2cj zDf8Ik@NB#L|3>aVk(k`F3Z7cc{6}5@RQHD_PV>Ly(gI&xaG?CRi(dh0el9yZZuPt? zeU373{{`rnvOha202RJ=PKovR$+UpZCtXQ1=w&p*Ujc;R}Yt zU+I_FHFj5u%UN8cz#AmgiI;qZvXVv&l>X%*&~K`J%O}$TOZJwp&kGz>Gx3Xhgz4pLcm50K{HOR^G4(Y#on zXYT@{Cx;J5;HN$#DfkDjg`hri&C+P_MSv~{qRhNNeI%R_dGo@;bhBOc` z(7V?*iMWI0@N?HaU_2J+W*0`%(r7Zh2T)w;hO+3oKY_ui`wS&WvKD5^$Z-Qm=Hx^_ zw%oOcYVOOJ7{H^baJn&jmuuif;I?3SS+^u80WySp-}*0;8zA0XS|v`8r#5N4_Pqjr zq($lR_x~oy{+JN`fm8(Y_n`^%XbZ*09Fg^N)n2VS=qqQdc(+IW1h^ium~_;uC(6YE&gPHNgsgrc;s5;B!UI5T(8i5y z#_gv;tAd%IzdnA^3-3W*Kf;M$+!el&Fnx^pmJft$wyRq^564QNMYr4RG;>Fc;Yl(2 z?CX>x=36ULxC>+ST*{d?;!;te289pY!4K-Vw#b<7v=XuhJNzkImz6;jo93T zO(T9#so&2v`k!qQhR{zh%5A`vKc+#gD&`fJw((zRy>2vfI%0DG&`k7Dtx9cKLw*;4 z{7EO2Fivq5+;9-Nn;j9b*};5FeDY+TesVf~jI=K#{xUC=?djJ5xk+fdyi!t&eowIx z+aTJRQj^BYt(!qne;8Xu2-4B*~69YeMduHQ0ZQL=NWVJ$AjJ(%}%~FJcz=d&LL~ z#Gea2W8t5iiK5mnXgeUQ(WQIeqL)MJOSpAXV_WW1)ocaWlquc$MB%$A_@|Z7hfF~* zl^7SkF^TE?MtEl6^P}u*9f^+NNUh{LU9pZ8SG!2U`YRPoLe7)F;kEjnG7xK9YVOF^ zsobh(WuDvtwP-{iC(d+8m<%I&KXJku^vY*#2)?2HjAjEJSSU~$;vWC4C;hyr3e$Gq zF07%X`Y{=@l#E7)qIQttOX$f4x>*wiqOXs~)`>U1J!d2eS}-~v=$ENSG}KZ@Vx}l_ zG@X^xhK0mdqA;P-XrWhX!l%J$3kIOBH~gN`zPU&sP-g;gqums)A%R> zXesh$)`D%4R4!Y$jK>X!LRR}MHWXeIQ*rcv^tq<@v1iv7N4J~oOVk^8{Fb7H4NXJ*0jc{-&+fX4x7Cxj za2@z(gjNt-Etox!_?@%6;?{m95dtKUY#W1b;T!ZIA=sC9L*4U$Vh1IY0{gGN1F2L7 z^G0-Xy_aVkiZ%BN*y|T~TAm1jIuPXhJA;h}2fAe;9 zMWV*uAYW3s1weh=T4|Y{p273595|(?eX0Tm^qgh;ulh+YX3|*MPZRL}OL$0S)})N{ zA85gjgmtTB)I0fyNC@jvqvuDLgzqX6UWLL|m_nJ^$)8pyRM(HeHV&5{?`Z|N{=IiC zf|3$iZDI6bSzq{tYcH3}A~1e!UXE9LW0yXK8$Vj=3uBL54wfcqWq zng2Tx1qDMo^UMpZ*p4-6#y@o5zy#Yz1x%69>fdKf1m-_Xr|pJsHAwZHKLnr^!pjcl zjFejV{p`cjQ2A9z`!ZZKuxN~c?(<)NYn?)4d$1iOsayUtAx(g|gp@B(lj2&@^yG;! zu)D(*E@!h|2MSKH!7Pt=T?(P&=E_lRia50N7=O*b?7zQQS;-yVgk{~7@JMjRoHiX?wie5S}oANc*2 z`~RqALXz9u#h=S^geegFxK`Q>zHJkf(Wp|X=cQR<$&oWxUs78@u!h0neG4!729>05vA!=cmKqP3zuKq80gey7wPs>IqHCYt9Pzn@(cDu{&qAH6(CB!<<@AyS$)?tJve&TPH+rghl5 zi~LwnX5Z*<{!P)0jM~k;ujmgB{=0e4);GOP)6qedCYeCeH|NoVBdomUtRuPh%^2uU zBKyY`iOkDf^j|s*ufAFq(Xp?T(Zjczs^D@%!z2jHeWn5G4?2-Wx*U6|p=Cv!5ECkc zXPEYGBG@d~Hw-3A$i<5$Tp$fl-XvQyYPCY7AVQK)9oA-mT{)MJncJ@MCj4Sg7_6uf zZ-JRwkS4zcbZ^J2#3BMBcJOoyNDdm=+UWDVM-M7B&$851k|vKuo|lB3 ztq!&jT_qQg`M!)3Xjj>3& z_VK(sDfP2tek?65N8VtWAd&t_cckl}-I-34s0;IXLx~fl5?kggPintLIDw+vNPVYh zZ{q$a7xxAo0)=b=m85tghO$rutM`6mo)ca5=bAY{@>40 zBjru`=)pCROIs3`85=OJOG{1$)$10R)~ELc18Ux-^I?H0WvnXQWdop4N^{1qhjc0M*-HS`W%=mz?X*yq?V|sI#B^diFxn%g~S8@jq8+eWfVd(lv?i(RWi&*iB!Jf>Q zh(aXsPbaarVAkV1(7G@;)DaT>V|!GQ9D%TxdIjJst#TJMyv-MaOrqLqjb$!~bG%F8 zE#qi&c`4qcz^&BUvn8il7FciXf(9N4?9e`Kgn0BQ8KysT5D@?}nAC^^MP8v{IRs1? z%PvgY;FmZpnr4FdCvx(f;UQRtWfc^a)vaK>NFZ=|;qx#c zcHYUpG3YaaYKza{?@{f@56R#R`<>5&cKuF^%89$G}O-j z75VxGq`hq-V2kXY_{(RH09=Mu>{`#7V+XhUVyW3=aM^-2mZX8Q2;I?Cv{~{`6 zeeN0|+oXKttD5tJF6~NoZXj`?3O4zFZ9yceRLZ-Q~~cbXx2v~kiv3rVV*Mm|jhMZW=!T@XJD&dfnRn%@MY*A{5z%$Hj_Ix(Er$x*h^Q8G z@(3cp=r}(QHi+PVk6K?aU-KnSqex`RQhl7&Zxtb-;Dz)UI<~;e1HBK;GiB<$tzM?u z{C657S(@8w=}HmIzG*~S9^my>SpQqp*(lk56-A~8Tl6Bt z+B4TUlRa1)$k&dS7T8pK z4UXa#!8f#Ej72?6zFrr=*8xyFbuiTfI99)br{?s!MNroZ%DwxC`>aigFV=+k?YGX_ zD+oXF4)YP8WO?({6r|1I@jd+96P6^em$i7M&0<>#L;x`GRfDK~_(9pSAf5-OjMDht zKW?Tf^{&MYZ0SP3}|2ANhsxNji;_dc!mSm!OD)kX7YUH%M*h%G}1dF-ff7&dI@nU=q#LL zfnjQM>*RBp$t8xePUJGag0j*}86*P7M~Lw#m!q7P4cY&_A`qfAH2d5?+#ws+TL$DY(#pCI%^XG~YHv<+Fs(%GN>8AP zkJ?BCcNq-@00wAF8LtYALBN=shd|TgmP7@m$kow$5cJqr4%TAK84i}70T8+)`rgw) zHa9upa`3T5=H{=ewc&?s;r_b?zg~@IpVtl?+UJ|C_0y-~l{rdZ?zw$j9ChTUJ~!0+ zO;+IU8U;aR7z9QmCRl3h8;9c;BoJA&R&Iq>DB|L9f>^~C=fj%obC7N6wsBa^pVk%$ zVY1*jrd3|X@>v96mb}d1LBN#w97luwhKmN?e}K=0`vHKJ*Y&%q@z^{ z>BiTopbk5E+v-W5=pTTKHKH_yC{2StLvVy~Y0!K7CDxam=OsQr@&_L}n|UQ6e?iTm zvT1`XzQFKyB%@-pZ=RvLp`k|r&dYx79*>m+zA!)Yw@RONvkroCcO6bPE0a6w4slT+ z<5eRS17Lf|(*g3PX?eN-QBoZM#=H-=ry-5CzHOj_vh#nG?HnSyb>{QA#z7h>8}lKG zQ|>db%zvVi_ zl7vG&t3O4vbxlhK%Z0xzU=hJo3UY49J*?{gg@7oGf5W{q65#L+NguqkLefp)%h!df z%>MP6+x93nv#$43q8D?bu6G(-F7XnP6|Oh&4F5)AWmDAw`BTA(Z@XoW_I-G#;IoRH z9lOfF6bm~M_sfvC3XEID^1N8~HHqPW0`+UFkiAW@a4@6YU;NRr>o) zFgO-{ja-#EW|sJXmd|0!s<(UZZ>;eBV;*_8Dt1dIgHbXB8Ejx9BUXS7`Yij_zZEjG zoG^|*d+qc?t*SvY@-o53X1q=Mx93;C{bsahhPxXhfkOG|{Pvi*ywmIplME=eFZ}>m zfp7rJ{0Pr!O?B`1p8)T|{Ocr!|;47#ms zl^RYqK~BNGhl&%KBPF{AtZDo&1F$<@{4z*{e__Q1u zPee}Gy*xk`Sl8c6{2ZQG|| zWB=t=cvZztV4x4}yAbv1xY`&k1y86XL4pnTMY6mC2Lamp@IfHgZB|yDfNmP!Rk9KW zy>rE(nSfQ^nU4NYNgOt7ovDDVdH6-b|CG6DA|kS^X)v6D zGbL10HiAm~QD2jfgf>SyRxrY&A|N>i4Y#Dg5`TvS?|aY`6WQC_V3WW4%%^Y?#Ez7z zIxtLvhXM*s?}A^WHi|`|{FTjud|9Jny)iI&_+JbVL-|Lr^KSHlBAIy|2J2y!Lv;L- z>KQD@+8F~v#o4611^rzIjJFPIyCHB7h~vdOL(KBi3rrEa2QY1O2u%(&PB`N=V3G`- zXWo%YT#4QmYT8M?YPWMcc;PW=Tr$Ld1BQi$1@{t*!*x#Rble@S9v#Ic$ zJXq&3t>aN}{El=$C(5=&amGgWkP*9BqN5*osDst0q;i^^6o!^vN2c@1M^LpY!C;lv z6SUI=qvm+pLSbR90`8wZ52`K)}+T*VOV<^4XhswLF%r$}hCV^yp}c?pKW# zsMlK3n9Ukd#+HK1y6F;$IbHw;e!Z~0oSVWO75DOb<>A!wcb4giY68O!H$$`*YStgE zF&%BUeiNVCv4mZ?gW-&DGu*h@j&ukF9dhgxKq)@UzcmSpl6NG)D;WAwGKl9=&3iIe zRAzG9HzMG9)a;6Wn&|yjxP`mvCPY(g8_`O0c?BfKZoW)b1d2o9X#Bb8oZ;?{Ttpic z4YX&fzV~mYsCcuuelEpQ`O1Yp%PT>i7avR3e~;hV_pNq5`p?GkX2HTv1+EHLp+q0SvN{IF-h3 zjI(JjeTQyo6snh;5qG~L`$WftjFBK5RYs%AymuA39rS??ASf9RQn?Hpf0l3qZ+kiX z71}sJHpF}*kaRm}oa$;`uYzDo&~ok0un2Om33Byuiv*^uRnN}=eDgl*UgXX11dIeO z3ek^RT`2ARp$}+%-w>8Nm|gx@yLJamtAn`LWo9;{Fa&2AhHKz`U6;uy>_@Kg*G9i= zj}7HS4|12Fp3Tq>?UcAc?dNrgS=01PnBgCCJIb4CSh%<)yeqi)+B)QSPuuq!vx;9* zOkzz#i%>Fni;dmbBNX2NY+Hk=m6Lj0rX09ss-TwC#V&hkt#6@46Ymb4JN$3!t5tRt zYSloHBgW{IIZ&S32q|=b3cMj> z_6y|F`QZ!o9fiK9|L7Q;D}U{jWgz|L?_l=fJYt|gq#?(*1cC>a`Y?RBgH=BVa%KI* zwIAn^g;SSi2}v{F{;L87bt;lqUF^Dyg4_&!V7o4Z{O`cP$#9SV+P6?=W5J|w01YEY z=SSYtO+)g`%Mtu1#z?!HeS+dk%UUKJ*e=hVG5S14v8NbyF$B9e0sjnvra?dx(VjNr z9XWmO)L7Z?HYZ%$DtBG}#-PzMCdFePX}Rl&AEnEi?%f5Zf~MqCVKiv-HwU~YGaMo# zG2Zx2M*x1@|Ei^(-34Y0$3~gpTnRirav8^VffBOI!}Vi3PrI}({gZ?QU?~n(q9XoS z%;unR2U{}=C$AOHd;&QZdV|z#oG6b)w>BFxTUu>QbbxydZi!yfY^N8=*~KnrR>rz% zX{ff_sBt7{PVPpOo?Yy76Vw*#*nu7Q zG^S2YER#jF@VcksI?>p8wqRY&WgptR8R8Au1q+qQd%rnf#`019=P}paBytr2*{RsB zrL-pbQRwFX*^q4vkCva#smFYEyN52jN#>M;*&FvRXod?B%vUrI%9%ZlwaT}8N^vIN zGx2fqxpQ=r%xf42R)g{B7+zEKmDXK;>#wOi5@%btS4nT7;sUTVg}ID#<) zJCG?i)ktNV{yAOyclC&fxsPhFA^reXB#!L)Ub z8-uzfPLR91e+S(nb5&O8hZyH-_D_^{?&vhS+T6BLl&-+;Ys*-mE_kKh*L?$ zpdg2mUoeoX%<&g0ghS5lDmSj!8l~ki2;&zQ3n0zf1-QmRjsK@QnHhC_3&F1qngBM+ zy;W6B$60Fd;r@i=_@jNU=dP@uqTakSw~tt|YbE}lDF~pkFLXoYRaY#OSAPgP7OaCb z4AsLVpAJz_>f0XxMKA$$`3b86ez)pI0A>9I#md~wofp_Z>8hH{x{NamRD+4uozS@x zbb;TUBdRb{C%DfxLSN+Sd_nIDpC3c*ogUi0?JmQ;OlKu=dAwKcUL!S^Ln|yX0J{yB zr~Tt-qhuJ{fG*3TtWk#V!L3e(G{7Fi1n99*oXMzfBYLaOO!7}aUpBsiC+^{tCfu|^ z^HIlCoJ>=gx@mTTd(*heKewekuZM|qG@z`yvRHqHgdEk@1NbM~fTy}vpHzcH?g>g$ zq_T7hhvvwY{pd!wJ*OjkMDhQ6aVQaKquYl6%`!+Y0trvFO8KE-bA7X-`K2!~&pj$BLw!Xk2jM!Q)zOTpDVtrmw0s`G5eM&E3yg1-IE=(*{ zwvU;7YBB|jJ5BM;LFD`43_O$um++Zwrv-E>c4PKR0OCX7rv_K`;hC)N(*gG=sVsY- zSg1jT$f6I1cr)K=%X+jE3bNo{?N4;Xg>$&pcbI*iQ>4{);mkE(K0@MNsDo+zGNMgx z;N`9XXcnQ^eh9$*zSU8vn5%p~DuIrN=pFp0d|XfL9c9J%!4?r9(1z@{gbUxMe$W?D z7U6qBOd)Q@q^j?Sxq@!uvCaX=3sa%z*kC=$4DJoQ827Qy3`cvJvl%J~P@p8(HCG;x z5G8@XB#iVwd zi)ut~O>E0VC>YL_Bn0}?!z5>G(%=Tcr!R9_7hpZr`2btbUsqEs|467Q@cO-RIO-DE z7KHs%H_T(p%dexy1PLi?ac-Xvi%Y}w zU|3~ki&IJ>$$I_I_)PxXUqdist4gU$g7LX{B*XX@L8Em~Cp1mj>G~IJ{S@r)eTwF4 SGGMy2iStz{sUr@Zw;9e-nK()S literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif b/tests/data/seasonet/winter/grid2/32TMT_20190214T103129_47_793488_7_808487/32TMT_20190214T103129_47_793488_7_808487_60m.tif new file mode 100644 index 0000000000000000000000000000000000000000..ce355168067c18fdae22164ec281c415ff1d124d GIT binary patch literal 1993 zcmZvYc{tly7sr1Q52{3Lp=fy}Q)*ww*0eGxLDUG+VM?U78X`ihEsAMcYfY>pmX_FR zU#f#K_NrK_wxU95M={D6Vkz}T>z${6y!Srm`F`&A+;i@NMk@h)000OB00<0#I3&gi z&{xdGVJ?mb1OQG8V3QNoR4^dNQF+d}wNx(P9ES9XWM52YZZMxIfWDPFu_7)))5{pxCH>2wVec0U7AvCt)Py^*-$MV!o?tv*-|zTuxZ|L~SV@pRqSJ9&lmNL-z2HlIyh>P1|MWlO@Q ztvH#hETw(*%5?ym9QR#KtYKbQLhg-{`gRrt%q-a$V{{<|vm&l{et51kb*S)m$p>eP z#yLj8w_!=pBA0<16(lfve>sh0nG|Qm6j+4}Dw0%#|H7$xJI1=Ffiw!XiRky}<+_4b ziI%Grb7iDRf`8BOpj2#s-PjDZ_4Mr^o+QhFPez4EgY`=+qL?AX3RT`nG#yd${3Pu? ziV)urCRH&yl%t8(!xfFr{XuU{GxrAF-wEY(u}dgV++UU=4U-|Jze+!5Ru-?$zc!fk zKea?r$y*EK5!7L1MYWVivd%vPzslPBOLseS9OY*sVJ|B&>k}x$Y)V0nm+CmJNkySA z#mWnKV+LDW6W*AnioXw>5!*0hY;8^6B0vy)w9RI>MHAj_-j z+`Xf3B`hWkVw9vDd>%JtjOrcHn!*;+SjwV9M=!1Ok($3R_=jEg3CZ|lj%76R#-b65 zIVchutsYQo{3hsogPdB8B|b7XCBrzxE~czoN1Z?$+Orlrj0s7}gp#H6q9`uyzUBIB z$x~YMsqnZ>KeldB(0Ub5>w8(zO5QVjWgnf_XAkq6rZIF=LF8K6N}sl@!-GD;#R|qQ zl)!dUCis#{n^P^%O8HIc2qpg3p4)#J6_`Xu?F?ex{DR0S)o%+uvcAK_43BE|Kli`- z_|tYrcc!e@c{g)}Qh^;U1FHmFhw&R*)rz;xW;x*}!XzKw6woj@1y7O8|FKcX5cs|B zKp}sb=!XgY^%G7g}scq=bZyk&}lS>_{Vrv3z?-NXhk;Cl@z2$1o zWs-sH9q~n|tJ6wVe&LIBWMM$aFd&&EpC0M?t5!D1Bt9cy> z2|(MbfGd5@JH4gq!3(^W2E17Jkk7@!Ys{>|$C~__p>>8i;y2p*T?T42o-Ke7S-K1? zv`ahLk!-BaiI=Jzxxb9q`mpR5sl?*I6B|FXniAOGLXmr~5AO5n{Kb!d5z&L-i=m0?I-+n*te?0);Bly4cfBJv^|6jXhKZ^b{!fLAV zAN_}+{&O?%008j6{P!sT@t}cq5qSTMBh*E}1MmQFe=i9N5Jw3>`A5A1fd5fCN^NO% z5HBZ)1*EB=2!c2{T7o#(m3;r}`T}ShS>6CT9r*yH_YoC%&>%ch77_viEFvrtEGNn) zmp|8;k%dfC0l~wA{zsgr8l{~G5Bhrp`BL9Q6c4Y_p)jC`bS=4x&;j7?W1>^QxkK+zG_`eCs@Ngu`o zdlykjs}Tr@p86#c*WGl)^lx`t&x-N4?t*xxhKQ38mdA|P5|R||2reh+ZK5_q&R*3R z3{xer$vWdjGz0K?Jxw%0C?{)6+=?TxnxPeYJL6Tew>PK4U$obG5CkLiPU88>VC)M> zM6^M-u8o9|4OhszSutlK2TcrkvQpPYst{$ecAtX!>7ixCb|wuSRB9X(@HoV0-XLZs z|8z0=E_v*0SA({BwBUh=@|FV3>lx+LA`H#XqSQM68Nl`yp?Ax@@uHC)?Xd8e8w)y~ z3r4>6pgqZn%BQc{$P%8V9Eh{TjoBfEDDtl@ffU~7%sBI}(w@*zQhqQtu|(bN{?t@Y z)4rGEu_xyT(MGCBAX#z;0pPV3_S_#uG|@E*Pq=1%KRQxFg&H*_7tXYkfrb{&S%;e+ zS1xLYzADkvf%paMJI^YG^@=On(wk~IsAPjL1%rgT!Hcb*4~nD{-ZMi zmrqd)^7bT?h2WyKR&=eLQbW3N)%9yNPRQj&yyHhwsBt&0^2VT;IKB6GUOW=m=|lMP zFb$k)_1X2VA1-!edbER9N%{40!BU4gpGe=1?=4*0A<^f9Y;Ygyo2Sc;>)mh%L%_qQ&`&hO|Wj2`ZWy{*hI!x zb#{6pH>ZZrWumY z6RN6s0jn#uzkty*3P~wB%nT>y6GbF-j9k5%gKg=QU=@OaOf_;Cip@xqwB>Bg2p|>)0H0d)FPBV9# zhEoV3-SaibD^@gA7^5h~Fz<;l;QQ?R{uylA1M?lOZWBZX_#36{NY{}pCP2Mu(=lJkHZ$B3aLFor-&n~sw_Ad9>twWskj3 z;_z^o9#cdNedEC|EFB#XvzW3Dc2fFMQx&KY>tRQ$>9zME@a`iluVU}vZ3z#fT33hT zN{IV%X4>J&XY{QrSYON*RBM1RC(luAb(Y>aYc>)SWCihUXXI_#h$OyjFAmz;alUT?+)*`{r`LK?Y>S3u=OHeWYvTwb zWe3-Jhj-d9(VzMjpmc3>k0Hh%Ff<%J7L-db`4mHktyFyKeS#9Q;qk|uUgzrMasXsF`3k;c*D`vG6wx zy=Kh=pN3u}*ngYP?z2qiLU8(=VK-TMpp#&MgeN=}kQj<(E~7^_7h*Fnr!E?jVB1rK z`KrIEC`*K}3pShgk}`oljyop?$Aw)iROt%z5zN3YaZ2ov1bU__s(b&Kmuwi8xhqho zk6L{Mi_fk(Q!aeFy=&ODcpM47e14fiLgGuC$&=}mpf?phc@^H);QwfWq0;d>t_o@J zEEFnvz45+J_Bpk3pcxkeifuB(3S@bfrOu+ua18oDQ`v``$@CXEdo*^ zT^J%HGCw;?$0F@h_0;G><0b|t?VhYud8<^ALjF;F{-l5K$XqD-0jo8^%rns_c`#$KDR)Z458P1O$ml=hUy6cnqufa<*}VD;

    lmWL3>D z8zfLKpr2r8FrAz`5TSIIeLW&{S=<0ldM}}?j-qA!f1Fn%%caE#E{Gis?0;L;nMEUY z%F1tpJIxfwcTVsa4s`SXygCJk_@>5XN*Ta~mg zg`*vR2Tk~ElOP^``Exo(NLaWd`$IC7q=pdb&+n6Ae2w<*b25?|eV0l=s_*DLD;Lpl zYM7nR;TDki`V7#cx2;4VYMr2%K)2&fvKEyZoH>`uQ|tUFbui_h_e}}rnw`KQvR%!f z?k-rIKTGmeGOqO5^Npy|4q-@im#c*GY6+q9TxjDtDGL3gUYEa;`6e{jawljI1!A)- zFY~;lQU*sveaZAm@Rq9l6JHfgubYyE5p&?ybA-wESE4-spetTVe)&^7${W^}VpkZv zxHIKOOSC6M`L`@yDbj7q`R_W^!S=# z@v5|VH3?s=1H$YZh&-BetHkXN(aUI%Zq--5*h6WrF`{X?d_S!^#=tMX^OBSrQROO@ zzM!eh1AUh@(Wv%fLo~5~GaWh5J~9&t#8}HGFX3Ld*3KX}{;IPkq(LcO)nRYvTf~EH zA;<@!vNj<8ZCsWrQ|~&HL7XbgBNDmj-3ym0ioOtqHeHnK|7>>C@%U!eOJ4a2h>7Z` z@{sBZ>LKo0ckvZr&lYpV44iRE@(}@%6k4`wSnigy2B&rx> zWvFHfN70u>HiLYGdSwHT07VaH-a?@5I0a*@pak%{TT>a!#bY$fI+^3wHvp?fHjdaORs6cF!giVc76#6O|bWJEZxJK^*BbqW)j*7HHrn;@c%W8wSgXP7s1vDyQgLE6z;xLD4f(|iL)V9 z;3A!m!rJ{Nnm0YVoW~P9Tv^iIAwiLpG4WKzn9>T?OO-2_=F1XHyvh@Yw{n%o)uLJ=jIPJ0|2l}Zod>-TtusLsmu6D~f+aFw2`WtOXiN z-XVoPekQKDz0}_KhLwRdp16jW6f3A~>mk%aLwzCZ-i*Cc^|{cAE1{{Fw-+^1_Fi>s ze-uszNA^_t>2>GwjfSy#H;zzRK8xaf0&7pw8izBLAzW2c&)+H)p|JbV4-wfliD0h= z%Y$O@oU2*p-4q{%%=EFS(2w|IOivL9^0dS6z*=?B9lG!n`o5zU_e+u6pHQo8k~>$r zvkui|O~U8eowhyIVb{Ln(0U6p62y~Kqnj-;Lbk=vRp*<2lk#fEDO_;?k^lJ4s;kWj zMqM%z^UG6}p+-}Y7UTqt8W2@MFZu(>7JB>3=PrfpoU z$fQn?D}cKt!yG?9IL^?sZ-PDWYM5X-BLK>9BmA&v;>3F=!w#faFk41LL6qXHAy?48 zf+DC7kSqKMN_K<~MptUott@XU|7ry1p6&jbs!*)MI*>n z#(egvMeQnR$Q{e=5bE7%wwIQ&L`ZM6pePn|j~iZqpIr7=hEUqM&scYEz8A^(QBIpB zHK!v{@QB;@Ss7OtA_(6lVZB||;GS3Nec}_B9YeVPqX5f{M+OVMqMb{J(6|WywpHVW zQKa~b)Tj8;OEovbVK@Rjv;^iXQeZ!8>A5NsZWXS%fTm|ojetuHaHob@9gBjT0YJO0vK5MB#)`_>XGLz$3k0v$O zt{0seRkz!!X$n!-W^)PO*VwAtB(9{& zJ0^t8^k{n0aYIFK_zHy4?@a=95`Xz5Z&!6xTs8+Tr;=>TATELS;%s4nh+wP zab&SFx-uQ@oWPxNOq*gzX`H-FJ=6VspZ8zlc~ob*iMJ~NDh9+ ze{B2gVgu_H-Jd1oEkfU3*C&_3{$jUFi(V!q66228tE~p}m~Wu+C8S7NfKkTiX0C)# z`BI#13)IrhKIyx;WL~2u#ga1!hyAtVWPv3wZA$#b+p$BTPPKcij2OWi!|+LG_SofkgND0y8My)85?PKESMDD7ds0SR0#(|H(FBch zcM}7z=Rx7!y+PEgumX$;x5zJ?*7yi&?~qneG93o4=IH!1v~$sH-kGCr%&>ty&enqa z&$I|qRZKU0RDOAqbV&v>pN~B?gw_GUt*P&JvFLsH$<}Z>q-PO$&KdC|Q-`r_388E= zrJqPHst5XTbv7IB*q_Im^g8@FwK4@4`Yvj|NKbua3v;l2Yaed38&ezNC*qP(NMr2? zK%J$^|9zLAQT|({UR1ZAsR0)fs8dOJZvwI;JnB;7EJ*aovAyA^2O7M-+Jn96YF8p= z3(7R6+{w)Ua9l)-q|kW#N?yG6okprS6wRQ$aPI%wGw5PeNRNTARu0tYL! zvucg~ApA_eLZC#}tL|hXX5weqaU^11ASm#SMXzv( zAfJ!6P0XSv$SWaT<+nN(;}xFj&GX*7&#xhuR*j+w`!bVF zz$UN~Iub%HH~F|EIR5*|n(?kbS9))^-_fSAIYVPDd7k#*Afw<{jzIp;!{(GKF!1A6 z(wy-8?S&JjaFvEx#cmLAj^Svo@h_=OTzVE+S$~PDd*;LU<#}yJfrN@@SdR}mIDDfB zp%`=~-;Oro!mgGjF@-`I;?aC+t!r52&(JKz3OpLO>xdAt2idS7Q>Mw#1;Tuf+_s-1 z$lqc7jfHIBFrN%C)oquzX~ZNXc#JL$BHMz~SN%y~lUFN5gmvvzL#VX;8s9GQFc(({ z?seoo!vAa%#n(m1dkbn#{5{dO=wP28^FR&07qn1KSgMIGRVR0Nq$>%)KN9djK3NrE z#mUpeoZ@Xb=eSAAEr<+Lz3C%)W8MnJS17>WkKpUixF)7R!ebqSJ{gKkiO2}l_3U=bwc$i%6mUUK3IpOW*v3Aa-@^Szj=*jt|7rl|6i z9yZXG&)eFoGtrns%w6n?gD7^=fy{t&|0d%$AwwaI3d~xB87Ndc3(s9SXU0_?edpyb zU_R`qq|b`fq&=x`lW2SHci2xyVxz5XAfs|{u3DZ&bfn@eGxHNYLTAkfgNX!2F{AXQ z1=QdmG!2GJ;p+P0dM9J|5KvDuvasCc*kK9{7Q zdM9&5o>0%kr<~dqC1-y`*DUA#t*&MKg^@u??&`KYpLxM@gDR5R*esKlR$Nq|Bj}JW zR%k$cNy$~C&bvCp^IOQNHj|NCEQYSh%}zoq@u2vev%?E|!FnlDaNa7IdogG_OQ2mC zG%x@1;la=&@QTS1Co`{nhmZ3FV@>9blq*Nt`qpt-&mf0KXvGSt) ztL_w!gOf^%(a&k^4Z5mlvD;=#47V!r0?W*;O`QZe1L=42)JVE1y4YFr#)DNw7;Q=;r1?tSS zuWWpAZ^sL6>42oKYppipCi(d$L@dkah!P_B6{4bB2@ggs$`XltgtN&l=MM_(YKq94 z&~3b9@sGwH)G;%A=mokgF0rKOWU#5x#ep~VR$l0?bhq*AAmVxU>y6P-}wWK zS=h8NKd?MSty|oW_HjvojSdNYYesfD`PV{tdi$&QI*A=&(`FctO^y?s%F957780qM+k0s?pV_kR_dC_@a z&WVR?yyU-{C`{eE+bYEOckHw;&_0<20zyreO4833_Se^tJ#I^bNj}XQt+BZPZk@?d7Md=914SyWp@Z^I)wHEIs zCkd*|Lb4*?>>e+R>+Qe=c5)p3kcLQx*tcow&yJv>HXzzp=j(`ABE?2Oh>jN3F)4*K zpR=qer6GerPW$>%M;nKkqu#)B6!8bD{ZhnPZ1*1gq^hUN4+PCW8v8l01IR(dJhc_u z@d{^`;{AfTq90(Tv~Q}&D^Y(dLDQ(qh8o*7Qb9YuD+LXZ0^%WW%}dZ_7d@_yVX zSHk^rC1o!^b=3-fEw1O*=Xh7r&ke;qe%M!o8cirwKKGVC^R!OwyhTUDlLWVRcH&$@ zHW^V_4DY_G!kbLEQy4hU0FVH3)7q%}W5=>4D6JjxurP3#pu*W-B)?!Vz!c&}?ZTc= zD?iRGq%@IJ_SItmQPy($`V%onEAo^{t!*&$U{f|ZZ=WvOv_T&(n)Z7_QJN8)RRcVf zC?A{HIlXO-sY3f!9vMRi(CwIapC|qZR;k43jyRNz|I9 z-=XeY0%H|7TZ-`klqI)lj!R(}IjL&5(yt1C2h~IU_w&byDwf zX+qh_yaPhimexOM;Smi%ToFL>bk4V%u^4_o4}W6tJi_89mSa$wDmAU`nGOc!J^(b5 z6& zhH7&qZPmXb!M(A6Z6@6maIfo1^Ci05v)Fcm7Vi%*@Hq{<(3@ysARxb}0|~E5N_a7R zyA4%*f4UIIAU!D}QMbtTc%$15MP@80$KAQa3q%Am4*f{nTg{tXxxgRF;Xu_3AgUL( zlZ!uC^Sf!?j~SF{10m!8>9%swbdv{{_ciVUPeu04RnU%JGVP5Ai-NNG5bg2YOhx9< zmDRCT4A0+HgYUz@X6K)w!v)9vlfTnOu+QiQb9xXU`13#&*{Ze3objKw;@q))F50Cn zd22Z_Pee!vHTAA!r*QaGDMgm)#;8Wl1Zd47kd%(0|2lQyP80@gb-iVPoe!7r<>AQ- zvda&W=0gg?lRdUlKqf*I$V!5Y@=gjh&&Mt@gwTCLW8N-BHcLhXPeFaSwqe!VstD@) z3}MG9DoG^PN}@DgsXcI5cBn*mm1dBKWCSixS^eQ%=lxlZ^I|uzTtqe*DMS*pny>^A=8JDfQ~`idLCds|-5|?UXqvlYeN)F$yzTF9hC9*k&PDCt>b+ z;;8d<<@?nz;x>A_GIhXl3@e>d&N7-vZNEepCcK+NC+yk{ILW{F-^_%w(vIxNl&m|c9 z1H9)vf!A;!U(|C*Jp{Uu%Piz;2mKb|Xp7!Cr6rog^KumVSN6Am>0E~m=zZV>qL3BK z$Gmg}T+H%8cdT_vivd$asKTHD=KRpb)%nK!o+D!c?&rQmP*{aeRb}-JnkXlFrpsu9 z+XHu4N3)KO-$i|?XN-(;4%;)WY=s5;pvkk8VM z@FOT>iA2j*8#}yp>XX(K5d?p^jT5t$0{Ovcq>+!N(b7Dl1ulQW7bdoxz%mtO2 zHWXHGNK#Ybidu=<$nc$AOVCqh?rsz~*s(9XLJ)e019Nz0hv7|&2Z4S~&D7o7bo@&S zL*KH*_i5~HEoD{fhSyIRhmzu>%|8>N73zNA9I8mhQc&;%br+>#;FNROV8~-H;`M+- z(KH}zzH(W>Dtrj}7;L)wWD4&jw5hu>6uHyw@R5Ow4=CSg()c~qK4N;nIVBfMFEf^s zAYN36AIfI4hkAxj`#`ou?7f~xa9mUe@em|h)oBEPfM8p;FeV*q*<|Bk!q5Tj?!F}` zgug@=QeNnn7YSjh@cOKrDa|8`-pE?u{mh=m{IenZ=$LHSz*yNIWd3>P{>JQRvy6?? zU#;SUq@N-Z*;p6Qfa(V1-`wPMz@n+_UmUYDo6CR406lU06vpvSH`$>IugGyZ!u(1S z_vT#s`liKwYgM;X#KbLNk{NhNhWu7F4n8f$F0!7i$91^iGu7cd$D$-i78SC5rM2f@ zxr$DEiM>DMZb^PRB{57Ge;&@G_>3r)QhLb0*wnvv&)qWwtSJJ7X0%s~HZL1|37CPYq?5DDnNZb4=31a-3Q6zHMaPXe&)-l8|Du1byzt0T zbsP~nG;)9|Vw*q29ay)!FAs^yBaW6#WTF`^g<=X$!!&&PnZj@k&w3}a-5gIk)FI6c zHofZGaK4bI*P~PJh;ZQ)MVotetAe4H zq%(}e2%WqNlla1&3_Km&tKgfl+Ne-oH`?ne(bOttQ(GDU>kSwxevnGE@uga}1__LT z?RPvaVHE`p&9LX)D(Ez%#uM1MQ8ys5_uL$80emHRN@gW4*&+Mmg?u>>AilFi?Us%s zWKFGymhQMO+kC*fu(CYbm9BTOKiHbw1Df}JsR None: + shutil.copy(url, root) + torchgeo.datasets.utils.check_integrity( + os.path.join(root, os.path.basename(url)), md5 + ) + + +class TestSeasoNet: + @pytest.fixture( + params=zip( + ["train", "val", "test"], + [{"Spring"}, {"Summer", "Fall", "Winter", "Snow"}, SeasoNet.all_seasons], + [SeasoNet.all_bands, ["10m_IR", "10m_RGB", "60m"], ["10m_RGB"]], + [[1], [2], [1, 2]], + [1, 3, 5], + ) + ) + def dataset( + self, monkeypatch: MonkeyPatch, tmp_path: Path, request: SubRequest + ) -> SeasoNet: + monkeypatch.setattr(torchgeo.datasets.seasonet, "download_url", download_url) + monkeypatch.setitem( + SeasoNet.metadata[0], "md5", "836a0896eba0e3005208f3fd180e429d" + ) + monkeypatch.setitem( + SeasoNet.metadata[1], "md5", "405656c8c19d822620bbb9f92e687337" + ) + monkeypatch.setitem( + SeasoNet.metadata[2], "md5", "dc0dda18de019a9f50a794b8b4060a3b" + ) + monkeypatch.setitem( + SeasoNet.metadata[3], "md5", "a70abca62e78eb1591555809dc81d91d" + ) + monkeypatch.setitem( + SeasoNet.metadata[4], "md5", "67651cc9095207e07ea4db1a71f0ebc2" + ) + monkeypatch.setitem( + SeasoNet.metadata[5], "md5", "576324ba1c32a7e9ba858f1c2577cf2a" + ) + monkeypatch.setitem( + SeasoNet.metadata[6], "md5", "48ff6e9e01fdd92379e5712e4f336ea8" + ) + monkeypatch.setitem( + SeasoNet.metadata[0], + "url", + os.path.join("tests", "data", "seasonet", "spring.zip"), + ) + monkeypatch.setitem( + SeasoNet.metadata[1], + "url", + os.path.join("tests", "data", "seasonet", "summer.zip"), + ) + monkeypatch.setitem( + SeasoNet.metadata[2], + "url", + os.path.join("tests", "data", "seasonet", "fall.zip"), + ) + monkeypatch.setitem( + SeasoNet.metadata[3], + "url", + os.path.join("tests", "data", "seasonet", "winter.zip"), + ) + monkeypatch.setitem( + SeasoNet.metadata[4], + "url", + os.path.join("tests", "data", "seasonet", "snow.zip"), + ) + monkeypatch.setitem( + SeasoNet.metadata[5], + "url", + os.path.join("tests", "data", "seasonet", "splits.zip"), + ) + monkeypatch.setitem( + SeasoNet.metadata[6], + "url", + os.path.join("tests", "data", "seasonet", "meta.csv"), + ) + root = str(tmp_path) + split, seasons, bands, grids, concat_seasons = request.param + transforms = nn.Identity() + return SeasoNet( + root=root, + split=split, + seasons=seasons, + bands=bands, + grids=grids, + concat_seasons=concat_seasons, + transforms=transforms, + download=True, + checksum=True, + ) + + def test_getitem(self, dataset: SeasoNet) -> None: + x = dataset[0] + assert isinstance(x, dict) + assert isinstance(x["image"], torch.Tensor) + assert isinstance(x["mask"], torch.Tensor) + assert x["image"].shape == (dataset.concat_seasons * dataset.channels, 120, 120) + assert x["mask"].shape == (120, 120) + + def test_len(self, dataset: SeasoNet, request: SubRequest) -> None: + num_seasons = len(request.node.callspec.params["dataset"][1]) + num_grids = len(request.node.callspec.params["dataset"][3]) + if dataset.concat_seasons == 1: + assert len(dataset) == num_grids * num_seasons + else: + assert len(dataset) == num_grids + + def test_add(self, dataset: SeasoNet, request: SubRequest) -> None: + ds = dataset + dataset + assert isinstance(ds, ConcatDataset) + num_seasons = len(request.node.callspec.params["dataset"][1]) + num_grids = len(request.node.callspec.params["dataset"][3]) + if dataset.concat_seasons == 1: + assert len(ds) == num_grids * num_seasons * 2 + else: + assert len(ds) == num_grids * 2 + + def test_already_extracted(self, dataset: SeasoNet) -> None: + SeasoNet(root=dataset.root) + + def test_already_downloaded(self, tmp_path: Path) -> None: + paths = os.path.join("tests", "data", "seasonet", "*.*") + root = str(tmp_path) + for path in glob.iglob(paths): + shutil.copy(path, root) + SeasoNet(root) + + def test_not_downloaded(self, tmp_path: Path) -> None: + with pytest.raises(RuntimeError, match="not found in"): + SeasoNet(str(tmp_path), download=False) + + @pytest.fixture + def mock_missing_module(self, monkeypatch: MonkeyPatch) -> None: + import_orig = builtins.__import__ + + def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: + if name == "pandas": + raise ImportError() + return import_orig(name, *args, **kwargs) + + monkeypatch.setattr(builtins, "__import__", mocked_import) + + def test_mock_missing_module( + self, dataset: SeasoNet, mock_missing_module: None + ) -> None: + with pytest.raises( + ImportError, match="pandas is not installed and is required" + ): + SeasoNet(dataset.root) + + def test_out_of_bounds(self, dataset: SeasoNet) -> None: + with pytest.raises(IndexError): + dataset[5] + + def test_invalid_seasons(self) -> None: + with pytest.raises(AssertionError): + SeasoNet(seasons=("Salt", "Pepper")) + + def test_invalid_bands(self) -> None: + with pytest.raises(AssertionError): + SeasoNet(bands=["30s_TOMARS", "9in_NAILS"]) + + def test_invalid_grids(self) -> None: + with pytest.raises(AssertionError): + SeasoNet(grids=[42]) + + def test_invalid_split(self) -> None: + with pytest.raises(AssertionError): + SeasoNet(split="banana") + + def test_invalid_concat(self) -> None: + with pytest.raises(AssertionError): + SeasoNet(seasons={"Spring", "Winter", "Snow"}, concat_seasons=4) + + def test_plot(self, dataset: SeasoNet) -> None: + x = dataset[0] + dataset.plot(x, suptitle="Test") + plt.close() + dataset.plot(x, show_titles=False) + plt.close() + dataset.plot(x, show_legend=False) + plt.close() + x["prediction"] = x["mask"].clone() + dataset.plot(x) + plt.close() + + def test_plot_no_rgb(self) -> None: + with pytest.raises(ValueError, match="Dataset does not contain"): + root = os.path.join("tests", "data", "seasonet") + dataset = SeasoNet(root, bands=["10m_IR"]) + x = dataset[0] + dataset.plot(x) diff --git a/torchgeo/datasets/__init__.py b/torchgeo/datasets/__init__.py index 2cbed1f766a..166ef64f9ea 100644 --- a/torchgeo/datasets/__init__.py +++ b/torchgeo/datasets/__init__.py @@ -83,6 +83,7 @@ from .potsdam import Potsdam2D from .reforestree import ReforesTree from .resisc45 import RESISC45 +from .seasonet import SeasoNet from .seco import SeasonalContrastS2 from .sen12ms import SEN12MS from .sentinel import Sentinel, Sentinel1, Sentinel2 @@ -201,6 +202,7 @@ "RESISC45", "ReforesTree", "SeasonalContrastS2", + "SeasoNet", "SEN12MS", "SKIPPD", "So2Sat", diff --git a/torchgeo/datasets/seasonet.py b/torchgeo/datasets/seasonet.py new file mode 100644 index 00000000000..d206b9d8159 --- /dev/null +++ b/torchgeo/datasets/seasonet.py @@ -0,0 +1,497 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""SeasoNet dataset.""" + +import os +import random +from collections.abc import Callable, Collection, Iterable +from typing import Optional + +import matplotlib.patches as mpatches +import matplotlib.pyplot as plt +import numpy as np +import rasterio +import torch +from matplotlib.colors import ListedColormap +from matplotlib.figure import Figure +from rasterio.enums import Resampling +from torch import Tensor + +from .geo import NonGeoDataset +from .utils import download_url, extract_archive, percentile_normalization + + +class SeasoNet(NonGeoDataset): + """SeasoNet Semantic Segmentation dataset. + + The `SeasoNet `__ dataset consists of + 1,759,830 multi-spectral Sentinel-2 image patches, taken from 519,547 unique + locations, covering the whole surface area of Germany. Annotations are + provided in the form of pixel-level land cover and land usage segmentation + masks from the German land cover model LBM-DE2018 with land cover classes + based on the CORINE Land Cover database (CLC) 2018. The set is split into + two overlapping grids, consisting of roughly 880,000 samples each, which are + shifted by half the patch size in both dimensions. The images in each of the + both grids themselves do not overlap. + + Dataset format: + + * images are 16-bit GeoTiffs, split into seperate files based on resolution + * images include 12 spectral bands with 10, 20 and 60 m per pixel resolutions + * masks are single-channel 8-bit GeoTiffs + + Dataset classes: + + 0. Continuous urban fabric + 1. Discontinuous urban fabric + 2. Industrial or commercial units + 3. Road and rail networks and associated land + 4. Port areas + 5. Airports + 6. Mineral extraction sites + 7. Dump sites + 8. Construction sites + 9. Green urban areas + 10. Sport and leisure facilities + 11. Non-irrigated arable land + 12. Vineyards + 13. Fruit trees and berry plantations + 14. Pastures + 15. Broad-leaved forest + 16. Coniferous forest + 17. Mixed forest + 18. Natural grasslands + 19. Moors and heathland + 20. Transitional woodland/shrub + 21. Beaches, dunes, sands + 22. Bare rock + 23. Sparsely vegetated areas + 24. Inland marshes + 25. Peat bogs + 26. Salt marshes + 27. Intertidal flats + 28. Water courses + 29. Water bodies + 30. Coastal lagoons + 31. Estuaries + 32. Sea and ocean + + If you use this dataset in your research, please cite the following paper: + + * https://doi.org/10.1109/IGARSS46834.2022.9884079 + + .. note:: + This dataset requires the following additional library to be installed: + + * `pandas `_ to load CSV files + + .. versionadded:: 0.5 + """ + + metadata = [ + { + "name": "spring", + "ext": ".zip", + "url": "https://zenodo.org/api/files/e2288446-9ee8-4b2e-ae76-cd80366a40e1/spring.zip", # noqa: E501 + "md5": "de4cdba7b6196aff624073991b187561", + }, + { + "name": "summer", + "ext": ".zip", + "url": "https://zenodo.org/api/files/e2288446-9ee8-4b2e-ae76-cd80366a40e1/summer.zip", # noqa: E501 + "md5": "6a54d4e134d27ae4eb03f180ee100550", + }, + { + "name": "fall", + "ext": ".zip", + "url": "https://zenodo.org/api/files/e2288446-9ee8-4b2e-ae76-cd80366a40e1/fall.zip", # noqa: E501 + "md5": "5f94920fe41a63c6bfbab7295f7d6b95", + }, + { + "name": "winter", + "ext": ".zip", + "url": "https://zenodo.org/api/files/e2288446-9ee8-4b2e-ae76-cd80366a40e1/winter.zip", # noqa: E501 + "md5": "dc5e3e09e52ab5c72421b1e3186c9a48", + }, + { + "name": "snow", + "ext": ".zip", + "url": "https://zenodo.org/api/files/e2288446-9ee8-4b2e-ae76-cd80366a40e1/snow.zip", # noqa: E501 + "md5": "e1b300994143f99ebb03f51d6ab1cbe6", + }, + { + "name": "splits", + "ext": ".zip", + "url": "https://zenodo.org/api/files/e2288446-9ee8-4b2e-ae76-cd80366a40e1/splits.zip", # noqa: E501 + "md5": "e4ec4a18bc4efc828f0944a7cf4d5fed", + }, + { + "name": "meta.csv", + "ext": "", + "url": "https://zenodo.org/api/files/e2288446-9ee8-4b2e-ae76-cd80366a40e1/meta.csv", # noqa: E501 + "md5": "43ea07974936a6bf47d989c32e16afe7", + }, + ] + classes = [ + "Continuous urban fabric", + "Discontinuous urban fabric", + "Industrial or commercial units", + "Road and rail networks and associated land", + "Port areas", + "Airports", + "Mineral extraction sites", + "Dump sites", + "Construction sites", + "Green urban areas", + "Sport and leisure facilities", + "Non-irrigated arable land", + "Vineyards", + "Fruit trees and berry plantations", + "Pastures", + "Broad-leaved forest", + "Coniferous forest", + "Mixed forest", + "Natural grasslands", + "Moors and heathland", + "Transitional woodland/shrub", + "Beaches, dunes, sands", + "Bare rock", + "Sparsely vegetated areas", + "Inland marshes", + "Peat bogs", + "Salt marshes", + "Intertidal flats", + "Water courses", + "Water bodies", + "Coastal lagoons", + "Estuaries", + "Sea and ocean", + ] + all_seasons = {"Spring", "Summer", "Fall", "Winter", "Snow"} + all_bands = ("10m_RGB", "10m_IR", "20m", "60m") + band_nums = {"10m_RGB": 3, "10m_IR": 1, "20m": 6, "60m": 2} + splits = ["train", "val", "test"] + cmap = { + 0: (230, 000, 77, 255), + 1: (255, 000, 000, 255), + 2: (204, 77, 242, 255), + 3: (204, 000, 000, 255), + 4: (230, 204, 204, 255), + 5: (230, 204, 230, 255), + 6: (166, 000, 204, 255), + 7: (166, 77, 000, 255), + 8: (255, 77, 255, 255), + 9: (255, 166, 255, 255), + 10: (255, 230, 255, 255), + 11: (255, 255, 168, 255), + 12: (230, 128, 000, 255), + 13: (242, 166, 77, 255), + 14: (230, 230, 77, 255), + 15: (128, 255, 000, 255), + 16: (000, 166, 000, 255), + 17: (77, 255, 000, 255), + 18: (204, 242, 77, 255), + 19: (166, 255, 128, 255), + 20: (166, 242, 000, 255), + 21: (230, 230, 230, 255), + 22: (204, 204, 204, 255), + 23: (204, 255, 204, 255), + 24: (166, 166, 255, 255), + 25: (77, 77, 255, 255), + 26: (204, 204, 255, 255), + 27: (166, 166, 230, 255), + 28: (000, 204, 242, 255), + 29: (128, 242, 230, 255), + 30: (000, 255, 166, 255), + 31: (166, 255, 230, 255), + 32: (230, 242, 255, 255), + } + image_size = (120, 120) + + def __init__( + self, + root: str = "data", + split: str = "train", + seasons: Collection[str] = all_seasons, + bands: Iterable[str] = all_bands, + grids: Iterable[int] = [1, 2], + concat_seasons: int = 1, + transforms: Optional[Callable[[dict[str, Tensor]], dict[str, Tensor]]] = None, + download: bool = False, + checksum: bool = False, + ) -> None: + """Initialize a new SeasoNet dataset instance. + + Args: + root: root directory where dataset can be found + split: one of "train", "val" or "test" + seasons: list of seasons to load + bands: list of bands to load + grids: which of the overlapping grids to load + concat_seasons: number of seasonal images to return per sample. + if 1, each seasonal image is returned as its own sample, + otherwise seasonal images are randomly picked from the seasons + specified in ``seasons`` and returned as stacked tensors + transforms: a function/transform that takes input sample and its target as + entry and returns a transformed version + download: if True, download dataset and store it in the root directory + checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + ImportError: if pandas is not installed + """ + assert split in self.splits + assert set(seasons) <= self.all_seasons + assert set(bands) <= set(self.all_bands) + assert set(grids) <= {1, 2} + assert concat_seasons in range(1, len(seasons) + 1) + + self.root = root + self.bands = bands + self.concat_seasons = concat_seasons + self.transforms = transforms + self.download = download + self.checksum = checksum + + self._verify() + + self.channels = 0 + for b in bands: + self.channels += self.band_nums[b] + + try: + import pandas as pd # noqa: F401 + except ImportError: + raise ImportError( + "pandas is not installed and is required to use this dataset" + ) + + csv = pd.read_csv(os.path.join(self.root, "meta.csv"), index_col="Index") + + if split is not None: + # Filter entries by split + split_csv = pd.read_csv( + os.path.join(self.root, f"splits/{split}.csv"), header=None + )[0] + csv = csv.iloc[split_csv] + + # Filter entries by grids and seasons + csv = csv[csv["Grid"].isin(grids)] + csv = csv[csv["Season"].isin(seasons)] + + # Replace relative data paths with absolute paths + csv["Path"] = csv["Path"].apply( + lambda p: [os.path.join(self.root, p, os.path.basename(p))] + ) + + if self.concat_seasons > 1: + # Group entries by location + self.files = csv.groupby(["Latitude", "Longitude"]) + self.files = self.files["Path"].agg("sum") + + # Remove entries with less than concat_seasons available seasons + self.files = self.files[ + self.files.apply(lambda d: len(d) >= self.concat_seasons) + ] + else: + self.files = csv["Path"] + + def __getitem__(self, index: int) -> dict[str, Tensor]: + """Return an index within the dataset. + + Args: + index: index to return + + Returns: + sample at that index containing the image with shape SCxHxW + and the mask with shape HxW, where ``S = self.concat_seasons`` + """ + image = self._load_image(index) + mask = self._load_target(index) + sample = {"image": image, "mask": mask} + + if self.transforms is not None: + sample = self.transforms(sample) + + return sample + + def __len__(self) -> int: + """Return the number of data points in the dataset. + + Returns: + length of the dataset + """ + return len(self.files) + + def _load_image(self, index: int) -> Tensor: + """Load image(s) for a single location. + + Args: + index: index to return + + Returns: + the stacked seasonal images + """ + paths = self.files.iloc[index] + if self.concat_seasons > 1: + paths = random.sample(paths, self.concat_seasons) + tensor = torch.empty(self.concat_seasons * self.channels, *self.image_size) + for img_idx, path in enumerate(paths): + bnd_idx = 0 + for band in self.bands: + with rasterio.open(f"{path}_{band}.tif") as f: + array = f.read( + out_shape=[f.count] + list(self.image_size), + out_dtype="int32", + resampling=Resampling.bilinear, + ) + image = torch.from_numpy(array).float() + c = img_idx * self.channels + bnd_idx + tensor[c : c + image.shape[0]] = image + bnd_idx += image.shape[0] + return tensor + + def _load_target(self, index: int) -> Tensor: + """Load the target mask for a single location. + + Args: + index: index to return + + Returns: + the target mask + """ + path = self.files.iloc[index][0] + with rasterio.open(f"{path}_labels.tif") as f: + array = f.read() - 1 + tensor = torch.from_numpy(array).squeeze().long() + return tensor + + def _verify(self) -> None: + """Verify the integrity of the dataset. + + Raises: + RuntimeError: if ``download=False`` but dataset is missing or checksum fails + """ + # Check if all files already exist + if all( + os.path.exists(os.path.join(self.root, file_info["name"])) + for file_info in self.metadata + ): + return + + # Check for downloaded files + missing = [] + extractable = [] + for file_info in self.metadata: + file_path = os.path.join(self.root, file_info["name"] + file_info["ext"]) + if not os.path.exists(file_path): + missing.append(file_info) + elif file_info["ext"] == ".zip": + extractable.append(file_path) + + # Check if the user requested to download the dataset + if missing and not self.download: + raise RuntimeError( + f"{', '.join([m['name'] for m in missing])} not found in" + " `root={self.root}` and `download=False`, either specify a" + " different `root` directory or use `download=True`" + " to automatically download the dataset." + ) + + # Download missing files + for file_info in missing: + download_url( + file_info["url"], + self.root, + filename=file_info["name"] + file_info["ext"], + md5=file_info["md5"] if self.checksum else None, + ) + if file_info["ext"] == ".zip": + extractable.append(os.path.join(self.root, file_info["name"] + ".zip")) + + # Extract downloaded files + for file_path in extractable: + extract_archive(file_path) + + def plot( + self, + sample: dict[str, Tensor], + show_titles: bool = True, + show_legend: bool = True, + suptitle: Optional[str] = None, + ) -> Figure: + """Plot a sample from the dataset. + + Args: + sample: a sample returned by :meth:`__getitem__` + show_titles: flag indicating whether to show titles above each panel + show_legend: flag indicating whether to show a legend for + the segmentation masks + suptitle: optional string to use as a suptitle + + Returns: + a matplotlib Figure with the rendered sample + + Raises: + ValueError: If *bands* does not contain all RGB bands. + """ + if "10m_RGB" not in self.bands: + raise ValueError("Dataset does not contain RGB bands") + + ncols = self.concat_seasons + 1 + + images, mask = sample["image"], sample["mask"] + show_predictions = "prediction" in sample + if show_predictions: + prediction = sample["prediction"] + ncols += 1 + + plt_cmap = ListedColormap(np.array(list(self.cmap.values())) / 255) + + start = 0 + for b in self.bands: + if b == "10m_RGB": + break + start += self.band_nums[b] + rgb_indices = [start + s * self.channels for s in range(self.concat_seasons)] + + fig, axs = plt.subplots(nrows=1, ncols=ncols, figsize=(ncols * 4.5, 5)) + fig.subplots_adjust(wspace=0.05) + for ax, index in enumerate(rgb_indices): + image = images[index : index + 3].permute(1, 2, 0).numpy() + image = percentile_normalization(image) + axs[ax].imshow(image) + axs[ax].axis("off") + if show_titles: + axs[ax].set_title(f"Image {ax+1}") + + axs[ax + 1].imshow(mask, vmin=0, vmax=32, cmap=plt_cmap, interpolation="none") + axs[ax + 1].axis("off") + if show_titles: + axs[ax + 1].set_title("Mask") + + if show_predictions: + axs[ax + 2].imshow( + prediction, vmin=0, vmax=32, cmap=plt_cmap, interpolation="none" + ) + axs[ax + 2].axis("off") + if show_titles: + axs[ax + 2].set_title("Prediction") + + if show_legend: + lgd = np.unique(mask) + + if show_predictions: + lgd = np.union1d(lgd, np.unique(prediction)) + patches = [ + mpatches.Patch(color=plt_cmap(i), label=self.classes[i]) for i in lgd + ] + plt.legend( + handles=patches, bbox_to_anchor=(1.05, 1), borderaxespad=0, loc=2 + ) + + if suptitle is not None: + plt.suptitle(suptitle, size="xx-large") + + return fig From 242fa909c3802f571bf256f61ef526a4478007e8 Mon Sep 17 00:00:00 2001 From: Nils Lehmann <35272119+nilsleh@users.noreply.github.com> Date: Sun, 24 Sep 2023 19:56:54 +0200 Subject: [PATCH 024/113] Move SKIPPD to HF and add forecast task (#1548) * move to hf and adapt tests * comments * requested changes * dim typo --------- Co-authored-by: Adam J. Stewart --- ...017_2019_images_pv_processed_forecast.hdf5 | Bin 0 -> 2364544 bytes ...2017_2019_images_pv_processed_forecast.zip | Bin 0 -> 2365714 bytes ...017_2019_images_pv_processed_nowcast.hdf5} | Bin 151984 -> 151984 bytes .../2017_2019_images_pv_processed_nowcast.zip | Bin 0 -> 153148 bytes tests/data/skippd/data.py | 82 +++++++++++------- tests/data/skippd/dj417rh1007.zip | Bin 97494 -> 0 bytes ...times_test.npy => times_test_forecast.npy} | Bin 367 -> 367 bytes ...es_trainval.npy => times_test_nowcast.npy} | Bin 367 -> 367 bytes tests/data/skippd/times_trainval_forecast.npy | Bin 0 -> 367 bytes tests/data/skippd/times_trainval_nowcast.npy | Bin 0 -> 367 bytes tests/datasets/test_skippd.py | 41 ++++++--- torchgeo/datasets/skippd.py | 81 ++++++++++++----- 12 files changed, 139 insertions(+), 65 deletions(-) create mode 100644 tests/data/skippd/2017_2019_images_pv_processed_forecast.hdf5 create mode 100644 tests/data/skippd/2017_2019_images_pv_processed_forecast.zip rename tests/data/skippd/{dj417rh1007/2017_2019_images_pv_processed.hdf5 => 2017_2019_images_pv_processed_nowcast.hdf5} (99%) create mode 100644 tests/data/skippd/2017_2019_images_pv_processed_nowcast.zip delete mode 100644 tests/data/skippd/dj417rh1007.zip rename tests/data/skippd/{dj417rh1007/times_test.npy => times_test_forecast.npy} (81%) rename tests/data/skippd/{dj417rh1007/times_trainval.npy => times_test_nowcast.npy} (81%) create mode 100644 tests/data/skippd/times_trainval_forecast.npy create mode 100644 tests/data/skippd/times_trainval_nowcast.npy diff --git a/tests/data/skippd/2017_2019_images_pv_processed_forecast.hdf5 b/tests/data/skippd/2017_2019_images_pv_processed_forecast.hdf5 new file mode 100644 index 0000000000000000000000000000000000000000..6b47611e4504416294882b115843b631fa8c9998 GIT binary patch literal 2364544 zcmeF)dGyWY`!D`&s0$iS?opZdG_j~WxzVGY4uIKZ4UH83T`}Ml_nA+8A zW=NMaT_XOaNs~yO$eeum@2~&spMS%%6-XZX_xZoCxBKToihur&{^#$!l>d2%s-|&z9|F+#jjce3MX!)=GfB*i|Eph0Y|2#_b?}7jG_kSw{YS*~GVFcXbpQ!Ww z^LNWXI{W8oqW|OVyY(K}zUO~Ef3#o!c>J$EEByPy|K#8Qo_=em`j3IG|LF4nO}`cX z5$?Zv@IN{H|7rHW2m=2-{f_=eKmUf=tylXlkM?WZ^RX`fInrm~e;)sT)o+sq4^~f+ zNcms&cYL}mNyGoz`{1AFUtj;914!{rB~M|NcA6{`>mBfB$_w6-!|`GeZ7T;{Ma)nnar9@suf3 zCI?RQ53{LK3{R_h^51`${P$V1Z2tS?|F^&Y>gr#;+V9Ok_&jocJ`6G4WZVOJY~z+C;U) z(L~Qg+eFF4(~0tlI}^ha-*}~0Vte8-w(|M^b)tDLvkvk@iCGzrjkC8gCTFWc1^W_)5OiV2E>a@hO ziQDzDa20sGew&cqCDjS8GK4 zR$@}($3%P9nQiiG6y#lXx$&Jn>-S%S0~EZ}a-ci7AOX zT0WR4q=Nj2lMh9FI#J9k? zgn#qmJN*Bic;4~-@GcJ3mlH>zwt&6iiLVm%==eHTACX_r-&>^BAa&KitZI`)qv{(ujcd0WQr{YwVY5J$J#hrO2xmO;@@fPe2MIQ_>c$P z9Jx+yNJ~4T#4`Y&OJ(9DRp36X{wl);sT^<6Oasd3z{?88EbaMixLnK2ZHeC4nupy} zqS?US`z%#Xj7&TVpH(7hrp*_LMTyP$8%iHPiTOh@%*Jy$?V9U7952~f{*=w<^_d`o zOQL$5?MZAuj`hy!MVrJqdi)HgDe#hwD(?6Es60F<_cu}PES%+*^WEjy8PS)fhnD*8 zW3w&B%Zs8YCd(QzEqwdJW2jMf8~eV*6>ay(*Ma;ju97@OY1!!SJ7c~_2WM5YM^(%z z)N>f`lVxNd9>2t;1!9p=~Z z<^fv$=gt#j#I53WNC~{KF98C47{OFhD3VtFUCa|oLvj6FVulejy=Jz=P`2^E$?8r zd2)XFO`mqy`qNK))o=$y%2V3yT4$!#FX=LmJedsb<$RyO(j1LEez%K5IAB+ z`%Nxhg~vzQcTgWn^B@J@8hCbxn$gNgx6@kz$A_xT1x5K1EexT%6RdqE{#9m&!ZP|z z?3b6pJ81TI&vMbgX?T@{d>z?dUKY+*&oWV2Nj^=$`~7_WNqz0l%2JP4ivKQkH| zk9lAbt)-LAfAge>x%C7*{=oOsm|cbGeE8olhsXH;rmXJe^>0LxleLL-vqC0)4vmUN ze?i1^ja0>JRlV}E*sJ2I1tlG?gqA-@(;@>ZA}#L;+G1{?Q@BySmce26FQy_TBB z4?^c>@w8WMo?-h=HDEW3H$v+NT*pj!ih?T}X^_Z=VR$j5W{PPl-JPJC^O%fT>u1Ow zz{q;9)tA@XsH-%Ov%~5Ll}4TG4%@+gu3&RG21diBAp1k~Y^&uIh#i7{Yltm`az9>V z(B~^kenT!k%j?nFWWmZ-J{82ld8ieq=E}UP#Fw|VdDm;%jB`Qegw4iebsv(PcfP{$2s)iZOT`>{Sk&)9u@o-m$kvaoIQBz*KOa_zWQrI^QpINT z$5?F}8T}aauT3iX5DPP4HcXoz;F25rLyS;Ei>oa3;n%_>rukH)L^8)m%G@uk-X5Uj zu~^8fN>8;0{2K40>2m^qPO3?x#L=BX&ZvF?KP87S3)Ty}M@8`Wrv$$Jzc>o4Ko6Q#Ec?N`U6G3d2EKsScT_6XVqE)E=*; zu_gR1Cu`RA7Gao~rC`p}wz0-kFXH ziD)No4ym3?u=}$5xDNO4V5J3wZiQNHcrL_iJ^n1gMP=jV#m2Xe7KhF|iF@VFF-R?u zCC6B*CiZ^DdXkM3F#28gXR^Y3h|;fvQ(tQNma=!k`8d{J7tMKo*2Yv++!cJ!jJ-9i z4-?xKZP%(fJ7AUH*mJP+fc&09`x|8NJ;`{ti)kfA@78uP*1u${lW0CPE6k#-C(DcYYt@XET4ts%K~6)n8Nta9cjHmnf*a8Y;Mcvuhc_{ce1vJ%mqI&a@_UZh8j6ZoGdPX!g*!xPX zqw(|rCBAQ_x>*Hj1g$=@__En4GprZO<*Vk9PDZUnHAS@RoXm_fwE47=uI1%9<2{Fy z@yYdDb~sdFu{eY?dDN8B4pL`EJRB9@Oi^rRwJ!{-dAwTx?`7_6_|ICgi6x)basYMsr` zvvTEW5jNpPMz0i8N$NUMOq9=?171d!0C2xZHaIL>ElitI_HnfnSh`jvFg1tL&x&R{aE-@8O($MlvMwkV`M#(Xb zt3J=r`WYDS<86NUG>7IX*z`8SH&nF_61lCI_S46U6rY-{yJ+DNDvbB(dEwGhEh!=o zOF44INaJX0KIMIjjh$Mo;pJK?F01CYHFgUX|G1HA$%z;EKA5ME`+J+{7t5b7sp2Uy zv}bvtqobhKhlN>i+h8{OP|tgKH$&u63*J!o8f*WQ7~W2<93G~lDdK5utSS8Jjjveq zUxD{^@~xZvS%BvP;%RKwx>aqd0gHPu_q|BJkaY)TbiB)~h1WRG^PD>O3serOIthMU z!O01uU6kA3%HZ^(so;1T%pR~FdRomZE%z?Uz((+y!=C~)ei^26YdLdBRM)Dl{cur;?UZW4atxlao^FJPCMriweq_Yw0Vs_y!T@-E0K1{Mf0(v% zs6P*yJ2t98%dz(n-eWzHn&P@)CL?ZN7wd=W*&06N)?;dNHpz|i23F=f^%z2xd+Bje z5`(7d%X<)fiSn0;@G+?0!t!`C;Rfh6H||1zN6>s_KHeptDzm?rKF4BlC4Z-=9F-yQ z3=f_%&ng-eU^KP*QQp|c;8flS+xdDQe~zo6{XFYnHob_i9@zX&`*;U?Nc2r< zY=HGfebuA949hG(9+UA`RFGHcViATq=-C$+--w3Q6@4b?e{AGgdZxqc^Zd)m|AumJ7XQbp7^mR-9CmWi`8lJVQDOe@`XnR%pie13 z<5ZPlj<0t7HkMn6`y9;`#@9|-Im?q>M((X1EamkCe!k&-Y-Y%v7yVDNaFNm1vvm$G zO`+A5lBV))6Wz8mem#*KF#a~Va0$BGU~t)M6}5ZQNUMxHik^PM*=6e5gwKckY?P5% zRDr3oqbr@pxvf_8bie;8WqE5_U93-cnyiAuT72!x?k0723frGxbv+J8(NA3}TmYBp z=Jo@8e@M>Fa~|UwxOIZlr*b?y)TTkLzcE|$^ENg3D|-Ei4hxFneg2%Jg7U^`XQW#4 zwIN$wF?TaW7tv!$h%S-CFVRMIbJ{xfXB4)kP}CK?zUOFlygw&`1vtG7)z{%xf#otH zEUtYC+8#tT(?ym;6noW}Gjilt9&|QSu4I3d@q+DNM6rh2E8%P!`-7o-FRnTzJ?N=! z98eby(RM>eUZu9~IE(jJMIm0&|1O>#=fj&&T_E3=K=e=ct7`uQT;Hdk7ufm5s~KU_ zSymTS2dBYiCAQ1K?hM_&$VNJUQ_H~l>h27f6{Guwdhd~&KNzjI_j1i3w@8!~)Rpv* zXpfyRi`_O<+Jh$*#nOX* z3gaX-Zmz+|F)>ev)^BE)m#yrYLai4)TNEoSpCpzY5bi*O-pgLmwzeb z!qag1QQWtRrx<2_gW(j}@~GGDPGZs3+;N4)I~^NBYdKWOw%E+2bwQ|=gwP%}@=cX< z9OXBq=(}MyS-kU&J5$@KRPvtMvmc^$X(kolPpe@g*n1x$Exr1a`h7yof5GgCD%V_A zRCV-zbLM*b_=7Spsf#Pw>q#vi`#Ealo3)?D@Am4*xAL&O`nJvQ_|)ci7CwdPQR7@- zd7iBNg@rR%y4SclMYK};PZHCtub4z<$1i1D=ROa z6;(_1y^ZSnFm-fPt3GCNHI4TX=iB_*Z2ZUYI}HlOVe=l1pP-njDp8zo_{)*uMq4V% zH1xEU!ir#bwj4b`h2I-LpM36Pz8J)Z;WS(cJ6qMj!X71{bP>|URD^tZyCSmh)S)>> z?hd7);(ZkMlU0getd6p=Ga5hhso*8}tT#$S%>Axj?GoYpG@eNfd;!Z*hhD%@HAr>9 zYz6bcKyiGE@p{I6NS43t?_J`08G08*b%R&qQ;CW^%&upB8tDktFR1TU*xU`F2VlK9 zsiZAfJLdR1eD7@BR?z*9uIeWJ?@edlsF@{2U7XII^vY@WzhmQ^9Q;PspX7N;E0dWce|Ef zs*F{5I5#=t4cGQPIsCBs=>@HFL$EC0532Dc)jB=h z+TKo_Y1GVkx3)(0ua(5MC!7=X^*bwn%dv4r9IZl^H}Bku%e{2HLFF9b(Of?C!srGW zmx}jsrm()B(W1TTSS5-t0{462HiGZN@m0wBrxV;7Y@MkYp-QcnI6P-3to0edi<#>x?dfu!E#iG>0XI@*Y+*B4xo_v7g2YhIr5{|Eeq z(iY2!O_b47ZK{X)R(`%xQ)C7=vpfOb8)Zia&q8w}nJGS0_DE=f6Ve644s?^Tt@RmGpwwbyAUC8Q70a7F%n zDWa~lRmbT2)c9dklMyEu<=17=T+7P^Fzm_mD)dnvSJxOLFN^Vhw5jJqL_UG~cFKsF ztaKOmLypW;aYo_diuy9t>ZTNbc3Ab)qlV7rqnkx~t;cVR_jXym0Cwlp^v?3Ggq|y{ zl9m~}tw=wk#a^_TMkdDR?eV$HTOyy!+CgzW$=);`w2|p4u^Q)y2a9qm=vF!g1 zzU5`(*Jk*LD4z%(Qt@N{`<;UCXXh#$=KA>@E*Z=s`*}ZzcQtr_ST2sFi}~=ohVO4t z%P6Q{RQ*oLy0dz8GR|PtKh9%!Ho`LyPY=&!Y{jQRO<=TF9eNORRgC?oxn#Ba(?NZ^ zDAOw9Dy}zLZk!C_IiiyP?A3ari}wjniYGpOXhsJ)w0(icGca~H-5+GVH*No-mOKuD zdY%takG|Jpnv6STF8K;q*=7B1T+~qK-qGU@nf5*(dwTtn$gj$Yi5}(Ve>ccK3++~N zU?SvF(Efh06~l8G{paA|3(?Fo59MMZuAXVjgQ9d9pXUxTUU|x^PvybEH!vKfR}D7b zGF}?TeqwV3-OV&>+=hh*d43z6w&O=Cy(&`Za*t1_K6g{WWiftApG{So^6)PJmyc*; zjohgzubQgFPl_k5MHv8s!#AckwPA!qX#MeR#~{q$bUlZlG=aT<38A~FP{Do zTqxH2@t?xj?H#*BCyP|7@A!O@eTc|hQBOZgv zQ{ro*%_MbbA0N-->KxoF(9(Q9wZTd+DEISI5C0Wut{c@fl<7lh^VZy95-zr92@REFLIrCnGZCI{|=T^sEhVkQ$-?$NfU{P{ygIme5Q)b|_g5~95m zL+kjzhXS9LxgY6KP#jU?=1@Xu8D5(Yt5meQbeahZ)g50Vmp;&Ek~)=Am5SBXWpiy& zk=LU8ct;oSG!L4Aa^S45$d6IcMftE#oL6yC+{n{Z`yu?O4U0T%mDH}CIp-&N5TAjy zrrYMUav!BG@%u9#4G{G*-mlWGhD!dD*{d$S<;2PkOcfOIESYeZNay%_tBNv3q(vy@ zUK(z}MiJf=z;IVNd{;6<)8Y1_SWdAqn!*}m{E#UB7Wr?YN=0Q$tc}mXzZ^d*VZSu1 zIaTOfUdbifI_cZMx?u;EO;s<4&_V{;_ddQq5Zfv(`nyn^o%Nb6%DQr8yGI+K z)7HqHWKjxMcEIWw?p{zYGkNrlc(U<5)({uzBrTpUQ$U=xX=2RQGHDU7zEd%VK_Skk zeXYe-2)+i%hpDf%Xv!Ye7Axt>a2=A&*3^7>go0PIuwV6TfZ21}hN=szA#uj)4Xm}n(UN2(Ek_M6i+>S6 zQ;FyWSrBK)ZpU30NdC<06a0$nK4(#IC67zVlUr1=tyI=kOii%)nO95FcWpYEru8S< zrr^hW{yxl;A>x@vH8;tF7ax4?li&63r}Z+Uy@1{L zbflvBdo2CkPEl)FysX-kqMyv{&c*RS9#5v>-Y|%B^KnLQn6?d#xr72{iTo$1elAxg zvC>~2_ZRoQ5IoB7LabiGUTq4yTSOyp+7_Y(w2P|aXnRWBj3i4s>Us@ z*V{a8t%?>9!yeTrquH^pn!Ul1rDBO|Rwv>v6ZB_NUPgZtM*o|aV=1B-tzBWSj@lhp zQ+=pvoly0wQTSI_s%i92JlYP4SRo%aYEz2cV%(joXI(j!mTzNmyh!`FCN%Qu7(e6M z!9waryc26p59{Shd^UCwa(9Tene0kQ*N?(-i5hoRc4TE|Gdx~W1AbJ+V*Va!#;W80 z6Uo}vMpRjOaR)z3$=AKC*Wl|DY+Mvo22rhNEv~N_iQBlgEv^$@O3Ul{-_4`(c={IK zg{bf(z1#tnPgI(p#Wde2v3kBLrm6Dx5g6?9=qouipBi%MJz2}@a40W^Kg3i4hqq%X z&M91lO;cm%#!*FhmQBuDY1R7tBC8LT?rQTIW4FRroTr><{gz1b7iR#P;Ww^_A5W#X zLZPVG2S6##xVKd|;`-67v@?r0UsK3%DtMOn1+0V0sy|sBeS%7J8s|QlG+i|=!n;jI zIKsQQ!gwQP7K6bmjJ+ybd&r``EZq&Aak3{3Jr`qdj;xwuq=EQIO;vZQWSRWGNYA&5 z?g-yw27O5sb7W=sP@fLtT8x(b%dW+T(0f2c#pL=*mf}4?%mqixs>|?F7_zG|6W7l@ z$A>R@Rn~eTrxDW2&IvqN%8&0b@rS-~j^Kiss+(5Z;Zs1a7xU_3I@}?G*NpNuE$m}^ zn?4`Q;@O^O^L!$_-jW4-aXSUCaVGCL<;T@cljtF{%DC6c>QU9|JxojyY4FpF#@>T%i|8vima||zu7|iq1a+zJ zAzXf??f5766S~0o2O;XT53sYq1nvlLgD#47(=ab#ktk321{o@Fqn-ixQI>^y{vU6_eg%KfYt!PXct#AkJJ?eJuI zP!6_pc>9j=i}0?Cdhoq$*bnimaysr5841VBbW)rz30{3qDW!NanqT`>#G2GRQEV+R zGRGXb%Zw8Ddenj9UYvBIvTi)S#FLMy>2nOkS>Qazjq^Nlj^Q%?Zld)f^!Wq?8f%$C zUM#2S#ZYg{lZvYALUGqqWA}*u3NEY2!g}zyMgKZ_KgpjP=_}T)spr}csz51#;_>LG`(MM{$x0O#{ zSeJ~V#D<<9)%P$y*J@YN@pjs7Qk(wfLEIm3yIxVjI{R5BjwikHqs;9}4|mFkAF+Oh z{@mnOGR&s?LAX1A57 z%ZQ6-HHd>2o9HpJ6?wRUQDk`kS z?}{*Z*W*Xc8sqfK!TWQ#{Z_vJ?p<3Z=nT+j5?qhS=Jui-jPHin=_#tXpX?(0>&9w=9%ml`;mq5_PCWf>!!PUh!ERdWhEEwtH9^&4S3U;oSaean%H5V=Gz zxoNuujaQZbgDB%^UKFJNb5uJS^> zJiBf96xV?67s>TWg``&-p0p}Bg{k@KNPZSCn(=btr=RM+gkIva!RJI+Qbs?PtdSFW zHHOM+h;XyN^)Pf!tFur}YxGAv`i{yE^X^WO7r{zg`H`J2Cd;#pTI@C2Z0Nti*RSwj zlvf4eHWW*5in+9GZR~L~^Ta~6^(OJgxyMw{eVzgm`mcrD8(y1BGtaT}7wyOAJ-dze zDrDnaeqqn>18*veY#;Y!kVHx%1CD|2K`!;xH)?*2T z;tIE4scbOJUSZ)WEi3S%yxvX3w}7?J^*JVon$b!wQIyg)le{P?%ENpaD$_Pc%9hxK*FHmSeFx{t*7QCf9qLc+{A#-^1i?5x{l`NVIZZMtsV83 zbbPOhvB8*ci{Tf#7z@)%dUSfWu=n5O>|Ir^?K9vX&ZRE%6y1YpVMBAeFGXY{l9;R570p9u?gc zUcM<4eu8KfzAaJ5@?tKon!8a&Ss=m&`1uv~DIKqft!WtO%ac9EA4!)#ig=)E`n^}u z;_N(KwJni zQ7Y&c@Lt821AL74%h$8<2?e%=`aGQ9N5B2$S0%lEg#0Vo)uw_Da{Vo;+M>F>WW1Z9 z8TS>;SAlLa3v^Pcj~cm=$TnI-B^MgnQfU+SMlFNO3O$!Xp{`77WX$fc>qD>c&gTW(r=qeiwAw@8p`sS*_FL@CrM3&K z-o>Bdm~M*WvivHqbrbn_Syh=vU$=|0q`c{(XD&Kv0FgL5G9EX-Q$bu4I8Lw06w;WY zj^kkyy~W+&p|2msc_Sp_%8=R~Kd+K?fk#$YF43~9Dide$j!@+$9;WBhX1?^Hk*bcA zX63$QrAxy`18hA{5pj)gYoq3bO+#%usg5^j6<0MbfnOVy;0SCl$e1Cx7)VDg@V8Z7 z|4Lcm&(B7R>lflv=Z%#AoBo}X+&_ZPtfG(W%6>CKC6#Cl6n?G3%KGShu4YK-gD3#xfzj6D@QW%PfMPqiRl9!lltrwG*7P}*1U=)sqjj>j3} zzGjxe^6N|E525Jzgz$b5{Gd8Kii1+}Db5m=fNtEabd=@yREao$d{Upc`4i`4Le&YF9_I04Mxc~VL_#8Ld98nzMMJ}1K$xM4%E*+6Sb!AUyI&Ez1582K{ zT?19PxcV&ambhLl4f)=Y{@Y;dE;ICSeYVlSD6NKDUDku>GMHbX+7)6RW>pl|FK;(W zZTj7=2G4+AUMs$*jPR!FpF<7W>h%SXt0c0q@Jb1ptm1!6rMXUSW!1N!M;AO_hr!ac z`ll>-)(8)aqnX*RI{$7FRbKeCP=}u5_b9R451|LxKP8G?6tYnS@rluJ{@n!Iabk}v zzB;m$QEl%f!(s=BeX^z?J*1`CesC=$q9tPfoqyH%5!W(YG~>n{n&s*KZqMIU4`%C| zEjcq}qM5;B`bqXBRPEX9RfF~)bluhSxQlEX&0XW~4t(E2v;DQ`W~5K~(*xeiWLliV zeh_XA#8DCoMJPA!hpr;FU+L~OI?V-@iz?dJG}2E_ot1}cSpG%5y;Htk5&w%aHyie{ z%h^}NJP7VzP)kKK!A}r;g1SEUtS=90<2Y8d52;uqycTz0|7xV0Ah%xKYspGQo{aKp zXVG8F@({;={O+7J9fb{}A#T~6}jJKMa=F6mq)Yu*Htdp$i@hM?>`Ej0a zt&G)K-N;N+6Cu>uOtwi>M|*sbSFw_Pwd>2z*Z) zFBK(s!dN9X3gNR5{cPo7aTt_g@eZiQwO%#g@E|+};G#Khvxq;=l?@QXN({uO(39|0 z$cV4-W;`DUv((hzB32~J*j{DyTV-!kkLti+DdZm%c^@OaF4DNew*Z#nllA44f1m7) z>j0PIZw@Y=w=19 z|Af;kUXAxpmG$|8DpvC-&SbSP2gUixQOUU|?hHFcC$ZPVpIE62!P9(5A?iiimR51T z!o)OHC$s7_jVGndQ)lVqVVcOE93_>A4|%N}y`}c(l-D}xH(QUmFKZ^1h0iV7tHAa^ zInx81gLqto$KTS~jnsQ5yEpN@qYU2Zwe525Ar)a2Tr-LE6R0%i;{#$jD2lIm6_G79 z<_9!*GnC`1u|N1SR-QHYcP`wjt7kDU#=Dfy=^@U+Ulm6_UTvn?-e!dM=9Ij!kLxz3 zQfDu9^{RGjsDGgt8shDF>WMpEzNLl>s@TmCZjSeBv-%rve$f3ORQC( zf10O5%-1{NQ-{*7g-_gvUJa6Qcij(S9SOZTYUQI=LA8vx1>5H!P*lG@Mo(>S+r;t< zqI*pw`Hc66N)+d93-SIe8+TEE>_f6&-gVI8ek}Y2)muC&ZcRQ^qysSDUaoDBFEeQ% z?n=2|lvikO5zS`7$ZA>hxi*mr_rWVOj;>>|me#4Lu?~GN6U!c6?UVhFvGWS`oHAA! z&*C18dtvn$oCafSf=u2c-yaZbFC#U?MK9PNcI>KE%{11Uc^pSLl@i8o9GcUzT_*Nc$tukGu z!1mhS3e~OJ$0tP3=@Dy;Mq&y+7Fk_%6#EGI|GFCAp0yuUuFbHxSq{Z@oSUJU2aCh8 z@D^?M@#qy1#{1ID)SM4mOZ{xZSbn57EUZ5Wdz}?PWz)KX3B! z8Gl#sun{bJ)7@E7u7>nu$yyMf950Yj&tvemIQo#eF+eUWMflYWM)U@i}%}F<4Elzk^yw8LJ*o%XlU33W}9i zVrfPx5cJxJww}IQ*A*^O_6fp3*j_c7fwxPyRv;Vl32W9@?f>(zzs)bcm|R>RH{ z>gY^b+6JE=DJhLCm@4{j&9O~IHl5|Twss)D`tvj`TgCMJj-9_~qc_BU5oa0E{j92g zrtL!%6)S{gJdN|f-)i##9gOhoq`p0j{vIETi7X2QQnDS__@q#CE1Itx^L9Nh`qD`z zD$HmmX#~>~dX-{tt$e!+*YQc*Pm%N9v1oDy4R(sBfU~F>5dJ*UG(-5I;&MyHu=(GA%#6pVaPeYlAP@ zFHD7TuU>*Kdr)ayRUdZ`{~@gK9$@+9wj$Fju zV^q6OY=zX5qg2+A$FaLxX?$OCtex>nJ5n`SMGxzBl$G{!ax$M*VR@UX8=rPGGxjvc zN6_rw(1~;Napy!1Ynk|T`bUh-pvU9pl%?!^#kZ?eJ)Pd;Q^GZ{-^9oG9O)jv^U_#H zqxNPa_LWQj879svT>Hr&1w516=RR;Ss(g^^{vOJ<7(J0nX$*~akbb- z)EndYLWrw&QFoev8xi8#ph) z>u>yj$0>x2p!mK~&X@u25K&$;)h+BkLouT< z9_xpmey`y{T%T6V+#j#}E|Rru-hiF{ydNQ+PBL_a`aM>j#QpK}sr-^`{utJ|u+SUs zjl?y;k*#=HBKA0c7}vzk;BS^>#cQYLY)V?|D5}lkiM94=9H0EY>rt$N$H{RtNsn;>T0WrxX!4rironYu@6J+be9Wz8|3IG zM%zG#&#*UJHXpU>cw4pD1hYp~%_FStgybbENyn@He5{S@ta9ikxYg0CA*N#=wAf3h zoM@h)k;Tc}X(G}JP-&~>D&AzqQ0xVikNv$oE=wixxxnqLJp{kl6>OKoVi<;#@*;|K>St+Jq3l2Vf=&qiv8#gvydKQaW&dTxqi3!Ct@Y;K)hB& zU1ajjdgT{KHWo@-5ezc#rekZL+{q)~@`>h82>uAGQJ9N++8&a_w|KUQ;xpnXR?^== zq@0nDvGOs-;tHM0=B~J2HgRPlX)}r8%IM|jg{TJ z&>*RlDwzBfI?d_$dUi{y5^;S_V~^roK?S<}T=fr@Z`MCA6e1^bQ1(Da9ZKK?lkedzE9I$4UaQIC$7uLCPNF; zQ|!R980&Gbcib=hg(|V0%}kK{3~p_VFi`Cqh=mMPas*>(a94(3KVaf0?aWc3VvmN; zwL1s9_>Asz)>^ahGHbnYf6_=(ldFzwbWng2S808mE^0&WTb{<*$R}wtu4|3m89KtD z2M^;)g8gQvSV_g_ki*SLT_Cy@^0|#%0Lt01-AHWJpmQDE4zqVii+g#P#ab@*);h1M zz9FK!%#OWOsS}R;sdY!~>&Tz>$x6{*Wjc@TLXO6#pQUK&I((+)L0+@MMV`kFBU7-I zUQX7c@)WRHs8W@eRn27Ujq2eoR6T&Ey7DL&ET=+gEhQF*$3yVmfU)JOLYz&hFGGIi zK@Go``d^r(3bdP!@9E^rQf)tgdtrz^#m{-PzY_S>o_C+2z2II``pCd zbC6lWkB=!PuIoDsk4sc^Egi>wXHOYB?nf>o+vC3PPpRY&`uvLG&%?MXEtZGJH59hT z<7?En3)bv)Av#qBYNk?8;@h7%i2Id);q@Ho4ix!MFpc{QGGRD}D)c6d9#sowdNdIe zrOd`Ptq-%(Vp@NDCf|b{kmq;6t2T|cq}|Ak_9Cn$i(}0@5qrIwE{ooAu?L@m*M`AN0oT9#NYRl72;l&AC}ecuvA~9 zv9H)F_RGuI^|I*OPRic&YVE_6`n)w{2d$UEE+?N`<7z9c$IwDtQxxm(ba0Cu)Z%li zld|tLy_UgG><+Zl$X{vE&8&R@tM%2gX36;@klBp4%9tJ|4`T(94(89&MoKz*k)Pkm zq?R!HO{P4;tL35|%%}I|#!oUbJC*P8PIa38`Bd`FbhMtemN{ zxKAycO1>Vezw+e-FZxkSeCpnpAJgy}`#N6bYh&nTmoH=Sn-hAeXmBm7eBkGlhk6FuX|(%nQw2 z`i|gvS$Wsj7`NfQAv9m5y!n(6pEiD~$4s@UmYVP?KQFLxfhKD5{#sfuCZey@p07O* zraGAq!jrfIW~h9;hf0>hbfSE_7gE2egp05d*U3+m*Hx@8D``EPUJ6mnNvPec&gN%3 z_L3QZ`{{CFqdu`xI&18Cu>VY~UqGurB>u+mQPIVjil$Z-anHnS#;YKcV<**GM%@mx zKg{cKtSb^E)X=Me(H^FRf?^o}iAD6CnkpJQ5?4qK zO4hI|^0qd8)P;K7NmNVac~u1~ERSxY!g1_9qQy>JRW%>K3!S+#_iI02Qe;v1$KGry zpcmIG#J-#HUT(M6aV1bmc*V?|gEsoXa*=52QB5w9+(vPuc=9uS#IC;AKzO$Jm+>i; zcSJKq{Ux985bgC8b#D^qxGHiFi=V(fKA&5xZl3k}eWIubx2HY2NR!P~in+4$9&wDO zyy03`qQbQNxj`Mff$Fw+{)Rl>3de3dZYr|ve9ptON@~bC9+crpKmLu8;U7}V5UP7d zrLBm+={$bd`r;k$I0~xCS*f8h3nRVKLndU?vOjh0kr%zG>khPYn<)K}hVjqF?RvFa@*Ku9Xi*jwFDBjd}tGwF7&M+|?QvWy7)EnAgOUbeB zD64`;F2tU9H#_pWYIv8Z3yWs7%&E=u*s=XSmG`V%StC>89+&uRqXASpdR~Su(i^P^ zpI*TKT%1(LPDcv33of6DB6hxeTV}0N4_2s!eMNPFFBvcudqy49votNmUiBrY>~D&Q z_n$XFJ9Z@A4F9j8K906_c{G`i6Jflan!Br{ZTV7PrbcC&Ept}LqASqasZ~{|jx|E; z=ikild6K*L+TjgMr>6z;s~REu18#HwVRc7 zeEE?c`zPn0gDgFb;na|?Md~=grM#v!9JQ!-$=+{tW$S>!(^^QG;5_CV@_+uQo-nflf-h%Ur>ce@AG~mahtjFi)@m&w` zF0-wg^Q;_?6>~zZD#7kOG!R#|{R)Y*BJISlW!M<%9ohFXHSS1h&*xJ#HA4O^z+Gn9 z+DPB5FrO>iCTo?FwYDN`Evop8Fm_Fvfwg;N!Z*-q4DF4gj9oFx@NOBeuMy!(GlwZtd35 z$k$WEGN@n2LU!}m1U!Gr-wM2p{Ve0!#AhjSnCw4`)42ZSPL(ntj~3!NcA8zNDu2YE z%d{R@KMMPOpY$pH8h-#%eGu+7cvh%3e^7Ae30lrf_5Ay#Pm=3p+d(G;D>$sdkQKCTozXQqhVF(<=iBcI|Pz{Rxu3!TSzM#PoN&thXS=2F5mu0+eKW!$B4 zQgnG7jr&z^F!p5?J@&hLLLRK9ovWTTfaGD>cP~`;S*OH4&+(lW@lIo%Y?zvit&xl= z1L?R1HtuHnMJ4;$v3{87s^8Nh93s{k;u%8+H_PND>dj92tPk&gn2LQVi>ZBQ#5)GR z>$Le6o_&lSJKQvZRK)nam_Mhe7g>8#HL9w<)l-qi8t*a%#QnX`$naWx9tM}#@g@Tn zVpoOFq5G~;;~xI@loj^~$9Fj_qsCThT7G<IJG-Ve+Pk!Tzu#RkGGA0fW$!CSpKY}1yy`-Eqpg(c z(sk^2y;w!t&8ME`tT=ac3<~`yIzH)&bH#CIS`8U?KmK;oa~gj~_`6G1zUF*MWcZDA zwAhNF1Z3J$$OCZuOs2%{r}-%OewqKSdS4ort$96FjBP~t8Qu@mtswgN)g zti5`{_9Gt0o~?&@w}H2v)$GPN`~t44S$I{R#kG5%P-AD_$EP6Oq12LwVn2=4GCV&o zqvuF$q!;OVSbs;EJt;Nztd2EBA(iGl=5E1wyjMD{-%I)(!|O{_RRSK*i{@J~#95(3 zjvNqmcS`Oo1Itmt4`%W9bP_A#>(!)k;w(x}#bCNoK1U|!(js=Hi+uuOC%U{ai?g(G zpLOhIFjl2_fU+jZz^I?A)yL*p^*)sE^>|bS zZpT!^lvZ1@pZ`GK#{JaoSt<#!^t2y)rd*+rIR6o!52fQ@A_E$2|KBX7#Ka2T;vZVmPMdWL(F$^W3I# zKO?&bs+(&>^8r?h8F!>Cn+KP1)HTubD)d+hGg*z)-)ip=oh*cHLM6`vtB*y!O4ZzL zetbhbOXc3Pd>hUGc(>hIKEx+96=mA3e2sI`H&M};{@9;L( zT5COiSi64oJ&CUwXk@S>)s1{VtxuuJmioroi3Mhb`0Vdlubwg6l#pfX;dMP##cqcA zsqBa&xvomJop3tZ&UJF2*>%!xDw(H*nVq_imJgFXr5L5hQe?o#l-p2 zJ4Aex1}a!J#-1ZRMIZOW-l)}fRWb*pddaSVYVR_U)saQh#c-S4eV?vdni)33Cf0xF z*)BkR8Tq>qK6id3L)Tem=SI_vTRGYz+lTTLVqLrd_ zR9x@VY{tIhyXAiaV?V~TYI40V#w)0Lm(5!D%e)5ib`JjIYQrlk;hXH=PWQXS_#_p@ zPC>P3Blbh8qs|PZv*YHi%CP^AC&PFWXN}@KVC;SzueN6=t_j(0v@epHp9if!Rgmns ziuLdec~DLctyB@77i|kie&cgo<(bR>Q<$l(7Vo0O9W2NE`@44>v2#Ftx7k)2D=n(; zV9-vr=xLlSc$uxXUZI2i)+}Si6z8UzKrbJJ8ko=Gik^XL#)G))NNss(s0k+e$@A~v zky-EU@}w)IqMi*CO{_1@;{B8vvWcHcaE*O(&#C)^*gk2bwk)K?(8sj-7c|<4;Zb8w zrR&&5_&iOOh4c5SUJbd`ip4jL|2<3PDd1K1;`)h9aE<-pThejdUm2f0#xDL7E#$``1%Q6{x3$>r3#v*Qg!nbtlag$6wUzN|+u^7b_rsjmYD!>6t41H7Zkg ze`itZb$S$_lS(jtP5tWt(Fb81pFzgeL(N5TkrLmBYV5T5h~Ks3S~G~2!rwlsj9nt1 z#d#hKOx3>`?^Cexl=d4vkNdkziDN%LH}bbPe6Od0?J&QC(hfqXr#{(@`4T^4pNVO( zUnd8OLAoW}K7?Sz+J^RO@jR|^_*{!8@Oz8(!VMJksY)9A8n1(5Z?dmrl62M+Q(t*?I4#G$Sgni{d!QZH zHuh#NpG2-NKiW}2Rq>yrmM3WHPPx!sRrpC>bcT33JxftZe>uApp5s`HolOhCcrK1( z$KoRLV~j`p)u!10qOUdD7A&1sfBMnK&$6b88R8ht++@5PRG(7N+AiZK@%1;O{|t?| zOYTlswM_c(F|5XTlpcc5L8mk;JLxhDrfV3x6-z@Qz813W@c9_E#qN0VzA?UiDb6g% z{c!P~pe3uVsi+!k@AK1|*VW-0-*WJzOmD@@T5PY!`f(`6e%9%Yb51<(Loz+BgmymA zKCUHBFODXZ7T1g%b!4(!Ih~Af98AXIwu$(krNI=&o`b;$MYaGRo#nyf)KWx^T`m56 zYQwKMpDyd-%AvSsxjTKP714D(yP|U5>E}CmkEHdrGQ6c+$%>Bws>Nh+7NV(>bR1Xk z#J6w6JxQaC{0fc6zV~Zn#1)w`NhKQP)#_%e+1MEHqlF^HrVS2$~l&o$|kyZFxPAz;IqXnpLv-QbJ?cQM2+u*di`Lv(vpfekdZ!tp%Dm`MjYvGEh6CQ)!n)o&F> zVi%A4BJ1PX14)=WBfG(id8#V7*^NaenJj$Kre2_IUlG*=o6? zv7_J3a-^M+x~YayH{-MS*p058J~OCk8sED(7S~_KH4yQcd{=h*nnTK&p`O%ov!Ab_ zAK%wmzzlhT)-vcZM~f@$v@&Ns!CFV^P7j|;bhwJQ??Sw_R=>cop;s61>t+!?z>`-T zi(PVGmMg1_ncA!K`L{qF|G?3>-}px>kUbQ%9^*A>_A9!J`x$1!ZWz3EozKVf zs(wnf=N>A^qTW7A?{WU1z8sh$KMJvOiS~EEXE6mo=5KsQL2LRwBNwJnd3-0|I!yjf zHwUZ}H$pq+uL+)IkO}7~Bd#mYW0W_woGHe=+Mj1JB}K$H72LqzqtLDdmHR~49LDiY zJ#);TRaB?>+66KldHyth7SrLwB5vj!$93lJ*t0wruO2s2N_Z4j;qMjok8C$!y{On? zr<Yrg= z9^q$({F`aSwDh*wtU6iU*sRS9c-{~FS=9TwvA2qSpW0Q-`0-6>@6u>?F|?rM=jdPp z9UsMbG5Vb$(!zdT!*CVqS*ISS=4(?(#g0DHtpt}?lWi8mQaqmJc^?(zdfdLkw`oSd zq`JJ%gZSpMxA^u54DXWVaUcJaa6T-)-Mq+RtnVQhdv?T?1||4-quRO7>qph-JhWY1 zWuMQ#kBoK;PaZd74-ub`5hM7RhL3TN-VPr8DbiTEFHnsZVyCn|57WnNiku9I;jr!_ zW8%vD1;);)M#Pm(OYj=|)VvChI4_xj?&3^HPil&Lo8mkE;@d1%vJrd2N7bmRl2%|P zRQi{92My_eFa__lsyQhW&+u}!8vYv%j-#A;lyE_ti?q-8<6W_g5g2%B6ig%7RXkd=Y+FTX87lK#yxj;KPL~=K8(&-XSev3;#=5n7FJcNnhS3cYU@`zU$(9N%+d{~Enx{yR>Ku><^a z^KoHOtr7cp^XnRRUiJ55E$)S5T9&$sy%4pv(l+*-YXieaaJ@y06RF}6803;e?@&j4 zd+n2Wd78$`(fDa7zl_I5GUTtMCVpk@D7EHiJ%{$M;BG$NZ-z-+f&M4UTH`6wDo-CoZrlhS|RC_<{<2w!(()x|ouyH?rP0SqR%W?=F<-;Ie z$32lnsJMnqc@Sc6%a^mTjot808MixiOy%QAElKbj{$J3Nj-^*@ER*VO#_0 z_+FxgvMTP;jBk6WD(7}mdt9AV9WpQS>QxqF2adQ~ZaL51rIB~_Yo_AIKBQ66V{Xd> z-L+a=L)-D4MDZDPK~ctM7B|A8vbIy$%gM7TTEsWV4AA=~T=b-$IFB#{dWYc{-;MB@ zI(@*AScyE2!!$go*u{svwPv^TMFtt^Y3 z{m#H|h)QtG>^s7&81EFzXwjd~H?q7pIcIM5da-1E{ZzcMe^**Gw{P;?=UG(gw@*bjw-?ezr(YO~rA1|wkB0e!#jH}i>jqlBlyLoEkVw4<=>;K{% zbXGaHT|}{y*sxgem;$bIU^@DO$#Yzy~LLn{ne4byAQhz?S7Q^8f zyJc`X-pKD5u{CzPiTf!LY*T{?z8VrI|CG92{Ev~JL&#U_4I1j~Fkq;YG zjuA%Q1nrr!{7YFBXKa6>g!s0rco!Vs|MamMdWM>RmjmC>{L4lj0_#dR`kSAXaJx<2 zc-+Vp_;Z_{@mYRT_O_{S)%nvELv#5aTxWqu>Y?r3un8{p0CKh3zRVuc1w-*nS6@xAgsY^ z%>GX#d5rJ(dx*Z`o65i8;cm5VHQn3*>sYnLZjy1&{CRACVpeO2(SESG0L39RSC;-( ziKq}(X32#bEO*2H8WpT6Z-(JDt8AR0dOZZGB``cfSH+!Wh;Q&%E?3S|-58veW<3w~ ze}Qp1d0w11O`(^dm0{Wqr<>RpGrmox980Izitlo}fj>XcMGkfUHY!Ymm$(vhn%E9G z`h}6pnjK^Bg)ywgXBjoA=>*lrUVi0x`Z#MJ;VkaY`^hNtDB!I8nuqZO9|l3ZrQavT zd72_-CF6_Tf?}uToG>q`QpwC#M{m8Z7{Sb2{}Z6R6NqlFln#`@>#ZLqe% z@0PR>dn@(R_dFasv6Wfg#C@WR@P7(t8T5UFy?7_zoQ;mWeM_5td^sXFPKrKu``!ZU znxZLB6+b3(Vmz(=4$tmMWZRlC>d390awYC+E+E6>deV4@Jj1AKX7-&IE%Kr+tI5$m08=06JVzVa<%6y%Gtazmc@6v?lJz}qit_{@tm6zE%9r9@l9-Uz_aX+lyO!jXTd; zlqYLAWiS3O{q@Q&IXT z@oxiL<{8An?6QVkUMa9c9~$L6;<2vOWzpVr?MnLO8Z2tA^|Tz}w;hoAncd4lq&z7P zBg=7g{9Fu4hVK1w^c(zr$r!m)&i8@Tbh-!@)9F{FK(1|keFT0yfc@DG@e~wH@&v7{%|91W!WFudI~%a#>VfV z)f3Mr(QKoc@=QC=;=|flVGUe%`YiRz&Zk)wjG9E>eDADi{r?XN=a8W&+}qQ&9FD%= zJ}DXKmO~@&8ZW}~F0M{DQ)zS5bQe;Kee-0vlD~I}Z@>C9&j!oVDBpwDi}Rlv=S&); z^6<5AT}a+%=(UiP8`-{|D3TmKlkp_gR1c=v6F!@YU0uzQY75uEy@VEbllv-OT?H$j z;qOJonCa$woQ+mt-HHCa8~WJ~&_k~p+N|JpPxFF#@VXN6*>nG#E4Nvt3Ynz@i>?z# z7P91CawI+#qj@rnCyP(^u*I5F^)@2iG*}!(*ALCPh7WDv?enlR zc~n>VEj37UFIdPZjkVp)M%~28yq{{yHhGVgQ{KId+nVm#3ENl1ufaA&^ee`0o%q$y zqGL`-<%vpm-REs&Ll$_HBzZFSrAXF>4|HbvVdj6z{Hd9d%3p)%z8M3qC)=aYIFr5m z^MjQ*bvygk4XW3X(b-;JV01Dw5x{>c*f5lKpzwIrs;Q@$tNUDo;5;?uu) zbEeV5m^P%k3NFb3aV?v7BKH82ktX)`k77$Fs0;4WFM}AXhn2uf5sw?tTw6 z^S)~dRumysEB^F-fyWOOn~venGvNOpex^Ro(d_mt=H)r{g~l3f#Gz0)&b+DYkyR|2 ztq#WecIN-iJ?ZhH#)qy=V~r8~YpJ+)58V3D=ytl^X}mV>+cx3rGFat~{(O92gTq&m zFu9N(w$kK{aw?M#hg(i_uH+@pnq8{x4w~qDB3nF<1F_Wo?364! z*~8yZi*KQDDr{~r_cy%f5VPzP9g-*SDzja{I}g(`b(6=K`AV8*&)Ns%NG_mMcHL-I zeTSE9z@j}Yx{Y6DM@n_;>U>v{9byD4oXM~H`#Ja9UFbQFJe|olMBGi4&(vOgjYNZa zMRPK|4U?%*pJ&egExB(eO)^+k zgUCbvz7CDQjFQtIqj_s7?7J6|pW#ii5~j-W{WRN($)6i7UYlI0RYj$Jd}tU%nn1E9 zKRKAjH^bs~7}h0K9X*cYg*nYz)r#~auge+O$Jr?rXmj?VJKyh1+7Wbog~Z7`Q$kcZ zjphF4Is3tNqR4xIJD!J)G{AVNz4933Pj$5cJHLSq7vk*`qUiwg?1sQNGJmK~8Es!A z@nUgvA0*D8V{#rh@cR;eQx(HcB!4e|cEJ2-d|wHlWC31Fvs$9kvCv6KPAHZ^-SuS&ZIek+bdb64Lhs~AjzLKU-k#QuR)xwN> z*y~OGTj-I8Rl%qgx}~n4eOs{ zlVpf2LfY@ex?9E4RIdJm{vBBEAoxG5MIYn7PX8+)TooEqVXzjbxA3KdAw0}Dm(lq- zHs}Z4cSQELAyU<-xs(3~gNH)@826RE*eLZH?qI{}Fqz|8Y8R~1ZoV02L*h?7ZiBtq z+i;n{*#KxC*pNe+Ane^f3SJ_yOQ%<*?&@2ta%E0 zmHeA~g*EtE)Y!km;o^cP9Q(8B-6BDAR=5FQzr%@~j5&(Uzhl)ku9q;<^DH_W8o$zf zl=*tWIj1G7;BXI8b#~uT1a>*Q))kMRVEf}?K8vN2O9p;oN@Fy#@JPfhVA*2C1pt6*iH&r7C~ zeH!1oon#XrajX?7cLk-bb-6FBDjrPJ{w}E92Itd7l0m$8p;q_kbAuV$n`eoi`;jaa zbjsA31Lh4&! z{tN~s1`crbAQ;_Gzq85uUBPNsk==4a?>LOT1fH?u)o{O3`(zI5&0~!{q~9efRVDdu45$moc2M3# z&x6T#jeEi0p;a7my|nJna{FO*-b5$2OapPdsrg?v`X#LKo<7}Z^*=nwo33OA%{!{M z=~r0HJ(=CV^wTV#yjT#eYD42wqb-BfCf=PaRx??99P5nbM|bhZW(6KqAj_pZ;8x=#5AXl*>r$Jl3L|4F!!46h3cv_2P_r|`xy zeBob_VlVz5hwFckeko>-Gty<|%kHl8^!(l(Yzb^h-S_)Re+q5h^!a0=dos1R!m3(& zrt0Wld}k;>K1@W-6Q0x)IGe8=4~19sO;+}a1&qE^#D9qOPcTMV9NkRge6y+oy+!Q1 zmnRJ{R`v(v+`}OD$ouSHA$Y8@-eR|-wcAL_)bFfQaD5~>$Kh%ZR!a_|{lw>+^?sJj z*{PIVom1)dOhLRmoPE2Ib{fRSxVFHx-mt4r!b>o36RtFda4X19gU|rhe}JuK82$gN z1!Tu$Y3&>0b$w&xneIb$d6n+}8R=G19LJ(LpL96+FM;9+tIlmkKON5fAd`EdxuW7Y z+B{X@319KYR0V%l{M*7GpM~`auu5)#85sUH)*da&Of%QTM!kX#Eg{}Ozr35t{>Obh z>QXGr`Hob1UGK9)=yRvhwpd$|&t{X)&mu!Bo{*;=ja;p1><(nPLoE0Uu5TCkTx!aG zOwyZiY!d6gfV(sK^(XpIF=OhMUWpz5l4u5-rIz_R(kI?#Pu(5}-e}&ocsL3RkLL@g zh*i@?-%G`&_2OqvJd1IHIp!Lnr zlJq$fH_MenusOSc1{K&Y8Du{c~=7-72ccCf=+JpX?zo_Dd?$9I`~ydTZ|4qFZ3 zd2{&vlhDkY;Z!DEPo~?%!4n~sH*v|RILzNS%(qMXPVnr31y>tyGmrQOXIhH{*#%i$ zuRKdw&8}zi>CIwSDmCrXx=4W~vs?HmSK6}L`7EA28I#1A*LeRzR;mE!lOVL3kDg4z zWAwa|g!B2-Rx;mL5DiWhjY<^szec?Kn?(EbkS9ypu>~?u~FvcAnIEOwQzm_bB*|i<)nL#1_%InywivYq zH0tBsUMSW!`}t&Qr_XG5$}YN8SGkSm*TU;qF?uS=dKy2uA@`$a8`t-V#4GeYmL})v zxdi8PpIZ)7chYvdIa9l8BP@%O@96@(KGUi+#K!QS6Csd&(=#xzB^FF^M_L)Ddq8b9 zw(h~nDV}uPWTeKp{F9jSgB7_td-pOzYnr!Wt9sV50amW;X*!KwORzfkxYt3V2JWPy z&=THu2%qewVd30D0wEZc#mr;+^&pZzA*q;_t0#OI9gCcTdo z)4z5#bw@w;|4qjK1sgwcHI+*@h}s{TyFBDlQ|c6JMk)*}q2VT4y~St#6Ac=((^2gC zI*+-Z-9N{aHaL)PV}*TkD{N{(EBjPZ@8Wy$FcnKr!^c)WnXP4A{C~#mEouI?`>+)> z{|_QV#FPJL^$&WLr+W#K-=j}yNT+U0GCJkGb9I);le=|RxSnj%iT$%rp^mHjSS@=) z|Hi*ZN!byK*NZV#NK{tOKg8LbQcbPPmi#np%~DM6K+6rrNL9q`JM*%(<3>L zlS451EWZ|~+L+}Q?0%b19|*${JT0e;hLC--m0_lypYXF(f%?pq^ToNGvdwPzk$9W8 zxh?oY7kXVu@*2FpoKcf0d^Z%Ok8A{qJeUM)4f zv!Cw_vF;#0)#8m0vBety&c?N#bjs(ghED@cQf!TI%{* z{bp%3(wx}?a2rgE8uv6T%0279qVmlwbFu$lgX$D9I&UW0k@pGgc^^`#h;bHwdeUeE zVV!IOhm!UKYi4$*o=_nDf24n(-pTruilY;F{0h3($HhJD(ixWyG0I>b_AfSPAHZ3B zyCJJ2+sH|@c+=Ro(LNQr=JTr|Fy2h(cg*u8zxa%miijo$7;`h6@7DS=G5Iw1p3Oqp z)mw=LPp93T{H>;5yT!yAeBlfhD(i1D@h-v17lM*O-tnTzqOh!tp4Z=q&G=o)L@e)v6BblbsWKQZ@a z9+BF#M~Ny`jL;wZ9>Up~5PL`@Ppye-uwkOel)Rj6A^x=(myFm?vCcmBdXz>hS@AIp zdDl9Z+O@4nyWI7|XgCat_rWCj1d^SrD)wfb%3j*Mu`C1O*R|^lol7zISNz@IxcNSp zT<~3BT9khI&U>?HQId7?ts%McZ^6UqEVz%I_Lwu(GWwD_nf{)D<365$9a)>{{RMlJ zglm6yD|siL^Dg^~(cwugI*sJ$*+Q6 za)o}3*{`wSPom}V?E8`#e=y^BuuQe{BiP~xj4Vg4oK-8qnuXTuc@^0oGjiU#T;k^&ecFt#4Z@CHR_s)#Y-jYG*xbxI2eRT$I*eki3q+H9 zwVh}MpD9iqB63XE;{!8P;V*e=`y1r@V@OV{wV`1#mRpSD*Te5{R&R^BRq*~D^X@8O zaC17YHTE4=f(H0D%c%b|`%qq*_ch<}_s^^byRaqSCZ85h#u|U2zu!RdKoMpM>2KqO zPtaurj4O*4-LWStmO+aw2snk?N7ZYBA4YFaMx$$Mm(&Z@Wbf!i@>B-Z2!-g6}Vk(Zxp z-UlE)6*hThu!U5=VC+|Zdem4sY1@R=TJVTYK0A-RFOc*OG2tDttAjCK#Efas=}nej zX!j^K-$~9b`fn-lsR?lVlvM9waWdEx!vOV#iTaq`^N5?wR~nuj#jF=uH)ocvAWIu}Q$HJZHT*w=OjWJEdzvHj>-72A3J6LOGR_N3CT+0(hWu*YUWo&i<(e8xnSm& zklaYSZg$!;E;R(XrDaCJ1}-WZ+Qf+d#pvZ%#?Z(Uy|oTI-N}Fym=hNl7;ZJf=Fj>R-?H{hV-6P+|03i6*WB60V*m2DeRR$J{e3uA)I4ukEk@wg zXL=RoQx8~M#jL-pad{H{wP25Ta3S@>#=@4zO=g``V%)+Cbs;>2ELYMX`Rd-b z&d!1AdvrMm7pL%{ov!_k`}NsvlOD^=l*(P%7ymmPKK5rny0+$}y`YfuUHb~ymAs}i zeewZGeunY`*05x}%L#(yeQc-I*Lt7Mr#6_S2>nv+c7c`oXH3ics&nbq#ZPsNbFy*v z&?INbvPUz!H1n?iE`GYw-#Qq7J3h7NowL{{E6i(bwbiv`Z<)igIdf2#AJv3tvTzlF zPa z5u_CTF6aAs;xZDBh3LK>YUNljH6yb7{Q=rT3QT!*{Y9G8q=%r{VrEeOJWXsqOVRl=_ZsaIPK>?G_Yg!~(5algOk;caTU4CMElS>Z=`{sNgH`c}rRpRDJD z;oeW&8BE)p(mWl{V!^DUzw+sxKG_A~zA!rouRiCQe~4y>ljI$idX`?E6WVU&GhZ0xT{GtyZL-}L!|!9^ znaqpXZ8np~tug8Vy_&H^Aq-iMrgLh^LZ2ep*jxBrn&sd|JD)!vs z^IJr*-=W!-v=_Tqn2j|zh-ukHdJzj>4~x6>OGV6;ocYfhIEn4s)9Df{KHWTh+3RQ; zB_qoxw0#z)m-D;x*zF55ZD9H0SlLmlr`e^Gdx4_(xDw`hKb%Ui$pe-%_c_mzlf@PM z))<1xQjp5D$uJ_%Oa z%rcTMbkwSXYdauvnHZDIaNEpP1&gmT(iJSzip0anvVcqnu-gVU9YU7x#N|fTj?`rx z34yHM2e3)%o8~RZER4_Yu2rsd5o2pWwhycAbiX=5OgM+9pTj@?GHz2=>qpmn<>^;P(!&veZ=;cl!&)k!vzbRQt@R9z!IgxZVG&jQGV|G7?HZ9@M z3|3c&b$j8S3gOS-?-pYv@6{qJ{dC;u=jskP{H6Ua>`X?w>8$n(DYxGE_B57yrS*%xMd?+hcF6Jl4!ebRq z9_f>{ESr1m9k`vRkZ0++)tK3NojMEISJD+eU$S0yuH{+pAn|88$vcZ5Khtlf>v=|3 zj%}u}Qz`tr14DbV)Js;e)EoQC*vG@=D4!mJclY~0aW*@04}i!zlKe=5UGV*v*L{MC z71;M0_UVJWS6FMxko{(I^%h%(@ahuyaRBRGZT1f_dNfa)CpsP?%AJHa*`qgrH)PLt zA0xIPduem5fktoRbb(I|*WSm-tq>on#UrB2W7fLMAyNXK%`rRQes|C$JKipX(=GHU z&*zdKt|Loq6*V^SzfmlFt4P+Hz7OHeHLS89q;AHTYt4Iuczixv7lUMNT*~wK2K0QM z59Qg)8yHxM-8W!B^5%^W|iz)Js-eYkHd`gvyWneO zXji83SK|Fl{_%&{7wpd?$6{8jVAQv*Km#EE60e))$~v<5XQytMUL1ZG(3i{kArZkpLK`wEoSHnfeO%{EP6M^#3>k4T93wJQF}iA zDeY4)xv;3#0AriewEX*^@V6ym>yxw0mJun0NQYs7Y-5fqzp2Yn%4PdHnN`$*dKjmOI&pjC(9A z<;i05d(Pk~t$1m2MvSIMIeJcJht@dO9@h0)H&2rWVc{14_r>XZv`a4GJH)q1ytE_~ zlhv*f9lkfqHfZfJdKc`N0`+8g$+`5eaOiMR|6!aNQV=J%l0Es1wi)j&dTz$uV{pBi z2$-r;EivmJHaHb4FBEqdK{(uY1ZBUsira(UpI+G_4v?S zc3%a*oaF4tgAXL}m*yKlzRoc2=K4r@pKbnR;y3~akJWa%f3M=7`{=d5UKi@uj+RI9 zvfIS#VXT<5&Z(ifoZh2x{Uqb1UeFSDs0RB{`X@(TNyxozRqIavMFlbIQ)^%{wg2GL z4H)|sgqyJGXl=3|>3xXK@l)!NR$__q=1SJ}wIn&7BzMAWFOO^rmr9uU3%&d4ceI@z;4nHg4bn?ni=M7)5Vq;M$RjKj}q9N^zvcv*297gvpJa{fXZuavoR!oK6 zNK|eQ>o0d62no;J`?O*Xe-!&VV=|;X; z4AS3`^B7~Upyyup$UeWCtlZw}liF`vc~fO^=|oa~54&Y7`@5eC^M!Nxc=F~>aUYPg zTo3b`NA=52pD|=gKBlJD^3rV4msS%bYB#-00uZIKJID+s(0^#TKy2gFLxA zY?6gA3s{8WXN4>d91pLSJX0Q@*BO1;deqHxvu`zCv5oL-Bw-5 zT+EISv+Qlq%WSEO)Qo0j`E9ZW&%m+Nwz?R`zd+(>-k*$*590q?k|r<9D&uw)u|~n^ zG=8*+BsniU&75=DscOM0bFZ;;TI6d8<(*(D`ecV_6;`_m79H7rAl!;uCyL?XTK3%x zkEh9%>`U3zm2Wz=Fs+tP8?x<5BG)x$&v*OB3s(Pwu{qBwQg1T#tm3KJKbx~n3+a*E zzxj6ck9DBC^`R67zQL|5jM~EgpFpRBs562-I;o3i=EYU;EKFInVc*dn>CYzi2ZSxfyfUKxRMoS#71?W|T!D zR2la*(?!?8#!rpG{jDU~Q=RuSeR)Z$EVZO_a^1}^dvPAW+|};bcRhd3*`N}bQJqDO z!m4v1G>=V6L#U#EOS(7w3@Y8M;*-Sg-0`1HzML^AV#LSbbsCFj=kKkg$^O4Gr2NCD zb4hfzk-sJBKiJ(6vJJ5z^(uBjXrTx&m?fLip|IKCVaev=>*d;&)W3Iu1|!Vhn+^|J zOGn`4gJzl!m7KyHWVQpKb`1~s6brKhXgzcv5!ew07o+ z=BX+4zu28Yc3K{yMXFbh#{TR%*a-XNFX^sLE7CPG-+M+ql(b!8+u6)5F!>z!egkni zwWB(-?H1@aBGClxzI8n(L>iDN`LUnmFR9QRPbh{*b)cK)126eof@G!5_nbdpk|OWp zp2VNY>|K_fv+t^l>p2;gvwp34d?)gJk9A+0DU~sgp-F!z91Ee}3ot8(VaeRF)Lh@N zP;$!Wd&x@DC6nt&NHv_?l%>OQj;m~e2QtGx`B^l%3SuG$463O zvc4$rua)IRnrD~K1WZY_kl}Fsfc7J3^&!5WhcU^seiw_}M2d5uvJvYm!1j6CbQHJq z{B(z28!@Q2k(2qo1zb{(@LB%fiOt)x@TH{gBbrU&|Fy}OdU8V{`;N#F-gM{JE41lL zlH^sNL!R2ATXI7-z`^VY$XSXp$oKj~FOgs?ea`gh zOe@3$tX(9E595W`hyTNZq4il{lv#?h_Hbh-S6mmq`Jfpt|B@wDsJHsone)5Z z!}zRt@G6w+vS~e%G>6O;G#G2_Ewrr+*Q}-4Nw^*gElIGBZF0)wHgmMpccis`Kj=NA z=dof>YLCB0hXZK5f-Jv7An&0E(qTKjvZwAnBjg=<6&A~>*6#TBAK!b{EMJOqlZ=)< zvs36+*uTwK>otFeh(?{=U5wUpkJ(b;q6;dfZGJ)RwKhdkgaIW{qS?WS@XVQ z7q3}Ku2gL=MVn-}&VHHP$N#|cXK8mB-J9U-KGEiIxSYV+3+b8Dr)QhBFxIqY!6$fJ z;(sck)@9enMB|)VKbcmEP&oy75Y{9ga&}esA$5JSJ>$2fJm6gtJq^9vF#j6b-)a72 zK_6uHRMt(#&7JJ~h524)d|?zhtOBQdHvzbYdxJj_>DvB0w|QJcOwfxQPV*|AW>=l?<~@p?YoeIg3qHE$71 zvqNhbO!l%;sw+0(H!rf(F_5Wit`pr|-HG+7myoxg$%%H37Rf>PI!jlC$u@e-ApbhL z&JfXl$M(DxzaE!o@xkN$tpfArFdBprJNfTcvv%fNIji}l=-QEmb3fi+tm)4?Ho~YF zzWzhj)n-oax13xZ=U(J-7C(mEsdae+%N#1M{S2vxaH1#1H1%&KHcS*F4o%%g|qZac9ROw z&w1sS;hyyto1!mzGPh_j1v*96b87-#WZc<+nWNt*LExZYGoKZ$3}{ zz7I$<9K$yAtZ&GiOhJ#B%sH9=3CKf5i4}X>s!UNWL15P@O^3{i$xg8*!!%Ilnf-jgaq*;|$`3b8$qeZHP_9XYESes|A{UFxRXzS@;9`i;T=V!B@OVWd2l^vT;Yxxr7 zI_m!oET7`xk3q2~T$b?F*Z9B*qR7=+&Vct62wcx!|EAB+;><-pPZjNNS#&j&uf&$* z0XU0I7vRl3_`T3dxZLO&>s6e-0IO1&eAubQGL}aUoWG86H>g z*_&8t1`qj!%|6iXX&Uc^MRz*wVAXTQuA=<-J{qUqQ+4{}yH57$JZS8Ge!GSpe#Y8Q z_;oTIo+#Q4qv3lHNygD3_?Gi|!|B_eHofRk&*#~Hm~YlOr}ipjM;q%lh}Z zi)3zDXRi8WJE$Nor>e=c+3qjVY8VXeg6OMGDVW%w^ zai=z;MUK?zSqt-Ik@*w%QgNdbxl;LdCOqB~srTm_dB)MnwVcXbjc2L;u-f=X(YYi4IL+b1+dCxj9oCT|3`>9s>sb(Avsl}L6&nMrqMs_5=0Kw$w zyG8rt=1Z;XFSLJ+tkt3PBHmx)Z(-jC##xDOG}CIxrNY7GERvcUWw5djc~;@iB(`cS z9$aF*Nj8uL#vg9{q0qlYd`Uk4Kg5<=*f$49vJdSmR+wzg4y2lB{+q?wFX?uv@fI3? z8txv(KlYHlF>X(1{W@g57R$<7i#M~=pDccvxK!7t*+Jfc91ZmR0_RRMZwb<#&cjlr zG*6&%3h)hoQ@1`9Wp?4gc-W5QlP4J=yEE$gE%i#8llTuh_cCj8Gd)DBq1w+e?g~Bg zY`ZSZliRjDWV_KG!^Z zyI$0J&x$gO3~kB$A`eJr%6jZKjP-No>>53m^2SuNdX6;rxZ2H{bhj9rs)l(|F%VmC zCe`DRNM-g?qGeZdw}s7gNUUeIWZuYL=YtC3{g2w#fMXqcyanMuX*-I(6-m=euk4)5 zyOJxc%pIUT8fS0Dl)XIiY>dpe&78g(z)mG`r@!B(8mEfry-?q~VQ{)w^e6^hK-(!8 zdq;uR_p)U&R-|@RD)Q7e^Cq(9X+$G-8A6+bwb_A{XTvtn1?$1{1uM`LIHjg%CrqDT zAjMv@&xUX-@#Y6eTvf30tk%99%QR-OKloice|NZA34?!u=}Rn;9Q6lc;jwi49WF14 zaT96Zj$Flz|1&A;u~P0oZ+Cs05#OTG9pX@G1#g2+A2Xz~=>^zZ$_(3CrZ4?(rS+-2 ztue2zi=l(H$c~TMEcmq5<5reF86t=H`6B&4b8REkXYjR)$x+|WPhnso*OrK>-@;@X zw&eN8k^XH9zZWpF6A$PKkzcGeWpHCEdpwIr)A&Y7JWExypK#o9}RD92UPZ|156c^TE$}E;nj`jQKm$#au@b_?Roo?O@uuSHn?0?;Yy$8YcIvh=g zl1bWpzzR7P+1dm=w!Fk6IP1UVl2(NU%@ze zK?h?~b<$l)^5H%|P~>RECaL)G3zp>$=?t+pdCQUw{~lvJMA9v+Qqs6b<43-e^o9N& zsHP@;KWMjv-Uf2zJLV?nl{H%>Qdi=cckr&~U{>7>9~$L0t@h#3O0nku_cY!pW;Az~ zdab^xh?ZvwS6WLK(0_y3lTYXu9uoHU)#_j~j}TFZU|3EZb~johW9E5wQyLEtOUjU_ zn%?zbaTpH0Tp)KtaWnY@o+3puE~eJq{w!1+kIKRSemLF8-j$$G9MZkC-U6M+`Fl-% z@v{hjF;+bQ%ci8hl|0=ck&{5($ukez>af#;q)I;VYNSbx#~SX?Cb4_++^1^$aqKjo z234`)Y1-t8$!RcOLEbl9-|e#lXq7W^FZ!)M8GrNH?^toJR!vAV!u2`i-67Jw?w;>Y z@(m>0kM5UiE)zqi`|N0V-mP6~$t^Qi^t)8M6OCC-+(_N~FmMEk_VJURknYbC z6U=y<5ndI+zUI{%NHU)vv~mA4SL{f}->ocrhq=bNI+QnLSJjm;_!fSvS+p$n?cjZt zVU=2Gzu{Uk&@HB2-Vv2&-xe@x#7~A9^Lq09%Wq5KUUq|3q~i@nDMpv;pnM}nWXDZk zEBa{b{5QTUysF1UmK*@X+N`xe{5qF}sf_zQj4RM&2Uhj5vSrWN5n5+WY-07l6wA*c z%ahi{3$(b4Cyh4Z0L&Q!wPe>UMYH5S~2>)ha>xA|6K7PPXZr+*&yTAG4D1OJ{8kGfpm5^)pxxHUu%kitBi1nd5Vji z@q(Ng`G|(+SX&R#CY2A)Gv*-7Ont3qwA(8JeXM2jAb!NlUZm}2W2bsX_93rglkZ74 z8ajXSrLr)~{?VrkJUUf;^8Rr=q5LcwM=d#*>JjdXQw6=e8-tT)rTHr;ki8N6lkTM*C)_vj-APi`xUkqH}n6D)Wv*ZRNjD1g@0>o zTF7!Wcw#DBtkJ8ScBkP`PJ7H`rNq~qGEb$@u5cQL-M48m0JhoTIZ>ZBY?yB}sZntc zR&)^)E`ml;miQJwTG4$VS-&CKC-h4eh@Px;BZU5>Ur z#mfKa-jbD`gYr&jziZ8E$CR^yNqx7$Ny8^y1VgG z!T1D-r|S0{KYeDFIwbmD>!Yo8vtZjAb|W#V2liYn9zCwl@2vhLE@t1=PM(}S?XS81 zBowMcw7lPn()3$?@szbG@8UO-A}8&B5rfJ>Be`}Th2r;So{C4woVA-AQ+arHlcr8@ z57u7IFMfr=BmC}v#@-@A&lL4jM=TjPYLPJ!FV#3k;Xux04ikqC_iZWXNK5ec-;C7_ z)4qdIbMd7zPtH!0rF?HZyJnATeQR0rP@baglg7Bpm}O~xjD98QlJ(_kvrP0^_JbeF zmjA*vm8)(uM^U(M5(US)mKs@`tW*A}^$0GUqhK;nW5=A486$-;W}~X80syODYVHFvbX| z?g5p< z`E4q$G!(C1#_alZOBU^gMxKJ#x6*S3ER)ZCAdKgVb~)LQ%A^NFc^OvqcbC(KKeT0s zRGYZXl|mvx-b^GD-w0RoW@JA&t)g!W$eziQQakE=C~m=pyt7}Sb>doSmU_wE-ZFeT zgEtR=rZBNxk)C{kj1Q zcd*hU82g=ZX7QK01$PUF(tIkPJDhx@F~6RfI>A5BwQkg|v0f9P@H$AWd50vogbTeL_mr8X>>vw7w5wF7i#!{cvpt1D|v5MO_CAD&bE zJFF~ov9FDJr<-H5cJ;~Hg%tC6$S;um2q*SpT{&FI{>FT3c+=PykR`cW576dXb0q)x z%i3+HLT%D8vfo* zo65#*2FC+1>N%Dz%`5JP)YAlRl2`N%4V1}MbF$_Y{d3k$Tot{oGLD44^ahP_9Z=A!r)50 zyq0lr(k^u#Ux3F2G-^iPs;st&N39c|>p&;@ma{MTTKH_` zr>~LZ2O1Y5(_v!6Lw>%`?8SLidGRDw^gd>f>s;B-=*=;_5iCk$_m8-lJqUmMw5GoM z@sMP=ti}slkmgnl`oyQj3)b~_@wprf+Ty}IeEM2E$jRx2m~axUcj4J~zn#U8oBMw% z4;;n5Js|raFJ8?~>-c#|KD66aZ<;Ih787i9&}%=L1|GuJvTI?^lVDI zcwuj>{E$q?nc;HU6%iG-n|~^s^`vQi_b&DL&aXz_0)?F2E@8yfse4E7w@KQW%q{6s z-`FL1)E4V!o{Db9pyWkAlvK$^oW0@MonHqE`)K~N(YD~^GEB%D$?MoGS@Lqv{y7=) zo~kq4<{5P;9zBm`sdZVCzostWWxVDi;~#}7ZCJG=hLnTV>*I*`K#0!{Z0=+6JFK5UeYnr9#fr zK5fHJ8~N@IsIM^UZ2kW!xM$r>$KkFe2h3JdoWN6ZH=jH`C1@VM>I93L@IA?R^F+MV zSxt`bGokSTy^@cmGjD&5#P1uYw9$s*eXP9HwU7ARx#sRc$7BLq%W7xy{=1Ek>ZZf3 zkE6-kldRowyP_W78F8-o(~U*%gUW+sPEO6%5dTDc)pLX!p*%+2eNZ-@< zG`{t-er+L`9mm&T^-NJ`5os@?)f-lWDiFT`24z_OCtONKjn>9m$fl|Pv=};h>VF^~ zc-ANFS@tp>_JTDad6@3N&F%1RLiZ``@TOVTV*SVPOxBkd**;lHCl;&|J4mok%bdrm z57DbhlAPZU;Y~Q+4W2*p_IJ#GBR1q4&@JN0NK#*5&cn_9ns}YO8^`*4Cj4Gv)91}x zK?G>U`(H3pp5nbrrvv<+z31bwr>mLE8t(viGWWTUnS&F@@#9q2sG?^p{T913&Pm4& zxSM$cq1; zH>tJPM14Ads9vhl))(!+Nc8t`Y~6qc@qY2GS?_V9gxu zzmrJOOV0r?X@!%yBlw7o{v%&eo>H3j=Zj%OMD?*4v6yX2T4_#){ZjH~*JXJqmBIZ# z;oT4JU+9xsI(La9FB+k|JKAS3wVXIw1UmPMJIky#gIJ;y`_0$pO9=NBmu8c?4#pe~ z)rZ7`b48;0=DuDO>tXKX3`$<(vF2H9O|8T3*YTX1&`gH+jx>JTSocG5j^9#!t%#L; zJnXu_q(3eXA@g_sCV&0@Mji{%P7rv|Tovhjp}6v}*z~5JqiFdIJC26=PPQo_K4hm$ zLl&7LdOYao2IN|b?b(r1oTu#8>p`)2u9%pLyVKxS%h(Ia^fsv{&^+HJ%3)vLStU1m z&h-|9MKd$(gIWzTE!95fzc#yb%A3w#VcyaG&d2PRU7E!poYOLY(mi*XIq!KtIo9y0 zC4T;Zmkng~kJ-60-SdV&yWl#q-dd8p&)Qe(ndb#NFt`-%)FgMZpFJr8RHXR;c6*(j zdRx;j7GIvg`7(UvS9&)$ernw&zxWJe9z@6Hq{$ujR0z)@^>w(M$`E;8-B`S847WMj zrZP=8`W%gEzw^z!6|Ri|$MS^#*zq@G{l(k%nY*^AS5(YdN6zd*?rfAidv1Xt^>8zF z#8&cwf1y25+X{TLK1psBRbDmv3AEqGO3h$WOH4h`dS5|2 AC%dBP8vAjOjuHJ*r zRx$7?M8fgL!|pvgaxJ-|(4>)u;ILkBE{Q!0QUu*2Wmv73T)9#b-E``Y%IBkvr?; zc*uF~an{)8{wyNT7S>CClbpG|l#S+z8kdmeb~qewzU1;64D;$x{DudVr*$hhzsyOPpgRtHYkP{mr-T$T^O!|75A6@Cf&R!`)O3Eyqh*`G20i zn|Zl{XgWW`8Dzk&FW zGmdMqH<_ucLZdmX+vxEqDb69yU4%n645t+}1utDMi1FEqp9Y;vmp$(7L)Z(52XyI}A%-IHk}6^mCw z;2+w~^m`}&A4a3Bbsy3(RTEc|x((jFLaHyx{fOT_!HYbBtY{s`uCStHs)FOmK6Sa6 zQxm6eF-vFoHZkvwup9z|UhMl6j=YFH7qad{(0GZ>a`Lgh*2%~IGdXgCD^+t+rF}fT z8?#w4WBf(OahQ|yP?e1`k^OT%qpVT-U~wvz&bGF#fW{osFSH{31m8*i%r@!|v}k0G z`tDyQ!TtkG`kJ?S(tWEskONZV-Cbm0}{| zG8nfr`nj&3%ws+kU)qx=nJ}JX$z5b$;FHt@JJNjD8S83yXum<`PgZUQ`SSkH>6@HF zECq?b&9YI{c+_ag)VvrP#jtiPYv;T3^{{xEPc788g}G*G-Ck@-rK>}5`!*6Dto1@N z`K3zuVA1Lbo_{9Z z?bG`-(l^4FqO_S0@8mUom`C@AU&Whq`f(`#+9^uj#ipn8;G5w2H~;&J)aTPO98ZSXr(Ivn zKB?oG`-c{^+}x)0z;6<#_M?uXIzCUahClq>!A5|*CA_D5R@&m`MJ*mEKbTk_aW;&&DI8YOV{ zGm)wi4Of_By9kzdBd-|u9bPkxyl3*XEqwVcY^};t_nLb3|C?O`y>nY`EZ=)<}>4VCJ}E%71wOvaEWJEz~^ZHHTR z{^Zr8S#UR9OY*`ajCL&FI^X|&>DkaoImLe~mhCoAGxHtDn7<;@i;AKI3cXos*7LA$*0gE}+*qSCd0MHH^NnQY|rZ4;D*y;e4B@N2VY7 z?PjdaZsf+~t7yjLp*qD{Sca6zKiO#68{QphOv zc-MORjMY1*4wF}?f@=f#$Z=#yuJR{&d~%1EB>NEKz0H;nyTd#WlM9n0dm0}kO%ob5 zW{;fmsITWGd||Wb{*7q&5pVb$a?K$9l2x^lp2_)K(MUyc<$ahm)i&9hE08W{S-xW7 zfuwr^)}Q0cV_KfXQ<7tTmj9Cp<{5LoBi>J^M@#r$X8yYFJ&w|^4!N=mrc?pjlBwwc zHtuNMA8zg2CC0r;%3ZAZJh}3o^e=bSJ$cm$B33=TdCO>*nx!XQ7m_MIHW26YT(+cE zIk|te$Z&`D?^~nWvEu%8t>;fUGS?FmmKUrt6M4mhZ2qK3(uI!Q#Og78Az89#Sz+>A zGWYU7V{$5#>}0=W*?QaG4pxS4Y?+J%b=c$_wpz?)SMj@xN!85N^NrP*CFc1*&oR5h zr78`!LTdm9o(+-g>`QH|d`rHGA7n@3Yp}T;Mm_2J8@ndUUqf+W7fGImOHG)(%KHC< z;(R>o$e*6kv$Z&~T+1pnZ0sJYFX@iZvM6hG;MX%m(>y_0K;k>CgE>!hGd+&M#+5M5 zvz*jAyp{}kZ=ARAZ;;~*qmOcTku_=sW>(+ht3hy{|HFV&FO zz^ay!#y~80Qdf|=nm=#*Et&hWw`DV*&0fU1=Gd;^1@LKRoSLK@POhd}wi96{S7MZj)(#Pd(L5dS6J_u2^5u zwLIOcDDq~vdnMLi&npharXyK?BkQ!(C%J+KkvV6mlXK}sap(xrrjF&cS{>q!puTbH z;zCa44zQ;EAili?)!Y}X6$j?>g3|s}X4TY)7((v%{M6f(u6pO$c(S>kMy_3cYAeD` zVCkI&Or61}@}_RB@prM=MnCn`Zzi2*VZ)Pn)`DNYVV2!mmVxS{uxdcc1xEOkKc~w2 zCZ7#~dCu~`APTL4{BHI>k_Pv&d@|dl#>9Ff>?7Mc?cc%7;(RAN*uD^jAA{=GB0{Rr z;9sn&mW{uaB*%%yyJJlsd*u_Nq_u`DD`Nly2%fUx530qmXZ;3(5X09i~D& zT>3%F`q=su2|HLn+wjvN1%L8wbRpX>;QjxQCmBAD!;G?6w*()n(&cDl)g)PJPVL0I ze4B4&yk$lh3fp85NY$jA&6sNq?g063Nl^o*~%urd>s0!)%THi#ES6C$P zb8?R6czC~}{a3EG!I-z;aslqWfb&y*S{No{pzt?q>`$KWMBE$bJe=Lm6medLTtnlH z(0c$pyWwaJ_Dlw^fArdBlm#$;*QmExG4}BD{& zOXjk0c28{)F(*Q`ivEN7d38u9Q+6uyO{UvqEIHCB&*I4_cOCbzQnDO}y+66jndY;~ z?D!R}-Y4T0tH8UE>`U?w=`ezKB(ul4THP%64ad^e<~UfZL*br%`K_&DceCzf`sL*R z6L_}UikZD!59!?s(>l^{D!<5{+5zxsYrUvN+T>*I%&tvX@i~^+MvG+jou*#{9yqDM z8!o|u-L$An`mdq=FMQ|db%c2f!~Pk)%8OO`zCIrF?{O_Px>sWVx2$#&NnbG2Iqnng zV8Qna?oxj7Qz?2S6V-F9^9fYWD2U|$|9q$?36`*Nvd&Z|S?Vk%o9Sr%?z4vEG~)

    S0POqRS6&KaK3c=|A#)zEKole{3W z!LNZoISa7DDppwAWBr?NegBcTIBi?9()X<1hDBOHtd+hEwEqEK!_6^It39wLE!-$4G<4p~dfas_uu*;PG;JcY6OMXS`YxYLj|AK^#W(CJA2TNd~8R6X^f zhM4&LK) z4Yvo3a40F0(=J(uo4MMKg#B6iNvt^+LMO4(!^X>*?&oTTUc;OaEUnFFT&* ziUwa=QL-y<70z|mD_NTV@LNaYZWP}Veg33LDnsnEf@Br=*!@w?iSDAq^V(0Q&7&+l z6)#@0+PCGUe?sG6BV9#{JV(xVz#Dk_xguVk^50LcL$ujMm&eFmUEiEVO!lM!Y&8|r z9~47QgniD9lwu_4p|GEG|9>1G{f+;QVY#*XeCFQe z6UeS-pP!+#UW;*q?sS zGvk}Fu@rlJDGm&V^VQ}k4~Lv(&S{$l#`+Z+VQm%Oy@zb~(Yrj`rEYrOyxxu#A7gsz zAn(*`2%hD+X%P{lvbg$&`_r`;)D7aZSm+MxN`JN-Z?0tJOh&LOK6@Y1dB!^vHY-S) zE8}_b1?J!E>H&~ij*;0nmR(4btURR(qF8oebb|hQcu@flo9lA}&O_{$yRznDz;3=g5=&DjbO;Ua#f9g2N=}MS zHrfPpH}Tmdd`w-!uSvZWf7g+J5nWT4>2(Ng!i-ho=>4Kx-k>Ji$d5khjdks<-;4BZ zhHX#aVC<4_q2=M%j^&qN^(%fqod29IMjlVc8_m62tp3~Cg@xNpPZe@^QXC5 z78Yy1f=tl@{=eqa?C!tHyx*|J8a}xlX8ZHkszz*%fu}<(yX=~fWq@m!@v9#(Cf`Rd zgI=DB4ufl3y73g6t*vg8h!X&x+ulMIXzBij**@Kb_h#d-|>m6ojWv=W8 z83Lyv{HzC#AMWSWw@AK~DteDK(yvBL)!3V9-;WnPOw&P_TmkcnuwpB7@25p<+8m<> zKxT{fxff|}wvO;RiLPb%Sh6bGxZ)9>J(DvZfx*$yUI zkJlAM=AUSm+~oJ;#vi1<2X^gUE5x_|z{=$GxEP}<>i4=&TC@Iw0vl#;+wWNa9R81| zeN&@8<==Ip*zHic6cW39_B`WWk1HWyJ(DoxU4DK#hQ7krcS0yT zzRzQa*Tt8P;zL&!eNJqfFWS6HzU)c5M5HJQmz=#=;q$h5KN{P=W9u%W%V2yxjenm> z{{HUAl0WoWYuik690B)d+#g&)zE*nI-~%=FDo(yUcd0~{mN2`4w#jn&2Ww8^FPHlK z9iO*hv1EYx9B-51c_+`i(!WK?olF?VSz{*P*HcDng5#?&?-@RKlwM^E?rL(sx5%tp zM5S(GPTomX#+Cnxtz~F+E065M_x`}E^(1`(3$~K3re4WU@(Syx)>KYF?(0a1R|W(jw0iTC&k>azA3GS+qGu zjM_|-QS6i)i`)6sUA*U6d~Srb$%a@D=j-#+oLWx3>F>z4kazrn;~ODy9}Rkw?m^?d z$-cYjI!i>ED|%c6x5w$7l`79L=CWAw>0IuoRQmjzu6cuUu@PI7YMD5liZe}VR!NWS za&Cp$ty#W^u}0$GjUwU@9GIwgBdkhIoUPhaGxuglo(+Wwd@cD8o4_My_5a~fgD^OE zR5>}h6H{l9zNWcG71$)TN*m+AIFXCSz*Qz5@LdF=xMm=L@H>$_O~6Mo7NBX5Vy97kp6= zcT*Gb9P$-6_D-7K!nfMsOR{Zm((`dVeh>d|bmepUen__C`PR3_YC`7e5KfNm+T!J# zMlKDbN3dZAjh2hKB+HmFK2IcpQ0> z-}+mhoNSgd+TTX|6SaQ^pPNALUnrhv%%%K3`=qYsZNFIEFEVQ?IrPS{J4Bfw)ZsgXZpZPDF(ThoJ{RvBh?SLT6Wy}sJog33d4CEP{KxVg zShOJ~oebedtdQ^ghwAZJ!83vW(EHE&KL`>v^qI^9isD3a_$FrN#O0GdY0rNO;q7j- zXYWPM!_TFU-Ha+Ey|zA_V2(W&j!yiLaJ3367wcmDN}#= zFxRS!IycgJw)pY|T~1-gbBuQ|{=SYSkBhF)V%uxuyXx`P^tOK(~)&SIk- zCZse7Nuf+7NhzAsKpKe#l(C{@DwHUN45jP++~5CuJ=Zgxv(MgZ-RoX!pYJ()uVute zP_Ky3b6G6!|7-JtsgUi#&L=`VQFj~JHi^J?`&37v3a- zeu}vV>-$U+ge@Oq;Zi*NhGmYyh-J>?^T;kECf9IfsNEvEbP`+V(=_ilDw8!?wZ`K5 zSz_M`8uT)&)F#D`eg==VeBoA6W{+MglDsAB?SjRh;%>P3ElVE8N_VnD)^jYyz8$`C>#?2_*R;}hsxPi(5iMy<3vi)8Duw+Jtr z3;m9+D2~@3vE*22Wd&(gQ}5@>k4Z2CBKZvSk>8)-++cl%Bj5Ti!Xu9t;GNCS>eKgscsW}HsiIW}Ubq-4 z-3p(iXR_H``cGuB>?4haABgttpz)r2mQ*xPv`$`%>{o8$SnlpVV6*0Q=`NzAa&tcY zT!~4IjFH^8S=-!`MA^M^yU39JO{oK%XYax2F4u-1Sq;3`Cx2zLMb<;r z$DSi;*a0@*(fvc7nph5PZy8aRZfr>19XW^7T236>;5TkSJpAcpJLedr}Oq&S8&p@gjSi z=VIks*qA5bm%+a~NtYGI-NeI2Y5TFbx=2jyM5bil$S#EjuD+S4X64dywmu6ByJAy5 zr%q(+JIon-!?&0tPZ{S}s2$5@`-mfBF`x#mdqM9|{pAx>{3sb2o)*iV<2OavBRjCN z2WoU78a;>+H$dcC)*8g?|A1yzTfB`g-xzNsjJt`L-#Z_+^k&N%5cHduul3yphi2m7 z^g`tRlP=96nOz)zK)H+9w?98_K;}uJMcyP%^xwt$tE~46@Vq9(8}Pdup)kiRKb&^i zp+40dcm)kAz@l1VPPv+e8u5ZrSTjHmRj?s<9IME4FNxl#$7XX@bu-*k?$D+~^;~#w zXPe|C`<%v~(RehwCzn)K;5_ZhpUISbc&S*`g?GORwSKJk7Yn>Y%e`om>22h)c=bSCJo0X3=UG_7N**En2E4 zT}J2UaQ!YZz6%|z>7h0Y758akI*YwP_UvzMOPg`9JJ?s&xok1=-K_LK@pG+sn4Rjc zJGZY`){i`$+4OjNuHnUd$S{NadFtE)mnS$^oMqcVXQ{|Dx4`5YF!>%L{YjFYwUzWS z7N533wl-GOA?ar#Qq~ydea1i|?x&Boblu5Psrm8|soteSZzCjAQ|hAc%kJ4T@C z*YmkXj=qRN2aGjyvJZ`eVFaU z@8K-93FrTY!cr3c!u}m``~)77dct+JoPcN9)pRZ1jKqhJF(SKfJ`puq(|3`P-{XlX?>L7Mm3FE!t^aSQCq<`xIzjtA8 zH5~fCwJY28e+2$-AW!x$G{gE=3*Oq91xLC&yU|>jd+5aKYgoT_fqkisezLxQFzSDL zZ^$na^V&juEGy=Iw*{*ogY_?wqNeE6)45yVeLlZPHM247*u{79GaSL^^IY{|c+SDk zb09lT6yC)m8(p2c-WS8}5OzD&+nirubRRi^jq)6#HO7Ag zwaPM=k;@Wvw z@)S1R;QMEG{)m-Yh*Ej#lxO*adQ|fqv34KIS8||!}>QZvLmt+7VT!4l^8G&TB(3B zfdrkk8^?ZA$lnojuY^eI&!6Y&qe-(!U*BTTJ1kSx&s2PTiY7mhd1_%sIhbz$vf-2T z43?ev_#PZO9}XA$JzM*LDaP#!~%C&iCcH0cHXh1j(Wo_U&lJbAW?Vjmc7lo7Hfyp1T4CzKy! zP*$TR*YmylO%=s4(7&8+@A~}%uHA+a|FYnB?9r!ir+B#-wos2Rx-XiKcYS&5e0^pe zL2<1fV9~=_cn$BkNpv5DUGK8&dGP%N%g$k??euLz>kej%pYgE1zf-kt9(~Uz!v?Wt zI_#cvZm_6zBrV(d9&MJ+=do1W?(SUP0wqsJX?<2P`e1+GX)dTr)0x6#?m)f@F4!QNbBV8$PU8X+dasWw)v|EYdo*V_C_3vJO60Wi}u<1G=zRF*y0pk z`-pZ~(R!&!Uxg*_;i=CWMbv2?1hAHgc$u|=wfCns>8&Hu?d*#kLTWWQhJ%(LZ> z_(xB?xP)C^(yj-&t3a+lyoW%e2Tt`ReRljkNQOQ%N=DdjG~8{JJRMldCl=7?HzH%3{1vY2HYA7#CEyVZ5i9_M?fhbeW{lNclybjwv zNY{bJo{CXVV8mBO`X5OK@u~HGeo{EUfv+?+UiO7A)utjg{OwE^vW})rAES<8K@_^_3~B+J=AjL$ls+i90~?sLredE%cjGE**a-LGUj z2RlwCXG1d1h0iS{Y)Y0_^{|(tt#Im0R!{cno^&58j;`k2P54K$Ro&rE@qg@+DiQ}m z@;3=FpSUF&);MU7Ui^W>U`=F zFT%I+uHM_Z<1wlcOSUlT2j#Q9`Z~Q zWsb$1X}*%%w-za$Ct)?(lp$NP3QoY#)7|?YXq=j~K8g1xlgvyp^kn=P0h5i|CHLt9 zE&n3NOKiM_q^m`My)YvAi<7N%C{2d3XdU_#!LatcE5Gt>YW@-_qW8> zRQvmhPFFZT*{s%sMQ$?wHun?%k|?$RQbDeY(T4M^Ysh>7IkMI*)zOdPhil=q*a+{k z>OWG)`;aehs+*C2 zxE|i-Y3Hz3>aoYF7ix1oMCw6s7z~!_=lX)B9)`yvF>WWk^LFr7J)O>Mw5$p+fY}nH)~CD%{c5!uCV*zeU`|( zlrH7jWd~Laz|Mg&(ZJN%k5(a0DIp_-li6Bekp~j=g|;d-eX*<3Es_XUtWsQp!jT{GCtPqs&Nu zh*tA4XdDUGi=A)NW+oQ?2hnM;`vT%eV9QJJ=#P#4wJ%QgQ*iAq@~`t(3;KTTdj>9i z0iz%Ngt^UG_Av;YYK~vcyS}371o)pz^TFE8#q3l#d>A{b zY1xO5?Tdluu~mI%-@=mOJS$JI|8cH9z7EII3n2ca{$DZTL{Z>Ej2;Zf3ms4P-bB+| zM9HkwUJBC|ESP+FkHYCJp8c~ZnN|AP^Ie*6-$T!Ed59y4Pe($tAy%jQ>WxNg!dBbh z^Z`uwh=a*YQ`LxT_;TLrOcz7{)N@CFpJntH=#;g5*(;hFYBiyMl1TY2{#{Oo)DO#( zty9b+lW}4rt3R%nV&=zu8l1;!eOSNq|Gyv1zQ>9zpGx%y^Ox>gT<7m4*xXXT$;kLI zZ~8(1tK9J|^fj8Ll0WxEo_VM?jrrjF;!i3E9Rt&i`pg^rHm$io?V0AI*U{xh7IEW{wa(1#4 z=gmvclgB$E;RKeuUTI_P#NXhfMYmo{AMUjqo~z>a+Bf z@F~YLOTzpUHc1}avmsats*AOI7Qf2#%2^`8)B?*Z@unFCTvK~$71_`6mA%J@i+$NC zay3bF=Ukaw*NLK)N!o`6gVJ`)sp-z;E|yKr&cod2Jcb`H^Y1#^pXc}${P!>xxet=r zi#H3}ZUe=HCL5CM=WvdQ(Kkb0Ize4$q5fU+Q-$X>Y@ZQF^-#J08c{8FVkpcAvm16~^9z z(+&7kn&-VBZro1S=``e-NJn!5_&n?;?PX5K@$~w`!U3i>!SxNANXnm+YPjVko zgd~^4Z8Thup?^Okj$z|+zI);Lm0F#Gxl?ep9}BfJes-TMVwpS(D8_zSEzyjZj>5$3 z1nn%U%!Wmtv}OH%YgW3LHzphXgGPTAGs~J6zJ^<}?WE#R3${O=MyH63mx&C69hpzt z*tnysOBC)RQlEDV?&kgHE_&58X6p7<)O%_eu7X;BsJ4LWxhzzNg`O6pw~@RteICS= zUBwF7Y9(x7FQfd3-)u zzk^{_*O8K#|2usCf#*7-%we6>x6D4BQT|(xmrM9jDm2a2cy9=w_hQl4`Tb=grkUURz zuMz*sVPXj=`~#PYIP?r3*bUpPa9M(j$zt=2>&N3jaT1I&W=&%~uFcW{^Mc?Hyk@o- z+EX+*2}+g7HPp}CIeqWSDdb26y+LrkaS=De(&rtY?!)z--_e?#FT2R zHQQKA^p~pWqy06p5O*GjNp?~k0FPw9JdsYxv6HnLv&GwGq!?zj$4GUs{wism++r_i z`;a*C0BiillP`r*R*jd!sMJnBgV*$9!8b57ktKUMvU)sB>Bu|Y<|j|WkNhM?)rv9B=@NkcwAAe$*!H$0!YrmLn4iBf-&&Iz*i&pMIb~}@N zZ6}E>+0j)Dvh!Fn>*#tIA?qP}kT3PduEL?wP)`ohta1CrUFk#cNY=-;g*&y;{I&yY z9YB`k`syfNWewCcBRtL9D{A>EG*f?KBR#X9wzm78WB6w=-r1BDo5D2J*A|PA-PkNq zD7)gbGNKLKW|8Dlh&LktAFP*Lo;T33BaBM%$8Dsp#3#PxdCT}h2NCi~b~#$qTCLTm zY>}juNb`+W8@^)C0EEz zuHI%ID#q45_{B=>D(RYbIQKOhZ)fAW_;W8@QeUkd%OxJ)VZ4)BuK5^)_J>7x zEq@YK?x#yn$lU>ze~sBtY#giYQDhrLzeQMbnbB71Epf9rM1IEf)V{kztVl)YR4T0R z`aIdoT|-t7J#Wmc*lq&jgJ`rAOY%gc8cCAJdtbh=g`cKw`Dd*449t%+Gkpcw;=FDz zV}GpI+D4lVrK~Xu+f#eHz5kZ*tMf&PciH7eF>n(4 zcaU{&-#6ge81m(PQZ1g{g^fq>+{d-9Y^*X^x`xjlH_xnwoGgdE56lrp|6icDFVy4la_v~CE46J3)xRH}mk$$Dl0W@d{iI$?4UEcjhr#SN1iPz2dzaZLdq3)7cXmY$;I}V| zbNMva4JOGt)45=|)kfV5&%R~jfpkt@jPFFz>?~;qfs5$eTI=mlc@9R?VcY<--ej}3 zBw zCOH2&6jP)3R+c(jEc{Np)Dq6Ki1j3|#veMeT=wP#@2|+xnFqb@_m}=^D<+=9G8?dB zr!k+zgM zh)lzhn@(m)J8 z3xYlIC-sqEFmhErG}r&RM()lkFGBex5jN{OAMiu%PUBn&b$OKj^3CDBI zGFhvUOg~>jd>kBy;lROS*mUt>XW?$5pI(!7WiR6-7xq~8ct*=FG3_BXuYpB_#f;v( zsw*A&LtHoq2EENs*O(KJHXnRo zj1pKkM*HJLi8t}>1QM*qf%kCmDe@;T=uI$r5U!t+=4tn0jQgT7@;{@Qpl|NoJJ8d2X6oCR6zEPHpeP)zq;a z>{ve0*X2k3pp}YdOUb;79uo_))f1@>)aH1$7=UM~e^!#kCb;h$>+1BiRm>?uuB~*e zfa{y}ag;gWMxJ&N&9lPhFTFN^P4eS>!gfE>Bu~jtX1hDh0m&m#N8inPX)}IN8y4r# z_jUZw+NUwJPFB?xbjkjgOZnaaHcfrhlIGFN+3Pp)XRPSe+W!y1InQ`L#KOg7%zLiv zt2~Ew?&iI7_;Yq@e-Hb?{`y<{JZ&kZT`xF%PuAu7TL`aRkj(R-dyA`@w-L#ng=i}Ok;?h8tSLBpX>i!}Ku9WOAHXKs))ho^dYq(o-R806qV8ZE}~Mg3E`KEo&93lRobs zw!H6H)a~8wf>uv_d&iI-`Pd8;5xu(<0;Tfh0D9y@j150 z&gR!dt&2&17VK_vb|lnCxvSeGRx~2PB=J707?P=^JAWC-%lqT(e9X(bx(iwHL@1TR zl71pWcFJefLGprr=!)b)y&Ky3Jd^wDC;}1dy5Cf{g=Fj@ynY0E9@#x$IT>p9b=xN^C}Vr!@RL6O2g#gAF9VQc+*;# zosNeenAtYLbphmtYx%09H$%2ApWaEk2Y5~PTQwv7AXZ#qjEDGS=773vyqxauiY0Y; zSv^>laHp0PIQP+OIQG|d?tYv;k6p*%%prQO1KDJu$ja7J^>qbi^m8^@#+qp{SueE< z_ZLUf_7&sx#GWQR^(a!W zS|uxfNqoy{hOF`~E#mAUN#_DC*B3l&xw*L>M!(92{au^S!8NhyKVR|OJuL9F{*tHe zR&gw=@&6JhQhO=c_&4Fgfv#R_oMa^Ij;+bW@G5Pxk1g*Ho)e|=79@8^$3y0Ak?wiu zT;+;ywEd4w@^rTkuSy-%HzC+mo2`CNHD50hgZ~m;J`^*~rDy76CNFgd5#W6+`Tq+aiok`X*9Ez3ainhs69?#86?uWGfjGdeCuIvy` zhP2xJ@khU(Ct==EW`@oBn|o+nju%z(cQO{{ZRT2jn*0*edEIoqW+!2?Zg1f4zw7l7 zzL>q=Utz%)B0x9%JO$nl7-LC6`mCv(rLTRBlP9ll(c}|+y^OSV$la4JiRqJh#4r-2 z2FxBl7S^=D(meORg*59NZQmiytQmI0cH+1LWV0}^WWlVk- zX77@E5%2t!PP_d*(z()lo{cxh8Z*&mA4v4q;tla2dsuGNUq=zOCJryvV?Mt=M$_z& z&iaL&m^|KmG#$%&iD9kr;1xVAMceaOzaR8d1AQz0mtoH~#;Spd*%#TJMH*U*=K9lh-H7(Q&sle%?j=4Rzgg;g@2VG;a@Pmon`8iAS+fcgxM3u{RBEo z^pvRhni1dOo%y``2pLbIXHiFT|F)NY@-FBwzMP!y1D*Y zvr1*$?Z8Uezj2aYa%c6Z_QeYKZfCI19CBx`_GQ?YoeDL@m$zBxOnSD2{A>t(sNb8| zyfF`cQB)}7Yo7DF-CN$`cb>I2V}+BTleZx&$x^hy-lOR{k*vd@GK&ngG4c-F{R>WA z$(t3HrTJenwH^ieYWya%&Nk;#HRXA{*hQ06klU9POJUN{{3Cl{M~V}jjC?PA`WkIF zG)js?*?qfAWcrWC=J`l=*VHmnG97K9ajKRqhh&(zlxF*r>P zauHcir)O>dr7qof^tp=vW~bEA>~<7u52EG$wEI`o_|cfj*>VfdPIcxoIQ9gex|l}a z@#qqCuHx@D?9`NmYuPSUzm63JhmdLv?cOw2Ry2Rh?!z1{2jlZdT3nl#Fm|N>hPc=6 zO`^qot}6Xfq4;-Nmeu!jd@yk&)hPeNf?d!mN3V?{TWb;gYzTyH)s6Om-nzl%A!E&i z*@ga|O}{VkW)=&jMsXSF?hm8>*p-zr>y6vlsO4GbbaA9Tz8nUt!;F;d;V(m?lY4+8 zNiq#zD`9>&v3otrSgWaweW8Qd*yc5O# z*Y&emME%hGeX6LOH))5G@@4lu$$paAcwd^Pc0%TamTZ-bzCC$ls$ABF%`!5qX2C7E z*AF8;fapC?SfSM`{ys(wjBmdWlZR+pMEl*wd=w{&iGmyH)QK)X8s#HBHN~c9$e9`j zzd|ZmYEva_IDd`5zl-7jm#-zOy06ezKiXeFmhQZ{FP*be=2hHTMY^mZOy=ezA+ZFO zH}S)l3ZL2X?kRP5@`h>~n-=B8d5e5C58h9U)E{h&0o7?d&0JZ-?}3Gx@CTMmF4zua zy~5|I6ZP2wGGmQ#1s$KH_c3tE-SI{`{=~oTF>-2#f2dVvrqv>F6SBU6LwP^<7O8GA z6D}i3bDyL?G{RB1Faqa0vOuzB3}n0Oc)&K1AnQd^S$quHuEMapZ3W1i&t zJlp66&Ag{RogeQ5;it$wKgf%*4d|e&U1RmnwetQ zeu{gQUC!q1++243l#UmQ&mHl&ov++a94toFrTwSuzem*S$;$ijnYCodyU;gX`7-UV z@!v0ceb|vk5J>&%cIJaeFe6oBN1IRcsjrGCIhQTIXVVWvgKKbQgIG6*k0-}ONAixq zr6uf;nkYrc(-n#bu-UsbTWGA|dTxV7my>KKYh`^@>JM(`y|bY^MZBxY|94`=8`#p@ zS1Mz+!`3z0mBP~O;_2+a7g=yW{XPzj!$gwT;G4XN3$=UNobw*ZvdeUc5q^eZTYZnC zS27{)XQX*J`!tsS3)NJOUE!KFe%~ZYpW#zNc`@jAvEw^jK2MutMVn1LDB0yxV`-J2 zPiR%#xz7G-#ky_z+sQC4g&~PPA4B8@_J62=X)3Kug3!&PRPt_R$K?6=aWb#iPSa<6 zU1`L##h27AU8m3NOG%FPfjndsjsFo*YV(f`ys{Yi#~G)EUK0DV>#l_UPuBBd{`UpT z-sb=KK|doNV)R3BwUxV={_L{>k_U)>AK^$dwoNU_R{X!Xo|YBj&N|UA@3ZUhiGI9j z3zikrZYSRjw_9V#aQf93!F%IHFQXm8CTC$sJxBAlAp1JAlm9ConspiVp>v#Ge-@+0 ziuV=tk#|_jjg`0Zsr}fE^-dFEl40vA7QR7r_=@fCVC8}E%?_FV^xT)eL$JGzV?#uP zIea#&bABXES<AL zqx7eJa{9f5;RlOnd!SmX5LfRNcN@UqH9otGPd(=MLK-b0=MuUX;R*YS^r=%ikcE;@ z>19X0)iS%%55a;f{GV#+mqOq*D5w6(Ofhj3J`Tap!QxC-R(xmn$Y=H~n0+J6>KfrA zT8)DDe}2C~@{)M*qLM*-iZexle>@cMO;Z`P3OZ z%#{@i{47VF_pxA)S$QgJj)T!}?E4j@oAQigD^2yr-`MJJ)*3;xk$icmHtmd7R*byX zoO}T9yo`*={F`gri?37&o z6!o(<;To37+QvupJONX(O1Y(ocB4Mt)Au%G4bn1sckVZfosJiYp4ny74vNV?zo4K& zJ>Kz(DAAm*spQg}Uv&~u&d0_`lq`bz^p-b>2Z|AMdBHnm8|!!K;T#0>)AYX8+;c&} z>u!eOKQ!2c6+e?AJU_+V-fWVjHtc(%;(a2~opjAAfX>huF2Wsb9)3li`;$3)YHQ(E zC4TmqXz?JF28xNjc=WOGIzV5epmP9!xfdgnRX6J{C+I7&CGYne@$*OhzXWEf&b1q| z?F*4Pl`c|!J1Zq_p;a=jH*~L+H!&CZuY$G{ES++)aL?OQC} z6GJaG_J#V)KGZ=FyZ~$KyQf@OxQkA$uMLS#?+tOA5|gQ zPQBg3QrGaVKKS#3x#wxu*Aq7{F#2A+tbyN`;aC@aEoG5ZNxVX=n69tC$#f(fSF--K zB&oo59mI@>G3Q}(Knq%w6YXYby$|c8*5!8){T!m@Xw;9jXS3<6+V|l-FNmIp`THvP z-NPf3C3b43Mz zmB*}W;V_uRj}V#e)AA=#auU|xg^^jq^^zzy8cPSjr!Sm~)8=u5-?q1Oy?XujCG35rL#W(x~vMf_&=FRA}eu{c?!);Yh3ZfkkP zaYmTPmP3r08lcJkJ(>Mixnd3-*En`R7M_A#`$J$A9eyt0n96o<>vaBSG@$ zyw9$qc~tgRe=8y!&%RkR)5*Q@M>LzxHtmf2A^Bg2RTF4t<-~D?Ym!ZIq0xuZq%jX2 zMDo)_>vEz>R<>j%*LXgcN@=M`d!&1kB7SD)@T9VreTA9)IMHK;_DyLvpI4p( zgWjyS%h**#sJ)#T0E;&Y_fO}MDfg&VF!xuSUqHJL*f*c-9)wam+Wbz779!G@xI9)g zN}NB3d=(2!+f2hFoEvDC&-1lBjrsk?-Tg`DTZvJ z|39Qm_K3?^D(_dmWUbt7Enxr6^lPt|BYDPJmiR-od(ssr!TVZF8;l3_$)24KAHX3a zW)IRI;(t~Yx1r0Q5U0W@pB$*l-~n zma+Oh>~}IdrQYBpV$&NU_fiZvU)!T;nwnZ|p}h~Rn?mUpXwHUxGQoDy|Gzkz+@i1X z=@o^iC@*01?>Lz^!Q(`biek&_dfsI2E&}26@TvpOeZW4+^`1<9b=;}+!|UWReUTn7 zi%l2u<6*k=8lhPa63QCr{6sPJ4M7#1&_=( z&(q~V%&i2`oA6_tqn}~T8ve7*h)=M{G?q#|l!>%HR#cxx(~%@kw0#mQUhrS`&UPa6 z2zH#R&zZcmI(8=;Q?g0bF#itqwVEA^81H$~{;SuXg*)1;NPCfn)12D@yEQaQmb0wr zSODj5;aE@W<3 z7tA_>!TRq4i@uoKz^H9lI+YQ!D}EgOkHz7)*{ZDhY71^%Ox9~5dAcZD&Y0E6wnHDY z`R$d?l!DnocyRzMhH8C_tN+5`>@Rr9(aY)o4GTTXPMxs&2R(hmjvI`;iU(JP_Ssr~ zt!;L4mtw(WT0a{mual)Z#@s4;zJ=vaLbSDcCY6#F(&}nByhxjeNSzuEd0tlC_!}IX zO796|E(6zOJnE>&WS+?Th$1|9Ka6+^AO0~jcW2q;`u!5Z_rourFb2W;NBzzc*Doc@ zhdgBOLeD)!=k9#u9tVHnB<3i7BgqlKe=Vz@bgB} zuOMR?Xm91I&-p(&_)6&^)rv0EOLh??m+sH*L2kgDmb_^N`}NiDTsCRR&UNsouQ~5M z{Un2JK0j~we{#2e4)qhnv#V&GI?GudUeEQZ>N|+xYS5lS$>`)t9Z(CXJ2sjl}5-DsWWlwbN5kMg<8c}T`?+EKC`=}ioZX1MLs)C zf>))@`*HI8n{m`r^>B5^XB3CUVXB~8T z-Z7p$`(VcgeO57Vea~*GQuiENrY_oHtW!-7R~q+69=bmdJ_QE;iO6|Fv`YV-@NOuUoy=OPADWD|6-ieQTlR(0g}4`Qyn)XD z!{Yb!khPTg^pdPjb>TW1_q&^wikUxC0jnjpeFu#J_>x>t^TfNu@#Y@a9mB&`7AR~Y|kXWNn>*-*!@KrPp|a%D29bmP5C+4&9sKZ>i%@h|&6&K9kH zaW9eVsyD-K7CT(!?)6}HXzXhvo)3Z5v#i}qEZYZu4~ut4@`S8{8;L{L6!4oSUZmz~ zYTQ4`&yJ*X7g6j7zt`}Hyr1rk6Ccs>3G5jM`){ydvnY~E_lwC?&HtD1#t&F3nc_-_ z>)Cx%g1?Q1QX=*BbZg@GMZD*0{C>sx9lUv|2$2jrsiZN<411e+umL(%%}p1v))CI$ ztmm~*XziM0d3=x-ZLm3+Q4Zw?3$Wz|b~=H*FT|M*Y}JH6CU@PVteEHgsjK!33%^;A zt-a`XHb4K2oTEC#QO6t(o7XVv@RM@9Ddf@DS6IGOXG6!Y^WdMaEmXYF5Typ2p* z`J9^U2e92ETJ6+d@&cT}0;!svoER0bFLz|8LG%*HCE7MOZ#+SY51rj9s&}Hr7&`az zcRoe+660zkuQU5_Vqr@E|(j-j#29JspRFjkvA@8yMrA$3zBX4)N{*QTueF5_!sf*P3GLLd?I({pYgO*5WgCZnb$hu z$x3>SfW$`$BQ9b@h9scu5dQ_vf3GA54^I1q6?3C4(H0#^kioeW6BopgR`Dz z7a3Y(O)?8*cfdH@ybrgVI(G;p_G8^wXwBk@O;)@4ukjc_5b$k4rTRg z`Pfd9w{ib5wjlkzP|I`EL$LOF9L%T1?99s=@fpS}>c6(6d5J}fm{V5kV;bK*!u2_L|7Eh>zqLp!!;h`Sx=zCZ1{uxux>emc#QiFG_SOrh=fdQV2K)Fc?j(}uCn$(U4; z%+(xAKAlu_TngKx`EP2pW@Ud*eb3~*U$bQuXiR~7)>!2!crRltgVI#vWF1pQk)txp z^&;O(H258hr(?`OayBAOs!Ml+3q0;ru}Qa8K&K{{{^m`7f*U+n$C>pJf6QlAu=vUw4-T&0^bp@8z#faoPY3OSh zbkE~CSr3=}_ZQRTZN1${pK0PlWj>qLw=JC=D>A=B$BwXBW47oeN@idC#jvOY!7tdZ zD9N56VV=sDhSoT;tr3_0#q^!-5EilLAGACWg6$p6dw@6Tn|j>aNS{@XcVOY)G}uUo z!^rx8_N{SuvbbCd7Qc|}Uy_t@{$>_WjfX4TW86XSajZ5K*0*3oJ@KR}j%_F5*V@nV zcQW664c$@xUQ5#dc>8FWW@qVbV*6^S|BZ=l`NbM>p$bdguJt;I^nuKFBPMfpEiGre zay|UJ!gr#cvYK)wy|(b}c_L2oo+d|FR>d6667RX{U_E6eKyMy3icW2L>>@vtv8@uG z?Iu^&rsR|9)ui8p!7W(ublgo<%japZpB^v4?&6sK4(;>IZJH7OVz-a{Om)a+Y>;el zCm5-!2$}shBWY0E-^bDFU3OSR({4QYL%7$*tkkI8A0OL5xQN+(msue1Bp=7urmUMP z!6UIPl?Cr3U*7hgMyI<(tz_a@&f+IH{sAi$Cqs97*5*y$@QDA|I8|*AWv9d8`!^}S zhUpUbEXRnpM`FQEG@YW|x$ql7pGu>)Gw}8|f}{ zmvN_gqX%y09q3%W{mHYEZ+-_`erV*>rL0ZXWS*YHV#y%-KjW_^^=6*_hMp$k(3!kt z7SDKwZgt6(9KUCYmsv~GSgR4dH5mij=xaC@4Jgc|FT**jQuo2t&5r)0b#e?hbp4g2 zn1@;A$Z!Vx{m7>EjrthN&xc9!etj!yt`XUuaJ)CIlXIk~v%kS@kdf~< z#&qo(h^N=Momg;q> zXfoDy!}Rm22r&&pTd=UHKJvLdYsgnaqZS{2T+dV3Z86>M#>Pw8zXC6Q&^X0uQwMfq zFzOxS?eBN?2p$WC$$aB8y)B?`>bZyAx3K*H)_s$8KcmID#{LmnJK>u(c1<(5X{|F0^qOo@_wa}F#GhVp>OqQT zaJb)ihw-0p;gelpok{bXwq^8DLli%dw%?My5g*Dvf-}f^v>uW#?L@MD$xaQ$@elR5 z9cpdB!1GlfFaD`q5pC{gw58A822i|7>R2o_=3P!{^!O2=Tdr=rtX7 zhwz3Q@$Y?q_hFHS;?A7~E@wU4VUA}{?L;jOf$awntBTKmuzcNuhvXSi15&ru>p8sY zZj9Mtv;mlrdN6n6Kt8{G;lIi3F^m1P{{9`B?S$bBJE0X+(4YTy!0?#{OL7qe1rp5Ufl4oeif}K4_d+2d1DYE-4 zRi<9o@A;VaD2-ng4Gw0}m1NlD`nASSMZbL3m;(K#to8vNrqg&Jl=G?NX%o;LoMaPkf@SzuzSFx#S<@NLA9GsGt4xaUfl)__+XbsaMz>7M0m0b#eD{>;*Dp zMj8UqrRLfOG|DrSzeKrmd?qUaPv)mxSSmRMTZl|kov&t&IvgGgjF~sHpSm;d4Z~x3 z(IEbvoq$V>`y$;o(V#0G&UCz?`-BO`E=iJ3eEnwZ&Res-kV;0@Nn}d3p2J1xwb+|% zF}L8r8gV%5Z|D28l*|fwFPar#Yhm8jxY+^xjhMa#53km`4CZve?tew8tF>FK-v^9S zlDB8Y!*2MmH^Zdr!5`vdBYz*ro}cRHciw&}ew^j(!)BD^(Qd#>*Rn@TOlYs|ei*$4 z8ryMXHE-yIp-1wI+y!)o<$d%DT6xpo)n8drpB1606SbACR^Y`*%t?mH>^oZIPNp0G zp6A-z#i#6M9B;iZSI5HlAeovFuZxA5tIM-Nb~tqtzp5MI zbL?8jli!4Va#Bpqg9VU$A4ZFfeu^lX&mC9$e}IwhCVxYkTx^DYm&M!g zu4S&D2i>pqdp_<=#`wjsy2$bKNSk_lQ%RCFOCPb&efX1SE2$yAm_29GFZsv+W!<0X z_$EJ{;Yj4X9?!GW_iz#wgJjm(XV#d+@`)&~>OI+$n~-mp`D+2~k977T-d5Y^l-Jp2 zC9O`=W8SXrMf3e3n{1zti53Sqlebfg9qEgYyYS^3GjjGX4PdF>`rU_A*~6Rl_r&kRXCJ4R)BjaabOI;S_`SvNocZ|lZYxPtFBS-V~SM-5VTWE{G|w&} zY4Y%9#@_?KNA$B4I+YwP%kPUi{xtqh<{ACi=Wo&MOBzgsVNKr~aA&+b(zfFG+u9z= zCT(exnRGiDTS4tHe~otZH~+8ai7hdr3$BgP<7cG2g(g?<{ui-6*?&I3m(=s=qL*uM z^d$He)%!8}A8zc|u`=uIt3xlDu`YyHPrX)vUh+ijhT3R8kh)KONY_vV$`j>Z9j(t| z<1z1M9C?IvS?Awb`$zcxNswuWZ+>hU7hx^!Mv^CDzY?*&fG}Vd@GabRp?ed}WZxn4PN?-KU>OlZBA1Man~1 zxhr2ANwR;%oC`_13=?l8(`(|{H8iitXPb-vZH;~w9q-1mQ|VI|Yu=&5F8!5*du{yM z&$-v=eWP>NL2nKG+mgFFne)CZb43?;u7L0jkhz`}Mq%-1JTnyyE8$uTQsgu8hlNkW z2SM@y$WXl$qDiO%$= z(-|aAj>@)>%TDFg@LT1+GI^9AhUy0WenRJm$g-Oa^7dv9iISnctZ_y=|0ydCg5i~r zUa031B1t7jYx1O4H2P8`d0vmT#PLyd8H>SLgPi9o2SVj4|L?%W@x0CL;^}iH(x){H%zw=c6L748*VjE9xsO|Hj+>7v@!*-vEiMNqFapyEl_=nb6 zAuxgWr50`-{a%JY4MgO7u=;)I4kz)AB3LzJ41@Leu5Cn`<9+{S@FY?Q2fZRxMBd?}S3?toZpJtoJ~1gK_x|5zNF3-8q8%D(OA{a3`8+Y5HN8#-B4 zSAp~w!z}q0QwD5qe>uVTqBba+y` z_aT^ChJ9J98QvX(i7&V>TtL?3n^DL)_SjF9&1qXnt3=a7EtTb#=U$ST~df?!w}m^p{*t^+j>X@? zy}U6zL(A+HtS{PKK!(`IE5T6$r=PUaX9}?*5a7niZpLH){RXnvd;(b zz0?9>E?vt5@=Y4dq^Wm4pg&uG1;2Ejk9{uj^div!1qv)96` zIu2)r;?2f6o>%29_Z3=XedHV%UgrNii)!l5;t6(7UC;(}xrZ!S6Z{+I-(<#3?0u7D zsik}emY<@Jl`xv(s_R&=3!B~v?PT>hiTp$H`2c6maeX86$xyawsfV#7nMscRFn$S+ zpR&RAV&gJ?-CD%^3x9?f@lVm{Su7g>iDS$-m+P$w&a5<2*8*~_MX&7P&y$eMHM{-& zg{zYhx39Qy51&beLmzrB1?7v)zv=PSDT1VRpI^!yRE~p%=taw`?Xg4 zlJz`ZHNyXSg0%-1@);`?m!8DuyhVN2x!h&6HC8)z${NXJ0lAMptMMtdvko-M3OfFy z_g2QcN52=iqbZ}u)G1HZ?W~kMns#UUTFmy(v+I4XZh$KnIGcAhznNk7htx7UbYa2v zA8Tm$)=XI(ZA5_Hj(Tw*YAMGL%2JO7Zw*`%0s@E zv5yv|U(ieLO%KQKrN&Km%zltdKEUibYFxl+2UN?68~w$tOXzbZeGXvTd!VpURJqY- z`rCcK#)H5BF|iZzfZHrS^r-WmxbQ5|A{ovNhOy7>SehzNE40^4x3i`wpBd z?ekxDH#CBFa&w*zlPWm$tI>zS^?#(^LyDI4Y%C6}hf)tX&&IKPSnyu_+X$oU*l{g+ zvv#r!sk)Q&F!69IPL{{$?!L-t@d+ExW520dy+VfjSm7`-Bnw$Z-^<8(I&VD_;`3Rf ztZTm!6Uv#9P9u4;m3DIVCKC0~^J_eG8V{_j&zZ2z6P@F*W(aS3#PL4j*>~<~9yV$d zn(gE{N8)at$mI@gH)hr_N_OGhZ_L>|^)6EW?5ibzSjd+fL!!KRv=M)AhF_}htb^}e zxZ0M@lTqbhTzd$92eV5z*CZ#*T$p5~ejV6#GkR+Co{tTAzyF0JOPqfg!;(AoEPo~c zd7d~dD8!EBKK-k3$1z+48fW}_-EDu)x8`7XYqAW2Ko9!NEX1HcobM;ntlcBVMD-Jh)YGU+o=5&3X!KdbQ zrcH9|-^0Tn=l8oHQPtJSbhpiXl~sfF#D^;IJd}qVLe|vVtINW}^_Gh5yV+?%!QU4{ zpgj!+u)zY+`8n2H=h*M?NJZZDJf#WdmLlyo8m{+DCV7iyiIn@2@IZ{X0^<(C%1TDc z+JJ51N$S<)lU=HU+zx{W`A%KD`ow&GsF>1HoGkB(j;`pBtI2HJgq)2b+?DMHYms+C zuh8HRV?Ss{d5`v~k8?DcdWjaPl~$4N^I7yhv*Ju#T@RzZ;N6MUvLE==f)DLYmSna4 zkwtRvkvw3fNU$Dz#$so6*EexZRb$K%N3*g!l@vPqnfE%$1DAX;WBKZEHqW}+d~P_@ z&wQfZ4~tL1=|24RH4^^fZlaEBvS;Z#_t(j&^ECMev= zBpXeqWMj*_g%12R6}h{K`&Y8$&DuoTI@r*a|MrDJ33|Na>gFu6x0qQ2N3)x$EdCyA z&d9#Z8m=m8q*Qh54wY>2W=|UW8h9P$k31)%>zEH1qyue;zQ*s0--R zfOR{&@5>J17J5k@%6wkB1Ln6lx6QG8p>zp?gMgFFK>toIt{NPSf<$Z5$`jj@#aaed4IUW>) zX1MN0`1Znv;rcwt%vc5cHnGG|D2>C&5txt_H*MVyrS{@wTIDT6suBddW;~)QZr|W| z6EbI4Lpjm2IX#nupfT?`ogTO2diHfDvSda(nwQLjP;$Xt0Nt6GyG7ffH0%$}mh??^ zq{Rix_T>K+dGJyru3^W1dMiqcyF&mpHcSX3)OJuOP0)Cd)~4p zYfLSFzYOJMh~CM1uR?kcocikTM@(B}#QJQ05%0c*78^<15U!K4qY0j^XRiyeGw*z6 znsIO9@2Ql1C{M1ZMM>VWH=I%pw@x$sI!((*MAp~!Th*Cuj@?0;v8pCdUWP-~zCFiMc{}k0 z4@i#Rs(RbuOeOa@jp{-*0%zuAC{sSEUkPW|O`D9k!f}2Z4 zsaN&137V&pxXFbD+})y=l|r> zZy7N)e=er`Y`BbMjTPd@O(eg_wOKK}PUIU6mGY2GuA6c+s4N=y@ZTRIOj#(-70ueP z?f_En!S1?jdYtH+Oe%9-HxDXXU6agtc?Nlqt5RL;!h^0nAyol}kh7-a-T2Q+Gxd6W?#U9j!Qe6Y zX4ma{-gX9*YD4pOnDvLu2y9D*g`3%=1=~&IM}OdQ-YD&d%Xjg~x|m-a9{;y`eX2M) zk+f&)Z5};S2YVkg)I!K5x7rED%FeWoxGI)R8oL`A zQnld8Lc~Zlsp)(+`TA4+IJxY;#kq-mf6%_iAw2tG| zj53JMeT{lI^uBTJwIbCSu6wlLt3&B{r;(4vu5+M}XN?uv=MVOsqrc3n4GNx^Rn%v& z$^e#46~T{blsmOl9sZb&UNGNZ!qO*@w|8M~T7@NRoUa9w?1s-6UV|m_HsyFI<`d>pSG*y9oX-wfIsT>IONbfZc#>W(#oDnxU)O=~A$t3V7j9;+T5x!ThWXT+ zH6vNu`8fo}iwGsO%i7nL&hNmOeb^_plJZpOKb-5P|AT3_(zR2Je=npf`P%Ai?gUEE z`dK(7?j7U&7i^XHlzsI3E$%KS)!P`DYz#|ay3?62$Tv^VMe%MHnco(nlQAqAqW6MI z5#O`<#*fZlPP%$@$Wx#<*sU$BUcuy2;zr)2y#k5UDoLj2YNT#UgRJbk1Ok)w*2=N6 zd}Fkc|1?q!yvbhQWasU};y1u{ES%3^)dhw7$Ye|TQY=e8y;1lxA5&V2G+7tA4C47T z_lWuDewO~p9C$j0*W?kawai+v8rp0Uoi@1QWXC&^Ftxg7u>5JxW@Y06xHONJ|FT3Q zzPXWP*P8Ecf_7?1o#Qh=R@MAZPuUN(8`>rHT@~)_dDM zH8vk^q0v!ve^b8;Nm7QDlda%ERvnpUDZLjp-yM?=$hOWH8 z+>+|V?_mjwm%Y_lA6` z0$xdqUa+c;?Hl#e2v0NbRwK(A{b!BWM2zjvVtJ!85Ms$7dJLQ^;AScYJVmZDq-#OP zAFyw#`KL0ARppUc#d8Xs&Ld4SL6p2nk~w z;lV=D`%gR^P2*ksV~e@tI9_;!c$d8_`$OPeezq^HE_US|5Zpnt@oZilACsr#a@ux) z=tDH<;XdXpS7u$$kz(H7T5Q6wn_X3le?6h+%y!lB;SfHaxBSz!IZ*q(X_UQ3^I>!! zIX)oa?d+LPNJsL{>O5mT-)u(eJl*()*T2IzyOJuEL?0LDKZSKA9+%Gu8(H)rN4wDR zH+}Epcq}x@S86}i6LA-7*@tZo!tZb06TC|L4UT4)?x*fNmeaa4>3%kP)+gn@J8y>D zIDRyg-@we<{2aso2C~pvXr3Tu_Yphpg~tEzC%dp7BYD<5{!Wv-jFL5V*W%m3w5)`e z$?}_Ln%Tjcw@8nX=PD6(B9tDXR~<3FvOCtz>{fx7eZb>)@%8h?!hE7GqOUr}`9|C- zgK;0jv>h1_#IObQ$kU;NAeU?b?_*hZ_tp@#Z-RJpeH>2a3*hu2smALyJGsliDp}aG zLV5${w9w1T#u}l`Kx0kUW(%AD!&a%IP>h9>#iXU5ecYkuedbGi zi9QbkC+mH#t4=HU?E_-%lWg9XJmp+l9m>neRS%JpVb(_1)NDCygG0 z;EzVhTsI8I>lN^C!#BUu=V7iZZ`4%lJKlX@-ruY-$NfK&?gZ@0>1zYH$`m0|ic(P` zDHI~JX3`{SLLv>6QV8i^q#{y=N{B>;M5)N!K&U7(iy{pwDb0rK``zc`dVAk<&a?Mk z>t6R-d!Ogod#&UGI-iGjg>rFnp2{xS|2&JIF^XayCh<%n6#C%oerT;RILo z5(`enuv=l7dF3S@*j?*lqSvWb31wjYGwWsF?ODr!9|| z$IkPiI!OFajgtfT(u>-irQ zYUAzk-oLD|Z(+T58%yNLWX}J-;;LuNn1h<3frF<0};8e&XN7Jud4 zPmH(&2hYcbxg_}?oJ;Bk60K%Zo)>?|Jq?yr;dytk;8)oU?5HNp4ny6jG?>~UMnX4wm| z6({=YCwoSZ_t`;(d8wC~bPBDm_49(bl{}XB<7w(QzsVN!u%L*jx?Ke6ietIkI2c+l z!g(PZE^|drA6GW!!>;{|1rNoX?zf zX7f>G$epg&NLmFKa|ZOdg6H=Zt)7Bpa-}7!;hqAIPr$F8;=(R?#A7;;|7D{;MC!%3 z+l24W)k~_5Ph+p!$upeBhqq3 zeSWgWRhQGCAx5?$=R@Mz1wNVK=XUxI(f49(7^ZzO?|cNuU0Aj^tJUI}ABzc<=(C>J zZ-Pzkg7o8oM?&E}7>vZJ#q@iFM^(k?PobYVpf#zoTVXHU-bjWmbpFEkjcdh$nWe&6M=I^K1iNS-Ps`F8mseUjz8h2K4( zGoN(3Sak>fJfPKHu-xq0%Df@FzfQ%pgYf%f2##^(D-d2lm#w&535##z87nYtiL2_0 z$4f}Ci=;zIG#`>z&}0rT&Ys5)%^II$(xa}}rR7oVu|xzu3Pv|t1KvuCj>b%V;aX72 z8Qs0HaX#PJfXVG)GRpO-LOIL$C-Jf~;5h`}{-EV8P##x^%Cr4$g{fWeZx$Bi9`pC? zQH~^|;MNA_N0awr9{3OGn;7pj_D*j0C-Ee6e$FTy2*EDcI+i}wV3IuxGmYAS&!y69 z_Rr^ZZ*v?ug$@(=Z?X5eMl6A;ABbHg=~5PMeMyx%#Vc7Pm1G)-xtVuQhw|<0^PyODj@N_5 z(z4JfVf?gykws>U4y{QrTO`i@wclNn-8QX^do3)gvdxWH^OUQq@s8#EY%I)r^YeZ9 zPIi{(TUJlk-wny^-)b!8d?I2bfBjV?D2+)u({eY>YeM~S-}!T@Vy*sCyXjLloKEr| zaJV$RZ-)5)XgU_MH(}NPe4g4(#l`VnxHMQiC_$q|eCihQd!l}`Ivv2S=V4CO!bL_=I@-DZUJ4yUKJJ358VT z*+Y|5cb^3L^LW(~Ox$kXnqyUSBPn)^dY5BK;&L(ytiZJXT7LqioEhB!_ngg1{oC$d zKZUDrVZm4W`$DWZN4xK#G)Uxl19E$@_d=}>gUe2FA@$V$^6jvSYm%cgr)95UmqB9G z7BTE>cE}y&>MU|4Pdrt>?_yD7V|Cz58;rWZoI8aNWdCAyy7Z-KGcmb}c=0<{p2R*I zF#BU{IuJt+#gEVN;V{yCAcCbv#cX)ZrwF{~usK0xwR%;-nwd|&vRJ&GAI6`;$BN!fo;L5ultpR4bq zT^(K>gTd=Cq$eIcV&%GtAC!Rb6&P3)$}h9t_pU3?Uy|SMRdaH*ol2`bDW32BIJ8&6XER2W6=SPf8w~RAaafb803D!_yJ>mSRK&F_ zakv~w%VR`;8Lx}D@*ydP@gke5x$GMxHB4P|~&I#DMJf zJ`x-DCQX0QW3%x;#@NNA*+GM;WGTU7$t+f$eEYEQ9keTIfo`WV|yXV z9ulP7q^;`C<#ljs}DSLyLkuPT@ z7qaj}IM$x`tiqq$l`x3c22FxLn^$_-O^Y zUZ$7DVouJ>45I%Q8V%)xIpNnw%Va@(%-Aznx{Q(bGfv`2V-kKw_h&G+nsKhSqQAob z4ULhShX;woIhTd~ZTjKmJV>1ZyVrgGD_ie@ z>moL&Mz%ISyNF&pStXft^4xJ3+g=BgstAZVJx*K-W}vSOD*b_^|uNx$#3;9-i(EMFEc?ONKe)#7M@9)pIkXjB-loSx1oO` z@5ue`WIAesn=c#VD+t}rTQ+*#KrC%6&L%deT32!_ErI4v)}BG9sl4bDZ5D|eJut8X z&+Mf4b68>{o>XF~oMx{~^8L&z@56p0ta5tvV)39nOC;CFi`ZCP@5$nFDBG-u!4Y(5 zfj3+EQ+AW20&kx9{i*j!AUy4IFxUM#qx6IJHtF|(WuP|0m*X^P8xA>5~iFwwx(ENOoo=zZFGh?l0%>!L~HC&H` z)85$e0((?2^3kN-)*h?820od$DvTY zSDVxh{0P1k#neSO`H0bfWW{2}sL8Uk_4lhQXNfVXcl8N`lRvK`ET0w^nzQsd?DQGE zijb}Z?`mzda%5}9`WLZP_EKF6$uijYI}fR?uZs9}82`+D$)T{n-^!vtZ=CO)+x18Z|i=Id6Gm+_ER&2;BCm6M+ z5!aJE@}y?XX<}zi+h1lq@e)b@;1fNJw9@On3;vXymmiR_J*+Onl`8C&@7Fn}{GOP$ zL+t8UVE-JxHj<2!A&`ubhmkP%C2qsM>Dqtjy*=VccGl+E;m0Iz28~BZxfY@~iH?gP z{GH#aGuw>hb6IX55kEVQvfr~L&h=vZ+v&Fw5|9I92c_ZV=C#M!+`3d&0tnZ)q^}SJjA$*u=T1!WLj+W?^)+*c=d+e5A5@i z7BBIWdRndXe=;28KKur4GdnGFMNRsygHba6&E%ISW5Xxrxa}Cwk{`XV$4|wck+dBM z)2#OHf=5nN493`Uq|2R_X0FLI*qpQ20{V-)QjaLTO@=Y$) z8Zo2wdJQysKsNXI6K`LI-IXLu z+vELA#Eas5t*3WOdi8~$osrG{_rPA6OcNDRvT z(}T4-o{k%6J;U{%@rFF@b`k0rQdY%Q?yhI7@oZdL?>SMJU1iUZ>=JYHHm`ab zbG@iqRP0X$`*HAXq;2Y*)P-y{=r?EQ<9)V>#eXp)b=E5NC37BRnzpI;I|bHL@UDzl zb3aS{h_T1pMHM6JG}e`=BMhIkheZNb}|63QOe)XmsUmaS}*GqmTy<^>!|UDFd` z+g_gs!15oSGsQK7pqnS0$yn0C7&+;+$JJl*uFw6S+$7N}Hi=o&Prr%@mAU1ms(>jYpUt-B>nie%qWj>Ja6Fs3+ zm(`N#u!CNDkgNsnRkEhbzSENASxkZtV3M=YwOD?dzrSR=SUMG|?xk-NlD^014+nVQPrTGXuOe9Ygy?w5SEAaC# zSfs*3F^ucQKXTG;kauU%t(2bjkfkps4dXf2V(4$8YYFp4spyGr?`YqVMp+wuUhvDT!Kd@= zVy>SnV00=)*o1u z8q!5XlM1xRGrb@6*P70gja3ofx3SnNa%ax&?W%jQ<2u~Co#gEycmf8t=VzNq`KDN0 zi&n=&G^gpZKXfiHnU1}=ht>_-F4FJgu71TxEyaji#L%3Jt)`zJ#HG|M{oGn`EE!vo z?KM$jvA##JPgZ4_V{`SNeEL87p9Ih3n7qzx^FAFK8{=>YzRoxD{6BT0zQ?Rl_?*gz z*>(ArF`p%A=C1K1`ULNqiwnsLZ~^oNVZ|-t)H5W^&W!JIEcxm#;-L$Szg-0WM4xlK zKa#{lSYv;zyNcdf6>Q}Nx%YJd^s*QDdssY-J;^W}{^vBvJ+7|L#=k-`yB(i^^(Nj` z6xuU<*O`VJsa^ezzWcCLY6-OE$yH&Od=#m+{yesxOsb!ZmMn(*uulW4&7$NQ!z!gn zzZTQVlkN|`Q{3o#AaE(We1IJXV#x^ezo9zMOYPs-;kGsh4EU*bSB5nAz00 zMZNx44+r7ut0KTIEt7faeg4$dX!m0A7+2+ddiElm2+yb3YC43M8oQkMbiG)02fcH8 z^b{?h7pdBicRl+T#kz`oC_Bwk$73dqn)0uYwXCOA6P(yWm;20%hd^+O_?GOM3yi#u zMM^;EFVVjNey<~GDn@l;k(M-hKuq`)6LRvZ7%NP5O(UN*#iEY%p8=C6>E42+Dp3$3+AOAgJ{V936=HF`Ln-EYI@PUI*??p|;>RDVaX;~hqu$6{}@(Nexw z5?DasEM)YelT4g_wF7PIZItBJ!t_%}7#yDLUsl$fx-71ia>n zTk+5KMod-Yd;{wSh5cCTU+9;?#ML-8!pt;_{|(2Y=dfW8=?)b??&C4Z%kqmA(gj#_ z6!Y~$z9U0V9@>w#-TXfQCXK8YR^w}5o{=Z=&ApTFML9R0 zI|GM_arf&XxuU-(;Z*<5GOK@uhpEV&Q>NFk#$)`yx4)0jZUY94!R7`$Y&Tto(BO5^ zCo#SsoTjl&DiyaD2Y%BwcUQ+@&oQ)kjfLNbe^H-Cl}Uv7eQvYUQ)BMtJT0g`tK?()fd6uHgmn^v-?Q047SO3`ju;H>TNWf z-q6Eb-Zv3TQgxs`ympCFXF__FS-BH!Pql(7#Y_9LZFY%%iAQAryQB{i)t)u>c-S2Sq3_`Tl`D(0Qg%9gP0u^{Kyt?&fP3p$vIZ`e5;4la zZH|b&uU>2OiZfU|+4FMhDtADK!(|?Qvq!WEeUJBE1J)RYH>==(8Esp$>U}V(YMfQp zDWxH_jL*(u^=>$MGbCH$|>>t44tX8GYaN2`OaS2RibGsabyq6k>p#6Z7*t(tXbbdICbDB;@Fwu(nChQ zgk8@fRc&^8mnXbLpukvdOd&)+P264bUCGpDq3GUYu z&(3xA_LVpk|L6m+IyksU`&DeViv4o3^Ej)oHC81Xjh)j0!`Sgix-5eH7S_0oJ$ABr z@|P8Z%oSLWvlTCib#1K%@8_LonE}eP?KL#d^W-xjpW5dY*t(lm^|X7DS02M3^L#LS zeA@Z>2P%^=w2uDQLoXF-i@|<@>;9(YaU{9VO6fr@vbQERh9-;ojom}~1BR(Iob#P$ z`Ycb~54L`(VB9<}+Y0^CqRdO|{iMJ0gzp+!y-tpnbiT9@jW5^J9u`PW=t*$80N-C? zqqFpVqWPwn+LHWZ2tFuE+|K*6 zZ}4>7NS=Z`4W7eCc4I*hOBT-Tkr|(iR z?n`VsL4^8V^i7TA+~+-sB=69(ydDmKU+&}%V5P6&o4wk7v~Nw46ZM~}>#sxo5f=T< zXxT}8e!)6TFgd4cCSdn8qty}Js?q9w5$Z&oyQyI9(;!gUDBWT9wBMg=`>lwRUBNqy z`ZODM(Bsj3x($xyNl#^CWJhUf?v4En8L@-Lkq;{}t&v;}74 zvAkoUzP4*K79URMd+m*IHP+`&_4W9k{qbG!x)lF9l0A}3{26%M1nuPW%l_XITICu4 zD&Do(J53r~;Q0$lDN`^X=_kx^FK;s6Ry7RMq$id-5&)*uttT zb-)H<)nR&hhg_3s^a{^^Ny|KSuAt|!WbbM8**LKk|Aw+kPN{rq^lzb)b2clr7%w(t z{dtkKOC1s(%NB!u@|+0LkFE!@VHw&c8|ze-zmc~6ajzS>E9v_?yl;ndb^V`RFa6xd zImGMi$oWV#E@P}?SzuqboPkrpv4i)TV#Gk73}VT#;&D%sb|hmJmZ-uq6L{Vd{|Wd=M#;|T#jKaL>nGNRGgx>U7X1X_oQTMN@msOsT((FSmtuS&H5S6K zOA0HHo}@feq}{-S>%jS{f_0NYJXud);;FSs`lgXmNhdYX?$B}?p54Jal2h|0zIzJ0 zrMlc~y?@I_MXV1_)x$h7Vz$2P!FvmDxsU&pw6Uc7X9H}{;vs95 zKQrOJ0lEk3A^E94fY0^N$UV+f^*srn{-wn@J!GayHosb;LuupHEwE^rzkV;o?{UUh z$;Mxi|0!~R!530rvbWFQA^&K$`~btpm^HUS_bm}1H97N?u@UJ~v2uU>sV+iw&_h#5 zEih!cF2j1$MJ45jyy!4)VKZ^szY&OF=p<= zFP_sX`GIaH-6)oQgB7|!G+7$67yAjEY3tQ#__xL?Y&V;BCFcz|JI;G=Xn&)4dy*c{ zq3MNCH~~u*8~JSGjVFDc$23{zdY+m#=V?Tt7^nD_#MzG<(jpSei_EebNK?P zo;EYS&q~`_Y=jY#b$U9+)HilhQZ6_8yBOJ;pKZXvJU4rf>`%gAGe3V_Z^=#`UKGH%o7(tt1+MmglyM zP~52K$}ixs2x5QhJNJI3(svNvOvTenc;bl=?Tr^3p}7ZQGuZJXuWRbP7c@VIX6k-? zY@~8**c;ycNSHlK)%f%@2$y2F57{ug34SzcR$4#mdw^D{zLSh2XVIZ8Pnbu`MJzu_ z1f8X)h2p_;hka4g~rsbFU$=Aki z#dH3k&Cr6!4byij)zlP`o-uY+)>&`VBUrj69a0~84zHQx{W`q<6n$Po)2?L8j`2=~ zb;#p*`MlAOHvf!c*JQw6O@b#2b8OE0A0Sp81?v?w8)d8?@VG4GUiGRIEM`G7`%fOg zvi7+DDtk`%Nd-~kP8QDh$=%*5 z&tco#DOw<^CBMX6BOHfWUy0;RvEfoy$_|yqys;8={wYXwrunv)79&LG#%!B9wIgVd zyLsorX%haNhXv@ zlKL!aPS`5)H_%%hWA5#WWREWE-8s-JB@(>K5~pKC&K&=XNkvF8S6tcyiw4@(VWXVn z%r2`bg-Dv`$f>=$1IMJNtAdFTGd?FlBd=qNltey zA!R*Lum=BM!+u-MATPmVIn?U2`;j7OckC&m^$fbSgGCeXRKbj~ktFD2Rq&0-)}GCW@}zORBRODtxbi2u z2>k02RGeQ@f>*LcOu`ux=6{McyZ*53&AU~@nGQK8Ww8N53 z^qPQSsVDM1Pgn_`w@8z7z&rGL9=UQ#sG`{_&rsi{?~&e3{?#tvtuPuC;2l+8EbE`d5}nxTF*a{@OmEKoX(}a(?Oe@rRjss zjc|6k{wwO^KeI+P7&H~BPWSnju&vG_sXLnQ5~q;Lv-+@BW7(zV*?qxJnNE#JWQ8(n`C*}gXS<<9UqY+BU=%ae#6-phBc3&>oO z6_QW0BX}y>psU+6Tdu!S6T~~ZU>pf7q5QCmH zPEMPZ6?y-0&0p?W$0j&=3hzMCHj|5RugK(f;XeV55B@HJ#gL;PE6x>}$#(q#hMbOVUx?Bl;m#eR&>n4a9w*;4et=~5bjC{8^7dQB zgjEoKQH(egp4;(z0qsAg@xyevh{Q{A_E}6Hj%WAz^cc8g-^vUUC+pl#dQlaM~{79~z>&?DndB{2vZsfnk zdC}{vmpP*zWbf7gW}Z}sUH>fHb8D~X(#E~Y`;Bq!WwIqJdIQKO6Tn_%NYtN8^15Vx zuCT5yCjO-M+{rNhkt{1|aUyPHf7_>cIlZv%ev5V&v(YfRJ;)LhpmD18+I4KzfL|t$ z{Y+A(s%%Z;EybcG;>6b&IEM_$|NaI0X2`_HSJEgma)>O1649+6b? zZpZ$~)0<~gxi9{eF~+cKe>OT#>n`k@+)&%FEIW8B(Q=u7meBHFecr0qTS@yDZ#ar( z+qG)J%RBOx>}sB_w^yu|{-^zod@Qvo_Vtr&soV5+2&r?vx~XXKjyT^&yPUZFg&jIT zIJKBt8zWCI_9oL3jJa0q%^u;@0S$+D;om4+`A-}e0^bL`^N8MS@{8g)bv`RR?dl^$ z+QZFx6X~#nJw}r9BI8|#fyvAqer0#wIfd^anTb=KtUNsj8t+SgPZ244ioA{a@>jHM zgIUR5@gE;L!h5su_-bBoi2jph^dxLJ&Zli?HVtdbkS07WQShrW7;rT--^a{@dDNZy z$}@sK;=o^+G@k9M@VWJT=Nz8(0p$9SxU6@p^4Ev>PA%6TZ1kL^?aY$-9)2g*clK_c zczxl@6X^6bOfNF8rXou6MGuB!>Md-7?e}EMbBaf;q5gJdDSfqv;xIFMOH$m=20h5s z3j>R=+^epyrS}7kG{Eb($em~9zp{3Fs0|`b8>2qU#;F8eoK5o0WE-zY=GCyZGg{a|*RgaJ7L&|Ul~ zM~Y;S%l(R5p_@96`NsH}k!}$EU(@F_aXHx`bJu7OZ2zI{1AKIVHO2d)-3G6oqu<-w zKFBJ^npxgtud(=^+zuC#J>TbQk@Gp&v=pJ1VN3Qte}Px=oF??2fqThXP{X@#k-i(B zFG-ei`pEb8U&(lFpYpWB8x$&xyk=QL*doK}BByt^68lE>vg zK6tg3FN?q2Z*4}wyj{pG~W$J%Btp2!C(iLC2joUC4bMYnzV(H1kqg)EW$ahI@Wo{{H{ zZ89kI#ffCKPhQhwjq#&+@s!W2((VNEuZ6%sGtLaiT|wp#jrNR@zGcgAXwaQiuVlyW zB%5ws@dMjUfKc{sCjNBP>Lu;gLgaL4B$MUM@EM1Z^Y~LUn5E5SEVK%$myqaGS1g9W zUseb?^FN2pKBZB0yqWCUGWtD?e3!D|QJA`1U;TalEDgfzX!ImWD_4C@&71d)^IyVyA8scA0 zI2?ji9bnf9bAP4fP<-ASS8LE?jkz%O0(a|c1(^?~{|lsPPmAku^cV~(%M$lv*YhyQ zGtqLaJX6m#%>r-o*!8Z=s_i}OOLpJ)^m94Rzd-9R^}1X8JF&019+JEFf5yMv+_hHh z>rCbn1&N+!?NxMW3az(s=Qi)x$IjP{@PcS?A)L$eql#oc0fToz_dC8{hJDr=wWs)+ zleeE5Ih8bqh*FVvG~VsQO9qLZ2f{MBy^qrF38=0$(poFn{e9NST<{6G%R@8!A1`Iy zoQ$1G--$j=wT9%jJc_LsYw@MH zP4!%poS@k?kh8?82lxxUo`GX>>!k|P(NO85=bYxc4^sQm_kYm69}mtaTh2`sC+A^o zR~u@VkTxE5Dt09A{d#kL3G%PPj7r8YNADHh9ZTj^j+|-^8bpKk(Ct~^_C`I9XS?&s zbw1X;j3JYF#moNhVuaL#%*u5l@9RN>cC3-QzB$#HZt_>u-lNG>SZrj0oA^tfTV6xcleNB^d<*fnsM&8J3_H=HF>9r^%M2qY4_2NN zHr48IvTlNEYyQ=ke>KOD7mb?PayFb^FejuI({Ffuz6kauPJIKbhWfn>ukt+UUOslM z$h29zdHgvU&69hrBHb6$tv1^w-(oqakH?=qteV==sWx54HM42h$5^RH_8q%VA@b>u zrDbvBO}c+Arlj&=?mmvxUwvE}Au=|m%^doy!J__!7;qSm+e+^P`NiH^?19Q&uzJx9 z`?wgfP^+zYJw+6Hg=K#tZ(IF*&T{AC-T|~KB_1bZ&7%-nPvX)dY-h6Ogxnga%)`&MxnIkV(e8EAXhJ z-dmDxxS8cx?-Zl$C@7^?UG7J;A?rtMl%3yK=ye;}mSA9U-0R3QmWc=7`21N2UMJH2 z>8ftVPPN>7*yS~I;M-=(#yH)V_ueT^Jb*9BnR21I>^I(*^LD$;|JxXz zDxK@_?@YE?C(1N|(CgYS$E-^JP8F0@JYoskRD{%K%-G8aiHr^Ozs!55!?-CcpUNZd zfNl1!@1?~InkC=nUo@%Vx>SVjP2b7z`&l%b=I@K3a4F#YZ@zY(jFXQsF~a2RGjO0HCFIus)}vDb2l z_Qm*S?3nyge~BJ%u+R1S+fj(8SJ5f8BK{F)?tt5wynZr9q(a^G{Qo~Zy3Yuo<7ZjO zye=MeVeR&i|DF~@$-LTCeO-GB1`OjZ#aTI7iB`CJjnR{fIu$vp^M%vMG=m&#$Wa~( zZWm!Hz~u#FC&H%!*yn7qPMfZn_KL{zjQ$7XdS@Pd9=-q6*MlNJ6YML+Cu@+Uo0;kX z5#b`Z<)nGOT}?6S-cai%dacCWhiEiKZHHnjTqbJnr;!j)BttWNvPfyp&+vcTXc=cqTbfRrBz0||;3ApklHsmSI z-u~*y-nCirexLX9syJ3HcFm($Sb=oYdH)tN&1b2P^wJs{W!d*h*QT<}rK~@P99^{d zjWwo2@J8=lOpcrq8%(NW;LuBK*dVgEV#6II$+`6t;J7bVWKVfpJ*QIBxA}v=fMwXl@oI>mNMt_}#xjWbddf88O0WFRc)mD&pVqx7mo&0++Vsr~0l`6xzGd4}kdaA(ikyZt5aHX%P zFqM>L>2{XUr)w27%RxJL3(tVTVr+j-e=q2x8y?<4+TNmlEo`gIibt@){v^o>s%Eag zg>7DBo7{aVE=rXrb1Dj@mQ;3R&DXvadCxa~cD3&9uj%}78Gl`6DE5%DyGZmM z?_K1Rd?V|E%X8=zOa6;xS&cUHS26!Cf>!R-!&l z6{1ctGdxJkw+r5#>MIMy$>cSk#NMB&hy@|5>-QryQoH^H(2OB93LcJEbkeH~u)s5Ma=TEE4oE)*lq!jn%hw+(%Y z!m2*op61_L^j#xD?~7fle3}d(du#U!)|4`D)Dshr^HUuH`|`y3ym+-);B23-=S4q2 zDw$VL<2Rjrx*kJ|Lhd})UW5x-eGYd0^R)aQzCDP0Io~r^-{Udhdh#61`%Z)FWv<_c zMdy+0OzbHEi##7H4ae+3PL7rBI5C06o?@Bnc+j5^$}^PzLA09dKh}4uRrSH&sSr%o z_!2Z(ASNbz&AU*{orEgJxCn#Zfc)OZ&Tfxiu{tLZikfpS(?_zwE!XPP-Ugbn?AKcD4^n7-e)SFq8Cq)Ilj)I^_)Ra^A(EqU)`xA)jGdF*>Z;3tu;G<}k} z;9~uzD%xN^zCz^umVFLl-P(Ri>Gve@XC{wb3!QxDu4~P+6W{AY>2LU4?EBRZMoS&~ zOZ`sm&dWSqg58q@q|UiX}_W?7|ICfgUd_zVAQXs*l7oi}Ln zq)(oqT`Ed6p+l-BE_YR*!aP|-?0b-g6G(WTu|L*(3lheQlLL1Q4%RBHJ9CmHmC$R_ zEV)|V#D!1bzgf#tq}b1RQ?^^v^KQ^kiN=F((D|DI?3W8@J&c~1=OPqX{TyToUsw5}%B z!$q{%O94DKThhaxIvFk-W{^qkp*oPsp zi6wi9K^53y6FG8z=S@;|Ai)dX$5&|C!>d8>MHHBt0X@41h)4S!&>sP_F8Nv>F0P; zn?%piFgfsV!L-^K_9Xdl#n2!0yBDc@k?hHcHxIlcM4KDv;;sr5iAdL|ok@{r7Bn^ePjk2Ed#>I0BWeu+tZvpmM;Wb0B$ zB!~Z%W~$5dUmJ?K1JsPx{asO?4Hg*xP(AKpg=$8eghdS?wG-yc_)JeI{!)-K**C|C zH(mHlb{MuKbx#)h2-9*l`!o6u)+Sko8;Lf%^!uH4^t zP`**eDj`(>PxI58=O;_#x3KRDuikvAjq$D}=XzEMD#=~=pXl0xhn|m@!(EwkcB^Th zD$J8H?0M*Z#j~H#clPEyq2FOxJIM9f0g+m9?J#B^T$|=~_O?6-k?%1n+17{oS*@3gM(!@$@41%^D?)e|TOGq2o@Jwftg#n+48fnSINO5^pJTz}EHc6@ zl=`K49zB%By1=Enn7M;isW*QFNnbZxjH7cZha5-KCG^{1j(nQbWA!mvoVdXZ+=AzI z5iPd!rS;n6r0Wi>y&VsyVD~PZJ%?Sp>+3z^Kgq&p^0cuy_oyo~o8G0@$Hm+m$WjRw zIq$g@`zng4Yglvw1dEXHXSk;d^!uzjgCE=~%0EZnH&|qfE3*6HN9(NpFz`3=wk>X@ z%Hj)bdJmhtVDy~ZIF=8b!%C@{bT;1A(ql8+e;YUU(Z{J`#mCst-;8ksOFaemsd}q{ zMVok8a#v^7*iSD@F)g)7KJ)oLUL7D}bb;+$+LI~ZLWg-bZzJH{qhA_I^*|fGs<~z$^NS6dGcKP))k+xV$X*B z`aRkn!}c4YJB#c&J3c^9-&!d{(xWo0&(zN)(A}hR)Nn4*pfBF zZk)+Ihs!u3f&$0Ot!&uVA4Yjt`7e}bXr5gBl&3&mPy@> zK7JNMt-b62!-t>wP-@&KtL~MqIa*}dVV#gOV@vcnjt)O!=SQq}o*1ya;K6S}eF0oj zxBUpw>OikH;LC|5d7FJdg8#8T8({nekgvve{aAkid*9{%*I6@_0+JJEDKxi}U>%9G zgDpG6T9EuP9Q)B6pE}^z@P&ifHr0$COY$R(nd=YX-_zME*<9at?LuR{B)WaWllFq@ zJ2?Fx+wIb#v}j#Qbo-FUR`Bn!IF@^cFVXKGj5>w)ETs7Wv&=-EGmY1Og%$n9pWLCX z4~=9>{>2Quu&@$323PinX{zPsuEHu&qBjpno$1E-xP@=eVy)J!G=RQOVpVZ1YSR22 zC`{9T3;0}*C3)6%kDhXtC3TWlV!>#3UqssrXfP0`vdf{eIp}6FX{-owCCl&hI{U`w zuvV(6q#jsKm0m)ERPr2Wv}EvrXK?=xkzh33@77b!rq#ubi(UI8i|i1|){!gq z0n3?@+PiiI?d#}sUr78+qvo(lCd+obJx}U#?kTleHt^9MP{t1wbUW2S0T?)p883mwUlr?ENVoSLH5NR%gx zJG2`JxA*u=Ba$A=9~Sc4i?mBFvOoAtZGQ3pIeSu#Ezb*+Q~y=t&lK%z&|*3+l+okO z5IEmz`~Wk;cpi2?vlfy%E@bTCy2r({L!g)Y zJ{!qa1phwZOYO{7@8jVVa$lrP15n0mDSxeBi#Y@+Q!YI)40so(>U#cN^~yuT!h_EpuH5J@3Go zF;Mv)LVt^~C5$jvkDq&I2reZf_I^C^Ex#*3{&YOfU5M!pfy8xl(K7RvcJ@vA3|{ljf0!3tH?0<(1I= zmW&^0ofDvMiVUl@z75yTCvz%qU84U-$-SC=`-$53)4vULbF%4X-*>Cw+lAu8POa|u z`6PJGveKVejqB{OY&4KTw~nz;^kDf`jJ1MAZq2={2cSf zHO8m|jnA#jvy(sHfXd=c8F6=rUWbbeFN-9T>AVrQGVU;QTGm6gATVD~$6!yQYG&PS z1SAHk=IT()9hh^WSBkJ=er^D3L7QgN)0w1!e)oUKD&X> zr_YVpkrRC-ai@{KzhT)I^l=(L&Y9(R@gOUaoGv@dl@kiH?cE|qo}dh4$=+~zjjtBf ze!X#Xnq?bi{baP#kn6_|sUUhSk7-VpWb2(k&Od1OCf@IdJ=b~n4X7`M+Hr;NOQ}S% zg_q=vVrkdp&SWFjC@p3^LFbe4Ke;PEphfo3t;UFCH^{fkx%%qNCV#Mg8LS)6_pftB zTlgQs{;eR8C)E%0%vx;zIDT)`SIa`&tw)x%;^Isa&xh=vS{wnNRIhG=b=UHaKeX5+ zu3ty8pK#|<@%&ly!rtOvYd;P3a5_J^orYya{MCgS=w)8fztHA9ee5qXt<=xWyzvY6 z{e~3|hTsS?zt0jcU`%$vWexZX6pG zU2?Z*7wJZeKY8MrN};Jnl$uF7r<)TiIbFFJzuJ*7`N>PTwv^A4L+Lblrk+^;f=ArJ zqZYE;Rc3}Stuqo!zoOM2*qF@4J4v~KUN4h5)#^&=Is2UlnAeNrea=JeFoWmR$3sxs zB_>SO&o)RN#$vrm@C~+I&d+vYaXk1D9IXtSpgs}LUi5!g2sAd{Rk*O3*Pg{13&hgw zB-(zvIKgS*Jxm`<}rm2F=ALzYVBnLoTr4)wqFSO#B* z`FuAl-_d$777T{)CLUK2f|u~Ly1uvVVv&dO=MYSP9m2z05lr7~#Cll*g^U&SMm$tc+=%F*RJE9GQ6tFBdck^JNPOK~2vugFnN56O)=n8fQa z{aZ6KmA$bJkjbGYV6X!Pbk|q6T&? zvsRmBHhv5XCb9Ae`V|q$Pozah>>mpI{c$C=Klb&lY9>^h7&CjoSMZ4BD@^U^|BO(9 z1@pvuF8l5D?{!*_VU5SlCBI@ub^)bIObuvEFwS{+@v@k+0Pj*ir6OL>p-1j~6=&s_ zVEKqK&Jg3WPp>hZ?&R6eLn@UhH$vb$V?UxzcAqWh0n=cd710C{C%I`(!LXKO94}6v z0;PNLvz^FR)#xwMv>}}~n8(WDcvjl+=-4al=}qq*Jn=kzU&>0UT~-PkGJAZ;7fNC7 zOR!x|!e%U2k-i7f{NO?y&aT2&`2Gemb>&B8_3|R?&D3uRvTgJ37+5CL?{a@qN--S-%jdnUWEtRJ@IJHw0GUvB*D^D7GTr}c2L>r;2-JQDV2i34E23F@yy zv=Liw#JOgydm5{CVZ9aX^(6~*gJ=dfD{{V?$59*5Zfd`0;oil)M9N zwV6ZG(_D9kkzQuo@$9@mPyCs$mc@%>=~Dy>O>nlp>vLYAv`6tTUA7b!ab7rcuK4^{{ z%`>vwY&-m4;Ys~zyAN!y;Qw8C<5`ejB7(GmaGq`D&PFn4@78zn+J6Xv$Hc+>_qo_` zx*nV2|83Z{6XwYulFaItlI<^2Tw@*du$iT^xST3WSF-9xnjPk<{^Yn$ZxeX&{_sjx z$D`wkLy%F%3Zku{!@)!Fg1IJm%>qA;jz{KFx7GX^$g#VNQj7c0MnMec>q#Lb*j zu1W5!ETi|O%v|~>F-(SJgCQOtRIs}u&B?=h;94m zKj+q`;%9R`rrtms5xXQ*n~P%|XtYF(YDoW!te}#!I(fC~;ZsMNr4DW?`5Zv6tE`9K zC1*eSj^qtf*smWRyhr;XK1nvO?{Fs7iC?qkIa%bW1>@AnEMetwl~EgEXU=Y4fJ1F~ z!;e_^9}AxE`s_}~le*KPF;tXW!zx8-{yQ$6k1uD5eFu^L+x>_dk3G+ z(A#e~f2WALN583sxlWYW%auRqVTiUfU4I+Ik}bHFzw!-u8g1YA>SPvL%^Gdv^DxFXf=fPt1y|$ z2exBY>hzqgkIrJ?y~bZ7`rTyw0U}aP&F1;-d8i8XI=czy>A5Zh%aLoW z5pou`k9htRJ7pjKEL!|n_y+V0mb77$2aWxPsCm5cPJ>QMh-~!kY%Jeu%oE9#z4DKE z=MfmU;~!&b@GvHB5ziV!Jvi799E z;XGZt8~(3BWurcl=V^{UM$oII7`2rDDRsQ2uUx{!1~ zu-;qrt^)7>V3&&asT0zWrJCzuzHc(y3cY+nrz6SIl!tz*-K}1aV4;J_6;Iz^>}bbI zb&Pln{5P^&>PDstdmrpdeY|yMu+lVW>Qzo*{J%$Dj2o$=muG*;HUB8>+G6_Qn7Pzv zJ+-Wj!3)@;0hx-q_Dnt8i8CK#dei9hW~oo{(v_*f+#znS->TIyVwZ5OXM6lR5XM&1C)|F7ln1}uM| z-EEjvl5}-hcOXg2u>FxVp6Ye-Ib?l&Df@kaOR2i{u~~gIsh=SIv2=f&)-~YYm~5#r zJy5Hf{PGvvxyDsb8?UwBIggVnpf~7kx;0Ua!Z(a%?EfO&Q@vp!3tfjJ`3^CT_a4q? zb{Vy!Xt17VCEL|6dVf`KsqIzCU$^KbHAQx^$pH9OfLC@0mKXJsZ}=Mw&-uAQqG(pL zseV@rAKIFAo~B({=p;MvWEh{I?IyN3124~j--r5KfenAbvxnL7ANnUdTN&?_C<5 z45^QU&o=&1#`Ryj{x%Xu5+Ok%%uRSVC-{)0dk^C_}*GS9p{Cf|{ugCjy z>69wuBiJOT`KN2KPINfl40!^cJxb#@jXsApPlNWMShd@y_mg|4zE-fs9?V)#_B?~l zouNnZV4~Ua0b|}w_IGh$zQ1SsEN{lyNY-hIF_4 zd@325;=|YEOGbgS@Oh3Fsoz@LjJE@`Ueec%>{E`FOL#XCH|G}LCDTeWZ{t_D;QKKD zW;apl2cFLhPShf22LHm>hkRC%4@>onA1`x@d3hhPeJ`Y`DW3YCBt8&6i)nr(T%1uT|8&EIi6+`@pvm>E9#m zHoCR;d29Wapvx(K{~;p(MB5?aO4hRVp|n31e(85f>(F1kH^&wECY5s@kFjEN-jsNh zN*t$%pFfD~`$H`|`UbPaxn`l9;VTc_$Mo8PcJI@@J$q+Wn3L{b`FuAG>X|dfz^Ohq zHKgrBbUg)<^Ywop#y5xMZrE3Y)ahdR(X`mb7Z!`jFIs)Q3*|gBpG@ORaqTz#r`GC3 zeS9o_-ozdk>;GBIOI4hbWFPLzQIKlOGji9wjI@+KZRUd)+l71Np@CClSj8dVT+ z-e#L!Y|_a8`8M9bRXM3zUF#b3E^5S=;oBQ~M`;-roW_#}(s(!H#zYq1ifzej+7=!M>FZk~euAm9c*Co%yq`RE>Ajl;FDJuO zbjphASW)qE2yWD8cIX{mhyrU!QJ+nk(eydIex4=sZR=K}hiO%@GF2z@-L|J#_qX?x zdpqBnuVdd6@nI`84;C-$S><)`Sx(`;gZ;@|c^VepW9~|=p(Yr02XwZ><~WGvZu^1W zX-9@{A$ApwHegdxGK|5jE3j`Zy$15s)QNqRZzXd7Y1GG!^d=UiZq=a}UqLK7v#)8aC@>!1E+YRfpWjLAb?o!BzmvZ` zwN*B_B6~*8WxM1!yPWiE*scewU+vW{QvS_qukqH2SoN$Z(p>*zVEz-0uQJn|P?*{C zB;{#%oNa`!X;@nSFVk}+Y+o|Y&viDMON!HBC5c4CJr^0*c zl3c50?v`|=WwNrS9>X$t9)p#sS>46|GcaU_p2y+xpKM%S>vgaxi(A)V?DedXZ0J9k zN5+!yCR%)GrpcMZ;5-za-~2dSynuQ=f-x@ht{r-FYJ9 zUiW_o?_E!~W}?9(Y?gE0GkN77qW1HJ@8IpBc@*~4!_FF5P!4{Nh)L0{4yoGU#~|!) zCN6gLUIiA(-L@j^HVdP&kLNggCR^(UJ)|1;udd8WDSOYWu=A7tK857{@cwLE>B*u$ z=(84fbRhRS82#zfM9B*abIMwFYefD>X;{JE*`f83h;y^gbE^J02>b${%SGQ-#++SX z?GuGn*%F-XM7!L5`kzSAn|3*!R~-g_7&kRQ#(6h;M-LZ0bM9dhye^0OHeQ*^;0p^l zPw?q+{3jVeO0dhL{Je7^#-&R3b+oIDFXxl94n7nyN)IvoYrlWPh^ZpXhps-i5c`gS z)w|+D2mg+wXKFosE!yQ-`{krbOgO-mHK279`E!EnUf$b7Z)<)25{cT;zKT^$XWToP zOplulAJOVznC83lwS24-j24UebKtv{2PbdYWf04^jy%D+&e&T-nL#*L1rK*(LQX?8 zVdvN2a~Q-H(kWFRo-@K|<2R$}eei3~6LOM2Cq(Yx>(%^wBkPp)Y3}{!9{UYqe@;cs z@?GU+o}AiG{mK6ioacL|5&4gX^dzlPFC}M2E+v0*f4#+ni;EWZ;WhxK=ZQSKweP0C zoMHZs{$;TKC=yoYAxH3mJYBzq#V51PTA$oRiwpI2B9Ht7M~3RL6_ngHCt&Jc9lGFyJtFZxq))#^f`3d2+btL`F654}t!C9{McnrOw=M;&oYwe_fFC zeg1wFYosb^?lEQ!J&NC6443Sf?MnW&`kqX$vkI}gjUF#!h3oL6DUKyu_7*J7{`%Bw z*bgImn(H3Y%Q`asPqaIP_C45XKX&Z{l~?)AJRZATtox00t;MH*t&Mt-y*taL`ske` zyhnU1#!lIyjrMU7@!Xs{8T#Bk=BB9+i{d$!*gW<`3&VRk)LPd>mY7v)^Sn zbSwSp!R;hcb%k}l6+Q`zoQ2wt<*zUJ^_zl>T z_&$joBS_zoN3SY;PZ|oD{q)@s`$k!nJdcqzU71`}sTrPk zm62Rn8}zh^rrB||k(Yd?|vUlw}@Zm{Dojr4Co z>~Nzkhx~BApEuefGNg)TzQtC;h7tIgJL4~~P_nw_3I8u}NS@Bacy%z(>A1>TZ-LZN zbbgIIMa7{rTv6MI*I`C`h)p!^=YB5dpC7ZsgW}R!5$;fEpQ_Izy*i40=aQltpQtL9 zeCc;0<|lgGj)MpBgg5B4n(gXBdnhl;9e_q+)=9K@w}3-w2rd;9_7#st8YibWQ z3+uD)aV&8@?&j2IYW}41*MF?M3Iopfld98S@|F_XZQ+esvt3K_B5XU!`xT%tl3vOA zu>@LW*yTpH9>u%=()XEqPNu_TElp13A?!1id}l%AClNcd(h?HqG(~pR+yI}P35zT_ zk(|0*m*eQaBuMV|)N}m^=WnKacm9`?q8s_c&!XvdtecpW{y${P3$W{3oVpH6Zl!Tf zvh*+~@5HBSth5-;qseqOJ!Y`-E8^I8qrPo~zxDJ84}5~&<^GSPI{~|?{MrB>l9>iW zMWkrbU}&H@qEJc$nTm*1DpU1Op`t-4g_00WG)bZo5v3wZr3@+2D3l~cxW3sjkw_gc?Bdq2-wtZNOsmH2WkZ@pNsJNKoYg=e0U56ArtqHLWb@@&4Oe9+M- z>7H91uNPp?53tKlr_?Ju3GRJlj-|4}K~T;bf}f$9ok!bP(n;3XSJWp9yhV%8U9;Wg z*md-+&h}K9K8fc0;>taI^d+9%}n^aIaaIta#pJ3f7Jva0C|I%GF>84P&X*_ZRqFPKpb zww+|kp~e|))Xshmgx7rN3f zhTq1s^%OXaq{k#P<%hi3+z6e>zYe>e=cCy;Q3)6Fd^jtLQm6iJStEUFvYxgD7Hku3 zsr@zxcR%3URC>zu$lvj`K3gi_&m4NC>d*{Qb8mI1tDB*;`AoKJ2mR@^IfDjQ7<0ZD ze4m8R9nqOhCyVs)&MoJN$s|6(>TYbz9g3HD@kCnQ2Z8K;+JzVCMwQ;HU%a{g~9+uv;-`Cjbhiu-Yq_#IhexiyC8(xUh^y<78SDG5H4!)cTk>Qw< z&MWC2(}EA~<*9UExXrj1`!u~VT42CfxXi@tyU1S;w_F9yGtT0IrrlY3vmBf!^~>m* z`+}z$f3VD0+F$*lm=&E9XnqMl7dQ3{j4Vly^7vLw{69?6EX*0j*Xf{_XHyFu*G1l$ z%$L1sTM5r{U%oOd)DtAI-j(;EE>&2+4+%5(T_suYBBi(&Cd}{so^yc+K167 zEB2lhf88B1uP|qpXL;)Q93n};OF`{^_=)^1Fim!ecbr_ z8NIidY)#r}Se+Fo2h(F5F6J)wbRNyMb85qFGXuVd;a`iH?4bp#Qgc_F{MLy1wI+7YbSbW&S*mUg>l>j-3b7?G<+3O!wWiztNEcaI2ir zw;1IiK5S}^N}sfJMH^1rt+Tci`SE=Up$Zr?Ki7a%=M9+jJU)C8>LLA^*35;UX^tIGBNyxPmbiRCKy%Hs1Nh(E>`8r z^$JpsqvKqNq;lIJx|NX&ex(29qAtCoel_miut;UjrmkLIG*4YXVpUPFTomrah1}i# z2v;vNlhk$Y=`!6(c=!j*a%a2*dq3g1yGcsl)%WRhlAJIHPww~EMq?gG!_!%JCoBKJ z_?>WjNJh&&uSaCxp7ieny;;s^SGa=9-tiR>%D$Pa;B^V_orj}GId2FV+2wn#(FU>d z9`+3N$;+g#gm|83ujZkO&TlQU7UJPY>>45y{D{%dh_UVb_!CRJ;Zu4j6~U$cz6lkq_e|q@VU&`ZH#eP$=tS`uJ|2(hm1(A0}-wbCrCM~OH?sRRK`C|nA zU*wHbM8S{dg#&o|IOA6}-V-EugkcBz&m_OB->1k9mzrmb8@C4eWeYjF308H$fvg@K zjGqJP)>Z`66Jt*qE4{c=19LxiKLCfvcx5N9Jyp2Ut<4vw^XwMmR}lAEc~ccqKd~mO zntsFF{dj!?i?S9eUVg=O$9FK^<(>NEe@DY(Sy|RxeGyF_7fXM`>1>f+$C+7CT21ae z&EM1cEl;3-g-Ka_$&QO%;-g)`17{Sj*-|5Xsys3ZWB-D99eFUT7jrF=9&)JykbA^m ziK$yyvYRi@C+Tl&NPU}OM!W_uZs*67jMRixZH#jOFIM1%T*y zYsgpmy|?%|$<;^ph@47?MPBu!#aGVk2BR?cetgQkoFkokgqXW`jx9d_h8~w<{X;Bj0=Y(P zt4C5Q4=p8YJjVUScmI->dtI-4wFY0(jbL-(s%$fk{f#H%=`}!Re@g5O7Z+9eXfejD z6uXstb{>xIja@(S?l{*9f3W5%e_zK_N6Jd6-*p`;(sko4_N<4(Y%G4+sI|oPESQ!S zJ(tTtA35^|*=7LgsTemB$BHB#A3j!(t> zKhRCJ@Bgp7lB?oW#CZ$P(xJQ`4yVpxo;-f)jLvj_-qB4--^S9OaGFk|KBDOjuPVZ8 zqT_cNw}p8j9S2@x^|_93O3z#qTt~_wG#<*{)%@Fvm*2#itiXTHD5bGv0XDpb#{(fz z+qij-IowF8SFwTqhw#EsGM2jX?!fymm|^$j;p(Dk3>gjaE!|-oup-@2FQ!!~Ogj~7 zCyVF#q#Z8~ujkPT(D;_6c{X*aC_Ayhr(fCdHc4O02wA(7Zvj6VuRPAB3SYWw<(bF@ zy!Etf(+I+!^KM_h|Im94Ww^)L^|>+9RVDkv?-vVO_1Kiqm6E}gNpyO_xO{Onmtf3VBt{8KS9SEWD5=!3E0J_sH{a(euvPHA(j zNI#Q{@j5HM_dxt+$2Fp1YBOFf);h7E3~oH(^Gjv!W7(JLd6(d4Ew+q?&!PPB98G_u z+iF@}Kw9drrmn~L-fzUiJw@Qz^j;_LjfU;Du)35F-w_w3Ep1($6c6YN& zu2d(Jc#?U#5w^_Yr`PC{JHxpz(@~bmdcsNMtae6A7)%iXC!1T|fbtkPr9whiNdALs zN3ngpj93a|e#Y&|B&9;`Cf@BYhFkK;lSUcjy_aN*L3C_jychWOUfMk_BX^U@vc_zq z5r@&d9@Mk*<{dhpX5L9(u={;BMAVjof2#Gip=+wApUk#)a@8?r`y+607z}&xPF8w! zg28e8v_Gtpt7h`xFr%l6TPm3}Fh33Dm+jbG3@g*y;w16j9$M+i+X~jVB?GX=+ zvFa=sZl!ZCx~+n38=uTJJOAalp^$nJpFW35c^b8+@d;!c;{5DY%Ken|nW*HGjmAyZ zI-BJUjClocjbX!C*IBQoH&^ zEGkR)>ds5|lk#-QipZWcD+2YN(D;A{tMPfByI1h}4p=OP)@aduFso8g_i7&bga$w0 z?hY8bA2#^#c#kNJ>5%^lI~#lW7QIIlB@h@e6|7e(={dQ&9X+iAFL|V z>3MpT_qs1Djv(hy-pSp$ui3p6#_7xP5D)%=A9u6+1SlWqn0I7~gN^h!?i4l343=i) z!;8*)j{ZmC_7YYvGU7(^Qc?YO$oF$Z73}HHbCWP-94zwW_c#AWxsGk-I$|r^e>UPa znoNW5Y?=(ki*E3I%-r@o=6xq3lAE)Vegw|_?Vaoix{Uv_HhGMAZzTR_llCRc%ZZC> zGWorRIvP^Qu9IV>L&g|>o?q|B3 z^B&ahH}YH=b-9SjHPhKL(hwLtNVnN?f1V~RbQSlWc+Q%@_stP!nJLbv`H}3&HD8`E zc82ubj+iNDUPt4LX}g@X16>)U>s>2+-C3A77C|tpf7;;1n{;Xk)l#(1oyDxw{f0ib z<6xfe48pQ*a_Di!pD&Vc;gdYW>dWt^ipd*EFV6Pdvwsi%ZJhN#6N<5CcRJA*`)Tz{xN%A%%V@r^@Dx(6ijAgNhzMm8u%;WdZ?KG0ACtm-4dFolgoQDaxa#bgTQb+ zN(aY$!(SuUmLut5`d=?f7U001LUy|Y|2E)oC3-zij~0$@vqcJN=&^Ws`rjmOg z2Bp69E_e=bd~4qS4~~^_zOp>{9G?vqi666jHU0XC*5=Or3SPBvqNMQ~({eJ2*}Kw# zjC0wV9_f3G(+E47ih&z&<|^}bD;lK^bauI3M7LZ0bt0Lm4zkglx5evGbV*mYaejBe zmR2;si=6Za7z+C;P#X`~A+$KsIO!Cb?u#=?8P5Af=}}+Aj>EMxczTO-`uacjGx9t9 zx&kZu(B)pozK$=Cnu*?VZg%Q5V@WaNT?VUX%wXxI+=Ndr^8S(V$*S`U`8VrovqPf{ zRt;v~GuZvLBX1Ysx5|LO!)pT@G8d%kT~|EbEknGE-JkpWAUb9Z=pd2a!}~9Ygw&du zZ^VT@=`5$_PVbBI(JTCvo+GE?Wn*V&y+CSQccS+r{JK<3Px47s$DJZ?y~TUSc&``E zlrY9btf*D^E`6owPUrI@eBK?`Q|G#W!KX`%pDGrUWw>K`AZspjPw-yH&d2rh;g)QF zCrh^S=EWjBU6SASx)Ge0;$Ze$eN5w7H2KPVgLrHvZAQyPslGH27U_bV{!~q&SX(~J z%CGGZdWybHMeq<=X(di}^Uk|$UMuPkqSfAFt+)3E!MnS$o6B0`eQ*4P4S%uZdH81) z(i`yd&j2n&i;Uvm`aUUlx$j<-X@M+Ft53*^pJe_)X>&U81#;+JQgLdg~*waz-#e5CS z-A%JpBy31-?qcua_qpDy=(BJyed5l6a4#BWZav-p6PA(9oEkD|29m|`uo&oNOhf! zv^+10q;DGHzQefv{?R=gf?_|n)LRt|B3Xc<(z!yI+_hNuy!DSeTgLpKzNgk^{a@w zf*q--@rulRENJjt`^Bsrf4 zJ`tIn#n2K=&E1lY;_@7R_>dkg#n*WdTZkK(dk>{~a@`-!evhv&hsR1sr*q&D_;#S9 z`-t+XGV?VwY!3Yzu4i87>&(097V)kTvgi2X0_R#nFsq9?iK^>i@U9V4k7gTd4tAY1 zkEXdwKb%KWcX?icDSaWFeh&xW(^KBL8*lF#`?no%ZFE`6MmD(y0(m zC9i#1Fd8ej!uUc6rto<8}Ax7uPet&p2F(0Pa$b~%h z9**=Ea|66iW$cG(UXHA+zWx@<+5I;Ujy>@td-bk#)*+A_4cCgI=_w;VPm_wi1HCSP ztzyS*_}(7})9d9#zDpP8RFnCaZG)k6F~1%JtApf)E{>auE7@;WUu13Moq06*0AlIc zTbfr7H=|AW>FF}pBCO0x&h41-ArF@0jgQ1})^@&5hq0ty2F-iue=d*wEONib)o08t zsZDa7x#Av?_8#un^6M0?gC>ZWZyhy&j5%~p ze}G~}y%*}Qk++TZ70n-W#Yw6Xe8Gcz_~3gQ&*hIjyq+GD-|*KKXI(_6?M6&quV=Jk zQ10#ZCAf78oM*~5_p|Mlx2GBO z04z?ek*l!oCdX&D(sy(#0@>Cq8_gSwoLd399qD%fiE~&#n%-?#pMLJQ8G8im`iiXS zblGT}YuMY4oSm@QR>)r!z4N6kd8&v?*ZR}_r2c>UX}^cjd*HPd3T@eyS@?ZkUx6VL z_&)n5=U`E9uh+o3341C*sv#|B;eL8Xq@%?wTw4W;JU{-1)WxE1n+W_}gkA0b1tKx? z(@V~~oM&GbLB|)q8>H)ezBAVr*QN1)5;XGsJNq{C40yHQSM$RIqAhC^51`v%87I{d zmO*ur^TP9VDj!2mBeD->OLhu9Si%}5xi0}?s9CoK{TJ@+`G)V9WY`#z1Hw$KUuYf zxiTH7Q(a_%tKduIif4J_UT9v=_u04H1K)qfncr~j2idhNCRH~^30Dgfc=$4-Z|2!_ z4H+f>-$JWixK`5{sa_JUKaN4S(&S6?O77~^#P!Pbox|d#SU3p6Gw^jSb}VP%!&qG% zXZCe1n``nBd|ng2={%M@Faxl-2G+ib8Lf@I$LoAU>B2uf#LFp;{EQ9he{~-1&w$L) zn3=oXC&Kw$men!JTy`Bv$KP?kGjzUmW;-1E%$X1I!6@k8VT6}`x)jrg`=lNOA2##7 z=d;=(euZeLEjpg((Y^7q6IN8A#f>spPw($X+o^QSGl{H?{R=B{^*616)fLV-3nz!r zYad)ZhNoWO@AJh}`pFzC67#(@{jXCEG&|z^_;;r4zsm9HK7PGp&M@Mc{9aGyuFJx1 zMolmD^6*}VRb}LcM_Kd?L}wUzE{al(;lbaQII}BL`=k=)Y9qVsF8Ge8k*Oe1IEf$&9J4d-=Fy;$Din$ zpsD$6o=Dw=#kY&l;f^ZebrY6f>+j+i@?7D{W+UsSz#&hU=Ri5ng^IH&RZ8o?^kCnB z(vkglwm(XT;%30<*d5Gk@zEpftV)v?WVUC-(?hgKkF?r+kQI~%81Fb|ek!WcyDU4+ z)6FBjw^9{pjN>nNbYm7~=h-;=%rai?eD7s;8^R~YiK{$)Yweue5o#dr@Pws&QCwQ8=YG&#B<3<7wsquU?5Rh>B%dGYxJ?kq_x0EO8)KCGuE0y5^72rO z*iNJLf%?u_&-3wnI5fF%O?@U!(t+zTm=EQXDy+KG70RFDe6vxz(d0*-+(K$y8aLy~ znzT-Ro6N^AK`}Kk4u?_t!|lgcsd#e~iMe)vN}Qz5#F-*B-Ml7|)Rm`N8|`E{E&W)B zvLThXdSc7-V&?@jO6t3R!dJcI#aBok1Kn%j@uTkov&i|+J9&QeGz}I&|8UtcJ48CN z`$pbvB)4TBR}r6F>{V6|Wu^S1ywM6jE6X}%_+%{KeZwC=ko=P@@dpm%$-?o@eAx_H zjTU)AHHghW$v8Ljc6BoIJZ~n1(<>x(Cel-9mt4~i(j^>O7t-U{)B-*=WVc2`Y!0Yq-2I(Z8){9UcsosA#Ki`zEeENgd^QS`55j^=Ft>;i z&!9z1IHo#z`aEUlS1OC9n(8;QMZPa>6b1j$JoQ!9h`L27bR0_l*@Xx^*vyjZ zN^cdi>NC9h8`l3IYrYMYgJ{-S+`K_@8`+{O@69q-Zsv=3;Pjz+ViNh=ad9B*FBa!n zX;&T-+R6*r%{_>Wds%Z9p66PB6U~!F52QgV5nU=qhl!3(?3pG8nuyoro;z@Rv*U7g zoHfLsIHrm-`_e7-LF=+@h&*-$s~*IUn_#$@m8o@I!`a6hwG9bv#MvZ>f69^vWrI%m zw7l?LGWA&MvSB(`G^WQ}5-T<6$t!^Or4r@wWJS3nHma zdZja-GBaOH!nfw3qi9lF?zsoo+VEYze`K}qG!pNX_d8(wq41f99a+;i&F==zdc`r> z^}g1->y1)W1XYISxpLg6a?9ItMRvYEMslufpT&)d{%*sP%Cvg~cBvfyz6dx{WR+t3 z8LYiQG!BE?WY}a)$ZgKrmq)r@ZT7eO8$HCdVksDdph)EMOK=f1(`MUdlORG-#yX$Cls8(8>1nJD)f>ldy` zAE9q`pI-z00VL!eSzmU=7axnpJZVkU+;92lLcg=hdL?a6!s~p;7)Wvpo?0Q7r6xlO zbM1ZbUB;Smc-+M?`{Cn(5I7rJ&&U~1i^Dn2SnKZ=>}<=Htgtv1BdZkNX<@9HnB5-> z-(>B0h>qozvCzEUs~_O{mze0qXD7A+l|VWwehts!#(c-Oh59}#%bs%`+YW*Yc;o@Ga0c7g z%A?PalxoiDVK$U~S>aGc+#KTf_c)M>kZr{3MOd;owthk1jq*ogy(Ffm>t||mm*$af zP)M!8Y37B?@$wAWxfH$g89xY9^0+=M0uyBIdinY(IZxchMa@zDS;5C#vf6(FA@-2dS)H7)z(UpuEXA7t$q_ z|5D=pg2kYod-xrm-l?z?gxbxV){3}`AmMgl%$KkK^oV{7U1J3E` z*n~e8^Ux&_98Z&7SUAI3Cz7$7S10rQLD*NF9>uXcPm6ndXJ5AL6l?bx<5no%f&UMS z->fT39K0+)JV!!ya^Jx}Qylf5{B$d9wvk&4Bj({yb~N7&{Sr9!0%U5Ff3jE9p`RInOTdphGHFH8;{{WA~t;hTFV>BZ6DF-E&tyO zfxl?>6aF7gzsJS#fqXc`F&l8c5gV_UlQzJ3E=l>GpVdG8Se+;I-||;hL0(GB^qyYr zvnR}D_mc8Crf-&g|77FyBIq+-%4&_1=~0YzM_}#j=G5!;{dZ**+@c0=d)+9Y0=U-+0-Eze% z#<-A1nK{!>G2f?a;?t9|%q-ZZ2g7ZoJOZ=1CvSz9##0u`|KDky!+i|6v#LYRzk z#su6@H0++J~^Gat_m-UX539}OJbc}t}eE9_) zX20c5nI?BGKE<9Bc(yVh8*PaR-Pt%+{(7Q zp*)QB53_HuxcG%Nli5-MZdnhpg)eHrYZ0GrATj+rj^U})5d5Fq(?fQ-O;mTo(*WKHXA>IVhN0orkywzf&a-5WH|btNeBOh3CmZo)x&Bv-YzCLyDXff7 z>1(ysNcnb|XB*x8zLSR6cwjXTvJ%>~AD- zJuTDgWdV<*!%7=IpJd!rFYHOLrF>Qfau2d$5iHB{`K>HCmL@kr^;c(Qo%DH-o56Qa zK-`7hzJ8dLN-F87_79!YF{zix_zxa^ zvFALmv&K62Ob#M%LBY$9;$wChpAM~bH&5TQZ3TR@b0F0(kMZe^^lu`6^p>HP822P{ zSF$TL2kNrnepgnDvGo;b&lf>?+LbyDPrKUK!+-bV+ju&cF-JBLHBHShsUmwdHvYjc zd4@30vAs!2H|&Xp_e-;-BfTqP*5i;)&F*Bx`SQ%Yuqh6Q&c-@kye*>L(Xdzv{hPh+ zOU@)ewRrn@9JwBMw)xjm1f;@iZ|}Tk%)`i-gZE|eZQ%8VDg~9_JQ9gY)*xq);PWmJ0D})HuVH2yC0?-8@Wv9#MGM{V}%Kymbp_j85y0ZI4s{4{pH;k;VB*WP=n z#(s`jA$xw`#`*`uQ!hCDCmy~q&-{y-53wQlm%7SGsZiU^r#)q}-*96u@t$WLsleZZ zpXd9mD>>;`(nLnz!IP zZ_;5mKmIKvZ;n9VS9bA36FI0ZEjl{xN8U(Bn%(eBC6a-d zeI5S3TF9u`CHgYVvj#CwSAQ{Ddfwi{uUXq%2C|zSy$~9mSvo>an8H`L;d^&%NgbR4 z_*6nR_zni^=-36%R>@_Th=;{=*g(I}#C!TYUgjtJ98=w;Y$0nt=lH{DnDrvpi=(ly zeFlc9eRK_sFD3t0_MI-CCcyhK(NhI>uk-Ibx#wzg(r}oJf#2Eu8y0Vb>}M=a-LVeF zI|gEV8)28Z?LR!KjknF6oi4&v<%dJrUtPWq1`~1eIX_j|+1;4UFy}lN+~Idk(wD+( z2CfaEZ!`W|g{3{^oIK}P>8zl;DtBei^9`q!992||t-_J^qB1pY zUnS*6($0g)OvgXW`cHXj25%OXPnO8zn_Yq2CB7Tt!PWRzj3+O|`wC#P&omn7vN>S zA#~%lH+i}xHdOUGE4Hq|+CiHf06NUhM;g{!MK>AOKr`j8%}rd-33Yn-3%)%AHi z-?)DC`D_T)bv1J;TaOdpuluZqNXoP4KD_V?R0fflt`(m<`yvv%)A|hP=8EiMIV4x{ z8%bCQh}vIzb`z=pMlI)Nd^> zTj$&Q9eh2LoX7BE5r3pVYf-u!%ZffcdAH9}*D`&aW;;Jm08ha1(Rg{UaSs=bl^m6) zl^@ac0VB0B`ps;82o{%<`Gp8iC5rU(El1iK(fSx%+PS`3Nb*)}`%A8VM`T_>pyiyx)IEV zTpQM1;@Tond4myK(QKjfO0jnj&Q*f+JN&m33mO=!kuj&iGa0fX9!!VTi$=Rt&OL`7 z6)>$6T+Vc^{zNNSI#1f{zM$IDJ&h%6gyU*(Nh} z8`_=9x1;eX-~O`(BHfM-qj<_J+Y6@pv>Yrq<#WqhhNMcyJC1*{#vm)dy7ElcrrwIdnKQmL*W~HmN__c>4*&4Y7&+`) zvEQ2&_tXDTbK|R!C|zLwU{X$obxqOrJ>=WTVCRsV8u`CCFV#rfVd7q-yalyThvGrwj6dfW`BsWRDEemMbd^W^p4appUk)@5xq8h-9N=Rxc`(Fh}; znYrK>-aQyI&vw)i^n1_9e~PLV#!pr3WRbOWA3=U`v-WPI9tPJH&QEXo@s7>+n5q8% zkiLCngYM!sRdctpF`cEB@ZL239qIVg@;X|6nn~CCIJvhY$H`HtEqXn+y@`n*h`JZx zU&r|E@H5>x@SufIra(foPlS#hu9r+hVsx&a4P9qBKyvsHSz#y^1!!bya0#kP%Y}*^Kozu>|Vsxa(G|KHQ6*gxS#*d zHOxui zajzDz>~R?`71i&6Old!>;5d@6Pv`fG@v4#B@;)v9!`lfw(OQ&bwPs&&(4W7jJMt^n zAD6H+Jps~z;T7z<3p4VqGW}w&X5;O~??=W7yp%QgSLT;C;+sy6Yk?IF zW#IRmJ%u)%dF*TW599rhXg^zCx|~mcl~qnK{=58io&S#|r6R;$cg73y^#~)j7BMSe z@h^@YDYj-}{`dHp?mE9feveQ8q{-R5{3)NM0(^RK-NMtgSzU(3=U`_s^T2;(H{-SJ z0Gw^!-ayk1^2PpMm4awbdGtSjb@Nxb0-OI4pSK!kB%kjVKdFwCRj}ppa}HT8*PlhuLEwR?QHzACNbW=U3rqH>l_N`C?r82bv>Ux6@2g z2@>03pL<3%=-Y{wn?+bE=5@xORQ#>TUjuRUVq7c&!Su7}59bNy-OGB_w;JG_Ie>p=bqY2j?e1l`;6QWKZ?pkPaES& z+)3Td=EkZ6_v{U>4S{Rmdbcc<8avmBv+Lo~K!*8?pPRt!M|Q5jm#oY9ScJX71F6{8 zO*W{?+NC1=Q@%LF8GW(x6f@sAa{s@}@i`dujSP9J_ulbIR>>FfvqnT^XYU;PUm^?N z$^NXatIdMrNv=?coBrbKb~&J{qu1cg$Fjt|a7^Wt4bD#o(qr-ZNvtX=23PavCTC`U z;3K@9m2GWgqS8D#nE$eFXtW%Y3Ynd0mP*}umX=c<)1+|KN9bn*YT9+^x!PqhgLY+!6C3l&%Sn!}L$M{7cfq zY_8CH#8I-!MEWmb<7P4%vm}|YuiW=BL{mGw z2nHMgrIonQ-oN_LoMzPLH+KDT81`1A z%cX^g|3(%a2mLN`bQxOz!-k7+Jr$u+nLHimCbJ@YUXH}LesaJxW4~>z1L^oWo;BgY zR4(mBW@GPPiBIVZxY;M^vb527^XZ=*r;i#VonXK4d3LjY&I6OoXDj$-Iq6wn)*B9s zopTY-2IBCda3{PJzq`d|Nm&v4_hw5 zgYO{ms%W@HoTn3|MIUE08;NRPvlRddzX+MqUXNao3<+!~_scY0v zFtn4OTiCdh@6xxvzN3zpfwnttkIYhsCRfNFUz&Ha^Cb01@&vDq_YY;oRAb#CPxTQ? zWo4G9F!w&V^z&1WeJ%Mp_t9R*mSQ|yjZJUEWu7_eB%FBwr*`tetE`-ZF^BMEc1awG zCs{F?9k1z2d8U{?wGgG(u&kMxV-z_T@%UY zzn2RJux&PZCFpe}9qM@XH4Cz*yo$(MNYYL4X)HprQ{+cicE{3xp}8Y#GM4dM7l_^9 zdS<d-@F;QkJQ@BDd=C2RwSKqkdNE@E$LDzpp+ZGb<8oM^X8$W*W-oGqqYm6spdN2n6hWVSt-@dNz2m0$J=WOE7;&?g8 zYbjarbf-T&F= zRfN^saOx8|btgZ32a_ZCX@E1QvAwZOQ3I}L8mT;Hw8Wm-(Emy%d6RCtT``;|hhM{+fWU!>P=@50=>4zln1*~QkLj>ul#7NniZu4njUKKAWzyi~yt{@H?@yOfe3;$ePZ~M!KfF_DEIL3E)kp6heh%HHK@0P?g}}jEBPy7 zKb5ViYtYHRfyQWPw4S_lraAk07M_I{!|`mCtAQPull~vIeeb;&rfrQ`TK;{9jajFY zD%Y>@bNczEO68^EFFgl7A!`s1rh?ffeoN*0W8m{5JyLrsJr+LW$GeSxEe#K$ch*om zY4pY-_ffh3VE)f){dPv2&hk5GH;Jw<(xNLps_|z{QPm7eb$Or}%NMgQby-q*{Z~l6 zKwk1uCP&OLi+wAv><_DrqOUGY+LDy@I=903U!$EygE!@ibcU}ZKlQ@ovW}_B zUysP7*_)rWQX`D_j^pY%E?r;p)F54+rjs$mUt>hj7*=N==bJcqqwHSOj6XomO0U>F zRZRupc9?Vm>5n;g28&0U^E*JbwX?3GSyeM@MMw6BzyzG#3b|KVls*AlWt-gd`CR1Z zS!rj;q}F}~^HYEE_O;Olip+fb-Yo)-z@%P$-Nj$`LBE*)FZFj_dM)9*=V{YO4%~=s ztN1-n<{HuTAq*QR?>6N7bo%;(-%`aVd1Z&Il?K>Sj9s1l{>(S#Mb5f{ZM)cXinH&g zU%Ieg%AV}^uOxC(S*krGu7g}XIDL)1zu`u9uCz2G7B!<}x8V(NUrz4_z1P4|8)lV<+8yxWJes9K?_RF9z7=&@7kDpE zWrg|l#6N^p$LE6%C1UAX~mP%9Fv}$#pv)N zY~RP1XK>;|dM@XK^Kof`C@b#$Dvs~yigFMy?T~wm@b@xOJ9=G=b>r!=Nra~Y;99ZU z&Us~d_HB$#pXNQz-52vx2WzPDsu#XH6er~rF_Sv6r@?6#wjCkLvL7tn*$y)Ab%()8 zFdE=nLG}r!-e7v44fE;m5O~jM-_WnIY%-JnsScl~xgXN!72F?WhDrB^)FRo)FWrflP2K$sL&vm$+f z#~X1IDOpclg~ztz-CWk@Y3k49U&brxNBldSvnsQVXxeG6S|dw*WFE|F_uLKXPujcC zJdPJ0_tVhWxq40=@+mBvf{B;Ibq%gHcNJI$UX5V;9Y0?zr)O6}_8+~<2U&l-fSmGt z{SXXZglc&qo8vPySS78&(HHV!oN>~gi!p7iWgKiP37h^IQZy;#N=B`!C(e%S*1 z6S4bHnvL|yCNa>{XIVLXrLiu?ne2?tH{q?a!O6UxztUa1Bm`2KvKbB2-9BqFSFop> zJTi`qRGDoqI-V7419>`iX%E4M+xc>;Yx}8eKEahjU!KUGzEpwwn11z0SO?)b=C6Hl z_h^X!!mFt`v!3j)@$W`@PvFhHpmikF{>RP_&HhFRPY zR-MPv+u-z?arS{tp7b3hhg65wkA?iY6Nah(`G;9!j2P%Z_biO zqs}7cHdrn({uOjiKg?g*-^NI((A2^hJ@MuioU6u?i)Hsz03Arnp4d6fk+))aCvor? zl z9y79YyCD{qBjsl{O=Rs9UOwD4)a$ta6#pdVH_4`}W#@<3oBF#AU{=%r;YHTVHZ{iP zLdH*5u=G55Rn&BV{xY&U82tcDse=c**!P2% zqz`ar(9&{Y>Y}`j@u|r(#W8ivo)?Mn%b@uWjoOHhcMEyxD2&=<#Q(Y49D&0Vy#EFKmBVD^(FE z!TCXFrGCRV(0T$lKl3lu4zr4}9XaV9cq1Og0%UY-Gvj0RJW)=E)qkQUBYom4) z$$ju)jM0zh!;{%PhKzGXVRn%HQiz^CGS-`9-S2lId>1aJ6WB8O;a6FAJ^%gYjDyJD zh*jwbc{1jweqt5&>}CAhSwBN0w})y;R*g5094s4-hs050w}QAW!qT~HYVHa(YmWwC zSDpn`#f(;>r#EiYFtenq{6s9j3u4*pHpY=BiJ;DAqoJ%>>XT>WhHIhH2Wuwt*rT}q zAIS z8jIA^9Fd-{cZ!zO#3%xxeh`^}fA#5B1`7{$X4VL#S8wj*lyOy)e#YrM`3r2azrGKv zit8^YsxKQ1q2+0`y`K(wQjmM@$x2t6MW%?n zllf=0Rh%^6nOrpToQzbgRbBd5+sI*0;EN9m%_^ z#K5m~N>|gLjrh8lN>|O<(7BL=xdm2rW`7-1Vmcb6;t@F$#bIH9zyw>IEROg>) zwz`k>?|AkjS-L50m$9cLR=&*xyXo|cvsTh(Ha%PNW%etl>i1z-(-5N)jn9hk?%sI` zCx2r1P$T3!+G_Libo|^b^V|cUC*hfXEc0>o1-5TBLRL1mrRC%1fL_>@JrtRH&-xss(!sd}jIuvtkk~$gud}x? z6${e$@l77RNEE$6yVTTu5JDx$nkUz#o_F@qKF+4yV(|#EndhphX}-+(f5_#Biqf9m zxrLq^3e3Bdj2|7H6$Zc3cA8o7#KK&33r2iL^Aq{23;a_9{Bi%^!k)o=F%bi@wzdX@ z=Fzqit=7}_XZq$TW3GAD$bWrg+^mqw&bF*%>x2t0vgb1F9YnXUS$?>?0=ci8C%37B zf06IO*ZCwBDDvF!S1f2HbG-qD8)W~oe3{O@SuZk=24z`xq%-bt+QQ-7$%Q>Ci|Ddx~xaL2TNx1$1%_y&lkC?^D#}^!TAQUl|9BC z<^A(mlD$IpaAy<^u3~Xr+O;EjqLH8GnNj4NARFK4yaqmNh)Z2~E4ecLalc~Q5~CHx zu=7~=5>M=;Z4b!zaP%tv%0A}xGJWo+rPJ?A7&FMn`3{ zj!7-O`>o8C;~GHbE*jiG_v~_btHAMQ&Uw=j-|~6-M4togG$O<_@66|BjK0T=_4^{HKx{q{Mq6@PZVz#Nq4jGEx(82&eiPP z&pTJ(%)2sQ1A3%p$YN|sud&>@8t1HIojcr2_=*_F?xk zw4*;@#s09&YPUV?oJga`3;Aa#hE1S-YRAlnK~{1!#F2wBEA`6`7n!a6o{dSPm<_u)egu75;M8G$(u?s6 z7>>lO)b8mbM-^w;*?x+N)(>EsT~*)0VUaN}am10vZ6^-0pK%{HO_BprNhlSV-|_x7 zdXIJFG3>cRY<^C!GkI~m+%UptCH>qD-DB|N91(LMU)^rJeq#Iq`e)s0N%P~r#u+aE zUMn(k*RK^ez9&~?h92jWT;1-4^M|rFtAF0%;mLSWg!p`SE1deGRj5wD<>`zcZX>&mxh;ZSzq zUq!>8X|>ag@GsrQvHvN0Uj^w(q)p<{-tehOyAOO{s|%^ry}ZIXi&gIfNlmroJe^LRJ>l05R_}|NOG!Gz*>A)1XOVKI z(I+`BJ4?Q0N$#Cr3dLRWMN3lO6))+w@V7j25e$BUY$|GX!hkbb^$3l&ijNLP%e}2u zve`_d?GWkHA<)dL#t^wp%-_NrZ$P^;+biJb4vg8Gub&siW%;1HK)!fy1m<1<$x2>a3<(V;T8RWPJF!61f=uhWP#KvzOo$k0J3Jh=JnCn@$QzW%u z%~Dnz%ktj1m=0~n!Xv!^8;SLgWbvd=K{jI{H}rs(}yNosr6tH_2HOjeD-FoUXIe`EobA z|8~sYj`+lt;}p4V7v$z*WCIwd=XPqZH^lf`AynQ~&i-t_)U3Fc*Z-zh)?Vk^<2L@z zI1T9VDPA>}`G?TqAX+{F^Zn(RJR51_oLup|%qJb?;jQ9mkMTZd^LR3M%QKgebdGbf z$73X4r4PuF_;CSEcE||JX;lk@{$gnv`6ZpM^K@_(Zk^)&FJRTlZ1Ro~2Jq6Q#>=&6 z?l%AA)m}c&Zq&@@=gLFbCv!X`vkGrFeFmEG_Q0_m?~f6^SI{rDZMKlz6pzxQ_ISrt zGutfT-HEtbm6x&uJbRYfIinuk9^;?(u=yRIp7qZ8eBRl43t9FG{bs{4)#Lu+>+Id_ zD8r|}#yaEN=Df+q$tWM%ICMxF)P^^U&qK#u5-O{v%2n5U0}Vn5el7sB~vPSV z`00c3SreXmPrrD5v60TgpI_m(5n736Y`hEPJ&XrVF%=7U6rt`V_}B!Jjfl{9PQ3l_~S=H<_}h%>9{B2Vq9;fIq>5^>};- zwwy-a`tVB?<~^{hfMI`-o@&Zvj4)UR$Qsb&aI`BuSK>=5VZChZ+gyDtWb;Da{~1TA!f7@3Zo`)UWZ2tTUzty4Va_SAnv20ppue~4uB^{{fP^+?%{RQx zv+gcr7x7*y{glFntGs_L|CPkKbkaPb@I8Hhc6~3?obO)fNX3j6yznruPv!jsc;|lnDJ9O{@UONbUleW2 zMRL{;951&tchna6-9`3&UUl`?8rE0j^NWl+P!_uij_{E;rfmI)rH>mWY;mX9VxA#=lg@N;lMF<@^7zs}Gyjdp(Y3Re5$Q`wqpm zPw^eF|rvOwLRmnMBuz zotwScHH_Aj%tX}w1$6U$BX_(SvGP}3&J*{K`7RYUOUX)S%e^Zgo;u5`_-Yg#C$qAL zS8br0HL+X7?FtchAMbBw(@fdxH$L5n6(vRdi6Zr38FLD(I>{GpApHehZlP&v;eR83 z`glLxb|>Q1dwjSFa=Gfhlc%f0GEXWu_&;*qpk4YitZ?p8@R>*6|Dd=Snnlev^V!iB zUnhAl9nKn(d@`H{!uC&$7|6a)*x$jqspPf-x-}iY&S$wVyNZvGV^x3e=80gQ$EE(t zGw@t2=3Wpr*+agCX1!^@7Y?R>Tb@ZxVR?F>cgCf2Y5xtsrFvF+Yd^vJXJX1*Ebl5h zmf==<{G}&N9XV)ZAtEZny(cvH!IU9pm7CZwnjfAJH`6e#EpOK%|8^K1EoTn*uLJ3K zdpFg@(i3AB<}ZcdN9;^zr;^?|R^)Y(WmAFjKr{FI1U6H6;WyT# zTliWU59ZYajr9fD;~oE_`QRcm!V<^)427@pp`Y`z!s#U=y-)TDw0M>m-o@ms7(CQF z?V(VT?jPgM8)PO|9m4uMM99en1X5xDVBX&!M*l+ZBPhS+h>xIGo%DSB%D12FpnloA zTQMZn3#Ym!Dd((2=Cgd1r&G7ck2hi3yFBoMpHg0}V1KGC=V|bjWZ#P|b6i*LEfR7a za+Nt|61(pvqdK&D^KQD zIQ^kf^Bv||Jen&0ipdiX!!Nav(}g4T{Bviy0`D9kr~D_Yv?ePxpwIVdy1;%WALjY| zb0YpUc2p$wStzA$-^FxHZTl)@wKCosxp%QEveb>b9|u#T`B3lV9&>u_uJ>0v@+!bN z_l-9|Cu^g-(f3Y2@5({T#qD>liw~lC_Obm(Mmy)G@<=)3KS}-}K3~e?cVgj@a#!}> zKS96cKAr6IKX`qmvu~ndYn&Pc_ta`S3O3uFl|E#-XONXWxjtB8K0DnJCCU21X!(Yp zPC8S}qMx#_ysVZ=Dj)c}wx1cY)#EWXtUueU)V96D z9F?jOYyDpq(|%|F7O~n8BHv?r?iq9;Gb>rT7`F-(i{Zo^v6tFX2hi_7XYNgtR2G{^ zi}PKx&gHqQ@TwviE3oV=$h^X~<(RWUl#TWOUa((`XQf&49ex~Dn8o(v(=fZOZ)nFF z@gW&C>k?86ei}_uv9}t|Z^6#TjGu2B7hzPjLN-Vbz~y4?Mp2p0UZ3K0>aBF8$v$FY zCGGnb=9YBxIzaT+;oWrmZYfjc9{fIVd(Hp3^PAc(r;)yuzf+g*M4oBSd#S*27%t>H z$+?h8<<}WJ`Gy#MLVO+XnDKJ`Jm}mhr@c$}n*O@O{Bpf>TeEB%&wU_MuE3$W&VQed zSCTrPgxueL8eTJL@-SPwkb9zB@d^}ch?&vePbK&&1z*$`{kaNDO_0mwyyN(;yz86U z*t3g2TAN+R!{8t9JuNaWAoBq^HXYR8HXCF&WU91f_rfBw)7$kY+70H>jUr`#`s_vK z<&O9ew#OMgmD(>9wXGq&80Og{Sdwk4;qeQ$orP0RLu4w(9z zrNDjo^&!yMBuk1IC40H=EPTIAcd9;JT?@zC*ee{sIQmXuEN}` zydJ>9?egwl`-yN zMlNVY#wid@{oVA({Rmf%#?lvX;sY`9sNXwjo(|^+J2v|(D&z1HEc}K&JD~odoSz<` zt?7IfW@Oz&3;bNmU#X{=9qtw7fgxUP#gSZ*{wwB-8a=z?&Va=^bU7Onw$pPg&sQmA zvDw~94}tkGA0{?N(ri7Hhtu_bvAfWj*F!e7U@{A)PxewA+q;l8N}E4VF=BQrXD%s8 z()+$4tY*o6xILfFUx>}$@vV(GI1Q2?L20%~ufW!(GDb7jbtkVSE7n9?Oo}f3agWhQHz)PimNdBJvu@E4@i;Nb7zg zZXLdTjZtO!BF|ZKCocQxpQp)9uzD9)8_E}XI-75x`^mqb^H*<24y4;m_CLsbZTM&r z9VcPTA{JjSugvlPNYPTp)y6F}Tg^Y&VO0kA_YwO$jdeZ_p6$KXIJk}`ZJ<*QgI|;7 zrqigsBePZ@o&TO-!*u^2##`xhQ5Wwzi<@-fKHtohj!vmmeLfqvB;@d@e@+>WEa%Nl&s=wHi*NVXW*9qo2)&t6`XxUz13Gk-q!OAz#uy zJ%>`+_8Uihk85=?ry|y8#qCEl$Tzgt=rYB5jiFjc%w@OPmHeHmutn+Ai;q^Y`&`n8 zLF{<5+)q4q4a;|6ZFYRmg~6i`|I68@iuEll?CbAlB5IZVKUa2JDFV+Vp(n&Uu)3_w z)sYRU=#pJ76?wBfTRxL9mwPWO(rUu!Ic({{7wsWhlQQP=;9}V`wzSC&^JDJsdegWyX!6vm}o6scn zuvW`RH^Zu=QR^8qs|OmIF)lPh?hvLI%WDux$DjM)S%waK^W7}6*BQCA{FD8lhv8at zHhn8R?hU`-rgVO!rU&lNQo$91+X3hWC7kJ$99dYp}>@LFAg`z)wes06e<-FdG zjz3^RS#tWpyti4YC!Xv@gYvFaYtXNRc)tt3mSMyq@<-EuxlEqBa&LQmJuSA7cbsuL zkhs4YV36!|Ii2epb&<%)n(DGpsezH5X`Bvq`}5Q{d^3%X_1L}BCr{F^rkt7TdS&RA zZk*}rz6wISjQbE=C&&V=_;wV1kAr*rg4L1r4+*LKS`2qmTi`JHE>EJz%S>NjWA@v3 z!p9aow?KZ$I-Dgmxx-I7BG>25M*KhAc#ruzPkS4fD?jG#{-hPX^@~d8jq{z8 z)iK54m;O6@aIl74ze7$)zrCfTRg?oS_IrhRm~NCj-AM(zvQR1^BL4^LMIvY`-1lJQ zTShqExx?6-Rat+*@A|?wt*;@RonLL({1%(i_r45HbztF(aL$hYtS70@vZ8FQ2eZ;X z{}=xonnx>%*O$!Ey&W%p^*Jxr-}RV&dXdq!>coCbi4d@h&=uf z9=<6C`t#MhEX=F{PN1=!q?go)`Ixp#*sm8A-2A;>$%-fqW?lu-?$J9TNIGV+|r}zO5w88e{ zjM>!H$CF|t)m5{~=3QE3-%$^mU&XG&Xue9muE(PFh3lak{k1xGQHA8sv^E!NQLJ3d`WxBIa5XCvpSbGk?G@hbbupJm{EAV;(2*VL4$k9#w{Ko*Y-FcV&Kf*T{EZL(bm97GHk`9NsH0Ji zVoweHY)$GQeog1w?4aK0%Dtq&+QYh`k#>o(>`hA*`{&GAl?obM0n_JXnG0a_ikw&s z&ZE5Z51%Z=o2kw#Q?Pp!>+Zz&uUUE#RO?}6b`wv;<=pkYLF{c}%Tku6en!6WG=aq; zY|IM7yG6h{&M`$q*Q|VA9Q=0on_#Y z?#h?R`v(~RUwoc|Rf}1ASmE<@vnq)j6|lHFE3R{XI>kN*)ukjZF?#9&Pv?Q+qHhEl z*Rc8^5q2eJtrXk+$?lCI+hKW=EVKn8|6y9B~q^Q#Eh0sC8>Hej| z908BasHxC4n${yl-r>0VE#Hn|!@;89NVYx6g4C2vCGpwNIag#q%%Dt> zWbUuSPm^3horFE3o%y~||90eRQTsNjgK0lOz8yq%5gfjk<^9c<|KI1Y7AB@D*lluQ z9f;+r-fh@@p)`8INgb4z`Kt+Su43uS*wGEn`@ui88uO$u zD_qiXzL`9cyOs|^H7k$K@K;th4aK~_jrI_4W(Mepmt*Cf6Z}6LxA*0tp(5l_|9@p} zO*Q=I{eKA_?gNpv{5Zk+6X~96W9gZaRWiTJJ>O!=2j+vWEY7OpmmJfQ*U~?^kC|#F z_SN980mfU0@f*lI(ah8nhOf~)eRzI!{4tOztJN1hVx|V7|g9`oC$ch zj^?QVP=+V6a`b4CJcVAvF=#Fy|ICYT^XD%ZzrqNW*s>na{>6pE{kxx}RI+$N7W{`b zsrHlJYgft&XF0Q>ywlS8slxv<1V{uf%rF}YRS7Yz{B;`KEV&lvt`v5$>MPx3Oli$XzChW;GlJaup z1lGO4f1~L44&U~`o!8~n)B;cCn$+Fj1J}J|h4S)hHF2_)-?IB`m4Dkw`UQXfhi~iH zd~pG%%qore|1+GwN)}2M9wEcj$A$sUf6jRi%66ZbgId$>3i@UDWxio-G~Nv)W`)@= zxN;N;RSVf{AO1-v?XhxhI%m$Hc{|uvF;edCA7qvrZv4`CQ4V4Qy!uHlFKxEF+Odt; zdK_J<<5bo|-s!Vcf;kQ=pT*B}$r?_(&7$O5xuyaAit$fzd$ay#@WB)SUYI{Qur>Dirckm^eh>ZY1##MvLdiDj*rKNL+Mk2 zHofGVJLSMLSeh=AoA~}9Beo&yCg;}Xh2pYvJE)w9FPE_F2vKsNe0Ugqr;>3CHgDj& z)Me-+XB;Qe%8L3U9RDhAmXPtTXGv{*N|o>0m~sX^Q<3IRnrAP-AUPvz4)1_zDafUJ z&p-Yx^J*yV)7|a|QMb-D&PVvu0AlCz%nbZU4aHi#nRQ}A*jSbR&p{)50?sD?EY^;M z%5@@UBovm2%APVnBRDi6r4{bhfcYrW-ob@hm~gXEFBGv^caXkT=g|CD#|{wBKS1LD zSh^FiE2r;$;3a7?WT;4k5TZz?B19n}QYk4zAr&g3REB2B5QT{Pl1Nc1Lxz%2kp>My zQldhXq?F|Pf9~`9U+>l1d(PR<-fP|KUTg33JbSNI&Z?;*kq)%W9~=SrXVfZy5JwV$g?82!{j?5WN3SFlnl^2~za zp}e4m|HsmxlWQ{vb+_B@Ts zYJL?mJPuN_!Y8MdhwaVA@qqF2nb*9TtVo|C#+~!~MQ$NeQ z`s3^!{@%_G*ZBW%-gh@Yx}CLZviUybuBZKCeH$ftPicqiUpl<;99(Wo#!3Q2eM;+A2a4IcKqHI8=<>5d*u%5sUqh{SS4ff zXL@Rad3ic~9lw4QZwImZNII9~C&%k0v&w!XUchI|iQi{p`Sa|10d&4IKb6Gc&%})E zAJ6%xoHy;GzY%2m9}JR3dkseS5+hS6wjO+i0Q@J0Lr-B1nr#_q-i27HG zjrSOJKdqB}AQ5#IO;h{$V!e&U)|bSCd*OZnZ*IvJv*6K2uQ|8>C}|%NLy{fk8{_FD)?No(`8R>A3ekm>f-7&Bj+31a{bMO+#o*ioBooW zDYXv=@Ssh!%L%Sj?N0TK`FMQ+?%#~Hmup>v3>%F3JTz}$_pD2f!p}TmtcX9!sd@uu z=4sR`S~aEnaz4FV|0BeSh5nwvy4f?HI=Fkg{&wvvqrI#0H;8$9)@8^W*~4qZad zR7_08!68_76}%qA-q#?0x{-Qe`R_*Cn-{i%V`~=86W7&PmI^9ovrDoSpHG{VU4)dx@>74sknsG$r+cto)Up-VjBW>g!9`AEn=2^sJ5L zQ~A-oe0+rXayqGBWba}kWafth4|Ik_{GG5P1YF6*HvCDOr7eiQ~F}&F}Qvai>B&R_Kr4W zqZJr%7{6%9>)XM-tk&;hNN4tHjuD9*xkq*}|89d1(|Pj?^k@%-8?e5OD0P{4?&A5W zE>jXSKIXqqh&%o0*v&Qj8Tm{-mcWH4*z0IsyoitW6=yGCwJ!d8l`sA1ihlH)g<&07 z=>hT$gYPr&>%jUQS#h$slBdnp^)Suf2a4<6MU9{7&|M^WjZA&XxD@C1G1j+wf7^Rk z@!8SXdztwwwUiF$amiX+&RBJMTIvPVBU8?CoNm6#orgPF;t)383X$H}daa1n!bqKH z-ib(dIzWZv|4dc36M<-Y4fWj=A9gl~R zw~44&2@^LM`D*O^1tT}pG;7Q}VH>Nbmhicrk7s9aMIJIAhX>HTKki%(mxsxgJRp~` z+LtEe@M*htsl>iNzx;u(WnX#n7R};~|IxWS z?b^BS6%2hw`<$-c1M3FNA2qsh<}XIn!k-nE`i`(x53*u02gRbiI1Vf)kVS+dk-qmBAnEVAVM zXnA_h!S_75PxhMq**fPS#*2U1o4?2SC$n^Rb)+WNR^ELOo6a_iRWd8>fb2}O^h9G0 zXY~(6qTKg<8q1%j%X4t;%Ofk1_j|9df#wqOpQyi7Or7A;2a~TTHnXe z+)VDjFs(bEO@-amhP>9b#UPdX9jUn6+)QwZo))m-^#A?|0t+27Hn@8|%%WggqZ2EDzL zIxYV*@{z1khXtqe=#Hs4ARp6^~kB`C^QzulM)p_qevbAUaO#Cyn_%d0r&N zG;`xUUM0^!&a{-ls$Vf-0@)Vwx>*Hm9>s%aAeoBB=V*O5zE?KmB;0~PdEE=_%#MjhEZB~;{qeFk z>&#`_CRl$63%(@&B-hd;*u4yu#%%C0H2)E~J~7@*aWIvd{=?mWaBm#n>kr9PA}>ql z8Sp;FyFYoqJxLBT@^GjfXqK)G`_svjJ$0wS;xUnB4}ZVg=mYTkd{!Z;ho8aZ4yta)t z14yxuY#$l<1wB8BlV4!?10-8vWl&M%=qRp?pvi7_eiHYW8E+mL8pF7|wpB3fFFlki zcx@|KCyQEkKpZ5-WV4fx^5s{-zMYJtT;`i z9g7olT$h>yU2y1e+RicGKTg)<-My2&a>8~p7&=aJ}S(GuN+zO03!RO8N`#fBJvhL{4+h5l2WH@Gq`&=)1wtfk$N{}K|QqMNh zbgiDp`<#SZ2(@Hr9Rc~AT5N}d;baN8=6S@4u3lxVGNSP3G+YUfcA{-*cDV;)L8}AS}rPgrrWu=}`T`W9^=e8x?T32qc_IgUM`{CjH=Ht;m zdjY5J!=opRlFEzaS^Pkj*`mK*xP2P?j^z0t!sv8Y1hJ`fxr#PbeO{anU7_?2-`Gn8 ztZ39TjDHkQo4_`WSvSx5Qz_<5QQ;8y)urFjWL?5WtD#X=tmx~n{vts;__P*ZCXnV- zUYvbjPn!e3<@eu0_eZR|jn2uU@UuQPiF>n+dNRBk;amqJ-9)y&g~)+S@{ zYa@FlAH(&e8*Pp}7&1AT(M@l!X_vdf^~ks{ukEIPMkfx!7Z;dlsVm31(7 z+~A7+$T=LZ*JAPs;>FJx_Odab<3Ee>D4BcT)Z#avc5vlGVnPM1Y)7OKqHwYj^igMno+Woqr3J8@YLL$ zs!E!B{cFaK`}+5k*fboP$xZV+X&xh8X8vaM*(?U;#P@&RzZQr8v`&ks{{8=><7vEU z6wmm8Pn5#MJRNamGy!zdLwgYUln$tJHx! ziQKnh%q?QeR%joL{f$MI2lUkh3afD}&*xr&Qewp4Jia3~q?Sf9z}4n;6ZQ5hi;U&h zmuS~VOzc$f`@>i_cOB>Qy|ZZC0OA$+LkThYGWa$3X=PHZHKQI)iizUae>~?|+GiE@ zn%I(WWJih!%kVdq4{u|M=XmuhEqZvhpE;mEPe0X98@4!{)pHUzcOg?}GPN*rw|0w& zwvWE2@`)44o9cy?X|us~XJO-bHrj>CR1Qt8mEN!{1OF+c zO#Y7ZjhSzKH}Syi9ljAmXVNU0D;tYvUyB*p580jczmVfOe7uR&x#yk=E*n{MGy5;X z{bAmHoV^!7B5RHh^_Tmwm0(t0OvpE;wRB2etb^%t8%d+tPBEb!+kQo!JkdXw-A-kp zwHVlm%yaPI8|>~#`?q*}vTwgm_dmUJlm3#UaV705>L*pmu44TjY`07=+eOx?BC=g+uK5rTCu&))@Ez%OHpmHr9|=Wb3jadpe37B7I5Aeg9mStv=9TP{ZpwFZx3D~vl5IITlXtV$4OR(tM3{U_Jq(s- zn5Bl`*q?kll`4zt>8t|B6ZhwMZ=mRQJnwJsugl2&5=^huCUpq6lHs+2)MwD?CO%n~ zR;ecQ7HyXpr@uH?pB+Aj=19`Eg5jGOuu~6>p!TsC`4jZ>EoD0#kI>_1B>w|46ENf) z(%-{cr@87BT&c?1XR+UQmdP{Hy1XlOgFeLU>qW8Qv}>>T(!8Pww7%f=Gx+Tp5E+lb zhj`~-y)W|VLgRJSck)+1t&g8cQio^V>bqPOGJeIE&eQMl+Fpgd#pw7whV=7k16P-X z-Aar<*Eq+K_dm1rTEAZptl$?d4-@{tsytOog|hBq#YnuaiX{iZ;Sp>d z42>cDwxxehks^C2j^W8y!9EpP&xK*?Av_|oEoOlS{T|0k$z!`*bjd!QtuR>!lbvk7 zzd1TR6=SO}XnwMhCW?*K;drd8U#3M9xMW9K?r{|5?N747X|C9Ttz~GJn!7#4p$+VC zI&4PLJ$JUU6D7|r+wkJ#GG9cNcKCaWYo8+Jv)Xil`yeu`<1;70aWy$=lm8D0loBag z=%K6Msh~U1wF}s-h#peoEcs{d;Awx6X{0E)8wd8m;G1Ao#Z{eYx1aX8%Xq7Z){cAw zy_d?F%VE%%wpH-1x3OlqZm|9;o0sn+`TOv{g_o_Q<4b%d6`T%Z?NanPk_A46^s}ye z7+0q9uN8$TH=G5IvzluIqu4fkSo+dBHNOX8c~@3C(mYWLwlziSA;wQMOJ$GiM2l}k zi!N}e55E`5HHRE!upm!yH_`bCkulk5-^7)p=S`Ys8R0 z+4?BBZ#FNd^1)MND+bLP5O%qv@)#PHb zr6RyYb6ah#bN6P3*YAlP$xBuP1|RFavG!MawFeI0(Rzx=UlHOt?SCq}o~ySXv|Nh8 zZ}a>8VR4sOvO$aDtbHqMr?yzKi|vBXTxiY~J71;s@pMTBkc+&VCtQE%Ay0!QlIR0g z$Zo4cpfMWDa>}m(?&q_+;XhuVc}_7`Tw8~2?aV2uo3RTIC$M63@-@ScV%|MSB)gE; zoT#?}K6zgs-Eq4mR;Rwpd*pnGhxI4(IzN3x_D79(H|D0lVz@k|z`Pk4+LmPpvh4(j z4abRhN!3FyOKErzuGVFl?5?XwvYanZtZYEvT^RQ}3#XRyBYbx`Ny@^uF|C`hZf!k( zgk1wLqL=r2<3b~nKY}?&87+AXs*r0CW~6FED-yng3o}?fcWqag1rr0ulJO%rW~ap6 zEP4_A*7ENLet*gG|3Um-625{NzZx&~sFM}Gh=|z2h#!g_9~=K;zLOQ@+jzcAe;46j zH>0NJOKO;ZX0$1g+D5Zf65d9-^>kQKh*eW)Hxjbh8&tgTZZ8qw3K9E!$gjrhoYDLV zla}bYo+#Ce^$zDtcktmhV)rgMAL5hL(n>y!ROVT0l>7ZvfjzT-Hmikdkbf6HZq?IP zR~^Ialh3iG9<$G3wAi#4JM|R@W{VmvM3m0heUa}Ghv3L@>^;|2$pZ6?ai4`+&IZN% zuhF)r7FXcTaGcEZs;lYn0k3|}*rjl|qzL~8Daz45yZGjqbEo-9v`97SE5);25d4x{ z|6tDZq`cNAL!tEv9uGF=eK_&F->2}nX^>lO=6jCBd$Z*k{NQ2|9ZtT67(JA%Iq&`i z%S>a%?E714HkvA4*Wd*&W6ma6{3A}UAa~CFokEsr#`pLT<>NVh_PgJ0#Ml<> zS;Mt&hz*@+b0Zy}qf_=I&cys1#s9|&Yma?sHP_$S{dF}No)WL0CfO&rbrQcSMT$O{ z@Gl-b%;#(1`UZT>N%*5@y4;vvT-8=H1%Wxq1L0-~#YJok> z#&dX2BJO_l$m(q~j^=D^KhkxeQ);oK!go$Mjc5N;;jsm(m%x1?m>R#? zBQ#X&U(5-oi5AJ=km?P&zuTT=a<6QKK0Y=|)&X1Ceu_A9ENM&WZJelnp+1ruBee!E zfPW?WjIyriN4CwFmuGA@vcoat_@odEQwd}wyL7w7V?AI4n8 zuPQ)nJ$OZ@M z?^3<|DPpW8*=^!jPb|KJFCLGxMOb-=pWJi2h8^eA;x!Q^*~43jY45?T6-)0$>)%K< z4FXwh7B}8a*f2@oPw6P7S zukf=mr58F?qR?afN#AiRcE){r8#LbJ!| zP#O%>+Z{%1srN+60W8~!#cqU9>MvaA{~E^af|VP2)tPX7mp3fJpw4EQaS)iS-_)qv z$|nD?+ZW#33nN>>be70}6-3^E;@z;nSj*%1^@k$WY^?kX-q(u(m+9{mQvc0%{kg5wCOJF*%Mm zoAYwcVy>`6`Xe@U0R!xQvS1S-jhGzU+z5*&+jJB>fi80WHAbn5_{PvJQno-6Pz zdoQzh>63yCqr{7o^t?cv%YC2X7%&VwF6QwElECVYOH{!_?(BYkcmRR`QTjVDj?`KNrRDGz&rWNm4;g(Vt_&%1d} zo);Y~0(9j4gV}TdV7&EH_xfn>fwKOgw(Ik?mzQyJ@q6J445D0#YG9@4Gp zzYT+rX8)YXy$hx}VSgK|uUa= z8VS#{a}Ck7AsJFV`z3g<)89($xYX~dKFO)qMqa(o+ddV`_lL>%II@P#k}E-GliiDB=)Zy;GbMe|L11ruqujC%o9mcE9^P)}mLfq^3 z5`F%{D$l^@YLX^X$4x%ZH`%)U`AeRY6E(@=mD=I6`2Sg~mXih7Vdm4u%+tgNjefr0 zwRrC1iYX_Oc=?x&eZ1$ap?}W+-0Ow=-Qm#C$aumS2f3`3-r*& znk9buEL8HeuDM>C19{XE*#9QDB+aI}QJ))9oGHXbH7eFuL5D z>oHtRR@a&$MMHR&<%hRw-HIhLKctFID(-z_mGT|E#^O_+#Vrw`HnGgtaLakDWU@|G zk4omkCVFd2>W=K(mwd@h{Tta16%EE1zqa2wYnQ5rP4zw&XY!2jbYpBI<1}OEaRMk9R#<7X|fwjA2wJ2BPO2Ag4ypoRFp`?jyxTE1!}28)|HQs zhw|?%dn!3DVzo!SyFd2SBlXezbdUIYrkMT_efH<;W7+8(^J(t+tiz!)?3>CU*>k=K zUM*SrSM5#~d(SnKe@mi$$osiyajKECe(Ngoul0U*;moj-o(|FS@vFo`hd-lJq0jrA}N;pEVIYBfDYOPE?#mx76H8wfGJq^EG_wb*~rD=}(A^7i%h#Br|vm z<9~wxITzVh9}O|2AGykqrwwf%#HGC;`6NB7iii7&u;0LckY0|4Kr?pEDf=nnZ+D}n zLQHiQPGrw>{oXjd7}7Z{Uz1<$!s1KlIGpT*=-GgEx0%_x82n%mehdQRAYBG&e!}iHPW-^YHvNv#;dlhakrMMSnN?~z3QhsP3pnp0UnuZ+z&!K zSp$z@yHo+`2a#mR+3t$us{IG!lF7LeJnk{8RD?)Xx+LdOR($34uo$1Nhuap{e*%%z z3`q6*>@od}_5Ly=e9Z@&ivcfU;BF(`r~Nka{i^R|o4nnXKfCev0h*j{1w)=xABooc#p{3j#b_u`N!lx%1o2G zgKhP`0sCLVp)2_A&-(8qCOiSDd?(vq55eh6tB7Ly?oPt2=H9}OtVQ2|#}WGZ*xKez zs8=J+Tr5aVk_CE8E!`>n@LXPgpX+}i+nw}E<>l^1{(>*OBJw0l%~GD09I&5a#uA(# z>%HQl`*bMwGX^ZkxorZ=^)O%8AZK}c=k9LK>ea%X$|U%n9gm~` zF(k;dunP3-Pxd@BnU3#GXiZYg zBL|T0X>-TT)}*OOe;L_RT#vjQ<=M-)xlT?B9~4W9=uJ&BlTTu&r<05q$9% zo|MysSK-m4uBm0b%b?W5=wNdD1N=pA1azD${YP0v&k2WJAe( zEzOdvb}u^D*VjW>o7(kNSg|JdRlxjpd}tVM{=*lNak-vP+mo;z|4XLVRB+3#pZ%~T zqg=MtLm6GFbFA|qBPiDVVO}5&^%PuAT zL2P*{Zhrvj9Q;8Y!|%6@kQ_v3lQ5Z^JL6=s0Hxm6_hf15iU*;XdG}rnx?QW&^!~Aa zOJG+|midJjE!E4@SXCdJo`Od|R(*m5**BJ1B=w)_K)RDwU-(@gSAHh#J>)tYcb3w3 z72o)hm3s61)8Tl78FLlgszbO3jvj#tP0V1u=zk-tHip8dwENq&<;hrDk9T748CKfG zNs+oi$K%Aa*x5x~ZA{103-RD@DE&(Qzwmc6b{s{f^`yU5Uw84y1wJpyx*K^+f0!KT z|9+6@MuVH!>H!`)6wcq{`WSeOg6c^S2+n(nhOugYBOLC^pUs@tyJn~uQw6g9$&na; zkLxOtyBi7HvqdS4D@xBr)(wA)ZI`gk#)5yB)mtZhHQ+J5Azy)KG{BAQD!R~SRCj;mvY*i$*<01{VVad1+*8lZSGE{7X8&2 zQ655%=^^)zFSjN*Uu4SKDQDG-V$i`PTBq+T^nMeY_SEJAe)JDivQOnC@Ah@|V$vSx zot=F93M+^f#+gBr zD$i`eg5;7q8oS5pxhL=GNW)a$TWOSPFirl`d>h@ZMb^+`Y5N{lq$c2U`poev863YT zczj28%lVe?v9}wmUPPnRLik!Qos77h$5b{^XdPvQFC80yWo=bX$S7)yGw0tk}0bb%rB?&L|my$znqIM zqPGL!oP1=dO#3_bCC7Mbf}hN~f3Z&P#U|fX&apl!e!jr2=VAX$vFSA^E%z!jW*dy{ z$i98qev4~=$HXuAXHNI@X2r5>`>o!(;OQskx>ON)ho_}VcXCtjtDlqErypj#jRVQ+ zy;?+VN9ysU{an;-qqscoC=e7URnmp&@f?ND~hY0=?@Samck zZq#ZTCLBzrmh?P_BrDkGV44P%>9qb1wg-^rLP#9JPPIjxE@WtmUGI~vHICNwvoFmS z@VSxrk+Z*-N4*s>HCd(k`h8MANg4r8={Ss#5SPi`42g48-rcHQjMnMaeB z&`u7XMDbM6E{X{y=(<@vr~%bGM2wt1$v(^tJ{@F^zJkW@8es)3@-49eJ@U*eIeI@M zMKU;)am|8 z$^N^jFi$61Y{bb_%A8{SV=*dcNI&C$`?3Eze*CgsJFO-{z^#{Sv|-j70kE-Vkj^s{jL7l>~r z?UDM(GymPt&pefL*-i01m7PlI`!u$^ot8!DaxGhL;Snu-{*Eh)isAo4J#}T9^Q~ku zZ3^?`jl0nJ>o98#{N_UOV{zdUe?87xsnD9!l6RBmZqnpF!M`;93I|{EPVSpD#iHc% zK2B6f2Cs2?&0hJNcw@dZ*7sc~=U%3<(F=OKh@T!{ydp5`WfnP)m8#LI6b2rIjpOw3 zuh@}$_ruA48gv(n#!ZZKwyTqks;a+Qi%X6CKEntz*=?|^vnybkmdn}x6Tf$eskP`@ znFoCY&qMrwl9rXQ>2Nre@ha=vVftF=x_|W5%@xV~nDg(Yp>+!cd-?PZ@p!Tkk}3K$ z7MXx~b?8!FpL?`8g>ACO{6Nya!lE}CXCXGs*Gofjy**ndtKu7kM|a+kRv^OiwLg{xNS&F8qG5`JLsu`YWeQMnHRTVKzTcpZ!FERN<@*^W0gk zZ;nY`&4tGOlx8{CdzV&^LGB!Enq`Gr+Urz5DT(*V6L~DHI$-`KTKy#=)FxS?X1(ya!nvKsLSuB~%*FmltejcKA6}mTIq0%hf+9z*#l^w-5iX{E` zbXIQP;@Lzf+(`Ndu;g)(=o@xE*m&<->z%9D_ed1&f8*z=CR2el&?}VwY5*I2@m+v*yLT@lIC`!tKU9^az;b+4yg; zPgUi~m^6wGe?VoC)#QGx_pO;V**ypIfkD=K{qW~5*4`wl_Q!?Xxoj(bF2<;reD*Fp zW@5!r#{7fSsSW%o_AE5VW>3dE`uv+rJ7MsX_v`ble6P6#))(uelvnvqo;$dy^mRQ( zX9sd!UfT=uTfH~bzq8De4as~X&v=9W1I3+WBgpRgD`}q`ct`7Pn6*!FmY;1N=ps5L zC){Q{97?MDpq^SQ_1Gpm9rl53P4V_u@)Z?%lAS+$R(~@7dUnXp!0l{swcalib)PH5 zC1gK@HNN$Gkv?}BXC9Q3&+9w3OjfeoJ?X>JPaFR`++T#rn;?>`_v1vK8ZgT# z^_*QuUb5F|JkVdG=(&N$?}{7qAfB2PRavJEZ~t0fZ^86L%w2_%AM)?>=z1bfo`!=X zwD`dF*{_uBeQoFyYkrGi!_08!cs-kqaw;}?8?K^hWqMsno)JEq!0OAfb}aq>_W8ZM zHK*T8km`I|egxZIVq6uP+{K%A^SL0`#XBEso%?2c)Ab0wBy;OPe%Tem)wK9lL`YS? zj{3aQr%$p-H)D@C-oAW#jhW#ceXZpq?eTOa??_&T9op@p=?82*nUw9ZwySkv>We){ z^JRFmR?DBEe-yp%)BZ@d%WlUH^f?-?59&8hB_6ZVNp9Z>$H+ff1q_s8vRX!_f>^?9%gJ!$5SuPS?N|y(5brd|-^T!{>%H~>C=N03O)tKF` z=Z|a1)Ya&1^w~kYTgX$6!h)47nH-hR8#!4Rb6+w!0UkBhUIk3@4f9}{{^fgQ5iFa` z=I24YB#8%!0_T(CG1{%>t#`X(KQdLId!7hSp!rF7dMt)!WsrK0$q0QtnZtp_IKP%& z2eU(Vpw_hlJ)ZU6VA(mi`v=($a9t~&@(DXH@W~LI$j+kkS?w0u<^)MeXqJFLysZ+s zZ@~OraLU=bL2Uh(=$IXm74@DRs+Wrv50mW}mK<#csKl@Gt>P>zhIzR2Hv3M-#^eM_ zHTh)zJ5CJFGt4nQtzfo!o*d)p*wK79mVO(c5XS$?t_@k`DZ19dxx>t**OR0OIoInY z+2|gDRW~@~$yf(+edE*13%+_Dt8Me@$ilj9EX&uXSye1Zl-S1Of7j*OWAubuDT8okkS#%||elp5NeYbbz#p3ay)}$qT9yyDU>v%dQm+l9?15JR& z6=K{{I^89LukgAmY!|z}m@BWx@Z?$qJ{Dg5LNa@Fv=hPd!Md>Zo8i!mlAS5rkJ z`?dP9)&5pu)2-HSHtPSdrye|WvUYkQ9v_c6t@K-ozR4pp8Gj~f_X!SuP3}CoI1q#1 z!O`&rJV&y5AJ>)?`7Wc!R(fY=M>CP}a~kAH^hOA;g+w#jWxvW7+BL`gqs`FE&9~V@ zmHiO!8|P*6mLkoWP)@$JWg=EQsJ=eV@^g$n%g}JV_Xfjm9~M~7v$LvuME^Il?gsoi zm%ro$V)l~{(8EZ)?8uh?K_Zol-+;zAnw~@}-Nx(E19&T?d@*cswS zsy>h65y?;Aj^%3?tliEh@AJDq^>(XqdTZB)#aA2S0atg1L{8za!=>l6o52VEfL5wi zH}d)&z4YMOwY;AglIJL?EcPNqg4-{6d!-SJK`N`wSv>V>|9a!cVHkO_=-#X_*Y=|0 zMfB<`s^^qr3$Jp@=~gIS4eKVZ83^%Y$~xbb_tNoQ2s|%x-wW@Y%E|t!?7*7g@9|{# zRr^yg=oWL@uPl8q%der&E_$W<+$t7Xtk;%>HNi^ge9hwR*}fy+{TzEM(YmeJbcs0L zgJhZ8uE+2DU6ZE~^`TXU)HNZJ`g_?i`GctYhF&M~?5E7cS%shD+GO`^&lau7maL_D znlu+?S$nL;+MK|>l-4b9Iy-K~7({#Dd=e=ojuE><#{cjoJERxN^ zpqV6TrPUyDy#usI@u&mDgXUP$gswls-~@=@Me^n_YbSzlG^^J$r#x!j$d2ITf}V@j z3-nuumlYASuGKzOUXukT8J%9kpgm;YO!C|t8Ygtr{_Ogk*yWrj%LaE!8Y*NLoUT&savil6vZ$nxoyYp%? zC96ykTwDpa(#Fa2-<~kuz*|p+=o-E{jBTDF{ajWX3H3#+empso(S9)$Z^zr*Ye*fU z@Hsg>lQZgHr=8)hkZ70zDPF|3+CD~1UHv5lf)f=#SgdUG)m8V4FeCs%dUb!D$ zUqon(Gbi{fyWO)Rr7gKmr2TEQo1@JZEJ^L~oWxAE>#yL@5Np4J!Q=i~%A+2n`xGPg zV#$_R+@B-|vrHAT{)w5F^6Q*zzS%W-YMQKeIeV6K`N`}5E1OK!Ls@=zzIkbesQj`> z_%2^cBz~CQLkh7cCm@Uae5c-1#WwooJL(=fy~pn-k^Cs^DI&t}k8R(wSA7wyGRfW` zSzT+bQ^cBOMmT|;Ch@{YM6JJQIR*O98+WADR$~93#$LxB$=8!wsY__sltquShWgR# zgD^W$V-`#2)K3#@j5Tbw(HNz*TZ7d(Ke)^5##$Z8^RoBy4jin4l}#{v84KizTzL^F z*-QqJ^BGLexxmy{W@zgi%1J(H7uWWw=1b?)0x!u@rxZ+e^ zuz=>r@S?TGDT96gz^*6%DNmEhq};0Ai!7QQHzR3~-6ijmFL|ndXXO^;PnG!nwApUl zg)Dj|lwQWy*=B{BaLhNQ7h(DwP1YK}L&3MQ%k2X;+K1ei;P{>T>cASSSpNt}U%=XR zp>hvdwsABiXZdlkFx?Uh43hPVl}LdQGep?!wD?u6-OkhQg|c8KxZT9is2lMnBwDLs*~;G+Xn} zC1TdC5b02evN_3d4we)2*XxWZ`Kj__B(0^C-xElUH>Nk~k zvv>Pd+B9d6JpIlY+;a51)clw155ur-H+gbGem=kN&0bqwm3&pnPx_|6^6j<(oU>bM z3!ReVvm>q_D?X;u%Z+57&lgsSEpOt>CK_Hz`|QYlo@Kss^)5Q)iDE;Nje}kzNK9hA z8Y24w{`dplp8~yoXt5Ss-o*8_(AmLzwwXu1WT)N`d50GLS#b}3U&A9$)@N0|alSZk z7Hd`X`O}#9Em12W3tXa-jb9lmh47y97 zdH&Uh45^rwYM~=={##OY;}<)$PkxkSn7Erqo&|@!{kt4f+OtRgJ6dwEK;Rqs=Ar9AvopP(;{pJJc0;hjpvdq{U3F61;qPi#!h;G%f4fG^&L|E*nF zfxOfBSnk^tAx&y$JzzE3lCM991!s|{BCd>r-c+9bJ{v3$3Gz&{J;ckga%ncZo_&Ui zNiFqyn8>p~8FI&FwDu)w9tnP6?V;Z7%a_h8b^KG}-h)8T);k#n;Db?ugt@L}JECef&c_5<~F9;Ca78}sP;o%Wab zEcZYv@a&wINqvlqT@$ow6u6U9Updj5yE9#}}7Y+XfUMC zBkzx*W_G{LfJP$k+t8?s88vZliND6c_Aqw%jOOhNQE4>mloXrl@P%a9ynvVI#LOdw zHF9_8G=kkxEKs5_#eaU%8LA+JFLH29tG9ggc2cx#^7CT1lY#!c|KiLNiR zMouWr5#h^0s6LKl<@6f6FK6X9adIrA@5JkmdG2*2Tg+l*T>Y=Hdt%ykq?v;kzp_qp zZ#E)DbByaw_WNOQHaRAVyOY@Fcx*Y;?D3$hr?bSTB;1?tC9mxn-nq=b9oT&;|Ea^a z$yR?gcJA;_PUd&gBDL~5u|*?DWQSWbcMP)sBm1D9^d0JW|DTBoOX>0z-+z=fQkCXF zTJ(qC2cmCVJlKj!kFY}O$K7QPOfJnuSf6j}sjK{#w$t%#2px|l%}=g6f%c>L$o(ua zoz}@g`3W}eX48ry&oSgpF5gJ{JF7jwj(GxKna}2%O7?Q)OwJtkdzVz5d^(J5sU?`K zpOs*L69$~h$F{Lacb{dyMzZJZ?dpAf{vo+e;LQh^A8*lHZ+81gTo`Dy%=8m^!W#PL zq|RV0I-izr=;>0j_r&}Skj|ao56QY3QV(HxqFYydT1|$o5V{2?@>D;o;}2YQ9_?QB z_w2$qs+D}J6FfSJ41?%@1Ak5Sr__@j;a?F~R>7-Oo*zPVn`pBRQh9#% zIR^a?sx_f|f&V*``6A=@GvaExEY)}F&Ywb_EB*bGRwrmR+B=W%^e+0D>Ho%XOODxz z{C2MB^t4ZVlH@WPXNThF>&JEhtsP_shv} zGs(U%>So%fTG=KNRr>$2V!9qzvCU+y&llEFh<6TO~~PpL(m{lc$e z^avP#3A;{SwZy-}_{(CF{p!_9-k<#m*~gj+;;VRQTS)B^Grpl~b|B`AU2VSkKHHYi z;#R&DN!#PvSnIW8d4JB`)bpx^_b%rF`M$N8eLIVQOUL5CsPaDXoOk&hzP0r^ocPRns3J9L{IO(Lc?FN z?;>sQ*Y^<7^D}aF!PojEO-7LBW~kkMUk>@!WH}ylmw4}6;}7B!CD^JVJ!bNmw;?hG z&j%WBk-uNY;>oV*1M{*t^BPY5z@v`g1!EzYI&O)p9rQBRj53|YQ+sVTJACNx@$k49 z+Sz~fIW5YQY?n3TNBTWN{Ga6dGLYCvf+xwmTOTjr@Oyltnx7LfrxXN|^?n&l9*6Cf zPc0H;VoXS?w{rOI4SguIk1z z&sbZ%i#-FygX776uGh0gyI-M_J^ClYGkK&BJog!ZU zqTLiY$n1s8)0!@BOWT2Wl!x4eSU~D$=05;2(O7M z-&pshHtGj@+d$*J^?VioTf>_+h%HmBU{+&cX@CESyQe|F2ip|)-Vpzu5_!6~sz19_ zW2t*c{Wcs@5h+i&k`ca_QF2#tA86JstRhk)uQM(G7OxuXKYMg<_1QMo->C05*d*)T zt4KN0H^_`JO3QrPcv9O&Mjk5CwxekU(x)15p0lMUSgK?HP0PgnX0EBqualKARRQ)h za~{M8d;0uEsIKGp^)RD57M?7&bYa&9P)LRK)*?VPY;LaY3ZLcMUIjfS1MhC5Wp2M) z49mHPBYEFbbQz@GXz%Q6j(!tAhVt0S^xl^p`mpICSdvqB2aJ_wkjkJ{@xs<=mcXeNkTwvT+jhXt6`JVTbUUCAvEz2Ya z#WSo^1*(<(Oy)a@7S(9~4m5jN%ih2P4utSq;#V|He)86AxJxWqum8HD*GIIDXSSou zvwCYz*3MX%9V^p#^kVNUhVgOJ9@`t@gp8fdd2)K^t7uz9Tn~y(3q7foPD;6rt zF29jr26dgdO* zY&^M|EXlZbKde({@O22b6vrlsF1JIaAwAcN1-TQnMbCH8wSn<|W#imoOtzFSq0x;O zUtZwmDDtd=OlKG*M@$(A+^pABAb3QqxR`c_L31z2H-%E_$xLL+`6MZaEfrKjb3|>Ed|auw=I#o#@lmWS`Dv-xn-+F5PPQH1%04 z`rh?4zAVP7Cym&P%!iXHCvdxqXMM?^T%JY9mb!2U@|$Fr{Ga{?(kxZ*k`e!S(%1LN zWcVZtX>Goqdvg=D&0X@=dhdh3XNy4>nlDmm<32Ix0WqwiHcLds9=x~+=126 zn&dHky3og?;$Sfr+QTzq=hU@HE|q3*f0ftYz&59msv}OFPx_BA@=Ig3#=r^wzsooi z`12Kbd7kTwc&83l9SfscwBBTth9YixdTtZHp7LrBiR+7*Q}|Mz4&{tgTa3AcWuC&{ zd9?0M*43<+mBv=@r*_;21ub$a^Kb~ijG4ES@H)ul&UN;ey+Ge&0q)5UKVY|)yq{hF z$>nw?Jx;};5hTyPhDy93`OR~GC-uKq`aMIh$B-v?H19K8G>7%cJY)-ge(s$%eC;IH zr8a3}97r9NRB?PxacP-@0NqqSA`k=EI2H}#t}Rt`7W}f?{L^w6}3|bxd9&Z_j;ZdPmyzi zS7+hZA`y9*D7lTtC#HU)_vFCu!H=fk#II)Su0G9^zW?;Lp1#R)T>%cMqxw-{?rczq zuZ{UeUveks+M6_;4xM`-Ig>A^_C`E5xy-Y(U>18$DcH0Ro^*m;@@MYGkL(LdwWOZd z@V(KWp+`Ud`#LGBu*EKXIYvxwz=|)54hM=FuZo-xl6x~>OYY8`_SplCA*4;F!G65% z0G!?Inx)#_i$^`YlZ?bIykE0mnKQ`nHt8#od5(Us#pdKm*-J$Jog_W*aj1xRgqX8K z3^)NUEg^jfW_$71c=c!XWxVM>qy9#(R2fSp^1XTLZS?3&!aU2VuCIge zY%i$xZhlDA@dGSPo&ou zIF%Z2ABj(^_4+;S^Mp3p84iW!P}lun1}G!;rRq?!X1*Y@o$vW8=T$j(EN8+IvwU)ly zF(!4x=KJJFa*X4vZJ|HMXphjnmvNHe^hjei)9Qal%;}U9*d}*{S8AO~!=;VT2SO9c zaFX#_`+JZPO1a`>+#Bkryj9CMJnjhHUKrmRJ01}+4;9fy`?pEUReG4F*NpYD*`p2q zpAO~Hh2G|gJ69LhrlZ;EOYaxga)0dGs`tVE)#NKj^X`6RoQ{cmSR^?=ug8mFWbSCx z4zBG)j=yoO3U*u|w&wfX2yt}>d>^IJDlIlZ_)s>yAEQ#sbtx`a#o5%c|AXa{IcpZ1 zmM3FJZQdurSg5CN+aL(#j93kQEW)~Jg&1~RA+jZ-qe(sBuD57NtM z*H`12*XZ*t(Ylg3uNv7W>$?{u?q#*?dTxgKc}}nfOE1$lcR~MUx5xQuIoP(<)5$)0 z!0(&+%M1G0*Og_-ITL?7;eTe!0T^;S*8OP>_%@Hcge4pLou@fR8M&#xp5%9>>D&&o zf14Y>*I)8Jp2=#-f;iT9s+>4}TAx=!`cHokpwoNMyo-Lx%k&H`)?@qSH2qElsAQ#6 z8!v8Rk+rOp+()mw{!E^ed*Ux(>RwRa-+E|^c(KH6nJQ7453A^Xe_CXZR&rbw;lKaz zg40}8w!o`YMkzv`p7igGCqwY^CUGlgFjiVkq=N1P`uN@0J6I#<&W7;+RP*l2=JAtS zxZaY+2jkV{=B}KEnh1l;o5?MIkeGiTJhG4f4Kwv75#u9Bq~6;ZEcvO3u+y3&nUeP< z&*AL=Ll2+U@W~kXzQ}5|F*A4mmf_(PyuX>0??C27v%yJ)ndCguPb1$gJmXz) z_8XGlZk~FXMhD~k7=E}`pUJg4n^bR#0pn;;n2ci+lhIj_1G%l4;X19QvgqSNL0(S~HX>$bm7+rV-!D~n_d$R7OUrHs)-Rq~Ca!wSB=4#Uck{bK!Ow_9<{`o&LCqfO;^1Nqo}uIg%S zmYL_K!Z(073qGBUj;XaUQ4bU8_ZS-|o50LYSZSqL3^4mpvhV? zxAV>m@X52fJz9;2YFEs>-tVzKOGTNhpfv}(c8Oxivsnvm07P9DXymf%RJ$7+^H_QtYYu%B7Rw~ z+25H}#eQC0hIv2vJK3cdYFU~sXPPCudT%L@c$B}UYVu@b=6>K7*PjK&+~wH|mp9NQ zPr0AbYCbNedes)5{5{4$Nb=mT{LzSE_UA@=fqWP9ww$2a=KYdv+>|d=HmjdZ*5)M5 z>9(W!_(_oeS1U)G9C>i`(9dJ zM2ga`Pkzy@tX7#lAHc(8^XzK8KXKuB47~uC`X&I_i~bo(tzxsO!hGH^ON)OfDip13Es$Ghd*^ zMvwDtrgRtq0cew*OlRrGoe^SFFb88zGT4#QJoh@?q>KyvkVW}QGY_pzIb+!YU z=aVhZMhEhV#ah3ozll6^h?dtvcPndG#?<6j%1McPvExDh{EgnKvwQ9`uY^N(NS%RW zNAu$PrA!8Mtii(ppvBn=~FU#z*t_&LY@f7Rns!6Pf3vh?~2asx>9JB=GcyZo1^~{ z4@8|v3(`pp#K8I%_{TLB+q!v4HaXdc% zi)YvI`2FxEwS^Cda$~;RN-UT}*OuCB()KP`CF4L&Iq!z~t#~<=CC|pnV&d9mVsslG zeu4GfCp1g$+6J)5&iGNJX@djdOU@pQCrzG56^Gp>9#)x!CgWmHY|HbR4+#9I{IQhEp(B$7;>}mFS9_-gVz(wKW4#p;>c<;j-t_FgH?l8_rTAj`lR=}VHOuyD@5N&6XGv|Yb;MUFjIfWELH4E}qWT^C6t`h}jKykg*0ARwjr0 zU6*bCGdp|(wa((!5B|MShz!%oFa~cvV$or|^8k9MYGYNOcjZId3g2rxiZCtpn=Ifb zXg!Jd_aI63@P0|wTlLrs#y7HeHSsTb0(aAWJjOgr_g-vuh-*ulH+~~SzPZ1KC0WT= z^yyq$rW*DQ7?*n+si|Gv*omdPp|^~zi+S_6aLehqB2a6Bh1vCglW`jI(ORNb@}T7| zcq-Sv!TVkj@&4~g*O zjxDR{unDUF^2&#>F1A0H)skiERdRQMYbqocp?M*y~6*J>=l^K6KTq0Np0-NH}vE!+3uRDX65&^+zPSmEP9M@CjNfQ zms+v(nQYONz9s1XHZ->3&GjsOAK3?scd5ltg1+lW+l5qLinKpKK4**?iFxnBpfiN0 zVr0(lmK9MO(x?ukF6MvBXm+nynVs3$jhC~@Pg|SinZ&o+9Zr{$5UjyR9%7N&{2;rB zSI{Zdj&|bDBDi*8iSvANJ8T>3u{@*@`b63mP`$9iMAg&kA9)Sk;h>mxu$; zlfOAMuhBjkt2Y~a8B|v4VIGZ7Hr_lMWNkRYs4wGY@*h>!>u*{%=9O86wIRzik)#K1 z6oq2W0w2q7_aW;NxTTiGW5!(Qit#)lIpT9)CU*g{$|(Y$VXSlt+>4TRGE3bDj|;Ww z$6Bj-+g6$u)#Et@cAmtmQ_n5mB1-b9F+A`Dh>kRJ9bUPD)L&xF5>gfSX=m;89bq#5 z?1b)SRw+f3uH@bfwxEq1Gy0%(dCQbcuMekso$8 z_CPC{{vt;ajL9jcOU22mqS7hi-ksuDQ*kA`y*6l>eD3qfk}OYswXRK{%OHIfUM?|e zOS922w0cbhdJ}Kj(Y5}Q;+>*@glheoAJ0MIQj-24G?8!lOe3wNuN{2k`k^e1FI`U^$Rd$ z46i!_I-ju3CR|z%oy!W$dw?d}NPI6nM*7*nm(J7Q02*(F*-1ugBnGU-tNAcq0mH{| zCi%H0)9w}62ZJK)umGFRf^Y>WPV)0C3vDr8?%-D?#~jjqO`_f`JXAD3o)wZI`csI{ zrr~SQYr#X4nQ{`eTI0#XV&}Pdvd#SWD!+e-9HX!)r_vuZgLih#y`;OYp#2y=w2Adr zK|VEKuEOf4twCZSFy^lHpE4~OoZuy_v!$3b#2TMnRcN7fy{CXcdRTQ*N6z=K#lb3snsq$117bWLsJ zg{~Yf>LgN(W68%@VU@UWj~O_3Tz;V2sqo7V^gZzC1%sh@S`5dE^Qpgi+}r$dEnmoe z&1oz(n+?8#WbTgVSzM}){0`;0^xgrDJ&=FPr;BOWpR7x;bSGB7ibd<#hgk7k3PS?rI3=T*U=ZEQZB1={oY-q^Dfvbhg`lX#Z5l z?nv|JNZZL+*+Z56K|dNJPhYmeaW1PRL*m6SUWW%~LNVFDvs>$a$fjQS5k`MsWXzL; z-^e*aKli~nPiH2It-DFEil>w{{x77T4~b4Vvd6pG7rX{0o3%L_A|H@F`wlK5Ul?_o zxYCAi?XVU|_NC-Lo$9(PA-NLPt+1o5@gAnj3#``>ceAJDb`~k7hZ^j*NYAO)_ZIfm z#@7S&zl+~I%Q}ycyR*^8=qG1wMq~FMJaGdwcR=rD>xIV(v%*8h*^7j^ubs2EIeGgH z@15R#n3)_XYgt-dz<>A}~w`)s`T=hFIqzX$WQ)bY*p{?J6Z0Qnx3jS*Ps6f$J%Rj(()djLm@C5MTtupX_vB&clch0?`g(N~ zET%x?ThXUJnYOU+y@k6q$KvweYL;&*2IeXJmXn&N7k?3X@3%XwKev$v^<2KhvDU5ENRF}sgHFAz4jsP zzqqpy57uI4vSPd^#`NVwb47slSofl_s*7mD%$m#a>SF9^0JTYYHXU2DE^1EW=lIZi z2rPpB8?OJIZynFF`Ir;Di?Y`nE+l=rakF0Gz+)e9ijnPL8 z&OP?+Y(_YdR$1e+>y!3Kb2RX!m4KeDyP*3_|z3?TGO#LIdd}V3G>rf zh>fFb>XY0^mu7G{iS$iq+l)pz6FLeKPx1T(H0x&U0j!k$6UWnMAhy5d?;}WY9bK}^ zZL|I>Vb`(Htjs#e?UCJK2aw_!D7S;yyV~9Cce}#unse?;jsGG!vST#an>*`mD(qSt zp&E~QlLT2atnvH*PQEmPS}F+Li?buyJTuA=IF9k}SGWvk;e1m+gEh}$!DK40$|9BZ z`xhJTAj6ID{0u+u_PQ7B)?&(fV}C%qyIggd*2Vbxc3gO$F3G@=x|jdZCeDv@oAr>%2^IF_T6P}h-GtxE^m`#sO2*bx zS^H&mvnzd3$KKHPTVi|WGLIx(@}y=ZLgL^3JnT*N2Z$EG@vmgY&RmIoSn>i^vtXzj%R0aZ7nY*-6m2k!Ld5* z(-Cstvhmvxx{e1e$FW0Vi1DWugf?N!CA>d# zVlOZvju)f%V!^lY&bqEAAlehkRn+c4f@j3zyxD9dB%->`BJIWY&DueQg<> zngp>^jSqKCiOT(dMw8=Va=Bh3`2syOAy3u`+(4Q!ys;sVxgDd95X-Z_;}tCQt}+*ED_ME| zP$#)u@5IAtuH}0JUsP;?jv6QVUvf@>u)3wUB#@=r5 z+78c-+IUV+?L_?%m@`PbwVj(P0(51&?xZRQm$AxBaBQhwkHgUp;#+&;@LuwNC8E5{ z9?6lB=bFiikTqoQV*YS3_h4gpDX1OGhTlOrGwpXcllP|I$S_bit;ZHI~hcZ#`xV0<^@{sl0;oR^I^%48)) zA-3*KzH@nf_P0Azt=o-4`?QcJuWztxWl{G9C1&!wvC8N9zzd|zEU#7K=5?_6mp5Jp z;biAt^*f^`Bb(Pp_E;*oZa1#=D9%JxiM#X**ntZ;MIavdNR$+(_<0 z*quCZ$yhLpRpux?TdD1$*Ge8;3_mW^_Anzt_6A5sx}A8_R@r3II7qC>y#B|uGk^~~ zK(+<^;vaI=#P{5@W`6JsEIpUqu5>QhQgdJZ7n`?c;WMDrfc*+N%F3t7k3Ack1t9kGyd`*!ScHdfr%=85^Ig_YtQ4i)X)K_NijkV~)I|$JhOx zED8-1lV21=yTJBcBg&H^+@DyNUEh~M+k1G^4`PN7rVx4sPx}r>`7YsfaS7hN<*BON&EOovYy|mr?bTToyO(tC-DS!oZ|Cv z`p)N}S*g8;WOw6OW|`+o^#d{{m(=6@VYl8M6ETt%Y>>9g@|hK6$bK-HckvFCo`zW| zmL3e(LRh*KziSj+H#`pEANj!zu&V^0oqEr{zL^!eh!uyabC~#9iZut4;xB#XJxE~@ zq+!8?4B*~f@Dm4S*c}gGfD5+ ze{ipncpzyfvc(PTdjXxd8^t#9$aefXbD>MaYY!$DRpul(&Vp(YpYk4b8y%l@m3uA* zEYVV9B}d-{bVnJgGkvEVjcCF`RaLh-cyhJvEF{7Z1(7!2g9Y9UQY`j^TR>pJwlY2tK5dN!cCZt%4)6?M7hfKd0p!78iDk$Hagw09u6bsIUOkYUsQ|bYJ^&5Rh zium*4vOu5D;c6*S^+vu_iKR}#zdCGox{__km3dW9vR(Gu?ympSwR*F7+Dv4~{yzVM z!TF>aO3GJRX8;C`A>sY5+wNh9)#BQH+PsK%9mT)HvEpOWl!aJlpGIrtH1!UE%4u|O z3#+eTSRSf1apZ7T-OeJ<>1hSlkJQT^HtEQ+wRqlqS|yXrB>0}7)rxd$z=p}PG69$B z!X~R4%Cdj53H%O+Ep5y@l>qN@Dz-`1F&Q zvz}a+>-Pz04P>e0T5dqv8%VtkrjOF=`GOdny@+RFM)I1jCHY2jE-Z-BS&6woB%cV& zu#m3Yetr8DOsIR`Fe^%81SVCzP-uCC5gJnJ_+H~|Mv!?9(oQwSz6 zVN*Fa$@-DO?go0hddQov2ef&PGY66~Pr$B#%ri9ouHdRYE0weE|2vG$Go55HNS=@v zaG(|&J}W++i>v1#@sSw9ue zD@2x6;_*XJZs1=gu^jLiUY8vx{)GJYd&N9%+C9X*88+N zlRx|e@2Pq@1&_YRz_$GO5=`jH({d-g%C*nG%B8Qb$n~?Iyji<|EY-1QCNJsDq8G4n zGQmEt@9|>VIV`Z;mC!sb?Z)|EVLMR&%Q4~`-gX~(O0(lS)?ZKm%W3dE8?2yzu9J_3 z=F@n2k#^UTFMI!vR%Rs$_p)GOY&myM_lg6%_;%){W%cp~x^B|WA>>=jyC-X-0g0c) zgL_$E9{GyGpg6lMFJSxzUNeghOQ4#a2ga~e@(2AVDiqf1Z!9zy{!8FDj4$QQ#N+JN zfYd*TFjw%CWNaJ2SMFlRp8WC!410>VU#*`!z5QA3<=S{p47ieIf5H6g_O*FA-n~N8n8-st!1R%Z5)3^d^w%>zo6dV_>(M3_rdWIUVT1W zwP&*jp!+0mE#~`fO!&mlbjLP{X$wjEni9#&atW^W!N` z`8?zKpZ+UAWU6*nvhy7Ju6LhsA|6aLg4{y7k8n8I&>v;RjKaB(odJn!UEe(5$Tkcg zsn%S0tl)D!9Ni4L9oRREUT5;Aq5QEpHG}qRwRxW_x(~&)AINYnE|gF< zk*%?xnY^qdW^IJWJ}m6Y(r@F&;r#F^I8~(0FMR!d=q%=GjUku&swbeih;B1o_w}Uh zVyGlbPUZ{F^(iao?&L=o(eN~J@?IrQ6qDY8=b74gnYN#js~6k-?bD%T&Mp!^LOb(+ zFJ#%l`1gi0zdG}=a^Z6B=RVX%O(k<5brNaMXSbB$hj6cpYuW5@zC?^K#~asc|322q`?)%-RssJ9I)1hC`_cG8b!*}B z!UFzees@-l-iD_;>3%VWf5di&z;qUr+hN_g+Gv4c2Z{3~=-yhNYv__utsSki2kDu3 z^c9P3$Aj#?JWagX0EgdLxr<18Jt|LQ?}ua6mCEdbsjyE5lkvRnAhDnoy$8VeOIDfe%s;L+c4_lpNF7bTUwH5H zaQqprl|_Nx`n;J2&%u5>er7#a4G1^T#&FV)BH3Lmk`*htr_M9RmFixOE!!YlM;lW~ z){iE+<9X9)91lN9Y_@*6Z+5Um#_egw%|yRe5Z~%&7Pb#p=Mb1Z z1nKHD%=-AI#?{>GETQ2BwS#dX*6yp$D*VYTnL>C_7_zxf@5S!pVVbq=o5iaq^qSfC z$-U4;lzNPeO)>lgKgn9KK)fo&k7u*QK`=WR8}5X2WxjA5W>)2y9~((t*5X^@!yRz> zN}M}gKU+nnF+6(_AA5~GD&xhyeDzSJbI(*413N*ZBuVao_F`wo^N^{0vx>1{8zl0s z_gm8C4P!$Zj_~PTnrFN^hxZNA(oooE?N)1^n*Bf*YVlIK94VF@=&oQ3%^K?eL1VyO zq&Q9g=dr*%ZI;301$xT9ihXGM220+iM%FQvX7wj9_gLq?Wce~Y>?Rz_uDVC7lWT^j zjehkoU@uHoI(ig|$}5vyXWEeM9oQAe-bPA{qj4Rw&Gsp8f1Jr!{23(r!+N_q zdHQ@N{QK(Z6g-~+zwX-29?A!ajmaF9w;{>~ z?xQ0&2;Mf(8=kea>N%yW;aT^;oW0BKvBpHowpj#_^?8ib?UH3HA=l8Tf z#IbWA^exYs1I<6MK3uJ>se^brgn#mSG@ zD6?Dt)_!sv-Qa9?G%PMIbi>lYBInx$<4Z=_l4N+D)Km4<%Q)0Po5{FxDE^Gb)a=KS zT!3Z8{^hLsiX(^P`OEa{ptbpGUMAWz!+hn~9V`D>%+l}gMocDE(h8MOSICO_locVu47cbAJ@Ekv4Q z`Rouevv`3g-t1cL1lJ;e&6-7$^KyQ}MY(K_vX zVI(_9>11plq;{S_XKuwVnpP1VUstn*qsPH1d5NFl5ywL92mY7Y^uKF!7kM)$A@j>} z1(5w++G1rf2>qgbRmXZjd#hNMG4dAdD9ws1`TYy(WgqV9IF-HIEBn?$H1Fliry^}~ zPi=%sTR3N@pxfBxP`;QM>0O*T5eqA6c?=tFAl0)X(0=4zLHiAS`Vstk2WwYi!3Z20 zMB?47w_1%4S+z>R_2>mg)(+74kTtR=Z`R*r&%(X%Pe!loYf&Bxr?c2%-jr35t=KK& zS#rL;XWUEvr7mjJ)x!S#@NG=0$VCsL|C27s;4??xT_LcAH|A|x zW-?{hn*Z?XJJ#$BjSF~375=k9B-m<{Z_0XEeVYsoS^Hg28(RzR$o|38%nq7FzGjfx z%<``nj3Z6_eS=;*oexV-!?NSm8^O0TdOrw>v0`9lHoK6PUB!cwFyd_3^#u?=7p}rx1gLo6Ru1@z}1@}S4#qrxkqReS{3_@%5b2N;v!{>ow*KoddEo8Fy zMr~1UIXkZu-;<{)@$)@w>7Y#d%saz-#LE7VS^}?q81)REW~EqX{pUI~xh=OlQk*n{ zSbw*%E_q(wVcBEY;$ZbQi9o|?pG+T>p!+?$J;sYpCjCC1&<$qE^ZbG9_UwXDll+y$ ztXXb^nC$K z`=1s{>Z>?!$(|*z;mBY*&ndvQg1Wyzv9PhEJC44lw?oOjn$I7G*Q;r}1tuGK)DSvk z-N0+)+-#gVm=2lKc?xuXXWd!iL#}HY#w|BNhGixib0(-g;Ns*!yOJGcsK2EFVsR-UCs`5DPp z%V=?hIQy;$Jdn+1h?EOlAD;xd8Q3~r{TXU!?dVoof5zsS>u`?ptI59@$6jZ<{ltx< zpz|!tHy4e&!>21r&!tskc<+PLASi!_OFPA|4@g*%|6l5wJo#~x11GBz&oe^pfW?a# zk(G=cm3x+bGHWSMNB+e9&&0Gfd~zz@-9)E6eQDw+&pPTsYlVJC`M-uF_v2J~b(Sgj z7w!9y;2GSWudQVEtW4{ku23Guf;@+~L2Jpxc^y2jcP*1^^rJB1TTv+coEBl@wxp~N z`*LKRfb^AR5Y2i145`$pc~ ziX7Lo_)}t29qj)U0@<0Y8_WJn`nB}PD)*;JJ6ELm0j4$7%9UU>{a?#>tHJt8@?VJk zE&2J0(Emk^P2@ivf3kDd!y?gLBv~)cP106&p*jdxZfCLV279PJk6`cLX!eqxlhHa^ zc(WttkF>9k*+2Q;4Z4#_mA5)|^|_ukldkY zS;aPr{uhXxRUJ+Cy;;VjkvMuh3A5X1c1tS-(GflmWtsEzaRI)ZNV0oa;s+M*&U@Yx z0WzQcIXE3e^D!dVaU#~Q@XszpdA_q+t?Nnt6A8aD!qg^JGiQ2f`w#k_4cjZkzh%(A z99wp%vyE)Y0M(Zq`^4n4aPt`+askASQ>j6KPRly&bL={^S= zMzc@{D0O0i#~}3t*|NLkC_Lz|w`qF4jxE z?BLy$Ek?DA@|yazYvK3L@ZEFa+0FI(tq_VI%+bOZ#-6j3*(uug!kDAjrU6D>gm2mZqXDe4 zuU!lJeTEC`jn~(RH}my*x+sx3_Q?@5x8O?b4&M%;{d6r9g>e;HRKV`6I!a8e@91Mt zI?bn(oH-DN#o?S?&VCRvOZxUGuQ;6^2au<$-X@8~x8hbY@!?;(%n>>Ad^_2SvZr$L zlNHkLb>i!#@U3V}*bUzodD2ekS^2tMEEteU@3 zOuho<>*$uzGc%)l!Kn|V@21lfwmrHa;yyyBvmtc85o|444`KNYcsj*6H6O00`K^G> z-AGzfsi(C!nD)(lFRsqzV(*o7e^c*QVsZ!8`rU6mlKp3#zeZb``8LV9o}$I! zlMu|c#aR79LUKK(<@Qin$NlL5k1W^CiCbHhUkfugWC)NKdu3a*MVHI`f`r zmG$t`SRp%ezE98cn7K_mcVgiRy;kRuJuyA2Zq^h;l!w*-h?N)k8%u2}h`(dWHH}vu z2cr*-dwJGGif9eMeMtT@+5a|>;^iKk1&>VDW&TFD7m+K)}LBio>MbMeGh)pS zE&h$mpQ`zo-+r`QgwIbxHG525VcgqIs@$j4WP@a%TMM~7nQw~gkGR4fO~L`9??uLr zWF^Rx(AJP#%nnP)cq9(2*Z-9yEX?0?1;5qj+^2Nq@h6iZ`IqwEvw~I+a7~fyWLcp& zO>g5#y%R=H(CIE-TaR6z5&^pM(Xw>e%r2RS{|KL!y*4kuf z)FEB&C3+Wd?O$~oVQWj;T!j^X(ziVC{u#>2+%|*vT_WcEiU-LGca_-H0>YPIaI*g% z=4cJQ_r{sVdi{{Cvx`b$bz8#VAf9zS+r0^k<4HCQ9+|OphG>->J-74nWQl6yToL%Z zW(@B`>&%I63)?2jj)O+tNIs827c2E1&Rr==uZBY(eo)W(2aRQwA%CR)&xgUZg6oWr z^t?ow>>%<2uXxbWtVx){wpWsMhA}L6h8f}B5Z`~t%PAzytf9fd!`c!C)40&7$x;k9fy8$&aPqp7Q->t8?-u`FH+Tlh%K0Kl?-UX3=HP z-i9%Yl;6fSABa7FiyWB`oi%BB$Jvqnuhhb^(B7@B<*sKIvfEYS@D84EHV>T7tM+s5 z1OC|p4q5%$T%GMWyB>dUg3NgGRD|`N#+36#)F#l4FD)bG77=BZ5Wk3HC$ z_uZKlK2|@&@HneD{>RhilKEzzFA;}YvUZ;Sj>m$5YQ2Qvo3-9S{rY14M7``$?tN!# zz@rrTlJoQem~4Z2BHbOXMv}4OeylDl2G#XFS?tP@>s#mZ1nq6Ioks4=uDOCt9b9{C zqxUk=Xqgy&D(#ApdkAhd68Xns#%w)ikGm0cn#ER2pt*t0qt%OlXOG*=vCNFMWImq? zt&a;hIhfpgecMzJ3makN^*)W@Ep;*PFl~=962?n5Kz$(2-VN0swUmrH%|wY-WU7oM zOT?sO$@{CTu^+HBGkGh*JkMsb^U9fg??RrLw{Bng`-1-mv-E#P(@VwNVyw3sZ*uQ+ zsdke`?^O&ug=LZ@vjqNrptlM){SRbE>N# z@UL)e!iPq~d=&PMB}>VI*z<{=>tOpS>P`_Sz7W|b(r6f4HiScVrRpNqHo}GfX=OYe z9>Ls&dVN@IK0(x(ftS@>>9pe?N5HYW2vi;mx9a%?N3*N#pK4dd!B=s4A1spDwlj^M z*3WUcR>8NIXpo)JX7jfDA(uL=&Kld;=NnpN>~2Q;u{3{P?@x$X_38gN$sc0LA#|yS!6TGQhO0C5`yi&*BSU*u zZ_b}KY3V_B7_XOm++DU*a~vKWUNC}Y1wpcRWGA)VFx$t5*N|ujUw@F_jW()|g=DfJ z=NczF{>6Wi_o6uNFNVMwB*+MN1J)c%qdT;m{Rgu*`Q=z}gm^X-;x#cjYjCn(>vx#* z0Br`+_iC+u=|~YAsLArpXtPzkJ_;t8Pna3)?bS>M_;uudiFfv;8BYq zIu`iS>1>fTpqT;lEEJDb{%|qxb9%k!`|qsu3CZt~h zd>gASgwVf^JPP+)^g9R3w?Xr4b*tleX}**v^2t!xoNS#~qNiSxPkA8?+hA`~IN^!+3Wt}ve6s@ERMJ}g!|N0&=6=R#O+bS3})Z{aRCHcV7DGe?q}GH>4ZIFel} zim}5aku4fzt$TZ|6k@Tp?g`3~BXhcELGwsjJS{f$!qp!zdmIGL!=+g)->t=z_2>+z!5JY*I>3SWoe!*bH>Qu+u8&QkAYzwg6!u*mZZ9~@5lueEdl z9iKHmpFpbSn@qUQ~)o=kuv3a%zThQeHkeXGS$ z?EJcV&FD~$l`7FS^Xh6SGf&+74E}YsQy$LAIguxpf7Aay}Rx zuAl$np^en~iTfZLK2du@LK|-m5-kr^gvAuvtvX9d2=pf{gJ_ZbnM({2S<6L*t*z8G={JhzdhDb|bh=^Dz29r9LLtexk(?nEprV z-!ZY2vc+)X4Y~{|kmW51bs}S5*1n%4lQ8Zzw%m&MuhSvVzfPs;`TE#_`@7-Lm&|#~ zw~tm6@NpFn$&<-a5PV6?*Xp|g3Ezk9J+9#EVB{eko~A&ocT~Uy!W@yEZ2Mv08o}zD12+ zlVE(QV-v-=?4ghu&ZlW>s}Uyo7K*|$^J11ccCwxau=h~*`HI$8Yo|SnBo9|dNG@>Y zT#~fC;Qk2y%;mdTC6N`>S#|R)+?wM`-VEN)=E>I+f8L|ybY5@(8IGW9Syv*v9k~eR z(dPt`t)yjrzhB_#b&zgcFXDKzw-qH*WAQb!CQmZ1b%A{~ac@6f`Mt9<>2(22 z>N`4^Mm<=gI4z#Q?S>?H915Sqdl@U<;OKCEnXIE9;O>n$^N;iMuqXKtPJmhsRxJ<3 zud#Oyn>S?b`{2$oQG@{3mC!Kly)nR9uP2#rL|<$Q#GGWI2Z> zuaT%bkGT<+$=fgvGX{u;y`bI#Mql!+jdZF|P&TVgKZI1WKu=O<3xB=J`S9&)^4EpI zTnzb|jk1C_Z@e48{C_;97q9wC$@|H673E(qR#d6T1`V+CHZ0tO z4XZHiE&M&2pVo05bT(G}h&StDc%sPk38rVigyg8H=vxuTUKMk%;Xz+3d!`ohgz+M= z=UFX|Bu!SkXZMu4N=$}O6Loty@@)ZAN@($Ta{dD4Ym9;=A+r#B-!lqTqe(rowiG|I zr)YO99%&R9rKekP;CbA5oCfbZlIO4G#pvJgA**Dw$K)&e>WZDK`1rXjmA(7Ah$MLr zU6fxphGKScT*aflasDV;XRTvZKcngRFKm((<9pHaViM%7#i8zm){yK5IOXkE@)_U4 zZVmXxVKgg4#*@e~N!$1G+3`Gg0MsuMIg%r}0iVdeL{0T`rdW0Ztg~)1I{?(g;wCuQ zNIz3}T?yyk!-ed6a{{ZaS1)^MK1s@{Vnkx$LUjk}HQ95n#+OoRJ>tqK^8r56`!aH7 zSL~a}KOa-ZI@?YZAC8x2@WE{?mnWv#A)-BxAAn0&VOI7Rx>eg(ivz1!bT=Gc!?0lx zIUb*Pu~sstK5K+4Ow+;YEz|!Edbx{@CgV>^`|TKookOL9Lp|Wd+}ohi7&nmz+ILn_*`j#~6g&)bVKHKPDPV`x8wCt|UNs!5Wq~~b&H^e?D zsFz&U*(bWZ(y!rSMVgd@`aSHu2HVe4dmh;vvrgU+O(WYfYx>AsNj{%FFQ8)sBfv8(^)<_7Eyew=>fgrXp0pV6Xm%efL)sJd^D~rcVRoJneM`=1 z;>9^W7bfjc49Gq}pJ?qNE!`>FKBVqW@%caquVU}J=y?(!Yyq?68#|Jwn@K!~C9>YX zjJAJf#p>+xsnIk$Ph5sC8I_W^pqjXrjMI0(^cgkFxav3;t6Spz4qVOq)1?ra!9E*E znR#fdpnbYF?o;Ab_WWDCf7;PX5S_|CheGXkM|b;P2Cg+|(3qrIH}bOc+u>Rr!%w2o z=OS@!xSfPy!6U0x4-y-GhTjmaAFjl!n4FacYedxKa(bPw=DmDzmfYsdEuzXA5p||s zSHobs5kK!2lR@cJW5LZ@KZg~v{yVu7v+s0KmQKco?jp-H$1m4&^0GaR%ZqSz6TZx4 z=>fh?<+a%(FLT=4@#Ngu3}LO$`9bax_WAZ4oLg!2G>kr8x%S4-4fJ{j%8#*PBfQC+ zp1p9)JGIP{xzSiS)%n*TTt}o>z)E@_LhfrFJDV=q$)cs-%o_YvKOge43B2(T zvEg4_{f#HQVBENuC;SS%JoR5DQuHNVO_Ch~rH1-kf_2Z+yb2F&g_l|JIo!CCtC-B$ zU5?ph@w+#^ego+im~jk_XH``0?H}M{*RkUdRJYjJvz>+RgNJ`BB}xtlN?O%J71fBEUUln2J*w^A|(o zXxy&GzcQycoZCdM(=jktiZAFt**=ykn^_21SAUzBayDrSL$;dem)yPGG2vZpmE+f& zlzbiXdr7rX?KZ4-wLX$P_%ck$`~8~EWWUqfjBU%X>lEBcF7_uJ-$uWEq%8yGd!d&M z=rxV9+53EjGJVwFz-ImN@ED(8$A!0P^EeylJ=K@wF2@G{vca_^>tsax6>H*s4GK6o zAD5eJdz-kp1ryroC3h69{Qr_9n`oT84*xmR6XL~Lz7Fr1MmH8%$5+19UlsCvXI!f!DrGfgEnf6E?4IJquR5Exnw{a>RGnl8 zItb$5(*7-NzD=IIx$EW{rX;I8rG<~+@)H|<1)VeWk-1v+#kjoL&Aja`ut}zh72@dq z`1Ghx$;4L`+7rd$nb1r|pP^#p{=RP%Gt1%Jt5EMxtIQjJi=D@dtnDyx3ol$q<}tjb z59W1($$`d>QCiFz|B50>KUx%aej*u$!7n>-yrRuMF#ZpJ%0s!ah(DC2&%uR${P8@x z)S^Xi8XYN8J<47U+4v0pwuFZDaWr}4FM|FVJg)*h@21;qmMP;ZA*;`KIGzl#S>w@! zE+0ebEOFxuzrV9ieU{9OjXbxTs`gD7Qq9##3EFJqZy%6jI*Go+n5+TH9;AJY{(oV? z01+mcIkVH$^AI^pAB|bA9&J7qy>|1IyXe%2o)w*MujTJCtP{T9%KMVDy99)??)rZH zeF&3J$Z$7b9?JJ$6MKq^9hq~GyZOS(E>@&9!<+?bvWDZCUG@(ng_`|3n>KgdAwn%_m;ON@lt|iTf9__5d1vThP-#c+^xY$%*o!qd#f&8mzpEb`?bB;+XcUGQA-5 z2&N^&Wm^)}@U0!Bl9BEm5$;i3%zN+#xY3rcG~|hwtMj9=Zwy^qIo}xuzv`+0Jn=6&3e(Z zyH=WGT_I89I$qQX{(JaP5u@=i@>J6D0#;2f@iMHFSbhu*e}~h0{3uVpiCP#6rCUU; zrfk<9pB6gaPYWmFMHlQU#zJ}4)yX(`1(wCG*@UX}fl zJADEK-!^J~#;cpcExWK)(c(nM_hM-Yma9aXmuYtnhO~s<^Ga;wrz@b6Z0z&d`xt0v z^~0k$lilOW!y=m z+4(n2X~_N$;>Uh;c+WUnL!@i3)>v94Z`|3U;rD9nul#fPnKvap@g*4skHXnDIJ6Ff zE?4hCo;Vs()g50!`eypx%jS8;+l^(u$K00mn8s3re9oSbtMT}FsAV6v`%Ty& zI~t!0i}kEKjP33hFK#E-9W?#S)yFY(&i&szn13_h>Iv}~e7YV^-9x&p@ji=$ndNi< z&&pc0jAoCr_dG2u!mTeIUqY7&`f8!i53x?p zpNdsyiH;o#u7GEd^iQnsr+&uqzR(#cx@9M%2S}Nn5=xWr0_?nAt7q}S_jykpxFxqu z-pdTr!$Fun3-6j~FT24G@>@aqtPFpQv=5MQI(#12b4xg0=qe=paXe1@6X`e@D_7BX z5Z}(Kh$Unx0@E^D%}TV_>3k5$CbIKFBhAaW^ejs}q4#R)zAEZH?g}f<0&<6zS;BXU zHoNKlp}x-MKM(P_!|@@{u@2OBS^jXRHcoMcP?T)PiWZp(H-mgF^*Rl!Iv5RF!eIcp zZ-nCHPt{$ptVL#rItPN%G?g-XAUM$R=(GzTTBg?^CNv)8bE`;w4Lj`clRKMDU`C!L-D8xTA__I&OJ&uosD*3Dx<#zY^Pe8{9uDiwvr1;lY4poFy|AQ< z^4Ew1nTz)uc4vKYD^lIc!u@ETS@)UI@Hh*OWUGnli0TwW^emW>Sj-_nY8Rd;)Au&laBvWwjO!14ms;uE3?o#x@3LSIQR|3u^*J5f^FAo z`3^Roq}}X}HO7ck1GYC}P*yO^;%&*Cu^GFb!O(WJuC9fST5jp{Y>_N)m>(f^T6=`t zS>v)@@AZs06S4gofE_O41L)8J06-hzWo_*G@~cH?QX+$S$eawhe|hwS%r z5B)zkvgh71^CouFvpUwUQ|>Zye2$4b#kiVkWFBB;zOur(s*t)JhyN__lp|=h5i+@- z&d%ypF#Zv3?#IrV3B4R=PSDqrBzng6$4l&!eY{U#xhqJ2CoB#(vQO4uWBKU-=3 z0NbuqC)tsEvHqV0qr>s!y%rbm_J0zo_uyJ%apn!}ZP3S1618Q)>>D}_!(LPBPoLId z)<-aIpvBk8HdvWWSdfg4H_|^VUIx)E&$))-Y~DJx;?c=wH=EV--0d|y8z=&HbR>Df zuHw0QD_>O%dm0x1kuq9MR=NaU)uY#&yfGP}n(1@4b9Gta7838z0=Lj&idF})TPw1y z=4E3@_7@+WkN11=`EIOjs8lQ1HHCBL2w6)OUCHN?J+L<<>agJq{a554{j_@p<|gy}a@@-IW9e2# z3(3#YMxT4xIoYOv)yucqs=$)xYH^M~i7Ar9DdzRh7 zmLm)B{U5oq$I*K#kzAYhZFG&9DYIYx4XS05Fo^vU`nJ1n!B3T)H=pp)) z!-2ygzgoY^16IdqliXC@d1_Prog{X?X}oq zc_BVz{dMMxB|G3FJ|Bkv=kwJQS*Z^V4l}}@N#YV>M6ZI_f3^~5;7BLj&s&&U&OHp* zTaEwO!})gD^j7v;QXcAiFY)+&eP(^bw{+NR6nUIyTp*IX45vIz%1-lV;?7C>e4j=e z`P@@Ve*&qWSalQx&Zm2Se!ftz`&ebDkuiJs{8NC?pXB(Fwc9$kM9r;q`U0LWLFoag zTng!7d@nnE{V6u*9(#i8nkPiL`15G?dw^$TE^&5+T}k)Nw3^^-=KE(y?Cg!)L0hNe z*PFa1yN*wSa<2Ana`q{j{J{zx*gv@dPB60V5W9{h^%?$vQjZoKRbiGhj$f?3mtjt8)8sHS`6U#S@-;1!PqetwmbEm=Qnu{)<&ss z@V=?mcJr0YddTin$6~7KUF`K{cn$FU7`IrFKt1;H^h{ql-bCu`>;)M$hOn_ zgE-!S)~{nn<^k?jHyNwW!mxA1^IzC(vN$jtT042|)uLc>`+v$~Mj2xt#-WKM%Z|E- zLVYTvlOg3LWuDT~5inh(x0(KqVd;0FxD0b{=4I>De2p%7VzmmN?)7OJnX?8vbA>Y} zFnLn$cLne_D_%kNB1Wh(cr^>-Gq*dtEiHz~8nt`FD64(8k}G*)<~x2R*5&=>dn7Kz z7v93MyVY8^XZTAybuZKtWwogv%XPwD2m5;G)u>SuluuAr^*$eMnRTdQiF7WLHe7+Id zAJh3b7VV40kBATL*zhXtJ?e9Ioauy1m-6^y;gr0irQw@BExXX51Kwtie6ERqX%0UaP=7>t5HgYe}Ay4FB)bGxs^w3Zm@wdYj53$yWXhjwf%;`K(Zj zHzeC{4fo|ii>$AHhJ|i6R>hhh>E&h`XGZiU zh-_1HyX&p&K$`4}9Sh>=U3xr}RCBesKii##(-YLK;<_uVkZu$aKPm9|O=QeF+`pXZ zsO1?X%PN8%Mz`s%7!G2$Jlja_&EdYkC=UJR|G7B1Pptfxp4YPHSU&e43A0Q3mE!+U zJh=gj=4ZQAES=Ji9v!hxTT(?(LJF8AN!!0tGAmx#4n0F~FTu~%1)#bRF?E81~_Kf}OXxmq7 zbLn+2$yU+5NdZ&uqvig5qX>59ihaDJJstT_Z=DL_PAB{-Ou{dC(zt>V;!jsPQ{hvT z1+rVf0#WLH-)6DqXz`*a%pV~6V$tXi$YgfZK9*n1&RNg01&dCC$`K;tC=qxLU5^qI zpTdFUD7{Tj_tKywB$ET=68xR2rNR8WAv9*{FRSy)YUw00k!C@&z9fBS8^!Narl0)QcUQj__ec{rPKitEU z21D{nzM2eBH;aR3YNMGtb69FGFZh(s12EuSNB_dVjxee&8n4%C4fQiKD7&~Mn`3sc zy@$Scu>K_&cd)qgFke20B=z;#hF;gey|*K0YNZTDjfKk*q*^LIl+xeFEIr@Zt=fAI zPjY3{TTi2WUQFW+*!d2wZ=%O2vdyDma~w@R=9e%ySvAh{{ax}cqR%P%O)mHuJm+Po z?Zk`DaF~g2o%K^v`Rt2UL%*5blQHZWw*CtqABY8+6<>{SCcDt{h6Tp=_JV7#n1J2KK%!f@h{l+$NCj) zJ5Ae}lYKp88{=wb)?_X8Pil7_!{Ko=3uSh55jJ{A$rp?T zwMlUjttPSa1bYAA+&7RqS~M<0qLIe!U1HWmJx#%YqQXQ#2#fK^Z^WOD!);W+4=i?f7_F$Fun|<|E=Qxf8ye7l2?IV;#;l}{)X6nWGaDW zYsl3`f5%`{RgrHb1pnd5$y7B?e9K&q7qs!OHlBmiMk8!?ExnKir?K_zTAVEcouj4f z1bQ2^UL-@-1N>8n^y z_d-59G_GZtddA5oc>HYzzdvKZB1q=F@9PCuDs_$6chI^jRIegid-3aatz3`0t@wLp zXYa(yUr1e6*~}|ggD3B>*;#N+#9i*(HDsBmcJ>f#F8;+z*$eu6@?XHePbd4k{AU&~ zT)=Dl!012hY2xf>Y&pe<@`?T%JN6bE%@MV;N60z!9Z2S5;gx-Ew}}Cn={rWOn&OJ! z2jvf@!NsCz8?EhSg~p=GE%?6^LJjE991_WZw*Ye2i06eN@F*GY#J23h(3>wc)n|OS zJr6lSRGmh{O_+YU|3A^@M9TPXK%y?Fw5M!qQ>sgWXjv0 zju82iG})uG6~D=DXvtnZMxW&%l=1y|2z0}uKK%P2ktaFU5_@jc|HU|-oom~QGI@uY z-Hb=jXdgXV;A$s*t<(BES``yby7QM=;$vxjeurV_k}q!~%ZVSkVmquLI`sBG`$FB% zPRYbNgHB&-??(7eX4mW$aW5PeVngPjFTvh9ddeO6bUt$yj`V?huG0R6)u;4d>QnYk zDGR{`ym}fPij(pLme|Fn+dUr*&yq3u0Csy%jfdGQd%)${XMetPgnCCnupLPUisz?@ zO_iO^>bNIaw}uGv3cDSm)*0-(g*{KzYCP~_n$LuKR!&tch#NQYvt>q|8jcRqb9R@@ zZ0z^6u$5)Ii7|C~-!~%UJFpp|MskjStk)focuT!b&gT8}X>^=!jCl&bUef=I+NwsQB6ySR z&Bus-Ww5)yI6ag^xd(ZSH&$S$b_G|erE&QY@$f1L-b2pANR$;8M~Ps`sx(GKYE&>H zRe?e+62p4sl>;H1HMV_dxSixLXtjxB{b>H5sJDV=4aV$e z`ClQeCC^6o3E3&GB{CkRwW2JNoeo~q{)O1rT6@E=W3;{&;a)NA=7~pD-2a$ehLf_6 z^N-VT7kdtHn@349uJGXs$Tdp1)>Y_YNM^i$w3R^C)$CU|}!u@hffL0+l_=eoD(G zKCcv?`aa=0PCu)GG3&)7ht*+ON~85KVd&Fk(H-lIf*Cwx0{D zDL!9EpGnx&hX)PQZVQq=!BeMe@nWM$87&OryU8PW7Z!}u$2vVcLyGKcF_cxF#hM&+0TeL2lIjw z_*h5zz7V=ayKi9eM8Bg%{7WD_#whYHd#+)Z(goM?d4to0uJ4KZnMu`GiEhxo4wn7# zc?G`Cta&#Lc%^?-=dAf;FG8!YCFyP~gZ1?=aXp6Y(bnHQrLI1XGsd*>`41fWh}A2L z3Cp!QUaR$ZOZ`y^oe>nTD)-&g_j@XfmDVfLkqdL8L$N*fbMXszQ zegvA|>-QU&xAW~y`W-_0sgOJb_8I#c@Q#1Q=r8pBh<3AAQl2YS6}gAddlPn_&7$E? zc8|<6_~+G1w&kN7%ML@iaydv(jg*}R+su&6+MA|$lDW}0z~Ec>we>f-?s6^pp7!&G zZYAw9PpP|THcs1lzZqY<%#og?m}Tskg{xiQJ%ZieX4TAg>k7+41$WHVaBrtJ?k(`I z*6g1AHd*<5GQRx@ncmouoVUO6i%%h&wa}M1zZnBIY3B;#=bOfw*7#7KybsnK z4~(!2*r&1>bdAzavqWZh?hZq6%`X`m7*?qc8UIoIFFb}_#G zN8>?i;GVoGmxQ zy%vn_bL35SIu||@*=VLd-YOWyj$?_2n9`q&jr@#bg%`B_0k0{|GqO``R#EO{x2(V# z2>W-%#A7jQ9;}i9;#6|p3a!g%Uk-2Qkfo5jpf)5b#dgP&uD!bVse2Sz&)|i1Sv4cg z4jh`QpFAyknKvGT7p?I&&jfd}@c(e&X<8luyDQcGo+tgx&&rA3+vz?7s|y(&9?*Yw zB)=c>kMXIeVR@|*d3H43vEOMm5tb#iek8=7W&OP8e-J)-V|hDE&K4y`IGeX4YiL=6 zZJy(!E1-24{c}w^j0TU=bR-L&DN5z7__^Bb!*V|vakF-C3$|2J=OL|ZqFL^%@=i5R z36i^g7%A%WmgEMU$WEJ}*_!;>!K}DgoZU+<;hkq;T46Z!qjO;vdWkLmz=i?%e3>KX z)BHzLWDnIDShmamWJ4XSm78d_osG-swV{@hOR5-)Rl%fwN{n`9hKPEh*6t%mBi@`b z>1t@Tb>HRTuZW2dxulA0*tN8PyJYXmbjS%~{z@jLw{e&^^={IXzu7>-w zWIU9eYqLsLQ%}~*baI|9#x*g%4TX5t$L*rYaah?x-N7)u&*!hS*cmU9vum*5?CR4^ zjnvHyr~$OA#$yh|>yKG1S(vht;SQd0A#QHLo2y-MJRveyrS*HfC+}^_=rQ{iPoeL3 z*pwUy4VB;FOdVGP6L2zfT_@vVB}`7%zU-*I1{zo3c}JgHv(77cu#87cr{_itSp$(g z6-rjWTlLwQ#>oURhW*FD?;yukuuJAdl);reU;T^q8fmeKDD#D0T4L32ezSJvckEcm z=IdDf3axGzN5^Vm1L@oFfGJ8;$$@D3k&k>^A)=O?eBCb_E7Urx)d@Z+^Jp@ z{dL2ILm>DBt7q5X!aQ{$tG{Pd`i*t&VTVIV)B{Vi@7!oTJx=nf;`3J+Qv?pTu)`o$ z%$_PWwRa&OX-?~za5)$UvztVH>|M)`C-B6xcxHJ$w>DBffh|XivtJsMD(NTrV5Y0_ z7Ch=JHIrok+Ct^S!Qe`z-R_hce-8}^*lRZ_@oJw%cYz z%?#Flj<+DmI7f3AemVKC6%!|F=NugBPRnGHc!m#;(N;sga;x)=M8VzSaMpIT7Wv1p z;4flh5nL;;+*2^C#Y^tsZSSypU7os{L|XN-C-1Efz6>;QVl4NhyCA6wo5bLrp z+e3~%g9(@O`*H<3oJGbWJYzEX=VICGWXSdVqrB-ANbO*`W5k1%q`gb6?{V!>{xFzC z*~c|IpeEnohh)vuhRjSk#7`;wdR1(j$6J!0=_O1#2g5Rxa1`x+AYpfCzKzYpG39)c zEa%QV~`df-~>A>WDn27=P~}@f4b6_vLncr!$Tv z16*-TTd4QDA(q*m74Z8bI1Yu*fqKl|9(hZCs;jgu_q)GfnWx!5wzP3&h|)i?UiOX4z979JTNtkW`T9ws zP3BzGhGCxAKh5HM$@CgL61~@JH+$1$FU%X%zmnwL^gW1_EBWukwD^Ve$t-oMwtpw* z8QNc|%`f%zgf@Q_M>9vKmh!`m8C@Y1My_JVpN=Y*9sxKS}#Andd86ojhBV%dFoAM6v^TUiMJUPAnDmc_Z!m)2kPjloy-F z;mCL#%}9|wGP3XF2=Q+QOy*-jH@Y3)2kpJ5ADhu zUV&sOHSUAkMA|;dpTFZ-^R$=uw8?Q@78_UTb(_DL6`VEovZrHv2QnT?f~T-D*^kaF@bqKoa{}(w5_Q($ZgF;> z!za!peMuwlPBQIuPjs~N&Dr+!#lM*fyZ$Y(RrY5}hW^6N?S^Xy64hY;wsh*I*Q>~z`Dl;0XUJOE zJY~+i=VamR&uh1^UVS}0OsXPku4nOfY&%_#Ls;TCKA$z!OCUF!gfsN@C$=8LzLn_P zmuIYXZiyIQUF|;jzJ`v4wRR(~{0+Ar($-?U$lKV9F*7^EW#@>jstt2182yUz`d-c! zcC;rJJk0LR$laEngT&9tn7WJ?-$AdR)a!tcSx@s5Jc_7w1OI)BZCCNY>@>Ah^vL_} zAvABr(p&U*KFJ!=F*yK_<|oNQIF=tDqm?~c*(kOh!xEj8-bI2_c~4Q__p;Gp^nDke zxu?Ag8=iBecA6tkDchN!PAAJ?y?x+(In2A&Sb3iDWg`5q)%v|koC>32#(>78?W0x+ z_X9Y&DiG?5je3iZ&8oX>Qid>)k`u; zx5kabK-%zK1??_{Oq!)fK{i6Tlvy*Fm-hP>@EKda&Y zqxdrnHm&ighG3q=0jZr(R0y9^zmQvfqhV@D&9@NFpA^iCo?7JOyKN?$xV&?tIB{ywJk!6Y4 z_9y1tNb~F;m%X!U>*slP|6HlbYRqQwrQ-PmB17`kJx0P}uA%Q_=bzNeT94YaOZM^H z!ykn=>qt<4#}Jyq`2z8X4~pX`l9+oV88Z zrysem#)}nd=iW6r&?kuFr5!(uEaOS{7R}Fe<}OlPM&4o2YfOe@cYVq6A93k(IQJ*> ztEA03i_D(>5LU?)zE?}vshR8f+ITS@-!iu#SK;r84|)Igk2arz%Pn|YU(4rX^X)8_ zEF^b}5Lq=bfS0wyn!2od98X(8{?0HySPW^40aqwrg_OU-U;}SILaAb+(l{8tM2n{6 znFy)e>DAHq@mhNv2R6azMm)SgPg#L>H~!DYl|tCxgybjsf1H~0{J&mrS-F?_GS~Tj zB&L>v_&hRY$Kl3&;|l)VgH8T}$oCNGC4wAD_w0^$BdIg<^LN;77K4sg?-OX9jn5NA zj%)PY*ykg}=41F?Z#^DRpz$j(J_VYaVV3<(EAzwa=u({IYy9M1dmCA*h%F;n{&bvO zO^#;z&I-#r3)(pYw~mHQ=4d6$aVL>Dxo;IEdf;LgjLSYunTtL}iQILy7fW_y za~b?Ok!E-KIRJ;VQf)n3W!CYD*suz3#%Zl0OJ!9-p@KG^(|59=7lnCA=X&y)kLaBp z4x5Pt!_~OJ2zn=NF2}dYY;v2cyF5d>jx?RLJqOy)JF=Z6D&o)Ka6C&q$-K>Lq4GZ# zdy&-Ht-J|NW`}_`ESv0$^+?lLEZGj9D}B%VfNzaU$v>1VTL(ifnV*y6r3t;NseLTZ zsel9JMU?3fTq&A=?22oIPuW4DyLfaDws#^)7ufwz-#wxEJ=@Np#Y1@W5B$hV<%6!>rT08q2cB+*jmkqn$P+8OvJPX?O$cX1ziy zEc}d&6KEY~t`&Djk^XG5OvAQh(p$(b&B(tFuJ;v0j#eZnkBPsM;xtxSN|OV~_Kr{8 z$()=~xqJM>)p6!h-A045qF~c4q554f#(im3h?%yyFF|n#a?!tL0((%v-2JFg;o1%5$Rsd^()e znVnsSWTRO!x#6-`L^Jhw@wrMo{%~?9&+ZpERtev}!G&2^oSnWi4`FnHp1J1j0+&-T zAs(3=#g$x#Bxl0&G-@OIFQD-oG|4quA;{K(cXE6uZ*4g~k(|L5$$u(N7G{IhFwC9b zmp+fcp6p~?iw}N?E4jCw49%w4mA7bH_4^OT=IO`r@Hmmje1kQ$M47zXJQI#*u}24G zlB2zs-}{~0gXfu9^)svHPV!!Q-h!8F^f^<++2u%WxMaOVMJnI4$OLqoGs`;w8kX%t@J3Q1%ET?Xlv~dZjvvIR6-p5=oDA-CM%w(Vc~^ zX2rS~l)If@3%s`)IX;Kqc6O;Prj{YuR&vc1HLHHIq6vP0N7J${OP!+Cxs825B-ldG+bB5Y?Y&)eMh zX#12ahV#jo_mvaaeYYOF(5kl2nRzpbXRW10o=cX%y_3nbNbRgmTI#NDBkR`Ga@O#C zEuy|pgRIldoQ^!XO4Po|?_2cEt_*|u;2a3Fr|Ubo|E#w9iy1Ru`34L=E4Y3=lx}(c z@{Q<|r%)SM=sG@mBR+qojV5GkNUyf6mkdHjxUVWz@E7act=(7oa6^8O)nLc4+&)pZB^hft zpP77{=u?m9G~lf}S!ADabBOELQS7wFxcMQA-XfB{s_o_kXP3})DeErQQ}RLo4vh~WTSouc%iuQ5FKw({q__GQnK+xZsW`Ycl+D$BQ{R@8{tJG-P&~VW zrJFjF%&h10@kg;Ovv}u0rio9D`OhH`Ka&q0;`1uHo&Iyz@)OOA`JR2* zK4ggvJT7DJTcXZg&d;Mqc62<1z4nl0G+s=_*oKh(TNE9u-;KT{*KlbyzQWXR$Tg7! zx!%7F3Vr$5C?)?U|5@0#0}KA9S@!kXNynX#Je7BKDbVvNXbfS6{b^j0zkbf14Sau^ z4R7Zs*R#MS+J2P;Sp`&uS1lpQDLl5XPkA1bb-M$3EY6uVCo zncjx}7mh8UQ3K<~d9FWpiV#_wy@RzHz%p}4i-_f;wDBAJ->1Y5G7dMo)FpdkUeKCl z@~rGElI6`$-dc=gv(7B|LP2Dhh-Jw*@P^-Hpw9jr%V_o(zxmML>}Yj9W@iQECSIHC z*5rRmuFYHZaj6nD9r?zYgV_2tqw@*yd015ILGrEo`BR^>U9BE0zWsx(&FHqv7&V^s ze_`xTSaAqR?{PHGG`~{1EhJB1vFdD+JuZ^kAnbyN_@?u8^(ESo^Tneur{pNW{ z^7fTgW;OKAVBNh?T_C3Q6N!G*S7zl;*4t35KS4yfh%_gXurqs46G<*1aUJE0@TDQ5 za_0Iz?Jg`C0B?tTO|c<6LSD-nd4^b)Wjp$u*@u}q+Y2B5rDaVqaXH2&n|L#4W-50) zkMAX(e1!8YVEY@MZPLejNEcQjc{omGl{t`X2!TbAIDn64o?7;(&YJEiw7mloo$%&s z67FW(16VL)+E^`)#m|N?tEu-N^;MtrH{gHnalR!(ONf-BOWqdU>`X)d|Bt0R0oQW+ z-Un`IqL2y=5>XnINSSGrD1=Z^N~M7&MMW7xMTVqMB!z@Z6dGtyqHiG;B}Ew$DIs%R z|IdAX|La`mocDd7J*;)Fd#%0S=h=Jh_qFvumK&*;Z~g5`q83`d%cwhv6;I$5_4vSU z^^a1s4iBhXFxM%j&1G!(67-LRRPIK%B=6gL$&7k6KE0#0_gSuzT8T%A+#T_|rylO( zyUk&kXBWvo`2!t~;SFE8zKxW5u9Wl5M?*Cku4=MGPVmV}q>PM}uy`-SwI>=)fh_?(uz(<>Pr3*p(TJS67;%_8N?&>5wb zb;j15vV5h_|MJ-bN}dLhGHiPe4;ld9#;m!WwWjjGOJO_#ABTw@$I?%d>EHfBpW>BlE=mYYeU_Ud|J> zlYcI&T&F^ECvm}J3qvbr^Jl| zXgM7N^R%m$-jnyWsZk)Smip?oFlPQMYE*+lQ4+6)MP2-BNU~&>tAK0oL1ULT4`ZME zu=`mYd6GOgves*AdKBrbu);U|h>qM8zIGu03IjLzaL~|0smry-TlpQPr zbQZ~GtMeb7y7A%cr2T>%KSMp4!oE}g3oc|L5ANSXLgBlKmKT555^B`^=TMouVr&=$Z5JS z!u(9v_s8@)G`|FwCWzD*lj{*^eyz1~u=++1uaF`c?9Qgse)?#ow>+V1D=r+T#*y01 z{_|R5NgsAtWm$GTHb31CA7fSX#&DDN)B!e8K$ndnza?=RNhj+1Y&@uhg$3hSGbJLgsR!nm9TR1W6rp>-MdB`f7; zur2SCS4GQ0`p8bv#;n&zds$iakjS~gT<%`Bm?3&qGp3Bx!;50b8SI$c*bmcrEDLWT zMGKK@1uH(L)qdEV^=Zi-mO1ej*V?mno*`u?%rHE<(v<_XySzZFc;J^<{I-_siwb{2 zDH*_f(O`u3vM1^ZGnkDuO-6;qv`X%#dKl1NjGIRC+^x#l+BdOW2kcH3k@&)kIGYTw zS#z0t7{BSESwTNJNBL6T@e!spWWj}W+a&H>P!LJV`}8j3K)zoc^2;SAI7ecJ~@bV@3{6VT>ge`G8iUH-f-`3Vxw1hQ%044#qtIidOAdZ zX6yIZ@lojHbf>gFO?(|Ms%NFv$Iv@dgli4?`zJ#i$!|-NR7r~ z>0NAHpPf$N&&i#++DLnCf&Rk_=2Jaj{0YvSruC=jm~(I2kl-ZDTCL_Z5+(CO5t@Gr z?^D&yspGf9q%6snW5mnKU99!4;$Kg!->m;hQ0oTk@38hxHZM=pJN5snv44+OtFb1l zX0mR5lksO9=H8&^JYO1#r>*pIE3U27V+|PW5#{>wgaNR+h~KZknU^tb2K+DQho_LM zmG+;p#MLKsD1J3J^dt)PCcLR#K5fN z-wdxCusvsZPZvG^XSB@Bzb*;tz%J(pSI4ugMcoXwzG6$VLi`8q$LPG24c-;CDv|95 z-$MrDYfc`xQ+w|~uQx0{qkkgPQ{F$rR(bl_j{G?#qYd6H6`_*{sJ_qkW6wb_EvDUV zw5rVml4GU0@hdAWN9iMLD~c#FkFB!qV-y5lBy9z;Bw5h+^4;sn)OkYk8i!I%!Ze-{#~^B zR>`a+94LNd71&!^ZG)MGXuQ{Gxd(f5hx!=)p63GVmB^S>6fcKrw-pVN8}Beu-GP1o zV(L-)so?s4c-CCoSMh|`Ffq@evZA3mi@prwv*fR7%qP`Z@e!?z*Z*!&;b&3k zV;T*IOEPk=!M4U2@sI1v@h#tmZWMK{C4E&gy~_`V!ZkU7ifE-MW|e?NJ-nF7syS=# zDYAXdF3H~g3(fxX>N;}l=-gTOp+f46Av1?aYmx5AhGpd&`dkl%+Rq_d# zJf)xi@s`)2ax6RcBG21Cn`|t+wm`2+>dzI|4k?iS#{&Dm3xkYG+2xeXM0uLHtRT+L z)b^LGlW}l>p9L(DH7)l+Gj~-^71{EgEGMY{NrUsr*PdSAvf3=xN#==Zm{u7tUckoe z$Vx_%mV9=cC|W|h`-!VpV8;dKTH|Q{J`5&e(ZOWNS=@h#6O*8ShB?R}aV)E;bI#?P zK0gNQbD!mNaxEy}TUVdH#SS@1J3A4+hH1VZ<@XK0x3YQ8ak!sPWCvyi49Jdxmt6f5 z@0;ND+eU#&eD8H-W1ZXs&nk&MYH#EdIla0w>FzI(>~8H$CPQ(Yxl#-|SJ?+JC95Tq z&%ZDXTEeUc8zpn@)4Zj=c)JD@3bFL{uAj%g&3HgL((d9LheGQ+SI!Z!ckzYrtpNlI ziMZYHKRHC-;BS|+Q(dtr8fC3&=FgQ_x~6i~>625E9)ZPZ-2A`%u=R|HTa}mui{y{1 z3ehHPIfY(X_x`U|vq~-bN-p+$CS-nL=Zs+|u;VzI?DZ2BUYHIgXWNWMdQf!(B;VW3=Y)C#w z+b3zdSLrq^nRC`&$Gr<^xtovl#I5@D%ALsUDaoGC%xM?0*Y#xhTVFYs>Rj^Q!4JOh zKe`9uTWGD@#M7sTw_T=|}U2beQt zFa2Y*&o1_F^pVvSx!*fl#A^=gk9c0P`S-#7Nm!n9U>ZR@-}e&J$wux8tW}nd zL&dQZdC#YKSDXc!k-9WVPsW3h&|1JVvl^y6&Ug3IMHHChbw4=tCdJ9DRTaL2w4dF; z4fy*6TzJ>tR$BN?%Q-7#rM})2UCXm^?(=5^*~$_}>g{&z{0@Vs#EWTceW%YG(|)0G z|2ufR&kEJW)araPdBuA}ZjP(TnsqX~ck;$@G)vy2zm$C$kDt{?HAw%Wr}HuR3M0ya zbesZ%WbZf>cQ@!g^Qtavobx(H(lhH0c8dcqV$W52%g*)o*!+L@Rrli`H}kCl5NHYI z!};$(68}Q)Otgd1oy0m>A(_)uw*x} z=Nh(e2cHwgh@D!mO4jU&*u-MPjQBlRw;`@9W!LPSX#~|JuK&qy=i=5?1*5|+Y9GYe7iQ^Am{7^Jp1AcIEj#mvG1{miN@rciEOL&3=g0bfMX5z1 zY(>~4dbCPh`6b=9e3ZZt>X| zF}xGjFVcT<@J!cUe-X7WyEW0qRPP>w$3|r;Y58^Bd5J&ePSNQ!J6|M7ezNsA@CNjX z@ZK7RGjNzEWZFrV@>^7x`2+tw*v4cz$P}|Boa&6R#z!R##_>o`)(u z9=;3kBBvFd$BOsDJok+jveis;q}&0#+SO$8dJOtG2Rj+7lOege9>?oF=ak(qG9)8n zS^ukuw9oL_x9HSSd|9vVCCV)&(^D|nE%GOWT3a#?!=p+x&bPQuB4T+hTuiI%XSx<< ztuZ4z@Ta(1S^ML?YDBM5Fi8fWoM0Aa@2k7s&d<5*{tH_s6U*hKnh1$n+WniKW%jq7&9kPqk0{idk8Lg( zgMMJeI()Mcy^g`!b1`-(c^8x5H#qzx`hLisYp|&U`L|$PcURNmlVqPDN**in-VVhg zY<8^i;d$C8d*L{;#P?U~E19S#x;l6!a82k^xUA+yP-w1zbY z8_}DQ~Iu0?D$LdBIQGcoOeQ z^4wLVPR`t)F{}aU59B4!6i87*>3!PxgbXaGuR=Q3yOCD&qDU0m#_L&J`&`#Bva8k=&?bqT(36x4=` z?kB=(x03sj>Re^>mxf$X5-)<>7%X2#!emWKUgMl#*q?^Y_{ZaP zt45Y&oUTZY_Wa;y7CM8MC&S2CvX94>g}iGv$s3D58_b3-pi$19KTaH4O8*ut-UH_^ zD!}R00uFycpSomBzRPX}bDnBu!FjfEJ>+uNkst=Rm4%Yli3pwSwIvZq{Lsr{0!SWyY z(Q+jZru8~;r-`WCQ7lYmvIoeLZ|cdW`nEPk`)SXLSF_M-N_|QH18JIF)m2#FZhXvX zucP#q+~f0LRTYw}$$kuJzrw$duq7+5O5sIQQSC(b*iSUe>29@*7Bfh6DF3ae%p7Cb z447^qZ+2x@6vZ#Xq|xHZ6)ZJHk6&ZQb1d+ccAw?%bFjB8Mr4f7=zIxOvW_Krlyb-W zSNhM!{a*{B=$-8P8C#qp_9P=vvYuxTXzmN%#4=eymMq%4{H;p9+r^nl(5?>OSH+p8 zte6ofyDHi$eTH}aaq|<*JD9gjr|}j%9Ke!oS$z+j%HmH6xZc9Av$FE&f|!)-Kby%> zQ7rm}wD~TP6#<3Vr#hXRuybQrWzXwW?OrKv=2_y=q^{^%Z{_ag{kvdO9d}BSI{oZ} z)&hKQfEVw;^bFj+2qHyApO#{J6QvW6Cz7o&o90xgD|}KD+yBJsC$#%DyuS9+g6C8u zLv!3I#@~*n#f_|+lQeTe-BUcOuXp|NKF>I^`>nVd*SK~Ij(tGNi}YNK6fH@1mXW3i zURGh>mh^cQZfEN68uA~h{%LI09rG^0s{!ov0_NrdA$BA6sQ7OY%`|pws7OX-&yKOzV5#c8E`Bu}}+mUg~Q0-{&;h&KSOu#jc^% zHswaJ$!ukRA#KjeU4kE3*;Yz4J&UA_k1&5p>7BDN|CsPvUm7=58wKXRux=JcFBH5nIp(@ta_zkRY<*8 z$oQLUo3JDqTJPrzRp51!mR=GOM$qeTHP&L(c4JR+7rn>}>X9vZ7N^j&8ZXK&|A8#? z89NkXiDXwV!UmPaoSHoT6?LjYwgMSuiUzscTUG4H3X2bDal96u*1}kka;dRtDNos_ zwddG&tl35G%07ch?b+x@Hv3Dt@Kv>$QssUNgYh{G2+~LKKYUr2Eru!nyXt;>= zZlXa$e0tG$tF7d`TCB^-1EUH&^jWi+k>owj_3Wjs0I8fQc{=O8#zqUEl^sim@tY6G z{5}nG*Xn)JJSLZ=lC!Mk%>NTggx%%I2l#;WIO*@wLk)cO+`pYzmm@_ZGj zv@nhxs>E~fD5>vpn4EEOk@u_gH`0{@cyqEg&nLq{c$c$Q57%c!{OGQ~y6o7J)N93y zHmozA2baJ=mSSD}X7*To&CRU}_U`)8Zz%PHMN!C>rQGOLx^`~3*KUDX=8u_xu zK4)uX=k;p5$v4!iajCxAH6gXa^+);5M4Y=7f0D0yF8x1r;^O8B?9~xZ93Z=<+8$`2e^GH!Xv!KzU!0~4F;|n4| zU$w%RCt0tMwzGcdT^=}}eXGOZJ{HY0_oXnu2w$@Tu$IyfC|Ov0>&5+R;j!EtppDt$ zUL#L-Da6Buu<}HHk<*B(L-8L!EA{oZNcp32v7>p+bk@E^3)9&1Sg~(|tFvI&4>NA? z`4?na3!g$F-+7Q9%U2V@zthukBsd=0ZK3c1uU-n3^La%ZJlHP2HekD)m3bEYa%yOH znO7v+T=D3AjNi?>{>1d}G4C>(qhow8EuO1hlrN*%IqHz)WR7jC1;7h21D#?zI#ku5r4#B@3)AMP%QKSs)_TD<`h zy?Dwgyt5sa)MLH#acKrzbJloP`Y+4e|A579NMY`)HC?KRNq!1jc@; zoh?3H2JNhKI{`-*vf?ZZC`7W0e7abV#l^=zwRi{#+v|U;8dc%4+uvg1K?Uy*piejQ z-(aNJ#A<`ccfJx8_1hdSABZDIh?-^9D}sGFMZ;JLL@6ns$lj@@L2-C`m{f(pwIni`@6dR_{vV@b58Ue_W27^+3|iZ z8S`ZPCk)Tr=0T;iPxcOVvWDSVtj^hwIaljL49ZzQW%Rm3>6_TC2=25YLlu~3x6KN5 zv+HaRtY0xgWmih>v!AQ~o1l8H9vWbIUveay?VV~qCKfbt^j~?ljiy&C-5gsUz_H;_zYxElgnWIPx z%_5nV-@-~?^6$MQ%>LBZ`P$PW#Spl)gwkH6dx|&7JyVqq$zD1I$Ev}zsW`rjEe|2l zF+3orF+2pz``GS3(I9!{55bh|pzXwN$*zzSCk`gVNlHAa-ZIR(4${d^S%KCM)BX_U ze^>WU))}JT*7{k=1B%h}Lb9jcix_etc?a{)Jmu@4)pl^XnEjxG=3| ziw(I`(v0!N0GynH6a( zaeELM%3^+BpFAQy-N!09t?g_~9fd=Gcs&`?2Z>L$mCWA1WFY#NPQ}<`4ZiKu&H&z5 zU#aW?+D(ri$x?=HSE>_FX{3juw5UevoXT^EHeSJ7(H2dWYsb&QuN=??yi4I$pe_IQTlSW|t^W&^ugn{BXE^h36~9o&!XjTj4au z>oZ(yrRKLrqGJoJ|9~1*^?koqv(|YD1RKJ1oKGHQnSro+#hAI>wPeb@MkKivZ@a7C z-}U=pm>i{(V9)|XcPg9wqE)r?lo}&RxP%0`|MnDLpJxuTlZ6{#%EvIewjiE-iap8n z)XtnG=aH}DVado-67#a6Za6I0lRW1n&Vb`keDA=U_L6Ze{=LKAkHd8%c4kdU&K4}G z{Bzj1hvb=QW|dLSzPg`>{i}`aj;zH_Tgci7b4IgCC&*_<=V)!@Q{ZC1;d5d#`& zqXKCj;M2|g+{%l3@wg`ZrU4e+pj;(>y3VJWRW+pLV!pGU%~z7}GG5Y$TwC>hk^Xw= z?LTp49X7PX?e9s{hW5`u^b5GJ)ze!(A3&b*@X1_rkEl8nM#*M$4qO|ZTQ@g*L7m4%_P|$dMB8jG=S2tewHYIA33vzDEYNN z<2QB5+?SroxSI?@IU~9hJ|9Jg(PjrXYI!`_s(C$Id#CfP%Cvq?>&xMkU3#O;e6m+~ zqghSX8pKCN(k*Kad+^}4d}|199;t^ia7@;`ll)!p+DlqbhNs)0bRS7~W6%16v1Eby zZBLTirT&8=Su(8eGuzERgUm@cvfmyoKMU4Rve2Je`G$SJ*XtID%ry?xXZc+s%XCp{ zg}PH*-%0YJu4Zp>at-IH!$Yi*HE`LJa4O!66;GC{om_y~-PGE(6XCy!^jV4BPrPe_ zf%lVoG#|VH2Oi|F;l+(=-fHGGg@(21at^QS&YQl5)79F_`7U$dleqXBopWB`vFhdA z)#RMY`iN!__)_Vq1rcCb!TdCLfU@7}K5|#(IX8(HH$&i9*lxl1+eE0}p;bu??@#J3 zaH&SVO>EQ%qt>x?o+ftGUm@5`5`7Y*<|?%i&vLJ;Es46qv6twZ%mVvZdVqc&GPW#Z z-DLkiLbS?`{^W>D4v1y6D?`Flac2i4zEPtM26iFSNw7W4>ziTOjcx0S$+;6fi-ceD zh>R4M(j_@RYm)zEwmr@K?|%L`i+Ri0&LW%MF3^C8y{X3I~tG#TIXJ**oGze(2Z zSXEI=rQp5}x7)GCe^{P7Q3H%Tv%J3zK6&>18XOv{xdZ?HH11^md}TTvj^&3zIj1id z^>;A~6emUYh~-545yr1S#OxP%=?~h;4uspx;4Wj|Ii%~Q&8AwY&z`lk+=l$a*nh5( zqXlfU=js&RkX;3haV9w=i-?&O;8@f6le>&t@U%CU=E>+1?8%(|7kYGIwXE2@oA>^R z1+C$A9VxEEfvZUNsLwJxAH_Q!hRqdhQJ!!0R`VyVZ5M^F!`$p~J4BuCN?t+MFO}{E zp_f>`4eq_CpH8CorAmG&zV{bzveWuBpDbdp7O-vQ$_^|&igk{J`d+c&VOE)kLz~F_ zV1XSc!~X&v(2Gv5E4iCpThX91&gKl>61;IM{of#2eJuEkHp$w59q&$l*dOS<9KYTr z&li|FkPMmO)FAcutgudBpR;Q-y#A2ibrc`hu1#F)pQMGXkDZ4R=Rx2yZ1~f=-P-zr zZL@Oc0R1jx&lh=T?t)z|dcEc6GtwSl^uJS7Ih>{E)Ao72?^EVmy4CaUNqy!nQqDYU z#a=fmbB`9L!R8&f)bJ{2Lp)-HXv%)yY3Frq=bWbXWSL(uk0`?bza?8ywk_q;QGE3T zZ9b*ulXRVH?v;!vfAO0ONze}$M{Bpfmd>Kf$3Fc@&7;{UIo$py7SGW}QFhM#k?fVI z$&1b~mgfA+=2(BPvIo*FxstOdqY&l|W3y!9KLzrw%_*B|>3;gW#?~id=MFfn61gkF zw2nTrPwaWGGuGY63l4_O8Tj}q)GJ|1&UZNtH;0pW3C7e?>koWhg1>!@bk)3mjh#D_ zYnrGxm5n!QZ=-(y#laOMTH)%QM)H%jwm+Rpkfa>#a?V2+{JaIuKak}#5qGKf8!MaD z?cdP&Kw8|X_Ys&jh(7=7A^T?fvU5H4Z)1<5B1;zbng{!}bc<+djm%(p6i_FqXvV1M@w+mfH!zKGp4_CGw>AFF8A553& z@fEnwQ2Q-hA3?Lv&0NlL<#B$I({pF>(kkqfvk#IH=1;m-D2VGhTc?(Ile{>mDgUgR zbIq@^GUj;KmhzhEJmW8H+ofg^ZLQ-$>)0k4fpSvk`K-MdZ*#IiR$^>ZKWDd3q|Ic^ z?m_0?Ad_q~Hy900A<-2W*Po1;(G|wDXY}022(S}>?!b^=S#BkqE;ia!RR1_F^dS8N z3|!-r+0e{RoXLLgl7F<8({;XOnY(%QvuxfRvM=N4 zJ4UD-P|9iS$tZe{I**Dan=tE7Y`N5Iah%_uNLWgrBe3r=aiI^tU#<5Wd3*A2Jwvuc zzwM;?lh-_sb3@3S{8*oBxu4&sq1M>XU@{M+#cpU`r=NGtPz%8;`)}Id(#N9H&sx3| zQdiRB@q&nu6{^K)b2Fw+g!mKQU9azQ{^ta>iEPk?-JUh$DnyD6cyqDVf57w2Joj#8 zb5d{a376z|**(yk%}-FfChJ!;)+QHE?*H751Cz{xHnVwSZ2Oa+EEOkev+`8(WM%UR zbE*sUkdq-_WS6-xdxl4jq1jUSUn^o{2fH>=%#)OzA_ zS3J&Bti#zRCusf4X5;ApEf4$2yk>$(Foy;gK{2Z?dPDwszi*2P=j-invK~nHk?`CH z(GGNelCBk?IDj_8G4nZ$IuZUkoig8i_ps8-nD!fN58xrSMXpiwOQyDb2cJW#MsS&; zpDLoy>G-mWU9(y&_sCu+#{*u!gm-n!Gs^1yGP4R?(@r z5?M1ijTOhx?RV|uX+bAt@?AgQXLn%fZaQa;_CsWPQ%~7z_Zo`^`;32?v7PVJ>-pY# zGqlq&@^3A#^>?$D-+{onaHxWBSL5|ZuwFvi10c5<*0so7*Q=W$-B{fD#P97mPzO#^ zM6+S^I6&KL_0WMoW*tLTN#*X`coAW%zB@u`Bl&l^J`Kmm^YjOBF|)xv*qPNwS<&%6 z&2OZ6Rzwx{Zhuyt%eLpT(QzcqnzQryc-9GDi^UC$s7sBY!`Wg#nmz!ZJXM^b)&|}@ zz~?`+R?gmiOn+_7EwV~&7ynsJqsb7=GpCBmJ9oHPwA{oztPxmJ`|RDUkn2(7@PKxskfGH5I3^k_DnP{x;XjFp}kNUKORD6?vXj_bgT{2cOTCOCG#AMy=d~sVhFrWSx9xy2G^( zu&O2o_h7Ss#NvfUnO}{^)9AGb!rwz+ly>gL@a$!(1GOJ;V;t?5h_E>!CEv5}$Etdy z9;L)I`mf;=O}&3te9XR(;d;Ga{JC4Z$)3`WE?uGC6A!BS^g^RkKmC-1QaPi`Me2MG z-7nNH#d^Dx&i&JmM7D+y8fZ@1L*%^`Qe|~_NWo9v?%hbmPV-205Y3tm{sG=$Z{#`Rm6>T?D9QqdaFBAWV(u; zXYjHrkgtjpvtUx#EGs*(?}N_4%IxQL&WbKW>g3kTy_$M(I+a9SV3UkFf3n}Fblo5S zb1r=sBgksk-y?f#te&g?Q}ARs9wi6dVIpYucK@YZa-*CGqnu7Ymo%9L@4@i4EO~?o z+);eFOtc-#yR%mRIVCqjrx?3se5lW+P4#gB?UE0ACj9!sxiPMG$BOx||4uZS4EcxH zezsQX<9v4U-UG#z(9YWP3M_XPPfdQqJFv1ioRg>Kb8-~L*6ZO}pD$j^N<~GruL}6H zjSgeYZZ6>w7t;S|tsjB8k1Cga^M7F2VpzN>E(|6|eZAxivYcPAsvyp;VAHAk9|Zps zeex(={-*0mta1r{)uCPP!|jB4E#5W8sL+E&?uSVgwjGH<$+(!cs9CAl5S}@&YA~#S zgMLnmnt(sQ`THg74K-R-CBZ&6&6$!PDES;j40F>wP7nK;9vijSm*)5K$FE?wj87(C_Zdp=7EuaeN_O&gh1}&V z-cactblJ^%bFgb1w*3N;Tj5vVJY|X*N}j}Il>f<$Av$IK#t!U04%3tQtgg>;`pZ1L zo~-r){-0gP&tl>VJZnUjXIQ2h+aC6g(vuKp{rPq_an%n|lgxi*~oUo*C_J z>^(;>z0AQrrF+g_ZsD_JiY|{|n~XHQl{%EP?OZKF`?36^JeF)Gd3MTQ$`dBiE$cBW zkh%_@o#V=bWPMcKqv$ur)i>0Bnum4NS3CL~RS@NJg69H=CpY&{GUa|+?icl=RdHqe z^VtJgEK##Irk@D0H?bo-QXb)1?df>qUHWbwEZ1U@L3`=3gJ^PyFQK99hC2libCt=uWRlsDIh_@kmqV-aPc$k7!0 z4kOWaSP#U!oN-nH6VLSNQ=;xCY;r3eJY*Efp57^Nt%JqQ$$KM@eh?rmgYh zAiX`P{ZCnGD=eSq{rMJ|6JmBMR~arJi8V)Qe+Q4t_k|Kh+7nphaPceX=d9xMStNJ) zw!@Tm!zTMDo>H2uJ zH{w&YI~QBC>ZLNo?jrMl+PsxcCn=qI)PwvpCoA7A24vPUTd9|gB^yciEQInzF!_^* zL+~DclpO`{ic=HBq}(Cyrh-VB4y?%Ls+|{j0?zdTM zEoL;-OK<-6F?PNPoh|H?o!uvhJIRIoENSbI=}$dOA@N{Qq6ciB$IW82%{uQdv0?<4 zJ_m*B^vO5(oQa%_9ob#@0_(NLsA?qm+W#uN?M9O1#QD|OG7P6*rC(M=C1Gfdx|xts)E}7HEPwZ9>i@w6zu`F1QM-(*@2VEP?V?%M0u{xU z+GbvTXx>E&E#Z5bXpptIImhHws8@n)@thiLpJ)AmerJ>0QtJmP9D%ayZ8Zr zcZdZ~WAlfkZtrzz`X3{bjmElTS)(V^8?#29H9er6)( zBE85S>tQ-p47yqjIazF3$}?XRF}LG-d3t0O?FV8-b|hR*hO7(BIlM2BBqy27Bu!=o z<)Hm7bhA?WT=x1MUZ?3JcPlf8jn!uI%D>^$mh4SfuM`dcV8=i3az9dCPRiYMxrCp* z>hs1V%NcWLimR<*d^Fad!H##S{eml*g`DiuZcsQ4;?1CcvKZ3U)tUUDfu6IXb_U$v zHc$Bx0&j^KgZaQr5vGc`b%IY$#+#$Hdm9W6)I%~&-X~@>!=Jx=p1tvhlC3!#9tV+2 zpjuL^g>gE2y+7t%=i)_CIz6ZFAIz6JlWHYg+OgyTTIx!lJ>t#Fc$Kpw6SqovpF4N` z*deD}<_zepNc>y94QeF!Kv zn1A?W0}eh0`$Bpt0moz(nGd^@VUg%P1zr{W97Lm%q_3y$B8JW}PqN%&AZsqL*uV&0=gT>~%9Ui&nhpVD`F&r>w`%toGR;mR>^t z>Ufuo5;+CuSJ!u7<9--ai49xe{3URk$9q?^d~uTQ?_GJ)WyDH0vO8UG3DcY^^S<}l z$+Zl!2kQM%XlCD1zL{5pWpB1_iwg^Q#j!rS1D=PHu_4TI3PDe{zlmh`>uWJ@IGEl~ zV89~wI90sJ&iC3dyjJNvCFn?w4v;*8PRU341MN>C^>|2bgW+3PzFB+U(CiR$USvGI z7hB4>-idUFsdcwF@iNP{fxurlIg55Din6nL^#s=1s;34b*bOvD?%C3~u$%?|7ELc^ zpPXfN4~`rUoe#9049PiJ=t8W{&c2E8EvKEm#+nCl<|YVN)W%V2KjZUb^nU{E_vz_u z`eq$j?y6s+g`wEH1$UEqttO6sdtXrx!aO&dy63Rv)OTWj(siq?qz{e zY_Nw##*6I#mmBMRx=bTS9TsgYl6Az5A((PC6sO=?vL$cT>jp7wky7LI^E+SMN$#ve zuS~<9v}!`O(KIN*N0R$|hB)>f{rmCIR+#lWCTGpq$uRy?#O=dE*-3a5)?cXI@BDpE zB+NN zfJdUye~@jU?nUBHXAH~fQpr1={DZ%`J_90W(y@dQrGt{m=a*A|zv3NP8JIn5rx=gE zV5@CddY#wVP2XO7SL*jWHrhnrOC)wPlR z+Km{pm=(5bxhZSqnaKz0mVYZ28l}XqHM)RSYGjJZ})yFH5(|u+rbBSn}laWu* zUY^%q#1@tP{z0MvtoAJqDgx2Nc|mQGib>~|Wp@a}dDpG2dokSzoGWGed= zpIhQaSyr0K;`2n3AKC0?cCAdx+&?{3?_IH@ALcL6ZVxQT_r)7vHBv0d34>W7F#|)A zL191vr?11LHhOL0|IOsQ2dC>|-Zmp*?k>Kr{CGOw?0rK%oqZG;MFxwwGsvIQdG952 z86J2l3)eI9CFA{p7+Y5h+0UHSJ_Gn`?wx-G!_&poU3hX|L0?-~@(J><6JOTwot$)A zkBxi#eSu$YWW$wgwN=gR8!jzId_u=@uKpvI#53FYe;}JQC1Dp)A~VRr{65+Ev&LpI z+z-;yKy8&WDrJpoH8JQAc1Rwyru?}PJ@UOdyH`Kw19z%39tSTIA*#cCKUzKxr&c)7 z57q}1e0v+A-^p~loKy=iVg|0x@{_Ywit*6R;_|`xpZrntAhEx)4=eRB%a$g==>W5EF}%DQjICKqF6~a(Z{xnJ?$-nb$Ajd0BmV zijhBOFXhCohM8>+whG}%P!Yao6v zc3q&2eTd;3$&y@%GzMSw4$x{POb)O&X*CLicpZC`JE%-MQXS+cZR$(nUO^tKwK zwz2Vvd~PM(vl8kiNFS)B#C4$ zLxb#;=_e*#F1GbD0%cWmGRt&;>ZN*qm)`f$?0D90ghLhBWf*DmRO@Z*cnY#Xs2e1H zG-s{Nx;X*qcf3pPz>lFko+M+jExS3A)v+b7JOYA0D3Q$9dDc4}T8S&U2e4S3^*r`+ zHpy3nJ9k@|i)Oeo+)o|@V zetn3Zl5u>UzS^?QPgr^=?J}p#SpfgRC%L&^gZ2b=f1}_|<$0`kp>eb}v}cP5|7r1T z7Rg=pv&r@(zgh^joatDT46}LcW7=2?^Q|nkKeYF_cA{&m^whCnRNeId|38T*@3T^U z?6?{-qt&Q`Lv@!*ME7KG$whn*Cd;BU-)0k*7f}V7B8R2u9;-rf*~DXdOptP zEWg;euM$V7f4Na9dC@zve{vailJX(!W3hAcG@f;WfL~- z42iL%%pLj>TK$7X`Wn0Tk~jIYvXgUzHg-Xylc@YD`<8G)m$yOq z8S?GNrakq)+0~rMGmm#JRqt?Gj!~<*IP|IZe$vwE81oxk%hI~B5ixh`H$f+vmm3%Z zG6(;jj@OeT>xNh1%xZSee$O>5bCS9LVHkfsna+U8&HguV{XXoe0I%~4W;$Pq8oA?k z94+54CX6CUa{4ZTUn4Vs<9I|(yw9${OVsFr5y_2y7i+$vt-5O6z;260gjZqr80%LR zRcooa+Gvx}?rCgWMZfddct`<{CVHQ(g48@ts=DSa+a^w}igS*ep3CXR4drZeOx#G5(*O^JUb{3gYavdjt;8 zc{P}wzJz@nGEJfVM_81dPOTudTFbk&b}|{qnAg-LE&; z0h|y2A!O)^N5_)%2~m5ScAAO$pNYYJ#Ot=?X{2T++B9a*elV<4AlJDx`c;%^pr@=M zd|re&iT^Ex$GP6;4BYQoXbBGIl*RI}+TZ9uTW`N&P4-4*zEqE#P3gFt?s@)j7D;nw z?R37@Q@z~v=tYyP&zYv}|M01?x?ON^uAW+xyrXt5gxe_XcgBsZ-)W8?uc^Hd!k<8F z1C)9wF^X*2cbEHrui|uf?C!45-9DW_mK93$!s+7rzm!LQhao#?Fcx=uVp*~ZC!_IK zkXXzPJzPCmZ)?c4-u0Yu_AthOC5ld9@uIl(p;AX_^>VEJh(w+AUmseBl4~KG90ZM= zH8>tuzcI3($3He3VSmx$DBOuRpN-Sw;F9d}*`vGwM{-L2Xnx#WJ5ON8Y|J|YQeU&! zIpn*M1V53cEg5pZE~oK~BiAIYZtz*oA$cEPeuU?lBE%Qk>@2P; z+sN<b`pZY84bf&9M;ZZ3OA$xC9z#`Ew~c9wMUV?7iAr{Zi=*NP4B1 zv=4JG^eP!`ZorJ>&$)qLX3cR?ef>g@tXj)1x$L4nTx6Xq9_M78rru42ZFY2JZTBYZ zD^KgL+D|@+oTqiHnZe`m`b9K<8e(((&8b=QA+U|S4aMFGylFfZ-i4`)uq*r8Z}u~c zemRx+A}IV;Fm|jKQ6G_>h zMHjKzW}{i2j5pK6k9;y`cDK<+?u4AD=T-RdAq{et-6+;53ge5ly&G`>NJi;<_x#Lz-%R~59 zDe*QtT9fzgCjZyK{1!Mb!{6-C@57>7F}W7I+``5~`Snp|T)nVv1@84CbMF7|(Z{3e z_QAdB*!?YuvS0E8{Xb2U%p2Q_LSZ~qE{6GWmF z#+Q3U)T@1(x!zi6FUP<~NKu{)HTisB+LkqoY)9(kqMlB}^|U_Qr@cjqhqX7EmdoMu z2(4?e`U1SDPKH}(_nvr{D0L(|?!=Tnm_6CJdH}vWO6u%U%AM{ae$K|+*{l`@Wyaal z>sca5)+el?-?uz6=S`QPd)5dyXZ2?abotgekrVOm$GWRq~GN3I0!RZ@x*rG z?So2ug z;#7#72eFBI%1ZJ=H2#vsw`;8#e?5|4=KJ6uT1)1$b@05G{$qSLz_r3`xgLgfpq(r< zkBUAWp!l;sKjsxV3HLPe55&boSi6Wwa2g%6mg-Uc9teYVu6^o#ZP$(zUlPl*La~s) z$<)-SpoN93nQy;2l{8s(TZ#{tvru!Amx5Ux7Vki^t=PK{v-U| zS6$?&BPJL3DyxHz5(UmC>&bM?x`k5O$*g4y=C+|*?1x?jujCm!#{6ZcUdI;9foq6!IrsEa z@2}HSNo{0ipPbNHNjhJou7{_Y?KKsFjwa9Foz0 zdmWSc^<|h`PUqfi^EUg9@Kc}F2jbWSY#N3)YrPxCD+l9$2XSdLl>Sj`CmZG5`RCbm zF;DGF(htO)tX(*dj%WMnfo03}J)LFBktO%>|8*_1+g;Gi$&!b|x~;f$2~It&Trw{I zhof(@Y0fn`1zO)>$O9t81Psb7rw#wDuD4`h_(_{h>Dx~ECM^lnc zOY+`6B*-0#g|y0AlTEbg3e6et+~Zw4J+FYxD|&3K-``mLQQS-(tyi%=c^3|0fr(<) z2dsKM)ZWozPg*wC$BE)aE9ewfdaC{t#j5ex?5OREAusaaEnY8%`oVbhIejn0m-GGp zMfM)z&L*>h(_Q%;0xhs(DL;wVB{@)3Uq)$$m6D7Kb?dto{+X3^4++9@Iw zVuO3d-!thll&$iV;CUKNRcaf)o`JoWV9h_;`_Jo6?3$cY6-D`bU437FVkuz(i1FLyUAvzMnbq!yYJEF;+^ zTF4pdD_~L$?iax0SabFJ@Fw|rZd3jte8_#M{%mwC-I9O1s#-t7xttcqL$Wema=u^g z9QHT!$tW^c%*gY^k}zDVMl!8G!@IuXXC>J&ck(B|

    N(zQxb9a6V0v)oTP^A4|_~ zSgSkh*Md*Z5$~jYGG^|tomM=qry6&X?i04oZq{U}ua77H;l(AcCEsgtNF6N7=b6&>?{G}Y-K=VUYV)Mzaw!M#jO2Hc>h1#j zeFDv?#*=|i&hDwhcJanmdCB)VKn0Pxx`?BLFv?bUc| zw7|0Cuy&c27rI)CH|KlzAtnb!#cC{UZ(Pd%wF4nfkki~SWgWWS=+nr9G`TUW* ztt=$+oU1q;}f5wkfU7HK*3&_16oX!@BChDgh+vU`R=EjdH zGO zMCA$E-=eL|C%^K)C6>S|V9oGcn--q_u2Y7%QSfo@;SX+W1Z zN!(2j`IdB)R}I;wm)@Ud&*r@FbZ94A>A!S*pC=zjwjr20nXElnyRtdNCoFoQ>&Z=% zdq&TY;}*VpGXI)E+dM_9L-xloxg(!1tJif9&icIpTHJ%f$)uF*zz1MdcabD3%982m zc)V}O>dDOYBShZuX|mxYJ8IUSo~E^P^!1SOpuV0mPddlgSA=Y>d^QvJvflVp=nPPz z0l&W1&lp#`V&DR0v!6Km^Q*JzTrEuHUq{n0>lGh_%Gvt4nB@5`_qV^pX?G%Pyr5oD zayKAFG0YwanY)y%gU{7@QSxov0qZK*b3H^4QKv8sFL5pTRXVv+k(_7h;Q*5Kpk-AS zz7B_niBbErY%--i#YfJe^$p^|)%ZUY&mU%^9!j=_&J?ePVth|>K4{#@Nib*Yajo8x z#q?A?zt0bH!fp#uEIZ)egvJPLxSM`ivo#Y#J7fN0EYJP()BW9!?WN5No8fBi+??R| zSFB$SgJ+D(YsB=NA6^$?udwYzh^!-9d6FDO^CG;Xn4Y_e#=GfU->U`eo71u`(N{a= z8}hl~+RXi=@A>oRG@PiXhqRxW_RS>C&fT$)@8`EW)J}zGzE?aX<{v0F?C@zF(pEF5PGOnx=73r4x!3%&xi+)Q_Y$pyd55rI3*RI1Jt=oi zzbE4yQR-E8`52aiVSOQ9es3P}s95`)-(g}zeYH!t@-W1vknKSc?i{wubC|3exLb*a z;!*aNRrH&CYp-dw3>)?%h6^p8Z{K;mBktcM|EguxPS6Jg=RDa6NhJl0{`XB;L_??(o)Ur4x8lA+=B9 zfd`W#=oQJ{vX#X(F%w(TRxK~4+ zC8FOC+WL((s{15s658nT93Hg^`?iujnG?_Q$sOcfSujdw_IV5s`O%e$cr_e55=Gv_ zn6vbdoddt>aRIAr#-$qY`LW=;+d!IiBXK8^o#=IIfB!Kb%p9dMyZ_^VX2Vaj>i2BY zjLnlv@H>%jyqbAdxC@uF4yh(qR8aFlX#B{h+p|X}b{Gejm&M9eyePW|$NFCNB?%W9 zKPR)saghDmNV>#Cb3d`fHFy*LBcIv-G%QNuueHtxgjjZc@*c|Fp92~%llV$61jC~PD z?j=KGI6O&@M9|Y+%^mQG{ObZZ{>fuTv0(!o8|Bl?&u-ODvZ;(9&3hP=%y0+kExTR+ z)bDWRMnmph?PdLSCwBRpkL?eIjB)4UdUF2c9>URlb3MzyjEBvPRNc&d4paMTGqe`k zK7l;7F>foIXGdpAc>c+wPQajgteZ>@>u{$u{ELgh_xtRB^y`H)RgAVdKO{Q{{t-LY zLHvGYZg4Hp{AqZer2cEHeKHPyCtChY-rTY8Ek5RXQDwYN?ug`WT7iWxllU6iED#BY z=^-Z-?bUNzbqn*f6IrBOrkwM6@}0F94xSCKBgD!Xcyx@JX`*aHEZD#|Ur;Oa zh^LH0eOT=_GJZ<)VPsg%R*kUlKM3VS>Ffgi5oT-j@+%I%NQUHPY9rRZ%}?JjF3cj? z8PGdZnRko^$(%6XXnz@7eIddOFcSCD*C@813eD45s6Nl=Mvt5Q9R-uq;CLfeETlmr zZRQ;Cd^2c{Umv-)kcB^i!&SWaTiQKIx18RawI&@{=T5I)gluN%C4An8ym#olD)^OpTpxYRvQT0eI%-=<(#7Swd=$1;cfN5 z(aTh_4^i({OkbvU&eHmj#2?e)cRHSeJwLPJTDoPm+aFrmDxO`8N1wCaR6J`;%Nt47 zjATQ^iL5m1iZf%_yfhta@~7wS(vK_!P-y!Mb0-w&A9QF9|Ysx3< z>ja227F%)($xN+2;L0pEPez%I1Ll8RwKLnZl~*G-j~Fbj+oO`Z+Cc~U8_YgtcKPb zY2`c|tfu^auo{i2jl{Ct)5tyZXULT-*tv)BJFGVAEh{-z6wJ$qleUt0T?f~GfaydY zm$>>ZM(6CpoM>9ZSa&gb7i(h}R_|iZ(j@v+IoV^^!#*0P!VfoJ_x(M?ZVedigxDs*9sDU4Px@PtYoB6VDYBlLc!dd%X|ith3pQ!*8qK zN9#wpay2jAXS_>Zmw_zRAODiS<3H^+=BF*-aveO@iAYoNHm70CWuc>3r5DB~hhJ~< z*5T2~V0#4V-yqjeEWgdGJiB}!ZUf9e?h<_)&?KifwSh(_wwi}^Iq`6%{_cmzHm#q@ zl3NQ#utku5jFtYTeRp=)Mz29ep>J8Wf_LNCqqNx55)<-#@GLgD5Kh1FkFv15hOeJl z5aWAd#RdAyH^KABR?p{Cc=V+_yF~%x2J-x0Y5Iq#zmc_*4SY1)ZJqzE>_ z-!%m@ts!jpEo{GLtM5ea>x>zn=&cz$^v8?_{NNN z8-?Z<%qTnJSP!1`o?2md&S1U*&$1S75q&1mu@{|&@u3Cmd^X-KplQB&_h6OL822x~ z-bA`{*l@14m-CI;`Y8k75Ah>o^~Er{m=rl3_Z}#3_4BawW38CZ?6gnVVSW5Rqb}cWwFkIpmp*$^FH@ zWa`g1qwJ~fsh`2Py_%L;K~s&a$sCf2Y8rFBvKr<4V&s&m(e5RCYSF#->?xZ^4K2e0!hK!jF_;K&lD=? zH|M))`|+uJ z^>_dMJL&#~SzmYP7G<=Vm)*F^DnCIQ$`g8mwIh5A9_NXXy4W?x+)FKFcL(2clxUt@6?Un6j zmRl13Q)zcLy>C)Fd0_TxWsGRho}c7AmD)6anhp1gU8~5F6AivLGS}h}FDkJ>Z#m84 z4wxqIb64J95~dfEU@HD@6bmx5-gc?P;=8%YUmkiA5$UnLQ!3{QQfF|G_JJ zobF=z6IdpvCS^T*11;ydcfOP6Im~se{Jpw4fhFgPSJdMBG-+vsx?jx!q?u)uSjj%i zj8n7uXU+_0tA(G~;#1a1R^xxLrn^!7XpGAlGp%`T&aHk5OLDSB2VDJt9jnr?igA1s zD|h7q58~7Yb@!5OJDnfoGw1Q5!eZYAbl=Ml-=X6|?=CX3Em5}J|lWDP1xdSuo@U=U6pCfBm zQT8;f$ervK<_(qcgD*{ z$F3X=kqgC#fxM}^s}s$%wn6_-IMwEnzhKL^da6yT7V56YjyFj97VBqC!`o&87sI_O z`IC>ild-WCyWfcI$&FeTR-;+6f_5w6$~3rVclZcxHpIW|ddLdtkN8kS%-Ui!n~9~T zVL?vNOLn5qM7@thj%4$C$R{0O_c-fTQTha*7pLufEN+egnUj1Mt8&!eFv$SbLo*P)Rq|!O{_IoYfrma_4?hw3qLoYe!c3t7xL@!Yp&N8p=;^s6kIxnm)@k8*0dc9^Rq~i zd?=IfA!oy_gTq#>RpQ~bFyv=?HD%%6{4hCGpJUa_wHax9uxj?!tT9JQcGN$ye*jM8 z&X#Zb*$&yy zaO!*bZx-1f#f(!~W*|BCu|%F@Y!@Gj^N=!p^lko_yS#OwbTfM=6Z3p_zEUK~^X2WV z{Gr}I=F`bXI$1R9MgMQuq&D<>kuK+(Pgk}NJijX7$H97i0msT{^LMCh;|bTZ$$2ca zkx%3qS55;x5&pNb^K`AO!Ky)!&dSJlu=Fso?k|WZ3r<<>W%W}}JUL5if8ofHP`X2} zqu8bdgd4JVPjjO!WQ#W2_(Gnb55cT{B6ULu?$Y~uQjNvmWd3_GBki&UA0f2a+3WB9C7{kB9u!FtX>o+I?{UoINgs{tl8Jj?2fG0ZrD<;gI~8 zY?t!C=U_Jkk~yDf7^Yl~Z=aAW_w#GgH2Xrfh|5ROtQ-5yCeuk6mo;dWNVb~f$>I6B z{szHes%V$hw6BRE#g%@Eje4<2p5)IZ>k_>Bk~K!+R27)CC&e^8PmcSs@GULkjc|Rl zULP)q_`KOum1ef^8RTr=MutAA`fFheY02mAi*rxzql*nR=d9H;2?cd}grT zFH`y*vc3nGQ`qBuT9&0*as(HH@Y`&E6~J+%uqwfQ7E>GT0Fv@-8ugFlySd;tJCy?`ZI?glesN~bmBx$JK z-!P$-xmi{TCOc+nt$jheGqjd``iB>cHjmJ(j5yUr`|paPv!HerY_h^_yr`0WrDrQY zj}<@Ur>$Z92MI0}S*nQbHQ4S4<8aO^`B6kVlI;&wvIPx(F^Vss`+WuWOcthV==_W_ z+t~4CmK#pnbG1_ie%Y;bEMK0ew{`__>lDa-4&RF8KFEl0I19a@&++B~ovs&m>vkZ+2maW zk7ps66OHn8@Iij_8Kj=o%56~1X^$U@Y&*QFiUT#ERR%se+2CB5U!?auQ@xkfN~(D# zj?K|}{{r7QT#FfZ=Fz6JE6Fn6$LoO*`-4YzCQVrk&Qr8I*Tm{F6l}eV}SLs%n z6_cA_J>O`m++$e1pR3Ef8c4h3;dq|DqvPciRtHafy5dvT#QOJ>(sG1ueiUy0~DX?>e^3bRz6`236iy-DyjPdEk#vJbN? z9R6jw&*?s}Aad;>QAJWd0GHK9^@Hh}8BFr$ z6&N^-+&9xH`OA)EfzG`7JNE5{&o77vgV=SIPiK(tFibhqCqaA(EGzhYGqj#&iCr*C z#^T$(uZ8P#`0RyHd`a8MqndH$ExnXAE6K?!3rV%?|B-YjU^`V`8^BYVh$us8P?S;{ zHA$&dniQp?iO_&Tku)laGS8BTj3J6piXsh)OldS$=JHP?sa)Uhe!k0v_kGSjd#`n` zd#$~nbM{^fBg^vERB!o%wo}EsRqi>S=j43#RC;fv%N(=7F27YJ%Y{&WPb{6pzyE;d zNVYgZtj}Aatdu*#_9-Kk(bpHW7(xGQVYJ>#t(g&%De)Gp8e=YgL=Il9L|gKeZPe^$5};`*F&iS$8!4lFHGJaiykLuvN8Wa z+SG{}hEv1oydPAD=ZH;&g4}21%atb~<6p}~a0QeP$)MeyJ z&WkZ-vZ=60Ca9)#dkf6NMT< zvM9c;)nBS^C-ZhQR?0Jmm{#iafC!yeH;Z~uGvq>7PJ&-r$`4L7?TK>PjRoJtbQpt%NSt?;&jzDhvz9B5=` z=|ix+&Uoj!v$S?~v9*&K**E^8s+YO^mu1@*DW_05%y8l{4IZDdv{sE7fUp zIaVbLEbdogAL0e z@RrZZK;})pGSZ(zvHePx|EA#K6`9oJM&(r2S^J&bB4q&@4tZ*JN zPjVGUY6|0V?+pRu7 zpVeOBonu|=!*>$1=U_?lw4aI*$uGN$Uv%R^7xTiJVsdh5T&Hc$S?3-5B8V?Eqdg{u zUd$h>)8}XFw|&LLcSM1+c;jni8*GGpn@Q!|PPBNKZvXJj7fC$T4BF70ztW~1F1Lei zsxzEGnw_ra6xDVtpGeXRtRx<0k>rxgH}$;P$P?SYcxQrRVm&%mW}S_=J0GIQ@%~hPYt1|JW~HV0`w5R|4U^Y#dtc1k zn^zr5x0+=A8sA!zZZbALNxt>&AF0r*wlBF-^)=5nlGEv5_nxK2Z}^{YzDv#cKjYVV@Op`k*%v;AagP$z`ybx89=vy`i$2Msxi1sW=d8=gCh$ zHqCdV9k8DS(Gz&XztBrH!;z#Z$%aqy^IdfR78lBks~uT3PwMmRc@Dld6er$)+aghc^xSli_qQ3K0!};DmP0UpQxwfSaXR_zh}*y z9?P4lqj=GcKK~w{*68cHEcW0SwJAbCh1*VEJP zy+yRx}ZG$sh-eKyS%#`rS}R}377d~ zv8X@T43bJm?_pg#_g_G(oIh=dc}-d8ZE@~W5^ts3Iy#g$=OiEa>0;V`;>ZbfI#q=H znPvZD+s179p>a|>bSx`;1NHve^=8$7^uCfdz3`?l+vLPk&Osba(v3790Lx#DINN;I zhrB=VzsIorajf_fidWNo3wsxZ#y#os#%F>DMOi^DPXo)aC{Kz@Vq zYrB5|8D`_u%e>-C@%<}&$~)jEj5(IZ$*)}z+R5Fr0%KFNt*5*G!_YAp^8oqVXtNmR zId$^P-d1G)@@2-U&;Ng-aRtvh?>+})@AU<>P}s!8_cor6KiYWKDN ze#3`XwO$C-JX?9l^?Am;lAg)WcDMNPg{YUaBY8$wS)02>+*kCH%2e59mN#fQUpr7t zUheMWdB;p`)`?X!A-bEjs*$rb9#j>%>R6`^wsP3b^LLOkStxHbMsjjgqVXj#O-0p_ z#>zgI)O{U@-Pt?(1WgXcogbifCj_2=NNPIm()V#tDQ1nEo!iCn{Y$?3He^mQKRgcE z#M?=Jj*S1ZK{W}qUd*ScZuC6h9>bdk~>2Tm)2!DxdMQ}0sS+0lf zZ4gLJjj?R|F26X2jJ@5_2v;*tJ%g7AkYNX=F2u|{k!oi2dIeu-XsmG^XMiL#Uw;61as>ln-`96<)nw3)T_B=lG4_j`4 z^~JC(MZ3C2ybcH6!H-91mbx|9utG8ymC@^yV#rV8Nxmglfmb-w5kHdiz9sGc<<0B- z{ulp!Nt+|_W2m3s5gqb=t{i+D7w%3@)6Mj`T1X`SkEP#Yw)zpPl0$feIJX2^ z+1Xv2y~m1H*|E2YUp?;sK`i=)mCZM#&KtozX{b-`e~j@7yZz;AeCA^-id6nhZpJM* zF^5dsXfq2tav~?|@e=x3g1rOG4cpjk7R#>`C(eiaXl+ko#VPDJ4o@cI&u;8*!Y{^H zAALi&=}>qKvRz?xyB3@M$sV=Eq~1i^4c1Jlx|&tmzs5QeACon62@c)k&oohKHSHSF z^b9^zgZyu}qZeK8v)-T2uNz`V&a6!niISgtka2cmdd`QpFnacvy`{%>Mje4$?Ztp( zDBNuRxxe9bB( zGv_bZ^r7F^)A(@~$w{Mn{NzzKJ{*e4xwwi%c@v#)lpV0Qfsvmx+Lai$mLARFcB1=l zVXxoGeg{kJu`YdyE{BqLhIMN#_T0v*XV85S&n#u6WMyiDgIRrlfgN*M^K5c&;sKW$ zA@75h!SPa(pM|-DV0k`XKCfk-NL*#kxSS@57(YXCHzst#hwKMq__73UgYN20}AUbKR)P1v%O zh*QS6Ph;bFHn<2sCy6G1(f(|<98p*?B=<^o8nwXpDYQ&}-AQEnksK{aKA*qbChkY>nBgL*Yn87jMoj@2N-dtNP3jMk{vX;Qp&K&_pXei z=_*&cnCIr3$xd{o5u|^I@?+xHVNhHJy9soEg5_qhN3vM&&BxY3sHfjLllVUU-Yr6$ z4X4heO|FFhaNt1WCNJNm?#zk4rf{99-3Pq)N)jx>>D|Un9qK{s_gO*vs_=T)Z1bSV za--}0N%#q^CeUXj4DPU^+TqTYdL00l@(?KwxxH|4fl({4>~_*W>7MLxx{WWCz`3FP z?*`uT6nS%|=OX=lOYY1Ak7<|sDyv21Wn}*ia{JNlNht5;AEii_ED6csv%gvU5TE=Z z>eOPrl2B}BO%(|zx%YG)QG<=f;MN3Qx1%sCw!-=AA=`rY?Jpi@x5`&~y_qFzu*4L1 zz2lyD#m1^w{W4a~;`cS(aTlxa;PaQTc5VOeha+cM!yHGZQd+!^m1i1xGz4n;n_618 zid)N#(Mw$W3op8fE_oaKu1{`fg#qxIf+xvFlUzxOB6CRgFw52y0heHJPPZoG+|N9z zA^Y{flqCh8)e$xNxHp*{gbq<~{zM*m4FL9wxzgSbr`~eavpXMaaj+ z%aeIe-l;4nLEb0AvrvWNK=ny%CL_hjBz zMBK)=-{c87CD;U4FCptVHlC^1J8*85c$xPAsloM|`6atZuZ8-%JU{P1>#}WjVBF$w zO=D(V^&UNrq<;-EehJ4X*z+cT^Gr0A;(L&#KF#v%C7IsGi}%SOnY};#^?w>2`}=Jp zezxHG*YMXVWNSp`lf;oe*!zI-dz#bkg7k;tN>gk|1(1i>^)KH1Dw}=*(W^<`9lJg? z^FB-KFIYBD*ISZoBL>u?O()*Qu}m zTM^9KTQ4V(;wfC5;f~{Y=Fj3&PW3c#=UIHK2KwjFw@T%DS;pU`g-nZERSEB4r9wl9WZXYrQ@tjb@8|HF9L$o(7OxIeDmM9L0+ zyN%9W_}>h&CQrv(Jntu7(UATBrDLA4b%aK8aLj>AY4PH6u`sm`-+*}~oJ!@CEu<_D z(S!N?di~WiYG;#GBhWn7Tz!w;E@baFc~)^)ZQ>CP zVOawIQwQ!ZjQE6`CO_28ECwioc%f#!zfv)!94RbZ5rz%!!I9@6If_BA9c zL+`QLwZ@uaJf#brQYH3nsNX5}-vjr28_kZ)pN)P3N$-I2ZZcmC*XL-O+GCeMBGv59 zbv^re+dyNdyRIO~9X>gcuPlY+J!0fQ{?pyi&THF57#paUiYEaXX#;?yQ{*xKb(`vzKHnt7mjVli`1ff3wrI?YdLE?NuT#{ zKb7UC;rBJhS}%cTyj12JMs4;VKp!0*_=#8t2ZYdf3kE2Y_OIbSBgok$ufimmYSav)w)7zlg}IBdv;UZD#~@|XVOWT}Od<$o?YQ4t1yvvAd%%{mv(20Ec#*jR2qg<_n z@jFGj$F&QhgP^xWkB{-SYT`$p+Z_ml;`o1_sF3=DZQz&h!wdD3ic~B4<4VX5guoI% zH#KYD!`qhd?BS4^>B=>v7|F7WXkM46W=1T@Mn$zt-Lbv>v^Nn5oS5BRD?!F%vA3hy$=t( zlCD+U_aAS#*`0ZonGAGSTMgvdV^P0#WVQJ?lO4Hxuxl7BH*237ozr+jvZz0Tv&n|m z1?L<1{4qGb&zeWG#%o4;gf!Wu`l~UMYrhklJj&{|{QZmV4-wPyZNDglr)V(>56(5> zV`S>hmj;pNLw{bxhuQSaS<}1&%(wHuSZ}Nmma#$dv?hnaiz0e*p5DNZ7KtN!VNpZU zT`rQpK*GEyULnpG6>DyT#tVK=-tN`38v(@==#sh$$yZZV#Jb8%cN=Y2i@3={){2jf z!Pw-#?MIvH^iTcT?R>SG7}Lavd3*IdIfk%zLkvpIllpYMm-``)Ci`cy$fw3|R@ztN z-?1=GjjoBf(HBaekZS@t$KZL^h*0Jj zCS>JyhQG_8HLVaE+R`@Fb3QCYqf|G~6O4R|NKV)0is4dzsKEAoF#rkw8h znVvt8{SyAM1lDCmr0gjhfU}3{alNY>;FYW)_ZW2=T<_+4c_wuslqUIk4j*|&`x=;& z+DOx_-;#xQBwIg#3CXkDyD-ysrbTMv<;m{JY?*UW z47<(zcC%5E88g-3UUvNgKdtclC46`vn55#tYQ23bYMgAOM7Bfu!!zW`Gqo9_$~R=W zhn15*>VA=?8yn_qWi2d8{>bwou^x^O`0PH&?E}Xn-M2~P+isi_N&lFUKQ-#H5J)wi z%V}4KoE!Z73dAy}ZS>nh-#U{y{Y5tWpU<*G^>J2xQ19ysGjL7qcIsm!9`=TDvMXi| z{RCU)8h@)^=d#04k>E$O^2;RJroSUxNhP0Ic-jYB-ovxY`RCnaO`Wh;`OV=hmwfTP z^pmr_2l4-o{2GNN0~u{Nap29l44*h*{ba&%bC&a=q%7QL^*w`9Uy ziVK5bScw()VER^LCc{B>5wEAXxzp!6^zkYE570;UzHM^PVI)aS=v^3-jPW%g^r5+> zEKSNms6U;%VP`!Y7%1|8M&7}Au+iLG1uEmAkuyu{jk1MQ4@3WIHo9IP)%~7t(vOkj zeA@IR(@R<;zxeff`x=XG#om&5mb~2U;6DMIu5o=oaz15@8;qHHp2?bVI^6r<<(GJr zH;*}QdAnZXCCL$)om;C&Rf3i3LU17lcF=Y|pCp&<5R&Z&>AT@S$PDwM)?-OIldPlY zKLyhDjrE<_mWnSu$iKD_yEl>HJ=T66uZv@T@>b`K_ADN@85hQ4=V~b32%eSn1jJmhDbswZk7GmFLJo$cT4;A%(B6&q)-30YVaHs*DFZYco z6>avg+E||dFt(Q?S9!BWIr6^m)6_$qh^-Sv$K(lkp7yV@`C8HO0o*!-{+)UBHa*@0 z!Goc7DSno5buq1y&nH=j$LZlE`dQo$fx+{fTsE@`$Opc_m5D@Y!I|^j5Mz2c7IL zPPWEc&^_6wMLkux8iP_XrxnY5Y4!7>drI)tnrzS>f4+e27oz8Ix=b|Qx7u#kb8-=; z%4Bs~&NVNM(`#y>ya(}|qN^vOA0*ahw*RCsZ>$%Ace$FA>gQWItc25ek?0t)c8<8- z)12_7aeJ{*9oEjCw)fb(9E28;x>S#6uzIQ+<(7nKy>z6c$e{h96mfe`|nL9$$x{$xe`Z&?mcog?|U~t2cR2 zbw6)}-6uZ(kt~05eSs;AyY$bwchFKiEhqiI!lk>! ziv4h=ya;x^=rSF5Q}?+RDN{9ZHsptiJ>TL|O$<3%>lawMgBc>vE=!qJ$GMv7@yWgx zW+t!R?L29W{wwnC)HF_Izz?hE;6Pl^5*dUs)Rz7jxc+a6EJ-onB^_3&@jv?_=RH7KidI z?R2bah;?`S{bwGWeCO9fav^JehduL+nKL)_*zrX^-9_tEK2Pqs(tIONdj7q~lmn};5$@9n=l*YnER_?XrwuvZ5$raC(e@kwgVr_NYY z(O{5%Q+4NKzHw6_t|kX{L!-_V9R@<>T4;U6dWjf$nz50ml-JV%BGbdL+bwRK!FpZenWOEBA)1cRaai->m% znX<1e)u3*}zY9dK9VDxX)hnUb+PFK6+S}DBMp;R(_U;^j@q5g-C*jI=jQxXzXX`D# zwUi7y^;%QQE#$ol@@4U}DGMdr#B>_Q&krHpY>Zj0WflD`g=JqHn7~S1jr9Y3lBHuj ze^2eUpYWgu#(qQp?5DnyHXo7bTKMK1XH^J&X{4ON&o_!>Oudti4YBP!vL0oGot-Me_*d(#cl7@`OzP0It@~E7!xjup zM$6Q1ZR@*OCGp~PC~fxhD_Z2_T^-}6V(~jT*%*c=8UH;zdX$w@4Ll=tWB-9TS)K$( zv(VKTm;AJ6i!G~Z>M|HU%V?0I8k{n`_+? z`4%#ti!X0M>l{{p8ZSR5e`m}uDcT)E(l_AR+8kepPbQ1SeOgza_U+|Szg`=lQ!=9BnYHn?A_HGWIwsa9l|P4@w=tblD> z{T*rMITJh1HGjP3o>(KNB*Nm=W}-7N`$Dp0pVp;?Xxc!upP~j<8p5;9c>wge7b+U50T<;g+^PTWH3^p(G*OqMF$ISO=!AIH{aS>~^rT_bM z+M6Br(QBTU-NO34#H+P_ze@ag!KiC!(iR$%-Tj+34~w-Ak#Gr{T*JQA^mUsNCs|$m z4-e+S;9?Tz*?nrIe4+pC#=i)g{uQC~RP$zDKb@S@dHFP0)pUPf@%wGuc@5k0l>S`) zpVeL)eM}U&TZjT#H6Bxl*2#+59MX9*wwdQ1uBQ*-el4_a!lGn2Nj%P;q2yz_kIruy zu@t^`!noUc&=i(F2vYs|Zbfr`cGUbu^U-?PMV{=XJOg7(8zXyf&mztD)`@rNH(8jv zix>YB71|o_0Ty0rcIZo&*=FEV>6_;|b8&SOq#qGKwuzQqM5e`7nhki>VdnCFRwHM? zd8EHJVV5(2jp=nRk8jT}T9f`5On*#ob)lEDyw75N1t^V#Npikd;8~+c`5jvvsLxm6 zxIad9qgfI5yPo8&w4ctpoyb1b%$4t>_u)=An&eDszQ?}k-`BN&n*=%Ad6z%8>F;Rq zuZ}BE@TAn1e2QK29KN-CF2^S1a4Ov(GA9dNspT?XLR3fi_8c}}7IzI=I4p&}0+qCTCO5%9JPRP`w^W?hWkw0l6!aLa-|&?@-MW@d+OYH%wrcI(vF;n7|784G!Rk4kvjq}4U7D-}2jD=S zpEc8449?V^-}7$BXeP^;S|JZLWDZdnfnN{}H5YPRmO8lW#j~ z=$`xuhxxykSbV&8+5a+^&2GTNZuqzt6vCZfpmnkqBQduE7Oca9<~;j&{`&)e%-iKD z*q!+I7S@$u@%@c*2`yg0wFX+`OyLjcNIQ(K6$`QR z(!yM`TzovmXvrj8gqF`3_jkVh12)uwSx#J6f_ZAodpUCR%1+%N_ndhcp+G?FhVR3;EZ`Je?%-jqs}& zHBo<`lQGZQ7WnKi)}2GU0ZfjG-m}dXkIu*IoNE8g?D7A5xSG&$irF#wC0>No+t{#`?f1o@1&}?JkDSjc zmyozVY4a9(C=?s$bBn$Y@_#+|?Sj|c;!g6GX5Y~`*zCh68ql^TyQUURL-Op;p4+Sj zeuC-GFjy{<%+$+mtbCo7z#*(~1nG_?^~>y=ofQ2^bg#9@9x_c5pw&oT)$1)dgbHAF!XN-;TKV5R~#RcqBV+!Ph*~UrWMdwto-P&MvGCvX?b= zTc*>u0)9N`_f)LNYAiKg>hQUeB4{$EKZk8c(4jayp5u?t=rehfIuv+z9a+v2<8J2_ zU%~eVHZ37GJY}r&{Xb0H*hYqX={HHwE!;g1XWENZEup$l`{dlp?DH94c?ybUXjvY@ zPqF&BY}uP88;miXm-ci|P7JhV_tc@e8MmtQgH(b)T(4ar-5O8Jh&WqFG=NFa)I1kYUc0HR`6d}s=j1Rm!VB(SK!;*% z@-NixV)Nt4agyt;Np+<@$6(y=T4ir33h1n9B+D!%nRU?lUv=zxI1Z^=aQ*E_7$t{*~jm7cw8!0 zuNK3nk^WljILjE};kN}}D{Ge8=BH`yJ3+k0 zANt-S#*Q$HJxiBcMd`Wjo5}xYLVFymrAAVAyY;}}S|Z^K5cr4XuHe7P;q@PVM)IBm zjg}{O%b}8ecZ*o%B4cNtc0aTFazEc8s$~bxF}(OY3>+X*EQ84?a^;+3Ru6Y-vBr2) z*kXTHPe!V9*)+Rt4>S8E<76?m7+K)h|9_Xv`Ib`Hx5@Qmv8NY2AHs}zJnnR;HWV%L zY$^M79-&d`!rX8^6u+W>?Acv>|68Q`OY~dC?zii`hFP@*?30~6XP%CsX;VCH$bLB; zogCEn@v%S1TAOqqnVoK--8j0Zdcr8a_=zhouy*zj=e%;>Q~U{yUO3uSzxm!USU;oP zo!xQCguR^6LyXgs1<#>hH(Y5BhxIg1O^SK=ohwkk$KzoaJeljx?65rz za)*f0WmzdZFPgH)JUYDN?uYRDLU*OwV`tXuPt$FpM{Sa|)M^Fp=44G{8n@%mC0OWu z_*~$g>>xh_rnkB86B1o5j?`lP?8NRXHg+e$oAgayfK;(A%{xDIZ%J4;hSW?J8coIq zMp@v~E8UX{06VRNx{FnBK%+N2vUl)&=p+Z)og!jtD|ZyjkLJZwapD^&4~I(XSARs) z+eOKBqUIP@X((nK52I;%c*2a3Oocaz1z*tVFg&~nx3b%?HeHjKvm<`yDQ$AORVH<+ zQ;mYkOSqDEf%}S-r;;GiBylEt{ztOQ9uaFXZ>!;3Tk8|MGib7yw~VKMTR8XP5nE`qKuo%xo`YcC z*`4=5;&T6=N1jyNyqW}k#KSjuPZ>J>YyR25>Sw!efBI%dYzU8ukln-YZgKrIGCU*B zr5aE-Bcuk=0et!;GvNCo=Hsq(#>&$~^_uWp#L8dmd4($@$y`Y^YTh6ILUT4a%uM(> zy-&uYW$ym}9jqt8`g@igqvxqcJ&`OeFgVl zM6&H{^*E-S?Vf?W_5$8~hZvCDF3IJVoYzZ5nvdPL0b4%R?pXa^f@7Wdd3)E^^T84L zc2vP5vLo*mcs_&+nYj|nJ~8&Wxc8Qr`D=vEs}-jP#(wv!?EcnJ?%x8ya9dN?^lxP7A;eYayuE4OJy(%rDAS7>#rU-v6DC64v|Y) zuP8rSt?%x7Zt1hn^>YEHg_(NmGp+sj^X#-K*;TUKsDtx-`GZ z&W^!_mF7sAeW`u&F)k)`XErKqvj3xMJzG-h}`#dYU zfh_AWx097ZvRhw{SE-pepKmONMkBwU$0v64tUkP;hkH`B@*8&z$AK#Js}7SXkjkl$ znLM<=tFP(hNW6N9*72On*`kP;b+v2fi0D7M|3}v@B5@hAY-Rt8^goV_$7=Z(i@q%~ zBxX*;+r_R7!M*mP@%OmAkYvSNy~upOgS9G=;BNo#a$kFBbtm(AuH40{x05=RBaim~ zY~EU%oj)*2P4TiMnh51G=5^zf+w@zF-(~mmW-EqqSTxk^_#gWW zC&@^hJ6P{s%*|afYZ%^EXXD{KZnIcc4&IxfH=q3;GjmP#dv7w2^vOt9TIl;zSTw+} zidH`PKG(@l^=WoJ24#2PTO?dxka_^#jN6OM1nnfAA-MIjX#6dMRBPj&8xA~74CT2*rUxfll8qqZ(X%Hji){V z@%}vXC|pfWyw>!&43k!4SS?tU7t^MaBlRy*Ppvem%DKNREK-AE9;OVy-(`@^Df1(> zxC{fDvdTImeQty=wd)SgJRjZxnc6s6nJrQoEg9#&VfO*r zh`&jn9oIu3`7lpjBWj+>PPf3|a@R((^<=oN)+(oK=llOhy(c4EYK{M3&iYM12hsip zviA@%Q-3i}**?bbVi0_SL|2L`bIb#`V_e?p?_}H4T)AI7O?Hi5{?D$}H}ErSmSpYD zQ=naRzQRu>^pILiCtI0x5g~e!<8?T_ZsgYby##CC7Qd?-@d$E-Nyox|symLxr*mEH z0OP4viOD#4E+1?Jr<@Utr?fJU4WM^Ur6fPv)x7p;HtPnZ&PL9=%H(i5PSib9tKZ0b zDh8#JXHLvlXOScE`6tnJ66um>?Ix1#WSbLN@%6$=VMT#$mlp6W!55QLI8O=Qmh*cLHM{K7+?D{yWqzv~0-lQFmltL!BIcK(?YJHuEn z=Y;as@IA8TTUqKqXH|9@_SeFxg=}*R?BC|+TSSM?#emdc+bYhjg?sW4j`LZbO7-)n zyDNW?V-jYiu36TK3C9OSJe3kBjN&GI3})KPyAt??|1@^w}AkJpYI4`C*nmgJfMrqHkDo zqTgQ=6GxNjRNgR*Z&f908*QJUadFZ37d>31|BqR1m(NnSc|9-cO{!Bc@EWtssieZY-T<<1L{}PI5~}L@$Pn7<~c}b z+NRb_Be5$P^Ro{$^=2N{dNqH^KK!aIbQlynv&z8`ITAnrGFl&Avmb3zlWHUE-}@;D`W0W_`4h{_u{F?h#$Ll}ZG7m!i*xGeI8r38O`z=}R=81&I-ebn;MX@8?I`0W zw02 zTkIOT{U#<{%{N}e>jp5}CJxjWF{;5JZ`+FC$i-}(y;;|iv@v-W@u_!lc?L;$it79E zuvBiX!2+ZGoJ>$}<9I#(IE$=*TX83IYw9~Chf7r>=4@a!9-QZ!jafAL5B8x&1+2M= zbQQ>SAr!C2o;&@UHDGqB}Dc za#v33*LUBQBq=NM94Z2eg827IYQx+|dj zrudMo1!H)21sI>eL#B}8KR;bh>eG$>EQwPI>O5R}UmSbd)tW~9R0O_}_8oAyp}*Dr zJYCPt;84_0bA7sk6bpFfub7klGFnODj zGYgL!Hx(8)!82!mlZkPEGeELs?d`X(N!J^LCb*+3e&ku>ui7qQ-OXY_zL}5YTRBsn zx_|fh=>+=x0q^W^N*08C`}_&l|J2i75WUGKIomSK=*hmBXGxjYYqE7?8XN(cmZD=h zQ7OB9cNq5zJr07#R6ej8E9=u}KW(n&UwMwuk2kKN(L8_h?ztS>7bR<++AV<`suSaudGKgx3Vvh0a`=sTKZUTmb_B`myz z^#6%Td$V*?80O^L+xXBMHZQrmo=CN?Ue9tZc|*JUw68U0a=?_-=b`$Zgl~KE_T&w} zUyMu5_mf2ObNJJJ{#|9nt_3f8i@#k0y%l26_r}OdKaAXfJuitZ|B5=t;@b7B^tRdg zT-LrH4w(@<)A}1d-fo^)W3*mo*HjPMON2cXfOFq$7z}!L=$07m4O~ z)8qn7?Iz;>MUOr>yg#%`={cEX?{hpr`CCsMb@|KC};q&rGr%X4IHujgb8X~)tx)2cSlY32G4^g6~Yvy2s+ zm>QMmvq<*tHYf2UYyN%wTf=l{OHj`4_pImM<+qQ(Yl2AGoXy&aDnnp8UfemF1!uZ{qY;nL zTQbEA#gR7jERQpP8aLl{&!Sxy9yb_^`ti>)tTF( zo>#xkt6mTrvNQW;et8L=cJ%WCQq6MZ9anCp;SlrR%WR+X9(^$^HM5gn;$Rrggvko* zdJz7pA-Y5BDy&r+_mX}26ka^pT{)*RnuMEhxF?D0u;$~?`BD3(aQxff=lJP&7&e^U zvM;eVoG<0wYenJSB57I3&Lv}8UfWl+xRbPZ>Fq?L=6lR&(o8b;wIs`1>g-tBM)u2b z>rq$o_UkqG|H|^SM6feh;V1te#Ut9n;vZ6E$M2iu=!+50nbpR-a|8?4B~j|X{Haye z+TY;Cg|1d)=^k`C85?(C^jN)DByCQM9l~!mL*NiC=aT9^E9O);-(ikP7TcRyW(Mp| zqe=3RE#=*P;Wfytd$Rva!FVL;-@xP_^|gTgQ#bNnEnf2T-A2n>!;NsSs>Su<=^{85 z$MjR!IZuoK#>$KJb&uI+j8FEbZ4DMn?%yT6b1772;C(XFEy35de05(QmR%n?-F=mL zqPku?^1oNG?sVRHT!DFwv2&XlIJtexu+{r?Zo_|?Vnp^-_1J}^{+mx`&tLM}_8>to(fn)vHbxw%$%a|SjT6)Uru9?M&AG`@IR1s0^$`r} zVNeO^WKZ@Qh+lxGSCTtt*jD@fajR-YLomEz}+ZyZ^6 z8s&a|eIgz|q|el6%vs)QB)rhfkmtR>YE{=v`I>vi!f_&I+(F_VT4hJsSu~yo>3Wzr zPCuo5avG$5VAXMcT7jjN*)^-w)JA`d{u3Z{21M`l$w&07WZdkNJB$Q<3-fK>P#!LN z4kFiedP;tjWamClBu&nwWY4Ps;btsR69Zo+RnDt6H`;L!xB%{-={2>}u7&&qt{z>8 zXXV_N+U#k4IRV%c0mr4TjwbUm|38FfZJ?RFPpPUl6z3l=F#Kd#zem#KGDYukuTt#B+kVH=r^PlD_N##t>wl!8XSmydzw z-#l%B*nTg6I)J}Cf};nyFYk@&ku$Y`dhyr2SowOR42Dui(&qhVS@$Jp?LeMYn&!!r z{)2IvL86#>^;L0bDaMS^zDxo4YU1(*czXwwPsEJm46P*MJjVaViXOY!@gpr3kmFo( zWaeA~rJ}UohaT@5J-aoMnv>a%Qikbck7`|5Qv{W`Mb8tA89&n{Qa#*|dy_=Qxd z#d(leH_|8%Sph6{N3y}5=hIYj9W4sXb5C|4C0}Ot#CO1|A93#}_v|6he0?>?zZzOq zcSj8?nku|*0n23P*(O?7;gQd~(ieucAh*!J#oeE*)gSQA&8(cd8QIVL54+aEr^m#V z0e=6CoobM}3LX!oUmYwg=IT&0NJmj3d?~4iefZbDG})^4*X+{*)5^mCVm^~+NvT?x zDkAIP^{RWa7WmnkWVNw&>mhGlD#9Xf_*#2$WhwI3@2kQIdOfr^EC&M&6d5GU0 zPPgLPE+%7LxV`RLPOcuHzk{rkDq96lgw;&#o)(8YiLl86n&*V)i+a~%W?iu(Ppgi{ zlVU!9R(}WJbZd-EmGoC(S_~`yHAV~CB#-n8Hn@+)uYucmUYEB)?M0z8>G_$lDv2kf zjhDR5CySs>w9AgF`!Qf0&BxDru4R^C&)@wdPnX{R3xm60N(omtn+# zFl{4hnd0`iM%7k<5Boh*>COn$99O;hSy}WcfrW)t-Hn;#aSp7pV#{=`Aw4#=N^*& zgF(mf%-KAntjIAGD^eqN1YNVsI=j+~@QZuhQMS-SzGL(;_g0|E>sD$#NRsSf4~iN6 zu=I8PEh7J;{x&3icN{yKW<7b#qwvU6t>p8{-u3Iq_ktO2Hoec|uh&8BCp>r+cQ&$F za@+pFx+S2McOd->|9(W@Q}wjb|0u}F5eND!^p`fL_v-DQ1J%5M*d z@~7#gBt$nD=Vcswl-+XrU>C;S!^3)Ol|7j!iwd>ql$t=DFrgo;cUf(hfNXZpO=I^n z*|-{xu41V?iI~FQ^8Ryy-XCI%JXL%{KiLDk02k{(u`(HR(t01GZXjoKzH_EXvl`;H zv>0TSc{bnwkAA7H@HuaM*}cguI~p>NlQ%i$^8F_7kGC6fmutyOf1{|-oKLl2wdCi# zL|<9M{cHTJk8?h~0(&G!=u9@rKE%W5m0CW_==8M_4)J?MOlo3gxK|(dV0?M{9|4#7 zxRdHudyAA^*`@-FlecdqwDZ>CeRzFJ!g+A|m;Bqv^mIX=)NIeHY74&XXPlSxKEwSL zwSAC(e8pzT*ZLQGwa2>ypqm^xi)oix;}@7eNB$L<@-J>AANml!a}%yU!z+H%Q&?VK zyX3aJ3JC06S8T zxhiH%Dy+u-q3e@+c$}Q2$^R~{R^e~wu-<5qqP=^wN~sOqPqjRR{=;zOBHGX8-FYhU zfH*OW4-Ub@lST37Y?;isN0B2ZlXAYOzxBl1dR{}z1KnF4dq(ltRQWwhEKB~to;>$m zh`wcv)Ohbo@_SkKME9O6LZ$X<^11I~tq<|$R*W2Cj(7v!JN0zEdy`xK8)F>FKJCmU zH_~?|opNHP73)u+@Ih-ct{o6@&>0~W-H(UKef(P}LoyW<; zd%0P9BH2bl=Q#-PPqKeSi@amlE?OT!>z^?2Rdy)KN>%yx6aG&nlMl%~oLx#n;2Hjr z3X7kSuqvLXdQ(mbj)3-5{R}knJ|gRGb51Ez7cp)%eprGX<^48#lxMOI$swz~hho zc9GxPxc4J5vkQA{^Ka@HTx^W<{hX7jUG#R1zV|XpT|SmsaDrZEWA|Vvr?Siu81jJ8 zlizQeksl!21?GdC`1uzrQ$u9{Yvs()67oEV`FY0Mhfj5bOaqqfLCd9(IT6BDv9q1K zdXe>~0?&rft2PPV;3>Zw^(=^8N6Y>NHtuGziy<`@=aQAFYhm`x`ZU>jI^tyyUONom ziu2=SMr}^F-t3t9?EuU=oE&R-Lwg)L2A0%{2nsaQ^#Mgze zITs>%H~R#htb@y3h;3oXJf9ehYk$D@JO7R#f1alNYP@9O*w3BEVsqZa-KFR3_1??8 z{wQQeYFiiQmXo>-OMga=QY6Xlm*jQ21Amj3C2#H*XuXF={Kv;%6MeEDEbl_b^W-f? zxDQfAeU>vy4;8%hJNEm}J>I7<7JT0oO@^?_Gv2$hX;!)dQl}VsFPz>7u6NP%F>+?-{ch`*8$`2VJUdV5|8rletE7Tv&Y#X^lbj~0 z1jlRjwuU}4Sugn<&&0Rvwm8P@(U>$fNY%kOZ@ce6Jtn_NcYpsP*=7;u0qt{kH#yah z_U{KQQBU03!#nR``6KvcGd9esB{_&QfBwjF3$&f+$~JwbuT*Wkm<%0AUtBymo#bD; zaw$8chTf0vSW2=h{B#6XPhsn4$WfZj5{(CsftN5d`7p-O`gmjf ztKVaJ($j48z7cnlx2PVITPM$->}if}g6v!D85(IQV}uEvo)Mr%*b1zHzjiT{k$1s?aZ$9P(& zid%M`rFP}%BEt(}Tj~vcOa5xGTFN?Qaq4lBKLde0_n(9ZL-cT^zLSAlVQll5w`E6K533B&sF znAXP1Zo?b-LS+%SHYSASCt26j7jj>i(f}!M@}VYtu`2MUMWQ1L#_EzyY^A`%{$18NKr;lJK)>H zyz@I|e53b{uH-#dP9$w(fpSK;m1f_I53guDOg~Esj7*)FVI*j1jNfT>pg8z6OQe>= zhvw}(V>{bO+u`*g{~JgDyxT2KrzdgoXWFDv>kU|*Y>$^|{|4<&WV3oONG099w3%ck z+MiT8{}p^c(RvL0UgTNN8*_`E@8>hexU(8xPhQQOa84%ZHOB12@x2`dK(NM`c=xpezh z#F+)NZtQs!%#O6y>`uRVJUw}EC+THAB=@697ct~SdVLSaQV`$fzGPRv3g=S0X|NtI z#NWjJBd}^F$#X8Sgcj@EQ`Bd-!8JDMM4}(9gc5<0<0C8lWCA!28dD*5o1gB2(LHo5 zO{TVFnFgyqPz@{nQQ6)PnbPL_W^$TQ?F;y^+PRd zut_QiUqYiN{X0sF(NH^3bg9k?9knT`^><=zs^cA?eFJz*7u$;9d=R`>i--K1yePM` z|GHzYrN_%7;GlZgChLLg}Ekq)}JEvBACP%+xu-2>8q1| ztC*S-q0{(a5$G=ANrOa>u|}&b=05M=x@MCq7<@3+{lI!}`Z-S(8^Y%=NUU(r5KI_G zvpxJYCpKPkZ5!)e!n(;Evx%?Y1I>OS*jl_g6;3%_K8f${CQ(c62Gg=6{v3yw`9_m7 z+Wp|On*aw zy5;7ftHUM`E#DU+Gma7H=Uib3-w%WuP{@zgHBr` z9nCZH>^|Ad8;gGz`R#pn_}0%I^t@C5A3~`rn?I{fS*w_Nd@ApQAGE&MZgxuz!BYA; zl`XEs>SVY}K9&BEC`zKD=H>6j&%=$JHx~WG^>(D0=g;T7qXeF0Cut*yKdaR{d}1HJ zA8P)q!~RRfx<4VeA6s6F+o@T1Fa)lE(%+C7hH57**;nOSl`AKlS93%cI%*lQ9 zeTsfhr&9}_lnTvnlJP6i_fz*?MfZG9>q?@EB3>7E$qwI~D!qlJ?q}yz#I1v~Q?>a8 zC-SuINO9uLf~UVrzhsD72(PEb!y;CTzmcV{p8nM4J!4#I*3NU-UbJjvtklvPg&#AF zocxsc>T!w~lN`wlje0sSu11=9JgK`Y*<(0fZ;LRfI8@(YgJSy3^QT8ivXfuj;I1OP zdKCnd$89hC`50Q0{dTF|YP<7fV_iz8i+IgO-u|=bSB#CPkoynJoC??1jkAD+SLmyo zNR&$T@A!NbE{?;Hk4T)SJAbprrN+LQX8F#(i3FFMvGct1QpmQ0#!)Quqkj*9dr3^c zSDa~LzRa`gN65b(V>`0fK_W{XZCaW?Qs4b~_G^u0KaeZCKBpMv0L;G7yprtlJ*>M@ zFRmGh)@i?=_WfveAQaWpYAqEE{b$cb&&WzGBDU z$v6{MlW8@BE^~SK`K)p}`;`-Ml8KeehQN_S*8ie^VWNd z=-pF4XOnM&6-7UC6layxN*e~1(j;q1vI%(ijrg|1{653%(Hqahw_31SOuNr`an3Qd z;ayFw!_KkV`Hyr5i8ZN}bb)x(6aF0`Sr6Ad=^VAks_R$pxN>h4Qk%lq|~x{9BXHcyHNvF`0~8BW9cte^MGXOQzh zo)t_t(lRr4cA(sBmYYP*-g?MN`6rmn=B?Q^H^0#SS3O=pul`0F$D%juITdZrW0kGg zQp~+|*?Ayd_h6lN+I5B37Z7SDUUr5}d(kcX5^rVUX`6~|e ze`!6#*gc_CTr5fchqdH544SDH^qHU5vd|cjs-I}Hn`Eh3-Ami#z&gmN|G=uJD@FYL zAK6O#QyUt|+W1{Tx}t1W+uV|qL_=|MFDR#)M{DuoIntk4Kzsl_x8l_-C~aVyJg0BT zt1Hlchj?6xcBA=FWowgCIG8gDcah;bWA9+k8!>(s|NBSf+Y?8h92zS2WN?SOz($n31s15{fW0CA1`T`d>@}E~Q z@Mf{7i|F_zM$dy*vZuag%ogU(mG1tGKBr;zyClh(+rwe~HeU9{kDMIM{=B!%=vT4w z|HS^}?mQAcvqiCFJ>QBE4dMO^kFNpYt|Cld+|LT(6Bc=&eCKJuTh9-Z^k^QJ%Ii&7 z_8G`+5n0AVc`s5YW6)M{XeV6`7KhF=b}CYRz<1m69(_ zA+f793EKL1lvyFCxA&v(qgZtr{F0sJFi|%D#l&kRddAQUx8w}z3qcC71Xm_s zi{}1q$qp-B&1yBdL?6ZeE7+rppDtmC{dikdcl|Anm1eOv&@00RHC+9{SS@+trDES6 ztCPX_{SPU+>+K{QsfuqqXr2}NzIc$z2*qiUe7`fX(8~apM__ zV19}9&SA8ipmk}sPHw~TVqZhicrcVt;%TMHoeH=wvg`(E*Qe(m_L)!a-+eX@Yp>_U zKhyfx!hNZYkX%x&$e4`2W7+Q){7Lnq)GImzX34-+&2McAmQGgdWbD7fCv|vz^3MI{ zN-+#MhPS-}!J_(@$aj(f@EYh=r+4`D0z|V{Bl*mmLvSTjuQW4Vj%h92JlW*~uR2E8=j!Hh=2XEGyGbR~rnkY2S)jY|Y#lt3wuWyq%)v}g~hoji{ zU!zYE!Cv5pujz9Q3uVn$3+ChKo*Y26tpyJ^{;kH#bBZ6u@9A2!^sVexd==yasoL3uAEj2y4`!j$SUjhG zC;2%Ulbb>NI+&E=E6ZsA2JBzcvJb3AlVBf=8|B&#Gf>`9H7U%4iLEEoF16>AA>=sn zo}k4YR`KWX>36Nlld*AMqcqeaPZ<}o!n0!E>pV4?3{qt!=NPk>U_9%t#ESMfRjCkZ z@5J?`yk;O)zsQ3hqFog%O3k*8#%TcMsr;iY$!n4~wTqXt)gM~!1^FI+YQ{fSk@r?Q zoe$rxYwTzl3n{R9{RpN?Rne+zSmug zK{zoSO0{9S7L#*c_%vKSA74)M>H9`6Yuw3XABiK+vcOO>tf0@M@XY;0OPG+H_ z^|P5w$CB|YOv^tndFNX?e7NHheh%|x#3iL3y_pN*ILsm1v1oe+K)*M8B{ ztK#EooPPzIe=t&2|2KC}V(bU3m63|m<7v{ab>}Rz$MvwfhBdO!ZC|n`hrj?5Ia(rJ@u7tfzo*1){M<>78R~Ad#u9E$iIQc+hKD(J&*M# zbI*5>{n@n<$!@3NTQaZLVb^a-UkmctOIOpq2lJ0f z;?Pm#Og6%=Xi^mK`ta0BqRGdk+U5FIF)!co?t(=2f~ayRH=I%zWraEyWW1mT)@-Y5G{}=lt*~Ajn+8ep69%e^`kE@E!Gx)?+u3TW0i?Qc#NG7BBMA2do zsZOQu4SE=f&*RBf79PLA?^Zo;q+2zb-l)$_W}egZ&pG5w!Pz8$NhO%9rF(yOSXMWF{ z|Fd{Wc-Rn!hwCf3qWbx~E|%vBP#sLJPph0iDp!b!WsJT|1lyv|XW^0hbCbp7i5Srg z#%0;?C3?Jzi3@46h+Jij)=&%>um9vQsblWX+AKNiZsw~uvexU`rEX4kvM1l@Euu*B z{x>(?%Oc(so<31rJ;CRxhuWgB8hw**HzDsU5Ih7n)p%g`Emb7dy~ZDm<0s(NBK(<2 zvoY+@j8Ap-G$onGhr%~GL$kj&H3r`j-D=^~qwIMJcFs4_!(z}CG?~s1z9(lH%w5AP z=aVbDW;S8z9QZwK%q#f)fmqcLF2~{3RxC(8$vcen5&lfXw$AMH|MU0fba>v?4I=(b z7#|POQ?cht5oWL+YeJ+NOLXLSEqpSDc17Tk^MqOReBuAR7yE@R|J5e%wAT1@l8887 zzXM@0%shMw8B%|BC7mm?P6KxM*=S>N=tlUhz`hagJw_z22AOjpI)Mha@v=K{p&V|$ z$Kt=!c)nQjB~D(!7JHkEa-!oc@u~v$Bu2dHl7m(q5^3SKyNVb2&{mE6?QD5Wz z=?%N5u^<^IS6ka8FY0ikwq}vDjrIz>*V6THC?>Djn?9Y7CwW%#rg48G`|l*rnVXe3 z{3K+j@yuJ<`ePXP_y1ZwXZKBN{w*fqA{Kwh>@u6g-LU=`QhqD;e8&%p=x;kzm%EY^ z2d9{Gb3QryB=-?3>XJ16e=dKx*U$Uo@l3PMy?iaTZmweMFMRqegr~Xt5#HR1wEgiS zyFy2a0$WKvk_;E>-NI8f)BB58u^mh zIQtNGiBu;Sc$(@ZOGT3*IPw`y@+~ZT^M5AIwX|Mk^i;`6j-UVGR%fI9$#RF1uP9EP zh3l!&G*>*C@AqQvPY%7!>{-UWd9w14xgk~Nd*MoUUf;obGxUA1dj=XQHRV#rWi0FT z6=M!#tKZq~emZ>z$9Et(#wb0F@|&>_ht)vbd7A7Ujdh_oe+-`f$LsQ(U^N^+unw-R zulwnBR$(r94v!9`!Hr^WO@5M^PF3-_38`9}H~yvlOnujJ{~Q|CwLVz{=@xwVBs_YD zCBN3b1%~}3PSnAdgIVfEcTT~f%2@G)Rv)`N)%vFK>6hrdL$v)eq#D7U{O~QSvR};=!yq_D480Uut7&s7J=?MWdQqkm94Z*=S$4b@;?F^FqgIn) z(^9*W_)%AgccjH^XgW{HsJu~~oYI-WJ2A>CH9LMxt`eY|;pbcR{rVBMv zw&u)aPSWHZdRfw)i#4ZX&D|nfPSlUK&U=UKcf#p%5j@rG8k6rLW8crK8nZ-BNA=fo zCR}U5sw~N}3$6ilx3Sh|w0Tc7IE2hgF}yC6lLy56_vJ!hZ2*Sgoe);`ZU zd#|-03*{TtE4(r*!Tu4a&W1>ys=mM?_u*dFNS5LM+p#s79X7Md0KE)hhi}N+n2cR~ zm(Ofe8n$gQwjM-oazB=wkJG{T1Gw4xyi2U(Q&|9C_Wy9Yy+7QfaA=!Z2%QtUBi|KkB!AD!JNhp=@rz<1LBH>_RD_&1sV zs?qjbH<{`K|CIJ#Nb;+hpzhQB*smJ zM&4c}=hsG&sXDEfVeN5{T8-POQI)#p$t5uscB}j~OLV>6$WM?dH9aaCr?f~mn6;Dt z@^*4G6T#<;JHdOG-s<7gTHbg(pV?ol`nZv&%|E%mt)uU-epZG2C@z(RR#y8}gTM^Y z?M^&gZM@U5;!6k&#+$4NJrwgN``HMe)(~9|fzR0}HD>0r=vi1Yf~K|goORr*U6)nO z2Z$IIVe%zAOormQ&Yx}$&Ktfxc(YLtM>>*RV249%2&tx!s21HzlKN=gmh9Ha#XHc< zlX`1s(RYUSc}q8mgjw1Alu_;zH*WNke6+Km@GGqP6=;|z9M2o^NOSZF+HJ?OMy@_g zR839R*XdXb`zw;^Z0zpqo^y$@lZUo2PEFu@ea){o(`!Bb-k`@CbIMfme@LrkqUU;} zWo>CsGv&#m%o*&T9iR{CxdSbe#bq8uv*);(2)_tEN8r1hD;ZzR>PzH#MZUA+6Uh*(_1qP&x(jS`X9%yIwnFYdpxsBA@{_2x|TP(FBrX=@%Q4|sVw$21YRNEVEE_xRI;j6W1V$k z`C8Wc+FwK2r<6E+KP-nsdb6|7k|*_4@?@?weiY_u)v)j#R?CjHm14x@sniD`P=X3v@PfQ8Ae@5%fo12QvXlU{S&q; zia9rExrPM)=|8m;uhIT6UNY64a}!qnOjToqEN2E1Y`vO;|CNtLCvs*6xe+$ayah$*g~}qupTEfgK;`pC{4deUh&hv1^lS2Fy#iej8n9^4QPxk$RlR z8to_6Nv6Uo5P69`PBz*P7Fsgjas33+m5t1lwVE4}Je7(j80A{tz0=x3UwuhigXCd9BgAvHH<`p@gx1 zqSfclmBHoj3L@!;>~*)^qEWQSy5n<2kz4hDmr=6|E7c_vA?|iI{`L*4JV*0e_0We# zpToF1{{2kDMfkB!r2G-KA8EaupWVpLi!l5^@v^DWhw#=vw0*`H7x1tNI5=Nl$MTp| z!Maa$e^FGp(wuuO*I@@BmGlim7h@ier?lBN(Qv|yhbX_V?Hse+o>Ir~Vj&_2&J zO0(kmIFh+0l|+7Imp5UPCpf#z`jvQlAvQbM9m+5Wf27Bw`TWP`lUK0h6&^H=Oj)^G zh6GPzNL5&@aP(dl9ExcNiJbM|S`s5}qv<2$&CatMjj>K2S)o}Thf^!G8#|1EbKcKP zgV8nah(3hdEl_Rg^CGtWi99{Y(1|w5$A3M!vwnIyu4eb>9BfN2-P|3Y&09Wng9xPLZ_r1k?e&&bk`Bk2OCnI6LhwQ-1qS$o{=BJv@W!SK~0R7xkX18|UH6=Ie zH85;~xl16KyO33^a-F`5IeT&ePqXj$J~Fn#&E(_E4$&cg-yw!{g4iZw{KA7r!#0db zw!W<}djmSx8FeJ>kLJ7cXqQ|VM?;{ifAt~!mYCE963Kr!fHZw++>_s(NcN%ZoIFyg zklTcYsZ{^}8F=z$c!?_x#P7P=rtC-9$q&7X+!q;joDuGYZE_zZ!}+6lQWb-eF?^e7e=t2K>M8r|es+Eb3uoqkM!Ubs zFrvUBgLuaEJn137&vFm+9qVVUNA|B3f=y#%)F5Z}vi-paONjwXG5RPG{X5ZZe>Oi0 z?ic%6qyN$FL59J515F+_e>|zpEa+T?6K7&WR*_yyu7}99mi3d*?^{>o*l2tn#TSx{}_hjnfuqzvG2vM4y)C{)Wc=gdg6* z8mrCN=ZPiB8UG#~v*#`OLz?jX7a)8&S%0BnceZ`Wm>)R$FmxN?T%8QtDmf1+ekPa7xH}eYd-QOjYhlTZhhwYVD|qVt;cF&Xx63u!B>)3XrA*` zaH*Q37yA~t52Kr5*RycngO@{i*)Vq6RdDZ=x(^k2NJsj-47c~pqKo~GudblYm3-}W zF@B;*bujKEr_$%xmsxTY-B!E04D4R@eJZ;@9%Zw^?jw@5v5%Q~D-WsR&b7w;g0x3Dw!!B<5a|uKR3J)CzCB`Wf4vSDQF>y^ zWv*#Nk0tEz75N(AOF7(GrI+&N*W2_zNn~lvN}n3z0{6*%aeKR#@0wla;K~k13bX8u z{AvYV)?r?6a`qHE@|I`0S^F3AcG6-x+>bUJoX2~o^MK~Kcpy{+F-kWAID(XfvZ z4usRIT0h1X$p@F5sd?fsi)S80!zm=52BU_?eM*E*mcQgnd7U3)OdTV{u$qC!1B^bSmli^Chtu(z7yKNZ)m!@mi7>_e7Q=+c^0V+!sK@*cLh z5sx&7KW2u=bGXm21;pWA8sr`aI2WM803YBy(R%(*lhMv}v^V>18G zReM;V5+w5E^)ZZ{Pxt$9bA*_ibyumIn=Ey`M3!T4tdth#iUG;+`W-&pF3Ke5%bn0k z&Ds~pmVF?T3g*W9#K)c@$k`awz`uid+$4YZ5{0|5OxDHU4EwjCf2^MKWM!mL|Kiu% z#D?weW#2V!zS~yBhCj@W|Iq9Q$aKQhtR`DV+k7V|t^H8*L|?rP#^l7{jVGpZ$iw{YE3LPR0H0uB1xz^yo=su5ne44tIJ=}CVDB>=nF#Ge z*{CPf-qA}VQg_A6tnVF1zusc$L~(eGCj`65G7ai=c|j$8zDnPF$ostB>N%b@M~zu> zjeh2_b?$f0GI~W4C+pOc^#0qwSG3Ht;Wa#_CS2DVHE+9*p!p6x-ObWfSc^XT5@oBBNPe0*<7_s89}Po?KyxHlFXvN!&G^KHIyq|!xAtq$Qmf8usG z{LSj$b_JHZlrN_q^a>VjD6-6U<+T|4t-trO=1}d1(5(+tYS6y7>yrf|73t^ebpWQ# zz?ak)9ieqr7Nw%tAH2O5l%|vUaqX7#$~{IL$SQkjx=268N&B4MA2Ze!WLRJD{OwKp zEQIL}NF2_e?r~-Zi##s|e1p69I#-W{m%*osNY=rzt1-KcNSM7{NBO%Ib{#A-45$5t zMore4?D@MyoV}Hlot-&}y?=mAc8AW@rX1O8I-9p9=h3H+v!hu3TQ)ij?uE#;5+4r1 z(&NOpa#eLS1^f-;??TnIYj7_1r78h^l;;i4(6SX~6=UDM z^zML_7t;9zeA?e%d!2cTl*_TEgI<=2EsHTQ`&svytv{y2NVCrs@J@A&)Xn?}&yEoz zo~Ge6*e9|k^VK1KZxVN^iDJe46vp8F@gm=jlYQV-`qaSa_7E)Wd@{}Ced9{@3GJg)ORQuRLla}H@-Y_Ts+iaHk|2Hacnn~+p+Cwbz7L@9<-EPuUz<^&_ zY!hDO{bT0cL-}?OI(}7P{k>XW;pnj>tnHh@(~ug&9v^G>h;w!DG_@P6uzm-&8Ony4 z&r&VwH-5MQ1_RBLdyLeW*M0||Db5#jMQv=$^W)}NdMGbg!yl4kbG=#fTqq5|lBRsE zf+Owuz;?0dA^bU44_6tf2&|5Q^__lR#*b8XPX3PJc>1H5(8;)8(Ch&y90~XAB^`|E zhZcCzI<{Tt^Uw4>7r#@#uoqqO3_f??Gxc4^*+zQl?B6e}GKjtNj4QR`20|`%qQ|q* z0a*4K&CbTDtt9PH;QJftIM|Gsx3%wM>A!ri0}QuA^I8^Zk5!M0%acWm+emSVziP8= zAM9yBjuv|BK!;lKfxOeK+mSWBp`;Pqx#tVnKG*zvb*GOnVPrHxzu+dX^35 z7Tg>Cq^~oLo7K==p}!N;9-?g_)*K-ktRqKq9cBl~ea@ashj#F}oqfZR-gwr69QU(l z_5{3Ia7Ua!^A>ZSPyMm&J$gp_yw^^q?bl(Kng%z+CM%pQY zv)bTM9-Q?}-SF!I*6GYx zJm)y}06cTwHip%cv*dYW)nLQBa542KdXlFJAIv+b)ujC!JCk+)5iGdT)yMG2J?5)O zksVBrLu;#_nRI@FC0CQP5l?#8r#D#QIley*1|K_L7#Bapn+3Q%393`HugGg!o2Abu zMSGTf%Uwe1w9ln?>MVZ2ie<#|jaYFxFPKNNY53aEsHrV|tQk9*Rk9*~AI-8>yAyAF zLv&h#uQknuFNz9T4SG0q#;|qXcXV~`4al_MEvd3ynw#fk(#7d8fPGw-xL*zQxx#Vpg!HQGq*d2pUr1k0kKL#c@@sre% zET`|fSeZ)F5SuY|8FJVFv?~6&ThK1^^-hhd7hm0 zDB~P|Lp*4s?RZFxGhS-xJ}ahWW#e+*{1t`PRTLXOgz}>pwE&CG67!OuwiC-F+vuaN$(&b#JS`yqrM{;-Q{DMO z+Aj5zie$Hm0$E8{827GoueKV7W1KzKeL!{(ZD5nDv^#^PQ@gl{8SWzSEBSF6o9U9} z>v!Y-C90;TbyXv+Wu2)Q+=dr)r|DJ*WVJ(9ee`1K$4T{+w)?Z(9-5qkdG+*gH;wll`&t(JNH6`#zJoXAPU;!b{O4SrV-Do) zsR+>zFIv$dxh=cutt{)7fbMW;oQ^4tarPzrJK4y2+mxELZD>)LFQ(5nxPL4D&0_E5 z+WVc9pYo^|jhdYz??bQ(=^Ch*2td4oARPsk7RQwiI%<}LX@n$!C!a^#t4 z-XL$_%d3s_KPcQ%5WSD&G5tlbV$fdcSZ5x)h@5rYAMAz8M!2Qw$Z~V(>umf&!JWwO z;^JPTB};KjGTkMjPhr2-+FZgzzM#d2&b4OO)F~gV|34sDgq@OM{3&v5z<@pYJW%gr z`B-_j+05cI3R));UMK#J#jxzV&wlG&P&fe(CWX1C7f zwbYoJvy|-^i3F z>N||`8hPJv5A~}tQ{Au;OV_1K1NRc~_BN1SPRgUp`(KB%%t4=z@ ztpraP2E`+>EpJWgko5@v8nM?m{2)01+v#^UefN>QQNfk>=%=?RHx*M>K>kZ?y@w@Q z@xEEO70f1ynona`A+a($Ro0pZW}5w9^0@{!FQH9y8op&_dYHBHZ0#bP&bz*C@G2z^ zylLJTP2aveVXOWgZ8@*^ z4|R4lE56BwssGpkds-R225mlJ+lTeNRkS;uHQ#_-4;Gx^Q{v>iKDW^0k@UDifB%|A zs^QgjxRg37tMs{tOn-}xfAETb3+$I_W`AJ9Ep$17LJ}t>FDX-uSBMc)I(M2F_P=d>v`75fKhG=47a+(rZ?P*T$q(EH#QI zjriONX8#6!c7JjuU-WJ>NedRc1P&*Wc%W;uYix-YMM*kUAMen4thV(rXaG5o|nzxRB^ewU|~dX8&38f984rkuce&m+^Z2 zA3HR3?~vy(&0TXWd)~;#pSfZg>-KQB@;pgv;a5lh4sM}LHPXYya{o?s$dm4)IF zV#ZRo$exgwT~`8%FSB*lS|+>gjhOo}W{fsJr()|xjts!we2FY(p_Zi>oI&6t!A?7)AVi4;yG8+c?{f3!o7~Z>N>OA-OQ1gk(ui_8t!C=Be1F;tG5y5ia@tE zo0n#%BQd`WUdK{L8TT_*oFd9!#t*VR0{YUuzaV4|+4$dmBdAA$3+PuBUq|STDh|{qg+^`rakh?WdP%^cp~;3XuL< z>$!&GLV;bM^&H!@yKV$t;~6 z&HG4^>?7Z~<{jr(K(~@v=SR4|&tEUoM{lDfL-2A|`wHuy;YFixCs{O8yR#j9PZARj zahFr7;CasJ__x5dJ$Ox1Bdrz@Pr>z)B4i2JFQfScXm7`@0oX7@FU`oc7T=%1o4oJK z+n=o4`jv(I8|x5$(+DfyaZN9O@8oyo>3A>ZFs{KWsZaid{*T0%4cKxq6q8N!SFJ0MyO(Pg;?831D*^B1xXCy2O``Yz z*X79*yIs6xpuUq$cP**1$8($UtMHvRMKsMVXOH?Y6cxA&i58g+p^DGQRNxv ziZxA0*pi>z&v%Q{wluDH*4KGjyw39*V&qM( zooDPSM(RqhZY=dJ_SJKBS^Xp%;actT_P;Maok^c**fK$EOV;qaSv}b}m+Gaqo>#GU zc9}lmC-syj(4miUKQeA+)w}7J=g&K6`T~DV<>))$_A)Nk(|fXf-sPI?iGEUqX(?SxTD(q<*Z$^5YqrcL2T*RohAh>sxUZ$>;GKa%ISHWr-$`;(yA7m{a- z7O4O{k!{~`_21g$Dec>i-oiS+li?`5zYN0dp#HKL_5T$&>yT^C* zZ}Nbu;_nI(U-NBBIR-7n)ji_XF)X+iD!({(Brlw6lsp%?hZbMx^CK;G>bWD&_zsHSLcWkWc`#qT zh0UMTUvf}q1<`%Hqy*pi%vc}up^MyE6o>8w^j-(+d&AWBBQrIFTpP<@s0E_EqHT zi+S%k#uy9N(sWA})ygc9O238t9>~7$U~*yhY@?S2dMhc?-N7cQ-In!%&*Oix`R&1g ztXH2!>f-JZ4j{t~(EkFnCTQE3b%yJ)EqOn2lVl=JJ2_7|(==|}2V)-g_9c%+I^Wjy-G=T2I5)Mfw)dT9SV46;gUIzK)J z=Tg7=aV(Ey?O3n`b|eN*#_J|NC0FBF>~^|)*pl$d?%zAu^Z;?UHV?@vora=Db=FFz z&dD^(TDRh?GY3*x)liMUwh{ZYL%lAH-sNfaU0>7e+8eI7u;RaT{T8nGnHjR5dAiZt ziO9n+r!_gV{&c&jyB4M^VRjttPhh32@#@WP-{9J-uAhnj$uYJG9&g}HYA!#8J=^@g zfnG22u;Ti!;Oa}rkZh^>jlY$_i+HxdJ4^Rlpe zm?fX%qvav;9AEfSy6@CUfN3quLz;$$3~47pn{ zCAj$*dER2dtQI_#mRU0}i|%KV zU?Y294&j5%JK1}15hO?Je=Ob%VA(VITGky+ru|8JegqODu<->6jW7lks{vOTNigdESs5<*Rt~d>k6(9xiJ~ zZ>7~Gyz^nY<_XUatUi#vD)O02#n{hjc@lgt7b9jtem*QyZDRwxi}RxfJfQ*&s`x8a ztG+Wro=wbk?gLS-3C%ts%ToHDYo?n3ua~g`F6O6-$8N7s-#-}JYWELDvs!{c>FCqU>r z_RB8YWads*y%nU$_q3B>u&RKsx6|Sy)@zUJN5i&>Q7S>8BBpkCPt}wmRvoT`@h~-OuE2)mF-@L?0s3f8qt06W z2boJ)KGh}?@~qNy`7aR_&kBE^Wk`i^Qn+r1<#YI z{|0=VPOgpE)fIZP+4?Qs++DxzS?3Jcwxsi)_>o*~x6=1`F>DIFIxcDD2HsvbMPOxaj;ZPfKRvhxu_EbLAgU`jHf? zS#uQ`M?-rQ7G~AnC(!uXz2bNN>c~c8XqTsEc{28=ULVq~wz)YOyi!>z?-9zvaVPr? zBmDu|pXc{05MIP${jsH-BUgwgN3dtU^Ebo6DRj%u!EZ2S9DW}MvDDm~<=A}kJ!Mub z428i3_m`W=dNd5ab@U`HXXz!?kT>bKrQUan?Uh}1JL}$r4NsE&27a*uvhPDO&%^S> z|NrNh4Ih|AKbed1MkoQ~so1w)Y z?ugd0bH3R(*J2-59igv-c+JUrO{Uz&?x9bo=`4)Anm>)guv)aNruXkKDtpQHiI`)_ zd<4sn!{?TI8!kTNez6HO8i-qCSouNL-bK#YU)NhO=-#fbaKv0dNS z7-N9BC$%_JpSC!k9V9w^NTwff?i~GB#;VtGyaZpmP?Q?&b4PPRTQO)3KPl|GH?cRn z)<^RAKkzvjPp`t9a{j*y|6g}+k*x2H#P?||kUIAhwa>erQsn242*YtH z)o=f#%_Obf5E1`@Zz+~5f(MC0zxzgUB&pWWEqUU4K;$%WZV21{$X?xznOSt9Yqn!S zo>qPci6T%r4=393h32^P9E`e>K6PA^B{;eFKIElOVexI4@DMxIb2ixoPh!bD#Y>Io zwvN0B!T#bxGNtTrZ*UMyE{De~7EI-h;r<$?)o`eP%Qhv*nY+V8r_xYA!N1KsXE+|D zw$D#uYh%5X$B`S|0Vapnp$Q;LmN3qL& z;!>)frA~P2oNXe{9qf>NqE#`oA|Jn)4&_{*^(VNVEQqtsbnp3{=lIw0;*qZZfE80$<2rgL>wi|GB!l(@9NS6y zL)=$CNZ$ESOXZ_vBKeWj?X`P{$F?BXspOrD(eGM!C|+-xzfgefD8rFOewkfy%%# zyA|(ryq7+btA4q@Q`hPQ*1r>r{=mA-$Xof(zj~?0CkF7i5`1N+&m|noPWPAC^${Fg zWW3ZRxyJDajrAuDQ_G{Nah?;!euT*ch&{s!kBAP#wEqYfcJRLBtot8Jj1{AA^zR!# znS18wCHd4_L$NyTE8}8yo;MSx=acSk7H$jMio9a7cy$(5UI~TDyl@gmuf()}wSS0x zU&8BBymCDBPIUb;{&5Pgy9Y0h!^J8PsR8}0NU!B*1{qU@=o&11(($GG_z(Kqu;Wj7 z7t`-GqGUzilG^$T?nZY)Yv^pv7rE_w-Ef8ZGkf5)5w3TB&!+54B zF-TOpLp0iiQ=PT$jcZG2SIp5$_?SHVdojHuBrYP;hwyqI;|}M~{m8TlXDXBF0@u9) zlkBp|9?&zj{|bJ$@ZwIq<#f@mk#oC@m|XPPCo|P`Z;CIo@SrMRew2QT;ga{-$t-cQ zdFTLf`fcs%K=V`jK8Ve?^2Q%r-R<{^GJju$uK>GgTeZq}=AC#rE2+O&-_tM86ZUx&gFq zhQ~!DxR+kllNyWNk;RGFVtb$xxZHznyhBmWPF=lJUvK3LM(f5qbLr8-&sZ@~MK z38Fq5d?D71$CA55llp9tEc#t&xeMCar=B+n$++9o|5wxd6D(Zgy1^pRk-Tt#u@WD? z7cKrF-(FVT-~5{I9EbX=Km1>S^plR&@c$+{T?xC(NF8aH;Z`y(9L`VY>9LDQo&2>~ zZS(~%oDA1n;B=X>v-_o)wyFG99PZ;VxFs)Zq_2L4o3$jzYEoo&T#mzuaa-Ie zyof_zX>ptga+OajwNL)MQN|f2?xvFJ{d%bfj~9J@k#9c+;hK6VtIyZj;8TqHlQ&et zqoJ-(&C~mhGl$jwV8#0}dl~J%!NwL)ykFlhV8hMqajic4&}XjecCf`Bo|yb#|A;pq z&?5N-^W-yki5Ej}D_-@%mC8nak2HhKe|c8$4omN^&v9Z*7dDwjt{05nj-6hHWe?W8 z&GCB9C!cK*==8^oi}C7uESkeRt~J(T9KDlGerAbO{yNFX|HAbwTGcg9X|m=C{u}z} zB(B}eDyOi*G}oO>!-cL%&c$E-y;ZN>Ao?+jEW_k{rDR?8Ii`5E_WJFuh_FD`{~ zsb6&q-1cLQynC*xpZ6hrIKGaD?nRQF7VuzfLq{Q}Fgc>hhjVJ=qONS?fd?SS9w#i*ZQ@`&g%oaM8Bv53f4QH*<( z*1z-bTg6|5F&&1`LHwByZ<^K62s~Ir4g#i}(EB0(~! zC(F^7W~wp9If?93TyX-td(-7&4C=-&tHWW22)9h@$IPxX$p0+w8pQ+V(CH@a8$|zs0Q6;8tWV!+6wW^sBKyD1ufsii)yYd z#2b?TsvYFlKrr8SZinX&dLHho-O!!~vCsHaa~|+3Ifskmd776DM9CJpNMDW18^QY>?T1nJI}=a)TzHxjH-oOsRFh_AGt5jJE6LIt46k={Ns93H4yhY zVR)*M-o%@)H)G`8PXpK1hC@>vdS5g-jMr_`S9W#{)5mh!EfCWmrR%+}OC9=~$g@IU zcZkS&!o5`d?8R#)7-P8O>qtC9oJmfb8JL@=I%lv%?hzC1R+Hpq@$N8I$aCFqd@cf+ z3wc8e`kiOAR3P~s=aSjxaQIz@N5>eYo}ZdL{4r7{+t48_TL@lH^V>JbnDzNh^!tqQ z$CI><8LWz{{{KDOGvw~%rxj$f7e6^{`?79o)n^rFqTdp>=*YKP;QkWWtibMMlU~b8 zU;A_$Ex&MOp6e(3;C}RZ)cEJ~zao$?O{NCyG@s3~HhdxcI@4;mzvjSbw&P39OUYn( zp#Jhy;{g3vCUKr)eT|R*Iy>5|@*fK|HS)_^jiT{fJ)Izyj^as` z66Cm(^;Q|Z2VA?8Gi$DYhus#K9Bhm{Z)*Xu1~o|@*ISIgIEQzq%a9ri1XRuFiy01fK(Mk>9+3v zvMcLrmOMkNyop~#-{b_`E_N<+qz#KDhtxr?d)+KQkL~8V>JIlkR~YROQSxn^xeS_L z@$K!nn0=ht%dv(PvWxIbysa({G^OpIBFT#+c?{!TVeiLad=mLTNfeICN93t1~s@GB!fi=Pe1dVz8OCGYcC{}YZh5<@-USOtZz8)i9lmWfk?DwZ)tL|EROgobOKR z*Nwb^rMt4%Hb?UoagqCk7ujr>8TSRYZsH#7OZRts^;S+iy@;;;a3Om?*09~tto1al z@@%{tnNzJ{BbKca=lap7iTl|fjs7M(Ez{pc_`aKFkBS+2`DRISP4sJLJ}ZKO**X6ZS+YC$9G=2#NP*9$xLKzE=~|8@LKPeHH3ttt8%XVg6X%~P<;$nc(cwt=@kO~w}D z-w9+G&dyU=ss_21vFRq3I9Fe_NP7mJ{>Ro6ja8T&Utm#v=UeM1PyV}!I4_&$Ps8?W z%#S;H=;``8!B~gD?HEki;Yhx<|3a${thkW&S@$`brbUg`6bjFq1t#G9iTIZsR9Q=u z+Gu}^QCTVUiXIMTyMbi<#;AXZ8mX6bHBa2GpXtu_qsvv~YJ%~nut`U{EMT3!Wa&=o z(QHuY zA0_=qP=4Kf5kJVAqErE%uaD0mocfd}lQ!>gm(#v88#eQ=IJ_T*$a^Gt4j%vD*j=Q{ zUb*a8`;w(nBQHKw7t>4PWi7q0^zHX@`py%D#*;g_)w5gXPST|sN2<(MWrO6xOqROB z+B}XmPl*oYaCr^cJ|M+a#{bRi{5}L*_}!DXA3{G*8vn;Hj}lQfiM2ODJ$H^R^}ZEv zCh)*5di#vc9uZaYu4I_s6s=>%^WT zVKeBw$eyJ{r{BfQ?sU3{FFz}~Cb!cx9x;gxHq*MS5zoc2>_}N`j0O5^;rJFD{uP?3 zb#pF6CS!i?>b7I*1AK?sKZECtKQYxSD(C zD=|2}eHdH);Q!XxTZs-G`BgG#e9zKfkmPdbF5qn?{5!>Utx1}d==YJYCdL(aO)7g8 zF~Tz1mek)ul4UJJGB-EJ>Q}Kod4sC5^j?-b2S@T8cb9XO*>tWEPUIEWo1Z(FVY4@^ zBx!Tk(M1ewVLoUrepe8w>aoCAkeI8_)Ztueyo%(##n@#?oLpEN`S=u{y0Fs=_|z2( zKO|%Fc9rn6g!aYY^a1Z)EEZoX8YEBL2L3f0;-C1uoXz|Cm$z=G>Md`&r;sh#R(Fas zJ;^s6=68t_RdM}xzlXButb+NZ0xZgqu~k9Ls|1CI$W#f#vpG8{_xWw0!7)LsRC zSrtwYC<(NE|SaY6tl~zuHOsW z_Qp*mpw*7#&g@C8-#1<@ST$ppR6*SeyX+HBcKMyg%370JaO~-dB9P3}&e~$c?fhjD zpSqo;cVbfs(RmtMWR||u)v0sW+TT-McZ|==X_2?i^RaP%63!FLE~G~?S|nf9k?eC8 zY%){bV}xHE&0d?9W}Hs+Jh1?sJSFG@^9!JSD}5S}>m`}p{=oeMVE(@IS7XRT%sPzNYYjQ`xI1 z-QJ@0XV`EZO)tfR>&z^pdGIlGo~oy#^ga>tCz%myLZTwJmDKYAph@n{I`OL`IR_*CJ*Tkzh>s%_*r4x*)C2_Bf~cZ-&-p{qqZ@R&~sTl zS%Y^U8o4KJ_CWs&qmF{cG%`KN@=p{TOC7@I+FwYH+_7ifMc%Q0uK(G5tQ_qJX?-LN zo`Y_3+Bbz`QJzywj62rVRmjvG*4^1B?{~gtjl{wIFrzlUzc1#L!=SA7PM)*utefK6 z{YjoTjbHlw0dGCg+>v$i$u9Ceyz|_uv-$Qs98ccfnk==0e@@n-9Df~*pPP-5Dm4>) z&K}uMjkAs%d3$`4E5hYfTBU;5k=XM;{XVRRukoq{ysu)F23k#ZwkGMWH`00@W3rw#5xJ7Z$tg}k%Hu&9(%Uwvm0rT_R zv4`K=$e6mRf9dZosOg5qj%`@E)Ab!`J%2_1dkn< zFq3u96tP;6Yow^0e7hIID_Ib-1OF#1c>^Ej>+4wd{Q-WB%`xTS)P}Bk`;m8nOL*q} z&OE4>m3Y$;?yJP8HKJ#4T-(oeZC#aYvc>SdIeo^NJ@PH+BIrI!%RSnrHeVf5=DpEk zN3RsCv*W9ZQ5He&0-tWjgk3my5w1=p*}3MGmim7fJ6EyXXLRolhsd9`@VPrWi%l+t zS92|{;aex@r!yNpf^{=t`Ji}G)aY4@)5Y~4ifmWWq!dOx2cfKKN|yK6_}QiKnvES- z@$aJi>K}bSi#2~bcAdVmp6d{i>p~j$(kioBDv~bdn@ibgDqXV+t}9F%7_S@M;ve;R z$_ji;Wy!PM_w>V}8G7%C>v=-Dg`FFcHv66Kb?qR`T!w|&4_5@nJIJ#PZ?0pX9k4nU zdfl;To5*u9E8O93p%U3rO);yW%kZ4*v7;}Ke^l$+=#on4$pVqxq34N4Uy5$E_)^~K zCfmV4QLqM0X23L=YG2ZCIZ>?^mXzl!-C&-~x<`xpCy5fLW9Sq%P9>|n=S)42x{mE) z!^Ftc1L=T^uj*sC>rN;49wQVrv+X8fstm3$m%MNMsyuHC1g|iDcbH}ONDsEm9rrnU zECumYtnNv&BKVhT53i7?mDV>nyV~#TSvq%z*&p_RQU1Z7I<%SR-0|4_ISw4m!;%N_ zN7{c6_hgs4odnrYnw=k);n^Q7`o0KLL+fUwtj>O8%`w+P`E7l*iBMXWrO z@*MC#^FR+riupVg(wi}AD&)I6QyX#@LuCf0-9Wa=?g>)IaSV()iHdL1d>FodM}w?# zk5@m(vnG&qioYAML04M6pvPN9mb^3QPO~{oZBu=15e5MUMW{uq}teHlyk+d1Bk4exxl+OKeVgN?0 z!qN(2L~;X97dtzdufE68tQmPh^nV0G+xf>gyy+YKEl%EZN&T)XZs&0?;>Rp(XioDl zN$|2WsiTr-!~^`DosJv%>Mu~L=>Dt*?!Lx8t@!eHdSAmbPr{)+$^I4{j)&|L-kUcf zbDZq~wRvLJTaK;JYa+o))=e(lRJ?u!|^ae^xKucJm>#0bZl?rpZH3u1Ehx3Ofn`L z=PB6yzGJs*n{P^^T|Jbid~1ZQMtldelg}bMr+=i)Vtw`EHQA4JhTrF~+7g_r#oJ#c z_W*NHYJBIZeyW{cf}6F>aeKs_EA{aKOtT*0YxBl@=;pofCen<-*8};|DL$JU zYZaEtciYdzku3$De}!?gO0pfq`iX)aMew#5zK@m{`!`(Q(^>9bQJ^&09-+Y(?A$}Y z!$`IT-@5rUmfiBkuM2<6F1r30+=_(%^4VmJ%oEA1*Keb*e1Gom%8zN3T!Z8F5m}Sr z=V`v&j7$rl^8&8+H|`I#{IcMl54rDU ziE@x=NP_0La+euqB}`Z7Guda}hDs{e_7FM#^e-z7Z{)ituynF2rgl;zXq<^#CGq4z z*K85Ns$+9$_8G+1E5w`EapyMICia(LlYY=VLQK3Cin~O>@AUZ!5s z&7{%2T5lsoR_yi@Ifl?XH6ITbA6})=YH=i$bh7rK4ISsPdsZJ^#c!JP&BBm-oYq71 zl5CLY>hCgMbq5~L5+kk^dph887n&3y^^L~fNP{=|{T6y>XTjHOpDOq7>oqwdQ*r(+ zpUM_Qut~1lV9bfU{64bp(fVgnTmrwl^g7a9`2XK^vl8F|{*oQW?L@F2S+kf=)1A-i zf<83Lo$FEVm0qLOT@buYyS7+$g_fxw@q7WMl`$>#$g-0+cL3j#uBj-t9urFF<$6~Y z!|P{7hbQswHoayYL9$gIT@bI6^|}Jd8^V97>z<;~N~}Lv1Z%=el1X4NsWzK|I+CQ0 zc(V+nvq$V?n)RoDKi2*P&$5?ppL^+X{>4idx(ghH)h~$E4MnuPf9p!xqr~m(X5Z%j zZ%La~ec6lB3kEweqc?k>#yj$SHu`?UDyN7IsfgGOBE#r$KL0zbVAg4&kNeDx*YUAq zapkRo7;+RYHH7)ith|~I?O31@Y2I<4eh&GzveG#aNM*nIICn0o_OjJ_$aKMq&18Mh zeN9QRvn#K;N883M)flEfINBdO=J2D`=i7lVGwJdICg-_RHxjJoxB1Tbx872>HS0yT z^Q&!ey;c0#2DR;QndiRwUw!;1R$Pez@6%*G#`ZIJ~})rUd(KSr32V( z7i?c=wWnym%T=ko*8xwn7AEWO9>CMoLF)y-+5Giec)knwE8zbkEvn%E1!8X>p9W%T z56E9mtL%pE#!9tdvD@*pVe}G~G;~*4O05?+^1Lq3NV0q906y}vcvcQV zr}4H;EOIXve?ZT7-MKtP((EHhJ=CmyuOK2+;@hV|^EW&is+U2&tu@8@5Apd}cFHr- z|MVRuJwTGdqTNm8*y^hOq#VsY=|6jjO5#j=Qq^F^tkS#@gR@#Gd#1KSt{Dxsx|13W zi`k+|JJwPpy*0Hnkv%c@uUts62M*D-ER$%ps`nga)w_`&WavaDD6S>ZZ z>pv@_nN%4zN=R*Z-m9$mfL=%NmE+;H0(zIhV=swY zk@96nXE}PPpH!pHllkQK&6DOS?xwyV@c}fs! z%#&5%POR96Z&`Vj2((dTn=2wM^#6GJtaf#tsU_pd;XY@LS$5GUi_d0b%{0OV=Hf)b zw{aucowF}H`Sj~x`YoiGhFKl(`bTl*>jEbChsDmqIbSNcJOpDOQ_E!o#qyDC@jZpxHmr4mWS&3#0Y_ zH?-#Q)3?oXPm|+uJynNH>PJ+d^|h?o7C&~<@4&r3x7`FOLPM?A*T#YLpqMx$EM|4Xl{w zyJv_T$uiwrPkEYJQGZ#leYpNp7xFj=)MdMaShXp8p3U}+u{Q53M`3gJk_MT{xR4#+ z2aqq%e9Dn&l56k6wElb`8AT5!dESmx5}Q}}ywcB&a9Rk3<9SgmSL(ku_wO-(eF*i7e9Aoe3LS1F>n1EdlBHWgW0KE5=xvp;uVLM_V$Op&mKDpX zI^GU;H;c-}*#0$4m;tYYjek9EWe;2S{IoMxR*8Q_?qkKcV)VKRep##fCa=63!u3U| z?xN7)?u3fLsXKjAiM)x3mN(gDMWxh;ZVIW+erAa$@4`3p(`55pa+n+pw~c1F%P>AG zQ&Q!40&TO_eI>se%PLPBskk;rVZmtjJ(J#-itabD!Nt%^<=xtBlq`bTX?DGcyTScY zDqQBS^B&r!0%{Xpyd9rviIrbr=sb9AFh;(+^o8US*8K;sTe8e?ESRTG-FZmved_2d zdH61d+vEJDHXI&xcloI!&0#!TyR+Ca?}?L7uYr5zR14^?ugQ8(j)!CpIttdwGqIjj zg`oC?dGcraCC7Jp@%}Gp|G*b-b^R)qNbZQcVNwY5-_^1RR&6bqdwcQ4RL@Rkio8Qg zebY;g@Hp)U(j-~tijy?e#lAFOTw<(L!0jxKK7l_|A(E#t1I!8&_}Z~roI!^BFl&pb zb(A^Z@-fbSIIT+sSlr1D>>}WpNs$lIaLoW$!^&N2iu-ax?ZbPHKnLAlpb9 zJpDqD{1rv-BUsKHGloC*P$%4m?wSX z|I`qjh4mF+Fi8~pT;EM;`3-Aq!1`WB{RP{;gm*HHAE@W-O&*NHABlo5@Z!TEcc#0u zX-25S?v;2#?s8hdptKQx_x)#+86$gL*7DI*y`6~97m+_tn|p|bXOTJ?jGo8T|6hAr zPE1M-wN8*(z=M(n?>m2ALY9%n{m7_&aq(>DW3}ld%A2(B*kBQhRb=aA;ZJpd4Y=RD zz@J_<=DVzxYI^(N`WJ5XhsHX5d(P24B+oAPx#CSDJbZ&^^ySAp_+bM_v&XQn+3SC7 zHwFr~uuihiw`aA|I5C2p?}~P%pt{1jtQN@g{_jNVZG5Q&dB4^6a`N4RHCO6sglIYn z%7vZZh7qw;7kJ%+(VfN0)I>XoR(Fsq5i{SQM&QlgBKjHl_AVKxLo)lHFY$j7eP?$> zp0#}dh0MHj_4_pb<+;(HuW=Q#fmR4&yrne$Q~?S12{Gxko=D0{3*{aR@U#4@mE-_}2{);RQ>`Qjy#zI(DbO z)?!J0V~*77OO`&KNXxszSG2^hOCjQGRcIMH|_hA^+>Tl6&3D-R@TdBPgJVHwZQPh^uB{#*5gNNK>a9= zly&v-m~ejdg$R+ zEPn+Sr{L7}Motc-b1-$BF|v~I7}_20`tRM7WG_t<7705JEU?#dXe4`Wbqst5hf)h5 zSq1W3X_OI?l`>fa>hiLcj&GvzkJz1xP=C4dRIw|yh5qB)tuX6RvJWLi*4cHy++^Qt zMy_7;`WF6Iu+kQN6r=w)+N>Z~-uaFcC$nzkS{CR_l1unia)xzu-5{Pb2U^LHn>~Wd zjFVM^qmB6hP8=rIJh8tR!NMhUE7=a|`KHhbsBm_9Mk2y3aEk9O%k}jCm(i zTe9F>N7lnK8RdS{+cdl>%Z9h>WjPE=7GVDw_O3Ht-XR|Vo8}@?_jZu`0l%|%JYETd@HN%M#14p zf2Cepd4Fwz_cOfvC}WK`3r!_uJEPnWo7Zrl7H??<`6F<#96idre!D1@40#LSUy04< z^Q;HNj0RY9Ep46_|MMp4CNj2#;?MYYnlWndzsVSu82y94nvkz2OwZweMe(YXXx5pW zv*~w&>s#=&O>`?m)?Xmfh729~P+2jcg;8tMIM3yO@N*;%=Nrm2=kpd}ne&@*cY=Pq z;_5lZJHcOh4pzvV-V`!rc*IN7PU3K?sG6{d3hH4g=I?P;45aH+2;7{hFHog zXJN%hdaus!hZ$!G8#g7#@A&s9q*FaSmARYnv~sTdRAj2)n);Ytn4YDu{S=ygZ;ZqJ zUsmhvBuxc^&SLht?DjR3vb$snTXn{cpLlC_j;FVi;gYOU>v4TIty0c+FkLJb0yc zNOrqF$>PZCMAp)sU7oR^$NtJ6tQ$#<6I0LjdA ztd=`{x*S6)u~B(iRd+O%rIQya_v^)ZY;u(TPP#2HQ!4;Oc8YEg+razAqmziaF7J@8C6iQgbJPH%N!l&V6hJ5rD4TljQ!oNNQP z3GNT#p9hLCWl8@TMr5bSTpSsKC8;9$7Cqvxsnz%+9B%M;7tA=CWP|zjy{wwbzQgeD zOZGV%!l`6=0~uPiJz=7d*u7%apsS?Eb#%!e)BKyQ+pUG>%sn`O;vp9N$yKo zFCNlL%Qwh>xu`e<3a^UG`QGzC+_{sj?}l=!(^Q6is#J{h=};0ZXPfzKmuGr|cts6Y zRAJ9CW`j+Rq&`X`Hd#uC{%~0>F1!hsTVb-2j90Sp92z9oYStF)_kS$i2mH?E_djr? zy-9;mW`k&nl7>nokrf$*hV0Nc4J9q1WE5pIWmHC`qB4@wK!u8=G>itCMtc08ulx6Z zczizY&wXFxoY#4sbG`5P`?}8I33b?P4lCr||9-w_WKUjY5pZvE{X);0QM#OKiS=gqi{0;}QO-baH&=afQQ zdVb9RhSTh4lGh;F8MM3C2>a`ob5W`G{DG*HOzgGI`aexiGN52-_WF0Cv0t2fqHp<$jO+;8qu)}rIR{~o?(k7Mpv z2A|Yce3^xNljU#k9!jg0n2G~dpzz?xB_(f#~B zryT~Fr@6l0i4QOG%RIZtIsPwT)m1E?%TlSvc%Qbp3$TYQ-}1X;cHTw5`>kNB3zlDx zDQEg*8&;iHxSp#@s#i#wjPGTjai_?fC*PlvJ$ojfa}VJqpJ&fZ4RI^`T3>?D2=ZNn zDY1NaQZ#3yBBa_1=X}$eWajwfa^u#d+mZZzp2%@5EBwL3n&DtMt&fCSNxm?}xVfkI zG<@%*!@InzEesEb(og2j?)OcY@B=HP+TvD>O?I-@u)5GloePm>5fpOjwuI604d`a} zKc1{z`0^ix$X=9R9>*GW=rW$JIpeU3%;Q-6YnI)FJ&&`%d(a-O#XOj_hU}-V9J|q@ zf%npTv+n|(Ap0PXY|0zfY4Nyd)`;b9VX-xA^deqlH{J+-`!PN)(SIl%@58r>yl%FC zry6Uz_<6d>cnV3zyECzzX1PDG7SA8Yr;TJkgyo81RbNu&gyck=dP&cZczJOWT!M4& zyDqyKX31YMQ{VZtp3h5X;{S9}tG2&$pDQ^xm*B`SUiml6{m=gm%+j>rzrX77rdDV1 z%G{&69ACq?)RD>c|4j4Gg~=sQ+Kf$CLF#0&{sA`GO`c_bPr#nN>D|bPjal#o>&7;^ zP3E6-wauB>uM5$1DV@J#?G4(OVEv*j*cKBPn&ByOO~T!0#r(I8T*1G-xS9L7YmB*E z+`0qGAHu2~=`N-H!MuJuv`!HlQrr7#s6FPd#UEiO$Na123$VOdjAQ%wz1f1|7SnPI@aCoCwW+Y6)(=td=3PnhzIgB;8O!pV zJLuPwZ7(J9?|8kRzKfu+L!4Yn(x;%jj4#dL5hp?|*(?9k{~nS*%;Rp;ex|5d8ZYw< z=PIdhP;{~M3J?H^uzOfK*i^DxR&Y#AvJT0AMq!}2u2(H;B_p&uFnHR40 z>1g`T^79x?Kc)9D+U>9o=I(lLNZiY3lP$A9ofC^n@v78zYR0RMBJnrg`3$?W+ao(N5e-U-^)IpX4Xob;r&D1q*9n+|%Y2~qpLl&MRt=kn5j3!Ag$p%fUzb`CsH95VnVZCI%SP$V}{FQaGhcR<+ zyo82f~^xOyXAH!)2n{~#X+%wJjh8pyJU(c1s zm`AQv_N29W10xyJ3sN9*HPb=L`(k#8lABo|m;p4bM`y|rjW z+Cikf$C~pm8y*FRR5h)^-j9kJr$J~wo>wzQ;{7ie_l9}iVTGbrkyKV3;B{)(uV(Y? zTgjfl2h4i8XjQ{HumwBDdA$%fHybH=vQx+HHW6Sat(LIgY-1k_+h;|P-mYZ&(dt{V2j^+ztps9Oc{hv3?$7?y9^WyR-q+MY!2RA8$~ zt3>aC+GKChI2LMU%;e$!nU0NdWfWa*Bhho1aE3Y8Y5%D>Sk@??(BN6jUxkr*_F6*g zwY1Fj>1nKxtfIxul-iHWj4)WdXox|R#FQ6EJzgw2k{o&VnQOe`M8{+h??;+jMBV3k zV@-TnZv8yi7;oT7YF=j-{)-~i7g%=&pWiIDoyrakd0jg)rz+5HnB8Ig^|X1CzCU41 z>TG#Ne<o zR{(GNe?P5P82?y*FVo`@K6$n)g_AM3EA8_%_HokZ{A4^f*Lxd{lxGj4;QF-QlUeFm zk?ad?lkaJ~crx5N`Z0ba*Y53PZ-U?R3jJ$a)h^H{nMbbR_1UF#Fpiv0iY>7HU7UN- zyhGu74a^Q>%|7%@=80-}-jlVSVvGM3e$IeUcg$;qD<>7~ofSG+>s!(LVLeA$A(IF2 zIriNjvS(XOJ{4EWv(8KSb~_8~&9ZeMndhT}G30mHH)7f3q-cS8OQ4>s(Y37qj7WDA zuecccd-MHYAf8A%LF<2^d=$MNXP>ruG@$)J2(5)v71%C>-aRC)DEjn;Zr1tTR@_{< zO)=6e?EcXRtFd(sU(zL6C7;E?Cva{D zK31j2I-1O(%e@ev%JQ{DhG>6f;k^%GUYrMare7C!_*5jB%61Q7+Q%%}nq*&^YlAr# ziZAn7VmWF4X7^3lkZ-KH1DBKPxh6{{rt)~b)GVnGGzEiBG|EWv-~lnb7tc7<*jITs z)fkh9??9{>k0;w@P7+GR`G`+u6K(G3%!OOup+D z$FCEhyparlVEA&sf5404^!x;`t}%Kt?W`Arlc}^E3{E%x96pinlBu*ePP~7c7bFi> zXV|r8uUlyLC03n<5y`#X6&E`h^=7Et1Ig?MIF@81jQ2P1SzN&QEOQ_1{bFpkuXu7Z zo1J8YKE}wiy$4*Ir`~8XYX1P6+*Q8>4^unf35;$4^}8`|m@A^{SYA$>R0AH)1~avr z$lf_$d8JR1@$WlP_FC68H6h%a9Gk?MUHtEKNW8%MO^x&@K0a#pb*`!^@yq0CxQQGs zS+Ng)&lTHSyuAgMH6Ts)xLl2&V+!^-TfaBq`7LRN!15Ei4uD@NW9RNla!`z9y~AA( zmf}f??)R{HO$EJaTpRJ@V$7Py z%71xpGrjJ2wVd4w2OE2V&)((x*&9^PX#EP`M4EbaI5fZ0Cf6=ska-brO?H42NZ$g# zZYI|ne)u?fa{?`=8FTOMG&=r4`y!aUvB1HD>HHD)Y=%wt)27b+J-lzUh|!6CW@tZ% z@3tjlPA+fbFXz!HCp}j2%|wnjFf!+!@9{H~lvhA|EQG#-dn*4uM%wrMe=3az8Y8>E z%i`ii=K6%qQq{h}?sSb7=!O6#5byuIKtyq>M; z$pp5F{%d*JZ%`X20)GM3JiEyg(Yk!$T=K7l`9<{4)28oTbN6y3bURcQh^PONDd#Q@ z$GDd4m3yay*kBdb3?k(d`sW+KJ&;ds%^tYakwn|gSO(6iDVw@WiKq?vM(%3nTw{B) z_wr5{<<~*O_}Mt9Rp#U+~OBc~A0iR$-%$@w_8Fvy*ud z-DmTPU9i7NjJu!Tm8Z=|nQH-Y7lm8G`TL-i147NQBZ!h=L-$<{~VF=A@@tQ-#kLKoV2bI6f zl(Su_bCCLpRm6x?l+AASxh!y{xmrQzBuFhb!@fMFu_%yl!j!yTi`p{RLQA`y+^sC zehGg@lI&?H-vzM~V6xon8W6~;{W^>XSyO*A_EGdqh1qI__?L{Rt*j8`$dHODsY8}s zsTaWDToUXL;na>8$tQ9)e}nP!P4)#0PDYwjA$KgVzujt-r)t^R`W!7fyT-__hV0(y zL+e)FJ3z0$Nq+%0-7b1}^nadwhSi(t@;tBoqA=qQpQYm6a7gS0&7(w>Q!xH5@oX(_ z&Gq_tc>Ty%O7rP8dZ+I4czoLG@44*p0`6Ucx!Ie!*bJ*N^%+*aQjcrR(~TT^i8#sB z^Ox(6JH_Hd@OmIkAJn@x`}Jm<)UQ6?=-C;0(8Q$VPyWEeES+@FA{d7^A_vJ*?L~X zi@w)qDB0Wb=OL_Jlk|-tT7gIZ4!b6hxK`|F%&+$0?VZHWTs^JB+6i>4iUB9`|KjYJ z`CBQ*DrTDZqTze#`Y0QkJ2~yjk;jdQjuqs zS(<5^vzYO#OL0B>OTL7~Qty0%FQc$IBj0F-23VT9#mTRhllem+af@g$NV}W}NJX3E zTK$kc-xEcPLm}1qdXx8jD1KqolSrPsJ$=}156?Rl0$cgOaC3}>bxmtvDOeY0vlpyY z$&iz8)92vD8)T1^=UW}J<1kq|dXr=aJWtpDKE8gEzuw2Bu8*cgKNj6ek~er{ zO_uyrl=xSKx|BUzV`Xx8Ctvp6Y_vdpYfqMi_>yxw$yvWv+(^!?OA2u_(ee&DHe>ha z$k~fkYq0rg*ie==a*yU>#(e{_?lc}9dT(q)>()8~89FgavC!mI4kI|Ggt`0#yZ zolK@<{5?zS>^5jk;-c)ffrf)wBbgL8uvAvoZY zjKThcAeARM1B|qTTsdJ@QWW`}q_=2Mmo1W^^l$T~%3SiB-G&vdv^bRB$pUpD7L12* zvQIqflT=+hnooT|i~aRlEz&Z1(a;KP>=d;5}RZriCX;n&WIR#$#8~Xu#yav-QhwezPljr#g zvz$PNbM<+dXP&^{p5YbW;8o5RpT=_nOixn)@O4YJkD}VRI{TCDVO!t|co(J1oodjyxItN$kAAOy9D2 zJ91s+-J0UezWk#fKHW_BsW<3Xg2cD; ztVK9<4PG|U;~ev!O^bEpzmT0PLariP-m6_QvZiKe7ZLMhQvA!7)x^j=oi9bU*I}8x zgG>CR*2MShx&^1E!l5huaMqVCUuLptE;QC;zPArHb%N?(teeZ1T|( z$-g03kZ%IX?fnk!cQRt?!@nz@RDfxiu?6-=kmOpg52Mdz*!CipFBZ}2`~M%>tzqd@ z-|R^Ghxqy$KZpA)=ff{IcCxkR&TR5jBXRmCf?@UUIVqUDmq!~tad0_1 zET!@Fu*m-Ftz<00OBY*9Qt9YpW8{g((eN*Cj$|tCzz%QfnQyw6z^@6}FJ#N2v_4mh z|7i9qbdDhPd)Si5`Z{#p77J(d-nU?Roxk?hI#26blRrCLriokwd2Bne=`312>678O ze5rAZuz6`Hw}Q!$-d%~2mx<=D^OEEQ%_=^X9$gBSyNs4s8R2+1zQI4=g7($8+X5RV zLMYkol51nENZ8*E;dc*>!Suyggu&r3wK*T8y`K_dX zLeIgZ{)nIFL_?mIXTacpl`CIp99O}P8p6Pm+^#F z@R~%gxujcRrAgL~%S76j%$yAF&9z*N2fv8}@51~7XrIGh!h`d~w$V_lq(x4%7x8ZH zFfGNvMKH;8l5TYT28Wi>B~>t=gxfo;bRw^Q2W$S&?n2V8X7}I3yPaaeyBPWcy??;f z*Wi7rxehi*s*+z}o*TuDZ}i$FW*4;@WS?0JD4ruuJb*W&&3`#AkHzL>aVtTmQFNaz zZanAzAE8@}q}hYAiihp;SN2Wjn(b0Jw&t5>igL+;)(#U^!?P+ITnhW{q&%6WhimZ< zpEwAz$@i4J^~?D1&A2oU*NXGMj-plUcREHIeV8IdgXexh7ce7Q(cR_geVbpS7mpXh|M& zFD+90HdXy{dh>1nuJn_rc?JL52ZE2Vc}=k+_&5d4`#de5KUz2_WxrdqO6I!JvMs=7zNv1aXO{Qx%vOO-A z)KOV%+;op`Er*gJ7*^AvB_LHr@NfqWyqDQ*m`E$2)CSUYK;Z^ z!L%I)?eN(ZIQ+5be-M6bW1m^<@EGg956{Z@Rm-@KiOoylovJxwaOy5&)$srIekxMUKvXWC%x(*r8WeLGIC+-o|ja4opZTtA3r zV+t5nf%SSVUf@B==-i~Ra;MJiOrDtfCfTQU9E|^_^+#ry&ksjqYdxAhj;ANlFS~2j z@U$l|XD|PfS?&oV|I8XWv45BG9%1F`G`h|=nqB&@#h;vso+Ab>H_|x0hKpqzFz$@P zH-!z}X+WPj*f1AwvR7~}R{UzdWTClSglUEcy~y)6ZFBA~`9fZV^g{7C`D*IX>sy>U z4fiKQf2URDA>*em%faGk_V5o8cV@9?F_yfMl(q46G2|MOKN)~a@t_Kj$u7|9TAU;D z^oQ@sdaU8cEyU)W6x)IeBV8-y=}sBaoJPkpapDw~y+O~WEc*j3J{BGKA=eYUAkUBg z)4sYHZ`8JpakH22aIz;OP9IjuIlGfc^0T-+nQUKU)i2iT;XduaB7Ir#N?hI_f3pke zZY@Wfp(K2gapfX0W-%^T6vx&;=NRqVibv0|>Q8VwKvX`&DA`-Q#0dT1oV@ROmeGKG z9mLrGi3ihI?^rnZfnpa7OVzC0$(ki*-C&G|`B`=({zL9+>^_<<)y;k{|6IaT_AA89 zej>*IojSeF)$_A{)~Dmeh=geE5z*?FzpYihYLR2LEK1HxVpy3%nkADOEzx>r_X3mov)7K z^QqaMTm+ApaVXE;ivL4N953CEzL$s(L&(sS7d%U!Ja^n|+_%MtZstGKSm*Jo+<*B~ z9NQnp=N4@F7Rk1;&d~+?rnYtiUV4b@-J{K!?5D{&zM0SE&S~HO|GlmgJd!oK8l--L z&O7Ffg=WL%f3%swr<&?D6QaqrlU*$hA^%Jv-sP;vEzmpNiuyUO6!&U|D~~X!24B95 z;yzTY<2VObPQ3TT-OwQsFsjhc5HfQ9$#i9eDa10+zzN_BaWre+?=mO3FJhn7tbR0EvzwqCAGnTmpWyc| zBJY>vI)|;6SrZ1j${CBn)8LVLC7Th=r%oY$prHez^kv76#+| zF2+kr_&&9aU-T9&a`yKEa!mGVs{14_SXuf!#>28pV;tN!x=Jo##9e%Ouy|g_D!#!; zQ|a2mmF_K8+F|UM^IH{pWbQ{N57s&@KgR06@hW#huN1#?!ZxeMc>Y+Le5pn}+_#N4 z$k;}NIhc;gmEF;-9~k#)c6`~0`}6!kP*_f)UgVlBE)K%lqcCqgehx6gzjVBTT%U_F z^Rc>^_Ls7J1^Uily=1T|BkufUb;(n$^RVwYqkRpN@&((!O{cMVmz`es(ktH{bH8zi zzn6LS3Uo`dNA{EE%zE-zY~*8)l022kvSao+_}_2Tl{CsdiKqDORD4bJ?oaAPFn%3h zlB?xa68;K>?#4@v&qd^2!sb-4)aG*6O;_;eR=9OL?X$mcE{pCo z?@F=ySHJT#Y%r8=*Rl!pj)PY!S7i_1dyra6*JObo$GeZk;Z&h3X~xa|PKMF!TYR6E z+2wq<827R9K4-nz>^KWEo6_hN+}Mxx4`lOXQ9ci^KBL!@WO&@D8|d;B`%EW$U5IDT z>XX`ZGs7l7tN3m53w%Q3eR=I(xOXO-=RDkj@c7icR~b7MRNKNVd(^AwvsfG$ZUtKJ z)Ah8e_Bfjm^DpG3MwV*d_yOSalYehy{TaafQDp1p86qkS~b$Vv8V@bx@8w1s?W za`rLmzgkVltp+4o>l!C_m>P(2|FUi>#O37ncoL4)X9CR5rFj=I?^LtZ6snZ-FQp_%v zN`AIk(7GS4$?E#MF~;$LE_n0;1gfxDT}-_c!{*ZDIt<(h^-grGO3G1Q^|Xp*Pwm}=n^Mqt!O~t5MWbf&dug&}gpB#h(scw?J3{^y)C-A%#$$J_pr`MBV z?P~FCsqw0@N?izE?RT#0&VJ!F@x^`P=5jb!^Nl-(sm^4y~2x99jzV?cZKwm(5q_BF7Wt|CnWFCDv@C^ z{J+!V8GpAY%Mem5C4YQ>1eO-Zo@6DSqxF%bKf!#B;rcc$bD}yKjl(9{gsy4`#TaM)4Y@1xBIe0E!;fWY@m^!OPF6zigV0%2^1C@<2T;?5Bs*G!;yO4fiaKb zLsd3zha;&hlKhnQ>AXb$D%jBhgLXqNr|fU_>KG`bLPDySCc9B*Q7b#2b0>TWi|172 zX7U_Gnme#+5NVHN!)9!j^LSr~!l{Iob*u)Ravp!D87q<_S+53rcMS~w#@nY@pa_e0 zw+aoxn&b&B0l~#|8D!?}{@zE6WSYMNS8_LdvTKqz=y!~tv+(~6yqf3#WbJ;Bg>%MZ z0Y0q6z)51nZ{lP_2sgIQrlNaGBX$!(rs;V(7Uon$>WwCAa7%iPHP`*#AB-_eM1y^C ztTZe}SuLN`_kD;DCByF!o@WiYjlYz}m}^=4A0GK1d%i}B|5!V_G~2Rc6WSl=oeswD zZ{2E+Gv^y4ryPgl;`1;Whq((dZj9g0^Ru_<+TFEIT_f!8?;3O%O@_I!t1fa@CdWdW zO)W&IG1xS-aDQks4?3L1Z!v4WhgZd%-}yiT7OPDDhYMGNA7Vgu?Ow>PU&1we8}sdU z3T8b(>ST9#O|SUpLvWf7$7GsHCZm0=mf2}j1-{2Y@_x9_5<8Mzp#p#U(o9Q4zg{HT zY&}fAzvtO@o|SJ0X`8X?BfKSNmq)Ym2xC-a<>~ldANy`~6`9j&OGT6>ygO&xr~2$+ zV`O#O?42bno1Jx)`STWI^uVX9NtTmR*TK07+;WPjvC(cf-gRW#%mT~x$tj;yr~i)K z>tpw2q(6;+uZGnSzV#aU+ncM5UW*{mhHRVo<{G$9=7mK>w|C&sO5cBQW*6;-TH(Gm zT3g7}(PF9j7m6Eyz_YTo=~x<05@nKqs-kx7A#kKuzq0!fQm!X|8@&El1j+u1JS&?^ zuB-5|xA)J3?{K3vVw2BF_8lwr!KNJ|NHOuK3Y(SS<2i$H5oUb@v#YT-XT4t})hyAl z5u0u1mF>*j4=&%6ts09@D*P;GrMua$Hv4ooN*6wKyOH;3xtNq2_-;vUr$PBX($_Id zFPdF1!c;PLX&fpe-X>r4ab|rN%E^9mmd{e3Irm2Uv13sz*bB>lrhWE0<_YATFenGx zdaRV4a=8!nIIUNDoij)aFuJ-Kwn3^tU5_Ti9v11s!hIpt%*G-c z)Xud6G&1S{k#xLhmTc-(jJRFwnuIqUjZlPjs$$(dY)eJXQz7_&***VavFiR_j9LFd ze*j+Xg!tv8xXG2iWvy0{m z^B*tDTtwrsc=HC7M(Q<%Q;q)~E>_m{cyy|HrPn_KcI72#Kl%$GBM z6~xlUaQ{TS%U$@B%sQA9-Oce4t{2DPU)k$ob0@FKf22!(m}C#X6iWA*aXrt@9rv6d zJq2PpxtuGZg)nJhhD+GwP?pa=s;%Z*h;et3e7Whs2r0b`5A<`Ts zW5w}%@us6|gFKNx4F_ge1*%v%k}2g~sMcbqb9|O+x!IACTwUw6zJXjl=~Rg>H(51~ zphZs8RUp|}{@zXJ)LBVZ!9_4?iyx8ur9xC|&)a7iWjwBIBz=FHH8f`xSC4(IDIZyr zk|X4_f)D2j=((&ngiQwXgw%NX%Gkx=`+_l_!-j@9w9TxY#Ly<<%{so`1_NfA=UKjz zOe@D=!9%`f98cm$SSHzs)?!g9jOwI!Sw2$*`or{n(YlgzI(7L+H|xqIBke`UWUp)P znj|^?4yW;ImfK4dd7G`~r8xKu!H1B2(-;siZjv%Vx7&E9lMEtoR2 z7^TO>g~-s3ryVXTG!Zq*;&o1Qe`|)G`W{cB|7cuI%YVi0uFx!v@28S6PXybsSE>r{ z&qJH}{6#!DM4U|pjPEfv^|yQA)~njp5kdMvFtyC`%<(h`tz^rhY@Bn;XR+oXtkc3z zSsYzOmwcy9-sU$*lqb~R>Y3BPxgu%r{fCT|+K)ZRyOA$^1fjlob~|}fd$JJ^>ZD(4 zex-I{&b+tu*>(Qkmp2ZFWAZyLhFPBJwl>N^t~w^N!-3jt#Eho=a&HlAAX{%>ms7B( z9BUp_Sf^)c^CaB!+;}A)%oFou_#36w7p^qkf$MHQR~ZkEq)&DVq{6~9_R8~+?PUAj zU&)0!*0^i=;$SvPwxcj(D)~x7x;o^3u%Zpb@pmDa+GVMzoICjK`A;&^T&QLCj=#g! zqkWb<#}AS|`KnrCQYw+J5CPwX(rsp&B67dRCM^qB3P(V0gwL0l?MiVcC-)zK@W1rx z#zvLl_%%x($|LT^>5HKChDe{BQ$t*1ypE^C@VYr|ZpXsgymzf}rm{jZLYIa3RuUcw zu_mHQb_4uKo9F#I+;!M+o;1yOf_Hqj9vk|aC*R;_V^uO9&%ylT$exT%MIbRAu9t~| z$#9!H@{@SU{^mat4~A&{9|U@O_at(jQCRnr6Ktf}F2>cH&DNFwtmoJN(D4pdYY)S} zM4RMund8;I?EQ%rO<6M)e-5@v=JeJGNZcpJ=B#5I_})*iZgA^QmZ!b@GgKOrC3Qh} zW7GBCU22AFSuj`n{n_IHmLJ6{j$n)I3-2fbJb@?47d4*`{^@tWLL{unFQ2DZGMHV! zFaEDW%#W}?2A@-<=o{%cArHq>T029r90;J}NQK=+yk4WAC z)2A1B+>qbZB-?3z_b+gC6I@c)<5+%n6#wWVa?B_3|8V*y-kfZc68T){7vnDJzu-Oh+>U~&u3xCD}Cu-qZ!nI<|9_YG(!>2o^pVR9zV&TMf!d96+( zdAGuvu*y2{2J21dGqY)%JwtP_X+?p{7mI!?u_|X1zv3-B&3XWgk_#cVe^S5aFcwIa zhhvR;Km4EK=fiy753cj@?nW!Zqp;mVj-{+tR%|HAN3tupRso}4`u4%}RDeum+)1CG z^=kynue8n6vt%G1iMcnj=FO~EMNC<3=4YUnJ+jF)brQb5qfwY_XL2?gW z5BY6)`<83w)mGr6Nc1tk*h!y>u$~Ryjbxu{`~f(08EaI4!vEz#&t9YCBKz7nFOYe- zfB)d*73N+@pV1;@o-03WJUMnYfYf>Uj=-2A??qE$`Sm`Lwq zcxIjhwlK=GqS$85cEW-boyMcSNLT4>Ff&P(5e)W3et zbOm{facl9ai}~_-IQ^zL{)5#mr;pDO=}x8BSe#Bx+Q+?Lo*j3y;wvQjN57HK??l@6 z*0;%cS_X%b$MqT5wlnGrv^|!bISG54-&qH~Gxo*aP3D8=SS}e>YO+_Zb1&z|?J@ii zGv>_YH@v-SrBUQQ(U z^{kRgX6MnhoKN#C=3HnEW3Nxdj(A%a(dcM=*{#>!KEDr+4cIxgLb69{9F`~F{$?@r zTWebn)~StmU$IeD(%b~IoS6Sp9QYK|`ug-y>)QpS{twE}vO+3S&eiU9_zY!@+N5~X z%rkJWE0j_(_a-AgFFxg@O_##eL}$#tj{R?kc|0mR8|#XL*~>hLHyq9{YC`dR5q}2@ zrQ*XDuP!x11+#9#)cN?4>{t)*nN95WGfQ6%f$=PmQ{S^7eu@^!$DC}zHGOuS{tuIX zi1(A5I#0v)Bk^RqoCBF!{+~d%o1mI(@Z&^^L(I{D7LSngS!iX~VOGf-@UaE#o`87P z`<&`&j1yDf^#R?>_%u%^QnjcPKN$|uoN6r3S~KzRSxDH6B;-*mV%W^IGTXv#+OWNGWx&?|YtSsk|wJb)K#Iot+%XzTH;`SUk zzGRlKA^#j?mcpQ@`ToZL1=z6}l5_cOZ@48le2_dH%Ew^BE;=R8#jQO0aaS&XW8^VL z`c<1Rd0%I7?rmtCAttUP={4+|`t}_}j`bKb9xp#KPqJK%g?a@Z{S^tm^E*46FTks( z=~x094bAln@65A}9dt}}oiOxxQkG<=Cm{5k)8y+thQFT1-&^s%9#*W<@J|Md zQX=oWtdTo<&$8pGR-+^N)+-|ANUTq;g~MQ!s_%mfR@_X}z8H|)>NDZ>JuYs5&=;6; zFm9yw^j*fP2*H`qzlyD@uv<4{)zWJLbhBsnA9@V&a|ADYls(oO_fvDWF-p$*4#J0R zV)56sJd_7c^ZIkPyjY}o0)iDW@?)B=!SWNm`T!O`V0SZoIt4Z}pxBZIKd@spUeXjs zJ@kKut*gSbzJHJLoltRPubf$1Yx^=eHjt?nc9${2=j^u+B=hXK2I)3pMzw<0 z<>+%A{aWFBDy+=cE>-<*z}p7Kc?>U)hfsB|tFYCF{?5~vk-W68kxpU9yF{3SM3ZEF z%ANVQeLh>e?0lK2Z|Z5}&eR%Gza{n+}1Ry6X2Xh9+BN>M!OlN@w%0hT}Dbb^ao(Kb-w?PxE^APA1?_X_y-2ZOA$YHaj8n z8}FKryI+WBsW<#Jf1Aapa;?9=dFmMdIKSUCTJBnQp^$Y{u(onoMakMTq+J-9YjkVpVFcH(>LUM*7&SuaGV0h_Y*- z3!9#&&x3p+*?gWcUNVs^700`orLOn>(`qd}Q`sfweNKQuc@murp*%x5&`f8FzANy0 z84o&?*EXPM_915nPh&B)zY#lO!WSg?zZ&{QSJZL?lLGGYlNT7c(66_XnvL4dcRrO2El(0 z-J5H5Ge%!+o$iij6WHkj5k8rY2W!(-RDJ>rvLF8h>`E?^F=Bkq|5T*o!Svm(WvV*o zx%)t^N0a;rWI45}yafbA^uB@F(eNp%q_ zd4Ln8H|o>er+vH{0fVo_ql1l74$j%HF#u{6d0s0_xsjFchjPv>m84HjZeK%+c79*L zY9)-`8K)26G3Cs&3#t?FVh;xX&zy(xfm`&NBsS%V@4?o>-J(MBf1WHFT*sFx&~&hM z7R8ql{382yDi}Y{j3?6dLsrVQZt}mBqQ&JtIZltZ-gy$+k{jqd^L&J%zk0ug zu@BR8r5S#p;Rvtm7_}4q&ZN~*{;KW$GO&6X;x)Cai!E(L>EAJ|2M^1+hEw%Uw#?3? zuVW?L%0}DtD`k$?V0bd``;?p|^?exjJIs?z3GK<*2!GbVz6u89Ir0JwyxA-_LFZUr zRh;kLV3zDjn@+C3^lE8@=0+>e$G+xcxy!!=PqTaNe<@bn-BGq=(2`13$gtuSR6#-QLMF&KYT)l<3*30 z0NKb(UxPz(YR|{$NjROeD0}eZN;8(DNp?=>%Bc%1n}}EC*swUf=3~J*e0Q^G))y~w z;xjd+{^O6y-M!sUBIFcut*|mpApID=l{F!!%r|M-4i}cwWH?(U8(Irq`XdkAk8dV- zeO25$l7wGqyOC5!ifgG?l&q#L@GX1d%VTa!5qcs|+k>~mS@1jW^rC%xIy4sbvezp6 zxwh(e5U;;hyNjSPn|w93OSDPem{xGOmJPd$jo0C48&>*@%(uaED(zF<;b{!I6g#q4 z-X@9IWWkRHqx}(u?{M28Kas_XnQesDse$tYBqnH4gmyW(`y4OKGpS+N zno8T3(=>ONFNAd}nDt?|x%Aj7DlIhX2}VnPsMNZ8h1B)QJrDa&*0U*YrCM`;%sG=R zAG%t5mF=$Z*}kMa5vRLg;)4aOuB6>$zSf)_bAKawN0;eSQCxe1=O#zXKr-De_8sWc ziLlxi7f#|QL(QHXjq`naG7ipQ-7;2=Jvg#iWctr_*Z^`IfmvDQ#7UG*33ZDloi;7*>Q;d(yZi8H(|yU&MiY!<}pX*I4gDC>=@TJms1J>AOgqdy(Bm zik(=HtZv02{EBh^#r$u0Q$wEor4h2nB(4}L&@H%^a&c&yOP+x=zFR|=4l5c?VVZ8kaw*N`g zd!Mb7zo&zDat}3Gq&o1MobJq7`|M0lR@7Xte{OZHVbtennc6LX@W79(f_aXSlmBhV zxR;(s>h%=~vIFu9(yn5q)M2@T?XolT4BXCM;TJ@K|FL2>*v&9bOYf9|Sk4dTuE}~c zJOv0^{(q^|5s*0KTgd54!LZ+R*|r3&TK?BCDm2Vl!a9&xI7N7C+kJj>IC) zYla@pMACu$^C@#ZX5-F5lkB;2@-|D>kG=ORNgFurM>9>FGE`Obx8 zIfCuC_}5XZ)JyzS`+v2}NxxePmP$p!MiAY{DtRTJ8A#$Hd?VN3$yeH$f9!hX$+pg@4QRht!Q)!%{VevpLZWbRC-f`8a~c0@M4LykZVg_g;`Qrh ze}}D>nzNA>C48f9#IGKPeM4*eb`j=#-dX~;@8q+iT?OSyLPa>O@JXJez3#n#^gkY6 z`@rI1dSo|fM=~4?%VunFkoo88IhK|3^x|->Z>IfycvF>se@yHuQb5bGwAwu~0ZZ!*_hts zZw($Wmlh-W-zM!JB>S`MGoJ3{X?cO!E@j!q&>jNywGh6Wt==K;^Zep97OKcLKl|iK z8eAiOf62F!&#Pj=KFR!)3gAbu{3bjrOT$tu-K$J3z{-M`mw1V$VN-`0Hfe2jQc zd`MQvy|J+m+3Jgszhn1!b~z4bQt|Ob2;_QorI_=t_LXpItM#otk82CZWM29UR+pJ) zFsppbCgWMNHTGnWdA`Rsf>|H&?(n&X(`5LraJ4-LtD5Lb~(fd5Ac~($LK+)<>KD!Fnhvh*BPybxSqA}Q!;I* z*<5pPB4NJyG{?QY^qnEL?ZdLk0so9>*%DqI{UoQ|p=^8?E?%!kS!g%0cDyHwoME;i zblUFUx5mj+phoQc5lpfN?k5&oPJ*1O+SmHB7#a;krsPo>kGF5~!F}}0ljfIsQ8iX< z0?AHBIZ|BgLH2xe*kP{DM$K->&SKOiEYCUWl4hv`k@sAsu{CAUmawkDqJyEICwt=15uz5S5#G~)Roo{g@naW%9 zy__@6DXDzFI6$j=vEVGcJCBXB%k_TmJ!!O53Qd04bHvR-q|J5mOTKMv_hp0480H(--e% zKqXH!vvWB2Q*VLa^>DbE#dfmNc>cD6W~rI_1)Q??vj=_V@}Jc-{oB}g`229~cG0;D z+*38>XE9|7Y}M|Wz4kEKPPfwnQq*M4p)T;1h~*G&9NHTl;3 ztR?;Py|Rn3P8WGAyN39j2PfP6sd(@a7A9+dFPvE{8l;lW-(u{&Ml3_ewYc#NOXeEp z0Mg~0)=s)UhaK6?-o(78v3FaZm7T2FC0`vEHemi-*xpb7>^B-L-u#7Y_nH3)?~Z`R zE`HmV)c<13na01G#N{D64x=9yHLLQhLyguQ=Z3NEO7>31_dNSvY@9rc&Q8Fpys}5( z+Uj0f+y$e9@UD}drFc_0+C72~HF2w~*N^e_c4STc;_M5!2A+8elpJ!!TuD6usZwHM zPJ^{(sexvz1pjM%I@EmI@oo|cx0yLlm46ZAc4<3+MH`4T2h!&}(ocnQH@%M`Wun@A zXe3Kbdze1Y1~~(oQ*%RE;&BqT6`?9&Z8ON^G{6jcb%p0saD18eC7|>q6q9%85MKEJ zpX|j3^^Bh#Z^Ml@mW(rvS6sU<*)SRWis4%F5$zPga*}E=gdQOA2dr`)6u$JT25C=* zZ}t}~_s(|A$i1KJ@0!CS_hR{H+2V2UKCNZ)R41eDZasQHX0e}A)~Bl=JKYFlNIRXz zIZK{hFNq;#dFT+*9DxU^j@6gurxvb$jwOq%3C7urS=~IOj zvA#Zi@OK%!5)0xp16Xlh!AF+k)hIJf<`KiaN|m?9JS)-mJggW2`J!x;TF-NN@={t2 zVgFx@wSx6;HdE>ylomaT8|N3S&iUrbzBQ#f@vUawOQfDC!px`dmH7BeLAz=`T?X%4 zz4HpIC&TGT+78CjQ~jL`mMb9Bix+;0Q7!SgxN*z-J155a!|6(x2AfT6wgSVi)Gjgk z8UOcUyK0b_L8m;a&zYsv=v-^0p)8ZNEwx$IH0_U)2o>ljO{RetXWs$e|P)pYXXF(|^^zwbG3Dk0(*?`6~ zTvt^xcMZD!#~Oq1aJ;|Hy&k2-{;QQ&woYgf6P=z-{W}COR&3y*ZzS8KhPjM<*R$0ydR^CwA85A zvf@;|vs3$w0y<;pvl-gY!{VQU#UI4wPssS3RpBB!CmVQj%>Bf!siKf?()&R$)or$t zW(rA~kt|hEr;9h^VSgtKE3rdk((lj4*%kjOZ#V;rt*j4SurHO@_l4XxSoCDs53v0X zT+7|+%dB8IA+Z5=P04Ysxl?6!f^ok#^K|H+gmaxq*N9AySasU+g$_J8Cwf2PV^z#? zFhA?THdFOzK(1Z9uawpe%v6px+3%b>O9$ZmKyCLHqf(Xi5+jY!{s3dt=X2S;*p{Yu z8oMTD^fB^duC`n0^N6wMLH&1#jj+mhz>0s2)=A9X2Ts}Fo~(N>)ACobb+u8qT8*|^ zxk~f5Rb;&cTT%z+M0}WnN%t45`Y_qfr}-nULsIkPXK0*ij#P3Dj}E0zKN@f0UwvTH z46EN2{Vpd}C!SJ?MN+?djTLJhHpg=oLV5u_KhrlEYwEGfS-f(gtAUm5lnSBOoAD_g zS_xC`)wcv*cOdaf`oG13wF=%<0;3LQmD$?07ll^v*Ou1YF%Yi6CdojtLf>~_j@pR07h;S2Xl7i5K?`EO&fgv zvsat6NL7XRMUvxa+=X?bS${VF3E%1(a~)~B_ac z&YR$xtc2g-^8~hi$hgzAY6yXu@W}c4xul%H&UgE34z$+${6<{*0$VDw=dt=Vpt+Wn*5ZdVX>V01RQ)ue2t6C<94=_|NYi3MkQzlKp$qc-O$`jR+zSne@aYF|#(CQm|t#_0br;bK0U zy<5x0uab~Bn6C_jXL3|M45uTsXiwAZnp{GN;o=3$>WSIOA#yNH7Qkg99g^d1CH<2n zbc@mdrAPLd{|2Sq=6qk|{l`qfJr&!k(BpoumazS7C^Ti^*+xHs2MjXvST@U3&HQ0}dVX#^h>@H>;iqi*@qND4loNWDy?_`g4a+U5R;iW8^ z6QGT0luD4V8|z@#7tfP_JUw>6^dYVHWwG2@Y3B3R;>o+@yA>z@(Q_V-okXJ6xSrKv z6E^LD_xZ5wjuW}^xJcyaC`LSh5pP=+T3MH#gXK6?UH<(zp?9;`s7s3aqRbo zxv!vk*7hlUIs4YuV?|%6yv5&sV#!}zGkpZ33dTB)L_g7K4ZNFSck+Qf#4BZ|W%O-q-jknnflYf@jVAq%H2IyB$(@m1$H`f859uG$<_^rhjP7;xYYUTg zG`W=xU)Qn^_SUn)w4>LVcvee2_$__QHAGwP*lP&nE z!dly+V8iTQ_ym7Ov-$NT``tWelBudutFlun{H+$vpVwkNyvEQhyYZ6EaW*U7j*ZE^ z_NUoy5IIkQ>l7=%tK{y8S-+FLz8RBG_zJ$4O6Tv;GiNzZgWJ_K8HXpS$eKOOcbT&h zHa2FL+=1xDE_u$Cox4{XqbDz#f)&fjcoF;GOQYftKC9rB-)LLT`-k$a!|0X!s2#B2 z9&s=cBRLBHHGWTj)gtw+5Zfm9rYi2UR+Z^S$~Ugu?Z1iCKf>rO@$gNSoJWFW;rN+# z-|_hl7QIqjXkc9_jxqC$J_O3ec|)?dbi}xA`cCxI1#1>tTOT0xnRva14;cQGr$*ZbT_0 z`6xKOYm@_wd@l<$fn4@n41rE6@VrBZjyybfGV;uBBWy0@(RV^;0A{Vn_2h7S-Fpjo zKx=4EG|MJZJ;T<0eV%H<<4BX;r>PQ|TIDC>cq-){$3u$1{v`5UBcfyn**juFOBl_^ zurvM3J>Zf04rc4gWSB?p0jzjBCQcz;9}<0FhE#U@0beg-|9#lKi-CW_aXT%i z(5Ahy54RSc$u_;o_bZhCpx0+`dX3#vfol)Xs%#~E13TAXbE-ex%saD7FFQAr<+ZNA z|KmleesB;O`_lFn@h#_mUeoh&{NGiGe`Ux$9rJS@eFm=YO}DYU?4 zHCj7k-HO-eVoUaf=hVUDFrVq$;i+D=@Y#GL-Xyl14}l4|)fB(8e=eT#9vy!-`Uh;W z2Kr@aeH7cK-pV#t9`C!h{9GJasC6ZgVUeF?nyF3hBE0(`x+TZ=YQB8BIB>X;uEV%e zBs+`^TG1~4mm26#!mk;79pTejdbbcYp2wKi$dVmCM`77U-mu%;kFsZ3n7j|;L9{As zylePKzVW?^qu)WSiFvBw&IZ3n(eD@WW)_yc<(;`u9stGEk9eMikF|o-hxYZ>s8o5} z0E7Ek`c)iT?Fyqdsh5c;9sT}694lx1lDwi8dFIn$7#oaYzg&$x#*g~wm6I_ah^Dn^ zmhV8Ru9n(yby%qw-5<3c%oY#7#+Kw8d$bVKy6L+HpDxiWdj~dKuaY@>s(6(riQ=laSys1Ve{%jjYS!%2Nfpp$7*VY->sfsFNAsO)gj@@zCc#?cK0?dp_;C`i zNmi|vxINpbmzgW)*SFAf2IM=sI!h*x?AK^$lrH?E5=j=4;#fA?W3|ZL-Z7Bvz$SU3 z^Q4}C^4gyYQDP~q^OPkS@KcBN60!Pb?AYSdi}>X)G`dtYYmeE*u`28B96s{3So0Je z8|m|ab)_%FCl$V-Jx8Ww`$~10B5?nY_7~tl1CeV~VWm&q!SVE8p#1@K%Js)4QvT~Y zv8WcKp`GWMy~N@h^-WgHk@zqQBLBHMnP4T{!bdu5*&nJk$|Bgs=iIJI(y@ZPpCI+U(k`BE(s9xzAYH zZM2pYsi;w(P5Q7%_7Gi#!8r|4&Z_Y=%NL_bvYh@2;~UuKS`rS#m__{mOJ36tyUV!Z z%z4oIFg%Pk5&>8HJoiZ}z<9DzOJaIgkuc}GHhJBFk9H6j^ZaBNc1^^Zteox4&=Y>S z&U%{EYhd>!hWBOLxtLuVw_d@3Rp!cGni6>as*(1yI?SYTuFzW2_*Z)E!N_;WwhxTn z@RPIPmq4M7SW`*w^7>EKx1?+4r?eB=Z4floMtNi9OniOHn?9tA;+f9q5@anA9R6QFS^FW?BK%7cG z>3nBQ)swUN!pE)=))QspOE#@`Y58en+^Jnc@01>)$1II@VWslKxcBT|`RZ~WZi{j⪻k{(#N(TDm zrutLNdX?4Q#@?JVe3ZxBfnT3u@{26+5~Tkk^)m8o;JpWn06$tadWlng`Npjz{SeEy z^6!s~u^lV&d^&sYMqx?V*@*Rv_`He;^gr*MZ_ZSF-&@Q{4an*6SPqZyH!*P*%U+1( z!#1;DXWTZf z>^{TQoP0~2pMB`Fjt-}?S|gHH=L?I?c_ulp7T1#>ZBQYSr1nL2{G93Mc;kM>mJ`f$ zB}6auFZI|?BwKd457qk*cHAbGW>?=7_TP<_qj})pw5~9 zXIx*`vp-JWg119qb|wvzm!~a`rb_j*ut=S<@?v1BYSu9G0Dp9mtfc)G((e#ckAPY? zG4U|t{4IhXh_xH}_XDhTgm=$3YAf?K=TDWOS)CkD=$$Gj*Rtt;rFvkhOumA1 z-{MkJdJZJdUEOS^8{Mfy|&%xXq&H+*;Y})8RfW}jJ$JHO?iRhy%9Zhb6w9a5%U01etJP!H*E~5) zb*HJYKgHUUvlkc8<5F`UfXz9-Gmys~#Xg4>)gR->xuS1s{yTj($NIMeA1x=+v2&9u^aZvC&tsn(X_|eza^P8YQReI==I&S)McU zeK=F!$jMQk?8(`+nS0d#k?d*O<>Yd0SC%F4?_TUULlj>iN~|{4o#f4~-QE0hg`U&k zumiW=yOLm`)>VD}8`M&@CwpYGgSM)lH?%(+kG_Kb z>vVh-LWi*2O=iEHb&>(LBiycn=yT>SB9L$MW#=U^D>*aVV`gK zX!86dS9yE(e^BhHCgvx9cTY^qJ&o)J%#+@O{Cyk!Q+4!uL|jgp69BEQZ2LHBlI!?_ zy?T-}&(=R;o0DkyCiZ7%@2^&pX=$ZWTc^>ix?TSGBGIHjbKov|pgj6588c3Dl7UIWSqV}6OIorQSd_I^2 z?}|v#DYXKIxVr1k#`n;!2)n&O{(bQ3d|c|l53b?`ACe?H2|uCDMDI>v`Dd|txEX8X ze@<{E&*utKWY@=cFz$mj6L{7hD4ePNT?H-5d#4>QsRZ%SW~(nlzjl5S23?E z?xadr4ca%uz2r7MfCTZ-R@Uu-R*e}(e1H^Z(V>XX*NcAHeYlZq4?;fms;H2*0W=&m=d9!i1ACJj3RSRp%HJIEE-=@ItC2T0d#;Ku{yE50( zwUvI^v3@3B`G&1`i)-0AIaABQ{?7fw-{IBK+#N}rCp))eK?kyD&tS6l<<8Cz#!BXd zPes3mc$aUGCwf2kEApJ=P`TIa~Y-Yi=W}1L8O})zAhXLY4^0EAh zH-BjRIrinua~Z8q;sHI)o0AFGLE&P4(-l)1dbO7s|6!}OP#Y&Qzi5U#NP8uZItnUyZ>zotHh#Pto*1nkB>3*>If1qekNLF=YDG@0^6_rtRK^HEA=p+)m@e*k+!2 zUNuH)K&LkKPBFCtF3o1WnqtdTqj%JIm(M2{v$d7+K~gOvVNSZg&Sp75KOM6svB*Vq zcnp)CAniHceV%=~il9H@^=ITb0KS97jWxKCOjlQn9G{UYPu)^={R12x0mC~nts^$w zi^rplQJUrrc~DNk|4xsK_3gz5*{@N9{AF>unn?7%zl(}4`7T$|I(Ul6TLL%NvRD;s zbk0C#muxw+x1?iv{*b+&|IqquGN;PNb>5$iKQm#J(`r2ndd-33E}n7+Nqd=RK2%D3 z?{@xFoTl~lPQJ=nX8V66-3ho()%OQ*QzfD(AyS4$l}HFtNrRzCrCFMZA{j$|resQ` z0ZFK&K`9NANQwqTA(7IIlp;f==l}WM|8t*v@B6;z?7i3euJ2m=yyxt_)=p?W!z!)m z`z8G+>m}^j&uCxZU2+QC&P(&1WCK))l2yRq-nIc(c!9G`Vw^@CK}(%*RII zWAcNgs`k}pffwPB91h8ru?ZLcr28Hmc~&G{2g!5An*qFfgE*6lYBy=|1)1{PF*U<4 zB6n3|pXYZWt7m6^GU^|tr|E3|5pJIekyBVWyHIat(U( zjrg}wPow$JtFZe6kE)0qH_^Slv-Z*88?u}Tk?aqy0R0*;-ybW-uukdtj!7M3e`*%*vi z1dm^gQOfyCVAe@oT7el;uxWv))tMCEnFGHi)kwa0Eej@+&h`6=9(IyFxtNoO^bYZJ zo(Ps*nLF4cYff8=K_kV_Jl(mLw2QF1lrb;IhVt0ogiSBU^8<|7gKiJ;)gNeAl(efw zxa@Ggo;^N=`v^G9WyvKl`w2o%k}o@V&ZNNzk)tkj%hIj^8O!j{hegtU#(JH;V{qXJ zeYb`AR?OW(r!f#4fHlP+csofGm-4JVH6*gXqNS0Vv3qNpj)U`R7*^E!IX#Yrb@Ch^ z3z=nR(>^4qMbmumnJsE2ujH+I_=H|xXpy{Fg=jlTJSc^^(|BO^s^toDAYE?M%Zy~2IQc_;U*G7uM?Zo*-`Z`66hVV;1!IAiP41Z|lv)!0i2wVGV zmm1`K;M<4%*El!%TH8aZC0?&~)*^C_gJgFy%qPq9#z?)!17UV7e=i2z&nRQ<_ex3p^hr?o{rq1&|F(EamvQj1$O!L&b8Vw%A z;oJo)FRF}U)jU1zjr|83;WOwo7DF#{?tgk6uibBaxQhM8$d&xHk!h!%4>saaB>zlotSnlLfaAS-ZBDQ3-q~ub zJMrK<$G$Pnz3i5Zu*s(O39PcuIhDGav0pOYw!^AJ{H9{q46PetbrF4ELci3tujSQM zY?PWx$>RP)!IfPq4IYk92SRcTM%93Oo($eBHsr2ZGT+?>pFYmINc;Oq@jB~$!z)vF z>|3ao5-a}WEtiul`#!VFe*}-r`pD~8`wkpA84|~caC`Y#PY5I*?adfDjqOtxZ;qIk znu6I?a35dm2AAv&UW^fipq6X5>?|2a-sIR%WvpT(ew>$_j*+kFCpjwicU^U|Q4V8` z_N=l8-!358pJw;Np!Jq`F%y1Ocyp?YB@<+OmZ*Vk2k2!9YhDTStq`p(avz7QLufaS z4}N3BnsB{O%Vy3#4TgPjU@Z>5?`Zs~y7}>I_Dwa}tVCU+gSHJS&xEUW0K_Rt~egg$5Q31VL|u#^`IQm^f3=U-KD#dJE5h#mcF4Pv+^Lv23`rvaW6@PH*Cs zsR}w4LsL2VH=kX_k5cXVSW?X+-ws}VIITZ1V(J5AH`WKVJx8l#oXM)|SM>I>cOT%QP@^e#^Fh86kHwlF=uXS>DFCr&w={ z9wySVrQf^w$pbXoOP|!W&04!jxP7}3dhp(tpuHE46X&qi&-Jl!6Ry1}ddz^xJG?!+2CfwmONf~#k*z+j zYs?$=7gKARDffqX>I7!ZLp@TAgj{^O0z2K0VHfbPL4cf<{G>JVb{&dc4UwUy-CW_Wf;U=!ij2lj#xGXo~ai z!>bdv+=D~C*>50JveN%g7J3yT$Kd;EqS}dktQ8FE(X@%PvNm%O+0WqRS3u!=@nXJX zomsdyKIO{0ywSGkWw+?O-nhv)UR;akSu=ItOBYxzn%Be5JZo!-dAn(!T0UR!maLd5 zL*J~EtH*0!);f0we}sPtXcu9(`Ye%{bDgOBGLEOR%KId_QFN^83iwr0yiL;w^pX4R z*)j7A{>*po%i4d$jPAvTcS@S(4wWj_hdv>4x=h`Aq%!>Ir51*#s z*lW%x4T){6@IJZriCX{oNj{4|j8zgtcCbRK#5KgHL+OyL+9l0A?QtSCgL2>dF_K*^ zUS!|K=kVAFfzsM-5ILSS7kvu%gL&`y7_o|FS3tC~*SEsqb#wM&lIJ=i**R__(=KdE z4!PWMI1Eak;lUEIsRB6CZwc{=;UaCi>W< z-x6$pypgkNsk-R&3LH9OW-?aw$C<~lJu960b`<3+yK z+zfIcKDHMl4%K?R>xlia>S|+T&aOwhtI1Z?eDf+x9InTy5YGIbh0w|z$Gg$M0u@&j3qXaBNZolSx-*lIt#PkoTGdQOyo zm=x2n`*LU2<2Pmbasr&@a zgBkTr?EU|Iv!82Qgg;i|E5~|u8(wr{h3rc_hToQfQR3YsNAqcY9$(!#*-v;KN%LLy z4qDY?`?3Ys1Mjd>5iy~a+2>i7J&L>^nsa+Xd;l$85s~`g=^pL+(d=}-o)v`+@cnx% zIS>AyXy4D(#6q&X46R>D8Q-phy}x1i-9|eOJLY-64g$;RpK8-j8Dp!n$3il(JoyTy z;M^>-Jj#nkiGC;Pr;oOGIcEqveT>CvYW%kyDi?7Q~*%nsQo|=Ly>&orK7P__ z60Ndt{23Oz3a68Arn*=s!iH zp3;@W{~Dm9yFbIX8-pb)?6W;9D=i#;zJuf)+1jPvK&l@O?*9h?W?jz zC!b^&dG3WaWy9RzNzTciF}fcfH23NW(%-Me<7VH9ykQhe9bn9fEY*SxSuxSTj8X`D zlkF*)Rgz_(5#DE=-#_%e-`tU`-q~xCy{D!~#f z3X%3=7*FHH&xl&7`Or~|_b{w8n;b~q{aGt(+)5Y3?5AkF5?98t(NOU;J9x8SH(t^e zMpan4foqOG*euUSx*UejlMZ+WT`3UW+m@xygsP`b}@hIp_kP4Ne->fq$tQ z?WN+)F0n1&TCNmrR+BS(@V|G}b)}y!xVIh_$zJz>s8q!NWGlLiA18mp`E>t{yfv_C zI$WO9$67tkXVU|r^&~#ze$`F5a+MkCN1ESijIl78%6IdfKXt~IVZc@RIhQ8)i!G1f z{vHV40kJXo{E;|S-F#RBx*O@3Z#_FOBl*+w+&3#j7I4`sQjV(w~qu7^@FjH<|=8}W*)CR>Ar$*5Kna$7~w)Q_#n;#-YB%lwjx0(I$? zyHn-Zvj&f9j5UiytGmeA3nQwE?B7FWuD)hzU7Y7X$v!u;)h2cu?Dt}FEYtsoloZpVqy$rH4e77Lt_ynfYul2HruoI!LwoL(QW z$#+J~Zq|Rr_fvW9)o{vskV0&;S|qtu^vP<{i8%Qd3$+!|QZ+tzYm1QK7GC?5nI(DC z4>Q(Co{>A-bscHX?@ot6#e%u5BguQ=#iPzW(>Z5C{~1zT#xIgXvNM)t@9hRL=vs_8 zowpS7`3g2|YUEr8R)#W|^Fmb}KD@##Kj-R#&FpVl;UpU;t~`)z@fkw0<0}JNS8NKHS3jA82)=et&cJaz9O2 zde0ii^E`#qBHt0dmyI8oPzF&sP7sfn-w7F}Y`(b-nbTWp# zgH0pEhWm^$moC|HeViUs!Kt$MH|uq!n6QsOK8~}!aqBQ`E6{0=&$CwVNBn<_gvsjp zpuSUysRahSr{ALbzlQ9ofRg>tBgv9HjM-n^7M|N#WhqN1yZ;xi*RtcUH}5!JlGk;ky!%bwRbFg(ZCY{3yt!Y&sQ?feuXDmz2o76n$jVU#; z{7IiLYVBUQHtz;_!=f1+_k8cp}Nz9Y#9aH(@@>9ZwkrIvk7C>xn zAhpdmoo}`KPE6^j_s7ltxtsE%UX#P(UV1gu`VbLsZUMKR)5je&$_mcgAf3wATQL0> z%-TkxSu{$$=1W-OL>T|!w-Gxhm*P>ztpmT>q@MxzT4v$eu&t9>#|zr($6#Y?g$ zt2a%SLU$=#vW6$$RM)WRDG*u+wNyF(NK|WpL)qo{7+(*Izc)MNTV@HqyP5?S8S7$F zogtp?g3MWF)P0C$ir5bnRw4 zW2pJ_BE0YB%v5a{1@m6w@J3pmPy4I%I@)K&>E9n$&k?Vekn&A>--2O7Y4EP=p#gd;zxaV>5ZT}Y+Sm!67J#MVq>3p)k`&gp}DSw5_27Y)Cjy>giDwRL8 z^RNr6zRMO>MesLSKe<)r(kEVC2}jnFDV49zCHGeTm3x4#FfsK?=IC*^^J*6yo5Rw{ z0CXLFvaaTFqvq~!FFhaNvw!qkh|GC@y3*e}X*>}Iz2K7isL8*3B+XxhaCvjyE*yxTIF@gwor+gRC~|0sTyXPW_VPxa(xZ1o*~+2?;nET~Arc3NJ+kCIvb zI`hT~SBc3Y_M+F*^qYLRsU4V^`yd?2>YaZfS`2T>W7eH4QiujOn-l+HtEbIHWyuyh zrqX1xvX>{z=j@hwFnP1L@SIEd$Q4jI$~oVP1uN)YLmwr0ZSv3WB2im?ttHzfM$Fab z{&WG*rG4s5&tgD&DXx$1sP@3}wpfYG<eOkkJy;F-@P(gTf9JVD zLx`<5d)$k_VvBvG z*`$x2`h1A&T}AJplD*=)$?_n)_A`1@@|;o7|90%n{8>@YU(l=cNwi zX1vWx=&_hKi!EN|8E5M6XHs9u1F|PNPe*&Q%Uhw5wD43 zy-9Jnc{uqr8)N$Ye0dFx^IhU`RzH}f@+77LSw}g3q4VFvi#zmPjpecmvLWwyiq~}^ zTUj&RK`>cM!`>p#>9~|CT_>59l6xyPIkNw1oj#5bL$lL8J3o@=Z8u!Nf()xs!K z@g@7oCefl2sVa*jbxGOZsJ9t4t6^Re3(n>rsSli5KG~hJnbmS9qaxmv(ta1Ik~RGn z_&s5cy;!eDu}U`*l_KFravv_r{s+%X+4cGWDaWys; z0$I7WiMF*IZAj-8v>GKcBrixgGNi6&GJ0J{>Z3{jn#i22kj2PS2*Oj?qV2?flNk>cyg}6?tpJ9 z+P%x(+j-^*FnN`Y?qlzN>HfUqQ_1>}}9RmZ#;($(yG|g`t+b z*1!5qUG`IHHJ4WZcz2^u=V{fOeNu_Gf$?*dveZ>W_L?P6&x`aqi7)5cc|MeP@Vl&k zYQbXX(z%=1w21FEAX_S19s2=;b5?aslt^3RZ{j|uF?YX$V7{6aFxSrVU_)BJ@`~4lK zkEQ-j#+5GGG%@ZN%%5S@x_ZfexvX;@YQEk|#$b|4K94)&NvH*ntP|Q)aP__)jB}qR znVEW+Q?8=%Yq;1H7L)OyzBo3Y6sbJg8eZe!-%yX!j6TJ0>N}(&O>I^>$>{ZrSVvsh zk2M$JMZSk52Ur#5bCRVN^|V}!`am_|8|_ueuC8Icp3{%*5)IcZl~F35#dU) zCQnmq)8a@PwG}fy5;ac5>{RY(#^1vFV`2Xie*VwTX?lK++#Sua|6t1oR?Ce1rE`B~ z^&c>A4=Zh<`w%nP+g|?P@&OF4aV_^XgtzgqpIucXD@gWC%<}pqQniQTqvrj}j?Aa! z*)%F5ns0?|W@1Y#mONO` zmC3M9FCRjs79V{LZyWr&19od6@IP3k5>{4@ zC(qIhG7S+ozTk^ZM7%tIElHAOlPt@p`|`kT&e@KEm5iLqQq9PbyQ6DaeVLzRmrCWK zru;1#-t)aV>qKk#9(Obkdr_Or+qDYj%ta7N?a3RQ^O*m8G4g7fo{0-jvBO5O_ewJM z)M^D*BqvsBv9m19^6mV5y;c`dl7D|U%O)Gk$Mn5g1no$URuDcBlir2e3ud25qEN0X zHt6je3^`k0=Rv<6-JUME-mK+au9DwnrFs~AhA5L+qYnvJ`g=9B8u6;Gtdp#YJ>i*M z@qdu;9hk3TsoeW)#%Gf|@)~j`pU*?0ck0Z<7v|t~TW2+ZS0}!h>@uf8C+ig2h}?Ct zpglbsL;8H@ckszQxOO3{UoK`(b)+0zR%7EXIMpFXvhZCZJ|uQMW)2*pr)17(LDNon zoyvzhu_8O3QXyj=w$8$&tU&EZ`(ttaY>1D8S`YS~;2L^C0i%uZQo0@&&`Oj>q_2w73JA9&X<2CP*DtD2J^8D^_ z{Z+p!$?^c(&Z1jIb}xoq$u|A3IB>F8H?Y<>#{AY8W9U5-Z)@}9m*8|bWU8~*8d1GD zEI+`l4~%etSn;K3KcA=l%U7$wD4A1QnT^I7KY20_CGU6Uh~L&(#T(Zt771!ICZ%4r)JD_Ljxif5L z>-!B%c$4k7u+TIdn&egP%q(Y*MCoa8{0_ns;QSq&rea42e7jBzJ&`PbkTcJQQ|~N$ z(M!U+D4%*%6#12gx8eA1apa8x6!#i4Sq;|U$WhMBmE#{|eMfY!Nye+iz7y~^-e$@d*O#*jR#=#mrm0=OsV;6iv^s?RZO`VK!&mXW{V*v=U9 z`Ext0JC=+s^svFqDA%&N7hVz46WFbaPj^GS8SQdid>sqTWU(8Ku*7(C z_}XN#ExU=6ujN*LQdJE2&^6c%BHm&>o$G2Qd-n%J;y2ev&0RB|XykF^YR9*yko0=( zc8b4?v9pNQU(!AI{<4=LYj{tCR_?YxDwdS<`6=Q>8#-k7OEP8-#Ni9{SD4gK!Fi;@N3!ffZbZwo9GS*SRp3)d|Jl#=6m8cT zZI~IdAqCWBesPNnL@{%pb`fS%V*x z<6q_Q{doVch4Xrm`5osb_j#_b_jlGN+|3?}+J3GxTeYI?FOH_#^^4wB6Y>6Ii)4^H zljk%rZU=}B#Ku%0xJPWe3x0p%{0^fhEEcO6P zl!E7cOlttMmiU*QY&RO`V`DC3g$+>qMBj_C?+;#;Jw4B8m&&hg{J$Lgl6i8g_Ak@r zXD!QO&((B)852L%<5Msm?epvuORb~S9m|^7a^hL`zfW=`>k*Tc`X&C|((96r9d1T{ zP>jBxeT$K{I&NkseJ8#&7JgOPVpBmZ?pScGdn?(KLA8oeeiG+v@cTA;%G$#J{0`$= zV@UEn4NK!(WwNh>{0c0}>cfU~o`U0tv(lqFxQLPc zC{wZF6Fqzf^Gl&L!WH#0GxByLje~7t7D~3}$+$V*e6|Ann)CLdG|IEXh4f9`Nitc!q+NG&Pj_~2EgD@w{+94= z%Cg_kwK-tVcWBiPJa9!pud4cm+R?g5`4^7x9a~!7AVgS z^~H7h@yvrWH z^UXHc`2wb##O^!T_$l+$Fq}P2PyHa0_1@Fzd9&{fbs zjn8DJS-@(eS@jg-KpJpHcEwu?f98Byo<%! zXx@sB`-@-`jQTrl7a8+RR=t%p4e_a%S!cSrtu1}F;ZapBi<041`X~3oS2t)s;4 z8DzW*C*Lmch^!56fH{@O(cUM83w-l7{K(bnO5EJVf|d1n3V*xZ=zT<&+h99T%ZAuA z%sErFS_}O%wa*p%Qu^kJdOt0eii&%A-g(C9;Owl2PnGef@!?^ZHsODd8T);{oUHki zuqEF%2jJvRF*kD5z_FRGQ(w~}tGFIuqYGFu7;o0H9A2g7X?cvDfrY!+w!2vK7?z|a z<-hPP#!FgyHBY=r?&V%aIvPqvVAGAKbr7AZvgfJ#&GX(oC2Pvky~Tia5Wmbwy?I{p z!;EOVUd&#F#kcj&x)Bp=>wTl&w~Ux4`R&;@YwvscDNn;x{~ZaFe@S^f494)R z8KT4kJZL{&`2*%X2Ja@Yc#FJQXIGRw%k)zn3$lu^9k2aB^h(`;CH~%NR+~if)esrS zPAzdW*$fK9G}#kIk+wZ)&g56sSZJB!S$Fl8NOBgKi-$%27q)wf@)F=598i^yxI?~$v8Roeun6Z(Be~}@%3@1ajF2ApWKe+#_uckYnfl6Nn&Tq?#;Mt zmK*E0i+=t`vri$sUd(9D2a=2P8BE&-g`yaJjJB_`;E(jrljI5f`9~Hz0g@McH`^$q zF?tgmQdR0_2%Y8%>s-vdN)#E*%Dq@1bEK z8(45TtVcqoqH~v%?sf?Nf&&c;X3u*t@-LC`B6wfNzICB|I%zkGV*j6AFgYAYv2VU} z{-y86xY7i#a%XS@W6sC>qc&V$q1w_S$?EwmeseY?bj>=|!I+Pi4* zy;&(0x}PIw9TrKI;*xk$p@508N%DW}BV{t--fV>4WGx~(BqC-{_ALdm<#sW<4YoFf z^w;7^6Zoah^)kLwmk;DhEV*}<^SWi2b1XTlvv~`c)W@H>>{eWV*`2+HrK-Vs30cND zk`*+!B*c}Nb0QSLKOqE%nsp8G9_L1?EQ zSMl=c`h11IY!S0MKzd`rJX8(hrDknnGgSUINhDpMfLbHn=FT5@{i>DYYfJ%gYhpIyw<$1h#p<}(jJYq|=*+_WEE!>vRVz6!3PbsFwtPn)2l|`)e7Q!; zDu5nz{~Std@Z=O@ccsG|S}Y?`zMXA^{}|^cbNBnu=*(uz>H8DUzg|yu&AF@nwuIjT zJjp%k38a4!8~16~Up$z|68kxR5BAK!*W63pTyX92GUk4$*DJ}shJbALK4fyQtVVkGNT z^1m!wbcfg=vu(bcRl=|L>Dh~&`{O|^R{#f#4!y+E+v)X$nP|BgqqSJNiS562{CB-B zh4XM$>BLiB;u}587)@}ki|fp+nQB*{%Wm?VAcB0&2FV3_I;2x=@Ie;cPK(3gp673+ z*tsM;?)QG6`7OIWwm@Qta1_A zpLfO4`7Qg@@qZPTkEP{2sJ_TM z-#1T=!-7Y}yuSK+lid%*>c7k&Pl%@zc|&%S72!qYNRY}PzZo|bgZA==ijF6%^tbw3 z$WE#D+=`_~!?9z*cZ>coNVUMMRC)tKvq@Hymc6vAPoE)V?1Bx)vGGvM+Q5bzcxLW1 z^%d<>uXq)N_ZQc$GOK01{~S{$yg{pkET39`rI3L2#{^P4#S4lb-< zml?1~cEL*G+8{QGjn49WiL0#hNt67q$Md%AVNLa}%vLuWaX=kcRu8lz z;j<)86^JijdKvArruBZ9za*Yr;pb?wTnD$l+UJ>aOFbr2No{O?LQJ`jbQQ$6I9Of8o^dt7jl(LC zFUDI;<7;5?m{_|Pf)9~rEU!Ngx~I@!A9gokla*R^)aD#|_J>F%d`%v`DVSPc|7CdF zG0vJKe)pjJi|p_R87KOD7-SA)-Qmv7-K+1l8ZSEKUS{e}m!!osKD-Oxi|F%WR=LHv zpZK|gbw2cask6rD@j@D94gAkADOoVj{Er12vB)Vf`VH?+!O9JOE~U}S^y@;RN5rHf z{qH1BY=rCk+P`3|eEU6v&J`hg19Xd+C3?f-E1G5ve5Zog{}8QHUt+J%SBhOP>ZKZ% zPJ+RM81X4f_VdXFF)^s##cYcuEQpt)mibSi7 zkW9zfQ9p(^tRqMEPrQLQFJj6;us8~)hmzr2@unK@8L#)c5?k4>|FTTBs-zTv0M`GC_=7_4a%6Ei@D1*@ts@ry_$B<^O9q*^%NL1cE-ng?dSZ5935QXzsa*Oo{jPy?qn>< zHE;H`T`AfQ7ehCDSCkDl^Qdz%;|Fbj)k}L(WeB`36~k_U$2E?PFlsW}qy~LASQUrr zDdd|&-;P+&N#8$^;XS_j7tN1^-T@ zon=$UGP?ra5hKrm#tb(7mjplKNNUjki`llb&SZeO7uFBUboO`GWmvxT*(aju-Du5 zS%x>BDt_Dr|KWIYD;&QNO;QtMHXhzfyO*K;AcW86Nx`xwmKQg_-|fn*E`*XF<3+xd zdf@qP^ajaONjX=1SugeqJsuDr)lSo_A5L(V{)>@wPoi?_*ET)hQXq{St8#Q zz849y_G~Aac8WXMwZEAReZ<7%GmFew7w$0<)nSF>$aFnce2K?%^f#CM$!<6fLQReL zIW{M&NoRQWGjdkoO~Iq-5Gky`@vy7mI1GYM!u1Ao+FG(Kqg%dViSfmp-%&tqNYy*5zY%6sOCEvYfP z1oqd^CDn@0gXv=|_9HES!G&}2upxP>@{UsYGzr&Uhe0(Mj`H(5ZA)k|+qF${P$ozI zP`;Htl}GaXhCVIscqQ}ME4(1JY-^JKU<}G0@|k9pb9u_n0`BGcZ8eP8;nU07|HS|ZpAES^a6 z?2pafxm4Ut<-%0v`k19wvRi5u&SR@v*=4UY{=k41B3GUp|4PQs@iaAP{(sHVV3@9f zWeZU@`>eB8xCC^wS}^$!hq(^wFFGF$spLWIz-Ev5^c9}cpT)~U{~$=^n*DT^y51-y z_1}jTSJ1RL-|MX9+x+HeQTH2ue58JJpQ}8s=MF+StbTy@rFd*fwtB?a%^+HX9(l%d zJXX%8XJX(8zV#z18v6VfJpW7kuj$1mai@)0YX&)z?W|TRi=X?C7AG-$6@~-pW zg4Qk=jy2Luu_DhOvhKSW=KjGix``@JiQB)6=AUW%9|`hZ`UkjXUr2x4-7S{F8|tcS}pyzoNDvj?pjA5CrUTli0&Ox{Gk zPIQ09=h=_d%Qfmov%tCVAHfQvSts?}*OU1a?Pt?JEB1e7$6Vc5%eGQCKC2yAW zcd$U#fIKc%%rXx@>x?m4WHos?x-Xz{6|!VE(Q)2A0NrP>`e9cH7m@g6Qsz0-C=wK- zUGA`FR(KniX2E5aQBHt&o<60%+#}9z3$@82+jdsH-~U6&mz6-tZl5d^WsUhCPF04= z4Dqi$tG-C;w|utS2se_jKR-|YzsvRij+k(Wd3Caw(_fog@bi4Q{ljkt;KW47yU_nC z47=`ev$=ZctL-%S-$kmsMT6A5*-Vosy;|i+ahU&Sv}7ayP0u^Y zy~~Jge8+Ezw^@zyuFpRwL3Y;NuivcCztkub`SMA|JqCLDzFGti2C~*9)=k~&@66HH zvUi@*WS>}am9-}CO%Q$^kAK%@l76ouM|o`CiNPQ8l!LV!ZNx2Aom_5bU`}a1*c-#kkf5H?erMlb#q$-;Je4*2(l*~Qk|TLN zKA$SK-N_2sMRg@P8u=udBU`d`6XW(0Z#vU7PjD-0oBKnX%zvrU+fUD}*!)14rxM4# zFj*>Qyeuld@3*s8XYh)jjXhIe!{FRW#A=0YrO0+VUmD3ne#72WUA{n+NH(&s^m2W{ z^~8Oy9bSa>I{Mv##SJmIEiDFmcMQuEHR8EOPW`y#GC#(Mv(2fgk=)n}F^`R35DjCA zpLlF5n7xE;PdoZ6FF2hCErx0KP0i(BCm6T9xp6qIeS}vfNp&**EY@#FvYx=Y*_Tz1 zysz-m|B+*k*YB~%AnY3`Vq|UWHqv*6@zHetLBDO`b`ZTfLU=RQe91bg?EVkSbY_P# zIFYR8Q(5j_Qnx0<3_kd*J}==f!=Zf=X@{`#A}xpTrHMT2g94k4hTKX$X0LuKUiHV; z2t zwm!`_*3tJ3z317)Ur;>$wjlW&N8mT1E!I@9d<_8SUD%N#kz-A20p5do4<3U$28=ZNr z=r@4HKIMrw;OkZxRT7i3OQSD;9&Jv!$C;Z8V$$VWoa$XEXU5BWo2`C!ZG1V4pJiUS z1iMzyYy;+$*PF`nSN$Op#hju-B9dD++ zfi$U_c^LWXz<3vSJ&K{_aDM`u4aWZsUL6nRtlZ6WuvV@wO6t8h8Ipfzrr)f^xd5`) z>Ul|lCyeK#c?$FzhL6J9+zC36?@Tk|Xd~7W*E)$>*^B!f4yR7;QdrJoo9r#$K#o8VMBEoKn-HFe? zut`N8R?cXdjZ=|)E$rqxHM2{DpxzeaLja?WP9ch?vv#(;`CuXwl@Xj5f>E7 zC*sMs~-WR+}OlU4Md3vV&8c_orj?vNb~`$_QQ!^>AzX*7=$tF9ZgP!`Luk7 zPfz9nbxFL%ySn@}-qV^#rndMRf7@c|9po!RyAocdLP>JtXARl$v}nYd*&p?)vuk*r zRs6TJd_W8K4i>J~_6pJB2MWfgf9abyDgzIWao$r&s#n?6%mdnOdhlOR>bOR&)huO`tpYYG-Zt)%hC>f<}t2w_<{xK`D7 zzClj#_fF%!htsp@l3j+WLfMtHwb(3m#*c?^D}N90GoJhE>9YzBnIbBb`J12Yb-xnFPdZz~;_}W##AAD~!w04*Q zQd8s*(SJF7){?wDU%MTv@4>dK$ab2)E!Znh46^tCGrE0GiaT++H95-apG3)Nw)-q2@jSg|8smW5d=@}wf!je6Zd*W?7d z2Bx`#^aMXEUvR%MyJC`$VGp0G$J#CMcp_Y<8)+)+`Y@QoJR zAlFy#uVd)zP)|Ow<~|w3_a4FKYmD+R@0e-qZu+>E?AgyTfehWTY8buh6foi-S0z95 zhpAdk;9D2-n18fbR=|#hWGxJrEv{Zh<7U?4XNF&Gq*RG2PP$&KH6CsY{mtrzQ~63^ zp5Bp^Wmt2P{yVz9OQzw}8-0`QvR7#sF7MG(GJ{ltYgW(gB5iW+-{Yd{i`CNS?-i7Id$yyR) zx9BrF=@-#Oe$A7!S|U}g+F<6}*wEgQTb)-~j9u#Q9BAAoO0+c- z_Ga%#^qU$azw4tN-S4GUV?B+>l?m**nGOHM)8VxI(fj#u9_;5U*#A_})4SsB9Wc$) zs$^V$1Bz8(`I`~yvC#x^f03wurS{1ell@e!VV+tGPvP)j-n^sWn^IOqUxn$bp_cE$ zW7zXY*tKxRPWpbT=Uf@)n(QQgKFW-rtSl|DI_v7Qc4QLy?iO3}^skATVl!66i&L|y zuleH(9-NxX2lDAZVfhjE|Hl$5%mcO9@B`u`{2f85@t2@*`iR^MP|QCH}JupBR)qg{jAoU40ASKLn3=MEQshMpG3D1Jva=v;J?j+mQtNgosfj>2Z`VsI< zR?{)YZ%MlA_*AmL&86x0&cB^Lsd+eGR`&Hb^9<(gqZ!RrO|8N=Fj z_5F#FXX8#*upC3DXIXd#UrFxD7UenSVaERot6G@LQWGrSi9hyt0u3)LhqGYVckYo4(&s|`)Yr>IbMlwox5LZipnTHNVtnjwy2R_c&@+2RX2X0h z`DSWS5l5zo5PMlF&m11&wcS|ydJ?`S@}36mrp`K3EUHxCS6_PdCxrIHkc;V4lm@9f zojrO-&~qAY3}mgoea6zBb&Q-Q}8~|k}Hz`AKFfb$1&n#e=&PM zoSAB_Po>^Zwac@#gUPiE>yzd79dl=@LFYSDcJZY)!EjP%x94fb9t4eFNKqf##^J>M zMtY5Acd~62mU|&Bp=dAM(qWi+zl(kpU?C8 zXz}Jjqcr66Dh$A;as4`BU$2M7U@u282$$W98=#f3c z=R$Q2FR!Y<Qkf#bCx{@yEV%jp;UuOKp z82B&kH^U*%4_f%?OOJ7w_&9#m7n5>@_p7mPFn`Q*G_{JG@UW}c_I&5f6r-CtGbfFBmS*LpXQZn>j>622vNE!Nvj;^3WFa~P)1E|{?@JExbK;RGZ0 zfcttQ+^+Bbt_Jc{Yl(>c0Bx=p%{$WhBFGHT@(c4!39OvT0w<8d0^54G7b4qW@PY_;EHuYxGacUfURMdj4lrs5D5PHd`EY5^0*{OR z?};eGG5;ab^%RG)uCxSvHi$TT;WiMahvGwL*bmX?PcTbW;3lLW1+^yFJ%$zs;@+dQ zE5`1RkYt1&vfHx}|9FVD`OccW&S%5ucIPgn|224fH4Rc1I;##!vFJ#4{}IOrkvOYM za<65l`MJ7rFQ)Ub0-0{&XV>8M6l0x1roOE69yCwGrCB8YgWa;$;2PX0jm6mwxfeRC zppeyaXTvquj(g2Fuah_)eU7Npmjom5F1xIT!v9B-4uWzE_DS~2H)%56-{c0YE~Y#q z0-TBqhZ?`ASLcy+42u<|Ra>kmp-nQkHiGVHQ2&b8rRqgvHc3vVdNe%1XQ#2rANW^6 zuc<|U9PV}@(>< zc1(8tGvM?HiMB&HQT8!?OlAESS?5YPv}Vn&T82Gq^`37Pxl&8+wO(+0jE)!ct2%I~ zr|lM6B$wF>qIo5foQ+W}={eicJdJJ-i)7QSEVjOZXAfijVP=`1*r_PAGN*ozMF;bt z`|vo~YnBQbI|yXbK+4;@0Dn@Kd!*?S=Sh*`A=DW4?ChsIgp z^Ixs8?&!L>2#d_k(h#vUU+UdtL)eUdfsZJbwvEV)Zu52BaCVmHoAFnTJD zeZ|K8@F;nKdK;-03#Z~|@<8^%f&2O6T)ufaZ;M_hkgBove-^}#mBwq1snfOn$jG^u zSVT;@&wTMb49f8S_+cFqj?hZphCvxWH6 z+S!9)vD4po982cg%>^7i!JP6XeGi1)W32kTbN*-STD&hg*OnPEwf63y@6YU44KC}+ z(1zEIHAeI=0jcj{d7U`Y5?cEkr7oXHy|>lIFYD9PQLTpSV~lhGE+mU$vf-}NbDlA6 z$H$HQrzD;0vhGJX{f_p@7I+0aX6IRPsAk9S10=qiENgJJK>=TX6Gy8-aR#}PE4(FJ z?&p(c^iEFB{(iGZ=X(|^3gLlTAIqXgvp{x&z9rUwBaS9RPo8d!^+~D>-YJe{=Wzw=Hpx0M%vsaKfXU9Pt*6$w@D?sVjAajs zfXnnS6BoY1hI8=0A*9~(E>&wUbG!%JmlC(nH(qsDSl8mpi^jTC4;@8})V!rroF8=hl-d2hvmqOtW zu_C!_zbA1o@!}wD59Z~!i?H)aFkU1$n$2^qknf9!=<5uapG=Dhsx-|KjnEd6WodoVVfNaw;B_cp7|pm|mr7AM=`THnS#SMs&gm74^uKkz(rbaI6! zsw{@w(dLD1`Wz42ZO}YG&q4Dv*iAD2cu}x1jsG=97gqkk4Dhb&)(?%7E9{@NnTttT zcQy_0cd+fl_i+mZLUx{V!@rq;&E6Nht-+3ym z|KxE8u*Ub0n#U*ZfWo=1l9N$2HCmrwqvSAL&s%4Bb*=4Q+Agn2k1+pR!34b zWA#pAT53mjCdD%R{@eLih~=L+`m$brG%q&P`?E&61{%+Z21DqUOu6}flYMsovd0K* z4`H7(MVGd$mzpyd(c^9X=ehAf9#M%-hp^S%c+nrXE~42MtjbfbWE1M9zhto=$~)H4 zp%P|}z`m?UJAwU@iLwO-4A$Eaew=y+Cy6u%(PeN5jCfiCf-E1-5SjQ@eO+z4COr&@S=i88Co#=Q3J516( z&$G7h#S>V$A8h9HihVfHi#Eg9CM#02!{bS@xs{O$W7B?Ee4pqy3FBKs`FtMI8!x7_ z&y76yaOXBR_TO;o4xJV(GT9ux2Japrak5SCfXRcT-QZpJAl*XRr%2hNVBWn~EbEFP z>ztWyId9`p?&VxS;-|FwL0@M$w-TM&(BVz?e1z>&VQ8yaWe<5*iV`bvxUi8b!}K6> zzQk@XYnAJuv-rVf`dlXR%)^iO#Nc{fpJ@iVLd)bG>!#;C?>a%>D+_$L8k;`m{5|k* z51V9`+eo4Ym~;jX9O3*y^uG_z3+bMkQbh}{d6E-$CI6V}?9?e)$2PlRwhzvo#g!Xa z?F=){LULx+U?ca`R?uS*gsw8*eha~@o=r`s12FX*qus!(4ujvh1y_bu3wYMqmFdHf zxR;l_<=lrLJA~Jy&RBb6oG5&SI^(P`wp1zJt;$`a6m~7wGlMf^Q0Wepna_ zFX0K?PqZ`mN3r z$Fpy&vKM2ji#H2MG?|=-Lbix_a*pet*GY9huPFxk4I;rv{63cssh0UCi_IqCw*?IP zUW_tPT9h*~qZI#*KKFmAE=i7WXgWmfvwLg1ZuH{&-%Q>2- zMWys{V?q2&W|-t2Xib(?j=k-itSGu1lKHNcHM4iK$&(~2&5FhO=sxnyz@XIU>Pe$x z#Qx!8N*TJ(BgshTB%AwC%&o%awe_AFoTI1e0Q_~Snq zx?N;~bsLcc)|0i5NJBx4h}IWFks0v*4eV`S~XOfJnRnPu^m!3o)}B zR&@{)?qT=SSRff)KZiymI1V>=PsH0t3ZiQ(5oarVy-A*tdjC+AU4#YQSt$E0kA_ew zO#g!%sciMS-d=+9bNn&+MMgt(20Ti@f0rx7&Ag?i$iGz-y+e#lb*BTwt>ip-nB6X? z%UISplJrlIW~*p3khED1d4r=BUB_hI*BTb+3d2s~b8ULQjdOkUnW{;tWzrX#7yEk& z>83-WB#X3z_i}Rof0ddmAhFDtW6c#^pfFIh8cEwPM~3=NDk(8KI_BYqkQ%>Zp_D^WLIgz?#U%{ zJD#rM9eGARir*Z|Cs!EZOS0_7r#!DswzfjXEk)~b{;q>}SNNU5%F}3BLxlc;Cb#kS zVRSi*)i1`)3dWjE`!o1n))41g#Y6nJIp%bPM@ioDCSK-SclIQIMce)?a1VJ>kLy}k zZsRG*Ut3qy%>L`Sq(Cl zi5|wg&163Zx~U_Vdk#GuxtfK`;mM(xvlD+l#i9Ymnuc+|nPFZNua9K0@tAuKW@JVF zt9)=2?Y@M5c2SJS>~r;%y*+oEbvKFKZ;}hQeFv91s>Pd&+*eN-29uq+l zm$NrMHL!9=D793-<^gl`*-T9Nla#4-kPOcMI$wcFwhf^sA)mD=G{wxNBHc+cMhi(W;>le}V8JxH*r0$rq9xWH)%1 zoz2+~abf{SPR7~OS>R`5-b%7A1@r87?7UZ`{flL9b}X}KPnKSZe_>ndQDqnXm!!`s z)B7+cYkFQ{?@QP{tFBIgaSZ@+L7MZPwk^4nb&EzSmWwyVcEu_7SR6mN7VfnwX+{m)2 zG(H4gx!ac~=BdegFK(rlYh7Ns0zbZke)1aLjhU$k_bOeovUjy!vL?O^Nq+EuFT3|+ z$Lx!_i8L?sk+WGQ_t2_~1o@_zteRQ#R+>D=it2}mu$gJr;ZG-AYRz-&8Mh*hhST9x z=OkBIu3@`C@)qda>hFn;-N_mkV8w$X*7rDbE%`3tiO-23sfs*H@9$!3Y7~VvT}ZRo zNXZ+XwKkW*FRNs3f#cy`xEbr%%^CVfwU)d^8)+(7qXzTDh_) zLGz<=^U#7wau|*;p;LRB<=N~0>|RBWLom29yq-4Ri{|nFAiBS3F;KMoiFS$n&%%z25%wbNqnmZ#>IX^eEPh;_PK`1PLOVVBll$9piwd% z=Be)z2J9TTJD@S6Df|y_grOXwdH6!CSTogJb8Z- ze$Td9=W&sd=jr!)ZL|J*qGP!ZIRv{OF!I;h9PQk`I98Q4>J<3J!`QHpO|I7BAb5Vl zcCYfn#~|9sIqgWdosYkR5y@bbOj6m^o(h3kNw`(SdjvM?*(2Y^PS8HPsmu9Eo{Lm+ zJHY4D*row%T*mKj6OB%U^AG9=tnC zs}A^97^<&m@fy53JJy-<-Zx{*aH(K5{+w zEdKWp#(v~Va+Pt*;QLkjs>8N7!1G{zB~M~yBVUUTkNbTH?|Pd*hthK_&)nsV=8op7 z_cSc|!)M)DFts@E<5%|<_*7Q#{6v~tUA>%4zW3Rp9=5*=%W5!44z+%COWw^R%nNz8 zlaurl%@6(-YFkbodr#-D$pA!*1E1wp6Pt;nCU|*$ushr;RbICI9tv zkh>BuuY%h3=G0Sp@+N+GBzbt@)TdWE@G9>Dj0gHLgi zF2%T0SmIa`m1fl^U~sorhhfJ5*W$Q}bjKNCGA>oa%;Kzd3yasn_}iR+xfWUH&=|iD zB4c6EENsd;z|B5y0GHjYpEa@Vkm1Q zM`rfg6w+plnfqh&-(kkNfp6sga_XDTrulN1_t1YwwtipqT+NF=V4V(Zy_q%_V0rep z{fc>K`!vs-w|QONZx<3S#ia9a^$-Xx!iz$1&i8=zMjRl*OvH$TM6t`EP@Lt?4Dy8NOFPR zvJ(3)@2ZMz?~v#>yvf@4$|BeMeEE3tJ_&Nk$}B6CHk z#BRB!sqgg$^INi_ufdM2QO^Cd*?882{Aasn8Er1Rm)@hWGAlb@XUC?{>0q?&*z=fH zsg8RxSxb=r53zR;-${L!H*x7TV`bOt4&$%zdVhX>qey!yKHsbD3&y*bL{*@0Fv)M@ z!7s97s+#>TV)_m2K2yTK~|2V>l9 z+O=bo?69cEI{!z~oq+3DeQf}z@DC}ZNisx~p;D5Rq#{KnLn%>0QXy$Vq$EX?s8li( z4MdS7Q7J@&N}7?9A)!HKc74D5e3$DS?|Gg*taYz@t-asp*?a9%Mc4Zv@v)e?T!hTY z4}b8q?)Z8MEA@BxHyk+_=MN!GHJr$E+JE?Fcf8Eg#_8I+(AA1iU5kecMUiV^bpX#h zU*vy~{*6dm5=Os^rU$b8bbVeW23$z5<-D>M^h+86`}3Y;4}6ygC!=aHy4{2)i$sa6 zWjngS62n-tC{CRZ_w2C$3IB6`VGZ>z#?uyR55V@XNZ3lexXd^)9Y_DwM%ErzQT7Pv z&gGN4`SUtaCs`#&(QmuE-9(ckF+J~<`uP11Mju16uSxkj-#N5k2KhI(P4-t!UUL;x zlQS#(242!{I}BWp_YL&amaQ&=Nl$I&6ql1>@`m5%@Y2khGRqtS>yOlY5GHT4_w%r; z1f$IPfeDx5D>29+}bjO#a$XFTcY%JM|6`HN&V|=-r<-_Q{_ynSM`^>uR>S-B`7|V61r^5*yXe94+62+vC9F znD7pM{L5~&;c&Wf;6U2V#^TBFYe=HZzgA&Je|DS6CU599r?Fp4(`4V6rbf=c{DB>& ziVa0rI(bIFpvM?x^X#LQ`P#kO3CrhUSiYfst*<>~`2q$%DDk~^#zJlcug&Ql6`;3~ zW!kg))hxVPbV@GP%)$3Q!K zOrF-}^FHl!Ehl9y6IB}FbiR$}%$ly^LLt5N)7wkzoKvZ0=q=}IZKq#O5nakhr{n*` zg4q2nwuMuh$a#(^k<(G@Y2i)sOvi)Wv~KE7vf$6?;B$6Ik5Ow zjQK}jOa0DTsO_vU2TreQaieRs*y;*%mkZhG3mPrtuQ`3=ViHt>z)$2aN5+-B={P-a zfya7Yl~cjCY2_v{qpdry^0-#maJ0WqWbM{Q=`eec_W!~Ck(iZCTz~SJhoHR)pN=F; z*1E3J?g)~e%Z_*Hy)B!3iMaz=y$ajRbUk~2^8WZ}y=NxS92R|8B)P?=knmHZ>7`ol zLXJH9PA2m&$@P@TKTF>e=y-?O)HrecTD=WXvnaW8_SpjH3?pYxlIJb{$$oZ|vyVCh zNRV7v2WaO~61*X@jeuMuHO^q^Mr^Uh)lV>?j$T$`-{DY89_%}LVdh9r`TJ9{CBOgq z+IkE-vrcdnPSn!dy&_2mTK_|;#v))THlIwdQ=oc_xcL;c#u*{|lD#QA|IFIeu_$A4 z7x8)*ywIY^{JRndvBF$Y_z9eS zhc#M2{84f94L*?PD|fML_7CJ_r{&rmrNx^3ejR&!OUl+_-LtSfMX$-2xCOtigxlem zKb@tL&*4|rn2*5+n6KodtBtT&r}lKMeZnHGpmzYaZ-B(xV#@I~A^U%RL2a}53^ zL+elK{i40(vkA|N(?0v$NBQ>+mR(8u;;^44nl;4ig?ykp8Ez-jiG1QoKY2P*o7EqL z;bkKJ8q8abFO~g0i`R}<_F}SSKiYd*%5%BF5NS)Zd^4Jb`)gd!TEOG|`xcjL_&LMh z)z~(f(9SU?KBe!k#N&Q?|C~mxL-t- zSMdCKeYb(zGVQd%gQG;KT5!J4=hLAw5d*V=_)78v#t}aUDEVy@R*$QKZk)i?( z_ZdZ#+qetF`jB{;QrAH-=RcI8+Zvh-6^$0+!id=sTg;dKe4!X<2%{RhwLDftlRnD35L_c47Z+v20xxI!$-o3kza z`!$^S25z<3t0yaM5gRX4`zLHj=85Ye@Cyt4j?WVcX7KC8qC(hQ3&yXgdx4&_M=#m) zp63AN@Bo#^`?@d87=ET?p%?oBFvA0Zu0O{5iS0N zcOAWaZN~Am-^qTM9hL+2F@atWi>Jrx@oz09uVER?t)ZXf_3ebMOR+Lp93O_#on#xs z3-U(vIt&|%SIG)f0~>m>Z+}h=_&H9#*Ux#^SoY*;>AK7ECRjc%ly4ygzS!K7vOzMGUhq` z`7Dua5>N80$6fg!iIXF0oW66KR6mG*#=etCHAsCx58*joPD( zWdqD|_Q2p?EqCJyFTnT;ea>a+7x8TzUOaAwHy2jPF?l_yR`AIm`S&Z3tSC+#53A{H zn{{r#Df5GtZ!6Gor#7CXVM&PX$F4cSGi&OrXzfAh?hw6m8p%YqD2WxLN&PuohG9Um zSmwLhF-Fwm_4pzWc-c6;l3r)9QP#KZ6$9pC(cw@@)|p|jXpObYT)Pufwm|#=nk6^E zE)wV5-Pd7JUp!8xmQvdLQJMb6hRVjSJgLe1v*XE|)7Nv#$f2;gMXjtU&dS><+DTrd zWASg1mIvY6HhrDOud))U1pgnQ*3)cuCCv(B|F;k+fq8vhTTiRJalBQ%tR>DV6Nv(O z2XrkAuNQfGW88Hx*o_~D(Q<|8lx$mhX3|irIbY#5cVEZNq2>mEYpX0gP-S>Ee!K7p^vU;_no<7vh4jz*?xNXS&v(fP&KZiko zDb_rXJ;|h%9qM&SJj1o(X6##VF>4dE%c3=Z{f$p&b~eCRmXr6&@T_`dS%J4XtF8u_ zw~3Bl(xU>)mC~BwU^bKLFFx2m!|iDFz&_M2eDRX zy!pngus2Th#FINP;y#E?$GrbP_4*g%PG(Z8b0g{*l~UWFEeMf1DxaGg5E^)d=Nhmdru`1Fn1 zduY}PCq5SE=dkIG&`tEnsj?>;V~V=cfhQacn|?}v&-$&5sa4c{7Ef~;#E1Bl-1Tc{ zwU3Ow_|L7F{eyBx;@x$)HiM@%#NwW=@2B3)qSM8EDl0AiHlO)T=>yF%?lGHrm()4) z;b8io&whKAA1h`jJ4>EI{ECg|;o)m6H^J}9`pA2YH*7X^})aDx7FhI3U?7304-59ST+EZ53D5)8xAO?Y()UKS%+ zazXZn`3WLY`Th9jbXDd;M-cP`&Iu3U_-v+U#v`4!R0i@S?X-%H(m8T+xT~n zk!>;Cp1`}G7emUhV|JUJC)y^5R%y&>f~8r5m|fZf={T0WuaG6@0A+U4mE8a8u|MRV zDPY9|+PRA@58yF*5_Lb!x{`k-D;>v3Rma=ghM=MTSvOy9e)TYGoLkU1+XztJ=x_bR=e%_V0B(yqSb~*Sd)Z zT@T;s1@V0?S=vE*D-`mrc`zKO!K#w-HAMQnd+#P9J*&k|xIRR^Sz5kFWE+lo^C9vD ze>_q<>q*j{oXz0>Enhj8)U$Z%$@o7U54Nz}-+spGZ3(=~vC7vzpN?f4ux_v`$rbzx zdwhdm$r?G62acxq{d%bgtLdcpPQSHDmvf*-!TVIbyXY4zHoMrT%Y+1u#mM6l0Kxn)O^MZN@ zlXEUjdqLnu|8fpW57B%V%(L_VAAk20S2EkVnlvwH<6GP;rH7VKS#CUj20L?V<_-9g z=cq5JpFO~LYx7B{oruj>v+xqS=6m`7j3Tc=zX93qg!%v6{XsiT)w$gWSH`%UeH*XR zq&UrLiqz-Owrj!2cA@w?i!{kUu$shAYBA$SGCTjmBa$=nARh67@%uMyZEcp;UJUC= z^CEaNo6LR0mCN`*P0@ZA%k+Tp<#?1+;PVD1a^D80m+6|lgL#7YF{#GTvYoP*;KY!Yd~Tf1{mK*x?~a=X~OdEOH^7CyF_9lpUgtey$|z z=PYq4Sqhem{Ow7by`W=gbt50^EW)%Btv=HK`E)L;M$S`d%}P&@@MkF0h1qV*NT%o) zwXsLpl6X@N7Mpn6PVEmuRZqmK=Tl*5W@qyT+}O@0Wkj{?!g!`s*qMcD`3oHnD!tR%~xju&aGgLm9RYdbc)gNb2F5Gj6pvu{Uj}aSNA(y z?MbqAu*wNB)yY4LcP-WWWm-rUrbd27k)Wn%{+9Af#n8i*s-#X%W!x_E^un@yCwW+J zGt`|X4wY3W`$E_8kcU~W6?xxNbBn9Zw0)lPm9_AIo-^{qr#^-13fN|ab5>-&qxUJw z?GlsE!rnb_&2yIdY}HzgCgR9LI5F4EH|LF>f_rDF_l?@gPrev#d6Si=VLAEoUzWNI z-*+hYwEmL)KP%LV(WSIDXY;mk`1uPQa`yHoeCI^b@Kb;P&0~|7VgZ{y%l9`x?jNPD zW#KnO(Q~wtQ=^CQpfB`YPe1L&zVF2OKUn=ol9tfV1KNF+4;^DP&Z+5#WBvd&D)?N+ zIK7n*CGXD`e$bB>e2xhfl}{dmS-9~9dyK})&qT)(+N!Iy=GgkPvaMOCJc&v`G;fBw zKG#)gD^NDn+;jio(8_U`kxpJ>L-!c|#!Jb)p zS4$sVl}vnQ7cJ>e##jJ&}$?lYE>6)h<4d|Z}sT` z5#N$C@@?bHA-pZKk!J8OMZ< zwzI?%r8em=D;jUp$`Nea39CDj_d+b_#6B(kA0BB8L~=ShZTG)szkSCcu`H=;~-nKVAirrRLGjr zQ z;eE0w@C{jR)lNyQ?HRlb#tF@iw zKG#DNI%NdfqoTyoX8Ep*Mq+3m{!iynP-f$7!RjtCxw9SJE)6 zTo1tSF8F*hHlGH=`{?r{X-~kuJ{UDn%)gAxP2e$DPxsF(3>qwTSO8#Mt*{${wEHuQ}a}C)?^5OgFR^Qn2AsKqJW5$jR__rPh zTC4Gbk`G{EAyP~>`x{Q8|Njo~HEb4(>U;Fx$$0hwZBECZLrK|L+i%k%PZP6K>3EjC zm0god*3$Me_hYSE`m5zm^3T77JIURZb1R05-cOn?0r-(`)F{DI`3*Zyvi9Vm092spR)FP zk!#7J`aWLYDYpE|!=qj(?8j?wzE}MHspz6o{VH9?gg1+ z=(bm#s@T#|$vg$>P4CLE{7~sv>3O-@gGJ5VxIC7J9jeR*F|)InQG?8#MW6SKE<^NF zmCt?3lCQvcJ9a$|*)=TsGTe4)<504_j^RC(Oa8aZSt#E!kHMC~yzWT|u7TF~qQOWw zZlmXA%53CU6-(%*Pc#?}*D35= z#I+sl)(<{|MW>tnb*_0svO|q#jpSfRL_e182C03icyk|n4aBvZNSQNjce2{vUf12K(}Pm#@gCbfbkgm-^tc(;Pn-GlFK#U20CxY0cFBX4 zdGuWJCOddJ?92Z9N?Lk~Hpzs2lbSh^wKiE_7e)St?76VdGtpD<{{rZS}$=B6J#AsvW z$&-pE`n&{>wzJ+RS{f>jcZCmYn$ z!qX7jheNmXg5-YukBoUL-h<8aH0%xc%lrFFEzTB+s$<8SY*z*kZdLLR`V@oiOf&DI z^vYhLde9gR=eOwaJ1r0K|9|Xyn^N7#*<8%XeBn&2IGo0_px6?+Ghn^~Q(so%57+Z; zZ=t9>3|hVPG6sj{^Tp&sI|UxqT>q9VIrZUimaeUjH_1>`+d0SkYS;fF=Sclz_v$J5 zaUSiH({LC*{0zBwwUyKJ^5*p|b!OtsOe~&hK6o!bxtE2q6QVC$F45XnTpdoQM{sz8 z+SPpTdC1k`TAa*If8gCy823pv-J#uF!T7jN3!H=P_X>mUk5K zveTw2)}QXq^P=VFupLZ>Ranx;od=bzMY4x^$zPb4J$zePX_@|#ap77K_;`QEra!}J z|AKEmnSYin_-0-iUPW>A1K$3N$grQW-uqWG9S6nE;F4;l#A)dC?QU`sMW$E)+;8qgd z$nMRJ87pa$l};DX`UhD2qy6(-@52s%&^g(ZUlxDPAlGIwI%DoImQRM8|vZM4c9@U!vQ3@5Z9Wr#w32(h&%&$ z|1vQnZ)vhx{9#;q0;leT?h2*q0)n@Wqoy3c>%WN~ISE`6Vtrt_eWS>zKa+)awpX};D-H%_ejL~E<{`MY?$n8qVuGyrZ7Lo}zH zd?JQ6Q=1*1q;&VO7vrmjT0gB^ER$E-n+1|-&f17(1 zAd}Nyukh)5?W{Kc&w1FD)jS{L8tCsR^5&U!_TXhr$;(h*1=*S;YakAG5LH^xtP(`d z)Mf`QO;DqoUiNAEXgq1p8ae%;2kp<%LNf3s<62IDDknOHIYYfbPr{f23%UrL4Pepv51C6}HI-PZE(DN@W`dLeli!M)VV}=oM zJ|8?Bf^X=fHO;PLp@a4EG0x>}M>3qPz{OjY{Q@#Mq3u6yWXDL>-rcL!Ugk_o{PiHo zE3tAD*X!tclHZB%d9S-f1i2DJ2kNJe602D3C-`J-_(-hoj=P7Ey)D*WCn_c5)i{wW zS^rx@rX6WsVxyeew2d~SNzsTb!!aN%`T|mS;mE;aOm$cLiZ_>tSwE8dS~~5+@{5fD zIX(DDw%W`ylYghU)|>P8bG6cfJ$sXJA(=X{Wj$=GXBeD{ML)V zy+}O~yNj^SF|_+LFtm?{7lZ)YQ@_Z@E ze?#}2PPGi%`r`dNPB0ZPo&M0qvcA!K=)dr#}VYXRLvdGNk)w1-)M}< z+2J}B-+GBdSy%EmBwogrhk4jye7l66C$iK?emY01gV?B_7XE^BvLKG-b*CuvG8?qS z_5I=VpXi%hg;`^nncHDv*krBu(qGQfYeviVut-kLC&a3pSCSQNIoW3{TMX4hHy)F7 zEvt)BH<0QydL`f2fwY^Z;zPJjkk0zi1MSv zsj~`3xU<w+%Fmw6bH6RqFkwR!&B7tgb*`B2{f|0gs5D`Fg9FrFl68D6ET{5p?pR)Sjs+A{M_jqin z#|E_^o+sO7$W@KT^I%cP|2f-s3SMsKU*F={U3$&xhr%LT1^1sfKGh?6au}6{_5*m) zfz`&4x3RhxL*Om(^hs zqFClCdgSbx`usYpWbf8ydz#nOur9uzlPDH72GdnozrOYJ_}sK*3Z)C5vZ+xgeY>J-K9gD^U4Kr_osKDiZS$XsN$9+P+HG2U0KAPQvnX;$2Q zPoJzmZLi0>jO&wGxE_1t+v)fCl3n)G#G;(q@T7jbk^UV&m3dch9{Mv(9yFpRcjZf@ zAItL|)x$oxCjy3pyPmm5j<6no@3#31*R@g~`Ik73((eDWc7|C-F5vFJNj zl1qLO$)0n61eA_;Z72`94l{FxT5Z_Y7Tw5Vc0j*3~U?wO~!<-W+a=$l&z3>j@PYF_7%E5uAdvV zJkY)5H_V=}o7gU=(M&SOn}`u}^fi_)cd*J}WAi};vFHO4^do(}q|_kXdqw$Q`NB5+ zMPOI0_C~MW0-fEwL{-OnTwU&5*5zWqGev zP3=l7bpiQ4^s}2S_lNZ(qyMH3Zaz{{ zjhS#v?zW+%o(AcU#l~xtD2gPj2N>Fx$l{!Sn{q$f=vj zL_Zia|K&&1;c}+-vY!1iHadd@-@8-VNH$e#T_G~noZ}1er?*IP5{xc)?HS13%JD^Z3$;S{J?_!{Sr3 zlZA9mu8ty*$@imt@7b!Qq3ZlmVBc|Um35})W5iurtWNjNBIutiI}e6SaD1OOR%)p; zZf&7$2Y&FUdDLboY*Av8&zrQkN5nZu={%*%vyYMVo+n-n=Mf!gF#y6>v2#tHRbQOl zD%NLRbK>utxNs2Ea&Aj={Z29uZS8t5I_3LgMLI0!U72@P72WbZH&G`Mwi@rv$%AFZ zz%}kqf^u?f=-cHB`Isi+|zW3||gmgM~aTxek(t<^|g4ZN{VI&OD$v$ve>K19<2C z-!G6Uq5q;7aklu-kL^d}WljiulBUUB(!U3wZ{AMddeD@tP8kP zOO@I5F`vTuWUe2goxFGb4!@7#b)$LW<@lKy;4C(Mg}>!|tjx3W%(kfBGtZchCE3@W z-N#3gVm|!yq<;#2bQS?Rvqdvr`6!=xn*PVqDBtT}Fy`f5U7jD6)Ap;P!;fS=ku{HD zxh|}j46RjJpd_y=s^(s8CL7ZCqDNEOtfkKnc(;&TvsrDVNV-OQjS8O2Y!E>wD0iWr z7OQhM23Dij@ub_Q?d%wvNB2B&_*cw2f&G%{Dc>KeYx^(J;Tks1*|D>sREG_|HrC`U zx_pnkRGBJRmy9~!8F43*?SJ?&(C6f|cwMXi82M_l^Xck`nR_6fTuYM*;_@X*WTkRe zZ&zU3M=@zXjQ<6D$3gdG{baA#cKmCv-J7we5sq|+MKQC93+a%zuX!>)mId>jqzR3x zu~0G-m&L?i#rq@hE$>Il;z;I~SF-1$uKfX>nto=GFDLS>z^CK&R2lciV$v%jeLpcZ z&l#KO{X5>gMSN~6uD!-q<=Nw0ns#I3wwU!l2sI>4cZlVT)2i6>6pZh~#pU|w#=6lw zXOUf|+*Po=qabcA!Hy%eF&WCrxe22OZlcu>lSCeNE&2k!YGOc}K+`Ng49gCcJV)H6%^Tr%jDIKltB^=`Aa6ZY1pH6wON=!KiigRh+Yx7yGh>E+lPTa0 z=;o}&cUitDrhUwJk{xCw83(%hi=Nl2d%YgInWZi&nBAQv_Fj!?d8U4%p7&r)4J{-+)VPV9^eS-(cuYOh}%f zyVW|9|INnDb~y4akB-R@d#gqXO@_*hTvtS-nm?4HVJPs4mtt!B?NaeW8A<|(D0BvM#LNd92K)S50&iV77LM3|- zs?*^B7VPNLXtjFLAtOy+938?}?iXqLy7B}LY{T9kT~DUy|8PFp(0|s}k@{*(ku z_zFah!o|DUXP&XQf&RDZ=UCTI(0_K-e6P)^@Vp+g$B6^~(X%@oz988eJ#VM+gFN~% zwGJzY`Wa)3h`;02&o}Ix4fT{h8;DLNefrnkPV^{?ciW(yxl!IxeMq9i*rSzLcAEIS zlZCT$F6SU$rgj4!J`K**Fm1RVd+Q_Tk}p1u*rp;4#z5v%di(F-0tf}C|Q zmTmiqw3V=@G#!tCLQbj6%DnSfqOa?J7)x$oqpTLosgTR`Q-kF{VBe$kSJU5l>+?Hq zXI$F|zhiNBg1fCrdW~7jW)Y?xeO^^^JyzbKUe@pS<0&~$cf8o}ASQlWz~DI+Dvq2lbpMl@gFwd#1*_TlqSN9rSi}T)V z;joEB7qGxCTraP$#rXEDpY49X2e*HXu2}nV9lPUcrHk*Yt; zj}RM5L17*lUx!jXy*$EJrA5`_)z41jW9d8t8qcuY1PDyUtpj;-)+m>RR^w>d$shkmzIouO-C@EXdQQdSX{2?dP29H}#nnNlW$fFMO}^|6snAnd|G? z%=n!wt}EfN8qPUiswWMOgi$ppBrouuf>~)jwm6RUv!?cB|KCIZo}zfxpq6eIQX zaM{Z~$B3|t$)E2}C*x{y$es?r=6cD=%_IDMk0`eRYvMsC8@sm~9s2OLn_#scJen(W z5lo)e(oHOpQxi6e1P$;o`&PT-$PPLc*5g4CF9x&h+{^CHtc$ynG&@LFNy}UO-$Z|j z^H)Kuqxo#cq5rW&a!!?1BCEPLVr+lj`W)0c;oI4~avrJjjv_fYCyGmL%^_yM<}tCa z5gcxH?@iv)!QGqrdl94h^Ke^_IfGfE8Gbd#&Z#ucDTG@my zeIWk4M#`DkRhZr%i)dL_oW08R^|#vf&c?hvm78ch$~)=HmAFgkx5%IO)Ghe>5d5#l z`ZX~!5h*+L|3{v0c*5gGg2EzsGmLwPjSkUXciK$CkB02G4bGRcjbD|j#JSLBUxjvWRVH-TsF$-nRlyk zFRQoH@|zI;ljTaWMLl-NPU)OA+Jo+m_+y@Q+#@m;6%7vITgSm6=T1%b`)y;)YI_yb$ikKN%|Zv+D}n#gYjr4G#X>;5bZxin)Zp2-w=ZTtmfBqD`wqwU3*f^S}w1?wYt{y4w z6~~}8?0+A|R&ceFcDvC2UA}ZZWG0gE4E}skf#2s;mN)gYNbNGD?TSO~+2woqR)g5G z0^O6JXPmYM_?Oklhm!pi4A?~Heqvfqb(uuBWT4tjv!5`ge8HXlFk~=Gb>uq(>A#9@ zo!~uLd^(vWSMu2wJSUl5lW$}(lz$Y_4yXN1db&Z2`?J6eqT6;+yd|5h^LIB$9Sfxu z_?Q!yHu_gYE4^5%m2sdj+$Pew7<_kP^V{rq4$HL?VF&WfpIG)1_DSSD#<-g-?K`zF zTb#^#y_|2G4BN?0KAR=CiDZqGT&3P4YWF&f`0^>)9>t&J)_sKJEufKeWw#rho?y#g+*_;dJW)If2FVaTk7w6l!^hRS zi%lylKZ12T;%-;0FAU4(ddW%ec`tS_J6ESeM?IF(<5aTM7U`RixPcy~z;r%aKS|1* zsy12F$a(Rzc|mC{AB!7%Tn$qXR{v?t%Z#@LKkK5_Nu(*l{#W6_?GVo!{s+xBiet%I zcDP2VZ9MX6HcR&2|8W0Hyvb9g_u2Y1E!1+QF8eR@f6mh$%(7)LE*aj(6xi|yjQko( zXJFP}eCiwJNAu`5@SE>WaX3#T%{;9(!ovl;=y+GViDtjjw7MQS|%@N8UB9`WH$LU3sxnKnPvII&H7%cR7RUc*!dZ$j!}0Rtu~V)yMj7FASYCg z)W;|05BIRm4caTm9(U8R1c}Zg(_W~S(OXNNm+b#nlKLvKYG6S$?Eu58jAZp`^d?Nk zvELIc@Hl23poQeO`xaMEVYwrD+Fe-uHe0+zig)4EkJa{b4-70+f6aPOK6S8KlCOtbt;yJOjF}>QWmot37B*75!42Abv zci&|FzW6v-JB`f=vyN>kZF2hBpL99e$W@UIeqf73uqC@hPbK}4tp6g6?}N)uelV5I zb85$rY?a*%S>w@M^!*pFlh5x!o_-=7CXw(Ml5fD}@z`@coRgoaoVJo@E8hkB_>`!4 znrqjRERlHj=gCk5%Gt3p8b`(&5$CZ= zH|@@%*XjD6%H|vOpPBk;EIPbE=e+y>T+98_NOTuCa_MEB5WHIicY=0Op!@8S9#xZ&y&R2KCrkb|?bNyMrAJFp6tleGj4;FCd zD*sO-Pe1iCW6r7W+2wW*P3xHP<%HXNSnhWbEIaZ`D=~rHHYgKIdOKl!-;SF;=7em|oZLL7U6qage)j_#SgOly>uj{q=kWp7c@Ub~-o4o6~*jgwHvVtRjgD@vf%qm+xHT z>2;m5D|yQ~IQqNKc?NVRo@ejxViJabuR&yoUYfCfG6d%ggcWR&ypy{~mGiKBs+qS_ zr}NPZVbGEfzk`7}n?1YZ|J7a_atw6ud%QnT4Cvusa+0ry=L$KPmU3^-o?6Cvryi`u3`O(B1}%A{+gFJb3eNVUJ_YyUQl-aPoet~dSw^)6m~d` zOgD+0>-fncmUx>MXG5tpEKkD7+wr*#Y_{;=l_JYKWVwbtinunLG~--3Sl!HpekS{| zeB*eZCSq3h=H;zbWu7#Y#f!l733w%^$!*%MN#i?l`+b;ysn!E}%iG8wps|g0e<#Oo z^}EvV9@gndiZ@xbA`J7rXog6Eq)*|=yVncEh?ScB`bYFxu<=OsPt&XKx&T>9o z%>lUdC%lrawm&^e!TnS+CezP_qRjo~7c1%blyUh5SY3d#2fKf^(K=@`RcG%NJoQw5 zk&LC+<46gT9HaGF?3A2^C*joDS}4YP^VsoE+Eo#`r|G4mGCvwYXV5P1Qg-X-L$Nph zR0W%}iuw&Q|HXT*g3!B0k%wH*de_O?D5|a2T26F1UrS9eup%GYh5_Zp*Ryfr0THtz z`wqkI>|onr)LhAzN2)zjiG$UD%jbEnZfCz`Bt8VjSL)|-wn{db%38_Z|KylHhMznK zgZ_AvO!Rr**^w+GAe85_&ye{!KApTk8;k>^MS*13&2IR8aPQ3kimI$tvS%J`}3ST9^C{Kl80m;qipg=t@ywKe#R8?Q41M6a25V@(205Gppq( zUrP)~=AE;(P)-jwLGK8tEY|Z})}G6@UGcjai*AKY&g$ENwZCg|enAvz>VA1KY7S;4 zPr*aH{T%)5!JjoOGL7f_34ufLY8V_#7>nYo=aYD|zsl&dmvLs3vR6Pa&zP^!!kGpB zm~W`r<6PhG66aaw7?55Eu@GHWc!+R6TPE;hA?Pg%%jzg;QT${NQCeD@yx zX8&$AeO<2HrO+y?w^y~aLv*gdYNz1&1+M0M&bMTkBJSp?d!B+#(?*!_2_%z`rnr&k z9c<0%VD0_fCl-Eqo{Lr?SJ48mUBj=l!#(3!4`^3r&78QD-I_UF;yIGOi0AcLej}f$r0+uf ze=Hk5t(E)q)e-BOVslPF>Bfo|VfPo9oV7`d3*zs;YIV|kGGqM+hu>IqtZ}Fmy{pjU zT(+L?%1L^C2#WLk8_Q2>@$zI#JQ2cOXp+-HPvg_yux=Ol{qFzj*qCf*-{AeV>^u&d zrHwFOK%_l?oJr>+MA{v$W#`vHke_w zI1YCjLgimksxF;Y^NGo<*?@QSr{~#XWI49#ghTbo)J}>0)h|KEd?PuKd^7pRhwj#b zOxAooTrh6!pno~>Hz$nLVz2BVDxtj&TG)&UwXyFby)K9Ev!vM0J1!>2Bl%Qfz{bgmeJl>- ze9+Y-%^4-7Nc%5&b7E!YsNr)f5$jxavNkVkNxo-;)!4K@EsBYl$rbpJ_R8>*W-k0a=F5)3Qz(QQ!eDY}2k$~p5gXNXVXNBQP(3nadW z<4%^?>0fQ-vmZJqkUb6Id+6{0duPpcGW8Uvb=Kxw#~*9b{vNGm*F$U3sFPVl@}{)Y zM`_=XmO=etW%r2-$u_Wr{Ecw%H@wKnvQwdbKYI$Q%N`+ zL*l((>7fR#H@f#4Ke)lCJH*pVpfgdQH?dhY|G$7qpV1=cVkR%kF151uBA>HfCnupV z#N~VOu?qRS;NKikDB0B-K(7>hf5e>+^^@~*Ue|L*_!sqfkr`Gyy>(@Q6O`B}CR_;j z-=MV`lPVbzhu}z7y*{S>#zu~BjTmG2SN72FB~1%>?ol!)H@^+n*F}_tW?|EzzMoe1 z6OGQtk`_k0L~sn1cSGmp9y8*adx9uPl7 zo$6xfyClECSh!qI`8Kx*9>drn=enN;>)Aa2M3`pn>3^b5XZU>pzlmhL8y9cq6F0JD zM*9c+>=t#`LM&@qZWD2yVe4c^Pd4B@8BDh1r})fm`q&MJXQ0>!&vN2yzK49S)k3gt zOTT8kHP4>2lcovn6IZ*5n{Bnb6}vMkH-%iXG2g0>yZPWwEuBF3hCF!^PdXOz|G4`h zy$fS?PDw1Mt&_C*CBIJw_!=;s3(4;6m8Uf`-MfNTr@Z&(+F;@ zSUyiLj-=6{Sos`X>$B=0J+5NOtKHd+!HWuJb5qpXLC30)pGM;~@cajx|1Lly?+!ci zndF|xIqkn<>tx=Ulee-y_g=_l=Jlg;ImP5ny-b1EEv&te);Yzj6IpNN35RJlr#Do@ zqM7VgpLNf}oHHPu)3e&?{|v1R#Ks3i>FR7$2v*rJhMoKr8BVLVp4C#+~?_e z6RWi+(F@9tp+#?hjW4kC1$dZ<{|D(G9sh!!GY4Vc_Z%iBe|W9hh%{4LCG69Fok$!)~mTlibn zUjBuZ4M{vmyLl5(1tMRvd!BnG14GWGIhmAuwQ*sAzTd#`cmD>`xx2P%`)N+P$IM;w z{&^|i87ERM(0|VVOoo!@Npl+O^wZ+2r2dlTMOd^2_7>tBP4t{>Bme)NGdVi$a`!yE zoyEpE5BVAqqdkW1gHI#gb)jpOwVwAQziX``Cgn|eLqGlaZxvGQCyIZHS$T)|B7L8L z^>dK!;IGE;zm3doX?_x~>8RZvB+dKlPu)q@)9zaA!IEdd?L__E$lHHVJMSXDbSJmYd0 zKEx7r^>>O`FjotUppr8JXVPj6#7^YNBlVa(LjReMe9H&3U*~Ix-tGS3q#VIBIb>0OV-HG za6jLWr)c*v+7yFB);Zs=_c0_|fHz~rmYS}WBl#`LCL3u^XCg= zm-+P1%E0&7vxHG(sIed?apnZb=h-(=>0^GLyiUhMYcJ-m6K!%%T@UPTK(E)JQj7m~ zz??aHeU+EwtkN^Ic1*$O--njt=xs%MEE^RWI;wmp~R z)%BS-D`zNC9pX8mqZQUZ2crq<*AZO~aHm#*&t!E=PM&=glanFnO^D~jj!`($0Df5? zn)8|dV%bA+I{Tu(5W|NXwGN?ep3UYN$$!R)GmWg-A6g0XF4gB27Fn&tIEb#}pKpj2 z*(q@)RP)__1!g2RK0&tZF~3aDH?qreB|al@KmFxQr!&nv9)-_mw9Vd-vq}6Jzj>7n z-oUvd;Zql;kFoA58XN_OV_E-1Hd#&T=ap~8qQ4r&s=;#?Px;Q@mBic3IyTX0I-gFq zo9vB9w$X-a-$nQDVX{g87rVl0K`Lva;z;vb15Rn=qpnh8-@d zWDb`%o+Ws0&J!yJ<@G+V7ngHJ{Kc@@&8DY7GpC8lKe31A@AUe zKf~r7eatfFIe}#hi<%!pdy!UNz_(G^m)gr}|9@j$HU!9Gn%kd;cMwbqT+L&VAtX*yl)e6OzNcUHPx zp#7W`H4%G<`IOv_jod3vyF9I_2)lc=^A&q{V6!sfO)DC_;LaRO+U)PMdD%Qj9B7tz zkUpkCb(sFXg?BPguMiF9v&J{%JsqNn-E}c1m}fue zQ?Ohro_waYdr0*^GuYmGX~`aW*7OZ;{hZD7R6eVK@?CU-7S==Z8f+a;qwH;OuB~J& z{27`HA@K`uex1e3E0=6UmuhDm77eHAe>heh;>qD~j+zJ4@EWb&hv|FZbGzQoa5ed5 zf5f^wFt)h9lHq)q*qKw9uZLQ!zY5lGuwx_ENWT6P^>mcF*#|fdM#p1sG7DEyZ@H3% zjiBf7`J8>4^)++YcQyOmB)Z+G zSl*TFIfeQTE!5HLt;+4j|F*DNSunQEAZ-mcJwWe|xR$KEE7ks<7hD3{WU{{p`d=GE z`;(zDmJZQ!ceqv|OAqD0hQw*wzJgsZ;6qDjmOUFcD={2L^8Gj2Qp-SO8IK+YhpYye zt$y}PKP~Eh?B_jkJ7+WG34AhECsSosAS7pQZz$Y|+3iKMoFsl5`#t4nyV2`?^OPT1 zGi#f>Lby=D%&?cydkURv@US+1?!(4`1zymX^sUtx1O1cOH2a6%!L2&Gg~L0 z_TOZ!Nau>QKF^p_ip@ue3prgb?<{+|bD$V$=2`;`5Kcr`)#h~r+fHO@+K_8s~N_m%t`Y^a}ZoV(?<@7LeQGZT*LDHp|aX-G?s?&-!l;l~HKMAgPlKB{3ll8WTV`X>D&brIO z%IEx@oWz||3yb?S+h}r>vGh0oGy=Pm<0C8PDnqj({QBc&ckKQL{>uu!SzhJ-0$1|3 zqoxScS%-N#<^71XBSVg^57r}-@qzjxU zDwX#j*^}ObyzlXyp*ZoEST>0y=lH(dkVd5;-IZtFW9Ig}2$MPGUpSDxYz@^YRq&K! zt)6P=qpTXAV*V!>dY-89E4%c@xtszzRBS24);pBQTD0{zQr^`u#)MbsU5*rQ`}^wX(Pn|@ne)qA@V$LFpMA@9Ao~iYWxjZ~=sOlB!}RnoJ+dO_OSbJxif`dR zpLexj$E&paGtJK9|M_-xHl{4q-k&7-ADsv5u?5bZg%9_;S40$hfNc4G(T?67F(G>l zwy;*-1AeLIEigYt>BVBhero=zmC6|PDBsHYe3@@P2(=f?TXLGfkJz3Od$|aZk>yI> zR3Cor%nD}V%%f~|7ai8|<>U)VKEHhszX_}EgzQZ5q@MaSMXL@p|DHC7<4s1?PP8~h z{bU$D11rDN{^RW3l3miqc)hQMN9J(9`kgb@hTwa~@+IVZirw;tD0vf;pW*;~NsisW z$upF9-iKWSaCNhO`p`C6db6kJ74{s=Cimjbc1YCM!UDYd$Gsk8T&2XTko#O5TjcMW z>{JYThl=hm!SNZrCYwZWxL-xjK{QB~wYx~w!dNv`q|Q6A!TL!Sk5L8MR^>0r_B%>X zr_-z$DVzE$Z`_;e=Q?bC1lmVxqqKOK{dp&|&_-A$ziAPid5eZQJ@;|e8bhBi=v`bJ zi^(<2)ls74MmpyyZdS^@%F2l^Bh}o9c?XDm3vu{Nh`mX&Je|o7@ZRi~T!GJsB-Qyq z2{pH4->0I~8dj`OFvFR{lILM)eH^cg3He5pRb9#dxet50)3Yx>zKhNCw)h4uPuK1d zY;&o8yU^q)%vzw8>gFwHVfO=Ak(E!=dC)_2sZZXS^xwwwj)2iy`u<7HoPhXa!FQyE z&@aQf4M|o(G^wV3bF4`5m~>$+apldyoI*Ibt#a{iXEPq~C~r z)p0vH?~jGqr=n#}o*kf%j4e4!wGF0zrvIFFk>~3}wNP0*H{#Fb*p*CKL*aS~R$tAA zeOd4p`tM}TWa+&_jJ`u#$MT1Bq46Gx4q>fzESwArm$|o?HM6cWyXq?&1+u!jE)-Y5 zBP>nEpKfGGcFeCxd>(Y>nKPEAVa^Q5)1^j6h$Hy!2&FC;Z^HA*;%ZY~lamhe_ABRU zzr}0?f6(M>v0$h^_tWx7*TzG;5Zk{G;p`X8 z=>;{kx|L77rRV98s>dgi@o~J!mK?ZawRTgEG9zA2Xw5gvZ}Igx5hZ(b^G-Y&wimjdr{SAmJx8gm z_3X-TitB%i`#F<6&q7A~xq$baUl9Llvey#$--x}x&~-GMOw<21=#RpJ)AjV2h;#+s zWCrs&eX>KTk2_DW=AA~Qtc^~d+>hAfYF2%mM0pZ0QOiyA+(Cbj!Yiw6^Iqpya!%0Z zE!sK3oMRO{hr8Ndk3002vkd-(bbCE?hWW!vWE`6+sy(XDC+T_xt7i3hCAe>c#US&9 z?dwrgb8(7 zt2fIn(Mx8k)kuD(&kxYFm-ZL<-OGF;=hfugq1$Pa?1SgBaZXG<4H75Pzm0g7Jc;*f zX{W0>uPketwkcKLXf~Yn_UgMMDT@?%M4qDMoU|#%olzpsE3A+cR5y{La)EXKQEr=_ z?jylFWX?*RPgwtCUi6rjvQzRCzPcNiZsym0l=+7)$*1rW^#6lzKR?;2_pUM(SnFIE zCac6cJe|ju*D1FcV#~tHA~tF{ZIWPM5ocKV+@oL!q)6N-yf`5rJ^B>4^MKj^!hmPYcW=6cwU=X>?thy+LB zRUhbY!so15dq`YJrjF5mCu_j{EScR0t+A$~UY2R|TNwXI+pJbCjB&dmzDsKlYp)#C za`IGib!Cs?HDt?qggKqQY(WfP42!~AeT)^(f%ESWIh@u{(dA59T*KeXvRd}y}X1kVy+C~i+AzLRwTO5 zvxS!aIz}YS_p9$+uc1a^*R%fkP%WJ*@|ILOIULW&^z$)tkSLdxl0#v-7?vHhk#C9( z`9)Fw{Dtmz52JxR)vT5kd04?f_$AZ zdy;zHTs>SA$T>NkFzI;Lc3@0DGmTr|w*?MAV#O3=f1ba;sLcbQxKnIR9)p{p^&>78 z6GyU!zlfH1!)%pk@fWFXWsA4i_Gq|w7Qxqw;XBoD$dZ|PwbtjWmFG&yyn8o4JH?!~J?12jcuqQ=%&ObSRi4)#4%58nISnh; zYi|<0dy=8FI9Z)F)8G*tJFOQd|6Kl@lalg%<03zUM4EfxG#`^z z@a%Kg_7gt%k$Oe6GaLKw=bIz+I9fD$jwei0|5J!(Rng73mD7+{ko`2{cy{48XT{BQ zf0=~sd^(kUIbU%rODz)vW{Ck=$+H+!-&Q8yfwMXzYgK2k{rG~B^FFd|=Ho}edYt+1 zyKwxCZGOeJbD&T~n??BIT+!h*|G&f&H=7S_Ci`e5mg33JV*G0MK8timyVp+Nhd?jS zwcf(Mmqgi;%Dl~6w_ta3_mk@=SxxgE;!zQIhEH#@$|jboqou}B=*YU0MWiykeiO-_ zXTy*6{0F;Th^yCmTE3#*YW;t%5E1IMDfgR>liOb!RIg@d>D^=h29HDk(~^S z;B*~}?ZZou;g$Wf5UbI*sC(#@+>S*YkpMf zGWd4zGe{; z@4~evu3oM8tSS6K3|I@}L)r2c?QUk{k~C|=yKAbGnbiGC-^2o4dC&~CcGK#6C>%}u z>HZq1oxF>@498dM{at-j7O!gYs#CRIK_sY(11-eWyrIsH(3~A#1Ac?m9|ngx_&*yT zc9~&)2*pkqomHS&UGqII+)l3ShDpYlBI0rpa;#(PsjTu8-S5}hI;gkAn#B}5#Ovg`AJb=Q zE31>IMaIUB7*j zDsm~@c~0pvaM=#C{yudQVO=*U6iC4$dyoJ$bqR6*Ui^a9RoyA|%NBpoh%`5QZ z)i8RK48z#nbv= zb~XFHyC^#wuWO6Z$tT>E7rcryi^cOi>CAbJ@53eQO!h)HqgGBhyqI0vvPGVWBvxMn z=|gy8a-$}fWpz3>$D7A!_&WaX(?)&$=0vLQdfS14ui{Cv-<(J9tnz#o_a?E#gaS*< zB1;dpI|D-5JDzoMhp~NC_Sq8O>rQBAWo^!uDNm*=F)CSW zKXQLDEt6N|Amhb29KBP|!)SSp77xUa|H1D%j4KAGc6gk;n_0>BUqM8BmNk=&cO*IU zwCg$juko)6ix%OZyNrlA0kMntP(|B$I&;2KIf=fnez)O9VSkl}W>K8pV03v@1nJ28 ze-I;9sreu4He=nNptu|wz2M%@=dt)wgG?uga%JegSuA_PXtfTL@=SXQd(_lgGB>w` z^E=ph9CqfpOWxM@#nJ3x&v_!5aXiEZIXh$#`{b;O+M!t#5e420Yq< z2`gD-3GU3ps2%h>7VnQDZ`SDL6s+X#9Uy9*gB$g=^@X@mgSCF9(cjw0`RGS#?;E|& z5~Dw%d3W}`6yhbIbRez&!sfwr>q+uE#FoGGQ3rbl7g!{xOZGG7=Tz%)Bd$Hlzg~jHY@YGC z^2OACQ0*JwaSHwVDmMe~uGZ@|<(sPATZA}(58Mfp+i>k{a>Dm;W!(?;6}Hix1fu_Ya8<^KB$&u$EP>4e3uKdv~nv$#2?`Iqz2si3>kMc%@Rk zl{ueo-?Q>ERxhW_6$NvqN44|~rhmn{s|sT7$5{6y?Dz8R4z6#bSMt>q6Ll}+9lye{ z8?BBaeM?BbPs-cLG>io=D)9Z{bX?7brRXx5kE~LojM2O`dv)UV`_Zf%r1EC0E=xRx zjTalAU-o$;EY{NbVC?%plI{fDtEmeEcoRh^p;8n{B|{`6DJ5jAh$tFJrN~gEBvTs6 zP@0rP!>0_1O6E*OM1v42niG{!N}licUQf@x-TyiJ?7h~z-nI7mpR@N`&0SR#f_E0& z8O_7RZ$zN)v_Ht$^;qsPe=p`&rRmmyy;eh|KI?bUqP*6f+&9eD!>xR~uJ4vv@p}by z9u_0F^PHWI?Be_H8zbv`pMb&~*QO%RNEpo{?^6DGg0XMK(TzN%hHH|C=MtZbLGxj3 zKSDG;6mv)LyHDu+7yi~@pLju5U|-I1XFA@+v1El!owvhSD_PfSvC?-&zt1SgLm-u# z^87xTwX(M_b%oA{an?P}Gdpe-hZkv^I>UR|xt-pt!|nqX=%vS|Vo7%2eNE=xd$DgTO<qegXxWQ&b8u;@9`0tB?X16m+(*)|lTqsGYdlu9H&bQD=Wu_$PU=B? zVTs=t^6_M@oa9p~F(yaNVA4*|$3CuqUgRD_^XytUfiESK->bCDx0md2?+oh^1@U!* zzBfT@Cyr+&-C1~29bd|cKeyoGrLMSvH8$hj61H2wW{dey>S`^+fUJ_QWUT6XZ40?= z`rbtTu8yS&W>J!C;m=i#cqdtZB;DJ*t&_g)V)L=2%X*FEqD`&qdF)wE-*e%T3~EL7 zSI?M7vdB-gJPpT^J)susW%o|%6J{OG2(wQ$EWAg|zmdMJjFj)o!+FpM>>IjIwO zW4DlJ70c#n?eEx^dbnTW?#W~xDOz{Jh1a2zX97js<>cP6BiYAmcP6)e zIGOFUPqULbWE0ypbmb1*yTE97Yw-x)eht<8MZa}MIo7$ce7F*8JmCMS+Wm%&pJL|e ztTKlV<@mx;nBE7!9-!SMlAZ6WpGlBx1vm4u6$R0EFxF@9<0fs^@T=9h{uvK!&mS5a zbF!=VhwEdmOuhTkj&8-^qCDp+(W(t^NsgI2*kXnjscf3}P&{3lKvWM*DM zw-4QK)MU*b;>rSOuGQ{NeKw+haS`o9i0l!8Zr1iZGt(MTtSRngFoG!{PEpQ-JmYR{Jj5+5)_WD<>eOeT4sE;rC%~slc!PgIk=Mhj% zPSFu&^6Rl|hR8C6Bokeq=Y{8yvlySb-)Mui8cMFw+Lm@^vo@c@qJsY~Bztl<|5^|o zujc1zc>`%nJNqY;QXyxf&j;wIyGZdWZ)!pBk;Z)&9u-}2J~>kl>_xoKny=2#$j;wY z{3dl9X2IkKIH#IoQ@&Q*xi@gNFIm=*CHo<=6E~HRmcrwB)<}iYd#_Kyf$w%nvG4tpK=kk2?Aa{$c*`pf^&gO-G`5D9pn=xW$ zLB!iE3VcPkswBT!)XDeR6UB%|;>Qs3KSI(`ti2aUmcqR|j6SAoD)Hp`cM%aTnWslP zayaRB@~Z5cKL%D?VR^O~c@f@ibL>&)t|mhV_|Sb+(ES0<4pI)o9Q}4yv$ue>K$z4_tD}Zt)9d4&&gc~ zCRt=|KKe9OzEo9}A-AN`Kv`_Y!8O2k`tnJ++5J_6nco z|C;8gU(6s?StQR+lda%IE%!0z2)sT>WH}1MKBMzOGA%XoJ>>tsVBUM0FXc(mT>QL^ zbzi`M4~m2hP@Ef%m)_H!MCtu6Ib+Gwc@pC=YK;^B`hRp0-IvDCX*l-&+Z@p}v=EF$@F zIB*d3tC=-(-$Vr`(GW=i`c9s56aW7C!M*|NPYA<)oAxRlhqf$ z^O|n_aXziChfp#O;zpS*oJK*X8o_ZD{}sg%5*>uz9;XW_Gr?xV@^2&*MCa1Zil zy+^*;wxMyVNH!O9lZEy{)-FlTykSgM@oiX;ni-$aqAJ-wX2ox{D91;$Mr;=DB~MvP zlKovxR$s9`w2r6P97cbR3xHTF{iM5A<|CQdKe}om+J~rB>oSC zN*BH{iapnf%#&%E`k(X73N6gU*`aX}T(9C`P03x42A{C%eXKBzKa4PPR=#}8GEdUA zIC(yR;L~igqF^qqDN@W8F(&F^UwDtZ!O#Drx={eX_2)z8!%+0XptRe-$QylS*nvgds%Zgnd&CVH8>K3in{(e626Sv z-?=YI#l7Mzw*YRJ;Ky?XZSE_GJmulsn^m@wVhjG9>29zQ8@&aUa(I#ov+wv^Ocba> zhgo=#x5ckRGnKuY(&=F%B_GT)Y_eOg$aP~=Y z<3)Db;{NM8zOdXk+>vatNBro<^5+@nLCChI=_uY;UVo|h^$ZW~LaxhkQ!V_smzPe!(Z58wp3t1Y0`=%sP0N#5D;1>Mh*Ed!`F>iaCdVuiKV{Uru`N-k z5~+ToNvg)SE3jJyI2~%-C5{!x-L{aupEkcZ(f})3^3z9n#T>eo=OZWL@}(Fu11>k< zM=}HE33x*`_>K$?YIWv86SDsCeKiKIj692@qw}^CK z@QZe2e~|^Vy677$9l)}0!KE*cJI;*NA2RhFABe|mS#KiiZKhA6`^T<5f&Ak{z*ETf z1Ut_6Z-tR3vf5ObA3(2dG#p^mRNeZ~ox(*dHkTyXX?_euvT{E;;-? z8yBw8(*>@bZ;X8N*$l_zjcrZ)M9y z*}aB72hsEvWAE$lU*NM6XWNozuHLhv@-tY?@p&}VQk5%p^?I}7J5c%`#6D-AZM925!|ZrneS;|ncbT3@H}6>N{?NzXURWwtp*jJV?VbG)(1%vAnvD^T*<6Q>eVcLRq!63Yzipnc6iW zeX2zDG^agi?Br10ACkNIYCExIGi=|+!-23%KI>0dA@y8;g57^BFOI;7Tg9u&_QvK7JLXcj3rhGe%ZnKP!Svh4bfdsV!Dy zb?rvu|H&JcvDgM)(~^ewIk#IR$TPJ5j^2(_H{fKxBj&Dajo6rMLw%s!OXRL4qQB(Y z9hmr{nAnfEEu&#)SbPn+t((~UBj z72hLe?wYdOBNe{4@zp;5?O?;2qHuOLJ!y_9udi2G^*nY?WrzOI$}X%X?w9Vy-7zc_ zw&$tNxA4wxh&hhs&Z!=@mU7*Dtlo)M$>&ppJRh?099(z~$FHGFOVakGTh{CCgjYMW z)K&QOzEMuZ=OTjxrFk4Z>xW)6i}B3J@0b^BmSxPCs?6834ewD zRjxXTjjqL=YuN5cTzP;z&7r&>t2f5E=i&T4do93)OUW@^t8evviqAz@@*Q*9CK2;T z_}8O*Q$Du>!=5F7e|$=%k~Kz4&eZH=m@N`KQy^#72IS6Z63^I|t$#FsZ{jgE^m(G* zQ^)-ho>-r?TGA=2l1H-HCk6a|-|rLQ^o2g_(du2Z<_;`*K}7l4H;8NWdnrVYBkf#& zufd!7aPFnwJ)&{4Kz86?4Ml}+B6DH9JqyZJjDIj&q?*$VjHrnjm+R?Jwy$Hnp6)_s z(qgq%Gx`Ineq|)U57&R&5S2GhWR$sW!5&xOJ{xw;S_y=oZHDH(>vZ zE6;_;|9pyu3-z*)=F|CdCAwS{;JyI3oUWgp;6Dd^k-?LToo zcaIyzu0j5Po_)T9_50e^hjIy4PkoK#bSZ4?)V^6o_w3J4CHULzkUG?cF{0TMYG4L0?*tlTC8Eiqn*wA zkO$c6K(b_Ke6rSE2!X7Hctf1b8^dnUYJ@qd6ObJ%SJLJxI{pu~tFdHX^T{Bdx~~@J z;Nwik3iIyV$u7p;WUlxMVrRqc4wg;5gPJth;qMCc%C!d=VK-|Qr_DPeXmacQ&XX_J z<~u!KqQ@tB&3Gf;!!jp{I-hEl_k?GNy5q^*6;fA;L?_ZP^%(NzC;8qVbUrn5zve&h zIx~hn7K$gWX*`7muF^vf4ERHg9igXu$NW$X9YynKxQu7L#h1@zp_V+Q5~g<4`X9__ z;z)H~{|j9=L;OeoQj@N~b7zQ%6)=AY-DlDLMD}{0tvZNxQ&`|gT>X?}$-+2augNF( z1m6CDIm?_|pxwI=ufndASt!qLU%;Q|@iMh2*iE)s5G$6}&GGD&tM%fDDzg(WNL z@eaJWUz>i$u2vw!9xO>jJ;RZMp?M}>dsEzR&08z*hwI&|^n%jeJm`5AC@X5!V!zdn z=b1qAvz5h$O8(uc#bOpO&ce6rp&6Th?i>}m zc6|uJb|OH&PiJkxy)1qn@0l(7Z_sOMF)W8`3(|ZkRwM^l^6@ppvYM`W5&A#qdovWT zHU3GY%Ny~hwR+9pJLx#fn5iIrFw6CIT~+Kp2AA$M&wmV|BVC>E!|%~`fuALMzlr9l zcTttj*THBdOxD8VdMrOy&#CbJDBB&OkA4M~Tnf>`z90O~pI^u8RVcIC7<#y080^TaEFmXqL(-t9U>?{xHJ`YapN6lgGkonEt2I;0@MX zum2Tn{|S_iVwdx4RpB?g>L<9QYV~%Wyj5R& zNZpX#uHaEmvOr_KWL5Ge+D*Zo8Lp`6$RbD;W95=qm^!PQ>6nT}hv?xH5@xmDv7*tj zBIpR5&)(zIwtCjwx0M~H(zCa@E^DNVvdQiKe_qskf;M?(wM>7hvY4t**Wq~?v%{DE z4H11>i|kqL*juaNnEgFAwid;c*}EbSY`|LgU}bh#y#}EgVtQ{H-2~5LXwa43cRTl@ z&v|#>*jPnaHC{QgAfgQuS7#XE0ovy2dpV=_!jWm(P2qiGdDSc8$KA#*mWA& zhL|O0;LSoK=UHIxp`I17vQuv=X4l{sSu?s1-RGJKI{8$IU3QXk2e0kKdW$jcGE6wl zOwwD_NG7#g^nWm^l8g3iQr^XeJ+O8=G^dlIK87@Kw3wOoaXl5rjB|O&aJXd`@N?v9 z!3Lk>R8g{(W|NA1?O12plD8M^UvZ?5IVYK`vO3@e{q|w`84zfs{~xHP%q2t z$BCi0V`1t;4rZmSZtBRYx5HvD?@N}ITE>_`i{z+$p2Vdv_8g;^g-$d5{Y$>}{IeY2 zO&!NmVfl@7SxcPt8+lrD6yJ%q57BTPoPKi6%RJ->{Z_=U=OM5NlAWFH0nhAj`V;PZ zea?MJ2l6)2@29Xj6i41+*Gu)j7TRav-+X9yrfo|&4{+oG;~b0=+p%tkp6Bapo(Pso z@X2buL)@Cck{oothSFn z8?(n}bScjYZS~cXM8D%sI}FZhr7!rR|`+bepQRMi8-(AD6U%{EIbiGn9eerHR z`?RCiYdq;Y%zu_$^0xUGSNsa8!^E5HS!r#&F{C&J3J>Y01Y4Ik_ceCzaBW8Vd!TVs z4fasBD+I|u9h+Ogl*{y*{O*Ow^ARiMomeV3G-HW1B&;UhZE(H?n|E@}9LFDVb}DR= zy`dprNVSaTM8~Y%zKku)vrS|FcDOcm26~$%k{{?U%ujvy6WAm>n39LNElwpxyRL$_{s{hhfMkqT7|Q*=+vG(~GQ2pXa(0%pDcfxPJ^T zJ;$##+)pS$M|ajG?uYj?tC`-l-;Sxo%uQ0KM@UXV1wFXNqwU%(o+>9 zUd;2q!m>P}zD+-m(>=L~CS!YYeKivQi}IIcWc!}YyX!kU?T_>MO#0**!yhd6I5z=`)!0{Y9N?;FmgZwP079L|2iyC5ETgQz}UuM!P&;NoJ9JKu5u$0b$S=gqA@IK*2W#=N=W%lp z+`2(WK+$s75ec%Ek($%s))%e=>F=B~xS(lJhJ36u!i@JPUrw zu`_)t4apB^{G5KyAn$10+K7XxhxjC>{8k{{1KQjw2JItOtcTnb@#kRISEBpRVoncs zNp6&*@v|xGKL+R1Abvj{B%4?69WTeSGIS{~nh!C`7X>nB_xSVd()FIuN_g6|1U<;>+OB zPMhVdcOJj*Z1yVR-enJN{pEhC6OaCg7Pb6dVuV&uEJ^Ms^qOx+hhy>zOip#NLuvmM ze;kQtSsiqpql0ibH9J=7J>OEBlkhD_9;vTAxc?kI&NBK{xHg?W$wG4q4fcp2YcOpZ zlsnSn1moPra<%aI9c;VZ6-)6Y??v;>Fl&62$z6vzW1eq&DSDd*0Z&N>QorquT3pB&05=)a9MyoS(h}2 zzo))pIjAot&DA1YvMe7;#%uV@@3?xW7%~A5W|QVtG5RrR{lGs5i-q&a{U$qB7l~T& ztIue%g%qt>eJ!*u!s72RG#L-F8a8>!x9DvxYq#%mj~j*07rjeuZED#8m5!QmM)|!L(=)=Tmait zsp+N78t0bb>KMnXh>nZ3e3||i8as83Q{~~fbBe*@dqET<v8_@ z5&e%4IqrZ>4akpneO8&}S!_Kcq`G(mv7oA`v_IQqo$l%Sc?k#BuvteIFQVNNS5?J; zm5!`)&1OB`L$@;IyBv208R;n~FY%Ll-N}yB9apjn{%i;&OX$(;@;JR77cVMe*~ges zfdw{^;&IxYz-y9S^9j~_3xm4pYc@2l#bk9JfJJfUjCiBNz;`&kK zJs3VKwM<2c(;<_5mfhLz2z{JQ?v;AIj=i6T@nU-KAw~AE+^uE&pf9xEg~26|x|#=k z4AVli8Lj_R(G8=rNAFB?>Pnw(B*%G1O%|>1=)cRSnXZ`P%F2#ZFh{07BS)AG{)Yb>Y|#j#ZgZvv=FX(w5FYomI6WCNFTnc8@vE=7@+a5T#FV%7oi$jg zbko+czc3;h;O-*X0#nljI|{znigI6z zJ>NNBrNHy%JJ$t2mpHdC{&jZ`(^a3zqx!0QlGKGvzQSD)PBq&%#k)0Fe5@-fKzE|^ zrO8p8HLmyhUU(!6UH13vgZqO;pT1DcQ-^W1?~7Z>?C~>RW|dccD5oA@H5^*N-aq<% zxY1J$?M$EEbKicBsM802<$SB?3ePVwFnN^Uqr+eL^P5k3W6_ANhr*yET-)p8Q?cv~ z-Z4;AIFZ-ZGCTdr);If{Os6HayoK+cN{ifop5xz1VqA4PoDAb9TzwL|?8Lnbuw%Nv ze&P$$*{_9ut`uAA)2|60z6Y(`*Q}v=s(6b}p<)Qpd-diE{tl*{84Y`VQ>(!C=qiOdZ+19{hfEaKN`3n2HFf7-a51u7kD*0S(oPB9j!4)m=`JsaO zqa`hq+cTN83iFn-5cvvkos^V zzs=66Tlj&$l5_rDk+36=`57)ZiKpN3u{?481d9(dYb=M*RM+-{${xM-Ho`_s`4=}2 zVyiXgjK4`ck@oqfc$s_biDG-|Am69=-^o_Tb*WBKg=U)|+1IStSF2}4lt=ZF9Zk{luHBw~80%x$?E-`Grndar!eZO~=&fxIfkS zS#MDXUyGSiJmN-Rk|KLSw{#8+QNwwoz?liJ?s2tw^jTg&Br0nv@yOSpi;#3*4 z%FoU}h)-Kt>{*g;5eG*3-Ot|}@a!0$_j|6G_%`nwWwyymnM2{-)wlZ!V#q;!Pw<3@S;+|Pq4*vfti#;JdcN4d z4Om-=1iST;npWRy+k>35^>H@;xB%j*|C1T+MdQ^ogEZsc71^#Q{rd2|U!i|0O&9z3 zG3nZpyND=oEe}Xup*AdamLsJ_)Z17oRU-?FEN`&HCaih`W|zS>>q!5>rN#P7E!y#X zp^~;g@!?|Zmh6T@+45ZYZZ+fG&MQ;lZzwMOYP_vb=q54@;_oMrWFjl&t}V~SzT`(8 z@#qjEKaNv*Uv&x0k`wqwGV~_hc6L6+Y?FPcwf%K64t;8bk;a&5^olUd8qi0LR-F91 z=>8W8%VEqieVv2Vr;Afx(Qppl41?7E+$+rvbALI zeWBDDuPU%)L-?LT+Qz)6k&!0wq>av;E>7OhHq~L-4!1|MT37Q;_Wsm|T_1>lidPL- zG+8h2F|TAb`r{_P>tor;m>EWv*W*+AYp>M^Jgm$T*&$h*WsWl^mJhL60vuw z&&yb}H+zp{i-+)euTL=?%L>=5e0v?zFN(&? z3u5sPJn9s>?1DjWmT!lZ*;}1AFX7zjP~4x@x*78+x-=v0**xJp*kmW@0klnB+}rTt zShm}W-FqSPGaLQ^lbX1Z@0-b)TLg-)kaDkhm7Sq^%iYBJquAsnEKN1i8D!|7@1g8J z2$#Orwt{GIG;RBkE>E>Sg2Wvp`HclPny1dEf8H(?C&LzqW#8zDWU6eGYhagml2x5c zyFW>kx|WOi-mOsRNb)i?7!3bQuqk;9N4WkByvvH})E{2pzNRw0$3gKm@?5D^7usd- z?=Jdw!H|7Ob8x{u&Fcj-TPpLlWv@y`Z9>;An3%Vn4`4y=a_*%|XLkwXc;OP!U;&L= zVs$fi%|7*maiOYFx0%Hj^Y)Fb*^qtL7qrXzuBtFwD*n~e(~bDs3^H$t5Uq{&fp3qy zXkAE)581H~gn#2Z`TkG>i))A$j~cI+$nrH?Zo!Vc!Mc*BA32jdp6rWG{)%>NS%ps|Q;%N_=$z2t6=PCWD*JN! zIdhpK<3!Z{&V6b0%UEK9o?oQV8u}%>XJhv&M~hd3#D<~9JB2Ug&L;CvYCk4NL2}A( zh4?w{s;-9LTkv_!-NR7$U!=#uBI?~_I+#396yW{{G>d9+KSngg!vVOvoPAT9s2dO1 zEgn2df}SwC7J{jeRMzKter}`99pXV{jDOg8se|?enT`{Ev$DDp{qwyf^?B+$nm4@3 z3e}&lR1&pIL8gz<^Cs{$wkYIG2Ue+vn}54v2SiTBudH&s)f`Y7_UrYS9c{ju4+-f%)^e zwAs8;-bmSja2h-s;CXgszC-p@daq)Z&Ry~6&`CAUWaUg=;@+-pO4s&UrPfnVa(>Oe zrFr9NWZOo=5w1EG_gC<#qeyWtJ#U0f9X*{7 zjUD*e*A*4$SXBQ{VC%=^$(*_p+mFY)rLN60;Vxv%F6Pv-$}X!_>{F5^S3s^2X}7s^ zTVSNxG~AyL|LeN?BIxg=$zIETSalCRj2CCRi=S=HTlYdBl}|hR*$BhWd2?~TI?TBi zBsI_ewQ@n zQ?AIWjAW+Sg(H)AVjJ3I&;BE#;A$LQtXvqt|4{#q0QbIAWK&%MZaYgn@usUL?>e|G$hS5z0R28$d|l6o5s z-{teZ7~G4TKe+xIGv7>>KNOQ6ByU!|d?n^(UB+m>bg~GskneR7J?ml6X7V14k$DFF zg0XAqC-oZlH^LjRPc^vj^!gJ0uJm_y&}WBz7dn08b2B}*VEOF2smZR{w|yR8olNRu z;adT6ALD5qcywo<#e8dOJQ{(#O~y2sUDR&>c{hkWc5ytwBzyS zWwQTCwjW8#!xo>JW3J7JR*Y3GXpGwA-Vxn?eH zlXKH+D%Dg=J0EYk)3H~`*9}Y0 zF;23NFEheqy4G;_U0pB3U^s@Yj}Qs+Zu272pY59DCVYp^r~661?Fpo=r)}QwPSa)+ z9zBOudHdLnomc9mJ5BT5EGvOa(rpVwe}LfSd|@^J-{t39to)Q0roL-?b3!>|)-ghL zn!GMfKjHUZbo|iW#bn$cgCCpmdw((?K>o+I=>qTH#hqlNPes4$pmIF9l4C48cpI|n z&E%a0!wG!rW($o}PEP6G?uhz88bF2*_LaNCm$Hq7OB76N#g3=;fX@J$qgx=Tex)`cW z;hl_K$$;LC1QW@IQ5W=^iBe&hy=KKN=2Yhpe`#N$=Je z+=Mmfn=wwL%}!TUXN#(?xWu)|=9>M@y&anhx9qe1)hMTmI;jCOmE_3>b{@QL;y3Mi z>}uzKCwmX)?(^3)wq7P)jl!?5jqok)Z|D8D;n@o4f5ZcJz^EguEWo&PAo7X7pTmy9 z{4Tj9Q|a;}^KHI^^vBCH>G794xC&4nD;g!+>U`)I!Rzv_e1Lak-NZ{QP!!wCL;5~` zzKGO+V*NBxVlrK4IewurKj0x3;agp2e}F_O@hy3m7qN96ocV=JD@3miSdyw6W%V=5 z%v}^;Heu2n7(dDGcfsUNUS0;q$@*~H*SGwQSAt$etMcyucZ zp9kZ6*ti#|%izwb#vDk77HpmGO)p^IHWA=DKj*=3jFG#t(3NahQki`mFOT30C9kjX0iFW4&m( zz^ByTew223PrjXmhw^|6=~f*czhJ?)q#Ex2AbT?FkYgCD?vI~YS(xv=Z6ID763JtD zmk1i~U(cdjpm`}fCTrk@#+VO_JmGwpWXa#Q9x9{w)o7gRBX->EE^sJG|Ag#B=gSq? zp@@;!VfbWrnkV{AW1+hAD^L0gqRA9;Uud+{*~wGKUXJX-n(Q?Hid2iuHlISH8dO%9 zD=rW@ONdw7F{K+%YrxXy(&H_2Lb3}_#=!n?TcmvldhQj&3PC9uLFcnw-W4t)cVkw| zn$wm1^Bg**e%m%y8^~+(6!Rc!AbZ5P`{@*Ni^n!O^(!NKs zbJ(}OHWxY5+VOq)(qst#39n=Il=?%X#JQ3@@CdQ(c>eUK_?d5!$sOKZWJ|`Pti(TC zAIYwt8lWZ3RWr1^2xh;rUMJ@d)ng?yQ$^NjPyZKKwhdWdhW4|3D!UAlgZKgrO6AqV zuyUyX&oO6B7ey}Qxi8RrCmTOR+uvPRnf$kqdZf|o(CQ%L{0-e>>7J~0E7_sCK8}UU z2=;x_-N#B6=;7)$81;C8_g52r7V?93_;8l~E7JKVk{t(yT@cQ*@jqO5F!Zj#ty27Q z8~O5-qMK_rvQbezKP_6E<46Oejn?N6u1;2=^C5X9NwW{>XHu>b`SyX&MG&ZiCyzik z)u^{a_W+XYAy;sE2uZ6VwKx8|bmpn+GJheQAw|y^0tb@ZP`b{N_yx~9EPws1z*>)_u z1eGdc`01|AYR);Z8%?*o8+o`O3jH9mUVslr8tr%%HO@%agzV9X1mNJf5EtxPsuvGiw%x( z#mRK;3A;Ju&3mgnhq<4&*>~_FA)8%QBS7eFTSiC(poT&8z(xr;gA|tmH zag%Rz7Ypx$NvTDXs>^p8Be^}^GOK3pS#YbKj>gK|pUz;9XUX;lDMpD0zd__N zEG!M7taWdTbM@R6?$LAqg0VlufTrTbU^u2uPU>t=!?BSU7fOoBA+bM~)ie zT37h}R}tu0y3T-j6+SoIh^eWPNdB~W^F-EN=K3bI*vGtfof*3mod)vP>|UNC{%1vJ zR(W3LKIIOad!ryWWrzH?*sKXB1R(XdlQrqh#ewFN*9gTK_ z-cmR7H|>hB;^{CS%jVU2*9yGYL+-ZhafmVAG1lkeX5KS>f-4unvxuwDC(m#CuMELt z#JZGqdT8+tlt#1BSw5c(!#wkyqU8?Jtq6Oa2fNSsWpef0kGbU`mANY!w|3KQ6R(&| zpTyQY6W*7XPt@0B98OKrRS-=5jMn7qZ?qRNxq?=&k~I6nJCiz<&kojV9R3tFS`7%S z7YF}z&yltM^^97L4c;!eV|*J+#`=4?$gvbc-{8RrN2ZgdJ1kNIs*V^`i%g}U^b&cR zveqx8OV-`fNwtjkW_MamsNc;6!HY4CqidXP2lukHA=zK^@5AlMLc6``8kW;a4}Fubni z4eznk5}K4F@lLk*$#|&*R@x{%@h189@(g_htEQG-_GYd(YO1_ca{qUzNRhYaPh(3L zoN2(PUZO|1n>Ub+_4p1%escUkc3Lk+tTOvtPmUF2OSa!vT(Py_d+#02UyHkg#g=N%NV60-OJH1PusJv zJ9~LAfM?#K{3ZHipUExQzLd92!I57f{s|OkLhVXAeolt0EKc6}Qdm*e__;F}qrbBt z)PtPk_{BUjt#?O11aCffua>HZ>uGa2E8M03Px-=A{I&yDZz#eROpy;JdSi96seH2hoJ12N~4-z_v!SJtUZ>iPWk8P`9It-s)J zp8cib-#=#OF(P8J7ti6j-xoyM_j$|1kUL#}sTJ{z(c8FsfSwm%W_#LQh*_ub-{SnX zCfoPX@9C^t-JH0X-%Nt~biSNy-P_93M_meseV zjNFCQrjmF+@qLSVau2CiV9z{kn!^L%fb>nQ*b76lUgsqYj)%=-k6t3iLnLTL+fsTD zgGZ9OnB!STcZYU)Bi31uf6{%3Gwt2mje-3&+SRAo(a_JE#MAMp2F6r$#UXx@SL7LO zrjj{zP&PqgH5Oj&it*%p1k>)Ob9Ux`2>A|>yocRN8*8pOQitUVk^eVxTw&BBc+?mC z`5K|bEW&3P9zV5dqVO@ZL*8#W{k_O z=KV2q1@!L1ik5h}*jV?HJ$o4r!IopquUQ?_nB}w5?l?AloP}!BZ4zyon+c!gsS6A4 zud-q<`FgJ><$ur3u3+^oyyac`rD|FsxTo$*p2*w4(-N+w*;8ExDoKmh{1krp)s0Yz|om=im4<0=amqwEI0$Pt`sf$UJ z)hzL|r=ZXs=3V(zc|Er?LR)>^>~7*JEwdhbm2o@jDf@4_KqKqsPBrp@a9>V?wftr( ze5+wfebM9&_Ypndu!XPWePn-Ub~utZ-_4vag25-#I&r5qdCTyXclDE6%9Aj+0Tv8} z=S;Dtw&?vdX)njzQ84`0Umfr)_2;&jB^$AG8Q$H%xlggPE+p<|&nB$Vl5LXxHQ!Q` ze`X5y-R$pKn4Pz1cZ&tpUDJ^CS$Eg1;GV23%l`q1>^3=zA8^}Bn$!69MD6m9B*S5`pL$I_%B$$V2%1F-F#gy02Z=J*uw|Ye)@H>TBuqw~d3xPN!#dcK z%;}%%_Xp!FHcGMryiDd-e6wu9QlI*i3?mir>0dKIDk3B|*Tp3Gj7`Stt)b(y#j_?N zO($}X5MSSWqDO`0--)`(zrdm+vqywf?@rfTx^qPogJjwnoItj@$29 z?GGcq#;>}FabLqNwXh}?^zt>Y*h9Lpq^-`6-!a-g=8&^+Ecqr6gUtpQ)Dee2E9F0{($f!dis%NQ%nAJUl+Nb%; zO6WIat7KrQuAfQd>&**N2WbFISK#cotXs(Jb1%U&?ZPhf>) z39qXE>=hn{5zn&OJ@7pp%Uif^JvQt#PIo=bc2(9TH{pAiLU=eW^1kpse4J_)D?!H9 z=CSMtPnGKf^j878r(n}io)E5Vq5o=#{*Nzi<`H@4bFJ1hSTw6~n)B1l^BtU@P517O z<{qvqmS1Spex%BGy_ZS98bj`OZZZxPWw~U5@5Q1=k@7UsonpLvLp_Ry$-?!dULNH= zGo6b+WasEn{Phl6yy;V6@w<~TQtz}K$qvGR`^+_k{o7aM`vMNhNwy!qzR>U6V3Pd} zQ)&DG+}A=n)$W>*te>R}9uJ*; z-K(7CcX?dQcbzX-v9+GN>wh(=ci`;7TK`Cn5tuZdZVm7*6@H6}C{K6Mq}w+v?&jZ_jqJWjQoLyhmdfk`@qk|z*Lba zr{7d6ORmafTpucOZZ_Hu`afpwO{R=nNPRgget<`<{Qo$wo5y!=;g8ufaXMV`^skb> z3*+b0bZEp%-Lxy_UkCP0rQ4o3mp$CcNRzwBe_7=rWA=wt-l%7t)Wx{#nG=K+@K z#kX_U_%(07o6Sg>9+;hFNACE!cx=jA$&fTzF7^`11&zhaeCzPOM@vSuMqeDap_P-jz3s|@re@VLX+=(F$-IEc$jmX{=ikGm9l z^H=KgOebIVA})9B4Wic5ERo&kH?noCbO)|xrQ|NXEN7==N0_SL?8tpZw9T`YWMDnc zUw_l&72e)UbQ@?MyNXxc=H8(+owoDBrEng~a#^1?$F<8z`XNmpAng$7<~!Z_G&(}0 z>f+qx?4G@p^LTr4dY{WX_d@y>(m#Mnw`ku7{@3!0`gC4nUi%(%=0M^daqwHZw1C)f zvu<68RVUF1pL&q$RwJ#}!^;KN9?36@;>uJ#-on%K95AcZcN=ZEPucDMDK;IX%~9}5 z?Vl^@8A636 zkr%h(Gui2InI4PL>r9q;9@nlGFYc$$E^?J&y$$^IO?NCC*r$#e>o9sI=WU+GB(v2( z{F=&V^Ze^=f9KuYNu=9_l|zl)n-2MQociX;#+qt6(~UR`2k*qpFX%dqTn~|Ih?WyE zr>@qi@Yxh{spPkkR5NMW5#Jk%Y#GoO;*dS zbo&vL^X{o87I&i24cb?QT6XW0X7z4(P(q8Wd%npivskbi`=p{{YJ0z|mj=%C#;iiL z-woAN3L6TcW#mjv$Yiz5{>3VKIffSd>N9nOzhUVU@cVu9Q=Z$sLc-)v&0SYbR?ZWb zbz$2T!B&!(r5U?n!?oyYxj{TSb7x~3WVH;U;`k!dN8T*7{hSTMWJlj-zM zXBOyvn!DGUBFK+;napb|+!rh)`Qs$ri$%#}{V|srDj`)N1eWg`3_^8f0{I@*5bnrF%R4Na3Vdo-SZi@AN_ypV*s z=f1<)JR#1LhwQCsC&D}d_hc>`$HvL1kyZ1BjNQSfOEDvR=bF+gby-&HcZmpbE*pML zo@8OWm4|)HX31GQj?^a@uN3dT#`)}v?IE&UE-G%(*BNBpU#r~j-$>SC{QC#d?s-g1 z{lM(i&mC=IO-rmO>3A>K9jeDw1yWYUrDH^`YstPZE#~3r3Ys3LpU2t06D+F2Vj>&8 z$B&bv@=Vus#P~6Kx&dMhuyz0+c@K}1t9rOzhG0qyJ!CiYP`2(s+pERSZM-NMm{ZX` ztNpT5<85{;#UJwNYd!WLS?VM-G0vaby&>|8JgUh5~>bAE$QO^8)u`OI!t@TSH1e4W_QOdlhSUBU6wFk%}v z9L=VO(EDeMIZ_X)y0e{qr{L0Pt%u>`GsZdv;wR`SwRW~a_GIO?pDDD26A~Z0b55OVhUaaWtQ( zMyJ#$%YKDq@_Wngy0m^>Tff~h;7N9ypo=a>06C0J~S_+9{DJ` z9l~>Gv%qT@J_ddbV7r=~Mw4u(*m4leyJ6zr+J8stGtCr7;9B0OA8f3h81*-t^NxEC zsXM}M082K<^Su9f(p_ox?w&yE^*rlqR$GFHMWL7{WGzVctMQZ9=TI?b6rBEX?fo>F zNvj^(Ww*i~td%@wEwHRN-VDjNI2rRFA<1vr*YwxL zte)o}W7+01(mnvCef3?L#b0IPI^suRsQyg*AEBQej6?K36n5G5c@ZY<&vyM-;aV|e z01iwe*A^B6L`qKIoM|!Zr#VmH2t7fv$aXjx;()A(N zd_JEFy??RENzPwJmJ<3O>{FgtcEF^u`px&84*p6Wt68M_h(%JZ=yF#dV0QUl&qqT% z*~Kp_U|h2QtRl-WI?vF1BZzEp_C z(g8-j2ztr2cDUb*jnvI|)mJ^ifFE*0iZV6|ixuT1WGu2=-2E#{xmte5vpe_(9ZFuVYVa_*`6`DsD>)Sr99 z|KHFrbsmplgNra`vc9enp(c{4G0u$R?|;*J8stvo6(ceEP8OX)l7X0(Y{wN@aGQv8 z49!~Oz+u??3r1#r{vq&6jf_#SdDoRMi}g=n#U#f&^Qe>c+=$I*z;GOlO3-MAk!ry; zxu27(cDH|x_~&c5m-=PJY0#FmpJ??no?JlM5B2;F{Y$deSw>EFp5)6KQ^3?)S+WCP zxESi$5tO}gjm632>Ut*e-$m=} zWXn#fn_bn6Z^XuL(z}GHyk2kBXz-Jx`Chh&ZL%Z3I%%?-q$XsZ#f@R)oJ0O&c*&dW zQ-T)nkf9sg9^+XR3L@7yqpdT>Ha6ek+IL_z7xNz`{a_qP<@V(GdQ+^c$+w3Yt&Q)# z=V4nJyeh4yVmLe+$Mc;jJ4Tc1Z5uSUktF%6_r;ZgdN0F**{wI(?~mN)taa>ujIZL; zdXcfFD0#i(m(lPeqejAHBEH|K$qn%r*(X6T&wW!vV>D^cC&zwlxrbbt6;oOHO+2e$ zez`>7heEh9q|34C*ZxX{zloTU`r*s8I|yG+=V@Q)A(^w6!|Y48OkIWkq?&B(WWJe# z=c(0KonC*s$GRMz50Rli+_ED5D&A1kta3BEe8%I-nUne&rKjWP8#g z@r~rWAH@@f`}deu^LX3wM#@Uz2mC*qe_l+w9{N55&r?JC2Ob_~-$L%8?$!ThtD^1& zQjz2<8g|$I8Q8~0^I`Zg6u!o@Jw|KHr}rzE$LedD=gs%2yA-rfh07~6 z&T8A?uqn*{9w+_PMpy%zQgA&EmWBDnYa~7h2K`{vUqn91`IFo$w_<^H@cWy`Hg{DO z8jLbKW>0)oTAfOkL$Lb=vAzL3vK#wa_c*=Xfh~i|pDdS^cBuuP6)VYfU0WRO&%W(> zV|FtRWYO=*nw9Tw@!nMNoCW)MOj$lS44>PxN;k6XN24-&dY7*hV(ILtexJ_Cxblfu z(wU4|e~|TKsT*`Qf4s^}db{f`HS%PiszI(FuUiYV?Pl+n$@{)&+zeBaC90gCWMSBV zi?7o-D;vt;+bZ90e&mPWI6IIx{h^PS=+q9|w(+>EN`8)JEgYR&a995bNmr1kP{BRM z19-B4JSVX1sp3_3IVDTOg(TU{wppccjk&3uu}iU71-`UKjH*PAX7vAp=B-@6(S5`c zK9*Hg$H8bU*1b>n)1fm9qRE6=!C%Mnxd)7V53T;x~h$Tq}hwSNA#JdpYd4mo2%v; ztqWe{ZTo6*qdT0MY1NRV)!{M0=N|r@fsK1udxR)gOS}3w^gN5VG1AF+KZOmmJF7pr z^3G%$d*7sGcgM!FV6xS8)87iboloK|^mq{0;~QHsVi>z!YHt0^Y&KK-E_l4LAQC6` z)`x6r@|1w|Bylv=gHq#SF6_Eu%ndBxnk>a}Z8Ch4X|y!?59Mo_-~LyCUnkbz>+e*# z$~&aa7@k@zh4Ji7*83aY!+Fv`Ivt{y-)VcWQOmh5t93`Xe`&#4UK?ch6TqzB*Kr7wk3j$3w8|#zXIQ{R=!Z`*u@7vjl$5)7vR-}V1sy@IAy z$=@7?&*MpH($+9$*6a_Yb)G6tqv0j|X_K?d{bbitb}g3{Kik6iUeeWt`$MGP$uA$~ z!*$_bo2~P-KF^P?#_Ag}a4*T%`bkc~Le3s5I)9Dtsnz-ly|UV)Ki?dq-%X-)ZE|NF zZ1M>%V3EgoWioL-uiY5uDmn9nxn~RS_{k_Qo5M2mw}9Ss*R|tgsdaKQTV4o-;xOAr z`#i<^67r9T40YLTw#cxTo(mn%9^lvATXw_SgS32xhbBKl6%uc7$50X1?u6v8tn?B- z&N6;7G2YJRwdh)s6 zOoC8j`tK`x?4rpP7_~}-dx)*GHYl}|Q^#&O&#X(b*bbe6knk$;}pg z|IH|mIGQ}v7m=YD>5>aJ`vp(*=^WBM1LxgF|6PBnz*N&+_h47NBX;#Q;?epW28pfg z^)QPaV4Un|nZj2e_xpCS=vPeW>iRd?ewN;T<0Y$UI!SDO9Mh^`Mhiy=^3QGj>ncp# z%w~&OvIP`28Tnh|CWpas5UoPWc;XiR*BDol?>L@yjq5gPl{G9+!7AS|H{kelFwT?l zijKU%I;oo3SG3RW;wK?cT#KQs`Z8IY>p7JiYLP#08!qN$Q(e1>h3=C zmGe&u?s1D6G5f1m8#_D1{vlbOKFpy15&r5<&bn+l49*{jLycVZU+(vT5WT@TPl$xK zV9F+(zY8)=*k`DASMbo<`n}Eklbv4G#k6yA_Ep~VH_!j?jbbBSJO;)~SpR0@WIthP z+^yyRVr-MA$Tza^3|hVh`8#QIC?BZ?xz4WG>^oyBD4kj0V}qSf4ZvyQ&1{-v7y4GH z3}mBG#yyso6eU;IG;W7T);F)C8 z#Ruq?H<+zxeldUg(UlM2@;-j&9oJUzDbM$_Q}b>b)-uZJqIRkj4k7PkQG6CVAB}C< ziGK!9O8tP(`D!`x{_T$DUr1*Scq*&?%a$#*C~ZFY%iUSl<~}S^%@F~zqCESdis4Vz z>!w0Zb|3A<(mY9i2Sz0z)thX&Z|)AIiy?RjmS+dgFq%Cg`egOt*=#fuPyc|@QSKO0 zi72f70%8|Jc{?viuGSVTc9lr8S^L*Xm5eg4!@DUY^G#rXx>Uf1PoTQL2$GC^8$^?j zc<)knt>}0I@%MJo<`ecE><(l-7EYvXR+e2(x>V0i{`JF2o=l#T$d@_}SJUAJ{xz2N zWic(;$vTK7`#Ab5FCPtsRAKA@`8-9ui6_0n6H~?h183%vs3%!Avg+X^=xv6rq`znU zVM) zq!cFqE7m-X4=2HLy@>k`9xQOKr?~I|Z%Y-VJlUG9x3aWsM8D)~P8Ox9>{`{`)c}Yj zWovr@* z-I&Q}+#9nVV(DVq7ZZza^7ATROs?15O-;rBx-d&stgNj~2Akw!e$(+5*xHJ;srYde zdG2S0Zd#w={4fki7K&f+_(7Ij&r_dt&a}07RG2J9*fcxn{%5S`FgfpiH<^2K zZ+Relq#9u=d{@TbX3kY&*?w5wL>#TfpDMBAZW>=o#q0b2w#@;0PL-LgjL%+`VDX;M z=R23`Q*G$;7ABN5#vm~vxinMTIPYy*(C=3`{AkQ%`KU^lmCp1gMe@#G3irw)S$3*4 zHC|g0>~m~c$SQ07{TlyV!-Dr|T@7ms70i>#eSTyCvyU_4+i*`kr`%;_e?xYau4BI! zT)mMe-iB>?p0|X(FYxI-JbR3HoDZQ6?k4y8Ki`M8!Fv|$3yVbmknnmq-;C`ec)^KU zT<5CAczcI_USpk>bRUi3rG0LOg?R%z1gc-qrX(M1$<}+tqkr(>UC#{0!=;u!@)W)@ zDSNR?p34?B7u>F8YJCnj+Bp9o#uhhPsngh-#XG@pEq|Y^-_#7em#y+XYa1*7%TxCk0|px9X42fq{tMt7 z+kIrl{hh}5IWs_H`q%L@^!yy1Y8W|p*jWc(%fGppG}B0RpwtMHwzx~$#D9`a{AP%3 zW25YMI-6y0r(r)V+RhsLu`Vp{y zLyJvjl{w@&MC|((tNw*+SyE)q9D^^jc=IPvNmYW?be(MEgK%sknaAj5F1fO9xHCU` zja6^f<1Z|gU52F~_8q$=>sg+cyzbLYIF>h>=Zc%3@Yqzr%bvnbe19Hf9@on;{?2~e zd3wGUw@106BfDgM+bnZoo^HOVuWGKGOS{_sF3lIS*Dl9SGg7js4-yHA7R(W&aC#>x z%g|~be(b~c#bGqv@&7z@wJ{H6^cCphsMXyD*L4KJS5q~@(iIl&iv!( z7B);C>M~;Y%lOj6`Jr?iWSqYGDy(%@YCS{llFsgB?HUldo+Vx(`C{zIeaV{z{`8sl zsU$fJ6RyOTDp1QRw0Ss@e0-asQ>WlQV>(xS?*DNyvYumVcu9z$pHD1 zzfyhUM{;(vYvNCq`YH8_{K7}O|G{@kSRQUX+b0z&THrSIT8ztp7p^{%M$0fQ`F83;H<6_`{UhsI(l-^&T9UI18z%2~W41Vy zo|m$5z776Fi#nKA4&!#P{dMj?8(>Kd_TT0HuaeR4gV{E0J6DYU$0*-nVs>k1&)U0C zzCr{TQZOqI(a$g_&m>a`EIGmWx$}I4Jsuaw#<1xH?vroUt|Y#UAlH4)wTJ60ku4d6 zYLM}~|C4kl;95=JAHXT3S*a*dhLDJ)lpk-G)N?6N=cI` zQ%NZeLZLJvLrU`eKi~U*?sM;b-}COX_FCWdU2C8BoW0l9!zcKcwQ|j2eFG29cIHfH z&c=heut*KyR_uL2jJ{=by~~wCR#w!(w}ost()ZasMV`UOO(A)={t~CRvT1`)A2bGc zDY#;3O4fTgc0G)~BB`0)+tKe@c`x_9G9uke{%erR>f=10{hOrR>B=h0GjJz+mvT^X;` z-(LQGL5^O`GrjeDzW2F;{6ywhR^XviTvvS0-+N&2r`-4dm8FhlYrb3lPn$<+S&V)U z(6TPHvR_*r9_Zu>Wu#2;8hOQhmRiySu`IQ&55(L#1&pbRGh^xUB#HB3nlU-MdNs!G z|KUn;?9T3$spBx!vF!Sj`KMEOH0$)g;FIBW_yN-2iL@a`ou%v;4ZmMSM182I*7rYN zAEM1MqU=Vpa`o1Pe%19gPWHc=)`!q@qEFs|T5D*}hIFblc5^-PIQ?pqF%?t#(YX+W za(%Q&6wP&Iy#>>EIA?$U*dcn_(7X%GTgk39NzGpMxnt0i55B{b%tx@I!!*}zsx7g^Rag^Y_A>l?$l2y4FPi*Rff-Cu#iROtWh{BNLi zKAiUO?_NAxh#eOhe+#iBS)>nEWUcMZ^#4}`E#mj<`Q}=q*)*9rD=<6Blxux@fVkP_ z?62r|60Z&x4Q-vBS$2bYJ^L3uFQ5GnM>0p{6HLvHx`SA^gmW56Ut=|_LdEQhJS1;0THk}%fc$pFNEr_+{f$SBz+BneydY$N%ed?~` ztG$jNPF_vpX?>B@#hA2#72!sI8vf#4X0eumWf9D|AAc?+ zzvR#+n34O~4`JyGEKQbvNkn9=)OECef`2miVv3xZl(37bZOy?X*Bwe{bOX_FAMs{szOD(M<`7;lmpntK&c>mv2UA)52IL{x%*q4k-gA5;m~;Zie_O~ z6>YAdXHi(c2Hzj?=2eWpS=PImW!uEnxqSMGT)7ToK7{-Pvhvh5b#pgrRR>4A@OgO} z=6>-J^3*ltRfPQU^6F4>4rSjpxYk9Vr?V(?8Ez$|G3|b(SMEa>7a6B$@hWc~jkj+? zZUiiT#p66_J{YUsD##B*v2wQTaG#O(b2@*bkE{wAC<7PQ!xeg7LX(H|m8btrp|C}N zABvL4ME>jiF<;-G7Tg2-(YR6>Pcr-U7TTXFll;cYTx(_V z_=C2OiH`SSdWk-75z`}Ojj6nn@%egZw-qTReO89dtZ09WybZkj0p0r=JKOWzlQjIA z*4ce!9t&#o{1R5Z%9GhYJNwYg6JO;DBB(Vz^DLsdC_bIMb#%=g{5|seh4_{E#d${X zI)+_N)>T;l8F@{xAi!c@U`qC`>ALsMb>B4%a<=FeJX9>9Iho($~@?CC5HJMmsg znd1Xd(w#+BFtZk1w((VUF;K<`ntFZLi{4t8xRMnE`Tuj7?Pq6Z{p%iba(8%{vkoFP zwTOR#|8{6kg3eibxgC;ULgXZTnxxe&-VKu>Ca^e_s1M_%`Ebh4(b<3Z6IUAL=+cUB zZXhQk=5jq{mQiY$rS@3rRBd!tM#rzkX?B!7$4GFH|Cz6Os)!y)w=Nhl$MLBJBT(ux z>}1Q4a>o@sl^sAo$A!!cE{>Nc^X!Y-)aUmX@vM_pXN%>`&r7BKP6fHU1BTS3=?(nz zEySN-ZSLx~l>OWBMhi#tobVZPCbBryR!`E?`*i89k3VI*^)R>;4-dt+N9D`hvHZ}e z-BPy7KIG?!s-Eo5bMaw3lq%g*aO_FwWR2XzGQdkXu$>mU>o8fwK1j>^+?y0{;VuGIco{Vb+$NBqt`;Wug3RnA>5Iu{pYjJxnAv+qjD z^&Q!9o$=*AD7Eprv6wHzlM@Q89|n_E1&B>z(Rl2bRqzdDzP|&tC~i#6^UNyvwS|Q0 zY|1^e4s!PMt`VBRpqQ(xrmWA5}-%Hq>sWSwX$b9ufE<7f_-+4 zc~Ok!nq(De=kUmCSPf%CRdJU3Y>$h)WqQ9KLRtIsm%pjJ@ijYcg3c~>9Riii&-{(t zi*aB-#|n}7DeZ^i{~NSE$mf&UoE>>av7tJTuJLJNe-vM>g-H!P-!EsL&7Vc}*VI%6hZ|0};f2ZL0lJs3i*o!{IQO=`d#F8_|z?le9B4uj3`ACFas^5nTP;2W&` zltmZQIdeKv(QGDvuZ8x8Kvmb826owushLrOkc1%o@r1{0}g430`J3&$VK?gKYRn z!L`)^BKUhO+TZ7m#NN@+9xp@x#@1u8WMRRz>L60HT0HY!hQnpMcU$GezY17ah%eh1 zBZfP_2U~lJ_rqE7J=<17{|L6`*};)4JyWc1hxQLxlu9xE94n=DdB~;~;ds1BzB$(z zcctifGUq{0xB4&`>ncby&h_es*{$@OgWrMZ*8iS7Y zZoI7iELroQl-k0n4ww1iAL(NZZ}cn3bf?pDJ1oD%*qb5qo%dI=ZMqox4_{Kr^+~<; z*I!m)&BYQyfsxqf{0vYyLm*WBon9e*48KL9UR!lDMvAMpQ5k-Y%RT8iST zdixOuNbF)umm36Z=C&x?u79z0o;cE{nvKCI17i9?+K zC0rWucn3fIMb8qbb;OmoMDHLij??ojmNe2!Lq0l%?nA`bN?bdE)VugF^H}o4GS5Qu zEPB1;nH%y9)Ml{ydpcz2q%!=qNlex?&U}e!xj%fQ*Y#+*ioPF}&3BAIpQHCd+J zfKT;cnYyJ#cy^Y!xSW)auxOVyS-ra$hHb>`2~h9vYT_RFXI@krZ4NA8Sne}dl<}6* zH{(!0e{aX9(;R7Qe4eP6gZZWg+d7K<+_!ueU%JEa8#%OujQ1)Fm+)OV=o?Ds=F=os0FR5K&HR(f zH(A}(i(c75^-daHYqUy@l)0`Jwm|bJ`R5F0WES8bJaI40FN5DhG*8{F$+FG4^sB4K z6)eb_^6Z(Eo$`+1og3ujgY>h-yF0{VInvj7*Pp-c7e(32FL$mRi>)8&S%l5GUM+zU zV|gTNMz5w{>Nw2Rdw-d{iY&WG*1w4d%92tVAOD0?_8#o+b@r|NoOe$*w!f|ATKO*( zTler;<{CZ>nRYCj3Ge>0S)K|XhtC-^`>_9gfBVof_mU?==y*QQo>2YCeV+F}z|FDj z_?MnrNq-K5#=@^5X8!*^yKAAJ??yYtcxsd8UjKi5{AmGh%bl0iQvDpsEd23Cozz5J zVI+A60;zc3ou43`~Z7B+4kAYa@@o4%s@DLQ5c zq-)8&4=*$KV=RAu2KUt8I2k(6Xg!&|m+{EKo# zg>P@y(kF|)vRjx{9Ej3!dum7zJQe6OMbw&jS7%jPp@wv*GTr6ikF#( zQU_{p(`JNrxhMOZoV-C#kCDE>Ir(J20uElJ$E?HsgiTZND)r*Be_<6keL~Vhw5}#% zzlX?;EXlY3)B>uE-QyvZI<<9qG_%$R>U|m{%J?0LmkUJF4_J`u)VtvQ4&UvMW0#Zs z9d4aP?+rL}I}Sdtzej19I#AQKct@n|PfDs9U&Y2+*wNa^S%r?BoSj_TP3zrS58~CM zFetmUWZ#gVwD?FLC*bK4NIya2D_J>P>@JgaN|U>b=SJ}Dwem!J=sxb#arBtT!{0*d zK(^evNMl#EPtQsRdv=LDhsq`$HIb9_C8r6^SNvD(Q~ZM?z)foy9GkoNAYIYGBa_! zo{Tz=t*O*7%e$diw?l5|LDMayrS{9=a?Bj#=00crhlklk>`P}oBrEI|@7Y8BExPY! z_dpC-L+^FG^}V=XpxtPGZYU}%!!7GArjmSx_&kbrsabM>*17NZ3H)81klaZ3MttxaYcHc~uDScj9(i{E zJC43h;uaprUHP+|d7M6`@qab%3bT19_GG17J$daI7_}B{hw8Zv)DC9JU0P&K$U>;L zr*9iL|4oPNIhK7_GGF^SzC4QdKe4*KoRvBUKg!_sY5u48_vzs_{e6PdN8(U5(cB7S zI+K$pXl-3FH-lvpJfE!HRPFZaVIJ$UQu#GHw1xP$&dG|48O~fn+FZHqE$p3Rd>hF} zH(^97JU0~m*)Oj-nd@YmjD}A`e7@^|CL+2Lem@D#-{_b9@-m-pn&@im^Xww=FpE3# zYXfXwOOIh>eWZsI#m0$7xy)mHTAtp`s;5P5cNjlHMiJawD%WI{ePz6whpW}-c{q>$ z2%iHm=v!yy$#m*3?5DpAVOyK$PA>TNw}8CNTdyj!3?^%(Zy|ZY(@QKo>d1O63(@&+ zd^v>|uOcTq5X^>ucl~dN`IoT!%6U83l_#Z-VOOfeuapPI@_F_u8VjTBU6EZEheIe? z>`pPc)75QerlxZ0dAMH=*Hf7@vvyu%!_ip%D2CqSRbfo{mkr<1<$DMh(bp3B=MWjE zJ56^KFnJ4EAF=vg%-pS~-q&DM<~#MndOX6pr^r`}X!SSiXG1W1>SQHAZz!ZXSPk#0!SP||JSYD)l}C%Q^b)$B z&$92GJHY$w;Ff1suZYmh9lKOCrb@*a)@@~N&4TOiGJN`$$ z&dO|x_RhP~|Ix5Ng4av(c53PDZ`{r*vGe$|7PLz1d!w9qAuUFFmvOQW^pBDq&ZW!U zP%kgb7LliZVRh~orY33bQ4HhfqI|p#3N^{vEC-w}K32l=V>~ROmty+KPH4mFa<#wN zPwOS093rdqAvG0l3d3eFBfM&4$=$X&vdA*+ua$37 z$0`+6Q*rYbSdNnAzayzDJ5#~;RC(fkQCJbmx!a#zHt%vx*i!r4)4M_xHN?vU;G2wJ z9#d}Pt@pjkE~+QWOsQ!)1@{*6Uq`Gf1O3}!SQ#QM~>b~bF8jjmy62m^meHu znWx(vVtb%}5VpSRtW*Kdjtt2Nz2%?Gb3YcwRmEDKCk)futInz_`UXHg`w`5;<%N8{ zPn(+bt}F{)s9k?Y!>{Zvb}_w9hHZAjNY$+ln6sJo|A>+70^gp@5qx+w%QG{g6_kt1 zH1CshH{WEwT?bfSE(g>gwJR)66>pClnK~Jb?!no?uwO~e4)(sQ<;?}7#Vp(&iebkZ z*-Ei{rq*-F$lSX;uloTjzk%x#5&DL_bSF<_f2A|o(v9EBlRF#B>+^a8{=ZtRH6?2z zhR=}2u910v*XBcPITPQq&T0>xZs4K5bjWD*1f9BJY!7T0zz3zVDBq}Ri|plmo?KI( zuTRE>&v+`&LJ#J>x3szuQn`ch6e$%&StIR^h0+3E8O56T|5|6iM&FW-{vui)VaG>W zwTXS$5)FuiregPQ|d_yx+$wMKLzJ1D(fH6GY5(=YJ{t9|r3)X#EFC zU1^imF&BuAV_4Qoq%3nr))cnHp*+WUU+hgJDHWp6cg76oj&aUwTD~GmreoGMT9?G@ zWcFj(nNcv`UE5;DAfCJ*Qg7mC<~V&VO5b(<&AgTs*O_^diU7rVH+wfNkWVh4%TFY| zj|Uf$dYag)Pj>c{+F#@hq{9wuyMd3ga=j0$ZV*4$vvn1={RP{>K4~bQ%yM4lxullZ zX9Za>&+Mlg5q3j59;k_XnN!kCB)q~?O}*|y+l0OI3>$Zd>sFVgoz z93CTMk2Df4#K&{>p8KA;OY<(hyOI17E>y*#?;tizWDR6}ZxUa|-232gH!V_Y>0DfC zMP^?bXXmZYd80jq?$+`k+*{{WF~4;nm?}7R=v7MJPiT2RG~OcZbLjLWrHgMf58+}N z?ES}YTg)scwlm{xf~-4NJkKpSbGl6Zraae#cjn4BkIMwL;gHJQ^V!gX&#Ut1ajs!b z;F)W1>UmdW|6<4;`uqhFsSLNAHhue6Z zxkB43c;z~ycJ|gSP0w5Oy#)5P_3|hUu7O~6Y<|J}Z}BAS5SL-gM$vnqR|8znJZo%t zNX9=MzIX6LQGPldddoyW^@RJIP1Mz>jNXW|13wdc9eq`NXb|lZrjZ*Br)EKl*gr`1LYwbsfvgSS;YGlnE zyCKG~`^h*C56Y5uwtTulk6Fz;1*iJ+>Cqze1-P$ph}%W`bzU{Yrp3@&%)W_mK0|D#qI6gNzAtNJg}~R&%PN&yyjzMbKkM~oM=#;I z3-D$GKU8H$*mj?`gZZi>);>#qu8>ya(7`fwW~E>8bylh5RFW&0!ePgk42+wA3ztd!h%&KZD`g5H) zg-=?tId`8^8|y5i?yZ=9xSl4maw17x<@%3}NVnj3t_gpn`R{s+ZeNn|3N5~HB{mLo zGM9T9kM?5O7+Bu}g_*L)gEUyf-cB(1ku6#GT~k~))!PneXZ~O2bvzBP%X#G_EN_8h zE#%>bSkTV<>{0nBWcKjyaDOvf>lI8If$RIkTusdCyjK*g5u<0p`X}B=y~82&`kK6Vq4bs3Q&`c2NBTi$6iF+|96|qEAUMg{m(%7M za*yGY6{7n>>^RiXPH;cevBfz2WC2Gr5AddfoV}j3RM6R9#D1l>joQD?b1xZjU*+=_ z7=0uzwt&xa<3VAgPwqWk3C-;M*%hlx!u@dL{Fi+4h&(WZ4UMqqNuO<`(Nlbq-Lg{c zwheA=Vb?zV&Hk><3Z%XRw~Q7m;569LkLY}Wk*6gYtL2{;oOc_!#c;Ab9nQzBvmrmu z`DI1#2&itr;bwBntE`^DW4-Wa6sBc9My`X`VdWw=uhaJfc#zer!y)@1v>UVN1#;el zOR6ZPKKlq)1n+8jGCY$B2a)zKzf5D#mspt!QJwMTOlJ-w^Hte;I@Bl8zZ<5F#nCtY zJpp=$&~GQnHOS3)Rmbmr`prtmthYH%T=wv)9jnKS|9SLIrI6ut?5RyEPOd1(4|mZ# zwVN+69(9F8EmHDq_a^qg!w1iZrN`h>4qj)&J1eON@XC?=+M7N%LGeegI+HgQhll9l zHj$WB#S>U~8ee@Z>!&)#`y_4Rkr5c*k=?l(Y6;_k`aac&lUX0N9cd;1{U;W_knK~8 zBC|E}ts-@*R*9$I{m-oL%sQAN8`q-cxkl$y=iMTY=Pu3z{E(+(t4N#)qn`TD>b~u= zbnbX(pUthLSLDx@a!9It=YGLUdR{6oXCL+Z+4lyiE3jpTNI41a-SKX!ku%?QvOiiX zjAR|j7#_HlB~P+EJ9}0aEib`5wfVBDd^9#>*2sb4bE6nO0Pp_iym62@g#Deh`HhZ4 zX#IdIwzK)K2K!UpB+qMK5Q~@N+ePx(aWqby*Q`UlO`bS~XTQb%kz^Lb{1Y5|%!o7@ zZ!XaLqpp1pbmq-svm@!*;p8>njk>Y19cif&o;y-68_kA8YcBi?v#SE^rts5RD7ABT zp24>g^LhH6-O}HL(>@Wfk`37@u&j7(i7ySXIF+R*7%eZRPoBLu7DcZ@v4}o1cd|GH zn)!Vf`*Z($Aq>iihK1~}<7g#F{!Q9vyzzhxQh}EXiQQvaaF3YYPljoVU0Y@PvAps# zZ`Gnl5B$vDs)vY-M8QEaO)t%#N}E)t$?oC%*mbW_VH)%=#l&0WhS%X;L)+X-uFA4m^2|dt z$WC8B`JYObsZ*L*e~6u<_~cW3&hFt^mr)D<_ppAhK2OBS+y%*qa5C?gb^K=8?JwAL zDY)Y9Al|3&NevQ8>3<58*Fq~5le6Q%3^rEbwMOi^LmtjknanvmTr{0R_VJEfz@Doe zD@6OAST)%-$e()NA71-If0U@-Ek;ii-&gbSCE_Zp=3ns1uaMdXml*|PLvv%x|LC{{ zNB`xC_Rh=P(|!E)Djm1+(0shRoQ|*IUiMnN!5P`Pd!X~aa+NjrnJ8|jxBdo%I`#D69K zWf4A~t-1eDlKy4%km})0ajCY9Gt#?TVSYSrWGAsQu-ijo=3}>F*SkiUj{KHqXLs>w z>VRc8>>uFrtO&SMuRWoj-XFp3#9>_w{g_6jae5xEr6Tf79PKB@GS_Y^KA%p;een2H z9;@t})O<_*<}>+sCnjdz?=~DLPi~&fAFk~j@$nr*Z^!blFnl)F7nkAQDYzcG6)S2u z|9P=?75yvo;yFCj$hoPn^1fEzVcm~%aanojc{tvu?FaPTfFb9?;%{0tGp?65hPA}h zRq%MkHRa{3c~s`>fhWh4uvtWxhE!2@WORQKcJJt~p`K5}h|aKjg9kV9NGep!W8G># z$aTnSe)*I9XUOeG-&AfNA_BYcT_MM_R^d%LY~#t&P!7jE)z`eW%GF*J$yqD}=0A+d-!(My(zK^fUz*#XdPBv&DFRjsA zIXo^eg7ZE5E3y4JPW)tatjLBNAn`Fa<@D9?><+mH3t0U>aejmt zswWmQulf|;JBm(Qw5+DD_wnFa2$sgLWWP3|_7M90%b%%+(iNY!;9^U5@59s|$lHUH zn`xJtuKk?#E3bSD)y$sT2bsfIwnDExS<{lAE@A84JoEwHWyXCmS$vFkTgW)kHC%HD zW`;;b{JK}k=yQ#o&s^JSF_u`IQ{8i=;%=rvCU`d$VYC=S2lne4Edx@+69a|29Y zV%rUvQbP84*IAeQBzx}Mff1P%B$ad?+)zQ#?jhFk==|2Ad7vtY67*&t-egwR; z_sGjUk~?Y#iNjK)>|p6tFus<5Hi`8syvx;fbLfP7^WgCy)Qj@kei)OQ3lG8R6JGmV zHoZuHnUi0F_pcMPnQd~hzh^nx-Ie7I*U%&MREYPAk&tRU+gXxpx$NVRbulIR{~ic* z!Tju>eun-B$S8M^o0W6fuVp7T7nAoZ;LsuxkM+sdv|FTQl>!zGVC(C=ku`&N(>c$> zb5*{Z7LSO_R7smk!auIcQk^zC%vFR}_SdQ`{s!>LVLttc-l@NEp4e;*msCjJ?Yt{7 z)&v)i@ck2L3(?)7+;_eZtz#Jr$CdlemH> z4uirUn9*LI$i59Plk*Dc@55+1B#Yxt9~tE$d_F`@uL|?UBxE{79G3_V3r~<7q&U(zzIV3!(eF+$SgF(gVa0bawLg8B(se@~U)jW3>W@bkA zN?K(${~s8*7kl0oVKZox-Qu5jbb&KB6kH+KmYptz#(QFN5+4uZvqQw@V_N6AWJdMW z-N{azc`~)1vEv`?x&vP?7mb-^mHOqmlT?W3M!Alv2C>@o$ttz1AKb40QKIiJ_V>fN z>PGH?@J*Goo1OOo|MeDYWm$csegY{l527N9guaSJW zTy$g~@AA&+iVNd0C*Pj7J5~$#Q$g+%wj3kMvYx&woR{L~`#6x58f(~a8I;-|)KHY11KXZFumUFEINnM`R;1-wT4mL6cGI26*X#6GjV>SX`D*WS zk09S}+l!?4jJ*G_BNeu$k#(wbi_$AQL^qIOMqzbT$WO%37PyqvrxR#Un`ODb8_#7= zkblMAa_ui?-IutLx|;JKvJi~D%`7IEHgs$SeTT~fsi5+(v1x-yT*8j?_;rUIaUDEY$}K}^nI{{+iMhRy&a>%F zc-}y)jn(@I{Y;ee#?yRd!FQW=>>0w-B z41So7>uJ=<>%Cqb&7z@rl)cX`)%OLCRuB=Xdq+Cho1Y_ z8u`D7y(&I^0{^yQMP^N1j8_-p>12_T=aRJ{wbzJzATNG{tGV{?DDR!auFL&YHChZ| z@pAZN-}J2Z{!|8h3J=27nci)p=@v4Y;?{*e83eCZxV)RTH}GrjlRZV7%qUNluVH-E zguVx3XR6txX7LU1*+bj4e0(>YwzF)x^SAQXZjo~o49@49ZZct6<4pF5r~~ypvAj_G zw{W>T%U6qwB98uuF{wb9s%k@cu_FsJ%l&QfpEVPyM7ooWsaKo(JB{!la~Hnj?F)J4 zM`vcu&`+?<9x$1$(G&I$(y0dQyFuzXQ9h9M%jwXA{fUM;ve|7S?s!p_)s~xBmpWV< zpp_?3b;uq-a&Iy=7>Anad6q~#jdcgpqn)V9^Ucfj`;&NVDLyWi52mo-HCjJP=j;h| zF>f4$8LM%5mX>S9Yo0(Cfpc~#>%fDvVf?mMS%-LzKL5~H=Jnsm%8xPPbH`@F@ofIy z$t(T6YeS>OSbPpvmuFFSF|4DvHrlWB$#wYuk#VIdSufLVDM_cWaz1oNiohlCe;98D z)9hO3oC)pMv@hoPrM$jMcDM#|VZ}(frm&wUwa!eEXX!r+)~V!q1#WECav;BCCRa}y z#CzE-=yTrwko?q@-5;viYcW;1T8W#7G3H%7sUw0vcUH3Lr_TISe7<7@3_96aY643( z@z=|E(+oRPS#Bi;Wv|Js#M&hSpT&Yp#c)x6zMt$OP@3xOJ8AZpE4NL2F%6zo$mqb| zmtx6!QJA~3O4bQ*)>{?7Qy3HlZIZuqopuK8@=U9$&o_$0!eT1B z0&EgbD$( z(z-4F%;As1Mx*rwn14*CZm#>@qx)`A`3Q^m!=!!AOqJf$XXqtc_2=*GkUocRvMy%` z-wmQ$stNaV#goc`YkhvWUQw&qeh>lcM9Tlzdlq|E;&oMg&$Z);tmrD6)MM{Y z`u#{09YNP3+E?T2)X-lIzgwVIQcetWQnB)Fwy%+um*Pd9t-OKb-TABuyY{E|Z0CJM ztF{(xGhPj&AA{U(Jj;EN(LO&A&i6R)XJg_EKA$TOTXkG@FYs-`MX_se}w}_LINq$mpxCBd&pyLoZ=Kw8oSLs9AN4qN8FQ8W)XN)KJ za9+wzYDHMuhV<_sIYh4~`K{z%Xck?%-Qq3oOk1c>eD>#*dMH}PAJG}W+ zK@QDc^RLMlPrzxLo*oj(hryzsOq5;lQp^4;tq;JCTsJT0vlqp{aMq^s>HR!#jrh*4 ze?REGJa%r=rZG%vi0AI~_*Kt)@H9Jc4}o1O<$Nqxw)JzNeDMGsf5o@%P&*W7m&z!a z7nVwQT}XKl?~00sGsw>M(1UuJASPbccX9Z%7Khi9vci!TB<#e{qh-o2Ue6L$2aEGp z*>X8_kHp79v|r<@`yLkc*7MEePIDx?la(YnyZBy>ogEyxiay8l)(9wMHAQ)`vrq(I zO>XwBxYh3@c6a2T1EKLRTn=GjW>w{y=X$>Q|6R-`yYBeQ>+Tr!rkE(k;@$LWPS3vL zrfmJRLLB!%|Vdr0m0`Bd{zVEv$S}H zPp^aVb#la!7<(0dUI*#oSem+b)8NvHPrB1+oKd-g<99)699BP#DajGP`v-u4+wT8%O@)M0^u=q-S_mL%@$HAiT$~U;I1fR>IQ^iL1@h$}a zGikDz-y4$qxv{CH43yeh8N=^_+J45}%#g^;wZS|xnJ+8g_TdmY2rFKq&13BSnuou| zkbhzQH?L-=s+UN-m(IzgZ_y*)pO)}xEfT_=t~7pJ%fDEY9kt$O`*x$sb8K4<$-1<= zRKENkCv&HCrP$q0+B*Kp?s0o)eJL(BXZ0O$${qvR@$4JydDHo)8KtY}E34(k;^8(} zo#&i9i~EJlqHwLivTL#Db}Y_rzL_I)5WjpN!Y+12o$;v`-8!=QLjV8eg>PB-J6zrp zTX(`{lJ==e+8(p6mTUWq<&4cw!ni-5o{Ak=V>7`Ra0M$u&@>OcqWffyZ zo;(s`N3bDJOMCOa65`xTz4w(+Lid!{JK{zSP?R7DR*@!EXI zHIOm$ZS^=ABQ+Jil+WIi+0fIdh2{5D=p4Xw49$&+>iuPA% zznm8Jv~5lPRG6ez{1tTQk2NJk!8Ts~4W9LJw<`ueT@Y(UMB+4Y`VrsMkjY-=wJZ53 zD>o09hstBw(L7vF{7h$KPnguftC#4O`SE>tCbfC;O!aZzXiwHHbh{82ZWLGJ{QcHv z1I5&GueRc49X|Mw&(HL}3v^R;WU_O9gk~LQKC5+h&Z&=!zhUwe8XOCQu=!{?{b80J z&!_kMd;^B%NoHO8T;}L~M(vle<5bz{Tkl@s@dtSGMC@oF25y1fGWP$Wb!suTCvgg| z>@UJIW4;Xj^o7@vbm;2bWP^{4vAOHK9)_Q2`LtNi&g}Vq+MdMJAXq4BK85hBMu}8y zc^YzAKk*%HkHL%U*wfqJ=ipJ5&RHKmTZ9&KY@TeLmATuoKUeN6AyA41hZlHqgE;9+ zhl_FLXtq7ig5`Q!CcAu%ds$PMCnnj4uP){`((6DymSyd;w9bw)UpccHrp={co>-iZ zWtI3c70;%@;d6RDgoXdGsXUIPZdg-D4-uz-YM(0774_ZG8GjdK*xJyUsn`2NNjd#w zy~>&L+)u8AOJc%X{4-rH>+X!)lW*hiEH+l-pKsZdmBhEpS6QEwY94)fa{vS<$^NTZ z+{f{9@VJE6Qk^!H?T!#3*{5@!einQA%ZBEXW7#RLE zkf}0{<2JZG2dA_3^DV3g@-34h;Vszut$^a-Lmar1?gsdcdgBnN~Groy_Zwo(nMNDf;zr-YC640slOE=*P}l zdOu!Fon_SdTz{FJ`x>6S2_Q%V^S$S{vT43OXaBp4S+c*g&Y@RoQC=o$>halpIV)GxsayCh>sImKI5vF* zxkqqvvm8>HFN=`V-22;ItE{DEOPR9|>_3pTPxY>nV>gMSeIhJ-4Q6I^YaCoa+vcLM z8z#49N7m%m=9Bt*Z%pINcAkpE*(m% z9;5d~P`d+`N6BfaJd!%rSuyhwZKue9&&r`K*!Ti#EAin|{@5lt zb~$~=LoxZVC(mWw{I8-byUes<(I>7hPmv!|33R;tmmPKYbAG-*7Kdwl93ISnzd3)H zbMJ)U;k+)anfe>xwoRUG|P?7T_J0-rU; z)SWaQiG#Vu>43$(ShQEm()fQNFZ}`IBYbv&DC;5nRHacBnB2sQ)U&?Dk)2u{Li3{X z(4{m#ldeaJ#*c7vlD2Chb+$|pWctzIN4i`gFJ%_W4$+bC%U?R)o(Ddbm*=wNFlVGz z+I1{Xb)>qoq=ip6U}V0> z9mTU>kuXE_v?phlNH~i}hdX*GFAec}7KFM&`3)TV5h_FBl`4gq9rq_*AK~25u*#VF zmR3b*`M7tz<+EDaW;gS<#Aap8yHyOmEZ#m9Z4)803Y)s&YN{P|WI-9Ncj#rJQSlBq z4QA&`{_BQcy~w^@ei>14Ewn?AAJaDLjF*b%k}_C5zR!B;C-odj$N0Ms&jvd0S2&~| zPu79oE(iR9!7DL1Gn`)cQ{3mhow*C@6J)B7AoeZpl*9QkVsnL<3JRaNqBs_MnKhZ6 z1a5@XMKG-c?+Xen%xa-F^r)^?HAi>i`~&zNE+plckvQzZ0&#Vc5R4;?fAv=AOF zfo^f$oXwxR@1J%ZZKj*^IxJL9ajV zy-e#K;^`Bfe44!{@qBCESgn0?xo8;6a#!|n%x*`&%y@4_LU!>@MU%_qn|(NbE(v>a zwF-tU6agc=KLk44T`TR;F8en&g5n%e)(GE|2@8=h2qV_=Zy!F%EYw3>cfBw7T_fw2 z#GBWQ519+~6fO42H7~O)ca5&b?3(mG29xu2b}}yCi9hvupn@!(I|PTY%g^#?YQaU<6U6hEG}?)~ zM{7}zPwU89C+Tyf{PZ~l&lWFtVQTKpoeRCEeGA#mGe5EGES`B8#^J%sKFMB0_sOKW zqB;Vb=F@ZxOPaZM*v0p`pOEzzy^JgexB}_H#|Ijrszdmpg2;S;M_ZCI0$;OQeQ~hfgY(p*_%(_ z;`?t{bqp+*iHbpDdZ@8GRhG|{T@KLOTz`Ax*G8;pV9d>xO)7NNHuC2=);N~u%Dl12 z{Z!l3mK}hfleM}GTB*C4Ip3w^pto@*`$jj!!=v?Zhd3#s$IKyEEZg*!FS8TJOKfPw zqEx_ZA)A#oUJP*jWm(`MEUN{T;|uQVpUKerK^HODfy(~xnZ9G4jZa3@g zZSh!(KmUVsCw5#f8dBxrY;E$S>@{BOOiq729mALsCOg9{v*7z$(S?_dx~S|sRfK_4U<$<@4~VQtUbxQcX+=quddeiJo@j4BbOSv z&zGGlv*Av-e8GpC+0>c#sk2m=AOFOx%*a|NUu}^K_v6j0aH+Cuj^7>aA_`6tmrXG< z``2BJ!zbXw;jH;v7OBkQZX&Le-ftC;MdhJ`@ArM)73o$KOQ9?B@P}nEw$n zt)P7!E}X}nI_%$|ogk(?{C zpM3rZ4NoFD&-*{%-65hnyQ4MWlOOeUj2?e2$OiR9<-u&vemq$bQpn%qdFUjubusyO zK|K3dSMq94!8o5fkE3BQg0&Z8(XDjKm1P|aJ4}4l_V;*vs>^~qS(DwHvI;2ot{c&A zD26|Wmz!~9l}PPN)^~Dbc67Rwv{s^dt{hmHRb>h?K@A?b6Zh_fc_B!)!rO_mR_>yA zgvu5=r)GV2cRa2ji!P?&60vigKAO^C8@{iF**{Qv$vNfeml`qyartsQX$9FlGvDH~ ztNAncWwO`V7veoDrc3eM5zcy%gf8;oZhw#Rx4lv0GUN~c zC`a4y=4Rt|H{)yefmqL;G4Rg4mlt_q8Hv?!Un}xN%(e5aDeJ)$>m4z}x>Ne>8Bac1?j}!2$7Y&O*@&qH` z7qqGmt<9n>RbVT^=RRXiZ?D$NM5$m>Mm&~f!;P>S29vBUD1*|Q@dk$7%YVI~-B!lPF4Cz% z{v10}D`~eDd&SRs*0#mFiH&6><>Sm_KSz(RLgjC)_>MC9KWfWxx3RcRBSAcD*4^i@@dpcCUcV1_n9SfqVjm*Bt6+&vel*O_l`kN%yYSVEKyI1h)Ni^)u^B>c{ zAOB8={Rnv^YgsnIqdbm(z&{g3@?kRPZRF+t)${lDg^7Ox{ zzsU=G3cOi}mBV11J9yuTl`mM@pPcwcvkTnZ%Zi03r zNV|oWuju18(l656xjs8oUjJ3}E;3?%%!2P+1*~!I)9n8Qe_QbH+4z{s9(m3<*X#bg z)s08$vve5l4G;yl!|f_s9RT~^Xtq#hpF#T?JbDv6iork6gI?j0u6nCi64mQ=c3L{c+aX8-FqNlbK3l3%{W;a=okPrC(hXv#a#n$ z?r`A_lN7Pjl5LE)lChS{{@#x{P+xhwB?15p?aI>&C0P! zEUHnEt(suQ3Lbcx2G1G+^L={`A1onn1^aVfsI&7Qg7#XB9wu&5J?aT)ye0yECVn@D4XSMY~v^>N)Cz87zj=Mz6 z73_Xpe?QayRaZT!;Fl@^TSRJ6+{^lw2aH{va5+yu|D*d(e?JhP^Am-Dfc)h;Y~+g$l8FO zwCKdb59PB5*m()e7aL(l)MIeqL~XcBE{;_Uzeul@ahH7S(a)6}&Z?)WJrk6|%-!8F;oVvPP@j z^tzIitd!d*=I@1Wp6{GOk4oN^)Nk(ohG)5w&z>5`>Mc(Q^Zog3+)CVxrEgPmhSK6H zTGxd{Oa1>&`_yDP9=3Ork(qlR$)o=>a=Zb%%b7e({~`m74; zdVG^><1Mo1>!SS|($`|bPjGufRy$F&RKvlBtUVO3-e74%JOTTsI}$O zx5UH&(71xG4Q0(c@n#vDXOjH6OuV1=Q*k6KYlrEzJ-lkjGY`<^A+4?|$Yr}(ox3`# z>2ftW*UC9f^fn4|YrM{`jwOu+nPG4gPo{QjD*eZ|2jS~s`rOFk+HmN=*Q>GRewv-c zoBxC7ROk=JpXB5vICdl-9;5Fg*qAw(y8)R z-{bt8SxDtwMa<#j<(M;#AFiQoDj{S)(Drzn>a>|Z@*dgGvN_k0+0E!mQ9e!IshIcy z20dR8Gl#L_Ogdhy|23@1I;OScpAF#!qW)0KJlM5VH5#W<@#D}tRF1k|mP!Tt%rnm% zu(SE}WpUGjURRU7Lxer8m)yl_A?I~vSN6Ut#s705G!A=GDPcOVmUeWr-Z#;E7sT4( z(l#g*W!XjY!aHoLq-|zZRK)kk*>;#rwahu|WrNKuuSAbla7ZQcp`=VS^30Gq&l3;1 zdp!fgXYgo!R{Z7lwWOr#YB5|(P3~PVd5x!klT|8`n;jyaBfYk)aFo{Bck3Hbm)&jl zi1k!?>nvX8vF}d3j)ZaQk=>)+pUxTP{VkZWjMp=>vL<;m<>r2J@p8O46dyW~Ullr2 z@ak*%XsI#r0a|1}NM^5P?cIyyEhF(+az?VVud9GEj`a{}nS*h++%U`0)G#YtaG&7| z*i~TXUHmtmj7t1D9>cb1nf0jMp^@iz{h;2k0L$h)*i3&}ua&wfsS1;QXHLMi8Q9jD zPqMq!^Eh6kAPd!$Mc>5HOW;#qtY@EvZ)LY);^}SgQwQ!D+TV`{6|w7C@3RuD8AjC; zac4mBdT0FV$ZD+3D(>1a=*`kp^v#U)3+UI;*;xls#n}^}lV?i#E}0!day8wFPBn}u zZ~Ioz0_M3QIu@sz;$!MYq^fr2*Qb(O>W&R8@LF~_KLe+pV)u`(U5>}tGBo%}&#SO! z4O@pp>kb@0$h-QYCbK#}qS5zkKAC^l7$F~&4YN9_fjqR!)lRNHmXp>H&#U|W9fGN! z5J_2$xhY86=H_R-}G|AM@#&Ivlss zr#pEo9P1}S>g#zJ50sN@k_9V|7%~Z+Gl~g;wsn*c0;QFL_!Sz{J=bi(L zmoRb==~-7hkfawdt3Dq!7Hd^t_$gbPI^%Air;-G5)6tCrp3C5%FVhUt# zb3L?&wNpr0Ef4GxBVUWni8NY;kEt?UmVT>^IN22|I~6vNMYErIYH?lw`-5SSJ9VkP z9D8#IeIXRK%kHUWJ%Oy#Fl;csH=)M{QrC*K+^atyr&h>@mEf}#dOdJ|pie)PFCTz- zcEQ}nnzG_zoF2Bz9m^d(j%BHvpB0a(g1CqW2GM6Uq|b);X#M_!3l}-FD%9@ue-FGX zi^uf;4f$v3u?8JR^ZRbt+P z?r7(VYXlSy)be|t&8|$TmU1~XDqvJ?x>YgqWpAnpeD*votMPFSUOj?^*&!^|fd-4~ zZah*^@0Z9inVY!<#;41y|8u>&83SI_TV><%7V(-LxvRr}Z9#TTEx+tga4sHwZ%mqn z8HdV&lVr5W+sX&w>)EWU2BqB3{S^)yvFS5b41-^G>dY+X5_HQ>Y+2`Z0y~TGeNkA> zp!sRAUIgLPV4s5-U-Q~Ea@$wzyIXJ5_&imlUKJyQ`1Cq{eqEL;MWc3j)6IC-%8{%A z?!l6*rEDbMUCOSdM!BzXWQjOx%l_=dk{N|r+tt>XRf;wh{7>b;r{Gjferpcr5v~)@ zXVYZYhp7#a>I0QApoG8KL2)fvw~>*xA07Oz(R-eTWSv$kR|bXreU;XEUYOly?xD^8 ztU6L`M{Xrd&788-!pp9NxrdtFdgj166~v0;K|}n>_wB|wdLD^+KHLjqau25zsbgU` zn)Q``eYH^H$U3}?`?s8;*&!E9091t)S>p+D>nV&&OG)?P=c@ZU zR?L&7ua-p~6g8bi*ZC}5hc}&Fkvva&3;Ab|zpsjwU;I4-&I`4!D~FVE_G_%4E(h#y zOib1ISM>f2ZLV^5b{yG?mmTQ+1g1T%?F?4m_4YHr=PRf^DYL8- z&9m9~y@)v2(KF$`OXl6o+D$U{z4HAkc#L67FP#2f{Jmqm4#NA>tE1Nc8AFa`!3Uza z5pSj*z#I{EAzOB_S^6efC5<%?c%7#{ zn`kggyAg8J3wp}+?nDt<2pg`EwHwJnn|UzLkqY5XE$v5P@OwPh)a#bAUB=jf-JO{^EqN|IQL80< zdJHM4rJDO)dwH%oD{u7o09gJH4_0|spEZa3O$EnFj%Ot3K*MJISAoo*MPp-q)Ffjq z9;BW`P3JwMm&(vOUGzLEHumYeGap>z?A!S^&p0-Dm2a>oL9vx+Nafy{3n@-diXh zGWR)qfBy=V)GWImZrKwr^T0=nl*H&{-uWC4_KASf`g$D(t@yLB*TdMeL2rkV_?~`` zAngU(j~78%t9}>_*084$`};ein|v^Zo_*QzIu@3JP-_-EEuL-@Wm(CW@Ag}@-$?gV zCCZGRb9gUvT>6vu35iuOW1|Q@TMys!cxol&DaQvQq&&T!hTDzK$u7McS(W<s0hl%vo-IUT z5gFwc-u;wL|2fj0hmYs)CA^&V^F7#-y2A?`TS)89qJ0;nflqZAwLe=&%PD_iSZh6Y;{Ct$kXoW&z`rzmN_js^U)eJHGufvX}?n zawK=qC;MAk%eU}3^{UQh$ym}prCmiBWDlu4)5;vXQ{|Xuz9YON{!6mu7IE-^(Q!Al z7r{8|?LL?B{^zqiZAz`qJXJ|`sVcmh`=#5BB9GHDPsfYVZ39$#i{5G8uf(uLV)0&* z>uA%FM_1$7XKdPqr};*nJ3m{+Qr0#fCDJ~Cb8p%6G`8nHM;|%i4K^HyLszpi6>jE0 z=@!SbigFw6D;Y)a!o<0<)^S?@4b2Z(QCY;^i|ac@VD`kGh{Kcgu$uI&^BCuob6sD4 zE$6)lwamFH3z6)>kX;0hV)HP5eID-H$jvk8X?jVu-j?i6UFBB%pC=h#z-+ydW)?qZ z4*nnv-HJ6w`pvqM%UE@n_E`fy7H-L}`F=l7{CtKrD>1eLBr{8=gs8~1(kN^nOQ&l| ztBXy0X>*=lvIF4(T3tu`W4${Qx~GYftn{BMr`!t1><3Vp1|@JLwfSd4dxLg8{M`bD z7iHYb#Y0`(%YNx&c=={klJ|A=X-3OJ@+xFgc&5u zjpUX0`0{!z+U$1<_T=pBqn$ZjC5&C!6Y~<+EE$uI^Zsz-Nh*3y)%t!hnrHkMV*X+t zsVPogWYZn`$WG|nX|a|k4~FE&Y(G=Jx<~t=yxBsp+1Gg&9Uo-#0ORT!IF;g=AK3pO zCZ2*1sSN);OAgiFp>pFM8RSSFNy z+GmycN)|oMgAL`}RDya6mcPR)GqF;eYqwEisxjmvz8R*ce_7CoW*6gVN67SLLmj*y zW29>&_OFyr?||D2kXi2C8b0c+?_{9&NSVanJ+U-9Wq#z730U|tZQc=cTOBoe3H{xw-t@hDkHC8S-DKqp5gCZT9n1#RCIU`!}{yJ zG+cY}BTHnRO8MOaio5%FH9Imaj-Xw3O z`rO0LpM(7$l5`Q<^PORie`JS|R4KfW=a$f^gNVqC*WE_z)Szp~Z>JaJ z+tbLOAzpLeXO5WN!1d_Ao zO#{3=OW&(-;Z}OAl`S78?QebE%}1$a)trQ({8R<^=ZeX{A-LF;cQy7_W9vWkJecG= zAd?iO;h-@?tbc+PJT%sqsa z*~>J~+%BMT=FYuJvzug|+vT=YIDcJ_uZaE6AajY__l^;Jw~WxmXRFzh@vSzFzl{Z1 z5&EdJJHup&TyZF*#_K;jeNGoWjUk;iG|58kS<#tq?jxZVUaV*9asE$+*X=%gh=(#C zD7A^Mg3rg0oyqs-lav}{M?0EbNhXm|Li9D)OFzhMkvsP1xn}fTD=t&fC-qW)CZR$> zR1I;~{aAMdmZqxx8b`CLH@it?Z-i&r+yVki=o>F|<<;CvC`_l+z|WfAHllAkJyY3k zl9BfZUU-?7Z_9r}*p;=Ex6xoctN)@|Ws;WT)g`WoAIGHBi9Lzj!yvjsw$J>(F65=A zQTEinQ-mIb7w`BPs{I-s-z*}A$N;k;(ADoFe4ZNYS*5iWFPF*^!}XZmZ3;mvckBLe z-kbEO1m)qFvs=4zaM+Bi*Fbx|NNGjFb(pu3cE9paL)xZ>)nry@$Gl@@uK264yj_u9 zsh7KvZ#Qdmv^%AJ_M@rTy~}(ME6r=sH4d5 z?t-hIV#cFU zJl9Tdy&-!d&Ub>>7`T+hhsfQ6|QGZvy7S&@3I4V*EM&oX*G>Qy;ymy+I7i#J)= z-x!_9TtL^app+VJxAX5CynnE>2J`uQ;-;Lw9&o&gzZcPKo2!JaygZQBSv@iV61z!B zwU8(AXtdW|j3U+b(v?RFiR`Y%*$c&cRwbp1QdVdl1M5X%Wihn6&^^y&Cef!f&weh~ zHWyECW6>5;ucBjPdTeJ?KUdXN;C>5l{Kvls$~`a9?hD$smd8@9B4c{$f=(1&zp#Fs zJTwFM_u+O{Ql;8TcEwmPLw*kFHBg-^=Vlk1QyjZVtPiE}fl%EHk;KTkv}`K_Y=wI> z_GgF4)NsuG`tE-3<pA!4Qt`hq4OZaD8#K>Tuha!>1%d3inVl%N^3ijA zmMS#aCuX`nYm1ZeMvQgr%9`%`<+uyPQfU&Zz+eSt909jC^|`bl%l}H!CD@n!HTL+d zE-i8ue6C(z(c2MNxtO0m#;&hKSLUf@PnqroIsIMUtOfD0tk09ozl<2Idc})h$Y+PrekEVMr=M^f5+=3HFl1K?xpOW zK)qk8(&k>`BYNDqC*#Aw-N zrU-9J$_BnWA7>Xp=Tw;FIces%WUWF^XFf@lus?Khmr+{1_1aU7OZqUo0fHuQEyGg}6l>pJss z7~EwCzWUV_C4CuP3qj9cZ-T zt;gl2d+9%gCGFwyw+Jocx+8PCQd6KfG_u3SXi+&p4}Us7i1u0AUX%at!j?TOdk;5q z$M#G-?T0g|*f|Uz#*>_H+__@<0wM={mvv)7A+wT`^_H?Pv!2__D7T5MdNi%*3Ne+e zQYpKoe!rwq8%VxEN-B%4h4qy(VRkvFPv@*k>S9bzb@bFQdJZa&7_%F=s{5WV@8R>c zn3n1s*;ROhvnFEkVKkf}%YG}GvX5YAe$3ssx^neDvR+Z>_jYU*J%@>g5_q^qZ@DHf zipdw~b)$&wh9wonS0nt-PMJ^3PxtY_wf{%beSrO3et!T@ilih;p(L_0eu^^Ml9JI5 zAt98cK{O<#qCGTeXh>F+j3UyIQWB+s%w#l#LaFQjdVl}db3M=V{eH%MpYuNNbMDW$ z?{h@MqIB;{{`S136>hu<%|9^xCf2JBuSr@w8%FmzHhFbd!1X$sUEuh-czFu@^~aX- zj=cxU>#!^Nt3Skp7VtX8bxmW(A5QCO{-?G@Q_-h7n`ETy!H%7c?Q(1V?x26Fp68Ce4<;q=W?#K$W%wMtO1AS4^xA?A zAJa-1JbImNlJO?B58uP+2T6E=UQ>CyfjD(1JKag*n~iXJ!hSnUdXq1ChVsT?E|ilw zd<(0L6C1PMVjpMMf%JY5|439hz@B?xy%VCzJUv4M9*2cllUJS>q@reW-%f#AacHN$ z!R&C%*k9+mgRv&fh{ z=p~#z4VHNmn7Za!MbrT=ijck~o9q-H^QJg=7RB86)#AIqvPj<2?uNlc@$3Xhch$!J zBz(kmZ2a{kNM(iMZ)7QlU$&j0T4xr8H{V9ZR{E}6aDkHu1#xEm{Pfa(4E zOl{mJu{BSGlfg0>{2t>4sis=p2%BfCuR-KuBicJ!Tx8od_;j&I*ueSw!h2uHJOJ~F zwr%1+|G!piBHU&{Zj#9H9=6V6&&>B|O_C=ZllPMQvh=6y@gI&SyU9cJ>;})&_{gfA zvmtwq?H}=^CVm&PLR;(~#xE8-_7)aC0ajm%Y^GT%36OA%r@L((~38_?^ zSx^4dy*dD^Di`h6r|F%}KX_PH$rV3>>L~1AVl-9zXBG#$-vYNahD|ts^U3hpl=3 zH_K7CiaSN1pII6sw2<}f9WbjMUVR0fW-u=blQvj*3RVv)_)l_>WEOZ zVaM8ZPQ}xuy!=bwo55}!+f659Z#ZQg(4{m#8@5MjwIud*Cg1sFy29tDc~)}6b;rf3 z(7pn~^Ic6m%i;&p=y0uGZO?H2w1MP(3eoCp-TY-iahRgT)`m z&sucJv*Ai~nMC5&__5OWHRM}B??1)I%c0a$yUBmPnV)2K&=cgoovu@`{Q(@!8;#V1 z&uXK3EZbHauW4_Pp2j$L2JIH|>ACjrV9EQmlG&^u!D1QhGjpH~GzJz%#`}#*D{$aW z?F^*TGIqHe0-4c&3ZILA>_>_jtW=SNrTF+KGIaM$2ar2+1djFjLOk6~=j6W~#rKPdBDG17 z3~^)eCToBzxkFA??lb(9a%2PA^<>*&kbE0^mb2|CeNc)yqJ`h}l$aYkiG%%tf=Egyk5 zWsPVD`*a7M9u2?eFgkUKz9-*D`jpxEv&p^%9~!_f`MGyEK3RD42B@s~mmJ3B**e!OW$d|wohOJ+ zZ{Tn0TWogJ!opR}jcnb(S(y>L5vNmOuZyGWvp_OEZWL8d#EP%jbqlGFFFaw}#tM~j z<0UM7(WhycK2NNlD`qUydJ}A`%x1~=a}f<6W3M;Fim`Z^EP{u_?ktiwht_K7-VDK$ z;q;as`@#PZd#=OGb1+~aOEkc~zoGY~^B&P=X1Xkf&Ex#OK28mC-roFlus#oD&33HX zlBfS|49dLG3hXhM2CwstE8%j5xLFr}7t%ZRf9Hs&$vvOk`z`Ftbx5)>r=Ii6dfBMe zZ`O0Z^C>{QG^iaON1gp05m$zW|C=VOKV>1W( zRDPB5z9P%sOoBnYursDyi80;8$lsiQDh>=}-_+xt>bS$SQrxyReBw9EucFsfusvPm zT1(dwj5ou4yGtzkjvNE>Ugz~pcJy#=d#>6dJMnaTR6DAGj6Bh}ydmi4h?St7Mc4|7cB?oT91t}9l;a1Bjgq4nYRr8ZBVI!qOPj}@cx zMr(0^OK>k6Jja*I@PfU=Xh3X3(ea}{-qS6)t`O#!>6WV z#ysCH!@u9*nN^LeakV%^PIMjAuh7E;m~^tWuF)*dyO%kxGaSw$LDq}hkL_1$W1_Yz z7x;1^^fC)!9)4EA%FHfKX0UHbI*>ms7KJh+@q7O-^0SNor*_f>{OC}&xKZRQ1>-OH z-&rs#Z_KK##l{fYn*^EV+z_@Cd4B4AC$8_Szvo!sSj;PqLwTC?G?t&myT&>1Z&vx8 zo_Fw+nPOu{toQ^Er{POw5n`nyf292yu_QHWf5+!udYG-1yz3lIp8N49bA)G+Az87H z*3-{?IV-gfq~R!7j`aN=`u?T0WQNQ2NpGzWqIFrljWB9`N|t0}=}!M;Y+adWKdY7X zaLZbc?PAKexRI*!jUjR^&gRKR?%wN@IV*fm!n3S;ecQF&`C6$3iOKkRzG!@=R!$|w zV8;*E|K-{nqs23fLx*TR`M$=Bol9^tnJtokD>FAf#h7JU=&9fBEIZpZa58AU0hc_v z?8u&}(Rl%_H(=0cTHlRD6RvKPi>hW63+CExrkEoTM)Aeych2~ufov@OrUChKNXA#<3P z4#uV@=(4SFHGUdwv%cUes6PdjMxxzZF{LQ|Dj1ud$A!GPuZ5?n3Ob+NlD+9S7FsD9 zWZvgHM%dUt`8$%K{ZPKT#GcHR&YO^|-k(99WUQ@C^2O|1A3`_sw>cul{;ZYtAX#U+ ziAN_ZRxQWvjVWt+{()K>OTN$Gp7~!B3i11Cx@TT*YuX=Q=oCfZ3BvlpRx z1dKo96;Ep6B^rIpZm(i_C2}{#y3}<()iDjljvHZcIp0X^e~Xlv0iT&B?Ob1`(*4^$ zmuB;+^z6wtPq9;SO!dU)aWo#SjjTcZ3r9P$;(9her4V;|(z}=_*qrxe{$nzn&S&q9 z*tLdMKj7qd^gNjCnM1VMr@L)Q&C_D`p9;fmtaq-XYmm7sNq%OFe`v6b=E?4SG9*6G ze%1spq2(@^4rQf5BI^FWO~UbHpUyh#3t8?cEfr^t`+wa9%S@$>1akcndOEUgQ;ya-<0)r3c>r2?DFaJ3Tded0oa}xI?$9`JyO3gK+2~oIC?}meApEzL~ewe~Eqz{?7kRTFSe+ z{m8e57mb7Rv)Da`Rm0e7T6n}Loo7t-{O<+(F3$Nxyj*BJPqq4@uvo<|V@2e|p80zF zmd#pV!$Hm)q2Je_dak}-g2XQ*JRL_?LH|MAe!&Ry9nNPa#d;%YW`?KEZ8AZ9;rkwY z|As?3R!#oq_j&7CTFH#{8tk@@7!|HI^!G9dCyR6D1*UpoC02SztoX$DVf4!w_yb>U ztG)Wh=VSO&efzH$p-SlC3l^-bpPHi0{3 zR4Or4aPHnv+zN|4v&pmIzIgT^ZqJ19M7G=ssi(!9li6kxzUNu-K3eUsjjVHj4U4lb zr@hf)I8E1L_fX$I)!PErZpNOiji1Tpm`vy2k!d8`A1GQZ#)2x?R*Z#H5Bxe@Nw(M< zNRYQDS!Ys&-N%YkC0%JBhzpZ_%l%<>_D(jGpCFZ)AGNh{9O+g=;ViPe3F8f{I1qAY zKzWb2_O!FN!vAg<@5Y;vr0!4CJlCk9{bW$>Dz3D`fk#**_fnH__YUkC=Kid?w)WP0 zS5_FQ<;=Lu8@F8jZWjUaJfbVz?uPAo*teJ_Ul}iU(Gfl{0{vMcU(gr`8VEVT}mn-OxOB6_85o5BedF=9V&>}m0;A(PkR=bMB-NXR6-9= z*gIbzm+`;tv|j?fyqCyI-+M5ohtl^lT)tWR&?T^$Y z|3v$L@v+QINZd@;*2>1Kl`XF9=GB$re>Zi51j1J{& zpT?igV1paj;1_(K&Mz0?#2#L|26HlV??u?;twHLGRCV40*k#q&0T`UTXKUem3s&Di z=Xdb^6;Y@fcH~V^YLi#S`L^_IfCrgxSYNxRl5Ct~lC?2;DrVSQ8=A@Z^sZ?33}5)% zo~d-3gQx9WDQ3;_9K3H$r>sr=i!L?wR+6_RKW}fCR^l%u#l;gaGf$N38;Q>}o|VM> zHPCv31m#)jZ|J;D&pTP?C|1wvk_NOM4&zi^8G-v(V8A~1U5M+)v;F;~SV5xear-Uf z+(RPSE^J=H8|#r~hVQBElMKQuMBe)`;X+ zFntOhrJ=nVD_iiTqOjOq=%pnMvsUpYo;5d+6 zhue3IF{iw1us8LbHBGOxz*)3NHJBwBF`_U6_ra`<5bY>NPIgQWa+Kna!&$H$zn;M} zH^KZEtjp?yZpN2UG-+BG87pB>W<$>*!zMUB;#)uGWR*f{$c%t=a;eUTYI2h=pw(-9 zb*#v_lg&yPBMvocrRv|G#-oAsdPO8k?$+PMfmF7sK>M=#sKjQOW!#Q7GhDMwaZak# z)Ds6&)gtqv7isf7SS0p0_UY7u2TjJ#3&qLI20olTFGJ;8t+(Za(`hoC40jpj%W3y1 z5w2deuR&?gV`5;Ww2$ZC{UV(uY*%ENezH=b8TksSWA4o1#44X?MKJ2 zz=|hzzKdtY z;Bgk;DB`@wATkcq+wtka?kf+_;tE(az|hx3y^qDVL1Y`J^%gkS&i8w1`n%tLKBc}~ zQ@x$S=1=m&yz83Jeq|w_8YIcj^bh{0g5jgAvKo$OX*CEoH4^`W33=~4n@mUAz8YTt z(7ZLfU4g$fu=EQp=6&d5(JxOj*OBmKwj3gIc7e+MaDE5E(`cUvoLE>)K1kyq?zx?RJK~6?c_x{UyM)f&d>E)3eT1} zemHs7VbIkWbFNYAQ@lHqPwZsFKa8gp$@97Em{aIB55Aw0q9izKSHt-?1iBK=ty@iy)2XuYpE@d-(0(C9fm zl@b-YiUp~nlboVA7f`*P3CC~O&-x^5x)!c^ssgtV`s81k7u!uXwa5FeqdYX z9Sp$0+_kLNYw`x>ea03o&4@j`$&*OV0MJKYbjQt=X*( z8`k1u?XfX4{SGGcgV-8(*gVmfGI{kB3F2%y%izu9w1lFaG_5n4GM4SJ3!x z$i6Fz6@$_pICC|Nmw@LYHn|u!$-X^`Ja3cnZT^{cXx({JZ<-~aYBCQ@7IS`tR!ufL z9jY(VBlomxX_^)Ie_~E%8YQoOQ?|Lvo?O=q_3a!QG`H=2UO8QF@58PJ1g{klQg!!M zmRjeUpcMP(Zu)3_G^OdeBH6iYu#Wb9{2qtHWkrGO=zKTUUr45JMYL3WxuC$hZ((*l zB(qMVGWp*vNSxU`nZ0r-WWL3h+;d+@qB_Q~tgRkQhRi1WmiHXPg3AhL_aMy#xa>pXHK zK3v4EJ+zbO0!vBvk8%5F7Tixnn*--ux11(o-2vmKdYZz%AKQK`i+>EsJH?L2(5Z|045Vh4}Iv^bTgN*2bMn;L=G1$yH5b)@Tj$L0Ze| zr&MleiF1#L4XN(*ub8t#e-~nB71v!4;p{BZ7o~kao|akkH{oG-s8__jpNx#FpjH*P zE))xf=x+*(re5kuSoRi!tBBmSX|hGzFTm9|pe#*Vk!c2` zn!zcxb53K!-^pJLVtFgP3f2|aId9-kC;L(GZm#XTi)?3KI~*!%`}H_51#9oZ_CulH z4*yc;emvPq8UYW+iep6Y)v)Rd-CPU(OSh**sVX8wGu9hrL>$Emsd}3+B+u&0iVwB4 zvKO07&`wqyryj}Owk*Z&O7N|OUnN;Fxv$#d^~3m*cWsUJ@f2xKbo9c)sM$s2PRzN~ zmHL-t7)ay#_9fr^^a8hb;?ReFYhnMPWc&YjunV!XGgkcqxnvmrg&se#Zzop>d1jGy zhCO)sTHg79NOUWI_!@>;mGu;M=V{JPi1o$hRF%wJ`@Gkm%9Aq>EVHFjvu~AnS`Dvj zYAZFa+vux3-epwirqyIg7=y)k!7{7QOFMIhX!t1nYQp~tt^OzOBv)ZGv9LBBHsQlg z-!q%BIZQvN$4rt=7Nb)!w4A;&Uv!-j`7UT=&RJHF_r$sOc%NCJ?>qN1$E8AC5&fM; zzdV=BXq$Vc)mVJ29)DupYNSYIG8M=jQaTk>mf;2~LO@ub#zk>P%kWC7MrvS%T0 z`y8V`;-mM79C`nkw-i%Z?pnXen)R_>zZTp2in1-Rriihk2>zbPO5cl`Sp)gJK3~TD z&Hkqn_`#%U&5KWV#+z7knl`rJz?U>$$2)EpXRqP=li-((D4!MhaUgRg7vLvrUS{c4}?V2%0Y+seAFwR4Rtw*BGtDGS|iOv$^9#$w$iFiR%silWLr zJi7_cs|=%Lu)7=!{-f_IGEQKL3w*C*+{{e>|Fr%oCf!Kx33!vrq>r;`FGmf5NS=&t z(|(UaKdHCU3<4#{+h3FokH2H%nOaRn+@4sP`4sK!&l8pFjo-D|W+59^C3~KPCku13 zUME9L5vb(KFBQL@(DHcRm00$zvF|?KT$&9se=~XfG6UpD*xe<9KCJb{eC~7Sz5(M_ z&fTo%v7~AP!FO3^g>m^|{_$BM8ec0W=xuiT6~gC{HzVF(WFJl6UtMDyCT`7x-4SfxoP6(L&MLN> zu8sb1O%2tL#hAOvy4AL?ZD|0NH(kYWI zMH|T%umSE%A)Og1d&GiYXq!BjLAW(UGH-me_)to_-AIzPw5bJ@*$b7}>K91-4CSm( zC=J^!eDy*wuukv|6+{yj?{n|*?$&=anHG0jYdGcvyWn~*OOcetcV%yD7Ug+F? zMUQ*Lv};K)19w(o$uxe@MQ>Ldq2}=WcC2`X&lAa?RSXa4V?g05VU&KCL;N@+_uaJ0 zb;~Vy{h|BkYxP&gIX&r_T!?uWlXr2M#gjQIMOi-?Iumnlq-!dqEF#sP{C5p~Q#-9G zTP~*WM{v(|Of{_)rQflv^F4f1@AgKR*CW|+`X8sK)ifIIyjogXk0W*T*w09GyQ7nX zs#=G;3{%jH9c&u%PrJD;^V^6@WI;;O?UpJBEMJ(#f z0#`YE4*lw}Rx(bOa#UZfZ>8%Kw9Sn0@z`Y9gInN_K_Hu zoLZ&mmb>u7c*_!ayhe(=d%24KZ~A@`DGxNd{)w%-p`15pFGA~Pwn-(!URV(yZNodx zhh;;)zl~RX<&5Ia`OMx?{B*ZoQ%m?+@%9sY$HOPHHTH%|eR!9`?;q{I6(cXf@k?>6 z7rhQ6Zz|j#?Eje%&6}Uo$(LMYGmLYy;qgCub#i=Wtp4V1DC;mQ>+=?zZNz^4`O$w` zIG7a4%Q4FTs~x>mjOtCU|LC!i7v3elKFbS!Bu^)H-p`(g;qfJ{Mr!GIj9dwUyTplS z*liElH z!})7|R)Wr*wD}NSHuK|C*{?3!7pKuKTath5C`YCG`IlOJ$C!3IYs|u>_F75=cv2s` zXs{Iesfn4DTr2tO7Gu*=)=a(9RKU!fhzev%=Bu*gKfu_Oi~yg~u?=+A@UqF`NuK@Y zjb!R&rK<0@V&_O+zdt+VUCd;?y(`kRfy!Xa>VgZ!FyKsh9%cM^pZ9-)7u&?C{b(=; zSC>Qd6%xEb)-N2FIk;bnl`ry!4bWQbr-a|OM!VI}E#q7Ai?4yhg)G>Nl^*l=g@SLL zV9(`+=-Yum=T7%-W93v)Y&TZDjLDg^{2COVhI4XWC*$x7SoksTuLp;$D{c?_RdBjj zY#L6wtaIzCpXM~EhL!z!Ne3gqG3;>(o94;sa@MWEVnfBS;^Ovrm}TAUfqE>10h^$+ zP&;)+q_=%bc842beG3$xqtTOM^Jsk>#>-E`v@0<4WPX#(6-DS$9P-;pJ6(KBCigr& zzg|1#Vbn{jnN9lw-z`UyynX0`m#NE{8Upp)mAtP1usHPt;{$8;{4%DV4Vjic->t`Q zShE*jswHCd=lc&p<8inZ72A?^C~whIEu|w=I*2%9v8}s^cB?+;z^xN3uEC1jc{XPM zdqjwe^u0uT8)%R{_md%4g1@|`>_xu#bc zG5XOV@10L)hdD;E0VKEz=XOCp^IR5)KFe7~SoDNmxl1F|yU88! zHZFd~FO&D7wli+Ti{>zx;s2;SJ`e6wjL%P?4`vW&bXMZl9ed4fx2OT zcP(83p{YDIbS=GU$DX(PLaqCEM&j zBf2=2rHhTQoTVd0(P)F^Gw({7%Z9gpY93bLK&Pk_%K zuAq-`rZBKG!GU295ZZe{*#ngfDpGC)RVp3M%7lZOkJ}vh>GucmOrL3m8 zM{FIB6ImPirZG9S{7!dfGo!*kMw&s!g4sC5vD06of7bbq zD#X**oqwAcHVrO$3OpL?e<06N+FlIv%;LS)2>q=V2D0xE+FeG1eR23R`eb!O2_D;q ztyA&o2P0G$oEhotiDFIO@fRUkp8CW)=Q?8rpI*%Wlbxoum@`>x??5iO-;UDrU%Y0P z$g%)ZeVuuhh@F~Zjp>#3y_x@?H+qwJN*U;10r&QfuP;iBVB0fbG1s?L6Ff<4r9{kg z3!F;TxmO&yR`lLQ{@U99jJ%Uz-I7Iran45PHZP1k%Sct5-I6o6G3HHyVLvQyWdtjM z^<80?w;Jc;!;?^)jfqc)AgTUyJ%-)s?_vz?z|JfA|COXGih+4gk@_k1cxK*V4ELlV zZ;yZF)t};gvi2XWm9mgI8K%$BeX;0VhAee)@e?TjMDG4RRVRDq_UB38_rBM1{Sn{j z#kaca<71!mOzC+?q_^ZRtftS@fasflk+z_|7|E89MN!XrDZLOh@xtZtTY*t$TLi>MUTnxr%*t(LYsQ}Uu)|sENH?|MO_X9-k zyw^yk=uW<8p3ZBu%6(kkaxCUWm9XYhBUBB@Bp3J#?udS*{Sol5z6RaH+9)liSHzMuOQJKto*)f)#pXVi^aH` zVO)&X{qUnc^k%Ye<};jtEoJq8mCsMZX(xW1L6W@tSwO~rMX*=!vKo#i&tD5xzsuNN z8Zsm3wbGcBDhCJfu1j5qCEw2P^ho}b@15PlsMofDW-I4szIGL;pAG3zeD^&TIT(AU zL;D>qEQQP0WXv3uuV^x!UtZ2v2kG~2M-DZ1z6;%NjI=BHNK+CnX0t}3!prmDRB8@k^I>(yFa38SAy_->@Rrw|>JiNB(6sS0y~v(Mzq&73=4e{J#c zYcXt@7L%3X06wxGNs?W47WQB4;vHVqXr;15^ za?OP8uh{+xYo}87T2b*fF`^6xE*IrSLFgoWY%UVM==)8WaFQddi@;gipEpAPb6#?l zCyUT$B={P$9uq_6lOQXQo8nG#Y4l|8oAlRCA23z|+aF0;W^3%B&L!4KdZ{0-OBT0ROR+nN^-jHYY z(QXzzg$R^NkyM$8iqZJqh{Y^n43u$s=6cao^LmE2d5HDOK-I!ndt7y%`Fb=dp>` z)x+$8II)eFucLDfm~0Y5nz-Wn3TwJTueS4UquE+V|3&Al34NGEGf1DOyyt6ij9Bv` z%`*DAuMVVyWoM7ur z*3Uh`cYgb0!(Oa#1!Vu@aYvJThiI6&hws6*Bs`|UEl)NUvwJT+F4A{V81B|qBi@`j z1oNC-!qzRc?PK2%a(^M3B(v*WdQ~KADjGjaqR+H2MPE7PpN#}wlCyCg|Yznvtlg1;x@Raw0>)N0ms?(lPzy-jTypr1v0Z%C$> zaUe48q`$;kMopS--f{QOWlEIe%=w?$cuCv93GjV|gE5w8r&W6%3uJ-KRvnR2~1zcrd|8(~=FYgJ|YO zWaeAu#VjN5Ec~lUt_eOr3yBX%I!jEcPRjD^S`Du6!>paiJ;n9v3Ua&+-DHAWMS^kU zxg8hs?sgzc*CxwZc-2lz$-_U%u3-BjTUk`=bEl}Rg+L_x{1dR^AK6lV3(U~GGZ zzR{|TaprU~oDItna6gcpQnTPCk>MrmS!esruy~zBt9WW=52d2*dgtd(vzSjWVOkkj zujIuuN%cBuE3w-XFnY+@xj^{Nzy}&qrDyXpSY3x zmHDu&BIZ%nE^fP>X4VhDuAnT-8!TM6{?f{Fk z;GIfRQ&~M(f18r1112RO?mA3u#E(*?BP&oJWUYZPzKng=yE1rzF$CC6Y$Iii( zy}K(CyT4`0yvuQq zkRY?;j)FirNSzPAWJNl_NK@98LY^FE&1hR=)X}*9GznIbDr@Zi<8#Mpp)!qgH}R?d z78y&E;rTsG`-2SISus^cYdbdCN^W!J54bQBdomX$mM+IfGV6Vb7Qb)>SzSCmmc>)q zU>OZBWQSw)IUIwNL1Ta3ncP039Py++AMyD={hUgYkIBA-q(l9GpX9x5yV9sLPv3c` zJf9AGyM~E>)#uOEA)R~>(~S#Xh!gW*o7@Qd8^J32GzE)NW$IIiv~|=wEd8@>-{W?k zCT!xt-L$YAo08SK6B{&U`+u~xnbnHuXOZKE(l0Z}HnZ+RRyvbs{ErW19bH>kM-3KXPBA{+1H%S1 z%N^)CM~-mpdo(EqqdH>NUi!ToZ=Ry(mozTzj6oRxF18of*U_#CE-~sf8SOt@M-jY>wGq!||YkN4!FlY4qts{wDCs%=xfmC7-)Ud`bSU zwSJ~yM(!yxx8@9p_tow{BFb?-&!hj<rnT%c z06w3HJ7;U_9+K^((Kq&2(bt!Hxs;xp{C~~fbJ#iSQ@X%zi%%2y(GN7MSzuaq(dTJ< z9@6^|{A&n>zc8n@EmzR07~V98b#ZYanbz8izYnp~zR-N85WycYx*e&%4G?W$Y+nHD zyg5i#jJ(y~2$j^IN+pbjV)dP*%zE&|&4&1245ufMy@zNx%(!@s-XEah=0cp=R(L{s z8GlIS)pN+clteq=FjhQI2A!m1J|=pC2T@$8`Hs zvw06s2|E|C!4H^LkCk$#(*SNyXzM}SGIC`FOAB$W7w^dWiC);X)7gWJ8V_Lp+j>|? zlEW~qp;qd%)Q65gl$7skq8jITBl4%x8tmct->b;R;SHLA#^sU9f z)X!YSpLe)=7^>|@ATb8oS@-sdqkD+2$xMG3b}WFyvCc~#l-I?eJd*kK)}W|hk4WUHg^H(0BK^OqSTQuDe(A)Z`@4}J7I$G2pO zcmS7%u+{CNRq7lZ!LC0#zY9wY#k*xJpQ&(()wB3dF7in=m z)Zb+Jd&x8#BipcDUw2D&*)+K#lSeIeSn{Uo3QWyRm4>+3ioHwmy=1D&Q^~CL+-;P( z8qYElKJPc)hfW2a@fI(xsQ>atsbrQeMf<}s{4Wyja*a@zU5?Ppd(P@yV1Erv?5NeN z$o?u>XR~0|&gHr~&z$~;Q?JvaDZNLtP8(=c*7L0eel06R!OX)=CX3T({TF^_UG8k- z;k9fMmLBVRXaLP?)8{b$@iRZ$j9bYH{lqE7gU}GkHzX|q0`B})AcohpWh0T z53&48I-EqpWpuoo6czM+J-v$?=WZ|xwA9WXs2@#}Ae!sQh44K?&$+An&-i)*1S;Ts z1J*o4RBCQdRm_;num8cF@vQZiXwb%0T>b)4%G{o4iJ^!6!(f0M&;B79*kA{K&BpFD#546YGn>w zCeiCH=sd-9hVX#nAo#ZN>SeD}T(YkAY-uAl5(Oy5(@69@FniXZ?Xa z>#%7kY!1i8&;4)aD&#(`-|c^@p=U+XG2~mo<`Y>V^KCBDR%JHc2FV+ZD#`Nkv*_2# zn3!r{7h`Tk7OqA9oA7Ws4?cs%w$ghH$)43lW}dwV(}Nt5{9%KPCb<^Q+R#t+Hq05% zvUldscZEgdh1uco%T;q?t# zI87U=?70+5ACveJ+_{W|nP1+Deg20bt?hf&7#4&NAa@UFR^%DC!SE-Rdd~mX^*0rd zvh5{)^b+1?o$mr%>n7r#jIlScKok7=3e8ex=O_ST7>g zL+}}=-ShDM58G3FXs#o&GI)!gXW+wFRw{uvx#QS`7rAcCx`O0czYODAlVmyE^6W07 z$k{xi8ZY`u`^onH1>Ca=ax6VwW&cV>#L=v_3#(GUq!m4rg>sSadCNb|c$9n)r)u#c z(I|Oz?&5u!Gn^S5muWwFjdO3jKYaecm;cYGmNl!J{N~Cn@7_MwZY#%UB~U6mWhPeY zeD=^|Ls95(ew1pxL$M-Hrt6TPl3w3;#1>ku(|*>gWgTA&7RU<8e!Q=!eJ7E;x+7b` z@N5kIiv6mvLtm06r&wvssU~*(!`|bxn>^!3vgvk`9q%`_nr@)kGFr4?x&NOtn;dwn zZ0*1&R*-fPyVPgByW#gc4f0O)R@nUED&RfrNrjZmFj(W;L|n>y=Vw_yc{@@Q;UCgx zjni@Zc!k7c==?G+rH|Qs`u|Hs`WZC(T{rBU+$BN@KVf8ORy4s#RBd&!J zhd}Q^`)(GemKoJ5Ya!V@`qArb*p+6vheeHhX;F_~K2Ogh^>m0{@`N$bydum8KBzlWzyT?jciFMN|_-rtqmsTF86A|Dbj$R8kS(Vp_KsceCyx^X0yV z<}`Y}NzSZF{+Aw0dBx-O{)ne^a^4io_)1Hy;N6FfuYgA8;*=6ml67nW{D)#;HM-R_ z4j+q!+gT@>R2o3`Z=-HkalZ-qUWdweWE##FzQvFq;5`wBSur_-zfZv2b>!?Sp4|?| zbF|jV6<=n-ejtuK#?MdoKTnQp(PgQg%8~90<6Jj74X6K+BFJ(0)I*Oi=xq`1r|RhW z^lKs-UP1dK^mc;YvmUB~k@yxr&+x-MVQ8q=;^KTV{oh@{?Mkd059jivN-oCV@N=i= zJjs>9MmXM!E2&+QT@1 z#ox}XIG+TWM{*`>Z-hX7G4MF!Xj9tOV z$Ap?%4)^XNXHA$VyTpYU)C?;9cuggE<%w0^hCPRMcd%H-@#0$SiSO&ld^4*y#FisS zkvY_fJDs3Zo&I0LHrHUkivbJ#e?|LQD_jm@ck;>GNqG}3FNRzRh<-x@FDdsPO zz&UI)8NVN(%Tu`i9-9xfuY&Uq*T+2PwWUD~ygQP;)?&})7A{nl}*9y5|{hUn=y zM`gX$#q>#jw9M!JSfnV&Plt$WS-bp@vFRUHdC=L<>%S4}>{YPtY)s8M?n!KMoHmwV z;&C*7L>%}4(?-GeWZ0hsi__p%Te}Zq%YV3fsWX!SF14&v=Qd9b7x3|i*|0ubcJkz8 zg-QOJ?lA2Oo8o+Dx^ZCye@fog4*F`qLR+CQM@uJT)N5ix*3MUP#tqIKt@SqoLbNc*6A0q=W48+DBZL+IH=PesYq702?n<#9a@6t8~d0ehgC z)t$*;@d1Qehy)Mu{w6rqmHz*cyB>*O!{hzM!yXvlg|*LNwI6&wgN6GRVs}-e+@X-I zBpP<3!wk~=%|_1~^ETt~dwzFlr8{|lBLAi0&z)lb&$P^X_IXerPs>+v?pu;f$D?-q z>O-$}!Ni*%H+I(qtJk~gW zqE;&z_cC5Qrj53?oebS!@Y=}o2V>*|Bq~OiWN>)j+2=TVtRrV?`C@o1BK2joJqDAL zPcS)euV<5G+Ac%l$@I8iWLwWe?}1o7e1C-xY-6j2&bU$=>sh-bIp?zOU^W}+({~VS zXwRkiassrIQS@F?CI8?c=VfI2(Q!-IV~5ChF+L}+?w|1J$>z!4HBEo3w35}h1L2a| zs?+)Wd$^dj4DCgwXi-y~(?qI3}yXA2xneB30gLU0m?xv)TUz7CXgJAKAKww6(}Q)#&v{Ax=KT#$V&~ zO0r%;{w|{1AKLi_?^E+OtLR_$sTluX3)5yaSVx)(P|JvaBA@#NN~6eCgQOSpqc3^$ zXtqmz(^*#xAQak58wt7O}tN8w-_O-(7#V3Q*7b&Z+uJ2Kr8<`cq^|9m}U^ zo-96d_0^uwB-2eXUT~`~PAK^uw;AR!sD+RWtGTN&ma&Ix? zbUdprqTC3NN{;EJjc>%4_Lxxvx@VAWp`K23`~vcS#||xVICWxMXf4=g7Uq6rd`WBD z$hk;Qy-CuGOw+NWhO;iku4XhVjrmtr@1q+VCeLysoH|p_14+IC7l*h?*$mCR zrA;lq5{|u)mIsJm)r@L~+8PcO*V8v5Sr?;H)(|AK?n2zn-9pxstmE|?_+&pEs|&mS zVoaX$_ZLGJXlXF-Nky4dtKG{PdHVH|-p+@7Dp7q0_2ejDPQSb@8Dlj1kbh?tRB9aN z8N|t2?@hb^@u&MBo^?5yOFqO1P|dMtU^8tyOQH&0_lD-?tWZ| zfgfPVWZ0(m+fsdG#%x*W4%2HDEq!i8DZzgGV#+2XM4o)6mVIV0%w@~>o$)gk9Lkb; zqCbX}$6$9qarJdpUJjjh{ON1*brEaoii6$ZUS7MmvRZu@wW9d~On%WZZ$sz<+wXO5 z>I`~RRv9)eYC6IQ*o#zFWiGs zSwoguZ>bve3GYY+ux;4#6a-6>u>&95K-)a=n(flU1yUg$lQ+|I*_t+s5!+-mf=*%*H#etbmwypbHhf_L!uYxq}DoX8c*FxK3H zPb;x@vv_eU@A)29r@%XFo036%Kk=lIaW&7#YVxY!_pI~oGD=)WuYK|52KX#4cuPB) z8*II0m>fjy8Ton7(xCWS8V15U!JW{w{ z+gZ5kTg{%X8!*-^i9pE)XuqCJ9m?OIQH+YjlTZool;fYdxM_8k?nuX(V-?;@#=Be=#sGZG6mXo}^Pd}3FGcEQuMkV{--L$C; zv$@WljjwrrFcIPpvtVZZJtFp`&i&=A*#loQ-|$1)_9R8#M(@W`^RW2|%=+E2(?qEQ zAbYCwlOuH)+>&!NPt8xlhVw+y_aLx8&+CY1Wt{(%_;4+L&S%@qd#o-Ryh`Jjcwi^| z-A3E2z-y$J%+5ZXMSrAe?zyYLw}ow;NO~|d_R_=IteOm-Z{a{$?ViT&nR)su4OYPB z2+V6%VARdV;%D@^gVYUhce=6r8vM)r(o~(;&(BuvpQ6=Cq)ld{jx6#8G?LMMUq@aF zuN!R3ytAX=^C0;)h*BkRYPmQ&z|kKY32Kre_b5GZH#K>(KH*;@W!5S$qMRmn5S-sI-~0i##Lu$*n5;?!)omB*SBoY@7&nJd$RB&!RtHnXaP6%*#)JVs+cUuWJ=AG*K7fAe(p0K9Ea%8IzVjJ;Fk@lLkPx`7)- z)m+K`gVT8ukX0{5?B8IVJ_4uSAxS?-P1aB5HeHF+uaPh_v{U!BDyB}w>C~}WN`h3} z?!rcc@azcoSyb~dd>%3tY{x_!M_CvWjv>G2@mdx$=chT=r$ zX7=?Xm~@UF`m#ZJc)f(9dG2~T=KUnXZe`O(+8@k*lOQ}%8>u6isD7U_syaWpiQ7T^ zE|O(k)GYq=0lT%pjXY8Q*8b#U8pQX<)9+3UpKJ_YqxbvmIl<>2^wouz<#}@|zYbvg za;^+h`|xR30{h}$BW&oUkJj|cT$k<6UoURI3BBsZ*_*K95_Wx*@4Q8_sxaHiUbX3P z4ry*9<5%SCLbn5Glj_kYLZdh&ekO4rM{cEGDHgsAf?2UsM*PeB+@d}ep=C1rWIe+MAzTRTua1x0V27|>tu|-n3qS( zI@)f<`ZHZIruIqhrc;q}fHups+0jPqMDh2Wli5L^;a?G&tl-Bl)9YBUaV#8p)3d?%1@MNg%L+ffH)i4Zt2TqNkb1=_16tf%fq>=R60m+8s zI|l|g>!Ak=Y!VAjckWLZocH8I9Pz!swZ*No$z9oz6`}gLo~QA>PV_ke)3OS50|bXU zyPjCx%sH9&maP5v=zj+(XBLh~t%nz!zZy2b;#WCmT#cn0wLXGWKeFPvv~2@}SR>El zleecC35(HoBP6$rVacFyy}cX7gH*e!rQhU*>OiA;G)uPKOWk> zNqU~hP>kF&9lL>-X9mVA+I@*tX1hk*1goP8p6~!KnS`Hx+;2XHtrt1#Lw@)S-IIT} zFRQ%FiXUSBJ7V1TS~-|yKc~wwXLexg!FW;G5jC|j%%_9sFt@<`OUZqoX#5As?!lq~ zv`U zGj@>kZkj)XV?Ej7B4gNQcqZG}9FeOC3{Dp@KO|*EKDtnkmqPG<$1j3wp0|!;wexsX zYPPO`bSe?2ip63~et=INYReXQx2Nlgwm*w&Rax|uf)D1pvK4Gkwm)l$>lDVEUi5l~ z_kRfa2U+txNcGTb-q$|v>=E=z-r-Kz(5?{E?q;FP1-%YxGw?8TEFYoK9$PkQ{}R6Z zkFy$TGwVOAvg>DL9tfw!WI7s-t+bK4!Tm(lJfoUV`-RTET?;*Myb-O7YA@9&`xK&I zBO3iCPNYuFR#ti+wy6U7qyOjfn3A*^hBqgQz@5db`XpSz63JkjRkoX**_;2B)Z+fe z`F};}c|8AR5#TlqXrrZ@`N2*4-h*umA)0*F<5+D8-~Ns?SHbir+RlZ|+pN|Z-;Ur# zb8zMc@hmgh7PI?@_%%fAyP3RMN12R_6&?393pBKE5Zu1Og47o61e;69)0_wGL$_py zNfv>BMUOvN;1nEA9^A$vOc!Tw5@l`>71xm^wTfD>eN#tYNz!7h_bgtmgj5Am=U$>B z$?N-E9pb+_c8j+97-N=0By+&p@aCy_*__SpSp$Ca}jrj!g#SAtdO?yUv5_S--|4*+JZ@yK_+2mC&f^_D#m&^X+#8OSSm7;J z{ZHgrBc^oYMVHyK24X%7dr&gQ(3Tt zPnp-0dfx+R^df97)$hlS*~bW&%Y6Tf1EC8Xdo51fCyK>mpXJ%7h-zOr zyD^LQ6Tc4ftsI75$F3tWYa*#~?J^#RsyU}N`I|wcdBLK|d-w>RFXgufLvj+twvqT| zwmZpnR!wKrB>6%%c$gPotc@|gUtnL_PUh#^=-h#%54!?D`T2Ep&&_ zOn=QFk$H&^dPedm%RD1;4t0JR=pC)C{b9K`eTR~$b>Zo4MwR8xUoZBYfdQjw{umF* zO7!1J+CVR#(s4KGQ~iCoBQK-xZM<I!}` zTFlwk|JmdngXcFIA?{_>UwPugBpgMWwb*qGPR%LA+!wHJ37Os$vuB9Z>)GrNc&+1W z^Bt8{WKUsLV+@)i0uHCyp%|Z0>1b9+rTOQ{lH9C=$ndF=EBTneb9S;?mvl{VC0k8) z-rwvs7SehC-pKdNxlbm!}_brTcwdvK7MISO!{L0Vv z;$yF2<1Mys;1j>H*5CM7kA`>H_Z&Hn)58|MrYcsd60Rc2bU)L0$aZmaJ$W);{|Hzt z#?RErSO>wE;JgA3S#5En9{17yqqMF=$ELRRhwg*UY^s-{#^6MPg=~_UIG>XCZuq1w z;a7NeKMC)K&Pd}*XYnS_^6MIh?qkQ&^i4IjZ^<->A5;xzGuxB;X6`veu3A0;dAmOCiCp~{&zJ}&cfNuqR)(yE=HU@=~ztvf3PW4 zdB@U!wLWgaxzq?w?vUh)JCH6HXz^q0UgwChKD|KVF<6y(!H=;`9h#=HU}I;Wtp7*p z)<pkz$OtmqY1%8dk%n%;=xz%vbsKGkVY3@$0oX!8J=NIlKdlGhwg|1BT$l5B}H@T{^^;CGwqxm}Q`W)g}n;IsJ z5ijQ9$g8dblJ9U7uXusA9$>HQ9d|um%a{$L< zQZ?Uxf=mOPzTBrp5bJ@DS;L)~ahU-y0{1_|ms(f-O2h;#<}_0UMK_Wr}em^QE3-x93-j4jDxxr-hX^*i5@ z$=>-JtV)VA$&S!ZoI8NWry}#qe%9mO*X*;udzErpKg3xLoHt2KA58nY+TEk?N1)T2 zgv(rGCm(x1#k9Dbw{lez)jYhZSFj(*W3hg16^kNS-3z$r4Lh zKh>6!AttrGo71U?qfUdxE?0ObLN#j`>bXW4sMiUeMSN?#s04{EY(5`Pb~$ztEW44v z8N2>N(qzd_CV{Lg8Yaq~gSn;X_&5$_uIKHxJxh<@V6``!JV?_c=#vT-tw{bEw1@MO ztz`O;PPsz;Ko5iH`>Fn#JK}n*YcF!O;RVUOm9;HBS#n=JbtcbLQ6x_~tFz}E?d}7Y zw>K=|K8pKCDgSG^_!;wZ8o z&u?q6U3al|4KIFCgioD@#D}7KyN}FYv*r#cz6F8g7n`I1taScY#7lL7R*w8e?~CCu zy%6D^7ggJm{Y*GlB2#x>Ia&J^acu*S?4+IJoYw&UPh#x^R}HBhTV2#|?Yu8Yk*aD8E_q=$PxqCZEoF}q*PXCWl@fsN2&Jyj6 z>9uTo41UR~dKa$!4x7yTOx^04Y>+p4#kHC`DR)Al3^uM~^KDr1I~1DWe+T`fiqA0d zZise2bKD#~&Vj{^j@XGk)oGUJrH_y@^&{>TGivjU%#@BT-w@+kl5RKoE?}4B+*i@d3qeJuX%pw}BD%NvW#JG!6b zqqOiC$=`+k7IMBqj&DfOT@*bJn#t{d1U{|7;>%fVy!I->WgtwN*moWa>;i}{&akwdInqqblvi)jrTNt+WE!9Bl>Ai&>lJ|eBnE3)Zn)*~4 z*N(&6JjZ;7e8+2hJZ62u!+tfo|0sI5w|ykPI?x#Wfop-ateAHllO45;2H&t!uGv3f zzl>;Cu=x|lvs5z59KhSOezcZXU_?h2C`qILuh*IU2!9u@E;5_$TfLMP2a_edqnMT1 zp(om&xln(x&un{_v0mzctmc(Lxe9KT<$uY$vV+{s$y}6=_0~g4ET0aG^WZig{sjC>)<2x} zi?ICPB2^PdG$KJ2@jdl{Gb1|B0#CxYKWH+R)KjrGYsc5>H5o|1*X}wT`-oJ-#OYq7 z&HVclcv~ABKNL5zLhmYi{Dz}-*(X`Bvo`!`GUslv72ny+rp;jS8;=-d49^pccW{1< z&l`=4dq~k8i>_q#6Y-!WFDwP|Tt#07rQz&S!}j_3wa{2og&x((n=6(6Bs!PH&m(&( zKp#hmCREj=~p z%vKZdE;CQga8%|xT;{6oPw1z<`9*AZwKm?OQiOmco@PSrqo?u|ts7%4hCX01L4)1WOx z|Me+ZJx?IRB-UDv4TB)K4@^3dWf6?_bsv5rnO^bv{sOwIakZn?AF!tc8H$stG&Ur6 zSZ3+=cjS8LpQ`7(NIeD59-#Rgy(jbiZzA6ZSia5oDm*h4E{}ohf0$MoM^fK(C{LW? zh@u$r0R)mUQpxlFxa*Ly z`n{a}b5B`QM5zPwsTlSlE?zA<{;9<+@L%Zqp(}*9iD~C+;{aE1XB%0zn>#_YJOwK(@S+V_oKDW)t*By4tpk9TC<~c-n z+pjbhWxiPQwZ?}kfhm$e60FKeqpV}Iyhq83e`8ujwoJzCrg*WC zHBJx*-w;LL(#8~4|DJE0$S*&H>|a`Y2BzPUbtxZQDn9QvrmW(%_qyuOeNQ88`~ick zT&zNe^;*rU|Ao%`jcrC_#cj}N%Oc8c$MlwJM&StEc3cuScfj?Z02_xxvw8aQQg)DZ}fg8C8$Q zjQ)^X$D?auS!xoTBbraAVcu(}=JqVC9*uA1oSW>I9dKa`9bYHSYS+GrA$jwdr-A2T z)DU={jz^_fY%ZT|hZSX@*O%As5EI&qUT^S%vZ7%}*rZa$(=c4d6Z-S}*J$^b$eA~X z$q<^A-2-9KovbxP%n7a>K5+D8K9#v&gGHc!*l#=OAI94}K{yd-w`0yhtk;bd?tp7n z?M`vz3w(QrzbmwGAKs;E(?xK7SFAmrwu@Qv9DVM@{`a)q1CNq(p*$-jbI+0R{F#T> zcQu?l?#$`SbK6!BzmqiM96t@m&xB7g+NAbhO_CKkyN9&6>f#zc~TO^0N|D2i?0V?kYQT*=1!LbQXYKjWQQ2J;VuVjXQCNUHy1 z=}y3Ys=l{@(=Sm3To+^M5bb<9WX4?6db;_qx~G=X=iHYo%((GJ2GQ&Ck4W0Y*P#UzuCSK%p-zlAo}mPqVNmnVqxSG}*dGW6wq-UFw>@_|_m%vlbbe@Q5XB zHd0TGwaHVe6Zk~lrLN)sdswVIgfiu+LPK1Cp*9sUY6Pi%CHo@Ur0z;{K9qbT z_v__ISJtQLt!$GO){|MG7tXeXMh(4PAu`Xw-MR%99z^z5^csXOBWZA)NHIq&&XeHP zuDhP?s?jkydN$DhDChUb;xTM<8D?j7bLxVO)GnFqw!rW;R}SZ!m5txXr!H&~?T^Iu z1*E9O&P`dS6TiC>W1kiGa?g-#+^MrN-iYOSLvJif-J=W1oa#yAc*P-f=*>QrV3TKs z$-Qwc-`<52dBayqOs%HB7uc?n){UW*^`-T2_C&qj$v;-IO3xm;%**to(R*9 z7gpn)*OF_HHm!_3if^39hF#(HD&4-vs=2HX?Zy=#ml|LF_+nB`E!bD-DLv3_j%3?6+4%e#y;Nt>_rp30x+x%z0)qCD9vK{3pv-9yi8iEV5Rw>oBi5P8GxPyk$C7 zFT?rMC3N0F>vN!bCbW{1<42MVrN^T@H`N-hbssZckM&*o8yq{a!o9{Ds&(pGrLxgY zSpBoPq@T0p+`aDSQ?d_u0~)- zH@)Zm`Up|&cKZCzo3qm+M`!r^a`7^peO**JNbLWg9w+O032u$VscG1fY7hOO_7!aZ zBSGq_J!y8lkS~74CV85k%y@a%bpzj<3Y)Bi8fnZ=@oNcOSFpq9*j5qu;zP;jo!r82 z>+J^G7Ga@wG_9-0zgaMu<{!kC?l8(T?CZ&M2ag^lF10ml?GR5NaK!*uFg=ApF-A_{Gu9tvzPWAI-J3J#jyN!*lcFG zH}GSJD@(BM9M>mP!2UEXhhML2w}%#o8LuXbE`j5(G)cXc)Y=_}g*Wi`x@>ee+n$Wi zb9iCCiw$=y-zVRqMRL}(&|?YwJr`D|@Q&=6Je21bWA}0*O;N2n{f?xf83KVPc>sB;f$Dw2?NM-LK z&>n#6yI5+pG5;g!m8@{6IcTf-@p3w3#bGbpd74e~{w}d|8ml}^=j5LmfcqsyxV*Ps zqu23lSq2yGThf;pZV`OoRzL%ugeUY3FI}2iICv3P7zS~8*)X3_^#>wA5*{7>~F2zr#u~qqk zICH9TTI1u9(ArU;b3-i54x$T-5vEhLaeET+o#j;acGypt%roRLptlY`E(ECWXN0b>)&#cI7Dy}3e%N|V1 zn#xqu$*zS(#(WFgDvB$2itJB`=#vWU^rDE8?;&6NzpUsp7j|#?Hy950n?tXqZGU_& z0@;(<@-jVLD&}P!Z5QaJ^7>w~wQwd`c2e&sSy?YOS}Lpm%Jv7tQ*2QR&Us?fgP(qB?7SD+1f7*6Xej0-Q*gc)PIP4~5$g{3 z*Qf3qe-#Z9gL2>S6c#n4NoqrMWw(+n9k1#Io8)-Qj^T^&5P zr`q~{P`t(2Bly8TB+fUi$@IxQyB&7Fk!ykLOPe!F;^}03F3C^s7ad;}Q!jAEy^zjZ zr93;!+JL+rTTk}n)Tjr|Kize<5))?lzpKCdipRI%z+T>T5X*Li*G_2ssK1S(STZ*s zjh}O{Kl{H<)@}w_ZVeZ-`5L}sscC+C81)9nKXUXl_WGW*d9!nnD6ou| zf5Zl<4!v8eJYoKpRXg*>!{E1%7DwUzBzE6Nmb_ zerI9Nb8K9T4zbSl#%!+FMShY$axaf3WIoj-RjBh5kyul>VYt>i_g0mejbbN#P(uzZ4Qrxw0ObD$%_9p3tYsW=deXt3_ZzD8yIwgO}wx>{qE9lGKuBe zSp_3CBuOj%&lG7E^6JE)LukKB+kCI+$0zGyz`G>)N9;}}{j+I*0gEU9%rFxE%HIxy z%}LJQFV2i)wKecw;EGRSQIy6fU}I_{oeTY2$ed>upV0CTR~>~dHTYL*RP_|C-g0~{ zkE}|IkKvZprya}|?~6cLZIU(7Va_s9b|H%=|8Ld?m-g>FKvFdOFTqFQ8!;%B_^Qj9o7 zKV?aLv+>@C*P)Q8CZ0b7p*(*dLh3xrTfllX3P!CA@4K*XDoxt+vfGS2)VN8o>%__GwRz7$Ea(rvOh zS_1C-u|+CE4&tR<$a57P&lh#BA?IT(ll4b+jFS~z&qHA!yssm}(1JNM>o1d~GM;&^ znP;b&=r;B$L5kE$E=IquZ2qno^A0)VEhqas-tz*TZsr$v>i1RJtRlhJ_+7<#XK0o0 zn)e%PJq{->-ov_AKz0oqvKh)7l1#xx^R%UfgG9%;(aUqu6PrH(Q zHnk(Kg?C~1B4_KdEcs8S=>eX$T#A)PId`$+_nJYHOJgRTJFrq?@?315Nq&P8ez(Kq zakO8eZPrL_$A}_4WCy*Lxj)Empylw$`;(y%|BLPNooI(^_lYQD*!f%kmnGG2?o=*g zi62HC8b(`i>2A^GPO&KKAU|jA+A+og6Bt9 z`=(-cKPaWT%hH1A`U(!8#h;T8VVOR+((4fH8$*vZ^jk=>_-HGZnQheMBA#OWtcY)7 zuCGj=!n7G{_Ic6hwM3d3&Mm>Jx#akXd@t$mS(?4z>K^W0ZZYC0+TBl^XZ3KXsB*vf zlG>DcGn91#-$1{I{=@o)$mXno%UpJaK>6M&Q1GW$0h zkhdu;A9Hjs+Z>4vv#~L&8nSmLyV8<7=`>g5-ZAUc%IGP!+r@^-BDBt3&9B;g4AE)@ z-)Fy|SyhZ$g@xDQbQ2u>v>-OF#g2z~{8Zx%gT<%N3$s&KxGxEMnz?El;Q@S^fcJT` z^d;2S(c^dC`xQHG_VXTXpY=Oc-oN1Kr9^~IFv(7lpJ{d&dklixwS4*yYzfZ|8|IJ@$yyZQ;XY%7kH6LU9+xmh_H-YkH7-clwD!7LItC)H(;ev5vWVa{LT z#X-=&QlEJiy&wEj;owdfw!z-|G#&}1ounF~)n4~+^YLmCoKAq~L$o*y7I}95HQp}6 zn?`z`=dXNIs3#_7?cAS`xB|jMX>knP8oK^27Ol*a&xgP&>`Qg)gIIMsU$_OE2I#pO zN$(X?MkxLWIT!#?Mc+ZmC04S-e|RO=sR|(hQnV#errMeeM@}5 zSlcDWDg^s{YkLe&2GB71ZWrU%vpl{I3nd?ad9%+xNN(`gP%}d#$4i-4PiN(1UYSI? zZ)lhZcAv5GeEbO`PsiVB>~o6$Q;jU|97Y>;t*f&7v_6!|^4HW&+00|N@aFr-^*2v^ zlulbcC@BeXll-(1l5twIJN0POi@s1ax3iHbANPoUj);n_)dH2`j z5DcEfR{y~JMV!i$sm8cciq{R&<4Si|S#$7?`Q>BQErm(vx$1Tn7!KK!;oXfcJG6d6 z?A?yR!}WGLiw}2QR@f~O^HM3Yfws*=ntT_`%$k)$SHq_w6wY?`e%|tk78OW;lc@eT zhMlL^v*6K!9M8FKub(nBxY!I<$9UPjyBj;QYw<~5{XNTnW?0lhlc@pANSN=snW>zgYWA+ymX`Na|vCWwG7#`i8$Yq0w@D{uUqeeJ=Zn-@*N< zykQfM8c4rMJUux-YUXTFZRoa3w0e`@R^=zh^XRNYN^YT7 z_4Eoq?~ElsV!}UsX(;NB8CRnzMVHkt{WWa20ZiNl<~9_zEu;Wj+WuFH5!_%+0* z>X=gj>We(l$+wvq?3mTUhtTvIUb9Z$-JF}N&o2C;6Yp)}_j(cISIo+jmQ)hDLF?!6 z_cgk`Rp1Zv9REyY`W6pT&tVk}b0>EcNv?;)U&c)Rz1-hdWSIdxY#-}J!j^iyffQLc zu!AJU`Or@NE@Pouc(x4wsR=SqzsYM{gm(|X*c;eARp=MO^IHg|l5*Cs4=~~Y7OIR( zxr@8fY}T&8Gh68KBzoLwp4iFe_095!Kqc!WFUR{UNVJU9cakG-Q=d0Ns_3Q~$^OpH zh2qb8xSdyz6325VIhi+{h3AK`$6W3HBK=}x_ra=Xwfjx~pVMiH5mTEyajpXfXC20P zjH(IQEAe_0oIh}UH3m%g*S+{~2-f9kZT6&mDmsnDrqOhMN2?ulsE8w3Ih-23Gst!; z^o}z-q-sM}HXmU8CFYfH^^$ML?eKUgOZ-HtcS!Y@ag#IVQgOBw#Ip{(ke-i#!3@6f z0<4CT?kfG15f8lW)h`}W$xn`mo>g5`Jr2a`Y-=6AYU}S!npJu;X zyuUIn`@!%Ua-<&RV^CVgTT?IM3H(~7x2*QOgLE|@`w#D}&O=k(^%oXRcK75vZ9%r& zZOnnxeNdQ2&-LPMC%QbwgBHN(2>jp6-}998b$#ZWVRNib2I)?aFU+$$X`8GDeeo{O zo|a>Ao+-Zu*Sc_h3&UQ5?PmI9cTa2RX7}58k|xs3)pr{s_hFS(t3MASt;usc`3_|1 zMYMR)vFzbK(b?C;p;Qf?s>M*(B}Z1?4IRZJvfAQT-jW^Y59+nEE0fuwF6;hAi-SqG zg8mPYx(GHsK(50`*u}Z=ti1}lt@K#g>@uC6fAitvj5z_m_ptwL*U!S$ zxP=+AGB!R5^W$K@+xTxdpRAKl8l$IAbx3k7ZGOg=`F!?Px@_P}smfe|u7^PFF#O3A zm}y2#KKWF3yV)H^MH;8Z+fY~JZRPP~Xv2o7U2~%7@qnv-5JP+F`8F*pv&uEN`#LY$ zi`}P*g&jzBjZu@KwU~Ar;B=1J@qGv$&f+VfatIBRh3Q3XzJNz1)Ba5?eJP*L6QvjN zcMyNf^O)3OD#KGNvh)6C&_3pe%C4_M!h7hLr#{QrHfxES;ruVG@iiG{I+`kj_i8_n z&NX4!4&rC&p&Q)qrGG;ncqHv_hI)HFZ8BMq5ljbv!eJ4a&ZEE***V(xyfg4=rcFx~aBnQW&UXSEpE4`%ytvNLH@6)~#~ zv+884-W!X_)p4z@ev@svsMwf#99dml#_`hdSPG%v%`9h%>W|ZE2ie-OL0cR?%<;GN zRKw_p8SAWqZ!@V(6xRL71{aaHjkxrT7DpN709yYE@s}Vn8js#EMmy{(O}gwvO%;*X zXw{kpQ-yOrTpz`R;`->p1`B-3H?Y(_e}Vn#!Y^y%jyHB`)_wzb3!81bVnnJLq?TXy zPrd?!6QEQBZ`#szB#zeB>)*KYBKvJ2@hdcXg!cJ9*%AMq;8E3JHCW$SXFr~$ZsD=- zn-kAxtK?d!2fxSg<9yd-x76uuT1L+!+4pZf--#bb)8b_|+D5iFq4B(aGIJd0UtQ?+ z=EbLKy@YQ~=ZmxH+{A3Oh<-KMqodDxuDJ%!lgq6G3!kc=tMz>-X|fXQIKJIeRI5kQ z+3Z!Dq}4?1R3CU-w0+1`2VvB&uuWa9%dq7!I;DQrvE(UA_Cn%uG97g?*2RurLZ(uz zdbs{e;mS^!%piAa-vd10 zC!hB5!ohmI!94gp%xds~5%l{)k9BBYP0X7{zLP|-=e5rFqLI%3Ad)U*^Dy%UXr}V) z=Q!OG8$ZCN$Bf$Ar;p+GhhFZY)je!*FUjU&Ok=&?#%~|Qw5qO1R<4m z@@D45tik-t?__uQkPb6>O_*^OgnnW9rX=|k>kj8-2gCY4+!$;wJeyuC@U06O-ese~ z?32}pOIWm?er~5z_VZ`W++{pIwWCht*~tl)Ri$})ISW3?n$#RZU+KFv{l{ZtvhV%D z({85eN|x&aso@YWhBdRvX=ksw!*@`Kt z{yYI|$2tBfPrTIe|CzNPgkRS2zvuTq*fByBJ4O_I#@G+iVlT^QedNJ<=*r%yKk^Zo z+u-#Y7HdSddi2|mEZy~xcb2*Sc7FDitCLrAt={9c6AO5HGaovY^ryROgHiXg`MGTL zH}-zP3iOv_wZ?Ax8^4wnN)AjCWj)8Z+osWgaJ)~;Di#xDM4=hQp#Z!6g z*P?$npYJwCTM;oeh2zDmj5ipI^IhhCTx(G9t)P|O@*H-yyNZr@_AaS!BzNAz-EM?s zu-Zf0_9DzD|LlKk)z8jM$3> zJFwS{ESTCDsi~b+cdzpKWXfn^%;h}g2OO$K&*#lI_nU8r8MQYnB(KD7OiWI%WVP$A z%{r*$-Q-46o-2w?bWK*AAIpBTjM+ydna);SvHI`=4;f+ZNL|ZsjGuS(XVG#1hV0f; zG(L__oRUfGXyczHM;Z*XoP3G^(4*NTK zPKQx%dOgdt_mC?q4_DK%7>U}_`bj2*iB^sqaoR@jxQ1~)rD z+z6jw#1x!6%%>}iKgG&9s_u$_LcPEQ!t1#gUeJ^+CmtEj9M21c72s)UFj?;Fm`3xpb z6DJqpRDVeCW4V4lrDoCPS|&T>xuVE?QvBbOxUGEqF_@Kr#JN1?C02QoA0%tqXtCrO z_g7aL^FX#;Bj&Y&;SqYyGxDM&S`E);STY7Gso$G-*=e~UFZLQ*`OIK zzNL>x=+_nxQdjv^-g32>@lQT;5-pNx=XEh{zR~)y>xKd^UCbsG=sI3hco<)*I@`|t zR}2f%*Is=N!M(GcPwuN@9UlbOYP>6}9Q)JjXO9iqAQXC?sc&|7^`43FY_-t1?`_HyV2(d2P1%bO?g z+<9~uF*07R&rIOV&avKG=%eN-ZdVZDwAlSJKUB=9tQCzMd(vm>L9&8#KJ2by`BYc zFjlf4cV)?B4_?h)si6KatX}ZBoBl?_yD^>agZwT0uqp%_YndD$*)8xYN$auhQa$!% zm+QrkPQ3VYx@Ud&L<~(n-iOK38rSE!aw)%inGCPca|_ESV?$~?OoMxNna_52QWaMJ zLTW3|_)S08(58c)vu2_N%`+Vp9yk0#i)%J|3AAQfzWrPp8P zs?IpmM=yJE`$E0sE$v_A`i?{=v;G(KTqzp;X|#RDSgcJdp>~JV(`=YZw%Juy2*Nek z>=)x!!QrL;Duqu^>Ax|KY=FmpT4i<9{zgr%w5*)Vipj(1p8CiWaP3F7YFcpbvbNyJ zP+qwf0$0-GTb_~3DS3u_J|7$iiDGQ=kTVO->sx7m7;at$rMx+6fhY5gHxVwC`0ZEZ zS`3pjAhL&l%@Re1cLG)dOH;;=2&*ReT5L{&Re`&LgZvTmvZD{xc+ou9=!v#fp;b& zesX3NGj>lg_6pv2j1dOtu`oU?BHtR;8A<-kS>@bgTvre^--lXi4%KGws@e>3{Wz%X zg2e=_Dq~hharidpW5dIoS;CIVf_N29Y=_(sXxE2H=J$K_)Q*SOhjcBtjb{6aV%KQ0 zB(rELLEq+1YPra~+mWB}Am8_sIV{Is_S2Iejwe%gP?aPOsQ^=whR^fV+Ir19x~=$hHo2Dbz8#|Hr{d6U;!#zWTtJT1*fRo)hT-CG zJgJBIc8hUhrPNmX1?nv@<_&H4H%i_BR-jW>>deEVJaMY%s(c^c=GZ?*Z)NmnjD9c8 zuQz`7629l!PWpd=HmRZ)dtO4jsrWbAv8+uV%vyO@JV8I>S?n&{%`WMiX^>3f?~>(v zBYwx$9mqQg)5}ABgqZUtyz;*4d-lsy`(MP1!+CEZeLheBjWk#Uf#vQuZx!hplXoKD zY;De6LAD?K>#2ve^qENG%rDI`s3?n^poir!?QWFw>2y21EAo(M$(dD)70q{d(rmFF zF6I5luw*YICOiDmdVEw2T7@s!8POYm3gdMt*DfO6GCXYHie!$OZT>hOXC_0Z4=IxI z-~rM6WFx(aJ=Z`t-%6i@X0jP%uhK{6rDWmV3hnPn_>;b}p1vjB!?B{q%4+z#SmIII zCRgP;`hTp|XdFo%ni}|2+IOqA`f5g>gN>JZ4hO^Va`W|GGi-08701)pc>FO&%#+i{ zMSwr~P%%FCD`s86((6T$X7o>P?LH#RX>fm<_H$sL=cvPRyqKd+@HCZ`28cN0#Lu_+ z>n8fGz@1|pYsk_{ER`B? z_wwd#km~DRY_L11Wb7=B~+39=G-Etb#ml-9)-A7aCmkbSA z&y!Vx$_hQspatl{SPMnB>3H+uSL+!x`S)UmYJ`FSd+f{;oW*@ogso}9mgo`^KNenuNX_B zgIw3xjM%T>?xqNjS|f@T66>=EV?EZFB}+Nn8-=H(TzMK~H}L2);c+B{=kk>9V(lla zvzYb&fMsXr8nWiOtnog-$orR7WKRyR4aS-*W+$WDEb~rQi`HPL;@ zfy-%qIlPOo-&hvQ4yQNp=Rmy5?3gDb#p&6}7)Q|V6F418vMt)B4$caF&cmDoM72Dh zFXxJ6IJq4<$q|syL#WlhL_W%G&!$^Pg~Zi#2?zwbqm(b@O!4V%X$9??AOT{ z=g~Otwg*A2r8ZMoF4hWOlCbjOfgC&)J*5g6GTb*GxDogt86G;u{)%aJM&XsxD zJjf+y;BY#x5TBCgV6c`C^1YwgVybwt6teO7hJ5B3@)d>N6j;<|**sbM7#_)`dL)a! z;{SdkKouCL(qS<(z`H#4D6#ev4Cp|bJw~5Q&Ou`6#eOehiyN_GEiO$rX7Y%HJynf0 z+o*XiJRSo(@PMXzewS87wfJ2$`QE4Aw5Sa2MULH!TUntvM65dtnpMfa-u=!~to1XQ z-(#b(yyhqJyo}S+X?F?ECl}$t&j|8{&PPM$0NUq|i>c->y;)aT2Gk}~TfN8ws_yzMp1)Q9{! zTs@qm7vNA;y{-Q!};U{?9tzsq@4HS+y~#|N^`!NzIGd-8;|h$H90VYT*W z(>)c0pAv-%>+xG{ro!Z3ar+uxf4Z}+J(*d-0$=KJ0lWTW{N#M=1f4MjaiLNH2UfW% zRWb9eIL}Sy;^;eKR(4x;Bwtk?yhfZ&-k7|_*+cJCb{#>Y1MqAVbS_};x~!UtvZ*h5 z75`5Kf#ieuR1|)kZikYj3O}9ac;av}cy5An-iN=$YNzJ`g^l~OK7vwY&w#aOYoms zG_B%zc5MERpG);p-MBT`b}Jly)&76xzI^EUuTbe!i{c+3*Hq-Qvg?wy!2CUT40@E`a2$ znWd+b^qBo@Wy$a)U2k-3myxc3a%y~T$HPH;j#YH*J4~7mpXbd)PvFmHS7qMb zN!k}NehKT8H}_{vXERJp#*#OoGe>+_EIMb+>htXN8U8e&-?9ApRw$KsFVc;67a1*2 zT^GS;2JMoyFd4{-i>PNqVt~($v1|~H=Ci~O7}UW2Kk@S|Y^lWW^Q~qFyn5ArGNw+?cwJ$pT99xWk8?WUnn9p&|eoapUT^o ziwdi7_(FE>$>yni^Ba#Dua}ot<$vbcR1Z0hHSW?P)mM(fq!;Mb3Bp1w!>-$tL*P`Hdf zH)8k|^l1X4ZL~{muT2I1vx`34>GFWc*V$EBBUH>N@8ZQpev)ymi!ru{Y=?@1nbWdH zE30^S>Tij;DSHzKvg(mMC*LT?u|akap2`c4fy_c)k$llZF|LL2AENCkY?3U^&yo33 zd>9G)-^s9+zrRSYMo>tegncA^#g#?%yS*SLEy3|`pmrsx%D`_9zW>0R4}*MtC}fZD zzcl#@lao>L3G6CN&aC5UC}L#IMQ7)-imQCI2BqQ7wzL}bx*Zco2I?vSq0y^C$0^g>;A#@$aI_1c8IFEf#WT+3XuW0-v z9M?GdK27$Cm5(^KiB(rXWF9=4nWM8>XQAkGY=I8b^tMynDMI>J;PM#ElMUr9QXE9) z{y0=w>l*C+p=)Z2qghcg7@v}3;0Mv656yHs$D{H;! z=n#DD<=Q;YNxV)4uJ2qiQLJAevaI08ACuw&GF|Q4z$CmI%u-K_O3QiD`S|rLxk~E2 z5CpP&<2uK$Bwcx*PQazQ(5cV!8jztQE41OgdBkpZ*sbNM_;8_Ez7k`egxC-2c9esr_W%cH#5E+fpbwrsuSoE_t*_qjkEjzoW5X9$_{~SFZqle{e zat024VmA36`d!&`k{I+Odpt<`!?gX#74`Iz93P1<^P!o{OZUV5MdLpU=^c<-2HQRS zB-vjZi_bgxLp3(N4KC9mR|*E%Kbln~>%^6tV1B0KrLiuR+-isp4~heynZt{)SF-vi zTYe=>>r2P(nENPSse{*7V8aM%uezBgwb*o)+5A(;-XW4DA7NuQJ(f2u$I6zl?#}P(@T#oq`he!$ zaPJn!=a8@#iMEsZ2bgaW)$YNncBI&5^k4CD1y4*KlI+48%p)5aYYDvn_IK_!8X5Uz z+P7e(bH$=tuwuCuyYOqEPd#AS52F&HTajlFjQ8gqO)%{2Vfz2CW5p%Nm|udV5jdxd(4Suk6Hb4auzLKbzgkiY0y6@pCu~HcGPI zrJl(kzf%?CZ&4)sfB%I{dA(&{Y85tqlmCp?vOJsBHDCSZ$~@b=n|wQ@>pq3|XC-pam9-39&vyIV-t z42veS$749%otI`UNIf2YD)d(C`5@fSKIYVW%38ZT$7l_^zeqn8)4s&>XZX~I#=IB$ zOE5G0YUlIvx14_-mJQf!6%_LRw>9hbC1rL9U#7)Ik}h*~vfO0We#87$7)F=zrqm4mI>AQ|qnVkPgX`ogTEn3lW0YGlj(!~$ni-#xY2 zE7P$d%k6HpO!3{yuir_|E;*Vmc-3P z)Mv=MPSi;j*sLhJ+4rPW$C(PP#&BHAs##_Fi@tkf^ElFf$5yH4{0!;ygzaSft7BF< z#<^En>mJ%IGsb~rI!TX>+%sN}2lH_>PjxDbucx@SF{Gx^=aho)?`8CrY*3Sp(!d;B zkA+`@-J9Y}C*0j@R@+9l+4w(!Z5GmGKiY1lMOLL&@-O=-Dqz+L(Ao!`IW!ujpTVTh zyZONo@6LLI{IwE)vWD~o+NYk>Vk75HCvTnVV9XovPmbV6_(DZ(+S2S=()Z=j1NAnI zmdP!?(Ye!MT#XHeV#{pIc#_Vk{&}}^kCAi{pE!rDvde3^D3FS+$C0e4xYmqyFW|Xj z$ytIP*){kf4{QscJi{)hp?*#=)^_9eBGKFQc||{U z#lR2P_+~ul>&mP}DaS&?jPsZKk)8NDS?l4VX4se2Of!7S>WW3ix|2-r^X}5d?!^o9 z`x{yjEb zf-4#{4oEGZ|@XeXS`V!_MBil+Kb9L~X{vX7@FuRWt2lQK^uEQ5vij`<^{4Txkx0B7GqNt{ zXS3r;?70M*_w#_J>~jPRQ@QaP=zK$l)P^eRue{A%0Lx>=j-u{sT4+0&JdfgTVO$=m z?}uRCot|M&YixKH8{1%N>K6ZHZY@iX)9KVsANiJW5w@v0G4yy*HyI8lQ)Ep_eP`pIs^^5WgU?qmMuCx4UkZtezx~`G%UB2&d@r8%#WxX65MC)YvC!xeH&* zIkz7T-XvXNoJ{`Y5nA`glM8ujX6X;yy(Lq4eE189bi$M6B2!bnr%vk4S|uOjOg0+= z%UE+7Tziu7a}gs|V;1wWM~qYfXXct~u6129O;&-+@w|73{wLw;Ls;~cS?Ld`H^8>k zQO|UvP&1tt`4=&%`(&B zbS+IzBjZ`@pKpcNXt7u{X=8-)TISo;xvnXPS zEm(OEEWQ_mZh*x^*Qc6GDNKI=CVlAsxoDX>tnFE-y#A8^W{t59rt?R&!Ft;B_jgZo;j>c<>|s)**Rv zvb?~0Z|U&|R$s%nYKq8ZG37?w&#K7x;5Ax&EQxF7M9XjZ;WOgSfAoHge`ZHOMRvY~ z)IY-HCzdS^kK|+;=*%57yPVfOMB+)9^u77>ZJ+Pp9Tyva9UE5`*~UOUs}XO7!Ablh zyS2KD8w*MQ0ZTs0HmS&1inr$Ov8lN64F0Be^rfUeNW^>!nkUhBs~&GASL!3qgL<;e zW`AEtF<~SdE@J=GJFo8V|6uY0J7raQUkKEIc z6_khjzm_|gWM@de?+N;9hUdFr)rZd}&%@y&-{<5RM~~e7BsWG~tex$yZYkummb15* z^ftTJblnY(XO&&P@q7e>tnq6gdes$MI~gr|HYSm%m@^;wJx3H8#}<#dOS!>(m73H` zNSeFRsn|bTA7i!3Gt-BlSrdnnoqH;aR>74#H=acAvqXZtRXqT=%abLjE_8izxvesC zcFOIfbJkvzf_7EDcY1*&ZyVt=94l$utT!CWcBwTrg(p1k`sADY-nqqkPW7j;*wx`|+Q^?1yVKhAz=^l7YKkHs+^*ff`hP^cUd9t1_PdZ+xfmO>y5~KyD%rjMX5m!ou8tp_$vFq! zSqb?FiMIK)fc#lEnRTM|w0@bLj$nt$JR$3Bvfm}Ftqy~{^RIv_SrhSyi1#I?Q@rs5JY=>W|ca|00$wl}mIj<)FseI`^xMVNm(U8pE_aBUTJ+yyh_ru-E%`pCL z>|5OEsRh)JeHQY#>{7p!EmG}ZlZd%Rj5>w{eaZ1ZGG(8{3t0FDwr=9dwa5^wWQSE# zeCb-Dm)tN{TdD5s;Ou-_rA7IxWJ8=k@p%3l0#s z`tbb&@c1>c`72SU3Xh!wqXy#A?Qn@6)gkwySd!Jn$K%sp`{GSux(6 z{8!aP;1UJgn1}@{NLG^9jl#Z9F+bl+2SZ_!9@1x4m7l_2E~HUSbIfGgw{iEKToYg7 z*Ie`DRal*8l@&00Kb#n5+`J2%z&gb-qmi-4;Kxz0YXrf!;gz_YR;9?llCQ;Q{w;`h z$pq7xTwj`lQzP{Qy#7+m9f=JUT=^mnEx@JXm^BnSef97*zx&kDZ(ZAl|ED6?BDh{k z|Ezhw8uH0JUB&;auxK0(ukd>m8$E>y?X}p59es^6oJ@t;Ja?Qw<8NX2E1!xYm9^+& zj2Bq+6cIF8txwleb{=+u$7lL~n5EYnyEv~)Tu7d|quHUYd$$MqLH1^KGw1Bj1Abxs zWbWwV`}tBWv-fQwA5DGJ(vWPAJ9+c=A^i?#?GN#JkDrstSVy$k44MCoR{SwY(#V(r*|KXM<=`d2|}FYY&WJXKiM z)3k>1Vu=TM^hd7SiXD~cmb_5+lDn=mca!4?K5~M{`4_ah;8a#EH^#cM?C~gUJMrWm z=739SH{FP}Jl~s0w(M7&1k=ZjJc@mi#WeX9-@=mQLR@90*vy~CLg7+2ITG7O^1*3( zcn=>o!Z=we7K^io;QoC4$$I?c4m}oQlH1~79Bfbb^6dU4Zg=&6b6!|UKUuwXy(5oe z!aK%UiqBa+8IL)Rr?rQ0Uw&3hoT$Q9m3ZqDI9^>G{L-jDI)4BgcZA8KdfJ9Td5W>i zl|$f~ogPQ>?Ov{UkPc`0{Tokj1_Z@CB9!=|b6mn<(6 z^n5M3=jiQI_RPBcxyH^Lv(d2ooF5fpv-7l1rl^+qRSf$5^xamxtWNf4cv%(p{=+C) zQQL$M^fL1#YwZPEw06gMzp;|_C)o#6MetyZ{M8uAirv)R$`NpwCK8TfyY|@s4-Gc) z+f+|%W!y&OoXZ1_z`}pDOg`%kJZ%`JeGjScXs`n+&*60oQkUXMSuOLfd9?^k^Je}6 z8s{QVztEU$l zt%_DtV4mFt)ydlz-aTM2Rg4=f&OCspB^>+NoRz3Mk@tRuYrRPHuGVYm&`gV7nD@B| zvrQE00{@K3=wfAaX=w7HLUyOHAzn$N-D zTajbQVhxc#5G@;Y}F^Jra&7AxUc(%r>lJT^J}eqq_oM*SZ>$LVz; z#?Hp8OJUfV1cmWCPv=qtV;PR7Ugd2Vls6bzJF^4dMq|-VQhzV%d=Hm5c z3!BF-_qk$+`0=1f`3xNwObq@Ya?Yx?7iZ^SZIAp`ynJv z?%%hKlWfx2Q<-OjsnebJ{>QTU+vbqXSW<&*BY44B$ESgiWpZ{9B%GN z@-ez@y^j|*F-ln9 zUK~oU@S~y99AfKnX(8XJCSGT5RGW$tjhpw9nw%fh2gy|EY4d(#SnAFqNcoznztbX`5$fXK4RE zPyXFZv_&5ukSpKU^R#vou2uJcR~k&g=Rf?ufW#HBse`Lq;$BgBKWXl1%Zl0C^CS#& zhwu~}HyLZP_}2`ci=h4=jy5T{*BMTh?4(OpgymS-*T{46eHqT}cH|&<-tR7C$I%}$)V2jiAm*>LC?bCpar{TpRnEez9Zh%W7(T$D` zaP8M3T`lN+hcD-o`2r)Pg6}d6{syO3`}=XowsPgwdPxnCv$5?*D9$Os>mL2R%^PpV zpeLOvggFnvJM) z93;wC!K_+%dIjGz!}q?+?@cI8;wvapF}R>ctz%^2Oym zx*3TEh(0seH?@m48YTOdl40Nx5*POk>`&I;EXo{%`CCPpv3hO=tN(apa_)X$zALKb z#_XR{O?L5zu;_XV^!CB96Ki`VV*M#hT9jgZ*1&T63PnJ zvM_m;R5i&}2zIBL30I4TEm?IeRJ!2GP(768*H6)L0lQu8Q|kBTz1Vw>B>VdUaVz)Y zoB3bXl+H2wTsWn6%4HDw8rJ*a$E74#j5C?-zQ(7|XuX$Q?ctV+q(glAi*0L=@eaOm z5ee!*;T-cp-iWs}e(sDvF+#o}?Zw++?p$iH$S^-6NL3w1*Xb+up+6>fbywvlYm-*v z|76i(4ZM>(qpH}JwUrOib`5Jycl;zi_AL!__k9=!KPpPMa9vSROYDYke_~y&Ntbv`8)c)O(!8zB65y{BfHwVI)STD*DH4_6o^r(Ja|juO@E` zS`FrD8*#K8E9OpOqVc~o!dzo?hhgsEUSXf_=|0_PH?UV$5FM|d2l(G?%oqllQeP|H79BD?yw^4l&(972my1x#(B-&Ft1Dv&dbo;SP6%a&}X9pPS# zJ{P*;L$N5|r|Yp^3AoJg_ax_jVV~^y{DqV~apN7=rH)Z;mbu%Q?}${L%^|&wohUHC zr&IB+6JBNq<``}BbhQHZ{aYa67zh=I?i_Z`%JxZoVSh4|!qv7sawa6-6}j&v^~1JIlKa#BbV&br{igTnw7=QqYEPSbK=2) z{PcJ}S6YNRhleM#=%3Kv-|RGy9}PE~H^9@k#nq~OsI>MiNOqOJvwNm8Mm4~SKIV)^ z^t6g)JNj!NDW72HO(gHZ)`#(c4d%!u{N-ixXGdOB-jn)km3TyPQSk~9r;#{Q9uCJE zCwHm~>CuxlO0oS+GwHP?I*2sMaQZAi*x*P>vKRF`F)`ool5gTgQohCqE@HDG5U)*^ z;d;!|&CKBY!?8ccybkGPUB8(`4V|0my53^)1x8tqAA4w>n!7iNkrNxcq;?!m#vMq4ZPZo;%eWKBfc-w2svf@GbG=@^{hH6iPy7P@^pTl?2Om2TfYAdfmm4@ zcErrAU@QX7yU5!L&r;8D5c_4t&E49jKJ!;*gbGG0Nwd^}%R1wCc-qHwu1&gb9A8rH@B(ME`>P$l_@7Z5 zh^OnETY@dq{XYS>e`C9={FH*=0>4w;q6djrk!}RGwdT`VA9f?A&Nu!HGhwP=HD~P> zS{*=#Rq*>je~WSTAHKE3w$)YlAA+) znf@<@MSn=tz^mn?x!jQfY&DS#O<^?y!*12X7zkbkn@KcIz3?yDYzh5}npKX3a4(T} zH16j4U?sMD31Ss__d`ZGQh)vR`Y|o18f81Z>(D1FHUD+xM6!g92av0YJHf0JNlv%( zp>&bR@G$Spiq)dx+*VP!2-|ld=L`I*7W)*Z>1w>Mq)pZ-d`8o^ja8PM)tvjt*%JKY zMcnJG-7@k_!^T_nu#*>VW4*!jDk=7~hTD20KSG{U@M|wSX6@c)+Rqbl?jYS=`aToV z6G+(uLhT@4(Ky*pey4NU;heV;$?}=ig{hN~>{}o4f^s;sm{or>(~Kf}9d`^*L;6G4 zrY=BDy50nlA;#~4*^fZ^KT?f=^Bp9-kW^PfE;Wh@`#X7Jy6dH-8T|yl@*g}OF!G^h zy=i!oN)emkd<^!^)MF=ny^FOwz-}mfKVh{~c|{vK)`IFr2tTLgP^@f#C5>6TwBsG% z{UW=S!>Qa^j(2_ojgxU`D$W)WzrW?5|7iUr&q#HTZ}A|zejA%TKk|1=EsH=pYyJ)- zOH;BxZ9Y4ehuq0mlZhxfZS#F%4wOnku@o-v&{Hk8I7&30j2C$d`~^Q8Cq{OM=Xd_P zMa%b%Sw(!9>GLuSsAc|0_2MJNtO}6ITGXtXJ{U`ek*cU;C2-<8TDLbNR-|X@h5w!_QAH7VUyHRHA7)c0Y%NtMT9# z^TzLxUEzw{1!cF)CbAw!+7~hPR-ayD`Q1FH8D6~sp;aQut^7ahwXcThDrnEZp-$$* zPOxqvDyH&l1wX3`?j4d-nhqS}Q@Y*~i@%an7H8gf%(ig|x ziO!G4k7W03N2=tV%5$vj#UBslFL16cwq$2%a>d*N;ZgMd1#T^Q>4UCaV1#+DS*P87 zJasL6`okynSD&EUnPSNw+T9L^U$E*TJiCG~JV~2Hxb%PbGu6#GyRg28GcRhhKid{z zvC;aNC?dW~^65}m>U+UoQ2)~Zmq5A_kISz5OUbj5|Mb&7d)?v(^I_9~uRU+vm&B+k6%^G`md zzF-4COZ9r27_b})qqQi?myc(WrG9=O$7IZWhm`&Cv^RNH89A9!%EDwUALzouzl*6E zJI}OU)OH>YCeP0MGzqKzZ^iqUu6UZQQt_w~?F;*>6hsPXndkC*ak)7JmmBAB?Codv zO`e^4{INMcm*>qjp`W{uH^j)iH*79Sz2$f6`zHV57BMjEWyfRGdE!7;KqTYYA;$ZI zMcQKYOcC>UDC9}SD%g$Eau3{=!DKEAWG6*cxc^|Z*ID{Of4wO#?-V&!@_te9`+XOnk-Jh+zyeuT>%7@oRh*-e&=+fR!> z$!5Qi^z+zY0S%LH^n!w!sTrTlQ_}I`LqB{@_1-7Veis+q;VmTVi*Vkg|K9Aj&-v^L zK7(G%^!mO2cfm3%$gX$wpX8e1Txu{a@$VCweT<1$KrtD|20`^8y>wv1cc51qR;k|D z69cQzdx?m0sWang*skCiQy2FU2jcNe=)Df}>>bGc_*tN8;HjFsM$tJ+3_7=(&@cgu81ne!HGlL$SZv z=n%6;DaS{%@gn2>izoLuv&|^~!gQ846(Rbk5pHDpmOSk^_Zx}Zf5T%P#LB?@Wenaz zj|W{>MRW|l_wj>W5a}bT)i6SGE2K8pqb%P?ZwDItV^SXv(>>4_<(gDWZi`KKkn}o! zvWSG0ajT1nCu`T1DI+AsU?x*NJ4j z6fWP2B7d;@`9@8x-aPyInU$V^<{mL?w*LPVlV*#nvoJB)1MXzg-yE6C7O7u$1sR_a zx0@BPZ!3hdsvx^H%Y()pz!&l)>Lj?8 z*V8Cc}=-uuMo)!ydk9AO@>`C`iS2gXjbnm!sdC=v-+Qf|F8P=n0^n$>T0a< z2i-q+{3|~Et?Ooql9k|nG;Dq`*0-$vk2WJ+bq>Z2$BEZPle>L-ou=2a>bs&&b@SN$ z?2%o8$rV;lFU7I-AAR&C%V4uy9rw)1meSNHYGYn@YTnE5ufdJn*?jBYS#UW(luW*~pw}Mb zIv8sJo~-3*>-a|^WfPkIYoxO5bur8a`qY$epVReMGTp%@`Bt*Owg+nQq4@A84_wI_ z_02uIaN|o{+D@K3$WIDV)E(MS+`R-o`@60_M)YuWE$KhPnuoQ`zUt(K z>V>DNOi_#6hw{=XWcibQZl_aov1~POJC6TdhFLu@U@$f%&&vOJ^ZSlw1p;Wf9zw~5*0 zMoi55q3ktH)uH5*Y3I|K&iBHDW~6-?TlR>4OO0QbwSL3xs>bP~zwgWqS(lNw^r`Rj z7Jps@t-S^F^H=mup3~nPe}rZS(L43YOF6cL&rRhIn_+z=T#w;(r7-_IjBV^5=uzIX zg$)j)S+W5C!<*~=e;*wta@_2?i?lhA?e50b>Tti@T}B~){ovd#QT`1Ks14QB@u*Cf zi_AFJn@v(B`5AikGwLyLIE|bo^tl=%a}W40d{P^Ew=2(v+({5m|F`1MAZOOFiwa<8X* zNp>AraJO-dYYUV53Ys-E>KrlZ2X@RVzwD+v0p~B{UH|ZgIy~W8@{M8tMi@7nrB<`% zc`UOG*RL_heQBKRF|Q8IH^{sLrirBaMsf?SPsFjYuKtz`$!9T;#ai>(_O56pcD9D? zGv4}>4yMa_VqH_7d?za`)pn_#78?C#$ft702RPAJ>!)a0-fWjF)~hk& zU%H(I`}H_En2sIk{2k8>C;o50<*O`r2EOD?$LTa3WBi)>>;-}2TyY`BJ;*BGVP|P= z^Q5#f)?KIl;n2PW5?^8d>0~+u1Df#KYy5lNwI{kRs|(7*Gm#WTvouN9q=M|hWS6V+HQ6(e*1^sZi~ z8~sE$et~uGLOoTylKUo^%Nme7vs@1{{RrKCc-@C&HI1Gfbo5jL;xX^)(2kW^*!QJ?KEYu$ksT5tB2OeU6Dh{)(km?A7JoVY1*W{hUy{vpY zX5K*V?9FTFXzsAHTXQKL^6etE#-?FmR-8UX;=DV{8{}`D%QL)E5WN>$2hzN^c=Ci8 z@-$oz0A|6|%esl^ty-@@)=v^m`<$qtg$XbTHs_+xNLrS>P;FRQH%z_A_rN;ab6 z5b8+F)Ya<(r59jcR!^BnH^Jk1NS#E}dwAG|V#_pF7l%u#N{)BOlhp#L`}#V*9<9yC z>~sqo{Eb6>%=6uNb9cUf7HjUopxZFAG5$9oN%nW&P486wTws*!?96+b?=bxQ0(@`R z^8?s9i`RVOo~4c$c@FGSf4UT1kAeAq{OMNg&wWTge%=X+3-$95Ia=|DviO^7D;r3B zqdS)-?h;ZBd#gTMI`RssC-^&WT9LFN}`Fu7%&pL;!W$(hu zyR~`~pQiEo-|(vujh`pg2AsNG?7P({@6vLASY#eNl|ES|kUD>_YqN*O+0&5x6bo=` zD3+|G-3KD~B)#4t`qp&)+4TBRudhMrb!`ry&A^menrqxiHB##g!aV)N2NxG}>lUxEkCDB$8Ev-cZXb;SJ>^zbAM zvwq-Z=)GmMLS#!7qCNDzicT-!UI~6Qg|5FqY7v>6iP8=9IG=Zpf&S4n{2gvTiMyT6 zRl{hN72&u3Ka%bQT*vBb19)j78blMBq9_y%iu%jYAgNH1B1$Cg5x=Y5}N4{P1)UTZ(Y-fQD}OI&+gq<-C}bF_L5 zeQT&OTMJ`h|07N|hrnz#n)&`RuQ-w?oXvA9v0V$-mo1&?t@iz*U-q@i{q06Ci8Z7-)O1kLNaA`!PUxMOW*sj z@_3dX!i(lXc0N2FV)6PgF6($Q{Z12ev+Dj?37;^=f3ALeXgs<{$FS5Rn40W8W}yonlYc20f-m?t-%(WE}>6tK3Y{umxLegZy`_vKuD3#_deEJm<>F zn*l6+uVdHY`7D;L$P15T;~O#UERm}h3x0$THA%2eD_5}kbx_Kxj05>kN59F&vr221 z(zc!+^7iLi==?*Dth+sv#dws^2xkI80{JtE7fyAXd)Ea*4;)E=qLbB%|IG1>R` zE}s3TRv&`l8l(6^pR;ReqG0kat%uZI`l+bIl@LD+2iM_I^4%OF!gL{9a#nWIa(VX4 z-n>)%e-@^Bf0DVvS?AuHB^oM!jNZDD^-NJeb9uVcC-?o=z&@*Ak_+TJvGhOD{%q`e znl`Ut*!QB#oytyD;!CZKXT7YK%iU7))UMG|GO6FewttY|W#hu%VnjD_upNm%!iZ#T zKA0AzM7}Th&JI{ytFZ10MIM zQ82SemWUcf^pLk_*O77tZ_n(3>;d0LPhaUPIZX#^;dh)#F4BFhxtedELApKaBe^t)I+Gr9AI^;P8BOpmNJ9?T>5 z&~_38PjvloCuH{VihH!U4^GK*J&WHo#h}ym{x1EdWBDaU=?bo$CMk6;DK@cK-qbDR zDWxEo{9nC|+r#yJIBo9pc@>`+BBn0K>4~%NS6Y<}&@ zbVoYXW4rPsIb5l)F=#lhWrwDx;I`JeJbgJs%$g;_G!UtJ>HSYUe}GnJL8T}U-&zm_ zuT`@MsSd!mqeZZhKDTA@>@_mq)m<`kRfqH%ef)_zbx2bb!}1=otO)Y8ICc>X^A5Fx zabr0oGY4^h^$!$leuu%cc+-T%GvdyN*(i}TyG)!;lE(aXyjT^#tb^~*VtHoUH^8bJ z;Ix#lZiU1vY<4X9n`-ejUb9!NtgicBugP-V0Ln$kJH@x`4ZX;@Vh~GC`;VcPeWM>0 zEqlX%F|P=&$?1NVKGxH#f}c&ipf>BQ!ixF$eLS1if$>UqSuAEA;>z?!w)&PP*~9B@ zt!0P%HTvJ}Z1$qK3oiIAqP0#B3 z+U;*M{Qe3Xo}f*3B)@{cPNTyt@$4;D?WOHmd}EB*d>1BvEiyHM!;gHWkZ~-}(Qndb zYjLnHEKZ>NJ#2WcvGYT}RYiwlbXWl4H9RSMt0cEmSC*;o+&`r4M29=EaT{AbN3-E9 zkvISQ@y^V|eU!)d*84IDWW8GUxF5*-k{_igy^d9;CDeYTSF+~Zqt>IWH%sK$N|${+ zqMkCztMdxmWe4V=ERvmOtB4hOQ<_}nEtGf~Q%jMgGaIbK$K>$MbAgXs(ftCi+}Ble zY!sgSizi*R_Mo$msP$ICoy!5R9!Kwq{Hy|2{DMEdTx(Yrv3An#A8}|s8E?X>6R_}C zl08qx1?=#*);B_>tZT@J*=@U{*(r4iZ#zY#>P54uB)k+a^DN(BCIy&JG%Wjnlp`A%V7JE5$poUBtKdYIt|6g<5}uw zd|nTaRxCY4*>QBtI?n7&`vEOZ^gT0p55f100LRk*3|dbYyMBktCHhOg&t&K-ir@1@ zqROP|582zqm8bYrTPJa1R;s)Nvz5mvDAEM7Kfeelkzt z$#?VO>shV|YbN_cGLu$ify{5c0J233(0*9!{k8f69M9yZhqGZ1EWXy!?6ZEmp0Zzj z1yODd4YLoxu{5Z{4_3i2JIN=LFPhC;pLeF zkvF^FDgQlhYXapyte8v;wXh-YLbIRUXro$n)<|Bb2OuyGXJ(Oj9lLjjWlJ`1j{W`p zkA=F4EC-UdkE0uDnoMCUl)C^A-ovAh$Z{w)-9n1&ntn5jbr#KMiUhN9BWqBG8VL`E zd0BF{hw~svkA=q;e&5mmT%+`WQC8bt#}@PSu-?csQ>nN7jAz|so69v$_F;aOR1dJr zhZs2;egkkVJM{f3_E&;X_I1xb?Ip<4pVeCH;V?DsFmg1|Pj}?RwRzR2hZd& zyg<9f={Qi7AK~mQR>>^OWC}aM-`uli4qu+yEhX`*e4sHYlP$I*d9#aEOA)65+>#6B zAD>G?WgyKCj%_*IBkZpOh&V4htU?lNM2 z&I|5fweheh#ZLySJD6opfnnaaRe@x27@owN);Ye0{KeR#f$Q{K#a9r`GiPe8Hjc#c z(?#^(p`Po7pY+(>|MFt&9wm2bwYD=A#iH8e_=x6ts(76ql12Fl9<`8HG!omN(r;&< zR^V$#vYcIjT^*jVvf#=nR~Nl#lNIbs#E|0r`UY&i3Ti!Ypquk0vE*u~WIb6OEl$wJ z)7Vy?H9vHH{42z}=;0seyhyt2S^K_GxP$i2fI{+--cH79xHy?r4mGZ}!h!y{v`xvf z5Wa|2ni_fYj%*o>lEYw1L3FqhqS+%R`Du2sSy$3!$HtC6XWqr(G@T~y-AB@M_}GWg zA0(1|qo0{j$y=(O!zt-8?k8g?3wk3(F&{G;7|te6#*dDA@t-zM^cchnj|zSH@3u9Gfh)x6zr zYP26mg64XtOv*V>kI%i!%I$dEHKJ!C>^-cUm7gDyIT;d$8&5KiII(Fptp@S^V_??_ zS7&SaPMlc5BR&(Y7xK-D{55N`-qYW67_d%cNCvaAG*9;8s$#%3JT944=Fy@Mzb;S1 z6|CA0G6R%-kiJ9NJhRx(Q~qv9?-jv%kggMyb5(f)FDj|`AGEQS%uO6E#N7}S@KWjy<<0{#X}HSqOXzkO` z@cX9rGG1pdzrLiJ3-95$I8dKsur2RZk05)V?EJ(dwqj9Mm4!(q_4R^w|6!3X>K{Yb zuP}QTt0#Ny?|3mv+^oRkzroJr{&|e{*FwjZwiW6G>H&Smy* zS$_FCluPNqj2N(pbgNyvRMf)3BGhOW*^l;_FJIP(@R@HvL;8D`I|&DOLH9m(9)ver z_3}M*G8f=uQnz%C^nnrYbH{gz>Xo4N2NX_&UG}jkMbefc&Tp)_MwEVC6#A3~Mer** zQ?6#E+emaUnWi~j3u;#@TVIbi^Tl>F%+r7i;8YT7O?*F%Z?$sf9&NQJZ(mXH7_x7J z`*^yK()Ms%c|ng)!6;cNpLaBC&R)<~FRfpq-(=2d#-?}Udrg+Of>izSu(KFeh(?)B z`+%$CX?o6^pX1bD$$oY8HIHTf;9Wh)kUR~UGul?UDf}~U$X>ye#>yV#isUw^pXzV& zOec?4R!yD`n~RMjc_)ykQuEmDZ#K$Gyv(8)DlW9q_aZhsiauE_njK}!W7maU^lKtusXOnH=A81{sulw<0 zK5pH}3dv{OM}Iewdw@FMk-iguZUx&q`Z!su_d_wev^)UY=k#|Zj=rIVD!z5Wr)F4D zT`R@(*aZXT<5boi=Iz@?b&|t;Jp`(eHX~s6)ag#AnvP7s>^AIvG0l^g{5~2ERAwYu zd$Ma*nO+3@8d%W^)+gZXkw)xoT23y=UUa|leXbfg+AD)Eya*|jfC%PO6#x8&3=XUxxY zppMReDt6ySo8#b^X*D39Yy1-N%ON2_&i6lPuPvL ze}$bVWB+0;KVN`g<_2eVc{854+DLGZ(!=p>hR@mI^IUQz%fS1PzlN3}=;F8MciAr0#&c&l+cy?wCjm52V)!j>? ztanM~g4|DMoz0D|T8FUM(PB(xoXYc*@@#Y$56k{Ei`esEnzf{DGPVDQ)dS$MOXSKL z=do(s!0x?`hi%BTw_rr9gS~s$d;||UjfCeoe>7|Sk3`2h_Oj9)SaSgc$MC4*^!bHR zcRp=j6_Ya?dWT4N5B{8odrkRG*4`gX$IMH}yQ}y3M>iIK2ntgn|Fzz}<{90{_9%;F zw&#y9e3r%LKs`@oJ1YGLdlkX*TVdP_t_$H*5w=|lJndN)8^U5+puSC1%$?C9?f(X^ zT|BR(<5!9eZ>dubHyet0%|*qHWa^47*)t@wfHOzz3wYfs)()Zlk92=po!3bClRj%3 zX$HIU%l=TiNI6D3J0M$58(D>rJ@bAbb4#q*3WM@~E5l_mlCE5tO{>dVTid5^2 zlNTA6Tfl2EdACA6b7^Wglgx^%$n_Vtc6o^Bi|zJUZIz)1bL07nQJ*8X1D02Ki|un%mv1k z4_$M0r+Ie2%Ui?D+x>YiY*2anhds%yhHU?;|EKM`|6=$(`=zb52J_)CZ z%I2wP_H{~Rt>R35k*bDX=8@RWcvJpjT-X!QY-4#bTTIJ%4!my&gnl4pyf z&%owBoaup`^VEBih5p9C$NaxkTRnJd-V=W$qRzp=lWE$LMu&+_mBpSb3b4*K_P_Wu zLmO+AYKm{)JM$XPxj^Kds$`#n7?Zo@T{LTi_iaUntm}FK_q#ykL?!R0eFwJujz>-r z6`IiD6B_q`RyX6q(b%;?-K-$ayrrV7R+`lwz|3i^y;S^2UbWZB{Gax(<44(v{V~2+ z6e3ywHA|h^>{68kRoMG=ad0e)=Gl4Hksn0fQ+a0Y9m>&ux$h^j<|~fQXUmQHPUeIr z;!S20=DK>Gx@Q^R{)EJ0IA$K?D7{pMLQ_mSm<}T$)Pw%XJ-A!XpJK|xTKm^MdoT95 znoN23SDfT6d3$kjVJrLZV6DICxRl;`li9`p<&G_&=dXG_h#fD0*IZisEKX%7$o=v4 zAz1aNb!&ccGu@M^JM&s!6g#GnZ-wiY%+r{yrP)x-+~~s!eE1g{^mU#0Ax7^H*P3+s zgA8q4cTCdOW!mn_(zlcSAs8)nHtW#`xjwmqOr`uCC^|nbqGdK~5Bxbp{4cC@vZkI( zyV>yX4$r)|90;8`tdXbCkFvp1{Q1KewGyIXZ}PJokBR?i=V?4{NRI5=oqPUb;%IVL zmQn9rxL=RISt0nP2-q5)rC4-5D^wD#pK-lb!T8ZfM!#2GSnm6KVnf`|EptgR<}Ls>O3o_7C`9`+P_)QXK`h= zs`(z9_jB}S_b6paFp^i5WQ||N%Nw;aTA#=Iv=~}lA(T}cnGyR4WsHgoW%xuUDf|8Im~1GT@=%Sl+$ zQdDX}nnUm>&%#=YneEu{e)hgrG##t-EOMPHzTM1?hJyfx`h9@rU@ZnEq2qJeCGGx+cl9t>oIC%_D{=F`T!YME)gW&kOKQ#-Lt2 zENiyf!S`ueEFwW=b=tCB*88_$;lb`B4iXn`hkG&7tS58wwshca@vP^x^MM`~;blwM zEF*nJv(H#Hxr>thxD%@-SMWZcE5SAyg|6Z)Yej{X82_sA=n+>MOGx}RbpBw2vheSX zGkLq69Uo@#$qC|1OOk9e>K%sbXNj`O8<>0AlSy^G*z+n4+CZWWmglL^Jl1bR&*aV- z4Bd<1Fa=sah($j^wlF?a70J%i*Ubff(uzLq$=nTwtsy&#Znapsw!ZtY<^#rz2kG__ zS-&AcGqUE5{}1A1WpTFzJ>P`O2C{!k`e&TWGsCQL&RXAXyuAosJjCac%dVPZ8!_rV z41EF*ii*=OLwhc3<#|>erL!CA$?81FUd`C*IC@XShOLmjRlOJWv{Fny5vTL!;B}H^ zca}N6?V)dBT7o?7ZJnvL>(4oOCc8@u$n1)@)rK07_MfzriTbB5@$j-TGnR#~gL zhs25DUtstSV`TQ}$exjNv^Eg#FDRXL<`0mf5bNBdToH)Phi6Sp8qJ=g=#xFWwkiJz zt#cikEVJ8KrvVvS;l}%-M{(^W7erRpe+<1MaDGY5{!BC}W`zDhja#&s3~c}Lqr6WT z#vgBIv)fz?pUT2>v9c4SM)|E=aL;f)PR`SF_B`q?IxJ#=%wbpv^;MACh7rl`J_({D z`CWZSo51xZs9i+w4UYW_pJc{5T&vUR{+pI(K{ornWmogxd0@t>%yLLRnon3IxkCS? z*A!Sh4a1f=zXK=V(bHpEx*dKW@b~>O^edY5qthF7Xh!$@X+Ku1cv8$C#VZdM!S>f? zb{NWYgDrr~8U_?dUNfKy>I9?TX`iB3nWGmE`TvT_}IZByc4Z7&lU z*1&6q{xgTVqkdcQr+Rw0mz5^-+N|#A&kr8wbr12r+xX{n+P%T5-PP{oTp1dUq1y^I zf7M%axF*}o0Md8TXKla1zZSj?E%-JU0_T!DbCEL}W1LYm^H{P|&3#(Ejg5D(cMr(c zrNvQX{@w3u5bdqiH}NAG2@@HT`}9g0JVlN+j_uEfy0UaxQoJnsY=uTLO=Koi1wG~M zZ4IpHOWx8v>jf=-MdQaYyBS2vu=jsP)9GXm(oN}^onvOH|D6b&r^2t{>Lu`+s?`5* zCYdo-ll(0aHnVoelQ`K7*NUR&^Sh7u=U9F1;JXvq;8Jo|5mOH~vaW*WbK2hki7pU2 z9uJOmX0h0{iAU{%?E~0ai51_$q^uO&&hE`zQDg>Md1tcU+M(k2Q8c^Akx;yGibd})Jg*}Xhr8urvB zYvz%+p#5>8Z%a}vAnQiGWKHMMyeV^Q566!|v`>DD(rRb7h2oGOA#%(l<-;P=9Fk|p z(N~o%%6?f_R~q_-@ph+kM~M;($dgro*(gLwakz?p8fWTNUKGg+eolK ziGE?RyP=%*tC=ww96YW1P>*z-2sbn3(sx(e+u8sfg%Y#rIOk&?B`yk`oTH#^iG6yFaDLR9ET}08XA|05&L1mYvg+c zZsoBm8RSZm^i2HNz&0h>?Q+_`s{R6Xc8dkalH>(^$*P*YAB@ft?~=Rp8`xLlp;_tKj*q?rB zj|X{cRGQbG0iVD1HXe8D@zPRIX#~wZWUCInp;|fD?`?W$Mv@_-)f-|%TPSX4m8?m- zkZe!rbFheV9cli8!(*h$9JSZXWz?to;aFa?`mS#wU8RD&z*W+OY*F$O$M<%!`Q;ccR)VbVGenlfA$>cTWrf3mFd2?pU-PP(YX8d$JG6T})RG@0nPc+o=EH(fW{T0Zur}VJ zZQjd2!@`e>J!ANFW+!YTeXfkY#NWzrypbo4V!i3~$R69{X!-XY!UkD-koh>kGYPrN%sUuUBV=XxAEk$pL>Ure;Rsw|w+u z);iU<>__r*A3)bc#sn+Ung99ib?R;^!xEqRN03Y(S0knC-q*>xrP z!D9By>h*KTc(G$|;lgN^%$?pjP`OvFwW8V@l1`)fUrL`UmhIC{R{zZ-`J-fLg^e3| zVmTH}CYUiKJ6qjzp}m=J{0E8G3*v59BkZAY|56+~9`>y;>=+Rzd7vub&Z8_mL7yA> z@d`E1(_$n4XB)?|Ye4qpsj0nJMZ-K($eqtl)_p`j-POxG$TJ~!I-mLulFz95hw)+@ z8)V;|+4ZO*Y16SbH0W39L%?Zj+$D@Bmkz9Md z38@S5Z62vk!tVdyjrw5de^U@AMzciTC!fOqlKHTz5&J&uYzdteFnpRtpHsUA?tGzz zp(M&Z_QSMkq)x7Lj&QyVgqN^rF`W7dgMM|rxC^V!Ci%bYI9AVpU}@g=j@0T(G7S<# z?qQ|8lXw@G|H0&Obh}0EYB0K$U9w83glP6R#J|PyA#73~|MISIu%26zBCE@*!8UWD zbKiL}EUV*9U(u?HpZ%PjERJ4_VQ=E01*H$#I*vsyE~BgMO1m_HQMRh1|0u;C4M_7tYGA0&2h|Q6ng| zg64-Jd{@j&CiP2|7>uheNirNZm9hOtSTr-9ouSmD1-?C3&!5obJV(xPCK-|PcCE2d zwJt1@Pb_nT#<9*y{2T7?Vfr0PyI*MYIo&>RBzw7E&q8g~ZJ_yb2ln}3XCoepqnED~fTL7soU;nNsn zc44gy_q$u^>mhsw6ff{IQ@y6f=JRP=n-9NTfch@SSMZrOJpVkA;7zQ!10uKN zizYWhZ!-7sX;eW>IzoI{z}NoJV=>-3Lyy<sgU0+M zxtzbi#N?~Knr+(i^dq#IXWA?I-0$RW=t`@lK1caB!uazAq<@3cp-L>*?gcDdi|lXd z`%N4i2d!!F%nrfDXnU;|nzP{VG=71#7aBoIL!%EXZ_(28Y&MCdD&uU{H0R!+I$qY| zV~g4Q6EX4^c8)J4W6yTJI7=Jr=<`^CJO!~dt&)Z2kA1BVm>+=h)f)|M@$-8g{-+7qVbXO}gWa1rn@vM{K z_>=4K%oUwPhqsm9Pt01#zM0iC7ssA(>;&>J@wdAF6<9ZGJVwwhZ_8_7OC_k~33T3$ zKEPJlVWg%~xt`eW8h5v|gM8b{f;~uchvRu;@f3ep%wlWU?0B51LAMjJBrD#sAAB-E zWVg9w)7z{57E$UceZ0)JpOf$dUNjg6b71`_o9C%U_Ik*(?z#~E3b%WUKi#1I6OWiF zCTBN*M);U4lZ#n18QinO&&UEsHr94>Eu0Vkro1j!qR6J^>9$*c5hIgY!0YAAm#R)*1T#Ox?b&v1@6kK5XZU z_h&-sGx$`{YW8f;4Ezy3X9aWCG_<8dS*?7CQ!m2gBeu;f?((8Xo~zuWg)L%H;>6Wz zWl!qgd1V>aOSb+(#+A$|ov5{}a$Ckj^6VfhS27=>3=aH{zpdvzt4TeYwoCMw=j-Py zbrkd)V$>>p|Cyv+*gZ4r&ZNoZm{AdKk2=y&>2q-IH}SW<`ombWtnsrL`)KjwP)ttdrJwQTMiyuwQf+bf zRM}|us~S7VnjK%C)j}1LpMVWn4_s91c^Z3`aqCVD{*WvOU`$q^9jo3*HruXNa~e0| zmC2BBA%9x0_wBUHz6rH>&;RFBZ_MV&0&|Lpk^86IYiB2yLTs6*i`9&qnJ@4r#$=v< zb_%WH+P#}z^X9BKeRhgaS)+Xfjq(&b&&RSNt}A`6#=h(T{EUeF5KU&my^7e849v+A zbpjk$u-;$(zN1u67O4V}?BFy5W}TEj7*9?SMY0EIBW+J}J-eQ4r;s7p%id&_<5{gD zyLJ_m7pr#;oBalzWFT!xnuY$4!^+Ee?QgJ2p0NHr`%w~Q^->FQ<53LA?4+#39SGg; zNVramr>NhGXRhJ-mx&Tzv+kpOrxVNHCua0iVxa%A&t+oEsWg5-nXP0$7dp4_hb1t$ z8+!BMP?U^yX<3P_+QO(R`{apfvi;o!ncXn`4r9+_g|5c^JU1Jo)#OD@9{FE*U3O{N zUypfKI}w(H@wFoCE@b7*N$9Mt=P-CIe2*8uD)HhO*zu5dv!Q%>_;jC83=<_<8tW@VR=aSK~Chp`t z<5Fzs%0iV`>|GxGhJF^QbvBD-UBOw(u28x={$wWRkmPnjTpLvISGn|STRi03Lgj&x-Ci8ld0puZAeIrKX z3i{51>yXTW%qoqn`WY|QG{Un!_+KRpvQjB~w@-m|o+T$s zVnr>Vqh@wsoXqd`7K|==EAffzwVUYh85?8{T=HpU4dq3++lf?<_67}@_xg(#jXBUzdrDJiD9x7s9Pq!;bdZ5wd3c8-c zs+k2a6@yNN-LtION#w{g_;*OrO6#k&+RC|huCtQu<4_FQOoz{KDo<;FgvTa4s$9!<}zcbQ$l@IOVl8)=g~r`ebJ^8y62Hhd(Wm*$Ui zaG(@al6n3Dmb*mH_ldq`S)(FN|EJ{!#*9h+-!8&l=v(GwZcsY=M)reRGEg1DqIcr# z9&Mhbwc4&|?$Y{XF)6cwekEloUVAp=jZxS6pGcnP>idf@E$E%>xnsqcVpxzh)N>&-hZF5YIK!2&&zZq(`(d#DC-$l}o=yoB@j??>Skt*4j7i%l`+a2(~ zFQ3?~j}de^N9pXIwLr8f#J2{+qPo6H8Go`5ce27R(aK`_O(y-zqU>B2{8+g{Sp2pl z$t(E1vz>6IoROk6`;LV6Us`#~$d!B=^I2x6znQa~eM+}LAy0*t(>Zw)k}aof;#@MtF5)p8>6I0&SLtgR3mie8#H>?|D%EMf0e3FvdvnPB zDjWO?qY>&~1;MP5JehYUFI9CqJnjEvY+WNl9ES~sjWJ*1%v=0AyIH=d&E#CV1sflO z!Cs7dnXJjI(-S^BAiRy9Wkiz~c+Fru|4zxV`Y)u-WH>mHO)eqj_cU&SS4U`JKU&V@ zHLWl=t6s7$rhz^|6mXaqjJfXxfZJ`;MmHlEHdc^mSH z?{{O!_eS>(M%$-Zp$Jd8N{c<9+5iHFh@o3Zmb=&&XJdWwriIgHk`IY zjil2>&SZnn`_|_$rI<+hgz>Kt)=xEB?ZLUMt((fuwee&k&X4Aaqey)_mJO!Im;zf} zwa16_DaxGKWnLDAMKHIWiCErW)*7G5DqE_axQV|^O>D+gE zy_WB9;@RJ0Njvg=fw!x$d5b8YtAXw!%#H%-%i!e>o|C+5$v%?36`q3Rl{~!+jDEm^ zZ?)3|ZW*bAQab6WYJ9@QoPN z29`@m+NR(hrX5+jh$M+D6Y%^}9IDRq$|#>P=Q6%H1|NE>(~{kipZa($))l>u5UHm7 zd<7knJL*F+$CIv+rp5Bpwy!)9oj@6-CJd)8Y6g zJwJ4;JkDhwyUc&-BHHGO=7n%O18>GFSAnj{9#Ryhe~~)xD6;SRG=6%tzc)c(FrAZM z=YBTn4DEHatqQGoF*EPFe$?)vddZvFU8K!>iJiEgIRj&re#aHhSxRPCw^MMe7+Jo8 zaC`lh@V!2d$V%nyT4+tHVm@uhovfctUf*7Nzfx~)FfTdQS8KJGnA3=4pR-n0?L6*C zxZc(8y;{ls^n*mV*Y(?+7C-8z66>6)r|anRA)ot$4JttWZKYr0IUV@mwc0vND}CtM zmSme)=snSJ1bMSM>SHXvTXfp4#rO3&0{%a-Yo14DbQItDB#JcrqUp=2>H5@H(X4VCR#xH^Df3u{f61MSCDn7Y@l2u~+L^ zVRAWZW-VT3I%K!h+O%y%=B#l3R7-P2yS&NDRaM@;W>3BLd^EeTOc8y~5Gl^)6^(e% zuSzHL%}$@6} z(%JPpE22&?a%6r{@}j@TFCWxS3*YbNN$-e8{rT6EJn1GF{fG;Xz-ua5y6}lS+3Fy2 zuPwL=ydTQTjN;kNt2Z0x{Y!SeDJmMzA?Xt5pHlv0TIV@a=CG7z(_b;CsJ@f8?Hzc& zAOrF{P$@^5iA`5JD* zgYRf`7L7J&bqn6FXXRvw9WLhli@%w9S{297F7S-IU~r6BU7vmXld_`ExxQE^9wuM> z4X`{0^N+!SLE307s%Hjh2_wTtB4E2(xA==o%>#pI`Cqt$O%?7aOD!pY!*$b@PmPcfTM4n+}CCv4D8iAQN;OtTs zU4qRQIGU%g50L5{8hnXU$pUm2|9_Z|ysYMBP+beZB?Z?OeYBjNTC?K)LgzcO$sU|p z2aUo||CQF|$Z@rnUeLpK(fb(wbe5j-WOg6k{vbA%W`}k9-lg@vG+!tRm83;6_cqyO zu{J!CB_g{h48x4GY2FB~*?TUzv6sUmtF7|{IbpL1)@Rn`Q3~w$r)Cc46o3*I1K8F4#&F|?2P;KcuWQU6F%o1;)m*7551r= zn`b2h>hmz24uOfZc$S7)9iDm5H6SsJ?wPk)ioCzzTQ>-8;UB%+V>R^mPF~uX?_bI) zmy^3OTp!~NbG5R;-|Q{jhL>c9VJBRF*j3_>YQ8A8WCnZ?i?gTwM|kj) zHmi$IPeQn^K1%9g6LzmBW%6Rj(o@CmovgZwKF8tJa&ivT`hFNZA2$n;W}A9HxGuY% z{s-wdd(VEsMhC&Nh|#GZpKArLWaB+RKa;g_g7|eP?B1e7XTQtfP|;6E?R*cj(SA!~ z`vcHAMm%inz9{D)wDx zbX$mR^?30!B4cK4d z{$3pW&Y1};lB^?*q5TD%7DMD4zIYZXZ@|o}eNXm}6L9kYTIAjMReEj#v6*+prG8^B<0eH7dD1l8v7InE+2;-{(VOHWAYEVN7=^c)@7Dug%HqSf;?{5y zWiQ;Uz55vJ8nR1wGXE!XJ_3h{My-oQ!JV{j&0pT9Uqzm_p5CAF_KkG=nY7vQb6CL@ z{RHS_Hu5;OYX_nBkhp?v+ta9t&#m>nn?z-eF)QgeNXrBG>#HOm0*?id8i&Q#(_k({ zio^L7GJXq*{xr=@ucKl8m?%+`gufemI~b*^VrX*dWrh1kJm!3HBzvs%!?I$Se0o7^ zr>fDDHS)yoKYVzTwX#8V+RwdFX16t=;aYz?_0 zZe*MH)tn9Qs#?4be$#lxa_wYA?3wWRm6fxXbN2jhiUH5?w99C52kk$_k<-|wk&*In zmZ}ZAZdjCj!eh0VyMsR1&_PUHMvEF4Uy&I$D`*>qU*PdFLkOyZF3XZ<@Mwj`ksAvYow6w#?U< z&SJ|7#)`LjO>${{OY%k-Fioo`h{dOnW;L%LN0tY9T4rTs|Fp!|L)5*CZMtFKRct$s zpZ|q(kMsLnoz*1k4>X(O>azk5NHkg{a_k~qH@taD`(J4PdHmT0odqJ?CSI^W+qG~g z8G^^)N8XuUpneO8l+|M?%sW*5p?q{PovLC<*ijh1rx|%}QSxE-zL*U6JJZ)SLhl0f zGN1W8o*Et}?rtz{&2lUmEHis1`#`nlo9~KN+1IQto*swm*N|crTOQ9Zf6`wS+)7UQ zynT8cnr9jpo8Z&AFiaNQWL|B?hmt9F1zq~GSwq-ANb-#s*O3J~;Lf8gFbs0VwY!|h z7ZLf67FE_`Ky{HidkSUcP;$RLtBsxzZNjsU)>1OTwc%yAk-ZlNA4vO4pthP_ub|t{ zqDs?Su^<`k{hADo*w0AwMci3@9(SGo85D#I3KUy zrDZ?%o#NagY(GKo$MMhX|MvraUB+kXY5NhiUu5e>knPJxGw8RUYuT*i7$pv0jK9CI z-hQOXGqsEcuknTI@c9czFQe^<0-j|BRc7Ek&MMh);B;->sNEk~I)45vl&b6XZhh9$ z=W+aZl*qS`?XKq$2a)ba%y<>P$#p$Z^f-c*lacU5NDSnaE%@LhdgV&F7v#HXcb{va zH}sXA1V1c@wu9*SEU88sfxGaV-}N(2OD~J*2V&O%*p}2+p1=1{>i}n`Kw~VX=1p5I zR&TD~TC7w|^tqOQ-AA%<1yO0D7}A2q89@&dA9m;`Pbja%os0bZ2f5wK_7|73M&ux^ zeJC;~*IjmV>EXy(dhN&`@@_tvPX1$~$$Vfeug!|lrF3rtt+&PEWWcS;Lz2VvNw&yt znun6;VwUaCKi9$cZE>=$wx(lt8J<#lK;M6=w z|Btui$<#@X{fY_8eEt&xi&(n`yB`SY*XWZRJ(n1JX7l5jnD!Uh9`RF@jeBTwKeY$b zc%10g1R{&|+l5{4B||%$-we68px=}n$-Husn%n&C=lqKpwvuN|#DaIl#If40sn=wQ zycZJFdB7~%j}W^yz~L(2CX@3KR%~Q^83(tKY%oaaVesn43O!jrd&r&6Z!U$&Ppq6g z7|F7E6Q-R=^Qm;~Mbo_PZO?vRi98KiD=Rw7K<#4j;US-!!nq_%Kj-_6;?q-nqm)RH z9g`klnN|>a2nw0Od?Q=jhO1dQR$r~`{+D->StC6_pP8psT6CSwqw-{OffDay)FEnB zQ|k$Q`%NoVNtqcpV~jM@^gmIpYT7@R_PycoslNZz>Q0*GZG5u)H0QPN@Zt)5AW!qo zEEr)b!)P_TCWB!sZRNf723)&GB!3Gwc}iFUnjbr|0VlHCP3BZ3>&eBCF2P%V^C@?I z8UMb4-lLfEG@TE{uOsnuH|##;6-(LSDE^%6uuE`aKdj!(s%>h5=eiMAk&bv>t!tX3HnKySPO|oJR)5ndZx`UU# zfQjMo9e#74oF}g1oI8w0b;O39#{Ru*`VbDitKF>Dy_F={;W@Jrvc`X)2>3G=-NX`= zaW_9>@HcDxvSu>-d7cWLo%p>}3t8PTgioEsOS1C(aA+>n|2Lv&Blwob%EL%?6*hee zhhkcLUwdD{Y6%?&V^T{kJW7*hq#ddEj37^`F<+_73qJ&#rjWB7ln_p7-f;D{rf& zROVFvMgK=xc@i(lJfP$&tOSQ-PFyAmXKr0>GFOM?Vk~%x1==f-eN*ejS)rG)?>shbZ)}{w*2DN?Cm6NFzGKN)11^7x_0K|O7JW;I z0pB`Pp5_hpUcG>|*WlF4w9Bp>U18N1_J5FJrSl(>IypHnFv2EAY$8|k^4C@-Z*jBZ z;j`jJIbJc1-t+NhBuhO(udDgcn<9AbelB-r3+C;w|8?}~ORm#t@F5PCEr`L{h3*&l z9%Jm@qDJz9Bx`DKZRL6@vlAY3t#CKVzhS9r_}rRQc|VpX1rzzfIj~BGw-+(vO_nML z_c{fmPaBMWRIL-?-$ol-p`97pBk27q>GBlyB$j%Pca37}v!GTO&U;`r+jzfCFR@k& zHY&vK4P2ij3vu3JokixtJax2oo`P}q9^S6KW&C0~>*Pt;1aY80d%ef!7m@NdJT4^m z^nl?Wu|0bU)z`}(_@?T)+*Dh8$2%1PgW4+-XyC>ODi1~_wo5F zcZf&QbuXXpFQ#Shz{ha!RZ_moKIf`cRmnlPeIZTHQ~DTeN!HT0$XZH?QBbcZ3Vsj0 z;>zDlx~w#=Os?dtKM6K73*y!WHVESFjfG7`%55ZQ;irUe*%hb+IkK129Ehys$Fr~@ zvrL!jYl3gtz4H-v-lN?r>UGDqukiCzoVtc2J3OJNg7ev*`&(MVrcr8Z9}VPrX# zcMMQ(5{$ovd3Fjp4L_34s0fDqNy`aX($WZ=>+-)@zdT%OsXGhnPZN)))1*4wJJL0? z(|*_$ zAPR3PVBO35J01=d)Y!v!|HXi0lF1s3;rz0m5v_+P_#W2W%%*udvLAatBTB5n`*q^b zM67#+C98{!>v8*i`nAEh2KqUG_e|%T$$>Qs<1P^=zVrD-7WozjOR?&Dw!ca|Spuu< znUm~%!%5egJ{tP;r&U3TmPWcWmzGuzMxaf&f#mSc| z==P%QIu;md^tc-v#;JcR52!-(WZ%l1!WU?@ffRYGb&&sCpfiOv-oxL#Nqkp4Ngls? zP(MMuyccH2D47g4=di;j2zRC1FRXT~em1e-eRTR!JM6OB;R1(kbRB67W?eqZUIapRHxkl@6^T^-ydjiZR6x`blasE^iEzn~x^3G(#Tzz$CsR_81 zU2qoh$$5B^>{KIgy@j#wEIjYR2an(t^Lb7cdW^ueT@df2g^TdzOW%^${Y>~CrH6s+ zlD&fR>~Vy8Pibild%mOf5h6~1m{$~I@{ai`N3(m+-OAJ^hBqeW=!zYPIHfT}hs71rPI@{~+9tO@DH96O5XQu1(pdCKe7BHHN5} z`2%??_jN&ke~>p%dKZ(qIBaef1y_?YGechzBQ7z@?tn#SQL4Tpjrj2rT)o)$e)^os z+UFHS_-ejAs9rfzU53@O$&>5{6`-?%R&TQTTG~8@q5Vjborv?)Ctf@U4mH%w-UGGy zQgt$K)LsLgb`a(b(0|qn{4TyeNb|dRLnYpM1gjs6aZ7mrM0mYK$7bx*#??iAdfbc) zeUyJi>}~|{5#rV)+_w1r2K_PcjDb|!|;4eK83$c!_>=IChLy>VENTN>r}BcGg&`@ zdS)4~6hjYkcDnIyH&0H!$h=Se|Jgp-1#y#aKVtQ6o}TqNeZ+(0cgvcQWa!NEpR8_L zDAtq_Pfp;4-{VSO$Yuw_7fHSn^UBb0Jk&B1>NLE2lh@x)_ut7lhy|V`&AT|5eCxg0 zwk%D`Ya???hO$Lw9%Xmhylc)|2hmF)F6>G%0u8*iV3<++eqi#soqD7(8P&;9{4%ah&WG`XMu-lTS0?c`b1 zy>!o$)hkH#rk=XMDy!^rr?Jk__T&fKll*4hV3{pNP)*)j< zGG+zWX8$i1Pgk(lZ_xOT?eF7R*@vJ7zbM7ee}&Z#`bg&LJh|(}!uQeP6Riv-XE8Cp z4u8)I-s5nqKI>%-!5WfP(d&bbj?w=)`s%6X(=dON=KDi+IIkYf%FWrcFFT)uVeg21 zg-JY`9GhVGg_2njo0)b8DmSHIq$}dcsk|q-v}bCmywVe01J%R3-2HXN$KfJxPdxvQ zwX#=V-ZeXsudH`j zL#oXFnL)E;?>&-t*W>9Uoy~fwgV-+5@Hg_1CkyVv{-8lgt^WYc;ShKfM`!xBk_~dj z*ielbwC%-bE2zh1Oc)(0Opk{KuonQKMjN*bm;-jDT4c zQ3Fy}VO)3Z7gl$yHnUUw``Sv5*W5q-z!!SJqP((O*eurzN75(znf}YtRm6}l_;TiO z_9jUet=`4DH`Dz}%{n6MHA-7@J_ym9_}y7_$W`K0Z0`jBJ(&Ip=^LWe4f_@={o9VH^l95-3_Z` z#(xbGH`DfcN6u8gh6r;jsm~$h*BEhz|Cymt9xF@mjtcNEO~#&B@FgF;4EG;qquEOR zMb3AfdyORDu>5vR-NR!apy6y5Sd6c&`FcarXMIrCGTg0X_N03aZtp^~I-IgPzZX4T z<8!YTXt{@ML*Sk{0gbf#rD%9P87KS6bEP~t|AW?_lA<4b79v^JrG3cj{!r_6h<+k^ zWw+YADLBuuV=?v_sOMe8BKjnA@@;IqOWj78k<2yYc~(hQ&Me3#z8x(B4dthKhp}D# z1>$}aTKq=(++kgWn-8*aSNeX$-wuISo(3ku=t{ z-A#*%?C=wxUPqba8(hmgEpD_=tE8`c^Iy}!tn>+{|s$zZ&`lQ)fFr+c;f zGaQEcR$63T#}m%MgnMCsJCu{PIa!(Bhx8cV%R{d|89O@j3mXi@_{@>%#v3w|sw*tU z;@2rkDeWpBAl_((I-=dD7r!De1nPx0XkQRi^dzC*h^aQi4n z%aH3HGHp_(8lK;Umkn8}kx?i6#pgL%RV|g~Cz)rKtMD13T6RC2gyBb%{y(h@)W&4& zTIm|3x*qRzBx_xhl{)+5B{?G?<2a)n?Pa!r#;a-;MAQBvCRG7q1ThT060>@#_ zyFN{E^|>CK&%(npG<*h6AB1=A2d;q2`E2_a9Z%xDdE1kbV;2v4T9j)?r)%Jsd2ui6 z{XM-*6}SHr8Lq;r`K*=QQZ9vZ@O=leJ8>c_xQ6ial|CJ*?Y#5&2|KfbK5Gru@`Fkc zJ50No`MwigdqwMg5bgoN>}7uzDY7vtg^?zLZ9;f>?k$%XWuETa0G<@Q8x39GK1zH(j*V%T)4c9{m(h}r#eq!VlV!3 zEa|u5$CWHw7-Bovt2!M|a`sXBzXjtuB<;jjS*x}UAJ((&n5qm#uoSrqQ%$1_;@QZa0W-_Fq8q=(1xFuSn)35`x#`UclBx4kCsDTPyi z;Kn*5T2+yF28}N!O`i9UCV3ZE9J|St9oIi&scMj|%*ucI|C@H!k!m;%Hek~>SR5jT zWaU8%eE)^chv+BQuE!dukHN)mtZ@yFt+en*mS9uMfOZbQiSV}(AX`kQWF@Z;`k zK8ATe!Fvr$R8{slEFa2#rNyM5@u9EiS{KKj=SQ!J;<-c4isa1INp{p^?QTwt+fSO)F$2C?DaD|Gt2j2R?coO1I3G_{JpACJDHIm z#*is`9Uv}FR^mstZsX`S$hC(1UgusS^A&VDOMGsJIk)PmBD_mzvn2GFvhP=<{Fz3F z@tRe9Ya}0Oh9k*VR~O#(VVayB$18WHlCQ9NbsoD^)SXT5&1z;}gL;s86lb#=RdQVS z((;)~XV%bpwEtY|3vuNcQne$|OrH;T&9GB^{}!@WsG01arC9x97MLJj{Dy;xUo&8x zJZZP!VG{_~<>&vX_Yd1-oEV7d=jnAmJ0C-m4UqZSI5I%w+{jxp|9vLpKcU|io_-o1 z?2J2g$&!85@)mw2<}DJ{M~kH+*tMc#8?oVES9>>+r8Q>fiTL@D_+9)TPWn1?SSo#&cDh&nI-ZarVlidRA&8E&@Q6=r%Bn8Wcw>I ziIuPAMaM$7B#dkEtlwyMCzS5Rx{BoLDfX4ai>vVF5lHuBpLY7ryZ`JX-T|9xU`BR1 zzDDirlu{9!9ub3I6iw#R{xI6@)6Vah(SX!v;@)HoxPY{o!+Zlj8eMR$e*t|u(j=K3 z?(lyxM3XiDE+}T--kI!NRqyY><1%e#)!FC*)-Mxvmg3tJm^4KF)A29aVRQf8+qWBF zc8%7{;b*RnU%|Uv?I+XuW**R~fO*&OykvDM!5{x%=}#Qr2btr=+7FD{t1#ds*3QUu z6$@q;niC7|D{?iH96YB$_BD(-jy=b*Kojw9yWcKaJ`qRODYH}T`%2uuMs!K+?Z?7d zMVGlE=2dOTC9~iKyu5nM$fwg-2$^Ngm^R(0G_(8#lGe+OJx;vC_9HiHJJhPvObqd>G z!=rD2?Ey3_uhjqNJHCL1+24FPn;h=WDo^dZY3oQ*olTO5M2jVCax0E}K!a-PL zqWL`@i%D0qg?09og;!QI2g>oJKd<#BIq+J6@H=y5stn;i|M`3g3 zcui)#H=vu0u&ZhCIPSj9vQH@SC@=30mlhawh1hok+deL0R9AXCUmQ!%LwM0DHpzP1 zVxr(35bVl!lVMdEE6PD(3C+iVNp0cT<1i+iFaScV~ufb%^8+ z`D5BWtG8)NBxhoErC!!j))gjScIkqcyug`rv1=`flD~dG{&F#Gzb5HUdc=yK@Zvm0 z8?J{6BF#GmM=~RGnwsTkk!UeqsoeQpCx1aI`)3T*P6bEK6Q9@P z{VXUwgSYK`zl!V?pfXV1He~sMt^VfcBUrZy#E-&>Yt{Vxfq+WW6#H=E$`yI4_f3i^&$BKn|ejfglXp()v*O2yN=w&`*_Pb7|ol5QjnrY>0lI8B8Bh1G8 z--#U_#PseWK~_3`$Lr1%YxzX$pMbx)uTQq=?9p*Q z{U+!&tD8n*%7qa85cUT;mt0gqG;595&|)L~v&JdUTyHG6L;QlZvRmP`Ecz;$8$sg+ z<4`xcokqvxQfMKLl;n;3LuMSUT4}Ya@+Eyc1-A~?_61t4fMa>HvsS!bN`eN^>I>(> zc$Zmq-(zC3pw(02W#`{@ZSeu^&V+JiN}K@4Vvzld9=p`u$A|J}c7`7FHugV#9D#e) zXx~W894&U{eNJ=LxFM+=ou}a=4WPV*aEZL)U?#)MF;qU%upXFg9%o5+SOU#>)x{3T7)Vo8O z4!ma;-*{I4_d}*5CVXJT&Cb^M@XnodXsg6im{<#vE47w4t9zW?%xkyu!M-BycJj@l z|ATzDJ6>h4=j;ab6F%Rr&Folx4UWAJo##lK{0kZJUUlRY7Mf2#AohI@e zDRZJ*;B+ypy8-Wdkn|CK_a%D=Xk_Nk_3X5kZg~>jm8GUYeIL!T)8KLbcg3c7&L^%d z2GCrGq;gCdu^V~-iM2^pJV+^@c5C~JC(*nk+mwV!aup6GQ!|(h#fFcdyq*>IXZNrD zWcBoY5I>1uY{#j*zwO7?KZ!BT@T9p`uXP2IcYB8``3PN_`!rtJcF>vR|I^0X&kHP& zXG}ZDHkw~O?Ob+c*oX($^UkNVbDX-F1-5{tis0_`t_`zi;rD87Qg$*f&o)jTOqQ$< zf0(~y{nHA1E#~W+MDd0^GWkJzXzP2PauIIlT}*q|3YmwN9dm1nDChG03ee3i6BV`B ziPztwujF~X9?Jh16-wi6-XipeR((=Uq4RL1@4?WENqjrGe#E^u*yAcKRAk3VWSC3G zu@I~YtD|}8zqD-U>go}F7EzgXEXc_YFWSy)%-h(xlKs##$|8YF4nQu~O4O^GzX~`+@D=z0N6T>ZU*Q4d3+96nE0 zsx^GJ83_g(C$gjYFnYX9&iirVALqa0U)}lA(WKgqS$C7Docq*+v2?Lmay?z=>L=?X zUuMynTJHy;>_7Y`O+SWT7x>O(*+I%&snmaLmUqNQ=;czVbrY?-vF4*}`y6X$-}m@Z zvZ{V7Vty?GB$ww4VpV5jPj5dzYjFXIhOu9EC`sOhv&pwtsb?J@j!U;fpfDbN3A^mj z__f}u(|Qb~rqj2)a|hD=MDl$E#s4{42rJqe2XBM^@oFDK<}t>gseGem)RNiv=!8?<#V)@S}x_OCoZ`#XHR_ z04L#0OV*yo#~xt8s<6ww^h7fEAnR7`_QJ=XaCSBgci~cJjDDZqEWj}DgVOF?C9Q7{bVKh4MtZMaCp2=efUfttW55S%xR2oA4s!u+8@F` zd1oHoP8R#K7vg0s{4C2Qd;4UyDnsWlTAzl!$x8l)I=7H#xOo1nUNUzzPjWWn!bH5B zsr;=hy~){+^wti0lg;HLN0MpqS*4b zNE$>bArcKL%9KJRiV8)M6qS^u6dDwzG!P9)3Q1@(G!WAB|9tQNxzD}#ec!Xs-fMl= zcddQibM{`VG_-mdD=X+9fN|~~HrIRZBv&=|IK8#jXR;(WW0}W9t(98r5(y@e;8JJx zHSUEXac}Rt@yu8CToDJe-{mHeG+EhFjpKJ7mfa<}hjaukr@q}-5vMg&k{v0#R7PN0 zWSfBPsTG?V^-GL#yrW0caULXcUA&kFb;aI11-njk>V;#y**H(t_n5QBiDhB)0W{7! zwtqzUtfOASmdRvO-Z=AN)0jQB`pq4ytN=`Hm&CPlu+JX$Rjm6fMts8N$#z|a*5&kD zlMnU4q@HwsQj{pqQxbPlr{*;OH)8uTk!7!Qm(ubeeV>OPc@j4szvi-LN#1iUY`(*x zu4dx?bX^9!k&r&sv2h|;@|%r;er?v9N7I?~_|X-7LyL_G1~JGydDDg(XGDGJ|JWoDyVj z#SUMwODbWdBKoz^-o>YyV*eWNJ}>a_18`-oem9Zu6Ox<<^NsXK*1rBCdPh7t(fHXl zUYA^{$+43EJt|Va=-e}mbruxcKqpxfE3w?GIF)?%zZmT~@#|8rt|GwFqFi;d^yXmf%YW$XGg{s z{rsV~RXA`HG@kWoVf;S9`+df*1kW8&>~rL^x1(;0foUgI-y z>{a>=f^ir2xmYZ`MeKXqS?}?Jiy>U4z!nw7ukQT)68NrV)mF4C##;Mu@C9Dq6k55T z@)V}O1H0T&yu`Qzd0BSmG&OE($nT=_6z@|x@&==Cr~6tcjTEVh8RIKIPh)g)K&~^^ zT(<5G!R)3f2eU_bUO9*-17;x@4n<9LGet2WPodiSp9)lmV}I5{-wn0lq#dH?zpyA7 zlX9i@6Fy$X_dhdEvhX)DQcp}y)so&UwuesZVUcU*tRhZ^&^OFdk6}k!k*p;9-z^r6 zBySM!O#au|y$mL1KXDyQSRm$}&Zl}}*<&KcL98F&$r{MF@bDp@rwZ9gd@p&kvKk?^ zfnS5x*{oaIv191^x>%4Lh1p-&!gyz5cB(A>LAs?FvLD_p(=OixQU&&3G4M_27jx}U z&g<)q*d0pG@t2)soX%G^vcaqRxYO)>Iz;B;cb){kfJ=?>aut1l_jz6X8_6e=RV|rM zAI19QhnsBV?4L`nt*b@by7XM{z_YhT*J-a1D zFEZkD;#qR}uVeZ5Fm;cZxeNwbL6JS|xnEeC$NUJbw?(Pn_K}+u+puY*SH8Tt}>za63)wvIPw?Qw-Z?xX=*l;(LYr%60Y~N?8hu~EcJ~#M14O82i13HP-v!U@7 z>=%%K37wkzn>&12`H{>6iL-}c@KC*#CGTUbI-Q<(n29=xICtQ}aM&JX?C|h*ZI6KN z^m!3?oEa~FYJzaS&j6XSepu0sd@GyEB?gdBgvYTZ2$1_?53|z^J;WW z<+-dd%w4@Tv?^sj>dOKnA<_uXvqCg;-XVH>mDe6`uFDhctcY0ypVTs$1Fvz$&iC}U zNZqj@uKlNvOVKY z1#`y)M^lykd7d$o73%Vb39zhId@;TNfv`~jKEL-{a0y$ro2By7MM$z626zlTDx0!?ziCwZ8%vovd%ZiM;+G|H-x zgV`}vER$oZKRnCOC{?)UL;4!8Q^_uQY^Jl;4Lov+|MeYjro|7A+)Px}JqRT=j;!g@9h zZ}M)iYs0NDEv4^iaQV?Vr{nTjdfLhcXR+-fQWOy{UW0T$=O&Lw6?}QyZzJa{5$!*O zXAM@mlqKI2b*u86TxpgjL%!#}L57m>Is*o0h?zG)uqJk$!2}%p*^Xrx@d29(ECJ&SCL|VovH_wl`}g z=W}KFobTN6`1PZamf+=+FmJ1$SNZ7U*t7`8mcjlq9`!o>Q&aSCS4+3*r6&d*CqACW z(#h_021GME=jp)yd~z_^+CpiZ2#{4r+qErbe%j=$RL#j9#fM>>ssyQuohlehXmLNB zv%>vvqjZDe43Y3GvLt8gC0Z@SpeTeQhzW{DO2TUCY!xQrtU0q z5PT}=zbCzV;6d^jJP4muo-DR8s@yuhjppq-jJS&6-yr{voAebR0))>;ydrClAG&4cJt zeC==kh>sRGUMq61z@Z1&DH)ElesMESW}U~kw5dVg$6aH#a^x#o^~S{1AWxR&f5qY4 z6H4CF+~>?w!QAOM9|o03oNqEC*gfBbo)+sCvuDJ(m4jxD}|=>5F) zb3Pv%wPo+yaGq0jF;bPsg8dUYmWyM&Y zy>%ezI^z#y&)#GnES{BQpHpBofP~Nco4o*=F|3LisINFPz?c`}QXyWk8S_7M>~(m* zL4pUJ-N{)+Nj9BklgZTq_mYizB+C!Q_wFLYDB9)D+-=_X1-mTZj|0flxL__C!Dh2q{x#ZU z_vzS?3 z3*yg7&Z+?IXZgy9usH}zKWD#Wu=&6>Y8wo@7rG-cZW?@AKxlwC`WKlt>b-$hwc(hW z=D9QdJbAuxc50R5+lcw;xWuR)fuTK zn0mioi4Ms@*}g!|c{s2cFHCXQ~ z%VCZmO@d@0?~Bdt96JcxtC8|37;nOy1DsnOJ3GVc88$e@=oMW1p5XP3n4E9$)3h#z zGfS|o9nNG=T2mffj%FSC`orvUF4?Ei<20iM-PEReU+>dMdnMiWY1^0_73uMZ_Njf6 z3|o)FVvXolnp zat%pvn#_*U|K$DOi|(7Xst5o2&`Per z)A0UXIfOiBrAiX`HWRgqK9V zA{bDL)ss145s%9A)`_fmj#+TA^XKZZ1Z(xd(kd{#O~k&!k(bRezlbG0`RfEn_CcX1 z)F+#n^Ze#cmdo?x+4zu}Vac+Uyv@l#e*)(0!tRIpM)tJ+!7H+V_9vb;OC)}M)9 z|KU-p!yjt?dEWTh^^`kw=hOW#QXdM*?4DZbyjvkTj|SZwOP#1uSnwqK7N^-l$Yx#6 zS!~dTRX>J!@-WX5>z)xI|A)V$Nq>Pc>pFV7@f&!*0M1{sWm7TlPV6~Ygq=w0A~au1 zo13AMr<^B<5q`x=(*+2K&5RuR>bwWOU`(FM{6itqQb*j4aY3cUeFxJ#ca z^xT_7Sy7VjKhMKD_sUa!GV24D^0P5`m`sYP3pv&2*Yl)#M!XB78ymA8-aiS;6ZO8v z$mN~0loV&;>V0~t&x)0ddp~bZZi;sBO0|<^K05`Io3MYfl4Lc>ue|jVnx;nh7);J{ z!V7RTE3GH-kH3vR&R9Jla2>wZ#M_SS_O^Jm2$soV_@^kB)e;p+^FQod2EnDQxE_8F z80jTFEQVYvW9)=*DwQO=OcNF!%mZp0?Mh7DXOwcVyh+^r%-Q*tSsaIU(YFXh^Tcrw z9`7vB;bXYHiaW=_TJAf2hGXw`P0!@}H@%kW?NhvI!joq3zM2^E08EbJ z38iuT1+t&%=qfVLf=XW!T@z%VfmAdmx`;qv`BV_Vq(n0qWL+bEQFE&e}61@_^+bt2e|YV9kLpKwVsoQ zvLTC=<3sz{>NQME9+GKBXiw6w$V2LVHlN}bh8W}Ef zJna8A{90LX_0d;E8EoX_Hp)7q$t<2dSf4p7d2SD9^E>hDc@Zty!;{Y@YZo6AmnMpL zEyU(}>^s`Xt6AnQ?=N(A4La0lK#DJUILVxJvEEY$b2JOifKN$R1Y`8sUCTqU?>~M%(!7*9E_bnX zOQSx?J5rDSPFy*U$6rL_{`9;Xj#C}!V(hFYx`;nqgduM_mfDw%$#$o{chT=qZ5QM9 z`;ce{kZMOmA(s;U8(I#CG2YE@QoX*MCocd$4OeeXfP-9LNp8z?Wc| z+^fGBu?~*qJIywpwvepPi4<)`vZeg&BN~5?hgoNT7T;=Z>;}+!27=1%l3g?pc2`g{1%kNksuwu#m6q}i$D%Np7***i5wv$OaS*60eY zlZ`(YA4(hH4szs5sh4Yo6R|DNx3fbvtHtYxj-AZFw-#J=HTCKyXv~1&WqSUH&(C9x zWS<`^@;7kSI+lG3ihqkYn;dVg?bqhc@BHrXcP-0pa%QS3zFeT$D7fzB@!{VOMn4+% zhw{r^qTsWnE(4*(FnyC<#`*sejZeq(R^s43Tun9ke*A3~mMkR8cbGn&b(`q%2v{X^ z_77}dfu2|UpIzszq53|Ae&m}?ebNz1U*W)6a2+ik6vB_}!ugI3vsdv@{&1Ooa*cE_ zu4U!RQF`nJ@hf-aqh1Z+Loy5TZNWE8N z$qMr2qSMzRUhdBvMZ$CGHBAh7Uz`~0|2Ff;O2{Tp=a0ro&6`**^M4)ZmgFB_x|;cl zR-fYZV`jrt@Os#}H#+BPSnT3wce3~}F>03>le%SZYqgz3XBo3C+g65NFVdtc{ppx^ zBWZ?1c{N{Li9y@=#1d>yMuM!*uPSb46=7<|WoKb3W&bDwt;FC@Av#yQO|FB@dVL&X z`{{EQ-e%3yavpt%o_euB*8dFi^N6`=BkpCT)lRtP-q3y`$8F-r@ua)QJUffzjhuM` zOLT?ullA=IY1M)(BNwqW(CBupOsRb-p0kJv9ybFU6a4#D+CfDDN zey7KpxHcWbvW6{HI~o|Nmzm@MobAB^#Ynk@j1TB%6s_CQEbBTJIj^_T6Ccaaak*&p zFC^NMW{>Ec3Vhp)oHe8W!0$A#O5;s;v7@b)-|8nd*1Pccqe#^q2L|F_?yEi`t|klP zVj3mS-2&3w1Cg(>=K-2z)!bkH&ND{xH4MY+T;JzA*&wowV~>99)lTHydSSi&X`JgoE;^}im({s z$)cK-*{h9|C(wU6(nX|f?f9e4_!DFH_epyr?QjK?x+&sAYG*75Ge|_(CyiMM1QD z+NTe*L|?W!2>bTXx*9K>f(6IZeJL3_h-;}y^Pt`a;#5m0e#Gyx_x=x-NH&OTq5UeJ z9?4tt9qB}Jqz=L>q_|(-@8ZA&9A56+)O*Pa>Cc_H9`=>RitOAwi``4%;V|B~fpo>3 zHwemSutGl)e8Y|h^3H}{-6Xzc)mZWlZe+QgeEl?RYe|NzTg^_0d$2M08R}!?C>nQk zb}BBXCdWT)_o|k|oiUg;E8%~Jo-Zb0YNgILURD%6NRA&NR0UgFK|7WEQn@7+8}Goo z3RvEl zbuF5ZINu|>!siiJYK7_XJ0HnjyZv3sm8#IK{FH-XouQs>PWd@c`c zL&v4?oyYrn!(=KHTJWr7`Pm8iRH8`U-I6?~idk*3=#lC><$QW3|9f2D$?eybU9wJg zf2cI(^UrwSR}|??`vWm&mNBZ3x+7i7>v^j2zQ)nyvwF#h4`Sdpm~=Pp?c~l~jSFzJ zm&jexxY>D8mqqVov3o^^d{axNypze6{BYZinrp7C2Y!Z@^?AvCe6F}pb4PF^E3V}Y zgIxI~$9ETAHUbJ4;OOU~(F3fP{Ct@?R){m($d>#@f3f{?_N-!@jx1DCluh-P8)#7v zbF1m^Y;0Hq;i*_vL?pZwFFv8)v6%5VWK(^&KFylJ{tX&G1C`%NJP=C@)ZjCW8ij~nDT^}b*`Bq-!YepVQ0bXC*IZz;#s4fTp@XeJKC$`>73`6 z5A*ti#e(FyIad#duxoD~H=N{S;JF?b@5i7#C27vG6KUVsHAPL5mUR`{N#6rluMG~( z_bN}ocNpt*Xx@aedvSh>Zzro*tCX{W7ESa;Hs5Mrt5Y<+(GO@O1|nSJaF*tHi~XYt4z@hv&UbMGblLr$R895Q4+O1|%DVqMl_ z_hGGxtay&TK7&H?=QL)Mz4R&!*%2^re@3Q$dPr80rZB%u^y+EEfAp8U64?h>O{7Q$)!|xYRo4() z+rv7q@sO?NgPUBN55@OXA-;(I!?Z~@jtgz9rHz+Pvmbk=$`#sk3#fw z+I+!7&Zqm$=7u`BaRmHozHA?3ELV=t(>Qf|uVb^UjUJ|l<3y-A^sUKm$sf6!jXJP!19E=MN^PKa0*>U_ zbLxQK&ze&(G1cm8iZz|!SOasf#O9J>^pTEMhtycnWgZD~PjfO_(Su-_JBG=~*xA^*51uSVPtYm*FkUCY-O$>G zxxHyv3kvmk{B#~3Kdf!+XKApQUboWyB++n|_WkI4on9uh(of#?Vd0AkJUOvBnVl{r z*^4}C2h?tW=yfb~Gp`?xH6uxK9giQc#Xxp^#8~<6m|Yy-^N7hTdwl&vGcA>IA*7_+&L$T#PfTF>5b=oD1iD=Iz`AeAOq(?)8_3#O% z|E{lBSSQt~mg=V^o~~e<2l0MCNPb4jg-~vTf!}I-v5|_>Z4^#i4c$E7TPkYI!kwGp zaS3g=(C2XMf87~Ji&Wn^auY;$WAi)Y->2WBjC_~h&*=Lj35(Jy&%N%%%^yi~Djpxl zGN0j5sy~%A%8$6SjNJFL&r(=isr@lf>FC|NTKo+bCuc=sEwZNQJ#ye-djM~WVg zh>Z&z%d@(gdQ1+dg$36I_rf8yMRUjWFUT!{#QAL4nN?B?v7w%lJ?AL?kj%9Y!t+Wt z$?AtgNbn@jY07`jXW=L%pUU{P04MX}A zT)m9reRo1_A}d@+irKETALnm{*>sFJel<(gC3WguH^isZb-&t3qoDCM`Lp`08TrrR z8N1+qCz+py)@&?1*VWju#vUxfp1{Vx^RuP;?Tcgo=r=hyhdQqrHm@M}POsYI&1q(o z>ip?fSZ0OU4!j3YB#RisMTa8c@3 zcxDIBdB(hj@2}I_e3JbJ&BJJYws)!KTMce6c{j(;Hu0meD4Hkh=kl!jq?zUH|Ix6r z@w&n{Ij57kpq;3a%#P>5E_du+BU|o1c7#V(I!@JlNw5FY`Z;{B4x5v;N>zv%qV-O{ z&AdvMmOOQ=!5{nZms0RbCV&Qd$(pm@ap2#AIMf(pQ!#r#*8E;X=)v=g8#{aQQiti$ zg4yhPT+ceMr^SF|pkC#S6UZHpd5~Y;qy6XNP$7&yhLrR8ZhxOF#I{A|n8%%$9Y7md zCD|Bn#&C)%>)ep6%OEgo|gy=s$Vv$OAY)=aweF_jw6L=c%{A;!zZ;kR+6p{G(L51*71G@ z@xvhe6H8u%A+?Q>T|aq(dKKJz(P)UX-{b*xV78om$xT~@z6WF8bKc!;4$ZtX7YbX9 z@gAn+4nbuaH{$EVjNKLU8bR@QN3WvuqXoYCrB|zHnbj;au<;jXrSg0;Q9t{Ky0Y>V zqh$@=o#ePp6iHo~lgP0b@>$crMbBBaJRVZ@NtfJWZCEFHV^eeDM(rzN{|O}gN2}aX zxevzYvTjvp?{>X53(g(2o`@Z{8Sx?3K2$uu3!6XUFR8J5CywMkQ1scvFS@`u8cwHA zo{y~OXEmIE7q6%fiyugkYDIYxaGOyt_dYucu4nD~to52t+t8Wu^nJfz z)>_Q_kHwF5~K;&=yW)Bgl4hF9c(yU49PRQIj}ufKUdJ~C)zi} z->b=b5E-r&*&ihRFVLHdDaGmcDyA&a$KTHApxp#qTuOq}`@I?BgUNCvyLG_aR2<5E zlONdZH1R4|<9k?oBhT%}2aXW?tC>f-V?}b3Wnc~al!>M3`Q;w#C*+#Yhh@L&?H zvr^*(`t~Ms7cq2?bARWhXNaHO*zZIP>cQKR2jv+kl!N7F$F{pFd5>P-!*LM=E^zLR z*p&KxWqnqhz1!3Gd42qh>8Y*wp!jyFWy~qgcP9v6HJkRT)N$+avkXQpa;GU0v^as{a&E9O!?lSd8}B zKHhLCAMC6BN#>hV92r3VGHjD7FR5zU0)l<{cvcWR27^HbmT8RbKRc@x7G(@0Rx zNMmVmw3z)Y9oLhn1(qxz#}8WVAoFg1IvZ-Y8Tkyc@kOYWf$0dC4aCUj@P8(*T*5}l za$3xlTk3dSiR0VF{`;Jl=ObBzSD%hAdw(lbo-s=9(_c=8EAVhDR=q>RTH2+-(`Y_u^{z?4$LXu~P`pv9+zy6mQ`#xj8tdDEWG|4gB+sN%j%m&U)E%`p;TosII zfdAi+?K_;#y3oE_zG=+tMXLt;>@P~j_~a`-oE`FncM`pC;tQ`kG6%b!z}ZCg4ba_* z!-b96mT&ySJBs1Q10?U^lW&bw3Ac}Rc6F$}q^BDtLyn&V$FDHrSfYH$4|z$KXIo9 zo!`{@LY8iVo7v0J2P1|;AZr>Q6NyhI-E(xCMw{%-9`0zWsyvMo#c}C&mfnknU-FYb zV09)dXGL)(UR(nDFYx>0;JN_%d1Cno`wXJzOZ;*biBmZ{nU%`WrXD#zG}?4MKMm3M zy`F%bQ)y7sZ*zA10+Q`nCu2zT6%Q_WFO(rSszmr-ng`-#5aiq{*+ zdLka4iaSf`^BddjVBb_}ID%C#W{a)ZdWYWgE#V%$zu?n5X>f?2?R2@t87+L0EJojn zg@YixpTF;6Z=P{HWX{NUw&WJy%}x`HQjeWF>vJIc=N`u!Y`h+8t`cdIMZZ5J&cxBx zyl$ycvY)@E***D*Q@eDJ{_ba$|B=hzVv?#j7QQptIH?oA^S)E)TW7kQnR&(bB}{nClR~55hwAwE@Dh- zasBMvZ^*yEu~W%2nuYTeHOxt+o-6t5O0hc?ito^_8Ot}I^WUOJ2?*pV!e_=Fz$+Vw zYsWh0G7&4)Gg7Ulo%V0wRx_5X0{gOJe@T8Yixj;ec^7N%a!w71-ZwHh5LU_GMzfV}L8qPh;x~c4veJ{!Q zb~3Hs)GGI3&e7LfFg=4$j4;}AqYTF8mU^wj9>3#sst~`#%0FTA@n(pzuzZ+p7yA5m z|KHPVX;R+fymv&IyI3`vkX#Ixi??*q*p zB)fQyX)y5w9iX_vG7&XYXL)W#r0E-DKnJ zL#9GxtWD-Ic#^e?yD=vFtiLDu$2jn+zY}TrHET>Vmlo5WARTZ@6(1-ZU`Z+-to1@nSzCX2)a|e%T+^-5hVhS})N35f(q4v*3^F-_@Pmvk=~{Z5iy#OKPhbyMDQDWBZt{hK5ziEr!4-N8urL8+(zRk7kB*2(UT z&Fr}jH%IWcXK|~zYpou7=|+Yf=8u1ASOQ*8vE9wcwXuzR4f2127?@exg1lRLRC{x#C|wC_rnYau&MG|YbEqn+K0 zKdvEZp0`(p!UAWWi3iVCfc z&uaMJK-_=UNS9*3Yxq7$^sIop=aKvqSeIds4=`;Ltgq9@8a)=q>7{s)efiZyxDV-n zmU!Baoi8y~1v*qUTh;gaBYpj;|HJY4etwaf3{#9=+Gn5Y=Rf!!ruAf49>{l6RVvTS zi;%9oNLI!9S=06}-lZ~8X?FUCbuw3uAaMgc%9^rxQog&M$5*QCU5hnqDnnhEduRaza9stW-N6K-yJ~PJtQ5i|HDY}tT}#=&o|S#u~}m{ zPg<#UEn0WeVhZp1UHeo}%G|$~20w|Rw~AojlcP5co9H3;@UJ&|Pk3(PH}ge<)R-O1 zvg62;%nbX)n1gxxH?D6kAaiN_JwUXcETV5<-F=YBv$bMIco$d3U{6mBUrN@uY5F_~ z?|}I~EWn5f#LabA;gH3-ip^x8XTK+<^tR!pBtKNp< z^Q`b=w7XDb%JDppRhnEjg3f@o4XQ zLGKXXv$A{dDl^Gfes9&|+Yo)nob(v$b|%}^`g}tVYjOQa`mERfFdley0WVL4$yRdr zaMn~ZeMh1oyj$FuA!4QMaRVQ=F(jON-VuSJIKgl>}>pgsa9$KkDemJ(bgy}wgXC2@% zFi4KCEAb+$iBr{iJA_}>PgU6F=~sDvdj(`)$AZyDI1ct%fxn#nlELg$7QK=EALM2I z3nKl0K08_jNbQY$Kb@)1WQ|{j`^_-=9DU{fP#M_044KLpcRSm@N!R7PEO+#?mM1GT zOY*qGas6Ig%$~G6al8(X{Swc!GU_3`IGi3Mowo*h*A!f*U1qGgq?n6c^VuiWQOC31 z>t5G_A+p!Q$>&IS zk9n`DRx2R0+q(fQ@Glm=K+4sukSpFv@SM+LwRl6mA59@?_T+rYGg4JHS$(H#lY88M z7fALdZ%)PJ=EhwG#omxV8A}c(OEThoLCZCw)GPYCkSG4cjumLw+^5$=Za4sg)dI(|6Mi)L3c=)jUY^RZ#r1wWEKb9jW{#ahn-YBSR-+{E z_NnIWyW#$;`J=J-sl4+kk4zTbxwOkwL-r+xgUQ&Nn6t>dafWzNgWrAz>!(=jVSOCJ z{)wX(lco~AW_v#xHmz~-752H9ynCHJo$T2gd73ltXYYmu5$!9Qx=w^h?lbP)Zx&#}1Nz&Eu-s8Gp zkydl@tPy)HB;yNYAMAK-+)gf~>>bQ?&dbJpNBrr*cAt266}!*kuc>Wy8_#|c1HZ<& z9khB8SM$wgCXGK755G4%vr;efysGRF$vptJEs^u+8d(*?)=5-ZFyyH zcDexT7)>8lPtJ*oeq{HisZw1RsR?5pAE zHKh6&(lhDtIxKF(ot^MpFe5%W{Q`x+Q$ zWkptTmGF8QeX<8D`@xr*H~NxbJzf82w4tmt7^(;GrAOejT5ceXb$Sen$s5x+yob3X=_#qoEH^gsBHfZ@k< zxr4QmqbhgAUxU$;V#xW>Z${VnXEWD~Z85JNY&Pg=otT~#rWK$#ot>9qSqbdvfxCI4 zznXW?#g6~19_Y9tw z5COKb%vcs$fzglht{OhM7Us#B+<_iDwEGQqFZ%p6_Q~Gy%@93W+#bnG*P1b}CsQ&F zornwh=F&|(c>`9Zi|skSfIB#xtP!Au~`#beTl74!0%P!*2UuWxnw<>KBGvG z{B-}pY^SsGbi6go{KkGyKiE+iAa&)dthEF6|!I@@@EK|NepGN!^j9u=@gwH}lKvAn6R9O4wDVfR}w;%Z_wj z>JqdfXH#fj;s1Yp_Ha_4ul1$0A1s<&ge}QcdJ4QAqGbnKOyFysX!!wDj-=!F#!nu* z_nfUm+AP1`1&?Hk1!uSgON}0iR=(ey{I$w{xjdG&Fab2 z*2B#EByGEjP1lHE2he9E*3K%3UA26kyNC0|lG%`)PUqLWYJ_X&z-6Ky2Rpm0Hh0si z8i}*YDp$kT^T_2Q!CDr(o|isK(t)u1fj;@xn%cJ=%Z_;t%kbQ^lD)p?Z|HhLPe=2vpMNm14w+&@buu0J1mH;%`j;5hm~Y zdjxc+n&p1S`qb^(1-nM1ONPL?Q0sypPvF8HE%OB8Crn;0dM*_y*5SrZI=n^JSd&S&iB3F3TCLI zAaOY#o`}B#9iK+Zk6CaLZ(0VulI(evBgbP%>YG(5xFc|sIP@h8C&TWQydrnRO6%bT zKPQPPBUt5LnBC47da-zFw*3p47yMrB_*O?!HRmuAz6A49`n?ZkZAJJw`bjmCWKm3Z zknf=Jl-M=Ykz_?qoxH!i|K9hs1L#y$-xVNPnEm$h_+(C)qSxE>`;fD)hw4PEpF-N? z;dzFSEhXLE5V}XZ$;L??;g7_cvY4Iy{D(j``37@E_d2ghO^asyV<|SAqE&V`BqFcZ zs*f3Np-4G`EtAz|FhnNc`Rg$MLVW1sXm*KDGLvkj&2_A}5;uR>e?vZa2NZr6o3f^V z4^)Fp1fUub$MPg zi6raJ`|$l6k9)Fbvh8Pg?MF~-t<4;gj1Xr(_j@>bl98c3-t-k;Zy@1O1v5j|$u2VE zCg*S=Op2FZ&B}j?6^G$@t{3n1$-A^1ucxDVUoE=Mqs1kp9nJDZ^p+};H6hXnOS4P$ zQ#M~n$_w@1%MA1cW)6q^{v^yw#l7@>A46*4b@o**$GGG;{TW7+u%I=>J~BVuS}?C4 z$tMzF!-BI(@~1gx5ER_H9&*ZQCkRN_f!0NJC(o~GDuhnn3&;st+C3FGF z6XTwA^aU)tLX15g$``Zy1H87Aac|P*A-4Sn0(l01GhLE__yQ6agM1zG58(k9!nYNB z&4+b0=RA(zm(#2--c6;^Ja*i!&2aJf7Bk83{4trqi{R_!j!kBp#pEul&m9Hd*mB)E zhlUr^^>q>GZZh7)#?L|GXDE*_cCOF6iad)%t}$Zv#Spj(uFt`JT)}soV&cwncD<#5 z*?aJQ75$&~$$3!efDg_2{1*j2wZ-i6un0AR)XC-ffpcd=VvXKbnbA_i@*e%Kf>LUp zo(j>Ev`I#W8|b?eS8ghZXN7$BA4_MYUM+LxQM7F)!d_ymLOkaiQR-|cv=*`U7kwTg zU0HgcB{H1Crf0yf3`@N$vQOq6+2`|{vnPl%+1FCU=p`K8&F@lc{(bRzAip^X%S!XI z9V;3n4|H7?$?DR>$MzEPa`pleJw&rw{N!8Xqz2zi9`Xc~8$kD48a41YSE}cW5KC#l&6ut6 zd>dM`Nsi@)1^ax@#BOP`Ib@sc>ykymAH-der>A{I8okWJ1_P2f))&r{p#IB_CL z%fRAKkz_NAl!5adcu*LhiqiN3($r^zlA_=JY;y<+Mi`+kOb*1Md=LIt#GV4b#aLXM z)vo8SLuj36BB_P# zCS!)ZS@B#K1Co_#o<8f*x;ti;!{*2ES|;Hbh8(t zym)Z1(LSU>6&6jFzvL$z$J^)dgR&4v)sE!FE2j5%>6F#*cZy`mTv5^7k-eP1@s!=P zehPZ2VtF(crAo;`H19~7k4atK@hkDL2HmTRAbCzUp5Es>=Qp^ef>jyll`)fNZTNxC z$r^(5#h7xgo~E*S59nO(*a7%?8nlY@s)oktS0G0RzBj_?&*4~dlE3Y|>%Hz^wC$wb zO^bY&{~DIb_W1-Gxzq5zrTDQJ7x%Hkq0TrQ`ghQ)6im|dZ}4er zyqbKdil2FyyA2+f@aXs1<8@axkBE#@Nc}%t`J(tM2NsRQ z@X>lGq3>@=b~71Elj><+T)yCXc?xM#k?vDmTt=3%UQOe9Z$syFJi3}Kwvu9!b}dB0 zn@N>tj`xuB9kPsuadP%uq~F1~w1ii@h_yfB$1*Jkz^0ea&hhtnBX4B)r`c*N{eOj2 z@+^PFcgsNTW4+G6j8fSAtYdi|_Z@q_f|JLJW{t7xL>T3}Vk*InXWdk0$ZC=iti2FQ z-|~&N;@n)Qly=rk?9Wr(?cV)_tE07E>(yGwl+`M=RFd~$CjFZDn|o@#@bzeT93@I; zXWv^!K80r2khvY7EDhJ}5aPxk>ntK4>aFZAmK4Qr6taF=Z{OA znXFH(%%!QRm^Cw}IkMOLN1&M5?o-(QrA@L0)*{a=M{hLx&lr6!xlVO9deh6GrNubI9`^e(?HmyMnF}To2A!eO~@5!b^Rpg+h)-!yStNf;cOCT zWkL-YoP(Kt`RqxoGnYhJACTI`e~S3o-#-qUj)#A)KX0V@2==)bkKSeD=U8Q@NN^5I zEEWg);ra90e}hL2MX1Bc)`y z+GGyOPOt0@O5M8`*!x2Bcy>|tgh^$wyaoU3?bW9&SA>rz(^+ZE+oq=v3wYBPpO1lF zL;v5x-T2zStTq#0Qw1Tb&Gw3P&pR*nyMaC<`PN)fvjRpusZ9w|4%BB+ocbE??q>I2 z`OWXRbD?vxeyS`arfOYBbW2{qks|C))=I_0Rc!f=vxn&;_w$BABY8qr(di!Xd6(9A zn;l*tSp`w*KDK=vCcSBw-KK@`Az1}(Huoj>)QjvhfL5a+TN$s1;lbnV`W;{U%=>Ay z_{X{J`OxL!*Eb?SRqRcT_A{ZLdx-C9^OT;iAjM@E)kLHlj3vAHPhD)D!72y2j!S;~ zsg9lK$XsW??#kdj)?Pxs>=8Q<7gEPP*+IU*wN7l8nENlTB*Xj35ZFnsqv$b^Rr^Ej zTYZ!y?;#kMl|_}c_>D~M3v4lwE>H5IGuUbu>>p#T&&?Pc%(t&=bv+(e;WO7b8vS1+ z>yM<#RZdn<=85?YIC`efpE7!~fHo5&iWxO4$J&XX8=>43W4<86P|WW@rtAiK#dves zuM_JW#dl8i+tAS~eUfMH@6h*ttjkKwE^w-8E__3bS;4XoyV4lR`tz}R4jX&{ha-Hu zOBR-7I!VUY@7N&qo$}1{IeNZCyMOrdVesh0v);j|R(h!ir{b(ung`Wz-X9onn^|f- zrthz}-gM23GTUhP;>9o8y-wfkzrTna>kF=0o`&ilkUZa57r-LBoZ8^_Zbvt;{XOi` zk*&MXG3zQ9^Rsg?yBJA+!iLeTcb^EDXAsBvseLpu7=vxqWxyJ>PF^$EcCs(Y>qamEb$6$vkxmdOm4u|ZIC>b zKK(_5m&LySY0;mbrB-J(R?cqx3;9knR>@kTL!i_TqUVWI{q@>{#t*}_wD+Hr{0y^p zDf8=mc@-A^QY*yyT4U@_BkspcOBk|FJ1=Yk|bE@^F>M=&ua7Pr27$L zPQa&n{%_@ zA2Ek32jNGu zb{?g#R1g`Y)ltyzZDuG!`nDuH6;Dog-aq`P4y*rWCccbL$wGM}JYFPmt^=pQyOAjO zn-M-RqYtO=a<~>V=ZTM^L^*7!=|15I@dglu;M0M`~@qj!+Wn; zy^{7ni{ghsegLm~#|-p`7H31KD6Ze+oQLrCUjDlb;+vh5tF0qkL2e}Vqon)AnYpud zHJ&|b?}%>~WBp1|Y%T;+_5O0_-3Z~-6Dr2PE{5t! zqC#tZzevI}Nw|T{QswJP^IUP-j`p(|b4u!S08h$wNOIm~jbJh@Tmy&XblAjKQu*`; z_N-%+TCSolg#E+(=Vj;LO7>(f%KgVr*n1@3>`J55Lw-f;%XsaRczzX*WmVpEGWs`)Xi!?$?9gjU&4zZoM= z2~bcM!TEf(c5{AS#*p@o!T*{@Q&0PyOC`RIse*%__3Mvy-08} zTcvLES!BG5XKuxY^YEjePyQC|cGCD2EdCpl+Vk0?;Z&HU2f}0%tygIOIQx#~v8h~? z{lDYct_uWelH~^YuEc;pG4ou=RwDmN&}^xfL;2-BSl(72c}DmNPL*fJ@#N`l_FTg! zUlLP}$DXW!{nYhLp@M6m6OFqH-AN2(Rv>#PjYsBZIdtU4~X9^Dune{&>{DcQvD!13rb?uhkP*KvOYJr zUZB^RT1_<2; z$^7$@K2Gp?DmcC*QnVrY!>oEE{NBOP*(}+Qk5y;CdU$p!JO9cScSEVZ5sP7cS$Z6g z0fp&%1AYH6JLHZ+b`D-m`-WzccZ}W!GkgnLa_w2ZF7LV$HapEk$xD^Yr?ar)ZL|L$UL~tlcfTv> zb0Ar|ko7GQ?;5|YXwg7q|4zTlVX+%RCm8=~t@h(rWpH?g-%W5m+NV`Sqe3*y96X;z z{-w>?yzD>dW*zp$W~IY1uBNf`G%agp*3#k(K6C&nZpH6uEc0Fg!e5vlkA=k=b5%9^ zk0$lSbgB&R4dT>l@{Dk8dN9sqg~=A^E)a*m+OPgbg$8$71dI?Rro8S(Bs-qDPZD2ZSsxhcAu^z-jEN+>BQo%kIOaqr`{nX!oo3 zGt6|)8K*VOn(JvEJJ<1hHZS>3l$r|M;;m(#2qiQmGNW)LbWo~D-1AXa@=e^s2>&WtsX z4>yO~qmXT)%{`?0g>~~C_y+tuoj1M816T6;A}o{&38_N6gFo*xMjyC*K&E^zNS5kd zzTfr3vE<6>?7WL`_j+xLi>cSJ&Jsus!oxmhlP5*Y)7U8AT07Gq-%+cIA>Y&R7KruN z;xZmP1+E{P8S-6XzPT?eD@yQ)yKw0&_NzzdZ}gFsE&uS``hFW5YbKdK7lrc8wyt;C z@znrl{=l#Qu>W_+JO#DH_U`yFOmEk*dL#4EE4cj*_CCup{poSLp4J%WYkdxZNN;iC zO#E#F{k!mI4m^^rr8;KsVX>3Qlf2B?dw&e1v#Vf%pN9IMN&lztrA5UXv@Y)0!@+IQk>j}-8w2JD){VIaTD-J7Fml>DfD zu&6GMrjE!~j7$yn>@msimDC`A$E$W?%TEPYi67JBah&e#r%Zt+r;EV1c=rL0t#UNE z2mhz%-Q=tQmjTYZj#njf&{5=nTANfvea(@Eyk{&VDnqL_E+u=+p}ciJpLM{L*T*q0TPXJkJ@3w{N<(-v*`I$oCOjy=T-N zBG4*5^&syhV$FBr+uzvt7{B>~6r~{izIi@*jjzO}itM{si{ai?h3eVRd!8+F<)3KL z+UP^Xh&%!Rut16r@njh5H)Z2bjdD7_NY%Wv^f(48S!I!|0FUwMmLwQPmmBcDkNCe? zn})n$wX;Y1-vn>gn|T_NYqazB!fF9~{YRs$GAhMVy~T@En+h(AF>415N3qu;l77vj zTDm65x8G~9eIFf1y3Wjww7VgiJU`j_d3`72frug%*L-Hp|=u0{xnWwsQm-)jdWY< zlV@0DvXKw*Y8*x!!`3~_U3)O)Bz8z$#7=*OIw4CQf4i zQD(s#MA|d?^WS3R*RBvsLpQnH>WTZw8@8i>!|}z}pmhW0R3k%2QSc5ZcY|a-w#}3K zx8YwADhESumN_DO=Cf+z85)-nK_A8B(RzLr276g~FN7Y^Un;rg&eS`4zX-aw>8+za z^L>0742PP3PNe5n_-MYZ+&MEO!g8dS8_7uXLV-0Kh?Zf`D80^$gbJs zQn(0iXVNM4FaCq#96nshjGi64seF-VT}7OEK*81GR#r+*qC$9)d`kB~uPfdc)nB1UcGK=(K$y?}_9i$i0 zE_eGrWBGsl^nlC*&Urf;T|@ef7}MObbv)-6bA3yr55cJ}wYL9W*dW|Ix{O+DKQ1+4p-#s`a_ z?~-}5PeywE3n{WL`g}dyj_JA2G@fFg9vS*B{vWbym6`R*UeiqTX`PWRiA& zi9N}Ha4v7&gR@;RG*`yiAJ~Om*6DRJ?<=g|tmb)^S7-0saU?l~H*O)@&2ULQ-K?w2 zRcu*jB`;R?hk&x(OOwffk#Q=b0R zCi7=va#ritGh#Agq{3cSb`N3EhVxm_!9Mk|jv(b=w$G}_R3xj-r%yG~vBp0G)2rd>1MI#|97+w# z>h#Ro;_rFe+vK>1_uovuFZlFeXOzapF3>uTWLMzmcJpI*eYS=2E3nCTvN^{5i#UDR&dt?YVI0j~sL!;9_T^fvlGd+5r8lJel5ZclU!Ns2?Rt_#hf^@>S)-@w;3NF6GOuk3kEdzc z3fgm_GTT+wzmWcxTs`!=3ipyVsjtX#Aw2V>d_QwZGP{l;%>|;}K_q?{!-`{Rve&$2 z#+%MUFS-IdOC-EWyZ$&`*Jw{Te>$1Ei^{oPt->3w!N4gn-A{|`RbB1K2e>lGr}2cg ztdk@vC|L z2aOMd>4Vy54f%a^uK}H1qQ+P}_>;|x@{e4}X3s(H8c)Nksv_B^t{S?+EIaK^XOn~U z^c8I;K=oX@UI~#}q`kl_T@p9G#mzUcr4n8wmtOW}&&0#Ri#`M zu0QGW0S`*v>aHZn9kz;e&)t;lDL#$`PV_ESV)o!nR-zU)-XZw9k_4%9J|3^8LLzkv zn`1>Ac1TX+)yAGik`?es9ga3IUh3Fzvq@ob_h7bq8f&g)rAJ`5-6)k=C2Qyob`AC< zZN7AV?*E=2%r_dKIN6(8G)$CtA2JN)J_w!0Q) zPv~(syQFG!?tMIG&UzPqOI#4o9;g*5bJFsXj!j)yyRHkhNuPJ=vK6aldPNgc(6drh-csD@rg?Lmd?^cG!ndH0& z6SJ$TD$hF4d0*gJ7x;DYN%oE&@^q_grs)XFPsuWa&3F502kR3_ zoGhPpaJ8+m#+yTK$BP;~XA$|=>VK@))%BjL9s4pm8^5jVcjbJnru`TAJBmi6vio}C)UslODiXDwj9>!g0> zu~<2TRJo75mQ2<8Urip6%Dm6P^hgX$M(mn!xtNUm963WDOL1!kCN7|NGg3XnLbr-k zwZzD=V$(s8%6_6jc#-Egm%^n99By~?WO&{K^T%P>L!Y1WiZ1-;4>C@I*>1T_cwNtWmZh z)Q?q8C1)!>{vjLw%i@2F9b>VeDGbM&Q%_*C7UIBtT0gEu8S-asY$?9EKaRD8<5HR( zMb6xBs-m|%#mVlux%9tORGlqi=bq0L=x!4+cjHZ&f_pvLtKAn0g;+b4rHhF>Uudxr zOFEFZwutewK6<(eY=tp-^55KNyKy6#n;tdJYO&yE_HN}Tdl`$9Ybb?Qcai!lvF#&A3tFV5p<_p|Uev3IL+Qors_$p1;J z8`yo9s9Rm@JuFZZ4;zY+3;9+up}oxB$(H*F)Nayuo~cac8QUTL2ewopZ!Own)!!ws zUCIuv#h~Y~AnSw*={*?`=d#09q)nFfVf3kiGlTipOC&p2e?wU_`}M9hvwf%cQlj)3 z?6#U;wGrJ?GyZ1WO6|#s`hAzAE$H+a2}+Uv0PWl0=vMYA$>$oeZW-Rz(@*X)U8Vm` z&Z!8&Eoe1gocH2b~YXF zHGgL}&rH~@f@?LS&d0~>4NG3Si&;2#m6kyCg*J_M*2a0n0>vOj8ni(%r=gHCpc;p)F1gu;plCSi4I;5AH1rFjZ zEoi<8&fh>ZtMc+Ksy59ZqHES^CtGP99{r#`dtps!zQ01u&sEDJ7CDIjf6S&2;pVHN z&#gXv7c(2OLKzlMZMrtDJCh->Ke^i&vpzkuU*Z=syysn4(Q+&A>I$(B*{YnD(|GR7 zu*iM1TO3P1#8;hjId)FM#G<522IbW6`9G5G1YE1>3j?^RP$)8#D9t5NB1AM%B$Wm! z(L5<*BttT!B#BUoM3YidLZL{KA!SIDWKNREkPsB-x+N>%biQ(xAd_K=YKZ-0@5cNbMDe6OU&hZTfz$GL9-IS&ecj^%;>}p z$yRqVFW-a7cVN|bWbO&;Z&~FbvZdbYG{+tm!Fuz9JIzC@$a9oAw~u!3U~4t3KMNmz zH%_WuUd6hbvFakdCu`6TtiG4-1N78_AN3b6c5D9|?%Y7qqj0{Po|6^uV>Zlg>PD=Y zjMw?rc`d*FM4J|nzn--F7=J4r&*WcKA&?5}57B%kZqM+#JZA65Z!f}()5MY|p_U9} zr?Bs1&`b{4(;O}5^JB#PRLRWV@msO~BseWIR(pu8@IKesgV?DXZ4V?-85+Nhbsh2V zarjRp=S@cZohHc&mzH`Tex zN}9dkZ{t&87X1wadOGs8(X%V2F1%X%--}K|MTJxWdzihKlB23oJ`klIH1ZYX*dZdV zfY&mZf2GGBt~QVK|68M!h0Qg_PSxpM&N*4Hy;wIHZnuhF7n{lRJ!MUS7t|I3z9iiU zzt59oHJ{1%<_&b4N6YQ5e?Ejo))1az^z1$9&quHE*%p#kCUp&3pT|b4aO@1Nk7ToP zWcpE`sf3cNtrj?x45KgWrL3Mmf&Ci({IHhmAykBY$BFJk`P+N?Pn-MU(jB)(Kwz|J zFadY6KCpt3W*YrnF@FK1_WHY!eXgqLHSc_%wOVZI&a-N~fM`k;y0q(WZ@-nj{? z_c$l}h;wH>S*&uWuRJ!LPLu4%P6W!X(ta#^nqJ;xkK^$>vq3r7CtFoCVu$?)N)7qOkA5Ug1p7H>Ak;MJC#@SJ@|GwR^z)@;KFS3R%MBq zdh5+QzNF`T)_7G^4_ZrncD}K;`ZW1&PRE)-*wGa(l^uNuhyG%bzx7;+opT3#nkY7& z-Ve~R5*B17z>isypNDkq3;?w?Qu1TEDc;r$TW8bxPS$JI@RGLkCNb0lBIU|wb1SZhi+s&)|^xnXSVXhEqrZ~Sd}a9 ziah;9OCtBl~V6$p+_ri>1jW6JGT;i(W^*OIae%@BgCJYkE8xcNfsAu&7*F z^jpjG4q=Cj@L&c!Q?I5K?S``7*DN#>_nNYM1rjBWt~FMkT6D#cIb!CQ@W|SNREJnf zgT0RK;XUsZ=y?s+P8a<<`5nfJKf~c6vLD8KhqG6Av(W^{+wzh+#+vKcd3rfbtUZAT z-wpR;=sd9C%A*k$w}#g3_>&be*+2K2zQ(}+bh;O%adNt~a&4FjR43^7I1KrhXIut{ ztLS+@JEzuV?oGbI!uN>{HCSpBZyHFy)A8v=+9m_>VH_X7Ga;PR-6ILeMF=-V%~o2)}0i^jMfYnXOp=vZyPEG^`KAI_;kRA(Rh_C z0V~D&?jT!b~VhNude4xrbc zWXfK$2YFTM6leYSW?q@vtW}M*N$eeKv_hDe*(UYF6MZ++ya^lbVzq_ZRmI-3#QHhx z{W}Z}A!VM0=9+LXNmBo?c|nAK36n?Cagm5{68}v0^d|5xfdi@bw~xs349#j_^lowO zTTHy0bYsbREU#W@gun6rdGaqI?F#*r=L7Gv&OnU$yC6D`6=RCiy(_J@L+v(lcP4Gt zQkKE{<9J^K)~Ulc?j?I!aqK4T|J33=)<~xC#dI#>?>cQdijvD*mHbEYspMa3%xU;q zS}(2iu!H9}Er?w`p*x=Z#qeV|-8y;wC295%Q|hz9{YGo5k5uIQ&hJnxX~J9f<+WK2 z|E?>JV=<~2&b^7jWuSBoc~YfmEyXB|rOPxHXrp>aoBs zS2+!_W(1#^N5b#u(}z@r`R#nO%EK&D#3uuxb{%F8W4mkhut2Na#XCsPnGe>};53Nu zX3N|aZ)lD=(8v|>=&OR+sR}?4Ym;jizK?o?=3YeO4X1$#HeQXn6x~8NideLa#i( z9HpO|=+l=pS73QzR-1%RKSOn_cr$@+KY2ZvH~vM2u~>N>gB}!%l9jPB2K)s1KXGe2431{|WY7)A zO6hqbuD29-@5SFM3p_Ea|MEm&m-)Vlc$w$D`6h9naXy69GM}cuRC#U*q4LlkBX)g{ zZF$uR>X0(xh#SY6R4xp*F-V^b2AcIA<*)SF?sTk92A`Wo3jG}3nLcpTUM#cS5Wxlt*J$ z7q1WVd3M{Udi`&DNmisbY*c}te_`yV?76R_M|hX)TAlIvWEvg>sbuoFoo#24E*bC# zo5hm1?R5ScAp)n@9fMxp4FEdyO{`bmodIF2kpY#XSM4ImtOvUCq5^WOEuAR zllEDul1c-|K`~hodcbrZoGc0>@RIj

    AyXL#`uK$I}2G*P+KXsyhyekeB)_$+Mw@; zq5A|>Qakey%z6dJ$*gxR%a)>JS?6}cx67Q_%IoV``(Lv~bqu)Kc^~2Roj87?`MW;k z*25!+{iJ0nks{UAisO4Rd}s#O2aItEuT8$LQQCh6&p&83-A_s9yyVlt81kdJt_@7H zJML)ANL9Y`F*iFcRvU8*iEr2Q7rgXEwz>+2*F&-fU(cG4cl5Btu?ZMZ8J}js`CW*9 z4bgA#<5$w{FCJx8eloTGs?7`f|IrMPS>j6XlRNo%8vO#@vO{qUdY^BMeVnfcD9 z>+4!S;B}rNZ@~F0Nl{easmV4(5797JDYYP;`gCo1z&0ag?`hU>=Lu%&t1R?QdnTm5 zFlKTVr+#T0{{Ih#esAo}&Y10W9j~$`LPh&zKIWc9yALdi(=^8P~B^!dc3>>oA!hAIlS$1IKN7=a_m*i zn8}!u4EZg^hwi*!E=g0bV>Df!(r+U%V1(X!7&n%_#Q8Jyzebcw4WNy@>P`L4W6xyw z>d0%l>AQg*I{ID3BDb-_rM&qH{yav+JQ{nlV|N36*5h0++%L&09~Z=?w~b$t^e6f3 zaDJO?%crqNQ@uPY?q?-@D)0^`(}@uMiVZ*J$*=N|cl7`NXJVtVb0vJarvHa=_;XCFMviIpxSIair`?&Xo!~cEjH@H!bR%u9YMO1~WiuVQ-;reKp03q$|5HmVYdl|qS?<5I zDVT#^@%KtcYZ@_GQL=}6DBWt2Xek`KiV3U-9h`q0TV=P% z8T!22ta%qCYGZ0WXk-`p0@CEEZgJ7%Bp7Dy?Ct!1P|j6xzBkn*Q&|j8j*z-W{KZ@o z+f`%LaV)$7PUZRa2o}o@h#S1i%Enak_zqug(XJ2qpTX!W^mDD5Cf9o-aP2D$Oa_GC>E*NQm+6V7;cE+HVjnY>b~ojDP6$Ee!AH@5$-?nX|4X zOAFC0`#K)M>IS6C%FSOfFp=hQk?3Qb%=482c#x{=FR@*Ay*`5p+evW@&ne1ZX2anq zt=egSAZA`fr_`=W2DsgPXaVh7(SHY|$B4P7IhviT$$j}DSx&~jGgvv*DX({CF`8vx zRqndqh6l$%r80)3Ze3mM?`f<_nBRc1|c#iJNffp2vbx${l!CK@jn<&vGF0hGIt<0!vFjZ~iusgrfM z@h)M@16?_#uFwqEER95|nr6c4@XwCY%V6;YyYw~wGUwEQV=>(5rH{?LX0h=HTKDo%QV<;W*bQ$^5yRBz;(BJuf?w7yth*_Elub9pXF9R~Hzgj((@G z`3dCzo*#DRCwE}WSTXnvSXLlKR~rApfbJZb{=O`8Q_cVJXBiR;_ zr6X@TgM816r@7;vXS+>VZ3-{03(M+|$dz)khEB!6tn7XRhjN#+1Vpns^GUM(<+m9w zR)f$lKK%q6k{vE9cI&auUG#jAKmQ~S-GTqdvDOC#-+{l^vN}DhnH@%Bb$u-_War7y zdzVj-cLjD0UH-q@{CIe$hEW}opNIvm;CKM!n>cSBO&`GbtaM71w5Q=QpPru^C->5- zl4g-tSM%&9n4OG|jWH-swvHv=2%juB`Vz0RhxP@LWEqC$8}lI7j;R}v>Um|1w8Ytm z(Ecz|<{SM!*z|$9AbTo)y@kKO$zRUn$H`mWlnq8=YxZdW0^4nl zrCwH^#Xd!=`*=ZR98I;Xp3tx6{9AD-|vvn+i&~AN#0rw~0#0ft)y0 zmY(g+c)81Q7-Z)d;~p4i<<~N?ZykKkWashp+a@Bm#k&&D|AkE1Y4az|HTeSQ|XE{0)mRxf6L&z-g1d^Xip|A1NzZGY6m zua2H$+>QEM1cg*>YeI{?Jo0hTWT(EfJLwejO)uV^+6=8Q{s|*zHT4<@kL0`iLVg+K zwy{Kc*4!WN2kAMHJm0J~(dcA-T+YiL;SDuma)$ZwXu2hHW$uaOUS4hfH<2YD5(noM z#OW8Xzb~|3(*G&Wn^)i+JxH>JjHyfVBDP-5;#q-O1p~j*XL<4KZ*pe;-%96JbYwr? z@`^TR!8CgpN3g(mSeo2?S>Nz6KYrO~Ysp!WjEPy(NY|A%+evf+B(oQ993P$SU8+H5 zei)4zsEeDY9?)HG0Mej)7{{+DwH;_Hr%IDwPXnLho@n9febsq4FL{ zCKh=1Jh7m%81uWH$7A?3v0`8BKN!lJaq?YpF_|u>((4Wu$anF48x8iIeD*t^8!3(+ zPRB7kyAPi|)EWEGc0LqqR-rSe_yW?puf_1+xgE;X522uSO$~#@Zb|tzA8p7DB#p3Jm6*VCz*%u#LQ8m z@{_wzX8q0e>H<=BV$F8s zTE`0uyMC)q-;>FDlYU=^aH?=mW#zf-S%m(pp)ge}O})Ql23r%RV=NZ8tBM7m;$9D9Z)Nqp z#trI^VCC`HI!OB?3TC>-q|cMb*GSctW`{WUG(335r!&QjQ_1zNUWT&e0qj)+0?9}J z7Vj8@mjm$W8gVXF=<30sFP;t7XZCnLhi9n?mCB}Xh$idEcm}rQS_4vpx1PLtJ|^GEBa_FY6(rukkCs^U zy-zPL@T7~eI#)``v6}q%CzESEdtCtUhOo?)Z5cfrjiJ9evk}}D;oKta#~I-?%$mu9 zJF&ec+>;k;hRD9y&kO!HV5RJNSx=W#kogApD;qOUAwFe+TCDO8oohgNEKGC9tp>JT zNAs0%ufn6?#W^y;LB;zQU-$kki#gal8^0&{97YniiGrN`77tF6G zlVKt6TZ8w>XnisEr7p+47&w?rXJc7svGPIvzUa(C7?YXzJvt57`wTL^=y$C#pK;FB zeC7^Ju-Vv2y?Q1saz!YiIXrn}T_2IWAP^ zb2TyaPFF8k>2U*`hvDsEaJ`*9Pk_edV!-Q|cOg5x%br!Sri7LwX`hwlsc6wn)NBZ+ z#xz(-|F<3gk_5RfUxaJV`Lr~NE3-y#vRw%AC(Vsd>1Db9$)47Qq<{MSMrYJur9bGI ziZ)l$^Aa4t3c^>Ab~%>R(PKS!`;jePCwn834x;M~{BS)~pU0|XQraXsOlR9hB1eDt zW%W`Ky37;5KhW1Mc+8{i;g~oBN{`+*m3 z!jVE^^N+52ii;oR@jl;=OPY!AB|%BY=9B0V46i_fJbU?)z49Gug*GqnpzJ+9kQIlC zc2i04xmSxY>sK-R6h2#qWCyZ-zC&FHr$tamy_EU1eHUMk!qL~DK1OdN_4X|dwqig9 zaxP}ATsd^*UCFI>DV1UYyp)+qI;d(fJ1KEvQJj!aRD*PgEo8}57`BQfAjUmq7 z==CJBJ_7S(fXla+g}$k*F!o*g>gvp&T!F1*wWe(O3V9ki^La8C(r0mVO?!B!B3XaD zJPQwNyRyl>x2x%vm4f}n#AFrEp06srH+OzZVfY+A@gxZzWz!O3K<+GTfM%``c9<(K z^D5bt7V)a&4m;GCACtK`iLd5A^I>>D9~wu~!|?Dm{b$wJOp#(TUpg1duh8=y&VCQd z$+x%<&+HD}MUc;0T>OGdnBQvfHzYv)|`Ox8rI97R;)Z z81o()Bs<}O{O3oA=DX2a9#_yAvuLNCu@&J?d6qR(~+cg2xvwAjzt)A(DS1SI#s4zdi^M0;>*jc0QWUApPil(~iy&~k&y$&?D_gwiSk^tffemvpe=4hN zpv}whOZK_$ddObZXSI3P>yB73MXS`-%WC~!^>Hp7kAcZ}>}a6pRL7j@ymsQlD|qsn zSkM5se=~M3?{d#4`Rnsd{t{PcOI$N08|S$ssZ5frOMQ?u^B_dD4(qx@&Yo>gS6^7vbbu9Lt>4O|-z{D=Vbxqk4u#SJN6jO|;Gq@D{Av z3$mlMNZ#PB@H-wtMcK0rYh@2`J94h0O;cm^XXVpj_LN9d(iwfUOm2p=Tm=s`#tYEs z3(?f5`yLjZ>DGXaTGFYy*!rotVmN%WHsgMt@fe=0fI?M0kAdzFG+POcar`v9zq^Qz z|FGT!5ov!``LjgHUE_Vy2+~9K)C22til-g!Kp zHK0>J$d2&$VZQ$tZ|p**=XuW4Fl+4h4E|9B_nSk$jiV)T;Bq)#K(CLWdKbHvC(j|Y z%=+jeP)bI?WHh+M`K6)tJxx-jd90XG3{$?R!+2vpCc38*c=D4D!20AQ?x4p+%E{tkADl=Yl+tWbU+)J%tCU&cd*3{> zr{GuGrE>1mxL24ZF7mgW$nyWVR>&u3;!0sCo`Vl>8@IPnI`N`O;=%b4Jy0x4UA8?& zJC*M>G|C|Hdjjux1&+s&aTV^4ByCleIfWH_vUo2xDQc`=%`O}1`6_I#=b8E5T|{)~ zf{RtjmfR)3!mkddY#>7->tFbIgSb)#$M=Xn$yeFL(Z+1{y#M_jeFzU*>A5@JWS3NT zbIcR$->~57uen+34RP@m=;hgIGE&rr%Ns^);qS9zS@zzHr$;^f*bi%RpXVaT9810? zj($njb6CF+q>muo50E+7%zig!k1cV7q`5LP}GXBR#na|=SF*Pd=-sMMQdCzp3PUF{E!Q9=9eRaxsA5FL1eS3mrS?O38 zT3zuvPpw*F`$^cdkBE>p86VT@Bc4>fAO<|>)y>W+2F0H26<-*{)|DMQ7pwpAc}=!S z4xX#od^BXTH{f!;CL_VoELD}yt)usLsQ*clTm$5uM0OqhLavI=eO5dP|JQqcHvP}x z!8fr{s>)_hTk3cvkMGl7<=aUy=j5s6UVL4OL9ta`+|DZLRFU`xvk!yv%b0wT^Uvp3 zm05D3u{-dZ+~v=z;-BbR3A&{*EKl-Q)9V-gref<<(jSQdc}A3b>$mIucJcRbzyFYa z76zu`ePYfQ7-p}-lVq$XR()3xSqnp|IEh*rrxo;0(03h{JP1+)`PF!R4Tiu?&Pp8X z&kIM>s5jZ~6P0@yp*6mB)o*HO-Cz!@g~^q~#(&|PJEApc{}0=hqvH=aRtB#Ik*+uW zs=B_rn6IzLs#T7*b$nkIsz<&baWyN6lVv;=rjiTw1mle$Yce}FV4cz;L2?>YV53Q5 z%m6ZN6E!~I2cKiy9tkRjjkQ;}skYu2P&>Y`27 z@)|aI4=1)@=5FV1V1Z-^PR+6V`1?UxOoq>`*tO6($=lM3C2zyR+!s#8-Z{>CfZwDF zaQ2JWXP1j1_Np0n6fBZWA~ktW^vN;2IjnyI+dD!owU8ed2Ug=-OTF|fz^^);J8M(l z)lxjLfzjsaGxuE=dvzO4j>U>qxbd5QlKpMsF4^zh?F1 z`#js#*6V!jSSaRudO3DY7X4dsu?oJ9#(*OnuLr-Uv}+2BtdLnp`cB$+!Ik%*o64`< zNRa!fWm)wGXJkG9SKi-b4ymh$-0l0AUf;uYRDp%_{XY49u59j$*y<#nsik?Mq&pY7yOd!U!M;ujbmK zgn6hl-F84?H-6{Y*dDfjg717PYF$U0fBAJXg!N$c=4^Y8*PZxgR$iq#Q}WtnC&+UROKWKXI~Ab2afT z$?k>CCUNo;^Wt2uvYK=lHdg0(W9fY}w)FG&2P|Ajnh(92j%D+`D=ZF;^ZARSY-7^w zEI{TgvbBKzU3z$*Wj?^`L;bD8PRVJ#lfHREvJ;1gkgJnd$xfVm-uKX+acvNm_A*PPI>)cZ&7I<@IFX#l(fdL^^&$yM zh`yM5&p-e#Q= z+T5p?d}k{orY0}NP@Z4GCtv8ZJ@49r+f~He3wZNGdaTG>^CT+y@6N}R>~QR6^fvlS zF7lV5H48tpUu7hAo?hTBPZ%dFpnhWGpY+xXN~_6!A&obgNoM2uer)ofzBc-M2=1q9 zNa_a6z`DO6a5k^H8+u>CG1b8eX}cJLS%=k1yctBI^RRe43%!jiRbbG79scC^XTsn^ zeswYrdT1x9I0j@izCMNdCLauN%l z?r*Lu`jWMotDZ@GH`Sn0^>DD+Hx-?F>1V5+OFO^5=#t#Rbw!Hd&K*LdDfBv#EX8@} zolu*LL#z4rvpne|(&x@y)?gipsf)ai?Qf>(d-@n<#HHGdhHX)t%UaqdW{OuZ27NttQ>q zdP<#+l90L3--c}UhaQvFe>!Q)Lj8Wsec0d2M4p}e`~re8I7o==wpwMiwKOL^3hMh^RK_Gxz89LNqYV(k_-DkhqB7MFfE?%yP9 zi>W7iHvrbh>#3GAUJ+Y-G%&M z6Rz~fvU;M+b1=GrmZ>7Q0t>sD3Hr0)n;7z`@kZkPqax2JUQ>yT#c0}ttH}rcFQczCnr}n6ebQsiadzzb#nh z7o*O0W!4wRvlnwYk9?3n-GtxqhGhF#AU=H!lP56uYWNLwh5rCak2gp65Hm0Hb39Dz z(|0j^da}Z~bQ%ba)Pg$Sk^6j>r${TX;y?1=k6(|%I=Gj?;*tm-ir?*=jPc@HQMfJ*#o=3WU==_{3h!<&>+%ezjvy}MqB=p{*$0_XA#Tl2f z|3q=Mt4~vZ_9S?1XPLg3u!rm~@WbpZEdt{gMdRm5`y|~Sq|s|+dIb-^^S&*{{Rg*X z#vE_-kHydYJzlgvzHBN-fwjF{brKu`QpL?KRXF`QYZT;{&XKH^4v1H z{f-cEn~E}TnVF8%*GF(KLe>|t?P+quG0BH^zOqSld}+jejnEH_@-Awsm=K2ea7k5WQJcx{1Y`(kEBOsglwHO681m7+LPZ zfOA>9uXZ0hmOBgIh+nw_eyd2F>&nmJo%|+q$n+T>ZUKo@O??8YPta`vB;LfzDvsU? z%WH9K56kEITWuH=!Kam&`Z!On3W>?k9qh9+vFBS7bmC0|F*^0#lc9eg4d2u z$tM2y9yzZvdg@Ru<2QToFTGq%yH@(_EygYK**|8R_xSZ$-u*`YZwt7X@612Iu^nIA zD_*>Y-C1=|mWNNrtH+Hyo3&fBb{9I_;JojkbuTTmC-DOjFL%z1VBlom6A#6l*1Ra+ z+$WQ)57`c9^Q>&kI_@(1*+$yBaO)1w6})1msF5}9c_NwYuU#C!5mu=&cRLH_+g!dw z|7gVeZZ9S18`=I7HFEtXM$BgVTTS3;xX_NJZJdmkz=kw$hIRT^kXgkx)v6M7fVU|4t_tWSG@|6%dj%Cy2{=ALV zM$x0TPmJg8Gjb_vyQSB?hc2@ML6-A@xIg7t5{PTH){ENJlUtxzK?ix9EsNRyhh^8(_~NW zncGR$!n?w>`G5!S)z4HuKbBX_hkvdze#fT0WFCjFsXdb_h-Z`Lc0RY2hiuS(l-c%M zqYX1o>N2L{P^$3e`fs{^Pk`yscrnGOrFh_S?Y`3L0ps84tOY!7p>giUl~p28zHy%9 zoV%QVrqAx?lexG28ylt8O;E0&hgV>6x6#(&?YC@w5Kh;l(K~F{Loa*9qbK}NcBpe9 z_AtBW8nilVT?M)C9hvEBBYXU_`=vf6?dP{S&MjhvNsiqOhgb1F>-_g;o8&sajRf0` zK8`&P$Ny4%HQ%q3N%~?E-vjOD^d6(vd|Mg|vB%)@D5*cftw-SfufA)-AWWKt_2KYk z1<^M(feJyo8_8Qb??PB^GW#}$$q<&!_pBoNzKL!xVD41s)?wr1eCrR3^{_b1d^FzG zL+1WAu54a|V4jRVj)O-zGkJ?Tu-_t*U(eb_oV6bR+tRQ)3=Sgc!`iR%`M+>Vg`7Gp zyg!Rf;kP@CJivI_-}0`Q@jea}rg>)mHLRLzu8Z{k8y2j0Y#4m@Bk8TMYJ#yd@!p1eGj*7BYEVUeH7-7m+5OH3d&AiVU|HwF0)RX5-8*)9G;xo+gvP)37RK^kgjg4wL%mJ5T%zktUTA zQjxqqJGJ#$@}zHd{nlAbew_EGVnFIo<~m~;tlq@J5itFWEh_sowKUEXUB07VGUpuS z?5(uuO}gpWQXG$Fz`T@^miuf9yo&n&1$Jj9&Hk{Z&^`f6`k3jyG6OU*D?BVFXO7NF zyJW6vXvAD&R)AG9a-~8+QNDAIS#T~dnuV9C*0=$~_tE|#pCza5Rq+1?LdjxKMa!mm zK88gO60630-%7h5$k_+d7VQUT3TSM4@8r zGlvwH!lQ}aHj6H|INp(bd3KpRAlaXsr^FwME4dp|T)(f=?QWj74Qtxt{FL7vO15>*JVGS?leeVqVd7aOGA0wz)zGL0wbV7e1ZEBN zn2JL;>#Y(CRP;MfpBs5f86MJ;T-O!Iv9f@#Sxedj+I2|x9bSzS5tCWvYvaBKk>uV< zmca4G8pk%-v$4P&mNgHR3gW^rSUo_a>RNqbmOYAH#`}CSe6FS4ED~pr!Sy6P5UW~1 z_;%M4srK1jlo+JNG#>Ca6c45IRcx2~^M4e0-FdDbMq~BSBH9IFTygV}Tj5NE&s5=Vye-`F8;Ifc4A=Pi;fqt{wzXBFQ;@ce+ylg;7_cIpVz&qu%zD9d4~$ zg|5*50RQVj>n8Hj@Ozak`Xlb zij$3`GYl^-n89a5q!&NT9litIiFz9vJAFQlY#qhQ>_V;w?Of5FgPE7Yc#hsv%k2wC zTJWLNZMn5T^0Z%v)!&jPnQ&|1_jV&r(yq8UG^;k(`rm;yi?G|Z`dAI&>~=j!Upp}I zPiMa%n*1y}Z`HOT2}aVSsX1;gbZhx3r_E)2`*nJxE?U;AC5u=utjj*WAIRL1#nwUZ zX1JvW#coVH)(Aa~(TMc3SfCp}JxsfEaILV|+l`MW%Rp(U+@Z%)^7aqNyo+oL!$~dVeSPOUhxwg3tQ?diDI7u>NtYERX_49=I zx0jucA<-~%(3ku>c`tYJxPAHfOU6GAhLeo-B@11`ix$9X6}h{Sq%Pk6E#9mUzw+Fm z9vQPvGWkWyvv_hQ<(g|4Puh<+k0E&-8hy*plF?upCT8#FiI{V(Sh5Bh$MMUKWH=fp z=lD(b(Rl5AxOTyRO#?OC$Tb;Q$+Ecv<~4q>&0 ztXZVq3mTFVoYZ;!|o!zD&m}{WcO0 z+KKc`i5>g>)Lp zW~u&B$vDS~!Y{FMH|%_wlntOg1RF}=TCSpoIIn^+u7P5Ges~aW9zys4u?_~mM7t{1_+ z^0&8$SXeYV6Uxo`LGJ!`g~*q*sg1|K)3lxWG<&`4lJF7wtrXtiYy!&-Mx6$tuQ6qav%kbAc>n}pfRj@hQ zbx=oKo=&FW{(dG>mJ?a7)>{+4(G9QeA?fKN{>5~=oZXY%?gz2uP9tZ9SgIN(-~A1^ zww6X0LOI_fN0Ih&R!x@t++oUnj^wP`?d-?dAQfHmO+0zTw$kecG9(Lnb-mvK=@I&! z?dTBLX5_45AI&ydWl+N?z1ij`sAQe&beyWE&0UUGA;YsYxk@BFl9i99$y6NwQq=tb zu4iFQcANBe&9Ts&c_<6yy1SwXu$<3~BSBW_kML@n7OPqCPAu3~5JQ{!{13G4Cj;0&_OAon9iY6!hs z3*ug?)NaPiA#^;DEJxzNw1RkDnx@GpkebR*i4r$zIS?MF!fh09`2Wtrx+FN1#n)ic z<2W^uW@m}^RU!2-KR%8|sr&OXjdCU16;}6?d$cp#^Xc~H+~m~m%NsU|(WBs)b+p;D zSVK?yi({!FvyN7)F<}Y|&!gEwN2;>yM)(|6faQ5msp9n{HatTV_<_g#NbefrU-rf9 zV&ha=%6i{C3)+{>P7%5PX3w{1uwHzA0WQf8cLHsTiX+L~y2{+#kzZvsTSfAA!T+}8 z%xr(R$hj8wdvKv9KRZY4oM8MpaQa6C$egCKR+OLK0w3dSN8KH)wO$OX zh-Eu@a}nIQUth^W|GT5#u+6Q|PmROu^j--4>sdZ~s2Z?iQ+;H2&z%^Q>ZhrV))%7= z$K}@gok70VW`f69XcxI>i2AqUY@TWFg~Z`(wTsQm8S6CCr1tC^nvHnixEsRBc%KVzwSgf**MKfe=Zy_2>2Rl_L|x z{8R+|RbS^pB2i-|4Z7oe_F)(2Yh!5mAuqej@xrcs?!|&@{l8F~tPY!M=KhovMGIo; zxfpgmZtNoQHM~64P%m)BF^TT4Y5AW1%NNW!XKO!~RV(7)7j)POk1P4*U9k9>UKPn$ zMGtK;=_`C##AZ`jA+>Q%^?sW(HbZD7hUHFOHL_%_(=@n0&-+^8(}ns!0;g|+Sibir z2YIs8j`4b^bF%}dHP&z8f8Vgs$@uo9Pg3jkUgKUZqUBlnHWpgq$b(q>o4-HlAvuQ1 zk!c=8N3cc>k{!f~sU|zYsD1RapZ_b^Beh~T7-1^y3+ZPY?3=;%JE%OsQ}dm=q1Z9i z?}d;!8wVQl?D?)Gr$B45`L8c4Tp&tJ<@s}9w2+Qxh(Gz(KNYWc!{8CKbn-c!r)4rZ zwDPVtMqj1R5u)Pfd@pxk|KZiyp?|G;c&&DQjaZr=W*_f6&}&TggZV{vr}SonVWj<$ zCHCj#f9P!+-0q^!M>vu?sjcBwm)CFLqd$?dtNy?CEormJbg1^pJzJXxzRnMir~74k z?P%`$Rl9TXGg%x)Xq_ym@s#^SyHvD(iexjK(;1s*^4|u=9*3jLA+jEOp4O@XxsnI< zV0|`&Mdq&c{d)74d{=*u-K*h3Req7`UW3^3Tz*?wL?4QMg;>9+IQ}j> zG~#Q|;zjP(T+0@T{JAnpoz`-6DC7S?Y`ToKuY^tmyszSnqe;<{Wmaob7#exTojM1( zyFA3X-_Wih=AEpMAeXDBWS>8gAAQfyF2lOq56Tto+4Ojq4QGzAy@dXi|`w8dy1==^)$JWG_&w1E76v) z*>lc$OdQEh(3SdFYMghRm7Qb#V08hMQr+id*6%1b{7llBdYJ& znaQ6K*V{sGf2@5UTc6i&_JlO|ZWrXnVAE1wI~YG!!Z-XZLBg&2ILzF-m&DIHS`v0Y z)2bo)>*;qNZBsGq38)+`qU?vMJ@I=r&+Oy%F7fLglC-2#?gmb9MxLfk$KO;1Iox^U zX^|?b+0Bs*Ov%?chn@EGo6MTm!}DtLrq=repA^@!J@0BrqTIt?ruQ{)Sqg)S&fU(c z9n7$O@bGfH+JV29v%@uJtajLy>!4A7-g2!}3?^l0GE*d~hF_(5(R3V0F5~m*`%nRb zRah;nkMkNnF5F3M8f85`nvPl!*7jVSF_0)lH{q`{bXzC_!9-AW}k0=zLWi@ z=g@ZzeI{eUug1^wxhpX~chTb+T}V|%q?yOIpTW8rugac{X)N}n-iC{A^H??4_UH2P zlr^6uFoB{1_MoFfnO1!SG>#{dt{x7`;>t&`-li8`Z-f}M~*@qA2 zLG|@FjOQfl?Y+>?Zs%vAlwHM(wQg3xqPuBSUmsg&@jV|u6EfM0a~V$Ug-r{nU5D3q zYV)#Dvl6v1X&;1Fs>`K9;{#B-*qJBcU8+zw*7N&V`4oSA6?)gRc?of27k2gc`3U~_ zGk=;4mE6^+X{Y1XS^g71>tmu4;brN$v@VXI6Pa;=8u8ZG z3V1se%kl(x2mL>X=SWs=K(fkYE{l6vd9jW>HGKX(`RC%x5I&Q-_Y-Nk7z0kz_xa+> zZj$~EiJ>qagx9v zSa0>|aqxVP6+hKBJAkXR?aNr4by7`fcev5sX3d4{d<>?2!Aeh?r6xk70W=C>O>(dA zOP-fWTm-6J{dUISJg=IHN6QLqG(oh>di|`5zs|U?!>1;#&N0SXesUcSWW8M8{R+3_ z1bp597es_oVs{Ic$aBSb@f=ztH{Kpvr0UMOJmhJ|H;ewShytg==_E33GuvH`P1y~8 zJskQ+z7yE94+eUN34OSVZL+E;QfoB}Um(KQ^Z#Pp(c|WOATkcJ^KSDH`pnZAqw~pS9!p!U#e}~<&62B1L zXR*buf{5@cIW82rf5yGZTFj?mbLXEbzV(IR2GSnSlj`HrF0;!gG<*jqYwC5QF;ido zKlbWE>tr1pB*MI@O|EIb!|yHlJ{+I7@#mTFXzu)}q}c1+E44~J(e==uh$EZv;2PFD zjV1Qz={jD!6M9XIQ&Jr3%^Hiuw-rV#kF}{PntFxnuyV5z?%|1SRef z1jlFch7HCZDyqHBazA6q^(;}5rFx04+oABcb0)E4YMuAif1Z-Q45vHjP!kL5W6rlC zQXN=j7sYd4*D8qe$xM1Q2~!1dH$*??t;NjWslajy*6tv6cCWq&*TGn|uTKW?fviSO zUc%%-YiPE)M9;Tl;oorimgQQI`44jT*XIoKWKV1#vX=CB5Ks8RCx7zM)3wUFl3|W4 z*4Gvc?I22CfpLH9;ZmNKnrc;Pd^6nc6$76X6X$r>j1{tuYNz&t@pK=*m$1gwV#_o> znVi>E#j$-@JNX?;!L^B*=6Ov2&J<Z*_ z4(B7S3clMt%Eyw)FS&YCv!W>9$||{0M#{dLmwDSx?LWh`)Zqy~KNJye5eFvHegO|z zOU^rZ-iO9Wb=3Z%%XfTb6c1VikzXNP%m_=dufEx2F0>Ne29f0y_HS*>H+koE*xs7m z-f=YfNAED|F5`Y?-tHu>H8i7i!1|eF&Ro+QPNTINO5W!jt0yui`_Wb8T87h$u(6FZ z$Mcm7z0Td+XLwRE{p36D)vgNe=vGpImGK?-q@Pa()nBk1;weQYWAK~mC ze*Lm&l^RAWEw|EG@<&Y7p*h9pjInbz!|>yhm6Xi?DjS^l<#?;=Q_ z1>LZr%S%2P$6EBX2{u*%(ze7k&-^o|P_XFGf#eOp#X#uOBS!<=ww~Nxr`t-H$SRHY*jmVWO94rG1Bkwn@?$9PIr`yVOUT zq>a%8~u9yW45HTy)70e~h!58{td7_5)_M zX0a8#Bv&6Fd3QN2vV!3TR<6Oet3@#?~?FUmf491g=jMk$5WvxIRsPluL=8>^wS%clgD_f zBgq+fJ&ck$Z$3sfVasJ^z*KU`vxQWFY$-lxCHX8YY>iV7@uP+CIDm(5^ZFK7qx<4+ zGAIAQ@-2;Xx)_m4i@oSDoM&DQ-xiR{cjf){(8YXqCcQ7gfPY2XpY<@9#x?a*qTrjs zp(M?Wo?KzsZFd!9*YUW=`PA7MnAJ}I((HCfKT*K1>~A`V4B0+RO<0iJ zWKUpP3-iNUurG`^SzVPUrq{9d3-nJ7uA*9wbpB7+k&0odRXoI}LyR<^rmN`ouD`Q+ zT-G6M(Norz-iiZni^sckZXv?6QPzSh<5IP12`$+7T<;c;@d&<j&k&GqJrtj0SP$8XTzCm5Zzt&g!}GAJJ^Vq`~r zQMe`3Ky6<5AsK(7X)+eQDnjPYa8|!1Kfp4xKyoLg=5bZ+`mxYf%xedg0pe~Odge)2 zX2ZGcxf&w%F)BHcQbF%|vacXjXQQ0p^O45QQ;!40q2=s;geb8@%-W2bRp~m9|Fp*N z<|KQLM$hx9S$Nmdcl&Ly%l@B*PY%wVI|UlQX$}>hbI1BEDeC+ZCuCYy6q>7dl5Blp3(>{1o=O z6?7Lnnv5*TrZj~nhrlE|VCS$)aj(~qvmtcz-DHT7e_`3|b;%Q))atm-{~zIy6_CRq zkSB2NK&eRv2Pn?JXZB*jcGV{Gi|fhIC)m{ z#QX<5oxqc_AL(wN*L3u3KAHR)*YeUO*f^TB&ES%?^jUd-v6yuSkI6m1;n4qu1^0!` zzWg_Pq6R^~7%j3>_A@`>%`PJx3zz?YE69qI-t2w3$dk%XsR8h@e(ogOLi2g5r1yn< z@(>mFca%{Uxh^gN|H=5UkhIxvDgb%f*PWZ!DsKQN~PE2kP}@&Vna$N$V~dCL3>ZVeZ2yVH0*c29-FDm^6o zMxH%Pgw}LzpAr#?eE`Z_LB4|*|ozJ!qKgP`d zDNc+M!Tx2H)a9y2#sxh3C5&rC!`hf!l(sLi`2-S8XZe}@qY?ziV(Lg|wKUd9l0HtZ zUS3V3O|nlF(Z@Mtxx(u<^t{JNH(*6p_su425jN>S-*2>AYMgrdc!Y0d*Wpim{~|o7 z@7>p||D*p|XI_sqll9b?KPD&L+jw&^mQH5FDVX<*c${Zt<@r-n^TX>rwVZyE`Qlvo z=33wcNdKjutRu<{n+gz9wahBER4cgxLZ67}j2NzXTedi}R~q>`9i*Y&{%G;X8s{*Ll&&H!^K7R)m>!5G|zvv3PQ-$_~>k6+2Oc{I&e z;NG_+c%Dz@4*SzMHJC;(nTF;e$Qluhv2+H^x1=BS(}-BO;^*uJvkTQ(mR;79qy%Rk$lQy{bZN(It<7R z--{J>I^{L5ROA{S1qUN>U!y!lU-#c`{21^VoMSwLr!>|JCg^pO+~)85^lLxevDqxAk}Fn`TRq_ zsq?Vin7yEXf%z!&eUrkB4~szpPS`+)da&`CwCtW;ZsD z72{G#`d0kBz&vpyTRq?>dv3SEpdL%4CUHMKUc{4*^gmfLUtzgq-7SpEC7gLF%v#`W zGB_m9%H`NG&1Z|ns)6Rs9=QGzzq^6v#aR0>etjIMh4ori zeGq4|ie?_ifu$b;yI@l*|l2>GLLM zd`E_@{+4E&KecX#wb_6Ag#IotUp_*Hy?%Zq*;sO_bXKX9UCOcu7I@dk)zCSGnz-=@(SHrKY zzrIoNptn?i8-+^6qF)MY5SFw1i>pjJn-qPY9@=t`}5oWI9w0;YJ zZlU>0yz>h2{a+rCx*Q*~SY_?A>nB$*yTz;*$d-L$gW!=IasB-*gRMWX*IP!<{-d47 z8YWgh&1%_QTNmD=yjxD%>*$C0F3BMPOOYA@&SVw+?QeHId5u|#r0WXAqpyLLQl zzL5@Pskb1#7EVpXou6F;59Sx|7~?Otc+CH%n3~G7S(#s0OfAbAud-pTFCT^ZEaS8( z@S7bp-GmqSz%M(^cH!M@vSk-lOA+EXeXnJMH}(CC8RuK`_bX&-!>1>@R!SY&BIF6v z-xiNQhuT@BzJ?ud@=YM?H=p5$$(ME%j@%6ELh#Kx;_UVv!0OlPeWBiRHFJUa;%3s% zBEvv4;5}@YoC!^+YH%4Vyrs9HK3~Po`4*Hq@ts+vthwn~mimS*YeV8e;|*bx z!+72sB*}`?hs+jllkY+J)@J#OVRt$9T*&__!YpgQd-&`{qgJMO*8e=?{d%*&8XmEQ zmz2_CJGP%>tUQap-YCEG9HvV~L)wA`Jtb9Fq++&XaEH370_cP?MQkhMN%z0u-+Ydy@xxVuG&?527cpZ_bkcD{^mPwD#&W6i^<)QTF4 zv*mp=X~uUa`|MH-c^+OzvGj*D%Cp>$NU%o_FOVWn%}42bU#+k3lPmqt`T7KLa)(cr zV`XaUbrvJ)i3(Riev4Lr;Y?5dbBi8m{UZ6N>qe4>`tCGo5;q^{Rv*3#aOd8>_oEXWhjvRaqKrLFk*2>(n5*48-n8g{2{Z!N8cL4BH6=kbga$o9F> z+KI|%__@ls`KGj!T)6{tq|d_r6QMjBpVo?!XVK~(IIU;>A-wZ^aiM~<9%hYectah? zb=T$v@A}YxNC84S*!McPw_wwGX1z8T+Ets|Fe__hmYHGy@;{Zql2^Ah%V*U~)(QRr z&5Pjs2s|EUgL_=n+`z`kNb?%jB};sEd$u+1JI;ShwEq;6t&P|gPhNscS)(Kl{0pTM zeEX>d@u&4T#0b0jT6PA!jIUc*H8mjGYk$4i`~U>b7L{(`x5wgHR<5>Zr}84t5KOy@ zv?E>fX6MfHdcVM{PNezJ2(`$)ng0|fMfUP$FMMyhU#r*CF>@pfKTgUS;>th_`I^7p zN{?zhyb}9&VBLqgWWqZV)S#$J?7&6hh`QG#EIGeYIMW38n=5RN>=! z^6_ecgQr69Z`VzR;x|fFqIuru9P0N5Sj{j}XzbWmj((xup<>t<&YnY->__mczj?Pg z85^3AXTDf*G_Eb>{r5xpRH$5u_gUHZ2wN-^Pv$|s2#cRfnuEltZ(;if>mE<*%8pNF zxu2Cg6`!tDCfO}MF#eb(KF+2~_IoN%+Oodw1;1W&&$GKaxIR(q*^CYKk#GX?2pjvg}{b9M=-XuTiR(c!F=7XBbz550E>SKdLs@03~$sm3tRnDIn-RdBYv=-Y>M=aTdlw%o<1 z&fu+6#HNeXmYjk0NLLDy6P>N)$lo}BfYDWANpVcbGqCg3)RIs3gwlKZy`JixNao(! zNjB3->KYHdJ9+Ua_WBiG54)Xc*kj6DLmh{TB5;ua8*B3iaXF-S-}9I0nvH721v*FZwMdMrM3HRfOLFjrJnI zTae4F-mE9TkskLzdxO}$h3~Y{Qk(G$+C8Kpvkx4Xz`>L-;eA>}_dYQnbnL z9c$_E0?Cq7xHqXc;9YoslOA;r>vmV-Y*D#{nvR9qCQ@Yg^Hp$e%mcGi&N}={Cgho} z=mCp7$Jqs?FT~?Yv{-?y|LMarU*&h`ZsM(jeLIKeW_HX`&`k81#1s1ChHlO_cV2E^gyTIyTuxWbX#&wj{GYe@MRDYxQJ zQ|(Y!mJ}0s#+m9rp2uem!Sy(Jsxnv7FZWApp|*|ABcb&@ZtNN<*?(dyyOePUbUcL0&|@6@JM;SsX>+9ZFC%3`b+llK6|B8SR5_PNoy}JosPkAh z8xGqm_{)!Yovgh7!@GU3Xu6hWD_c+0tbtLv?;e1M$tT}l?9CJD!||g6K7B>%?c^QJ z&SOb_nSQQ=->GoF4v&r@K?^bKHGTMv?7A-tHW4pB!HQ;VT#jz9U~+bI&U%ogTFwfW z%$t8q>`UI=)fVSx@wzS;nx|P=!QVtJXW{(s zeCtF}KG`BON`J}s`RW}=ujMdXsgBNUT~$ojmvlGcz%VhUJCE%R$8l=EAJ$W7cPVQR z#Jm#*z=$Q z<8C2EaT;#M#^j%S4T|-!H(6gdi(J`T`#&)!e)=jjlE?iFEnJUh-;-`5{`?4+$H#J4|1gZ5pq@PHknHQ@Fn*}9SP7SdIx*;T&P;T4xdWr23GD*IXR5;>OCXwc$KPRY z3&&fqcqjGcIsX+}xDYE}VWniYsG#2c^`V(nn6<8xaq}v?iT@;1^}&!B%)Z(ED=U;f z7a_6-R-ROs5L0(REpt~Q+X+z0e(1yTGqXx|y5d(?bRb{8CH5}G%q}$Dp#B}C{9Vk; zZm}C#^%B=#!jgx(?ht<2PGo({HC15w5{Y+X%n~V;Pj>T??yhb@)9f(SRcsl|wjbl>R1qLqdryMHd`CNoQeTofBh0R1+6vsB$LEj1 zh=XZ&qn6HO@fJScLWZfldV+esq}dg;$WD{@h+{A7Q}@F4m(*~Dx<^2D6?5n=#})zn()*7&AO}awf+OW>a+Y1wMNIbc%9W3ZP=i%e!4q;ELYoB z{lFNdlXGGv3vY);@*dpo>R$NY0cs7{?ol;wfZX2xcg5c#{$>xPmy|3+lZE=rC$x7N z52%aVx!afz#r>7quKX-E>5Pvn)ZGdDZeh3hY$IsAuT(Mz-y&uoid)&`v>p33SJz_f z=z;fn=6V6kG}6`)e%h(`2<>&%dI?czKJK>>7qVk!-VfIh54*5@BXRQ%*2_EaqiKB@ z8z&q29Cpbb^iM)%1iY8IE}6;a;(j+}Z(*nD?3w4w$=%Y1ELF)hNV~W4(uK0^bUL*#bME_&4WN$5>#d}}zd4Z!@x6z)Q3tf@DZ8tmf zk^XrFo^EC5W9hz=j3s!{3O>_Z1o)TMH(|wD^z96{>iXM05I;`st+d~a%(oQ!@;mrQ zC%#ew8kgYRGa}i;Y7h6qfyQ)xP21TI`yM^Q9nN;gy~)~r#BZ!WRfM?;o|)bG1dmxx zlLNJ$HG&nee>5b*?+h|F?MYwJhJvRU28VIXT+; z{VtylbrS0v3ejD6=k10`9o%Fyg}2Sw0F6BI@9fM zkzj}GPr$>+*>asol+|ggMc#6_kl8A4!aTcCzs{H6;xqGTf2Sz?2Fy3QZYP^2o7%F% z$g2``^ZYPt-{<-t$sXV-*RaHAqFvSmwqU0>*y0FmnSfhWeJTTwme4!f*yK1`WWT<@ zAT~#Pne(s@JKQZ|%;rPM5&zuV^l&^bbMSf%V9$A4j= zm+0^uCjN|{Jy|d7vTkClPcd;R99q)#5x%{X{ohgV)1-e3H`_Z_L}WUF)lM$(;!37_0gY>&kk+`EP zZ_|g>BU4Lu{zdE8lRRhBvm7m^mxgk4Od7>5#YEr7*r|kXGilRA-C13iRY)Vm&HmW% z0dH9gu{?!Ij{Be4a3^m}ru)ONwu4yrHjT4$UY_=Rh%2v(0Lh8aip0qh*2CGuMA_`C z*PrioMD&xeK7en^&I04BrC>CK_Pj|vpZjN zzT4i}fsST>%L~Mt+R8tUEu+-(2M^1vv|1v}K{!y=(Fvr!P~6#!_iIVi9&<8BeHDqi zl57$$n+B2A(0z~vu7-4DZD$@{_VfB(Kaw%!o$UQNyZ6)b@g(i$dotavbEab<4xA&( zt)<&N?2=tNlHsQVpFCfU6JgTHr_7(I&4$Ob$sY3WqmAd)f26YA;dlbHx6%#w{Oaq?yeJW7Yr z{$~%@*OdHR>nCCB^>i#v{wGN`UR^b{oi|=R)L0W1N6{(oj@q)=7k+B7OlKbZhZ>&7 zrEY4;NVo(|)?@q^WXx0P2gT{kuI&boZ$*nlp5E#`4}UHew=-vB5lgJnKlOy_9`(J3 z4eyiXEgtb6=`X^hPhgZ88o#I|dx($5hq3zb=FYvuw$q@UxiTkVM&2|oXP2z290~a+ z*daTl$D7KjaVT$i($DFn-B-_){HTv%_#U1!mfyUL&DpK#Rc-H$dD(gRcvk33&dhEY z>D%qj?L~t}>DCtJm(n%y`Vcm5>59)-aEl1>Bp$ZMp6v8EOlwQwlacg6B&jMQ+(O?4 zr2C7PwQ_CdOEl3^Z|G(J_B)LQj`X`nOt_t9B@3gGd8Ese=8g2s`}<^Rs)@IUuySYo zUZODv6i;0ou4k!9SeiZaZhH~9(uIpY<~jA7iWjL zj#m-$uM-;=giY?{A)l~cvP2$2^5ls;Nj;a4x;mbG zfphJ|rTZOAeyZ#T*q!I?#d66$UQ_E=^U`Wi%Z?M-E9g@eUd&?4@GU#DB?m(8L1(L} z2(LeZL@%+=>-3AqrH{zIFm+k=b7-{D_uU{uR8jL0wCR5R+jQ_NU^N%tu~ zQd}s>bIZG8lREBZgU;-{k{2D$Yx0CR^UjavlgTrEzm^WfgfH1HcfQ#X^A)&fuJ}4k z&kE|SI>}1pDYTx#f9@qgapo?+{~u&}tR zM&WO2O}?s9KL1Y6?610ow6}^Xr-<)YK>udwwu1FE-n>qf8n2zEc#|ik+g;UIxvbDE z?Qa);o4pK{@u~W3bTW;4(`Tsb^R%u%mj8s2FTkS=?-{{neZ-l}C`lH#N@^QJqGUI2 z1jW}d?kMOqBJmM8bqc@8eRlR$E5llUkS$N_Pa{XNaS!D?)%eJ7w5;gwDZFz&4PNBK zE0oR%Gm$3as_b`}(xqXZnO-}2WHD{rPo^EtJ}1H~g2XNoKShrbK5xN?tS!pgp<{T= zzHDB*FxJd&sD-Y0_Q#2vXxP-TWZBOh!E5~XatQSx^@mU$=GgaY zO4g`1SmXdb*TE#tjQUz^xm{0_cLdMSx&?OS8TJvd$=uS+!Jdi%8byUDEHM=S6gQi}j|dd!v%~`CkN+ zI?yJ$@3Incpc3a`)>F=YE7F{ZZF5C~MG($@8NEfPP9kqV_8<uX%s+tqsJ5`j|Bh z+6^&p0qZ`8O&4HaR}z+mOHJ5UrtibNyeI8453?R`o{fQ-xq20Q9ELwxV{&dGLS*(( zCwiX+sZaU--&nXmTXs{nE3_9mo7qd-l@GT*#(}nQ$e!b!=yMpv&l4+d;ICh3Cvygp zP5%zP!H?MUuJ(udT}I=Q`oK%r{t!HEP5WfN-WM+h=u7_5W8b0f^3cz7!Z)0I6taDl zZ4cYkko^B0xSoRZpn@-*Y7DSddvB}vcl!N>b05-Y9&ecgy?w}amt)&m`%t*H#EW{E zl=0h}&`xIL%x=v3zGM=(m;5`FA4aAwbpA(w*@dmfAG-c3SbYqG)~t7dI=|5Rmn@cjipyh6JEeAD zL`{D;V@G{8C);HD!6{l!rs3bTpKPZ@Aw6iF304FY_S6G z+pGU$yh~>A3ED|kmt?EoO~d(WIa=*MLU5dTx>L!^c}#Y1%$x73EdQvsTf#MSCTUJfsCdn7{KbdBa(W?zEoKR zd9op7?Navh{Ea_X$CNVsAZuT{lCUe(@?5ed_9t6!b~72n3N2}JnNh$ubiBj&B2X<# zf@FQEt7P6vj!@?jZ1Dg;*#_Oq3b8F~u$y4v=c3HZq)tA>%)8k|$G6nCQGL@3{(LaW z?;=MsaDIqO)8H_d_0NQIW+HwmE`P_{_VJUI*n5m0R$^YV|Bn|Lz97#=3@S~EQ;iMU zyCS=BPZUEAEJU~3m^6Srvu-j^PqLd?H4J-Dn5~!xIt9k@_-h zJb>+!sjY%mPr#aL%Dt%Os)akfWA%N<>VKbAb5qzRN6*7F>B)Onxsz>3yL0rA=Rzkl zQi_WOLo8~+lZ%LItss;&R-gF0Sv&Ea3ED~q%gpzhp`B-Nr3Sw}m-SoV zS~2l1S$4iH^k22vc%kzvaXb5E|AIUFIe$8ij8Lj7+kOP!y;=Df@}8{SDl|xz`bYSC zo{*Kmo`q2D&u;&}Pge4^=Kbq=S~-c_*#-R^T27GP}kMssU6_>0BiK2 z&vtgG0fUD{o~%30%Be>%XCBMd_IE#8Z)WTBc*)Ta`VW_9;>3P>n5HCN>9-Q?Pb@^v zte(hQvYGs$nCLgj=l4jnAFTf1b=NwYw}73=ezDJUwa`**$4lpBl%#P5uU={=t}){Z^K+{l0K{8ix0XrA@Sw>^Dz|(0Ahb z3Hr}>SgIz^?X2aFq}z&J7xLj!S{M(J{(9q9yz&_B%%am3n0h!wimLM=SCSJ!HJSLS*D zTeR5BLr%oMxB13CEdB#aB-7ezQK(aa_4knU9s5S+rTfc6X9L ztF?zidJ8{!-PPZ+*!x<`cqDVHvey1pXwD|zqb!lRc0+thCc9c}`YrT7Q9kQ6pJCTS z+2JbVhE+UeD0cn})613n2V)=CEA*ggX7zsL=&kC^y=vyn7ZVNJ;p|Qp%oB&~^zta1 zU#Xqz)t&zT6Vc=n$MY<44z5pC;}miy-+B!^+yUvlF-qp8#;_is?LFei1d`n)UZ1Gd z?4&xMRu#xx5er@|$hS?YF+aelgb=8EoR#IN-vIU0i58R}K>=P>6xU}^e| z9i;jV7QCWGZ*V?HqYD587!VWICHRYBjlRV@*0*~!<)~5 z(P*vhueD^48BNcOLaV9$6V|Q^`>X`c=ykGMvLDTHY_X6;nIH4IdfICBMK~uhM zW;i>Lq$i3Z9n_gwPaTwg7HW^f^A5HDEeejH@kuc2kDJNNlU&aI`R%*DjfX@@vcJHW zxAB@q{Aa4;6V$haXSc+I6Jd7|MBmf)fuh5a?6^=ws#sw8MwYlh&sjsela)EJz~=$b z&kXF_Xt9$oy~{UNLT?BpiqIz+pYHLgp_+=b(_;1S(oUXNj2G#;i#Xljk-71CesUQ^ z@570#i~U+#5Ax8{;d3}_AHbj(WYdi^{2{AVOMmOO`%B^h0k z({hBET2|TYywHTLPsNX{<2Zq?nQzpab}MlDQ4G3E#OjVikHK>m)*S=84}8j)Z74gJ zrgI&*~F7ShZW)wPlpZ6(fc?O9!0kqdc8jCe1ffq;73)p)Pl`H z>i(Ax{pjq$JZGlsGK+UJG_r~)&z4q@tCcg!^FK(9t?^`Ek#(_JvJNz}XfK3ZNuHnG zfXb6^9sjyd`Gc`xKN2*9$aOH;3tA&dTN!iLz%6@~jeC0y4`#A;Y-@)eWQ#3*RxtkU8TqQYriekYi(hh}aC2`|*zjx>% z`$O|)+&mPozvIb!>65<1|6_d18jPptl`+qDT76EMDfHODXSTUwnCssbVVY@S8E(Cc zuMJ$=6rvx~yd7VAja?S$H^;JJ4L)6zgjIdcI+-r)pVd^Q$(}WmHC+F)>(1kY9a%Ve z7cx31%Fkbb>~n?j_EdP(64h>E(INEQ;JRrT(2^bpJ946LFX)q6iDX-FV-9;|7wk8A zSoSr~%!=Chek&BO5esf~)jDOeljj+p({uW2mr5P_te(=mpPkzIuESZ18{xbS>5; zkMhatxg7_ZVb-O*_a}@wk!JtnC7D;aw>b1J8Me@VJC^=Nl103szdoX}sNLQ1acnhC zU+@Ra?_&3l;dui2N8x#9$-W@wt=CpEWM{V0%_3AwC}!WdE^OP%|2k@Xmxh`DvWrZ$ zXb|m2Ier25ErrhcqRIpoyaspr89zM6;(yT~dz@Sem#o6?fjh0V_X*r9kUn{({-oVZ zePHe(j-%O35$t&WnXHC2NZyOLeW31nj&(1T&ibW?oGl8$u`vAF-^zNEwNPw=C8cS) z27>GOR103y5PDT1(F#J@Rr_LPzjr3%vCE)SQEaG;OIcr6Qj)Ft8d%O_r#wX}i5bZsJQ~VlNtWH4<~q{E_1D9vlQ_RgZF}QP zJ61Ut7I%}fG5?=Ll1It@sw0D0>S5PyA?Z$K9wgzB?9q`fFNvwyV|zH?ZwmXopPf$Y zaXfRED3aCfuknqH`KK#;8;Cr@4_MxGCo1K8+!eOA`!WLM+yJb9+S znME^;C9~de9{JyeOGkIin{VNrkqcs)pLsLTd>;gF!+s)&KLc{(@Xpx&%4%Xe=XL$Rq)%b{!mOi8?KYA9k>R{IUdetZJ=nQsTRp|F0(j#a0k`}DHU3^@|+R5&pohNT3LGA+X zD?E=K#(IN9pf<4EAOij?vS&~6w(z`+c01wlEg~@K$qP9j6MuB3rz!(=h2-n=V!0#9Kst}@GQuiL`~Ezpxt7-Xz7+QNV{{+v%bWbHiQ7(^+m)HDzGUo9 zR_1T;b%WO06=HjL47=6OVOq=6`QONJoQPCLi?8XAu4kK13wqXpL47gdJ+k(IdGZ8o z5F3`#qM}H(z~}6+FpEBKlKgJ}v$s=O7-a_3Q$FvH1G$?z&DF`!^$|-~6~8kJyAu{= z6~yCwKYOXy$CVF6uX{1*TGI5!z8AD!o}c}S6?b9(Dsj6sX@}5eBky?K)z|u7Nh{ey zCpk?wJ%6BJKZp`VgGmz+#zCm;JLA!G0_bbZ3>G zF#Ddg2e4*#pGXGpfq4BsJN^Re*|coO@4qcXn}=MznD6eV)|MDlj`W{uJ-az)72!IX zCcEzh$I~WtU-64RW_uOG6SihQ>kkTg#GLwU_MQGkC|ZG}}qO zTMNC$1p4;CnwP|oQt-ZphkdWMtfd)E<1w_I&CcJ@^Le;-=Dn9fe=}^88?+Q#uY~2i zf?s5>x&v9hrRzGXe*u1#W!;wSoVTVQh!^+jXId%Mo5W*SJ>#Ud+Ra+AYcOzEA^z3S zznx6R30lhz9@*XKE4&=#n$K|eTgP{+Yk_OpIi5XE(p%P1d)|Mprg!e2lPC5#vEgX7 z4pPH(k}qVr!$qn3u3sqH45rI)K2}=IGxS}H+3{z%u4c#Sys{w{jiq5Sa+b%llI(RT zYb}9Y?$rJi1%_Zib^`ARi;d*Ye#rZM775i>K#pfhc=wx=(?7BvRRdc;*MRtLh>_2%s$ zzli)x^;ADX=@-1Hsg@r2bFNaCLa!+{=9%VJ5?R$K35Yc2Nbz!GoM@obTMKio*htCt{^toV5^ zRE;-Y%zlsSZS%Hs9p+4d-|v`}w@{Uh2OF})-gx(^>wg#R#_{&A3w`QrwH9Z;PNdB0 z*$?PBMa+6n-OrHfCiPzjljQw+MN5^`zeVX|apio-{iKz3YF!MmxuV>8nD{tb9*092zyI?d7=ejrQ~0IWn^* zd6T<2QU+cX*{_WDvd33;Txy|Ia_D7$hpSopavFESk_Y^5#p|pyoFuBO)RVr1b?Kv< zv&^5a&0DTrqEK==pRH^eY)+2(FEI2k9RD8{HHCiGfo_EHBP32X(No2?tF=&3WY`0d z+p+F7Ry@(U7Vc!msBdtA=UvHik*kOC+B}zEU1;MQ3~0b2^LTomnI(JE0$Tp#dnr8Y z#v}6v^DMIT(aP-*&8nQ+oIg`6xzX>Zd~&XKl0)wMD-+Yp~#PlAnUPPigG}828ae6-*3!5A-QJTU<^0FmLE zvSU;Aq}ABH5g)&YCTG(5LHbuw_gV;##D;ZZUm zu@S$?bEMpJ{ZWvt0aT7Cc)%c7k7b$co!1y%H#qu$zk^6sTs_B==W(@mV9Ttl%ZkO^ zQS@Zb#QN)CQW0OWGUaHj96_d?;#V8z647g`yETL_RvU0Q)=G8rcdI? zn>5HehK%Oh=`Sj4y$LTYrcCa+=i_{L=zd188P4U2@@ph5uP2{Eq9gTNx$|Ae234SZ zDGh5IAMEAaR?-Zk`$vBJ(dZ4ftH`!pY2JiKkA~}Xk#hx3WQY1D{3Y)-k7K{PNO+}k z*&`yO)a(j$?+^!}KgvyV|d{(J;4 z$vWfgOgvC6Rn=LHL~FJBm_B794}6C29gi#hFzXCF$yq)O0S!Bv9JX<7?V>)t_BW@+;NU8k45- zp$}OyIPBEIc3PZHf=3-`qooS0e-9=MA>Bzdy56^2$#@+Jk9K65pL5l8m9f}eWc-CC zZ-Z55{_+}0@+NQ$$!2PK3*D2md@fxd;)TgQQ5=u2X2Va7YSzcp~Rh*3!^wkxa7tN{Gi_q&yD4C8@xx{2Mg&Ttq8ZpPZ|F}8p=&of52*eIpE z`1Bwt^91-cTJUfYuIhS+ zkK|q7^WxS5*uBCN8`HKV{jySdK2#49&0bP(vWS#-)qkwsY}Sj# zuZGel|0}UV1(B&M$+L3v17{Dz{wnx9k@gQbSD#EfFz07|QdjM~%Kn+R`Gd2WL;ta> z8W(&ZZ*Z%Vu(mP5rP!H_#S_V!wT;=qcfHYIO*TD@oMmYEvnX?kQOlY9;XS{j+?i$$ z)r+j&lf}oXtr-71TpP7XoBWK&^Q@ifUBmvZ=-PmETX1v;pJ}dqNjzLfqK&wj%unyo zxu>67FmD{&BqLmRyCpSCBLM9 zF*s!v^=-;jWrbbXkli3^t3BECzvY9uySg4rFBa$CWT$cZwgd5HDa39N`Txc8H(h&# zQiI5F2bMj^I&af^thxs9(^GL{FfCr<5BHO=7H!J1?p))SXK6Ft-{y3Co}8yDaa948 z>|1)Aa(Tm2S(LsN5IKQl}4_N(Fe9Jxu@6&%eRwu*E;iBvh%4S`5c8{&B-sHcy+uw{yCu{9< zR{Im*iu1sAG|DQMQnbx{&}2zHoxd-2{k@KqrtRl!a276J@A|!1>2%(CA3U;W>tvph z>z{MwaBW}60~YB4j)Z=9y0jMIzNWzoG%k+QS=m&JR!d>h3ERJRW~3|Xvc)%I%N63{ zEu@=Cqqnuy6pCNr#}GP{QUCpHn#`R=X@8Es?MYt0k3$LO>W+APn`){~g9U`eC z`Q?*eznhlN6$iG97m;-&+)L7=E&d&*jw5;4HCoR5^wrS#51aCI^(?%q1B0h{!&Yd1 zt-fVlI6+WNtw%)&uFJ3&Yp$cRSIK~S1~{H2LB`B10w!7=X;5W=Q(mD9oMncHS`*x zo!`W*MtFIZSadR8<}Nxj`|l>>ELaTVZ{^{c9FcR3C)V?ge!S*zUYwl^FQmglKJx{g zCzENg@lIAAW+n4EJR&pIXFB>izn_THC$j9B`iLpezDKPmsW-b6O%;=`!PG8n(G&7N z;7kMZPSakV!4HQ1D>N8~)nDPvP$T8#xS93U@ud2^d@U;!S3_;}w1G-;{&x|hTe9Au zLhpY9^vn5O42=$K@dp-UEn)J*%ofqITf`g|XaTPm`ABA+uM#^3XyqTVIH?nT3MUing9Oo z%7umA?N%uNpsi%fo(qc^>dvhES^C#=c~E9&C7*O%Oum<8vY%*jPi2jJ3D?$wK}Eg5 zPlfScGEk4e-N~4B3s30Jrpb+#9cVIMS^|N~$@3oTeZ^C|vH$yen199a`{0tbA=Ai` zb)Ds|n%jSg$D^pCEZVdSB1B?~C)F7NYFQ zq&}Qy)+SN*%gXbns$@v!)al~szqHP72sIt6NxFk^;|OK4_uFw8{TKa{52mgDV41_-BZ5Ko@Lc|5!?L9 za_d+y?Bt_Q3for58iwIFVwG64hY6nN>0y{Ccv_q(Sz583nJOpxJ_k zvz0#{&j;hg7*`*IRd?fXO?qT4Q*vHThfuP8EmLb|el_H&rQo*?8*-Pj28+6hy#vT~ zf_sMSc%OWaAHZOMPy4y1Iur&#zpOTrTj3X;|0WH;VU7Es@O0sxV;ws$5wlKGPg7Xj z#9Emx|5YI#ui%$Ys4Mvse&kPm_1>?F82jN>3H;7Gt*W%I!>d}5EBS;6u=|&=$b7ZO zd2j{&*XfY?3=0n=Q|7Dhfx&uFI`^Tk(WofxlOJp_&ss&gIZA9~o8;JeT&;8c&C2fv zyd*5Vo1bP4UL}%V#-^8uc%NZhSNJD$O6HfmCNj;@5B_PSThoYSuCmFYbpzb8cBu}1 zwy|LkZEnP_tn6B~7G4EWLK=Bf2XOD&WUH0RcL;vBJEC&S9 zo>V6X(zEcqQ0=>n8J=|YCN}<8w9Y+!8PaSQrSd+pCAE%}iullNBjp6=-X$dWaho#~nPj`JNGDT>s>@-42ci?8dnzAxMV zMbne;_G7W`c370coYHEXN%Ca3JsQ0_>c*NHtVu<@Dv>31@{0iX9_{)%J!k-nQa zS(C0f3Igc}7{jDCNBovQ! z-4V*I$As+saS6HVkfINZmn(d0Na`P1?G=+$p^%|Ceb zp|)z#>K=TH?>@?>2SaA57Hc~;RX?8Rl?U?1pOv~y9eE#pH%YVR_G0*MaU|pZqZ2OO%KmA7$*L_XrFU6B)e50dd=fiF+2@|omK{d~k_JvY*K7NRmCXpuV z|2pCM!{n)m2mhZFe+;{3Ce^Pr%sjXv zjOn4R>|>nOFWIfUjyB5R+B6Y79Jxym*a=&gV#|{_dLQYQv*$!eWKYH=teB@)ALDE0 z0=?_g8Dwqk+;F|sN#fDPjz6dTCcleem3Kmm)%q%q7A4C7vL{F97Sd1U8@p+n{M|SE zy;v*tm6%N1!+78Tthh;}c%FR^W`WFT${eypi;Sv2($YY-`3Xu{!BB@ibFZ7c6k|x3 znG6^3$bOJXp7ZP<-b(qO*=)1+%EP6aa~sKcmfw2#@&K)}uK#QC6%ZIAe-7 zuGx?7KNUQCGfypr`^#7^{e9*bAEMt&&hcOAmA9-79QjWT+4JILHvZDjG*UfU@PqUa z^If}%KL5j=eUxsEmlv?rAF!Q)@p+2TNmRH~o7v;;chb&>-7R9X`Y?+GKZu(>E0kqa=HFQ+e-ZTXZk;-)Y-7g zSg^D<4`9{CTF$=FH@NyQ9+PLBufgq897>kSm(-i=aOc6TKD%ZI^I|mUNSb7F&+PlZ zS@A*thvC6;8n$!AJ-Ap2JJu?FB1BeV-B|uVlze&LKMuQ}B;5>N-I{M!5t)C3RS9E@ z%$xm4^!{8;Lq(or#jM36wgrQayN&!P4w0(Uh*IJ3n4)AFFMeRxKVwlujJDu z`S(KS{&3ABWIn~w%S7X`qRq8%f0b8nb0jMrK8C_qO0IYA4l%r+p5Se*&4AxhUfF?< zT+74eVOyfg?PBQ~xRk@?S?b;+R!mV})}-Df!X#7NUHbDWbbC`B$twL07O$sycIn=Y zaSxNf3Yix1m{%d4)vAYM$};g_uC|JjCD~2$PNB0p-o>D4e%oN?K5BbGt=aQprW)TN z$#Pe(B11bK)*1d+LiZ`LXDp0%uuw&1U*{9upt1#`S$UV-u*sA24wfxeLt|cc2()sy znEi{UY2i@}DkD1879T6{hLxnRrEGRS8wa86Tb5_t70Gckj!dT45BPEm{4yWA8~c5s zWD7DqMJ)}(v}hwtFn zlm(LK_7J>y)|uzUhi`G=JZqy?YL)?+a=hz>ltm zbFvVd47|1iYLORt=bxrua)a6kZ2or-$RFIMZ)Py_ZNlw zlH>ogfo6teG9urmkIwFr%hd3z(PT5M$xf5m&n5X)%EBl+qP(o$;Sj4ri?u9$Gke~K z3AK2@QXKo7Ob=sVUo!UdGmNLs^*M8S@{A;V(^V#-C*DYC-en;^b`@k`ZF|@LI?_-}QG5?e8PiaFL`DPb&h+ zfh2zl0%eWLx@o@zSy#iWFV39;p{2aHG^w%%BkO}cXRkeQYNq5?KAiPO*TFA6b#;h$ zQKF5Aaur|S%drD_#y4WhN3{EZ*M3#-!HZaDB71glrmL1_VZ?e;X5Q;5Y?WOHGY-E& zi=80dNIks@{Y`QvT%z}{NB?A-cuDQGl{;O8`kRi)HTyRddSKXnB5R&{Zsu>d`@U5> z*D8OcD~s@=aP02MyTrZ=AgViql2S$DrO%40?)&50JNrYu?7Uhe=XaOxTD6*a zVm~dgViO*B*6Q1szL$O|bBnk7TNF3T`ab{*su?$oXOruo^dmMe&}w5GnnQ|R^q#~o zyWrX`z5Pjgo^k9pp46GqQIyBNf;(S|I>khVIwDPFpX#{wUbfjG&b%g0{Yb-~Mg6(3 zJXl*zNtk)kudr}cn)Y_pHt}Sa^OLl`#x=i^ZxJ8MZqwQGakX>F50$qR!?C6&u2klc zLm~5on(LFO5=-V;+#PBy$3l4*aw+ayAsQ_bVKU=9xp9*jt~8C0W{+U~w-&3ja55@1 za^=}-|HhTaXy^a$yFOO)5~Y4qrV0JpvEaMx*H=9sVR%E#zMZ{m^Zd-C&pPe;{4e<* z@@#F5C|X2aiEM58QeA$LbzoN%Se$$H`Ycpi^tk{JrqX@~UX1Z~qcR6Tr8KPi>0Ps1 z)fL*UgxS?-^`N>Ra%J}VzEWJvu7~f6Dji^zo#8IwE6IiNAW4=&d7Sp^z~DX@^(FZz z%o*w0>kvyt+d)m;|jNxH=x=XG7sR z5&tGWwU;Y?F7%>BY1Np`hGN$;R(Tm4bDuxV`P_H^1nmVll)dY2g??S_BuB(p+D*c& zS)?6_$IYDC0I!qOw}#ww_?l;FS-U<;T*?lj$^P^cn+z_Dpt2HrBF`;D z-|iyvMr}`~XGI>7OcRIT{J(mWPn5gZ|2$Ef?QEVfPsD)I;@LNtopmsE z>AeU_gUFcO;-AFxiMVtKCgu%hbG}##RxRM$p)gJ?#**2qqz)!GHlnK_3THRTu0ChS z&&;)0ME)r>=md|aA=(X7FT=EYklIA1t$hA+-u{K7wf&CPQd|7mN6);RAHBzBH~F6^ zG9R96Mdj{zG~EBo>6@M0D~R+TLomHdbJ8~_?*g`%gHJ2*YYqRnoc71K?r7Rfa1ZvQ zvpe*RH@bQv56si7%k-6-XwV7TnL$;F6`oLfGdr9kRyBZFLw4Gi^_M8|xJWSp4>QBK z0V`(>cS9b39?Nth^M$Yt6I&Lnf0>qg(f>33cUHj-rt2=Pl~U$#e0)`@Q{i?mOl#oj zS!#ZV{gN@{OLn_Rnauh6)8BqrS_VoxX`O5)*~xPh3+9POKi`v^^f#6}NYwd~PhGu1(IpVz^gZ zJDo`Wq)7C#^0VOaEPQ`vqp=06+{1qkrgatU$eN8!v_FuSR-yNHJl;XC5~OZW7`03j z{iccD+4J%?5v4VoE10oH~dt+=SwvgclG z)?bv*ICZcdx)JOzQs-j${K{&RF|#&Vj^_Ipk>*_dIuD<}c6=I+mKA@V6E8~{E1gf% z$4Q$=HM4Mhl$ekmarP!>MJ3v>(l%FSy-@aNs!#8{L-~p%RoLt$rCwmu7e%Rwyz?I% zD2r#ESSR}*JWJMOFuNTFBY9EYiLJo!L1KF51~%nIdE#-E$g)N3O8%t0A^+9q>9o4h z+5e!Pd;e3u_@-~+#CceC2^hUNpYH!EY8K`@yB7xVr0P(2ujSFqa)t|-sT zx{>b}_1r|_@ghx0Jj?v6yia@`ODl_6nW?!(duzmjyOf&;jm1#EL@XJph0hA3+={G| zol~;2?Q86K9j#_-;{r7_P}5;>nMLPhJR8WfUeeCH_;fs*UWvm6-nLdH^IEK^>S#6cWOm$BEOn6xlKKCCK(?~dxr1E>`DfKU7?N2JP)?89O(bs4 z?_VU_A$%nL&m!8VUrF|t3m}y~XDIxyBkw0L-YfzQCHa?pDRaZJoADfRV73_X1XecS zy_uPjET381(nFkjM$fdBXI_Fs$vx9aB+07Pt2X_ zchc-tsAnIeB6ze)TrWxM{@QHGx3X(V1#K)7i<03rIZY9M!-+xS9zePdnr z$&O_Up!f+ZjAXg&jdu(NU$5+iS{RM-HQ+XczN^WU-KxfuY>jeH>g}?VSDwyh9m9(> z`-Eii$13#rMr)bVwl8#cYjYN>EhbNOc1nivVtnZhJ??lud_H@;LARQaeOURAmCDnh zmw5QyEIX7GtFWR16uxK8>~xo18g5~s@o-Hal2s1b={>tWy`lB2y2&c~E0kUa;|Y8u zyR7!%Q|*kNmWwaTNt@Nr`-vG(YkN?^QWFdP+|~GY8!RW`TuHt2D+M2XnC=6_&nL-N z1|J(ZU(=n(M%Q1>8&}b&qyImU`%Dq07e<%!w~=w)kLt;OUN0J-e66J^eYPc3iLaUS{JA!X)Y9Hp<#+qHveQc+t&j16jGNcJdR;8GHA0y&E z2=~)?Y(w9YtK@T9-^S|M6Cr!npRBDnAatjiu3`7bU7Nd>tcrO@%_A}3K$zTurGJq6 zBHw$_Kks`xYGWtHtkR=@MZe@19}ktwShPM2uF%@vj%TO&XE5*!tbG!nviEsYaV-)i z6Xr%1NtW={##BGjG*4BFtK)SoWG~8pj3zFDT7AB;4?n+x#jYgPc(qOAdCAaw89Zw8 zvn`@QZT8N4fGw<>nd3Jb*)3wl>{IYbq3>>t&)Ju8U$Lkfzv_TVjm6XL+B*t+vidBe zq@UDwkWp7zJf;fC+tVo+++20 z^a&O?P_$nKowDT38{_4ekbCj$Q}YO&n~T`loB0>gCac+t&g9N5`DFg5r@kLf*%N*f zB<8VWo@d@#7*CaQ{SwFyfY&J66m`x0%C>^wmt@T@7Blr)$sLkA-=%Cfhv#J1x4bzj z4%y_fd>dnu`?)=IcWd=+HtUFMd7sx;$tlj{&CPATHzUy__}K)q|3WG69**Rdi`7<^ zq^FYMZavDy*joXc8u~WPC}Ta;>gyw}S7Y@8d$V^yN9E2{!+hKrM)E;QFYqnzm%gLH zzkFg9Z1)!3ietoRDBXm&$$vT>&cCvC*1`OZaYwO3dtCVcRr<@IUAGYZu7%wK_Uf(m zI?9yA-rKN#g=619=r{;|tepWYbCepZvcXv*Tk;CjWBppR&K~98t|?V?W~4*`mQt7+j8H zC-}+gz?-4f+2?=wWOiXG&VJd;sh`Msvl<6GwuSc}!|G*>H~Q1y3W#TJ$NQu&1?Sg% z+o|@vsop`}-`OI$U1mYzRn~093rn!=R5s1sMIRD1#Kbco+l#(`Vay=7)Kk6`y&9=; zfgUFB1kT2#nj%XtG3I_&?%?x77;}UE;n%{bqM^}FW`k;_9 z$j`M9_ybeV<3oGYnYaE+AXd513(SM@*L3bEN_@ozkMoZU*ym2#94oSXDAr^j!sG=y zACpT$_C4q7i4u9c+tcW|q%*^`@kk+dmuBbWd)8Q<~lEc zT5*gTsO|6YYBR=`@vXMllJy>6h(lFK@;I5xk~gc$@)RN?lm3v&%!+x&1epoepO4PL zuTM!Zh|T}S%*>2Fi^W&@DNoz%ZPA!@>qF)P7;Yd{HTs>2E&qwYJxG-uvD=V4W5$CZ z*SrwD7Le#kb@dl{l9e=>p9W%g5#E{g47bp7CA)pZn!}Wt3aM*-8_xq*>(`pG&iUm3 zgIr}?x0aVagY$RugJg=ohI|JV%6=(wW#_=_@O1`Hd=@JI5C44(lW6ivjMZO@@+8h!iOu0_sjGF*)OaD6w2|oM*7h7c^lw( zmunAH$1WT@#CV}C56oWKU$R)TdE`FvWwPhFMKcoaN0;}tQ3vh~Ts>5~$s9fz?!U9i z6KWU?t*IDyss1RtOPt9o@}8&>t!tCH0UH!$xwDm6&ekVGcA_Xc6jnQ7)(yU8M7g%= zjWx4xY*qF=3jemS!4*pX!RNDzWDlK+h(WnG$;{-Ie5euDjbQ8Dbe)MA-?`VCM3+Ab z&n&9)l#`8blanOtSTh?sbM4QD$_f_WDYEn-S2^YO(c`Rgq?>PDMc&JCcL~OCVaY>$ zyV;ppJTZG?CGX^oV$uQdTSe-t^_3H0v#(Z)@vDC7cuAcn(SHcr{)~~yi?NVBf1&+G zt+mF<2grO2^vgiKJ9O8P@Duvage_Ypx3;jt5Ncn%E5vQS$x&BK>#cu6DICUb8x z$q#eI_xgj+`Tu_W;c_zFsrKBj?O}~?#JCH^j|n7egRjSuXBUt8LM$Gpw&D1-5l1qI z=wR{>aOHFU-^^AkU6I{I>bdIw-vnnJcJ{~2o&-0D1UuO9b;#TaghPxA@QN+RxgB zMl|V#Y1swhngVvCuwWxAC)9x_*`aER>RH*A^R+x@;>ijnyg^Eli1>65=z%cd`jwgJ~P_yC`n9rsGWQ2mdzO$f~i@IF+Z=l_BswF11qfS3X%%RBY+|De4=7 zYpay$!xM&x5!GM6J#k&_^BF53Ms?A7}N$^o2*`%Qt-f zPkwR$=4IcQSZcibduTnmRTubw1LQaJ|7GyF5pDzc#C{MdX|yo{`)2z-iOxUMs5tAi z2?2}y5t=Z>5%sG>`gUP#Hdsq0m4EnqMJ=gJM(Jl$shT1;}a-ZVN+pPOl z!T;;9UpumW&l>x%>JiZH&P$GkLFQH-Mb>0+@5eJU&#tFfcC0aJBeC^hBg?%ZJ{eyg zF&c=+-p1ea{nzt*`G`nKePuC9%h1-7&2 zy7uILO&+#qA#tKebF&C_wpRX9Dr+qdra`i?C%4WG;=*b*{7l~aTy+Juw1wB3>aPQ* z#n9R1ZeVYG$g{q@Q}_paj^bjc;D##}#PQ+6dx*N?k&# zy-D!2wyUvvvUc`>=2ETnD#W+rNSqxdKEbYrJ|(;5wQQ05kZ;NS24*zl5yPB)SG}Xf z;RQ4s##(h*qc1NwiB#FgJp0V&j<5nf_7a~qE0g;b4_-t`x`Q6`%P|y6G-y| zK7XX9ZG37cepQ9tB5WE8>uzGhSrA=F{+}=>S>12Y<_#Fr)b}UYCi6yK(9Um;&(X?N zP`@3=lUeX?(XWrlk_--AdD>Ud_*2P$u=aA2E>}}Aax8%Ud1QMCetA}ZB+mQ~>gCw- z0#+%C!PQy#JBTb%GPXMdi^ln%eEzv3Sw_;qw99Ji)5MZJsjh#WAJ)Uar%C#eNRibQ$phP!^tsdii>|Exs?PmQ`dH0FNS1+){ss3J#*_n~|hS)NOybqCo2>WF=$Dbs;Uwc2X%Kof(waAhc z+K-YpPuw@*{RfWL6AkZWuO@|<_!IP=V)X%RIukeR^2+`+OGbqiaJ&|N!|6C%`?sp8 zJtVSseX@gY@aZ9JsqD(K82Axg=8&VO5yKmpmpi-O`my)5`;?!xJZQIwn>)Ka^Y0Q3 zNRtfLN5SO*vOOa%?cy&FI^Thm&qDWX7-#?VsbXn2@!&KO_f=zsc<*=Y`y-4-L#LnX z%g|vCZIYMeb$mU8R>|sn5YBhQqR#4gmt}^r!YUTMmlwRFUz>onMfun5B)gV8Rb2ND zl>6fB)2#L#jOW34Fo|z7p3mB?bUhqX_J{9>&CSG)U=<}ZA&@AFu!JxAR6ADO;#rh!)8fZQvh z^|ko^nuw4!@ySPZvAP$LvnzZq!QYb|TP6NxWSqtmM9VTPq{Ua=N&ZoMw@|nRqZtnK4EN&qF)o@w#l0oxd`h zeGUt@6YY;x%MPXMVQTKXOS>X>9sLXaM#d_cDbok97V*o6_}Y&o%dWsB;C}%AXSQ&2 z$Ld1m0aq@e>p3)P$X_nRnf`S63qI#)xxPN{8>sh!cHXU=#|AfR{U+W!l+`a~wbMxX z1kPqI|Jkk>Pv%iPV+w!C^Q$+or95tAoyuAxoXkzjj=M`~wTErTI&u(OCiCGC$Jc6c zq$?Wxe!bp(15PB<#tQN;!_v}tQ%jkZj%1bimu&DOZeQYF|^F*17td$(FJ0RFh4bx#W z2@b`fbt?b9k=AEo{P8rb1DZ4q4AWw7aW%UO{iCky)OiBmo&t$HE1X8!>Y`g07S7w*?v8Cy zYy3AmA(p4>CA@GScF#PZ&Du?7?u(omNdLD*$p7)Zo~)U1`|H}SME_D)@ii;GO4?HR zm9_rYv-t@Bi;&_DJboHBd$Cs5suvfp?tx48LVbkiXP=68^R6k5hb?Sx5&4U+*=FD z!EpMN_dBk7*YW%5b*yjyV%8bzdxnLRH?JZLGGhNr>Biz{cJ{l-@v2xlS3mcR zC~!S4UW%EE>5}KdGu2QYO6QR*8CT|uD0{O@Fa7?>V%~u?xrJT>SZtnH@`}F);ZT2= zy#m`K$bKe^tYY9i1W?BrD^WYP;Ncx(bW^c&1UHclGvPM5UlOzw|L}gE5n;TvG zIRCwi)hF}Q}fFQwu%ot71)7flQ=n z1;^bXbe&T?nwIkOKuis4lmeM#0+4c2~gXxAiJGRE8oxe@F&l_r^i+lySEVCW_? z-snj3iC+YrW-!gJX!EgP61+d9QB}QWGI`&mT(X;Q)`NaPzU=Is^+c;-ask<6 zL(*O9sz?8RYW_)y!I*lINY)jeeZ-L=;&^Rb-K3?4FrDIxjJ3!5Rzj(h z^@~|+x05|5D6@wot=afwWjku+T=fhTjqbwX2k<8=hWGVtE1ON=UB|;Wvn5y1_DI&t zJ`WE-wv=eH`~O(F6R@4CuMOaaq!2}E4rM5mMjFTvGDK9Q6iOvykp`8L28E(%qR^m{ z(m*mKloA>gjYvpjNE#8Y?{~ld?{dAb_c>>uz1OR$8ViQzd%5 zz+d(ejT^IAp7tJy)qC}qtkeVP&{r%u0~V)Y&AnpsW|j|M--rL#G@lRo+NAmi%6nOI zm~q0_8`&khkiLNCQgYtRE4$!DYMJa6HHP8(1|DAoO1U3C+s`%P-($2$9>sQgpGW%S z)Xxf?$Hl;&BJpRe-Vp|Q2Kk=8uMva3gy3>^Oai9oTloD@}JNIBMcHwvGA!MEA7#_TtG;95R z5E*7-Rx5U|4fRF(?M$nobjsV+D@CB2wMqWW7J6Q6l&tygC)R(<0*COpz4RP|pB=I7 zHM7egT)2bp+=t;GnEP(mQ!Ot%7d?@t~lOcZq{~02JpQcUTOJpT|1t=7P+x=SB#Nvr$eIF{H(fM6=I!lX2 zq<@iDegyj~oqYpO#`+w5niyxW_V4QJV<=?5MXE`4cJ_Huv;zz8i%BO!{a{*dF)~0dY<0w_{q(RHmZ>a#6LgPo#iguO zL65f@zcPO1yZKJOFrD|-G5Qu*ej$PlqerrLC!c#ANN3mm2y?@9@+T8%8`!Ml85iq& zC*3bJBfLq1gJ_(5^jTfkhlYE^lKJo-qpv$$TS#BO;??0Skd-upX?2KM=@+rGGhQrX z#Z=lI$!C%SB~>9V(sxy!e>mNfd$>2w7KY@p`0$VZlY?YBsfXhF)7my??ZJ9#ho3dD zJc6TOXj0!|~=8=-wtyKa8_&Xg`CcZA1r}IKNg+HJBw&>v$^AGJpV`R%hUL$U7K%r z?}!MQCp$y;CT(kwY8JFF(no)@*T3eE&6qM$Qd$`W{PqxVkowC0;*uo!6rMd|zB^cdV_5oU5hpo$Qky=tzE1G@o5m7 zd=0rrSSp#B2a6-gz%bMpwV|5zSWCpCWTXDe9oCD+zZLSygOfE$RcYG9efQ(IFx5|1 zRwr}j?W~%d-S1=A#iS~SH{0250Ew~|@)SCqAcCzT`!Nv9PPeA~r!o#VhuKj6ag4F1 z;o$8&XB|nhpRrlMUbywr% z0=>=FOYYl#Fn9mXV^{L475W^-bC0IuU)cOKKPgAb%kZZI%s+BR@;Qzq>&-c2os2oD zlyC*@%hK;Q*S(|dNq+t-VC4J!@fhbb2kgsYuhXlE5mJ}s6u#6&On988j~C34xAK)# z9N#6*CAZQt2y`$~p3q+Iinom1n}qXeaUzUwVu9?n%zE*A@cmI1IF7%kHc1IQKNRuuSr77r`6hDob*v_N|K>TzvEEg9 z^(3!(iT$sK@^hlt&9oVd-GfNgUH>KZ9Pio;^``nBONvk6y@GXGn0vow&HMPreOf+& zi&L?BJb5O%`fa)nac(_CDq(W+g5HOdd4Ac<)dynn8u9flo|McS1O04-Zt|Q>AXP~+ z4$;S%W`k7fE2Ni&>{N$OjPtnyjnB~EM!HRM<~9H7;eYBCrk2VDQ2vzWsU>r@zaQe! z{}kLCv>?M$xFx^*gD_1d_#pTfxhfd*HC%jzcW$Q1xomW;ezRj}6T}vg?0NU-Cly4# zCb*LIJu9_LZTftNKA+zYqje)OWd|E%NAt9T_>yN|g^aWwqi@t|q^p}1#OPFm{*h*@ zjnfpDPR6E3uwk}V6WQnnJ+*;$-tw-5Z1!rdhxGxDtukjFtwr|WWe@5RtiC^MP9W=A zoXnhj0$;Dkt_?(?^qlON--(lX$GDs<7eVA>9L%bWyKw(`yxGsWR9?uAq&^THhO@m{ z>lbKF;N^ovl_vV0#(TRv_Y@rpll^#l+#=3>#1==h-coTaxqTn>S8~{%hzqwkem*;n z=M`BQe>|Kg5%>b#d+`J?z7(dF#1LAB|x?%=u)-zY=%n z(>;}iQnmFLo}TIpN7Ft#6W{iY>uK7ZL*ITz&%2S0tTT+w&J`QJCTAD@>`$kxsjKb! zyh+^$)*FpgpB?fncm$?ghFz)0S=8N1X;GysyVQhE>XUSaV-ecsN&IlyR5dGX()zvv zCj7%kX3=&ie7@InM;4!8+*Nd1t^GN^d;CS(XW@T^DBZ}h)K|WP&Bw7(G7KL=j@sle zsm)xdB&XGG%xx+%_7iQh|K=u~?#@r^VE-t-wOQ28ym|qP#;PaaLuKrH(s;?{^$Q=& zPUFg~`Y-9a(C$b6-W1P%!olQdxkT^Tzk4z}EGe)`Bhq|E)A`1`2@YrQhGYtAONR+Q zFM##se6FX_`ti5XM!28Ed83`xBdPeeT>lfq`EMOt!N)Jb;_aB7Y1dV2kR`Uyfu4du6ES~H&?>Un_m|OV& zJ;r_*my<#FUI;EFN1iTzTfnx|;me+#8)>+eMUw0H1II>U;3CoZNh2n2d@$L`wyRld zjq7j5_2kjYomD0JCSQMbNOlqv5^qw6F!%g_X`AvK#siwp)T_ zoy4=Ohk6@&_vs4_;FL|HQofY5o|HGuqs_&nmTLosV%z9rM^C7$N;dBq7O=qV0(OiNZ}aW!U~&C&tj+%J!!Z3{+OBtXcE^4OogrH1?mM|3mg_H- ze(urgep>yf#|HYoUYj!XeMzLu-rA)iTvZ6CGGo>mr7Cmw^c59bDna@*vi2k2Nm!bD z&2>1@#7|X{UX1mr`m)gP=#UC`GwJgqJ{^dEd7_hCIH>@c9d(T{suzCrXWv($pNN#b z#Ccnlm6MOdXryNdlOWZX+?Qg;t9sl3t0E-H96EwV8(C!*om1_!xd@SGUk&tmmL8jt zH+7h@wqz^$hKr!TKD?=zo;w13!wytMFtAJ{?EeH^{k!eMdt* zm6NiEwy^%@VOeTr_NQAZv9=^$wSeu%{3iR2O2e=(Ns{NUB`?iAY`&+}BLAgi$s3=G z%|6LFxCZ_Y>g6hSx{^O6j;6Zyd9FzP)kC$;Dv_Re-i4%z#b@%0$#D4By+Jc_?#9dP z``jk-JO=&G>HndtM)SS6knb?ycl|xgUT^TN`bMgQfoWBjte-=55!ntG zwXTNd-z=DQV9$s=mx@pSvwUfMXvxc3iWBD>FFX8Bg7){~?+zCJo`l~zpZ696aQs|n zv&%j!O&&Ar_x4R_3vIv0u#3f$8Sej*d!ik_edWl7`dKV$TuZm*aL6oh3=hmRt)_6B z!v(sgNadco{;p7}0S6Px1TYkDccTAd-5T|>!mxB>eLi!fC%;RwBU z!sQ}Z{{sz^A$7J-Pr&a~Qk2ko4eeL3=N`B}4!u6)o@?CX+0Ra+)TtjL&ZRb4zQ<)( z@dDnFwUJwBR|aZ%k~xf)-TA>!Y&sHJkMgP`AeG&|$+6LyRDXzCb?`qsEwbWh2MeFY znn&`F8hEyp7T@bNcX#7NrvtToQ2*IQnbqG}y;{MT?O89GTH4|HH|~G(4zsRSA7b@X z_FM;}Jayb-ls>rmr}%IR`L^-o+;<%Yfp1v3E=E4UtG7V9Bo9jV=w^_e&x8Jh#-F~m zEg^HBJ}kuME?OSw^Fo|FhwoNm@0tGp73Sq>@wfIZ#hqJue4dp~fYo??K5C3pNuC|H zZ)*Lnv&TUx&m78YlU>vAlPzxz?!(dx*z9mod zH^qf~K5J@IL18c!jwSOx&_0vjuH|79NcuJZ8Npg>pqDH;c@n(Mk$HMOfPQa?c^!HE zt+?La=j))Kwe)#1mpsn{;Fo=5^Z3+E@ozEzJjVZLX`dBP^Yr<=_C@t~A~|Qmri{NY zgV{M4RR_oJfM6|c{#QMvB}AHG#ce((pUN6B^aA5#Z^NbR@;)7MXO{US)#n-+{a^B> z67pWMy{z?k{*e4~Sryw6_xq7LJ1CooL8a(@p>HU=v0^&UtjJ>?HqN2Y`Ir@t$IevC zIT`={f#&lVFq=hQBI{~=+)3kVEORh_9D~Qr;Tcc6M_kIA+*E-3k`*h{GFe&|vi)e7 zOy_q)G3XOW-OXD@8)XQTx*Bz+>)*ts?C{M#{MQ}1ftDXS+lB6l_4!`CFYLag&ug^5 zjuxrt-P`9kTvMLz_lWL${NL7fFR|RWu*kFBMA1~zeZdH+f>4@oW<`BvHkjaBSk}Ei z0r7i`ns1m{AD0>IK$2b$oyCs6!``*<@hjY`@A}tx;&m+0jJI`R&;7)*ng#RKSpIvH z?<@O~;5vw3&Bo8L)Cig+>q4GV{wz+Mj6aLa8mSOBi$_x-g?A7A3}ME4(6vF}NUHYRlg|5h7wJnS|>;}K}i z;|+PUb|<;+FZixd1!pSq=T}9YtmGQ23%5WMarWF$7vm)$7(Leic2IASdto#h=hma<3 z=ikt8V=Y&TdMn7B>YDxhtQSjW(rza?Q@ef>Y$v62Y+>bm+ARVeg3o_JXp(r4yWZ3>e$qAfVsI*K zuXE*{VqGtu^fozq8!>CSr|RciFFb`|l?8 zbas0hN1k#lnL?92@+BcnPW)RkLIuFWe7R)^y3CR?o8sv82P0;$K;i)CdQx1w^opAUp7v5ir1kqm~3yc z^n3KoySVn)kbRHi$h(~uUEBd32JzN-*B8bc#D**Q;LVQpguuIwj$+YwSY{k%=85Dl zMoC??pGY{59xHGqmVdQi_8BEcwjgUuF+8@bj*Cs5?LhnY^_@IH6WJ*5PPy&M%(Ssnut9w>SK`}2C{80 zqZ~})!dTdxRg$|WQFJYT?#h0dX}*EbGziy(Zb{ZnZR(ParhZ6qBd7k;R5B;KT|=|y zT=D%aq#~kV}}{{ z0G7y%-$!3r{gJ%y*}+-_Qga>ej+u92Tn%XV(eFdJv_Cl)LUV}Oqq$ht&biw$WMA4Z zWZNqGPsYq-%S-*S?48aIu6x-mnKp{jwz9M1N&N&~3}ETW82*kq?=JqAES*`^T){$y7y3Tm7^UJGT_ZQ?-Q>ry73bFG?kWEF(-!SoJ%v=Hae%PCR zu&rI2T$T-4VTLGhjfi_7iC^`vFe`S!)VKXViq>ynW8R*v;7c!y?i-Eq2p{->+^G)J z#=q=rXwDN}#4xtXq;MaSaeLwPM*=`VGGvNtZozLGu;N*`cpDjt8eu$1 z5|#TIbpr;B$D%LA?r!8uZP{^9U5PUXvv-Mt?+U}ryLl&i81LPeeKxY*UuL+&_|txR zZsyxja)>l9@W{N&O%17*>^+|zPviM;pH{;2Zk)*X!sLss#uKtWGC5mP+djLGhw`RW zyV^juXN=GX^BQ8pUD{>;)0wz8fs_+4I_q_J7^%D%kkyC(>bEsM-)`((B7Sm9ErR_{ zIA4hW-_oz4xOW3Do(q}eHr>O{b&ZoO+GDWxJwBZ5-WS2~1x($*&sIX=5v~#s@ZFem^X`euYl4gG%0V)XjI?vdHCL+Rf>p-FT>>-u_pBelk*~VLTYI9 zzsxJ^cz+K}zLA8V!R80?{KGpRH@!}RN_PQwgD-WvSQ#IHA zZIrBkIT#}I;5`S*7sLExqjbWiH;nNb*8QsOcLi~}H|=KflDP%<=wHF(5;jN;l+Kv& zfe{Ac_r3b=sTM;T*@t7wn zYh96bdm~7H8a+Oz*;6br5_#j8h-8zQvcUL;oALlf?T}jog7%?~4~pcverNuOrnW zeAvVK`;$01&rZg^tpzhzAwKq^JDk>daEY<=H1t$#K3JQb{AVi-MzhyceY7-x{HxVh zX6B9TJcCzWg$d{4Hf>0^ z!*xSNmht*bb%7g?9rcvz|{HFdVISl)=1`G#0lJZa-ovQWN+q1EBll2^=z-od!N zT2yb~n#{O)OS@d3r_(Bx?>^RJ-Z52GU-&Hq3bQu2Kt&gj)?=F1LonYR@wO{3ReADS_WN3kWCnd&56%7V38i!R)pz7wAU02;^(>ej&r<#P z;*V@I*m1o>9=zRiNJ|+Ka1^(C_zq7jPE1!?j z|D!DOI8E=zruI;+fWe2-GHX6lVQe7Tll650Pn|%U=g1g|4>s-{bZjbqwS@T+|GzE< zJxtOtJ{2Z@HvT_Ym~1J>!tDxiw-~)g>mylydhp6pn0186^l|~iliB88+BAn$3q7>M z{Nq{TKQZ77tn5d#^xx53-xhy2!RHD*_!OHfipGmr;cpgs*Z9paI;#c$)6*s#JQ)uv z!u3}e4#LXhpWMzDy700a@jUx|O7ZOrSn5Kv<8vg>`q+x_8b$Y1XzNC!>)Ejwtj}`n z9g!*T=PR(%Jw|QDdOwk2Ck|v4=hJMMcen50P!(}~0la>u)77wBAVFZI~^W0GW-;83$<59qukepVp)UQ)hEmqyspmp{Gf`YW($I31h9 zGIurCk#QBvWCiHGeC~(cveeV- zN4Qr8jxXR!DKX$7NcA?-5A2ib6dV0N0tQ{la16G-!g{~*xW(f49Qtm+gR17gNo+J4 zV(*K{@@$s2GO_Dtg8Q!y^tc29!pPp}oY z8$aiGH@IzZb*eEG*D6@Az|BJ-GKzR?J%vSexHHQVsZ{PLUoue zXYoC*JO(?i!IL>`b~~*rW1Brb(h ze{vtn)(iA@j>wvwFI`D_h1P$Ha&uu&gbh|2VUE$V`{-wqG!YY$Gc@@d=8!2X;x{|e zTf4P1+K*;gDcRK+&uCRvy9Q*v3!7KCq8i@3LXYlRX7y|>wpq-xuE6fRo$BFtUtXPR z*#E&OZ)1~NBH4et!|)-9&Tvg{tvZvd9^bx1?^y?uJmvk(1!uUbA)A~gvTSo^4V%0M z)yfdb%K4k%bOXNyrun#18m~6Hvl@+84PBG0+kc98shYG!za=19ghb`|cQP#= z1hr!9Jd!_8#^*Mo(sa1LYsAX@cOXlR$Hv>ql1yM*MZZVcA*~<3_ zzT(^rNM&w121?)SsUOeJ>hc3bqI>yrYRl9V6Lx8znoD=UawtCZXS1us$!lP?j^%Ho z)nwA<`PpWyzs$d^3%ZCGo`+L4$hfcXoh5nr$5@cO6v^$knHC-S>UivJ4!^u*&D@xJ z1Fax<9>1>yp>On;Zeu}K9_#NGue0~$N~lg|o9yu!jPqBs;A#F&&9&7e z{+GSZ!Rf5Z$#c-#=yM?n^K7gVOMStbscKh*1+Rp`r}Rus-5+uKEZDw5{H!eaRA0%>o@&Q+jol1;vS)fGd5f}BRs)xY?%~Gy5~4lbCAEk0 zJ#;KVu6{mMr&Tgp)PmmYkS`)~FA;P5^SU?a^cVIV3avW+ZUvpZT^dTi54F$Ex6HX` z(xEu1oB5Q=zfXxH^Ub!&n$?_E$#0UCUvEM-l~;e!=U_HV{fE{fz##aPVclusYa1B% zg=h)mZ4q(%n5ABVXd%%dvUO+w%VD*WFP4Y+gYLOHn+5t~a-Nz0PRDMdV4mQ<0>`1` z+Xbz9YPf6a`T^*H&~|0_S~#X5IDd%n3b&vJ&5??(1a#gjt%3U{)0pcg-# zL&~fd>EZXq?gR(;SCSk93q0r;|XTvWZWoCo2+}yJM#tpev%(2 zr^j0`{#l<#kpFLU5AYH1tQ!&DE}LQlZX2B6JI(} zKi9Z3JAsUUVAC_kAIoOfYL(n(W6hvH;q8&IJ(p*{NS2}SXbQX30QpwjIZL$6>V|4G zN}j5%Y?0^q53x>Z{ho~nePG_1Y|}P| zhxM*wr@V_go$PtevD7u$bHB*^ag95KtXM}zbtDX2+ z6Mv7RQ%k-xiQn%-s&`p^41VR?O;`RulXUIH$ZHGYRwH`%Ww}XuJViuHE|95!$J8sU#-kXhf7A$Au z)_ruV#uh))FK?ss?B-*~uPYcU?|M`H;!geF>G-eyU%*zWZt%HTIN5P_!0iS-cYvc*xOk5WBRV9+YfMUs$F&WC`DYEHxk1{;j`&=j?>UnKuj>l#?mfNbaCarUnN3yai*y9=`8*(&v|KBq$}c!ytg^j}l|EnVBj zh}kuhT`+lblvRHtU2{AR7pK7({jKLs6XALZ&JH1U_TBFk2l9;NG18>g^G%R_%un`a z9Lpn!2f$$xX4eoauQ%#OM^6%yW)xWEdt;{h>Tm3M zI)7Wh(jCNyJjoj^N_K!!*1WyQ`fK6TgvQCZTNftPS#~L@s<6YWBJC%xs)TdnVU(;M)wmDGrNUX_}1sAL8(GHtfQ`z7k7!@WyV= z_uw&gY514x|AbfWTT{WYu<_@SGJ8;yeQu*YE;~UZQpGEV{GFF;MxA4)?Id8>HULhAqU;tl283w{LLZPj=s*4$~oixA>JT zn%9f(E9mwuDQ5b60SUKj)xnWcM*NdblX!7)p7Fhm1kF2Tv>6lTQ{yi|gg~*<#BD=MJ6Su0< zsV7S&Bi1s#nSVK3}Ve z4|%><9Xm(BV38T~ZbyG%gC$x$W7JOMeihFbz`QJbUaI91BTV-H{dkn@`wu}pm5gS? z^#qzFPr_ylsYaIm&NYKTS@t-Ti`ZU5)WO#mw4xalB}e z>IFBmZdOCL#Km3Mp1j9p@p%V}p8>~OT3v2-_=qic>-~3@$ambVDo^F>Eh6f^j%?8? zv2_G?R%49?Mtt1(1NmQNtSI9AyDU6Z%k#`~+0E2}M&Gh=ye;dlTDs$FL9Q*B+?brz zeV0f)cvAeoi!VIyy6m?)1gBCZE^9rK|My7}bTsN)BxuP(opJvlZMVU`A4}cEmo}6A z3zjNHlZWB3oP>`^=VdN3htl#%aQ@W)*Pm7rs|t zUv(kBKb%_7=q&c%N1J38TMXePZ1vS~g3u@9sw;QoyyIsqbMTz!;T=n7tW zplga6@gdf`*w48n&$oyMJm`7oI!2UF?4aW0O~`n7QKy?b`CbpWv0MVAn(G zKlWY9X8A6BJK0j}a)42@H@l^|W-e~GEraT5CoSqEpk65uNZ@!ew)nT1^yC?=t7WZxy zOQ&GwCi)KKIam6;+C68gOQrJGGSUqwhz7YosHE3%+NJu(J)s-R`Tt~OBb6HP7)c;c5NdXHiFu2S0{hcIr`|N?@QR>S62Fy z^xJr5OGgq-@5l7QteGc3O+>=={%%0q_pmW5eY5hc3a)*OF)e-0d#dE!z5?>skmfhD z(tBiRq38c_Ya+|tX@qZ#dXXr#h5VO^`(1n+8cK^!5c?F8-C+2Ez85+-!`Y>-{s;5+ zutTch4R9{GU2cTk*;w;A84l;?so|0DKgp_D727_<;bhpz4!94Dw}}r;)c!J3uHkFr zTveIf7h_iTKsVRx3v5}-$S?AX6C53k&u6>hf7QkQw*z^Xn0!D%RG3JgZ^fDH%zp}7 z^7L+xE0e`3-xrfLq&Xzdh29oyO%Coq*{7`e?+g78cDyi*@~rzzTzgNPe}}#Deta2= zWnENTJlTOg{aN=%ktkK6v#s`a*S^ zHb1i5le9h>+t$+TCOu3M>lTPeztHF(J++5^1DNd=WslVR1?2yVE$<~q8&)pQ=SI*r zPe)eyf0?;5djeYMt-H^|aOXpkEYSLTcr-Qs6s(#-!oKX1Ovl66p|2kA#_Qv7>kB$( zrtS-=R17Y|!_If?tAhKW5iHWd-%Hpmc{N6{eNAUihwTWFq^LM^o&K{LZVxoZvf--{cU?%K7H-Z6tbiA=NSL zK7~&8aq$6GmxwfAyuB%g z{Yc-jBtNfUHmJZ0iqLn6K1PXt`|*LSBgne{Mxs(FS6?R{C3j5rgG?m-Z8%w)Uqpww z?Ausmnu%4(dHET;6=%a2$o>o|ro*p}`K6WC`4(9W3mUpddz6NyAes7Ox&K^`iI2b{ zx!XQ7!Vwr)LDcw}t$*OLQ$)E($Wk0akCWz8TDCI(b>fS2VX_KFCHzaC;kWr%ayM@k zPwQ$w10FNPp5N)bSRe8BtBiXgc`tUPi!0_rtEFE5g2qOAUd+G0H{0ZnDo>YxCrux5 z=_Gh%_kZfvJgR+lBi;zV6SQAW!p94|?+4LuoPMhrcQsq(O<(RPYO+Ui1!g~1)~-Kh zb~#P7Zt2*|5S&W7OG(uY3z9!RyGHXQ?j!6^Uh3#j1D+*4wb@AG>|fdK&Y&SVKHxLW zA($1Qd5*qaEEt6Q$<1&h-0pRDfhgQaKYy7O6Gh*I-xGYHHTJy%t7#bXGo9P9^+1UC zH!mzMh^14>{~~McN0a?XGlTr+ktDeU{$%TmA-c$D+t_X=Z~2}*3W=D*q1FYSkHIe$ zgj4Y#F=IC*_ZaV3e7YLH^4u@ieQx~MNLPpTDr<2)JwL+T%z~|qHJv6Gz^1rJ9>l+g z+H}}uk3lQC4#U0VhnYtAWUhP%mV;xxNhB>p|H*9p z8g~7H&%e03mum*GP&^@(ZO+H;wni>NuC6@fb8V{f;hUWs!lFC$-3X#3`0p%No@l=7 z>TCtpS)i|-t{zCXTgf{T-z1)Q_0>w-)Q6e;v&(=5PDJ^C`2#9T@N{$(rNw zvF=Fo=b{SpE~m!Kkmvt57RC8v3UZP+V4HY;6l*3$4r^$M+2}lcUxEE z>RZsRK%dEC)d1H03iFbiHnr-fYrhwQ6L3BeGL`iHrB`d{g%by2(Vc8n)U2Ki;aOq4 zR@=+ibD&uyE0|LQH0y#Z;>Tk!I!-T5=+pp8>x?~`4n5)U3a`9TPsx-14?U;RaVxnR zW6?6`WQcj#=>2H5 zAALrVvN7*nOTORv!3yXN!GRIR+++61+_;K7FY9@eYp%qRg{<3@SAB@3Pm6}BCGe5H zJ3D))zHWCsc^6BWBU3N8xO>kF3+8}iO-rVP>v&&ncKyrURAK(y!TFc?^mlypda>qT zv)^OxQ2u0rJWp=VyR-iFGM2uaRM$YEEg#QrlS1$*35jV?*u@7{X}>SqEx>?RaPV0? zdfn(R7I5Y$cG=2*@@y=3Z-d3X0mkUyxiQ9`0;l;r@=a%3I6IQ=*;jw55pN;M2~b_- zY+KgLcg}ufy$h=I={U}H=eT}53l$TC4uMQXkzfw2k|$>||L;kLtp(gouGg>Hbn6=ut>UU=k zV6`>ua~RC4@S;@m?5u4+*FU1o5L~RoQawodEM(8oS0`HhgSS}~vcJzqI6BeHkQ(IK z*-;#VKZsyENN_nsvaT-KfG*`7pZFHC9mii|`4Z-^K-;wWJST7{=UH)BEp!EV; zCx_=6`X#^aUO4^)le`H(i@tklaTKeS;>T-6n6I_Y>clU}^`dLCV|^RTH+A+X)=Pct zlgKj8JoEuyUQf&-d0V%<`Ro$05w zPk)JnV~nuQkwL|{@``cp!tW0Y?xPxzVJdv~y836Hu@4Epbmi5qoFIly!KP%oDNFvz zVpK!kos9W!i}*L{=^--AWZh+KU)-l@&=~KpSaUJFvJd~+f;+Gm#MzQ!%oMVHE&}{P zs`d29>agMP>qU#~nXU<$?0P>DX6?k_Z`t8yK9{H5rH#_cRjDXd6I&a&;uxCsEQnpg}U5WgX~k?05j{U8=|Lcw}qb{+>5I zN4}K>_bB^fY}Uy>2kQgi+m6gxhyZg+(?JxP|B-ZHcn$_a>OT2PD43nd)g%*Ff_E2Y!GuxgG z(OqnHnV3>UFD1vLeKND`B_+2qth(~^Wo$4SOS?DMj0sbmBsJ6+JDHxH;^FA zxee;MGwEaA&pNuS_^Tr(IBW{bPvl_wr8S?b7wJK0B#l?s^MdEUb$ z87OjprQfP%gYE2+N(7g~r5H>PCx7-_v?s|4P|UvX!hB#YJ|vHCC-zFljBa|^zy~iT z;~1LlAWbPT^=*1@#obq7o@{foX!1IVE`eb$pOW`;fGAuHGn3K1zu&bSJ6{~k4&X_= z<1rd-rEM$Tnwk~$S$R3MP8aVx>Eku5-N9Fq@4PXa^fB^pth$oEtwoEA{eGL>-xM3O zs_jI*A4h{!Xf6iHM4lVru-4h`m~k6_TjtunIQSbDqyq6du+8eVcILT~q}u9tIWnG! zkBuO>*wx3-V;^k3U$0%rRm=>!vcM}g(ES1o$-UvxwEB|uSI{%xhws3G=A!Q5;(K;k z<(>BD{Ok<=nH**xxMm#NeNLv-{e1$vO7e+*BH7KZJQDKFd1*b?Y=sTE=g%saRQWv4 z*&*%_l7Au3TuX^e)iB{y692-IWodX6xu&t?6F8AvjDKL`92g8Dd2;xjO5@uczhA4V z&fQ9eSv+tzUS122QvB&=@%KDq|G?V2>5z(`)$ld>5|4-OY&`qZ7@z6+Uy?7;-;3HW zq+tu6|EA+7P#KFCx6`0BPdI=FuHp6V$++CS*AvG|LOC@u)?wWa_Pj#h%dxi*o+oF< zbK=kWe5a5e&Y=IF=FPSwewU2xj654-reNV3pG)dLtB-zQ&ApJi344-JH~Ck_>o<3U znYAB$WKRW|YuNib-rQ7-OO3s(j2eLxshnC8`l%0F z(fO=JOzxit@MaEAOl{MKV#)?=DM^dX0y!uP~VTY z-Uor6?iJS3@KD-jEqN8PeNK;AJa?h9ecAOh@gUKo4C%Y$=#{j-ALCP*>jdMrhQnE8 z`HQ@nfA`}<510X$!aZ5r9%PebS^3{v&Ev&~^Dw9!PZ|y9b4Zo^Uvor_RQJq&`((%L zh_Q#mr?cKZ7Lk*6wVM%dXVbd0Pj%sB*M6NwwODKw3)ClTvUR1Vdw2SNWbF9`zH1_qv$GdhI?ea7+D~Y<&Zy?^Lc4sGcOh)~qV6zyW z*`sr!vnAMdKNfq|9950xgZbYEsAex{M`H|O`K*4tfd{0r;6g_WiIrtwm>i*3gIj@*TZ$!&cYwkC7?0E}OZU8BW|WJVv2zp3@!kp=4&{M<;cJV7~xHnV+$`H0RR zyY8TZyO(5HnMTqB{L9D`Ry63^eI1{Q4k*%iSgOLwvYab^MPcl-6iTLQ_g)xm_p{+=BU&z zT>*jmBEkxiu7+&ZuuX@3X0DU*V!E+DHO4yeXa^5Vw#K8``+AJniM>ss)sghG9I1{~ zSur{iu6b{e`qN*DJ^w-F2XjnnizmxORhFATo;UEYGkg4n!A;E8zvAW*kogzVC*yn} zKKT}VCqLXS;1AB1a)n zy*CfcJ>tXkNX(yuf&F+)o-IzH@v9g(oo%P{y3c5ryuq`5UaRF((0JK6omoCB^NY~G zFHD}sqz}lKi~^(Sl2syuS?hjCUdwK?aO85j9fAMlAbyamlHc)JyV ze7C>KIbMoAn>#iSJHKVEWD9&0F87n-aTu?H$uIiZ$S0no^(GN~2ZYXdRVue6<4o!f zeW2KnekBa^9Flg}gjc>4B*)mz$TRqPlxy%FD21#$(O zwIOkR_Pqq>XFB(!nJl^Nk`e4Waphm<;eRYi{&|XvXJC{S`89s^Q$wAH`G1Ea{hUM{+jZPgIFuydM*{yj>g7=$a1ogk}sbD=T~${se;x7-@gOtU%Pjq@5we>49+ukR|I`WE#_MX3<4>sls*fVD&-}WI%(bB~ zk`!0D;vl15!5XFM`Z?s2e|9U`PR8*)5G_vQzC7(JHcl<%|DoE7-Al9WAXY2kyVfT6 zHQh*-Y`0smHnqf$)o=1%_Y#+H!0m6u@q7c`?#w{8&lA49U8$?*wQ!s2r-5TjSmPb2 z-i=Sk=`ntmYCOjl#GB^}_?TLkQ^=Dl9(74R+;yk;w}Y>|45dQwKAex|zV3L@C{N_h z!2HROZw;N)$lJ^Zv(KO}8NvRygm%tvp}Y>-@dsSST|8&8oj)z`@4P z8}_U;nxl30G_B=T*Wq}4@jTLR#ksXKKGyX|Lp7_OUV(5w2&8^czQx@EhY^lkXOxFT z)W>kO7`guU{k|OjqyoX2?$U4Jxy5Msp4q1cTQ=5bNj)WxYdaYKN243)kXjAcWj~>}$cMRk<7{3|&7t&@0%V#D1SN!T+{q7IV>cPyOA$hrkuHO zqEYthC-wFU8TBi^JXYj86T3eZ9p|#?aItNGBb9JB-!m@pJKsVJ(;~SaR+*do>Txt5 ztcg=+`8~(kWI;{VqLaumf)owRL63-ES(|@3`76WZ4E!j@vbD_}`G!2)k!1Z(9=f3- zbl$9;CSG2RFXb?>u{Lc;@PVUi^_#sBpZRH{zsvd3el)%S6Mht}Zx+4sG_5Z7BuhiG zj2=Lakv#P<_}s|@H=Bj_5ii$aT-KQVEGnfw<@;jz&sZ~$EGM&aGps!h7jGl&TWnU8 z?aDyBr07`6i{F^i2km{_-a+$Xr`;*`*7-fZICw*5j>InD@6HW52 zG5L_X@Yf}7k1p#j3u#e;rShz3 z2Of2Y!7t=U7WOYlooBJFp!W``QqN_CetyN{WKHU)ujL}}d~*JxkNU7oCBv-#zk+@H zK%|){Ea4nzh!l{3)z)3;TZ!*Tj~K{Qm~#9)f#s!0s~gmN8o-H|5tP zJp~t4EID4px)2c#{N=7`KJk_5;jQ=WacjSF`y> zd|D5OJWF^T7gCX|t9ha*rluzE>5w`A{$CcvpO1OPcx{hk`P4i-gXJECNdwya=vY?T z*WeRVpp}|woiM8&Ne4jnLVxG3W-@MPy=&g!Cf7(IJ)Ow|ZqdV7=q2M}v>s!o-k?9J;~>4I2wBvWv9|w*2Kd>+V0`~S%;XlZ>bRWI=?sw%BjO}B^KSS z^%HDZUhF%Y9rloPJ$e2y;wt=aN6PX1uAV-=*IzGa<#|%_F4r~I52X0XxgW{enXU8G z@=y%u!&`o%MRIr#H_Bc!+o$-FIdL$yFYs@ch<2x_`v{-^3}Y{&N$$yJ8tq~lWX1A- zV&YCC_Z81S!r)ZLy3IXsD{MTQWK(H#Joz)TzK((Yq5PMgAE9d%JpI}=r-@C6m@(^% z^3USdxuogC3gdagP1ta>v6E3?7u|NV)%ot8rt*l?m`%2VpLszk-Z-D8Px7~tG|9J} z?32#@SgMOOVC~hSVzTQzPr{-wc!pf3=_@PLhr{ApOgzg~Svy#Zw0X9+SL9g^^;BB_V*CNf8tno0<$amx1zux7prJ=cSK8(8Pw=Qm{M%9Bf$$o*laKBgY z54q+@Y)Ey)&915im*h0sW7cR!hI_FkYdVM0?;M;<&De`zGK*%j*=;^+=P7y_mOToO zer2IcaOVtMs%Pwzc)$YwbsL1Yk#&za^oQ{;r^PG&?uvzFMB_K{s5fShqRlWm57+Ml zS}wuyYss>m?8)tUgU@YgK9N-}fnGDRF5rvfc+PmJeoxN-jCvWg{-f!SBt719gOgci zJqc=HQnGl}6dO`|?J-eg9HiTeVy_#!Kg-oHgC(!o)!1~6D~IuytKj#qQ7^-#FU6Vc znJh`)Zg>DCXL}qQgjd4H3s)#-0!0eJ3mnnvef75xL%w#i+N^GK3Rw^UqGQO1e%L?J@xknyN)Q( zJ8zN)Kz}hgl7)2$kJuM>O+=s}#=Vl?cBJPp3|YoYvu1Av2`iE(xuR}n_b#k<4~um+ z7u}BcFSt58@i)VHE~%#(p|qHuioEym_g8SKGOx&!?9)h+Oo^8{pZ(4CVQ~@rrj~DU z_8($a>gTGju_u`@vhQYsi1!@J{*I%mB9-jSbM^f=sm{}1U9ljQe{RO5ti5hd<1yMD z>e@Rya9tG2J?xw)|EQGdk1uQgNxD zd2T;U&3DVnMy{pLrZCTn=C^rl8Fw@nlA}3K*qt{)<;i*=9_+B z@wPj>S30{Nu5A(-my!2KJloBuv)5#|z7s!+YuA&XRW}QDAjez!%G-(TC$0(2PyIa{ zd$MOLSp!mA{dn`)nXoG6$c4r{ghc<){VM%rol4%DJPiL|+4vV|oWMGjNSr(%PqODW zz23`CPtY`XLnlMIxbs*er05c?Q}Zk3WRk0K6Pa)$oc4vt(v>8qLh@;xt?AQ=EO7!` zTRro{SyQ_ds~5pCtEda(dva6fT~o5bj`edmTU;lm%^?5PeC#&d*yH@Y z=9b&swe^5>WtJO-L+8?EH1rl@#73S`U!+QAnElx07SXIK*}9161I#_SU%yAoPVN9+ zWdEb!n2b^-AYB3q-x(wK(W7`o)&gdic^CcfqRZQ)Ev=8jX4ho}=u~0BPB`)jU0$Tc z5sto&Kl@|Ng9YAtx#)Bw#7aZxVb*U4$Gm605?{WB%OPx=iegV;d7ecK#@b)#_!Ze3 z!tfxvXC2&$Y&)JtO||X@=TsfZyxi7I+Y$q=Hf}PdmK2MBrr`^C-T>Fy)3H8VEf81w zz&e$XhvDd9BwwK4O}z1J_PSkPf6_a3dtum)&M&|-cfAi9b0a%drpbX&D9c*cv(7~QS2jbu zjk~Athm&1@07>p9XL9)0VEI0D+9WO{hi+kGUBf@iixI`(cP!k>(>Ocx_pobAKdDBY zo$42nX$F~J!0Gn-osZwgIGf6FFVXiXvNUI>>|Mw+pTXE!+Dv^F4YS84HKj|_H_wHh zp?TJ{{^R(E=96S!&;Itm`Pl`sP>up^IMp`%GT%m zG{(O+WNt~L+(|u0*F1-5VNOo&mXmnozD6vMgOkW`3JYCsD|E7o z>3(x~D-sXUPj|=_!SPO7rtWNO-(o(-nfbVpJIdBZzKZRx$GYT|`UImNgY^Wg`4c1C z^SRaRHBYpCUwk^8cVx#+_BoXy;Xr6+4_*iQ^@QC|Fe$=!zY#&FnH_%<^)eHbGD3A% zHDssMi>u(L6`x6+ogd(mC-S$FWEXp7M$Bq_Z4N&6B=x zI~1B(cb)gcKeIzm5pa+z&f^c)(KIvC6L^^XTPORs621?LXdMesS`GEoshelCRAE_O za7UEvsMCFZkbm6CkI#2L-vO43(m!a`5Jm&AYANfSLF24dt0y)*i2FsLm7F&vM6-To z%r#h)J))!7vn$*`V}oi&{E@`P+$DVPs*io1LyJ^VDkp}Wf;EvZneI;~(OqKJcpRLn z*M=C{04GyDVGR$u12Uu7w*;?wO0UWNp1NQ6>LF+YcRVGIZuURo&oK|(J_#Jo8FJ`kfTWd45?E+?^mpA>2vZ!pTjae z==iHo$=13Y^RnmuaI@Fn#>pDrYw&6jOMi`5**SBJm^|K*(d@F#h_8_05NN;0Kd#o| z2)$%iVMSb;YxD}DU^8+JaeWJ%YsR;#lk8O1IN0c4VnbJ)s7kx#P&kiXso-^q-$O~A z?1>+fDDST(!|4gfHo^HT<5pyYi^!Ht|9f$;o|cX9F1w-L$Kz^dj314;nC=^#z1`0{ zJ|DtTOL)uYki6cgQ%Tp14)?OskNp09V|CU~RaU$TM)S-lpSfbDd%Ha6?jqK-Vap?6 zFo(5&A$14*TMV^|&Xfy{- zn(e0bDy%+N|i97iVV z=PuTI$yj+3dWHF63;#V#+hr`>osFhr!Iv~TR_t5{;Y!-(4fHspU+LPRkS@(Dhr@0W zzdM#5N3-To=RVO-RgvH{67@Gnwui{;WJo=kR0|#B=p>(4YSWLsM(KAxf7>Gxjw9nr zeNTbfN9;3CEFPrK$8qvxp4@}={$r~*S@J}7e_H>8_})5PNXFO`MViw^{#C3~Q$L5Z z&FPSOk+k>lkX7c~c6#1r?7MhS-Z^gOA0O(yB*b4}o0sWv9S&tB+(cs@gIga#b$r3S z);fPZW2C&j=uEn1=8cvZ@c^`*blu&2wgp{2$FbDTox^UM==3g~zSH|8y*FgHZgkp4 zrW>%RmMc=bY?_}>jZzkK^7dvwY)pNfMvkn3Lb4b2pv@Vg@UM7!c7c>9824kEoq;#& zMT=uaiW&SXm7`{f1Ak!87^p3!=LR^>B;|8Z$vc-{+30O3JPX$vaLhgU6lXSz>hm0{ zjf1ISJOSduJUmta+PcviuzuxvYhTEntD z>HcQ3yaz6hSC?blToz1*s}6oj!lW%^KPB~g5k6T}A7~{-tnFJ;f!k7@)u3_1ch~4`k{*<}uA%iR z2qptgcjs@`t|)wtgI6VdSf>5$KF=5DuGilX^IR1i&0CFBXgifA&-2(z>2#TPsfRS1 zhn-#E*N>V{vWE44wRykLDw%WcVuj7vvr}Ze5>m(0cNMPh3-M?8cIvTZZ}Ls7k?MQX zAio91bJ!{?oeROM37&nb_tX^b;@ZVLxdqS29^yG1zmoX$01n(i`Byh4Y$1-_D6Shb+~1(t2m?>ce5t9E4}{5Dqi zb$u(gZ%(T=7}py5ZN;lsw9o#CiRP5vkUA2sMcj=hQ)O|SEA3Myj82Zr^Dv+Z&JSec zrC9KlS^9RmK7$k4ll3-i4#b9!S)~H4lP5B}f6gIwDhggeie5f_?Yi~Gdx?EIvEdjP zSEF$i_T38QhcNPQF=q-L>f!&P+MLDC)wFmJn-^eveG+}F_v|CDFA^onuIG*8_+>5F z<^9?k41R&e=Qxte&e=(_Vr{s!LRL$BKAHXZQkMb<5g0ZtkJJpp((K+vzr(*T}K2H!`&-VA#V&xiEJeQ&|Yj$hKbkxm7SZ{;KT~r+~E3Rw5?96_(m_| zXGLH)zLq+2h4}wAlK+ko*=v-i*>8%(B_P}$>$7|FTo%on@gHdUyy)@?`BVArF;*#o z8H=%PuvYKTVOs&Ge&#KETs0ClW8gU&|5LB=ePccb_dJ=ds+VMZXy>{*j-4hx|I8aw zX{E6U_=cEU5eDPQQGs-M+ps@2X1~r7$2QPmk4U?X-}iT{G#^MM?ZvK2*7QXr&pqlN zn6rtrt;mur7=u|h@4#LpO=@&J%ZpzX0c*2IL;9Cvy(!p}mECptR4Flii|eb9?@{Q2xNR`L5F3_~&9z-nG6;&V5Kx#5Ji2_lZ8{LADCbH<}+_ zb!0ad{wDrBqvwT=CJ)#}EH=iNeRxMG->vOu?!9`z zC@b)a!mX63nDw7;!7ophD#3Uw$(n2PBMGiC-W#HAN#nh%&wX*@W?E;5NMrhRrro~! z8R93IytbPSCTsZv{ot}{Tj{p4X|3~O>ig^AZ$?LF0_AGZ6IWL9MIvOVnP%=L4a_ysfTE>=N@cAFb zvMbnbnn;rs;|-yCo*0l?MCZ_EG0*)7hvypYQc*N}1n<&MCpP#Q6HdVByf;dA>ZjmQ zSFhi}t`mfwgx`%kI{AE>;rm-Gy+$l90i&$v-cGXIr|`pr zF=aies$+B;SSAu?9q}Ul=X*qTaq4Y7CEq}@vb1KS?32HN1c@Uh%z!g_{ZFi&I)bys z|w|Y=Zj+FRHVMmIw`r|mXl@9I6 zxd+M(X*3wlAK>|!BHyLPPED5%T0LgY=}6+_7knF2@8=uYH(ZNmS;PMnzD&p5Eig)z zyp<%ZK)dZcb01RFC1qAC?uADc|JrD`)r^|_Wy>(>ao(Tj4v&iEEojosoRP}p1L$!T z&TN5Is>ybt$@irC6^F75r9E#C2Fa&i)4ZH@RF`7dVm>m!m|5}s4o^7N^?%af6}o39 z#uIuUf^|PbBvlSdllDd^mlB(1K{z?m8j>UVn-r37?kzsI9iE5roy@1pVEF>1 zN4Xp7DL(E81O~aJ}=%fL{-1vXc8WpXy>kayGon4yh)&O$1n_-EMIqJ4CNGLULHofz#cj zeF>&nm6R$``IegOSe+sHlQHt7DLc&{6>rM8{y$8wE~-6aUObI=OlP6L+2vrqv`asy zyXGvsIvf_4Lpo2{){|pBWVS*4R`QJ$VNyZoa=o{rQ5}-JZzi4v#q;%iD?}}qQgH`cUB|zwib*e%sV84No1I@|#k=%;2A(u>?rv8gSB0DD@;U7y$m}>8-Usc_w z&2+g|uYK4*Q9J8plGCy=KdVR9T@V{;)>+E_chM%*fA+*;_QafHpTkExUpKrf0wZ zW9d%7wHm+ofhSZ#iV8(i6eUV!NJI%mC4~m_P)dU+Lz9w32`Mz7K{G1Jm`Y`cMA9UU zh(t1{FS-7o`~3dbx$2zvefM6^TKBrwdiJ~b^QRGdVKfMk$)}0W)8Bc1%BmF6!pjkS0cYt$xAnXsnc={MV$v2IB7irHQ2birdqS*wx z=37{1#g8!{U2e~W#vVB>J6F>2urZ7NV9R58^)0OPO!5yIwK(fm!YF&Z&+vKn&8Aw~ z0@qdG=F=<(s{C2BsAup@>iCkaaF5rN+}9QrgSB%|+~`B7A>Y zA-meHk`41D{%j)@7AJMZdRFc=gyl&7=s?fbY`NJ8+wiC_?;XR+ljW?DuvmhB{b5u~ z^dAn9+D7T-8e=F9J#Or2X3FLwa<6l4^vPow|1=v0nimemykqdAn*3bMyK7i-j5E)K z=+UtG9W%K_*(>yhVrGL{umD~PseyUO5 z$`5_${VVRK$6puOB;S{=#*?g`?`Wh${Qi^$x$}~1z_!@?yy)LU-}L+G4Xu0dthrB{ zz_B6^{O0JFNWYhDcgsUB;z6FVx5bbv{JiD5rW~%M2Hak_PUpeiGS>Ha_LkheOB_Fp ze_!xW186;Ij7lV31e;qR&;x>AfwJSWRZNV|$3?C;6hh95xO!FBd~?$oqg_yPHXSLgrxC1c~If z;_6XzVs$M14)&Rc&&BOf*A+|Pkzs*a3@f4&or$GrDs)O*BLXYvkq zwO^dwgN(Oco*GHU-Prdp4f^|CR&2d1W=|z^oIG&>=ACT($5}lTqyCb=E^_R0wxwR> zr=*-HN{-;ERGR%34|6AAs*$om=`cio+N z2Y-LV_Ccgx>st68mfXm$6|9A$*ECZ5IaJ83+Rb>&@&Jm;7e zMw!h+Me(D9IdV7a^4#HM2&P9{?hj@)R}(StGvwNkun$*nW5p0mIM0=0RcxJ2W>MKF zzO7))cU=MXb5?&E*A>%QWi|(rm7NhDq+;r4=D1XO>xM}iaC`@A^UQY@{bz`p)c$&h z$NG~yfc&d*IaNUqgVS+l!h4LkPZWFr=S%Rq5D(WC&oA;+DJ*Fr166{{%`#tWxuXnL z)nxzu^r*(Z)iA9q*S^JHhtT{>$2Vo|8qqz*aZ^O}N0|LPt&YLcj(nE*zrzTZ!fKPF za<^asjsF$*W1M-j|1V(c0y_QxvxoU_syI57_RCqkiqtzq&1`axDTu;#Vk~RLatE)N zYujIWf3C=SA3~#idz=r6DvrK^S6YbBPvO+pzjfmD7tGSV1JBs^a81tWOa{|3?pmhy)?J9_%%#uCinU?r|V8OhQtJ2lj z+(=gFB!W_LA#BW20XMNtxNw_!~Y(zBZ){VHmc*$3-VTkR>D zWq0WJyphUD9etYWy$3;TxNigBlJKl3{T_oCc_&Y*hmn2;EGwIf-xrz5rsd#~>)M6* z^OD%<>5OzBDnizqY&xGGJK<2O5_XffKN5lI_`RI&XBq2SoKMY{ulXVOjI$f%be@@y z#m75tDRy@EDn0D3!jn|3`Vk{~n}zopJ@=Gm;l}q6*$>a_U`#PMjgS*QV*6B|4G_b( zvpoBTHe%4D628o`@4vLOW>cC10Q&=PC;!to4r1wm@-|_#4F!scUo%i^f2Gm$9c9^+i9~cljJVlViF- zGIh$w`!YqWY5ln7=08g&JZ1Cm>qBD zkL<`y^^gvH_c+!RlTp)WFO|(d<(H1~>QnO0>vDBde)~fXxQqUO!SH*G_=K-pLVT6E zcO{>_4432Cm~MPM`QkrW=4=?$pC}dUnNzM`VWyG#|;2rO9cDYun}hO&GQi%Y)Q-BVPmi_c3p~ z3_FdMnX}V>z6%~4La#RT{g#Jcr_DUP|4J6kee)i!w1)E7JtS5oE8ij0N#$m7a5`*; zij4GzJ%WbmMl@0OIY}0|iM+kW$Q4FMdgOX4)oujzr*4AE|2X;+Ch$K z?202hipucePxw^}dxp^`{g|_c=SRoZmaDpB>-Em3 zUdFQLeZSb_{q%wT%^1)5KkFNEm#B$sob2@hO}{54&kA?L=xAO&hRp2LSwcp>*&hJ) zMKs<;lRQnhLqwK_MKgY%0FP08niaaI;ApP`T%HtF2l7asX6-WCSaaM;V}3{D)?#x5 z>qe5a*z2`ox~z8^u{~FOg?V;3AML=3Ut!h=@-<+QJJ(I=^D&QHVP;#xi_Oja@8a%2 zadH;4&ay6d3qX0-*>&V5Y~CpIMew9;P)io=DPkGxxJxl?M8UGR?Kf< z$s9Pnh1dTxO6~{D7SZQAYYOhCet%7R^{4ZfIPg2I`itJ8e$VpBObmFBtm^!qinWK! z+jYz|d7{yh{Ce1Y7HrNVvn|$ab<|PUXL|ymxp(^sR$%o={yc>-+O2J?2Fm| zkiWqBTln%pHl(^rR^-0~%VfJ2JkpV*BUrwP{C*<14!?}S(DouE>#**|jIT)QOmbP; z-emOD>G=_FH<6TGvuB9tb&k(BzZhnXYyQ~&XIO&Fzy?gSR4{>#rSOy`wk#dc!x53!XB zZ}t7#;hG_}hlld@_Ylb);Qz?ZZqe*g&)WB@#%nBQ`jGPurexK`53KxK^o}=b@IQ{l zpJT}?*8XPf-2J+nFH2%z3AyZ6dfqGIlYJ`DxB;HzIriPK&%T*H{@+65hs_e%rL+jE zvWjxA&sy-qD`w7HMQ&nad~p_pywa?n*PEJ6w#P z!29X>n~L-=k^Loa><72PV&kX+Y2RZ1nKI8+&b}3v%f-iCv`@#tUH|G z=R@eGT5Mfs90RZQG+6Asb@J`0{1ERAV^69Io@DG*{yrWuuVGL%Hl}ybRGOc_t55Ry zgK(<~=ZttagtL$5T;r64d=)(J3gO~3Y$w}y6el}rGXql>$Xr7pG{G5{vGq(${hNn3 zLVdUFm`aDcS$Z@ZW;vp`Yo;z@^DsCbXQuq!xl6HmxVWDo>rWAnS;5+w9<4=S`a-Vo z|28>vl`#`<2RZT_*`@>r?_^=BCFCw)M{zQmtTATn?&h9GY+fwF{$k^^W`tDNDe2t7 zJky({kBFd!B+QaItIBTQiHGaxSDF?x;Ms-#liAXa{i!^)%j=HVb`l@9<*O3T$&=(I zbpD$j$zoOc<4)c=5z}YNjiYJSmB*7?=JH<&S@UqZT_JW~^v+EG4yN&8WbDQ5{vzUB zF?|;-lJ&;Yd@-E=f#93G)S3MGB);w4%4W0iEIkr7lOS^iZyd(UJ@D&geEtGMvjb=o zyH-K^1U%V_HMtX1M&7&}o)4L=vM->HPgl@6_dZ4y?tWo10Cm zVR$;_HDlFb=7!Xg&$_$iG?_^Hr}VuM8?xT>F*D+L);>$m;Zvyu44ej^oFba!C4GbYaVZ{P21KUv@ZtDQvze$QxI)`aSt*w(;HD`$!_#rGk9$Kk;{XM+XcO~~)j`4SM9Q+YZ*`=`%R_UG7$*1>|nYHhC!!zF_vQw-y z7X2Y-RH5?`bh{2uW;!M{N-kkR_Tp9M`2*y?4$jJo|4(F(X09w#)h;~~D`9poQJ6dD z2l?y+nDsEb1%u4TjbWDRq9Y)l3L^vAag0bwg{8A(=#rvzhWs!ID{9dES`jrMnM;$YSyaBA9fU8~Ul4tGXSd$)v$!^e zmA--9La%nRZEaCLf*KYIZtsc3%?UDM-n9cH9o z>}J?KO2%1GKS*@G%=h=fB+ors7%AVCFY#`kH7pRTC*fAAQ00!%Z8G!6&MQhro=%s* z{GWL0b*#;E*uC^S-~TVd^ejJzvU{Op7h%l|emD-tp7MVUdGaFvx5l)OdFCfx*g@8% z^gUH{Hl}AebH)wu-A~-CpvC)i`GB5J`Zv}m=iqPlq|_k)SpTZX8b3jMj+peK<+9H<773yUIA!``_d9 z-(un#?>#`r$uOvkeFw0toviwk^M1pVm6)6RU#S{<0yZoa@r``;Yk{s!;JFqmN8|Fr zEc_d$WwGD`-snfe&1@dQ-pAn@9WIhnE+M0(Wxgr;)?uo5Baz8RwMK3WO-;M_IEPQA>^k6 z-VXnFS#Ud)2=d*m5jR{NT)~{Bu8xvu->0V^W*)4_?ic{ZQ|pjFA_}8@bnX6rZ0i zg3qF3O%eFMW2R!!9cH~EVsH{IZ!(jeVNM!`xkusJEWBIDie#LX&UstL-A=c$*!2|D zKQu-)a%PC+5BOq+^M)Cr878lghdy#{V_aSAv%>uMF?Rlj1L>jt3O&!}p*%Zy9z(CE z#YybD8Lp|K&_F)wLg!ST_!So0#nEur30Wbqmh|j*J%mO7_&0(_|28A9`Re~~qn;c*xazFENjp5~pdxV@O~(y=;yWS2wbMAAx=b3c63pZFSn zxd>lpn)hD9k=&&(N=oL09_+Z)=dD?_2IK0A@_$A1V=~)HN9L+A{Qy%BJWo0r7Q}T+ zEX+6i_CA~F-8N)*p!*0+$#dD8aWLIF_Od;@9T(zXaSZ8C`_eFZ5+chToi1bb9DAGm zJOx8vqeW>WrK?&hny%-&&XAphZLjd$#b$`Bu_gEB|6#$OxPO$h?srY{hS{Y!&sQq& z(`Ndl2UqIZE#S#x`8YfDKjZId;%5ae9D(D-vEUf9ODcYUF3*22cCHttO^urU-=pN| zCjNSbRjK*Z-URD z_Of$drQbQm%{}(bG|fuuCm{L0G5U&thUSuI9n}`|KBM*Z&>Zb`a~Sl%lCcoVe%)ED z`V|t{eOz6pNX6MfqNg&ikHywUu=^u&H$r>?4C?SgR{N$i%LJ&uMvv@;%W8%__)%9} zwkB~p|F`42>t()k__-_lyW>-TpN!+zo1p$Eru~G&J7AWlc<-?#_iOVk=xJUm0sETd z{|T?`!ddIMti?KAMtw<)l*RovMn8@{xoc4erx)|`Iu?H~Zr=7;cB|He_!PE(VXW^& z`Qs$k5^t?>dLG+yS8p(uy~Eb5J^R`i#c|^&Biv?2ea#39V3IXDYk1@k98K@3v-x5s zul^6-=_oQ^{NG6P+5RpKiSz=m!`4^4^E?e+#>>7mKFaUZ9Qd6!2lCn|Xy;o=T_ca? zkL-qjz;$%Gd3Bdz(w!xpCs!Nw0AqB3>4UuW0i9FnC^K>^v3((Y2Z^kebSx(}O5@aE zx~(mU-EjB^Sv;Lq7P|t-+P6Ng9xsJ?5!^eLz0+O6^mR-sAJ-8hExjISl++Y0hpSmF zo9mA3!|3O{y12g{)*nIlJ#2bT1f?G4P^c9un7>ELLr)qp_v+GTD)%$S8!uI-S7JcA z#b;01M(90E+wSx~i@fGob_MD4F+Z_C9v&Bvn4=GnC;l<|Uo2?mli+{3IU*gC7UM!8 z(o^5zQ%LS7@9ksbBba>@-~2*aA%9J0&06g2NcQ`@o>{Lc`xbd8y?55IyanC=5umP33W_PuW8LFSL# z$H+d2)VNzA?#swv$+=gN+>0f5V$=mZa(w}h-hs9%BE1>w!n87-_89#$Z0XNO<7uBdFsV+s zMs(aGZ~tFMl5`Clg6Azo!e-~E4{}{v&Lbn$JMMJkD?Uxt@rT9fDX_@C@G8b1Dh6t> zFzbickY7^VoFtO!%e0&P>m!2F17R-PuJ%{Dy_dzKALW=8e7ln!Cm8=UI5%?CU~#tA z=jrY661z^}yFBN5#oY21-1BW^AML(l*;Op>%##b`v%ap48~D7pe0?Fm?cs^6hMri! z!s_(x1)GuLuK`~y$Mh>?ibXU%kH&Apy^f>vEP5{KH_4u@@bxBIrat1gEbK`C!&&_o z{#Wz&diqTB_Z+s=#`K-6E$*EO&hN%=scHSLqaVh=%lwsEZ*RgkcYE%^%k*_vfFr4H zvcl-U$%YGky25xpL|q3qZl>w)G$}>f6?EC=-9wFVE&Y4RU|aFO5&t~TD-B&aTn)!s zBC;lLlorYPM!X%PnqcIaFqq-JcSYxg&if0W4;6>$6VMuZo9Ok7S7Z1v-t*e#%Vl#GGEVN=_~T=(NL@3Ih)Jmk3S1{%m8!$jZRV)SQoMklk- zle};&TvNri5C5j>biUiHGV6^auN)SC#Lx9vbSrzd(Crlnp5?PMj5P#@21B!!jC}*G zv)lGzsC9M51bS|Qdv^Bqcg*ufZ-MpwdHHqG+fMZVOU^HJDF&5A@=?0+JdBxzy>}0t zw}`1Te6|r5{c*RsEIo;(>-eoNhTkhLKjovl*!eA8=Zb}AMCg2c`U6&v$O<>eHfx+Y z+fmI$&%N^b9HaMRNeO41EcU;Y`%-CgGv0T`s7Vm%DwZ!cFJ*T_YQuDc&3tq96Ey1S zoH6+HH+etHA}v`lgXcTT+Z77FJKO`!?~I)~uodWdk$ibI9nK>?_XV=j@_z;Pr8eSh zeE19#-=K3PlB?ic{5+CoL*%aXO3mKKD`0jghHRn7kvKbrjNyI?!8m+4nzjR+J68my zeroRecEh|GGTvqxudhhF0B&E>EnPk9(d`tUZ^fC%99ya&($aDJ74L78t$)Uw+}%5v z$I|QTA!vVuIkEYCnvI28*4yOi$wwq*Cs``RJv$e2F1-nY}$6IF9x8ONR zOr~Q}s&-#a*KOvPe9NqegT*lW9-5Yg!~rCIMPjQk`UjP+m17q7y8 zqFBye#_ZophofiU)RB+xckHFS-^y_{|YUM*nkmIzVRrNOy)***{$Toaor` zW}a+hI9Lv7e;iB|4?>x-=gGf7_Ulw3` zV@IUVZ38wR;k;*!@-hBTkWEUlDtC<^=B>L6Slf$7dtk>JcrvU>*+E$Ik2A{B z^i2GF&PctDlzIbG>Dt`Y%nKstAxNA`QtG;-r|CIlrQ%$6CS_egC06utz1&m0b}41SlAo*ks+<;`zcas{SdD{ijh ziw4G8D9_BNaaKLOTrd;0@yQgLz3-e_X6j`k`54zx`KH@THa^&#@*>IEjr$yCoyC*s zIUMY-!K#z_@I}n(<&1`Wb`LAA#g9i^`=mE_ebJT9Dz{-rx?jzt$B6}5>kWR}&l#`7 zC;c+}$yOUg&OQu%hF|82&sXqkG$d~mi&<|o3M13k`UQVwb$F_G9%Jm;wAky_D_*@U z%6rS~sWhBB%&7ujNnDf@t53o#b<@+m@G@RI%NT$A29fV8;oo<#eF#rGl8{>E<@vKW zCO^)K@mN{|qyH6UzhUic?`@YAqEpr`J}S?Zm3RIT)i**a_rFee{vMJh86$Pk1q=~|DJ z{pnv`tYoceBUftU$Vn&E8ywLJI%~1xARHSA=QT#VpJ)5aNm-|#XJE;2>CpW(Id{8; zYY6qx}{?bpjj;KGlAU9OQiqv&|5o=cP==IomC6w+J{i&*a zAD(3vsgHT-kDZ$LPl(s_@cD#YOGNEMM!uXk#u#A&JO4+6qvVgO&bpAE>GzSHhS>#m z02`+o>j3s8$_K(X9bP)XBKus2xGKxjnLo+-4e~A6bQ8o<9ilx?wUfotyFRON&x1hr z&s{Ccd~3G48V4UG{dCsf&fa#=*+GlDY0#KPy~J95QnC~1b==w?Bk~RE8Zx%?&}3SC zOuyTC`Bv;qg`4&M&K-jWGHPjD$vTSM|2s--Wj)-Hm;zRyL52`kKe<@?!S+ zrcdJEgcCU0dQ$$g?P z*B@<39ZC0f*fCf(N=LehGRw(q9&4P6V!aR4i?iwhF_-Gv)kW`xF#F#1%zltfU)oK^ zYetuOq@RehLs>P4M{jl3ktA1e?jN%9g=DYe^9HzhI$d`2LGDr{=a(e?3z7O8hGiv5 zeY`lDFHfaISdi~OzhTwa5UtLa-_dp&n-`GuoA1DP$o8vT6J)RWEU}e}&f{pAohn_~ zSDA0`$FaAKeRBwvs?LMxd=$;r@<-~BY{!N5BKUgaB`+M!BS*9M z0kR&Ekv&XVlA6T`AQ`C}6PW6xQ%ZwU9=u4GTg+|*fI2c3Ke8XzBKALC3oJ&U9v4mZc%_mY{{Z<1$uajA%#jOuExU=9;YStzdfD+Gh`c7e_n~of$EF{f6ZeIo z^CxC(@J@I0UAj%&y{RU>%-`>^rn-oz zPEuX3zcNay&@P7EKX95a8i&F1bUw^py>eKXE6Co)JAxKnz5ZQH_J@B{d~HILS#s+I zu30ML=&9Z*B?|H__*X3wUBAK8%!&-}8T}=NC18FCI%xibc@aO83|3-qaW`7Vx`+BeIg{ViEBk zjlN^icVgi(T=<1nxlgg)r~O3h<5+#1@t!pDO6=SqI@{y@N>MYDWp$zd5_!jxeT%r- z>D%3Bv>8c{^Zfh<Y8HQVfoo6W?Ze40A-9;{pT_>jAb6EIst)8P%iBLV z>SnJl!+|`tN^SWQpxvDAO=ZT%WyFzmt%WIhPB~TvT#p~Ap?9C3D)cy5?&{`~BW0x$ z?5rn>7n1M;UzFnG0mk`?6$ik!rZGC;xUnwI`U7M^nSTM@p>KIQ_buKKD!GN*JJ1xw7<@I+r7I|%w8fo4x~YPV3&gL!E#$^ zeS1k_{o1a`m6=Zm0|XQxj<^*jHc#BViem#2tVvFcS) z2Jv_ox=d&FRGF^5n7a~cv+2;0H5EvE-?_QMZ%%{GyjowTSS32yU2K@>G}nJO>?D?PC&ola7EX4#Y9AFzP^DrMOk?R3%xR?JKyE zr#83nd)BkJr^{V1pKo5SE3(^qm9^5r{7-T=(Qz%*z-1|#*_XY z?K{xoLvdZit6Yz*W9e4svD`DKuJ$jq3%{;&{k4>?)y3U;#<)jLsOaZ1 z5%L?Wj&np6v(-G;l09gb-F4f^*o#4_6WE;Q_tK>oP1lQ#-4Gwj7lr9@0M}Isyy5pwT>lhS)#ZZqY&qK4Q|WebK{h#q=Sv$qYdr5|Zz=P|^>nNue`lBU zbVvTeTNjh@1=co_*M`Bh2&A(PY(1+k5xGxcNEv7R4eh%8w+_Dfja;dNUwfW``XkNmSYgw3T z#b-M{nI-jQEAi_o&{>T|i*V{9n)G$;GuMdU(eXG@aE^KN7Fpp)e6L5^M&n${8@=IG z$g8Dhk#wzRt8ytmmhJ(Z^$ zdoPVY6kmVy_f(jdq?K6luTfkPM8UqW6Lyq%2cS>gG*R~6WjdsgR>{YHV^OYm|6%$|m2BUTNA)C0J2 zC7+xoBcJ5ByJ7K~*vNXAJNfl4oNVX3TO4sXz3--FE1$n-D$(&cm-Q+8NLu2^ zHjdm^@EvKM_h*Wr^lI2joAg^s^@)?@_ioTV9wzB?w-4*Gj^%KiC@%J|#uv6k0D9OK)LGEtY&E25QJet;KC(^<002m)jjN3NurU zeL8thk^TZ(uV8Ci$2|gzHF8QBc`y4j%89h^eRe8FX2;7YOp1p6Aap7(E@4qQ($c9e zD;KisCVOA5kJG!PG)$QS2nQdTzpUMkAHdQf3!|T+=Z?c%JRms&iEcizwzZd z|96K-30}V5jQ1>Uiy9@Bbc@6PJ51{*PrOLZ2asI`!C{#Hts^cZ@p#tn#m?+?Z$ajH z`0zhoZ^gdV5L|A&8%6di+36VwrrzKvo_-CAS%;Oo=h<65T0XhMoc6r)EA!S0nB^ID zMGR<%f2WaA+Uq7poei~Wc<>W>ZK2hbzH{JlCI6+?>WN|}Pgl~bCw(ZZI_E_(+exme zC-VNHoRgV7DJIF+w2bL55QmBH3XU$he&T8ws zG389WYz>7Ud2tNSZRNi_7hMR04e)9}UaCs&!tX;wXCvcepGP;xHxQF;@v0X*E+u0W zE3*RnR+;}Kj9U-w-08~7^J4O5uC%U)&TVo>WhkT`Or8~9%K8B``(2YnvA2778^71~N$MPZW5je8Z3}@s19_|9$lINLGD+)1$xCcaec#_jLHZe< z&3|2F@6lwvO3FrAd@YMAVq4bVkEX*Ntgg=oZ}Q7^1)1ScOxq&MbRz!=NG0Y^cieUO zJPYeni+Hift-|_?NI8YX6L@pE=(xa`jWP3f^2&(M14U}?`M!yFpTI4ZShtw<^4&js zXa>x{{qDvmxz3wyE;~xrNfoWLNqN`YG7m=& z6zgB`$=!0$c=~jJ|9s5|-F8fj^Y8WP^TFzTo(FgxK zV0)h1webExmR=<$kD*g@NN@F1-Y0vUpA{+xIO2NPq$nMcFRWjpfC2c66HtZ{1@i6bWVB);tjBG4IMrbPeUMZF@z`Z z-$?H~gF9pCx>RJmE-KDt*Eloasp6s%{W6mr!K=4I@I^5^O$Ht%mhQsabUi5ToJRC& z;^?dJpc9|pOvZ3}ogg~%l&rEmlzK)t(&S2!n>&x^c>OF^>~Yq;JX(skmK9tx74!Zt zGWY2)Eg_y~ncXhpqhavPn%#8tx=j{5SWek&#Hn!Y>ebWyG?I+$j{J~}3-O@@q;gGh zwrE}myFZ;#%lv#R#&w|Q*-%U0#q7EGljiARI1E32Bl7?rx(D)IMC(-~XT{emJn|jP z4mN&uJ}l3>>4aB`4ezjSE8jdJJHJSmhS>Em9Is?eCzu{f`;+-6Pam&=^M&}6^+s>A ztGw%g!N&R5k@w)=`(!RQcDjJ|#hg@hKAp}d()nmH_l%h6DH^(ymu^v48*R48ewtUV z!t07y_5dw=(fSmzP@W$aij5z|a3kL_%ZUHp?4HT)9oV;;%!&Lmi3Yj${z=3=Rp9T- z#KH)X(T2A7K`VWTvL9?BD^qi+npZ^~*#SZw{kW!>f#$Zzm6X zuM3~1j%Vu0UJdVMj=0I#St*xmq_MJGR;1o0=F|V-DRRfKIM4Zt(RdtB9qC%>6?QF< z1F~$}X97aLlvH9mdK% zpdzG9CBF^5S`}oetSjpWv*TfXu^A?_Q(xJk84l&!)k}1%&7wcV%r-|Zg6V&}-wd0E z^H!>1Uk2k(M8;x%JRjdvv#SbxchIjquN8-9ok6}XH#X; z^qa|@@l-2%0K0ZLEA`U4%PrGklIoXp%rhU#>eaC90Pjo}DRqo|2Of`x?_*eBkrhk4 zJB_S!L}~Ws|0`QwjyA91wE_t_D!_!W{iRKdV#bLNa;zdbMQA$N{*K|(w9E_fSa&r6bpvS@Xz_X zBE6@`DF3kLM0u(!&HFhwRUC4E^a}p^i$-_){UIH*J8B~4RU|n(PxoPEo};IK-!(X1 z&)?}A5ntuoPaT~258s~`JKJz3J=>RJQTi;WYt%lBuZe@7VbM;})lBSXO?p=I)udNe zxuj0eT%T_jKj}aI2}_C^Zy?KZzwI(vay3n}TDTAGvflG%|2Okq1zF-==v^#6t~2)e zJhc>ivWwsmua;k9=_bb z-iui=%B)bEwD%n?;XHX2f}zim>y1kN%;Tl+{pInd)uA*gE zygyFN{%3Yf)#?Z7l5dhD*q`q>SMh7Ut36qOLslFOGd;3%84C`+;M}iqAVl zO8Wej5}$v-uP`}BW5A=dZOVuL(e4-gOh=yv&?_p&Qh|LekIsQ&YEmCU+e6`Tr%~T0 zJ-f3`gF;KTEpWBc48|*rdo{*4@H#zu=gASZc(Dq-P9Sr;=zK*acf-UtXm_A<=D{;7 zAF|`7H=ke4&qZ*gymuz?-kJQ+j8)zFeub=ljx%njOL>{@GnO79TON-uSu1iPIjL%R zFDvuxFr7eBC*fK_SdzLx<1;K+PP;dG z<{^HVM#Jo|xspFpZQ~^W|Lfc0a~M`utPbakHS8QD)7=W+o^noh8&8AZ8!|$w)ch_t z^`Kko2=y+Qxpwi&o94nD>`n!Ytb}N8_UJ7S?1V>pN!-Gx`L_5P>r>aI6&pJ{sywD- z1yJ^GY%$st^WX7u^$#Th|-;&15*!&bZd-&-& zXKpqBtzh*MRuwg0HiXmR=DY)8_LosR%g+NvKp%3BH>=e&f9$4XDIVD5+OaCB2ePIQ zPmPvcg6IaA{^y8SX_u!GWo6#fU`n;&vgYOVxA>J8^6l{(#|-D0W1asL>?;^EnKj?^ zZW0X-!DtwM9fM!FA6r3&IuCbJuRE1gFU6tbj8Ru6Erk8K%aRqZ14%rdR=<*-3cvmM z@fJSLbN2_?nH}x>FfVs^Cc^I)h8+Wr*ga&nCAhJGMI&JHy;w}OoUFVV@81B&d=1A9BwZ}yT}A30GTIxo?}4igoq3JO zX-fNW@|uEdwi$Pe$Vd0Gt*;oXAREoY!Sstt$JCNO`_d8FRgfHdD8JMbUj9Z2V@tUkfJUpR6uEUqzcl@>9}WP((I zP7TTK*wjNtybBU1%haj+`M1x~e`g{5KXz@^N|tCN$DGTy%h^%9fKA_G*mEQf7s(~X zKs965gXu_iwl~fUqvVeII>$YOE$P7B*VTERFx|r5tyq}ege&2*jkb+obsHuegM~jh zW)XZQU|XsibTLz{AiWPSr3c|;uZMdl{i^S$&kJ~xj@^@4UK&sT$Fkf5s|%}p`SBbc z&&sh~Fgb+}4#&N7`90t7pA^RpjL`#+=D{KB43^7GPvgVkMr-2=V?W;P?(k+6ORf`BAG{EzkDy;Ao_W~u zkFn)I-wI~o_|fLMtb#9(ZJppcjMX2Je>f~!V%HtsIfvy>K<@$;t~SDvWVIsoA`yK& zYfho<>AY~c@qS=&Rd(-hoLsr3uS-`^nJOKr-BeAETO+>f`s)aojPU=fFnG@IMeO~C zKI0(s4h<{fQSKZhm#x6HRZwmV#h)CBa9oAvR!Fw2(1Zhy#b6Fq+ve1Biz*fI1tgzb|Z zo%_*Qq4o)^S7KsT{|}Qn9^%!%*wqcT8M_BewwdR?heW;)XTG??`C03g+67P3rwl7w z;?)N4euD*H!Y}<)HW{HctMA0M!$?1gj2B33L(l!8mP(na+rLgs6W_|i}^5DBa`WHoma!i&3>}s z{9lwV=h40{D;pd0D%PjcW_!`pmo}qZJ*9JRSxBy@SynlvUuF9Er88GKI=t?fihOe( zWD`FFmS%KA5VJl%4#0}m6yx1W)}?m@Yw>dDjEAWBbOj6fjqK9CUkvd7BqQ|V-^n5~H7{$Kg$|P+QWYy*-+so4iK0B; zC_3;!8Ar{-m|L7#6{jwDUSHAM%;(|#YyRcCNh*is+skONlkbE7S3jt&csqrz*RrAt zKj(YN6ZkTO7T5Fj7R=ApN$#i@gLnnG1{yY_g}6;Ha#P5pQ~&x3ooc6qWO>*c;(R@(i?b3ZsH zJIhXyOA5;X&&mI7WYNLw&-3>hbXiD)ti4WO=kbo6PTRZbaSja1LTi_~aVjad8mF^t z{55{J@Vb|AveIxXE66e#c1nGuR97qP-(_;@i)2k< zefC6d6tB4pd$t+lYcob_A`dd&D%NLDX1*=0lvhsYxtkrc!!=NUTD2lAoitX9)&X+U zGx*q0ylyexbTUq5**~z(u9#n}yFSAYK`kS!+8_R>(e%s@U9` zuX1m5BD8-sZWlIH<^K)NSdK5RuzZg!@C43hg?Mq%G|DXgIL%YfHS0vq^x0DS_Y`?E zVcZBGH)7&}c)be(r$9744PU|c#t?1hvu+|JU6_`#_7AaBm{#lMkcA|6kk#toXjXK7 zCQ1gw_d7FRy2gJFmFM{;)oUB^Z*hqB^j`LUf5xxxIA$i6)Tc{2=}d<7IQmV8?fOt209+g4c2nHA&yk(swuv4SWtaV7H;EUwi1>wkIvK`4 zW5Q-R;YsssdE6++Yrnw!dY=4^x6X6*e+JK_o|V9H(!53=VfNc zA8@UX_m}b3P;!dFd^1fa!Fo9vP3Tmd-akNfoecVx5mUYXVl#9)KAh&K1jgNr30Y^? zRFt<6mDydgmQ7Xpb|4$Z73e;k{gcV455X~fa-9)wH79K<_(n7sUysAz$9ZHvUNq&Q zAI%)|*!d4m_G4peieD}AhWnR_EqQiSpKseiV-_uU%c*yy{mTm_YR*7 zhj&-UT?~~9EJ^mwGs;vByG@KtGv23i)l8mFZYUx**Oq0np8silndU0167EfdMG;sW zDwgiX+3Q6^>MS2^q z&Kg9E4=^ZQ zSok!gzai~5`FoH!&oj+m994qH@-3mSocljm*Mefk8Hq!SP60<9LDvTz&66x&7V)R`= zpJ?9~5>NAORY!dyQ>SzKT<0#s;mr`QO-9yvWWVwd87TF3YQg9%?9H9TT6o?V172a* z#r%W@?wd25Z79oZk^?sn(qJ6&p&zQVrT;Vo~Z z@*?vKQS$|_42Q%6a%0N^KIR(yN?bY(!xo6x)Mv@cv#d#anXUck^10Enj_z+UP*w~* zNr(67T84ky@l{Rly-LO>@?l%vd4vwB@tAqy|DO5}cHRtQ9)dloP8 z%3`%QY+JHBU1_t6`euAvgptp)G~XmobL8b-rAo;jo~uW%kNJIooSeCLqj+2cp;Y>R z&j=mm;{kkq2j=x>$@g^mN=`dO=Bf#uBF^Y8Z={B3_G0gZSH5Gfgildew=&i;qrOSw z^cOtb_*oH}p1avsxs_K+lAOJKBiQzYypeuhb@+cUy|cIcN9W#w#l`9SH6CRpdcK>U z0-^osda=>Vh~3Ar;tHcKheUlcdh>a@uYsGidsh@c-&u|}wT~A)CxVZ7WSBfLRJ0#xUPvdX`$Sy4Jddn7&U}Nd zOF}iuT~J{@8b2FbiItOkhQi2oDoE+ut;*OY_(T*2QLVsZ9T=Sll$2)#su4p`Zi@0ap@X1AdQ zbK)mrY!Sa-#r~J%p{4NJ>il&g;{@lYCs|Jsf0!`_uw_m`+|9wh4}A8Tu@7@>WAogB z#@p;FA$Nc3(Q^)aj>gf?V41rCo8k1mPlg${IS*Y3r)#h$SF+cLrv5Y?;=I~2!<*Rf zyz##__YTLmTU-?k7YALuGn(YpSoRMaibFUn1DZi;6OO;gH$S`jNwt+!Kk3KjV_~r# zpVIL@*|>`2S7MGJZs{A zx;dnObVYN~Xr9UQ$wQ4>#!(j-{TV!O?Dc+*d%;}S1zrvP+w1-8?=FQcy=ibC-?t%k zgNSP)=d{GJ%(ck{dvQ5ESQh+$pJr#+81u^WbbCSm>+SUoGS9zkZY!ole&Sx3p3aoR2G6=aHR4#f_J`PE|?DPPv=#Y`4#| zKQ0xUUX?%YbWXY^3>Rew`71L=DyjTs+}R}M&UzEE-i`c|%ASXle+pKu!KjPyqp&mnGf@sccA&hgn(pC_l;9rB;|i^>Z_3s9T_<9EIK6kY@I`AEM@ z@nmrlnmhUynK^Y8AEnbz{BMDaQDWru)l26XFgeityprBoF*01legm_{xY-D% z<@i6>s(GSw7^~{BJe?1}V$Bwj`M1cqT(mB9))VmS=$-RvI+JHI52nBDwZ^T?->LhM zJ`LH)wTYdn!rBCb2J-w3IJ2KwX$n@fkyrPL&$DIJnz()&oCe5m+gS3T_$}?-4lK&u zqWf_2R=K*Iv2KTDDz9Eo-*hGW9fz{^=LWi#B>7hPrVjfnk)A7$U5-z8(K(RJQ~2yT ztD!WBsf2h9D+|d7*+ZE-WlQOl@1d13@NW#s3jKpIc$*w_3vWItzSoQAU->V0 zH}B-b)O^oA!>lJ92$vJ(jntky!SVO=W+@StT3TOwmCF2g;$Z5d-%-HqlZ;b{H|p{3 zdT4ZZeKr~<^ZosivmU0=T<a()4S2|^Uh#|f3;1RL&i+L}#?#_{q|D@q3 zM%oLj#h8_D)g_@(!c|Oi+v{xnoTrz#t}Ei5j&yti!n_T)bt~|plO-S5?=c^%; z??k!FlD^YfB~aBUWqrSY9=~3f5u181`*X7PX*1ts*VTCbJdU16lQ&$H_mw#{ZEC&e3oQ?bT?`Fuu43d|fz39;b2Ls(-C^FDh^^V-u+2M@XmFovnu_d)H2aC~k4mi&>Ou7AT?r-c$em}&R_ws#Kj}7#1 zE)Nyr>F{>@=4RH9B9)zQzdK5J08a+=G z*YIyS*`%LX%YD6NVsN@y;$tKB;=!Mdk$&Z?Av9ggr2l-@&9{(;?xOWaVyhQTk1_HY zGE};Xr=!~2Wd1Fe?!=1)^nVU__jAk=o=z8m)C1qcyOkWfn2hsenOXAR7JN)s!Q)8% z8vA!UGxc4%@m^_qPZmK3;_oi92FNCL3%-kF=h{*^q9R^R#=s%)$i3S}bm<|kE`k1e zM%yDIn#xkCTRPXjP4Zm@BizRi2g%@1^V#|G@^iGvPU3&rHvxM4oSjNpc@8tn=pi22)*cj3Y|c$CD{ zuh=@!dFgGj16JvMmp(8x zO<9qSNE2kZTY2(Vp1*;dRH^MG)<1^ua(KUm6}cbq2p&}Bq3C?4w8e2d5%=T~`vNL}+%^ zRP)IXqW&_hYCyA3@T-%t?&re=d_CDwzr%9?biXlweuo_|^H7(9S>$JU=6r_wxYGzY-8p%JFjWdt-Hq4iE< zkAwdIaALIRD~cZ<@Yp#p&b{OH@>3yEF+v{8E{Xs6IN!~VV*mfJCS9}UlKMMFcA@h) z=Rd>e$?#eET#3{lyzay6-Dp(_O2@HugZchMnJIm(^IWq(zMLR79(UwfBKQ%SjDkQ` z0vT7t4iXajHE}_lAEfTuT3? zn|xM@U$QzT^*mp6Ub^_)OygfLpn?o?DBn!>cb<40!G`p2%Jo&&x{u_+)dkt*dGfQP zpb{?cz}vE{*~6-IAN&#~l_8V9Gb;+_h|6j9JN~8P?bSS=-n`YsQ)#%&hfH>D?g#Zw z{8s{o6KHb_{RSC#4F9&5C$g%nuru4z?tlJ1nHSE6=~Ou<>$2aHjqjvkx@?Za(Bk}9 z9uGf(>(8QljO=+o$!(zXGA!26x4e0D9uMCsi?yZ4vHb8T6kZ@TJGMIc|D}SNwG3u1 za>Px}%*ue5p>PrH$IvwW{8Gy+{VTHXZ9L|DW?t!rYyX*z{t?-uab+J2R`AthyqF3^ zUqdbTS=vJ^tKZ)>6K(M-YgAGveL8HH;eM(<*OKE8WZC^j*$Rh~NdFfaH{o?UaPPv% zmw9m;uD)v27v+;JJhlX9er0DW>Mh3L*7$b|U9zL_FE(w(jDvY+kC}6E*MhWq&bRJnB?HZCVOwfYCUQp=jN6=tl<9GPB}sjs&aqp~kB>+ruW zm=&tPytlJbhkY2`_R;wi7^Tj0>RP3SZoPu15|d5*XYQ?8=R2(RB{-G}VH+c_6Qq?&nfD^^c|$S(3% zIQBSPc%S@P_x}b?y`O;nz*P^qo<6vmxDx^F;Sg$d|^9DmdKFyH$;H3&aK)^$EGX zEgxh*K>Ch1#=c%OUWSivn~(d;2Um);*Wq*}{-G9F_Nl9Zl90{%yYZNRjLdT^ zpKWA8L*uoE!)|z|$KA886+bh^tD-miD<;a%9~ti;=yw*YSOO!bvc z{9c9UvXUWH98$6OX$aQGLON;CHx1BSy z!{kEf?+3RRX`T9*xx@Al&Mc$FR{AW#x;!Dss-CP2`qwq&FDz*Y<6ZJ*u7cVbc^zc4 z>+&r)#HMi&E5VwU1)h0a_Dd&~&Mf+h9l7$l!g<*XnLX#JYnz=s?~3B8;$SIO_F&mK zIktu)_=y`kEIfh_pLo_m)0QSM5vvUJKLh zGFLga%;l-gbYJCnY7<`SiY3g-U7MlUy~y!H3Nmo|RWyLwwd4+iWp*+hCJRjvF{uf2 zF1xDna;iH|lh5-6c|WfYgXs(Oyoh)98KoC?^zvRsQFfP^=mK0y<;k(EDJdVmiJ@PL zmlxrF8P9xytLxcS6>1yVHPK&rM$`xbH|DXS$KzvjS+kOno?^?pa%z21{GzT*QX`SzXS%`9^<%=vjn; zjo7lzIhEzYV_=n9t3{!f>$+pbZ1!;efRpv{CcD7%U4Eg6YQqCv`CtHBFQ;!uc%+Wn zZRUgY;LCcS?7iJYP6avjcXqA7sGp4SK5t|XUVVIioF$t@;c7=b$G62u{EeJ>;^+;Z z{6=1CN{n{(@ChUuv85B~y`B4&>&8FnlZtwMFyVB*o$ZXH@S?gIw;?%i@p7s+tl)>m zy#J}I{o9QHF$VW27_EUA+lOOYWQnZDJ_}1yqapW_vQqP|g3R`_Irmdhe|A9zzZ_eq zvac_1yvM$;jhZW-PoO&9@vn-ok43~o@<=*a?&9%uQ1}vG8bT&li$9TnFTYpubFA2Y z#Bp6k-615tv=-h8=Bc{iQ)}HcB z_LaQPU)$-~$-fWyr!+}jVAn;qIffQleewp2hSN9qA|B(Nu{5b6wz8V@6nM|Yq@m>h zi8I+VbvfRqI`}k4r+0QadQWA|b0XydUj7Rk+na&9iR4Sk`F||k3Aj$x_XqG)ie@yB zqB52YB{WE+M3F)&MA9H4B@I#tp-|>D2$fPq1BFP^EJPwHN=XAnrI4Qg=X-zu=RWt| z_dV}Ed$09f-?jF6&)Ive>v7{ZQD6<$CLh#yP~FRN&yyy*ZNCz=p4E0Ii?wF)a4>mS z-+@JK<1916c79qD6OzC4K&VIFcG^A&^E%Fb9FJybSqbWE#flewz7HlPD^4L1<|qHx z@VP={oUZ+)BEu{6&76`PQ(I`9Y9QZ;12tSLpUYy&!<=u?4~P6$9#m?v%VBJh=S|7JF~L>pC;EO+yW)K5aYtLS z#2-hxxmJ1yVtFFpJ-c^I0!@uDJ26 zaZAGWON_sU+%-g-;Jw$U+l{$_p7$AT4C(%4*W-+k463(k^AAbhf$=Tk$#ra9o2`bDFfnUIUt_(majYhZe${_gdR5Wpb5gW%?%iIO<$pio zLcR-UMMQQFzKj2BShOiQAHnftF|EN5f576)uy{H){R78hj(^Qk{b(@O&re1wj-%DY zk~MlgQ`>yc&y`07s9$8%r)XIc{|{uLR6pD1+M*_j2bpE_z3vjM`Wq^@l5sl=Zq$0E zdF*|fea@~$Fscl{--pk@_5@~?rt_)hk_Slm9^AGXvm{1sq5n%p&EATC#gmiS{Z+n}eJ)F2eTDhp zA#Hz$*Ks79j%VZipD3!FU2t{t3Y@Rp`yIH4~<@-;RAZfGpheYrv|WE zq^H^Jljoyl*tIf5@*LzG5#$)MKM%`Ubjvg3!}Rf$8Df<_eQ3kj&r4yj3d_@WinoEHdbVO($DMsC>6`jFkYS*UnN2(t8*%rkEhf5qEJ2dzSQ4R zBsh}I2EpqnbJPW5PifZ5T8HdBK2tQxO1$HYbvB<^%qPEwerI+|#rj3;llwR|cvKaA z+^F|Up;Q$MvO_3)FWZWQ$uOK852>WShCa>B41IC$MC|Gdt<_|FjMY2B^F8NX4D+Fm zUrde(v=~Rf)sV{5=*vje5ytHxm^#KKS$nD$gY}o{DxE~2oyJLqqESA*M7%HOj68uZ z#&e4E-a}xS+2d<+tc3Xw?D~MeiJZT~_z>Qk%ockKte(oj!$ivQdK?JzxAah&9Jyz? zk14#{dsFKZF-3^r_(J@uAXP%@;vJXqhzhn6ys0hEvbVrfQ?e| zWEIBMg4qUooMnXXjM@?ps*488jImv;Ys^YV74Z2SKHY_W$t_yL9J&h6Ch(O>B%Osv zqu}}}<|T{ucyj%OeLYyNIYdet=T5q2jmH3U+zF%`<(ld_9C?)V3-SATkzp1zk|}X4 z-7~YF&MH?!wH;kIuz2=HRTk@aiRIt2+GZ>{52NeTzmdM%8gH;jkvpNcK%z9w8u`D} z*r^nMfY+9W*0I(1ZS6aXHWT zkHp#0+KiytBAT=kpO?Y04>`Yr$;a$j4392@Qz2Ipml$;@R(8^RD_Bk-!2~l;o>iWN zSKq>9yeNDzDSzfyxs%sTG{)UY_SH)-um)jhAEt`%D2yEH@89&!wbTmd+y?cJU56aWN;AFQYSc^Ucsu_+7;BSFA@|Hj8L2mI z-X;G!@;^r3?5a%GpzpAE6!yG_naTP8rT^!_>Lk1<#D>M_Hj{?cajJvgRIynH;Ys+M zE2j6bX&TGUGgFp@)<3-QG593=$9GtlC$IZKC0=+jJAZEm+RGBTZ=R@86&gjg&$G2u zyxy1QsX>-J!>OWl6-<&_rX`zw!CD79UWlg2Q2hg>8qi}ow$6dVMqEz?ljH=-w~{aM zV4$(Hm!_yl@g1Lh8K1s^=VJW7iZ*lUHi6gwjcJ?lZ5azR#N`jzYI1?JFXK@&qbza$ zWHIO`z5EWP?34MPuch|RAx2DfnbdU6Gwegen!iQwPq86S(El*+jD%QG{GH4<8jviR zTAH}h9gHc1F+86A8|!B$z~LmjK%6g+OUZ+h-Et53e<@q#+uI6Uyxj=Du;^oExHm+W zu42(x|JU=u+vvB4hGWEo?60oPrrA+F$jn=qhmV8uX^zz)UFyx1z}~C`z0jv rFg zGheObj}6QfS<|_OzqK-F{Gp#>TAV?KtR-Jz#23hR46gUbv(zjdOqv_{OdTF}5B5LE zqka`1#>3}QS}t%s^%@3ThX0L-FSOcP!oRQ3H=lT04Y;%8PwzKQ&qd7}{ zB*Hw&?hBxvSs~YnsbuH<-8&W6pG(7p%nXj_XQ{vFY z@aYMM+(}8s-nnL$G7w0O)Kt6v0C&sMV~5t&NSZa>dG^uQ@lv!)eSuA^_PtM!BXw4) z&NY7WeC@`gA;&KFIg$GUpdtZbLE~V_1QaF)g0PctCKOh zmY7$a6<6V7a#=jgQr~I4P=wk=!&dxf2meV9>0fAmhTq1n+wZ~l##mSyhnhmKg3(g% zJbQ+_>vIl9-cE`E*L!N+1Js1`hpEeuyH&W+mcPD&!M{Me0J}(57pUM2Me(s{hpD@`1 zKINR!@Og}8 zuVUPlSagILpb@^^O0V1nohGK`+4jw5kn;Y=>PxOJcecKO?n&0aJ96&RPiT4!L+ zYI8=ctGl5Bsa?b?9>YXi~0P0tiDR5P1V8vFwYv)c|3i-DDty@ zPr=O7A=gR|*RbiItkhbIUF7e}j`8tX-kr#AT48TfpJ%7!?>Lt#gyU)dy)%9@+7{NX z1BLE*n>*E`VSKTEt~Fn^#;GyR{m5D0vfL21tB5Jdke}*6mm7OB4fpcMr`T%*oCg@U z32olgb|ao;rC##&*22O;#@ps~TU?(H;e7wi9rTjMIF`?Jf!?Q(8o{EeTa!CapNS@) z@yGeNFj}wQvRzfLX7Tw{CojSVpr1POF!N8-;wNdT!$`!SF%42;{#{W zeW~-ii6g{9zCB889Iek}yBN(Ti=n#~D6~u%* z(XK#(IV_rIFt=-Uttj&neeTrHC1Te)C_XKow8x^%g}1ZKZ+aif>OVN=DiLHc^k!nw zNv!)F%>JYAZTj8mlmBqJtTDe}sdx2q0Go_pyVQkD-PT(CsUZtKh$(mS_CW>Tgi@QN zg(C|@w_|B}hZd*7B-up!IQ}e_{7ILCXt@!B&q8n{zp7op+2_nSH{s#eJT(;-lf8Cd zh!ufxTQc_0?^)*iI>ydUr0n+Ch6C5ZGI_#hlR0Z0C*o#Hs2|1Zb#Nf-HO>`-%3x}B zRv65tsmFIW-BK&{RvP^-(q(PweqzyHF+6K$hZ#RPep{H&TCh#>WG0esf=kwee#L6X zh}RkI7LuhF@^;ug#REFQ=tn$wn1zzf;Yk|hSzZHZPuG5+_iq`gD;cw{?^Nf0M#`+k zX+xV+ozn@=w!`o--nEENrJ~0k(d|F7-y~wDrg!$_WbMYuP|j-gqiA#sZ(fKcA9*!J z+jm^IJPECxj@M?xYQ9xerO8sd))H5escoxI_h3j?y`_pyDx;Xi&Ks?`m9)iS`VpSFT z^?}BJS{)3p~Y4$RSl2bkT8b*q#{~Gag zyk6#S9Tv;A(rLW9Jc+up=^H$Iu~wrXk$hM^Vb{vo2l3=&XiO%a`K+6DDYxTSa}phB zrpoiD9_-kXr6-9ucd-5+&OH$)#$nL{9LuwV?{D_!?+2Y0X3rto zuA}Lt*ffa@o%sKmWS-!PdMa;9z3)DBI*}(2gVtoaOks;d$W|X8e;|Ez5S^E50+;pailJ;>*!cxvvucXLj5Cw?Nzz3q%Tdgy4Zd33rQ zXR~jxxw&^Ot$x&ND$;&Tnwi?{iwn8i`%yu}x&dcP7NB&4zn9~{Nj#&7&y$(Fjy`4c~7fQ!>4$-dR7s_7=>ONq;RazvZ_g*)JAB z@`NB6Q9fhYVI;_1wx7w9ToTy>(^tDZ-_O;0_VZ>xO)ZfrD`v)MpR4IlBu~lMAOJ)^=mvQ;e29@wXc>6`InUAYJHjVN#?RkP$KJg=m^sag(|3OUEw2%+Ag_jdd6MEP3tLL8mM~8wA5H^h-wJ zKls@#PuD zmVW24>v}!6Aj?_$nPC=QOSh72-d?1dr)_ri974O>$yApX&x!h}1DJbyhm$uedma+4 zuAxz~)HW1Tr$D%^u~MNn-}%e3Ms`QNqwnVW*dca2!OF9IGL<&_`}`8G9x`7~$CzYI zzfF&+^sti${Ej`T$DB;DD`__mI(b%buFpHOQTCQ)y+^XyKFRi4;K`a_TTZeJNI z?+|zH{$DwRLg*Hq1RDJE9<~I-1>vf;j=M|YBQ&(gV-%qyt{UOtw zRj;PU!5CHyHmO|m66}im^nX?JdW+WsAe}WA&%$pysg5CYO*#w_N87U9Be=Og3HpkG zliA@W7R~yqmsUIVTMtTEmE0D(?-j5lnJtgi z+k=p<$@Zxud5saX`|)7k+ivDBz3FtLvtx;-?3OxFsVrZP-74yLDkh~)@B79}ZNdBT zx*=^Ev(qp=H^#aKa4PLx2UdEO*2%who|u0uX8f&}*D>o)HYrB-kIm=rU{VV{IZ=yh z;!N^~l@Rr7(Ka>cx@-3(d9EW}38>~S=LVL2+PF`V<~noJ7sk03mRY}lt`=pTbpT!S zY_|z7?1GQETHnkIUl$LKg-jPd(1|tb;Lja2d4+tbVDb$KvI}pTNS_Rw%kbq{Oc|v` zzKdQ8}P83cC*bwb=jaSBrb9GkK{gvZeO!hf0432eN+8>sUy2#a3o2RQ!=X%l1uG& zJv9)U9>uOa#cD;CkKtGvQ+ArsliM+oa3%c9JF^U1^oK|C-{l@sR$dO%^QUYXYnFpV zQ8G8+N68m5Rr_x2aWH1@HT!+eB5VBQN+kmxFePat>pB03Oo9--67<^M?bkc^b*bL?V`%WHU01(vtbw4b^4FtPDBl3b*(WFWth{?GYsL;L!y za}ev#arWdNlpA(%b3`@t@`4C^|xvA&A4;#TKRHsAb9)^;Q-hCfG|OOM6US zj=9(NC$GMSgv;?P>l;pRwR9=3@5eGzU@?X+XR=Ew${y*gvcBW&!L{?~eR#q5ix&Fa zA{xvy&NJ*)gv9^yO$kaM6-ta>4C4w)m(_ge`C#T7M#c{Pv-&oW;}&l*;jF@@m}|7d}lU^ zlXK{9*VWU+m%}k}I16Sk@Wp13{he0?b4t;9IXx3aesv`4tIov4x2U1l!`LUDT zJoO-E)A~=I`iglW8H}E%adH+c!@IjkvXU?VLDH-pPF(3k`e(G*!Y0Y$^#~6i44)nJ zyQ%=aYx&h9K1uf06!_kR+ zZY>$^Ch0W%J5_Wz6LQnx@H6%wBC3wjTk_ctqV-6=^Nt9Y6~UFrc#rpM^_%J-|3SG9 zSq@~$88kh}C%1@O`6irQ6fcQTAMk|BF#TwKCVSXo))+&RT%rAEj43p^nN$N=D%r;J zr0`5QUddPb&}*S{Z*uN)uA&amb5?pLM|$>qw5MGu5h>Z4O2b=crH?;n6gRv?ry?&-8i&e`5Z`2i~X^83Zw9fLp5(j%3(%i+pz zICY>gQ%yVT$quFe(>&{F-cTCu-@9_j?uh-!-hqt!Kz0NBWv}X+EY#CzpW$NeBK?JL zAHu7;SJ_is-}Phi*8D-zOUUq>x$H(#w86P*t~htny8;emZDewaq~dCOC_bs(Zy2%( z(;KkGD1MM#8p+mpFiT}U^T4XE-NoF6Lo;!vZFrX|!K)Y99M65U1M0`&GJh$DZuYPrmX~ zA$KYip2xB5Bx}UiI>RWnf}hvV9sIeObLQ&%BF7uC(A{|Vy`HOzvBS*%kBIz}F+Wc! zuE&kzp_J#e+11jR?+t}vXMHTtHfw5^!L};?<_XAb=%zAp_BsAUu1~~;YenpKdOXfK zFZfM;tq!g)-zH~YzF88wgYhQw^u4YCvNQ2^NF0rmsq@>6Wm8)=*NLgje2ueOW6ujd z`5Z-TK*kD{OCIY;OTjk*RFm6rIcT=OL)>f>wosCYyy3JV81y)ZP^JDh8 z6Sk@IkoBb_;C6#H*&SB6AR=srS|?mM7ju%iv%4tp6%_U(!F>I!FSzb5L6%LpJ^*(Q z6R}(4a_SnL$5Vbc^HqoW+j>u(w}&DA8+>jcZFc^YcVvRO<7ABP!rPNOVm?3lp1%3M zSDoMFF6+tqNfx^mEZEh2u@?_d!nWkT|3b9ruFp4dwJ81#*Wws{QP)TZLZPr8vtN5X zjklT~9yeAw=oN-?vbHs3=}$24Kf0zu#t(ce>z9&uwF?}&x4AUcWaZp}zeLMd@%2^S(;fd(2QceaA0*Q}@_l9oNe1@X1@n4wat+qw z`+9myKb_coB6RXxd$74^3M>7m_haDq1zT+qJO0(WuV{a|)>++iq^qHttalOKuO(qg z^1W-cEm2$%2_6Rfr$K{jBtyZx%^@{))UK*~%Yh=cl3kGHJ3xyb!OS=FF@V znofs_zHPk2ewz#8L-H4uHA^LP)sdpb4CgNvGn$biD1S|&t3|F~FeLd!&tDIIH{s*}qunJq);uy!oEd4(F2* zEBlACHuD!+_oeq@c)dlBEf_Xh>zZOjGAP`ECCReeOKeHrxn3A?n%3Xa@L#A@bl!cU z@FKh@D<-Dm;7R=LI@X?}_hx=}LgfeuY=B9=H5NAdDoj0?Z5EKJJ$cr_W4qCh$KTvx z{1D2c%<`$qzS0O^y5ilAZ?#-;Ec2=_KA+2ujUoRwjwJ?PhOrgkJs!)?AZu1hpGd1lp-R z`T@ zX?93XxPffH%QaN4wLa75uRLx!M2>gfsqno8TB$&j^+&T=G+J;|%TM61+^uZewSMaaL6@Pbd1 ztGKlHw_(hy;$vHKj)2lTP`<*vTtRfp9n{n~SWAvnD_HKjvO1af>amF4da%R{M_=U= zS&5OFOW9-fF^2q(#cf^doQ&mFeAeH1EBQleFWf?_X>i{_gWN06^N$DNogL1{L**-$ zNF+%X#sdZXUI5F@Ul+aUf@ zjg?;1(;l+r8Q2$I*YwkfC98?4$q}`iuBn}yy+KPbI(Z}(hyr8y-67bRy-a%?9}MfB zBzzU~{=v!J@ZJRLJQdte#D0sd^DQ))lvZQg*_eV+|au{qH}UPH^rK( z;4sce!_62=u>LWTauMw|>ES;XnU1B+VVu3FKjO+a7_*-d8#((U?>fSFs9xU`t(J== z$s_WQo;HzY2>;3*l+#%{mC-usXA7;HXgN;2dq@wruyK31b!U;1dR`5Mm+0{-pS>Cb z+VGuKaC%s5xr;xQfpk%4-A~^Jq+jny6C9ld_jl;Ngzc||%QkJUVDV%5Y6Y?JW;1q2 zv8T4)=FvTsj*`=Rx7I^kV}8KXs^j5u7&OJAWI>sYVJ)1SEP~@%`bubI|3&IV424tH z?O%_f+hN^=W%DE_mBSv=&(D676R|(3YSRB!-k4|P*(;r#zR8s~6z=o zWwhcoe_>))UyL$yq|(DV1#`$}PoSI~!te2}tkxfe-T$z0_N?`!!Q);vbnIC&eJi50=cTRq z+;6m=q=!b1CkH{Y6zAT~T=Db@daPli9!4LB$u+Pg`-;Y6NpDiTLYg~yPx5{}&O6&- zVZL1yXPe|&JB&n2S?N3aXP4sHSbhMRc9LQ+sZL_4HCkSYIr)~>!H5q*emzUh(e?&f+(`tP`#;awT#F-}%w&=OCYzLp50H zR2FVZlGLPs0_xSV|9V@<8R4$uDH zH+S?weN7OT&NhqA(Z}=ps$kp;$T)*+?-}hkocw_fee`yfPjUxxAKo<5_@D9Q?9dve z?LcS$fhTwK+GEAT&@pwcE9&b8 znr97MW3puL=Nj*FCnUQ`@8d=H`K+?2T_1;^HZP@W;K@9&1F6Q*y_``evq_8%yL{f7Eyj}P9Fin&OEEl-w%NDz5-)$i(MQ=K)wMVChG8Q6E7s_s$;#Z+0LWm;dsB1?Nj+L zPv-tMYh8f%b79k)uDwY0v@t(`Up1p-_0b}8+$OI#v(ivpZN)<8Ies%g8fUC+K6{W< z>!JTOe&-5cEq=EZle@FdNHfp_^qofE%}_eQ4AHLO8lWd1I+ewet-Ci#o8a4n;@JMU z{W%O;h+jvr!?z^6nFs#@|5P*D0JD}xKL)=`8SiNvOZAu+#P^EOPo{xn{z!KJ#NfXC zZoFR3!udKZQ%QW;0khF!WY(MhWuylnllb}}Z6EahbFs2Lzseo1WYl~}Psw3lNfgL8 z=9)gwx3zO=vx+2T*=7yd>-cm4PUJbje|$Z;<;T)Kcayfj`89Yx3X|LgC?j5^itfq$ zVK|N)uKxqz_8a8Bgz6H#|7nb43b>qa_$|#Pqj~=bSoMJ0>G)h75BktNS(}qFevLD` z8S872^kqH~f85t77n1E?vGrYCDZ=|cHRoLk|HgVrrRp6%nJ;nn3GU>LbmgM1&nUBV8_^i;~V|7EN+9Oov&z7KuB=bhQVexET8X6xjB>__ra>~}9a zAMH04G^fJ*DQv8SZ(m{FLv$O@BYW_atcfkf_rB0q@^@5+>6fHGPrT_Q?jAzsouO%~Wj-t&3V0gz9=-&7B7jQ{Vk@~z&LGs?qs ze-+P*!lquqoI1$=yGZ^usp{)BnT{`Tg`0e@f16FV6`(W^qGLskq0Uckyn~FnS)V7k zqFlxglMAXL%?F6bSJSaHUS%)n5PH2rnzwPfKE_-u^4<=M?B1I}{@i=M$oum}%1=I(mZfQnqj4_Mpd4%|!y)!$Zyh!YMi;pI< zrWV_0X7`u$S5*5wSd?9w$@O{yDRPa-#UNo)>(-7Of8y9!pFGXdRYl2?;$3kzNu}ZYv0=S)Q^h`6 z?Jx4TI8MKhX@y;f+=7R@*(_I5(=qWt<0f0hpL$y4O5kM{>F%6*EZmzcrOEm^9g+pF z7vxgk?sr(9LCPuYmn?-RiyX(e@<_$%;$&^aPP4J5i&2kvy*Jg7fqG4?r>#b;2&F0b zGv2j8>ae!cZ*sjH#8&&UUOn$V7ilVJQAS)o1{+g4%+tvR-(A}p`p>%6mPVgTgLko}Cw{#vLL|d#X^d#1-v(k~BcHdV z!IhZtG99x9BHyEO$0An|bA6iJFX!@;Jb&H8ZyK5VpM&W?ko^dr|ML9e{{951+qJlW z_1`zzDR}lIjlL-Ow*8$?mf-3D_N^pJG%@;bUX|cCGsJ*O@Lr|2yY&C29^PPu57{)? z)AD_4n&ZjqbrD8nolI{SWS?(x7Y`LXk{f<{LEJ0P8maAjh8UVU!gsOLWg<#FadQFR z$g1i)Y5Wh}mhpkNV4kWGWeet@54}3V`9;kZ4IQr~PV^vie6*1<-{;#|Cvy**48o)D z#iFIWZn@tL?0+x|?8C=D)pyn`T_$Q?iUFOlXP(G+l6fPwL$Y$DE2@8Tj|I}vCu zw!9+J?;+!fY;`4WtQC)v3GG_^>Br)!rn?3@6QDDahu4N&a%;Wm)j}<*^2iB%Klc_Z z`}vQ?sW-ey>^fD%`cEIv>mxZanme92QvsT#jQKf_dzWwj ztE@v#?ZE6zi!CRU`3`5)<(*~d{I8?eK`HxEQcvx@0z0kXdktXprn&hM{B8rwd%YS1 zg=A5G#W_ESbz^2A{68pADF_w!8bQ+%C>|J#h4oI3+uJLTFndv=rS_juMTMaI_n z)DvfZf?j>COS43t*=`p>*Z6dQ)~e|Ec}6%M+pqEwyG2tkF zm@IG?>3tw8l`?a_C0^De*_Fne&!Z}dqP=-veVC+LVF?nnaP&wL9?DDa;_sh8Gdl;D z>$NfeNS%;Du-nhE+&}3KuWb;`{m01|oIOY{U_>L*9;4mO#y`yOGUsKr$vUWIuS8XG zCbjP_r)MfouXd~&zv#?HkCH39CJ%+vX*j$Aht`Xh4aj#MZ?E9hbG{v)K+eKq{bKg$ zgI%Y?q?(?_h<$tXG|J312hWZ(_B@u#di%b#`AbZ_9n;Rh)hhnZcg|Oiz5?Z9IF^;s zwMlh(fp?vY8~t(cSN5DPI!%XgC6=gzC)u%57F#CsyT+{E9_Mdxes>K00Gr+-XZUtG z?Z)uref4q{u71NGx`kRMT-J*PgjQcdhngNnD8c>?F%T+ALy=+%qj=qzhnkHNX7;Q^t~S9`v$$p{%in znQxAORZr~erTrN31dDILzyd|#8*D{$`9whxwEb|CP zkCNa&XTRpWtcbdpWW#8iEI;Sa^nP+*Z?x=b zy^n_1vEh+;cs8xF!mBqKQh{JA<~DM6NvOQQ_hvY=pK)ix{v~Z{i#j8`FO89dNm>cM zr(#L&8zw8*1Xv~eb1PQvKzIo=Pys=`v@OW6P|jI|FClWS3lRpAWl(^t2O__p$s$ zmcPguy&;`^EtebdTXXs4qEiWMm`(n1^ejd8d+D9~Mn!!SJ(o@2b9Ht##7-1TlL;v+ zN~S<*2cL{QZJd+rS`GDatZR#8`n!_H{l_1&Cwi+MN;>Cl7~bi1X8rN}YJhe}^S&Lt z_)6CRkBbqBRwsDZ*j3eZ-aih;we(TNt5h94j8;>8mWtF_C6K!?$=Hybgtx)$HPYN9 zu4GnU0k>21`8!7Sg#D2$GF(5^>9PsG2a%yUe7m#sY;3|1otEPbhuXIuQ#!9o?z!5=A97eN!#T2 z8KlMOWLYU%4TpB}>Rre7se*9|eNKVK^>li`-_g#lz|wf%yvGx&xmK@#Y}8$OzPAkyOFf}8~bIwTt}Y0=HTLVd{@gg=8#;g zp38Uk_}>?%2k?}q`AhCf=dSDZB)vjhxtERqb$qf~>*+FLuF_qYPc{Wz*~sewMTqM3xRltm)NMKAJr42jJf~uqwd|y0X!Y zv>WdHq2{@{{IRNYH?e9~dcG(^9B6i(U%>rCjgTBv|KLq_CMKWDNB;joj>q{&)=d0~ z&y9HW@1ko1dOv^*$^Vx<#B133c^K@0|3^HeH+x)7pEly#2BVC|&R8lLKBEnN>W|K)q)y|kOo-q{;ag>`bTt1Q1f5LU^1 zbR!?!L*|KWKiB(@Au@@?O(7roZ_vZ@{BSyq8X7&-QU{VWR|FsF_j49I*;%Q8-IWI{ zgjMc={N#*7U4i$w&d&Z?#u^5bH|Vq2nSI&jPb~b`-;c>U2rDPE zfA-pL#mb}DndMc4y7Kn0>kk^el#^LQY%pW(=9e8?T2LlpS;(SR}O}j)u{n^m^AQ$>dRk zRClsUc0M&G!ETbxh4v70PgZ8$gG)t>Sc{kS;~`&af4UZ3Cyidb^UO`FlA# zd`9!lFsKOqAGKS|_hz`__>~U1V>kv|Z(#4o#g_SwucK!tOntjx-dslGe6vYL+Lfd~ z%)4a0ImMWHLi?xpr?P$aDkh`%0v5QKE!L9f7rophZrtpQ{c!qL<1Z)QO7W)yf65N< zh48$J^)`|rIxdIev!YlFb8JHzzE93ceyU-`aN1u6rTh5UCM<95dOTM*yXe_P%o^{1 zOYFX~0HaT^?-Mp^2hGm(e#EDRoimI@K7`W-Y}-{3^|JQ=Wj602!e%XKGPQM}>8IHB zkH6b6BH90rfMqTAO_t~E>%CAk=_8K3r|l{FuSxUV|I4b0ug%}<^q5Se|En?k0qyhs zJ$b4Bm*?dm_RYGBLVRIA+f5X_)>*A^Z#A|h6U=r# zFqTbE6aDgx{6TT60(NIbWAbBv%kJg1IotPyXYj8##yn^SsG&u&;2h5fZ-M>otl67S z+~@q{U7F;7YKE-EwIOs(W`u{JUKk2jV$H2&@4#}!a4BmVSL^)_@$^5sCDUzNcFVe- zCK%DhRoYZh>ld=8{!3f7JIV2UL(lv(hL>mU?pp0rdpCFJ8q++O)ra{tP~VFoS%vWo z^bXZFxp>R7=IbP{=Ka<5`@^i8y(=d}r3Op>XT0n;sD~$eoRz#G6|f&Lk!X=Bu8 z*tFW2dyTw+uP?%;U9=j;YFmtcuo<=~Ep`@o+@qMCU1?3kp$&Y#o!NegR})el!f$L-u3#sg5*#Fl5oA3^*mV{aA>nb| zXg*ZWb<8RHuZe#{%|pfY`y?xEVz>LXZlu>^@wS0}zvtJ_lDq`d;=OR z9;HTAa$oHt)7Qq$Gp$Or&wiwubee7K4>2}1FjIM^1I;@d_b9PARpDyz>+ebYp|c(> zh&s6c{q>l8+Z{I193teg8%c^cG4eEQ61EwxIl zYfh3f82AtkM`QV!=7@f@+bAA935O$iVpUS~@;CWpSCHf=R&LJUpMk`1jC~o3pW*-K z=Fm>g9l`eRV8?WQCC@-H5?saFlSI7KXW7Y0LwHvU@?T2QuFyK4TzP7mx){?i>SdTz zhj8v1RwUW6Z2Tj8YJR-Hc-)8TAFph^DZiEVY%**q3?tq_6{+G%39FC;|O<`VA7k69Iasjkng}@j5@e&pt=r`5Qvr}#)dzrg~&koG)p{UC5$cMT3Lz+LpUri$2Qv^>Uab`W3t7B)p-kULKM^OO4v?D`x2Wo5>bB2@C*KIoI=j{1!kXVu;d z^hpk!a>gCz=zkEXZKO8F8ey!;Jft-X9WHWYHO$$1ZO1-;kh~*g57J8^4Bc#2OQzvN zNIRSyYrK00&adm`Of1d!g>q)(JT2HD%3aC+jp;oY>&oF%3r7av%QWx$k|A{h%klp_ z70*18eMjxdn|c{N>D*g9x!vcFV?q_tt&uaog7I)|vj*in=Pkv$RcxBt1=$yVMnOC~ zh3uE%OYVssZuBj9@Fsa{iDb!N{U#(1G>83*RU>(ITkW0}j|PgdPq`9F4zBorS7$s+ zhh%|$1Nw6y(16D;WZM(WnyIVy6AO02lo9;w27S)+dbneQob#$E`;^{FlQp{$vmSS} zp4*VN16G_tt8X!FTmfT$g51;E=80T(L>&y7FX@nZptIgr;%Of|c>w-dW!wkKo%PZJ z#`XBdb~c}ck9Ufp2Sf8^@~<;es{amf{I&v5PPT#M&<@_6Y^Fu7X4dYH_-D%$4h6Bl!cpt|05j}dD51;U^y-3i5rAz9iGA(wnTb_x0 z29dd>9*E?kK0v)mqW_ApF9LF@|@#=0v2v} z{=@9q$p1uv)ISTyc0+BiaVzkiar!KT0ZrL|lTjZhML*Uqr)|E&zb|sFphHtSXP4t2 z@a=>%MU0#KSNp=V7%sJUH2G?ix&B5iHGyTo zo{8zlV{$oYEz(0fx?RMw$v%{ooXIuX3U5d0t0>HpM=u%gUnFzxN7TaMGB{h5zO6`m zi@0yB_<)*N4m0m)o34^L*X&2VgNP2%-X8Od{plK2+KYm?=p0?%9Nbq!G`*~y2S zJzj#zMvQ%`<$JOpF zq&|+{Z!`<6huL)J*LG$lEvK_lbNu-Z`zB&!XZpS@j>WT%7B43GWV-Qx01{Qs`HF+vA4dSCGmxRQ%z_Ul$&G3-(*`OI@DtS>$I5)wTT74rP!w% ziRu{RRo4{BS3Mje&x%0<>GY)daffJ>RcJRlqYf#H(djMvokhMGKKrQPd&3;aPB)Ky zVP?#_lZ9rqQEZd^z0*l^1iT-{;@6Fk>N&5ARV8qIRg zI6@x}Xw#QQQ{i^I9uLBn*CErLzAH&Q3r`Qm$A^5D`FFP0gCW$&>)mGIn_#xws0YGg zwNGdA@vQag>ioGze}i4?>2nnRdkfp!uqt{*K1%!};-2thisl$Sd;$7m1pu1m4_ zLnHp7#XJ~&#v_-LVGR~$Ro=(EejljqPrr8|ydDZ;VYLFfnW>&3(L)8?&9jH)H2%;3 zuDorFqkUNUGx7F$+;0z=Y0&(M3~LLnIsSk}FP_~&oSaiIt8Ai8)-7&?U1w(}W6L@c z-;X7Su+uxFzL@tVTls1n{a>ci+u$<*E{8)YSE;S&y%*!MC-_829AVTF*t>+k{>mHb z(&B0(cGo&peV<~3m*_cKyHbp;S0?+E67!j?f>FIeOa{{q(+D+rRZ6e_F0Rv6(>`T;41y3Zf~9yeadb_ zXnHT3AExJ$r2L0pcI4;hW8W&Qo&cp@yyjg7OL^C+wIi zdKGDxtFfmr{tB%7lJDi3Cs`0v$hnCZ?A2p;QR^4Kd2+anPRrnQ4*U1OrmSc>2ZwY0cal$9^Py7y|L>`G zo(3g~wZ^Ml7uPWAUyy#>(NrHg*QiIa%0T)h&-_Qm9>IPm&^v2PvLoRHShU0c4*uRH zX1{LKAF$^i*2`{;+#!3=(IPB4fWMpu(;Kk6dSvKF*Pf8ceXeuF^L@>x&%rf$G4d^^G;Smxf9e3{+5CNaKgiglMX}^pt!&=R zzKIt}asr>J#@5eZ-|714tiRl=xsR<{K=4skZ|jp(Zt11fk8Dtq)sn;SaO`d3{c~EB zH*y`wUj(OAET2ZZ+@E@s?=%x**NB%Z$WoPmr>guBeC!u3FN5c3N6OPWSqmo_=T7~! zAo~O6$JV^3H+(+Apk@%-W0X-^N0V|`u!ip(CkEsj`zu&q(x)ZOT-i%?B_EGeSMjjg zq{-dKWG6_i!U~wX)!E7I{+0NYyM%pVomxCUV|<>IzXQo_{=W*9E4{7`o8GLD%m-f= zT&?U7qyE*tgYi;jwjm9F)=#QI=dQ|DEt7HW8I1ndb$er29g2y23hdiR6nX&`8=#w* z`l|W(Ccbh%JHHI$PB0t*%X)PD3TGcTD;;Nq)OM{ShQ#02uwpOQ$Ejv_7x|KN_YsVI zjFcDi>?&F&TmD`CAEH%v{(CX|r>5SEw0)HYQ;+0iTwcolm$5-JOsY#kXTfIs}T>izC%o{zZPAy*-!W z=4Lo_5&>TG{yHA=GI_Eip_%hm5yQ+2vG z_P!5Kz7TTP@wDfSUep;~v>3?tEm%LhX|um66%(?ex(tM}&wVvbazD5Pn`B3P?gn(k z?B4J^51KDPt~4(m&aS!YeU`jsMB1lm`ZnMFUxv$SxSToq4q7gw>)ZG+kWTpy-kd%& zdD-tc+lA+z&)bsSYPj~l&}C>rq`wH)&!BN5B|bD` z=DYuExYeItt7*N!S#9}ge6ui2&xA`w(RBp57W&`DD9P!$h$U8u2fy;q%bcA`F#|DY z37xZA_*lqhzkPOko(+q?G58cwq&mybbv$=hg_gwvGGCqZQhtjqksqV$n84#^o5RX&ECU-n8AW7=J{*E($uyR9E zB_CTm<30-0?^vcjOI!<~tkzt}cC&eX2jd@s84K~W7S!`RE>(=ivdwqebma}nhEy5a zXF=u!XJ`F)P?lm@h0dPrbq(C<=NrfAFsV(KA$W6~*z}kykjdE4m`xVq z?@@F})tsp?d)-La(sTfwdpqkV-m{uKL*cLoOFEFM9Nj+kY8F<$MCKxT97e-pET8t5 zk*f*&?Gkx<=;<8iok@qS{Jjz_2a}^Pd%naIll{FHzRkgfS79`Q-0x}i3EyAL+WBsK z2hPmIm#0XQOn_xY*W2mTh5b(;=jD8S6fbNI{kLH>LvP0z`6YAc9RF8}@2hBY89$uD zM@EQ#^Tm+)`kn1{Z+%UJMK7;*nDMJ)!Cz*j;;ixmAN>`QWnDFF;J0_urwSz2(C0q0 z^mXLg%fjtg@c>+^3e~K8T4(g^^Ld|yOWE-%vfSu;VHZEV2roAmd<)7h`gcUt_aV1O z>#dlPEVOSJzo+Oi1lMy{^i62w`EfZ2e2PKKMWCBWnJe+DS^Q<1{XzP#*yKbbPGrOB zdK!dtw?OkXj2$3K{426-B-;;Uywth*rdW<2T!p=>`ObX)l>C6t>*raF&pMXmahuGi zPNG?Dvv)tAWruPt(eE>y{L^{2;e5Vpoj}fSuwtyg8z8^Ru?P6aAK2Z3d?iJ#e@Hl9 zn~Uf;l&v3SvvJy=uJs5UnnmW``aO-ktFZ3VtlC9XOkJ+?VLd?mt>&xou(^hW>&dqc zB8Rid!Fp(hiP>l0i7j5>Z&|gN-PX0pKLOic<2zX$m(|KmdDWpL`QKf!tb_al_F0cT zo%X5nI@Oq|b~BnEXO&;FOyBEBa>Tym^%bzXOUr$E?jC%+gk)_nE?I2`V`X6)R>7(g zddl;wHTap#zAu=ik{e@x(y#J!JnVkQr9I9%9SYecnrC6V#GJt-`~U~ugW{`fRhJF_ zW|Q0v8fD~i;#Ws;y*{s5ZlpeDo*mdco3-zv@3VC5>1cm442Q)}`uK=^?QpR(zo{qI zR5e-?{H`VT&1aVm0j{HXqEiO-_Y?1_WA(BN5VQY|14uBCVywXD1+l$p_7$Ad)a@Cm~gfjbq&1E za5Q;?iqWSyq^9F;V&}C!@2KzDkUs&6*zoju`w2#7-vBG0wjeN;lB| zN(jFQfg4#Y*9rUUHB}H!B1>wr{-*cAqSrS1ohtJDtzD{?_lDIOt}))m{M5{OOzS-T zdI^G=RZoF>Cy^~SPNl=jdPo+n=^{*F2p$Xf*KuL7-YyZt@>Jj$I39#ksbKo1PqPal zYZ0CxdG66a38w>DF*9MVJlO%QLd3=Kj7z{gNM)rvRLAvah+8}BsGfG=yUxTHO z;@Ax1C(}te`W))IB9*eT+Ts9F=uu1Z^oIp-csX#)M^k{+t%L3$iU zhM91iDaLnTg^MB6mmFP1&ZSzV2Ki`q-wf$xxb!~MnmJxhG)x`A;<$-e!~^eg2G5bB}l`UX6k1 zSvY&Ao~PsQ@jh+L*FP0ullOlQWSi08DSS?@kyKJhMY%;VzaM(%DrNHTSBLzUVCf5i_D90vpZXU zu1zntd4+^;lJhz}o=uOZeR3M^!@;Sldt1r7du7ES5GU z$=l-8AyDm)AE`gHgf15uC$+M!<`wU-R%YmR1@f+g=m+A(k7C+DIu3x>a1nGfy=Lj{ zIp}A-d#cA|H^p+YujVIB%;l+In!VgbvFZrAZpX>OB+G7zYg~nXZj|-(D(BsFK9c-U z!|0tI7v+8a3rv#BC9B1MrERL=zR%Y>@`8Qv;ZOZF@&5u`n!}38e3(^;n|VT_{&QyS z*LX@(c8u?!&WwKz7!L|3`HWH4P>nYy449iY3x0Er~UVeCvac(BjQ8XBb z*O!ZQ7el0j7TG)5fal!~&t%dV$TMa;`+XLkYJ`n?E{WfhMYPp$Y(<8(ytA%zD`LC9FG_2kxi+5c-{LCP;mvi*e&Uy7d>+hr>SE-HX%bb9&qcnR#N+ zk(iRTEQgWmA(G65(79|}hraLY=MO!;E3);3PSydw4%5!iXv0!nM2Esybts!Qpx=6J zDw6Lh|3|Y=R`{f{NwS0-#2;^D7{&_4^gP-qvw3Q2(6{5+ zZTL%V*1pv&w~FnP*XSp5^r6otyi0DHKMH2;Q~B8;uvx@+cEJ7sI?d8*4h=qp^Rrlg zIf>tfP^!IL-l)aaSx)l-h{V2|%uYN1x| z!Tk-k$oh@car}^1eCnF=JninI_iz@j<*vfQf(TMX{F!Mk`U%n{uq>5d-sR)jHM1KJ z4#1H2*|-O3*NA58Xn(I*@v=UbV10j_d{zWY2Aw((sDjaNL-;MNQZXRagU=JWx@mEt z+2Kk)Gt8K8kbRkc`(Z|N611ev1^#}|juW9X&Im6X^%?Og_g{PYd)SkMF}p_KKCy`9~jZ5}1@arjgbeyx3$ds-byaGa4IAn_RewIp95p7$G>pM+q0 z(pCothAK6uL8zwx=c5AWj1Tr@-h=he`xfHrjnjcz| z{dsIC%lC4Zp}W5NdELmUSx?`Zy>{T#%lv6A?5jidTQTwi(Lc4X&ZOtZuA}mOqmO8i zc`+4~Qnjoogm;Q4Rp60~B##(qGKiL8%Uq?+ zW}$1mYR8iv7iF_|_bA?;%wAbFb(!cq8_S3Bwt9RZId&e0Ls=1b8f)Z9(*R7_MdsE} zU5fGfCYTDc2Z|fD9nU_eU+sJI0t2Y(+ zUt!*yHBY5nlU32~Nj`KDEkDA=th+p!XQxK#L%jPlcouSg>Wu8b(Tk1KgS`r4@HwPA ztAG)&VtX%VUvD)cQERQ^rr#|l*tB#oY zpqb}6zvt5ZLbKPYJa0QayJ1y*k*N(fd@qWwhE$#hkHo$k+5a$SC!cqAuN>v`%N);l ztE_T3g;%f8dI&xjf$AM>bsBu~eeXLKp6Yt?SN@k;pc6>A3mZ;mPWO9^LFSw47uk>{FM<>ZDpa>73ll{Y%ehS0jxEh?{)E6aJV>-p_^czO0jj}Qx*E>81oB=Z^rSF z#@ZKRS%X@gCP&fhNeDb=)IsDdM8c=pDJx`N)Wb-h`~%Z5`dgy6&)F>BNT-VNjmek0 zo4p~HEH5vL64@`;hQA$*FS+}lx}fE;yafc3fAwS$?cIXw%T!4#tkq%`SYX5zVq$Tz zXrupI^wX7AC$dEHr$5Plw`reU>d8fxdHM((H4?7(ll{tf;7=-H&xF|mEf#A3ulH@~_!b>b;{&D0mTFW77R*&Oy#8MW zhIZz=Lr8hAel8$u^0*d)=y+(9BvD7B4`i?GIY|wInFUr%R`?s>@nyk$U)ig+{9_!h zoIuY)dg{bC?-2hI!@m)Eu7}-LbK7NjcLc1v!KXKU_hXM2+2P27Z^p@Satch&C2g*f zH^TmD{IBg*dha62cE;9yp}1Wv=thd8vAY~xPjhabvF-Nh2pYB5YgQ8OgNs#h;6@`1 zh5Ooq_}*A#ti_kJ>iAupKM{g&@!Hejya=E6^>YUaN8rW{xc#SyyHdOMS~RA0dGh`0 z_d8ZDfms{PwblIoAm+sP_N9M!y7h(ZmjxXC-)y{@t@90bkQkNh;8~OQl{PnF)NYc^ z@_8k(sJ%Y3X0d`uSznw;W$R)*@+%DPDGu+W)jj6KmPX53>XXIw)i8OK{j zO=ofB2KZN{$<=!O8}6mWpV4ruX2gGKIgiI3?(+cFWwPSA4=bO0Onl$h5 z*sSg82E|2iy+X^CaO>>vL=3u1R2~YyDbB8sq4Pwq{h?6Hkz9jxChI8uT!U%JsJp_b zwZ*;U2_J+_#reRQq@4q|&A3xdT$| zPpQEw;3T@_>3YNzVFNyfhV~myk3&W`^;q)ZEU_ zymijcT)dLr57X;SO#9IYS&w)&CX6tDWZh9uz1GspHuf1wv(#n%LEqD$J`?T>=$7a1 z`_X*{E<6vb6R~C>t$OpG{#d?IbV+{m2h5w*S^g#Ce~!g>c%M58&l|6fb}yPor|9EX zIzI#HcSO3E$<>WVb-}B%NL1X&y|fumn~%x5ijL=KpWJ?_AKb`!L&T0+(5c5`x09d+ zgmRCsE4+?}R}HA=Y3WH~e+!!Cin$Fg97>aA(0<+fOPx~{I~zJ>FhAe3#u&E`d%Xsexq2Q#%A-k#UrL`L#>*O~_4-fdqs8oW4>ZQXb3Pn@7q#j^a;a~R_Z#m5UQkJ| z*RfPZR=SrDB=1o&DV7!iE92T>`uh@lQdw#hxxQql)ZBiZ)TyL>JdS-#xB6n$JhlzX zuVATLjoFD`=9&F+ocNd}?uSyoncm5Et@Yaveou&iscDz$pQXuvI7{wk*WDt;XIP&c zB&kf3y%JfCaDq{jkG(#;XOi)BeK*x6-$*{;Guh*o7(K^K)!1BgyQr|m`3v=%U1B4k z`-r%bI&R64(OQ4Wjy@5q4(9>eaUy$X8p5Rk={FiQ!=0#;}%nk_zVa%>VnD zNmCuFB766s@#pwiLfr2HrCAu>fTfdHp&3cqV$C@a-%X<2Q~3jruh7p1D3qX4>PXM@ z`U5EMV2wiNf`u$Ti;TxOXRFUr`|&fD&+d?Jy!0&*s51-adr?;8rE26{5;xKBclcfv z3vMHOIT|KI&5c;L6&8DW{6C~!FKvu2JUX?t{*R?Q0o$qi+5m1!G#DyWLK>u`R75J7 zijXJ`GDQ?ZnvJPYlA%aKk)#Q!q$G)?q*PRjM$#aXRMO=7e)s$TF4y~dpL6!vd#!uj zYwh!#v-es$_YxJD85({v332TkSsG2Z&hlI<;rmVIp!;^aBd}7xuW1quAiek+_ z*s=wWQs-k7j8nNKyJGSr;RsS*?yBTgxK50ClAM_@lJnzm2o2y9+0}UwNq-~3{WxChmun&u871EJdcYwC3=yU{h=Caw(Q0v31vMaP0 z8Ed*D9ZHkb`^>Y9?|J4uB>0--x%;i}?`e8IkBz^D@$vK=LdN9%yN$;_=Nmw(Cns0# zB4Zs6tBUTklbxw0OvjSqRmYQsdI229I$8mnCg>}*XB%UBOL0E@e5t@ISMt}^qG$G= z+yvQ{?$mEL&kx4M?f$J3`?k6Fn(mq}V6)YkWQEP$%QHCBmp(`F`hUcTAIaLnPe&|% zpDmxqw&Sp~45sC2TwT|`kDuStV2i7&8}kt!k-f~>lbg!SopI-F7ATI1*W*gwvD{Do zN6AtS)>%cI{1aVRe>soObJT0u<14)-XMA>Eeb1ivYJGs1*A&0+;N8hD ztOx#;#*VMxGYTdHX*q)y?-baqJ4PyltK&&rOF zf613xi?xmTIuE%HEZ4Pp89;`PnY-zs(#hxken z2Ho}C0jkLrvxMe@*mtrxc6nupI)VD30BB{{&(TnUEgipQ8b11j}RC{|E{p>Pt(=< z{?paTqEgoH7uc^p{*1(k=~&iBY<*Egm?^rvsE2RhJx%0z2v-hv{5HODI*yGZQ}R(P zpw&ZS$-S;i^^ruZd}}(7f32Y9VdP#)f>C%ej~D)j5!vUz#%Ra5I<*D9bM+Smo|p_G zHAvG0PpZy1GvjX}zUYCj&+aZ|UMGbL%g*cP^c1`tu4jmuTb2D+{21s7#|4NR& zz#4^N)5Lsygimv5aW-a6folh&uf@3KqWkOme1>lEgVc2Rlr1ZZC;gqN%|{>CYaPDU zn;qw{cTMsVd8*b|@|$GLctX!3*kc293yA@#jrRv_ z@(p~ZnK9Wee=>W8(|KYZ>Bh08z#@VBAFw*(0v=L_2d25ECMiC;e%{AKpVxCadyn4L;7vgVaXAfYNqaaWT`lZRV39=WE zB9%|(@v!8@yApzB>5^}~4QQITV_%4ci!f~i`MQuc^`OJ(%KAD?|EYI98zV{@@h&=b z)cZwzr#($hl+MfZ7 z+{5(q`84Cc;l3)F-coPt01^IQ%vc~&en^UB2l?~uiWKds(N?lCk@5kzaX1kLo;ybMSYbKjV~qjRirLT=DN6(-5igy#~fD4H}&1@ zJlOvy;!WNs=uJT%w1I^g7eAhiF&JmB}xD7c6#Q{SKe+BH>b8+``J6 zSua(DPw_k1T=uZ!R=nEg*!6m@YEBtx_MWM?tP0Qivc`Nk_y7N3^^JO}EoxL_+2m$F zQEaPh-nbl^WuX0^NH7^@b?Be!EI(=WHx8zjOX>(^PeIlbUS_PU%o_=( zQ`quJ2$m8L^0fFh+^e966OG;1=nF-SI&l4&=2?~SgXn&TzZ&q^)bhQPmUVc>I6WLB z1|@4>C;zX-uzOkS6TGe@1|0$8WHbI56Y}2w56Es~^-?6rJIoQrZ|~;^@w5fZXYtF_ zy-8$v3tRG*djst5*ZZ4%eKy?Y>ZvEq*6Ba1X0vK&28qUKdxVkiX7?ZIpLet~_+BUD zUCIBan^z7Mv5UZZIh*|=24(-*!SqiSoyn|tGs(_^<5Mj3HI8gIi@oZv{`jA)w%c5{ zi;b#_j+;r7H?m{csD~EIoxQ~0N1E@F3#pfA(2E>>_*pqzAAo(?1F#>DdBxG>yXZrY zmD*Jj&t{YRZZ^yF(R{0!%|^%3@*e)#iLA*j(T7I=&^wu8Z(@h!s(zA1{$QV{`FQf4 zJ;sj7j4+!uvv++2^s?5kE$Q+`DR20i>3^3wBzuDD!R{xh-f84N%q{<$sRv_0o*H%$ z=kIp5A{1Waw~KNA5|&sDol0~WNvaNF!jbUHO5tR~8$jDT%zh2Y-5jFHJAS^nw-Z($ ziy^6Y-i|F+(jd=Ers*YnF!IK74rW~l%fs+uKF`c}!mwbnNES zabiSUvFuHlwjxh5l0T-!Js5bnG52U+#C0dpxDDSp+xcWp%+r-F*pnxYS?yg^RG5M% z@8jK5PF?Fg~oa&JIu9Cc5 zMM>PBU6NtAkQU?k&1h}^S0iUJ?tKrz3uu=d_mBEifwimQ)<`36pyBx>Ih(yY;8qv$ z^+h;5MwfB$Yh5sZP8B)IxhDCqO0jnh(fv15jugaoN!?CgU zdH(yO1cUIjU>!xkZ0uM@F^p7!O85R`7mXe}Tstq*7pC-m`gsGir zw;%iDUgSQJuA^aP?nU46`i#EwFlx*u;_-ytWCja@@tTPX9 z`|z*7#Eb#3_yVI>8X+|)4is@F!tFgC^SO3o`OEk8{@<>Sk+7fZb4wiBh>-Zbkl*IM{(EC*6=q)u48W~}Svb!%Ugq!NXIb`K3dvzwZ!U;> zec9zHxR%pLSt!JRU(;{)A}4~+gwKQmA3sk2Tlmf|Mkt192kB>&^Cft5DJVQ9T0ZFf zVSMB)vA2eZc@?g|NvjJ*#uG*0WEE%%hfzGBC5@I~bJn!|=C7=2SxT3cblG43^^NwJ z>$4-L0@QjqdO7Vo@QLK5NsYq3?3j0T+3D4Wm0Cb!Fe_&bLf(VlPnxU)S`YK>`ksVQ zYq947$4f$ByBX+7|Gz<->|-d!_I33$RxDl&gI8GLOxE0=r_Ir#i0^XeV0s^{|5}tv zeTVD>%IxznP9(c$@=X0?tgK8*#_Lg94~5|XabYM-^Vaxks3s%uop`ef9>eiJSxJ*C zraYPc_wFW7Zilf-vMc4;#4YB+)WJQJX0@QUlSh4Qyv@*VB3=x1BsX?-8KaXcd%`3com%+a8V6tFsSn{#GOj(zm-8I5FkU62 zXYTv1rQrxHEQG;tkh*~pC$f6J&s-=rS0u^pY}H&Z$-uY`yHi`WqO;l4lZrhrYqNwr zpW#rdkR{jWp`y+twx8jCv$=DZ(j`^8oA}B8!@V$U%<5nB>8`BQk428wriht*AkJ^n zfA-kzrS-p%J*hy7z2ey*XC9=>BVuT2oa*eay*N{xM!!QgIcD-!yQ_$?hKCQpl=#Yd zuDa4(kxF*?29X+td&yIu_m?W*dQ;YVm3`K^vYdH1*-*OEwiR}*gKi<$FJ{~KNVpk7 zkI=pfPJHSAep&S(A2R9gM#^E-Tf0;%)8JG;GR>Oc3CBgpU*{l<&H zd5ZQd3!X%a-?1xiXObZ@IhafGu3KJ>s>s)$F;ZcXV3+!yZy4(oQi$1BGlR8gh_1wm>(LN=w`Sqk42))&M`kSY3Cdr|Y ztW_{?%+lM%P^rQ1W{R$D$sBU4?Hw$*c1>wk$^tsJXGuhsOKqTinS+laqwaNsn&y4wuy(}1;~BLQ_7Ix(t@Z{OGG%%{4q^jNZ#&^WImns zrx$qt>GXY<^vSmSGwLePrfXeSi$zA!SC_~HeGn$Xsj5CZ@*|i2ZE{VQOp(Bvqy4}*R^Mk_Ya>hnvlo7qDb~ zks|Aok22qsgya&veQT6db;-MobJ^?-7(GJ9R{VM{E-t~E6|*(7qWj5V~=2yp+F?)bs zbZut5W3=DjoRm7QPqRl$Kdqg~KGxUStFL%4kX@IHA*oP1i)2|X{dc;@Lm`lW`x|CrMg72s{VyvXKViyjGuyD)-qnhcka~tb}YO> zi)8t~iTCGzvK#5{GTvMke?ZjDH`dDZ`)wJ(NemrC%VOehCx~57qdKB#YM)lqB2|?4 z!LecVJ=>A&LQB@Px7j86y}OF@_uxPw)=K2NAKR0wWjG)DgxtsDN*4_MP21FfO=aIy z4Vz`mT2QMGqd^$EoHair>s$;S43jbZ5Ch1a}@uULm2hrem^JCWLZsAc^k^3=yWDV{? zW`@tqjj2hUdz@Nyxm3^BlIJ9mcO_YF;J+(*|8(~R^I_JCOpP$Gm}^s|<6ORZ5YPEt zzbklWGAF&NmqnsM2e!>!@s}dy0Q%p75yxWu*{+|%Pv`K0@)(gUY?b-L2N=B-M?b}* zhU{AhZ)@RnU*}fCKAB_^WnaMZe9uZQ|745Kj>t=l_Z7_!;N{Ojs1s|Xa!FPgB{RwA zEYa0?JDurb%xmD48X?z_YlS<2tPQ(Lt7plZHv}DF)}#0w_ z)qe5}wF%E{&E~0XI+(>vIll)3vkrErtCB72Rhr$1g*C;}YP6asTD9^i*;OBP{TQ=d zcR17#O|D_~$A19=GmckGqZd1y4-A zm3LUJFnqt{BcHN&_Le?suC4@ui{aLS$K(w`YMd6QMc$sJZe(`nWsmy@d~O$O71ye% zc=?jCvO4?)BUizqGw40iY?57LsVS0u0rl}c86xY`Z6dzi46#DkbOf#^7i@8S_<)uE z^sVa#J(Lt99)RbiI6qpy|6)k;_YTC7ea$zkjhEe>t+j3eR~F%LWIkfNo?Ih5s-Irn;;Dx=j|JmXt! z`-oVnGnzV{$&tNT+<4vp(^=v-9?%01Ya2b;^pYDQHD8`()h}=hf_AcN z{3x2|8{d8KY>AO`=<$;yjbZgPw(ijPwc_$NxE><NjR$83Yax*$*{8n7&D^sm z2lGN!SVPC{5IM(@1xEkIeDN)99%cJ}3{A3L{R3kTq5lkRqtzH(ewpUU<}!gb z4`!c3T$h=818*(CO7XhX1V2%`PI@TCKeIlnJo%2-(+9>Z!E;KGVJA*5$B;as`Ie`x z<6*z^srK~vfCauV=6)=G9hp+iX$`%z+qRK&-)eCrFUdQmzeUAM;gF~9>v6URzj;S| z+K=1^7g#hk$IgV)QuFo*`hUkuKERj*;ghFPdHd5y&&|v*uaY;rL9?dzANu^tD)ZTW z2s{fx^%ELQ*XupbWe?6UF=!!#Z!&(W($B)P^R!Mrx3&ELMxN8bT$*>#JxP(O^V^KG zTpwF7=OOZZ&JH`wj1%>_K!2s#{B`|IV1;7jNfxM*eCq+2bij~2B}|^JWvq9b7_d~U zszz;YjN?gtvp6;$yOUkAs`fk0Wap7%IKI4sEy&M^D~==ov+VyM=}VEdDo@JWtZqi1 zN!n!aoMUD=P=vdLR?G2vBQHyp-5+3+cX$09uVI|YX4Kp1k@jn79o;@G`2P4jYv;T6 zLU$U;#`6S!tN`(z`p>(M#w7mO*zdDj>cqT9lOObWrZET6xd9}T18#>IY6>|gK;{)A zWarr#>~RA7ypAW?NnD48QnBDO$gRQi;kfgiYkR*xLiH~U>Qmsw{Y8+8+CN9Gv-nzVz0Gwt zyZJilWg&k|zM5t5-WSg+)8a-~CRceiHrXNS?WN;Tn6<&d=l!)9i(BDh1Af(kKP00; ze5r~V^#S)8LoqmO8y55N;dr)$^^4-bZ?5TIVD(fk+@JhYobOHlgI!r1C%!aNYS=zY z%P+)_L&U<-+-t|bB)y*fEVY0)cnil6_MN6`!(t05nR&Z{R-^mDj5uOjl zh3sd|&csr#I$8hC@F~0LD&X2wRzBDHWDaU5@@D?1hfn+Jvpp$q5RI~K=3%ii`+GO? zxbo0zNy0nnoL%(ilkNyTCPwC7r4;_=4S5@K=Q-0&V(R6_TItGxG^`7^n(jBA;(0Ha zD^4WEN#amvV}0gmU%Czv;qKbJDlUHWP5uU@_D-P6^Spyh4OGp&8=zV8jhLYm|GszPqG7? z>+I)z=4KXKO246g#>49!=$*(jX3;h4u}-JK%Z^Q>%P+1jPJ);9m&)?lxs^4f4e)C& zeLojnt}%Ksf93up*)S#>zavDmTCEA~=i%W-eZ7E@o%NTzkiY5SZF9-l|NpJI4>q=i zS8uU*h*55Y!5Er#f%pDqyo%7AO2cBt$~&&_Tz?2%vajn{*1exMuENnj$#k%O3ejNz z4>=0vFN&duKsxIJCXw=MGtn^I{RDdo!SEXhq^81k@Mwl_Z#dRfpS4K3KPmRG#a(*X z!InEjkAb}4197(@{Kk68BD8J@nsNC zI1U%am?g4C_H7cKf_p#tU6f^tivU|)wGeWTh||~el}-g7RNnQuKm8iErC9Pn9+0;V zZCN>YRN2XJj@c?ZZe|*PlHT{l(O+SIJeg9pwlqy=u=56JUq+Upt|(8ZQa+!`JKv?{ zC$OmM4&w`UY{VZH89n>f>akbyZ`EbVtc$*e*UjN0$3e9^{c89>c}5m%y_@Gg;OOOe zo=UaPLZ=g?PZqz*lB5p)WU*zB$PJ+K@hZ-;$h@oAgm! zubXgqK99>Yfo#bsC2kE!y)KpKa9DReI-09klxY87!$?H=Bb{*lm38$XG z;t!xyh}@I-d$Na*qw(oDH^6-NEXLJz^$}*^r*Uzidx$P<*NT=^ShN*AUlN_#^Ob+F zAr-nlH+Ez3eFBc=Tfy<{k-Rpi(6FNGvPP~h88Y5Va{U6&-lWO8knVgenZU1L=c*)o zQ^Y=#eygCBBgu}C6{z!EmnTaj#e`&dtHQ#wup@c$?}6A?;!xIA(&?SLcaVp2PnPVShWd>&!shxp@MtU3Wh_tWoM zwz-OrWv%rK@YzHAGoAg)by?N+z4(%Br^8*_l@?!;=qh9E?|ANyUS`#G?31@d!)P)I z&+=sOB^tF5@e@rBV1@orR2cEQmE|)BkcN(K3>$f9KcW5_+Ul-hI#&ag{i|nXdp-u8( zJYjxWCh8nSiqt#%%+X&UnXF$YIo2P3J;a1PxIV@;yF|$6XxB(j-{MLmW9D5$o~7T8 zhi&P5I6HUc86{j_9Rt>Bdw`e}Yg8$aWsb8qiZ98Yce~!MhxQ^#tZ{YhCFGXeAW$FInkOwPT;_@by7dt);;DPV71;a*Yid_e#y7*qDxIy>g)3b(AnzR zzW#4T*A1>pMXQqj+K{-LB|uxoR#SH$y^P(Z?k(x^U_L^&c%fN*>H{VJCS~%|6dV1KEkeR+2DP>#2)W! zw~aK@aih4A*NF#*iY=c&wWN^`G{Smr9S-|%GkU7@aE!;yD z;x|*E_r9x=?O+*;{Dp^I>6p6Zt)Z6e8yC>{AIC3+cW;s4PIAw5qzyj(?|bW!&Mm~) zs#r7@VoTg3ZYF6}w!GebKvj{yJde$ao@Yer4)9n-vi?T>!JJTtr;Ne+GNdf$Q{H+W z#Io;_JWoB|gzg0TX9Z@StEVQ?U*w%FcBR_UWxOf5!aG6kE%z2@y6zogRKTIn+ymT2 zm#lWWSVXBN8eU1eO?aOi(1+mT%lP#S`A6#|`}daM(rk>o#y!_i9C?7;UD&d(R;x+! zF&=jEe@Al87u|L^Q%^q|*nJaj><5qHIPoO>uGdR4U{290m6WfeaaJiD1EIZ;U+=1{ zOZ$T@7qG_LWKWLGtc`0y)71JLgL!Y7Q}Vns8J`nBEtz-W>;mz+5+IwM?x6?y#Vv&fL^_LBM24a)`MkDQ zIa8w`jwjD*s%VZCfo8%p>kjXPdpXD@5gVK`7m1ShVgam`Y1gP!j&)d+CxuY8*?EYZeaUv#+k@6A8FkX zo^_2qmA&qSRWEV(F}_zvFQ4<%F*x`d+?%l23N{+Y>oz)muOr!I*A*hO^pi|FCqZqd zW3yn~$C3FMpV{F{{_z%F*W$uL(maNZf3STSC>4fnZ~E=)nzzi>o9Og`vG#$)4vhGO z|D@7+vQodxwrxpOUA(Bvb2f;qJMnOwvj^)h&*XO-<#Rpt67!NJsD*yNA;H7~G+LXD z^KPOtu4jH;pzYQ8T$bM_JM8O5%2S73KBtDqGTd27o?&|bO#7#ByAEr9ZLHk6E^|DQ z@FvzdLG*qQMybLwh@^*$LHE<+bPP}Jpf_kXKzz-5s;sQaclKGV@`%{@p+3Uu4RB~~ zv=XE^#>mxRSj4%ubeV&Xc|-Re>lOA_c7C=OPp-l2{cxhOK5z5)8h1eFvdvYzVFh~> z<3UsCpGvR$;Ot3|m~YJFRGf=jH?Zg$+`SGq&){nrv8J4!9~8lEgw0X<%p2kxoi7ck z$p!a+*_TlP_K%P>-)T$II(ybO^O?r3zC=8Dwcz{cSR6RP*~85UeX#NvapVww|CLcz ziboCbeGE-Y@%|6^UTVnHG2%kK#)8>{v_(ujj!iR@CyT^~&^u8tJw(du$oC{GWWC2k zEiX1Rq!QRL9G&dyf5h5zjrs#b8bfgu>wWBKNpf81uT;;NOzKpK&yL?(SlkW{$+rIt z4mRSU`5v16hsBJM`|u@n9SGa^3T#`H{9{R;>UKM^bDiVUSRtz$IvBgV9%q@??qh@X zFfZ;-VXe98FuZ(|C$ECmcoC#5BvbKq9d!1=?WRUZHmv^IzlCdk*d*&}{?y0e5Gx9Y zJVhAKGBw1naHWZnUMF`QS6z(JFTkdZIGL=c*SilrS3LUx0!uJq51szOhn_U6>uj>9 zyrxYuIj4&C&Cts;`a*iilk1_5U4m7o^2_$3$Sp=2N1E2Kz8rGNn%bDh{iOf4JgJ{( zo$qGfxGOr9k7O_OyZYWj^V|{Udvoe0l=S%!o|Y_@&#?5J`pmujP`t_R=&WoS5BWzi z?rL*Oa>%!J$FRhw+_&vZ=5{POK^K|WKF6K)eBcKx`IqI!^S4E0&702>ta)!iq)YC_AN7=# zKeb3cja1j+&6#GLWHp*g_wL49MDro^NY=$_w7k^VtH}PmQEz11nyi@Gcs0x?xgSgB zukXn|R9{&GccVVecFn7L7-N=r7h|6{>NUo`LbN*Eeah$ppSW2>sV+wT#9FglJ5t-! zJv`PJ=dtW@JT)ub4in4PLO3;7PsQ_7M31cf{ERm~OpAGrccghab}o)zTd}y6m~j>j zYO_mYY#NAxr{I0ovHV?dPx~a@uEe6%*zg2@na8ThZro72>e^&!OzOij9ADAKi>S|M&L$OVQ_U8Wh68WFE*`<;q6S9;hbx_lr-v^)ZJQ@%@+d zki8|ztNy4M@iY%h?S*m$cP^u7@rA!Wq1`0--A;^U1O z{QCR-CZGAxnMFS5=|M8^{l(66;eCz1ukkPUdOx#y8+@xpzje+fe{iz-{Vn3$#-d%> z>TDcI?c7o1FClg$V@Fu}CAqTuqbKIg7lEd_avj|tE%>I^gT%`)rihWti7Hv=HI~11 zB2z!@D)NKu{I3U}F(mG9o)?PEJ$?Qg7DdfcU$AR2a^429x@L)y z1$UWQd;gPvxrbb3KAUHh?030|-!8_zh5YR%Qr?eCd-akvYU6oGLl{59-?RJbLf7Z} zaw<%WV9Bat!D4-#>0akR5?@N=H?XX|-^upAo?o5o`lD%gK8Bsl4xiKgc^YI5K@*xC z2*(ce%>M1vF1!d1i7Pj-bxBeTg625$%q4o?uID?+lzlX7#PNKu9K=K4BjIN-XvOLm z@r%WNKSa0r#!E(r_ptDD$I8Ps`MR>&ZVhdlV)Q1n!jXJ?png-Axu%u}(Ka=nQrBP| zty4$qZAebUgT3&1mc>WXVyyokHUl=*>$Bt=$IJ32=Kx1bvguJId<<*%;T@~>wU|8D zh)eO4OZeYdEs~ie(eO%^sRoh$&efyWIZ#P{>y6l#`ny>vb1iEu;T0Fd^BodT#lyTq zDh1)?eBvU%j}Utf<&*WzCIdvHLFA1GW#8!8V#M#pZ|Ur8oPCEEl;YW0AF|Z3=Egmn z?Xy4j2B=)cqiTw|b9n9{ta1#i)}>EsUoU2}(QJCPIN6pKdAF9#3;WVDwU|0OlW&C= z8lgU>REJ1%)MYQyHxT`a^zT5iBCT7PGx~~Isj8Z6%#nLPp70+A-G>tg^5?6??A;I; z?dW~3e1%rYOPq}9$u7%Ib62>V$%Ok7+n@2RSwwD>(v( z(d488p1)LZPc)X#baC`ESXPGcpCm|?gHk-}WPPmQH`xJtF`Mm!TNSYLQb+PV^aCSh zpX5^7Z5MrhcW$zN@?_v268>n+BUtiXW1h%=CcryhawY~&@VT2F>Os9KiFU$cksdBJ z)3dTV8%aGsG4h0;L2KAjbl zog_OJbAP-|n}s|o?{zw3V(ztG(%%Q>9JH(cEu;^tt#g~&a{wY0W4_`MnSu1)> zq9k5_mJ?X3D*V23)y>$RZ0X-S)`m3w*?+FzscCjS z9S?_F9sPVqlB|I{!0{vT=y#(})i&>-lKnhy30^RMGk^We3$mW_R9yI(JZ0GXKfR_R zbPID&>QAl2`$t9H-Ta|EdH)jQUK3Rg;GHiz|Gxfnr&by}?h)T+izv&np+KdU{(Hfv$~JVYD$)DAky=G{V!ISgw?;Pu`3pY_eD6?Kuw zUjsiLF@EY`jumsV8fyVxX$q;sMA$9x$-4G7Z1b5OXX4Q3`h3Tz$pV&YOIfSAAJ$)m zsc-7Hvc7)s_cic+jlC)xf40c50Z3@ly z;(rYY9|8Mytds0jz1g*wR@dX+k>chX^v!$w4(?|bk?a?devy8XeB#Y$q+Y$IIEV$Zo^0ydsP${*mo#&vnNnH9Gm zvg38m4#KunCd(@NZgkqows*tudyII~(X3o=qTiViISi`h`TXnbm6f~6fYKGak}>#R z*Z$4(r$c5jH0GMc=bLG_kp4Kh{teCTQ2&nad`QpK9Z1gGr*W)3{LT~`l0)SwNWO`aiaz>KQqu)If1Y*(KiRJwE~KF``pTf0f0E zE>KB6yWE{6FG5FFX+{6jpP4`=;u*i;un7vNC`+MaC8tZdAho~(vQ)V&RQO+=tP zEt!Pd$$oH_2tL>qCt}+rG^h!~tg=jw_XeaG2(3ZdR4_Yd&BpZ@unI5pymSO^oopr> zLHf7Z?;uy*PVZE0J&CoavE(g!DFvJ4Ct55L+(*uG#!o%aS4nUWbO!p}Sld*aug$Zr zg86s2)0$6@5ij~_vDQ^te{vsPmf=oQs1MTePu5O`?*-!dVd6qEzzh+aZYB3_93ADG z(h#VP$FqOfbSbaRtaUaXEaA&pXLuk9vqtG&SUzWrOIc|pOPs~qvJU@Nwl4#lp;wV z<6jNSW5w=A{Tv`de#kOQ#gO~?)>~N6o;>^VjC~3)Oh)_Rbib5eC$Cvcp0PmO+z9Vm zX;hc?V_@}~t5+K72DqHy@6TxV3E6gwkJa_}E^ef<g0cR3bkmt7@X%H8&OSEZ)RT1>d3Aga#7${zarn(rTsslSR}r{GXkbLe6- z?gI9?(8%@pXwH<=_ewftzwbf3U@>1w%sh^jpJI&@c)(x!&b!E_EYS*n$MD;y9A8hW z=SfluV`@Xc4gS0=b|+6s-Y6X4*!Q?F$5_1!=BQ*Y-mOh7`0p!nPG^PhFn$34Z|AD) zCdu0Q<&Hgtw?m*CjCqToDdw(_bM#gTa!+fu|D2Ze(%qb*)##nu$ZpCI*T_;NW5j1^;&oJuRt7`>ps>SgiVheCLz&3>LUqo9qnw8$$Q9;cpO3rP{2+T1mUDaGy`( zRp#C6@a=V$dc@gYbZ+n3OR;(`Pw0z5c|X|GNZG-9CywOF;c&nEI+O2ncZ$7V(cvC_ z-X~@gR2^k3w~@nDP!}Q@t;{^`B$MZ|Iwh z_uEOG6<5EIH9O6+$LKX$C4=lYc+kd38;w)bxvb_Xjwh$mV~Atd%Na3+U(Dc z2k0%&I!}h(1kyG!4}C`C>#+G|ZT@q`wc=)WExktX4_G?SMD}X;HgO|->M3>ej*zE3&&Cz&_R4jKAF_tE3BvCJbWjwm?EAm;iKQU`|^DJ5;~q})W0#ZE2&R&?P^-)Ug;LGb^)21V#c55tUl2C z)!2)8`Z(uKqDOmJJ&mVp+3XE|*^|Dz%oB6j<23wC*7b+=l&JhRiB8v7GK#L{caP%T zNLn@^!5#XaO|#wZX4bntZ$*2tQ@%TuW7l8Eb1NioflF1^Z3MC8B`C|EzAAW9lBYO% zPkezf`#3)cQV+7pTughI7x$)XTUYKO$Km|&T>g2t$kM{^Wb-cT_$o+c_t?WU8p3Z% z(cwTA{RIY(isO&#ZHN1!F)V&OCN<=TghxsqL~^Az*Jo)MJg@iOBp3<5cv&|+^oMs3 z@^*#A?U=NhF3Ev&yfK#RZIS+-cGY!0eS_!Iad&@u%^~Bu5!?CWmOMD1EKxZ_VNFkuw=| zz9d&F8E#{>f3-c|-Af&uITJ$)VO-Xl|7Dc>Nc|R0I(kMP_R{rky`m;0KF%z`ytvj$>qpi;pI zMOg4_KVfz=JUYu=#pA4<-OTNbRfTMm@Ub6+Hp4CX8%CQK=JJ{;aC^n)tWO$L;9Uo^ zMtG7{a}^4r-hOP5C*^JMuO8jEutQOL4CgJWBY3CY^Ts2!YENX(3eF7I?lnGKRD_#G z^EX+wmgsUU34S%&GFnW7`W3jE?71z00!3w#47hCU3qrO=BHip#afdimen~zP!zXKqg_1MXeGgX9rPmDdqRsZqb zb@ct4=UmG>Z!+p;C}vk}2U2xo`}#Pyh(;HZ?jhWn0OJ7|H^e>eE97h;_PmA)K6<}-NAXnj>Ddtsb76T8;3#Q}gclzJ$)ecwB>g`yi+srX(@FIo_LR`37}h@{a*cuJCwRUZ zvp*GCvbOhKs9yn{1Mss3rgj$fO0Yw62^S{$ovtX(izoTi1B=?T&ZBfZ8TQG!cNE>{ z&@%ft3lJ#aj+>b+X{tcu1IC=JD`;8jZLAw5_8_g zm^IEl&d%98G)O8o(c~BxmZsW^K+G@?POs>O1D? zKz$hIJ>lP2dIqG5;YjYX^XC0fM~nKmhDQ70^-vsmhhIIe#bzV^XspI`o50^%VMRCE z9}4%|#oFX|N;SWejhjqudB=EzZ(7;?uoW7K5*2ZMBe|2cW{acCjd2fK%@DhuVe`vz zB0D-#v+H|0-|M;-uDgQ;?$&b$Rvih6+*wZ|!67)czn;g^|8;f?8E{lfP!|@3cw#$f3}BfZB;G;BWGr7IB4<6=>;ju-CE;-K z@OU%ByJUQTN7Q1etOd-P;_6suOUXf0rlI&%g5ZgoNfFD=8yR} z^fkSY$#Ia25MJNP;}AE>D7Q`B**Pmwj!|7^S!K4M?2*0B0GcgZ>_6iPQ_vlZHxo zUREz(=|!-xG(&>ggT#v8iw0#=q5c$!g*k`Ndo#r26h2Shgln=9$;=DQ`P2gX=~-JCEi! z`<$BY^H}Cwp1NF|co8GBCS)|*WT!*kEQjD9b#dV&Qn)$SK8y9^i4GGbM-oaFDj zd2aTY9M10d@vG4VUNQ(i7vbhZWH?CM&ZIooh^bOCUff8Qm#6&frTarT^g2r#6koUGsCq-@DrS&vW~p6}sW2Yyot-%FCNA{&mwk{{`r45YupGw-RF zuudB-E@r{h6&sC9?--#z)bs879NJc5qkW;Z2ghgPNhexoUumLIH*IU1Pn(eTBKjp-GKFWVajCxYV+Pai9LlJdDi?JYq!#>7Vads zcORNuqo3a};&$GYz0Z|gm-iFd_11_~6UEsQj^9DYd$8|x40)f&{mK4+7`qv*?<4y* zcI<}HUum&`ri;uP@6-7bTxn#k?E|MCe(L+{H#*G{tqz0JI`N}26jPIEAB?#VCP%`k z49+B$<_%@rXWVJJX&oOcSG5IDS3- zKP!lBsde+c{_lYQa!4h2*l2wpM3OW3&Jh?nkM_rqstlx_fP3O?A1xXdc=1J;cm@ex zq)qny?ohl4 zCa)N0swh;}wY~9aArwB<*Ao0~O!E@BxEOD5Bj-PmJxp(3_Eubj|r-va??gse4KEhZaxL{}XMB>Uk)C z-lg|c`^>xYte;+m>5tIzLh*d3W4DO4S!wnG{gPqzVyGSI>N+CJkz)TSGwUC;H~{XS z!X}yGpMdW~{U;}TUEVkYj~`*@J0V}zxz}ko56&ya_4Zi0jW4GPL~?f>#uDrJ*I-<| zNH591yb~|Jrk?m)a?vMX>!@oHx`(i*jjBUd2Hkfq^xp&RF%f{r%4wNz^ONHiRAek!C zkI;NPD?Ll+{V+89ev;w&7yM~Y%Wm{Z-Hr{k%Dj6e%O|JrUh!)rYyHO;dXwomGT(?Z zxx?)ZnfrKDVR|LITsb}d37B$zEQsF85SblF=NfaNzLvrB2i96on(=(CFwaZX z!>kKW7U{d$><2Qt)8e0t)A|c~7X` z$KR8^Hj*XR)w9~<&0}^hWG6o1ojHhw))ai7C~WjM@q0Q3J`S_zc|&u!E~Ue83`r)om&p7i9p5u% zJ6uTK$P$jNXP;CYe1T^Du>2~L=B>hdh$iRG3!-5cElcv;z0Ox>w~-=V)>wZ}qxx_d zq(yyK&D29`ttE3^R^tEQe7;@&P1CGF$Sjc>mUoGx2SM{+7WoinE!n#m84ANUwHGV&|fdKzn;&xU!%_$U;Xix+ix zNY>fUWr?hPxRo9Dh0lTH4jaqSVWVFDpjlVr_19MkT$`qkZa9|eS2w~v@5ndNV1HJ4 znO|2C^X@3PFZqGa?fKM5znhbB5qz@3Y9haB{!}e5f6)e}Yj_QVr4W3GqB{ z-dmd0E;lPSc6=wECoB9>xH$!<)?>_AlHQ}&YmM|J#;3kPzM)-Sfcs*YZim8lEq*m( zp76}T++=Hg&g}Uqnd{?ZA3pK~P2ORjBiTHaaFZV^yFOC`=oYr?$6mi+ZF1XP4V7jX zo@!Lhv^W5&C+MdTuR2o9PCd*{>^|RkSzU6Re{IN-ZwyV`m!-nV$80sb;JZk25+qYm zR{bAK>tvhzkCadN+<^rjp~V!KH-yYj5Np9&gM1pwRyAo~(^Xj)aTA1-ov|D?edK;D z-(~WKrMdXiowh&tb{ZczU4$vE?KqZx7UyznmTr=Yd2%` z5YlXBuX@_#y<~NMwT>Ju@T0tbyYaqa_+OV7w1dZq;`#ZwJrEoIV5`K+KlpHc(sw82 z{q(2{)9mtI=lAUxz5#D0hzT>y5bMO()~?z??kz??U%UUg?;X^~U=*vSFyx+uZ+#W z_t`a-K6{YlMt-oBoO8{Bm1tauRJ$BK5~9oTCC@e1xuys|{z-)HMfS_|yiA-w+W41{ z^jp|1C*{jp^o4zPJiG_@+%I<^%^Ff>&C!EwTb;%$jF2^rWz06&(cBw?g|X^QsMqG_ zv#_NbR$L~2Cfm}>SX#x=&0@j|eYP@ga+!X^Uk=5ZWbOR}+ST+vQuH}h`*r+yw(}!l zQ`-4o$@e@28<4xW`6C&wesr{y<6q;zC_SIz_;74`4*zavhn7$%&z9v$*inzCL31}t zOrX`_^cYC9WRyrf(35a$DA{ioQ?{^k>T0ZXeOv94DIzPf?t|h*zTu^}1bJ{m8VER_b-cS2E?AB4-{oLo& zTG}BlzNqJ|tdop2-RSe55qpv6FE;E!<{R|YT~F_c=xecgIVr2syeRpO6&t=}=d6jV zF47jG=Kvg-#sABa?h@@L(Yc6ruNx`r0!|hYKJ!!B2=m!8bv0Izr7Yx*5oOQkNq1o3 z2KqH5@ereZ=va0&pB3=(IHXFGe9FFHx1B^4wjMmQlm-lYjMK>Q4 z&w_PoNL&cl_aQo%|L^7tzmp?#{{F73QxN@=y(|^QTjRl8*6xEx$$MW(FT;%WysCG26Jw_MKXn<-aOQmW+UnSixKf8N^cNFfX5&HlnChKfwY&w_THccV>0XiBsX9oc=FhR%NY@ z!?-DQYv{@iKJRhnW%4Y8#fKv2p^(bkhq-L{si<6pf0PqFE*HyB_iw4AN5N^jQS%PB zFLvB${J!)q%K|sS{Ts}B-xV#)6p!OeA$&U*>+U9TV|NjCabPy>UZVStBF8qoYk>_d z*m?zq6yr5T;CnnGi|I$L|{vqwF^xJ`R+c0i5Zz>6;MI@^$W)u>s z7V(--upv*?r(#NT(Xlp32H?PEMJTq^<9)m)1XC_PjVlDD6aW<5y zljcRZbs}pj=%m_C@|^xzp!w})lz+9WuJvj-S7)*JeCznwEOD{FQ}O9f*B!=lR*S_$ zv3dxJk_&PPNwYI)11wK4%XVkI)DgIrMjdFl0qXy-(r4^4-rP8qw!PgwoGcDZ#I97c zd)Q1i)SXVAhCii;mmHbv(H2(|N=CbOd~O0c z*PACE;fp`&;e4KRGIssM@(rPO8!gt*KN;h)7xM!QTIC*LKbGt+dQQ>eZkBkEuTR7C z!;R2~^)`zd{YA-#Ak=_e!qlV4QHbQ5_46in9>E6fNYk5#{b9smta~{LZezJi==Lw2 zo-$r`A3q1le?-E2NK;b``jDq3=h7?2{Eo)M^;WY0|8wZ_5-(rM(_Vw$shHgZH;$t5 z8d7fHsW-7evK*DA$rD(ST1yY;zYX7hfo%r3_6PbM3X?Nv+Sl1UalMkwF4Hzo`7U?W zMz|g?QY?11DhB>Qi=IY4nU5aE3)-{hG0=Mz5;wplRaVQw@&oa61^(2*+uN~VUtXS- zU3ZBQ53+OG)XENT(f+dXgtJy4Xw^BLr zaav@L_fs_550mHf#qAKB$2wQ?pZ3^rsJn~%NHJU=Ek)nwVYQw7Gu$Dxz_pU1=q&x+ z&Sw_V@?h6h$CqT-EKQ$8l+@<@7@Ci;>s7ujK7+LjNtgGUN8s*nv_HnYQIyohSt?nq z%Zno~(&#xYZ*qMT$1j0X>bAv;KPB69V%kKp^eWuws{b?nE@qTd{7wet*5X<+TWv6_ zZ)V+(AvMWJ&+BtIMy9sfY7*}>-_9^<=9U+E+o!IGZpmVLFE4({neXBBz7cx3DsM89 zWjeK02jbCS68_;>_A~yh|7E02KK5joO(wlmUYq4!p)OWtS5J5L>g}&Q7x|CYpTqbR z-d7i6eiJEXZC(<*Aw z(+EGZ^QGe5Qj(-L_6rz0R*#Edajfq=vvFe^J3g*eM@&Bj$Lg}h^&0p8DY2H{(X3>1>I3E}9!+_KSU+MQ-u>Ic} z`lftsEeVd)$13tZggs?=NAi|!GEQngzs`2q3()|^BWU@9wkOiyVpi$EX89)k19>jx z|E)>06*nq~5Lv&q#7H0Ntt~s1hi6L`s}HBFBEfFIjM zn_VkKIM#;JYsofGexUpEzUlHW@e#deL4eAC&O?r z%OzV`W52Uru`F%Q)c*kTCw5*;@;7O4lX%cyug_xktK@i#_dSA5ABlFU&66DRH;BmZ z;=_&n=QKR(Ym~gN?M9wFGkrtvlYN)U_t509njk)w!Q@mUNk;kW_)R@>U8TQCj{i{* zlk=3}d6rC`)!yPpb3FK%*WSk#soQb}-1dP<2X;?gwXXF2(-kXNFnLZMz@u^cs>)uI z$#R2UvZn6^%ou3Q(XPuLz8x%+w{&g!Vb-bKN}^;VdR@z`eyRwOth67l^(p$Bro}9n zylV#O2)WX*_!hR4j5m!99w%v@Y0V&GvbW?t^lQd{PcH}S@n7vnh{{=sKGNTxLg+l4 z{I4JmJ*}5&wCHQRv3jjX&(pM;#}=)z^;r?&JIu(+fP;*`hexg#zbfL-GB#?3x#x=d zlU(^5zkCA2k^$)&=vL9ovu5SbMAX4FI$eu4n9vEy?Fn$_po*L)4T&)}uULFWn{l~t8bx}V7%(0e}JZOs43*jEotaC@sG zWqDX(e*Y=I*$6?|1xrjGi7NadVtaw#yAzGQrPj#!U99%te!V;Hzfc14Z_uwM_Pv zTa7&ej&1mAo}1*GZ6oa)h`8TibaDw5c3pMj4~5rU9LSEUA;xRK76-XsxK{M~i`8mE zc|EThhi%=l;snf_4Xr1!va+~+GYlTaudKHYkF!c`JT81B7F2W9CD3}2-Lv-hK`c!! z&`u)yKYHs$mdk07`~Q-x_oKh_RO(K4`HrmT=(jX1OY_P+4ST>}6UE6gn6QwqT){7c z@>jTD0khA=`;Yj_d_NaJE-Mlr76TjM?l};8+^44c_(8lGuHU+1!>_FWJD-^;%Dm*7 zuduy4FMQe+*lyML zz3e`Yme=Srl5K&-2G$&l+kM&eFHx+j|NocM_a4#c7P=iz;#3y?Oix+c+|J!nQGGTv zMo(I{63JdMLJ4w|#OPE%DkiSxxx*S>kgBq0lk+ii!30O{$EH+htf1!;jGPrNE1=p! z1f9f&Bl*W3g6^+^J!I?$ByTl4INKz;R`V57{9ZwJM-Dm`c8$r z3beW2`L1+XENu0b0)vPiI?lXBp9h&4G?ppG86KAgDI|tJ^v*2iF zO0xQ^;=+U4o=KnEM6|N>J%ncU+bp*a`K2JTo#T9F%DeRTgsaA3*scDWA@XMh`@e8Vw$uB`-vWcD zL-Q)0{Ely7%P?*XX0Fk4f7-2O-?w?gWw0550jbcmjji6py-P{>FDpzSdsD1BTU0!d z1g+rF#!vF)&*j_wX#y z&fs^g>6G0QSz%q7rw;J@K3DeSC37IxPQ1&#*e@(s2V%YGQ<9goG&|UPk7*?A0-_z?3vq0E*uhHIfkC+{Ne`8e_ zT+3U?RB)&YyONmj04`2tm3QEim0cyEFp?+DqkB)$C3lVUM4>QdH@&hdq9%^56dy`M zKEBF0#YK&&J;|bxecr1e*9g~F zzsMAw_SkW*&%O3W?0BE|wZOIMu*g&Mui3jFr2oUyeR%8LEV`V%4{&9kG2DYsjrGw@ zOgNQ|t}q`wAu{~QdUNpO5wpOjMjil*%!a!iS?#apX4JfU&fCS*c5kKK#ZXSI)yGMc zXGd$DeZs7hnzt3i%ja0@E&qQ4u}@h0GWP3)Y43|px3R&k7<(mjr@-xW_WXz+e&*;5 z*zU%^te(z0zf_H$rp*TZy#kj%MBwM}>SsQYx_n1D^Lv3zz03}$(r^s^@UZSE_zKpj@D$)^TIqMzl`Ra^qJj!NBDOFi5?}-v*b7uKVQey zL)mGWv9bsCc6{C7+HXj3r?L0tXI;g-R7o6R7RcL_#YW89`%if6zihNXKaDUi^`q)L zGlDctMU{JK+ZlGZ;=(VY*Ay})qu+0M*x09y_;R5*RmrDc**SIaQla8|SB}-TIFEV< z3ktLRwe-k6NKuSki0jFJm%KHVX)>pPE7>8?i~r=AZ9T{C*8i=Lyi40uwXa9Q6M4=e zwl0Dx$2}nG%x& zZi{*Cvx0k}b4fIqM?D9}WQu&#r)0z`N{$2RQ;j`tUm*(9Up z*|Lc~kHG3?1<@zjtD5Sghf$NEy0Z2sx$}98FP)C9se+c(_G|TenYcEP)v|_q9uB6` z%QND~dV1U^!dJtOa>lI&jakknyG>_0wc{NJu-aC#ZHN1t#y&y+FJZ%UXAfhUWF%VW zQzu7T!S_2pd;)%M#f8XI#rgju=}y3PtiCpYD{~^vB`Q-Xkp`(WN|7Ro^iNXJoF;Q5 z4G3jO$yA97(O`&#P*M~k86!!dQfZQu>-*j3yUyi!&-?CSt$W>T?dN@-z1P|fkx13V zntHN$Q>~!&b6PaQ|K=?BtQDoHzmqHF3;vfU>)As)N96qr*4OaZ2YFR%h^)o273|Z1 zbdT|dx;`y|GpWhffn6`N`nF+>-q!c6cz!5sPKUv#{IEKiQmttd=JaES#HVg%scR)z zL*u_Nx}^7-vEBn%b&-DMNVEyZ&*LE-@$L{hWIz2oFuO^+Ql!1f>!oJu=d-z5e-E`h zm1v3Y4YA@1xPQo2PmwZMge4xu2)kdKSFd7>VN_VoLIh zjlsy&efWr!HN?12Au!u4sVMvmoN{us85H8_D@D=+jl6>OQ(0`EdH*0wu0CJnLrZvj zF&0nGv^nP3uE!`k9I4MeYD;up1zqre+ zC&KS7T77BtstwV8WQ<0$$dXFek78X(vt_qHqV6^9`2bC>BE?qo&(-rpadRmy=DG5V zyystNx8=RnNwEY9$(O#82R(#iOL@gC%r46^2jP1%VDw_|L)c&g4y2~|({#x>yr#xk zP4137e}D1eI+3Ui4m^m(^F@|fJ}Zs)tN38-If8`q{d@wM*XZ8}Z=V+*ekMs@^QUTL zV#-mhGtuv?uFW8K8vT0XMQfaX3&P#}JE*`qAG2L{UR=Y1w^*w_7e#x*b+=g3(rVM! zNXN5$_FiRI@Bc6$d5qg=n;mP@Xwr%u?=Z{zJR-YM*IOq~V43WxtxxAx@Oy)ubJy+# zICr$ZW|!N`{Nf7j7W3pm`W?qpa>k{&mbbxgBd(u;tz+3?0z^I{Nh;8Mg=2Ys)q{q~ zhx;aWw53f$zVZQ^w=;V)?>yw{u|3(p;SW_skTPUg%y&{jHc#F+(J(p7N_n0ANuz1I z%DemHM}6=0p=oNgj<+sW5h?x$tCL+BoGgB)cJ@AOO|HIQVb%wGy1@2%pY1QI-7Z!y zVXx#v=*&9Fpge^Yl56|if|+KEYmZumerD$f$WYFR?Y&O!qK8;`AGR;HQnjXMb3S>p zIiJUkb@cy5y!ju57Gm2iFg=$)WEaL$Jh>=j&NObSrOtwJs*cwe%TteTC)|!^x5J^H z`(lq+19N_GvH7d9@G8>QGQvg(6lLL_ynQ{kSN3^N)_lU6l5a4{75*khmL$p9blb~j z*>gAQ>we|KO^rTKWGX|N-q1dU{@Zaq^+v9w%>t2dnDu@)ee!(wa31g* zSsoSRc9VM`KCQNXokNld?D7dleX8HjwCn|;haodwyJ8~dsTkP>hsPVS96x@a6}z+P zOYD=gvGuXEiBUi1F;nrsE*~1@cXEt$Fhah8lo1zJvfxI&SCjcKk`AHUbWtJMX*+Ab z0M^fv?41JtdyoCbLbfk_l0D{AOe(?VSKw6@yn_3NJW_I*k!iaYFR^4k1Cm0s?z8@>*F70%>A4aIG9~u$qRV4 zRjVg{OvLxexRlIIl`u8+qDr&aQuE(u^qkR5-Gd`>_^ zi)i0cd>Y8RlkM?J{7ROsWZX(Nyfvc0EBZ{rg=M7tg7+oMz;mSP$O6^)ZSr?^)c0Q8 zzt>oI!Lufr&o^^Nt+U@GnFp)F^hjE-;Ex}$;_EP3$x|<2&s|#Ij3Ez*#n-b&o>;#K z@jbBn53jcR>{gm3ciG*d%K{@MH&k*W&oW{$EsBfm!?hU%-8@AbUvPakOSJhGgPR)l zaEyBZM!5q$N{^!S&Go{8FlfdWV_4@?GM&n2ABMtF1-#pLbOs=)hV1qNE z)rbYoqIs%}-R`~IpU4h_(mbaXUrpukvUIzZXI6pEHtZh7UQh7I+?VSMx#W4tovUIZ zSF)?+Ui@1uc1FQn!rEkip0`%OgAUsMC|(pc$^dvA!5T-9>U!vmG5_(TJAyR^d)1vp z*|#`TB%O=_sYABY_2np|-2?US@H5rB?;-C-V{X8=^7@|SuQT~X>Zli|*Q?^j4E@^j zt3J4NAr{rav+7WJpEVxfspI%V7qgtpHiOLALVTNOwyM^kugKbve2JoGnzLzvk6gzK zPd8$+M4!w42lB)4^=KG&HquPvEW-FDY>^!t=dA5iqzC*B*w@<24-oxRx*w`KYoC~FVgFnvy z$qkxXzR6&>qF@C*!Q2;;FJ9A#Z1W)b7k^JikEg`A6AL8Cxr6;(p^PC%3G5u{v!ak4 zNz1oIwbfqj&#xv}zl!2v1#|4e$g+MHf>BMql8JJPk+Zun)f30k?En}iTFw?tJ~sAN zE$8sHrBGPQM#;q4q5#(-cyKx!-3^yxvAG#8&B6WKS@|=py9f7%!nc7La=znZNY=p9 zWM)5_AN^vc%dnub*{bVRhd+%rdQK+gxk=8G9PagWe!IpBw~8g77F&-NCwIZUwpS&g zS=c8HV7MPiuA@P6ALI#KDvTvVWLwCWr+xBiBvaE0XiWF}Z=R6aY1PcT%xA|MJLl5M zu+!Jr(3@PzeA?J}Uy5;!tySe+sSMZRZx}u8ot$IIDYW~H(2%8nr`;uNk_?9z8*c{w zG$GdzEFZ)>--6$>MtIhmQy$NgSGX#Ren-EJth@@wpZK}fwcSrJScn7P!9IIYPc!#q zR?Uw1WoF1enw)+7jn;pV;bzu884EuleRht{z_2A`naR47eO3t%29qSG_Fl%{``BY2 zd>?i#vq;3x^Oe!G%6gq|kWZR(Ev=G8FHb@1S{wf+?MWE+E~EzW>F;TByfHTTWC+om6GB@?xE!zOEGKTLfAa(y)tk<+}}_5MwXK~|I(xv zcHTvb4KO)O@0>~-3-#aOn5v178~;NLxqz%IakC9Qvy=Z4_%?@g_LW@^+a3Nr!f*b+ zPC&9aCg0dJF*fJOn*01Sd})M_AF=*Y>&t3*pT#oC0$B#*M$xbf_Wtc^X#x%%Z*|OB z`s|HN9{*3wc%8W1M&G09pPUZY@x)CKNxklOME@T|&^*c9j`71_er-nO zyg`PXMoKO4^{m?l9=+&s6*Nxb>)(?2ZC+4Z4o{4&ERy>UL}^DO@{2% z&XvtIB>K?nT&?A9$N-W2anX3F=)3|$^6lwhb036-?euuh9LbN~iOeU#=3G6qUvn%y z4iy1DD_Et9X_>q@$;W)Enfn@XqIpvZER`dY8|NqUwDd1kVej+z7i3!E{}ZwJYoizD zg~?o#oIB5A=co925E=GB_*fp6`}M2%=Q0w0#1mE+Wk0AMAWC2BO6PR;zuRXYu-`rw z`-M-Q%j!$TlRsIg7skD9yuBE7zCJ@)=TSfHd4BH8Ri|~Hb!@&Cphm(P+fyp_LCgUnq}n=R5MufRjD1(I?4MV|MB8K0xqbboh))g=CNt|+)d&yrf? zS=@Ll&sU^)f@d5ChwUuc+V_w@jo;b&ki9*9_)jtlH?q3qThC2on#ZOe>2*EEoM`4e zXFE-#e_Y=$;h#FTi=gnR@!p2f5qSM31amg(Cu2YD`r{91tu+509@7eoQ)?`>yK<@~ zdt6fisTmxnLFxmeCJ)UkM$EIkL-9ZNi0k8d7h^Ob;Z_z%-O*p!Zld2`@w8u9X0Vm5 zo>5*dV9=NN_CIKR35j1}{R0bqV7{g>x*4N8i&8WE9N?Yc+l3u+qW=}lI~14JxIQV3 zmpO&^GECpa_T*ieO{-~UPTukljrcHWuJLLBNt0dkOj=$idTwNctgg)=n=II43)Z9k zMBAM(xY0=Ox(=DeKB+l&37Nm~_g#=_35(IOh89<|VNv!=R?Pn9OfH3md^)G~p7wcHx*g|tY9zKc z+b;zxaVD zKDCNw9x2}R!u#&@{!tA0+ISVApWMusllWP4EY<2lo-#mGTTT0W^nVB+QmY_UBc8(h z|43ZS``g9UF)TTjj<1>{S5@yB=P4Y&N@O`22B+XkU+?B#W=Z4Bx8hugi(B;Qs{b&& zSV@jA#o+(wT0`H>EU+3k3hR?B>LtmzjyV8%#o7+E{o4Qi^vk`E z-7L9ApUe1OTfE$0jPtGLlYEkBeh3>aCv|ZnKPX~$#<*mYZAjY0tb?plZD}wPN1i6l zLZc=_&l$$Qi3O6=JGm)G8o58&yRl4tf8Fo>d=vfvTdpMQb}f@>p%i8|F#Bz^+K>Ia z6kPAU!nV6%a0opfGw$tXsm%wr^V~6XA4EdW|4JS8w8NSlfoKI@CmF#VN zKHBSKrmYB%cS&8ytl#mIYAm>g<>!kB^^Exey<1|&bJn=G@n}30QsFLn0kf;=bWymv zKG{9_m_gnCYF$ZIi4WK}=h2#z=qfGBKsyym?!<^>7Rwc35X%0B zhk0c350{0@Cwk|OR96fWf>sS@}a=`JU47p%X;Ro6l6 z@TSp+Vq<4fKF=H)V*2MWd

    M(P29l<@9GS_}n0pY!ji5H%jj5=HyN*QYUYF_R)>g zb2v}ReW&aUnWJ@czHuX2hFVkpFkdsimOAXeK>9?M?9bbNvz{fN{+&E)lJ8a7vzTm3 zb$DFzW|g7gm6%$D?eh&YHRS$;)4MdziJz9P8**lPH_aztVk!%NuXSoPzYFr2+H{zgrn zmz*~}pVafMS2_1EPyZ*(nmQ(DnLjn@s^L&+to@H|9^*^3`OkcxPBzk4xSPE-$xyjZ ztj<%@)Z944$lclO4|1nA@i(+Qm^F&v+5B*59_jtuXMLRHsg7C$ zy2;;~y$B^C^*7nFTHQgK-7ww*&uUomuWOk7cu#f)b~n>aRJi_8z0=53jQ`cck&5*0PN(F&JWX8a%d5KU(TV3hWzPDLJXa*I zBuf8EqTELuO_wuC5QNI(|D9xA$g{Gmdp~3Ero*AoJeW>Li-E7RQ1)VUhf(tGKW*+E zu)77X-shEFNR)bsN8-mtR=@*kQ5~{_Y0-pjr@I17wx#!7(|)R5cFrcd+9f!B59|Di zUoToiQbA)4ybgl#)hv+A7-vB2E&sZ(-L*bDuHc*MPNP3VpEL0xdAnaH>t*=7jz1rY z)880*9KN*m`(w7xS^CrA(7@}FuxZ1t#h_IRPo9EJ&bl7}%PB@X8W#1$2`c&5qV#w_YVat%4T?_y7M|n)o0~ud@av1pQc|6wrfekRGZzO zy>}XEg|#P{_E(S~-wLngsd?&?-J&CSRu7|JgE_CW;n5^Y9q}}L^ljSvWFwcg2 z!1@UKpU$d}!z5=Ax*BaF#`J*jGSWUF7Vct+Vfxk5KD&la!mWk;sW{zpckCZyjAGR< z$(4G1t5~TdG;a5KDG|Fk>CWdJyWp}%v??uD{Q-lCg9J-K{HLyF+bV}i6KT-c@+CN6G!}-&Z`kZLC?63PB8!m)pNB@6` zB?}r{rGD>C~o}(80X#v)ppnHWPtzQgg8JvcKzj zJa|>q%31HKM(H9F=KjzEs7z$VOSNjO_hl@ZQzJv^^(i)1C-48CXJ2K`1zHTE;}r5< z%@=FX>r1|IqBU!y>xV<(ovVoC(%Wer>`kUWeeyD9U%^7V*}f4;F30(!^!x%xn~7|% z@T6(xD#ag@*Zd_oOtZq~*~>mG&GU?$Fq;jN-n2~JnMd?G4D;4_-J4XCN!lB-dwqT~ zyL_wvajcg+tBuU~p4c?bDtiVFzv}hd(CER3eq)I(SiME;xrvn7OP?&XsrGj-wx*U& zo^?#Ou6$+ACH|^ohQee^ZP}bSPkqa!bV(+fZtQU*6i>yHV)&Ii2!*YMwP05rn^&2! zx&O~0Q$Jd~2&*?S;a$>B7fIK7XLLc#{){xGjFB8HUt?Y$ww~_uF21?E#hbqrse6-g zJpL`mg!&@>c33Bu=1(F-XBIx3JX6T<4oO$C^)*n8mGAPeu88*Rl5@FXCLsz zBZ<928mLC=|`iPF-o1s7bi@@UtZFWKHCGs4I zsmFMCwjPDV^0Iud0~}MAIT>7Y*DZCx)_OGp77b}%ns+4A_IeDiZr!<8>(#89r#x4Z z>s+WNPiV3%Cj(jw7P(M-ecbOGdGKUneZ zX$-X@&lRsa;#2CAJZ^nUg|d^a8mY3{m;{aRd=&X!X8Tmj$ga`njI zk63rE__SKDQSfNNGn&EUIsSbwPPW#v1;kg9;2L8MgHks-Pow#-ICYucH+waaH9m&( za9;I>*}fKICPVHFGyIF$-?Q*~QFI5-DTcfMKq7m~o@U{;xO*d3x8+S0FsL>Oz7p*c zk7jClnGv(&dq_cC8%_EH$yCGdn~iv}ejl*R?GSm=YPtj(?O6IRZ2TS<4rICYV$>d7 zD@D%K&%T!?<4O34SrTz_$LU`Zyp1pU4zLy$wY|HD|J7xQRQTE72tQ%p3>qB9!ihrF zjgY*yjrB{dwr!$9@=IqQ>1X(n`xMEK^9b8K%c=v|?{RTsF2r*3dxSn8vfUAW%JbtJ z`M?e_=31kzB<&JbT?nThto4i8Q=j<*mONJf{*Wmvrmy6`b?LUzNd4KUlNpmqv85UJ z$A@j?=?v#dq)Gmb(^$I#{R@-+9SG&lan7P{!_|Mac!U(qMbA_gOFg}bBwESahLWY9 ztBs|``;rvR;oCq&dI4vXF@GT+$O+(K#;i-?)G;2&3(g|fQlBRmPj*$bFSxSrDWZ2a z_9l2<TYA* z`gFV>^YUFZ-vRG~esU&Wf@u?Y&2VGnY2H@zo+qLuf5Npe83oHXSo&MCje};M@U7vG z;ao{*J%b;)-})ZSI^*DLJU+RtC(-g2(K#nUpEAQd9J&>Ar~7NB`G)$p2AXHPYMDWo zYWn%&Dh);Kg)?ssYU&(9(&=KJ1E82U>9a(@8m-)m;E#YM9pEwo55zWRWI%G zMCMd$b_4VNNc$nYaE~aMXTDol_eB~ct3qGVqYE9L<{3ZZ-Df!XAk9D zZjui{Z^F2)Vk>o(ABm;a`b7x;|u9csI z)BO->Aofhfxid*N+lb-n*#+Nb^CV#nn;xWZO`h_Cp0(&u)U`)bw(H8isR_T%>*hwN zs&`{}WLNmL^y=w%SF33S{{0;;zHQWJM8HkBll_i4fzwh{O9sm~X>gIb_R;-#Y}w;= zD!^9pdJ1ctfosX__Z7LbSN>fsKGLtfc0XdtQAU2koKMp~b(rV)ya6x$!CaqUeruL^ zjdiE9?N)MpD~|3Z|94iSv$XrvJGtjPjz8Su^NK8=+TN8Q+JpxUVbOod@Q)crm_KK> zZ(-~5#&5?STQGN!pV%g~-Nxg{se1fFwmh>xkY>~P@8vA9zTp4dExgqg&Iu&xqSp^1 z?pHpm59!s$xtyMzNVt{dm(g^&(Njgfm>#7u_fCD<)2g&sF$hZ+!Ml&q-^0S+aQ+7j zE&{QeuxP$l|G$^5vz}Xd+}YOI*;;?Y0<&DT6ledV^!*ZQl_Bw*c-h8hlVEd_K7IJ_ zk9y_aL~78BIB{-@=Cn4A4(7vn`a9(RmUx8Y^7^ycnu z@__DwO&R0nDfMtxK9+2G`kLK+Idxs%EYIQnIFYL>IhV0fGAY~y*%u0YaesehxAjM2 z?Kv2|gzx7}^Eg~@=Q`vXzi+|HOUYRTGcFaa%8`2p9j3vc9rkX<-wz6|>2Jf8kFli} zFIb8lE7|Z8@vjkC-!$^iX3oi;YsvH;c|Y*?IDK;8{z+c`G3GTA4Xe}PF$}7Q`y(Kk z^We#AIh194!1PRgrowR+G?ICutzJ0=wH9JooxY;a26Of|Zq6>hPn$~oZnFO`r`3r@ zyphjbU==6uzy)AM38cuSTr$kgKUGEcpVj%m}~pgoBOd$rE}jh4`;2BU{?XeZ5| z!m0Xj=}oJr*}aE04e;Pdc>fHGA>O;sh{;=61UeTO;RdZ{LhDi1`VbEX7&&>*avhX& z^^>%13#~7#r+fr}8}g5$pBCaM|vi2Wh;E7Uj&oO_aC}qKWA}$S}v~@yBg^IQ4BST7~LCu^fzR zk~rDN-ZS69V$r&Sb?_ouUQhG*N>7@d=hN&wxkv0s-G)b8546?0j;p9Gte$h%xw<~q zwQFIFY{BMDAn}4L$n!+2e|@@4ynajk*ul?or}1(Ao7zyRDRnRp$^N~iFv{NT;(F)) zWgGFbDf^~Y&q-qL3G8w_ESBO`H8@@8{q-b!MjUy?cr$UoAvxExQ%-{BwAbNSa~J=d z%QHKQRxQb!3_}wj*IHy5$l_lbsisd)!i*-yFJ-(3X_9J18}N08Sb82?_S82OuyTD; ziXD&j*%x%W3&!V@Hcw(d#MUynlRLqkje0chgaMV>sP%*ZL(x(w!`Q z5Kqa@XOc1*vXU9)R2=`$d^JR@yP=qC(bq(R z@3no!oQGj<_N1ix@u60db+qY=Yt7BpUF)VaOXZLK&AkEtpLQ*G82@j2E8haR9BI`4z|xG#mBf&9KTu@c>eD+Tuq|In3?Z%^GVvu`0siD zdCW|Or=7gyO8+mlicNsgN-eL4dUn_(R&C+$$!vA5$odAIhSN7sNK+r@0~jAn>X+Dd zq6l{{Z7V>g0y)d@oCmm6hLEfVi8{F6yB*uNutaV4XluTgjCDDQlP~&EK9wiW zllb^)q{!3z?V?d%*GoCIntK|Tk#MT`dI&y^r$yGD&OGcEqZj2BxuK5tEs5h*QXnKYEkc`&h;5qg+IuU{AL$Jt1-0i5HpvMcQ=5wI5A zk}dE<8s`k|P?nmr^O}yt@@vj$)p2g?8knI?fKW2ub;ZxVE+K{}3 zrdPNQ%30@|y^|~dX;zlbtdVMtsijcfNY}Dk?$JNxr!=ke%(pasiov8P%>UK83h!RW zUUO+u1XHuyBUjPO&D9!)jq$Q43+4pcFjj6$>lq^4oji8DKGk8e1UF}4{yStE4}<@- zOD3zt_h_7IA9LxF>fX!oqP5R1gxzI)jz(`WOTD(CY_nO7Q9l5Kdm! z>uFZZJhwo20ULERU!K?}gWmwNY@*Y*xW7Y-8NB{C+_@H-i+OoFC_OIH<|^=PBd*}P zIq}*9qq^|eoGre{-&0xjAFM7aCe6UyoPo|W#(J2Vd^wAG%}?Grj@}2d&@?`g{fjkN zJm-k#m^(Xw4)^&DV&3~CD2Aok>AM&oI+67xQSpA-meqS0tU8L6qiOvenL4uK{ba9- z->2|}WQ2YJ8=j2#JTZ~(?l^!`;W+5iJ?r@=8Kxf`?E zi85vIJ7;rS=zks=MzQ|=Z2uWH99SS%88$3Kw@M=RvrxI6-9GX6<+ON|6sa@&JiaEQ z+HM*&#qSwxekrT9CwV8{bqcS~9)T-haTbej_IW*4AHp+E@c%0!OmfEFfj1A6WwTF5 z;(yME%*5K>B!9*|y4-`|Cvdy@8A0CTUDYntE)}H*!t!5i>Z9FQ8Z5-Fwb(PtD)1mJQY*RxgwDX=2pJRG@OWcyd&=4|+kc$vIDca!@I>(%cN zUCe%G=(zwksWR2V`wMXGHr{pwy}n_~iS&PyZh!KW)HdD;vAGbuxL|!st+obuu+#d` z#HXi;3LDvBF?n;2@GD$?L7Nvvzy9?9+T4YB)*jxSdg`rkIlGaIKzO0JF;kyp#3_#f z`&nB~^6zd|@5)=hFhezc&bJ=SwjQhykqVJ4HK6j{s6Q;Shw?WO^96dpLYvpS+*>J2`lbt5n%%_Sar+McnnjR0^ZX`b*-ybH=Qa#Qf!{yjq zi?mYeX<4ofJEH%10u~4rPfodmjaSOtH^Amo?~Q@QE_nY5iA`Sh zplkL@&eH1y(WRbw@{Oj4$T0zTPGhnqIosM+gy_jWuA+pnh4Tm0{A>}n=L9L-ys zTRrv{Ba(fmH=aME?~f$-(>jqSZiPwT5)P}`;U)+lX{3etv6}W7^M3mL2iXTOW+Cg{ zZJ{3-C>RoAUFvI$)dMFG#}t6t7WPf9b%;3<{e`7I!)iY_?g{pxifbF zyZ!^C_n=mk^~aO?9P80vUQNcX$8qd!>rARTjhq55eAAbT?PBFs|S! z$+dk0t_x~YC;Ss0CHFWidfulKpi+!Kr3UKt)|D<| zLw25*Bi$tOJ!qr>G?_u8)Zy(;isW>DgqCv)zOQEQ=R?+$e#W?&?=8WdKa83a_Jv3{ zlnt{_b-GWIdp|ozu7<@=DO3UB}J^3Bzgo>8nS-&T%LkCtugo(BW7QIt}arkD)qM(YMq>)`}kSb z+a*Rn$eb_p=HqZ>t#@~ zx7N|UDSt^;!0dkBNZN(GvR#1;)AT!CH2I_;M$E8=6vq0V;_SgJ+FpdJ!b6Mt*=6*M zl(>>CX!)*~XG9rMTLqES4=GBnqVTB(#huz+ zV4cps#LZ-B%Bx#L^Hz*pX&pJ;JfGuM&J6aa@s zZ=n7AWawnhPqBP6E$=I^^Ci4uHUD^0{5+Xf$rw8u!kY@LKY|4N#EjoX`e(4bD&8Cl z*~;v*9(Su_=N(!vHfNqGy(AtbZ^$|f%}$~N_&n*loEJU}Yjgg5nw7kq9@*oOJaMbMbAUBqpxGv4|4A61tI1^W+^ofe5DwQi zi8X!L;0p3qr*kQsd`6!&*l-QocBXAD^1UHGCvU+qV&IGHvji7XpSdlcx{D@9LhO8Y z>0z`9wElyp1I6B>=(5b!&Jts`PyHWoGP`UScsIGLrx+(Ss3t-2VW@q^#_!_jX$98Iv(iD{ z%hUVztkjL&&hXi}82_L6mTw4k&2SExE8zO)w9i?X53ph?Y!~C%t3FA+--#G`5i~C5 zGwbNIkd$ZmJkQP>WA9tIU6xdj;beA5q$>Q!@W`p{-Vr=q;V_in{%z7koGv1DnynEtT3K!K7!ZFEWVN-wxL_H zEuD^o8;y~Z0yA9Gz9e4%Y~HyL%HFf9>9zsh?V*=^7o#ElHTI-lM)Ex^CEHHd6c^w? zcA9r$>zxIoz7M0RSiexKJXfd;msRxM&+NlR#7T`i6*z|G`UoJqHaqR3=Xp`SkIk$*lJr?A|8q^Uvw?C~9`MNZ;OV%5{ln4LwF zG4=l|#6F6(fAQtiFP`nwjbmB_|RG zi|G4EpS^CM8-G96NLH8KqQnO@I)F^cCzOhjCy+Qh*FO^p>bNRQj*K|Vu(9{y|6*5dH(S-p<4te+o#fSUGQW?}sp(M)8ye%_SQb3ah%dwRbQpD|d3Faa z<`>92SHA@;IiE*tcSW++-0xV^ zz9wf*&JQ-%&#ZGE9jd@PmE_CP@MBXC)4SRENfu2t)a>ZE z+dB8Re@BscfU&0-br$`W@ZzOpSi>5L+2i=hI9M!ZuX${dJ9EwaE)L0L{Lk5ia?Iig*0n%A4DXz{ALuZ*qO`?tQ-bA?75z zQfKeHq1PtX8jY8`XqA)eqgdyCNX}rt-yk?rY`(z%IZN}Q{^zr4a+QBXgXheVj7ar( z%2c1Phx);AI*$Aoi+-)ex?Q9_hVDm^GMS0X;Cwkcr<&#t_WzTW2eJIS>@bp~Q+R0$ zR;vxuYmJl&s@ITfC@Fq}PHGJvsMUk4y408puy%t{e>Qem*3TX2!EEp{WU7dwHAS+k zF(f=BV5baY#tCX3OjqV-z=k(G(@$zyU?!uN& zcrX5+_|l5UY=XpZ{{Pchf7AR*Y+b{0IX8MepSm2saIFAL%C`8=bef7ikLPBLD>H=yV>L>cXfVL>l1jQiz@@hOB0_ zQDiDX>f`{q2ofK{VV5Y99hScuC3j+fFZeE;{r`<{=Onu4+)HmgX27{L3!QAXMEKs-?b!b zil^PZ{}vRoPx)eVZi2uttKUU%%ALvWbiSI`-VOg_$@LKlzJyF_lB|PzGILhsFE_GF za+2gE|9n^+&-Z4E4!c?RbzYhZ+owT)9FH0Z<4UeMTKYW-7q1g9ztgI|YnCZ~E+@rM zvR2}4`PNaE9#7MEqgZe%E$+5HG&N_Qx^CimPs8bF5-)?&IdHCH{^e}^CX7pxp`57j z9<*Lzr8YRc5_`_T+}p^~5of-IYXe-&&a4sawbrKte7=c>$3uTKi58Q0yeOAiS$W1X z&G?Vu>CwfcLy<98prr)!ECyV}g(I-21&op~Iqvu;+J?Llk{+cc~({8-p z^R;d%?&Z!=NBySbR7+kl0xGFn`!g*zL#i7Kes5*yiPsmfY%P9pn%31=_dd2+SRjAu zb~P7!AD~5R5+pl+F)M#Z_)LY%t1NZ_D?f&B%f;#3yC0}$?yr`@>Qs38l!j&Lp8XzQ zV@7NK)0c&J(c)ddQ{!8AQ@WnNdG<+^D*8Ve?oFLxxH8LuOss>xI8 zlkO05EM&R+`BSnW9SP&Tv`aSva3 z^?ArFqY7frL-d`)9>2pR6;+0b{Ri>wd>`z_w?;s^8rk0=)!8E2K(=p(^{LNP)9>9z zT&+b;8{DmZszX&b+icON8|LigXQ@kH#611^;s^*`;ySuNUhacPvQ^)MS94&VbtWf3 z{$b7RHa`gC=F+5`F|s%QW7_3T-DBSWf>%AqS6+qnShG(mxH|cd?OwvNuC67X$Cu=o z8G)mDR``}Vz9C&tR(y^GE3Fc(;lJFd*=aYhATFOxn-j&55Bc6_5Icq?Ho)dZ7HEd= zZFyELGv=O6Z_(#D@wq84JC22a^$W zhHUjoL$pylbn4|uExu}`~SH=9@O_;*A;WNOBDBiQp_?D~XsA7Nuw-bP-Hr_&kcdzYN|v0J_c zCivX|f` zx*to1>^y$Ons5R=C-Rv>Jn2*nN@exr0o+TrapKUhRgjZuTJ)+&SBs&Zn*N88V z@|4@WF05awD<0%0cLF=p<73D#Cf`(J-3i%U-uWBm=g^@ikG+;p&wyI$s7%L?t$2_u zMY#qj4AEYYJ`LZJoi{thE{5fuFkVTE$KkV3Y_3k?SIx5s!yYs5XRLodSs&*`IT`x8 zzNxpD48axk8wuT?@#kMY)0n)wXq0Tjx6}DP(fJH5wi@YS?NZJ7S8+NSxp$L18K)10 z-1As=jxny#?k`?*fCzsmkFJFWd4do>e#op_$k&RL^&t4Mc=-)`k0I?U2rqUGe!H2z z(RwDWFDi&Y_hR(*G@TB`diYVD?Y2Pb4)$9tnvBHkWg=0Y5Ijz{R5oZ&f@|?DC!=oB z;{!4IbMb0#!F6x0f5PsaKEDcPsgCn44@f59Ni@F&dsDT&Gw*9hul`tj2!tj;G1_^0wx?{rdg!BoQzMwdA*oWo&5W;|J7EooO{o?)ThY) z3ie$^=2Sx&gD=_jm#jTIM2mbw9d6_c$yUZp&lqEtcjjX24DE~J#vK0L$xja+mS>rZ zaUgq3l8y2|xHdOuFIXqrL7po-fW`T~{i?pXW7&#ysb8Bb{%bHKCo*p1Psww?+kMdg z%=@S~G6A0|(6BbY$y4K@#=M$j6)~y?U-+9gm%+2OR@2Da$%@jO-Oe%da8bJ{{PR8F z177xo_`85!**~0>=pO7??mFiY+N{IhSF!p{jQxwgd-Q1Iy*_5n$-h)_OC8R9hg~89 zyiKE>Vq|w~d<_UDL-DVy)eHg`z@h;kNQRN?FuE@0{V9s3CS~&696`fEMk~kb8XMyi zGyGhzs_w>+>Eui<@Skw#Kv;iel(BG$uZ+f%I%F(lhPz-?+666dDR_UNSb4U7$J6;6>qat6uOZK^ zd@d)2U#Im#zL;#9i}l~aQZ2>Up){DK^?a*YRTfHC-O<|j=Lv7Z@+9)!Mz;$^sa3H0 znaAXQ@@6CNX0hOrxVOC^k{2aWZRj7sl7rZNBu`1Mq+7(KpJR~x;!=CtH;o#1jLhX{8w?KEg7;qYYy2q!S*GQst_%6#wzXK!R*}q37$8JgC*#H zGo&Z6$Q5)gLxv7MzZYWJZ+*5kFxS(mTC*2QZy3EKKiCNU@7VKXvt;k=)6l3RD)fhY zDna$4-QPUy|DWaNp5nc@csMk&pKUB0l2IvDBD=9nH&~U%fZu&q*6ekyVad{wa}A5x zE4#~fL+W3#?0lZQN<{C-I_DcTr^dHg!7gIKueHx9_you@A` z+YShBwL<2)c7-^cJN}(%xzswCCy*O(q=~UFqSG{812uha=@D&kdx{WvzvnZUDIaWD@42j3Hn@cTo%X zRjZ42xywI>1dUl>AX)!oj~B()e~eR;bQhDYmX+lge97IMAMj!XA4*Na={%+(wEFwx zivl+1xk~Qer~XzkZRdKoruFJ}NH*~A7cngLqZZ@Al|D%(=IpRPT$?3$@s$-|EP0a8 zVQm3=chY_tFFi!7uDI~6pTgqMUpSFkj3@BQ;YPcLM-E`|>_+}kj~}ehRmfM->+i^2 z4Z0se;5YL;PLjd!&u*QLxU$t4$+ACCyJQ=BMucrb_SVo@0I$Yy8b#h8Soc%>X`$sS z{Ib26lZ+4_8tooquA=8?{8=Vme@~t~HMtkgWzGIAiIXGn9NfAVs)dcbiI4w8!q>4U z`H@!P%p&u@0F_^H{~GK{4b_~9Ob*4v**CfP*NI0Z#QIbzNq&u-JI+qff616ybk~u6 zKHERfW{r75@}*^8!U5RPg>;4J-GNPi;z@P%+sCFk)sS6U`HpuRn+(-w28Pw;%{ifX zFt*Icf@I@OmFYeHdXQJwVyjW+{Kq$fJ-nwerkAGkY#O)WSqrU8`!_ zpCi2cq;Yb3IH%NR^P}v5J&{ZmS+1w{H<0&bR!G+6oWpsLOy85|7~>U(SzR&Ubr}6m zi&P!yk3R!hzm{232`=C5Yhc-MJsxAX)X`|b0$-5fdtBHDyT)SJtq|`3@0!Lt+8B+s z%|5G~(92Hrz=M+fb-59a(C0_i zDnZXqMj6k;@-%BZ8{bEY%S50j*>W!CmxbTKVr@4zOE&W2xUh%hO?bo_ZHmxmI=nx! z5FTM#S$Bg00%mt3KxdD0!Yv%k^G<6+K_Bu`Kaqvd4bPKf0+>v_J7 z&lA!9faOa*dtRFk+E?`XwYW4H7hgAHRWm*6{YGNY+oXSx-E&X4y_s^Qko;YJ{iK$} zI`Uo3YRM1X0nTfo-V^7m;9sh)ujF?xL2ZcH$A}&mvidZ0Eb@19*C!kPLdYebMRI_& z!oE}rP3?@85c=Mn^78~3%uIIfLi}cjE73R1`I#ucMop|TMVNFy%UrJg0^`>q`=$7j zyfF1>_&durH`722DQUD+Df>t?zX!KAi8|--s<~v4oGc++>iKv0pH7WsMJt9m5omk1CFFm zc9C2U`Rw^gPQ$xJt;^W_du%?zI|tBYi(V&V$~E4(mwcx~?j*J@Y4o;ibUVJxr{|sY zE(DDkG=0baS3x%SQzyETe85jtQYGvEe35PlRyU)0XV}fA#~E~Ph&kKExc~8$N1&b@ zBj>^?naIB8|IP8Eow$D;TOG-=ed%~CULUXbQoS!FSw~iRkX}>Su@=wIxvNXfzX_vj z8M6)V{>L@TBgQ=%bB`rm_6H1Li#$2GSDS0hZ~%F`@Q~r~N~W22>G7`Cqeb34^PGxF ztypEJE4{w{r8ak>PhZg>Rl{C_U-If5WQBR1bh+NVgg5lW$4>Nl()(+@u1=nQ*#8fY zKM?kRRbH?Oq(IOSTo)d|-l646t_r&K( zMmSHK>CoIl>YYAmLbh=}<$$F4% zFxy1GCVE$8xlVd*_0Gj+I)KC%d37aUsD%Y%NxaNxR~vtrRx9!CLaf^Zm99AYoY-^@ z?EmL?>~bx=b6)#q2waa1U-PwZ@n8}Rmh*_5`KZn}pEL3kG`ZhcPqTV6Qm(+G%ytgV zma^E1Bz(Yp?;9g>d=7zyY+H=~e`EAqNhF(Cu4J>K4=orYcRc6g*G#idvHrh;mBsP5 z8f{)=ztjBP9y5-h@o6wyMbat0!+l}miOlqHh)Y6twj)i!l1Qb%Ke zbvNhEcNrz;GD;Xd`}9hYr566Lrtu#l>J&COil?2%CsRZ171E9-b1K1A770=b_DLQ- zA7j5}kxTHtjaM_Z8A`4~Z2hHvJs|h1I57@3#rV`XHo3?>ijsUU&+UfO@Hw8D^MmF2 zc31xJy3aS`Xg^#WN5ec>&-vt6y-FVRT)zz9D-RfJ7w!M_&TdTD%Nq6R{;S+T)7^K3o*Aij{JhF`M%hiw^f7VR9yL=_>-N&E&Tr?n;uA)W3ViF ztisk~v`K!XA;wH*h{huFpX4ZQzAk(`&*72{ID26Vo9#u>@)QzJgKR3uoS;n&qooSy zI^!kR-wMd(N!Co--)i*S>#qQv^GNdzR-|4@6^zJgb|eoNLH;^0EF+F|;04Lz@E%4b zqe^jY8{tj|>%~(>zfCO4_s!fN9L7iL7q&iB^TI@+vtGA6Y&=Ns($3mv-h(7Q=?uo!u~p1)|fS`;ip$5-`u%AEOD zKZH!5@!M39NQLk_%vu35sdD%mzerY@Ja8q_XRj*+!1_&g94E<6L%U zRuTh>h&0>GIf;Lr4%;$V7FOq5aa~^ChSkQ>aUrdfM=nqIQ_(be#X7O|sWg3vjK}-z zN-{nK)t`9gP`*9Szgx+)2?isustV7{zQ*j!x|OGvg2*-;E-r#RWTqFey#s59-)qH< zYGh09ue(_FQ=ev6>+R+}5o*o-e<^A1qi^n7^&rXLeCT%=U(C{}lbsCp9Si(ok+tJ1 zt^Z|_>_|;MuEBh&BL=6c-o558W6lAjdtF@1?v|eLEDfiIxYG{Xl7+LWnLcEn?A!c< z{y8tZfQKa)Q3Z2Mhi$5ip9PU+R`Q#@a{-q9$J!N0wS$a&BMd|gEaX%x&P;$Kr&)fXnpY7_Hr&L<#DJ~{QKu@FOUc?93@-du8iag1% z&|AOFqSsaY{b5(z*{LxSe=ik@k{NpjnIBSRw!kZqe+#$^>grfxbQSEYL3N7bS31A^5A6fSV5C|e0Cg7 zuQgkCBj>x@7+0NrV7VK6Q@!wYevr}c6MItWrzRwpo9Qc-egret%R%U*XIeGcnpFXK#zjDtZp9=6_<(-0W6!+`(1a}ACqKV6=l73F=& zZ8Q?kN{Ftx{{5Vub$QGhD4b8a8?|p|l=3V!NsH9X%{RUtV&5L`kJsuU9`PC7C-Q_x zFr~Ti3c>eRy1z-coPexqtlA{*EK23fZUZd}iI8R3a}f*lA%80K{K5vQg!>N7D$sW; zD||Y?kA2_%kEr`uGQu*2Jl) za9fUPli8p@zF*gmem4FB zdY32Z(X`1E-q*y4+gKr|TGz7LSXyt!?JLNbE3SNpOD6qobg6=YsY9{QtOptIY*B3< ztEV1ON$kkTIj8xgRqj=stZ9rV@$FL)_A-C9q49MhLsdM_F5boDI)hfpId?rvd@Zgt zv|e7pSI*O_tvLEUKX}Ret7(zvTd5WKg|WVaSMJtb%C46{VjI3a$S(6R=1;ypqabEv zH+%&)IFNt0CgGc+PwtU?$_C?%_l+1?9saf9@R{Gcz1P$=)*rlVKi*W57HeR##cWmR z_OX@ldki^?24l?FfhXmz)LjtxU8`g_D1jBr_;IRKWj#JsJQ!(|+VH)ly$|e;8&D_dERYD$<>aZ>O{DfyVxjjoPz9 zDx!a2)}!F@F)z%wqi^{5S7y8n>OK8c)_fP4A?KJgM;QGQm{x{+PK7Vv2Pfh1xvbfpBpc|NTG*);(-;2V>wTurX7Y`9 zdBiQ^;J>sC&mP8-+SaKN_Diq%>y9T8_%+r z{RvinQY5I3jaTrdn))XPb7~2_h-EXd>H#Ao?F+j3D0<4!`OB zF@lKB`S=u`$(+9uSYJVo08)ZDos|v`gISA?{4Vy{`*woYUCDczJu8 z98bP`;FsMx`}?a8D<`k)ZQ^Pj*3I|H5BcNmEVmY?=F)vmfhXMn+yBI#_sEbt&V~Io z3o}yN>UI2_%busP+(AC?ZH(;mya&=xvD@8jIL1slZMRL-sK^p8lVlVd=XvNXEwZ+h z7VA4ZayF_4nOm^k@#Y!@p`K>UzQ5zehUUMpY6w>bnpZ$apw~Ggz#Jc49xRIyV)psNyo ztuhd!{w3MDV#}ZUoKLcfa80f5CUE&vG){K^7Hqs%temFZP#V=LSRDq7B|}8z+U#=; z)E*?wkJjIharR)iodu(NXne1jQANMba2|wvjaW35l2&4AcZm06=hw*54hvrP{y_4y zV84lce-SO#L2zM#Z+~Ls?8HsgqG#bdmTvKcrP|gtRyo*Lv>G&I&0O_A2f-7x_+5|e z=-DW8mF2Uy`1DhZN!GFjSkgiie@&})W;@b2Z~A*6eNxZnXEUE92K{2jKcG^Nb#L_P zIj(cEm#`+Ra-Je+~&78}&d^ zjV0eEx?iAIGDamU%HeR^&m5`AoiqRA*t(S!DizVbV4s>~ORnOa*vPZnO5*bnGW>`6 zZ?oDL(7R8pc+i-?lduKmRrG!ZJh_aY->yYJ*YD^0yg%u-izNGaMv$pz%vxF|cI5Q* z8Qw{y)0`APl*WtLXFdLxAxjmKWe>$;#++=nR{VB7945hOBPN|j)~UX4^}zYrY}|>Q zzmj$*hW-xE%Z;i_vV9x~B zD_3wO5YPI`sBOj6(QG^3+Oe0tt|5I(-f|qT$-aXt#iI5ksLz@;wD=#!WheY@EEs8| z|6%W$ShX0c*)?1ZVtrw84E-k4^Kvn3s-8KekQ&?d{VU1-$;8}^7ry4x6WL}qD-MK1 zcXB)<`fg{RQKEmY@bev@s@B`-mHGiWAG%$PA3>XbERbjP*(Ki+cMrnD)+Dbf&g3rh zOCoCzZ2Smsnn3wkem-A|-T0l|ls9NU8>)Bk$m+0qh;Dn>wj5oXd374p=86et`t$?u zgG&EWdm_BZ_`E;C&-z{NszfoUguSyt}Dw*x{*u!TlVaxsSdYyN^ZQSJ6$!?m| zr&?_lTZSVqu~Rqvdj^gJv3EV)BXe~u_=$x3p#Li!|6s5EAdx(5$q1NlXjj1VXHtI2 z4^oFCcdYZ>XOfm%ppt4lD~&vZROcDLv6yxbo$@{7QW3N`?QZ3NMd

    O|B5J9;I0) z*0{;~m2;VwYCRC6?h&QC7DSO_M227Sq#D1!&CJ=4-pY!Wb7b$EJ=HDtVf`wcy^U4w zBhS+q`x43j#mhnPyPkDwh!K})muhD{=#}S|mtkfTZ7TE9KBS$-?#bv}3!;CUvAiq4 zw@Lak{j&Rh9Of>^t|fe+xR&Ecow}cIU_{Pdo#S6!GA7%|!Q^?7ra3)*7#R;{hrU+8 z1?EZhu&TW7Cf=MK<9*pWna#FA`W_PJTWWHBpG(Krc=@wp;r&`AkHV?Yc#9{eYVt^* zt%1{VW*P>un)vnqr_ulLeoZ|5S)bhZ+J((?`C?AB%(kMWa@-D5z?+@ zzlpA`c++&uZ;lH;;^Vz+)R&HV{+;WvoW7nzhyUN%pS_DU$ervzsdJZ_$!F1IuD*-d zVVJhl^qo%UiZH#H20KV~2ixcLRdYQDnPnQzZSZc#0<@R2#VR9SV1yz*eFBD6=y(oq z`VXt$6$NuDpgdp7U69->$upRN`afy(>g2ykY{=8<-F#sL?<&cIlW%6B&vUk+yT7kw zxt!YA1?S0H)FWp}@h4|z_UF?b=uwysr9|Q6_8Lf%6;Mx|qs?sirMOqxNW-DBlgE55 z7CZ%mp8VoctSUm|&mf*%(o6BJuDEmrYkcBrCy}!q27bYVQxoSK>rHc#Jx#M8jM0py zsie0IhjzjudmEpiT_W14V#^b7NR_qfB47(zr6Sc+m~samwt~wzBd6BZaQr{cyyNKn z55zh_^&9>-jE;F0Goc{TEoFysq`m;h%hPTHPk-KLRoQZ#h|sd&8s_`uyHU1-F3^Kw`2HyP)Av0}4-U->-w-Pd^a z8tKigl>o%|^|EM~#y zB~fWOX||gqHL*_D?@YK3C)I~!dyj9efg_NB?3`;wK|GEZwBAj5F7n(cTA?{V7N3yfcHfm~|roK>i0+r)w zGrYbKr(P5%US`LfnwrQ{f3ylsG5^VYeT}{+kvbL0Ygtoz(L7a1XB+JSw%V?D_Gz7A zRUSeAUwzL?{)m$?sj2U}1IV;OEM9K>pS1p(4L6bhHb2+XX(itEqU|(MqAV-l%>!%k z*r$yDD%9Hej+|3suflQ`UUcxUvcL8>da7`xs`E4`=Z^DV&`TY{WL$2});qj^gE=nc z-KhXk7bD-slRSe>Rgg7&GJBk=!)`c>oFf_xXT_{mk3x4jo0Q=%$$FCP-pkp3gc*0i z?=CF731Z10H%yx&aXIzo2H273WB6e9Iqnsct}yc5IB>IAavpD~g=v*wyBF^ku=+kNcEK{ab}Pf}RxzkM zn}4Y7S9sBh-KWw$IaVstqYXJm(|R8kRAc44aqR)^zvB}}YCD!y3gdlkY|06!oOEb!7MxK`enfAZp@V(&KnUgZnf*H?^1Qv35KdKTut)B(ge`z}oEM+X(wS?cEOR ztt|aF8Ta8po;Ket@@%vcAA=`3JE`}Sq znk>a@s`Bu1K6_1k?&9;@qt1T$wtgnE@S!Z4GpTt_*ABl%^NQ>uEb5&f^u1r4JIggx zp3E$!-5NL^Cz{p3gRR*b@HqKS){dm}v^zV5;`Jx{tTTziJ`(s-2qU@hd z4yCSq_*pF63(ZeqKLM|+@YX!DsBd*X3nGR1SLzrvz~XX{c^|ULG?d&ZO}wsP)^=EQ zB%K$r=EYc$d_A8SwZBi=c&Ds>MIe((f%~yhGoExWFWC>@zGbDc#>uJWTq$pX)L-mT z24ik4SQ*B_yC?~AfBzPGUTytW!6bVT>)_ml*pqKmxf?ma|BvDHMQpx? z?OKuXO_qDp|F!VwBr)V1_A2YW2_((=lT^h>b>&M)m8znZMUzgrwSZkxrSxQa?8UqV zthZG3ZA#LcVDJpv=elYVc^8psDX$vON9XgoF7%%Smz?@LoUe`ML0`~qEqurNo#*!p zXrAgEpJVOCMmrF)$I>r5v%32Ze@F3nv&Wcg&O7IQ#OCfo~Bq zJ!Ygw%=jrx!?K51CcDT^fo!-whPM|dOELX^_Nt#q`UM{M*YZ>Ry+pLg9@0PP_AMLa z54HyvV8iHrCrlPW?+I;kcj{#N z*Cp9)^vE5rW7y?Xd zVeSv*8gL6%4mQe0dcNgaF8kI-@uU~nqP1u-h8|z&+g6X{eMq(7%GTrDu}S`z_4u`d zR~NzjtKjwoM2E6bG2Cen<6)}Zt)_1gzOcs(4|(rawoJCxH=#2g<`Y=&aR^W1 zWw~ZfcHR%6aU0xv`TJ4-XJvhY9H|eRdxWVUSCMqvx_pEh@N+N~MP1 zvE?XQrfR?`r1^rp$#tByk@K`|=U+0?JjW(&;I;vKCXisBS?*1dCo2IK;K>P)OMRxB zu%(;0Q3?+)fX8FdSYqDjWX`CrpUi8Uarr&hpYQ6ouq_!J4&w2nXnKWX{b@O!*WUoQ z?BTe}HHjh@)90*$pUd#&I*dyu<(+J|oy4h`nY};t$hzG3fKmMREx5r}j9Fa78iY-&Ty-?>OIGrEuzU+sr_rhrx#zIWTXgxxT;Em-9ZFiZy0=qJ+F5~23;%1`_+=2KQ$k7dVd#z`IPk^HO>{XLUnj8a zEwtLIhcYCo3)9psX$aNSo_@@jLt&G5<3srN^J3U4l0Kl<2ifjL7_=qj5IPm%$;BW! z$hqwJuSLpaB7cUqHL!6CEDq)GXXtkuw3^~rd8iylyQ}G&3^oB*YEe7FBg zj5yf{x0~bJxi)#OuhqkBw!Y1nEy?pDiC=MbaZ)4#B=7FmaCy>IS>u)5;;DD`6icPL zYZrfK&t!7iWS2k}I^M@mrn)vYN%tCOB}iH>t|$e>hp1KxG)CqGo~D`p-3y_WEb^Q2N1N@E6YeUk$_mEhT`mTpcg3A+WXE8}0OA zsLfpUmELl{lNAe3qymmT<#e4^iLwFP2_k}vC++OXql2z<(dM`F!a;?o^|XC?mwT4W_zY7Dm{-$iVf zoYkX5v@ZBNP^@?wwyiOG0fuJx$KN=b$aw?2zcX&~a6BN|{lueBrrDKxpWyc^eBu-= z+KeC9!(jxrw!)a*&gC8{nc=SGA;~S@U(9;jc;hhV3HXnI@`YrpN6X*EoP0lcT13dR zpFD$^CIa8Vqe?-yiNCJm7aje~%Je#T6^@rN`as$b7Qg>T!j-J}D+V+$lQf2TL%$2r zqMR9S70rwAzwE@R2NsTyZ~O?F*qxxp2mWyP~AhX6Y;;bn3*>kHCgUVsAoUijYe6|vtD&&A97#88`|Q^ z?<89Sv1BL89*5+m=*4!8#hL8WzZAlG#+~ZpRI?sV#_?#^2jB6xq2j^y`Oi>gam>KLuEFZ)pVz6JRbr0YrkWc_{uC(gtAB^dM)Tsn!nqiJ-t zdE;F&j)UKO?mzrU4e*`tJ%$bMW}PYI>&eoevF$zlvlA=kO=w-S&WZFX1)I{^9L)bm zlCUmorut)Yz`cpx4S7@Q*^MRdPN>h}XNT$OHn#7?bJn&Ha7v*DBaj)(Ek2gz^_R+OjbAY(VATXi!>_WG2< z;2{NZEKeG$i9vUWpiA|28BEvmpX3u*0P&&bom7@-jU{KX@?AW-CHd#LZUB4i5!Ij8 ze=^EE=ie%JZ)pyB7gD`w@VIN6((D&Hy#k4>Ts@hso}uepdTfDLDOc9T#SM^~D00*w zQ44*2uHWb2dmOp)9lnV>+NuSyuaa@Dan;l0{>vEU*yJ2K-He^>{eDaYOrFN95B*&4 za|=fJTLip76u67s*1$IPZr@?qifo=Wp(9(c;j&pO%gNyprULA=S

    hB9i~Gkb6{f@%09oPyt1(v{+zyF!>%c8 z(^iZejC-%rA(?Sf0sR!#J5ZGUip_hvN1j0PGf38x-P`IpZvnEt_dasviS5%YTa=GH zj}Olo>0|zXsy>pVtu1`t=MBZ6dkEX5a!&FBW!GaWl)gjerUmoQE^Jr;*OSD?)KEJG z4o%Fzd9$}tZ$HuUY5HcB^>I+`Ap(_!VJF^l6#ivio&m{r;?GE$w#I<-pmdrjlxNJz zN0=wwse77x>15gZhXkqI*bnR5X}Dc8%R-9{YmSzliWNVevcN+LJwZ zr>DTaj%(U$d7D}3M!NQJ#RA%GVZ~IFK9l9QL3)y&r$Z=tL$bdu8Gw>kiHpNvjL2V??eo;Mn|7&dzmYW$;uqPqa~yg9GkU5- zy(C7ba`VajxtS=H^|g5yc$*_djlWk6S%bfe@!>uZX%>VkLS=(Kw!`)e{+A~p$yI#0 z2)CSuM~Fqq>wYQA)TddV3f|$^ldf9KKhySLk?m9w>ogKChF(@tZYAS>tk8&5$+y*x zY}r%Wy&!sB4TGVqn5-A$&4sDC)L7s7esm^1FZHjvKCb2853tL8_D!AVD}DOZedk_h zPI3Kh1+#m0A9Q4o>}A^lq1SlZCh>0v1ir?mh5E?e&6Blj!L!fTV@aO1fPc0imJP`M$xc2ANYdJ zJNfyQ5l)9x@(Z1aW2td9oyQF@=O+Wx&+L;YiUahziC^5L&tzjN0i`2YBdb_07vKK> z&V9Atqv81fl`B#obQW1wv12z#WiM+>UQtLyx!>n{V&pN-7s1?81)obp_hQjxiz9uY zlU0YOi;-EK`>Gfx;pG1QrF!V&y zo@QpNZhp34&(<>As>1n8o_FG<*}AR6XPa4A}Tjms_l&Y9F> znC+@vn9_z{%*4(0VomDRJnDEd$-HBfPiWp+3_Fx94>r=jBFo)4awf??gz&p!=_PoS zo!67_>Uxr-epe^j?=)LYDToG3u=Qc6loz>=gwY$kIaQZl#<;BcY{1%0SRpmfvzK%? z)Ze9L3B4R3awLDzIer!wIXn7YT0BWL<=6D`gmIF6=Ti8sFTmI-hU;WJHqK0J@wUBDw1aZ-D$L`$6Jc> z%&g>U%R|QSisVqqPOERt9v$d>JiIE1XmfEQxre{Tglf3@DjaSxR~?5fml!|MJa4h8 z@x%YocNgRi)Z>@fdo^T|Y4HpeYY&@O$@U|LCa>)aTD3LLX9ZU^QEI1aQ)T@DK3Ua0 zz`?X?4AC*Xq?J#V$W)TeDrh$h64Ufn6gxJWBX?s$e^}*v^hIJ>R*O_}d_G=x=j)Y? zn#?54_1{LkOXi7&06{44$MXQqU5ooQW|7tdDC}#HYyCQbpZ_H%Z z?da3{;^qeay+(^mA=yq3sR6an=j5==bCAo(nYRt8@s~IqzyA+wr?Gb`38qd}awi^w z*{Quq!H7bY!1T*uJ+I z_YD*dCha36$PSy_Xa1{?%l!S6`FX3cQdvCpy|T{ZUEZ3N%;k7@-s7F1kK|-KRGX`L z)_9hWrh7@e8PAvM`$Llbi?^LwtQ*!}Os>W}`bwNno#&THIF^Lf@a+(c`4AUt;MYk| zstu>?N$AXTt|0MKWXZi=Y5~v2*8Om%A0D0{8n0ygQ+RzDewiH{sZz~p~a!%#u6Tqkrwf<=OB`N zg};e?so$PlKf!jsK0np=K8#E)np4H!l9#Jak9vg- zve#*@nW=&H9UPkqx4L9#$AXh#b2=MzVAbSTTS&5x$@7{X?!f775O3=L_v|v0WnO`3 z2{;uKH7dex8@}uy&sM(D7{lHZe@fB(ZP+9~*~=Jl3|oyfLwCT&bz)m`muHs9^Wd$t zzlz=GLSmc#E)@L}vy-uQw)3-aH+$Ffl;vk*9cI34P2SXUm=3QyF!pR5UumS5%#_#Q z_IfC0-l>EQ#~N{(=+T&^OR>~hB6M90n9f3ZezU=uyG6k*#ypuV&ST#Rd^_(3i;G~5 zG2v5wRt6R)V(vBU@dPANp)T)qvMMIe2K&QjH`$Be#Q-);uT`M*Gd;%O<2;s0ZrSo= zxj`=jNLGZW-9@+TB5Vuu)ca`1rkMqke=uuPQUUWa*qx{C5W1xDZ+0i`rr%A*f7tB$ z8$D9R`Wr0k$X|;3yiiQaQ_DfHPUhUvICu*rf1_32=TG4I*VFYQT&d#R8zRF{_B++j z0W8`BlaJEx-#FinbYtj#l<`v?BUyAG*7Ij@*obpSlO-9{8)C`20)40P(Cb~%6oM02 ztA>BiYB!s9m%B1~Fb`p^?J&JtKQD=Od+D|xJLLULDR^c#LT4y#!|oO$Z!s1KC$5Fx zI#K^hJzS>WOK7@>?`Gy(%Ou=cVG7PCR@bFvDm{(C>v6o{PS++E#>@VnvvjTA# ztPU2BbC)}uH?I*n=NP*RKOfH*9>tno>^X((_38eso@2M~_3$R2NWSvjuuEn6hxlA- zMgPQV*?+Pa7xLD1lRi^%VYiX1&|?t3zsYu)sXIabLhRGkh_+*7Uz`{Ado!%$v4~2v2pCs!q|^OVXS!dk9q1^{pL=nx}LL-xD+nU zhffoH&CK*Y4QtctToV7lcK5@lC)9Hfoy@f>%;{Odb1i(6;khP`rt;aLP&f%A?jgg` z?72eB{M8t#NK{&!O7_~r%{-;CA+5bUjKQgPW!lB!>n`IUsOPZ|M4EsLiqa%4%8(wrXOPoZ; z8cHE@GkV`&np&%bUm=`bPBOCO$v%u@enDx>s87=-4;S#^{PT*(uNbRP_p}50Hm5iL4fHg$q zWF+gt2a3_Nnf^bvd^&N7tFuf*q=kCrBA7)uo;5yK_Ic^QXV>-S5Lv&D~*$< zHIK4uR!yzf-@mROPpS?^Yh*qjwb3F!2R%&+?CUy3&D<)@0V=JRABjrobuS4R!WbE#*REwz~N*vFUHF)}`EcrQ~ zSwya^@VTG$lg;)?eJp3apV{(nQG7VtZspzC1^BHIR%me_&eUd^Tg*?{H}(QK^0x77 zUQvj=*)!H0-&XnS6L&73lkzK`k@~np@NqR?UR7}4ay9R+qWwPv>1Xr$=z_EXj~HW{-8r)+9a=L6a1{h_Nf_^9skdfJa-nU zC!d<%b$M*r0xNYOYbTOqwZv=qS_w}!^RrK!&06j!9i4(@>&3$bY&VAw9Ls81AJf## z`2)LLfgKasE#JL{>F-Ihw_%T^q#Ve<=ZR(aXmLBHWv@m9JUyL8&*MQo$Fq)jD9=nj z#na4HCCvJzozD}rRDtad**iKCAZh?X4flvOm5lTNQ#HjHgf4K8KSo4bli;W=1NjOv&d+S0lt5Ro(4i~U`dGl^o0B&=pJ{hvNs-+l_{X5B? z_PGfDg8Pe(TIHKqQBpr|lw{EQ6Ynl?ya!vPj?6UNsKz()gflzNvmSqi*6aI!SG#HKU-hF>gQM9)tyJp#Lfyd zK9x-U$#FT)C``}PsIJPlvfBMZ{Kz`c=1`4)Od?U%UbJnD4|8xc`(?e>JtnbuSK2&r`*0JB=bqJYn$E(RuZa}}`Bt5<0SZl0&xZu91o@g=~ z|0|34)nIaunP$4Xks>g9RL_HHTn{p1pk2|qEAcR^G&^G0GClu>I~95Pbf2X4eqsO)vU5k=B*O0pTs6JS*tw+p4D>+KkvkkCt3DnmQALpI;8C>Zr#GS zs){-HvqaW;Wv%@%dOpM!=fdbfnzeM**S!2p*JqdBug)h2?g(c`K>a#bB%5S=J-vZt zOE5lfk&3%=sk86E;4bZJ;ZjpEA-UL#V16oqKa86Ljh<{Lckzo<7O4q?ayXOv!NYk} zGSA*j+A{F@5yR)PW>x-^?})h%s7S__A(r_% zI(S=*S6FNv!j?z!i!v-*8Jn|OuAgt=lZ@Vt4#_1v6uL`!_%yS31=q~P_kSGC-tp|- zxr%HpAat45t!ObEGp54nDc(7bwVLz5|BOF_wVL_Y9Fxw6O4b42X?A*wAHL#9Y9QZj ztkQfYE7d2^|3(^46W!i)&Fy5pK)lXc>2)GR2}n=E(8uY~o_!06D06vDAIB!*Wit04 z52IAIUJL27MY6e~!yzzf#eZ_|z8sQEA-P4=s%eJ#jNc^7_nA=t52mTx^aN`qAL2HB z?IYKZTIc&=VgB2KUM<{zgYmg^?B%uw(-b#*1i~eV@j{5v=nZrvA-lU2!ql9oo_|GUJ^PLACH!*?-sl2Kov-)}JZ9$WLiVgkkwq|0ZRk+oMXU77uC$pq0I zsvl`To1bihK=Pum!;ZY|Y{bX2GB-J4e}LQ1Sox80Q`PrMqb!AaaZx9`>W}cbH4naz zFAou6)6&@~+4ps$k@lnWEB?P#5XF-{p+rYq2mnaR;!?Nu-zppBgmIz5jXm_!#Rv1&8dk$#;vafUbyrvsfVaN~`I8 zjF#Dhzt+#H&VPs9*Rsw=G3XwgJb-7NNxOULRs?=c%$3bWzE|Nqmaf0^*K?iy86WQz z6)rYoB^&8qG&Tub92M|+4NazDL}RT^cJ+5~OqSQ`eB}*1|5$8k#G37Bnw7P~ zdD1zUSB}Q*U{ziZJ8(NWw=Z^VnDGai1M1`Me>|}mF5gL$(fpi&I=Xi#(hl8tn%oOk|U<@#h2*5B7I5o({s~*d2(37pSPyrJL()l(v+X3TLc2D#d=eDs> zH4JXSkDBoIUSj1#xZl{AlW_bjG5JxrP0(+4at)>PG0;oK;q_Wv1c5%Rx5~Ax$nv|m zKF*al!Z+)|?{aLg$ei5owb?f-D0^Y|PdGGR&u_C$YG+qqgBjvh^74*{>8qIA%G_}f z>qqXAY%s#{wf_Ie+xp=2Zm8VP%l5Kj9jwaQfmcQGWscW`-zc`Ish^g-{0#_n#fbaZ zVk`VFFz!!eIgi}g?NyYTE>e)0h(4mVye(tix&zu@_;keTQEH@=fYKcz&LX3}NA4#f(nQ-=abgxO)bRIB zB>zQBD-N@juzU+XC83^-ShJn^0yc|8lyB)A=9XmH?5(?*FTKomzv}A~=aT{CM?7qA z#P39}tZ_=#itn9S42iy^iq3bjMN@JeYowlH{adsu%)cHgh_w~muM~pcP1y34>xa9K zoXPHQvcdo0)16#*LN!(6o)Ozh;LaN7@~&+jiH>s*oGNe!Kx_c*PBGq6{_qxUlN~WD z{z|&G3h(+2N{{J%oO7pO^mR~AE!OzfGoti0M#?kzO|%^i{qo{K4Ws<6kH1-`I6YIn z=v5q8j*$zoEj1r|;>P*3Os4L4M8^`?^p-YTaOY6y=51SI*J^y2Edt!nQ~rkMTY5Ty z6`mn~Yiv3YODe*p8aa*;bsO{4cVXU-1&)Mn6EP_jOzQL98m>K4t6pSnhR@^73bA!E zm_1I*hvD$7&%dxoPkuh#Jp3mKPt)TRJj&jdevUWB{bXUk0>ZUea|h3SQ@@EO$+(#H zi}}v|9{XJg*JKa-l9f&{URRc@g&QA=p}8YCz&u=%jQJLw_mLgpQ3b-w@njTF+-1Df z=UHLQWw1F?3^{{+bAR;%OE!VjojxDVPm0iSG26bbeRk@+XN*RCY&!X#fMG*+>I|d) zB6lMezu(whvAQ}ArNT;cD7-6l@$@>Jm|ER}P$vVjOdvGTiWnL}#JOD;{ z?yvyIlc}bOv8J&`Z*peE*gBpw9n-JiCBO2SLtMKb4~yUA?cPRy_L6>2XZuta?n}$; zi9NI6zOFxORB`+(Qa?)4rMQ=8lRF?7#QNfFA^N6*)MxnCfYnF%`Ju>msZq-ME9;Z$ z@apo3Fv;72366-@LIbCr*4o((|?LCYpsemB{w5xSE~n_+k|Fk%x(~*ZHC%|;x-JKWAgy0tJ z-9q=@{jSS4Z}aW!bNd`Br?b;CEc@3t@6?Mq-nrDa*pC%H6W3O_1G@oJdWwn9>2rYN z`9{3My}@EW)B!%Jx0{+X8{v?>!&Q0KnXb8(6c@qdCmuK(`|dDC50?D^+nbQ~br!h+ z$MOUqm9iJ||5_NAJslIo=A)q9K^!~K)uVal5#rN9?0607U&M;%N%96P&le5)V#Uua z^b{P zAbC(a>Sdwpv;O8Av8)sOXZK^Cez)fb55uUo`5~2-I=f%lq`%hwzh@TQhY7=Jawyi_ z|acXG2 z+?iQMe*r^3!-$9R_*sb6_4`(ylB^A*X;j(IB`k89qwgChJ6YF~>mjkXh`Hqk(zYbi z6*zc_ak6{k1+zyTy=9m6PcZowS~tOcIG&%$dmeCYd*>RmX&V^qz|oTak9Gbp7P{J4 zV_e;Wy|%(CyLJy0z4kf#70K_1<#TwKXSvBrG7UFh<7fN${s5Y0HCuM#X2n*%dEV+y zJ2g~`(d`5OCuvcZ4x99u94z~hHyKtI(6^ycyX&V94%Rn24}+3?x-n0$$fQljir|Mv3l-> z7oD~L$MMDfC!fYt{Uje@8Tw9Q+5g{1@{DsU_*o5X>?%@!jF<7O{_K`L-K)u-osCbh z#r=>T1B)YAc#(eF&}OfZvQxh$*;C={NSY*>Gq zl9g#1?xg-lFPzWr%GBQY5@yXWMon6T%oAC1A9Q_beoA@SDf~G@yGNrl><;e9l}T4P=~)J)NdXC3Xz zW&9v-<2sNwD~*z~>^1lm@oz4sRb}b-m}xzIM#wi4|2iSegn%@Mpd)lfUYWDA}iz!N%&m?yK^T;tqR;9V3Q;pt_vQ#^s)YO>A(Xj&@Kf#>Jm^+UZ zvdjH;{BI4Di*tdE0eJlXN1%(!_w zc(5_D-|BMn#j*bCB_=%Xiv9R$DvthXq>8MPbw77t-hoEUQ;BP|Ux@)dXq+|1dDGEd zv={}cyuYkSpLy<0Tf1K>>t|^_T*Y7d>Sa2VvvMK3Bs4?i}NPpvRN-&=Bhevevz{`T)yny7m%nYLVeHe~gp}lXfish%2kY|0EvNT}(@* z;nigOkcREd5@U`3GJS3o$7et(Pe-~y_849`lOEaKo_z?Hieg{7xBSbsS#z5FeNVw} zfAWpO)r;98&zavBiQeI9FX(?B_DnVIoirVXp)Zi8zqocbzswuJ3N#<9w_X1FkC$X6 z`Y|F;W3yp$Og3~~8}c7du5)O#nC>SVxf-;xORT?`e-IyekL8kOdK9kBz~Os+8t=~P zaP2EYs0SbY{~hQ>`OsftR2`OmNB?KDN((kk4yL2ndkd@P`+0qsWjDjw?mF@mYcAbi zA>Bu~(wff6vveBG@~C#uiQ6W!Y`A>ZHBYku_U=tJF$L!UihBq zo9||s?-sh#$=b^qWZa33si8ZJwr`W>RGPido+HHTRQ33gW)DL?Z|?Km_gxa@$z1MH zZ=&lJ__&?!5mYmc7?;nX`&`iPv5vrF!Nmas~8KU6c;Iz1i7hl}y5 zXGP+{U8nHHWQ1=?`tKZ_i^ad_^+ulc6Hj=>znZX2h4m#qw=vS0xHAo+ABkKg{7lq6 zSld+E`k8-R58D^{!l`U~06%z})Q9NtBbpCo^JJ2q46ph))1HlzrT7|sedmg9dU(jV zv;CC}rF)_H6+AZKaSvAB;^%cx*=$zo?|VRRwp+p9dO;;M{HBwkB?-^e*T-xy*}27f zDvMbip;4XOSr_xO^U3G2mkbx_rxR^g@`kbn61>CTKGrrlA!-}pe@5HR=kqrDQEYnz zSQqvr{4}0(AKgo2PH;1=4mx^b}36d50*F*6;S|t0&k39E%9y0`A z8)4lkuuYc8LKwWj&t#Rk-c^ImyAP6PC7hDEW(7tkTlsr1*hKnI^-zh0+W3_H!S@^a zdA#`zimA5n36$%IFCX*L*7Up0*{oRkLeI&LRT9fS)<-If-%F=fw8;~p%gr;zjWC}y z%Sf8H4aKqX5o3I$-zWIccroBNcQsl2el^c}7IM$?)jlvA%f_4Vr;NXw!m$oCYp}&S zG3r@5&u7>A1^4T(k~us3Hj4u{LT`__{sV6vrmwAzv}fxh$y*#l55&LbkW3D#?^tCC z36_`%vO6>1(NkrsC|z37v#4>-5+P?nYnx-WeLe>oyXjJo$5w=EZzwl`{+Af^o*q*z zq(6Ml$G-p3>>!r-R@4|FmW3g2YnAHZsk;3IEmD=cE@ZQcrUXd`xO+YrU(bd0`|c~h z5@D8NPIj$-W=8wn=PvAe06p@3uN@4=ieR}LaSR-!kPx{S9 z9H{R>kew<tblwMPe+jJWBM23_o*vchdlkn zzGvOv+%8gP9nzCx=;H-C=UH_HJbH&UI*=|A=u4Q@XM^17XXivGpMQgE_McTJ`6}(R zZ{Z4~t%KiV&MfljNi7Czc?DjjR#{=lU0T3_k1({D@t4xA3VXhS2X{MC%D6wX#m{Ej zo+RximVAP#UBvIJ;51W2xs}GX$UWDYm$Wa1|Eccxj>x~zsJA*kjGuojg16JhzqooY zoj=68;V_;n_TB)UmT(yZ{W(hD0Ubt_A{*UfT+q3-?$d6@@{joB2 zfq#H`c7l?1C7aqYaL(?<>}$$e?$n0pghBV>(M)_As`c$S@rCHL6lRkl z^foKBglP7|Jt#7zE@^g!p2ng}%}U8--w+S7J}++@N3hNWvrzJx?dInr#hM|kau^T! z5E|QAX(IHW)$4d3|C*jtOS}ZDWZ(2JTE2uI zsrH&T`=5vb$t-t19Z!VUH%3b(#GbgAT(rq5-UvUsm@7Vpb8ASgXV0tYkvGBT`BcZ5 z((d0X8}mFIdk7y6!?LgV+&g^a5!T77|1j@AUeJ&ghU#~`Rs;N%+;yceA*<&`6nu+b zM$%N>=nVI)V7`Z?9)j+XBu&nq<5=Tqap?uzSVH6EZfnjfM$vz;zETC}CsHQ2Zn7fJ zrRDw*&G(0?SX0_{51KEwlc}a_{}FH7yN9@(U9vJ_tx@uBFsoi>km(WVehI_3S?qYn zQ{6g<4K%-{zQhfDDLaxjnW1*`%+{=aA2gGB`(;)eN2082yA02}IyRaGlLb4g(cf~f zly%a{Xz`LB_UP*fJla9y5qx~Ic>XTtmBsz+KFl|mC$S-UY9>K`55%(O`4?yAx#Bo1 z+iLcmujhq$p6YmY#I5W$NF@3I8!pst7>Pc2_Cj%L44dDhr&4_CAJ-LSlZGUCz&%<| zQlEtJHyUj-R+KVA5&do!bNZ68l26^(dl$q;ihNUfb84k$pX*Qbsml88+%+WYLmRlQ z5sQZMpJZeCon)7i=tlfa#_h$>Y=a#`pq^D4^TpR9Vr?~C+2pEObov`l?$bJJbO+Pw zbT(YV0`0Z?TaWvb@fHX?%l3QtO*x*wRL{$>_*2?#6-SQLZ(FF1G&!gDvkatD?l4w2D#^NM@r*nTFKl%UZ)B1Tr(zpL#X;^$iD4;438kn3hLX2tBc zkoZXNhqB2#;z2Qf_8sltBIgeMZX(lE5jaulZ`x)L{t{z;i$__}x(Vx_6uVOC>Jyf( z4%Y#2e~usB=FH{v+>GbrTzfnzUV_;HcvzMcH~3eZCyy|GG6xr8f$Om&8DvroYM!W; z+UD0fax+wm`@NEmri2Vk$Qc>~^5ZiW=G4&Igz~fE#0&QHIm6pj#p10en=yol%^7JM( zE^Cn{`AD*J{3)X!PLdbdd8Z!wv1x5%XNT@{1y=r8EZ>M>$t(4rwiEq*AFKW7yZ+1K zR7IS;AG^k3?62(ql{ivk?k2;G~T4$9piGY7VT!7qY*wo!%P2whG;PiZ|~lammiNNM=HIPF^83c%wOi4>|7YYI;n|~ zEWF9Knx}2g`+OX>wxe+k(Jfi8-!*P_3vARf*r3(n6L1$V=`QLQFRmxg$BVHxNCp}Tlzh11C)*hl;IS`_v>dFGRY>lYEUGpTcTQ-chn;qeGPYO_JsCNJgnw_yADf_{(0 z)vUDLMyA8CYo@5S6SA-K%2@?o@+NK8@Z=laO*F*QUG7F};{D$=y9kFrGeR+&eyg}@g?N%|m*eSv2S#MSSE>}=&11Uhvm|sXize6csL6O<6E8o*g2#Z=QDz z39W(r;28SsbFLYiR}(w#hFf;6yu@Q3W6cuIUx3^HBjGnwAbZLl#_F7j<@4qWrDV;!&g9y3RfEmd-}cKS$TY}d9Y3*@fzJY&DC z?_^iYonYQld}E{|MS_v$)4jCl#V)B)c$^56+Rs-)>I4{WgHCmAa;H&Aq$#bB1+@8- zBxC$+uVqztHXF$IKV#K4+RtW_;jEhc`R8bpwJguMHaS7IyQBTq-T%crcVxkAav_xZ z!=OE+KQPOkY^39jU7LM}>w6E|J)})fk~AgBB0R{h?cen@7c++Hb+I`u^*JBn*WZ)x z9};}0r&Nl47b0KixiTG2mTRY$%IhT)g@_t5iY%qn`gK(_kcyPHrYDw;zy}% zk|!-M>ES(c4)J-iJCv$Cu(ODCyKxdx-oU`dY&6MSTpefTk|4RJj^M}17WPmgkL!aZxImV1|I~y$4?;|iyg~MHZX+2A(hIUpg{zAIFJn1eB{RMx|@%v>l ze-3oIYj+eMd&2+t|9U-URa*(ZoJtt^E>(uS7qfZpZ3eRXF8VL?GwYQq8}mIrw^;nT zolM#3l4lGTn?d?vP42mOz~SS9NR+C?UE!5CCy%pU?jXvUb=#AqEcWcflkfbTWyJM# z$qt4ka9Bu=yrWKLmdP-@0V0pV;A^8KdrD;}^wjD_md^_B8OD4}EZTy<&GodJj$3%- zdHg(g{ST06x(GKFT7&TQbiT2h|79KUU+n)emi1?+TU>Jmo8O2_BSoM~^^`omHOTU( zf6MsxACOzC=Lwin2@)5u!!7!K2Vzrs_XJ$(hwFFZ^Y`rhu)qF>!*yck`Me}gyi$qp zb^07cmKR-@w>bGu`K6xnthY3VXD3Cn?4QkMduXxNkugRaK<3lve=;No!0|!Y^fSB9 z;U7Ojt163ZGQwM;V_T!lB~L1AmZQh(c>VtwH`j@~sjbqNPqbynZ=nA&2}|;-PCi#8 z!B%6>AyabDo~M_i_3$;Fs^jPxFlkNZtHr36W|n-5I~;b|zkH!+brfa{(|@Y<3}mJD zB>F=8d?QP~tzWVGm;z+i>it9rU4}b{6x_pf7Z*mbSUvY>?;EYGNOGmP_@uk~nc93$ zicYTBL)Jqeo{Xoz8KbTqQ&}pzomXQ{?wCgv%;#lbnQEHHkvny4db3q3WS#2z&93an zUsA2)GS({u!8~1Ug-Q3)F_iRRs}aA1V9O?+|V7r^R#de;4C^qIIg+egM_fB>M}uM)B$T zEHp#QUPjA4zk1H?<0+}uK1wV$0b`Cy5G?ZmW6i0lx4IO(q!a zO=uj?2d-zKd@KEs6w@&>8EMOsq7NQs_2+or`4Ys=qi6Cg=E>-E(P%t$=J=WW-3LXK zZmiK0K10N^X4+pPMvbQB3=ueW29LtAw@8wmWnZ`_y9fVPi4)1sl=sn<*<%Eje2f{- z8f`MvC$hwAI8}n}F2?_{5Xe2xjWj(QSKlM`aN4}YYZtL`LkxO_W!}WU?{Ms8BQ1b> z_T$cUAM+$sv!?f1czj8=Mf4cO;^o+JqkorUO4f7b*<%U)X7yP&N6M0-I^P}1p4XGF z1@>kA#<{Mag$>y;Q;79ez_kl|9e@Y3`Tm!B{+{KpgVP82luVvAv3`>y`=B<;(S>5t zjUxa4+CF9m>!A0cylM&glCSYjHdr9?B}Z~2ES>|utOKa){A%;wS5W;4f0NB*jvkMO z-7Q8RO#AE$OC65v=`YQ;FN+u15Wv?KS?x*Sd3_tz(o9|Hd$Tzi|*Z-DYEe*Qqi7Ygn% z2h;jByjn%>|KI(%&-|2i+0Xk|1!DKnBJUX0MX0h(4 zko>^^?DfwYuPKmhO4`E;EItd{J|}%ch}}$@^Ps%Xrw%;gX!kJNA(LkY$xBd8guWGa zOX!>LXA_-iOO9LlQeP2uCJrP@E;43oBX=|2V7Tpa^)92`2ZQYI=|{s8e41T-g~imG!ri zcE#~KHNU<$&H`-*h+3IVpJl~F;h))L8BXWBT6gSeX?Do_=m%VPxR^Cj`xA{fo{e8- z~Iy778-d9$r7KBVuMb4N`1ONA-|Y> z*>kx}KWF0EEA-e1?Jlq_if`YFb0_h=@qFMmY}kyqS+99F1h-@VpQOwlyOQpQvP$%C zcAp4=>a%Tyw4Bx;>xuFqTQuOT_W(Zg^o>on#X`BSofhut5+d5H7FN%0i!z349B zZT?vj-)4zySqGF|K7&XzR16zO&)ePgA41E=SuhzMdWrP23NU*)5 zpC>~r4muRUq>dqIGJz{KOlplk7qmJ?5IM z&+LUeBennk4AnzOb&Q_M6-aY3h8{uI?yUTjYm$fgI{1_m&4=n~f|;iCy@fx|elB$VOwuvXnX4Z;t zZX)My(R4LG|Fa-g|BO>Fh!EG3VwEdf(B=pF*3;7l$W$}hLt32X`gx@K2agsM^!Ped zvv>2_0?bb%?H-otiItDCTUX;HGuz$9I}D;vu}dn;)DeRY!Sgxhw)4q-G+XDn!U8^@ z?Em9My{=F^4s@ve5+N3n&MonlsL&gQjYkr>dEuiYUQwZVrv&L78{ zv&Q=%*9^nN&yBQ>e7VQk%}VEJ(EyrXW8h$Y6vv&;bjzNgtl&)k#8jreP>*eKGV8oL z!=tfTC0S?Q)iQa3Zzlb@(7zBq5Al#K*!eM(;=}hsEYDHPv*@{c{F0A;3AOAAszBDt zFn)wa6X2OW-g!ngoy=vhI6IgM8Ra=K;BIoKy7@J{q&0hNChtGw-J$oa-I9rEt=A}qSt@3;8*1CkYSH6VE+EzZHr?D}sGlZj$TJrX4&RcZ`X!@44* zI)#5e=;%l|H6!=gdS0h>GC}t!hz=VdG!N>v@#Aa1>xq+D``ZU&rum<|u1Dh2H+(y_ zp2xZ>J*95UXIkYu&s0olrOzwjcs(m6qu&6io@9i2?3k>rzwqdmylETGpv&yA!>zTcK3Los@Prsb);r4&g%py@~)PsX18 zMV5z+HXjl_Nb))4w(;c}c+-qMhVt1~d?|aH^ZlR<*6g6|X~v$&#`p4`m+7+B*tg@w zDSYNo==iwkYDkBZb6K_h24wu^W*4Om;UXI@dZXaCsK6fA)Cei z?9mw}63o_XGDW4j+oh1`N4C+JGJxz2M3?dUPbJ^#I9HT~lT{&cV~Y`=!?sR(Sx(aS zxU`Z6W9WFQs~T%RojiFnek?0}#pmY2G%_Sp_G#>tNR#iJSuNNM3vQ!heX`Y|=N^_% z7Wvtb=!LEOlP+&#ZpMxgP}xqx<(P07x$b7AMEO*`7{;D2vQn}O9gE9P&?xoelL4S4 zTV5w7RE5b+t~$Y8)i6xo%S&b(bBbAGwB9d)=sTio-Y;&VYe^QZipSTm`hid{?{@>t zt&2^yS-2ELQw41?E>z)XbD@wb;FW1Lm=2}gLr!6l0E;x8*ueG=X)CQW}cGzH?3LV4zkqnovba(JcB{kx+ZJh zg6GvRE5mkc^>&XIi3F|vOMbGvQ^?wb;YJ+BBR}McpNcDQ(Wwx5Dv31rKw_PE^c&th z0+Z%+?`Q0j_1^$bJJ2F4jgKY8G7R`iBrZqJAq6vGSEHpSPj)5z0dmLO*3oC6 z@|GTw>2E($o=Vn#@UkfO+{y;ohqjh9sePF_VK>c^xB5#`%@E7C8RvOc$qK}hEHPc| zYwOC4U&Zg|&7hayPjbs;m0K!PjH2x|X5)caTSn~5{<5W*)Q*q!Fj_4?%D@On#1pAMxNnSo(5S`;^x_>3C&cI~jJ_L)w${$urm;+n(XYCD|%@OKb3rW%Fv^l{ztp+MqZa4V&99G z*`YWe6I;RPCR{v#?HZaPdO@`kUoS?2uUO-Kh~6Zwd_>RWY5doxa%RG0wm(GdNJi~E zGw3WD+@`;p^vHr(#2v{tm5qZyfHhBP9bGKGukZo zRRmGrX)BR0S_`5 zqaP}G^4OSO`EFkp>StnkDH48Qgk&$A?)XHKZgX~&Sz|RjED&!}<+mg~=fgSGJzI%- zXNawHAv=%2tl8g~1NHy8=#Wa5*JAP6VnVWwrzTh5f;*mVBGZdzi)+P|WD%d> z|Ld;46cfJ2z~dnEn)xC5QjdV@53JD@d;8EZRn;nyWj@Yb?OfIb90KLYFly+qU%X?96{Tf>~oS)wm|GwTI9QWX?G%j zvDZFhJtWfI2D3?GRMwq0fON8GrP}0V5o-`V%HmR0{&^K2Ne_FHo2X--z` zrOsgX`5pwkswmX)$Gzi1<5e)`Hhin3jgvM!XtEj=bqlR)a4gmFF%8(kS(T3$e%q zSY;RRKlpVJ1e5LUd)IWq`4TwZ4BqGR=`+nDuhRP!(w$=LtoClE#~1nBC74*w>^uf% zYeV}l{S?yUD2zP7?^Q7U6H3*MpZqB6jNgD|Qpw>yl6~jy>QAF)|6a2DEhNQk#}YYT zDfmY760Y2>-}i8I7mw+~TTbQKx3XpjXlxai4u$T)yf#$||DoS{5j}NPYGK<*(W52K zZ8P4ZqHpdG7Lo5L=a=)BJZ zwso+-iny8l0hMqqS=zS4_XS90b^l^NZ^pe-9N(c;Ur65z%NndwhD`PJ`J0jULH8t4 zb+_K?pFMVRwE{a=R46^^$hYgtmK=JGDS{1%B@xU!gIFVf&9EXq6JXB}GrpH1xd z2kwj}L1k8)hfP^oaTlzUF=eIsGH_rtZVTSa&V&-HV-s)y2KFD7({eP@=u7i;^_`4r=(F85=Q z>IZ@C;zaW9-|F{)M%l|MXNg6rIg*M{w;Oeq_}PSKK8#<@_+=G{USyp4_@1l@c}lQE zf918wJTOGOzZ}BXL-J7ipDGr2#_ZFuJdx=Nc=g1!Gqk?gDCPOeQr7wvyD!1jym9>n zzE`o>QnCI}SFh05a&yIL7%~Fu*TH5STYXHDLybKKcalM^I~;!Gw;hbL!$_kra6eik z6aO@p%U;uu%u=aI_>Jq5MnxU=VP?tul;rEl>ZE`1@+yBPYA+*c)>T#)F%GAHDiNI^ zQr*FqUcvq|>6z@WpY!zN#hR~a*;oYqUf+e;=^FU|t;d5Le~|8<(RL6SvWoo}9+oE= zsT$Q)Z&meuzcHRQ_6d-i@7mm%t%dy=ES}68qxE+wq>_z(me_bD{v|8l!+L8-lJ44$ zpvP-CSH$PSdbk|pZ^NI|>ddO|fut-C?_}T@LeAVqXpbif zPw?L=+EgUz*<{b2)@InYiRrSw#JGmTgktHyvdZ_ z3Nkl9IC-X%v-S(|u`Y{0L7HCJ)fqQ$B6mX){!8kmB>2Fc$U;3A(f)d<{DK7?_5Bjf zHoH?f+g~fmoE=q_X`YIJjWA+2Y3q`@3$G|FUiC5FWC;8LvFrKYe(blJ#w*}mnQm$G zhxzMsQsqwRGG}UvJxy^a&$Avi*Ck6_ZA|)+X8l?7AhtY~{hy$BUB8pt^JMp$4?(S? zmPJYaJT_)EUvYfMTc7H#NoA5es~oPc`^3XRyl07H^LWAmEOZGE@5Y9wLwO<0&M649ZydJVE@cl!LBcCFx;3ZdB-HxZkjHM=Au@3GKJu8*wr7|CDW zXPtfU8_$Nx!&ZY;e}?5@dP&57$(aYWt0Q6-f$LQ;Jdb61(ezFX%gW$?^wp01y=nWC zc(xq>^VH~B9Q%OYLs@ST8@xr{hiTA8Z@EY8#)DE(7DM=sl#b@?zU*VoWXG zGysRPil7l6yNlQ5z143xHU$cAnK$dhW4KnS|Clw5D@iw-wo~+eEpOOge_J7bkCC%y z_g~k2sr?A&--Yg#;zyo(-G*1Su;c+F52RO1?7bPbsmYzaI<262rV$<$IkLCz46|_w zo-v+vhwHf#?2$`C=lLr;x6d+q-b*~J*B2nzx!_JN-%R$hQ*R!g=kPiEA^tprO9OqL2e04h z)rW^4>#A0;`^SiRk9iS$S2a@B$t6!va~O2j!}J0M)NB79#@Otzq4@{y!aQ>J2+N~oVnk;n^g~nP95l_cGfBM{E|M|>AKP9 zRNL)#hY)$msIqrN$wlXJ^zw>1!kY+-sA+4ppqVEx|=A$8p%c5hz~5% z;~)AsuK@jK7;-2)8|vo++!`lRWsP9+{1g?D>cArv1xw>`vH{%)#aT4U)05OMU9PtW z@#zr$@fB~%oxl-zwv~_U#^e8yBsDG$V3XXft`^O5hj$X4Ql;`r{<{%RvKFQ@`H#cm zk&x{o_UgZnfinM zSnz9YYSH<9Be!;aU(A^!^4zDzL$qoHksqBq0q?h9$)EH~rHqlrIg0O}s*l8^jx>Fp zUe##6OP^WGmwF{1LGDiMSj5gxvP5#6CgWvcjNb>LgITqNPd}1&qfxqumb+m+fgNAq z>HSHP953T}%UKW}!cqqssj|qw+(-|xP_@)EXroR*5hPb zDEcI;^^>HYhX2*Ex0j>YW88v=Wz|75cW_VP%vkg0I9|Mfr#|cd7ZCq|yt#|a3c1uv zxENkdXi~xT`WLh*)3~)-zHNL=PT-cxGVO@iVtw{c5KUft9wZC3(1RWc{!f_4X1Bd{!a}h5eNruz({W9y- zqI+%FpYHfC{CS{Rw%bHmt3;lC-WRf~3Oc z(?*z2;yX#0I_3Eukv9s5VeIp~;5_)XWY>xMKZ7Ul$8V<_Kl?Az>q@wsM*e?sv>pU2 zkvX}38oDC8x9%*Mzk8Ce0nM(1aI)D?rQcUf*I9#9RmmiZexoErafz*nefJ2wl?{1bp5<)BRX){@pedGKBFG>y74UTT0 z+1-3%4hGD|fvibLO^8#;S%fv)kSN(xerMr!q&W^2d0KESU5e1Fjj^XgF83@?vcjcw z+K4|{&p3_@V@UY`>#la)Qv7?9EJx!_5&XJ>uO+W;QL*)Gk|dM7F<1DO#~cN%{<;P2N;i!<^#A|4Rf~NSAr=I|fR5 zLUnEb?9Tvz!MJsXbZzGObe&vmB)A`ScCl?&fVbi8FO*G>+U^WBfAv2J_o| zz6KMsiso59*2>sb$$dP8FXDN58VG*Zo4OdErRK1#wf4X!Z4i*-A~+Mt#N;N1Mbu$`#LdaFianY{dgWT z4?@LwZVT9)28(3x?#=#p;m@Ud{Qdt(x)X4(rY;QNNr^NmX)r`lDjFy>s1ORJlp#eV zLn<14l?sK3C@D>nj8P;?GDWCR8YH5WAtaKaL5801_g+uWz5VYwdsypT?^=8R&)Iuz zXtebA(OSw1y^8Fs?I4tfsq%t)671oMPRZ zKVHLkx?{wBWNRi`Wu5jMIOU|jtYWh>vC$dU94|2S`!>Uxp)(VsX|v4yDZ$ zSm*qd>(m&ES!-Bgp6K`-4KG$^5iS3L@L+N3W<2>+Jj>~1edw1nUl)_KomP_{u_H#d z7Y%;UNN}|_u@a{z34mda&jw6j-$xD@;zu8H3JWr{Er&rSMFJ6!p0cWy# zqCwuESEt8gJmEW1PF89&3yx906zk^1vWsZ@HqRZWPHC37%oy7fW`8TSnaowmG@UIH zHy)+ogFGu|U#x|FN49OsUgMyd6D8gw(*&bdo~ZSr+d4Wl)7}=Pc58DJ+qGrM>{Bg; zwOM=d6+}j0-9BPy_J`zz!E^CowOWfwaw7{K1Jj$dpSLajdDB&JZDORH0gWu5!Qg@1{Qg ziQ_YQ?fzQNzTt`m^NoYCsgwH2J#xBhr;_+z*!3h)zTYHw)_z!Vkao{zqnxkS&6Vty zzEb;H$y5!iE_L;Ac3%ap9`tRl|3la=yCkyjb`cBRs>R7r&-?C*bnc}7J6Jpq4o&H~ z31UU{*p)8HmvK9s){u0H`+Zq88BLp#>^RrEnI$%Z%kPlM+pUps?&|YYtl7X4+l&UC z;g$18zb3^>Bk#5N|C(r@lX5;I#lGgE<+W1U^_-@ZQ*8UQZ1&G)ez6D}ax&w5w(N|l z!^M?j`9@=(l%j~sXNBaLx_?(6xCzJ7LePr$Ji@Y*fnv(A--*%^qCGWth zrdYp>P7PV)H~q~r;^pbW9$4i})T~g^87-RF=}Kq zJ{_WEv9ASmE`(cObq>_~B9^#a>&bk)SDeXnfiBwa0o6NMx4B*~5D`kkAg7=`hf}@D zkyUADWBObrUWM9t_^ng#IcO}0JNE zdgl4@+cbZOe1o((SMB6Tz7*eo!uT#Un@fh(N?y$q$En?fb^}F>{b-sT;aMTw0KV6V z5wEhuXRh|evx7y2@wB?i?C3GFH^Q@J?hk|Kxvbbqxi@*k70Oh>uC_Q{2K$rACy~0Q zc$^i;LayhN(T62k_*p=CH6?!B?%~p0h z-tV%|%ZQN^(i63l_h=OM4pr}E5`B+F<;nl9$hHLwi|VT?J`RA}<9u&6_y{NN!ldCmyeT=$Yv%}83M-!+ z-cPVr*0Agqagvj(mziTLzjNZ(?XGUYp!g|fEkE%wQ}om<0^Oe#sjwb0sY7IZahwBnOF10ZYew-|qN65-pJ zb~9gF1>cPrvkz-NO{afhb}QdJgr6qQ+E4Im%QvPO!CJxp4n8_hjLmz>#EqK^#?BA0 z=x9=u)=Qqx<-EjkEH)967m1nW;j>A{%+{%1B=Mc)gw)f~&_@ayxneZ6){;=^}rI*UF7 zp^(UU9v}HpKP7N;Df=WN{XF-Rl`5G6%kbfGBs`YSWPko_J^oCFzHnLy`RmOsvMVC% zec#~?S+%!^#?Kp7^SxU3Esbmz4B(bG_*Gr%&=Q&E4fsTgH9t-9K4)!Bi(u&{n#6i1dobrEal#QGXqYEF~O^j!xEc^g(1chBLa--`vwdb5gE zYHMi#c{k$0M=Y~etIxT+g*`j*l_CWr_(COWV0U}=O2+@0r2bL-IF4m6W{+Z6+>MUa zF+AV7N{A~5k$XHnv*V}@jFWq$8twLn`5*i^`C*PFUDnfOoo68!o{Z-=!0{4ga%SUc z7*^ihDVUMx(TB6i7Hv+%wT9x=I_+#?$&ThAwM3$vh1nJ}o?`RlmEBgri(US@ir>_P zQF02k&`wW$YK6ITc~nkO&wJ+V{Yd_wOG%#WYyX{MaySnfi@7Z!KGO)%K#5wgoQ~z>Wn-6=~>3-j`TXoyeZk&j%Bfj+{yU{OGJyDanhay z?-%fKArI^#uJ>SB9qT4~ zJ;Ohi`u|u+{H<;gm>%MDY4z_CGyWmnnecgBd_Ki^+nLPC9g>~tcPrhMrya^3x2bVC zJgZ@BcDuCZbI+5$9GtF$)`@)cU_AMdg))mgixh>lnzQSZ-S`DePAsj6cU{DX?dq)& ziE}PS=8Rcg@&IlRVb^5Cp8>1va4%_eIS$t^r2iDyJY9h9xB5vA@VlY*37Ilm8V_=qh&S!ex`dekNpqdk}>smE!Pk~KGRe3#Ab(5MWv5m#nMKhyF`-x#Id5# zeoOnMa3|}R?og+bcCK{wBNi+T!Q{gaie1Q8M$J5(%v-m-cUnZ>Bi*@xe4p~)kDw91 z%`71KS{5l?#0a^O_T8cPv35p7GiO8Az_MakydIx#5i@gANOD{>piL~3wO*arqnHR% zP3d6}I8p83-VsvAKzW3kS7GR({xx#_Q9W-Z!x9X?0B`mY>CU2eE3E!WnPt8k>{ad$ zzCIrsUHI3j{AZwh*Rn@xeO&Ka&UWa+%ag_DE|@(`#(mjxCEb&`>k@X{4$($D>kYpC z0=#~QV0J9LBdXudDWMmyP0(Gc@qXSJ+4J5v4Wa4L?Y=aBUuzI?tukArkSj6Iq(nG03M!e_plBDJCe5~O*^t{ zcYcwxL| zK$=D3{$->qjvZ&hE^96OuyPA+XC{9U{f=bEZwf3vf+hb4m6asx%JZ|*WgS#2>**i8 z=No%Z$QH+)g445jn_WQOCHCwiK4^xuIH&to-W-4 z&t#>{UXx1;qRi{G+n~kl=eaX47GCy$26UvfX+5I)MM(&EAtO_1eklmeXGM;ANgqSbAT9?yf@>?krNQI+WQav&?`qC`x)*se zdogZar^U5+k$mcJh(tLgr z4MdbB?qsb_^7~v?@U5jbj8>Y80!whAIIhgq=lSaFYa|&@!^5<=22Sh6l!3%tW%AtR|S;*LO~!&CZ9MOW4%^H;EPpVbK&^C}gC~^Ued{TZ$Y_$(PKmpFwmNeRAS^ zGQT8)Lrw+%insOF<3zn=Rocy3y~{l5P1dU*g4AZ+C)ukgeq?5y^@eR(?P2$`4`LHc zH^C=!-@Y*1h~tGxpDaA*^2l#-^;+Xpe6Fp&Ii}_;EE}sWM z{5B>3RHu>n+yGY|!h)=kO@`L2KTRI&J>+Z;_kyay(43rui^`VW(S}BbaYjF8m*2vzZ;GK*WE!=sQpY|fbr!>dJ^%k}bss8Es(_9ykn{I0wEd0SYBhcsrHj7Ar@ns4|Q z!Qm9R=gHqtqu4)CSY{mPtk3L%%08#B$n-raD&p%65X^3yQ*f>)w9lenW10_OvC(2e zdHqy1y3{KePo6hg=TwBx$d%k%+v(khu7$C)0hAw5b1F;SCMV^07_OF2%3%X7M!R>xIhys#G6;RTkfFGd7*fo3m=K3-t5OByZn8 z(MLaQo5Yik;WI1fa4|fN6kW^lf|3v#$-b|vm09E+<_dW}^cj@Chi}gKdPtOCq0G%t zzLN#AviyDikh9+x;MDJ!)&XOS>E{A%WG_`RF}=xNN9lbl`{bP26L9SpOx|KNY`}v3 z{k@M8$#s^u9ytl~Ry>#~o_)hJ`-v(!Hz)aXKh$cn-}Hn)13!O@P>;A*9lsZ;F&j%x zqu1R$a=M;tvBInVe@W}5p|XOm#nqY1`}f1t(=lQ*EQ>(s3Rd}^uYk>!Ad;7 zN{Qc~l4pFG37i4JHpZ=$wAV`{avuTf;P!8c|Kbvb3(?9 zib~wf2FK#W2s*xj9|yv*m(hKz8AVOZxsMikqj(b;@&q+&ZSzL=6cXjzN={Gcs`XXs zEyIGW)+i1C{Y2j1+$$+worzP!)GKBdcM@OvNU!;BH&ajf9yFVu9H8v6^m+j@Me+Pm zy|-0wH)#)o;y^se%y6oj3o!65o{;^QUG&vktbLB=`PS2jWN-1OPnFmUmAu&)4$1oX za-7dM(E3RFy`z`ES)jHkI+L|-#;udEuOp4JmZB^cZ-nPmcD#d~t|HL~Mx;`3%~`4c z!ZN4$+^_8&_*|6)3s`Eey5q?Hin3>ubsAgTs_i=Tx`T&Rg8N}2Z5#f2ve-V1=8y5f zQY?9)zvr|46WU)y$DG$uR}}kDt*pS^qfQ$Vy@gGsA^ZpSU9P`NwDA-lI~7;*9<8f* zc`w~c=<{6Ymxc3-JmpGk+7DkF^126lTxEp>n5* z7|Ur~25$dlVI1gF&W|sOk0r^mR%}kD(!8I4kp>^K{W3pS^3LpIPqvw}U~+_>>a%|f zzWV^%^@Cc@iKuFB`k}a!IJKC52eSKcwW>j3G|t|w-H+I8UkJTJ;$ghGo!;y6{Wr;8 zQAA9pwjH>CCr^6DX#bZwPwzi)wQ(mrN+{b~T*$l7k1;JL zki6pGB%WGc--potPOY5=Y40_>TuQR3WUebt z?lIEs!ihnm!aSwRlXnMZDL$dywcUY z(aIW^3$#D0AO?QL;|Gdu$p|<_i9^{fXYg&tm^pen)s^13a3Vww5o>y5^of}82kUeu zd17u|@=hRoP9e-Q(d1ZcV-{NmuA69{v&n0!lc%3KgRnCUZ`5{atolaV_rq$V|C2u> zD|P4c#O(ik5F_7Fw>w_c)kF5D+-Zhz3Z8Cbn<^0bfVH#MxF+j`!|Ve(P~A-h(WEluvX6db z0sp^Yk@I=!m&)cT;3r~WcV0AEdvo~UQYF)FM%;cR%Tt8e;_U<)juO?ky1SP4Gu3*M zzg|c8BVaN|tG_|(1Pp$Qe?5ga9mVj0{Nq@Dn5@q0j4hdiJ+9B>`WoZY|HQhbT6m2P zZ|ZL|Ig_z0yQkYgKSwCg9aOgJddQCe;MC(h~ad&~2eFKjx#gxzR z<-LN~y~DTo>@oe7_asy0Ga|*mG+%|&&$8wst#qX2qikPa%wDhljkLG|i^^+zgBA~W z{}R`4;CCH()i3&9jNe%yzD=pQ7{8h1zrrO?*4NYiB>xwt{e>(%f<#ZyuzEoRd#GSu zQInUAg=7oy?NXAx&!2{{%weonUGylV?svSq0iNZF({b$87|%Ci+E&`XrOgrSHo$m% zwEur#xu@CaFYV^s<2#Sy zyiItJmliQ<-bl+CVs!GybcM|WFx^Y;oNLsGmK|^;xiGW${RceBx4jQwT!jP`S>#GO zWgY5VK2;u8<#>8=y)|c(?7YgEO<8B3{b_yq*rnpwM_M}ri!KmlYhvZu`svK(z3@G! zwCAbvP%OBSL>bkW(Bu#pl*GfFV|ym{Wc}}cxbr7{rqSRC@n$DZ=cJhIk?V}hwX~R% zADfV71RLFL&a+Tly|Ta->G>I2y$ZKo_`QF@EaL@o9R#&Q+}p+KH|VQ6%P0F=PTrkH zlV+};&x)DL_Qi{Bynh`Daxzs@ezF^j-y`b?$Td^1HED*?sj0}cP^{j;7QJ}eer$Oz z4!oe$=cKp_FS4fN6`VShEgxi$c6@ml%}V)nK3#Hxcz<}lQ^5Gc{1q!6N816o^&}g; z52L=?tt3930iTJG%Nmh95iJDqO{B?ljP0VxKpNcS8}esnFZ0;@I;_cik-ULCNsAYW zDTDb==IG~QQF2O_5RrR`Em^IaeXd!H--d2`F|i$1@2{uFNO}!c9w$;3(L#O-|nKTbUaUQQ*Bhn=A(iDDrllHdpr|oz$3u;BQyvOe%JiN78;JtX$4nMYQX%U2y zm*PnErb6vHy3E0ipGCN%=$F;Bzw*mhX}3iSkHhXC_CK3l@=k0uEKb4X%zw&?R_{XX z4N@EhwLWCsiRS|gqQPBsZiI#3;_`lcd|%p~u8kh*Hp7q4`B5KMPtN6o*k>swKQB(* z3EQsN(onmPlBNV1>L~M-x@+0zLzpyV**UEJ14|_X5?dQF`0% zQ*{z%f6d$OpUD%ms=pttb5_%%;>-+v=7jgHBH1ha=|WOGRA9GJc)EZr%dlev`(Lf! zi6qFL-YfN#SeML1w;K<7;ZA++HFUosoZ}5yB|Al1dH1>mqW56w!+zIdq57owh&Mi` z$E>j#E81l&Xo}yxc~K#@IS%3%(zy;K^VIil4E=!C*-868{Yt{%Gq&x>#?{@;uKMq^ z|C08egz6vkUBPY(#r))H`V^{FS-Cx1|2NJqp!;!bSVO%r^eYCPoR$zhnkYG6i}ymO zBle7gPd&OUhEn2p@&k9JPcnGFYo7F|Sn@S*=!#2Oo!?Q5SF-FnlINV5Hl%2S1GnJv z<b>GhQ6&o*ISy5~iNCLkHx6X4+1IY-)VE9Y`lA*bVaQp^?#udFhg6pI`9A+I)GuU{m7-!Y&Q2%y zC9uB~Q;*^~vv_qC*BdLpfJ{yGaUp9x#}datcRVy-)b|xi90Aczyz4BC%i7e%d~z++ z>WLo{==Ua{nW@FY#LMAynGCy2$#)m&zJ+?8AWwnW4fuPOd&%WISKFtu^!xle*$a>;Vd@}1jSJPss zlF8UQPW|K$ev`FE>Eji5p1|+y+}YnxTS$*nt|Y$QB0}aw?wo6t922cbmOVaKk|=9n zi;Lk$>nnTd!^(eo32wf@C^c7Qv~o2@)uYuOap4_y7^L24BSFs1%G-=& z1{y)jGu2+|_dNFe*v}WVet=C9Z+Egt6ViQ1qhi=vpWcg<%+9cOESnK^32Ac{RV_Sg ztj2wC`q90I=)Ty#JU}FXU20}1vqVoW@={UIx#A(nN=y@u7?`o2lxwoI+$ez9Nw~CnOX@8vYA!~$o z&@5Sk^2Q;juk?p*GjgsbdCt=*DT>sB(}^NXRdIcuyF0NYXUlFg!t8{?)7t$THhF9^RirW0Tmk zm526Kzc_Rk^WJR*R{KP}tfSXcd1V*)?q!){FsiKIos2hg=^vdhEAWf^3!c*4i&M$o z*OA-{MW{kbA4UFS#PKt5Gdcg`=cA0TfAagbS4v3ezH37Yj%1Rhu`3>Q%QV_ zb~do_cSf_CN@OL$ENp5lqE=+XyoEayf(MW;JJ#2T0hj2bHjjTvPlfbVpN%)O{(Q3L z&015u-39T_l-X%K8SP31b}nt)N@kxt!A=grle9XJ*Cm%n@`S&k#q5n63h(5Xz8t%D z!zx+mx~f-?ckB=I?T~4!-kWSPTDuv0CKxTUC$}{QzOF=OZewWkJtQmhw+(cwft$t5 z(UKP~`2p+U$PlC3*Lq)!2g$4YpjMy8o&nm(D#1MQ`9j&^EH_d+f4lMq{^t!qPCsj0 z@V#IH9$jA$!~5gLJh623=a8?t{B;9yL3JM*Ho(H{pnMSiWA%^|w%fz`Gja2JK3YnQDoXCh{XU## zXNt4k)#)cXoyST=NRUjVo7iF)-A3`37vVLQFMq%ynR!)(ZXNPffmilzZeYEvsb8y& ztJSZH8F$cVkKZ{Na<-Naa&OZ{AgH;?eT0aZ)wZ``SVK$nFci_dnc}H?o{S4Dm z*inkb?iRP!DVP0tAB$_5%U?k1$LP0MtJ$ly6bgBpkQ`^zX;4xxwP0VC-0hUy#It7L z&{_J*j-S`)d={(R4$Flw{!tI_^MSnUYsz{@8~3w6?dk`Qm&ne}69?4-uU|7JVn;)JzE8Nc$<6*o)WC@GluP z=Fl?lj=yG`^T?4**01T~G}=z`FDH6+gU#tYsD?6w;hAR#OZBu9Po}|m4MY+XPr=c! zW(~i}36CpS_Zi52PsTh;d6;*-uFp$xateke1Jbb=k&KJAw6}<4S)ble`=_*SwXC_3f*iL6@rR7*4TlYHx6>pQ0; zXN_&n$;isXWDy=k+5>64KTEt1uU6!2jg^OCP06zQ zZPi;Svb7ceCXl@r&L$gQE1o)?PbCw4zGEeO%#~Q3r>2Xv`jx*wVf*$ZIsva+DzTG& zKjm##vQr04x(Y9jbLA)8N^aAxY+e+e*$bQXd_(x*4xfI&@tnw2k4_bFH`(MXi0s#5 z{5bmV^wUq>i{ZNnf3~y0AQESlY(E_A%9`V`_;$QH1hd}8`^ccOszoHOKIUKh=E~4rNF-N2wRdni&4I2v$sg`M&s( z&u`P@9a7xp>YF6)2cKowHbK40(8?P0n_!wZeNWIV&unupN^%Y59MT8O&aT(e4ESZt z?0^C1`8)QRw4KEbT99nvNE}!c#=2l2eH@y za_@5Y9QIkje%XOkPq}q`Zvn}UH7Ce^h#9miOPANp8jhn$e=#a2{$*8v2~uY#Whdp| zbN6el)buU$8M-};EptWwtT*q^?|O;KSv&YTxhgA_z0o-t%|e^>GspeztX{=9 zP*dwKv)7mOnNNys{%*{khw-S##e*$ketlBhflsrPEX;;EL3;#?oyr2qC%70wV_CaF z0e`c)>kxLzX>4C=?Ib)Lj&T<&w^`5U>2)Ixy(Fr=M9TU`yc=ouubD>T=w{<)5t?kp z#KCNF8M!LZxSTS__`F0M|BMY!hyHGL!@e`HX*izr@{{K#oy6}ea4;)mu6K7IHG3&h zUW=>5%nF$OgTBJ!oF*5%&&Po5TFI;|=L|MrrAFq2cVXIM)*r(!4t8~q>p$ald(3iM)BNQ)%}(d}@^|E#^Nmpnr0-kATPy7xfwTYbF>*AnJONAr`jNcu7P zPj}}l|341hA=tK+HV@bOoOj*`EJ-}NB+P3 zbto(RM4!Q=$l18Bskzm?n~Wjvxt6R#qiOo2h+T)(Mw4Y6t-3&BulADT=O@;?4j;zQ zIwvnwFd8(3;bgz3h-KNyl?a_Tc84qVN5O3OCcGWQ5^F`*LB{LkD4fZz!{A$rmA=KC z54E%m!$!EX9s?@D<0kxAqQ9KxypNvqM*cLP_h{)6oKCj$gJAXtEw|G7DXgl=dw;{; z1{gY*y>li-4{`JjWh#gl@z=a#{?-Vx3RX?wbTB)8Bla%mDao)mr+@)dc=dd>4;42~ zW7!fIb)!1_LHbCXDW_f|(szc+-I!h1xN!~?k^^=W`wnL1CK!C1+C8CB8Q;bk->Vq; zvMz2YUFT|Lh&fLMEte9HchL0|mMx*zy*Rx;lv=B~&ZyHB!yB-0XZrMTZ3iY@qgG|S z=uY~qmd-cTa-`XZyxHflg)PhKGvnocV2n^ph1`nO)~Zx~oau9h2Xq?L#b>3=e~hUcchT ztGKz;?;`Aas{j9i)ua9@rpK2^vYO|wfz&B1H50D0*tY?Rv#O~x#0tUrcs3lb{8jww zQE1Gg?>{`THF>6E;3zi9^X(0Ib)D$(s4FMBJB?p{OqV`TZldJ9So#Yus$eA8481D; z`hZ7$r;QWnI0QPYwO&Icy}KaNHN>kASvm8;{V=Kq%-Xy6I{nt`G5bdE$E>>0df5HJ zV(}y%)6JMuhOPJ4@-p7I1U4tavJBoPi}V6~{G5JYvF`-!ZRC-6;qy?;xlz3>WX{UI zoL|$|Ja2&B-iAXFz2A#9Z;A@%V8#%Ua-HA%7#Uj7{5qa_F+0{O(55S&$hl9Eu?vYW z#NUdr%1IS@`ko!R&-iPdSaP`Wd%f|gG-T>3nNw8;vwZUH=1opz{dS|`Bd~CL7yG0P!hIh z`!q*8hvQpTwVgzRH+a-~78*_7N7cU!R{JQiU1ZEGASVd#tKX?wU7?4p`^lQmmg4kY zKfgew3D5XIwEbDxr3G`!)8SQ`?9STg zr9O^jt2_g0uhryC`=g|*^^wo@O!y>Cu02%`brl5{amZ5?M~(i zf6;Uib}WbTX_!3P^~?BFPPw{6d>F5n<9X0*{*`@}HTh%(w!BG{%M;_AfSWaQ8{9ix zul2Okkah0DuIi+{t6;8^v!@S+Y|h!tnbrCJp3JQ0@z0#Fm25?M>UIpycEp|`{?7Z% z?qXJQ;LK)+Lt%9Y$uj%O+v%_MzKza@vQx4*WVh3Uu8qOykCYh*%bb?+p16|pNAs+r zEYJD`uk%c;WPxP2v-ZpQxKv-)^Pv-AxYzG1$oCVhrqQXDnDMq2XYz_WcwtU0TT0Hy zU|b0!MyY=qR6d1ho)EuHuDql8UEOz;KijqYNi|bXKSHi8gbsku`*_+*jZ5hrpS_DF z$@_eZzpl_$a=UkCqlU)t;`-Uj2FYPNOO4LT4u|$=Y>CS%QNZMG4miy7CheJCipQarauS7RSlk$WjR+x52Cg z-^vMwEk&N|q5Tqxo3PHSn4Qxwt3srT9)HBNVX%7>63M&X1X?*Ys14 z^CCT`s`Yn)?0ZCm#`Ma$mph<#Tfy9_Gi&8-Q!jEXa5uY~<|+B8vVV|plArHbvn4if z;eFfqejl@>(d7GDBrOlytawQ7%(c+WX(h?`RUU@PNwF43vLdbm%`;=2sJ9pRaw~Sv zdg@mAmvvw3X%SzjQ}C_y8jQ^fqU5xg&Qrdn_exsz6TdEoZ!)w0jpcbVSskZ#Lgo?Z zXT@DNu_mW(tb}tX47m|Ivl26Vf|CdML>iyUo94r3mpW&gZIoiK?5EmCgnL_WUHtyX z$aaKizd^K2-oUJY-H+zysL>1O8j$@r8vP=swKt<{%Nq~Cq;f{1%b|NGOEts9W%_JK z_7*TL=4$el%pq-7T9kp|C&ss>TK`fnRcN=HbU#7&PN)pWxNXL;2i+S5n3y_(28?^dKhHXz#O=&r3iGWMm^7N+ z$(5Y%O3TTVIrV08-B0eE2Xq}xv)cAZ(!UF{HToH(?|FFtlQQdlst@tHJnU?koFrP5 zBV*2mx)=g~kg6ZqkHF-du`&>T)nSyig}11k=a2XCvX1`0$L~K$kv%rq4UpVu8`a#& zXTHIiN8s3!h5k||>&6@DC+p1yYioe(wb*qCubj<(*|8u0Z%>(-&kr|l zon z;`1!OTdz6Ur5P(%CU+T(YJ$brh(KRK;!pBD1E&qFK7sVf{k=o&#EaeToMk4EwT5#= zxa;)wuuqqejKc?T1ePd0L#!>0exW{>MRrM-(--iIGIGjGZ>*1WsU zI=Y_xB3baVlBO0^KY-8_a*bx2(MHL?p<9c5*%vVz1M*JhEN$FKk5#zaMW4y`m;Lyk z!Z>?H)@yB&vEf0nZ@QQ;QLmpv>37=QE6&x2eNzm|o8b4^BWGz9D?m4S)i1%nLhy+X zO;9S?qsy_t@#-w6!y~wLH|{2$XWirT(E85rio9Ws&lw}u@sVUQ&Z!2Y`Q0E9^;Xfd zuDj)+cooTKkSR0bXrI{h2kz9R&jRe6%t!j_CHXGrWBiS5Ias|P;c>Hw^sLDHC=LxG z!_V+t3b&rn&U~n@n*U`zT}_`^ch%hTVikedj}@}g_j5S>G&WGTM@lK1OlFNEG_ z%?pf9IWuk?yM5r!bejFa7M0YyPqbOeB3Uuk%?#^U2rYu$C8SCYkMns+5js3v5D^o- zmh+nX3K)J2cGe>Q#kjkUe{W*Ltb16^_B+Yg85;|Wz5D5Vo}W9-9+Ev|u^99jAD`#W zRIzAZzHk)Gg5qAIK?!YTTxv<%k}NgH@3&~%K?K}DpVl-k&7X^j_)Q_u5{^yv`aI9B z>;Gi-e}^O!Sf?@TZsjMleYfeOt?kNRf@3vU=|<8opi3WmbjG$pe4+RLKk+8PD|Ax*X*t61|TQPl| zGN0f|a>|sWM_(;IjpLWF^Z(f43-?c?Wim#0gJ*Al?MuV*1=60Ym7G$0teEvY?5@)D z6ungzyOt>b5U%9xg*<_uub-EA;pe>K6{XgZW&(NgM(QlKyhr5E%;*Qa&$E|{@Zl+l zWL?C3E#%2aW|_%fp51cOlt}KBqqW$>Of}~vCR6o|SWv~kdz8(Z(jlVANb>y)y_^U3 zJniyk`fcdl#pCl_;vOw$HBvo)Ehop7`YfUEuhq@DvUkut`xEmt?-f4vx=4B_>88?k zruLFUZn)?;(#V(RJI8D7ak^i}jyVsrI$XMv=~d`uc9>n2Sy`9->%Fy}Q~8pI?MPT< zPhg(-4dMw))b0=0YCQM|zLXrOUG(`RK2|r{HK+ARjCocJU8cWcG(ObaYA?>;%Fj;M zOA$2-!>%6Qo#0>MadTtfU~GOuoxUQ$`6O=1pKn$w8S_VpO+T>TTy~zzs@dQ4k9q@P z-WGTA-1re*vqqUaSzw@%d@Qf%j!7?KeV$_sgyb#cor1dqU^qj)Dv+whE(@?GCx=Zb z7zvX9zUfJcm?Av1w@dQRzE;`<7)d5taAot1jK1VwVfqa}`Pdu+5pk*&RBR?`MZ!_7(5PstaAu z3Zb7c@l&mSr;V1FSP7>~Vo=_{c8B;rV&60ROUACJ^w}I!FID?n`aPxePN&@269kGYnN#JeDKShB1KjQj>o`ACC*$vUGE?P~e zz4)ITAHU*6PGEeQ9LX;;oi6!ycbxXFfJQP-?{@VVaVuFc29qWE@RP@LD!F_6e6Gm8 zS|9DTm0Sx|pm7y;wAJ^1nBT~VloM8(iXmgPbpns5;mY+8eZlDQ8+KmL&e$`>TbIDcIj4q$?ft*jg3kD})#$GZGV8?ICf0tM?k$tkt{B^UYoHd$$mZ>uZ zZtZAQg>C+OHhly}|5gwcy77p+X_=kHc{7wzAUWY~$GCGK^EL~dAR;He_hFapM9qoM z=it)M<`08Ko;BK7X)K$j*FmHz3d0#jfV}(2`QRn6Y=aon5JyVVpa_YRVe)r>oq%0E zU~{&}K8f}6p5t43W!K(dmV8?IjL7d}&LI3w^nFbX$s4Ha*lQKf=|;0@Z^z7=lRcd^go1@llW;?zU3X> zzIfM6d|L*?vEuqn@uxYy6ea5>@uWU$EuqN+F!)W|->};(Oiez}H$|mq$#tX%SB2o~xwS>waxRbMOKB3hakbIUtSutK7n|_37-tKI|gO5e&3b_3a&lz68^-}n^n6Kva z$vN~Hru7G4b_!YM(rF5PZ^p!|kGP`1L$khnCVOuXw>CihdbOHj(p$bqY$jzgOV1Q7 z4klyH&iw~+J6T{aq-L>p6(j9feNUisWp%UiXb@B`^E+AHPQ;0ycx5tyt@f=l882>y zcuu{{`ogTjT?^NxnA?eMv-6`4q&8qzZQ6$`#YmJjY@PI+vp~-+@X|Y2>_<#bX28=6 zV!}jL%mSUjWd1Nv-lEuNiN)8P{^*6D%hWOG07==tRDC1?RPBpg5O#4JNb86ID^OgHtS?t~)My2lf_8m!cde)0#z|(AbHVdBM zr8x=NgcgZ4BlYqL z4=PNCwUG3sv@-(dl4G(QDU+4GFMAK? z{q4;Z?&UFA_3$uU&SbeJ(4Qdsj>MZKqEgNe80~j0x@A??vv`>d$34~i83u*vo6`g@ zVAv3T}*<@xhvdLN{(?0J6~Kdz)% z&Ubtc!!C#5?`%9k6vD-b&@wb*#n%DoX*C# z!hW~I{gdc(J4stB)d1qZv-C|q<$2oE#>yR#%bT#rMT0M3m*-n~vhW*;2a_e|la8gy zPLZ!OIYvXNKE12auNS{dF4YoHpDSKn%>vIEA@T}=2Q44XXz^ZdYUDB@`s$Lo3{={;5&^hIa@ZX!*+?_ zrTNU$tZ|3lhWULIM9aZD a1{S~qGRQhxxdrmwaroRSoJVA-iA@&a)y20*yC7&Q! zvQ_nl)SI;Z9}E2V9<~^LZ{wqXlV-c}$-(yutF)$hb@n+QI@u-F6kcsaq7xur8v+^4 zv;XrWY`cd|?uC7M{?ma>zw(a?(9P+zIhEow=r7cI_U9D$yT5U<56iX0$Pcvgkl1{T z`nwBkcr1M4OB1!0J@a+3|1&b4f^)}-f{VqYw3HG1bFqFAtWM%HkBYqKW6nQj7}<%^ zA7l1|YQC#~!k@a6csWLta{n|vJjn(JD)|fvI>9Y(1lO=v2ld*s>ROh`OzaC~x3KkW z7G5BVWtI6HsBSA57k*=_5tuTNWZ8X`Tos%2@;qB4`Ys~XCF(z^=ABqKnp}smKr-xo zp~Z(GT@Ah;vThf3vWl@1xlV@YWPcY|wx&q8Q47KLWi}j0sw4Q#V)suMyAOiL!90H| z7UfLz$MoM^sjj^EAiPaJ&hb!A*7bI*^)}sByElN zvdgrW=VNvGQ5}6IpZqq`pW;r=t;$NRQZ&3nPX|IfX9;hmU7VolVu44b|*->xMsfxV{T31{e`L(&}1hJ}ajE ziSw(-m%Vw(T5qXs#qZ1 z->})&TqtYz!{!r2nxP~gjJKW1y4SyT%De^d$6DP%N*;Yf-&V( zY|9$LWYfHg?8A6mb1b_XTkaAItHLR}3zlL;e|>D=|2gUVXnOU-^0lrDwc?U`Myw|Z8A6Ps@>7BJ3|juNjasUhs4*cLadGt z<#25T3!Frvw+bR}G5)s^ubvP={$z=zG`&xtokP9*7 zWW84=_fFnEN&K0Gt$7Z3Iv(el$UFS?P2Xbf;2o!u@j;T$({E1MxKl4DyE7HyuhIB4 zHu#yPZ-aRDcz(w7&c)5EaWALP9uK=u^mi5eR1ke;@ssyynm747VP1m9x3SNGbopAn zHYD4s?XIF{&eMF0&+nyad7n4a#_hZ{&nbm@ztzXjG^Ow6vrEaD-AkikyjP7;c)LX`8miV=eCG>@tc6P* zn!kv*b+z0CKc0lob@cp^{j<04iGq1V5geZZpPXOb0w3~JW~|s!gv{${auAPuoRo|C z*D$R71FvWEguh&Cf~SW-HTz69KxU`blgs5@avu!Gp%|L;J=*%~L{jwR(=%b0Z>9fJ zKUu9#z5;@KzkkTjeeA zses+d>iPnP?dHLUYI!{U>#H-L9LZEthlPvM_Y%Lml6svu*+IN%qC^u?Y-68SU~{o3 zvD3`pX{}Aeq-N@6&)PP)J^=US?ktAS*_gA1jFa7|O0MU$@g=_6%K65Efe~dF_S@tG6=bgwTwTHpr zWEv;#U*dB;IL@N|;dID8jL$^2WSlsbU$%kK>m+$X3x!GZr@M`zpR8=P)QQ$#;>dW> zb(HqjK>sNH=IpLKCt3)l1^Do$&r7v55d&7S#3#IGyLS6wYR;&gsKvj{3!3q*$(S&m z4gPx@c#(Sh@`$V`I)W8*;$UAtR~s)jtM?3MJf-$GxZeTlS>soSmzCsMg+!0@`0Tsn z8D>;D1mE*cJZBF5K;~cg{(rmQGWy?!J5|V?xnK#}=ahh-^_+JuPZ-a#fBM^ksL}|Q zz2LfCE1&YqM2zfRt3;aQ_RE>jd9IK%i9S>#C%vnpd7FISFeRcj2T9~#gN(zvz#(hfppc_EIUz?TmLLR_B*L}(JH5EJmatbPUR~D zg=Hkm2}-*#xH#7Ai|N(fUjx&n+I|II&$#jc+-DnWv$B5wB>4QsC>!Kb{k*A9l9{&F`mi)-BH9S4;4#9SonRV;@rHE!iF9NQT?{%+bDdJtth& zz}a(fxDD>S1^c3U+oQi*;d8$FhvGq5_GrW+IiL6rwwh>sN!F@+V6w_+a1+c=(SJLB zzQ)zO8_GFMb77nF-p_%1&W_1S%gv;jjUTmKSxJ)pvE@47f^x>-XF|Ks{LHdw=EgJ^jW6do}T9jb+{#*!NB{s7H~LHrjrgWVRR zLS^i03xPs(*-EOX)jAXJjuzw2pwE#!afSZMV9Cj1butuRPQI)2l@cdkB)k!^@_lQ8o|qd{YBtkPmpoXm;jr^0Nv`}Z5; zzQ%|0wXt#p%A~gL77*?jbiZJPOr=kZY0HV(!4pn zg{8JYFS&C%!(~3NONObO^ITaAdqkC$^v}1RFX;XhR(%SeahQ52t#@Ea-a2-|^gQ!? z3Ree`BX3IbWZ_vX%^7nCm?eY(wa9WK)W4+raIM~eORt!_wdKV}VEwst{(=woscmpsz&j4+K@CaU0=E~Dq^};n(odLtp%}ANyWeBgGFw^WI1%?!Thah1sb5Xo`| zcwwIOD;6Aplhf6D36EZ6-<9OK4ToOE%OKLh-FMlbfvbs@f8o?d<$7S>k5GS$Z`Fcg z&JF&YZ8y9B7YnuG^S7$=674sOLobM?9n`3bcSn$X5k6drwP)*NFVuFLSueoryt~Vu z!27h9)j&^?c)k|1LLobwlY4WtShkEe{RsKJN)%_)qsTMX{Ja+qWaoQw`mDv3vHX1i z{^t8nRzyCm_l1zG!?M*OaD!`?;QVSDRTM?)lJI3{7E&g8O_G-^&!~^o!t0o}o`>Z< zavi8=T}Rdg?1uDIe!EQExC5UX!8CJ-19@kC(vMNT0h?EZZf9C%t;k4i)xpoEuuF!X z+eP7w!Z{=U2NLu!_ek!EkF`CDTzMy!HJFb;EPHdGr*BR!>PClmaP|tU8sg5IB2V5D zUgZBSuCFC|Klo&=->q<~h&joII2qE{W5zDMk5_gwnX|8CBzY&Z-4NQ3XQ2vwwkVzV z!RCr&sm&*no29ij&S&|oiq6>wo3vWT=aOu99>%WWkK45QCNA9%&8(TK?n)K?W`E!( z5Z?#0vR*hRAt!@RcOH?ak27&-9S{ABrCZ=eR{VD%Q6j)%(JDJ|7D9Wte^)@KAHBYY zWCNdDx|=6s*%!A$sfHN%nvtl1Xfc=wn zf&xKu9Mp3XaPk4P67TmBEt40Z zv-WQnSqCe5wCH#zORdC_16}(=%k$Xh8YMR3M0P9J^!F@sWKQ~}__!X+zE^7s|2~UF z*WzO-dcH!A)Z_tm zjqq)hYNq{F@Y^m5WNzOTRxR~^Fv%Lj^hjQkHzV22*xZ$5=9vMrSJ|+ovE&%#rxzgk z2MtQ|r>QKNxz*n=%g9_<3stn-3G>>K>|jzhf>u@<_hZ$~KIf_a-K6PHx|>LoHHPPj zs>Ri~M;yx>JsFKE^WkJ4o`SVsiQC`mr7pX)!^gZ+cuP$D0wc<@^bca=$4Y;qX7-kS zBr4v*zpmELwU}H}&w0*tB0oMz&#kmr9#eztOz56Xwo z?s|TG7Pj9-k|rX_-}zQo(p*fQoIkigy)LYBw7=@JT+UF-isp{EkqCH- z@#ZT%)uvbGN_E`H8KXH>vn^e^iBv}^c_c2}tG}}`GIO=8-R_PP@9?8{NmyI$V{m*Q zSf32Fow$%EMJup)5B}usbZrQ~&96@L|Mf<>OJJCiIiDoiXv;%&V}Vr3>U}sFt|Cuz zjo$#3lWBRTSWrWZ>P?=l{?BUGioBzoD7%{;_4)J#`m0Nde{r+7ejAz>2%zq3JNSP9$A&M6FeB zkJ9JCs1QkZ()M}%ZNf`8JqCl(i`!5p8G zi}EMBCih*=6YaxZg|MpV`Wycrv2#7bVpzAV@f_e+s1yAw_j8Q-VJ z2l$(lVzQ5Yi9WLjs02UEj?3(0+oJY-`hAR98Tp=P*X)JOTb_&5&u-5@*(2GgE^ws{ zKRO>yS?|1>*PeuHMYMh_ukH%pTCmAk8w+smN!l)?$0QcJNKaWMGLXdOFyalmf1~s# z_+J!Szu|giR-5HobM^9G>UVy*fk)lIC+8O+@*L@_>-}rizEo7~2F>hjeqXC2cwQ9| ze67Flf@KTsUjex@A#g49-_XX*q?=2!acuA_PXEQ{%Zi>o`OTed_Y`Tq)piZqPasc2 zEJ?4dzW&epD`?KJm`1^z_vq^Lx zc8&4*3pPpKjyK79q4u8D;{@1LbEhqfPj+Pii{zZo>@HtSzt%X|T-nm%Y0l)!u8^m- zmbE(X(XAyWY+`}tO4KxhJuXU)(95a%-B%0cv~`Adrt+P6dRoH|PGQBz*mj#JnG<>+ z#N-(ep9;GRNRYi?wRvI*vNUJo{UMU~K_lr_6YGk@?{$njmn5UvdZ;_uyPi2^-i{wf ztFs~eKVF&Hh=BXhnrokXHMUpP$+{}*1r z^Su)xG+fy$Fm4lmzsI|t)MIU9=x(3uz^^{<-$ILXjsJNw)fYNB11Nci&Sj0`AoHj` zO42Fw)0Q-R9|td|QJx5&qr~<2+)RXj*Sw^v(fdiIzjv*P5wRg;Fv+tWe)%yP1$DSHn)vq!R5 zKh0ySlJ0I?U#O+?Xg3@Sf1>?+eEdr`uF7V0vEg37b5`k7e0e{NoE{(l+$L81TY&u!qG=tLo(`{-Y?v%|Ijg&n z+2;FNX-l^87;qjG8td;iGCfQ0df0O|ecBqMveWrS(PAl^{>Xo)KtHF>WQ|ZG9+i_h z+xpp|y>s-sMSt7%^sY~@6)>(O)}0}Sd@AOiVjP=5r+-DxzxCK&J9)c)3o9JS|4)P8 z@$9*R?OufJWQf!!-~J@MpY_fs#Z;V2UY))o(^T=K7v3d%>NYK$irdK|k>@YB^T(VJ zx!I?CA(bbc?P!-gdU+y#8%ut!?|u2pAG91r&#PhA9m{Se<2>yxz~Di2PM-MN*kiml zlHY0!c4ep58h48F(;IkRY4PG`+^DC8t6)<>zsqnaS>LjAExDZ^z@g-;y-!;eF!FNz zsK_4K@xGVN%Z)nK^tV^(t3<=$5YDs9!y%hf_h#T_PJPWtcZ~8`-JP76lgK=RpMQxd zOCkF+%<}&0GEC0?!!<&Ahtq{R>~wFPct6BhNcy?_##_e zQZNGa;=3jF(^9<#(0d$*?lqs9A+}uNQ$Ou~4DG!K zO}z}Re1I+a9=ye;88A!i{hLPLuv&5QyaxS3B1K84{>au<`1U-ltkvEj{QD$!Ed`q< zkhzjPv$a(j>pH__AUr>Y#CGFUb}C;B(L11a3i)z!N?YEt0}`M5x0P=!W3je$If`5# z@vCIde-5(Cv2LLHzp8gTrmkj<-+0Kgq#Ru^OPfmDGs$oa2EVMYKCWJ)g^H}447vx1 zQ0s6jXA(|>`j_-*$&W{f4u^?T-{_}ZixM$@mdg zXD7fPIXMGAHwVo-E|V!0XxN03~+e%>PK2lezwY z(tM?}_v%xB?=2Wvl9#YA)QXYz2|u5*@%eoC8d$c5{VAg25Z2B}a1=jE_TSc8ufR*Q zYT*S;&9j-RdP*LlycNy&`C7^@;CJb5*J>x*DHqi4Ah@f&Q&e5wsybK2}^Qr+fyvUHsZq09K*AS~S}GIzkE*;@Ds z%Wm?M-HfyNXx8{*%`Sac|P&xYwZ{gm=IX(1PbdRp4^#vQZh-2GqpKUjhuXY3jeLI)rH!eOl6|M8D=qaqo<*{UE9WTXoRGS%{0^aqweyuWazesnEI-W8M%WJF%m3{)I-V@8 zSS;sc4s~shzH)};{px&4-dSsZ)1^&NJ%5$;!0j=fTTq&BCH(u`4_kX+3t`@b-qHvKEW(`_Zzk=sWd-)F5!?kyz^c_qRyE>SAcGAz4>hAwhO4!;(C?gea5>NHsns(4qaUf>&}K_L?_#%2^eckx z-TD4j+SF0^GB(;sy1a2KXEe--fA>TG|0LZ9*w5wn2XIoMLXthRQpu>KG(-c@P!SE3 zloIV!iqOzNDG{k8NirI;RU{FSQIWPEB5je>^?$ve|MgtY`hM?m&ilO2xj)~}=f2Nr zOt+q7zKOTx)8M(HVD?qynOG_~4#CJV?DsQkZgq8)e5W_#!9$S$6k}%N%C!Yo))yP` za~!)eQG?Apj7Q`-!wo#=Geu~_Rm14o9vfaX;^DNqMeNyteDA{`~kxXqDAti{fTd5MalC?IDiyQ zu;*c#r=EH0tX}9-%GX{=?&x|v=?LQGcm@^s3&J~;95E)Y4sgNs!Tk&BD zk13AfO>yj7?=OeSq53?)Ym;}gy}o(cnUi~8Xw?rVa%U#BR4%}fr`hHkc)fvPZE^om zHb`ceWSeU2zvo2ki|PKMHk(E2<}^P^40uheOU10@o=BeC((wO`Z(ir!`$_*Odwi?JmCe3Ec z^%%QVuglqc5pBQHH(8g?vqC0U$LD0ueWW8Sd)C8 z-(legICdv1?4v=hAS?L3mc3G^xF*Y#pv!r@H5mhIYk4j1Z-D;i1u@_`V`i6hKk+1c zupiXFjH|Oe!MMuWQJ$xhDV5Yfl-qyB^sGl)K~C)AlNCyhYESNuDS2ACRh@R_Ez=J*!>{hlln1 zolYH*2NrOlF_u)} zJ^S?hPqh5dm_NXAWI+V@UJUwywE0BQi+sPc!EIu2DuZ^1V)hj;hD{-n<5zb7*m{|o ztohWq7pJyBF&QqCm12=m>bWkdfOq-CTG9J8wAew)nOd)=FlaH!#12(OSd)LTo(498sAvgbo^_?Rxa zzj!CCn_^E%5|1`ZRZ(s>Pfy;zA}skaiIQKqrFIjHSrkrfMZL*TpQuf)8>f3O)zkk6 z=Mp@w7+ZbpuRJTyneIj8O4X`Q{G2ZeY&Ft{_+HlgKd|z9qS2o$aU{Pg&uXRdB_~zd z=v$xn_QQ$)S;@wjbswLoVud~oL+|tZN^z_bkGzhx`q1Ph=-=VB#Vol5rrAr=g#KSb zCp+0|VR#d*TJgDJTBefoN|xA)Tffm{o8P-I@&#y|XTEk;lCMdAEMILx^YwgZqq(v( zu?DOs)1{ixbKhg7`TLVEpDG@9J@>NlYS6MV78T=>M?!oruD@mUw^^|QoR_ol7W1VJ z=`pU+hC{fxdD{7z`-LZBXBP-wL)SBDe=W_E^|Tvi++>t?R;uaP*_+oshaJyiT}`V< zIsK{`C+8}vkf#EV&;6XL^mqr7hqGv^Z?|xTl6zST>6jD!$!j#mRZ#BfysqcXxU?9f zYT?J{7%|U0uk!u3%-jp_KD4^T_p0#7Q?)K(C927OkNB!+wqv}rA2uXUWgWao9`oDS z`xU;vhTZO9m&v5h68L2Q*TLsx;rWSj+1FUkI zQL_8$Wo;7MQ=#x}voxdESHHqKd(5BR(5KP9TS2tDgNH6-^VG+z=e5fG zu&1>+ci9HJg6v58Pw3DRdgCEdjGT}0gYR9r`~dA=ap4hm>4SdODGyveL5yXraFS~LaXTeQC%BhR8kDz9X1z1jOeV&LH<%X9Lv z^vDyv!D3SK&n_p+N$}4pfWP=cW$*r_^_lP<1fAr2&%W+9IB*5MvQO*~QQ=t9CqDkl zAFs7uCR^27jIZJElSPq__|Qz~UGMi%`0xdG=00ueM_)ps>>Eu*=hkA=_bf0L5~Yo{ zh6dwZi*zySM`ZZ_U1!-1e;E9~BiT2s`iS?k&nR`Tv)}W4D^vp!Z9{>K<#}Q$?_7b3IR!PrY`bk;-Y`5i%>S?Ki@3in*6rmxdd&8U6DVvjwkAmZ|6cUlHD^f_O0d z9xi$efNWJ#Tur88H1DTfYS~Z6>izuwot>I#H{Ez;jXnl{x?tccTBp|AOylea$y@QJ z13hylH`%ifFvnfEcr~QPVUWDV_X|NIpDzI2rS3#eeAtxaJ<0Gj;_lQ`Kx=*=k z7%HBBt!1vfH{wBZ3#VGdMJ$$GT4i06b|B>>I6qC3+@BwfK?5O|Gm?v7@iV=eh|MR# zAv>;`S{d`%q7Ru;*XUbpOTK{YJDNbcRQdZw33;RRvVqDowns+emMIK+6J!?UsypgWQj4>p< zl17aRELO|>^IY%#&2}BgSb?V|zruWyT(8AEtqY4PXNXvkUPOlrqkiBqf%nvs~_fZ!9g?HUe&jVQOL$B7Q!)92o;4|yl=m&qb zVX0GSP?s;Xgx`FAU6Hn0)IAW*v$E9d{eoX# z#(G~vH_!1;=c{!JJf|9aj>N0%IzNWY$zd}T8}poVff;@agpT?3p*`==`#jTLYbD&<{Kh^q>%*RKNw;t>_kf#YQr6NvGo|t_?<#FtMT{h-=guW49zkhzyZ zEg4g?$07GGbL#v&{WocS11tQ0?c_mvB#XjW*I-M;f$pTeik-3#Z!;F>E?sspwlQjL z9#a{Emy+;%F=?BaxRPJ3;A1};rG}PQ(7O`v+s+fN!rVTPnMtdY;FxO1caeEC##HB< zv$f2L-68rH;on19c`RlP7PH=k<7D$4O7HG)N-e`VY?Kp0|FK&&Xx)a%?aW$)$K|}- z7;OuaYCo1AWS-R8U5t$n``MmV2ax%H^ghm5sY2bH#gjp;2WHI0oB+wGGQ1||?2Zt}SMmI->Dmg)vsvS85$Fp& z*5LaZe*2WGh6~v!_j0Pzr6!x4=XWLT3t{-VX1Ez^J7Lw+xOx{E$D3)am1_;8et=Iy z=$yb_hlw-UvA@~-ZN#^7&^&=ZrPk8hMob0swtA$-=Nzw|AIfv4Tbf2mmWxOm%v-44Z#Hqe_-!`HF!AwBX8rWq@&;XT(G z>1Z+j4{d*eY<9AI#-oN{Piu1b$K7j;xrVjo!tO;V$Vk@Txej>n8OpQomdz#g*v z0pIl^TVvWhVy-XDTER>|(en;`PEF7cyw{#C-{bCQSa&f@R`9e-vFYsssjHj&dY+c- zIp^Tf2WBdZ$9c~AGGyAaLRXwF5C2z1z47Kh+svskvJRU0gjS1}T|~}Qt=wPq*$MMy zq{&{K{amXyr$;{9cgMpAtZ7$}FVC8Dr=zZxU05Xf&sMX~Kcp#5n-|2i;TZWWoO325 zSKir)z0MlAgOQrzo%IHj7Xg9_*Kl3 zr-5s{HpBd%>hUEF=bP_6QtV;fSt36z(Uwo(CHE@Y6g~*@15&zQjO~_>z`V%7XFHkRU_36X&iqUuhEb91P#Wp9y zxB(ja~oh}-t+LR4eR{O zd%CgA*EqC4o+mHk>+JWVck<+GsJ_M7W(sth!aCD1CzFk0%Sp69fd{QM%Xt|04U2w-z2nS~ zC&UZL)|lj`x@nQh|cg=PT0+5zfX<+ zknijfz27R((tpL-KAF%bvh{B`TTFDh6*F_Msi-kdX8VRLagh11nW z?t9MF?K4;IhL*uwhhi;^WyxCRYrz7^f6$+uijcJ} zEZSPhvWF(m&QHL#2e%s#5k<|-#PJu3oq zCeb3O9>zwEjZ?>5uVL{Htvc|e^I(%FHr4UI23bC&`wgUNB3^z=-oY4#*G=V}EihPWt`WZPhF&rY?1to8c;reaC(@HeD0g8;)A<4O z<;v+1XiTO@&Yiu@;=_#d72R@v=vi}YF;hjzmee!P9EO>FEp|UE222w5C$d`Bm&0j% zv)Ql0uG|m!+~`})x7vS;$=r{W<*+U%A{X$S#q_Dm0^jns+5Bdr6)byZR?_ewthtU= zduzXkR-HtYg)mF4z*bm$jA)zlM3?i#CgeF6`#$F(??HSpEpvY7{DQT;enGTsDAE)q z^_}`QEohb9{u7Lrti82yVId^8=`$a8*-<)`?>C0ZVcPd5`F{ngT&^usPi-n5)#drQ zlT%8Ro0*uKC{t~S7oLRfWq>-5#n>(iqT8l{)&6!UwldO#mS!}7e*c%T< z!C-`F*N=DINsgRVNv)(M1?%K|S1oh!?^M{Qrq&x)va4|L10I{tHosbzRvU4bc=Lpq z+!SY?!a}FL>6<-%YDW5@a6pwam*&iY&nj>{%!t5tSvs6XjLxMdd zx|~S5otQk~s%xaIG4(}`N69yo#x*eMDi*v# z6g&i;2Z&LZTNC zci&`-%A!Z|dsQXV2HL)Ato%KioqN$Bcg|9QrnPlyE3FNLN*2V_hscp#+S%)sns8-&b>xY4VV@jx{pd26 z-rrc~j)e9!(JxtYH}IFYSs>S$S6XBLqThCF*jG^50EwX@S$iC9!CO)nGIgx`(r2bV zsbrStMzeW%FFm@6FO9sm2kv)^E&Z)QzhTLAt8PQ_tpp^dL!uTgmw|UqvVRZjj>gLQ zsTYjzYjkj zVUL;6xLbrd#x>+g1?$;0(5k?jn?rRe{N8ZYyx7`M1}PZm_2FsO602T??bgoozLrV`UEoEOv>LNn{0`9iWWPe zdY|uawJ2+a_?E>!Gw&I!Ivb8h(XhJfi-A_mMp|Ei{p%sI4C5Xo`vjIL$v)?j_Cr|Z z{=oUL$*KGY*t8hkQtxab`xS<7Dt0f@Gx_L`!Qi=K;b!CB#O~9`{Wi{2)UGV9E`-Rb zbV`<>R8$xxvTf4#Xjg7)+2&tf_BiRUbk&nJxen={F?*h%9;f|85o4LZ=8Il~pmH*v z{Hbjhvi^&&C25vViMft?3LE>(x+Q^EC5QT%(JB(*U$6?{^yG|y909X&NDe!i8CzP@?q1qE0CcQHoxKuCj1K*vQJutZ zK;Z*2-%g`lUdb-{?7S&M&N5yZk6$N4rKPs1!1F#0Qllz0m9FGrJK)rSMQV%DYaw+E zd)-0*T2M}I!D@7Vm+ubME+_mifx|LZyhT*{#4Cf?>^+`0S!~UY{?Eug3XZ4g^Bue^ ziHpfne3F=%>~J>}c;$h-a|@(;l0P+u<177Hy*hr+G~!#(&mQqqYkPs*g~|05Z~9m7 zm6$tFbZt(9?7?}*>fBbGDg@`dU~@P5hWUiJ0#i!*d4f4}a_dL0&!yvi)`LdgD@?oM z-krrVg?Y|ik~D(PD)Kh<-VPF0F?%XB=J{wZaWDB#`qSoXv!BfqF6AYg{Qp_O+^Mg) z*pI34w#fxK1)BNX^0A-EuH4ouz4+P^h|M<6EwI=G zr>wjijFg%pVfr?V=t|yH6gY!4&0+CA#w360K}JsfyjR)f5Av3`wx7lC>f(L_ai>Ya z3SS?y2ScVW+m5zkAL*T8t_+I8b}SG3xxo9Uvv}^*HRFS+=ky7mJ4i%+oEE92dMmD_ zCUwVxRdF)DpX)lS3ic$A<(h&O_RxaZv_Egy1*K}{>5s3eE4tLWunOj1dG7;%ul7#P zp6q6+okn__U$qtshtTh5vHMHtRVLe8#;EGm>U?8_`1n2VxD)r=;q^i>?lHe-i73-Z zcmQn&Kq+-VlZPx<^QpzX%ZSOx`l|TZfGlgwcoF}28$-t7WJ`9<&YgTJOy5|d+yBM z3WW*ASjP%Wp;*Z)$=+22Gwva8p3+pnrn;iR*VtZxln=7T`vpi|>zzen^bEaU6JN?0 z=Xaj?3@MY(;zHjI3$C0_(&IiXxmAqZ%J*;ORY&mMwvH@0q+eyAzYu zxCC^v$M^s9!sdiVHFm1TyA$27<7xll>*uU7+AWeF6jYMa{BLkdvL z{f(Za+(^P%#&`l^7vk^?cx-{rMpsW$dG~p&F%hb%W|_UC^)MhA!6sqvtE_&FRcyOe zJ+;K&#hOYGOs?P}evc5P_CUQJW_A>%rqgT?T$hsL6yw%1Z|XNCXY!fw*pDX3BE27^ z$FTDmM!Q4H6M1g#;*BR&GkAR^W?um3V|Zt(w{G(DDNJ6C>+}82S(Z^|pUZ;3VP7?W zwXn(@2(QHH zF%rY~@xYb^`rizXWX`yf-O6eCk^fucS66mltoJTlUd0N@BKIh%vwO4<%~MTlui1{E zd!E*8rCFXfbu(^r5qc*)b4oTf$Z{X%PX4r`z)wr!Tw9oxhiyq$UdeGi4TB#v*EQz; z%`3@Kwa_(We?B~dbO+;R6}S&$i;qZlBA?%ZgEz2IQCPnQyMAQuz-!7IJLjbjCFA8{ z+yt|o?C;?$7Y65U-UzzQgnAbeY-XF}fJqI}YefF6FRA5Q7zewt((}CLWAZnHO7?}G z&x$kH=U-O%)H*N~e&_qW7Wcl>KH1|_54o5%`5Nr{0OFs!lHH~K-`=ajW}DgICi+b$ z+Y9tO?7g^_)qgZj9jo=fbbS+cmtksZS{%ayIiLAIIIS~(uD2$!{*xlkfnKkn^>aA6 z#E8}T>R7K{L5C@Hd6>7(BKa9j)(r= z5G*a$+-F5i7KA1A`Va?`31%(dT7qHk_39e$oia7xTc@dnfhpKvR)cQf| z{zP2;lO#v7*LT*NoEh1VW^ap?=Xm!9`mAD$XT`G$Z2cx{#Uq>XwCBn4B?Kq2Z1&>} zVf97q)0y|zbIp3E`Et6xr&p&!>}=yM!HO?QybGpysjfKf6{sr5fXp9C%-H%0Y#II{jPpGu0`#k?jeueq!uK5UfR);`B@of{H9sNKE|II$DOjzZxwOv@#10q1iF!`d(!G z0@MD)x>VD?%nG%X%zu&SSP1>j%MZu&X(YJYT78BQX251Udk-SfCK@IpO@rM$7JC}| z-owhHdB)y?>-`(eew&dBi=dsw^s`BFAOs&GeI;!Cie*v}v4nVAi~Wkg;Vv93DmI;u z&3m9U&Ch`%#vkl(1YXVMi?@*GJ|0$+@0DeRvh32_xXE~${I@xcc@$YT_)1OX30hu< zxyc2RJf#oOWhpJPpCWZ<)`>IAps*KDFT$K(==Kl0wkA(EvMlBa7enS~GIWB*YAoNU zZxPJPv#}{y*^QpbYf;1s@~u~M$0BtQkEQiuudE?gS#l-o$Z@255dtGf)5Ytb^6r6R zMlDu*6+fq9*8vdSNbd&hu@vePpxe#Qd-3@R*9RxlCnsySiE(+7l&rob>2U|{9BhuA zMq5ayq#KO0mj!!U?Q-7dZ&o>krjLl3$MUi>@wX_C8lcr(a=iKeEMA8a@Vzo_LmOVFzOKJUA7C zU-EIEfd6IK=Oj`4Z^+)r+J*Q?K2zn6^OFVkynt71!l|Q;mh5KF67^4Y% z<`p27r`r3-y%esyNcJwSZxQusLu4l}o@k_Gsm^t9BbwZdDTVlRK1)A_hZpe8!UaBh zDXz7_*iYzCpG+0avyApfk>+L*WUJn#%utqPZs(=d@T3ZvCg5=H^;E#CTeN;1qYfhF zdvyC!)M!VJ_-9TL=JZu15#=Q9XOJ#+Fn9YJ$#cHuV*}__lVxW>Z3;Wr65Sf&QYsIo znn!&IC!5$hSpDiMWE4Nh{j&2gr!={nvU)1b55lqJBOKuWr_A#tL|zj?Q_nj)oSWk1 zUOms@Ghf4?jkc*AK8_vAu<%D>$p&j(vaIZZ?%smO815ghg^1-Y<9TDU2dUw2doTkH*C}ftHzOQotZ}$*zZU_^&3C$Ewbg#$G>83P6}QnPQC}N*-UdQ%#=#jl!FOpy% z#?Ca>rDELxQXXxF63{t<$NtIk10a~QsZChn1+i-dHr6r2_biz^L&*s6FHE;WxRV+F zf@Pi^Z(*y>JT4iR+Iy!jEs{rfIU6-KTW1p8gUS2D_8Yx=y1q+IrvI-nupaJ%X)}yo zFW_8j9{V5k+WWtiIXj9{%Xs!Hd}X)(yNwwf7vo|j_Ire;2h;cm2)e`UBc0p1)$;YDPVZY-8AJh;~Pq_hCFbne~&IWjUr_$(qUM7^LokegpEZ zAjwp=pAW|i$+Oe!uX*QE5|x5$&fuS7qw7!#@?W+7zIf4ACpap)*B_i7?Hnh3v6wZ-hLD z@8bV!tVqcbl(lFlUBB^q?%%J#(q!?1^4B6qF&d-ooQ^)y#<^Y#`I*NSY%vH5nfu`gR5%qv^4z#zXz8D)=|FX0iru&|}o z?p*C3!R4)FP9*P%tLway=VX_e>nPD6JIcR;|K;S$4Aac?CS7v+_dk(oDXy0_LRGAP z#@D6vxd1CK(&s8x%-*P8Mn2J%&rGbi9m?%k{WEwj68F!5N%qR-F5Jtw@;nr};>%uF z5ci8I}mQm(b1m*V9?JANDN9*(b^Og&47& zT<00BGG?#huWdxb+p*$$x}>Vr=Qy*_3Y*-bd*S~aT#{)o&v5V4YqGfe1$JFbf{EDp zrbza=HL*8s>l*nQIOnd-5|(@&hL_T$&o4CVCtNsl!Cv;`ox&N_#QCEUBmQ{R6#!wO9Ut*chB{#Pgc))MZ%w zyEy(8i_OQ49gsazguBdDPE)!a1%abkH1&~oh~rnAbEP=cNlaM7PWNfC1w%XV(341i zrS^IDo2o^R;KPvxT&=@b%kt&n#we|4eYkh0OZJ!@qE&JojG*V+xSBlrKVr;!>%yzv zT@A}*yy}60^C9}Zb`waQXmbY(BxC5QM!QG5lMA%^UYx4TQmK8AZ0u{*WwghSmz=$VY5FNZe0;#We+yypkxt9KxeuyPlrA zM2)`2o>}07c}|qfj)S%M6}zq`$>YY#y^c9FD{O{T*#2CLw@KWaEZ_6e4+>_zh%aQt zSp@M$*z*FdN5c1IZLbgwKcmM?=uCy`*&^Kv@jbaXZ-T^H)*Z(Vznk+#ww{V#vmu+k zbZsywxemM2BA*A}#@?HG)31JJC-_%vf3FyPEpNP&k8Nd>4zL`p$6ygH*}1y-{MORQ z+s!zZT*)!H0Gdn9`wRcgZh@SDOFsVGZBK^Iacq19+YBZB@0h+H+1_G_-dOYy&-lRT z)%~7n#?#H0yW>~m*wy@Ji-?rdYMbbBJb$i1(o~0C$_J8txrsF?mBj||>|>1G*z3c^ zh->-I96otB-^eIM7?c(e!*M*r*HP|HzWN9yc+6fNfyq&gzO4A*4H5VU!i9UI^T-J zUlw@pEG$?{|M!iw5d!za;0r&m&^Oi4va>Q7&&%nZr!kMfY_8W{WyRsvq1TL9TlD#a z{eB@)G8k>8L(Vmxq{mIrIF~%z_;s>}{bH>-(;VZiFz-S0H1l`0uK&e?o!KO3C%VA? zUH<&O@6=DYQXKtN-?MSJj}Z^Xfb8=xW~TXOf6!ky7_pMMj%NAnf_#!Jk3gh4o+Qij z&pasmNH2iIA3Ws_nvKDoTg{tiHtWr~0VYlSRSkBzHmu2h_pr+^e11PV|H^KOpj}C@ zkiF-LOgT-w2@+}huo13cqeme3I$T;7M3y5-whza8v&-{*_YqhY6Df9K(G4Q`b!K=I zm(S&g$!Ss#rlZ8NoFvb_uVm;-_OvJTI*LVl`!B2BB^Y>$bv5-M?tSW{|NfYFfnI~~F`qZKL2@hq z`NeuO5XU+hc{A_G6VfmF;##wxfj8%~PwG9dXY+o%;Zb@R7p-vTuQq~v8SW&2S}a_!uyLv z?eOJ8Y#zi`JN=a$hu=bNiD zFtQbUKFwDjCC`aa&ECo62JLQygZND?w#_}gMdo>&HXFQ>Pjt0e|9^P=17woX^L@Qi z3nzC8dlYy??h>vL0}f#Q(U3X-vwA}QA0z)N5|kG~Hu3A6*30gz^&;#vZMx9mK$t!c z)AHuc{*q0!%dX{taO%!-c?$3>du})P-*9SW{8oG;)u0CO+=cW>WyCjOmz|m$trK7H zlH`T^ke%B>?^^asO~Zve_7A!x7g8q{N)D_A^em&thhk|dUfsZI*c)Figunj_Oe-{RgtQlk0W<_YO~Z1)m?p@J?($g4NrY`2+Iinm1Wrb079`ocbG@l`$uo z{_4W`XxQC}-#4=1C~<5Sj8nhq6MmZeQ!9L*ZKXMe_S^g(4XgR&8$tT3wD`x&?abT| z`cp*B1|r&vzJJ5vTB2V!V^zZclf>k4upZBT5A&UGwK|)|xs&%Yo)y*hB66I{0@-Uj zmR=QE{{XE1(WoE!>pvXK4(=xlV)rKa=R8;TAO7olHcxG@V8{K*b~ladV)p>On-#3w zqwt`%{+DQKDmt1;?#IQD}~>No5Ur{j3%MPgtw#HHS9P8%%}HNJt^ zEK&4GR}j_ce*tUF!Kd%|)j&MiDCQi?(i8lwYTm0bG5JUDqxTN;A4IC}#O2ZKp3H20 zarh^e-X9|MNS^C}+u<>zVE#Ax{)v2{7`>*Lu@7Byet$Y|`59aHiAyhuC2I<>O*PB@ zqD(5hjS`>!_TCq;%l(5Iy!jmV$c~Z1@PC*09u5Dl^t+0UQX$|6`qdDFW}2xjEKGxWpT46M_>!Q&S{GM#EX4Aq_**XGw%dw zrV{;jbN*nAcW{0mM(1Ev z_M&eSPg5y+9F)$5Kx<5TMO1rPq`D7EkL&ZWxq3qSc!;*a$NlO4r*&qB^|hfxKd8*V04{pcBd3cmcE>+lQ2A&k-TgO1`2t9V_vCX@+z4{`FzoWw#J!hKXRdJz_ zXt@q}`;wPlOu{IjFc|HF^3^}N~)$3QVV07}tmI!uyh?g+8w z5Z?P2AFoE@$9dcnc+?Me--tF}iVt;g=o4PvTHB8Ftiuw?7IP=ea>lKK$Wuj`%a z@@LUwI>dUCXCh0jpm9q!%ej)yV%Y^oPwnpW^m-O&%3{ODf@_ln#y*IRkK}o|EBXmf z*l5f;5F9EVq?XmiWNL2g?8|!}hvr!G4>e*>G4f4%d}=)yh(8m&n=8Nn|6E#9>*Qj8 zi8t*ZG%vZ3I3i zL&H@1)zkJg+>bZyR}d{%Lj4)MttAee4e2Y%m|e9qX!WJ|HxZ7d@l@mHQ^JR^d5vU=>pP6_p2)eItdC;SbmL@SbMoWX!JQg7ozH;Dd^SV$ zSSq3&YP4joZwb9;^?C>bw^`S(gX}$clz4C@`DZ{N&(+Vs-v&J46g_j!V>4|Rv)TPT z{z!A3%3gVf_YtPeCSU3)9>sPCX@4C2TH@-Ta8Ab2=4M(6vGV-l682m~`T=JCh_~c^ zQL@{o+Ii|z?A50^3r&JR&e^0=;+djSs%|Bt=#$1d9H*A(SI$@NJbyxxS9#xVBhwTJeoq zkh)L=c~0zT;GIj2yb<%qo3RHgT;_W<+-uM%CoOu20K2TTxszLjhRKDTPe1M8GT48s zMVUr?V=!H7XnzD-{Z5801wDtlLzU{D&ylB$XplO$gE4Ttukt*j1<$_;PRUP}JfhPf zo89K?@Gv=P9_62V$Xl4jQvazEyLBnJ-t7mKD)^L76<3h@6uvW)g<2O}_xxh4OW9#5 ztbZo?JI4Bi7v9Bc7qZl)#_5Lh4|(+z@|}P|z2WyXYiu{hKl)`iMJE{iLX*QpvH#36 z*lLlgAlWNWMMUaFv+UbAgYU1xn-bQz)RwM-vt^-B4f{)bwZB-_h_~h>^LD>`m@%<7 z*+Y|YG|y+}`dNwh)HF{8n&+wFI5T`!unrX^>tZWN>J6QY_upVvvUFZZzX3G50iN^t zbziX|&)AcFpaCnaH1kgW@Ce)Qg7#C8=|%tNyq>*KZ}FpE^i7S9-56gUOU@Sqwqob` zq+EmFZ7}a)GG}+smDrrDnsa&2T6XHer(Pl9ZnD4N-6Gm16X?}^rUZ8WE9U3))zkVV z+ghH&CC|z?xX=N+%fYmSHT6}}=Csd0R*SJlu1v* zC3+@L*P}2lX}<6E9O3n5u=|AFlPSL=&YTUe+?z@kr97+6(}Fu;@{!22)K{_t-M}LT ziXPcjQ%B60gCX0EIaAa>432ke@ii2xVn{o7pM=N1vRyfzdl}tZS$k5=>IRXkjycO< z`8=~fL5q9IKOOu3V!fFp{2uoXWT}a`_a*!O0fU~rdm0qCL%bB^uh-`ta#o^ARUWj5 z6_&8TBFs3+^+-n?Tq)`eh2C7~?bCZ0He{bu_G@1Qg-)z+J)fNn@dg-D*sMh%^)Kt4 z%Gds+!+~ad)!Yy8`;l6_?K}0IDu^P($(8y&zmq-pL~E0@1v%9SLKE?-Z6%SrS& zNt~>N%@@MqF6^p}t*@CU&oDRW-39`?&AJ~3zJ%YekT_3!n&Q_*ki8y{l3(~Iy`IAJ z8l=v-h_}U&KEBtpeHAE_V#j3TI2rOqM6_J%Hx$Ee@@b-q8D{bNlU?~gsQ(V*Urypb zc;yY)xe?0uiiq9a-GXlbB1-H_|g&2D{6Nqzxzl$t4!(^ zVnTB==5EhAl8rFx@nU2TQund0we|OXv~9)usjQKwVQ;c_G|5@{7}^VokU zoXe8(E6lyk$nUa2Q}+5EJH}$=;SfC=D~@Ex)Ytgf{99@M4Q;bG@Ov#5z+eXd+s(7a znWq)jt@VC!GmV0J7x7>Wty0f#3%>oxt0tJg9laXz+8sEN+7Dl0@+vab!rxcTakKwE zq~QY)7^;0$qYc2biS%#b|I{N|MY`0Nt_h*n0bGM|0(9EMDut~5By(D zgWQ8#M%D}1rnFuU8S8LAe}mr3u4)>J!v|WWlfkYc&Zd@6Ki0`7x=+~Z2mW)a8Q<6H z0;A`?eqrCwL16>=SJ8H?$kP;mJ86*<)x~jln7O|-b9Nx?2iq&W_BoBtB!5xz&V=&- zv7;*~+tD@I4&Q)oW%CZ=LD@;w*=UJ7f3j6)3~Fb^xz4D$dzaHJS@m;=U?tf`(yj%G zvQzyK;~h`uQ}sE%UausqnLDq{Ks z4Btb;>--YjBZZYe5 z+UM@~WxV57?|+XM`?RV=iWYGF6>Az9uQW6pkne9e42IGNG|ZF0+l^bE4PFvW+Oo+J zFnQDHJ@t8s-40{zgT0b`Suen(99^0gXTod@;iBH-4^9SxF_s%K)Urw90WN8Dz2CQ9^Or!Z) zPC{K~wh#DIa@6KC-_>NwZjS5~9)ndm$C9X*^YW=-bU5xdg5w(^_}`=&%Icr<=V$au z-H!6?_nd3ZpIP+Lg7qTzg-(ZRGd=FGl8nNM>SR8c-9}p{FC|+?3{OtiPyL;&2xmcQ zJq|3R>t%E~i~nq(^&VpvhIm7B_tUo_-BSH=Dk*yyv8K4x-D*A;o8K^McBSTyUoDai z#E+fcyBzB)n60dz$C70u&%cTf?J-AZvFL6%BqzdydUi6#N%|EwcJ5T>vvqbleMgH~ zzE9zshq^La3BzXe|3S+({OlUoy$8dbz8^>WzP`V*vQPKU6PS@KdL!X83rba?*B`qN z#J+P`A(g3iuIKZ;mB7QJj5pXkff;Amrdl89>KnXf)2^flRnz~e6}1FY_psz@ zGrdEP?1Z1<+V&P$_JzpFY~0^?+xX<0Sk<3ZS{UVE+I~#?(_nWA{buNsN=!?%pULO5 zSNK&tui}d0QM^f&fE}>Nbyl7eHi6;-t)>{KDLY+aEqfQ1-K+uwaPtyzr!f8>ZQO@& zEw#8(fwu&7+Q7CqE53m%Ct|@^S1GsY|1v4xrbSloVOo#m5f@o&hC=65bEnqcNUL#Y z+Eo_~PQ|?81)8^pU~&59WMIxnbi%*X0k|BxACsvN+nlatD#zxo!#2MBgXmStYo$b$ zTzA!{|0b()SsKj8p#@O5zF?i0$es_<`K!K*Y#Zo2xcIg6C1VnDK+pUFZMjoFT$?9=K^ z-ksI>91*D6`yi0IoFj1XNUvOE)`wUwc_?Oy4lA^7Y-MW2pRcqok08TYnE4(~ye3|J z$hIROQyN2du-h-B+@W_}{_;Fqz3u;NG5Auk;CP%m0*3GN*}3HSz>HtBX@7i6hVW#V z-00_-)|?)^{Ca<{Fwe{aKIR@|R>}*#b0O9}#qY-&CDjOW4I3-0gI#j{bs^uK5YC;H zWR|N7>(qan#TJWb_7c_{U?skqHd|nRFb{8ztsjtcH2GGt1uk`rvwYpJu;*o)=yWs|x&kf4;j8>H~RYo~EW= z{4_qYb74NP5VQjwF-x_mK;fsCrCF9qR;dE-fVd+ z#Mg;>o5ku|Y4HR`^~90X4EqYR&g45^8|OtH-;!0cqE^K8oO(%3?X!Gu<}1lOH3+|x z7bf{z{^n7sx_GZvsf~D=cUxK&vd=4($nu=yARPaSx0T=(;Zg_wrB+O3&t&h9 zS@Kk?XDS1%6fbjv>u0kU7q@%hV_96NgE4=?=wF_=!aJ{PQx&^&rTRDNQysIi*B*fU zcs#g+tZ&k94*X}qWwW?2+vvHT&x!sgV17D8=Fn_BYh1vmo+_C6NK$9_#WMw;=#C=$ z5$w=`-AY(ZZZy+E*9nJue=`OR#HKPv-A0aLEV+XmL&&@Yr++p>ON?A?ZG29j4KUb= zzl&Mq9ysSLZD|PRnbAY|bTK`W$90l;_n}eOiYXsk$v?!csr+@G*>lpOKg-SL4=I# zdtVE|e4948Q@qrb;|ltG1g9;=xE=2fWWnD2b#cLU|9ARq^I9cHRMqOtf-A8%*y~_X zguCC)BpmV3+k~hn4M0HXlpRnIg`E^vbo|B=)FD^OfFT&!QW! z?oSe=%1a6Q?G$rUnW-vvC97Xywrx-lM{<@ZRajTE%q0BTXqJ||^eetvN_@B-qbibk z3#^l=a3lu21j*t0tmGd(G3$A@dem#H$(*~7Q(5I+a^`+q^38A(9O7y;Pr^RoyJo)X?)6t=@tB1FV)Txw-c?(lyazd~q3E z_nGT*T&yV4mSe4j1y^K=9V_YeAarl%e`oQXd(E*@%NF8P^3|nQL!JPqj_w>fe1-+f z%vhgJmGF zQPjNxlKauS8x%JidpN0&(L2{A`NXo;->1Q$wEw2kp(qV<-#1U4*XcdmydN675P7B)`hd0E@d`3-{fTyAI47PNK`vh^X1}-MkLGFC! zuH{r()o1NlEVds#Ph-(JaJ`EL^Dysa_DgP*8zFQF-2cX#)QG>-_^BTBH_m)Y?$Pvb zhy}ID*u(WlalEfbtNX;0)P8=_8n=;TgY_6ly4!KPl=gcHuKrHv1<9iIlzx}6)lh5p zDR7!E&V0=dV{qXx`klnCIYEoCc);hcMa!T&$9;%~g*E!T!Q)4LpAhw;zUPRqHw@}l@!?ElWZ$;RId zUOAsO*a#iPnH%`zwMN<>S2~k186&qsr8^JWg5f_xKasjPFX=?5pY^JzW%3tX#+!=4 z^H$e$BlhQXdBIEqL34{X0Rp7e3CzkF!Yi85Z`1b9;R+5jl49uH;*7Y=(7w zyo`vPDo!^-GFi-$kuJNr^9ebbVh4FIJGA!j#h3X?_Lr=+&TSHt7xB>zOJdqx_evv19yvkyICw;7WGeO75NdPvEWjobm)~wX&w12odfmcX4trEBr>Qhgo4X369{k$Kzi;IwYTRX_%a>#cynzT_~+c zT*3ICutDl_-vQt3nmxc=sgavp%~fETyFR^m@AF!J!oKf`-QBHbv!VMSKd-;un6*4>bW#5o zGfzV@w#U9JAutG!)|tPNnSW)qR7cv)%Kuqq#^J!j{(41=+eGV8Mt+WcuP?CZLi#Po z;OwY64KDelkiEX;NH-Rnu5?X1!dTCdzdKJ%4ed3?%ZZ?)tQ`HVYe$)3e|=ZOcr>Z< zIie>Smw7kUKJSI+TDasqLMjU9YBYNZnzQMVJgx>$P21#kJ(M)((_tCxR+;rCktwVD z8gjPc0lj#7_SybMgTKwvOYc1WPX*az#vB2QPub@OsASLHd>(oe8?-a~ujX0c^)uP^ zFlZ+4{ImQhXLjzwmk+$wLku_u1C!lv2Cv8+?Pra8HeRizVP`(o+}t^P*AiP-v&(<@ zvy|*}#i4%K_#w8QfhnW0ZURl-V(0JJHaQ$)rP>h5Uaf14^ewD@6rV2uWKb=`uNz_K9X>HM z5CImk<#3W^r~YgixbhvJQ;W`!AmL3kKBUhZn$Y1Uwe8>vCMr8Rvmmmz|n5 zX|#YfZWW{Fm@)O3Cy@3r7@UJ29qCvCzPD&o4^OUT%YSHguzv5*vNy>ur9~wx(jflx zq;YCPAb03fnKf1M?!%FZusjQ6D)ONnq1%N$-wmhoyWNr{1q-w8*{5@e1g6Ynsq6benQ%9FuDC zKAv1Xsr_{@WQsw%7*EXZB(5ozUD;-X!$#twh8UvHZu!B}_;8;(qQ$By*h|edmQz~!#g`dCCs~gLu za{Q_KZ)N?xJ`z%Dtv(NS3NhXMs@F7>Y7aR8w7Tl!ei^j-R^)(P{LfcpL zNmiZJQ2&SguR^FkX*znh3^ue9oxa1t)bdPL$XEE#`NqiU)hES}Z^@or(R+-11D}2k z?;g_Y9OL9ZWL;KE9qa0t|BNWqk?fz5u!<|YzI42Xe0`0d?C2%%{ZOmnX{?hh+$*7$ z{e1fwIcLd}t9}p^ij(pWk+B0?rq)UJuD0{e<#aip<&Rk~`jtb4PF(<#Sk3sjwvVO&)XtI2TU16{+~pT+}9p}9Sg9e8Ced-=8~*l z#n+Act}y@qb2ujy^L&2;rar?zp23VKyjOum54Bc2WsYKcWt}+)PRV&T6av{%m~4Q_ zwSNz(n}`uL%yl_me~3Lx>UpG@+QTThfRY7uw7F9SI2E3{l6orc{Kpe^kTV%|Z({#` zaDEyR-TnTW#y`U0BYaO*+gnI_5dQ&tXz&9<~cxu4L1e*ji2Bme`)UcsIH7{F*P`0KEl}$X&3Uo?Od= z$7^@JmbrJ>nJoKA@Hg$A7mud-d5!rm_1bZKK4bl*%}qS^clr$D1^vag+PtwC+1eW| zSE~cHP92_0&3P`?RQ1XPTq!1!<#X01J-3r1+36BnlJD&t*BXP3^CN%i?bR7%>Zj#W z9&#T9Qt$9`f8}iYUp!!&NPj7cJ-g)uar}EX`$f*N zFsyE-d}dngYZhJCVbS3@`J}IZ;qw1iyu+d14jc11YYwef!|QndQ<;PVe5V@0TxeJF z`XlD8B--4;8tqwSBu%e`^FgjgiqgInORporBwU>B8mWzFaf@DqnA?T7Z6m{-BG97+9-2>lb;*0L*K;ay8a(RL{7~<%w|<84t>Ji} zHpzyO`qViM@|Y11*1j;#rRL5IG9)Yd%j9}k|Mu*bv*M>>(_pdZIN!PME=QMvq)1da zThzM{f^UiqLoww&tNxj6{X3Rq*VjIl`i7lu#lP}=@m(A{5bBN0l{&tki<_Ip>S36% z3s2YZg<)hI3Fmy$dj*$9@cdli9LiU6CA?JoB4R)*7+zqUaCR)8$f>>YdLO~k*_*Kt z3(7zut6wTEOoH@n*0ogn-Y$|f5tAPvPwqkOGHO=F+<`p~^Hyv942`D1_%c^+w~*v< zo^=HoFK5-kbb8dv(8qWq{auv)g{}SNX*`d7$I`tr+m(XPyO5qtpX|LGX@oERP6pf; zShg-!y=(T-kk4+s5hU2oBa?Zg2TQzew3|uXgQmn=)zup0io z$*#GFlXEYJ@u+g7DTzy+eP!2Pas^Bw-2{@?A!D*>WCzuJ_Bx1GYx(+JurDMgejrxn zIzIP>QVS_raBI`GvxxG9_iLJYf*Ie#;NjTP46gmPKZsQ3}!s*)njK977y<3|_t~#C}Z88=e#=~+dD`&YYlcl~ndYLo3sV_3>}D{%KOtNtR_JS*Y334X6aauJp!3-4ySKLzD# zY_UH*E;94Av=|G=zhT^#9y?)hBCJ+p*A9&M$k@r5y^Utg{H~;RFFGV+><(8=x4E9k z>F3VuGy@v9iWJEUk}Q>#dBdZ8zK?6Oscg53eVZBKIr=2C37@dJDa~;&Sr#Y!xHM({7nKlKmJH>3A+q=kCNC z*l>}!vQ3nGhb-%t}w}2)FympCH;ESBGF@{7?gUI zfAQ9PNVKmYUY|+EzGiAl((DCaj(uNi{{nnR7_kZFRV91QkkzHjv&NjGO;0xX8)x^4 zbSKdMb!g;#@fiB2ie{=1W`A%A=sZK}C034ZSX#kqa6N7%ztxT2$=pDkoI@FE=oPvR&2h}?B&Tgou?&7YMH&>!)(8hpmf1i=1|y` z(IR9kOgD)k8)&0os3x%v;U1hP0>AyqFnQu-IgJSH!+yw0Rn%b7uAo zk{*pyMcL*Vt?q|%PVa7_eeQ2nH-8CMEsme#;qfF?zvP2wYg5EKOZe(m9+eZAx3O|d z9QvGZtuSjR@o*}OZ8!Fp_;oqU{cM$M zR9GvE*Wc4~KFNO)mGLNpmn{{Ia7zx=6>k*{*Sbq2QlCrVal%T&>RgA2_ zOCB}qpGJEGD-NN{Z5X}=K0orClW0|k^)4q%?tJI(YkA7s&`y5LF1V82zN6rFpEzo6NdP>$~x^rx^}|bE?S}bZ# zug_t17Y5Yev3;~ZS%m9kWti%!<7#$pQ^5aDtb2~NEVaQ`()?ZiS=sET8R2g2_Y+B1 zL!pnc=aZlsem!O6A@n*L4m0_0vS{walT~!job&a~$$*>S_^g=F)OxZ`9Ld%91FUfe zzqk+A%8QUWJ29O1*YvX=IogppHEPDQL~4Ss_18XEHw(>|{p#y!o89V9(BWAtdmAG> zD}D?h>%BOgXT%F3I@p~5!>`|Ax2b^By^Q#!IfhsrdeQk?Gd2=6UcsmLNU;i2+LOJh z$lnReyU{H+%x6IVQS`iN@iW7ZVF*PGod7%hj z&EDgjdpn-&$xxBZ7iGo&B#c75qPgSt}OEUA^Qv_{ArS z>X=mr!%MRHnb@?FRvksZ-`OS=ZF85n7+s&I(VsZjTAz}lYN|{oZ&z>Y*!SMgZkYqDUE0I{UF2;mpp0YmSEE^&b5?;piaVHjU@q z0@Xg)^eIF~TH#ic??xJKWz%l>kzMCI@as!9FD#yAuVL1vJ@DI~W|w-claV@FdoJed zcftA=toqhikB~GcT`r($_KJT;l7q#(#xyMK|C|Ti4d=sI;CAdy9f}utLSGnH!N`UD zZy;>u^Zrd_--e&N$TPz1sg6{H%;i{Sv>Ch5;Af*JswD?>?mK^r<11NZ4qu$;YaFk= zfo{{pziVJuNwoW%pPlTlo6XRaC+7TXZS!Z}VjEs_Bknd93w!H74~n<&yVY4Nmoiitd}z4|Zwzae=C@$Gt&&7*fQ*jz6@eap|zAw`~k?$l&piJnISbxz9#d7`sWmVJ-W4{ z{ej;5mlZ#9bsW3(A>oO5dO8Lqi+>w>)quvcklc#bqqWO3gypgCmdgl|1KePOhKC(?xiDBnGuK>S$Q*;Nyq#^~a2od(m^rHqv~9ps;}-%;c4) zv+%b*cU^$%EBXERbUO!re_(me#pbl`L!xn2Jm`mkh2i@T)N)UKpRtZ7X%}&34$aH6 z&^WqnB+CY`m!#DUBi+iXd7gAffrOI_F#iWTzQn3)Ad)-IpYoM*R^fJV>W9tkwNH(= zt9kn+B%i|nn$xy2&gLZWk!+GDoxigA%P=a+3v&KAye!R*M?msD3>aXvu5@Y4&+4=H zL1sIRm2>{(O5U6b!zD;oTYRhOzh~IL9kg>g^d)_V80r5=x)X4ns_zfrQokY;g+!B~ zBuY^#V*?EeDJ5ixWGIA6r4$W>O3@%C6(tl2DQTcIAWDX!WQs}@O_HAf=X?LpeeS*Q zd)~9xUhBKQYwh!%v-jFrwLSqBo!OaDC_9K}my=es*$3$#Fs}(Tmx!LV;^;@c)ivJT zBQD?K$A^u&+12G={7Wt3Kg8`i{>#Yl2VcDh{{a}C`m6h~W;^X}!tGT1cvQ=*(cB`( zrHbs)FsMUDzR!LQn^f%h67t39Q;GLxX}OcdyLl$7-EZL8*7_+;mqpG@eVnIcfm1P} zG`zpzlhkTX)s1%i)rtmdU~-xB@6rB4S+cnQA3*a`XTHhCj2#oSD}p_@Vf%fo8O_R7 zA}2Gymy7-y(CbUX>}`D?%2`y>^I-sjaiGEPNo zyU|%|;GA!T=ZKJ3`7;$wvzF=>k+Fh4SFtHG96LBNnw2|YP=YbBk6t@ejLI6sq{=Wh)yJB?!n(!bvJ46vv-}b@c>-9fXC;ueLh>> zW5Y@8J{yZt>om1u9)r#WqVr_q)p0U<1=@cu8ZU)K>VHpXTQMFyj4wv;@^|_@QXa@` z>axbilj-s!ZZzlT-gxns{=@g|RyKiz1|*i}yY6(qo|MmN_Y8KoWx?z3fWLcghKCRC~X|e?pBV3`hgKF+>4#(aH zusKiS#`3}gczZNGQ+vI#b4SzgXT8qwsxp0^B_(UqQ#~>jysqS{>hkniP-;++tvYF0 zoBsFvJ(`46PhNzLr_#PZo_vHGS%3dH4ExFlM~Tl0S`L+~{)S%(Hsx7h>d4L)Wwq(N zqafGRB_n6PAgv>*N&Zk++ zUz&GQU-o%+fZPZf3t_9o-;& z{)?^^@TfM<{y?kqa5k0S4%YWIygmjx)nSw>WvOHN8#LNt$S$$;fi^$s;S}~{cZ$|{ zSDgNjV_{2PzLynuIr9^`e9p&N#X3f|x}1KO@b6rn+@Iejvm^{TQk15K#UFZ~PSgEG z@JilW<0rL`e&fXp>6h!m+&M|5?C0g%)D*iE!(X8N%&zixJGTBI)S1`ujlN>bXDbhdb{}o_WXL-!Qx!xktF# z&aPIcv12{P@2|(y8OR-nF1WLlXS>S2HDG?Kv3CzHwW5FO@@LQNV`x-euS3O9EwOQd zGjhj2_eJW$wKkR&#s9{*TphD7()V_w>%+Y8x-8uV8fEz~YuHygdkx!9bF7O|sHVuv zJd@LnxuY;V&v-i0_A*&v7c1Am?HGCJQ$EYxr;8wU2nN-J`X@MhBTo(|Yqq?#NiR#a zyixR(BIg%A?E$BaB;;=E&#5nVsNx*J)F%8 z;gi`xnE_gtO^@?t17N~M_3X>bMn zQrG%KlE=w-*%xDfy3IGXj$q3elC#@xVUhQia|>bj1UcaxI9w|~e9W`qz-^d6QTsk} zXdw)qOX|~lev08q#k(G{%a|R3n%r zA3V>8g|KQ19slB)rQ)*<2^)F;JuIn9yR2HmZ!3!?UT*lpWs>aC8YDmD5x9DeoccMy1#cN$$GvZgVm4~J{FxvL$-CntI=4}mKH^wmpvqsqaSsbYraT5M~q%T);q9% zQeIvP>vhKMp}d>uaMug0jmCvha%gvY)+6yu`Qa`&7ALtd zjC(or4((RqKy;8%IdgGZlhK=|PtZL3 zy<26iwNc0_B;E`_FU6_?u^U`druZ-i5$x#g*ug$Kq@ScwEzhh163%7^B zp*+;s(ae2#grcY9T=u2Z*^4xNLH4{x?`%U~=f}NQmmgk4tusYw0Q>`VH zcY0z+dzpHj^DB^71rmcvE`#UE=Ur)DhIaSJxF5Q*%Zi?D@IH}m4>dYmRgiajX@8vS z@zmL$C?>|Ty)*pU((ewEGDEQ?+&&>GHQe`NLhe^xtoItS&GB-{CVkh$oCDat9KW}V z&di7V7~7l31~2Npt==wVZ${wMNc}?`?h(7$W8zMq%#kaf=Kb>Y%03o1kUGxsd&T?| zKJN&j=e_HfE=nCQw z*>VTA)P!5+$&UAV3)1)C`b@|b6~$BNvPkZn%`YDJtRwHCWh&)8Zv=Xe2P*SaDhaHRdA8B+GakDiTeG@! zf}a)a`VXoPVDh7`3eJ){zMxxb{(LEp8sqF>5py?-52Sy8wj7Ury9?Ox6cp#PYdsv+ zJFK8}om3w4K)%IbNErS^uy_>@6eZP}pP#m%(^;v6fGh zx5PE_smgbO*uEXW61sHrP^efUfyPGc4V|Sj-T&v8-J%DZBL2@>JTzHQv8ste%O#Z^Z21Gc|wSmIHHteT~=ehnLN%ZHfwgjlGHAIPPFJLkdKBIPmX_JveMJROOT_wZa@*(_^&&gAtk_+uY@+Tv?!Hy%m1wmy9peiLc2 z4nKS0)(pN`g0Z*Kb}rqQiKlh4RPJ=&N~1-5P>SVuk(n`fDHMle)=F3u)AJ~tc#n_H zfJsGutqJ3k<+JSMnWqO~NN>E%J+*&H&3+jD`S(p{og^aqvbL8f>EiVva(d=OW~IzG zBDy|}vZv|SICGd*7eIR;hFk%opVzHe4$VeYY}>i2xtzH2c&D~KEF z<3<=9;`7{5U$3`qEXwMR6Y%N>#~NULDokuPp6wN3|I_Qc^f?m}-;+6-R)w)*AHFSe z^j|Sq6;_|&_%`^I@X033%ziJg@DLhJ-lp-PVyPz0me8RjY;J<= z0LZlDyX;$Dj~-3+RMNZKLuja z@9nTl&DLjRyVPO7Pmj4WT89bm!KR9sIG41!c=)#dmTRBda@ome1f-AEW9AuOO#kEc zpB;Zrp-D5km&L~)$T&zGBvU67|XJz$oM|yrxATPU+72?-d z^wxt;<+U3I{YP+ZAJ46DZuaTS9skkB@Ed*FlKxs zB#K@a6B`RMf9CZq#k%(L_2F#&j)yynx2~}6jTL?P;!aohBk7l#l@sLGtuoVmx$GS+ zF3|R0k+6%kBlY|&8#d719k=^R?%t=1al})}MZo!_#xcCU3&d1v9lsgPZsuqkFualMUIX6IXBCN8C z^F1hC&8m0d{VD&RBa+UD;&E5+Gk>~uKut6EK`W7h9oFHW}03XNpu)cwia zpR4FRoTjT~nr^blInZ9~NcK#>*!#Ua{vWR9xyhjgF`xOk=kP!&$h3h-A^k4E(7*JU z|EH3>$_Q~1zi!a?F1URItKMYZ$LAO6`3oMI!luG{%Qxo7X}6+4r_Ai&0u; zcFJ}5RK|IkA8?Ae+hSBGf_LLF;2`hT;X(~s9Vr^JKi<=rly4k+`ECtt9@a}{9Swkd z<_+Xd@-HGc*JsC&TT+XGaOuFlV$NN{{;Z7qpA6a#LyNLLbCxI2@(J2y{X}|IZU^vwcJ>@4JKRgJ+*hcMQCGtM zec9|TIKLn|YGZtBUOy0)^Y}0oWg0o&k=-@n)S5R3uAMPMxsqRivjh3&J5sO4&g?Mz7uznHj~IadL!KW3Xik ze{>fAC*oRJC}rLI4y<|+3$lmgg<8MN=I$7qnN+vHvA5jtnikoos1xQiWbJ07P_7?7 zfY-nJxE7{Wq4WXG8o_8ATRPKo9v;;e9jUfk7rMXWz!hZAV0mh6W%kMS&YLNVfLm65f8nHQ5LJ(TN2`aC;SbnHTw|Pg2#TIV@6V zVi^W~RDj)LIk1_Gni^+|c&8Q|KZN8Iaa0&js_XAh`ek49jrz*0{;^&+)uKMjb7ysI zL43T&8&AoMSua=?-i_&&y&In({{|Xo@A~$<{FJC!j$QfoagYd{Xyo|W^;32Dou&O* zBJM>Q^$ut4#er0U$({bI^IjaHtY8z9tB5x}x<@9-j zmP7clJg#k)!?HtgYDC_vzdfvc(ceX)W04UeyYTfeQYRK)H8j$ zN3XX)>sbD~7Ed1&0}rw%SZ$-(-C{V_o=?IltlJOXtBr&gI5JZlWH+^Z8|ZC}o=)~c zoT>u(mqb)5*)HabQ`vQxI2?h$`=Bxk6HCY-cf)rZ1h=#4R~fJ)&2wM;X$WVo>nkwN zT!pt}rB@0(*WGwkLL`2VpHt-1BepJu}BX%Ue<;PaH?9Xy}ojP|}= z=05fo+|9R)tTivo2csZyGg;rWE9-D-V(!`6zDZ){3r#n+T|;Vb{Hw+rpNp}M`dh=B zmyvuROP9;3OYoQ{o%444&`N~A@cHNVzoUfxo#ez?@3yvwoa;mU8eo>G)e`H zT>U&L>TcrO>`QZ<$lvGx6xOEJUe<-qq`^3>?nK+q>3_Q%+Es)dr}ZQZ%X7=?^zi{4 zkJn2rI#t!SH#<{Z>lhK5+D^@R?_1|h#_fCX|3ld(JCFa1n{V*NCy>mw(!0j3`J@ct z-x5Z_N^Gx>&z0q~ti8S&avjNNt&b~s>0myqs;@ujx&fEM|XgEPcu-mHBix zikSPgYz4iIG|0X@`+P4SNnY+2|BjI-Y5y0jZE zlQ5(?`v<}EKL{3=ky2mvPZ*>QTfU#2M*Du4(;9}=McG8h-z{kKD^50m&@=R$Qh;J` zJB^RZV`@1vE}>o4LbZVUR5t#KEpsvWc7DlzvG0h2T+QBuUybSboZMLiTVL?meST6M zb&#W#W&iRJuY;S{(y#?|R_ggzyvj=2LrHj=ckjiS_BeY3Sshq5gWh?z)S6$PlvjO^rLh%MIBz^lJEQ=k-)anZ&nG z;J{Q--ILdM(`dIIkL8nn+GH2b^*;)XC{|UZRqA2nxz{@VpNn0o zuGCbOf9|bsxFxGd9l?y^DBt zfL`-F?K9bMB%ZC{lil=wgX~E%!BSX$DJxzJ%VYF*7Pda@+HnY$Jc;+``E(B%zdAp) zRQ{o1FAO=#8NbrJFPnbB>n+%kdrPU+{}5*7dF)sby%Zx-ar0zR*k6Q=l3R|{`>%YT z{pgqA!~XhggS$oGF;DM3oHL&n3qi9ko~$x%)TBoniGbJ^W4`&4H}(0I&k;FGt>zC^@-#)>=#&D_!K5&r`;o5<~Vz_WoC z$GH;9F61k5bP0XmWkq?BIhzj)!R#bI#b{m=N3(Zi_TxB+{KQ*5dgU8q_Vdj>{j4yp z?{!vdEW(9bX!g7onW5iQuTSGpYEleh$pMZQX88r!m@(pVmacZSk~$=P3&wyoq`V>z zU&ErVGUOk4T9nqawco3KG00v;_f%m!nEcm#z5!#-lfUkFRv&H4xVFfhfXrvBqvy(O zIEWsN_&s+Za!0%~3F{!3l{@;$ zqwx9>K5fa*snB*ldFR9LXa20`8u3#xllvY!A@LCDBiT{GtN!$AC5Il(!#}#h%4*sH zP}*UH%r3q&D2xKD)H`~X0O-ryPwTbIv zNNUTJE66{4#oK>c)zyBpjJcCmnS)o2mQBfCY6SjFt1;|Mh1JASBl_oV?U%HvDBq`| zc1EEQu-wiAJL%q;MOppzH0InduN{KP=Zl6hEV)F!ElJO^e44q~skOFQ=6Q=({(xaB z(`3Y&CcBNm=%*YBYnIY!n6p!*U>qG&M`kDMPr!iG?d7S63!#s!cP# z%9`?N-sRaz6H@w$_V(Jg6H(bE{SfT^) zulK@s3clvP{R;0=6|N)+|3SYRmVG9A^OWs=IikAQ`(4WyS+NpBZt=IB@!@bhsjTOG zuO1|ePr{nqpRR;M7qH_Z5}u^_dD645V;uz^tNfiay)TCM+%ynG2(^~C6V=$Ew> zSJ38Vukr+^pX1rP>AM_KzdClI{w6!W zs-8aP$*ky0#o|dA^r+WWST_NMD^dVE{f?Z)cw_~~~Na&LYTX14JA zJ&tDG_I$W?hjjKHT?E|+NlC@M39zdQuUFWc9bgknBgM=;&dLnmnxf-Unw%p~yh`WO zpfZ~tw?XzkJ~|OX8?k8&X5Yb@PiT;;bVaagAx|Gk>V5^DUV|Gyv8Ajlg(qEo{i)BF zw7Q%f)9AJg9{V7Zy&+!^Lz$cQ7~4kU(pviL&yu0+$hzInSXd1H<7soOKD$GxnV8>; zSw;BfZs%OiSN*Z977ky;##8yUzdnYsBj3e$v-|^DWf?8w1!+oNs z0%oTg{xH@IfnEjv8$|b&IC2(!vj!&n04~Rz&5rlM#e9SRQ?{8W9tZQ_0I}2pTe4z( zi`cAe+}mkfdqBp_KC<`9TJPgq6B0(TdMS_0rFUUkOk>SiY{~q9HZV=~x7>|dAW!C* z({GR}$Nyy^dz-6+lO5Y-6zh&#A8Fr=2Itc0SA8~>ahkB>7H6I)hNg(1ZMaa~D0Qg* zUzY!Ggv4v)*QUj6*`lZjy3^So(RMdnchdASQu1wJwBPgTn&%ehvEc>29Lv+M^Vyp$ zK9J{s!t<=cDdpW*UP>j}OMRN14%(8Cy~W1+DFTmsNPB>;k$aT3pJ-K#K3C&v6>;$* zji&JGdXcnPMm~{8PV_%jbq{f@g{$3b`MEKq=JQJ@5;MDKy$HXC^|^z2IzOC5+hy2x z53An8+g&hDUV5Ia?2>+qo+gN<%*cNjhprUe*(qhKI9TQQ`*OvL&P`3v$v*pszo!~o zO41{{%)Z1YKVoWXW|wErcR2fw%&j z$65&o$M}5^-jlo^E|R*C+ZlejA6yB3E3|EfDVe#D{XZ)i3+|;=zDfS9huh?YROidu z*)pWGlldk?BGtk+|g*^caVLab5=VUe>|N>kUjuX8MTgd_V4^vhL@+} z>T5=!j9FRHvBCMJX^rn;(b5Xy(TKALZl=ApDe$g!m@F&-o%pB>YoIQ+e!F~ zC7IvL1wHq}uc!F)ZgHBb zfCGKDfsZ>vbsl+}F|#mkWgfu^5ZTSPJf+@Bn|)AN!LOO&@PlmJkPQ=IUlewuMNS{N zZk{Z0C_E3ASF*0)V_Z3uE_pheI;yWhZZ;e4rg;OIw76@yCSDD9HJVie^YpzR1T$mc zAeNkoPsl3;ZW}H-b=r` zXxY@rw^d*7^4F7&WG(oabQ&zLG=MzZuOx_+m(PBiTgkN;$#vEn69pi1h00BvhPXfzp)BZ zf8xbNl13SmZsg_cL7AP<-xZCU`28<-Efv9eR+<%|C9v^2eGJF`OPtk}%+u(4D!uz) z#RxvTj)bkox8LcT-B0Sn`BSXu&)TDS`&Myzzy20s);y@R!}05RY&+lHOoLC^*F@G# zrIyqJdP}tbWL&C1;}hh})GWAyC$b*1E*m!U`d4&3S)0rw&&uI@!>h`o06~w zVy}s!Jf|PVn-9TuKTO+2@7x=^pVjr@Ka%X4n6nq=6=}AJ-0YK;b%I0Sv_tF6Cb`ae zlWDq3-`NvupAr5mIck9j+3K@j@vxD;zJd2~&Ob=5O|6Cl*)SH45BPsCmVZdQ^Vt5B z(RiHyN3$!naLbG9WVEGpoXy(R*jNpAos9s0iptu0+N8fcwJNTM?X(<-e>aPp1L$)e z&s3Hprt|X(Tz&(RZ)p7{owILbJv=Sr%-o|t3G!>mor^j3*?O|`s<5NE5#mzJD8s_+ z)Nzy}HF2;7?*D{$sau$*YK>|8vJvGgo^S5x4_@W2Qys6eTh?~Aeo5y$_4hHpWG&zS zKe-v9eN*kXk)3^y-o~^Ya6KGa+j*rVoyya#yIj5&i?+e`7d>UKn5<5_0uP_YvTq>y z8(e15?i^=*V;oKWj%#F!+!33=${7q6+TZb)LU_SBfoqBnG0l+v*hh&P^$!uexmeL5l~9p6~p$c;BhVw zohqhx(LK8fb@Rz7BJF5w8&88*<+W7UDMYt)eR_2IG1D9XCCTSfK< zSo0_gm&0JY%s!6?Gp8qe<;^0!2}Gx|aHZUGGg-GmJhc$&iL5*iNDYvsa$TzYoCw`z z&YtYrtO2dgc2%-JZ)L}WTk-S`R=0HgUHxQd*zC;J9J?+de>!Zh#D_Ngp4!!eWWVp_ z{{b}29EsmWNa}GM;kdy>PR#`~<|ScumX$eu0ZWsk)gY(B>)W7v{sAvIZ0L~s8< z=S4qtcz3wCyPU;;K;w33r2cfCEc6nK|HIqy#>{3SZ54516yvw^Xsv-tPv=8lS}ev zO|kt0&-N9YEws!&q=o5l2nnxZ*H~@-_FJ8OxfgOB-(*MB>{8T0r1mKoGgH$vdxzfb z{8Y(Xz~ejRmep*m$)*FyyxJ)HFnflJg=2B(2pAq^)X4hbAF$(G8vG>Ud&4I6VRnkY zRK2(fN*VXwVO8p?Zs7Tk^`AX8Gw&z&d;i0Ut0BG@KRW7R04zFb|C3fX<5KFFEf>pw zL9;XuWG2wDe7}pN4df5=x+Ys*qt|L!XOF9oV7HLodwBgp9{7~Z33&gQ>=BOakbUlE z!3nJGCkoGmZSKTob;x@x=po|%6{olJ?OVL}7*A#X<-fSuR#un@#nj}R*AmsU;UeG-b|z(%)&2Vdb0d53Kzf9 zB3|gk#$@wUQr}6}Ng{B6jL(|Lx_sG|ea+>bTQQ`%7|Y0Zm-uYwlMOV=s*1}na+5r< zPv4uMw1g%j!J{Jk2eI@u&Gxb5Mv?HJ z=*S)EtgOpDysSK0M!WKI)+Bm7OXtJk(MCMy8a%t#pTS3&nUs1r!~FE8_x@!336)fv zcnpVAo$w@le2L_7^5GFO)CE|Xnl~TPZ46GN?&|+Ye@I^Z209&Nkmh{-v}g|MWia3Y z?Ka4`S?Au7XWNLlc6iiS>u(*)x7E~w&3?oK>D(2fv-~eD6V<0#5$%g=a~W@)Dozv#cxu~ci26R${Q3eSBa;UH15j~1O^kv)5}YhqTHWW~TdRi+&VC$nxjXkCY#zq9;%uKL7p0p0S>o#iXura$2e3C8H1~e9zxy>b zAM1T*ZBN30OE3yEcO$l+23m={~yO+S!FQ|>wgeEd6x4&FP}uyH+gs@ zdmn?qUj2_2ZC}f5`$TfC{C|{z>+5TkqX)`67m1tUbe}-;dr0c+^TEcY!%5l4=B*g< zJQNnmPuc1ILw;=q*EynKJu9kWLrbXqO|NmZEX}6u2ChMsCrN?sh68+o^g6B-!x@M z)-jx~r}ezDk{#JC@Dp0B!`?Ey(UE@Hb0ha1Pv*m)A)BWprNqPk_@$z}x58NP4=zsi z=~CmtlWh2cHJMkE`(LRT@-7~J#)dBnGGCt1yd~~mgy|4o&Dw(Eq9#?QHu@~H)AA%| z1Kbztc{IJtLb0_gm;VYz^3;mWy2ClFeSja!lAfJ|2D7Xgo!3I@LtgKMV-NChu5ZiX zVhcTH#l)dZv@RpLBrJaRAQO?aNEr*b%w zI@5ppyIIuMq1!I+vQuw%Lpj7*sm1UZ>wnQlb5=Hn>>GZc)c!5)^8BkM1W#jCX0fcK z=RNZBa}d2+gqCt<3!M3s2fOQgmshzu$e!hAika_3-l5vo!MDfZ(S(lQ>E%RhzsHr- z2^ct({pID4p)5@O!~OYeB3aqd_AVY+&g$GP?MU~R_`J8Hm(%tw-p#elg{*rU%QuO< z{&Ib6stX)D9u~{QP8~iEnm;>o zB1`{*SXL;$$)4E-2vv5@39Oz1sVmu86Ax2meTx6xSkzDSJPiF=?0B1Zvp($+JwKv{ zFCBja1Ba6IudLYC`$qWrCMF+@6<_gS8=g8A^ULyH_SX8-XmbWVau+2tIo20kRi>`b zOmVOc*WNYq|0Nsz%nRG`F5g67^FKRDZ0G$gWL|(nb7@&0yNk*yzp(NI9_j?WGuWHG zhTGBocKT!=w!UneK>EAz$@iVMBy5Lu_Uj&o4d?J>b`R<(3*2ce-{7Z?oH|R3ru^Q6 zUSqNRBB)h1cK$BIPvqA;8O@G^$B0RJ?6^ldA9ZybnX|`_tNNMnW!GUUc=E(WSsLw?gT#RMA8D1568Xi!!#PV zM~T!tC7h%G?(AG9#_tx*StI*CsRQAc6?iZCf1;>M)yAxD*~6m8aD5iJgZZ!n=~MMI z8ZSr4*%!m@8GOhtuHVuBD^}H_@9$zR^P`88azB3+mBIgY)sUGe_4s-`&Nk=$QDX5l z{&*hKcS2?oOa`+10bEMWr)|#uiB8#5_-Q$58BJE{`$|`et!VQITifVsHBS!pI%!z+DTj4sVd`y$ftg)rGctXX3;?GRuSPuIO(){!J~2e3xjiZK`sWWbftP6_bOrnkIYV^!Hf@ zK9~m0V_<(9@6>^5H9UG-T)pjmV-jC*BsDiGVZ{tgsV*n(H7aftsc*|v=Rj_ptC;L$ zk#Bbw@O)GDEo8@PXs2d;V=-3|ieKYPYG(|DVlBO?^#iXSE>b>%LU()^%#PYx zWgn9TP#KGZSL1UkRn&sfLB^j$Mb9mMOVMJ2{+?j*eU4XWYcrO<%Cdu@buwWWnnCnD z*1j!Xn(HfjTxO-+ov_ID`eCfzq|M7P%S@A*e34bY{lv)rICG_Jl5hO&`8j#4C$86^ z*IigV6VHb8=?^qHTdS-%IiFu@L#G_uGF!Q@9#Wq@HHYt{^|$g%=DW<}sqA5r+NiIK zfXp3!P@6$C&6RHE3S`FE3byR;_zcmX=aTdIauNj3^y&xwbmH}8az|r)$!zk9;_(=N zQ`7M;GDfj)2p!ImqvjQ4iSIgHis!*G}D+77OTGC%N6 zXBXnvaTs$UTOO0&itFcY{bx7V?19vhkBT^_n4_ub8vp0&W-^_MI3smrn!qZf%0h@_ zKI>X|{zPIk@tJ3e7i*F0u4`khYq(QrSb!hz(MDYy^S8eXZG zzmFC(FlaJwWlx^VaH5je@3ZPnT1|G=5qi1N7#ysTtv#( zbgrm$oqbYFlq*-i3b9L-+qze43)=;euNo`f#* zY8gyk*KR9qu7PNC*6*SF6QX3WYwFE#Si!f~IX8PKG=lvREFVwevod32&Eed6K~ zW8uTlXhY}o*#0VZkLCN(JTem>?}qnUeBF=4fuv_hF_{*O6 z(`ogYxIUNOJs^01*7I<1kruCr`*+xp3cTMEz(=mO977vnF zmM1IY+*Uen()UQ8PQjSVcq>({sc$(X z=Y0m8n$zGJ{H{d9N4-n+nZszBz0gxL<}^s{2lE}YOI3>su<0fvWS!YhV*65Kz%FuH z;&Fd*Hb}(Qq;GcUEK_h@d_4^w_I@>tiy3vk$G%N$X#?4(;P?}!rgq3lu)74ibBACJ z7CkAC%w&BbemaBhc?y^n+=EDKD9*Awe0H@x7jLr0?mWF6hqIsR{aoBSNnW}Y0$uc% z-56VHxyrjH;-|Ov|2V!?KK#m+X4c15!S$?9y_ZH!eDP1_0Z%?h`}wYgV6Stpyy=viMkkN$Ox zf_vCHgq{C5UW)WOn3Veh9c0lvcd)v9IomqveMeA3jlx6Lo#>&jVx|xQLintm0@w1rQ=(DUh zPaX6I{FXIbnFYqyCIM(t|g*!DSl+9_Bm`>k4qUZvgZ9@ zS*M=!my>!O7MAq7ftE+hrE}$m$!xnDLfND1V*TWMZ}#qJX>2}NPph0+3u7+Q-%`1J z0?TJ%`qwhZL3(PygQ>v1L;QYcOnO_C-Uj!1WbY8&6L4g_EONEu$MH#4#6^%%5A6<)u5-L0Cbo8V)+x5dvR%B{#o4KH z@E}~@r+M~JPj$+P^3c!D&CYsvVn{dkr=H?)R?eq+Y5Dgox#&vqzLw3!^_V-Yoy6%8 zeEb@W9*0Ao^w*RH9v9KYNLWjo6J@6dT;B}x$w;83kV?OEoHFo+$e&99Cw6-!-U{~K)!$srfY5mU800^%j~F-0U*h3zf+O?9cPMk|UxuZW+D zdb&p*ZXkDG4)4qbEUf)d`C}xz%lWJunVEyQ1^2RsJ8ST|^TrK0kvkcgJv0gbj@M7} ze_5W)H=>^%dmpp%Ek3&m4S>P*P``kTHrj3$O?i5_#;d~olnMco+@8##jsKZ-!OAuasyc}&bh$ zGrw1+%_@RAxU^eu&-$D1|6jp2>rBUE+41nr)qW|T?Zxqs=<_ViO7VY1$A1*hJ$!l}o42rPC~ZIG!#pEs4QQ4V{2jW za)mIH1>x-?jO`7zeK0#vbbkk%U)gkl$h}8CZih#!9m#X?!{mustj<;8|FrMGtNUZa zFSL3PF0<*m5BG-3+jaT5A4{`;^CPm-eHiu$k6)?J;rhZrveW z6-rqlzCU)KjUU&ush9IJYvWK+dW@VhR)nUOQ0BfIsIOK0`7KKu!mFF(ZFua_OZ;o>|M0DuOJJ5!nV{ZTZq|*@%jcf zrV`0_EZW33gX#J>L{o|F1m9rtq%))RH`wu}7^}pK?~CeXw7*6FkLrJt$T`kAyRc$6 zl*f^G4y?wrIF)m1ko^R1?&aaSKJOt@WWHAFEoSveRX%Bj-9vCYs~%p|`)RD2ZbTU- z>$mVfyVj30hMmdEW&Up9rzNs^Upf|t%@$1mA1#`}bCSrr-UZ>INa#S07KEkhc#Y`2LE*9g{w0}pI$sFj+W0@w)q)KsS z#MTxId+9cd?0szS35!ofMrz~UqObBKJ;|pXaVj%fPlEkgJ+32dfVfYss?uU=8Q%W_ z&n;rU4m1viLr2rdnG~TAV4bj-f>ty`D>6c1AoKx~U_*1`isLm0AH=*OodTkI-_6BM0MV_UyU? z+I3lWzw43g0rWfUhZ><$V>^34R}&AX(COOTu0Pd8{k7Cy&`fm*OmwcA{yWv$Cf zR(CLJ=BY`p0Y0M5^|Y%9g_`^|9cnem97wM_obe7XRl@c*B#aTGsUJ9Bn<1j_1>CDD zmt9Q5N|;lMMh)5fhQ2d@CwHoL@?qv5r!v-l&hLv`Px_lVRu%F3C;e^HYj;tUJ9Q7i z{{+}}g5>?|n2VJi^fH+IU+LV94y{DQIrd2#R* zajHFL4dLHWGQ{z6$f^#!3f-drLfSOYHuWC{>L*u#TUplE zco630?&f-*-7D%cUw1xkt`*bSZ!}LIv!WwUSAUXQ9>c1szKiXEVZO+QOLK8%8c^>K}E+3`a_xk>gWnYNf1^Sr<^O-O&O{-$gSuYP(6FDvYl*5nx^)Z~B z&-m>!HeA56%t4&S!>M(Uifx${pL$89u=ZhScErDOr0gPRH)f83)sxtNKbc+V*U#_C zJk><*Jydr5QEpmE-}~j}uP|W*3sZxoFKebaV}=|xqJVo>8s(OXtw(5e64oTw{>z`a zO1_C^OX=H;g%?2}_p@%)?oo{R-ute4%)W}R)3Q2L&NVjw0H?2Hj(qz&PeeQ_GfrT` z3#`4A1vjwiKWG0eCzg=KQhO;+8&=D-mqMis`?6n2)}5S=W2bt(wje94#H_5Z-U-uI zFx_dq-z-)R!n{MFk;qs?qkO-p$`_wwQy_6EOZf5f{s9$Z&Z|dMN!jv#lO(Y=BetuNg$gb^fj-Kb0N6 zXV)KORU{*O(%sHS^YqdJPs`9`DePXA*WST`p}aFtynQYfw(GYWrkx|Mp5u$V@T3Y` zUUMz;E-Z@pEsk;BFsKEbvoh`@?SC~!7iC#({dZ*RK)By7Z>`ryC*#MH@H#-7+#zZR zhrv958+|jHJ;%~hw9j6MwV|JSk2mAwiM+i8vu-f1eF*y!`rFBCi?J;I*7x}lBH}%$ z#P6vJx=ZHy()nw7|QN? z5)Y~VnVqb%{=N^!b`=FRSTcyGJ2|$V#4hs1|IeLW1i!m6{yvQe;oCv#4>&vj@XJ^c(@gM$Y zZ;=NvG1cNOkqgJmQ;#^dkDunUtF5D%|M>wf+yKdsFaOkzD!~x*{m1u-7BY6 zH=-PXmp$d$tpCa`^(*|IFWT>Q_Eg^^v+HK|1Ns5>+1IcK+%~hnrBA zt*3Q&ZECV)8&4fYR%YR4Zrns{IZ2DHGUgILbM^ZH*_mTg8DI93$vWX#*4Jcy!&*r8 z5Ld_WO&?x9l1Hw>h~nC$()m>+mXHk(#+54Yx<@}J$Qs@Bbw0eFlfA}Zcd# zqEcJ?GssWi+1x!S&HiFIbOc^y&dzFmB!;s~+zs%(MU+&c)nXj$0n0pj&n`gUuy#L^ zQt|0p{+nUUTgd-6LN<5jyW(qmym+5hpOTp;!>dG1Rvpb{;Y+Tzj$uJ&aL%VyRWVnD zj|b6rKdjFlt!r7c)!FOx+m{}T^;Vm%2VzPI<3)D6sSB0TS{*2pu9VZaV|%VFGViz; z?+k?GLwt1wHl?yh89pEElWk(Ey5ocBGJ}t*(=8P*v&M5J&s8Jtqn<*|Zq998l13)ZG)_<#K0!r0al26yp6vQ)IrET}3Z+{>QK zlpf=g|H*HcV{i@E9Q9~bAMe)D^D(`2#EtBU^abCa;hObp5!O?zUe8ZWyz5KWSL8fP zgEG9H9ex(UbGW{bma*IL?R?tQBcmu*m4MH7{(F~I56TQ3c`3WVEW+NQ*!d*gyYN;q z*!PF{KvG{}bzNAU#+t-;W(hvXucy1Z$lj}cVX%a}?DBb=PiM(u`@=B1)qI1o3%t*o zuFQ74&^X;vv}YvEI?GwcfE}{X&m=c@JokJa#n#EjiL$(!`egIu)a*^SksluL^Nj5E z6FaJ7{5x`C>MhLld1{@nbbZ%L7A}DUdmxrtuUQq9yMLKcnA+{hOC_B787X;|F+|U; zFf1$NZiK;Ac-hYDthLIlj%zWpKcptZGF6yHkdyViV|o62%*Yy$K0f`09!<%AR_si1 z9e{Bui!{a-$Q4~afdo@7z?M;_GdoH*l{|pUCo180ezKde28VKroUGX zcor5bc)`?x$lCX@dZ*k~Bnr+3#O>oEzr|cX&Lp-PULF$dAy8CN# zVXiWcmG`pCQC9aZXW!9uyvsGn;jRW+!e|zbtbu8BvH2+czcDIgCcofR1fTefR z^GN5`(Mx^&yc0`?u=_~4=QAy`8_HmorW$ZftoYIBoAJ9Q4YI%4JW-#!8n?gsc*!7p7)Gq zV;9j^5)Zz_%}e45`Il!cdE)|p7$6URPg^Lc;%UB z_5mw}Db4ZjV;Z$$(?H(4hL5N7>x;0y# zt}t!Q(=Tgtlblyk`;S=JMVpd*R!Z+v96d>oN7AB(sA@>KfO1>^Kb2+WAjrOlleLiVP|_s8nPjC2tF#n>PyG=`gAkA=~c~m)Yei`ygG2eP7{gXOf1(DQljehRraNZeYhkmS4l8XXr6=MqgxcDeS+8 z)s6L#=Smm*J=+LN)%@WXzKp#5)F?-d;`pX6_ca&GQ$R%s4=SggvO%9m@vZ~D+$Wo)QqhCPvvH#12C_1n_I-IYGZEj$|1ESYge6&{ zT$b#*IMsl*pYr0h-hV2~-3Z6F1y`sGvEwLGTi{CeDLCIXNA3xX&~C5uT03j3Bi~?G zGmOg|r>v~rhR5Y$G6eg-!nk*}{|J^_cxr(6Kk!*&nq}T?I~@8APS5Z|L;gM$zp}2e z2@M}}PFCqmgz{Z9d%}5l%MussHP1W;>tQR@bGJTEO;X9I8~hvSFEb??lbs!!o}>4T zqH!-qSL4}}9IGa)mSe|f*q5ghn_-nXd4u$yh}zF*tMR2L=C&vKVAo4Sp?C%#F4Uqd zoO4(C9~_+R^W1+(75BtmSBPZ?toOxT=7&t+>0WwR0oP;6O`Y8{wLS(KC&6$Te~y<& zaz{V)pkBw0>@$BcNkt&B34>B+{VA616*G@H<0pOWq3IT9W@oswWcxfH%>9?_7?mn} zYgn`hUvm9>n>bj<#!`CEz2D0G&{nGkqNRb{*pnv996y@vWqI&sEkA@sKidDrhGTel zt7CaWdp%9g=C78R)kP-T=v_ZQwV+gicDKqM5A#uR7PP|Tt**3|Ve2TbHjQ>l(4XaYQ@C@8eh0zxZ7(R!b%((9Z!yRn-36rze+8?aw3#+SmeLV@Ow7!7E zE!uSu(OEsentyNSyDBtXK+as&Hsi?;*nPFQ8A97{<*&_R?pK;*C!EZ%uO&9mATwGd0Z_%&Rm$qBp!lcGg#7BtXx-cEs@F^MI3GInl8KModvUUFh7&;a&Nto(Rd@C zq{TzHcsgx2LnZeSittrtN0)|Lb`xJOr(Mn`@35kZtbHdfbG>z+^Do4T_l!l=@#Z1E zIGO%=MpFXUQg5{$J+h+W9oBwYaJBL>k8Xj)4jSC9=bLG90*)Rg7hd7KV#fHaF#Qz= z$I-JJu8oKC-J)iYJf2x3sgC=EpCUZ-9xr9?MV{cK%E~O~9|@I;;$(#kkm{SKz~Baa zzn2coBxkIJ zYbpi|$LwC(Tn~rUd|t(<)6sA42+x*(-sRyB==BkgTuGw~aO4ZE{^7M}3nJ}L@pX`~ zq82@_&?aN*-7tNSRjCsCfc|^(T^%g@UDnLLyul@N@M{=d){*Bdx?NHnv;YbtQ=|jS;a9(LtsIJ##{I~`m&nbw-JpE~kk*VkPmLt!QnkqN9V95}f zXIeoPx!B13o!(c7&5vl%nTIZbVg;=q_tQ-4c086^n7irOTBgj}&EoVu1V6L$Rb-!u zf$hDz*l7K4K@7FlZWvqdkYy^;`~ccy_mA}$b}{r`C#!|AC$$e7V)wa@R)vV3$+6go{gT`Ii+Cw&(F7C6B z$y<2)GHx_>RkTQKXP)3C;;xuixdNICt$})}4Bv&A@g{$67jNzOJv)ys}K7|IJ1pT*?YJjjLvcmlzaAvvaTX)@9?|F8E25WN!D*8XAgr= zJ817AWjP+?`EN^Y55w!jd<%USa#Pu{Rg9emo2&|b92YM2T_ih%c65DISX7MWhY2j` z%%)}VTSJ@sdE+xk{z>=$$rcCj@-UiRjMIOz`gOhDAbaM?`zxd!;r!EaEwdA5V`t_q z-o)z%`@My4j&jaI_)n8J@*Vsw0G`Vf7%{tQthFg>*x$%98b$9_!QX2w7vBPcnBP73LSv`ZujEfq$y+ zuEMD2`KK<~xog>&2lIV6E4vr7Co42R$IojpBYWP|k=GuF`(#I2U_&xuDx*wfadrBp zy5cnUWJl}Da87-(?8=b(Q8l!90OGkyKT1zWLM!Vl#)*Sm`Gy^3$*GHnpYp{8aG%JV zmykaWKNgUGp%LJ5I^IOXpOYwe38@@`dNSfBRNIcn>Cyj^l>Wv6Ae4ae96)JtUnPB zsoh+NWmiM^X<23uxxHa|72jsQ&j9*g$Lrrfu9CB+khup+w~EUXoN<@2Xe|7G@V`8c zHNutUG#<$hhdKLL2%pUNpVBMOgS&~n%%sc;xiVOjJFMMVx|#iTY5x>7_F~IL*k6+5 zNwUZX*p>+fBj}$x1)uq}FTIN4LT|Y! zd*|JXG5^r2i5~L=|5q`XIFKC-b@XSX1Ja`JzgREXB>H)jeo><^KuY`&7UPdU;=Pnjp)MGm=CMtu|7S?#d~uIFKJ_N@K_ zo+Cs?Rx6j(>K13$W8wZV=*-4T;B>hEUC6mYHpr^S>_Pe>El0sFtGjo>^LJkBLt-(~ z>*K~Oetcalo&uXE3v3yPskif06FRmLtBYt}2>UX64uf0vvdu2F<@hB#3J=1=hge$! z-^xNY>sVT`BRlzBD}NQ$W7Zk1q3L&W)_A?|;g10{?2ThtW&DtQdON!g(XuNWreWGh zqfRS0Tx2vZOIAhK7eCT}y-_!n)w|%qm;Qbs$L*HS$BVVy@Xk(kb+niw^R#FGLhKz4 z-zvOT*!9#mJah}}{)AB%S8*HQ7HhJHd!F#;Nz{38t%INUu%$Gq*)66M{qkh&L0H|1 z8IL-i6>jlYDpORV;~v=m&B_z#bOXeu(DpoRNNt&8y-U@qu9(`_tMG1|b5davs!L~7VWV%`>dsQ z+bH|pZJA|yd&acfYc_uuW=huqCGkA2RJX46@YO^G@FLy$%2<hTd7^fyC+e4l09l3q)V!l73QT>gPskGjFLxq*Bp-*RoG*__x8*Iv&{>-SJj**`lu`dz_?dmxwE_qT|Og{E!y3jwnGIi8q zFH7n?A!$%lDx^fBC?TmdDvE@PqJfkKLnTw1NGOsa4Thhj zGA0xm(u7b-GBnXZ$xs^1CCT&ueDD9c&%O73&%4jwYkk*ut$p5e_Fk(E%a6jg!@NsH zjWa}st4LPHt8>Vm3M1FCQGe(5@smo6Blt#k`+ec;uCVBd!y`nIGVoaM)eh3ufcG3) zC6jcrk#@%P39#5_+#)1O^_JGIFRu0fGoF=t7e)MjE7I>}(PH|ZO3P7f+y;aDVZ>6A zY$|&uJKQEV$*SuKV(Q8I?M~w=d@XgyUdNej=ERq1a)@3Z<*(UCP@~{#D!G_T>-QQ` zCd1&-IQ=Pd;hV_gA*3$cB_0z1vc=L?+K1HZDS^>#7$ z7J4rAX?2=^iWRA&QH8hUnr$epQg3oEhLto=H{eGNwaL?u6=!Gg?)Ls{k(jOz`x+_k&k zD5({~lMEPl8R0T#-DAG^SOl8`$=0;r%hSKm_Gg~?J`Vpx z+vZx&b94z={s+}$T)hY$BcL~p>{-pRg`Z_FX7*1lVy6%IL!R~*(oao(&{m9^4cpi? zyA!h?3bTQF&vT14WS_<_zM^F*qi)cq zgc;{4^UV!<-{{rXY<)E!OJ1?@u$uv+cf`5M{G}2P&7SveB1bZntoGB}HU)jaQ&^DcJo%%R@*|pH|7Jl|37IhBJnLk7kVr zMDO3>TSR|@=y?UZbS3lSY&?=B&Y@Sb7=Gz}o?|xCI%`1sn2&2hrnbKF)O4M={;wF+ z3ZgF=H5u4b3uApj#K|hb-{>^g`?JN~(a!G04$o_Mw5Yg+T{CATzxumk$4dOk+Jr;c zt1m56xh6Y*6K^JoJ9FWBxBmw__f7qrt4$H3H)EY#=Ol|!L$mV7q`KQ@{Y8Sd+U>=+ zO?ocFeyOrG-)}wMo*llgnES%TTgtwvD0Q;4uF-ZiZ>a&>VSKDJ^s_=bS9isY+YFQb!K$p& z*})I9!Z7zQucN~vpJa{Z=|=vD?>s=t+%wM8))Mf#Tx2-hID4Hl$p1O6I}Rr8YtGA6 zP7!f*DIc0)>{B3{Km3WM;?_rKra{}_btk@|L-iDd?l%*zEMwS@$?mBPNtn8Szh0%D4sl9 z%gK2P{c?x-F#1ks_pIzW7@C!h^A*i5CULAbk7U&fzRTTC;^aI}Hp*McbPiU(!qTZU z|AQ;NfxIW#7Tnz_Xpy_!Qw}%~r`vrTaz^HJPoevgXKCgOcoPGqNSYD7IRrVP~QNNnE;@vYeN zA!beBRo7{sjEL{xWupRKC2QCW9B9ak$BIA;MdT|Wkvc#{M1|S<$d&Q&Hncf} zGzYQL?Z$YR{%0Hgd^YNdD@8=al48ggK1p4bWCW|gzke3RvWIAfQO1ar+r-{M(9Nop znQYM;6Lzv`o*xeu4~v>j`->{2%xl?Ql$G@7&@@@ylMA$`9ui-RvFCewsaP;KCF-945AmB5eop@;u`Y!_@nY)sDYschF(9zJ^UzX&CdED3T|^sVwk_F|tc_7v?8(a}j;i z6N#R}s4kG6tM?Inw>#{z{`Uo#e@@CtIC8EwgRr`y8Rtea{Y%bs;M9U;ekNaI_`WCF z?B~ptMjnZW8)3QGPwJrMNlEe-WtHZM@bBu~Y3x*tb(+xR2`oPuBVL8Ur+Ac_OJ{1+ z2@VY$Jxk=x)5VvtxGI@H(n~6}XZ7Q`&iTlEm@NHSxp^WK=i|y-taGv0u@L&n>2e*3 zcR;6w-cx1sMWa3qqpl)vaS`?btg2>?4mW>dq0-JPCemeZVpf#R29Q z$hwSHS7XAz^m>?l*OId=YoBi1S6Q$UG_vaAGv1I~F3-Uyb$?Q8ek>fbUS^OvvLm0m zlKr}frRzztRm51ylG(+zPm5fAKE@l)!GaU9`~xh$hZP^f^?aw#x}D-Y`66wv#puaU zcw7wpnVnvQRbf{o=aW2HHQ$2P*;v&R51%E+&WwkM@8bh@GEvnHMMKltUOJc zV{tXdYUv}HYExya82pMu>^JC6$L|A3K8ZX7N!3d)f8xrGbo`A??k0bpQ@!r|;%xIZ zol3IlFg99G@>j%;gGAfhWm&@(b-hk@-+r`Arjo1}&z`OExPC2JYC&eFQGTRlJI7AP zlYJywBGMdyCAYFfEptIf7B2_+x@NluUbhvi`q85=E1aR{`*7wL3?Ia|ijuesde)OTQ6sq6*NvAnBzp|5{_;o>%xLr zzNP+7CSfWWW<~S}dYy=`*?IYq2y-AFd`S0PUEfFFA29BAUe!Qk8BfCEj$h%`!+QM` zLg)G2Uckv7M!S<_3$UjP>kr3~DWu9hupiiGhPZMkHZC{b<@(IZvt(4s%BUse$o|4) z);d9}?7v<{=Pz-o2Mun8_9m9S1olPQvpY~!nK~i_u%6I2=3;4Q}s6!+j0l< zTeeBXj?~l|i7%}&y|p`SOUYYq9|N;X`O3L0Hqq~OqTLB> zzK+cf@!2_INHy)QflMlOZluu`BQ|8Ed^6q;cB$jEw;*aB$`;>|EE)HvllB^R%Ko}! z)Jjgfwj^E;rzb>*>x_LD+y;tDd9GK%Pjb0#hu^idc;4TE@bAqk?OCs(v!;q}R~VzC zQIoy&V^RA&Z1@+}r_r$n-?<%*$v>GLV%f#?BWpg*0*_f=<>6%pU2)kS|5tLl|;!|aL&HBVdQDWhxdx9 zr(%98RGp#En&h7#eqAggoag@yeC8XmKm8q~#SwVEQG_2W+PzDf4caGj=uW!zg8gEM zC!%fttyl8IZ}OM+(B$q0xz1vsJF5H zH2(cC?#r8J(>dAUhLL4~ww;YUnjMnwD0eXzW98Y9{sRAUfBqP{-bbGK7+j1sy5rA1 z5UI(s$-MFww%tj>qWa05xP^|FfaG!dDnhDt@Oz4tcbSuttz$P#YtZRdHhz;V%OG{9 zc=c|9KYqkE$^BLjKFLCxyIh~pG%llz#L(Y`zz z-iswQaAut-cCa%aVTalzJ650B-Eb8j8$h$C^t}^~wQ+2!n6t`!)ERaS+59}8pAGMw z#`}si|A{zx!j=k$Z<6zUJopky|M917TJ6;9$!6(mSY;nxk7n`gJN_ACZZl&iU+_WZ z_$TSVRBX)N;L#9yo$kf3q!fL2Idcrl9w7!E%VT2A`u=~w-j|X1e9`s-DCC<>BXi&N zM*kOnGx2T?Ia2FznR5!W*?V-$y4}WF-Gy7_$o8(0r?GE#%J=kXO}rVb*D_dg7!H2P z@AEzRLbjT27ET_9)Ia^stTRZYP3`w*X;g}ZlELu+_L*qLI$az;)i}9gf0<<2xsy3L z-$Q?6xueNk&9&QdGNrOqDsbeQ=1MGFQxK<;$Fl|hNv6NbqT~QPKfx$j ze|a=r@5l2NyyZ}S^0KJ17)CoVbhvrre7YvfcpZ#7#kqNIQW^$TX`Jik&u}PvS!eN- zIT&^!ob#-61G_vV4qgl4U(JgL<4v9p<%xSAy}imZ3&@j|?j5|ZENWN9jNZKGL4EGi z_esu9cFf8&&QrmzFgud{+w-S}I8z#*PRIOYzaQqTwro8MRyV?9E6yAy;!I)FR6c78 zlYIBcDx}nH80zO$J&Yy6iMU@u4Ba5sq(busk)XVppr3Od=5N_?^pSC|7cX`=K3J=R zSn*ji@5gL9kDf2^tg0k9AAd?avj+c8^^0Wi-A{|`BFk0!k1YML-sZCPIrw)m?j}R( zTy3(3v8?g`!uv9$D51B0czPs`Rbl71S^5d>_p;{_EX!J_1K2Wq)~+z_Le^Mrr1$vo zd-Td)vp1k!lg78Q{>f~!Pkis~CwC~@@V(T8J;851$PDFa|0{^#SHM22T?WuNwI#C` zIcsI!(|>ZST&G>Cy>}(sZz5fuXf1_hNxrea-dFK}%lSt#4gW;{{#uV<>1Q1KOJAw0 zl0D6z=_%h3@_qYnuUD~cDU!?~`B$QUGL5XliauoA?bUt-?0$-jS>ZCqD9L}a!|eGi z8>hPP8L;YR)cTmyiU)p4#^jxRoQ_$cl`EbrFlvlZf27aL7<&&C;G!8cdp+MagxU?S2!=3zZ&C6cQep;aQ)bf){zD4X|t41+|82)Y0(d7 ze#f72ULOkaUhLK#V@@OGbXT%x;C?U2O?B>v@HotogCX5YtSoN!%pH|0Npg;F4}%?f z1*>mm$-aJy)9O~*XZ1#MY|PgGN&K`fM*pY(WO7U`yQ687Jv_-hUk`4-x$c?>&pR>b zHhymlsIRzAdH@B4q3D6$j# zo)_QW!<}yA{?iy`&4a08`x|+><5jRU&kDzjUvKLDEVft(yX2nVNB&FL ztBZN<5mtMY=T~9-lk`!_%(V#rPVhf^`hM71-)p(eS;^^m6#kDha`J(vuJCPQO{#)lBwDV)-TnoB zo!s9G;n0XT6lKB2*f5LU2VrXR!HmJcCyckq`B`0Z9z=7;FnJ>z`Ax3i(U3_UD(JZ)2JA<&2`qoA{x396sxw?br&K0>gzx4K)i|<_fX@{o<$JjD z2~97;*DJJnnV-&Lmm7`tfiwCU`5&$S)#KYZ($+c2yU+sa54vjjhNV;QxEbDTA;k}T z@<0|lkcS+J-HGv)$b6Kad^0`-lGmC~20?8Devieu63~B|1chmvYrT=iZHytqNc{%9 z4%K41cF(YD_UJxVVAmDSXiUp)I9V50?$Aeb*yq{x3ZBq`Zx4s@nK0SM`&+YicivZ6 z4^Qx(f3&)T=D)*fGPdo;>8$H$sQpNu_7SZ*!7JGilGSWA4UY8rRDCTbNq1h~RLg$a zj$y6TIBJETsf*HprRUQ+&kXatHEVxv% zA5R6~fBm$ARrb7A=BH&~JxhlBoDS8&My@-dmR z;%PHnYQb+E9d3s3797ePcQc>rjuUP19TIFh`u-IG^COx1w!dcnv zG6*A2B6nv!&LYKPydA@`+t~jKu{!sw-ow6;aBb%EC%voBgNm?ct|`{hHko8vV0;J6 z-_Pu_1piaPHdzSE;BvlOyrSQAFs)=}uEFm%@Ue^VZi&d+!sr)jdn~NBi!n!Hcc%KT9Hn2%t%YNs(S+AJc;C8)U zN%q;=4=|4;8%FljO>p!gZ+cBbHWAQTe65qy;n@MpgYhA=vSxH!i1(G*6 zyVJVrXC`ayWT7?ek*s2=KGp|QQ}6vRV|T&-@if2JSW^n*ep64+v3P3Ori$cy&|Jb+ zOZApqI**DN+5Mh%gqwUa2>TA0c7P#b&w2Z_U1I^*x^@ zR^n7``WJ^&KZvKQeX_wUHEva`pI#9Avo~>^sC^?H6Q{};WwQt|8lG?Hy^|>39WK@2 zklm_3k~H_*&c%xN>DQWVekJ*@H-J2|U@3LufQFkQYW8Ux2 z!;<4*hreUZ?ni06xFGs9GM83jrB!UWpHDs^(NXx8I~2|In!F#`Wp^qa?}gV>u$jV+ z>se?oziNYjc@|Ju)SAp6YxB)oMxV+8*)v{~RyT@2SxxsV+>#BTyO@zRgSTMs$KFr( z*=m?&)$ug#H zPoFm0&$OK-;-n7x8`v?{y!eDRN5J=beXgVHFWB(~_KahL4(ySPO2507C`RYhUN6ie z?qrFX;#6NgGmP*44*QG5z@6l2Oo!xQnM9^f`B1Wht!KS%m~x8XKa^ex3Bb{hX(UYo4t%|zu(_+9F=T)!zo5-jNfm0l?+CG#JRE<`HBeEi`5s2j+cqB zV|d8B&iMkv*R#+m{P%5IPUjV=MmmlK>$CJ23@OG_XOZq$vbEOkIx^?m*Q-W(m_b^yI%5btUhMngM%%Ny8@coFO}6mMR9F3#y*1kwV`&3 zpZ0!p5A+kCTqC}u&i4RbxZeAo&PY7np#Q7koo51lN%aUx=R!3*g^)rlxcl%_m z@k*ONKhx(H_pE|sv5q_1UQ3w9_|KFj9v;9r9ybK3Bh!*!i=`IX8 z!x^h!b|p!Zm$)Sh^oH%%G~UbuvrD$6&jvv(tEubrlW(>7UQ|rBnp~wVapX4^ISraC zje0Y`Ie<6);giO!yoH2UX}=Hl*=1cp+?m4?ePMbBHkLAS5uA99$F_i4Y65n}mkXSc zJ(hXmlqZQ7LgOzZ?N9o?tl1H(^CUlcw2Fx9-61kZjM<;37I)=5Su|)v|NlXLsn*E` zzSWh`YBS0(ePw6!YWkIC_Y3&(KMLQY_IQb ztXzZk?fJkq=zZmXu3)~w-sIO!U8_9jOtyxmESW4~9kFEvo)q=F-B@dAP(jZt$uWbp zf6?p)pAIxmQRCf1s)pVbWB0#l-Vc+jlR7Jh^9(e#DSGp3iFavcw#BhHuZ2;(CZwnI~cJYDYIrNx!Ag4#0Bip9XjP%v>AEw zt>qVIT&LxYesZ1t2W~7Q`wIWJ^ZwaJJdr)FqT5EO96+ArryC8~Q`qrtuP!H3?se^l z&A0ISGTxVCpAM|~B4*`TW7aB7#M*9He5+m>X?qdvH;Yw2@#+;U_a0wLErRT<%qps^ ziu{oe)DuCc;ZgFMu7$y0ESkFMMKJ3S9@n2;w(Bhs<620x)2<;2nv(enTJC_s!TxV@ zmDt%BS&dSOr8AReb-{VCdtQ7Q2>e9@t7>@I1Clq>v4nS*k^Cnb9?Jt$^Lh{F9wVM_bN+5IX)noB zLtqFiWW{~5W>gfP4#$n`@=Ar@(%!cfA)1hLBe@QReQkd9DNjAd(NtD^+|e<5O$O6P zSvEd;I`*GQ(^Ns-0f})Wd!8&=dHON@%i!Zy*2%7qR3gdx+gA#%G)n7n8;iGQg=ZX} zMVhRw>`kLa&dHj;d*Rbse|g^ZvR+ehb-4)f1U)Aj;ZJt?iJ$#ww##$od$fMh|LNF~ z%maVZV6Ah1glJVh(Fpe0sd5O7hKXrK%^jsgj`{rHZgPEx2Y1lCIqe3B5C4c4$$DOu zJr3q6gSBXd@p~YV^{!tz{{bU3HeXCL*Xnv=$8WWULF_H(=2z5WNVGK4zgS*kcgwesk6aSBjI#m0BEGxA_67 z3c^(;hBBkGgciQ@dgeh?{r6TB0H#ykz*9Es4m7I;FCYZ&w6CqqL&7I z=yli@;uT%Vd^k_Jj5ZI8eC4pA5F0P%I|t$EYtY^-@^oa+8rmfqUct&!jej`1?Deh* zjho>~4fY?0d9UeZnV5G1eqPURdm)~^d5!5-pS;=aURi%fW9q*m+il|EYIcbgD|ojE zZtJ1lg_XZ@{CMaMgU;v1YRxil!MiJqrLOy}7`T_s>O-O-d~Y}3=T82)u40Bk<}hPs zy>se(X7%s=B3bUl_tDo8Y}4EO-Tbx=W{<+y=h(V6OuBk?ycx0(3x9_n^L;wO9DJMe zvi^DngieF%5WHEyM#=yGxX6+H9;w=x>TJJ}|6&;bs?B2F{O2L`3dA|ixtk4MgwwAidd=UP;Jr*NO8v%UoO~7T_tJj^?q_9Y zSqy4O{?v2YB@SN0vag7+PxvfPC+0Yk-9gEiy%B z`4fKGU-1NQtxD=tck4{H#a<6(hrRq_e|ESMZd(fcHr4QciyZjnWnh6Un|DBkF5)43@UXs?TvWJ5f%8eo=n(0l)hb9z8^i zp_tKv7aqdSz44(5?WU0=Dj zItk1E#Ku33^)Cyb#Gg*X+f@1(?g}xLQM%~mR+hes?+z9xvf}t=zSti2C;QF)vuT)k zD(r7zze##-j`_)7SJVuh9bTifU(SXjVZD$hSux)bGfy-J-HUTK>1nA}+12n6nI6IG zVd84CqpUW1_T!%?N+lmxa-^MM#NR}{>|7{Hq9*)r4eR9&)*Vd0rSRDV{jlvA)~rq6 zS4qB(JrDJ1NxuIGoi8UrD$ZSvUmZy_)A>iZYWUets?9w`&kvn_1BpJMNiwNroU2LE z4|c`LmWtDzwA;*vxo5jSO;d}fGCtp7)cqXIUB;|^j@7a|dbOip8uts#`+>w+6`kB| zS+Se_e1ptPU*gX}`mMm92kRmC{ciF9Io3Lx{MifBSu~j>a;$+x9g>v5&paWUh%;IL zRfh&GM3AiI>?US^L%)7v!ms*o&1Usrafe7&8Rp3xoNPmT*`YAx@8S`&NqPbl$I|+C z9?$_B4yXM-_IQ}z=e|TC7QF^87dkqfPi8k<>PK&(W9|=RE$Kde%;nMT`1En~|BW|X z%va9F&yB8!>WNCJG5Y^`vx--G`o7mAf7Sf>Y+7n>)u8vQW{mBh+q2I#ES91_mKt$*pCx&o<7-+{H( z!sR7#^-Y?zhCwrPSn3lm#@Kh+_(qX2`Ofdgfnr+R;=Js!`Bd*0vqnEXrMAXgI!!j0 zC;v@Dx@YHYbN+aqtAK`Bd=*XliA>4flC{l;Ir0*_W!+iskKW;ZYUmzJruD4!7B8q} zwn>$huSBRZeB*(FIdUTg&1d2F={=oYia7om22CuuOS_{Wif$&`eg)@TAr9;&-`{XN zhmVY6{gH6GnjP{KtTdmjAd0>2$|Sk{vevB)-2SBRICv*l$E7&&qbsu9t4-uu>zq2` zSt)$Uv$O1meM^tILaNU4tNlF{Ctkvse~k4YTQxD~Y!Mx6=({5%QYkJgMhCJ}C$qxY z*m5hWZ!-UupzlZgqMC?W7lST=LRoPN3b>`uW5;W%clzafUkQBdAs4XQ{@1G!88C>K&eO1O{)0z+4=E5;`?u zPz!f%iYKX=J<#aIA-D&xvNG*5k)kFq`h>5HaQEmkJ>7~e zBe0+g%-YcWUs`@j+k6-QN_2V&^IqlsH$h_)JU+vZe~n$;(L?ZSBE~+>C)Pr8GEXn% z^*BF?^QpRhxu`l(zfXvyS!;WbnPMcJXR>|=XlKpGGh`p5eeTwsjziCo{(eZGC>mxx z;t8x!iZsa~SO!a0^Qx?n`pB!9W|G5jE7wss@{ZJ}I2S+O6^R=|^*em1h*M|rh9x{W z`>Wp5??CK7$9c2(#jQ|Tifz^4lic$=@bVXOUFfP~Azb=u^(U+Lq+cCgTNC=LpqRDf zi30<9?@bUn6apub?O8To℘hs;q%c*1;i0NFMpW&3#$tlidd8+30%F?+AUjWy5A# zCi`=0eZG!gQ?z5kEN+dlztwkYulB@=RPd;Q&(lStmROW~iMiWwl337_4`pxo z?MDBG4!7X>&*rD6=$l$^S%sFB9;v~a%IV3|d^Sdm6CbnwqOb^`mFsm$d>CwMllUW7 z0i(?g!<|_~kHC`;UgSIIB_w{!0EzXi^Br~d=A--QWPS*<3Yehb_C z`Q&tG*C+dJJfa?%hOzunq^XIQS?zGS-tNGpfnIOrr#G-s)=<^)dOPN3Z}YRx7)_er z;W$sb>@!%$-b=iH9AmyG@xyef%=+c=zdmcO!{?4XEqSHrRbE+38sD@nZ#lWr6{ijcYv4?2eB zHo@&~kzoz|r@O)`k89aAk{V}!Lnyne=aS_^GR!6I@mQSvfd@L49UoV+&FQe2jX`b2 z%Fm(o83Y=LnhX4Y4TIlwtbtKd_hKFl`s*`!$g4Q3INTm_O>jTH-jBt#>D$7Lvxa_& z!TF|^Dh%ggU^#wW2wvqN{+G|cgTs+{zXN{Rp|zBZ?P#Bxczx-lwio!Rs=+{*$bF*LJ7}C7>2DN7#CzGYzxD&k ze>MgrSK0rJ@{%Z$yvmpG`}_4;7}L%Y*GfVnIR&0$l`j0em>wI^zKdRZ!uC5eT4&gG zV)uu|xF=wjdPP67VO9l{)xIW-d-0@3`r9VTOva4~1-#wK!eenZD~9Wne4Vpa^MM1g z{{_7*V5Rp9IG=1L7t&+_`F`{rr!VQ+c|Da(75V2k&MZlyN;tbo94T(5$r-8G{u69o za8@I7t|DBmB7V^SR@(8`#7%+S+m3Q9+=Lg?U5LEFS~!Br-g7$ z2D@hZ%UbWsuDOzf<`vPcFR%i1Q^{|J1e-v$-nOVLR@mJ`rhY@lg@Nw4~ElG5&o>D>nPVA`( zqbfW#HK5-zTWzFOJFga-C6lWv<C1*KRz>y76lv+22Sb#gJ!Q&lPoMDhF(3??u>9 zUVQDyrYrRqPiRk%rTQNXmF&sNN|~EQ>mOJ)D|A02^MN#dQ2faiVKMT5VGer~yPl?b zJCdv?b+U%9for}aWtZ@MG-_+E&i9aV(9F)-d*PpFS2Mi-3x9{fsSL|?XV>nu56V|+ zKZ#Utks-OxvL|F3c}rrzFbqxZxiQ{PHD>PH{lXG8U~-Nt^G&X0T4|HW`w9uNemy%* zZxO?$u);$6zYop3NnRW}uNv(E+#Sxl9)v^IJ7nklU-{(cgr+OY7)aC(`%ca!yM z);oa*yr_@k9I0uHj^ayo{mvulLbLQHv(q2`hvTP{XE>dbb-WDw3^yMv5_{ed@s_!Q z9YEHjjhjpoEsg#t=0^7_G)QK$51mnl))VPDLi9)#hX0xAUtq5_BF$P1Z>z`B{$}M| z>b_r3j$`y$#&5D}4#xQr|#w#&4%#W0rcB@ASr$leGKQeE6C3 zmyn_m#IJ)>V`vP4YeSxrmH8jy%49e^Ns3)0+RbjMShQ9jS?N+62advvqg-*!Ao+uO zZA$;k^{~Kves%#%*BR$&_StTpNX@Q1w;aMY$Kcj*Jl%zdH?VhCF(K7AE;JuykL5#9 zeSxO0Y1xS0-xhH24-EL5-zO7KA(%CWYbER$!~R*1)K|ovM7Cr2Yz)f-ftN)eGOAWL8jk!W^=lN`Zmd?HR8FV}c9;?{!PZ6&#`_{tO3wX|6zL;uj z_p|PEKCh0sPn)Y-8Eq_UY=&4?PZag85X_ol=oe5cEq+bH;V1dck3MUTNBb~8Sx%C3 z;Crw3@Wt{hI34Tq#Ha(d59d2sS2D?Wjv-|0=5-+!A8dq6AyCXG7qkBY9L`F|S&k+b zP8AH9OYhZU)eO4*W48H8i&XC1O5^Wnd^`D)YcLsO>#{-iTm9(T>2jWQ9Yoigtum90 zqr+?#eiwtXf2JxKk`3k;)-CR6E!yWf><~EZb(Afg(+qI}mm#kDxz4PaJ%K}!o zfQ~1L0d-w@PRG#eXxQDEck;-?=$ot5R$9GD`&&erJlFpVi<-c3D{ro*pN(Qi6;l6? zG#&X_vVe8L^knYt&a3~0!%1XKUC%G+^E(z?CC2om?OL8P6MlW!J$u7H^Z!43P?Kb-80*#Li?KTFt-yfMV*buh!Sq?6{qtSs^lm1y;c5NfCH2Z70E| zA4y8_^79>?%uB+GUKp54>r1tp!*Zi>H2aIQgCO6bc9JGpnP)+w7M73K_Zkd&8HQ)U zqdCM6g;sV$m%^Ux!B1AdnqFNBlXty(4X;xhzNOw%dtn{6UE$Skp0e32I=8@!>Wi3b z=r*<>X6AcvqSMjP$#;h%owbWr=Zk;MFfez{zZXX~;72MvCBOM#miq>3sme5f?5W@L z5QP54z&uAR=jvvE*I1W2+Jjs*;a5v!Z*HXQWgp2ZyF}ZQ`NcAFJd2}ywEq&jrt`@s zMVk(+l>Hs`pts(Px0Z|wFtwiky$o>Qh4<4iN4_jS@C}W&bRXEXgyy`*6XqAC*!t)>En*3QuTUBr*80Cy)MPA zxUaZ@Q_=z97n$5ERr=GmFQ866yNf?_Wb8pdTyoF<=B5e=H&aq zVDsgpyfAs-|G|v*ydf(QyRi6$Y)~8blZ!ETakE47G%U#~y6>FVoduE;YKGD7=a=u} z)b+;5JhYI^4M}vA&$6Clg?8Ds+K%1N(MuiUJ;6fH7%R2m$DR3?KT{s2^ZJ5B|^wizoB&d}lx2ymLF<^Bs0W!L?^HLzN`U z)xHyaV!SPUr=l|t#OO`h?GytGL98LYzSr}6tbHX8J!Ry4$2tjGtN2Rtj#q+y12OFx z47`*Km7rOOEtc``U!A|0H8(moz~`xr63#DX-=A2s5RRl$-#y+vM&tW<_NhER>sKyi zk2}P=d->*Rj(tw!oAACKfB%uavx}vq*)Ka+lGFTTv(IHBYAKkvC+SOC^x*%gtCJkp zEwG{}wxoK`3~b6>sbHCUIoTK2m_>>~`8abxSz~+)m1WM#dfy{3^%cx7!v2}{UZZ6y zz#MFD?$3TpwRw}h`oR1J;~Y)W(J`?u5M8Lj4F>1wup+xyyh)44#N z4={Cu^B?zVo@AUy(yZ?Pj*QE2Xug<~Ts2qeE4v`FL+eBqE^3Ug$(O9&Tg9NQBJMgd zsTt{ZW7{L}Ngdi3*`ujz$UHSH%ZAAg^&3{Ngz<3WW|d){7R{#T@p!*UB+qr#1!ki^ z9J$e}iBPxh}S3~J>=rzzT^{$egX*WL1!jV@UtHNT1aB!|ZSHU{|MaFsV?yqX1?Wjt~T5Ca-y00UH)C% zsHt*4oUAK&+d$}z#^=Ah|A5E$Hd>x=exT>9URe&|+eC#=M59#x`&2*E3u1KcVJFj6 z@+S=?Z`Ppa>F`7P=#B#$jFfLn$ugeo=(ob^PQ8AOWjFDmZ$+t~oaZac$ki0nbGPtd zM{0`#5Ae<2-k+xBbf_Fdi-vmt0%QJi{8)XA(_#{dFT=^)Yy6e3sVruP^wdj8FbC?gFpY z!ecUj%&w4|SmP$LEP-}1seJ*{ueB&FQsrvme^{MWM6KBKEB!qyy396z^uyvlyx~ts zmGQ}H{`jWzi{n~WI5mcI^0C#2T1!$+AVn9<${n&Y7{AwOyD;fjI44i~Nn-RY?Q*?0 zN$=0{|KVhNUeu`ozmmN4K{jYbqU#HeB=31@TxOTc`A|BM4Xe_AHC>80V~ug|h51k@ zUWt_tilsyNTkav9sh8wgFJUgKl6(=X zAbOa1kt`;Kpp^{uS3xwHm$FayYTWFP>3z*bH?dW6npY+5c>GHJ$=B#VPQN2Cc&Yf9 z{DR41^sdnlCfPCM`5PvO>-9RU$@-HQv1Xr^8|ZMmPtP%{nQ@()d|tF$1z2 zo%ax1erxojV4Hhe?~!vh4SyiTbSTwj^M#l?7~)TfST*qCF4A1YdbP-ttYwuP?WtvQ z{5NEw_53Qh=dNw?559o0pOGthfpfS0OnSZTSa+|Rk+C6Ll`=-M+%MM8Li!$!I zntT%v^Qe|2J_O2_@Pp(`zZ!N!#kXDXPL1&7ZE0G-x-qV|Qg!M$+O{+YRw}q!`r24G zutRdro{LL|vDAk~KgI~ji}No%#_RnGw!aEuH_@b{?^%_2@N1-9%R*U&FhR>jG#D<* z4ua}ot}Ii19xX0iD`KTn=BoF>#Kt!E$Fu#_mg|! zZk9~W!CJ7NVBB1dH0M9LFZejVx7Xu+W{B!o^sX$$HFNNswF_2as)S!MCK3$*{M;=ie7|ALO~k{eMqyL-}-eN%w-lm(HyOnN&>J z0e%Mf0QV3mDfYaH-{}tu*N*dWu0Pnv9&Xwq^@F3jLBV#k3_vA&A2lh>%!_U!8ALO z7SrJ-mcQB2+H_cneP`%viuP;Swu*CKGS-3g%r}QmV9|viRuE4PG5a~JJP*3a6|e8cJ??)}9BzbIhx1KKt+?=GW3D|{NkQtM&6Ki)3Dx2rHLdm>&n zY8kV|N|K}wcYD#J7Km2^DRfmku3L@l1XGfhQ8qMz5M$qyqRRYtiAdgM%m#r z*vOsWGM@!!vqg-S&y6gEWvvz#J*$EPn~&?-)(w)47-jq z#?Owl=f|gOm-RJAVL~l^cH~8jpD;bofKo;2af}(_{Op*@ zs`Kf1afp7h(ytd;Cekc%qmv#-io!kgS6b}-i;q7C;fnm{O~~KOR}Ny^WE#silm+aP z`(FK7wYli^4wO?B?LU&eRn>lJQ{@Z`n@Ee2dzLWn&zF zgcaKH%jC$+x5EbbISwBu`MjxlVku3Qvj1|@HQ)zhUHc`U&*vCEgZ#y5`~j=?gv8rC zv^h=x|A~4(UX_)^dq}oF_T@^bp4a=4+wAkm_ z4_lk$U+d*Ro_i^IJBgL2dEbpDg-LKJz7^(epVIXZ5$p!@z|p+E6Fx37N=d$ZF$v4z zY-#AtBk6gVlnQJ`SZ6B@PZg;qh(t|jzlluQk2jny?P$52B*`>Z18QSwbRnNfjrzll z_K*0K90SW)D9_sF^SW7bjagW`tO~f0q>qZ8$=P$i$a@A4tgolK z@OzDZjal|qqx2)~&$PYMwOFc}tirT?qRazktY);BP5$fI`92!#;?o~`JtjLbt)InUrOCM#?&OZ6v z`CWZBgI^VeXbWv~m30aZb{3h=6oZp{Cl#2p4>#+#Qos0Vu{86>$FNy|OUKgdNYSWM zfp4YiVzNV&r}y;@NXl3|JwgA=syI*Z_v{sc#jb|N5W&RS-GS!vXiC``&Y-c ztSZW?ykvJDiWgnIDye-Re)cn#S9azpJZ+|Hu~gDZ4#zfT%5L8EHP2m1il_P7eFYKq z7PHU)@4>FCzxwRI3Bt7;9dGWq9j~{Dbu}@dtf<+}HP^Mg=3n+r2Ejjg<929Y%j%EA zbGk@zJFX?0*isBSfVb~uiL79KnnX`vbV+Qu1;>hu@uP9KvG|gwLfvSUT-+D?n>};i z`M=tk9gWkSJ(JDlMHb54>_1`I6%xtJ{fD{hcYWpw=Vf@YLUW97V&5BG4icXey5N5l?P`&s*?1 zL2u{KF88}P8~YANmK10(NWUx0WhH5Rgr570M=xU8K-S*N-(P_Eqp*07{rkY>KiqrT zoL57HTg`e|y)z9SzmfA|49K3y&WP5C|T;LnOIQKV< z|Cd%bv1WGUrFO?gEUGSYt|reyoXS4MaZotd(Pzp14(~|Lv8n8p^>3v_%H^z(_?H|h z|MKm*P#J8#KGpe~;M3jsZS|21-4_|{l7bmCIWy~t-9Q##wJ+#(OV?OwZ`J)_< zO7`QEF@7^FzGwgaossO!!&oX$m{UzEx!C_<_lo@Bc*wmbQlH4*xG&<)39}`G3)Z!%N=>o=quRr3D)?OM0IJffqeaZwwZPv z9G~X5A>C3H;wGa`H>*~IY)kV`YBzlh%TYWs&m?oruoJ6tZ>KVRA7q~gM26JTxd%JH z_4jTFG~mf6i&@>ZS_0vzqJ1Z<9p%-*n3ZqFe?V&|tGC6LX$7--a`a^v=JUL@p1$7q zSrKwROt#I=%$kDo1<|G&jR%WkWnomM0Og`Qa=xgRET>J_;!PN5&2ekv^o8L+IFveg zyJ)#v@5jSB>)WS`W^HMfJBqK9@EympbGNFiuB}E-%0VV4g<2PU_e>_HRN8Gs z|55yYlOA^BY3}2;H&5S%7n6AX_1-sNy`NnJ91G8K#_5KI*#mi*zqisn*D1TO?{Jtr zZ}h<|-J0*dM}loy*D+r_B7T&m)i1`~tM^=O?Zm@vblOVuGqG_Qj0eK>BQfR-{&ERF zn1PQA$W@unBSnaTK1mLa)WkW3KYdK9=AuSloa;lItg}rW)vst&8pGPL$95icF+VB8 z%0v0w9-cE;yCJx6Z$XUQ0p|;0^*%k8;b-cj4Rqc`qR0Px^e51`&WJCFiOEBMn(M;M zJ zAatg9^oFRCdKN=rGlz^F+2#@~eA4+-SZf@_7O+(A+5W*ZQw8r+(pG~0P~P|sUwg^l zo-CKzGq1uZE3ZaF`%cVRg4dlKUnPoP&iDJkH#z0sW|RFPy^fbH5D}|FXc_L`48NE7 zhVNy9Dn~MWekULRPeGg2=-@O=a`O>^Iu1P`$t_hhX|qM#>I`%w5^z-boDY zt@TNmzehi%VV`(=^W-P_ns3|% zqiuA_b;1SCevp32!rPk^_d&cRSpBMN&|COh4QQ+&$9Q@#qSIopR_Q5ErLu>*GK+P`n2!9av@>?_u6xLSC^_~T z^BsOQAA7!M;ncGDg$I3vi_2h{j0)L#J_IJ0vu0MdjHPckY)xg+lSF`-;z1{E>q7K! zJ??~CcVqSU=@X8=uH7V_IFx3+S?O4sJk3@|kl}Rr=U%}!e`~SI8En1R*@a14iud=X z*-Lz*66so-7pLHHQFtConn}jd24F{?cz<*v}KcbCvao zIp|$6tP@sUNS0!JC|Bw`aIP?{ijX;(Dqmo&8nFEbQf>LjeMbFIbiS4)vy%A%i2Z}P z=fn9@_R4eaGn~KA=%XE(M6SE})wd*=P4~|V=EDji@nmYu zQ=2|yI2SeNs7)I}9?Y8WY3aZz!V)B~K=4E+OpUeOy z;ra|Y7U(q0|IO+NFDCpBg|!ukl-t%gH)(f&LVm&D=m z`zfM!73Xz=)@qVm3Z*)Daw{%YCi7sCFmdy8y;Y$>B@r;$i=U!%8$7#EB&*Bj2Sf7; zp14R4dFC^MT-m{#>NQ1qUe?H5q|Jr!%wFPTi%9LU75aDvhOe;UQm=dPxBm*_$>}(m zTnR6;cb*U0VQUo}Os&i_S+<|gFQwy?(8%tK8Z>;3_l$KU>)$_i z))7$2-i`U<#BNp`C9cmQdoy~~rSSylc7fUwh>XYGh1mQIe9z!H53*+O*x(x{({aI`k3(ekJQt0W)kT4!ceXVzN0!s2sqWs)B56k&6% zcc{Mmuxi%Oyid0Fn3UDzSy?eff7@~SD6(WHYxd-=h2xVrb)2JlT9WTf=ZhH0qmy+N zMWK;AK+BDqN+dVnbFTaD#r_LmoZL_2=r~NDpOb1CiL;jDH|Si?4vk^Bo&9@yRZk?T zK(k)rT3NDnr&&=ke-Pe1rLTFUxfFAYdX>7b&-gC#3yh1HFV8VEWxq|b`c!gs2oCiV z8NbB)doXM)B(h>6`LYfXIlGW4_3(;g#P9TaikCL$r<2)bEdEZ>q7U3sb8C+n{GvE^ zmHG4`jJ<}xv~yM>+aU5M|4%Z!$vK*RUa2E`iI|m2KB-by6g&FUWiN)$cVs74PBJ^! zaz&NBu6_9TRnD11zT})Z#jCyaznL%nF3Q&M|8cY5L&i_0mDP0L!b%6?>Sw&Y2Wj?^ zv=l_LgK{4-pi!13 zhd^*TOC<~AyBM0v4cP@$g*8&AtMFcY?K{5l4_jX& zCQW6pS)`s>@P9c=?jq3z^c}3%b^QBEJ>>3ep50btgBP&oLua(c@u%4`do0J2E|tQw zR-qT>Bs`r1MITcgzj z;{M0H; zWy*;n(nV}`qDWQ2vE%f9gE+7d&(^#{PS?&#vi_czO?f)`>c|@S*Gn%X9l4 zJn}AQ^k#|eG(VNKk`d-q*yU+VDto^Q-9K2Vr)c*vnO2!=j)GbT9=VK$mFfF9wA;Zb zHIS3#@+W5{(K%O_mubHVd(WU(RQGm^F6Lez4w? zC4QZLE`#7_Fqj|`_Qty-_)GF`UnN@o4x!pG`;?bFgmHg+m6aMtlA{OjxtFc8FFN0r z*K4uF(c}QToXwwiB{fFxkHWnJA8$yO@1fAsdDGZ<0bN@{_ZU&O4@|SGu`}=N4v~*V z`?}`QPxwXFbW}I19KjFIfzC_p(*rwxra=SIIu+O!!K9o2`ygD31-kN(o9Ocf_BDpq zIuc%@?bW)9QUmp2+&`JL19-(+pOwbMyx9MT*tv=`UdFeRMXfxmUB~B==WZhGniR|)b7}GnZXCcCE7<56 z9{CaWO<=_$usOPbnG@*un=`_m+ARGbBTKX^$xoKGJ70>wPvhM<#|zQx z>w+txa(a73UrWqp%gD7@`-4b52^;>v*4{A7^WCg&xqxL}G}cPTQgvgzxcdJ&CHpz6 z71r%B!fFv|lTng!YZ&RW0&0=|v%)6d2|vT{2Y77OD;dfqD8AjH!nDRe%N>+Mf_bhfUUAJqy6oxfjaWpsXG-y4@2j6G!ie}hhjwJKX z_n6(8XPw6`|6yZW8o!~{L|%QBHm4bXFa6`&t>BzYD&34X&e-dr^blD#z~pY$zE{K= zuFd)Ecdn>3ikBoy=05so&s!n?r?PIM;eL2^6#gcHea9}H+3pN2v#KrY0VX-S7ff=M z+Q^a7KCP;k)7WL1^GEQNhDJHeb=ZEQ)`t-3NZWqeHh_K|EdHE!^>DBqrZ02m(QKBC z__OTrZ?S_ue6cPV3b|KuDVaD0TZWHPMr)${Lp>#Su&vEQMk^TVDB;Wt|xIvUjW}>WCztMSh zdGs)vE+f;Yq)c|`VFl4QJ37v1`vX~}r~h~RJXJm?=&L%$U!cGJjeiLppTqQCMlVCx zSB&zT-d1D9g;<-4VRw_f8k;q9RWKD!H^A>okuEvgtLd=`91drl=jc5T&Y!@sE9nnl z$Me0;(~>{%@np6r?wsrz+em^F@&9{h{jF6=GhkMNwKc*By>5Z%g}%Y&u5hX_-i0fv z3w@MD{(l+ZKt7y5EP76ez& z?50#kkE7 z$eq{&jJ^>jQ~77sDfHJvzE=-qlTrB7l3vI9w1QYQ)9WR$xYsN;O$?laV?9Wax^v01 zw}u>fl3m<9REb>KE4)rmH(^_C_I@1$*3u_?aGUXx=iuE9i}rKu2hl8b^-kAADoORn z*lpxJjOV`V?318>DM=@LwH^{*YP(7AyP=tkCoe(dJszIjXLWekHj%0hT}P5}E`4V^ zBRMX{;Kg5`(GN?6s7B$@x4Os!iZ^l5z9>=~f;%A9~XvTa`{zX+NALZuR+V zZ1x%3zD2VA_57tMI+=$aCn{7IZ{G3ggD_0poS~w^YJBacr)9X9%*xB)m~ZK0$$ct3 zsyJE#%DIo&28fQ1tX7a4!#ZSOzuTLkzt}@=GuEK@5 zG?h0Lf`2ItzlJ1}y`O|-8=&(z4zG4z5BfCny1m%=2poRl)l2o6r-wI?Iyn!E!#P(V zi@lp74vl8Pvmnsbv0UdZh18uStZtk#MjegAr(@C0@R=f3Ez=_TO_L}51JZ9|iMz3? z1~1H=uYBK`Mzc2|_?&Z2hxoI6?Gfj+fMRm1A5P*fc#&Fr7wT`U_|*^Uy>V@vbC=;q zcA_1nmjPth!+Sp?e+OqK)6HQ8bM_9OB_~Gu%=(=6F#jJ6@~rD?@-C)zbywP-!#;bj zbFXtgznx3I>`9*>TBgqN5-29a+hDS;)6Y$O_Cq~A>nD}Bj%LqFG|4mPBh4FGdAAr= zsYsU@p&GVr;XOn7X>V;`_G${$z7>H|ljliu(Hcx>iFGTz%J-+li|56Z?5jPI&ZD$n z>HX1AdXSEX7JO&jErMKTu1e*!W4#(@hTF*Ase5#_-m+?F772!uH>+k#)A~E8uMuq? zW1oB@eb#8zarAATa0sLi)ysF}8j8oQU6cGJ1{TxLpR`F9r#!j79UEKF;dAGt>g;OF zi`CbdS#qVjx*%F##TO3bRfF*KFC5FaxV88_3L_>#t_N$Sa!N^`=DGAhy5^})_Pvb2 z(=GJ+%HMi4eiu$3^XfLdGtbxaEhLqQuBGEJ2=~Ou)Ywce=x^~g)iAziqc@z9$bTp1 zcO-RIIUh#W8(3kbwu5k_iSzoBX`eYOb$REBYk4l+kc<@z;`&K+tqZ+_@Hbb5O=va5 z*~z9_8y?xSdIQcSGy0D>@`u@U0kmdnpZxzl>78%U`PTJ0blW&G9UiMi*0J#FLbBp4 zl}hc!Y5byIb5B0|uGhQX%^kyv;>5LjT<7mBmbx06d0zPf?AwS+L)bRY&9ln&RWn3t z#N{5zEOSRzX6IXDs{#)`U$5gy-4mXJdB-?jeufyh*6ZZj*+Y|$=`o2l<8P%gCo5m8 z75H}cR?o%Q;#hq>3ncGjG7&B(;pKW*iT#)I)yCwi&%)#U{~M2z32UAxn$`A$$d-F| zSrbs72mR!X_Qv~<-Co3}b~Gu?8YPYYGDeKV=~PsxYPRSoj+_hKWCs6Aq%Va#8y!Ca zc8f5%3yp7vYcfaW$|hNw=Rz`-tFzYWOi`sbU&#*ULNG{1r9$H9036Bee~`YL>M`+o zxcOiS&%Tr8Qs1X2bl3U+i&hnUI*av=6Q_DWCzYWJiDK($m28z)lW2s5KZX20P?*3W+JM|enTFW(4>aV(w{ zf&H;!pqaH0j%LMUGOu1hyAimS3i02wz&+$Y2sbYx=hrmI3fkku-=p=CUD|n`)t&^G z;=}_mY{q}@^EY>Xv+}Ga9e&Zv@ucd^w%763tgk!^4)a8nL&c;zth7Jeau2%*ohFE{ zC$UTFLi{NvK54w%3waVtYw@XNEcO=WR(Dnza@M3nzMH>>m8tEPir3k#^Dho(kN;>$ z-%Rsl2hWcOj*7;b?W||S(+5b?`c|$;Z<*lMyHeiT(A3!_}Q16jP6Il?qws+ zr$HZ{@iXr)EY?khVfMAjy?9!^C)MQgYv^ZsqJVL zh*luQ8}ukj=YO1?Cxu_J?-~5B1Is1)E`)4XdVIoX=R)=qoO}ZksZ=+f1^e*Q`{3{= zuH?Gy3I1>*PdpIASDQ`qo&IXt)MLNOka>eNNAZFB`g#twZ(?Z)I%nl#Pf=_$y|cQ# zFh8&BXRkA^Fv6u|uf;MqxdOYGeedvomw1~e;NOt!73d|~Kriwh!b3OnhvfDjqpwXq z+bbr_VeNK!zMH-~cvUgdWi?frC`B;SicwK1gu4co(~A1^!- zt{pLdw#b{x^AGdtFl-S_k`?1+-gPLOBq#eJ`bysUCXh>oj;!^%9s0k*Z6Bsr#^l}3 zISRgCLw}qW$*4ZnwcEpHvx!DbJ)C7me}OF7BY71|w)c0u_RZng1|L2od2Jq>jCV8j z@g|O~#I%dBeH8!M#J@fkuO8BBGn@AnVX~L(A#ybJ$=gsk*$6eDb_T?cpz$r({xh9t zVn|!<>+|ua&9~b`sX1D%g!l_E{fidmNw`~#`N0fztg)xC*oRu?>0&>c{pi@;;zd7_ z?bGK#nl&ikTI#(dbK*~CjtZ;{^r`soawdxW3tJA9mcpR?Kwl0GOdZE&@GwthBX-f#XsNt?d# z%F~Gz?DnEpJ8^fH$dL-^$-myxsNazAYfQ*9x!IUCgm)iFT5x zJ6YS?_4&RLmKfnbKMz24Ca&Bfwl**i%_iAlytfFJA4S4{Smb72*jjH-;_9ian7YJu zS>iU9F77INGQ0NG>yfgC0W^IYpT!@TFrSoxljnhotqF@)tO;p&Mre2cX{ zCSx0Dq?+3(_!JY}a(6w?6yv{Z`BEb+o}{O#jwDw^6{wuV$FtUWC>sJ`p0k+*>kX5eRMX1WyT~CW+9cgI%C&*l%UbkVyU~IpStaIqljgM3n z-}dAA!$hals;Ud)@_Ok-li{#?L6n%O|2^d0hvpaYr>=!FYP0h!Kfl1W0a>%=ApT#M z1Z#QELN-ag!S6)ytJ&g5QT<+5I8W7I;*JI}`Ja8S|4t4Gpy(C{@D{QWV8IQuG zC7iOO{TSM(g3>)$TpW^zlkOS)b`f>zlm8^X^8?FVsjm|;@h1`M4_fZhdqo_dOp;4! zd?ti@(5WX~Cevaj<}4KVx6$HQ`0eJ6Jy;<1YMRk)o!7}ZF|OGticA-6J{CU~LE^uHbR!+f^X=bxL%#cE9n#O{&5>q=?X3JZq>Jit zJU+ZFuFNscIvo9;zFAMSpXiW0<`?700Yu>ML2wZV~U*jGj0$>Z}jyJj!@9xPpmr`fZ4E9q8gll7cc`QgWGwTS(a z;VR!HZlz5Vnjedm-_i6EZJOd#e=^mB%K^CYyNLCRcbl=`2r;5NORY4|%)yboA#&7$IXgk?-26ikm z`eS0k%Vy+;d~7bR?1F1AQm^M(sn)zdo|a~*M@euNl!nm07S7&B=XY@KcCsJOvX9X+ z5;f+3C1`pFo8)fFN%~y`=j0&Fnu6S|>dWhHpj#VpXe9(wkF%kX&Niz}#-np+kSa;j zAyk~NoywxGlIk`V8;DIsMf81ea~Q8bMg>~cgYF$! ze;}@9=VW*2=HC1nbom2^W;*w9*6&H5w_s8Pn$1XZ4SQ53{UtO`rOsSq-;ZVUXT_?_&HD0buEb8k;!(y}!Sbma zQ5H9+L4CO+XTtCTpAFOYTT*@scixuj^aThy{&}(X#XZOc>dQF9@t1ztu|7c^Z*%V&zIW@F4F$gzfVUY>Q8lkMKtR^FI4LZ{9r~;}&bZ15X|jr#|H!&B<4nJ+gYD zsd##<78~Wc(mvwae%eiGSIa!{Qd$IyQ%01OTNW7EJRwwC}g0(6a zBq>Ux9jx87fak+7Z>{ZPX0+smyilA-h3{J8%EvG&PKG~Rd95?TZ`fT9Z{Flx?Vy*P zi^qB2mJJrLK}(h$1nGSDNxhlXJfi`w{sP_YytW@Ze$JCe0Y z^F*pcAap7}4d#7ewTmw6#FvX{)r(a>Vwv;A^ZGCvLawWM^9(Y@3wQV(iV0Wwdns>w zf-mM9$%(9+Yzg~_Dc|8iIlTUf|8zJ04EQhLjbD@eY0Q02t8n9GOvp;NFCf#Y5Hnht zDF(A+6+V&d6vv8M`#FER?*)~iJ5{9r4?l0jpkg#kevIe&&heznJ-G_{yGhSCI@#1UsQ*^1bi4i!79-Cv`XKClTYtH8f4jIk znY?9;ejMbNV&Vg0_BZs)e$cw4sBh%4B4K-W`i|u1V)YPwy;1L%i%_}4Rs!2urA^AM+!F1I*w#_JX&An$hVbc-k?V>o^_s2in2sz*Rcy~aI@M(2s%_w(r7&pj3UQyt`5o_zp4M?*4egHw(BJQm)-LdkQL zeN^XT&7BzC6M`=|e=xSbO^e8>7xo)diiXi-+q2RhHO^u*I>yFTKocm$^7eOIQ)uNV<5dyyHS`{w}9@4 z`f5&=c5uz=hjj%Od_eA=dc7GhjwDC+>+Xju8~DeqBuF*9p)h@eRvmC}Bt9%Ae^q{& z+IOjAm70-{!TbwcK2)2hp_gwN>+q<#2$*|POU3PdSl}BHrpj7Y+#Ddf7GsUQp_%Gb z_p)y)rEbHDWGX${yR5~|z0ZAc^%bN3h0~d>lc97s+m)bmef=J2#z^MJpJ2AHHgD>! zsId?8zY@=!?vp&#I-dl27PKFKDFwSV^gM~~cagLkJ~!gcQ&{wKR|!?1mGyc3$y?7D zEA&wTYxZZWFUXK}6L;cGFQ0XS@g=m#6P{5dPW_;)Tc0k{EEA2Bqp2F~?||cOKJt;a zchYLC|26R-&$CNnUO$o?!v@pw?icZMh4)|Zpt&&F!5YO_^**|{hH^6Lt%34<_Nq&# zf5o_$M1_O+$W*La>C;qNc>tQfllr29g}dvyHO;aDAy58iiWf8eloIoLlILM@?qO&o z&-(yqr5?|ZFy9T&IeJb;%G7Xe%T9xQyLpd=4ufoQoGS~T1>S$p4`SzPt}6}~VWR6; zvUV09r#icopJU0Ed|qe!e>^l(=VOXkw~_q)*>Me-`rt-(N}R$%xrXV?M<0du&m!m@ zB>6=Tm*^w+MYDS2by%koU1}SQy@@C6O}5;Pco>!wNz+r`)o7V{)bknIx)jlY^owop!YmhUQeor zV3Is>i(!{*=XZVj0*rQh{T@rsHFjgXDasOu8X^1Y4yX6|#$W4-b2D3K1!oZ~yhzM? zO{B^lnq>dJfmX@f-jQ4m>uw6yI%U6-G*p_D{5US5%n^qY5~_fF0I3n)@{E3fJph z`1ESF{EswQr&Y;pP?ZfHFyc8legR3c8)z{uqz+m3KdivU7W^hFC411|09a@BZ1xBp zDT;jpgW&$XbKl0!FYxVGNbG_8x6W8C@;@dxtP&3?aR(GGq$VRr>rh1t>bKbDw=*^koh z2N;#tq8GVK()u-+jAY^DrmyC=pU+d3q!Fg>i(A=qoTudbu=`50VRF81_Iav{kD}kF zY%-e#58!8e>%9|H{)a`$OMfq{>eKjXuU2T=)A)n%r5=wvlY~{+|3&SySHA?rlc9Y( zZ8qrdJid}hSQ?wVYLn~2_VmBr3^EOO&&IH<)7p$HA3%E}$x~D7cl!49D*ICFxYo$s z!+g(JN2>d1lM0g8K=&{9?}WMgXjz)2%HiJt2&Yng>ZKO-ek8;;h<$x|aCTCxfYUB# zpRCnp9<_{wy-D2@>sG`3Os`WBbUpcBXZiWC9ATtuwanAaf3P)Ap$FOQ2A*{QT0mbpLvD%r}C``^O3sd1X;9J|>dSEbcSn9V8~3rKVr$DB+XS|F|DdVV}omjj%L=>4!sx#r-`7+H~0d!PvsB8*x_&< zd<3S?;$LIwGm4xa`t)Pg{K{FiNR;msEghcu7xe~SBSV7OinmyzZx(V_+)dW0>r zzvu|>AH)78bZX7ws|!~lZCzic68kO@=vbd_HS5Nk%COKBh+RyIXMFOF>&!RAiIyzV zOMIw}h26+Cg?#<-xh&hxFI;8qC1$-u(12J5scT)F&i)W0ybqG)=pG0rx|`!Iiwju(n0iy<~qiv#t0q?z$J zV=VTrwDEEe@(h;E+MWe8&HBKSPgaXLi_R-RGzHG7a`a^|n9e z{v>7`XO1c5DsL@r_S5b=elg3)$*nXL!}8R68?M!G-bP1K&9WIQWhd$)SAu`>saI%G z8PWrMb`z`i6hQ!O&J5>Ily zUY`XQi^45Plht>}8t+rKZKqu_-=&6e@;H5>U22Zx8&+1EX9v`m^h~Cti7a`g*CqTf zg$eV-j(IHcFulJKW0GC27b#!BudK&8ORKGL`-KfkVBK&!@6V63bLJfFhWJ~DB#)AI zx%02afOjC=otv+svSy%y?Sc}CMh zi{#e**tqxkzt}iKz3OA8tHgVj!*DnIbS+pS>npS8b1z!AF<))L<>cuq>GN5}U5w|u zNS9cjJe)%?BGrI5@ZtBw>Mryi;*2YdQkFMg%MQt9@v)x9k~vqStI75jP5<*`;X5j91bUvJ-<4wqxZ9A0`p z4U&ELOZu%ck4@wc3q+wI-nB7$dp~>gnp|Vw=5KOy{!I5iTIShnzWdZA$D2^CL*lFW z|DSqIX7xPF`M_rvk+zzjJSQ4S&Qvn4B_8h<|8ie3mE*UO`#E|YjuExl_$?fI)~i(V zE-8)=gw7^0DLK(Lvv%&6t`d8y9u2!Hdk*Wi{~#y^p( z2xNEC|4N^pi#=HlSJK(#;U3?1R#*lc5td&?Yxmr%u?^zh~EJo)!z!3O%H)EggjI+sE&!}|@+)9qX zduXy={~7r)((f-W9bE9On;qRor>wwQEY9A^YutiAvUZ+p8f+Y*f8T4K2oLhKfKeGRYGugxT0B;&c zzaH>fFXmLoyQ{VAkAe5$b5mnHiT}&lGnEpa^6q#sc!6>6hrs2S*A&w2Xt16=%g{X8 z0~h1ZIi#G$3x*mm`M;{syFnq6Ov1BdH~7&!e}ULEx}bgbprw-GRoK0E;mTl)*pM14 ze;X$`4syq588r6Ayo2?TtU>c>`XmmGC-*;ax(kX+jF-Dh=64&3+Ye#KU zF})AIw8!6K{+?!}>q(fEGr9U43X42_PA;IbG<|~vud(5MG|K*=+HAKUJlBdr$wkr$ z=W`D)_wyR@)lzyn6MM@PG)X;-o7wPY9=gm=ds>fy{0DrjswnX@>^6|}jKUmpx{=?8 z^JrMq;Is2w)wCl~Z5GcJY(A=k0gkL2^(>uSaN*wNTUP zHh^DOCd0j2b;FYOympp8YO>8`uzH$D^k$#=m~b|&GJhwxd1^Ti;60D=-agLCp4`@= zQ#ZPwLBE@!ncZyJPw|#$F&y6OX;c~eyFhJ|d8Iz=x`@nO;GdljzhU;txOfP8>#+Ye z=VdL~zK#y%fn!9TVldC@12G6G&wilnzO_IMWc0w z^m}-5lq6u%aj$Pw`0u(EcH4oony3JBzOu^Szni2d~cCr66EKRd69E+ zx9Lmo8nMJ7g;_6=VW6@96}@tQql#Y2VNLc{9YWeN#@YtYT-zLjNvqLSlYR|@qhIGD@rzVp^Db^ZTxSFe}^qhYnaiJnYym1w~u&{OekkVeUVR-TcxSjoyk(& z*
    358kvd*i<8w~=={I4CkoH@Zf`SMBjb0WNir%;#ELIO{E4K_YLF2y{MmK> zfPB zB;HR{P2R5t{Gz6_vhps-zR7|&nZGXg$rQ(Xl6;P~U07`pZ!U-7AK`g2>V3sa$J6Kx zHaZk%XXxWLKYJXhkM(;Q|2L8}#)DC8`UIOFL*k8?a|Hw|i6mut*$I581p6ir{d>+x zCHTo?PQKoGw9B5!mR@DoYVriWCl*z6w38UIKek+C%+^?x{kwayMFX?j^M(20I}-2Y z;aL;WLk}~da;aFBx`LOpT=Mje5_@Kl=Lgqq%SfB201vYBBM|;b?*s6p874i1t@k_f z5NqVg@jK2s3F1vzY9WmmV@N7NmB;tzF|t2Qnwz(8VewY{;YODH8}@e>`W%gk<@MJb z3Y%H4m6&iOB-{Ap1q@EMqpb0}9E+cXU1!MGX8k`&m<-R4vr;R)pCqFGk93XAV(s`z zZBhJLjN3x*WRWjI$0r<3M&E7PJ|GT^qg(cN-Qe~0dd~OCF?#OqDsM51{6dpdBp8It z6U2yQI!&&mfAutowzaj%?!)f<>2`X>!&BF?H93pxJG(x!3p>?uJ|)MMEOnn=&d_gF zd@0K+*-7^)PfU%7RBztw$X4go!GiB$)|H;soSVAp2l+0R?CJ-T>==>e6|yBK&!v#P zr*Jpn64q!ScI7IrKdJwO+3jZ1?6CQpRp;ojJFKz?>2EyhO@>KYr^d(2yl{)&=fUMn zcFlEpDk^Qn^p)(nOpmKsc%zxJIt-GL>Qq+R#%~_Sp$p(qg?1gp_-OZsez%Jhm+HA9 z&APBaYM^e!mtv%^tGDvJ;{k1Q7qJ&D+wtw~?2%n(*J9ZIIB<`iui%Xp%&k8`uoSk> zCf!kZ(T$wz#k+i4i3ikj>;u2|;mZJcw#NPwv7$Oo9jKo#eT%E6^D=d75`b!(~|WVg^mB;Jl| zxi_7f^X+(33;uhhK7J;{S!~)tpErx9&qDV=pZtb3$y_wh8KqqbWIcSct$%=>D@a@e zXR-@2^`3teDLTR@>#Q1yrUM-7%6IlM^5?*j;(j@{`ka;5`7Hs1 z?4Yd4suhhiK>OQRv=1h~L87d-8%>H+NcgXodCs-fyF;u_Om#1;yf2`OE0;$N?kOqzE`4V1dZ|;}y-eFET zon^Bhcr!aMfmb`&zb{tjUQYG^X4PWqpgk>KCii}JFIR-p3S)LQLUy1$jE~7-ej=HE zC+7y9QH<{^E^H)6HdaOfARMmqvyG3>h1n(^y9QV5rRKyz8HbW7Spyo;eHblvICBEIr_(I?UP>A1M{#^QoK6vUYI;?K-Ctv)w^^~B-g@Im zve>3J^&&IHB4d7{{hK&>9jOy9N{e(W**+_QONwqEu)qZV_y9Z9fk|@ttRZD}GTq8X zH?vF!v(aX({{Vj*JLh(D;-lhlaS>u1tCaWp34ed~I`?a~!K#QpN3umvacHOblFW3e zDO=soz5Ho$!MFdS+kS9f50e?>-47R=vp^ftABnFW>36-T`I}grU6}vB7ifbXTj0iW zJj(OA>&&0O=>0lam4WPfay7yIYsvMf7}b(S&CI(m@|SnSu>=ON&dxsB ztlJ;!XPnXILNeD?5AfSQaL+ThR;-*o*rmOyOt<6?I!7;4_~$%r-eA$ojBx-aUnRn2 zZHtm7sd)Ve*NG>vNC(wZjHoS~@i0uyVAmzTn80-o(pqL;{&dvx1i_EzBvJy{iovU)k~l2`0>cqhYj zDm0vf8Tq!7ermY#D`Knz`9ZS7zR7y4NphCI3vl*E(cn-q<{8Wz=Imp&`<*0BjQci? zEAg#Eq5Hl#cp0s)qwhrLpUp#N)AKLZEAEW@Y4tH2_7)9)7N4@RptkW&F&F(uqW&x} z+vk^xUiEqSnb6NStz>~p1=}5bC_6*Gz~fqUyGZ-RWO}FI?ce$=`#JOM^J=($P2;Q! zN*?gec#|r{$s2hbd?vAdCu~2NWO>T|747n^J!=ymr`0PkoJBS&M*KiH_*@pCvXeZwZ-WBEGVsmt$DLFXXt{vvfJI+fGIr;tx= z;$Hf#E7mL#zXq}Fw|W|={|n*#8pMBt=ry!F%#8m9PGsG8RbyPkCUbqB=R2dElgi`g z!8fgvljIDZ)Ds>@veiz#)MTq?{M~|qd7?4UdD&l=Cq83&+x-( zyt-YiJ%c@y>Hq)t7d3bOb6EW+y*fevMq_T{S!HnRabA*DG0C)5g~r*n@*{Lgdw&ie z_)0HLS>$V$n9J8!8!dIO$Lb~PHzq@LI9v23X)V|8)0}%M>9QjtJ2;YwV}KTSnsGkm zX?bG5FN9K|Ix7e(@~DMuJ(bR>?KYM#EfX0h!Dk^%!k`j(U5t;m6vuAihxhWBC3-0a z*W}si!_J$?*+9#W=ypC%KTOIKp>;BJ|J6PfxLO-CHHycu+Z&isO(Z-FcP?ayRE79S zFC&e3NNkss>$UGHvy;@5P#+y7f|?+@2A$pg3%ir>;;0i0jpTi@VZ zzFB?h>a#K3hM6DEb!D26sP&Nq<<^gY7kZV=q>2hcQQJ-2{%=^Pb%Befd=S z%&x3OjxL4g8(xiJg=0ySyY`Fx)Y8|bV$2=b@jU%k;KljSeV)d<`0{oU=pLx9r{jlo zFGiMpcgecUGO%e0oz$b7&Q5iC@+^2Z*I#A6mE8rEUH`4Yz5XIg6%4JzclXv;qQed& z-+;NP<};1uFBI2Sit*dXHxl-%;MJ65Pr-HpUGLkk7%q9T-H0D& z&tX+qyeR6W231L)oy7y@ljm1Bj2Bt*B)__tvtPmM2GFS;8zp~3LvgMPpZJ-lZ^6c^ zM4-|vl0Ai`adQPUaz`ikzYc`l7f3DOqFTSs9tZmT8r)4Ton3UB z!qZp6_c7cm<5&Zq|0G71fI+G-Bwj4lelR4qU_fUP{~7XLhY?59@LM`9gKKvEUCJi8 z&o;}LsX+Y?4f~l(*0Ek4V|`4{><663l852<78p;&lc#B$z0+sIcB1(z`%oK+SLyc@ zeU4?*RJ0v~WsmT=59nOm+>)x-&#}WiT$#k0HJtG_zdemicWRM(bIJ3O-O#JBs~Fqn zPVFRo--H>txAXxi2l1@-WZg>gh3t2oPb%^BReH|eyKVYC)acnWp66hDoAJ)l<^la? z&v>qMSK!}3xNIeTcA&hCy`$-pr(CK2Jxnw^g+ynt&B6XQ;k94EK703$5HqswHLC$T z(EN9;|AE}Q;zxFsr~1Xu^sKG*ci8(-q0e$q-AbZ2#F2TJe;59p4%Nm!dBgeF;%rGa zX`tWS3Ce!T8Tj+7v$E&t4Dytt$E&10h*V>>7$nv_59_1#I}E#${k$S8J>weir~+G( zr!pC(_mDj`VCs|NL-tGkfG%V^gjMQ8JsEvQ@t76->lv)RL6rC$qFHmdlGo%Za%VHo zyEt2v*Q6rxpU@vpk9SCZD4*J;(#73kOtZPvK2}dTt{@q&aaG|)h?UZFFDndee+54$PSo&Eo#0^zTEk^ z+1&6ZZQrI#o?stOo78}9Mu)ay#VltOqkB#G_0#u{Y*3b_tGxP3OuC9TyI8G>zir`^ zZ16wf`sMt7AiP%V;dZ>5NP;SUvlgI{tBsp@!UIrh$_kB)oV~$wNRv9MSBig&opUZv zy8%WAi%1j+-A$~kNshhn@Ct|>hjZ;jhcBVs5zE{7GR2v-DDqMl0#Pj9u?w$yA$ZVK(T&+luM4vpCX^cP^#ZO6+R|xj$fi8cfd<8R}x{ zhZxbBgt_)i<%`qlUW~O{+H2YN1N|?gX=fTg z!J=J7n&i+;4##ktix%~f8n2t4HFE;w~P(GS0513^hgya&VWzT7{ zLnn({t~2(KYYe_*AJw0v-OL+vM{X4KT8UMuGMrV@sSuKixZNr=hYhd_O125WQse+XL`P#_ak=%NnjXurRe4--E@m#?QUMct?|6{4wp*+dVU$yX5)sTeWJ^-Zd#r4IU0uO=^8dozS(U+6Fva`VKEQqEpO^NmJZMBXiAx?iOI z(7Qo=cnYlZZFVnSnHrrJ>1hY+TtuSAMraJj8!#vp%ah%$2VcutzRS#Ob8-F<8ePa5 z+4WG0ZEK4y6EJ0K;d?={OYX+Hta|#A59FSIU*97}_@5erd!WC#V7qOsHjECbA6-Lq z*#~2?GV}m`aZ|y1VZ*s3sp_ohP)G%}>>U1+#j_@12fUtUvpmgSNxx=BtB%pVaK9M* zQY~nI(p;rQM{-sb?>{s~EB{loL-6zb^bpYQ)}bWX0o;=`MKi3XlSK6 z#G&3V#Dc7Ht4Fqb@GrRl^3CfQJ~)O|JNRTM&CkZMW_%`3-Y19}*)6>or)!GAr@=H8 zGPh!JPw`+XWbbFoQ~_@4-Bup_kKWhwz?%AemlSzgdnS&)$adXGdl%-#>({WtKKL_S zKi^{MS|cZe^ly05fVS;Kl_$x$ihfyjd=>UpAYq3W~ zUsBQeWenV7ZaWnAPdPI?RdN?@DhUT+Pgbt(ixV#wzG2>trF-Gh2%`=+yFAD5=3#uE zSj>j`EiBgt?+zz>?*8p2`SZtwg=SD2*Eo!B%#18FG7gMgrvH`R#%Kz?$Tm`N2AMoJSw`!lyt|6EmTCPD4=F|7<}A7zHtlKhGn?;4+G#LK z#=oL`C3mB%vB)C2<{ri-=Vjga@zC2>1WHb;RQ!C~XRY*eJuP;)3$VkL$t5KD5nqxo z>MnTvhJ~H*u;? z5T6?A)mv=SfCbyQ0$3!DErUsWa%E+Ep6u=|ex}A@^0pSikPjgCrWON9H&x%+_0+}u zHw3mTjrgf3lPqbs@Z1OCS=aIPG`a_m%lkXek#~IB%G}u!0@>$%y{NTGU#ZS?JlwCv z=h7t3vzjS1%$oXK!*u2+dG_-OK6WMb-|)$I=v0wB0B=$s;V{@v#-~y+&FbiF`nZD* zdqZantL-vB-oOH9()oHUtbl0`YSCLLv0gr_Zihr-CQ-hH<_rw5In%=F&wxJI~B2^PKu5 zy%4kRpykKLuEZ`+vQ$TQ+Ct8jG`+#ucZkt*#h>9UkeM|ZoX=#>?=YY}e%(fgk&dM5 z`-@m`x41TdmrTUqJ#bFNl(w+B*H{hBCb_$rH9Ft3#$UKG42HGXtUs9>iwR>y=D*o) zHGEF-S*q-9*U#thm>`OeWZP8BOFfx0`Q%#GI)sn)VfBWvNQ*ruqIQ_}%aY~_?&uXlW-?15x#*|c3t!$%?dob-C1wa z@mrXsntMgZKIG}!aNs(ltbkV|+{*6r+(}tp@X)^4`Yjzl!p$*aSF*)jPolv-Kf#e? z7ChH%vWY!giYu4l%Aur7-P4o3z6Wn}UEHA%Q;zoPHM;C^{yy}57Iv%Xp3H9b#PBNG zC;ML!vsu2&UhG<+f-w)pvxkj5)tIRbot^1pG41_=#~%&LIaqSMvG#^(zOU7X!tF3v zO2Vw;y$~{~8`TLjvTA7stL$%-)CA3)q?g&dwsZ0wF;63(691lXB+tKUknD8P?j;_U zoTOQ~exf6(sGB>>8(F#)&1)6-kzLAJE&d9b+Op;--R6*D5=*&98gE8kgpZDh-zhl*-SbPF~?;_Ek z+T0~(t)pMQn-+m(ausdF-JO{7gU|lwoSCe+M9*1&Jeo|&2R?_bHL+v0xiqMV)4%(B4V{yDB+oDoCRs8Tlw|+ZJv%_}d&Ii~^fMC*%k(LN z2q^r@A`i20eK908M6y!yU!V48`+L~r3fLSDgH-gp8IKx~@iF=)=W;v9eXY%Ne0(cz zeDB<+@V^u5+$;+G!IKWr<{z>26Z1oHct2srXp3$6UX`adt;lo|OMK-0bo#!>Uy=!O zhO2;oc-}CteiwhTemIqppJeY7oRdmvPn(w~VMA)#R%Nj%^m-S5YjC89aTnmlJrM84 zCw?~4a=K^r^$_R&DZ-{6(nDA|jx~Cat-jGF;N^XMxfhnS!kiiOdCxqP9BudM^B!|i zvW91uNvhesNZM2oO9qbQ>>khV9mJw1*(G~`hV!;MV)h*8rmDv8w78O_<6MKLDnxP$F$i-4(EcCZ+pyG@A)7eKQDKiN&rPF`O@g7X6ZqRQki?cCqA zNFJ*dyrw73-)6Pz^ti<9tP0=6pUE$vu{Z8 zgj|g+foNG)%C+%I=N5zX8KQD!p7g4*-YLxSm1sQ%V{ayFCo*Mkbk^BD0>6q_elQfT z#JG6eQb*@OY@ko`t!J7~4y508q}uB2QexG3pEVFYs_?5h;=^S|`IF|ydB2(dH$$)r ziC5v+yQG+gqh)z_SDaW3sUI;oPs+B@;B{QPla1cM$R~}PC&afwd7$r94SC{tt@CX^ zH4yU@?;0bXV%|Ox%BivX6<<7F6gZzY&-+{3D9KGw2P!KtWH&$Co3$3Q;g8zg4%h5J zyp)g5apq1VSE6C6Or-wdWK8>l*Iq{Q)UbM(M3>TGNa5SSBLzRpp1)E0Tg`S&AW=`0 zdY!IYG3qIH=>+>*@NET&o???!WxtHnHOco6W}VIAMd-8}_j>Tk9=P!m=6&yIRuW95 zSt=bR1HlGY8;j_aJ2}k?R|9u>y@Uk+qrnl*80;Fqr#7j0S`PnT^ZrkkYXyrPY%*Ev zCD5ws{b~9>gC)j~Jef<2 zvP)~4RnR*5Q<57YF(o@Qj_1v}N__%LCh2*XSa${{R%eymGgx6x8b^}1N%=0eC(p_p zj7Tn(tQ?7lB^Uf?%$mSYr@?a?ZYI-2u6&{P%FP<8QpQ1jIHPDOt)6GtL88w;3OX@WRm|{n2{= zhqU);@uoJpgOx03tHsq1pr4%mL$GzJQF8q`8&6KglDmzPiVoQ=)JwZ6uC=aVn^d03 zefHFT{MEaKBuqW{kF^`Gr!I8Ke%7HpVU1%?isCg{xGZU>VCsLc{S=Oek-Inf#)$M& zwK`HfY)H~IezUhOIYaueWO4qtUQCz(`P^?=2FH8@xt$z)v2Js7STh{@SwGd;sTmYE zhfMiqpY_53^QND$6-d8hcy$S@e%uOCB^mdTWz%DLO!g( z+r#kgZ+`kI%Y4s@+guZ5XJ$zw{X(WY#GK=4J=oti;(I;%b->*n?9Hiux&H5 zUUsOR=>1IuRbaIOdEU{==cHekD4lWb*& zJgr=Yb4_5?79vlv6}I3NLvf zu7Fn7a~2f^wvjKn>W8vRa=^YpuIxnlgkPUZn^)lSBjj4La8sYgg4uOf90yy&rXJ1v zk*p1CCdRY5zen=x90e>fVKMJ{#ztF(Wle-#aPy^ zLV`2NywF)aX;gy5$w{61fW6>#3H*{fG5g)}#C9vYSHO(k?7BBSzczDC;1$n^T0`)* zoBv&4xKhlhNz1F?*A(Bnioow^7df-~;VvlD#s1^;Ue!5^`Nko9B`bTf&f`@wr!v?{ zBx()g)3v=#>tn>TA4#@9IcBo|=REyG78}9CQt9h&@~0BpW^?^fqV&hSe>SevcH}`V zOFJ`Fkdpm2J9W0<@LD6?;k=*q(wPirn}4riz58*c2ubq9F*U_%K=Cl>y@gqSnuAi) zJ^9D))arSh_?^bd^Kclhc67$e?68%rb-A>Q1b`AO9xn z?<+Ema>hRJosBow@}F1O;$ZUJPP(O7TAR;4k5ON;#3x>-p28E*_(AUnljt#HrSAP+ z_%ueeN~Y0{SY4EC^&yaTiFLF|c9X0axy#s(!RC20*7NwBy4V}Uk}vsDS^R7c_YYy7 z^`{HzyGtZFTMv2aSqE&>X6-8b+(D*UHA8 z=d&L4`2rR*@gjNIX6pYxC=_?a*8qR2ko8s?wjfP*tTipnKDUbm&B+{mj}&1aCQBJ( zo`Xxz`c0j;T;XSxSW8+xqwNFY*BGrn6~ET=iSfAA94=48yC>hB!be&e@pwOv;`$km zPT)zKz5bQl*RbhRn0bZy^IfyjB>kL@*O$@c4Rd50`rit>HqKncf0HZbL-FrJ?@y!4 zRrI{v$jJcL*sD4$zZp^;Al=dkspxSnL}#+d6m7Gzt}h#P*W(vBkY{~aZMIhYXo(AF zlfS#`m>=laP<+eoiC-}$dnYGAJ>LO$V)gyJaT$;31*Ky!_#^xq#RJ#!nk`W8E~c#Y zNpI&>H_{+zuch4tzPrh}nWe@X?Ph3S34xI~H^sO+S#1O4D)O&Zyz*Swet_-o!8Uap zQ-^5~2F&3fSCg#<>kP-DU^C6{RGxPcFFJs~-vr~V3>e~!PqeCxBOS!e?xN^Eu^a?S?5Ol6y?=Cs^}T4IJsy_z>^vjDr=h$cn- zZH=wt;8b69>W{^fobfd~u7J{$dTX!$)KGj^pIK*fJX9{i;rrPvY|1*EJjq>YHoa5( zub@1DKFxVzbvXaT?nkiH$s*$oEWQWRUw3qY&r*r+Cw3ps;)n8rHMpB>I>p4ZQF?nq z4FAwid#H6~gZD{!G(4}z>p#WmN6Q4E@jhi9DR}BUxOhhn*X-o^GKd@yirea6)_A?>XGDlZMXCHa4)+Di?Bq#&m9Mq zQF?6v#hqGbU3s!_uOjI*Ubn!w*}e9VdFFo@v5>s=ptG0pv$nh~n{>jMWPDGKxNh)C zF1{Apb%EO>@LNUy1$^ZY8pR7Pq3OkB{R`Xs;obmV+m)_0SbU4on)3SF9qr3<&(QxS zR-4C*le_H}5~eEIb^fQ0;6QCw8@~^G_tNrQb3nfBHNv*kCTrb)qHqxh(cQP%Vj%h7ih3zTCjq*5g8mUq(<#h68?ad9Yf{uge8GPh!I{d+Nvr6|Z z`kjLd?_%Vqyrrl)@DzVvaK;>?C*N0jG3+2RI0)^>LC1%J$1$t3*@=8S^f zLb7hb@Z@fr;rRQQyOg|#lQ&g2Q?c?CpC{|?E5^DCvY(kJk^`ub-mCDRQ=!*T%$^7N z|Ifa8v8Z+o83ya)RaW@T8B2Wf2s@6@b}7s+<%iknd$1@miRuzSQLI$X8PL=MMJRPP3}4lDfj>Vb&ghd+8&q<^K~Q z{=uu$`A?$A@A~WJT}^1Vz_zT!tcsgYz@#a*PIvSXcqCu!CB}M7G; zb{FPtBzba|eyz9EjIO|ED~V~b&Bg4nkO#HZZ|YM$j-CCWSQ09C!E692J|^cZ7+u3w zB}BCmto6C~S^qtav`yHytthsXeP4k6zR+7lm&I`YSwwryu_dH^2&W$}T(jH+m+Z{w z&myOa8vBwy*%oJF-HW^~`yJ0UkC(=y*4Qx=`*OEBdskmEe^!Oxog#L!M;@u&!-Z?3 zyN$97{#nu6g|w+OFvRihc?AS%SRt0G;pyPh}o1)ECyyQOktakNy2n0%tcsn3?SHUA*7O|5f zF4rzRuX8-(<$gnvf#;%&z>Gy}#Uc8KSTWqWKVWw%gOAkXa$G;kJg}KQd6rs{E=DJOZ`ZD*HS7(zY&Xia_-O4DPMfKDc<3Aboa0;BWx3bG z$X2ot&1vZS>zI0?Gzt6;rinR?|lv`8}+^0D5)Xeg~r=(`AL3$2ffPEFB#c4VEAJF zE+JuZP+v>_?anRD4%68&_aFwt>J!$jV&qe3ez<6oox5K_F3-l2dvXmevcqewRC7@59K?+3-lQt0@^Dg515l;9i<1 z8`L_sZf@jGqEiW$U4-k|7kw%XGRv0H+b708MfqhK%rR(;5|6yrW3b5GLW>D;~OZ~$!vvf>E5 zx`fmlNS*zs$#(w_Z#&7T#bG`OcAv6F6FzXXxxFo^l2L0fQG6E}CwZS8N}oY~nKmyM zJUDk`v->UCqhHkfToP4>)E2)FdghQT!Cdj2roZV%>_*Z#Eb$RdXW(EJI>o0}vfgk# zUL@k}PnO46J-LT|hH`f0K5Z_osK-`?8S-2lNS2!caLGORAI;(TBkZu zcInO+4eH=>zHzq2s4ZAorVtZ9hVX%~dP(a?u{L`KFD8HPf_!PLqcP(bKU2wd14)Ln z=KHX335`#j`5%ro#qdpVnqba+8jruHX;U%wVe-FYwoCQ(XE8L@F4of{c{2vMUbxs9 zH{)LytT_@NI$^^ql5WArU7}ZZ^R*B){xVwj?X5A!m;AG*h}4iZU%>0}n6cUKP}ckg zGjcVVI;_dfm;JCa*s8pCC-cSR1*k7lJx=zANVbGNSJJm08|gqpMY&$x7u{>qT9t*AQy+l~|=UlXNIq03fQ z{#4(eijVKI^bdMUEt41gbmU`~VnBC)i-q^sS$(Y>z^IWf;&JM5YvokBDe)liroa<;- ziYKGdX!uUT`?K}CjLuoZ^BycyIVpRZQ*B@w1X7i~FHbz39{>8A^=Cgp<2QEr5{`d* zT^#d%)#ge5ejZ=$%W9>?$$n;(X?U1?IH|>*JL&g8DbF3h#Ivk6y%oE%6Qn-wJc|)S zAvv3F|FGn5T3%)RJ=pUf+qM?P8bPXrIFkKF!&!DN?v=yn?0qcHw`$<_B1g*U?FYL5 zg|*{h+Jy9}N-_yjrNxQQ_{;e$+uRv%(z!F;pE71GxW6O1oe8644u75Z-O3|Qg3KPh z&SUed;qwO*rsGH-;$^)Nb}j(=lup5T@;(k#~+RmpoE zYrF^PWGxxu)9<}%gjK0ixz;F^$n~Bp)2xHJf;EoAj7_AfjLE4=nCI8cv9A+(n&ZZM zbkFm@$Lh#y3rTy=Ga#<#vP+(wJ!oL>f& z2l-bDy+H@z+g|K>={U0S+S@9$H1Y59f z4P$KQrO7{kJKKC9))pb{AFTJ2zMjLqz1Tas$X;@RR$EG7naL;L=I2TOhiLKV+qU@=n*lsu8qVMT;Y_ zA=%)vCS#y^Y&?Bt`(5m;tU)}TW-Z7v!_`67KU~AMV`+XGHXKdQHLScCC;HLo3v%A7 zk49Q#twypYErWilLo~y_&BnQr?pYDDUId+j**Ea&Ze;wAZ(YnTmy)Xk4J(m<9&fw{ zlPZv-i=Uev+eOZqIC7*33r2A`!2t{vV=AZ_LYj z;w>0iLS);)^39x;>)jV{>J7}ex?raxpz)rVdlI|cYA&c|jB&g$PqLCN{W9{;C)vwh zXOHen3b=0v^5W{$O4PS zjMP3~!rI@#?+Byj3N!iHs_>BHtNIY~KZ$P_irEM2Em8Ccv8T76H;nl{Yd-4lHKfYQ ze1}Ud^NM_;8B2dhuRPUC z#;YG$VIY2|9$Z^Y`4*n{k|DK;kLHbI=vtMg_v&FdoL=%-@>?9ux7+xCEB0)_f$Y!u zPm2b6Jl1bJn!HV#F+A3lV8IY*XY`YU?OD&hA@mfe2qXk1D3SOK?u z%iNm|*&%XkVXkh<>iKCd8vF{UulY=Ws11VHbpKb<^in;K&{uZZ?cpiyU27%3?TA9_ z8??9$yOMo-f*3lU#a3eWe(=k)kLmPUjd9 z7bzK#W{XF+(0Yc5G6Y61^WV;-KHD`w6Orm5vEv8wy=t7tcgxCX0} zc`Db%zlo>6k*+VsZxX5JLG5>pYi|5oNt*RUC7?YKPxGYvA97^vbany^fXg}_e?BQz zu;uUO;mRa@A3|9@G7t{`bJo{5(LfAOrohXb6D`hw~)#5GSgj+ zF?Ct>OTCulnNw+3PIO9!nL+wb?uTYRTjl64q|=HStEW4Od9ds)E+I5 zDWBkFDYB`0PQw-4DTqjDIEY7&V3$<)yZ{mp7p}yz;_Y7E zk(!NpR`jnJ_#nM^Vdu&88)B^VJ4@@-F?_-6R2;3u1CwL?QcP~3zYpnsiC3wfd#&H< zES z8A{!~tETd1F@uIBM?*r{m z;J<*E9S#m8~x!wcB(W7aQW)@wqxpZHZRb8mKz&*uw`pmYoyWd+1381ySt zo`l$Tv9*D*w(0K|wp27QlWU7ntUrN9sY5i^tBttdlO{*AMfTZd zRof}Xz6TSRdVm5k}IJ7 zMAb|9+79Q2mG#(Uw5Yk6&fj3iJ0wiroM!&!S?&?=?*OY0NZe764R}Nae8|1>Yal)q zs>9hj`$vB_-n05WnSHm41X-VaxIT~9SMuofhI)5bGWU?;Kvw+}Bl4ZRHC=WY@gVm3 zoj=y)GaZec`(mk%o0`>GQ#%@uw$ro%b|+W+Q}|b2?}yX-CH-B1Go#j_V+uc`$cY ztBcxWSneS)Wu|tqb5SVVX7-!t+Tl~9B!gE+-ZuxfV|Yr|9xmkTsT`cu3jad?19IlM zSDu(2;LOh~y>@Pv0PB-3#SANL|wTx6>}q zk48eQIJ<2$Qb`OwUE3M1XZrZG6uesdsSKao$*!x-nK<+@nabmE))38cyb3vHn&D&D zpE2uQyx*IqKZ<52V|!PhpGKpsV)+*5dgA3}tXadck~De~I@#5@fK{`1Kb2cwCg~on zQf)SoysD8O!qZpyNAj0+#>P_4|4fV;>{y=IRDs!Co_7&{nnbRHjk}PRxvp&m?{D1#aB^Q@iP zX1&&QJ+;N<)i}}^Mu+maF^-%%oOteWM;fV7JodoR5ulA3cf~zXzKR zhVoJf=gKkbX1=BW2xI@C|KtNruG7xW|CN62v|K{w=ke z0X_9MZZ&$IJ%7Td+v3j)G|nE4BiLXB8zuv1>e(D`gxuZfP4^+}_@?iSv+0sJ^E@l8 z;x)-QG9ANG4I$FhasD_lAen?xVJg|Huh#F;yygZiCS%iO&KL}#Px$pQET3KUPqN8l z@Os*LKjB|iigbp=EqYq-v(dbKn6vIC$FC$@;po1wN+sXi-|Xgp0}|)i>M&7eoR*t; z;sBVRidQQzpa=Fp=lp7Xd^s7jcI!_JN+rXEv}#SuJU#k{t%i$F$Fh3vN}i&>tocg4 z&a?T$$)ZZ?jepJVCy6){;lCHF+)2x~;QtdQB&$F&`aMdn|5%|q)+HapJM_#7&u>KN z)J)pKHrcs-77KpCE_3nzIWi@qPwKez!^%#WaWU^}B-U<)b1|4NFxKaydy zmHQFB$kZQd|6iG?ESa;4`xScbfx)k0&WG5Sb+y@nmOZ}H;n7a3Qm!E$Hp(bh3t4|% z97fmC>Qb5))6dKBO(wxzWF4nn3A!Fg-skva?$I6x!!H8 zzh!?mm~WK(^iYK+<)Jsq|KuE*U~U^LLXP#>^CEq+GOiL45BJGkS{?-NzP{OA2a~5o z>JyE&lsw;xJ!i0CNrBvfX(w1yo$=jZLML)uII&@R@rvxv1jMt2U zbYE9jYn?ILh{+mxuX7KF(pGc-3g|t8f$w0`iF=t zKhSa~tDl2s)u8hu#Ajm8sZhve8b-@&^j8HvyQyJ*1Gc5QXYLoz_b!zjvf}Gb$L}Z8wR~+eL`RD_ zmB@5CJEvylES{Yz9{r8k!`yM9E5|;pR*hDp{iZ7BgGM>t*azU)znHqp)qJu{T_k#} z!jWP8rHXb%#IQrPIgAy@!mB(CX6U^iFL+2#lYRC&d@skvWM{k8Tr@+!*(JBs$QL{N z9`f}TiIzYr`DMmH?LL-BR^xj`+kLTnxBjm(*UmB<=03)5JV<`@8AfOd<1<-1yD(bn zp*Y^wB;`;Dm#5i_aJ`+}Uqd-pQCYp3J6<)}I<@PQpY|7$+)J)w&1RqT)X$uosy>@} z+E92FGtzY=+Dn9}q2=YQb|yTJqH9fdevCbGo%Xenj-WyItxpyKQbY4Sy_It$6*_n6 zshVhzd{guE8yu6H^GWPTZtmt7R6(SwE+%XuOFi;mQPB4pUNYBgIsh}y$JAb z!Y=iw=a{E%^!*e~B5uh84e z&JB;Br1!UC+M{||so&B#n~_Evw;K$$;ABxf^n%$WR-8z-IU?>iev_v;8H%>?qpgK2 zlwY8b%+IL;dlik79cdkZY(nQr`mM><^~JRcSlQ5Mhta452EERfXYr-evF`(O+8&rZ zMbovc{xgq(6inU4co-@An>JP1F@uSDQu8;T2 zv8lCo)w~};vef5!krX{4aS9Zsxbu*#o&yTwBy+$3KHn3DTg?uq`(D$7-ert4z^GXl z+RU-{>3b5dIf2!GbY=P%w6~KtSd=Cp5Ua1aJvAyUuv_bSo)65pJ%8s|kw zq^j@!UR_W2T#d9X@UtvyxAlHAR<;xAb6vkgt7pwEJ@o#Y|3|_1Y1rM3y%!i^5B={F z^^!Ac4HS~adK!seA<1p7;P%D5+`IdXFSaE088CTF{CW-VuVTSB3UfkLmaR&Luf&_z z=(ALteehrymS#m+_R4pL*cJTi3FCdE{lCU}5#O>RtP0jV?(F1`|3M#zuz%`p{Q&I| zSiFJNC;ELG;yuK~Sz^FZSiTQ$$u->75b4GXs`?~rh+oHwXT-nT^!XyhkM`MR&N>X! z8=HToVOZ7%Ud_MH;1wsbUowH+C?e!Z)pM9R1rKs(@d9{vBGC%Rlb?4B&!~rKbM^f; zgs#KUR4&e1?4j6oGi@&75Bu}YFP+<+7K6!>l~)5?y|rWcT;p!a1lLrPdS1^P zA(n5Qi(q#x+pWW_7<}4WYw$-t}FK6g`F)$vA#Tfw%%_NXFlgmlc8~xvr@?; z&j(Xi@Dcv}xLNBhujaUB8VSvfBILnhX;&QV=qKM#wjC4Hxo zJ*&GKLumj#Td?*>p3t)}M-L-iajn1MAD7^0Y97p?VHmPouZ>wV^{%t)V>ey)(dRV~ z`-jJtz|})x@U%IyqH~9`ek_@cWn=JVFK6`A+i5V#j;W5M&(61AFt5*FwzJtDmP+-( z;n4pMJ9c92EL<(_vtf|x#Sf~}FZa5V+ww|sG^gKsecs4#lj(Ibo4rEot06qC5R*3Z z|E%4=l8hI!V^*H+OZxLz@=;e@uafV75ITW3P1M)t&OJa3$O`P_Q0a_mSzYjpc=bE1 zzcO|mXneq8<;i;iE8XSHfl$0zM19cASP#ZevfY(@|6cMefyuuZlqY*<(&tWkl&19_ z@iy!6FJZqgcw-}o6vd^~oWD_ANj1IyiKuP(PVTBc&UYVxMKyS3)=0jQDKu!OZ6Zll za#UuON!pHp^}YIEM3-a+&+e^#=(s<0!mw06{mRI{@Q%607)+P;?9^WSV_5lc{8$c! zWu)4Sf6GLbrPz6*v+l?8lg-x;7~wmX$u)hhYEsR4NZAQM1 zMf>x;4tl&)%REa+7T2@&QALz1%2Rh4D|@ptpFVHY)FAGyhfUBrj#V3BNjVtgKEgFn z>q?8%#Yn!F8?o$lXkL#8SzB71H>$Il8$I+|JHG{O-fj6(weK3~Z zkA2DJUjcGkjFu|I=NS8BR_uqvhlxR{=e-zaf5PEC?;pj~C-l=2vy-8utXFqn!fB$w zC-AG|{SJJ1lP6Thogwh=>!&|_YdE(y-_CBzgCLkSCUuQek4?|TmRH4#zGTWO%`sXm z#M`ZywZm^up4OVhcG2r_xXm@j_4=<*+Obex%F6dUmM4tW9P7j*4^%k|h*)W4YaU+6!(=3mk0R*3(I8STZa z)DHVlEXnHq>A2j}S1@xatwgyX*L+5U&RwDVKINlX1AM=^q zG0A$koAsIdCXM}G43Bqc{_HQ(y9oWsjfud1jhA zxRExUjZ|86n!;O8;suwo?qhm-*b(i`ri~nt%BSawSb4T|WnpFUH@hZ3^$U7_nGI4g zZ7q5JhEP!3j?Y6$ks6{^X?U}r8_Dw$S>C6|YWgMz(Jc^PuJ2B4GKU@R#;m`{(-$*_ zlBYg=O2D@qES8gW07S>&SF#?CgXnS*sXanCdHfLOj~}Hyi2LAITw!o@aa6>b}M#vz?RcRj^s2L#-8tZUxp1b+wXwQ z^Lg?%tV}(}KlwoF1YT{_zIeZ#m9G#@dx>kS^>?}c?#7d2V0DM_%Ry=@orjUFroJB_ zbDk7Enhg&XPexheWzS@J=VpU=*-oSwG{zu(Vj0e&_7aUAJadYzqHFg(tfhrKY!0_)uc(#`fvZ`-@ih4 zF7r>jfBX6O^Z)_xImO@qh03#VY*c8O21V|M6b|uK)3a|3_Y*+v4oTJCN+3*yQP<-T#lH{?|eN z_1CA${$IEIugCrG{{DaF)&Ht_qF9Bh1#pM_>k|Kg`s)APA^%^Z-xrNeF8T6@3yZF< zbksg~je5JNN2Qw6CjPvn=%?0CEjp~_w?+5=eMrl4-+ocl@3&VDS~KXIqANf6_W8eh zeO9#L((0#_IA=}KzDve`H{i&Ritg$^{iNPc|5$XxZV&ETwd9XQHHUTmt;Y1XihjIc z%^khEzFpL2_QJ~_`F&Z@BQqN9{ng2z7ES-G*QP@%K2=n8Qn#N!Xt%bg&->SXH}1d} zi?$TsI(Sjp1x3Z`U3ACp2Rv9b@Wh>(RXgyPqQxioSigMc$3@%MOe=ZQpC1=3dF%4h z-?e+Y=$*cw?Z4#NWkqw=?7w!!-m8mNwx0RRU!B$#op{!imv%aRSyBDRn=ks}&CiNz zubcGg+qZpR^xA=kbhz?^4~yRFfBe_gFI`kG5{r#t+O%Jtya^{*} zipqVp^ne3;d{iRPN~0oMN$ojI(ulH6?dF~!+xMdwCk ztN<^uV%*V+ca=3^Cu`~Jt&R_OmiMV|dOHibqOh+0-Z{|u&RB*zt2xJ-^g+j$vhusc z^@@JZFZ0~fo7RT?t$a_l&e>$0-Nm(m9?nUQD_ooV+d8$f@v?Jboz?m(=SHgltO z;=M-8uERm}t>bKAhShFz`OLLOZRz-N*7wV_YwT>HowI;cCdzL52dtK}=j2@H2|E_n z)VEpLmnd9&=;`>8&RieT>%Ptb`fK}@SGyVWQ0F;INO-2TcB&5^1Nre}$Wz5b3+L@Q zo0?$FT%Vj{&1-kV?pN|WuT6DlTi>(OW6rTBID7q@1r|GtXr#@XkZWZ1-Jkuk`>F@b zraQW|b^qfe??IDx&P3b05|b-l_c``CZL6|MPh(y|uH|gr-_L;%J%mkvhT;I@?yt?u z^q%3YVvsYy8O{T%lQ9|Do^&oT)0y#y&T&>acNs*(+(ACiXGfTsv$ymW8YeIF>&`un zbrzePRoe?=+((}5VYr5@hZfG_QiJ$D<6Yx?@>FN4f9rFObCHhD>9VgS&nS1K^CpZq zy>NYOXP>ObiVAGg7pkcv@(UgF%w#ENF70XG9UEqmcquGfIOn=l52ukl_4t;!!Zy$O z?=RS#{cvOHJ6+_RJDjqwFPYc}>!S(ot)t=Jr1+fue|JtfnEZFM=yT4D zzk}M-`WxaJQFA;_{gHP3>uw{wNEHmSgteU0AA|HT-bESvlLzgnAp$nXjYF7?SyV#Ch3Gn_uDh&O{LJ|GGd zvFa~8>?)DtVVr4!85fhXzA=yWKDB4(kTR7BXF5wyR=s5R+X<4*oof$sw){4aKFhU) zMf#lTTr%}Fx5FS=lt+t2r{nf8V>|`5Vx;;E`l*(BmMCzvzMHrXFq1Sp_?ssK55tg+ z`1m$VcVL%2vEmf(^VH!=zCRypC$L$v{a?n<*3dplVJUrbK_e?npD=x zwVf>x98KTf$e6t)dF~>Wt+U_cOdM*6t%vD7d6v%Rt7UjuN9vyKpG9_co)6h&t zfLC3eyUj@VyUP89KB}7l;Y3vHWYK`H9^R6+hZKa*W?g z^qni#-T81SHcS4-y&-)Y`|d>AinPuijv~AphxtDlE%l$0gFVqCnVfzr*zH=9-Y#05 zt)~$@d82+OvcSWR+1*u_8N4Yw9j??zWSh%K!Y;W4F zVfibydK+^uhWNYm?5y8mbh#3a=g{{Z*GN*k{WDUWpk;DRwA5!i*ENnIN1l%!$~uog zVz#)jH|d(w`flHi;%WD3ag)zxkZTJjR>18;#Mu{pQlW5d?kI8OC$q^i^FW?K*o8Nz z+ENX==StWg?47%SFS2y@)qTW=vorq@UftXGpVDGKy^X?~WV+7Ir4x*P8;zeZQYz@= z>AO6U+=#8(V$v#1oC@`t{A(&EFNDcTHo99cgN&OzEFG@pFBab+3dCp zhGh?9MS6VaRV}|46yjWV6A$u}8ZJXv;8wU))Bj*ccG7Y*#8PLf1H`gRuOBIPcg)9_ z{4ih4ebZaDDbFek$yALEHbLzeY(9xp$q|-ny3hD76}x}sIfv-4I;<=6fZQ!vLDDPO zb&hejviza+NPdfb*s?C0!A<1rW7zuJ^Eq=A0NhZKd^c`9g|10 zLKRVZj5XjV?0zeL-cO#N#iZf%Xo2J3uvwlROD)o6g&Fi(u|E|vt}1AJB^!LChup^* zBXa)1W{n_~C#9>f*?QPLg;5)6lWN85>AD2g>!H*Pa{J)lrBGT8^KC}$@7$A-=sev}eYT_F`E)`u)hrthKvuW%+4#Ef1AkPj=Vf%J;d_jDB#Szu${{v+2z?G}? zHxNR}&(Ie#t=Z&W_RBN;KS1$3dh7y+?J#(kJXP6hwJ2W>R~z!mljt=HTOT(gBp2>^ zdT-$Wx9s_v(Qm_(n{nwDBVP>frlRSu>~j_l*22_&MtxG7@@BbYjJt*=jUkgbal4pZ z((5@mmVLL`efks&omlY0BlT64ZY9OQMmT&mujr|54ft=yGESZ;-t<9QS35zaY^7MqTlt7-W-!d^VkD(kE5!-@(35 zXx<%gQksO(pF?k71LueBhNSgA-*hyTrza+XXMMwG}D|DY|!T^MtZjp zaZ|~r9P7>2`wet^N834K&U>&r#MqNq=XCx(8u#De!6z2WSUz4+qzaz!74e;tus{w3#2K_&W_gmg|Vd)O= zPfhRl$^3&)PK4pv*mR_o-9gyeSC50(sfdhip)iux-Hn~SH)}AUwYHy5M{DK{GLW;VIIuzuSI4h{8q41~*i)f&_CtW~O5tfF6@=Ut%JzA!x1>z5t>CC|-s zgRj!Mx~MY4ab-m2VK{OEi`Npb@|5oJWO>Q^zkHW0$*20+9on~e{i`|nL&#nM;UC2C zocSDpNljt@jhI=Nyd7C0&nDam>02@IVa$F_iy!oyXIdKIOft$nz+<**e=P6&n+M#4 z<5#loVp?~FU3S;(>E|ZCay<>tB}EzEq?*T>J~^6}x0vH@63b$tM?8Qj^ z!#n|$`)QrX(wSc6_1>8c-r$p~V0;4`)FJUJc$U3R$-I6Tq?WmkS%r^3jg8q2m%V9? ztsffEvVo}d20o=e)etL|KWM$1xn(eoW?^6UOC4k`_|(sntnw2Me1x&7y0E)hWG8-c zV__Xq&AMo^SbVJ`zcAh%BG2o_FYVnEq%5wdU5uZzfkQ}fhB3y|E_bKe;nXxXPIjJO zec!;}Gsu(OuPsQP3}gLxPWGYq@<|K)xkq%!6R`7PK1Aye%%mrhF!d%=6|o9A%d_6$ zY?>_onXOB(Noic(+XxdNcurxAHKNarxV|37D@dCi>8Yl^7B-g~;Zv+i#iaeMm_EXf zJ21YazK+6$@%3U}Dr0Ttf!WhP zi9A(td@Fo2D<@0;sm7d3>r#c)_j_1868dior8I9KFo zN{%w@nJn-_jW7USFTw6ww!Z+kvcKePb4T_E%w)anh0c1SB*tCJGG*8{^(I~s&t{Wh ze@Bcd%qIJ@d2;$McEn(;%zopk1q@n?FV8|SbrqkZ;T2F%<&V3~gl|CaeB(~>cPP%E zM8@nBOttsr_&JglUm)*jk>eyt+(?4!%yUn}a96q{@4ynVuna$WfE9CnE?Fj?C&x4J zKGmo9`kngbRr%IWFfJ;rL91cQwfdSziXp6>++VrR-IGO2iXZiiovcO4{`4+ci^!82 zCH=g+*lfC)y?Tm!pKG5p*sp1yCyxeLZ=5B1)Z=00_{SAIewzq#FJ4S#q2%J}%NC!} zG?vIZyAn-Oaqde}yg}|n=9zFzw#d3{I~&G(`=kd+@7H1=dp4ud;k+nMMV>(4BShc{ zZ1ki)E8=RZKpp3Ot|{Fn79`8p-|&AzZ+Q+aJ1T1M$?Kr9hwo1?_6y|P9~U>!B{>~# zC42JRp6lqeg7$X(d=7V?!Le@nhMf&3#y zjJ5E+nRP1R`9`Cy7h(SJ{R2k)$}zdup9+sR`21y`XIF1qdZ)@}b@p0}D;r3%#K@P6 z2Qx^0KRF+E9$OA_n`ob0l~avAS6>_9(i&PlFlh|g=HqQ=<2R?t7sg-27q&om5e&Ba z?gZ@~G18019ga`Gu~~9O&1cW^{LJH#BR3-;zabDg5SEo598NnK| zVKcJ!)$e?9ceK9WWYxKBI2?b@#KNcHlIL7gN$Na4_mt}xrQnvl18?#1eV{fLYW>sZP(W&@Y3!>Bc@SV8P*qrv7_%ocf zMq^ZJ7d`9KJPmv^4W4Gxtx!$1mHK+lQ$WXPpNytgVa;PS+m{y0#hCScSwhU~#^XenT!JPlTz}m;bF0~`>(8n(RmgIqx z#oci*I~wn&IC>f1{K{yTJC|z%xv8|QFRmox;zcZU7cM;kpH+Iy9^9IA8fx4LtePt= zxqh-MEFadxd{#}apI2x+kX6p~>NH~|JHbz)`vyncPv2{upQR4)YBCIDq4vhBY3vut zlAK66m#%;TskE{qTv9)yw|+ZfX-|@zK$o8QQ=LspvP~%#Sxx81pp{Cv$-9!Q(Y^6u zNAL3lTAo!pjf~?(lT-s}ELPPfaSd&YLn^g6a%Urz&~NklKy3SlY{}5}9h)Bm;TOf0 z8=zg1wSF>}zl#IoSvC1GOZz(xn`W@pa`NrK7p{lPxAZ=UK1Z|6Z!jFqTe|t~_yQI^ z%pKeGc(~67<63GiCGSrqt*b$;7KE0Gk&lR+sZ!V)qmvEbLHbTM?s#p-V9B#$&qokF z6K6`0eVrIKRDaJyq`hyy7r%d^^ItIgPLw;JS2XhJDdx<%`0)p3ZV?w#*`*h@Brn=3 zBUjXZEV(ZdM?T|+^~AS4qn5iid4l*Ym?ro9uX=upSN^Dn)LA;&xckxQ1?^|T`34+1 zhp${~rdxx_Px9lOBTp7jc4x2IW~(_QU#PFT{Ng5BwHMzzimn%6M;Eawwd`KT@jmp- zzQqN`zk+?oLg5(LJd5K$VaynjDAybQ^2rdR&7ftn38aop4c48=N58DvwV4~i5&I?vowKew{a zWGuK7K68!IlI4CEua?m8c^oe*1|~mB;!vLGITcc=KUv>AFpwT^v3PUip2y1{_cs}Q z?t)$_W$oeH+?68~Na;y#8mB=h=c6$e#MsSHe6Q)pjG#B5itN`8q!E zf$b0T%V&ys7rOtR6=x^2A6C^IrPIZjA zQe>?NxAu;k%xb-`GWC0_;nraIOxMT95IurKKf)}t*mAMxOkR?Dl&$G@BYTa&{5E`Q z6V7BOX>topH{vWYVI9ev@VNST`U)vi$?gE34aMX<$6cA74<>191Z{*_bAH$wf8XP& zEivVMM=$bSs#CPavV;aOx)rm*DZ8pRLGICc_?UV#zM7_%Zq?E&jr zurD%)C3nK97;-tQ{*9#-%-Bu!cPx$XVe!-@y4$;l_4haVzBPBe0G-K>NS(f3TBVB9 zE~F2WF4Nn7blgh2dL-El&8`p#(kp4#2RA;1$`BSQf$y);^ukC^9xA;S+@!Z-}g;#BoB5;tt#kogqgJi9UAJp8qRIh!`^)6VHT`Z!1fsWB~xBGF+ced zreW}*{%3xDj1F)6No~}!W{K0pvtz7|9%AiX^q<`VQ><7{r0)+tIbT12lKC&PRO9no zNb;p9dl-Mq)3V3=K5=9dtG~fU8(63TCXeT>C-INwj(dV8NBjL6S#y@Kuj5;jHMI@y zqe-63u0xAD?0klv<`rV?-S~JS7M5{bvLMzK?e1ss%z}9~>Nve-heLIJ-l$qoJECQaL+o0F5nr&C|HkAXT5O-!o-KspfhGdR?gU6L1eXbOq zRixXJ^5TNTZ;7HGiDOOloapeFZ*m6of#aKKTL%K?K)E}dlNYcbE4Ia* zHpY0F5AI>S!Tj+xp3#`>JxQ_DJU0bLUclzpVX(%Wm}`J*;q{6&-wM{e8OlfUhRXD+ zqtyc<;0Chn?fugtPhDPBi#3Z0xR;oaR>x z^IPV$mNS=)U_1LPEF{=cBE?A58Q6v2QVtXsVY~ z4?E8%<3*fQl1bi{Yprf-ljl8an&#M$$_^E2nu?f@)AvwbojULv#q?yEsp-fUtdjC{ zb0?aCE5+w6NaaPSW;z4v?uE&>gsTJ@44ZeBq z{u48NG&+z5=ZW~4|9;2dQ}nYP4#|@IK3tOh?<3M*MY<-W|AsFP!;8uAD@FE4v1K^a zH;aCG!hM4yx*8|7t#ci_yAf`L_^$BG6B@Z2bS{jRi$iC#Ttj0gm*~sl&&A@~W}bEe zTV=n|OylfMpYKHSAAH-Kb~#VDhCaFb&;}3o)%G?Lk7Kdp@jf{|F30Uut-2Bd&AlHi z9(}3BSRS|5T=Fqn?ZfMrvPBbd?ny@+#?ziBV=v!tq4{<`G0Lm`$$u&2Z-VxPd|(vh zcEJ7Q)=UQaI*y;j2C2sWlzFI<9gsehN;dB2eKV%p?+sLq8M@hLOMqwpE1pBk(% zQUBe=n)>+I5`w7=lQ@@}BdIYT`;Nkpc6f9)#vjBBml!z}YqyB~>%8v6+Go+HKLn@H z^%VBs!Ppo1Yzv-D6{$Wa^UvfP$_Ga4^DKVR2C}IxcBJFaCwF@sYESdZ*qd|2)i6nJ zu#Vb1AP%h{<0iJ+2=`>IpG>BXtkN6G{rog%{}XWTQmkpo)33$VXCT{ApPyoQZ>ass zvt~Q;QDY49w>QnM<)J4+X$h;|zz2$8*HOEcEK`D|s2$$d3ev>!~4(_nFczG`XL*_@LMow*0r z0dLR8l_E@??)Tdy8bIskNdKaCO+@lL&0c5X+kUL_9!piD@dTc56ip}jdyt4Snx-`{ zna=TI{o$z8B(GnAVv*l`!~A(kDypL`U9+ zxvlhbJO*a3QJ!yZ>eGdgPaV-oJh}#Saz*u0c+Q7#%)D}(^=k!sRufCcvfJk@ko_Vr@u?m0?{en=`{}=)*=YfO z48+`iFz?Ub4;PmCbV&C4p?vsJTBJr)DN;TI`P+GTvOH!5`>K_}-7uL$ z;&aG7Q4IeMo8r?Wj5!7_sb`b@P$!V_7k+akZ`$VlnR;30nAyB7nYlK@xPw>yXz>;+ zJVM@+NM4t$r(10vLca2}OAhZIBz=>Y94>O5EI#!%-eNv<5@c(!!iQ{ip&4`sa&{A;Nc|JJvhQ;O1~>4!Hb1E>iY>&l9&|dFHQ)AaE&M(WPsVEf zrnWnf<5_<%Ajx3*jK!M0`N18K$&Sqj`2POtUV(aCB0oY8J$ z-P|2H!TdcE|B@qXjvlv)Hns7moPM8RNvj7 zS02zye}3Gb-X}vaIWCUS>lW5at*hf{G?YzKTe+%s*+uXs+hpbTHy_M?s$-0NFgY3- zH+9AzCus*!v??8ziAH72j%SM5Z}?;eU9x92SwqS~e>~=u@wb@K|0d-~j7S!>ZTdSy z?9OhgS46F!MEz4S{9{&XYV@uodKVH|A%A1k))@PaaTkj@$%eKw*^-rEs`l9v8oydi z&g>mb)|#A&b-;(Yd?okBHbd?(y0+n6#qqiuET@Zc+j&O?{Vae-GEILgie>&DX2v?h z|EmkJts|`}km4|M*5JxXHL;UZaTKy1e6 zgJ_pb8JR)vq{Sp&85xqLDtj^7lW!j_UV+}}G&-8Ezo4g_17t4v&aCpR>dtj?FcKU(HmhfA=nYs`B-teLD>g-=jgE4}TmN zR_J??V_xUQ6TRQl`%&#+tKWrD|u@$Kf9YAz=v`o<8mvjZlcw*EHRp3OzBw&PsZ#H)-r>w6t>YmJK$2OKAES=!+(`Fxz5^2?5b%FOCGmZ^_vVyANl_T z7F6(UuE3u!7T-j|*UYEM4saE&9fV(R`0NDooQj*t7jzyh7Gq8F(LbZ@?_}vIf-E9s zZ&rMy;B_dEZXNI&PX#S)guD&-Wt*I=y?bjZEB z>>YlP9~=kURD^ia_^Ft7iFoiOZ%7vR?R+{)7-@3*;*B0mjXBo?K(t%6@y}dJX)% z8Un4f+<{*t*UU7icOuCNqU#iTHy2}<(S93SHspoP;ZfP~XE^#A^6Z6QS+|zN``bj( z1>_hlrXNAxC)qpo5QGp4p7qp!GLgN*eslO!9c=ubN30PyI`E72`hGx!N+sSq z9knA{Ox0qYo~w{#o}RbBdoPwcmj_lPal-=lJCf)tZnAp?tYS6>l)vD%X53+ z!{PklTUK9>|Bqng&-(im?=CQYt|7ig_M7#6ml@>*zOWgqlh-tvWN#5a-e;AMadIs? zSEBDf^{p%GEmuBkv(a&mtV+HLtd)DcPxFP@JnlZy^oGhD@|1-}19orWyE7a&k?2k(7iya; z#y^Ndsb`uzR^+a0$r=~LVLGya~u&t;)Az%dWN^*i2t5iOHBuO;jB zqE((J+pPb&=C^@9n+N9|tkJ;yd3)dQcW{WeSd6lt} zA>}wsc>|tb^MR~>7nnPV*>FCk&}LsWN6@}NBqm1l6g2opDwIyuQk;?iF1m25|sLn8O%m%w08cy`zB8TP&a zvznVtvkx;nFjKvLh?!v>yLK<2a0Xtig!@QiPJn)K--I0twfckpsn6U8qW$^lTO?k` zc0D0fm4@-BJVE%oW0UFVIoe&WuZ6I=1V=w)<2PAs3cDP^{w4iS74GD)SnTy(aOlOV zsg3q2D<{L_hvvsN#!PkV1XBX~JfsMSzj8tYd_A1^=8UYL3=VTWywN{XE!C zcKlZMebgtLA+iNu_Q&m-INpf=UxgXhlcE~_Z?pngjWheuKP!$GjhQ=X$>RMiJ$E8! zaeR8)3Trq{z3ZrIqV2iRuFhv4!-(cQD!X5^Bk~Ip=K5F_wyFa0diw21rtAUzh$g!g7_zI_aE(>LT9%qDjvS)L&1Ss)*r%W9o?Lsm zH+VA*Yw_qS3NdmNsYYN~6B;h?w>b-K)M^8icQ$%EuRh1}Z%B7I&1#MZs(n`@6HpnD4j6m$F>$UW@4 zCvfIw{rrXdx!<$YX!k-k*Yc}-cNkV?cDtB$9wb?!Z*~U#Mv77FxQ`L1Lg;SMr4=j_ zU+&~xiP{Ilvz#NQLnu4ke!;RqFiQp4E8cE-nm%Q2!Bq(vJtGft5{TI{3_x`Y7C^NarSad6UWbEzlDYM-h2|Z z!s};QGFjuEWwA#1o+m)6YxRzZmz8sA*oku z9AH-YNW@sd0>#a2skcze=gUQmH;nl>9e%`%kuYuGh#pXB4xdyv-v>MLgl;3fwAFqS zyRXyg5D{t=#tt!;Y{BC%v=~gH z2&rOLmlx{oNvxQR2dNjZjg*h@gzq8RkZjY%u_`Q=U2}VhC{NR{1^fI0`((mAfwji6 zKwpw9GyX8V{FcT8Mbj^RlX@|m@T#qO@hO(h{n~QkSX-^fV`4o$XZQV7nl08Y)v8KD zyMf-X)!T7KIN0BVq4oxUuIT8kG?@y!o#9`C9Q*U1H}o4hKQwzcF_U*Q!a#D}PscZX zcaBfbz>_f~_yXU4rExd1E!1-=PJ96G7s>Jk8FRk8n?Byez~mx(ip`7gw?F?%hNxt5 zzDK*$u;608{wP+xBf8ybyo%7wa|M${puNokT}A3uMm~pT^Q@tY`D}0epQ!&-int95 z*NReELkwiA)M4ACm$h0n!}K>tt2mDyodduS02Bi{D)0$Vzz9 z0wTFOlG>8LV?p)=-tMSm8E%D9YuI5vzU67~@atQ8?gh#03^~o~TST%;;86jV)3xj& z%H#^(cUU=}gu9Yy0a^OsNF$#dtCyleq${nD7OZs(Mr4m~2czx>o0i&i6&?4`D!Uq| z!>^-A@EvS_Bf=J@Uf+qYxS3bfC@vfqr* zKqMLgg|Ap(CKT#weJTFzsC^Gy%#+a%I3g93%HjQm*qD9l)x^9J#!fE&I*z}COv&?I z4@$@3PjXSu#@vl@?8;sGpLwE`eQZuU?8`S1cxk^+Mx_Me@ zm7Y_VFxQWhQSou||OA`BWtD7;}FLz!hzvh4Y9gx z4$LO*C?s2`>q%~4tiCr_>znD5z&8NF=(OhpN3omnxz&_amZAl z{}m$5PJF9^W2 zcV(RIuf?TCdW$^C4Eh{T%Qft?;nsp4wV+S~bMriOL%RKfclY6GC8%r`(LTYEetc>J zKb)=SAI00l`Rg|N-@$YDWW9a(Y^v{E1@{lI*yrDpZzVeo(%aXpGnOYUh1(L=n$Nb2_*QZh zKPJ*$s;9?k+7Jt}kMA*U8yY27eNt1h2Q;(p%+uqkzB`HEG^f-3uufH*Jki?GcrRnq zWS(@M82cVP&nU$7+$F5XKQ@u=LSuCoH_GAEC> z8lL(E{%>`BNm!(I%jH=19emdruLLG{Ww8eOID$Qoz@LRAJO&1J^mrIlv)3!t!On)q z0Jb=vZOhX?*UARa;RP1RUFc*cKf;LjkS6u62kEJ`zcs8#p40b>Mn8!6w)QGDBa+?! zY?}8m(nB=O6TVehDR^Gamx{x?KVQYvj=VIV{WdDt}Rq(I4_^_{- zP=l>r)AuQK8_R0B2K5LJxXCx)(&QzmEi}fheqRl{%lO*y*z`WjT+eowIWl*)r;|H5 zY5v5mr^s^$)Ebdw6E1&5$7k_o7PS9_(>=b;`O`^`Np9|!Nt7#DZOuWsKAC#hm(aEt z=FY|E9Q8AsE~3xXVoe9FbLVpeyl*4*a@L*WZ}LAU(`+gJ{28n=N(mZ&?Ym?(E$P)- z-*t7|L`USgtnpYDncM5HzP<$tG#VXSMe0JZF zuU2Ny+eDGRK2Oe(<>rfKbZrRzbtD~ZzFrKUGcavO_~beCQz4nB>%OAvFz8JZE4x_* zH8b8jti2HeM>?*L(My`!=Ii-3+TBN!1C95GNR;cgN05GlK90iv7dKWG-oHH*i1&r3$S-}rZnZtZFDJKx;o zxT9z}9mcC!VNdf?R>B97=o67?I|g2)?LkmosD17b-Ry|0G0ve=>@n5qq6^)J^8bg# z_>1)Rt;n?i78UtW_HizN<^ilYgcTme%|2eG_E64C%VBeJ?$7WupT&~x{}VR3jC3D) z-v%e1!quG8)*45q^~H%g4{WNnn&Hjf(IAo z^8<%rVvz-3BL8Gowb1$bXS+^CU$d$b56Q8Bd)I9U@&CYk5vCA8D%1*JyM(m2o z@6o3Qq>r(-s^j=aA)M=bsi&3-E}P-@rO(#Vei**ZfYJlxXhiQrp>i)Q2V=ua(9M19 z>=-;%tUnA}ha0OoN$dC~PX%S=)yl|Mv&$>EKLLhK$$ue^pHJF{^wORm-0PdHy00PM zM0(dW!W#Hb_id{9q^8wOv7n4TE9rT6*bc#TJ&e(mSV%5=BFx?2(KE1A&0QUU$olEeEKCV zvp+Yx9CD>#94WgR|6@|Dq<^xWR1-}$hzgfDGJ7Lx!7xuVmewwN?%^6{`q_ylgV^OOk*BHSdm8g}T&@JAMKDS| zqn~}&)>%|lo;Q+i%gno7{7>b^zhRuK{}*|eEG`Ga<~LeZ!_u#OawHsoXPZ6oyrWtB zdnl#0`1Pcl#v(6!btU9a(9`u;GY7h-TgBgtZQ0?tl3zc}$4(;8cHExF4=O`qGTe?f zJ8U3-Dlq-(|6Fn5GHm%9e@|tdtHsgrxU>j9-(pf}UNDCCsUp;xW{>GPdus=ht3OG1 z)>o=*eXgIsaN}}_{YcL`wEIC+e_PvB7t9LbIg;i&@Mqe*ga<>tOTCAlMt_!!N7Jl4 z1d8iBdwg~fb5Af|w<7Iaw&;r|WwEe~ndBUp{^Y3I`kTYwj$-TF2~5`Q?AZHBt9dxq zLu}hcR9(dbUw};R`@Tqr+!6RpkL$EghJ~8^?FEP=^Y@v!btLR=fWVFT^$yvadi@&z zIK(Gs(R2)^UWQShLg96|R)YM87Z9}m|D9o5s($J4qpCLYbZhGE-| zd~X=USK-ML5i6A%4uSVI+Wl>9@S*;zV_}}vD~6Xnu{68t^Yri^e5*FBmK!lOH%^5` z_JTi%Cj)p;o~=zbh?#}>w1JOoX1gn}b_Lyz5KmTNSxXWpyW6qsz0GHxjd!e18Wp1G zH;!7Rmy7u1gJgPK=F?`Qm!r8E&PsZFwI??Y`3hiRl%k`1Gax+*B0ra9B> zm4^-$zenOx&j~C8*XPfDmA&22Q9gDj-$=hI5Mr^JLl50K2$nsnHn$USSY!G4%Gj0 z64%9&+!siNrSssItY9L0Y7T8LZk=_$38Tk*jfeC|jdyA19FuG)?v5GfA4d15dET2hPx!@R{RzX`V(;KK6qkbR864hjFTY zBp=;3de{|W*^M@juOCnUQLK_D5O<`}B|N#JqYk0Ro_aXeir^~q?k@UT!FLYeZwJ!m zPY8YstKlq{XWCK$ud;VjF}@5NWhMPNL{gb(wO(FlvFy+}$=sFwvdIFIdc1FvJT3CP zTuCzII$H8Jo)7Kkc-}b2-Ht=sjkS+?p+$iy4O#Ln=$wzoyXm)Uq{X&kKJbO3c+~S;)N&w~j^_DE19x zh262_I~FU=c6G@06-%tbok=28ax}cJ-A35u9^LzT>!63b^p-kMKO1RGVb!rG9#qA| z7qwo47pFn)Gm_?NW57X!L;K4sdX3a&)`276(U7{k!cfa zAK}y7{j7~kJF#a;5>zoOY$ka!jHC|7u6(i?mhS+YDI!%pUX}XYdx?jYv3dYb^&n9t zSdM|x985e09_PXP4HlazD&%U)Sv=$y5~SYZ4F9X^sXp%RLiSzw%M5K_f_rs{UPsPU z$Xv_@U$b#6wox3*GuF8x-VQpc7Q46pZidWsa=eZ)+1IxL9;x@fBOd3uv+InV=aK91 z_B{9f7M7&O=f@bo3C4|Zu^v21Vc0USQ&H_#YxXlCIz|L)BT_#=wm;b*&ny2(>PgTY zNb~Pun&%73vT&;DJp!X{V!?Q?MzKU~vvE`F!wR^#v%kFx=U`v(^TXhE8jiNd-T1~u zG;GF;v*sPedY5DK5Yi><>S8n5?d1NJC*}FGk)(TvwdP~feQ1G{OfJ0amTbzRTl9CBPrjr1o?=jTQGJfRnSHW% z@gm0*=PwV?dlcWOZ8i8NmbJCQPX4=n3Y@7bhK|&(IJ|oD#)sKB=Y2<#WhI+m$wtj^ z?s0mgmdVbr{2ps|7ab18@MKw=g&BD=y|ox|pO`d=hD&_%GwRDo0o5K7N zWEQa7Ni2N>Kg*zacg+p9R73|`CsJQS+|cS+qpdNax=~??2z1Td+VjN zdE{XT6&WFQb6>HpoWP#H_@pWcR_UdwpFF3wr$|1RRevGNPo(IFExGI7mmFi+^(^{r zCu=L{?ZaP2vhRM-D}lSSF#RuB{q2}P$+-h-ujjX&;QI&${4F+Qr%rZP%rFQ3!ABp0 z@+HvD-IVMT-^SpZ zY-dy9cppjpYWLrGqj-}N=d!R+1=n)hPfWK782#vA2s8q20CaGn(#fXyRBfW9<58E(lOSX!(~Zq?UNCe-sJQ8SU}UJRieqk7&n|GKj25Q`j&$5MEXBRrV`GGQVIM+G9O0U-7xCp0?yeLxlE65!aeur zriq&yd|yP1=5V{-tIarhzDV%|?>vznw_@H9ts7wB&g9uc9NPoy-tqone!LKlmy)6WH%D5o@uV}3YGQH)Y-pv2VZQ0f z6ZX`yKX#?Y(B;^*g#~}6b5<=^iBm%y`-~ViUzGWi&g*$yb~oobOk)zvz>{!egWi+X z@nPC!XJCD!EMkF1II&eUo=clSj>*&9CB?GxkS``WJgaRzXrG3$?cltSN1emg+1GOi zUzjP zB^IXM{jX%%ou!g9YNaEO#iit`uZd-UV?@qB_keaX5-))NCs4l~x0ZPIAQ?x&_+4zi zOeF0@ma}+jBGW{kGm95(gVtiL8bNiW5t7fpjo(kPTz2}uA%3|n@IL7zq^2Bwdj~k4LNhYlqT83@->;SgUa(H%?_8^?A%^N{}Z1(K&&5ok6?|| zR?idT$v~8UC+WLA=!l13(U$rjoX#o zs`JqC;`*u3I!xcq^jeax6G?vsY?c?iJvmI0U9SO*vI}+#MD`&~MYGut#vEtF?yP?G#g#K*H@E+$sh)bEKnkezM6Kw<+; zyOQfU*0|OgS*m>JiIj`TycVa1^1r9qt{iVY$FUV){seD(P^;p4>qNs2w8}lgWK9~! zYA5o9PodKa+Vg0ctQd7j_Z+E9(eO?jT?_N+B)ge~mXNr=mY0iU6@31UKFeAm?Ln`8 zyyX|sHrJ$bR&=rcJ2>Js@iKYYu4aStt=+m9c{hxB4(dDUVIT9@{p|b}dFzuh`7ESIM&#*W>jQSYd+*k}Mjzo?fQ#Su=<{M9VKo z^a?C;o$FzU9A;gc6>==`rI=M2gI9?`HOY7=Z+nmL?8?qVeBT4-7VytD{I3qJUJz%7 z82M!VbfeoLWXm(ahtub5^8X0aAy$$%!eCF4=n__JA$peKd+)J+W1f>e{B>x2v+thL z|E-X`%h9Rm{T4>1?)e*HQ|e-#0gp$;g6j(&QJwBP!L&1Z2l0u0Nl}((CoBEh!fetM zO1*tL0{YW=Se`>IPXCT(o8LBI+Qe(+g8mgwQQ>uETcuH)!4 z0uL(k zxgOJU^`IW~XF_)!jJoK3JJvkH)9$j~n5=w>7w2JKAON-9rN@mxcjrI&K zpW=597MV<|YkBWIMxSW3$4GSv=G|(gbS7RW-}N*RZ7G?0nX_{3Xf+i2VRY_v-iRCJ@ zc+Qp9Iqpu!t!CFdv8pCKZlTR*bjVequYK|btuMpm?mX}~EJ!Wbi|`~X;@!lgl%6`f4*--t~QZ@9);r5PZ*$g+8n|9iOi7 z?k|`%w{9GOHP_K$wU!UEb*kzfEOOt-y9bJ!vuX1Zs~m0IVZ7`qxZI9iqr7j3j}2I+ zf|2@L?R||WsS;aEBrgxE*J=HtsJYbq_%MBD@V%SJb}RXFw%wgSyy2ezgKh4RP~z9{4K^zJ^9=>={7of&6hc??_h3 z-2Y3KfR1AGAX3#}-#qt!KJFxc(@B0;$Gs1E#J!oa>X> z32_)~KQqP&qQMAgZV>&hh2cDm$@S91XuJvs>RUA?=SVNw=Xuz@w0c*R+!s>4dDlR( z_c@xK!HXWF!@+#_dAx3KW>^55tp7IYyDIjTA@3CU97UJjFil3wJb7^$&6YqRHE1u< z}X%=Eh$u+6=;+19?>?Tsabtj&bxleJ1btQvTn<*jJG3RKDJq#p{cDTg_Uh z@VplMb`tw%x8XLC@DcqViuX(CcnuaMQ&2P9NIs-9#F>G3w#K}566`-G$qgjQRij)7 zO!nh^dy#&!C*)nDeNf>1Q_%WT1lfnJvK}7C502wQFNg@Y(6+5lej{^sc~ZFI_Ec7~V{soPWbm(TxF?gLU!kciaE}Xv<^_uXl3-$Pj@xRnlJq);4 zf7w4#7Ou$;-yVo@nROlOVK<}O^+ApONmUE`8xqqcXC8kJZS*q`^3MCA$m59a}P4Rht8+P zW=wn@s>!t2&hKV?tqnwLv)>A=OqR%-*!%z%7~}Xhq~Adw*J(e``#j%Wn;svr=RERW z4&U8y;9Zy>hG{Dy)XOpZ81qhYCeOrJ*uTaHj)ru5xV-|w=-LtYnvpzv9NyRBYWA&c zy|4!cy(N++ukmY8yj)+&2${@>$+YyCF_KwuB47TK?2~AIGuis-JNr%N!Tvh0zr@O) zeY4GRweYMLOMUFyA-J4pu`V=Ha-glzHo2MW6_D#oj?P%ni2fU~2WTmWzWbepFGG{))h3o9VR2$_FVek zgo8U6dlCztO|z%jqdPyi5?gABu`kpAK(XN$Hh+xQW#>@#EMJD7JJV<CAJKs3hhyp9budJymlBkkd{!re%(5%qQ`{ST?ys@5Piy&@B+U%*Po7f|H51PQE7oX2lb>EBPd-91<`1S=K*%P8uptZ&5N19=J!(lkD z?tqaE$$Okwcs+|&#kvLJ=Rs&~uvR)q^vqCKR$XxNR*k0Z&x0OuA*yMITa*BR(Ccl~1wY^I%hGcyK!Z>s#G?mbz`re81UjHPffb=vR@CbT-nZqG94@?!6})U1!IP!=|xh zzr<(Rf0;cHxhLO4KYh(1$C;t7(Q<*GPoSTAomI_{zv9~Nj+msyHvL>^&bnG}U9fvs z_-w($7fJgJ#5-v9BMe*m_Gxleq~Yl#xyNV8l6x0ldC{09eLIFD~|+hy~@v+iv)t>j!7?fzkZq2)%5< z{rBKA4TG=nH#G`6;O~0AFdEBKlkYW_{2gz;uuhx@?aW{Id$&7J*oYa~SAKv|9?^0< z9hYmrNsq-bB9#jEAnz(@H-JhJ4bO*hD)meN1ICTkaDx{&;O_L+u<7tpwkYaBb7 zyOXoL5~;2pHJnub{N)oAKa&JYL1(N8|4}npXF79}73cp4Y_Vl4NZSsbutd z%t~;&HQ53>%wWe2B<~}F?8dhDkZr8dw}>v!lOUDL9wl2l7#_vT^Bn&*aQ=pVOG#1Q zSYJXgIXkk`pe7mj5<6e>{VFl~0NidYvQH-8t46C#k}Hkalg2;sh@oUGO~yQ<_Z|uU zq-j>}Pm4xVSm#*BT!0@FG4er341skY9+RE-PaAtbF(Nygrn77E)Z7b?T$kJ(?{X!i z7dGYDrquXLHH#PYk(}^}8jVEK`g#dV|8jQF68{Hb@M5c)pLybXQobyP|AvFNW6o2U z@T)d!NF9%CrMLTNm;LsQ>Gd&I(Wp>1nH@6w*^ZdZY-j~IM zJ*^p%<@ib5Z)Cjp>60AZT}Alaw3ud1lrzo8$&qN2>}FT7O=>UIBymjEy!Y9Iz7^`pUeKQ8H;`(796QBo zG}mCKii4Hmxq-(l#-lg*ZJt^lNA`8z?c)D6`fA5MiL!U#^hh2xht+exKe-I2llOcv zvbmlP@kwv;rCL-ui2e@mp8DFE7i=T%TF2iG`PBL;Lz^S9><-6V2&IvH;}L%M1&vPT zOT}38O5FGyzxwHEfjMFdj1mv(KyI@rIv>|=qj8=ROD&9O{}socKj=tFZMDz3;32 zJ#06b-7CT*JJA1R{qI;acUa2NcUPK!%u1=LQ;ZGb*KM>-=E<63YjNC~fVHQ#=Q(X#*p!6E!Xk+ z$?)$+yEbqw0hyt+Y^&$2FiJr>RY9llsyw5aY7dS0++u9c?xe<$xr0>q>Ml`rD6WqqRr{nE{U8 zn=N|bPp%^jhTb=DOl^d>#py46l9kAnY*?D)hl#f@h_!X`J$q5E!uMT_lr{Q&UX3Ti zUB=wbLQ80tC$KJMxu#~mXK|(+ZSE1%dl_do%sb%uL&kUv+rGn|RU*y?{gk1_8O98j zJL%&kf7|KfWW7I0vfTO0a}QlH_PqjYN3w7w7RVE1tM!$gj_o12ALh*@)e^_l($mv? z^-65t1z$FjcW)Xz?^Sy!oWx$qjP?NE>`KymS>!Tjy{Yk;XTkPo`87rx35QzZ>K5<6 z5C!))LMoHJPl99y%6*tk{CON%QqyO;F&c`6vv~ggj@aOJ>Qa?9Prc7(9dR_7|1N{{ zLl}D}{ag4hXwTQjj=U_H{no>8ut>1l>^sz~m@~yXTJ$ILUV2_$m@^mp{^&w{eT%-y z-_;3bV@35XVqs5FE49T&@Y$05<73)h;>g}2@7LJyyB2r&G|$2xNXk=bkvj&{*s23b zQ#U(L^PI*O!}(zL|K$w20-t-AM#&`kmcO%%aVdtS8u`wwvQ+FE1D*Bk@HIYUFUBE! zW1e|8H6OQ;ZdzeAl&j&TX>tjf`n4JxSOS<7V)ft}wivJ(u#BiDL7?nAH=fTETcEJ1oYleo#(SYyjbRFr>XB zZy{GV>_1Rn)8MdLzjfI3ZX-Ww#15=`DZQ_w!6Gqe5FCoZq%FIhCK_A?sRr8JZ?x>K z%l)dpY3KB>Y^*@KvCZ&$#k7*EXI@qXsX z!)V=rROAvT z(Y%M)oeVC?@!1EDYnw^4Uny5vx?4%)8IhGVJW_uzi3iCQxDslgiW3*mDm$$v>3J4w zA5HiB@nkQom}i9KGJBpC5)1AoRVBS1;=6k>I(NF>7Arc^u@ajtHGAH}`+miYVX&KF zthf17Y7jQjYi9qe3wBI>zw_`bmC8RQ;Zm{gWxUw~)>*YBn`EAu-^7}4n$=peXg}Ee z3dO-VR~P?Yq|p(qGJ!8N(etIOKU)NAM4B7ewE}OvU-UW;Qqy7h9bO&dDnlxG%;YPZ zuxDAIHy+Ax&%O6~mPqv>Spq$%~n4GRNs@t-eyrZ4dH%g%|sZ`v+rT zX?Dp@%&~O)+NU2FxvtqUxfe$0HTN=_V$)Apn_Pa!k@QNvy~<{JKJR;@JcR)p_}5b` zUW^P^LA<@+Khtv^MocK^mux}Fw7eh8Ylzq1&@E^4w?m+scIDwZ*(jsUW;f|I8R2$e z`PBbQ_!SrT=EGmE$*gPIM~!uVu5{9s98UawdPiKDv{RhTeE7}lNLnOj4!K&?8uq4}eW8cOQT)=wujr?0-^_8=T zdmvwml^gTKhe>`B1ZLvc17y30ou44fWBk5^STUd1A8E{PJg}D)b9Mdi1Cvx4J|D-Y z=)a@!D~Nk_jPWKO5A;(@+gIuFGLB@&&OPE+3%#8t0_{(-gK%P%z8+ z-=v>?{od&KoKZ*MMB(}21CVc)xJj*_|`XXZ;xD_{Ye|l|Y{ZU5T#%MYolCQ77&Vo?`QBN{`u`sk<rGxObv! zc^rM#eNr;et%OG2HC}+_JzSk_rZVQJ?JlGa`{v1T6@PCN-+uLJo(-0xQN9Ol5a&NO z&gnEr<>4#gx|qCA(rYm(H?e&KQ6xEfrsGMfsUAeLM}0OEyRJ4zsx5Sbdr2+sAou0G zx*AqK$={2KF|*D02pg@&y5s$O2lTTaptoMNv{}XLp5O%^z^fhPv*-S4S8lRO6*fyr z7F{onEN00+$dUL|oaV_eo-97u!&=ClT27u$giR{WH^k@c>TN>0S+F>guJ4+2Eg#y* z+dsh0n;Zd&w-iHaw?OLf?G~=e#uLoF-Nk#C)Z{R5urY2HiSsd9W>MTc(!;32V$vv z*eO|dvWLI17T-YOWY}D5?yq^z!DiVfIwVitL!mjb32-5&)PfWNG_mM zcHLxEeS?>5#G<_{`ZK@Ej+C0#)kUr(JH%*KIGtY&@^kLDd(iU(@^mNLaB(+PK2v*f z8i|JSik4(}9VRoO{((6Mk$bt-In`)u!Y4T+X7Tc{C{M@V;E8KUKUd631W$gib>zO8 zG|6CD10whP`!Y2CGD=Q=jN`4PvF|QOeu6j2N|-9g_t0z`CVy(Qcx`f}Ru`4_@u86r zX$HyK{Nx}S_kqRDFsx6idU{mmg*nYz-HP-Wuge+ON7yM9Xmj?V7vCR9+R=1;k;KV7 zQ&Lnph2{R{IfdXlMdaPz9nS+s8f?7OUU?YuC%f8+onOI*^YQjk(R46*_CR1Fncvl? zthUdQc&WI#4-%)*F*%PL`F$C`sgB{tlfR!oJ79hkzJCdyWC31BvpS;EG0;hUkUKH( z062_gfg`N8#qqhX*if8|oy?e=cgcaBT9!MYxU7Kr53}GoMySrmA2a@muJz=r4PX`j zxQ69&M&$|~qd2xlD?@8y~WJ?!KNL%e@WBF$v6hj z>R`s5?DeYtt@KFbILqkS#d@fow`-C2yLtQlgZr~Yuy^@)vi?26QbQsC3Fd6agq`%9 zh4oLfNiswhCGB@&-Hl>tDp&tb|IRFTAp9TDVt{d9rvGISt`3cvFj$AvTlvyK5FTlq zOX&PG8{7`vH$?W=AyVC_xs(3~gGWIBX!n)<*eLZHZehckFj?SQY8R~5Zjl-0L*h?7 zZjZg$+i;1vd?DU#gvyzGY?YRI)A=z={NOG({*#Kx$K!Q#+Anb@e~@_wxsvl-*?&?_ zta%)IRs5TKg|+xv%-Fxe;lhF^9Q(299U?(XR=5^lzr~51j5(6czh%|6u9q~@Gb}nE z8o$zftoi!EIj1G7;c#zKb$8!U6m~hgb~PS9%J#>?d>%_B%iGt`PR^F>uKR}EWAWu_ z_bbzQ1x_>tX8QRkX4% z;w3Z5K8tVNOtQ(4IL3;UyMi*-y4)957Y}A>e;d?pg7c{&$xz+yVz->otBkQ1!83Ne0`Bd!Pv)=zesATsUt#mT zc$tb|#o^ZwTB*faQ8e1gM?R-t@|G=x!H4`a*{>erw>M+a2duG|^t(l+>LlNT0rlb7 z5z3qCc@X)!xflEmS|uRYPwPP}R|u=~COWxg8j0J@&HsYYFJg_i^yx{f|KUO2bR{!r z-ch|yzanDpiR}KlpXT}Gxq@g_7aAWMZ3Uz@^X_D^n#QR2}_`?~LHbhl;3q!jpOeXY!R}q41)<$;v*ZfYG;#`1iB^amFZzqg!a4Z&uZy zw}gHF;7NmxmHh!Z_b`+_@;>`l2p(gs*VyeS?KY7z^*ieoTpvTuiMZOE)slm#koeq3 z@2AL|ol42oIg@Tr7R0;5*taKXXF+VdYahDSA9f8%coF7p#+9ZJZUgyQ5E{(-_p;R- zqyK-kfb5toqkUt%ZfJ}=)4iWAFVX!!Bi%@f$}F1mNr#dDA}Efw>fB`XQ{j9&WO7fm zP*j{qo5u@0;S2tls^CwFe_Q$EQ?Nb`R>=)82g6^-+M`67S?0RXsF%^9HN+d~mv=MS z|G1AwU5sTp-;pY>8+>*!eQq_{R%=W0*=+Xt8Dwa~6Y|ufiL14Z-I*-6hy{Pa_4NXu zOHJALN!ka;rn3ICxI33$f298mGp257JM8$EM040IwanL(KJhkt>h?nLI`ekG!?9R+ zEMGWDteP$QUMx0k5I=M3X^#1RTfpxhgJ#|gr!wINGTkH&9uKL!iAzSsk^a77zTMh)g=cRpxWaf_c*H+A(^e$N zF36gCZxOpvscE0qMGGvM-NHw@(t*{^W%2CEm@39h(lkT=N7Z~&@Vf8uNQ$Y$D359m?Sdf9M)Gx>rMZ|McoI?SC+4? zf^V9S%RDsLp(!1h{Pxt@=_&J*(N(z-t@gnlBGtg#hwlEVLF~{ zHEJtpG{n0+lqqV0BbrgqgPSQaDS69ssEqE#7)jpskdLm>O6=U`xKESTYrv?@;b zhT0lz-HVemJn6XJNKJA1M=|AlD{@Wt?q`IyG;hOJ4XkB@tz6mDbPBzeVRi0tuYyD^ z+(|{DWxVZRKG{#p!+oA;zKn+R`9X0W@iSSz#Nt$SZL9ao#(jXqgZ$oG+^Yf2SF~+O zqNkv;OZ%t%HjG!^!M^oGqU_&Kwy@M+x|W|!w(6H<+0HaQh3udCY^PY0+PT>gpEJUn z^*%yO|H{?W9ev;b*Bk#AZ2ZX8R4&~pYQJml3Xn@psgtZ3sW7mNhMQ^i8lU-3G-%3B zN3!S3JmwyD{}fZ&<3PTR74gZ9u&D#B>{Cg-i|@q4R4hFOAKUn3zLxdz|4FmArupmc z!&cG!KZpz$PyV0P-|JO@?j=cnr#@vMow_l}=#=-)HCZB0?$%r3`m#w^_Rl_rdamwc zwd@W38~+|6Wfv%3BgRxCQ8_(-7iV)yHMK5V^V6&~%Q3k#EjJn?RV@e7>r-*!XsEu< zCsy&3@pLIm%Iv5u#mDkQq6d3jLgwTWo=(zEB71$2s4C4@Lad?j+lpFKjaz~Cr7$}? z4c|2TLNb-YlI-{_ti><*F~jP$&2Oh_^SVBRNYNkDvg0}T44dfp2kY-+`-}O=cQm+% z9?5x}9D>Pb`IR`;-Yhp@_v?K602q$uX*p#yob1!B40HATh@Yhj)F-Z-E6(MVZFa+t z!P~seZN(RQ(5oHEYw`N>Mop&hIna5RWq#LYJzG?P>QK_99@yy+??>~zCCwX%WaP_x zwbb;^e!kPhx&!@Ghd18O7Hj=GAJ_WQDW}Ksjwx?O*5Z6I_DTk{4s3mO!FS$=Y5FT4 z{*xX{F{Box3X4DeRjB(bPwU>anMMH(ObyA74z3& z`C9!`yQ3cKbYO?vm-HjuQ@nT$oSwt_4mfmN!9Bs(G#bb&?xkgS9GO9q9(dTB*Jp>& za@W`CH&3fE=FA>|n_ybZxTj!I?pgm8mHV*Fh5nxg)fr-R-b{2P@1xlBHl$J!;|%`v zn9+v7I@tscA?-WX%3If!f7m2&fjF>U51m%q4o!Tb5i~QR_aLNWDQ=9@xx$q z4B2*@X|%B_;r<&UPpV*kq21@^KLQ?gX?U9c$%b$z9~lYj2~gVK3^$1-kDBjtT700_ zg_zk7LfI+31S6gL%+D^a?NG_S(Cqox1K-tr>^8c8g#*u!`a$0Q zFSgb-d!9o)D|UVE?@BVfjRk{QI(q_|@avXjF3zux)$=JR%{1BuUVj~yH^%YO@JK%S z=I$-KL+m6YUhTK!I?Va9lS%wAo8`^JqvG{2x~4w(OtI@Y5haz~`im8#*dy?If_4`$9-rpnJA((EtBt)%ySQf_AbCrNYxy*HUNyJA*|rgd?n zFs|heKHn$yE4Z_%ZFS7Mtyz31*#qkGqt{@Qy!O4IdnAoZ&_5M}x>@rI;r9g5Z3mD2 z$lP0aL~7F>DXLU6!XWIsA7|%6?0%6vwI;e@!xWJzc{w{k{3|go8L=N{oqg=}5RJZM z#fLHEP3v50*R~<;O4kpi;YcXn4U^;(NOrF3*qe1Kduj8=vMhvO)@~qlF2>wn@pnJt z=KEZ7!S{e^G5X~@Zy(X36zk+$LvrQcfQPeLa34GEHD{`23?y|j{XGiDeLVjvvbNCs zGxjJ2*Fo-9@=iSGUG@{B!;?C68pGr3yIMsw>aKNB_r-&;vN`J?z(Z1ps~)u8Ggk$Y zUk<$?m@UAY6vcva|Ys^gWwLC2Q;iE!N}9fvi~$ z?@GWt@3yaCp$&RoPWFe5oVP9)`T07Zw%}_+v17LtJJl&W8a*dAx3JCuthkE~V_EAw z(c~^|r&z(~ic<%R9JBR!#|+i@OP<>9g!~{3$%(c0G%U_?OL6=f_#MXT9Wb{V-oIhq z-31J8Nyl}@zQsz=2;b%z^?zm`!AtYL=4<}`iPc~?w&dI76XMAP<1hC2YbYKd!Ym{G zO}y|?x~zh6Rng)bv*mf#mGDU3?`K$KGeiy$qv}EIS^oMaRFgmAeLR?FJu2(^2J`jR zq6^JZ8?+BSFJPY!S!5FHWT!?>q!z;EzWm}5d`a$?>3F*t?%B`z61Kl-j)gwya#&`}hW~5STff9BYDMxZZqa;MqmYdX9B-X6Z7rw0Af4lTp{e{}aem*XnZ~ zmNW26p>U%$VX(NL+$ed^ovMa|X!DILt9e~Vvdm}iVx$-X%@h2aom@5eTUpmu)A35Z zQ?Yro*wB;AFS5)CD_vpw6~o?~pFhT^o5i^)5Wk*8!|-4geqBS(8$^qja3kONvbSYA zzNHG}&-y*CZT8&_!1i-!dk)Vo%=*7*SB(C}#F90*+liHuv#GPOa*jKdM~*PgWv*m* zz)BWO{nMRfst19g@UNmxPGRj9os;u>4lI6!dSe_*mYvk5ZbYi&o4QjpN)6PWkgG4= zPxL)woUxbrG;fc;gxxA$SBp%8SR~Og86OIePnp?9bD$#c8|V;Aw32jRNcT2#kOsVDI{dETYdiKNb($Du4)7*8vT1czEV zp3$$I6>7I@Gw5}YXf}>Lr?~PBYtJ?2C^7LbGX8(fou66kU;eg_uDQRz8^?;7=M}5P zXuSGFuVQ@aUTe!FR-Yw8?IGuxG~MU3I~D)DN2gyX^E$CbIr`k-UbB{8p(T z4wv)WY2;}G%j7?}+n*C5UBkbVusIdCR={YN-Z=w#2Aw(><2e5NmASj|zcY-todv!& z&v4`3qi?b;on+<-*t~+|ui!*ZMgMBn({SMf{xcmfH_$ejbyA6OD=XB8@NlxUqe1f3 zy>6Xd0M)nXauzPm;6uAy`wjOSvfE}oR+uT3yRt9-H#ofSPa(Rt<)!_gkn>&p3fPsr zrgMGr4oQB3^1aruWW37>g5-VdsMS|`pUS5;nx!cHQtkFbEAvm7miJX>)2)Y}>KW%m z*v7eFN0WvtDXOWcT~MwBJmVw9P5aQ}HYo%qsdTpYH3E-4GrKvjg$!Q=a*|Xm%J$-e9ShNVuMs?O~n_ z*2%!#fX5VqZ}MpEPwIojqdy>?T2XhgaU0(8EKBq$Sks%)b{n7h%qVY~InQX5?Y=mE z9|O;1Ud(Q@xjb&IQ3vbQf+Y%L$TA+Y(!3qX{ybas#*@89+opf2H9X|+dsvW@Gs(%Z z7m7oyBVY4{Px-==M*9QLr(@3neD5earzg-&xT%s_!9*-+|1Kb8!&kicUj4M=zAH?{AUfE%J!Y;bP*PxYMz1Y zbrg+~k>w-WJ_XZD`Q16}_L-SBvU~}w?4s2Z?9$b}Krwv$66Se7oJz3C1C}%QInR-k z#TEV56oSc8kjk{l)BFP6jw4gvVV)$03l2R-_ z6;?l+Wei{FqE$uLc0lA3F(#Seel}M%EWX@Gm$6J65|1Ryhh*BH-8Qo6aI$n~Mb_Sg|Sur^Bcu{PMK*SU*p|t+V}HinVi&cLB}+B;CR0JO;DhGXHg$l(Qw< zv2iFJijZLu1m7lMc7Ajx-E6-25~e=^(>x>2>7W(HugjC~CDkD9euGReHd_Yk>^T32 zHFM4&yT_ANGWBt4ib%=9-dmhHlqFAsUhWj~%sn~!o0Fv^9~s1(6G_)Va}yliXZHhX z(;5yfV0D>T_XpflA^b`F-D<4ly;@?WpN$*0ySf7oe`&uPJCl)aHmm(Y%Afi5f!Lfq zdRs_5nKsEOSi#DYca*J3@T)7gkRx|Bmt)t-K7ZLLmGOGCNZK8Hmg?0MAIgc9OZmw$ z@K}wLNBCqN%jOUpbJ>WzJ2>|^0_q)!jVyLpsH7itO8seFos}W!9RqWbZ?+{$k5;UR@GD_Gi5-%>FJ$kK<_{h>iz~awp(T_UH}f z4cW6jz=*BLUd9}2q0!$sJ>XNzwYM>H8^p(G@u2APu(j?|h?In9OU%x<-yJl`j<-wT zbOSvq@VVrN>%tP-M2(I7Z!8PnD3bN3@BMhwja3Rkst?9oY2Ita<8#@%I3(-hQl7^* zqUSSwD9=`2!NAh&z7YeGH*b>hlh3I?t7PBmxmf;!QM*~Q%0Xu%nP2B;&qHjxb>dju zyBtHCYF~^T#bJ^>3Ma#G8Y|SLZE382%l}W9`C%jHJi&PFtNFW<%l>77vns5soH%cn{bm zoBSetepEDg4_m*7!C7XSOW(Kk%)5%+?2%jr`@tgTt*XN1QS#hOg151*3cF8Z#q7YV z!6pZ>NAlJ_C?5B-{tSZLTl8D#&ntRQgm9{#^@8#ZX1E#x6`?;}^lpxcGccx%9!);lQ&_KdEUpgyI@g-clX7pscid>e^UeNXYEVy_-7!KSt~&;ce3{z z_ZU{nlf~rsoWoPv@Y3Xr7)Out^qkHPZE>s1l*4GUG;#ha>ej@LyEVhdF z-(%tmeQFl0Bg<)!oFy~)(lyZdoTt3Nw{l)#4teX6JheN9xPLsAX1)BMYAO@(b+cI1 zfDbKX_to&rNzN`j_y7`rZoa|f>ki|du8)EDndVO>j>B>A7;R_!_j3NZk6!!fb-sQb zX?Y|syGgtr$%;AaoEn-d={*kDPcUBU1ubKT8n7R$e{$rNg52v?wO-_3QV_E~wgx6s z`}aQGh_PQlxEY&{(MXYWQ>%-%0b{ivBd<%o)3%q>?Ec;`3A@e8K(_d_s zENUD4{0G0Rh>Z^!`yWi7F19T!xIeha+{M`>t4u#pv5!BG<65#JeTLWnnC)V*YAb{q z7qB$np0^wK74v^~6ER?j zn4L@vCCuJPBx!=BsonSrUZ2Se4lqtjGUTqc0#;qmE9w|C`Hfz}@LM5}Tvz|<6E^(j zZmT|IE@a0CSoS99Wwz8sYC*Gd{5DyG=ipdsTU`j_Um$T5?@z|Z`|y7qNt2glwQ;W& zvBtvb6n?asBsniU%bW|@sd~XGbC`U3zm2WzAFs+VH8?)^RB3C!F=ezwQ1*`u-*qmn-sW+K=R`JyApUv5( z#q>z--+a6J$2!o<`cN7JUt!l(Ms4N)kD$|8)EP~mN%&pYYS0yX@5lJMqCyFJT@Rs3 zIJ1MMy?8`hktCH??qh?^T8%P#MSX^gueZ}TInVc*dmF1Izi0~<>4UjzAybHb)>!F( zHp&tas;v8(*`n((1r?RyM{mKY*0ze zsL3KnV%1p?`hZQ!K&X;`OSw1v1S&nP;#0-$-0`1DzML^AYQ%@(bqb4T=kJZA$^O5x zr2O5d3rTdQk-s77KiJ(EvW>AJ^(uBlXt4+|j3t}Xp@`YvV9A!^>!sS2(!YO!2BXd2 zpAPp~OGo47eP&t&m7KyHYPS8M){O^zjD^{O@*>ae$OArN`|1UeX*0aq`}7Fttj2^? z2Kq*9OErVhqVY@muDw0 zd1}AjsPEbS=KS3>eM*}@`;*_aYUF%QP3X?X#OzX^W0X8s84Zzq?>(5*IXU>dS&m`5 zfAu;9+8?rSvIZnq#Rx0V5v)_m*!PPr*_}NYu9LOviH*B(yR-Js@r0*Ha(CB3w1L%JsBd&{VYkoIcWb~ke?Og_uK z-w<3*?Wpc-yA}FPNHkfyZ(Pp_kwzp+e(cBiODZ(S6N=+eJ?Q57!1Ml=Bv~2rJ?+ou zq{#cY$M9!5dzWM9?7QmWdQOJrtY2Fm-<3SyVcl0|N@dKWX)*{3$3W<}0?f)|STc7k zH`muJl$`SUUh*aBlF4<9apvOk66;_q_3 zbP>1n{B(z2n=q)qk(2qo6cjdU7Km`-aF7-t^+v ztF#$NlH^riK%TmyTXI7-!olna$XSZ<@=rYjg=U8Dn!FZEO(kIZLutj6RJlvoLL=(c0nTDtvm-pOIvqCi-L-_BwKwFSx@`?$LM1w22m} ze0r&Cd1E!1Waq)}8hX7fB7DXB%VSI}pB-UsEkc5+?!D&VU^4P1Ti`G_4`I3IXtP1= zs|3gFMjQ{_gL!s5v>^+OHA^wp9%bz0itE8Q?=!>sJfexdUE!3v0Soc%U$UeM^)}x+ zbAC5_7@rakUV?IcHf=zXmXNuO1`~|Em9|yknzb}L2{%BYH3``&uWWcdvOc@I5=4%_LKJ#}vxA@9hmu~<&E_QJRS_})`y`COcv zYP9T`ok6!E{%yfp)BGJS8g+MfF;2_9W=n;W5(T65b*J4MZj+5$gAD&bwvssu;pYak z=6%O*Uh^fnQnkG_ZIa1oUpg{BE?r z)%?kVKGf`~tecFRyV&oTg;MvLBaJ#jqDJwR>{y)fZGv*|R(K_*<3m?jNiN>zKU@ z_`OI|8Y=slG5hPj5c9K>H|JpI8t-yg7WY}+2=^mfb7)kD%t36H{8q=osw2C-Lz`ql zD$4RlXt@c0yXpNtK3^hI|Db9q_vlx;biM8m}9glX9<97O`j_?vu z^9HdrJG4f^Z|uYX%K z(UuTPeam3U%z^ZYS$-XnbX~ zkHwFo?2|j^PBZ7IzP8|5>|?c|^PLpXJx zUekIS|H<2%N#yH7`f++x5|>NzlcW8c9hqkvJ2|S7zccrJ>y0%5Dr@MxoAv&H!WsG{ zyGcdp=e+U@aL;;_9Z6GIqaxI^$A7KSzA(a1BF+i?BTrx#(EGOnZF4u1%4QoO{S6De z2Itq@ALg0BQlq`hzmqkf1(bWj{8n*tJ$ctcZNBk)v-FuH{ab8EB>E46*%P!27I}la znx+1R-#zC2A0J88`?tw|AC33n_0i`zs*48#VHuWM6Q_zEExe?|$(NRX5)LeLu>~}&gXCgj>)F0OOLrH%t?^|Kc zzCOz?@Yi7ZAyktWIL}3vv3GIEWzXJj8mxDJIh4n==2uh9(%Pt}u~8$@C8xD!nEfZc zMq_VP>%lX;<{Qy!2`gNU*Efo3$*TG=$!D|GvpjGLZ6=vx5Jt84QzNYG3A-f_uZa!C z$&lUf*mc79$5$3a!N*wtJNBpv`zy$CJ8Lb&yUy0WYuqu; zqep-7yQ>&~7q+H$I6s;FY?2-btL)f( zLd)kN*G2!YVfi=@e;A5=;j)acPU8c|i6U2MIS1Y|AaD(T{hK~Ni8B}YJXN&6VbL{E zZig+&18@eLeuy`B;`d@J;Yy=tte0^5JgiD(mZNdy8gn0^XD9Oy6o-qmesY)JN2{DI zKU8$e-EHn4lZPjn9`Zf9xck}Wkh=)ZIhS{~8P|$@sfM1nzj;c05)5yJ(~)ov#)Vn& z1$bP>XRl|aIXvVeHhV|ACusZ!EPByt2dkbfb`|5tchflao@&x3-*vK2=RRZK?ze92 z@DtX4#IKX#@OaT~Bn{t!NHUHN$G4o%8%5tvwCP8W20qXJ!+f*OIklG{JI+`)LG)WT zS!Tq-S|oGJdUG`-+kpjfIaN)*@Y5?~J+8+1=2Uu>0qS9im) z8ar*ph+DN8Cvv1t&pMbVi_D+6mx>!*$(72tbK&upNWCB5$TN?W%`S*U%%+7zdH{39NboOTUK9+JbMt z%^*Khi&}7R#)A_%29qk8UTd*%SyE?T$y?TeQ7l*u+fTO2&otvWNG-*j20ra!c4yT0Tk4gxB=PTb?q}BIX1bqNBeY*& z+*Nw!*>-)HC%0_{%zjj#J1~Erh}sT{OWX-357Pv)uYuT=+O{L@4|Kj8I#-!3(YOZ| zPvVQIE;4{sU&gEx*!MV?AEs4jh~!MbIj*lG+Xz>Zo#GSrEJmJ0f$X%r%1Aepr{C}Q;*Rei36zX77&d*&;&s(uKcU@=TR3yuR-`v+K#1fCDQcM zD?8`%uH-T+b7yFe!`VKV@&}JR6C?9&GpDZxvr{SD8RWN_#;GQHFV^=C7@R5=J%mB$ z(RK#L-cq3TU2K_*6{#JSiad4AyqT%Sc=J6ZE-zSl)@WazWty_s@BFT#zdKy5g2BJQ^m&#@j`{xGA*nNUq|>|A~|hSSk0PH@p6`5nrRxE#gpW1^*140cJ>L)AO*mv>CRu%s~3z zNb8e%TT@9JloG2QQ7!| z@#Riv-T=FbaGj4;z4-3sejZbB*YkmK$Fk1L;$bni-mLA%>|DsISXs1a%_8TsLLbpH z@AJp;y2~*r72k8;QkGLNN`WBqRW<*nve{5=d?XPb8;ER(q?`(L+W?}0GA z3P+QnWU4mrutH8nwlzbZgUq7;UwV!uOEHW|t>+goVkI=bx3>QeI@#^?sFfnM7|XEk z7cfp<&|%nAlXUG!KFa3@h#YO$Bo#k?!Lr;TohH^MZ&|Y8-)W5dNxGF)N*VVk{K$8b zfzaOz)zqZF9ons-w~<`=j=33n<;+%v)Kz%qExhY#nAJ4HyGFT5t9^L%rC9U-dm673 zGg`V!y;9#)M9Z^;cGl7l>A%tJ$tUy+4+(n*YITsAM~kS#F)Swzdl{{XG4njTIgJO4 zC1pueL+=K#I24CoD3H6cxS4zckCP%97gOtQKNc#1N9Eyv51g)J?ao*(q)I;V8l*{$$6D^trm}nT+^1@L zWp-LbgX-Au1a0!f;0Oef*>^ zqzAFYWHa7mgqK9HuXy!Fk}To}?cM(@6g!gfcN@#zVy=mmh76PX_kB~&G968sLH@F)h$lKl~ds}lJyd!7SJK9 z{C>vi2&r9AD^9<+aAZI1Unm~rN#MOO8*1Eo=KYz4PsX&5Af4S!4PCFr*P3JCY9kzM zo)RKwydY;r-lO4J*4BfyN#%ocj5!oDQ(x;z?fwvf-q$jD5Z~iv&(U^^u~R)G`;b?& z$#%zP{wM?!f*(kdAVy8SY{1CVP z!S|x{{GJC)5}%f{=VZKGS>VOz;PR)~Ux;ikV^Q8fEx^AG?7E#*Du{8fiN<%}N_kwG z2>XQv--2%BLlvwg`G(Nl%#)3h`>{iLLj#g+u`bmSPdC%^AJ)zezQc@^8ZHl8kBgdb z1xdT|?PLdO&kq}le3i|g>O=Rj@Isz+60}m!>m%s2#Lnc!{Q}!dnE8K3>S4YxDsRAM z!oMvxEoQk|JTa9m*6LMWyHju|r#b#-8X457`EBrIYpoLY?yB} zsZnt!R`d`PE`UZcmiPug+R%LnS-&RPNAyb;R zuBKvgZOoZz%{f;4yXf|r=+%WyU%=>p$y<)zso2pE8mshwk38>SM(&t@pxNC%JKC&^ zNk3DMwxoL2Z^7zIaVvFO#=1ucYQGs_ALN!n?M<@{VT+|=XLiZg6OC>&-aLH%+gLem zw!(eXwJ=UC(hcmJ+NX7RV{(p{{nQNT$j`G5!_BL_an?$ihlR_>Hn*@{e>OvX*tDbf04J2s}tE^J^xR2 z>t4o71>@r&o~qvq{Pc-g>XGO>t&g(S&4X=Q*p0!Y-q>@Yc=U)qzp?sbxR`xcyLfW; zv`=&WF(}l8Xa&C&qv<#N;&E$J-ow1jX;nJQI(SIcpC&X7cdt zCQY5*-mJZbU;GM#2l?IqjJ;Kao-697j#x5o)FERcUaE17#etm394QVR=G#)vk(T7` zJB`&7)4qjKOYx;DPtH!0<$P}vyJnATLu*;`P@bgiW5&4LnB{1Gw0@=NlJ(^ZvrO?> z_Jbe7mjA*vm8)(tM=`i>76m7`mKs@`tyEK3sveY5alANIZjqazz zX;!!iESQQF^=LCkoV?4=OT@PlG`&yDRBkCu&PQ1EbC$V-O=}pZDogxN#G21yfBJt0 z`()qWT=RDlO-{D*4KeEl`1LX!A2E6@Xk7@O(=aVLlOH7KT_Qs_*wn?sie{`uo`7>`mp2b)D|7CLCX`Cm_ z__DSutt3UPtN)*!zcV=-8YlbE-hk7~B>oxuK7w5;E2q}$QXV*t*DT??RjmwPVrnwB z{YcA)>3XagJBdkCU2Vv6dGDX>%gK136?rlJk~yb24yQK2xfpT;{eBP;w!kMDTT)?o zv@u3QC3m$4v+W}y-yvrCoy>j2o6bDqKXGKVpC+?H-a6#Y;T-r}&qk^9a5#P?o6kMg zgVY)5C?2HR&=^{DW63dm|6Y=P!X~rDg^kc@pk=-{T6@uuMMlAuwJj+T~p$X!l* z{?LIPQf=ZUR|<;+c{7nre4|~-n~_3rT20?pkUgCzrFPW0P~3_Od1t>$>%_G(EcLv* zy%qR$8gD!T5ALDkB{71*yTfht9>rsB_sNC$l)9=nvT8e#CiT{n z_3K(J+`&o@V(hoZna5x17u+ozLi3q??lAI=!~6zj>I(ln*Sb!-rg}|=!pn4N2bng| zO0CA?tXPDH=MC;O^WUo9sk|vQ0-Lh_YqUr$rS>eCvw0QpwKH_*!{cvp>uT1REWZBe zK0K%RcUV~#Vqbgn&Njyu?HZD`2Pr<_A-_QKJ)HOh>&oLw_BZBR!>h(Vk1WaEy1zD8 znj`tgU(jwlEng&EFZid{W>qY>${pBB)_a@Goy35;uuetfbG5sgzvo=u2wFZSt}YQj zX5sH0w5e*`7I54jqn>8jGQ8prNd7>t)R9XaisAYs$HD#dn<5frcXoAu4>w~YpI@PM z>X&{%v#a$lMxGN{W+m+g(E4V!c!}*|O~SGKdkWpAKsL4Bin8l*{_g;f8l(t~DG@UnL5AS_Pb3 zr?vGh#6yzdvIZ|~MVcEi=p&z&C|K9u#OLxb=zt3!;L}&)K~7FD#)K1Sy&KQA`|S*V z+|vIudEi*~?G4%cc<~x`TF=i*@u5A|gBwYZQ->Y+%gJ>3OB6Z`I`81}D6OZPB_~DB zrDt>6#S8mm<-266Y=%o|S5#EkZvL5U)|aLY-Mcj4JHHxzD-?2eyQC3Qr|u2CUngmI zGPkBnLt~fZQCqE_c`CXEgOV5h5K<)@arTC1cYZx6?4$WlM%#*$D=;B%B(Gw#WXa1t z`=?~cd#dhm`@pCp@aP#VORdY={55p}FX1)s8UIL3Y0s*qFr+-JF11oN!LroKc%DYd zEs>mC*;Uz_CL^$+2%mYKoMn8Ld$5;W$)2*@&*v>>MV3rf%0av(86Mw(*U#`70Kxj= zSt{f_;nVi)w2ANTfch$<&e#8+f_v6IbR6Yca=>gO#c@0(ck{{9QxgD5tI1dcziA5NMQ z3F$lfp2D|&(ys#qv*WlMR?ii6mXP)WTD@X5s0Q(CVNjOkf5fF^)M#t0#cZ1TPfMYb zr~U`mHSZ-2x5*I`4x0o@>;j3M=T<~+>Y)5PoK-8jbI)8Y3# zn?7UaiXuQ8-v6wT@)Yk)I_>ZG>^+}|Jy)B#obmQ|Cv&&^m<2ddnIEURMm0U#=(p6J zaZWmJ#NFgm_|c4Ck}7pdj~DY-7ewhii&)Rce=_5Ltb4AAaJ&^MPg#2FvmE}Xus~O{ z=NZApM%&H)$w$?|sMW}jZ_{`Ats-34^3d%6{LnllSu33FrtfKHobK~4vAeZDo%vLC zEg!W?4l>tr*H4B)RX-n2>V|kx1rsiSX?e(IkI~0w_?(7sU`z7E>|wJ`?6?9`cCz;{ z=uG7yLs;ZvmfOaU=ip@C*iGT>g;`@Trc81NGv0V53cd-YuF5s;lv5F;H=jxUtW?lF z0OpU;xR+V8_hOzQ8EO?wRHNvf zF0A;b# z?Xsh76%Mr^c{>_rchGD-^Ugkd65qg%7g%Vd9!i=>$wDZfzcm#mQxxQwX=wC--ch6rg%0eq@JS3qE^3*?LKJ=5nO-OLWSZyOM0xDX zJFDbI&$-^>uxMe1eNd}Krsdk_{MQzDPI=S$E6lsN-+7}uCw^{oNJ@dR^2L_kMo!aD1_Or)CfJ!tU z%x*8UQ-5pPh2qPjIA4~p{7UbZ#!s!=J@GrEdXj_p_HYCZ7qRLA~KaTeMSg8d}>WHZaSnn%}=Q(wfYMFJ6I)T@x z+SOao*(L@)Zv4}sI2mW>u|+Mj55o7cL7MdDA67O$Jxh}8JGo7-6;N1-1z(9kSD7~%F3!?pESW0cLB746 zBQhuZZ8^9lOUXp5d0lqNS&XM)m$$}0!}U>&Ev#+MCmdz1N=?;Upp%UAIoCOo49SX- zihe`zA!i)dVQ(^1SBFMRShv^XAyS-0noHU6B}{mPZ|1o|PD4)>Ba(5y8J|gItBYM7 zjLko5mnwa0tp=aatT~P6nlmRD_Os@8cdv3TPd?uahq1}Y`X^ULU%Y88itL8L6Le3e zjZ`fD5(59wcCO#M`u|WGWvzRcj;WgXC8^uv-HW99oZJuk?IXO%6Ua)|f$Rz^My6^w zp6pYXiaE7$`UbOfhi^0UUI)wJFzCm=kK@R5*mFMX-VcrE*(@g?8)}_=>_3qsC%95I zCso=f(Yq;|6*tCTbexDeIS*CUC{x%!=QGL~WdIhZV(ENq+bU=*ApK%1!jJHs>d$g-ZCjaZuGXEzmQ=br7`JaC z;Xzt2CPU8A)id&Cuqw(|7P0EbT91K88R%}{>F4v&oF2)#v__0U!M}EilDDzxsXX|4c>c}*z999vv<%0S zVfG2vm$Falc;^1$IC`8Y8hnWRTf~H(_?L6keIbyy_$Se*KHMInVKWis3$uP>%v6R> zRPU?*YO~j*XU^09#tY_VS?VrxZ>LEKacVoXro-uI zHkynxSK#78_PkCc%^k<>cz&9{If-0IjO+uU6U~|v-dC_lG6B!#@u_lF)T(rW6?-v8 zEfTkKX1p_dUSsxiA$baGoXHA(c|`?dRdOej(~x!PbQKPl7r#=cbsokaZua(8l$@bz z!gtRy;|pX#H|eCu5Q52R;fBjptTjaatFJT1(30FSH8H;-fC>_I9* z+Qy{aOQr!ny9-zM$Hdp6pMA#N=$(^})ggSDvCgB{L|2nTJvEFzvr;WHa&Hz(cHw-R zXh5bP`0W;~&2HqTIPvEcpTr`WLKT$MCE?Dft7}zZQ3X zAWLDRG~itu=rcj@oH|Tip^B~z<|CEKkX+@D@%ZEpFGcp@#(SMDA8?0x4ki~NNA@({ zN1A3dYRVot<+D6Bulmxr}Hfu|(L{5=0B6U>w5d_%mSO^?>_zr_6Y-FqCVUp;bV7fk5_ zwk1>3{%qXExrxCaf%2Wv1|o``G+3k)#J5dy3WL`9iW} z&$Ghhxn%C;f5PNcDA~n+$+Gpjzn!fNJ=roD3F@)QS!}hG%`WG67m})ltLGZ4DNB6d z|2)U+1()hH*aoe^7I>vGOhXdVY`{iPK%yO&)U&NPvQo=xG;Hb~Y9Q$j*RmLEbmrG{MAJM$`H;l7S_gBUs1H4k z#>OvUnrAtwb$BHi^4>Ua;a?%gX+|IG?jmc{D#%}BoWF48ZK(CNmfWs?1-yFP?`N>Y z^Uz*FF$&Sp)YM^OBdeHok`imufc~R`0UryJF0%q+TUz4f9(+oJ^jj zx5#rpF4nNFwIOY5@t`>GyWO4eWq5cB3{!*TPZHfP`qyBEjb@t$t=iZ;!c5Ql={*)m zZoX7QUJI)_Mj8*X+(}(V>KgvM?zd#_%ifkPd^UR#>ziY{e&@lbg>h<=aum6mYuQnR znQApZ#tduBR}>P<*#A7p+)ctUY}?6C54z_`6|0J5KA#+)@QRCBD!EN&`91YiH|u>q zU9ZOaO0MPUUL}z?yWOj>{svxg2sRzT@|#$vwLZxeG?dIaL!F#U&xu2alQwlMuhi;b zcLWWMQy&*{DtE9o?R)XnY^g z?WYbR++>#CRlw9ad@671)){{{n{Dz_U;XCNc^)=AhG(t#Nol;V{ox{%1v@wUFP#-bc{jZkA7Go79-tV1#{STd(~am|24FWCz=4qVU5| z{Ypeg6}p_Q{*30a!PRCt1?L-LYbvuH=?hL8|h-Q zKShU`5D%BW*RmnDK2E~U*3b6*ba=s^d>dWN_8;>8f5?*zAC)nq9M&zv$Le%B%2>5Y zmYP$$@Gjrx+ZbKPxGrM($X&oM9 z_i+O}TgFQkvT$}!Z51)6K((6w!}xhkNGDTvD)LRI+jJ~B!YEJS$yj$Ccd}Bl9EZI> zy33j6v#RX)1+CsD<5sJ{n~)qx@^|Slns+3#$Jtu-5&K4A=^Aq!q}3sC&%XS&RWcHn< zUn3qkwZI!L!h$`ts89N@p#3j=7wC1kd5ggQNxdqFRr$U?3G?rCEj7Bo#Qtws?F5oO zYo@c@C)~n=dcq#K4Ex zX(IU&bw71IJIk`8<1_ee^$gbA?%H(n9jRwWGM_7| zeF%#I;$TZwSJ5bEKr(&L_O(QvR77jfstZ{;`$liZ=v1G(8>)AaXBl?1Eg`#i6~x-;+erKG;Wf$}A854~ zR*UhprJ0il^k*LbmC-knKea>F(XxEOT~c;ck0(zNY<|uvbqww_X3YorQ8zjr!GFu) zex9nQKGbk?|6skjO3Rkw*A}?+!@S$HDK6Hgf=VB8WG}s*X17tIb_qyrXY7+yQrwS455cLNfT}B6t>Pu$L2wv^W{PJAii$a_(uJ(4CpMP1TtSD@B+0kp zWc{5D?MPmoavse@8P&R2)gA(qSy5Q z74x#=X`yKFxfLb5@>b(qcfFFO`FFo{G43YuEz##snxrzsJ}XF8f%n}X<(%klIy|HO zblN<`!ZY#Wd8>T~Uiv3A4l>f^w8(Shdy=Zzp2qd)*C2>m~;DBljW^IdwY9n5lx8{4*Q|@VG-Dw}1t^ zvCvSA?@7|q`lmK`XJQ+&X z%E{Wjj%nwa`CeDn;LOPooA2LNTyjg~1o-2mYmX(*;O;?2$`1Qh=6Xcz*nt)2LhK7V3^LZ6 zu3Tc~qg=ZbR-Md{_i4}J^E>3obC`4eo89vb#In=ioT?^|@`WOP&i#L7KDv|tj%T@b z`h4QvAZ(eW4 ziuW-+b&z-IH5||K+_b2OQB_=h#r^3z4C)E-c`S5`b!8A+PBK@rawa2KHJ`l=={)0| z3!7CW&6P>K_&oD(adm%4t;ERe8_O=FsaBrS1yL-!FuFqj9K5KAhb{HF7IObU@J6zg zp;t?MU&p(f8|wq?SWK3&B0(}se$6^xiAmMSb);UGW5;u%^D*L4a_C(F-Kn_wjo$72 z{;p9E(yE6D&;~L;lHxS_9c`BX`TZ_q))Rf^x>^lBB}LDZeNvyb9%rR`W?4kjQBb@Y z24A!D`{c>DgX_rNo`mnRX;u2>T<=Tl(UaUm#K~lX`IfHX`vEl0spPw~yi5!_oE1~S zGdmhOV(`)Iv)FtsNPQxU>?G+w;&%4dU2g2dA>9VI=Ck;-kS!+)-oo!sF~;3AN-Q3UTVUIxI2gO+TWAINb!7QvSpA~k592?lijl|C@j7$w5v$*K&$3*+yB<21!6#=Y z^89I`mPN#xFCbH_fdA8cn%(`EoA+zBSj#83!)!nPTHS~(G4ND~WtUwuvJ7_Z5`Ogq z#^n3xCD6-L(UEZNV4SyLJr6QntOC8Q1>0EhWSAsZ|26)c!}sRXD|=8<0kLyIbiKt4 zZOoPZAj9D_oS*f^@x%O_`WDHzQcdp(M*7u=sT$jd_P6t*2WUDJlPh9gQC4hY?m}9` zrY$jQFl4rBpL>y(X6pj46X;r&k0onkEx%pCj*Z0K}3_yLr1ayc3NtK)z2IkqC% zAhR!X$K97)+5L35D3>hhpZTtwH-a75Z4pVYf=72VpC}#=f#@o}nELHo*z{YtrwU_o zS$2d;*5maBk@-iOB{%s!xbZuw?}S|^*9!CP-?1_|JubwkO8UL*leVn?VSx>^x9vBq ze;WTM(Z0D+ANTKiQS4@@TnvfbK6{1_3}B)9;@>G^=C|4;yXK2nyVuI~Apic6JZtE) z9X<{4^IJb{ac_{_9RrN@D;o@Di%(gpHrWP=!_CB~|6ET6iR<;wzMiQV@+Ln&6+>U- z>$@P79pC4$!^`4J7xCe07JXW5TO``NM851vx=5rb1(%$?SmpB$cs~x?zh&zlqRTLR zJ%xXtPX0me$C5wvDQnwYavTo#C*2=hM!q(B*Wv@U^(sNWJa?%=mew%4mbS@q`8#V) zRdMBiVryAi-N+*c@V(#hY6D51#e!|5tF2e^lf20KsWp`oko$br z7OOsBkOR8Qt-$bQMl7f@+)ac2 zq`S{}ud?rMy3P|(7K$Dh!0i!wXQj$BjD;+gd^(rmT!GytY&1M4dLY2 zt}9-?YUDC7dJr4t&}gOTz7Qty={ym+6hBkBBzqs)ip$9vvYl^!55@nltbU#uQh9DR zgeQ_G`K`b4$%$qutNl&1KVJJM@wpk~{)OW4#$3+tvrp;@-u8>t{Q|S5l0$zSyG1lw z2mRCn_{_b`GJG9KyL>mBXP)e>N*%s~=~kJ4j2HQ4^0|255Ui|9o9LE3=eaLP&ij+F z;6Ik{%%Y7k=|l)OVTF9>KSYmD3Z4lJg5H1D|DlkmrO$L8Pz)!M!#6QACoUiJNhkhO z7;pEOJ$o;59=;6!zMA}x887(==V8z;`sexZDSYcL+&)K-F&LVf?Ul*hO~2(n9cHeB z^}A53oY^RE{M%f)+`LCYzX)F+gEhlQd5Y1uL1~`Pt{~4We^$UF*}%WyhspP{kzY*V zl^Zc*DV?T}=R{WiTYNmi>UjnW{r_{}Dp;AUe91HOl_-A>+rI&iJR3aA2&qRd-JJR-V2g>BR5bCKC<^RWB%y#zo1w$_xz zlEvoBiQ*LpB+-uVL5hzwJ!g(sQGwDbq6&DmtM7AoWVvr$eC&c3(5SNXjv3C`L3Ky%;Q9c3(PtT z&l0ajv)SJyoQs36^7Loe=1B7O^64lu_Jw+7e14n7^8WuEUN94~x3P0Ih$rgqAp2Gl z{ttGATkaYy!8mw^zcYFA7ML}1CD)E5@l02C zSv%Sry$@;UvutupJ%AIJ&^md7Hk$urwo8@Jc?EYWFR}LvcylGb4PcqU81}Y^w-Xu% ziWRAoSf4K>pIuKpzS#(g1$}7s0BaqgU23X~Fx&aObcgtH0?*88#anptulU`;9YuB& zmxF%t&bBiDdfw51tyRL9`3wt};Mq4Ub2LVL={Z}3>h7kY>?{~5J1 z$uDQUzhSXQ+zl5uvE-qwbOSqNKgSa6`;E6`?@!J!WdG5bw4KdA*83#i=LfUha2S>l zds2Nbr{r&g@$vL+BsQJRM%}bKon#xZw-7IT8~T0pH~_C#u;dHS$_~=(rY`<}EZqs% zSJU@4@CX&kT#0Bf#E+yTLQ#t1W0?>T#~<;ssqFasj_4D*rSpWxgOeTF07_%6aDj~C_Y zJKG3X6Y+}b^$6UrK%UHi!~Cu-vbBI?4c8xJv^?3pkk1_FXx`wR#m^eh_kVafTLh`1 zRVQA!7%DvqpQLB9*+_zcV+?zz%y>gq#ko`@m1Dt2?!RQXxh96lC)5!cal4Qxal$_bU zS^qvdr>1px{_>R(Q<3NrEKJSQBK+xp=G)xiwZ_%tDBOX~H}i^{F(S_zza@WP9K04f z$+msJzVo*II#Il&tIvf^Q5t4F`h&Po6|35^-_tZ-rp-Y1%R2srBF%%OnBiz?)|gKI z%4UnKhiZU5N7AqpY`&%YpW5W})qQ-Y1SXC$+AaPYiw(13lILTocloscQcb81oj0>n zp2)t58&?(L?#HCf4zy3{@wPsX7FSB*Of7S9YjSs^aq6>{fypJ1Dh9_=X37otnYt-Q zW5BKAPii*aNQ!|xmK#Ey=*FuU#N6>VbhG!Q7+#&t z9_Qdi_BhYQ%D1pFPr@&Se@~JwD~!9DhmF?uV{vtnnAn9($-a?Y3JqO-6Hm>`rR8jW zCKh(brhHDF#MT|m8GFOGm?KXb=UAv6%VztCBjYfjCawEG?@;~a6IA>t85y1u%bw*o zMc5-du(AhgOd%Te!-yLoaxH5;%Ip7tW>#CgjW1stZxoDsh?w6wAGY*m%bF1Sz?lj- zk(!jPjQxVEc0;}sZ^->|Z|&b^w*yI5OvK#a=v-df5Nnc`bv!Fy!kX*x=}8*T5ck*l z?uJ7%ad3Jea{oz}=8()Tjz6H>P3+sBA2%fPWYHpT5-0iZBK=j?`}ufY3*rs=-HlL~ zW0oI5yX;VZ%^Y|+4JyE*dSOnvnuQwkg3(wrNDo!8A$J_B$a6P|-lxYFb5;#A+>`Fm zrbG1{cyDK$qXp`&< z=ZXNM;k^U$3&~%LXN)zKOJB zD`zcQswZ7a=Vx*K4l%wP9joi%Tox+s)5LTZd!Fps-`b8g<6(EOudH*~YUDdv>3`zq zI`J?&)n9jRU$JZedAhRc@$_87i}#RW2Kn>Uxfd=^bgnqdwujDAk!Nm!$u(i}9Yh9_ zBs*&>>0=x|ZG-H&SW$Mrmlw&-8bT7?)bs z_d@#ra(-^$bB!H+0fP=C{U)*CP0{`o9+Pb8EJLC8XJS6pm>uEU=&$6rOTD%#B4rg!S2lmP8+RI|bbx^{*7XwJQsba(8y4xiI(8iPhJz{<#JAr8fG> z`u^Ui|LMIEzevn$2k~*NnETxptbPpEzetK&qEBzVxo{gP&(ZcDyLOi$ylMI(5A-g54qPcB;Ag9x>rkQR7a0N-n6}2h4-alcMw`V#@1K z9K$}{j6XpXXu=-P^VPilPG!R3qDpq+4K?59T|jX*9Sqw_tkG2OhvREgv*!Q!{#06> ziIqF`bOc}e5q5)E^(CYI%@Vg4X7Bs)Yc=m0ft#rYw2TCY!)g(p?9$h4;~~BIb&WIk>3_!kHYY0VOEs{$re3>wU2lGv%Inq z4YE36ITn`E-)L-}>38azZ{z+g48 zD2>%_n5cTKF;ambm6@)_&{X2e{pWowkcaj4Q`;@0J6>C zJ@<;AXX4C@?3dLkvuJx8t~EDuT|MrA?Ga+sT{v=v{!*PTwGdL*AS;0Oz~@+!{G_+v z*>4nk&3EO$iAtn9G+0E_{3s4%LOjMSjl~f3l|QGI%7P(8o|~2FzpO7tY(1|^mUwTvZk>r zbTdO;!TTB+Il0v<@ZkoyvNx2+(&Gv7BNa{hKz|{2ErVyCCLd3pUq!JGj5gW`Srgt? zl*kjxk1;5#QIqTWZvCc;;#lZkMz?qU{vOwE#fX1d@LTriU$|4eOblD7#~0ie&Bwd@ zdFy!m zjecYKC$aZ8?CZ}Pvg)^JfqUCYSD#H%H|R@uF^>0i{wWof3XCJ;&y6`FYBlZ~VxlOW8e8;tQ;=W`qF^3HvZ89z__Ge&00 z1+M#rY-eM~$>eNA#<}phnS@Qr@`@hzaMY6I{KwbH`&;W0q`T)DO(3Sp%?-tM4YsEBqmu8uswnWb;gQ#Tk%ECaxLg zggxY$EXo{(o0r zn(l9jt*Q3+Bb_dHeu`PG7mKtq{x+VChzC#h+PLd zzr~n&;ynlA#UXvC-=m;28%6_JW+JpVkaikd?N2x|asCFhBW3-^9?35N;ugmWE<8F)RC_ zM?&^v|6eHfG=bjDEdPy`sgga6b-%%kQF!qr7Cg;+f1}BTylt4PHkh?0yJkH0C0E$J z@IF)IT}qeo?6LzZ24Ux5oY`cSPR{(Ej&*nI)AHv+`Ec*xqPBq7`=3QUXbRzuEq4^MP=3;g# z96pF0)wS%;$M(g*^Vq6^vu|NZah{bY*#9`!0AEL7>G=?ULjNxtagr!-0Y(pj;{}c< zdvBuY&7x#hYA=Op3l>a1yocd*CeQv!l*}sq?D;Oux9_57xIEO6#HS;n*$Assef378 zHDRl5aQXnId&I$Hrm1GcHGDa5b*77`{GY32OR^`P5R6m{I;&S9+SStf-x+% zg>O%HW{h*k(KgS%-_pkx3OS& z(afCLf&@2+`TrO>^-!`~XJ1~?RF7j>B3a?@hGSN%BtOFIaC_gF$3rH22v5a|T1I#s zLJe5@O8AuHnI&QV37aI3?O6~k1=YpcJ%eB6dF3pT;I#tFEAgfo1zb~mY8Bbf_LaTI zhl_pLDRMPQbLU){T-S-Bl}Xy41%uLd%&Fzh+Mnn6<^1D2GS;P!Nn{Tf9(O&mJn(~^80+={hTfH zS#=mBzQd6+5dYb^Ikf%Tb;HcA&yuOHetskUPf&gzGOb0GvOFaj4qD@UceXj56-V-j zL!4=9HqVpFVctLFDvg7w zfb}>|6OFCV66+ z_Yq%;IbVuWYw7VjuK(#CrXGC%;~SreKc~{@WcGZTeMZv$5wR+t>&_(ID0b~i{*H9N z9HU>x(wUI?3iEGOT)j5kZ%xRg${dDS#nmnL2ImHud??T(&frb}g;>=GZ!dcV3G zEsxJ9>vssO>N!#p^M8lWKk!^{lsT-E`j*+JGunR}@Nx-1N`km`-M34F#B~k zn`Ce00{rPv;MNy~NY>C?`U?H)xJ$g=ozeH?$iA<<%^t$O2g5KGw7ap&tvK9?zBOq7 z4$1Rm_Zso9943~4!as1Sh(k~Ff!(mp3YR6gm@GC=yM6)=6eq!GW7aa(W7;e&FfRyx z&ueCjp}j?elb}?IT*Lg#ozr)&oJx*V(0ddvJ8BZ_1|CVKN3nD`n|!Rdqgc2PypJ{mzwPr_ zOV^b)n{|c4c6WUvAd>ski9D_-)@0XCY5^qYU~<3zfPcrBIXbapIlgr-kNHf*+eb9G zj-07Ze={UL_19$RB@%Ukc2;NQzO$P+n@s909nbFUwa(_9dn#ieio+x5^^@^0)}pn0 zkloHCU)xDyOLlY>gX}z(%sRSWM#y@IUgS%?v8!-s4Ahf@G;7>`c31iUJd*XXUExk` z48QHfS_hCNxxPA!S6Kr!%?MBN_KI453eD7?*hJ6lr#;tw&oTV781HP#icMjf>T8Qd z$R2E#D3o3CSsBq5ZnH>o3B((d{}0wnF3%h2*cnEp_~SNGSK<@j@VsSwp_2&t1iKt9 zYOU7lQ#QO3+Rx*{2U<60xrg=g6@CtdcPARoA#L89)YelSJg(12zbDH=J*48m29a$Z z39@sr5^YP8zbTHsMWQQco;883*?kLK7Q%cE7QF$}Zgf3CyO-(re_7?TI9dlcCorQaefxzuQ@^p?0;93nqqdTQTw5GzvA zIh6_w@BXL&y3N4P3n?t2^s#P>mj5$mc3G2<1gHJk)L*T)nbR^kZD)YVTNWXwCgYcmOl#(?mdnS8pS=v}{!mX2dcAJ@C z4JnHlsRLQ}_I(4cjU`{+C)MWJ-Pm{}&wWhm%El^#rEB=?LGE9V#K0+7zTDG+MdHG- z7(I~HlJn{$oJ&^2i^*{;PbuTOqR5n$sayQ4LF+~^IMFqELzOCKS!>mS4tarrPYCHd2T(NF5N)WoPfcNoHML$SL$w0D_}viGAtc4t@A zAb$ITIG0azJz$coGhGXoTW!?6@a!8l9!%%t#rRef&CZhc5V(-eZM5DFm1kiz9mWkY z>rFOmN5URhH4>N0xw^jpcd}CQJpJa{gJ^P;_C0ZNwRXvY@|<{(m6v-&_uKhnZM?{w zw}@;TVDg`qU$ar}CA!k_B_3GG6+7s80(-rv*J-3$#fpvnmp25v^nH{o>$2U$7+rye zvs_ije0CTu%R%aD(LcEg9ugIj&$K6>sKe_^uvjW4EY#O4j(2d~4*$2+`&}4vEq&e+ zL*{C+ktKRT;%Z|xXT$6=lg!tj883Cg zdb8gUx^-of?1o#X&z`W)>ZW}$FZ9TUhEWvG7~%QcF0`A~uk`I)CWQa@m^~yuTz%S041b-)sHVPE0(T zWj12PPGdfS3%~HDmfHMG<6$&RCG;c2k0)J`iU}QII)V&a*|k62bKkQ`l-drR&3L#2 zKaSwxtFbDT%UZF*U@clYdjct^Kr5MYt~5)`B}wZ1rEbbQFiF0RH=HYhb-!vcA5;3! z`BQxi759c>PuBjNM*bBfzTdG_+#csHBzv|VqWMUcc+QAf`&EpMlOHzq;8&3EQ}QKu zNJBCBObGVIpVUWw-pJMT&|LrL7`Z2_ya44FMcAzCyw4~7{jhDCp0Xzu<7E%&cfZq0KF#b%3j7vF6?pa@wAp}G3^01uZcxN z#EibYC)EyL=V06+u4qf^ z@7dxxlD|UVn_2z}IM0H7drVvi z+I;YVF-lqp-NF^E35ujvmg^{y%pzhqGYn6CLFOlFxAKcbHyn zj#z|ED{x>R_fu2o+h6Z(=+PD;r$YEvdX^B|EAxx{M7Y#g+pM3HjCKNBZq{q|y5%WP zFWCHwA?2X=JqeTJ^%O_*RJt_`U!?6_d_Q?ZvOnno==@{MeewS~j4jLN!C)qQUv^DR z<27}kQky*4g_Zrg?a7}#I0jQgT7@;{@Qpl|NoJtt1JL6_`*xrFZxV$;+|EomOTjJzfr>Vf8hD!B;VxxLhMZKyIY`})lG}(Ul-Rt6qg1={dsLtktX|8$FTI_&YXxT zceCU~yq(UYXE~lXtj)<$8~&*WQg#gM7~pKOj5X6@ zieAnw++Q3?+n0^k8+)4Y)T2nfj>ojnawREe8}TdFI1$D(jJTaA{@=}-?`hpj zY=0HT_vxi5oKi8eFu!482t(x4s>lk2iL-)|9r)B_prcI z`b(a=Tg0)f#{Wy4NbRL$#vEiOx&tPc;=ok$Wu?G!QSxsrOIF{n3bA+&dpG3q55eVd zc6`J6c_iqAL2dc$g*cQws8`|8V{BX#<5HP8?@Y3m;ZUqRN3>0b@_24mazCK$XYAaB zcV&loGNhf$AAj)sITGd_WoFo{zqyOX<#-I+e z{<~fe;fvY({UsKBAp-Qk&r{%ipD~scq|chlS^C=7IC=8=7EM0E*GoxThuppCl9)b) zM+_%XYQXH_V_{7TEX{N8n@O|Y(H72~z$$Ic@#UOZhZR*>U^R;tp>){=Fm8g&SyuEYPw3jg(`@fbYnL#x3?O=X(v^;*M-d2-fEf7#8` zg4g7eeRk+S#m0}2!OF~1y!(V3^#^QDL2_aS+AkoqYICKJ*pbUgFnHPXh?ncHOZ?-=wc(eoa1uCyjU=n^wTazeUcy#H1gMvjL*1Bb6#7c|&&|4mJ=4 zU&7>fVfHSm7xB(t=(OA4qnsmYvJ%xJ?8W4 zBQ(tp>8xMaiOCbpN7J#aj~Lbl4_?O8QnWpf^#?#dHPC;>|1#{^)>t($G5aEWvd9(m z=-}*N9JtrqJWKB*+>InlW^%Nzg3U=<-$nj*`kcVlpS!XRd*A4a>{0&?P~GjWY}Ay$68qOEB+5@X$G z_BA(cA^XYxdI$1z%Cpvs+e#vULgW;d| z0Xmyd$-fsXAZfuSNl@z%T9$_;>+8ta|S(ILVh*` zKGbh3Hot-gzaT1<@iou+-R>=K_B+p7o3X-4(8=47m1HSeVDHg%okZ5*P?<%Bb1||5 z?*0X*?&Qr1%hLQWnOcv6e06@4S!bJbshaW}UhJYtD#-22ils2=X#SBsu%pC@E=Il^ zKKC1KH#AC$L)m@1Ol10x$L9G+cGuK4QZgNFrE#j3EQe&6xRhr5lk9X?<=MgU##~~w zePFyC=d$89pP!F#^`%gcr!>Lekz&y=khz%^+p$zJcYLGueV^~trnrn(x5xk0`rnTQ zHiBSXt5h4Z9C_v>c4jBWZDMUc}f@ z{u}CEyDy0r^SNsDONHX!X<1g^&+@^|1;N{!+&(A^(K1FTGKt5M6d&S~OEM|?R9R)-lW*~4Fg zL>Kn}N0MY3zE;Bg9%AO@V{i)Rg=uZ-{?-VV5qgNCBosDO=u;L(N zwm0%An345i7my?Q9`>+OD;h3?&41R%Bvec$Z*a-d_e}5Ol|1V!lR&`&luK~0_pDaCj^Zj(rN|{%1XBFwPhA^3% zkA%b$ShnJaFBU$t<=s>2?&J;CHa0EFi}M!wY973w7O6jY1qRfh@icQ~O}_^hX2S1T zGPz(ok@a$)r%u#o3&@N!#^rQ;g5Jl#C3nZ0==dZ5y35F^8UCSGnVD9Lz)i^d1`g%@ z+*_o&*-W^MB+Y%2{?G_V;lfCq@5}+@`*4>a?h`ZRvL4}_m2_aLoT=so+7C%L9L44NB1PX%hYbNm>?;+e@Ex5Duv zu1&SO0|ibDCXY>$?VcE&R!$*-;Ia&X3gyGzs%K>{NCRjwUr*1 z;pxd_eZ~l%u+#nes3;~T-__l;S&7+a@%KmZK6SuS?{1Czo08&heLXK??ITIpj<;n^ z*93M=O~B&DN%oe^t}kgfnjyJeR#$F;Qe%Aoicgku^$q&}2WnN^CuN;|s^>hb zhpd??hV7@gSJ~xk-pAD>xAhP(@X z)0HpL{u=-Ntk(w}X$*nXuWoNXcnC96C3cMYG@tsah>~;J;yX6|Ks2}pS2l`ubNG02 zOmrsiNL*UN4ylP!ggo7$cmSKdOS6T>8lmU5Sacc5cCuF1N2UJYcHTQ1x>LowTKs<} zR=j~NeSM`eW_xU1qg^R1%`Tp<{(FH1_tWoV&^Syac@@6Ni?~p`r_4F;ku1ARhZ^B0 zD7Mr0czPuh;(kV&hqF&%`M*$2)z}rTS>tyrQTlYB63UA~w}~C!;_`Xg94p#v=0V9W zpBhW6{Cr%i;?8yTS8LX7$KOtdaVZQ*^!XSfH?aQ$1x!XFn zVmnQr_I0HZ&k|o!w{*Qevo9q%)(7*D(KP-?L^+p#Y~+>2$UojVE%cJumtA)y^nbFR z7xTX_SoT)`#}5V=@erdQf~&3F#SCPhjgUM*^!o@$nz3zaLAK`q#r3qT5O>y#etDl= zhffUPMO(3~n07n)Zn)hBLq^cAfe79gFZvkm5H>jzJL)@{w*}ePnVtM!^3bfyXaJq# z^!k$+HBP**ppU%6T5hbol~3)*9;{bYgh__2t62C3(cw$B@4(7~;hP;Y1L?UheTQOq zTgQfq26OmqR_FXcnzE!zmA<=iU>9`GW%-*RHp)y|j(oG6oePck`NZ95fEuHoDkk@r?wq+-fR{Bb8nCiC4TBEu3KsZWQ4Fm?+&b!Dk{=ye7u^G@b` z{5{#VGmJ8j_Q~n@B8DF0lO0KBbo&`9{m^N@ZhWDDbl!dEUo@J!a+CSaUp#eq-M+A>EW`BwJ~!H~z*}f3wy|nvLSi!?bB{ zw6bF4wdUjlc;}^LOy=KQ+flrIz_D|9$(!b<-+0UozG^~XFP0pl&xv}fDRO3~Pjs#C z@8j^GIMlKuf2~ncoBTbT>nUCxhZCvV*;CBQeNh#7cQ)!s+W$@GyszHEvWxi4+oIqd zW~JX@H%Zjb+JtLZCTklX((^=2$tvZRBHE4mcu(KkjP2q=B3HD%$#~5 z=|7?IVZ8DzJQ>N_)nS-VMxQ&Ms^P1Ry&8Ux!Dx`t`?#C@TFcQ`R@{H@yE=Jx-!s#F ztkpeGStf>FV(bg_nSH2_LhyX7ZQ!1AVc{-1wZ2Xu)c|rO^WSrPJC%)3!;CTdzZz42 zbbnNZWIOeC7fW5kyZYnL^X8tXTwh<@Jm2Vh@v??~Uy5Vh^tF^lQYGkmn%>gZFQBJg*q4hqjlUkSGLiBTpmZQ-C)}GC#uV~+&_dG9p z9_H_>;CB~~OqS@qA+y|P^cz^ImMFLt|FY8P9>;oP;38-x_voj-m$AclxZZ$gm&N7m zhC2aklEuG1hID54#E0groXTXc!v9IqchWwq-!FE)rB<8yQF3}-B1+`Van|flfXPX4 z{nix~{8b*au7$%87C%B{x<|_&Majune+Ncp4cCjJ*cdDw1fToiT%0z)WBT#XnF_~! zAy|!VuAuKP@O@Zh??Q_9;@%_l8_q6Qkn2h@`a-dBq!=)lrpY06Gn|`>HrLQTD}P#O zm-Wf1GnqYqf4cfms7}K1RA?Oo={5A4Ar8$KTQ@`TDA#Od;jDE zEUQiKAc~kLrujaU#;Lh}AuIL9>NChQ#!Rwa1nIBWL8R@>4#oLcML%D{;{(L7EAcLC zII|~U00}Gb)%t~*Gqp`K3zTHBV@X=o=ucrpRv_PJ+{FbgM#HeTvw6FABMttd-K(Nq zvNp6dqcwwUOZIr0owxe#fUhIT{jQ&RPWC9z{7PI(9-pk8dW}E#gUuAu|~tW z<378)Biq=pJ)Y&+!rs`HCmYGVHW(jrKQ)twoKg6UdZ-qAL2oX`jDT>eC6#B#XK_F8 z*Ha_qbh568_3NzJOW&Poe*-ViF11VjKC@umRAfI}yX)9tKOXZ68^3C#%UNSFZ~od< zOAGg5BVktt`mc$3-Pvg<4D%Ve7dB<5&_g8r1TQ~!CRJ4apl2;URf^P!FS+YXo%nO` z{yGvQkIwt-I)+DOZ}m4K!tv~zH8Wk@8-GNz>1@;9xF3@LbyzilW>!udSGXqG6c-wO z7)`F=p^uWhs%TwKRLRPgtmK-&=Ta#x6={!jPg2Cs>|EZ&H&T5qwWcpOlOHE~tkAwG z&F1sUvtiJe^>!J%nh3SGGlO99M&bVHJTm1TwF>6`g7XV#_W}FnlU+Y3wWrPRv}hqB zt;OYWqEX`f+2pHOVA>WM9^u?zvwWVfjP+ef$Nrvu}yhbJ^^iXCK-r-C12_;RCY~&e9jY`$6=V7wO<+eHTph| z@1J7GR{H-#%4CnYl%?{1Wi4yvZfgPiZ=qjDy&TCi*0IDNqTLg&I0@d@V%iWqXh8Pt zboc-c88Lg1{t*AOqPQ(x{)Bin{++ijH;Gxv)Y?Ulf3wwgeH>$!Os2?o;zlia&Bpaw zdMoSvUwSHq?|YGTHlAk3>u_IB(Y2vAPs6=AyA6czF8bxu<)0)wktIsgJfGr{M=(1x zUcrV7;INFP5=Mm zXmX3b%BNQpo}xUD&A;Ph-UN>qK`M$Zuj_fUxw{C2&%>)uIQIejB-eW~_0@5wG61iW z$Mgkyyd*YVz>k|lE19h?AyFw~x8PaZ`O2@3m)6fz(PBS{?KXFOOoQ9_Sw8*d`QIrb zekyomzIl!=2V!m|h_=Fy@s56mHEa0KHX}aHBGXtZ^-w0!`dCqY8cj!$Jkjz6MaKd-e*?$*S|10U>@)5It8dt8KghnvqHXn8mo2ZL`$kM}ZpJ%|-u-F1l{Hfn zqlfsm%DrIL5e(6PH(1<{xebllmZeh}A-m$o!~a+uew(eznypO7WciSX>|N-&m+0J+kK85pw84iyZ2gRpZ*+B54$q<2c@Rui)yv^Mm3Bw*m0$Tx zYnDuQ(V~vD(dQ=2Isn_|V*0K4xth-ZSGoK^Hfl!3Pw0>g-v{F3Ofe?;A)mp_+4N6t znK%5rk@PFbSO(g^^3-SjpB#Lp^pI*r7w9Fs2$DaOvpT%K>r>Tr5PyDD%-U+!ewd$@W97VC zSPtt);P)Oz6rtf#BV}dzd5)~&Da)OG-qlwcAy1^vz^%{SM`aai6=QYBs8spP?v^V4 z{@fM$>@*o-spR+%93O%7_t2m3%q|vtho%)-I(KPh#gu(WG)|w%P?}W|*Nf~AKz{?K z=Gb*)Ivyg$v|j1TtZ_?ikIwvgv2kwGDo+$|G1||CyUVP9zfxaEK{WM4v!bLMZ@Q3N zwT+y0(B*l@1oG^I9UJvo#k}<$yQNCqvuv5VXos;*bv;~Z+#h)8{yg{;Xe=_)9^>84 z*3V#L3kalcMsnAsUfvh_XkffMaXIfwQl;-fEq;Jc>gbinnyd~w1ryI^1cAgJz%_K;%h7d4B=n>{k~2_&Ksgt`tO2w!?5gR)=K@*WVEeFy876%FO)98 zy?Emdbp9U}zo&<+rOc<7WOb?s*D<)?)2vj?{Fw?^EwSxeXbi%aUEkW3$)wVQ_bz4UH~jxFt}e&F z?E5%NwEEe-M6#>i1iM-6aFx5)gW2Hf9J;1} z-!$nkA&v@8>jRjjokyN^0Os4AoznC|E zz*5N+S3+FR?wb<)Z48tWsjsJ76TdIyJzwGX%g*oM%}YgyWY9?^jmc)%Tg8Ko(5Yr_ zx{$SwaP}rWuY*Dx*CfkhKU%cK=43`Wlpid>mK)gV1oplFXEw4`6aJXobq}**p7W=! z+S4rjWFA01@33HOa*s!C%XPGEJ^0aR8l?0e_361tJZ_z zUW=_-lf486=E=$p7{84d-b=z6G(4QmpU0c3tlg8=&-$5_3Xf=2m&M;T;sGL2Rsy}^ z>XH!I1G(CC$ZnKz?i`QfA(!%wrwSNcNSh|K-viatu_?LR4};=D@^r+;33xeQZ2bb` z&k(aah*K@~(bUM7!ZrJPA7q!yj9tel_4risa@@!p7qi{Lj+_a}wtVXWzHq0Qk@Yb5 zJ6A+h%X^#d5IY=xE8%_?InTj?tSc>#RaZjf821qaolD-t>99!d#^LmRAJ(fJ`x_?7 zs+Igkzv5Q17KJCJSbiDCAJ4y%AL>SoOl{S7*kpv5Qq}ku^6ky$-0plLcjce)v{Vqk z8jhLQy5Px5dX0p|(`2tjzCC7^zRn&>_G{R>ECg@oW1q5XUFbgP`qK)tL3V*AyX4_~ zqLbh43qH7;@Ak#D_0ap0?4u$7v7VB45He5)%9wKHyCTHLF*W8l9Si_aEcYS3l|eTrkj zz52=8l%L6ev^MqOQwB0`vFrpfc?f-1HEveGUinX)!zVvPOJ{F^l@I9cf-<(IV!Q)%uvm zcaL!WjU?;Gl6^&madc?U7L9PX6W#ZxT{o8PBGyl*c`~t1z=o-`{Z8-6$d#G|!+F|p z_Bk1oDw4UnW67tJijGTRdo=$|jn=H}@2&5dy!R`%tOAXxaL*d6JO%G#jAc-I%{W=d zR8i!p%yNCm_aY5`$KvT2Gnkx>Nt5c*Jz%+rmdE?5gn?NB*OVmh;b0$;cBrdL`h=8K zdY$-jqF8Ff-bvQoylQd5drI=PpawdI$;172^DSdR1q$ z$H|(fHs|x)53#fvIcmGUp6~3DT1LNTp?VFyYKx-L>NqhfpM!q!J;D7?O<$K|X+4Zc zzLQ42hC}x}o|E-(*?)f#P2Seqjr5r&K2+wjS$*5m*>NKCJ9O*}n>A*OKB8pywO<5_ zIuQJV?TV7@aT4aKd}(NnC)*lv>0eCW=?-BLd;USo10mSa(YyzElfJ3Py^Zu)<=6oW z|E9qvIvhsU`?PO^yHmvFQn2`$WdD++jPp0KcxpUc?jEB9y~nfKYp}i<8|sTE)o^S( z3BS^Qj=z)n<}2uq_V+rH{>R(Lz%)BcZx!2DL;Y_|Y{xIwhznI%>Nc&{L!>`swi_{- zvukTP+m##O-yOb_^pw?{5f~Vnbs#-orgZ=b)F?JWn^mk~VXKvGs@E5y%31yYDg!<*V{;G7kL)1zpj^!+Vg5w{sQgJf$r02Q3>1!VG9~-Bt?V;>+ zIDG#mD!ImEyIdv(|C2KNIPiC=X5dEL=SCe`RPk%#C zlW^z^-ZG14JWaQH?!aJcjnc)l;E#4+j0frVWhx2+PlhN%DSuBWkV@*&cViFRhbvq^PsM z!R=8a-)oHN+BFnUuh(1Zhj!v0EwS+-I=6K%F^ccDh1U13n?v@wG^hrt+}HoZw%_V` zKNu|4>r&BVoa=_`=M@oR8iclDVN-qNb9vT~uZBi#KKz)Tr?T5(y4{J5m#}{YUfj<( z#c5Lqc4IN>9pmlqclHP#3xz3s<1@W2pl|BAhut@`{UFwTlXX9%#W}|Q0a`oZn>BV# zFe8zr9Dkq3mp&FV4#n+OBIQ^t{!TPH$@mYEG?{5Gr$=`P2CH9b{x*a@$L7kcGT7L~ z3$w#XaNV0^3urZwjDO?x^Ds${vQ#lT()g>%G#xKyL3x9A3vg+jGYj;ZY*Badhx5dr zK5*(qie_-Q*La8VpKsukU0_{F^P9G1^ifk3KajTHki9V<%07bA$$GRNk}vH=OkBmiJbr8Osz#GTvDNjZ>VeSd$ zrknWKt!B;@JpMS`>8OYEoqt99!O%F7cG;zRsJ317G?_f(oi7UgjnMdBySz!?A?E!{ z^35#s5xacPhKGy&C5>IeO!jBNGu|g%p7?bm;|u=EdcO~}FU^0puxxL?ucP5}>~n

    YNU%v3)6!w_K{#k$j4$XGL_91c(#=~TZn!!KD(co$= z6QR3_sHp`%598l0SpRKo`<;~<(Xlm2e!zxV`fh>eovEZpE{5b8TC!kg&(R)w z+(L@%K1-FU*Y#T$(;lYrE26={EV_~mn_a)o_^IfZ&l*#q-;~uppu=<;4~B9+l|02F zsmzxO>e_h~7a74lv*E5O#lyq$5g1Ndt(eJdVbt#uj9>4e??ic(i= zw^+aT8K)#~&x(iL@ZVsDN!5ct#K*?|K9D^>)z9y|{Sy2*)7b~jD9NMUkd>}wkCvFw zQQQ46dMh-x&;>(}uvYT;&87He@laoDn@qh4#?4fuRlF8GUicq8AoKGFySUfpjKGFAT zat>sPVZ6P$-m-hSuhvCyxvRgE8FU1mp5|yxOkKp<55l+x7QP3`)P#6lEX-V8o(;0Y zsfYMg!w8>a*Lt4(CghWowVrX4W9=DN9V8wsfaLoyT5R-FMA3ZixZ3}NjC3dY8`0z< zGwi!8-j;VQbNxK%eyQKOxHARg7sKj8$Il~e>g~NolB`+!h=uOKpFCSh4e`b7Ig@_L zKmIT4{z%6+`RNQtBIosZo}Ipjlc*RZv(7%V#$=XHM0rK;$)4PVe7nqF3uu3&vlsHV zbA3*Eoo!aqs;VCIc6BeB?+@8z`+P*SIKY{_om%Y3{rI>GU%oaYXaCY5mg=kDeMpr( zyjg!=Ov_tbpZt&4`uVvtZ@}>`{L5Q~LwREbxOWi;#`3FmkV=l!5hB}4)+^=QbL^G( z>vuvUx&EJ{)y2--;&@Z`32K$~P>xG2CR^Q`etwysa+(dNdbdftb;`)OZ}RwbdE zedeiIb&Glb5;)|Y$F1Z`CY0{_9IL-dddRNktjL(;*iAGl!Jb!3X9 z^!kE%b_q$7hc`3+9{4?^pQX^L1v;`=8-rait*f%$c2%=6)0j2-eBFY6gEH_~J{v|-Pu z$eWdM6=3tdbL;V-7d#u0_ej#;tJjrSKLcia98ZR+%Z<>Dq)+mdM@7c$T&?In{Y089 zgk)_}9>U7q`PwLw{VV2NK+Nim^fT#rCyt#;pL$sH4jp#s zuN>UZ#jpLGdzIcdI(HrP*1*3VxoeO)@5?e*bc5##2;Tsi>setm7JtSwQ_-*zuC*XV zJ|llv_%wVFB=3V~aYVDv;`8{~Ne z?X^77nSpdVoy5se*$#5qshk>qtK3&6kMe_1-KgJB===a#cC$g=-pnCUGPIX9&KT!E zWu-@9cqOD4>bZnSQpwR;JgGH})`}$0>9MvrKAJA$FgRcyc3cpA+R?fcG4>`%Fx{mE?&# zRWacoT4#m8MBbNLxOMbwX{g;vF@#bl) zojGkcZL1h}D&AK!Q)caQo?Gm~!mQ3a1%EF!XP#i}#^jx==Tq@|Ck|f7GgtU|hQISQ zOCNLiK;8om)M|@SvhKB|zq<3KRCee9u{L^4j;D!G&HDavI5ZdDsl}Cj+t2y0h%vVp z>~be`vZ}5E=`Vs=@-3z+*XQnuzNG1G?)kDd{6lu0!diJdlKmUWv~sGMq>52a!HQqR zlAr1Dgm&*kFtrTtXRT&*7!u47o{P zC)2(oRHl%(RN>0DJhp?lu@heo#@;dfu596oyu0h}crmeV7z^Bi#jW(0Tu${#Sk?Cq zTo}*dZ{c3v7@n?W_6jx-?an7d8@=BS(bS#m+EzjO;U?}D+_#J)X%XtpMSX!H!04T8imW}M6P)&yr(8mW5$xi+F#_VDLP zNamW|{{F(%$%uQuxN#SsNv4YDjee@1jmcdX@*j~UJAmqGpX{qmM5k(Se~8`IV_4?= zUhw@&t9{9O9GTIrdJv(KMWU_$VL!Z_7l-gMb z8f66?|IvGEQqKpFQOIEZ|_mwAOFB|CsvwS|=rLIR4EQ;Qh zu%ZlGpM$||`T1-SDLXL3$J?Ru5rmqVg$A=gFMWOjx5mcIYRVsZ_iwB-&G9*6-`D#1 z1U9q%{VpGyX!e}QZ-#0y+3!ZQ7%TGZz{25p)6;C+4G)ht?!NFUE+!Pmq1EhLTibih zjB7~pGTzVQ8Oh&&Iu!CIb}f_-;4kCZ?{|7Gpl!0LWo`7&G`m$KJIwVv;PC+N&fKPxIe8u{o=( zvM;%n{<0%ywrg68KVOn(uD{=>*<-B#FNw=S?-}xEm1lOYJ_FgB>^+>s$$DSXSoL`B zHTc~D=Suthm)#AGp`F~Er@^EO4*g>E;c)#QsrQhgB|WbY2R1;d7o2C~*j+4mH~wvc z(RJ*&j=WhrS%y?SNqU%g_!>@@$LOBE%4zWl8_#3E*R*<>4EM0YVPr@avWmW!k@Ga( zdIrSjvqo9hek~@HGb2?cd9syuarI^r_0sdJJaifltgO$Ou+0;l=4SB!+g(FLxe-Oix zJM~O|CI5MzI4mf{j^sZ5t8m9LLIfIb{JY(4f6lk&V0Rm`JPLtc^qEP6hpY?MQy^CR9 zH#T{IthuLsizFTR&I#h~6ftA8ul+@;!P>OM`#+(a)ofp2Q!}QF>cKBXSa}I7@t@#UL?9EJ6kePY{Q$(N1w8I_Ms+2X+u{WZv525=;h35 z`Z}FY<@rLY3hd*Gi6kiL>Rn`PO5d|-(bVzm&Z&Sm&qH83|7<9_+=+n~L+NTgrruO4 z6-;BX1|&_JtCQ(&oB1lM2J4FtRp5Cj4>^Raskc{;g-7Tu729{S z)5L8*6U;3|+HEx4;F(PF7R?eV_a)(h7;!nq z9fXyYjFhzj+r*R9tH~$3R0X*W2L1R>J-qtFe152y(o&o(?~2Z@7>KLMY}`fIgQ^ zy4rkhIMmO4qTUaSPr>Q_{Pk55{_Jj|j%%`K>09^L$*A)b`G(;B^-vtiyRz2mSD3Wp zg?(KaS(1w=b;Xk-^i=K66=OF*A*;H6*M225TCw0zEjvKBJU`vacKhMXzWSP?_nBnB zT+~`jzT_kuL#Je8%e#e6{52K1dx-m2vgA$LMA|yo(4GI@4}%i)c*oVvS!8c9vnGya zH&a>sJ=UC&eVH{~Rn$nS>edq~+i++itDajx;x_Ht!0}faRABKvu-hn7Eu=#qx@Jw; z=e|?hucO|E7Vh!-LbkIRFZ;OmVxz`9=`R*;55sS0l-+DqjdlUMJVyIw&b%e&UV~LF z=y(>7C||hS`p|sxF#S?bsTPzf@u}?f{ta_Vu*z0wH!_!=PVz1^9Sp6lVpTHI|D|Pe ziOe-;yozmAFt95=kK!Hk#MiIr)VYB65Z-$|)~%+;_2ha1YS}@R3?EnX%dXJO`dj8|TdFsCt7OVJAa^3!Ec1f+5)Y15rFD-#@K7(hc)W2dx z^36}+p$)Yd4fXAO`(8GiTd>c=dMHVnCyo3PrX?5ooBC~lIj8f3+ewx8z30-Wv~iBZ z!aK;(PYjyjx*y=%2OCD{^B^;073|y062qW09wSF$LRQ?gb3c^Yil3LE?BlV|F6h{ml|;mI}XrWQCjQ`i<^x+kjE@AN;$lIm`7hh!o11LZkR71 zF^?{PIC3#-JOQ!2G3z+z4xoEJ#lPX~p(5P~OnC-AkHT{pT_*TDHS7K}%6@#II?k+R z$=tQ)Eo-vI)b{sFP)>&Eovil?r1!w-e*OJ`X^V{5fXy%D-8a)>6KNa4bqaPg!LtqQ zbv}0HozF}&ZY%ztO4*0<wjfv5c)!9!2ST*6dx3hi%c_9mjB=ltm%5L~LG23uHc~8ZO|HDXOund8 z1?(gO3>J-Mz-a{LeeLH>tTz)v6J1?V?D)rDt@+MW{+IWPPqA<^%Jn7r0t~ChzFAqZ z4|La(YYQ2#C2=oE+{>b;|Ef-?oa+tgXhpc^j zmZkD`;&C339KY4{w!@i9?sKl7YXdX-J?p`+-O+zyO{Q>z8aQs6y{D$R| zS$QjNE)}I-(bHyVo=TFBSUhW(-sdOx;O}~Wbu|+_$+9~|pF2p_Lodm@^fs>_s?9Gf zyjz_AlTW{8#MJz`i0-rDGKw`;h###;exYl#VtT#EHwG%@A(>n^z_t!6)lsesOsG z-|F?(#K}pdJxg!%=$Sg$`rgg@JF)Uu3-BNjXiWY~99v#GkPg&zP zQvYJ?9%M+>f+q?QBh{p)^V#IYQl0L)hYP+sjE=V(`B>~a8wz>WSdo4HVBb0V%e>mK z;E7p9eLAZQV%by?{Fp|$Q%lw1kJ;#X^ZmsveFAy=7Urf^ShB|X+Azs(_yW8{$V@cF4-{ zwR$fhlFZ>DStI{GZN@|GBdp0D-)nqVg63EwG$CbO`j5of>+onSNmhv+TgXw7ufAxc zD`|Eswq7eHUJ9Esj;9)C_BK7hnpwx&!}&b*DrwBq^>iL9Y!jJUixK_V{ucOF@_Q~R z?tw@V-xc+>KfO}<;8NPZ#(vvzFWEll@{u;=$zI^edc6c|$N79+2f~Nw?H^vag}rLS z;UOC4Q*YLcWNqi?5SSn$l+Z3~Ut2oA17r4KpVUgqQ=$KGu7~~)rrk={PBs4BkgnwG zS7&o4P=eOaz$tO>80WuWtGuV|uitNQcR8uv#=vA_SOU|X&U`_>d3r92ceBX+wg{b! zVaX7^7gUP)p3OIYaQ-sV)u%(A0=>a*?O^pXCYKU7@+R$NNTgOtGCfx(bvqhlW#7dR zn4-7Vj+NybV~qT#k!s>i_WC9}Z+{lQ0k-4dd^)QxDBMRTTgqCoEcx_CYBmwRh`Ys#shF^ z9xeZ6iN<_$6UnYM-?f5vYDk^!GeB0={7+BW549WGCG}km?j3pBX1WY;cRpFa8{HpO zfxrdy{|1XU`)doib3d0nIK%MaDG~HoIwn76R*8)i5mE!<0zPy*`I0@mEN<+CbxeaWMIVG$iud!;|tl*W*! zXqfk3W1)0~`EV&WL?Q#L46t<=%3o_`Q;S2N>&d)?aS+ zuZTVOiZ%bEV-<|+g*^@Fnk;&^(XSXQWkvrp?3{d%J0Or6AD?2>+4|3_fKjx)(tqz3 z?qV9b@_chksuRDD4Y%8CNCX5Ot%mNoj%8m~zhJCMclMrSa@l0ozsI9I^UR1A2M zTxCetf{x!~-)rWd$}ComM`jhzDRerIG|2>A&RE}zqut1toTe4ArBA_Tt>Bb>l#h#c zL&dH}Mw@HY@;H8oHqEedswnrRvCqNd+~cnibDyX4S!S|3V9^=V^EoP?b%y%;Eo>Xb zf~gS_#x}--g`)SLcsPc}yZFaebH{PK@CflPds+5}z`OixUszq_$_^0RL9+>LUIQPK zr{pr)c7o^wH0b3%=1f;+UC)tX-ribl#;}`QRhxf3uIJ2lHSpmOKAyMy)3rHJ`@LzD zy+`w5bPqW`AmMH7nNLVZ^3EDOV*}r8M(RA>_?p+h!#BH=DwRYZ6X!pLbtN8`&j_1X z^Z`e^(eXEZ@8ftZG}%{bKh+m;7i-y{Z4SckZ`>2SLi&x4W|!`#?mU*$x-{v2GJ4i0 z<-R*_hTA%RG?d@K%v=2&%l`(m&^lzrF}|`p)-CK-ftP*2<9G4(x?*8IQ5Vry z9pij0Zk55fk73%Lj0a-a0(#`>&_R$(wt)AsEW3MairTFp-drDtllgo&eMqVadd*Jm zGO$V(_Nk=Kru&>L?Ur;bbvs>1Tg;sCl3HB40U>fA(R~ z?ewY1wz(6@C+mD>Oy;$A{Nh7eUVy!+JdixS->}+pJW7?R?(Eh>BppJY@}jMeZ-o4&hE7)%uQiADH(yYs_)U1#~_SZ3pENb>;z4RrtW`*Su)tjrFYu4aoG>~NA6UBrUw7}gV(nO7$A!1k^#Dtc9Smrxqk zU$b7;-S#&|1r{1)gu#01j)BLrd_S{eXEE$Z8l5Nte^rcY02y(Peq%{qy7>%|gzGnxIrQ?wdm z-uxeLzmhfQK&=Ej?B%-K%`vU{M!TDf4Bqw!uT>Oe{ zZ*)a97O6_A|3}iDfL%F#Z2(u9B1B423Jrt|g~+U#G)YP!85$_1P)h$IMUgU8LL@RI zN=4=dii%Rm5JehPD2>GR{qFN|y}j=_=h=I&b+3D^z0dRPz1Dia&o$~aRu~G~m+t{@Q@{CbwwQwjMMTx@BFIfR zmb;Auq4hGH=d+JO^^Y>WxSq8`PP=C{P zL)fgA8R=^_A3=uP>3V~tm2oj=K&uu!zq@Gl3?!2)Em;l!F7WsS{Msol?1D!;=4$f4 zYV=1)y$E+3@%`C)N!9Tw?A4b%Luq`N>q_#;)c@`xVr`gfz4=#mE_WggtJI)i;HuJdT%UX&-d*Ms`4=6N=#q6ms9elLLFC|AA);dyk~ip!O-_%5EY z64MsDsI+#RrA$b)|X7S?edHmR{@dYM5?uuPn9>pGuMc|`gbgMPsoup`I z%+wb?1xh)iyEit@wPcrA{jKYBs?1-(S=~E3R*|RX+ zsP*_D@H7{I1Ft$(7j@|MR4F zr%1X?52-QQnZKNiiM2$g!&tsPzBd#XA7sItC`@*_)Wh0n{Za(mma%S6{U?T0#no}* z=A-=Q67TngKr%sHNsf2e`+Osoz|@b#u99>q3%8!6N}b|WERsqx^~BuFyJteVFZ+Bf z7M zv+n$SAHI{F<@uJ?)%Ev6GW)k0iaDQ(7|CCMEeT3vQqHv8OY<5~KiqfzoT^x-ztnE} zj18xf{CgZOP4C+w{y&gpiuCyHd=(!qB3br!UE->85PXF6&0N0;{;yj}eZc1q`=rK7ZvueMTN0uki zVOW!V!1Z}=X>GfT)X4yvZ=OZSbqxfZsZ_leuiFIKQCj7M?Q#s61?|7^;abw) zZsgpDyqYI$HXj{~g{dpl5BeD;m9y&b#?(D+QixdZiMwOr+m|mKA_6`o-hPHJgW2vF zIt+(GD)RhIlT>$~0Qn1e)nZKCZr++@RdXvTc8hvfVoBn1G77B3wBA~O3Z+&R#!*tM6dJSNi)>tT<1*@1Qh5Ef>|A!p9p&mQat%*BUBB;RQA1;0&6hSBb)GqQ5+BI^#p-nFNz*1`a%J)2 zH>^CFeKunD0&F@ELk`7{FYw_o(tIR>rAEa}cunW?OU1a(IG8%htzG|&(aY&8RWSB} zW~y^_7IkuG<`EJ8FzhG}rR?v_9l@NOjl>uGdxRBCGLt-r1*u?PS--c5I&<+jyOV## z#&R?|RfNjky$4v}Yu6^DXdk-l#VUDPvXp&$@yq6}@6I}Zu*gg{yp8>nIqL&`p9#zT zM6z*W-ru;m-nd8ew~nrwfJHUf@Hm<_XT5KDabj^T{+mjEhhyS@kZU1g&Lev-2uIez zuB%&^CF3dkW7t^S+q)2xTSBXukvoZDCGqwllBZ%uFFNP@!awX$%!sJ~T~18O{(}ly z%!T`GeIM=W@ak9$UXLMN@!&Bl*UkK(1ca}`z@kuomG!=JU3vbJ{C2OKlcViqTIEUc zT<<4uZSvG#PRrvUKVJJ+%~F-{Ex9Hp@t?z?y&67$U_@Clwu-gE0RL9Snp6e28XCEq zmM2X`T)PT~%aOD^CKU00GQM49)O@?@NAjVttqGId+sgOBTlx2itoA7DZNl8ju1amh z!|DAnZY0yo9Fh+q>u{{^fB_rz)&mccr#M+N_ra#dFrUsw4M?3lV9$$TeR=(2Jk43} z>V?)PvsDdpKV;l9X%jOjv-c@x?A&?Fy5@aWTcG`EB2nsW3^HaXSp3B+O0mcdygc=m4#N0US$Kmy*N~v3 zYsZKI+3kHKHtbEB-lE4J#$SN3i%7GB29wEBg2j?qtUUSlVd1-JS3>LNY@d_7$tZFj zO>)NeVv;=~N~{(aU(HI{ z8@!Z!IV(Azg&)DOw!CLG{v_A+K;ys9hEEu)4R6d7+4HQ%pTn%f`Pv}sucNVIfGC*! zD0{(tC`~@oe{u0;Z%Glhzd@mop1<+$d{)Y8Wh(zziD`L;(-F=& zxw{=>bH6W7gjcY`_3T&?E;;#h37`7^v$<1QEKit9!!zH_Z=qklrS=qIQnmC2?$_#Sl0{_|vE`xzs$gS|th(=0=)Jr}h}~6rQgjNn34t;pH4iodvr$ zef|qu{|(oLY*3ACt$cO~y>_xnGU?>G<1V(n5hhh|?E<{Y&g&)gDW%;coco@xsqQcj z-jDG6)bL53-j~|ELp|t z>$f&sud!Y!ZG`QlPZr=xB)F19$sYJR&rVk6=3?AH-j+Itqa@qsd|^>>^Kkt6P}E(_+nVZcHC&S4>R-GW4fSqjf*z2bs7)+9oi;zZa*9Z> zjRx;R|3u!A``yWO)Cf0UHO5yE>dRX;d0kH|Z79wrHm6!waw{!{=1$h0MyJWV=u>SL ziW^-p@M@mfUhn6z#3nqc#8NrUehkU?Gpl?E`%SRQ>CsEYgYqnqTpurEV{yGFi_4*G zvjGN2(4iULY~@ecO_B<{dE)n{-czahTYtT5^wpx=7kau~_D@# zAXtPv4QMgUD623b`y7^uL$|oDCYHC*-*ldpxpjzGP#b!Oh%^6T)aF)Y5)SY2KBH?3FTL-r=-S=)T`^T~QTfm}_DwT3kh zbnSI;JrYiPW5-MEQNhSZlXkQB%g`7v&Vn%W$Y_h4&VeAI0gM z#mvs9sD}43}saKIYPeqS_LMMpscI{Ctlkdr6A@YUyKBN6$D~R(kBbn`o zK({fO#)+MoS5}c}o$pLNS^PdSm7#Y@z*C+VAyGV9{k$Sspa5b)f1OH;! z(~BI3LiK)aQakVy_*N8C7vkh&M*o2oiy5N^%g)r_FRq*+#-!fWrw~s5ymqjBR$OSx z(&w?$=kzK%q^7NrRbmmjDtVQ2tjn{A>E1{;ePhRi0A+(F0N9i+>>0ef? z&nhPvwT2NlkUa9FX3ZI5XHMH+VLkB*Nq^@PU5vEK>%9y9l%1C!k+LnUuE3Sb?3M4= zIj8)An6^XgYFA+YEWS3Jj1wV{jFE?tF!v?y!oI26f9$=##gXi+&9lP=ByR$Z$4I#j zqPK~T3nBci->Ea(gygeXZXXdpJC3s7vn0-SWBb1JTLphD*84vh4ssuUqqdoymb#(_eb>V%8ULp9%Tux8Q*+#Q3~0`eKGfr9 zV$X2e_J?U!d-uR2Cn^SFY&p{9PD>Nl7IgfZocSJ+{k5~PbO_(f zH@0KVDl6D&ywPsO&FqxuN7rNlNY?*}e7m^W=`B4qF!P*=kEszeQm@xTqYGqnk3aGD zb=X})va~(k&v?8j&eytnx1?8J`bqxlM*2^-hYC==gvD|nyo=ZS%LSlKFS{6x3Ik|?DmD+?=b07h+nDUo4eD= z);}DBa{u&Tt&XSTMp{pE{pY+PPrC19{bX-BjeUk=;%OwgfYvQ==}aTNV7 z*6LDxs6&&bnD8Q*k|%X0=}zJqomqAW&OZS2;qc2j&SYhdy-p^1PP|Wn<{LcVY^#q^ z(41zbecssn^OW3cUu*nicr6LTJTH1z+uj(piDos8T2|}f;`{MzTw3orQJ7t2&ynmh zbMrQ@x*BtXs9IF)PX+ri@NJ-N>YdbvY&GaNW#{94wvfetHY0V=D)l9E9%PEPsrNex z)|2qAj94>_rGCKJs(kJ@EpivFCymZxqtYZ!zTP2xJ5Rw{;`?Fbs*aievQ>5$eS?qH zd2|ogeT12*qt}Lol69;PUpP^#ujrpzkwjbYHm8KL$2D~`c9Uf*8|4h`1+aMu zhf>${MA){~=K-+X!*eFNW&m{agfkgSt~N$adj0L{WxVSP|0g%gII?drrzAs3F?#o5 zgY1hsUK|+g%4F7PN|(;G>V`$nvh4!AD{BVqflbNZ^t5$xUAiR;FFimzr>J@ev!mpC$e=z;Cqhb*hyTbH43?9H{A7EMsk!Tr~tf6U9;~c{W z@_nK!lxnkDG96y6mo6l0hI^H)>9X&%BzYE*;3JsiEc7WXKgHk6*e;e%g{u4M+lZte z@cBc?F`0bXyEOj2*_4r?TF@ z(8E>u`4=ow;h`ADb>km7X*a;TGw4=IPk)o8CngQyIX7VFucB)S^G2$(rqafpG`r5o z$p(A8UKf+MtvK+67&H?$b4gJKuY!G^(a(ZKb{TGEtsDI{*$8`K%UYRz8#ISHu|FA zmsx{P<=MqtT~WN-NS8nT+l?n&iD&ivRM%JTt(6qr#_DSmzHTJjPPSf3*ZFXK1x5$+ z$W`qA9Y4w0v3k}ZS%KtPRb_ajYC`U#EHeJPxUkEN@g{y8%6Iy}<~$afN1LZyy_v45 z5xO^vT+FL3GGZ|Ahe02B|1vC^;qSGiT?@^uKPuyIXT1(3L06I;1D$5{f66Gy$9+35 z$-S-Lu_!g9i-;x_Xpv`nKj^O|ohKTrBED~9vDM_xoZa13_hHA4xYw8DZ6SC92DasA ze~|KRvG^2P9S_l*rpx}&*}P;b_U0a1Cv3Y!zfZdQH6t|_BkmAGb1t@;e!dr%QnU06 zYr)ZEY(cg+M2$uIet>jb@t<>Cn&^hePm9zLDqusT=hj zW{tq-R6fkE%Xf_VJV`TmjU~~ic-K^1NLGN0pf><3?hvP*BVl%Ce1~JnS9b{yooD>* zBJijBoaO!DBp$>X`(xd;^vbzL_81(MnA z_!O)+^RA-Mp60vG6x>Md>TmSjgQZeSpfyjf0=wj+NVWABvGr6^{b;mgG2DlJ>RD|T zCD$lcDMk8qm{y*2zw@2qM*kZEm$S=9*l{41JYXL909qZOKOMqX^3F)L1nSN8lB^lK zq0${Q8ymN%*Z=C_AY6T21lXlzGB16|pKdbR{a8H8RXLxYy$C15^BK093gIQjE+;2; zl09>tk=L_G2?+fq`q#tn^(0NjsP-(Tt=n1e8L{|8Y%XF2mE4cn16&K+lBHr5 zJA6ai$pwEN4v!i}S_%2O;%KU--oeMu6Cb`OU(P!&!GWuwlnOibjL=>bO8(IOA(X5! zzwr7$c<~3&cz}G*vt$!;JSp-n(BfRo?XQP5Y&L`!ROf9I@U=S(zGsuOyxPV~E{EA@ z*3JIHD)^QfzpZ>y881ddYn{=OLo+oPvhQuJ9*$@CyRf-EIf{|H8ypVR-x2J1x6$UX z*t=}BgzuGv*YzULogz>}Qe4Jw@&x=>*nfi^#W8t2j~VK94VwIKN=fmKJZY@Q0B6#udw9(*b*v11>f0zJx&T z$9_!zWte^zo5W+M>T!o?d7b~8(0V2hPlbnkFFMKEY=9oF!l2*jF+xO59k&_m@}Lot z8|Y5xuYFZ(`wSg9pLXDaQCfcbR3vzK<2XqrkK*~4-q`Bq`u%UUFB*0&H&9r*D$ zcDA_mh*2+N*Kp*Ub8WqSB@V?udcdm|4ldMwHJhzwzntu>YW20&s$`R~b2?xMJ03}wg^=IE z8dtE#PBu^evSN_A3JY?!;uW#3wbkG--g%B0pgh}NPxCxaJ{$6>eO`gBJ84x%yO(+8 zvHUU52eZegjh{VGnSi0S^uGamsZd)C_VZl#4=t;b;^h=8}udw&i{>l@+>uL2SIhxb?@VU#Ezwxx2c?j4<4~q77ag&mz6~*J%EF2;VpWo4;hAjs8xy&71(f zRFC)St2p19is|R-wGG+#xbi6MNhZWutoS6&!@$%MDu#KB#NV7)_>Tdu1t=T?3e4$T7&&Q0cNYsvvd5v%kO4vu@C7_(8Jw)A$MO&(J?i@bFZK^$rnKI zVNs$l@6W!$GjSt%3i32~79ZJ-1wkxXII~AK_od3yY8zZ`h1Pg{OOAj%=V$=I4x+(4 z+~1$ROT@Tk*mQyj^_}RO8p*lOdooGhqi1pak|ZbUKULS? zg!*GF`mNEjlla1dbsAxEPSuRV?kPsACAw9k)rTU~i8yy#!P;j);25KHhS{@zf1&LP z5huHXcNq0qHoRJoNAu}cIF=_p#~33!x>H^83ZuSaMtjEJ=b2N-^1LC?Zvm5k>HGvQ zm?);rGaHZQ9rN|IU7OMPa3_}7u_kzC@>!Q(b)C!b&T z|CZ1y&-hpKu0Oof2x7Zvb{&N4Xfa0&Nxh89a5;gz^|3kM-tMRS_CkdEU8GG_jUTZm z-_nmOtjbactUp#ArkD4~HIYWI@%&e`%v0wIdLB*ou124U6I=0bFstO0%4bGj0iB$) zS*68Tu_5cvORQaLk?=US80eE1M37!|J&+B{&^FmvC$s#mwC#<1oyc8D-{0bW8=R}{ z|Ll6{gVFl8alxK^y8+mXoIA2?^ZZe1`>**^zwI)g5Hc~3-qz2mET28^UyLm@) zYTm|oPh+=Kmz$~g6>L<*`rvdu%n>7I>bnlSxA2w+`A}1W6n&UaUwHnuoLv5hHa_?`GC{&vaSKx4Rhs`8+MNGbkhK(?O z7KwA0XQTKt9qt>Ud!QbYpZX*C+zgG}<4jfGlkw?aT8z;{W}0O4J4JLTZM@nA7A^JH zZ-w|h#u%&E_$%^1L+&s6Lh4I)_xXF|AIX*2MX~o&pMKEFK5)M7_k$~uVtZB zd(Vln<$Nqv4;x_CKKM76f0Z=S;aD;k=GU`Ha#|!G(cNUoPKZm%@VW?oH*`w5W*wwo zg>mv+zC@~L&5R$i(smYmzzE4YJr!f>8oMzmmmB?kjBLrzHez6&n|(m`r(y61KYvqi z$x%0*C#C|+U;HO$;SxLhn|CfYRvipV#laQGTN(o8gXfHp(4Kbv1~5xEBP z;-6@LfZp;QH1`E6lA|>Y@8^Z75Yx^|celtekoJd=>KguhApZ2ySMs&|#C|nMm6{ss zA>7=W?_yeIjen}ydxM{)ym>2mGPC!m&vcRaVXKbg&HwMR+8WYc$SqVH6ysUadgXY4Ahv%#oGuyk`eq(1U2UNg)4wRrt$`n-&$ zH<2wn#@iRxAy4Avi$*`%{4<7KlL31T37#&@u{rO5fLL`DtXI-(gt5NI^apZ6-14GES&F?yS>}eitbfW=MyO9S=lk9s9A^^50bu@epb_Y zZ&KcdMOkg0je+$bz0S`PV?0Ni#p1&_D3##P9q3w@yz5-`sVLLY`e`t2xAKt0{hYkd zuH*p_DPV%D4~WhU z**0}*AD}_*=A93x3HWmX9*iV&dE=GS=TGWfI1?js=J;PsDng3c;?m!+ zsHbf$Hp)rP?6R6vh@^RroZ729aBK@J{VK{-r2q4HREIroc4d6%E;4+dtZ?%+=>wgZwP=ruJLzab1tEZ<{kxPqM3PUc|t5 zK3y$hHuA|0uslVp+#T5$i-(H(hw!VNMtRK4(1af(OZXi$K8@Yl7^OpDMV+cGpJB!X z(pLA`ND<&|ylO$O+w@V%+HoKTY&Sx3`Y zjBkh+ZLnlBy~bf!>WO^E6IQ|J9n$0+@D6=mK(3q;s%W;#Gt_tKd!%=hf3+igrjVn( z5kAMDJdqfJ7iao;2AB8e9jT?AQ~8G%Jm3j9oW)x8Snft#&AqOjFt`PCzJkY-5Xw`M zc79spM{lFtrN0lfuf&VjL!vdQe!}AF>{vu46XZm~@Y^$?K>W=2S#2F+_zOwIVnEW0KNt9K2 z@}MPOO|n=lz@_At->l#B{oj_1`_m#>y4Dzdq`qILxyZMpuPlbj)WP6McRmQXv$bBYnEpC=dC4tZB^9h-D zkSfm-_OM$E-f%fy*2l;GeC`1(JrqjshzJ|K*TOaTLhxuZ-t6DM#FVn4K%PfG&!U}i z<3}u*!B1Yss@vFTF$}+9n?JpGg?N4%HciK;dB*z2yg3rjlAk;~kAK9OU-@AtSG8jQ z-PQ`*v>C^~gV=RBzpiTr$rHP2EYw{o)<~^@UhGjHe@2NgN3q8$-(m8!a1DOnZFSd(-nmD0DwYmm zo1d}q0Q~Jj@&n1X5BYa$bsx6g%Mv-qaEQO(*GC;TdjZC&?=q1EzJ^R`h_BFkGV7g6 z{(t$`Wo(*n-EWFkd$9IB2)qX4Jo62!Z(_mO>=uqJfk-7WzlB&(5gR(`e+JyLx9=@H zc-Yw4^OTkK>9olGmANF{Xf{2ao;horY}X%Q$eGyor6~Og?%XX3{jE*T^Mo+$|#jf3o-`NTC zIusZB{0TarY>Yp!Gd00#LuQuM$*CB#+ErgbIMp9Z>hBjZp?g7^ROtBxKa#8GX0z{T z9CLmL+!z1K7^B#=Hyd4`bw~D1Zm4ZomL0s6Xt`8Bi)s0V1 zT~6Ho%nnyWIJKBt8Y53H_9oL}jJZMV%^u;@0S$+D;ok^c`A-}e1mB0e^O)Xi@QdO& zbs;M}>*^y!+QZFxT`A;k_And>t=1ME}V$dNMXt^=T`bO~KkSqzO+;6#S|T23!Zt z4>9v#9@S4@c}CDf9QX^9#yKDUAIoX4|1f?N+0m-TKH{`v^tImPt{8$D-fJFsNF zhxfz!4&KcZuP=z(xdy@k!N{f=yTPVu-k)IY8)rLVS79AZXq zPKse{(1lFhFt7;Az3%!`^nRd``gr{gx$~_27uIeIwE?7QWz^@{IF-PQvq`?0Y~vNl zoV&~K{`~y60wXHGv<*Bev&34GxAK#$<;l}{18I_7IC;)TvUq1vegcmDLheO{(eK27 z?B2`nlnQ+0E?(2xO5qNz28*i$*sB{m++yU-J{#?tQhcZvgdT=@a+}p9QA3Sq#`1V|JZ& z#-W3G@1L$tp1-5Sq&!F3kCds%aR(g}&xX=C*|u{!z6z|8U8*MrCtFXRFlKf1z1eL7 z2IK@lXYr>TDUv}h_bcv%Zt6JZ8{_9jx<&MVL!VQ`vM&o;OJ6ufme4jgooG-wpxd^osTeA20OT3EbG@}1B+)LJi zlf3&5={xcHl4L2Tk9=?cg^c}ta+@9+;MA}9){aC2#HKmWO_jUPtvsK|H zk?3?+EP}vaRtP!sKa0&iqfvFdndsUw`aO(%m$Tqen7UkFy?y>X4Z`b{*-mi!WAVi+X%2IlL|R6`0q^(^-t`sfVBG+mxMpz^sah zbDVi2k+c(^-$IM~TssuMo}x=#ZBhkwEQ{CVhYjhPeLEwd(Ul}ET(ykcIVpT9CS~8+ z7&;t5qhDZixlhkF!)M2O*0(?N*rD|4OoAJs^#y#sCEawr%`jKxL~ZudpH zZXmYR$G@C#I0UP%hFyEi{e_l;@p*4tJ&7J`&4sBKxLaQ<$$T*VUm{IgTHK7I$6`=f zmKcUzFTx|n` zp_%=Um$Pn8#!jd2c%PFh0Hg-`w$R4@uVmsNVIpdo9eaRUyNRMT3 zcot?3WwDWZO(aT<`DsRa0p6YHw-&Fy#+;nLd>fy0nzRkCyn;+K*fKji4u;8XdR>95 zSu?yO79~?t9oHl$Xm$uGwb*7uTcKK>Rp`^|@8ds;MPt<-jz zX5{3-%5%cTS{+W-%}{O0zZ&wdrWo?FQ8Qc4gwsprgw$gC6^}0z!It6FH?XR&-z)Gc z&y()wV>gIQe`q&{KPRJka<5gS`y#s4WV_^BEC=hilQU)&Br83seG8bkHhs>7ndFo85`1O7Jb%YQSU+wIE=?_rT2mSVs9<} zhRR;Bdf5#7q!=+@tF3rFNfdgGWq%}ZYyEt|a_8gT0kkS59w%eX;}F_F;?g2)2eRgb z+*+v2!P2YAa4Uw$oC#;XN%rdBQ)=$_dJHM~e>o&42#=zpZ*N$f_6%W4g z`STFGQKbFTRh^8TYPt8Z%Nypvcg>Uyak?k(?I%t=gfGdNa_b7BHR$i|lpmLc+7)`XuJuua}GPtR{`~ZFam@PrEwzI`TbzB5oee z?}uRKFtdF2wMfY^1UraP946Tdguz9){xpon`B%)j+CeBtqZKb5v!7Crnoq87-l|Bu2gI~ z6eBmY*K&yV#P}xcnEX{~sPb zXoN5Dvn*uZ6c0MGc3a4QM~lH^UgN5su00I{hVYi+temVwD_y+fERZl(MG72<1IsRK6^GR`+P6x=B~}Z##zt1Q{|+htLnQpd13oNs=U8Wz>m3b zs6nTH^u16#y1l^d$MAX$iIa7sE7WS^PixX`Aa(9fPu0u2=A~nK^+cbvr)@F4)WPv_ zxUviz@|0$8f3;)pnyfg?=iR(2j#Z0X^Eeh(Al+2nzlBV5S?UwLw1h@k_I=v5sVs9j z>(3%bM=gG3jj0g4)q9tcBd5d$lImDEbQ2pkitH`ea0f|pZv6x}?u!-KQ{Gz7snoOr zpUdKGPndUu*(!*A4Z*|6k~4*qXx-N6Z_+S#2OB{z`-v{1#gU@gO45!mtUJe&;9l)g z?dmL1=1KA6zrqS7rz#GFd1{qD$?M+3&e^2@Rj;$jKZ&M0&B(*qwjG~&+_>N4#{GJ@ z4Z~Zp)e~ZAYw@9yF;eUOdNvua$4WHbM31M*Tb0E3(4jU)H{(&MGMqbOQ^c%i3Jf1^ zRnQ7odWs5@Nm-U|=NNseRzb5Iv~#!cEEp`p_80W`l0G`&;oYR|F4~`hZO5?U5p1wO zNpga!iRfTNCv=GB%ICT-ZBUEW!L%U+}~O0I^J<2t#X3m zZ&G#^iN58%3w@GrWF2vN7QJH0f3Ym9(I);X=HG?T%ALAAXShT}9ZH()J=mW-Rs7!t ziaC2*g#RX^Ydwg+$|pOs;E8aW$S$4PCFer3W2zR*Y}Ie}V=srpeE7A(=2WpLENGRM!?b+2;N7XdGGClbUh@g;{VD4fC(qkhF@-N42fb86`;blxeAhVL zi1Yb+ZLIrP)K1>q5iFFayjPOqLEgC;mi1Vo805BluafI)@v6tIiCWS69X@rj7;z4s ze2TfP=u;F{b=md||DHnMwIcMs*tOcH$pEsqcCTSgDf31hF|n$j>JZqMC(h-?Ys>=Y z`g{W~`W{lrym|(|Y46hw7+Mr^7qIq1T*&HkpzB|x<^S;QVcg64p4s{yivc&2=V0D< z23)Uj{XQ%@hg@f4PYGD$`A}&%W)E_5tZc`LaV+)>%iPF={)AATq5Kb`)m*FvB z1Aiw&Fj?bE&}5#NnCvz0Los&}DjVYx40;RldmB5uJ$}LJoIogQ&bdM#$p*JvuMZXC zMsj});@$PV^Dv#}!)u^EzQKje4ZrF6T?pL864@uU(b&&f=WS)ZM)aQ!>lb~xznOJE zze{HUr%tqz4 zNNu9M%$99nwh+g@#>111UW0d^4y&u!=wnhP8(C_i&&H}PdRalmLb>?X8pppcflcQR^{i->&>({LOKFEI83y*DFayf`^`36 zvZNAv4Vooa%iFl{Dg6J?vJ@%yGu~t^vR7u2{twi0C3at8ocl?V_09+=y@4UQ+=HwyR(MjxjS&zT^ zED`omNNi@wZemacw%AOLoZoqyR9BPWCGTWsbZp|m~6Wr^0{~E-o^VDl0V-oDu{CV#yZmM zkX`oovRXysuhS}(&<5*2r(dooV=|cLSwk%xDMibcdOI2OZ!-f<*Z=WG{DmyZ3D5{` zZAFxa>E4yy@8dyD_}U8ov596)N!cFzbJzJAd^ramA3XQ{C8sL_xjz7)ZIw<2>n{kHoNrut#$PK_;@}3T_;+X}5)5>~IMaes@ zRWf&uB2nt@9LV~PsRI2Wt4`wwcZ%{a(DyACndFM>e)z#UYd;M9 zRlIGDTdA`65}V$~CNCL1=QfVx1Lv_)Y9^hFcc}N zz^k45HUK!_6onB(qHl&PG{AeN!w;-JPs~b zXy3kYO=mVv&5fO+?Qp1F2G1{zHl0SPTsPjBjo~&Pix0qwnIh3cI5`UccZy=?@#q;w zd4YdkSeRpP!PZiEca{F1$Lr)-yo@&2!hWi@bNGJwf-D{Id!!lV0=Q&<)r&lNHhpW0 z&)2eNeSZA`ZI5O9P0*b|_M9E>qo?o81X+6@LaOy-)T^uv zpO3I5Ylhu8lY7d^NRv#szlbm&VD(7yG{)5zwfzjbJM@`sgXh7dix^xT{sZW=mV`(0 z(;_UBx*I+GEP`5F*Z+qPKk=c|xKCEyYg}`*$g;yaA!o)G>v0Sne!$L8SnmQcV0poV z-+}r(xTJ3T5u(+BUTwse6G`$e`+frd<9yb~`12rNjqQ4|{yg@+$Nz7#W-0|FC(IIP zZYRNd5@!cnc8E12`4c$ygE>BRz^~^E2eWOe89l+TXYsuw=zThkxAKF>;GJqksY>$z z^tS6a89GPNA-ivTlHq0+T5FWsje9*=Q@7z}9<`ma%gtSd)uKdq9*{cI4e@ac-=4u*Em^4#eV@jv z;#$<8`Fl{9qW@;_xfx6HtnEHM;E zFh8Y2>j-Gxf}J0mzdFF`6drRPhTMrg|7xA5DI;*AlK7Et#5MTvLFTS+jocS{U(&G} z{XX{I!J^?pGuk-7pWj}hU2>8A&Sz@!i~rBrlWJ^vUYMNvuN!~5Xnztd zrs6^wJ>Cw13$4ZvFe8lRVZ)#`03VXcD0Q6XiX1=dZ7qw$kG5dgH8@+hFlTinV;9#w zDV`kyz1;WNM7ARM_Yq%eW48Jb4=0iP6791KaeiS2J=9g(cvv~8Kf?y)_}(Ad&oJ(G z_WBT>ssDPHSNn>?MM%=c_^J2&vEJ^~>uX*mQ}UHY&pF&fMW>l09gA66-Aysl-B7P- z+??(CMTy-ao^lO8O$My&Nty!xkLhsEk2Kbn2 z8qua148~#3@mSgc*Z(z_ZK1{OdaKG7BXHvwSf&QX3wo%DbMx6@sxhu&rTbu?jE-v7A^R$ff2K=nOLT_ybhr*ON5xn7ChHMaE>*~tS|fMjz+#NOgAJcHk33q? zVjn24g6;}3ex!9yfW9pQZ8 z#fP0*4fFW~cuwb0|H1HfGsj6rtwN3^tX|gZH6K-YPA?CEKhfaaOTs<9& zJ&CHBb+;8Pzgg?|A##Eq!n!_?ImW10vf>ZCcA}Z)Zx%>~*@Jz)8zQf`>TeH}Hk@xfMHdqOTY{RS{jaC|Rz1SfYL~r0RP05mMz2nIFJI&t4`~9%zM(@4_^+iyt zTKK+{N+er&NzN#ic1`X~Heij?V%Af1J{A9yyYeGiWDngMj7WBae7l^juMTYTJL{Lh zy0Lu!Mpv|k{~_$(0s?tb{V2~oh0UMD?@jt@UWmJO$g)mcoKE7oko{AOBjA(j)s3+3 z2Hx?z7MsQO8%g#f?mRA@KW|>xTl{P3r@kJ}h#($qu-z0e^-pJX~s$>o5KO;JvIhKNTMjqIYU_U&<>cV^!*Z_SH*rC6v?C zg;1DDn=vq%2i@2Gy#*GXarH40W^Y#Vtsk!M_B8p777O|2S3IPgF|NVSJaa1xp|8Z2 zM#ikl0?F)>yG6T5H&Xn`6VFr%O*Nv_Ov*XkoLI@}%0>9qhJ?vaUc$Ade4ZRiXTUS{ z#CjJz;%*)_pWUuCGc2>tNG$z|R=;CoG8gY8L!>KxvnlFj+s_AbA*zbtl0$*mfm9+lj^T;Ky+E7}x~$@p$&K|8IgoL*reG3xDw1 zb68`ZSel(=o5i!lk!qxxMAl1;Kgcylo3Tn7_e^nc7r7hKX{M;M&8t0Rsbrq{-K*qK z|3{By@O6mKcf;~Mtp{SkKnQQTgI0feb+=YaT=OD5vLAd5Z)t9X?EL(OUN@2d zWf)zL4gZQgcd*V9qd!Kw(?q~a{p2~|8hk0inz!K094%8#`A0H;L7%1c|I6=(aOWUV z>r~pN4($~0_J!?lJhCClzwr6BJR+HllAWR)UB0zaPPVh^T4fi>9^YSz^O$`_j%s>H zZp?usUXLL^lB)uYPUmYwXnrm`ETF-~ytxA|tTJkCSeD14hrIh3gieBNW!PU$ma-z+ zVxBuvT+2Q7@1V2NHOb}rpO|rO!Mn%uw)07|FK?^J-d$OJm#eR3kA`?S#E38P`ianZ z(=~^()ThQeUnEWDnQm6@Z^LS{d8!=F<$S|YBJMa|mt6+AU%i1m3wXoRZ1NVZPQc?S z+ScJo6IegBYmXN54=3@FX2y*y`ZC>1VA2TOypugE(c>yHv?INfPp>*;Ql%!}C2qDR zI*-*JC+Ae&cp`0XVB>3XavpqI=;0Y!B>&h$81l5g`jR52+1B9qSaKxG^fZ{oN0alW z6+gb;xQWy`+cJu#vEYL^k)4dGGV!YjmW;}oUH1}aN0RavA5s~~vTC~Id!LZ*SS5o_9U*D>xL$#4Hvj==7k4V14 z)QWB*1;$wsjT3Q_o8~kO zYfi?o;`C`yx*tE=h-_7i{xVJL(`lo5tQ?MKr5%rsy~3XE^zOnFFVOeptd!birLZBh z$H#o36z0AH+vOx|!g3Yqdl1bJF2v#NDtwLaZzR)A{HUy6US_@N`Yl1WZQdOP%Vhdp z?(gjPcw1~)Mb;T&N=2;u4uf*fWEYn8!j^nzcv<@^jh}sfMPdG|9xio#>aJWs!rm-# z0PHtI{Y{8AV9QN7*MxP?V6~2{x01b?+QMJ!M6Y?=dm!)S^CF;rb7KR)x?sLqE^s&w_nLvS!b43!iSpj~}(U#Y{M#m%bsIWrxtKu0I$Xy6W{5eprql zkL5whJJ4F2StLEfb!QprRkj_=&inJkpZIE7yf}_NMWE0KXY0B?=M_r(_Idk?g2G2HU zraJ4x=E#veBfHJE!~Zp&)SI^Z!1gNs-;p<-1Np@wNGk~E*;ejsBy;v|eJ8K|#}Ifz z9L#@Thz)1zu`&MNg;jvMth zju-C_uVj_{-28F?Ena{?YTf?-j9Z^%Gf8+1lm=ndR}ddSlE$=8efIaYJpt>gibdN* zuiT^k6-qtfd$Bm&mG|W|*endG498^Xo5$ksi%6T~)m>o`=rEdc5BHF_{F5 z`n-(TwvYaEZhbO-Hq~S54YU%mOG34&ICeFS7K>5!>3@k8RB~1)uT~v=YDcrw!A&Kf z1L$?F_0ap|>_y+S>Xg|m&$>#Mf&ZIi=8`eChiX5lFI5jd$Sb1D))CSm@ zv)dQpP%GZ>1J?b=f)~0zyA$%H?o4P57UkBmN>Q5shD#UX%Q<4-fuzixx)CDAbK+uY zvp`2Pa#nj?>Ch6-KXk?CFwNeQ!Tz6YCcRwGr_=_fH5U3!Y$<~) zr-*M;V6Z>-&lRK3F}q$&`z{cvQ{eY_oWF-Pj^O|Eja(ky_Z04It<+|r%U@ZDfdh?Ik5s4o-JgWtxH37&mlo!U)IeHCrkA0ZI^yr}uVk}0kL3G9 z?MbYA51-D`+pjp^PelD&zo~_}UX<9&mEY@OkharZe;34(E%+3FX9 zst@hgVKSKyY{#tB={Z*)9mK%08{~mcMZlsQ0p8X}){NuE1 zjp>JD<`SQE)v_iA&tr>vWGd#`v-QvqXBJ?51-SKaeFv7F!6Nyl`jnQB^7ad1FxeF? zv`yvHr|{u=v7s8i{w9vK!O4C7+aEU;ihq0aw(RDb@87IDufw!?Y<#O(?lXSANMzhm zSnYPE>sz!v&u6Ex-Atahm8bQ?pEjhTH;87q2%KW`#CJ-U!M6 zujTL-EWfASU6@spbhTNxKS|55{gE`D>~-=vWPN-&`+bQ^sk*kntUi*|Pm%sOx<5(l zli=TwY^gEbU#lAY@@L$+-c`>UuchBPkCQ5(x9DxEHPK0hZx~D2|7E(Tdc%Acx)De6 z9bydcJ)F<%GHN@~U<1!ewyU4@{<_{$+pChl?$AqWitJ>QKJcpmuj~#iFX|=V@HZHq z^K%14(X3`u{q7WeXl>ScmUd;KlkC6~VSIwNo7v(lygUnjAM0}^Hv9$8E@sC)^iOuS zGTtl4H}7G=VPrZ-yqO~+e}VJQ8es(POvjII81lV{(T_xzV1Eyvtl?j0;apB^CBt(g zUQpKW)B`$})K%fLjenGJ{nxI)%R84BBL0i|@2S7mtd;C*kBia|deu`Te}d07&~hyQ z{+r}C?#@+ksiH=<8PYDaXnsyqk!dbBphjX%(5b z@vA%VeTaXvn<(`IFXRO$YLPR8f8pyRKC4Lb*D)dAhn|DNBVxiN^4IqJ7_6w{?>7tH zKc0syHsWj8I?^?V(r_3~uPfYREiJMYp=k>mzpT&Q1#c~nQORBT1_Uo;%f57M2BACr zl-2J~IR2*g?aaOX*y3q?>`B*O%s;zvuQB%IjNNhms_3)KYsolxj~LhA|2MGMUp_C# z3PXH4LIj*Z_Gadc@7efYGfkdC?Z?w9Lh?PRH^%&`WXj#>BINlEN;mp9PyezyPp$c_ zB%99LR^!TvKFyPzftYjznNGruw^*kukIT1^CL~W~ovXC}fu#<^y~OKrcycH{oywvc zMZAsTz)&%72Mw-b+grTT4aQj)?XBG)*Z+hKcUwbkXN&9j@@x3i4fFQ3in^bLM;L7% z_%l7T#;{5Ip^^N zD>mg#iASl#ahmw~y~w^l)Uu;*AWNKY7RnjE^3Z)kuUFIVL%O$R@2m=Q()}x+@1{W= zbH*q*)y1azw0(rGr$KVA{vX8nrm)-%`)ZInQ!GE47Q6VuA~E@8tFQN=oM+|}X?!`Z z{i^@eS{<*C1>)yz>~X37pU1pZ#VJYlp{^VOsn$Frcg<@Vs}3n|X z-7I(|8J?k2R#eA{idRB#lRmRU@9;ttSWAk!Y|@0LFW~iyESYaxcN#rRtAdrOI+^db zUB$Y8yr10L`PO_R`<{poTcLTdcv;6P?`ogr6z+T2pUjnKVBvk{uGAW8gi&`xXFF`F zLNs^V5A;qOGOU2uwKUp@O-0Et3bU@lzIF8K&r?$;_Hn+I$o;2LpET0jSd_X|hhlsM zvG83Mjt`&VRdN8GWvo1bTjKf&STfLOck|_!uq$U{|Ip(=k>LtxFTt9!__CEP@~m`^ zsMrDTg7gVu_#N1`KZ#P2{ub+q-dM2I7>gm&iL5#4ax$Fz==VLZ58_wZ19cL%jn+>u za(qnIi+S9am~`~qI3yhq7O`}DDvG{fg`FHueAFbE3 z&$Iqc{`S;X+31Sw89ATrlH=@3(ywK^F06i?SG!30539YwTgPM7^P)&o{f~nAk2Jp4 zOmjkEX3vw9XW?yk)r~Q2z$$R1b zxwz7mMZeeQDcEr}x!1$!PoE}AUR;<{*0Eay@;^?)3jWRxtxrUp+kKu>^;IG8GkmTT zeOnlFW`VU&6;@@7akf3}a`)+fB1L!F<#b+k82oPB)BqXd-RvDbT=dMjhY9ey66)J{ zWh#TuFW@}Rr&ak+GJup|m&f^eheC`?mFyd7cMQH&iw{@(cQ`#$>)~tBF3;MpBu!$%0j@j=TDOruC%EqCytsaGGzB}K*$J)bak(fUVzUz2!@|Ilzv3%>u6Pz23y+xE6fOD1c za3?0@G(;nIegi&-L2N#qQuW~lBaAeD6Pi89{gXq9>?IWuxO`IGzW9Ufd(hkH(BRP+8I=+EV$&$C|Y%>61} zmxcJ(1vx+D??g&W7g0k`0b@|$&T5Z$iGhC6X|tMAy&82;}xuMBYrf-v1H5M zf~DDCpLz}ZVMJGR-6MKgPp1Egc8Acu3p?${u05dgI=`92W0#9{zml${`1G%}Q8%)8 zX1P=!?MK4<#J6JXl>Iv8Ns+uRd9ra6^tM8EKYo7%-o4MGa`HR5ZEk}3qk2yj?&KXG z1J{}CcLfgJNxwR9JDF5B!8+dxpN2)wLhZ-$Hy8YRpxy?NcrLaLGLOH2CC$lE9s`m$ zXbgFBpL(tyZ(@V&ug^KxW4ub8>73>n$`%*#oU&r%e7=@C)0e~HMLgd~yH`k=C+j6x z3t_|=N{;v(7TV!2jM~1k~`qthE=mm z;X8J0icdL}kz80C^|YC$*>Sar&!y&TFOmFT7JCnGmXa!2uk+3QJ!nt$I_EN*lC!9h z|Dab^|NCl@`c=v1mOFu|QE()w_Za;X+)OUoX&7;Vv0Jc9YHI(5C(HGDmcM=y1(SR0 z6`t3L^lw4zaHB1U{7}DNG}=Nkq>5&~#a6R_JJ zamQ%A1yV=R`3>?E6^G7pMNK2#h#74mHr}{j__>mQE?|d;#iey3+@a7uU7tsKbrk!~ zCPg(qQAI3S=653Ir+VCug9q`1x9GHn?P^1NFfYm-fCggL$+URCfJ12rE)f&<6_17+ zC#N@4l{+U3>#}ZDmbegibLulSe^UADKUQ9i0T=p7)#+utrG$1{cw^RVH;}vt+fML) z1t<)sS8{$VhE^GNxs|O)@b16#eYT#H=`dMKlM{Im`%EU^IS~0##Lld=n8Z0vkzF;n zz$a(IB1=vrr!Lo(IQlOMlDj?iTtC72+v(n!|K+6UCjRh~XnG^-CMKo-kJ<7f>{@|S zH)6@1G|owuF6QK&_*9LR7QuNWna-uhG**619NTWxca89mo*v_YPtm&^?V7`G1-^7* zt(OaW=f2eQ@XS;4hj4!bFI(-3Je%KNJZNW>RL?ycujgRTFR;r=r{pU;1MWRVj>V!u zIVfij!CI*1ov==o>^7=%9w@9(nnr)zKSCjW>x+lx@86+=>EBCU|GCb?f^8~dN=BH-h-guqw_2WpNEZM0Cp1E`Y zjJLZ!b#bz*=}R)?H1&ZP@UYgcSZ5t(6oYMhk#ewc9yjWB{x1u!VWLe%a*V*IzQ$Z2 zp5;_>S8-?`zMFe9NAjo@?lf}`t71d>eOUEZDTCh#@mwnZ2<1hW7}kU%JazI@%41N9D+aZktq!da*G*Lt6R- z&pvxU&sxU61Io|Ch}-#=xQe{HaA1sxNJbsX){gYr z531?wH3`zGPWUc+AL6BLxSV^{uhSw~^F-BU)Gc_ zw(&!KnRP3Pb@^&P*884 z-iQ|+d2~NHsvlk+N27g7?Fxw&eDem6ryJ4N{C<$RB-asLd^W5Qr|H#s9j-JnUTu6i z3nIfXC7oB&J?26_xSyxeeWAZ`FZF49V_b*6p6jky%dGrVNtbzN!#?1ZW z)Pc=;|hMRhf^-qX9tSI4`uQ$Lb&x98#GPDqZ%%r*2c3Wxo~(MHkr118*R z^d|If&(iAHv4wY*IC}@~&2rui;(8jZjwQD`FTO*kL0FQyR~Pet8(97!Dkj4y{cY0^ zC%q;nU_^Q`r0!exXZ#_qHyZypy7s}pHT>3$l!-Jv4I-(pGyw}=_1+S;9!z@b#4M0M zl1C@;@iY;&Sgah5A+PaGD)WwV<JL*^C?hT7n=4|5X{?T>NwGBZgX=bjAU&?eNL7W=HSVL{@Q5FgJ^gL z>+WLZ9~i$AZbN0X-1B-&_U%Fc-q4%njCO@9xa=KY0io=h=>)G(_}zytGw`q#-lVfbfB0Nx>^8!siNRV^TL6=eZ29j81E^PJHoI7{b!P2#_v;Qht}rV;>N8;ewjj!Zj4nO za3HHk@5ax8bZaXD>WZ;vjFn#8se!payB~tX6TGq$*Pba{>DJKfkj!16feK(y5l<-@A6JP^1q|uajYz3uD*mOPl~0#;dG8jukFmN zD6J}Yp6>7I{FW!szrv&pzGTP6F7eT>;DIv>*KDZ~K2;tWiLrk{ytX`;)r+|nNe{VH z0mwb#uf)`?EZNPM7m)NfHl)7I!$!OoFYe&Sla17vRc(xOATO5Zg=8MQ4vW0%L5r`P*%d}%?1T7}dpSor_ee33tATF3wi0vy zlliXThf-e6z}wtyJWw?DFyEBr=}(P2lAJ5}a=3A>W9y69H{ZBB%pF^N{tZ1^WBpJT zHHKV6w$&vmm4}v+H4fwc;=6xI%e}5Qyjp`V=|-@*a8vp*wthKY+R ze6$#2R*KzUUkwigew0n?38HFdK`f7`3Lj zo(0oVqUUls=woNzDBBDmJr(0d;8+ny9_E~3{4ok@xAFH%T7S;Q`9{q8g6Cn_ot4AP zbi2JuKZISpJ)2dJ^3f#rH)6wA=F1~s)!vmyD!TR~F`by67p>Xb-H)7mAyA(-e>!ry znd37t{||Ii?fd^LujHyY6>;9ivver$i^HjNm?w{)Ipb=&zv$>Dq;F$s4>(PyQE$=o zrdJiD$WC1q3 zj>iKbQOme_jycRosaLUq{)h6y5Hgm!^6tR~1wJ1BOz^7l?@D52|%LrM!ly3n)8m}DAr3zoV zYvq~9MZEQ_Y|{|JU+``pzW>O34P>|{+4Y4n(p4qtNNI58o9RCFP>~#lp9u?_o3L zN{mZI!>l~~5>pnjvIY;0mA^|kY6*l+qgi|0NR9f;U3-i@fj1xWPM$%2f_drH)Skaa zVsNzF-gfY_O;;3I9~Y_s!UjvE50m+|QfsFb5odm5ie#-Yy7UZvbmNuP;| zKG|s8WUX^pUf-C<((lxQzmAk=j->M(C_F4H?_}k0_8bfMML3kZ`UkVN8J%;V;1w9` zhD&N!zl=p?=zf^<(*2|yU9uvw2hEB=y$3Wtjp2VG^ zMw!9VtbBOcc`wlaXxv`H>P1G}NM0(c-vRl)j;M@1{djI7ri_I}p8Wpi-$>W7O?L3gd=YM2wVQ|3G4Hgo1d#z>Y)&X|K$+t`_X z{oDOamvi2S+Ji=(E2AzKQMqP1M@AY9gGcB#Tkg-(goUo+-WShV6ZnBS;%qa;1vEd3 zJ-Oz~6UM6{eXk>C%9+>G_)^*~C+#3t2I+d&0$+C)=8Z)V%<7*uc<~mUnnSfDt#fBF zD|Nr2&mB0J=R1S2tg9S)yz%FYSzY{+va(&&WCmS|8!_6@{3n#Kw~yeH*Xtgh(}3re@LyWSv85 zKkOgvr#v0j;>7*DTGK50tXzM$&z^zFY%D3sGg$+F6cdyLZ%JDP}r8*!$S`ML#-QU^M_TrZ*9ZT>om%v1;2XwKW>^+>v; ztJ_$=J77x-n%_fC`U4DsePyVPgX~~h9A%tzicI&#nWPNk{i5`!Ct}Cq+L=7P#W{Wa zpZgj49e!Pb6}{aX-^_sGznDH)y)pKUB^ipojr1_= zFNuWInwf9Jg+94jPR*U(m*t~Z`6)d|PQ%Ma&dz#))VRKq-jDI?QZYTzCsiDGs=W0! z?;Y#Co;b6wF(zO|&BAx-t3-D?pC9S-Zn&O0*Zm4UU1I!Hv6v*o9mfM%bD4XB_d9kz zu3rGRWc#~VvXwV472)ZU{EpWR;k*4+pN+wG6rGcy1XZHLe^^lc)72g^z;ak8s--edDxQGYP4_7-csyf+Bm-HhE#)*9z~oyplHX?YcjEFMd7%<(i~HfNm)s}dQ%V%QAYrNdzl zN6i=W)i8HA%~FxD0lB%0y^G)Hdar`d!oBo~I~T$|X_&eFe0p@jpmW9AzdSJj3*L3? ztH%8n3KzlRUo6QEsq|E?2%qQ7wpppRz;TDmtNrPco>1Fq^C3Lb+wME8o$3E=n4b0b zsm+k;IvZ(uFzIzf;TrsXnAD*Vx!C*Bv#F>_z30qKlbwRb^m#-8jNABjJ?!&enHd5V`Ei_hTTP6)m$gFf#&Xiw;5^>7isYe&jX)|%&W!F5=_nAl8)l?Tz>e79?iwq`4C%(8<~3#r+ISSAI^TCuP=wkN=K)2 z;F0)tkfVEx@~JZOwKQx7{c5gf-r(!ZyXhA3o)NO=_|gLBnnN(Fi>?$^H^AUMBc>kB zHr5>CI%ytFbCrGskEHJMyaH4DKsfy#4#cNtymK$!-bH>raj~7hGuJIO?qo;|qgw~s z1*KGVUB*x8!B7Na*UG02aH4eKs&j<*>-f6?G#_VW1v&03mQH5r1~%4VPu4o^$0zei zT7sohA)HEH`>|jYR&Isy#Sl#8>knx4xTtQ%##H&NY5cN0yT4qO9t<-ea3^ag(qe&J zQW59gz>J^yF5eq|$LS~No35i588;of&z5OZ0roMv_cii9aNO5e^)a_A5B8_`iTtxa z>(fK3G&Xd=0JNz?1CNyUJOILUI&bD~P6NjQAo= zD){;gcJ7!td1Em<~-Hx@a!JajwK??4jguznQ1+ps?U-1{4Q zIPCg}tm$;wXq;==+m4)_u-R6~UlqLbKUwlL5tXj>XZT6||Mb&-AEWocYbzAmvMaOj z2fV%lL&o!c_D{~iqF!FFfpuf{RD@ImTF%1#^o&SHi&?m~3Kn^O{0*s#Mcp-Ul+NZ?>9NTjj5G`aK&%b4O@@`JtFs zVST59CpH;jZ2{Z2#oqZ?+s*aIRq&|=>6=K-U8mp7Wy@Gz6Hi;S`+4U)Bg((Rj(_O$ zx(xOgT`q8BQTU!BY8SF)mCuiGMoFA`N=)4%W-ozPYQ|lTEjNnhQ=NN{Iky8wOsCfx zzU(WjUTCgN2kKN8S>P(Tm0a;WZ`=>f8~8r^mb>Ho&p7iNuKggpcEO~>jIpn)h4DOm znb9}%Y`TVwl>cv~RZm>2?u=9~3D=**pxbEjKl4iN>Qu+|O7xw>;-y$P2*NY)buD%* zXW^q*eHhN{=UO(`lDQJEGu$zVOazdvoK(lO5@vNrZFtjN{hv;tOF zIOA-b989l$aPe54dWpX;5L4+VbDT)b_tNygPBqZ%i0|#+S+f5s$EW-F4URd}h-dM8 zU75QM3%eRMz0k|SdmUDlmKz>t(Q^=;VdS~|yxy3DF$ z^+Ue7oKL#?*=`1%=$NeN7;H{^l72@+`alse0e@0Ur?aC*(B)ZZ-e3+GBU?4ambQL> z?vosUl52t{=CgSsbr%-jAwq{as)*N(S$>_ri(|+Og)5tlteXsnJYAjx~H_TSn5I30?c0jFbkFt5o+kFm1~OZcvGkc`yxjTT%j`CoPmUK?dHUAUIk_WLU)<%1 z$_vnc#C(Ob`Sj?gFq83d&dm^j`ub={}>~@ z%2QcqoqbBLkyu&eWcOY%{AmE=b4grogbmJ0ZHSJdpc<5S8~Gi)ZdSOvlIowE&1xUA z@g+0iu^85tv`58%B^ss|MhRyQCii4aY%9a<%j)cndy4;?$xn-M?HZ9(hZXr&ljqqF z;oA2+TLTZa@NqNV%L=kz$w(iAR5F;rzSq5~B_hs(Z(}&_g%P4P8lm(-_U^|13NH7W?CQGAl4oca4@F1nJB=oXm5v_&Q_V2&t^# zISt>=z>GJ^n99D~w@GE5&#`lV=q?g-nGf4KaxwPQC1Ik^k8<252;}?v>;8>4N`9B; zrO$YI2u5tDQTjlA=d2g`_-Q^19PjSB4s9kCDBTsH2 zwGNG&@?>>dr@l?*<5!@VnixmGDE;B~=c`n_Ihw>=yFVjNQfJ~Uk(zE^6G`gAQ!R~l ziky~ytV7t4%3D3K3a%vX85XPcHQ;tB0~u{&C)DfuEIRozi?VhVQ=Nj~__>NtXBn2l8a$ z1ZPe$Lsq3lo=^>9^G`C)ExdggnR%W!6T;~gk~$OVsk2M2=?m$79a#s`W7%{ee5%QA z4SDt$*w& z1+6f*h!M}EMRPc&I(hm$W#?Bai>8|DH?l>(FKrYB|Is}4Rn~~WePNmXqkZT&g#2>~ z5qOB1CDoPQE@ai`c=b1||3TJ#2Py~C>}qlICdqANi!Qu3%UrpcFW!aIN9Ku%%IN5%%Pafj&%N_Fs=I$lWt&sW8#*ggn zEQ*E2A(GxR^>}F_+e(r+h~~x23GdRSt_Z1a+=~1f4&;8?EGU2Gz1(xG0fRh$*}@m^ zh_AOHlG>zKIpY~K^Q9zwYaTk9Cbi_A`*5ud-{t#9R{KsP@qT%~1GXOypLy7kHGR|k zuJ5c@9g|(}YrVVPC`Cn3C1{=}$9*QZydzg+=j#(B=gRhZ+?e3+HY}+`yT@Rc%JCnF zfTKiKNw%NK+8agV!*H7fo2&`x@9bW#-}ZL=RGRdZRd1rSg8%#&ba9$mwv`= zSy_&ZR2%x;|1)U%Mj;3PjX|m8zZb9flRdttLtj>8rPO^?mX9v>JFBc$(&l8m&UcJ~Bwxr= zE9A1&WZ2hS`v82Gv1TkDcXrJF_;?Tm&Vkl*a>ldbaE>$9`ujq5wq;9JSR99ul?(4& zXsnr--46@jV(mDHj^ULt(7eH`AK?0znCQu8C&{?y;az{%BU#;A&$ure^<%L&Lrm>4 z2i@6lHiUgy;ZRxJ9P0P?IFO2vZN%y&Sh6>^eo5br@<(F51g59! zXKHen;*qXUNUgzX=7r1g@=V#eB)#+G{x4bYZW87~KkH$Oil!x^_$^59O}ooQQ+oCO zAU~DGuj~kV6T7B3tF5@uv?Zo74*0sW?%W)?isH;2sHg+E*PSStpArjK%J>RzbLScoN{*7-wm!Ddb zbSWFp6%+5VAbULqKztgR=e0!g_4x`g{d8aY|Cg+#({yW>FM_(n~%njm2Bz{!y1mSPxqf>n1yh9i>AGyc{1OAZ5AGau^XMU zH|ux6IXxX4^T%QyY6Zb@G}(oPGn{o28M}FP63-uueTUJbICkf0aWC)e$CjO9?Ez!l z2E{w^|55Rqb!CZzDe}V$BxEP|o%}P|QUA$Lx4~u`xiv9j9u8$k^S#jD7pGo=OfB+H zan1ETk7b?I)lkYxx>Q2Wv&%c_kcw5!jQO_=@B~a=q}|alD%4Og*6m_{bGVeijJ0ynS{NVdoL|h@S((!s8mZ#6 z3kN&ne?v!>Wm9|ptOkWM9iMKvTY0t(_I+Takyv_!8LzYPpTgC<99Nsi&m^%r>FGHC z8tdT$J$O%`j!{Z z8SRYmxS7f{SyT5RO|w%kceC=`F3%g&k7<8%{GA0ZXAkC8&NxigJ6#(t`%n0fxK1)BdgQyZ?ooH*e!%oYC5F1?j=}x zy6kZq+wO((!>oUleRqqCUsyAVE#={s^$=V5q8hvw@#zK<)4$_bo=OeD+vT3_vP*wa z-4#z8W9l>bH;u;WyPi7PBT4Dbx9N16=i84MBh_I?v+WD~xrp=yVk9d<=kr%8d_2x` zy}Y^zLtezo8Rm*Ny*hz*n^<$LBT^l8Z$8R*hA?NYtG!CN*GXQyTfUvnho6v9RRlK> zMSsG2BWwP_oa`k@Ro8UBxDlR>Y1|(}!>gmPAYGkj$sBLdeP8i;ALgB6#3^$9uNc`B zF1b@!37^u}YO9g*?K00cy83+=4>e@tc)H)^?5sW=V@?~%wwGjrQy~63gm=>~yPVE} zRo2@q$BTIp_{zGvGC_-5xos$U-K)0^nuSpMiG zLoG4x$>gqNS85K_VZ(#2tQKSItI(b=g7UO0bsC;^wXui)9>lkCbS`ay z_8M&bgJ1FtVV+}qk&jd$(h<3-o zVkPu%@wyK=6aCcW?Gte12He@^Uvm+V3a`Dq^S&`_kTD1E%i!NEc`Q5b-iLSAwAc1| zI&`En-p^!zCX#L;vk{$sV#PPKeZ${bUDXz%H?pk(Nk6$dy&OxgAwAtBhRdYi@#zRS zTmp@&MeR_mKSrdzEW&@5MUEtSAfMgNzSm*$h`;uM-=}O&g`So;z70E{VB0qNq&T~? zlld_@qd44~^L-cb`T@zg({c>{F7xj(v%qn*+apJ9_Ua&U^qlu|h4mpx5AyspcE0Jn zn!MNEd#T2Lu2~^_e&50Rhs0A)IQ%CbzBJGLin|lgJBmtqcbte@z#rKK_%W~S;)lj^P#s!ybli`;k&ZOG z;h9P#12Ox0{C%yEQL{^Q3e2+xF;7>2FuWaxg4A#-HGoG!I%UX$t#dO#}zt6>c`aE9dC;J>z-K9(+Yrf$48Z^v$ zksHL(7}!1s!_+>y7RIf~zm0uoh^O)JenRwAhTR+dJ5TPp#+)<^CZpkZ4*!P58zK8S zi&J;3gYk}q*xp9iWp4Wqk80sk zyE^Gh;WY!-2Gh4G|EBdcW3!0%KAx!cI8-I;xIAGlKQ>%9s*crqVdfvH7s_AFPx zck^CKX?9=qmxoh!H}aC8~8t2u5Lsg>l}rL4+b+4FtFX(2}y6=SP# zq`jz2P21N1A4&OR%p?cXoE)+*^tgE z<;^h<%T1|C*BhT+gmM+x&*CzWWnXsuSSb-U-AW<5gyXi8E#an#3jo#V$ zlqx~3WtAo3{~{QS<)fO8NQdEB^5}oQD`d6c8;-hFZoinuS*@GO`l(ORLfoWI)mEsS z2-A!3GT#uo^4eQG-5eXLc%2nn*J5&W-k2jdykh*UA?xMbeK2TW5{tmOH5Aw5Y3}Ik z5@E%S_AHyGV8ro-`EWPSK8J(v(YBHi=CVAsN~gmV- zzNGyFmxJZwbg^ncr~bH+?rf?4^Cesd^KPPI2ozE)v}NJy>Mi5N2)1TbL1N5 zr+alh9?v(fAALR>LUmltoW|DU#rGRNt0t22?725D`~sChB&KV{7tX$f#BQ`c6S}z~ zyHpOzRs2R07Q#67y&JIf3tT_KRmHbr<108Ffgyclrqke=-jtOgnr`16dGHg+?nB$X zS-lhQ@(sQ=o!=EBb4A8jnzfv>Cak}F2}K=H&5Q{v(&XrAE(*Q&lA8CF?AO~zp1*RZ_LY&y!hM_~PD z&PX?c*^q0)x>l|&5|uX^u?5W*IZ)iSc) z7kIYGOx=cdr}6D5e9E`~tbs_kqZ;&1Kg3=zm?IvK!Nt_Ne8&H?3-i!gW1QvH^VoDH z?TfSIbD8EV@vsvP8~8dab+09m_O00O#fk^%|G2sFHAs{yF#m2+PJwlG(e*v#+sR<(lA9X&zc??|NZVoJUZlJY zwS12|$S7;X(LAi!1E&(kts-+|*ZmyQCpka$gL~sho}88xmsw$X5EkTK`VMT{47*M2 z`Po@t%K#r>Os_&-Z%5K;tUeV_--W~Dn7&l>)xpl}jLNFD>|R=g?+3GWipV)fB%e#? zE6IO=F1?J@l7~O%|N6ZD86R$@<=ynS1x{0CvN8N}BHZT5>%Zg7cQmcT+Nw1C!gbCg z*maT-hC?%R!7sdf2xgw+s3Yn3zLEbFRV$32s@TaQYw13m{NiTq-A1he*A>oBZ~1YK z&G(q8{{M)+y=8-L;x<)tx3V#vrIzsCH2xjo_|)<`Mt+(}*Lpa)wC@1Gc?| zi64r(m*8L9`0emB-8u3^{~1@v-Qhjo(N8$`Des(#XSs*i4ReO@(9Liv;aVd5&Ym~& z0CtpOQ=U0I$L>_KAMS|aM$Z$V=03}v>E80dw`9Bohv`r)>f8%(a1HEU#?`WTU(q$$ zG(32a|1L0>WbbF{|L&so5KPD&#_giBGH-Qr{!nb1L-ucUIRx)JiR0|;TLiD{$$tXg z>6W@smVVN!1uT0~hD$~DJ0Vlb&nh^M;OjH^{ZhPYD7Sn-%m46pJWsR~C0VW6M;!Fy z@9B>G%JoMpmZm2_IxxJ7UH4!{zE!4Q>@{q>!}xv4IFXmK20yD=-YX#SI2{%^;{tdb zC8Ba?t*x=X=JWLA`4c85iI|hb#43DxhUD~`tmXZx0`^Jij0z496L&E&BXlg@iEgy0&SK_) z|Hy92YuN!f+q}JjrXA#q1H38;(H`>XfBx#~ud)R;|06zcGtLM;-z|Pp9Vx3|%i-r7 zvYNBK2tTBEb)IR4q1UtXDPufA^TyB^C3jbc>%rc?+PU9|;l*;zB`i*zz2`{oCURDg znpKLaJh{oc>*3QM-j^CTz2}}L?Nfj43zHpYkAYYP&U{paCl03RG9J&}pU(K!jI7kGc!maNh^3F5`Ku^tFJi|Qa`D~#)W$fQ zSdy!?Z!vK+nUl;tPkZlJXr|tIcXR9w&`TA;rtJEZ?kC72r}Fz{*uF~cs7%8q?0kZi zw?cCmREDu*h7m6-%&7UMo*F+Nv3m^kC!0a;h1x~FF}L;qR90OEnR-UwfJJ|@Dc`n= znWwIW%>g);>i2_bwuLR5eEI-99*1bY|2*UUR4}<(#I5$(XR^qj{BtpXmBP45{I`mP zPTsFAM^(hOW8}E3;(A!_dj)zM3iCvE+0OL3y?4?*y(+G~QOMG{r}m2DvwHafBR9a0 zqB7C5#&{ZcQg^eNv1-FTdxL91;99ueD@&!u&b8v~2DsFhVgBOh#xVPloh$Gq>oPtO zVQ=z4D)x1i4XUtqsR;j!FAjA^AFMpp%r}Sa1T#Lmbf2|shqOG`RPD<99}<-RYk?% zYX02h%BNPe`b@C=9%t;%krVvab%5%VFGt_e@V z^iR0_OVXokuIS1lyAQhhJ} z-1iAYQ#-r}1{?^bmAKH}zk1M|X4Dttm@nws35Q3)BlWPp^6pGyJt`9WU{_sH+!X5@ zx&Ekuy%p%vx)AZ-$f9GR-&u|>P3wQya0#xbB2+4qr{mltR%Fl1Q5e@(4wz=_cZ_uq z9pAvS#yptHr9H`PYX*@qeRP8Ot z?L|r*qkf8^SNge?jXU`+ee3Hv>I4~RyW{rAEVXHJh3xS^^GH8J^+`#e#)}1IX~w<+8fwXjEAeT=^ePtGe@0_GY{d^PCj^zm2)uW zP@c>#iKFl&D@L>9HGL`164R#@qV!spH8pdLB!Dw>1Oye5+T_s@}n!etdI z%lNG`#BOvwv);d>&DNjb;~mDBATyONTp<_p*GKfLXWVe44Nr8Z>%XFH3yBZ##G$-4 zURFvyq+(EQOyA?MW4cdX!nJe7`+B;MpylTUk7q68pZJz8qAwe{1AGqPi@un1le4qh zqJ_+Nh4b3N@?Vx*&#SW_oP9uzT$|sEAHR6-UzW5r#?v%C1cQIW{LSKTKiBsI{q>4- zHt}b1yc}dUKN%aQ^Y#w;xp=u{B~mhbiPbal-j&kmDDM)&b*bCNVyjIk(_;@aQgy&CqH}#lOy?QfHSADy^%~&4X$SysT^iB$DY~H|4Jr#i*CDJ zF`O@lU&QL{S*{~rq}Oh*!rZ$KvhVrX#nv8<$X?zHNjr^Q&+*B8>^s1Cse&K;vjg`* zGurVy{TDB_faXDR#J}`DfG#EZFuT8>Hgfh6|Hr1M#nL2tWMAwyO#Ic%bsXD^@NAyP zWff;_a-Zkht042Ik@CbST~8p78}z$lRX-75gw=cbENct$ z%^|BvpJV6a5KN{X!+SOTRAy23dwl1-bIoPv!SHMO<{PneKWTTdWw&@)>GxM6EUU+I zKQfi^?tuEKtk{NOd*e}d*iNEN7r5O6lT>S;Y(A`vQ7@ZO?&ITKA~vfJi{km~P;Up_ z6>>@!@>jxsDqB<6;7b1n8l!>HdhpU&=Ij?)cs5=P!?TgD26kXh`hV2&z4v~Ywl!uc z`S)EmW}Qx|T))cC>F1X!m952JdJcR_)*v2C1+z{3mdf?V!slgrr1n;NEPT$7_Zt5? z8XijTtf6??=#50~<8uEY{GZkO?Tk2`<#*C|WiB zKS0h(uh=|QO$Fd~m~7Bl|&MJkD-~+-odKpMb5h zP44-8A@cLA^lHeY)_!^OQ$O+cwb2HO%zXRaEdq|jq@H};*DCT3=b9 zf|>g{_GMK^QH;sH^U4rNZTDA z_Ita0vY6j@`u8>-wZy`ma>3Vf@C&s6O&lL?go^C>msKm}qMAl1!XLM>tD;d_@Z>bd zq$g)FI=l?q5AfwVoVb{t%lY5}Tv{N?ihIAZ<2$;d9K=gIt1 z2b=f0!Qf;V4e+fX`-D?(Ful(n_UZ2sc;9H>(65nfGL!zP4xgvFAJOMk+#h6yN%w}- zBH73<-^0HrKMohSgK#AEF?;aDdl>PdOmG{?BShmCSU$*mTlsXEY_bmSsRA$yQn~wi zI7!#AB7K0z8F3RSSx;S=$F}3$T-N4k>d)j~#w+PZ{5zbpDzlAf+G(y@BTIa29?WX@ z+zshR+I!GEo)@0<)4B54X!nF6<8Wx4PpBoKVK@RXIDb@AHBv0 zS%18MoN|0U6b3ItwH%we@?>pUr5h=WjQR*02by_yx!P$@dUmRx;8@P@0;x>dl!obU zpEa2)*wa-W8B0d0%r+Ap&x^HzJe|6 zgYX>l*FLy=48(uo)l{5WPxjaNcN4wG^X6XAItpsHv-2aff7Xw_ZqyZYZzJz?Cq2FD zrWhw(T@Jyj^I6&-POlqhAK2tc-_df&VbJ=qkY9JgF!ewGFl&q!1086bHAUOuc8zR$ zima4cY<;$Hm6eeHpi`%zki_VlhAn> z@~NXg47b0>jO^TQfQ4mA`I$`i(#@JlQ_~{Cko(HdqnhwxkMpg%-ABZWn@n9GGeiOsb(6SmkR*9ykebz-BUBT;H z9hDCDM~RB`0nQ9sN-j)Yly@*bHF+jGrncGh5;1-mH2Hi~fax-LSlkubMTin?*;jqr}#~JB1I;`W{tk|e3=j_M& zhOp0CvGp{%mtC8@zc=hh75H@$t={C*#VmT=*dS!rBizs>*PUL}&WK z_LH?z6>%b*A8}UdH+%!Fr*QLg|5EKRs~FpnlkR~x;X%Inl@|*u+5eoldXDt0?m7ta zxg%PI%o@Bs29LV(Zr1B(pJ-Mi=6>I12xKKd_6}zU&3bX%l~3wpe|CW9Dt)7fNX^Tm z`Q){N|IWhiCT!~pkAub8iDtN___LayX3DLpw40UEe~O--*mXWXZIkKW5Dis~lf8mp z(PjZpJ_+-?Nmxj);y!sBrr}-smoB5j-gFrQrCgzQ#_RLs%_V-P6YlHc>3M%&OUetd zJf8zUrbSOy|>MFQgUNr5bU3NL=-uNCE@8q+rb;>ULPsL$Yp^r1l zXI`~5YDbaW8y`j+{RBQdh25jcI8PL22iY%$=-DGG^t>Xh}_sA`t2ek@5Ifk8Y*0@Nj2ljX-+!=1xv&S2gKpoX(TK zz$W|ad$X!2pA_Y(X5MKAtr9ZTHY2BkK{2|gH{`x}F^x_2WP`!9Je{@=(jiX@a?d?k z=_<3xWRZ6Y|I87i*R#9^e2;Mj{t-WZ!^#ehd4q2rF;)xjZXx*v%-cb?s_dNSxb0$n zi>ucWyt_&a{7R>EHT~I$Z-}XM)tn8Ti%FPUU{yyROLkdC&Raa0`(M}6dOfYu6YMp- ze4B0^;5FJ`=Qwve+e$kAA~XIqUS00*ax(8=mOsR6qhK?Ff7{C7ReX|lYkwJ`rM&Vm zTT%}B{6=(6f!rZ7*rB|2zS(3hxmSqS zIy{}~{1ePp50L&H&weaRH=*q^_LRWNcX(hooqloFO4`h(XLG*He&tmCu7NcTFe=gb zya?~+omX)3Cw31pLcXJ|HZM=d&&@K=eeii2p6SOjA6H*u`&J`lWn)`fK4}ifFEjoh za{1w+w1;Hk~Vb2nd1 zz<{i+tp=faw5>?1^|bw&zIn=+Yo0aoUvC*VE2OfsEi2is#D$mHa~bvyqTAOjKf+ys z+*i(%+f>27#P{IqeUb_kd2aYC7POGL-h{%9vVR%AOy}OL7nw(cGAujF8FxBvy}!?Z zQLa>OGVVG^9ZTo8c;o@RPDQ4C-%RhVT1M>6yUl%?7&t-3JpHXBHZ>3|}0}f9Lz%4F9&mw>=g-ERTII`KOJ?%NvCtjI7rCqR2~FF< z`9`soJ;oj7{qtFpy+UGu_k8RYLq*nLp}#lJ;&>Y?Tt z@Qu864{t2Tq~_lJR_4la^&xW)4Q`}+b~(IV;CNH#yyb{*`8<81&xLk!T}%ADgBP>@ zbR6W@`@6HTmK#46aK2}MY7wpU`*IfC?uz3m_+@qa2nLemWai4T1J?dv ztRJB}k6%XOMM<%7hH+k!%km7j1?>-T`~{A^5{D~`_;l5|pZ>Y$R>d*hynn77ogRc` z9hZEN=bP2}{uNm${ieInE*#JO=n`Tm-)vSuc!yZoF6+&KZ)x_XyXF{vJcV^%!)z=q z{=w$&jdC+TO~=tgWby2ayM>+~@$q+jlzvp-^UogdAH#dO$MutuPIm>=mIaeACp+}I z@a@?+lpXk;X!tX&cA63XrQ2BcKSS?MkgiDDL>}!0pX#*x(D$`EkV@UlE1a{K<+a3Z zYS`ya?+eCE&%KUNSPa1`LBKb4U){(w$usx9Z~bn5H@zjmu-*Cw00_JS^zOtbZ&Qrh~*_p9~?+j<9?s`YwDaWUK zLHJfzIuF6*7f3dt(F4xE-Fw#=Z$}|AvNH31*#GP3GIz@} zmyvX?bF#-{1Ye~O$Wi!l5lwc;2+L_z6NCO@X=(W-ov!nAa20Ny>isWab*0(lT_X(O zrPjvFwP@}(|K!zPKF@B{%;)FHL)j;D0wl8vZ#R7gn(_9)u`KV87QI){FSTv9klh52 z(xdhS$5l1kEaBY=xLSpmvI9JOmfAU^F5RBspZ2i%9iN`}&INpaweuFT>{a^BhGVM7 z{l(YWyW3HQPk)Vd#_8|8Nyf?3-EEkaT0B`h@Crt}DHCL6?t@021=;nEzZI+Q6nlHI z_gdb~zWh{)%Ko`gyzoyUI#2Z1BJ)6w=!Z?I*WHMxkB4Gk*I*aJ`3;y?p=s{+T`p3) z(06|bye$T@3;PPXKP^kG!`JM>8ce@>v>DBowmg&?9ka#GRide`cUp?1!|0uw%C8r$ zr9Pwi7kKol`LCpiei0k~@Y#thyV6nPaphv~RCIO^e40g@WBBU^XxxV-xA}WIPfim1 z`@>^5E1ElRiaBWkj4JWuXxa98n56HhY}4HFM&pH^yg8c7{r=6Fdbr!ID_uDIj6077$9q2LF;$e zeGYb2z>4lN-fG7+F~T)CKZg!kH@ru-Y=X0I^6+>#wkG2Ov-!v@YIEU}sIfKf%cVK_So3vx6}6(O7x#Mm}6+-0u9;#hls3=q<(nGV|~bvu!Lr z3{DG4x=Uuf(UGajcZBg9v#1;feal0+yV}KZsbY|d85i=xqr5(q_YdTq2l1z*ID6B- zT8?~Kv@I9OSwC=s+|tZZTi|yO*$;Tt#b0Y!UxCjrG3r2BtP>pHW8tOd>L+D}A@W!) zvTMS7BhS_M{|hqkZ7iFKJ<;$Fv*j{ph>?;Ag#w6wGMD2pis~mkg zi_^L1VslLPBc#UFnb6xN{u{yd8~LjDu=t-O>U25dWtWV)`EC-u4gd%Q~T~ zvbuw;^sz}l+b!~F`nLSUvMzMWv*gqjD?`q3-d&A{Rw0j%%OcQFbqMfOM{rDvO+hyjLAdvo@r8;b$xc?R2%3`lb66&OU{lnLIL)u8+#! zS$*6BvZpyWd$X$Z3B|WLRA(U$lYrmvp(6 zrm2Phjri&9{dC)%fLHJH;U>uCs{1aUJ`9$5Qn|tZk@F_)(w||4bB~74Jo0Xb;$mnP zHQUT*M_YWI=)H6}Ye4cTa2g2PKQUq;`#xoV2j`}e+Y0DbclqWxYtnEq{fCN-Jm>4APVE}cjFZ}=_Mv(j7pDc(N| zQ{HBI7tyf{x6unpt%pG3^uFW%!X0?@RYcjhH-6qyC(T}z~~q` zbC`b}NWa&+sV0`57`rfkDFi=eXF5BT@Xm1}?@C!V6(|ofbALeo6yB^0fip$9_!=MjIxj1nUNO=KWS>Zj=Xv2h zOwNkI!@biU3MJ_N3GTc}W^&b`tiMx)oKip_74{F|{R3e1FZ4c!^4pI17D3DMr^<4k246+?{n#?c zb=BS?A=e?D%rO($eJ>e@L8})(r(X0&n6blLw8J~!yO0gkBpk{FxTPHRPk3#o_G{~sfC;_9I5A@JIm#H=Ri5-KUt+ES*Zbiflt!~ z_H+3#&*xtd@u#z+0;$hKDRuiUrDJN_S0<~4@z%(_i(QeWZq$P~m>SK8dnfmp(`$FV zzuJ*k9?rRMya75{8{L(@clmiw4q7g5zjIxDFwL`%?LRWwIX9I@${PP^@(=a-QXanx z3y+e!vj6@m`YreAB%lAm>nojoGYwnf)F8O0R@2e2+3u|LA^sZfU-DyiOr9MKh`>5Y?}FlS)> zIbNlE?By=&jAW>Gs`Rrpi6|ec<-G|8wUzwOvjpeJg*bF5gK!)1LQI zfuja47=227o#2>pa{WB$+$E>INB8Rfy3_n}gL7N5Y#YygC{wP$ zp}EfgfR0y@I-i8x-+mTeGimZDTRW3`l3ejB6sw7uQQl7__{s%e)D!)=3QJ9p%jLY| z`L3Mno7vd2i$7YLUB|)TAMZUYGA<(XAvrc3)ZZ~1WH)50v}O0gBC^xl^(Wfh&7&Jd z$^rD*i_FU%@eyo~H+m|yUo2`{LV7XGvq!K5+g8Kl7i>Elr=Eq#RE#~C#4_Zz$EcA; z&waGRVUkLL`|#@}{C}0~m0Ggv_~>bt6fsKna^F?>ewprKe~_F?Ce3+l2y9QriCj_N zAh&hG+^oDFz{2hF?qB3Q4EwA642SP<9BL)QrLuVD(V}8-98Jo@a|7M8D)(`pWv$dQ zpR5)=4SA=yc{=?9D#2r{QTL&FMaR9#N0sThn})d)ve7q#w`IfKelEh@hvbx6n0qmV z8^i2yalJ+^XhFuQ5KaBv^vC@eSB}BbmvG`kG4Z(HJ87N{=Z82p`ztEp@DeQihCMr= z{*j!Y9-uAh+zB(XZsJ1xT+3gnrc4UdMFR0>w{u{iZPQi7xpd_!2xlKpXeKApc5o4?~*8*y+tBtM4IY>{4`txaT%rmX8mUUSGD&$=U= zdk`*cVao|@NWYAd&Z=vabeA873*+RvqiI^+ztKFF9ku^r$7~FL)i<8hF#lBK)t6U# zk=B6LeMQ_leES-s%J4;=v*u1*_S3&elbd1n9H16*s_IDcV0vtTYdo6Kr9ZlLm zrz{4)F3U})QF}*btw1{eJ;jFU{;$DX>2y&C@2(a%>BN13nJXQgQmOg^Hg3oF&G7CD zozzC&M)ObTmSiRj z9w3MOkM`*~l*+c>IO2O;tAjZeus$npKc+#xp}kI*$;#ADa8d}W!Ww(_g@GKH~ zK)eI1%g9_E*^r7Z+2vA!H_Nf*a~X5F_p&0bI*eYxmhODf9->9bPNneNxh+exKiN9a znN7v=rI5?_%G20*25Ykd;Y#?g!G&a(9kOZa4VE`*8~+}l!9Lh`I<0>vv#QT8BE3Is zQVX^*O;QhQwTyHNtV$TQt}(NEpn)0VVk6`ZVS2H=4v}>Hc>tcJ>99B7%_4i9kxR)x z*$-L+*P5~ETT%NHoKs_YG@gtQ1=)E&l!Z0<<_##N<6Z8{oaT&XPid8eBU zQqef;#9&La=LGEA2(xOkPbCaW_k({O^C)xn7PkqBT)96^2-8+5qH2tc} znW?T|&SwfRL{iGvuJ>G1{|HF*;gunB&x4yaZ6W;DeT2cP{$E%}6 z*>^PR!4sc|i}E5Pt6tI>ZiP=C;PJghZYtGnVS6#yy~5)c;Y~3o54-Q23_xHH5SCs|}mqW>fm!m&U0MEPNTx+0mc%B=uNU zl&y7PR?6r9;(r74Xhre*iaEL`3_AJz7EMtqC=HBKQPwyMVp%11t%$f5Kl2>qSmP~o z{01}Q^Voc=k$>jV*C4kqA6GF-Y3xWni0rqiU~XIw%ZFs$!J>bY2w%ltSzmvl+3a8Q z{BqpR)yq}*@(_=;A|ZPeiiqK^5J{)=63&@w{JLV`MLf;Cy&2>BvoJfR{(;0XEY3Z} z4{@LkwjXcICayl779**ynpHOM(IWefy3@Q9yK2yUm3&>7Me7UKLpS;B05bl{k1Th3TL>l}}&u{?Qn|)7XD`f1AJd$Jf2Y)0uSq%Y5|{to~wIJ7cY7 zRT)g$g5B%!U<}4QN#dh&!X!MZ1m8S4K8)U#_~AVx--(Tf^K`lo{w>2~1>duU>!;ap z&hDU&Mmd^2)$p?=se|}6oo};)dZR1%68>rr>jp;JCC0KhEmiDaFlSXPXmABgUyx-k zg3+sTVlg<6^v*wgvJh{kIw)JOP(;*ZW4Xw}~xFS(^G8 z`Nq>27K^YkD-7=y0n7Ms2b^w%(}URY66qT;?L&;n`uf|IY3q!WU@@83R3q=0Iw8UpgNDhW%8B)6O_4~YX7`CNK zWILmMOu|4>pF88L>D_@pb6ayErPw zJLwB|7fj}UoB;Oe)0JDLrLh=QZo_B0DpQ#O^vXG7;ak^Lx}vYRY* z`afmUqd0gFsjbXJsZO#MJKkbpAHS!uuPmM{GuF%e*U&jb`RO0JXNUM~oGtBDD&$;) z=}+@iIv-^2ugy;rT|u3UJ)@lYfl>c<!sg3bVo`9p{_M6S-^o2voE3=uCfQb<+^c``c(kc{4LWN4y*(@0{rW*|@zQ4-F9^ zkNf{Cb8D*Mzv%x~c(@Nl*7D<7IF86$kDIb~-y0AE_ieGU|b6!jT z zf^o*<-8!150zhe=$jZ@UMDk>M4a1SeP`s6-EM}K{SPupGj z6&Eq7d6#E!H<=xW!{lk1pq{v@Li1U)ea5FBkT@3OK5^7?F*2B}j53%N|IxH3UZhXc z8anqh?)%1=Esv+q*wr-5TC?MfxRmzkpk0-{ACQ#$6pM{Blk5ZW^j49%R8D>ew;Ho2 z&q&J2mE&3W690{)-@AO<9e3W4S5pf-m1|OWe-B*uk`>Cyt5wCxR({LwvsM0WC+Qdb zxgFouvH8*hPMK92^8e>J-$@oq79K9c)We1W&VRvqkH~hPn}b@??h5*4_hr6eY&71D zBxZ%#FSv3v2~`T&Y#;tfC+#tEZaQbqpm{skRyI=Z?jLNH8)p1ccu^K&1HAf4E-z)a zyT-8%*?K%(4#TOehrG*YsRVO8Rz8oP=aDsxcAG`Xb#hI8`W54|+_nA3SqF%XnRNXF z{zpPA{lU|H=nP!h#XoxrIevj$aILd{$FX+M{-y9;CKb19(dcV>_|~^kbGDJzEjD# z6`MEkUFtIQmNSkQX=OzHk&b^2H}{qCZeU3*d`gw?T9|SsJyVh9Pnu^hz#uszYYy*( zX-UYXd(S`qE%Ry!?bF@v2T`}qHO|NQQy*gI@yrbTNDalByqR@kgV|Vx{x3iydjifO z|7_NdfXekEW&{+Lh{_%^Ktnh*CZz@LR)hIS(%!{|nwW5lQ7;y;S$B}WR_D_ESH}(z z&p$w-qN}DuAXiV`?jwVwSMXNZZ7~~f!2HyDtRc$2pzF_Yc-y}`@9Qtew=za;{CHNb z%XQH4j?P-gc|7%>c${XW8OE>5%e!!}b773E!rCb({NhTs48JX9`D|z9>icoobA`|Q z!tYG%D(mchjeb%g_tX*jU-42p^2~+dL89Oozn^7659ekM%8syup_P?S^|1R|NUkDb z0Nk#T@fV5y)1j13#@+GZ75={u1Je_I8;^#Oy^TJ_=m*HT2l7{CzDnP= zkb>t@-~S%gzW|Hn(0?9gx%0CF+w(LkSM#IcaTz;uuRXozcks!6?C8Y$H{n-`-}*o% zwR1|dtB&96MEx@uR6|Y~1ep(U=y;hTHMrCJq$3+g(EA}#P(uW@=HWZBXS+}SWZOzC z?ZyW~VLuJKp7s7ve!Jaht+4cf!oRnnpB4I;Y@)_k&@cRgEvl#9}}p{IYTPd!F--HWrm{rxvT{2xnq0(Rx}y$?K+Qe>=@1|iCr zOht%7LL?1RhC(V-M5zqTl8BNL^(7gKQjrWLp&|_$L`jJXQ9_jD`hV{8`(N+X+k4L0 z&)#d@>t1W`^E`X6b)El@;C=V1kLHp!GKa`X&Xt~f| zouSkfV*9aDPF%DV!I!b&=`8l5&y!>OKQflW)Wac`b9UDn`4IkpGu;2D?;ZGD1j8pl zA~Wt=Bggiq z2v{X!@~3)ggn4;7d;`CJ3~vXp`UpCg;3voHC9}!_Bwom8%ZT4+WBGIJdl7WLF+Y{S z;ZMbk>>tnhr<^zKrN7~1`X3CEMSC4a_YfmfYcAegjqbZiFxvJ1!>Qbl$y34ptWy_G z^+f%v#m4)LdVto+K9Gnyo2IFKe5u~XVe5e~h$4#gJr2 z`Pw*tTNVCBjt5~^&SyoiDz&JyUhIuUTM9mx>~z^v+e;7egW9+{&B*zNwnBfiAUA*y z{Gz{PXG-nEemrOk?Q()ERl8F?V*y@Yg!{K*?Uh>BAj2kOJ_pU4*gfl#qwzCO7%SjU za;n~hnRy!ZvQ~}hzJgEh*8gyEVv)aJVcqN*PaWKSTz{wb9jtNIdz~j+*$tk0)%9W6 z1&1ypXDTM9;@}`GYYwl6vG+BIpJ}8XSpKWg_Thys;MkHy^Tc&6mZgHqx$Kf`1vwp& z3~TM6Um2H@Yp^nVY|}$_KG!F2S^xH8{k_H3REM~eJsOkxU{?N8Pj84K%k=dH?2p#( zE_&9)@~Qmjem*{2d^wZUFR*t}5i)gzZ^if{MS$$Ve$M<|58sk=Vl+ly?dJmX(KZ^q z1jFRt97T)la&E>NeZ4z`%ysc~Wg&ibG=5QWV2d?I@^zIJ3sa{$>y+M@c`UA9!lJ4A zl)a<%*=QvOl;;=qd3_tWAEfm=7}AlwnqovENA8hb%D-FT!*t&KJU!Y%;U=taB}!f4 zoqKqGs>_tXjF0&5lj2SvI(Bi*0Y*MskHvA}N%lI17cb^xy~Wv!Sgn)4Ugb;QyP^;M zW@A`8R(gnhL*P3ae(hMlJu6NYSMs#EnjWV4`(SastEllK9lDAHuaT)Y8JFSQzQ$Uu z_Zi-6&S%G9?-k~+)KWTv$0ciR8DrJvX{i@bhfF!gai;kycOLF$iNn}-8em zHAd<{`<`s`y_x1j)=SR+>scxloU$9_N;XKg;ifQHMz%U+oICyd-m)2uP`gl(Ljn!)ErKAxSy6?n)39PUT=zPNKGTplG` z@_<~yYG<=>s>CNpd|48`CgN-padUF9modk)P!ln=6D^VpavyA4=lY)5K7%%SIyfK0 z>*LJrG;d6=25eY@mJgG3DV>vt=3w0YQ7>N?V#teR%6aZeX1kFE`}Cp57P{R|_e7>9 zuH4^yx%;x*3Zy1U%V~Kr#%0&k9MP;kwtaxb*=v)WtvRc7gqShNn6vmo_VqLs5$5~+ zVY@)Fj14B>-LHK4W2|1szVqp`#44}5NIG6*NN%3PN!(uVFNoF;;@Rc6+!Tio z*T;7xT157}*y3n0=`HitIeO3ciJT(oq_^ArJ&GMq!lxbDr4oB-e)%0=%f9mDEt<_6 z|D$tP+O=`r%NROZ`<$-c1M7PJ?eOXy@$WdjE`r(3ICqJkC1lU3`s|gQgr~`|aSy-y zos`u?+|)^Xl3dxBbEH>&&ALaj*BAWn5wav-S~nOb!_RB*`IsjhMw*lLQUO9m*}XW6 z9B+*OSo&(R--cIt@>N+MW601MXInxj-nEfVr7>v>Y+k^yDlp60u+nsUhAcJNXtTbS zh%7ljT9%%3@jXxOlf9-iTjw0a1o1C>^YZ3bie{z1AUn$} zJ<*uMSp9vGDEB>|#`5Rr@+@3?^T>+i{no4Npt+R%C+ja2Q(y7vqprVJe_ar zAAKJh*;%t4H%@_2@@^+XP<8@sB-wZ3SWTA9vyGdu`Aln@jl2v(+tBR6j zHo30HyVT8@471+Wai8ipIdqZ-Do>{G^!FTBWKB083tn|?G5RHU`XzKck!^;-;5;Lz zTHi;|+)D00F|8|~O@-amhP>XjMIn{?9jUn6)J$-ho))_L9oXMauk4t6f|ag?;3=-? z#(JrBT^EN>;g@+X-Iw(mVZs6tI(ZNe_31w1!nx#ZMgDtWRLlB(lDeh;#+27>3 zkiBd9Ke;477fqG|Yf(iv_3i=m|7WCb^0{s0y5J7mr$C`4Wt&tM_;5_k^}RAUa;_r;Pb6 zd0rsJG;`y9UM0^!&a{-ms-H386|ybjb+ZfDJcb9OA(@KC=V^T}zE?8iBbXn5pJ37pV!{!0okzRWtiRFw2jRmuV_gcH8~rYad0h+a%#Mi$EZBy$ zeetp;>&#=@Mp%Cs3%)4+B-hd;*u4amhHUT=H2)E~J~rMgaWIvd{=?mWaBn={>kG+L zB0q@EGvR%#cYpAHTauJF@-V0!Y?iJG`!mUtJ#}Zm;&G8>4}ZVc=>72fLRKy+Mpf4D z7p$F%@nuMzypG)=nyiHrt=PWu?rfIJNw2MXD+AAD`kvwUmEzG%w*S=}R)o#RnaQ#* zrij)zuwfUU{|ArfY1sv{E)@at#Oh)(?F*}r)bbqb)hKpIE#PJFC{f^Q?#G4Mjqvht zUfW8Wexz7LwhxW`yq=%J$SOv=>)~(_}Y0KZX0tjW?eR4Po3>+sYXB zryj}_ytW0blSM5%APx~@a`x~nu_7nM>TCTel+WhpHMQC#8hi}>qr~bnwcjlc*T(fb zc)&SqkbTYHm|d2Ux}qpu8|JsVb}(;l4aeimAHS1jr081OCx^02Z82rF>-y7m1{t4b z#c3k#IGmX4y3`!#ghNlzcCPvU39=^d?%nK_6PEjs{{%RG2HoF$@(ph|mcQNSb#|}) zVa@ff_m6~1zVq*c3CRuFh0XFrCpD-~7k5%Apf_B;gU@nuO=Q7FdKg5XIqdV38T&+k zH>Fv2N3{}d{ty-RH9y|~iR`8L8xv-EXTA~Eu+>RqZqC>4htE)Wk1*n2P){!BX)N@b z*U8hd%N5x%^dzZr7GGLB>2Mp8=iHMi>S8tMoU=c!$9$wT6=~EA@9b3yK_8IIug6Dq#qcdF*#HP}vIc=)=yciuiL+Ne4 zv9}0V!Kh~$|7f1}3fnYf-8|<{rI@otg~Q-in|{ZTbtxOIg~mZ*MQ?xg6$#qFr=|Gv z3TaN~#o71uv^j7!zh4dA@3HO37rnivUG4_gA>;nMwu`>X<4SUUWcTx1DMdV~+;Dd0~u8b*?;u1+T5qWC)zi$5@WzT=LDz=b^FcnD{e zbtrb+Fk};p- zJTXtVir~WUKF!(VoI4#v>+D6{h4X)5P*F@BMV{;qcoW)h;O$QGck%xXB$r%0mVJt?jr0~duYl*JBIaQ7T#mgjSt}2r zU-IS`as3KCp27C-K)0&cQo||^okQb#5HH6cii^otz^|!KE0JQo8TA-aOccNV<2ldJ zKC7tL#Fl&`J4!@Yj=!mVcn3>7%d6LD(aoy^%mICQ`ssdJvBeRro|Cw_3z<5TsfCfd zwcA9ref2$+Pn=BNR4=SVn@z4e2OB4_(I0s5h3GyXngcOtF<$>@=vY9ov zvj1Y-AL897*n1%)vgY_ef4L7^5oTq@gnVOKPp9O?I+QMVkTja@6cgI8?U&@q6aDkq z?Q|AekAWS?JQokX#_smCe~ZT_`}XT}|J^&c=r1`MSJA$Leo}?3IqP?0yXAV>A+k;- z*FmD>%SQW(R;zG*5G2}TT5^J}_1TTa-O1Z0xMHdCCK@l#Y@0y)MYDc2c3b4SFYtO_ zJuZOtvk+SX%fYyoXBW%)_(yoT8;=J;EhoG#A=}mFnh)@BqLyU}-;rKtgPb7f2CMz8 zPhO$dz1A>uM1p2?sDTk5!~987Kfa!%_a8-~ zoW1Ld#lv}2MOIG!pxI{Bl2#Epjkh0<*-L-tlRnk4v%X3ljXxpwwMc(83pQufHdrv5 zW-axfeQZOa@GoR86d4W@C&uZwz4$Z4ypmngjrmUQ7M6ulvMncP@^03;$tt0i2$OHA z*Gg~)Z$sU`z}|Rj9>Dl3-o)uw#~7(C>_7WkUl=G z=jsx$TZQrG8>c#X|1(Rk_xn{cCAZi@-qcT&`vfogo5?QmD&KQ+67D(}uOMwvs4Ww* zc8N)bx4(`w>hZK%(CQE4$8 z&#%Rt`E*Yu>2liKDDtNM{MAP2!X~%TDis@ZZ(xV$`KvyTX6+AXSJ!BZU~&p+Z^E%; z$9u0Z2P9j^q5Sp(uUl&|j-GdtI2kRIrCyUtAhI_Zk= zrCn@!pV70=6<#}R7`sC?NN&a}1URvYIVZ1S!tH-j#2iS5OIU9;xcS87S7=OSD<7hP%6Q;v# zGrSj&urb84*K`gH-qm9&6D(w@`n20-)X7-&2=7YoVZv`%m8WW{P}Wtf7=hPSu;dUp z48_)g&=|yToB21A6xl;@EKhC@`&48-ABL%iFjQn)!U7NbJ)V`4$99G2l6^YcVX^@x zJK4OnIXXQRWvkC=eyWisijCFac$}+WqD3RPWJg-=aqPw0pJIbET=5sSmZDv1?sgZ4 zHnGE*uo*%3+}X-blsva=#fy{6d@)(t;O}X!9ZAY(wCM!*0c6;~XHJ3RT5{AR|8Ef3 zPo%g;51su^1>OFxUC3@l^pF~7$v<-!Py3ThBSgX7IIu4U-vX=3uIfm;1GLXw#@j`- zHstH?y;ROz0fUCLt&Dd)jWyeK1NB$Qy!-&k--G{cylfR6U*t2X;8dQq_oL5IEbs}W zpK;xzxH6T0tt>>jVJuMHYOWQGV%zLt=}qg@{2qYiomuH9^Td9zJyE0{Wc)<4RQ9+* zwD?-I=mdwl@Oyz=bIDN(3-T0q3!R@78Iz6nOe6#*ui+iGf^yEikvepl>BUa}f6_(<;!wQug#9yokM>nS3C1&HUg|LN>{zTUpm zav28C;P<6ragSKCNsD5veLHKXwpg-@?SjudXwDHkU#0c&bV&w~OT3#WT)*idPlG0s z=zUhmZmYwfF$T+W%C8>o=d*j^KS7^)PBBkh+kkCt%qgjxu?r7hVa2B8Yl0s|y?cmA zb}_FxS#SM(@}54r;&wBvPJNem$@vHm>r3VhetL=Qj~VY?%uRnqad}FCc{4GzHOuyA z+gBhq3@6?pRX4pXqv0XATAO9EyRHJsa=tvVvL1bRVcf4QoLb65`R)pm90c2jv~I+@ zHTC=J!-HeTvcCo6mr5%C%$ejs*yWc-i#PF9pN@O-)c zF2TPpMorC^)G+_lXj35d2hCDR_z%);q{GTWteQf*5s=N^pkjr0dx!v6iP#rHel1?- zjOGuRv{cV^M5!LEcLZO$ix0OFyLZ9)FrTEBR`O}2GS7OWJm{}-?3w+uSuIqB{5$w@ zyPmeY>R4W%e2&fZn0*do#HPL3skb;VN7T4RMCpj#m-rrW7>-nD?|H6D7MRh-eFkbd z8x-%qPTTHUT!lNsa5B%UuBF5Ky!u&V?}x)BMEEyIQHK86#W&ZSJIzm`MXE_(EuQUy z;1}fj2Xmey<@G)p46Tpxc%U&Kz=`MlK8?psgWOs(-?Jp%hb_2=^W-LIi;<~PzFhyQ36bxgpO`l)L$VE2^4)MMAJ6HtU;S<+ z#$LmoHC+3K*wBGCH`DQ1I%QAdEX==I{C~W#_SlzJ^ZcFNU)Pdhq zr09hS|Kh=;e7***Z^GA{grA2E$@G5#dsl$X_^s1b6~y*>ZA0tb>G3mDp7Ai$ z{v=P~JhOJ}$(yUU2p^qxrBk7Zl1*v$}1{e_GDU&FYauyQl6IvbAf@P@@0)X^+69s-l~ zn;Lc7+2kK~``mkbV`K}M&KCKbL*xx8-V6InwXDvsKM<+rVCA3izEKRgLVu@``fs-D z>s2wHnk+H1%^wHCb1zcX!rNp6f7!dG%`7K)C)p>G&HgV;>OuPKt*z(tH*o%I@jB-n zljC@+IWOl-eqn=)S>4B7ji6XSVqlR7%{z1n1Tnv;G_ z#fDGCmb)Qd!e8CQp424&mvpH+{E8lmKqVQG=Hf|Kg5z**r}4)d<9zmtZtY<62|S0v zb0xlI?`8HbeO!=Xlz4H9o)?O9x$jd91BPJ7r9A#noV@{Fui?j?)(}5vwUrKo^sv#0 zYh1ZTR8EzJJV(iXz!gT{g3nLWe+s#8rq6ApYKJ>#@Z?E8|Ag-}=3&p1tTpYnu|$3G zc{k6=^P)pVfcCt9Ae;7s{0n&h8=Z@@`5WxopUfBO=Y4-Y3zu4CDrMbpvMW;`B~RDO zLb@gW|G?m5*gq$7?}2Gf*x$h_xqE$r713%w^EO_d#%4KjzfCW%n2Exj%$mz#^Ph3v z70I6DE6GSc5kh%Ba6f(5h+WyYwOdc8n^WF}(e2)=48g&;IMvlp;^6<)Q_DH?ofw_n z&B+m+X9%l|4MeutX!1sUuWeV-k&74Y zHJ{bX(Bnye=d92w{pP8D7j`ZKk9~OPG&9br|DVHZIazQ6W$!ZGX?egb{q}Y<;d2m+oTAT}C>Mu1)EE3hR$^Ra0!b zNDr;7S>l(^KqXJ>n(Cz~4$sGoobx|~{14#d)5gl4ilyGE%&&^Te}gtR(dbSiHYj}W zNiL#FxHE(urb6%t++RhS+)dfUa;XtM+&bz*Bc$TvDrhVv>l6_p{7%)nN=Di!&MxrY zsce#(ve`56Gr7A#bUyn$Qeb^KmhOrz^>|I5?Iyc=cEgVq1(u7w)9`OP-QLEHW>9MZ zqbses9>>LGbv;p}s1MJB_~GqZw_u6P52>P)ihEyMrF=uLarl&HaZ5$0EiCgD+;Sc( znXFUQqoTR6k=|O9x;;DhCSP(>|3bFIMT4=%ujzNr+NJ7YW4({VnLHyr(-?n{ahkDn za&SCGeFERhF!grQPBJ5P_E#;}4uIRCG}(=%kD9Ch5fe{k!R+@PEJ~zeN1l$o47F4u z>&(X|K>1geJ)Invu-Z`Xmd2hsq&|k9?h#+l7SlhZPiekBj-AdkpXQ#=1{^BIzNrk7 zJ?D$z)r_To*6viX_k1(?Y7*^B-p@pf(~X?+n2Exxf4GV6W=x8wtDs7-2uod)ycMg6|6NcPC8Y@7@*S#5uW{~c*_toBWO>->_u zsgyd&l~-U!O|hy1|4AN`59ogahNkLkHSgq9Rbv+H$yP^-0>g}dv6z3oF;js(Psv*1 zN~*2?Wb}8S+ntBaf^A8f_o7EK(wC=22YvjZcpMsvqoacWalm(~08ldF*#9FTM?1X3%{lTRuEh>FwbmYO@M7T-=}zK$=w?)5@C{SJ`{Voe2- zWCp*+_#fkc&PBG?M|}+GL#|TfX+_(IacOTzK1I(e;^6@z?AP!gpqFDH(1e|H%6^LY z+tsM45L1nX6WQ}zzb6hafpkvGpUAIvVew^j97gs5^sL9af0)@i8UIM_>hZAM5Z$Fs zYV$lngFEO@juwlwI1V1qk^51a?5*7e;_)5)@hI<=GTvZ4@>Y9YVW{UHv^fZfCRX_bo=!b6xWjR1eYDhyERdRVBpQaYo7dKN%(m=s!~KYL)&7HV$>dxS9`~75DnO(PU6S)CE55RNSb|SC!fl)D zKZZzZ2Bdm@_LzRkdViV`zT$&T#ef$uaJP{j(Ebnd{jBd~o4nJNM2-z=~9a_m~y zJKwV29GYH_d7GiW&Ky@kzlkaz>+KEpJ%lY&Bj!Pv^y6v8^?xo~k0g7(qyA(z`Wu%X zg=bFxG!sAW!_U@Q-zNHe2aEln`hVF0f8(dKX;+1xE~nYS^ju*syia6q!zyo({3G%o zZKg@x!Pa`;g#9n#&{cf*NBwsY6P|=rzLS;KLvZ@SDx#>qyOJ=gxwr5mYtc90aio4e zvbK2>>QzZI4-1l$WTDt5s&ijXjGk<% z>iZVfBL|Z2X>-S|)}*OOe+Ai73fo7(l2S@A^dD~I_T_|OpC{D&_j<8mFJwk2U3{+CRzso<7f zKL=n*M!8InFZunx81cUA-_=uR(vHB)>hSGPjtZEZ>=MtJm6GFbZxZikp3Hu!6WMAD zFT0%dhp^@8xcxq)ySe6C?Z=B>N0N7ozxrYM+w4#S6Sj!LJ>d8giB>^&4EE>lQ!+50 zY?Q3E#*ijCG)F=`=M6@)$^h+Cd1nys+@t?8e&2*S3yu6Ze2QbieAccnQZy`BD-}KK zxaw%L{ZFnR0OLRL>UMU&%kQ_0kQ_wkk}#Q@JK|)r0Hxm6w`6JNiie??dG~${x>Kt& z^!|~4i(^-JmidVnEz`@>SXCFBM#7^Ht3FAB>>JB0lKM}zAl*T$&;728D?gIhe;-J6p}{R|^$-so4CilgeJngiLG=^}1n0d)!&tSi5sq->k7mvrT{BpWsSMe^ zEbBhnFQO zHLRDve7W5;A7-iK}{iMJO+?LN3RVvXX)xC{oH3Z9yZ-2K_H zvTN@#(n-eYP(bQVR!g1VregKqt~r*6z3Gz&VS1cc^bx6(>u3yHG_Xd`z5T`BOTLB~ z#{FNxZd3SNDq^-_^`l(-w77F2jt(GOJ2O}rc4&o#f3e`bV)19jN%ofHS+0yhpF;5` zo|Zfz13vbC5PAyG3-hD z^kDgKXqX*8=VHPiY;y{2ALBI_k@yuJdnv3RgH8*5q_%Cc^X0DQpZcgox5L>jr$vVq zV%0IQxLK=dm~beWn$hz-lB{H(LundRrqlWx*d9oliy?6&JJl3%I+39z` zaj5))S>K6TJ)wIuf9)$W=AOq(qQlE@xYFFvSgXrLx#NvcjclpvH<}-nDsaD)n3&82 z@z{^p>UHuzVHWAfw+6uLbm%9y(MeFKkA0`<{Y>(lN9WX)Po;r7p|O-k4`X0IwtRrT zdFnA#OxQrG(flge1*?g@zd&H3*s=^4d(b=g8MANgE@NB+vtIg4p4?Ja1gUkL?7G>h zGoL2Spq(5%iQ=iCy%#1Fr|VYnpaxX$5;1c6B>ONo`E-Ce`YIZ~V}zBo$hX9L^vE-> z@Xj7!O3=TdIp{wAio`RijeGW z-uen(PWIo$g?T#BVlz&rQsxxnABRynL;5NIJAnN+@Z;z7)3dOu?1Dx0X%UaV&#YHN z+`5Gp6R=?diH{Ql_F=^#^c~7iTVc@@(c)E{sjas~G&vQo8~STscs~a9d9W;x>F40~ zPY~Zq+N1Q5Xa2jPpLr_hvK!-jDm(3`?=#r)PFfbB%k^x%jYnML^S52Oml*yp)Kgcs zDc?#a)5b7Q-nfg6zX7w>!EYWEKN1%%^Vbusl?tsnEqO0_?j=p`6Z}ilFLCfi@8rHo zV=PKO@9LsLGI)*GYxc_D!W;9Qv99kzIrlP+jh@%zCH(Y2;}wBf53|SxtW=d&`(fZA z*f?Gv|B4;CcR!5mXFzv}Xxzv+=ej!CsH*s@rMT3<@3V|Bi`@pgI=cdvYq^5$Klb}C zG4&+6R^mY)!t*fypQ2?&Y&rr?rM$}ec8IzZSdS96hZKcQL9_1>e^~mh?K+PfFl@@=oYdlpM3^9_)zil2vRU77CnSg0gRxAe&yUS&t| z%_2!3KAn}@YCM|=g_}wL5SBb45`E3ihZ^raYrXUJ`Yws0{V)7H)nv-i>2uK`XS;49 z=Q%v#K-}BJb5cd)DiT*TW`A}(*!tmZa$TqONOnmTiX-rOI%{6a8}D}I0NifKLyv?> zo{j$k`&3n)j7g*D@EcSXTTLFodaKQ>$?iFj4-Bx@>w`b{u=W;FwJ$E@&Sh)ya|uSh z=(Bg=F$*h>Hs)`nPHo^%uxF7uHhVhW*5}`3+6jXnykD1R<$KL#u)b6u`+1e`-(TEGHiGP)znb>Rfp?7FhFJR)WBEDe zfli`Ra>8xJ!@;C_0P3l=QipA_(_vrOo+#e_OuoHDo@D3Gp4A_WzmXlXGjInRT&wph zMBQf#arrF%cp2FbV~y2*FV^QSrJl13$xHS+jr;p+6g@Z5_#JU$KEzYAq6+J@;_YAQ>n)g`jJazt@&o>T0bNhV z$un?pxEAlbKKqrDy{{F0V$IbUHpC2fp4W5OD5qkRx1l*rE79v}@(lOcE3Cc(Ysb<5 zZ=c`KTXXuoIH@kA<%h8CA;wjv$vwPjH=he~oxJmr*12!C4_%McOES0i=a-!!TvdzJ zB0{SAwb$p}K7EQsx)^(c@%HD_>&y&q>uWt9X^W?;ct`Rw{H5J4n!eB0lS$bYYdc#P zroPz2G+&N4>$Ut5`bX3I0qu`syX7Tww z7QwQ~Y<>a6OOSYgC~zS;9;e+}-g>Vq4j@xGy61`TD>Od^PmjaUtPE1`F&Uw6By%{h z1n1Y&>ri&c4%FIKpvSY`8!S5)cYh<>fv#)8Q$A+rg+3XC6WLjGA*zmhkT&id#LtHXQwG<^6vFIvj{a}>M`flsWOU2{Etx1dfJaQHx*YR{rF5UNi z2YLk>SBY`U=yZ<=zS8R|uwCN%qOQCV!;@=el;~BBSLJkda$Aki?p}J;g3s%Cwi|ZY z{kFjs+r{m9u1?mK2QmFhBjsM<7`nem%YWHF_i5Idh0emfWHJ5FT=JucaXP6xuwk-e zK8w}KXg!wSCSHuetIUvn*=`K2FM{;L{>rYDHTo)EuvAM??|O_FN{^?!+a3nl0eK#- zCx`xpdVCIQ$ME5-B>Lf28`w0)_S>vel6CMg%&JC))A-3*8V{S7GGu61_GntO-^@=PMR(%l7U0?q}Frk=Cun zrpv_fZY0axb|Zd2=$br@s0*!9q&^WMslS&Uli!KDZ|HR*&mL(e&MN#o*CxAXTefIH zwqz~M)1-MY%i3ct*5(B6<+Q#Ar?WFV8Ew}XsV1cAyY2v3KTVeheBP5b=Zj3)-T#&m z&LP=c44Orf7FrDu*V{pR6puPkJZOp~jp+I#3{HUfJtS`mvo<35X0v)7bIN1pjqC_c zF6en!y->fkcv%rK>w4`|A=4}pPZTXz(5JX7{?X!Q|FU6cl;?e~ zX*~}{1I3c*qD1x#<55cHfJh=aFbCZ`!QK?cO;8 zcGt1lH89Uo*}posm9cT?vo&tA5WcNg4yLMU~+l1-|Z)yu7POLm_j`mIl^ zWOrUmreu{Vf{Ux*R?;|m{@WeKn|SN#5M9Sthp^3P($8bH5l~;u>c^8a8SR%q@lL$W zy@u2w3ZIkHGdZLFHBMboW-bZ7)b6QE8bwz}RICFx(vfDj7Qd*PiWZK_BySdtI!;;hv&q>TwyZ#am^|AI#7(C&xWjyL( zx=%4;50-3(#eGR~D9cnP>+hI(Ils=y=38Bpr>4njm$PR%m!G`;KeNeHJsiaEE;KLA z6qR2R3E$yMiNuf6dr%?vI1u6}A4Pw)T z7`j<(=nAKHB%35EW~vgk!!by#Ui^X|mq=; z`Xbh@4VC-Ivdz1x@jD&fl`v<7PtVtGDi1qTn?FURC2UZPuh+%vno!9u!CpKddx-Y) z?rFxp1okiLJ=t#ZYHhq1VVt;U2u4@7gD@V=%0`nPJMX-eLMqZS*5tHHZaD zL9-?QTqT zOXk;bx+CE&iJFW?Jn#FjVlWeW|jrhRtgKF2cOxOx|z@cTJn(mwf7l40Ur9(fKN_VMpZOliv^wMeoCX3uLk zTok{TME~K)SnuU2&33&{#g($~Pkn;kFdoT1=fXRci1(2023*K#gzngwn!$VF$wIz( z2mZHoWjXRr<72sRQ-n0Bo%N8_XfwY4EEb$Yq6)Y&3VKs{_IqrwP$bAR&9)FP!^$Pu z>_+w(A|^G{Yk85UG#PToW{mbFXdVf^W9`A-?a1#Y>gfacz00D#$kO6Zc`#tv=a~-P7TJqmgs6|8?z_k?>L9h9=SI8twb*=>kZ15;x}4 z^&9Ok^I7hJl;hbsFO&Khm%1is)hKW$r@nHcHFsw^W6M|YNZzoVR?MB;I!4Z#E7{BL zq0vA{T|nONMa}Gfn+c6X-WkxSjTtB6-co;!g>89u_>|^t3sGqd>y!|iYVn0+*u03B z=fup=!Wy|NbQ-|!Xcj15m~mzs<3CJ&l)kxBvYq!&rsFiRe>i_^q_5mZTVXyw6OujQ z^(nvog{RNtvG zlzm$>ST=WVb00Dp9q)rz=7&_K%{|Oy9?$oaFZJGqUPD-Br})y1fi!dR z;%C-L?#%|IXo_)N$^IY=&Lzhrad#5i9FHxBn>`+O^>mi_goOL>z2vn$%R5*2_ZN1b z&VOpLZL-y0i=BUYCnxheXpvfZ9oV7)B(lS;i8}__|B-!APx%gYy#LR}gk^O3lJ7sp z8mUTiFfIDR?|sp?H6Cooq@k>k`f>M|1CvX0G1lkXdg?0wsqJ)p8$`$BNb`fMPN4lL zKJp+-Os92nP=1V!yVo|(v16XVSK_nzrjor}Ig>M&{oWx}2cHfh zTWSd=>t{vS-+}?B^RYkJq^r-eUnALb_Hp(8KL3DRC-CM2&5yU~ttY#EC@%CjT4wr* zJYgOEb5ds@7F|foH}rHl*}G%@CP?Sb?+0XE3#msiJkhN)KCLA~X9(Sf6M3qi)$#kT zx`1}C`g=~{8`Ubl)d3zIM1}$Mzlpyl`%~)44)?E!D=XtwD$frh&;EM*T@T6UvOgx| zG;nr79PaOyEU=n4wt-gmhy=Mdxc0SI+3}YhH$8BBn3*8++&@MtiZkCAV%LFu@)p`` zfK;BJeTG5*gX)RUy~zI^$$W|N`xtR8U6$!Pb>~kb&(;3^L8}wA8snXzJiU{CX8FG% z+>&Ev?j*T_#@QkJEjI1q4_|uqHw~LZJ9nH@&FDXt*pJ?MUU`r?GqpiR zX|uIy+^Ab=pK4`WNL2Cv$BOBCT*Ee#wZ2fKyPJpaGIGAJRH1(><4*K?0Y0S` zarO(piqXSi`~~bfc-0L5%JY{cB>UN`RlGm@6S9vr6~x!@(AJRJC1!k0*X%&d8M~T% z^F6jLuEp(qE0VUwwQ<&K$MOE0yQ$;VHQu|D2ju(KR`%^E0ycKV-8iz`xQ&f6kNzbw zHTmy{@%B7ZUa99YJa?c-@i@#=VfF%Zc6kUN#IiXr+N7BVNsq|jmGYOs|^KN}SkHhcsjjDc5#+>~ikgWI1 zVe$lQuZGHN!qKPhEdGFPtpGzhQlIBQ4$&6`pYQbPU*wZAxI~ecD~d8jbbe%+Ha$ zHYXaJ>UADjJMigc@JqF+obZU1dqCk+T+JSb+#xN^x2xc7ds^jL-*&UY^{h6ZB)Rk5 zmKOiunQ__tA56{Y1`1W9O+XHIM3Nq6D-xS|E6W)eiPSJ;n&H^ zn5qB=m^lyOgWY}p0#rBf`#PA>6$?)lTRO38Jt(BYdP@vkHI{4GQIa_hhA)Y7?$MJ-N9s@Ps^T|coN23 zfC)26_8F;f#kMiiX2;4j9=*gnOCWu&Xt7NDwoqK;{bUL6gIh(d45oHf7?UmK z3utuV#a9-%If^`MAkz^B$q`cu0=Mcl6$plk6_?VkJT&))d}Ao3p3FqHTtJdC*m9AW zaglLSYwdqzI}ImSvud6Y9LEy|>V2J8mB{}qOI0G(PW`2BS#x#4fLgLGT{> zyr92UEZ)XEbQz|!fbd>k9j>pLw5&*uQ)!reg`bn;H!R8d)QLV_OZMq(_HDs}=hLl* zPg9?@g6~~VmvuY^e)(FuzH5$^YrEKh07FFB$QV zCw*O?OomUgkk;huxi>da+uS8@srO#^d#)ICvH2pEHXaaj9umVUXtPvQ?8b|WKz^nu zn3dfGsQ*Zg?C43A;$%qqj5mC3j9oA(1(RplGN;ym<2A(!(Rv|!mgV!0(C|Zk){h>k z5H^k1H8p=VB5ga!_hZq^={dqTmyv8AdpuwGyeg*cMZ;38@-z%`F7pHPZ(VHc1flH7 z%?{Bfq)8srrwe^NCJq*5p*=h!c1~TJA=psoLYzg{1!wBfl_aOALI) z|MwW@75;n`US8n(BHpQmRmZ{TBwBAVN_`QxEIt1azeakshs1To%qe^+Pls|wsx`)3 z#xf)EcRsDVl65WXWu>v*`>7rGenE?z$~*$XFJb1LB)kD~xpSTUWzW+$S%ACq!}r#^j?9nA;K7ENJ&Di7I)pPzZB z6<<5Wb*W9-5C>96B~=`s6*-T=%hX=0#me3EQ>))o&_h|IRO$Lcfe2 z&egsidFQcQ&TU`fom#A1#=B)8^<`m(KL-wrv2i%hNWP2g=sNaN=jPb!VUEN#B2Z+eqJJxh@BX)KUGg zFn87~#Mg#=qc^#ebL~x#^bsqQk+W#;YRd!{pw|*OI$4r+xN7V-RVR zX|NBkI}m5Lx@MWS_v2AF?<6DfHQqn5V41VXFoX0J$vjuT*JE??r0gvs|4Nc>_&8WZ zJW|a0OAI&xF3li)7-oC})kv2UrkybP6nOPz_2sK*jxNWwhJ zsiv<(@N93W_TizqvolXjPldhZkZcY8Y5IGb?Nb$IoE|q7G*8ClS+09flZnYYATOq zO*o1Tc46)buG*=$qx5?t9BN=|DcY^JcA5{R+-Xnrxyw7rlKix>QYk6VqC3%R1ikJM zEmAS|UZYl}Sz_8PyyJY5MY?^Vk_xN4$bF9a;x4P=ANkmKqFnY)%wnDF3$D%QFCg(? zj9O3M9T=0kVGDfnJvqkn)z;9TYqX(s?_r!|I6cakO|<%-5pz1_1h&at;Z<6v(r`&5 z^n%btGMr+(mi``Kg#BD`D((&TQ`V|wJRY})ZV!xai5){l%)>>rG5&4Qa*ZCQ=`~}$ zWcFx<|7SwEWTChD;?A{&wdojk`ojCgv@DH%+x0%szZ3b&F}%AE8K-079u`T?&l~Y# z2$|a(wVi7_kmGM$tBf5NiLLoQH(Xr(3%-xhXpI(|AbdC*K8R7N<+==)tKe+v*#E|I z$(%KtP0Nz8y*BTWU>wv_w`~A~az?C%J{Du$v_cH4UWjbTXn7qzOvjXUT5jZ1CuzBq zw1?*-XVJmmMS{N;Il?C;8h$TzqmA5HUr+J7 zl5}nZ*}u(=-|8=UAJ1mBWI-I~J5^2`KdsNJA^p3*`_buLXx>A=#Z z0V-PQ)WnNhSY$mbCHK+mu0NaSJZm!?JbXeGy0 z5&ruRFF38FwJ zHlFd0IQuop?=(-nM59A-ek?y+ug~OKokOZO#enfNs7aFS6gpIF>O=Zht)OzgG?gfO zv&an0>WEce^NT;|@;L-H^O>b0LUjyC{88RD4X8lp21P zL2b2n&S%eA=I-0sE9X`BX4$?ptY>cdOmw;uKU$G2cil?+v=uD(wz5dZfb79fK8}5P zdIzja^|_XO`6yE4+|54pO7*JT9Vu_j-@UU?EIiZed=pOHzyHgQ{5#G)XUzV3%QJ}2 z^i~_fiO_)Bu&4Iy0>m@R`|vTCGWVJd?jt%vKiZ%&qb_{I0$c?8DI z$o-)9L-hWozw6;q*1Vg{D7WKGa(QIu^1r0WdGP&VyB|h8&buqo>UF-~gRWPy`8*@{ zWs?P1w1MB>Oor~F*&-avDrKx5s*rCy9ai$~4H#C2?3d~%yWNUm)=z%+GTKyr*Po9) z;Hu8nW|?_zDSQKXv*6Ro=$Kjy6ZJ5Wevh+pGCno8roRh+4ia^8o}-0$dmS5nN2_za zmpZ7m#Fw0Y9)xR)jQ*rgE3-w;j%C01TM#Yp{p>I~N$YjAxX{@5xc*9ir8aGz8?>eA zLYk~6a~tnG51%}%+oRP4sCLH88~q;Vvs9F64z0P^wM!IBp3ReB*qRsq0MB($S!Yg7 zR;&IvvKFVZ#vY8V*B5+l1=LOuR}UlYPLlisrx(S!`;C^&V)=G^0Y93;+v>2*Fn;); zR&{vpMAqHLf_duES-i;(lSXEUL1M@EdV4@j{S70gc{PXce9ezjeRvWSZZV^0_t6t{ z&E4j=_3{X>zZz=?ilS4zH-iO|;ptXmy>G;m@TffhsKk0LNO3LwU*ZW@;!ZWuWet00 z7x7Da&Hm1;Dh}}K3e5Y#-^nh$NXwFJIm;~B*?Y@)#AEz5Rg)(hGxr0xx&9m|<}T0P zxV(ujdCEOns|C22>Q&o#^0yfOFv)Yj@_QqO*`FEddGcM#+j4^H5AT;?MH36Hbya2RYfFQrb;U@}}K7Ho5EB`iD>zOU1-zt;=2yc!N4Ksp(B4`->bFt3lf zCoA04Xj?Bjx3pflj*at-^9|RfV$MY*xJJ+QcwW9GJOz(@_qj>m$$NO5dFmR7Rl=kG zWZzrMOGr`D^~o=~oz*I_=R|1G20%@{^d<69#vaKY6^C z;$F@Z%w)GckZTFk)DDP6CbQyFmT1On7W(GXl{Clj%Jboz3Uz&W_GUQEfypH#s7J>~ zc;@r8*evo@b$xeSeHb7bN;xTUKXyFKpTE{yHFnQk=2dXW z4ym(n>=<5Lm;6)sV(M<^iBQfctb=DSe!qg`C1E*+4K|Z`s=4+<@n$!4=Fxm8`L5!# zxhGOm`)BoeG+dLpxd>)uPtp)l_Qsm)jGuGd|5rUO6+E)iIf!0gLaraFex=dn0v(b+7Ld@I@4`x2xpdZ!M}|G}mSkVsCzSzbR0 zv$^^&PLAE|_$$u7&D*E5#IbCW-E?K)lidLyo83~+^+Dc$Bdtck?lX8M(vKBEM`-aE zE>6JbfAQ=F9)AGdq_*%8P;SU~TZjdd=-N!1E!y4#t7II=Dd*iVza1~9vgEl~SyWuR zLX2+3!!NSF`oIR6+y4&XmoX$~8&j=2PtcyCSqr1zN9V+y39u_ok{@yJA&fbn z#2vL6C4NnVPpVkvne%0E{L45WYIP=0SP6sTF#Sra0koY>&YTY#gj=`r>(nay!n;?A z3%N`Frv6h2Cb?I;8aI2hhvP|YwjFJ(Ev)i29^A*0$t*h1Ts)nv7eF}Y5wjca5MvE2 ztW1vZyEfbWXLk4+Y8}O`@BDkd5E-VEVJzN!$f84d=YjN2)y675@63n(D15JNFTym_ zZ?b@&p!Fo)-;E^M!}|qUZ`WfJ7~jm^RmH#L3EWNh2^jMX-FvXrVXiG<-uQ(K`R4u_ zmSiPg!Kd?RnQGWKVO;KQq^5Q?V<(pGhTd|rF5%6q;g-{JMWEIQ3$yG07UR_CqbG@4 z$%B@=;Hg~u2Jd@W#QVP|U1JNg$0598BiT+R*;K5mgKN7*tXib}oD44+=Ww`%fth=2 zWBJP%J&>REcI~fX!v%0jcJ-244b#uzB>u}-JJ`RSRxPk3draOXduG^VL`sH=$MuuF z`z!J7N^Dt6hb>V3msdW5b+P^Vtd=ZOuadhHTvH*r2<^Iir=pi(WG};XzDQFROKM_AzM&^?$qv^{H7mcX<#vc=XVK$) zGx2vdUuwb9XR}3P`WC1A3~2m;H#f5M17sg4-lY~par$l`Z6{KFA<}*a`J6FoAm+UT zgN_iMijg_Hdyt4)pGLJHbt(T_PP6;P%IwU}ZoHgLe%jhB&m>lBcLZHZK(GcMd4xr3 z@`LOiUP-4^JKBjqi{aXdB`)yEov^L1m&fR}2}9N!WjnsKFKAewcYLN@9V>*bVpV-I zUM3DaNB*YJyiWUMtlnzu6b?Uk0TSN&yHI@gS0MQXfuEi@?lKKm*SxTy6KJBP| zz9US=pPkU%$}0QOq%*mfF>2h(hil}s&xOcZW)>vH0Zm&&RCZGEPvLwq>Z>?+6=L$$S z$IGQgZDuw)mR7HcKyTtrTlyql!JX#$v$3!&G{#}oXmjH+{;v*~!{EJuo{!Te=R=CH z)p?>zG8rZF$4~57%x6VtntJS~iWkW(*o4O|#nCtLsGle^hYVrGPWqfKmK1kYDOg=4 zs$Ya5V|m?K(D|5cw&2o6=v+}?-a|C`gT(jKV}zegeCY!H^`r52n4My@24cW^yjlR` zl`wo9XOf?5GVNZ5eK07(4hymA90-?#;v_%Mu+TQ+-j?NYffXSIc)GHBy)E>&*D;bD+k<6&%p3G))S|aw3)bk6;03L=Q)4ch;QVC!}WT|v%b_` zJw!~&ZjPKjJB_SGjGmklGjTpO60#HVW%fJJmDvSQnLL9r`C$yNPtG6N^&>2-Bf|86 z-wn8VhE>g6uS$zO8~NH%IG;UIGkIYLwto^Ti`jdo9-89o7^5Zw*_-4~cKXDeKlHSa zmdOPDAr9t__c3hnBa8i3@Vv?x^aqd<`ZRZ>){0rDLn*bdH{;}|oXNvPQtiVJm(p3WWJtUe#vAb9Y$zuCcXn$%2-(yNKho&$ ziHv!2@C!MI>*oO&=jqHuv2`~I*6@^rjQPfwpH6k%)sS2T>lWD2+IWxB<$2a?kGt7Zawm%v)k6(-Tde2Q z>w63PYU1m``rpNGo?)G#&A*`clJ&ylg<0VdjfEp>eJJh?1cALNY^UjRdXn>0=Qi8P?y!-xIN-F3)(z+>!O`H`<@VUagJ&3@s0%XL-CFh$Zz|DfO|= zqSwBp{TFu@;lX;$Oje9{#hBiFXr2hL5$j$sRy7fAh*@(vUR{bk^`JHh&!%H*)a@((X&1@`n)~=8-kchr4Ng zy)k-;!MVr2gH0dAfs?KGZ?w*ALXV4SmOC<8`KR*gNUUn&uQFO~f=_LcrX?L)k~1fx zo-{v=gV=bwrasBdbZG*IQ%K*4woPc1Gohm(F_Pymq*)hZ_hY5(pE#aA{jvQme;-MT z8|ac(V5xb6qW+m21ZjbB^JCGEkq1*;y?`U_c-)#!BYtFeZGyV(Y$d1uuZ|`S1(T_~ z3X4?I@1Jb=7a4Ab=co92uh%_bw;oeA8vA|P-Q%h&v@Ximci_T%bV&w|)V=(NHmUY_ zjClI7-#HJNoKRs;*0OJ6-tG9k(6|kGQZlxlz}iz?o2vBtd+$Ac&l20Smw71Zk|#AM z5fcCU^RV|_-(9rW#=nvoJ9{Pm!;(o@kvppu=$LHGSGnQ=-0r|X#*pkRV{PXV;dtsB zHWQi3!{jLAv}CCtA-3M@*?OK&x*tfj0LRW`pB9k&mW^jas2vYlgkvSlN|TL{-J=_@ zF#F{5Y&`eSp2n&o{tfkRU-QrD5c&aQn(+SYiEUs;94 z;8xNMm>w8aS}ad}$5t#fN1I0aN>-lVU6Wj{z3}h_E4h5TegJym=U#LiElS)) z+H+`YgvyuCULiIfGz5uiKU^(0j}xQte2tYeGxdK`{+6yG`+hyNr0 zw<5}G?2#N9d9InP2w6k+0p<@Ea}PFlmx9`{Y`7M}nQ6b>nY=gs5trU)q1Q=Q1;@XI z_O~z8?Ahv54=pu%<@_;Ze9b6 ze|Y1i5KeaPm5!cB>&z8cD|S|(MI~Gd12f}xmcP}>zCQ_i!MvlNWY5oR%Kc%~N{!4Y z+`v8?uy8mD7DH++EjKy#7p$w&dbd{p)oW$}HfGK5@U9|F&(!96+78#^dt%ZLZ1RjY z*OPlNb|(*9G8Rl{m6=Mg#wTwp>!;cHJJwcXxH^;?u-{J7PsXT~`d*~= zZEUp-+fE`!JN2Jn^{gdXtNvd0$Q###eNS$nmyCs(vGJ99pJM7ic=kJHpDI>8>B#$f ze9PYnqR=og`4us=D{Mb7qC6wQ?Z&$7`o0({ud(xFI2^C1>{+&(L}6=o8(hhA>XG~e z_S>x706#UzdpBEOOK4VW>)BYRvf0zVd7^g)*M8NKlPdS zAcaMg2i3TNyp3q`3mLN`Qub%NoF8`M8{HjkO144}?@yO&N%RZsUMTQ_WK4Tasl{wF zUhmm|@INE*AkvOwi|g3;d^&G4if!PL?fG@)LYIcuUQ8~k%t>&Z4%H$)UnqGTaWv(-hQHN_UN1q!$p{0Ukjh{!@=Y|LX?=L z+>!7m3l5NSAc~#G_UH04VssGcpdZT#STx7`p zKL3Nkd88Ri$~RbNAO?*h;r*`L?q-J-;@W-MypVRC#J|I_;xp2eg;*D#Mr!3W^$vi_ zX>@M~tM6b~9;&r*KSL-1%ACI4vc+0~|XU;)#4qU+MCDf?E){SXhQ=Mmd*6(;w6$ehkvBj)Y z2qv#$Q#m%t`jH{-2Ku^s$eXVRw0Vv*2a+;Rz%GZ(^E6#saMhlb%31fn7Gv{FCs_=V zC*)-uID-ve5FgLQ)pM23)7b2q`-|Uyecns@gY`9=T$%4u-`^iuzC7;UqPIIl`8!CS z)j;DRaCt#g&iwMvc-?m}oI%>yBzwxX5#2_MOh=0%*O4K6iydH0KMaSm8{(BLa5B9X zxoS=^{Y9PT#hGW?|7^!?0i_5HLG8eZzleZAZ^}K%@Ku$ivpPg zx>AMOnoBQ2{y#6xhlFwoo zZMwU@o>dTSl9^})4!^I>O*L*;U{havw*YNA#NvsISvBxy8Q3nW^y1+qkFM^&c9oaV44c zQ}Mh)WLYjA4`rF-NL`9V$A~SL!0CB9W-i#D{IEIuujg5B!+DDHU2ty#`To*canc@% zw;Om^a)+HkmaKERSRCk}&jE0$MfW^azk-Kn4fzFdIL1hE0JhXLQsimPmu#Qed7Egx zPpi}T!{6|pq?c3h=tm4}$B!?@gx)+Ycf!kE`~0I^`udh!zxc_Uwe!hR6KkgNlD;f@ zJ{u`VH7OiVk61(vuHnysZhIR6`L2kCzaMtslP?juiWc3jQ+Yv_L&4Sr;UrS#8r z^3l+I4lgg%?ke(S@86NiEF`Bw4n3EF5t z;%D&S9u}BQzM?QF&Mr#|7{89!OsB&_sAlJZQ7o1GLH~*hh4uP73(bQ6Lii2iOL;T# z6uUJb^-m(q<@_WW+XnKLJK3=}zkC_Pp5^UV=_gNbe^GmhHa-*su3*_;G5;EVpIHIR zjkL*UlN`y%;%;TgoDH)hu{U=J??R#$tdd=8F{$?$$6ps;PUrnEtM?cFB#Y90aD1Fs zpT|}m*z5u5KEqp!`Mw7eKKC=lu?=F{Jd(btMDns+jBCAl;YUh-%O0ok2eUCU?jNi{O`kl|e zpQZ0MV@VNu)xej&B)pj>JLr2&fv23yHhEK-XTrH>C=IQtv|pvo`&`j|BBuRBhI4VD zgtCcjP5eybWhF6dJv{bdVRx2(4>u0yhtI;PB5i)<>mNa90Z(fJx!hMh4bAyhmtwFNc;@# z%>TWBWryJ3+s^#v%xB7l%ekNXL>sl0%ze~Jq&<)AK4r;5BF$(#%I-=atn|{2%1_Rm$&2;|J9} z1DEF&@F(-TvugBKJl#q6i!l6CwmSr-)1llR>(13iOAI?moG(H5Hu_vimyBxdX`MYt zYv9qhEVc~~vitI6@oF6$erM&bBI&g>Pt@!NlRi*-TPsg#^=dNqCslc9_7%HFkzyVB zinDubJWkfntTx^c$7(8-*#(nepA06C@w$V=g4XmN2;Xm5Wr8z*yV}^L&3_7q}iT3iQ?IjWl=>_S^6?>$z${xPdl?lYRur?qrdySjjzgo-r;{_cCnR3fa2a zm_)LhXp%dgcZ|mI@RP*0N7(Eeh-QU&_QuP8^vm#OJ4zGQj`qP+utaIP6d>I~g0}f?Z-J{jX zHN$g8zxo*PA54}xdK8JuE0bMk+LG;k*cHd##!8H#ab2>_@F{QPH$!fJoXJ@HB_syG zdYd|V`dkD4{q=MTo==5ePwi$8<%7h=WRA+)kmQejq`+p$;5-hK`q1rbCD!;>85&dg zLuM*GWK7RY;_Qc)r^tV6Zx^fg5MP?;Z#Mmohjlx#d^)*5F`_58`UD!Etl#SFQx^gk z&@4HPvv%PYM>CHzE4g-%=WEtV2J?NMb?g*_X8Kz~56NKN918DhX9-(Pp=EN(WNvU+ zo*Wl>b2)=#@u^%{eysjZ7RYR>;h6h|mdc6$2eQp*9$HF-uS4eU5crLh2jl8PdhCZC z-(zEA?KQ&IOZ-pX(G9p?NYwcoH)he|A6_)m2(yw_x%(PK>NXJhl5A^4@>0%R=zQK6 zoy;4Hio98s^$mny(ZlWR`zJPL*MbUIw2@>d&?|q4MABYvVvQcvuISogW(fB&LwZ_MrSg4BYo@V;| zk@kl;b`FGo;5jp)`3IIfg!Orom|Zk~#`{6~OP;}F$yJUXi(DV?k2AydJ{f~Ph2ax8 z`6(M^cI#i-PmZJOoXw7g#l?jlSUN=He6L`9$tYWr3~!NolD_&FhZ<-z8CMR)pOKiF z{aBIgf(Ax1%Mf;~nQ%AiYdG-0n z47Ptv-^?D#N{dtQ=_yjYNzOL3{f0(0wA5RKZEdv6uAO-YlNIur&6R8{E9h_# z`KIB_>+E=-D3LXt9YvAsc9z|82hjFGvgaB)eZ1s4Hf!Z-VP&$WcGLUE^tj)d(tPDn zRx3`YMwpU2mbE0klYZ5pdYE4J6EE^Ua3UEpGi?lXZo|GO9XS(+7xVNHP{`fYwY+Gx zcD^=}9i((JwhvZ2PoOimVi!#-i;i!p+0xPD;FP??&+~|5q4pF1%WV1`+T2Cn%t^@n zvRnaVf0uSxSqwtIDqqF1UeMkmmSv2*89Pd|;xc~!vU=HvyCzO$@Al(;Ybl!dapnt= zHo2$PL!}*@vs2Km>~bhy%#8G|&YXyam9#vH4cC$C1rcaJaxbO*IzIh4e!Y*i%dp^K z92!jGJ*>AvjZav$a>4cJ`9{``(D;NkvL|oW-(=6i|KOjDUfI{8JQhx2u?4&-t0G&o zTgJ2GeEZP2m;6gz)u^Y1{rTa0m{gIMen-}LZB~-~TyPD18;SqLnDrQOGaE0aORgAl zO|~3HtDNaXf)!dxCZUG>BsuV2;ol{UQ#-}l?2z+4O-^C^)vUjpF3I3CQ{UYou$edJ zZCYkBW!IX2@oFt=c7ewEyrVMzStk-~G0Hb%y{x`XhK8*DuCI+P1$ShB<7s9GjVE7o zNNr^Kw+hCQrvAQ7ubs|^rKe%p3Fx)%ArmLZNe2Nj^c=vA2 zN%I?x@}#DbX!M(YGUwn8@p(HAY{7`3>h!_>UU+f}{ge41t3C>A|3XOA#DI)Sc~jk- z?me~f9E=7)Ym&1oNL~!$P1(98-TM^W2Nf5`Zxe|!r{PHmt$7`Bpc` zWbchSqTCX8UM9XLPgCOOhuG3lne>@=hIfmV10b~!Ui&cWc|6TZu`c@0b!c*1ZgZqK zX$G_Y9%Ehdyu8n{$FRl0>TM8#hSNToJ}N=?M|OLX7oAM{eLSHD%#!E%W7qB31*10k zD~VaVw3l~8U5pP|YxEVXWv8Y7aNVEJZ}BOa6c!i6uDlO>ly8g_Z9ZY0&a7Nd&3k#{ zi?nP)myWEv8^VLMdk{2-ix9(%ugM=jSnN&q_l-0fLxSgx(_JC>oyeAXN6F)L2cCC; z#+$yiV)yf$or0rhivU&WRh;Lp@Tsx-y&ykcTg@>y83j%iJ+8uno5a-YMb{L!k~d?r zzJDa!rSQqSw~t8J%DEm;yjPS=#LPOU?GTxSqow>Nk8<|>t4zwQ{o07>Un=vp&z)Rd zoUPq|wNO%D#d%BiEO`@0hR}It0j?F){S}IZjU_#C^i91TO70bW{xG~=LEFtRS;wR9 zr9;*Yyh+ZD#+ifZkU5>FKxYT*P8T0??bA)XUgmS|>npJ04ZLN!{!bJ&zG0WK>~RAm zPZmAi(`rRl_?uK;Vq!9QW_OY7LAaA0p3{COJSha@Ton8U0L$ep%-pDe%qYA$*Nj{wc!lruU;zxt+J?jomYT@+{^+_>5tN ztcXrF_{-R&E`EGrJh+u5I*NkFs$Y~}<{mYBDd)PpfnKgxb_-s8;dm*yJ%?XYM2$-@ z;&VtJiDk#SK9~sCrYyCJJ)fcb%RK!{vRoxnRDw)19G|8}_9g7-Dy%v5vcp(;mKx#b zQMOu4i_68?4@BTWY&KP-oa_4dB*;z0*2mPJs&>|nZlU#;Y@WFe=P18|{0ngGEw*QlDTaMa!ixO=64&I(kDDAgS(Vtx2(=v+ zuV6%0GImn#1@_6Tr92(kjr(7UX)F2UB)q$UPI>y$)K8vu)Q8qm{f_W|B}wkbsq*S9 zR_;&Q_anjcxIIT($?SPNt$Vvdc>)Xa9O62yB@^d0@VwTwOs>(7!iXP4q3m;7gpJ#g z@+{bwBU|<{xKONXq=iW&og=#CDasU|v&a0k5bA*oH`AaW9-Ytncd^f>c=#_=-^cFj zd3S4aT+8CmicNK~{|g9YXR;nF`w!_?(IczepCj!ok>V$q)>121g4Oijjqg^2^%dm5 z0Q+0<^An-}s~Q`~e>(nT=d4FWqB}{lMw}b3t?WW|5U$+DV%ZJ$P<tM^1lakCy**{b?WJJ4QnQ2YF$A+Y@ z;AmE{jiCSeB4-sxlYMWxG3ikpJ%NPTZ8W>3m4fKQJ`ZJ?M*27(Urr?1-7N7Fi}&O` z?}`AK&;BBu4x;%ek?S}S>o@pk7ot4hS)taoB;Q2B?~O2ZNY&h#KHC0+zGuVsa`A65 zv@gS!?dohLTQWfPC&xZ9`Apn=o`;+du_O876+SPcWl7QfVOrd-#|p-tt**hPhT1%iy+7bJXVI>u;}78F zn~qL!Rg}Fq>q7NG-0H=5&xL0X*Xy@HD1IGU{&Jl*v+UM#)^w~C1m|IlTo$dTvU$ySs- zm6M;Wkan*TUoU}gMPtGq_`brEc0w=D0^W7LC>u|Le*EDGdYn$9%`B5QfF(unIX-9A z{Pkk;ipa6Qd$ z1#Ip?(%MQrr@bMxZ|-|>buJToub}%odcOjbJF?aezx7G>uW|lrZDr=$c;|YH7KfAb zM59U-oVwbXM94?=n7yjX6}H#p?>J zo*259UTw8?h3Iyn^V78OxEcqt-D+0Meb{zVe8rxx^1b)i`)GX~PohutR7Wc}YkQD0 zABt944?md|vNPvL^em5=TeWis7B1CmO&-}B)3fSkWkE!FMEy@$d9J^))P{oiJDOaR zdF631`oy@GXWiF|n_ESq-}KdqmtVk&vy3!1({`(Px=5_P3A;)wITlNAVw3EMHBL9)-Sf?S@=H^cSEU15(T;Xu*% zLSsj=668r}8%Qo-hlON35(n1k{|XWo=I^gE+5-WDow>#hE60{e-Qvi%Ma2TfyKUo^>tTy#tFANHz=}nXyz|v`UVi+jx1hM74FU z2z=f&hWDd&=0vxHZBu2(KqGG?U&5e^l==|ot`MbHz@Z;MsPFuP#x@tJyil3!Ao4P=c+kb1KVc zpUR$4`H2m_)Xp{-G=}W~;#oKKi;<+Ep61fEFIh9wIhm^$lIC6!qd2rK)XuBy-chZy z@wGp`wV?fMXR=%Bv3S1ExOp>%yaK;@Q0%N`eR6asTV}8p#R=UK%>zhtb>GtLj_@QtzaR+@F@o2B%$z;D|E{YE%f)v;uPJWO1OKb?xl zV@0_w{9yx@uBXE^Oizyb4_p~m6$4&ojfy1f#)dO6G;=tbxjM>@@H1%nEbDLQ&As3f z`TsCZwIe}x79E9`W0fC*Ye#FlHM}?Yo;+HA!{kWZX${Nx_yYd*6{ z@W0x${!9DWAEGad zE{672jG3?eR<`+A?Dem+PY{S_#_t`4qXBEf)c-ky7-{|wj;!rEr&ePw=uwal{uVVN{t#?%aEU|u^UiK>Y zk+ZenQHp%Yd3rufw!%D-?siur$yjkeR+kln>iM25cIC+RgY$WU_8!?zBX?%kTu!Er zu06KWd$DM=Sd2cEc16g2FK#s!`A1{M3_WI#yNBsCovju^a~+*Wsu%yx9=DlenHg)z zd_DbiD`t&ewsfT%oX?v8BFkZ3_>Vt6hE~x&jrDW7;E=sf} z)A3lcP)s_OyuY~``w2@kleZ$w^K2$Nuhigs7x2uyb^F%em;FDOrT;aWULxieW4#r4 zlY6I2w3|G7Z(!glER!smCGhuSz189e!}!K$`uI{*`iV#NV4b1-d7gOwCJ+1*Ps=;= zlW(ITmfTA>8PDp_?gkp<>F|?U+yRNI@X9>VtY7TRmYH{$InfJ!+pGQmM4<_E%^Km8 zed@r6e}iLFJ~R^MBd~WgSxOefp3n7M7u!!!ccM7)wa7k>M#I>$Asn(RRaddLF)sX1 zE059Pam<~k*GI(Ws-n(RysYL*r#=5T0**aJpz>I_Mb9rgnq6&ot6c>L-@xU4ut;Xx zE;M>hKgZ!(1>at!L3T!)!Q1YKWM(im^{oXR#_E3wUpfN1`{Uqn5^aF`e4o40HqZ3O zsxcFvvhF=QYiwno?`e^-yE*Mg)BGj9KP_gRMgPA@{t!#vOPBf>{IGJ#a8+Hu4`O$MkZyyUSK;j=`hD3r5haAV~I(?4-5_X8YLiY7%Yd>ksm~kw(?g zkW4n@T;pWNzxYq`UKGdu1rVrCf{bw2Va>5Lx?RiJe=vKKUxo!oh-X6~UK^9M1}FQq zuEm@OXfueuS844VM~dJ;ZI*9Nn=Rt?Q83AT!pvyzpk^|_uO|1ayt6+Yzr)-XuAh>z zD*IdHF5@^{$Zk8+eJajw^I2q!h*=L4dgI@%bX-X0pINmBX7*>3lgXF8PG7_4Q}r-k zKh2@hslb;`XN#->%?y|qpm?nEhl_b%(d$Fscd*juB)veIJb=F)gAS-!yL>~Wc$+^cANp;q3c#b>0S`%7TipB-{`Is|9?r=*ktdda(f>Z~8Vx84{!>8=@IF$u9ib=V{EpEii zI>JYJ#Idf&N*X5{X!&*M&7skKMuZo&Tfx=DT_m3)h8zOVtz>D2H6z69!)TECFWYEX zU0iCxH@fhzylFatWIcU;--z86KaRwe&d@rFWrx5!vksH7A*;%=du5(A)W+egBq++K ziYVKOo$9muZ%TD>>?X)P1LGBBo6klyjhDZX{75z4^|>SIA5pUrM*pkSXXM&Xw73_h z|B`wKCYDmR7*4!RmwO9jc^5*R$=IK@??lU)6FqeK#QCN3gxy6?|QcJOn4I@Q&<;@|>2Iu<{6hGX__3 zuk#ZmuEOIRS)+>@h1vZ)%+0&o^2UYATH6iTPYcGGFO?`$a98>@*;=w|6Ve~6<(J@F z)c7?X#+NuYPK?VQ3Yp=2nzptWVUlm5C@eECX0c-@>vM;ItUI^4P!84plH|!>MddP4c}T%rwRpSv)c3%NF@vOcy%`O*DIY5-@YS% zJs8Zwknh+iD|qw9y8+Dq$5Z<7s&AFNpKMpM-dQ5(VD;8vV{L!G5FN^jDiztF0ao6M zg?q7KIi|gfzen@ax~_xH#)_ZuW(^Ea6q!E9^z4_A95oevE8^H2V(!&E=sRU=XdzD+ zFBE%T(Bh+{$!hoPo>EVV2@q1G^w2{)di!AFkd`D=MG`geTDD%tEY`MSQkW9M={elAO8@4l`g zN!~*j<=0K1m|Yx~^QiBgKZ@2_>sZClNIL!ln`FiKQM9~>1bJ(5s5_yRB)bkydHa=o z#y7KD1HN$>&B~DRByx<`_C0*|F`hdR>KBR}$&uWEPh?-BX8NfimR$$yteeaZ0JX8W zDGoN)&qQ8V!ubzzA-mpGWwkZxWiQQVNI6N2NGzPE?qIzpd(Kt(QcA7IT{&ewz^8g& zOwR0zeFORDV9ID`+l%7E@v=G}+{$u!VwxQyI`H^`xO63EWq+Ytw0)I0u!2SRz~M~{ z8wQaR@Oc+&C3ETvM!3Q>9irZ1{a>e-JK1Og{#4}U<3*PmEY*|`EfuA1;we8sd^PF! zgJiBn+mI{wMk82%ic)J`dpzw}cKP}bKbDgC5}Yms@psr|IIBGk>yKG6Pg!ok-gmI% zJ6vf5{}N*6D9854@z3Zrku;mJ;||hpQ+t1HpAW+&@qvTN@B-*|X ztBFR+?5FuW@4HLn{)*RE)ZTEGKbiEcXw(Nkl3{&@(Z8JNv&v}MQ=8)xwC}Q4i4K6gYj#T92x8 z2%h|)bQ!TB_8mj+IS_k>rX6^HRvsnmc3&7K1ATuy%ysi%;=wGD z_5NkF{R=DBWS1|DrrCMoQhdp%l)MGi#IeE%RiqHx^EE{!Iwi6)BcGS3#uA{E>s1Lwzp9x|e8PnFqGU%dGeuZd}P# zOy=w^!R)g5-4|cKhjdHKI0nbFDk}H(5Ad;T*zqTFd=9s<@W}k?w;e5ok;y|p$aT{Y zeRp7?p7>sl9ovZJr{Y34oF43YJ9n**K(7@{{@^*Uz;pxac4EIWykMCKa5oty;Z(-_ z1<*Jex2y55%;^p1HjwLd49u0{%lc2Yk44I67DCq5-zuh@O`5`xttR>Kk&GV}pO#pc~0L8_|Blns{G> z0uIi>-_5614UymT*njlr`j@Z1j9pKxj;O%GLXFWwa9i8J)_smQ&bzRpr7 zSuuuS;0!t}f>^Ht-)*i&4;EO>SANi6W%8^wu2mA1vYPS?Ui1{~p5?`FIGeSaUEteH zon!|(2;x7`{#|XpN1nX7>){%vB&$5Dg-_wKiH*L6PIY}`uGU#%T;A+v-u7nLBvZvw zarAzCdcvn<;;RDfapLeaXeOi2P%(0U-`9(o<#6r|s1Kl3=8eD0&X0+#?J;mOFPul_ zQM{!e=5>b2fyRyzTFe^%iXzEPv?%QSI5G@_Uv}VlU7P)2{4f5LhjJ4Ue<(|zg9|tD z$3}EHgBE>hbfif21ba1P+HB=-ACqGWiPmCF)&OM>(tbw& zKe1q-2$Rg5*=gz}h@7d9CM;K|)J!YMiSml0o3wg0R$fWF3ZimxO#4ll zJ`j2w(~{w`9f@lB)*e#HNcX-7_XIBHJ$M7$XvbF?^2E#3`PtYvimt7l?*fD0^wpOY zUuN^>P+5X!$1C?GMkMRW*);r({%0H0x56^xM0M=yN3)ywz%J~XOOA|CgCNlWw~H9f z`p~ndR$5?PAyMNRUep=>d-+fiqwz5ERMPTXR!uJPGOUwWehdwFz-bMBlqcUfEewUy z&7xK_w(EdT^BliP3n$`5SL`arLV4EJ**JJPmc_2wiDfc9Mw6l!4cpN^nMhw@qwK3* zh5eE{eJljuGirXxtDC_syRcQ(;yB0u!_pEgSBW&Q(e4}!X$8HPlvvMCmqI1k*yphK zG0@KHhbM3*yT_G>MMkHaw0ex6+m*UUtzFtW4)PDO`zxY+<{mcUD`)blJe3-YejBNY_EF(X>k5xU)sWAJy1j`4{msZ%TUOOEL@|g|lsO zXf+01rrv`*aU`T_I=+H0WzH|es*`%DsM zmeT<|D{IvefyqgEpT6^^ z_XE;=Ay%C!I(96$0-j3J-B^E<`WeUjLuZiamYt9uAZ2z+C{4cevGZE3p2-J4;yrcY zmfSXZFEdOJ2Vwejylbw#>;^m7Zw2MEGWK0v}L@Oetlt>AcptB~x+@f7V(q~j2* zTu$G?d^@Wm7Luh1Ov`9BE79Jf^FbsV$IkPNG_T>(3oP-p-m9tmhN$(}I#AnX`NJLBIK>r0QL-H?T4W~NRPwdb>tw9zXf$XA zhk@k29^Q-fUf=!5Tu4{dh~VHk84;BUtkUu`qW=PqW$eEdL5C%z{?ldpCni16pk7 z5S-r;3k#Ql(M%oeR2eH*h@ zk|DWiZstAbsZ$6)vIFgVBE(s6%Dz$!dGOhy&E0sFUD(#~kL}84_1mW~+h0qAF(|o# z9wPIL z*){wb{a!=P>}}s!-R#LVjh4Mge6SXJ)A4`G)+bNaA!l9d@hr5OE?FNn27ZHZ>?h?X zVp}&Y-_FM4wVU0sMj4T6!S;F#$_j?*ye*kCHe%QF7}}oJHMP)5%dLE#A(G_{^W&sW zYmbvVYh1SJy}l7=9JW8Ht;~P9md;tl-d(9=8r-SXn{luyzdByMJ$RZd_sNTroJlv~ zL-zZ*oBm%J*>i81c@ul+SrcnlD|ab5zQV+vVq9%CG7s>0zOvN0Dv-Jjhj$lv$`Q0$ z51HIgXJ_@w82`97_haYGgkFL(RrU1@iJo`;@hbadAMdIxcRA_rfW_fP_6hpSEa+I` zL725?={ya-+NZ1^KZpl5!rhL(XEw!h7OEm*>{cqPF%H1y-)VIa>8`~0|IaMl#OD(F z*+TON*mjvZ$&TEI^>-JH4kwVe8!q1E|9DdG#kD5l%-h;qr;ni|YR7`vH*_+Fy{Xi0 zpH^emr!a1y#ka^dM41g(kc^Jk(?2U-2GcFixrX6v-a57B(aB~vgVpog?M*xzBm#DF zBzeKEvM*4^;qF%67SCfH`8LGRtK|N zYqG82Wur*;Cm)@I_y6JZU0B;tsn)P-2ItHX%w6?3JrCD*c1pjN9E-3c`z2jYr-|y; z!1D<_wK9&Jg%MxC{Tz~fY$WNy@?F&2s8p`-v-0C2->-o1`_Rdos2#LB9cvcjY$H?=`aXjmnG4i~j_Ecz2C-tvz%zTIJI8_%GOEK_A zmfg;lj~3wjKXPS{qYr6%G8VpGV5h8nTS(SEko?Eh>^`#2VEvjr=MsK1TRdq@vNHJ4 zOY|v+1BXL?g?^I4yvtbp|Q*io3jtnz6n&HC}t&Enh* zY92?HJMm%_wCh1Nb64`-=WO+UV7H+V*g&$)v|G)_*$Hqq)cV3da|nJ_<2Nk(mQ~MY zvqyR51^AHl*O@Pt?0}E^d>Hbdn0$$ z*6H~54zJ0sJFutG=nPcDF}Mz-x@*U_Y|PO6H~noZ~9=-z^aHJlrQ zec$tzjPH-QKKX%_ii!H!8RSE}t7u&4#8clEgBsFeAivML=d}f6$7tB@)OViW(@D>>td^$pMi4w(A)a^Zfi&{T%Oq2R!Qz?WcHYOZvSnrW~crdS2a+ZHhy- zz1||>3qFS^LG?We*neBm~$g9Tdn4sbjcH|<@j`uPm{@EXlXAZ+fWKJrah9?IKKz+ku{8I4wOL@9xKtDB<@stM zp7a=*Vzr^Jc^{?ie&Xu2@W|fw$%*}fGkK=+8MY14|DOd`$v!s!!8=!#MMZ$~eXEMk z*F*a=Iv>ZP{jvCQ@u58%Ua7q&e9n$DopI?B9)B#Hl6SN;e6y!zR~mH0+su*A6?0P- z{au;Pj{QoHtSPyY{eRSJWteB(>ne6F$#at7|08#LtqW%R3p{=U8S@VJ zPiH!5c`C`WilCR#ZHg;~gV-(4Hj;aDxbLrsL%;ifE>7+fEB~QqH})LO=N=?sc1gcN z{2z)Z*J05d?QO!cQIPwYEXi4VCEOopv&=xuT7>&C>KMG3hB-RD{s#U>tdquUg>U1OAB6A5+9?6Dzm$K9qMe# z{k1lWUiXk}Io+EUF!erK?$0-hU}vt_A9J*~BcJH4b3xqcj9-OG_%%-&Q!qm8cBL~3 zK1Ep|y9LY@r9Sd)I%|#;FM7lL0g^8ejsAd4W=HK~`33Bp^(>pQ=p?8dAu^5-foIb7 zC^7L_97vARTlI7g4N5{XIY2JP-$_~;!oM3rW19Z5IxwL|sWDiK zO|*X=j$DQPnekYhT+Q^CIojD-u^|Ti=lpy)EW)Tmu%o^nAAnPGhqrf)l)Y%7F{vaz+yT2+c}Y`|W)|CBDf%7Zd`WS;xZXF? zK2O_jquE+0Wgpp=elO>5$$xzmt1qK>QxWo0tD)d zIyqS{gun*&C<~#FVOU%F^?JR|86wa* zTFOqKw?gX`GGsl#-v!!a4OKE5mmt9w<&G5hwvep2Xk3ql&VgfjM{*bWJL}(tzqR1^7YvvW$-MV{tKdqdo)P0a_%$YdS5AL~2`v+EE(0`Fn z**m2y1n2VV$#f`A%Bn1}i%qwAJ{q1SWAXv)_MsY&uvhkg%d^h`eCG)Dj(}i$k`5Bj zPZ67rcQ&izo?+cuBFO9Pc8FTl*>^L0o~qS&;6*f_2KB6*s#p*=Zs2E&jXJd)9jxc< zE|=NZA8KI>%k~gs>hZp-$&o!p4}(N;#!l@?o@EBOViT0wQE zE4Rux{jRa?G4V1x24y{Nb#32=tIOaq5x<_G%Sx8%=;~k^94^=5D-b;2|L)Mq+`+5~ z%YHQ9k>gUfy9EzAIhs4LsiH=5j(?`t?T~m^z0S_&{q$*coMMc57QbHA|0~+6Mx!El zlkCmMh<;_Tdw@7Sltj4)d6G9)V5jy4SE{9P`El{^N(kOf&cjHQ6&6Q{V9Ba9NRk{%8jii$pbcGXW7ICaz0N8JLO5$|`_XV4$zRrLQ^#(i`M;vxQl2#g zvtQtUg|wDD8`&phr?{5Lc$C(PvPgD1ct!gcU|$>U4a1I+`kIe>#k89z9#wGvGjrqh4?3zD)e?t8Emu?+N{Ve&1X|Wa#W}lY3)!HY*F2>N;d0O6% zWhaO~_}E|^*aqE7?D-O$_QE>3HnwVYJGLC?SYt8xBKH3kitmd-t9(k1)O(C@+2=X? zQ}xw)6OsQgvVX7FJLywc)U8Fsci8Moy*%Yeivrt~R$~|4D#G?c{CFRt)ktzOD=*;P zk1AE#Q;l-Gqr0B2Bu6qZZ@{Bj;#>#*nswdVc~Bn`z0b}g)aiwVeZBvPSN5;Mv*dF7|eH*NA6B67^9EXdU&1`+1FwytGs|e zS;OA}Q=TPRS7#PFnhb6G*zE?sa~5fDb99<$z1dh^S!{Smof7n4&rW}`ab{;fFX9}` z3rgT)UFG{j=w|J{jm6{qju7!LhVUq($Up44l3hv{T*v1PPE)#mDC%b>RevRVK>He4 z4#4N7_&S^S-b<2_?3g`WD-aaaxT*TO>BIOD}>%;yN3nZvCJr}uaAjqFl4W`{^BY1^l_XqrmfF^;LxY6 ze!Q5lM5~W!wLY)u59dc5+k!3IV4e9*yYTi8XFt$-=3LelJCZRa^B8|tr!Nl~h)ZXX zD=Uc~hvtv^{T}A+eS3#~hmd{}BoBdo#=Zu;;~z2lYkfbi-RzZ==So#X?tAII0lUv; z(eNj`N9Gy)OKK(C@==auhoM}#9Hghl%1(xDW=Ll3O*1^n-016I@B{qX`I}sKxt9D; z`*}mRjCPr))KfGYqwT!kjIUklNN-Y1H+D?N)voYKiy zDe$j0?4JBKS^0Z1zU_ugU+hTE+u!-c7m&?b=!>1-hyfe4bGh;J9b-)!d??TI*TeKX zUOQ8C=`M0!5AiCnUZwZUVw>YR(9!JnpeXr~{~xpFDlvWooJRVe`5JTC^k6!lgu6%a z>6U!IJzgwl<^A-Zj8)aid5OATX>+Y|=fHgx1oGq}GeS;;;zc6IF}OJb6MA9#_k8#q zE!NV?)qJkAG52psZ{sod;KtcFk}Ud1yWTs1)gBfXUZ>6H`p?{@{pp;U#1r)L5@aTj zEc;8HujCkQ9KyNVNpg zCt%^nM%cORbG#UIwbIYAL}qv84NUS6UV*`PK;S}Nu}~~-!7Gw!pb{zWWZ&#LH^9ht z5x)LQFU#cGvk?2;OOE71f4JZ}CVAWc)k1bK$(*tk^#4)p8m#tw zUeb<_PY`=9=1;F+(q-RAQr#+2?TRW@W_^ zw%iE!GhlR|Bk!=&x$qgsM$`21Zow#a97{CBlmTRH>}L!sysYhyc};1ak)2|*it;~p z%L=SPu>U|zJQlNN!zvjdP9^6p(7KfN$UC8M0 zfc~>1`TdZ8l21Jc%Wg{K+0kQ;?V!~-SeDTGkr01@_4A(pLHOj2mfK{+&Dz1u*iuQIhqSVRX1TA* zJJmcTNbdGwq&SPWBsbtVcG>{VHssF^X2r$g>|Sy)?>rOJ3d7+hIu~Z4SJ~nZY#4~o zmpXDD&3`6E_E4RQWxM=OHq;?nxq(*O*tnct8)_-Jq>8avWlXwBiIL7s6;UtH+I{3` z%$qYNT?MUn&RoqJ$##%Ey+4D_4dQ6-)!tWkIe&hF2MlGQhsFNQuqcXan=s}>{bp^; zRd9cSjEAyw9ahO|>Ir(8LeA60xTeOpp%BmdxLq_k4l7%#I|Qcp`TVUGyWmA~b`9~H zU443}k-C`yHIR1Ic+7!#{TYiT3sY7y+|DyDz|GBgbCoNOr$y!}wEmFya8$ck;On>%5K!i+RKpdalQi zl@Q5Op=9;DMW0=0oJ5YjvAAI$8_sNZ*zROjM#8{~L*Y(_onWlMmPPG*~t=N*qO^@BOZ4pTD%U z7&@69a5X)W=^&XZ^Q0qrf0mIw`$8vc@9WyF?+WKnEXcFZ*XjC~zf+*tOU>PMDP%;r zL%pW@>wyc0K=5f+&#u9RdFnh?|In!PJL}xd4u_Da7nWwbcNIS#%M;J!ndSA|#z^@zwj3?aeq&6kq@U!2 znWDzK@Hk7UX=J-hxjE1{5d->>Dyz}5TBkVa?k*^q4D#FfV)BghwewQ z-Bu%NX0YDmcuSIuaWr?~myy4lm^e;5=ipFJS|*dk^L%)ewi@!4Tbyq!3hohyv$ms+ z$Ulk&e-#^x;97a*o`u;NyySM?_CBlE|>ck87K#4gmw)6Si1#J)uoso?j2`YCVh$jYCoYUf>kRsdzj*-kdC4*O29 z-K)>Mlj;tw@np(g9F-uj0pgdkL`zZTNuKx+i7( zh+o9Wp{{ImRoDvSFC%{s2rVeMZ#f1-a}V+%q{sVIkL=r6+Np7|eI{D+}=;&7s~XOg}L z<|K9=pxrL)bSs_q$E;7t+ydTNgEgP^j-$aXj<1JXR!i1_b>_X#&{uKxUdUhHqy3#^ z%N5e2J|*MkBKEB2+)EhN9FJS-y$pPQVgHL*sR%3Fi!&d(>WDn27=Q03@kE+s_vQ9{ zrwfiH16*-To2U1?AePyl74Z90I1Yu*fqKl|9(hZCs;jik_k&k zpRV)i6g`)K+>z{gtMe`R%oC#DF0E~V^>|j!%+u^2TiUpCuhN@XFZ;%2Uy#0#EezKI zeElTRCUY+8z%WnjpJVa=$n+*W61~@GH+$1$FU;%Izk=jF^gWoA%lPjjwD^_u$t-oM zws(-Ty7rf8^BX-qt_JWKyxY*AT_-K2el%yX2iNuJHhW!CQlBG~~vFMFtFCzgu(yq$tP-%zNC?NCz*D-Cpy~s7Hs?fxdtlxluWY8!1M}KZ&Y?QBwFEbQ+CKZz0qnU z-uLF&dGDNO2DkI`#{OUG$OT5nPuM9lRS##$+=C1@+GoGLVk~i`2s4@GZ_s;okDNlb z8}xcNTspCIMR=x#0m_WV;wlACqPmJM*+*-(zAm6o8|QvtpFG{k^N=1&z3$l2WUc6W zD|=(-%~cz`OLqFKmDou4_WV4v()O~!9JqZ&uVkd3i-F00n)yndAUH`|e;WaIu=ovp zVUk$52UAYa!$uq*%G;h428`-jNd*1i_?n?G2BmR87{(w)5aIr3KWGB1In7s(^ zlNWsqrsnC-qoQL?wY&NIFnzAzUH=r=D*H1fLw{lC_Q16xiE6QbJ395y>y_lqe6+{i zGh{7no-*g%bFy#_;I*4s?<_q$LaHKau3_=^Y&%7d_p-!sd_HTc7ea0Z38(67H?|(b zzLn_PpJ%LcZlM@oQ|*5EzLJiGwRSzP{2jL*($)gJ$lKV9Ff%*DW#@>jstt2182yUz z`aaGUcCDYn7Wu3-%hVh>UG4&tf$!ok0NSa$A6z?+vPkkJ54PT zJ@UT$UYfUN>CO5(k7Nz$m>hsd^OIyD9Ly?yL_In2AoSlP(9pJ{Xh}p(Q^83RW2(ry3w$!Gs!l4sk6`1E%Q{5qf2@CC+E;RJah?NMyfMhsS>2! zjZfinvL7@MbzfkYWcp0jh)dOZN>tcL)?45O&(R}Sy&{B?NhT8@5(c^jVwN!Z5tb7v&&e2b+SipbN2aM1Ws(sTht@8`mEah z^^%OzZLnsnBV}mWo4o(OE5cHruO?@_F8gPHLB9WJc`<~tlUDW($X-JSLb5o!4&qBC z#DY8voKK3^SYrk@CTH3*I6VT-H~3yG`UG#eK`Wymd5!im3+n|jXD5VDbmTWBb1y%P z{ND55mfdlR;9$lEUU zvjYA{Yp-RvqY%CEryzmV88?&@j9BX8uy%rQ~VjucFU! zWL!(;+5C7WMAj<#CoUGj^cnQfzvGcYItBwX;&QD1XnL z(lnlRvby!fsI~eVrFK>YX0G5FN^KPz)+m{HP!B)v<sDk9(8D! z?BltIKMHSFlb{kgcCyMC-k+z4i}=E0^#9&fMpgx1%_@zJJN;Sne$rfFWV~IZea>%k z);49Io5+0?UMy8R_pZr-K2{tr?f98wd5m=L(!7Q#L6cj7wj^ zc>tN;AZ^xJWcKtYuu7)z|Fm?Cnz^2@gBOqCTjmzzD*Qw7A@AS**5e};3&~v~L{?1<R-b$9rV#~uU ze>%>tAV+h3XNBb*1?^PFt)pR+Ia@d)lWs`leK53eWCEMV0h3|PE@PlzF`G=Ba>tM(w^K){%G^JNH zwU6aF6>y-uh%yC&%S7|fTyZ_@Q+AN(DIVR8?VU-|6?XsAcW-F^$hK2y@etnpO~271 z&oT5~j&<2Nr?{Ww&wUPphtRqW1j}lxA-%fOFzfWL!m{i!_bs{FYNstpMzdCS8eYe` zS+CF<3%?}eSXzgftHj+Aq(7T1ld&zC^yaZkbMmi->wN{0qcsW2W8!b5IE_^n(c}QK zz3)>`GACzL?jHYeb)30Wx6+`jD46%RZ-`%&^i_xCnQJ!Pm0#A!_V6wHHRP#FGWI9l z9txS{n{5Y;#bQidz3s<}UD!HLL;lsu@x1C|-tjV4&E{#@)$%ZX<}Fkqn4Tl05XZLFytAuag*+)i11?JIQ^(ytZ$P;v#y!q!lGXWM z`s8^^R^7j-=PSw94NeRA+(;-DgLnyXDsxh17L+~0NPDb!v_`4UBF^7NqeRjpUH6tS zdh}$Wt5~rf2IX$&w*v32MvkxGw~bxuh^b{rwuM}?M9pd>+8`>7#LyD(sH^v6(i=g$ zOL$6FRE{IbAYA=P-CkNbj-9`O)v02~96G-Rx$F=&Mvq@$-*BE^3C6u$+vI9%y$IU{ z%kwt(L)t#;is3vm=6&T@cHg7NuC%J-b7tO*=UJ<0k>`>naPMR?%~v~XlNPzFThF?+ zwVX9P--)On(ID$|Gp8d@t`fCx@cS-(vn#_8J~$Hs9q9T#?!Ta|0b<5fSiTK|FAJ_; z52ah4zkDzHm`HG(Kt9AXG^&rIY0~;N0tVd(bkbY zFlhyqUNFnkgYMA3OYIx^aV?Bli_h7CdV#-Xjpp;PCiAOv#nM(JtVz!7(s3X>uXJoZ z)U%>{gh+Fd^ZV0gNkMDNV1B$357DHIqZ^@gwffy%8T`pQcWL(xKHQKWWHs0^EVoaT zZAHdf&Sxgy2Kvj-vQY25sTMQ;|#-q3dPfMhLSBk}8ZBiT+d z?_oUo79*2Y>@#%|*|))Ksj~}dx`=fb=qdT2cR=G~$d=K6_AHKVZWJkwC*lRCYM&iXJjBNn)mhy8B=3b*#X`?~* z^xY;hys6w$W6ixr>y{)q!^ZCdu;VCvPntWwS0U_;NvH7>8xaIPkXLWT4Le9E)l8B)|E@-|T309%g3+ z(=CdO0LaY^l^z2wH^81nSvf)yU=#K?=7n0^g5_Vzl$s)H0&6c_$BI>WMIAn{L;W&p*5CoP3$Aqz(dMUYI2HP(A(f}mt;jo1 zFS(*#icjxqZ9dCYP%H5$k-IB?_twKuzI!1I^X?+~Cx4;ialB!z^P5PS_e$B{d^A*( z;p$YD$PPZ4iIkDC0(QMi%ZJz|`~EHCRWn7OgI)E^X0z%n^BjD#lI0|KWgp;CW+!~_ z%H&x+^u~=nMwqNh%gorD={!*H+3#jNX6+}!^`yrpl8k5L_mr>dTU*vST)fOP(Bhbs zO#aCxHj)n(#nhtuIDw`+jJkUMr)aIZgQ;`mRd)MdE5zrT;O) zjxmxnVxK)UUR)3}ZpW9#70&?fKwtwVx#Q+b}Ha?+fthru_r-o9q|Y zlW>xjucucsIv#*$ukeuU1N0gxr$grvt$b~4%`VIB9sk?0;YywXk&|w2Y-D~arKF{83 z)4m@IZz5BB7P}3b?iM4yplQA-CBH!0`Y}-mCNM6RWw8*~tUU>5r*3Hyca^NQ0 z>(?;cME{H_g^UxkAv#Vxd5e8=!tw=d@QZ7E@w_H2az@eHysEL*^W9*!SU!Z+lehC@ z40&4IIDnQ@F)&ZNYU(|CUmF_*vTCW1UJGO9zoJG}C=?~}N?6pvzxpIgX1VgX_5n0@ zX!CIPxgWbH;>c6vxrw!AsPQ=*TEMpvzkFV;qO5bSe%FXDm2f)WdUI0KYKZ0}g0G=^ zx+ptH1n4A^%~Iz-I(6m4*-85qIevwDGKGDw{#Rs9{^78%5lM5pTlOEEMu*eMpHnxE z@xMFE_k_z*^5t36W(K{U;nL2C+7{doaI$ z4Sz4<`N@`>RhPd&tFH z_9ZLj7qBholh;MdLi)%~(T1$oTYFhq^^nN9&Rp(3wwNY*RW+uJ(8Eh&$XV=|+}ID( zc`OTWB1JQiYZ)s(rq#aKob_qR9+o-rCfC}rb)F$*C(KYhy2_OUwY#)Ht9anoSp1Hb z>xv40K`9x)d(vRI_Od7HNi&%BG)+c@g|tfUrZX_0of!8D$#b_VXKUZga_zA@Sw!Ls zFX3!5yk^a1?qU3)hb9I6jRX09b&xBqAzGAI z9LE1`flcZlUV8l?U&K+QEE3hgb-4Tu-DEIKmb_u!-ONU>@urL_|BB`H zF!W4_{>s)Lu;Zi9$>~mM{T1VYr$*2c5+J6Ll{s_#LNDq;59)N`IMjlk2EdbthPmg})P40elheRx8DSY5*Jm*LE-m^Kam zSMbAA$<egKX!MGAxs!A} zS$pw^$y)0Jqt_sODR!L2MuRXnPjF+=VK8}<*YAMtLC~10*LxuJJejgG>VCD8sVN!q zf7RD>;!DmR%9-&CF!N(<%H4rN+Mc18Ico1A!-wXvO+}%8EPkN>zlf-P@ahBoB#+J+ zKHrXkS;@ZTU&hVZpdj8L7nVEkb64ZuW&JV7JXIYE75o&$JmSlza5898>c`+Nj zFKSgJ+l{`548qr(JaCux-h*B*SbRbMM5d>`f0nKC^s_Dbb4o^Qyjd(lCl63vpY6w< z17TWByFb#Z77s{{m8Qn8th5}ZkF2dIqQqRb%DRtH5O|5S<;9X@LEp=FZy;ND(fn|B zDowgKp;n29W&g)3T1*a{zm;i^U&D+%Sp&I)jLDaA9x1!>%g&=+C9NzQ=%&ybN3_sa5P{LUAtscK&joevXftXn zr>O9&DD)|fhQTEnxmRIZLyY*x^`-chZ$meUI@giD3Yp&L2SebR96&|1QWUcefyEhk zF`ZR&*51=(`<7jjz56$s{pZ#71J-zy&uJ{U0_`jN~O%GUdHS( zBz|AXCt>ome*VW>-hj$+?AVh$@AzzzvGBSAy(+3dM_fC!K>D8x?EgLtGAd=4Q!*3f zY2uQCI6Gb2U$aie!Tx^cu|(Fi+z-v%RXI&$%XhMzp#B#PE+k(&dTn8~nXHq{6R%)e zCA@eM8?z%T8A+P+*(XHNL$te}xOydaTx72G1nobB!2~Qim@GMqdyhEr9Q4mJ2N@`i zWi@rqxqQp#$6|f%vwTUec?Epy;?uX;Atz~PC&ITd&G)1HzUlWiHqSW@5AccXz$}je z*-`MatAF8rBfNgcDDWKLdqde+C-=a!N@BO#>-j`ZukJ*;2MQ#+M>~_qP#kBj5`)fH z_CZX^YRTmDFARg`Fze1n$(;KPZ>cNZuEK;uEPaFP7qD*=9#EFFJNU+7(E8q$^F-_& zd?9?R2Z2H&Zdd$I4$(LH+ZF6oM=Xj)S*x1)b48Y}prOJpjXR!I4kN`J6bG)3NI4ZyWB;5!R%7Zd>5E*JZo+w80cCuDdZHJoHCTTRt>1s zF#_+QOR}*~f=@EsKFV5M{r1I!-{|lPuStleq{q5FK^21c*rMxM!h z0?F#6S%DFcu=@}2c-$CXP3#y$(|*~;A6Z?I`@N$@yr!`Jgy$uje{bA>4$E^6OaqALTVG}4T?ZCC z#mGILwaUinBlyQkNp>DR?jfTJv~jR>PFT`EGtXivqK~?hA)rq&S7O zs=#-k_Olzf9)BN?3-9~eQVV}*IcJ3|*VkL3YdJQ~eg2Ffn_1#0z1^XmT`+iBym*DJ z@A7#=+Rr!ce-DojS)rPkT8&R8uXr!W&2}|evrd8ccHZ~|&64+MkFu}g@kD)8h4gQF zx)6h}G@=|x$H_2A_Kw4Fcb(oduj^`J+tm$r#SEu_FS#E>|Ae$&Hr~_bwB=b z3*YJwf#y&?g8vR6@o)4_&dustt)hpV96O#z=JeJtpqQ1i&+?pe#lLx^9!S0haL;;} z_AGHIOLi4|u4VhS@Ht70*sk>|WX+z44J*LB|cFoS222fq(`d{pJK5kuI zFgpCkhR4$|J4}-CEjz+;!rXt59$O%DVV2&22^C%Ifm<_Z*@-`l(MDxaI_o-Sl5;pb zKh^hZN-Yp!E5Ifhhi}8N-mKAsCm*WxR<=t{v|70QzGyK_&9Ts~ft5X>{1=peA=}+B zzrsj#tIx)W;T^Glf&P<&XR7x4iKu(ceqZOA+nk1EnQ-{Lxoh~>0! zDXp@f={lIT!i?;|pX_QS?T_=S0lh}SBpHBmqQwX!`BVJfOclu*{R& ze5bz|(`zVOlGH<3vAEfG;>N{#%KDx>-B|~hp{_mz>H55B2WuV1|J!PJ3`Xwdck?0p z9b_KIzkNodWKhqp-t2B(Pwz3_S986spYz%MH?~YBmMcg#0TMN}`!_$!>~AZZXH9Ky zQK%Ik+gLCL{ltp3`DO!p9gDT+W9$&}E+oMpaQH>^{g^#hVN-kZZ^F24uBOGO$Ua__ zJWk}j1Byl1>^S4Y3$#!6!Y9ZQ-(Rk;WTKwn>JzNF2VOZbwHE*U9>1QVXYS7&z!xuu z%m$;gRdfXcpO_#$bM$+5V}@t|n>LbL=8nW?k7wGzGHXv+hjsGTvotKOU!BRk9@GbOmy>;|IU8&{@1Z8AisEeH^yT=UuZ%-cbBmXEt;ZjdJe%@#4^8 z`Zr_o?l^x*0Zy+MaQG|w)FET?U3M*)^Henp&a;ghAeXx)$BUmYv-LSJyF`gP*mf7L zmZf87%xFZSoU>97y3fEgE4^|)=3(sCgyr8Of4&J$Ct+(Q%^S4ceF9uPdiq;hJ|J*^)>wuq-l0l zS7w2G@G+;oj?!ClkI#iw6-cfm`>~|`2LC?6maMoci5HDUwUgLmKhZ3wyVW#WOe4`@ z{PzrHW*ft%!E_UOvn#uTD1HehjTTR?WU0w|{1!W&XMu0DJCVQ7#@;d*kug4_a|@_s z9ZT{k<&O97^q+E--&Cf9JVBRv7#+&f4KTEb@_1$nPgFlDB^;UkJm6gX7 z#H3{Z*+`BGV$pA;&3B2c2q?rp)#%)aog2a`dtRq#_bPES&k~Ozbp_XYDR&?5-vOIy zxKo1E>1Q9b=HYuiym$|$XW{N85GgA9G#AqwDV=ycfoz4@G^avc>604R{ufq1soihk z^{t;~Jf{K~n&M6|{&oy4Zerb>q?r@yp5{?~yz7VedB&05Z^hNP*0o!4>?2ZMqUU0y zXilb6&}B#94E_D-Mg=38ITs=RB-F4@;8b0k@g zQ?C@P3aR%R8UJu?1C}I1>jQkDGQ3XK(#s;kaC-f%#%he(YV1kwqL+BV8DvYI#mV%n z%8Rnge*nvT!4Ab(BH7i8ut6m;rv{IIO`R%`El-B&qCxKVRuMb0!r~)ZoS=ngv@lkr zTx@Jw%v1Jh?RmBxYj%;lvd>~tJ2v{6&Gu-yH%2`R@rpFB0Hx$dx=D*4i?aj7$)h2j z)xOI}S(@dFv0c`tP1M3mUMHKyll&^*N^irDtYJ--)Il^KBhFpmldoA}08Fy4`AQso zNslu`!v(B&GY#tF(@VZvZ6@b6VqH!i7**h*6U}BukoS1kvzN9!q;jU@nXEU1jpjis zJC+XTHy@GtLmK3+)rX|ZbMUPNY+lDpUeeoV>YV_)$IakwrgME!VFFnW;CWkNlU1Yt zndiL#zpwdr_WLC()mY50#)Gm>I%PlBYff*=c|bpFaWapYMvn`PRWH!8H+vtb^(Qet z=c(o7`N~jfW*j?AiRa-_Lf=nda>m64-mlQ#2v-i^&B@yQE*TEOyPUOpggz_aM>qY| zVaMjAUM*g4@cIvBwc9PNa zaOnNdyY}$-MO%Z^>S)Ha9R9z-GI{I9h|-HNu?oEgVZt2+e)%g+vaYI#@++{aAKkM5 zp_=zq$(J?uIa@0`uUFztzM)=&OLf(*0jXuKKgw?=;M{HalYG^4=>M@Rr>T7bNvA+_ zI?rmW&70`H&i@m6(Q-QGeBXDl>2Y4PkY!rCIulaK&)rU`LOgvGo_=p+jL%%OEAC$h zkEP}St<4tq8hNryAs#lEl_&6voJLd)ivRdouCI4Q%Abvk9n52LtX3rJav55}J`E)p|e5>ZI z>L0~&6If=ns4^0M?~pamjQ7*qKQOexx_c_|RSKUe^uL_aE{IHg2Ti-XF(OSwb`_9_= z$|&<4Z#Y(q4OpYCQTA)N?RGU!vIes74_f&EFK<$Q2K+wK$H`>L9{HSt^CTasK-R2K z%D#jSe5{14x$C?duacFnID{X>wJX`GI4f@RKJ(Grj2lI1{xhC`$%}Iu)l{#4Cw~<^ zCfZ%7d~LOobMIg}Wu??rbUDeD+GO8qPVg%(+)k6Pw3hXZXDV|OTeQcBsdP*}+#L{q zjFeNfdLtxy@|06~XIm^egY_=NrD<@@S>svhzku&1UwZD_{>_Hf#n)F^_zB$IN0Y4j z$=RpFG4^ZiZ1U+6XlI?Zi}~} zf0EYLiXMptGxhrd?UV8MXa2PwB3V&V8M9x8&m#EMrTxhTeeOrwUF!DbE8CUNInlG( zXAh*Zw;0;M-?Q{QQ2j3Yf1O8s&GK`hy8;^Tvfuw@FWF3% zQBXOG4aY;MyJ(Y>2B(W!JJrn@HJ7=b{fd?7K3m&ae>0r!RblucMqdN1#^UNL#@nGV z%r}n#m{NwOx%V_cY$_?%-39-V1@_*K=ii%qUqiC-Z1b@Q&`Z?Wf*)CJdjjo_)BZ4s z?kA4tiRn{(Z9eN(7qhEj`weXM9}8bY??1^_mp$u=6z{RXP`EbMZobXe(bk=?=&IyM z5j>18BVvqZk<7|(Wu>qA_g)faf9e~2?HQ3`Fx;9$X|K{f#GB-vsX~WjFP)5IRpHrK z9ACnghmz=69+1-*9)jilZ113xY zPwR(if2i`i)cuQf2J5$#ewOoqV)VS2?5Xz>hFnbELHsjM`Pyr>EnM#52{{+*6^Les z%uaq>m{zmIhTJJ>!ur)=^F5q$|Md*~&i=VMto)8wC9tF!1h!#bG7%k1zUtaPh`(;a zzi+jf6=}dN3z%9 z>i$EQS4lM%8V&JhvR9LFxe80Zt^OVwUStk9UX3kc$4_+2-qLsUf3fn_Sha+2C7J)0 zQubq9c$Xx}T-%=v9kDQX<(?*ccAh1Z@wt?^!dSCPlPW`;0@cC{ft3~t}x`Es%6 z01@XlIF0f8EZ179xy49yT!Hl;RHKT%AJA&nIxm7?eV9JslSf%*0IXg!W^Q#YnR2fc zNp8d2ZtC}Q{Q(#zN9l7gXojKNl}&!pD%yEkjS(bVM1tIZdz!D$H3!+w!u2raQy5)W z5KlhGo@9DzYtEAM$k*_&WaKG zv!*0x3zks+dFeF%|-&xD%%Sm`SFX>IL z&HBDXe?9f~pSZFH8`|Rb4206)C(k(eWUjeeR2>4NWHUMst_|V2 z13H<<97WcDakC$bXSeYn^&ZmuZRE?Tp$qA-9MdcE#PxWYJ4M+^`Y#;*D~MUE`1o(^ zw}_NeMd7Pi;X1W8W6K?Eb*|ssVZQ}4pCZ|h_}qclb!4fHB-tN&Cz_qqgVOJQ7Ab!} zIkSc+`L(~`H+9I|hn~r}n+!rZBf2C$A5DkRW(PNEc^uiQdOb^fXY#B{w0>UeOW~AV zdZWyIvR8P$SxwdOQZEo%DYz z{0@<2swlNg-N~+RC;1Rpv$r_8hV#_nA=bzmxa>(d4R6MZCri~%F2L+=YUSEV@ZUiC ztiW%WU{0F8)F1 zoELbUdO3GBIj6Edq6q}PR(eW71XxlqKg}JW?6&n7!k##FpRnSsNxUa$Owyg0Vmgi1Xec*n!Axsol)@vUBJ{-U+5qVV;Yn>}uas?$x$ zE6Mt`(mf&cGRwEdy$|%$QPjRn$*;xte&S7bTA%Kd1?<%fwk=)RhNVZd&QVa`D>gjL zDsypY1DQt_*l`m4FX90`>GXz@JK41*4Lad$&fqwWTkg{cF`kQq*OQvbjTYxMOcyEeh=kNI5(@o^Q)?!|#l7_^r3^+@z>!Sxp6 z*U82enEd4HRU(owLWwy}m4DX)O zXYL~9%(Is4b(1ppYT*^wya$)+Ugd0vM~o1S+3$PpyrJ!!)3lZ>?-tA>itzs}WGl+H zC4D-Iub!yQr`3Flu5--2k`ZMOzqyzMeQ|NLcI#^C9J+k!(_hp)hK-WL?SEqNY;6=} z=iDF3UWppK=qzJt&cAGm_4g@zAl;HHIeRh+Vct+SOD6tPA>YcJvayyPpwA4pJ_$Rw z!D)raT>+-G^_hKQFL<4??j~MvFl^4k$Iqc&5mR!$%jvi|jKqsDrlwkd;`1W>?PH{? z>h%nE?nJIvM7=3&yk2|j_4_XlE+f%0SMM^CpQ5$>>2wH5%F-_9Jaop-TjBf@Sxy&m z7i+(vvRU2!9gPp9#a((Ij%fqw^RFJVZ>A4BpP~Nk>`_!?=}hC!kSwjwvuSc4PktLS z&hz?0QRF;+dMXy2&Z93EZ{lT-8J7=YnNRt|lNdCDZ~g@5FZ_RwJSP@l@-HO6gVzFe zhv7_Nqw8P%K`KBdt&6}@LS6wGxd@zU-SI!OqbDc$-dJglx<78 zuF%~F(~Dh;(E^3sVUwh zFV5-8PgHY``BhfNoZ#AGUNek{kW|7`Jsjx`$kJfU!&K8!rhgVNz z^QMq}6-VDQLT!UmPGe6-(R6WoC;{`2B^1CG|NR`yLY)dh`30dcTRc zC;!&7WJ~nhN}9iT&Eq&Xn9RwK^`(~k`h5m!4gCxv^8i}xgy!}7dEX4R5WKSgrZp~o zDmwkD<;x&-6+Ip=hzMDsTAVhwVCn>jKk3~K`Y!8#PEeb`2A$b$q8V2qQmn(9OSS$J zo^Ry2_b8i_dUH>>1i#DffnIEWqS`fBzk;zgxp;E_=MEfr&Masnn>WO^zxc^waiSJ0 zPa#iMHV-$ax=0T>8S*7|nFF(DdE^+HEr$PfB1U!)Jgv`W7bV?v+AN38b!ZkYRh-< z*`#U!m&y96Ec%>@FDuwJtHpAU>nbSc-e^7gea5c8>v<=n zR%l@bor)`wHG{9P;uyN^(oUWhbW|qa_49pp80vuRmWZ8?Cchl}saVj~?&S0}AdCHGG z;AI#$VwIc`ntX}vNj1>lrdkQ1*2UUG~vC*loeo8>8 ztkLBXb-sk|SL&B!y&X#D{^=(oTYU%(Fehy!f{)_io!D_3OscX0 zS`P7hj3+tc^gC?pq~BTm@Goq8)QDC}6nR}s!_}wvRE`4Vs$V%5gAbTsUo}>R$@njetB?sK$B53w@?@=zfQBHzUPA8v3n#_WC zV|W{uJW>SiAii8K+K%PjS*!oNlIx*UjNLLm)MeAg`nZU8$p<|hetqEF5Ldfl#k;Wo zUNo5m`G?qkmR9QGe0K5P3&rKo&f4?xEO!o1O@6~Wv9dUvlc(lOaumhZ8{k=&FJ8w= zMMbr53i$IQ9mbm7wBQjJ)BhN)ABnk-Dwlope`44|SiB`J3?fHez2pqCoL{h_AkHph z(<%BN2>+9O@+e&Xrt8V9(gMF~(=PYnwnMxo?;2xN=*}V!z@#$Uj=-Q~T+CY3tW>NI z&zx5^2-bf}?2Ov#Uwd>*2Qllx<(ug02WPIy$=-Rfr4 z-3qm@ydFo+L)pJ9W{fZ@7xKyd{`P^u256RH;RB2pXRu;c%)CLO#^lWXkyCj1|H#lq z{7qhumOSV>2sNkqHdj`Y`B?nvRG?E%5BrrK>$TU1=J)Z(Z(z5CPbOdYSxW8{Q3_#7 zcJg+C+!ZWdU+M02*~xmdvFizJ`wb$u!LP1)%49Q?Jc-FD|BD$zbjtdTZP$>siVF5qu9Qz%To9 zZY5Va7V50-pIW&S)AxgDTXXJ;eCbOilPRo@{wuOjcD!$3jnbs}iPew8hO_mTb2Dzo zr9N8OC2~CikwmejYUG|?X3I@TogJ71@hrK0nyXRRs|`HkWi|G|?@xGN<{RV~QY4dG zvQ~G(mB+Mw6=^=COZIB7B6Xgx-OUq@fmN~tJZ7Z+Tko52sG<1y1MLPvH0RysbnhnE z*c~hW{00Ep29n# z-R-VtMteJZ&(=#%bFk0pp7WQR`7D{D%i-4sBTX-*4kK+_SBuboEdMBnB^ybeo${CQ zgb8%Zdd%{qu8n8sxiXThkE(k#{l>WZrrOW&unziaOP`|)qFhe!oCopb<{m<(+)vB> zqQ0~$u53R(dmxJ?YSzN^lOXmMc4SA&BRs1e9dE~~SMcwD|O9AczBkwuOWzk+_w zD!!0Ka+hx_Jlf;UI+#?VPfypI^3x6UnkvHmA0sbiuY+LyBY(rnEGKfD6 z!?Ic!1=qo%>_k?ZDSDhwqISyUr0e^A(t%{#wU$+Ho4wDu-c!Ya{(cslO5@M)C#RjZ#i*RF zG#{7atvA9oyKyGdratsr^UkF-s7JyTr0U}*`<3>xR8GQp7dM_G;mLH}0jaaub+Fk} zHzVXq+#KxvXE<^>pXx^QS7`hj`_A&ZFd1fOCtAG8Tl&E}PckdfXB!D_^;y1e6;`Vb zj@8EOkI6Kd{f4vsF(PhqAou5cgIMJh@;|{U16bv7K68yIkxc2IV&yA(`B;o>i=VGx z^Xsf#6jQQqc7TZ3jo#<7QZl*TBJOQ7nhoY%?R~PIEiT8%JQsOP*~|11#w0IVvI%~! z=WF!c66W36A*Z93RpKPrJ&eQ4S*8w|)5kCDRu+rC!P>DbSe8c=H4^1)`g`bcEnDrN zS=Is-#gKCj`kj_ll^+lJI?zrY z&^){N34gbV1}tro`V?DhVXcb$(HMd|dszJD@b>O`vLaB0hu2WY7aeRhjCui{nCj!fJt z>3#0p^<{^ga+x!rvm)_t_13A8+yh}vo>V8p^lGo~!@C#7#jIeOjI{@{!6BG*64rdm z`?j-X&cpoEC+l$VG1wQ<%OP+~W|4PccM2>Ly(hz~yq|+;RD$$p=sjnbPK9vxMm>rh zn^^T;XdH*#;nr$V#N#F<5KD*M&U~gTPI@zrARh&5uN`v)s9j{r4ZH2vVVrJ2jHyzAgxAK&=_?gu{ z>%`I)^sk0@$taOiaDI1v8#eBTK^57s8P2zW+g#qelI4q&bbs&4kuD=vvXR~8dUKfO zRGAOG&rYr-kUdcEk3uv1mh#QKDlB`kbsJom$19HW*`4q_jEwbRmQx6Nu>H*>dq7_c zdBef^0Vm#F?8RTtOR0tNpCckJbN) zu-~VrbLpFPWVx%}LJLE%cN6X=^I8}Dxf)LAu)t9DE>Q10wR5*6-}V+j=2x@h>>T@6 z^xew>CD~v%i;NT5|1USzg>-p^9JN`rp-9#NHwI(MHBg+4Ysr?pS+DEFumwszp`TrR zaXY!Q4!sf$d(f&8*+$dg5I&OJ=hMWo59r^QhqlD5U6`CTW2eCQFA=vl3uPza(O7@6 zcE9)cd66(DZ6`AIQg*iJ(TYqz;8E5vmsDy4AE}}JgJ@E+Aj1Ey^@&O*i_e+rA5Z(! zcth^p9tn>`qyHdVPu)wzpH3K-)1{JkI{62GcYPW}&ZgrbMwIqSCZAtU{r!e_WMyFX ztet8+`iiZ7#M0}%&Tjg4+Pg}>-?PyM`X;Ava&zVE^f_7|kNX|WC^{>f)wb1@s!Fze zm#C(V?ALxAE*(Xfqm37@D7g<0lZ`ktj%&reWZp`C>w{TgtCkzHR-T!Bq)yJz+{vC@ zl+NDC|5z-00T?Y`Y9r`&ex}4$M}5k=_^c+MI!z?+tC?vk4FKO!ontydP_Fr)v{_@5b(* z*zZF8TP{ZYq2*)%NS?%MB1Lw=FE?)gi*dvCTi&;brR;wQ59^_|*5Y<^*1wTevQ9Vm z?i%96ALKYkFAFem7FM?9d2fhQb@25$fDdG2Fm4Vb_b2uY2ydlwxCC4 zD85XOv3fh7=ho8RTs+8kz2A6XIeeSN2AzF6S2TECts@Goo2tj^r^zSuLj< z&GN1nf6Fo_4!qLB22E2&)ldK~5OV z3W;eLk_-y{3pjl}CbiaUGyiWP=e;;x2lIY3BIfSm8_JKP^DW-j=hN9okx^ujh&zq^ zIi2@DGMDCor?K!EM!sacKM-TkFX=#AAN*a~2MzyLKbSOI{4_agX+<+eW-kja5U-E&w)ES3^mx~b9V7?zM zABR&*9Ow({0}8&q4cG4^x?Mr4c^EMbS7-Xk*($|&=tgn*VEj-1sJW2XU)hJ1dYENP zk>Jb%p601=p3&UPp8sIeQ#@n|D=nu%LpI0>JXeZ|Mah)4F7=?1r%*Y)JL}As^7YK? z7xBETzC6{)pR<>8V&V?kzE9gL#jf|nho^BUyBF?(?QOVyJ*g&(4NFLJJl+k_UtOAP zp!Ky7zYn`E(neqNl$^c&Ip*F=>!l*VS5RHTGdt+L8x)fdbhWl`Fh1sNy(%nOO08tg zx)6GsjZr_c@kxAcIo-1o>SjnEsHNl?tfl8hw9jcMdr2@%E8X!mXNG1c#l!l0lqB=j zf6VJDkZw(b?3C#%CS4)6^)v!yRdX`Sw1?_tdVZhY_tWeI)^319<=JH@Y4cR;9qf1- zvO%aTBz`t$t;M=I0cjWBC3oPbP##B;vDlW~9Leg~oL3$R!Jm{!=IcD`oeHhQmD~eZ zsLom*dj*?hw_HckzK0FZDswfN570(wd`Q;)-d;T}0xeMEGL}u=fe~J}BKJ1jC?#rq zNP?=kb|Ak#R8Pq`zD8ed*ya~3J&bmlQ|2sy|KO9{Tr;3Op55OpxKnun>s@Rdtp)8_ zBEo-KJeNgsSN&YFJ;kr)LoH`I)*!OQVOYINs-L9SF+6p~&C>T{Y{Qv(? z;mL=rR2Mt0fy`(%YU5CCh{)xtNSYiQ6IkSG?VscNQ9NNVJ%^L=4mNm8`NMGQ zN?dQJm(ki?jfXezjAz&&*#>sg<6J&FLmZfBbjw}+JW&||%l9E$oZo)r{d5|1Er>=( zk}PLEz9ZVSfnHx0m_U}PqQn|e;s*VfgGob@Cwon@IroA8b!>fx|6B0#1?-wm)=e1F z9;O%KY|iqFjr%BZr21DFm68{|1N&Fx6S*&)40g#e_PTc8$Co!DI8hA!8WScP)3eiN z9w{5KX(vdGC1vi=57+9SEYio=wU@lfpOu}Q>$I^08XZOD&)M%hwW^adIRWqH^Tout z+`qgX!q1X#KQ`^5|BbHZOrE*CbFq3y&~l7gO~s+lwfBpb&cv8M;97>(4ULGoTfYH1 z$-G?87?3&m4|KeN99cKK0%umTd-i*-Vwsc8{SU|Z8_0APOm6YNp6mBxPkDG_$C%gDA>(zTd(K_GLG64=NkJ@P>>VF{y_ZF|)kf(u~9cj~$J^RA2c7a^y)980m zrkpEGcOV4+1goKqId!D@e_|17=zjy2gEmHE;cc(N>0q9;xl*Z*Za@_P)~MuV}q(*w(r zRX7=qzk$R;cIfWvDSBH)uC=b`jI)O^{u@zrJc}2_t&f#DTB}!J?I$GasQ_v>;R&lBW&POIyDmUBox#FwApdA11gl{PzxD~q7|ixM56 zat+(`_xX=x_>9zRy#G)AWpp~*)u-{Oq==BcH_1=Y9k*}N*GT?cl8%Rps5yJDmR7%3 z`XZ8EB_{2|oQu6mMw=TkBl&Y~l`2vhMmG%*&Yooz={VYfX6X*Vxw*o-62jh_b)4 zWKNcQhiB{}!J%yYxRJC03|{1iMd6g)$3<{Ind0lS#1@=w!s@w$x)UqT#{Ts*yM#Rb z_{K@3?8l-D*leTGEKkOp=;3ERnKQdvYa@3;F3|G|eE66KIm>PoYZQg?rP|&Jw>;%4 zY6SXHoBc`k5oRQ#^u2sPCo|rrW)E%dBu6XlKL(9k#Kh_%PR>iocg!ova)a6J<>W~w z$Oqtf8su|MZC^V7sLZEIWsmiZ`kTO#Z(>X`0UnLBLwQ|UeECAXWtf}wtXUP1=e@b( zRzu5!`Bq8sHal9A_wHu@SHb*NI4{B9?9lJcqMI?fCcE6q#zXk^(Pmsdv2Gde^(1rd z|L@kvqw4m?y{Xu}g+$pe`H}vgp-JYA?L_iVT=@mk#Yk}+eqBPYaWG2mpn6(9gwLKP z`sJ+07JTM@GWdD#PUl0QDl~R#eJ-CZgx^cye1kIQu=11SexJ90 z1Hthk(K6%9y&~#0KFwTjHMEyv;3K3cM}``Fz7K87m_@cFb#hTprQupypX<|JqQt}6 zn?%c{@OgyRHCcTgUQ{E)t+e|7HO@}qZ-w-m+#LsD zMoXU9R=gdl#5cG#8)kp=gF%>jA11#j=Cmbwo+Nz%g}dRqkgNm5r~8$ft#0Ns+v(X# zUsYKkXCzL6$ORCapr@=PFGS<7S$wP3n()`7_+`Ei{;9QOK3fCN`{+N$XZ>9(%$93m zSR2~OLi4ET(;kYy>hn`xk&|#wC;tFkJe0MIhy9$F)$f5YSmWB~-q&*NDDfq+ zEGrZX`I}5l4GLPA&zkx6n^Q@XRkykLa0LrBC3#7h)n@VbB-@O=`!K67AIg)^bLiQ{ z>)kk!e00@Bj@n{!aj&vE=x9;kT(X`*$E;f@sh!MPHeqgS`sE(YXjl*Na|!O$!se2! z@G*@y@R4e;Jy9etf~Eg@zZkZ;UtXJ)CMYwQta+BU32x7c+>?}O2IW5dqXJG}#J1Tr zoHLm6^kWx&9%Z?kecS$24}18|Gx(M#WO*v|t8y9ne>4&-AYs0@|48SPF)mr(mSE3F ztlUA4x&9|_`6^N_DqZ-=7bpQ!-A!C{`_p&{{I|*V1%oXO~^R$>x4sPIjvZ!v|S;GHvQZBWGbw z(!(M+X4TbIqGe|3xvzN(mUi-gf8KbNSa&O&US#Qs%4R?G3V0>Y*s+x0rOU=Cbe zoXfeVpL>73o=RvVGyCL(&PvjEMd~x~G_$?NBG579`I}rdwV8F(uR$-l{c7>EWIH}v zONaO^jd95+_pwr+lm8cTJfqy-eB(_r1!Dgq@_kp}ZMU%e zMsceFU(E?b`>=O0Pd`DgBiOI4PmfchuyUjInA1$EW74sB@~c?14f195*+scAB2;$H zXAMGM9L-+GWPW`WCRfn87u&qUe#8CLW%U6#HXfUX;>~LBp5T>(@V~vdv=K`GsI{Gq za_;;KY`T!A_95v<;!f5sTtLTj{dC8&rTU)AGG)n<`}qI5mf7tNXy#JrLhhjdhvesk+ZMr~n8a#J<*H+KVVDp+D8|wED7Jn2slSk`ytWVyB zLs?*gnDr5>-T<}twAh1|4fS!7c+nC%g_WM7|3tB>JT^OOyI{ymJb07W3!#26UVTa5 zi}B?`zkA5uUEJAVR&b^(yCBdEI~Mbkcul^qR`ySp@(5>X}A}r^FkIa z1*z>KLLoM|Py9WbE<@NVPYGV2(G;bA#MiU1w*}VxqrLyU?#QmmIaNWFzt7bV^*0tW z?IW3csEg5yPA8jJ0&0+PjY+r(9YSOr~)}E)s(d@CCWn-5GxZV>xE$8qNB_v20S^W3idL->&UQ2p5GIJzbOb``aLhI3ghj)P<+ zy5xMn+&S!L=95umj+l|>i6vmTSdC;_f0lQB!_P{vWA5aShs%)|l6;F_XyHPdB&*kO zygrVe-?3IV)~^YloFm>*`DD!8Upp;%Tn{zwBHd?fo!zX-QePKO{=IopO>HD=SJSKOud}7aTIUqr*7uwg>m{G+I}XM9mftI zVfVWtT4Hsc&phYd-J<-jyr_n#*KZ8Mfp4cl5|wogGkK=JVv3>!+`r=CDVr#YlY|v?>~vhVh?& zar;v;iP|l099`sUWwLH{ZXD^MC_c_H(xAte4psdyihO#L71?zo)*l z!)*vjo-}9Zhh2GQoa~!hAz9ieQk>0mhU@3FX-4v2*)~sbi}TRM-W?*Y_QS+GAlio= zKO;v268%KJ@3j6f>kZLrviDBcXHJHzCN?a^+AVsislU~9I-d-$vQHam9zpM{Q+o*; zC*br`Y|;$Nj>p<1TAuG}N#2|j8eYS#Uukru-sa<4P9VsMpFPw(L$uup$M#y!YV54u z$}XpVtalJk&0M&n8a2d?2HS3Q z>cr=d;%#Lhk>^~+@%TEN7|4V3)VMRhFNH73Zul#HoaWjbSYJf${or)2NHjq|ZP_lT zCNwpEOs2`R-cKmN@Dn5JvD!LO{5iJ3YGXx<|I12}Co_v_k-Sh(L9QZel!9}{*~&Cq z$YR^oohvGj*ZwALWj^_h|IM*%929ONS0nbjmQ304m{V7?>f#j9AoIpe3xMkDC< z!JK+@d5gqd^^k8#M|)MDZF=hc8TM?-3(tghvX%Zz#}9e(@njo}sguasowX~OLwv@f z7rUO^G`VN=EIDrFtEcd#xP#IGjvM$qsw~Ms*WO zvZ5@Rj!wY)`mCPJTt7qPJ)b5UPO_tB{psmiJ5OH^84v2}Df6WBjD1DO*3xIwaWCtQ zKZj0#CF=3(>->yywF?H$Q#SjFlRv*2o6ga~6#jJ#4YOWxBvj7T&!r^Kce%g)9Y(v8 zSmQdZ;>uY1qQGU3qF8pozXgrq*l-X1vSw>KhIYdIg;<{Z=V$u6728Xh7dFAw z+_^c?@9$W@6b8>4msg4DIX}D(#9m|D2@qLBwsIsnn&w4#M=?Ej5si1!xvp39*f*zT zwa`~v z`JR+Jr$3N!wkY*FyL<}EL9o6UFMlwPcvP%?-tSN`qORJ9xbiT>CX;QX2zMUaCBM^tE1vQSSv%3<6;bSNvUSF{6Y)72 z<-3V8+4)hEjb4Q4J`$~j`xF-4t)T%3!+eQEzN%S>mV zinv!@okgPGPulu}HLCd}YZ6-P@jM>20sA(SJ(&~F@yVU!U0yIsX7+h35Bb@Z33xRO zI}$}cz?gINkevg+>v0~dY{aGN@cFsmyW0SobtQ2}lAYvrD}VnnAIu!361)H7e`dqa zu<8$N(uB>EOYnP7(XYm#_^E-)=0X6#XGU)Wc`ma7M8%l$4R+a@5QjR4W9p^bZ=-*(?(_WK7c^h zA$=(pEoS+fSmPlqPL|w4czGYRzci9Gj*aqZ=4ZEQC)renljZ}ANoKf% z^p@SOf9ZFaa-$*lzV@>Ix+A;%&BykKLdLlBaXmSIau4AczPXm=U&X^FMyjsnK8LG) zjTu@qZJ$Ve!4LTCfAs5#GnI|DIX@&j z2>uZ})Bo~-^1);dhCwD}0H!Z`$S4n&= zZRUxDL-ml8iuUTcjk<+-+DRDGPM?K-{Gfk z8W(1g>@4V=t;~BygJe#4*Jyt^TYV+M^fwas)YmAsp90M@S*R}0=t_@U{2c|8)8Tj% zR?MeC18wFU@O(39ieI0&HlKw*gTvLlcnj^GqFYYy&03T8taF!FFF`i5^h12!o4sFm z?Mk+-0{QH)FVF9$sW%8j3ABg=D%`A9Q6VnJ+_PAc^F4l| z&k6izjZ!PMSC5X#vXEJCPJg@x3cJ0YrpA+O-h-|;tCKsC^}KFiMwr>)$lImq#b( ze9m;d)95n|pVzTPUGexl%;1M3-Rx0_;7AUFV54 zPmrM^tgptZ?7lz7^$x6(h%^qK({U=#t?JGeDEALxfo8r@sBdF zyq2$@T@d4YV8uoH%QwLb$aaR$C-dmbcy_Y_#tq>4zti+jQGY#aCmZ-^wp&Mwo_;1^ zyIvNyzvLSB6*PUX)02vK5$ zh}Z{0j~j*FEtpYuz_IQ;=>xUG?wrAVC7xw1+yeTHr(;h#4dp}g*!f(%n@7`p^X|?n zqcQGZe!YQo=ds}&Z7<~;v-DFMz8~X9#_CI9bSWuvI_|wtUeEsvsrjrJ+n*$L@vA;7 zm1nn#B>#Y|N3m}1UcF{CIiI{2u+L^zYY)@1qV5pACUfO)Y%)vBxl>#cwx{FhLcMpw zy0^TathMcUe+xe!Zq~SzKdjMDdn{;2-j`gdtmTSin<1u^!2#S?xCMSxV@5=SwT~ktjQdmHRDb6o+n<(lGKUL`A*hNo$h#^eL&-k z3Rye7hISLxypX3psJ~NT(T5D>jd7)Dn&%NYB`P}|T4B>nx;Nv)dA_~RX!5G}>x?Wp z*JL=%R^!yWY<8EiJ0}ur_%JSxYv!)*AoX z^1ZpV+RWcJ(&AZOk+J7z9GFS-i}}VuxVK3AS#5Q`zLNuNpOLSuHXrhPvUm9|^Q@S# zozE01=r`xPt~dMmSgkd1ItT}H;`Oz>u9a4%VsX~8xd~$%$vWW%Ma|jfULI7?!u-#CVR(=K>RG4S0X`KIJ6;APIEp8 z-}~~Z`}BA#WRsQQa&d4r=H?XXtm?|iK+m(@5|$cIo~7E#Tw@FdjL_PFxR*O%m(we! zN!~}p-mE`JyH!{$8Bu?LLe?9WE12iq>H72hBsrAUxb~G7I(cCBYGsUQ(2k$vJe68Be})bBid`$nk`oQSH8R)a5icn* zPj5NR;!c<*?{gR4Ujn9=l3)t{t``e3_j^NMYw3}kW9?|NUCV!~_Z*8nr)2ho)b#T& zCjJMn>~XrA<^-0UD_%j1AJU|`5$XXo`;%s- zQDQm!EHO^a;-5J)pp6!OVT;dMCs~dE!J2MH^SG)Y`jKg&Qn>>;g_PNYe4%%GLgF zVfC_n?o(Hefyl+;!vNmY&D9BJT0cVnFF4iWk-uTf7CqG>RWo(hV#k{#eVg^Orr{kk zflJ|Dh5X6K+|k(BlHG5@_T)w_1FO+2Szfypape`bXLtB;ZPv%X?0U!w=}-7jeazZq zG@Fj4r(;1*&`WlrFGRghM2=+hddMg3VfQ%eR#y5%pBJa?yI9;512QN1oZk8NlI(+7 zlbOAfrSwt`dT&7IH(KWm*<$+sg>OC}a^zcTbAFaALW{Mx2v)!Ar#ipQuEalK@re=S z5D_l-*WQHDgKSh89usNPnmjkMW(lQp>g^9&yj@$bvD~3}@upsK&dG~<`~~YOllwp{ zoNmtfADQOs{Z?^)E9|tyyJ`lx(#6TARC|@*_{U zflV%8q4j(s&$x0L=t=Oujh&}zWffKpgmhL$zK5lUi*LvV-Q*OF>1{wDL!%OcJRWK7<@ zGewe9Nn0Aqg|R0)p>n2s8$OWSSQB{sJbFCjr@E0n=hg0m`TA{*fm4-X(vB3b;CXV~kA-h3 z5pTHb8}<5dK_nk2uC~(hR%P=2>r`yJR6Bh|<9-+%Mm;3*zOLN8Qdo8g5S2Up)O?e|L&E<9J0*h~B8x zF+Sgp88716N>-T7Mh(;*$D>Y#+ZptI5YFYu+Yv^&kNgc83K?s1zxqUS?xN#dvyO^B z?L?CL+Wi9)TAG_>m0+@CmeSf+v^z^{$)|rr!D#ac%}R??owfhIC^{2rSHmVN+{TG2 z*;jh5@^e}7V}9BS#($FFGLfaS*j}COeliZ{ypo?qq@&pWFeRJO;5VcAJi6asV9#V> zx|Yt*D)S>dzRGgLXnVePD#I_km5$@f6ZF=$Aa0!s*)QQ+f!qff5sqM?H}yHrJfI`i zgabQ8twVj*1FFC3Z3+$!^4TOZ{-LLrM7x|HR8)UY81Ew6I;d>o9~F83EPT$>*(P+Y z2cgTgbbz>CPrr{t_HwK{o3&mLA>X0r#Ujt6=Di=Y)$cs`7#vPcxD}-Cir-m3+Zv_^ zLT(m$7rE)YEFCnSY+GgRTUhl4z1Gg$;k%i!~7Dx=b7q# ztX4wJvvF*;*83Is#t~Y~xHFeFom@$l@!nn!fY_frvJ+{_U~rzImDNKxT;E3OiTM2m z#Jb z`v2;)Dm?Q%?{M+w2)it|@;?)4!B@f37^c_u?fxP$(S9|Gcw{qDZvK(i|@WS#& z)md~J0`Xl1CH6sa6ul<9ei`1+BTFAzEr7xGRO`+9}LZdE)ag{`Vrmw>;rk z9LPS*GI02p<-Vl*fP%=ijYJhl`5;_Y8r2V`Yi2OXpO-U53W*s5={ufWOZ3r~2juLs zv3RqH&R1gKP;%cwr{pg?iUm6H=I`0JD?Yy{9t>pH6+WFtzQZx)Y@Y=2MX)UI^NrAY zh9!2uC>e|I@V+Ll&*rliL-A#8Cy#2zmACa$#;hbKtIQ|W5{x{Ox90SgU9_Dh-mO=s zGSA8W>S^@eN|$*?fj!<;Bg^?veqStom4EMo=0vtQNvzLPq0E$ThwWW@Dy^+mw0M^O z&0+MdnOa9ZCR1W-teR{r9v}+$yMnx{yftS61lgtEpxnQB_mza8Yah+2C@i?X~Z z-}k#JbD~+q(OM``z_ILp{u7gnV$mJsOg84tq|G@|<8bO3Iv0WJ6I%PCAnHvK%jcVA z=bmErxaICgF}@sL_JU+NufxfU*k}n)JWUI4z-9}yzJftjn&u?FPGmeyOzZAi7ws&B z=fQksJS+yoel>QjhRKzD{a@qwgGxUR%TIh(4wt&pYp`C{`Q!_%K0v=6v^!Glf02JD zD|Pm*Rq!g`=Ko;JoLjT60ITE}+=>asa3}da#zN>amiv?jld$<8?e)d@Ga>bnxR6u2 zb53fWm-N!(aXfG^Mr9X#awsH^Kr#3ghg2i-BO|J7A}-+T7id#z_ZYwi7>v-etixSD65$)=bb zJw?nG#V|J+xSu!r{UoVIyLUvjrf@t-A4jlYDy5{3>likj0rTVzsY3rei_4CpVR~%` zrPCn0i4VL0*M%5Xtl(cu^!=LE#nlkX`|u0dV;&h&x8@tN^<}5jPpB_G-EOQ&Fv>~J zgGkzl_3|yK3fpCF7(nXFjQ2O`mXLIrZ%&^U)&|egu8jLH!l1kLG1qU~`Q({=cP~=E zBnmZwWKn!wtG`s;PUh{FtdwUyZTLg7ho7y@$u!K9jDy{u=ens$cQre|XXHmku)LW( z#H`VlHS*+ti#XZC2z_XJjSU1D|BFZv&P6AoVz&m7&p@@ak$NXs5^LaWQp4 z4k-9?X24p0?aMR zS8CAaBCJY&nzHW9>Et|@n8G`j7&VnpTeA5>Soy4omuG8Flkz@MDRr*$?PVUh+tTDv zaih4aztZ_>k*@)1lhrZ%g74MGPVz6pfKIq_3eSC7JZwhRefi6IK0Sh+##&{iZo### zC-2)H*twfFsb!wCil0FD4Wq8*3*WF}ANr?ez;;-+a_3EXJ{cD zhVq03B1a=*USds`o&FDtMR}fjCBC&c`nLrwo-pbz_z$N`RoLYG_`@tc+$^#X>N8-q zR!lxXT)G%ysi)BjGiG90&e}dN3eOjXM#AtJSZ#L4X+|mu%j?|R4ci7{#T0r6$1`24 zXl=0^t2b(Kq-&?+Vq-`pyGnObZ}oXwy}n}Z%=eq4VL8g2R?FwvtK1xBE$Nrt26@wT zJ2otbz-vA)3z=8>${2qR!uCs8{;PtAS7Ox)#{ZSyP1Wln8YQFUFtcIKJ5M0%z2ait zQDvXjN-R5_*WM{2o$lW^`Tspye^$W%e%6T3Rng0nEO9zEcO`ihKR3XR%xbCV@ips| zb$6bCG{LzI);Hf8`&?4~KeO#j9$AuP=g|HDe)cAO9-+Y`{?G%<^Rzk7e46p1{n+j^ zE1dhylU=Z^zeupb%r-@AOr_AiY?h}dgD~Y_a`td7)tGm}IeRCMWzoyE`kBS1W7RQq zYwGi}S?zh=Il;C5d?zvcEi6f%_LDFo`DJ(Vi=I5_d|p^vOim7sE40ly>%3!M1o4Gt zv9`ut@5wzru0hA2>zH@-x+VMfTenN-g0N{jpG_7C5DhQ!m&ppD)6D{VUB za!1&vI>WJ~+2MLlQEkKWDI`6|O5#2iNiMm3Q_q`?JhAtEjWHL#d$Mre z4CLuVD%a1kdU*yG+54V~W2y17j1{WjNV4y}&tBQp#?@#5ocDyrhR@#WaAMuEGFnJlb z_r|#&N$$&+`Qbo%e+<7P#JFSi za9Ck2m1hx0u=R6f+vVRTMt_C2`S%~OE6=_f@PjByV>t9Z`y~&lTuX(nSoKF9`x26`q;eWpQE;Zx-gkNXD>sdNxU-)qI zV!k(J6`FlFU*K5w8eeDZ)Wqqmw;fpC5qHm}^DeR^m%(b@dV~J=gvx3fz2&Em#erBm zPksinX}%k6hy7HD9?Kj4g0zTHK__N>v_n6_;$C~7*Yf8!78!&$d(%9t?Fu5y zL|&D*MCa?d5{)L2HkEmj4YD1%|KSxKe3CPtSCFEa2;GzHll7FRa&yG-DSE2HnoE58 zEo&Wo<~`M3DAM!z3JHg8cX_LqB@g2nED#CzD(kM+MK!#|{~DWWB#+hzEYY>zeh+yGv< zH!hAe`UyOtDW)g0e{+^=43pAyJkJPuu5v#lMvDgr8EKN1-)Y}N>swgxUDiF!|3!^B zpXS$*^;wanqVWgN|5N;*PqMr#FUe=WBGcC_m|Ce7$uWUOW#E&1us^WYXwqfH^D52$ z#OH&IcQ+Q#V)3i>^&A^sXhwTd&&$nvsess8q#9e8^}c1@6ZKrvmGuxinnaJ1Jk<){ z;7>UfntY!hW6V2nJy0J_#kkan83&_!yl*TFj>o22yllSM(HI+2J)yC7d3QNh?-i{Q zF7(M_QGb{jB$bZd#=4H~KZjO1f7%%HTCmRR;@kx!{()}m=up9&lYHQ(h-v$XBgfL| zBoXo_mi>=yo3Z8l#!2na39RrH)CXzTk5&KC`%2pM#hU?alM_!l2XO>RH`07CEPpZL zT=Q9f@_xtv9>ns8u;OzlUP|*V>|GQZd*Nqxc|TzW`HD6txu+?+A6{7X?G2A7NWW6V z$T{p|uw}Fen*2c7Yt@1kdmDR%K2zKAXWZF}P|%*Cnac*W=9`xp3>cfb!Da{`T%U%L{tle=XF#-?UlA9wwSq2n>;Zt}O+ zW--ij>f#d;J^_Ket;qi63ysr=|Nlti&U*V(WWQ3JY{m{xvgx<_d5e@i@#`#-jiPNY zEBzk0G6;{SV*V45?Sr4q@#A9AxGz5+D(*HHcW&luz1TD7?mp%RTUa+$O|mcV3=B$E zyD#*9Yh4NZsBqztwG_DKN zR8$>ftn711-Pa-5oxP(E)8s(h`3`EgK;U7Bq^8qOeOG}>F>BoH+%AsqpYzq%A#Kdb`p34B14hQal@aMQz1Q(N^ zYp2cVW zVapA$J|C8)XxGq)SKz=K_;EkYQn%(ZR!HWevU+_)4Ea$!$+zUH@Cs+T;74-ax1rs? zym_79|Kh*TYI7KVjPUatqC?)#m4|P$!rjSfx|u$giV3gKYyl0M(LWi%?qH$pt^3HI z%V3&!oX3-=5%!%+?(9A9qPH*LSj(NML-RUTR26@AVnlCJzd(w0cvqJusd_kv1SjIi z-Tb%|DQ1x|briRe<|HUhp=C14eXZ56VsI1V?!zi0M2t(tr=h&|DEcjCtM9QYIfO@x zb4#F=o!#}=dxB_{9ebPj)kFRt%A&7W*?dLnyb;WkhDPN6#~2^6+h4B6XFjx|Naf$; zX54}kZ;@#$ZRTJ{PUK`gUP3=huy?SzVJn->VfmHf#My8kr|t2qIF0=#;>nBnvkUv1 z^NaD;M_&DoTGix(MqU7fuYMdRIp7Y_Yjh_8wujz4}QAgue zCov!y3OAd-ZWcqE`RrjFNoA;p{C{u%{{#J;^xCf7gY5j9ne!ykG*#GB9q%Ew+$j=O z)B6#uohr_$xqS{as>AIPNGzpGvK^h`)11@37~+qyX7ZHgqyot^?%Fft(jgg-;+9epbmL9F( zcAWcfV6WfFeltt#wk~~^E(ei!mUU|#_T0*@%Xn#6ejxMYil6xgPjauXTG+HLV?o={;PmVSupU+=z z6n84oHF-la3oRFs9-(1!RU{uzzVqjV=}wV96@aIaV-&oOWT{_#+KZ>>1Z?WaWLL%l z(c@gGpDJ3EBh@jk*2kq2jZ;F~U(F`{^phvq>v`mZ#_NgggN-;_Bt2YT$qt%aDP`H@ zTURF1bd@XJ&2#h3WXHME1k%4l`9bmPU?{GF-DJ8y%yM(sBU!BXh#NPMS$ zZxbO-hf_DwCRf6LIIzEQlb7!TcjiQ23%JhK?mgan2?-YA^e*G34)sv>`=p?KHF(`; zwz)@Sxz_bTB>ae0lj$=C1~*$#ZFgrIy$*&;1&9=f+#a~Nz^D~jb{pv*aZh$Q-N+Y8 z;M@rQcQtQ$l)O39bDn;_CU@q62enImmDQs1GP3^$xqWE&2$Xm6k5Z&dmW1T++1IRH z#wUM>I(1mDBotd(Q$@n5?mdM^)MBIYxHXyAZ7qMB3^*}pz%;;nERPnolB)5t_AN!M&jx!;h48Q+Ewx>S>Y1#t!Vz0g| zcsI+Ydh;JxG@W-CoGVcLWgX=f*OLmc74)r&Ae%^sLWZUe( zxWV7r#>~3vZF(F=|5{}H9F7mO=XL((nP@7-_a;jtn&sI`GQCd{?~_3?dw&M$|71E2 z^4muIY|Zm8G#Ez7TAyqAosHCU%dGRHvJ5umy)~} zc71H-eS+4Xv232Mw;|a^47iduU3u3Z?%j-OcjI$?+@C=1>{iY`^Gj(xkVZKS^xIntZDk{FB=`Cr;M-mTud> zva{cAq;q%vH;b&v)A1V5`;k{PX8(Wbm}hKVpphILZ^5OscyWOO68O- zq^tnZ1Nr=V{atC)ZY-T0FWH5c97cO-{{t?r#iV_Vob$@}L-Qze_3e5)m%U%*S;b+s ziAOYsWeNOG9k{x&}lmlprsgE{`_Q~kbfCY!cBUzFry0e8I_BMYX;rHQ? z%&Dt;Fr*6`tR=@KVp2P@3}=C*=I2DU9+2AP^CtM7-Be9QxnBJ2ayBSxwwUFocgWsY zi*6)nsrMJ*d$JgF2H!b{?x*4K?^^8CHYXKd!t#!`@^6({+}f(r2b%g_~rZXLj9y7)k^-j60$=e zu*A+$!GHhXD}_RnO*iV^2v0*g8q5$GqP~!8hv+xSi6Sp zvY~ay`D=XsAROOe%_CUjB_rKWn(R{j)tJe(-<3@sVD&ow{>AoX#I$_dFACvlT8zbm zGmZElnfmdiq2zhrpJ(u4E`4*>H17cO?ffs+n_z@xY>+&y$zkw}h@PCMSM#Gq;>aFY z)R=S^iR4d{Fz<<1i1S6onj4||=V z1MLg-*j~gwn7j>X*9#^;79!B|xG{o1b`{gI6KxQ#AIy%|>w8bVA3(=s|4bJ7)ELf6 z`%?Tn3dX6?H3c^YK5LOOVb=mzO2KJ8 zoDac-tlUoZcNw&16kgIWZk#7;n>Dr3?AK~L1e96ASoXT!X{twBN z(;Yw2^EdypR2ySf2h$r^IIQD?yQHoli!>$@=_d3O61X4-DFNKL#v**$?Rb53uxUXQ`XR)y%CY=Ombsi#&A zj5LDPmXW55$ekzjSF&;5?p4LxJb9l8`{emKfgInt@_DjuxX+sC5D2}Vj}JBU9#PM$ndnUJR1`0;dr;t?u6W4a6HU?n?$~C#yO7k4;uMnqaFo; zRO7jbcJ;}*!Ozb_EOXjMzb*8wGnvz$VY8oomK~}OvFbf~UssrcYiqYdA7k*aAB>Y- zF>~lg*fP)fKj?KHJB$zszBemBN20CzJJgj_@|lCD{jue3JiCa0-bU8c344Lx9Kv$R z7vEPuIoo>x|L?*NQXOWFHr*gM*?RU-|4tJvvTtpn_?7yxSBOq8!08ln+^1!B_x;Ep zv)AV-d>)NUGjRC~F{~J!57z4@C{(7w0v=PtJ)`}cJUaKV;)z=4)a?vWHE%Oc0?b&%a&Gy0hre^5H_;w=S{!T9&FeX*!Cx{dIPJ1q{z9FVoC1Xb( zIK!CxvT7r%@N%MB@-V){-UG#hWCSQHy5$^eW4do3`8bHJw6-o!hsEqXhg`4G`!ak> zCfudCFbsxAv*K<{|G}8aa8N_U>mzRN@cDLqd`$oS^pU-9o7{6SNm3JfC&naWd~FE5 zZ*D0^lkyN6MCYE^c_j`E5&1tM?=U>rXzr~Fl}XUZnWgnc*+Q!OpnoYFU8Rp2e$O}Q z2gz|ZZTgVuSuK)Z{3^YDiA7DZw z>sb0vgLETfeIvG|;!AJxuPwyxO=NhRwV%T4;+UVj)p?^mhlg#(g$dZX8cNqfdXv~R zpFJvKMb5AlW1SnYuMXVuE$eop?kR5F38|8W*!Kxfz6;tTM7+sl)yf?1Y+}-)+wT6@&r6Z`xn@Jt>}0+Zk3^bHy*uJ zkGDhcKxkcnpJiQLOsnMcN!HOZl6`NTAM5y-iOP1 zH*+M*)X{HM3`*sQd1NmQ-D)CmB`72#MEJPF-TS*gk?u4eF&#HAA?c|;8z!1ICHs@m z$?oE0Ypes^6MS0KQ-w=0C>3+svdrgJKhL(~ZT2n?p+#gl8OC|Dk%|)&X_Y;EC&Kd;R?jJlZ}9H`T)D!h zPaEqXJ~iBZN9(6GE}h3>>q!;d4xmH68MHU@4BWWVxc&6}1f6oCaxP0}H|}d}bBx&k zu4uQ8Ha|e<0zIC}>Zxuxha5R)-VB!0SUj~DzGwY?tpQSbd>w`+J3;C}pWyn%{vE=v zUgbeG{Jar%ANl-yvec!)Y2wJQkZ_+$~>Fzprv?PPWpd= zOSg&@``}Ck5$r0_WhU;X?sFYdrfT9`$d43zzQ(267;=KvPqTDqGen+UmNKhObT!rE zlYK4BOkTa4c+z>vh;X1;6+8NmIQJV#j=kZK99O zWNXJaQdM~Z+$+0#ASr(~!qpEk%IHJee5d?R3_bvRp5}3>@i~aqa@w<*NHZEc=dr}wVts2P)x?ZV=ImeL zy9#5+K%yONQjKyME%Ju-Sv|kbLl4vUHs5YuAmtHI&n}cNj5f{)seIbVpL_Y{msb8pk+() z57%!;{*9xhhL^)dST4*w2>$vjtv@V44?T*sDI@yfaQnAXR#S7$M%20IM*Novlg z&R7f4V5ojmb>~CAaa|#pfY;hb_h&x|%&59N8u2HwyR7E4&85xsV?-j19tdX6T?9imyDsLp~~o+lQ;hfSi*XE^i)y|#&HopGfE+*Yw$o^Cu%>oK%= zn@9c$rQ^-N66`g;FCKiu^Y_B8WPhye|J@kUO>{4YJFP_j1C93#>ld}g*e(97 zCs#!_$$pymM4mg~dN;PbN9LlWzLJ%S7UuHb>Gm@IoWaJ~=a(8kjl}O~VYW93hC%fg z5$^^vWnWpULEVUd=ZIe0Nmd)HS3<9yakm?_pR3c1vXWk%+&LKIcbjjI$CYgu`v(b6 z*IRsRDH(R?wYHX9$lCz&v+` zXm-@DAJ3{`w5j64Cf55L-g)ktbK+HD)f18}-Lna2l7+UI-z$q?t6)9^rhV`**;kT5 zIkgJ1iy*r${=>u1Nqns6@Ga}E_xn*KTdjwjFA6JuGSq(|J{9 z{X4MebN9EQ|GxUXPvm`s+_#YBM174CgAOsqTykw=r%EvX)q3j<{eKFR`ZVp}zE$k7 z1w)h3GWA@PM~((_D=e@^R_+I?V*DZXK3m((`) zXefq!4Vh2Hm)D?m2CF}Ym!Fcq8|If3?aGk!6}YxD$JghR$zpM*)|GHw-cwy+*X3tj`CH^D4joflst& zhX>d;xoH1(*U|1x)|$oS>dS-n*6ZtH@Ihq#(rADBDVYo&C(Gl;INoSOA+wTg%IY^c zjjEFHIc>YM&vm4Gg7@5~|Do8_)ynB2y`PKEx4`FM*gVHy+pu|mGv5ORA8BvIMXc3< z{_oIfPj=W#uX$c}1MBw{uh#m#f%x&XQPK^GTd%_oil8@<5 zI=^PbQux{x<8I{-E9(LN8}|pTPQxP#Oc1ZdOeKX8`$?fa#tqF1w45< z&!|GK4&rd$e#~XP5twu!TaSXzXcn)IH!ZbYrCljK94OX&3isQ^w12d1O|x(KN-Fc* zL%TPOob!zrz@<5#XvwNy@s&K?x|~hgv-B3WYUkbw?i;NCWc*pd>N%aW1rj-3nydu- z;Xt0BwbWa0BXz~0m27n=Hty8=A@e~qR_y`D^YJP5R#G2ro_RQXC->6-p`>g@%cJop z-*(o}J^2$3_J3co_!#Z7|79MVU5$x7@o^6*ggd`L>jW*vU~WY$Sce6zc=j>;_dEWW zx69M8JMr%|tSiCd`x>P#EuO};YqZFlxX#ADgoTzEIT;G?76aCax;d#g2>(`)b|hUZ z6=LTFg}G+A_;{kxl1aD-Egv`T?|k_?Y^V>joVY$3=BX|74RqqU&yry(`{wLi^6J;X z`C{V5UfB7CcsbCWHQ+Q3Zbz6qcJR^cHg8Cmp1e9cP&RA*i9Y(1>{@XlZzGata+Z$8@vL}05xwfUZw+?rkL^21mGjG$ zj9e9?j?~Xe+ODSOx%}umSf4mW#4&_ zou}_%MogSLsi5D5dd)kJW7+puOnd+)jacF>vE)nrK46Y6Pv0X*G#O3<^iUS=BS|tI z=Qr^CGxhNztVe47Q^9AKXq~#`FF@}ovFddZtO=_OG4``Qc^wMLXR#kl_NDnzb1X@HNl$*OD-q?cc_<(+g{Z z>}5^emYMXeh#&X(Jrygm8cU6r`h2dW2%3!PPh#7lbSMswC;8*!`b^%W&IO)bL6(|g z+)cdV3;15mrX|FNM~!v1|3``&Tgh+-{if=lYSJ~_8C`+UMz9))6A zT2_GYqpW@=TlS;L24l?RrG4C!69XOCJ#}cV$E_OtAeG<`(Q6M#x5Lx2BF+{P4Q7`i zWX$gR(?qpDNqPmX5*e?>r$=d58Bed_4cF>vI!kOYYMzTHuibRke3cBTb8@g5;c53T zphGb>`4?)pviULOINtSkq`E|(<1y}ct+KZ_JCs`C!QbRatWK4av#{g?)~e>`wLD;y z{^K=6AaR?%6Fsso@p5C_3Wsr+mz~JTRsO9W+wzC(;2p!mlDqR)=w=sq;=w`mS){k3 zm_HFFn|(5n1lzTFk~h6X<^}M{$*o>u+%2@tbIH^n`+`;TR_Sy6yipJP8Tnzj?B)0R zJT4WhSBv2@NPjtY)HFtT_;tb8%9*9M`e}yy4i&|cQ+2A@r4h_uWB2S>S;z}+#I{WZ z8)QxMhrV}fshG z));RZTkOl~$w+l3n`XD|!Dhc?oGiu`V+tJm|98opZz+X+n_NE%d-}rjUd(ux$DIPz z#-c@@EoHyX{WL0Fm>bT9;urLfJ$s4oe~VOqiGHit{U*KFGOMyhpQv(pW1Uj~vpX)Cuy?U*YCb&%v*Du7FTA~^ksia2X8zw7`s*P0y8in^zCB-`h<)Q(<9n7o znuPyg(-0#+D9WwI`?36?jB(nq;2HGmi7Tz(u%70rN%1azC(HW}`a0j;lkl)Rp3HM+ zcG#W_xiX@3IabQfix%whE*;)*_q}+1uDeq0u^a0RqUl!AqaMlHXte@&bF!uxjXUz^ z5-fB!e9m!Cc95S6(;MCQ5s5ApN9wSCc47|@8+(!9Rr)3`K&n`m=AG}mwQM(ZV_uSZ>!~7TZiMJU;1W7Yz&VnkloGiZgBl% zGCVHMr5aFABcuk=eth~_GvGTS=0mP@!^)FI_1f@U#L8dld4(%u$b7VD)Y|vFLt&9D zlFjv80<#Yjm!1((_JRHtdiqw)Nvj%F4X}d|BH!0)DQ;}Ym z^O1gV8j6QQcvW@1BrnBPeDNc`d7Nvf@Rs7V%#NeH`?wB*vqi~NSu5f5x};1Fg;s2E zu$k~vdY^zt%iR6{9jwR0`dgMAujlDTJ&r7`F+F*NUL*Tl9LZ_OFa13MJ}2v|l9s8_ zSsof~MY3&d^$@0gZ_Z)&CcNz{v1t!I{>Yk@#lYi9minmgv*P!(NSsSuN@eg#br=Q(}gkSemt2l^K47Qw&NgD*?l79v4+ zF(uDGXZqwrC=X$QQP}jOp7x+i-hjUD_e;ohgO;g9xs43Tr810#QZcuq^;d74*ufib zg2)A|SCk*E)^{&GxAEDh`Z)*F!pucDwTGW7!h1I?JLAvyq^VAhRN1J+?$z{u2aLCC zU7FuyXUDL@N^=a&KG#0^7#EYe8yg;r0lnS(8thZ+Xf#cp5>L13X^P0Qm<%NfUUDtG zf5*k4m{Ak5C-DC-pj{n9lD9S46H2jJzQA=NpTm(Zug(@rhkLt3NO3?VePv{K{RUaG)yvYQSU~ zq;e``HV+-->Pvb#46mN0bv)-HwkRTIUFzByBKr64|K7FpNL-dIKd}FK`kzR~qqO{s zMPC;g5;LdZ?P6Dk<6bAx_*-0FNU~zCo@c(_&RR#4;5Ps7bYCZE^&<0GuH4G1H<3D( zBaiU^T;5ubo!>J`ZSk@snBFPw>J5cZ4&CNY9Yb4&*VB=9dZnIcc9^RXvH=q3;G;>Y&dp|Od@yQrhTI>5` zSX_f)m8^X7eXgsY8qw@349f1n*GRa&AoXCp8OzrXp-1wQJ%MfY`AP?U=1g{S86>Mn z-uqY6Ce^GCpv4d3e}CAN5(#$eeK`L9VEkFME{aQ)XkMM2E_TOb#vW&;c~Rdh^wvY0 zlX>dH5Ff-d569Ky#A`>N3o&UmhSh;p1u<3_0&p}s=WKl!6G#n-o=!`_`3|U zIc0vB78hbb3szZYq)(0TxpuwandigXAyW@0E3-u^qb1|qSL{Amo1Av(1;xJDKM_}| z8b4Lg=IDI{t|i}SYGEh)?W=73|Jf^h&@X`3OR!pmYcJ^aNm#rB@hYO}V{FhHCZ}Ui zPuguTNBm9t?6@8d$@_Tn8d38!cDexu7r8cutzU%eYOQj*cE10=*LyOurPla&=B(fJ za{%qHCVOuYGxZnql#j2?jl5Aa=Z+umyO&`zjd+Zb@97~5f3F-m~<5Er@P|_ zd^*$B&M=;Cm6(i!XY#=&aLO6McuHII*kF3+R7&!rUCL`8W3!%6>SpA;t4t23Dx&Ub zTKz`elQ1ZiJab~c28$eq&p(Q;Q%RRRYuAx%2iqLSiZ2&d3M&e1yP$w)3BH(|!g)&Y zChr;s`D7v-$);1W`DG}imcniLc%!kq!M2E5;ujwBWPx+j`CWf#pMb%=S!DY8P(I0-91HS%nu&BXW${-knPS#5e+xt1eu8yfT`Ri0`U)nj(F zPonWr^!rYKHT=02+Zz_NsjI~ocw9_B7m7op_*q%(%@v`|zu=(7{mb#wrIwe_#J;~1^X3Nh66Dy=Mq!hyE5iphri3Qau1$*qzJOp zI5~ZtYQ`O)+7X|UfAv%Ue#^_Vv$G}1U!_9_9=V0L)Fx+k$&Vx9M(F-#M(M&n50kzH z4voOqRD=A1c8f%uVXmyu@;a`49G@ zMMbQ+j&v2tbS@OH!k%0Fn>Ao|spM3~QzGI1)<@egCAFJI@Vzm(+aKNj%VB_t^)^5r{x_9vbx+D+5TEU_qAcgE|vmNxb9qZ=>CZm8`fds4Lc zo_EY4&EdwI>%P+bBD+#nl4StT%W3@W?77j%d$?}}8P3Jna+sS;MafcBn`{GF?`nLh zPr8et`>ObmtOetFc10K;%R{D-;y*uKMe0+G{sf6r3F<6ddPf|4%+=aP{8$9OmiC=- zx3Rx9{5(_7E#XkqPxE}bf)opQ=C7EO{WN*Ed$uccNS5~{Z}~TKNwOa9pnLLRH>LAy zRxo*+k~0er88;OcH^DP!ev^rDUo$|mW$o#=FG<%AgC@J92Y%#P&oXdi7Z1q^fY?R9+U2b*WzeWggXw_ahmCdPsO)A zd3*AP-zCPS=KJv?`5FA_PXDelVvm9sy~f|_LT`l_^sO>XsEZnTp~`2nN`@y1f{%n7OW`rJXH{QsSmOS+>3wmeDJPI^wpkd7>UJ+12ToVKoiN3SEz zGRs)86+Z3*#mtY_VL)ZQm*%NCn>|Q>$pYU7_j3}jJRh$wGX74#t>Vxjg(puhiz+XO zCgo{0pEU3Ck^}k26Q13q(&*(l`2~dXe7HPYT_^5jzWS2PiDRkoSDlRa@{w}v{=2*G z*S>;LS{bDd7Ti&Y)otAWxZn14&s=O@M!Nnu@dm%jsxoKlPAZ^YkqwR|Ri2jqBQ~F> zO&R|6GoQN*{EPq17vugE zV}8Q9@Z?W3_&o9cIoeOx;}%@0PpTc-&%&?==~k5I=d4Xz5*20fuJqU&Doxm9Ppp3* zkFxvm7+(E4uXvDKM`Yc5XETC%11|wt9!o?fFj&jL6>VvQ~&YSmFPBGCE;& zITHS*w^P{cB7fV_Fqux4l6a$D?quj->kHh18^_lvNIm=s}gy)(W^1Sy~ts0ssUvkd`I8MQgn@QYTtL!MNN#hxi zz7i8B>Zg=XPKMNXtUA$8E3mXOyJnS|+UO6`e=>wlh3G9l`G9^$8#nvp4kp2X!hD-I zl!u6(L&h;T0SB&qe0GTVYv`$EVilPAD`J7i#d@?+a_FWEM*X@VvKwocs@q zk2f3TU5rYM`q~(u!Evdpv$=MAm=wSOW8=>*s9oq6T|xGwx~dEoQv3_?|s8r$f1y5o+=1l49F9aWL68 za?&Y#^k1~{Y{Dnx(hMBB)EiTN)nI|EW==2U8vs)=u%ai$d zkr^d>qf(#h4YBwc%-9#3|Iu^4XI&$zT*!WtS@RPz^dQemtWbtt*Ffq|()VYjb4i<7 z`UySmFxFdm*_D^>_WPNzI7fv0lXltrT+NvI*0vFw+TvJp!ZtA*9}n5Pjk8*WC$)DA4d;xU)~#CNzT*)>dRmEVCAcfG7L&xNSpVc<=mH?wL^GT zX__Zf`gg`@35jCn)fdE}r5H0_`?3YxtBcF$;O)&&J`OXIGxTT?=Ry8ALG;+gjvr{T zfE;I%BQxg`C>5psUi5g==-I82+&rlV)QDxXgY;XL-dnFP(yt3ku7Q5)_3U)zbWBMV zj$cTXTAT-nbz_WjuNA;jcO)C^Sw2lA*Kwl2yY9&jq~y!Yp7_pK^*!z#?w;M`nXj)_ z_*YA-8t$lNMN^g6Enu1KJljO;syy;3R|dea4&)a4x48S0wfa5YxtWzyHzWI*|6$kq z`1GK-GT85*uv0BkSH2I(S7gfAuauowT@n&E^(%}m7?uPolIFpQ}Gs!Rm zPwwTnhtRFKwu{Nw5NF)sRq{>#oQ(!e)yT`=gt|Dx*faW>j*`nT6nAuS5 z$kVE0@T8c}pU~faINc5-QziWcm=?pze~rkaFmG@#rui_sWtFtZ`gts$&RTNRw z+Y2#bf0(uxHS)B!kGmqrV}9OYygUONA~rOI$}=SR-97umV1GVW(%nt`$(iZ3^v??U z0Zbq1o@*fSKH2h&s10lOr1$j@ugWi))8|zzN==xYb$rL?S?5e3#nDC_kKco>a<;=T z*}$&C@>B>}N9(FsHn4f@Xbq%meVqQ?2Cl%HH)W$oI4vZZ5sg;;&ag>_)7ZE=j;>;ue9pbeEISS|50N)H=JNd}?~k_`ai?p^OMk7X(27sB zX0_z!tgElA;r=y#*2g)YUXeYLBXl;KWFO+e^hzzCWpw(|2xa_U36q+e8Sc=>?HFHy z{)fV4KJKKt)t(|{54NcYWO}TiPinSjRka0Q_A$=0 zdY|R~O4{DTKfYkIr0C?{tWxSh_hT)~(0?S3oJae4 zygN@N?iMHJ@WJ7Dc!DV2iY=2F_i%FLWKzx-4YHniUC(Q1xxagBV9!_{n<~GDi)G0l z*oWu73DMV#ks9wkNPY*)9_QXOMX1zXO+NRXto1(LG{wl_=7?9|y+cn|xi`7xzcR*Q z?9&+@nvFJr{TIy>EDM!(yf`7Y;E?up~Zey!oNN|t7 zvhz53crP+bPa)eF=sXGGeM$DOXpwge+eGU_Y5gMxzQ7JeS*aS|e%Sx1Wb!__N3lyu z2t3X|Qep8E5>~_WRBy^D!O_s3uAd=B-b-ZNWzH!@>LSLi&JRnlLrt>%Y8#>|8k+8hnIPdbm&UC0Ca{dGVQhvUIq&den zLwsEbn=>Jjce4-U$vU{qgV+|9%=3w1xb_EZzwz&A^5<#Fuf|Ijj(yyD6gKBg+^u@f zUhh53>kmM7jJ6GNZaJyjv-BtAC`FR&eo0=ZoAEb!S@Pz7f!4cu#D9GJCDAAQ!SXI- z5>MV@ggYTs)Mq)PbZ@~+zhS@s+|yF*c?!CDqtF9N$-dE+Zo&6W(PTKQJZ^5N56@ww z?TiJDVfGlymS&}kA$6jW_rU4B;Cd@PA0%gX-tV%0xmq+E$+Po>{y+Dnx=Jc&=KSeg zHpyv{qv3eD-qz4(HtQvy<7xPo-4;ihJ(`iG7O6TL=XLk(ugBy!>E-WVB-<>)+^v1i z?k1=D5&nITC9V{=cJt2LS^iLd*^&*jYDo^_%%9)0+yZT5{Vm}><)zjGeadMPqvqaDC?DCf1kHX9Y`;A(js@x6@`;I`V*F)$|I7?zcVCWAZ0&xn}$=*u;&)hAbZwRec)NlOg@Z> zv_8fd|LXTBp7aE62((TV4BrNP7%(9diGP_CtBpG%%wQ8+i0E0xj^e8Eb*U_y2IlR z_LxNLRB_ABv(&CUMPztdY)ieNugPB>R!do@98Nt%^2Z^N=l)aiV7MMG(RVVij&OCM zZ!&%1c_-bn&nsu*lV@=iv`!=OAhPES)n&$ek<4@XVk*`HPh zAB|xHc}zQFWw+tAe4(-kTn`h%^5d;*8i~5s@w-%v`H*ZIVQ{EfHTzqWoA_1U)X=|G zNRaHD2N?T%GTLL{zRKpYP}lElkM?B?O&nYacp)a3{pvV z4{fHJiS{K`&VL2pkF*{Szh`*XQ^wq)=ezjKk?yR{*OON>C!CWBdW|vr^Z0={bT0Ph z?PvCUCA-YqklqS|RAfFEm-Z^esh4?nV+gdNW8P(E$4(_J-Z1|?0^wADTE#1;kb1m% zd>-At7IEgltS5UO4zt6oHG9$TU7nsixKs5qACmjfq`Me$9KF7UV=0Jlbzib8H^8~n zZW^Y?bMZH^|4^)&P4b)zETP3Z_Z0Qnjc|<(x{~O7E1^W7)XZ=x9FM>&Yv6J7X zlD-D%e-Kl1B6J2HECSsnJZY%tF~Mk+#oVX-+t6%M6@w4Ny6;%;RX^vcVq^IH1&I~z z8IB1fX||i6=ETOcu5D%Ax~!YbF`M}M?a&-3g001?li-xof@Vnt=#zfmZ4_|4%EJxl6e)1C1mvP`inw_DCWcPkcOiZPVaS&Ms!{;H8d}4QMm$!;N$zK*TO2BKAKj&GG zb`p8A8n1%OMYT^w$;SHc;!pO4<*D&(@-K$t)3kih$e;4$)jn$mznScmU8rYjd$F0K zBXl|#=?I>YXZOiw-c0;E&u{Or!`FW9tmhs2e;-QK*!&4?%2~y{%ct@__#W$vZDzOB z5G?Cah@h7x; zgHP<`_k+xT_1S-^SobI7_F>D*aXU5Z4urtPQ2HA(LtUBAzeeEj{d{@_KR+I>7h%Ld zg*myuzE9NeDRgShlTxAiRWg1d`hM)*26WH&v>qg?B;s{vm+bJ(snQ!*>MnLpMcn#0 zJ6)S!a3W9J4ihI{EqMBy^h<`Qh46YzJS<|h_#0UU=;=>w-ZsVsX6-zO?Murh#!4-% zvG_5|$jMK6haRViG0Bm<(5R>I;_9S%mnZddC3_4f>1`1P6^H68Y*0*}dH(bONp|py ztKC(ESFeI#^0@7RKOaKtMZaC3w|ee8!B`j2={#Puk+=UO`W0j2Y2^L`GpED#W#cR$ z;l=vuDH5ep{Tn`Cg^Lq0CWG*ae=X~r&+$UZz91(X6!ugya2Ktp>a6NeDB{f za4(7JcZf61&6jyreLwlvV{8}pIzVKpuT2~CN9wyj#eVIu>^pL0*XJ~&?1$Osnpcut zzPEK(>czDr(K_w-(S9JU&gB`8(C8A3>{eI-Jj%OgijS#yQWINKQzj?$Ca}?FbJtls zDezP1e`qJQj zdj3SZm27hoKEFZtHu`;prYp%b0GI9+3y)!`#P~k2O4X>JNt4{s$(fXy_G6fw#xl)G zp10mxMDITOIh}lyttbYPqd2RiR@z9YlqOjll1;|Duf(_Q=J#1ZzNyHXp!4`jV=V)gk(ui?JrwY*DjsjK)2Y4fCbDC^z?mr*oq#QJ%^ zd@4Er<5|IUBP}yyX9vplX1S^4?5BsUlz)WDT;7^pbMp)Bf7RnT^crNOi7a}(o>S50 zELQmeTZ*~2Av+Jj>)x!>QM(@S`V2xX#mjE6=_I;kUt&`hPTu{CV0O0|@G$H?nVgOJ zR$r*yNz(~1N=>OeD_d5;;B$R!(?{M2?Vw2&7OsiMe`4@IeE9(=UGL8xcsha1V1Iv*zgnuYf?PVynI;v2gldJNCIhF`1|?|ZORGA+(0dv9GY0g@lO1>7xd)_=flcX=O=?^|V zo6dRn_m|eQjNJ!H#l@23e^^V7gQ1yfL7(_(EenkosRoKRyGWLr)qS;14y*%=`VXx7 zxKhN=|BoA|BhE1~99_r3lTFs^!`v6v52)|@!Iat)qPS7GEz+ocCEi{`1@%QNQr?J{W zYqD#f8T~)H?uJ=*6raR924G%x&dj0Nc&IfZXAN^kXDD3E&gr7J zE5>4t*rJtx+pxn*SF>78F3|_D|6=y&?x(u!un%vm=B~fRvC=Ho9(rZjpq8uO8LJIX zyg=;RZFMpXzyBdcFTEX)Bh~P2JI%8~-y0878KF2WlJ9pmmi(&se(aNX@&Dhm-j;Qi zvF??6SqJ|iG`JZ*9>CJQ;d8Y+lc)4lh#yS<*6zDb?8!Ou<+S((Dve0mmfhRY<40F- zFm60!5zOma?;K3a$y%3Y>*O|^B=$8HjfX+`c%D|8+^K;349jkSb|ZT3W}o@w{@rKq zV(nGD_$ONbTDUK@5t2))Eg6&1cLMwUf&8uSjIo`z`lY9ya|D+sQH>Lq5Ti!iOVyGI(Y zoEhgN{AtKDW@FT;7?>xd-TdFhC&|#Z$o={Lm;F31nNu2y{!NW}ICRGGvq{D}SsYJR zkbCu-OeGi6w*nlJ^MAhU---~kSS(pOQc>#~*Pe&@WD@4Y)>9Z=$-m{a{{b)NV@ysB zq}p_4vFdn!_8Cs+?Br`aCY6O!rQ>Ly?u9q&%o$USHbWG8*VR19o5RDVh_A1cIn}b3 ziicy__g|w=6TzP5hcD@K4GU$>R|n=3>7E=w^{fRCF@96yqc0}Gp-g67Ad{30DPugynJCzjuc-m*Yq^)RCoBvhi*V%WJ6>|}o zb|&RQ61~WVH<7WAyDPDFX4hY_XSVp=Lm!hdVGV1f9%?hARyNuI_oQlPbAFUsE#H}i zPG<3(`km_MWK3=e?JHnXimxoA{VTA4Nz4AQ8b^Y?Fm9}C+s#0EN7cMA4<@#rK)ckQ zPlk{xM)WQ8ZhzL$AwG8v@GO3pE6FTo_%U5OQ) zaO&tnq`d{#m-3n+Sp5tSzL$1Yu_!g$x)|pgC{O1f9Y|iAys2HhoUQ)Qau3M&_ESs# zv5LG+>39Y??!>fDjocLWeMp)ZcMj=V89n>AZ`HbSVWwW``cNL$N*|w-yga-AX}$3= zJ8r?eMR4jMF6XT22vO&2ZIc1MHMGv>eN}nrdUxkUNl7SNZ~d4dH-kYNRV9)M@=f1C!X zk8uJE9igAiWIBqBUtm&By|)pQ{-e)jB1USqd_kh&P;Du4Wlv;982)6u)K4wOZ*PI{ zeYp0Eo?Z|iSL6Ki*!-Q5s`!xm#YOo{vQG52av6!)|LL^>dnT7{J^Gi&n#aVb)Xo`# zn>lYbix$TkzdKCA__CzV8;mvXc}46#XR#h8s>e%O03Eg+yB^eI;7^)>vMKH8Q+q5y*|5sP5L^J&tAIP z?mduyOcjR?Cugz|enFF>c-Nn&9xa-DNUEK#{~+e&JKn93$X<{Y5Y9fWydn76%<=#< zo^>8VKk6TU8_E2~aCir*g%?I6he0 z1B{ZKl&R8{90tijK9whT5NmSswFi40jFs8T{28v5F>_>|%vt!2EZM@{>%_IOe%=oj zWw3HFNwV*I97`18t(W6Vvj43Y!ODtUw~BeG_g)|Fvw2)KY@Wp@8n|+fQO?Jnzag27 z;!{M6-K08+zE|sE3_edHTRC|A0>7qu-blCVG`&`zo6I~X>!ClUPr`>jWNC%VGsuyX z!izB{6@+hr(v>3QL1arErw8?a68X0CuE?{R42|Hlgbx%G)yvW3SW&qJ^bY^w9X>|3ftsymE749Abf zt3~)Tn`YzLp(UT{;b}@TkB@+Fa)xGqZE6g@Cc4$ZsR!7zE_Tj0(tTpk#Wb18556U5 zS09u-&zKkU`~9)1FzU%geLrvR zO4>nqkzJuRSW%N|ZNRFSMajTnA{$#m> z$X67nYT|loG|dxF=KH;v`;$X&GkcbGZ=S6DV{S;5`M$W4o!2+B-Yk6|=$;`)N=>=c zahbq61H_nv+3I(;yNgcW!0`=8jyFmlqx@#FX|f)hx^fPvX)3G`LpGt<6tT)2SLhHz!p)^TxllpRMou?thC$4XsZWLAo{H zJsywVV977FZ;fF;iWBwm*nSH!@e{`x@;6USFU?uGpG0lQ~I~cj)CvcP7@Hf;G2^Y&lUs&N}Z6vfl!yi$w5Lvuj4a^Nf8LuWH5; zIUO}f%h_uyZE1|nY>+p5r_yaON#5t#$@yLxc12hy->9bY%IpN&B~I0WNS>;WW041O zFMA{p;{V&RHJKeYvC0#A>CFybllMY0w)0&+vr!q?HpSRl5V_rYEIA)@^5ZF5Bv*Ra zm8W?p@YuW~Ev47>7&91~ugB>J@%=k;U#Q2%ykNQC!n-pd^n?4$8*7J6!sSK^sZ>Gkq)Yk>%`G-dx(4XQVRS0mhwy%cG2S5f;{> zb*gReCd=9I_?^vO!P=r2+*WkBTOYTHaW6q5Z?BT`YrV*H0!mf6TElmtrkA5=8ebjnLV|t zjT?E|yxILteLClVB;5(PS5p@T@C<1{WvCPlLgq9g6`@2j6om$a5TZ#WDWoVGlsPF$ zA!SN5m?|ZjL`8E*NJXNgp6~bG@9DX>|2=1)z1MozyVgGcbM{_~^|LDECvmAHw6fZ- zDg>s8Zg=6~3gexQ6<-_2F;Jo46g*WT;P|lI$0y`X914%W3L^bGMlGI1>wq&B?Yqt%{ z8oK%rQ8hJL-=bp;?5{wkv$4Ckd(H*MP9ECAI5mdv^)|oWLa#OSdz&6B%_$Sf{|T)Y zi=JzYmbIll%#^2yGH0-Vc7Q&t=XSJA7MEEN&7R|nMEH5|IRc-CkUf>ZMmlp52A)la z$4T}q@5(*iU%2xbOV-oJc*t~uYE?YiM{He%tM}vE<$Aja!?Pk{hW-b!Pifws`rG%? z_EdeY5MNR&usXS$ll4*>CKJGQT3*9v4}@}6c-9k@dmB0Ls*93pF26`7^5>26uzvD{ z;#^3!W%rx0`92(*ffLCrHkWl*(IC&pi|e5h{KoR3d)fD~0QtvmIG2an6 z9}@K*Hg?{bJR<&$a%Kzd?{igFwr`>L09w5Szd{Ch{egKw3AidGq7s!)(DtR(@D1H>?X;rcCeOAkkwPj+&;bKlZ z_!ic0R@L6(=LLWLfs1Qk_y`OS;oEs)yf5vx@`WEot96(+2oJJn^%SfhYrLj@Z-h$= zc+`ba8*w@Ng|c6uBFjH0GR(!zRAIW_talNM{lia^HRo@?U(~jY>!%oXE-eqCeM$X4 zOZU&&t|;c*sO3r${HOoaQoL6CLwLzVcg~Gjd9%2_9jjjxFOpv+d+5GqwQ(@c+QR9u z>4TpSkpEaVIgMV=kmNFUeV3*3eKDCcvS+dgmL~7%aj^SDyecZzl*XS5P&&tz^B|P! zB}dWx7T$cJtFm@BSt8q+|FYKLH@vw@yA^DaZ-aU7{U-Z%cjaLs(UWjKorJ^5@+urg zkve>zEe4J!<80R!F;eo4b-~%JESiVmw}`d7N%k%I^E~KPOzO@DM$s<$)NX_KAAVZU z@^{*%o<`Oh-U*AlNO-fDknetl_|OwLcsxrqbbhv(;7{7E#QyBx?1{@S8|4+A@&asX zV@*j%-lk3RVYKnr9Cob9H?AT_-jm$HUjO%?<1sqba{HO}k}cp0{Jlb4x{e;hdDT}u zKJPQWD2NU_^qqRec`KZH_KjIFm8)j4N7n9^)b?o_-h=fM^pw1?ACdZ3cpu01AH!`r zM)x-A5Ykrm`99v9wKA3Hmo;Dyz_l-ov(B%CaZ@9*vcEd=wTLwsdVMd>jUnf~JS4OJDUNo5Svz)oihrI&kB>;cLd32~t|>4t;rgv~oyuds z)JN)Z9%HnhStpqaD?{W}_Bh38Ka#g5RFlDWhMq2h{zOsrMi?}r_p4g36$htc^?3gu zrI#~Fu)`JK(e`W{sz%qHW}w85H=I2K!|v85EBf}w+w5sNP~TTzQFb6D$8Ek{zJh7V zs#Kc&OSAM$-gKkiA7j>wrr*w^?$qOYBd1DA zo+ae%_IAREIr~CrB;U$T=Q?uP=zCpRm{6dW%NUBI}ON6-92-e^;Ys7gnlECPLipZ2avzR(X-; zx9Q=28hr)hlkx8t8qULy)gt9ju>Dl)CH(9rcAkgf`-_)Nj6RUJ{-N#j#<+lojlsd$ z`Z|Wkqzcx3qWdeN!d2$n>mc_GzE9Bm=Z@%4G^8O>b{l!n?v(MKdJeU zH%ocryNa)-N_W1Qjo0IF|LQ_M&yzRe&7bVnM~mm6HIg)iFrgXy+(e^PM@bdb%+A?I zdZqSxrg11Mo{uA$Yf?$%Cw6%UHhF^ck6FJWZ!g4V2f9NU4B=1pcod)i%zW}Xmb}h` zCXp#CcMl`Ma~M(u7E2wymjwr5+5sYGUAUISh}&uU7?UKZ)<;%omc`-J3hlxU zL*bnFGm~I+tvjMm;C3rioBKSEZGR?D4>EM1P4e;IK<=!co{X#6Jvsy1l1n#t$7i!x z6%r(O>O{J1^{+e2ROWr}@}6J#;TnFG=ikXlnC~Im@vPb%I3lANC_nZyNXDcPEm4 z5IZN2R4U{)reP}8|33py-V85r#s2tRN842X{>?l!3VY`8h$g<3j1je)v10O4EWo9= zVO~+Bz7Vz_>n-`Amy`QqqmDAdy|7L0gJd{=98aoXP%?&Z73~kC=U6>upWQFcZ)f4m z{LgFmHyMT&SY!atxPd15t`W{LTuxdm&yGOIKs=Y3@fxW8O0IjboKBMA2pRPHmjlIJ=$~9wz!UH}^L% z?&tjQR@PWy#y(FhNzV8W>6krl$sf{~=f4c$E6DmQ4ZE@JtH%7;(MO=$5GQBB;{-hK zK+n~*Ox4+%`psS2yQ0B8+Ejo^aUL9AlyY@4Y>ze{9m%Sj@$+XIKdF~gJh>kK^Q7i1 z-gh{=wJ<^tQR@X~Kcj04$ZRFyWL(Je*>CyCJ2V>Zio5lh=Y!e*ca$EhilJGT_6J`{ zUZGjeSH`8Pj$Yzh;9iWr2)kZ@`!2j3$jb(^(?13GPO1A)o`{0g-$=Z0onRyEjst31! zV37)w8(?>=IF&tnSFq;0dPqIl>^Z7Wh8m=QHWxmeD>d^pYdG5MB1i z(yDMN;_B2s`il?fM@lvNU3)FN|@4`{drZy-mvx%q}x< zWxFGVS@tG=wUjQaF|QXndx#x*%d^C+{VRDpXfYY?N0|-I-;AFViHoo3k_KT$&9g z$>G>Bp8w~nT`W)$5_$6a1jf#$`+c}MRLsq~tJKX+mb#uI%h5PiN{e&FfMj@Gj}Lc< zGRgUJ7j#my_GPkVAIP|Zx$!>nv4;q9HU`!A?*JY*&fh&n;Vvwbb@8{r{ypd)qvt$X z8D`YK`1Mw?VVir|4~(1dwiU494|C(cH2V=U9dI?P$rjT#-w6)Yevo;hx85Gbo{{{p=keGZ=$jhB z3;6yAMxAH$M=`J%|9App-!%GGo|wuZkMOr|wB8~De2#(TG36Y1Hi6wnvbSL2?2>wr zz0YuDEVK`1qaILuUoQlzIPP;dWofD#o-a25d1@yNl>rD3o7dK4f@_g-k0=N z*YT`5YQ&N&^)rjDbH8(z(JPQRS*M<%_uu}#u4SGLujDb+;kwGGdE0#i&A036ZkDb? zlS+JOCCOi*(=m=FPsu4HdC%uPte*N+Sw)sA^2eBCo)Md0V4<$Ku~j6wh8FXnasvrV z;Z@eQS0U>{-nW#EHevHTzP~S9UBePzLavW%lI7wQF@B6FQl1QpA@q}&ms~bKLgh5q zr55J>1sv?eI_Hw?NMrOj(&O~$37wb8lP6_IlK*MP%IbR@j9VEi@6odABCDaU;`uYp zOryzE3L>fNxxW#Ub$lcrnP6@hD-u*A-wdp|nS5Wd?3;YM8H`?q&<_y2MNbdvLA|pCvJDa->m*^Q((Ev_;Tt&FJ;jNBFl7FUWcLI`+E;-4$^KQ-R_4T=_QSL(_>%gfL$%JzqEr<7gSXd!(qu9}rQH%9OKwo)1l9w~KhkW9-zo;C?czP*THr5_#^1|8mxN-F;R$deo+Q8>6He zV-skuf=23ZUW-$gv0&C{UQF&9kolKyr0Q}iCnvLc6QjRZF!C;TO1;$VkeDPc<$1&N zv}}P{#n^Wbz1v~sg>*h1pZ4|F9%r5<(A&g%?e07lD8^oQeqF6CMg)w+vyvVoXWFL5gKGiU~Ed&cYpG-4( z-?)rC?~=VDEnmc*>_q*E%wIt()jqb8s>sX{MRy`#yj~6X& zC&i`ys>!nVV^4i@G}BuL|1ZMx#XR9E@_$SBowPfT^^*xc*-lG~1=&^quCq^K+K2GE zvEZB53v4j6;NIwGeVu9CtcLCk{T-P0Fl`I5=1|dKH93;&Fgr-@bM{<1w1LkZ>>G~s z!n0=Ncz`{#C*X~OJK|J=+QPr;u}boyy$7`qwJc-i+JWK!8t-Z?f7Pb0(U#M>kNb*! z;8n>Cl}y{Inb3-K1Id#rDFa=Zx0thh>Wgh3(lgrUy>>EfzXiM0G`IyeSs9f~5syOh zeEyp~h6C6?s|_CK!CBwb1-~v}osMkwwtlDTH*?BfT$zD!S%*{2@lW`+gFKD-VBSHkAno7SnXLPdVZlwV zKAK1FGG9fC>|lBdT3h@~rSsD)xq_SxdC~_yz0DFY^8HaT_{{mjxcCX)%)#w(P@SNC z1zywAEPXyH+Op)k?h;a`eI~tAXK@iL9wwHr!-^|-!7P$Z!q)~yO>OC8%-G4Sk`?)T zX_mFx9eCT@qSFF=t!^%SMO4UY(8HlKg01tuqqB2wL#7#TNtNwG$+??`*^gWSlMZub z>Y?s&Z4+3JAz>@{rH<4ny3FSx)1dLAIsSU+B&YP<1rg+6R{zpn!(OfO+-r+FgaIs* zXZwj%{ULY+?|WR#$y=i**s&76-Uf{gtn|3(bQmnUi(Cgfm%PnGS#csAyJ7H&v_9Sc zN5kZ1ev&$pW%OMKtCOud^=$7o?uBNo*T^)V)ly3~Y8Rhuf;z28IM?+$i@ls3o1u-ov8<+6rZ!k2NC12&uV$D&;ea3x4ce-YE z{;O>HI>ZmckK5RC6;3BN)q(#1nw3`a-rr%DwE?S1eJT#TPm}W;f6ZTWVV;VXz5E`D z8F^Rtk}E%lM1Rc44&l|f-vCC1@#0c;>Z;|raCnBC-S|W*jiwHL33gfxfj5ls4y+ns z-yr&~)z2Dz|47b!XMLJY@&>jRs=u>V`vKlv3!6{FgFkpoX7w^qm}itDFs-C0eG41)htYNHQO}u&`QK{e z<_-1@q`c5yb$C*;_AJD^?1DUooi>{Z$$DMm zs_dWMghz=H$(@${j+gU`u_Svy+kgD5H?zD!j^qZf&7=Ec;Rv3eyXDDjJ<%u?Tz4Xy z6gE!Q2-I=p5gvGt7@l>~3&o;5OG>?$(WL*Io?8oSkaH)A=TG2QS$&RW?QhK5>-fgL z#!l6tp=@|HrtKi<^LpO`!96^!g4pm0lpn{aIaqX-n3w#t9atvWMjv-g=DhOcX$JYP z^*z~{lbtW5?Lt4PNOrp@kd<_WaqoKfYAawk!r5co2W0oqS~j^_yE9liwTl~@;Vu@x zk{_p$nJ!tremDMKqH1bdS25Bm)|rUGt$0BeDv zXnzKY9^fB&MpTcr^F*sE9DjpNR-SJp=au|u8CDJzS-um$uVb-K_0pH@+j&#&q@E|u zf6nDOW`EwEiV%J9q6Hn2+p@FXO0#YW=njF#>6p?8XJ5s?Q;eLqO{q!SiWY_WV)|@_ z`?ulWH1*d;FhW*OU$Kj zvGL0VcOt)wi+hZgEXB>q)Kx^EzYxs-=2qQxi9wPe@SDSuS|e?YJZJ0-*Tv*cKd z0lV_trD3p#-jgA*%uHH? zo{0llb@XRD|5+3KF^2og>1J%92<{M*Xb+Od%BTlD&B8{ z+lN|L!m(L6)D-q>_3$Pc29jtR|LaE9?PivLc=UddZd2f$4~jJX_;#MpmV|C&XOsOn z`x|}~?~}iOkh8;C@f|iy{l|9L)57T0X!AMSKBDg}qTT7N`8MRbv)~k;5+^_KxtSiz z(c?<}?KX>4#jERaDRoqq>vI>G{uUko;1#P?SnAtsRtvkRWZ-!Pm(vM~>;C%vbd_#0R-Tg>?=c_utnl#sn2nQQ;Jk(R^H7mkv zV$yP!dXgp$`P}hl|N4A(Uved1^iDHLGZwoP4kwYgziYE=Y=IUZo+lex5HdngIDCK;yO|k(dsTdF3I{eAyos1 zmy&4?&9e`0HMz4ADz(CfyIaUU>}&bUVf-_hyU(NdUUH_Ade$F&#(Jp$yo8Nz5`njf zMZfDk)ee@ptDH*HWhBkInd`)o>a71c&SzCbF@4;C=~*3p22AUVHmRBVHN=J*KkE;( z(l6g{I+CM3zSM-xUHtM{GM>v5hG4*>aA`({nlNk5vRP^U1xsYb?B&pzfNRAtb_2iY z0*~x(KLBQ*@{8TPq&G~Tgw;l@$u7P;=cw+Q@=#80(B!|m$@q`?bcUHLbI}&4T|t5` z_nC6d;_ulD{QNcy3U{si%k8GJt42Tt^^ccW9zK7Om^FwF!wXe7;b(}#ny`*>4&|^Rg`C@$=|Ts z&m+9@P?70h<0lXF0WkZ3-)HI-GLqi;(V|C#ki z8!g{2ib7^CUVmVgS?ii-5BBTHHu)B`iZzqvxR=%|Nm2-#y7RkN zadQ?u^DQ~gGp@k9&*?VG_o4mSBl#1G!t^OfWcBD?=Wh@bPY?&1u<-%xbdaAFtWXY< ziW(t%DN37h=F;vYl0D?kpdw2o$3S6BuBLtR|2~G1dEOCQt~JBlf**B^a1)=XMvDh< zBw6UQOZ0PB|K?aNM<$al^@@{I;7=ZuJqoL7zZuIep?7UId#zx;ZHD0=h=-rBZaqHO zoyEVv>`^$DyYC*fynwt-#P5z`&}H;I8tx_GUQ1tfoZ0DarW|Hu<~o*!JJ{g}tm?z+ ztwgyZ(5=blhq6;S%s&jTW2qyJ`z0$*5aloD2idhYgVx!Jo*D&5o6+l%s2(q=$R~E| zeFd5F&NP+fQ%QLww35UBH8M^Ym+mLoB{0l8ggj50?A!`Iv%|SvqH8TB@3Siy(#Ry6{BmBIx7~}(7gq$7vR~x_`Zm~UB$Y6^fHNF z{b*Dk(%))bhgBcI%6r-WT74X+_YG{clibPJ@vB&|!ga~_G|0H0i#a=4{!ez!zJN&> zn93-brL&`XFDa6JWW8(NcYY~!E1GqFg8N7O^>TgmGDN^o^d#;ii)Lzf zwt??SV!}c0a!M6E&p93c=D4;yuW4eW6(ZuPxL#6(ECKt)G#>-)ZMfAB8>Z;xB66+5 z_owkD@B8xhC+oI;W8uEWI*8vi#LD+w)6?HO_+42#-pk6#OPzh}N73m%vG090tO2tY za5&%Jy?Ng$=ESdzkoD+!dUGt^^oMNxxB^}*=9PDnbGN?MVa7oIKN~Y6djl4qf_biKImIpzTy8suN|=U2&Guj#2O@LET8s0>MF5>4g(EOTZ=IP}V zJ>;22IM5yMw!*LzEiQ&}HC9P|@~8D*4rA70%Oy}uHqGC(E>G^Bu9=HF^Rcf4yp!W5 z-^e$J-v6)5lP7ln@Rt7iPBz_Dq{<%8t;Vm+carsWEJ;#Hw;6`5;1{VGbgVevOEhiG zJ~Ks?=b@83-A1(QL$bH<@?KZxO?*A)+Tg%ImTxZBG$vtle)0g{El%4*alNCy&eP&8 zp5Fi?Z+7i0V^=m(XL@yEsqe9`uB%JyC)o&BX_vSEz47Tx`b@%>F=AV?hTqNV$;P=* zFE#bNoVByd^l3k-r!|;9{L7N~E*9(J*fW?jm_F~ZW>F(|Hr9)*)1BmxvO(Sk)xzIdq#j{rdX@Hh zqg$?EMy#c;@>)I3&)>(yVdCwbBJ3vC$)4g=%*prgvNXweru#*N>ZI)n$=}$t2X?N6 z_Af9>=F=AN_?GVDu=P_{=ZSh%{T&9eK6IEuf;`7~n&;(Beq;BW8}%~|7J2SdlofvA z9iPGAU6JK1vutt?ouRKCFe*vftb{m)KQ_d)3H<0f7V7}P-RA>0P)uZdCruee!@RKxi7$Ku*v z?CwvaJN-f6u*aj zA#?JheEC*3e@1`FL7f#u_wkYveB(=Fea43_c4tu>x);!UHLR1n={z`=p??YJq_#yr zvtDmwbj7uv`h1w5ylCbcTVVgWB)X4oy-Bzq9kO=vFymFg=cc^t7B%fv?Z!z2_KXBwP=rTe7HDVu@7xE#!B9_I)3d3$te{z0A>DNs;bOHc9QatPgw% z|C7yc7Y1a#`ZQ7(caN|i8E%CBBFq}2Z6nqhqQ}KJ&kr5 zY+lvJY(0MFn(TDktX(PR*BI?DR?E|m)Um8(oI3DG6{AXc^r_Dsv}mtQKN57;{v{Y> zmDFT@d^FCbe)UsW9?9CUUT$y$0JLvld{v`KiE2#Hn-?!Z(%z@>pII$cD?soT(brq=y_&1+P z?y2tn8VJAH^!r9aO( zZwB3G#inMgeU-be=b+G=rK0 z#FFAXD*GW$(%1L!Th5k$>gfhjEMeh~arYk#Y2fEwxaB#~Lp<&v|NpADd2Bn;Nb$FR z*!e6Dp3GvYQuRGFYLg`Ey)JZRW%Ke=^dASUhUA&gS`#sGlIU^1zJ|LhcU}|Vm(_{m zacn%~ZpDxzV6%-6EM&j=Fw5%8w%B{Ez6z1(c+zZv=-2wYgxr_n<`d+3mj$z0@HARx z&A>FepGkss?0p4<4>a#&@4>~89IpS7c+-z%&*W=acQl^%C+YbyNDRfs&3e3o)e?=* z!?0xUOpUPD;GcJ>-@)i%wmXSGeQZAd!EE}bv4+zzH7dsA^%9nRhpqCwAvwyI^XS<) z^rU;ZtR20LR+sY5N9dX-JU_B}fA*@tXD$V)sW-IGxYkM1vNt&YS4ul6%%q zYN_m@+oNWVhxBy;77k^B?8=*J7TAZ}sUSSLfI%a1E>*gxl4}E5&ZbB5-sO2=a;~Jp z&*dz10j{;?4|%#)fyX_g^%7Y2XU%&Z{ZgN)ZoUCxnP)1pPxc&LOX_^n-$t@jH69O- zw;UY0isi%(gvEv_F0+r~zz2!RTi+RZ&xBlf#r zEc(pExi9jzK=S!$%ozy!dSg+N1Xx8D|>&2Rb zU@{Q|fbmvFFxeZC))H3^BDvP{#uu^%S$B=b491n6n z6_P9Cc{26ih>w%WwGO*FLvK1;zssAu>9;NGoB`YBbp8`RlB?}D`W`2SO@LQB)||@* zW7v2SzfX4VPjop`)Yy6Fy^&V0LAIudTb);p!?SA6KSr{Duw|C}fz*P_F5t;@z8O9z zV|c!?9!!GgSz{}lR+$s?j=U~C7mFt==v>|?wZ)+0jrcLVzbdd$Yj}R(cro%V#?rm6 z`~ylqkzxgFE+^w~Xg`UCS+(~$G`@AOxZYpw*=Pjq^3*I(#{Sgn!`js}Hz$KvDof=( zLTNbeV86kn-%tDV{C*w6^H{7ewv=(?O7Y|f_RM$wi*RrP-LiA=J4_jc-^W5MHTR}D zHk*9UniUH};n9No%Z+3`3I^XhdXkpY^pa}G8}!>;?>ofyO0K$tb#KOoXUKjdzgP;{ zk06=nVR_>J|2ZakSbOlGRB5^2Y&wdK_tQg55xb-)SrNYfVdsCa$cl|kMt%-U1@1@e@cT1teyNbsa=`eUFR9;Wd6H^&Z%@d$){V% z`#t_m(c%wxM6203-|U-eu@|e3(ANRH<`lgqQ*I;o(5KUM8b)5jpPt098nmpc_w^W+ zy<~eu%#mb1g5^iyb92275g&5D*ccl1#jO#n{19vZL(b{sU(2$$nz`<#=`D~+C7YMT zhzH2AP2blVqo27awK!9swm6?1AUb_QrXO+c9Q{|qs<&{w1Yf#Plp5}Hdvii-F=z%q zDeSs;us6Hbhw=D7@HrVzug07*{_l$aZ@ITf*7t_u`y>`fo%^xc=Uq=J^8YGE_JC1a za{OY1A-I(4w|~-RoK|m(i2uU36w4LCgG8as=)6n9>PQD@Spj%%_6C->eby!2Ttz8w=DW~aK&CY#_% zESaZxsS(}Uk#`{2S6oP@lf4uHuO@R-Jesk|}7UxT$80`>3NrUW^2cbMpODAbSl zZzIncf(NPX^Rw96NH1k^Dod0auG-#UTZ3ImMjOUi3V*fSKFikSDsSC$|wY z$MWDO+2uZQDOJx>Cp>k|Hjw8|c1S+aDwtV;k6%KEGOo}1ljIitTptHx?q*ka(rzMM zSBM^u;8*sn+hJ4k1JyfZPnE;eRI-wL1d45TfzzJYG` zgXL*aD#>2Ls>yn?A1_!1sTpLes)y!KPPL^(gpc+129J41jJn4tR~h*`qmHA`UhL~B z66HP6VX(|@#k(BusgLBUU!w2SwK|^l@4})#ur4$57XGtaFID+OKOR?tuk7%-gk#z1 z{wljZhJ*8rm%1d^I{uKc{-j}Qc{DN3i=x<1Fc|}}=UL$~(P6OmpW?!H-j|$pC$Pjw zG5RL|zVnm0XNF#qPrW4+Po{k(Ts)cQO~vWiq`RAiTf?>juNW_0orRTGL7@^a9EZ`% zFm1Q?53}#9cwLHDj)vZeu3yYQPUUs?;Ki}HSQ#SKpq~}#HT+B=W2z8ci-pfPzEB_k zL4PZD{0Z-3`n^_^tl(QxYv1P1hRJ{U{jV#N_h}z9*jkdFOp1HyoZN16#F+Xd=xrWt z;n*)Qo+?TV5S8u}jW*y^N3DC|+5*}YbF?BpCeQvJOm7c~i^=o}ygtIX!})U`GHt+_ zN@Tjgb+5xDyKJ%t^i1u)f#0pXxC3uFU9@ZH+&@N4F8b_~ndrKA#FuG!P=zl)PQUqZ z$$RZ&mN>;cw4XTro_4jM`2~F+!sgp}DhcC7sIriGnBR@!#f^D-J)X0Z^-eZ& zPr5uW#@zzHH}EI#wT7`yRxsR1pC9nIyU{NbtxL20%{0&cmWQ-%kCCTgdrj9SkL!7& z--%dVA6mD-<6;ur%d=|blJ;2cgcd@s_G8vB=@Z0ktlDAUFxq2iHZP#l(x(~*z zJd4R{!qnnf>)g8{SSOM7M;6W9?q_7G#80ZYz8=||kaV??Pr%_B{`!>@!<#2;$QOZVby)julde#u)q4k|7A!&<5)HSZ=lmvu)Cbpk#;d|CF8>3{B)Kc zJBifEUz^oNi+JI9xZVn<%Z;7gFBfT>%5TNtJ_>`I^RkBe`iy<%^OX}Ze>#*mV&yB2 zPh_peYYeR2!- z?4*wa-H*H^jwNUHZb!0%??f$MhviyP_ZCsPx>&T*v3_tGDH>d1yvNwAIXPC4BD3QX z98QeeGOX2%yiv$w%ElJ zlOOC~@#bS%B)?#ueC96k66kHgtNU@Kl2Jb-%>eUXo)x^$();Rjlo->AO(v1+Wuv!Y zr`KTFoi%TFysq=fXIlh1eKF$_yt)C4X7G;dj5Qxe?_!f*SR$3bPBQXtxSmC;I>tGa zta*a}wmv$DYqzk>HT-h$sU`0O#iS20Er=(VBM10webl6)X`tzz|k#HYr_%~O~% zB;Q$})3GE?wX0Xfp2cRojx1S}N8Q0!-*!h-n|wW4>HoPQv#%yKFpkE>SpXM| zq<`^$GSBzsYZVJ(^A@rC0oF~`h~#=qG#Lfmfoz(!x66$311z?l_@~0`bhKty%JA zE#JY5s;(`>8%Fc^ z9r~Nevs7PqipY7wy-@t@$!o?KV~FFcNjycINlu$7n470MXRt)>5fklJkmNP-?hsbU zbKUQJE&`bgc|$Y$ooBREAo(5VlG)~P_+5@iM;oQCpXxmP2~sB8&_OI)2wu z_4$qU`@Hc-leCr@tg@^A|DNr6a(D340y5c)pB%QmSvR%nvx+m(Zvk7h=UdHie*tWk zVt2AhuVSTdeY%~Ni(HxK`pG`H4}Bgt{`vf`2;>hXQ+;-t&1P8}J{Nu+X|>Z|Ghj5` z@rCB4WH8)ce|f60pZ+V6IM1=Z#mC*w4mYd($3jhv{F+uz(s-txju%UxYX-683d`P(FX=b|4qKpf0kr3k zWxesXyHjYvr|LuI8ax|}lXZ>xk*L2C%QiWZj7K&3d+I39qyKU&J*&VLwf+6RXqb$> z7a8qFEX@kTJVjg0!plf;BnD6L_k0q+!$M{BHcm8o5ki|GR$eSAOv0t&e0DgD5-lDi zRe4dmwY$IU%KDZi&(JDw;^)yfIRUqcor@i5#bU`Jb%5*MGRx0myP2-K(|ymCMmtE9 zd=F zRJ(2DoWhom;>i83IK|b~$@Dqq`Gp;bHq_>$(5AlRVkWoLrQ70$-X;)5Vt+FddI&74)37#T)(q zxU&~I-;LC78F?*BcV@4xj^-`mJogE&u-RZU?#pc5*ge?S?(g>Kt&DhjFF zWV@qS>p5EG*?1Q+r&_~0EL$$l^`TE=_p?74{T+5%tiOx#eJ9Nx7c=tqGdTq}u}ME? zo)QgnFMALCPxIFsWIe86R@?`Vl7(e4Evxx`0lfdw;v`qq=TG~JaSgS7tl*me;M5A9 zhp@)gIPpGhQW>S97&IP>pVn>#%biTFG4PvXysj9XwRkDR`5Rs;jHbN*qnWOwj6JhQDa z`(nlheUl5k4C+Yb}H-;m@VK=2hP#&Smu< zjW^b~siHfAPIu@pdA0k~sjGO`6FYW6x4%($JAS68pjYG81bvM%YM%b)DcI#?_)t7s z%Uho#V>9vZcrpxO=ZP#;ja-Y_bOTGAtFIcQJp)hwW9zZTDol<=SX9sXmioz)|1KiV zYv%dd*nX|~aR(1QU0=r=>maxtjVaq5$+z}jY1NJu=h8mwK8Mq^sL`50;U%-c7@R*5 z|B{0$Yl%`D?QbzED}`Ry!+~tqpN!ub^)FE)^^&gPiQDuu+1WmHxtd&!G5%CGX-}6q ztkat;-AFy0E$TvSgwfy7b`g$Eg!6?EE@qw`;cl@kE`3X)n)jgkAh2O=aVO?pQ~~wIG4l&oqw4hB|Bm& zm7U4*Wiaz`(tir&x6BvugS;t972w(W_zJ?QPk9Py^A2|j?K`sJMgA3s_ahMbkR&g{ z<6j)>O1kWo%Z|0LSt>R1;zM;Xy(C`N(EBpqey^bKEKz7QxszKxyJhYoU8-@U%6t_z zNG{A|sVl6_Q&{t?=uifiSCZ{xQe18P&1UD1AlS_B9<==g`gziL0>3;`MA;zL-VF8J zIX2h(7Q7k512^gIOE!Bi0jJ2Gd1K+ zW96(9dy#|}LFX0rEG0VqE@pP4)5U!G1<^IRohI>!acr=W)}@VjE{0`C%6wzY(PuNq zH{tMa&`hnHb0IPw^K)0X4O1_0CK>hbChs&q*)}$hr>4_>m}}l zQ&ICXJr&i*%Peyx8H41m zwq#q~A@^GSJF97e_#1u?H86dop1MGVg>=Yz;_Fx?l! zvaC^i7WicqINf4)sKRfuns>MR>?T;;l?@Is6F&&M*-#&Ev~OLr1aqoGH8n1h%j#6K z%W1CP1KYO7O(mcej^xhl8LdAuUJY1X#4f3Vx&?OGC!Xx`JB*dJCN<#L!xcp!nWvpK z#fUrj%Q!xD2TSk3rV^s_B(}&beV40K=dPu{C%W!vpO?@gZ=Gjj+0G&J~xF6;hK>0TM)F;^@?Fu`44XbsAe8?b4!n9gblO9AGhQ#D@rlN~gC^ONJ)2Z@&2IgSbqGehR1is4Xj>URt+4nIDCI8Y zW?p)j$X|(!m+*@@BzlsayNY%{LTQRvIhSwend9B$c%9u3Vcom*GK(*d#?XPjXI)E% zzx7j+KB*rv2-3Mf%>74qve(x39Jsz@#2@sM%x-_+{(dn3$oXq9WGrUwPv-1CxKUpd z_`qrGRg`Y;()vqmxSpn$;lcH0mf<}3XgW{S(~)`~3;C1G2-P7`0ozLIxj(y=@$Gsf znX{IAlldBuDPpv+g4A*uT>MbUs#w z_5-vo2ZI-(o1FGd;8>LB6cgi)adl-fb%S*`_R0I5Z&@R8a39R5iSHkYIb|>?YrT`_ zEIaEaxOQKX=S}0+K7Y(xPc(OAoqV#3`~dGfx9VuVJrBo|x3@Y=ZRelkwJ5`1AH~m& z#z>W#F+OLH>=(vaO^&=hKFJl~@^Y-s zL*u#lmkb|In^6zYW;;z=;@2WkJNtMa;T1JWI1ZOiCFh~8OFq#P&FAY_X9Om9(JFhB z{-NV0=)4QFAM}AF$s}HRtn0Ho@JC~mB3E%E$I^wg{|WQ6H{vNAsp>gd zD(H5E(@0TkjZr?ti##K^4ffUi&it6HXN^U!WHI^19Y=W{UX4ZW#;B|)OAYv)Z1V{{ zQeo>#_!V&%mfTxmb5W>FHRgV-o^PW^igZ`ga1S)gvS_UGCryVL|78rAO7pJnDe`11 z)d)*Lw5LdsT~Sr&R-ev4i8q6q*4DiL32%E3H!F(?FTgshv~Gvry|~It&(N;e6ejG$6sdI=f#_{WNYM#)sFncn{qcZ#%M2ys@?JCJUn`zJ|EEVMV2q> zntAZpjtNs)_e>G18M%gu%E`BTA-s|WAv^GY#*(-3VYa@GVc#F&*T@`G7EZ0`nztW$ z7r20DKH$tldRc}y?cu&$j9Mvr_QJJ&T-VxF$tGJ2-<#5Bl-VQSf-Z*cQ!_qsOprDl8uoPl_5nYjHZc{u7byYMPY7h!-K0HBHI#{w6=W z3|`Z*<7)n0lwbX;?-#JBsCkEtwqw)>twSTsfN?QuO%NH?)_1JY){)4i@8fSHT2F#F+(z<4`(7URwJ z?6VzK$3U+e7Ht)IE@6c`-7QokTdFB$74%^|=LYQP&Ep@}`gXdc5_+;gWOwL!qS4o) zTMfRHce=@T&|eg+Mw2NpO{Usc^;UmzqmHGJX}Fw+Vt*8owLNvU{XE zTjq}Y96gqTcq&%+AXyRoOSOmB$?qC7kIV7w4;KAMgsG`fAO$lA+@% z8mEd_St#W>;D6?U?v51mc@U&GV$?*)cXOsDkeV7$5>;TD`2t+eDVUGw4RMR<2tL&9eBL9e7V+NS^wf4~x3= zYYhF1p*B=($n(qJ;eLXii}L->eC8nXo&bsC=@Fl4#g18HHw|kh(Q6oOM(Sf6G!Le8 zU!3TN5zDc(ycm((z>~$!4(6*La5QU1UKafygU~kq@f~ma4u6Z2_gqqc;EFqV+$;Do z4I7%${A&`t=1l6S_oyv?bZ!qQh~J zUBG+uMr4Mw-Jv#1%zD?crFu;ySjM`^g_|5V$qs)Ov^MjqWR`pyCZD)Fdr`|&i#v^F zt~T2oqK5{K6yoDkuxT@G7QsB3j)%C9XpEr?#n+Q@<7>7_W~%Jh_yMQ$%TYHU7II%}1=6d=~$TUWHwGJWgjvTSvD29&V$JmsK&Z(C!Fx z-$`_6X58!aT^;|jd#@pke$eZQ&UevQ-ce_zX#>4p3B%g(D`u22@ZREzmKgI530kv6 zeRF1i+}ug$641>XpM7xnQ*zAF?`$@|gSE3RHQD--7e5typCDgl^G9*k$el$kQlvuY z=P(=(|4ROPpND-`5FLkk>NJ)H4cI?62oYX+3> zrcXsJ2H|G~9LYM>c4VEx+bY4Mj&?P0W)EA|5y{?!U?;x#uinDGleK(+oX7C?JORFo zmII*l4L*E@3+MBbn)sZ(-8<=-EMhl9X*O%6M!;Uy{zJc=`OAy`A3?{qM*f+vq&h%q zNKGYUvT>e@%^x{-hqn2qG~CsLc*^%i*kZ)@F+2GzvUB<;+RWEiPhOM#NN4zc4y!G| zxf;Cv4RZH02c^b$p6aLC`K7p7!yLCu+__30AHy{35xzBV%!Y2>3vVFJ2z=e2FP-Ys zO7btltgUo3CETzy1?T`x*I2Q6W!zj>hMaF#d|?9Yy|&S@(QimUk|h z^|Fh8pwa&HcYSek4F-PaidH_~!VjMpVb14G8+pMjm|VaQea~f%__+@5bGlfwim%$WB6WLUgF;neNSe&dqsgm$@Ulx z7O``8{SGGCCVcDS(@1v98^2EcExYLYVsHx*?&h<}7?~%MS+CzpU-|yr*Oi~qD7gkl z>m#xz!_RYk`64pSfzHdg+Sj;0((>zqdzOd%E@r&z3-0BTTX!hQx?$3Mh)&n!A3L2)JIK-_YtCHc4K% z%VGFDXxJ1q{xchJ|f3JdZ*^&;o`#^G+H5!q>@h79<-w4EOyW8qpSH%Q@&Xk za!=8Epk9&<@?8C0&a3Xk<7r~Vbz)CDJnlr3BBZ{_*z0KU4!_?-@9Zr2mhDsJ{v*96 zM`S9_zw1-!f(SOwb!&||mY3g0_FY>4LW)b_*Hy2>%!U8|uA7wr5Av7nFm5A){luEZ ze46ZhRu|k)qujY3>0aqgT6Kls?b@}*sw=fj{fL(eFs+1XsYjNbytxDTo^(w_u{D@b zLN7PCsu*6sAUZsQcem>`>j;vq@~DD%ovhd8N!|ed3tjgtjh12kfg)IAUXn}#kCJMm z8K^x;YKb?CF*Gryp9_3%WbgsL=0a*RASlvKG%lo&^q&-sH z&TjUt{{Nn|S=E=lC_Q1Y12cNDcWvI0=d;oGJ61VWY)D1KE)W?^kMsH8Sp~CBGkx4= zZoHn49fK?H7Q~Pvaj5~!Z(-#XbZEl@4N3F9`}A|jw}q9?fj}zz&BnQNNwtTq)s|r$t?H`%?Io8IsB|3 z_T=3`vP-5$ZYB2=$BPAdidzydzac?#P8}f{CA->qW9Kc!YS#?Gt%Go=7$2Qw^yaKJ zgGPneU=a2n3XRvq^wg-DffIM|kK4>E?Mx+bvupbn zgDvi)hQngIsM5yufAaBEz1?BdIrwuGNqUp12MeWY@B}zjXS@Bh&6=Won>yXq*NOwV z|9_e#4$yK95Bx|R$@83wc($ITV_3ftnKl>jdI>22)2?6efCPt?za`ndxeI+0_4 zUYN*rK3x0LZn&rreXi8LBI}l=;W8ffE;O3L=}5DCaoRQ2*EKvk>mZZua34LM$O;c) zMrP&%vG-K>p8LTqZ>^VOZfSOIL)z4HpX~o4{C9{*GtDShXkVPaCdc`|FixJ??5F=m z^vk#Ff%;4iq#tl<0{?hPi+*OpIU?nI>^KlkwdwVmh@EN*`(R$)3x1%-#O2wvZ_N@@ zT)PN zT5ls&s+lLNz+G6e7vHk-DiLU%$Tm|%n(P13^jYERJX1@?lf!+^8nf)8PZpnz#+qt` z3(Uodg74u*vO8yAcJk@h!t`57F$uHU;q_1A%(n$h?hBdeWI2gUcal6A#6Q&gDp>W^ zYAr4utnVS1-ck%~O2@)1)JsgybCa>|xh{iZc9HBu_EM}imV}33Us2Y1y+E^np&f4C z%om31|8Ho`;-~MK<(?zQQ+hfXGN~U?p4Qi~W^4S|LCc5Wdq#oh)S+utc29l5DkQv` ze;%QqtOnVKj_r(iA{KO}?F4uxyUJny<;`#{Iutd|;TYdpjQhfDJHYwW{9DKK8jvP? zf0ElRIn7=o_dl>pCfdE&R?=9hcl`jwQ_167JzeatYxKN8#Gj2f+jztiEL~j0D#wo- zk)x@zx8XzTD`r*33esdZd7ilLL)R88eiW{xhI3(hpRM;)5&w+@{UGt5k>6zL3&>pu zPi|zzJl{P-Zi3TXC>+O&DzL(Xn0={n zb`^Z{DkIx{B-~}z6$3z*d_N< z+3`OO4pXq8w!TvTwW)tk`0Ep>U+h!n$=B&{6InN4aXFT50gZ7!|ERa+#=e$ySBW_f z;aFBIr|Nhc*xe#37i0T3F<}b44mAD^xRpI@+4IxJSXm|h4Y`jIN~vh zZV1;CrMihihr1Ih2B&WHNhR{eB3j;Lmll;$Bf1HsI{KL=o_qk`%unOZbIDgQ2tFvDO&*?$R5Q3t0DGyl&1i$Fg9aI(6eA zx%a81ujJvo1a439mzr>R+}-6Djx>ew5be%l$Gj&_KE3+xl~XOCo4&^DJvkndIp|1O zC(pzhQWb*Q)8@%v=$9PdWySlyp#39Xyv_B?St7Y3?uJPr%>O{kB3QMhVD9b77gIeu znJMxPDfLY+Gs07}?@yCtnJZ4xR2Tc&d~vCXQVU@iHSsk5PvdPWZ$2h4S zQjKiGX!I1@t;EN-$&w1cCl=h}UC1kbf$T4k$U zy_cr|d&pImoFkx<`eIEnFPTxsv%?BJ9fhMkVY;u;^Nryk`Yxl! zW#~ZErt0lje7>0cdD`4vEIf)Bu)i&bFjWZ_SB zfVH^aw7{RsD-ko_poZej-y-@M`1S!ACqpv(pD*=) z5q)QOM4q*M428_RGxhr%{^hyRpX7Z2vu8N}FjOwnGMV#IAMGRKtTy%z(I|VY4#mw? zn7l`;)HP@ciyQTsoyDm!m+xvF9B-lJ8h7FY^pbqMD@B&%h^(aFa^zdX&OI$<~Wr&q6;|PNt+j zu9}0jo8hw`>(_>8YSgrYT6ukcrS<80ImMB)==}(P>j9r}=7kbG;aB}WBPOKwV^+)+ z;YEX?kh+ZrlCQQn)POZoRVJCR@}_-XvX&G3Q&HhQXl1>8_C%#BTr&(mMDN?#Wet9$ z2GmdDNNHCehY1I1^Ey2Svv@ClI~cnrld?aa{7T9iW{rXV9*w8HNRaH2Cz?6hknAkd z->8o+u-hgojuE|&rSnbk9Xj|pWX&w#TR&0 z1uhe@=4`zA!I3ujdN)r<7WNm}a~7R<;pEl=Bo1QB_q0wP%(Gd!JM3p_^$bp(M)C!$ z*If^{VfpK@I2EUEFmiGror9^PjFFXuN7L>&*Z<(2BztKZvq;#ne}TQ0KqJ{}PsYIa zaVWI_l2stjm7X+0vQj2%KpkGT%<&C0{t3HN5$Z2jo+fssw$Oiky9H)FPWC~h$U3`r zn49c-7m=$cy}pP4m8`T$AI0eZoiOh&oQdYgndrP=Tfy)1!2$pY-Z#NO4$%RA)#VAE9Osjk=TPZ$Kx zms+y|%QOC=f|Ez*r9`wK?cK%;qlyh_2nPHNy@i!rHUd?&o##pLYzs?VOY zpfkaE2SX^CM|zVs-(J?R`b#*P+y?uZ^@@q{Z_?)=y0jxhzSDlF^<;d?PV`}zJQSO5 z6;}>(WTh(}#*pW6bt2716|iWfi1RJRCntKIzi-B*yjxAK?_+phRy)6d^L_b2X58$M zNCvfm{5zRFyZL{VKE4#IZijMm=4GeiWb)R>nN1`+N)-JFJAPrAWSP(V=#p6Whsbca z$+`2WzEXclMd? z!jp0|`%2u{%a)ho&(XZSusBrS*)YVej8kUs(!%h02&>$izg$&fb( z{uSALHqUxc%&3nw*U{!V@jq{pZYE=EDE@+PwT)4Y|Bc76#ONRW)tG!eV0sS!D~ea8 zM6-_MoKC;vUEhqSZJ^s>Wc?K)t;o=x50w@Jni;hwjq_aoM?d9oINwkvIiI%(i=E$y zyJPg*8CTCS-tqp*bFf0@^d^uwj7QAmiOB@`ivOQxlRw!$wYA<8ZHDmAwGe%h#Z!Ut zD7qeR}Bj+Uq{-I0Fkq=Gss6+KwdE*)ci4K85i$czH0c-f85lUcL^Wo6~f-SYDQeer1_Maqx9B&vbKq zc0(-WmD8}|Q@x+e?*|)aAR9L!$M5*}IHXfOJe9c{^RzOq`$A+Y@0xm;UYMSxu>Dk; z{a}p4{a;$^>?BPEf{tSLx$O2Wl(M^I0b6y%j-PpJc8;gFQ{a-UQfqL1C#_Q1>~b?r za`-0)-W|p{-P!j3zKE1FXt!Lv-q##b4^Hjj(UyNd?Q?J5aHjS@6fkHUj;=7;S2Vu> zQiaWvkF!XQ&(W?J=B_Yef5)1WBe^REvGixG)DFAe(fS+=U*yQ8##^KRWM^OK*eAG_ z3S&d{Ig)12yEmBYubtv_p7$rC>SXpgTO^;NhY#u8Oq6ONQkJsfMvOcJvAefAx*NWM<^3Ci3sKMGNIH@ zF$-R)9g^Md&#-th%Fc)D(eU3XTCUL70(@%h$b7LX^+bC3ls)08V=@>gei6S;his}9 zcV^pVG+u>cBgk?fZnlI_y8{00;n7Em#OL6{x1_pUf4x{PIky`cXFC2QFMA_e6(z+T zqIlMnoK5%p`D)f$6=lIX7&_bMzOG1BmMz9iPM-4Q*(x^8gwP059nMQ?)9Q3mRP>!C zIY2V=9HZq9pRT}=ifmMtRwp}}%F@Y;l>7DKJT^H>eh2htu5*I!?VBXk!<;0NIwJLEBiMICq{_9 z(=mEB+&lQ39YJI0@*ftT#PgE(DC=W~LMFAPUT2wPO*$Wfr;>Jo-p9~9J7RC5;}Sd? zh;Qffnh$XCFa1r?>*3-~buB8gNbYBD<#(<9y$hbnCb1bpqx4n_MyV>4x+8UIzKKtt zjFYY4Hpcxy{BwU1rZnll#E9%PnTaC%~J_X!$nzuMianLg5W@Ip2Fuz@59;`fezvI!z_mr%J^zpAII$61JJmc6p{Z zfLBy=MP>FJVK&&{Na~|BWRrz-=nIz>;=(&{xeX@E$aobS&!9nat!8b(K0Ki=o4wBp zdG=q__l&H`J5B^FOs>uJtgQW3|Gy8>6V2)6XkSG?S!?(<2JZ`jBk8k zBa>0OqI-$8M%cmby=jy^kbfAf0^GApp*20f;(t%j>^G91MzY$p>!*ieuFJltRC}H$ zDkT&9nMS=w6uit8KeJ0Re%;OrXXx=^+MP=FR2Z)&2GxfA6|~Muuut7b{APYg9m)o@ zuHvuGSYMTfd56&7*rm-yM>{?TU$e$B&ntsZYAa4+;m&0F+tHG=YKaMX;yc^-|%UDsxndF+e+vr&V(2M*(V(lb4KjTyG z`4?g033{vo!(-r4t-y1(8#8Mbc8lt%sFExa<5{4*K2rUtJ)H71FBR~*l3}MFUl9v0 zg#E*2i+op{Xtw`}P4n&iGOQUc8ujP*+3oP4ajtOfdhuZ*zs$Rf?Bib!tBzv%G?q#= z#z(ZxQ-D2WS;y~^+4*1k^*4hpE3o`pOsV6{Hmo}5e=OYx{MO_5Kk!P~86~4sG|4C{ zGBQF_iiXmlGSZUDS4JeOMG}ezA}KTwik3u1g$fOk(J(5rA&>v_b^rd49-mM5=f1CT z&g;C+x!(8teO>1iuIH+g>NS!k<9j)1+$A#S$@gbu&z{NW-9vcA=h-t;Q{2kF)>j}j zf_&FtN-W=<6j!oQ5mIf1bG~U!FmrrznQ?2;?Qs4+N8~t~75?C1&2g}T)`vr_G+&r( z+}zW97QT1U;XU5f7KVpH=_hk%_xmPH_<edeu9sS^&d*d`|+(Z zubb)LDaM*Aex4>Wo=lRl?o2GBS?&+4!Sg5aX(QPWV!2{i)rV9$AvqqWUeWVoUS6C8 zm*U(9uFGzLS@Ks**LNPR=ke0%_&-(DI?La=&y}2;i*aNaul$?k{^$StW@%RN-(U53 zTdOm9W$sa3hOgmU>d55!f4cc+!{kyZZN{dnAa#OR{~(*}CeKp8$6-$idN(p+6Bc~Y zy0MLJllbRsZF44eZ6TU2q4RgFy+Qj@tY4G`+hXDZGdx4C3Aj5^%zxL&mHg|2o4Jp> z+L+74tvjLo5v7r&? zyv#G4L-fiwiNEpA=h&Uy zF4<-FI{VIJm*fY?H^REuJAg+fU)}ybuLP5(81f8hZs5zQz;YZtR+GFP`{ab$Di)b2 zvL*BJM$(tn_72D#=&v)pO5{J2_NT&hs(9B4qdQ~7<7~G=gdAx8RF@s(@8fxJ_AvdZ z&wOoOCE0d=-({YQX;4P2e}$!QVEv{zoeFEYX4nad4Mtu`t7Lq?g#~XQbt?AmfzaLT zG77V9wf3fh{QkyDF4u!u=0mOj#OvFzq9xCZU;NEdxpVYAA3BQ$x&Fx$tmN3fOsqcu z0yzUS5pTZK<|dwfAFH)A_N(mj60fVOe_gZRM3!U?+k+X07;zj%eM74Y^c}#D@@>0; zE4%VMH&F?4EN#^LcDF?c4B&hJ9Y(zsZcg05^9PESCxtxyxD6 z*vY7J1J5YUC+c{0uc*)u?s?j_Ms(Z(g(2iB$|gnl_eBM+Ca3o`te318>mmG$zp_sD zFlO$JoJPU{Mmv}$i%E7BZoY$8Z;N&P{QoX}vm2$0o_j<76F6;Qv(DI)d!{+xP?NqN z=()lebI7$4f6pf8X#fB2n_PGQSEYY-zA%?&H?nqB-n3REC`yv#AuD0jJX^kjmHT1V zW^r)72zCN_M)Rn4Z14fJ2I@Bt+UFH4{seob;$do~e8^fy`Tqqn4KU&>eCHB=+ZZm3 z@o5IGw7`Iy+3!z%a*yFP^Dff*O03H_fIMf(HEv%%S`WWYa-Gnad@FDyxxo7H#5Rz= zS&K%b9Z1@HtvUa);Sq31Rnwa6{ivvMDum|Y`H99zy#EE`-ZIZzRw!x}NoB?UUZ-~b zDmKr)mFx+8(5#n`JCD zttJ}jD&tKRxmG~zP>gw$ZIUCX8%$oOWp?FWVeEU^wlhidbg!y-p6Xj|Snqz3I33O(R(q@LZyhTlj&R7}aY{?GYCo{&5axtmCH5h(_cr-*qs(W);g z4>xBC>ryiFrw;H$x~BF>a^z+A=+oAh{f+t*w64|qV;Jr*-rF!p)s@`sdJXC`MCj~J z@6VR2*||JC*O)I?vwQ2&f^}D6%P^nk9Ay_Hm&3}-S){KvtwfpLv^|Lrrbc4!(zWtQ zG8{#cWO#Vm`|aUym)>VuQ|Ec_K;w>p`~SrCGkIkl_C3}AH|QL)U5{jgK+IL49hp|^5SzlZEKJ_ z71(OgD$#p@HrZP=hJ{)gGkN%brehOad5kW%ljwO&INhAjs`;z8X zQTGMjSPNg4SwBk}<1IW%&Fk#Ke_4e366;Rq^P9!CQ`n&)uWLufrt?2z@apw`<`wraqgVNr3@{ib=Z)-n@B$McHFJEk{XYS0MZM^cXM24HE z0yZyp1@N~2_tkp2@sIZRQav8wlV`h9I01vZ(mqdPpCoXwdG_!aT%Xl@ z5=$K|l6|Rd@;!|ePlj7ZKf#aW+P#D9P4Rn9q5oM{wF~u0=8?;JeRe68#E}a~u?4oj zi*qlVcPL!1f!QIf*_)opJaHnP_hhYS*y4YMpVJ}K9rGIDN{xcOvqC3peJgrDtmjB8 zWbyz$&%XOX_H3)kXW~jl)_Dcr?qGouEL#VXc|JM_Lw<*SBbH50iWZo+80xtiUBmj% ziF7ydic6qhg75zV@kG*bTK@~>Bk1)c`?S@gKJ5oUXbqgI!FB=k?j><$(Weh|v(E3f z;^xY2vXN$B_m4(cg}t*dFqzYj)9)Ny%DIG7v?;@r=JN9K(E3AEd7F29MVDlioQQ)@ z;oJ^D;zfny!CPR){G?DMYwyJG4HQszlwZ#{a^@nQUbOl+v3RZj7xy2Rr!TMGG7UX66U z*a;&2#e{sLPrb=qyyPKvInrpUPoHbF%4EBa?75!K^MxB=f2nbjaW47W&gR{VSU2@& z@?Ez$ejNwpjb!)(!&Dh-Ac2sufxY)_4w?O4yNM=94(IgvTyuW$Rq5{Ten!BX;i?P{0 z;>j&+R>KIrjge=254tu_z0qXU{sA_*t9~gSrgp$n7+oLg_h8;IS41aac?E4!4R|;k zOxJEad*^)R6+TJEzwboZYhBaSg7D4c*d)&E;(w<>;zibPW~4{)@lms{b5&J^UnWn( zP2_0FioN-JuGrq;?JcmZK54SY^;7py+L)2*0=CYq?uQTLi0Oqa_#aZnHTcbWCu8o z^eyn~7ILlThfk6>C(v@5G579HrQ;v8FM`P%3mhy-=Z~>xGij85z` zP5Xg-w=EfSa(NqnIiE&3>9LY;CUU%mkvaE#ub-i$yd2u2A@nueQ~B=+(!THiQ)o26 z7}@<@9v3e**Qacjs`fYgdnult>UFN_e_{Ivtw?1^d9Kx|pK){l@^*Un*W)a0U(@Pr zx(vd|Wrgp*pNkCVK<{rH-ycpFkUCk{)`>l@u>Fx(z82CWNRyp_LqwshYyUIW<6_#) z&^rJpzIW|@3hvD^Mi&xXkAul>nkPM}i#CuK-R)ILV?M9f)z;qAuprOrs^a%J{GH9S zlV7JJ?4H4kqxsZw)^E-?TR`;*THVe&))uZCj@GZD*1!3z7;e2x?mPopCic#O!W2Ah zLe7Pv*SXmLm&lS_n4j?DGew3oMcMn9=QV$B+i4*H!Sx&mNtf8S-o?gw--F77HpsKS?w z4kTGI@2CF5pGK|&l~LsWR?J`Gn&J}dX^(3&V05EcP?=qNkuNpv`_nEJfA8Zd_p;od zkbN8fbKfi#!ShUgA}_9K+~kFx&GK7#cvtrMl7BAa)!pbZm?bZVda_~;@N)rw_?ZvP zfpPM;t%B|;VsGy7odwG`tW|l^dMAJB#>Ugc>aEavmiDt)>uP*?&Q;Va{B5(*U(zD^ z%Puo^GJ&n6{~BKQ8`Q>#z+XZ&&u;QW^jyAh9{Jb6{9^j&Y18+vxqG=1x&tcn#nb=D zlyet{Vq8o1%DvNpY_Jk*29okA{qqgrUdSi6W)EEINTTg#EC=V*lug~GMAU|SBX>1( zuCcw@dwC}aw_w}NWT-*MRCNzuQUP?BxesE6R3scl<5~E1i`QfDGrM@d#jn#@yQhei zs-w4CUru0)R|~6oPIKj)Zxd_F2fVW!yPgQu>&(4`)w}V=FL~y{yeD}$tFh51c;1no z*~z?+?lXDCF4*5B#y!CAD$?d-a@+ycdgSg%;@S9-9iiFZzL2#p#q^WeZ4K?Of#!Lx zW(PuWF^hD8-`V=ErrU0;C`Qxk$$yZmt&*%djcw1w+spj)GtwJ$7)$A}Be}~m5Pt~%s^?6!!c8!r; z4cWcZo7Szox4&M0lm0?%xI(V468TOB;gHx1nn#E#Cu96O z;@KM9n(g(m@cNOjl;zW_^-kU8vG}yr-?Q1{Mclg-bF(*dkr`HD>T|4og&x~}NUq<;0WM$gW;57;p~pYv>dEop{WKa)o!cdvie zC)wHR(&JonJZ1Leg zXX|+lFZy1ep=58zp9iycEz&oEXeA!~JM5Z5;##qz3BTH#w|5dhbM>?iYsb;8ItCoi z|BJI@?q9ZnPjm9-9%Ql`l(E{JP>2XMXpo&PGudns&wkc8`|0rzF6R7N;>8r!$W!<$ z#mo7$UB^SR&uI_Y9)i|d);@>6#URkqs<={Q87gK!pkMBC+@NP`jO{I!9-(jU8+E~^ zB_hvCvozN>XEEbf4RAgCOTL1|67PJ9FOOk!M!wMu^|3T{i<4h1C-VnG;#SdMpmsSC zkcu|RwfYfzzAuUvheE3J-AvvKp!lUxYmhv5dwR3m9-em!1h(>l;pP|(>sr>pGO#Yr zW-nT+k|8JGrq98Px5yqTFR(gf$6>N`+)R=k@H|cX`}ukee|>;S$<0|=TpvY?zAUyxw$yvWf+(^!?OAB!`(eh3@ zHfQ(e$=QolYqI&N*ifD|a*w7YmfTIkby!wad`+&gj<_@yaM7-_ zF**FNB25z-E%p0J)?KOXcDz4`PUq5L8R@^k^ON9GR~$($vnOHlIU8)`gUdyrN=Ez+ z4|6goXYYR@MJ0T#O@klBq7h=lUFONI%Oc{^3*J9bj%4{{p-jE7jXdr_pQf@@1?yM#&tEAfoDJpE;FzqdJ$=3x4U#9r(}nTkrRGCYDv)i$vl@M*;B|!G)6G4Ez3OA|zS!J~T*-8woNLJn(GJV*8k19m$?rb$iyiX>WF!cug zN|E>up0yB%uEEQudYohavuUx8{1>rvWyn=#%louTM%L5}?IL2HK#G6a@s;t5Z2A+ z?^U2)lnxVlc6-|I%QJsrk%g?ijjwFPmg<;w2uUYm^kTYiA@g*0$hW*-SZXV|Mqy4e zCH;(1H~BXh3-V1MxxMG&ekUWQKKy&)NhO$u8Czg~7)h@6`Vjgw# zZZ%7%`esMc58>;p{T%AEoDaXu*vZzKJG04Ck*o{J?7xewv&@<75aoE$8F-s>j|af= z8BwbzW=@BFGAAV;{1l8!4#7ci_!o-z@{c@~OO^SiBH|Ogd4tir(eFH1=cHirULI-m z#KC3ku!P3f!y@~yx010GFI{9UNu{GtjFBfAN5a3NIg+Wk13SE}XTIrP3csdgzlbf1 z()v6t{-fFJ&^e6M?_*0M>zmMdS1g>#d*6ZOb^a=$b)MF>CVzIgOcA*T@Yr@@)0wn* z+9$(txq)$uuz6W1w}Q#x-d%x_jYab}c}a4DW)**l9$gBSYfQ_ljBqR*-{PO|K>KRk zZGjErA(ZTP$+aMl$21M)X~n`n1+P=$kC*=fE<#Q-;qG|Af0SfqW$%*o(>rIw5E;5TvLJ(ynz?Q{4`cyPYhHVSH0w8&}p zBHqm%rX?7-5GHv}(v6Pa;LuXKqzdNKaGT3Y$MfpBSo4Q=7m;=qyZ23JV%^(5N}4A|1w-2jm^p8R*FuK z(S4@4@x1?kgl;jCW)I3r9=6M0**BSMwgzx)%{R{w<&p!f9VV=TXLUAc0Q>HwJb|T$ zYw-`CI1sYQ_msT#OZo6ExHJaWiu1qZl^X=@YJ4;`bMlnDHm}%C$Es|#7`xW+oj%@6 zmea3{`6hW&>GE23Eh5HzK#n|N$PSXpyr`)*pNdt#8tqfP+j;*$QE)GC}fUl81MlzTfbrTys3E|27Pp2h}Osj1;-{!HJRH%kJS+jW0>_ z?C9K&-@Z=A`2{u<FZQLis<|Xh>)ttw1>TYAz^#ApK zs$$lQFi${B}i#(&fLV>8U-hoi8yF3q0A(;D>4 z?wZv+?J3OJ%fDond&xe~el=gR&|D_MG{=Kpk~fm_EIeHVxrXFV2H-M0s1jtd3-lx{ z&JlU~!S@6`R`cT)VslQ4ZNY_+u9fn1ryOZcrQ;bmaWc!^pl36d{ec#rh>m-c>nUE4 z=g0qPf07w*)V7UrvzPBsvL_=>Z&t}UyBZ|_WOn%TZ=14WDFOxmb)@gv*u1vDMHyO8d6r(Q~Z&6P)%Jl@BsX_7*QTLSHy1?|YtQ z)F)pDG4_Ar!4%dz8qU3;*agEeBF6unI=#--^F%-EAl(!0)A`-&dj3q0g)EucCS#y-K*6I2!**{RFK_fCM9S<+ z??8uCi#cB3OK6$tF+t}!xmL;U)R&0E3ga~hn) zS0Cf^so9=f1do_;D9_%C|3gU}FWr~Emx>RA$*VH)8riA%;$3Fw9o(lUe^g8$r^nk zq<(_VT=T|4Ghy>T+Dzk9&GecM(d636u9k+7f36Vka@ONk=$&Ro{Q_5tdo|6KM;KI- zFW*h_?2Y_KzpF9nOtC9j0#f(zXrs2$Y8}}&c&8W+l{3z-KFR*h+aTIf3|?oZ+u>J) zCRO;=LAaNS7uWbaXXr2VS?<){$aWKadaZe1#J3LSOD5-hznpL0_WJ$*F-0= z>ajd;i}#C)YdLvU)V!mOp8PDyhx}Ey57~;oRLe2MF&9PC_b2cS2t^y75ZZOWp{Z!ku*={*JI=epC2dw zJ>c`U@b3Ztm+__p#8BPp-abvf4@vVSZhQfoPq1POo+h_L zFC1KVHA;5#u)YI{UqE7u%BWGAFq&W}j88ek575o1g+8xQ=w6 z;`c8i?^onHhpm=c69%}-8I8eH;Gb*fn@Mt~tN5I#zuXnWR9^To3s0fhP8N>+as~V? z4956fjF*)1eQGJcxLLHw+20GvG0CT??vuP=<>~VT56do%F>v4LD!G&qck$&x;&~mb z_y!}rMAsIsbZ@oN4r9NZ->S?bb3ZzHu-0k$30D7&SGf~*XxyvW@l_-4$MXk5VHt^fk!z;7I1p=(z`U{e+208N((wjz zeId%s!|Gz%H(>cn^qt0f$zWAZ-1*7slBZhdW8X1GTMLtl1>3(%r_p$qonH6RE8iY- zzj24ZmwNRYbW5{G_LJt!dh%FoN}li#NrOg|G3 zdTZ007C#xci_bRW{aO2d$p*LJ)XN+`EN1yn8HlS@OwFK zK5m>jbW63u(XJ?W`n`ll-v^I}jDHs?hLd=Kf5|w}0K*>A<}%k!m-FXVxOE5Zv%haP zi|#b<3bFcEzw z{D79(<$RAA_lfboV7-~_I0G}A(daeY*q8MWVDn^AJ|C|>r`OYDc+#jF=<*EvOeOod z5YL{~r?u&3hE0A}^4sJW_>{)`@Y=m_?+iB2dAI}M@tJwAGIlDcwuM>ts8`cxkvK5i z3bfv*>uHtKfE)1dP<^)={Uh=vhxR9AH~}m7;f+D{bG%Is(ji8?oaGf_ZNI>BhFXTdx&Oe^dOjW6 zLcT0HdmHs%t)}8ueG;v4jgvb}^~JbiWAe#_)hHc=RF!sw9Eby{Zj!wW)kL1B@Vphtdm1UH z*OOuGYVmA|@lIrwb0K)O-?^?k15!`(kYnKXtC;vBWVRdYUOfFn{Cdj&AF;|1I$gw9 ze&n~W;?xAu_Y!uQ&mPaQR8FWJBhr6n9sZu*Z8y^l)@TX$u~?V$uq#-ih}h6Viyvup zKlFdXoO{^iD4ugX#5S>Pu9;sY<4&^VTh=%@PGi$lbV%mm$yT;0Jmg1X2H*Xm{v!N` zi(xr=mrRlUyiOMEX1r`~(kAa$PDYNW?MT*pjTfalT3sCO3hAezSKXXl;PD?%NZz59 zBEus1f2YTD{%%i}!K7G1{`md~EG>>b$x1v+>%&QZocWr-^<7%#M0GM8WsltXFd2Y5 z@3H*ZuC-HD?_=xEOnP_Z@l>*_H9Rp!}Yuq zV;;qa>TKK&M^afN`6=tsd9nW0u%iP8?S@`X+27{XQBX*Qgj6q0cB9UsR(3w;PWWOL z&#B1GDx6iOZ z5f<%k6&j2+$rD-%f{W-f(9GTay|)(0G=C?q?VRt(epAa%&Caf8%@^Wmh>8Jt_Qq72xAtD z2K(SxSy((~wR~FN4ST9#L$CPf5I9YRV=_%8lhHm_%j~qN2H#^K`2gH!h#kqUP>DZ%Wv0cV zUoR4EwjL(m-wSLz$I7>Zw9Q%d5#Exs%cEF%gfS|!@>G1UhkduXip*)XB_c{w-kr1U zFZt|YV`O#O?489do1Jx4`STWI^uVX9NtTmR*TK0d+;WPjiP7#b-gRW#%mT~w$tj;y zr~i)K>tT0e(x1w|SHWs9-+F`m?aftAuZ0k3L$*zPb2Z#2@xmga+gv!b()S;n*+sjd zR=97C))q2#v{+*P1>(jZ@T_WWI+}(PM49BDs;pgm2psO!uk1dUlneP_+56|icev3SvB?)C`;L`*W77^1q?mYAjm=8&@ti@p7_+{C+0|H^v)(V0 zYKCaoh|Mi zvOXSBKjlz`%RfB%BthZ`l=cz>BI-y5qIzPTljQW1W& z(0n=LS4k{w0{2hFyWEAZVb(#U=x&aWalJSO|H@vMm^*n*{v%!T!z6on11Q~Z#`Qcq zcieM=^kj(T32y=+Clr?p};E%4cNz z78A=G_cn9B#>S~JF+x;Z&!)|-B~$R}9#VcN@)X0UnONR~2UKC%cQLjq)E654Y1dEh zLF7u9j26f5!<&w-4e~_(R2-OQ6{u$ANT!tcpjw-q&hc5QQ)eYv1sB4oEq+AqR|-+BJ#U|3l(D$7k@Wp&*3g{QTs`)& zrhIHoN{*0I3qG7Dpy#pPU^W@V6H?>lYhxFK?~BHK9vd3s&^EJn5<{DcH|zL%8w{9k zo{4-VnO2U%f+4(thAMH{p<5&^3IdtBl%6L!=(ap8yGy#7RTxFhV>=cXiCs2 zwP4E8;xRogDMW^LJnc|Xp{b}*9g)c05t{YT>ywftA??h4Ja__WV+i%ZvpdL}+LMiV zP$&IT^DDIrbLPFJ&#v?TKD==_9FyO15zO*Tx3y6Ybk#AQ9S+cDBW5(?mnB570c^d2 zT~5ZH3aoixVV$0#&C_ttbK@0!Fi*^r;qNi6zI3HA7p}YcTva?coIcqpkO~V^*elON zwv+99eiH#VvY$F(edFpszgr!R)qTOxgOP7QXA@g|-Q!|N+)a|agQ?!9Y`^Aam0BXoI) zZzbX35Nj%`WH-Q%w0Xh5LtTdr=Sfq1Cz$KA_1MtIJoyGc6RVQ(coya#L-u5BDgueI zaBVCKCc|y+$WP!U`R=B#5I_&z|dZgA^ImS?^DGgO+8 zC3Qh}W7GBCU1El7Suj`n{n%rFmVb;_9L5&e7v50>cnVLFFKQki{L}Bgg-BSLU%o)E zWH7ssU;JN%m>*$(6h5a)%e#=A4VC9bsXXOw!ipo!dZqqH`MFO_yAdXJ*e9nvn_yva zGww8IYPj6ZU;l?K)yW}{o!wa=t!6rwsXfk9cdqS$fmN9DT1B^HKagdrLMx~O- zy&`#iOrKidaYKGri)^R*-LJsWO>jwFkE8k75&WZz$T5$^|HJ8UtieIVb2-0QY{nCKb~_`khRLlw<5EbT&TDwFAQvouO zaVLF#)~^vPzt%QS&ys<7B<9}8nzyiCH8EwCnV*AR_Q)pJR1JK6Mf=`X<5zI118Fz& zgXA8%9`f7p_8r&EtE|9BkmwVBv6DXIVLcPR8_E8X@%!UYW7enyh5yTgp1nrNMYh&B zFOqqp>MpHU)Yo-0Uj=-I-fZOCpN+51?*dc zlT-Lb&H!G*%KgQjc~H#m(a9prp)@^G9Jzt#1k3x`_d|VNgLm#v9)*M7=y@4CKg91E znfEGEd?_wY6#u855lb!f3L6QMdW;n2k#PZX81jx4B5|>eR;R(@r$UF3PUHc zZ_YOEXWl;i<^uMwi^JhV6=>$kUaFDR;c=_5xGHA;W44=dW;PD)McSNLT42qX%1hse z)W3eta0Pj*aclFcOZf8nIQ_Ob{)5#mr;pDO=}w{7Xq-+>+9$nVksWul;%g-ON57HK z??l@6*0)J`S`LSj$MrebwlnIBv^|=fISG5a-&qH~GxjCkP3D8=SuPn?YOz_YH@v-zsvmU$aql(%b~IoS6Sp9QX{=`uOxw>)VB-{twC%Ss@iEXKVK+e1@{d zS)_Q|%+qkME0j_(_a-C0AU@@!O_##eL}$#tj{Wa|c|0mR8_yL7vzK`wZ#a}+)Pmv# zBK{5*O2vmQUNta7C9`hA)Oq-k>{t)-nN95WGfQ6vfw3%*Q{OWnezF$H$DC}zwS0D+ z{tuIXu=kUjI#0v)CGjM>oCBHK{vSuTo1mI(@MA=ZgUnH%7LSl~BDAvWFstMZ_}Bt= zPeDBEeNOc>!HLQ6`jGDBe43{dsan*DpA3g+PBm6!t?76;5wp)TUQaP(nDMX0f(v2L z0i#~Ws2@d&d-&jCt^<;(xEa*@uv|<2mYpcyk~a6TZiQkCE6e$0Esv3m7mK;*x#dLgmfCLTLCeJ?ynkg0f zk_CSTopxbjp0_@yRcRPq3F)_dc0LRTxXwzQsblGJ8qBu%H2Hdu;;*Oj_g1{GhZUQYvhjJM0PyIYIHc?dQGGpiS@~~a0rZ2^?gvmikoTL2LqB@eLB3p$Hfg0 z`Vv!0;znvu-)*eQ5S$MEtJta1TJ71>jn|d0#Gqsx3?}&Xx`FqZL9wxT6_dCz59uYAQqrr=Kbp_sC z?$tEfoP^s$Fl#({KV!>0?QN#*k@P;!ICJ>pQpn#(@~d#?F}=3IqOB2YKxPg(_cBZB zn!RcTP1Wm>Fgk>0ulsa`+0VtT+u7|57Wz}~SFDd$VbRTct~W}qMyu-cxMXV&+(Lb=B`Z3{AGk)L+b9l+NZ~1;=X&>-@!7e<=Iqp62!JolL-=(J(d2+mLk@ zY<5ECH{LZ5cfSQp^$V#e!enoMcaMTmOz-9YjkVpVFc*Jtz6M*768uaPb1 zh_Y*-3!9#=&qI76*?gWeUNVs^5y!ik_g5Do+e^yKO=U+gfB_(e>LvUV*3}gJ{*#zu{Gy)*Rgj$k$WS= zzrx$y-fc$C)Gl8wcHC=?nr4J#d1+{@XxfR)MYaD|yT(vB+6X_Hv7|NdNPd;vdcRrO z2Eu<9-LKT@7L2~yI^7-5#-zNyZ#o_qnRJhwTR zbXnVS%IQY>7R8ql{382yDj7e|jK|aUBUZ|_Zt}mBp~YoBIYy7R-gz3^k{jqd^L&h< zzk0ugu@BL6g&BUJ;Rvtm7_}4q&Y;y1{yNM1>$5?9}fB2LP z$BG^~0kV;oz5$2i)SidY6L30bQTE`+6=tkJlkA+%l~Wg3HWjZbuwij{&BKCo`0i%W ztPft~#Aj+s{l_1ZyL-EzM99hHT5e?;NBYP4R@Q`^GT)?SJ6u>sli_TcY-lZb>5n{c zU%r{#_0@6ja1ws0?M6}^F0Q3sQL>u0z_;v)uZX!VMdCi;f z%U-MO=h~{@fxP}&?JkDKO!C#zF3~1=V_L!CS~l!1HeQFHZCL3qGT#o%muR2r4$opx z1MJ9Nk!!uG>yxvL{HgH|7W?~Zb2FCo#-ltle~A{SLGO3SUdiI$>etmfQ_S!OTj%O< z4^N&1uWk@Z-TFOzVipYYWO<6Y_Go`t;XB-R$d6~SVrCnmb!y=J0Euy06ro*C?mo{8 z^Gs?Owx-hdWi-v*<%?jQ3TD08Z8kl&ib@NNdYsXcA1bx3UL$oqa?ip36ZC9`TdCIE z4|C2S%SW!(UT3?@eYOuNkH_gQnD|fut1D3CS}g9|nI$xyQ=N8>!7o`8eXSht*&V-JpO7McEY9oC;5hhbJ$xiKtx1aE(m z{a?n?L;3#@n&!#I*9C^x6vK+JYEK%sBttRY^ouxlm^)IZhHI4c_EmOPY4<7ijRWQ#n za`L|o8TZojaJ{}JL3TiXN!pdHlsYVzvt4#(o{rnuEBvA;@IO}U2D@p-Y3ZFZ5Xsut%l>_hzCX5Xnu$Fn?L zNY14>Y*iP^i&*tH*B3cmcP_>z6H^@$)xyQu^mx;&s%*ZLm3v@DCG#g|P2WaKzaTy6p1oPRA1odsk)g*E1S zXCE_tO1{)CuIq|36~pqtcPQZ=Z`A=#}d?7L<1LND)=@D$w zmG4|cmc!V7i+>%pO1;F-wEtJjobcS64sJeTsnMznbp>sI4c zDqg>7_PK1e#GH+^DCHY>FC!w~H{}^VU+heHWh{Pp<4tw`{k3@chcR;6Bj2;n zhTT(GxD$W#9RFEz%)$JQo*F!kp90(^oXhiMu>=XpO(wZ?K63r&_6tSeKt5 z^+0~p1HyHz>Hlii!*$M&WKRq&>KdUt>{4;!A*>ru+HzVXzsYQKjrIRNeDXAMC)>ng zBj!AOo=v`M4Qx)ERBOtq^&6}|kHUEcnNqiMEe7RWX!b(>CPEL<=V`i^CChdiJ%PXV zj9gr_zFC_gMp#Vh+(p`rpR@St4%W|!mZ2nhiUvor<}guZjxpX~iHg?JyR|zJSMp5s z5WKjJtyYu18(XB-QC~Ve&Z5VXr;0d#7Cnkts}J@6e(cl4D7#2p8Y;J%Wq(YnO^VM8 zS7B$nrrFQR@ByAIPe#K z$Z;N>_JinU*k1z5)8N&_dYIib$&7d_R_#ZYD)jvpM;;c7|2Aiy;I)OqH?FOdar7$K zry|Ka=K5LO%RZm43)e9J@{X%Sz0vT>eZ!Yo^EY}QDq41Aqwirj-aBnEjr+H4wgst>%*V1%B}c3sq*D zpMCN)4XzQtzv5fT=T*62pJaYY1@OaIeiNRR^Z&^rTk48E!tTZBm@JFU#qoTvy%~b_ z3(Ps4*R7yQo^chymgD)=RsK4FJWHTimfR=MY@>OT$tu-K$I_t;-M`mw1V$VJ-`0Hf z0*rWHd`MQv64=31P1GSh?fY3lF0Nt=A;(;(ZF9Qkgx zTWsCUI<<`TEE&ElTy4+7s^&haZUsA%T@EtBgM22{F?!HxnYi~R%%1Yubw;Zxu4gU$ zj7-~UHrw2rNSJRvSK{7Y`c4zu_Ga1SfPYT3YzeQ9ev;GfU^c!R7q8c&JhYoyJKh&X zPB&W-I&JswTjS&@P$PE!7$(^R_Y;dPBSB78?PGme1daM4Q}U>c#oM>};NJS>N%O0` z=tNd*3dv4JIb2-qLH2xe*kP{DM$K->&SKOiEYCUW(q^dxk@sDt;TQb9!A%7~AC!g|AR=8B_ zr%3UoSvrc7pBS+|-&-MWBh+^wq`8a64o_YbP)9Or0)gMWvq6kj9Xg- z$`k!mBWkGsQ}lWb!d*$W1?C^Ydjk7a!K>yxj<`9Hw7E`x#kY;M^sH(A z@;p0tUe4j8+eDEHykG&}N=*6*2kwX7fBK)tHW%Udw+$C` zbnk4Hy;RTCP&|wm{zBtE{A7RQmw`Y(uTpXFIin^s%)LD0Xf1QrH_xjsVduLbafPUm z-RUp7s`!|6HOcj+Xt7O;Wbq$l>}|YlD2dDSixrTc0J)si?L@llygkRdo@X5MVbaw& zeeiA?RPsbKJBM>W^;Y;@4~JV=Y$q#?0(cBlE@hg)iyro!-k5NboBCrEoZY)&=zS+wdWzT{5N)vh;Yu-rS4 zm`jtJ#HVf07)QsIBGBBG%fNBw2e{L`njoab(bez)A29W z;K9dOn5_N1aAuKckV-m#i?R0^u^b)O;Kp+- znQNH+Ntbh4JL&p7c4RkuQ}dq6-fekScCu!d{7Ja50rO|W_5u25ztJG^<}X~k-~5Mp zcLX$c@!Phf{uf)$F#gpft_aaF82zxQS)FGcY_#q;H;ippuy-=P=h^onCFP5Lk7EgNjSuK;NIvH(u>(K);i~N+aK3xUbsYZC5 zv{PxEv*g+Jk{D8+hYlvqVR(@0Sbb=IO5y6~2djRC#N{vl4C3$BGerb7m@3L%=Ev!o9N1Oyt^&z^Wce7FQ9jTagM{Bci^>+6qAj5 z7|y*zvt}4s6hbF>XQ=gHae;rO>GUwh6d_9&W9=m-48Vo~;#ni|Cu2rUeBOv#x$~cW z<>#|+SyD}+M{*@)pHEiST|8no^snTHm90e27&TXdE%?=9tslXtOX&ZlUXRjZKiK8u z>JswY$iKU@|6_V?;Z^5C>Kyi-N|JoD8_gQSX|jnlb6hKZQHTILNL-(^Kk?JSUM0Wb z)ml9OjsJLBE0+G5>@`KaFG=wbpZ}WF|Cp(czQ^#MS73K3ul)lHexN~i%Ae$Q@_syK zq$NhZmK9&pJ3F;cFQD@{eKte;1z7x3u=qo`{3#iqw<=sr=VSvQwP&EbQ-sVHI|0Li+vKIJ@FM;|-@nv6c0q3-+b*`aY1`28*67 z`ysa9iEFuA-Pj726A~L>*Nhz3nmbiy#~F96nWsX(2F`URT_Z9*V%2HO7dr6Zoap_S zk5w~ANq*LYZC=u&KDl=BzA{?ZH&X@LWWRIjEbWi;1GFt6Mx`q2rA8W|{r<+N$LF$p zu`NySGIlM@=xyXDTy3|~=MiJif%@+d8)232fEE83t&^C&H=MG+Jz4i&rRA?;>nfve zwHj@;a+T$8E6I8(wxkZs@%S(qlO8Bo^wwFfb@KLey(pa*3@N}GkN6#R|6~9DHTGm zH{&xrvdW%cEEL9&ixuBokB4F}_95WLL>~_j@t7KSpj62Xl7iAX0sU zO&fgvvsat6NL7UoM3Q4@+=X?bSwA-a3E$2&<~q`L@ppfC?#sXPEkD<5D_P(~?@Z-G zi!os#J8yz(vJ!rS&*Rv3h;gTA)er*H;gR$8vq?FQo$vA2ENHFw`Hi^rCAL&%&!hEg zO2c-1@l$im6QdgPh+P==HB0ux$a}QB1bWZ1@I;>2h3q@MKH9juSu&ZJFJhTXvFcG0 zK8Q7`x|IwysRi>t+Wn*5ZdVX>V01RQRzvP1GdD5ofq47{n)g<7!xE;Bs?!x{SJN_#cAPhf%6O8dVZ%T367DT&_{YpEo#dsZ{mOS3SnfWlU>WbOPAySei^Wid{4$1Mh zg8s=8y2a@K(j$A!e}mF)bABN5{$r-#o{DYN=<$G8i`jlA6q>Q{Orsyi0|uITG@Ioq zXMa&KSz#aa|G&8TG%gz9J?G$94HC7+ z^{ft?uxSUpFMwrtoXC~O#Ue*XG2%gtc-N}X%DVJCEXR=IHI~e2m*m_0ja{$MC#Q0b zVZXP`eL2muwom5E*|)YHEBZj?9sc$cOa9`T>0=mGGS)F9`iV}f;oTg&lMieNugHDy zPer-e*w+_(a_?-0(YLXAPkzz`Htk_Giu6Cym?iTFYmqe}b z{bc%m2a7+&?Bs6voD_Tev>`h*aUDC1#TiW_V1y^>oqM0j z7W_+{Cbl8Zk{v9RNbi6*(nwNR*B{>Xt5q%kJBu>@siDPCM({7 zjmf?Cr`c{0IZuY`WGleyJ=X2?qvz({G?P{8g!IM;E%^v2v z&DjVWo3KmnK=fjlJm<>J-K&k!lNU|Kie+THnEmggQE>>LS@6nlw5{O%gZb7W^vZqI z4p?xnIGBi$9EJZHzo)-yllnG@Z4-M_6?dXlWvY?#jVpKiZzA=NFnUKke48cbkRVw& zerDadKHtHjSBMMstt-VbW{%MZL%BF_NcNVF7`IK|@qW5s%_3{-gQPwKuUGSdBYb)X zuI2g0bWwGtai>7;X3;&K-Wsyw{cbH%+^p}zm@$QKY{!aI;gX6`SBQU)(k1z0-yp%c zygAt_7t*OIh9tuFbG5&nPT5Ob4dST;l?v{Q*z!c)QdN{sjkcArdX>h>h~JfOen89A zamktU$KdpyQT8|TeJs!va@lh+7&@uIGnWn>d3f$*H{< z_vZ6}*3cermQAF3j;;InJk^B9kS4oNQzbIB%1^-YRLVVuhZKQ*4f0(hqGSizTrr^~ zjOJn38UE!S@JM|JvGpV}%prGwRy++8CzGx>i9R$#D!cuFuNSlb-t68*#F^|GZMo~F zW6AR~3vOfkDWb;B$(2^j~Au-!GUD#L)%-$x19TVL(eDie^(*?l_U35%+GoBX}Dg3ZlihMPvmTZ>C@oS zSf7=m&2%kmV)$92;xx0DAmw^o7{o$5{JYraP05&?aBtJ53^q=K=l<4=yXl#{^M})A zrg?5NT03LihS%p|OZJ54)WMT5pYGe?DPFbk**qiOB(_`tfpNIi48OB~E}rr}9e+3a zhitJL`sHYS1ly+G$~IRXAGo&sLL6D3brq3ep`T=$Ig8vyc=v&HOOEeVeEBqS;7}u7 zhjC>{b_g4^qFwwiHPD}iUvu_4%%`>WZXs&CfH7~7B|ChMz_N|JVYj&-WzX_3`2fZP zX;t2M*YJ^i<9i)Pzk^s)^PGq~8~lEZe!qw}GqCI(@63jBe<-GY#0xBZv=yWtw6C{D zrOM+57(BqzujAM%R~ToJdZ~!g(eEF`u?og7%`0k?XC57fvB6{Pm#dK{_)%}Yax&&a z(ex~uj}~HDH+@&*)1`W4@4#m3RWe7vBwppo zVq>zN&PLf)-HO*F%j#C_PtKo5&6<5WsRG&@BTg*LdM4lf(R}9_A=iSbNwCJakI?c; z{HVcel2xlEZqGDoV{_&F`WAXlgM3FJJR%N}N#YfhP zHP6tokv=B+U7)OJU`imUE{GPD`z`1 z^n_oovz{gOYS?{+;eFV4HfEQ_t=BMMrMa?~rWBsPZlry!4%2CzE3}q0{*_*PFmf*0 z_J+}0esUK4QYf?$YpUp7QU6K$mUhjYT-SZYwyb7TVTPpAj!^E>_w@_RdbUd596 z2AYi21K?2%W~odNn)ydd*A^f*teX4%t+|f?gF`N8Vo!mS8bsnk5lPo8uPd3`m zK7SHsxp(n6KD2>P6%i(UzY@n!HftT4En%hQ5cr6-H&g{ zGMQ?HdBWQYGati}|3sTVc;_t9Z5zush1PL&=#SCMSuk1HcVb~`%)dg@Q6hA{d#-}z zPIhiZs%c{1A1s|*ws)9qIzH7A4flcI>-^?(niOHn?9tA;+f9ol@anA9OL{gm<^eph zzc`hA()rGqswZdjg-=`|Tnm-#9ZF`W>`(rP2c@o3ALtB&hsi`!bPl|=c z>?DqqgZJZDn`flg(C%w7?H5>m>{aqTT<%)rI;?-lS~DLyb>MvgxqCzI42=2I=f{$y zDBOx*S`G2*3ayh5K6{4G_wP*@e6Gb^BgSjL#MK>SK8&Jnc@0`QqqBII@teslKxkBT|{61b%MuetCWG^j@-Z zB?EnOQ~fDsz0PXyVsB0vKFVY6#IMgV`DGS(1=4?!dMSA}@ZORlz>ijqUgA_AzHu8# zKf>~@{QF~LY{!Z`pU&R9$FL;qY{dFSd|pii`k!|$FlQ>hmk@JO19B=nmcb+ZO-!7@ zvKL|b81ZKvw2#K0O5#dgy}O(B1ls)x$4c}%hF{)B>iM)C3ZL&;e=&Ph;Q!hGu+8k( z8MloqyU%eoC*M-%XK(tfqr)kz)`+Ah@r6a^JcFE9i|fgcHn0#$Qu`u1e$Mc7tZ~0) z%W-D90-_iBmwIf+lPx>khwA+YJ8lz8v#W11`|rleQ9ST(+SY~afzZrun}1kfCB{v_ z;3w#vGp=vy*$*dg#oM7UJA;PF%hMJ|Q>A($EK;Yeq8ON}nl;Tl->ZW#`Z-ZE8L5|; z^KbUanUcq?dP~Lh&1{+b`p3erBpvRAe+hPf!Mm$5GamCjIR;x7R#}OvVs2gURHVfO zNPTGZ2YKCcqvlTBE7%cxzH7XPShs;Oa<;J-FTRXDhMBJw7L3v79A43uhRrek5Z+%5 z+N->?fjm>JE!WcJRtPnN$qzIpQXVUf?j zqsiN_%9)DyXnH=Wmg2x!&kZDqbI`BN2Wo?ZQf=UcWnH)JB7Ld>X17x-e^SX9*#MIMDT&T=GGgu?{ z6mm`Vk@@c@&qc8L+bqdGax-LF;Y})8Rfp9)J$JHO?iRht%2o0GF_urIm#v~{R;wqh zuX%Eq>P|1g{$y)U&R$$dj|S%6ADeT2X8?~qf_)At$g>xHe`A4<^eSO}`=6#INeLjk9pxn^5lNN2t4^fbn47X4~q%I*yw9mP4azbUs^U2jgr%K9p8D~ zEYBPHew?Xi_7}T@;@$N~|*0UF6NK-QE0h zxt>$tumiW==Dj%^`3OlHnmZMf?t#fYY~3B>yOLmm*42If8`M&@CwpYGgSNV#x3oVS zkG_Wfn{<2~LI<(jO=iD?b&>(LBiycn=vb_5MBnzJ(jIXx6^>TsPqoKQH$DwsRU z?_zW}GN&fluPmBt{p0-0{@PmF<-}lR8YK_Icz(5$cZ@UE5k7r{jZTE=JWRZpEWP;Z zeFe|@!mNYD<#o`^-rXCme7VPRJ=?B>U!M79-$8jJHiBM!q6;S75BZ0%{V%hXv3{&& z(TXs8jn&@g-T#_phW_``FMA3m z!Hq%I`??rB1>48?ce$CmL8%8WHZ^7wW7fmxi)ou@DNoYyRQyb(u~NAA7(8>A zkn7ljy?T-}&(=R?n;Nuy8~d}f_g5>_WOJkn*aEW*=OsIh_!c{N6N7U4;cHmDjW6B2 z_cjkncKws-v;pR`^h|#FJP&z`c10lGn4EbgPz@6gBGpH(22y3Xh4}G~sQorh&h+mQ zpARCzdm>VFO09swuI{?C@x8Pw!ftPoe{a0H0GB%OgR6MKM4-n)}oej+vx zH{)6OpA%fk^SPW9+4b=qjC*6vIG(i!3TJ44cR`Da-f726sz7{{+0NzJISu;}bdIq8 z)rG`nW2Car4w77fJ>9L!xhs{YT}ws2$=NAGH!AlHVd(%07h7 z>zLOScT%ORCheQ!UUHl6Pl9-8E9>?EtHv}VK1hl)=}^Sy>qWopKHNyQhajJNRo7t9 z6f^8%gMYkE{fV6znQzLebbWz&v!*V?yqUP$m&fFqs)aS>8cc47ZnXE0g&a%blU zV&8e8=+vg(DW+D!rJ1Z(OKf?`=pFUl<@0gIY;9$Hh*V2Sn3L{rvRO{hPsOYW zEOId&p1`E1NPCWVUtpiEBIu8J{W&@IhwngfV>K=$)78}?$LFNVQ@2!I{}6{q!0;|i z>xfPF;qfSAl%;t?9+VUCztiIqeS5J%_G{E6e|cO!Q6&1n-$g~2e3vV29Xwg&ErpwF zSge{gI%goWOSXd9Thg&2f5_g?e`tL+nN#KCI`7ZKpXo5lX|~^oHwG5VL^ZeZ7|67am$u}P-!@*a@maT9;RJ>?lt}5)9Z|q~qut57B zShp9gjuo#`k2mKmhLJmW2|Ho^I6gKMACn&}Rkg3S3cL)5k_r}WMtdqLJYhk;9E)B$?k9g5TSlh~s$3f&H@>Ir&Z}|5dxFpZ>Qhd5Z zoVkQI^fd1kSXWg9+D`IGuw2H=hGWD+cx*C9N$o#?Syyps8D>ntrg@^)O{Cah4g8i= zL-=BQ7EC04+t0^F_>=6(#hg5(J;l#CB3Mpk{=pvEbJ|!88X|t?>CXQn=}y3Ps=hyf zXQ)IJB}B^5sFERssHDMAq|z+SM3IakKT~8#(SQ&tX;4aoN=k|bib5i#K_OCPXnOvi z@BKgbx%a;Bd(Pf_t?&A-waW{Q5 zLfTa#Ty{8L&mNz`eFPllv*Z$(ZGzBL@@41FnKT$7a@2)x8QL`|qdId23x592je_<2)jCVy-4 zP<=%5`pzf^wT|qPN&~xS-BRpYO3JJF+Wn$%J8^!IzE0JmA^eh0@P7O|mOr%e*&fW> z4_o_cmm1`K;M<4%*El!%TH8aZC0?&`)*^C_gJgFyEFjCX#z?)!gJ5_$?5tYulpo+E8`RsO2?%(^ccKTm;|!(p*eQ|I|#F(EamvQj1$O!L&b zDh(dQ;oJo)C#sBM)jU1zjs1rh;dAIT7DF#{?tglnpxt&pTv`8vVKke5@A|wHAFc!E z+eml-ZsnWF=i0sKjLhd*aegcGpCR-2Jop|uQW8WI*UUo}H*kn`t1XkJSoJw8I*e@Ax+hNtAep4}Qmeviiy0E@4p2fyA*Q+&+HR69UOcdoxDPVEfd? zn(0W6>m<_+mygAjyk_oasOH{|U1NE|mHLryER*2RTxsS)y zA+#IE2fsC94Y=N?Wiw~jfni@9Sc8M_I~sqgW`6vJeN#;~E798XhFG>cTh%W3hBO0m z&(ZK}Sk8lRIQJ7RH|S}YNRjnom-yB&5<~xHg(Aj(6YHKO>(Q`lOp;vP6(hyvKFd{L z-vWy*f>xf0XBT=W5pFSkZ}z^A_pih2LOrj5&=>4IQS3_wmU3c2>a`u?{HqGCSg+@W z_4sWAbHS6Oc}Ao?3WlSxBb9VNz=&kC*oPH=(s~6;-2soRSUHXE$vpitmJN4S*3}Kg z>5aTHRYAvMXeuXf_t{naDAk^iBh_2v+sUhsp!Fw4Onrdt#`=J^=V+CTGg)>0lHOkQ z?qj^{fwTX=Z*2x^}e6~e1YT4%pqe{;!xSdl8Qd8XG*j~(!#E=;GgOan9LcWnEo5pp*p8GTZjwX4f@LxXt*ZGCD-YI@m6N{JYxjr^-#I@H&k693To404zz_lV`aWV5` zveoBxjd{ZXVrmUD;nFE0z3Q<8~5;!RD~+ZBDHWU zIaL1@dv@t3`#TPWQmVg=B*U88;cni)ryJYo_jdsRFA-^Lp5sXKgJpZx8KL%jZkp zk`*(h>6>+O^?2=zTIcTIPw+1e?ZWIp|GmiKTxeYrco1*3>^_&+gOzTwCOcSy4ad z;nOr6d&L>0AhC@V-Y3_;qSoJjlF#CIW0k;=ove^5aSie5Fghfwb_p|2dz?tkpxpO< zlw?Tg}LoRn54u{g`c(6n)c^z`)Ma!maTGiZ_=+V{Kd&R!ptlYxUyGc2T4Q64&30U3; zTDQREB0Ze~rvrJ~0nYjyCeuZPyD{=FFG{kLSodAJT}hYwU0)<3J;=A7_Gv|*rWSewqnrViD@2xVbnj`# zc%H8{H-j96kL|^X!?d2@I^qDVy4o0-v+L3BYO+-^-@MEcN9b`ngfqVXSy5J){C`2BFuRrT|7T429tUpG+rLKXg$M0u@*`PKVE-~+olSx-*=m2hPkoRw zdQOxdPl_4XeYrF1@tZPyIoTz<86&xj*6^z<_;xD5wITOt5uiL@&DHNEFsr3~o=;EL zwyQBlk+2U-BtzyUj+|obWHD{YPfCgS@ss3GNbRA_F7JxNe-z+VU%VLtt7LdiR;lig zz09mphTbDwA@`%rSF}m)ta0MSW8O6tySmfp1-5I)CHkGLpFY~&<(whx^f4CaDbY)8yce!BM5gI@RhV@~=<7$`bF?E< zaOb&#tHE)&b)s47Mx3ZC9_~kzv&4W&uKAi7B{e0U(o<>CD^FI78LhvlQVOE8$XElK zsZ{edHl?2WUT2l##s9*)HzbEU^GN4j?wr)ayPtHsjBq9tQpGB32CsF-K$<77aqgb3 zaCY*(UP-6@#Nk|9J%yc(ug)ql5wtNYIQSe5^_V})d?+Q!1)V|8be&w<#pSW{N3ay(%hq*GCKIZij% ze=34B_Stgt!^xt=K_qTUx5G%1d$!LNU~-7w&UUl`pScs3jqs))nFhf*d0TFST5xdtl~2r2kCsjd9{65u};%vLkNL2hF{Dob)5Lc+BiOi8qX5sRNBUiKSYQAuA>t zm{In_-eh}9W|d?aXoUA!=l3_gN18j5)jNAlviCG~wqL-f55@WH%$^|L4uj-T#{C=O z^9my37h>|wn7j_tPUg|y!8v#Cf90hQW5#MSz0MDM@XD7UlY#)MaC{ioL(Mf^Y5^-KEv?7Hwk@#RK6EQQz^5a^2!=O;-^{VTNsowXC_DcOMZuvWD31T z(e)wM%`da}39cr7p;2~8yu&+}nIE&a_fM8guF=$Vd_?3+)s4@w=V;PbW2Le_t3>mx z5q*l5=tHU(VLB4i zQo&>#-(D)->=xVdt>sG5W)(TJ2mc3GU03?)f_v*=k?eI3h)RY1Pqw1V_;K2siSyu-|*fx8P zi(+gGGtERj9>#Lh#oSf!TnDA17*&BkH{umpO|}{flTob(loZpVqy$rH4O77Lw`yna=El2HrsoI!Lw zf?gl6$@fOgZq|Rq_tSXp)o{vskp0+Zl}K`{=#$l?lW_747HTV^rD}Zc))pqiExh&# zGfVQOA8xGsc}DJR*L9>lzdIcQ6$<9IjwJ7e7mqmiOy`^l{ijHA8NWyl$ZbFA(g_8C23u3D}zVLFOc1eZ^LLft+F~lD-K8E z#WWgpGg={dp8|=kP`gwAOC3+n)3xH(EzU_bv*b1Ij8FGL>t@Hc__T(Z`+UB9vzGs` zNmg)Qpr3;val01FjPN49)#BSVF=!9lPGZl?>H9c7w-FuM7Vv5|-QIzIZCG4`Q449j zjdoX%s5-8$!?R1ABQ?(aDBL3}LYtiDETqxEBO-O0~O@!=NE|3Isg^t;{J z%l$NA@mW0VD>k@XqlaaV#2@t@iCn3ja!FnTb@pPeV(;?KjHry zBurM%2lbswOf4|rJ^dEZ|21S!1(fWEzMm|~!mGu$LrItN=vW70XS(3)2DF(s>Wf5x)Zyh+W2 z-k4GY%cuJMUB36HK2mji0DQN>bQ6s$&}gQ=^&Lq@fJ>cIQ=ctaE4A!vKBW+R?V#RJ}f5bp$aLJyDv||&LcxTR_hLt=ixG$9ZTq=ib$C2!er?E z#ka36VoXP4Ec7$n6+;b}=3B*yJmy}r%Xg%F75=qd3Do8Xd19B`(b*ZB$~U{=+LN}q z;@M5U%OHHEGma)f4;3pZ%_hL#%y+3C5&)t-t^qL$N_tLAO)`yCC^9#83j6Uw5QC4u?2I*9` z-h%1BVAeJg&7o21HDAIKC&Bo4zm3>AxfG8!Zf*G0BK<75*E9>)f^83DU+t4&`W^0l zD_)X4S-okp6uL{{k~KW}rn;I%PleFCP)n8bk3_WwIFwzEkMi}f_y@B?zGW8YyQ^4W zk+Ci&)fwXHZpfTvW=&MR-e`l#p1nCUNm$odS!4Dabe3Y_6!S?Vh_w>Ocj)C?trm+D ze|h(Wh*ty7lf6pavYX8@CtyzUV&4g`<4G`+e_sZ{)Xl!b`5ld%dc|2~a2*Y^cOvU; zPuFg)GlrT!FT(q7&P>&YQ84c%4sW34`Lw@EucLidjQ;&`^&Ihf2`OKv_bnJUlm_p( z9@;HpobO$2I+TUQb$-vL!wV2U7!$hVU}wEnfKf8+=AKvfBjk=^RT3OXzr8pyl{G(i zekZ8EQlMo!aeOEq90uED6sSu2jV!kvdi%rdE|S*fqp5t6yExbK;gebF4t5S#f1-O2 zTuNPymwfUdPyCvNieN~p+vn-fIdHoHZnd?YOa6W0dhXX$rhi?i^)coRTBfS)KBHWN zSA}UZh?R>$JJm%l6-#~=;hx3GH~n8+V4Y1qd(2q3)A-ph5IQE3= zsZ{>V&ciOO`VL!E5y4+){p41ePoH>sMI2c}rc}NSN#jW{=mnS5M@|0SqiFs-gv*)p zcKi7p!^(=y`;p@acn%YmE`z|5h z&sdW+yj@6~)X)9^_?!wL|})o`-i z59Mpq$&=L=$uoJJaT^(7AN)3xHdUbx!o-?lKz%=DdBtj10HckSdkHnjJkMFbixs`e zk+q1AvDRbcsDbD2d6l}**>!rbkxS6wC5&8RUdjHTx{hwdjN|xb>N%8R>-SwXCfmZF zJ}Y8QyO%$YWw}*snJeON;QBJg=YIQaxcnw6JR-&?!`TM?T>!T!1-#Cld2RB~?gn+(D)I^4X4;7oT>(`d->)O=}~leZz(qvR7u( zuEzRAM5$RY|E3aGGGs0>_D*cP0D~^#H@WJ5L+`mi^nlT~=_}vGdy{XIJ|?oud+=8_f!#N(x>4Nv$k;WorVu<%p~YeJy`D|~HbXrp z%GASyiO_wCjtfQb)H!*E*7w1+y9xjDw5`0o?2872a1HbgI0!z9HH-I%I!|S z7ue!o(rna6PklZ__O7CLP|05LJ!E+hUi%xpDS6H)=zjm$CG=QKo5L0_^Ncg~_cN)l;#5++ zRm5xJSZ`7sVIEFC&BmBMk}t2OalT7D#_ET#RG!3?C+jH3FLeHUcyWimtFl~HK{n(a zPw=`fWGiE)I~XQwXxLliIUSc$rR!v~QgUylCP(&Pt<}eoVrX`{XXi)qyzRk@r=e3A zuUZ&oI=*B-*<@N&BvmDGq%JA@8}&A$W;M(UV!_$`BlUq(%O|^2HnUppWK_VLlG^Vk zRkEhv0>8)2u@~$0XjbV)qLL)sK<*<%+5g~qDchdmn)(8x=E}J#pmJF%unT%f7k@^_YzalaxD`Zi!><8g#>~aC! zTZqErczA1Q^mDb}NzYmNa1u@K)FO9MI`ffZTsz#rTZcgILjCrG`t_no?m#9ZMm#y! zV0XYb746<(?;SkzM3}tHM)$GzKXiZA@#$oJ$nlzZRS$~q8mSL9P9xZ!e|vYMPv6q2H~XX#Z3E-yDrKpwhU_&OgglL*{u+G4FY!<`%d=Adfl2l z@pGKoEjs3UICE^)K))v@R1^VjfYYnI`F?0U&A09|3-r?>Pqydd`eOWkx!`(YkK-?x ziAMT6P9IDCoq{V}v}t18F_=HgsCD&{{c>67Jk)%>m5jk8m3$s^##E>UkE|2gSa9{e zKa6vqCYhOfm{YEz@hiC46c$tPpuRY^fE1}b+8SOH;NMV>GmJjXZ|XawB26t;I@##; zj96P-*`GBR;YGfOB;&|7J?FZ(v{tjBmYgZ$VVHbBztL_4Ze|Zt^5JCv%m^GyLx|3;6jzKXvr{47od+WB=LnRVvPH?rtB z5qc1YH1od#NsjYrb{ikZ?^i)`GMjY5#$<0@L+0$MITlNg6B$o-Mk-)5!mV09txVII zYljQ>#T;p2q8whXXVL!X7NLG;SnV94C$)suz#YfEh zl^j_>%d=@zSTyeni+f0vy09nWKnIvK_r4b|PCd^_5Ew%KR4sa#-{rea>LR^{m(9eM zRxEjlo-2`ItzJHaN=-icoK~~Ft_Ab1Gkinhfx!P@ zl}cDyIi5UAv&b|=-1w3&HWBgi{Ivv0l1;J8w>f7A239n3DoZsZNA8ZUVfAHx zl3gm5hnn)YWO&c_=ByK~?t9!ZJnVUGGH=%`m@^kaD77bVaL%Lt@59KeX?i9uJi!hd z#NI2(*i);|up&9JN{O9iV3u#^=j*kah?4yKdssHvSU#rj)gov|azIiGx>ZT61`JrCcZEauiHAS0lYf##blSM1D&i> zXd`mh#e(+qYz*o1o!`MH_u$%vtbVzeJ>8MAa9M?oyWv!u9Ld6WiTIG%^{6>;h@O%; zqXkVn;dLq>?!t=fcuIwgx3F~%CS?U`N7^5U>t{oJ9MpQS_e9sw3kw*X%*4qPla=`Q z(IU0qk7K|0c;7BQn)`{%_(p7hnlZ=mvf{Kl+TYado4|kOLajHy$lc+Sj2o|ck5svf zRD|buhwHEUT|t%y*me%xDzJM|>`J!jf5d@Pyt;w4zBT4|#u!8I*?3!vC%*uvBOp_a zy;h6r&0+ZgZhc^c1I3E3MEeCi?H|5c8Ai#R(#mW!&iKibc^G-WH%Dw|hZ6qh$!;p_ zrp8kCYTd8T;-s79Xm#UUk4MSJu?-Hr$$to||BPKty~_Q#&+yte=9ZJCnTm0dV1d^(PX+eqJqZxq70By?_0Qv<#%%C z*>LKeWiNUOco*SQkBB0_((pDM-y@E^R)FF@V@P zw(DUK-^f$t+$Y)s<5lGQ%lixbf0BIPlVc3Yvx+V`VK0Dtat^)=uS@kghE3n*=gBhi z7aZFeV*!6|hjqu1v4vj#Wv8sd&lLmtL)P~5N}4iTo+%*LbF-y zMk6dS-aNiGMQqD%;^b?&m7i1*13q*Oc7uqwSWoA=n#tb%!I0SQ`lz{U#*>UZj$G~d z_B4`SuiY;3cQJMr*7_^D=iXoTGGq;J9cbll`y*mWS)ZROUbLY@cE2QJ=0F_2K!1fu z{REs>XfdF`qJ!DuKP;W7r>o&}11U;E=~3MOnk?Bpn)-7kdEte0TA{D(!~P4W=3?hi zW29Q-Pa;_|OYCqBl~|Ph-OZrTfM;yP+P&<4tue1=-F76)F62hEJj;<8tW+63`{_UX zxt^fyTB8j!LpFrrQ6$`JM*7?N6}>9LPRXqJy><)4q*>(H!>5u1@?(s@#3!jMP{;g{ z?2*;^L0SG)7T-_s|5`Y&6Pe$3ZgQXJ`uYH8ZN%N|p{V8OI2hQ&_dNSUuB!6>b9f4_s*s2!<{^D5!dD4F* zUe00q==qYOp z|MNSHZ;c_z4>T-=bCt-x7V@8AQC1%|r1LZ!KZ32+iJd2~&WHTtKe(16;aNUuEk<<2 zqQ^vx>_?f74WH=YdzfDer4g>Emzj}w7-<}A8?#WdHBZ6K3FfoUu&+69A4;P*Y?3AAaGt*mzIn3xvzcQoIh&Hb4o#BD@&)a>n|r#mdu!3? z0`j+ncT<-AmL_k&>}gEsXRPe1%u2=M?&{v9RR`WNpP!`a!1>PGEo$5gi9g_aABG(2$PiY~ z_nc-d{Q?y4CuP=d#Y>J5CQM63z~uhCjFs;ueRmp7V52FJ2!OrI}$;MBZr-tEd9X<7fNY;DL)Y~qt@`UF~M}PA_dtgV?c{C3g z#Y0y@zYd?tOtX;HMziqYMtMZUo#XiTe50Lni;yl^y?T=ATbdniHo8;032c-K4?FNP zYj_unwb8s49S;z}CK~lO*e){WnXGy%X&T~FQM1lWb6Z>bY{R1}S{5P0t@Kasg|Bfq zwOdDt+q1}c7f!xe;1O9H+yHYblB2y(3KjU~ZTOL^)fKq8n*}TB@l^hHyV3iIF1NvU zpq34>X_#}SYqbXYXKJ4-_NDaA6ZL*tEEN^^@x1el)4|zU51%UIPvXOPm^R^mj~e@Z zzMQQ2ld&b=HV5G3E-^Q9RL8N|u2WypBCEI_V519IF&J;wvMgSu=4m;MorQ(F*|xh_ z^C*_2CgnfyEy_z;di9oglibU_jC2f?3d5!wPwOB$RbkK5^qc3sc}mulrF)A3YaxD_ zk$UsIicOiEe7n6ss4LEO#UI| z2{0JLvu24B5AdM z$yY&S96Pnd&15qu1k+?s7)9Flq&bscRb`=Nj%VG~8zRX;ewa!aaUfNsev8#wX*{dU&XNW}?i;5*^niYHh z;?jINz9Vw{;q3cpHjvb*lb8A=e?TK~Bw0sVdq2xOHw`m3knm43B$we7$kyfemGLK6 zid$IdTYaA^ZeQf8;CyXw);5_AA;bgml5o(BZkJ2Ys71?F` zE&jCSah>tzAsA<;Z(}ytVeH=Q_ZS3|q5lC0&BLJubj$azyfJegll+^@oxu*$HniVERvZeVx80V(nvkZU^;I1@r0g zWL$@x*|pqQzg_h6Kbn0C;dNq0b3TwdVG8LS=oOHKC@E06tSTK9ugOPuVj2FTCI`*v#<oIexx$-4itT6s_qDFTNzJhGy>2oV)42IPR()_LM#UgAM z(oe$Wv2>dXn=btSD^|KlB%de})q`TL6)NN6yHNR@ADsuOMPy#d+ZKxi)AU*f!g(q@ zM88-1>>HLnfDa7Ch{t(we@LcEz)bBIX!$SeCf|P6EoP_FBHnf#7PQcAIQH!p6S8N# z9ck~P!4GDoROo(&oV8gbRfTp3HN3r^d@Uz(IF8rd$MmSh%L8^ z*=?}3A*8<%Pny6lb*`83ow|G=S7OP%vz*s0!<^&DS&hwGz@$F@%xAY^`pfR@)htyN z&P&KL&XKGDZSVCfBGfNNE9yugy3K`G_SV0n{TSDTJIQuG*^`IlFc{@N^JH4}2W15pQ+E6_{$bCs{^Dr6wE_aAzq566-ZHwboV=RBt|Y41-8N^SG-&Gx`t1V z_1SaedIi!Y$ewHf$2s>Y@?Qw)%0BB4tE~L{%Y0G|LIXsoO4#{7)-UYmcoKZc!>%@7 ze-=KH1+wxw`{u`z{Q-V>x1R;@UyIY-NnJ#bFS5yU2qynXuD`}$+*%m_g28Ld3ybK{ zl`l<(*qbc!lQFCNq>6}M7b|z+PX{u-%&!i`t4Yo*#LtouCRw$T^P&)xFK5fQ^>L8D zxzCqtw5$T?LH949v>H!NHFj4z%%jCJ66M?32KbM0ZZdbj4~@=jww%73c>eWzs%y?& z<+mmL7UD_nQBNfO^Vs;WcKyYJNi4Cyk9Vnd$GX6}8THgB_5AD&SO&wBFd!Wcadd*8u^br8w3sOHY> zK&JU{>WvLYVZwUSm*sz1_1usa%dx2iZ=b1`p;)!pJdk~G*RoQ3i1za7!EBT7mD$y{ zlgycYD!4l7%Dc~m;$SwrgGRk!lJA-o_~1s>Mw zStF0uHdSLv;z261W4Kmy2yIDp2dY_)X*ttI*)N}=Ki0IHuEWMpxkDG~>n=x98r5oA) zJI8<1>ryxmXO&JoZqL|Jdh2t-|SuT&LQP2Z2KCDSJ37IV`Qexn$Pdpr?&qqv3x8o z--7D%yz_nYt8cpXQZM`54+E>HSt?~`7* zKD;2hZlT$6WX{ULbNKx=tddNsQ;mJGxUvGW(^>JG0?(_(+L_gk6+3phemliE7xA&| zoNG_k*7|A2(^I|WO}`WLlUz1S%-IK$?{u11 z@wai|Gj^E;i)0t9D6S1+li27izn8emI-fMj|9S#%%O2KL@5*d-vk~{_f1k7SAe>$( z_Gk4#I}$!k;#7h75~i2YK5JS>!u$pC>Mllw0aCnM!J5^W$R5eWWWd zz9kQ7HPUwGL*MYPLeLw+JAcEYb-4RC)+MuVvYLFL%_^Ssj8`X;JkET^_nmyvxiUMuk)$%tuMC+{E zY|E0_@%fAK7Ss3|SUf7$?t|b%WpV%$&sT){dY`n}XyWAu0-jj{&*XPA^Im}maSf{j?@R2Xf?yHl}py`M{I^dkMb zkmzAC=_vm@i4z;(`o8wh87tp@&!BS!h~5C*!e)uy@c5dhSp(mxAof2*>(rOn=kpa} z*YkR*ilvib@E}Hf%98zj@;9HzGqJavH;86Uu`N|ej)6=nVsaG(!_7hoh_q(An=NkWJ zjNOQXYccXiIR7VJq=Iy+WJHJeu%(+QHGpPW;d8yXyNl+@|9K3%-ikFHjoO_bB)3$u zB8?)^N+TrGady;?;SFoak^K{|;mz}yaxg58hUsBs_)fg3%6lg0eGeVa^|!qL*(b1% z&!(zGb$WloL%aFxYU4fYtgiYmD_#%4fm(b_Bij7| z;ooR?7)_7%{%qVx-Nwe|revNv4zE6^`vh$I%kku$KSOL;L90B;DNdFi7<>Z1Y)9(@ zwb_p@1Nh%?G3#z|umlcm6+2Qf{0O`{Pz3KFjvb<(nl-*fIp{XZ+dy^P-{vhqh_*`el$DzwUXgofm)!HY|oE0R^K4aqK`K@D;= z<0}g=x0=`zUjM-ksrH*Sq|fl3TlBq(cF*#XW3lyA7&Laq$9nDO{D&MJT;RXSvoL{; z@*VCJEXg%*_Ox9o+71^(H+xrv4L0+rb1~ybZGY8Edr@Twye<{PZh^-&j*T#CGTWpE zeK%MYgX*c|n@8V{SkOt|Ka$}+zWFE3kAmOpB54Iyy_WuaX}_5Dl0kDGMvaB!96gj| z*-_4U50)2*6GeGJBfTxe(zpH8Akjv=O6L0Hiyz8rsiskjbsD)&f796S!Ru`r4ip0i zVR=1>9nXsMc-vj(gYvlZklCo0-wyb+r9it)Q2PZABjA!y`E@z+ zCd1mjFx|njsbiU40dI?u=Rji?oBl(BpK&BL=>Ng&U$JX~IpGhUyUZB(yvw2dm?1|;Y%EjJ6<^kiy+n@(#D_JIuFW6LFoXRHkItB!EOBkwc`|-g!=PcX z=x&zCH-#TWf~-B;MW$WiPIm2YCPN=FG5O5mHI2!?S-gIgR?9`7yK%0i_hVV(4A+gP z`rnJ}U*T3(ru2tYOYJs#_ZW5$# z90#GM#`^-Blhvd%Jo_0rEAXb_(M*UG(qHoA=Blq8eRIdPz20-*_EXV%j(MYt2-A`L ztBrmde@ygJ!KrY)!JM{+EX(MYZy33vy_7ZX)*`!f zYtZjE|10Csr`S=~(V=`kRpYOM*-*V6V2pDduPIUtA;A%%LTVsZH~zC&mwB%ZRJZb; zx5Spzm|X(%+JXLr{Nqm}&Yp=qfDhx;Yd6l-swV3PL zCOIgRBY!C0%AU%j_& z!zMdp*K1pfuAh>mlUP>4(UW;>fBt(5W|>}gi{8+YEPSL#aKO#dJG-#gmeEVA@1;95-) z>@zH$MDpy9&EC0G+)U-dROb4arB<+8Y8Af4R=2XtK4<)n0WCzXJU9N8j9=hsYS8@u znx(-oT@A|?qHOkAXRUB?=w`KG@*fU!9n@cRJ_b_BgV=%19`@-=Jf%O2mx2Dlkjgdt z=`3}j8Rdt-}yy1QRNA7`!~`2b8Y`4LB31>2-oZj>5sd6 z#F9h+@xLL{i{yvG<`&T_wcm>H#xA1VkMt^mpXZW)4gQwH=8^m>duFqG z=rFjJ5@!wWvgk$f9lwSJqOYLa=DxRW|FL)i3Y znr8?3I8#Jp8mX#%Ph%(w#NuJlCVENPyWBl_5Ze*aHx58ikQ=1n_KYne7OD1ZwBDR zB*(kZ|0)c-%4o}JJJe@a(I*vhF2}R^dg!a|4EWzgs=Gyl)V$eDlc`>Puj27<+Dz8(Rpcm#&ATx8L!NSocB74$s6LLQ-(pYp zs9eLcXNUvIyY)V8E~Qr=|C`YS~VnKMsgjlQ(a zcZ}pnUWd=8iEVeXLUvJINsdN7N#@9wEZxMoy~LZ&G|dy-3fkuW&_?rLs`U2Lb1ODK z2}$PTUvNEfpKFKbVZD}qcVKZt3~oz{f!-alqZ=Ru2MntfCA`PYfYEoW{Vj%y#`RS8m^f@f)Y28tM2+q#YPU159-oqyDCTeuxeuZ|Gjj5S}ePAa?q z%`%eKT8d}A$rU(yY?dL->jIFj$AGuZtk_%;)(Po?ESTvuoqa zS^O;X!X?=C8O_#X-bolZgD#Ic|4H6{B2OC29xEN`K+mi`uR!w=u<7J=)|I5*)jDX` zqt^*$+8aods+otAuQrT#W7i`XS{C;wve{t#U+>ikP|nKTJO^v#`l5v1i;*GucV_#| zTAT|Yd##?A6nMe}KANXMuVDBntj(REgZR!2BaSv=J#np*sFl6A-{WxVH;x)s<`)zalY|-1!N;s9dBawF?e~D{^r5;Dfp+l=_aw^b+$d4JtxxWSp9|T zCqQbgSdypu$)PZXR~Dt;Jg*wkpsVc-1l&L4qdX#FjXkKlC~zBrOx;X5N_q~fqoXS;J?_A)$o7w=bog^ zQ>Sq>TkW$a*t;{vZ^yT+68RKbiKaWrFqn^3B-;SI{2K$lVck@fNG`}cA1)8cl}3IJ zOOwTQGQaG=`nkuDT#~c=oPle%@${_VTT8yIi<}6rr}cOU%RXt0?RYj9vo`p>iG42? zc}_E*bi=$4A#$Z&2GTBh7at*cW!6eQq2FLM0FpEH^qX_C7yo^cF{^ia@PTh!1^mwU zHbZNt86Y)94i){E!)Fc2%kj0_vHBityNYae{B6Nrd18>g|DV(C2U6UL%dN>#MlWAO z_*ktUz|n7A%X}?bXAS=Ic>cLQUc}{9MtQ}t0c<;!Y^U(&MSNt1{&V;3Dxa5z>2Yv7 zT^zguH_z7c3ge}|bR`((PS8CV@r$TZ1h;p>8Nn4$|ZNtX#qU#_WnoK8C$~svc{%z~f19ooS@$y#HZQ{%L1s$Il`dO`y#Q zBEq*?Y=c~1y}yc~uR=Zf#G3nL5Z`+ko3Am-c-}GF*xmGTE!nf5VOm61{-3i0%gq%6&vll9-x^<6Rzr{3u6Y?r-C!*F@8o{|})B3!e2ZZ~O@b1%;-a+jbi z)}Kb!XM8#awmtE^yerS%aLk_nUSv5BZimyjB#Dm|g>G}Le;7>WuAo)!n?dX0lts3iT0ioOcd zS3xb`g~zbxPq1s@j9v8oRL{9G%r)7`{Ct!dKUrB?Vs+NlXYI&j^4%@A}3Q(yDPmpnK%mk;98f57r1?EjA?J~I#0WWx_&Fa~Z1@W{vYcs#usO9S$Cyiw z)v5(XeFXQ(@a%&dQ%IQA&}WN6Sr?i8F5TF#2G-Q%v!i)a)*tPGXR^S2L6b#rc+209 z^?xBevQK>mY@3t%2(0J;*Zahv>?uq=hV1HF2>&5?ya#VKi7ypItE_5$igo^jUR5&9 zhU5&r%wx~@_}L6P*M@C(Oy0zfsU`7(d2 z2)F@WXF4;W6J|E6=pioY$>2&{w z&kTi5vMZfv^ha1W>+hBuwT!>-;@_|0R`!V1f^#1h&Wgh9ulmzx8_g3-F)GkzN^ zq|X@EuB-1)j64^2vV!GUIz7$8v-nDKS01m=Ygm3bE%z9`IFCF`uRCaUqLFuMc>_xx z&m(?e(^fDm?)C9_l1f!s+nd!4)v+kgF%LKX*I3oUT$Y+(`A+xrWRO1J)lYrBOfn~b<$XK6Ob*Jajuz!(cheU8$#9ZAm_xG|8mRzd!BlJ14h(<07AqIELlW{+&{-c7^%JWH-X{=aEE6CTHk zkNw5${c&cxxjvP8Kh-YJ(heclZmdt1+qcb~sRo_zOxeYk+62Q%o!y>wj6Db%zmTFn zwvEGykw$ujW_Pk}WtMss3)-{qZN}bPFuOct#73lj8p^2|k$Y=zzV9Yi=;Yb$m0mYqKZ1#7fSXagv2YA&KBXTuTi8S+F=OiD}$wuu3o!kv8 z&7aTn`DpRxL8CO}^AoiBR5Z9mt4`XkB;P9qF=<@ET=M{Sd{N++U-QXJVBFYv#h_Es z`9t9RF!uF<%N;Ph2pX&5lC_FG_|LCKnZq)}X!n|T7lBX8mDg%$=x8&dIlc<<1)=+GQR5d7?{l1+?NbkCUe|AG(q*=VID2 z*k5M+#TfVx?Ki_A&ktJo=}V7snD`ie)fba;h4-tmZZLnm+(DF<3OmVE7&H^WrcN{dwXfqSu`CeBM!wxiR2PmXo`}uHb z&jOE${qKn=!!iFM()ARFvaYl^eAbIN``|VZribA}XV?$X=O&n?DsU6hkAhkg>>fjl zgK+N=+7)H@heMG7dopBO0wwv?EVvu z4uJV1gG_x{=RIiF!KFDQ{+->j*5Df4D22t@ z4Y?0GE1{6pa%aOe*N*$lH?NX79(|6e)0YGz@GiTohQj|Rk`97$3-(F&%GYT!)8FI< ztR|*BB?6p=3x^rMh*#&4bqtFYp;cR~D6UO1w>E-q9jJfJ>r(ZiF`FbOQ#~3U=(9R( z@;m;O*K2CgACJ3T$aIhE)9j$>EK-~&Vs3JDBws%mij_sID&+edLch=~R_RZpqvxA)_Z2ZN!GsdQD#5`M7+(p6@A;Xc-%gv4 z#f`27vtzRBp8=;_U&pKDap*3rE)iUf^qxXEP$dy`hul0i4qjbEO zU)6>~J#DwpBDu_-6U{4<%(E66|W~iavLolf@@>e`I1zHj6Fttyp}bp_#|uK+c>W{S#p=S9z-vN#U7lQ zX!KMX`zmrVYK&Mkf|ZhI>2CAKZunhAl4Qe9b<{)o z*}M4D+S!9)vCH4L9ZTlh%>^7i(VX%XeGh`&qpbR@bN*-Sn!GPL*OnPEwf63y@6YU4 z6)x+@(1zEIHAeI=4yhktd7U`Y5?Tisr7oXHy|-1yFXPkHQLT#WV~lhGE+mU$vf-}P zbDlBnz{d^zrv#nrvhGJX{kHbW7I+0aX6IQksAk9S10=qiEUR&~K>=U4i=$PcIE!4# z72c99_xDLNdM77mf4|wI^8*VNf$%`Bk7LneSRgw=-w^A+6-SeyCr>xV`Xp5b?-a+f zbGfN8PiK|NW}vaOdw~u=;{SEf&z1EtT73<<@;F>en`E6B=BycFz!YcI(o<_(cmtQm zW7&fu;4(eT#)Yr3;T-&L2&wnHOV!%T9Ph#QCB^OYjaSVT*0s3uys<9TLq`!Kb?-Mc4%-m>?1y!{)hG$oIuV^>qf!Poc#`a;?C|24e9& zTBhFEuMk*?@3p;4mi{&PJs2BKqH`gPdy~~>(L5^+i;?XJt#4zWEBRXL%1wsW?|7a$ zI=R9VRTe|;81uq5eNKSwHfSEG=b%{!c9V@iK@@CE*H{3+$V_$d}>ym00#3uSmwQA}o>p zou|S24<2_QYy1GIxA?>zP&n6Bax$u>M(g8jlpKcZcn{0DVE! z>PV_)tlmjXOYO+cq*#XEe>wjOvHTN9U)0M_=Ea73f7(dbK;tRVU*t9I zi*e{k@gXZ^TadaWzt5ed;pA#5GF(Q+WLrt5n=Qs0>sWcQX$WMCiWCpwd>c}%6&;Uc zhsoOKdDa%bcp@wJgUte7@h=YaqRlY2$%@qM@R%w#w=z;8Y}y}-?-TtdV|;5UpU*>j z%Ge!q+3Y)1Swk-%)9rB zWnD33tuym2=S@7yy_^e3{Df9N>gx>WR-{uKI=s%F53_wL3~e>5>?Q9CQDOxS7cx>M zm>x{d7ufAZt#Tc77C*R5pUXs^xA5aVF}R-BXPSYo&@y?)y6HL3yH3>iiUQxQ%BGJx ze=q#o!zP*KHjt>BH{qKYGyL3-YsUii}Jjn^Wf`3eRcIuR@Wt%-P`xnlg z#g!Xa?F=){yX4HO!A9<>eMXN#5W32I`yB+cdNwtk4#d=RjCKRBIvjrI7F-!tDd1UW zSEl13aW5}Y3% z{IC!fUcwWyW9?Y;d`?7eX z`mM$jC$MjY>uYF6|s{Jb7bUK~0uYMcuz2SW_G}L0R zWai0Q#Oka*SZ}|Q_Co&q9KL=?r>tPT9h*~qZKc`aKFmAE=i7WXi{AfYYJc{+T+6Xu zmvuBxi%RO_#)9~l%rMD4(3&hO9edL`Sy6O3B=cP>Yi93elc^*t#fruF=)dHdg+Zy$ z)ssfYiv7dIl+tv6izN3uC)wPGVs2$Nuci0Y;7l#v`h4Mf(l6w9RmI0tIp_h;9b#Ei zx;=oS+nu$)k&e*M5=_cgW)0AlWJX+A-avi(nulEl{*+p2;orSXB z@)!t}#Pr|Ek;+!D>g@$MKf@oBUt}~yXThU5{CB%T+{{~Qi2Pec(L2P*RChX1+)B=a z@$7avUBI1)%~>n1@_~i-W~&9)9V|sykBga zrN3k$dW2S~lyb4zWhUF_iD>G`cc)ptPhSqL$5)WJ<4ZK;>H3DN_Led z?4DdQx8vzb-jQeIqxj8neDX6Rd_|T$_>||h$=0@?aZA#AoWE<~-4%Xku<{IARu`dv zq{(f(eHdNNV)cu0v%In9(*6v-mo>!sR`C%3ZH_q|;ZcIOypEUo)}1}cU(>cf3*1AV z)Z@AqmfLtr^4HcCHM9SEKIxv|hZlUN}}<2x0&qcKsR;da?hcMBUiISR`2gr5zK(t(wdX*l0> zQ-!@14`}Wxs6R{0fy65M4lqt)$d_<^7I*H}dOD4U!aCVhYCz*4@%bAuZ3!DU!IXcU z`4Z1h)|rVu84ZnO@LPgqeIY%GXSHDU>)3kEhdrt7fkyZORz2ykot=^s z=TQ+PaXEYAQv)k^gi=fO8y+xEpUuRSKS-Hc2g%_4k0YD$DEF^FqInG{?&5`=`BQ4J zY=QQFWV}sGyNzX=W6Uz>X6IZxNWV;~zM{h5g1d%Av@NaOUacA$@fQdmikolIFZn{U zgX{+Hva>n+Ax}gjkh>a_J|%NqR}>$c zJ7=<8UkrK)_D4H6EBseM>pGTL3hRwx$0D=!FmgXns@XgxwagCivxT&mk?JRLGA#cG zmK#_$mBxp_D|h?y#5^@w@5Qaua;?iNKf{mjp`W~lcVlKM!o5tFtn6K-m#m2|O_Cq| z-^cF#*fINJZX(T#eB^AF$vw1cB0;_>CaY%Fypw(fd2tni@r6 zO&8KEHd6A2XRXa;@XIQh8~H=_Jv`|;Eh}wmlHe%lZNa(6eDb^aliXNOkgAw=sU|W_k8{0J~S#;}8t41g|HJ_q=)hKZqV6S_~BJHqkDT z|5><=rhit{tnkT7qwUh~LUH&L?Y0^1Z4!Q`=gV1tHK__=&pD2tFAhxi4Q#Q`Hi(hQ zg#R@>>hq7u=CWaWSOm@ObWhcv8-3DE{AjJ0T-W?Y;~p5As;H&({Rw+z75v3m(?@)$ zudlsOYL9WtEL}*$L8(Z{(iL zYcxux!#wp}0^xk`OrFkl{=bRe&+?t|B&hDy82-|bj}0rB1?%B!vM}X-YFWPWG8;X? zyYszon8@*$QL=9EW_UbS&}JC6{X*;9L2N009HaGgBc}G|rK~fW&A0k&H|-n1v>{zu zld3mXeoVqcG4&Z**M|K`7>^C_vdPt2 z91PD-*zRRs_$WjhIj0@zcJT4HF(Mg^l1VDN+EXDgD+#xXcn`y79ed>4*ooR_H+5M* z$#aoPZU_2&2HP}Xjm!A`ZKBahaNfdaPB(unf?+aW(s;0)@0ZPuhhr=jAnEAd#i$Lx-KkR5e|#> zcn{v4rBw%fD+JY-w0H$xogHgUvk6dWOr~lD|1W{rKK!`D^aBw%zx%8^3#Jz5ef;X)0-wqXo=v2=)z!->S6mku&fG$GmEj-Ei7IW<8O2R^Gum zN3WOgfb-ZmIm@2oi+9s*m2rM$xoNy$il6e>v_-r~J?*)WZL8gc} z+*!$U?Ul~%gP&8$_P8Dn;L|PHb1z;s@G}$-ma@?!bj*79b6M#y{eD8OZ9MJ{c78;( z7|I&Sk(s?V`)M=A%>A+X?{MSXz&CP#IrUBF(tJ70d+5I-TfZ-QuHwZXuuccI-b|Yd zusr+Qe#N}AeVS*^+q|ykw+jiEV$ylIdMJbz;l+M%&i8kiy z}!7*H3l^Y+&*4;M1B4DyPRzt(r^Dtsp%^kIuCJR#L`_II=u z9FHN>5W4lmnGea|if(uE(>3IrME`-tJq@bm1LswV&7{ZEizB1&fO;(3m}W}a!xFOT5s$_+=TZHjC3hmwT4MoeWr>_ zZJ4~`?>W3QS53Lf90KblT8@OteD`(oc& zRzg3)CzG)*Yc7w3QmO&%!{Ju`-s7yV^*w|Y7Gps2a{qt>lWDjezPIqm%*KuRYeS=K zg>!c59VTjqQFqb1A6c4_Y%h$GF(6)1+{mfsm-RLWk@HFYH~l}7?gU)N>T3fyg?~sP z%@PrXl9Hq(6)7swpn;Mp6_O@nN>Wr3l}d)9fhdwBDuqZXQW}twNHi%k*Y~^6ce&2- zp6A)aTKBrw+WUQ;z1N0l)~#eGS9bK|U4HVARwq$*xRm4XQfFaB*+ct|D46)a z8w;P)$FHJWdw*qDe|4-%PWI{kI)>C`j4`+Kw47=a&&la9x6&dj+L8fjD0v3)!V}yX zfd|XzcZ2!jES{3AwaH?AwLT8SsME~tlRsl3{hlG$4Qz9_v1)h0So0<%HmaXFTD}Lj z#(^g>;XVBLkKJm*;Y{PefwY^6#S`IIpG28|t;USr>^7ZE-qLGMW50=}$-Xf~jhuh^ zJv&Sm8;Y=W@{E2-k5S6z*+&cWwFk5lme0Ykd_((MUwg>%B@Dh-;ydk(hTKqIo6|eW zLvJI?v}W}iSa^--lw7Qt-@nOL4cPN(+IAz`n_9h;ZmgnBZSn_a8|C!Bd zljAP3zsxEvFy=m*PNrGTN|~tNK~OqW{r=ECl6hZ1H66r-LVD|^w^!IXr&3MRTh7zkPQRQYx|okn z#sBdIv3n)9g;Sfzd7dbd(^2ba;cfCv#e?0nZtPC7;h#jRj=2Aawx$||@|4R!BDO?Bnm@b8>LL z#oE8}=uhO$he9( zouKC}@c5NiSs4O zd#KZg1j&_kfOak?!CNBRP{=h<<1ChLz!qy=U4jWG>17r69S*hR!M>LlW{&iXzds{e z^7~(?ttYTE>jX#OL=C+?Ad*~1>wihrPy{T+<`e048dUEPH=lvl7$am)vNvYupIEyp z7G*4MFJAA0*E&~w;^bL+`Ge*DRIV*7i_>K?)^?|T@vv;Uz!|E|PAtT0;? zehO#bV~u7IA0}?T#Ru|yr7yc?|3FT5TCUv@TCC3R*R#h;QnnQ9o`>aWdQHZ}E%owWn%r35&FV-T~OY0TS>@n70OBD*Af{uN|xGrDV%~v=6kD=W+ueas|!u&1eShuXR0Z0Z;UAB`#O< zbC$oWux&D-oo7sZM&DnF$G!Ca1)UzE)n#~a6W^-|`9{#qY4^8~GWlSx=Yijg?q7*; zKZ`1_;rWaDZUwic+G&LcM~hH3;QXM^XF_E>24)5E&8~mVO8+W35AOGoHBZ@#lk-^i zsjKWh5|knJHZ}UQ*jSo;rA*$X?IH7Wx;12{@6`UYAOh6)_bllC!ZNe?OZK6T$B4Xl z$(gJ_iauGf-P+vmD3%w67O=BL-q(wRWr}I+AEc_;NGWY3yc{| zit;qvXB16tl)%<^{Qpphcn%+udUT3yS9-QGKMdqw)M5Je-c?OQvgIk`BE#}90_nOm>kAiX7 zvcGndO<)7YH{%1f3UppUmqF~7=WKZjQyCLSv1TG*|5{#Hh{fL0&kb5W6we-~(Oi+Tr)Y46*=#>8J}V|{ z#k|AKd?t#NN7Cw6+MLAljg%^d*CmV!m$6;;A3U$8qg|N8>j9*jtB0Xo1 zUb5%C$Saar>^89`C;0Zoi)1!#Otb78yc}~%V!&MWCX=EGEl+~n`65*Xm>&n-!-Id<;tW zl5G?($Q#j47&Zv6k`<;JHgsj*-mbh4`NnMZ6Rjt+*Jk$5sXX8Kw}+&)w0WI~{F`ri zkBX-GuC;+L2eIW!oJ5x2X}Qq-sp4M=5@lax8Tcf_Z#fK1{)&3~8|SZ_&XBz>&na~w z1V7ip%{2X-WiQ6GIoi%SRyphVdieAwZT5U-4aEwQ<|**=?3kR?i=f_sc1u{JE$J&_ zN%nR=FXF$7t>cVT|Kd#EDYb>uGvr%?9Y5;lMZFfqi}^TM1bWGr`Fp_#*%{L=!u#fA z%yaq+St8jap5|9iy7E5~Cr8v6edjc(UJ(79eJ7A^GCdcP-~pam7f)U@77h_l{#5H5 zwMQ7s`k3YHfx!b>?#L5fg7G!_oXyfN)d`*=6fyQRiNWeZ9GlGk`UXEU2}qG*3?(h+9S~2A$sRDlJRU&5-UcM`U|)W z#(-q8%y+fpjHoB-@ns(Hs&RT1z0P8ztZ&;Z2F%8y!=aL_GlOB#5^I;bb}y!Ef%wBT zOKyT)B+j|JZ^ELkc$`cvrL^~hGQEur6^&haQj_;*Cz3a(ujiDJLt%4=T3J(^mA8|$ zle|dBtig-$$MpZRvogez}uWv zSB=bDMaO0ID9>_bw3?lM)7dzuANMMVjL9(61MjcUM{Dfb%j!*_@(!#^)B8XecjN8- zS*so1d}CJF9Vfct$vqhHAjGC(-v6I^{j+f=v#)bV{Tw9U5L33&ZU@cZheEQqeoczY z`AV`CT&9oPdD?~I>V0Mz*ZVY|7e4{@5#*^v*1RdNM2i8Ud0#wSuTF8jjDXG|B>h8t z`bOY!qOM%W6Ap$=FQva@{T9a5O6oq3r#TJcV|+^P z`n9y$N5*da=T6N2Ub!Rjt`n|J<7xG=xU1{?sdu~RbSa<8N{fHYXMR)qKy!@y&1T*w zbAVB-aN_y)_3^Sh!x@*Zu9sBoi5bfE}Zm8~vuI$r{<;T8hO!WSiM+ z_7WE7>G`9gz)kFz41M)z_?mi!++SlR`8Q%u z&L(*ok3KPnt%HA~MZ4i_x|&ywVzV#d+fuCiMgIq2L%!o*s!UeFiofPI_P_* z@$Y^k+d{TInRmY^hLmB)>^8eVv`r4J(wNf-OS1+syR`e!aWr{fBTLQ!%Iu^Ax&PB+ zZ^%7Yz>0^p)0Zs|;4yg;^$^TDkbe~`9ggphu=nG*l>9k4vt%!hegc=A`*E{6mngYF z%iAEE>^q<1?Fd}H2Qydlot%@|1^U~?jv~g9wPd@?=l(4IBf0m$-~~Q>zxIyiw|n7p zCO&M0=njm&%#}GTp6t;%^XzSrVFc9f$GhrU8O&xEo9o=EcCtSmiP@$7dlL_DCt=>T zZsI{V!*^;yd|yYFDR9EgiS&8*-cdw)UW;vUeV}?Xw0ytFHU#tL zLgY*Sc%*iIB}r>?Hi7?2zH&aPXYkZh@qY*&Y+<>7{EXJyB6yc$m9Kq16U#PW-2hjT zEBH0`_y)g{HF7!+97*qo^ily#JA7Jq^ zEhg{QXE-;9EO`?C9M4(k=Ug>&HbGV<<@}h~VLwLmhxOi(y?!Cl-J-w@))_&HyjjW0(lR{qPSkujmOVnXHLz$ z1z++U^(FPQ2lzg1J`J^6*n9&EFQRL{m;cWw@&@$lk?mfX|Igj;wbNLgyNz&VjLX@# z@j6Y4)2zBkeI9K)6pU;ai@!5Sll%i~Nc^-GGkzqq^UpjYIU^6^5g!@9f5X<6W@)X( zu&y*Of;ThC+(TTsiVsv5?RT+E7Z_iSM>z#PZ(t(#U2uApuGu@7CwQNdY7{N6RQ56) z`Ke$YvsNot8bfBW`EGc9MuUUdCU1{lr`vQWZG+n@IP#My_@w^k(&>s zzBWT?ry2Hp5X~EmO6)yOOI0DA=kK?uwHdB2>nkhbTf@39&CXDAyKD7Wuq%Ja_skhE zDx~$xjb&Nua5wHZVvWp6j=+b*XmudGa)R(T+BuCK9))zyC$7LE7sGkHm@`Y+f!gTh zO0s^=5SNmrV7bWOnzY#qI*L}e^09UzObgNK6a8OE=dx<#Je8KL^b`qyf?8uyWg@-IvJ=6Y4!60#yo*(k6_VUb>`vR3f4Fg9(#Fad-~-J%?Dh0S*=cbNT#+) zVsB2=%Koi|WV_Kg_5u_KyL-9_Szb?X`FxDNX411hy=(Yz^-Tle(5M)=8VY2aY0%m3v*J7;A z+RODcUjdIl=#l83^);_)GiQ~3g5kFmpw*d2?2yY)5GadX$X^1q}fH2`~Ck2JIu!NgY>Xce^ua>Q)!3uiRzGR z&q4=@_eI6av-Qx8mEXkW#Vk})3pdhZmHR)KBaCq+EKfe2Vl@214CP;A&`(M~P0Qca z{T5fdl59P!azad1^3UL1i?x207LtXjfu9j1s4kknqx@nq^l+t)RVSx1ZWnpFVOhSD zJf^p4>P``d%Bqunq3e0bV=UK#ydS8!#nmR-zCihkT6kE`8F}JUpFwp6Y_q~SD>C2H z`y}OdiOJ_+?;g13Im=wOYNrz2M(yM$UkJCn$;#8PoP7Bo zOI?NUJCu7?f64xz6>7!kQd*lcdD|HL{22~8dwU7rsU;eI=I?)aZ1PgfW3%V^{szeX ztJF;_{FW$so>p>d^gtf;rM~Ovr?uGktvLTDtN%dK68d>qyRY-1F+4LBs*4ZZBAj8ZsJc)^seJ-Tb{5As&k;;PCV?zS8`fzO?GYq`8*eVhAkc?+e}&{ z=S5=D^CUWgC+4~6hf3}e3qCZ$_v3S|M8{p)UZ-rb#-2~E8sr$o$6K>nRdz0f%gHPG zo)O~)TCP-MIfiH5PEN+o9^#^yH6J$FopKXh^R%NL{c}Q9_V*_1XmdVSTA!zh=chxz zTmc%{ZPLND#G0(=y^0O5!`h!j?Tq%xRG<7HdHZ;|>seD(h4f!(aX;3nPTQQ@F_2Ep zMU&&ix8#g`*En+sZ_8|?3H(dZ@Jg6{OOIOg+>bQ(;?7Pow}Z}kP|Y{ky;}It$lMlk z7xSy_EU`$bP5R4<#=Ep~1lzX7>Ne!P7z^66Pjml=N1v&2xz_rTcYn73ho*19t38QV z!}1mg|7XUr2zqDJZVcomVdROtW03ou`Ds>$tk%|H1>cH}rQ1@xsG{x(kS$s;YuP0# zWKHSm%Fl3r50vsf^APv1BV*P}4i#OJV>kP{|K$a@v+M0j<$ZKAI`zPnM{#5gM!YAU zO(*g1qU&Y6?RlP*T^hHO|8!+;#MH0+wMfMM99PGPAN|Z3PtnRQ_-5TrX6Dl%*hus& z#YWxXeX1z%4O#BgPEG^Z39%m_xq^3Y(oXWnu4m^H$@BS5wRt4kNX3{Rl z@tmrb{kb{2Bv&_|lrT$+fvcZ%-;Y zR&a!Vof>T+q4Otp1`KK{vx7tUr&_H9)jbtCrhaaR{U1Q6~Wa!S089O%M z->*2(QjM3Cd>9K0kz%6R-w+c0|960|VY5(F-=qJw#AO3HTHewP+`nwXtR zC$j9F?3!%j(;)ag4Q4~LhPIcwA8XanUk!JXfBqHRN$#$kTQNu^U(OnTX(ManvkG&a zf6w#jA^zH*zn+2teME`OqgU|Ttbb3GDko-j;*OEi^L%hCMZ25(UE!9IiQR{a+Z{<$%1Jrdn8Occ8 z4Kl~kZLd0&v89cYc?#5>-W6f_vC^;8^J=vRh?=``c{C3@RGAH8W;-#X8kyUPJ|7re z2I{9WpZkm@UxV>>?0OQiYgzPFxb4!$p=5g#!@DY%{BKvYP`+gzhb;qm-O~_U3$5=& zgW+)8O3$m5*~qWTyE;acTV605&d$vbakL_PXWe=WzLp(mqqY4w-W?9t4_UX4XfP74 zli0b4YdhGj7kmbYPPhB(eDj86hZ@Nm$-$6_emvXtSNn4D=0W!AhikWyGH2TEWU*a* zvk`>yMEfde3}Wr$S#6rn$*#Cn&HdHO-i(RZc!~bbX77jbtEJi%#Mt}&opaBcsauRr zWzENjlKwgo^dW4>-ocy#-JDGuYHLpc#-r$eFI%^Q*H`38F4ue`oJEG@_Rncx6KFIE zXHG5fi@&huWBq^2r^l`*!@S^ zB@b5S(X+{$?BM0FFZ=J0)zUMxNha*u)Xa&jHOcy>DDn?v&xd`UnLbII>q$4B&8yKr zYrAXn%aL?nO{UJQl9MZXz_0;Zp9GbKd^Ar%vIcJon?B~sF4`}~-Lcx*i37Ev_AAaE z2gzps&q#U*-AWnR#*is%P3|O1#>t$SbRF5sYvl}RwHA+h!>WtEXZUGOzaAoA@^!Tm zF*LY+sQ_9 zB^FG>%Aq8@*7&ej#Ou#`mx>IRVp)3#CWCVo@o~K#UeQ(+ee~kVOQ2QE6PXThf5^2V zWXgGd)8Umf_~y|#+2Z5NkI-)mU;mL0W=F(*cytRsH{~JO****BZ}9gAY=4E(Vh`WU z$p&?_@GQjk;n3Z@Ah{p6kugujyRdnlhP~zfQT|@0#hD^eRqS}1?aJW6ol5>mpJLFR zZsuK-UfC;D2O1;c{0<#{r{y93-^Q+YDb%R{!DjX6fM7i?Eo^Y#*!ZHJfdt3l0C*t{>HrQ;roM?mg+AV7j6=PPxN4tJ z3;ur!^6f;^6~oJuZllsk!!OUoiTSX%O}H4a`IIs z&C^<5prxsNeG^#+X)P-Rr$P5MqwYD{|BTKL$R zWG7Gd-v7wE6#L#HStI?dW3|zu&Ll1G)n@Wqox+Q<%WMEClJ76MuQo%VI)5Fm-JCag z5ueD3Bzca#*0s6n?&X~|aQqAL;5gb<=QEe=?<~y9cz|&75hG zzaAm^v8>$4^^^2G!SBTPyw_bMf?SKC{q%E^602G4NBCrI_;9T5jJt=C{R*t@Bq}B2 z)fka0S^rx?=1S7M!bUl@X)A3;lA-}whG0Ng^d+SF;>f{bOjTEViZ_>uSwE2bCOYlI z@=J{YIX(DDw%W`ylYghU)|>M7^R?29J-d@}KAGCGWgTog*7bw%`eRq_RQm)y)gi$E z`28yWb|dw8>@LDO$IOVD7~SN!lF~Y(bpsMLRS2O zrhk)Qk$6@ZxA)^^jnr6;JM(C94GFU&DrdVy^`w>PvmpK@c6RqFjwR!&B6VJ1%`B2{f|0gs5Ct{pfFrFl}-1 zH`{+SE)Xk{? zOB;3dTY(hiMEbn>I*I-F&~lnScffLr7+X}$q4=AfpZomvv{DzcO-}z_K+jJ8?$0wX z@;%{rOv*_QO(8oMqK9fdIbJ@2?FV@9H0!Qo)jxRK3S-C`5_g4vZ8EQBpR)S@Ln}|S z?upn^hYe~#JWsaEkgE!f=fI+n|8utOB)r_tzgFT|U%h7aLt&Avy!$U2pX!i2IgCm} z`(eDej@3qyx1qY1Lf{?obQwI}Bt<6@SEcvCSd^R~IaTyi2zBN0SKz>@#^0P)IhL%Q zv~o4CY>uVx*h zU1hhED3-aN9yxoaF2Bwy+55EFn&x-#lFC}#U{zU9b(KqQ zvzzHS4ePS+>T;1PC&C@1cCwWZB5|I;_r#%rI5!Ggb5iC@WN0L6uH+Z^h3xq53~BfIamyU z#Y_m^#|A5~?ErY6?e{_MS2KFFfcxdFa|TU5WPuym`g!_1j&<2vn5?Sp^{`y5e4BM= z##?@oqmTe*=0XPEXt`3PwTfM>EH8Hk#}|Hp+CXo5hH4H zSH42}(L8UM9`?aK8Q^~<&jb3b4V@l(xs`O!ut%Ol^mjiQZ<1a2IJUi#Pd>`-Uz52V z7JchVa>*|s*$eIuh0-yu4dNl4Ff(VU)r4(L@vSRV4j}motz}-`jjm^txfj`YK==UG z{YAN%TFL3HIiKQba=i*lMzTpv`2!L!@VXVszDCz4 z^>eG1`?;6=hS?K#8{6eHnhEB3<1u2EzDCpK9#$D(Y(A(U7JVdwexk2elqxJA=>L}M$*o)pX1iD=nBIaJ zIdwCc=m%itfBa}FT+Y^B*0W#5MrV=WJ9kPO$tG*914Jg9b9^cObQdX3fzj2jJqNiv z`CcoS_bG_8ztXfBgz|mvFW%7`Ki**JariJ>&yTZxPA7Z?rde4%M%|0dJeC|;2+=ZIHBctjgo^nvj8>|C8^ z)fH#|5bLw9Iq~;xTsR17Ik%;$ekYiRwsgH4o$~#$0v(p~uFShCi*EUzo2ZirTZQ-L z^VuHKa5J~wKn@bjLi8Qbjg>!l!UPnd=8?C+}Uq#qZ;I-AJBzHGXCWID<`J<8L`1EAy;8vn{Ik%roX< zN%pm8_wkXWm<#_r>7Rrj?L>ffY|(^Q4&yV=(*JlG<$L{0#=N|%%k!gh+J0Sh_<^jo zSo1iRYtM?w&{~-VO7gm*YVOr$vLSsZdNiiZI{JK%ck{_LlhuZcq-(X;py0X81`%|e zau@4qp*rVcU=@0uNVK+m=1aSnkVC1!nyZLiI`08Dcr(v@-TQ1LFsAak)M^ zvTiibS!7o!cReicDTrH(u;U1AjMQIIQ731K_QB+=SbYSC4=nJ!PkBPlB+WTB^+d;< z%JCk&`if*5**9+mj}Zwr!15{o-;EJ3V%ihDB)clFghFZa!MadLR+^!hFcNzglWGyo zk|SUypXr2C4f#Pl`v4sJmcK1??+7Ryfdg0am*m(f2FpsYC=crs@$PGk>TIsjm>h?a zz8wzTPS)M7WVcEYzEmFKPr$V(t=@s&P&Ro*Uz?%1SS%>3oeeCIckx+o|0U~Oi&^E> zxE_uZ*n1Y--XTf+p#=NRaCHgxW*^ublKp?y@FG}$EGrknuF7ysuKRC|Y=d~tPdM5~ z$*hd4%-34#xf$jpAM|7FUDjB1mmU@wkt*u364tih4J&-w1NBdEx;4Fqv*e|ucwg^5 zNp&w9RHy6L;^1Q3?N7H$$oVB5azaFQ>rB_@WL8+tTkFs$nca)%cd^LWP!uR-Ja0^| zIwHZlV#7qbzXP8y`0!4c?@;$K(lmAF2J$SRSx!SvrnN7PoAHSxpR)xnNNt(^ddooqitOhCi`}t zXYc1~GraACVcDUQ=ZL$sc`MwG^Y2uD6%xq~v^5JH|wFJS?Yp<+1)u}?+uuiXX>@|ya#Kl zX(4f~8;$cEIT8N7G(O@*$7tmUC9+!JEj?VuZW*=eh#d1s za4RoAT-~h8ox>)rM6zG?I}sc6&14TI&C+Yd0t-)r;Q%#CyK^s@hQVVBf5;BoTSbTw z?iSWxO|~CXFe}Tu&U>_&^<;nH&Q|zUgIRhR%g#9;^gi0JXT7ah{+`k99DejZZsZOA zEzmt3W>@l!w@Eltg!z@Pe~d$C8Xt1vNlA6{O`;b5v|;Vc5HmZun(oOJ@ua!k=}I5% zXA1=W!GNjsozDt0*?j_uGp9X*O;5t#BJ|qAKMvuyFOvUj8hobxTX3lrEUtv%HyFAT z6Ot$BKDCbIe=~9ON*q}Ux$Glu zWVR^|%?3&wAto+0KGsn?s|)fCyQ}iq(=eA*YuNK_T;G8&Iq_{3D>lKe`)OGPSFeKR zRxD_tt!rVCH9E;X`w#ARAk8FK4uD)WHD|NQ#ad20J4A#(KpR<`kW8*0kuGbibN>8i zP|4nds&qJj1>5*EQmt-u$Vk%@M+fqiheVp5t~`YUTe0^C*OMuF8_p*i`cK+AQeO>e z+>d{K56v|=@U*+xKh}^xbPyRzVfS==|Ae2l62EeWQPw`Rfy4_+*I}m@#pKmk|Cu|_ zlPY@-UxUcexOgA?%rW-X)Bhj(Io|b?^`Bie-)VC)Ja5MAG2*~BdUl4xmn2)O=j}9p zghxN2)?o!vKVxhW@pr8H`G%ddp`OuaJ<+M8Pye~wmL6sCZY#7iH_AJzk4bbGd$bVC z&Jdq>vT%0Jh+k&vRA`p35G|O}mr? zN8wQRz$bIeyP{`HOg>4x8A!(M`pyd9JR5k8USHE|AIWnjZy%BSa&;RkneX~J{e7TV zkh2a(vu!Vt_E_vGO~)gkkW=ciGVcPG=;`{O#*$muD67SCD&$iARAc#%*!O7tRrhz^ z`uvXD8P_(#?|7UY=Wa`q-e}gcS%kTgKCdhJD^}j4Ue@pS;wd>#cdXd(2qvy9VDRN6 z$ZE_@#?TLGR-Xk9A<~fx$`!b5->RzL3 zao&3q95#{YA{N+%>qqHpA-+BDXS?4Y!0kVyYu12Q6w|AU7oXC4g$R2Wwl3wVH<9UV zR|bl`St+}a-#n+q^Z8rOV||RYuR$g7me-mWgVX zV!abZusH?V9$3&)GcrD)-V&NzgImkAeFio!VXtmv$+yIzS{+N)th(;5r{pa;m0!I= zs@^a^LTo4ng*jw=6H0aT@;F!7o z2MV!NF+8}6jk9m5H`_f$qEG$5jub<&AWxg>h+Pe|pL4F?)@N2EE!NL}@V(yu1Nc^E zu5W5H<9D*Su7blFIOlw+t~59jMpdAYyuf=3W~Fu5;sn;un%YzSe?R@ZisD&^cB4p8 zjMOi}WiR_2C&Dfyf4)DRimSyTdnWvv>Ln*P5B2x`qTB|oi3go(?A~s4=)v1=gVlcU zXsXO5FnLx>x3NS{P1r0F)WgH>%B-THfOS zM*2&fzaCm`%x5zW{f{M*bE>QoS=GG}V|(+~7ogS_-_GTgb4ZnU6v@FkUR=7u9AX-5 zo)G&Qz~N5!-sUaWxqCZ*FJe@G5pKU?&H$EZf?rLsb25!{3Srjs)`sEd{4m**ra|L- ztgB3hyeZ16{Tm^ZecVIMfhI#|mFS+#kI%T%1Vet~#rKLAdH$O7BX^VTT6j%^R&o5E z5BZ{MABaD1ka9Y96{h#6B3jlJXRmTy{jG7moiQ&@<;EM2@=p3{CHgA;4*Bz*x*1;| zi2rq1zdA-HB4vmE|H$(VPk7QuP*@~yf^m1LRxod$8K8znsyWj1@1F^;g_EpN(>Q z=6z~B!0K0O`E3aQ#d4+Cq7FM`r*zI5?Lzkk{4q~D?iU%0iUx=9trOsobEhWy{jM=) z4ZSnNYk^6PG3XN(P4?5{;G6uZIb&_Ey4~pgG<^;i?I$U>!FV(s8V#{^p!OdnO>0Pf z#Dglsd#jp1K`^J2ZxNpkW1DbrG7DzzTLGeD^_+~Tb41O&KYxZ^+p*&iY#hl`TEp=x zSC16;ieu1P_J0s#%e#84cH7hbeZF)vWX6;5EdG2+f#2s;mbdk@K z(SJ4F+QNIH_;e~uuHv)Jcuq3ACf~?HDE}a$9Zvh(^mL0B_h*4yM7Qmtcyl&e@9&O~ zIvz?Z@G&PYZS=2*R=TlN3*$gxxQ(ZCG5GGp=6BieJeF%A!uI2vKeFs)?32iQoN+f< z+IMPUrZ}1PdO6=V8Mc$1d?rh770DVXxmvx))%pkTM(cYxt|v##0&;z&W=&fC#=5`I zco*$*o^U^Nz6Pz3(0S{5?4=Sxg&X6Uo3u?EnXqT`*7;T>UnEj%2>2Ne<_7aS$8-X z)625-DCn&b9afNOIa~e1o|n>YHNO0X|6hm+S+iE1p6wv_#+Uai&38NSO%FpxZh z;Jwb>w^_d@KF-!oLvzBcV_Qs{oWAxKU5+twRbYef+2Rmv$u7~;Nq;2kzYOCC;j)t- zOlI?(+VKNhWj90Ccr+D#|HJF#^E;5I*P_D&5*|nL4Y)iOdv1nv@-vmwR`P7+yFd@0 z5*5#I?Iw~XGEcyk$&4>2+}_V}zl&hmkzZPgaqPB1nONd8sF#FCJu<$h zPzwT#>hIC+9rq%!TVI&`l2Nl79c_=OSFqZh(jQc-GBaFQ#YJ zPiC?MSZ^9_u7bxw?!M)F%;8Yl%@6k1^EG(VLyf!X+z@Zh^rP@WqZh-VIUjxx19LWecE|sxy;kJt=iYaCf1nu9#lPev{}qy}`1A-~Gg$rhwA+Rm zukqMLZ2c=ahSGW$>)yaZc?-Li^(%-lIf?pfUf#t0>>7AQWXX9!+4(<-?u+P^UEGt{ z;S4g}CU&mpCkt5OU0R$ArP8oG1tagq=T@-U!h=_dEbo!!M)oM;+Dy`naphojGZ*@a z?8ozs6MY(wS=pPHw^kK-(jXQu0@J79m7FGbX}da&@5Sv8VZKbQhxL}Xk>5jOE9?GF zj@{~apx^zh(}ompvuFhv=6lg1eGS*kLE5cB?wiGi04O19eG^e6@Q)5(}jKNpKK51C)AqT@5h<(FV}5zZd${<%i$oXJ#`y;tzm z)A>a*mfnmbB}j6d)@QI&au%L~Q|D@-80*bp$G>P-N#vfQmp01$U<92;ySz);t)Gv@ z-uP1`Y|bj`x5)fA@3|gA?;AxPbv^4{Cu*apwpwaA(d9xdHNwCOd}u2M93{S0cWEl#fJePfr%rEfiu!DxcH{0%?xtIl(u^N|DKcc%Sdz7q{p);eY7L*Vkj;L(QmmCVj^+98 z{rb)R-75OJTDi-iRaS4WYiWn*T%OfV!}E(=&G(#@WSAuG=Baz0f=$szn6U(s$wyP% z$nzey=5(;uejXGHzsAY+%AJ5UJCtlnqSb8JkGEtsXDKbMglo=~9^zUt-t`_f^dj#~ znA$|!T|}7@xRd9imB>}Jz-!m?>+EpPc-95l6#Y?dJOH9t%q=g0X_dm7T>OGmUet^SoEIQgaREpk} z=y5(<&voS#y*>)XIsT32CpCC^vL)7naC@5Mw9qs7^f#>A9)7?3zbZB++u1jGe-k^8 zfo5qV%$E>p%^#=J`3RAAhiln6w@j?pPoP0| z%=f{tH}GK-iOTZZ=jix0er2uMLf04Y@<}}KU^>=^bXQVmR*($8`@te>^!u=Ja$+Bk z134db4M}rGNh#9)N8X%RnK^3s+(N`UU!APY%UY7}*kBDd?N5thB4%<0KB~Pkyd-&B zZ{;0%Lfsel24lc)cv6ag=gD$2y{& z6SA`O0WFqtud{j32$AdtsLy8Q5_~7?)h6?-``Bqb+>=KvYgmt@?>;peh(9?O;&Sm~ zBu%^Vk<8s!`T2yNx8Ooq<+noOP=2wFwTftKu5uGFqO1|66dOHH+nlUhg`7uep$o*{ z!-GThaRjRmW$~ z@8GzTC3gB(Q~B(N&Ix4CLim0&@H>9Ode@xkZ;zF_wEFymc9Q+M0al7>VbbTc$hnxw%d$(Yti8zRtk=m& z=<{*;0eq}P{`UAcOB70WwR+Gi1>YZV=VSfkyqq`noDu$IJziplb*0`qu)xVmY!nkN zhWl^OT7yZ)8W9KLNLIZ*q5XzNj+I7?QT!`===YMQ89etWnUkB}h3lIl%6zl1sZiff zEBlE?7h*{>qh0dZp5d>@@F33=%fKop$tQR7M=W}!zTbt;2{`$+=y^62k|S*==6%k# z9WnBIc>FF}Wi`}Zw#}KP&$`prc>5NllYJ)N3K!u^eX;^DolnhfsQZFiWF>{0!{ZOq6ss`vTo-{d@3xvWy3rA#{>bvZWNf;U|t zeuz3%#nAUjev7eixt{WEZUH<7vqR2xKLge?d44UJX6@-VQKudJK7!wPGTw)ack_u` z*)pU3!+v&)y6Yg8H7$3EIM1yWzR+qR zSYJWECcHJzp0kst5$zLKJBpiEX!j57&ZyiNa>>Sgr#|lEgFCf!GTrO*`VNQR}eu;5Zs|ADzL z((^V}YfYk;lpjTl?*1BEVCReQFcJSx(huWZ_mOrVZQHX=au1v&-esE zPqE}?o-~&XITf`CCim8Ma$c@sw__n%h=kQ(@&GOG7U_Emm;v0?hoNOci|DH2BI{LbM z0p8AF>HNMGl#hVZ|O%vaF-6kgLtyIn|{_t&4fldPwmwb+Fv&w^Vm{oTsjzgIi&BA2FQOj8DmG`Y)@O;#YZ()Qc=X;Z^!MO8s~J|E=+!0w9 zt6}&kOVrliX=1@_Ei8aa&Ip`Nt5FcE#gm8YF?ocxnUAdGgW0e1HAL@o|8P7SK>AFyW$qsSm*K~Cb#36L+cZ=%wt{5*M`PK4H8%v~?qpH_SGl>T~pj@-vXb+huxp7$Q?4}rr)B-#SCbBr;6^XWfW_87eU zRn4nlyBY4uM%h9A<^H}-Z`oOu6IhPIhx-e-{j(@Gm26jHURHNBVdJmpxSlVz)7Da! z$gah&weu%@_7gkvEUkV)e|Nz6TQ(@G#}eXGCkQ`5*PB_ptG-5yY3H-*Ibz2gtpAH` z&nJ0Redf)|SxQuecuweOfweEdXq@^di7p4YQ=`CVvbrTF&%Tby$q@85#B*ZD2pp*g zzpM|<`AmPa?4dZFebHZv;X{mChtM|9X7h|>n{nc7BWw1D9*cRG>vIc>tWjbNMA!4r zx5SF)Q0I3th<^9N5kQG*004TYe@Z~@-0~O7o%7ec<$mU-}?Jl@iw!LO*ERy zr<3g_dn1xHZx|HtGK&cx>>gw)+SAou?c*5$6ZeXBAUcHr-2>R_t^eW^}`_ z!$pfWBNCv($Ns-6yfyUiv*L zj&{YQsrYe(-|N-80}iY8e4-x0)0XUbAl7tYpT;D}N~O|T>qzT?V&%s)ovL=eS6A^n zE8Q;Ae$I*-kG+F^N^Zvn?iHt9p4L==-2>YBioLI6vohjM3mUxS&MZvY?C*1V*&Ik5 zXqI=7KBho*u>MxUI~k}~hz4_6;~Vmx3DLyv+L$*+M7T;%DCcCW{}XT(S{euAMPhG=!$xaI7lClf&UWH4moYjaq#W)AzvVZoQr5 zYVynefOYp^Y;k=h!}(ybGp8`$47FH)HLTxa#|EsCeEqfbbhNtJ2RH^sCt`0h3m>cA zawQ8JLC@p!Ir}v0Yi6KOczOIh!F*;FGaBnJTjaAvtrqL*Z7;ZY`SSB=Ni0?-@Vajb0y` zr~JU0S=-zJ!i5TEhTV+bljvNHhqdzaAU5_Z@PeMCZ>h#8=%2!-*+29iZkDyI#;0e1;(6GY(7+6$mw!!@O*1BCPMRm0{o(q#KB{4A zBNkePC5^OqD*pe?yYf!tXILIZ>zpe0Bb!6u9#w+>L;CxaW{>OtCXpuDbq*E5vifH$F68{I@>;2EOs_9? zH-~cgRUKRB@zD`{r!1+y;+swVeTm->YU@?{N z@u9w+PUP(yja&WL`aGB%O~!FBPR#BJtqu^)`2r`fcQU~DrtcS+m(?<-Ds_$)uGHc@ z*krfJN*F&z!?#7?OL*)w2qmj>cc_)czZIBYLPX8l=6j6C#c`*E7SG|aQ?SM9we|(x7ZH8#$J3mcU5QN>lRRtkC&2YyG9SllvflP^tn7^0 zS$A1j`JBI#lelwgVR4^k8cmKimj1?{hGKVed}PI3MQB!lUvJ#(jNSjje`&!t%j?~r z=StpoR2N~|shOSfIs0NH3?{O1Z{F6PPdB3Vu~=~h3r%FPJVQ#>=jr77$cR{-Pi%l# zL)Q6_6|!qR&vZ(f*<=?~cJHl%{V)=?=ktdsQyD6+YHztdbGGPzynKr&RzWXSMX(_d zX%FY|O65IB_M~?q?+1Km5KjCpmQ5hZdA={#r%`E0ci@@#o4LIx!embQHx6VkTYWW3 z6+Gowr>AQAD67V2n7;%=FAz0;VVCYWms3Coi7kcLdWRBOi}ovy9OddLW5R3nE=P)Y z{XL9)o!F-(mcFIla29R}-5Tz8c5O7zpT@q6#n-&?>t(i@b8PYs|43|pfL^s}ag6?N zTmB!#T#p4>5ZJZRUxdIlsIa-`j`t*|&TWWM9Ly%opzyeMiG&u%7;-M^@x4W80pj zSPB2RysH^IUa#GsXm$br&$p{{F=es#{vyf$=sZA=&2a7K87m@E7cFP;0Q!(frD!RV{$LI8#Y!cn!emy<=(;!*a`jV=dv1+nNop)dZ^ph+eBMP*w%wLl2 zcZ8nKq**aiHuhKExHr~MCv1Hj+DB@mw0M~Pd8e|_Mp!1lX%U=xhlV*l_es_oMV~L} zU0fRr$u-#35u)TqI_D{FR?5B3%84(-)!c}A2Z((0arkVAy-l(_oyiXH?(CObfzOE~ zRrx>(HMe8mXQI?vRxDpI!^PX>v4X&C^O%^Oke4`(doe%BQJ3=ux`VCGT|lZ{>MMz~~))|EOk8K>VTL zJJNjUmto!dBr7kPR8haF*=S+0xv0Nx#P{!5@PFd`4qRyKS|yl$z<=@_F`0n=R{93g zZ^XW;xSgE$$HVM1(K08`_R&YimYk*93R6GVe@?r|^YuYmsHmM=@#kvnN~Wwqa6JvH zZ(zfoEO-a~cd}-(^xh*z-=nSL`NR3p_<%%*u-1AOPKJf6+*`<+S=X6e^%ac*SzTQl ziYwp|mL}s*M=~Tk=2s-X06KHb8B5bJX9ncyQUfEz5qx*3Qdf&N;rT>ywK1>BNe6lR zmGiV;;W5Rr?PONlspi+dFFd2n{zkh$NO*j~?0Jq-XJJG=WB8qTb_X5m>H8r%eXE^y z+HMW;FGb>yuqvMs{IMh zU&cb$vQX9&+ga!wwc5}xXQ92J-?n#n`W{YjtU}TjsyJwR#>;9VQFK<{j;@K_Yb4!}E!^SI= zd(5ZTc-Zg!sfYf4!{xl?$(aC|tN$!sX2i=0t@&oT5?@~sQL;BT@5GZ~d%o*=8omkE zvy{qO&kp>ixc;}epEKF>EM%mgi+In41@W&sdo6wcJS0*XeHIab4Sh^wvjxI=$A%iu3ax7I^Dm_MdO#<9tw+Aw`SP1kE!HLJ&uh5J@m z^fymPKFaKYPQLA{UFihtjTm&3h}RfXvR~t4-2I=~n;7A)OM-ht$=Wj^vR|N0gZXX$60&$C?FPu#i$ z6Kbi-yENhy!Dpl8LHiY%|>bngoixhZ7o}%TPv`NOD5hBlPtdJ8_H<6-Zfpz~? zZmXUiB*A-R&PtsntbZymdO}OtDY=BN?#89t`E?Iv{-sOuDf|fiZSd{oCp-1tSEf8` zoe#rgl~|9bbJ((zatk50l>Bef{x>n~3i@R=SbrnN6gJ4|a+mRktQ8y&fx}??2#p?r za2VN9RLi^8gVZ`fYm;d9F5C}g<2_2#5|q|(XZcp;`=h>`t8xvZ2N1k;7EyiObW zrdXd}6y?ufYOj)VISJtpc3!5>)A1osk(P=te?zgUXmhYARuaz1*z&j*8`1Uv9@<{) z$zH@AB474nSLNyF!D+iba<zl{QYHZ9stFiVr%jk+y<>5 zaIu&;k~REAw7eT;t3`{yNp&Y%yu-G~z`dOazD^9^seXNy%*-Qie=b%gStK{7k*P# z+)VdZNqD7Cr;{(|EB?V!OT~a0Vn9~%EX34zmC1MDtj@?<)oE-$wqWFZkZhaz_z|!k zWB&U-9Die*U$E^wC{)sB5xzKEba=!6ukggp=0lswK2nLrc=D4NzlOcfA>A?VU8(Ow zpqJ-b?_l36qHIZJ-sP=Zu)C@I$#s;hrg;xBOvIh$)7z}FiKR}`QbQ=TVcm%$QW;*q ziDWOb;ir23lie=H)tkuBt6)Ac5bK+WgV|q}UCcQJET>4W5@r4q*@od$Ay{6)O553b zC-#Jqzv9s$1+gM;aCeD9fAj3-YA$BivHot%ZkHBB@yu;cGG2~=&tW|HFdp|Bz2}i4 zI~f+hsS}Is$96}NzB1X?6?oGhG`NP{_K7k%f9C}KR)xV=V)qD`WaZ8^Vtw|FJ56&n!@kJfORlFlr8Vj?q)VFNwY@0ySh4=Nj;?WZ7k4%2TfCJH?6*d z!ZEa;>aTv<$-Bs_aD0{C-`7V)@u~)|I$i7KMS{vW&`ey-8|v%`&DrtQ;5R`1!El&` z|1z{m}HD8A}$vp$9lG&%qq{&{UNQbhkA3Yxmvw1 zMT!r_-AUM7oVAX}yxHv6983Sg$$SeOP4|W3_(eFGU0+{`KX;4JyG4z@G<_c@-XzyU zm_A)wS)Du;cNUX$H7jS&%}g@gWlqqrpvOA+^%p%aF*a@_*F^E~E>`>xB5C6=ygfmW zS(BSnkxSvu3rd%P%XXOc_NlEHGl8B>@V>VmKf~VYO5cQa8NdFf^}>Qt>1+C|<)=I7 z-jOwm!Qxo0WS93ca@`5N`tHxC)f3`SEpd1iUY$tuW=5OwBHw&17T5ZA7Jow@@xz)l zFVBzH!02r<3})ArELKT0+J&z*%(3dhF!>=`=`HJAE~8UUXxL|lSPJj+-QsRF{?SKm znw-ZHuWRKB(d`40Eiitq)oV3;ct;F;mT#8FsTO$or8d6udkpWJ4du&}O(ue8wU_6w ztI4p&)$IFjuk1{`t|>+*pKu3W@H);c6wmXdGv_sa2$!rg*$df>S~=nHQg*$9E%Hnx zvHCJdAHoxp8#TEstJ1M4-aJ9WH}Q9$HtOm(CsK9R+YStT9Z!<|<^pYjd{DQDnLn zqms4u6ZaR=GI>P~GG2_q(R=kgn3gwc@j(3eAN)FDTroIZiO0#inU!qY3L@I`teI@Q z!^xSaT`%Z=t$&qRvOQosVSe-f8QPOo>@qAmv0#M$1B;qsd<)DthsX4# z*({@C_QXC|Fh0D?w$s&_s)fQVz0u$AihbErcQCJijeI!;d=Ndl7x4R2e!K;@zTpiU z@Ms4ntYVQxxHAW%cF^y5yg!<}S)-Rzu#&sCkEnGXZq(J*m*Pe>*7}J?|7auUqaUfg zZ}d7tj9x(GxmE`w`Er09dBtBz=}MB z`~U+lz@DA_X@Yx|M5{gOjAzT73x6!6`swj>?Aj+P?9y(|IBCbeMU3eiacvm?dIc6U zdBzvY7gPHYwQqsPY4q!<+%&wqL9bhtZ>)BA5#j(oa4$^m!oecy=Dllj`hO|*f34L8 z*jTu@8#RqxxSTN$yZZM)V+## z`~t_0v^tvf%^~?ADeorJU>3Zj!1s&OaSa=mqRT`+vRaKYM)Q{J)t1-qN3(K}%A2v; zEb$CBUTS=P)#r_{SV!lBv9E<%`$O=qf|=1gTwEyveW(0E`mWD%!+c)GuS(PH9QIlZ zm9ts@W+jeLx|4asOf7Wh+x2|6%!=Pu&>18~{>^i?yRw7tf2fbF?;Q?>cht>^JWs=D z9(ljwpEdQ}9Y;6vloQlR9-ij@E&|O#*j`>VEr+=y`Q1V~Z^Pdc*e70)71%9V?o8Kj zb}d<9bI#kLtd*>5wOHvpz2B#o8W70IO?iHw%v#yomve=hz&Puk<{2IT6o;28n{$SD zv-1sFuLir1Sl}KlHWf><`|fKpXOHpca5+$^!`;~l)#R7FSli2dTe$#sS-*D+hR+~T zH&Nw!UY0pQ)(VahHJ7k!UsC<%|C}6fCR<;Nt!qip5_=BQ!#PUcL%Mfx=@l*9%PxPj z{vvW8L&Hvbsi&;I8-C*WF6 zT^N9yDDo?zQWQy%AyOnMC1gxQ6b*zF87e8sluD5(8k7tTlp)b1Q>G%KK?oJig9f3L zT>t$XSJye6?;ZAD>silQdw=h{_gc7ki92p!jg5G>i0$UF*+M>)x>`#xAgkmn>8rX{ z+dyucwl|Q!lVhoZS(GH3`Eyl0b|>r4q)=?jC)8xU?A}Rz!mPs?X7s6sh4+g2H`2GIp7MQpC=VKjeIt3; z3iFjywcN~=*ZO-M&uNAksfD=79m&}`v>+z!VWE~7oVvub$Tk3b%9EoG`~AtH)r}2V z7w{w>yNx_6ST;{xnYbuuC38|Li<#g7%59`P3w-6qV^6yYq7)0W_VnFg9Ttcg- zwX}zZF?%aWU=j-hrS3HKd-$L~P(Ql1jj&W`jAFjk25Bh(i>$YIy z=a_jKtIVK7IlgctruV|H2WdBsWaqi-R}v&!!L7V(SwZxD6zjA1af54C@vD`%{sj+g z#~&K&bG*CvhwBsWOuhTkj&8-^qCDp+(W*6XNsgJj*kXz+QrR@`q4LgS0{NR`K`W!( zr8K=&JIzSD1bW#WekPeF`n`pB=E-bR5~lXUIA|ps&3W!m&f#sW)(A#tKy(A&T*D&E z#lV(qwHND8Csk8CUQdGa-Q68Olezg)ytql52kB)ER(11lHe|YzA?qXajb#%H|A`X^ z8krZ-?PK$e8m!q>T$u;W)voKV%|`SuE~0%5kv$^Nt*$-S$h1lnYl?eWxq1ioz3tu& zc=3{G(M!zzon6Awyl;IBr;D;na~w#OrDkL)W6XJoz5W$zpA|(LYU68uvz0bq@%2OC zc{o&)Q*@Y-{CX^#BC-r5$qVk!^TKn zG_vz|1;0t%hG{VQ3C^je*p#mocWx%G_9n|JvSdF*cH*WI(qecV&l;&vn(v@Hv9qr$ zv#R7w2xq15HmH1RCU!nVPi42=j>ev4Y4VMBPZ!50is^6rsenae#EEGn{{?=HoVkrQ zop5m{U7msG64#Y7zBFKoGa-BjhE4K&0jaO?*Z%%~j~om6M}Oy1AAL8hQbp}aaulV< zn>;ibFME@xE+!r-{v1x0viR~ErVS)_S={ZYl~ht%2)WesN%p@h*)MDEFXlnVvwb^v zbZ7UOdQC0c?_77Lqi5sxfm+FTtTEcoPV!+|dcrum&bd4vJMlEPnElxEz-bmMh;$>z9sduoR-$#pwUG*ZK ze@X5_Fv%L*FWjBCT4N#5-H{drPu%7~r#<;oai9x%e=dlg%l&nu)=Lnu=wbTv{ z*(+Sf|22$Jn~We;StQR+lda%YSMHWLm7}d&&P}!MOJ%M{kAM3HcqvsdcDG~7xnB+U>eDeO5~8!OnhGRu^q`yp`r)VUJ$ z{0Bbg!1hd@RKlH|T``Y^vY+cfY;B>X(t1l>_&l+=5f6W6srvpul%?LsqU?5Pir*tK zVFAgH!+`^#U(KkQd2e!>9u47m?mm3>AbKQ!?SFMdFJ!Y8JSb1Qo^qzUo_c9>qTcRv zCaW)g=QW-A<6K%@520in$o##tpS*oJK*V{$@6Bc-sg%5*`)**3=i#%B?jy+Y7^@{S za98qYy+^*;wx)5aNM0u9CJXIDtX-0vdBd2j;@hwwH8Vb=MOCtW%8K8+q8uO18nJ1( zmpo-HNVds1vC`+{@y(i(9enI45v`naw-t;)`)OgYW2u_F!OvnIu#+t^gBu`fKf{JI zwDk_TRzfG=Wlm!8S|U_dk9@{j?eV6F7?}t@1Cn34^E^H_8YTltHid?B^;X%vS$};3 zE|!9SX6C!~U4~7v|D`G9zGuPIMac8Y2Yh$<8H%fMq#q_-$|qCp^ad<#%4c5?8NLxk zkHvs9$uSBREm~<$v7~_xzyWxPOmp;{|j=wPoIXE(uP)_ zLhB}RWHS3-#%^yzBK57F5i!>5c@f-G2mM{++m-O$jGO1s;&__2fZ+T5>Jj=R?|2c2 z{|4_$?A717M6%gtF%_Y;3~QE(f~o2Cp;^X*Ji0S(w07;$`kcV-g-AQu)q^o1xm=f# zBJsaJR66pF;q19aWFAk;)c>4oRA_D_&JK+W;d&JhYfA2VH292F?`MTc{9%}$v-0J8 zmU)V<#mVy#1fOM_Wd&nt4UuA&i1C6J_Jvn@dW@iJvPh)5)F}`Po>>Wa0v+}tR~ZbR zR>1V9X|xOb^47Agc8bBdoGY^SW*vqs7cH{G>_!qRNO1ha`WJJF@C&QaLxS%k*7SId$P(_Qf$VbGt34XvC(X(l*5x$n0?RZ zVxmA5I!wcZye)nknyKvFlunQ6DfwWYW0T!lO`fKOP&`tr7nAfj(eGC+ye(p;Rzq(i z=01F*DUHr{U9u-0hQUo?)knlzrrm{*?d9&0_>?Su8%XzS0kbE$VkI2MvDqfalbJqm zBW^dRN|oc@()U^Xo%1Y5Sbh_464N2Go2lHLJ5u|=+oB!UwB===0oGdJ6 zEhlpu_tu2_LzvZ?W%G3OTGwBU5vlIe5jT=^x+G+h*`kG!qzXG^JQ}K<<8U^kd>(= zcK?D=KeAsxe5#2b_wmxPIQo|;*A1FuS)d-hs=4wc)=CBG)}qusT7H0*smU>o#82z> z9&Ae#szj<^Xp*Y2Z42yH0ZxbLcadYoakmX*AE3=9M;c&73x4_-ub4r%@_gh(T)qTD zroiO}{77cNJOOXW20xHto~U>_y%Gn1((c(tjpU1Mfjiq=d58Esfxem7zJa&dCtQ@z z4K+Kh$MUa|_G9eZMv}wX|86?G1e;IUzO^<>iEl+opH*1Nh&J6{RbcTf+f^5jSCQm> zEiI-;3o?BTweNUTE7wJi{`~1iEe_`?S+#Mp_IHY)qxoL;HD{zR?#{F5@drD7L*idp z_BN63D}K?I?60z5Ru_GTrTtiTHe7o1xZ{jieIZld@&0(cn)O~_y^ZuqbpO=7Cy;-% z2zUzFo@B?l{w>q<3#>K~<_FMg8x8yEHC4BMHdDBe#b%KtJI#-VNLKDAM|@VAr#|%c zu-VUjf8)Y6S~}mobM=vLJ{#efys@ol|2Tx!lOj7;Pbc+ltaUGIXBLxcS!?*|v8+>q z7ERcsGP@tE%>gvMP2crTu3k@8d=E-5L+nfT z*~Xj3VeEJc<%cpu6rqZWpgA z{@7!*YAkWbHI(jEg-GGz%j+j~3DzP!yhI&D{hsa%1 zM1Re_J23H8F|iMCTSCK|Veu{GwmR3Vz#hHG*NbL(miq`V%f5oX+RJMHE+TeoI<>{( zi%9b0A-a}Eq!!M2t$C0VPCi1c$PPcg<&uY>Sxhlsd#e`D;-CdnXt~9_S;C; zMLVyN?FR^Db@Bg5+JGEakST8x4#T0w5c!wp*&{y`Q(J2NXjh)X%P(c;apGJdJbn|8 zPt(hIR{VgJnKfm%M=E@8=+rfr4MB(ggdde76UR!Un>bdNk$_{;@m0eg(%$M%L z-H|L5w&$tN_wdech#8J$=2Q<`OS$g@R=$>(z{c|K<28MyEwj$cEU7NqS>x2)IO z39q(BsjKkmL%p1c(c8_mALirng}tK1E@MP%=v_vqemv?kdZoTl)+THzKsYfcIo?yJ zHTk=s7Xf)nkz~hd`{Olw7S6h#0WgW>=yR`)AOBtWalCZAm zoXm9}7x?#BI;g;t2f5Em*D&(d(FdzOUNO(f>hgk!ns;Fro%#T&|@<*uJ*@ zx|xMcrNv5DP2~%hL3kmQZqaw%54R=tD}1k`duEXRh5}oZAY1B9Wc6?Aul1vMDOPv} zM)w<~SBh;}JO8{82`{DPoLg!M>DNFCfdKL=f6mIKc5(^omWK7>f%Q#5hXudcCl6x%Ra)FQqZ{< z+JEAFW{>N|t^xjkiG6;6^@pyl59Jc9p86We=~7tVseQA8?%AK8O7M5`r5f1Koj!R^ z*b1UWSiFw=>##}IMs$JeA}HNPl2iv=41;_}t4Yf2ub)SQT{O&7(d==mz%%!X7OU9s zC}*=i@2w5#j>e)P=f|L{9S=wx%U7)>}Jj4w0TbiO>Vv4 zdGbZB`9aGUYw;;wGe(d1vdl@M&gZVmd&1L2-7#eD1gWb;q7!MDdJK81v6q3?{^73_uv_qi-eomv6$$POp+bQ@-J3a zVaZBbybCWLa7`b5S1XWV50)gNp69!ec_xtjY-O>bl7HP@v5>`!v+$i-XvXGW`Udlq=u!(-M~DGSF!x6c$r`g)$bK{Q zKEb)oM&71Im)l{sA1=Jb#w{IvmrjfL@Bhe|@3?s*bST!8f#OQq7t&87dKM!0D1ASR z8Q1HjB#VyL=TER0Mbl4Q{h`@N-mqtHcxt(Jk2lXXTC~EzmGnJC-#cOP z0DI-R?p1tu2DF~RosBeYK)P4;dxlo?ZE6-tl2zmy2-XrWMq=AKR(%BCsgYL^_N%e- z6|vwn?D`mjZAE~5pU&EX`&j&3-ZNeFU#Hd7Vps~-=A`*rtVj;94!^;mw4mQ&&Take{L8+{5axfr5_eLwh}KfjIFD_ADktG~tb zy!|*57MY=B_4=E9w!FTpIC7}B?fQ6AG)rZa6+ECGf0&|&Rgh2Z$z$L&So;%c zFq1XcYJVBqe+H!^+2vfU%#7`8_RD*+yoJd7>T&Gw7klODf7b4$D*Q%w{Q{R%t=`U) zw`yw-sT;D}6+G%G7HF)MtV-TMy9u~6#T`{0SpcbGtXvWcQ)hJ}9aGWhU@e?N!mQRi zMl?D`1RaL+*?XMYR?i#zwz9)SdiFHdWsP)EHo4RPFNu0j(k9QWmS`_k7E|@!I=o51@<@v1k(lV|BXKyO2x z%eTC7M%0GJ@UL7s$MHTay9Fk7SaU2dE=sr6xbv4gYtd>jw3kA0oEB4$An$bt8MCqi zGZ{davg#e!cnNH7f@Rhu9zfTpSa=U!Z#A!=@dXTKC z81n+_R3`nMJa_?FPSN6RzH{wooVwKSXozn1cu z8~rW`%Q^gi2syiuZ8mQmg`p?n_CBz0$FF}7Bbu=Be6gb|9^Sz_4}@MgZA^DHoPsOLqj?9`ix*~jvWtQp;h?z4;pH~CbFU3QXk2d}+}^%i2> zrI=91NYYc(NG7%0w0{t(l8g2%Qr^vmU9omMG$)gyK87@Kw3v}~h?WXt#yLD>DBQ9O z_(gIxXM-6bLlZ{y>^PC?X^m z^AvYI?f?JsFdgU2VxvWSdK~47Nv;ki6O1uJFwM zra$4n*XPVj+LO15c0Y&JAvp3LyI!L8)zCg2|K>vbX4Ek9+G224D}BX>9w*s2+V88k4kE`N{O%fl{RYltrR$Yi z>5X@5*{3bN-r`9=VE*&$lDEy9-0>Tv4i#^*XQh??Mv~$bC_Jp45^P=G*w@&(!(8)> zzx(Sq)nE@{yF!rs)3I3vOu1C6$?sl>JfE;q-if7xLo=3GMZ#+0-8$!+v-wT#nc?_j z&Q63)vNts33#pdzqUe~l+n2IsdA4cn-wyYt&OlG2MDhdOjrpnXegd0h2UGGex524o zs_Khnv)s{4T-jl^dMJi`Cc0e-n~lb=JiW-e^f~T3!PrqjyG6vmiDcf7UhDOge7;RF zH4&_$81|a@{9ks>D@c2!So4(#b}3%&!Sos=n#%ggtn?Z7WOdb{TKflw=0Nek3^KpC zq9gnE5$jT?IT^*0cXb!v-{0@MG5&vSkm|&b!nGZX&DU?fyEKJd^4H(V2QMUbFLE!# zpq^soSCBY^^r^4|J~u$5SOCYGFXp+$Rr5wS1{AL z1ow}|r5E}2N37lf+md%W&zO^i@o0a|gT@ke%gkrJPuZQC+?ijJ{WHN~VEgzm{rG#=ZN>#LFYUzEQrA={5^-bLHlX@8v0XV53l82-SK zyXl#I6F+0hx!PR@qZ7!PT1g+e;$ZP1>%%AVRF*NoL#fBsXpI2O>7xOpQ70HlzUT& zBlQM5@$3;SpK5gXyXpz;EfGg6Fps~QvI+Rkw zCVOlv7hE}rq^IG`WU_^QyWMkwzdOS<`>OtDj41DDV|sjuQ^Q2lWRahbnFHZ}Jr367 zWiR380=RXC;6}_H!}1gK@SB;~b$lebt-JBb=d^L9m~kEpEj3HYYTUo*y}-3I*f>|d zLCFl9@DbPu}bb}?ulv0^RcCWt==xxW(K ze-(4OvP*KK9EG1vS^o(**May0c#v#fnLA#NWo776UNj%5m#+$B&hGoS{hj>{i``yve?D(zgRZ8PiRro??rlO3B{7+ep0LXc61mfFT>SZLH4ap<4wFmcKq{o?hzY5nT(0fece-OSzT~}Vo*8D1Z)-Re!rN&y{FEpCz&p<3p{XsF z_cD9L(m&X23>$u_t>o;P422;i*g?wdTuQa)te|X2!!K|%`{%lecB{#^iu7GEKbdDf z<$wFb`A*T~X;-Yky?pz8&q&sQ-4cmrV8j4zWXIzfd?7R24F&(+@^|Wwu5mtlZR`4- ziU7l$y%9H)8D%899Emd%wOA9v73rThdzXX6u*+JHJfF%&MtB7TpUdm(Chr%M7s@GG#mT( z5d*Uyz8sIulf(~seV&}A;$*TtUk~9D(9QS0RIvG0UaTMhZ%q+X3NKZ^t%apWrqOr>jO zo_~+Fn!0l_i@vPYN!qK1g|*ncJ3r|!Vx|7cL~*%4KJ;^R6MHp;Y}PQHEVgtcRT+}b zCFeZYrb5v6+iZ23tz^St@E%0QAvinV{awq{}l0|0t@G@ zLwVOsVwHOIh{q4o<2tDRAhyh;_gk+1m^_8?=PkaGcTgR0Xecfgf=sHuW(99qmTpGo zm*9Fm{Wg*HN3C7%o`puZi4a~2(e>n?R&GnV}?n{_JK z*TwDsX*0Rqm-()7u0AHa{xLkNhY?L^-Wx+x<)Q~I@{a#Rw!4i_RwUhX5a|N-oWI5R zFF^E#~NcZ2Ud893?)aR`(f> zzb#&_!PD1BR>YCRjRt?ieZLIvoeKj!U zU2SI#Rw~`JaqKUQNCvpONj8raXG5p7&;K~n-^`=3vHWb(B>V8cJm@#a-W3B!^0y=5 zd#xzEO)rWHG@m0g2 zdF=hO--qcv)zHrH=>zljvqha=@GIwAMJITEje*Id`~e;Q!k;ZZ<&8xnx*h_94sdO! zjnBohnY^RFsBj{$t!Z@nldW&{IhjsNy7D%@dnzq5|2*5jlf<~{bT}EtPrCagcG-!0 z=VQlYfBnK2CbM62?OZ9g)~8<+Jp2G!nb)kMd8&Aq6mDwE`WY42m>#2wJ znDQ@f9>`X!j2VBE_66GKo8qPB*e{6fse^pK)_*5kZTF=*MHQNDfMjo@VsBSHCn6Un z{Uw<4sJ`pECb2qI&Obo(YU67$<84j7ea#Z5Xzd@oD9yhriY}>kT+>V=Ylq6={oi=8R7A=ykGwm1 zsvu64F{=FP{6qM(mBpSX`DSroxZi#Jy$;{r)N?EM{~`)JOv~g#x|Mc$6FSVSA-Og0 z^nWiH-ETC1-=~-Gb|4-kBSm$LYGN*t{iewQJK679V&c2JZ@AGWD`gIWcPHQOD~KTn zx_c*EzDfGi-Fc+`FLGZho&5&6cUY$-nV;tM$3paM?9aaS6IuF25h>5Nv-T*vAMO+# zpBDKlVfN!bm(^pUOJT^iVclY^_^?qf`-}Us!vZZWG$(n((E%cF*7vP2bIA&%zu=Y? zG95*Q^V#uF{@KTs2hy_%<{X5pd4Bace%?>Q%_UH>ihm-pdgSg^b^ z&Heu)2A&Ajfn@y&LsRi9t7?A7hr8Kx4m?Vbd91$6vrzWM78hGr(6W*q+ClLHHduqX z3$=Waf9tTe5(#!|B{i*nbZu91PS?g+{NsFxr~XeyxL5U8&j`|te^+F?ZuINL_kM%^ zsWe^a->0N&L+&D?z_mOed4*cD)R~Ty7E$kDrBsb9EV9gGi49ma6K0pfHtR_L!KH=T zOD)#aEXchUVX5|+c5CE7Y0t4|ZBzMr;(n<@}%|7oF+~_z&6!k*%r4)uv#bMP4@oOhg~m- ze~woTSTtEL?=`MuHTn>e?+=fXu)GmFwu}7_lW-PZ4m1{Rpw(L<@A2$4j8>aT)Qs#a z+><|W-<4khOfA8)m3u5-*f|36hvZex6s##5dN_N|?6@k`@ z@rAY3RZFX|x)Av`8jUW}XMHR?88gGk@>+aad+l5`3=b=_M0QBlVwvNN zNtp>|&N7N_*@sY$?&FOE>qtKguP^4?7t*Z??>dbH#Ua|q-3!o_S4WdXI+UTjaUY zRUK)Uy}!HY+Yv+dAtl5x#*A`rt^<7nAwpjeDr==V5w;5z+ix92! z_K|OoyJ%g=6(6%>F9>hpJNf=l0*j9oEgsij50T|tw%m*zd4qK&O+RraGoI{=PX3Cv zY*~d>J|@K$$Fq+k)!^@;-SzJLie(RlQgXL-<1@d(Jn!V^)4ZDdOF6Tcm3o`~bi$Za zmCC-HKF(a~$Y>F@uXA7P{Zf_~tL0Z|w2FSo?%CK}ldf2Z(;%xp3arS@ZT z6eOqoR*0W%R&_P}X2a(#vxh39`?iCrRu85_E&nwGd2&q_RHG@pA`l?h+3wWBeofOC7W)$#k6Po0Zj-=%4Q;sn1j2 z(Y)bJR;a#wrIM&!3NpR)o;QJSu|*+g+OtYM-2B@eJ0Nm0er1*8?Z$x8uwSdi>|m<~ z^YzYe)mLr)*o{r@6zdN)%W1`8uR^7bc-2_jg`ts(Za=a5&5k@zhsR)ai)*uX=y37r z4Vb@#OB;-YDP7ySDz%=v zk@H*jEzKM2kZl_chq>z*++W70lEWpHX1-R{)Zlk8k~_BM__fjir1(8tI=2ePR@cfIQd;795Tbux-q{V$)o{sfc$|4na_sCR_fj#VkZ91Ib&^pywtC3;a2fuL z^}D1#pLR!9Wh67rE*u%h6I;_Jd-fj_1y|zeLf2(&K?61&Zyt3kOAY4%sX0EI^vN?a zgGM(LM2GCwD@B(ZpjBAh&KmtI_-j!J%pm{wJoiHVtzylZq#gpHzU;V#S5z0R9u+yB zBK0;LzT4-0F}Mdge{%nKM!u;me+VW&MBc1=`9{pkx{MKg>0}XNKHuvode+0BjpRKD zBl8UU6@Ay#PU>7yb2BYAXZh^9sll$O z9Z%|G;9CK5pWY#JcmeRF6s>_2c+ z+VObvI@$ju+s`EGM87B4tOS+}Ce1&jpT|;n!m}mK_SI`@nKXs`iO|Wry8pp@8!2nM zeueKq*I`xG?&VGWC-j<$&6koab%gR1x)Cdt(N;r$7xU>xo>JW3J7JR*Y3GRnQ|SJ_ zv1S%+lXx`vm>nGXAm*`UuCA5AFdWI&hl>Pxw|ODy&vH+46TV01)BGgg_E=Kab8X)6 zPIAo#JbDqU^7gSaJ1^Ht7ni`F=?L%N#hqlNPes4$pmIF9l4C48 zcpI|nt>m2s!?AqpRz5ae+_{=u$MT@9Brgw*BX~jT4;;Y$_vkM*qGs{%s2S%xc%rKu^pQ1ohwU#)1F=UD4RgjADBj*aj5MfUog1f>PI(g3TI3B9+` zbs4lZCxCWM48KWi`wZ5F6^;H|+7XBeNZuUEtky z$-0d-{(IQ6h#vCO3&hy=KKN=2Vhpe`# zLGM-=+=Mmf8Zl0!%}#e!XN#)txY)hP=9>M@Jsq0}x9qe1O)sa4I;jCOk>tq-b}qbb z;WzDg>`Lc5G?V(Bm&NxC&4nB^o8$>Rjj-!Rzwwe2{l!-Nb7wP!!wC zL;8MxzJSz!V*MmhVmw`^IevjYKjI-5;#*y3e}Y6Q@hy3m7qE40oY_RCWun(QEJ@Xk zvf7zu{GPrZ9KKqlQIa}v@(<|7wO$4~k&$;j$spn2CbR`>>6sITg%o`z7 z#YmO6B3F`XHLM1S7tfLGNtRt8nx4+f7t(Mi@4C!22ea69z7(Skz=7@fiSg0=j%9Fl=XflD^7w9c@cJkD*haMo&K!dksU4nth3kweU0AP;|2K*qJ>cD& zv>%Y{Z1%11nhTw2<@mmQX*`7ggx4`zO8ueX;#^4{c(~YhJb(IA{LHt=t?wl!H_hxYS)D!UAlgZO+5 zO6Aoq*~fAg=<4oO7&WB8`>TmQ^Z7wrd^l7473us7$&Q1pyeCyAP-ht}l`n>@v*}wOTHqXWU zr|9rIJi0(OPX;c>%w#n>Oq+#R>UFkHwx^?7R=e^JJMp(eC*EkcvV&3Kl#2emkpAO zJx?l5BJnsQ!YE$&4EbmIYd)<$64{R8B@dA&Pc4t;Z9j?;Yv6FPc2fx>Z}^Y$lX-12 z+m2$Fpi)H)Kh3>a%{c>hBj}cQBaakBp`S$7^YP&by&cbk4ku5l8Ma}Ye23jbhC%!) zwT+6AdnAjWqsQhL@Rt^n^|&EqhGJdv3wPY* zpyw7MZt`vJV&Q!-DYa-)b-BAflG|gpQ8i=FN`ACdYendA6jo+_I)y!+C)*#S7%m=c zfyfhBSQ)rX{Yp(Q@B{zCXr*rsBn;a7>+?)Y+bdan;~*uY1G(AK;MvDOn%C zl=PR8s6v5dpTLFW@EFdU?$BRTQ80VTvzE4Ffps2n^ia(G+CBMBn>+=h;CM6J)Q9mJ zavUqJb%Ni26@i|o>lBDr;d4Xvn3^hy($7#OkY(*$UJGPsf|bQ=|c=&jwgSSt_tny>G2>|d5RQa5vp>x!`AX)qtf=GA%EGQ8MB?l$akus+_?*O%gE-ZOoMD;L7Eh`Y}t&lc@h zhF~&cUBWtDUGW{1MzGPDKA#N3JoBC4${nIx5%xM4c3<$z-d@Gz3a)ySq}d;SGpSSg>>yW-#-E~k zI~D?K#lb(#IkMKjo?ff5!Mg=B#&@w~l)smX9E&0J9UcsGWHMR0z#=uEYKuWN$y5qT zuaT!IYi%N3vhJQnswKQPyVGhw{T{xP`i$rE;48KGGJ8IT6B(_Ok200_@_qDpm?R6v z+xT@pp5|**Wf?PS%yEKhcf3ynsp2Y&~tg7-^e z>5F8m!{1Zgs17_n(9+$o%ZijgwEj3R-c9b_dQZ0BVWL3ZDc(%`tfSlFo?o@O95Y5j z;u^gjCzk!7<-uB;PM=EpeS;@H2A%b6T3Wlev(sHT)r-U{+>ur2+r{6xux?c_;-1L^ zCyKgr^!6!6W-nT5=It;3^`iBG^v#>LSNz`Tj^t$Ct;Kl7lj2!RzMkE~kI|=&QRq1B ze9YsX#-7w*N#>hpNuG5%KfyXHxzF+cD0k(_*ckjvp7A5FX|A7qCoUEJK5qF{iPCEX}xsAo8;TeGxTAsnp%3jZ(|}LCMvrheZy+0M@jZzA;`smAX{{Ks!sv57IhK(v*?!+}$JT=Hy>~f(E$%)l zw%kkN>!F`KF{vQEft^>7<^%dIchzfJ=!kQZu;2+-On}&tzqB$kTMzLU?9A3^B+OSGl?Hyg&O%+^zl3`NGruwmnwl8CY+ve+}n6^9%OR zxc(v1jd9O32c}<|aXZp0xo)3uKHs?(`uPp_PQ|-LX26?i__u5ShauPa86zIQ zP%t~INVie64et-f@iC&xWk83*;rd^y>=x50C4f&V1~dlfSEHIqz6`>}p*X6xM~&7SOy zEYOV<_t7}Hn364F4-EI>P91VDV5JspUftP4wDK=aiqf-@Xjxo4%e8hD3zgwRuZo&^ zkCZXxbn@OR>TNYDoW~y<_CQbI)494JO=}A_v zJe~XlW7e?2ff(GB6&`?jZMNG&^Nm_uAR-MVN6y`Wowu<|z8g2-8`;ZUNXuvVt0bOf z^=&CVcVxARB;HSa-)x-RL#k!iGY6Yy@W7dnzJ(QgU`W>MyoSN?usQ6}L&SKP1TAS> zO6y_pGo&u&c-GO~<+{8PyIG5W(tV&a?ab{)!u}f9)u-7}(9fI1)9~n6jH&33gZ(70 z$aAilNaoZ**#L=^Sa`KN#*p(dOuL89*_r<_(~HE6rnWB6%3x4U#{*CcB7k z#klNh-XAlULGNy?Xn~gt^>rWFvzOsuY&pjGn$o7E$`DWRnrQ=J#}C5Ol~qB+$H85K+6?8Ht{#B3YL)W zAv)#lM`!%#jMo#yntNGvlU@hVWIoB?cciN;4}wSwQgmbK2k|7i&MUC_Ret`}R$13h z75}p%`ZL@(5r4C9ICa0KWBzW}jC6l$RFvjpsRZB7U+0TnFBz9oF>^B?NJjfx;hS%Z zCpeb;M&mI%YZhv{`bD#+8~Ni;Jn9^tQ_9^7Ae!$8^&onmb4wlR%A@Dt(lewzpVrT? z)I}u9YL@uf(@^LF^GIjyp^J; z)%<26e5+wfebMAD^N6l+*vwb*KC-VfI~>WI?`F;y!Qhi=ow!qryk+>x``Sq@<#CwX z01F1ebE;TVOZ0x0w3lP+~?R?7ZUfdXA{d z_~Q2{d@u4=29`d^qEZdPUYx_@yMM*w(i1zXg@dOech<`=c{&le{^)8Na#YY(T zU;V>;=eV71im_)WJtv1~N%qg0(J?$e>jIm&zKouJaLR0I z@qe@)i=;B`xB5;Uh!@$foBLBKAn!ScvRql?ME0kjhi~g}Fwf8K6;Hac$;0m3>Wb@) zm`hl^5t(|yYl(jub@ImePpzgNx=82_vP14Wr@*fLKKYq8?7Buqw~Ia=LC z!`j%A%;}$N_b2@<)Jw7gyiVpfe6wuMQlI;j3?mir>0cv2Dk3B|*F_}wf=$L~t)b)7 z#j_?N%}wMUCcfOylArLI<}{p1>PceI)x2OC1lAOI?l;(wOha>BmE7Q2^Yb>Vw!`EL zM4NwH-_6miUd;Z6ypj1)@6TXxR%h(P!;crUKP1zmTKNIuBU33H^LKE)L6BIy)<LB%l=`x)Co^=ZueeUCV$w8Vd-Kh`K*BG9x=cz;S zFf9l8>4$~evE>{dkZPVEV@wzEEEO*|z~K$tDNmYf*k-hm`+t;L3&`st#D>F&z93X5hn&Sm^G<9vJP zr_;TQqnX2X!tx9B+J{v6uJ=0WS7OLL&W*>RqAZsz@I6@cNK)1z-6{IZH`F6(m@HgR zY2|U=Gu65HLw1fH$zSiH#XCL~7Qb)ON9vunCE0-(aKEvpuz&lCd|$yKIm!0p*BAJG z2TZcRVIqw`g8OPnr`lZ;lJ(K=3r6gNMYFw7EDGJx+IY@fAhoXtX@9o4$_wP}AkJ)| z@fhgrYp!yp-{o;J-*vuX#a3GGqWzVm-hs0Rx%y{v48x=`bZdZjsqkA&M5zMHOQBO% zEZPryQcEiJ4C*^RvtWMqH?F7FYE}(@ukFi3gkh|*m&fJZ{c>_%Vm!DBm-4)5C{C9V zfp%efDL%EB2C1x)Ra&?BJPQ`Zow*mTKZ*@4X#S@An!q$~x`*=AFLC@|a{bJT-T7jk zAAbz(`o_OfX2PfP$)?UEuBQUXx&oX&glpD9jlj~oX;U5+AMnT)82J+o4<_Mq^T02~ zz*Lbar`=R4ORmafTpuKIZq(Zj`afapO{R?7NPRggeuPIY{Xc})&EdPZ@yG0$I1Mg& z`d3NYh4J%QIy7RX&aNxwUwigVrQ2>emp$CcNRwIQzpV1GKKsHdZ`89+>LT2FLJQgb z^B~Lg;M1~Ti!T?&p;UCqGmQ3_zK-^twcDKR7r-^Mu++4B7@v=!Z&pKf#PU2%$f~tu zY22jeN7(szNPfm&Gvb~`f?{I!H>{G%7Z^+*`6X)|fXgHKbxT+rL*Kn{i?5%|jz#?RFcLrFuj^@)YM*07u)N1B!!pg?Io_Rb zYyE4uoMA+XZBrE^`vvY|_hdwGEwXol;>GOpKX-8RKcyyHO^ZhE7Jqp3-M>vdy zXhUAV1hZd)Ojh~7$2O@RdOd&4`p6$Ja}=NJs@I)Zo!kJ)rQ|NHEM=!;N0_MH?8tpXw9T`Y zWMDncUw_l&4c^{Ebn9;%yNXxcVeU|xPTP6mVmJ?CxvWo{;ohYr{g|c?l6D|;^PTQI z8XYcDb#(4>cF$hQIlR3%z0cvDdm()r=^wBAoW6zwqi$V@RVUFfpSqIjc0H}s!s`Y19>Fh*;>tuV-p14O95AcZck6AaPucDMIW`^W znj_(r+CNv)H!P_kf(+Dq-lhNS?9r^zgoiEWlgs&YzH_~fUs+d|jBVMm+rYe|pJ6stA%8Og_ne249REx#vbq344glkue7Z1>97rDx?-a3Bzjv323_Ni^eI+UKtd7Gy( z$!yghzb5k8JpX#v-+4E866tnftRw2 zbma?}Q`gn0@Yxh{spPkuR8wi$0pA;nYtMM4sNNi}Ojk?(PHyd_i`#pGhpSJGN*O>+U zO;*dSbo&{T^X{nz7T-jp8(d!%YT3P0n$tu%0^ zCuS9*{cfnHQrI8}Eg@%WLME$a_Age^%F(pgSDUFL{2fc5fZrb)pYq)94H71QYGz$E zSUFEz)`)R;JH7)e8Z!{`;Ie zL9gGqueA|uCBK{t$9FI=&!#7lU^zDBoyP-o{S@D(x~CcW*Nf>-lW8%IT+DurSTMWJ zlj*d(GxM}Q$?Ua;2=X&tCiB`d^Md&#A41Z-Sd={0pVGMoiIZ_N`M#fmaXJ3^6^ZWQ znR&aE99^~8F>6SV!pFz3t_4i8pLQKyCc+OO|8I`0q3sv$d7hl#(KH#eN8tJQnA;o9 z^GTRF_g&8B32~l0WN%Gd5#~v_Cv(|oHcm#3teP*R@Af`jf*IL6*OXSN%d%3ti$sWX z*zjBOBn#W^JnVZmOU~NSq&`7^rFi!>&Szh2SCQp%QE{`jPABXBuF8D>MzR*;-#>|V zFJWTp2WGE+X0(YlEwG}b<2~GWh!$5ANLdw^juy49CHua#n1iRwXnLG>hOqrju&4@) z7ue_new-YYXSk;W#*fs}4G?R9wf*?W2Y8%Z)kC#15L23KA-kCev2}aeUM+TR<3-89 zoQm#Q?U$Vz@3LDd{*X`KYOyQHQYWE_e*SdbOp#|Ac4ZxCc38G`WVoLym^%e;iokR) zeXfSWe0HDhu1iJsmSk?NuSM+mx@)%4J=Nmpuz#vjv?TLb%uN01WWGG!H6uid7idzR zG>^IVL|7El`n}Gc$eYgc*O5l_pGA({G@r(T*?D@q=QhjPEIX_6Ei&xPJG!IrxfmN{ zNBT)(c1LU-NT%c?zuo7>cRNqa)8i$QOQCf%S`6vLBgHgz43p=lfZ zIEqhHqf=^>Wxql)`OWsbF0J1d7rJ2Y*=&)V$B*bK83(8FpyVk3lH4U(XOd_=+gNY{ zEt54T6~D{SJx@NH@Xb?1#gCxdi5F)tWDmXGP=U9|^w(uwBVcBS^MWY&j6-oiXum*Z)B3GmI36<67RRAEd9H81*-t z^NxE4sXM@~A4^__=Xw9}lv!!^?w&yEwLI%vR$GLJMWL7{WX(zToBos6=MXVwIGp}* z?*lZMN~^A}%Wj1~SSxwVnqyf{ycyuyzgVF$-T#K(e7L>I=Bc?lAEKi~;bhEzj3irJ zU&CJ)v3j0^jAENhN&6s__SJS}7JrkCYl|O+q53QBe};Z`Fb>rEAlPNs=Y^QGKilemF3RTvtH;FZ@Xjtvmxd4TslhxhVV#v)@2m>P_oY9O=pm7qQr-?wZO%$ML*3 zN!N>9bNPHK^!~*rCpmv9SxRXCQJ?a}vOOk^(r&)zwD(u?SWP3=oJ?*S=T`J6-z-q}XUYXqW+_3;cn~gssSTFCH{=nF*VR!`&<;m9MK2Hzg6 zx7NP=;e1w{6haMv~;O-WON;YrPB$X1CsWzdte0S?$;Z z7+=MwwIX8;QSy4nFQwrpdX0q1MErnWlN;hMvX6scp8KYT#t71$M~?m2au2yODyFjX zJ9t*X_;Rtf4}oxFNS9;NZ~c`De=lH0>W43J-GTUW8c+L53(1_l6lPzuW$G&QCDnL+ zC-cn&JWs8@>h${49P4s;K1_zbaLbDHt9V0Eqsp!9@&%78XH4p?mu`-qr{C;kD#`D* zlCc^zF4tGyD&!r(seZB};S=oHO5!!{eUVPz(BygSY=NVP``yO%4M{fHwGTjgI{E72 z%_a=`fo~+={cxTz)W0WOHHWtyucxdOe$fBZ`R7HX>#FV3@jNx8f8ya`_HE=IWUl@< zTNO1INJWxwXxPQ|&%r)6nhV2Eq3|u9?a^CfKD}STI9A`4dER_4|N0W9seAkqSwH3h z{Yi0)sG8mW`;)!|hD^bnM@5NWVQ{thQj>fyll>YaP}XfGxAFzpau;SL_FpWXJYo#K z48Ey})`}logkM?X+`xE!w4N`*ojHy@NAB$P8Y`xM#dkV5`l+94?r(sZ&xt8(^j6Pk znD;8#**D2(@G%KL*4wpgT8Wjm(mCroYKisBNSbv$Rbh8W!RT=xkG;Wl*`0j@j~;<1 zRrpLIZ@$@<6frvS&MvUa+WuE*{*d-sv)mg-=xq>e>#nmPn4RYJAlO&rILDQ#l3fbg zr^4k88fUfbP}mgae?v%rwH{W%rW9O{gJofU@fL{>gh3w|^%ap%a{eT9<(4e427Z6@ z*vs5ig$Bcoj@c7ml~$*c+lAFnx^#@r$mbyV_@yDx-q<6aS5`yd@QS~j)T!CtoxAer$J{LM3V`#g1?U8a}VnIURwRB#b?>;d;ji$N?-gqm*-dK z!P`ZNH;oWCiz!*LT89h=y8mn%kKl6?ppcAS$BV>So8Qje+2ybwNwXJukLWW=J7ch5 zi@Rp&ts`FKZTm`bqYIpxxvC*atHWcg&t3gH9UJ$s_ApVdrt9kC&`T`dT2CkA{RB45 z?ySD#$~%)u?0t(XyErz61(U6&v-XzZ?OYOXrpH6L9^crC5rf(75@YKZMzg7|?}*3i z3nFo1Z+*z7CQk`Sj}u2zJt#FUX2Gr##@xX2t;kXw*T%yqnMO;K{}8^G@$KaT{BC0X zz5Y&>tGq+H8N*YHr7)ho!+L+idnixpPp5;m@;hx0(rY>QWwq`w^OxrAd8S@cnPt6e zv&!-gEUil0H;pD;A$<_GW%hgpt!^pO8(1W_!6F!Chf8M%$oiFw9Zq-Ni@8eKW%V!sh{jx%C6&CE*{LP^^*?n#KSZbZz%9a;E zp*YO8(LPVHzJ~l`B12s^n=Uf!rRRLdvj_NXbIZ73mKp^BkkgGV#1Jo4tyw zoAsJq65}A$nEv~U9=m9A1xBq9;T~q|tPM)-vblpy%)Pn;ZtmL9_}f>rZl>BAKIAMUR%#Vc)`MV+0gnb6N?g}1SOS^X%f3nl7x|ntj&c4Ze{^t4ry-{q$i$}tE5$oTo zpX?_rjk`7dUyN|}S*{OLC4QuM+=QAypXLLq1OtZ{bOA@WfQH|HzqHBxPkzK2r zUG;-VGL9~UU24lzqEEgJA57z!WSn9K@QWUkhxByZS;I&3=H)C}XFb#_aO}s5ztS%2 zb+-EJcYP+KaZk*8n5B!kzL;2ai=Q|7VsgD^HZ>9d>%uHmv9h){8Ele^`5nibV{1#& zrsBtuO~meiL_W6VDC6nDCKzZ~8NId-Sm-j3W; zjV0Mfb1p=;^Uzd5Y^!p7CKkGADKC04XxidXUk-W2)z`e3a zmYph1_18uO`x0B`v&w3Jzr{aSvEco#u7*~jVeUAU*7Q)XG&-;iCU zYuN76Vcx(Fgz8tcDai+0u=QT?=pTG|-!p?TaH*+{ zJcX}J${y^J=dwkO1$VkKwLXXHZM6RnWs4g{u(lXm0TzdnuPh6k3debncmSXOz~zbL z>EW;JK0is^7z^Xnueli_sngh##czV)YW_Z6yQvv?A6w;p);3oDm#6M82K3j-qcyKTjT?WRlC% z^uu94(-j+xDl^D)u-NxKR{aatvZTnEITBx{@#fE<4yB*0Ve>dE2L3a4c^$&k;92+caZgo^HOXt!nO^MY~%5F3lIS*DlBE=qXv$2Z#hk3&x1y zIK7jUWoR`AKlWk!;xL-*_M~;Y>-f^u`9X9Xpr78_D(vd4)OwEGC7s>N+Q&lVdX{*DVdhtS?+Odyu%I~Vcu9v z$pHD9zfyhUXL5GNr;GvX*y4q`YGT`Nk5qO|G{@kO@3}aX};*%4_HNIRXod zp!)zP2og+s7qn95rF}t<1 zXYG9`Um*evEEtssYG*K%r;@1zmYksf%sd}sk0IjNNH#s+Jo#4FmBg1}-_R2MfbsH9(>CP$coQVgsVUZlbSJQVqADw1&y~|7?J1gqo+lO>G z!uQ#{MSg>gFM?!O{l!l^(&-mxA20^rS}`pD^Nmq7R*2bOGF29k_9>(|o2bBtJP*2o4Uxb}zUYX2+jg0rVVM*T2 z)MuebaVynHdK+omvQ0T?y$X$*X2##@Zx8#97o+F0%)R<;>~m(2pNkyd6j$t67i%aZGQ zAIzOqz?dU(W)xY5Xz_iRW=u|1uXC`wJFb+(?o_W#9*375OVyvOKb^p$*{AFlGoYSa-@E-?+BH>pS$l0|_STeq$LZ@?(f>+PmnP?n&b$M) zYoI+7(#g_zyZOXp0z8%$}& z8<|n}5k90Y_20(BWca?$Ocj_PAaf|IpY?MlU8?%zCt37#ntaHAnNODIWA9?h^RCdg zkvkn$HN@%=_-EeCHqsAac{w9jSbeC>a0?!H#-pr*f691wq5Mz*?=yC0KFuipP0feb zuzQ27UWFBzL0l29o`6{$p8Xax-r=F9_?#O2)A8nR7#&2X+{b!P1k4aOM_~VZV)$4s zUSd~2`hSFL*)QcxdSu74bK(1l{@xa+-+MQsV1!GqZv^L}toe#B!m(L&e-#Q-q5qfj zzlPEUaN5hi|KQm|>}X>AEyR*!k$zZ_wYE3Y|6dWbh~KZ{n`?|_ugJt%f!Rr>T<6mw z;%2+Ezog$uygF1gv~zZ5*$w6O>|gYpeD*&a$sCoBF*Q5t4q@F^em%e#lC`rfX}E#L z$KmHGFnmGF+GMQcsZ?-I)$>wpEegL1+T==hCYIkMcP*m(cviM!<91lqV^wC2-b}Y{ zZ2ynuxzAh%&$2?{TXB$@fj2`tcRPx}_&4^ZzHpxJTn&$JFnJ<9YGFt2vE^yjY{=%j z$TI%<)R8mjQd|Bl2c1${FBThl-c%7+n`k$OPG^&NsS)!nh_&N^>=n7jIMEV%o#>T) z>aOLhe;hxYyqd<-`XZ@|F=->k^9&WVCnNLO_qL1L}abhwX}YWe=_&t1v!5|eyGcutZ{FO2iak99EOag z>+d*~-9Wy8!z^w8#P+*+bORRMO6yPP($X2P(C9z*kCk~>7zxG}yh=Tn)aSgFZ${GR zbdjF>9Wx*{nnrE??uOz|w9fsPA4Ke3@Z` z`Jpt-{o*6!sjJDW2>IjX)#2nE!oI63=gQ zY}MZfqT~^g|2lun*Y_s{_rQKIu2ja8%znLv_Gii@zp^sd8ks?#mD%;^u?6R5$TXjk zIt>SYr|l!6V=+uG*5@r^dbF%Dl~*!8U+3(0BBiv?%95EC?QfB{k$2yxdw*kRd!Boo zhF{S-yRXb+L2aI2%Btx+nf@u>h#QIOkYl!$@sO4~oZ8rjC{BH%{4I=p~9#1X8RNU)Nv+RdF7uuCYd{*K< zg&TK5E;%<9)d%W%GB5llYxjUhH~8%)DYJ&A!umzb%nHn(w8}hyKF*#3?F#JaEDk&I zUTK-*eNob#MO84f7F@RTRdq2?)(Dz^%mzd9d8hU)fb;kUqx1V*^GF^Jy_Z)p#QF-VcJ|hdllw zyqCD97{tPReAYz7|B81VX>^Aku7=Xj#);MbpNSh6>mzsZZllHLa$Gp4~LgZ%p?ZTJTv3gVf9_or=2}~x6h0n#rM{wND#)o)ad zk@T0|a<_k~bN<2h<9TT)t5bDxKNwx1{WbboLf?+~oqNJ>(yFVRyFzp>DaaUi;Z0`W z9VFLxWXH9}m;a#D*6T)MzAR5pEUW$j7GUZ&6c9iqjp*qBP79mQ%Lt&bFQCA|K||GQx` z92ZXVK6Q$l;OPw_Hgi>b@W_wYnrG~P7_)xopFuu*9AeqoAWujihD&N?&vIUUy&nks z>>Bf;7|k`wYSPZ-ku|Uy!G@~hEcMwQ6?x0`elLWw_UBK3Q+eYncH9J=-RwFTDw&`8 zE4dfpzPmDHF<1KRPj)VmM=Oi5pP+ZWJhxVMc$VBIVz0k5 zpVn{Y4z%X8Gv$a1?8~>`)5LRXU!Uuf5j>pdJ*g=1BA!2o&DZ-)ZPoHdsZ>&WNS?b2 zM{mN#!%3<^$J7rwTlUNjw5h)FJTII>{+W90CF2Z(!4R6}SkC999GOKy65z8H9 z!-op4t%``?@33fppEneHM?-sp4E-xxkHwOO1=p%WNX=^T%zGILmmS`1lN0|eU|k`; zY-@}d>HMB-?Iqq1XT^7HTLt|i*qUbtN3!%xvAP4=-(yiK#SC!lAgvFDY-$lsz?pqlmD;cyFnhcdhiK zwK97;GLq!fV$DkYAK91t|6{SGJf`MbZ7KvVg=Y&#tBHlI$F3%Nmx_t+{BH!a?Acfw z(--q^clv*i(OD6n^^j9!^{M!oYBdX?b|(4jY1mZ643RstyHrnc_5t7Dj0dr7sCHjr z(6Qc4kky|dYaWzRTR7F>GC%x7eT?Oe0R@@vbXx9!YMcifmnW*vG> zk!d&LQ$1LwZfQ}Toh2?VBjrOZ+O17i?=FF1TQPeA)Cann=mG!Ci)yRQ0R;@peddZX z-ZJ`T92(&7?f7(>BkhdOlk`%IZ)&iuqu9@V%XjgmI}E>;Lrckc(^=b92mzovfkNf0WvZi9=X>!+M*`dGRJY$+qlUxBjDvq}B zPb%MJbyIJ8We3$eX>^UzDm7B(x?0!@&7Gn|oGfWPy^Jv6@*eh<(*b+@L-Hs{f= zt{zviAZyCAXHs^`JBD|zmy-|F&sOj55Rc_aU+djK{<>EbWiP+nxo#x3exPSjHs^Y^ z6h@5Wk*pcLihil%FjwybW%4Sr>>^qJCLSn9N*R3o15Vj{u)EjUxAHUIJ>A$oTg!Fw zUn;il<+IE+d=N4>uxuv02g+u7DtsJ1XUy!!{>A?Gqh;pJ-3nmEC!8(Ujxki|9y7XK|kM(c8T%SCe6M6|M>Wm0^C+OFRP^nIFecT6O1~k ziMY~8@(u)2@w_`fZ)Wj)zsJcLc^bT*OfiNxKZecSG`Z9N)blKC+$TjG3ou{>)!rn`Hq!_sav7tOm78nULis)q-K@w6qRMvIl~ zm)g>|x9jMWH6D$i`3U(d>6>a+HGKXJb~NR!YBXO!O711!=i5dFNNu3k*N|%{`%J~l z%tNUIwb`^8rCsjH{wgPL)YBuRFK|vi*{^_uP4t*`xF54=Dqf{tT=p-l0;i8jdVto| zMC^AExsfIL_Mcinm9cvQq*AB0E{|r``e41k0*SJIN8{xJk@P(lq&oF(c)!DU`{USU zB!7!rXVH5j&fJcJ&*|@B8m11^G%el{Y5S9ss>WBcu@-i;F>+R+V<%@P*LKr-kJdwY z^(YL=E-l$NUx)jon(fA5h&JnxIWt}qQ?&i5se0z;N(H^>w`gA-!Ch_n$ z&^mxExAM;E^60~`y_*dcwfV~XtNpLfo`;P`J@D;#Jg5h~>@e`8k!TpcWCq>wbPxY!gYY&kH+OT6`!6@5DmdJeW+I;jZtFycAL;h}sQ1(&0*|p3} z9Iq#%&SPsTHO%sEIM(fy8+y`oD`~0ya=0AxwsCWxv;M=w>>~DsvmTHY_K5fFq5c-# z_po~~2CSv`dfxg@+%M4XNq%l1Dl5Y+>n)~|e7X2Migl@3Qbgc4g#+?qa8%tFwLdc~5S-LdF||QB6sDR}A%p*K$a1qI*L=_?5Mn(lyuI{bY|k zyZ;SGXOp;<2Xa^bEN334k5~A=ns(ygAnb_|T#h_*xY+!kuZSaO#ZSrf7l zs_p697S4asA$yKx-<8bQewHtfqWzDoZZBu0&cP2dczv4x;e8)H+@`;ear#IcswSFS zV@zjq@&v7&E9T~~Y>MYow418kKYEzQx~x=wjSlS~{*808;$ns~my$MDZhH%R-!{ID z=A)Z1A{Cw+i2m%C*MiLTvQ0+AryxGxbwE=QT?xM*hvu*J%YJ#8Pxp%GYUK0mBJm)L zJM!z<*uIV)Bgpzt4=0L^6OD42$M}>yy@yp#iQ4Wkeu#{sxVKEM$twHGcr_1KtI_jt z9{mA6MKI_aXXVLs>M!i4zs9hw&2uLgeEVBKUgoV=m05<8waT}UJmKjr79MtFgO-Kp z{1?8Q!i!gulN|`=z`wixcfkA$*nR1|o$Sh!(nqi>RpM941LOESdlij?QTDFLu8Sif zlq`0qnB3*+HZxOGIrV(pFOTb~%$Zp`ud(51tbQ0ndw5kC6aHnxw{-aq!bSD9RQ@?w z#_3MeodrzZO4f(0z6Ue+=&3Ju%@>D<9g$WQX(U zayQfum1T>{Q$Mph_X|^#H1{Y*@N;oKUJr$uWNncHP8T1mVEGXqmeNZJ{bVP!k#xDr z-|VOLl1~nnRr-;d3O9x2ja=bp&0*%Br{4Kk7X6BA7vSV@^4dfHE}Y!RmK`E}msVZb z*x%@sXHdDS|3ce`L_j&3rh?57F*HCA8}UCioJNZL*VtPEGnPRr)w)x|HLH9&@bS^| z#~^tqtHg7MjtT>ER} zo7AyN1=UpC{27*GWchDN>dMYk@I6(YSS$)FLOFN)v&-gPt_fRdpL=?ji=qa2Sp>ex z_=jT3ZM?PEtL&nBqRf<$LjLQBb!DM{I}9sBq@|qsHILoS>V1yY)$0mTnVsG) zaU}C}TR?0t^bf?=>CQ?O@a)KtjL=v9$vpRCVO&+L<$1ygy-jykRna#H^4X7I9xgBB z^L^UXq<3Xmu(5Un9Sy&-yVynaIvKXv2_sdvI$+Kg+W##^vI~5BGDq>@(Jar*h}KXp zDbp+_=Wf2qe7g>?zDy3NL26f6oGRWPH8OQF8uh^0p|D>?&QA8etL4oFqs1)T9*$wh z8rcqF_e`zdCL?q2^1SYQto$0TOGW4#^3t6=k^Pm60>Q9G^Mvu{{8^-p;hCzH#28;5Isd z)VdWZ6JS!0ttWW*AI!27=LY@enRP0L{p$TbUMY^T*&XP7o|-6PraAu$+5a$DpF!*2 zN$N_Qtd6-*bR5I7)*@xOGqR?z6%OS&#$vHIiKJABzQ7qXoIBPzuW9+JD4B*?S8H7w zuanu2WoJgge0Ob!8AEvTUP!%(pPA$Il_-7J`8V@gR$OQ1MJfW6lX{xit50_Jl-gh945q_QY`dP1vU0s2tF9M6*Rgdqw*3j)p+0FKpUiSz=DDPn z*rx?qFwg9#84>nCIv%Krdzn+xTqL~8Q_Z~YLgOdt@F^bb#{5}4ly5`xF=W1Log<-~ zJy*{yxI$@xrIToyebTc!^Jo_T1b-<$*xG_+C{LDkk7ECiU zEBk(xklkCrYzAp3^XAX+YRYeG`L-#0=gDVBncSWAcOSXg1u-kqQz5qz&b>(A z4{&&_j6K>&xDX%D(|hiF<}S^<^zKITOSn)KhrWf_2$40I^?gZv8FTx<;ci-_*3x;n z(wfZvG|tXjpYcX}2;Hsafw;Hcs}g?eKrmHs>d@;TeLtqe&3e_ut@2)*&v(mQAAf0IvqQo_WUD z@PLeeI(+ZohvNKnI`mqIrKxhyNLNJlMZzAf_L4FmtG2@|wF;LRO>e=^Rr2S7bZM)% zAF$>VtoX*?+*yy+gS?vLlg#gW*m+m+^E_vk)?@ayZX@28iKy&qleLqn8uL3jE%CY= zJht;p=16UZbDq@y%<9duTyZ*Q^tc{2`QETy{1w*sJ_rQQx$Mh+c3C@oE1Ad3{5@juXHr&XX zId;R0VfT`893GS-?Hu`ZqaL%G`30OB$frk((C6X4(vg#(I1VmbXjIqvc`jJo`1Pf8 zQ-Px~bnA$=D>3K-%)CjPmsotXSJ{KBBRuQV^nP*wD(2rw(>a*28+&^B^ml$3Dl!h! z&lfW7Dc*;rWjfWl1K<9-^fWp5`K{J@s1`>rXjo9S&Qv@`!N^E#e_*JZqN5|+2b zv6k|111z|~`|MHqFl6@f??`_$TkBO!8inio#9ZoWX1-b<+(=dIpY^c~m^8tk zGI|>=F7FWqYsKhUu>O&EQtxmWy}lyvT_}C2^$Va&k>MewecC&M$Da0qGt^2;mi`2s6bA*wUpoaxLFWKNf@r$K!({kvh>I2?V` z-xHvBF#UFsT!Y+<55>g)FLI%c5h<;JACl8Sb795<>7S>yt9&e5U(7`uYKur6BK{&sxx_0ad?;> zZWD=FRXmY}r}5QCvVN*#EGB6)kBq|jj_l6WP%9V@*7vDKoXq;D?MQ3+??18dxon?W z6q&7&ZxyLiwOTy==6_~=XV$?BvT-e1o@aDUb>6M=c<$od#}9crwwlD5FzTiMtnS+( zOXrSv_SxJ;j~W#tYSlU3M?mHTj9&uSe(kz6OEP^(I?N|8;PRnP%Ns?%$+O= zf#!bS#s1v?UI>HoqG2KX>o{5ol7Er*DR0~-gH+(iPws-Se8#vb& zq2;1W3)+in(Q9Fk6rf|6<&ejFGIdH5>kqJV44-_0&)GdZ>oRKL|6bP5)#r&gnY$nv5l-g)a*p3DyZs59 zE(KTI9mM+!d{TpigY^Fbl-EHk6_c~$zzjB4;kAbBx(a4&l;Uhja`ct)B8iXoj9zEp&!wx3{KC(wNyl&iK7F=SmxSo!{^h<=mU>W z(if12C@^iAdVVIr^#-xYE^YZcz4!*-sWgL#{A@ntN}nt=c4QJvNeX#Jh@ zE~iJ)a%IJ8Z+;^G`aKtd`Kej?{h(y}r1uJ=ECXuoZ|`OR4y`0*O(^x%~(SeljT-(mF- zxb%_jTC?pY7LCK_x)A6J;Y*zJHTErp?JfF0nMTdXXy^0EG^>F<_mb39@7bgFXzjC? z*O4$io4u{rk_rU3`+JgDyg*iIjAg0qb+%}GmR|E@pzmaW!Q${+p2-fYsk^oVJ2%4g zCAM9UDWznOcb#>aPqOFEE%Z=k=#)`P#hja%1)ME3FB+{XR}zp+`C*|w}4K#HxC~7L%le!?T0a`x$pp-KIXO0 zWYZ@4%bfgDynn5j&1{p4{5{Lj?yf9%x`rO5r$W3}f`nA#*};-r%Vi&jtcxkl|2-hk z1@p6i`WgBkB%|CxZdT4^zm{FtTteQjfJ2K&Jk}>)(Qc8JRSH-%h^?>lM%E18P3Jrh z&sF&zT0A5!QzdOG34gmPOLf}pFjo;?*pa0bbbL*W}4se@~UH9U70W@bkA zDq3YW|L++15BAI!VKZox-Qu5fbb&KB7F;3MmYptv#(QFNG9M4&vxCLvBU@o$ttz1AKan;F{1BJ_7A|h z>PGIt@J*Goo1OPQ|MeAXf(6*27N9iuc3Um zLUd#w??au_6&EI8PQE?uaI6;Yr-IzaY&k}hWj%dWI4{G`#W;|a8f)2bDU{k3MB!#O zX3wSTX_-BoZuIVbIqeJxwlf;#ZdC=*P~ADNvvfY+{K;Rx$Q`BGmffOX#fej$(;E}d z$ApjZrZY`?%3=8~)IgM+3)@~iuo5O;JKkDER;1-wT4mL6cGI22*X#9HjV|x=`5NzX zk09S}+l!?4jJ$udBNet@A?sA<7N=Ksh(23}8H3eTAwLO2TjEkypH8GfZIT1q|&}JMeEYlYz^(Tb+O)B8%zI@E&A~EE%4fc6PdYt zPyy4b!)K1H+Q6}u^c^V=q=L$W#-@!TaVa~_=hvNb#I^8TCASQtWu9#OD(3!ybe>Ib z#`Ckq+Bm(B($6G0ZvxF%6@0f@&z@mCJzj5HWa*n=oS74CFrgM7eJvty_HGIN{wLqv zfWZ&aaRZGydHs)9N3&=+9%b*dOZ0uAqZLF%YB}`4?=$t$iIgkIABssmu`qESfBh-) zUL*f!u~)^XkKx~TtjMgXi}0#3o=y=dc`jKSQvVo{58%bGaW&We9p$}q*>#zpsz!@p zEM5Vh?3TPvAkgI@7z&G~G%@Gu&$IlOgbGjmvvzdp*DAKG_qr$&B(;`5M7j zP3c<;K-iDhH$ z-@@hYEMFroiaPoO#-svas;Uj+#f~h@Ece;sKWipZiF6kmQ?EAncN*eB<}Q58+l_hV z2WMu@(2uaq9x$1$(F^wX)2RmRyFuz%Q9hXUE9lUZ{fUM;ve|7S?s!p_)s~xCmpWV< zp_M04b;uq>a$hnw8i$(ed6q~#jdjK7af7JI^UX{3`=fYlB|a{a4_;uwYqWlt&e;>_ zBHlO#GuGhpEG^fG*F1qP3g_%n)`17-z<9P+S%-M8K7ZF&=Jnsm%8xMOGskAa@f`l% z#VZ57YfGagSbQ#4AIhTaVpvCSZM9$JlWXz+L*q&_vR?>~J;Y!iv#yO<_NeYn_=S&(MDstW(MJa@^RW+rJ~9-K+T7hrRs zqu-Kzgjo5Recxln91QuKPu8;X4Gc_;?d(Xu89pQQv4;<)l79yLAI8_y<$`ti-wg)2 zHZAO4(4{n5h^@KT`UmN|v>(jQokr5*j&+AmA=ve1^RZ-> z^INk3@s2bt?z0m_zzY~!irq5{yqYts7>VY!;Xkn$DHr;>0d-#@E;c2b(ecX{^mESdk|WMM4WsJFU$ z8x7Ob@gq;vvO8ZN`n`t*uVTv)(D~N6$M}34uQ%eE*(87AI_(VF<(XDhpKlU}g~e2M z1=uW}RzhmKI4*%la|=eT6;Q4!uMA}6I@e#{L;e7$XV<+{Ufba+@p~~hkydZfc_lv| zsC7I1d7D298;v#;VEz%Ey1DLqkM4U!_Oi9PgD+}-%MT~%3FCB@CpAv!>)5-@x2IGFH-);-m}=V3a_i;d#)W%WJOomq#k>J z)bEF)=m@$N)xH{Er-uF-_}v1v(sE*$lZutI*}hg*UWONWw(uv1W$JC3|26hCq3;0RJ(hni zfq!ZJy#&oXXS@nV$2s#qp8O8SYVum1hHZtwZ!|i9CsGq<1`lK{{8!G}M6cc~XvshG z>HUFRk=@1*({t*%KLWWuc$WJjPx|}-IQMYgPsYUOeLhzn$bGFNd1n_rv#R7Wqsz^F z@~Qt<(!4A#*On*i(=N{{ZxJUall-{ca50u1LC0ZoP7y6~SLp-VN4qN8FQ8W)XG|dX za9+wzYDHPvmh^8SIZUr7`K{zsdQq3oOk1c>eYdDpMMO)*=JG}Ws zK@QDc^RLMlkHKlXo*od%hrwciOq5;lQp^5Jt&3nsuA5iz*^6ReBx_Uo^j;pgT6|~M zzwh;aD0XhwrV&hPi0AI~_(jiq@iaSd4})DQ<$NSpw)4|izPOK$zu;SUs2zf{%VdV&Z%{ zTP}m{k@#4M_G?{r_h3<9J>N|3D~@D$veG1H7vHO}vx6g7(&u>I8U=-{rZ`mWEEK_4 zk(+%hZuL8v-5vSo0BHORmxEcDSyj2_xsEUXe;2bUt~>tpx;sX_DJDv=cn`f=(6hhz z=`9MfSLw6<<}T8a#-rY1xfYJ4+Q4#gk!$O>aAmVNSxjDkOxexqZ*e26%U!kC#Md9Z zm9^W`d9sJvR*pClW3R-|Yav|{OH=pm6}WWblkPMcZ&a?}_+3yMkJV3MN^-<+csz{HuaX^p zgVaWmR}UK(;b5NEt-_!ijm2-v6tC;2AH5p#NG&W(t@BH1+=H((EAB~GI=e{D-VXoq z$}lV(gx`58p1H5}+585Z+Cbz<@)M0^vG@vo_md@_!@=V4$~U;I1fR>IQ^iL1@h$}a zGikDf-y4wonX##+43yeh8N=^_+J45}%#g^;wV^yRg)b}M_TdmY5G!7y%_Hpniif|! zkbhzQ7q4cgs+UN-htA2QZ_y*)pO*4zEfT_=t~7pB%RgC@9kph&eTPxyS+=c!WL?@_ zB42)olets6O6=|+Z9V^F_qe^Zz62Lru=)--WsiaEc=k2+yy^VYjM7!~mDO_N@Nhe< z&Ua3p#r;fXaky4s*)`a6I~Hd*-^`IYkYC;xVHdfg&iK@uZXMa&*#Ccd;TsnI2A8+Q z)}64KtbMAIw#TfiV0m(nhV518BD#0cXp9hQbgY9_fCE|N}H?!@8<06 zLvlS1eMWXsTtAh5OE)o`2Pa4XYtw@^t@Tjr7q%rxV8+=lklmbUNVDfDCxh;@9)bO z9WebQ=w(OI>+$SpXw`wo0i=w=o09hYrQEqj|WV_?gDWUNEVHS1-{m^W*#ROltGwnd+mw(VnbZ=++n)ZWLGJ{r$#g zgT>SeueRZ39X|Mg&(HL}3v^R;WQucsfMy+MKBIMZ&Z&=!zhd$WG&mLpVe`>)`hzSx zo=@-f`9=)OlgzsGxzy1?Q4BP^{(pXwPvQ%_ zvcCw=jQO(o(;r?((xIz!lMOyJ#^$c`1{i*<4?qyA3o|t4GzPgy(P_KjaSdO*N&^kNHeCf<;m^PP&d17$^ zmQ~`*R6KhH4xiEM0WAERO^4!0>V`Fg^e}PyhxVx=T~Xg1o$*&ehOG^qnR@LbO3Lde z>s8K_=YDi0TpAPJ;-6`9S$AjTo_t$>XR)yw|9r!qtR%i&zRLQfRP*S^n}Z-YS@vJU z;(m^ohsVXdmg=;rYHgMX6>GD`&-F2c4~VOLvTPCcRQ<&tXuZ_2lA zp|)IByaU5O!>`3qTEVjmj5J@%RQDM*I@7AAtdn`&(Q^UjJVC#n&Kslm$Kao54+Gd) zOYg^vsk4kapXo2Nb6>-gcN|-TIo0&tgLSWnwp1-|2$?~&T?C6fVfllEb7*xVR6gOu zR9ept%kPS&5-?4b{xWRJ-ZH6yUKzKtnqvz*2aCqt_?LZehlz{%v^bUjny?_>5BmC~ z7EN0FKUja~!ub+*Wbd9YF?SJ;Pk>eS21|8{-t4MD!f@C>NQ)=+b16-3Ao(siGv6=H z;(^Zmadd>l;8l%euuW`^Y(a1VTVMi2kscQ@~= z!{cYsd8sHVkKI|nRfp{BakZB-Qo;0C89XaS$7(r1j5LKxc1gI8hi3C`DokdMT~;Jz zeoE#Og~P9C^Q>{QxNMql&)NU(B9`p$taIs=T9lWHntFUTU(U)Eb?O#=!@AY{H=a!& zLhd1)+#-im=F6hwwDA6R*DC91*-GZ@2mAMB?Nhz0|Q>-1B#iK_7P6qgnuLa??AWAU05ME7Zn-z8+mr% z>pP<1N|-&2Q>kQ?y}kZ+ZuSi5>VGfRXVt+Vem$D!-ZyU5)kiAwJ?+(6eZ45t=Kk1b zId%noCqOazuour|-TW`2E4$3JWzom3E>DpkQVDc|{Ffbd_j7)}KbC}RdmJ9hf4@3^ zgmdqN;NiS}F&oRuuG1hl-|^SUc!&qzgZ>(4rWRVNh1^Yt%zwH7u2mfUMC`mt$^xG? z!qi;0L-~E-z&k%1+Ud@5^5}-kt|Ol9%VQd1n!TJO}$B%|UT za2m?aRs7ctzj~8>yZkb$;96*>9zUXO))_Ao&!uIsdVHVt(vRyol8*6rAD#_%-Y;-S zJ)W!szg-Ua9fMb4aAr8Y?x&>B`#N(s)F;YRA42RK+$oRqW5wo5F%=X(c13Y4^fGHQ zI|87AZB{xqr}Uu1n|o(O;I^)7fFA#%PZe=GZL!NLz+7d#24@iZ_1T=imqTwL z?!8Rwp5p0ao_vbEC-Hn6-dLl33%O_n%W_xtaLm4eewp#!nuP4)n~Elv$~XIP{5%r= z!PP1lwon9&^8R4x>~O8LSG(-r*bs_ui?W9Jo=jMXgdrHQj(_{{NoJuQ?7C~Q+;_FC zR~m0#Gd^T4)DyJWC)d2pvfMSg3bSj{`xs2l)7dGwd?)_Y=Ya~ccrQRQ zJM(J2cVg$oWXuuyRcY}L`6cz)2`{(FLR-jw8qYo!%URv~ruJEXHk~ftYj>iazQwlj z_>fi6r~BO{4qj&a7kt%LRAl$|S^@-9-jG;U1#yk%P`}=YB%gU-UMz6mbR8laCKDLRE+G0|k+JACI;oWfZ<9Ewb9Q$<4XVri-=E|QWXy8LmRz@FC3R|7UQdtIpX|%0 zZ}I)ttU3mk%SFWyF+JSaohr-c$u33oHrL<2__YZu&Nk-e$|e=MY8(0U9BVwwb7kI0 z&2)nn!mERk*c%9q)R<0UpU zWKk;MwUo`u87~Go{<19a0G8E)%JBvF_3|{ficea|4zG*2>v*ZMzFwB2|1zGROt+i$ zHd{Q_;?Mu!+=(66iH20UI7gd2DSM3Jgz%U4_F!u@#jN?fY!n&US|yNH65#AP$g z%>H#3;qVFga5!uJl0_=BxSNRUr1x9JV{v&X-{xNz=eP6M4DD}r)+jNM%9JY|`xORL zj5iDLcOqH&MtCFb@+~qEwTlv*gZZ)VTKn@G+T z*^fSdh=wPToag=T^X@QFo!!yS=93@vb&MW=DaZ!(L}f9yXFr~-2r1<6@jP^r*t&@P zyC9x@tSfo7w_u!4oyR9(Fp9MoVbQI0%9Uju3_DDG)%N#ze5%WWJ6V(6o3aWh_pTe# zZa9WNiUvYCUzV}D>a~aechYDF|9AFzD;%mXYEs9#C67;& ztH<+To<^U9P1VH3YFo9vd9~Y+0I2NA9vez&s*G4(omN&N;x4Ri%vk$}u_Kbyh?!COo3(HBYh66k4 zpOw71+kYUG*N~Fy&IZ_cxv2dUW+lii%*O0>U5~tT$jMHAQPp6Nm=n&jtw`$Y6MKOwxAI1q~cXsHoOn}wb+&Y zK|9jwD}Fg$`_r|}8nFR-$alh(USEcR_lUvkjkpcNUfwjTKpq^Hn6rGt`8Tj&19~ku*^H(l)LUvF+dlD@tvobrhR-jdTQNLaeyN8c6kNsRdPKU~0Sn&s` zwaB=NFCN3)-R%9q|K;R8R&ZTbfxU;w#!Fe7y~}>~`EPRS9qf8ToEC*m5q7VH%|;01 znNemkJPC>MwEP|Fne}%Aws$OurnWNsB3B5h?NScQit2B&SgTFPz3g7et0&R0FVBBO z{{j3v4fdntk*sCe439%`{C)nJB$5x4Id3B`_phGAkMTT`^*WX0uDPek$*KGn5~VcSw!;UD<6HS#p)hXYu%0OuxZ zH;S}dX!)u>ZX>;k-p=#cA@ce!qIZ!I^CK2~>ndQabDv`W$N1Zlf6u|kRQAYo#<^Y( z%Pr96-8ki$WDXyL2OB-+eIWbr)BoPev`yR=VbZi3mooE?sc?V0EcFLbe=xD zv+E9551q6fM5okN$o|O_^;_L1H}L*Qy|tB>in_X~!SX-hGMOKr#*cQq@DWsR6TMkE zHkm~=3bIvG%vi|-Pto8RBVfL7zs(0r$y>?(+!yNX{0E@D4x>kin^cc_3>vSA!FyPr z-~ZA4A-bH48J~)uEzq7wvt@EXMzh?3Jw^t6h!0W|{15gWh38pqeIP9lcFu|9?ttTN z5py}aU)SGHw4d&(Cl&lsC19&aEslFx-*TU^s}nBg>F0lR-{tT7;^^p04D%&Mm?!b)5@-G*`nEatEMK3@uIzyK3)~(v_T*l9_Dfy}_YqL3 zCtJ62*1wo|JO6Zo*iJvsJ3l*8p3U~`*?OfB@FW)1apvW`^(3i7jZ7SvYD_cuZIfZLvtaH#?!(sN z&Z)-Mi=cBBU!K9MnJthNx&OEVX+Y~~c=HFFQd{RW7}w(C1z!J7yX$B2s|Ml55PoUGt}jK!^L&|#thdrS6}sMqVRbf+BIAA< zr24~1Xl3W@(mb3y(3zh*&u7W2&%5J*>`M zoi%j1ikxfYoThpk1G%+cXIID4#)8Z+IEp7zyET>m+xsJ?kMpuaPSM;5V ziSJ|3a|JPT7%R@C<3;*k%bKiXT1Wml5MCha55df0uBEEcIF*VYh29}@)V;D)D%fY9 zdFFtf!>2Eco0jytitL>t>?ytEE>=r9uPeK<_tioCKNmvdu_u)hrtxYSN4MyGGrf01 z>;_!g4u#?@Ya%ba!=_5wW>!T-e1DW}hsjjSowGqU*uwHk^k@x-R3aZv$|NJt44LzM z@sPXMGcbGxkJe|!pI%=>N~*4wz_rxm-VKx2c=}gar6Rf6A>vumYs(5pX`Owyz7}=a z-Da;?PnEaM;$s!Hng+o|%<3$(t!R50Hyj;Kd>M(24x2 z(0Ku`zLJlY858fLMdpKK_FC57y-4125}zSwG&}pd3MlJXPmz{67J198Y{7%g^_TTpshg6jFxhwJ1YDbe zZJqffyIVbn<24GhP)%9%O&q-#KJ~?V_F4Ewb}J#CW_zDHa8J|zUOcFXUC(%*m0-;= zs-B2D1B%x<;}=KPU~N`$*M>n~mZqX_W~5(8zmCq%I*2OHo(P>hQ_6SA>=2Tx=}vU2 zVMLkjTR}^h=Zff9oN9)TsT+~1+L>RUN^Yq;Hn_lR+2Q;QoO*)YKe%=|9%IYW;72{L z#-6oo9SN;FaQr~;>WiAp>im#K-?8~*{#|Q?yk9oV>ZG&fq1~=_a`mx-v<7%y-S2M@ zO#OsN%4*aFGUM6WjTeWh9MTcLe}i-8f~*qBQ=wkO@ppN)1}n}WX*9GV^=tf?PuJAp zxRpNL$y@2z01;AO&m(xCygZZrjPh-*0gbXJdFE)QN_MWKZt$CG4L1~ApR_2rKI`h- zb7AokMh+o8>uLv+^gL$O=c7hqtqKf3VQVvI-0kyJa>@R+o8Wz&K7WMbH9RrVcobf| z0GZod5A9{`3#6=(2X>2*uf*mg8m-31RGBVEzcogj?24703eT2Bv!8itab5`fVlc>^ zx>R3|y}5(F5DGhF_f)fHWc5R(qkj3>qJ`a)n9;9D`mq<@Yx2vp142Qryt0d z_dz_nU~XqkIdL&w4?EUKsQcK|p zIL)EOBhH-3FUbM7<7d7lWmZNJQG6_%Qwd~={Bsh6Z#h*~RB$eCSJy-T0D~ciE3E_hb*DQ+ALT35{v|_nSD#9QxnkmiouW_8cv%@o^1aJ%WYVAuQE_ zhKlQMJW^5b7t1l3o4FOnr^~GWbG^F-176fyW#jQy@tPgEtHXa?L3T|ozwA(O9v*#X zOqzumhsc4GWwglK#s}f+IjpM&rQFZ`1rD3A=~GsWfM0g%%q-_pbjwa`S?6^EJ4^6= zaahiv`Dw6T1mV9zd)x-54Pjc&l3ZpORT zj${pRPnKjYWkdPy5_T;!%6)|+OT|$;_Gc%S%qYy-u6D+(gJ@I1|5Ofq0!}65w-#_7 z9o%C!t6fN zgEsrK>PWF2xs@$c^l5DAXX9&8sJa9Z#Tlx^GVF};ocaNdpHM? zIu3SEvc3|}b;agFe(TcwCOFoE;S5?9*J?jLm?O%&;6&~!420c*tUQOWSHfzdoVdW5 z$2y~vXj#thf3ofdF&*Z8#uF#X343Mu2lSRbDzfj*Y{%}TY3AST()vEVUcrJR9siW% zTyDu2D_UG8o5B&{}o{sZ%t+FS?YFLA$~zUI*AcR1ZF(_Tc^wb+?;D3x8Q zE##%CM!1{AV(u<9#oyG5-%aupBIshRtI8Bl^7S{OH{a(|JFFiTt<+CNmcB_=X=BZO zUgxRLW*W@WZj{{gyqdfz?Z95wDg4R%)JuV7zPxL|UGE2A^t@8|`yE8MVCC{ZN zX|Aa`)QW;vOi=KzY#y)*_=7X!9eLLUg8OLU?@(uPRD7F?2soXo0+;DZQ zc-dKy88(RDQgB*G=b12{s@Lq>GlLex#X{!R>=XYBpi*3h&D_W~7*m?ecSUNd%AHKt z&FpL@BiGdG5@@HUXLcL8781YX-Y)s33Z9M@MYr-`9r~ zdke)w=00cd?_Z#jnq}9)Eqmf+9{6aHk{F%BJD=gfJ`qqxU$4WUHGdZNdIWnm>g_NR z-_!3Aq&-jj2_h(K)eob=TJ|(#|3GJSlMh~?XMc9Qj)i3*)P@C5iKp8{SyuApyZtup zH_<&+i87<-T;9tZmx1JcOkx$x*d&6_(ZhE~cc%JIGkIh5W{!RHt~2apUvl~hj2GnblC~62&N5( zXG@V-R7SalcR!)ie~z^0;p6#xDKBUJd{4Hd?(hP~7Sg)2Xx|O*>-1V$hOWhf72%ky zGLVd>w5x<|--_^u;8R^j9mv)v<&-}#tc@N!@&2EBNG;LN;a`S52YEkBU)eJ8AZj(&2&8*DfZhpu90 zD%`vcrCS`!D$4D&uVfUx3lrzcTE}Vq7c@U$MP(6t53cVLf!Py#5)Mz+!y3}F&SSh! z&U1bFm7Mn;)H3I)97M7QLv|53ip?YV^*Ok2CpXWaU(rjd^|oSn>MFP9|2)a~9A+Dg zG_&|QbMS{?=r*i5(r?z4T*|7uw9gvwad1n1&G-9x;^$MWS%t9`AemV@r9?%pmBwKE zI67TJT3u}Vhc@TyB|8un(dt^-AM4$j&^=9*WTpR9IptP3WF-u3yeQ*dCLZeIUiM2L%ggs;%mOi7TrN)?_}g(NmAtQ|Pjgxpk`JomXCt~kiVb~O zbO(h0)MM5YXN6E{NT(+CZ8G8Gd~_MqTatSnelMZ@$$A)#3D?R2gMIS<*G{>+_!C>Q z5@v`jH=0-8tLL*&N2GRToUlzP#u& z=9%sZw9hK>RV;dn2OG$_sRZ=|EPsPlW@4o_*B+z9RAb18d^18%|FWPV%`U>xj*#ik zhB|mZ)=1Y->|Y_D-T}AgA+y4}wS3f9-^oDlkusUTdtqsI%KXqL6S44R+Pov?wmEt# zbQ|K#GFTr%j}v8(tY1kzswZ4u>=Rw>$$dj6nZn|y@iMz9{v;|>NvM){6-a9@!rIVs z7!1AR+38cLEywrVv46*>)nPYUR1U|R<6tm=_F3V7 znlYy*|2+!38`yFzJL~(TF8nVM4IOY}AHSxCN(p1+Xv|IJ@jPSdih(oPxe0GmYqg&i zYq07;h-8PS!kC!(rJ1SquNcfar1g0Dw5Yihw{F$`a=q@8GpF#|CJeX@+HL56E6uyX zr?Qw^>l!QbATkT$eG*$@>p6PaMXN>Z8bi*LG^y^KKMK(Jg_X-i?HT^wrA0aXO+|&^03s?R;>{I{|H1CpAsJ>MC&IWx7-YKr)>@<(6>KpZV2+su=-vNy}_0+wziZ6nFMFk}NC)+O_0 zne#SzqnEfWE#^n!St`3+<7XYl{-=cg*TKUYlt1;Hh*ysNRd8e9LS zXEBoRfJoL#g}teWnETSH?fEBdFV|`anH6F2D_PB9bFG$hWV2-DdgR;&fi|=}pC04M zOa4CBv5IuB&6>>n9>AwVom&^v8<3iH6RER&48}hxhb(j@T2m}sLQZq`=ZV5)tbK~K zR71{v;GfwQAEp*c=4JmQicc5!tz8dH@$P*?gAg8sCVc5B=tO?Pk|Csn+<3BSW;QiVeSE)?s}0m^{*r z=SI`;4F2kbdA(f&KEmpLj{QZ`GQ67o&&#nR)j6Ier)L4Ww?p(|?`|PC`z_o|i)Z~7 z#oU8gnY~Q&%XH#nxOye^f^uRG=g;2&?F1BXGLee=|e&-yx73j zdZx17WFznQyznwDXUl)X*p;=Ex6xn%tN)}~Ws+9l)y1xeAH}59i9Lzj!yvj+w$J>( zF65=AQTEinQ-mIf7w`BPuKijb-y$N0$pCX8(ADole4ZNYS*5iOFPF&@BlVcwZ3;mv zck6z4-kbEO1m%&Kvq!t~aM*&YS3`TgNNG*NwV1bxcE9jY1KOsB)f84|$Gl@@uK264 zyj_u9sh7KnZ?|Z3v^q$k8?L-WcG&t|M^o# z$>7PSze2ql>nrJXDLit=;8k8b6Vu9L{o&gDAPb!@3QH7NU4*9=@xe((i<-0?CX)>1 zh3E8~`RJ{9^nV!M#wS?^y%xJK*T<>e)zU{@?H^#zm(JcF;@>)BJ_M@rTy~}(LibZ; zsH4d5?d)f9xB-v91G6vLy~OX)*meZ;9~V*mX?laG%eu$hGZ>?X)M7dp_P^l!-33=a zC5%U7cm_-Oj&n@P0984dwIq#7%j9-RF2yf1A*2yQ_q4ygZoJSv@il z5_?EVwUEd0=t-};7)7eR zpIJX%9-4vs`*1resZwnvyJBpRAwPrkTBy#IbF+)hDURJF)`!#h0H|((NMhtXTDFq` zw!ytQ`?Eu2YB=V8eRse2@aH-RWxtlM^qhNhsrX-*1}kyo4VvevSLy<`hCp`Q%ubZs z_~=e~Yp%y8Mzz#VIh^gE@Luj5rOMxLG#t#WkkOrItqHraI`sf~H>8=vOtrJgIX_j&9+T4rr{ z6Sk+4!diJ_J#QaLn}4wVV7g~-g*Vw)4>qHC?N^-0+`|XhaU7OZqUjd}HuQBxGe-uR z>pJsM7~EwCzuc<5;kPuP3wl z9cZ-Xtw-gid+7fHOWMQZFA-YSbw}oOrKUhhXk>?tCq?BTJ^bPL5ZY&Ldrkho3tRTG z>^n&qnW<9r;QEn4i^=Mkr z6=Et`rBZe){eD5Cwvc>-lvEa72kR?j!t8QTpUzp8)Ww*b>gcIq^ej{!GG?Fcs_r|! z?7`>jFfG+Nva9e$XHCN5!)Q1|mi-^6Wxe9i@9WrVdX5kcrSNdA z-f~S|9Fs59>n0J~4NEGDuZH-aoid-2pZf5?HL_u0w%S=#CtKafJ zdt00(`y9_F87VvR<8@f}h-iD9g`?&2w`fq3_V2J`96T0_sGHbvrgn+lJbTW4wt*Ot z9f#|Z`2nQHW9S4v$SSC!jyERpbv9iA)#-GpK*sU-u#?QsAl_Qf4Oo?#i+Q?yseb=p ze|A03H})==l)9T;^`4dC^YJRx&fn8(6FwY4N;y25$~UQalf4h;Vf3RkY@yfeyj@$K z8o*BjXnc-5+8bvAEq#KG-a=8EGC__Wa?E1jq6t0u-}=2P~F%WUqfVEi5rON-uA^qhe&xih~7 zs?{C4jIUq+Ka%bP?C0|P19(y-B@q=RBdhRJl+~1!tTsYIXh?%-NJ^qTG-+r^8Bt~t zX-H{^(vZw#G!z-7uK(-({a?@ZJkR(08TWn8`@GM&KjXg7f%})$%6sBD zWK16P63(6h%e)CpUGuCW>Vy|XNZ*Q0c8ZUAQ=B`CV($BD^W9%rByVYV!(ftlb^@fk zYh!;BKIA$!{@M&uS)uqFS&oL?gKW}SPj$3@5uN(tUwOWABH2=jd^7pCLT9M{Diyr0 zDE;5m`YG&k1eqVuW(CnTYX)|byoi{0nO>jOYEyW>Vee_|bPpa>qgOKgT!1Zk^EnSb zsj+k?Ums=>1kbFU6_TdHpq{ti=q)eEjd$cNU$Q;F!WzdK8x}$8W4xNl|8DoWgd>_@%xu>#nZ4Yf#Zs5J2PAm_)ZQRGPHBW?-!7>^A9^nP4rdq=Yn`f)9K;%Lr+FM%u+_tOn=|YjPf%Er;_r8$1 z59X6>+r)qVf34OexXppwWRc??Y@NfNneWktB#${J?5tjtKO9eXlLzS81D>hz zkySfqLH2ChKj2AC{4QpNcGy3HUo3I#%`AKZtiBN0_R`;l_J4`V1L^jLV|wFaswubFz_9l}{R-*lc-7o368R_ywql_3l1Pe<- zDivqelRtH@4#29)g?ol%Xnjcps|CHK`aVZrhZ`AZvB6=y=uUioRK%Re;#sx!C~NKq z?n`5OoqP}q+3L%H!yz|j#R~gzFJ<7pLb$ovZPid^ZmHinH8?Z z);#~4os|OeSCpkzm3p}eTcNnLi z#JsQB@mM;i;^{J8{)O+&VYiO$W|HwLIAtBs#WX()wnu5TB=&SA-??PE%;zV0R&vAj z#KmgRz6`<(T}?dA;s?^`Fs)u`&q)5Xf#iJ)(dsPUmy`ce`wnBLR9S1y6Ib!xNhCR) z#UI7b+H}dY;YxIwOyV~9vC{W7W8}V#u2Zr7J{-*( zjnsqBYNL8A+fEy=Xm7Bd#yNKu?H2Rt`Sx#T$$PYt*{mPHVma+IbD%9W1{FredyPsz z;J_W)8APY$>~a?bGNb=wJ{SMkj})_5sUitW@$rvnaz9M^JUo z&+xN_Y`u(8$FNzRkYxthQp~xUbbFEEKL2y4{Q%vvjw?JE&9;xi=wse61-IX|Z3>O{ zI68N^`(srZ+FxmFR?@$u=d6p*%=q3|(HI*}q0xKn`M6_S@XkFxAEW05M)Epjn9 zXXe-mwECOP?i3aFz;d97c@BLV(E2s{7k<{w8I>V1o2HYr zd<5QfF=cc3lnMT#P<-HgVyF(z5g&W6m} ze%IJv+&P!=f>a`#!*k2}l-c=n$-V_28o)34xwkt$S$OjXsI2&x9L9&Ub*@>;*mFBO zPZXVA$KTYq*zBmqg{zty*t&tUG9z{)PN%|NH%HfJfn<8zD5{=_6<@OJ7E&Kyc*6E4 zD^$jf7qIYopJrhC0dq|s^>9PbikMjHaI5pULd-KyF`aF;| zJFsdip8mHnDDy@uu*VP@yvjE&hs$N+W?lSUOz+hHohP0q_k42ix3n+UA<4p=dd@HE zWusP;zj$xxU9IPxq)3&Kv9P+*zTB}bq1oT$E3egIbokrR!}#`6tlGw3-h|!5JZuz? z%^c`c_*KUHiY$8*2?q1Ru9$K;#`F*)e{=pRI53EPQ;&O^;||qIaog7LiQh24s$NsU z_B4@eEs6Kg`b_8@rH6eA5q2T&S0HUicCJe1%xFBp_0C`x?XJ}pg)6(+dOg7LYe+kZ zhGR(l9~rLT4|(cTAK#v}y$p?hVXtS{<07_s+Bt7Rb}rqH(f|EymKE%c={+BE8=d(m zn?FLPhgjtqM`lj`R`T{W-i+|=PO<1)aty@(ZDgwhlfU)%CamtJU$XUOChK3KNC)x! zcAlM8M13HCj{ob8RDa`J*2j)#iPS1R)G?X6KZzu{u2>1fH8g#R)`!`b+B|vcFirG5 zMvTfEvH7g}GrOcN!QE`|3|}t88~SQtnLQiH@C+ijVMc2EJ4lAyzu_N7}CuOH!lucYN-nhq+qGyUwxXxfg#jM|chy zk`=p(o_^-bS*d*>4adN8wC}^|yF+Wq443PZtF%6t)@AiJ%Bb}*S(1&VC;gYRb!DFY zv{u%`Eo(iti7DUUMyk#?hR8KIn7hTB!|*DfoG=XnclN zP9en*#}Co}rP>>(#nX*LhiE0}dJJ&UEGHAUH zmpr-b%$}*yc^<7dV9;1v--SgLShA(@BeQ9r#)Z#mG)i1*%u_bds{sbhfNL$XUS!PZ z=bVFFncRa>Ka!#vL@TjkPf}+l(p#<|M`^EnVRT+g+Po$B0QcW@`} zSZEFXvi5lety9zX4s2>m{#S8jFO16!?JD*q-~1dcX9fRYnywcKQfY0hEziIv>t<6S zbA*--#-_*U@@L^{{8ZRxeZdt_e*!9vM7#N7N>Tb%Fg87l3wd*28&6XebRoMXd(&?$ zv{E$4ywA6cu(5ygcO*l5Ilj8op3Ifbn~<#DpGBTztUZ?GOW3zQgl^z(^F)mOSu5*7 zvd(l9k4{#s+K$^BQ`YkQ1GP4ue4oHQ^S>q*;`ftu&%E9?v_B4NsdwBBQy+KDwAc~J zd!M?0&+vrB7}q+m3@-36bPHe8_C@ML2j3zkZNb=aPF0FUYg7$!wW?TzM}) z5*}m3gS>6cdw^Hrka=X0{9-=!De01dCi8?d!aT%s2WcgDdpl^9IchuD<#|^-d$99B znC1M#c)>mxn7hwy&O2H=S*!XzJ{?8-&&2gF`S;)K^_-*1vCbL1_FO%;)62<_+z#PB zv>nfm%b}84w$n&47Yfs~mKDOux3`fMlHDs$S1UOFC+H=YO+AdQkC#V@DGk`=CZj_w zc;snZ;`xtccwRK?>1PXUKEmKs#9l?-sbXeTcHUhWgGP#2dFK4MZH*xNn9;h4c9O;H zd1xL1<4<_S<63xuM&Gd8%UE8C+)c4Ab)8RfOhd8b1{hq*Hxm2bBxPp6XQoL9*O#eu zKi%ijY(9;iz1ijoc1n(^-uV0)jmK&uYY=zfXlGVj&*mo=;!baR7ZU|r@V?A{Oor2i z?7b1Y*3jyEocxxa2a`Q>h&KClmo2GzTFm}aVE8BNo#W`5WbRIqpV{Ic8Z4)IvOAvy ziTAXhHNi`1xeKPlSZT0`y1#FeaXi_lv(EZ_mODyI#aSb{JSV{-PiXTj=u3N!w5=a& zze)ep7w&2V-@@anX=fQMDnRL5ZOnw}RWy7UQ@YXqHK_0QTZPog=$V?aP0oh4y^S5ijZo$3w?Nd$tdxNs5#J$O}pH}}6 zb#e#17fn)i=~8HKH(IAgb042CFN}y!6(a0OSoHQGJkMJ}+m5b6QiZ1{{?>zTW|)`8 z-IAo~uD6?Do;g>0?9a@}Nk*o+Z1w=lPSwXo*1Cq>pT*KUXpwg=AG6BkBGEIrbSdPM z0dN5H8RmIfDq4X*HEX1tOjh)K#*y3uB+p*v z$tL@Lau_Vv-^F^LrImB>zB>-3X2sEZO1+Rg2dd}qa+Y1L?XPTasEt2hIfhnww|X}j zM$)>JGxs5J>cC}QWipxMnxML?jZ;O9)E;;T5Bu=Qc*Q~ZJI9gN^2oZZ_dRxh>;EP# zi~wfds4Sj8^mMdZYu zg?jsj&01o^LCzbc-&de|j=o=j#4jW~4M$c%|9;$l&It1@&SxgYdLwCOhNsSLGC_Uj z`yPA$hC_K)P5$P0dFz>4$&B@y?6!{>6|Oe)_Yw#vi*x1$rg~u|R(eaU_{jGW^vf9d zJzs67z52%Iqxn;P`>zwBO6cJ;7ObqFTCAOVJ^fk#XgGFs1rm1sWnT|=8$iQK(5lIr zHC;K5(d%pWmL*|ZZ7$T)L0Gi~7mD+&T(2kR^8e=(zZxsbvrtw1ZUgJj`9!j|j&uGN zvb};)sl-shxqCx#D=hNNCeMQV;o1GTJsZN4*m5VNo)mLVVw=hMo@d4TXmx-#vd;Y# zEY7-|jz)`-G+m3`!+if(Z;M#FIeWG-ekPk^GM#@*rqOJFplGoK3#wvUF&0ie@N01; z*dUH9IK7vNVggaXOiU&7;j+3 zL6AEg%6r7MC!M_&{&&H6H{OgU^#GdYxkgRxCxdEtaiuj5Jj5comzsjRw`0!;_h&7% zwYT28v%+XCXU1jTxaI11n+TBS5#8x_7i`;O-x8X9X}s7?pFEdpz>@dtV+LgNPGUT3 zY}I%2VO#_A+x0inaSeIo-*}UCDXD-kQ|k-Z<24)}rPY4yP(j451fw2)Iu z5_)*d-i7+Og#T@${Zi=Vy+l^}4#$`x`dMq=AEb&5*N8&N-}kE)ufxLR(Q4)MHfKG7 zONlNguw8A8&ARyyNxuj)e}`~K*Ae@}_AorDzynjG=m|2`#j7@28^fEkhGU{uYtbOJ zKT?{MgLv&p*!&);pVZ=V zI+VA427fx84X$T{U+{eC3#!&^IiqhO8ljyxOf6)=81BBBk>u= zvyzy<23n7i;BZ#@8#>eJc?atp#p+pI(ty?@VVtTfqj3K+4A{rM^Kt!nw!fDYKal7; z+D3q^6If zl9g>XOrL;9X=ty;%9eboC@gjtdTB+&tW~_x_;aV8_rdF1M6KLk9fBGE!Lt$lj_@}X zI1VJ&VfGzu%sJdO*c*DznxE*4y#HnKT(mhC7Y& z<+b|+iJrxr7aW_crpfpC8eX+5;Q2cX9tVTmYm^bUiio*$#H~;GSxfAwM50!D7|c3{ zLGU2n@HDM&X4UVtJwu-rwf!uA+W@KB^gN8szScu#HVo9p4!Z0GfmY5-O!-9&YD>dg zFeUSoe`2fD!u=ng`3p}6iaE96lNtOk>Gybknd_ir06J1s$lA24>6R;n&F*}ALjD7s zcoyfgChiExJ%TyO8&!gJKfuS_!R!maGT5?H6e!KY*TN~8qz1ydg*G#HtQ9`qjJ2t* z_M_u}z>0Bf-9>xrjJKV%csLm!pkr1Aj-yxV&%X+Tyv04r=zh5#lh^5SGBvinEdKV^ z=A)#``-7Wdb|4!p(@w6|l7S%4p{nb>0>0GcGw(R^8ZxE2%^mo2JM12IPHJp4!mfGF zeH+h;!Q)K6QN($VK;$({@4%;rxUW1wi$B1k0fxRJ>U}7-4JO-bT5pMS9elr=roa2` z?^Ei_HPze6Z2mYu%)73I>{k}@sX>zbO#k42Di}V@Dy!jmrdESsQzP*|n2`6*bIEk1 z?W^JS56#=K+hzD$6H7nSV%~=?5&iNca~%m!V#}c-XE&(a3+J~WJcIU$z=?I0St)mK zf3x=>?0UeKyyq&0|EV0>71xqIvKI7T;xTzXJHHTxk_)8{re+QIBU*b-`x~7#(0PZ7 zrSC$nrPe#ZYBwGJvc0~DmJ01XM7uo8`x@ez<0NBDM&66beWPAxKiH}G! zi$>4rsg$VDT`Wiyo#Yg~setNrB!3taPs5wT+2kQ@7V*1CPY-IhF?J^F@&p$9fClaO z<9oJc-oZc&%w5ZRy(Vv9-e+vl(n45lqQz>T{==%Z;=oq@?}BzQew7T|3)ykFn6@9B z+Tr6TP;IZJ{aHVA75)-;{=?4C;PrL^>CBqA3Ok>+{cje?EU0dHS(+YK87)TZ?@)SY zU0O2z{(`yZ8C7c0_@l!91-3RYqL(ILW@KFGm@n`*IaynZr;{)??}#73x#Vom`qM{Y z*@oTfuwiXJ))5;s)9+w1-;ce;X_a~1CA8a^$JZ4{&&QYx^pN)j6ZMd*(o^taEw4+Q zPVS@LxKf&SpEx@ACj0oF8c%m?JC(EgvhgL_Z>9YW@OV&E%6yl@+4W+0@5R5r7n76q z?lKzx4cWIvv0_lV9cQj&@e=U-oJ}r-O|ox~A~A+)Y=}M^l=fBa)rN2J2|w*Y9ySTvimgmdvkA7)zeh={m}MfSo}js-XVT; zvh@fW6mfRmO8tO`Sy_-OxjpsYkzOajb_bdFD#Vv>p?5HAwK48o1eY!%NUmxcvql@3 z57t^%Kc#X*E1Y{sY)Eydf5n{b`a2&xtGe!b0B7frz9{Yc^R&#OzY!06LcJpH{bXcZ z1+{9pb-q|IRDV-hH1$$P!}2OIxT?r~EKRm(`#D&h!Gc7Ii(I?$ zFKa0m_18zqSYZdkQpug4*@`y9lrQ(9r{Zn&iCs z{P_+3^tv-{6l*53d};w-#TvsQUJE7-FyJ}uKSAEMM)=GS+J#@4=~JK8Qxo9}K2Vk> zt;sYCQqAF%+Bv7P;qT-x2C=*qUIpt4?3_37r;+_Ac(>4Y-bHq>uLBMhwf#CAn2NP` zVtYC0cfh~Yxt~C`l19LTvEpdado`^3K{wYz|I+PAQL3s4(VX?h7!k*?LaN?o49TN&0l|OS-CkJucv!)$K?(07HlfQBcCJZm151um^+Mz zJw~Q?oiWO%17OgKZIVs=7Rlm1>!}i0)fHlVL`No=5K+YXd zay>3H#+{E7TS?c=DS z5XqC#KegYh&`;{EG>1S5@(vJX!{cw+c(ztk5w|y%WarY&zg#i{YtXpmS%9aLDc^$UGdL$B0~dK5b{W4|$kpCHYl zu-<@MTeOjU0UO}H4APmAvPUfVg|^9a8HC$FB=g3{iVvl<+k+%oOPg9inY~bnt$u;T z&rr_#gwn9x!dK7tGZOPMFa8NU%AA4g9s3%q=PqLs#>^E1QVn$kA5M+K3;6qT*k#L4 z;!M`~B@fXXmdxM>-Sl>)5o#X4@4$+e`8Y>{Q&N{j;XG-qVzk4b-sgd>fPP|^LivZPXDjzX*G?;IUE^OO}3&ilREddf_z z(=q#b8qOtUCw@1Jp8d78x43yQru}1V_??$@7hks;4WA)-d9uzc#P{25&6C)#c;WY~ zyOt1&!b;G)=I|7QjY4U^{sS$jJBB(ejI)zH&52qjpBbMcQ04a{|(=pk@7&J>tEQq8_Icu_B^z1Vw+Sl?1L5Y z(YCzfTv#^b`+xF^FP%}`IiJ`&hM(@%YibEUE#7`)?*#Z{w#MF2sSoc``2C~(w_xN& zIDRpX^`Y0HWqsa^vyIqq z06+Rq3kQ=Tc{#@Tf2E_BiBVUP>pyyIR=NMtAfsuS!dS4AmYJoO8CW+!V;JtPqwP~{I)c6}$x$>TVh z1{HYdhj9LipOv6<7i~U3m(Be66!xpj_Qh$m%a-IHJIYb1e*T3P-!i7%#u{^QsiT$> z0Up=KE*dO@erjT7CD%&+y2aSEj5SlQG!-y2C!zwGlKHAE`42EQB_qJcbZiTqHN0$! zc#>zoc_W#6S*hy#jo3Mw*YD2`c^5N9Z*Pkquq@5|g zC6jxeo?oY(!(r4%tC>yv9N#TZlDvKBhL@?!nHmE1+?Bkl|FAgq1LFg0_532Ho&}j! zKHsIsuUWGXU#cx)4B-3sLE}-l6&2f(btrGqQ!S-4R62<`JdG36(uI{&|Z$}D=r;JmV3#NtMUtJ^RxalZ}|?M zmR!@Tj2QjtkoV4~vBNy0*gz6ofpfbcpLs5eM4)xpIYwW-G3p|gE9HoX$yN!<571^Q znV-YGzK%K)(~?JPmdJb|&ehY-$6D>iqF2-GUTq|vRI)uQ!me>8cqx6JX1lh$E%{vg zknnC+$QtnXp?Ee#vre;5!4pbB=>s-Aic|++_6HD+R9}cVpJB>Z7&4b!C7^sJ+c#u` z8e01hOZ&JVO=iHoVV>;csbM{me{6-wEJxL~cN>P}x;J@qQc*e8qq4?)vHmu)>z|}= zM3*;>1ygKWqmQlhOjUxcpKZYUjY&~LMCs?-jac-UUV1`uJoJ;{Y!9q2gJ(<8DC-k$ z;Je8kFdY{^;g`w#aI75|znCiDY*01z`3T%#J>6h8=b8J0SJlIQ%+nsSCTO}(| zW&`!W{+?R83_`gM8i*^u6(ZUGEOa{AEU>) zno73We@NEPp47L=tjSNsxe;Wl0GFG2e|`^EEd#_ikK;~sIj5esB4Y@Ncj(!T7T ziriZu(8XC@Xxow`t)aTVZAF~l4))LU|F`IMJM{L)lB~cQZu=0U{r4DFON+foKU&O~ zCGvNKYZ0uPPNF%+p+g+AhqlcenM}B;lADYuYcX{Y{O8cIhnSQV_{E_7f=?@a&rJ4{ zSShP%hKsEea3X6X-!LYpmfva4Y;IKe$4E2SSa2IFUQDOf+S|aN^A;d^6{?f>H+I?~ z`e&W*m_j^#)%mxIVKd;8r@&*e{(JH)qwR$-&n(_+jL_d`VG#QcrQIbY*cXRCp-)yf zl;E*#**X=UzBfX3!b(qe0Us+b20HT5hT@ruEVf9{9S^fo!EIL|G%7cMKLh%DN;YB9?#4> zjFFx+-2Oc2`_A{; zu0P@%efU;SeSGM1o+&-+i1e2Hh1K<$8W4T7KNH82rC>VmN;R*cu&kqxQT*i{o-)O; zf8tMO{k`VwbHu_0*guVZU*oyE=vtHQQ*(7V-?>(->f-#(&YupYqaB}mDJAWlWzRP8 z_8i_gR?M3Z{r}ISIT_oNsjUqZGB>k5&Ss_cFSP#$#>HTKx~(f|nhGGDVV(IIdt>`B zd_O?s&U=kyitgfj=IOjbtK7%sEyogGR0(T7HbT{eOmcxg=Z@${+8+V`3hdXJTv?C( zjDBdLvJ?wW z`-pC3{QrTsY{rf!$yAM(e@*v$V7*$aD`E7r2;YM=!wbHDD;f@uoMSggV@)`lT>kEA(p>P z?o=_UPp;Xp{T16kV(nDQUMnizDn^vSz!jq07zj1P#}*>t^SAP1BHvYXYeS#+$UKkjF4az|0w=d* z<{F$x=UivziSDx)^*G*q?VRa6!eCtNq9!cu!wYm(O z@`gOCk9M=*$!xe3l0mE1$?*y=nHQD*K)Es)HSa$y1i(sYTUY%sa-`QoLpe ztS7NVG5S8O{U+qPo<%c@ELX5!+h8idw_@SW}RE1HPLug+!f5#qW4BxiW^d=}| zp2sF$R}ZrX;l!W3d>x%@!eo;e(!>?lmsrysddE8NR+_DK^bR^_P3VIpnnn6NuYhivamb`#R4fx{KB*^UHk73szMk_?%v)KG!tz>Oz4ehQWT{lNxF3Ke1 z=0sa(vwrRgzV$l*8}?#_%OLw7kE=rN?V@4k9=-$HlJJ-Tw>;Tc!tQ~? z8u8}LAz0w-61HxkZD0F_lKV5!B$-|3)2kv`Q_=Wo5`ChDsrq^nr@E0iPgvh}9k-d~ z-y_F)_>nrgs|$$#PXAPDKe`aV-zG_N`t2lXRs1~(ugdDBp;oi5bGx6T>}_hxK>d8K z_l9J85eG8!;&T3wj5Ghx=LA?k%)WiFq`cm<4mHvbGY0H~VV{XD^?CeLdcTm5yr}I7 ztk#*a;7>Ii-{L>#)=n4Y}8ed%+9{;na% zf%w~pF8#FiB;3|JBI_5IIV#zHKjn`tSZE4uj^f#uuw$}W?q#g`|GbqGv9ltN`Bdai zC7~UT%v00_d?i$MQdE2RmITR+I>RAOV#lm#)FAQnpSLZ zEkrXfA~WAIFJ?J;=ipy0a!vI4X-K?B(m7&E4N@M?uGQiCF3dWJ+*4hz{y>iD&`l<| zRU~+gJh$OO-rWvj>0`-qCSG;WQu6Rm@>2#j4e|4I+$qYhpA;4I%rd!{|0U-ukSiq) zrD|A5=j5GW-d2`pkwr8*7-#Rm*~c)fB7W52@5lN*4(EpBr(^aH*sjQ-*l1(D$e>{(~~O|W>CM5}meW)G#J?Rw|uPP3R# zFJM|3Sg+*8vq|+TX)CeYV=#Ka)lVrgW?vd7cYLadWp-{QUXeM5$qiP6q_2~36Ku|a z%Xb(v2t&T}y(By{Yw2-4?8P#v?Kg!NCI9qDvXrM)J5pA|$vhkA2k{}=7){c0#?h-B z_n)|t`;~>TtmL|LAn!8nNNQ= zE{@k{vODh}{cMO)G7Ac4t;dy{{KoEcuj&Ir=F+zJ|=HNsx8Yt6+UG zc6Wlsnea{}scEd9tiMf3)CrT44|g4=HsVLA(vcOY_p{a@7+=CZ>s=YVLY})sy<j<7qgQKR-an+_|SlYi2-Ymf20><2HZG zl6jZo9wI?z#~lTM@{l?ge#we-fRU!GD}_8c%$m`5#;7W|{v-)jkt%EK{^N7UX`wQW zb2ss^{ysOBCd2bPnDz%5wy|QWj2`RQWGlJVncw5WZ0yNgm{__zAIYrurCR*V6=V(Z z^cWUTWrO83Jf9to*5^nJP6mzrd1rF_jB&){`h3Xe|MYVTNj@a|Qj!ky|6P(_W!vRO zodx>NJLQFR*xNNs{Hs2Ht^w)fgP3Vt_)MHw0Ndn7*xv|N(Wj|clqypnL!_Of-eT#W zZTk+l^E6=-5ALCb71)%l)?L`3G28#6t<9`fL_eQ9ZW#SCgKRVFE@q`Oc*g(uP}b44 zgGKJLQUhTEu63em<}~MScaKOW8a}kF&Nbmv-Z;OU3l{ZJ-?uFX=e<^__wjWxW1~mCb-C`)0Fqz zpwFza`jH;RXMm;6oOm6`Kl$4WkT zf%uaAU2FZ!z>M5eWNyvr5bvkme?*kyd|p8RE6Mw%(JJ{yhq6a6Qlz$PQ#!UK&u5VR zluT>cWgvV$5_ith)^L*Tq|w**SJl@SdbyaMoBV&p-m}>`>r=YHZi`P7`O)_@t5slH z4bkUGdmhmHQ2c8Mg&mmF#+J)yRSa)hz`D4&kW6bG#oq_mX_ zFt#s(b>18#D@NYxZ-h$fPo)w@L$Ue}Qf57P;$}nqFNV_-$=*ve9AR9%TJQJKaC0Hf z{8@NHdI^6><<+yvzKlfM;V@o2PX?W=#!m(1qgd=AsNYJmywNKoLXE}HI(mE&>&}G8 zPNV5HB)nX_8mo=o>`{xpMO}TA770=#V{h7}!qQ@vd6$Kg+h{+`N^QLf{P$jc-GFPm z^&AVY&`$0=E-*4Y&wnP;={C~ttM&Kj@Cu(kpR9XC@Ch{koQ?alNh?-55h}^%xIaHg zevg^JFGtF^wQ`_QtCDf&0canJVU0!YZ^$%#9gfeP;5`)`d(~<=l&hv)ExBre>AOr(~<6@7GzYlk=AwBU1CaLLr`9f)9Q5 zJI}XdiMS7!hO*UdqE+e~9Ko(XI=>rB48yzSET5_G4^d z{Eb(X((-yy;4^Kedf=rnJ_5fEEA-#Z_hf)?ulJ5noQ^-K+nxNoC;MrpzpgAjPTSpR ze}NVkLj4Vvzne^RF|sY&^>epWmrau^GI`Wehb3>SF2mH!RB4Edt=YR2-%F;dJeAB^ z&)r6uEAcEd;q!juUFcNc8E^99iuym?D3#38rD%T`hVLNZF4qWk+2shmyyL8{1@_m( z#Lim1g6uDobuJ5L?Od*_^UUdgIQ1$mn$mkL>$HVNWj)_g;Mej(6wEx_WU@Gw);sVs z>vHEB53ga9u=E($Lj!4kEPW2;A3yW6&A64U;6FR2l`Dbakbe&{qge4d=a(0an(>h_ z*!MkolMO1h*^>2m3zomjia+C7o{fHt*Oy}A)%rY{)-&~)Tu^x$JRYl`hE5mzPSe*! zetru~-pBIG>ClXX%jtL*DJtmuI(ip3&RuU5Xr-M!P_IIhAe!sQ#qd2{&$+An&-i)* z1S;Ts1J*oURBB;QHO!dLum8cF39Pk4G-&H8F7@gwvgm7M$-LcXvHnx~JccQmW3U`U zCcBQ!%%)@5t0;cAf=p^|KR}K-;>-$n4mApx4iuH&5ci4{M&;B79)eZ-K&BpFD#546 zYh@l>Ce!Op=sdx5hVp>pAUNH4^&~6QWS6OA|H=5#oj+#P#~`vc5bGav-Ex>ukLY)$ zv;M%Ib=WivHizNjr~Ws06>^W(@A5y@(6b`xX!0#$^GU3b`8F45t1=t^3CSCbD#`Nk zv*_2_n3!r{7h-Nj7OqYH8}V=j4?dm6w$ghX$)46mW}dwR(}Nt5{9%KQCb<^Q+R%^n zHo_TCvv=mtcZX0ao_`LDpUBh{t~axFBbL9KA7(wmY?%B(qUm&7C?+JI@B2KUU120> zM#f(;ehPGtB+pWueBIGkk>oMGq(*FJt6y*b1$wN;4!!a1LsrNfk1zOS>gdh3ua>rY z;Pv%dI8_^|?70j|ACmYY+_{8=nP1+Teg20bZR~s57#4&NAa^flR^%DC!tf`SddB}( z^*0TVvh4+a^a9>yo$n%C>mlNwgt6DNKok7=1Ot{h=0ynH1HaRG?<25z3%-->-GH;_ zL;XxXmo-tz7jy+LdJl)QYI!@^*O28J_UYtX)@Ejf@wv2F2aD!-coQsBK`>e8ex=PQ zSbt8c2jKIXcH86oAGW9V(0oT^W$+d~&%%fCtW*MTa>ua=FLK?Obp^?@ehJ34A;}83 z<=I_Ek+XP2bzbz7_LJ@XGq`6JI>(h+|o87gnWyNo#s03+3m&=PmyX<5BWK zoT9}GM5E-WN541+bkO~R$TcYd1XleZ%^ z5&j{4);JxfkC#Y1j?ORQa;ga@XT-BC@>qeVsRFST9-mp8qU zn|5K+KJX}uk6rC+Mux1gDsE2|+&^8+-JqY$#(s~bl4a*V_TP^OA0v*>hSk6P=t_I? zjJP&N90I-j?Yl{wT5eRUtc7Ir=ufY+U{{*u9uzh1rbRt|`7Aw;)YBn)$rHvz^NKJZ z2&HncdKMCy57tafs>!y~$+w+e!^xCY5!FSJseG!E7V;kOKd4;{l~e?{kk%c=-K=}a ze7UcnIfGtrkTa{2|E0$=UhycsKj0}{oHrFSzSL4{c=u)F%b=0DIHg3CWF1=s|6y2I zoo=;^!^dFZHr7cdl?IUg+o;=J+;2j@SE2GPnMU%3Z!qM0cu#_1R!q*~?-Mb19XY#; zXSc!eY^}9+#g|#I?};Oi@bi=W&y(ZYbXlgS@}#@WIM;(tBk6yn2yz@g_0r>Wdixyr zQ+4!Q`ZW;^FQfetdOJbySr1jgNPM%Or}$x>Ff`O_adAGG{_iT_b~)Bffb-#`N-oCV z@N=i=JlU1PMmXM$E2&+QT zWO-;srm}oy6g^%Nt5Vf?2+N($YUO-u4WpMJlKY)?{QO38d`H?5&~2{mY6Tu=Eqfg( zHKFOFm{3d0;ohC(tOfIAmpC7TnnR^Ouc-vDJh95#uxGIDb{5MxUR;a4@qIm+Z(`Mk z*m49ZGKV^Grwf#7(Elsg<{IpGF<_DZFKIt(h08>qpVe?`3RdC*6`dHw+b~LDocSo|?8@!cdFp{_b2RAJtj|jzj0iu$Bbs1 zp?W&bQCV+wA$^h`E%UiQ6e-H{)1l&8)-FF_Z2E^)?sxXH`ftQKdljrZ7gMv2doo)b zr;VkUcpQx%5(nPHv@x(f3HHrkaVp%7)$W7X@*l2V?960|!4$NL`BMqOjUP#i zR}Qk3M8h6*m_?eu+2~ng-ew$r$M1Hn^d#?3UkH!SNqq@z zkH+NW6HLzA>)2$uw#$%s3O()>+1B&W;Sj5b?=SIzKiR6GGcMQ0de$yU&iSl6gw00# z^ex01+H*0!oB-`)6up~N$v-&Qc^R30blg(**e>#2h|kHZ`xiWVvw5<2&CuT}tzP$ZW4lZUbLq}05IeO}|%bO4%hcOGa@_;QLXfgL-$p~-~{#^viS7DS|?0Ex{ zcXR{ka)WEz<@8U+fm?CuVcwRRr*)herj!=f%J}Kazb51OowlYn(@%7*qwP+tpE=-J zlT?}ie6OXfd|3vii^-7;SsU?WzWDJ!tl1={-A%d{Fw0DV$>h8r?^3NLE5|?9Uh;Ro z4zEq3MJ&>umzLAV9DTIpD__y@Z7B40jqwkQ7Io#kl00+Z@C8)6!thjh9L;Bv>F;3L z9^%a1Z2mCYR)*!p`snL#Pj>xJuem2W$Z?qom)f4m@3{hMD^0|+oG=^L?NqQka z`hqu)h3mO6Jp}Gg`?-S$9Lirhi)8=6>nWP7!;9HuxzzE8(ByL#P5z{(AdnSX<+b>{ z>-3u)@v0WG?xBKXQ{(U>Y}^N1XWO1R2;Gfi{poOq-Y4TuYUjMeR*&g>72ki@zSfwX z98P`VHv}`fIDa)=Qj_WmF>o6ztQK|3(mKx?GPi#dz3$iM8*DZY-mg0^?+RP^U%{TG z^tpvCn-sk91zXy%)NJzgf>h?keC0QD;<}LfH5R-BzKvO;0@SmwWj$ZOn%-m(;@Vp z?RPsjbp|_Qd|Os-z%LJCn_aA)mIsULm05cj>m3S*yjOZzzqu30s)8oYuHvfq6dY>B z3-@4D){v#vTdD?q#5+;}>`!cY0)i#U*olvAplzOb&Gl`rh|&>u-|^goaP&O*#1As_ zxHDvL_qUPQbu-S+EcBjAZtbyRt1X)_w>mv;GREJ4A0LoDZzKn@;O+eVYW`IeCvt@{ zf;G3`(@Lz}EMDBgd%lC!$?(qFreqM`PdsU4T+K7GTD&UwJ?*?ZjS|<=YhQf19zIJ7 z-qL|)xeBkPpRn>_?XNPzY{Apx?JEPB&m8-i$nrSfxt;a0!l(&+^Cqedh8)3Gjd|Q2 zET5?7f!OdAjZPy=dD2cW!t9{e7zlh#k84Gj^GLaqG^emoBi7xUwizGp6ZsDDlbQcD zMY!E;cN97D#xu1Lj>YI=Q0$L;$pM(TXy3p$b#RmOwKiL%I(TO?7sb9ct^wv3nBPe& z4;Aj$b{4MsmayzN*fe9y%>VzIzNs0N+Br9A=Pr_u#Qwdt(a+z!Q>uo0uha84vi*<# zuN$XkV#fXWm^JYOaG@kD8x_WjGLWfB(+RAZe9gb|sQOW*y z7i}uTY`$~n;%lBCOoI4>ESOn;4~adgbAKso_QKc9H+-MAy-AU`(fhH~0&IQ^vwnB% z3{mO;$e!Z-x8xknQ}brn&|V~c2Lk)^yv}%5#`#Z(57*%5LblDk#~Px+%QSw0 z2X?{VKWUp4c#ZUu+1ZD&=#MnbJ$F_3wzRDaNe_m`UV1o-Rg=N)>w4QV@9Ze}+)us@qErc-S|QF3bo7Ttf?A}=JxVX!O--JxPx#kJnYGG`c}~Xu z^1LeZ3sOBz$YMB1&@~C`dSRzhwd-&-#lGC0B<{zvLfy-XYW*byn`*X zZr}z{HCM9#;B=k@WYtR%`!^V;kHD$7NYWotQ}mO$O_$^JDjZ~Zr@d`lehS-^>`5PJwzW> zpg767nSK2bCY`N^er#|!yk5Z3Ja;_}^L`Rxx3Xy??GItU$q=5Tjnt7$RKLd=)tsN) z#2p}hC&{udY7T#TkKJ10MxH2tV}J574d(k3=ywN(PceqC(fhsjoZ$2K`s&8Z^1L~f zUk9>%c~^$1efXp+fqn6>5jOPEM;m%&uFE#(uNSx9fL;yb?2TA)5xYLjcitpfHJEK> zuVd+OHfe4pWIgSMAzTRTwBC>4kEeA>tc+* zke5fxI@)f{`mkaI^RK(w##YVt-6_)j4;VDqtht}0asu39U7MvPE=U|>u4znBZq|x-+ z4#|e(I~xW!>7f@3Y!VAjbM8+VocH8I9r2yN$BJ8Lk-M@ZD?;^AJwh~bXBUo0t%v8FzZy2b;#YZRT#2O{wLXeeKeFOEv~3H6 zSR>Elleeci35(HoBP6$pVacFyoxK~ygH*e!t>5H@>O`XjG)ukHO9lL>-X9mVg+I@jl=DJ4Q1goP8o^T&8nT(%(-ETgEtrs}!eSY{9 z-IIT}AFI5`itl6oTVmXIS~-|yKc&lZXLe%iA$U>Q5w)~2!l#4iFu%b3i^+YDX#5As zhGWq{+NY&PylMe&y0|bRcjZyzvHvu_cM|*?iwmdtJPdP-v)nFQ8)8~AT5KyY^a_l6 z0RysTsh8j5wfhgWGf!m}1d@xe4LjT>61LI*CE82f(##=Pz=JQx)npd<3!j?mr-+F6 zFIk`D8QaNu7tNo-vEJ-(fiY||Jd@}IXUi6Nccklywm*$))mZf8f)D1pvNdc^vOjBy>lDVE zKJ2=>Iu9rX+1f;LV95a98oFJ_&zdiDa8#cj z-;Ur#^Kj;R@hmghmazN#_%&4QyNSG6N12R_6&?2^3pBKEFx zL$_pyNfv>BMUOvN;A9+59^A$vOgCq55@oIz71xm^wTfD@eN#tYPSRqm_cUIugj5Am z=U$>B$?N-E1LD6rc8j+98e>*KBy+&p^5$uH*@DgP;00OTkvorOnAObjsl7N178UHT zq37fiIj~^aG9()(!rljuiR^KZW0L`SCA7MTO#dM}^uO^RwF!lBsmt=>z);|BJM-}SMrJ@4o(Zl=cN-f*nM z3U9LNeFe?T9$9dvFK9#p_<4AEKZMQk@B^c%!u?aj*AkTG}Qq)-0 zghfY?;B_+nz)F9U^ECZEspsUBe2(qUhT^xzqtwzmo79hB_0Mcp%;)7kB@fw&keuea zX$rmG*76l3=Vk>1ex9pWEh=xJELf?waSugvJk`hjO4lN{}h zV12W#ZJb>eOOEzC8K=*o``hsU&QZzgzslbO*kK5JBs0U;5IWDX*WkoGqF6lkX`X$u zsP>t&8?$JC@#`Sp%47Jo>^d5=CXp)FE)#I5x^s>te{+bmC|ERk4 zpCrDC?V7pHs^yGYBwx%15Axy*wK2~3^XyC8$^3jPojZ~AL05p!kmqnMmLhX1dY?p! zR>quE|6OhWSjZhnhZXeSW=y(QKdCTWQvc1NoomA7+WZG+ON+;;monJjAMxdHdiUT} zi`^kK*I#o;WM1O^o{{{;GEa$|!<=6RdR4TwKP>mA?=TXzDLlQ+sItQO>&2eaF<>ms zAK@WciT*oD8|dX@I_@TYs=tqPGQ_*U%j4%FPTZ0nhB@C zZM9EDaq(8MV={XWeGcoElIaaGdzMJOp3VM% z*E+to&{0`M_5@Zn#-OPp;7FR4!}yF!RahaF=AR`?a5 zY&FGsf3w$kNay)`Bi}RUKAGf_Pd@ePX2Et69@eGjU0BzSuD!|MuQ1XbORvr>`hbz* zSAMn^AA1EGZ?<&Hz0G`!uuXUK7!9=7N;Rk2c)a1}{r`kBE)wuzhT$&>l| zN5EnUex^>wItac1=O5sZ)fPACaUbnJOzS#yY--y8=-%(lrg|xA3{E6i%qE$M^D$}f zf=}uaeu-!IlJG9*j5e-x6>st^zpioU9(F8E-&9lkhFoKy-4sufTjT@So~p&hzMJJx(2zN1Cw=Xl*`J||ydGS7bJe|ID09GuN8`phWlX2i*pjwST} z2b)rrcRc-9>*HpeOO4><4oR-K1L<;}7C*%9b&eSC({m&qhgF#u{0Q6Bp=l}$Hg@(& z`hS>i4IuFeDaL7g1(eREVRd}UjQ$1Ae3@TArT45IzfOx2U9+T;!&|U80|tL$z);+~ zSyZ}J3xjxTDvZ~3ZY78=Fb-U&r`aNCKbU59S#s0d#8*EQg)#>IkK}vkJ(KJw<7^SW z{s_x1z{mA0&>W*5@@=Lo!o_+m&bxlGCshtkAaQLyT@CrR`k4jmReE{C|I}gZY5Okc zl=S^Y(rtCkmZxvkjPl7$e2(~^=OmxdI~lg_(924FeZ;%&B3CuGo(7KvG+&2ZpF%uq zQ^SOD;>7|SdD&G!@*R%h70fRNc3qAkzS+FZJnji1ot9tl`egxXb_;h5Mi2OKq{WB6eIz$5ay

    6>|kfjHS zH~X7>tFs;Z7VR^~VLSZVlO=WS=CE89ZBMoR`T~=GV2du0_=dGkz{ccfnQ9!#e5uFT z?HLwNE%YCtbO9DMW%Z}<@Gr-;AnV~GaB)~(FUDog^chf}=*)Y>^4IzEQ}#5*(F^F7 zY}6+?GwWM2Kczps*Vun2*}kUldn|sO7?$~BXBmkzM`#o~r#5ACGCl5?j4jDxxr-i? z^t;fJ$=>-JtV)VA$&S!poI8NWry}!#k9Dbsa4ez)jYhZSFh(?HmMgtzT6Bu^3V zV2Nd{pK43V5R=;8E$CFlQK!OUmn*yzp_(-e^<1M2((6ReBEB(RRD#47HeZM*yBzyD zEPIf@IlKNt(qzd_CV{Lg8X?M_jk%@h_$Ur#uIFvGJx!0_V6``!+)vXZ=#vT-tx5g~ zv`6xitz>$iPPsyTPY;9X`?3C7IO002>nL)y z+1d#Lv*6l-C5Ev_YPV%g{?ppr1>=>_Ot{PH1wuY$R#(AHS zB31oX8ioH7DLPfs#m?^*FIbN9BBI8S8rocg;&^-f&-9X6TwnYz`p*&uK9ifc7>Qtp648Ejm~=6_%Wqfs^EQ+YNm=J>U2-4u)W!Hy##^1If~;62;1|^k6JH1{fS>9M= z-qF1zAESjwNd7kTw~+HCa(qpSo}y@bXePJ+5%{zQi!Wud3EHa&mq9RTVqbd}*c%2} zlk&LZuEWFKEL{{M#?tQf!d1zQ;&4;aG{x*9Wc$_Lb}($`TdIN9(|b!jB=7%LG4nZc zH1(-8t{sQBd5-xM`Ht821kCz~hy7}F|55brX!~e>b)Yf$J=X$jSuyWArZ{Rj4Zdcj zT(f_~ei_j&WAn$1XQ^bAIe@ony^5B9z=+N)P?ARfU#~Oy5&kY*U1T=hH+m^84kk-@ zXE7_YLr=6lbD?&y&s=+#vtH_etmc(Lxhigz<$uY$vYp&5$Xt|_+-~in9-A$;@`R4v%;GpSL4jrn`n_a5UD~o z5X+w@(HA&zH5_O7O&u>oZx_?#Y&`lzjQs=})7bPz=v=0y`F>m3mW+B?KiooZ*RjA0 ztbZ8m7h(CoMXDx_Xhedl;(O`?XGV0M1vbODKWH+Z)YGswYsc5>H5o|1)9yMP`+!s< z#OXey&HVclcw1W>FNYghp?3v6e#6na?2|0mSsVT&nR7STn(u68)8?@FjYkYNhUW>! zTR6YQ=Z(h2J*4P~MVGVsiFnY87nXu}uA(o2(nxlxY5PL_T5PPTN{<@k&6Uak5}m{1 z?a7`B(8rOevsNE;MxIR$(^?gL_=4>Y^gY=NZx@?VaV~cs@xteMa9b8V7f)M@q(3^k zm8S+>*=i!*W#-B0j>=qzOI+3c1^v`Fzkuzo)W$pd>T3U|zE>%5IQMHqM1`d+|2s}5 zAH%;8f244&{g!?EVSh4o?M2!P;F7DS4f@af+KdA4qn z*VX6OSW`snH{ny}$F~*HG7mnp+>YTJE5y*o{O>}@BRG z#uKMHq9{hZ2Z3Zvc?aUj_%vP{$$GF(Ov~N)P(3cD!;hGFBTeU%;drfdhu7VrRPww( z>N;e+elKPJ+*8&PQR={a8iu`(i&u({e`#?G{1>}^=nmmO#k6y^aeynhvy3?R;z(+B z?1stF(7TUKPxNUJ>?^ri`wbhrlBbeAo9I%E&W~u}U9#NB=bB-8W$mwF{o%&Q)VbNE zCq=0QTxVFLFmN?vo1pkt6J+@zf$+<@8tpRa^u>Z`5cw_C)#!^oIi07vWTFKxZ1hq83cLa zn~78N;F+r0b8L;BxMtvxo^kdT=oS-= zE0b-jWA7GCSMiHu=-r;)jo9Q4<4J0+R>QM%^pqU)^~jXG{r8GJ*E_llE+5A}Wq92T zqiPk*7yzktJi0cPr6$4IqWMf3=Dl`mZqLE$vG`WrxygRn2^YrE@m12ScI}%Ok~fce z8rUAAhQjkSJSxRv^Z9HCtSAG$e!OhB*hZUJq8d z9j;lmJJpfT@$K#Y{-A|>@Ge!GE`aOXV(sy?UBZ%Q>vJdezoYG5c$AzAhqFR5_Z$h& zpLuwFSHrpE&YZqHw`~paJ4o}I<7eRb8Sp7ao7DcRMbbq2T+JtcVJawO#cCf`{L@u= z=6()_WLB`9rswvMyB=1R$)75yABw)$i(eJUKAoifVLXG~!k4yuFZX}<x+O!6um9*|#GxVJ^+SV(nM) zB=@L?Lf~AeZ@__itd-{)lSuv*9g+>BD7Jlv1$DJ?IUDZ_(N3QJOmJoy%s&u{b+mmT zsZzD$Q+gZ)n_qe1T#SB3&qwRyb)(UtT1pk&tQ_fY{L0w+7!+=XMe-9?_w7yWNoMD) zHchtfQP{IePi>s@7vCB#YMwxbRy<-Mn?0W+Di8KXp_1t?f6jgjohx4L!8-+rq{7eW>}A7h5k5u9yE^E+Jz$X zblh!Ru<&rQpHHvh`0_9fDu@)*#o{~({@Qun*sdNOlcQ%P?aSN04;DYhHtjJxvzt>F z`_zO@o)sqdMrXdg11Iu^ubh}#PkS%3T}?-~fKuj{ zHo@7dTD_5fEMuD^vFk$oUW1D}c}Q~+=2Bi*k9T$^*Ko(2ukT0rMsqg25?)j2whpUi zvqH2RT|h21zHZ@*8R53r`x>;8J%61uEBX09mhJ@Xr|NqfIQzK7*KMw+P2*LqLo&vRXUlxR_b z?3JM$KYx{Fii`94cAb68(_#O!7&Zz6j%0!V+)b>c^?h{iV~i(_aXE{u)$2OUy9}p_ z;dtIMouZea{OJ-pZ>ROyP(1@$$;t5(Ne0v7ah{uM4cEGl8K=hvuG|U7j;zqfc!RZ0 zU8__!x*4l~F_-jqw!FL7{d`Kc!CPo>yw98cH1Kx`^JDU{J}9bI6j_p$u9d&nK|K4` zXOQ+xS7gQS`50GQ+cP0?EW6*+y6+Ax@u3G9WUgIU$IG^rYAFA-gVu`_ol!mE1`xP^Hcm<4A&Lx@Hw_s!oB!V z@_8q>@H=|Dk+wxx=z5yg)8pSPm`w8zV@p>U1@B6_?K4*PgYJf29X|7@XmX;q-?H%juBheg$+VwL))xGtI(@U3_FX!h&U(eL z{0-P_V!1c*W4kL$u2d6A~5R;d@TnN(FB zJw)ut`ht_(4PMU=QX8ZfCbZ%SFJZxN{yrIswfS{Rnyzupg=D?g%y1Nx8bEWO{*J?; zWGP5x??KS+hwHmoYNRp$Bk5JFaHu(Gi}~>iI%LIR58Qc{P4fOOv2!Y`JWA)}pXrDD zr9`;Aw_c;yaco%@7ari>$;aFXD|(pE^Y-v;ttY_oM!2pfP3rh`HO@C8!;j>Dm)0MW z>oRy`Z}(rAI1>(~{Zzon;uzhBq}hFuoDMq*VrfTgxDdYEM7q?->cPgz-#^KxRz8>J zCsWy~LP4B4#W=0;@d#*bFVMLW7G?+0ba?h=!FqgW2A2HC8h45;8}Vf?{%_)SAM>3; z>^PY$f0Fb6-r*J|OGR>}x^D8ycc%Zz^iSpUZEU_ALh2A<(vIygtNz0WekT2AbpF$o9ckN5 z{Jsv3!+BdWT<4B`6K&Se;vwTD%kcoQ;RjLgA?z7l5Hs@(IT_GXcjH5n9SiG)yea$m zUdH_jMmB{}r?UHqT4jf0&^9!i$F1W)UMd}ar*Gcb%Nwl9RxB>TmaqScCqK>E8 zdF+;*I9at&2cLUE?oYlu8+(THkRoD0xSJ=A**EcknIbE9vM%%ilI;;?#?dn?GMkDk z$;z?^ld`5V)pW9JVWBbK#c6r5!7w?@oxoo_ zqyvx2I=J%C&2FdUzj>Mb*>_OO(bl+=x+-lQPu1r;v?vXq*ZJRMcYEVS{{Nu)v7RT2 z%*pVXwfohf(Sg-#V%ZKyv!>`w{{9SGl!kMj*mUEkUm82_g*HNGB?%gddC3%fDVB~`^?*%syk*DmMR;-pDLb<4I{bXW z6}Le$*_BgmeLpDP=Ir78;2#p_8`dQHWS-pyyPf2k@A@+4j8b?y37<>xlLtk|*TmEd zT+s*8d8?FXXIUGNw`1$co}3!>q4}q~&X!`rbpPMt?_T2Z9XPO;Hyy;X9pJSC8b9gp zTTv{Tn~%cJ+1Q``Ungldoh&zs+sVL_x-4JOuoFGU(&sn!yqYBM=^;DdZY4!U2xYzW zXU6S|XAfd&H^2XfIo}xbFSE|iJnlz&)_~Gv3`xF*?^$Z9pKeCI(eaNR{fxbSAZ_04 z93%=Xlao`X8VU(B|DGGli@Z!wspQU zuG}E@?bYv0?0KGzYttdtxxtv1>2;x>KDn8b*$g1J#Y;V{*>?Sg-T2J zILT94S^LTmtwq+#1u;04o(?eHnPS6mNX_Jz8~Mt4M*SbGI+^3=>2-m>k}svNsFnJ^ zKj}O9!IR-S`x5e=X$To!W{)*y-0V;Mj4XHa)stNFx;UKLKiMTPial?K)DmcBjn~z% z|JSEfL423}s=~Z0_HV_p*Nr_Fa^10G1zw~c&0u;Chv!;0sl=a>Mc{k>@Cx>SNc%T< z&te)bgJ&{%XO5rCqC2p?7+o)e#{ycsXyjzYf0hLIJi*p+_w z=r@_f^6jjmks6VtrT%A#Gz)lj;?N|28t`nZ+lx{KHj8VoOc_l^Rvu zMXR?RpTi@o(PAmwvih{W+2R8cD637fCOXVnCdw{g@#O!_+Tb$&y+QI@*rbUbrjxA+ z`76RP@61v$DgBlaYYLNMEn5}lH*e{AAl4?c=P|~5vLL2xWx=xS`-hR9$AR%Q9tpYR z#rUGYOFJ3&0x{`ozTeALsX*Kdhs(k`S(I1%d;|;3#JNGnKh%iDdCX<{&(n-#Q#q8i z@+LfM)BfeN`@=A+2$ter_Rd@`VxG=Rla=@jJpGz}rEq(^NZG**c^1ruxVoqo*`fFu zZ@d&EPS#I365ndP58!nuB&v(&V~H(eXS{=NfW8!7^EYRM$9J(e(lp_QCr)G7K)5L$m%e zSt{e1=a_kRn2GLSuM(t4t>j|#yM@i)6Jy>bXT0Skf5&@Xq|>eZ;%@!EMw?Y6_!_^f z8t-(i@?G;mW39*G#Krqr_e#jFVS_xi+r&3kkmPh8JIIwMifeg-R1Bh7pO|W<8_1id zi$}2RH0_6wv_3s+vC<)=$P5{Uu1RKuJRvT` zlKW{_iqEEY|W$7J(eT?Ni;pc)0RuI@<`_{cD#=nB)K$Z(78P;oll;N%`?ew zP{Qx)F?kH_7i*g}Qrj@12oKp#uVwBJvKweQJo5fzFvS02yL>0w?%I7K$|!dJ&i~~| zwbPx-8wfZLV~I+c^lt6R8&dk|GWWA-Mw4b=3P9=z0MZ;KH<)}3lBJiwd=s6 z5Y}%LFH)x4r0$OcecXY(L%PkRPF?BYkR0m&R{g#%rJ>&SY0wawnbYirhP9omyEv#df>cFj<7wxvTk2 zo23w~UhsYP3z}8Ks8v{a9ZomF!A}cf<67)^gvU=Y&Jb993cWBpb%lG8pu3r?ju9Th zm+^R?H%nhaeH}f1=e=LC<0e1v)Al*PQ|0{&o?co+=m?YS6#0c_CD~&D+^*%*e;BU; zjV^N^@Ej`_HAmiNChKB$se@gqIk_KhWbNgtd^h_gn`83Tw8iG7{>Co1u-YJ8cn^oN4|0fp z{v+@Cmi+DYLt;UbX^i$OTV@RB=a35p)WFxF7m|>siS9Q#zL-kr8 zCvL`$F(N>oR^33}Y7qXGO}oSNP)H_UbT^~cX36XdOf~aw%}t-1OH zmiK;oeTk0^@iY0X>xoUpA(Hs=H9yWii`3!SiF418{Bb|2d(e)*wuRPJJ`be%4X$1! zVjM@_X#FTu^4@+g z^w#)%wWwGM2hPLj#>V}cFEud2JinjBpxz|dN3O{{{{RfQU$kD#Lr--FnWw4;z+fgh zvkIy-gzxp!51#L0Qt~4IN}4&4tIJ;hcRzOoR0fLudCt~?e+)Brc8Xs|-r~l4z~7^3 zwv2|UC{+S0{=ndsIP!|#l6&hok@Ir1NOe)NGJCco>)CiP)mT+XzZDM_JJ(9z)%jy~ zTAhXqH}Tgi+4*u({sXtv9~c7rD^Py2U$D$Wq10XeXRBy zFgk1JM?f|EEbkDnZ!mJQ!-3(AW8Ts@eX@YICt=E8O3QL9(9}$MNk(>B=tE z#m8s-UWj3{>5;sUD`=i9YfrMmt-cXFq37iL`;t_t_kD^p{oN0wQsHFRtTZPc#0Pd7 z|4{x~h?kv|J7OupMi`1Kr*uggNo$6vwhvk#IR{59Cj(Ae?P=GD_! zIhj``lI|NCCW1X+tUMoo%E;63cPjgw?Eh3F%R7gWMqTTwtUhf3rE>f=byGI+*v-88 z0doD#6CbD3W>{rS#BJ`jYSBFFSl9c13?60oL}~=)+0_wbEpNQz#Hhl&@;cI=XO#8M z97*2&^*9KFXS3Bm@O}xW@?`3KTq(`#2Iz66yQ{1@c-Q>0lyysE(z&j>lLdxC_9S?B zq04rypAvhwVenABoyOurU6&Phi^aTDifpKDGm$3W1v9f|<h(-`G$+UNuG{OUEDbI;gVi-&cJJ=Sj_g`|npgk8^56J5#&|ufEqtk<0q&nsn5#t~HI*sV`KZQ4JT~l(JgW`ec8OMR@!M+r#HS z*BeQZbpzW;Qk)O%(C;!9s*PvM;GdcxbM>3N#zlB{Ka9PR-BX2r0X)BhP%0^B{dzwm z_G6(cxRkrNtITHC7kFlKJ)TI9yUi0j*t~&R{t&2So#YjGeJj32?j$GihBNW}5cZg(-Cv|%WbB?;^_+G)_5V4Y78^0O$rI<= zV{q1CjKio}ki818H^TWt$5&&(G=KHMheNO~PiwO$ z=$%fs+o5-?*&$UMva7+c>`90mdR{-B@Q;!(Yo{p3nDR=2fGNxn9dZ*{e1^M~Ek7VVGL1qxs;Y?l9IH=?n5b zX095lr=k4qBzm=`>rMXpoNwMrzwFy<3zMH9^9ingL9TnWtE87}^pW}})qQ(vfPsrkFMrQd(l_*(Z-$p)buvhIgnVJ1-BH_Q zHRy$RdG@p%i}OtRb-31p>)ROiGHf@|C%b!ELpQtM#*s9UW{$qw7`Z2_q+0#C5NS=G zJIQw-OE09wOO9m^_X*CvE)Jz?@DwcuyDmAh@^0uz9+A}+zwwsrKz~@Tom`pB4)s`f zCoK*p-3t0YLh2&e^bom9lCZOL<5+tYbX)4NirHlvJ^$vz#~O1yeD7!fS+1XntI1KB z)qS_{dL*$ST3p(IK5dNdKGh}3F|_#wU*_@I+v&1_FQqDTMY~^a=j7l_4jkm$B$lJ=}$k2ujQ@iE_(c>Xk{V0ZZ*Yh1(R$-NE zaQ6*fv=_Ti6${&w>KdaaLu)bZHo)m@v*QO4JdDLxLgf$|CJWO`*n9zxN~ZmrS^82w zohM2!;qL(cnCCI6!&H{1R$}M<&7eKa4^>=Wm4x@xF;9J#v2E58H^cc~S>tOm%y2YS z2K#6~m(I0dcs<0=)I%4z_o06y9(V-pZ-sh0J#92+hRrP|Q^;MTo3J zO0C9fJk?!-OW%^AHSZjbp)+ZeyokB`X$80S?qRy>V-wjTzUsaaqU9z+(x7emAq6A*w$~tLa^;nJBFLi486yZyRxGtQJQao7>ligCMv1wU74`<)M^?Wye97T&)*k~)+-h##p`pL|3 zpnvtCcP}qKMeD_UYZ_miMdv1FqlNUV#U34e&U4K*c%EEt?OFH~{amf@LrIgBSjY11 z?xI?KlFnkUIwY+wVyF7RJEH9)t~v;#euHi5YF&;kPtYm#vyLH8QL+~jkCW-Bqp>b_ z{1P&iX4S*=Um90-z+^hPQzP$2{xO+!=iyWMoOccPJ3fy`4K*WogVRSwYsjJ%SR~It z^89x+9<77RPAL5Y*U2h@JN;+j_(oxP7!@5&>dU60J+hlWRE*7);inDY4WNq`)^sUdv*~{OT zOj&1ixY0g@*gBkioYrO8xh1)4vh@rct-9ojxVcnXLaG zou8p$YW3zmr=e>m;Nm)L?2C8FPk%Uzod&DXV%Qq#-r&xCwFFP3458%c?bKzO^T7hq! z$?zT<4P>9JK3vSA_4RWnowA=lYvwNJ@u?kk0?$rPxU4G8)61FgN!FyxAoP{K%g}!u zHYWStA3W_=nyzHI&X5`k@nTpri|t#R35T-92Q*#bibfE)fVH0$qmwtK6X}n`%zZu| zYm_aRlIqXnv388(pYp^@9si$M`(gNH9sm1&|AQUFM6shq!Li1Em==3kKI+j@eU%5JYHP`ArUOSKmH zleV1>Xu<>MhS?(SO%*-v~4HCJi)tLh<>SPpP#Ab{j2!m7qoiZ6NR&&R2DZ%(r`98Qcv%GcKVV3 zziz}HEZCmCZeqdI#z;-=th#%R&nHtxb7L;&DL>*+b$Y&FzIo7mJH)8>vO@Ao?8e08 z^h#E{uG*}FO5RO=OUiRZu?eopit}UGZ>BMOiX_w6>K3d%tiVHtnLAR~@*Csl9sQZK z?1v${^%RYdrPCPa4d5byJ?ZVBDqBmc2@`w&zgW$|Z7pLK$%0(udT zY>yWoz^5xe%(KHM+396%o`?1jF`^LO=DX`~8n+_JclzJK3#RBJb$~bFU2mL9ezr;c zJ=tM@C(mgxx|d$h@$5b1%F4slbSy^V^-$~U@1IE)8Ll_>r)>5PJAcLwU444g9aBr} zN>zhfogZq1PcULK&Xx4(O5;y9^Ck;WBa*Z*?i}sD!-67EE9}fh<1W<0>u?mjoX z@{$%=3$)9>O4dOC%qZE^2SJ!Ni5rirb% zmM4h${&^H#-^HyzjlW$C%MPPm1#{zPI5)i@KDBTk(#W}FZg0ysj9*HVA6k0itM|Y#B(ku&3a=`GR7Y`oZPp+;>2Ql z-pqF|7i}))4>uP?mAtk20P@G<@<}W?4<}o}ZyC09q3<1f{D}QWK%k;C8{q#E`>vyZ zo_@A5@~c{G*GpMtle4+2x-esrdGX3N!=kNN+d~}`v z|7C+_toXJ*9;07dJV;&T*Lcg-X2w7H%!#x}rkyv$w0TDB$*vm;ymS$pRHW-TQQ=X1 zspjnU=D%WCkiPcna}e&G<$Q8q9pm@_xK`&~S>@Q5Ucazpf7kUj7bRy-Z~VWT4c3xx z1KS?}g?sp1YqGb)m&xvQW@f)2#aO7gw^mAWR z-F2&3@hD!F5nCc%!kB1^E`1O!nZ_?3D`YkHYFjpS$R9B)re3(*uydjUQHn;Q3l6$47PxyhhUc zth+>yz1Zaj@uMRz{+#Yv-#r0ClaKdNvb4taxvpHo?_MFptMuH=^2ykc+746Uo?Yg% z+?`Z|)xVJ1!ZUX2=Nj6y*K^h_Od;1@{P7QQ>~J&3r#xXPpQuBh*7|6IU8{_L91T*z z<~Mr%Wv=RkGd=aP7q>6eOWxA{MXv8jbQ0@-LC=+<(Vs@!XN*PKq!MaZNIlDjsbrg7 zWrZMIlg)lLZdDv!;;+*9^o;(`$B_;2*iWmhZrb0d$(5Fsb6GK2lJ2RGJRaA6VymVF z_bzJ-jtu6NYawtIJ-*`^$()jBxaaY~{*Wlf7LPcyz`VYN_9b!iawz4^QFA<*XS@k; zsmyP`BG)3AoDPva{A;EtG8B(qceW;7^LFP=d@BOidGyF$^&fcIea1*l^X2&ah8X#q zYmU-{6W&BNyGN=${HG9;^M zyhBKw*!3?Dorwj9u~l|$Hp9N_$We!vyu)9nuvy-BzDAzR*3Yq8)^jz5N1pe*Ot1II z{<*oeKIZI%W%Aj)Y^+9jvQ+Hr0r^LbnfF9vj9wjc29dTcUtP(&a__synI$6a{jgu? zTt(iQjQGi!Rm|Ak#n>x(-_b_sr^mwhu#kLfSZ6r-GiQ}|k8xc=)cgQysX0`Ky{l<6 z$n|5OvI`dDwW@+y9mL@~oR1AlIjTCZvg4qa2v_? z6U45OWJzYxRD!<4oz!xXdAB1!<3YafCv#Yiz2c`kKO9Gm#h#bYZVLX5bS!I=2eMY)6_3}?I2OAHce6|SRvILe z_f&yh2$7Au+W z?xxuyJzUEBk7mgpMof12qxAT=7_cMG(CAmPvY%6j@1bPvah8Y`>e z?_r6@X`5V?>*&8!tC2X8JTx`&sf_PdZS~cRJ_j2w^&Ad{;T7iVy=K^ZjaD2_U+3{h z8!=B#pA-T9 zj1fQI;jbI%w*q&LcC0Pieyr8(f_sytX3d%UY|N9J^4lLF_Y>yknc^zCG=S2!Smw_P?f~C3+g4%2jpX}^$Lw{!9p>C7rge1WJhDClsUP86Z)*S%iVf!Q zvf<|SWEZREiq!J>k^Tphej@yC)Yn4jX5GQHWXsG~Laa&Oz42~6v`!bnvyNkg_IbBA znOBS^(Lt^|-;CJ1;O?dfk6I&&6%y;S2V*_fmm^Dg+#7+XrCoU{WH<2WGvILqgy-;- zu43&cth0#q|A1vD=Nhr*Ijr#kzsUQSRb)>Nt_{YTBxWb0+f4ILR*TkTr{qcOL4!fi z>?!(w27xPReFeOWu-|AF%MPbE@#jFi%IugYBgN_2(HMu*?h`m2O0vz`r4G&tea^+4 z14OkvpD*u`~1^<$m+(R+H|!-iMTqzpN)hEH48s>~nS&~-D`P4|0-w##|{ zhwRtU80XSB@3sd(t%Wv|SuWXP`|I&w@g}wIvx6m-f7atczFVDcHY!K@>=Q{1=hgUE zhR#)Z*<8paXW&peuMnS-=U||g5A(fW*kX!!u>`X5_(ptYEcuE;Z!#?Euxy^JErmyN zsUE?iulm2Y2v8NqsdQM(4DcRLJyNXw1OwWWW{=S)k#m3;da>UN+2SUwSc^;3jF~(l zVNW$<%`$493y;IV_B^1ep5LQYQ7wKKO@8p{URqRv_Cm*Q#jUJR93lm{l`LomSa(sAHq{?c7F&Oo;ztmYI?l{E?FnkMY|`(oPn(Jw|`ggsOseV2agYAor8_ji1*|PX%R=x zg~Mv?&!T%O2tOkV71rZ-+Dw7TzvA{ay#6$2TYECIf(5?R<9v4g+4#x%))6|R3gSZL z0uHQlRjOjOj6~Ja~;bo4hf3i?fH`sq8w8Lv-aDGI(x;a^8o(%xbAP@(P=`BWV-8t%hmV z0cOwnUWljqU)IA6fnna&4RP(SaN8{=^~aFCnEVO6e`mes&fF)8&BmkSVV~Lnmx~^K zVfdg?o6#q$aT*)vih@42!tDWl-iDoFb!x#sN17AKo>j}|kZGB|d-;2le~W3e(rh}M zl}qrS+BB`|cy?_5j-N~PQp32l*mesXe$)Pc=D@jnYf%tww%|(E#w8!w=SEqXf)r5$)4~n>&@cLsg-bvky7{U6!PuyIkS8V7OUj{e@K+wK-k^U4&oW}} z-y-Hr9#NDH?#1?Zptr~IWw_OWf1Tj>^IE2wNV2$I%KG`XmS@8ojCGqMqu9Q>sCb?E zBD(;Rvu38APSj)evy~&m({#Pbv0X;G63VIZxeX5o@TuH4UI>--T7G2q+{O~wWtVTj z^?5`)Qr9!iqyDuKOUBW+HkO?y0%k8zXRL0)|0eK>ze)WnPq>5}$FbBD99Rn1WbRB> z^94A5Hw!J$)8TA%Y(d;Omrk9q;RG7~PP!Yl&3?&$VV-Py^Bt??*!P$;4L&cJiJror zO|Htky@RwbVfyn$;KB>ofdmNWWwF^X*Wo;9jH) z?JhD}p1LlC&ve=)Yhf~w6&F#@fG@8c}+hI@>`~Sqxx3Q%%zt6Xt?T|YJ ztIsoIWKZ>Ms5}RceD6Hl|M_N6kG}u&?;5<#x64uxnqr{PZYSU(T!M;n3Ht{fNlZS@cL&#dx@7+)wNG}K>b zGM~cRmWv9jaQH%Y?#||^e6y3sjMK}@tnxqeY^sMG%NqA+k?Jc)V$zHB>ImVi^B5`` z=Xu69T0YNLvx;->paWOS$W=B^nDFW&(-e-Mww{L*Ko2lv|1VE6D@o5 zyUeApicBq`bwB~9SHhrK8^>cIQp2#RUK;2(7ifD8^9>l60hP#zz;VHcEXvi$!70DMp7~`57{}I}r%qGdw z{5+X2#fRar|D6nL`TI-sY7B+sN!UlyS6x|DzuO98(qbI{25MK4sx16w1vRfJug$qKLsu#)OT_;v=a6cV}e4Cx@= zP(_dDz%9?Mdh^he;gWS~$%p=gag%u>&#w0ump*s(7yRc^GR*YT)SP@c=}rXi=l4OM2%r{fB^9KLlL+2U#pHHVdMBqF0H;Ar7Sf@Oh4&$-!iwq6m z^%aeuhT|GXKcLAzvGOs;HnQpph|GmYGjnuS>nsp`jw#S#s@`^pJ4HzUDqNm`d9tCr zO^Soa+!u$cXkC-NKXOeiaWpF`2I5n44E!iM^rYEPIyb@UyD{!xniUZt=87MwFZ2y2 z-NIULIXVa*d$=~wa}uvpf$Mu$Oc3kmi!3Yn@lsM;K&GpG8<>c916k@>QE53(IuE~| zBUdTC7lJ@`Z(Qg2Rivxn)A6`e4>}EaUPCf;V1+jRJ{BWd70i0yvO+SoRbz#kX3bG% zf?hm#F57evjq>#O7n~Tts$FoRDUaCA4!gBH1s^UH%U5E|(-0dZW=z5Lv-s~~7D*kP zDP%Z+RSUy2xyeRj{!}qyoTIPurL5lk6e1%rx~?cw7mI$;COb2Guw^IL6oU91@}I5e zqxGrr@oG1qU#2ycmzNEGvyQ02clH()sWgaw>dFes8zhwO9AiW(@ z%V4{QpCtS1`Qq~q{!pDw?|{oR$d!gc_K#*&$vSc6W|*Jhcp0oqCAXTQ!^7ghXXfxC z?3Jwk$(COk(|XadE9O4VSL)*RmDuqIo$?l?jIqwdj_>`nrO&BkYfYyAMB$_H?S65g z9{ip$H|Kl7Hhmt(e@EkAcE)7|?p79P0^7MX$Zn^sf8H%hZot((th|$q!+7j9TC{~- zBa!YL8cg|G*R@)4fTrpNH6Hmq2##V-8n?^8Ee_Qt40=$7Oe0OS36M-z;Chi~Oc_qTdj>Do~w z>xZqA`1lYFUBJ>Y1;|l?~}d~lr9iUPUlZ&I9nPrZDF2gsufsvCMj=& z>a#Q$grj?np9%>R@#R=7-^y2t()e$mvvROC8zjShR;=VbRWF!z5Yuw^SDkFRpP27# z>bs{ldlfo1VwvvRtP>|%iqJ=r>Q24&5<{Dl>N>ub6|QY~#6^zI@Y8}NlNUG{;lC3X z*OK@$5p^ti*NHmG0-F^@xB8xx>Nr!Nbv_)|vT9bD{;KbLv3U&Xzh|pda~@0jJYhQt z|LU4mj&|-f*1Df|%Zza#nNHMWWA}_V;K4i`%~PE!;_Jz-Js(n2>2q?y_xG~;N;arT zMrmk{tB?}O3UOH|JJ$FU|gLI24l-C%y^p4ss4GNb5D?TA)h##t+LB&xhRl|t;dqAsJPaQ zbuZw#qsdu<9@#bc5f5w&pFG1ZujK@~&V^kUwi}Nh4e9qJixzh51|GDBz4IL)xucu1 ze^6P;GLh{=vFIuK6{2nGz%>yu@}}zp7HJ03{zCnnY^-g@?Lne< z=<}+6>WP6Lvhl5W(94xsi&CD2h8X8B_ai&-b&}RYMa{4;tC^!U0qe3Wy&NgW(`W~r&Sb$W#EPc+P8`n8&+)8VM*A;WdJtUxrr}ex$QtiDY_gB1 zC9gtRb75=k^WJMdS^Dd-3%rwiF&TDCI$skC*{d~|^i`cZ8+za2MLGTUg!;4i)mS9n zjTu>&^NZQ>MD|<^%?EivQ}#I=hN;|m4RpRCLux}6^;h0z&WGhOVndgF#j-euZ~8nKe_LcsSmE&E|*V{2Z!3#)PZm72 zy2$8f7&YJhHbC-rQohdfj%Ur}0)G)IYe;drp3fj-7l{7~x4wR_4@);=PjU+HcGWQj$MOv|H4#qM<2RUi4$aEbt*Nn3 z)N&WTmUnJH8oWii!Z?}y$-}h17f&washOoeboZ7_;ql=wAkq;}mWxbH^`1JZw`!Gq zj5FA55G-TOsc`L1#?M8JRE=50%N{dQMVy&quDRBA$uwCNF30iS?fRdHtB+vOS7xO@ zpxzMMQb#%aNs^i37CpXzH<^V$(Q9V&irCx~!ntcMM5dlFe3Gs9@bG20F`8XEV|ERw zeQuVS2B&Ljaw-|mWdD3Cyhe*fqDdPgRM0ZtuFi2ydCXeI=kGPjIGX3qc?@q`%<^SP z-xPk|^WsY|wu(96dpWxO%ZMhmozXyT*QeVI*7CX4xIC z$g|s59c|9adtmW{7<3~nCb&M;TuNj5Lon${_s>Pk)M0JMLKXCv{5NZibugVj=IvRz zc_9hzrQsmQk6@?!u`>IavkoSEbWVlCFe9W^N}jNcfK6 q0H%m_EZ*chh(d-0tuV zr={!f@_RgKyU`_8x3a%`1wB5&nz;qD=k+{b3(pzG`gcI~LsmJS4)4RWGWklmb|qg- zU8_8;{gKYe`11MWN-V#oK?=K$yb+mv)kDq>nie1r6Yem1^*9ZhwO%2 z;nP?eB)|1WHa;BV8em+qLv4fDZ8+3lpUEH?L^g_)U*SnB5?yDWsSmGHNOd!A4a9?= z@V73>lau8|)_YrzKeGB7zEw*^E{7>M;eJ*{z7MaF;$taXD=%7p!w<)bJO9!93I3TK z0hQSK5>o#Jlb>0(I6RV*slPLK(d-Id_Xvq6V$u)h&v$&ji+5aX{B>+xMPwTV^{hs` z9R?@zkL=d!DsC(w{f8|1INPKmV`<)+yT_*D##sDK?dVHMeUOOx3^Y%q?-o7YO0LvL zoD212na%#b4r0P^HeAU5sdrw(-~YknMRv-n@?H?A3CH``;!AzL#4gSC--)NyGqdL1 zEZ7|yRr&XQEP4s~Q#ZRK zueev#c-4JGCsCoaHmL^w0Ly2e|BcSB5s%05uWwj;3#pPl<7=3mqnEGnZv)AG5*zL% z-JRx|Q`l=BR?KA8wXEu-A{63)Wh0Y?&_96 zK5IGe6_eg!*IKT-(ebRZ%Qv2nVURU`4MnedVrxgEWzWV$5*2giW4~vMLSxwC33n+s zny*rmdNE0JH#!CTXX#_KR(WRn2sCTqP_lDRVbQ9%lIO+~>3yb1khiJ_;C2PF1l0wu zPcFArM$S&T9dypxi_*}p#`jJukmMaBe1>DCjGOg_gV`>%rY7@*7hIowb3Zt@NYAPM zG#b0wnV()ar)59>Q@EUr5mi~JvcK~#>{Gr!)8|xiKZftN!nCK1JV?90q4Xi!wG;t1 zvi0w{F^{Lbs+ajByi1%ron{~So!zRR@UEe-y42^pVRR{P-&yc|C;N)BmVB{(D~eHF zS@0A0Zpj{*HDw?3*#~j6EL8JuZ72(NV4?rW-BMIYU4!RHKc4MU!R%s3 z?$*ALQNGtxcA@9F;9f}VCe5AN{j2}S#Oq}|;ZeT}iIt16F{^vt7ps!p>u(lLrS2N| z(TSY1;hmL`kCAArPxHy2b(2{qT3_o|*y(U~n8XvZ&L;a^!rB@z$UFavxRNyykBN9+ zVoLsMj)fCguO+W&1i|a^EA`H@f;+hgA1CM4iqOPwak} zJGtq`zk_{?8$Gpvdb7_09+zF}m$F5w9c&aaH;Yk6lb{zl{zs9UFeU|<{R3ky6zBs$+x%% z=z0{aren$jX1(^f+<@X|HkD@qwSnz1*GM zt;Tzd6yLGRG44ZB^{JmWuZlYjoJ}6DtvoZ;+_#Bl2m8Mb-Ft{1<=g{g9nNr(?I(z) z?(R-noPsBLu2)~LXVNR{NXBW=pLCUIm0DZ%c*PoQAAn_9#hX1SchVqFepbWxr-Eme zsc}|}Hz)s9brHBk0XHUK!3vU<;&mgi?^Ddr_tJq-n5c*JnN{T{^Op;0RLdMQiS}*W zeJ9t%m-scuJlP7X^Q^KWM(>9cLyVhuf#X@HIA%09_9*-~5_XLt_zt`hm(!{=`B(C_ z_{_fr(Jq-_I+5#3b8u>;eu&p!in+tFp`t5a!lC)NR2;JgL#LM>-r;wjI{KY!+wlKX zk=1|XYMF=XzSkXVSbRkSzXLI z`}2TbSwEROI{SXUM9b`bTfj$C-?R)Q+u=^$ynRH!!&v(xeBR^dBr?_&Z8kyXKjT%z zg{&ofL5%IlK3VHFQ52dXmcLD}gYo1DK3s#pmLq);NB6Q?^2Yy2vTh_v1*9wdyd}o3 zV9&uK(N&m}IN1fdN1N?Zg)>sMpognTm^IQ9@L+#&{ak(S6sH=x zZUEGd*4sETW<`JYHq~?8RLCad)n(cw8`@y}s*9f^`BhfXwu9L9Y`-754`cmSklKs; zO&w1ami08PX}nnCAs+p)>$YG=Wx6FVR3CEJbLKvB9L`6M7diieR%e{bs^#;st{i(j z4%?1AxtlrQQrb;3Vr|d&CXg-r6(_>;`tjk5%wvwAWfb1YA52jO1)te7}am8~lC)~9g1hB)}8QGas&050B^>3^d1-hix?;@~?68Jp6MOm;l{zu33Zy?>lpt{twXG#Uy@>7pFGj!~QM6 zgfGZ?F>Mx#5S_)!k?i^bD_u$B>-~I>b-nd7$FZ!LyI0$5#gb=OsIS?lI4-^I9$*if zrp8~gyo}fLwd9_yw@=wK>+`82_NWT=1JDt3$$qMj`2ZbCF@VJ52lLX!5I0QF_IO#sk@cK;V@Ms9Km+& zu>T(#Y~;78p4ig3jmbHO2ON%t|7e+f)*E=*5KQ|4Qs2{HJ5-*>>*k~`&6BcP<~{Rj z5t!!9`~@`3cixLxA(e+x5hEEB-f%qG0qbEwA$=q(d>7aBp=0(HCUgEXd~>vGC$Q`k z(JHH_7Z|OoR+C|#-32ws+Y8>^U@%3D8z{~^gr_AO`^B70!RUMqzAL+Em8ano!HSz}jI3Og;$rtuoDRi<9D9Ur3S__98JB-J1{73FtT=LJHCy?q8+6ELDcyHE^qSK zer%LCPN$H4yF;+1qf?-=3Ip#enA8FKt#<>SNn*@8v)Y}L@ zIChS)f5*;U;@gAnMcx*{vVOCkxUz<)P7vj?6Z{;J_D7#i<2`-ocMSahXKvjoB2>b- zdgAb9jwB!BTVlvZBwtUWeXj3ElJaJnZ}H__v3o48Z-r+Az2+_ai==7}tvmg5VwKcfnZ+*2Mpg?B zb@lcGxo$EO;)1s}Zl^ zxf^MBrD)p;QXe{!XYNn=+)+%r-2F!d_~a>ODq&v*_p?Q%D+*@%YJ4(l84tqB>;T>m z;%A60$pku=-0fXG+f{q`ZR&5n3FVuy_cm5I2JS^5eiga$4kzosPb)yP7{>4CXh-rr z#70y0iaMcZPFVEbCS$Vsut@UC&>WpWs|9YAI$k7TM;C$GNM_)7U4V zlo?_n#0NodB5%!(u{LJt)XGZ+)tg!Qe{f13sK;nlihm@l%=zqnCN6by{Z+=8!3)P@ zeQM9V0rPc!?;t^T>>p{aI!lX3& zc6Pe-<`i&onYMf3 zT#Ki+*5?3Gwkl@T#?veL{=qc)lnkj*wwjz-uegyU)gX5kk6Q11OMg#>@AYI!ma3DC zwn$G88|6n>^*+x-s4cLcnWJygLr+GzncGDW#ku~En}=2T90Apo+DK)autHzsb<2}qG1bG9SxPvxH4D|<@oh8bezv_SNoLuy?HP8z9Y&0 zK409*z4#{nmo=rcjXnoXshx5;M81age)w@I2^Qf@X1lNP=`&jIC09GRr6TDdpZ;Ro znq<6-Z(Kxzx==XVe2_QdEsUQ#<4=r`Z%BLbc8EKdnk+KJ&oENefYEjON`2_1vrr* zmh3GgyBp&cihvbxqp;Q&^Vlok(q4t2k_~8XB&%vsg1DR)s3|LgC(-7ZwtTeY{WsdC|$tR=K4+b&#VGD-ROC~%#prXPD?Sp7@_o8K>y?1Zbbn8D?pOB7j?Z67*&R3DbzSNh)nS?YjQOre)yW)k zudx#a`uTJU-gU&w?7$qQZJw@H#J+zEBpd~y;?SMV&RN+$kuU5|hSIp&mPgKj^!O< zQa>*q9LP_P<8x(1sIz%^GK>BR{r$~O{rS;Qvw1^2eMela#)ryi-<)Kv^qt)^RWPa{ zR`fJyJf^2rEZf0f{Ym*0J8vX;H?}Ux12&i=oA8%c$e$f~O?gl1uT|y|#YM#{MV!Xs zOa(X`W1QTnE}%zu)+o*PGt8vdlIS4PB*W=*{9uD4rN~~?@5ID>ze~P}mq__KAGnCk z20^?IS%&H{Pd77z?+?em81n|ClXd-85;byehU@MXlP@sJdi>Z!>(t!6S&SSH$s_gr z9xbwKbcEmaAeK52k3)8spW8`Nm7c>2?p=o!;B!9?o^Q0ZV(&&wD@4{rr2UQXxw+we zGB&~VlVDWBOqku-mzYbcx|c})hVRV^sqXe1i*9DmWXa0Dzq}p3Q=d&;mHg2C$$2$B zPU7pyp!kUqHq&nrzepCl5*U|^1ZDXD^>BTghi-!8o4B4;C#CRu7E7MS&y$_;8g|R~ zzd;ZyN5c-7nH7vhpm`5@TjE*j84h5-thl*P+tg?N%8XFaXr*YDI&fKM{4P&hO6NMH zE5+hnNY%_8*9k0pt|Om7BI~PfGutO$-^(!if{(6XlTtkB7}~u{(!=m2)ebLkHoL#B z=NJDoYD4jKopXz^Wt#uTK5Hdyoz+gu&p(p&ib&MFm;~sr<(~= z1?w`_Zm!h@lMP+zA1OJUI$5;gH^IcctNq#s*NAVX7FO~H*mwZBnz$3p zN|EGrI}b`1i42eO&a7B1D$Z>Ym5Z=_XL7#CuWGYTahk5i`^ws6ox*1{eaBek$XVUF zkDV>SKVHJUPTDOa&s1!@T@O2W;a1igNUu_2PiwfXH}YfTIT^q9vSZfnZKC~L5$7(_ z-J|a_AU&Rx-5_*5#48ym`^oQiE<2p_Rw7wGv$`;KGLn7kV_r}mXBM&QPBYC2ve$LT z@GPW1a&77Y)S~On5E*3rZkYWTl>Z~uFgV{u!V5`t735N*sIb42C#I`jTA0y~=PUog z^C2T2YSx>IC#e*%3C>4j?+iV5#MgURyFKg%!}k+bJB3%Yp<`{RehcB}wH%C<4YA~W z)-L0Cdw9RZZsl<*cb4Ov-$3JJ9GZf&Ma1v#_~$=bKg}~z-Qznv$gbb>&7L3oyM>lT zAe}XT2a=^J*`GC^9m7NJ=Bvp>l$^HtJ~10grJ-0Fm$&PwHd`Di8c)KDJO%!OAC3_t zyTbE(f8D0#2ga-_KFsiW83xogf24Zx5n@(FNM$W*R!tv_B|}J6)UgscaUHGOnGq|| zx*IJ^(7C8le=>gR66JY7YP@E**`4^4y;S>P+rzOE;zpj%r25cUXR?Pd_Y{?BTAtm{ zCgEy4xXrxrJ7ib5B6mUAEwhoV$CCCXOugNw*I9ly&uNBNZ$fC5NOC*>&wA~vVY&+1 z({ZSy`LH9bn~RF6{94h^>VkWRa|z=m?_&NcJM_pMqO*arY$c5HY+C4@rFff^LnB zU6}O6v3G*=Bk?2IJ+CKK@=oPBR`%kLgYp+R*A`o{voyJ4ZiDa$djATy7QFOf*UmS> zT-U7A?g5^<7CwF9llrSq(d`VeHkY0U75#aSN)~r`Ii6m);@dP;s^6!(~z&d zVBF*;OlIzO?k|#gs|6%$8T&BzXnFeh2}@m#(^)lhoyd}G&z)&onDogBQ%U;@G#?<& zyzcYQKBc~3LqALOdWRUW910_~D9V?QW056(ek8{v%zT%Weev{O@~kp)GNqJ*$!I>% znT3BBQ!{p+X}zTFTpUcEoeyXdR{h_K_b*-XEL)}GQDxc}_E%|$6w)%!<@e(9We{9$ zoWroUx7jy&cIxxT%ka4ZZ>|OX+=aX;M&`ZYWunyEey6@~@-J={1G8Rs97dfh4rB#H zGM*h`ygyi^Ek@4}F@J|bo>Z)Y-3TrBz-<{!=CD9^QdEQck4Afgr62a!TjKH#kz+M( zT|&RjqW$qouqwS5izt^mGmeJW7d&I?>^|Z^Je~o)H(;K<1G%4EK(4RxW-WfMgH9hl zc%AV-GTwP`Z;Xj$jlauZc}|kuU?;QWgL;})a1V6^o}CPX8l>Cf%HxclJE@7dy9VR8 z>1j0-`91|d?Xt$G~T~>a=$ZMjq)!{XKGUkqJJ9UCYEo((~fn&k+}UgJk~+1 zEX-fQ;LY@S*mYG!$Kd+_KiCD4o}yY!BP6#%YI8l#@;&u-ps|;d`Z$>GfyM~eq*`)Y zY`Tl2*YT5uB&>p49n2cXn5|pjOkZ3`Ce0VgaxN*7Ew2F<-ebfnJmW-2uMpKL;r=ku z=q$KSAmgQQ`A!u1gVoP7YHIc7+1D?u^b|Drh*`7r|EHKVOI)3aiOC*tH=FKsWDZ-T ze%X~|94l@&D`4Li2xV14c5BAFtFd3$`57}Sdw$>x>t!BDyJnTpRpGlX8joXhe zq47fA08KeE2)p%@ido!}}=M{A#T4So z@~O9c4s`AjH*Ocx`}6r_n3Fd?Su>e^1hw(53)|GeyzJEM!|$)bjojIM=iixdIY5+5 zzO0fW>X+E3iQ1U~z_t^r1Lb961~KgOCz zwavcjir>RU)o7{);(#d4`lYQ=_(`91WYTkA%|GONsx?#XTY)YP$|MBJz9L)-x z-&~WLAqVr=JcZZ?@ssf|8HcWRb>3{0CTmx*JiBb`nr-^y$Ux|vM*hpRPi^Kr7d)HS z+zH<%W|NyRG3$r2*ECg!l27J(pU!Z;2Ocyd?JL-_NAz1_{Ccdl6Su1wr>FkDH#cNm zM&8n=zR%nIc_Fm+7R=9I(KmTccRKzU%?_e>>XVmtY%!mk!XGxl`YN~{&Fe~I{<#=? zzI&j@dCO)tC`q$q0seeucY?LjL;Exm}|Cn;1|B zs;T2qg)SGFac(f1q)PHwdi6Hy(Qr7GoF(+R8Y6QL_%D1?8+o@Y&w|{E5KsTNHca&CMcVmh@1+>ijJ$ce zm3_H4(7hD9_Aj{GxW=`GNqr^F8X0xA81*ANW|d!d(;biVm-DWFctc&Da4q>pv43NX zo5fPAS@T?$S%&M^nB%@QPWG7BfaaTI-VW15(tIPijn*gN*l1UOM~39H=+9!U`D{B^ zv=lpA!*(jZezk6sR@%ei7*Q=WV`D=g7=iJlf1{Z`1Qa>s`_(M#)RXj#E* zmn_z+G2>sloeBH(I607x9q9Z$&kQI2Z@=YhEO$D-M!MULG{!t#hKCGrbt-qH zUi-78yowiQJ;@_vKSPgsBe&L!bgUy?$XLXPjqrUWWKLj@WV#Mc`3{|R>Q6!{HBfF7 zeVXvg?D9=Totw?>BgkHjg?@Gq)B!`*VN0G_y#SfV$hV4TRDfSgIwg)wNUs(2;$O){4?BzI=HZe;oiy8H0DC&_9VJ$p_EyK!MCJsS_ybNhn3@%LG%FC0=Sx(p9I#QanoW?3QC0S0;Mvp=uN zJBL23d?#k!Nbc;-YvgF|u(Mlp2_5q7BDKb*VqsRCK11TXJIfp7@0`msywVWugRT8( zey@1)lo;|XTo2@Zud?`Z9(aio|rYPmAc zOq)a{xSQ$ z2G?eEy3D7{C}km0u>k)kw0~NQ&1}D!-A8G2no*J+B&*RD6vXf+;E+n~PqSZETOEL7 z+x3-fM8zT0ftIPO*BMGL!n~ZGGLLSA#|w};k*4?aunWbOsje;#msFJ;=Z+_<1yc9* z4SYRHo2Be@8yozMLp{y&U3ha>zJDfb?!lltF!Fr-Z%C5t@4k=TsrotJDB0PW_cY&Q z_<05R-l^w@uyZD_`NTa-T`}@(*ron-X}TT_^ZoeK?bx6Dkly^fBNP|t=Mi$WMeYl%IA0DS7RE#K&lNmb*I>OyHVbw<^Hh9Ja`IyvPvLz{@&1L4~?^@ zA^9ohgQgd7aiQ7!O|3fM z{_%Qv8irXv@Cx+aHd-OFr3%p=`nICei?~;UA5Es~uaH_u=4PUFLp{#pouiXZx$JUaz8W4Oh(4!_%<;1}9rWV3sRd_&kkQl;jDu zd2U6vYvum(YG>|qbsy0$b*=LKb~CmmH*6ifZ4*pi{?XiAw2rA_&G2>&hcdWeMQX8 zuKV%Y&t%ml&W&}&L#&j{05i;yHON1b6o)`*C+$-yLzBSnPd^w=k&Cr5YkSpDjXtieqlrlpwE$MGTXdEBU%!@r_q&7j!|ujiAv z2|02v-^-|5U~m?F#=)%wyf4Lp=f&DQbsa_K-R^H6BL5{?uW|Nwu_t?jhPWc%g0mmw zdkp+iyVpg-R&4PLo3&v%{c zob$fVyN9*zb+5Je`#gKE&9aqv;gM{76Q-Rha`j-rkMW@v3D#-l3Rb@!O4*fhAphy$ zH`#brY3)+l*4IOx{#*y0f60-3w`Z`}13o=VJlLhjWV6T_k!96gfIlY`^qX^PkJRQl z#>2#zocnt>&;CoRkHBz^QG9{dIkhxVFnO2OL+Wn*R8rzfh#!W7>+mS~ZVnM)I+HCq zD?4hr0{i7`-bwyH57Rt9$y(v;bMMI#4V6DuZ(YfHhNz#lJl*J%@BP=pKD%F%3*>vT z^gq%5EbMxgHg96sO3~#mWhW}}mDa|xUiQo7+fwq>uF+C5so%-Af0E!ei(zAyRCBw8-R&b{KtM4oU8JpO~vOJvB|GIjN}lXmO%n|%?DaH+5U zK2+*M9`~0~Fsn!wiyB4rkf&$YlX5C=&+37k0pCkcU+XJ5O$TV<51dIZ(tWJCns1*@ zy4~s|>)xAucolZM0K2SZy`A-L!q|N0&YscP`ppUHce8p{a_0%lSFpYW1I9r#yJY_{ z22_E?9CFvx`tcB-hpCs*?Kvz@%$tHc+4*^a{;yN!G~-iwS8rjFWM^54i|6q5Rpi=C zkL)!bz$13kb^-)XFn_oUGW&SNy;|G{r{uYw&TpDx&}n*~L%%6leu+`KqPf!qrOqM6 zCKk(+x&=I?6afyH4eUvoY{*?PO)w zMR0F`#YJ$s1D)!#T?LXHuGBXeG!)lzLen#FTkEsjeK}psnl8dL5UG0T{VzO!h*oDp zr6>>IS`Y=VQ?m%E4#2l#M6lsrw_)*|H8RiaE}6M%KzfZn{=%HPq$!GFc@9}l1o=iB zy9kDPhT7h^u?&(~gSfx?2Z}X+z~FhjX~NkEIR|MDObiZ34>*-a|&n8|_hjmtA#XS5j$)^AEhY0j#H)u)PAH_vgX{Y*5j-< zUF6tGmwh~IJBOO zH)B;9Ec}&ZFOqRSJN%>djZi6P4*4j%{qAZ`N?pv`P8O+p&}=dZFU8B;OSr}RWH|j= zbZO0RA7h8{?D#Zk`(nZV%8k1KU#M> z4aUckEcG)!uZKrVmL8<+7&>MjXHKU5kQOI+pB21^;Cn`Z@rL~i|lB)mkhb3eQ&Xjzs~c&WOkvBFJ0A}|z@v}Jaws<4N{XDCehZ6r63wTH1T%0W zdr$@&2@i&OIdZmx^J9=64UaASzJvdnqjZN+cH3Uh7PIxR-pDgesdxR1W!+?(%N!@? zFh5VKhuGyKj2sESez=ws`hFGrD?=#fy62qs;$-Q|YOVBem>PE)IU4Avn{o0~C?!k% ze=Pb8%yPC;o~mTW;1dN{CNJU{W)O?WwpuJ%jTdv+p&G5Li)$^}ekI1fM5>XZ+?`@Y z;>ZW^OdiAYwR;pD`-}3!d^(*~vdS`k?2I50R>@b2EQPCg#&!%gN+*+5S!5w2CDQ!(pMCzwne~o1aJKJcVAs z4)^f*yLib$(l({>TM*cUy`$iMKO`68$2z^N!}>i?JrW9kXlJj_H}Q#&;n{$^zhc2u zmRUjjKYeyQUrK(S26UKfr1@Qqc_P8x8C-SCsuCF0~G4^O+o}O8JMbSKK zrq*iXNE|;+ME?WonJ@gL$8P>t5My^MxkIaUd{Rj)szZ*CX`Z`^*Xto!l#k$13wT8% zvHcnScJgXDzIGtXSq0eDy86meO>}fu7OJS zlhxJYIBh(OZ53GaBlF{5A>LUJ|3c?w(&fzBxklmk+B+Qz$wztz8LQ*sL{>S}xY`m2 z`r^_yCCfqhB35Z??qT>go)^5Y)-dv&#3*^~8w{$9XvKLnq1Fq$9$*eM) z7KQkA1sX1A)wYo7r|iS@9n9ug#eS~x_dt5D2-cl+9ig0AWf@*nLhnClV=bARxLS;D z_xZe%G3GP&|DDZ}e=^SklM&2qMY4(puR`?2`Q^ zr}DXn$o7NZceI!BI%oOyCe55>j)`W%IAd9Hc{*>h*-CmyjCi?XXMOe&$Tm$dsY zi*#21Sh{|V**jT1*=zs6ixJ{xMIQexb|&}F6SU9yN;!`%_t*~NX-~1z&HO%@l)g67 z{;kBlWS9uwB3>tVL9#2<FW-W4DgBof0~V5QwYf_rEgURDjbxGiXrJ}+<%|fQd-pS>SF+rRIJgtK z_p|e3c(YY6E1{FM0H2V$g*noPM!YXv-yy13hSr}@I2Cp|$D$NTTZlNnvE~|4`YloD zGa3}ZujEX*hLvt7(ZOVT)%Ds?yGGdy^mq$jY)ix34LBc8C7{;C`&0Q=OP}1Ut#;(? zEeak>_HA$G2sDB`f8Nu4d2KOWNw8^-J`d%sI{2^d5Y##S&MLsxKaP z62l77D6457GCO`%&w285y!tEHudcpkv&^5ot2-Hzry*-b+bB1Qf946<>zLA5*@MhT zZio6Q{wB|K@@Qq(1eK0j6GZtb2;%l15Apt6TxR3%owS=@>wbs%$x*0VOTou8~U$+xvbU_6|b z#bB{enY$rAL~O`j!$i59&RGN>@`T_@@oI*5i)dHh?`)D}opoZ|5G^G8)geAjwuOJ8 zb(y{%#EW^jbrUNjpK&k!-AwL&>U>Z7j{LbLZ0qXdB&|LO#hlXe5Nu!2-;p@_wic>- z*BPIhVMPtC6w_m8448*g*>{+yZyVJ~4)gU8s7~69fH_mA8=Y#oG7hs_v-`y~PhRr- zY1m(x;beV)U9-#dBG}i&ik7f0gR@5(vA1bCxge9ndO6)@;OScZorD`tvCmL{`{Gtk zHCa|5Z`S$LQobeJs))PE2UpQ(mdwC!Lw^NcCU?&vFuBr|>aeKHPkvUnO!A&M=yT%6Z<3^X)@wehwEvyZbQnaaBQD^u?s7isy$0tB-*IJ?W6@x;|ef_s%7if>cB&IzCAkSkdR=0g5jT3$$k zw{W$lQeBijlJzfPlMXP-S#f_sD|<)RV_*w?eN67l`BgEa_~GQ6Oyqq})n&Zk+(o(I#c1#Oe5{XeYk z2ala1SN1rMR^vu??`b@2O{TpCBVt|b-Oc91c*vp}WXo$KyAX0_-VbDMfi+uUP{D5%xGaL)a(LFqiA~Vi zs`MyWCsTZUAZtOs;k%nzIwxhkkMHjq9ZzNJ$x0^&YgX!B$U=4Ce-KHJV5#gx8%Ec^ zSmaQVYMpWNBI9y%cr7CDR;Xt!O--L9v*IdpeZ^lUiy}uuDJ$1LX05XN^X(ll{-k_jC+Ne#*9xIRJ8Gp}JXhN zelLqY4X5$S=B{YYbxLHd>XQpZs+xM4O``X`A7P}NCBk&Xms0AN7W-sKeC10Z~aRv#j1f7~dJqf1F~ zDOndPd6qc(9Bl5#neNy*TfL`Q=pPJx!v9OP)t$HIIq}CL>P#FwiKZ=RbePywMeMnv z0PD=L_u$V|ZLC$QDZZ`r$(uaqe35sulD!IIOujAeq*)`pZzD2fU)M{x-x(q&D0vU< z+q32OJaUq#(1Z@3(zrXcx*8Xb!LAMJW(RTBEfr<8(yaCnX1>bWOT>@lReOuf|7rhv zew35gpWur{A(H)H)77cNF4ag-mA&5*2S>AL?ww~J`9b78g=glwLwVXS^ZrEEeBIS~ zY`Ib2$(+zcyvd5f%&TXsd#3U2FGwtcW7a{A&`T94G{vNY=`b8Z-RYm)gS+(n8Kyj{ zwLQMG_h64}$dqS)N0Gb*Z$C<0*vkIfS?g~)E}?gxWOnv{nQQau`Kw+JV#o90HH#KM zi&HrXa({e%1Xg`%-HKn_Lic3q&bro@#g0kjTW;Qxbs96YGy{rR8+}-T5C1}g-sX89 zVf6lRtwonV$k@zJu(Kz-Wn2vmgC2^OGycRLbA}qVtm?T2`}m$Dh;1 z|H4WqYw9_)n*slB@XT||{?M7p8o3MoI2$a%pFfRJD4}zgM1^_y@3pg zRXz082UoNAyqxwASAIQYm;2;y>>J^;XS`b}np9@>#r$`Iw#u5hG$3ov`@Ecw(0eIDo4B4~AiPAJ%~cAS_57^FgCe~-`8?2+#00s%OR9A4}W6WtigNLjIJL4zX^g3 z)c#g4Ct^tpQK<=O4#A(?3u_@}wq?Ty+50-tbhOgb$#shOb_**GgZ(4;R>oMBQ?HY= zzm+S?A@Lq;8na_g7*9^SZ`HnnEt3D?2y=zxJo;G#>aFf8N}Wf~ULwIx-g6R^zr&}D z{%zFR4WsI;v5?>FC(>1g!vPrar}(gl{*y^Ong%zSljPo3a&6Dx5rdQ%%3Dq(|6;M{ zC3q)eP!ArKJzH(z`z$RMlAww@ZP+gR{hPD!0N*1H5*O}(doj|iCv)<)wC8Q{tQWNN zp&l0EWeeCWC4EM-&sjCOi<14gBdaA>@IJ3A!!{X(uI4RkMTHd@|Az5spqa*E5`P1o zKiQxh{Cna|o^I#Fhv|HBocPj$B-@O7hvE8}qHOX8<~!|4q`E=ud4mS6A<-Jkb603K z>$j$7a_0O9O|&DiRAdXLA3t&qJ`2ZBwA5EL8{z#-k_;0!cItHtM4u&nPI_n!rHirVbkSuU zKfQykvR89Ai4()W#PIFL$eh!WGb3ketv}pfQabz0A0kB|*11=?A`qJg&svx?l08Sz zCueqTQ+^<=GY?Ic*=?-TfDA2hW3K3Nly;H}B0K9pfnE_fzanOTE}9fGLjRz~ty)Y5 zw*UB1o+k|9k9V-y?dHO#u<$Ib>v4(p?l~x2^P=7um#R<$I18g^n{k~fZvDweSZx7nkIed^fn!u(fvW%j}|MQ7V}5& z%7aC){k54BhH~HFORUdc+~k<<#gdI_co__S=H1QVRG5qhv&A!_(=qByXYUfMT$f(k zlsH)1OGSn?@S3XstfB6p-ylrHQ;YyF2>wgC}|2BfRf+{yBwqZ?kGQwLAK( zEDcA|ZMmAi>g_7HCfiIu(s$Hn9lyc9HogrmcsC0I=a4&Vk+T|Oj8Qb}SaMR${aU@9 zjkmLRcgWVG#nEK`!|$6A?Wxsw@FN)s6B&~G^hz2$Lyp$2?azn0uyi?6ye9f=g+?+> zWF=HZJ>}_bO|0on-qJklB`tnU<0mn@8AQsm_kTvyDP#`PP3f7FW2USBy$GDU!f)d0 zCGeW8)cilXQ7yN~(jXnk$xyW`p5QgT-nQx7(>u7c(Z z+TQ?)&JZez2S@s3k=V6~N9}~|L)coG72n6C>=gW+-J6+FWCdCUpX9u?L&fi-X?QPw zzhrK52`>Dl*Dk#OGdAvxSqov8eY8uk_;_08q{y*)KLg4+1vKZX{Kg-10{8{m%bJz@ zNO%>wvST2px_%)-w$?)v^5!gn_3&s;f<QV^HV5+Tp_jpZcrPtikTp0!4uE?8bj@7>htX;%9b z9S+scT6YHCp>ti>ji*aVeP+$fWN7A$iRC<^of->BoD<|mhzU>PTr%bykLkPk(gt(c zy*%Mn?5RiAtRrtu`{PC57NnR@){T0}p3Y-x}xv?wv3JlO@96DG4eGbhAkhy0^Z%Lr&8mS9#P3_RwUlh1;CyxlF6C)M#Jm@cuFs21MMUSa=3<5E zdLWFh(Qb0^WhX}$S0B&$UuSx?m6k1ilKihrMf$q*8V`?7Jm3S7=x?|zSMpN+ zzgCRNsAXkEwdVRWW=m)xb_!oE5W%}&p@d~6OBmce5WzWxD|?RscNl0l-?+hRi- zDE`hW*^_o5*`Ctp01@SS()wlKB)K>D}N5-WhVpgOKreDr>&u)y$ zI9Cl*{}WBSt2-FmYLe^&aWtpi)xxgpAT>arJM_GkUp zlF_xWHr}Oep36VS!jFqRqxf}JCu}2qW=3D(ZxuM+#1lub-V}P|jO{TreTuGoS!ghA zpH%ZJWA}=J?+a`7ex3;WkpAoQ$m@7#?$;D2VR^0IZ624q2{($UwY0dG|JD<~clmS= z-1lK?8`qwue|IRI3DK-;%6j?vaIA|ndCH!hh*{nBrCzdAW45|Cs54cxYX!gLfWH(| zvm)_3K6(;so#I{2qx=_JH~RU>)#K>(nG#QHc{c8ihg?>UEcJJ*)-S=9JViX2%}QWM z&Nk2Lx)S_g5&LEL`q^Z>*tK_YVI)iDo8H+_xlgUNqS_jgzDo1Il|Dr*+ozrE{+mtm z$H~wV8#nUA@+_E4Fr!Fzmb&Lado$no4-#(`#N94N*hAs|l{i)s_AN2&SP>_Apeo|d z<19Q*pBwq{ay8G@Vk7@&7{_vIK+ffJ5WE})XOu-Gaz;vpZXq> z&#C#R@nQ@cDGbFX(Gbs@gZCe?}9{r{&?9}N9(3*y8`mdNwullfmVA67GB-;bRwptBr?&$8$X zYS+Y_FSRh3MEQ>WC~X?4lX=b&J}(R5#VlG3r+&hqU(FYHV%1qB-@}fh_53H6=4tP6 zt*#)`V`9j?tdwUGb8z`zOddnGTh*=(qubaeyM&61X8%C^I~*UxCKupeo)r$za|=>r zcX@T#W-WBScU}z38hF!Nw5sZ7Kc7w%N3X-McX0JxV`m$d-p2wbh;~zRFPHq{)#?+f=omD)`CNF+~%q3E%^Je-(->fN6F(L_q+)ByPk3iXBD%6 zns76r!+a&m9u@4 zj7WL9*4U_84;INMmbF1+SZ4+P4fXdh{SKzxFSPlBZXddmv)pfBq1Ng)(0(UB@8RxS zTAwU_Ou)wlIPw@9ekRKHGs1Vl*oVnnL0^4+U;2c6hkJDk9==h)zpM0}yk%F3XxI4U z<^q;w)lE6$(Vt?@3wk)hyX03(X6%}{k<5x`7(D<@Zt9gP~YkLaz4|V=btMQyn_{Y zLL_-`Yq4Q-tmr2)o-eW;%%VrLZ|(tSPsj^6c$rx8p&o|%E>fH%r}+CHZL`PgFPzB^ z@H6?=V)9mi=@))JWSa-^VIDM+2kbRC=04=z&^z8}Q=1=US6d;iX179p9NPxtSNKpv zefEK4R-+usqREZWlgz!m8c`6Fju0Q_^R++qSd6z$)#DBPZGqM+YdKz-Z?gZx_&w~r z7RT4ZpfNv5F6S>XG5M;mVVib5{Rpk*p7shp_XoKfnrXGr=LqkH8GpWn^lxxFREcHU zJ)ebZll@(Nzk`Egp!F&|b3$-2+FqxHt61<48o$Ka3ydJ8q0x(#w`l1_Hk-gwRd6Iy#1nD{x}Gmki4pPTXG9(`WUo_COP9!{Kt*XI??f)|P^$-8hm-+7eRbW*~f){0J`!+T2aCuS{R->mAHg=0^-R)+kG{jK4DMb^z8k70Dn)AE|w zQWh5W8Q6L!S1BF)Ac;Dc!obLVzD)BRuX4w((ME+ z$&R<22cHZOIc+Z4^!BR1MU;9*AFr|P7bN_U7Y%^HOjtk8=DDkpvmSDtU#_gWs zPgkh_#3QDO$vF+65k4l%Q^e+HC3hfhVV=FIl2z#ryyb}(m8LmN7j)5=FU^)gI8X4|adt{{5kzRJB? z*di7sPF$l_&ZPc>SC(bHWa}?vT*;c!@mk9+x1~HJ_YSgiCF>!|;=up-+j`!!n$#m{ zyI7C8zkZ%lM?=3MMy@UBLG;iqlSaLt2ublJSfvjs_UygpCdzEuQmU#ag6!sV;HW~Xr!{kEREDMvl z(9H9@oE!Tr&6B6%1+wgidp+@P7){FILn2Kjb#t=JE9|w;Ckya9Cz2Jz@m^Z5qgI{{ zXaC=5@n^8G2_wR4h7A-2rj#p=e* ztQU9(W3tXaCxuouckim#JUQ!0pB*Ap_GlkLquj;L{juzb>q4JvurDV7KPMtTLX+um zuPSyV19P%Om4V}O*8AJv_mz5pMXEw1Cpb-oSx4m$#*>ppk(>eANZYTP&#oui$z(|O zvUgaeB&$_o*Dhl6BK6K@v)`bT45Tecv%vo`Sa}(*{S7wB6V{h!KTe|TUTQ9GJdOcb zos^xp{h|9k3D;@yWc6F}%r!j!GEw3i)_t7sbY%Ja#f%4(=Y=3t{W*1Dq$JldOp^I@p_svFWHF;5! zNB$RHms48y*JJM0j)&y{e60k#3t2g95;|$?1q>by-;&~2WnMfLJ08()_B1r3Mdo4W zv+nz(`+`lYY4>uN{KPKz6d>LPV=`ZRiX1;PFuLTa#HZ$KH`C#BHpm*d@eJR!- zfqm0(@mej9rO8iX;CDFFnD)sWolN7CA@i*g_4WLPE1$AwXOb4B<546%RK&c2ZdZ`> zK%>bObUm3>vkG7`2Au-C=UKC($dP;S?~|gX)>mt_rO(=$XC>Rmp%}864xi&x?$-VY zkEJ+yAHLwTn1mF&xl zw3YAM?eV`ipV+LAVRSiL>71T5U$iO2w+6tXhQ3M}e{v3YvcfLb$|CwrB>iim>?{`i zM7cs({GKbxE4b399dV_+k)jp*4u|&NT6x#Vm3$iWSZ0U6S+ksTO1D5EcZHVGIe8P3 zEw42@{))MEwV55_w~*jynAc^+JPVuTvt){0$YVCrD?3`R*4I)NID$TjS*I9PYS4ZI z?p)6IW|I32Hux1r!_>bTg4rW^67Ni2sv2~7*8hpvx<-UJ9vcc9W4^+fclmWrvwT^b z$+>hZHa-D^y%_ZxS(91k0r+f(@HTpu6-{2^H3RVcdnHHfzmPVQ;ot-|xrCG}Y1|yI zj?lt>w4BCkT4HW?z2t1F=Gs}xCl_j?tH0Uha6g-laIJEIUoE52FnoFmn-`FM8uT(Z zp29A98uF?4_h86Mqx%M03eXM~EqFVAFtY@6=MxX?Yo9{gtoFiofdR7B~*q^f_ zUM)avC~XHDNvDXM$p)Y2tuJ6oF_H2q<6k4JpKP?+jdR&sH<_L5;K_KLAITF(kopcR z8$gdy1-81#wYenSLF=%6nU?0W$S3%4EX!{)m#OEIyP%&w+pu3{?@RO6^B{JDR%WtN z5gdKMXW#4fI=;V&XRpMPw&eQ~Z&zXS7EwO4fo>wq_5$h4;^lUple}xmK9aK)o`K|* zJiRQ8e!zn7w9^D`8MTw=ey2Wa>n*uFZx>0+LNvLWzY@9gth~KZ`#|xeyEsz9Or|yY zBj<38KU1W9h-}-*zuuMXdQX1U-05DUt=qM;kKQZDc_v10=ix=gp^BLQl)pJ$xCE`9 zXXPd^eOh#Gpv~u%UP|V6VpQ^855R?IM8m=4_@H2hc9i;0z@{pcM*ExH=AHDpKW5zp z?O#~IEm=B?B#A8J@cdF7s=@QhDxWduGQKzpA9||Og58pzx}+BC ziC#yDR8zdZf)2?Y^%0qJk1+X&t6;`vC3~~(7Jl9b?_QzBRqRw(RL+yHw|HV7xL<+^ zIZJM*tC`(C37xO#o0DIYjlCiCdXr%U4h@Id_cVMOj|%hYwixv_=H{7tM+i;vX->vI zkhQaCV=eaAGdp>kF7;?x7s6j_r629H=cqkDy2q3+l%m5 zVNM@?EWqD-e4&j0B}hNdT(vt%FY$W{v@TMkfj+j8^DLO$L*sW``v?BFvSYpr%xAm% zM7h37)PO=AUYPy6pNa9Ey}s7C)&{#aU`+UW6by2AZL8WV@%=XJO=g4LK5r#5jG$e{ z%9f;@z!%y=@gJ={!v3wGH@X0ilDIpRjE9=}+^vP=ADc_+(Mq(%;g?|gFu5o5w3o&8 z`bOL-aD0cJAGuZm=W>o+*1vQXZF5KSLb#odH)EBnNY`W!DGJlSNu6gDId}b4etL|* zH$z|mos(bZK{n|G?RB)R2CX@mnP*);YWGmRYv!u)ir;)oUjVNy!bk5m2xV`*)k zK3`0@91erk-l2Rl8sz+pt5_$yo1cStG9MJ?S)*a_7Np*0=M%Lz&NzIrIF{W-yCF~y z4#^X-SL@kfaye^eFJ4wU~Q`}OEX2gJju$eDo6p3}T~vT>fj)4L9S#_cS__MjN!c1@G6hax%mY6?69BZ&sdG!|}5UJmYQ{94l5|z`lJ+S;_0n zFBXW0$rpbkERV(fV{zayZL|{AvjViZk>O*JvjvT(&@8!QuO>^f<_)CdLfFlLT6I!o z-DN3WG)o`Z8+RYw`>Hoc8{2u^wS4*{$aJS!KNel3x2!08iIv;%i0qKaJ&f#xxj|3E zF!M&7UBaS^vH5&gbNBTjQk_kMuW%|^fbQo1kMfb%)VvI;YvH%JU~bV%%Q>kvJKit! zc?UMxjWg?@Q5fpK(z-l3uF=vfM$VV%BrYP~nj7l=Y7 zXi>~}o1C&(2Oh~1ky8|gV8&TAZv@wzJ(t|r%ixjS*13an1bu4iFHaLk!XzvDjwNMT z5g^Zg_h>u0ZgZOYL9B7UXpnq0hSej(>oh(J2K7XTlIDV)aDO(BsmOoA=R8CF zNSzy?7gT2OtYkoa5vEfhFrF6A(=fZkv+lVjB!o!Y~_ZNKY3ZX6hqlfQU4gI}~ zmv-X&m$J&`l6sa&fn|1GBk>q zTUHbMt~a_Zz_$9l_&Jd=t2RD^N>-%(tlWu4jb!LJK^u9_)rm!#L!_j>t6@e~DgHvs zFAKPF44=Ob$G-Q;I2K9Pk;c&e5>AUC@-1IHlax1N<~80Y`$rkvJb)H?Hh#69n?r0G z_CBfq?4vHn7mufVb~g7Ct-9k-6Yn1IJ$51+-_GN6U+8&>==e&I*-F_x* zPW&8FFryy_ovcP4!**>U)D99?ux&dUHSxNYzITzRoH1qv{T|bDKmPg#$p^t>KBUHA z@eMSX1(BoRd@>oogG67NW~J9Luzo_6s71m*jJ@rRQq?dtx%9Hb{bL?;o;Z>-R{CIB zF-$(KptV!fcz`u>$L~LUc!#yJSNThL=EQ~*^!=q0O=&TKrWbfuhkc7-NpiMcD;iDZ z(Je*Sci1GWlImgDb!tBY#qX5QX$ZL!HcM=J3TA~x<$-KCgeKXwk<|;IlWQBVxkK46 z^)y7wOIcu|KFTY#KkIgaM0uX`nb_W+P6ryrRzfXfz&`EgyHQrRHKE~Jf7^R~5*ugV z&_`_1mv?Sto4IPvfOj=5UJt)ldBrmAWJl~7@c5OLbCz??{BDW?&+)X&XmKa)Kf{qz z*`|?^@^F@_1G}zRlzhUYwU}=Qy|AIZn7Wh}H8H*tzwPHr&O=%uj@}}^?dHcdMc`y! z`Wgm3A&|8PbG7pp9QV3fg>36Zjc<78CgnSOy;^TsANG#kzoSKR{QScE<|~yo#iz0J zjsnS+)96R?97~V!`uv;zcR*ke_Dp8oEzsNniL5!vB4e_h zy+^jJ*Oi zV&BzlJBFYCjdM@(`^?U2k@W|f%{2S0$O96MR*4)tN!Jx`p3(l7+J6y$c0y;q2)BtB z%-42p97=}ZQTUN(rsu2Q93tiPSPJtFRevxaT|}p9SQ2&=hVQ9Ho?DfCl)Wz|!-GEQ zZH~~h0KKedK9{G4$BDZej9b%PO9soVp2;~-?fB*#(JJSf)x*={as66StYXWO{PHLL zRmH93l+V+rC!u+Uaj^+Lodd&U!A<7XW_&1_VwcmUH=8wt{lg^Rh;bcQus!ZP&H_Uq zca(OQ@%SPl-!Y=fdJL!`Qs+#e>>Nt&x97F-07RSc>|?Z)OmMAv+3jTSfx!pT{t~FI zX4fm|_A_Z8Q8StOgW84S%9GgigqE{%VVwTo(8{6aP{UlmgvQA~@H%aZ@Y1Kr(v0M} zM;t`DA2H(%_$Jr&c+uksR!&C36Clx_S2pK^6X=zhau3LN z)$TrXp||ywlLS91h_;W>@p)1WHv)I&H-G47jFw&#(+|Y1ey}Z}uiSs{uGRrQodk{1 zn3^YTwORct{nlosVxrG={Of*_jVXvqIGcU;eoczVC^X^|Unwv&-_7qO7#u+-QgQGw6I2eIoyhc(_;Z7r?ED zwv+EN88#bhA$x0b&*dI0Y)to-kUEDop7K6B&|cDhLkQ&DgU4ubmez7A;cx2AhxYxX zZVvYg>5+SZi}=Vh5YKn7w|vr!JeQIvxdA`JjI8**PJ1`vf5z83;>lQb^L(%#ANWKB z$lcsgcwR=7yNUfvW5fyUUD&l#@$f&0WUof{q>mOi=V486t#@McoQLxW9)HXRoiSvW zmJ%zHy|c2vR}{p{WcY8cov(QI^a4F^^=YzEH6&3(UVahp94DTA~<>v|__AYEF29-WolyxN|Me6bDjpP~clJq?c*a`RZ*kXd#7h_EF!QMs7E8x(M zEQ4@rHl+W@TXJXWMAv@Bgr#2p1%ZXEU6b7pg!G&ANsgXNj6E~>@ia{Pn`{I96lLS? z+T2g=0W=;Xx;25wBK>w|*ZauO7UwrZ?p^3NB}X!^oT%nDfBX3SWei)vGsa`V95HdU zwrlA%St9R)#1tMdo%X}Tt_^Uw+PjJ59LS1|j4xy0Hk=I}Q+f!zy0XFpte-RFPUAP1 z!sI7bP9BV8*}NIkPN4Z@I`*Jxp7yq5zpq7}hOCtxon@hRvH0+a*G=JEf~8;Z{wDG1 z8NN|UB*=+L53x*3h&%#?tYE&0EpErv>>Rs5t(^XsXOh_?-A|ucr&U^Xox!7WXL7z0 zb1~`=wW_Q26u$kYm1?BSikneJnpgEdUajidKaTc2;qaNh|I+FXn&xSIviw}dYv1R^ z75PB!=ABV6!c>9LYIaQq!W{ zxBTW+zV&7N`xbhSW6HC1J`}%>#Lr!@`;1pCVTYsnbF#xO#)O=3*&orDx4-LucKa7qvWEW4!J`zUk1`u8#!iR9>^UsV8rKha+;KRP?;X|Ym0exQ z`Ce0RZ^9w@Js&fQEZ{LuVcH7(dRatk&K4C}Vk9lEp=T%8b5i6|Y`KyTO~8*WB(E(- zCsGs_702TI=j2Of>W2!va}aJ^r}y4^udJ;~;>k{9S{J2OX?2N+y#yD&q0e69cr6hu zIYM9H5##aa2(|jr<}}_gz5tQTNZb3Q3z^sPhm|A_v-6}o`v~&nBpIS|=4*GOOKldv z8Vbjdq7KR1<4snPy?{|&@ZxV89ZchH#`F4Ea6SyiK_(|oKMmPEu>V{9``F)mVYNc9 zCqlVB{mQ|6Q^EL>-C(bX5P1SsiKOk>zC45u)6O)Wk@GoMiIrJP*;!v5SZjs)n{n$& z3>n9!$xYTvG(C?+w;PGJu=OHr{uom)*5=Q6_k{XQ@F^$nKFtb$u*gK-+=(>FiaA6d zH<9X2UiuOyhQoLI&G+QoaUJ8c!)R1jY}jG!-^-?t;LsfHX1DHbB*_WSS&fiA{{2P3 zpRwp>mZ*Ze`5A@3+2fZzlR3}x6zJ^0?O@|Wo#%%`bAkT96-67tw*pok zMyji^=`%PK)7o6^eGRL{bR2+5Ewu1BO`4H*xZX2@Jfp@urLr#k5Nw)6&hk)tkZk#8 zvxDB*Z~7GuOEkNg9}F@M zoMjGuJ4Tc!@Q|EI3#o8Qc*Z->*|oX1}qn0!7D7#PKlhGvfB(` zJbNZn*U4Jj29N!4Jb4O}iEoPba(ZOWVZWJ%Tlr(wuYaJ;Q!r&WzTd!(y|nzf$o?d` zJBloM9=nXj$rhRwJ6Yj&Gqm=>wvTsNd!KV)wrc-7J=Gw~iULorfQ{Mf^RK#x!{Qb4 zovl=9Js!?>&7pTChE1mJDiLKp*^Xp|9>%_N*|eRpaVlF6;g20*)B^jCBV$dt{3X^u z50&ZkEiMLp=aULFZ>aYg1+2Xmr(UC7PUYwVtKP8xlME|-{t>B@lk|=8 zGG@HPQsv=Zw_x;XjnR**bprfbYhx?4vqF0qz26{R?xLQ^QZMkX5o~=X)C$9SH>_qD z@3-kC)@sg1h1k7;`AM=6=PA~iWG>88M{4I880YNa-?g`tUrb@0+zA^e4)kTO5BU5- zQr?cog~XojFx)M+=PaQM^ztXZAE~ul`OO2$^y5tztJ76$Rp`|f9_Q;PJBae#B)dmT zD;*a1^7?Dv5RatmUOwGdOv~AUPvG7gq@2S(=crXp$;WW}LYkhd^s(5ItflXgwUiPg zpk7}TTnW9Sl)r^^*=bybT*+B~B5bA=#H|f%5X9RV3!93R+epydPjT;ZDo}B9ta805IYPN5IQE}U z&%plE%_<&+-c6!Xah5LceQ)0h>%nC&)?UuO^TdnC#L<4Fs;<}mEV{(+2+?gnUU01V zkzCfbSf+D96y8+8y4Unq5)KvB*v)tMU_dg-WDmwrep%m$)?F0*0Bdex)7%}|kG-E0 zCD!2mI&o+`)(vFI8Y1I*+@4Fn))?17KL_xhDSR_Iu%=_&CE~>QUcbyD-{D{>R$b5b zSBoc$VU;s;lAUiT=~~feL&5up>7C5lD`E0K8g5edJ=%SOyTjNc`F~zvi79X$B*xsx zg2n0jFME{}laobwG5qpWvcJ}o|0o%FXJLQh(K`BPS9Z>=YD?qXH%so6@9|sKRGT5BW4x1p{g>JvF+Hv~X#De$J=|_?00=T_lPBU1o!?fBK ze*a_FJ4F4q*zq?$=JcySX}OVn19(HuHU38I-^ZHo!Ya7{29mV_``_aIk@W8Zm%2W^ z5wDLD8?R!^OMSA~>zP{phL0u(%PJ+;X#G7N`I~;rz-(N>ce_D8KZQi|_1J^F)7UVx zuWl?g4!3d&&O$yp8&8s*Y8b9JH};*0=bicB5xim^j}VYs#v;vKbc5x#uoUGlo0 z0pFwb(4Sp$R#5Ie4pZ+LEv;eC_q9Gu#OVw3N@7f&F<MpR;5#upfiDcjV- z!U3YjAT_goAW!AKDd_J{^5#zOA~GKZn_EP|)uhbI&{xEWON_GHVbMvHy1tFBo&P^l{=%a>^6vLwcpfI7%->$c)XP{V`;Px)`PDq@ z6tOfbSwDq(RvE7lLl5%l6yx14o}7G+hiZA7p%t1)e6& z92`u(^`2~7jwThfku@cQ*&-{Cayo6EHRmbvLantG@4G0Ia}>^Fxx+=859kw_*1@PM z+m>aklj&LrTh0-g8`9%S_Ii@^`@F7$w=cl*9LTK2o!3Z|(_NBh{{Wih&hAk(d656! ztacmi1FE&Rtg)zMl@C zYGp7vi;3}d`FnQo9*58~=3hzlS?P*%7p!9fip!#^1Z-1Te zaj3}q0G@x(S~;sPPaHC%+2PZd_|=E3`5(Wj$qL)W<-Owl{y5o8AA?=(VB~v(X30>s z3b!xRSN6NCAyroYOr=?}_a4c+>+|&CKFxlqgV-+j@Hg_1rwhJ?{YiroTK@r>Lm}`u zj!yG#1si0>*ienBwC%xXE2`0!77y`@+}B7}ogp+Epne1T^rUUhbQq0OPhi)(*ij#E za|+n&q)H~$8CX!AZ+yv98+$btQn#>7PIdbSd;9A(dCG6#;}hB7Q#?POy^o{oqaxZs zwYux$c~)7by}M|63cYet<)g-v0b)ig7#7uA?vU<91aM!@Wfs0pd7F|M2T3#&U?n>i_duC|inHQ%3p;0xVhQ9;=)Y?k@Lk@U%Vrh8br zsu=PmU(OoNo+Rn4)w@~u7P?=FdENA#^D3&DqqHIC!w|ih-1#`I4~ z-+(2v1AVFpQAnho0G-*&jqqEZgg4Wv0cms92GQs@k+=qQlT+dYQ7tDF7dDC&HHHr$ z(-QW+9HXkU@(c_*QKYz1e~lr3Crp#WJ7?NdiRWUd*@vr4dXRzWuL?idkh zFh9*RjNjFtFYY&?#c!m~H>`_r^It#&JsS1;nX{^QMa;t?M z$^CgBNt1)5JAJdys~+uEv(S3_bYP`_ATyM`a>i~c@ne$m_d$Lf-`YdkZ8R!M)?Jw2 zi67(%e-#`%SKlXMVSg=_!uLzr;{+qa2Ht!`L8SPa1=?xp7qS-P6Uj86EPLzVlCxa0 z5_U8j&ZNobuI`5Mb9k`@X z^AnSY{eG9Ap=vrqnDj8C) zrddxKJ_4T;;LscwPIIL`mM0JMYy9C0eKi)vdWcE0Sm9i#Zp5y(B>P*voGAD&d)49} zt#E&qzj+3C4=pOO!%uvA9cjiXmAtIu=(k2BX-0#ml{-W$Q)zfSPLyQrvsj|3tA{{o zARHF+j@&aSj|2UUl{I*AAzZkZ*NtPXWKeF6mz|V&rhrE?Ard_riy$-gy$=^2*2Xb( z+3s3Sf6HFa%y^U6{!0jr@jc`@-a7}%|B&t@NZz28ub}lUYYlKG@#@trSJgk>vlz2B#^#H@*=t|eCGY`IJLNHfyssY0^BW?j_-;=`As&f%ne zpLTcR_R+4ECD*-V+N4Z%Jii++8?sa*qfX9?&waFNS}M&?vd%2C@TsC&PCuN0;m45v zKdtoF#zgE|VGdG5k9WC}y{^eho%3;$b$A7T=moihNcoMs5SyWJAIr2C2@W(WOyH+2 zX_lG5@t8Bmt4U^`>#_MvJSvF^ZU3g@iM%&YdoptD?9U`c_D1gJgKcP^lVuKod0E_Qu8j-SeGUqT zlJ6L;Z%}qK-se24oH4M#t2{qDT8;hLcM>Zc0il1D&3dD(p!t_H$wN5{F0Wz#3$Fd8 z&eNFKgTEX{`fd1eCCe6u*mm}+LB|t)`Z)dHg>hYyc4VvURojLS>sk67zinA%I2|v< z!Zxn=gI3m;?9s-BJh2X*R~G+sGVp!03_A00{!tdpO0rg3*@^M5;oMnj{|@UScrcsC z7RSP3@P0-=>qt_B|Ci>`$>N$U3U~42sjPgd7`EJRC+Kd{!;^TJQ&|3jMn^4ui)&fi zUW@mX!l^%TW1SJLnn*mA#ut+&_xneZyt5g{E^_6>_0L(VI%KP`@?ZY{rk!=98cKr= z*t886hlnBBdC(l+f1&ds`pMk&IOFuOxY(67uEnu6`aak1aMI1@0iD!s2-!ZY(2G?6 z(Ctfp+)d3VFz+XLuVIO5%D#Z*gW0dNnDjF~^cG#~;n<7(=uJ^P-;lE-Ics&29W`0I zuOd$m80O^ItQs7u)c>$(wVn=SiKkgO8LXG%_&#ywewI8MA3oIT4`g_Z^=Gk0a&jI6 z%fU3ipFh1Krp(c6p1{2Wzm3|zO{o*jcCJ)wZGjebNOuo={S42n@;#W9bJ|OP@nQ*o zuV&OvX5>dPWRhO{iHj4J_>rw!ySfc>t>C`bXRna?3Ob!BKDWi3+w@ck-o>?90{TnX z_iIxAOryhi%__b%oR2iakz}i@2k#4Dnw%Xal{-Vp*V()Vk6j|_&Y<^ZHFK^(eaJkH zvpJ0_Ij(zX`3$AAYUo_rf1&jSxbhsS+LCCR*N2-k>=56-gX|S*Ci`b8R==19#)%id z;b7v|R9GiZ+O2rl1j6J@%QhJ&`eXXJdY#A4$C6|NWPUb|^b9>WapUMY2;Z8lWoH9Y}jMAcQaX9VRr6_p9hIQ#Q&kB zFJ&~j21h60dSA@?iN2Lw%l`hi=(v-d8+h7w*xuyxH`phuM83!L{zj52tiKA{MYR7c zDO-?ieC*M!S95`2#Z=kopYVn}`ADlQwIZZ{$ZK3+DRg z)29PXlG))-{}(|tS@Z9PV$SWI#?ICB{ysb|(`I&^jVxgOQc-6KzCDFWgVa9_|B@Xx z-@ki$cO%TM)p~jS%iRy&loV?}G-|KH zfD>6eBh%F^m{Vv@DEMBH*-UcqoDA7FG3I#o9K!-l#Jk`9cGmIQe9b(_t;{LUw zOJZ*y7S1lZtQD!iO3BqUoei26jN(Jcc%XPQmzS@CRAvPall-H}9d{vAbLQF_ zcwVbybsl#JOXrmBJcF;T-R(xrmqq5+S-*|a@3C%2J&oc6ef71Pwx#i52&?6kx#{Gb z!dtR#c7orLbWe`r0perff^qkJ@=rFaD5{Z6kd^3Z?Aa;=2lUV;8+T`5MoW_0u z-3zgEQ+m5ApR62fGFyf5TcV>5o@{NP^TAye3 z5wT8Y`)hghjj%m{h82|h|9r>i(=g|o4`q|XeY474`>xtLl2m7rBu=29Rz*zx`O} zd9{wl=B)9W$a-%>HyL49)8I+meUD|IQsQx5-VH9zG3W}h??$$LQpBjC^zVFeG(8XD zMXT5(`)!Mff_Fl&3)@YERTZo#4~4}vAFWp6+QE8%Lf@rX?@^zfEaJQYwGJ$iOl5QU ze!kt8*6;rKf26*rL1sSx=!a+X*z65RB;Sxfq22R(dsT_#Ost{QYg)>_!sN>?T@aJ!`{W$#T1%qjuiuZqTuj?Y<`Y^M1jVtjK&-&GNKJv>2;YzWH6`_W`;bYXrzW+??54lrDqyv0IJH z`QvO}|B>sDD0w{Zc?p{5;dTd_mDJCBMzP!->r0Ab*fkk(^2A~Xdmo7>e?uzgXAIU( zMOV%hpV#C4bSOQCw{5+@n(P&!(qG-yWch)u{^94tShoqpkH&|MRnk7ZNA2?oTIYSr^_%V_w^d!bX7<$(#PRu6l<}p zB8hL&>NEJ5OgdL-^LTc>9&g8E)G}=Chg)AL*$s|0>2fIvE zKD`{o%Rf-!U0Od+n`hbb2&m`$hKKc=`P4Zqm#nCN=;1N-a^l$}l3WXurfhnk81oip z=eyqDG`|l|w(BRSPM-zo<$S9vykDi|FnYZT$4^O-=Q$gp@if*ob@DvmCe}=Dx~fL@>=$1Kkt0Rd%Gj_OE)}(UnQ@{b zXqUwttrrSy!U1J+%2$7 z4&ATxIzi20m{iTU+|i7(J)bSFmHmt$hrnsQPd|ibPfT8=r<~A|6M~O{|AX+(Y@w)j za|(8Hv<@|zw1rsCJ7^96WTQ9=D;DVaMfgvkNzMUZL)wd>m-UP}?>d=wD*F!5Oe^1z zEZ+_~z-+Al9ogYwOz$QVWT)fzyzUIKrWc7$5^b+1bs3&?4yhX}o$>c-Ki81G4F2YO zeX>pGjE)ECH%_nF-839iE`;Dmus_ge$wd`Jv)6bHEjH3Wdz^C5^`?Svh+nc+PAj~Q zMc*KEBWT=c9O_E9Q|Xvo3eCll61;JL$c&*?ORZK@zJzxtq6{31LH2KY>{NRnAIg*2sd~)Q z*#Go#1nyO*eIqe*q}Z9~IalF)bzXTnbSAkr3Y&i+dj%2c8L@0pL4400=Z?646|d}0 zx9rp$#Fn}9G|PD10Rx}Ioy^{Pil51c^&9&x^l4q*_&+Unc3)yQo785Rxvbk6ubSe_ z)euRB*sP!|&42UMvIPq)5&fsK*URL20`o72&}TGw&)jB+=<<->Z{Wds0<_26`xVhD z`}MQR{dUo22sY%Y=Yb?Ij=vYNN}efXeO-Ah*{yWGn-9anKm5-*%R@w%#opzVn0Fv` zGx;~Dcc(J#dCzpd@x1;YgiHra_|S-(ldbRNojd5zMu}%Iu{I=EXf01xcl&fRuieTA zdyBZglW#ixALhH=@G56L=QN<7@c9mH=EUl2acnMhULbAqFJ#1f!^7&LO znoXCSG?DvASrgqHr;B0Tjd<6cqyzQco9ykOk(EC;u+v()d z1)JhIpPF0rqsKH>?86>=**3f9vL+xWiFU=tk9b0IHXQ_|?2b4Js$Y}nJ-&H@KK6r9 zPE0tKh4L&Q`Tuu7V+tuI@~sU%xt-KGYx5-bK3t6b0_$&v$B%6GEFJR{v6^zP>$|w$ z&2Y=P79Yc-shVfA)jTp^YAjffJ9pA)Ej_an@K}61k>(xPrUXoqt8g%xn!#i+Hhc`_ z^{lWzyMN;+yQlAm_=)`Dcbv-e+dgdllNi$sPp;DHb!H%Wws*La1L<;=S7ViJ3!Mr6 zKWn`GqQC;V$F!YnBl*>{KFg^L8}Z-<-uaAnj#oFUz~-}55!}7O+%RVru2gH2vJ-K6 zhH>&>vSfewqx>cNpO({W5ntaViZ|qu$q&+9TPu0WMYx@3G40G1vJNdL=GGEX&f)nL zp_@}CDrv7HufJDc$@6*xl>apH7eg;5@g3y)5%=C^kE^v% zi5(}9VHO=nL$DUCj^U+yXxY~6YM?#~DLF^0$z-3|Z3_`<2r0UeFehoRV1xJk-b${9 zY*?Ed8@+lF^22%CGALw!Q)Lz{Oa2|KlfB2gvE~wJXOG~&u4gy%&FZXS>k2$AIR$>j z{c=J{@-Cc3zP(C4@A^<&x(xz_ z@#rhq<%Gs>^j3q`qaZbfz7>3SAk9x8-^Wn=pR0wiqK$FzcIcN>`&crMGX9MhBl5)m zQr_~5escci1!O;66qrMju_W1`t^2S(>z{IddV9@bM>{ok7E$xYP-w=hC|ZjMo}v zGZ)Ku_RY!;ApgarYlJJ^{j?(G-?*6*-CL-itOUQo=*j{PkM*h-pXr5_$vu%Zjq&XR zX;xnQgV-m}%%j^$Vt>v;yo`mPXSrl=pQu(9==@FVQ?WN$$=_DzR`LuL&wtfR)~@DG z&SqQ~kC)Swzm26g`SfGGwZ-0KbNSenWEy;4sb%ch!2jaVx=&wOK|ct_xqH}H>$#JB zlDNrq=!XZ6p$R^Zs_8IZexDa4`E_?i5Lrl`W@n zY~x|sU6Ol9$KrC%w|h#&xdtl9j+9+012HYKJ&Wx*D>i4;FVaV4pH`sbEJ$QtypRXo zhP`Uwc{t@A`j(QPWCX-Dm{mg+)UH16RZ|+!S z1z^s0Nn9%l`|M%=o^`ik#Aj@tY}d!ox}FbT6I9iV~%GO5#q=sX5pG4cPvb z$g)S>#k4$3+ZW+Sp2UsDubHe_jQ89Kn^ib;n~}H&UB80emvEB^+9Fa16lfS@$>zW>TMDPZ-qcVx}BxBPsx^Zz89){4{cA^UNSDP#J}MrKbXIi!HMCp z??LAOxi*!B?qS`73&x)3;PQVY-3hpk)z=2_#GgWgBx#^YiKGk}nl&P6kg0@7G^og! zLL`cWqEL!TN~IJ^14SAL2}vOdjfRSluJ3oB?{YckyzjH0z1O^Nvr8&rr6T%`(B8$T>SO;JpS~>c@B?sVmVP&p@H3KJ0`raZNY=hSB6?dq zIo0^tHC}^UsmZaD|2-~JzwF#|jdea0n?Wa86U(#Q8#tAG_P-eI1@Y@@f3+mRG-Geq z-=nU}+Ue~umTY9M%08h7#O(Tfpb|`{z;eFtdhyv@QMGe!ALHarWleqO`g|$Nu7UQ` z@XwBnE&AD^w^cZB8#JExZDIUA#piv-FAvY{SaUadQnT=QzsG5pRV4r7_tms-57TLS z%3kC1aO@5G^@ni>_PJ6lyhH4p9ELq%a6%a7~96NSF#y@;{4ZOu>^i6 ziy3!8JUJ8U)2wj89sH?|+{(hg>+56lVAfsK6K9HILf%3(_d6A+4#)nig}x7JLr6PN z&wpW2GA89p?I(P^hVOr2oMhpzYoxB2oT?=~SZoiS*25y#%vnX8454qErJlf!<|0{1 z_P+q#j+?wU!7ge%{ zWq@98BKIBePsX;ju1qS3J$c{!4ZDvZ|2I%gEw=BC^Dha$G7F@dU^AThh;5D$6W7ry zIr=Y!MOJ^6*SacRp6uL5eA=LwE%GKaG3AP`x)T8jK3ZGm2KO0k69QJd`zlcr^{mc`-to%skfyCLvFnEyO%98g9R-H=Ed(1@bM4WqYVF+vwGIn@) zx3)(>_hx@>)9-i~PSn>Kc-?~xd0*HW^RgQ0O|do=u2S>tWmf!&#fOnKE7|_xpUn`H-98cY4SKcr_bZ@G&`$)X7g2kP8B5^>AfsV z=dJBtviCRZb>J7Nmi#f9kAm`HdU_Rli%3|THIlpNAwLg=;?Xq8^Pc2k%FfcPVY(IS z57Q{CMh<4jRIyBssXp*5L!(sTejm~|_&b&ClE-E$Yu&;lC;45=@djG_;7INr=Hlru z*j2}D@`me*dB$i+?gnhLg3O(Ln_cX=w?2nGjx=6*Ki}rt$rE3R#oIelRTTb&wm0$C zk8s6s90M~|pz_gUUr@-Y$X0G?G?>1vkzP}Dt{=j2MWG#PTA`!*R$!s}cZoGWJD0>P@-b(+uR#J~@X)=}>R zj8+25t<5T>Ni{~K*s0Az?YHB_tE4{B6|)L}Vdmge zZaoEymh+sC@#%RUnJ13ViIU;=VA>3Z&{mS{z|}^gZZ$nUDpIE6b{W2(x-1*%Qk#X= zhWk01vx@HW#t@JTWJA zFI$^6lk>R(d@gnFSp53YNQ>}t0?eE1=M6skBsR^*u_ds-hDW^x|I`#c+||;Zdg+Qm zCyI|}vvjgMoeR;-&UrhqKc5^xw&qY8BLZaA(Kc<1nV&W}D^+vyL~#U+QUPnP6ty-KTjxIBvF?N~Ky__Ds}LcM2aSn3bvEoG|QyvAnl zlBqL`90Z@E_1~3VUGN}z3?6|`Do>VT)4Rx$%7dlF&>u+q3$44b!?(Waj!6&lw7#sC z9Yt%%af7pO;2%HGF%{91Cq7wlCp(sPH!rd3Txh4JPF7;?<|(=M{fM+1jJ1}8qiI*2 zX0su>7+?FCKjNdsjn{0F8ih469F6hcLwIR zfMX%roCN>XB%A7+>5zGX4K|1hsbiS;Y`;2h7bd*v^8sX;WOm3i;iWVfujf>l&g#DV zVDgVMvxjg#{Vss?C-{;aTK};478dLP(V#h-CZF>9Gx>M&kUY!F>$7?)QJu*v%CW_A zh(5$yzvT0=QFHdb3kQmu+16nGb!LcH`NNYULwB}b1gka9%Sygq@F92C6Y%JBBc&?G zYdE|WDr;R^{0Xy8Y|_IwdA58Y&06z~twujtq#VskbD>dJkI4`C7=3={p?jdy(O(y1 zNwOYa>iA#Ktf1Gm5MBa_sYW{xz7OE;(>U}y%?E3hw?WrJ^DNgG~kiJ`jYTPKeHELGlo?(1N9PT`Wo|cTq?vXHe>z* z$KHbX+a!3z+3lQFlw?zBHj!Lya4*@Yhq3%1eD5qW45wY5%-!X4FMhFrjV80s88A%7 z@KhIYdz~&$<{gVBX!RBMvsLe3!0q73HxGC^y1fjm-=wD>osQ21h zodL(xG|!Xi7s>ODvs1G?*;Ge}CCQeO>>vx>NoF_b^AK+@x=n|~bZ6`@5Cx)BZ z=O`MUgU97)eh^knHqKyISIInEiPWuJi+li&|6uSAPIkq(x1h5f&igs9ycju}6i;B* zS}(IO=h)y(qaW?s_Y{BMipjZy zpQ3d!oLPizt#BrL((3c*ax`np*GI6+#blpCkF$*ybW@w=BfU={Z40{X)3zQtj-kg6 z?Nj?C8MYpW#TwD=44OOy+2zp=3??JKD51&Pn<&jlr|ot|YcL_WM0vk<}$x8TKa)AExnVJUe@%dLMjxyd8V(OnXc$lXYCguK^@j8p%XAX{j6KT9iB)J1$=D~9~)JB>z8e=Z(E1u5B8mswVtv zK`Xfe&&K-?=+MXr1KDDKy?+U{teEHmom4b9frSqw%j+awN9U}F%A2XVBu@33XK}uo z5nd7bieNw~R!`=H`8+D`TgS8FMP|W;&Yz{n60Fq|ODn?gE)n}WM_x6@{34cg<*(x$ z*$0KLP@iaK&ikA0ESLAmGw>lb!;)nyd7G1g{uIpFh210gM)tJs;1$_F`x8%_E|M*$ z^%tVoe|VJY@Q0dzUNnAoJ>?1ArF1`x)Q3VcyQfwpiQYUIS7EEB@;xwBF z*{sVspADL^>ZcG-9_Hy{-E$)3|L}Jt=`S;84M*=ber=!U!uczxg9Eb%Xx|z(Nhn%`Lvs^Uuc!wC+o%K2T3{}`*!l;vtUt?K3RP>UNq_;V>rSjILY}^ooF==C+i zz4~0C=N=@=ijv&_ya?+&D^K;wtPfbs&qm>4GAX7mV1uok8;jpQk;jY59*~BE0#CzL%cb;DO$lR)lQc9?o3R+fc=w|B&$h&<*irIG&RCU zVRGIRUWTJtY5g?+_}l1XjMW7KH{oklylu;FbHt*4pXkzUcmLdc~u#!d*QQc1GQT)@Huc)%G(Yk{fzj8YDkw~3oyI6HTl#c^mCeTzUe zZyfvM@y-GrK84#GxN{;*ZfD8E*tWCr?#0Bn&6TOIyN!%%{Jq$*8{l*qDR%RPWAsp! z2B~k7E3z&|uPHWF)c-_wN&dePeB=+hyu?~xuv2^2@2$$29O7BCXhVw?U{S~BZ!vlVUS~uV1-QfkIMim~=h?RyE z9J!v%+x7CeD}~4O*as`>lCTsmJd^eU3L5@T6(HuPR17 z43lGdLTMa-iR|Y&x{A!xq0);4H@dPI0NotV)8f4rcG{1f`lo`cI9@)bttc z_{HSQ`^oQ(oGg6%@#NQ?^$&E%;!dK`BwRa{4U-RZ9mY+@gZ*+hGzIvm$Tl7 z<3PGM#FeRh^Bi)lCue)VhiiA1 z+FO2p#c!9e-!Xd447rVu9|`HExb~~Km%L4L@N_mLOOWq4cM8|y(^gi#gDmld6*2QPvqvWby35`odYsb9*?OcgL?6MYLoOPd=NhU3@}Z z8ZX{85}RwX??@xBW|@0^zTDYW=ui!s&9Nq#JzjI{V+?qPe=P9VWv&B`g78F|ruJQ9 z3^3_u|%eEY0=eKz3}!qml*aFFGav`CemA z!ny@GcnL0ijj@q3ndNUKeQI_s$J4`McPTuIKx!TtZ#AQy470J&O&*?#Y?>8yN5Jh; zawIcTD$eI=eq}b^PP1@fmNPr)uZ&1}j%%YlvA)pHJm*b@#Og-apQrVMT2UM-Ox79& zvt2(&hlmLq;W&vTx4R-cmlQ`CKkq9hJF=7|)`_eS(ez7<&I*~rG%POyY+;Wp_5VF> zf5U?DeEbgg7M<9mF|13#q7bi}4%s{n8pVHFz@wpPHIA%Li&Kw6FYgIX6a`;km_W|bK=t`?G4Eo^LMA1D}Pm)XTGzfi0r?zH}YZ^HS=# z+{@C9jXHsMq#k{DT)BkDUqRzO^t=y_lO5?`?5rlbfjsTYbD_)c!cJ&HcbNte1QJ5B0YPySCBiMySq&Twe@) z1(wOZ`il{(<5=!#w(_)jWPL%TXfBd1=4YSK_($a+OOCE$_FpLp7_#tBa29%)oaRTy@p=*KN?42E%Lg{12a> z%^Jx*KU(Ck?W}by`wSHS7H>8=-c;MK&7I%*zrX)$S#FavQ&sWR0?mfQbuW((|9&v~ zaj-v>U+xkGpC@%02rY!^JM1#X?^kGi4xTp=2lwG>s>%1}Z_}}49$CJ_^s%gafgX>5 zRWfJ)!1hPe^LoFt>%1vcKZ4MYe6zl9+CphL4xA6yk>Wui{Kzhx@7OSV6%XYP*XSqL zNC)FuR=ymo$8He6j(6v(^Flo?B2!nkxDuNVh3}#4@Us41;?Lg|a64CcJ!src4E&GO zdqtM4AYUpveJ$eU`OL8-yqI27#DI^)iP3&Z1QyeXq?o%iRCi?S9fkn{_&No zndP+l9H*Z!8>WKS2S6 zn0PB`hCq2WUtEbnTlvHyY)(dktj|AL+{`M%)Qro{!c@xsQ3P6v!Jk8PmUx?72b=Z! zB*ga9=XAWynx~~a`Vc*JV}Y#y8SLL<=BACfmz7pK;hJYd`-vQPi61AC?tb&^bduL~ z<|!=E5y}(z)6I0rb>cjzO>vFz8K!N)>a$3gJou}~Hd!CBU*6_sokQxfcA(*2Hmpak zza9Nfk5zGPDu!hZTdH={Hc~e;$pJXqg$0U{atj$B*3WQSx1w3rbak24Tsg_uqoBMWuS?FD@_3vbCCQ4g z5aP+Anw8nBjg&Xge>u`Yq-^T=&_t0D}tJLOf( zZtU0>=CFolhr`U?qcFaIK}fF?O$qMN&ow*+N6~v0{+&iD$OX1;Q-nfBu z#hlk4%IC5|ZxVdNjtBD2I{vy%e9Nk_Y3|Y6Doe=k9W1chA!pPw? zZtLt+Tux1nf7tE~Er&Q`0Bu&n|6Dy^Ny5}hongGJD0+k(KSHP?wlsluD)*&wODZSE#SnY3qQ3~ekpg7L|xz5>0wsYW~9kk!F=&{f_m_K%h@Md~^ z&AyejxPZjDkLU=W$6TourpNDmBzx`lcO{c+lApwky1v=RyKaH&Ox9=#%UQhSKK(6Z zm*)O;6&T!j~@6Sq>ts6*%PS!q0e9S6N}ygrpWZ^z(^ zd0;a-E{5-H-q!;rlcCUvXC=$ePROScMe^>JzmDvZ zb+Y?Ir5>Mu&gWjDNPF5Jh&j`ZQIXVb>3Wo&CmZi;98Er}SB&@w25yB(XXD;Y?mX4F z3`e_(+$D{hofkD&^Z^!oKxD|BS~BIGPPXKS+h){Ub7ej7bF{3*OCIEN#eJJ6f*VbtdQ)&TZz)A%{4{7&M2SXvk#kHe+1 zxSN~?KWW#J7Rjx14_uCi+cjd!Q)1S|W`^8jE*8Vihu2TMtsBI%Mm@Pg@(y>TzfPia z-d~R3^#_Xu$#ZkD9u8sG9z1Rc$w$F+JuW_kL3vBkkY&fyzP)RTsw6GzDzu%x`?6j$ z9D3hhc>})PSm!|VHjLei^OM}2tYWQF&N>+@cKez24%f2NEXa(*<-G6gYV_{pSd00G z;@om5&NpT?dgLnTDbf9VJtaHjBvB_h+dDuh^*HLAHUFm5XYiUwpDCimJKBH8cQ;`` zDnuoF`82=ZFk7{95r2bht9 zWp+aR46By7SC>p%ap?wHRlvRv$Wxs4esgY~(Vm2Z?ZxJ`dcML)uN7Q@y@`2QTXUse zv-+c^sE`aZwdlWIR7g#LW8s;7>~q<*8(F9G$XoF(ImPqrCHq58q18+>WIjs1?jDaYp;^NQKn@Gg{+&E|esX9ZPD=(W;rGVPv#eRh}~$Z{p&*~Q<- zxSF`zIg4pLO8i{HGmaB-l6{!#NYecWEM*K&A$t#h4fR#jwWKbQVRaSKk z#I-%F^Cl1Z!+da?Yx6<)o+`vw(0{Nt$%cFfG?uWz25jA+RqiogrulgOR)y}_zx6mo zzogAF9&#z&Z#Oqo$BiT4R|W2iM8g9iJxGjdr0+Y~aUmYMe!nMiyDJwOD+9^1a zch9K<{t#LI};*1 zT$co&rAB{5d`_&M>g?lrcoTRuXP+bewF^5>e=h1KLv(*w=80i4GPXB%o`WY#(NlEFK8&|Wa38d` zVr~x_R)a!K9zT_b#}Cgi_VYAYNUuBTewt`FUHjhjy-6<L_kBi~F&%B*yfN%IF*`1$sthQsDS>!c3 z4s;!}9UHT!AS(q^cVd4%mp5Rc7cY6A){QW+A4@mT>SE{RsqA*Y zvzw?B+qBZMyisNtbrdh%&UXgs=~0~fAAS^p^gKGe0fQ}cDg}-2Tn~H!kM?*o)(FY< zTEz&ZShPGlEu&R(3Z4Y_)F56%@~xPh+JgJYS{S!e$NXGA`l5LGBmX>H982|q@AdE* zrvI+5*I6gksTS*}F`lkqn@8||KS+K-%6U+3hJoK|d!>?V~u>T|6kDeM-mpLRo;7b$ITx}a~2+- z$TDBxQK~yw9x)|sI>Lz11~ylv<)^(NxEYu7 ze66Q=n(VZP;K3~Z@dMm{#f)t}{Y=l)V%iI@I{rGJ9iAumad`I|u5G}Nro1ihbBBo@ zkBNwMFy9^e@OQg2bh4*q&8V3$c!#l0D~G{*cVIkHE79 zn`HIFAtacc?0R^fE_Y+; zNi=E?uiR-}2$P0d9;azw6uNp9F%*(+~UJ7GxA zf~%J?ystad#_u$2&63RYj_V4H2d8 zglBf}Tw=^S`2IS*y-%{=pm`XrFZ3zZd@I526`yAMw^jV8CyM6H`o%n}7HOtC`+qd7 zV7!j-P0s0LE@&mHB(visu*(y>H_4W#k8REKScO0KF;Sljj-xA2eEo1DEiZ zrM&1j^6$mEI-=Z9SkVi&^2B%^E2O?!d2G*)&S&UyhiJNuZC3Nk-K>4F-+2O&+%6;8 zI(eKvW|1R}--F%D@UJDVVm{GtUmQ4}jzgh;9E7*K+Pc(PZ;A;$A$%177{)6~k?RCp zYXP}IG%60;QufU#XTm z(HW1@dlR3SN1notbTH?Q5#c}A^Py09g(u{GWE+kYqG1btErd^MajYa=PiTDZ+^pmM z0^)~3_$QXU0z=L)Mt1$=4QflcccaljXTQS(s>5t4`I4KqB7G0Wycc}B&m5Y0XBHH; z7~?}s$rFMKG_K3n2OGO1=GBGb?~b;l^Wz1+`IWy`(K4%9reWhR&PwI^2BLoU4|Qba zNk+>Wyzb<We3 zqVgb&FJ|47oxR)j+H^R#)p|U3+-1Z^S^H4&_+D)OgukT5YIhvTbD-$6iC=VpaWtGt zpS&Mg&(Eqj|6X2E3l=|+Ak~WUCg3ikUh8vq6x__(wOH#--!`L9MQsicAuh+n&XA3XCCcY?@CrX3bI2;^@yKek??!$Ne0Ppc-CJmcMPky)8`c|@|W+E zU!ga<)E61HIA<>0vU1{UNd028i$tm>Y*?M_RUtH;J?>${A!110+0BIQ#rnC9W3@OVEKDg*zc(;tkv{%*MjP$M;o@Qvq~7oC5FbF6BiXGD=BDCM zo}2u@W@n36xf}mOLoWL7^NhH#@e?Rmq3+`W}w+A#j;< zZ^fq6?7Be82a{gPW^i^!OY>YK=NBj%r?kIeKl^*YZ8 z*|+x;eCyC?qCN*YqdreBXFfhd>o<8~_8Vq@!v($_535`ueCp>DMn4-0iSc9UzJLUc z$ecRnp&)Z52;o5Ir9;p0fh#%T+@IUYorX&zV2hL#n@#Pc%DxLH1gt*^lh08g(~Bl1nLfOEb*d-;kk(5su)2 zm#{*fG}MCGKJq`!uP-NgcBtRZx)14piLoCv_N)51(M*#ZvptO5TEwjF+|-iqDb7{I znA-UN4cWfK>8uOwrR6)u%wDugu+RRYWQ!t3C^wz)mQY?fxMe}#|VC21qau{>P7m0%WHDa zJBZ)+@pBPY|Et|JmTaQ8o-FY?dEXOv2IBN;)_EVQJ+-=-za`d;g;pxRR&o4veESo3 zs?hlztuJTk3ve@gIeKEmAP8hl;}atB>7;vsZc}KJz1c$?O;wd=aiTab-ObW_vG6N? zvIADSLp#KuTKM}5Tp`SOFJJ_c`JzwFMt4N&6*~zR_hBh_Hxxi>s_53VE zKl1lD?3_%4s{S`*$7PUg%{p1bkd@i5^Xbj>*~Fu==d6ralWdnin{_*3UL82~gmn?@ zF3Eo7Vba)N*Fp9%{+#tOMe)4>d@Gt`mq6-gGB&33UU8)inKrXyS9Z(#>gi(Ic6$De z1LN^96*Hb9>y;3k1EVMX9BVcj0@*q~Ri<$hx;_Je-t6|W2y-ZoWjE*k)@fvxxGJ$DKB>-{C)cBjE1{%xbn9nNUvn`ANi zPAu#X;r;yl5PS2E<56=)?%9%Cd^bCdGfGW%YOl|J?4M^GZ?o}wtZ6CIB#V9@NSueG zt9jjGqhvpSRkM5Y6Q_3R9{oMUD#_{77!RI+?+R?0&qm4NeF`=YHh$`z@5fWy`CW?d zH-ka4QSRrP>)5$0>wV?-C>Rf;Z&sI&(?j-;{He_a`bo{!F3vp>R_#RW&PIHi*L4tM zQj6dWEvGW|YdwMsZQf^}2bCHr2I z@$Gb4zoS*2!(61VcVT)ipBQSirA8Tm&5iY1ojrcX=~N+pg_VE8=9A12qhUFMZRh#^ zZofa&YiUy6@4WX!nR{6?H3o0wm4}nR0y}r$D_NV?1lo`A6VWITh+qwpka7k6V!_E~>V@=tN#4L`@z@N3q1+FV*pA1z_HT`!sKRzs&RNl(V2 z?5Q7!C%@swX?RoHeDi?u9>RuLro|PAh z3~%9mD#g^NZw=DDV)X7LyMoUh#n$zC%hh~xtIzL{s3g9vCwChoJqV?)exHmLkFrj7 zZ)|4Ib+|c{w>^(r#a(N4(Mu;XY&U=WOT!ZIdKPCt6Z2Bpcb^DS7K2|b@PGsO{Ql&9 zNMF0~Fe}YAiHawRJT)PCD~8<eXgJX;CqJV>xpF9pYvWPYl*N;B?|PbVi}QyC^m?~o&Uyxt zXRuKTR%xowKJ1vh&7X@ZHCeR?v~&G>BAgnq)bV_`FKzdbbfo?dBgOOP`2N1%Oy_!L zjUhZ~rPkGG-ARi{yytiAQ$ZwHm|UuMjof zGUl-&U+PH|<$+mKx!CNo#g$$qkv-R|%jkC^Zk=CnU%MY{`iKcV{a>QxFC@!KvWC2B z4isNx<^TA|QQ}kHf2?!lcOy<`kDJUt17OvP=QhTJf7o|DW~M&ZQ}o>K_c)TYc2?Gr zbYS!2U{glB%SEQ##~!4Y8Gf(VvbQm+l6WO#r;zG%I`yV)F9@cxMRo*z0;_MynaqyI z`P2=1hq%wm?!A^~lI8y2smD1Geb1cq1nagZ+x7Zh!$au>>qj%n%hK*s{VQyNAj-rWfo6m_nPqNrl(e%FJCdz244CcjPGX2S0J7|BWumF z%V#;J9Z&nz^~v+`o_u|d_=jM)oB!-j`^|R_^7Fqh>!Y6Dnmi(s~=R&=Q&o4qN703_A_Qo*Xr|+x- zJRSzg@znw^vYI$mowq^wRsEa{+r0fcir-!b*|)G@q!CVpeOBNvWxr%FJBvkcW&cNb zS)YPP|DW%U69H0tBloAT=`&g5m*9Q_jJ`-;c|KGIcCSLF0><6Vw(rn&DKEax02i|-tvila=doYmc~(X}iWi5|W0>>SK<|cv>$Gc(HH#FpuKgLHSX#*Tl&e zNO!+^ufA3*AhX-2zAW%B7QRHv)vS;!-lyUDK8sc34Y@y>MAGcZ`HE+xs%*0QPSqyQ zxc@GY>>b{mipdR)y9$auAb&cR988vE#92nmHKNq(`n#Mb{=|+))3Bj$Z-(4{B0<(D zrLNLU9PUi_kD<~;KdBHs43iJh_kO&mnpTgJzk`TBjz5p(NgJ>&&qhAPo;_IkFIJv{ zU8mq>)>UlLI$7X*k!qT6YmllDj%6qONb(he$)&tJm0^qP{cc#CjWZ1#yNEU=_~M;L zN#5COAH5-u{SYizIo$Z@uCX9{Q}m{u+|8D z9K!yIqgRrqJiTW4JQ6ldaq)HbxstqlojsN8*&BJbGaq8_It3AJInDC)wl?f~@x4X* zAH+7-YjL$0kmtO~gBxAPLnO}`f7HH{(QD&U^0ggBi%Xz9on2F>A+fpy8+=95)$rcq zx?sLmv+%4gd(9)`OJpD5_!+pJTuRwHnCqNZjrpGV(}nFm^Qk4fPv@_xZFLvVo`8X0 zW88LHy^O25vw4li3&g|k%?^2Lve1l``|{lJXIJekjPFUW_wi&dd6I`=96m22X);57 zPM^E<{{U&qvgbDb*MqJ0gU2g;?0d6UKeBEk-!e?jyNai=ZMSoZ(WA97YU9pdtlpeg z_F&hm$@wKMKcaIRV?BjY2a)PRJiLWX_BY?0#O?G)FUAVIoo@;zw1>GIAT8Mq?F)=$Rvnuv=92w3Fl9O>0{&d62hsF68 zqU-&q4=O{h)a0oR9H;seXV&{7r!^*N-AZZToCoE8=;8*1IhCc2A0L~_l)#E_zs2P zr*yf8wUVPMPsHDZ(F8H%Qs_6JYy7i;YsTi7R}(fH^t4V)&kEC{p*WSDmta{5?CFBL zd85CYchAC(|MZjnXX`}j<8k{D?GA)OYdtMusZ?j#Q4pE8KsS||S76ya`fLxuth9R$ z&r65^f3VDG7FvPPkMpi7zPSfYQ zG7X)I3%PUYB%ZtttED(_A`3Ui$O~AYhdH^J?`N~w1-SYOTc3j8tHiA<#p{d7dK`U* zlOXx&{)5?0XXWj9QlH|kL5W{#j~Ms zJ;;$fG00lR)1g>cFF&x(4QxN%RcNv$bcRpXIyZuTs_*s}!QSR;Tm8@d{xs)aj+@EX z@jm9gNSeE8zmnAk(6a{Zp44&<{IY-lK=P#S$YR(n!{W{SGCN4xL#I4;l_}t5FW0ie zoR_);O~_dv+SmF0AD=y()R$^~HSGt8CRbofa+RJ5uSaRwh8E-aT02^P43#74_`UIy z$L>St?qk^x%qzcOOLI2-y1 zXjO^CS!I>0;hTBnQjuUSi`~piA17%)*!@7C+_k3mZ5wm@3z)N0v_24yi_BVyB%2DZ z!2cuBRx`jnQQMA2V!PdEgEk%x{qHJd2VEi#(Nsa7J`AAly9mw8i zVf6`^_$;Iw;#StoWwrRj{N*fhCU2-7XRX1c_!9!<_1Qvt?8q$NEX6 zO&*@-_}F67-3OujwVP<1)DiwftSO7x+0TCnWRq_&S9EXjn$)ytz&{pa!IZ0(Xq)%ur-_U6+46Ey)~CxY*j$6;$+Dh3Rxh*e0X`>p?_%Th)Z+;( zRZjdrmFLwGlYekVA9#HwiuWPGQ{>$Wt#W39_vrOKKUz$RCE|WjmcF0X^F+Qc*f9Aa zk~c1UV)OLz2#9TAkGrvaHECvuRC!-GiskNxURFFmXT-uh>RJAsRhVt~SgI#)(_amq zmrNqby7Liy|Hk94?3rx)*C-giLbYi@YsTxA?sx4 zn{ktKxDY1A%dcnUzr>2e@I2Rx5BTN-T8`DzalEe@U1!tcD$_U%7xEeq6xnvRG1IjIO2CZ@AD1?%5@D z8OamlCOG;MmR%>to&@D9+5KT&+s?SRY4a%CeglELgTI|F$v}J=iHkwLI{63kfXm_A zguUK}btUIKiQm`KtQX!*rqOJ6+@{SC@%Roi$?yCznZb+T>$Q$eWSfQLF00S&1$S(@ zZkQ9hO}FN**s`XwF^hh}LmTj< z*WvUtj$J_iWHC<`xU3+b%a1PR2l3i($a^N;!>AKPgXDp(!6I2*dN?_n@|I(;ZXJKh zuKXr+&HLZp(4Pjm)YO_n$4hZw27FJ1*fM=hfZnTY)Cs;H8RJH_|6R*QG`tZ$y|k=K z@`oIK2AiH2fqtM}vdXrC(@9!9!xA6R=@@MupzUO5Cqw#bajA>QnS7CXhLGoIU-Hbn z8EfR4s}+l%!I%1oal@TGmqd@!tQtT0);Oub_Zkm*3d*&i`z?)X`G?PK zG&f#VK2*`a*_gW(9#`?`kJ#faS2d4`jFU+HKV18n#X7R|aBUATMq{4%u@R~lV73Pq zb;a}jksi$qx;klMw6iul>zKL(plf`6_*Z>9NA_IUu0K49Y)SY@Y3 za1l!^6bE|a`HR|rgGY5lsKd$Dlb+A%;V^!5ErdovKD8K2LO)p}ity_fuzMeQsvGl3 z*uGBMWDd$suj~y<-Mg3A`*QPmc2RbPNd>XI5&!Gqug_Vo2p>bYARt3w?(1ty!Yx(HJp7n-Zk#r_Z7|^)=qz z$L_!Ko8NKga_40IR9Q$&*1Edrmb`$&MA)6Im5PU}*z!GR57tMX=M92J@`S9S)BWP} zF0Jn~JG?})qeZC)+4f18^q^gKn-;={WEHsG+?U)_FSAcyT8)Hk1-u@N2T!u=cYN&& zpQq5`ALq8_L)VI5--rMwV{dA-p9l3kL;OISXY_m>DXzh&3q-mBSh9=%)WGIxta6a+ zxa7B=?AWP}%yRZyt_(h8?M39v9Z2ri55c&sEUKWzZ)9p+V2kl|nZSq6WvgAVe}c8XG-GTq-@c{Q&3Igq&)nc> z^naPGKawU_IaxiKH|DqC=y|?>#^}ic+CYpbX4I@4YbAbegmQh1Sw@CInBRs>*$wo% z@n*4KJJvat@0{g-9Y2$HdqFS zBi!933rjMcB;)IMY>@g+dFS~8Jzt^SKYaNxc(mhL?_pFEz0`zLaaJqMgQ_@h2L{|_ zmRgVL`|GU-T{EN1Fxmrn@r!nE(Kq|=uOP?zf~%Hip}GT-mm2FbSY($|Gu+$h?n*zBiZ6)FzcBUZ-vLVI_yjE!esh zl4sGUk7)3!*!Mpz`tY;V>a4`d*^PfW-)X=qSxa;XlzKz-5^<`JUK`PP1YAq|{3XfH zHEWkLzrGKTy^u^!xj|z7B>i^wv!d_5WTmC9!`t!2YhYZG1oM19UyHowJeB@gZC;sl zKVr-&_*B#H);N{@@#~CPSuDJduTF;WQ~od2<{}m?>31rFTvRX@XCLov*f7P+`=IE1 zKOQfD`H5_q-G8;jx9W78Ot(}Kxm3&c`snJciO@@}ts+qE1d)#&X~@@>!E}}WhQP5u zek5z>vHD5{k^Wj83;iBuh9abIPO`J`-X6ZeuU z^Tf{Ff~kLh`@eLMXhH^Zc2-wJ(Icll(yzl?AR4&UT|)?eir{7!N_43kfAr5iava^5;@+R3kT%`+b>Zo|c2u%a@& z_nOtqYyYz-ehB3I^1AoTKs&U!5JE+9{Wj-3inkB&-z5;=?3`R}9pMUcBdH%J-7n6} zldbFVY=V)q-tHpjZV(6lgW8$q`>fRe46f@%_|(~Xn!FuIu-eEIT{(3k#|0wDkz{>L zFCRN=5$_spoK(7)uifF;J_7<<3!WP$4^7@9l;)?$khKx-tik_I@_C;5qoPP!6sfs})s0fkRn+CMAHjcKb^e`XPv)XLfBcNShw;shG)g_>*R{Te*G|CmmN=GGc~i;o zC+WKB?L%@5W3wl5q$Vko^YJ5k{LOok)$T>M&r_9*mMW5!_{tmR$E*(D;`1U}Wk3C9 zj5w9w90`+#c=HDzd4o^4V#j9M-3E^y&a20wqeSY|jyaQeq}JH2Y+K0rHx|T?&7|)} zg45Y5b(_y8V@sa-2R2-SAH99^w`jMM#;;@X-spW4#>8FYm|l=K9Dx!q0H(D0Uo6p3Y{^ zHGJ|FG36xe$qLxdUC$IMxCT1axU2B3APqtudit_5!T)OPDY7Y#ywph7xIyd;Pzwz<5SQ6bUyW=xu82tdO+oB-jghUwZ+*_ zaN=q6&nx;k#rLV;_=-r;jN~I&^;Y=3hoLiAvNs>A%zicT>@0Tvl`ZarQY|AE!}_xH zI0*v^)Atto?l3##i9&V`UQhcvW|H@e-V8H;aYix>wBuV>lRED$bB8z-;zP)|9dF;^ zj}Ny1_LXL(!!fR^vGX=9Yi8Ec;#@v-04eUo?Lr@H$7+Ah^5Pu|Xf z!z`#zpv7i=b@e~@q{#qx6&q${-NpXr9;zBUCv!#i=8xv-10j|xyVR8V)7iJM{Z6yT zQJC}?O+Lkh$1$TKyA9N?0{l{Mvt^>sc%wmAYxEmM{%R zvu&W<#-pb-&p7Hf} z_Q8<4)%{i~7VRW=GG4q1<-yL+Gs%H8AI@IS&}58nl6yV(g2l~v#j)%`Tsl^KxQTYZ zYCp|P_kwYn!mOd5X0vm3|1abv--%MQAzy>Fzr(Jvdd@eBG-lrEy}Ec%oXUsmCNSKsBC!6;XvD~wf$G=IT%vbb=CHn~TtqxG?7&o3di z3#RpHbh>}HnM?9SxjA{8LHjKnY=ylGdHYhDl_T-HxY7VZMa9$9^6Ag2&+D(EGh3Ol z`tjk0aC;oG7ie=oseWPI+ymc&pXczVH+bMmUSEWTQXwH#Xt(p{ea7esmygMm`+{Vt z-sS$TH;yG&PJ8EFfx9pR#ueY5%=QK`RrGd&fn-GD_j2IxwZVSXRO!A^ra}2JKGvQ zWye=-oY{e2|6%{{ka-4biS3>7VX)qAV)eS_qt|i!J?wp+W%|(LZau9r&e!@J2$3G* z#CiDJ4Ep!t&rEnETT5lk-os+2ktcbXv-kdZNM~2UT>t9m|26tQgD=erqE#~e+<;N@ z*&;hqI>9l|L6_4pPcw#z&I|eX39$GdzCA+j4ft`o9-qa?>)9qNbC&wppq@wLYa_)-OS4dKv_-{tAeu{274 z)Sg&W14mOw2<9Dw%_hCI7S9q$28@j@02jqajfNT4&%=vd0|CTle!_8%#;Q znhza`-wlFwa?j;G^gCF(gWvUL{p+w|J`}IRptd6JcK*~x%S~|UElQ=bcOxS-_5Hnm zo<^_SkyWJKt8Cgd=@K> zwa17AV|h7ylW4pCsXMNK7S8(?xs)nD^A0slZ|l{ zpFWf&?!ccJ`cH1t$Jl?ayNcqxs)MN90+Kbz)`7JDiqpmY{*v?!wY~|n4uHp{MtP(pzygbObw~_G-()2TCymKht7Gj^<$@aaTd-{1JnVVwb z)9gRoEO?7ZdmexOTa5hL6+&s~CYM`HaX)#(wij?XzW64zZo!;NWN0f2-UH=MkgUnJ zd2>Gp{>MP&V8~53M`X`@R!uxd<1!-X-?Vg7{t8u`m2z&rd3o{{o*f+4Mar#^|wzIrE|i^1+H zDDT7mwh%hdcuQD5`3u`ar=DJ}66ue}q*kn+r?1KOew4AMldCh0Y8$f+3w$qkh)GwB2_`$T5dwwG7gP9KNiu!qoK{$vwXct}P@daO zCTViZFCl3mZDu*Amsz0@jkDIQGpk-HZe-8JWb@r&Y}A~tKd|*%tn?79=HuNlddoAD zr?vY_>`4ZMi+S@Nob8CAxiZfFzz*!PPOlSrUt#@bHP7?BI(z3%B*~e)aSPdQhfC_| zW?fybV#_)!d9ku5uc+gHVR$O_J%ZycvFHqOt`Lik)5~i{d`=Hr=$@juupxgBS<-b?XxN}70J%v(`Om!1mmBJ>6P&GVRm09 z4yA@=WqM|9@%OxK4ms}U{kM~E8J`~DjMBK+0a_=L>^dCXW`69f&*o5m9X7cqn`z9y z*z-#`d}y45aH%P@lVSR2_*@LtRae9DQw3eL7 z!Z0FOxRx0YE)(qzBJl_eD~_ef zUh}RQZz>DD>11G_BKP|FXb+scO<4S+u z#uJ*eS~3irjX6`voxN?%M1f1m{eWZ1H~Rt(R&xAQeP4?iMO_`ICRiKt-DZ}^s{Q%K zujKC?G(HTbk7%DYgKXN6TJqLMeJO!^#7Rf$$)zA@U*=ctU zn;fL4<+K?G)r;xc0wUE&dzo3fByN0*n{Q)FdAvw2z3k0?4G#;Gqoy;Oz-|oo{9$(f z6*_$!okY?bA(IRU!!YVZ(%gZ?4YaK!7G3CPUC-4X);C!-iOIja*rWZa#dbb;J2goo_F+T;bSZD_-gijkKY`| zb~nQ8DLw9HmsD-evyT_dSs%b}k?Vw5AeD^QiV?Zj%pTn@`i3gr2-u2acAs&^=yA_~u z9y#yF#O$g%nP*+%yk&US0e&5Plf7ffrk2&A$;|SB-aG2`D7sZJ)3k-<=VY12=DYoC z1?y8uoGhQ!akaUz#+pO!#)~REXFmDY>VLGqE9*T~JN9$NM$w>i0mGJIeGMGEhUE`8 zY8}2^sUTKfsE6w8w~$4anr*WB>p>Q{6*rdYIqO*SetooF%lh;!&rXfw)L#nMvlcM- zI;o#|0#*(rRh}cSB~xYoSCt2(GVcp8JrV@OOh z!MA@ch$y*lKZVt1V_lx@UgJ72v*ND>URT-gabd6a4w?0>6+?S%yfh4$DENMu`JW-tG8tD=; zzptmPU3&})Pxw4d+bs}#2XYOJ(TUHtHZ%MM!x7F)?w!@ds5(Q$&NH7$(A_Fx?#7!k14eH$85g)ndWz?A^q_>}4!Yk^@<}o7nm? zgwBRr1+&!wEcZUGeuvZP*qH1X=VMBU0-?_q(Wcvwe_oX5A43GG$(PPW{~pmv+S^G;9oSNlywzxv zRex8(b}>6N6@y;Df~*rNr1xY%oW%|;Nt-O|gXvQRX9n=ES4eiT{sysT_UqkfX8TU> zr9|m-*=;qyY9_j+X8i5AmD-cz_4@%y8`0?t5|kqS0opgi(LdOyB%iCxx@CA?r6v!PR`ePa!0);v+ez&(}OIURjVh!x{V`wn?4rG18G7(POwQB?eOrWHm-?$PgtEFTb)-+g zn`tELN|NEQs=_9%NpzC&$7(f7y8}hJ{q;G+cnypfsqoDUmPRz+1m|xcnpJtZi#mhmkJ2^kw3Ds0I*)!tpWU#gG~Zt#=I5$qK8qa0|378Z zM{)BF(dSOzet?;ESfLDyr#4+P*PY1_*oWNBj9H7G*)Q=689wx>qiFdD@9GG#1#DGL z%PBnfRaoRX+8vH1AL1L%xfVO0#>AqeO9tiC@2R8j&7}U(Xj543JQ~l{$3Hm#tMO-( zKG~S_lr~vnTIy{cE1VC_iu^iPE4N}sYj#Msy3=|2UQE6Zt9~SNM_6xQl@Vl1z10_e zH&O)a#1HzJhnA41j5)Wn^X6mgsaRhZA9ffg)h^qx?k22isP|+I`ia&5qx(I2YQm51 z5HEH+e;e*}C21L)Z?ETM1zgI8*-d>BYbN7$?mF+}x67Q<1oC&2c0c3)LdQD%s}clK zfqewcU&igJ{yqV-_vg0_F{7qfG68DIKvs=?pMYj^z}EEb@s5`j^HU`=d&m1=|7mbq zV5}ApTjX=DvwO2sd)gKwQF$7Fgmu^B-x&BmL(c9-+(DCMg-g!JR8=?+(+X>ocX++& z_o1=svCML88iqrQjM|o*HDI3ScrR$1tfbis{t-SEWzlUI(9t*Rjh+12LZes3^J1=w^k_WzM|A7EdP zUl_n8g+h^0qNF8>5+O>9BB?Z_M0+WlWF#XcNeY#yXpz#85sHM2%1TSJlO!@yqU-;; z-~aVq@B99K-|;->+~+>$`Htr~Csn6+Ip$=o_GaB=xZNsxU1TKBeae~wFQ_d7d`Y?y zexD=BYCeJaO@0cAI@gu z$@HT(Qwb$kTP<-Y8Ae~!N_j1R0{b=m`C(_Shfp#09WS~M~So9XEdk)`(&#sX$&3;P~eIWEj0?+Gk1 zOKW|2$Cvb6$Qmz;>OpI%edpzPqH|=BWEDEyOaX@%&z7^Ybt^#Z9=u`u_q$J@S}PF=K7A8s$QM@#-) zo>cp4vm{%5BgS2;r}57DfKGMz$Ri}Ugk-55ehswy!l64^k2WS1$C<4>aSLCYB39+f zdpT5kW6f*MuY^Z=GTuXLuaYKLIs3EG*DSSx^`GYTx$>(mzGQ{jO#byb2?mK|snXim zm^g^WeOYc18NYD+MdV1O;Z#MaB?e|**ANm-XUDun$PD#!@cqa=NV36k-(qQU$%I#ZjH1_)?-G{C`}@CW^{N(6#@$zFRa8{2 zBKoc6c?Yq>g?R8RJX5cxHSLD7-`6ZO3-_9_dqol@j;_^L-dc3Sk-1{#m+;8kf>eiC zMuWY!?%_Re7wCC4*3K0DJNq5Ria*2QA+jIBdxx`E52MjU+uQMyI{KP#+qqgfO{_hR z2j30%qv$-a;L4*h7Po=c?f8=!F_)(E`3{;Yrd6Bj<LfLG7m5B zs(bSB!f^S(k*$311<7GpxshCRVc1+8&6?TAM5zPxmZ#kpU_8U3HY*JA9G*^1A?avu??t(dnjyY(PN3B5JP#W`f|$J>UAK|Se{IX)e+VKiPP zOTa3z{unX$O5V{PVyRocua+9(?{oAU=dA6J%H8E>cw1a+vsrf%E*E3X%ps~urv2#k zCz-OA>_J|YI>nj)y_r|0HtPxc+9dXl(_0Zt%xIJP;fcPRY2K6#cd^uGQr z#CNl0o{Bdz#_X@>N_g~D!RS<#pO)ffXVZEv3{z|DSoWU?;}5aAHeD+4>9+cOmnU2T z!*%SF$}oS3YOnao%$+ZMzeX%s3)9}tz8Grf<3b~>yGH!GQTutrR!<8P{5{yWc8ox%23CzRbErPI8zuYuUf9ujpI44{yP^G!mXE;bKS;Wm1$C&>SaTiao9B-w9d=+y3ROwFz5Sv-RcBJA=jQiayE3Glq`MNLbdDN3v3HhUIQ&ufWn*$@Zb1wqwU* zFwYF*CD_qVPv!V%7l_mlH&aFFO{k93|8DZl#N@2PYVP>YMYXPEszs|#ER+?QeZ`0q z=yxBCQk^+(3kTW1Kz}`r#DhiOKH}pT{(Trk_t>92^S9ZPN;bKly~XIU$oSJ4Gjk15 ziNzX|c?fOuHt{saEXB85NWY5K_v7}Bwm+<`@9_9w_R3vGS=Kucep6|jd;gsfI|0h0 zF{`W3huELh_NiX~n^uw)sVy5-IGMT&#duxvbM^H95K$xdiYJPrgCL!` zg_T$)b7YIM%|MdfhP#u*i9A6aWlTL4|4z~8N)i2RXI#qWL$NI@i)WCgEL8u6=)qde zRrW8Aza4U&pgNvj5Bhd0M2EA*CfIgm)!8h14x6PiTw^lygn!l!rZPqyakV@z%9`8d zT39Y-PUlx&7d*4;O~3Vgxxc7&yuEAi=T2Jg!#?{J_+@83&xhJ7v1K0FcJPhK?6g7K z4@38HsHAr0L74RtjFVaK8kQ|X$MTNtj&GMbvbE3Gvi845i|QC~v*T9c^_@6=qVc-{ z{gE8bsV_jRA zW_8?=n31Y{=V5METCCRR782jCYJhr+LhSx!|24BydkGHk3)V7HjPz9f6!}(o^ zehtxY@Z(p~6&8;&D?gc9e|66D+W*lAkWu0a-;+D}SQ`BT-Q_rUG;L1OV`I!N#iJ&} zx+{*QdP+MCUxJfoiSVhR^_~{ih+=u7ny0B{aciR}^tbH3Wepo z!$MyDw$@X#F_jNLFg_Mx+c)qb?}KLJV{r_93#xndRF9WeWYhj|K8Lqm2IrSaR)M`r z=rb8pk|Dp9_|StF%qMB;b&RIVliF=828_^JPyNQy7d!r0?XMA~QUhosuX;m!3)nN+ zy*lxl?%Hmsg-(7yVv*a};S%0_Ie#82VjhV-S+To;KI?I=H}02am5&Qz(_8v4P5P7U zJCxrh+wy7b(M&6ki2Iodp9;Lg$#fz_zhc9WdGgCV|BMTYiRI38G2~p zE57jwp48Ci4%pTe8*dlIlIj0p9R3{Bs*z&`J+7jE)@gSkYiIZk7USxOINeE`C(S28 zr<2x((fcK1_uH&LmrWM4`xaLE4&oJPk(y>(c-bsl?zbfwx@S6Tx&Nu9l{ua-z%0*S z+7^sKFZp|gtu^(StSDJSJ(O;>NVE)&Jw(b2XtxKi|FP{^?HviFR#4Bnqo(ZAR-DM2 z*5o|6g2lfU1M>tc737i?cRyMulg$-+_|jQlu+%IC9 zB4=pxZlmU1kf@ER^`MbeZ*@zGCMUr#V`m@7_lI(>igVvolT76?JUK$@>hTw2 zO>9?>7W;?Kf8nhvCwVI8ueIv+0})eA8Ke z2u*6z{tKhuQd^hed9pAb&YDfMRsiP?8msPJ%VZwG&9K~~r^Orer zIKo-&oxeY3UP!0Zu1W^D-F)a3+O?+t4oHs`b5FB1D_4{I@H$B%S zV+%5FV~tDbUX}*kc}(iRE~dpJ7*dgMbrQLAr*;#Kmy2@A&e0IcUCD8T-=TVHK!()G zI#hobv*rG-oKjclS=TI$MX8!b!s_tPiqcDA@i@Em)Bih;sR73lxY1i1n|aL={eMEn zUVQx+5?2zD?jq@07}Tc!wPIZigKO$ZOrf9B0qheY0^RMg&N_DDvu zEh0-N-gE}}o)b^=#69nJo3Yw7UR)QJ)gh59}tCFf3^9s@J*fbW^j z(oP`FVxO+!*-bG!86TTqP~L1EO}-KKEZ6%|pR373t-eLh+HO9Z>Z*T0t%h@d z)WWZ}o}=H5+FJ~TRBdZYi@iMZG0|kFwzE3v6yr^A-ksVEtug*_J!dxc8VHZ%yM-YC z4&=76#PO_I814sXIgvbfR-0&avNkT`Wn*|lO_-cvd_0nF$y}LdB6*fqoBvH>$%n+j z1qE^XdF<~8?H9CvisKd(ct=l?Y$0RnlFY-_t5`fUP^)6#SK2&Y{Q8@mS^u}nv6XDu zm$$s+oU>q>wTmNI;5#f$ZobTK_?RERXy00LRw83!)(p~hqs?{_9S6y*#T(B@=lGUt zkQpCFW62f~CHL7`H*~Gz4kks`4Zljy_`p$6&0L%5(8yY@SDcl~1+$>{7@Us4sVY!; zk0g@{JbQsyP(_USUCR?Ne1=$22>TC&@@AZTS6ob{%jxvGg9UOgp1aXt-`T$3`P@ix z^iVpE<=K7t?7@!MhqepZ;3BQgGd`UP)zn={{g`%o&it{|-5X5v%(YIPlqyiU14}b& z?|$QI<}yuUiT7A0*%^03Vh-#x$Mh|6;BD5LWlKlcy(f}B1gAg9-rnD(+ONto|B>=l zC}kG(#dvw0I9o?lFXc%{o@YD(r*8_PaWP}q6;Q1P-P|*#cF+!27t`pM%ELn;m3cuQ z!LyzScZxRi-2Hv6PK5p{{cYzzHyLre>f;@lyoU#$kn&|Q>XiacUCaYs6n~O=_)g3m zB`RM?!b6~zdL(;rCz)G5g49|Znl0M4$EXRg&MM9JkiCM}U1u!4ji*0C{#0k);+TOv za}(d5=Z@z?UNj6s^RYBllwY9XFzDXO<}>-!Kl)fAZl53)e2RNL^}UtV z_v$yOkHN}gv2~F14=Whynvgzk9$zI@JDMHj*wgUfDSKy$8K;u#U9Ajd%l+7^1_Y9i z{!QL72rqBMr>n)eRH3T}gMN56Sesen`3#<=CR8e$zAl=qBjXv^l6N`VA%BIjF7@1! z^&(GaJJX;cWK%h?uPrCBZr*Zrz=(S>BUSb4lc%xkzT0uOt7CF6HJtZ+L&_Og5F}Gu zVT#Cellzx1?O&L;CTHr*RDtIS z*q$e7v#`BIf#p*nKIdArVw_v-{PB7?4YOvk z;7)9>3HRj1dRAm#;^%q)8?sW?ysW27D#(0;`&IOrw-BGQKrL2zo6a>LJPxLL;#LFO zuBG`ZJj}|*)F(~ur?2VXvcN8vK{L6VSCMfP%W5t5Zz|3mp^#$YW z$z)i>`_|xnGFo4ReW}ZFF9r@K)7eKyYn1b1YL}OUy>l#<%@Cc8GFl;xC(3ZA=?EIf5O=Kq*j*upX_N}N&2V#H#njOEB!&w zRJ6H*o)_czl@Pw1w9B!ijuz{&+mCGV8rd6@bP!#y=ZEW|`W#jzlhP*9VJ6!)7C8pM zFSD15(Pe@7{eiZ2!D9h!55>f1q0|ej2g3eQ*BaYc_%zyo#RF@QWG*jU#V`MFyB~Pr zCLAduHvj0Vr=<9CJl^O2xU`Y@UJ{hHZ6S%qV0c9mnn_Fa5E0!Lqk`dF=v)Y`W+*opxa z$+?8Ja^=vCcO|#lC3HGb-x<%2g7#_L*p(>ZU71xA(PjIZI6A z4Ql75ECA3E|j60V2iH;~=vj7L~4RfXsAwi&Kal0Rh!-x%WP zjXqBy>lm0P16=N27P(Vdq3^r2)y?!SK0!;t3Kw!ltFffIL~)0L@$>>@Zed z>Qk~QE#_6p9d@ujKPGbv5?{rC7Q*m;J~W=Dhv4C>+Rv=7St7+$zEmH}FW2%Nj(!iy z$+x%<&+Gx+#gNZjDFR z8LZe#_Q&*4QLJ7`rzWCOW)yZK?Vsd59LitPxi(o-nX5TVH^J?r9g{if9iWkHqSNu} z0cRXc|3@6t-=4+%uC$)=wD)p0O_tNtSGbU_hdCqjTpDS4ARV5kVMADEg;nNA{>;+P z>+>EOBs<~${O3oA=HBQ(S}bCbdvUEl>|P`BCv-eSg!qXjhiLTx7(NSys{AE$#8Use zx#RcY^I2t9iB6e8P}K2%lXwzMyF0FhUX!b$oa1umIGY`Y8J*^9Iagaf;Ml?WgD|)Q zCiQi7@eM@I*3X?{%NSfODH4^1Z!!tA7iX5)dbzP+JBu~MyrD*!$8DJ^Ha`uCog{dV z|AzU=)^R3Ve1I>-p_lhCXNp%3(Puk^yWvPRTI}oS8T>780+M@R2U!Md@lJL>i>}*! zJ_BBJ@i^;+vo`x;T&#s7UG$aN*mv5RCnwD@E;Seyh_R`jGMp!VgCl#i)Si|8(raV? zXJE@ZaqA~>AQho2LihppI!fHQ2;)^S()Vq^W5Pg`}=gCL-QHX$hF#L zIF}|#S^G9SE>Dr~!^~6Ix&_{s7Da0FliK3LVh9{-e=?JFV~csVW!}T<*f1aSr?bii z+PnzAWS{Gyg{)X@?}*Is;h2~S=X z3mW3~Z~E@-Tb}tOe|_%cFLs5t)HPGGan>hE6_R9L>Vu?d;3{sC(I>MUkMaM0Eqsed z-$5i5P{(0s1K)COb%JqyAN$ncA ze;+SOwzKQuc@z)2$M!Y)Z==NuB6JlRjW-tT2i>eiJk8eE@UAXB3*qKE*1ZZ^eMGWH zSt0Y+H?nHp@#K!WHs45JqD{Fw;lXD$yn(1QzE1wRtCqvC#d2W~-nvo}Xs*cURHz zAJ&^FA{AzpZwtn?%$=S@+u;S?HNl?7kRGa~-WZ;mDf8JkH3wU;Pgy_Li!wLx&SUYc zA)Wd|c7(qV^ZmbgV^=ag$8#pbtcl+<_(w6^ZvpwXwwA_$%iwrEy;ef?E_OYhJO|M- z^P`JFDH#Ei(cogomxb2%G)a}_abiXZO!=M;6ZHA0=$=a8$xnJC)+e80YG#}zT7JUs zO5x7awtUW($v(4|Kfd9(o3Zyonr@M1DgAZ@%w~t;r^P(x@!FdqfUo1*pwmo_~ zmG3pu%OLT4BJX$!j>nMkBitQH+7npj6jtoT;=S3VxW0Zhx@@H9%dokQXXd`UnCQ?I z7f&Eta+mxHzdD$*feeYPf8pcx;z~Ij-y`}YUu9EUo3Pn){tvMAAv|oY?)gle*Co~*Tg zeDPTf+=3Br@Tg=R%UrIHaOr9mU50;IOLcUC=VyJ$7`#c(!rl5TnW_BhEh)3GkJ zy5V)+TD8LVldxwW5g~IjKBm`7o>aXc20ZA~&5kJn#a`?cUl_#JRcxz|)&JOElWmfN z=PEWI4VkPBxJ;|bNN^-eoxtbT(R(}8|0GGS0rE^DtB!slS0%?jEuMt`>wP|({^#)E zo7gB-WwWL&b-a?tcd}2pJ1OCqyp`OGugfqfwyKNUnI)Yn68~WKAy9r1lP`4qdHkvh zOD@uPM_!Ys{Fzn!6J0Aqw=9O`P2OsH{i5AeY@JT}!!aQ5i1KXxcCFto{{HRvAJWgp zz*M|X%-I6NtaW&TjP=B-?+PMoQAm{}QEUCQhTd`7uEUZCKx!brnxL)05V*-viDLtJ z;b!FMRVvv=+`~k+7-VBU{_qUWkS2k?%)b%}nBC8Bc|&sbjoCX!yXo?tf zBbl~|8Xxe3&oOQf29}2DC3u(TN_kKD1pXgJ`(axvZHQFi$#nFqXE4SY}Y~;d6N>aEP93L1?=1|89N1DQHCXsBy3d2mJuF_0_4dK&&7$Skte$+I zXS>>ZjjtUI#oVV?VAo{PzZDm&;_GM(IL!8X@O#pE&0vukGV4g++4)^@8Ak>S`fR`#z@E_i!CmVBy@~C%@0Njy_etn~f$_ApA2aN8`eN zJa9DDXa3*=_T2@SjPQry(d}A$91GU6P#gR|4BAJ!BFH-M+(UH{51)a=DvZc1?RT*G zcD|Dw0B1uxqiHg;CxhZB*85&uUCrCR~F+O zuF4XwbH}pMVYK~JJB$3yO7Wg>zr)$9NwrMBGbYA5R_PS$I#CcY)v zy|CFNPJUusobOX+lMchi>O5~8y>G^r{{H@eg^Nh@p-(fhY@u&O#i8-`&l6>vkY;BA zGG~#kCG_vo!uu@q0bU>MZyk0@PV1fY%^Q-PI6Q=0oqbAn;ym-dhYo%8GDBQTwZ{qU zoOQ3s1@OA_U*cP*vDQd?O6&hH)@XohgRr!>Q6kkje${WD6i>&AJFJo6@2%=^XB(CZ))96-JxF@lWm(%6uxprUCOFMGRar{eK`U#R#Som~* zb6wGotj%5ZOyRq!29>IZgN?qa=+s*~TeV!)@eM?mZ&9|TCNh?X8CwG~HbvULj_C2=0nWpb)W0W43IcGF%i{o78(l#|xyo4#&uw_|R znZi$s+WsHBGxH}iMDsLYIm@mlTV2xjBf}fKZI^3;yiG|Ktv8{Nakmd1j&t5>(tWL^ z)afVG=*~woX75ge+Mh`Jy8SPT3`c;yQ!2P^^ zI*LDx)KVMzRb%IcblKlIsYG)Lk2+k>Vc*U6X0^@!>@W{&x3EzO(X5NO^t*olCRsa7 zJ<+!tVSTKYYB}O1vE>&UjAW7OIGu_PsjpI(OcL7J?T zZ9~f@xby(d*5HNvYqt)qo51aKDC|p~_j!17#XKykO|rEpd6uz7SKKO7z|YK8U8%2k z=vf}h-$EjJKiWdNvmRTBa~0@Q+Bmx}OAWGhx43maD~=G|j%Vv{{T+)R_xZa%Fb z%`m!9A7}8R0rVZtDlhZMCiE#>fb(4tpQD}PwwEAPRz=jqq0i~O1ZPqUaj#k{ zg5EzCKlArk(Rx3}-AIP|Y&)4}KCF-8BwYf{%k}?>o;pKg8$2%*SFdNA=SY}($XAkc zD<9aOeKH^8A*@XejFa4$yIdDu3Y9JL{yEJ}HTyb(KIBjsY-Qq5sMI5otej846HO`Z{q z=Qrn(>6)wG!v(RrJ*+%buBAJcvgU&&kI%V;!< zt&_VTIR#&%)v5Ts{GhTPKXhb#>SlPYb6h>z zbzsrk=)Q_fsrfs>81OAiK1GiY3fedo0;vj@@o+r`oCm8^YRWp@?`XVL^d75)%<7u# z$eH@M4;O1YYMlP-({~g7YC5+r&+TXw`yHY;i%K`Kcr*Is$~aY0T0*IUehwkaT^LZG zwfi~mW83m%;T!QQPrz>#iE~}~IlPnKWGk*cYWL-ldGy#k3hu(GPHx5Dxo z+}gwPdH+@$2F37c6{bGMlTU!eROk-2?@a9ZmIR%7(?E<)efMPOA4tPDoS7d+;x<$t_-&Y!i$hjq#-^KYoo@UBu#}Y5R=UtMZCp zp}AcDx51{lC^L@NrH*Ymdz+H;K1`l17PqHm5&pZ_*fNV6lV@nRWBOq{ zu9Y^<)z=PfK11p~Y(K3HT+eE#LtWtv!0}N=lOOdp zkQGjZMH38}%pP0lJqCL--?pB}kabXV9hVx3&tXQ^n5`h|W31hGnwqEJ##zB zTKZO$HXrcdz1o@1=g0Aih49Z+#_!m)m(1hwHMM6_1@Uas+|K8=@{kSAA7!-tR&T@f zle&zlIFu^9x&E7}-Q!?-BwkF@YZ)H6+<9L)>jC}W>8MwD+#>zljVm9CK)K^Q$uW01 z{!IJs=9780{2Lpk)=f~ZsD+ncakt*q;qA9GD%-V;(MUog5G1bn!BZO5PK9ZkC1vLZjFKWzuK+|gD`0})`!EF7DV6F z1S$gQ?j&#JxC>yp$>`ezCPP>@_gTfXeG}cD$K2_Tt;5F2`8EI+>tS(-@o0jphm8Gg zUD><}!MquL3{pZaA6ji z#&37%`9}R^eapLI#``!_l;#=v*RX1?xh~ZDZ&s56zLI1e#zcheY*tindvdgkuR|B^R`~f8hN(Sl|>Kb9}kj$7mFN;|NG&0 z>ey!;+(KhOA@Ma8(_SM-T`eag<0sC3RCLU`z*E>~IDAUmHi%ZMoc}tF2E#9QDlGoI z;oc{A44*i<1$n!(Rx-tGaO7-A-sFfiuu0{>Uc5Y&)^gANut?CAT#b24FVdXGXD-I} z3rQ2tnue#9M21`RS`k}TvvEe3ne;dcPm@VtGOWtzJsC^B!=%32&Kv(Cq)DZOR3vY} zPVMYVp7gD*-@1s&kMaIg3`qUSTxYxkt2eN41Wf;8iz@b}md3fF%Xjok=A0uOy_FVy zNH-H(O5)M8FfXI0<@Qa3S8@Np!0wEsSs%6x+Q(r@UnAXDMu4V9g@?uDjM15Cm&{d- z^q6bRim*yXu2d)}&Uel+3eM+6v+*+38aH70KF)v0zT~vM68_&nC|L}uIpkeQ*r2K ztyN}$N`4n;b0beF$3uFN>)HZ2Ru%9yb4hzbyAJ8T!>jQkVlu0It>0H6lH5DV5;#F$ zgJ&%)eBJR_AD@{BSo`|I)M%&j?!UaOo{*p{Q&aFPBxiYr;) zv5eo;#PX@4>sWdmDe81!r$OZSmwz7Qnqw&@-R9iExRAT-+PF5{Z*u$Q3Dy)o`?_Q5 z(y9xIGj}){k-z5|skL0YOHyIcY=j|KVa<>+1v+xdjeg%PVVEF;5*O2NYHti?Uyo~o>7cgRl zwi-IB7ld}Oa|7e^QS^Ldb7k6{9j`G)BqL~^6(<`> z7Z_etFoMs4NN;|aCw%*R67?1|cG^FKY@Ni)tU|5_?Of5FgPE7Wc&^q{%k2wWTJoXP zZMn5T@|?d8tG^{pGU3+1@9lb=;=Gc^(9GIg>wibqEXHovXk#^mv)c6lZSBCsKOOzN zX!5h@yw$mlNHCHn&5UvLpY`}zSZp2iZiZWG zQ0&IEqxH~BAB{;rn+3Y_(?gth4z3jyd%N@TWEm(6l{>U}s`ksUb2E{lHre~Kz*v#% zMtCgHb8-W{0FB{}|Aj}dr{_t|{765kCRhu1`n$Hd4O6lLt|Un^Vys}Xx3u%P__vpx zjv~=8W6+oUJ9#g6^0-2L{003V1H&o$`jUk%=0&f-=_7J?CrMqr{ad_QA%5k(K|L~N zo@DZi9M9s(nUrg;VLWMH-aMA%b!hZ0KTAe~cQ7$)KTpJ*Ys8W@&^U%)b|S-(I62pE zvX91V7s9nGZspD}^MWrT=~kX`v~PJQms}wa^MiNrI&;sGZLSlZZe+>Vv~UosEn@9@ zdcT!d4ueHDc*W|wG0NKhUn}=<=mwrb}2a8XsA^9R5ukhPgJZLY{ z7l*(XV)r(2FZa+ZUDuumxpB1G%$lhjRExYT+30Q({>*X*h>sh!`yq6`C+&MQ{|{3? zcNLS_ut9dPv+l#;)XBM$9nXQ>Tp0AH(y{;aaYuhB&UGKCXsh1Ace_ZXQJb1tQB!5N|}j=f#zW zVe>rhpFo;R*r6L{btl7(5dMlhzp~bu*fGgypZSr4NYDTy4`!!kTA50N7Pzq&%Bkh` zK17B(`#M_>VU3TRGhg3X$YS5)9iQ??o! zh=@f+qcfr0f*<7RZ#Rg1Nt@bu{5wtC8&9*=yDkaG&~Kf#+vuT~y_t`6qLxzG;nsqy z`BB(CSLAsgZdXEmnwIyW`yKSoNSTUIzwqwYwA@y^(?pG|B`wEa^RB-bEkA~=qhEqCfUGsIHWF!}DU$F;RI zx&X?#j~qqX%UCs8^7Di#&pDE_YPX{wV}n$5$(?xeh;60U^<+pE^y*r_1JWb3JIB@` zuuadI#Xg#CGRvTbUiz@jPf*D`*_k+1&pCJ5T9ph>)8tB#@NiZ>k|xt}{7X^y1Gt`r zHCb)a$2G?yW9Gpukn8SBBEWJ!GoA#Qr9Z-_ZO&NDf_GxUwt^Vi+@7}~+{xBdqx=8U z_hj!(O}_E0vV*@3Gman4-&2V)wV$hrzLyy1s$pE}UL396)U7Iy6%*LEiqY~AKA9C< zeKD~Z+}peI`+v6TlH%2T*Kv6wn)yEGvT8EVF3|ohq@G3hqR`EHh^!6yxghRU*Xqx< zW+u!^y`P512l#%Oe#X-05;#}GxXLi^#&*j^jr+)Qi0i!NBET7BdzRc|^wbD?w-&^` zRH@yJnM3HfKUogPff)tyx-3nTQ6M#ypA;o-aOOaGoC>#5yy5>V3+s~LU>0A4Nsr;w zB$}Ni+MfWahxzd_G)mo{7ip9$*>149pWLGz*?~`YFy<{$kM$a5#}wll%DrvGV~MCeLEtDlNy!CEDEsh4*N?4v+I>stH>)!`_eK z`l9%dEBRrxtRx1m;hh~w(gVX%W$bCJ%r!wRW7kq1Jsxr$*zHOYGb`%uV6F9HSS2jm z$(xJe#{Jq#7W&_9{f2FBg??%rW~KKc=wHY3Swq#39h+$*t9$Ompj1CiZM1$Ebto>k z(eAV4YhxsMl!bPY`&m){R-DZ{?Y)pVl&yBLc?Er)Mw--~-2#VX6B%aPI^5a~oBd#z zb#G^q;B!nnjD#l?`0Yo|d4}veMfjQ+Je*W*S@|Ni9!P>8c=`SiNw)RpwDFZK6UF>g z1pHN7=RzV;V-^j1;C$9$m*i_>Y4{;8yUX^Xu6^#sf@}Q0z&V*6Hr>emDJhB<#MJs2 zb{%f)BJtI{Jk?Oocf~PLG zXopE(;lpA!o6ZWUjdQB++Z?eOLaQ(=PwJ|XC3Br-!2LPi*BYNL(EedKeG|lT-f*Sldb#weY9PUku^nH*aC zRvV+Q)aD3L@pHbHC$RtU>a5Ve#yGszdHwWQmLFyv@7vI8LiPjsMOLTuVS{0${gEXK z^YTBmwheA~(Pt%&q)uuZxYgzL8~Er?r0k~suiYhW7MTuqesa&&=7F#A!(-`wsa87~ zyMA?Eef&%ohY`+B7SwpkeWG0|T0cp$XC2c8n`iOghWZ|lqst+(9(yJ`t0B3P2lYU0 zHit#VuJz=ek8iogJcj-H@R!`HzsK&?aNz`gk?LN9*s?yqtseP2YI?Y z#IfJdt`X*)tc@U-tEXh2Kan4O&(AK!x;zic746ydc$W=lk#T@?Hfe7<_;{-gx-_%U)~kR2ju_%+Q-xE--LbV;$9Q&Y!g?m(8uMl zyTI8eIVLOs24T@O+Uahma;!{0=m#-{bQubWD!u!t|WS9;+b!8(fnoX_@$R zGzmT=%Z+-UguTPq<2e0C;(ajpSALe+&u8K8U5>m#56QyaiJqy?_ZJUY&R(xTaJm+1 z!=olkrDAAhKmBp@I7@gk2iWlKAR)omh{d$>IuW>Fr?dvz0HLru`Rpd>r_lfqDbY=(M)rdrShW(D#*T7{N3@SNxJF9jy z!uG|(%kXLk{$9ooR~xa~V^^+&M)`TuwNeR~l%vTkk*FGemE}bHwSuso*mW4!?rc<2 z?;83{#e!e;pZ9ZDV0@mU$1}Q;s+>r(fNej6b#q>oH5)Tn>!q0eef3;�+p~*nrcbI;f^4QDdi%{boF~|O;^g4qrQjIus zq}#J%Gid%tmqY0=2sURxySrYJX{j==>*u=c4VeE+@4;G`Wp6S&)z(^`B_;dtfjp>z z_J;ACWWBu?`dRJ#G?cQcc!{%{7qIAV8a2?y7FvAI$IpaJ*5X`>Q+r|45^C4t^_|Xn zQLmYaT9mX8!YkF~QlaqyC|%^plkhH8sGDf{eXM+vKfVmT>)5=MxUmbn2G~D>KmN?0 zra~oo4C-m^XL_bON}jJ3X0yrq`O7t4XHx$O={ytK2Nzq5P<^rgX6;`f${b{L?u(UY zK=wnuA7m6c#qrDNJe6H;wRJRqKbgL%Y|>xkTSBj+{LhTeH(4h!=L4S`lk_C=Rma~i z@a1=iKZ4PR!Q*c+ravhP;m8tPTtmtMTDgJDPdTfivywHeJr1NUz(6u)T~TA+`f34h zr(;>(0Pmpx=kOfK$_+_Yh0Nt~FEcOJk*9|J-;;knz6{|rse3<(mP;_;G;NebLt)~{~o*Zsd3+|qCoxGD4;XrXco~M;2yrZsmZ-Mnz zdyj$Vd#w1WbF%`tI@`X8#hEA7jCP0W?Jd?^#Lh=y+83-e*(fy$8V#XQ1Z$Fey%2d` zBylmQcJtc>gY&*>Iv%}KV55nmUFPd&R{XX4eGNV}X?2c1*7B2UaUk>M^6gi+B`4r( z{y#4wlo7jIvP9l1#*63DBDwMQ&>~fL>hqAvwr>{wUlIjQh0{r7+Ge!744bkV{5n4L z3rqJjejLpA{=wVo@Hh}3yWqwOEo6MJsMTln+d=HR32qyW2|tJkxvu$w4y{Pp3aa}U z_YR`#%>|xu6kj^qZ|-iUlk$F2rMBD~Y=4+&G|~CTi@$ZWb_8Z-#rWIomYMiP=sue* zb`?Z~m&tK~$o(_!O?AdX8n$r!sp4Bd2yP(lu{@~(F6}b9d_u#wak8dXH|jI>h5uu( zuCz|pu|Xot8_vl!?RWUS1>c9`^EUoG3mz>TKb;hN9eahdQcrX}^e5rSW<0o>^-g1n zJzBb!*Y1Q~Q~i_{$NI3wV)1Q-9*@V`R25CV!gW}=Sr7N{#EjCJ&zV|@C(&T0Xz&m2 z9q;^J`nZ@syo;%+mzsOBR0PU=ut?eiO3SqUNrAq}lGYh_8{zC^8ZH!BZXtEDq#cCg zvv|V>eGe7Y-eS3*vE(|IsKipe#nMIR$HXkUFbZ=fQO_Ru!^m5Ff~Fl4JWeONpB9m~MAsgdS6O#e_13-v#O?RGe80~SoAN9uiNUUgA%tS9^RqwxT8hyRre zEPfXhuMyE&X)*7lUls}4VpOsew#3!TAv~NN$Fa*fwsux6LGvkoqKy}DxmK(<-ue-hjYT7=UF`|YF0=WMxG%a4dv zwRqx1I8h3JZ=}O)Oua=<8;m=P{eA|u4{>i9+obwNA1ulWnXY=hP%KME%_T5DM}#_* zkF+khw|j(-C6ixr^`>S;alVyVa-;N=bu};Yww=!Z4AWAFC;a?SM7Tv9m_++mc*t6E z-of)e)JLkL4iH_w<13?h&|--E3gHrZScZKKj3)D;mFPBzET^!48-2dPJFms|HthDc zt;s)nhhBH-_cP;mXK}5O5v3#6&mwcinm%wE?X02Xea5zWB6G4IT}iHYaC$K|wsqtL zzH))jd3yU4Pb#6E+~Z#5s^CuEy9F9s;8Yx2|KTgc=yDh@$eWI59dVuWd$83?oZZ8( zUlgrU!)O`_*0beemOh;n+r^kfle~XTy^gmrsyvyJyZwVS-|twrE-*lf0uZno>5k^1h3>#vgX z6+g{+#svG;;pn%l@idv=Gq$$Xf8ONJ7Dq~nRGCeAsz`JNUq1>~dD@Y?%O_a>C0OQd z`M3JdD$8~d&s*lnz9mCfH@ffdx_m#@yjT4BOxy3+@)+bk*2f)MnZmLYN&EN-us?sr`QT`1~3$6g0%_YP>c*JpE_N!7Yvc<}9H z?SUspkZ2@{5t+Ic+D4ncNU%SWZgqv+euB-|w&vu(J@iMV4 zbLl_f2UGDUt3&47x{~DU>_1A6nGLWb~5k|F*mN43zymwfF9%xc48 zD|kt+K34j687(q{;d)lC!L}cXY^mlkP%o9l$`UN}K3*g@e`e;1@y>sjgfFwqPCO_=n;AHs3Qfr&n3{i0*|)TxKDeAb#?x&{ z&cN$nl+1YxF{&wBzGDPTC5OCQNEOId;&Wz_&&I+wIQ0-eS_F^%c=$G-Z*etR2zQe? z`3IJ7rJvKqh*VnaO^4w;^D6kZgjDX83u~dP@$5``UyK3&inc#%VK9wrYNu4eox#B* z&4`{{VOec=C1ls}xX1X^*%+AFPXE&Ec1S;7z^|-tI)DsWKUfwv&#`KM5|=aL-0YYI zV$I$7l{IglIO9RyQ~{z(>31UuE)e;Tb?(91t?lgAq&yPazIIe=2=ygnX35@!1<6hJ zIHt8UKD-J0qIi?pRe582Eo(nd|J2|r?#z*n{|P%%F)X!;huAwrPYY@K5#8SPcMgxs zJcKP;%G}ahao{Z+-cM`g*s&i^=#43ti55GZn~Wf>$(p&ZwVjzN!?le#O-WaTpDt#% zWC*^yAU>r^$)RFyX7bkMX<1Xz+~{xwna1d^E(8W?`FoZ*+&NiAI|Wm#(&<9d-(a*o zg=Jr2%MZkamh4;Kw^zt`7+*-Wyv(6INi-;iEBoQ&BN*COFLhYxLR)Kz!Y9)u`6R!> zwA#?QK!3^j{T`dO!v0)u-GJL0jAiw0ErmC$pfH4GDzVC!w8_(_oqXyxf1A_tB%J%N zU_@$&6$kU&IrO@feLtgdC+D6Dw|m*&XaHZS~;j6cyd8H-*PA@gK7v)_^*;2ontawnzc@d?iB&q7-wgwO&D&qz>8L+DxT` zFKAR;ytu*ft;lu09=EYy=F+rcvGd{BL9|#+rYB)=AHJN)k4xw;m5EOg&kn`=tpCmE zv=t(G8&sTvTjc^zc?Orq^3G4N;T6)QqVCIBU77{1G-5V| zNLB404y%p4V;NnlVL*S||A2W{NS>wL;YPAN{hEgh$y=})hku9TMZ7CLU%`$o*d#TV zGNwE$4lL1TAtPQg1LWHMIGW7G)qyOs8vDB%jb>`&SyoGp(xrH?!}VfcynJ0Od=v&* zchc55JqzM%)_#}c2Y0*jyO6G3u`%-j2iuz*YAgNzNcV@yTZ!a@Nbm_H?sopO?BCSZ z|3?c0Nb)c=O3fUz2to!+h)TdZwgD};}$(%$mWmux!>N@Sa}+D zP04!`y;J>jnQ!YzezNuov+KLKdb{?ALb9qY2jEKTtDTCMyYb~kawfM=J$_wMq9Zu++aqFsm3Ir3UOeKSh0R z4c#TSCL>F-DNUovK`_Y**tzUd(&shgYy{ohn+(zOFD#q2E_s8KS{>K=|05hS19BJy z@&<7V&6m^cWO7u5!IK3M@F7Q?z*?7Sv#3~{cQ1K+mi1p*HQ7z89kiHdOOL|&aV*Mg zm!=RHg8_4Kca%OqaC|ayWPG`wCue@~W`AGCp^SH>wRAo^wqxVZoS$_RooWB7(Xkke z_ps2V7=9h?`xr}JfXOXdA4`LGwfZ^@GoS81l9VZ6>|1)7fK>xnV+PLMOxw&gPM+1g zG5-NiC-S7MN4neonzo+JCzD^}8eX~-8%LA2Ib1TAJ~Qtx60`2$F?r@U9QwboU?JEP z;=frFH3<48Xpxn&pZN)IcIn}0xcvXFATv(-u=iymPbxp92EfPKxsz;*jOVG6-VgH0 zLsZn?QF>YIy0{elr{cpR(q{ebbW-H%p(t_lQKL#FMOjX~O4DW6O>F_j39srcA-TceQg5tKMfEU5%A% z#LVQWyoRl-ku!7D{&D6y9#qWs&TRWGY*NuHZ(KeVBRWCmbMfL}+cS<&<`u{Bxq-xNW$k3tm;~d!Sd@1Mi}*$Ix|HUXufXtZ5i}^~$!9x=A7y0! z6emWBVE?j8>T=a1<10M+1&nJ=%|D*qzXI_sqQ?=BDKPD<X=I3mQH2EX_)tmc${}-$MdIV#)sEGR*lk;-CnUDpR6(73I(lhg5G9=+CRb(HN( z@b52uXWmH(k?LzUKSe94Slty{R_o_L+B9}VNz!$uRo1B-iSb9%Y9>Fb?yUEHKazLW zV$WLadNv--u>WmXtb@XS{GuDIcR9BcmhX?Lo5bwA4_qK341nDq{!Ve$vG|otn@7@o z1@3)Ig6H^Tp0H2GslhaQ!D#deJ@SmEqwO`EQ_QzK4K4!H&KQ_F0_WmJCtSUiMD1X5 zCyBlzNnPmt;rC2dcnHoLM4vr4mbsb9*K`&AJCJiRF1?Le+u>f87RjeP&QDf3ufu?h z@V!|v*K0Rp&cD3nDe`>f+z#xOl@>?aR*Rkwh$6Xayo5h)!0GtQ-_F^t)e7u#wVwKj zF8?^|2tK&OZ&s@RPOlp<_+Fn+X1PLsny~v2w#Xd8W{#hYQRiu+g#D>}mp2CYK(;8> zY=z$x611@;>tW6oi}JRuHe|2H@Z5RcK+Z+l$*RXW$}6Q*gcs_)~WkvVw-A(rRuvv90C9XgZ$be{e_<}_o^ zPuXLdBiicyGrUdC&Jp_m%x?{B&KmqYwafE@i+M*6^7Vt!c>Z2dG+xR-k}oY0AtU#E zzLMvTzZ&It@yg7(K8()u_4kOL|Kw}^MdTl~ks7q?S^Etf{Dg$1F})I`7n5Kh|9YS2 zCb#og5h(RA?-#S`Kr9(!R$}T{vgPgkjgB7S+!go|emun6|7Dd*uyn8F6GEeVAc|E zlffZ*RxZPi8TKs^s|Ff3d*b>F{O)?1mtgHj`Smeumki`{F={cJrb_x62;QlOT6*fu zBU3^A2az#V2ygW5AID9=)DImu%kf9z*z4L^p#7r$ruKRZXYZ@WrF!0vwyRn9X;`mi z)dz7VvuGATE?H;BX!StIJno!-$e-sYPw8g*UY})c%jyId?&+6W@hZ${U-WW~p!3vNj|h)ZY*` zIfUoEPLj+xeaL9>7Wp28Z*7*p2zHlY&jtLi63jC9yQh8g^jd}9ng8>Y@9T{MYk0&K zUQ)&x+p+y5edS&Bb$a=oFJA+#rcg-bw$h@~1or4i@A0_$CeKghl8Pc(PdXkXPTb)q z5xgvkwunJT@|kx<(w}jx~xo+h}1v#@#JKWHr^p`21hNwezKPds5r4>uUi{rB>8X zoIT#1NprqC)xJwGKYo9rPnATT%sW22fDcO@{l3_f+Kvrz@DGxg zE*O==(pzBBR}3y>v^atdPQk0idhXA&=Q-zH674bK?6vn$5h82TZ(#Lv`NF??N)D~2 z7}A-IYGB$A1>@LlVnN<`mUnh(T-u6{WB6w>u(rXeSFt;Fduuss7}RI@bS}?0j%=Un zt-YvxhMz0-n>(eQqy5IyYXYgrlaBED{6)zpCK;QZ^v<_92fwy1PHzdahyGIO;9I~_0b48gQ3 zNjuUtZ&vO+r}guF>P(ss^-zo4oB2;sQe-V}*24Fp`!!lU9WzI=@MENWR$Li~Az$;? zTj^1ahgW9*j;#9-Tj!ZYd(7VLO71+zJ6SV?H78%eGDw>jtsX@pyX^i#+Ab zLb&)Q`yYyT$?*P(R+0&(DEl16$MfW4egOyTL+~Hx&4A($jw(g-yw54`_gYxZb)`_p zwr_0Rq}`!n*d}|MktOvAe)l);HfLbNndDh4R#d~a<-GqPDA$L|6?mVOedF2U4e{i4 z$nV4A%}G;6oZ1ZAzgV|6t&g;Q2Fv~Cxcc~Xg=3Q4;(ga2bHvA&>5_U+B}sdTZ-wC3 zkM4PPcOtGouJ_azPM-C3TDnl%hp^>&e4q$@zQo4!NIwVi=g}@TBK~2er%6yjjM=8w zN$$#0zu;V4OBC$=ttAT z*<~`RrjhnsxICi2d06%)T~i706LENqexDaLrb4@z*i&E2y;v$UwO7($g(EVXWF7Y1 z%IkOY^A_4##~1F!*TT558_(X*PpX90!kDao*((}mmP_*LkD`BJD4mHbU-7407ko+Y zr)ZNp%vajejO;~OVHd=9h(c57{6CWJ1YE1>3j=tf6wOhT(m+TwNKz3}6iTL0sT64- zVCJnULrId%yp4pL_53owLv0YrX4TYwvT;-fM3n z`Q`fX%whW)(&?*jhsINdalyOzFvgYHfBkJd%G{Ww#ao+-|;-swtr95S9Nr$80k}M)W6~^=f zj65EIeNji};lW}oXwAD5u@dd?a`j8Bu$xCtF0lJrF?K&*bf2~}dpCQ=HsI|$Xwj2b z{>y8g!lwNl9nDH<;dj#Y)_Zq$bY&utM$r)ImbR{7<#o1bp{EhSb8(k%q6vKo(13ODit@&ghD7~%U>!a=|WbUV( zWHX(ru1V0lg%^)wuV3JGzpHv_J#$_%Uo@)+vR`R3o^B&!4|X3%i>17yk8)WBeLOb& z&1>)H)9bahH($sbucl({5PVNA*d2J%2-aCcGnOSECH3tP%3Wsm?y0ButFFboAIa`j z&Ee9MhQa+zapGj(uUGHW`iMoW&;WkDeDAG>BjKD?p&iNboZpgSWX9LiMfi=-=p+KX z4!O+g&3f`{=y5x=H;Ua`_)dF0RcTi5NSmigb3CjL;PKhh;7StQhd<-V-ht*NM4Rm1 zv7Qdkk}Nre`;mGh-i7zq>QU#hZZ9QH6P1gr=_sguMvClyz6Q=scwlzQ*?@n^ggo07 zybf5X((QyhEk-@j^(GT z?>F%vv)gwRG~S?wtoq7R%dxIbzK6k>ItAjH0dXj~mirbvu5u*zv+uFfI#NDF%B}d* zoTU!qbxUcVea%WbyOb@CBE@8$ajN={;qh5Ra1{=osLUnw%l*=NsBNS3SZIBR8-Er? zptVJb>_4%UT}rzHItD_e=`j)h-T3`Ev^h-s7m~7(I$E*BD%RdDs+_^2PU9;L)p-<~ zjfU;T{N)F{PFCI<@NRD`nyIC^%GMV(YhYCFyNBRm^2v7+d-Fv4Q2Z#5PhXOHJ9)>m z^8}J#sGsZXcRJj!#G@lg&`QjDSs#84yY9n+O~uO(v7!YVm!;c_n4I05vmRu*mb1bo z^X4BC`;vDzc`xs0<*+c%t+%K-Yj--*HtQGP<~7@0wZ-{4yskTj=4n<|@HbUU8=U`* zZyhJfCtGAj>CgNAhI)t6YbDH9tD_rRR}mBTA>B1NFiMQ+#bf)yaiZGqhV?YsUBKEy zG4I$yAGs4}FM#9MnDBwxcZeCQw4JDyl@|ADYk$3H4K-xO!x$0{fc;3nhv3j%?0H~; zao3Zg7!5aLWAe|v48{7`o2;*!MXv0v{hycV;C7Oujx??|@^e|~_=L*&bo zwd2K<(L6b^{uF0UrAJc{`ePO>=18)mv?s@Gs3&h{a|rFJrrkW_0ln&R^hxIbq%FgW|#U_mseZ_m4({Ls_ZLxP_k&>#6nH+sY@ZMEQ4s)9e<0t ztsHN~;$793=lmCI;T)`dk(H9!qP%+d(}!kOVb;1ngPWJ)P5dXBs;fd`IQwSzudGn| zRD{SLSb0)iTuj{owai_KY{x<=`=O7<&&(>>>55-m(V2Ytme{)-GrQAtqxyG{@;5Or zyTxu|)$?6{K1&|zx`X&-N0Ie)*Hnh(^CaGdF(btPnp#=POFr~HdBev$djUSTQttp5 zwxxUaKH0@fdbzq4O|!#P53yx9+kSwX(?x(}?L8h2Z#ddnl=_0y8DaJi(^ld30zQ8v zMpUKUHCj5A#asD&JsGC+>dET)f@T-fB0EjqE{?sRPu&C8pI5`h>K+5tHSBRY4y=S# zNxCG<=OyenNe#33%$GP)31*eGk&IT0U|4|`TUp>IyYr;?RH|wsx)B5-HYQXX%)EXT-;B{7Cv}c0>`srTyu~KbY z^#gY)otzV^S$I1%lK0?dSNFyL&QNQ}b`Pp~Bjon-zX$#n@i%)QJ+EYGnk>>^KBBz~ zc|bkf&fUfvP~1%~Q(H*mkbxR4z)^M1I7c-Wog8;hHRSugLvkD&D- zY@BT5^VlVO&_4>5G4NjDx@0DwkNZ89y`G(BvS*$zCwEJGvQ#10Fzw#RlfUGtr|1!~ zpX*tq$sT)IZ+5jFsUmbny5cV$d9E06JpGTtlD)LthWEbc^Fl|nZle=97r7#P+irH| zef{$)Jl)F9N6~#J8H@9xReYwU2=Fhhuf>Ws^z8<>>iXOM5I54X$hB|LeT?3YKr-s!c4_k{lg; z|4IzI25$F2ev5B&c|~Wjr44DmW%0-SBxikgtR9L*McL;T{*c)kuhR5K?OmjvZgl%w zB-r8lWAX4|w%i~RWp&zGk+&=^WVXs{Fwbt(ukhv9`OE^^-y#aX3iC~_+sUTMrnaIm z@~Q~kJU`6Z_xb)uvU_;SRwy1+GlX0txPo?3}8hWQ0n;cDx?AP}f z#O7%)a~}3)hucJqxqK*@{BL8`N7(dEHYv-dPvd!0R=)%LclkU7I(0;cHOlUG{AU(= zo(@l8;!pV5hxM{9>sq$@2osmXp*39};M+Udf3bQWC;jWV*~zgYBGa*~)~vvbOYr(M za+el6Du_5wV(H!d{xbej8sFDxt+N{E@b+W^eonbT_;m=cIT#A1uqi7H((gV-;x4Yd zNgr09Os(1ZXRTjF@|;c2a)g*(3d$`pX&k%kDf&LdPQ`tjO`E3b&g#0XLK-7(4#I|a zdCPi;Z-2cReJ9%R=-5-LroyEF0X`G$&^0enYTzN?ZNKS;dBu@Ks)hwl3;Qo#R#tkrbx)|OaPDPcykLK@d@iS+e!F&ZQ zv%C0WC_G4`?1s6W72aXNYIN8kQk8Y&DN?LaS1BCokI5&g=SX)TSutJ`3dviZ-T7Mb z-A>L9bu{~1o-N+gR{mjZ8K;)td01wp)e>P2#DOY~PA2s^;?8EgUr(Y=n3Fl`Ye>|C zWK((B42ZOY?!7E<8Kj$NJM-|epVx2tk&G#CVee1beV~?)A!$$Flj&}QGhGUC;B--L zJ>70+m+aD!3_qRu$77+rl_qyM_Zp;z z^QpF&afouS(fni*O@&k9!eXqnkG^g%9R7|?-Z9!g7JruE_#QCK?nqf-mTX*!lh;AuK{|~0 zKYO^otmLO!KOS4JqGKuYKT5Jm>Z+;jyz%O-#+tA=oKAUn)Pco5_fv~yy7AcG)$lkj z^;Ann!o_LwF~)yR#ypk2SDeo5+Me+EMzl!e>8IW^@#j2oJ99Rcu*4euQy-}AR^Q9m z@D5pC=Mis{{#;D@5Js7y@v~a8hxmAWn4k}D>D=>dI|JI8D|0+%w6+{R8A%^Vk}4v?_4Hjx zy1#f?Ti0g3L{lyGgI@M;zr|SKFu%LSgqvwrqA(g+K)O6>-bBy5zfYE?ns|EtZN;&)*t~QGIaWd%fXSG3*G^WtYzV z$v8%zFouo3aZN2z>loUe2Kg&!n0b05aHbz5Ht2<_kgO%9K5C3{1%xVL(gXUM>{z>9 zx!$hbM7vpj?!b~I&h$}goaoer6qWeIdfKjaex^uw6bv%QJ(*p5>(N%S{jnHdj2-4X zURlh)Qf#;yZtvnuC09;%?rW?VkMk8A&7ILc`kZ9oYK)O9+500>uPTgWcksvg&fm#W z$)a^O+wCu!uE*kXkbR5XQ=wZ!kG2xi4yVsDHo1d`e8_&u5_u5GlPB_c^_)-Y>Ui=w z&UF-*?shEssj?qnFP^st%O(4GO|4(XORGUGJ5FS;ppRI1DT}SZx9rT890<7wovWrI zy#81cJUT5YVTX4G|yn6VI(?o@uP zxKM)UmUG2t>bQ*!y0Ps|zF@oD`DRDV7vY|{;u|nM zE2y*TBrB1p(Rv#Hxq}4B$u0%fr`>#hFdW5e+7ASjo>;$Ad*g01(!!eXu( zhrg*c`Kn6#{2Mv5zv>p!-YBY^AiiG={p+CH7S=O(^9E6Bl6IQoO`eo)cU2SRvO=?z zzuoz5_A*$(ry8(PGaB`y&q&wjY26?!{}Cgfg-2=LGltFji!+%~k}Pf&)pi$&lHIs5 z6ko=;!=cld#C34$1b&hG?Ch&nnzeo>Tb|gTM2=+R9?5sA@sVF?S;5~Ec;_25c#aRR zQaU5dM4F7NvfpJ&mx6g_dhO(qdurouGVO5oDG_D~B>p7vWAqr~^A>!_+M=u-I+Dli z!{)UMW6kWQI!C!GBuv(oS#10}5c$wc`1fkxfeh;dn9Q#g9 z$r|-4i|nuGs!HO_sISGA+x0YgNALu#TVYq8Vb_68=9Xp-_H+!`s9ZH?9_PmkVRV5W z?RNdmRGiDm;k?3FF8+L;Gk4LvD0^2FrH(d|{|j&4BK;0}o=b<hD)J6w{~@&aiuWhq+E83*fLSx3 z-3ap*vhGvZbT;<&AYmD})P#K{`rgmW`_L})FzfT?xfqz4tCzCJA^4LuCTA2PL}m|l zrFR=heZ=?w#=`yBvZt~=puNP|%wF2Ae7N-i4s?J+_8jj@pF<#irdV+`fBjrLnKO`V z`h)cbKVZ*W+8^b21&vGS1J7ssgYdK+?UVU>AG{c%FZoB0Jy_l4pr7Z2uR8Z2WCtkQ z3ASq?`Trfb9)t6+f-jwD46s#uZ>sk<`u&A-@6l%gZZ8{5zB%MW*g_{zre=ovkL}%ZL0RJxwwhWCybU@2!{jN;T+s z3H|OR)jM?09Y$6_?18!G(Bln$k&IdIx&BgEeE@@Ytar9LKiB#fES7zW%VA7MrFLLM zO@B9IM*}q{+hqE|X{yBwxU5d~ty|@F1xK8YU z$nWVsZP(IVr6c`p(kBz+FMQ*DKD&_qb>P3h)+gZGAU@HifW&94+7u`Ecg;HfF(0b$ zX)ANkGj`89r*HL`&FK9$`8Lw`Gi;fx_SdzPCwcFVHo_EQ4`}`e`$v%=_ zi=!iGKM;Iz^<;bhrmu!vw$<~|QOzvWZ)-<`$DBx>44)(nWREv@z zSzqcYnYWT-)LDlu?%^lfpnG8L#4p6BMXh*p5mBuzgtEr!Lw`4GC%!XTTghOV`ChZM^8~Kc;J0V6ek)wt zQ@l%-oo@>LS8X<4zdH{14uv~3__oek_wmy@W908&KaCtUP?5l@qPU6*mE7JbBLgdWq ziM%D7%^&s@{igc-Hfi>S)$hFS3P550})!B!~>s8@J_^M`~vdoi4`ILm^UBo%gxAj95K^FRm`c z@p-UL?z>0$R|jntRnuPD$z0M-^vm;*fn+Pg_qM?9P%Pa~&;B57()Vql$*cG{iwi!#^g2kp)EHyQPYLvyn>$I`sIR?E3E&--7e z#bzFI9R9t@H}+=n?^z<5*4BzbT??$gous#uCHG+2W9%rcZ=l~CQXj*jEef`~h5T8q zJsQ$m_{l4-{)WZg(OSkMnOl{$_AfzmF8Lm0iOjVd;Zri%)ne0cp#P!rS+Ds7yB^FA zml`*$;VC1r^Iw==q})Fk`>0s z+PO;I>Hj|zP0n{b&l2b1`gAo;BX{zx*TBOakj@*UWL|0l>ml0SEsjhk*{$OBaazqz zs&CM$JeezC!Ak}CwkegIpob}yaqoxD&s5KR(Y>_z^)X3~fM9lpdP)2_#QDxxnto#k zseXmUXjae8T@7ehf_&*2pAg5&vC&{x?T1wl7>O=2Kua zUTgblE!ktn(=(&cYHI(Gwd=t?D}gh5eMT+WkLGB$SVW@Ck9kEs9klu!oRg=bly=MV zhOF(J=hI;%c>*JT!Gnu=WOugt$90QD@Pn1;$dA@KmQ|tuDv@2(9>eVHZ*w49U5!z* zoE=Ki<3y3p>ddUC&PqQCwTIz3SnYp{f@5fWJj@2+W-{|6m-8Tg`<8E$AW?$s&+_GM zyk-gineO;x^)2Jst?}SE*qsZ}x3ztM=x`W2E)tO{6j;8ACC=7!*3j-V${bMO^APA~ z2KG&~*vXgP;v1`>Hv$qx=#z|3xBJvcO~u%0srvuaPM%jx66t!0I6dK!x$${^av?3I5c+rN^#}9$Pe^bSc@7~4t$R^jx67<8+M)eDCng6ABpI} `jj!-NOmqo z=elsoy+>vjl;SI0NIF8_`msnig-;|~NDEg~*Gg8rU7)_3*=QSIJOjH<5E&kV$EAEA zJ!_U@Sr`s{*Sggz1 z?Q8J<6fyBgwPen6vU(p2%hTEPMZM$4P&verT`(EOi!z28s}D`y@Y%+&+5Im4Yh`t} zV4qXO<8FT2VCb!EaF-gI@X3BgbIH-0-D&!Z-ba)0aJtRX>-AUXBWyhaKdPvu7Hkew z_rHAT2WPADoY}6+EZ)t~$SR^dTUte~w$3Ea|1dSS!;^hP)}?C6I?&9bJqL0ncz$*R zDo4Hz{OeBTt75~xBxnJVD`Bz+w8oOQ66UUhTlOj&2aSrbUw~oBl2w5Wz2H)n7J1%$ z0nUu%rG3e94PHL$%EQEt@oM}Vw!ivz7JRxx?|ED}k|eo+WkMSoIUO2zWEwr!#x8B0n zhOTW6(GO_ek*~eXE=%;A6WFi@pDs$mDn4hOOn3IrYN}FX&l<@Zu7AOGXY#==ES$Ux z866bm=g&g+sls@BIy`ELYS*&p2zqXG-3$z9O^>RM9Ov7!`lPlZ*%sWG$6nb5`!ybx zea$noqBg$Y2*u0Af@@s0L7D92c?vBWDV1HZ%VPTDta6&@l5F*v$F^GZ`T&mchtr|( z55CN#(KPZDCslU6eS~J$Vc-m9uED$BFld5nr3;*B%)@S_$9uR`k`K(nyU*0PueuIk z+jcZs#5eDO_0gos+MLV8i>>rZ_NFtTTv{t9Kst9|nPYP+uDrzx=cws&7CVqGd7D>; zSM7vkW}0SyizDdLf|n#ecxI+2zhQHh&fB}cw6&=a^PAz{5T3hBtN$pGxe~b#Zz-mA zB2`#=JbN~T%`UMlt4~*H;cpseWb+}8g%AHKe=7+NaHa;^4d4&u$o?oB+#>>Afpy8F z+)O<;<3J0{x`6loh%v{}>;_(vd4+q4LvN8`3+=aK>8~VN!W#zZBPxm7y&Rv&RulCF zzr*}icK-mL$C7^>o@bWqvtr)I+DeA(%vQQiglY}N>>JmeZQJ@^SB-DcF!NvjBvUOK zM7wd0pN)OXp>vj~GMNQ0$DM)34-c{UUo^-bCzrq_tMGf{PFwAL2>0@&PhP1%Xg6CQ zn0tt$X*OE~JBEKIt6>e2_vLNxs(XQBy$YqXe(64Ei$ZV$48QWXlHO!J6q{m6DVnZ> z;08X`iq|xPUKL2Rg-~|YK2O>2oXL3XLg-Ww8!F*a)|V!yP(8Y42h)|9(GY*WW{=Dk zN^bqn$hi*>FRgFRlm7GB`CyD|qlN4o{3cDF!?LZ~YNua3oc)@L_w#6O-@ ztDFIg+eq1j|4${!gJgfnk>Mq6vWS}!5_FuhftMeX8=v$gywt@C#OZE`>3>;hOegTWE3-V0~n zRC)%RW$w_a7<~a5Hj^%I95WZ_5WGw;k+mL!$ox9_^9(v!Dyu+kHHnUaa|@BHC>fF` zt1C9_1B!rq@$-9+?$qLaJK6|i zF@{~o>NWMcPe5R(`tB!5ADSOcmR({}Yi#YS%~hnz+_|hBT1MVI>9$18pJC&FtoW3x zcVq60>dMoYvObMh&k3$?#cDUh;8!*}OY{p*&-Z^4@7kdK^;q+I!Ed*cH_v&GQ{q9K z9#8IC`jDdh=t<0~i&^jJRUg5lQ`m7$q2IqxkDT30TCwhS@o@!fC%b=kp1g(xxeK_n z@H}=D>kSiu+QV+62>7qao;}4o!1F@d?S#Wy_;iIU)2AJ*%yg`5&uZC$XgKZ8=WVa4 zcMw}7FXS7T_=7WjT(L>3pTO-6K2RU7_xXH=`hF?&7@3`rF-8a6x|=6or@dl@KIB)C zsvK)?C9}dSMvmFbxD(yC^POIhDy#N&>Y7TI z3&fxOoXcGBD@2r+)txsh6P#@iqw>&v8wZ!L+mU>3nPbTk^`9EDKI}uBIa`d(K8n|~ z(w}h5*d_BKRyvXlqzl+CBdjvCAH-u?YH5S-%VB>vM)$|Qyvfg+xb395S(#_lmyF%X z%KSCHZq!=GLTvAaVK@3YL~D6E|0@}e7LiJ8@n!wdRc!N7LC?A{XdouMP1fEpPo98{ zV#9J;R1m2a`kWmW=FsOglHcZk_I4@*qs)MM%;)`ZAa_$IxjGrT-e>75;&*0Ycg3Qt zf_RwkXD{^zxbm*(bq5ArL7INp_pH{-@v~pB;#TZmBW{->?Fiaz;vKKJ`U>AGY9)K< zB&X?SoH+`|rt{QaF(=Ply78zyxfsUsbJ%K__J^vi8qYa`Y}wD{Cvu(+gWJfEtS6Ox z-^tD$AzqCpnO|O-PD63^5}FPYDbB&bI(+I!(%!(+N8s#67R!9P?4Pv+_7iZR7pwGv z*>|MfpEa}lL^5~}#p`$2@n=}irDaEc|4kv<+~?}0e0N{9w#J~cr2k0k+08kt2sh9) z*?lKFo}T#^EYD6E$BT-+So;$=YH+TWF5iXG#i z`vJW!gxzS^)zWI-!JJ5ft)gO9(Pkgze*CzbmT%P~WG|De#F8`FbEf{~M*g*jv0hQ$ zy{BlC-Z5_$^7Qy_wm%R9l6~$9y+u1cLvxnN8_3K`Dk83B_t0v-4Io#sLafZLhYNjw z7)P_hYaFRQaqV|}<0^6aPA#ocb_FKYAa^^pG$LUWXdFnt^(?tnd&&Mii+B7&vz_F- zvCwNwrf+Yod0q@D3Gd5!*mr8nTAJ}RzKgbV+4*aFJ`LAyy!Qg=Z-#AhgO+6L)v#Pp z@QdtKcL2+`c3l_sFT}4htlOHM^ValT@!}5sOk1V;k@zlF&p4@rcC%LOat!>l5dUiE z-7D!MlcYO!|5`bkCjsMEPdBfcKivhYuRxouWW=x6KI%>oaOMW1bZFK zTFYRUJGDPVfe{#xoxr=mViUQuAM)Pp+XDIvdH5sZX?5C<;~is3GR!#aO`Q6i9Lc26 zjo!)TTvv&~be+$8KEaxU`Bw=VjAFShVrJ$Tbfaz7_6)$+qQ)RukGO`#>O#1>-n=8^ zmymzCp6UlE{frki)zTY(&QR(C=rza2Jd<9j%{hfT*FWH$T^LSLbp8eH9fYUfi!NPRFFEC>lXeFyPB%harEH#wJ^;r_>MBmoyzw}N?2nS~ z1m9}A`ZU+({-q^s$6~^K7OW1ptOEKA0(*()7vXJkLCq&!Wv#7O-$3jv3EeO8I(v8} z@6M%kovLg@tvxFuT|~Z}VnI`0@;&P%1I05C$S#IKvlu@gh|^geRMaT>UyNMNCTsZ4 z-L6`$y;>sHWjv`3mTZK`)#`hOMazi(9Z3Bc9RDC)@_;?Y3VY#TJ3oixS61_8cia=y zvVxAut&p5bw~}_a5}AW|F6P!_sY}@8KrOw@%PT3-&)xk=tbPv<+sS)IDw|b=)oJ}N z-mM|w(Xej=-L>={K-U$1O1k1E`duQ9_0}ikiQ+BVxEX)9K>Bl>e_Z`}PkIdo-3-;k zu_5`?*I~+PpSJL%*&_KYkt=H+c3?pAI@~4>Y+})Mn4T4&nTcD=7^*FsX9v14GMVnO zBj6|~cW1%8<@p)shGJB*&F!MeYod4Z2sP2iWCn9~jL$vPGAzoze`DCDk{DEnCpVx| z-i%}oZE_;th^c${e~qKr@vZ|aUG3;@9LRHwclq-j`mm;9lFNtnza*)OOiy9^VFNATEV>6rVA{$#!o?rTJv z!}!o+g^_CJNOll&s^zT8#a=k}|7j z-=*g?G3#x0KS8Q%)qf>SlK1OHEmc(i7Nw8Em9rrCqgFPkbt%N=i*jdT;=^ot3_e{i z4!n&)oydNuNH7;V14XV=U9}5NCu8ye@vjaR)n~u!*fy&;9%At?@M9m0K8$92!v8nS zSR;yD0MD~Tro;JFck*4M)iXqxJej?dMSs;RRo6de|AC|FS&?m)vhG;+oleq&`QKh5 z@j0~ZMb^n|(b(r?`hMOR>JznOFRMmum3b`lXw-zZ7vaL!+Rt;B&sjIKb#m8N(zTWN z!>3qXLyN7|x|t=?yJvpYuY4jIxmH1K6Q3C&YA5QSq*OAa|D@%6A(3a~@6xF>*+#-) z3<>H&<|P>YfobiuaVkx3QD?H}O~ssh)m{qYf54SpB*>WYQg&PG%8AZRr_D{|$jqAL zP44MPX?Rs&ztY;v9$(pUsg+X6p_ly~E@SPBXxtS`?(w@7ud~i@s;IJBPx?I8rH^jO zGJm)>Z@K;yg_6_xG-XR;b8^goj-h|y_zhUp9Qs)Yx(UV)kT}^yPZZlO(?SK2VK+o> z#=4hT@i^yNxs$m|eZvbp??IMxT|J7|=DGaZLK|OWKtmQ;z|-^0EZLhD(()hQOX68i z9+@|oZOGDJD>p+lt8#8~{#3E#8owX$$@$tz4!v8+J)h)lm0Zl~PigySKK7hm>=u!2 z6?8MdXoealKzXZLlDDEAi~aG z_F8`O9!B<~b3-1UrxX)Oag%u1O1!zAFHa+5ZQN)N@mBs{0`HHpsRNlRV^nspFGY@5 z`FV1BjR;8S+CxQz74$yN#)=aXk3 z%bzaxB~R{W>dBhl3wY7qj_o4R9_(5P4yS9in+RHutck6eHT^fXtm8x9!|r{hvjq5JuN&gB9R}mv_!OJSz9Bm}}Aj|(Iiu|DDW>VfFCS>RL5_sCt&rEvW43CC9 zww>QjkUfv(v)(WzHG$)0ti3gg6iu;}M(D+mlDZ8EBMqtQ6hZX;hsOgh3f z>qWL7F>{RQb)Nd(r+;#(XWdIFOw3H=`;C(KGR|7>>#u}K1$@cMlq0Zm44HO{U+tYsM6a#xb`U;K$>y#ZM*i$XlIN3;sd*!tK8ho+ z(ID#>GMewGzo?}3ro3=ZWpdB`2F~|_?kDt` z(6F}g!5+?SCCwd&vkf7 z)){AK;-PA(qRu@@v|g(Z=~Jfgz$f_LF}N}ivrfU2yfvuiiofaJPff4U?i6?Y2P=`M zNo}yP0Yp2~Epwk9^6dq6-v_t-p|(UFXR+Idc(nm;o!RMIXP?&IC2Ag`rZX@mxnfVm z#m%fY2NE~)hTqBjCvUo#{9#u1RG&lRUNp;dmSk-I-OuAtZ{^xYN!Xhf-$HaXRL<5X z<&AR2Ok?PN0v4T$6{Rs|sB_zKBKyU@%}+#hBiX6&6&!rV z+0St-*_1DaOga8l21o9o^Ct4_!}H3CF7;^qvEH~nA5NbCgLzp-DmUU)_Un9>{$)kX zWSc+9nWE$^&jwH6P8obIB7$WX-K;c7&W^ls&+M%wqI*xZY=A*Cdi+JkdzDN+%>HW1 z9#PH2;ZpuSjjs*0v5>CksJA)ZisA8PZ1|CpO z>N!^L!{QUvwkQ8PR2#KPoBWK&@T{HcUB~`y>DrKVTX1v)pJ}Ol2|V0DqD{D&%ukEy z+{e%Lm^YDak`b<#-Y>fVcI1z5`Bu|U@^IbjTXu(eMBSg_&l){JN4h_(*2{bwOTPzr zPxegiqLseT8&c>CH)H)pxICBlCf{pGcvMltvs(HIQdxO@k4T)ol)ezTH`A+(l3&n& zPdH^2^-aoDVTC`jA-h4;R(rDNf5QiJcXbt(o+r+|#!eIUZ3p1Xa)@0m^8btFuer94 zQp3nF7|ZTuoj2({L0v=m>4~^8oEFdXhr7vFi#BCgcfRqz{JvXln#`R=X@9!D?NMI8iOnX!G$YgVo&7*`$Xe)A;e9;} zk}2nJoIDZMW5v*ev|b1D2Z(O<@pQZ2+0bfB|N79Y$Zltdg_qJHvyj%({a4(r4w2N6 z{PM}K-&4zHhy&Zji^w__?j>l_0sjtB$6-9|axLe5`dVoGhfR69+6J%c!r(F9uoaqL zsqYL|-r|b$$y}AE{=-wVO0%4E*~{x2ZRHK_JoS9yb6ZjWA$>#Mb@Xs_CJe7;+w7^5 zoaxy^vK+a)Dsz$Y8SQkz**4f+xiA)a3G*{=@IMmXBjQhVzORUQrXz>ZaRW+Ma}RschQ;Ie;XO+z+x1CD+kZyh@59U@iE^R$ZHPe#o4*=96BuGGoRD> z88Qtw-pR_ttYki&M`Wh@Y)4<=_fv5CIF>zCA2AKux2yGd^=6l%>0g7`b(S{X{5XoH?zJvp45PsuV;l~YN)NA_E1UA|L$URYt|c9 z=>3m{ep$auq0yNwe#e5WB}{&pxguJ2iE<>AIYrqHDbpQt^6ZaXEyqokhxU* zqsf^aMR&TQFYGF-VF|8gpRUY9s>u2~p}T?1*>UzUHMXPYAbn*rSoKwBcJ%vIzj-#E ze#utZc{xuU_k`-z?fMsQ(5C)+_kk}P(d&7 zV`2Q44Af(A_ZiH(o+k`q)8t0W4m24rErY;CdSQl)wGLh9jYQ0Ev70)KROWAfEY3HQ;=R zUSJ0w|5^W2j~DJaHn8(DG3$8sG>65t ztd-gFUl!u=Dt`Hhx{^QP2mUlb@BNa9u`gZ~$M3w;szUp^ys8zsl23RDyMFoeY^zuB=RWjh8Wp8|@`DZMS!+l)Pl-)zlN>t_t98D=S^3?N zmxP74@zboqt4Pud+4Ou7?-Pvc0smx9$^4R+MW%WB!9R?2YZ{TvS2j7cu7+FIF4d*a zHa6_7%}v;qm0io#@-8{%x^68*lEb5^-tuNR=AG*@D4q}P?6DBP%YGd5=s()o*YIqi zR`V{t84Rvw*=ByvVY%k)eiuGoDF!SxrhJ^_Spk+DJD<3sG`syo{+(*9LZ&lVWHkon zNp*4{Jqgcq)c&V2!=tYLjE(;lt#eObnl#%*sk~1tib1XYW+#tZ;d&G)vQJ(u-;(R2 zJ4w#c&reiC=DIYd&v=;biLD#>;f-1x59{ofcbaH)GOx`1stftm7J81LMdrgjPVN!n zQda!*W2N(0B=?e|+3Rfhm*%4@d1@{GG{8t9nO?JB*=9OU=3B|t`vCdxqU|HB(3~yL z6vN(!@DF;cxg_`zbB6h!EdTMW)7W;Vx=$y4cDr0AzP%3pRk-*r43o|0IC^H5{RNn| z2E%}iuk@rURp6uuiWXT%MZuHE1$2S}sD~i;@@-42chp!v7z7N~~ zMbqQ)_5-o*W>}QOoKk9>P4Z;7J(ERFQSLCF*OfiXv+=3?={GXH3ZHji{-R_1lD?-n zS&DXfw$NXs%gTyRS-1ilzvJw?Q0(XYe)!Un^&jx}Ym7WW=?h_(Ighho{f!=?1Qd^O zT^;2<#)RzraXz`~lA=G0mo0p2MCu=)ksZN%h$}rs+T5L0C(lE;+?P#S>D6y^%|Ceb zp0;Yy>UMmK?>@+ z|GMJ&{p6{D2mjBBe;2!ECe<%A%N2MV8yi}#nbFtl?5`RDRamYEi$TpUrR&T=0_-H1w&o-%)M^%Qrtzt z%w#y5M-GHc@|d!^tzem6OAd_ zyJlay|5)(s%{;Xv?yq3E^!J%#e2{)GImdsYSKhKVbmTuZWY3FcZ2X0v8Kio!;0Ng; z-f-<_^tl0d_Ex$bUY^ZXzr%JG#^)(US5e^>ZDxmG@N@(YjT2{2qj`4L%N&yGqsVZZ7cHUpXmRXQm4Tx zW5H6|+@DpOXgT{vU+wC@cubygz6`gIa41KMD_4(y*f|ZpX!n*s)&e;~=sc>n8C3k>tz!{)yQADCuVL>UMmyvdH`^tcn|3 zWZvxiqW7n28Y%J|C1&N`^GfLEiFehqv4lZSJd5*ewixtzxwqP$RcrRVn61Xe zBw6X|HDu_>!@9x$66iiA_Dq1$4i>7Q>??etCsejTG%N3t8#Z}z7Gv2`H8kO62SF=$ zi`lm~P7F7qjB`dXt_a>13_+cXjd) zc7Q`Wo>m5%TeDBruUyIIyOXK74}F=g%W~LSu?S90_?A>!HeV-2N`;_30U8K4I_gsyo;cqnw+ z&}5q{vxjv(xa3)IaV6e!>~e@4#>NY2@UU`O)0R7{i(K1VTuHC_o-6lI{tvvq3ks9f z+CeL`AeCJOri!dJ#G35XP?2@AUS}%F?;%-oFFc1Yx8i-)H=Qo#-oZb+vBUG^{D?IM zz@i)}y5Y|Uv>%UuMaAk>TKJSc<@in3DIN!#4r*&ezP7F_PoizueLEeV6bWZ4JxCN9 zK#u=s1I-M{WJJD6AD!JLSE%6^qsbOnlbt5BpG)$qlz~xpM0r8IqajwA7VBC1I`+H? z6Ke5*qVT%I*f|29tw+z*zheWx~cgi z(I`>pbuGSu!}TC~3r^&j=Fv19>}NDvK8>+ixpoac$0xIP=?{LnpH`32`h_H~frlBf z?8d`BuG>oPteqaOp6N7hhd;^K)r#gV#mSp6BqPM^;kAf&zUA*a+TTg4(IQD>o>l~s zLrMM^1j-nd_0)cGvaW^K0GvAkLd$t?DNgo{h zu0(qgTfzG*X-X==#61_imZ9+xtYJ+?E6;j zT%r77t}Mcf!qqx@hxf(k#-#g`Rr3BZJFX63!KBj3& zwyLAAIjt~W%-hM9c+ik7|Hj#~p*U02dHZd!d4)A!I1Wp43Se~aQ~8UKf1K{exsNo;Z@lzzbGg<5TbL-R=SC%vcg z%kH@Lr{4Z}JqevyiBQIm1#=9jx6{V`wdXf`xxE`vu|ea+B`q==(A3{0sl+> zhdf(bCyEwPS0Y;nzEqE2WF6SW1s3OCy#Wi=7JbgfgXy&2ffslAyGfb-p;8J~1NE-i zt?FX!R>bUTw7OT__qj5AeP1H3W!J;EM3v64%Fb}-^OfYnxR)f$p*&IhbzyKPj0TW= z9OjI5ZFYv+6OSwSo#pSf&gLEBl{C47zW?!s?3?pD{ym{&3A`FC8cc;&5nP>w@pGZ@ zl!$*VpW4F}KNWh>qO@wlW+Sm{1*^P(jk(Vs<$UhDe}wiz9LnBxH$uOjc9J7v0_~<^ z)*RA~#p4#vY=qbG>RU(dVI+J&G+3_m$M~9OX<55IPF%_kqRIaBBby8_jG(d-dJ4}i zP2XN3@+NIRL(d94BAF%*!ufyoCM#+9fk?2gsGcZyp8t8GHrLraVV;5krNpzZF+1yE z>d|`%l!lQpyTw0>=TmU$AWX~~%$9tyB&=G&w{u~fxF<_yuadf$+{B2kyeORABzyRr z9X~VIVhQ=D(V#0l9*1a8OuZ1(>O<-?GHvDa7xDJb9j)zmyp}rP*WP;OmHg;!HoMmU zM3Fb(xn5N6g-4_Pzlgrs$-TTt{{aNkyR;;IOY$yci+T988o$=@kBex3r0b5L&1Cmr zKRCNX&v=cir|`f$&AL!u`56tmLOV04Dzd^ON^fR|)5WTW5NpIv`>_5pB_0+jCgWjd z7&m0)tl@6NAhK@7CV(t#|&2Z1_SFq~xW(plj8%ZR`?;^6z!7>B4mhqwwNk3kDS1J9vHl{d}89iC6o|*R* z#fbe`GBX7#X>k?Kp9hiC#hc-n_n-0nZR~jhe!R^ev;L(L4ffUkYvgMTgKM3+7Md9o zP81);!?rI;8nV@iep-=mKgSx8VGron#=vAZ%NxPq-~QpnJNa;)MqP&;|IoV$**;~F?)dx%N$$t0A^iUdF=U6U-g9ko?(Ku^eRs3hJ{hf z4AF0f=$$<;ZxT`3u}SXhM&Q&-+C3J+*_H0C!gIrq)LYK+Uwr#k>urpt=V0YF9+r6w zEm^HK%_gg*CwGA zwemWv{KKkSjR*FJ@AWYFp2QVhvDBygwK4+Nj)GT4LCMoTOkJ%Ybu_s~ihFk|JAgg+ zV6#D@e8#E6_0WxBf37;0!si!Odj>OWljR7$e=cdxz^^m$`76g~;Ak1~=PB{Bq_NUj zG<}$~iBz)-$H$2Y*%4%HwHhoT%n!-E( z!GSV()|GX#|G|@FO$M`@VK9~#<(=3n3?C+@XKr9~UX&*umx?S~#IEE|${X@ue4a_G zYn=TL>dB`tKr400J6)t4ixKO!n0XgX)K_1m_=G-hJARvJceeV!fXGNPeWe$fiWQ%b zWEK|xM&dcVv+J@kT!IvvxPDEpKSv6??NXb_E2J32-Uj?*!GVIJ}D8o^?ez zUe=R*Kda|j5>FCoO5j=MU*&z`D_B}d%*ss7b=q4e4&18T0%$CS`uSqXSS@@~80A)A zo$Q>Foo!!c$17rp7p$T-omG2*z^h<+#~Pp^KeLJJwRDKYEO~4 zCBJ`;YzOg?^gl~zpME9TU(SY9`kayQzmmKk!g#X?G?L_B@TJTR%WlT=#DTeD#3NYQ zkoRV0MzVZnZA)))>Ips5R-So24khPxiQ+BJGM6z|tJ*v0MPF{IBn{^D& z(d`nthSUq)!8W-#`ok)uj+9p@!_-B<5jxVgzWvwf1p&J z4n5DqZ)4e!q*#L$<)QE$Yi6gr?9y;O3r&J+`jD)0$WHIs?desmXVpzs(O<0e3K&o3 zBiUuOKcDJo^t4iZSxMTge%@EicwF1V3YMBu=;toOx0_%&73WImonI{Y;Qe$TB7Qzf zw$k|6(D|C~JT|%hGTyj`MqT{>p4_L3Fnuw)tiO$o^L|iI_Vaqq_~a`sO(X9y`haiX z)~UdYWSbZZ|N3fqla33>x0sZfe{s0JHgDGsq)7#BjW9N-g(2Cac%ftU`1C~Od$V9& zec;@ zdoSEi;<1fH@suR`b+HC@i`54$#ZEm;+_Sj}TG-~gChkEOqp z`dr`p(m(HeyJ%x4#;nn!e@VaO7oP-`3t6-Q3@+B%UXEv{`6n>&bF6(7pR)IPb8#&a zCKKi+7D<-ywZ>FG&@@j~i>c!kEo3jse~c#1hgt)^u{S@zn8hw3)g-me;Cac=dm%h( z^0O_XL2dTVdw?yho0;R+8QCpi#q3k?VWIDCg3sBPaUZd$8o%m{NlnDl?b&MRrlIU0xH-^(Zczp?t>`yq5thvYP zWTQF(LQj*{9|KI=2+Dvp4h4q)k?{=bXu%Tk^@=pr^hYPT3Rw zGe|68$2`xxu`r%0>H1}m9Rja$v?=PEyOnJV!7s>~T`XqnwURp|cfQNnZXVCcu5WpB zR1C7oWBDe=B=>VC=#wd~xQ+lCqdB5~6 z4gTd5Yhb&V=vE9P#zW~^yiNYonQ;Dvt+Nj1Z;U&f9XjE{|5xd+fOfq?^t%Ff3)!om z*6S)$277P9`c;m74WXkU_UohUlPtQ z`?gc`!MEe{lhPXQAH!8oy-iM$p`M_tA}f04*t%8=dr&1 z2chJNxsR{j2eS%TR7~u=T3tto4KMJ)BS@KdvY$HsqTYV=>%5a0@phD zy~NKI5cnNa&*Ve9)tR^c%OF;%&WdP2yW7X;xr8&LwDCY8c9&x3o zuI;I&)BL>{JF**Y11wI?qZO<H{A{B6B3#UU*AB8ABKrQT_2j~9FP7az_vE|UTRp+$718Z7wPbhQ z@g&L1miDc-*pl@gpNm74N%An6%aAv#%JLK^A>FpSOr#mvl%Zo}eh{FI|@_O@ukx(y)nE(|x4sv7-H#g_j>;NGOlj@a$VoiXEq zkZW0pUJFU|sJaG;JjqI$%uhqHy9n>hdWP$1xtiVHXU$Q{Oo!AJzD?qRYxQd_Sm!MA z|4y#bu3OJbpTPOs_(3woUrxRQ3uV6$xw3QMmH0Y~Cq4<48~En2w5|p5f!d$TtFi;< zaNcmD@Qd>**tQe_yXDU+@b{u_od4_+NcZnhOQo|-DD1b2JXMH z$s=kQ4z1}JcY*#WyGxwPEApPGF|BKpxgi@AWx3OoSjpDSAUj1A9SN(QFzX55(xO}k z^~RdnH?|6U9*%!o*x+KNf9LaAMY5YtMZ}=on`CBkYd+K%>&CG4F1pUfjBnj*O{L54 zg=ZF3cuF(l+vFt4I@ZjF&RqM`pt6d^cZw|i$yHXlz4bV29O>y>50UpG++Bw8TUhcS z->!3J4o}S9SjjtijhM7Q{ML~AGJWL~*zBW~J^9r@bv&=mQ`B;9+p0Z1wHAKe9oW4?k>_c#ldIPvs}IBVCEg{ zv<+(6X`z_NKAJ9r*gF{oFW?1z*zzR^=K1sSV(@{ksll!n`8%uNIhldjUWu3dlvBDU z6elWo6a+q_$0JxXf`P}hkbt$}+e%O5Tx(=BSx{n~EU_*#rRNBo#fviA6T6nXySF`tXYqtrGUzc%4W z<`7jS{}5L`<^OeTwb~WgU8KIN{{JR8>#(ywX7(hwS|r%PhOa>87AV}vYHgHTD1uku zcl$x|I`xgG@tfjlb-ZZ>o$MSmn3X#6-}m@aO?K;vYwtsF8MKq@BGR0IKdg7t^u}#N`F-#$mxGR!+A6b~H^Lm-D&Iq^yRW_d@nbIOTob{WMv{cE_{D{UmsX z9GTBJ0N%+aa5<)J!tbKE*^Z90wIBT3Ya^@1O5s$VQdfe&cevD6$zS+n2~n}N^Czfp z1g@=7raw;@Ax2cg?Exa;xB9_WY`hOnOypPDUAq;QpWuAnfA=?zdRmX0yx-%XcAq<@ zI^;eC&dG_MSzcN1a-|v$;fYx@o%fjQT=_YC?h>`SVL*R%WIwcSaDAB7578GMfiGY4 z`9Ju{{+O42V`8aE>hG=fP%w;~KaP;S>8pq=eDN80?$t`&2srM5AJ? z)0$t-RyyS(qx@-pJIMy)@SC_L+p|f*=j$@^7x}NFR(~5B9!9M zQ$)vC$)24oOR`ULNw;I412E@Q+72i0cI{p4=R)Z3^7jnKlSR7(TpMZsK*)WBGjFo) zmj(Z?%YGfn_8n{N&8l^v-HVqT1%u43Je;h_;69LNW}aOivFs>g(#B$IRU^y2ApQ)# zJYX~skG+Y%=ly9{njOmOXVU9X-hYL2tMqNj1zlYms|$MFBF_HJRx`9&RXo|G{&$Q( zCgaI_;$JNqo(;*hJY)kYvy=PBN><@V_2JeB@3Z%6RwpHs{~cJ6eNU^x^B7i0Hk)-2 z%ewaDeoY>>Cn0g1NOPSCb(&WGQYvdLtI{CZ*ppl5YH?w$8h#@0ovykVTROn&HTBnp z(^BaC>26>ze8{uDyi@oGdye2&i$tW)*?tT?UZqF&w|-2`lZXdDBI=>|B$b>i&kzX?~L%;aJjq zkI(O`X&ax~iC=5zL{aiQ0PQVgnxNkM z_1?)#(FZ>d!lhlXKhgEC@WcA}_c%%47b&v3B6(nYkUn?Xf3ekN;y`wR=!At^F(bPm zWOv5#k`W^+m%w*sEzFCjJP$$5?#`o6g3~dc1NF&5}`J6&$aC-)K6{)&7lY z>I8}GU7zfr8-2PDTPnG-3^8%ZJO>}in-}_YEA4VO^|#~M5hi)XlX-ctv+ubg z8EKN?`f#}1L$)Wxr9b)0z0P+g<&)4o4aV6&eY#lMQ#?3H#C^$FA>R8f`~Co<@z5FQ z`qFfmN1Nnjc?Dljp;fZ_9*FZjv8bCm-eQ?itgwbf@8AWC^=p%{wkZF)nPgXxr?Tr7 zLwNwsKF(_2!gv9Uhm-gwOYt*lC^v$zd4AuXOTJC@AB>=Z z8Cn*`8g-S(USv07)*E8U*IMg~+go`;V>J$QHhCaU;E8=`pK<0CT8!7~ZF;VZY!4vW z4RFY+$Sq>vnrg6Wf383;**c+JasQ2XAk(CkH5_vTOH&&E#a5<@wFdFmR*61!+(GL&urnA zj@5(8J+53v*VAd#h`*eJGlS^x7kp0Fasz$d*HG^Z?Yvt#lMSxZ`n9}wB&%P*YA2EM z5uD9j{?lABiOl18#x(wt=U1;{OF7)gI+gWCIGLN49e0=0YB$?XaO6O?OykSvYTJdpWj6 zt?}RNgjkNQ=kvn7**)`sHfuMTxzBZGDE;3QA#dP&eONQ&_E)rBk^UvI;wx5qiL@p0 zD{K9)V)HTn7a_%9JboNDd$3m4suvTlZih?uLVbYeXP=7KMbG2-^jaQy0+wXHRb~e? z!H0d>ZZyUvXUK=V?^-eDNjRP*N`537S1t4cwXh-YAji8RcV)Bn75!<_AJ-2R!55P} z>&1WZzp>+;pc8N2?O0P_UpW}UZ%z;Ait8X)x?49g*{if>@{-;6ncnD*~Mub zOFe;)|G;}K8?D2_B2cSAx9<4-IyUEh!*l%jSG+u1PgS12)9~a1J^uf5i+lsgy|j=_ zKG|P#B!2beH6!#zo78%atMiWee$gnaX4|Xr6<3dh!OxHw4yTVuJ_Saj$eQ`{eaYJo zGB@#rWHnns>SVP2*58iWOa8&Ja^% z0$1VU1(>;%E_p6ITMgx)bSBA?apesWWiNK=tKV-X<{dzj>*+Ow#TJMqFZz2R4h@3Y zi?FRj_ET9b@6xjF>p2LNrA2n^&OSLW^2%g(TvEU``%q>FrexvyfehWWJ_0K@IX;aC z+zb05xVyzwvoS4uc2C#xmp)(P=rqwFSsA}j+eOAB-}08M#k~##N9j-2Yq2Q**uZa} zaei;|kHM13J@Klvz9j3ZhHF1Lv}=+q8Ds8*+!*$nPLs^Q?Mto?G4wMs zUgJpeiJuFd7BJ1OXm4P_RCs?xqbhpMWb(dNxnwurtOtFUeA(GM>xtIFq^i27X!A;O zW}}wxpiNtmr6_D(;maRD^#LP=tYFF9ziV-`1V(3{?jc(KS`?fQm5Pr2rngF7>sk<6 zN76slRiFL?)%>Fp!!h-Ek*o(i`->wZ#PQm=`k9s*k>_I4p9Jsh!*qfxGS;5pTXChD z=@+xsZYO(AR%SOz+OcsnWxHtQ4D}2Zjc&!^d+;YKhWGJpE1ON`UB|#Tvn5y2_Au7V zJ`eXmwxnpXORFO>a}X`FD^pE+Jjq}75{*w~u{`Z9ht>b7FIlOF(BT@fm;bwk&iGLGmkvxj$tNl&VC#Qa9=u8p=`-#M>SiLh0@(gl;x_gO1YazIf9kT;- zF@KX^CA(@R59|cd{B(U)W?j8b)7-xw?fk=#xQxGifq6|?>3xxBDlAXMpk}lgMDIu0 zaVV}ObN|nzJ&Cp26i~_@gC}A|cWt*J-CFG&r1Ws@90Bj$ESWidKhY-HnvU~7Pm~gG zk~?=lCH}_m?1zwfnp1f252X3Z=kjED4YST-_a;z(SH0b6HHJ=kyV_L*xqX3G-XOqGcMNm zF1lZ6MtFk+2hlkB=(D=6Hx2iSB@5s`PG5JrwvfJl#;e0vAS-DG)9Mhj(vM)-=-w_)Ka8_&Xg`nDw`h^|YfoX|0U}!R#Lg9)7U0Cm z`Z!rn=W6*eYfd9Yb}lwBldaUMqET-%A1sAMUlyIjJBw&>i@D=TJpWtl%hUKLU7K%r zZ;J?-Cp$y;W^HSbYBsbl(nmkD*FWZuUod5kxH^SwFB|7>de0;CgIZ@r_!QBu7;gN9 zhlys*^pOezb0FVQKZ9^;i{p2YVWp#|u)~2+nkRm|O~xz4l%??ejo!P+)0%IN!>Ws2 znYG~6$#E}x)W)y{ELf3eU&mG>Xz?3gPECjJ%p%EM+X0(8xaLpoDinBn2^gPe+`l2R zk~JSQ;wXI23Zbk8n9MdU^mCQJTZu2<=;aRRAEf0iBIMEZodET(#jj)su7%%IUGqHM zcfsdZu`Ly7XY#uXMWXD4yaKi#V@>XwH<;sU&}Am;CIjocu6~O?Rm6<;BETO;SVFcI zbV{{?Qg}APe0Q+^#GdNnuzv%P=?>GjVlFi~1a%Gp-LcC4h z$m{~#0NY(yQKf)u!yUbVEav6hNQ$ws}y9o7rRzYX%qgOfE$RcYG9efMLyFwIX^ zRwr}j9juz1-S1)8#iS~SH{02*KZ&vy@)SCqAcCzS`_T}~PPeA~r!o#VhuKj6akR0f z&@9@oq{>3 zlyC*@%hK<5*S)RnNq+ty^3{On0vou&HMPreOf+_ zi_@@r0(mC6`YpN+ac&btj=|*Q1-%a^^Zc@zs}IED_2TQBJSmwu2KdGxm|7|qK=~7zrmpEPb!Ff zO>iaadsb_i+VuGjeLlY*M(f66%1$=Oj^^nF@g>i`3K?k=M&G2>C|5Tth|#GAy_RO{ zjMEgCPR6DY*f2+{No;hZp4vb=Z+TZkHhVQU!TJEl)|j)7(jt5CvIq5WR^OjBCz5po zPG(L%fv?wR*M_1{dQNuCZ^X&GV_Zp=iy-n54rW!xK-_;0Z}xL8l^3!jsW*g&;cPF~ z`VpEFdHEnwrHQ_$^WGlLjip0jvL8>6TgAB#+2SbHTP}_zx9@}gN)Fo-ap6|S&u7O8 zydo>(kB8G}^Ie{$94MwH-}z+HOx5Nty}V4fF3!EEhkaNzZ#{SG<2;xTb3U2zuf*L2 zbWdfWRBio{r>FYDQMAv_#J7CodXjc$)3>kD^KN7_>kMPFbHs)($=O9e`_n0F>T0__ zZ&LSx^=4x=V23;l9*HTJVOQ#L7In8$T2$%EE;XT(`Xrs_;H2kj+r5ihz`pS2*`7>;k48waWFYrF424T@1D#KOAD;hm^7c#bb;}1hQk@WA(?{O(qW>{ z3t@dZpS#{@efirMBiv8oywT3;kyQL!ssD-M{MU}H;^UWK@pjBkw!KC0NF{}_(0vq= z@A>@~iQDj;<@y|lDakLNbs#g~b&k=pOXNhcC|Q^myJiP&Z{gFmocmS8yojDxn|G(u z{XF*DuIJ1o%OIFF7|UUElv(&2m`vg$FPaxh&}fcmwV>eVY8IZy;>lj~t~1$#xt0Il zW9)}{Ch2U~>)0I1@!cXEvc0=FEc1y9W zlX#Z(P;Wu+K0V~QP@Bsh za5Y3Aq&hYV8>|jHs8(;7S}Jw+U)N>6x08q?Iu@eckHLo8KQOWzLWc5rT$Xs z=N_%@r`5lDY^d++v?)X17e&hKtz9m{RfTXWGiIGpsxoI!Us18;7)YN+*1qIB2}^UY zxe+It_^C?Li?KdcUl#d4I;6tgEc&d)rvvdXPjr$CClw&GqwYM6x&c4>vF|I;PejUI z;=HZO%E`xIG|DrC$&l(p?n^P_6+Qk0t0E-H96FLln^|Qxom1_!xd@SGUk&wHSC7re zn>tKcTe6LO!$r^^A@-aImb?|q=zka-d$Q3L`XBB2z*>=b4W2B;r{hTbIyslJ?-;13 za#Hrt7S`WoTY=Cfi}6 z*45Dbiv_a|>?x7wQt|13mM@JDEqPf>apHXAWryEM(Ee8Z-O0k=lJINi^WLIAj-TUf zcG+j8$)jfdUcL!!rR}#EcCmOe)BRs^Pqf3gFC4j0KTAZ7Yw5NU4w(gx=7D*p)f8@X z*x@>$-;G6 z^9cS?1J9Pz;#d)7;)mUejlmHVH(!>p&(2UtCg zJvYKAPaXFfr8jQ=DL$M+zTbFq?z;|!z*nqX4-g!fJv(A2G(MB+m}p zH?)4o+2f#;XAb4H$*$@5$d|<6N0t0`Cs*vmJn%%6}S7Gd@Ae3&T1+ku73lUvcos~@LzM}Mp}O0Y!|vG*5`ZmzOeh8KCjZg z8!b}NyO+4@oW<`BvHkjyJSk}Ei z4)J@8ns1m{AD0>IK$2buoh6RG&EB=}@eAB*;QCj2VmB6O#@o8E=YC>Y&4T%AJpaAf z_mzD~&<)~Ov++|bHIgRDx{#-oKZp}2V3=A~J=eKTp2eK%SBzSmEKfbHVIGdXYRw_`L#|j^yq=_hDbN%|^5K9W=aL?A%7Du4agu?0k>ee*pc*k>^pp?c)8ZMUuKA z=a8)?%U&wVoWd)U*DGBA49+LjGU3cF7G-rXA;9CY8-+}%_a+iif zn}R$2d*E@H@wOD$Y!OTRNTPwP{{nj^pVUqoo~~6^(RC4Zw(*&)uIfc z2boh+3#+wpN78IRQQ%^D9S+r2yfSljclfr0RA*Ndg7_F*$y?TBDlWuMOUPcC57qD~ zI}OTV<~UOIrTNQx8A6Uc{kRd2JCk?`Mt<(jF?l7ciScLhtySdOmyMI1;x#A?Cfl1V z{VqN8F0MT`WZ&a6jUGT#D**Q;4O|_4}o_a9nGR|v&=J?nJ1Dz z8YOknz9->)daS~gSpJoQ*=MvE*@CPs#qij!IxaSKwgc_o(|7U&O=6?GkN=V#*TeS= zedqr9EqydFa~#P}pToH0wVKZ3l4EWw9jo%H;qdJS)erT5jkepNH3@rO(8ppu3}D+E zjB+rE3u9q(R!Q!jM9~fWxhwl+ruhm&(;-|Fx+PgRwW&)wn))Hdjhy;V)5x6cc8$!Q z^ThWzjhi~~3t^MW%R8Ly35TO$m|YK#^PYz6(F}XC`YJVany^}SjpaFAak#F*jB;>3 zLEEJ)Fa$%hhISav9LvsG&zq&kx#!fTt z0W6Ujzqh`!`XhPYvxBt=q~1@mX@7Dqg60sjM{}{PopX0!$iB2+ z#I{xRpNyHwmY4ct**l#bT=%kBGHn#4ZDnUCkos}F=+DwqF#K(E-a!7BESqs>kbu->;{PHT-?SOo0O0_0MA$I-{vZ+YtOzWsk2>p_lIO@L8~gX zn@pGMX#F*f#*zPX)_K4v2bpUQ6Ag~l#{)F%sNWmd_+4#xiHDVpvJh{E@w|1scCQ|a z>+w;Ro8`LMbSy4Dl-IJA{!*v=X0|;9XOacva{Rdy-hbiDp|mVUrds+>R=577OWyn1 z?ntsLvl9%GQJ}YxcH-rmu>M)=D|t*&zL~WH*-8A3e*b3U7W}p$E7rxu+sRPW2op$> zsNC16KViTGEc#sR?oPhcmVE}Qt8wOF_AXKIU16AcH}6Cb<-Pl|&t}%!VTL=DKkcXI zX1*OIhe-1RkIcK=)R1b)-V5mQB%TlVX*E3W#)*6{OupD^JR$2Nld~nY?X&xMC~r!& ztDngBlo5JkUL#Bxs9p9yor!xBNjVXtvtD}@hTRX zB4Q=)OxDj-HG8cW^JeqzRZ#kvCgqJ8jT$&UAK&}2N)a*fCAd5#)}+2*a$clPNDXcN zmw9C)@9&ApH<9pD*nB6xTuPf;v3d&xZ`Q|i?7hdB)qPIZ>x-dSA8!}Xb{sor=VoT; z6=v5uq&W-@70oY&*|N9m+d`(Et6ziWb{2hA+w8n(0n7Sq^F0=P=m!QfTYYEo z@_yqcL(dIj_$+!}fPrPP>toSPj&r4ytoC6y(WtO%!6w9RL!-2 z871pq4u;5lc+Z9M#W4TKD4nqBbz{7Wbw6wSO+lRQMY~zNWM08N`WNuHgbh*yr86eH zZ-fE(eXoA|X;Hf%CRZhSKQ_D;1~;?c5k4hjPI7@h<(g6K`L~vDu;OU?R)R`aJm!hY z23KU=-bm7)MvrAQ8_N=-ptnD6{^s~E=CVTgn>*Hu@NI1Tj>hOOlHblhk`>}Xc1)e= zikNteSdqDZu~?Bxo9p;%9b6b^#%X|AU*k*Gq5lQj$>M#gM()I__r!~(JnMR+ZzR=X zeAvtS`;$01&rZg^Z3Qz|AwKqkJDk>daEY<=H1t$#K3JPw{AU{t#<15keY7-x{G-(u zX6DW8Jd;;mg$d{4Hf>0^ z({)2dmI?Yyb%7g=u@pK*cvz|{HFdVISl*bH`G#0lJZa-ovQWN=q1EBll2^=u-od!N zPE>E`n#{O)OS@8^r_(Bx?>^FF-ZO{3ReACT_WM$cWCndw56%65J(SMoSKp9#q1Zf`*0W)DJWKWE zi)-0tioZT^@350zo8kJK*u4gNd8b(0H4E6do4E2HZ7X9@)+?=r>s;+p$`Gowh7WiWi{LbpCFMK{y z|BtZ9V>G=Vo7zLQA_iBWW!8MA!q@<^C+q7%o;r~>&yq0`A8gz^>DW~KY6!tDxiw-~+0=p$Kvdh*Irn02_w^il!CliB88+BAn$3q7>M z{Nq{TUoqe_tn5p(^xx53-xhzjz~>4)_yn6PiN=dr;V%|>$N0@KI;#c$)zcOnJQ)uv z!S!bt4#LXhpWMzDy701_@I3o{O7ZOrSn5Kv)5dvtm``V zw#bzC^A%a?9-}s6z3<7e3kR}_^GP<$yW6*MsEWA05MDpf>1x<5cFotU+}pT^LVbe% zi($@iqufc}WR~o!m-=k|5lOO3aHv_bCv;vEKP!^_KT^Iym&Vx9hd;gH`YW($I31h9 zGIurI$hd}OvI6v8zVKOS-@S?cTc zL)~z& z8$auKcewrJ>QrMWu2ryJg`0;!WHzg>r_BRo{Mo;EjlBoY+hJNu{XPYsCFC4zgz7L` z$>Mumc{FxhgC}#@><(Ig3Y9N$>L<3ohTXQ|;h%hLqkqY=_$xGu`a5~JlZ|{U$$!O( z8_0Hsxc&jnW@7JuWJ?9jL&W1$==uVFU$A&>_@>5Be{r}RxwB8Gv18SZ)D$ODN8(aA z^&@u$wqB^WvqjeIeCbNcE42Pol$!^GB5bhQ2y=~=-A6x=q=}f2oT16zFqceO5&w%L zy|mjvqy1=>m6BbJ@sw6&wQES$f!Mst71i+OWqS0`GOK56vCR^mbp>|k?Nm?y_uhtYO^qzGf$y46XTyTb~8nMY~BFk^itY?!~ zp;{RtSvh|*oDN~-*RZ&m*t7swO5@cp?ySb(RU_9V>-L}GU8*K+)o%$%79mkN{+&#V z2SKeEJCEYeQ}DTss5Ara?-;Q%{~f?m6R`0PvLqAOHqq}9cF1bBWX|}VRHyp?U3R+} z7hiU6CZsYq9Sx;#_0*T=XLb1jBGJ8kIkjbKiV3^5PtBz}VL22Z`mxzn;^Z|j+sN{_ z(`pK7^Ze`=tiQ~^tP8q`7oLk#HORQH@0}%i_(xcfycEgp_X{mL^3@60+Z=v*%bK|{ z^#)o&@LYa>41~VYU%p+Ig~Zp!&a=;Y@cfs*zJg_0yEKdbwPBm@3mx!1S&F)n?itq> zfpzN6)}hBRHawUP`_rxxbUuM>>Quk#|8KGWZt*&MPp*XO6t>A8pTRhPH4C2R@6=pd zN8*3j>uj9Ps+>Fry`4T6k}%K4j$x_KSTj}aim>37F!+R?sj0gbrw8ikIir8e9=%|^ z3056(auL4@vr;GJa^q)Z!6*7kZuV3=u4n9K*pofev&dVNow6FZG;|L$&gT%l-d$3A zDBnZJ66EUZQ*~M;lSM7)y$1OrBKJ};w;!*2olZNjrvkL<_`4N!@^)z`{XWn>JKr+r zo=Jz|q;BR@D*uiZM;4fElQpY3t&-m)E5F`=Y$~t*sL#P{miiB^MSwx@DZ{$c#n(14 z?gP;h#@j05_BKns2+=~KLuBj0{+GjQHD4?b@dw>=bv6t1!{j_O|DBHAMZrA5eHo5J z$+sI?_1X4R^5=cj2wr*;c{^i#Z@-sd(Sb0@KHIgJIfRdl5mC!H*3R5e6JL`1b0$mV z8A$Z(L6`TjEE%1y5EoO~G1Z2%o-+9uOVIjzy}SbLEwI0t4pYRyQEZx(Hfv~fC4O{Z zhq|yxF4IBA+l_6b96Qjc!$~;?3Qv&b1AI+hiL;FHCR;yZmYbrNqM~K;Ij5q<^Ym{3 zpILZT36E~#H-FQomezms=XarV3MMY4>8I>_8M{A6+7c|E9VV%(lM21d;hgN<*(LKf z--wsbg!d#C+|D1f_OF={vmPhk`hVspH?Yo~&|Y9}%(I+fkoqQCL9{gem$`7J=h(X|QfUWU&H?iKgJ+zD7z zj}IpLWW7xd<7GA1Iq>Tzrd^1alZ`eM!u^cCk%z3q@>Kjj8-_!nTpgEcm`m!4Houa+ zf|;n7zvqyzHHNOk+*SG*jX8(0(f%ZO2G3Xee3z?sv++c;ax!j|rcKtp=AHRMe?P&G zlhfl(82_Np!^!^_&rJTzC3tv)?=A<3-Q7gkWLsOuqRSw$L)#_T{}&s!qFwTtY|_&v z{+YFCm-ybj73Y@o-GgD4eaP=)MkVKKL9Z_9lUew8c>hiIUkeb-p1n&Q&(oAbaK4(o zvrD+T<5>fp_W&RA-UfWEHXmpvij-x)oA4zo_luG%)fKusI+gV|vGF(>9_8EtnF>5@}KUZM;Y`*iP|MOn25oQd+s2kkNKf?b;;$#J%zUNCP z>gO7FW+#yG4{UnM_~Y5^TCI}XY`hutd%QgYw&(Ed7sxUc9!+7F8X#YbJ9S0NtZt}A zqvWaD#uj;w{}Ahx*6&$(&>QBR$(Hx&o%weuJ@0|Xq4X(6*6V3eR_~|srUwfmQE|4u zAN!xehwSJ+()bHpou|9W>ot~L^G$Le?AQRuHdz0W$nXr5PIKjH{HUp(A2fCvAJ@1;$l9g-V0Vq*PeS9k0^VlVYN~^krqwuCBp*RN zKdE1M84i4GCO!}b71-u8@$!8$S=Kw`InIM-l!;KR3ahN~YzvX$ddX^rtO^@I%AGJ9 zL)XWk+D25W%&#hv;96t;WA@&GRoR*OH1E%j#tM8rs|McY3%}_(&+kum519HNCHY}{ zvgCPA-sjbYPu7FpiN&d`nw99ULNK|;vxC1j*^|#?igqiEnVl|wvP-IjeMkS%{2))C zlC`KCNv4Sm$^O^ISffRStliA}(BxC82K{<$n{iWV=uM;EO4Hlf|8Sg0WyVgJ)lU4Z ziND9usU_c;%pr?wV~e%)%iHKYyZOlRZUtlIU2m#i+@=4!9RJzxg>04T2FuLC$&RxVZa3<=6I^@I zBH1&hh@$f`VWQFNlc6`p-p;xo(RUr)zJqI1?W(&+DdNh!kr*ZlpGB{;jlEj5euWQ} zr}F@4^@R9#y_cu)hpfED2n)r}QSiuGiG!fClx(kwHdo>I5%jA<``jV6!1S3cnKfw3 zc-S;@cH{{=NdAe|HL#)~+0Mn|>|Or{7O4q05V8~4D)p_F(IFMQ!>>B}uc`l*u5Dw) z?3&3gn7ld4s=raLIUa|L(_ozbHu0uOaJ>X)hmbn^?stg;dB*Z6X;SO?X2?G3CwnuF z<&nuAFax`j;jKN({EYWK=x{n6f5qto;4m4pYlxNC8FjOxCy7Zj3#{_3F;ji@SN1%e zzb$0x4&pma(D&NrI9=3R$)c>(z3-L2+w#w=4D;)Tf-S?-%42a(?ekF_M zb>jOfx_wQGS^i!~!tGjhaHNzG|D@AoUYuQ5{lvhp*k&UX%k!Wn5PXRqf5P?=vq7qf z?ZBG~?0JWyPm*MXUOGc9QLC(2FqU?6oq3dv{-g0S(ID%#@;*Njp2IiW>bVkj6?0FP zccRyk?`0DI>e^U&u-ULGRNLWIGAp*g^7nXTP3=#|jN0_?iRmpw_B<8Yqx~DWRh>@P zvt%-2t;#GSDT}1W5^HeP>=6a z702h`LNc8EBX+gX+jf2A?&CK99@T1JF|HIjlOOs!I<&^&5ynmC)Y-=D0GaprT1|Y& z^S$cWIT8ko&6syP`Xd`G)#@pub|UvHc)k$kW!dvmEteW$ir@F+QL^tp1o2cdngiDp zXqG$)zhFo;vh;JV83fA0X9@X}gXVb=;ys^k^*yX3)@ASRXMF2wjNc_@*2atDMT=A~ zxP^7I8oDJe?#A}yJuZvSJ6Ze;IM&kYayiAwPmrLaQQss%OBU*k`v+gMA&c~Ra`v?NvDluW_BsyyW-@~w1yl395#D?GsO zZYYRw?~){S7y4rTDXu<2JiCNkGsV)}H6{|LYF=Yw)P~gIEcUc&txDu2s$s|_7IvMU_5qibTOydCma@Xu9{%&OA+$(ZWP zsf+z-!8|rhAB9AR#jMbUFI8ZzqM}njZOh{H6j*=AibZ+zrDU!S>&)9lF=&docbix` z6*ITccL2}1(&u&VIa6IKmA6)qu75!^$o;`FdVNN_RR6dKdUfE^m>q}Gb~?s35}CHU zBT44$cVM~K-=)|zYmT1P>nsS=a9@)Bk^2|iA6BNxD6F~O>@$()q`p!1yQSK5cYMm) z<%`*`8Jp*hB3wBf_wV9~E!g5zKO2qn6@PE3?bkGa77E+&ahiDXnz2e5cbj-K0RLu? zXrVYUpLQcL^J$1YO~1_re^q9y=?&>rFTIqElOZ^jf0f6s3S_&2OzqkCJ~}kOoU*R|kdGF}#AUGR z&*s(Lpa0;aM253m+n9!pp|;1>$)9w#K04|95_b5RmHs6C zZ#=W5BZ;Q>V|roM%oCs{BH<=~H>B;m*qD{RS$S3k*FM6SmOke_Rq}3M0r_i4^Q&3u zT{5)L^S`(?iRJDx!dFJUNR--2{>#MuF1`&7r9~%*eFDkuFnnL%i=3P3>~dHCjd^?7 zA=U8uJD1!pH^J^KtXW2e!}xh>c;x#}vT9bvwhwSP88)&5?tSBJ;X{+Ozl@aY`PwtC zs?6?7Fe`hYo9p#?wyb637x={qjt<7>vt04N>SF)ffxKHxKA<2fOrp=%;!JktkHwZe zz1!=`WO2&(#bga>4#{(%w-sBHgZoeRDQo`wO#g!&FASqR>pm0L-WBKHX0N;-U%_Ho z7u6O|c4ALI)?F(Sr7CpxwLeXZDI#WSC?98LF2b%YF>4wmm#{@O*7}P7_BK`@sQ#wS zT9$i))<H{>boO-Ejuc6XiZk8xpVe@Cp)sBfUlHw^ zvs)>#<4dt-IDGT;^f+?9?Z|wi=gIq*JY@ttT9a}lX_JHDD!os^rmQiUi*q&jP0%}q zrfZ<|v9`_Oo4cKnuK$UB@*XTtSz3uR<3-A!_|=~zUh2wZmYdHe$#s9N>(61MV{!F4 zeY~Pw=J&+Cj;=UdtWTETtd_bS(s_z8OtjjfbzeC36OXe3y^+Y1oJpxylW*v6YgtA# zNQJOufvKkT25lx4%ucOg6q#DE_5O~>dw0^TIJA=UYNF_y9D-Rn-yFV;MXxTTI-1?5 z(y0M1KEMjIAo_*5xD;IuE{G|guxBjZh~9U@pf1l(Cd{%}Hko#x|0xdpR9MP5*ZzC-jeTJ+nG4`dxd*8MjYl}fp~n|PGmG1(6?iS)PQWNCg89pj>k?FMW&Z2L7w5rb4U9_ompsF7@v-D?-X@;b z(|#sAW{N$((|L(L;_X)%_d@bs>_`_^%!5`-z3zaef7>eRU(=1iursUrEBp3cT+-(eD}kRx|E8w#u8n+)>nIkK_u>eyprrf7I-9 znrPk9v6mn?jdYiisyh}We|&b0=1JU#*q^-A(V+%BOL}UvnZ((@vd5i4BXYdYXPQGW zD?sxceY;pN2=|kl;U>7<>+C{NxUqhAm=zO6-+x&_}*l548-7enpEqfFaF^5B~3p^i%Un&Tv z;z44@9!Tyr-m&;}HGbu}U#?qb{8vd=hxICJaUDHB#NEt-t&BB;CKte_xJVwvzlGWi z*kzAFE4mKDz2t|PPWNQ4d>fX7Xi|d}hO@=%VojbdJ%|MhXg^4F{fs9Rhr`7^atwK!hqNuwrVL+yn|GAqD?_k&BKfmMXr-f7;qjtKT892p*!WfK z`VpUhboC9c8N@>IgjBXUAG_Ncxdgeo@{ncPROQ3BI5&hvcj~(_L`(4B*{(d%eAm_4 zimbCxU%OmAfNZyscNE4a_jle{w`ZxfnE00#o1ou~W*76fec(CP>~JRr{7kauczmq; zj9L)O>gnY5s-)+VqSPnO{K}8Jvd_bG%YAH~fTi|(PcgU7EY024)wud5 zv@6nQidfa3b-%#8Lrp9q;sdjHU?HT1%X1F`5Xwkm2?PloWUFy5f; zW$Zb?ERq$>sR5dG!IkjiQ5YSkmnL*-2&Ik29z%!g;qWrAyh%^Vlm0h7r_*s8xz59) z70}5Y&MubdOPl_9c?#~uMjCUk*(Y=38uGlP=Pj|Of0!|~)@EM<;Nz1-sNJufVn1Cli@nG(A3zS``%!`)P2{@lU&7y0xzeDpf8<{z`) zqwY}tWPvnMxwTTv#Pf&JzBAJsGwYa5uSb-^aLi#?Bst zWYO;=K9|6Naz;6VZrlBJzAIA0Z!t+qx^^P$Ryw+dCp?5JsUQ71i}Z)$_hi_gRLxkT z2p|53J}c?aoBw1+`v)UanPLPG3pti99E)Gc}m{;LNspQ#N+rF+Jq0JCntiw`0N%=Hn&(>EbTKtW-SrxLs&xboY$;^-%ulpYyzlTZQgx96-f3!G~)k^W>4I<2!T4#0Q=j3|9HQBNL8_PF!_DI%Cee9FS z@{D=teZIVjoE5Nd1#JG{yIJj>RawvBRAn~*mtN_GM`hKbjib8f@BGToFV{}eH* z5${gM{I^8>oAmS$8D_EW3brrq({yM|@K>z41YX&P|8&6}*z@9SNik+B*_Md_e~@Yu zJ+eA%IQ(v)MfObBgiLn5p9r&dV({1Oa0{QyQ|{76Y2~U^l&XoX4P9|G&93KhRmGL; zkvk8{o1HDnD$lxN3oG4=y;=QVQ?LC+q?cK+Hb47_eNusam%jJ$f2vYn=DIOhv=+BI znhjroRSj)BIGFaCRxK9iB7pSJ(`w3|+|@bqI>ws17xgcg#uka&@- z6UXzurevL|ua(Y@!Kjyw+JiTpNdD9#Dx;rj5K1NFqU@PD{3jB1Wvv@%HQoJWL#U27 z3#Aso|FX$FVyOpd->fTLQQy1FSw=l+b@odp?y}eRl=D( zr#`xXZ_{a%9i>M&`i*1Bz<387ALD}uiB(sL=vhJ4PLDU~|2#I$z0_W@;&FWrh59c3 zG!W}^|6Po(yWQjTaV8Zgw(0RLob3ad>U>}pyO$T2^CoAk5oTk~AuRuyQFnO$c~;XFE>~hrWtf%6tJGP{y8h$! zbRxNDV0mr*G&JtjWZ3TRGyAqb=a-XNqqA$)iQg~s%1tm#j;TMOpH$LO&XGBb@bK;$cn-}SWrfQ4@)L6~zp z)N^Oj+q|E3bXoCNM@-1u^|~Z^j_-BAubV}UR4e+E1`9|c;87MuVU>^zLI?B=dnp|Bmc^(tLfWXw7A&+Z?XFuVq;dd zov8QYXpjoc#UPo;a}yjkINJj=Zs%_+T-yf+f5n1SAU+$mS-sZIJXexb+x%aSjA!Cw zV+byB_0ja$2b=HLYZr1AGlQ-!@QR=4egTH$-tZ_|ea`x;=$Y@scVaIfP8aaTAwvrVMFfuv&tn^K96&D zh&zPjU&u4pQX*3|OgNRqKeA+58Xifm=`8s;P9zuOAJ{k-27^eR9Db+L_;$zd*J_$` zw~=8s58Q*7*TSO|f4W8dJ=fUZvGyK1q#|fFd`-T@I#^c2uG$_pz4&Z_7d3}2_t~Bpmk7FgFoEjM$v2G`OUZL-m*jotClQZL4 z@#lQLQ%DbI(Em^KW?K@!L&kPSo`W${v2eZ5CH0@xN8hpLe~`Kvdy-K%`Bx_BH+O@X zwI6|VclKOFm(f_9`?1s+%PO50{MA)tPX(E4*t;8VZYsv5#$HxNjl_vmPAv)j)Q7F) zeAXf+_s;`(GnXf(wrL|V)1ethTwGvIQ#Cu`e-Y?3T1|9h)>y!db~29@JUW8i!?sgnO|uBegfp4o4o?3f)f z_AvN#*4sxSa+aS24qdPuGDnzLEjIJy`aE%P9XJl zj%B6A4OV0jVsw$k9S#Wf>SIhv>B=sRh^i zIQFU|1Mx7qtq;Z4WNz<|@k_94jChgE=wt9Vwcb0jVEuxho5+b9-ePX+(=~O{% z_z53klV`L`CdB{k!T1B-Wz3xKLFiyJz_0X}?62)?J(3Km;L{j0vqEvWs5KgwJCLff zGkaM*YflfS_0eL{v!w6Ce`d00s{Q79>Mf+LtB)qwT9(c35k+chn{W60g!jESb#D~RVeD<&Hqrc*OAem}+i~7lwbDt5Wl6j6fDz!^j zL7;(%u!^MXAe%L8Ghm;Y>twu`VXRM#u~9tQ$-|PZ@hJAb4kLD9Z&PS>B>ikhs$*4F zjE;h9-W#O;^cP~!zfk$k9FyAO$ud!u6&iP`#R+&mmI|3La=oG-*D z-(>IPhkKJ|#}q`b@AZD9i1-;z${T$Re3wGJ8X0b7zxi~?+uM&Zqc)#Q`#kO@Eo5vXgL-dFBzvZ%V%YN5&HLm z$&;A$KKYVSU<_TdN@Or=-4DrY*=;tCTu!&c@xL6z4{}xVJ3g(qYee&|eBfNMHQ9sj z_E$N_OR;Bj$L3?_*Q}LnfserDeo{OJ<25k(Q9qmc#Iv;CB7*OP(D|-P<(6ceN!_6j z^!B@`a5;^eW6KX@TVdpty!2PmYa#!+fyDiB;Cnv#ITUJR-0%E(GHgrItN}URfpqdM z%n@;uC99Y?F_@oU3B$a{I|iQL`FE&R$-ww0i}s+=ex$#FEf3eSFqZrajrv+Wi7UU8 zc{29brO8+$=id87ZC>Irqe=O(Rg|J8pL@ zE0j{rW;V^PBt!N>W$$U8f(|9sRlIC8{lCTJbICq|zI|ZzrnXrXJC03n!uM2xT*YQ> zNZf#ZFTwd)&OKo!OD?-)1nVZQ93>(gY1Abm(M`^c_y3u&&Rs+~^1i@gd5)c|WjnEc zg(C<0{Rl*>LE}ZqxiUbZjYWybaa6 z@##1{#?MlX=h%XH^IQQRQ|odnc~Zrr9?6Hh?iBxa@|BmMR0!UO@$uZ(9WNT?iQE~O zKLzrwp_3YUzwp8AGw8#HWuWv9Ot*?i$@rKR&bx6d&lmo4{$6q{5}E&E)n75-VB_Zv zdsZ6F)jE5cHt?!$I38a-m-O3kZUc>vb^TFL&8nxDA>0=NsUMVYad*ODq$Ayo@{ox7 zD6SSG*Z;oXm&2b_AUM-q`mH>-7!BVw`_y2|^YmF#Ps!uj4#xk|=teqZSII;C;aY9a z_3u8jLl5kFfGyvpNA}nq4Y{9;-;DhWX|syuvy%P`eszw1_lIV71XaPlZ%B|#RjC(} zcV8pfaX4I#W&Kn@JR3*vgH#)y{IGGe=X$OlmeBB7$IipAr)YGBNPQ~}FNRrirnSVy zea#zFNw8Rq_?F)#Cq*G1GYv{R^}AUdxEQa_W3xkeRT<|hL%j-1_VqcuD5TeIKF5br z33L>%dCIx0K6%NgwVX-j^X~YZYL+9!wEkxG!ZiKL)#Y*hI#L%STO`Z7kg^RW>KA-@yvTPZc7Gx|&STTzVq1Slj=|l0&$z_@`4(E37Rmjv#@yUTk7M{? zO`NLh|GCa43u>|!okWh2q-bak8X{-p9ELIC@Um8>AQ+iN5W^AXp(o0 z$%oX1zZT(f+t?%7Ymz_hdJ*moXeFQCf!dyixrr?OApQ@G&Ley3(PiCbAuUR z#G@WC_>mmR!u}bl^DMR%^xh^_>bZ>6&(Cyi^=llXn1S!)B!pTZiqvj3NGO>DWy@7FQ+5Zrqmc9)U2jM*Z&DZeD? zDY(!Sa?`PFzRx$1Z3`)7i;VKrHcH%KtTxGluC?_i!fcbmw(j?FjY z(`qEcYNx8q#L1V_9im zgHKF_R%)ho!mRov?GM!p{hhm-DY%{Wu6cu-TqA|_bS4kDRS)B#myCzedYqYlU(#d+ z_@g*;gvgTJ4deAQ6^2Ezxi?!)fkM{g9_{XBD6VxhQXiU)cD@$vzvEdak}+%gP9%GM zvQ*Nl3d?nH{qy|yB%iC{XzW>(ol0w26AuSzyO;N89b(qLr9#+i{Nf-erw+rFSai46 zkF#NUvF|K)*h|t)XrY&y$jOxt_7UBgOa5ttD$`w$4+_ z3K-CvxBNf|ZpWsX8#KG9U(7)Lt+FhdV2tNNQ#$HB~+>^~R+Ql@;isgUB z#9c=2Bc6YV!KsdQyL;eP*mxGnrqSkj@@Hm!4Fmf@d54}y(6tJle(9Ri#HK^cm<>ev zr*Z2X()4D92|VFuY&go;$tbX!ZhP43e0NXNctmQ#>HVNn=7MXuBIl@;p4VR0=c)^%0Z4%Q-Vo~`{S@~nhfZ0WH&=KvEv^1NYBu=2g#q%b0fGW zx8hXT_oCqSH#uSl!Rr_8y2Io^b zC+K#g$TNm6V=?thk>*O)c$jD8yK(Mc2fAx%WG-9)qb~Zbhuf)9^&m~MU!We`@74Q5 zt~ml5QXTOZSJi?`avJS5YcwOnz1Wg9okQt&HqNDH>_sq{O|v=dwt%(s6uk_~9*IXk zv(P2Da|SNeH}*+9U?Kmy9m2nnb+0(|hw(3`#moNgiiKrF<2UfA7iN#9%`iF-*Y5*b zF2(U{$+Dg7$?bWg&uwWwiB&FvUNf>TGMJlUZgH z32INVgZoUNd$-maAa~OJ1|9vFRFD4&yIZ!S5fVUWQAbi!<3X zS(3iTV|8O3y%tvQlka`(c#`bNCG@oxe`(PUs#A?uP9!a)m*bp$8f$KJq!k^rnqjVA2e@F7B=0_?{^w2K%h!5b(a-XZ?dU4t;;hER-$wGAb3<_l-&|JK`UVpE%>&ODV z^Cr1J^p}t$Sy+egh<#z#Lh>_9PQV_T5Yr@t$Sb-*Gfmq>`O^p1vO=)w%ksCl;jg&n>u=wb#vQJWjg` zuDz3VMZ~Fk?3(;s$ugr<)%R_%PG!oGy#EbH^7ipG zyxJflu4L8I3TCZT&&s;Jx7e=;%O&$k*82=6+aV%QY6Q1{RdUr#qWvpI{e!n`*Wbg= zzE7vwI5Qr4U$NsztX;v@*@?B8H-~}GL1rbdYN+qy*zRQQTbteM8Lt@6AI}0)jWULx zrT*g{I;JjXaZ=sH0?GW5>Y3N@mNC9B?B%grMCSuormOz8VO=|)x4ZsUTu7~*sn|b* zUGDR<%xpUyZ)dVg?w~5N;2$`acTL^tQx9%q*|#2l`h|`cW6#laKgNhzA3YhGZ}|Tr zN5|@6u4wr$ZIhGsSvFhYQw44EW;WG?ieq%DOXV$Y7uM_LU+y}yXStqh@6p3L(c~)p zDa)g;bap>n+afZqAny@)wuet=ugM;LCw>&y?s|S!-7M6B9B=9?Zzr;!xF$3|@%M1- z$)2fX4M=VEr68%m0tMrp~DtT}6F#LaJ;~$}M0_z+@;^YB&f<1rJ z>%HvsI8AdmbTX8SJD(MIJ;a%Z%>ws0UXC47Rd)f5Q-SskJ?8C4_Vlgc6H{1ouvpVw zKf`gSHQjd@dohmmWQXjeu1bq%$@&?s3PWiX+*iV2Ii~+4($#}r)(@>FP2TAKWXyGt zy2ZGElO%6fkD@bfx{~BnNIr?PHGMjfB~D7xH-0~}KofTF%5Kx?Jk>R+zPJ`DB{6(5 zeq}{wc0gvO-nA^5HMPsJdNC}sin=hqCpUH8H6{RCi$=CW4GhRUgz&M zx7_ZottX@_v)pJLI)^S}ptl4gHuH=IB2_ZO?8h#*ie^>G)q}RvJPNvwk}`<~{S3`0_Pe4q@9=6dQ}>c@{AkYk#EU7i4b) z!-MFab#N!L?F1S%)w(;JQ*|Wsa$7TPOANT$xXF}SQY`*~hR@@9LtJZ5#|CV*P+aK^ z>r_G>hNFj)e4&1~@W!*)>kfVWN$>2stj?D<;Kt$DoBN4}_}z^p`GI`vao`y7eRcs? zvL5*)t@GS+7$i!Gk9l^uf#j)T(+QVe$Au04)#5QN#hzn*u8Uu18ubkf%`WLp?xeCW zYdD6KH%^|LE;2{o@0yL+eFKi(3&VDFejc8=>wVCeo7t%{O%8-YS=PFabtdV*vKitn z+&zUqob37oNOCthlf%CT%lD?!7I7gtbPF5n8va>cj3@@bW8qew#@U&_mt9->Nj2*1 zRKJK!Gs*lsPPfJ!^F#Gp$*AR^d;uPw>gZ0k>yF!}(xV1syBn*Y z5wrfe39UXS!y}km9r}4neWrff((gHaY^F<3*IlL8>h8LabZ$CLlVSEth@B+*rf$&f zut{akS7_812qc6J3BQkQBqT<&I_Q;e}1qvql1FUGptH{q;-PKDyP zG4vERX-dQFcG*w+VXXKTT}HCW2L7H(G`(n&H`4#=Clz(tnQeNCYM+`vzlPZ>Y<<2@ z&qMOO+TrX)j&+lo0jY7elmUDb-bbIoF`LVp_5fi z_nX68k$8xHdO)rSj(5^Bb!S`q7V{C#EWnN2QMNYnRcv=1)+Mjh#~A%6tS4g4pBUMm z&#hyx`J(N6;?rTgBRg)gRv2S77>@H)`%df0srlOlZgD-m?M+3{CVFEc?YBUE=) zBX&x?xQc#S@tM@w`3^35B7Ylc7Vv{#NbsfT)mZy`NLdb6@3<<@Q$F^cbhe|ZdC~`N z6`+}Q*Lgqu13O$V0uFM;x%{CUO*11sj)%#=b+Uh};rpP7*0BJkbx=>8y7@*+6_%9+ zcSOmKI>YA&`Nv)S_{hd~gVALP0mb1~$iE zu5|}lTQ8N_eisebV|E>Ko(jc01KNe7;~@VQy+`nnBT4@hsZ%}gXRK@KbMix<%`!dd z__I&R*18h&vgiIVv)5n7$r|5l@M07 zddaTBO1L!7=oLl5X5<>;`W86XjBiyZ*{Q5?u+cxqhORhKm3Awka4x-4!Rr$L4<&W7 zCw@etyuX?Pr^g-J0_QJ`TZs)WB3m;3|A&M1wQP)c*$wp`9#=DCtTpBmy8qS z`4E;`%3GE}@;akVBV98(+{;R9`Tcvw>a3rttaufS=9^JIb;T_Ac6rX-MXYJVmWRV& zE^Gft>JIp~1ZtI>FAK-ItbP?)vz~4o%>IJp4v{OB`euqdZH<-pPsvqKm^MY}`ynY8 z;bq=CUP+_8C3y=|FXUtG;CCCD)|0N0*mxHo{DY@AGQvmv@L+PDj}edHRPto?bY?uw z_Rx9_R-YsC|ETSFSN&4prJeNq6%8(;)A!gg-5lMJ|Bc73tPOpJpL~nKM?zyIj!e?e zK-PNESa}k9h52DC|2oM=QKK2?A!?9W3jDJ zdn(jEWS{wB@gRLZhLb1rrZ^Ulh>GT_! zZp5Nmu1M{&>3%*jN?FXw+nfEcG4*vCJF*@M$zIfxHfM;!KjZ0H1yY`1+>dB>2HtEE zEshl_X7aC8j+!kF{DD2=pthWzKf!qxDW8Q(-nsnDMsGpkX}H#aWA4GHI`fODKHst0 zIG7s7;~;&bQF`g~96DajHk+XKtSFn=Z>Q*a8zwxACCS2d307r?XBEr}%eK>}H7v`M z?k_gWd*I@Dbvee(W5Hy&>fom&Oxi;B6H;#y;gePMVYYpNok}=Mg>k9C zI!|AxK=^m44-#|t!O6nLzZCANr??ar{q^^|UK_FVf$Ut2JjpSV=Mi7H`b!p_>93yR z!=a)=_Bi%nj~)=a(Fj>{*OFJIW@Be~w1r%<#UG~ULgv|?Mm~u=sX4WWJ&Uv0HMCv> z!DPVc;ruPy6@|}n@Hz$`R%m~R&kMx4>-0CoJXZxr^Hw7j+D@g(b3FD^I$fq+>LJbH zVP_Ti^&{q!tYQ6MZQjqcO6Ht_tndr=>=GHTgw*l$U4!fULi{PdoqBB9n|w2Cr25`; z$Zv)5T(-(e=R)vmf@h!TJvD{9xONFoZoxCMhj=a-yYjsfxO_QzE@0h#e5;(r+Nl>m z$$i>rcCKb#NiNfGooU7v=aVe&jt@3Q`WnJt&V%$M^Iat|s0X_@_UTGiN)@>Y+Lj<& zD&Zto=#dy&wSb*%uqJz%4%B1vX5B=h#pasj+T|_6$@*=nmrLMKUW{GM&vx>}gA1bC zF|K(9hpNElbDCCQ#jN6b5zZ6Y<1$+0u6hSeQyn&$fQI|VQlDf^*rg9{r@BoqKJXul z-p8l1Yc_QjK7mhi_a_(RQP_}gO#{snFVkUOfv=<%RxPN0hGkpzyHT9)s$E$KzlGI( zT;GcAo71Wd#g}V5qG1>R9PJ7O8aySMkmMRxfsv{=LfLy zaxD15EPV%EpTddk$$ASm2V%oVtWuHI$rG8~KWCFV6$LLK#SK1v>AFqEdy#!QvEeuv zSEF$i_T2{MhcNOlF=r|r>f?U}ZR)afH7y>*=7reafJ7hZJ^RQTh(w99n|R|h{IVA8 z@_ubS20u^ZvmHrg=j^39+rN9wX)nSf)g`LBW5_Dgvb^$L@%eH(-b2R@{3hRKoBO*d z5AOwyMXr0Fehv8ehh$CFoFC!13{NNftDDyOW}4@bm3Zh1%y@`T>}HL!P&(f@d2{mu zS+ZjB1o9<=U`CU*k7m&t0^e%vaBY{jtz}7;h)}`G^#`vt5C+_wk7%NT1bfvtTri z{C|pY7vWf{m7YPO|LA(X{`1uEV^=2+(0|yT3=^;UD?2x@!HHG0xzY8-Xj`3B@r@gd zpA~`K`C97872^NDk^Faz$X=s7&3;29E&<{8SfAaS=dftrjDJVV=R}u}$)Cz^kFrV$ z%vgeLgSC2_4!;#}>IdGk*HxonGY+0(@IUn$-!tZ;aL<$Js(MMrhjy;3ex?o*elZh#_#(%R+sv-k4vc4TX{-^i!`S-xR0$KO<9{Fi zR}K%Vv(EL9`iB4f?Dq&doFbloK=L{)kv+?uMb1m1w2{Wi0+ftTyIuQ;o>s8sXMBFG zSat>5O&4jhV!RPF&lLkwi|B0HEaABy;_y79T`G!ZkKjQ4bYg=aFyRD@&U>R|rydKB zdV2i^cAX&f1pIE|(aGo24By{m>Gfi92^eKP_jZ!y9(P~d{evcx`^s);#bE zPF;x&$MeoIc%8g$H;4p1pmCft?MPCAXpOS-q57s2^tru@9xdWYKi?y&i&JmuDftGHm8CTsWuN?wBuE@7VFsMV>%V91)DfH` z9+#y>12OqvDC{xPc*qTc?;(!WbnpDWC|pth$#YRwYx^=3dwJ z)9X@}%esM=A#fLaZNZ=KVRKddT3*VwV;o(~-o;I&|%XH69 zjK}pp1nYi)NU9u^Chbj7E+sb2hH!GEH6lmyH!Y;mYsPD!-J5)FJ3J5N$=9;cjdXhz z60e9HXOlE}+ir308orXsLc3hGmMnMU&ATLPT5xySmIoaNgml;p2G0xJStRFbVsYY38TxL8 z(qOX9)%%}3;5z4%0lz-ZWF_}$KGnm5=3=$2+3hR7fyGR z_C=UxRZ^-%uzhjgB@Z6e1e$ovNJ+sHRcgh>UR%k|!hMs-N?o|$+y6wlZ5Z4jw!y#Hvj zm4)8MuUGh9zT-WJ3%Tb=m5MvrsvG~RDki-|rtA6QS?v4*D-P828F2|JfHeW?;bM&fbZmCESIkUfN~+ zC-2|x)oU_ycE+AJvEXo;_b2Ueaz6>{p}hT3(oQDVdoUSGvNvgT0c~!CT6P2dMbEyX zS}NW=g^w?ivaYyPRi7>C(9U(6$d(%2rAYmRb61mLpx)=RbKXTQ#_>D_*~jNm^qNG@ z<5qg~<7<9;MNk{yUmwYZ$eXZ2g&{TxE`wT{)sw0-rkud{FH zt3D1u@a zcyt%*9ZAa*#H`V(w%^NIel*fCqoG-$`F#GC{Zf> z5>cX}k_?q0LrQ57WoS}Jlu$wgQkrRyjHy(HQjs)CBO;L`Lm}7uxzGQ-&UMcD4*S`A zt$W>T?Pu6~EgX8v*b~i^O?c#9$K2wZCo%pxI`lIy9FBP>;729#xrk3!(c}b2o(s|A zV6z)DO2hbc-`_#^Y2-c6c|;=-peN?k#fpB~Jp$vReEB(+8bH%MiKp?I?VsiXplQEIR|Wsy)W_pzsQ?2DJe-XW zVVmsm*uhi(z_eDZ@wjhuR(TM4{)0ej24sD7J3P9MhHvU=GW`}~@{M$_FOu{YNfzSD z^;q45g!9dKc>>&nz7Mh0?b>$b$wS%Vcrk1gW?spMTIla%cI{#&?FN}cofE{9Tk@+X z%!!q;@O#*29=-tge}>F@mdvw-lDPgJjE{#&n}TS$g6_RY+5@X+`sNcFT<_blWa+|} zhT(0pah_iggJzRzo8PQQTnUNn9IF9|?QlOIlF2$U8veN^9F2J&im3PTs}A}*)Y*Pf zdOvKuwc^w>`nVVS{v|;l|BvQdAMn{T^*KtMxES+JH~v$!9*9wYieHy%yM%7ZSNWM< zPUR&>u~ah6eusy-6EML@S*@78)@^8C9`ZZb?t6Za+UIrjw2r-#sp?vszR=Oz9Pu6r zmg{AImaOcU?`o`+Hw{oF~PTIbvzn_RANU1wE%dMtSMQ+308F^hnPNq3ovzQqqET#H z#+V;C1M2OlJ|wQmr?bjz1|-WnB0NaO)X&Xv$@112lh)z*HrnQy?+Wry<~7Ov^*)RB z(QjY={kpuKf>%W_M5YsGR0uZVNo zU93NoXMF^rVXhu$L!yG#H?vAp9{L%adih<$PfviybQlfcRe65$x}L{D?Jhnr$E^1p zbgyBBQ)%&~Z;RmC98n~dr1DhsQa+QFhk0^+5u5cO=`L)`DzR2D%Khms;?!)|^((mQ zcnq^ju)sDx^(&p9p~I&%=)()MBRn-vvJ*TRm-@0ubqKC-{61dNmDSGnx`fZZg34k{ zeGijUpEy~|Qmy6|c5TP+i(t%uqRlDfx|!5f=(VH3gEC8Y6=#~^`#}ZsLe5H8VskxF zp*;^u#)Ui+pT|1OXfV%DA(H(J;c_H>$r(j)xZQy@2kSk%DN?VZx;}eiU2>~EOS0?^ z{ed--IjNm*lfCy4hz)i%@SPrB;H5uc@I0U7N%bJTp99PC=HicdW}<0nc;vixF8;j6 zce*(u6^IVj*E@8&h#lMGP_hzs7PlAkz*PKRLiY2FbtBFv=gT+jkbB12jdC{2%*NuA zwOfdtUA#*TyKC_zS*w1+h#qF)y++SHrD?eF14Q=6^BNda1WrT5gvE59;Jdzj_)eN< z-_Uvt+QS?6bH~{hDvvS~LpVcUcFuR>GJ<7XM0dz6@JiuOA zOZ*cCS0vqUyzy`{p6RpC$h24M(IWZnWco_$4|v50a^269_tQRAY>s8oJp~M@0^tpO zYaiU75ml0>Icr;Li?D~0qNj07;p~gNt(fzjcDSCky9eM$ReJPd!R$SqNQUgAK9bx| zIc69PYeOt{t56UfzGdTcMZ0d|!ZBoMA#xp#lQr4BBi;Ao-`^Rd4?C}?XFpOLC}Qqo zgIj5Fjc+$VJ$dF*Q*VT^CX%uRs{W+MOL^sIqQpJq%^k928$H*t*R#oF zmN}KRn!~-JXml>E7m8Z%`)(5yhw;B*?2x=hH_&JV)OQ$ryis5ElYN&j!ZR_ZBP5fj ze6;_$u3m{#!@R!UCwIc=A^oioGn$IQiL#|3Q39j0GHnYyp^> zK9A0tgdyT^^75~CWcI*cByv8_Mr)vQwVqO$XCsszz@O~dc?6@6rNueCqmD zkK=t)6+#d2imZV@%GjwUoBPIPMBDmC7^kP@q)j%ONzggSXj|F$O#CjP)hTAjJJ};U zGLt=|E!#bXHAO_!)Y(gB^Uv6&ow)j}xbv1+-H6?O7X$7g|DQ1Y0V9^Obu);sF!wHJ zv#D@7nU1N(*NrXy6J`DfgBoN@{@G*9o~e|1FDqZk-v(&42m)D0d6Hx1uy-m1-T?a- zMVD2y-QfRzJ{x1C?>h~m;yBm6!ljLUeRkU}uDPz_k&1L;TByZ~2 zfwEEOwtBE9xuPkg23{8$UQ3HUoJ^ zYQr8y!c-#~Bl?^sirlKdy~fBHMmuukd@9**KVX^Nw3vWP-{Rkq@ce+q_Sf4X+SGT( zksU>)*zjlks)jv-$dh`^S;O;_w$;U|F4)@Iv2EF=I>x5v{C6ytea*8m?GqOL62gmU z_LA$1zkHrLu)i7OMSrutA$N%yipGgvACvS4z2sTpP8c1>swe0(J9QT5BUknZLVX^I zcaS7c6Yk=XC1KH+-Cu^sFgDE!-7|2sdjT#(dDTHIlBZcaj5g97x7?WDllW@BxsG?k9hLRdV$q^H(^qn^b*xZ(;wZ`DO|Re5kL=?4OLaM~d4u z%rtqT(Mb5GWH6?(tuoT3Yyvo}Ah zuT!aPI|=8p&3YDU4%Hqa_z7@sMfTKYOkRp(@$p}Lo#C8f3)vTwDYf2Ovt=*L{zw0F z9KVSzAE86Ct7Jv~Yp_hTYsw<+^mG)>H|W1N53a#3BQW%O9+Guf_hQD^dg`F(qe*+K z(UYg=C%oODr|g~D<6F!gmhzTn*LC%NH64|9R5390@ za$eHGOV|<=UPYK4$CF{;~vtdV(B&f?|9ZI1H-I4eA&+@ z&`q}3nvOUDUTaA(-*Ici+cViA)*D2hWEDKk*ekp~88UBTP$fF1cF+WppTep`S^N>W zRfKa!ycfdR$8&*kibK8vo_B(9Q4+Qi?c4E_?WCEEsdGfG0T6oG5m(UlTuj}=!t0^F zQ*=zG!<{rejt^j9A+n;56 z(DZR0G*=JPM9zw$+xPt8Ci0ae#bkJPB>y$UC zkRws7B75A;I;Ud#6tQtQ$vUxkV#`eSD<*0lNw%x_?yEkT;`dMzAEA%ExZQ_GT)?OA zfkmR;NRrQo^FI)Lhm|_$f3_aq^J#gr*=U*`1Dmmsxr#N8VCAm(H5H$~#L(;j+CZ-r zkUj-ZHe*fh1eFpuuY~8LW~=NAsNvgXWX`>hVFfYgTpm=?jGa4of5Pe$+)o~MT*={ zZ-T?ySz-&eB;)Q|thGO%pD0SaOV>g8`Uh6lWQluO_#K*$rNs=UK*lC!(@Geg zN_mZGb%ePgx#Y9%ZV5@o=>0SD-hvHT@A;$|aWrjTAZJlhrdCaIZLSu%o3QSR{l$6H6S<8m=1buBv5UdstyH^IT5;FMh&b77U*IqiM>pgyzq{a$$HIwCv8N@CIP zVnzirA4RsC@MMZM$x+gP2HA^Op5+e||Jph#EB=>?9*vz@CaYa)CYHnO?z}K}&JXe3 z$1v+^b_)iXkL$xM*+qvyJQ+s%(c=W3k_=1diO|J)>16R?ELKz@`HehwkhvmzHs0df z6(E0x=rE1ehvV7+N8hcde~r0Vn_GD5bB^1KiT&}V78$A;F}wYq!14<8twP3I3cUUU zUYNb8Kf$jYJY&^VcN+xRR4Q0U@3t&<1O_&x?+P_cdoKfTnR-VwNs%PqE zKSAR1a7z80;n3FwOAn z3iisXyeG67pufJfei>IgktNUCN6{uV2ov45vdSPndASxF$aSf+xjP}gpI4u=;We(n z+K{W2Xj`3^4`IiWA>oscioMO!C~LsgZK6+`y-K)-Z>!o`ze=LX|s4cZkfNI~Io}J?n23aq?1sug0`bS>|U}*ru<`$$KX6 ztWVC;=8T)+yFb5KMv9Nf@-aDw`W@+;^YJ%(QmW|xM86e8jh~@CgU^4b*N2VxA1|xJ znmc(;uKzFOySb0^iWzI1PxgaMPxg9>NAE|^WX1W?`QcdJ-cY3O;4I^CpZ|c*d-%i+ zK6{9a<6uw|`wpa8D^c}l$Nh#U%P}|izmhff6l_??2Xj87>u58t9{$_M7~?$xcU+^AJ6s<(onxcH&r`(C13Ow$I9t zter@9tFzFp(EgKjMR93=y%%y+@{LTu;~C+J!}OmDc-#DK z$Kngg_y*ggQo=S!FQY*s!pUr~OU&9M1}rf0f%MCs_C|V4eaX~mJC_#kV|^oIt;CY# zuY81lXF2vcoO?txPQ{E=Qs1Vp2k@r@OMk$6xlh@dF2~S#1xXIZo$Skb6e3xNdLua& zWB)_g_J-f4*m5FH{OHID?DHUvvu->0W0ITlcUH}r{Xn0ej*%CO8@bnXESsOrgU=&l zRUY_}HWRSuF0V`AG5_|#|<(uDR%yb1F50?IywKxLV0%Z5{9-W#cA}r z4X(+eP)9uKNakdo*aeHN{AjTAgsc!)t@rGAJ&Z>G_#MKcd(6l?AzK>`74Y)}XG?i* zJl`nI^t}ZYZKrv6HSLd~ z(>hj6cHd>Nf0Z`n;c)~GzEi;dZswg%xILfkQn5O9WS2nYRK1nd&x7zyec~I~;*D_~~sRx*R;Ca$fx4^HPVPUT9 zulL;;pSI9#OFG+oPf9Uwac+g@k6%ghkhVN34K|3ia6aQ|3GJ?Na|ZL>>JmM>Rer;X%E z4X)&~o5PYPvT=6kf6m?$`Oh+3I10y$V!;V!mt_3@LY)7B@3iKnjf|T8-^0Y|hF-l+ ztK@wBicg%ahmVc>G|MN345Dvl?9td6lv9!F6I#7()T6NQM@Vm`Urk7)hW$(Q|AXBI zz_1bo@=UHbCM@Bvec^Vx*m0*<$&tNqSi2KMn8!@xoc4ar{}Zs8XEt=Z{G7=cB@u}_;|X1X{_&g`BQqV z#^0{S=~;BkUA_KT_C8&+_Us#D6vd67jc|t<^-Uwpfl1crtYVSFa5S~2{>K(mSoLps zr=rMg{(lR}r+Zxz5~&4VgRZap&4Lh5Sw1)LCJ?X5Ni7s%-_$5Lqm<2dv&QZmHQc^jhC#`%P}C;;_TAII!t+2&Wh?dR1b+N{RTcKZH^)idigqTf89r1s7#nl~l;KYTP#C~hO& zkb^)3xP)A(7EoP8-XD%f!{uofUB_g!@P~ z%dB-WO|!o?&##uk=6)7@-rUyO=*i4J8S75O*hUyVjb>A!vjpP%u7BfbcZm}(U_!E)dHW+9K@+zdd8p7nBWT*vo4#Oq7g?Jt(dYUnWqEUZl4 z?yz}=|J7lOC76DdNHLG37n1lLxYy7+&!T7Q{Z`SlIlkUX%H&7JuI;L-@ZBd`R?D)>?mYmifX#E%lUg1@8y}bk9-0is!FH_fH4vr+d$ugt= zCK}H5?K0za<#lc8xRIp0Nm7Ee%gD0Dr-vKiM)G$T!8YT6J@$EtRq8r(xDJlhcw|-9 zD9Mv^MZ6WG8e-(RFqrJK4|wM#j{6gz59f!e6L2;3HjwLi??$j;u9>^D)Lx!>HEnN! zQV+d;ZNvpo$n)W=$ur5wAN&3qV;802P)s?-7-zBc>1;ijrmu^$$3d~0`0%S9cJqzw z9=VrA4=9KOWsUlvPm&XA5L_pbevk22lJhQBcvQRW2I|KigLvP)eDoJ{Mtif+P*yk* zuE}EClYNtQI@dNU%zC5rR~m~KvvX}4-Aa?6!Rj zYMmVMGC4QEJv;mQX!DZMn__(*R(^~3w&MN&>gQLo6oJY-@hH`J9>dH+KD&?1oA}f@ zzFQBAKDgUNlpagdHSE?4!|&&ppRv(B^!$#jGx@^vJajfb{SK?gMTMJ1n^lgSu2mD> zbH8{#!|1(fQp^#j^Zl>HzGRx*i1!^ZYAi%L@#V|ROWEC!+%TPCGuvGKG>N)7W&}R% z(cdqkNHbbYX88`{cA0`}hx?%Uy|I%AwhS3B6)&$N!-aa!eSxgB{JTKE{?y#{ z?TmSoMZAq7UN4?_G2Ff)TdI22BHJ0h-;6U)YFnbf(^7H!b)Rn$t$)Fr+}%5r#Zv3* zQD`s5oalTJ$wopg>uvJ%WU-#IlPsBepP|(ZDE88}Bqsh=5U=wT^J4SS+Zb>&spdoG zeLYlTzsmH!*-Vyo+oy{PZ|kv^Xz+?p2C-u*(|?N9RmJbW$$z6!%9|syj{6B`Sv}b) zp7A^>OY!<8TBTCNoism&&0FD9G9x@pmRI0cohLjFv(>Ol2D@_N$Gc|Kci}mfPo`p0 zvUXod)-C3jTxFKU!6KM_A4!jf#DRMHT92tFlihhQIC6jb_T(XLN%}i{KBRFER#}QI zdAf9_cs7Pa$NDx|^~dUChS4r(yX@w806vvP#w+oy9}m3JsL#S?Bi4T{Uc3SOF?>0D z8MA*Y6^@>VQ#&?(P}|E{zqxizA&|4j>{|YkM1MOv6(BQzq&h>g>>tU0PStj_nJASZ z?x){jexAmm9yC3gcVB^xTj^9>#BT)i@35p5yFI7vItYFUuSYN_^|eZ4XLX$KLXxK1 z_on;V{$FkM{`4svU=-62@>k0XvI>ACp# zqLF$SDftE_khO`knOAtuqmVdLPs!_&nx^OLD;ejqGb!r|%F&{y^W|>*wWB$ByLfdv zj&#A~)Hxl**1wYTZc=O^-@|747kT1ld`wpCE8usz-m`=BcyaSvnp}mcH}acn*`kiI z=87}3Nt{(rQwwII7QPuzvX2~7%}l+BC!gRvDp$JQMdL%wDX;1|yK!H{tn*khHHU-! z4On$L8@`HJ-5pVv&F-Vcjrj4nbDz}auFbnrS>+DwNcF2JF`#a(-_@rKD zZ_#QU&)J8e&$G)+{`oq74Tt0%d@<{7hGAstTEF5|R);5h=LyE1PKv$Wz3$yqUfx4w zPp0AAVNMqKa{Qt+UmXgwp zJ~b>J#ks5$t^$G7?-&5L1AVfR44e3VD@P^I*m7-dz?YU}h*kSz{X>3lfzmvFk(?3P zoBROuvL9~?NfzMoS9rb&4(G%9SrH)jgLWG^`CN{3>=!t2C&{yWx+V#p#p)sSJAf{& zXt_Y^1a3neJ#EE10&RxdM?&$K)|9AMb zAI(?6<1A8NPv4(uumnoAMD&-%q0@|01x}lIdp8X0j!#7j&LJKVr{-c`)|%%IY3{u3 z62t1_MD9%H3gke?b>JhVp;|$2J!srlTua{i%21s}^S1QJUBk!V@*QN7gD~~b*ZcX- z%yT};JG1#jQmi7+1DG_M?W&XUUB34ohW%`;+&z68rxT5@<1uBiv;vK)^2yz#$eNl` z;zljfwuM}FR3p4>!rJqzny;+Oq&{>Tghu~O0IIl9=gDl%eOv*a_JOfLFONH)l^mDIsxVlgu zuAg(@`~(d~!{a9WxgC=2_+RSD*5LJr7Q}{1SdqN0uVT$I7Hy4<*Ffoh-k+?>58zp5 zk=mG-`q;^N|1^J14WFg-TEJ@`HS(3LF~SHh)AMf<94mfQbkrr}OudinG|Voj1L-)y zSO?NCUfvJBsqoSk7TM=Iz*$+I&itXD-yq+VPPalV*&(iHsaB#`YS(8q?u8J@{<-T! zneWV2*Wut3dOw@?cha{NbheS=UJ}$NQFp#pTQAuO^cHR%fDyTZxXbB=<}zJDkBoX0z=3=9=gD^&G6qnN0FW^<~fB z*d?n|4&?z0AoKthZ}C%>za>A%U{WPN_{Z?RKx`f7_>uZ;^#8T~1x~5L{x+OTJGK_g z4u)EC&DUY|CykJrkR5QK8M%kjr4rth7N34*$7;#5nO#Xc#F%6+j1=>DPf46x#P6rzWOcoy zLQ!39M!?`5eGcYHzdN!x4=+sG=>`2iZp?wuPVL+A`ko2bNqYT3{Os*r2Ye_~a3*ph zzaLHZ4Y2uKkTNX%)88`Z^~H9pB2`Rw94k|&M!vyE(vVX};_+0~wWkY%8F5s4~0 zstP%Z;eHdI@F{nWRN|?| zKfcE4b+FjXPGd!yk|NzJ`s*ZW|ARBhR-M`y*YnE9MfD2e=w;BW$9oPkPp!qVpRj3; z&$Fv#G~GIT-5(C0`|fX+J)NG%@Z_UNF|%L>yUKS@K&Fb><+p;fv#P9>eIyU?zMOxw z)ax^3UxOX}MWa-t8zZuuPUn%vDa+S;LcJ)h9^!M!u3ee;UIMcpoX_kJ+0>=oV7$g; znWgtradsfBX0Yh(jyguqWgPpvsC-|ff`WuF2B}r|( zIF2pPBtuw`>!07S>KlkwX3OtMJCV+F^z@r+;JZZo70wB=S9}`ZN=D~Vq|8p0PV_6! zwh!Xid&a*78&|?LbvqB{|7rCC7GzcDA!I(5WUJXDc}TY6!df2O+IWcz$Faz9^nFNQ zkBdkj^RlTJGKJUlGR_|mI1OqwoGCuweCs|8U%>v^<9#&!QYk4r29gsq&jhC#?GT73 z|3h*~j-qFA`rVCT*`55U9{!`xd8Drk_v+4M&&J&3SzH61Tm$tLkFt+(3Y=cR++)e~ zpBxnQ;b)#kq$#8A7*__!r#W$S(WHJ;eW=Jojs@_J}5H`N?8^+=MyTm_MI| z(2F9|&7$FY2%JWe`aFCEJZ@u+vuWPS@yppDI}XnfQ@`hhb?KXI(u=(QkT#WhL}fkI z^!{t3Bn$0)*!=^i*}QQOEYD`c?A0rcg*k)lVZ5VA(aHPWe6kPx8{un1l1vj@FLusS z7DvzYNeNz%tKjd9vXt&GI476{%aY>TS3LC#9(1v>1{&jCewljf*J?k>j8Fu|2RMUh zrbSmRGWWelr_=aDYMpnb2yIff#-PfzqGOH zk#fCH@22Ou{O~L2q+;B5tv5in3T)@nJelZDG+Wfx-+tO{Hu|k}-{=3S5c`T|&qJ|D z!F->m2Hl`|ihfp-vIalT3b&O|EX-R=vel0)IG-e!>F+3*CX-k@HX4rYP4$+@ketrP zvdUC=r5^5C@V^0n8}s(U{5$vNyFh9nY?kYD6HT_$_jmf9O4c?sC{4F9u)Il3xduN! z=6##YZPyiWvWod6R}QInoAr?A)1h|38R;cPNFJ%v`C9HWrWVb~WN6FMHT;h7djMa# z29^u8nZpv#;KMVb@rV89;KHw@%6*EpzU|FhpTg>sj5pNC%dvAE@4O!Gm-Ct_G^+{y*YtOyzT5Dt?XK=V zC(SeDxX{mUFkVfIWkxT?ucom_N4Rz~-aefC3Uc$={WDL zK7`GWq#TJ2C1KEkluzpABV6bxHomC8QmitKO!f8rDj9EL+Y&sd0i?^3?jtO0K(DJ= z?R)dl(X8-+5mWv9Ju;sI&87usTd7=p5Dg9~IOq6DpIdlwHxi}Z!e&wJbIjT;w)Mu3 zGqwCfBz;hH+htQW!L@1uRH~9!e4hdt68A89{l+M9{jQR zbC*8$LN=K-KJi&`BRwke4uN{Kewp4Mu=zabGBluT3WrKmxo!r zBUvWVdV)xIJ)gS;@3oH3aJG2D-M@+ZdZgyT+P-ulcq2&Z>GU_cr;sY_Y}mq*7SYY z2+5Om4Xpn3uDtiDFgB0v+hIeZNFkiqV#FumH3=hn;(zv$oWV}3d1o?NT;Tg;B-lXv zF8W%@I-S^Mme@F!9fz{;vF3zbUMKhS*)-hYoZ?9{MCxe_(Dno4B=>i+5}nR!ok=;t z&y(WKG&5%t?UP%fDkeP-*;i=0mAdxU4X3d^d_!T9(O#46!JX4}_sBTsGG zuzS|CUr&~MU_RTtT$5+F^e$_qgZUr&*+`PC(aqhvn!f zoDb9JZBglRvezr%SuzagUhNDPJx7!rujN~$h+ix)v#!9R=D1o30~=${dypEf_YXw~?^`PdqoZYFOszvY_yO8Pdy&OD3C%vVyYX1FpHCnoD-02?ib*l_mw#SzJm zd%7ME&~HO_E6)epnrnLCRBB3nLcaU>!;|#LZpTlx`2kBFHAY=C!G64~sP_|KxB>rf zG5VwQtj%(h@pA!Lr?J>exRvY5p3o@oyF}+yo4M2&e?ULkyRu6=D|g;A`b6x`E`ci` zS_lrO!u$*W`}4G0p!hr6rb0>b1HXxVHyEibOBZFAhxtpMP9{@AH*?lRwk`zI-E8?1 zS*AnlWV-*$0z>(JSe+G2_wt@zy!kqFPE9?1Z?swv{s-qTAj@{&kH(Om`aRbu`)Hr_ zlD}eKTfKheEMYLsYp`1GsHAS_3OGIBo9}&owpJb4b&d0{g=DSF?=CdPePTjcKUeUO z-)MD`78T4^vz$wIC0%ycZPmwK3`(BBCM3U~EZs@EmUrxg_&~NOM2-Wo<^}rRfR8uP zXt?%E9d|H4yIwrW{Z?IZ& z%qEl5v7~t0|LwT`8LTRc1#9VYoUtd6?XrSsat_OvGPG)2IJ<1ad3aX_rYy0uba#c z$HQ;2=(D%rZ2EE$ezn>6Ev(C4<$*L$WtN;_B`f+XI5W&APh!j&TI3pRIxhbNhjuL5 zjvQ;)CDm1r7Xi=JcX=Z`<=rU9wuSXBeeWSlI8&K??ID-^%HNo8euriQn%qdkWGnuk z_K7UXFI$dX&w$QKESiT?my)EHbDx<;{GN;_@q+Wsn{7meWAMF}-qsuEa@Obpul>AR zXckEoy9H2sPn*FkU)8Hauqip%lGVPL9(J*82V8xICHnBwW1Y{G<>fuhmZ_;c$=G{I z{0aZs!`>5MUYz8;`Q*=7b+B1>KJV;9?|$M-RTgT+FBZb?YPeMJZF4>BHqtd>Na{G8 zM}pi3T8h1?XYo4hj>DV{B3;(@jyLw3T0G8g9;bbtN@Zn2CpcaLhedp&G^94*N~+uc zO#0kmI{^+IY2QG974UW(re}rcTi%tSOYT`+sPDH6^j?6MFT?CPSk|M}AV@ug8`rSO zSt9aj+T9C_H~B`^!`#iT_uynJ$Fx_IiA$>`O>>sQjI3x@_{NM(bfDmzIuUI;pJ8>hGAy1u}{+9 zvwDApu2<2urFM_QVwIRuO5Dr-jM6;q2j88Ek=gMw43i>ZZwQ^qiVJ8|T5qXTmz4|I zb(6g>H?c(*k##Z#og^}Rz$)u#bOF96_s731^EauJ5qGY0g`-*HL`VDpquboAF*CZDFG%lWtM?e~)Rs#few-^D$%>L2wY}f2YMIdOVr-d$BWn-J9z3LVWm} z)tl3AB?Olk?-riDLUei_g2^{HjHTa%V%A~h?s@iB4;N4FGN--d`0}i^3}$&oT^0jc z;on*MDCvDeqfUofB|P|9e=VWaiM%u5aSi(=*XpT!Cr?*Wt0#3RD>~*?KHFZbsm1gD zB;_U%BWL3Oi7&|*l)GIOe7}sh_AyK3nQ?i#je^n5usD;guh8-mbMk-WeSkOogQ2&H zOs(1aNj&JqLZ$rAj?>LFzSmqk$xku7*)86-;IDb+m@3FSjJ}G0Y^GCo$4{YEYnDk4 z@9MsJf`wjoOxEbnVDnS_FF~Sb@iq4w@=Wx3XiP9yR&{(4uil4lcGi4t# zzFp)$4dd2AJ9oOW^1O(+nKP}{(78kGC=Z3?gUPeP%W2=2WdD-$bbVX`rA4qT!g9%Q z`j+GV)AmlEZejQ8zDb^=Z;hDBqAekiXCUtuw7k>Nr|W4AFL{lw$?v?DIHqk9W!mfiX-LKA&(`iHe4d8& z$wfS$=T@NorFuC-kEgKa65esKG3#UIo%$=qKM&%mx##;1-Ytb&GO=zl>*d-%duSfk zV_o!vA)>;URkN)$2(#J>37!Y?AZ5>E^OyMV(~P`k!7tFt^OY(S!K< zmuzyc7&MwZZQ(x~^S|O7?Z}(8k;7QGH-3Ijhk0bLCSKl1f{O6YzV{GTKd zzJl|q0W(4mx8vDUzH4UuHV{t!g4|E|5$@RyRMrUPA)Tv;2aWp)n|;6@??GrBtWu$; z9jPk$ZUMU_Z{G%%c$fzyqxBNlEjJgZQgt=oWZzy@NL@g``r!|F+nk z=XOnf-jAl&^2rm()CAI-{T%O`zZ{{~^K#r$ai1TKT{%k1}z zPoBq}kz`%SGv4AA7tm{z8SqSgQI33>NseOG+adTWAD$=z593Ss;BBfNlypozay8WY zT0Cga=C|o%Fu6|Qoq0-DUK~n3qgzOF4bRP;$Md~^0W1D;)cq`4g0&VEoHG^i`L81P z*)T1}pQoAKE@h)Z@XeatRP?$-6g*T+*=WQGaP8#XbL{ktKC(OV6MbBQ55*vrbBh1* z=DD!@!x7cY&$nY-TXOynYN@-JJr{qFJT(jl;m2?KJdlO%gM3Hcdaa(b;_G!5`5tD6 z8ox3d9?!a|gja$N@6&EG+dM5gze<+6*!373uc1wQn4U=b)7d9aA8&y3CHRx|M(@$< zc;^BAjq|UT_u=11`kZgNEJl@$4{{Z~VlE>$%1(#s7QIdkVd`Vc$x9j$xOvB*?k<&phtg0()P< z7l!bR7NmUuTB$>n{a|BgnVd_Nyeq6_TL`uDdMAEmU(D$|FLlG~>Z=b6!&*YQ64&IBjxYgKMDVKAkk)m8yq~5{jQ~%*v{f?k_ zZzgxfldb3>?Aqq2e6Q)a6=jmqrqSi{zb3L zl6$;}@(*oJ6{k9pytiYM#Ub}cuVSx1Np!dWpO7)TqsCxfSv_ax={~H?bM(~jy8*{* zd7Ziuu~n{qYT(3w`2G^#*@82v*}f2qQfE0;qxNBZRUG^ri?;Kw#(Y0((zBYcD!H=C zC3%8o`hF|_N&WGqG%0Mnel*Mdwkt%*l_bq-;hv<+de7VZZS1o$qQw2syNrL_WbBJr zY9aPy7s2D+E%f;vT4nY0*`&OT^^+y#IEdvbXHPT18zS0hnqTG|ZZ9mJ$GJD@(v-ck z7PCCB8BLz(x3C~azC_~FVEGVTYSCj8o7`;FZ+X&D?3QXG7n!?K6?cHq9--M^Y`KoU zm(gOFS)sa~vu~-F>&#I;JCLOgg7N+^JyQS0;s1+cuMqiO;WycXlWYoYSRm0V^?ovT zOGmyzzi%MD#u3#;nh$+C(J@v091NeSdi}>3tBp1dt5ZLrka&APE9C5cTtPIrmXw|F z{vK&H)kf!&;?NZWytnEntc^6Mf zoxc+N^LO|a($8@i@C0cavEhHD`xQS^(Wegd3iGjKU?0h%GoYB9)Q6GwaCqEp)Q|L@ z-C1Wrp&8xgI9q89<7LLZ4&&>1pBlZh#E5FFSbBTtcaURd!80o# zvg4))n_tJy2jj@`J{ik;=dwd%T6JOjWup4|j<}O7$BT5I)AT6O@??C;T9H%rldOjK z(=yKvQwbz_629TP^GVzuUTZM+CYmNESYvieru|2>oKkRJa0*mL>Zv0%KF5M3qD z9%YA#B+L$*YuF>%Hcs>RUssDSV%X7qbue43qUXaR-Rv?bUm2^% zYOI<4K;888tbU5q^fSHBGT!^p$)5dJeAB@cdV$_gJ{!} zrG|?xL3ABV|I^|P(&eed(IRhhFeTgY(dOmUx7fuBxqAFoo53t|qT`>1eHmjWvgS(f zR^IR^j0WM?3HX)!v1LT43vnm;x|2!uavVCz7&S%G{jfiGS+e4_pB_&p)h@j!!*6eP zY{SNR?*0fpv!i_<=H>3r82Gh;$QLZq%+a^PI zwq~kgcNN(d;Km#p4S~rId@1IKlGx=h5oR8g(&a>~JLn=28h3jHtCui&^ zc+R2C6r;|@_G@`mss=2e|7w^mW%qZ*jy!$sN9KyOKE`YH<-6d@|Z;;L9#$6 zhh!IQ>MA1M1Buf`>g4_0Nl8S?+<=gw_4*cs`3~ z<=76GoWTZ1;@$=9p6mOe{J4%Wy5i9+IAoo{5|QaSd^pl*Eu3NO&zkME+Y8S^j;I3d zOX!geT(%T;{s zJUAr7;Wa!ZYZ3l~N==rS<_zf-v8n_ai|O$L^5rb&HJI1I*gV~OT2wz7ld>W=+05e4 zsUx$Tg;uk7W}I*7e=1)*icB>{%x2^ps_&24c4eXP(O{_~WsyJzNLTda?eGghey#y2~f$)BI`ZT};E3MmR=a&GmXIk3N|; zXOQ-6R=Co5Khn4&y$>)>&fHShr4z4AmX73ZswBp(;@>sBItnI3{CxukFZw@^zTc8( z6lC5fVOc!NorA=(Ww^Ei$}OSzGbWzPC!Qov1HN(!1Rtkw2OL=kmwV|qRHS-={A~(& z^ASBR(aST&8l;!y_LE&ylATEt}!h zI-h=v1z*80^;9+(;c8mnjcZ5f{WN{NqQ@5GJOFCRl$ku9snmW8$sRV=DD3zVCg*E+ zgb340tAlw!?o;L*c@;F4(yj>JeIO#;%v*og*GZT&QEYsfj{C4D?0l4LBXBY+D83L0 zmO$<#Xy1x6t#Nu0UgbVt9o)Rz?@r!OltzbBg0MJ4bpG+lMQD7 z!eqIS^fhT&-e<|<8wx3nqCHWxxR z{?k`1C?*CJVwb%Ckq)!*q${heWbs|Bd^Bx#z_2Hq&GD|BvF|X#Svc?pZ`etK)J_}E za>+V!E>AnqtMSnN0z-D;bvbQc_jxh`-L7>7k!-I%r@FSgPhW3hPD4?ynpag>IwJb^o&bvEg1zW2jmk~69!M6Yh* zQ))f+B5Pe*A7<2kY=4%%OS-=3>+e`2bZ6gjJTo~jtC@w45Fe5iD^=fq!HF@vJXaKL zS)i0wvoNNOBP-(6m5%GhdmH;cynoYgu1%6TELShX`A)6}|1W<~Oa68SS#P981$NGL z$?C*8i$J`LSn{?rh->M8Cw$!dfc_U_z(IPfTM(y{@%TiHyN0gWTOIpf<)~!%Pxk5(qUalDpU-HU>R}u8Sr+17 z(&0Ma@59GJSlkGjSLruZGB)$>1&&Vru10K@{f@a(&whycX2_{D{|HLWy;}#3g(NNx zzuKbGBba)fZ<_J0tW!)T#dk%RpIB@(JpQBA+t@Q$?0uTGpBIaAN9i9Htfkjvib$T* z>3X}B%-M7GKk@DvDBP^CGe~zmo^-;KPGVDU*3R?buFhSC7DT<=x64Yq|5)xvZL+iM z46&q;2=Jo#-$E4aPyalBuR@l&B*@z9)O8-M?IhCPOOEqla5S`bm>VbP<#ywA5RJdV z@21{&H%?X>ZpP(jeVdxg$u;w!NK}yy3*a!xF%LmyHP&22o3#*6?8vUeZ$9jW>;%tiOe5+}3D! z;92(KFCgVO4E`MExq>Xky4SGB2A>au*EziGc=)AGLJQF;`H_-ct&ra<#MD>yHJPI+1gIw~+kZc-|Bk z*Tcv4n0OFg?|{G=5KT?P*YUkRL>v3AGY?4>riHZqo$nMP)mkxRt{&TpYBg{)D>^^t zCH>+1y_qjn?&nSv#?$&yMs;~+hXe3M}NH+H4U z=V!+6h2<;w;CM0a9_KW3oB{QPYdzdVEhXv zY!nlQnrDy4jnb_4E6iK7+Blw z@}|5pyGvHnsUq9v-N^zscB=XGgW!wiPs{k#eV)dJjz};n4<~T}Ym={0rPjHL9$= zE6z*b)Z5cO%{ArcS~Xwjlq`MdfPynE6JOA^E*7r6-{baZTI^=n+%3` zC+#kSN*S6Y`sNvBGKby4M{A@b)6AB%{?E@3{4&on5-Glc&0&su zm=qslP^!pH*ZUZ~9Ed0HndP&>z8NNFZTY(}yTuHYnin0tKaBt6-p(Yga%W>LxyEAQ zbCCX4Z+D2_5A*Xp)BIJdVl0-cgkECq->|L*+w96I%A(1nk;;+fVe`0gOXJfdpT)CO}{t|tbt+H^f;Rl`f9J_1Tlutk0748Z@liKn^y476QI?kdl_DxXwZ!YxntW~n|7EtfgJ0}dx9RbD|rHp#yAt{pk)#A&LK~v z?*)nH*tVipOGWBbPM_)6ML4_>;??z$bspKTJU|3WzMX0?IuCnuC$Soy*T;a@>2(=< zq*_jK{p`erg(Ui$?6u7a^BuWND^ z^1G0n!WI+Yllc55gijO$xA2lL9hLke<$2y}BV|YSC%C)SvAL#8j?&lZmpi=28|iqS z`6aLUl2ryn;vuoISpgq&4t@{sWaU}bBu%AjZ?b%0w5+4s!v~J$Lqo~% zAz4eYZ!5N{>a#cWu~a;4$vTgdAvqp1PyF9g|Nf4fY|O*3C%K$UiO$J5mZvFWU|627 z_JD0OdZ#LFc2VDkZ}TwnC7R|+@+>W{^e$OS{$jaWFRS-(1{|}AO zPCV|*)^}lEADa9?maoOM!$hvC&^g!eU+P8rMRB6mv0E&o)$M!&#MOe_a}GumjC3~yRf(@dB4GJmuQ)<+LEPZgGZdd*t#on-25-pe!GCt#PAlJ8<+>R}#?q0KRD z6I;Jv)CxxXizb`&wmRZv7e*M z@uv>#lRSR6VdLO}tC6RmpDbaWjMj{$u4ns71z!FEUcW=uE7??Jg*%H|H}CAGK;5L;|~8@=%Jzhl2a{pEzS~Yw$dh*zbp9k9><*M=uhGD zB1@jbA5wk$N?QHNSCV&kHDri| zIVY0EJ-^?HDF%KmVT`_XnNi?(GqCSt-@R$S6yUy2OC~8 z{x{~{!T8q3S;1g_(9tKu^}G_x{-Hxr2xnzLV<>IF@mJaA7iT}owvy~8z3F@+EY{*v zD&8j=cXTH97Iv<2MEvbKp0b;KlYR3z-lXDo?zm*qZuBOP#%C&+63>$iD7hVDN&d zkZPRC$nq`x2a9;O;`T(AN)^R97+Hwsck{Jjejah;Uzqj;f60A|+i7$lgtNo5D*mUM zL+VGDH5UzMnLM97+_QZ!qTp9#sV`!dVYlfll{2dy^tsKqsk~O4PF+NW zA4${`w?7k!-ob>rd?Qs}9-`%adTbz)KMTuUWXuzhXIVPyv+m$ohe0>_d-BvEYZE@h zsiOQMIs2=#^l~v{k#9a{=Y_$yySJNsHg0dyA{uN`ab*P zlCkLx@#AjCq-w%oUUrCAnK_b4RcuHC~IpW}#~A zHwDXPV!*|atz(9rLCfU&&i%^lL`+`!-g-Njl=Vqemh5ZEo@})`h=9)Avl#ME0v$m!&GANOx&#ctx!SX@1e2k*nDGx@_o@UCUte=+Sa%sq@G zsbYPGF+L~h0iw^#WIIvJ9F1vjYkQ;q%b8h|&Ey)G9Ati8PVTH28O&q9g;{;vtOwK5 z?4NVhJkdFVR<&rJ%7sV{q@am%xJ@;;~B^Yj}`8s%=$ z12}oRSY6s!cfvB6S6h=eRmpbaP}ct3OxEIhzFoYjLH}}k&zZ*#?NeQJ1|;(oK6_4U z)8HfWHltTEA>KgC{ltUpq0F7Kg=ETgXn73WgCSX=e<%iT5rf*W=1~5Ydaf`qeZV&%J>9By5qs)eCJp5UUJ=?FCPCv!lg#q z3#<8JFfZ>Rre(*+Z#?oF z`c=S&pIw11;z?cf^AHx?z*pCsrT)h+vm@ybe95l-jU*aFqO2{P3h%9=#b_RWNx^yY zB>FV*ZLYPhH21BA@BMgoqVcZgD_=vUH0jpyisgE(jALE!Bsu+0gXMuduOEB;z=OtO z;34Ec6B4s&lKs)09kH6FbJbnJ$TZiE*}oSeFYd@=@Gv%_JFPsWnq0q4q>V`NkR z*OBQXC?3J;pYribc-(f!x1eVqmYOK?9jdo$wRu4QE66aOT}RO2AvSv0yw!?5pJ1hf z@aZ1^|KY*iVLOl|QwL=m2|qE~FQURDtoD@8o)LeCcwd@4d2-mF1gTg*5-+QWs_V#- zoM5%!{Jw9qqvad?Y!0*OdVPc^Re^TqqjqdKUUVBu@@`O{C%SYkuqWEm-zRTbs-U{~V%VaB|l?X!BUpWm4* zv>!|VV9fVPeV+a{iPz7ucX>T!e|QsT3f&4UIs(VCLTWpG9yUfQ2`0;JF}QyX;f*BS z;;bumJ*FG$XFpf4(Is%Wh?Y;W;sD-NnYBu=%AdZwQOm3W4xdtka5z+th2~77=ZWGf z_AM=%^yX{1ueXQ~PBKe;YQ*j=_=_=8uY4thCh?inpU=AarsB{&q+ZOox|8$-BcCHe zrK)%;s=cSrJ!0v0yqH7&7jbugZ5FU}st6<>_+PABPTTqVxKNatCjM>0$5a(ONw42v z|4v6Hze{Ju+KT_i5QNQ&$v{+E6)LvNp>lPN3DAqN?;fwO|y zJ}=B37r`)3)K(eqG6>|Z_!dW071bs{Kll8SpYcLgTj02!Mofj6JzCy_3tQk(98{dmO?aV)ze{$t}@n;lF4zp*A&vu5gbH%4|O^C-tZ z&*q8nS@~Q}uRnURRWyW*>Yxg>O8i<#{~#agq#!Kvn{; z;PYAend%FzottF8!Xh4iosqWDcCB;2g=EiKo~+?J1itgd!jU+2Jxlk1e{)<){iR!d zSB_n>Iwtu%Uv*rn_}oU~UooJJ2y!^vjPp8AJdUD6>Nn;5Dr?=JVZoIJ(d8xmXGcLf zT;7JaN7LpnTBZ8nS1>6Lnbe(GRxn3gNvhrWmx{O7v3zRtR^m@3;W8UC*|oVp)Z4RP zF&Mr~nl|Kn*tjFu_j++6tI7&FvL)&M_WE>I_#aFsh&fr8{jO+yHwjZ^a}Uf1z04vd`2 zid%5?4Wqs)o@`>V1vs;dp2?^;AA_&Pzcysaj>13bv>7uFWu3pwoFg4u&-__T&x6VH zmzeUsNbv>kjq$!04vceF^%H$=!_WW7mfR3|K9KzB*>Qa^zc~dXa#lP-^t?#i`x2s6 z=yDQEwKQU4czd(qKDIwoY@LOTOZ1yu{r#P(WzE?#Gu9ParWR%L>utxV>`4TtKiz@EAJlBx}Wdg=S$?Pb2SUncGB|#yn{c3Bu4+c}^{(KiE1sezHPgtyp`2h<7*~ zlRK)Un3T0)W3|gFv{XPHh_e@JaRsJaOO_$tzeBrE=zXtaE`vxV^WbKz9uJWn`d_B) zNx1Nl{-@#dX|!CW-L>q~OmENegf--z>*zxv7H+2^=-pU$10H__o3Uixpxt?T>IVJo z=8{DPXG&j?=3wu0pQtChZeXSFjk=Q#sYaY9x_>~vBxY2=;od&2Xp}Y(d)TN?i|sAh zAo~GQcf3CKbtmy6e09k=bE# z3H0}e+pDBbe$3oqdlY9DkzzA>7GPbT5M)(PRtEj+9P(G1)P?a5aWiK@t&F?|ve|X{ zE*zrMD2NrKO|t^aJSF<2l1c{}eNB&?d0pkW?1jvp^W?S7PM!~VaYcTx5G%XVY?K&V zg_j+Vm&wC-KiLm)+|hXWFNBgqB3C`Bl#=t{B_#TW6<_9QcZu%Je4DD;m;1jOrdvg> z(sY^0QX9#>!vEwZyxbW}n3cOW1F?Ia_5%tcaOzdmf!dAw9R$nlWI93=dYQ*0C(H%( zs>I64?mSUE&lBYRy*~n`uaNUn*4by2?%2`YXJvWWJ!YbdaVeQ6N7AOac=!&6e#Kv2 zh5HpO^ChmXrB_9$t*6%*ukwtj9t3XFOEOYlj6?76yGKN-+>KyI5 zz_KkHeS|l&MW*_28L!naK3EFF*Rs=vEc*p!{Q{Ra@uoTHTjD`|oK4+?S~M&}uX8c= z0s4HQugWCIs>Mz?wTnKvD|@cF?F@P@W8IVSv5BZz&PdPFC3TtA3dhJ%~V)DDmv%tERo~@EvE9sQ%T#H-pTlIgmEsV!vVA|?bBS*U(9>vVPHMF ztZ__vvG4>~CD&?UsO7xwL_V86oIm1ZZM?}Y@LbE!Ytj9hNOOm4@_mZ+w^PYmp_KP|9GhY9{f(U*kwoag5 zFV^^we%}~1XFN-xI$HZTc-W^r;!$xVl`MC#cq%A-g)em>le5L2^?yIRSMYNp-+o-X zPQ30gJ-)A9>TPG$=ZVle+23Cwc8}jaSTRW4T|vfV7CRL-!?e!*rWSm91aIvo-eh0N zN9?tgobCO7%swUc)DdeH7;BI(8%;P1Uj@ z)Ypm?Q+&T4CM7G*{vyne{;%P4`;+lC?VE@UuhTbkN^(qXqj9Q%Y!nBoI#<4c#gd0P zSJ4lN5)HghX0X;6kUgoZM2XVu{uUn^D{e0J$zp%=wEkWiHW!h~)8{>?)MS@pY?0?p z$-XhdS?UsfKdRl4d}*Xlo3q4jytxH`2I=)CUbO>@zN1mr%wvPyD`AM6Kt=Vn5)n~`?r@j!r*^x`&-Wn6LR`dos0T*&DoD~t-J-876*RbdnSh^E%9jots;Heaih9)VLv4kcxNTdu!3aJpuw-S+(1{6XlREAWBP?R!NC`8g+ zLL`z>DQTdn6sqh0xzF!^o$H+QzR$a#z1OU=~XCvmLH2&LZ((vuwWCU4~VELFG0w?qtEQwO(T$ zdzWUPvTG5HD#P#h<1_EN)<2!C!t-R^&$ol}ut~n4dts2g4aJPt30rapq6{9s#!u$q z*Zm^HN#0kZ=Oyg*6dSBAxC+VInA6BHUq8tQ*c_5ov3&}*4P?#v@W}e@zev=bCaJ=` z9^XGT(m2P)V^(Q8pJpz3fQ0YBZM!j#!>Dcaf6=JfTk(&0atgb@%-6Ed?JCxVm`;0}d8jcR_s?4C~`iQC{7bMlaFu0lnlI)qkQ>eON8i z(|q>H^U*TwS_L9`4syN-axB@OgXLVhN}PYt>t=jowbAob@ln>R!xy^ppl$4T9xF^Mm<@i=Ix7uwr{O^; z+(4=mTqz~v$p4Ho1+TUmD>6>-GmjsoV%gco%M;^kMCfF7PQ~(Zbh=0ss>|M&`&)_x zN3q#pcpYtyx>)Qf&01OOke$cph(=k7cY?9b;}gsIHTsjRl|bp5X#=mwjyCN3@67!DygrhPjfRvKioSByZS+E9T}fs^^Wj-$9b2+e3;{x zlH*BQJWjuLkjm5OD@fH5#_b@OI>yJb_H-?V=r7e(I*CBLjgt&TqkMXqcwgQbc>-OW z=ak^Rhru$l$Cu<-1M~0M^#OkqIe&xkVZ1k)E&eUAdMXDG7b(Z-aS+U3*F$M?XykxN+N3I{SuLsLDhsbfpxr?q@<1x@2SB`X}TvJWMkw;0t6u+Mn8RkMGnG(m+ zJu~~6ta2?>+tGD1i)U|C6|sJgSpE&GZN-ucF}fc88|u5Q@rH;Lxf6OTBudk)q5mt4 zol5ZsdA*jsHbAuj-CDBmGPY>P4|7+r5p6p1img!U2e;&jPWFiGpczSm9`x^u%Xz+k z6wZ#;W+cs)(WI65yb_Lm$@v9LK4j10cytAv3b~TF%&5b#vXkCh!SYEGJZa|1v&xh4 z>KmAh6NN7&wIa;YLs&%xD;{r?{g|MEKDPmAa!yKJ81 zb6IQJ*tq-1)&MgeVcF%hdrK^wq3z2e^Ti}S*7Cym*+XlwahheA^f-uQduLk!l<{vw1__T@YI|AAEW1vB>zr~zX7^CG5R*VEaLp@ z*)z4nXVKw%+MLZ+2a&BJ9^c^1Yx!|2m=z&IU)IWAfTAS%)~IEm^a_hy$457@<+T_x zk3{G4!&DI-g^|Pj{fpkYmRjwc+oArU>yV>ZX^z+1jd~d!@8G|OVr{Z11C!*IX~|}vvDTrE7our0RDTbt`t(?ZtqY*=HLj*?82{GGx#>XR&) zTAH}h9fB!CFg%|9E9++`z>y@oSe&nbOUZ+h-Et53e>q#_+uLefyu%1Tv*;6MxK~A% zu42(x|2Of$+v&HDhGWEo?60oHrrA+F*vwm)hd&PGGaRc;y40I1iM?3~dWlcNh<|BY z*L<~xKh`%_WKHLK{?^Kz@w?u z@aYMM+(}8s-i2nCG7w0O)Kt5E4|mJbW0%&|Nt!j?dG^uI@lv!)eSs~k_MJ~pAaz!% zE;N4feC@@fq0Z>w{h5xYy6h4xA4{`W+wRAyWX`}4?h zEKYVHf9kd;v+fiaG-ab#dC-mQH;?vbv0?H;o&?baeCZGtN(K0nV0#yjZpw=HV@W0K zU5e?$;J-}-pT$!~I-cB7N9z9;J?43OXI8FdtOLdFNi4jFo!@cnW;RGRzjo}i9{P0( zJmvwG8!h%P648>ks*cym&6&Cbd1~~MS><@qFIg$GUpdtZbLE~V_1QaF%^ccUt5Yz# zrkGcQ71!cpa#=jgQr~L5RD{|?!&dxf7yn5P>7QwSw%^9C+waBp##mSyhnhmKqR~?C zJbQ+_>vI7{-a(2yC-~WzsR4GMUQ6<{iAJBR#r;^8opt-ey9W#A-d9PHD|5mhtaTHc zO)`GsLl0iIfK0E6A>(0E7luW}r>#c)mDG9K-3cGw6q|aO&kI52Co=z|pSx-C2TZoX z_*0TrH|D+OzWc?MUE<#s{bm2*`Iys{K4tmpGQ4?JG|JPx|9Ei&oa<_&(q0ee1JAHq zvWe$vzAq;4yNPh6{wuxtQj=87D}az{vd|6XQ#@nUx%)zllpaMw5G)ljDOqzb9u>B$Ug_Q zEf7C~-(RQ2l~6BA_Rjjrou<9mHpbD**zGy7p>@Ogq} zFJs)*SX9gm&=B8lqgU>N&Jfe`Z2J~7NCp4n@!iFRqv_EDMSZ1Tu&=uoC-9z(=AVT+R|XMBW*Az->b*)mF!Gzsn65~T2pX^c|C;xG1`~dU6+<4 zA@Z(X-o}GE(702CF9PoY;z+J#p5=R4!E_IMy~n$X>OJce_W0YM&0aD7RT!7NT4!U< zI&(%X+E?X+hu}jyc&8R_c6aTjXQKIEJm)@Vo==wpSUTTM&S8}%WZH@&r?T~8XO1&N z^@sA~yt5J{cltY-H~b9gpNy95iQhRVE5mC*Yp^(we0`lrUJ2^ejC430Q+wtNyr>7M z-2H7y{#DTVk~FPI*^eCt^MKUDNN$t^*{K!&7x($QSbdF1o2r8YV4gLoi+K8CQRFB6 zo{E`gLavn_u4B_bSgExZd&u999pmG3y*r8Dw8Gw|KF?0c-*7Hf2*=U>J7@fAv~8?i z8w%a=Hg~E=!}wDDTyMT=jZ8*VY#7fR|!*+AwSiDt~B-(8ve^8C$iT_I1e;# z6WY9{?bmpgm3qn7TN4Wh8*hi#ZE<}ug!BD3chHYB#_@cn3-msQ)JPUh-J0Ba`b0GO zgg-9Eh0%KbhV80(HJ8t)I(ZQ`7-y6d^pSNAsU@7u@~30xy*SoWfAw&(2NvaN;5&Rh zS;^05(X5(Thv}(dmaF8{?7AEF_j?_W9S^$`;dYjucAJF`F$X5w+d92gLv|ds<>KN=z?c1Zp#?ksrwu{khvK;D5MU$){?u%EfKE|ShoY|MJSEa!^jQJAcJI#+>cwTMiR}>TS zM7tsh7O-fZ!Q7$M^`gv+^tnqvmx)~)q4>0T(jJR47v8}(zv_J$tAFpDYebOc(3^ur zC$sLiF#C_bx9fMePyWN@vc~+3rQXuZL2NRT?NS#qbz5ulrv@zeAg0{K+XokX6H0B8 z7LF_t-HxZ_om!j$lVlU^>-e)+@&{cGq2<>Qd=`R_@vB+|oSkOIxfu_?|xyMnB-e!z`3+4ijjUXL!yleHVCKsl?`kEYSBym={>eBjko zZQpd=G67n<9k0cP)qSg|Mw1nEttqY~Q`>f*?!%C*dP^0z%KY;wHXKW$iqLo*0(-@h z+{e$F*iH0U2BYox@&wLbDe`P%mG@zmD$h;WrUZ-%!~FxFH-lSUSaoO5jc{xN*PT$T zK>oLR#4Noh<4qUx?I*f5#euWLo2#N$}B1jq91AbIxk{irD(rt0$?9G-*^GjZlG7=BIa zt9<&1etvP}a#136pMQ7sb22?ZhbQr337Kn%3@t>8WV@Jb{=SiSKId=t=N|x_7G}?( z+HR!j<=8Zt44wG@Ib?p)74>x9lzQKN>2wlL9uBQ3beYN)hmoxwK7LR78YFzmmGpI_ z-%E#lOBx50#*jKjoZZI9MvKbH4LUu{=yG~*jB;Z(tq^{hG_b5k2=Ar?=>iN<6~F1M^<_>+Yn6q9DMz$|h<%x~ZJt|-=I z@6}o|Bziuf-Sb9F-ox`S={2lRzUl0F{}tbFCQ~xKr`}nAzVoD#WYbrbpUfu?@01yWzR#R z)payVmf8kl>Qo4~HC8Ir<~x5`*2wOtH}&0IAG^ek@vJ=8C(~(jpwBP!>LK&>OpHm^ z^xO5AN)Nkvz;D=-dd$fbyM}g)pp$0>7x=t08)a`<)_WwI?F6>}m`%?yMs^NXfzT7; zOI@@xUvEsdssH#dB?I>Gg9aN^QA0w4=(4sNS-F1N9s4>(Ln5~XkKpEkB931xsodG{KSvkoBGY){{4fqGcWP{dy?(=jP^dfzo(Y75?v z*9~aXn4N~}xiQw&hf`_qI#p7Bma)3 z*=`eF*aaVRwZ4@X&Jz!ghfEhf(1|r_G2$tn3 zS8~#fHD-1)_JL(H_Dp@F)KMs|msjwhDlBiOX@7I;5n|)7Bx$6tWFWtZ{?q)np?y8p zIfV5WIQus}b!GQ)5X>Ii17Me2hIO3TSYIVral7-Um~Z|eYdew^$DgCjrN?9GiDc_X z$J}fCgI8Zi!c};d^$q1*EnUv*`?JhcSd5{|IqZ^(vPU_qtnWDcaP2~RA6fAIqJ=)U zi3W>|^9*|xA@M)_xGY=FWs{E1J%R?gOZkO1TeXKsf=4#-<@AXTN4A3NF2 zQx9T3t^eSuFPRsT!RR>}CuhM*yt|tuYxwf-B+c64#Fb8@e@2UKY?3TqkMQsz@YzMb zYYNc2o?kuUlVopAZjofxUx?p*NM2blcZeU&MT}FOc_IC?_hlH49YMC4ESUIxDBb({ zw5?B%()ueiNS?waSL0Z=PTiU0r1=2Xdiq;TyJU*{Lc9L@zY>3vQ*07mPo~K%M~7q%-jEG|}N4$jyYqPuPE$s5(Y($!9;9){pU>H$}Lt2(C=Vd%fSF-&6Bs0Z*~6Bz#u%F93hh5*Or^;!q#DFh$u^cJ zh3CNWYQEB!UQ3;Ovva4piaJQoS?QS^>Dlkmo_3`~q-1~3`tJ#3?`FKL6FeIivPP{i ztrCk)Ci$c6{g8N=J29=vIfaJ}A#3u-K8G6@kmY8!8tvx{NREI?Bfiy!hFKTBjP4)c z`)(G_>YL;U_(89=+2B|2AAm(xAe1rgnY2mH+1^I^9xD6u`{mjli$BlOBbB$yb~F2Buj*?o)YE96;9~9~{fTey z!>fi@*;8E4^<(nZ{7%x#$ndMV>?TsQ!MWrLvy-2ppbB7S#y#nh>e_| zr@vX7f2sb1o%*>^YdIvuKOw-AHCHohW zN$xEXa2|9r*Cw~!FEl&bIazbD2;&V~Ms|Q@awj)$lh@K;}a?m5H;@@kerfBraSpVz<-d3C?-m zZ|ZAxaDDj(Is5U=?WRiud}-1<}x;JAm&}q&h#HEL>Y#acVr=wz(hiWOa8HPM(Kvd>+x zO`V6VFC7WD8@0*qu)+lqVJp-+;lc%&lgypnMS(A%Z~zGw>t|EJb$3a!Y{B(`xO;?% z-5Qru*XTl?@|&5j2F%~kd+NMB4Dny#b0cZ9^QVF%PntVU!RRi$J-H(m^ONuBo9}xy z_)YGzo}!;*v0Kf8UCkH&;^E2ImfZKBi5A`U`5LYk#lI0+9Lq2280lar6xL(*Yj2|Q zcJsqi#wriJ!cb1uwgxQy5$63z*Hp;(o^NISQu3~LfkRhUNJr`YD{=2fR&4`|L$x@a z4*m7f*DUcCjPKH-u$E^#e-=M%O`6r_vfR7)uOJ$fF~V3rdz;9VOh}hue>0z4qjgtu zpXONV%w!i%?zXKa-K%^gYa@3!V+%xz@ryOAR0OyF)k6=6E+k>{d*!Z0DvS)q;XBO` z>#?~4ezg@b-rzyS$$b%PWG7Ky{O<|zPehJwu>6aztJx%XAxdHXXZlW-h&uZ2>XTQ^ znLn8A=D??v*=>=}lHa!zRI=mYG}sK#_leli**QP*_A^M8J*hQBvqyMbvdtuKXliBM ziLLkI(z|*}#rbnsId|YM)AD6}eVO-k$G_A8%(~SF$+U=kpO`_CfxTA2yk3G_L-hEr zo?h2aCpMo1ojlhbVlJA>O8@EoSonR$R@=mmf3)r=+MlU)R`(p`YUnK1YlQb3NO&Ci z-ZEP9W&MZ6Q=K)TU?xZv;zw{lD?JyRMUtPt67NX1@~7DOX(-PoO;(5(;`K9}nUz8_ z=`hK+jW^kEYe9TS{-UyGsbsD?O0<~e{N-XsGg1WQFG+N*$n`UZB){kd?3F#1shH81 z&TWSz<&oDBOu9$+Fu^Y)Rg^UKnwP*5AROUTroJR9M$)95GSZ|*R@ z59Lv2`BY_JV}#FL@$SU8nyxrjdesk~FJQ;UkbeWm5`(Y6*oyEThvjFJHLE0YZ#!|I zJqePv?qSw_65dT6+o0EbAa$K+nVomLur_P&lfOS%o~E$-V%EFAfK4YmBb5g)qyOKy zo*Jry=~~Em%dj|iY@dgJ13b*#tK4J#oUFP29LghlK%)_6z6!_erJm#1K)rkf?bIH9 zkLDX#>rrjy^3^kV=TCl8pSC&c5774#7P=W414WB&;!t+KeC0Z33Ge$}B-o+1U+DQX zJ0vIEAhzG*8Y>u^YGMVxn4|3KHGbsHx{~|LhmFqN$kBD zy0@`jKRUMJ@%z#9JN@5l#M8yVO}I3f|IRU9Vr8CNZDrjG7@N8`iTLH9(u%b0c=kiA zG8Du1=Q*8lHqT>vl6?d`UWRUJGiQy^P_lHwj!iTj=F{^;kWJ#$6D+k3i@V`$cK9X( zT2}sVc4k8iOt$!^v1b(4zQrCrpmB&#|L~J%>AAw5?A4#5RqDi_g?(j3$iIy6yib#> zxU~1TW6aCqV_R~LgwmT(zRJ8@QFO~4)YLfGK#o)^SmnC12ATiWV-daeV2N3dzRV}G z5+gO2vd8K}4EYU<+q%{{1q= zNS2E2S=ao!(JrIi@kY7GTzWpsJ?^f|D6#QOk+v0o$eoC+|H=yLul4?!7;z2V2J@Hd ztn`AO_K_{mz&`W(EI$odvbva>98r7en%cS98}v3tCy&GuQD6+eI}97Mmua8lLtx#L zgfC;>-#ED!-dkXur-BEF*srs7zJ(@}(mHHA4->MYb0i5GKx8zD8+f-*bWU#PrdV?g z93D5)2s6gpSpS4bxr}yO^za{x%*4{>FwS1oA8_R>j5)xF4W0dgcOBt7Os}trR;$F4 zPg_Vclz-(8%9$*k%4nVRvyIkGw0vB=dq@wrvT=L3b!U;|^t=uVFVf>>K6@<& zwBb8z;qm9x}U!FNx#XFCOA45?r+llZMMH2E<3cjip7uTs};q@Tg=!U z#hzMvTSWI%I!aFOy;=`-jrkr=tAU5BV9*qck_BZxhP7~RvIvf2>8qiU{THbdF$_*w zxBov3-3jX^ESo1esT}r@etz6=_>!{ENi-<6`=k4C!F zRYogb^Cu=|^~ESNM=Cv>UoeM!LY@(G6*!7IBe`PN`gEVj@e!1>L--xumDT#Au={T|&YrcNGtMu(Ais$v7ie3I z?Hfb;5p&A%JYYFbS;x2kB17&2RW?!ujA}rhBSoo)w7Z1WQm^(k{VyWZ9T>C9`!3|# zLWiv7tR!Ytq*XPRXoZ!T-BaJZ1izRiHXMi@xwH5cFYAQs%Up?E#dm)2dK%=ja_DrH zI*o;!k|Z_h$3wja_WzI8j~HVH96PZ`Z%nxn-mSIB6X`;{bXsX8ccha&~Bq z(sq!uf5(%1cxf7Dzr1$Zn`+QbK)UJoaPn(xgHSiQ3*nw1!)4jY=r?5!!^rSZ0 z#cYu$aeI8;nk~kX=X{bRZ%c7Jj<(si^dc{Rz|lw9A=S0F@`m9e`yM{NUA)ZB$kj%z z#6qk6o(u2NqSimS^)z1Oj=@~4dx5rpvBOJZdo!q=>ZS<%X2fyk@$?BtJ=D00hZ)K%nxY~+^E_D1Be)PDpcKGZ; zQf-3%m-wA4fDQQFR!r{BI**xw9-!|G`fi0%IWt7Nf@^@DeCRY5OSbObByECk4~k<4 z;`XO7Xd!+TV~1}@b_);w8UCqev>9eCjeabCmonbdIF{-$&x`Mspr1?w$^4P*{)xf; z_}w_YoQw0dS*Ei1vI}OT#mKBT{nJPfKqm3^ecC?g{ikAOdw!KWT*;{Uke-smzOpEg zZ_H=;Jm1zXpv_v6lx3UsWUuYhfjE)p0RQpzx``k_12Ip7c`6x_s7od!Ikt({U z@P`pNa-{wbg4?f<`y8ro>-`U799zKUe8X>PE*Z`HN5ZNH+|I=38hFr`=E>TejPdK8 z+09sAilnpoMEr4oqg+C^f5g_eaHRM9xH0~}!^*dLSKcTO z)BR;UFAAHw1#{|P|L-RGm!ztv*JL`r*cEQ_z5Zo3*-?PfB8ZL^HHJAqx$zD$=2m@{ zb49t5A0`)61DX#MkFTX;X}ro_(4q8ti8OEEbUlo@ROGz_7TLWwi~PCw+{pWjM9l1q z?C$k#WV;`OuJmcHb^aDto+nxEELSGiW|*f=#7}xlow4NpsO$A_u672pWg|V`z)H3F zUmqyuiQxc8x;rcRepl#!GG9EGZ@z?$SpoGPsau-S8e`0IdKMF(vv+1Ul$VJ;uk+DF z*3@GA#O(f}{)%e94~w!(Gr3;Nk#ZMJ3X|y@*d=f4Ksx_|mq$2$4bR9LlCRmb6Yc({ zLsm1L%Nqw_#94k1z}>8u--8W(u;3|tIMV2Mn{g^*Sra@zn@mTs-E?g#^6O-#OkVc^ zG=HBIyRjtsrmxrQRydrhT_x;ICaUMK|0l-}E|}-8pm&}vrYhi2QceA-Ce;UN*~>)J#k~*tp47@rRz4xe}PoBHf)+mxX(ir8HSTr9-md z^@3dL+x-UXvq?FX{gS2d6p`atS01TYU4pC)*=au3bTR6QuJ@)pGDxqf^|alHm7p{g zf5y2MNFCO8`c1BvL)hv7)~oB?ry@;7Ey{??$6{mZuQn4o{=||Nj#U=fP8J>4Il7%* zxe`rP-sa9(W3&??k$F1V;Ja&ky8g3nwWZM)(%>zu>4{%&i4e)KS{fso=(oOD*wE)K zX>c`W%%)@3K;(N=?pWk1Vxdoy`{e?DlIO4c_)SA||1_BX4cQOi`47)8;qQ--xQza8GfNDp4DYpiyIcRS>ETsYc%My^ zJuTm-W;mX_UX3s!>tuSvAp3liyLgz`k=*bz3*ue{)<|vNv&GQV5x$$9t`Je`iknOL zMpjkdMdQEewvrFL4)auvC|fWGz3){q=NC0wG;qA8IMIX5@zI9He3x%$oy@&#G8m7( z6N^^xx>bHRv;Uziupb})Sl?N*bcLvSIRxpJ4#~=qI{a{|zDtO7?L?r3 z*z%G{zmJS3vDMYMu|YgaCbaAEr$39Qn(lh&JPDo0cz7+yCAZdVUMwcbzeT=V@@PCJKlXGW~Yo}bhX3uVN{hr8rrO4PC zpL*iVkI<{9b!nE!Guxda=z5*8fyl3i`g#XPFADB7F%)q_c@6_zAH3rCM4;o-dWZvOreG_!MX zm0lb3kJJen47&py%l(t?@Y(^<+<%;c!P$fKJVrDm?XlY3V*Dfgu5?~jn{0$y_DWO} zXHxs_N_wW^^g73?^NY@G^eDNqYw~b7oq@xfacGlhS)Y6t^7e{eP4n%z961Y%^~>3# zFLs>?lj?dJBlhjn(+So|=1(#84oo{6SF8HF*g0P~`Vy3j<5*Tk z*CN%G1>SW5ZVbS|U)Xb|=rj|;m06-To@B>LS!|iY?;5judz`<~`Q0(}J#2cNoZ;J* zv>U^d_t(q0xcU`;=ptsl?vo-kd{DdOX>5)G(;##Z-)zZdyGY%HZEhDClAHAsa(~DJ zlI5j6sb=Cxu03;q?t1OVlDH7>*-e%~v{}X$xo29$NEgHAT7LT;ri>-uBIsrHLRn)C zH{TS4RZr~erTrN3HzO|eTgHNEFU7J~hIgh?uajrAYmEfnz4|NT!M~R-7>#>kgI*E@v z9h>2^$9PNbEMMpNanQOJcSqq=OJ_cWjj4Wq9;wzF>j(VG&hS)n`;+~LiffZ0I2Y%R zCsQ*V+$Z)tWt^8_H=Ryh#Ec!H>_e`%9wotl&VI#tSrK(9$%fN5S$@u^>HXyXpV6|X z^*$Qjz=lWR;d!*m3a{Q|NCkrJnA_0V$3f+JzBkL6{f#>Z_AhEvOVki&zr~l2$hXLxlpMunN%SP{{-M`%ouBIP2azIdIgv$=rss1o&TLtjJlQv}jTDt& zoXU(Rk|cT9uII_sX?%k-H}kP?Xz``F=@#Der(@X1j&r*>(s|0cvCK(%&lkj$!y+WFs z#g)wJtKoL4K7Yfgp0GcPMMmhS23@w`_h2$Khi`Y5o==Yx>3cuKUWI=NI%myP7mO)R z?ztrUg>K0JRnb|Gh=!lj;v{i7d8Jp;JWpWGhu{Gup9$CM{PkuQ&J*n1!@LUuJ!zZ# zK7+M5lPqgQs}aynUcDRGK2P$WWX-$w2S|HWU|w zE-Q!`sU(oStfygUSutcQYm}i&A2!Vn;b%!(QDo_0#IwAb&PS8S{UH4N3RWd~L02}q ziFPBLKg>M0kUv&)?iNTkTs&cx(%`N03*$?+8b$eM{i z@VOz6{!MhPPwxkCA^HEZhj=|ZKL>+-@c)2^^k$E1>C;Ah+iaB482Th^FQe@ZF!+$9 zKk@B~*gTMA**P;qkMGbV`KM=UJweQ<<$om%$g}Mi^?hc6-_^psoBS@q^I!FueKdK} zo62%`z~R1v=onw?_fYm?47*p}oePo`*_6xoL5F(RF+!XSW|3*DL#}8-1sDaT_Ep-q{b4Bohem`ZgQ=F9w*j;(R zQds34$dArA+!go$Y`NQ6BSf>^=JYXS^O_P z5#A;1&8f!B6WTw#KaK6PS1}pAm$1O4Y_WknKkMaYapM+e9Dvie8GjY|)`&kH_)~U( zFNNndtoJn;qT?zkJ}Zi~Fvm8a;k)FV?58?bjG+A$P`ZzgZNc)^uE%qAvxlBt#H?}t zx5VzN3o!Z!`#xf$cF^oh??-%E*g3;l!%XR~<^5jJZ%sTwW&=_zOKb(Oh|pA8Z{meRPav9bfK z8l7@y_-p>$6Knd=={E?xR}kChvCL?Cwsl_i8RVL*46k~VRo`HZvCe9Rd+V?*nP7JE zfw63QhUk}PV=_jHP+ll_6{sp9G9}Dah=}p6i@%7TQc3YWw)&R zX@U`5T%}DHwSFdh>c6yQyOSNyH}uRuV|aPi?rzXNwRdxet})GnSv{Cv2lan3B&#r< zf!^WTCKqo7)|^N3>fT>Vzu(Qe*}HNIR8D8f|BRRY26gddpR^inZO}iPG;NI9 z44c+D^Isz`;p@w=X%DT2v)VSJA8LkeN{ihE9``6_XIEMiacDE2Z)diD+p9^g2zv00 z)N}Y=?8wuTRj_?@XceW!eekPJ{)^1Z`6hC#e)9e9EI7=e<7cd$JD2Cv zp)CJcDw^b3V1MTn;e&f!A?z~#L0E7rsmh6aud>vq{CkQ~zJS}MML85U)QbJh&6r@=6qE*5cpJFC{hx(@!^}e^^gDr-wy@j%S~t||@pxNbzu)oeXGva>y;ffz-;P5kYSkB3{a82mrSdeWjrjD5&su7g zSl65+Wiap|8ji;DbIcL_Y4^2wFaZw5cw#kD^zt|PWLJ~qXjX2{-=BfR2#lQ##ZU16 zQ*&r1=Z<9iH?d=;zLIC4I0>#{?a3lu>a*--rJ=m51^F*0X;)}nM6NtFOE@HKaArcM;f7`9#MQ;boxKwrydOY z()COcFn7RDA^&XhO~bKNpef8t>fmlmS}uXs%MkdCKVHV7gZ!r2d3MUJVATPxA-co; zQrtcn%L?PgKQV0|!JvZilL2$As1VB(=QTq}Tif`5L-AaaCC^zOF*a*ovxlW58@);PWl%X0E<<2D zQ*XB$GgZW{pyjbRYoxKN@Q~Ilbfn0U)iCGjwH^EXPV$bBJwz{sFm$U~Et!T7 zBkc%stoQCsIM36|Iar$S3+2tod0Mbpl)IY!8`FCT)|JPn7LE+Wml@vmBSY#0mgoO@ zDxP^F`;OX^H}x`l(z&;Ia)-~K!i1`#TSI4l0pk(cW(~@P&Rcjm`ZY)#Y!3Ses~+RkZMAz^JQ^g%PIM)b99;4LuFiOt z4#@)hD)bjXpgxaZ%C_aqnyIVyBMWxIl#%@GMtv^wdW2(xo%6CNJ5g_?$(r4WS&utf z&uvKC0V~d?)i;>-cmZR7gxu5G=80T(L>&s5&*_kPptIiB;Avkxc>w-dW!x9ao%PZJ z#&!9|PBx#6k9UcoheC5U`8OIV)qe*%etUr@C)+@B@}!FDcnD`5dd9eqo>{#=NKeVe zei8(0I{zl#{18j;z_`;`cZPSj<3MsH-iNV$MUP(Q!|~p=7YTZ>^l^HrLW^DOmS-ZL zKx84Q2jO^Y;|vjh7CU;Lk+T1z1L^ugY$xpwhUjE`o9%T;i0{wa)?wMd{5};HmK*a& ze;cyghXwOUt}!3y2dEbhTaFpSkA-u>F+ZZO2v=0kV?*^igd_|EJ!fqTTJb-XKU0E=V8 zZp`n%CL7s(vulXtYd9Kzx`|`O+2az@P8DZUTQ}L9w(#1Ge*ZA$enuUubs=#hEv_Na z(Z=oQZ-3`k;c3tE#U1pl!vk_px;+U~K_mB+8bRwzJ&wZVO`>G7PacLBdCu`b0Sk9J z|6%rQ=zpR>>Ys&Ud!hEPaVzqk$MsnV1Ddk`7Nb5zivFx!UfX44NrjvQ5Yo0d>j-5gJUqte&*z9;m8pAhF{5~m=^f2~m#WGjp z!p%J8G1n0T{A^|aTcJ{etjp`dR;;#fTE81Z7VPi7kb2VU}r@ejk5 zawJavi5f82P2W10P=jZLi@o*rEQv4in`%O9q1+rJ{vz9Y(V-^$-=NKOs7)&PEyX_F zNL1SxFT18lzUmPWc~%S>M5hVj$DN{4R-xVGjM}6uPN&!DcP{y6`Rs#&?+pteJJUS! znVB)`PL`U{MzKxu_s%3uF?c_W#q*4i>N)eos*;_0FI_>j*s|IYV%2!tAXz1J*!Gt5>Q^sk`Be9C-j+&;SJfpqX_VS zbrHkA_aL;F_jkhC!@bTryr=Yd$^XAXdPzjQ4)anal*Qc zML2z|*=sWd^USOGu|dH$h=6tX4xeGu1OBdZ>WAdG@f1#{c=> zmA7qkv@a`vBHliS`|Tk!1DZdQVMD<+$M3M{#j`tzlM4!Fl`XW%y2Y7Wlo|8$xn+3|arnrm0=e}Tr0tUYgg!1U54o!w{VBYN3Q;?q~?V<3MTjS0_T#BiR}*yk(w zdG69La&9jizQk;^nq1}C{!bp%k5#KfYNUu#ik{VIpS394aWd5iuF+5G_U2j9$Luzg zrhVA_2t6N1%D?$#M}B@0_N~S0C!y4f*SrPEuSJ&it?=$$nt*^y8V7VYrAgTHr+ z+4GG0J@)*~dfAPUJ7fmkj;s+7mLl&vm|dzQ5UY8eEeXBj0jL<3{rFrw(AA&EKc@LySFI6ia^9D(21X zn|OgF<@ii>wtfct&eTt5{pDWGeQebNf{(I#Tc4zIOE0Z{V1wgWEjj#-#NH;}Pt&4; zk!wS~5u8%7dNM&49GY3m$3dgpB`uC%3i9g`FNzdhKJQ6 zP3}G>J3(p{R>a)x&Q5OkFT|(ZCF}?5)Z+OG<^k#)*KKQcW zYGs!g^^f))jF&324QTk2eo_rOcU87)nT%`CVDvw(+Z)5`a7^4+VBdzK(DSg^4Bf=k zm(9mF^OgJAc{YqY!Ehif>(cQHoPElybb=95+qJeB5`SCIioIMPr<&c}WnU03}X8hte@Sq+253k30YBH2142AzK$ljA6$}6vLils13F@M zZ+Kn^&F3Lknir2?*Ie~JOWraf?b9@UgYW)dhRf=>oH_bVTCSw)8~8AYPWcYroIZ1S z*>5=8h38(x+mhXCg!VtvWmrL^Z-nb-)3`GoFTmgIO~|}e8ODE*ySsStHoy3n?Jn}Z zBi-A=wjGZ-5JT#k_wHcX+Wc&p&mZ-7E=H~)_f`H5F;*?ojKj25^n3z79~&XHn&)EC zS-d7ssET7)E7C8~`bM_@hDOOswt@AZ=66+j@y|He*pXo8eqy2pDq)bThTK47w>_19~w?I-ag3Q%L50BPv`iX=O2~nJ=Wjx^r;|9yl=+L zcmG##YXH60(Rzuq+Va!*W?`6~1D8so>qv4f^}mf#lGAe;ORNE_G@n?N!vusDlmQtPx|tet00>l7+;ZOA+ODPgH(vgN~z=u-pMX6h;6r%x~eOZ zrDEytbm+=&_G$GM+hl*kBkX;!5r>;o{x92RY7+j%qK}Z^TyjkFy{UvxKX#?m8kbXH zJNc8()aP03)Yb3*Jy$=5j1w{MaN4#bRUa&!1<^VM@iwIhlBDkIZ#eTiD>ooj z^0Bou?xQgMmSyU(#Ptx$YR#o=H=oycFn%%2Sc<1Lp`Pb)sbVyiZNAl}D{n|Pq$A;VluP0nCoUg?vMPoAlWQ*_7>SK)e}*a-Cg_SM`DZJ(zYYzF#ZRuI)@J>2lRPHe4Vr{Am5%&t?}nw zHhQ15owYibG+F!cB}bXx~wPukwK8gFHa5_xSrgEO&UFyKw#a z%x93zUZNWzex*K6@c&QjC`{|6&Yt4+>A2J1H;yx5Qj0D_@#X}v=?PaLQ?Q{in=HlO zqv?>UIn!Y_&q&wPbReC3JL^Z@vyME&;II!%I*_V7-9GkeE>^xs<|29=PQ&6XpY~Uf zs|ow<5qWy(>3rv%Lx=7By)rF_kfShrzQ_}k{k<2yEx?7BVKkE5?`ZWA-(Sw!`EGkB z&dkA=i6luTz_Oz29dzo#{^iJdB_AKf3tL0~4H(VR+p$J|(Hy$K|25+KTH0K}52x~x zk)q#XF=VlR=X>2-Uo&9Q%d1^x{2EyBr&*~4t9;K#e}QCKR}Gu_?OpV#3W@dfxz8+p z1G)ZX;dZQe5H3}NYSuk%G=yi39r?05}XZgRb_haWb=%dG|9g0hSLO;Pn-$nDd5 zJ7y#c?W@M`DS8aW_1qPG4H|iVTpj`+W6&xQ=oV7uO8iTr_$-(9h+gZvEkS&u!F z_NnqZ-I%F%GnyY~m0z+<_i-dSVqf(7Dp=jE<^DW(A3k12vNjl(tTscivM>#+VpT~! z<@wcm{7h!w=gm^djd399*ZMgTcE91$K4+Z?h3pc|v#>p4&JYs5hXe0G@nyEE!-jvc zN$v)XGIDwGtE0GHkJqd+QeQLAE^MC9+IQ3USvvM~bO0Gfz~V=Jd_cZ-xY(KB)D>&0 z8LbI^*A)8}v(l4voQ0?V;?NZ|x=n9OjhdAQ<9J$f3pQr8k}&*+y$)uRk7!WU=ZOgC z)9eALHNvw##_o*$$&dXJN#4?bat~xb&|%JbgAV`l^IN?7fb4fbF}W5Va`r+9f5t~f z>gO9#e~!7M9}R9c;$!q5UJ#p)C4KT=B}-IS{a?i1$+T2LG}>tF$7 zhFLr-yX05XD*2DUqT_h>dJn@NgLP*9xyDRP{?>d^2FJHUCo6ycW&bf^!g*rUb?`dd z(c}#(PM;Exnu)uKo!9%kqrT@uz8n;@yLO1SdHNSGS;1xnN{3bSkStm=MVP`6JRa`zaACRLE)&D@RNz=R9)eS;VEUR*vkM_> z5yq1|_vk0U>0nmOOqlDqagH7Xx!lwF(?~OU$rpIo7K)>B_DXtgVY5dt?{es_C+|VD zDB|2l*zgia*1_HEv=}YoZFc5axOW1%`swXbW2UBWp0Os=%1gYVqq*d1k?2RB-NqQr zSnwvJ{Ho23{@22US^94T_nIO_o?u6}$8co@tXqgglSw>*)rZnJ`9K@f7+b;4tHIVN?BQLagZqVC?<@hV`@(B@0xua|2x8*b1$YefqrsH57Y7xJq{(5a-?-rDaW^K#tm&X%8Q z(~E6hBH?S~yg`rW(c@{KoI$!f`TbzMKS1B)>pleQbA??=i=yQC3l^`i&NVbWiiF2G zFS%GA#Qfvf;BLIg`h$;Q^`U+$u-_^SYC_fxJnR9;U*#HO7WUu5-?sCmZE$WZmNq5H z8{*VqP#u6DsXy~JT^boDwX&||6>qXuX6TIt@@|Cad*a0pV%i`&4usbT5p*lP=IU)4 z^t0YQ)nl@oVinof@slRz@>DR*Uhbk;RgA7Xak4PUvRmRhSD~L8WfQ&1dpDDhBtO(} zdS}N)1)u*6ljL&AYVluan`*f4^0kh#AZ`c~ALFyA-iW~3HZGf0Q0`|%7UV=WK(&Ki>EE0o` z!j!CKIf7IVkz@{pE@0!@^nF)9zw7ZWk*z0mvJP+_OglrP4NG+q9SURB;cQx;ew(zZ zM81jsk7l2&@JVHpWC=NhKic5z-~GER|p0;^WyhvlkBz z!jN~_xCd$1i)I^X-$$&NtH7zEZ#aF{3#NTGHlXf4^hLNzi%R2(yj)jQEuMuf2ToA)dcZpHIlzoZjcr zWF4Cp7nRS$@nqXyW!yh-C3m>SkZ>8@c8EQ>oA(8Yrs*}TD?z`DA#(=pl8L=C&66*y z6<^36_T*qpR?zqH>?c-P!y+~HQxXII#fTro?>y^#ik~cmdGaSr^ZrOzim4%ZK8B?B z_2FLa^7msXWxZl=XSZjYM@f7FK2?HWYoFzwR!0(?V5A2~JVt*l$ybQy{YvHu5NuDH zi+N=B-CWH}#L!)LreQWmGg;TTn(+1erfa*75<$djgln6ih=t)aRC z`(4;%a4NBd!Hy^FnO zL$42H%8@v=D!!)AUaZbNvj=!|{AE53+L_HC@pC!r_u~Dh(_)H9wa2H;$<&C)-V2Sr z_&K>?)_#XAI~%zJO^VZ?E8LS!X%vJP=>0RT4iiE0EdFgaTduG6#(W=dj>OfQ3;eGz zZ_b*hQm)CWYBzxoHKOGQxR`a9r||65D1C@`e*(`!&QG0@T{wEFaeA;bmtZ@ z;$>{_Wm`e+Xo*o=&n}BKBAw^n|FE3>sY>>FV6%#<&_|=Ru@_Ic6x&{;y!( ze~J7(oW08o*@BPdo_c1QtI1tmJew;POvSwpe7-YTa@VD*GoR&=NAc9>Tw~Q1Gaoeb zO!IpI-7hhFoyPNa(z6>@)f1W8V8eH!=sHN{dGKS{cN6;`;q2t|&hC|?eSU@G`EHd} z4yW?!)mjh5=OR$OldaBxPrmPc%fi!LPyWLHQVaA+67Io{BVW4t%OX|9oS92Jx*p{+O}$ zhgjC2)}YDJ^qK&HX+|AP&O#)7nw_#j<^?@G=99l+I!1qQ>+MrE%Qw>LVtixrL%NbZSPv zB6L2L=ch)(|NLaX@}2mTO4xH?wnU4i+W+HyTROf@hcoyGC z=DWj4*+)MYlQnr<3qf=oG>#)tN23p7uk1NV4T3oZR!mm-8{zSJ!F*rEtG4{(aa<`! z&q8|Y#5eC0{}RK$5_$dyyY1$-EAXxuth>RdH+>Iaj~CeCsDf|C$#HTjOfDd8u9Clo z{nPkg%d7O>MU?G~t@}f9r&!R96vtq9dAOe8+&p93>(h}mYOmLV7 z4F&PNvB+4HFK5;9TR49b1YhU1XTo_IKJD-4P7;p9jT>?M4-t2bcI~xjOzR5d`^E3K ztXvYazBboZ_xrt=6W`mP{@v-;53-*ZaPKsALDvnzS#pxf!GOl5DQe zD~m<#^_ew`6-CN=;zTN27w3^*U~o@yct5S~H7B+-TGmpZBCfB4$)oI_{Y4AOy%uXa ziz7F}zZy-h)$3nyFD?FzhFf(b{zJ<}Jnl%Jw}N2y)@1d3RshuJ$;p?LTrTh6!%h<4 zBYN(oRVqsUruFx<|HK$m`OLpqo)vR7wKq~kNWQiKuAoyp=2m^ahP$mv^CpkY z+MaGuTn5*xv|IzX&i+oqpu0uoVep&k?0OiwNc1`o3N;8w)0v6VD>4Q|)dU^;x>BS{_BzSC%(^?x}Js7sUNte?wEQ!)B&l4i%ua9)*~+u517 z(fOH+*U-!AJL;*|ntIv6K9A8Xby>gH_YA1df%_7=<+=L- zbf1L_&%x>>tQkbB-n?f3mVYg}B)|Cs=FJ)`|Dy3f#o{}?&mD#5j8|K`7tEtm_3;ax zpMmt7BHe6qb>mT8@akL=l`wKIZN|~&L$a==hjo~BxnJl z+~eyCuM^>QI@I&D^klKW1x<6s+y)m8r^!la&-4Cr=TyVa2G01G?!!dv!tD75nH!p^ zN|{Bgv)_2k&-bh`#_h{qufSxXo`;h17*b^I#^2&hGDaSZ#Wl&B41nk3c`{tR%Yv(E zb{}kW&-y4)pfuE1&}XRevc_qX{*(D=IXm48jmP1+7>>V*T6H10!neo!jdw9GsI1o; zSgH~$_2C1_dz4IyrA5FhxORm8KF6L^mRd`$&)F$8x95>Mm9$U9u@C81Ppn$Rwqf~I zEOnbPJMqgrvtNZ1AF{;#P|7#cyV$O^e*433yaBAXs^9Dq8wuS< z#Ff->OOA}z`b&27Nmz9x57>zl**nt!F7-+OwJ~Ibb}Cf5`UYl$bRU|!e!e}I`Z z)uAe}cMlqWik~IL{Vq_Ni{bTII(ZeEk)$owoDcE6B+5ON-|_e={cMIpNgAb&^c=6> zgYqucC}b{J%Hng$c&u}_`z*B|KVkXo4(Y~AUl)Novv9r_Wkp`9MlK|A6a9XR@71v2 zcCweJVKUU*gk{@d@h^}6o3!hllRE9oeL4ezsZ4f>*={3CeM81nqRx)io1E1eZo}yQ zE9viL?Q_|`F6;Egze+~A4}bcL0~7T8xpA^0b`8ug88;9V?AfB#4EV^I%^HasA@3zfP`;~ zO<8SIj3;%$`NXbgjC~;wIRI<+Vas=TlsX?nVVue>*%gyJ2`7;98fPW9!fj&2bL7l? zk(?jLL+BnpkzJiFNcuYo9>bZt>7FWH2f%JNTQzd#G+aHy@1bmeB@3qdM=|`rQB-=L ztnY~w`|Ga&P!eX}co|4$&(BR_+q*_74(lFz>8;n~nkmU^a`!a#1`4xyRw0$c zy2G?hMW+*>Gn37>L+w^xm0h6+lChdA()(zVdY`$Mv6W{IBf(~p=j!)7ugB}TAscUj z@hSA|OUC5=yPwC-^$j4^lanj=HDetQtJ1Eslbz`@n2sRDV#kw(`V}~gaP(Mg8l|t) zp1lauFB9j(&jkfu`3`@*T=dM|lRF`MnJe}F=J`Ij_=}%4V&BiMy(T$l6KsC;NwUJ` z>g5HT=|-QEdHp^yVjEd6_1g}MSF+_x*j5=ki(y*s#?^N2O8neHgYTSG#h4R$MD{Xg zPi`tRx5u6L{vS(s0=852wE>(+lnfOrAq`R*R75J7iV#ABkcdJ^GfK)(k)cRJQArch zq(Kr%NvWuWMp7~)sYHY8``z#VyIk+ylz#6a2o5cPFo9MM%8l`2H+4 z6B4Nm_zm8rKK6;m`j4m1A+cqJ(BCf#?uu|BITBk@@@ zJ*glHea_}tdvO|GE+O+I+?kDY2{k-!>i6is0LGXw_Fzbowe({#DM z|8jM*sFd~lCHAX_KO-<=8kY4DTVD|o9v59+(Zl!fo+@%Yj4KB_eg|JT1IO+qQ}R)~ zOsj{*lKWhj>LZC*`POtk|5`%J!^pjm1oz^_9A5YzMr5D=3Zot4>eLqa(bZoUcw#b$ z)F4e`jJr;(=t;hnEHE1;{j?be(+iE8RlQw#{|AtJT-3Q&Y%h&fduUu2CVArY20T{N zb_aah7Q~oT56t~|b3fPW?QvtBAR_((>)YwM+ep6}Gr1@m^SOa=8i5;!m<`6ULJOaJ z!L}rvKVgG6`0PJen-$Q%^SV^L*apGuE^2`5OT?Mvw`-#JbLsf7o|}prH$d__|5tMK zCDtemo5tqjBYc`gi*qn*GF&?veI>>%7Tw?0=W}$6AEc(kmuy*CJn8RDEk63BUTgEU z-t0Jwy-y;~WAvX6mnX=y)ji<%Buh?=ylw1)pQmYkCBI3=jHmQGoITb;w~!c++IWA` zCf~pxH!~*NH&2hMEN^d;!sxtl8L|!5H!`^66ZD`~*2uK{FX> zYMD?a8Vm20w7rP8A7=E1{-r+V5zd~8+qa2{g+%#n{=U>T;rAiz znY^l(yM8*au41D)|28v$19TT3i0J4zI7?PKWUB|g!#K&wLr_tB>It^m$C7Q zv@c1s3-BQM=bDnEK2*A}Omf_<^C@pp`uM$EBxpm1>}h$}@oS*jk;E_Y=d9YF$q$=z&@3b+VO;{=GEi%KM#K^J6n=fj)FiX=$9tbddOZ# zic~(C!^4sn?@9=krAxl`)~9LSj(sf_zK&^Y$=8LnsRtcKSJu~I`cJ*!qur$ zeFb~udF4+3Qq{XVKWQNL?tyG}4Nb?PSM*gzG`@t?SCP61nd{(Ac5^(&9$m%SHwhQw;zm~9 zzauTT(|TdkV6i@KR%CW!?xl zoywL^L$H*1kf+6O;a&wjoM`O6MxQ5Y)Q0OXG|#GpO``i<{;JPoQ_FWKEo<|Pv3fX2 z3`*9%&i-GCVfV4t7kFJs3_1eF$!7cuCgi>UpOD?k>ZM4KcbLPC-@(r&@w7S2XYk9^ zy-8$v4_oq!~NrR_Q;hX0vK&I*CSWdxVkiVfUZupLev=`Cez^ zUCIBanO6=KvG;-XVmA9#49fnqgXy0vI+IxOW|Ex^$7fjRI~>_&7JJiQ{qa9pZMV8^ zCmU549XF6BZ)8WaQ4cK^JA1Lek2K#U7g8_Lpcgs%@UwEbJ^=f&2Vj35^M<3zchQF) zOSP*cp3NlpJ#3ceqxn`dlZ}p})VEol0~WL8^{o!jbUHO5tR~8$jE;%zh2X-3+41JAQ$ zALHFOBwr{}edSE{w{LK_kmp4+w94F_%!8?#ut?9HwfIqAWodb<-YS#h1V{enEB}%@ z&rEyp+AjQY38tnxMe6QVVfo`}{3JFUW3GRPo~J`^oIcK=+Z6qOPp&-6o;n+y~ zJpcXK@&D*>fHCf4*9!j1JFD)Fb<_5w0uM@F^v^M35f&81mJ*^-stq*3pT@>+h^bf5 zZh!X4y~zC{T}7i$fI(K4?}lX^eSe3^*>jj(GoA3W7j2SVDB0FG^4aV&O#bulSZ5C2 z_TgW9#Eb#3_!^^^8X+|)4is@F!0jU*^ObgE_{&f9{@<>S5wM@_a|;|=@BCB|Z#PY6 zvGOtIlKLX#O&I^Mh>-X_kKg9L{wHH+6=q)u48W~}Svb!%UgPiKXIb`K2+1K@Zzza* zec9z1xR%pLSt!JR-_mdPA}4}B4xjM_K7O43H}aidjZhTR4${xP&KKv+rJ(SHX!(%y zhw+iK#oihs=2f`XR+o1JZ+X1`}i(*E~fXv`tL-k z)OW~Epv*px;6$=}CePFsV`XJhGG5=S^6zMSWfh4CsG zJ#*i8Ee(fbVId5Dht&0rIDyskeWtb8T#+PqvQ;y^Bm?7C>`rafiq2+FPb&7jrp*HK ztihpFAxo~$Lq(m5Y(L%oW;5q5p-ZZCH};eLhkIezh}FO2(_LAqAB!BV%|2%GfjGZj z|Jh@=m)8G6_T&O7_KIhNoOy^YkBXtCaq0?x?Zug5H2MRw$uX0++FeDA6+Cmy zch!~Vid3@8H;B|I+)JK%yuVZd*PF1`o9wg7mF3LC$%fLMwk@%16?6-^em>iNM8XXa zdX)B6aN-;PCqLEIta%dFmlG9w;C$BKOrh0(K7YX1$CEnWyR+NtasB6>ayS{b&~Kaw zoTq5dv*5|J_yfE0b|x7jlY_Yg@45vSMw9#w$CFQHxI6C`#KHS;{y;dDbUu1EfYlF> zPYvxW$@wSmEiQIlffH9iF!M}fw&}$e_rszeNj!uthGS?i{XEDIl7lF@7<2zrh1{tm zcN8s((>8mHTk3g`NIDOv?i5{WxH4}@zT{I6Kzu*m`zVCpCdW~v&bNg^m|E3%$pkkJ zVBYW+muxJU9E%-yvzL#2qSnwlX=u(?gFncUtMN|7e${`&Pko8F?w#}*eIWp*Zg`?4TRouJ^jtoH<08| zNY*TvH)iOq9aL)YyT?V>)HzLkh~LDqF)V%!4=;m-S=o7qUJK(^GH0*hyC0Kbrdjeh z@}3Hp)DW$L^{I-Rd&R!+YU2MDkY3G7$!C!r4X^4YwRPvQ!gl_44_-YEnf68xgHzF= z0ZZo1VlBQmjop&@bi7ZajklN%$!(A)DamXw(sj$=u)lH7q2&ea^B;d(56@#r_B-BX z_4aK>8-i=CNtXAu$;ecPq!;NqtM$LZtd@?|q}Ou#OxABt{jI~_6*zD@UfpAc{e>6* zj1A?nJbAwh(Rc_%vsY{~%=7Iq@0|X1-}kmCe+zkb(5nRB-^=)rtg%V9ynF zNS(m47_kmkpYina#=TxoSIQce<&Af_7JFU0gPzN< zbplVH>_`z7znukBaUhkp{)WORa(5#0BL&EP!&AzT;gW)=Q&U7Z&ipY|Tu9#Tb!0w+ z^`{kh{~7fCko3v6`wQ>uhikWr7$Y6&fjw{O_ddQf0ES0E=sfqQ?O8T&MK(chB3~YC zv`)sDSzzrvxjLDK&7ty#QF2#)3Aww#^B}Q1J1R2^rjl$AHh&tUw`2dG`pVk8taq*N zd|jL>s!bQ3Hwr68;M=d-&w^m;dK7iV_3V)xWck)u212J4#Ex|&cv=6cAClZT*Wp@! zEI5k&+SBPY_B+(^^F@tC(7S-VsW5UE))!`}?B#Au|J$H2N9*K?yOIa)#D|;BmKU;Q zJ&_{ol8-Xqlz`*{z5QU6RCUR_jPuy+9T+`I#+LkgHZCr}n&Zg%Iv)SVKT@4>CAP%_ zH_$nCu3NMJKE@u-Cdpgaj4tgVos7Q&MTJyi%}&$r==K$Rj%A%4V(Um&+{1$R8Zmo- zUU6+^ykoRKz?_siuFtYZ3qP%#$v)P%*{iR3Fpymriy^5{JA-6dE&iSJ{fw4fgZ0It z2e5wv?u1v#GclU?)Zjx6$Z)$64i^LZ8KGSPBS(r8eR%KD^sCGkosGB?PsSU2ASONo zi=#>QqrRr{n2*dfH(Ibsw&FAX74r>=9k^ zzUO~$&o6*ua-3}R|EW;A9v8Brs3?S%xb8i;l)%tIv@9zAc81vXG^#C{ruJzyEmB2! zUmP1k-*X(vF0^D#d!JpB-@B_gKN1HDu~s7A1K6HiEyMWG7vw%3SGr*6@7ksYY%2Sv zYS;{8)`VI;7!AVM#jN=$S!ZMDZ7>_E|=4vap+rr?yU zY{TiZzczVu(hxR{T-Qjn&NqWp2Dz2>Pa<7vGoD<4{U93LX@1Pw+>JcyDsn%ekF3Ex z$jq?D+?blwxyPwVmrL|~EqP8Bd6$yq2L8L0_fK0w0fSrc|*_%W?c%R$)#BSE!OR$*Yly1eLeN) zx7<&jp*H5Zt=K%ZO>blIQqJ$jz^sGa;i_cIdXr{1V&O?*X*F8S5v^MKl~W6~zvhX_ zxAFn26^8FOeB?{^&fe0;%+-}3&<<|Rc}(6Aq{eA6TIB6n>PBXFUiP?u!sm9fRxz!b zh?lP#E33m_GIA9xI+NZb%qH12mYO2j7f=u1lOeJm-6r7M%@8YuO-JB*a={kEhfi4P zFWmhx!m+iY_k(7I zH}qQq15U-58(?!TJ5Hg?;r`AW+`^(zR~oeC7jv+)HYr+&oP$|DnRBnlsWMuf%`<+` zwvULFI-{xMnHH9}OOb@mimsFl$s}?K}alOvk<=%0Q^K6DyB*rn~rkIuFhc)^Z&uf?0rVwDYo_%cKT1(Hd>9w<=1GQY%b$j z^I-Nl#C4ge*YeiltQ4#T=T{4?vL%9HPSJ$+)#;ykA~8Ft|0VhqU>njd)D zDjxO+pXxx5PgvkwoSM0Fe%s4@xFYB)~o4>7}@vKmkJjnu8f^R(tla3gYr-aF~wTSiZ5Cax! zRn@4?jBz}vZx+YKVRy1iR@Huone2RW48xZiElpNQoKo?8yt;&<~HmjS_ zA17@xc+N7j94NwFOsmCsy^fcq%I+rEj8k{R_*dZhgdT1U4}3%)jjLro^u7JSZ5UecX>?YYj(e`U7r21L*zPxPKy9kGdkuA>)$NH-d zO*WA5BYx7_)$7^zeOIP7TU+t(Yj;)cok>Q57O?A$ZCNLjyY1?%_AOaD>Lt0(9)#H~ z?7U20*;jlEonN8jUiv&lqZe3hJ-(d8kB;*HV5siFpgsj&++PHlp#2NvI-9T6(%Woj zvzxE8Ugq(~R?vA88J*5_9p`9m@q z#Fwg=Q6F@lF&KlhwqZUWABJZOSicAk{O+3m1y)bx!UM=Z+41es874bCs%ddPR4U3}V4pB+efgJ_g>GmnUs+26a4 z$CZa(3la{cb9T{RK)NIJm>8LRl~VYdH{@-|o##w9iK&+vYpE*-(y$KPPIABT49|PX zTyY{PP8Nr*FxDDJ`_lDx5$+!Tns3lu#hUE2Nj|`=nY|sS-rsz7mGeCh;--q|6HS2Vuy2Gm27X1Kt4}5z9sRcxKJKWskt?kT*EN)dvnWU`bl!JGZiiv_5{# zrtepx%QZ$X>aX0NBpb#g<9C8+R;x9p{Tw`8r>~bV@(TSWFXZofc;8%d&i{XF?t_gN z!K=5}d%IC?gu!TzXcA6Ju2&AUMb?|74Z|^wPRi8CUdH^YQv&G$d z*v^*QMUR2J;1hATJwMFa{AAN#>H5_L_l@&KuwHsxhQZHc&OOjNL*#mq#8-%eD+=#@7tr}2#y`nio(Z{o`! zo^Tv4j5bSTjqLj*Iu-Y}_+5l$iirT5T{RDKkBZaR^Oep89#r1-xj+35wxw9|Kpv2{ z4i~Xol5z98t?p& zmS4c4symFY*|8yic-`pPw^ot#rLZ*&UXDSr$_E%^R|B$jecOu;yAqmV=9v~ zIo3vsa4n(!B%O{n$`sz;felhOaF#2FV$|W}I^CT_O=D#L PL33nILw!QII!n8BK zT*>bnu}F3h-D8~8#r=yVFDPI{)^I&6Zlvbrwa%T3?Rii3lGu4Ixz|JV0UGAct28UN z!2Ek?QJhbnOy1=AaNk(^~Lg?`fLc(s<0o0i_=*35576b{Mvv%dEb(plk4?S zOt0&4crK62GlIW($2PJZ1)bz=91H39=+s0{%N%`&pA2>FI$UW2&*b$f4!cfpU5`^w zVeuzWDn#yy{5{#j$I|!=oEu=idmiIXa`h2r;Ae4ho_mNcY}b;ORamqoJzo`_I`EZ$ zupt$?zA|?2)`Sr_!*Z>#|0!4jD4uQgZzY&)%fTx{&UCESbPBXXmOU zdsoChi+;}y&%5ZB`lne{a0g$$!u1pN+Kc{YxOz0p_QQ@JMU0!^m9-wp z@|7AaOT_+HNs*PVU*S(Z@i{C=&DR?6znv}45*3nL<7V-Ho>=sO`<6u0=};+wY0pA7 zRkYqF+f?n7OZN-W=O^|})qrk}EW`CaytX5boQFy6Svt96w)i~U$Pe?!*;sV~hVHN5 zm27hrAIn zc@@OF#$>q~>d7h=Z@8J&Ys0%AoHz6NZjNSE%Dwcx%oT^zJyl`Og#1v?l~gAc}ou=IY3b`7W0%kwcBqiS^r)raQD7z^@DLH03$t`9*frEzu_V zFrG5MEE07NB1P(*t#R~MNG9vo$&U4hUk@>1H?EI%%}x>W1==;#(+{}P(3pAGkZ0+4 z;^9T~J)E7p@{HoHuZ{t$v@Izn#Tr!#WSQmcjp9qP=iRBd>*2l>8k3FnS;2iv)~{y= zeleUFg6&KEjDh+Z_F2P=FVyZib8jn{WbV$puW?$xYQ)kwn;I#}+BBNYo6+Glep?B< z&&0>!Y*rap-!(#3G%v%x&qhT457jbn9QE(g0lC`nDo?jFflG&v{FQ_C!SK^CD(7HY^ zOGcyqdMF{z)y11)Z1IRbs%i5L?Xn{4WwX;YV(J*Jvp*>-W5#3t0r(XelgYW47+-{S zv#w+gw5wv_Gw{qRGelPtC1u%7Y;IJ zo*QMKT;5;YiAg`W;xslo7PIz&V`u1|s#VsmokGggmfQ)E-tfAd#Xr~ER!qyztQtJ? zXnbx!{|m_Sva>Jit)n9?`0rMzS0wNEqS!XFCvVhTx*Q|UZ6`r0)unRRk$y6__b@+w zLAO*-%oCS+>^as5-?PIk=kGH{3EWAB{OsbKNVdz#+{qZp;8CAE3q|G!dBaO|dX8?{ zfwi1Qr$IIzF^{zxK_;u$v#$1NapDy1=Cj@ea-^!ylLfME5$&%ee`;CwhG4$2HG}lC-c%$lFr721K4nd@jH`#p#R?xJ3hm%YuVsqy~G|L zYqym&({Q7hkynWahl(vZSYcK_KH7uLGF&hy`OK6NwCj3{7xf5;qb?B?#F z3h|rC(EHd`$#$@aMfTufS30I{c`K+T`^JSd{>Sl4;N4p!7)tKP9chD4|NGv0q;vBy zwkj5lf!G4~h#N>+l`XG#A5c}~FVADMqUSl0x+6T6k*vQ_H<=R(@s!b6Uxt+Be9BwT zgIM-MlIN+%yU-m^|E$2wbM@3j+C$!%VppmiUCNu1E4(x0-g9qpmg_z+Mg<&N;~wB{ zx@5IeI}xRtXm};<*5iG0Kp%pSui@8oCu|GVD;l$JMyIwEJfH_&KR8qc<##yCs421SVezmKz zF6~dYe3>=gCwp>iW^G(^nx@w0Xv}-poRa6A$@rZ38Q;%-rtAPKjMELo_i@-#g#2%@ zTWSAc zxMnkr-zRrH8rFi-v8=I?B#oe+46Og##nuyQ*&&s>nX|N?L$*a2aFJNO4=Z)#r^!}y z0-iS_-@W9Y!6Ry5>C5c=IBwJyH{XL*YyGY=-UH;$9__s_%G>GNapH9mG3z-Oi4h00 z;6T3mw<|h9VhmYthGrpgA(b_D<70MQ{esoS^u5dYSCDWYXCB~*f9XG2udDm%gDrU* zvC*;WIF&i*d3K&;rv4FkpTwS(JSS@a?$!Pn@;p_*{Ne2QpYblmg4DFF2-$C0_hP!9 zCoZ#%?W`sUid5k!62*3Z< zC`-ko`uIMYrlolQCwwn8WNI66o?c_Y>_OTnCLYJ8naPty;#26IsFxlh<#ptHniaC% zV}h3L%nYdnHUvi}x%wZm_B^9*f=DAM-phKQJ6eJqt^Jki8Iwqz3h~+TTN8`h!y(!B zpToh1JT%`!v;VNDF>)WifUW~!`%!^yi;#Z|$y42K2X?MAO#l!as}zOI7KzPR1Q2+4-kU;FoPtq+@IUCm$mI2>X{ z;E<;X<5;GK_!X`+HqzVVuI;LJ82u7#%7~N6dV0P4(DTHzO%Pas3A^d^4?gsySsiDS zMddARlF2z$tZ#;1p3xW5OP*X0cI;xTI*ng;5Jhe=+E~)Gg7syPOV-pzJZ_8rFXBo4 zMC*Jv``%sAX?!Gmp+D63Mw;i2FyEU~H=%^jhw!vyv3!oDhw3x;@`LdvyQ8zRX&mGq z!?>%>Ey*E&kvoP3KIOh`KQgyx$pKx zd8YUb4|q>39LrPgru~8JmCTMa@$Dvx2yw_=dJ3W$hu^KHeG4?XDzi8AO+4dw>Ol`ax=9Aoy zCG*!$WFM@rtbw~xALqE{O+Ab@OMHm2FB9qvA5RDn<2ETU8wBe$^D4A+j( zHgyk=HOBcYdmK;AO1HzrvXu}{&DGQJ{8Z5+Yd_cU#z$x|$MH@yFUQWs@M|*`w-htZ zra>)sX@pG!G4NEp&pMXB3+`#3rrVWRv>Y3r;xBVpHQ9|DXqOyCPvFO?#(aT9lX%W# z+#N}-zx^D_p3B(yH}}y^+4FyIzrPWE?x8^;98BhctW~aT^z4CZjDNrSv`ZheXc6Ck zRS(%)lDz7Vi4o88u+&~CS8(TYFD<_I*B7*#2){dNbgB{aoc(7bz5@B4B0**BJlww{ z%u)5=no6!KFlwe~+885}m+X3)W*x>}_IcekQ_R~R81FW{9LV3s8$C6%ZWM_RWyj{U zc#cmGrfuHvUug9DJhVLNf7R-EZ8tc#1Fl&SaRPnkx>K3W|EIw{xngcG2Q_8u-Xihw z#teS_{eG9veCo{WKIiE{GVtwT=h^VSM&H-?mwUZm*t`wC)ui7l=aN4-+5G+%aqeKz zu55Jrnqty-5)FXrq+YRi!f#%BbO6Zvd(J^ zf9p)9e%e*!2if^w7e1p&++QzUNRd$nnfFqcJ(WCLi_JZK{u>rW%u-*oYf*CE0kJw} zi4g^NnOS?k#lPG`E;FCaF-rEk+{AC^)>~?y|3n1=eho9+FgKQr?A6UbbpZsSwqm6 zW(UHtBR#W!JGBej!Xa_x2DUCiib2pEYo57S@7we|luX%2vqBut_sT&$^dl0kfk8`F zZ_6*{`~5K8<{B><9X`UsuN*56*W~NUYP%J*ZGzG3%?d~I?ScADUFMUtJczcb@szp- zt7x4%TJJ-00v_yz&+{xkf)-=^|A-l|iC&*4-&kIjH#sF8Ey1Qok?;wu-IsSP*VlaV zTq7>UPcG(vW3)(Sl0?HRS*999`a4&bUgtt3`K{MsU+V8>rOdUgv4B^!gXae%o`Q#Y zhg1r}i}^%bzmE`m4&{^e%q9awqe0}22W8*rIby^g#&6;5Oq~6I7nI`JSs${{v1Z0S zhwZaJ_6De2#iLFVb7%3~Ls;b)R;@#y)V`k2W~12jYH{)+TIAhYGB4~$&(vb-B-KO+!Xt}_pFFhmx-i3wLeGH?8@r1*y@CWdylC&aTht(8!I^i zhtTBY0-nEGa8ERb&vbEg4J<1|_%9Nq%0Vffb&5Wg@SE%aZO3N&;#LLhyu^`w5BcH2asKb)JSpFA1(hlD>H^9Yvw(3mIkpYiaHmz;%x<9+U?hq_R&N}?U`cwG;d z7^^KSFV$BvCmv^vg*Qc>! zvXf-TV(yQ(YBP^V<-N`on3#L5SM~Ra`M8d8=fFAD&?Y-Kj%VELs+#&bkQG|8)DqtG znK4f16NT{XDc3dSJ@r`iG&5cWZIb1s5NkDn-FC6%11x$CPVwdBjDJQ?*~8b3O;(B? z6X>3rW0%tOPIkT4Xjxf2M%#%vcLuGJndJo5stUhvU3D|ICtLbYjkEFyNf@RC+{9H?k!QJB=3C1`H%IVJGIi-F;aY+DWWXKhH?cym;6~b zIC3B9HWkbc3m{)Z|BcxC09Jd3ZC1keMTj=^sXcU(&AYi6a~ReP$Lo9WKkJ)QE2^!? zUjsiLHGb+~juCUR8tY}g(gae6iLe{tlXdNF*k+9$AIG7u^!b5NlLai*ma zQ{UBZWqob(_cic+i@hovf2PRvIqm*{^5^E0QEa;tCr8mcJL0b7f0gmz7qU#`3un9b zP5riG(^pA2O~gFj43&4b&7kK3CF#^lm;dQU{io%>){K5dLyWJ%SD zJK*vQ&Rj&&M3R3ZI9N`hAl1;{m(%HkoF7 z@xKOykAVFu)=BoN-t5{-tLt&^NOAKW`sTfTNB1+Ylk8WK{&oE%|4u4sE~8=A_>a}P z5g$v2_wD#}HwNXcO=>sZrLW{HxmD!Nij~BsnMP>GVlTL2JT{(6%1v-y;krEA%!=Dj z+3`AO2Vq+(lVufsH#+TL+k0U66Gpu2XjZN_*6-sGISi`h`TX1Lm6f~6fYKGak}>!` z*Z$4(r$J^uG-jK{=bC9ZlKwcj{teA-Q2&wdd`i#M9Z1gGXK}0p{LT^^l0)=zx};t~ z>Sr!>O`ajF#f+-vu)If1Y?w!zR94SDe^s&N0u0^H*^OqzfB0&0_gwE^7j{cdueR(| z-seN%;c_ZZO!1)*V7ZvFBp^;~kvgaj__teZzT^IF&7?k!G^-Yt#E3JwFBO(V|lef0f0E zE>KB6yWE{6FG43)X-WSxpkJ5W4`=;u*i;8X7vfPz+MZ&}tZdAho~(vQ)V%|GjYXh5 zEt!bh$$oIQ2!5L@PQbw@v&u3#-s_WMAhZT)Q^D+tb%96L}r4($EpJ={Fa6dWA89((v-z33E=nV9`k+!KeUyEm5 z1@j+qrxl+bEnf7~Vx_CH{^WkTEW({8P#>h_U#y)B-!F^jhlvZx0CT(8bSt@c;pn}- zDcugWad`F*n=a(FnYGTrg9Us!>kJPhVb&8xxeks$ zVE7Duydma)OOuW88BN2jbZ^g>PzHUgaJK7ky0e- zWBjXOd92v|n4gj&#IATHMcvB`GYYk zl0DV9mtf&W@-D{W?6RwbOS#(~=c?3{S&0dE6-3n;SlL5=-|_u}G4(g`>r@=7Y7U)m z#(kN6S{u18AI+I^`d&(>?Dsv07tH4?iJ8Z-@-wV)0uR`u@4Sm_!V)dvcMQLM#_`pp zdXXfhFs2st+u+Y@Vt4YC9dQc_ZM>p8^0oq4-`L_JO8cGi^B90Jjk8KV^Fdf8rJgZh5I&8p4x+*j*gVEr1V6xRC$b8%Dm zQa3^fadImDH!Zb~!C`uXKx8`!boDV8&nOtUl2C z&DgK=^s&yJOpgw*dKOPtve`TQvL}6ankQzn$LaW)tm}{HDN*@-5}l#1WE5S=?;gXu z5wxsNg1huTlV-cz&8&8P-ir2Or+jxR$F9GU=T=DG0+*_++Yn;OOHh_SeOvIPBu{bj zp7=sz_Hlj?q#k0E*_ieSFYZm(i(I*z9EbD6^Z4gIB1?0>lg+!V|=&vw%OdNkwZ`<7$jb`!VF{uGREbQ7}oU2Qh?yza(+DpxXKaeYL#)h~j-0gUA zZO>tmWaP}f>vApc5OIoI&q$Npt#pC-6jraT-(>sQAoh(na#voR`{fRLs=-UU z!ssQ)&49{(?DrA>FIEsok}10~Ru&SMQ>Q0;Cz30*nLbOy;6=UnCcy~!#ml)Ax8j4R;Tq*DNx=#=G{V(+s$L;+x0Am=Vvq zSzmeg@v6TsCv|(g`rq4~)EIh)$M4{q)9IXSyia1&d5%^jYjTLDiqdy_{=ppn5jm4V z=NodRlHpcX`&Ziw+`ZJsnX@pY5XNP#`5vR(PwMw@DtGt`@qaPfAL!G?*!CE|ob2yX z_)(5UR^UquSA2|byF~7@#I)pDS%Kxh;O2CeeU#^(=-(DIUhZq!ngvgC%?gOMfl37< z?8AcJ`3bX|;?ddeDxPHR>}GCntSV%ih>!gsv;l6(-!RI&Fq_v*hT9uHXMNJ30`EGQ zHNumunyXL{_4a3jJSlI3e|71;ksXTAV;FBq9l@b`&l``_sy&fCD>ySuySMmo5fN@G z&EI9!nxf0GB>2r}i)b+w>X+kcvIn=rpnOlcieA|((L;|7V2}#5C-SNqBHwZ|^m0+P zvXS0~)79|1oE38YPPX2UMt!mLeGI9`0|!8{79X2}eZ!+ozC}vk}M^bfT`+7L{I*nSB?qS>+590wCce{JsH^|vs?0E|xDq+qJ zeJ;g^u{>Y^={DhfcYG=&#!Q6Fvyez$y=4$cTpLT8)M@_S^)oRe`*4#{Y?(-K6FpkM zwYRa#!Xod(p23{qG-<4#R5$5D)?M&CgOrJ?eT@1PNd~%dUsxogPu8w%#-P$P{RLC2 z(W|AS>)@Cy+-=#ig#N!2rPql~m2l!VmTpGg$Fcq(Ry!Wcj;HH%GVN=`im*=giHppc zH<0#ZTKt5IkGSG}m`~?1qx4ms?1gdSEbLmz8rSmu)P~Ds{75FiJbfL; z`s<;1HA{a-)6cccTjGJn-@sZmp|Y9IH?i+!5J(=sr~KYvqyc7#(b{$8MNJCkvZ8GD zEy=QHYbu^Lh2Ro;o&truXPIuCRC3GH_>M3b>-X2%CBMsdY-lKUJjB}hZu2HBui;Cn ze4UZ=&N%h-CXhC7*7D}_5MF!?B#U6v)AawuEb=MqPb1ZT*i&4aqFDc&$Tb?8U*P$2 z%>Ghj$=cozp?*1ZO5$e?Oua(XE6xtdC0v-~LtRmf7f%J+OYRsq*;bR$w-jrM0qBg%#^82IZ;2!QkxiDTa?VR z?22r6hp6*}9#@d+6i2Tm!HGtnWSohZSA(W!;9wJ8wiybGT#?G!cR?xH8=F9TDdv2L zF)N&VlAW`6XpnxY8({(4cH{YbS-YZpiPNComO1D? zKs^}dJ>lP2dM2cb;z;hY^XC0fM~nEkf=2t}^S+%XO!=`+ryuE%9G-XJC~ z#)jqCluR16p_A%7WwCsoPp`4V6#Xar+K=>kQ}0KS<1Kxqw&i=gr@6TMGNhBKYmR78 zQ=b*+-xG(&=;;IZv8iw0#=qrs$!g+P_{D4^r26h|ShgZj=9#zgDQ`P2h3h&zJD=t^ z`<$BYb6Dm)p1N3^cm*S~CS(-bWT!*kEob2y= zcy9KX9M10d^Q%z>UNQ(iZE^EqG90As6{I}Rh^bOCPTWYAmuLL!rTfD;^fpT*lWm@$ ztR=-wT3*FgyI^z`SyDBl7>s+lLtd)=bC@$8{v%0HlgDLezzP=p6`QhWqc3}x;zcE) z`?%{?;n^BitH_#nin~?tuZMp2!eAeks?R<}-BooaV{5ic9n Z7UBaJw>-XP0o9cQ}kPmlr2~*>k(?f^CMjA$Zsm)dkNB2WW%vo@-sb?f%G?c<~{WS z)@h?fI~Gh`u~E46ff4FKJ>Ra+rEMiP+7DX0ar|*S=}hbFD@`=&rfn_rX=Bp1rO!g= z#_4I7)+fgWcR*RQu`np-;V>(}qD-F%Hec;r?Pd$JAPNx~7)nRa2C4N+fVrmlYi!t}ZpIia|A}tq5UzWDg&vf;GTHfM~empUfdQF&m_Ss zw8_4oJbO%y<$lIqSPe^YQi$a{dF^!}RvG&*!u4`)qukJD+4&%<8$u zyew=-ER-t%X+YeV-u=lur?hhTnI>8+zvQGYL|-7zeltRvN3+n=xP z78wTfi(1frpEU-Mi zoqA8T&%7(o`srnu{wOV5i|0EWyG5+cO0!Ssmkg`zpmwCIYl|#Liv9PRS^uO(Nw|Lr zn`DZA3ceHcpPcMOopVJ^bg?Dr& zZFU(q6gS$4Y`>870Q|oP{>@0)7X!*+Y-4`6)~r*=y=&H8HX=`Upp+q5Dl{Jh$yAYk zl;-1D>3KTukD=N3lMK(l;!g)!cB4<~cC4jU=G`kp#BGn@q=%`9_?{ z9d2*P+|Q#5(<|BK%IWbh_!QzTS+$jw>hmxq`%uTxB)NHh6-gcyiC-S%>UB3yR*12{u&a5!T?`-f_LG(_B$m~Em&zSS{wFsV@SZg(D#__enJTFxb zvo1VYr0-#~O=Oydg^#jWQNA*bU;ZpI4Z`2%#?3ujJCWov=+4*crN+7(3Ky_>PpIC{ z-;=#Ik|o#G^V;OiV|FfNCq}A}PB07HYUUZnce8V)IZof^T>NDn4<8JZvmjELG@rpd zJMSO!cWX0aD~vxx`-8;Yo1v0bzw1QM)Qw3-#{n4CfMqYh%U_J!8fN>t>p0U$>)CsY z|5FKl99|4JTRmtN>cNiLtx=Jr#f@ErC9mL-ogtZ>-uc$tiMKzEU;S|86E?}phD|)T zE`)cn=NuB`-QafI?QZ;~yzxcRt1(v1r}1Zg-^x|K-$h2fjpj=3B9 zk!H8CUe-6KM#BmC+{v{K;B}*;o9Q&vh@)9(8a*2t`3-D6owY7t!#rbr3<`_Ii`qOS z>+EN#I1fP1Q#?982}98{wXJtwSx`$!|~F-CUJG{EyuSb8`X z<(p=*JN0LkU-{86Oh_afL&C1S=~!~_rN1md|2kdhso2L?P@?&M!XKDc5!gl@G>sPEzZo8|Y(iFo} zjjE{@C82tPehTrbBgO30!|crNbB&kPCCB;Kh8+3E(Aa%hDx7@IRx=B}izFvOG8JXj z|FN`Awz>aE`IOHcS@2O>Oon*_$ZUaFbJiN<(_pqbiS{SCD(fO{f^f1kmcypc+>hnE zOy00G6MwqXc9U+pj1@HkOCzW}!fV#A+om00;FAFfCG?xcKx z9(7=vUEZtwz7xaO;>~z5VY(S&mH67qRoltE(dZXw_aD2~H12h*l6AZl@VA||KeE&x z_&k$86@zbf%w|{Lp?G%+)RQ^qdlJ0>tJHP64=(qz<9cYMM%8nCXs{N2S*nIH=8=7& zSzs?NY#~$fg3pF-Ep49R!&xPAj2@Dq@pszfj`0+ny^Ak=BrymH2nqExtjjToI3%sc~5aK{Q6_WY*y1hyqGVhfI4h{GG;vc=irm|uuwwf&up zzfHB<1Kao9EnNhWPUK0}mq$o)795s~PlZK>()1jv?@8kGBzoqqIngS$ExO|MGbH(# zT~q0^2T5+^2b;+`+bmd##)U|=)6pX#x)@*bTw|4M_Tk4{MCe{*zf{kQ#QCF*e=$ja zfZbwJzNSTA*k{MXM{v*ma!1mvAZ6AZJ;b)vX}rV;S<_g?Y?B?$y&+f_tKNlrEq*=& zTe@MzrQ&C@Exm@NRUF+QCM?lsOXDV&>G%BQP^?MT-anyTP46Q_pVPEo#gAt?KLR$T zo&Sw|FG8?Bxr>=UlHuxSM@u>W9S+>9=TjXYhD|Tv-<|Bx0t)5XvOEbp>G5=E?qZ4Y zv^ty~18J6w5~&AzGHwkf`^{p?Ms`kJjis)?NV{Z;$cn7{p?I=8wQFhfuKrRl{!n`D zCi!xIA0_hD!MM!*`G!`Wy#{N&4@px0H@O2YEWqgn?VA)ZeKTYqp#3a%>m=@e<#TE+ zZ5J0`(eq~3NyeIP^!d+-y~wkN4SSIJ27Ptc(?=ruN^D+C%BnOkLcU|ghHuz8YvQVl zv_^>4g;4-LM@ zh3x$JNpD%r`jLKnJjNBd$$MdNH#u;KpYj6I`d$;VOn~RBO z!#Xu2TEq2Yh~CEkckzWk$dNh!0N2$ni2li5mWtx7@L)D;_ras&y|1K~A;$ViFR6}o ztDftMF_ZnDx(sJJa{+s8cI-x6sm&Mqi;1tX@gRIm_0FzZ-hyi_aI}QBWoe$Lzjat@ zBW^7f5x&yPVpz==7yjijuj9~NdQ2A0L&?>Y=ReFIOZ1X=W_8SoQ{bPR{x4xxWv!0G zxXE;D;L5c=?{?-j@+^YIry}Q}kjmSK*=+cwsJsvVC?|ScCYGP!-$F-^g3~mk<{fTd z?6}eRed%461#W`-_n7suE1H`rp2U|z_;w!F-9zF=?jq{oz)ae`O81{dj;(mt92=Um z^%4vz%4_z4@9}I|!MwMEH7B^bmw1u=OY@xjhqQ0fZ#&Ly#kl3XsRWc>Cs`daqmW4T zI3_)c9lIRNGxPTA2`D6YX0qhZ*COu{XF{nu zXd0)Lz7S2apWqJ>?gNxjpUV{yHfan2{-joPLjVk&*zN}}XZ9drxAy+?qwvngXJ!!+rM;r z#(3F%`~oEZ5eY|<<|HxbQ=XQbOK%wSM;Z^)+eroZpG%ildHF(~_7?n3!|WcoaTJYL zka8_gy@>^q<)|!8p2CXMT6$3bZTR*}Y%{>Mo9K5aOwOcfUuW~g^-4CoRNFk|yUbPV z;Cj4BG2hv$7`TZRJ&k+{A3cm0bYRV6p!X&uZh%Xwtd@o4C*tQ4{Hcw%cVfYQygVzr z?iM2+V(G^0QkqvJKl#%>m%#n5Vp$uUsKOKO;1Nswe5SuE$apIY7B|*!X0yEAO69~S zX^}nN&(LUpOrFaZw?S|Y>s-lyI$*=0?k?^p#V~!e5Pe^S)i&}^cZbj%*Gh<@GxT>S zpP5I?gI!l0Uy@<7G<_0LQk(O0Xg-nc8a0NxZ{+JKd<6TVCO9U%Dc?C5!2Oy!cgTeuC4-M(E+HyvazG z>C{#oh)1`P@K49GpYa#{FCuO7u_wc9GU=uA+6?y!b+9tKdb+b$Z-3>v$bYo{3dX1M zzB(B5yGU`YS>qt_BDpZX<`uhHe1z-sysI@yllM4!KMVV0!A&)pE?R%#x?b42)A{FV z@f&VbK2Xd{V1Un0_jb)nUgue4#&mKEk#u%pqmO zx(50#0f!1?dkY4o*k-6%G}#JEiZIz<*O=YAk}z4^YxAGvt=tDQC%U7!mmQ8~r^B3i zR<9lDvfX&~c*shK-_8>zuyP^#|KwaN{<@M)^Tuiti{@L$1-N)W2BaSNQorAW?f=%$ zH{ok5NpPe-mXY^i>?y-LlDBNVaZ>yFZMMr^i25)dPRmW&o=AgstkRLq@=bUXc`o7q ztw^&OH!6q_S--WwNT2HMB6cbd&lW6J4^CN0)|+)+pxx<^=|Zl3^wh*(C5}*H!cWH2wc+g+3&tvwRYlN|Clh{zw} z!;SpsbUf;7l)SI)MxHz~eMj$;e3#1i(B!ZhFFuyR}P+j1t{_Jv7Dc28ZkuJrxO6-!t!c}^b0qp|v`%3hPm za)Vy7rtc-p7--Bx+Nzy#inoh=KZ^?V;w~YUhUJlmdzuFHMm9r9kgulOp(D^v| zUqKvtRxj0P(bsrm^jepmr)xEbEm~pg^CH5Jn30tM2N{1ik6bN&Rm7h~Y}68S&lB}0 zy7G5^`4omF1JX6nt)iFb&B|*;)Z1uuh8Arwp*y_pN!HHxJI!$V|Mwyf^qF&nEcvT7R0FJlz)TuZo`9A4Y``_X5s7}e|Lx53Z8Nd zOQ$OO=`7L?N3-wuNB%upPfw7z8O|o#NY-=pTN;+7d1ao4J?O6q;$#_2n8#Nx=a)hG zTimaJ+2`T?XMAO@p9>+E6^W0Cfemr@TnIhsQxkn`5^sj-w~pBG8|(kUXC4=2UUkj4 z*xsENK5L9rG_PaCMOgL*Z6^DC6k8u|w72M)^+;pcHyLv_LtrPyeoKZr`1cfTs<7^A zb4b?vd=KfCSbd`C_9aO!!rF6LE0y`?v0EATe-H{)jGA40S(~$vB|e7MMPy5+!`XV6 zBa)?#&U=m?0j*SCe4MPQCSDoxtIRAtAW@1W59q%QO&5~)MI1gw%zl^MZZ&3dkhR37 zJo8RP)Z`$|cgkY4{0FXiPnwt#m?{2AxJ{uUL zCoNlwWN#RuI5|pSbgCZ}6<71zVFfQpRoQdM`GmP(ydw`_Qz|r8(DMmK&I*?$P;D-P zPGrLo{A0Iq^29T9Qd_;Zc6>j*+~H>~tt#`_aeT9Znd|t@!8Fb+ILet4 ztp29B@Q}7=(dP~ktt@>Hp;=w`9u;|RcDrVuak8j(!r&XVO*Qh=fY|HW<5)U7r&sZi zqFAyFLw+XZYB4N3{JOcfOIE)&X6VD%B)NAhkvCOyvtp(O43hVKC%?&)-g8-DKlcB) zAj)L#;944=M80J8T_wW&S`gXJbv`rY-Fkbz0%j=|HQ zc@&*bKmcRA}1DRv+QsB_#Zp6~>dj309pWDjrCJ zmhfofC;9Sc^X>jLt;WAb;8|_QllQm=>z_lWf3-+fveM-3p|4vo;Rd|uK$_L;b1)63 z^Sf4b%I=A*u&&Hg2l#!zD|_;iS&(Zl-sN8GSC*>{v0n74Ow!Nvm)#3_@4p@ok7fT7 zqI!Rca3 zp81Z4b>7H6?0gSBeV}zYJlO^5v*|R@UG%jWR+{!d(d#a=K-hSn(LQpIm>qn7V^tSi z%Uj4)aHtBq5}5EHE>2;U58#uPUB#g=f+x+Pdr#3Nca3vIp)h6_y|OCeBph2RK9q*Y zb@V*VJ=7xX{M_BsUGzDWMaqk?Z$M_1*!ZlN^-#flkZ0PtSLsjA)Z;l5D!=oVS$J9B zcwg(Isd)FJc)E|+F&BOZ^RrL7tDxqR_+1hl0^zLhNfwRl^IitIhPb{2 z=40u#RNQU`?SW>{i(T~_jr!n1o^h?Gc|U&A*WY`^->1yB_mSZeepCSxzmYLjc~YS_ z`8^kt`Vz5m3jU?0eNX;Z-c_lo)`Z1pIJVm8r?Om6BhQ6j6&5{T96!1M%bt8Tb*{RJ zi%W4RwZKyg>Lc>rz|IrR*>&BYd|xoXmxFmv7EN7?^Tf&@Vfc`!THhRhmG(7xSaPV& zqtQ&7{3Al`VTsh;s_Lq@AiNbOslr|fcPqmGI9{Fn56R-wf#e&U=^?IuV9excTfyF6 z(CJ}k=VJ6Cy!(Pa=ZFufVRtgk^VH@P5o|f`Cr9ILY<~qg&SCcs7$#N za2gw3Za#QQWcZ8qX5q)9W`Qq_JOCD%4R<-R++WSisCoCCw~MLm-cq}EP)@DYCrOlN zM=PCu%B+)`w-v<87g*~(|9=6oFIf9h_UnvkAB#?Ru)(budnI%y!|e?A{EQ#2adbLt zci~@FPv@Oqszy)MX086-fXkmE@C$hL3!g|`zN4J^qd=x!W{1;gI2wO)ADp$*g;_DH zjh-?7jiTyq$9p7T0e z?}I7FJNg|h+GE!pt{SaPLl(Ur<}-OzVoS1-wPMNSF@ITl zM)TU5f_tI!NOT*IdI65f6#1@C$%s{i90$^;8hhNq->=ZeOrxC2&PBx9+aY}y8GDgz zl(x%hxriLc7_BZV?)B3RTB$911S@=tTX`E$lSUJ1(AZz^&^(opRyg|^4n5?mWK2jd z?&rx^l_obCsVm>f8j`G2xLS<(nbop3sTk{&6~#VuG?~Y0^1D>M?nr{|kR2n!b};@n zzHzVqn(>v?vpW}u^X5CNT=K@e5vwhNPijd#L$*J#Dfg@!F>MCxZXw%|taUuDY=qL) zdR)sMCCrS;DYuXnY7}_KXga>nUa75_yO>l&ERF}+BfE;6jYPoQgRf)x^9mwi3%py$ zmW}m!1XedKh(5_))kGgXjG7G9m9;-z8Zd%Gj26#%y2f@ZLXkGd)`r!)i#rD8{FSD_6hob6&t2Gdl<_kBhf0K zIy>4DzCZHe6Yz60E<~Ox&i@RNNY%=mdV+XUy`c3(Et=zhdzO39jMB#E>OjP_|2u&7iO>85FJUzX!HhIQtA3GtSe!(tQJVr zZO5M1)1);iHX8peR~{#BuE52-SDwau{)P5cytf7^mP6tHNV*enEvK&y;Aun}%%o66 zq-03Qm?%+_lD{NW=7eS?87hhfDW#A?rA(DVa}q@;X`W=L5Xz9GuJ3oB?>g6+-gggc z-RoX!KkxJGy;kz2FXKTE;n)&h@d0L+WtlSgo(veh*!vJRSc?OxDgF#yat^PtaaNGK zBhN1^KHMM@wZef1v3Rb?@`3kC;r((x7<-N&;ap#zLgsb)H^AHH#fM)>(%1Z{8kv}K z6zfdzGplP8$elsI-gwaxr{9KfH{WFntn&%mW#`3pEO?u>>MK#SCtP=lCC#lieT{TH z%V+OZcJ=-b1CqzMmA2WjHiafF*zr!Y%;pizCA7R9e(Q1lENmUa4&x#6F-cN^W*v^@`Be`ZCLiuw z*wLCc_4&$tHg9A0CSG~S)nhxdf6E^#iy)=Ru!!%Zf^43=Z=hjvmX-8(_9u;^?Q*Xc z#*eyQ>qFDjXdP!=JW-_hAFNJwWpJwao!Z&^ur;~*eur5f?CApA=e<{0RJ%j0Ud&#} zhtQdIl0o@hR!FYx^9yF0A+9}Y75bH(A0R_HBewH*au+?s!uzm&k(H_?J)82$Q_cB2 zZmg#NZ{p4WAhZD6ZiDIh{2{wAp61ELAak~HQ!Vua7^muZU9mj%=(fY{Xm&ds>bWoW zh&3?h2N#*Y3JWhMZ4D!=hd?nF?#bKNVEYN)@5!1^SX1%|Cb`1j!pH+iaxUHWu-Q00 zPxIdlZHDl&td--uem5o#hu#fr(+jHE<9|COe`cX%Z5UO+h1q5)QN8@1jqh?;g$rc9P{$ zF>V*R2jJ5R>(_ZC8P6`CV$^5){YuMT5PBFg%D@^f0J}D-KL5P$xho@`+2Z_ zj%4o@_}_=@HwLnO;gjq!pJCGeYA$>)KJFdR&} z`IuXaC0e-3`kP-)hDR#G+`uj~%vQr1l6q9hyi%D)7g!(vG-K}P?2m)l^_9GU=UTOT z;>QGhpM*=v+*AouQ!lC%i!CvKd!y%!X6hasiNiO-x0;{ln57nc|3B_-*occGUMi+`rFQ zcf+$fnJ+YRN3FBpB$)>*!}Lg6FXfN(S@8{+EaRycvF8r0Z^e)Y#Nr!SBTuYfg7|LO z?ZvC_z1Nmz$z67j=rYep$qkj9$R8N7xE3Wu_TkzLgl?XqjVri5`#`k$4ucyT^>B=P z07kh3JyMTi^v(6cK`>~-7Nc3`GcujdXCH>bQRFJh-y&;g7|tMhcD$r=GS@uM<4mr#&tikKq1Au| z&Y^j#jNRe2+@Ht}gHk-F1z%0&@UnDk%QH`e&KB$*$zD(J$lRCf3%TTZ$(^g>B3H7j zTEOu7GUBa4Vf1bBiz=ICj{w!V;F-m`U9Kjk#km^S0j5h!Aq&tE&2KlQyiL!5T zx=1<+15$@iPTXqL9f@ujcNL|=2v}i z>0&IZg=bZvGMhCX;HhKzLl?80&o%?i*i3wzV7AKEpmk)ePrgLav(4GKz(;Q2g=ZQu zS)$Kp|AY8p_IPQU;p91%1<&9yjcC+b%X#>{l-4Wh^{}x!`Z^y<`2>HQ-^mS{ zTE59(x3pjdJ;~e`lP_M=fNXOh`8R)0Mvte(xRVPc$+?5Vu24pkV}I;?!F$CZ`vNWB z5!F`st1!PBZ~ZEUhZW4R10&1&SqMhe^-3nnca5Cgg{hu6hHeMKFwt^`X!41%zt?gm zUt0o&Rcw?@oXrYwEs6(cve7+oITo9n;L=Rozk`)O$GUrQZwP$rnIY#pK7nL4JWXcy zqxsQqX1W3kPB2?ly=w8NQAW?nq&zptd6L8ZJ(b_Cw8AZC$!EmYqs7S`aIfjF1E5*N zJN00=A4zVYL2@7D30x|SB|~Iu$d{*m@@XVf(^6!*}W63GB_C~1B(tptIGB!zu!%K}f4SyPu zYcQ4%QqpXU!>(=gBKvnMHq~-+ESF4&zUKUGLiN7Z@zSfgfO>y{KoHdlIW= zNBkFN$Ud5!ecVawKgn<_YoCgRpOQX1N2g)fVzNwU-AUf7ga?C2l2d!H;BR~O*azQ- zUCS&K@$-CT6s@ve=M&_U=3GUqWYNo0(Aw6#8sW+T;zI7B&|m-3Z%lz8~Q?|6eB{ zSsasZY>F70b7W1u|2e)iz{ihSe~I;F1-#E;nPh=1jd3Gs*adt4akVrahmN;8<}7{o zMkbH{r)IoCTyCZB(ezJFhZ}g}28g6y_j{uMPa;jz3 zQ~AT7Itg~Ee^Y{v$#MB2-99PMpsuw%)ptKM=8s;_uC~MAavP6pX1y6g-b&V|mN0me z3^|RITHtF~w-r2k(c>CuoWj??Bk?=DV1M?=Nw?#0wiXO-5lhBkN^0*Niwjc=R?(qm z%TCMHBEl^ENFMeYVp34wL$?$3I31G;!78oa#{V0v%cW_Qr!j+Q zG7AzP(PW4ymwkB2Sn{k_?qG#i`9NWe*okfZygQN1+v&ED9{FT&CTXt`%g!Z3_G;(K z<~kC60oo0!NN9rd}xm3NAE=DQ($wxp4qQCh8~BC z0G}7EQpL4QUYz7(KHbcHjX1%)sRWkF5y_47i+P&+PF2|U{{Naxi~T+si#Hm*2ro?L zn&jMh4m&@?&oX4#4dG*XSnk&^=bvAY@ME5^)F}Hw^*~YjdRIDUvj08ao6mmxSnM}G zc|NNz5l{YNp6duk6J{Jruc`j;2CIqu=X_Ccsh$UDk!Nw^ ztUT*T@dVE}3=UgavZc=qa*P8EePgp)Gx+<#`VXa&{}5x-8`lR7N^!&YIo&SP4>8^ z0#Xw=PJz^Xqb3i{t47STyhHIn_lWD_c^6|eBH{Nekh-J4v)u$g*YUL9SZ0uwt&UM% zDPYhy`1U_&d;^K!Vf_;e%{O0T7~P7|okgi>z7F(C@a@75Inn@G}rm7KS`5a^K4q)AbPH6gRHJiA)74NV+z)z{Y2aC zFu2)B@4F89fPGSP>@qTc>;JnU(;ODb4_1S|)A6vss8P;3bTup2#^P^De!2OV<3m~N zTTjv?Vr%qB`AnO$Xja!1 z_)tAl!~SFpUr+v9;gAge*;Tj6%F_ye-yl!cw(NKN|CoNimb=BH*<^g#JJqn^HW;Qx zb)IV0!-z5@A4B%zar+u$ys5>tY*>u_k`=R`Ig?9a0iVuky=T1Nm2SuRnHq^L&GuWt zN?Zd{%VDt?C!aK5bL@RfoUJ659gVd^=y11j7HVAv8sFgD`}}r=Sansw=sCqRho#%n zsi9ZTG1klC)JisN$N%p)VseAO#JXMiLNi$R^H-jv^f$tnV#6HXu-(sOfbGTGvrny} znO_iZdf|O{djBj2Y&2d)=qESxl_Y-7980vin5Xm?)mG5{Ui}}!htw)a)rhC@elLlO zdwr|8I+`WN(D5~MFd?p%RIn1bFDZRnT?C(YmJv{jd7vXe4=*}%@1LtFG*d($PbE`oiQ%iWb2bQF{_MKsx=K>z>#N2v%sjy z&~ujYZ()Jt^iFQd7mVDG?A=(VuK(`$dOiuy$Cj(fx>d_$S}2K`^~`=dt@dO8E(O6$BcW2S!(iutvq)$-G`7bSG+@EJyje{uHob+FU?nan)6Amz9)Mt?~n3# zGSgOs$NQu%WY!<}Nfj2{%<^-^gF42XPw(cKG1MCO4jzqzLMq%PFJN{xohb@e)hD|r z9}|I2f%+ym=85Vontg;jm8~nuDlwmZa~`cJiLTM2G_+HptROOgZH_*GgIwYxaZaQuyaNV=4ly7YheqSK{@7xH15O`^?sr zeyLS<0^b`%%JC!`XM|}`Z$h{7qRtuoYz1r|fWqZ`Bvk@mC*76g?Sl1}x#}vz4sRKK z2sU;W<@3y;KBj*K!}lCNW$$q?Tr}ZrP^zY(X6Me4Ap2cKSs>S1y zH>)%aug27(Y@bhrY(9~;htc9;R;f>>8m`L*lB*k(j-=-gaDCaj)z7HO^OEzX z7m|9e^(yBc=IH-~SyRX49P_6pT@@TEg|&Ox<}tohlmE>1?j$3v!`WM()mLf08@3iNB@g!K_gfFDHmVla1e$)E&H@eF1qU^R(z*-^}yjk$dL<;PFD< zUKti&(rzYflF2I1*go(|Kfc|EeNSSK3a$*cnY9YbmSn-pMW*am%Fg}v*2iJSx|j~b zc}kusN}}}d zB+7lnQFJ+*1VN}g{@+E`1w1Rey7x2oE;<|v&4cN5v>5mX3uP}xcNit_{xjy@2D{tv zYBsOzLZZ}5JQ6=Hu>u}Mi>ilOICnm-?k)886- zEWWh%^AonuS^6{KP|x2lz@`HMod8>gCjNg5P_eLt^_Vwc5uRua!r+2baoe2-NdvbnRhN~k@U=Y4e1?9_*seJVQ*E{|dv7<= zQfp5#?Jp%kJ{4ZiQ}fg(yG2LvtR6Q9(`3&$=Hyix0qVBSacnI)c9hQQIT6t3Yx z`D~digx%@e2selF?Nm7#jPv~=T@Guqqu^pJ$ftnZZ@HL^Pw}*52ucm>>{&eyHmS;z zmA*S}-N-ka;LydStcKlrrc)9xpAz+drTt^{I-EZpsn5w~%l^7Qu;F4@cJ%ujESU${ zf5nnZp*D!EQtRsge@!;_tE~T_mG)aQABA_P^1asP%RRZZ<~khnaz%fi2$@~}XR^r& zM(X1C-Q-w9vl+%nzVg4In#^nO(kZzYb2_y#CUh|GY?k{HwoOE!oYWj-yzK9K9uHm< zwQ|U{-E=G4d#dVPkCRmuDR=h>H=bDkCh>G&>rujPx? z==BZXIN6%D-u1(w@Xl34a_Mci4)!L~U*35Iv#(;IU2NZgBv<16QF?xjqfJD%S9#JD zbCu+e$!q>H9Hv-d^Xz3GmgadzPMFPrNpD)F?#v^49fo-;{oR{XlStYdvU|LLD!Y8A z|8cCBJF5-M_@US|)+&1z4!`E_cc9UO5A9@$%~-uz?74-M*-M`+w5j%YAGW5JPM&p4 zwXUo)=VJfWGD8uvrM7HNoTt9!61pT4O*i(q8H%T4Npbwj9fTs*!Wyuvip|T-*wpXy z$n+E~UV_zInD9Pnr;4Pjy)vpGW`9nalEz35mW`O#hpnf2zl%>UZ}aAFMC#sT9EX2j zVnSUJe=Dq$OY;{IqB9F0PM&wk@E%E*vGsLOjFs>9U0cL^9Wx#`-g`9uMXb5fyIbhL z(Mop_UpUryspXry(XF7{jZdGg{V^~-4d#2{o2otiAy|qmL-~957u-woNqTiGho;1p5=!{j6R~{k7npc|Dy2tNt+$edYL>2Vd^nn zouNk|vAitb>j1~pWljdy+;vMGuvPvV0gL*yFU32OX?qO@SGDfkr}YX}%~PJM$#p(d zlP5G;mXiUk8H-#jzCP~f%{+J#J>G=JI4gQ;Pz)m9d!lhm$gG3Q!J@?&{Tu6=_nrjk`Bvb!*;K0fTCiV4Y}}cr;zh zD~y;O--8R{+9=W=M5bzf-fF~4^_$N!cR=JxtLb8Bv|;JLvGGS-IEdxeh*7(7tt2^9 zKl?tKj3ePAW=X`!9jE_D@D9G@Gr%fX)b#2?{#TnNQsJkt5q`nGX*4*Dg%gFU8X9};Oc)`JVJ`5qGu|LrJmjd5-sCxL&)-!tBobb z`-T)v;ag8cdJ$)nF@FIc$O+(K#;i@^)G;2w3(g_e67MG$Pj*$bE4Z@nDWZ2a_6B%f z=iS=S?g{m`FfSR}2eaE&QWS$&FFGAbgGoHR8TqnWj>UDGdjr+H-X6|~WrsoCtI}p+f@hLTKUKb0dTS-fh zFO_qSBKs7rT55B(i19PI{>6+{)`i@wkz!x?5PcE*%dpKv`)M#AzLi1c#Ez{^yMW0`- zBguue37cEuXE~86wWxpBV-Fm22cZM(t$eeD? zu4mq#X+M}3?iK~}%y%>EzC?p$Rp={vbfLpDJmXiq`y2-!qv$=)+|Bd4 zU{J0x-=R-mK6#t#;#WnL>_E(VxXpZDV#NaT{0NhMBsmBw$pGKg+}T%~YvrMEx*sC- z#Gc7GcQ(mp7%^Nux8T!ko+PYf(=z&2=P57hS%VJ6TzfQTyRPh;n((Xr-P8z`^==4{ z>EUU$ISUyN$z<)Ajh5Ycb)g@ zLVAU9uB2xt5`NF}U(obRqo;~|aXm_5?p^w{qg5%fVjz|-gm)jKe~5)UasDR^E()<* zuxPHo{(mo9XFb2?apziRXK4K`3w+?Jr3CvQrSCUTI{^|y#miRSn+Tgz^y$NYf7UDa zCQ>u!Nu2x~GQYZZ$`#fxdRH-5bzhy>b+49tF*p0oF2##-Jnk5yZo$iB>CN5S6C)m=97c9Y! zWo&qv_}74}ZyEVlGv{Q_^V+641?<6{s>6sJb3b2 z4q@3IFg;tJ$#DDt8p%A-TCbdfS_QGJPV4Bi)|~x}o3qQaX;X>cP4fFnTAggfoB7N| zR)PKDovO|6xiWZK+`b()bG-8}Jf{0Ec{8qIg&U1<4V}Ly-4bK|EUp$MW6q~M?mDxa zb)uLUk`w%?f_xj_xsxvly z1&P<`nCdkz7vOmg#B-9To>3-vZ-_R_%zcesE%;z#e!9|Y73p>e%-@3CMTfka*D*lOSb70l_S82OuyTD;k{yrr z-q&=x8^#xsHcw(d!q(EblRLqkje0chgaMVB*3@j>wQfwaRQ@Pz?zQ;;jBB~W_Kd}w!uA=Y_yjjf;8)86&;NslD@e2mGxM2lE=gM$|3j}okD00P zw4Ik+?e`L^*mxK%)AB~BXNOH<)n@*l%vR@%tZ&k3IDPYkH1%=j!}wrQzs$B1M7aBC zTLCf^$XS}_RG`!4+W$?vr+I8Iv*r}$ObB$x$5gRNCX!>YVH`QTKaTy}O>L7V}E#T%ToC_>&CDZ+0oP8bbRn-qnzXb8+JaXk1B$9@v&= z{4YT(xhFT7;bh|#;Su}6Gj-lRz{xy|TgtLk_3VKU55u=2`%Nc9cBMTn0@i?AvITxb zS6$INgvd}{lvCM0j8=~b?S za@P4)ujI;qij}1^YowZEYAKXA()H|?d-PBHDn;u&^DRZ6;xH)&^Z&Fyk$10VuURxH zimBP{k*nx0&D9cy4e_!k3+4pcFjj6&>uDm~T|9Q2K2>3|7&kw_{P)N-4hDO*OD3zt z_h_7IAG7F^>fT@CMN98p47)4%#{Zx2sLb~-gZxg+`UC@Z)9WW~_UF~(A)LIdH`1)Q zd2WO7JT~fRzC5u{2EYDh*+8f7aDST?(|G+(+_@f_i+Fh(C_OIH<|^=9BQE8;Iq}*9 zqq^|eoGre@|C3quU#u=BCQZZKoPo|W#yXgqd^wAF%`aX#j@}2c&=fwA{fpIDJm-jK znmapy4)^{|V%}^L6vxu+^j(AxoydBMsCYkZ%j!K0RvkskQMCSnOdVPAezI4_@6-4~ zGD5$I4Nuavf!7b_u``U+3kIp;y1;jKI-Mg59EfofynYRf*2921XmAWk?!l}!qD*Q0 z&e_~%`d>hXk*t3|+kcJ?2NlRwnhi_St&)iS98~ULw@>|lB`qE$Me58xkFUw7wu=Uh z@p~GZU(RanNZyHeoyP04N8l=0oWtUqykCda2lI@R{C-u0NzT|i@#bN&Z1V04_@DD3 z)3LTU$)9zPF83g|@u?Z?yPs&CT}i)+95u{Sf&94}SJ=B%NtEiq$CK(8QSfbX`c5+B z1a3E9BglKatJ)>nrK0ozSpJ7ieY6`xg9X^N3VTLc1s2h zjPo9z)rt)g*{?QIOF9cFw?G`Iq6d?7cF_JgC8|D|){&5jKIY(QHY{_hS zt0>a|FLF|>8?48R2eZk0vR4MNefC$(!I67Jw*T~P%7)L1m&xmM54pd#Ui|^lMeKK$ zp7UUnDpSq8J`dM!=WR#O>sz**K>xSs_7_h{ZR70_n+3s33)ZL9YO99_+pQ0cynBYI zu$~_#pM;RWKxbbXQ$r#uGiXKgvf z_dTrMmA8IvhAR48Xg!!=JymTg87ahI{Ial_uqZEPj-B zy-4#N7Pn-v!}vte{74gTsu*X))2 zK(CWTmpbOjCz>82$9UX1gXP-m*~nUzb0C$CT?7JM#n8v-Ki#}{i!T4eiKFrLLahB& z`zq{n5Zk{+=IKycZQiTtKF8Rp7qmZnC9iSr4W&BMF_2GYp7Nx~PPWHb{3Md?)c!BA z@m}nB*Ltv-XYLVKc8Xr9l)9YOSDEoqv)A(K9e5PBUrVF6`QN$N)kK6inzuH!dK4BT zl6|K)o0{qy_k~g7z8ne){Z%>;o9Hfc5S-%E`Pi z_v*gDsl{;JW{&v~oCt$t(VHil_xF|6GF6NYF;Z{y4z_xop>J*c%}G*W+>Orufi@OCFfaymak%UK1VSF`u?A?wLg#<-R5EykTcjhYkog-ADq4YN;m zs&|rmKRZXRg~fKOQfb=cv+*8n{;}Crq$3sb*+*Q;5nK$ zVVNT4y342sh*-@@^a!TZXZ`HCJPmVNV(@K7%)b0wU8GV~>TfO3Iypc0@w2SAi;Z5! zoUica<8Wn_S9A6+)i2j-|0n#e6eV-g_9{RBpuxi|wn6K~=3B=5Pq7~7OmVKaR@1#P ze@Rxr?0#NP+6BC_O@Rzk^gB~D`LrNLOtXd*!TO%!?7=MBPJ}vwy@mOjFf7q#nUm7IkkrA78shMdR>$xhM9JIM&2Gx`0}3x?J%dfSdeoUkFwUGWa^Ju#pqmt^m*pD93rV7QjA>1;8O*P+qJvMI-Pxq zo5<3bSGR;_TZ~+09XZoHU*T5H4ECetBwo@3mRm@bCtve?rZ|%>bKsS_Y`GttoJ^@Y z|02(R&F>ogqAkmQg9+c0&ibq@=+@mf0=+`|5AX+N6` zoy_?emT#hE`vN;(#w%9vk0-^?Q)!iqu`?jNp}_hhNU%@L_(Pa~jW03gE38aDz602?6&qbt5dZTu?`x~| z3D)+U7d{MYbN+mamAsrD+2fHsam&4OpfzBC*(PECDHxxt$z<@{q{V{}4%aq_HGSCN zD)LsPb4i?hR-cvFa2?xrrfm)Ky(vB?Z^1EQ;7jbY7#C8Xxiz1>_T?wVYKnI z{*$Hy#NMOm@`bCN#l~#I)00&`*ATh0{x!J=V?^$#e`=nKp;VV=r5a*cXp|NS|1(k=!#bE4&G5L!pV@36F*^{+2) zJX1`)oo+kD`sw&^D%&qNN>$fXIU|}qY&F@o43F(jqnuOug16Mfk2}qkyrXT|Z>t`u z>9P~@H<|nYKNpr~@5x$bm+d^SCU^C_#z_sTiBNnPYM-<5`#5?=fi?52bfDMr^u8S{ zbz`@)ymvmv?-k$j38A(b&LeXLT>pypISVr%D<;Es5uUx~oz(lCfRUF#<5E7enobKy zd6xI{?7SiNzKz>uN%a^`W`{(o!hZsfoZ3#lshn{<4pUFSr0?;plXpg2K~w!bm0O0g z&$%?ahRhp``?zTRAr`z~+=}|i<`W zeH3f|=F6#HJj1)mF`UzUtMR5fe`^G%Jd69(NdMqzCAR9!PN^53JF=_InHmk_3go^M zzMqIt*;n~7Ys}>>_25?li$B1rRmSMU?#Xxjg_XQC>~F=GtHridJ$@c4IgvO>MBhjH z>~;If`1`R&vbyXNCFaxUKr$ttP%1{AMB?mR|6C-f<*G0_N)E!QoczgYgKJzNE~MSV z#@>hji(IwcYE>(bH@)e1iob@Fc{WC;rbkI^Xo!PjSnxO_z5>%TVbqo8*&Vcmx79Pp zUiR+JDl^DdgiTUwXCkj#VKvAVZC00GyqZePFOqkbe)CvzE|1viie#0!-?OG|Bxg>} z4>H%UtaAY!PK0+V$(N+is&0np1HwW8S95ND2t#kJnaeYGL1u#cS%!})T!v52NOVPnqf%x3X(urC?AR4ZCc68iho%_f4 zQ6%nf?01d&0sR*9;w5BQ$r_2-WBJKgSS(_%Ic$+Tb4~m#0m)?i&)J3KR_KHI)$|-o zmZwNsi+sr}o*ebbR?tF^g=};=|9gNG@A+!Wo7;%M!^o9Sa((b_HsAaRbCO-Dvsd2K zYXfVI!pj}B%E|SStTP*u)7Wn(1YZ!FFY-HQX+F~bLN-mV@{egS)Evo(REMWb_Wl~E z9}K7C$bYHm*HWz8LE2;JeiSK_nYc90m!os4X>McxzgT%7%fHVKFOc+IUfPV+YQpq- zBc+1sb>tdCik;9&t-*t|dXQC@7;_%ht~Khf#xBeHxdT0j4PJrFiK1wAk?dLw$qxHB ztd~=L-G(p82tSJFv0EjtKPbW`Z{)qc%R}L2XtWe(%0nx=?|#t! z3BO-upDXcWj>vPKzR5z9-NBvp8_wo4{ofBlsj2rKS+`)=V{pIJ|Jl#H1==Ic`O30 zeMY=2gufT^jE=rHo_#aEIk4f+iWKxr4HPn-tvm$@FnO%~TBq#aj z!s2+oH(hkt#kz0s(p1qQVbz$CEk`# z9cAh941L#&1*g;E9_vG6bLOe*2A=l}oPH(o7f?D6&b7?{B^$p5;{(W0PE`01TCcKF zD;!>iJ!fI=?PTeQGvC3r9xi5Q)(G}m<=y_?-$29Tp+Aa5i^w}pluNCwJY$(+{KxS0 zXy_+r$Yn;aZHysgt^~ENI8zADeME{mbh{o_hx@-5zSPrqE7aCvcx%#E;yYjQ#wz@O zH9e2zBM)HJXz! za_6X{ep7L(Ij>x)>n20u7M>ng06B1cWYg9o-Kv_dz7ts_(_CnJ~{flM^8SvSxOh zm%+GMG%06{?2Z3~cDYmcnAgANRYUp8Yp@<;_K5{oCwtlMWi0FJTH<+pNsgHjIGSgL zZ=2&=()DD;p(I#lm1qh7FO8a=b^{9H^0~A*Sq%Az?|lxjV_0G>Y+ho4Civc(XVoxc z?%DJfeTIt9jd|H|Ed0CIQZHt`@p4D18hf`TU+%&^#c$@(`eIBv-6)mtA{lY>Two85 z4YV3>r^oMb`H&5k8>yyI_pwz@Y6Gg56cPj{N+?0a%GUg6dM&;9YBzVExPm`R^h0egi`Ir%h--0$+< z8aT6sOyA(t`}kObR(q^o10XYkJ^#b5Pf7PNHfH5*;IDCXI?H_Tle0a$7 z<$rIp{46^Cfi=@z1!W&oo?M<<5P!>Sw?xa-79LNh+@+ zPRZuJUaURMC}n8;rPe1wJoS^mGh*__9ZHWG^tcON4bAk3cF&RQFl<~YzC6lPZufT) z{Zd`AjIZ1Y>`aeOAis!wlZ|y3WOsPwADEv z<0|d`<~0Y3@Q3o~8hDT=2=U{G%(|I;El61hf}e<&-?H~;(k_SaBG=$|nCV-sr_=h9 zf(UdUM&C%&sZgwgA640IGok`hYjgGxvdHOzxoJM!cH`B=csf*zZr5Q3ao=UgMFeHI(z= zjYY91vHn-y@esC8HfxgtCLCg>4@h?<8J~vp8Zn_N`S)Z0Ypq~8_nvd9Pm}#s?7N1{ zsfIEdU$W~jS$npL7Wsra+{hP`t+bh*HO2>CnT4&>v@eDmGx>KXUp;tOo@Fk=f$S|w zHp;zlZEDV5uuisvJXd%Ci}QK=HGOl(vIXfE^YmJDLYzCvDH4tORy7vAZ!&1#MnLo4dX*1@3C#n_q_r0ziYSQ&e7E67&qI5n} z?cAx}72ueVs_Kvp`C2i*d-@?@Ltoy6pK@%|vO@?8Cnr}MYgjbxZ!NuIWRE+>WG zp!EX2m~5Jh^xw=<&BfRuH26U4xmL5vER?LeqqOhG6W)U5DdfGKZWoJE%VG5^kIDVy zO-A0uV!qMOc4=`6gog?UGR%!npX6Not@VrGF+@JopLV6;L zTt(N?Wa!}i`yiJ6*5_ISb3L7^HG81+rqK`J2kW8#1ACromh7E<1{$?Qg??~PC8%Ds z`-g}9|FhiOQ@jrs4~ItfvyFj6GAgA?WH*-S2CGsS@Q3%xn!UC)ELl2ou3-^-Wp~*w zNc|_4UC5J{i|8F$=R%|A)c6)F*d;8uQTv=Sew&<)ypt+gci~(sEsya2BV_K!64}4p z5mtHD`Xc>WLN_`2Q;n`O30~kG^GT3B_4!=%qdxUXSq%OgtQTwHmg}lJc=}?qZG+(V zR>)k}E)|D!$Gt1E?0*7D z8t|XxSh^My8n9<0@!|oiSLy^c7V)aUek>d2OyIe!I0y&#!uKR&Jb*D`H2y8x8Sejr|#~Pd>Z8#%XJ$31qqzPRSm60cmmuDLFNg z>+u-&NM*V6Sg{V-c0g%9RQA%ohL~O0xOvvJU7z)Ac&_$ez_}Twet}(2;aci9Y|-jt zKeuSJ6Apvf_9M3XfkZd(>W3g!icJQ)YQ5Xl$u-c}Va8Kv)xy^!toSD@eDXAMei?k{0J**tIJSw+@3(qBJ`5r4z`5G{{{&d-pm3YWuJwW?T` zyZoa`(2xZNkaaJ6yd=K`>cI$M+mG6y_Ec*krOSYkBMc77UZwZ}w@M;LBk>ve}bw9(OW?H_=FWZSZ z$q4b0(e5?oa(a%!pD)DgAIX!aCilU)tl7UKadHHnhg;V}wTO{7@bO_OWSBHDs4oKI7faCPVa@hGDgNb51B8j4gAq zAlZ0RWqP;&9^}80pAgT}3R)&lF&erCuMm|+n7-r6rrXR_3jPXjqthN~N28{lvMXHYU z!=C}HU&E}a1eeeD)v#>19*?nG>S)wsfv?H%BQETNT|+UfEyO#(ySnj?Hbz5jv(G9g z^s*B@dHrAD6<ch*DsB5gg!sB*8cSD zWR!6{EKjqxvT=J-Tp3YEzUxQ{nxwmEaLG zoM^-+jg@P=Sp~6TFB#VJz2pil#gp#Dox(;dkB2!!k~~4pjFyvy+aZ?ItQYt+K1W3R z6P7P~?|E%HXkXF$*W=P8TztcfmCf|1*BgjI?~wjMcF#TGc4o?zLh^U@^_5x@tI2mQ zt0g~l2RN^SdQY4`5&u$keHp)d8ES*gK3ep+nANA4W1;_(yFS_Q7eFrgERqAH1@@&< zXliFHgV2xWtP8_Wu^{zq8?aa#>%nj4-cPTeyt~kOPdCDrFyw=J(>(22tlcUR4%%QbGDXE9n*<+rqq8LHQ9;=U9l>rgd2} z4ubX3w7$p)HDQ)q#$80OpK&awk+U26W+)am`pw?|#+sHB!cC2PteHo`{347_1&E7b z@-*E~)hc(p@)Tk=?G6z+_ChIjVSZxwJ0Z0JazEqyMSL&Mp;ANbbT&Rs3^zwmOn!`_l1PygpvFlH;> z{jY15M~r(k<{nGB><{SA7I|`VpElQ-;Xv|s;UUA}l}t15)8l=uM~S?7<~bRYTCmD? zS9*PYr#5$@PhZg>Rl{C}U-IgevBJDTx?FEw#v6L#V<-AN>Gf6qu1cP#u>W5ke-P|j zuxR#gHP^R>E8I_ETg>Xd%NXBle+QPO{_N*)%o&qwMT=DU8Y&WfPu9hl+!LQC8sP$M zrb2TwskeKl5!uGl@H~F^x=~8N{82W}InaK-O5*lmM(k(ilk^_Ub7o>{C+k77!E6!z z8tGk`>JLk1;g}{y2u#vBQhX)g3@FkDPnUAV`bEuJ@pvnEldWO}Tka8&=Ww!HZwuHq_ zCgB6-n{AB9@f8FXux)Yv|Ezcc9?Mljn9DDa+1F5GwcD_GXpk%vtI-KhQj_Qk{qDrQTUsuy@U9|OK`Z?Sbr8U zV3=5!OkuBhuQ==F`mPt&bui{aaq~)ZozBKJp>mmbm#{?gUTuTlciN^-Me1nux9;ZL z`3|GxT*m%J&py49WT}DwD`@7v<_DxhdW?cWHc`!M1nt&{XnmOT*kH%}(8wM!kbyB=6F{EICKd z$8o={vHP$u)LK@+50I?b{kX_xdY9=K|7vixsI?aw0}#H9L|Aj39q47?u`CI`D#Iarh9Ul2N6E zwheHngZ1KRqu(wT<@09l4-VrawT!&W*#ENFeg2!J-wu-Hj{N|L++_W|k+rswe1Ez< zNP@>nf1Oq1Up7drUgz&^zFsBi%evT4~ zh{dKb?8>4U)T)c8)3k0u%VgKRQQL`- zEd-A`(9Y-9)H>RvbuuP3H|Lw|`Wqd(^3Z!ocCZ+Eyq>>lw?Y&wO~=>tc-ox#R6m$Z zpYz*Pkw}H`JIz`FGO2R7lV2pOOrAR@V^nITXZK3>7A9ZkL$qrmLhetZAvBo{vsdBO z2lpG9;VE+5%Rl#6vGy6E27h>hFRyjY^FMrfh%a8lj+emWA`)cBQDM;_)!`Sz;3wlh zK;tXv@h~3Wjs;7#N&J6+W{*PcX7TO=a_6+kTo@na>f{91DKm^5>z&PyFT}a*&a5N` z6cuT(goa5E+m6-qmD$ z2&%vE%prVxj_fLAl(&p?>x;MnN>~84^&r)!zk2`I!Em=4lo9QF=$-d1$>7Vnm z^LSWt5mhk9RM@7<_&E^y!b*OtS1!V`y{uh?`up11qIAKTTUYpUg>B4YM?H)g@?S>FV) z%A|XoKUT!bT=xutUq3djr_C2E{1f(`t7Q*%J=a{7tV$h7`ZfOMlwvYlzKO@lN!UaD zJIYn*1oplRqrZaX86v=V9DbJWt#GF#olb9dlB=ovc-yjsXS-}2{E z==eTAYbA1g<-g0YKN)GtLh}ObI}|&ww=!iXbZU5)h5V_!ubDB5LgOJexxhMCRMfuM zRZb-mU(70(vvaC+CQsT@e5^>%;cR&%Yn8y!RC6p&qN^caj0Y!!$5NWq;j?3DdcE1Q z8#$ldM!V|l1Iu05o9cyc@PmxrUhGMwpX!kK(oE}E`dPTucYSao4!mU6OR>2G90yq^ zQpM<4GbNkjEcUv`=rdV2dl{!gWGoE2@vt?noCd?74F>G>%5^xF{B(JGR*d&0x6uoD zw!i3_>))^FS)0eKgu;cSyIK1-Mk&uy6SYXq+4u5W>Tp#~L(&{)h8E#)< z+9WpUhwoQ;cbq<#llvW4AlaGv4}Z8C4`%yb+`fv8x#G%axMb4bLYEUUFm)&vn6-@Y&K1?>uzKnd z9e^DfIp;K=w937Plhuv!B))wn!d~IORy4jrWT=ei*~PnvTxZcLIp=O$UmNQOc;#;0wR9_czjEt|Xsh(`r1Xlixcb_!M34CUZ_@9$_V~ zsQtHo4kOEQqg>$%d63ojT9O{iCUf}xf8y5wh@3{M>>NnV+}n7@9GJD@E&Chq6P`Sk zt%6EUY0meRr%%W5#6A$dRNq)@39F^PYGD{=5BGcg@fy;djc;eN>_NuhB@LMo!q zH|tUG_=Fec)6utle4QDufO=2=l{McbX2`kfOW>DJ%%|(Wfj$G_@*jjhCgmUeBl+8s zTQVN8M+8XS;1Nc@45lZ*J*UFw@q<%v_fpEwZzP1r&&v$Tkzr}ESRcg*2J4JvY&BMN%KI6^~SU8Wq*Q| zpA-qIV&hf3sk;8j!JJw`FJajdSNfpjB0~mZAR<#t8Dw;jmNhPw1K| z5=R&-8P;Eb;-lJ>5*t(9=mGJlGKSfu3q0v2*zOg3J|si#I2ZBX2bhuC zR&U_vEcQHu<;r-!w=uHM^Ik|l&2IOw;b=4EwA~g_qasVZLXweeoadn*Xpyz0lvtPQ z2_M6xHw)cLw>wb_0y z@S4-vqmX_tdhZvExI;YXB-SO*$IU#ww!WiSC6$vJSTRb9db#d9$bS!FdYJi>Yn1^Q z^&iR37hC?)=R%TIgllSbH-gJwqH(hOH)G>HV&xR=hR~=+!RjzbEEy~+*JPjTp!OhX zezyL8g0lz1?Hm~0OXK^*j1%?i4CjHk*MLP+DQOv&c8B;=?EE@8+F-#eULQc7X6!eC z?=PgqY6vbU@a<2HoSnF-TJ#)z$IvaFuteM1#wrKq z2-@Wd-xBSfhiiR)dpi$a7d<*pbuIXL%)+ zPIFTHP#P~}pEdYjnk*-hEPE&(Gv*|-wcxjF;4l$R>oMsJvQGASs|U`{VB=2Y{GGJh zG4v03UTK_N-pzTq4WvmbOt z0`aVMMr|#oj$+$!){Z^wbsg!O^OoayP4*pJEf%#SL0#6Yrp5m-E<53OVZjSV`XBb5 zja7@Fnq9+HAl4Ta$Ix#QJ+BnAChM6~3aPPO*Y^SJpG?f%c;V~bJ(+E0u;KtXbSKBN zqVHDr87cbb3O}C#Dr>!!Ua23D^PyYC_z|>uiUsnFKD*?b<8B!|Y)SI!;!N%`zbvx$ zz{Zd9rV*5%GOZOhTMiNDT(+AJ~QZ12wZO76vt zB;i8d^f#^ZN#{qbdUOJ4-(14mW+V;gmx7?eqKKeI{zT87is9v&_iTNOghn8;WW7(kY)aE*C*d(5@~2D@vEwXmXW^^(f6cvBoXd zubj)gTeT&w6C-l=>O9}I$(U>-2b1R|n&$NMVPrg*9r{`U=b0zf z!z%N-TX=JJjQ3^hWH#FZ>3d0>PpQfEeLfvu=jG3dh4*WfJPM~n<87Xts>v^SZzY_L zGt)4LRmZRYKaKvU*Q?{;yb-XfS! z;(_;J=q3oxBYo~Vw}w&!_%C9YLH=%J)V{bq8rF{)|77zGhVuWPulO8}dD1Wv@*C*d zf;UaY{HD0@Gd|wOMt$j+=ij*w%jxTxbol?B{n@)%joiuplR9^)nS2gSX6d_-9foN; zMc=7(t_aghX|Rn{cd~s>Up3WppjoEi+*+@8EI|89wpeb&i;PgzyHCLIL^__woAzS$ z`=Ve@1(fGYxeJneC3yxjK>sI=UX}c}hz)sKy^Al5;9Ups;N+WG;QgF!=#e%0{ z(34+Wj#Wiz{5iz4OL_^u)fShIV2w{*?Id!x!N9M1aBAXwYrSbovS(=alQEjmG?nze zz@hE1$lk^$XqSj~y4dmr98zVistDMOR;ft!G^X5%hb`bT*2t-~H5~tsGw)bB{|m8B zQ2mzw4Wnb8#f&eAbW7M_EU7QT@$$4=%hR9tUS+miEh028xQ4lzRhp4&3i+Q9C9k8~ zH`rJOGe(I!siJzH==?6P9D+Z&n|LlZA4r?jQ2dd+M__&Gn4e0<6ULLcFHHstTa_bvgDHb+f~+i zth2y)mq79WY@80$T-P5+{~LMk>lpB&p50)X9CNjdT#{Dhp}rq}-Nm1h!{P(@yeujW zC(TxKq$bvx`kf8e;iUSAY#;Ki%f@D>aFxk}0Q-v%@T(HaF7!X+Cj0UaV!Cw{bIjToS{o;AX0v9Zb`HeBoV4 zAI63~*yCJCCZlEFlon)*W72~>`!P4oA~ zIQ5b^@d`WU)YJr?`mD5-Z})X0otEKUFWOEKCCak$Jv^`mkA2$s zuR*Pq&&W9?_8Kfdz>5yPPw-!1qo)d2sya`Ba_%_)4ZYMMOvdG=Y`x9vH<{yd-kk~% zwK4J?JjpZIR0UbdC$q^8H7$+->P<{ubs= zUZl5q!Dv31eU5v?q^pd44-VWamR!JFYG7I=*zUo*d91!qiyg2`uH6&h)>aJa&gLI! zyACfpvHN7YC&x-fdbA?PC|d8sf-0Db`$YF+S$%Oq zG-#;JFi5u+d1}Mr$pSBJglpxE`4=xPCiZU8?=`-VeSO7QB(*<(p=S{uy^_se^7}SD zat5&?rd|T0vw6)VmY$^FAUw#v+`15&$hK9WkaH-DA(7Q#f2_?ezV)!r)84JH{+^}( zA>%$A$kXO~M4t6l;$!e6r<{jDV-pYS0GG=P;%Q@Af66l7lI{hD7Rp_xk$#`X zhOJoO2WXrm;yp&g> zY5y*-SVOxD$=kjl3j8Z(B?_;B&K5{)gKjt1P79%$b@>)3oI>x^R;(%>oyS6Xg7*%; zI2l_SL9+;Kt|o8p8l+B5R{jzGs!Wy(tQOa>c#<}<7DEH=(n>HT=vnDifdJ^7*^CR;I)D*I!a^P=pZO%A25 zeE2ym+yl+eU_TzOPvot6W>MGbd=5kk@vqb|sE5VnATt}X$uyMQD2@DG!K`ht=tw#* zWX(&lAo+SeHEKWawDL+>{fa^+l>+x;qb5A*K3=jPzJ13^V~mqi%ehkC45`1_qcq0c zT(B~Xg?BL$A)1AoLTipE#oZ=>W$C@ZQXtb@*-WN2a3opU|tR-*T8_FJdj6yBK@&i7Iy^`}_SEPG7?2E7`6E z8Q)^LxBRYwN2iD(=do8=uZ<^Z&Yz?zMye}cMyga5JwY_-gj@62B~?mKrNenT@kA{}}idCDUU@ zdc=&M!89y;h-I>i>@>)R>!W#l39=N|?^l04C6a!P$NjYY41X^ZEwYF7Pr7}_208g~ z9B&zIgmbX&6F6oUeG6RO$Sz$mCWxL$lZ}|$5l@@IaEqjEh4^C$n)K2uyULRHp*Vb#aU)NOzsBW0 z=I&{%TI5@8+|OC8u357ew2>L=^O;T9Sj5k-aAO1nQv+-mz3+m_Lg+oAP3}&eO8?p< zyPY1n<8=(XoNk=+y}H7z?}#6%;`J0ZHm6r-cpOFVy>vLn-*3=(ff?@Pn^kCgk64)d zL%9arjFp3ovYwuAyOztowUIpOMYd=uT8yU0*ZQ{BBY7WEE%*fMaqie8f6N;ETFR@7 zV*WL7djg_E*g92X^T~D`>*ce{PFnQDvIfvwO_OtAm8Wj0B=aym*FZOw5B}v<|B|N< zF73mS$3?t4&`KoyR$RJAzjk<-YIiH>Ta+*CHp4?+Ys;3&*7_E7#=(3%>pc$PiM%Y= z%*oFC5j1XxTQC1V>UUPwC&-cdu(?N=`f(LWw}x~FVNNa4?fwGGq`Khy?7YqV`DB@j zrVH8NedDB3O)|0N{6zzD=M&sDY<`fnCDm|_5FheXJZD6%HFq=mEattblQU72%*nZj zAg}6GVV_uwXE&4yD_NdOgbX z?xO1jMtj0&ZT-$YrcVp5qEe~hH*6_G%Tx_Gi8M>dn_S1)8#zzkJA5T0%?LKR4Q}6K z&ub)@XO){M@?Z1_6#(I3WRVe#7Q!B0=-|hp= zwPY=d0o@?Ch0eJ%&{}jUi?6S-Y%5y*Y=jCVxdNuCThaiksXg7toC9E!XXF1z(w%_q zRDEp#*Q`xnP?3}*L$gRJR3Z{lQkgZ&kp6`fp=d5bgCUtpDMbmn zzTf?Rm&^M;?>T4hz1F?%wf1?=*?X;_eET^u><5zGr`P-0?gbchBIQsz72(N8L-KLw zvg5xlDU*r(8QRvy#_6y)l)s;<-)+!piDMO@av1Hdpl>qRRAz(Zzi8tBow%JnvcL17 z@!GZKL7UjLg1-vW=?7RHh-<0XkkvD1vsMk-WoKhkb4U#%@6`Gz*Q8EQ*8JtW{a<3l ziAK1|9N*cs$#Z?B9_F$2jmB(Co)<_w+115KkqD5yyI;cPNmpf!S8|J|-q}+umFliN z{GC0M$!U{a0zK$>H$R!-+SDZ7Yn)XqImwZDe^$_EWoXvjXJ5j>qF(lIW&izp`W$cm zY)_^>K2<94o2AAsjl=J`1IXIV%2<`WNmZcu6ds(zR-a(!YjAuUKFP546RDDOe40C$ zqOeQG`HrOc1z$TF)Q3!Pg5EnD>AIXk7R^6l$A&N{ezg?7eDWULPOq_3Qq6C;UU^Ig3z11 z=mA`Lkn~w|mZ!tL;Fx{Kh4py>u1p~7dt}_oLbHsQIsy-ns=WS(lchOSX7cpYMX2fY z-A$6zvpWmEoA7Ze-zmu_-yv_l#V)|lH()zkudR)>ltns9> z%2i+JE%!TFvG6qBe?^B^^qSRad5?QOEviE2X=9v4hcC=eqiFF6(D+ajH>| z)&5Uc9E72xwa?qj<9(ijZ?W!?WXYY=YNO@5+EMsdLtm}1X(f;7iXBa0maKw{SpOMg z%odF=hUF-nypg3I!@lBVI>5QbBs(7?|Ay5>ksx_hDnR3Xqc6mUnk;{Z6Yb5IdB7S;y3o9alr(V-`FTYrYVlZuUDX`R~&rE6Gx0xHI|AXS?LA z9wnmnz~8}Q#nZ6ufYFOEG`m0k#?eI1YvBE@ag&GRKGE(c9(^LsF4OxIzbEsFldxzr zeq0TQ5!l)uV|F{2d!%HByOM__xBLJx>kZ>g#GFC!9|7g_$kvdSzl%Bfe(zgV|Br;LSn*d3Xly2F2J`@i%tX)@j*ejcp}qxXXT*E#JzlFH{98+h z!};d9@Y;^SSuyoA7R-R^9(tXC{~g54ywRw`a;HH(`{AxN%6gvlqAUB7`%>P}30Hn6 z+1C(DcB1TYNM4FQY}ZVj$v*vyAe?91dGGcRK7Nb|b;O#kuqsv{=U$dyLaWwn-`Qwg z+zXU}#x)SG$UEk^x5zHM>98t|cV+baf(TQLgBz6@mIZJ#->Zo>%VAi#NDmo9c@D>6DcjS)H<+H;xip7Vwrl15V!VTgcy# zwH_702at3mzrR9MUB*(!XqA20hr;)D$d@2pZ}KPW_aK}&8|%Nups{f2Chm@*(G}*6 zx5zjV#)sfhVOsQqLm!e}#9JRU4;P`uNVe<6rt8GQU-kZ@Ja_8r8c3AYauW|cPk$HEu7msGJb$h$ z+PsW?$&2u?9&W;{yk%-8ihbs8@p!m?3%le1DK3Urp!KtQ8Lih;(w4}HrolDn`H z@2F-L-3hz@@FO+Acf$7=HoTp6rjxHXOMk+)ck<6}te7{U4a_YjyuPn}FKUwxA zUBw&D5#4)hJw=qhO3$f4TUgW@>)KV&$h(dvY?$XOdE0*@z5BEDCVuw9*WdmH?0J)b$j@l$@ zqpwf(`z(A*k}Kcgo4cc}Q4ss87^j7+o+kHS#wgDwXVR%1c6RamQ4uhC8nZt1Q@zhG z7~yXb@LW;gHg;PB+tj;#lVvNjdDeuEbZv5}eGco*GeZP!d)7hqz z7&!#@UZg`Z%mNvwCEDEkGQ_jZpwh2*D_tT(%N(sSMdWPR`5taL41d%0o}?Y6LDs!5;5^4lOiRnM~^l)NF?-fLH(>ibHN8i>)V1Hpng{WV?Aj?w-v5lADp6y_ z=u~b#kw3Q*rLw*@?*eahq?qydiXm(8cPT#HEh5c@P-UoW(8qSzp34971SGkNFA?EZ z(C`ScD0$s4VwpxX%TvLd9edJMOZjKo9xSq*EMiqB@lxnz73Eek?#BvENtJwCoynFx zwLJ@>*A*~$f)$hXVv@NqHJ6&{JKv8^qvu8bwbsX#{QEw3S;)Sr^L&|4AG`0|>&!{6 zzp-F;&+db+?2)}}J0SEjZ`&mP?SR0S*tA$5*}Hk7c5Qg}IeIL`vlj8sHe@^lj~me7 zdz?Mdh^Mf`du)<#E%#&iUKSsMn=Ac2&;Qr>Y3{R5gx)YLna{dM@rY40Y|RHgWAko) zeqn@DAeH<=C*W9WT+QNf1I_u#!1Ocw8+c*Xc9am`XtD2-e6dmP^F9|G#rz z?e`cs{(t3))CZkQmLJ&h9!O;`Yg=AXNJP2U=Z0eBG0qpk+|mV~%Ru)6(PWDweW8<8 zho^{oI%TuPU(B3>a6W!4VjG0%@z8 z*=m_zvuZrgd$I>9`5U&7=_dMJ<7@@EJRkz}(BJ1IY*i2q^Cq}7Ex*L&wtnYK>M_i7 z)hyL=6bOv^=ck*Jeg$PG|ERb?;wU9%9aNk>0goMb{sj4@5gRimmA*fUkxsQa=tGqc?m&RdS)_gW*?dGhIn&;U|x*O_m z(XxbI4iGt#zvxUqi;J9H{VpS(q?+=}dKqM#WZ$_6e(MXcdK3@$VN~|gG}F&uUi&5a zK4z7k*m@O?9;wA}{kO%aui5C$f@dbXX%p|i49;EQbc~+*=_?gUv;VF-Z5r~HVmvb| zxjONX@w_5ARI=0R8?(o)bUqGVl|;1pIFa1LUt&T{TzwG^*PE+KV#|fbPc+Y4teX7r zfArl2xdZk1Ird%wnPgf#mBqTi=0&ot#n9xneO{|h=J~APswqnCbZx4v-^V9wxCc0x zR?Q$fo|m-usS24&u~{YUhCyPc-il$zMswtDOc(&Ge2+d~EX!(z;hQs!@}f zq_zG#ig(F8(S)3@ICHOS&mj3eGvvz!ST@GPtYO$8PFw+jauCRRuu*!RV~nu{3`y;% zL0YBuKz96X6+KVEtN-Zq5Q%Rf--{5v#4K8ad=EqGNBXa3!zN;8U%xA3=e@>EcHOQ% zy(4aJ;NNSsxCoM+^^h7+i+xTG%RC3Un4EdrkQ#r9)A9TNuy!VUr;=dmR3&%fA()*i ze4o%dIW>~OGT9oRpv&W0cQYeT`H1Zw5aYgr z!oj3{m;~8jll#nn^>MMkpE5shHC8H%r@mL#dA!A2vy!%d1<#tq z^3ilJi8tf!lX(JZ#+$XZqve@uKl6wm*s2m*tn)!I4TOVOdALmGJjjG%w_i z;xSg;NV7aKyMm0_k$n)!57TFF{xsfw+z@`ch%R^0w}DT^NR}s6?~9PFdGj{2)Gk)d zn$kmQwG!uQL#MS*{moUia4l~d=D@oVOqa9Mm-@+GfDu|8DsFtuLo(75{`D+GlCSVL zu`l)8lj|qgF4X78+TM+ksYP?L_*)8dI*UlX_}xx68gKsFhe>Zi>tpRN_GtmmZNbnY ztQ!1oA@NjrEYWweUF^o@qeQ{vKRHwDVOTefF4--60RLq2-9n1RecmY>>T9 z^UX|+wZGM|8E|VrhR!TF4K}B+!L6*C{A!Cy_91y**2B#>y$#|m{r`?#=CI6Uh?aoU z(V|9W*loj?9pu@{SDIni+u~1Yn!f>?t>8S1IJexX{?#D1#Yj0 zV&CZm_rr)(jIq z=4WMLaRTPHV2?qNNQJt*)5)rsJR2MUpWS3Hf)@kXFuhiT($Dl5kBO#Z>FO-TjJi(z-RwnOQX%D>s2w3~j{8UG=(>u>Z( z73;6CtSf&h=JR4PDNijQhjlXNj={m}A^97v@;-kG&%c_kAK*$g=Ux>Vo?yR|{T#@m zy)e0`e*eb#&ZHYp_oBv6b&O=ueMrxrz+ofK9YvO8P;Y`IKNjdalZRgIik1+Z!dkWc z8?D_u+Fjzx-N%ZKX%CbnbPpgZiMbo+J@b2MBbxWAe^`oem{!( zm+9eR{a#4ZJ$yGa-#Ru)#e@M+3JTM4KC!w1EmP@fJYG-a4Y#;9xiH50U(sD$Rz7|1 zio9W{2mAY=Ux*)^hha~UuQ}V)!TjRn&HlXkW~*d4$z4(n`hUZRj@JGvzL^z>!(er= zc$~Z3;kBFAW$=-LNJXMD;#9KN9&Y9-gAI9}R3DlQvkNN0Gp4E{TwPT5jWK2G? zWR05v$0C?rTf|9R?&4E&+i!(NU+1>tY_gG@NwcfXu5vyLW#7+YBU}vS!;PA19#tTp8ZSG^4brwEt$m3IO^vqx$-JqE=cMyg`u)C8<8A}1qR z4?b`-JzMGjL!23io!fEz4-Ci~?b}_w$Xt*t@~MdWwQE*DxFZes=VyPr!?+$-uHu&q z^mrlEQ`@Wz`_*Eha#;2WcKm|*R~Y+KsI>JdwG=i(@NEbrwp_$Rhx6*`ID46K^0ej= zcFn4(_4@nQ^^-_-tI?X8&rabVzq{^d$5xBA$zuB#7ENUHxyG0b(*wkvEk-G9^sHSP z!TQ7T|66DB4mLZm@+=^Gmy6STxjA$Ri>|?=7Qup6!BsN-V!;Uhy#V?H`R=)7 zOg-0Quw<2XMKP(ne|KPVb~Ls(+Hz8kg?@b!? zWrfeZte;24@e~aS7*>)@M&Mv@jjIdIRyK$x-%Uo}M%D%DZ$&t5>U-F7V z!n{A|P?$E!tJxes>$81o24%!hLi>_Mbn^-YYKWCI=(E1ba&UL&OTcnQ6Ox&o+H}ZrtJI=Enf2G-C5r4RVY`N;E#1 zOasVq3C}1@&(x@{!MC#7{XG20I?&cojekrfQP$+nW#u-wbb+5Y;Ms$;DN2X)F(cJ@ zUuJ``qQpX8o~+%&M9aHz>MP#$JWD0Se#Z z_S>+U0q<&JX`ajua7|ktHo=JR`d7T5kINyKdzU-uaG1|+wVfo|Hp7Saa5MX5ZiHKV z9#9OfhvV!=kQt)y)KxxIbV=5+-{Ex#nQy|YX;5xVzu_c3rQlcxtbC~8zNn#SG7tZ& ziuW~Pa;KSQmb;N6FnUDKLulL(GUK6L*}2Q`Fsn4XV%Ty$|Asr2dHF1#vS%ne(9ahi zKH}#OLun1}bzs%3vQFl$60V=hCUaP;3j{{%xrCp$;K!3Jdm_swQ&fG@_7=CU=UX+z zoO@X!>%6koei%I;WQ((4bRf;zy6Q__ewypEOYc|blLL2zvm>B>l`E1>vWuQx#j>w4 zK5vnVyKY$vzzi&Pe=1B3E7llsBKc~mmb zwj*s>_^ie71*}{?mrGj zscO9r(r1Wd^F@b4VA7udOt{4D$)UNtW-^p#C3BQ@3dlYb77zHht|Q z*IKRf{jf0qZ9}g%?mzOxySlblX<3f^EyVplAo7a{u#*)IrB!kn=iBm9e5uA84<+eK zvWE4E#-R19;|@bUdAg-;y@phC69-K5yyZd=38Dk{xF|(*pJbSYivie1VOR z7_WjJzvBl>a5`^ppXUd^Lg`5T595VLk?${7SOvv5$k~jYl2fZ2yQeN)cNiZ=lP9&< z;Pa!-KBZN1M*f7E^YJYe)GjsBq5_s|pur>&Ewk^_SU7@pp2gI^+3XHnO!oM!-FuH- z-{>hBp|UQf6a9B#dRek&U*%<_tIH+>^}0Vk?82i5=r_;b6}8&L-cQnf3QJ|@-*UG7 z5E>5~|9RFu!icr$R*&WWgws+QOod!(aEyXo>agZb=fSS*NZXk-87*>75UWna<_a*# zz5hzH#18G-kZQAYPivQV+`W9df+gFrV)hGWrG8c(Okl~ZQ+$=ZM)1!4VD&%pmx4++ z96W_qdFOwdxY^CIn_>7ChE6r=^Yr@-2H#<8-d9Y)_`!7f1T(Vss;w)tpDmdndP4OB z?dS26Z4gLa^dGS!Z#$dv@vO{EPT23^_A^#~VBA#oz04@fU|w9*$*%e%eD1)5@8-)x zMVR$a=*Cio`AH{yZ!MOjde=_lt|3KD=Q{GN7W6tmtJHd*g|kOPVz>V%=si0>F2=#B zVn*JsFVtqJsGbTP7ve(V$2z*E9zgbeU2CNM=sel~*9)R}vc~Qe*_*Oc@-f|ky{SU7 zON^PbKfBmVwmoMt3QErr>TSs{AOF-~@crmjgXW3Qn1AXb^c?)Qo$ z*?qi`B{s74|HQ4g#N_wkb(}u0p}}@nw9)!xI%iEpX-p}}BB_y{94=pDLDqfTNP^VU zzMlOW(R3XaCMWJdwy8*p>F}vdYnE zGgh*Z{zZeA>H8zu^Ms=kKChw4OpIuz)rqeD7LLjCT8po|isv7SElpXoGflIyb~sNu z6Z6W`xHGIO=wSzLC+GGBjtw*ZU~@nt-2IOy9*xVl&}59izxVGKd`w;OC!l;AEglkS z_M^o~uANJsGJ3xhkFr1WNFMPTKW;46W+m%q&ZUlDTfF=c1Fzy+sWzHiKyPVvDw${c z-%qR5)xC!vpOJDsnZ7aF_eOY$O}@mR<4HWk-^qCTI3_38(4S&O>W7@6uR-kdHf_SP zCXT!UpXHb{+=%O7nzd99`m~3&N;{M640SPg32UaRcwcR@da64#SMkPp`Y`ycAWz`H7fTii-s-bpZh5p&y{I}T#~ z$X$vJMmWCC|FyiWFHY}<%Dud7FDur^s;nJ&Q50Y9cpdnSVv9QZY0JxBg}@ycaW`9R zh5xz6{fR7RlRLZp>Oy}Po}I-{-o?b>#_L1+4`KWlJijsWY3^4xvdoRpxC~DUv-ogm ze#yeulj~*3jW<$qtfXe(cVg8Fw#r(g*!cv~uGD6melLgnhjd=Y4<2>445@w;OY3W! zckRCxSS`B~*1%x}t|!w_ZAc}K-OX~x!ZTIrmm2c}_`fTPwc-i)I1(!-1KD(~YZt_? zgURxZm~sPuNS%XjG;ij}KG-A+`9#quHBw4I>1GjUiBaDs_mdE5uI-CBF&7tV`};bQ z|01RphuJDvz7C&KP)|mzdCq(WndP|B-gP<>Mhp4POHNF>%oFpTgm-OA^2T~Enm2PxckUC z?EV@X{0}}o$#n}y+7^(gq3CLn zhWs6{=|C*0440bZI7ZZM##7&dd4Co-61vUBq*O3z#CL1E_B5^fkhK*)Pc$pU*2!S@ z7%d-y!)Tv>VUOPYe3p6mPZCzw<8(aA-j@E3H^cp8VZRi@by;%<&wNe4i6+UonDvYK z&iyv~od?%s5Br>zjyK*NELRsd-WNl2M{t07xD*-lEjsTbyTYRygje9nD4w{>c&X2` z(wNI(bEFt@D*NXC>U)-K4yjvwKAfKvq2p4veMS51)Op(&P5Ia?@(qGv6L#tjqX8m! zQx?D1*mq!cEgVXPmDW&rOB}6L@U7)s=r3a13m}lpxv$XuC0=+4%;y`cFP;pCP(AqO z-o3p(lWFlcWaeeyBpc2C9S&hz%u&IQ_t2IoGkql;Iju8v(x_$9KOOh$r_Vv+ec$> z*6b}2r+2|BIo2N#i&If3*|fW0RB4t!f;F-l_jLc>60Z-$-1D^_#qzr_{$&`X=FTMr z-tkL81jwD@&7@t5`}JA>30FLiWt&{rjtsp?`<;IiN!CJ?>}cN0Q~v+o5!u64&tUCZ z40#m;vU98$oKutJY7rxKXV*hHt9-7*g~MT&3|D)3cxjeTEzUc%xre>79{XQ*znZ+4 zz-B+~*J(F}3~Sl(U+8Zk>k|;I?Ji>h&6D3@rnvGa)UG2(@~e(=eH{`!t-n0wzL2Hv zfp>D#-ouN!;8W^F&o)ohHA2?pULx+LqVd7x9mMWy^>{K_A9wv8+(|~67YjZQgi)S5 zEW+_*s%dVlnXK^uIkRHyN1iha(=X*Ezw((wT)Q6+i{Iq!-bQ{lR==mPeX0xhqhp*QH-I&&IsOHyA0g>7+{?4c9S{s+{cyGreN#c|6MSpT>LdJoUu3(;DCPW>^-1;l z_R0D=4#K~%?(O^{tA%r~U5&h{NYsla7rDdRj(Iyg9a!M+-(Z@Y;DfRHX=k1#|LHi@ z8O~i?op<|3vcT0aPQ+UVsU2c?_GV-k-VT0M0b*<71*^BvqU5v|~jwxbuQE1;PjveUgF+B4K@#!FTY(e@Lu;MwAyb8;6M1y`<@iPnk zgi*;AJPZS}bL2`#cfvZm>uZ>=4l+)5ab7R>G&j~_o}VoHeIZjs%k?5nzG>V`u4E%f z9+a+nS?v0(zxhfm>&E`s{g|iUUHHL6Fsf&MNTsFj?pHSHuY><@n+5k_!f=`#ignld zw~xIqV~NjnlfSJh?9Mb!ZLL>0 zGuP_dwBWpR-?({9af-i+6dJo2(==ar0$OWhZV{Y~`Eh4eqp4 zL-lC7z3cx}Ey~ehlRlG!Wk2#J!^$H1HZf{X{q)7bMrP+>5Wh;yJ5|f%x9mgu%ShiJ z&W*9-I}%*RS}%}bDi1B@d)noCYlk;S^M-raWt?7@;$+qxwd5zcuTHM9)Y3jy&wcQs zyY~M$zSRHZ)0m;3EG7|NBUuac(6)tBs9!h}0kAWjt#DyJb)JYO-f%;~=)U z7t-TlaRdu5(QilE>@`w$>bE6(Dx4ijljPFMx5i}9%9^rmqDCF|Y$pB=hvwm0x5AIS zh1u!4tQ$KF*86Eu9QW30H%ly8ggvvhTtx1B=-*Den_+XDnDjo*`~$~Tw9LDZ^4hn+ z*}L7lWG+kP>bH4+RyzC&i{$EUCZ=W|)OMV^9Ru<{znlIxkR$s-bLT&r7aR`13J^+G zrkS{t`X7C8KD#SZd*gGMwPKBqFn?IDYh0Us?5TBj8J}#<%YSq9eN1icn@9<=K8|^P z;BXXud$8E?M%*R#uB1x~|KEl5AEf^u23@D;e=#Q&YJZ0JQT%F+dErnqMK_*xlq;9> zgS?Hqm9$xDl$>QR!>@>c^D(UktLJ`nFcdCj-Ql9)YvRTk1@l!hPo`Q{o*I3@l0{&W zYGzlF>kCrv<#Wk}wwbn7V7E_`}&?knz|U8%mu|+azE{|`ne}*&KBK&&_iK;97N-3ju$oK=I!9Y z#>jrFOUxI?`m2wa@R%$1Ch#8Zl2LT4=ut1A5UoYmD=zqo-&w z3Q~E0S(!cy+?#fAzf{i8GJ3e2zx30~EGTE?LUu_u;InVC=roqv!pax(oEz}%2GJ~Z8F_&BuiH~*CuoBL{kSLYets)nT)I1!FL`lKjo7@ zjtydU9@@^%j&rHLT&1j;S+x)t9mVWJlR?D zx7NMP2P66PX5Rx}b|ke;zt?AN@nfF|*@l)!x#|?M9tHCmtdM*;`Sx`M*_xPL4%hQF zqQ@52D`lhy=y@0at;7P^h50ZPh84{2sVVjWo_w$O!Vo{!eZ{jholUAd1t^YoUd>CcHJIc z)e8E~9q_4iD2e%3=(!3FM(V4yn3me{dCK<({a3Ne;qFX2v;4!ZtO5UuJgBFbmP*5` z$@V@CJDVjY7=Ijnt`)~;Ln%*3dO-FVUO0yy+1;Lf2p5TBpS!pG%e7f^n*4oF!Eb-^ zjl$In*douF-w}!4i^*wL*0t)!1V=DNFlnx)sq1)erW z+hn)Qd*&%Ld;`9zLzZt-??e7~EmxV*52RP_8!qIR$>KKK+3i@8T&dkyzY#BdTlCF$ zv&?sk-RWfQ zGjd{W?E+~J!0FwhOmFNd?cQsTp9kU8n^5|IoR6_f?tZ>zmF#|~X{;ahRFV%L&8td^ z1?S`RU^+fja5r)q-0l)pT0-zGvX&;*d{>rcho7MGI$rD%ZBs*Lpy>SsE=|Gq-SkWy zrrdX(#21qhzAfp$b#y)!|DxAxdDc%nVX}X9V3`W*U;EtANT=b>Oo)CUa+UBiQTJeN zQ)%mG{&6*IU*HQTv+V)=;0;nAqQ?(t{sfyRlk_xrHNu%LY?Lg;E%f!REAG+5gT|fb zuVg6Q3&k(su?dfRvGNu_uY$^Ev(fd>(traK3)J(RLMYC|4lCoBZuVZIctCo)P|MwC#L8Z=)ZDcD}7I=ym+(py=e4_*3e2Y)trOgI;A*+16u+;@1)P<(BQ zbtl0#St1Kz@FG8xRpx3}4KeTDPnuP5O6HoC7@ch8Z^K{{=|9#(6&C8~Q}zenYvkwf z<~Jy&+QLUrt}niP$V)rW??z{{V&yYECp%UtEc;L&sVsgMo!ZkTPlPTp&lESpLeeZJ zY2G#z$Hs?^@qvB^@u5j#z;EtqviAK7o;4bB&+*m1Fq^=}oA9TszgxnwJ~V5y#gAgt zXgV)s*G2{R>o1ZyJNq_^1J^=tkGTFlZylzut&VhI>m$iq977Mpzt)gU4ykWh%zQ^rm91iQX;05$#yMStoC~dOj@9$|Ola(;OG6%88LkgNxjFPd$Dp_Mm}(&d z;ByZ4{f}k`vBWo`#t5-240%JVR1Z(p?ayeDs@x4An^iO=NIKBn^TGIf7OdZKU-^Xy zvkY^xYyA^5+V4L1VAliak?(t*VK6}i%YE{EINdHby(hBg8|q~=?Er%{;^zLO-)zLe z`hFa;GsNifG%RbhFGTgn$vYM2pT&hDu58bm)k&WfkZAhR-kj9Rae5JH(BFW(j@|Y4zosVkURbCoapBBZ*a~2vsxtoLHq1m zxYTGr!tYUMmiY9f7DKeW6t7aNtT5y*D&W8e7<#nvm(i^ndrroK+Z`!w+@IOvXR~c@ zlHMbhe1xez#P7@DG)F|afyQ;oJ>QwJ+Ly-vRQG#R#m8yp|T&p#BwJL}_LT)m6V z@8jKY7|$1buYpcmxQvJXd+sl?&Mp~Xo-6R{Q+UQ+xNn30T6d*g*nT?XC$Pu|V^irmW>oZHR6dbQd1Y!KWv*z6mEj6P=d9Y#M~# zV1>32&3?H1MW)mx&92buEV|6Blw9^r@F45+^0sjV>r62VC7;=Dem+vH8Okb$@sRhS zv7MD(g8pc|PU7(|>p8W=OR!4zP5(mfQt-XW{nFPg-$|bb(ByIdU&e-;u(PR_WAP)^ zUh`)EBQYSE<<6nw3Gn*LXsLwQ8yAy{Hd)1+;ztj2#fNb20IButc?CW4CirZh>N``$ z{aaOIo{eJ<;=^HB_647NlaD;iI$8A}=KaSDny|tX`kkcJKz}87U1?0n>bVgG-=de3 zG*vgc!#yjQ?_{Y5p?f4rle4EJYdkG3J&zk-(>S@?TJwrg^dF+HRKfX)l*z4|tjP0e zxj#hn{b2^ylyTkt=8NrQs^i*!#M>_JAueH;tc+M^l)M|vs+ZYhdKkK&!|)9jJI?V` zw+>>1&2OnMaSdO}j-*XysNFoX1FPQ+&1Bvl$7&Nvlyz+vEJ7_$Dk53cN-@?3dxS!pJ`3CbOHY88YRLJjvSk^rM;>-e9l*F>F zX5WQ+UX16dj#ppY%5H;1qIa?3Jne>&=u>CU6Q{>?6fi@(XZy%d@qv12IIvr1#3_*z7)t%)m}Ts4|QyxpMxbOXmqEDkyZ9@X?wHyxz71R#m$xEYDdPbnEeJ4 zAL#v1HhEJ#IGUe*OZ(T!xkJC3$TUL)PE`7vw%LRKwK2cJqpWD%g!NB~U8!{S5lh#C z>p-|a%a3k!<`Q~t#`B4;J&qJ(VRir>mLtVA{?+5jBaENS!G&1hYV1e`nN)*XAgZOd z`IU~egKBZVSMk(~SYm)k_6M%s@BFuP%d>=UwVo=I@&Y^W)I)zZt!M1)(0#VR${&j58!;?-rT)|QC4b+|YHNMhA16*# z#>soJYa+(}%Kl%t1ITxx>a;rA=lwA;74G(sI5{dhKqD28lg%|NobMFbo}oo6p4g9< z*YtA?tBlwG(KL9+U+wAjr9LZ*2M^OG&ja5g-90er%3D5g&zW`jmHpd|(aCt0nl7nd zaJ>lp8r-VT@qH|7qg@3o&050h@V!Bx5luoMz`Lg&2~uLLz3g2EydF}@ux;ueAd$oM_bS` z+1_8oh)QJ3JA}_!`3C;A+xLm=OK!q1t|rfikXQnF0arW%rJeL_1kGkzJ!X^+5c@+c zdr(iSu_u+Je!_&K@F7(rlI7x05+&Pi_Kx>5#&K}3A#NXwBlTz)_T=qZLpB?(Rd)U7 zyT^~NZ%6hE$bAB=cJcRZv^O@3`@d;+J`R6kgk*i44konOp1+Cup-y;bG)kMZneLa5{FQnWrFm&W1dsjkdDU=gfMw$9u5QEHpy zNy}J0yiLxbK2LLpQiBI}7m;o=%i&_fG@2}M_wXznGRODw z*JtG4!PYnHa}qhnn-OkegQfa?7{;k^xQj2XXUWvi&WgofNVk_K-G-sR;P07!j}!CX zgHBKFit@2R{>T5<>oKd^O7P`W!pL{2vgEyh&2w)vnALaDf4QGouT<5TZ}YjO;@3@N z%1)O&W4OQ!(jRMb&%FZ<9~MNSR3*LxUU_r!80+N@qP$tR3rWgh&ptf)*3Y>{Tu+zm zVE7sii^-99)XB^;4Tjf1Zj~n2(A@TkyBFo>tRw3y(aT zpXaXsJ`&9m;buVVaeO_6Z|vrOSqJ*bLr11(*8c`YrhU9XmhdufO4NmDqU>FUb?HRN{Mu zJ_nKI1=r;*PQFuquBSZfEra3NNs%o3XRz5GTC8(qywL`dxjOw%gycXt-VdApX7~5_ z$69FBV3AEmcwKbtWR&^jNoCFQ^mqlY|3BmAkK%4>tMua&o!Id!=#L{|DPGmh=gK75 zYV7yOlpM5Y>*Xjtd`YKTIC?5fI*|DaF{-VZCEwx>hh6qBpC?)s#f)M4Pqm)Gtki`> zpJ|_OWXZSnD|R1Kfb2TGp8%nYap#bNdzhZ$!Uz^?=pOAIqm>g$E)y4@bXPw|o9{@` z%@upddI-dm@$@%iG|*!zOJ%q7YRt(U^QeOPyeuqJO|vAqQ^)23wn~MplU={rmHqik zs+C;KdW9gEr>pHT=`K2^a=4`hrC&T zgvakE);IDwtBqfUO9#BFBx39%twg+^U%G|ndz|VNcZH&Om*O_5zQ*d?1vnNDXp+BdrEtgs1WJ4n%C~*3(wGGiqT$! z#&LY$Y8J}3()UR*3nP<}wj3$?;$c>QPU4+oA$B%BlV>qcMrVmelc4jSpSjR(PmtacPbLH7%3H@gE**%VwBSkH~JCZ%GCSM!u z%leJ8Tt62ZvSX$Y>#c-q5B53$59aax&-MHr%U=bjckwBiJnLZnCP(%`ZIq*n#iVOR z{{6Lm)C_j3-k;!AUz0ES8gF5PMIv8vBsaz4_u!Xx01cd9ZQlC=sz2dxvYEW6$D?3( zz0rrzKKsH_ha-FX%dqV@v14_Col|`w>t&Xa`%5~tz~;oIR5&PyZ|||;RyJ7#s{?U) z0q&F&HyYvA9y+(t^Kx~31*J;QyF7{nWj(sG{2e6BvX8T}QWf4A|HrEDRd zZiD;&+TX@Q`j9x$p*AL*$?A8p@RN8r*ysaEobRQ{r#Od((|rC%MA^yu^I-e{PMoE; zi(%E61@qme9~4GtnJ0|D88fwLj^KBx*3zHu%P};oe%pu^$ssgI?8#23leB0rf;}bz zJ#4JP_}LVSU$Vj;*LM{~Z(+YHp>-u+euEY6gx4!P?FPtQA6<{T9cj*n@;;w#(Zo6E)%V>AQAp3jz)9`qo<{LSg=RYw< z2NH~DyVH1R)-=!d*9DHPW9_1P-hhLf*dukp>x#Zl)95^$UdwYbH$6s*|M{8qCtacU z3Pz7H$`ClDa>xiA`w)9lXEEzJcad`gj4KszJ?qtyIUwskj>ozWjXcnm-62y|e>-Vc z9KTcZ>pSBt(srPzmDzMOD<%s6%qGimI^WfLVozJML*7T<=eonite3Pu!FZF{cpNKV z=1g|+UM?E0#pUN&`*1zIQ83$$7K`^IRo)CVhImmj?1S|%-qx9gdqb(F<6E_^tlw_> z*y(=gMI3t)i&NY7FtX)+Y!%$TmDG*3UG6R{&;K*4C#%mP=8RiOpIkHb*)MA#ztZjs zc6&^l2YKat=GAM+T8nKO!fBP>m$G?XIy}J+mqTf>k*AX^@wq4)bkkGn)BOqgrR2+= z%jNnx4bLXiVV0j8E>;*^L7Ys$NoP_nLT!;+z(}y=-=%A z5(Kg@AUiBmiLj}tRnc6Zx71%ka-gG!;aJvb%s2AKWc?PqKY;U4=ZBNxDcpO(UBDas zvlPC~71^>5D7$czQJ+z2?fkG~4UUt?;Wv=0T!$YP$Ty8*7p5JQzLdnyk<4 zgF7R&|NjitLrHavp2``}CPCYL|TuF)_T-k;;-_y6Do;EED^She z%_|EquTI)MEYlk+A7QsUjF-%8w;S&;h(5(GsVq}p3_1kQ-!r$JL++#4I?ojr@%d!` zpCsxH(?^~J-M~hNVRv?mrVdtC=Uhj!6AQfj6vu~R!DQd9Rv7tF-kY3*chl!*jBN?Q z-efH5SaO`s!G`Qeo(-QebpMP8O=Q1^9a)9(XYtIfq+F%1S!|YPB%^&E0f)N^uu7Kp zymRP6&Qu5Ajg^OCN4`Csr~QBC)579fax?FOT;J}rd%ESUd@zllqQe0Yznw3n zg5`f0c0oZzE62-+KyNRP8>xLgC_G@Sdm(lnhV;@`fBd?cpD)GJ{t%dqzb)}Pe0o7I zSF>O0)|G_84Kyy#+gg$MSbX^lc6mFrNnFmI!5=(%3yIspf3tQQ+|iv6xj(S$Bk|{O ztUuZnRWNWazdi((StZ(x=VjOMHI5~7z-xT#9TJ~Rg3{zY!0hlZyXAfO$>y&L{53f= zlH++N8JCb^hk0Nc9%bcj-U}wP{WMbb_B$)#iomvz=yo8VNsX?n=w5=|-(cUCWX{{7 z1q znOP-SXWr5>d4b!J{w(O92cHLd$QJDU5K8gkyC9b5s1;cBEIoeCM?Z&J_5@WTYgHIO zOrt6A%pUJNBb!C$vRIrQOofc{tQc@Rxl`S|1uyBq9-GPg4|#X!J!^NS;ol5Vd4=}H zUEPYc!;X#Q-a&`Fdp#eEF7W$xe*b|8ww32saJB~|o;K$^ijn(_m*;IAFrg6)uhnw{ ze`g2g3nWh+vs7kyKzz>==&S+Bin!X4Jb@NxVrF*zw}#0}Vn{<0B_ma84AsQCBBVNr zf8OutNI113_ZfQrQR`%a?o|*SHb7_r)a&8Lmwq=CC$sjqFUHLDKY3k`#HX+Lc4|FO za8-Ir-I!0b%6Fa_n9^RKm%;IBR!T;{fl#ezgof;xtgXNB=(fCR8_wk^>d&x9Cik7L zS*y?XBJA_He!qLkY8bs4i;~N#Ck?)b<##Nay^nLmkt7Z!MfF#=^;}khrnMh|gkMH@&PNX%}2t zMT7BlJlR#vw4X(uycs{1mA>F}^I;kpk}117J0;TOJ7-o4w!(rN>DY*D_362X<&#Bz z9who;>;9z6+n9FPF#;;vNw@+N4kOp?tduC9su#o9^95E)cA;Z&c@T|KKRy`%O0nft zVnPj=T<5Ce-Bk_4^u4@fo-wDJHOA=uLWsU8y5{}jCc2hl(HeN%g4GX%dIi55V{QX% zs>i~mA(|>^OL3tZKbsGQQ~|F_t08nK;~sK4izGipvStq;d)^;D2cf)U`@{8jW6oZ9 z|59L!K4$ErFya|9UQ6fNfdx=ft$%v+jp`~Eb|NoUFn*vc?+Ib zz^p9Wt<&3`S|k#5@Gtqv@=hUZ4~83Y7>|6PCw?rhyiTV=veNiiQY^=SFGS+<;tL9V#!S~gjHMU_YvH9078B7`yJQc0PBUkB-N;zLn13vCzJ1BGUv=E zu09w;yJ`QF&!33{mzzCL#E1`2gu((&l2^N=|^>F?VwG8K}Ij zhh+NOkCZ2q^&h+}hCMg1LH41oBTZ^wW=_~mv*fM*oK&;L@@>X>j#aV(u@pUR;W;lDD)r-)QCYc31uj z!3ugEFq!QS5j&DmJI@Td ziv~C9uMWMlEB7g=CkN7A$YpIt1%0+>->k1nMy6i0Kaq^b!edWC^u3K{$^0@F-uuDx zX10HaJ#H?zCpg~k;qH*?hW0VR>m1zH5YJFP!E0OC;Uq>?pIwYIay8-lWQJDS9r1bET2}c(#d5FPJT^6jzc(e2V|C zxcVYY_!0w4Lgr=jL-M5_0oCtW;|}cYOT$!Et3sBAICq6}Src#|?7EV52wg8^$5hg~ z+gOz#mMZkwOF2YrdJO_IA(ee*XNswv$oV*3E7EZUZR@a4MWbwi*bTJEcl9#vME+v0 zea3oFq`MJjQ^lyPJ8ul>WYJ2s$!Q|iwn?x>1Yr#~lCB=j;+%uJ!(UuE2{%;e6iIO@?>gwjAeN zo|BjKyRqvJ_33FbWvYnyJ8Ra3*Ap-;1F?;GHH;j2)1RycpF=9oT@IvC>H`;Iktwjs zF5rLg>mUdw+uL`p>4EblaJ&_~&*IaknMGct_hizYWbCZ=Zl%W;_}qnC0PA=Gix}=B?1!DlQ!g-Gg~;succ1zx5(|>Z;VmwvnPoTb$cw zyhlXe+#f61*Gc70g0jp#B}n__-;7T^96KT{oUw(;*4 z*Iv@HwKi4o|7!L=f*p$Ru2=MY6{%B)@@MJ#_DYXx5E2XRn*YnO?N5 zkNwre&EyZLf@{grwjI9DLn^ELm-^Wb_fB$rhgSU{eHScivr1VqHPq*CM%oA6ilXXn zy*0vvOZaRfmP|xBnbcij^onm9kFxNA@Ttr1+PeQ5ufOBSv`>_{l=b=>)bt{nR9+vsytcJ4N$!>nRbw5sM_B z%2ZbC!Zu4V=Q;Y1gUY3jcOq*!Qm5wfF24LaiQBmHXvbcl!F5=acfg|^TLhm??Dq%m zj3Gf)R$PEhSy^!#tdlWimH9Gnsn_$0)_V#4 zWVcOM_*SOrML3ykQbXXhi7zCVO;%JbrEx#(&iccj`QrW%n_;Zq^fpA_7xUUYsct~O zHy~HbocWLF_ASuc{Ib8B|24b?gL(van=vuf(N z{717?{Z38Rys4;2w>#LY5baySvKb`aGwx%q-s1XY*!3eBhC}*YQYW)>JJ-L2OT{3b zH#4bfa5#2Uf$AK5t5smT+OE8iG}*oIB&#GBa@N{E!-r1S;s)$V&BcDsokZS7TK~kV zL)pF!YwR^fo)5n7-l#Cl@|O5?_m*{8aTrt&rO94Q=n4DoEO{5!_NDVl#!X%BMRj=&InR6uzgqFjY7jl&I1BMTSrhV<;A{O= z&?fW1Q1Si}2wx4!L+O9ASlk`6t7Ca0)1~n0jcccBeSuLb@Ren(^(%H?h^u+y`U`w7 zXR&2s{h_X2sjn60is~3L0_%T-%|y2PkR*p1dpzzWgIZ5GtmU`28fS-*Mq%K7v`8lY znJkyRrXQH4Qj_p2*Cmfi@{Oei^Up>tLe{;|x)Dyv%GZz`vJYx1`SRQ_E6b9lWG?TW z=zQwe|HDhSYj-b>d~K}LS#GwOCGS&`uP3XM{>977{hg@2oTOP-Sxdw?oc^gqbi7D) zGhdpF{io40*BosRU(&Lf2>PAA3$s%T`2VfPgB-t~?w`>1aWZ5T`!PH$Pcl+9 z>JGit(D%K@7;Wt1A-B-Axieb_`%_swnK#Dh?;=Pg8~t3d@iP2NR=$Vy)`TQIwH-l^ zmvOF$&xQ4H3C7=uKdIH3Ro{b2SpnY3z%i7ZxwqU5&+aUiHw<6#j?|cIQ{Z8Zp}mIe zby(nf`W!~eA}qBY=AS}wvw7!O$fsIbFPaY}>DL%|5eXlm>Eqg^ZcPKx;4^->QY`v| z?B~L8A>H$Kq$PeYr`2*;r+zYPU&K2>WDopaVXET9x>M?OI$rnT1&G5ta%Vy9?SlN=-t5Y#Aij zl0S!yS+5du@NwSrwPOo-!T~IFArHTY4NrmcVwjz3+;T=N zCE7H>j{Vs5$pQv`Ozu4I{{cRQ$lc6cNJY{o8`~s3WLM;QB>PAosZsf+?_RUT$7FA8 z$;J=y`LE%S)dTDGKhYKS%_-mN^KaUKveIKDe|d*> z_Q7uw8zv81ZC3pmmWSyj5qqpN_iI;Q#4G~W%VBsn%k-h?Ef|)S!T;#1Gx;B&?N8#_ z3jEJgqtQ6_F1?>%y(Mh$I(Z+WK}Wsi9`PO?l!_|ny4U(upD&WO9UMQxi4v^12eSXc zVVV*1p1K4NxK||j92dXRI(4w78vPyITa4Y+*kuiSH}W(0D_NoUpuQ@IZPmq?y1Z#1 z4rLWVQ$BVZugiO@-*9X?6ka!PHiE}+ty2FnYZzCNZXRu?>-|dJu)qGcLi|o6XV31x zuKQg35zfB_-OI#}JoUN}uj*pSeMTNkueR9R4z{VuoxM8kp?R7S9uYaRx9(K4aS5I= ziFJqTxeDx(JLqtpe-FO)z_+7$NhMddW0zFZT`&5N;e8Ehl}u&*%=zaONRX^R}971czB+}=j{9V^9(Kx_IUxkey3Mo z9)7H=+QaT2Bj!Ek`RrZ8NLeSBJVC8t&{Gey3K&q=v4^4Y3W*2s|CQJ>5MCEzaZ}Oy zc6jDVcbNjKcjseS@etdVFk;rC&ZJGAsBd!3nZ|tqO8xcFh-FhFH+3kc!#M9PvlHY` znjdGpr^(*X*_nD=ErS2f#y#-jUrfK%vC`zs{pRhgdN6eALocP*`pMs)>t{V5InY>j z@qM;_T0{I_{<%@S`AU3AMV~t4zSi9HFS%D@_UZ0Tju#24=y8s_i4v@lT(nL3z!E+F zp^vi*&~Jqyhr+Xoe%{5ci6T|j2qw=@F%hXgJW^4x3?3&N(6vyUOQSqJN&V6ldb=N= z4&fhP@TS}e9D!$B`N(cO{vSzFQ)SG1(QE{&*glqFVBC5w%M`&T><}|f%;Wgp1qxm^?n4sx6q<5rse&~YK)xk*om;q zGygwGwnOXpXgHBwr{ZUxHooN3=eV#P+sa|gP;qse-deKse~xT46Mw}sD~gw?KiHoI zztpBKo!>EX2iNz*ocBbYyR~?bR!t$Y*16;HehZfTNxxLe7-^iMeE(#9BqnvG=_~ZA zN%LL$%v!$GEBOF&w_wK-c7Bp2lH)WPFAHP*J_sGmswI3{OWKV_=^M7e4eKd zAW3q(OyVu4LwG1l9cZMgBL4~_J;;*x@r^QAu|jy9e^f(Lr4!fhEnES<7 z&FMF@_$Fsl>9?q3RoNvuO83xU9KZkG&p(W?KgsWac4rL8y0q!;t?Rp+db0rODbDuP z`Z5@#zRf3O?@E?GNS#$o*N{E=yJxt56+c@fg5-Tu8RMpQUvgD%qGvNvHtV$>Bimxp zCt0nZB=t=EuZ6vR9L*l%Hask=4qCZ`dkSYJm^UZ#;zc}lwEv$${9W?qE;1|RQZL~G zcr~X^c(^L<;`1UJi(Iz7EUJTB9oEQ1P z1bk`hie=8;1?M~+JqersBuRF?FTkS%VR{;DD?+p?ZR(h_vPyFaFCR&U>iQnXdUfeu z5B8@x{tJH|Y!-P{AFq(-WWMy7c2`0-Puo+kbRt8%v4>xv+$u=%tR z7LxcD5~fahzDMMZ!eJQu94|NBZ{ zOw^23E)r`}H?6cIM>+R{xK_$NZ`M<^XN^+yd7L(RQ&|&piW~ng5oj@87QpWqDCG&& zxq9y5`nG0@SM|Kpk$k&e;$IJ+$B^T9o^!TdQcEY#rj|kNOPqKn%#{7}o?QI~@&*+`8V4+Bq95|PY22+i&#<@)--{su3qSsEms7C*t`cIXC5@O7A zWPVKisOw&N8-H2v+!{>n&EgkpoqCw%A=S{QujqC=Z@W&MsZXPcv-H> z#`^}sqoJ6m2{o|2vc8tU^b=!L&}(6s&VcSm?y%OlKfDHa>X7|MF=q%&AA#7YbI86H^SvM8SuBPpLp8J$G zMOmVqIkqdz_PA;TnJbcMJX<7gjHBTQo|W1c-@yJVwmqM{o`Pm7N-QGN(`KzaQR_yx zRdlGQzb&r%N1toi?h2O7KGh?!Hft}|LF5sv+fNM5{*Y7{ybKS%(rPhDZezg{|Bs|Q z0rzU^!T_F>NRyJ3A&SzVfkJ}{p-`j@DI%E~Xz*1klte^HX%aG)B2khlLWQD|NTm!R zkqiwo^nAbfdV22df6v*&TJL(-+WUXb-fP43X6@%~OF!OpHC&q*DW^lD4Ay<=^V#hA zCGWhrfJp~qVo-gLujDyqMbWl2Np8U1)_Q#c%9$s>Dz0x7Kk}}!7#mF@!8}}f2_v#1 zc!hai@^v4?7qeG7E8fRK;$uCZO1p2N{HU@cp2rsrglup9j!!ndom(3p%lXLGJ{zw_^=KL3g1 zGkNX)TF<`WLks2`2V+x5^^<$#bk|NL@xQR^L85%WN$#xuu;L)?p3O!%U#+Vv*)4sQ z_Op_yDppJjX|5?VLVx4HfgVY}>-$iCY}EOeU|Cqq5&yAP#vNA=&q;(2grO3zIY zE2_sXbVY+>+LUCqUGHj^*bFYeLnd#xM#8y^&r`8x150c(8gznJ z&L91n6f2Cp*Wv$bqJ2)v`J5E{nv0g#N@>?~no>@&?Z>j&Kb!f*B5cUXjPu#D6Q&Lm zSB~Qsnaj7vz0B@^$I85k&x(rV@@zn|VkF4Av#jk{pv^~kd}my%Csy>p_m28M0T*6V zcC)x&98Yjq@yn&Cn+?#^NV1vs``zgf%k3r)tTkP3#M zN;@0V=PL0k)W*Yat$NQvV>u-E_}mcAuk*^}YWVN$nCua{1JiS!;(T%p#H>q{znjF{ zNp!0_TWQftsd6m-6T6Sa&8$ecLR5H6t@A~+oNv7xUvFj8OKA9#{&E^lSDv;4b~n;9 z&yU}x`9tIzsLi=*Cr9#S`2G{dcc$4~GOSYa8lE^#?IyGvAY$xC)8q)x3h4&$y;h8P zl_frRwGW;hEGmqr)zxN4kCVL-o-K2KC_K+)#a7C_$s4XzrZRT5#ql!OpG-c9)HTH8 ztUw+|=43I?+3xM&dj@74q@^2K?mD;~&XZ0R<@TzT)qO)m!e@;QpO~F|rOacjJef8* z10iRLWq$OEc$HlayJ)&dsT$fl9ZFf-G+&MQXk(VkX-(IeOBBVf%$_ULBN=M8vfJ@~ zmxW$NjGU03sGYn=qp){~dM}gcdn_tX{&z*TEm&AoUsdq2Kir<+d$S>bKmXW5^5@`O z8*6%q3&~sDl1!J7^I+P4$%gN1b1lsG=w+k$aT%=gjAA|SeT|*x&}y|-uI3qoMUz$T z-wTJfq*$V*Qt(^`fvzyPg-6LA%7j? zTGjw=Qzm)pmy`4!mdHuox6!wrdlfLLBnj6*Yp+?*HLTH!Pv#7OthwJ}{K-j#Z)4gm zd~GFsH)6~_toaO`{)O3XeDe@~nmlVi!K*Fbc+?2i3jV|S=sYnt?&1+$&ZlEIYkG;ZyaCDX>n)3=^eP`l;q89av!UVGfE|s?fJO51sl)8 z{jCMeZ(!cAfGtprt!<jCpQymmb79ugsX41BJW|D~r45@Y3(af@Hl}$ttz9 z)StW?@!%ttS)V>JxV zcdioR%0c8FPtWW)Y6Iis9;r&Z{bBwGKTdv_<4BkFbXn(F2!}gIY>>BC}&}|#f+!fJb7ie74Tx0zpmytHDHvS zLM^n@1D{%9?pz*~Q`GaGIeR~n|K~E2C;QrerXvG;F|0b_PCt5<@wo%NPBL#w_O;_!>>+n@zQGdFB4?bmBf1R= z!OHpe-I_&iqt%3hnBLCShxJxoWG?CI=jvQUvNQPU8k!#NX-VFwt)R)nn6#F46TN2e zkEQ-U4ibN>TLh+u_*`23yTputNOvZDo)Di;G2V6}b8?4dXZqbrcj0M=vB&LdTmjFj z7@OTLt@+&Zq%Q}j>!Ecb-#i#kK4hWHBF`d4A+6@@`eZkL0h1F;55>FA;=^|JR*S?r z7bA1VtS)%~w+FLpvf)pMRd%?SG`iHr^^52~1vbwVp!=Vtw>ZKyt^3LNF%)c3~^fg_FPv)`z;af7M-l65{;>YKDN}ky4P&!oUBU!PuQRps_WIu7ND74?w zekt6^`laFObkxpOu71RVr6HJn_(8EV`O2u7r;~Z>miJDJ=zEkq7n1KY{`(O$;D42##}^Q~fLP6|nmiw3lbWwO?*BYPARL8>Y} z6apuz9o#!W>R2d`Q1faGJo36T zcL-+3!aJf`p2bZTD{_YM5g3s@)gz$zi?UPH%vnv{$k$!zoPv;(UvA)i)v*02T4wFm zPPV>QKW(&={S*x`?{!wos6Q|KZE$>$5hb`(o@dq{&>U5*9uymS#S4 zE>`rwgW-B?%}ULTompW}29kL;coZ)gqRfwU+)J0e*n2Sc+^_fS_v}F4k~HnWuHE=W z&Julrt+TeeF)XY5_ZyTqxH7?bP?~Q)Y(|$e_8N;+U2!t=ihap*05sN^jr_uf(!JD$rfm27ssd>i ziTjt6t~hp_3A?Pd?9Iw8w4Is!#q>Lh9lt5C_z0H#A5>P5tP9W2N|&`zt)!=a^qz0* zJs?{gcapp6YGc-EdTj@t%gFn;JDKPF&a0D?>o;EeEH8Ni&nAiv-CfU9nLJ&(8J@{X znY|{L6-1fWX}3X(+0l7}d20>G{KX2d)7g3|%RR3D z=JcwgwI!n2$x6*0G$$iAYi zMLnNv%h+J1K3_81JJY|s89EyyhO)!^V#gmiun)AVu)xpSTZ89A$lnTv@8RR~FziH| zdF*h#dpQZ_YncD8Rt22P-o!_6F6VeoBK?c3lYN8-)8#=emS4Z9D2-T<+I4~Bk7iiOMNk~ zs`joVMb>L4r&~^Y-Gi5TK9MIo^I_ai%pD`*6!mu*ycq@GS>oWdf=E#j4~81QN5SKJ zIQ@^lhp0UlT9u7)pYq+WHKf-TrrfXJBN;j?TAaxUd zkSw6X#PmPeqMxfd^XXoQXLa|h_|O)rf3a<{>6A0aT*ju^yE4q*EA>_#c8%#cM(xG8 zdA%0b;6?JOzabLk49ziGdS3jz2Il!@GaGtEA<+jHtMG?s3#7;|Iz=$Cfvf`vT}*$Wyxb_p~0L!OG;h%gNc%aRSwDy9F8bue_hf!a z28Wyq{uOWQrN@bS$*Qzlw0f6$(wnSTK?JGAx=*oJQT)ivI_nMFvf9J$XCK5Sm~Mhk z=DvMkxDm$-lRjB^&gGHc;_7wAsrX!5eRW{V!b+9q-;a=BfWG$Uw;!;;BYfZ!+)dVp zyI}R3`j6}DYWBRt=i>Y;Ijzg{$-U6elc-D0N6v%i4EiJ!WGy=EVT<`<&@P_`Li~0m z|5T@u_}lRjGkxhoytUpa2>^|FJT+K>1D< z$jb8f`9scrUw~7;V_JKREvBCfwUND4$;9*~dmXL!t?ZL?W>3JiUod%#(Xasv_Vf2X zN+j1=-g@LD%-ir_rg-)Z&+IFzuE`3o`u`=Zmxjv6bSseouvkq3^@zqNF z29-SH%S_-52(~e9^}y|{;;)EBLvXdZe!|L5q)rZ!-tO;$-IcUShRO5UGMN)HW*n-- zEo^WcPK==A8~AY`9D5qwx0+GZz?}PNkvEDrlOaz~v(`3mbWb5szOCf+gf3cNsopXy z$ZCz!@ZV45{ms3S;?&l?ASe#NgUk%4s<{9I@8SvBf7w}Iy~Nt*Xr6C9jY#$ufBH;`y->-UjbV_ik1w@- zzLC~P(eE9-{LKQjMA4b7bqj8tgnb=ol(iIPv3Mgqr?TU4cDkBG9~hBJ!8K>4{tL^T z;&Z>Yci?js5-eb;z3Pr5`zy+xP1Z-*;x=v9q1SL8RuS%pi?nU{>&asKP?|r^152^w zMgE@8_D^bm5gl`0M_p0uL$$I3caJ)4Nc0vqm4@&i*ms5gF4e}O~hDE z<1%pjFAL)UpK^YDQG6^(jx}O)GL`22{EIaBknNZGxr%pYAA7RRoCT93^;DnzTkzcn z*sd?sa!y1QbJGvSoy4id^gEEdzr&M zrgrvSRDjkz-n54$vbu05emq3uI+&B3#?`Rs4P3rWFQ4J;4K&*yk`4n@Z-o;^ZD9 z-7cIMC@RcTx;%MzU`9?{D~3aJXtl_!cR1eN%08DuJQ<`*==*zPQ%=9W(B~Dd=8aa? zxLm0HSp_lhD;_^UY)eMKDM}p1ZaIT*Gseu()2XiX!i5tda)?;d3!_iOgg;oP6Uh^E z>ymc@*>ehEo{1*MVjHvAGH~5Q^PEjyL!CVR%o&88V0e?ZOJmhH+P)uF8~vaB8Cj`2 zmnUZb=Ytsej=J6OqOKmYKjls{gj4Wz8{1Td$Oo*QwZ=7A_j8e`3dFASlM}4RWAmfR z4ttad$n z980FNF+Nrt2ayxZNl)YtKj2#4vgI9AZ`$8T&fD1iFdAkb(1Gf1Du^bPAeVjgBMbQd z4U3%5OTSb$PXRv_1H18}$=aL42bU_Db~EDkC0U*#%ocAa&~TKfzSZ3|w4bTgQ~dRM zx*rLXIa>VNdD-_qs?cI$6EKF0q) zu-r3j^p|#X?s1+|H=$KIK3ABfo);@ui(1=ha)Wk`+pg&ywSUh%INM32DNQrLQ^{&(_$0)&9$8>?s12El7?wo7Xh?ebfB)KrN_x%Sv$+x`^U|g95hqB03bjmu^ zxqPZTtjh89;(BY&CfRwFGn=x`KKs-9@UhFpv5&NN1{Pf?%GSWjv-Q)7&3oc|PHE3m zi&3arLSKTcqb1w0ae8yYPGef?383w-3QcqT>Zx4@s(_lv-pnJ%JpQvo)z+z>3G)q zi$tq<#%=yiHjeCT?L_{G{Ngtr-Gg-NlwSbjq59cP)+e+u#;4bCs|#QGl6L!RE6<(k zV%9YA>;n;Q0S)uK?^Hkgigi8tbJmdLoP=e1-=*%0ex^g_HhOHPPZ=@&UQ%5yPQ35$ z2gQcs=1>3AZ%%wV910uosG&YShQzDnPPVSA*>nIK=(wVmn+xz`yOtI~D0wN4 zQg15MuBXc!-1u39JDPr3P5Udqe3f=vwD1J%{$c;K*(LA9R>9&FOwRnLtZ4Nv)ZQS) z(NOD6)}44hpdcFDMdwCX_$@B)$H(`j-Rau6LEUEf@dZEX&Faayd=UFA#pLJ3sXJlY z1zQ?w_c79xAVVExzEXD$`+NwKhAcaWwSQo#WPrR#WO$loM!A+#VrFaoG9zKmpU!!W zS?$sW7Jb+-InuIQaf(>i7$&cZX7y;5o%}fit0YOTfzKd)-=Ivgy^PXRn02(?w)<3# zgxO#7w)lB7{UJ6=yxIs zvZwbdJtfv9GtnK!gPyokUwaMRKNQaKhOCmEqOH7pT>{a2u=HWSYqC&%QhdZ4pVMR3 z*o+nJG8Qz&?_Rv95Zly-_(gQC1Iaw~y&FS6pmlcAzE8iBF!-EpJFsyzceAVhJMF)u zy{Dl12Yo+gw}oPU@-%%0)hevqj;;S2XBW`DHXBw~Zw&p4K_{mrM2{v)&e!6-(CL6Z zUJaDOjzZKQY9mOCvkU( z9%n)BP1x_%)gK8_(`7J4!*~UiT6Udi@18PxKdQfLPn0m)NSJL>u8%f{s0kY z4XiKX!}E;;*=zQ-t2y=UQoa7D#YPx%ma_Y@e%2wCC4Iin{|oht*kpyMn2fX2$bBj7 zFT>QMdCn|eUD@@<$}b>OQ+-^-TFvCth4%@_53r4mO%v?K323*)jjbuph@1GReM z#{~Ml$!BJ2@o@2S7+ogA?lSV-MY?aHo+rptV0I(^p5M9$3a)Rh3SkaXJy)nIl+Sjq`Q+(nIXpI%+%8?{%q4&|x-y&o3K9|$q zmGGafhwoYO1#J{|Js#5num8r&WDx$9t=7S{IlXeyVp*6?pvx23T8vL-z2_=g3{f%} zTgR!N{K0Rs)+l|v;?9%!ot-=T`)Ld5amtm%w_8QXoXDMXt&(G+70I&4=PD9q4Qz2S z{1|;@FMU|~FOPf;NBiNx5$st7(~o9}g_yO!(Qg-q{tlt5M4CQg%2IW2@w0~IHsJk* zBF1}0gc3AN?!1F|L9!oYhLfBRS%Z*Me3lf9j$dgxCt?g|kqwaj5FS}GpZ&R=N%xpm z&m~g}cAd^rhp_uOP4Nxa?3B27s5A&rV*YkhhzQZhTkE@0V=s7pwjv#4s~Sz|Ts zgVT@hJw*4#M$W2ukaJP&@wY}HOX@trgAr3C5kr^_iMXsy3G5KC5sN<8XwcqbEoc6EP4i|G(3u59M|*@Zoh zKDU#81e;y$?+UKI2&;$SpSM>>iwgbqf2Oe{XQ@1?L}qwR`A{cwoOba30vemdo~=Bz zkNU--yO{TGE3n$9;$H>^7R=2~gGX(ibhx;`e?i@xYfuj>-t?2zfnT%JV>tW9S*ewHR=zK5Fs!m-JLfU-j8|GwaVMYu>Ci z#oJvF|6G}!#*@*mRAA@Q#;s)b$rJ445Ijk%19)9>c_dHx8(PfXxFPUPe(5W)Yd5Tt zg|3Tw^?1krFy9WDw(7mfCZn~Rv1fwOB71UMW8mvbWac)8Hs3?C5`Wu3x9YfA%p5Iw z;gTP)9*zt)x_zzp#dwgsst;=Q8SLq=jjR&P6Q6a;7H7GU+WFg+H}F4i0CM_Sa{?PS|b-=g-B>?tHYA7*&+qPxyTV&CV2O zyQ$MxbUKffijW|gNH?*?P`ZucFE7GtEMNYBMKbfM0^K^~s|>H~+uXot3tSW|*k9Mo;$|7p^n5?+>%lJiI+G?!`Njqv~gvmcouw zEOxiJwN|<8$NNNF%Uu3KQa?_=#ahi?t))=N+l1sen?{3@dZ`KfvgE!%$xS?KIu4zs zuk84Fjm~GW${ny=2;(31@ID{NyS}EZcZ_jA`}3YAQBKaikkPl4Yyv8bied48KU*pJe276~un$JvcFk(DkLpJv197PayYakrma*sP=9pOH1^ zTK&nB3yEAES@{pzB;(n$|m*$cH+sSFkTIj#Kco@G^|<8 zuX4iU$E-U8a^I6N&r%-dU9ao&GMt=(Vab4W97ZJLVomKWB3ag_H`M-SGTg)aZV+qo z7WzZ?-x0mDekb`pMnS2W=sdE(qeo%FVgCAzG#B7wbDxqu?HHWuE-vN-wXEOEiC5WG zItez@S?Ox!2GHdNY#a>FoM!qLR@NZtgRGg8gXW1x*^QU|8YQ)`mh9X7o{Wph*q8IF zcZ-+r(RvSyCx>4>HqI*Ysyr&EIR1bsMPPgz*$)(*a{feCt$e1X>H0~&^{@4vQihmQxUK3}Njjt6?oyMn<2|nMkl0D`stj<%@MOyvJ-=DI5I})9M*DaOU$-bZQ zwyW5wJtkd^7qwma3Ad8lvo9&C zeRulltL`Q6U4%c|SzsWEvr4uv4t8P9@mPEZULAs2Z{vN=q@IH*dAeHG^<^Y&r`)f8 z4rG&}#^ExMxB;JEpl#ml4(6+8Kp}6H&cV$Z@T~-|WFWqbE&il^RT1bXSH369VOaJ* z+9zwvApUU+o;}3tKGtS2%v|X2x7g4)RMO(e`d zmqhQw>8}bHYwZC@jd!yDmkf4f4F_w<`23Cih_h_{utxn{f*Fa<(%U(^d2YFG> z@2f|w=F9cG z8scx@&uKsf0G~hAeHRX8NH#~Q7s;9!{>l_>s?V z)8rje-0td|B<>5JW!N@By-Lu^8uXiCnm2t<(k#zxb1q794doot2h7g8YiTt+qLY0^)O%87qj)n9_t*-6<^`S;xY zS}Qet%bY>Chp}a@$e;D*{rFu^Q8{Y|Unf^3rLs3VC!<`0C#_j%lYZv7-;LEP8wYA= z{blz0l0NfEvCZF&+4FE7^@Mn^Ma-{HisAS)OUc4)m=m-|u-K_AkbHuRAvBh?8x-(2 ztGf5GdiSk-p zDP~r{>>ula#WxeE)O83J257oT~ir?z%Rk)TgKRSk=oJG=4$bY&! zU-|zD=nlrVt+aUJtTvh~<7m|x5_`3m96vv?-u3t}hSoWG zp@Pw%Aq*$`Jw+_bPOe1gysG%8a-Nb5dvgjHFojpoSNkw=<205n zfl)W9vmd07!kKdFH6nc{sN9X&b&VV6Kp{C`N3ri9R&Ij9x2xR)8kO*EobkP~kuU4w zhR}7cRtB5%RM2uM@puPaPhr^-dfkiD`$MU3wNT=4X*9Lq-)ixgcsdN zpViX&rdp0P`;a&L9Ja7!S$$@_Jj}HrP8(*}=>3>g7g`UyKS(T| z#ACV|bIP#w{#stf8<)W5L|B%=+hmbmfRA6$?<@A5puLSe@-BQHf;l&-w}s4E*_ZQc z`k3eS*W250D5Cd!vF1%t;T+5uEK;uZdmkf13z}cgGcRGsng!Z);S)LcDKd5@@kRK1 zD6Dc)MV`KANA3)Ntrbg-Fn+H$K9z<{T_tm>${?0czTLdZsifcbbohyWU$XO`7?E`u zGmHhJ`Nj((QdTNWHk-IjD^2J;TfHfmwoV++xncEL`VKlKYsqJ#_XzszV1<&fJ=>=_ z+BpK>va0PQ8oa@y*0a!P@;;{i<*?dEiR~g|W&t@tcwhZa)#}H3$hx1b`D`gp@AdNw zRGRRN4@BFam0emer#u~ArO7@`t(?MA9WtNL_X3D-7hNlowA_=dqZ|RJ?PpPjQ&WO0kF(z8SjZJIe#?ID$4S# zPw_g>)Jhgeb_Z*}jE_t8)twKW2*bU8UrD~7VD%`ST8SBNYjGy87|siGYS~h9J`UrG z7%@uy)1dMhMDv9BZF1!u#qa9AtNhun-A}5SdioJ^Z6S03eBQ^?o@!i1@A&LpG)dm) zTm5yVwvyYu6B{)&h8Ne*RyIfu+gWOKQg#@$M`PPr7%~}aR%x@1C|%50x0;lrF`%{H zn)+)xq>nb2=nJ1)Xtsz)J&(zq;9pi09tP=tqT89gp@_TJX|*^`-cFW^5V;*@CHPiO zFl;IEbcgm!ByPewuVQvi!>j_4%6j|}(}u$CO-Ll~dJ|~n)Sy0keg7t8??~4KF!6+x9T!~$mljlWx zPF3sg0@?S7294>Jb1!#5?e>DXRVUWU+oqo6Sm17UH_cP>F=hWC;Uqubv1Utb-opE~ z@%`RrNu$a4wMbeXwpsCz+?i{jnbS&=@2flvlapc%j$}n#1)68ZI#F*g@a0zQp7qqN z@GtAW*3%-sP^aKq>9rV}6-3EtF^#8uOYar5>MMR-0^ek2{~OEmWU?Ag?S#xD(9epy zu3}A2-B(ic4j4J_5>#n@QE}&l{d|Y&n|V&Hrpu0UfEBzj|lg+-a7mJkCE+2 z(SCzynY@8n0lOc~&rzc%&NU$WZ#4QvOlxOG*OoUPfJx%Zqoe(-8-Q&4CA&L!ya^R6l{(pbxx<)4ew-N zJp-EAhx96bwZN9_%E_Mgyn*k9cMbVmFQxa<@) zF4QFu_=8k^$$lgz=ZuvB@T&%+tS!7%?L2?HkC%1u|2=;HNs8>T$!>t;M%$?7PCoMu z&O8FgmMrv_GFdm?NIzL`Hb`6jU9ZWmgL&m__REg__b$Sr^nmYlZwQ zq1$qO96|c59DNoO9;ZQewm+$_v&ny=*1C$p$!h&CP4=h9S!(VQUtb_oGc%DYVop7* zDF)#|kUUu|8S4H^n2{0TVp_FPzq~$c8!M`^a8`A1qFY0lyzbLqG$~A$WIsQ`xRvj) z+p(#Rc)x}I$p=za1UXwj#~3}k^NzdSsi)V9JoI+uGtT^uuiw+7EzFx@Yjubpqs8Z0 zez#t8vP&~ou0-xK7}W%euN8s5g2bQXn*pZ{tUiJC$^E@U?Zk`S?wn;NkhO+$MY!wr z^{`KulH~xgYcLvAj1wZf4$;XRLX5opp3Q z_(ihdWhG5bsD1#UDdZZ>HlvM_e?zw>`LZu!HU{LK%vsvFi5@F)x3fNz?JxWBKZ9}h zimcb#BxA#aV&60|VWM8YfYR@@yH}j65BsJVlsCcevq#R-Dpr7Q@~U5oe}&)^ADW<4 zvPYL=f#cO#PKQTu>u%glJkPqv=b`nT--q&s)jns8Sj$I}$vCGPjOKR(Mbz6w&${lG zgW}aBpH8OCh@*XC(;v7~mp%)yb21<4qnG5noR9H0vE?B3euT#@BGR)W?_)SLkPJV= zcPZR@Ks)oHx@!KH^>i`4AK(uQSuan2vqEknB+HAgSwnOVnUbaaLP*}PkG&9jpEWNu zI_1o`aqRYiJJV?P2U}EB?>^CHDT`#qSXVQw;~=yMc9)VWIXuqiB}M4)a6v>&^jgkq z?kiyUvDjIY{FmVFTK>I>4YTfH72EG5V<&7ZEcWiF?|FXiG=L1ASW4xHNw*CgL}RKub6_)$8*-yRQF} z+5a7qOkkbHth<$;%=X=;x3;z`e<_YtXQi7+zkn{i>Cp+>2J(p;=s91z@4MQMP5&iH zWmb9-PRWya9nV^ilh0ve-pd^-9<9=LO_m#rxno$OCG4_J>?ox(Qt!lzVDJ(P?GMeI z={T7!^JaG)+Z>>Na-6U9yOsNolj%#n)i9o(1^KgKJc)$0^!+z<4#A!k?%amyYnAyF zSCUhv96kDI@fjSyl%4;_4(r@Mk(S9A-4&j_{IxF)%NIy{u2ynN?Qvq(^RT;G&r|eP zN$gsp{6n~svlsFNe!hNQ;)P%EidU3cOPUGf$s4J&*zz8cKQp5r@IKF8F2;waA(C|w z^RHad-d#LC&n52Ba#kbN^Vf26T&2$v`uQ#nRO?Fv;H90wKO2J5w z{3jQ|p^qq&95gv^FgYw9G1A5J4rj%a%v+M3r6u_{^5r?CI+{&O(=hpG*TbN+t4&xX z@2?8uOLZP!g_p&`ABjre;oG+?d#R|rM_+a6_B6X(#GWh3k|$v~NN z?dg-#sz<}KKHU28%fW1Ti2FO#7(}*SVq#X@_l0fF1kUczA$&hO{IaijKUQ7ndR7Si zgo&SN^*e2}#Kej?T@r)x{+g)w#T?vh3oZju~vEo*;U<@Kl^5G|s=Tvg{^7&kmeU(1i zX)C!FDnsLH>}ad+{V>0g5h*9EG!;X}XzK(XQQej95PiYu@f&t_XXosWsf86Q$(sGp zo%G$p_qpUMYDSmO`9RJm-UWk`Fk>$n`?KS>yJ?x7#d$N7Q6M?t?!dTnAoDg0oFF16zV~LA>_p9p&*$LM z&*l$Zh+0% zBKsuP%X^M*>6Kl3gIMwz{HRpQ;BhOC!gOS%VfY(AT1kJc@G>_|4dU7Q=wYA0(k@2?g@ zBkN#tx<*z4w1n?CG3Oo#t|LoV(S5uAdT2A4wcyDkmCo~@>*;?8DJSvMtbEHmynXSm znfSI0hGWI`nc`1#d?`xSP2x#?)>=Z72Vn4}v^?KX4~!+k8r^Ga&gaeX?S_JU0CZ(Y)Q+ga@C9(iL#~9iB6+fa|63Z!urZ>63Hl zGgRvj!0Z&V%%#&5`rd+xSs!s_frn;&_e}QQAZ~4dcz3m$V$xf_M{Fi#GE2`CEeZ#%L_1h%FO9y9Q>z%{~g#gGnTCOS<1SHtNE=Ox3J%%`pOEw z+5SpSnD@lN2Ut9#?gRR4iBkhv^>LB&dcK=X2-!279r(TB@(!f;VAfh3>@3Q+_YI^S zhTh=+3fek=j(_?64b6U5?|PCg#erIQ@(l#XX`=-#hr#?E)-I{lQ!zHV&fnEv&b$xf z>O=2u)>@$FYINMDm&B8)7?WJMJ)w|YCzY{3>td2q_BcK6(Z_EE7PwyQ9#h~^N9rZn zcurFDbrGwKG5QkGC%f!_z@V?hv0iwYye$uiCjCgXgHEOWo#+3_LfVrhPbK|hB58I4 z6G&>^T}!?xDe%%AdkcUmCL>qQ_W_zd}pXa3!a#^%C=X z;M!G?JxgTSSDmVCm6`U5YUb3aHRdb#xw6>3Ka5J<@a;R2=Jc!=#eiqn@@y77!A~jo zzhvzLS>Y|$Z-jTg=S;_{S$2{l-@-Sre@7bSec*NKWL0Jz5g|Jj6UUQ*_%9K*IUR0< z{M&F^sP5%>T^0UQNpleSc9G;)*ypLwE+f%X^toTlmGqFOUXP16$KupyN=!B4uZQFg z7(VEJR>oXnOr643IZHH8f|io^M{*{U%%^?^=xZVAOKE2W&LziWIZ`Godmr{5#{1iu zDcs9rvg+YsxSYvyO`tzP^c{&eOGKrdA28bQnsm#mtY`5u8IF6X_cII%(>JFHUdXb= zwf!zVPo{TWnye-9bHwOyjWY|_scPI5XM-wOME z0q&nfpF2p}TB!yQ|DC08_9@TPo-tPLfLz{$Js}#bgI%6)<;lWtBpyVToKHHICObvG zPUIL3rTX-)O23}`F1b`oKz*)wbqxzVXN1Tbym!dDN&O%2ezzK5VMk7YNEWc1el~?< zS((+7_47=05XrK}JbSeAX6->e<$Q~p;$QYn{KDF|^70Sen{VEAtr+kqG-k8rJNh}7 zkK`%e&mwG|YUf?>4Cvno$#tT}e0rQj-z{33j~VB|tQ?zlFb4NiwypTJgf|Sur5c#M z2ebR|fN#lP6~^^(_yO|Phs*ZV7C>#6kVNcNm~JXC)T;CO-(UqI|1I&_8I_ewrVvSh33 z1*tb_`#%==?>%fW`rgh*|0d0L<&%T&6;^3Y^J?sKK6J86swuqMh(sqqz7_;BnrHv# zN7!}`o7@Zg^8BYgnSSLT6`-5bX>%&Y=g?oM_3Y0n?sq@qVsDmfiIE>@`#Fr*&EqmtcV*lr4JO$@!i-L>AqqLL}`wOvt5v)$)GmnY9=VQ)4W*FIt(hpqlyd(xJv_w*2P!#(1Rdd)H-f9#tG#;dSal7{WG1#w*)426n}rvM zVp(NA2ddi&#)aS5Y6PYXAX#=FC0E5Jy*$qriN1?Sb*cJKsd*>XjV9OOERYO)>$LbV zq^rXBL)PuAPF68iB-hCho$T-8%GMC+HfkZ*zRZRLNOdH?S?vDlV)sGtIGE>8#iE>v z{d&Lz5+QGZ__b`(OW9@G z%k#0i{HTsTlTUsd=}&Pd=T>E3B9&hd}Ld@g`XU#*+D9nrFrQ z0RGuWWK5>kx1s#0=<&6=L$V+rrPl}Oe1aDCr|%2AA(0`gKAOQfk>EOLJ;dJ0SzSq+ znX$HpaZ53=rD*V-p7x<>^4AU$m$HIk57uUF_HodB4NG2BwvG1Brt2-_%M;TBF+F2s zMgCuuFU-S-Ym6GF!Sj9X=hUfYVrNq|WaMyQXMSmk=2U=YR&1c25KXHB~ z`LZ`Jxm-qKN=_axuZ`&ip9a9^=z{3b(%dnpjwQF`oly9STyJROL4EDVMu!$i_cv_z zH5ba-{jm82k!A?V2jOievhMY7tuk-HdpSh2)~5_xUCmaF+4?Nf_B6-(s9;Pv72C3g zFxfP(Ci_qx*Bs04#+JLp!YXje?t-Nl(N7;6_v3w2fucl3&BQ!SlzNzP| zb(^X6BS}=kXgZ4aBl&6zvx+6+U%oGtXPe9oyJ&Yb?9R|b6;e(q=ppens}QTsDNQdE2im}?D)hUN@O8Djuvp#`59A{&G2|i)Ia%+O z$i0)dPZED-VQZcPo{q+T&sOss65Jp9-SSEPnDnP4gyyC(KLG_;&U=kS<@V*M?+U zwcSPZ%z2t`@%g($K9ZMW z{p*$c+_;^$<~gM>@3(sUc~t4U`Rr11X7|!)81GeM6y9zTi-xFm7T;M1ku`9sL-QB$ zwyu_&;Kx(&xt^XsvVZpWJy|f1D1zhD;gj>rTi`>U%8V6Tija9dO%CF5Pmppk{~C&w zf8h0Op757zP4M&(sAiwZ2FUExdUCnEOYVc=I0Qp;zDHYsok)rve0nDA@~!lL>L;t! z2^i2qkJn-M8E{Lc>a3XjhGl*c$%f)~_G@($Q#z6}E9LS%_&Ao@!CsZvq%H0wH%?XB z=WNQR&}>2Tk)-cPiz~(BL3-?f$u%*3i`wz>C&Z0=VbNRU_z`-U1Kx&1d8@nyJ{7P# zSzTYiu-!cPFfEU#e|>f4lOvf*>acK8`d;dH7gDbkC)(9ss*vkBZG6dZ2jWe>-QMi)p9^@OQ^1-T z)9&(n99Asyue=sAyFQbBS7PsLTAE=N*^OUZ!DlYR=}&N`EX&?Z=e!e{r1nr4oJ`}y z{Y!nW2gg~oKY|X~hw-_{mW&g}@yj+adYvRsYN0S`{&cr7^plmXraIC3OB@+5x{lJ` zYUm%W-<;i*=R^ykv;ZI8^m(b4CSt%!miUzSY}amIOwAd!6Serac|kM2H5n78vB7_D z120x@UmlSaMMtt?P8{sx=NjY1X7y%Z#?xwlgZu5Fo;7}Tcv(rFRY>$WkI%kKo}osS zL-0NC#B=7*4`lv@@Bg>^Eu;VKxKo+jnG2SneNGAZS*%PkY zwelIiOvK3EwTh%kZoixfo#zTUljuV=a`H=dp6{Y{@*uuU<2uSes#I;5&Q@;)gnMZJ zU*1uJw1x)*WHTMVhqFv}@36-ZZ=&9W0Ux%JQDW51Jn7p-!t#teV`cPd{QC@dpc zPEgu~!Nsv=Urev&{%V*m)%Gj!n&HX=aG!0g&C32caH_*@lU%=oO%D_KK4zWX5Uj8K zPc*oj4VTgJVQAJ96}w~7CqB2p<-A)v2$#2t6#3p!3#V2Z4{l<~w@G^i91d4&Bwt&C zo6nPeGQY0Q#|E0BxCiujg+8hnK`$cD$?%!UUN?&yr}Nx=OU!wO z)o4=^&cBK+@3Z`oB4A;@@i9MoL#(We9oLX>teCl+Ov#>+b?-SZ@ElyZmwz6Ehtqg? z_Bo9r-%=Vruk5${`2{#l_USK7=&$$6%ICdGKN0_N8rE=au-H35KRJWEJ}EBdnGZv} zjfk0DhdtDI6j%2vK&m8Sb*K@*Ub(}p1 zhuh%JTd*&xw>|p14L;|qe;6K=WsgQIlJkj&v(-f7OR`qo1Cy0TgPUP~ivBO)=c`@K zyP=%JG#9ox@BJLO=j@oQwA@UZ+4xb@l@%n}A6u^XEhuLUPA;(444#;s=WG3}=f#)v zio4-?f!RbczBh(8tF=?9U`Dc;gqi>prVl1i7?hnv>D8zqJGuUl0DpbP0 zwh$;pm#w6FMy)gP?iexd4Eh|!6F=5p87w(jtWJjFE6A5s$B#qp5b_om0jJP!m|pkQ za!%ICY1=1?UXSwOlkxB`)}5=5Vq_bv+$79=(P+?E8!NR~6en{c`Kd75?f(77xUcb{ zJUQ><&sVZ|f6*>a3f>dZlC62AtLKUu$B1vmX_1{Mqm87C-1(J67t-K7rLXjPp}3mU z8_SA)mn+*Sd7XB0m|Pl)r zEfnGxH!AarxKRwA+v%0r!A+!iQwu|Ba2O7C#mIcG-i>)>U^P7Gyf`D#HN3Ju zq_)9j0q;1N2Q?&Z3*25rl0JI)N4jGFS)tMpt>y`@TAXJ+s{kE=-jhe(z)zzg%F zU$Ni-oSdfCOL+7m`>r6*?Kt!*UIvl&?!Lf z*mkq~f3Z+2K7X4!FVTLpIP`*O+Fp$+cy}bp7vaNISbMfU_Cjr^ne_s^&bzzp3A|5x zSq=0wiRWuED-^P`Ik`7Si)G7r(~pqft3+`&J(@gY&Ch${Kz6<-r_UN(8Oz`M<8QwI zWJTn|dS3|1IxJfa0ynyLDbBB=(V?P9T@tvtR64#k{gL!1oh?wGMl@8gx7Oy=w>8A;yBY&V$p<5{QzpDjw~eX#jZ zvee=e$<5MQ8|SlpRz>IRgH2kk<8w*2I}c-5^T%!4d=r=Mhi2AHRdc1XezQODQ;6?_ zSy?ZflaQ0aryGyR)5n=Ow3dhd#nLTsBP;$plPD2jv1pYYI18aY%)cw4)0bXfL$ZO- zE#1wNvFwZcSgD2>_?nTZfoL&^7d;N0Z;Yc^Q*b0k-AC6>Z2OVx@3D3rT-d<#le;I+ z6UMT_UKnqn`>QxJl6+ZXe3G^wR`YUpdXDW|L*hz$-mCT7$&o!M%aplEBrn6?UV=hX z2!8~TpOh~wx~;|03)L(|t|9!nu$Z-o*8A(FuW45^(YXv=Z<45iOG!pp*9R z5LpK)d5q|ICrhoskpo@(L(B8n=UOE;;zV{U*YNi&a%4{WrTDlW%f44@3jaQfMc3eC zDSEy_j^r@S`k|cty~FrbT^k?JGtW{UGJDDCX8S9B2}?ihUQQhP9W(DWznBR51!R2? zhCh&VD0X(`mC48PjB)l@ZH&}&=Au*G-@(G!qjNvpKA=^eaK4HwZJ>TTyVT$Tb&c?C zlxn8^mGIjx3S@5I1y(Kfe=x}!!}KU#k~bsS&Dh+PWagO;vsc-$rLp8#<);-O`3DV3 z^QWmSnYq>9Fw4kXSPPZ4+!6CGAlbpBYy_>WH15l)n|;nx{kuuik90SaCTk4O6IF|= zagR8bIeIc0RpP_RK0F0$zY@2<)k|G=xd0#YPT?&vaUDjKW$7Qp#!r;~RL$%y`$$y0 zm498MpX)HWhMx1B=|p~fke*vP^t{7bQ6qBbugOY;AHVJ6p< zeoNS3ik8}Gah?8l>hVD`Bxg`rJ(Y#xI&uwB>Rasmo>dOfM}N#NYQEDNu4UQozcpA@ z>AhFUS4nt>SosJpRaNdQc6f=$CI?bZE3V3>qv$+>kME(uCh{%PTJ}p%HzP=v^G+l_ z9V++o$iXJwDq-uLX8Jfn{r4RXe8);D*6-+`_lgdr{A zbhkF2FayY*u3moE;@NjW>vz7@g*2CtC+80?P_Hwq9OJM0ESEFXvZA>IZX^PpV!ZiE zPqpZkxl$c>a>i&*)oe?bt|HaZN*;v^_v-I#jLcjuYqz`M#5?@xT@uz(`&b;`2i7M; zZ6_||Nzunxya#{scDfdX-{x1R`Ml^Hrnz~-B=)1vU(puhO5bwT;n%F z0qk55NtN*i_^-$hXPL$nEkNSN2LjBbx#lN`OOTP`xipq$kC9vfMWj;0^ z>dy|}vT^nZXMJBzXU&O^XG0|4gu zx+eEs&J*p;UWKr-18a{qSGieB+3P$`sk|8*YQ#!j#Xc<95cf-wEV~m<5Eh7&0C&})z5CvKiMPMs4jG+4L>>` zPFe4~ir1cmYelqv9Ix&I-BY0kA5qyom z?}B9u?OzGGGa+yt^xx3NEu@=EvT+yZK3JU^kgCH<*=7H!9{aK2pZNQvE3-*-A9juL zc^#W1Z^xVDyhwY`>Tv>Ws=Cvb#V5P6fJJi7XLgq_reA9uY_4o+@ib@hWmm{ETFY9U z_vqFV6E?9xb0umR!JZH$N9g5L{qC!Ua@smWJ5%}2JUy-E2dA*&<7~T4l*|de4`T9k zh);#xg(S#cuv$E^1X-H1@%|9W`=F6@tATaJ;rBYmolBC@Y(2!C>|M{CGH=Ig)9P#p z|Bn~v6tt)P``5qSd~JgMs<2qzXf@zxS*4ZJ-um*<)5x4}O(&5k&lgS;!~ccX?|kn> z2n|#AN{rit-|z9Rr}S9M7`of%I`FH{`?t{IT;qStWIHe?>tM@c$m ze%g|T@8jSVG|Cgmcg;(x7`>lT`g_-!7-0+Jd<7%NVppFO&G*oCxG^@F zKL)sx-I&==TSV`Vz@#%KXRdn*w6YT89oL@1uNpK=-k$dAXO@#4P1$?ci9M3N`WYTu zg>-l0`a&(8N4sHI_!I5l{DO+T+d;&!p(-vaD^5KZf_^fY*_V8djw%URup%r@WG zN?Wpx$AI&o&{%)Blj&J{*TbH(>C@I2m7UHvi55%Q^hf?X1^PL4CToNm@u-~4+1Aev z?VY37E&AK8r+0mNt$=YQvF;2p(Q`M=wvrZ)eFb^t~^C`Gc0D=y?t7x?$NZWSpnH1sFV#&dC#hJ9~`RM)F&Y z!LIDoTJ26zetIL%D=l99j2rc|a5Zcy=yw?oCF@&ut|hng12~j?wfAYO0!CheABVC> zcD(PU^Kzq3RsHQ%`fAZ|7=-ie@(9T0)V=9=nNwdg(jBXOR(B^S<|HzY;OAdr%2LSw z470rdx*U_U|8O--^6YgQE@d4|-pn7#>&xl!Xo!8RMk{5KkEa=rUro~rT6~c$E-e@V zdh*?p`e~_N1L!@0L-(3bO&41(^{KCRKY{jMo}Ns!6?u2&M5kj~dzRlVhJFNyzX+ z5ugFt@}~3#?D|NF5k{(JLARI9!7|qhf<0Z z8?|u_eYWttOQ6w?cbB7mX_Dkg=f!j?Ny|GRnrOEQ>#`p%=SO5M*f3nk9_>D^emFzzGu1*}vIuXgaU zr}<1(sOCi2p*V2^9bQ-e0tg)iziRq?ik^oXtKU=p2><81$2z!wpsl`oyqk<4VRd!_ z{6UWIX!-}g>ZWv_;*4U$)74(eOB!n_yOICGxFGZu|JlOtPUH=nv@r`3kJ0NzBS^A6 zG}8A#qrq2jK2Y?oWhA^7D?cP>R-B!}T02>-HJ|;GM90#213Ul3GI?T|RSx^=`C)eo zW9b04UQWj9v)hoYdL|d2@Ko9?lAJd z3)l6SkaNCvk?lYltJnv!(XcV{|`|snWeh1Ng=hq6ECv*thG_3qW>$=WG-9}z<>?3o5V{lhePs_ zpU0C|(YL+`mNR;m8xg<3hRmnh&^4#cjwaRZt|v>^nGm|1?+wJ#og#C4JesYApRnv^ zKiSPVi;w1w(VxbIk9>ZvAWnUSvlX>p3&Qt9sz2Y@OSZxOeS$@Yk@swvj?+&W-yV)) z^Pjby^Y>m8CI02Z$t1rYMD7uzPsZIf{5)sx2$FrP|HXimr;CxZu zatbVB^ZExrYv7Z7IQO#8 zWM~b;f+bK`5Ao#A%#)HyN}Q?9iE8BJ+f(>&eXTCk?scr0Z*|#4Sq;)%X*G@C-Hl!2 zNt5h5EnR7;-|;MxJzP0QDd&XLb>(*mJ*=Itw2>1MCS&>Gem25(Fkk*}uhH>jX~kkW zCv%8vd-RnvEbmw6OY-&<%Zp&>VAA9{_zBw0dy!jRo8anl2-E8?_5YVWAmw6m?~=Y(c&sH&w%<_ z5Nv_}@00ReEPg<1c{f*zrsa*7JN5nF?z3w|t#e41{GCM##_&fAYFE@|En2kFXZD&t zsMX$DJBCI3(svCh`(bixzFPzmhrz8M&9go$&&3{fB`dNPi|+f;vaRUcAET0^;}_rR zk`HGq%nqPm1y^g5H!F#{YNtI!e&rqA)o-r%YT{?kE6V=1r(m{9RE>w`jq<=o+AooT}9rB`z4QIB=OU3J?>KAYSF*xa4GE{qhyF!_9`c5|JGoV(6TwNhLR@8V`#LhV;f59#1 z*Zq!Fqv_fX8>VUTU|RJNd%nQG2lbd;^EvnP8c45$QFg9g3WJ9Ha6G=f29X(h&g#sp zPktK@nv-ZSR+dvbD`5t*=`BWrPPBW76^@{JSyF^)=Zm`aw7nJM4#VMUWV!}V+Vb%{ z!)ZsG(NH}EHxFWm9s2v4WF7ULRj4z>(5E1k`O%duxRqVT(BUpJB}00?)|WpZ7WU=ll8G_c=YRn0I<-4J3Z2QEDWnUPeu9oodT1r5nq#Fk0|{q3+1Un7h|{A_eB6fKfB?N59gCrX}A!Xcz+ zf<5=sJoU^|XZ1p#QZ{)dxufgzq{GScHp^cDlkA%*WzJ+EJ6CLaU1Uggr$Vj_2H?YD z9#aCto8s6v-d_flgY~(G*Cy{~dwuh?Gbi`H&}tA)><_$u`y4f6s{67t{SiZ8nS4r_=l-G2m6LE)}zqdm?#m%fkONzIlyz?;`y}?ENu+ zn+n%^F!fCO-$06MFe z>o9h!UYE1?LfU?%Z?Z0(XN63zj?c-Q`$$KyZVm6u^7_71LE=gF zVBf2MIagrv@Z&7Ey&=wPBXuFqflY=`|3Uc!D3v!-B+nj})ZH~rb;XWu8;xFIB zs~HKB4doF`%r*IcUVFl*J@m*vpxhn5mbO=7e=bX>3j~eYb@uw#%-J@r7{j!Ju2|j!XX?MfDo^g&MZ6#JXfnNW@<4xRcWt>ZS z?G`_8G=F0Cd}Ae#^^Ky*F#Rf$;8h;D8vk>asVuL{=l$7mPxZ;8cQ9~HIwb+-y6JN`Z^|8z1> z7v=UATpPR%M zF#KTtk_tM{_^+5~U4zAQzhn}5bDuMLu+I@+Qk8WF|6E|Sqv$+^hBMe_5_{eUhmYx! z`-`{2x+(UQCh-`vR1@W9^YrBXE6S1|lPLLxTWUAan8o1KR@8e1>XWp|b>npJrF!}g za4yB;inGroRoatUju2il1#Ls!6z*ZxDi0|dS|2-?eCmQ|95=Zc>3anNZUvg5V zjlKrr6En>;VFwI_?CiMRj zI@!ry8^fDu)r!v**D{rySFprZ-1?0s+x*^zk$w+=SCf{Fv8XtYJObi-as5rBzr~6b;k=BEx0o+= zNRM`nHUh#W%+t=#+%G&4JG(-#Ctc5^{na#2*3<5oalKL6S*fODXFp#140b$?b+xP_ zhv`?{I5}5Ql{^)BeD3E|qsQBjJd{OKeY=G#l-$c&K*yZuPhO+3u7Yw;=QTZVz@)$Dc)ySzgBT+!ujYjS#Q@P13uA8d}?EBlN@e?TL3sLJyF^&-G>tezz9-oq-V z8YR20UeqSBJrxSyGD|ahT`mHi55bDY=n3h&^~$M{x2zmTo1=`;|8`w-jd>qt$LxG~ zU!2@X+lA&!R`U@g>1zC^>ABT4z&;q{e)UVNv&a0|4Sg!@yB9>eTX^VFHcx%b`d+KT z4|`jSbC+$HE69$d|AY=Lp*H~{#mV_FKlsj-%lFX!6&D_4m;U%yQi}>~l1dykST3j5 z-^G|0jI&3yIGj`$iVO#{=k;bi*;UWU)}kp8-=h8H7QQh6n7>kZ!j5d#k;S)P-R zqeq_T4HJ`+e|8yJPJ(|<0sO@ms(AM=tSFutb0PZmW!;zKi`cdg$?;=>o%nftVwXTRt9R;Xh|wDkotR^W+cymJ*M zenPu@&GjrzKK0s#MmkLUj*wYlZSM=iDdt{kT^eD`X7tZf%oe;dS*D)#eI#H{E#UjXoBCx?z5N)Wqh8<>8l-PJs-*oc;O6vFT(L2G+2QH6VKgX_+hU4S0~;!l@Q<5sPJ)R(aQ?mymKYoS&pg?$3|Gpt~WLGm;Bo@iV=eh|MR# zAv>;`S{d`%qCc5Z*XSE;OTK{YJDNzkRQdZwSUd@);033qsYg zW4W+J0?n5m63-7v}p8K=dhhD8mht05F&S%!K(f9sp z!&1#@P>(OPgx@@VU5U11aI}$_J5`imi*dse2%rXJx6^`vt$g zjP*7_H_!1;4<#IzO7s$zd}b8}poVz8RA*;0q}4@lJhxlKH+0&r1H1 z>;`+3KaC@GvP<_Q#Q;d;IZz+(pJIJT=HtW3TOao8$G|BYH-#|r;nJ9(%c$)YgMHP~Wtpa*HMWT))I+lN1HZqUFm>PU@ zww5`u`+)vM`S);E9*0@O#H@GW_=@=srgslGrIz6wHp+>h|JbcMv~I%Wc4jTg<8oeZ zthR+oRfOe-nkTh(7h&W5ezs@TA!Po6-p3g$Rj5yA@nlfzg&A|P=OEH1hK>@Wwy|uo zc~0bQbF@#DjM04JKT$h(%j)>~vp%n3$Qdv_8&h-Ex24GTf+#hPzx}A+FMh7X+?_^S zCeox5@N^tp&bCjoPDODhryFv=JZBhEhj1YaeU3%3-4kZb{)Sv5C#&kWWa`9E+LCfI zyZ+?&P2yK`KJ&D3hqByUC_hNfKh2yxJ=s@Yj@RUz-QnW+N}hieU0XqUHfx+M0)3&! zYJ6YKZ=Z10a3LGzUQRW-)MAtK{I0BhAq+p)3^!nHC#-rBS8pTZ1T&4Za;=8c_wZ>5 zofFvW5OF3u_BVUKjrevLG*949skQW$5mUjutsbfIImfGKxq2T<%j_3!!q@Ut=tXnn zp5jliDI_kY63Hc)a3O29z|-#Jzf`PwM7+I(-44c$Hqe_#!`HCzK0WdbrWq@&<~`RK z=_oP&4{d*eY<9AI#-kpd)J8oFFd z-nFcDuIT%f_giXl3ac&QqaA%kwpJLsfrN)bx`B8!gP;E8XKTHy8trZRXQ$94c3KL9 zmsl+I3g5E=cPHN)*3_%m;9UPFJL|W;8?*KgV%6=WtbkG3XS^3;SrwbYy*qvH!MS7y zTg}eDn)3phl5i)IAp&L$Dfd9*)-URcXZRXS%Sqsg4LaWWoE+S{DR_-VI?1cGJ z(qu1A5!b4x(<7hld*I8Ph=R~AYBvsLW#4{6HM<~cEK1V%m$=bQ=2 zm3MYxueAnlVV56`HiMV7z^I?eGL^?19I7g{+I~-3)CxEefsmf;xwKQi@Ls7vdzgb zK9-G-!MfU{P8Rs#UP--%GYVF)4iH$#CqH1h+}%zt%li7BYR(%VwHiyK_d9sjhIM}C zJ>6Mm6AtZ%=gG_X8vFg|ojmy(u5SspnF8IWu+BNrQ+RfAr#)-LYvKHmR%0-=nkaTl z!CF6^rz~g91Fc}U(Y%KLt`Yh6gHn5#9b?4gAsj=G({N{wIJ^VTszWVxCGW-D*J(JO zw0C%IA1hvmamf?Cjb+Y)Onv`P68W+hp^Vq^$z+4rauV%N;6ZE5avsKg&7xmn?|3uh z3GsZgH75C|WXV0m_h@_t9^U4!!Fclk|0zcM%ly92>b8Q$1C8=IL}&ObC+z03-={{u z&v*8S-enbN>Aw?4ilC^Am6_`OtT;$9l5;kAGf8mUGE62GibQ!!OKmigvs8%s#5k<~mGldRheN zOrnKQJ%o)K8>gKq?$?o~iFo-9d52*@b|Q{qr=>W4 znmM!kZZRw74B!WBbRnH`UN@C@w!mPCxkmcF9eT+uup5$V;E^kxoJda=q1=TXL+5+U zmn)|Sq45ema_;Oc7Jt+@U(qe+hn_aa7Bf|XY-v67%;8b9ufgu8#em78{v=k*`f@0Z zZ!r6n*p>SMpBsIv`BwRF5t#>(@-VE+iOBgpXAynsvA{RHZ8pD|WChEfnH4lV5Nobs z)qdLVp;adlWdY1mE3g&T9xdADJkjMmu?cz3#lFvZ$a@eUM$4SvIlo|SZ%_~|8;Uf= zNPVlmO$%COxBo<=C2MaTTvz~!ZTifEU3QdC<@=4Ha)|c*Nd8~JDwk`^)Ki;^NA-Aq z?&OparRR{KHs7o6uf;~Ht?v{V6yhJ_VRJsLvzslS%04D>GOxdG)T2n(4~oehG8;l= zM9RVRoF;%txd3Bwg1;2&JY&`#Fll6_#^%oHg4SYEC3EJJ%VcX~Ll#>iF80HN z(J&Y(+704ew~`}gRZ=Tyaltw{&sEDD{5u8qsj2n4mF!9!{D8;iv(2y8rBz1UCEh$H zCO5^IXYi$ytIlMrU*dOm&zysY)x_6@P|9b}zT(ktEeAv7M02EWOql(+XqKwzdq}W{ zMAwP*joJHQ(I9)flB4`%+#Jld9mL7n#!fb=+=OQAPAfey?g|T2I@Tjg`O0uyY?8bKd}-vhJ#fEWY#D3~`VC8_TXh?XZ>1nH9TK&1xg5N6lKneacQjVc zPd#Vc7wI(`=E+aDjz!A*tGCEG2n%AbF7P@Cx~Z!$fS$$u9BS5AF{cpx&J~ez4V0QH zJw(M1$o0K;-23hd9+UDb2QBX*q}ACqI1ZGJJzmAG7;|`ab8qbJ-@jlV{THdlHwVS9eH^#I1a4 z?Lo8L(OF>Z4tjsVlX{8|$u?C1W{;b_GP&yb`(SNS=kpqzK7kB3kn%UkCR^gIqQy?A z-s$@rEy`OVzG1P?%zFl_&W7WWG_2wJ;%+NuBdxn&|2jx4#khOPK9OZgv(LGt{Sa2U zKX5*5aw`8GHZ4xK)H_?ieud$iirowKOg{RfF?g<6xY@YZv->o1zlAfEv@4IR3m|d| zosuOe6%|H{Y#X&b%9Yz1w)vNrJwo~`T=is4u1or-%$_Hx$7w%F#8~RDd7{@)sGN)^ ze`?#6tpDO`X`1CzVy>f}z{Y{}>Mn{N1&d;0;v`JYPV(#)`H=*R>7M+tIaih{@n2w7 zK9Q9t)wR${b*9uk*bKeoZ0agrjKrrKcv1GoRi|O4 zSj|?WAvb~yPw73Fwnvz|1w`hXv86Tr4svBxO0|vT<^2Flx@rHWmbdbtD!Nr4n>b_FV3@?8ZOXJ2%q3vzBx4b`wAB z1KdM!~5XS#m8> zn4SM6+fDku1FI%_mgm!RMVB?SXaRvdjoCq`DHy*QlP|=Y=>?InJxQA3$Cdv3K1P`fN>|`#|L^mOou_xs6pb_ zq3{8jZ>G^MuVfc}cHWdDXF0D-z^{{`(o)-0;CY`0sZo`hN>}i(9dJ69Me2yrYan$r zd)-3++E7kz!RmB=m+ubOE+_muz+ovX-Y6=4;+3In_8!lBMQqKE{?Eug8jh#x^DVq9 zi;Kxpe3F=%>~Pl=c;x}Sa|@(;lRq_v<12$%y#{{IG~%1k&mQqqYkQ8|g~|05Z~9m7 z6_|Us=z2O0vIpmFt8-g%st}xSgU#*ad(r6_USZmm z@a`;@Da>>BlB5xQR+6`=_jZu5s@YSaG0#W)h|2O2r`^Im3`Kge6b+I|+ltB3o?iaSjT zR`>>(Jq$7f*>;Q-`v~tm>dK%PY{&7ip9{QyI*aE{T{AwIdQPA4xdTPyM`)2+ssnH> zHK{umtctJT`?;>Os$x&_SgtNuVGk~dP5beNT~MlSp27H_*HAM@B#Y$EOvhhy((mT(-_sfT7z$l6d%9i9k=3sJG@>X#y#x!ED>cI z3HPV%5GbV%X!4NdYCg5NcNsDHSYH-Dk0r}$GhW0$-olXaIN6e2vvVh(3X^%VuPAi@ z`A&dwe;jEIi>Jih)GnMy>chyG9mqM0da+j~^5q5W8Prc>%iKllixXKt=d<6_X3w43 z0Z^D|jJ2$=1d5ftlI&eYG2?&a%~P6+*i=t6*o5sBNqH}8ykCIi)!tbsM$gduRq>^q zaen8CPmwbDEH3oju;9w+Bt7oLk^y4mR=z)gR~^oGlc(rQW8F=LQnWgVeb3~**`1iI z#-*T>J-+{+7d9s}sbP24??-=7ZM{@Pszm&H)1rfq6dKTv>T z?r-!aU41h(G*(Xh?`OO*FzL~RT*=q8;dRTa>k#jfXCTyO9 zHBIQ36Qwx?m=l|Kz_$VPa>Do`b5#&ayOA$B&I{A~@%zANjvEesyE_MSAbT<&~_EEOHN#I=e>;(LB|(_L}W* zy60)lR+{B$Q+MN@E<*2wXHLnc23hXI+{&MJ6!>XroNEiS3a~Bh$}2gpr(y8D=IUwg z-@K9>RSR504(7unNmmj#tHS+Jw)lu-C-V6nICvc!6@&Gwup30?OL$EMW9Pi|!DPH# zjGJh-ll?t{<-*|H%^OL#nNaUag3WA`95AUN+Ee7u`jT3{g>kSuD?Q6=J|=%NsAOO0 z`K&mDeg0*IPptz};dj2@YjE#d?UOw|^^l8OlY3&<2N3_9&K^^Q>0Q@%C!SBuh_D&zBl|Qt}Fs zu@P(V)p1_!LWe1Ixu3T*AYpdge<=pd7oC6Rd&wk|iY2eJU2zso*5G<%t|K1*OPif! z7{#CSnfpAlcH?UsNU`248+gKW7D*QKJe9tQtmo0am0m^oPVzQCD1O}NwKZN@D&n=l zv@b;LJ!H(&vQ{wYWxPBuI0ZYa@aUX7{)Nuj%l4|CUEw^Ly{GfE!MryoeX{?jr1-kP z{GXG17sMa4>iq8AtBrXu*|J9^`*nxS6Gi$GG`PjQ6QKV$ z1j~vwcUn=C1z|D0KE%Off?3127Gv1kzFsrd4=i>lj8d;Qckh<^ovf|dgMBWUI>9|v zhmzOk96tx(#+m%AHr%U2>n>5G9O;_#lSWX!m2#IPI&Jj zOLCPqwW7Xiw4X%VmvHDPTGr<~&%wQk7S9;%blUu9^kSmdXq?Wq@Nzf~(lWX1hMT7$ zp8UZ(Q=M`f*&g%iC&q3B!P;~wLC@qMsKg?L#Kd2%qvgo^tI-lctFYh$G&|Z{--(Q0 zVA`KpmulLVS)rDY`7aV31EJq}`JtFTjRdz_tIsgP4A^XE@1Z2xNW(;=X|Q{T#h%2z z_ptIPp0T&!dcUvPZ!%J05wx?Iel|%CfZ%`u?*wJ2%@`NpfcW05+D$IyC_S5}j&Jh_r}FV`QdH3C7 zMr~Gm89%3D*ZvUQK<{JOV+qtJLbto0ci{75t`AP8Pfpfu6XWtEDOr6>)8iK0DQS+K zMq5Cqr0a~cmj(M-?Q-7dZ&o>orVoml$MCW<@wXU{8lu&0?d?+K&DFOSxWmONpph;vQ_UgW+=}xH}lf!cv6*26LC2AdMe`8jat8kQ3sOp zJ-U4Im8O;xJzwA8BDNF9Ate#5qLvbwm2#5Ip3G+M-kyk~~)bq{`=cahM zSI=|!%qAGL(KeOC$FoB@7XC;qS#PaNmX$rw-CGc!ukqiVaO|r0=XluO-#L-d6{|Pv zm8+^`F-sPw>10oY`59Jc_}Rj>#Gl?R$Fma=Vy|b+k=#t%ap46cj3sAk;&wFtLVo?e ztC)fQK92R8<8ks>{UajQgjh|lz5}&}ut-kByTp(SM4rdYos50|@VfFO>m}MY!0Kz* zJ!gRzVMyfyANh{Py|HyMc`NGw4%T)f=Q-HAn||4i`8CPTAzwAI;}dbBFK$m{+gthE zGsaF`@drrSA8U7F(_vn3=(V#%?N4|>xdMD9n=v`SlYchPXp<9UQE;rKq6092n zyJY6x$Ko?tGk3rnnsos$*^gzDV~{p8`i-CW6WMa-<6kj1Ck3w*C*Ol_ZxOQ)eV%6b&A2$r zJ2@BsG7ddPud(#c^TYbqyks<8Nt@(V$O+NekS&kH>&$S!m^PaZuVMS!^vK?==Si>+ zV`m!cQn79bDUUKkDd-%|WB+9NArQ>j)F!O(oY=J-8|#|kJC@9yp=1R37p7Yw+{p}o z!7|T|x3E=b9+!+u?Y%RQ7RjT#jE$O_tuu-KhspcF_G`U*yS__JrvI-nunz9SX!9t& zp2NA;JoZ26wfBE3b9NM^mh$YE_{whmcN;S}F2cpi?Drr|OVapz2`UBc0p1)+=>P9`1Y-8E#0qqVq@BMgmGV3QZ%Q8&Af;E%RF-YA8{bR|y zoFr4(ejXezB+pK>zv`V!NmK@|IfLKaNO!mryG#FMXim+Bpu1yLgyf^~rQq z2J(4s^#~lZEBkQveF8!~%$RywIlDKIWVt7N4Y}&`smq~X8sC!RqzfcdS#c{_7Kj|L z!1Q~ObBQ?gjsA5>TaD)@3+!_+xR$;%&2bF*UejYG&%VX?gD}Vy*fjQg)41cwRz;7c zdS(yaN^$jbNZ!SU*@brwtgoYIV+{Gq>X}ooPg@gzHQPWKMUNU#-5~BgXSK-giJU*k zDfdMpMDAJ*_U`{6*4tdk&D&2zTqCj_$L8C`#(`{El2^81fuVknHp(6|ci<6yu&|}o z?p*C3#O1AIP9*P*t82ZI=VX_e>qyZcJIcR;|K;S$4Aac?23>Oc_dk(o39gqnLN%;^ z%Gagzxd1CK(&tK6%-*OzMn2J%&rGbi8OrTg{WEwj6!*`7N%qR-F5HW_@+=g(;mclE z5O;|w6-aq0*~iKEg&47& zT<00B3TCh5uWdxbo3Y|rx}>Vr=Qy*#3Y*-bd*S~KT#{)o&v5V5>lJbL3+%d>1e37w z4Uz0~Yhpjz)-!TXIOnd-VwQXjhL_TU9!jQAgz+?U?e@?!qw!_{}E%>Sr=aR z?kZR&<5e#VoCneGw3|rkM4MY!AQ?kXG1~vMJGnrs@5HGpES1^^$;Q5h{aeAI2%m1v z`n}ojM{CKQER&3)jY;q)|Lb3{+UC^BAuOKV&B+3pI(kj`L@J?A5&tj5;Fa(z&X=AO zPrhTF><%qN#^eP^ed>)^ou^peLar(F^X%#w2whB~+zU?D&jZbQDCsU@$DB3I-tN{s zau~+vS=*=l;CN_czw}lSXCuoV?A5Djn`dIbk??2ST>|MPe00A4kMQ4A6v_U`?QHS{ z%-XR~su$&XSp)5FAmv|L_n}cTSucY?GPG6{M?PZfq2hk>E3Phx+jaEZ zC29;b_RInw%yXh-b{wX~uh?}JNggp)?sd$eSz$Az!uID{yhY-EWciMleo!#$MSLME z&O(Sc!k*`7Jqo@rYTHFL{EQwmp)(b#XNz>p#rNdmydDy3Sa&=-{BF+Y*?KB|&4z6D z(zU^$*8 ze!q|?8H~2lA?F%T(&Kt)oJ*c<{5sjgezDe^X^sh2nD?N0s`ARi~ogAl2KC&}{s zGY`r>(hDH*2T!?$W@B+@fO+%GW}P|L!=#D7s>3eVhPBx5f9&!LpD#k^U)e1Yv>OQ) zu=hJ6Q%)0aghbljZ-g#v^dRJ3gGE&x=tj&#td)Z z^11vlIZf)rbhKEOljPa=l?+|Up7xktN3uvi|7F$dfPu}etEmTZ8x-$^-&0y#>1S5- z)E@0Z_S|#GPRH#2K8eS@$ip7Caup`up=@$EOOK`75ww4`;B(nBTwOwr``P$dBVO(G zo1s6A#7|-En|!6KHR}Mn?#0L4&pD4?t9WoTes-Is8ajcV(H}j4>A^nmst}*)=cym7cq~7y7HXp=W&V_DH26cr^_K;sF!ZjBC$D5~# zm~sGXuJnKM5N;PAU*iw=;PN$QX#;~=^zZH3WtC4S`GmOC$c@?JB{NNiaz5)kP1e!g zT?U7tc+(!H$HVawtbZ6!55$S=c<5!OSInR1Bx`B+1#D`tbaDY@-`_QukyAIjVEB{Y z6ZOoV)!Xs7o}UNvkF)hp4w8SY6mQWgl`ZlNdx#!6RgzN^m(uPb?CI$H9+D@6@O~mu zJAC;Nn}@R1PJboG;WtoQEZQz1-BIjPp1e!6Sxus7{0gQf{+58z9Ei?_+7nQzz~a3N z7}<(FpX93#k>^CHX76NjgZ41Of&8X6+vc9$Li0RAoAqAFC%QVU{{tR>51C~2d|$8B z!pU92UIiYJyM)Wdfc;s245aqQtlp6S$H>2m1QkS(jr=;N^|JeFod`Qko33;?0H)8v zw1RoFzhoorvTONnIQ3w;JOy}~J-3_tZ#cCwek;C_YEVOX?gILxGU6Ms%TCP=)`>58 zN%F#d$jGgq6*>plYt8wx!1Bdpxaegk2ZO1_W4 zpajY5z<} zZ#2rI{NZfA{k2G)6WQ50lI$vDF{>>uBwN`49`rGOjo}4{v-Tnw6eV}EyO;Ex&rs7y zl}~D^Y4xc%)6!|aT%v024arqU`e!!$FXqLT#=U`iQjWmJoSfix&@*eM|iu5gJ z8$-Ta58YJYH94)2v&LiC;1oPxT_E8fM(o80m$Cdo=1tbu+=qPxr~Za!70gMd zzj`n}3U;^RcV9LfEso8Caq2gH!cTL5YPs*Ttu#l|ew*K8U^S0?BT0Xy7XO&JotYa# ze~PGitcdo!@858^w&>U0Se5brBr$nBtS7MF{e0&et zqgN%?-yf@gH0nqG`VR-QgZuG<*u4?{InR~-hyS{s%~RVh?6@D>i?bvx1d- zG#=E^zk~LPSEoTIJH=Yk<86Mp3Zs69;~>bSe#3rnI*xZM@8KanpKr`HrS_NQyk?@#9~KV$1Yap?uIWOV_ysb)D? zlu3oR(c;tJ-unV}xqncTH=n~E*)dWW{_pbMqu}3-epj+lDg=B_znWsuOf$8`rTay} zC!zBKD-?m+NyhD_S8AesYupm-nKOV-VR1QFmN08_1h&BIoTexuUhLx`b&U6$c_%_M zmFTyd^Lt~wjr033I-d)lvVJ7T<39Z=(l0v{E@RXE@pzWmQsJ{d>#W3!gGrg)E?H-? z7k!&}no7~*p>!?;T4T~nqS}ih)tyj!M4$W3)f>{sL$nP(?nn1Otus5UuMLedS`-@# zp>FifQ>FfRa5FBxgGZ_4Qk9Kn;7M`5bu`2d*JFns+q_%HtIw18TRM!@bEX+y78e?c zmRqqhpCq@?cp46TPp&dFC`$SvJS?XiQeAPEv9ph-rKt3nk!~gV$Cy7*RJj&@U$g%x zT6GpzrdUsM9r`}IUCg_)zLX_ZTedize|9wbfB3OU&#TOEG!(M~pbVX+!z6j;4i{?< z;=OCb86V8n;u{O2%eX_qMz`D z4aTes!QtXTYFS-Orqhj`eR=QW&>U<2!A9&YM!rFhPpt=c&dQFKBdK1@Jhv~U3hXWRBDjB2F89!+iBRDduna@W9q*~Z5BI|X&DnlVV6$)vc>-T7!{?#G*o6hzAvP=5+@VDT74=0O@iZbBsz^|SJUZETssXX zAJX~;ab_)lJjJ;Al<*;JUL{%L`VJ$!Cvxs4>qD3{-8k9Tocy?Tai=Cu=QCh3pUn_G zmWXHv8!egZTSD(?z3zj+P1f~mAp1W&N<6rN{4*es=jvzR@3B0gxt=-av6;4u*z7JI ze}uVCVXr*H`v}u!lP~oYk7T<8wLcDiEphcvI49%i>1J91u?qa61A8tc{SY&M#9MN| zDB0~(?L74<_Udyw3r&VV&e^0=;+djSs%|Bt=;OvY6sH#JcbKo-dH#eXFY~_LMyQMN z+5Ogo^~b{M60$xGnPV`b2j7`TqTvPCqtCg*p9{GT%PxXkw|xYwjnPFnO50d`qwb0@bb4U-EwpMKiGWtjg~ zi877&#xT0p)c$a``kf403VIHAhbq-QpCL~<(I9nhhhg9ZUln*p3!Z;HoRXg`c|@l} zHoMK&;$d>qJj6fukhd_4rT$Z8cI#Sjy*mghRq-jGD!P!mIp3MdLahs~dwwz2rR=Z- z)<2W{ZDW1H3vXk!3t8$?<8;UQ`@Gtmd?#Q~KlnY#8rzNWkAB%r(Fq2>(Bu$N>_4*% zvs$DoNcIX;6_NVTEc-Uj;QK4_rj#`*KZ}Ou)^i7S9-56g1OU@Sqwqob` zq+E^PZ7}bCGG}+s71*4tnsa&28g}Z%r(PoAZn8h;-J;qi6X;cZrWAJmE9U3))sy-q z+ghH&CC|#&xNr$}9|qG>*3_3to6|o3SS`jGxe6J}LnpO!CTcw#lDpYqwWxI{O!i^T z`L6#iD7cOo#gntwDNhj2gwRycpn(We4x@7YG?q6_60={x!`}Km59d_YiU0j;jPll| z7wDNhT@S&ywE4c%bEMas!R`}wPp15iICD0Z%65nG+{@_R%G#4^R@aGKbq$!tZeJ0G67Bdtb8eA28_6yQe{MJH*RC{#t$BCTC@uRO3N= zSYa^>EX0hHT#t0b!4;z3aOlm2-afq_#fI#2%6{#hQ0T-8*Yep{Abu={6gF!yNd3!t zr|`8u>2QGAUN-kV{C<=cZ~0Drr;4J;2y&%<&+lZq$urFLdbfeVZnGA_z!&iQB@*XpPgDH52(s7WQSuA_q}LO8 zUX#>07x9)j(%<(wwyz3>GVGXa94AA*sEC$p{f1)L^*&8hHNz}kf3hq8d-dO8{L4xF z2d}&iJ2yc2E}S^0Ab!QiKQi}SR)mSP`P=(-@T{#!Hv@7#tTDN2&dHsz(`yPi8GGFC>kc?RPOfu#YR<4O5MMgtc_r;`<#!*6XH`hu zLQFWFjJeyhmSiK1db}9fi`4zCYi<2~Cv97?ekyC^Y1kXA9ZhmpK6z)3w8rM%-8<~R z6VByH`4#5gWaM|*pecKOhaKav@=%DLjTJ|*W9n;sZ2qk@|C+Yh8~B|T^I(+R`gqcP|y{mXImR70fw*}vRR-;Q1ldF>9INbQHOFnJ}JYUA(A=D5Ls zAJXt12n^T0n$d>f*(Cb6@PFzNtt4IQOV@(Xceu3A3RhC3depo>!oRsWD$_ik(+mF> z(IEHWmXh@XwkfOEea1S}&)=Z;qN|#Q;_v}h>1430gtMvTGl+HaiS84&`kw!sV#fEi zy1?kUuV2{rGf-Gh{*|;HC-OAK-%eWOM0E+=ebn6Fm^nKTiomvu*FLAwndC1<-kES7 zB6f5mWjnei+u`fbtzzDxJSaP^&Br^O^Ene7FHOjx$cO@9tsa)I0l!7Ppf4FcwJNiewkL3LeX?!L!)4 ztd+1olrMmNDx?3657`5r`~In%m$L}xh?tkdVI6N>0@q{>_|hw>eYujno#~w_Sd}n+ zB8Kmw;Wd7zrbY{|7Ug%3h_Clrd0OGwBd+_dHd}xAeSzDD7%RJE-+}aOQS0~uByKe8 zdD`dh_hr0efcL+{i+x&ECPfRl{)#n?j8_(#$CB@FI1Gc*2Q@_ z;V^l_=)LuMf!z*a?UG(ezO3h9QlD4Xv}V3SzZbFUW2n|L)LejDqc(y zk#dK>6HStXa;z37lkpKAbROHJf?N~$--=J!`|}6xCHGEq|1YCWTe7r);IXV-i%etq zT24Y;X0{LbQ*zYiGv8HY%5IMA6&{OKImeQym-F(eVRR_&HiF~pBKY5=8qVsU^XI4Z zN!^YL?Dvdo&7WEHp@Q`y_k~V_YBN1!R~mXi_NbaHM>%C$FDZY z?#7Ru-n$&@E1IpmpU0481JA#b5A88WXR+vZI3y>+y?S;s#!31WHg@h*=CgHnI(s%z{!i=ncm1 z1F-L0R!C*49qf81>*oYpBhhGw742ye@C^RZgJ0Ds&^a{>?}OhwYfd|}brMg8uwW3c z>*r)MG=Se~avcM)Ev$Db%}>XYoG8vd#BOZzuqc_x+?18-lw9d1qEm(62Y%d~FQK)^PM}KTPQ@?Vs&3*6e(dq}U zhQ?05rOpsqYt=eb?-OzKYU52N#}wDZd3ce+w zQs3Cmv&`36P!-B$^q*_y?2S%D_?9>2^Hws_=Va^vJ-S0>t#+kFs9OF{t*FJAx`!oK zndxnMWGDO-*S0spav(%bX5+!e+r}r~z^cKl(!wYuY5OtlPla6v`pwWMm6#T5Ka#RH{Yy!pkT1_!dQ+DcLEqfQ1-K_#caI=HBQyBk`GVXo2 zmRek?z*`DBZD8Av6<^1d6R}{NtCXAcf02}L(ITt&qgs#R5f@o&hC}BRbEnqcD64U2 z+SL#ZPQknp1)8^pUWMIxnbi%*X0k|BxACsvN+nlClD#zxo!#2MBz35fOYh^^0 zTz55~|3<5Fc^b^aq4`j_wqTu@#Gd!k07?wXf}L&`tdR$~tl#`Tj?~cVU){1~1bfx#=3P<}6a4f&s~HekKc5GG;q|vQMiw zcz0Igb3~+ekX_DO4r006&9(}Ylk<2wPK0ZvNq8)Osc+UL`c0;LJ}LGwM=GE_LEaCL|e8^IkmcMSpFB{MmF`WaNP`zS}6tPyHL6 z55S@KMf2e-xeo%V%Q+GUkMPPxX1$N)l80iJ=&)St##W|Q{P_y&@<=kAg_-Z+#H-@P zhip3%GG#Gj2fO`3${l*w<1f#$)m#3*8iOwt3y#OB!(sS7pPfsN56rlUO$Xy!GK43? zdeq zB(q#SSf~EmEVfukvlp;te=G4-wAljll05u$Z2f?oW5~CHB{ztjy`ghF&BquunRb&Q zITaF18|g{R=!=E@Nis^rdf)Hoap`O9>5uE#eVYCLd0u!itSa*F{rK)$sNc;i^E5T} z;-~S+fi&GqvOZRY*<{Y%q9-8O9r|~%Su64AE!rOht(7>Gwd4qTJVv@{5Pg>C_hZXr zAih@A+bmWOpv7Yt)f-1rGwdtOI+O2gGS2fnz9p+>MXiMCIrWm7+GqLR%vX|mYAAju zFHG{c{LQ0Mb@2|ZQXBD9@3yomWS>_mk>xqZfjIsZZ!5(s!ljD1SDWpB^4HZYk{!0K zjFNof-&@00`+Bs1m8m+nolSC2IwuO>!?Py%lv*)Wj5n{qAF{J$Er}n6QY!1rr0osZ z{RcnTfeTGUf#;0hgOxsqa5;P(g9VdWzaAXQc|UnBN)=o?*JbTb3u0QTvi|J4dnS8- z%#x>AJyRKAg?O10TtAz=gt*-cAIsxHU5xn?M*s4}<=%Nsn`+pdE7iYApX!)Zymk-d zC*Z*?WPO8vbKpM+4v3y=eFu zZ(56Y+0);Jgl`yag5N{5dsXWtxUh$}=H%=>{(6&^IX`zXSq~%sQhzNo;(Qic3bnmZ z%-+{RFyE$4?i4R^<+z+aAHivhF>c1Y16Z&he_d2?-T$pV+q_m864kUiv*1eXb@nPL zs$2xG=r;p%x{1=mc*S~1?S$G^8tk&(?69(3!RF)WIa9>BmtMJ+o6H`yXuiVx>sWL> z*8NF>RCy^yznx-kDl=8Xu4MHq%(llC#F3mON)^^sEHfE@HkhR)Fa3(ImJuIr#;8gp z-U91nDjbCYFF z*L~)?92YBzw1=_Qf`Tiu#Eup8x)-`P^S`tB&K>4hp=AqkD*5VCt07N-Q%83W9X`W? zrDk|i49Z=D=e2szHt&bVE<~QL zV$vVR%+rdN7?aBFmCQbko$>_sdv+NE>1uQv?;7Py2u?M76;?}yzLWS?GwbXCJblc% zQH+c`M4$~?_Jq}ct|?x|PWwhT@aP@Z@FGv=xC-m#UR>Q5? z&EYgpoY}+XDPL^qKX<)^;OWPleSb{$#zwZO0&Mf-WW!<-7yBj~QVT&PTJCFwZP;hcMa&i_BM;%~g*P1lAw)4L2_hw#tTPRqHw3ZnQL?Eluh$;RId zUOAsO%m^LDnd|uE)kfM6S2~k186&qsr3Vk%g5f_xKasiwFX=?5pY^J*W%3tX#+!=6 zbAW5UvgE!81Dlef0qYc@-FO^%g(dDVVq?sD7y?aMssUD>Zod0iHyFo<-=X7p%-_%N zNSEE*`GlNIu|vI=9a?+%;){GG`%BhX=QfJT3;E~_R$YUS6ChU9 zU(H3W3gYx#dZvoVX#eGE>}WrqC)I@{xPslbl6$BA6M1Vsr#!}5t*j|0!ud!nKM1dK zs;owVwxi5{8zdXT`V4XCU7Xy@3cu0nepVPmg2Q?3@%UGt4#}rn7A7Za@f+J_7fLG< zS2X@7Y>>L#x4<{MX7@K&YUCzYb5&U8u1_D{`>fWVu{=3!AYf6Kn3@TdeWe}m->(5Y*t@67WlJ$o2ARhqlv-RaPM*jk=7x|siq zo2MZe+hgAq5EzO_Yt7%t%)hc)sw3@Y<^QZQ<8k1Af4!u|O``Q^BR|8w*A`fG0sWR? zaCTIk3YUCR$X?&WNH-3fu5e8|(pb-szXwlD4eiy&%ZZ>PtsH}`Ye$-4KYdrhcnqoX zIifcimwGqVKJS3%8o1;u0j- zA<#_T`KS3&&g|TVFCTcVml$v~1}3}T3|^5t+D{wxY`j`S!_Iu_baUtIT}y0T#V-Hh z&l0lF6^904OK2BwU`x`{M-lbye1+vISJmFhqwd$oER=^I%6C_Z-(k6z@l`;lia zTsOk97nadmi@$xMacR-&6bd|3oV}I&xK%{465b$btCM&#V3Yi zMSz8DIf7)_sXv=dk_SE6tTyt{1td#W>{*?~U5j$CIns@*kR&)bDLt_9OYFw5V)F8p?kj zH%=W0A%2yV)y;Sw zt#|OK%6M3bEX$2pnjIG5L>a7mL*$9A8o;zL6p~G&wfJ$*kXwbj!v5)QI^-tSn^BEad&N;zO<#e#V*Fydd|+-{J#F7Q?VN8MyAD^LW>Szry87V{R3VPtf;Xvo68XPe{8BMtxy8jzzBG zuMQaGQ^IeHAW@rCsIGurU|IzLw+RUVTvX>l5^XfF(higw7 zGn~nNi-*Lamsx569ZsXkHLO1d1Cz(_60KgxvEEjveE#f<&nK``DsTLSpTE(oJIkeV z{3-fxW&O)|`9buL?D?GgG(;+}&$Zr3CWw>pAy>E;8}}d<+^FUA#>iE5Plz?4?MwP3 ztIjH@|3m(lA=H309lcu)8(N7@-{N3uc_u65OMK{jW90Pe<6_7+WY4bXJx0EcPrr(H z_vv+xadIEB9;>B}bq&maN)+ly_RmOI)s@{qI`$;rK;tJndMSKA*lKtx>m&>J3aDj2 zUlAkcEO~O(4~0SrQvM+_Uc#2Cb&|cS?Ywh2UCw9uquDySxw=^yYQo|r$i70xb>{gO zleQZ(=Xhq)<0E#-o%3X@U(dhx!`9jUPOjxHn3MdtIX`!YQP%7GHV;}2+3U>RkQQsL z%C8#jO_6`K81}K1@M3=P01o%Sl#}u2EfL}pOc_f4pG1$`*B*i$^Rc8ESxRDaX;!c5 ztFOMx&Hw)#&I!dl-(QcZPw|hZFyk@rRbax}2}y$DXD2Ji<)vVU%1z$$~n@+^GVb3QyfgJr#HU;|V*+nT)#Ev;QDC zKM9E*es7}jk8t=1-;>q$MiQONwz;p~(r4;r;&(EI@9?`K79B*=O}P6wL_ZR(wv+HS zBm4pLsyKKz51I^%5u)S>Sa!pq{;c!}R=jUbOTD|Z#QfAGx`glDg`FqpvzqKrLhOAW zb*{f=LF_;FpJJ3}FsUpL+l4JxuxU$dt*&oNY)@Uh>s@(n;)~ZoZ$2b)7c8eI*YMy8 z+Fh$_D0Lq z>fKtW4$r0LJQr)Kd1WH56c@?zIcuYy+sTpabcrp=_jZnJjbX<5kw5kG>I^as(sBt8 zxf24ZcX+wKayI=h9&*2uZ=`(1mC zH%juFZ^f3>P0RiM_<2=un(|+}FQw`Tr~45m0Z3jrp84ht{j$bv*y6Lc$@wQ;lFQv@3i4 zLGxA?ZEj(W_N+3BrdPoEKvyHhXy1yZ*OFi|F3xt1)J8P9N|bqkRW2gM=_F58-!QNeG{S4z=^-maf8&kvcQN`Gw)R(`@jK)@hVE6^t_*zMh4d@*$=GMPtuvBYaeyMe@A>6Lm_|B_^}NRabv$=37_Tt9YAUx)l7 zjQIq8nqj~Sqh5@?IoCZ9@5f^4oBZc*7E49WRKTl-!}Hm$Kj}xn`fGAd^v-j}t?Bht zKTJK933#=L#j2Y9VfH!}pAO+aJLx(T+70<$b2B$3!y4%HGIq`%oHZXLRI7EvDael0UkG~;_1JOW#q!F90qN3!k_SlpT=j>V9dU{V^wKbZG^ z{ffF?I8EE1@wbn^cWblIRmW4LO~#@_cvwzlc2G?QuXcyY0`(FgMA<+%HoRezyto)z%i2)~yhxe!Z|g?BUEpMY|8 zw%Csz7n%8LT8x9^-!N`VkDV|$5mu|PYX?SrWbEY3-bS-#eplAI4;_**c89B`n_N%i z^mAu+ngNXgB1Q6oBuix#-tZ8g@9)}dD%-7O-)2U5hCYuQt0ymCM#f}-T$xv`ECKqSB@)(@Y!Tq80Dd{U=<@4;+4JJ8@+Jw)npkF^)BzlYzgHo^Z zFW&k;674I9*JqM(pqZMIG<(69Vc#b0pM&p6BR0XjYGltDvU+rR+L&{+>CFaz z?gZMu292CA9!vjJ(M%P>><=ylou^2>*viozODkFpuEnk7x9aPi?9EDcywcE0?VwL_ zr44UcW7e@4aHO#(LuMOWO|&w%7oqdC=0cwJIb;(_U#8dlJZmB^U!>2U^cgP(4Z-FP zqD_4x?S|03w7=DLQR>0AV)G4VuRzA>JS{n5d-(Y#DbFzH0KKPL7xNTyHO{Xz>lxmi1jhf`T>yRpB-ugh8PXRGupxR-k-sT1)qdp?E_jo^D2pI8so?0u_9%T;)j z3Tx%@`a62gBl+(l=0Q;IO_nxvTEyd$sr>|Oeuhpt$uUt3SOuNS>6UZs`5gE@>nCSP z5GX|Qi~Zl8bYaS1<0ZHMa_e;>`>(Liexh2&{~j7=82<^9Pv+Yr%y^hpwyCT0$Mh_w zbynvk5KRV?|3Ab2FMsN9HYM$~Iw38pRE3Ra>?`XK)DUO`R z#@~|fdb94*`gT0+ZH7bOoa*&C$((agXS3ikSiQ-{sp0hzOQt66T%%Su_Hg#U8jDV+ z*XOXh4FhWO*#6p|EW&lNGE8;VaTPnaDd2x6);-5smfGMeX#Ot$tYY?4jc~j6MMTn7 zQ0Q;$c_gTgUr!kM0eT$;hnf60Su}Uz$x6Cs&UyOgWWe=sd|FIsYCTyij^yh59@e;p zU)+gn6-3CKofyIUYxy~d9PLP)8Z{GGA~nI+_-mi5n+4{}e)V;<&2II_=F*PGod7&s@ z&EDgjdpn-&$xxBZ7v;tOB#c75qPgSt}OEUA^Qv_{ArS z8kkiV!%MUInb@>~RvksZ-`OS=ZF85nI9;Em(VsZjTA$LQYN|{oZ&yF-*mvH~Zk^FI zt*m`l7CDO@j?|}|)@2~M&et6@=uWOzt=~gP+}IdL@sB?IV=npn>UAU24q8;un%q7#0c-f4PoXsx9ta+)4o_bq*VSO9MUL|@g!;#PNt{xArC&pciYuDl8 zi|*Ua=IPB?bg?-uBFWXT8HdUH*rBKy9$>HYpxYbL)ggNowv4CU8|<YqDVPWI{UF2;mpp0YmSEE^&b5?;pkA_HjU@q z2-W`B^eIF~S>aZZuP+U^vT1kx$gcAp`1K{57Z%U5*D!0-9{BA?vrE0!$w(coJs0!! z+hBboR()fv2T7WfE*H==d&R#cNl7uUF%1j*Kj%Sr!}(AaxEXs>hvGS&Fc8L7F>(R_ zyBjw1c>hMSZ^O@B?mK^j<11KY4qu$)Ydo*L zj&9S$zn-wGEZTj}&rbH&4Q6P{6LbExj`_21u??^3i@S}*!hZU{1H~Kpa;m;0OI@D2 z%q8=Fw0P1x#YLXhUi}yTUz7Y2@$FiYy+iNfu(?)z`i7sKLyA28+^Nk5ks{By--lo; zuYXMM$*}&3ew%p85w>)r7{=klc#bW3gCmddl|1J@om@YOrwj4+2n=dz)G@H!!N(8g>kk_x_oC;LZIt`$XevcrXY93&ZyxsO6seK4TqE(yrpn9GX{P zq49LvK$i7hFHNf%MjF7Xd7gAjfrPIVVEzwwe2G;(A(A`JpYoN%titW!Gzgp9Yo8i# zSMl}^B%i|nPN!`ZoXtt#BiJNQI)7#J7hzP47v%hLcv+Sm4~OJ?7%;?W-RRPopEY3b z1I>0SE9d;n6}&kWhD(vGj`&u~e^0T0J80*0=nMKjV5FQ{e;yWB(KD-1Du}1bNe9yW z3+XMGcQ!Pa^PVsH(T`?pX1%+MU(R92N3FW4>aq|2l8bm3zum}wSs8Y*)w}Q?h|$Tv zT9`IJk?scEPPUK7^~@Q~AH=w1k*x-U6OED2v+H4#j2){XUy?kvSnn-8f1&XoER)mj zeOUHV^BhW+54B8woH3$6BaAo{-W%8?xtf!8<8t=uK!Pt|a-sHj>HmQ!d63`lL$jTh zv*?($<9YpxW6y2aeh+P)pyg*gCp*7a@%{$TyOD&cZCw-Av!PO%%-wMKXZqztV-*tZ z#I2tplN>%TL;6yPloVCEuy8V=oU8YrzB>_D(Vmy~nC2ia3X3TVJidfO9?-p20(=vS%`y<}B4MJYx-cI?^dS9J_ku z30nRFgYvXXWxQFUQm#>dplQwy{7AO(evZ(pJ)N^>w1pARGhTBjmW6aqxlK3Umuz)4 zX|Awx?I^g;`9G5G1YE1>`vZ95r&3W=GHW0WL=hSdWv*ndG-%L3r9y~Op%GDrM4}=U z5+#zM$WSTLK#?Ye6lF^C{6F9Of9`Ydec$t*z4lt)^<8V9_nf`go+~z97cr}3#6@sS zz36!|T{~Kx&bob$jiUQK_;EP=;{mvI0gumR`+T;% z$A)U`J{yZt>om1u9)->YqVr_q)$ua=QMCVDG+qXa)c<~!ZN+);P`((+%irnu2zem0 zsmmE3Po~R{xY3NCd*a1k`VZf;TiHYs8jyG--*u(?jih`|yQi_c6$_3KD<_D`x#VT` zQ}*XNR|ai{r%UC_DRgY=_b(cMX~g)=XHP<=JInGU@hN>CLX$0!80iY7HB@tVa|HH2 zfX#UlH;xw`z}sW!ncC}>oI8ewKkId-SC#1V3@KTgp6ZdQ;B_@$RhOsFf>MKmY}H=N z+VsEQ?=d8#dh#M{JeBr+@#G`i$ol)oVAxweI9hxjrR7k$>Tmd!WK*66rjG1-euh?_bU!PK?)FI=aeNaLQcd{_S*J1W{?zBwyq@PZ<$ap9 z{AGAI^<|%9SFV*R%V34YYgQ0GEC-AdBZakpO`BGvW+#hj82maLzGBnS`rkl z-j$&LV_4XNmxr+89%p_+m(Te)t60a%R#(vPQvRLGll$}ARF;GxM~KqYu=qpouhMjX z5xkQ3*7!;7qu+S(Li**pFn3N;Df>D3HZ{dA!|>;6|Cs3LB@%n$-i-w#RO-`Z#?EH4 zul8xK2UA0z&aIqkFL-t28Re_uIwZ$NrXu&)wuVBth1GMk*E z<-GlPb{p;=Zgk6jK&9zC3)hyiVgc=&>G4}W`5F#SVa{PZJ;t%lEWHaNbM$=!zn>?I zJkA6C*s+y_$^4LeYVYyEM59n2@td^_sT#AzCvS?FtM%NM^&_13CC|L$?{64hp4`J- zZD&`j)7Y^dI~$LLr2_M%Cnti-x@GK)!4fSm#(6J>hfpL>|<$EU9UsMP%W`> zfirT)KlerI!nHP*6~q6=xLh5xFVgpRqw7Pw@R}^$5gO(AFl*RXIeQJ;PjjrJQK+WK z%RH0Qjk%*SJkNOA(e`p#VHYdc!0lLh=u(8*Qj(_9i?L3vs6V{1*opsF<_;;d__;J^!sbX-9Xg!S0 z3*nR5L74$smralHc%Ewapuuz4k~-0+vMtXwv)kPYEC_d3i^4iu4q{byDoUl8&uMTa z{8HEYB$CI=c-a?Yf4a>#wvJ@WSdz2bZefx4mU9bX_e44295~z{KYYxy;lLf3KUw=; za%dq8o=fUedVZ4jxp#a5Uc5!8b@*^Hedfy&@6o6mW@m4Tmw5IR#~RXa0yM^n%v2+I zLq2$p4+~+{7CQdLGfTy1OAx)m*c0bW7M|uZ+wO ztL^>GqN@nb*WuYzXUdN62ROQfkIL&Q`;>PShuQZc^KDacKi4!*@?U0pX9ZDvqtSI_ zE_Z(RbKT#&Qe-_>kilxm3LlHkV<3BN!K*P?(ux+voR>W$lA|ASmutRAJx7dQK-N33 zenMVe3hQ;o?V-Gz6(+g+`!zgo5J4+&{|~sYk}tZ+S5NZ8jch**S~XbxIqV`666v=%tFcy@hq(lwFEk3Kx^^u%w!`+;vPhmf&(PO? zJW)m5zhs14=6J4aj}o=ntz;C050#nno#0VcKIoHF=FQ#5&02IJr6NCPhU2O1eMf{J z=KQSed<6HhUiJU$w{LZJW@S8LjL+JpzF2;t%zQQfW{>KtX__^ajd1K!p3L{zw;-2i z^H<219g!Q8{yQt|g-fsWM9N_go5X}Ajjr7Sqm_^2=?3z2CrxzdcF%I=-pr%(@UrmAvyIJxQy7*__pI zE%#M0~3fpht&ywuS46!^v+=kWpR-9@r zsl3x2JKD(9>zscSd6gkCh~%<(o_yY!=4EMjuZ;VlE4!@d*#_^E`1TN^!!-qYr-$~( zyB<%S{mEit9NRm`4sOTNw4fzA_K^AD=YDfr>CpJ@(jGpRL&ywl#hqu7~Z|`kekwr1?{#f4D1% zKV-`t*isX2nI}8J=gmpqgX^;(S4b1J)^#isJuxe-qUzP$%lm&v5rSLI

    &3%) ze*TjY9u`}h=#%sFbm0zmtzlQsTdpuByr&38^h0L>!cAxRs{n(n- zr4#+EVAp?8eE^dmaaC}Z-0=n7QuF6aanu-R2Z@-0EIyF_ec5sX_U$fU!;?^)&#v`w zSntRZa`W{3AKCU)7#u{)-aebIb@raC&DS-YvkcDL;W}T=Z%nWHvSpqf*3GP;hCw-#XVsnD-L+w5+-Opjf8Hgl~qANK&ZeFw?a_>(HAwbOev)I17(xWdL6CZL74ObJyP@X zZRniF(ie>e#k@ZXLw}dgy6ATy#47OTSe(swif8B=7A98@fW_}5ox^Wc`0RdqXZ`Y* zBt8MVF;M&+DzAH;^$%AWBaVgEXk5r_$lR6bPwE%2eHCI^g_W7!srYdsZ*0;})~wXj zb^&`f$ub@2letgX!=V+9XFUJJZ{qnU@~&q^FK68ipHwfGLts(`1X@bO-rt1FvjZO@s!{sn*RgHJ1bP3^`b=+?@o&%kdo zE!N>@58Rr`H%l<~cG}LR`!eygPL|4@?%Qd!h!0A${2nqh<}QWe2+Udui{g47jT7(j z(HStQz^^r7e6oC&ojmjOAPnh=m$|3*FR9rNqc8uy>8xrZqBm=Mh?0(8A1tS5PGnZf zd?TXk(sNS#Oxz;F&n4T_Zi64(`zb0&BE`WF@L1^+zPKX z*nG0TbLjfC44HMz&%)wWxv7ND*TZ%)&wLHThwC`xOfmN%xtS@xgO-1>FEjlbV%^&`K13|lq}dWWl!DDI zknIPV7JQd|%j?nO5B9*oaXWXRgBC)Y~|PFIQ{vxluip0KWs1_j&3i zr)9g;VZTq0xiVUZ3GczCvY0rRw7Gcrw*HoDpW1TS$!8>_kJDr38DC8Q z6ZD@Qe@>xEQ@WSK#~;WjA`X)E`iO;N9oYI1-N=3SNh3YA=sVs{=$QRkUE0wdd`nMfDKPZrwUC0XY z>q~m;MyDgS8wUM{acv*Zt#EGk>C7GfF~;zlecFQm-@^H3xV~0~m?2U#gTAIS?&AM- z(3&EOUK0}=3o?J^^)1D^HuCjhZ2gXh+ljZ%uhVl9pXbUZ-w(H7&thDB7*FS8ZFb5Xh9gx9#*5d;%J-a`AUGLT zS;hGtl&)jdyYT*$f6oy~XW~uvp`J&FLA;Q;8+&NgkzIN6`JB8shfdGRxQ*%30e-j9 zBUOgB$uBMVInP}0*Uxl%loZdy=>8RsT?y^8u;)(5%!fs49Ov3~H`{Z+vks)r!L-cZ z8cg#hY|4DkV)wRo09Q*pX_!6Rw`!567C%CA3T--( zKY-QGz$*7RyYb;uxSPrr`};oyD~s~WjZnE;pNBi6jcmA{o~eA(4cfi=^Co9!ZARUK zk#aV6P2lfu^|%EOKXm?NBU1_ezmBD4@%$Sa){!G}75K7NuhKE=_ihv?+hv7DGIQ$w zWbV&3bRI#|)iO;NS>zmOuXQAQreEy+ULOAsSM%KDkb;=ceB5(*pfqG!LZpy>7hvdL zdd&Y*$z5fHsK&1w^t}si-@vLTnfLMeMSA{%N2alUT6}D_* zdv>=ULz7xqwuQvQaOF7u$x5Db@?t+dwdMJbc(e=+p1{)=_~Th}>(f7bmSsnkFY#iu zmYJQ>37^V3FY^OV5qDdR3Ptg50tOWEZXGVvpw$tgA^YP!g-Q9wv6t`Gz~&*nWY$qX z$Y?`ivCG5}2xc|wZtueG1>oaG0A}t@MUDiKz=C=dH z&|Nq?6mDPOaC4b8Ph~S|T!%H^vZy`JPGI{I$J@)%73p=WEZD%9J5}cVn4R6>Rguqg zukIeWJmdW!x;zd0z4FLrEbYMJu{_g(UkBoH)@AO-!KrxHnZJjyzk@T{h=)p8vsn*s zz_-5$tpvYOEZHK4+Z4p~XMESF0OLmfuY%bSSY1V*>~Y(V_p`I-XxU*1y>efnI!0X$ z|Mz9Hd*J-M=%|hH*Yf&-u$;$-sVLLP@pkO438!m$vmg83cD0iG&)H$F0gj}O*;z2Z zhSj|>eh=-c;NupV@L?7=X5Y)~Yz2$*EUbl<^Rb{b4X68dk#A_XIJS@GRe17py^q45 zo{;$7XxW>_*?YMJd&|Hl)k;_Ry_>$PV3sTS1vuNEZ@we-I_%62vwyK|Ba7>a_8s!# ztD>-ks82PzterXz+rDDS6uh~M_IZMNH4C2;Gkf{!G+G=CmAS0gDLONwI5SQT*J>=b zOyiFZ;{POED+i^ld*6XoldvFrNM5M*i)`+Sv6)GA8ytJe4X9E`AH}qxen&xRA&j%5eC}(v#>q~s%034bA<+i{Q+ekK*?oz> z$tEX3raR5H()3fBXUDhHTFwsL>v3cw{4V9~=UtP1z#r{dP!zXUk(YUqfBGaEtUhD%BZPvwupCX!SO>#P7_Ck@ua%`{-j^_HQ%VO%<3QK^(9)=XL;_d zjw^_d_juz;nKA1H%fY)b-LiM%M+ zpC#fZ$*6ZZYcCF@5=`#&mte;{?3wLds-ykJrZXHVBqzN9)314C9?Z(|Zm#_g68S%g zn#1Aq9Ym9z`g@nFy3e3D7$a_HPjL(>#OBIapLiH=1^i0s1G%}AY`v>zQa17#11$7$aTGb-~+ zVP_@_?tsTXSlAAiKZAL5@tga(t?0W2Yf_i^7P0j(hNY6p3au*A{Q+#xnz*clThESK z(3}IgR`kw1fj+q001hK@bU(dRhQe43zM8$eWuZZE%l={YjR|$d;2<4O++X-wk;Bs2CW|o?x|&W&_1=tUaHEQ&_hjyjL3uFK}d*ILK~l`8Lqg82u{Q z3vsG4c75Tp91cgyN`vL)%f)INQgYoqQr}awN^PA~0lQrL=V+7) z8oBy;Le$;Dx7nAblgQua|1{R7)?U_y&Z5D1tZq-+&*^`s9NJlg9k2Bi49j!NPWt!& zjwk4)7M-eS+moHCu63*kO>L)Uy!Wm1rsDR!`2V47lby%^#m(3G;uA>bTIpTm)_hV1 z^KVI`U`4jq$LC7&S=L_P3b}S(z=(+)`QYSriHdFiNQxTI2hy!u{ zLHIr6)$yX`dE;8H9J97;B+CnXw?o#x(DBSAOa1vC`pN9UvcKyBDL$_CHaD*I^tNoYZHP+8u<4@M+PQ~j_w68&eJcyE4IwV;5+#x`^CN^3UW1j3w|}GQ@lF_XWHQGO=PuY*-U!p+0wQA`h;w^ zkZ%29oN6==iO%JsBQ>(KS}1jHv(B-vULTU5I`QU>`eg?9(Q@aIP1lS+jT<4^^hqty;gzmxo|g1zM#ZMxJ}E)Bm~H zmFh~D$hfD7!p2a@bG1C{II5sUQSnuXH^A~(y`6=v54m<6j3rOt{dqp!L&mSp zPc4;yXxIZoj&{bcH1Ex(U+{VhcI4htYV|*eS$Q5iPDC%oh*aD>SrqmaVWZ`iBlP|& z-)BGiCHSzvK3n2$QFzSLdpGCI=fy(MtcxeBj2kuS(G;U{zxi*iat|-_Ik#ZO_gdz= zdmmUFDc;V;_dTxvrir=iZkK(kGb3mM<~H!j+hkuV;y+_Wo`YuYX!eNz0h&$Z_PgNO zK#SvD31t`Zl{mVDzVEW)NRc_44-3JpnxEn{uZg4CJ2Lxm6d^zHR*zo!#+dzlb5B1j zOzV4{)f$U%;WnB*r$uJyU!vEia40n?2C(D+M+>w30&L6}aRp0PyIM&dlHLVlz#39s zl83KnQD+(Q4?HbK>)G1x)xJ1nuc3RYupLDHD?ZCcb;v|Gk$IL>DjWzcoCR=+wP~~RG5~f?Sp)E zwAeVpx!?13YOGv?eR(4CxGeIR*7aqX8RTZJ$HQVUGmma}&P|XU;hY-^#_%5;eVzxh zL;YyHewa^N@N+7(oloBR@cWrR>$yh!RLtbQ$4*E*Nct#t9OYGCdR--l9>c>wy28q8 z+I~>lVT8=?X{GeG2|tdK6?a1YNxEmJf%iz8C@wp}DRba!)1($=Y+%bd^e)D(k}^_l z7#u*>B-WP_0iVb-wehv82!8>yQrY8LzD(VdE495-H1C8+sy}X&$-Z_Zb>CiL>n7hR zc50tJsy{bUyo58$VOt7QKjh8SQ^+du>_aw^_Kop;FJy|zHA}TieVpu3cL|%8U`uKf z*T<05mMLG5fA)&E|Fo*B{bm_+C#^CEuPQAsA$zG2_%p4>vNIJ{6Gx5cpS!hR(x!rZ zpNiTUg+{`1I}hxndj}R}_19CFbHBWHFeaZb8pg8ZQu($NJx{hZjqsUA^pSYGLPi_s zYV}OHwjWlViwP5P^*LTV6|1ru?gw^%g-dyc+lS@fLb0NeKf2~A?i!in6S?*vW5GDc zXU)QLxOAlNgU(Ow&ZZEZ>sb)B<+;~tFO_2 zRmk_@pX+3ZhFTwwyKm^Tr7PXCFL%wBQksK7w!GbLO{X=Q-SG{w{|4 z8*s?#sE>H<6bLR7tLI}=)}j0>tIpB)Pokta3mZ5;d&=ZK+j?5hA@w{xpC|I_%0!oF z)0D5WrhJBXd3Mr-l-{Dfjkc{tRCY-}7(4zESE(qOYvkF+kz9>uHqaA()_C_7yi*S@ zj5xvTy|A5zueoo(!n;(3D@DS8(65SRpNZZ)WxHRFs4n(?*K!goR$|C){;bSc3ecl6Er_h`{U(-$7r{V*I#z;?F-lzrN@1+c~`vd@BK-l z=S<#tf!)Wj@e{n=&5Be-+KHW2Wwhm3vCb&AfoFc#su>PXW%1i|Np3A~@svGxK`2QqczQ>~d^uC0wll5~nG*j(njaZ(b?>)S=LZ5HSK)v+wCJ9H#vsw9f zn&a0x>vHJ)f~||>%opW?R4#bH>k8U`!xxQ2^du41A1d82rUOZ<_1}({FU6|v7=17O zvbN$%+Pvshp5XLxJbRa&0pIM7xPX15U8&U3>jnOwh_%D?l(ji|@|ZP!S3v4l$1c?0 zROeUG)5koS6@95#JOzUu@wzh0X6yX`{7XHJ;zpH==yW|v*Cu8SH@?JBxOctl9vU4LQWIxvv zAasiym35KXXEaqFhC}ZdzB&c&{Y6$6+2KBMJ=Skey8foew`JWftp1LlekURK=BHq0 zbHCr?Xx44dhg(-jXYbKP&>c=nD(+2$T@`q}#NO-xn^+npX6|)XX86_=9hcGM9C_kp zI-drW+4Q&rviI@PNf6qIO=B_pF4lZPgH)v}id74F`Uq0@EAaFh-1vzt;_#n9o8$D^6+%tL z{9eo|$~Oa@a|K`Z#j;vBd=VQ@<T?{?FCIv(A{ z;sfzw3jM#P!_zR!_w^z;l5e(EX`MQ{yNpGh>GO%0yH8}MrdBEt?iB^QOFxdxiIp%D3ycaI!8~mTL%{=iqhzI+LrRLa@ z73*8XW+mg^PUG4GGG_LX9U^PJk8e##7|rUXJTjNwg=sN^HD|FU^8;GKG}Yg7H)?@A znP*PFL8?6emxJsbt`1IiY?o22D{g(HeN!5oOQ&D;d5MhEgdMjz^CU4eO$2Sjh3ZDB zL-hZm{C_hfULn6WEoRFW#YE8E&i;tDyWzT%rk9hFZv$ieo=?|2w>Xat&-3Lto_>wb z-emECJpU7(XBAFq@5b>`D$!o%)9iH6iiGSfHo;F(c-%|c19XktqqY4+tK#&z4p%FS zi%B$^#;fZ^(qb9;Bpx}*|5VjI*sr_B zu8*P0y)5`-i`$ z8(T`zBfHGLz$ZUqYHDU5$)4|U_8pmFfxa$tO`pn&nX`~*@6Yk_Xxe^Fmu_DDA{H+9 zJtk`r=h5*$UiqGnj&-aAkKcncZ{gE4*?ESxHTCl>-HyT5?_|2g&c712|HH~ZVg5FK zFU9slo!8Zo1~6L1j_>`pakcq736=T1KCSNO^QEpIvcpnl*B*g8J4EA7y{?xD&ng%J zI*GzOjeE(v*R;-4-i6*(qW4cm+05Pe1{YexExWyUfz~E*bGLTaIp;d#Kt=Dbbd8@` z+F8e15eLWm9S-j)-j5JT9m(wgzuXV52)`BDHpP_8T*&^P6^#W$Xq9i0KkMNRIU&{g zvUavCDXnF`sgOvuu+2C<0CJCs?mRo_ht+LmpJ$!bTE?G1=aHoMgH%SXBb@y^f0gCs z>A3oeQ7B_pR&;D|ei<61M$u2a@VR*3k9Dtzis=w($NwkGucxqVJghgdB(?gdz~W94 z{$fey_kYc|*`cTe8&cO|ygrI()q&4)t+$eQ3-f1tUZ{eVUt`7~yg5qGeeml^{v0Sy zQx&kk&o=OJJE+bhZ!=~V#;wdFI1wVd*_Nl&TWPZo3M=?EGaP=9jT^FIGVF`NZj8w3 zCD+Z9B@Th-LGnu06?}{ z28yucM13ug4Qt>`F{pm1?N<4?CZ@E-wzqLPm6_+@_1QRBT&{f1`R5dzc@+-j{_YU^ z-9yVujC@=5^)7!s;YikkpGl`d^2#O9If6B3I98Q?eMre{wiz^jOFSNolOyG+f5m7g z7XHG!smPf-d)sJGif50<%wq6)7YqKup&#KtNW^UM>O=Nyq+cp3{VINMGGeyI$QCe| z<7csGnaPUl`DGMKuc7OAdTUS9zVP@@1{x<`@&u}s{`=9k2870tF;&|V;&>+3Ea1=V zozAXQpPsl{}I4n048(nb*If)#5`xOrx>FXPKAMgAka&2lg9LR=oaD2f3Az1z)?apKS zlSbq5{vX4x)WSVdTqmO~rQ>YYuExfyutuo@g-~d z{{P9%NbN7tejC}@_vmd*+X2_ZptYS>O3~>^x^=l#MX;G5(Q@`VSnId<@Ci3{-Fg`}ke$Lpuo0KPHr*|;61L@g|_6=EVKmM2u z@wM1fm;VQOwUG5)#nlR*rxxn%IK7cyzJSaHGRax;c2lTTghn4xda4L0E$)hA`!(=5 zmxoRj)4S-N-GsXM{{OfR-4&3)@PZ=lV_Rb$;~XRKlRmBtGVJj+3H|8Rd9ax^f+FNRF!##mo~%ZdYoHD z_6Jz=2n(0PV7tsdj|VfSCwt|+L3$I2PG{jtx#d=}?tpk|A=DFDc^;4&AWP-CRQWjx zy33qB)wNjzTAl5xWPjeujt95n>0PXD;rP4y$|(J*r)eitFB$8oUFPJq{Qxc?J&4%h26@=M6pndkNlFX!8T1rc4Fq{SHZI&Xa| z|2*y8!Fs)dt+_9D8jq#!(@ORvhdqV&S;essuP2f{TgJ;Ci#6DMj!(w2CC@@?vY@Em z{(;UUKXrI_gt)tc#eYEKPH3e5be=5q5R3oA+X=?ZrXuAD<7-24nwmU)NNg$FEMsR+ zS)d+N#*lTATw92}OSL{<%iT~PLDr*sPd$d?=ykiZ!na)I*QR*|s87PDw*1zLFFvO8 zcoyGlbjY}xYH?NZs<`%z$tz2KW=P!W$|!e!|Hg^L&cl3DPEU>ae;=1OI?EvqWtI>0m*+T@_~&B1&0+P?G~9tLx8V7W*jmmAl)K5L z__LBKkL5jDFMwH2wo3dYRTG|k?j z1D&5Lc?)=ar`)odjWyYH0GZbrWglYC2(fS+4jm4|qm3F_Kl}rBoJ)hBM0`)!q(00} z@t3L>w?HZ5-aD*HUDXXd|FQnFr)K8;Q-Dz9kb

    vX^&l300n?M^htatB zl@{?rdp0JUr;_?kx=s;+`(u38MAqfYR_tpg_uP&l)x}swwtK{9YoBbOQC3x4j**+> ziGBLs1f?Z387aT~1DWhL{S~GR!I)bhyg!EBE_%zz|5;Byh6ay_>>tF^*EHM5j+;fo zf1)FIq_eUv_wcgvXc_H}l(VML;~6?129K8FIoIIXz5Wb7%FLwHyBX%EFTM9C<4>rh z+Qg$coa%(t@bLwb$IFL@%TO0!Woq7hNVl;#k-Dq@BmF^n@f+y0l|h>E^;4obsF%fn z2ejKD<7Sr{Cv zyB())=N1uq0+05hU7i~LDC(YvSiTK^4#Pq+!8h1gF-(Rvz|&Ev~|SoD{(@(e%UNJeSDn3q2wGxw0I%0)lW{bQfpz^c?u=}e!AY@g|x zB3CYF^Hh1~-VEcJEIZh_pF6U^^+Z*<;&4&FN&fo9SW!t1+9^}MLfe%XpB39v0cNH@hZgbxBt2d`$D2&R+q;k+@q?EPjMV>tJ#V1geRe zSs2@$2K(T>UfWcKxrQ%O|0_>8PR6X7vRo@8RdxNW)o(K5Wtep{Z>^`%>o_+;Y;g8tkjve<|6ubFzLjA647n)P?9UQkCqnxrRy}~d$)LISoBiFd zr};SVJ7`-C12$>ZSNsk!%C(1Kby(~tMzg=yO8!5dzp~0=2G;)|dh#sieO|6c(>Hl| z6nh_qz+U~25p7?~Z2LrVuKa(Lf$QsQm7@pBI~R$Y5pp1v&dQOvrlY(rkDY=dTgxS>us=F>k{2Og)vy zk<^*~)8EaawhrBPd6%7fvm466&PpwYM_K=iKAN$zF=Su&`-JvyX_x0;Eg*Ort1^pa zB|Yzzm!E~`bt1I1Gn?bgr##qI-@ClZ)j{?wKU2(nC-M%_whq2M29G9m{7x??Vf($V zq)x=Zq3l0W{us)_)IZ#x&nA{_D#=P)3Mu9f4m z5B96BUA8#Cl>R2mM>~yA6=D9AzW-pw&3es~kNzY*uSM4PmVoL4$4-F7GO<&K&x7XA zj-15OzaW+sif^)Kb^$__oO2?pr$Op!cGkqhR9T3%1DvJYEtwoN4cUHIhtPAd|&!#ewQ55tCY_%gc(wUY(zHkNPjQ%6pHLyJrJ zy&Jv8VfjT+t7Po_U51~`uX!?>9S4skuMVy@(sm=e`}!HL*VBETdv`nd<|RzdcbWCr z*^8%sHu@h#(oTBJmDTfX?JMZqFRF*o=wg|u9=%?{(NAQY^F{7NK50+V0+J8Iz3js@ z2De9x)I24eqyMh#Tqec`isr15eV^3+@XHFk7yLg-)TL@;R=4b7(WAKj2DyXyur2A+ z^)v=AN6Oh3!|iE&$S$tm(f=z})uQk3VlMNeN04$qe-)F#|8>=nnJD%6dIHWi6w0-LA%$F}OmO7AfI(D@3lX=js#pEQsKL!{3^JZ@ueX{fB z%e<+>dLJ!PVJvI)FU0G@4nK-HKYJ0Z) zH4m>E(eh?2+UUNPFUL?2m$Bdm?We0&5>Csch{hjOw zVRr#PAH}=Z7sS__uAgR`0@d*bx< zSzA7s0nKA!e+Tc>foWAddRtt*?R{espLZlRH!5PqOiZaRC+;;WZWO6+%T(t;ZoI3Q z>|~K|cNg&dCG12?ZGKDBVxs;YXYqZGS7&QemcGoggP?UXZl#Lb zSUIUReW&qoc7YwibF2KV4e6Tl+j{3etnWg6)E?evK|gac$BXsGIN1PO2jj#{_X3(i z^gPzSEnb@GD|=jKrQO}I$o2Z6tlp%}i!jSflUaO`Rla@1$o@EUwQQ1a{B8I-d8|9G z*Pz!uSUd~QM)2tmG&x(VtT;KJUur|AJlir`xv(BmpFK5)@22&)@=NBs%;Tx-VUpUY zuZe)n9UiXD0Gj4XH**CtV{8Rm_IG@y=+AS>d3-qqf@ga5gMQlc`ZBqrF}`Frc?I!! ztiP%0_!k+Y**BOD=g3j>3bJu_lU>7?gCLT*Gf&DV`-zDeK0RJvzp(x%I-O7I$yhK# z^h}_|R?`0yrTy@^3~MqU>M;?O8YC0NaVo_uk~u0E6>i0>A}m~}-SzxAm49dQ#ItNq z9e`!HeU)5yka(!$tdn_pHRd&wW3vKux3*bJQ%r7MQE(-DF25Yg>i1!|%XMvA*Fu>e zc(=0)@#}buxsWZ7%5Np~Gf@B8%{6-l zEI7(EV{yGRQUcW;m?i+fL5S9tw?Me>lr0kob(um}&^O(r}-+ zc-UC@5HwoS`8>A2jNRk-ehiPy!pDK|UW>2$k=UQ~%m!r*C9OKLIke&c~`lxAbFy3>JUc z^Zr#@eI~BYrFS<79-#F+99*QuOX5CW$*S1%Wv5hY>WW=Y!uv+NneSZ_Ir?-=pQ*)g z^2+gKC7jzz$4&Yk<{E1){|CY&Ycz`UX(_BdgHBy| zBlWz`fKxLXJdNKKY50hDsXlWkO|utzYQ~%fsr_KSgLbKEaTIL2$Ou_y_LJDY%ownX zoECW8SDXzHu{G(N9XiVvTo>O+gNM9d4ddcQo$s-46I)tB_DMMYgsG_=QVn*OVt4Kk ztihrutJ^N<9KP(>tIsu3$&F*@8YSy#6){7v+vcn{%2m-S`t5V-ft``B3EXm(tNy2 z1*zuVb;5=5+U+7It8y!8mwVf}tDRYet3~Tqq?BXrpT^3}z`B)&kBGRL`0=xt+vu~b zH%}e(2K<_*qB~ukq$bTr+FydhxfgvPncXq@|M%*dNm}a4brEwH^HF^k7U92U@ExYl z%wbqZlUH2rXJ?%a_%PGa=DhPZ`A>?nhIH%=$AJ*Y71t6`xfDOLQ~MmYtjDE{7g_Uu zkgQYB`O8V|goUNNZlL8ca_L;TVJh1OLMVH5U96vc@6FyFEsV_v>1mZSYhlbq`dccO zPh|NUnEtg4QbbP;crX>XcZlEbj7e{c(mUWjkL(?ydm@fZkVUR@{CGae%D6U0@j`mp zpZ-}dSr2=wI+i`VhRTISF=n1#vYYKOY(B-YYh<6XnA1|^9;g5R!8Z5&zcpT#Vs||f zYruS?Gdnu}Lg?oj`xUZM-R65uxuA^c64^C z91Mr+`!vrU>ZwjSSswb?x!GCoZVc(d{?t<(!OHnGFC+h+B^O;S-q*6ZgdTIJwY@k! zoR43D(PMDPlm42rz+)o1I0|*B^X3fz?p(mhKPn3-0ttRva0xPjb#1-vsCu(0++<&RP9F7LB0WM&TH7Tn7k?ySM<${RP~MDAo{_RtjkJ3&9m z|K)fx--v#8?0wA2xA^QP)DH$XLj3|VT57vlH09~x8m|iTQz|rM{2rsl(~z2j8*N4X zML1cCcb>-l)MkEJ)*N3Dn>Ub~`x99sxm}+dc_g#BC$ec6Uu3n^AeQaLf%162MHIIc zM=izFMly3hq!_fD=rMc9HDh5LmR~~RVhI0_x4-7Y`(e9MbleQn`<;~?K`s~PgJH88 zPMM{>g7&9j_H_ATD~6RW_=cJLk{if+5m)z$$H~UC)Lobaji!9?G|y!P?)kX(la`Zs za5-;(EGA~*bPHC6J!coNWI8V9xyx;G#}6{bwLEjAe9~AnAERAK(Y{sYzE?ll$)pbL zpDgI(2(eI%|1+;C&&a+smd{S%SP-_oH$N;Z-G^bH@c7mGEFqhm&!P=_*z9Q5qqoDyIU;kh z9MYFh7xCf(mNz9g^}DL_;W8tA?oIEdTl|zOx^c9-gLV(Ol71fk%Xm9|9?sKQ>DCp} zRiKm=;`?Lw+4ylIn|e4uvo;P9rN_!C<3wm`31#lff%;m-pWm{yA-uXc-jbJ}r}IAV z?(=sT9fs+t6n##B;DI7Jt807dcaK(&Lgfs$WFO1S%icwc`wFt~Cu~ctvW1v^D6el| zV=9q+$D&PqGl;H_K{S=vPV@~XPdYP7e}f%wim{5k_`axKM*G|J|A_vlh@9h{vkNPB zLwP)T=fG+Li&HtL2HB6}=3XAI>+^0hMdoXz-eOjtRN<4WuzN6WXVt?by`RRaSB)sc zWc}v;XV?1i#;`M4xy;`U{IoPS2;En|W1( z^w0sX&d^Ik%-sp)+x={X&TBL}U5;u=&xiT7u9&F|)5T(ZhW78sGMNLNc`P$znN%sx zjM&;@VK3d@AbTI%yTjsBk&)WCx9RIhlAhqxb~u$8t<_+^R*&mQ>nHA0tE!BcT88(( zz;lb3uLF&P;LwgXnQ7HWzT7D$`^yBWcyS}EUSRPa{caYu_57rkOn><>D+#l1u7Rxf z4{kgx?k4+N6RYcC$T#f1yuddX$*}`)u_Ue@s=u>fw7(XqcsT&dnblZWtKZ=D1-#CH zW9qz=qGx8iq%M3}ceP%G{O5A)Tp0b%H{;k_T+DUn!yn|FCwTKkky%IoZ?mNnZghb~ zb~t;M+*E6;NsBY()v>hbsMmAJ%g%^rLpOD#*Wf_|vQjG`>)KN1<6&A3cH|)3%${9$ zLAx%??sq+sJ%E0P{ZJ!RYHVlk=c?l2bQ+~zV@Yze`{@Sl$HC`#F;ENEsdk%dw5)Ym z$?CR7%{(>9HNZ!-xsi4ipiq;)UWHl>GW*l(E@!;MOBJ!bB?)82XzB;f*JiNjdmi_y z$YmGPup;J^rcp!ozOL`g-^rb-oqU-2$El39pYwa;))W3_j#UM`{z-q^^x9Pv3S*pU`BwKC3?DDeq>GI`f{y$wWUy73KgFBe!FJfC=5>i*{X7Tm3UK4An zOk1$MymQd-8wg@)gqN6KDTH>zepG+qt#)W(J02R_Qig%#Jy8@i?nC?iE3Q^5qU1 zeT8M$$RHa;N>-V5H1aLSnaq=$<%|Q^bspcPqQf~*IuBlZ#cgWDrhdf<{5A^?sbZMg ziZ8XxgG^~O>$S{S28oEWKDN!DHP_VFO3MNVqq$v-vg6Im{3;xQ?WB^Pj2+H z$T-yovj+3;Xc^)JIpkD2Jp+LQ;r1V#?s9BCY*NWMb%k!ze<5ueXq);E{q>V8z^yFn zZ9E9`a(8pR&xVM)%-5Zdn`^~%_8ZO9$E@hc)778kmPfH_y6<8;V3=<*6Y%CIvR;5@ zFaHaP)=x=ERm=H4X(Ni>kmE9=a{?RA;FD6~J$vqDl~rLlKZFI-d8vm{sJSbKnWSar z&QQ940ilT^_edV!wN!Fd5j$@~Ky|y4Lti-IWuigpM zt6;j*c)wY!6v4bhppnQ}M5BDasKOVYV^c5JPsOqD#)6!ZCru||VL7=YcPJkcHP<+Q zH-B z-?QrvvMP{~J?ZY`qj`F1j;Cd5vJ`eN%WLmo!BF1mFWx>E3)}VE1=G$ESI_drJ$O=? zEw8wic^4K%{g%MEE*R7t&RH4vk@mkDql>Yuw*K3(wLjeNl(*LFqrLIt33wf#P3{mi zgu@`7zk|LR&7NiHDcWZ*#M;nLy~kT|@+96~f>}2i*FJ=ON&W5QwZ&MLe(U@Ea1rqy zRO0tk1>Gg{eChnPyz;z$<{DkvIp=acXQj|^q28Y~&W)9oEwPhv;;;{WH)E`r}cj6YCTSk3A_IGg@6}J6H_hjQn_$~JoT_+`}k=tyIMJ#`JW%)!cCC;NWLg3bAL{|9&GuNFZaWwRMcz) z_oIx*RU!N)4Nk}J$@0Ju5i^DlCdnSTN@zx}Bel$`+HL&QNnd|M_eByL$!0xxZ-|^$ z-H37kUUrvjv;Hf))UWV+zGxrf?CHKoX4lQ^2lNB%v#(({xNT;C3!i=u`+<5mSO1Sg zJl`c!hdNJH#$nRgbWJtmePW|I20VwcN3v!Uo5tXEXF9bc`9aw%GcuRM|5TsMq-|

    pS1X z?(=tuPcPT^o8 zT2Je)+SFvpHl8|~tjxm8+_=fuQca7kGUgILbM^ZH*_mTg319Y;$=c&t*4Jcy!&*po z6IaLbO)p+Pf=8~wh!WbQ()l$cmXr+-!j;PKx>r9Z${Jntbw0eFmA%Gdcq0tB&Tf@C8>}$Fd+ZIOo%g;v;?M;uxdaF&>12Ltf@glq3)P+hJtqzn)SIX(zu{~E7nRi^A zcltx}LB6^Yn^M`MET0eZ$u==n-SGi*naM}h>6VI@S>w5qXD%kSCC`l$S<~5kCB%Bm z06*&KB)zVoTO)q`3{I)(@@T;~jw*Qh1#43?{6GG0Zft7-gM0WOSt?p*7F1;thOj3y zrN{c@fAZTE7+k|OM?G5A$Gdg(d{i&(a3gyneZlux?|PH<6*H3|K4TQaG9YUFJ%{)Mc6wOJD;F?N8Tz9 z`@RtGPwGpot_!QvSd;k9EWzRYdb+EN?7i9>2204xE}wV!^bJ{Te;8)Bnr|?6f%jR{ zmD!FL8mC)`_Kc)iXZeOPV23R9Gs(>y&pn?ylm}t)>>s&#|;?S7gAGUnJP>p$;o=&aXkM$W@HUWFQ5KGk4wmZM(j*; z#@?HtnmUNZ&fe}9|?=GR|pW<)?-)wWvPB`3&iFNqD z3GN)>s`NN$jS(^J<&(eY-IAP=`ly0!cfc~0YIE=S1RTEE|8M!~S%~e#id5^&{E3Sl zO)a0?FKmOy>9e{BKgy97zK6ac#~tFlVJw_Z+n@O)W5?;Zb{!991@twd@j;fQn*Lrn z;2Bt~;H4WxY&ERR&L@Y#tUbGKAYmC<-{R14nr+3#O>oEzr|cX&Q#_~kLF$dAy8A0~ zVXiWcllQXAQC9aZXWub&yvH@jVXg*Rz~~JeSp(B%V)GIBe`8e0OoUhD)~E5kA4~71 z=Mm1WqnG;lc{i2}X7>?t&u3a>Hu`+T)~7UTWBQqK8DF3b1E`TES9`F-qRqew_rnTvh)n4zs3X0pIl&Az9aUwR6Ve(SM}WDzlq4Ue03np@>ISl&E|>V-)NF&65X-yGTuK70`Jpvt4z~CjAX^=iN=+B zJfFG3SzSLu?|t}lDL%dI+*BHFY25CI1F3YifIWpFFif;RNt440M%~QJeo}wQu&0Z& z($0JqOTLrA`_g+8Jpb1ISvEh3F`2LPAa=HKq#+wJhv1_EtiE(?uTLk?y&S79l`RU( ze>Y*(m9qUVahYANvJcXQ*!LB_b|7geoU-QmDcB4n=_Yn8Wcl?xdWIe|XLJ&aOJo1N ztZuA_JXgBd@7d1EJiV{Q@R3+tQ&0J>l{tP{Uoptv85p{RwzZs{{a~x><#qbKK%=tw zdafw0uiaE!J_TBL>aRPizNh~(4F8y3rA2X8fTr%xF46E9#5chFS1~z8FEd>++%1Pc z&UfF?vR{+|=1UQ|n`)Q4NO6_;Z3h zk~{jT2lX0uWS{wqNh%77O&F9q>rb+5ub6q%89(V`4^6i?GdshbCEMruVD7(U$EZ}< zTf?G7_>$}2JH){{HkQ_V?)_HchgMoO5G@Vl#_lv(=J+veFUNzoYWX27`q2I_HXO^l zTOG?2+8b$dHh;Citd26-M(_IgsRgB@Xm`8Z@em)CV8KDYCgtEszSSVR=oB`;4Y-V)ho$}Qi+yC3eQ08a^`w3dNA#E5wWEMj1|90iKH}EAZOkTjy z>*cPgtiB4{uV+;%7oLIJsWAF{0mJ8zlNtBDV7P-VKVfqATKj_)y!<3&@$v+NM1D0lTjgH-l;Wt^BoF%>7D}?1YmU_O-<3nY=hr zK7Ci4Jddlz$C(SWn8brIY$i*3i{3D=JL7c3R0aAVQ6d2ru z??dP?0jn3ns5l?=p=mePUB&m&C95Ql^y&MMYD3RYWw_|xhsJ}&;w0FY)8cS`oZ^hN za81R45t!XWn;YSN^LTx4ut7&R;5bl1N!gIcXhDrcUd$0@&=d8!LMO-Sx4?eqG_?Hd{I7nll9&3 zq&#HLfnL@H-0A;tI{(JA>&SQ)c2|gi59Nvn*!d!6%$84kVPs#P{9TUtN(PzCSI5(1 zF%D((~E@L;k?qQP+hOf_;C$Bo>LHudHQn+My8(ETaG+UYO37ah9!e# zo*4yMIYh}u;-7G=hgYh#vUq$wr z7}&);+l@;zS$P(@=i=iC(e;(HU!!wV)=s3!88q(9)^4)NtKvTU zn7oCzFXBdHS4E4&cIF9QD(;GVl`EjR(CV+3O7LBX8E^9EcJbDl-?Q`RG9LY#FOJ5t zr+N8OJr0n`YKx__#75Q!-iezp<5@AdWPR!g+!~H2o!DPA z=AOW|#`<3g!@~-4&u-Seh%?*hl)Z=h!00U3K)Gjs2$8g~?-$k-RXgk+Og+;{}ewfID z4s2QmzcsYEpEo{(kl)+*=4j_Eg#QeABj3T#W6400ii)7rU`U1bIpS@vSU4HKUx9FQ5t1i77x6%< zTU3QaR;(Y*UpG2y39ARlW>q0_1Ed>jRgSE`^jM#6hszquQ& z)fH#3Cp%hKf^+JNWmksOkE)@?0}#(u`q6qi0$N#LF^t1 zJl|z+#P^)@E7@)3o9<8?#Uq(zRobUnr#9BP*){oB=nwU?KV2H=mj zn=v-kl(SRrBt4{B`3$`4sqf^u^F>l;=x6=?kK`0%Z`N=grH@nTpJ>=Y<_nJ2XZ=ZV zNbTlAEV~ZEPsuWS$n6QsYxp+vefrVA6R&>*xr)x3M&=$U-7YRqbjCf#qH*y1!T%$1 ztP!p(r|~F$IMmt4LHK08|CC;N9^6IjWhP}-$d$#K++pp?(#`CzOZz9Gu@_q|!v0bu zPmx7Fz_wI~Xh!CdTICLRBldnIQu^W2Bk)_uzBAc9gGE^tIgf4@P8G9sRNr8cJ;8MgiqVk{Y^RJN6dT{8tWZd49Dp#>2KUW35wYT z?OfTT0_HRo%O~pNdH(s_k(Y2Fvj*?=e;|85h06P^{8PWR*!>T7b;G(@dN@!IyUBmZ zIP)&6$KvJ==>5j)LrML`8J)Fy0pFK6nkv1A@n&jpG{yDo>G2ZTKjX+_Z2TK;U9qt% zNx47&qL_OE5@*t37pw=vV1I~IVe{3jebSL8ddfWUj&jIlGU}Vq&T5Y}a6J!$vuE`e z@Ej>JvRb*6R<}939t-z}K?gQo3a7*T??}#-vO!ioW)IRyv>Xk)tnS_g&)<2i7m3A5 zua6sV@Z)P@@f6rRQD94dOudt@n$WSOSY1T(LfDtla~RyRmu+^bEzd96QFs6zKFHb{ z_*M?8S;uk}JF=7C4f0npJ!YNJ8k&A5XHC%i9{%V@!=5;nRmKm>r+2dJU@bedVFsp+ zGU{9fhl`BH<;bew`r=3WuQ%$ZvU*26_|o4mY9 z;9Hs33cH^AhKFv0-JdY(=qhdl++t1kaL*I|Jc&9Fu66M9Ubd7WHM_;Mr(d3o4Tsg; znDL0?S>YCcr7}fDI_`n}->f{5PB%ep8g0+RhSZih&bw5t>Wrzqy$bKfJ15olvX53% zR=@0=0b(L683yv-BhLMW<}X8U1pU6EMH9VshG%A&*1*+L*g3{XlB(;e5ci%Qd(rG= zwtR>YHH-+^fjL(#*(EVE`m;yFUcSk$KXvK10Rv8DZPqrwsK@LXnALI-^fhl4rtGd48=JJcCD9$}@%dtu{+i`*J7Liqbx_g`bgO{`PsL zf>C=9+=oHpUuS*jym!g|LyTMr)zr_+-iK9uwu6UW6tTI2If4aQC;ujlvztfUR<@ATc|IUE%EP3X-|( zUx@N+=vNZDhl#eL&g+B=y>Vd{Uk+khDW6VaOZKQ4PM1_EE6hu&20a@V86^+*t{EO5 zPK#8}eE@^AQ}BOqOBU=2rCR!*Aqt8>-*RoG*__x8*Iv&{>-R;6(c`2VqYe< z@8ZLzFfD?+dmxwE_qU0Pg{2wI?_M8GPToU zF zu;`4#_sb%O!DF3QztFY@yx(S3DoLjrX=_Y>3>N$JTa-rGz2!337v20{CbF{MMNz-& zW%|85dJx&qvvN2eUyi{&G2%0s?0No7b+`?Dl3CY}$*I-J?ZDznVlDfQ&BB?VjfvA( zQi9aS#cS3P)F`-`N-gF?$?ZzZR2V!Or{_R4_Z>1e{it2g-R!3X`|p=MZ!O3eYYP~B z0N?j4@Y6hezEsOj_?0=W_sF@ovhy>aR%Q88tjInZl|)Of+3sdl_M6;`VFw$h>xrZK z&dJk{)T-D`T0OnZqf=X%qeTI}xpEurYG(%?bQLj|iS08nK6hcWf8#VPN@do6Wz$OR z9>{ywV?jp5yLskijOzlm+_f8_m+YyQE2G6S$0o9~+j=jooy_yc>ZuyPcap90y)<*g zvV&_G$nBD6PLdHW^eWYhvs!#Dre3Z^c6#57W1nK#UhH^@=YK88V9WF~l~1qwKa%bQ zY^UmL19*dEC`F-Cl2R#BAw-CxL4_hyi3|-$Gg6XhAY^FxC!vW{lm?k96&ccCDnpSH z8JbDb_5JSmyIkJ)dC%Er@3roAueHx}&faVJIh>tF`9H&5N-}*lHVbZs$UYjEf#7IX z%^JeXwSCa>CwWe47<|HxyD;lfwj9mhp4b09r21AQIG>hTQ6CR$sQ2atPyL(H=y?A7 zqiah-H#zk#Vaqo}fKws2f#xM(lMEOS7~yJHJ!ro8R0Nv^$!4_Q%hSKq_Gg~?ArAjU z+s0bYadZ(`{s+}$T)i9~gP}Kt>{-pRg`Z_FX7*1lV5g7xL*Dim(oa=>&_axw3ES8; zyA!h?Q$|GCrYdTavgIOQF=e@;hvQOa`U(>RrQP*p8 zs2S&3^UW=K-{8|XY<)c+OJ1=tu$u;>_r$ph{G~h(&7Sv8B1bZntn#nBZzic}@QgN% zMX}4EekJX)uXDATv<}ZpTSR|->3I#ibR_drY&?V|E}&Pk7=GpNyvJ;$b=H9NFdtWiOm%(bt?62E{a-QY z5{SNH)MQ{!EsS*q5htqzf1}fEf1fY*4s~@mc6dpfn|L!`+?fs6L4F_X+PC#{p*BT~-iUQ_pOY*`^~}njl4_81y+wi++U>=+ zje0(U{ZeIXuK%@pdv^G~X6_3YlbbWuPR8O?VfNbP>|}Cfecy-f;!-0dSR7-9NWQ?v zMla-e2Uxwr63NEDTbpX6Tg<+xD0RB4ZqRlWZ>a*?0eq}I^s_=bcX!2&+X$2X!K$p& z*})I9!Z6P-Z=%BjXR=1~Y$JcdcZQKN&y4f7^-y@V5gCp&&R*B_^?R24j)O`2hU;>d zQ$!qH%!j5K`wYk=D$ixB{#sST<4;AjBJj+9=`sF}e5oQSCUHV8}xK8PhU>vWZDUmW%Zqk;>okM zjGSlCFHe{cr|(pD&&r;Ip;^H=U(@Ug631$DNOo$$ce#5>oSf&$MtLWhF2L&7SUQ#F ze{`qUhxa7g;(JhSjA8HNPH%|4VT8H-sE0W+xq4FJ{y%payjb?E(q6Ag^jK)lb&iR_e3ji{Hzls@_#g6%sYz7=~u z#;mct>L%@z5%E2|JgtrHF`FLJaxRnbcKDMzC`H`)5%sdx)kPWu!>CP3-Lp-Ku&CLzx2RImyq4WXSxJ8ZO_S9A@Q{sdw!so;|gZ8=JfoD zmo38a|6$KOT$o6Q!^M_INZVSxyvXSPFWS8nL%unX#BKoK; z5N|L`Qt29r6e@B0v#ZJXorvXi##`4oK;&m8&hDWKnbdEOd z;854mb4A{~U3>+LE0OsVy`)lmRzF_onorD!$Qr-dxcL(cm2zD%kuG}^v!ZM|e{0HG*&Ve~6xqRk zg(3Ng7;p!vpXU*O!{Q=+tl>AuvhlHWxJm3QL&kNiFb*njveFus$P9j^5l)8Ct@<25 z)}^$%9uxkh*9h|6NY2u%eYSC5XTkE&$f}Fac|&r!ya=Dv{YkC)QE<$9nZD-8wtVVZ z_Uj;)t|P@(5n}~QW*65!EpqqyByYF?3r@lEkFfYbRveD&`A(m8JH>hO<=Wne(G#HX zlozC8oIsj6Mm>Rz zk_Yr=eo`5>scwF@8MrCE7Qii)3A!2K92UQVj9q-|$oqvSMB)eVD|SgWwHw&1EKM3? z@u`kg(?>GZrpi_^_!WoPZ_u5J-v^LHq)}DV`t;Z zJ`ybwX%4`WJ6WQdxu7kJmw|jOvt3=ETZmP?=+ToEYUuf4ocRUA`|_=#B(6=$b0NA4 zkCO-M7J7a|Ew?X_yd2+JL;82 zPu0f8qUKV%btBu4m^)g}$qn-o_MJ@fyZBsc-F(T`%h+W(jZ+7vqR4!xqua-_B57YNYjJuat)fHLBkg&Mp*Z4F-ub)Ba zBLBA+aI%Zh?kCwi?CHSz194;`sqzf$NA{T}uH27}%Z%4XpILd9j4D|fwTK+qUzp5V zCu^1c*GuXA6)tt5!JW|F$g)?$z9@TkhG{V>k{YACDT?uvz_cCVRjW?xsb)i`G1pWcQTu= zWwS$^yFd&%Rl6G?lS-W%Xtc$M^;jw2jQ4|G>NxE!h?(V?O}5KB7|I>y`5_xm>ry??zg@`jM3Jp z$zJ-YsC^MO{0r-|=vamC+zZF#pUe)i>|)x?n$NMoQEvhv9B{QE~>Hv+r#Hc`o6@d&Sf< zF+UZmYUr~n`NxW1SBMA~`F#tY`Bv;te+OxC6rOJo;YW#f?~`V|_Q@Q&lWyH$zYyZd zD3z?q4V`Zf)$jF@XSB((@rN2-|<5sSy5j_NVOJz&$99^b5gQ(?1pI-I^D^}ZEtns#<$KTTb1PrT+Jgy@-;aeJ(fUv}Ylj(^^Qf%! zydTSd!?`wO+(V8+FlBUe6u;v+;_9l z|ApUlyqiUi)H+=1n!;@M0o}50x4u>n;8q#3y>H|x?3FM!;ywK*3&;k?4<KCG)B7-IkFlm8DXFBlk4dV&Uq7IF&q}P54hT{Z$Yp@51wwjgs}3 z$I|stJa58V4&x`UiYg0Xv;#v2nl~<{YqE^j#Hce|oA)NAU{Hz1xo`d)hq9M-22YuV zVVA)g7B%W!eJJquIX|f2xNwrSR!&%un|F0j_Gn)-zyrD?GO1%;6%=L^e(3vxYFq zcaN+>O5KM3{=Ke;Q6xA8_sfZ)>&2Q>XkIT8lr9+@)`3=@ELH&DIy--xau<45_oV z$r{Ge#{UcNk08aNdh3O!N8{Lu?EEfEKdt><_FRNzS?hEFTV~JNHO8IK8q19I0YCnL zUfFB*7PPC<_)gY8oo)7s@7?{&6Uyd%FEwFL_P;h{`t!8^6-4lBV4u}4chNYtC9@Yf zYh^yre{!qbq+P1LcO=_yB3<5SErw+YzOldFSMq>1{3Dr$f1-bHtp~I8^N#(cuhdn^ zp61W>ly3<6zWuk)E7`UrNoJA!YtcWMMpj})4>IodX}GLZ2-qb_Z(IlgLsxz*@%==ku zhM09Wsb=ws-mu7%>$gOlx*KQ*JZWx?9oEanq~cv4?2dg09P z_%qt)!yw*`-8y5;S)`omPPPW_cZ1v{*M1C-!yP#o(wB&p#m%01qH--sF7WN4pChkf z^_?u))4$@hx|8-Er&CEpkv>jw2%@VLlaG8G4skDxi`)yLRZMTVWYk$hlpV$U#r?S*IF z=%;$ube@p?RN2k@yIFDt7N@rJNxog4#m5hW)+8Lyj-Hit&)eTKdCV2?dO|N1+3`NT ze}bzgll2#L&ZPls++T`%Gz z6R|LPzVa?}3%!zM-~zTe6$;71cOIF}V%w~p$hU*np_vu0?a7#x53$&Xem@|J?8Ls8 z#P<(yrxUsVG)8IjVCtyOrq?PgEUVAnMxN^UiCCI$NIr-seHnM3j&5{6$w^Z}$CzZkLd7xxXKEeS5a9uD{LL|0HQsIWhS~wnOO& zwqAuvxd+>h>C@r49&*L>J;GH#Xt~W*$?13u{*N|t@`0zW@ZDlfs)AoGTCT?3-UWW0 z+~4!za2{_c%7XQ=VFtYq!qnu08Hs^U8*hQ@v%2IWh~|l5@sR4YPS3|-zV)ON@e25`EH(2jV9}0_*^4Wet;`W zXnHxmUZc&c{B#Dp+-kIsT+z$O|7iWM9^b{07OqL&g(gsc%w5B`ES-ACjqqj*DSqUW z2eR0KJmhHXPK+;4=41TJH{(Mfd87HHFVxoK_b8k@6#CDRpfGK7uQ$ZF^)X}sso#Rv zVOmVp?s<029^EGk?7G|)^=a7&Cu`x#efnq&`@Fke&J$Ym?SU{p2PXS?e>2wZ%=-%K z;c4FUk5>25{C7A_z_#5uopl}cv>(FLKA}}RcqJP`vYM@;!O_l7($_+gbmsL9wd|$s zNY+Y?qf78Jby4cF^juo!onhX$X6?_Nyykro?pot6hf4`_aq4#*z$b2TWTKg=BCpN* z@l*i**S||(l|8Q&_~{X_95Gx4k-NPfXOLnc-i~D1ZR~%ISe@rpA7I}QxHfYB8GqH`K}Faz_Y`Ysn@loIFupbB z?`L*dg#W2vn=FJ!;BvlOyr$o^FfDIpuEOuu^RdhEZjs2^#ORl4djhPsi!n!I<4I!7 zV%KID+v6~Kh3*6SPkR>Vp|51JyO%Am#Nq4*&Ti>cc%KB3=CDaz%YNrUtXIrzaIapk zCHqY6?=p`h8%Fljjdk>L<5tzSg5S5}+wr1deep8&65qv-+evX1YhBJ(SxI;V3nXuD zcBggJ&ve$>$wI5yBU!~#eXIwjrr!Hs#_oXsV`%=6u_hMC{kEQ7WbxFnO%=%xpt*>x z7V9m!be<3~vim*j2sb*@7yAz3kN-21r0RX*cB;?cjmv+L>0c7P!)Ce1Z^piB^gWj) zR^U{1`WJ^&FNmkAeX_wUHf|-XpIQ+6vo~?HsC_FP6Q_+ae9JGgx;I(y-e=R~qHasRC;h!Y z4@-`N9e$27yC0+N!h+~`p1HI%kE4%J_N64VKb2( z*RjxEe$^cR@-CpTs5OB6vYPH!xFs7vXE7sd2JgV$PyIdB zxm7UBs^clzZzAN5S`IeXgbJFWB)V_KaqO*6fjtO2508C`RYhUN6ie z?q`YV;#5yQGl1{@4*Sc+z@6l&Plx1T8BeCq_)xNgtz*4Tm~=F0?xNjEkjXdl)5vp+ zSe++GYvFeeEboW^dA#Wz{{13p-i2F#(YGXz*lGOtd2Oz?#r zvEg|*rDpAOK2?Qk8J5a7#phkSl?L5$Xof3Go5_1(QuflN*78iKULq14MWSY+Ql9xF zQ_w7apKPyp!ZG&?$tu_e7gG@?m8rLj4QCjoK7POBQ!*I!5a&u`SRKrM5C@wYcR4h(Un;ACisIT(jC~yUt3&M! z|62KRDb~O@mDjepPbx#UWe{5_T4l%cTl#5A#-n&daz_C}_!+DpH_l0>AcRZ`+4Z?i9*=(@SA_dha~5*hM+jBbHr$w>IQe>HihZ|9^)b$o99<@@gDxEm}MXr3Wyi zhAURW>{^m0FL6^A=nmU&XuOFBW|wSJ=lVh{tEubolkc?nK~zk(n%t!=a^yD_ISZOA zjCwo2Ie<6);Y@v2-a^9bwBHB&?6NK=?#yC|o-n-+8%r9w2u{4gW1B!NH32)~%cZW! z9?QIO%A3T?pz)WH_9uN$)@+N_d6SjdVU6f08ztp*T0N&ZZ@&&zD8Dp&&*-GD? zSh))ATk(Ny(EHl&+`)W{y~(eex>kA5nQRRWSu$C~+G5LcJSpn`c4MukK{-9IAjdS) z{zbD}ob6+rqQ-lWRQ3E-jNSjHc`r<^OzNy0&O6Z5rs&Scj?>==GOY6{Rn1c)=sK7b z=Igsi@+ZISUJ#!z);bwnDnh9w+>*&{F_w)m{vuXeDPHHhS8t=QhWSX|`Mnko(`HuZ3p)9V7QTN|+@DYIrNx!5{k#HH-f89HTIv=Mpo zt>qV2+@$5L{^dUV58PNv_T_$W=lwH{cnW)5N4E`7IeJp?gPG*S_IiynN?I- z6}g!Y)D}Uf;8F6Lu7SZ{ESkFMMKJ3S9@m>)w(Bhs<3>od)UF;08j|@MTJC_s!G3Ra zm)PDIS&dSjr8AReb-_ijdr5rh1OG9uDo*}U^eFD!r7V6ut2H$4N$`6Qqw~f$l_@R~ zbPB18jnZXnlTu&>UKKI5s!JDSRhPdPeLugPHg z1k1)p&&K|9XqqahJ0LNdWG|5=D^EX#{}K4Om36Y~Bb7+9{`R$kJB?C$+{WU~SmAlc zXOJdqE4$O^JlAB+-$U?eroX)JdR4EfxVlV)c$%K$jPNJB{KU^To9*(R`9ZBG`#lvq zl6l~78mw{cW{6he6X(G`J5>&$(Eu^6sJWx0$T6263?kR}cyJ%h8`JJC@!=owB3aKX zvB$wYrJoj;VEi6PWWDRxt{-NE`sRx%=DHo?@d<3whm>v2FW>5|q)54mFWrxGU9oK# zy+1Mb;ac2{1La&lj<0lcb~DL~!=j%Uo_(Cz8U351NBMaX%(F5r>q};0VJS@djRq&+ zd@Z<#+yCk3O>LgU(P}Wvo3RdbUyns+K=g7v`jmyPVUNDF`^{DB-6>8WS88!&-R4K6 zDg@tC>7KQp$(46A56|rTfw5}xh_`Skd8gZo6WKvsj2w^fippaA0nYp(e%2<_7QNKv zLvO;i5U=P+<|BE^)wCHQ@|D4cLTtQ{?;M1uZ$NvK$kUcRt7w;KcnvF0GX9b5ve#b? zXxs=-s<8iP%zHyGOU1mC@$+VO+Y9mR&8tthI^@l6_X_$u7E}Kf+3pq(SFua1Sk7My z;IaC29u6Hon(eA#KPa>$6RN}nuG6l zUDjVOhtOG2y$5gRu~G8>KP7TxzelPzraIei~1sobnTKC z`)Sv-A;H7+N-m*#q|RI5tU#RQnn7$Z8BV{F=nX$_gZEOgDD@kYaq@MzKSck*xSy4o zr7@@;`BTqnmpFI>%f2SUKJ8rIPRw#7yMvN3djkaXhVOXSWG(rz#=Re&{oUoCgOdYc z@+bVVzv5}$T8Y%D?$(}c3w`d-4tx2<{_Joq+_n_>%Z()MI zHf(35>|9Ik`TlHPoh*geD4F91X)ziCc`{m5``28z4%Joi$(vjU)~$FHqx{1MAq}kAK;li;78JS zg88p2dtBhk+PpLIrHuai7^MXi#*uv)M%2;jcr0y&RbSv}cA}gH{i6KnBYyWMJi3S& z{V}5nFFb^uyW>Lx-cypK4al*DFK#hPs!Y63!-Xt-nfUSqd#5_b+4P!9x;yYVyS{R7 zbsCoaiH(06>t7Z=jX#}*x2g0o&>dnbqjb>Aoh*GF-|Z((WX19Ae6bbmPxn91&!%AF znXtcu{l@FLG3Fkg*hV)$%?e%N+AYgVW4 z>m*;xo`*SGg6}_0=Qbor#kuS8t1XG9yZ$J54L|#rYID!h^J7=vLZXjol1yqD=Xz4~ zf?aX4rQ&ou?KZJtp4skC)70XrfY0|Cbw5Y*lrd|cW3}v#UghXl#{ClWek5^LMJIP# zR_ta!UtcrRSNL;~e#`OaetO7rzdQVXk+sezfA+$(7fr^C9IIhblO%`YXWo#F!G;aB}PW3$?@xKAXj0P|!HPPU=F>`)l;5AcYYBt035qiB6E z4`_`IN78;DdyL@sc`i|iMQ?!1WsXkeli3ZI`q5kHnCAmoOS(@Vvw3t&K3$Rizww4E z_{#bCxxxKVZBZ#TM*lx=R#B1gOtCfZitf~ZvUYsJ-n&Jlp?dp>MsMKDqoT+rmQ5AH zFmj{gS%>!nIo>qle6jLS*69M}h33huMt>4QC9pD?0orRdi-faq>tFh(u0ZP2w`Q$1 zaCt>seVZoDV9>}MmiojCG4_2nzExyQzVksiP)v(ET$epIpXvPy*65|D)Yh0yrwQir zH7)4I8{Wgg+W(BqBYB$K(^z=ris|F)m5{3Y#m6Ze)w*Z=gDa9F#ZldG-sVj-}mm`dQ+d(t7yKIQ?Do3DnB-vs7b076%si^d8SR3WGO6U^b3F1D&cc zsD?YY^0u*}Z0_ARkZuV%Q&%oe369jJ2tI$vHjjxf$Ms!y?OIrQeDsU?iXJ>vc_Dq%>c4~t!?(y z$K#U6GIcKRrC;t@USgxHCi)pdAM&R&3TC%G7@hoJMaY&F`pe+G5pSj#?O1mksjyND z{|fWQ>PAcciYYK!g2{L3HMyTAizlg>-N)#~A-D&xvNG*zk)kRuTEbTbdwO)Wp65* z@nlvgNt)ykJOWEr@v5wl`oyQ{W|G5kEB8^i@{ZJ}xDY?y7m4db^?Q6c4yVrL4U2ei z_E&wN-#*xXf$L`Qi#wsR7~4*TPjb)iz{_9Ab(y=4`Eco})t{`|m3}pOZB^*6gksi` zCl2)Cy|+Q+FbJGNwinoZ9sjuvtFi_*SqJYiLh{J}ZSKoDpX@d$%SJbgen;uM1sgWf zGTEO~>+?%6G|Iuep|XgQc_IACySUZH{!ZViz1kHgQo*ANK2H^mnqpC&CFW_vX<|WFK9s%T z_Zt0MI^2QhKbxPPrEhAzWffXhdZY$xDyJt;^Z6JtT71m`k1hY?JvQqCs^V(yh?uYzg_dN-%W77GyR9reitTGVzsJ#`WZxu0!^_c|>h84Pg0WNK+Lrv)ZAJ-tNPsK0a^dr?;?C)=<^-c{}E2Z}SVT7)qMo z;W$UT>@!%)-i!SG6vq5O;t_PI!1`tJzYc4z#pkv>tR_Amyg7P6{OyVNw|I7LB;cztG?|@%+Xe}mVOWLO3e5%bQtJTqZDT2KhL4P4${H{gzoGoF+r^%Mg z^r?eb+>!Ilg~ha~PJ-+mor~XPNd7raW}RW~l>Z`I^2e0Xb__4f_u{N)`i!ri@9Gu> zjKAEOb!5!*-J9|JN3-y^B<#bdGn;;nJ5Ta~k6EH6xlhr02aS^>{jGwC_z+w6*1iw< z&&Pn|D*K;NUJ*r-SNTeQ|EOLIW7@gmS_w!br@)J>(t)2B)8l!x@1U2iu>IbQ)*g24 z*nNZ;_cZKMuV^zHW>r9G?W@AL8&5h9RK{*l_f}29%na-BgM@$xgr(Ye}c`+ zt~!sLD@ojytleC_FwRjT#yGL= zE*4t`(XkrasNS#iX@(l+~}j zG5uOmcnS&b#)lB)QiIHa)#GC72S%f~R3se)gk}EA)SyCT8?{PCH zyv5gc(4!;^)Gt7_GMk^Ghdu1OS+s3rX8B6QU#_<5j$paY?An?3LHSzk z$CK(EG9=eo_Jm9!ZwU+-fT77fH`3pejG5qZ-fy90UGV{piNhwPmH3!k3Q-%p}ca~A#-POp-85LvHh zy_0#sWPMb0q^dF6iZ7M*JBOt6&C(mqPJj3vj-O4QfpkjN@gvx0p!r~d*z=Z%x6~c% zU1UAhxXC2Z)aXxOZgfA92FXnJu`7hv1pAxveKnG4jh9Q$GGE|M)Jq> z+K~Qj^f1qSetrQ<*Ba+J_StTpNX@Rix4egKj>oNmc)AM@Z(;9_VnV8KTxLGX9?RiS zeVL|jXn7vJzboM29~kgAzfUHfLNKcj*YemglKrzDsi%lLo@~eS*(&ZZ#%MhPgU`jL zSB+T7=RC8lrT-PKOAWI}jk#QJ7df{-OXu19G&)`YkCklrr-;{+eXHT?r95XZUre>N zM_Knp=PP6GbLQ$xj5dljHbE?_CyM&35X>54=$B9{C4P;^;b-{GX6G8?(LT&imXqWh z_`#<=e6cJGPQ|*sF=~zN1NlzYm5leD;~uhg^0^R;_cOv(5Gdx%73@C`hqKaghNH=a zb0UV!ruQnbY8u`CG28s4MJji0rSbPPzL$K-HJFUCwb&s0tv0)NYQvLmg6KN4Rc4aW zbePG)?_*H*&r~8qvcdeqy2Tx>M*F;n{juPC*eci7p>yg)cfj<&**xDp-eaeHcg=Ua zgUOgogC&e{F0Dt=c$9Hlvf}+T>jc~ELwJC{EX9w%MWPeT$jczGo;*k4-J_yhOY!w3 z(!4{XdoV8*+lsR5x$ZO0KrMHkQ!(@=8g_Q&{XFt;`sOb660P2*{T-rA-s}H`MGfG%l{cTNpABNiiKPA? zY1;C$WC81d>B-#PnOFY{httTKx}IOr=XWf)PK@bF+ci98I{bRFd-jHZ?)RPelBfBt z$Zf+}-T&9_uPcyO66Y{HlrUjg6GO>_b>(muP!BzgS9+7jSfs_FrMwR6hBP zXw#aNvcID?^wybC7il#ON?Tp=F>5yLCO4)gcfeg!Yh^MpPHW2Uy;cVb`a5Es|( zOy>(3Wr0|g8d%fV{l?ZqLG_mrtc`Lmy?-PE3z zsZ;Ty9*Y_O9kx$RqHp;?R{S4;^Ora~RL?h(^=7R4$+(xm^eIPEsd^oxQ#W{xUKit5 zawcR&@f>K4qs2Oi^}>xGdB~kwjwWAm7Refp^7N=iitl(`EB^Brg%phR^az3?D!uf^l`x9#x!jV+!d(dA`()eMXeI}33`jxBL z<36$OA-;K*V_(qtHoULR-#4>&cCnN&`(@`!a+;rR_PJU_EeZ2hBz;ATF8n`rb&}({ z304%vmQ?SVhD~`Y6)aOPC;Q^+vq&*0S2PEdHpX{QS?a2+_dN}!e97v)RSeoH;;t2w z8j)@{wmlA?)S;cs9u3_?=B;6AHcWP?->`ZGj0YMws|@qDXeK>R!uyRPdG4z&H5>im z$gMt&gTmDi{=;aQ=~wZBwm6pRz**mPF5Q>m@A+(dl}M4jeM5~`1A8~KehF;8L=UTI z_$3@ixTY@zyW(GV)NG~e<9P58ue<}(j&W~s50v`5@+Ew|+1ZWwatk&!a{fhllyJ}R z07f=>7LQK)`aqk8J~xK+ zJW^aJzRhRjMe>goMUjQPv)6ZA1!i}57B8YlCt@mIc*dzkmx>s-Fn!L`}V ze+OM#8TA}eH1+diJiL?7HllwszJEPS{lzPOV5K1>DTPB-VVbqY>sabF-kqH#WAr=L zobdyx7P%@_atHFa)D(RgGnYZ6F2rZhe+c28Wv2O~7Z&&64Sz!F z2xnID$G2Ty9M`hKsXm;OkF5^Wnv!xXDLPcFnbY`scSBgG28M~b5_BVSa$L_JLc^#>qhR7iHZOekM zvp_pNCqMbc+Bd|4tbVKK%xV5L7JpviTQAcr?^kA!y+7}s;=b=yw!MunFW^^S;XpHNNxq1c z5ItPHNEVYq&`O5->mZuUOWCJ;J#O~K^q%IT+t?~O%`1_141T5l3{IyjXlp ze!*lhdf(^=lk9l%{0);M^?DQ5Wc|rxtl6jKdOF;-1jWSwexQ%CcSb)3wt2So0Xb*V@JCWig;FgxpO2~iApWd~RRu2|AkF2hSB*T$T2|iCu39F? ze?1mj$FG8Wp4uk=;L8~MIk}P-I8WQpq1U^Pb@sUt8SAlCNn<3-{X+fBr|+>i-i$US zAp9+?v)4RT!++*k9m!G~bDOeWp2atWXx`mdpQq!AyB@OA0%h`^|0$NzU_i{YJ?|mOTz-zjdZ`2s#6td+teIbzTj@@8)MzV z4#_!tAub)xQXd=rcq1e)&cE~+qxWmr{yK==Mw7O_XO-u{Z;*Bk3uP6;SS=UOV4x`5 z7pjN5vrP4oS4D(bu3hMwjSwv6{30HmJR*nDYq^mU)A9~BSvvmKS8GR_&~F*;C-=f2 zmQ2pUYOo(`+}w>c=0ABZ_!Pdk(&NKsh{{;>s+qGIZSw5+Wu(!bHKNNExFfh+kCuv)bO%D=f-zMQ;e$k#ak_|7rgucX(8L<3S zk5{t(BcjB0KHo#WS!{VIYs`UM)+uHeTTAmv>MB;nm^`)kMASRlj62P-4y^tPOtTYd zAsudG`P&_>PKOoPS3_SDwO_-wC%X0(V;xA(d~;X=iw^v-oOrUtIJZFgJC+=1oQFuz z3AYcx-aj$#YE0iK9wggj1)5F9{?kRs$Hb(iqW5Zk_XS-}rPp?`tSsN}#Uj)7zK;#F zW~?NA5-%Tx)1&&>0@qW`1w%aUD_4By~i}V&vKXi{*k+=Tgx>W5=uHRF%I|8oH@|V|n`NKG|k-r}ya^=2xH><6N z_3vz$r)XcXe%6NO8&(%_?=K$sWdW0iX?vb|cPR}n!KcA2wGOuXv2<`C3r7}*!L{@nJW+Sf14hk#IB0Q z_}P(G{P=9`vcBdROsJ;MPQ2qha{pmAS*M>aX1U+7c#|3MCrr;fpj1(M3S;hZeRfP` z)%jGsI7B~L>DP@c<7k$+(N2#;MBy&_D<$^+#m8TS@NxX-ZOGrwR}Ny^WE#silzHru z=U%;8wXx{+9+XoR?^z?fXoO?6oX-MT-T5+Ye&H2=h~oW?ntRWdV$sQZAAonG3TEtY z;J;6NTt?S+uvmdbgZ2A1_KstT()#(3l}q!LW&eRe;lJQ|YZ`n@Ee2dzLWg{Jb zoE2K~%jC$+x5K*lIT|0wJKxYev6v={*?$@7>hgn8?){R_=L-y z+L)&Q|38FN(sJu1qsXG zY$@o?A?Zb!lnQJ`SZ6B@&lIV~ibM@)zmZJYk2jDmEor%oB*`>Z1!|*cbQzyXjrt>v z_K*0K90SW(DDT?l^1AOt$4+ADweD|^FPKa3z_nd`^?J6gMEWb(?lf|w*3}r6N|m*0 zM#}fzZ%J2)oXNkiQ%`x~n9Avg!mhRJM(~0+uqSIUlNoq7o;}MN-SyavM&q%onjW%S z?sosDvtFu;9stL?S*9YbCg5K7ORwTLsl9ow&-?T;!{4{k`(Gm^pYUc9tk!Gp8j`d1 zL;aU!@2env7mryX-hJ)tK_bp5IutADd7KvQjagW`tO~e{q)&*R$=UO$$XkO4*3nZf z_`N~D`Yd~=QF@W~XWHKHUMy8jR$|&dQD&GKs}U_`lK*CQewYTk`1Hpj|H`_v*~wo$&2!h1;yJ$da6v@9 z!|e0_d$4QiuMYcfgm5)S$Cx|r#p^9%T~!PyEo!!O&vhfO`Imi@LGTaWxEi)+aywitsB;O%=^A}d&*Bhk|sT>=~Kz_H?D{7~GjFTUihP$ya?7xxu@X3yOB zey?(6TjO+Q&t!9%%tCpZ{U;8tY;DK7!!H5_5T(XakgWcck{$l~ksq4LyrWI(m1~QxY#N&EDm*3UWQ`Th9 zWx4D5W%9nC1FsKo_(4{GlXvdG(yQ>hK8_7#yI*^hO~SDr;>jKGc?Vu6 z>+J&C<$3oeW8deUX)htOSjZ(sOU|Xfl@dVeP&A{bh(h0gDgVzXx3Y!@cLs zc~wNXRjilQJ5%8C8#%AQfb5BE?^tp;R>aiTAk=^bCx~R@A+U~Ali99*fp7fc+TSq# zUs~P9n%R+;+8rCPsIthpiahgiD*F^iL*YV4Um*8;ydycsCb3u6zm*gzm$5?PUvi}U z%eQAkrJwowOxJIOPiNz|&_^1VRlx!uhr*F{As~X$@f~8C5{)b8u6w>Fm(&=rdHb1_>+Ba$##1_yPWL$ zE=H-#r}ty;<7t%2>Mz4Mb*!Gjm^nu7%~nr~YG;byPT-dP)|+qJ@wo3oGewUvoh>MSZ!p7ky`yn zpK@$_7w+5wwXE5zYwV>wq?lgM!Lh?cyX$#F@{={8S?Y3hz|Jon-_CCmu?9k}CWa4S z6NdlbQ0n0A zqUCPAp9JfyZ=WifwV+v^D85O;_Z-X4-AeAdwi-P#zn4Cz`gEcw)U4pUXEHIR((ZZm ze}vy})Wc3Z&2!vV=IICUVmzkYJnEHO&`~iyx(F^^0-$>OFT`JMnNEowm~a9Bf<)<32F`M2xAyU#{c_ z)9`T~xhl|khzQZgndIO|O`J3M)2F0rENb+`xgNC1I@{Dy{hCIlFsvneZ0A8&@RK80 zxj&!V!*lv+cMmQ+R1hO~!1*#*eMpa`_?h}>eO!0B=<)v^y#yLJ8S!N?F?s0Ea$lI4 zd@|c-yY$JZK%6!lT zLg$D_Z;2|YXVD)vv&h(%ZLY+^XIwv#wMIj19!uq!?H@cdRq#F|ZF%VT=Z)|2wO9P? z%5tea^E!;O@@gow@5h`)c-_wNm7;hXzTX4B$tnLXo9qwiwY+Seh*$|iOL6~p_`Sj} zhmiCiUeyuWhw}bZG}UPHmCft3-%ztc_*QY$yE@pmvKwqCgu%0+}k}KQk{L}`N2!ZFAwowF)8&<^Buhm6#8LGY?f*Yxqs?z zob~W736X8^$UeD2(1kBBeJAbFPFGfS?ddGeEd!#5s) z(Kfo|KH*YVKSsY~;q6X}hakNR`?B}{IOBfFUh$$mc(|HQS<^AdJx*1YD~z2rVf3`# z@74DhtbW}+=pFp63N)6JV+_3)&}pGhEA^DOQrSaYfyFvwOj~|c$`w0!*Mnp~j2wH7 z`5wQTi#ay3U;3>D`#Iuw?y?>? z2fZ(bwZp2*$Wn|CAL__>at-2F-;rP@-9ImwC$k!5x|w+(eUn%FLS8bA^w*2x$<&y) zHa*C2BwSLdDEFvS;MEUnHu-&u*3I~1Cpui=XVz_=1MOixZN-w6^j=ZG?j6Q`lr@J# z=nS}RhwenU7J^09`uF9lXXWV~8mM3sLdqJ{xw=+C1;(w_syr1i{ZuecR zyqImXU+*m*a1tNw==$;alWLg_NpY*$H&yW}kostxXuyjqV*5(ITSVLAc+9hGcNsg} z2eV)Bco*G2)po2I>q5O|2SchkMUsYknIIyD(R*3D1v{jI>P@VeyrwgGS>DtqGe8Nr zK2MH$dQHWzuEt1Kw|hmC&wb-bjhVKvK8kfu#i0jie-VjG;BZlK^)Y_kh96IGms68P z^9JU4qYi=CV)5Znf3JrAG5n+>TvG`!nE;bfE%kO*^PO^9@1@yc+GOwEy)0Xvh0bI5 zGeqqZUDpm;t4MMclxpJ1ow!(m%>6{d#LYH(JCO$EMZjb)ewNP7@$52@tQMOe49#nJ z;sQP7ozGx$We0Pr*A(S>StE0~HkZLOdx?`RBDKes>*IMCzQ%@&eeS~F{ws(lXX9jY zCA`Ysc|&#=#-@I1Wgb&ZM5)VadEVQ^Uw5$lUF`5W{5~Vg&F;u5V$5>A73Cij*?cAG zex_4qf6YDXE40u4%xfT( zZ=>@$}K4dopd8}m(;`xEw0iBb#v%e~wS*jk$Jp9G^}JJB#PwNZZ$z(JG#(4x4p3VJkukVCADf?tZw;RF7;79LcJzSVEL_;@ zE;L!7l4tN(qvxGcb~WXh=|9d+#JLAV(=W;1k(`OaCqpam7NYxC&Q`;+-+60`0>8>m zmDzZ7D?IArLh4v0-}8-PZmL%wPN%#ToWw%!=hj?ds!MMv|tB;T1X7BP}XC+jMT zLL+&AmKimbNN&OB-1j|%{g=Wxxt~VUaezL*Ak|V5XD!EX(7Bl%>cen5`*-!Jwn$Qr zX5GZK(q!vQv!Y^tU%Y!(Uvo%v73LQ8DRp0;_g&-{7#A^LUSMX*ew$?VDeve#IMhpI z{0i?M#IRA2$cl;N%Q{5l>_Dc}!z+#vztihkUfP(SPGFZ&_&ZUH9&k&|tvzD!WO3{| z^XYJmy@9{9bX6i-U-BpaPcppaZSd#V|A0~NA>(lV(@8W)74>bR*N$E`@*J$WE*rZ+5Qc zjw*Xyd+_h;Tr-P&$vJU`PkZTqJ74-;l&#|TQ)a*6#!se|RdnCNN(bWV=e)fOY4(w{ zBt)`W|EzUcc()dBx*GXH=LZ|NxBnZoZ^gS`HQH+P^Z|6J52>@DQJN+1 zf#6h@N*2cVF*KDMvJ2=$)<~U_m;B!cndxji2q*gBZ!N6rPv_?D!n^Uc@A<|*Y<+{6 zG>N@tka~K-?`15xi$s^wx1V0u^6zW)kf*bGcY7Qgyo@y;yP_G6KgX8YV>ya+sT7{I z3f(X#IX`zemnY#pjF^g`$ysbzZN0P*vn$g(*?(Uo`!u~}<@YdL=|I}7ukEY9)mjY` z_dn$&zvI-+0v>fs7=+|hpThbP~{Jeh(D=;8yya!GF%+r*Gm>G662s z$CiTmwhT@ksE3zmcAaRNI<8q)_6ljoV8kBLqp)+SJn<3fdz1TfNaQ=#xomQX5s%aU zLl*5LhHi5wxqvlxk~vT1=lR)DkJn-SE`KFU`;~q!<|nED^a1?Kvg=iBwHXukxaJO{ zA4`kg?(|c%sMyX@yE_xsL!b)z$Er~28L@%dJ`0evDyUI8IC1iX;--* zmNkL(>CT-<@+$P$NxLchFqSMt=iFUht^G#qtwFD>VB1#UpQYLJ3Q~74YwVzXKfNbQ z{96574Z+W0Fjge&j(11#m*m~PPPFE!o52$y7mjy&Wx`n-jG^`W(v zgjeeO8NctvjmG$w`kbffA-R?hgy!pdZbr7$Kplbmr<3+BUa`ixQkZxWd6tR#hw_m; zBj~~lYLYVXGS3XJ@OwBrpXiEL@$Ga`EAML8^10->8wa}v1+&L&nmmsi2e8F*HhP{% zeu8~tS+NLgjxAv3So;0uim<0TOFst5S?qc`4cm!2>-k#plV$DBSK{w;csJVdLiGBk z;7+KF-d@w!BD2|2axK*UAX1OVhCi^iJIwNaH>+DNWtqvwTH#o#Zj2FE|39Z>FIQcH zb$g7kN<`Xdlw{l*K)S4eTA=@|u*rAA&+&U0kIj0e_M(q%KAQQpFp;8tUJ!9vbY@G&qS?XBnk6E+47C(_ERSS=o`FD&vhvbP=9z!j?{sHx@%$vR&Q? z^{318Bb&|9*j$u@q}XJ$@}9Q*gsFyPsHb;bi9jSBp=64p7IZm z-zR!MOT$!z9_N}WY(0fUl}P*pi(N?9?bwx6i=F+|$ZwwJbbp*^n9)rrx%S~8c&l+Y84jVNT%u} z9E%-=U|d^dX+)|YjDDY^S?#%pge5WUEi7Jy8w>g7ckKJE+5Sm=RT4#0iM%?G?ZYqs zCSjs@c8AT;%bn2L?pxFwSoQ~*21EQfT3(^QCXmjm)VuiDd2rlctQ?}vG)!+UA~iJo z&Sb;vV>=Mq^&ForBK~LWLbx%_jI)c~#?k*z_poO}>1=vl;MfNu{Q;s$zW+Z=-|R%G z%^s-}yUvU-k$%}}RF`+vH})OypKiR~?2&p@$y@W9zn6#+BY9>Gz2v)FLsqGZBdJ{V zH?|dazfztLJgnaTiGJUrEOoF}<77kD%*o zM)^%|tFYoStWCwRK_oww%^JBYm;|R=;CHP^mz?dV>ahVFj%1w|={*O|OW@d%^arrx z#Xje4$shQ5I$IQXO?HiKAi*j4{{yuC)~bXVFe|}Y7-6tpw?OnV-(d4pI8_)Qz?Ia6 zJ{rQ;;%jEd>;-8E$=p$P7H?K+oAr+;YPpq8^F*KIYbftuH~KfB|7zD(6x-X7DAf;k z)2lZ&=k4FsG~FK)k7l1##A}0RP0Sd1s+Zk^sm^_mxgx8@_h=tKcmn(8;O5O@+$IR* zN$dee-vEs~ew`-h9QBlR)U7#&>u7o4-Rzb@-{Wu5y9qT5rj zOMEy~+w8sihxP}H9Z$0IpT?T#=NuZJs?9IH>E1)b6Jax1Ul;S=L9Y0PpZ>v9ej)E2 zJhB@cUe*6uv|4YJ?qth7(wSo17FVRnceH-(1+}rJRc3&A^Ab`ZFUEFD$zX| z!fs=S>W*)K)U)K<%SZQz@lvQB<*q03`V*Q>;(Nd1_;q?&X|6axyHY$Nb8SC=mm%A9 z5>BMSVk0Lj_Vc9JpX7VkYcc(j^SK{X8^G%{HHgP z_Bq?WL$dw#{FNv=frnNU6)KB2?>YMz3{y9!zo@VZUpwh(DJ~|n@=`eFTly$+p9zl> z9X%Avd5(A<)=d*N&)_S`AburA*EIWdHO@;k&TghnIWf{_*5|Z>`Tt;$cU|9*cOk7SyVL#x_St)# zXPtBT?QHU8Px@HVGIfp@K`|NL`jK_5es1HlAM5D_|5ADDSoSPWle}|2+PsmKcMD;a zigcL~PQ|t@yr(}u?XK;sK23z$cOp<~@;qZMT8#-!v2KM=`Tmr6@sgO5eYL01`4R0` z`1@EWJx0gF3cj=M7D28ySEX{=2|kTB!);*i)IGXhZ&@`og9QD_n^m)=X#G9ZSBo}J zvQNH|zF@SE(NJ^~d98?n(X<1B>bBPue7lQ{G(Pi;Yd_@P%tqb#@iz z#pPO;|mA!s=j#o7mnpy+#39T1S7^nt_y3Wa!Ltj^Ip0SUGr8a`(6g) z=@xo@?PqNozYnKRd3AH%nfL4Y7LrOtH_~wcgu7y7YHTJK^mq80Y8XGT(Oa%a78%U`PTIXbelUe6&|ZZ)=}{4K(gX2 zl}hc!X*^l4c_yEI*X!Kx=855P;>3-5Tt=}5 zh|4pQ8Rm|x%+9yQOA0*rV!e(bbys-y;~k@Uc?~gejnB!ovxg?1(qlYp#@|X|PFB92 zTHxE+TRj_Ni(~c8ERej9$wat}gl+V&0{gGxtM$oMhlNM`{Wl&Z6V@D2G^_3Vk}c2f zvL>Jo5BkX!t&H~{yG_QYmNY5F8YPVXDn<;!=~PsxWVUE4j$8=cWCs6Qq%Vm(8yr6h zb_+1M1C4KoYcfaW&L&x!XG1cTtFzYW98sk^U&#*ULNG{1r9$H9T{x22{~&!g)MMiF zK=Z*Oo_#;drM^#5=&tqq7p=-UJA?Hqic?*nlgdzqM6tEBO18@DNi@;%|9I=Su&qgx ze80#u+|s1mCz`w=g5_Px_2j#SmK~vXBMrV}!FzZ>cFp!Q`Z#Qy4VyobjhdH9kVPaBER@xtKd4^qtPGiN_ z)7T|-A^sE-pD|vZg*=0$)%es>7JCPCE4%6la#p27zMH>+m8tEPir3k#^Dho(kN;3e z-%j&n2hWz!NB?-|hj(zpY}gVZN|fhNWAdx{n#dDUB@(b?p`(C6MFe)i=iqx&(id)0_@ zY0!gb{LK3ci*=J=n0;+|t6$%!WAt4LYSY>7SUsjHY)5~;$R2y>d5kN|KzW2S)g3(% zqUA{O7Cnm6`5#y3P2tz6h7Z)y*Nd=y8%qzRb5<^P6~#8uJFD9Z z^YdE%?RCX9M!1UX)mY{>cVJhr?|uH>CEn%@__ri`4SLBo(2cx@@X$^CA-VlW>T9EO zd&PuVtlbjNchh$VuPR2mtOo3WAqR>Z)BSt`n`+`zP5eEZn|@g3OyGo7bn zNDJ-j@bTx&x7$RiSz4}u_{%W;ixy=`xLb_*(F}Ehu_v-BV9P5VZsT*1c`nmsH44Ffqwt*+7iez(tH+IE+{z^ro?Hw|D#=9XP2?CU3Yd`G^0+f%l=Aw*q(LbZr{1qHSNeoWu*x z<2479q!e2xqsoCI^5ZO8(WlcL=>o%AblL9j)bp#Zb@oHgW5=HQ8==2s=FPhMbNycf+_`JR!Q4XsFV56h3o)l+Er4r_f% z#^%sSHMd9LQ%rQr)AhVljQ_6TOXp$ncs)&WB)K9^gvx1rJZp{n)8TQ*9|G;q#okLu zG#fHwNIR2#7GTOtkV|!?8vedPyxxUDx4LUxiE-D#_9hr)mFr(3)bZF|SBpx{G&25^ zWNt{W+c07%whtidyL7mTkDMUB9nABGi%zLkRR_jp_0o?fBVhNEC^19-|B?4Vnm6T7 zHx^t`gPq^&|q${YP7^G)s#HqiYkELlRfWVSwmCc{~84nIE9kr(xPHs5-S z54Uwi3lXB6SobW6TfnRxR<$Gh61Gl->ILj^19mnPM^DjPYMW;@*+0&I%g>XiES4R? zN6&C(Jey2{ch&>efp28UyV`uOSWCOn1%CHG(k9b%)|@@A-`r!*cehc5wyB!D2|Ii9 z!0+i+#FUPA&DfCp^_m< z145;V{8W;Vp#g>FLM4(EG9^k$5h@jhNJR>1kf|aG&Cmbyz5nMv_ult?&pvyv^_Nnwb#Ed(HvE+56QQ-AagV24o@{?&Zfe~DjTvHmIuwZf4q*jGv4$>Z}ryJj!@J}jM&r`faFoph_U$$HMp{O~ijTEKqE zaFy>8-D%T^<|kt1_cXmio5ncRpG z5*-Kf!b^O4(Ih3h(vj=^(P)A%gAkhHaS|3mn?T(oqbxf=-!_7 z2jNdZCvLs&MK=EeN2 zjtdi=o#({mVS1;?Q-Lf4ot64&7eXMbzWzVIZymB`rCPq7RKllcjP*f5BzTTaUpw+H zYyF5HS!tF0decPW(d5ZL3&8?_NHqf_bw@l zvcRPn-B|ytAzU8QvqE8*cJILVYopF3dj+37#XgC4$pO8M2W3xJ@_+SqUTT~)5phb< zqCKYl!~-^xFe~bM`ORM67g@eDD__dy2f}I%Jz7DnDlI06Td69w2M<%}<`2jn2m1l+ zJkR*awK4@0_p!*mtWX<{d)R4&UQ@$7yFV_{YbsP-hiS$5M=N8^!05MVT%U#~;b(7J zEb{52@JUA68SME5kKf5E|6ku^Cbk|#zgI+`=8!*@EmIfdj)M4{b$TKG~*vV5|h^CF5{ef6H$xQwRo|kgQqvA+kmW##y z_5O9UbaKSM=k*cJN}k?U^uLcT>*@Blb4z1#vOFjEWI2A6d#ZnucsHM|O46+b)~Z+_ zNf8?DV(rEScs>gAmfAjHMoV7EOT~#)_^u(Ydu5mtT?5u7$T3sI(xE|VvwS8G-KaAT6rKiM*>8z5B zA8pz4SKd*NpVf2T|6sg_b^1f#VE$8;tjDl))`MidO`f)1Bj&91J);W=#_RPnN3u3) zj!1O`gwEur!MqQw_RwX$_;NX|da~-LEOU`~UKd6~$#p$%o<^p4;V!?!FyT6XujFk{ z@x^>2IhA#jEupZO@;x4u!Rw#-Pgmnlga16<_zlUQ#oQOQ3O8QIgsgP?3NjrEVnz!y z#SnI^#3z!S;zUvFK_e9et0^`=)1{~eQ9-hd9wI)aDH-@_l4AM97(>RRBg+h<~HoU%xGUi z^&Y&Kj)V8Xr=NcRhRkJj|3u6vtIxY>^_G!lkTB0gb4TePsCP3Tr}|4tT2=KwxucV> zsfQT2QruW#%+v;a-t3>W zc}p4nB*-tt#C~G-xAe~s5Moq zJM~#rY?|nG4-w}9t+1O&Ock-W?3%(QF&bJnkEj8TNI?|s` z>zwzc|EpOvx#^N=c_@42d)s&7#8(BLQ<&}BuuIlv^x}8r3#^$K@CNp0eb*(fj7~C3 z@5iD;>GCb^j~3hdl6@O5X#|HO>DpC~i36M1Y@Ly}@cCxO?aAV~GASb_Bzt%xk+%+1 zbLT2`BDUi6aRpa;`D~EizJ5M~Y*y}9W66zL{0f0r`Pb`k_zkbdKzhD*qcE*@0lJIy z)s!r4;F{GB>kC-$3Auad^>(~CmK@oydmyfClBZf1lOWH64&*N-V7Hc@r_udhl6J=D2E2I^i+<@Up%S#RKCeG{>lkCD zKFVRu!EE&v8M1ET9=z%4vkox6f);tgGm6BiACz_LQ$?C(qH%IGRe}B8aNNsBKGpUf zT8;I;Iv(VCc5%$>OOg}VU@G4IDt@l?{wp3d8z#G0qbRFBNcWadPA0vzP@cFDtNcS3S3+SymwA$^UfmV!EFaVqOpOJSxsT3XSA> z9{{b?7nm&^!Uv=#aOyJOh3is zi$&Wf%{2`~p45omY_y~CsgDRVgr-li+zOKPf#FK*KHYr36H0gDM=fJ!Csp<*UI^2D zB2O|l~ih=p-*3i(O$1VV#(RYZiqKUSmH<{WMAFU^uE~m>s)beVe72mEQE!ZiCJ%n zRJlWw?BBQ0Dw*5clk0SmEYCGZL#RK-baHMPoUEqzPI}4;jm_rGTQRFQBsRe2KK*6~ zW_E4l3Me_Fvb*^bnq0to$pAFTciXoMMoNwL&$akaRGAK=ayUMZ9o9RV`!sC|uGeqn z(`(prCuy=ytAg2}G8^{<;1wa8V4r(Q*~&v?d#aGZ$ohw|4gepj$)JHMN;yPT`S?CAL)OH9G+$7%N? zjLK@!libB={T56{vT$zRGNvoUdDap6cSG=(mJT zX0YHP{A_={cYwe=xq(;c@4ZuoC;fqJ8%27lU{*wEsh! zjrzNYuOt$d#O6-gOtD1g5(X*{hR$eU~XY8OR`iM{2Kt_RH{$C)FR%GgxE&0uMZE-PKuRq+T-lg zwc5g?mXWX*se54E8knE!bt-~xApbioKNprGjC7-xdAj)@w&rPkYYgqcuIG^~6`rSH zLNiezPtjtfn|=195p)0LNwFe3mHvTc?vKAgw$kL@QE+Z*oaQ;lUN*>8X;sqZN#U=o zGM~h+VBAv}GTrY_SaKvua}`)rt4h$==vtw@nKiXTFNeWdB53jrzKrc}@`vHUt{Srikypl`Wb6}?W`Ik%6E$9j=u?u>&)SQiTi6|xIqtBk>+dBq8c9>$d=h( zbd2{;V1FYzwPf)%1y>=hU0&BZ(vCt%lT~3PUee$jA%vs_@a~A0- zKGej*&g7azzW(@Jnr-J6TxIPiX1zw^d*Qx9fAcWvTgX<%z8P?R6PuH{?m2dQv4Cq= zu*I>)8ldmo1G=6Kza(!-vF;6aKLnTaJ*2SSvO@U+{MrQ9s+fHj_AN7Wl*5s)pmZkQ zbz{jAka!jEOR&Q^tka_4%HsyGQ*EP1Wh#r!XU z33J4bIV|xgy}uP>l3lJRDPP8~tj9S|t8H-ml?{qv-D7k*~7%mvyF^|uyD9w+T` z=UTRa0zS7y)Wezb07zS@e*$9H8XIx{H(!BXbc1SLZ&-65w%()s}L$>#5y3><|@6D_a zvq^K()NnkRod2Y0or3S9hp^^JG`n6Dc?9m!<^Vs3lRsC%smtz%(K^g_o+>eccEH~#Mklv zzx0~S>Uoy)iO()0Z52OxPBfC7sbpM3Jl-q*<-TGn$8RV1i}X4gBWkkodpPuhSE=M( zTpS++oy}rWa-wZv?c6V2E%sE!ty^HXR3ATjoxF=Y5BKf}+(~VO zeXKdqwR^5EmO!{6B%UE_1(r;%mNWHx9)`St(RmIq6#iY!*cUtFd~((?YOMlpB}d@> zG})m4jQj-Y4;GgWFYv9~9o|yK2o5sO@LOC`hWuzUZ4D}ym&Lu#!2 zYnU}Tx&MRHy--|iyxdJo9p8(^m`d80gXJpyn6??X^wC z^xpW=7JrNSdzO)ICSg|2I|B+3rAit`mcji=+e2 z=N?|}=QZG~CG>JG_LeHpB=s78wRHW7PY#62H6-|$x8IEi$w3{x2GSsFp{CMp z0KcwCh6l9jj3sS(?c4gO&Nf%U>RBGqi+$!|!uhny{GHt9spUL?_dLOSdpj$8a$AZ{ zo#}oK{ceY5cC%$a#e1T~WANTUql(ynE7UfdSL(v|$-VUV$Rh+etBQAsaluqJz}jv#F*V{M0LuI(1%Tq85sJ7VjZdi#aM zXVEM5yRPLmpYz2$rKpL8*`bzNwdZ3*eLCO6QO&Th*PdHG^Yf7p0~jWLH@?-=iew2&Z<7ij`iHn+QLV(&p&x3TjA>Cq|Yv}hCFPqNW2`Xudw2$7?Qn@ z8y#!Qn)`S|IUdzP)V=`T%UJvrZI%~&GpKV3^ipQF(^ zY;+{fPSeMoe)c(17wh*k{_iAdhzFzC^eHw!fyA3I=NbrB5J^h&vQzj_G4@R!`j4EE zO7O3eIr)0$&@Ou>n|qaAtH~4ikyup4(GFt7!Ps({FA85srfWsh#{#2RTkf0!pQzGX=>iSgT-6$hb}DnFYNCt=yNnCmepTV zC~RT97GlD&kZk3XmoYfmjh$cXoYd7j~-SEFs6WEcKvX&e3mW zd@0Q;*-5vAC#FV3syAqO5g&P`qQ!+aM@cJ;$ac7jMVnQY0)b0uW& zFSwg<1#8q3yK)uRpVWWB>@G8DcG&#Osx$T26;|1U^e-OuBEv+jQ{&@xUbt27bKr6= zyXLw)6_qw&`YQHZrpGlbyva;i6$Z&jbtWrq=QmH{&?WGwM7wrke6;&hzyF97SL(Su z&2D9Z)Ii;YFGWdTTW@7~M?YEA+VntP)I#fR^e2c51^+LU6M_V!mjuufy z!Mq_%PK3ngFc<>;DfHRnNxtu&7XnT`_9bWn-=;WO6H42=d75`b!(~|WVg^GB>o52 za&I~{=iBh6X8iYBef&a(^VqbVK5rLIUx4nRKKUJMlDTM*GfKJ=$a?r>TmJ+*SCY6I z&SV#4>OKD?QnZIp)>$o`jVB``z;28 z?4Yd9s^yI|K>Iscv^OTtB2iY`jV8qzB;288o^x&U?g;NEiI7!s?I--rit&M1Hc4N7 zF?@gWmvA(>ESB?=tYsZU<6EGWeIWnPKkY0QpB$PSc8@i95fPbJeI z)^}>;4 zu}y921!jr`#{69ScX9G2QYT)N6zNv6eO3Y&7u`N#f${vYA3M~7NpktDC1q7Ib!Vg7 zS*D%YXbaYVg1-%&bC)^sadG${5n>#xl=b>4e}C~h_iMJps*pZMvPBPZXt(&1%yg+K zTh-44{Apo@Cez4!ATBm#fmWnH7GK-b?`Bc+cdNlDV$x$8USXJ+xMB+Rp zTaSgQ)$k#!CeuqPQF(@*%87dNs=4wjWUNE^L9)ZX%X(`_a-P5QaJGwRaHJUXJmw8|_KDj4L6SzseV@h^ z_|}oo{a75liq<#LcY^cJ=OHub`8VqwuyYakXLMU1zCy4WqH$NS{*=xy zrd4v1oWqlPz~fl9+O3!BZ1udqTQM+CGzK{@`|I+=XDpBV$d&QS{C_wv+w9DWEb|;b zU8Uz#yIsONZY5K87q@eyiZPNGuoaZgWuFrvzY>}!lP@cpZWNO{^7nI{c_;)@hp7eL zS7EE%2YG_*hp}!i|ML{PDIQG}3rpd6A!i>=(#L$>4|ZSCH~UwY;_o2Xos3!Sd1YU( z?h4$$vn%`T z>!mS^e8Up6`T828rSA1uy=48ys}OyRE&7nOhHLjJ&OMWK*%6T)9LdBnK#P0KI7@h1 zp4cA%p;V~O3c~U{YCc=PN$1pd8_SoLiHsBBGan{lP%*qN%14`vV|Vbw2YAe4y%dFO z@@(~H=gs7-r{$+~yBMb*CFQBmIvu(@v`+=Dmc~qt;xX(t3p1*Sgh%1drR zq|rCA?hWvpPyXHJ(DpoXk)A*F?iMJ1L#O-vzXSLFbUl+ifSaKB9S!Ee`DMQKEzaee z)e={q4e2)A{BWTwlY@ChUuUh=TXBe8sr5}F!2(>I38}Xo{RPI4Lp}Tb-eb=eV%_m1 zI8lGgSmgtZt59I+FIi+CuIGyHFC4niSXoIp6t|bLaQx(UBhS*;ZXAiP7vt@vaOZyo zzWRDWv|7gw*?D&eOtOo42Ft9)-6b&T59>Oxy@7A+$I5Lm<`}IT!7+Q@lN-JdpGu$E zm9@aprSP2P)fiSdkwm#`zraroeO)QW+>ISC(SIdgTnycpXuO9n|04q357iBHTtxSx zWXX4ztjjC~o956-J-VsvRGTNi4bP_ftH`&qyP%@$zqPp6Uu3C-p|$w#{`yLE*k$Bf zFgMkFrm*~_;@T=PemnU_!hSWp8k6i9*v_NtJ-jkiT7Ph5cL%>sPL;NN@OxMl$EmW| zm^`b!ptaguG=Y!y$J*q>&$Z=``b{;qoe=l{dvgandkgFG@$BE23b{w&k|)~@_;L0e zR))nZqF!oH75CYBJYX()euKkvB1@j+R~2&(EbzJkbZWy!$=^_4oV%4z{KC_>V&iop zP)Qcap2Cv2xe^+=qm%nzheB=)J+kH{&mz0?sQ#|{wivmH*6*;#p+3I>cauwJ58Wp5 z^i}YE0=G&zR?p`@i;=}(kSYv`7fZDt0*S2{&{4#Hp1e0<#PKxzj!w(qnq7ZavPtf< zy=}}?p#G1Bea$87S+AC{J|k!L1I}T|qwsqxj3?m9v$W0L>GNSb!F-i{s13xc^m~Rr z$FgZE+K$1pfqd>0I@dI}r0VsH>@WvcCbDKVXS~mE&mz-3TBP1w@_b}B^lI!X%C@;v zI}zVEV@B>ReL~8?JgY5Pw~>54``zS|3Os$ap0oFEyMB)}diIRxIoSSYyz{i_r{C-u z&z0^<{2K(9ZKTf*l=rcBG+pwPE7iY;i)Lq#=p42=+}}pL_G{Q@@7^(DM%KM%HDEiM z|DpANko!>l$gc8KzxaioHMRa8dmkz2vkX+Xk!Y4UG6(bT#lN$m+R!JnoPQ(E7H5-s z`puo7?5CWDKfgIEdydW_PZ@f=LE6JeHCBtkV$DmiK3>1Wu`Ain%d^t+t^toLU`z5; zCZqH|vZn@2T~aJ!ztj)7m25|_N?oWYqt7TFvyy*3kJYz`5??|zYwlL@nmk4BXy*A4 zXN&NfR3!cj`j64$1Ck%fr}k($M9WKzS6)vyLUJhCvooi-miurmQNAhr<$GGVc`?bG z@$1*M+GwncwWz=nhhy1z-uo%J`{^V5-_D>@A9Ktl&PmpUTqkDFeCjQAapp$-tRQE0 zUmqfVoF|@Kt-lf^>C0}tF!o6tOjgw`m^I4hUqSo}k>flq^4xJNhJH=z(rnj5Uv;!d zwc?wgHG*HSVf{fg$nKYIP%7s-q9b;GZRD(W+01^)sh;ecPn$<}!R#AR^L_H=&d2TM zhIeWEK3(zz`()ar25b{Lv=%Ggc1BUUSBGC;egDJ;rD?j_tFOhR>u9rw)f)NR8cxXu z|1+*%&F=@nYmFZ6!m9}+sN^?m0UEg4xQ!?DgHmHwXkg^*4W3Dw)KR@w{9EXp3whct zFgjeMY^(K=qRDLMEynB4VqJA|?1zWfK;Q-4aBX9pX0Ae4`=4r%4|%sAjh4gk zNV1-%mohY3Mek+odN)g^+DtREK{wu3RG%Hik-ofhDZN%I&W=Anul3;CEL#C|Bu6TtoeGO(O-h{@nq>|mU$SGi;b2&r^ybT zEN;2Z*hj80_>z58f01?zZ_FLJQP684R;9{tR!yfuNGjrX#`J@XaX)#FF#cQO&gHnZ zhMzwRl>^}WB}sl!UkmD0;(h;Aj#U#`2dlkPWBv>5#Ilz54e zc0j!-#5zGVl`k9VVGH@nLn0L;M!CL8)wI+>KMr=iv0$p-tR`K{rpZ@3P5-CDs3HrE zH}1Q5msmIzQ-?yPD_cCvCzAE2Yys;=)8JP+jD_4BaifH@*V25G(H4+*E14b=X%~4n zm=8~ab-vB+$178#^D;f{Vx7xK)X)eG;dl!MrDA!qyLIDhS<82od2Ke%A3>u_StGk1 zO0aEBv1L4_Y%BO)knECsu`a8gR`7w`^Y7z(#0dXWLvSDT7Z%uVJF5++L+VFY6I}{p zOjd>-!Y^(suwK}3AxSDbYbq2{K`lFn|6=j1N!SIiXW1-IvscltiP5TJbWhwb3cpkf zI+!%qY0;jXmBsr-#%SSxYL@(kuSbgXEk*t0&#KD*U&Yj#xU_|=tx0~NcrY4TsSa_Z z_w%tJtK904?SA}AE`WUVI)M+4Vbyj%8AkK-ajXfS$&>f-qDFR0FU0BUV(?ioO@+*D zSlmNAcoVV@v1O_NH}-BD5B^W@8+c%KeSS!aJgq$!M_*yP&ZNB;^WybuS)nlgJf@%T zuymb~lR^4-JgG<9HloVYAb1_&l+g z0rNXpt`*)LP4?XV+e`8v*!x-5y+fakNRhP-hr{eU49niyRFnEx+ti8Ao#)Z~ZWT<< z!1~lt``1qwEb1j{rLM#-?avlduE(+gv@F8^?t@%8zLi|*m$J$&=9EJ*x}#%-$(5=S zJ0MgOQeR{JD~==^cJ9e1H`uZCoQNgsw5f>oN6_L!Qhf%48?oXT*yd^HU>42V(k-r~ zT8r@OaVk0O+TmIs?}kGr&rO!m`Z({dW36Rc|Hng0khdv|u7OQkn*74%`;m4EjFR!M z2w%zF=qfC-fUdcRvDtZ9H-0ko4iJHo(<&7|-}hMy{oG88UG4(xa%FM_Nq)kYfNIq4IEZxac$eCHo zd$4}qp--yzLVNl+gI_a1WdC!db>XEro;Zw z*~)5r%#XLQz`1n384Jr{+QVA(5*Mx_Q%%~W0(V=wly}}0yf#-jd(B_t^tX;|xx&h~ zq_FfLnv~S{N}vBEN-X3BZ)(31TIbTOA&xBLZBMb*omxIBo|T0ASa#|u@+YUycl_c^ z*cTCHQ=z=QIQayGxAVZgB2E<+EP};{(rYKVf5xjk!Az#Y)1lae*JNJ$08i`jqT)Q| zJ@W6=-yd4E)@~D>TRQgycDRnE`eM^S7U@vnNxfj4Zwf8x{fN1A0ng4evx+>YE=e!N zth;IXnXxOd%hN2?o}IRmvpG#~arWI}^lb6xF&4G# zv`yCXPX0dTyf69C4`gdVm*h*ybGEIdn}bikV%)zXPF8JZKU#VCwfA?CR%L0r!;z&J z)`Tu~Nc;g0sOre=?ww76&<4l;CgDnWZ#Kd&-famI9}fzoNOwG(kWeP4jxYPu)0TOBdHlJ?2| zSIBIZ@3NP>7AR-TBk}A}Bfn|P)P~N^^s$)sae>Dl56hWYa zS-F0yBdMsHJIk9`x&_T^6!0Uvl(SlVGQEnD^B4%fAxdQJ=8cf+rjI#d&q%d{=UZrA!9;&pOV976YLjy*-T z3q{G~C_4^r5bE=Ag%K3Y%)xeVX;JkuG!IiYT6#CvvqQA7c zSIk;ZzkD|>1k2 z=AH{_P#&lM@b?BfC-X?2VH{4fWGpDo{;7L*h~D>!cZcX_Iuw@at-qP@YJH^gOR9*C zhr@@wqpkRK36w?}CAlD-rqfvBQ}3tJ_apw2Opw!D z1^mbJhI{pg_>=X+sf_$Id!OQ*R7!i+ygU&bQq#6Fi%p`}hwxjABZZ7R4=?VAcxOKG zi;SEXqMwAd&$|s>uX5xG48CT#~)<+qaZrw`QBtw zw4-ZkFYKmY1OBuFzh9)uc(zQ|;cL9V-6wOPI#;Xe_*sfvnK6d4?{_4sNdA(}{auUX zv0BM%deHoRR=Y`$i@naO@Xh@BLi#3aeOA^L6*s?N+Zx`FF{f99a}yq!%IZC}n<1jT z=&Xx*&YiT)eXsu5`=GOzi9EUgk^8z=(De@eJjZsaB|Om2Y50{Yyr~+SDgsrpd>UpZ zLs3JYCbwNGU)6`(TDp|Mwr`TN2c=V-r zd)zJp-Ruy2&Y0PG`Y+FFi_bqnB3bE&`+uNbu5u)K(|?BEYG?J+S2vNXA#~q?>r5l$ zYHTq?OS4k0jaNChD5TF3l`Hb3H;nZ`!5m+K)?+aCcCvOLQ}#w@o!vnAmB;eKp?EFE z#p9MbItOBde41}PQ+#qL{ca-FHfNU*tDf^&J<+2QznUpNTxFEMXnvCSTj+l~1S^qv zHI98qiYYi+ns;}?iG`5*34`;bY !!L@tXXck63ZQMK|z7xuWe5b0<6Q9#M-}X}j zF;DSsFya~J?Ngzg8mnLP#gj#Wi)r(czcr1L+yu3tvJyk~^0WO}Yd#zPq}^R`%?`vX z`RGh%?ly7-8m7ub>L0#}XT=1hYYdk-l0?#S9nN0KNv0Pu0RTZr|vCDt7cuFt1tC1bYLksjg45uz- z<%>zti=6KmKf6MY$BNvyNv5199Zl|`l77Zv{5eL*Rck6M@5KG&WIloocHz+s{Jw|v zHahcCJiY~z$??%nkIzBwZpgjKe~&gh{?1E_L2Q$elBMh@ZQM@_}mnQ8bOx+3FC2%~7+`Y&*Mx=jJ zt7FB(`XpWJH+$=nGo&|59>o7Phza8%pZhJ#;Fxb9cadX1)@^DIYl1_+=%*?>HG$$5 z9C@FW|HRZrFrP`9!|C-lOH}i|hqIq|ereuxnV##3aP#@ZFkZP@G~7+z1zt_}w+DYc zhA!oKO>+{|7n?5UYsrL@y1duXD64J1z|6PsakvrYV9f+*e9FGtNO3d#))+0hkdG?h z?NNC5FF#$vGC#25cGm>inOWROzmn;0G3R7j5AnB^_+E#8?QnM&`?NIP!D7Wgwryh8 z%MP_uoxPmK{b8M)KOey9V`E;8t;vsGL!>-ZRKA3TQ#bNzC_F~POL3a4f^O{%o@z10HowS8`>2)&*qV$gS9}75~XZ>fvC>6}I3NLvf zu7Ot8a~2T=wv#Wp>W8sQa=^|aS9YR&&acm;&1AUz1i9uc+}NkFV0PUdgo7<%Q-|h# zN!E%rljY!5e*d&ybC0_|owt)R8Nr|C9mkV@0nV>ux2E_rkG1;Z{(B@l)u&VW#aPy^ zM1ph4Jl|P8XjF{E$w{61fIZ=L1^kjbG5g)}#C99Im&1%+?7BZazcF)-=M~S3T0`-+ zv;VikaFv)*otD?ZuQ9%L5`jO^E^=n|!@W?bjr}L-y|Qx_@{J?-N>=t{oyQwwPGzvu zNYoO>XKQ<>)+dN(KauQUa!hCcFM0YR78}9CQt9ho@~0Bp7IXb^qV#9He+I79bmU@H!*i?Yv*~(vb}3n}2U$y@zn65J~dHF*U`iLGdW)y@y$UnS)Z( zJ^9D)(ds3f_=CpD^KcZdws*$s?68fjwat#HKHL<-d!Y2E&qw%a3!PQ$-G)Tx^Q=|S z`HO@LoSS;$i^b(%+5A-qUgGNaQ|#HG)pT)YG5M28BN+#-I|FZSSKKCDUkotS&;fx)8{^#9G=UyGd4z+-vM7VDpk0>m__nUF?lw$qIf{8b6!DeG$yF z{&YTl_lP9t>mg4)YvJtz94gGm^Q?D`2=Ni0D{k!8B&ZM1?85B^&0+egX0+ORt!V5y zKI=xGuV679FOrvSy8d@U;UHIh_3)<>S-aD)8ELX(t#QHZbC*cal+3~RSP}M7vXnCB z1-SHr-_&`_6@FHUHK*0{+V&H_#%Q%f{Mx`Lp2MxCaCsKqJ^1b5_9flZ&m%xlb_ADWdW>gQ~{zKSNZ%#p3=-yL?XoVkGiCRfZN@o$m$XVK+4 zdR}ehWPoevRV|j^0;zV8Zf=BB^tchC(^+Jawpm%%hmE@G@hcq2v%ai0TPJ=r$A$CB z-_>=@k94drzGe5sZy1xkljEVD?|{3p`XS!9j7Ri@(g_&+DgKS(f$Mn9R;YIsQ`Y&U zm-DI`X)v_c(QZ87-R#`VQqLLfc4%J<8x3>CE4aE=jnRPZNL*+6Yeu&M&rmVxsliXEi(|ff4 z8p;Fc)08Jxh4atsehf>UE;8Q2;`=cD9Y^Q+ES30vX7|Tf{77D~7I%|Pr>J-~N^ehz z;fwsVg<2;z_?VQ(!}Dgm{!5%rZst|IXaOsoK%YFrJKXydXnC>o?i0Dr)q9?<-|EOF zeI`T1m2CR0qp$G$8!+Tl^WRo{9?4TqHtHF!B8KBh9g>`^?LYiI+{^C4LM)N*b0x58~8{8rO{9$z_vM)86xXnHwW|Hk&dxHo{;cA{%F7T;>L#=QP6NBgkc^Yp)s z)#mWxiR;61F-DB^$#bwj7>c9e z^_SRqC+SnkJDHZw#T}s}g$(yR1saSc2&y#g`vazm%>=)*VS@RSFQnSK2y zusYzVA2>{r#d@@n`KzvVS+a z-HUmfNS@rK-{>thqs#Hx3SwGpb2&TA=RvLYoBC8wVrO3{7Kh5cFdIOM&&c^UjBa47 zVxrmz*80->tpA=u+D2^KS`=H#zAwZ60O&2C%R)H+BBH(J*kaN?g40hHT(jH;m+Z{w z&mw1v8V8U**%qf`-7CB<`yDSdkC()wme?^2`*OEBdsio$KP$uU9uYg)BahYY(SmEE z`;4*&{#ns`D``_{V5s9=$#uI{Z(__wVJxO^d|0+&AnlcI=^Divnpbq2q!2o21QkyyQXnta0^t1O!Toc)K8YZ-Ga=E@CG~ zT(Yw~$$l%K{f=wY=H`P^IM9aYyouRa_dJD9CqvvIGtPdn$oIWemTX)wV`PPWcJzeR zpBpPrUl)?;4h(r#ESP{V2RLJwev=s|YeEX?GrR7qnhi>crm4zwg;u}Pb_lJ`Bm1#z zaz6C_p?^{5UB?6e!M<^raS%lR6e}Kc?vL1=%HSjQxE$AyGY@Q`PoAY#V3YaS*T)%q z$@hi6{?o@PB-w0)K^T{+9(AEVTZ9akv&ZWTV;PoAKKO?O(CdWg2BDCDvXQAixsJF z`y|GHfEmdOF^mS&Mb@IEr~xc~Ux0WaBc?vg$-Mtz@=Ph1CF;_*78$#XUD>01EDuYLjk03o z7R+@artR}emA|!(k~g=H)8lg z{Vpb9a!}t${(qcXk{zb9W9~r=fz{`%Tgk|0(EMo8Bs+J%hFqSFCHLf7T4aaUI<00H zZyw8^;7YWxnWYdZYC59Wy+??WK>s~^P3FWK-|v8yo|AA#Hhyx;+v zCmYmywr*rmR*4B*%y5#4KmA?(%a|8K12JgNO+R{2aDy&OK=fs&*HtmLGoyA zuEnbwSol55^oB_C28}{Y>jr zC(16}xuQWWT+TPn))=)FD@zr`#LpmnD6C%7`f;qyp25q>pSvI{jCDL_{OadTa@|6b z$5``Y*f)p9=g!=TV~sI+^hn-}0j?J= zcgF4bcPrK$iw_;JVKqs&;^Q9CE4%rci5h>(o6XU&)K`Z>(l;&&Kp zev28onoJ$m*M8usI%StlZ;8( zqg7lVxAKX{_h+aGFPlQKb0Pyz?mBbHD#5(IC%CCW*K2x|i@jeGg{s&mC(* zhZ*ENjyEi4(PtsF!CA>`-%`Dyi>TeYh&8SICx?8oA4PDE@V#=?i2`?*2Kh*Un~#H}u(&l~TX^S8~pF zG%LlE(P%V$C*uA2`dvontl{|xmZ_YSJwCDi}M7xgpuBMtx=i0 z7qP}ikWSW;p+5b=s|Hw=I+g2;Qh{6_xiZZ)rjGov1dndSL@J;)c+UoG0EYC>m!=b2gFW6?YK z>KjJO3jJJNrG`!NI&PxThomnq`sbO$VfvZHlOE)qWgvbSd2-d&6&m09#&9Psl5>6; zR37G!6Lwi z9r$uHEU01bodlUi7yD_p9{eKeimh!9Yi*3z9eYNRIo=ai%I{QCPveM#5?g=(y z-D<}8hnFV*{9SDGiC9~Rw12YR&-!{1_x5A&ekyK7iK-~A6|&*$0jBdqz2y|PN} zc6toM-gY>(h?bZ0-(>W74RTkK_9c=&>-Z#ye&=uQ`|H*`&Yp)8VeNVfR zP=6b)SsisL?;U7f?t?2=(zh%52Jn-Ij4}sSz2VY9uUjFynLlKufAUUO!>SRqSxt*$ zup!ytvL<7YdF(m*%<#L=Sy_X4HqDxmWtyvltbe$HZO795ENnQQo@-foAx`wA(O2Z` zu8#&W!t7gkb!Rf}r`g-tN?&*J$&+yPeZHTn1}B*Tv+gB#G%lfgGLx@o;is`{ zF1u|f`>i-TP~7WH#!{|$lKJLae93iAJ)ZuyYk)>##Wp&p9_jaD=mHV1vHl;SNiWRH zdg84ZSxjWx#qv#@mFwM?acUN3Twh?PW1#Von0p$#bT=1NF~&Gvm?v4umVOoa=aTGo zud_$@2@(w`i1h8qnH*fFic>>y>;LPPRb<2WNm7OHXRS?7tbL4i7r;6h7L$>pz9Vhf z@e=m^jJG`E-48~*mM%B(ypC+0+O6UI8$O-FO3#b>-@vAkE1%-*cR4HH>}X3KTAl?K ziW#YWzL>SYhu<+q%@tn&0A7_q09pIOHIm^B~w_XbjB zWpbYSCrjd4KEIgVPH}cetj#L*el%OjLdnOt3qCbToTu}paPlFZbPfD&WU2G~X8q;6 zj%Tg?IG>M%cY9iNheW=|q?%zTy|35f6OJUyZ9{q`_sUtAk?(M+WnP|7G-2uQ>6NEi z$$0e>D-6Q#)Prk{Dc`~K0WzdE@$tNI3|%YJ^Z`9Q2B+72mi!jS^X*ptcgLQMIFS80 zJGH2%#}oawp~?HC8KdWgJ67)CRl*;WEW7>I)3}1@u@Y|i zmbpJ2vO}bM!Cc*#)$`L-H24ip-|(6KP#X-fss68`>6LmOp|9+++s9Mdy4Fg5+Ytq= zZ_(mT>`M0S@nYz6EVc@>4}@QyeN3g-a*RDqpUEUrOpG7Pb9(aS)Rjwa+vE7!K#}2H zvi9-GB8c9=zkY_tiLN8EFM5bil20f5~!8Ek$7Z}Q!xp3gfOV>qAQO~&V4$qdo|m;9}}vFbX1Jk9&l zbFVo0uyHSN?fN~NZN=b$MrlpsiBSHWP0pivo{J{KK&otf;q#kWF?lYt%jE$6H;l*R z2}@NS~mi?e45*rnD>^51vnb7MrnwOF0Z zQ@JkwT|E7rbbT;>vq(J$YJXr{Q{#6hY1R`JgZ2bG&6Do`$dR?v*$FTJF6(*x#iUrt zmVcOsE0XYI2xaxiAUOQbS>ND9Juy6)0>gTxjV^=(d6xIJ?z*I;S^WKA`bhR$Czw9|^16Kl@EQO>V>I{2lEI zFZo(N$BA>vvIE+wRlB3$>gG3|lq?qc9^TFWr@ZP&(!ylQ{@U!aO7`B=&gn*){T&}g zw=a!YiU<4ylbglPFCAY~aHUjS``mLs${aS$XAkS`AqdVVSADjBmSvN>c^-e!T~gii5=cB+a3z)%Zx8T} z)NIVNq8(!3!}Q*Rou|`psIk)T+ghiN;mcm9;%EgPm>lC*VsbtGEu!}oUZr~Ojee`L zbnadb7HO7>924k#Bs2_Gupas+e1`TMzaNU__(?J%J%Qa%kb5Kq>-uD~WBv9@wq>=?@n)2WaT^bh7iFb>Z)krG z|9QM5cOdJFU&WwV94lVpl`B|o8Eclt_teqI%IE)K)Nm3t=EJKoWrS;+uJma|>sR&k zM1i)G^r4!gFDbK zG{pW9Tk9EXyZ(M<%T-X`XO2Fe-HMv)pVcaReP-b3J^r3T(meT1#{1NwPj!Ne$^RJ5 zex&zrY&(pl2kJko?DAcqhWN14s9E0Tw9D{{qZzP9irJ@ZNmK?G&!Cvvd=cF z+RiZc{SbMAC!a#Mtc9y8iv2*Nz6HmAEAZbLj<<(=aqP=8${H;EjrWOgxi9ht)(muh zE7~NJ;6D(Yq?i54`y&rc4b_jt(c)~gmj6GD!Hx8MiLsJ5@KZXjch+sNxzM}!^tI6_ zTeY1^y6n+w;O||c*vHPw)6T+reje|x;$0JXO!Aam&W?}Z(AzwHIhp6OO72}$a0PUr zsCoro+vVJ_vJRV!7B#of`CIJxfP~4L)5PCA%RL7E?O^o@iQDV39*-!854l%<1H|8i z>SJu3{iA;v?*;vy&c543f~-$ITAwHDD|z&KLA|Rhnfpm`D61~Ph1&_oM0kn*K{e=~!oGUTe$>sis{M zm%gL%)2v#}@w0hhax>q7DY7zV_sxXu7@m@~hx7S*DhFq^!Vc(vLe4z* z$`jK=ocSdLlDjl(4;%2?Ti9Vcw90AovhkArF?Zwcpr-VRnnr z#~I;$$A6{WYZzTiY`WB|Qlji>{N(|5s;=kM|IWUd-H!L+=^MqY2cUd6sf#=RF52b! z(MX6L#BQ66R2)Ok)^?ifnchAv0k4*RD#9msvTJK|E)IQ0rm{GkHAFKVuSAaNX873k z7tHz)@As$aPomlB*xt$KXVECDSiZx#9(Z{bYgTitIE~(gPIfiUW7X{4PvzFvNxDy~ zRGUpCuWaN;@N_c&NdA(J*jU2(Ux-md9Lp1%N-&$v^Dg606UlYBap%)A*R?I+{jDB) znMb;lFM9%yr)6hMxYGEkx7d}Xi|Xeo`W^>~tKokgPF*9`U&HT`MRo|8zQN->&)ThR z)@x1GQ)^sagCh-LbR>@({im8^O><8q(>p+cVp8b zP+kh*Tsdal%y;x3VeB9EpM0Rnb=uMSztOLamW#>!5`JAHB4kbfaM7TdzU~t@hOt{J zpr`&uccbUo^XGiJHU7LzF`s9X$Y6spOmco1OiyN8&tN9WKg@({c+> z902n(@oFUobi@7^onM8IFDGNxZvBNpsbn~xRxN3nr$_&>)nnq*iL9Qxl4s~IYrayi z^L+krx~P(R#M*6eE(-H`#`;o}9FGSVkv4a- zazCOcnfgQR|0@%fCUaJCPp0QS82l#YEW*C5tIZCy?D3rnk2YGBa1HUOQAW91$olJp zV006$uB3TU{k#s}WD?v%)^XYuqwAsMeUVS*9_>jmTuYPU(5UJ2R4#0$*KKCG>HIMH zTMlM}xkhZxIQM8MZ8P_;gx)|5`~YLVcYbz+mWTVw0;#Wt-UfPI4Bc7KKSE^r zk(Rqz{Q^9z0-c{AJ{@z;glg6#9BB0HJM2&9$~<I2n_c~KwSO%3x~ur1X+bH8}5cd6u%6<_x_{t%gNnNGY?PCYeF%>2z|_^Q=96XWGSOo- zjtu87m9#4)h8?NRQLH!?US(l0P49hq!6SNl)o1U(_i9{BcDC;3qG|fgF1e*fzTDaO zldqRZv=~y!FEa*e53)qE8b2V~9)R6@^?#kY_HDCa?qlr5gXBk_W`xEtK9{w#3!}Ln z4#L~&q#Op}vNU@Iu6L398z|>0Dyvs>$E!M9r*?hv)BZ}52gr4z+3ZW6`h{~-)n^M& z8wSs!M!Jba`-u?Mw7i)4nm%F*L}&^;boJ)X@A$Z)F@wh0Z;C zsv;UB-_#ua2FK*)d>T8Fo4Y9nl@qC|iV2&^QiuH46zKarFPUvN9e^1Z#>Z#zk?hVINuC#=Sd$bVIpaI8{?z(ye)NRbb@6^V zHnr5QiuWT(mij!ekfH}9&Va%scOH_}b3nm3$s90%&-Z}gHnYRozSnf4cPZlxFlyF? zHgW7@`kuyXPGR+*T$%n2?SIIdEN6GYwK--dbK18wI1GcX5vgbUd!1-~g>Oz-jq?g5 zQq}ihuWlxLu0~oH@Ut{)xAuMuR<;r8b6vk!s~5~I-Sqyu|Hr}iS=il&y_XnaAN}tY z^^!AcEfkW)dJ2grljKfUa0g&s?%jRC7n_s%9GE;Ie!YeF*RkNNf;piw%T^}C*W%4v z^jWG+VLTX)rCCvyz49F)b`Ae}%6Q*uzr#4M;9FLNRl=Glot^ygKkDNM_D{X7AE7-0 zi#M|R1i$Y?yqlQ#wis|6mKWwNxrVzQBAt0bWuIgX@jF=Yy!dygK3{?O@jkoCSw~@d zL-WrR49nWU>-qONyy8^$OD3=`B0`>2y@;8U@E~^IWx9)?}F)8;b%a4_Fo;oPpY7($k;yc*!@tqsfPS}!$X`x#*(TvJWzB|UF~ zSiW^GfZdI3w;r4FK9vFY*X|MV_YL}f&d+P<_dxIeVCQDeTMNVeS?vqfugi0O5HVBl z?-XYT^X%eo&(80ON?E(tiM1z_{Cli@6E}+U_m?42f^^67=JL?ng`Gh;RbV#ip)Az9 zVAa$7>oRfiA>6o!zb41+9c10js#zCYTkO9VJDZDQeR%i`z27Fze94<$g~oBtN+pjx zA52}rf&BSNv(|fF&2-H)5}KPt$iv0bPB_@!PrkE!>Ut(Cxn76NZBR-@uB^-)NyZD| z-Gl`y;`;&?%iWW0#<>qB$rRNLgKl?LGDn^5^QHJ(+N)Hnyj$;mAeJnR75V5Y`o2l_ ztnO+Er2+J8#@Zu!LXUzudN}D0()wHeaRrX1=D|!Fh9P_P+K@Ff6a_R^)WK5u~7 ze>}Drt{w@4XU&o2ojZ*6W65MJ8-p+VIis)M&VosHOtmL{cE0t5d0qbU51Z{{sZ<|) z4Eo<=$8M~B8&?nV*>Fhpb3Hx=x|{GhtK}Zl=Qm_}N&kOAI=){73m(JqWPsYGb#1op4Ykz2&B!;g zXn(%fPLEe=nP&;f;(ES5Dv5GMcv1$V>DFcJtN4NoM zooJD|7|Hk21->ZHZq{O)r;p_C?+ckmboto%H?w7)Sxh(5-FUp0=3m0)0g^N) z{gLp0!B{Wwz-er7j9C1&S7(|Dx055+LAegQT92JX{mW_pmHxA9ezHEdLHsAoXe(x= zcGx1ZB&+wcH>i>rc|6P1fx!$|m4zY3TQIczi(fcYMpq+PIfkZYb%l5m7QXr+(rX(I@N7s<8AqaCku!J)cM2 z@AFbT^F2D`ituJ}wj6&;bBLj8@8hWaAmQFU6Y^s9X-Fx z2C0~~nLK+S6x8~d?IKTi z%;-m+bKz4MzK6kL1xb5A^jZ8$*24)9T_J*OAXyijI9Q}fp3~eVsYJ&+^wH7vMeYIo z$O7*}`3#7q{!MbgJc9AbfAzE0>o9&ZjdD-vXVyz4hHj)knVdWHbTUm}X187JpSzUF zLH@V?o3m+6SLMf&;v;e9dVZC>OR23n7mjz~(>1(pAa>q}Ee%DEvz9 zFNDntdGcPYOg+b)d?0lK?=xz5yx+&l-9*#d#I=q3yIp^e<4JW`4Kw~>klIb>hskz^ zzDJWeJ4H`t!xP1mCtc%Z&E)?Do&jP05&)V2dI0wT2LSv4oB&$@pa2vA1po;EkN_S4 zn*iKGJ_Nba$v=1-EflyCLa%;XiWE z;5Xh; z#y?iN$!?nU(?6QALKfdX**~z_Z1N)+s6Qm7W$Vvc>_2eLedC}Yw?Fs-`+Ld{$3Fl! zVT}zPmp^tq2S+9#?LW>wXz$dt*FXO0uLOnp*FVt1ZV2OA#y`k$+8ofV(?7iF9PHH= z_0qBt+)qC(?2+(Ov>EC+CMVxrP;=d=0Cn5BVBUO(m%s=Ip8X3_0-^a?zA_=08sGP$2&1;Xin@iR39ryg$&GaIr86xIg@IqqWs= z>_0F#gIMv1x<5qLW-7+X-amlmV-{JZx<74xyD(5E=s&(_>lR6f;XgHT$j~$O>Ob_ z5h_Eb21@*Xk86MGyVmclbX&*X!O5>!wPb zEfN1l*T18Afu^&rjL4Qh5&sK2RPCoqi*Z=j;zc3yD{(b)M>+Sw| zkm8@eWB&QOAmx7^q)5b1B9Y^t<2U?c|G#bbP~#dk5?cOi|KGp=bW0q*=0A_p{CnX4 z{Qchwf!Z~yG>m{-{1bKFfBtU!M`!;$O$>OfeYf6&+V}jg=bicwh{ylxv;4m={7?S< z@9DR8s{a`1`j0OE-}GDlAL0I+2mh19|DR_6iy-jd)9;vn^z(0+{}k+=eY*VTh{~OO z{Qp(IO&UB{Jw+nrf7RcK>9QmZ|7-8Pf1ZDJ{eO=CTVM13qwjy){kMAm*WdqL{-#J= z^Pd{>4;L}!_w`gPh2_i$`A>=a zPmgO7X_CiNrc9X}IL$xIrb;m)t>(#p|6%gqXUVep@00)E{{E}0fAwv6GjTC-Lt=3vQ{v{t$BB%I zPZC`cyA#(YswIvkdM4T?N+h02luO)|7@qjrE4>ms5`Eap>;G4Y=84&fk%_a3Mu|m< zsrp}&n66FzME}GbkLDykN_?6akhs8B4!_?_bV&S^=$crQD67Z%#NUZ+iCc~LTjJ%! znZ%vO`y=sw;y|KJ;`77^ttKWWC2I012QS)C=X;4K6D^J0A#psBhrfG`^eC&fyz(kv ze&);M#0sy@NIa9cL*I^xrxTS~Z{(Gi6GOyXI`M2`d16pvnHV=FW+fWxKP!=rt;&h& zi6)6h5=D5mPQ-5{rX+qyv}e6ZA{9KgCEiXvpBU|N7X5qZKQ7VKxI_5&y(oY1J4fPr zW8RVY(5rb8brXLksw9Rcia~xhAI6JzWTHS~fyn1Wr(~i$KWE6ZiLm>XKksT&C~-Gz z@4?GA+GN$XL}FLsNTRAXA3?5aV!P39fz(V`9uvt#e%vdLBA%xc!Dc88 zZGNouFlHZq?Zf#1KY1aV52vS~IMBGcwOK3f<%x&H)ZO2ld?}gOuh(0NcM>ZT4<^1y zuYZ`BmZ+oUgNcGF$PYMqU&Ln;MZNNNqEw;=B&sH^CdYV%KW`)|B%a{w9r#^9 zMJf2!#gSFCky?zm)5DEeKFQv@dhYc22+jPFc)-XL5@{VdP8C^k(+{d`A^D3KtJC8( zi4#UBlITngt9ZNzmJJf86Wv&-&GS7l*_~Jjmz(r?$_Qnko|`ubQ7kvwH&}a^jqCJp zkXXutp={Kky)z>Gn-|~W|M$dmjvs(`F{n;R9EI8<_C_SWOw^;}>sWn6eoZvOdx^t| zcF9+&iF`J-)`#wR*o?!=ORD-FEPnx|(qv{v@=>f1M#_BCQeZW?#JpcGHkHQ@fyuEpo~X(S>BkXJii^6 z>v{QUqBph{VE43WHnI0EOO+C%5}n|)MkLL&`8=^Cu@!&A=;KE*zb}TlcrL45bG=94 zB|FO>v-zAplSFVyRFAPeh3&_%-dVk9lQ>V0pTIN)Ub0a|70-{!!$Wd^3)RlSS#CMs zU7np4eJOfqsqcO^+hV+&D2iaRj1kkqw;w!)8D)>L?@wIOcCUOL#Lr?X$&-|pjsCth z<~ww7PBrVKVosx;BY2-GBm46BWtN-D)x*4A?$ys#xVMeGNG49ee|5HosSYdDoRZ?W z%HmOsmS8JCk7uf6w~205(x(L67D00`96v~8ppJRG|4ud!!_X5f*5mzHeI8T;awLj- zJXNe))r1Y0-@u!bc)vsaXrbqHzjw2}BC#40b;Q&g3j5_oeYRWS>^Ch7;OQ6)uBF6n z`p<{#P)hkJSxw&e`?n--!+1JgwR(`Hu`>BQyK^z{nm!p4>BYYk7hQ06Ev!CQ2evr& zIKQ65%-yuSlilXY`Q)V|FMcqhH5i|}k zd%RlwcdH{O%_e)z150QvooxP_Cxy+eC*ko2zMsPE8cgTK{{cBX*8kUKbuX`fEsC71 zO{SYwGU+pDR51GUBA#!g%3iDLl?h_6imMisbc_<0K)ty9T0+U&VR8sZ6ImHz+{cr= zW#sW;p0xK`Y8pQTou9qsGG?uxAbSua8@*OvUVlnmrFfhjR!6Bc>Rfl&4)JpZnANc(x(2e0dmdl~b0h@+HOv*WT1&JOcyHq=+cZlhNQm{IS6$|S1Zt9pJe zu08Cm(|#btf2F~PDeOVmY))49p~-pYOB|1+(|NR1)RBip{SFjM;$og`{m_cz0Mrlg zVU>M_FbihGwfP<{xv@Xg2sO00%0gd$Ely&ZS4B!B zb9|J{{oLy90ZJZ+g*>YCbZfw`@IHn={U@< z7fn2BYYZxDnAscZcp(-bE!zihTx}tfA^@{%gfX@v^f1XaBrKRVL{3yI@s;0lJzh^^%lKPX)-1r#y~#W*!d8B zm`6-id9j~#Jo~G zRoUN0eP4;ZGaVHa(JtH^Ry~(tcY^x30rziVr3Hj;gIaBPF2-v;{w%{qCFAA6#y5@@ zgU(xt`{d4XNG+2k$62Z-_Ws6tf{l|f`d#*Cvch|a(yxP4KWh1gvUkDx1lC^_%>{ne z##B_?ReaBky>+Y)7uz;%*Q+@@VU^F=^RV-P{GLYpn`H34$#{2&X*EUf(RL};zhJAQ zXx=v~&yk^1U~s{#AFKBxkg6}nA7w&!ejny%Gk?daXXoHGKvV;9TSxrg!uw;-I$*jr z{4c=wGd}<1$h|OpkeZ5E+1*C1{a74=r~CQX0t(|q-Pzc;Q1A%~XsYdG_2vWZ)A`?r zKes^itY~Vm_oZ0J;OPNMeAi5MvkKA(T76~lWwTReSTB{!SIr?Ejardv3TxLnnHgtk z^C=@;%ggh|dln}Xlk2zaaHz~;F$ib!s41l#qRxzXI3~W?qS(r6KNwc?c&+~5$=tc{ z|3K7*RF&oWWmK6*(MSc1mr$?9;piT|yyy8}UfV5#YJM_6`#Fz)H3xqI***~dNez#8 zKDSU(P1qk%Gt2O|4JHah_-ROwp}^NDdxI7~v3!)qD$>j|eov7xm$fe?`~H>z&(Qc| z*xe=SjtMGpfr!)r?c`&YuAh9J9Rt_T`o}Pay!~Zi*+(>i5xh> z^M?Arh0(Rqnjc4LgZJkSM;|Ie@0VR z1D-FX-2O6WgSI^#X+S?OsSe91c?--(X#KgF^j;pep@jrR?9yT#FV|CX88x@9v0JG4CyZ1}PCU=|Av}G| z-`hpMRQ`NH6;FzxJjyoN$}$ePEH!_qTK#Q2B#NIdB@XW_Mr99Q)*r*xpz?pHiFMQ{^Y0e%kYg^ z`B*Y5pB6($b8xJ_cT({ZXl3HT*VJ2=j~R?R)_BK6a)Cnc(Q>x&mdcfnuvviT8O;qP z;nWB26=`q0kF?iN`x)C0ls2nxz*sKPv#NG#ZkM%@qitC1%jJSPOtnaI5>-dmckLk(TBsb0* zSeftAV<=VbqsJvl44SGh??CWH%3mSEK2X1v<%wp(P0(v@+{ONmr1?sGyjwn1Vt*ff zj>F<={!UXlDna6D9z1EDTLi=OVyPjH-D+V*c`^lyaei(UoZjWf+wiXD=*xa@fN6fY zbrQz+C)c0_sAU*in|Uz;+do41c7FH3XlnJNoUxC?shkmZ@b!NFoKQpid-kZ=^di1` zVDnq;;~nf_(Kn^Bfz})KRgZEqEVKORBjc~AATQI!5)3`6XFptgBhp|Z*4ep4Ql6*Z z@nRFdqcX3A<7dVygWGj5zR8iUJe{P)Abi#m(Ot5rot1P2@fK8p=iulqHgBfYy0l!@ z^EjvUyjoBSet*M%K5NT)Iad}GmXl9H-F?=7T4mI(2a#9iN z=xTt~!d~OPEh~p<-yWO!A<~l~kNQ7A_PxP__h5DjZwV34z+kNX`irEStZfgO^!k>7 zTOpdih9_g?|1{n&u?~1!^qHXlp^@k4nGUbd@h>C)8_K;o{2!-coQChS*vUob=Z$t& zh55tlQ;hh%J|+E(S5<~PzSi;ES#BZj^E6ioU%P1K98Y!|xwm?-oY#~1`I`5!nIU&U z^gqhNB}U)K)_J%zg;rNen$EW^blcAO^+a;e_@By!OVIrk2A927LA%$Dw8prj>FGC| zU8b%r_HUnw{jMx2wTl((4CwSU?o- z^5+y4lrv5{Bh`|x4cY37xtk%ngdR&kbeSA}kv6KE(>AC-qp>xOqORce9Y?F<{aFz# z!s%tGz6!VUESDBxG3|@f_F$@+DY6`**r&#vl_S6KptG5BHT$ED7i|A5ignap5oa^l z9|GO`aMdyCK~Ht#pt^9Fwi`O~GPQNbS-ih00`U_5ck%25A6|#*BKf`yqJOeqRr|-` z`Y!!E&(6O-o_`yw8M zmAW3)Hr94lPpaX}sdbUc;BnP>=W0St;NW-ChfqQffjk zcH2;C51v#IOAq=fgp<^`xdtQ0#XJ*QznNVoSlKm&S}%II*7M)QyjLZt&BxiQ$rs|O zu2z-gabay!Lh1_7ywrAtZ>g|&6z9btyhd#q4(-&~I%zK7K?Ad~`o7oF z_&bZ5mg8z4|5C_>r{MB~xNj3rQOx`X!)damlh^J^V$s#yafQXZ92-h&IaJBE*vzGM z0jQOL&|Wq2b(M2Ggb?WeaPZk8t*I4H~F*G_DQp?OB`4y9q@?F9R&D#g!MN7>jJgP(;|@FILR8l@rTepjz{i|}0<&!h%E zkL9RC&*P{Xq#ng=dGo*^aeR#Ndd7W7mcQxm-Qt=6y^Er{!K?A9LavkPmM~jqnJYT}1zgnCkI$ zo>omDUsGILq>=qQ&GA+idHBO zUe)L#X8(??^@9AbEPpPChpGEHwamb?8{yEE<dFkS>&3Xy>LR83au=3MP;LehPtazje0s{fQWNq(lcf>;l)uXz<`^Pi>qKY8~zbQ-I+T|BytZ?)h(lZWNmD5}Ez z$&*qdN_hP=zt6#O8DDzKpt5{_NtGI9q$)`zb!RQ77%z*i98WGnvm*oo=|iIHOB-K6 zWduf2(fbCmJ_^y?vbqM}#^I}xF>6!82l`BAcd1Iz5zaLpPcbVX#0*Fe%So9H3t ze}MXNIKC%q0^4HZt0^-xtNGXSY$*lb;eX7pGsWzmZfa~P^f$+Kl^CHYZL zzxg65>h}h|#=C?Z`Zwikb1U*!M6!;SN{ga2p6jr*IazBb(&N2Um{GskVk@KCO~QE0 zf(_NBvaH4x4u#l!QJXm1Hd$oX!8WqBq*iP3Fq_|L`J6(X+Qz?UAkv$+MMO6Zx^YG- z-knv1#wAww!f+|1%Hw*65liv*6kS%A1tl>#hW-lDn4vBo6%AAl32Vwb@*D|O~58}E7FCR^M{IM!}Kpm^Wa#V+zUWs==pX*;k z+tLtd1m(_f{$4%kkHr?W)65ua<=_p*8!8_+$c*ZI@4<^b=DEc*vYMJdguw}OVw?j! z4X^jD`SxS;Stu8g4Y!J`v{qA8z;k@L$@4`jPZ?QNLX?kavjC459jR~ZG!zln7hI9| z%l9{;&`&{I?y_%T34Sy);`5x*yA(aC;~Qjg}Vf(PKf#mx959}`$C zt|m>!dNCQ@&QEc5^F7C(V>MQ6cT1xHr+InP$Aq)rR-wVsi_Q&k>Q6@OIM zUZtIskUmVq75MXoh`Q2N9i#78a6U1N+qEXMoM zrk)QK`6TMwB_nFG(p}sSIWk+t8I6l8>dP>zo09z5Y1LDY8akVgZWiga9=|ExJ7o1D z*qv9?JIlM`dakxgT4C(ABK?FGd(mbZnHZn9$LBI{humXnQNnc*X%ydro=#gF;#cM7h;&Q&Gew@zbYpt zdz731-5~!Av|Gu6$&gDy`v=5U6wjsgpNE6bMYF&>l#7M9dZsN8iqK_zo;%oh=6{u64K z)c!Lb_r-R7@eF|AVzE}ie+px_ckB|KEK#YxqoUQN(@a>X?)Wmf^qxLb z)TxxJRIIKpn`?`RycXTZJGywMdB_Zu184n2ew>Of%7^{pyo!rrMxLSC59LQ~Slq%^ z3GLdMbAFTu@flcax@}G?_fzUJzdzy8KvA#Y{Tl6RsN^r2z3S3iPOR+2Q~?pskqLK; zbe_MrsVLJ#T9{Jqqu~~86y{BS40n~ocPBG69d0j*U9P5n#@ix#WPtK2 zV~kYSw_@@b#dI|@rl#J4#>>i5ZEXF*>)Tbpm{-bLzh)I@0kvcX-oC{^TrcvToVu3& zdV3F$ll^jLr>*och;sYGe1LqvOI^A^rK#atf}NMd@HLf;l*4a`qQ3d$8eYB)`SCKm z0ajuK`+=3gM3}7SaU*`uRl|=`Q{?nmV@`)lKW*cBs0w`iMczCno340Xmz6X6tdnhr zaB&gFtv%{5ijT4II)5wiybNC-u-eSWzbvAA%=rWJ_S- z3tY7_gQnnDN8?W7VXTF2wUVv`*P+R5P0fc#D0nRk2UO1nm_4s;sJf6E5@)Pl!&)00 zElXC?veYm^{7d+mN<`1gf;dBV2kyE+@+V%O1wY>L_hFt470(Q+xk(zd2fVl62;4yv|Wc3pEYE#%fA{vR)wh+y)U0g-*5pH7T_O~32 z>#2$v`F4I(HEuDz-sEX(RW!dC_Nqo1&5m`|>`jg=7fW2TIvIDFpg)`PGWwe^`ro`9 zM-fG7?FxH!)b6;N>U~w~q^e(y!oS2)O`~_@(GEz&3i*gpn^NpH&mILd>e=3 zCECX|p^;a|`5D&^7F0Llomgvn*eF-xv$2biyHl*qWLHYM?gYzaYTQ-Xk(HgT@OV)T z_(2tm`FoTZtB(JVCu>_9QDx=Do%}2*U-z+IgRhUXaZywmM75E%xV~l-ZsXdvxK4OE zEpOz1H;*Rb=^K0(q{375awk+iQfYn?(?X-f>iMderpw<)V6fYxFXhleYRIMcR4uE+ zp_~~05L0;^-hrh!r*IWEO^ux!M-|{%COK=RRqOMKtUgq_tIg|--3niEo^rDFTO!F{ zoB?Qt-?$!rB9-0-g(6}f2&FjV-d5d+>qoQF&K%x+MIj@o;2GZMw+DDUD5Mp}qkNAU^hHt3la=8^eL9S5FPpZs#Ys8^TL z;Z6~}Vw5*&VL#iS>hqy2p6huw&nLs{4Oy@cx6|+%XYx)^eq7x&g&s1ijQgytI;mFg zU}Bm`gP&eB_LgjqcS`R-cp+uCww4)crEo>`aRuB+>=)-v7Wg02CeE|ARlACt!^+{{ z19r!l#SZvCp9->iHO{~{SBszF;Rf?*Zu%WeYq!zYCdVr9ry6Z8=g~v3*hMwZdi=Jw zzw@Ps3i2s0dtveQWY#U0Cr`6m7t`NCX*JFk!z(MhKfp7t7VWRc5-8`ANgwIAguZfP zISba~dWc&^P?!21!sSP**Zra_?eRj@Ba2?2d;SECPk`nkntqUeC(FpyFh8u`JSA(^ zQ%g!CEug$lps0Ro_t76pJ5=*0^efXIL{O37%t=Q zCR#5{pN~VJv6d<1#Y&o93iY-;si3+p7I!^0cCYBK;IgtTtOt)<^{=D%6a2Z6zGB^) zn(m)hMYr-}nwnmazi;8YfLHIw*iP9!n9h2z{}oHy@V8z*m8QlYWyA?}qqV#^%k~r% zDuLk_^|}@pOSCw{avq*+X897lZ^Tp+8F({~D<`$zhDYBUFY@9Z$75c*PNloct1qjA zZ;7!LeWb>FTlw_4b;)Q-Z0PwheUIRCy>=xWZ>Q}Rwdrpj#Qgzx=oJ;Lv!4~>c)}|` z$lR{MtH+=ny)$b2i-J~r$^*O%zX=Kc#Rf68Nai(d3gN<{NzsyRAfBS`5|Hl~{qa(q<7x*#)KQ};duWUIj6VgL^9=1A&Hx=BfCf9yd*lkSLhxFNq7vWx6*G`|gUY%`p%wMt(hk|#v;hCKTVQhQm>ESDO|zZstQN}g*tg^Rk-9Biy| zbWxU4Ho^0-9EjELR&!@u8!}dELBJ{X$V4)b9OIh_eAPzveOi5mD}gb6K|LsN!R3y|{7fL1~X_ z|1q5I*S`x7<9dif`gD+eZ$jm58o!?s&-3~)rpD3Ijrcm0oO$Dl!=CbdFLpBV=nw51 z(|czG<*0o*hAL?jDAb{gLvSBw%sJ3c>6K8&cCG#p{~{6fh3Eiz`Z15s z;I0RR@{2I?DefTrUEfU9yh3!n+1d`9E;RZDjz7ZKV!RZ@e`^2#7D-Qt?DBX59C~7P zAH2TCav_X=VSa38%t;jS6o2CrtAX$@3fp^)dlIT8&8Z*B^{v=nrti!25Z41%p~6y- z9iUdXesj;@*ouJde)S88+ke(#!twC6Y9ltDs9{^ z7-tFN{8%1b<$-uPcH8hNt^qwDlIxQSNv}3MVO4M%Qw!CRd@Nox@(V2=)cC-FY#Z5R|ViU3`?(zxs+^e>~S;m#A3DeCh^9($5haLjsg<;uZP@gUYk!d z&$9Cu?Z@XmdyMunWaC_ZAh&!*$|k$#KMzWmghw|y_<+{5o@36b6gHJqm^8uD5-5Gc~L@? zNBA;Krft?@o3_=U9iIz6NSCEy64%}?pylB-)JWgkWMLMV4d;0^82+hF-Ka;LQ!izN z-&DX~;1E~n?xu}hR^IXHdj=Uhiq5_k<6k)1Lk&CS$}RdV@#k+QDeG( z2a|h5{0_#d(tF$iQb?<9DqgId(-^;>$`v_xi&&OYUVN&22ee;jdl&UT4B6)9kOjtG z1Npv2twhPAicZB>Z_!~5u5})9)rmCM8QVFZe zR;;~66$|O0ljyGS@^zW;BSb6nZJ9cj2Xk@N+>I*AA`v#g&o8h~>39Wf&A>oEp6oUL zD7ySX#Di4R@4S*0XBX(Ig?VuSrsMP4%<5PRt!GnWIhNz<`z0dVrQJ*;r-pV#)`ziH z)(E%zdpp!N$>*E(zATa@uuBX7RQ$*-e>Sljetuzws$nMYWQ0Ndnk2@Lyw=FkI&?Cf z2M6ixR}pvO+jf>mtDv95dktR>@-f~oU(d!z6xbH(3vhlv{SJ^{74`Z7@-Jyun+hJ4 z>u*riHr4G#|KbQUX=AY-GFie$-HN+rX zjppA4R!(bCi_$;BKwN*4N}IShY6VA4&Vb!Ac`V|IsKUwVyqKF{Mm6_tIi)n57z z6}3>e-(Y7xwf)NK-TWzr>83a?!>@8$H<5prRh1d^b%!WR$eS*D=Ax4Z5Q(!R6LIr9 z6~r}xUe`zaaH3o__a|9j>7g= z88Z|YgXpLQ{Fe{X%@|yqWTU)4y|)`$zDZRrGOP*>6Uus1l8Z!uJ?h z357CRccY(cweL!cacA@tJs#s)gjB--0#Ao>Z#q*);dz8-N{^!@=bHZrzL~)cCxn#x`Gwm6a)08;(D<(cCP)wY`@Niya{L%bEi8kd|iq!?mD@mWlay{#D~gT+49Lj2m}o zmZST7Jbzm~n5%ELCAN7&b9iT-w zBYn)D9`Ifv)8ZWVgK%pgjuKEPOu2DCbY-#qLU*swX)dT-RMEbok^XY(oIG5|^3Uq+ zUGnvc_+OB@*|3*g&b}n(!EpbaS}K?ceuUuT)b*KX{diCt$FZV)NW~iIwYUTO7bD#S zxsB>xOI9lIWVBa1i~d@chdTZP{|@142y2J2Geairf!l6uZNcrQax06tW~y}ESb9^W zm8l@Es12|55i+0E}G*ui}>SQ z*+4O@#z1@uJq2F{jrbC8Ch~CzOHKVPY(=ty?KMWfP4+hRs16L4L;gXL_chY1B8@wI z^J6JKSzk%{_sib64sa#@)?uszkK;<%!fHzs3f#%}-$a{-{!*$BIn;#0xZ1#W6|v30 zTAYJ=T?Rbkl^;a%9@MrQV~pRA!>+qryN8-S!^~5->#k>fvb~Jou_w)+w6%agFF>s- zPcG2%0WrQqH>;riC!AjLYP^4{q|fJ6v6e@1CaZ-xD9%rgPR>PfXV_^viM<~F#7bQV zp5a3ZQ7_T9l#25uCT6HQnN_D5JSl0OI!7lD(?s^cuI(w>Pu%hH4K@6#iroz1=6JtWuHK5z=T(t@ zj>n!O`^*=$#9A5pXLvf)e7y@kbtvsx_{4qa)gT#n*L^S6QP7*GR(7%qs%5-w*gg+| zBKq|;dTMjq7M7nE-76x=YrH>HqBw6`koV`_S)VC)$Q8HCq&Qc5o?S_VhTQ%SY31w`$+l!sv6&(wI5Wjt+2RR z4#jnxTcLRi7Dr&=4chGM(MuwX_obPsIWM%9``LoAe028}PP+5%falF!DG`sPS1&Cca)tR*}bK(^rl?XmzyNy!@>9yS4DLNlbC2SalftU ze*?mCes79MN2z@m;r5+lr$s-C-j+jY3O}lf`wpnQ49lU^@E&yIbL_Zcu$o$bC$)|? zRz04U_Db9p6f3XBMt&SG@6-Mq7}n%}D;jUk+gDj>DGy%uO02q{;NM(v7dOHQ_%HM7 zhbr9DTC7wHGP0SA{6g_97nk%H^NL{EbTbl1kMyxq8a1 z>cy2712EiBZFtfAlm}ApVeKP!U!dITX8+e^)es8Fhl#&Lb)EV2J5k2AG@9uP)*LM3SIP!Ya>d)Fz#kdqg`BkztF5zNal4_0p6g?i_oerKlehn zTe6#U(FneiKyzD*fJ(B5?d2H`(aCjamCgC}qUkQ@mS> zk+mK@2KfpsJw-L^q5FVU{L9o9S2!M$*RRR3O8mJ>+neRVt&ms7xI}9NSc6Gg*#nYX|Xb08i7hRaDP!+4+k$ zdPD4Iah4X{PpbMS+CD^4u|inE(>M?OjW+Mm!AQ?e>D$BT@9?px$g)5nCEIb0PYN}+ zg88~JZ#UwiADv{P!i;8;Mle08S4sBP%eT969iIg5=3QK|cT%g(G}cvZOQ)(HlYy%t z6QBF85kq_;@C}P+w2vJYip#gv5Xq~?)TON=up176r|D}O-)nljL4M?Oq`pX}Q)+jL z`Wgx!!ZjDt=t<0@ndwdTg7T9 z)AGUl3GM#2Hu!@5LR1*{>Luv12bIQE^>O#`A9AZCto9jkF#T79MO+I$l}-lApt!d- zc7s@%tWW3U$VJ@sq1ydoE2y3vqq2rPj@{i#;rohX?TlB-k*dimdPJ{dthAStQ~9(8 z%b%*c@o7ghW6yAWB+dQ}oj5licTVK6mWfZNf56x*dOTrHSz40F93;CNxHeHpqv4=(MK2}fO7BKfcX;qld;}^|5tElv>+LO&F z6(GG?q!-1wh8N{{^bk%;sB53HkXbfl(<82P&nEWjux-n?onE;N)!6kX_6M3lFLPzy z4xDYrZ!sEw4d=yq{k8uu`q}4sb9gnucYIEs219$;-cMEE!6Pd@eF*0S6yG((h#w`{R}0MY5jF8?ZBg_anvAQHG9GzsJdwxIca& zm0yz0AHq5p7J9?Ik+=prvK=qW#2)7l0ubXKv@m-uSU(C%`vMeDLoW^(Z8WwU28QF*BSLwu{**b z_F;&f?s8#olN|lXXq)KpY4+yI=3`bJZ>knsVAe_1Jj&`WNM53nbi5kC$J)5gDu-@@ zTOGX`VmkIgi@kKpiso?|S(?n9CL%2lm9|>0;Z0@?#a=*p+26@6dP4nR{eu+>QPk#BYPplTi2&#^1}Y*pKcA3+W*iSEFr~ z>-UI%GFIXa#A`*=MJC^@S3YrMW1*B4!C>=lI=1%9om=EvUeWvs!5?5X8gp?^+e32r zR?n7Dd`29_O8Q%flr{2kRzAd7T%l9R+!fc$#x5`ojq?%Dqea{=mzoc89xe85Y!2-e zGH;fC<7w!sv9g;N8YGoc8IvDFr#T&8&u$4-BCgMA>`|O6C{LH4ss6$8&HCqoLgYja z${yrMA1j(Geiw(_7<0@%Gji@-pcHom#pevMwvW#&hlnF;e4G{NP7}}R`xNcf z@HiuM;<}7%GPDpq#SSb>u^#t&$Nj>es}dX8%mlel;MT?ngVer3Sja#nM=_QLccuCD zJtmIP&O8+=_GtJ_yYsM%&*(m5tu+f1SnG}ZQ%0JeTy4}opj_+tvhI6NB*==R*C^C(*VY)Xl}EW?IUP#tDX|zl9)kBK zjIC4^;%rKN8S)DcYWTg}|3WO4r`>dXPbXiNYx^GD3qkZrelDQ>T{t+5<6!K(Iu`d> z#~JZQptHc*=O*@^h0HR3d`K~IUEeu)T%w|D={W8?d(zl(KXPf=9`}8JOeKHN=a&?J z0mfBnu^c?Ep|HIkU!%VLYRz63qSIBNW-9d*zWs@VxL^5aUeAN>Ad&wF)40DN6NYoB zLa)Q9lUgv_qsf>kX*RBDeVCON)B4*p`5x?`JiilOwP~~^?M8027hx?~9Bbam*y~Nr zBX}3PuI@6Ejpz3dGAZsq8^^nC*xEu(ufTPUI6k7URro0fkujpb4EGN_s>qvV{=So} z5cjeCu&jQIrTQX`eZ|(WUrxquluc);sgpW1MV|-gayvyoLRG)8^#`@jrrddae3%sz4LVtaj3%9knPo-8*? zS`B_gWi70*WB2-=9=oiqqKvpRy{Q`UikdV;gu5L%C41AWwGUJ3bJmcLYP|w>Ir-cgSKDDdmKNfg zqF8^YgInyN7N1+4l6`0BwKRTWccA4){!)u>X6=Jmt*@3fOU@sG%vQWr!t`)?7%PZ$ zFn@+NQqs{2{QOoXwS>`cGUX9otrYbTKD{e9ew2~fseG?@sx$P@tCDY}qm8V^OgKue zR>V$1L^tYpLe{O9Pj~WvjoglP`!v2ak$Jt%IM3lB_HMh0l{Ds&*C2Gi5mw5M_pK}E z;PV$p^7G&rD>ePZeQMcM@{L&ig)b+0(Vtr4Q}=%Sn1R>W*YPS}8$&OMz|oX|@} zyQ?VuFIfGp&!7BEf$g*Mwk>>Lr+~lJhPYBEuC7>a4*Wxoz6#|o(2h@2;yUpgt=wv{ zdLC!vu(nfl56YxUj$CH(T9`bnO-IVjF4B{Wj69-^46^fXVK zX)Kh5;Z15_9%$y$cO=it$h&^VxE=2eq4_f9Eu@6_wDDs-W~)uL)P$G$`70a0(nL+( zUrXynMf9cG^OfhpR7dkccoKKO43m%dQps|dPL^-?LFzY^a0xczI{C@+y0X<}MXg8B zOF@b`1-1Ls*?errUNQr5KT|Gj)+bg<=Zw7o_MeFLb7&2K#NQY`Cb~FN(bTFU?wNSS zc;#hs?4(-Ds5@Zxhj~4&_1U3soD(fUMQI^>7^889YI!ohny9{?YEzu&afeG8wJy#> z7r<-_yv4m@1F3ne3eZo4_rWc84oss~#ons>^czSK<0z+~df6L3HS}s=w1+97fLI1X zVhMexri#Xn#1&G5lQry$ysb?ib)g=264g?9URJ>h$)lU7a6EgDXt4`dRn5n5LubCs z{mRc56j=oRu{T=^=*9I4vF~QQm)oOtTnSVHUNJN0ppE{pTq2r!RFg|2w^Q6`p8P}~ zv8(Sj5S}ak6?{tN9nox2f5GQFMSDF(-Iv5Uu8Q2t;zw|g&*zq^o9DcKzbNX#?J18g z(qwa$V!rIWR~%y~Z-mwrsW2^nZcxW=pt^0Izb22j!?7EWn~H1)pKsw=MK$C+4@&c- zKmW$c@b{@@DAhf!(pJFVOdh{&eesre90ksUCJWO>SET@yu#yQqwSI5^x7gq+BH_E3Ns7e!; zRpX7K8KO_z&7E2;%L4g?>hO-X<)B@gVjqF?b{W+O*Ku9X3vz9}#VcI-&J75-mAeLQXL_Gl^}C&PFLHFsA@+w!HpOpVGkSLUpe zMOUD;ORK6-9cP5t&%c@93osW~`fv02EuNfYGp?14y}Pp-F&pm>((^Msdq>_q%(D_= zjGY?doohFd#5F93`TQhQ-sNdr;ZhRMEmibC>A5w;`r~^nHfHM`cZ|mlM1Nyxl-$Zi z9apqTq4LJs@C{aSVl;N|&P5Zk7uzvC?x+8_BW|0>1{<@Cs-DO5Tlkt?4XI;{8?jZ@ zh$D^unI3Va)gD$h@Z|@39FUxU4zctUhEqebhN!oim3tVsBi;(h(AnyGHE7+*b}d#@ zi*+vV`@m*jGTUPhlh|FaB8=iH*h>(}&YPRfW^t`R!zp*mG(Jn?f$Yxws7w1J+s(#n`y&hfzD6ln6 z*P@41xb4F07gXwIMtFebzUt8gN_bd2^|Z~YddD6^3A!I){IQN)Z`{T#Z^L;7_2B|W z8t|hN>+$({eAh#~%WSLWJR`?r#hg&9inDt!4aAjgzd+)gNIUXt1vZ9xNA{gejXP4> z^Z7JQjg)_jaFwbc4A1%a&hM+c+l`?}{E}zqKA4 z)XUhH?QtA5w|47bpTc<=#&0SC=_)4S#77KkKyx?2m!u1id?&fj_3mVe0)R zwW%rJ>%ij;wcx2_MidhJbuewm-yw1$2QMc2{@>P-V*h_?={OrV2FlzobVhj>()$DP?4ERQ=wyAR%4!C@UHuhDiX z-0r4_OZtw0?RaDU=MJ^vv{)MRai!pSGezuxL@@KV_#O$W527%<-uCox$0R1NFI@W_d#{PbxQ2>9N%dX z?=&{ZhUv-J8p)W_kdA9$<8G#(RkEKP>yL@9`aLDWp<c{ykqgZL7Q*j+1Kc?!%Y)NMU2mh`7?@ofwk9FqpIp#Jr!x3@h($9+~51O z46nuK;c$r^Z!%yZc2)Qcx^Ejb?%{7wS#ghWe3!!tYHX#Z<-_M$N{h1x<)FV3x@Tb2 zf%U6Y^SVr%V7;+Ws}j`oq;_$&aGXQC8Q(p%XveSE*)^@v-lpX$es{&lLQxHqy)PMk zuF+=lste_fu~Mo_*RkLAQWb3vpL&|J;@r`3DDZAAD9-jC4a zk38L|XWW;z3PRbey?Vj+10Khotw(sbiMO5A?8Z3!9Ik6wcv+sswR;~?V`tvSry$*- z)RKl`KaJEfJRdKk=O}EX7wH99e@mG?DK+-2jx|L=mF5EGZpC=KS30BLi~1eM>x)!X z93Ib!<{L4@S)s#@929kTO71KJ%TmGjX7ToP5-Z~C)ugiGEJ9C3VY*p9M<(aeB6g*V zeF9=9x;!w8v$S!ab?jv@PNjH&vZlzusGn=q$7i9}(9Ez>R>k)UJm$5y`tENGenD%o zhhpsYK8)}6cvKi}$5q3WR$H;3{~+GR{nYJQDgm+dv>$t>T%nLS{}G=LrQ=()nWIJx zz;ZvDyB@L&>G7&{LG0x}$NK6bUv_xCrRNh_8bR-I#X?`~Eu*JCp8W;0de)5tspd&B z9M^IxuH)NzZdbXVmfeHY&2^%A4=Y8DJ4%)PnqP;I<wSeq)RZs=-)j zo>TpX!EiIh#QD-YMSP3~%3C$Yo+CX)ANRxFsMQWtG6$r3$*w_a?+TICkwr7baJ$@n zm#$ly8MeYE)_)h+&QEVul$ArPRfOk6+rp9G_#9Vx=JNkEW@@X&yD4!e%Q64{?j1+$ z91!1aww=aGiRxPzv{Nm58fP0`=Blk%=-_}g%Q!K`xv3`5%L}0f=Cin>XONolAnrO) zTOJx}f{Fg}{9AZr)_aFM=?bZ+XTwDk>x*-EKW&C=;-?~9W1rmf>i%H1PZ_B#3n?-5 zA#MHzjW%NFWX$Pw9lHo$ps6x&{!Z1aA-7tw_`31GW2qbkyv$x)KamNpu|IrEI*$7* z)(v`DcE>Y`^}!m{oN(SaR8s2`P&=5*VDibnBPfhhal8b zpX|nbk)N^8#0=PPkOM^_-4br^Loi}(LwmJ&9@jX0rp4p?}A}F8|5*c_M$7Z~fVh>rFSq{z;F&qsmiWxuRbQI_rt4FTFZ~ zmg8QmRz`|F&`xL@do!0yBG-=}?Wmxt_|H?z<1}@bTa@{psT;S<}P}ahzsuGTsfUPf2L) zknvOa`kT>zf=1jWcNeT$CVlu2R%1O%55Z@lQ;L;cbeRRyHH_VgrC|_X57~D3>_cs_ zJ6^nRjBj6xGs|&5T)Zb}$!cpVss`Kp{j}zFb@;}&96TY@Tk*0M+Z(Zd0*bMpb$a8R z7tgzpOiwGJo%ghlYl+i~qY0(OH6zCynJQP#BqJOTlX19hBK~J+Fom(_VemnbEy71< zdGHvu6jo!`ia)Q~@C(jo%DT96D6U!VPM>K-bREyGsGN8C`4--zXnnm5Zz)%@;$xs{ zF;$!eY3dXm#}z#B?Hh4V(r6>UM5D3q{W=+OMW#$qiAH<1y4h+jHcO~nAM&iZah^~G z_N!m9rn;F&xyEICnVBh})pL1sm`4s|lpzoAvt2nEh(O z0dvI;wLObj?lPYeI2kWTs<0F9o4OPi1+7h<#jD*i*cX!7g$V55%En0H}Llu zv@1g8ei1f@aePzHJo9H|)oG!2flLRUKZT#Aboj7{n>ojEow+;qEYHQO$BdK`9)(o+ z`$YW%+YMMRBDUD+X1Yv?eURQ1$whtM)jr;T-iXcH;P5%?d-RFV2IA`9Sn0;D0te)L zd~@6*6xf&gXPK8r`k5vFW*adry=^tCPE|LyYV$mv4?uqo^}cHC?PA}rb`>>#d=uK+ zG@4xuEhza}I+#Sq$1q-$erJiake^pDT$y?{sK=@K+7wc;qt8q$!DZHDTg9*(kLP&a zR|UBqw=eN+hS4vnF7NUnzPaoTzC8lNyJdOY$NvPJkBDy%FR~cxI|#;}9dV^WaX#Lt zc5d+cF*W)Y+ODp$FXZ0`M!S_Kj~TIth)>Fhk$g0>TMPKCq>Sof7NapnCYW9L*O;>xCFc#VB(UWP}Um&`zSaVDfEHO0M6@g0BhZ5FH9 zh&|z>YE)H8%d-+H{mZ+9hV(y#f_GWfoRW!WdAU{%|BVL6Q_ccP_*I(|ypD`)%-SoW zi|g&Hi|b3Oi1!Nd&7$!hH@+!rJbi!X*^~4UR}akQ-QwiTGl~!Q^JFreyanqtP^>~{ z1H~BMJ5`WIXX(G%YsL8ycgp0E_m5(&BR>aILEJZYk>=z6fk!>hL&tIIJ%XR8vM+yMi>}9x&zs=RidMxF0q!<6< z+oCc<^mlmoU@NUGxWeDl`j3ZveAiD#(G;Pw7xZZbrEzlOb$NGCMEA+11U4U|jc@6z zKTBK95sP6I^`JE5E~=tiXzh6s$6aFaT^JGl_cH$$9(^Dm;y$rSWpLr$3Tk2m-^wl9c4nOC__La7UX*IsxVT5+8^uAf_qvh$de9wvf zYxIu!?*uKz4)80@$Av_-PV5uSuj|-(+20SfxDSqLS?VhGg4EVZ+t_oi4GbT_^)@k1 zriw>kkV_7|MIG_&wNK#XDHx!A=i@0Y&&c_O@b4tLW^hdf znUSJw!E&rHu7PxXFVSLI758Yyw>?yqbGxWLu1=~BnHPBVGK;YTN8By9l4ozz$lLlg zQ}JUT(x~V$x7`BW^;%p*+wq-5@fmahQO0K$H^QQlw$s?l$+Kx%#5c$c)cYn}^rW9S zk1!N^N8lLWjqr&&ebA9ui9CkGG(5jkyasHXkM!^D2gR zi!AQI>V~Qqy}HXC2I2)A_5$m`QC%sppuAbB>*iqNroc!16ja-t+en zHtu8nEuO_Ee{tVKM~dBUN?z^Orvyujx8}lcOHVzIY)YVI#A5;Z%8zH`# z>@yz3&Oq@w%mw*8i!bq=KFf?zSuI>8^KBhNGq-!aXtKV3EZ*3^t1ZlC zsOp#0!XBzte7D$GIh$I3d@0&4diGLz4^zYMTD;(B+zX$Vm(@fOpBOB~RcoHc_h!f4 zJhgE#S`NnbfAJ1FtDM^*qS#6DV}Dl}qZ@_Aw~?pC${w|AI&{wB;V?bKwHW#2#%A+w zeCOj8-Yre8hT?2^8j*D2bAR*bd6nY^K9{1uC-{90<;BkB&l-OrO?1(7p5sxQ;;QO( z#yF18eSGR`t@xFQX3*>!R`TL5?l2yWy|{m+0d8ae=-7YoKUetgVZSZq4%a5WrFyx! zA{C4q7$L5rO{;o*A(kIhg*)V7eXTa~;vyt|kx%hWsyE;!_QpL1sSL2JqkpVKa+*D6 z@hk42k39i$)8;8CoRrDyWz$-@T8h0!eunUOnN{#psz=nP_-3w#`ou08X(1f@5?+8x zQEbIsf?eU+5YId1+;j-WHLq<{pCxoXmk05Qb0{jlQ#&eHT-nn}WY=lA$5?H7b+2~U zt1A<!lt5yIOjq@|wE z@v9T{=Vfat9FDVF8mAMD{FV`0W4D{QpA^BTYS0ikBw*44Z?#o}!H}w`-6W&MwRQ1% zRX-fxLh+U5!zPtuq>;Bkd$uh9LKejt+aD<*zU?aB1;_V4eW-?>rRLw|z}GZC!N@~l zT@gor^RpsuKUFs#Gje(U+^%PQmfw`UPt~{T{OO9J`Fszqvp^(v1udhZ#G4~vCBoChA8pJsF)(18TnHZmr_cu@8 zDe8)%`jEyyrMS4u>T8I{w;6RXm&NrnefSuAC$`ff_O|@P*v-5vZYnGOQfm(LvyjaE zRW&@3 z3fo1+K8a3lq>9Z(h`r3-#X{7AiM-0iYCf;MOwsX4*C%R48!_g>*&eg!OS11*$`}Q^ z<;MC%KE-zs)?hVe|HqR&#`pU@L|^euY@DQeJp`#`Fg!|E#hhh`Z}3co*M&xzW;T0<)z}d( z9p>Zvzc#Uw(=0oghf`(qDw=Ex`|SL^Ms16o0`^}}BAG_7BSjWFBEO{8#diZA^gO=hVj5NE5yecn z#V!qbVY*FpaW{7COL)O3`MnZ5!p3!Hab4145yXDTJ(IceNwQLvqqhfGd51@BAz8_z z#Tc5w`e*8Gu(rwXmb4IiEA`j+0vtQCm08}zeWFY7e;Q{Q^nH!JcqiYSjSjqhL!144 zIVv|!i9UAw-UjQMqA5oeKO}Qv;{VOkoq+9BeQf{_Q7S|lL?tDuB%(=%qC$}&86qW8 zDM=bkg;F$#B&AWMh*C75qKqk$LWT&9NRp^DT;K10|KH`p`#xt6Yu)Q!YoF(wz1PCE z-SE7j0NKt~jHZ0+M!u3$&Bycb>?h4P+YT$t|1t|U)4sj<_n%LiLo!cj zDza0#|L4Q+evYK|#f+R(8VU0gp`LsMw~7dpjF)_9E6sK!J(|G(UvV<$v9rG_6$-vK zRvBYIEutUK1}C#>2Nv9y?YpsWBM2^Hy|c{xd%@jTzD10Jd{I_z#1o$+`PC433&$QO z+bDK^nJmxo`yyh+0$zWLIlJ+|8{ILVWcP z59l!yN3vsQl=#)$XpKdn3M4xgC%!Y*v#hjT4C^Mc^fU5M;~e4No%-in#c%9!jn?zE z$v(b6aO)4_&a)Qf$=dDKwY*3Fm=5j4^i8m;AVM8X+WWh9XIee&Pjdd0 zp#3JFBtP<(9jM(&jJeIPZRE`Y^!`V}dVYa3r5fgkr{ ze|AH>NVhZSmE2T0vr>)b=fm+VpO=Be78cov&!38C*~eB_WUK|ZVn*&wuPv-U+=yFQ z_6N3}0*?c+@jGbs#Pdls+i0dd)6TQ_ur^j$1DBmXOTDuCG^>J9ljxi8ofWPB|3Tqw zG8Bb-2fCKS(dXSKB?H}ZXyjev1z6tI)#+v`ZH}7mLTa&Zo(xy=_fGNc7oXkW#;VQV7 z(Bdv~U%{)ZVCB>Ny{H&7-F%O+(JHJv!M}GwKl=fC=v70T6};{#UN8?{mqR{#?w@t# zR;yGYvy@=bb>hfEmi&VpiBH97o($v3;*&kB`?yof$c}{)4u|^wl zC=`x0Zz_9a6-#ET1F^on`M-5fdYq{7fos!PV+8+NDz4oPw>~twjjneXudVyGP58PD zR=K0EkMC=6_zDsx7t%vkn!Hg?W%A*0%W2M)yyQ7^BSAUCh~(TsQ+-ch zi|244mb#Cfl4U1*_#0{Q4HQm+&GqK~n)e)Jmc61w^5k7%w)1%BAzG$x@)$E;PSfmJ zd!HQ11(eFJ8?CBu^O6l%w1-8v@vH1escv1J?@F>mj9`T`_*H*D=YG2@J?D|93)zN< zyQ%V-+KaD}XfUs6L58|$r&+?mxo1pI{r3KTuu6!Vpbw} z@_Vf%_idy}2Fq#?dC=e2pz)Vca{6O5Z!Lv=_dxPfyh&EVR5`wnW?M1&Go!_8lPk5V zsI-?44TDHiNY>;h2h#W^SlkA~x}>V3$FaOHr+KSdk)GgnIRpC`JEa0`&OThn_xqA| z1RY-{aWc=85LHfPxxabNK5(5V^6ux3=OH5vFkWh}JPP?!Ty4nCuVcgcc>B0$I)FU8 zAux{2ALvs?+ZRZ@SlrwTiPPzroW~9QzJ%XY#qblz-^-sJFh2_4SHdS*fY;KjmZ)?L zbW$JWZVcQX4x?D$2&-)|eC{bW6eD8?GbZOQgsbbgi%`a$zzxXX?Iq$2VOc-@Tli`>Z{XrBJA zY)GKcl? zdrQCl0-Nu}%Txp_2EPW-N-fq3qS3E>m;5nR!JiTTw(!SiV0}ESk{e(KhQEciM~O1i%ypqrFQY>% zh&R+P?`E?9aW9X$7|U|LBUN74`|Ke4++nmW)|TY6+2r#x$TFn!#qNWxkH|iMQEPw+DhZ zn717sj>5v@_`=Cz)pXJKVzFtx_?c5rGtBoRA06##G88?A4|(b~k`$l7X$Ogp$B*pJ zZlh=3*kvbZ12eQDea^(qa^)aw&Mu%q1-45D+0V@1-Sw_Um~Ols?C>VfKb*z$E;jr4 zE^&|dgSp>kt06pZ4!?f_nt3yv%7p95bgMXc0;KXLE*TYv`TM&0c4^-ko;|SOO5<(j z5&z&!8<8NpAgk+@X9=s>^$b3}S?o%sroCDhDX?UA3m@r9J65aD;@OiiNsM`w_b+6n z3UEFVLaX`cNhCa4&&x?TpHFQi^SuSp;1toQL_zN2@kg=! z7-%ej*%o%XgG{MySf5=>@`6{aPdDE$6#hQ%Tm-_{j~q4?Wwu zzE>n(q3X%{Jjx;@$?4SGWSFt9w zbF(8pXM{KDeT10)m8+>c`jP){H2%-n__3?0T)IKj{=nSjA(xs`CtEX8VPFXjH__@% zKJ%Yw(1e|iWY5=l%zfUX--(B*Sb8cxw)V+vE$ia{ z(`Ii)^S9iGt)TgT5E&w#{EyY&>s6laB}jg^KBXa@x-rS+|tvPoz5 z&pw4ZuI^>E><#@J{~jS_Cn#Pk##A9uSv`LjXLCw5wJuxn)2ua1F}WixHy9&TE&I~z zGjZZ*sJ_J~R`8QCbSXp1?5Hit$MQs?D|=l+=HwEdOwtY_dtH&JGR>Dmtby^{h+313 zTb}kMF*`dA-!c1KGL^)V?D#CC#n1RL#p<=yZ>MSVmOlMS(HqmU<2m;X8|n84>+faz zi}}cRG`No*$$6X{g2`w3l{nSbEH`8KTYP$d7>?j+Ib}42?31kwGxhwKpQQ@ar>@i& z=W@z6yWvOTZQka#BrH$KP~Yy3MK*Lu<^r^oV+DQ`yB;CxZ`N(QucY~8Kk zJMW`3{e=(zNsq-CQUg+j#HoA}Nrl|iyg54y@`isXzkQfi$#e1%J6un?NAU7^Xe7hv z?PTAA`D?L!jsB_KQHOQfu|w`ldXerKUc4GkFJOH;96G+>p5SX5_2m`!)3OVWOd&~E zJnX^ivqNa9>udF!rPWAtW)HxvFfD4_Q?V%btpAG2H?hox{(lv!Q^e@JnP^Ym$Fb)< zNTnjinf&PqqYZ?0vI!ha+V`!Q*`0cPf%N~8{ylmp>r*O@PT=t?=-L1m_pnPBTsp`o zgL&A$*qnU;XY%bvtdeXaC(_~#W8X^qROp(|uZF;QGo9Zy&lmjSQ&uV>n(SxH&2YX; z>rchxQ`vhq3uRYtB^Er5c6ac%ntJUP6KC*+(^;sjzsbbA1SgY2?GO6qr2PJ@)Skr2 z8oU(a2gBwVvh6a{2xC>m{kKJ)RKfgGyD!Xt1Uzcf@O1r?4dHG+G7Q#Zp|qbFZWT)& zH{TVsn5Wl;nArS z2c9GK!@T`pY^`nfJcoE*?E1pr zgyW^)k$m#a+*@{m*vUrh=C|ZJ%=xlYNc}9VZ`P^orOg}5G7x@EyS~u5 z7;}HY-+hgn?{moo-xa1s>6h=kH;EP{Sts8bk}LmaJemK7p;r9FCKuE%~*eb9+Em- zb)fa3xyqCL3iu^g=tr3SDhvK7S{}!~FPiatGky!pR69S6ExyOda^%WcwGuo&&tRJQ z{ciZr#fYOqvyotX4cuC z6?f8M6lSWEa$>D54U4hdVjRB~euuJp zJIt+u_ivkbR{?`t&~dG?Z?_UO#J5>SJ>2X=d1>C)e9hlKwHoZgmVBFhN<0~B{DuC0 z4aNOMm?fmYl@~rvmlZIsELwbHwmi?e8Xn2}{Tz#Ig2?`2R2_&t&tKnxYVt>Xga@;% zM`c`JZ@!*dbfQ^mgWg2X3)p7?i;QQT?9|AK)O~QdC%;= zlP7r3lJo~&eu{bThxk<3bFp+I-{6Dqh!~EVJ3WC@BU)^F;qrkebi7*cRBYZPHgqTR%Pce0N>_+}MX@*M=Z`V!CUI^e#BU_gU_4lXU)PfJX3^pm z+{ib+>}{EhZ>a*gO}{6#&Az)n*nTc;&*j;LSpR43iqgNRSh5;-JFrr6Hgz;s&T*&m z$Pvc5%$4j8Sk8i}fBGw#>Of!+{3~gbQ&_u1=j8mJ0gGRt-U!E%Whb?%8ILi&GiN(D~U_j8-1vm zUluKDLh+=6nOi|}BkhtSKHuX%v@Q%Y=GEAC4@OPF)+r>KMv^+@_=hF)KIAM?72^F> zNp>V(ZAZ`FS?oQy4s_*l=-sV-@*MBL*!jHWVYu$G7S%FS>PdV-o)74B5~=g%aS%%u z!qW;O!68DRv#nS+lles>7ZXqR^78jFcC^?%A0vADGLfit-@<Zd19&h79>W7VmU3U5=6IpM( zNM6JFeydmzhs*lybn>)@W%3`~>(5D$uIAtI*qn-6%V4xq@0@`=lTPi7aXkP1%G_7+ zzcY=uodv!&&k*C@r*EuHT zcnDc8r$O@7y=9%91J!rwayBkb;X^xJ`wjOSu-hg*mYFG)yRt9-H#mIc&pvc*!%KTX zA?LgH7O*RMO=tS#eUkhH<@>E+$#|C&1j+l@UaPP4K8;UpFiR2orP}QREAvm7miJZX z(5KNxFcBf^u}@Z*SJ`T-Ysua+hh=l- zpe{eE3DIQXDgvPntlJ86uJQA==KEgMn@Os#Y0?f~-r+&}W7T9=S7G<{Bzb`c&c@oT z05_8IW!Fz*$I2o|Df(T?_w&SMBpeITeLd95v0iFMWcU01wBJONDo;5AggM zGDGyOj9Wii&j-W3pSUxawmGGF8lJ_1Sw(;0(>;B%3&MS2b^u;|#xs8x%?>5W+bs18 z3D?oGEzFa_IvKd@@tA$!n>38XocY zLoCS2ndIcy1I2;Xk+1o}XMEvlqy2&Bld)%izIPOzQ%fdKOFGkjKYi!2${A+s=Sp#G z`GfzAHOeVs&&@u+Srq#Xn(at?p?ihdSaZFYmR+P5u<*68xKqDW#9T?9%50S!CoTE> zapq1|r8f(n+oY!QE9N>~TsfoQ+0g3{f2zQSn|NAk113-6PAhp=eJ{hA|Ez(N*uDdu zF2dr|%+r^>j-pXAvV2V2XJC3MzdM)RJ~z__mM@N#owRz2T{^oLD2k6OVV?KHsRWxm zU^#Q2^Bg%@T)}TmAebx#sZ5(Z%`egIcrxW3=E-76PN44AZaIHXUhuYB9!O^0f6hKaa(&bNpPAwR4Vl4$c20-9hF&2D9Ha z{|%UwvnAWHaS$B}lVLst-y>mmesm$-biVisrauMKJR{EOpk>Cd&6DpZRe$Y%gUoeo zwglGMasCf$=A1!xk0+~S>f=-wk&=VGhd6ZzOP&n9+$rRldvf$QBTETB(w{dclCFm4 zMmT)L?g!AO6&#ww>N2tJ54fj7_|y2i#aPLEwa7|89XI;9x&sb>X}=3QlaX#ZtNl#M zZT$KGY|b9N%_N>co8%NMZ)M3l%2p)!#g*I1k-M5Ju(vAw z%8HeX`N=WxScQ{E_+%~1<{o)& zF5<^e^qc8=p3#+Kn~w@cu3Gd;@lx#WlI#1dOYjSc*76bs)XlJ%zVgLrcltLy`*n=s~T^Ik6=*JtZu zkgSbMc^==8p3m{2JX?7k152^{1`J5vyz$0QKBwNSl6|Z7vHT^YUS-WH3!M#Qev6;I z2(j(fiQ{nZ3Jh(ceNl20gGurzoC3pFS)n#W=Bf z;ddc^+{?P_u;zCw&_L`?<+0r9rcQM3KbM>3Fh~uDa5CRLj$OUP;SsK9cUU>Lc$oC_ zaWvV(yTUHn5$%hz!~!!MLiesb zcrHF}_VX@QOoiR#w)|3@c}LsIK20XH`9AprfA?k8X>9qYShpB6esgU%Epvi2qs*n- zzv6wqYc@914Scg0q`xKS(Z*as&p+5B`}}IMatEtVYQJseO_jx^6G-_T?3S_YZ+GLkXIuiry!s8rv8!1+N3xg91ynP2Odt>)L z=1;Dtzt}8U)Ykj?4}Mtz8y_+DKbSsQY@1tfe{hkxi?K;onO>seP5wNIYsrfAIbQ!` zwu{B8Ef8u{z|wqs-frC2&G)gstznaA`N>Ab zSMpUg76S%~*~!FE-0TfSlEzq?+KsQ{^;x`Nf8(?uL+)D3W7UnkqLwj}-{=(#zXJlv zb@i`4VZ(3kw(3IWLUw$JWp9OEW=mb9<}@qIZ<95629Bk+)rBzr84^eF{$zZ70RPvL zG= z;a1!_Q4AN?vhQYiJVmZ#U&^koeAB6gX|;UXh;2_4xvnyMzS}=mu=*c}&3RUldXuSV z6;I9n*_>@!NRQ+HJ1s4e~fF?2eLIwR;a9=~f_4LW1*gBV|1 zR47ib8zEE?XLiu^Iv&wRBuS-}2iRbfR>O^6L7ySwYd`uX=lNc9Z)LUQ7j4cWH(~A? z$n3*DtF83gjIv0CD&xLpy68IC_^C0tuazWws`GxPFE2@zrB-xKuDcm#FV5qayLuh= zUCW9OFJ}yj81Yefoyy|b z`Fjg#vj49PDS!9rToRpS3RR$)Ra1AQa5rJBJA(fTAd=xB~*qDMJ=?#lLs>3Ea1wm6m?3$w*mhvc|P2Jr4y zy_|bFj+9;a?Fk~oucUa6*2!r#lr%?UV+Zp!(*IX1-oZa|=6{=ZwZ!smq^;~)TX;Xr zg2^vbpJyj8d1}AjqVGBW=KS5O`jj$%_9wq%)yVmr>d>8ziP@z-!zg*KG6Ev`-g^+K zb8_%^vmC>A|LS!xv=^{%vIZnq#ZW8I5v)_u*bj;>*_}NAt`oHDj*UBUyQB6m@Pubb za+}ff?Ce}4eZyACJT-;>7rHaZPRoO|NcGCm*q=QI8)2XPCD&=wnsklL_pVV7CT%y^ zb}@5HOg`Ja-#}bW?Witny9N4EHt zAX#biJ?qaGq{#cYC-7%7dzWSB?7QmfdQOJrtX~@*-ciHI5Tm1k#(>oe7|+2I*rzf`_06m)MUy#pJLjl zZs22>GM7E)@sU)RY#<8!Yh`(X=Go;l0aH>fWH?;kr~L?8eSq)hVodU^-^n63lHzQr zY{dEsuzij;oy6@tKi#3%Mhxn0C)He=UQPpz<8s3xLTNYAB!d* za`r)_-p67%WT))|u>O(kIZLudj6R(#(=cs=(Jsfw75Mb9Kf}oUs_2tl*lWpIuHX(o zxkuk8(?(jP^690n<&D(@lAQ;?Yw7ixi0~EfFNZNTe0GGjwJ-@Lx%ZlZgUQI7Y=MK} zJdovHpv`)*uOb|?8*vPD58~PJ&;~3p$}B}$d$_TaE3PZwe83Fn^N7a!c7{{x2F%5` zf60<6)LVV)%=z8yVSGkBcm>LJ*|Z)>T0rJ98jLme7TQ*ZYu3{2BwP=LRwP)*HaTT- zt2tWfJJMRe5A+_?^BA!wwZ~tj!+tbgL6+YjkoV97>9Cz%*;Dtf5%P|_3XA1b>vj0{ zAK!b%EMJIolZ=)s5b;h(=x9U5wUpkJ(b;q6;dfZGJ)RwKhd zkgaIWeeiR=S@XVQ7q3}Ku2gL=MVn-}&VHHP$A8cAXKHr{-J9asVY;m=ZDc&Es5E1y|xhR4|bPgcsi zk55F13$>p@(&vqkY6kzgmixS%9!=JdzHnJg#e5?zhnMLoup4zbYdxJj7R5vA{DdQJcOwfxQPV*|AW> z=l?<~@p?Yoe<5vEvg|K9US#ZZ%sN}tNbQfDLpTTyO=-}Bb&ukOe;d7w(X(5qooIEJ zneT)}vitUA_p$8p2dT3EKRaojgm0>V59Qg(+tAP2(}Wf4VgDcGxD9iX!)UE|(1{P_ zyF??`U-73K27WKnl!D5>X3YM&FU9=qdZg2%j$zDe@kshSArHBl*r&k`!k_>3IxEj>H=D>Vii* z$kC5}sUy5d)Vx_N%?_<$F!_U(QeCkrzj=YBj)qKKbDiMs>JF?=y@b5|Oir}3wMY)S z*I2qDOt#Tu2Km>~b%u!c8@A`I__eq^iw_>>ZxxugfYBg~*vWslnzakx%2~}XMAuF% zocr|AI?I%b*h!Z_ArkQ^$ zv05*su!`SRmW4B39`nBO5zt|RXnsLeKh50*ZQq<@PIiA4WF zFnfY_!Xj^QSFzOJ@Vn2vhx3tCy?>AV572loULQ@~JGESjy_brf<>1ku{np`qD!=79 zZ%u8pb2FJ-fAx9t_q|V=;TX1=XMIiPWD0uNEVsZsCpt=NlbQ=Jko|7R= zehBIB;C;)?+0$p)1^y;17eF<6f%9Bs340fVT=wkkqQN@%mxFjrD}FW6EUk=sIvX_< zU2R5-?2w^*k4JGeyp_w z?>buhu64&aiypnj@6KZUJ=mJsl^?Up(^{ljXisuqjJ0{@+7DuljJBTs!}3WU{wNfC!et3xeU%R!FN$2L6z8B+gvm z^HkCPhDBFH`EqPY9)L61bOGMnjo%Bcgv*Vdv0lOH^ROzFS&qh)Yt4Oxo*m5JR~#~LGB_r=Um=7W?Uokr5bwP{^lw1$uPVF zPDjEy7#Cv2m*8<3pS_WlX7G@Y+3bDoo}%#|u(*y+J6QD`v8yOQzL&uCk|6Ya6|FaCR=wyCpmxp7m= zdw)F0KKQb*Jj*D_36&Zdd8?i*d)-8c^5lJ)GFD3JE40z z`C_Z=ySf*SRoH0@M%b{ zn*Szo_6xdQY`lfWpN6}K@Q*!YZ-U#?S-%chug0>n*5b|V^e2m7A}-bSX?BozBu7I% zKgYRK&0B)Br}3~;2vBeU2TqSS&RP^Bv|4(tK&w`!Kc-N&c6o;4Q4r4ux8nl=E{J)AJ7O z&0W`-xRva!+2@*PZ`X=C?^;o2k)a)#U*G}BOj(cphOvImoL!~IQr?(qR?m{=Zdbco zlkO5@Q`Im}Dh6WfO{97Z5~<8yO0?`o?sl-54vF=wmdqR3>wG{#y#GPl8gQ&bk2fLw zCv8X3w<2kJ>6M*xc~^3omANCdN8{{GnDPgYJPRZ9Z8N8@2C!2}-0APPsm7@ydN0)X zE*P997CnMN=h1cw#@=3_^*wBvj1{RJm5MyI&Af@Mc^c7}U53!+Ky7wl zeBKH)1x~5y*%{O47fA7k*=IwzwRrPAB(5k}c~)y*j%Av#*zf$Vy}vtLt%Sip!}LX# zNRImbvG5qW{RWp8#kh&IZ%?jb#{Y?w^;jwQpSQWb&4_Q(=yq`^wSu=nr;iy@+4MZ@ zEoFx7EYp|%x6t|&-qwUy*TvAmT4cw^Y!-aV>TwH8p9GPE{Ct7_pSrdY>NEJ-h2&`9 z=O;0+kZViC)Nf!i4O{a3;|Tw@gWvNQ*_j9Qgvigtp0(Kt3mm6ZTmp}Xly>+IDK7v z8PE2$MjUJW0r+w^G;fAo1-Q<}s_Xdf6@DIBaMv@>xT9F-HSw@0TW`|#6L#Lms(7qu z(TYXRXN8+Y&%Dnc&Fikfpj3R%eNP$sOcWQ^VahC)PLB0^>6f>fqwx1oY@Kf24X{k+ zqU?X&g1ra8^coyZhLTCzyw3_b71_oNc@8p-{(tE?iY!GjCbgbl!ieS2_}2WJXYB82(-7jIByr6@zsXFN{C;4!n?=Nz+W|LI>_!-M`hjhAFo4jSohJUv)9wg}& zRw-%Rqwpi&N%}&64^&f=z8|z(L2m=O@*Q&%^vas85~(Zk%-ea_voNb}h7XK#t5$pQ zXr);5zdemNh#4*1rCzOXDx&3C!sXV|1@zxw_T&@#nTLeEeYHB!%p*k9AsChuhu0ac zu`%;JyBUoKh$Ur6R88-Cus8&VUMi5gk+_+B0#A}685dLQZeJEEjz{I-e;=G~VDCy$ zC=TgfT5o~QWBk1)zxYXnzYweLhh;NT-$I`2Ad!Vv){1d9Icv? zW`yf=$h$+Nd(A!HpX3`zwjbOt*T$3Ev|J{JPWRbS@VraA)RJ3fuIP8Mb|)CKnz)g= z_hH}&67A(DJt5tnB_^2hRwKM3f_=rSH;`mLKWOXzXRg?hjK5o1_I7iPb9E?h$gZl( zVek$7RAA`Iq08#J%hWt4PP| zjZ%y**FgCOjL43gzEh}S9nE_i7Yt)hP7F1f%tU}2~!#OI~Z4>$quaQV`a;p zv%|E`n%LCpe=(MyO_nFDi|1)^Cr=t}!~vKy25QN!S&C-K*U}76l834^3{&0WWL!B7 zKEqfqF=`GSvdZskoc55~3AJMMdlyIc#s0bCL7oKO53@nWtz+J8EPM*4eGKXBZff9q z4ZhY416LX0AoCO#IpYO6Gx8w~&$hN6q)jRxoNLTMn3?)oPiyyw2=tMb$%FVIFMENu zn~k078QF)ticP*F-Dv3i$(PE)Ec-{FD)8u3@yYwg@sLlwiQw! zejPjIiQxj=`Ul^O(DQp9FkXCG%AOPOa(RIlpNq?%VgEj4dku^725Juet!LNmtWsW# zds8&N3s=hF(m2@9E%+963m+P#Y_UeKa@w7WLpkj+la&%*bILrGLc76f7vlQX_7p4sqkAh>dKSt%q5Y0EtFfP2VoWjEr+&u4{3rVa*JDO@Va-O}E(moZvH;L&V8m%I$XW!0Rzcqr)7`E<7uj546W607E9-r`s z5%~5eK9u6~#avCr)tYmh_V>{3bJ434o4$n6|B|;Xy;HHH7c^Gr{~>wa$Bf)D z|3I^QeRi~27m|Le9&JeVyx)S=N^vW7TSmD@2x`9>VK3yCKA*Ab2G zG~O(H{@YkNZMMvP)b%h{;GyejrI)#qIjt)Ojc zxn}>yD5HMKo_P;^8OvUZmwoZLBwUx$@-f^_F83qMSdxDC`RRYv+y26iwzQn+v%kn& z%hhpgu#W$yy7hI&O9kWOA)cz=bNuwFS?ZAJJFSnh*3E)#8`zD+q#oFFp?LI|KEJX0 z6S$atS37xf_O!q1`V&y74$<;{D@xOE_{Edfro4;aNQ#`a`&kSs2aV*~eFTc%nRzN6 zC3Dtpa!lpn*-e@{y**faHNW@;1`qSQ!;QT~gq|ttr;b=MZqy=UB3`O-jKYDO$s8sQ z9qQXs&XJbj?Y|nUJEnaLqZZ;zWuBa!CQJF=cy`Sm*9O+IYbsaWYL23C-y{l-buBfrHd(1AvQ!-?rQ&!otjgQ3uf?`R z!S~>QLV-0>iEa{mUMyZePx30(-~II2Wscg|SC!SWM<7+!R~q*W5?96hibja<6^HHJ zblpyuNvysVeivzTHfz){>Wz4?%+)--Jrk1cpk0y_$+>d`kIzYy>|!~?ikaHxd7t*1 z>op;J7L6XH!|7JIu`HO16?JGcL!7+F&x^#j;xv6g%T#VDM9#-p^b3}`i%qK;r!q?% zE@I7Qu|NGkg?+N`Z>IS>h$g34`39Qx0{nW7j*l6=2DC1O&*_+!oXHQ9^B$4mD%jM< z!U|@rL7s+e^&go(6)BSAXfo;Y+%-AfAI7vQV%a2qnm5Du!LAZ7zXV3f;kk`BpTOd) z{Qnv`?>5d;W_(TCP=1?=D~-gfmoU2l-I7Inp^>NH^)2*V0n6kw9|+^QqFqilq%!G& zP+o>r{oUoXG`Mqm@xf0GuerPP)Mb2hI$zIKG}Y&EW_oz&s_n}nnI_e8o)gluZP6=B!o{of8A)kqNp|74MC z&3pozH6qI+#!BXq)DBI}ku$9Yz4aOkl}&6s)V*#e@+3p|Ga_a(f(*p#pJ0*af$y+e zC00nruc;!<^L#b$<{vWZH{`8vtmHYl*c$gY9Dg?2o7$z$9B$`8nNtQjt)T@g`XyZNWGSx=faaPLx&@BCu)El|kW?Gi>z zow~R6ev71C$lQu94UAoaM{Tiw=Bemr3`$<~gGrTa#Mv93-T8H(u$SgP8Ep$rF2jVp zk-Ub@k|i(q?4OY#@2R@LZJtqw;?Z+hmRgrJ`D^L|UczfWH2#s8(w0?AVn{hyU23Il zjAf~n@gj|qTOv8Pva7NOO@?AaVLtN~IZOL2_h7HMl09X)pU+#&3M`qdl>K>2GCaNy zuWj(@1HroDSt{f_<gQ#qm5Pck{{9Q-bF4 ztIn{f3EvZqH&4V%oz>*{J_8!>(<}K{y72Z_N&KF1N*iq`-p9&IUHg#Fon!7EbWA3& zwXAj)@4w3ksct&l`Z$`rJ;{044 z+M{G{Y^_-B%0E6^g%K~ZYHuy(kpB-@ZMCvI4V~-R>_<{|fm=P_BF6K*G5A{8m0sH1 z>8BmMbvA~j64H0{J(X|$q+dG-X2y>JG^0*wOIcVJd^e11-4I? z(uoD@#10bd)iUR?8bI_)k|gK%gLo5;cZcT>y!~zS-+&GI26VG{GLqEine$L{zbalQ z@5V9yo&moX+4MOxR}cYO^Zw_Jl&5&_&}l!vXYctq?CECavc}uboy@)NW9Hz*vHUpI zHLB>@TEE5ajC0a)1MViD!jEQLNvhN-JweQ0RS>1~EMgrW|H+L1v2J}4;RGvEp0f1N zXDR$oWr5CS&ohFHjkb&ZlaH#NQLB(4-=^>JTLrkT;i1|8xxhRnSSy^pO5fAXIN9eb zvAdN&9r;vMEg!c^_BYp3*H3{#Wj`NA>IQgG2@@`WX*tMdkI^S)_=1LSV@vYH>}InL z?6?e5er4~$(3!+T2C~Q}EVq>(&%nvNv75--3$exkOd0PEW{mNQ7km>+U6pIyDW@Vx z4?dInS*f7AKg^$?@pWd+j_*1~7|hB`u;59))DX9h!jae6ZHa4(S>SXSePNEL=wAct z&Nk`{(S5b~ImoQ&H3#4Wb0vl z{N3OA#u<$VD}8n?>vt9@dg(a;CarNYcLX1@(SPJC%2P_yzP=bXL{uM(5sTTTq?P70 z*e@k-c3qZ-QW@O;6W;yc{<%J>rE{k^@`4e{yQ6&?Q_G2?MWAz!xUtM{GP<>E5I7cL!Z|-YFu^#45&Y%eehts53C(19??mIb zjCCIr=lCtv*NRxl$HT5GO#0*U5Hf%3Z}QjgYvi#I?F@kj%vF)j=Zh;3iA`_lIf|A~ zv*T!(?_`@2;zM@2G-8n{qQ?V%Zb+`B*q$9J#d*qZy&e#Y=ZcA`xH}DQwT!)xOmC5T z0?qSnq8#?+omFz9=Ui_wSTr}oUZ~X|(^Bno{%f;4r@ZO>1?HXH?|j65*`-+w!Z|JT zC*5-tavkR^h>#Zfpd#rt>o_Sud1A|N9PEB$r z``HsBKt-AlV7J%Uskb%lLhz%0 z8<6A{QRNk*A5Z(etkfJPwZzo@t@jng^PDq-EeLI zTYQRBssA#B6uGlbj)$D*9%qeh;m;!SY+=3RH_4gXi`i(NsBsZlZiB;d=1VTG!7#55 z#jklld0MxI^IQDucZfX2?t54~`6!Yprv&VWu*BI`vO4Tp+uwZaj-2Dz`cIZB3XgFA zSKLk2&~m(_wg2boyO}3^PugTUOFg4$EI-?Q#!a+&jHc^(R~s0o2I_Bq8)WWz?x}KS zEcG((B*`3Wa0}yKBUaZCgBluXp7D~^>ozOf^CZc>lRNcV28HEV@RbO3jd_#d;%q%e zk*Pc$EDl}Tax~(3Mkm798T*`*8V8Ua3GtU)r8hVl#k&OFI z`AjNXUF_-rY~H3_s`Ra~8hlE#W;C8@&YWP_*P7eKy-Izae7+eDWs_6%Pp*ufc+*N0 z*#(2A=$=d)saU)c0{_rpx2bt=faMSv^kUy9apVQ;IiGbOgvN_(mXnVSv`#+u zpU9CDT&bFqD(&Ox-Gt4G8RIWHj>DXshpKFpiR_>A8D)*q2a8j&bhfo^1vKW6exViN zNBB+bkPJjYo`@OwEg-Q4DLxvUa{ZUki(u_|!seTbgU8)*Zx_ zRJu9{w{Iokfm$ylL(b9FG4f@wD#BOhv+5^WkAz2Q=&tAK=kw8=9?812T8wOp6(dBO z#p2M*Mjb=Daa!dG_FMGcDC)Gtmr+Llh2$GC?G7!Ereihy8ce%((Epl-Z@O12!csZ+ zketPbh#39+zfHgO<|+&SRI;ka8zw+%th&okCQ}$1-QRiOz4h(IY-?S0(pynGL7oO?GYL_6;Zx4 z>o>+sW#~lpp8Bscdv$u|Jne71U0f9x)cYygW!K6)*1aD`s_@d8a6g2mH=6Tuqg?K{7qRqYwm-^Bcm~-X#GVsi z*owz?7Qd^w*C>IrpNdqKXt=^0+eNUv8+qBdZ}XaAeR zRl2~6y%3}3i(5G}-jO}8HG6$Xp2`|$u|iK?QQlY;-O1!MWNkWKgTv*-uheOsh4F`( zy{#1`XQ&$U-LuX364{cSek)&nlNL|odUltL;49S&qJQ!#tzm_cB>cckZegXYyXvqYvxmG*qe=x59_y zGZ{mk?3{j`w;gKL`IA?VX2IQbEy)WHGuknHtG@sH(zB6~a*F>JEZc3K=H}a<#~sTz zk7wcRK`KnzMx@6t|o_iY8ZWPrCMU- z9xRsZ!ud8)k4!)C+s#;;-N;SISJ8~gLv^yXunZ}af4qlvEvHHPu-Lx-Kafw{D`t(= zekM;@WBh8kcO=Gt#8UUM^-2s|fibBt@h$nTG{*kyf0mgKH0B2^`4SC!7pz{#@T@#3 z`2*L#7I%IiOCh7w<6Z0NGgj}MI!s=n3a$;{Bgc{}h;}G)-yLggtV~qk*0m@rBKz``4n~hrHo4$Tf%bi&oXfdM4*{MI#l(mG@xM zOxt8@u0Xn+W%-hY2a@h_Sbv5uk7{`$Pf3pXS^iHZn5WJ8ws=3C9zw<>daABE#+4zh{kZ&x-rfwVpra$XriMSYEKoOym_0u=x`rNmn{{ z7puqcg=EQ|WrfLe$=u8TgvqH;vXlLiW$P_}J6ajKvt=?8)M1me*=jMHUBT}zBvo@) z>l>>HOU(0so?~7Im#Q?_3atSccosymvoE!=@-6vBevloBufpaw81Wl`4X$ggLJrg?(0fW&uL z2Xmh2CVCu=jVocAXE~{Lcr_XF-Z*dJUnj@uMjz$wB5TwN$X{!mzi{O}sP(j#^wYmQ zUOnmeGg;zAXfLC2P61zyW7#{Gr)GPtf%}Ph$xB)j-@}4SwVMvB4_Na9G3E_YuMo8c z`>hvFCePBllEWb0>Tm9-a!r)FAnjL=TGo)mUMJ*7=& zrsw_iAqyloU#cOmfmJOdje%J1q%I?MHGkgnTQc`$Z_8#ro4ts2&9Pm-^Wf9mI5kN* zoLtScY%ju0vYH=bhSlaP0*NK;e;#D+CE-Z6?ck?}-Sec1RRuDiPmWJ{#lv@-%L8s!iFdCtR=sE-7LGcECba? zVAYV63ykmye@>P4O+Fg}^PJ^>UKCmb`Q7Y&1P$(G`DC_9jfwR}*h{u`+P{sN#raNl zuzfBHKMK{aM1)kK%h~GBX&xJNGs~$s-vC=vne9k-D0PgR>{XxO^GT%3Dc#g}J`eZv zMj_uw7n1!MI!uLlxb(f24Y2h|5_YtHw&kZo3jXBV=t8z%!2ACpPcnQQiy39HZV5hC zrOQ#qs!6icoZ5+Z`8MC$c*~416t>AAkg7>Jn=#iK+!6BMkfIiZy10HH>&7p~n4z+$ zQ5DkjwZ4%aFSAJA=j0sCaqxaw`!8K>i!pD)zCQxkkntq4xlIcE`~g?3oN+|LC>NC<|cxj!|#6V(j7P$?0B}EvC5}sibFi z>kQU9Jjm|jdU&>km&|41?4H^pVoro=75xYE^XiaJrtDPYn@qRKSaO6>p23q*?mF&f zrDQn{dw+D7GtFm}+3`zSy+_6^R)KdQ*_Y%W&|w7cNM?_7w7N;`8;+%`&2gYs2g5!4 z^4nO&?qc1^^vlWr$MI~p6*GIe9@M)vrgfs>RDO{?wFBVO&U#Ucw8_cZgoD^chW*oel^3h>eSJLU-|bpzbg#tz zZ&>X_l0I*yv)w1$&Vuh2+@<{Nr&9DvCaPyy=VPdxUJ%Lu_k5@)36`*Nvd&Z|S?Vk% zo9Sr%?zM*GG~)r9I5CTs+!lSy?e+Yg6sdr|d0 zmOBu6yKh@TkZtE!p=OQ6iar){`(^a)RDJku;e}j@7p! z|MGHzNoeU7JbCQ7Ob+6y?UChG`!~e?G3#*lO=D2bB1R$o<788HS`e&WIU*@lWVa@gCyUU7p1O2zKQ!*-C&oX!7b*irZ3BT0Dy&Hnbv;V2T zqv@18;O$y`2$j8X`$^R63(dY{`kw7;h&ri=)|OT0vU2u~-iFbsK6fuv?;+0;>}XYh zcHTDqMDJDlBrnLT@N4K#&H}8kiWS!O82{#5-+v@7PTN+j^c}0WWs#N;YpriX?Z1cD zaC6MlY7eXy;%N&rClBa09{-imH;_NIL)Ox=T)|yZc2$odPho6+!76nO?lfY}hxyS} zbUK3nmc{)%RZo4WA?E(UdUK7IEyS-vhKt(8A+?>& zM_|jZw7rlN2Vhz%KPFpz7uSDg_XT9RnRT9Ene0G6l6891<3n1`g3ocdn4PPI^*>$A zIgh-_B5*&=T0#0}qvlC*FBUx*r*Z0&C8J(21<{knwV+d%C`d;ckEE zmJ^BI)c+UE%Z{hHqQMtdlzl>N|xr|{np928^yOopFe4m$`E_4AXx=Ia(|R_ zqPytuoc5Dx^9T!1#fulM_U(A-pU^naNLSDz&yn*T@Oqwpj)<41{P&UTAZ<3$!ko(NBHiyvrCQCNwe6 zhcL;Lp=7O`pxs-TcAlB^VfA~Hw!PT>GOs-w#VxH zGyKb1OOm}T?_xUOaGn6qp~a67Iflin;=o`yUull=aL8HaoVICbtY4rJ)>h%&d&qV#z00#* z>Za$->up%^5vHdO@=m>m;8~uV77;Nji>t4@KV6GK-61}Ug>JX5^k>WQ=1Nx1WCW|? zv-cpKXS_3Evx20#GM*QoXa3Eu?gy#m7@2)z*@ZO8%2TQ!ie(o@XXu}c7ZvcZg+A9q z?jH!=LblTMYJu--d3Q5o&BKm`WEmwAB(vn#tn-zaRE1ne>U9NnydXLsBOWD(-j&du zgqz>!eYxL1FzSI?brk_xL*_?PoKC-^&2qTk?=fZ_(PyTsRp3)X^gP8Uby@34R;pu` z`7|94#oJ);H9LPqo_ssFf$VKb_yL<%rf<&mzQP{e$vse+sqoF+pAI&}s&DWgNC$Y${B>hL+&fdB!jC~lSTjSPj7JnYHWktc;`TeQJ zxR*xB2fUl?k>M*=JRir3i>&pvxE&rpVr6HR8t1b{?2>&s53*bC%36p4yZQ1+EKQxz zAvC-P7oOuOIVn2XXcNrc)Mu0MF?9*QBK1=IT}S>!bWL5R*C4bBGggVC_la_OgPLq3 zKlr3K)^)IcFVeR;wmpu6u}i*%mWN+^mS2L^FZ=ya{&Sibc^n;YF!ye;`Xl!&OU1hz zp>r90a&{umpXO>=SgiRHGDQpc|Ef>3yZ;LFe$5tZ_~dq&?aN=Q8nFcio(8e(vTI6~ z0j^!buYSOod>_38dU+~346f~r^DeAsL8g;cpog_!D=VG?ljQ2Z)}M3v-fVhh4@xQ^ zb}Wdlx0|80xw0Q*2%LuSvmQ8psGn2cBKcOT=sng*zZfx9V{f8;KVI|@O$T9e1GBix|ZQ%$=X=MZ&$KoLvc6xTsOmS4)h-rslLF3 zRM;Hk_nYaEZ`u#Re+=n!2C}ADcMcxqEl5AU*V{agTM@I1P8Bo1)h5|BU&h)!R<4Kn z_mAXRO`q-XsfVB6`f0O!gY53;W2|4;U=Uk;#!5BG)?XZMDn|Y1dMZfVsCV}DOu~?N z`1xrV`Z8bN38C!xK9?O{6JI)s58YVwS+Q-tX!8pBvM1>xk)kAAa`s|{&)ebsXl(zM zt-FdYgYorL{(T1d`@0`Y{?KQvZ8OPn7~G$Be{dQ3TI*ed57gAFIQjD2r4m_M!R&h4 zCd=jTtT~ClTtI7S|BC~E0mAZ>Lc_&pFR}L3j%h2i;9@&TQ{f<}bN%}k%Y$aVyy^^2gW!6uv zshoh^>$5gkHIGF)(&<}s=C0r?tH*E>H!;RkY)jU~FKBxYUW|mnRr>6N%n{^H?wX^_ z`x(4XAZKShd4YBJ7Oae~KrYYdPGF^LaC$yebFY=`M)`I&TC6$K+@E3K9y(m0MV=+J zVx!sQe%MU2Xmhj}wV5WP*eN*{xAUnxdCxQW+!$+<4Y3~1H{ho^wVZm>-;!-1@Aw_Z zH$viG8uTXJ1IBxUeRt7ymWVP}^tb?SkI_3TRi0tYWwGSbxztao^!Ybk^9JQYBeo&c zGI2T;XPVKhk{;RR+#0jnuzV3?jl{njM8qLDFj4QuSe2SMTeYcX?#+-q3knnXTJj$@ zg-6cn|HGpOVQ}uKa&mGfrp_RJO>>PZut{o_Ho<{$B0(=`EXAUt@W_2Ysu3T+X5-j% zs8$WgpJ#Z`|Fl#C~ z^v1E+xy9GlBll`_KA62og2)nal%<;zV-zCT8Zu zdiQo9iI`F4QV#Hp&_QPFJol?@`b%%-2U^&0tcVYV@s8n&q=A$urHLW$;Kg@Nf8G z^1W=}7ZZ8q2FzGYr-|e_iIx8rACItlp2_L4m z!Oy>~HD$15q4{#6xUmtJh{|PH_YfFlZ_n?LO$P02*){ubJCe2(-drbUzUaz|0?y=H zQFmipY_uP&E05Bz8GB!3ja{W>zHL=0h%T?Q=Lu|=`l!vdo9iB>7Dm1S(_&)69inq` z*VW@M??dSSSh^Fiucq&9;1LZdb0wm|5I;joA_*1AP$D!KQi?PPO_b6gghH80l2TMu z8c3;#Cdyb;G8IacLWa`ye(vx8y`Jlt&e>=0weEGVwa@pQz1P~GMEgSbGnT)|_eZok zlooT`K|O{`)65sO*k~I$Q;pzVGEWyRi^3+Km6M5ixX5s!QD4Wi#H*ofwu^*waBvz= zAHz1~$#<)x4;irw)GOihTo%jw|2n*2Dr9@H^9c}7)ZIq*%_J-fyCTkZC4F~SWzFYK zNbU`b|Cv3Th*HHcZ5iv`>;D6Au$J$sJo$T=)psW6%9D7iGuzD_*Xq49Y3H+Sa!Wme z6PM9Cd4j$+{>f~YDxq%`?o=kS_jtUy3E#T0OdkxJE8_hIjs3)m)JZ&-FC?GcEqL5r z4~YexY4r$emD4UYRqi)hJzly^{HV$^vsaz6( zd~O(t9`$#g3vUuZKgHaG^nC^i!j_M*a0#A$!!k!>#8PMSd1RLnlWVvN)Y^(JUBuS6 zX`1&NRmhsGTH|s3OtEhT4f>i@>X70`KZD0wzHqZBvq!I$NZyL|cERFLaW`E2mL(5m zrQ6vd>p7NS-wxiAwLjUzko8Ar(RK#^Sm#JS&-Y=w0Wd5n_N4k=cFFgG@$vMnFE-U? zqt@D;NwW3WTZEU*g??vOl)&qcSaLkHvVt_Lsf)StV-n1ONIt`SL$he~ltp zGA<=&b|2Qim(Hna-JQRDZNyY0x&#YT^Rx(m`k(nWcX+LFH8~1*U~^ku(H0}}tnoYY z_rt+!pp$Id1N5D@?bnLprCePHHbrTe_2>`a!l_u*j{TmZ`BH5Lv0v8lFA!-SAjJ$v z%dp0D@>eliWIa>^>^XvlonZ4F-T%}kpRexaJ0&r3w9#(%-#BcT4U;?{OTEjd{FiD% zb?Ll`o$^HXP29M$5O+T&ZFZo2N{@H+d6c+P3TJAWi(8Ys8;w(+wJc07fmCrgmNrwa z$IsMFISK=A5r0y%@di>1;wgVau@rW6#D#(8tdqo-@5z@u*Sm0Kl9*GD>@&pm{rFC@ zlAiC(Z2gueSN0{O{@V;ucp#6gi4)mFv)0Jp)3FVGFXA!lu%RTalDG0A44nhBdoZm% zr1BJSw=2pN&K@V$oK4D|7?%vwWeRiJW#r#N$D%OqC%)WinB^_f`M9h>qwbuwGuX3p3fzQrAR!Z^o3?HD%OM;sZC0X1pe7kY>2FQ1^|N6E1Z>m8lTOB-TM^0H1~rl z;~C=qTHoDpXeJI$FGTJ?>Cys{*~Re(l)H(2`|;z3WS$~gQl{um(!pkEUFjgl&e^%F)tW{HG}m~6&rHLv5Gu*lV~|THk-3* znBksqhc+Fm=fHbA+axF1=QRF|#$(w%xumiJ=Sf%oOs3?+OU0^gy!%b44P?E)Sm0e+ z?nRqqU#KGjjDhzK$S)v&EuJyXDBtQKYyPq$abL`xAV%#)i#0~+U|!iEE+uncC4TfO zi&n?5k61Zt(NaC>QaV3_>vxFp-RM|d4|Q0mgijOGS?oEoXMbyZ+Dw4mLB6uiWs8yT zWTpR!pKHa#>{NftID)l71#4WsOnZXACi7F@3bB>rR$R&6kfz^&TDi86laP zQWt$+cF&%Hr+CYH5~Z@r<9eP4gDs+1YLkv}WpaIf;s2~eOYYh=P`ns7${VGjF+bDa z&0<_?S@(wY|KCeh!JDG}$vh_UZU_upq9IE#+ zVtIS=9*wOHV73##N3zr=oc|jNOGx+&`*+6i<9SHx3D?td5}svO(=~WA8XrE!i0r=k zMAT?Q--SkgpGPL&dv%_l_53q1WV4a3C)Xi(@DJ>h)wP$uUWe*LR?X+C1KDLIjQ57q zW0A`5x+>xYY*}9teE@VmaKj>*1tfCTB1)M=i0*iJbsaCX5-kgoA2aj zIGoStx#|P(oP(cdLw15Fyo*IPx;k~eFM{2{>~@N|`5rOhQc>ehd`d2;+y~5q%oC#Y zC1T3!P#nuX-Hbm`6llsG&+*l~{Z3`V5u!?V;tez3=3PJuHXQ=n%B;~$?}y=QGqdLZ z`2K6OIuk2*>gjO4^b_m`v+9dR`uiBO+^SRK(25TSZ z`e%4$BN}9N!ZIu@t-mqYJk#&gH{ZtpFEmmWJjgEmDXf3F=<>O?YoT6|Z%ucuyVzID zedHuI%5#V|82=H}KKDuB8<^%3Q8J4@Q;3wwOSH(ypYf%6?2!zRJw?&V*wT`eM{2v< zOxEA;eoz{x-EdL$8e^maK`Jv{g`ug$mHW?oSt6e?i|Vr^{HtN#WD#gJAIYbN)S}2c zldCXmAgP*(Yv*Fg6WDaU@1NQEBUWlDO693jp6QR^8<(-+H1R%pd{S9wIH~^BHv1VH z!@VP{vWu*`x$j)PuH~tpvf<5aU6Wjgo5|L(=1ODiWy}qteRjp4?d*-B?NcmXMKrjc zZUf0SgZK0nKhMOO7uYYWQ)bcjR$Oag)*7s-p zw3}sCV!%9Tr2@tz5_HvW0{gv2{?3?t1w>MR{#;idMVf{B`WA!UWtnPzrsCrhH2Hzd zQwuZ7L3I0<4Iigxu$Eq; zf_!DnxA>?N`faz&ocrLIr~k?U=vW)D_&%U`B#Dz`jjycL*s1{qef!14Mz z)-_qvcq()=Lp9-jjf|Y!>J|BL16;t2X zF+$daw-Y7ugz{qy%4*c)dcIq~siHUz`j^q|J->gzwOcUaUl#n1J^B~!6fYCQ7U=PL z_eF2x-2mSDwm!3tpoCWUvglzf`~~m0QFI@JUGK5%x$yl2%g$z{?euL*>rQ5ipYgDP zzf-kt9(~Uv!v?WtI_#ctZm6hr1T8!G9&47)=do1W?&)0K0wqsJ8GTkY`cQx0ZZ4=s z)0x6#nLxe@Id~wQ0wIG$PU8X+ug^Lw)v|UYdovRjz%1gJO60W zm-gBDG>m>N+2Ukg`=EAN(RztUUzH{A;;GLV@u|=wfCns>8&Hu?d z*#kLJWbZ9<=GpQ`{G$(ET+A*nXxEF}RUtPB-ov2L3#SHsugiA#(RGNir()D&81a>n{zsBW_|$qoKPjBwz*m|WFZ;rmXj2Ir{&uDt zS;x|*Kh!@LBfE(K7dSFNe{)EDyRYV~vWndn=r^^RlVv~IiSPFR4B@^3flt^B1U zi(l*eX`FiAe34A}Z$b5MOiHz<`}od2e5Fj`Q|?FXF~oD5WSz*Hp+5TiOx#GWwKdR~ z#6nqfa-Z*cn9z>I*Ro(=OuEPjtypy@$uEXO)^eXBK5XSL$#OOX{s%#`z8_bb`X#*UN7*@%pD;nS9c&B*ey9`d8LchwkIW(bc@WDgQ{e zs@vQt{*PT!MdARcoIv92Cb$tk@uK9wT;g+1D?Ys+=@%7ZaVkfp+C%b#oyw~Yg7JC! z`I}6^qP+IaoKIcih4?nn)q6X497Z)}$(Ba_z2l{^HLLYvksFP_&Hco`BueeSRFJD`w2?gPYBHZsj;wV{ zb@Ze8;aWH?GQxYTdcQfo4K|%h(mcbuge+b7{EJ#;U3OM7(HcY z$oFEyKIF@r>gMDhsfTxX+S#m?dhD_41=?H(k@^rE0fVLbxvpTT2jH<#jN1wCydAt* zPp9$cuSLsQBK3#7Ai0ztu8TvWK(ox0o>+FP^}Hr+DvgG`Wzs4R_Ugv(^;X zOu)Y63hNE;GezDdbg95DJFsFfb`HUrjb`cO%^a=q%l9;K<7^VIz_5u0k4c`~-+9K{{6AII4u{=(R=5gIe~JPVS>;kP{sXyr#$3fJ zrH$0k-}#h1#*FlbX!SM*O(5ZVvGX0;%*4X~AUX|pUqbwFY>Qf#b>En`qirl*~%)B`|Htg2{*X5S-5B**}YtS*4#n-(~prUGxl>hdGk?bObaT zVRfpn-e9z*Y_$zeAHZ~vIGD^d)r|NBU(Q>d>0;=gdhYD+GmZWnowAlMdqq=2trql8 z6e+*Ozsu;5`eAvpb+UQnRh-z!>W}KBxcM=k2IsL_f7b8%|L+I0@39igr&9ev{H3QB z*ZO-gHn-AmGBSS5n|{#$DtCMfe2rzP4{r0dKiZ4ZBJl+i1jh}QB#gkv65zol3 z)-%~;7#^&IxjpSXFkejn%G<3zLjppjLjPtpAn=k6lIrBJR0#|KzzHa+I+HPwi&cK%RbD|pT34u{0|I8qkkzc@FCwtu^BxY_j?GWFBXZ>0Yj%F7|sT2v{=Q!`j5h80-K%2 zw%KWtCzg31@s*hKl_<4_9>3%IpYCDm!S_GD@tOE@3XM);&!^aD6zv}ttMa+-Owx^J z*RJI6NcYPz`Xwx#37M}kzb!qPT*;ZfRU zCBYA(^&$E^(S1Y_l3WJ2v2Z<_{sWCTj*ZLv?u+ABXmv8?zJ{vj-F$tOJ$qv z5+BBTTiuOTz~__nI}}#+94UqQzr*Jrc&;VjGx8nFfF{L_d%{JCz{iQ1USbt3}#GOZBlARR$!z0-*PoPtB>}0LRZ1Hv}DMlFW zVNxBWzsg!Cx7c&q-Y-tv%NoD&?Y18lX@%1vpai@vw7#9%GihC@JM?7 zZ2XJ0XzdDtcB0sl9bLsCJC7x^j;@yxvL2!r`BHD}N*o#s_2eMU8n<8EmEI4J zWPNO3xKkU;Z#%Kp{$xq6ug>CC)<8`&!jrtcl9r!BGxaAn(lh&M>$vYZntvAOoy}OW z8B9}sZIKAsgUu3!vMW9-Big}j7D+CFcw_Sa!FtK%c|9FF!>BZW+(zokeBxW4x0Ek* z5+NUFm!m|j)mnYZhF3uQIb8Ta>lQ5ckY2vV&tdTHM8i3x&3lvDda8@Z_4()zWLcnx zR2*0@vdtqwb`DmiZ7K3M!_l`$)P&|)6WE&FH^XHC%;#Xy8!+ug*WTTws;%wcEU#!HgQm*NMb6>OZb~dhuKX=0=_0>ACT;lO<#yg2c zF2ayjPzTz43>+hIuycFx}Q zjZi+-*?#*O-mO#_`%7Nw!Dmw-8G%HQFk@C2p30$j_Lb z+IP2!6{+Z)N`(zvpC@~{Ysdn@5>jq@YB>S|BSVs zg88v#rmrAdg4gY3?2q+Y$7r*mlr=_SdunfY^xtBBb)G2k9=qHi25#bq$>nk+-1DjF zL3dyWm@R*H^kT^O^M4n(e8r1rV^Q8)ByaF%#%RDM=aFnN8UCW{!K68cy;57_FWh*6 zpLTWR4N;*C1}!1|6o{ORi8EaJlipu&B-vZ4@V#qEKc6mx@u4D=k~JxNCi`ev##nE{ zt&@0mtC`>nQWi1NZDifs_w~3oj(mBaRGVjaW8+ag_ff5@7^^Ine!*uCbpLt;2EK~r z%RC)eC@vg>(SukmIj>H{xnwoGm>kFOl(N1niA-6Uy4lYfv~C206I_!wRHoFzl`l?OkT0 z?ER>Z-Psj2nBP7x&gIiw511tDOxJ?tRvUFMJo}c7htN5BF}@Q;v$LcF1TLg=8?CoP zeNS9mtzB}UJS!e#<>emH z{dWFX8!s~FEhO7|nEa>ZH*A!9iLP{fkq1_G#SVHN&t5O+bsDKwv0`KY)(o6iv$ zCY!H6GhXU~^l_8SWVE}U#xIcM zLejO=%LXxXhIZ@dHp%(Vp_m%IH?!1PV&Qk%rIv7>MXV=zb^g$q<+3*~cz;Eft~}^< zzt{Myy_k45%WS}koyL3|7k=eUt+e@t#=~itO6Z4+A5XX<6%#tbbR-$Juxo$1=e}p7 zD776roA7W4ejLujS7TKwm)*z;L$qk+?D3?06D^M?OgcJE1#Q{ejuc?W5G4b77G^*bCp z&bg)f&%2X{d1P1PJ?k!F1U^6ESZd6F4U6nd_?sQ`iDPelpHw@1 zor7@)yP_Sfe_)GeN&Yf@+p>HUIM0H72TWW5K2k5OETdfxv8<6&VVv=_1(B5*81Oa?i3< zN30wPm6EK}T>MC8r`^UY;{U7}J`#(|IX_bm=jh=q?f-Kpa~KPzKGBgrL$!A7ZX^Fs zB>4=teuwE*=7@#Zv;qhAaX?mu7*Za3KaemvUQc#3Po-PK@CDl5#rKmpB>R)@ht5C7+!z0^#n^Ie z9t>u}_a)cVG+s0JDYeOyU0B(_+kyPqqch8xHGCz-D`{AFK4Zo&FWfs#RHI4&TUgnPg^4?xYL&!CS03LG(!xSBe)LmkT}`g;6mAhc4^YzdiH(PMH!w)!H~0ookL7K8CD_0LMN*d+Iz z<6WJ;wu(7L$hDP@6>)vDK8`d8+`!W=qgu}%FKx~*>cHY``o50;S^G4O*2${ck}lc*atYrX%%-W2TFN|n8GHRE{)`vB+W7x| zIOiG9hgi6XjCs$MeU)dk&Yiq>4u8&0?eAef)L(yVpQkOQwd)Iq@5#DMe+%HX3zB&r zlswQ&dCUu#yPA!&exs!8|G@LdNWRhe1=yL|cQ->ftD6?l|2$m#P+S@U_2;xnMVjnW z9m~>(IdcN0+|81c@OCq2mjStHum#JcI`vjbIcaK#j5+YNtKO}FfJmJ zW&L+*1^-RnoiOUew(YelF0QO|O|p^YGfXd|yh@G}3TP+4)>F=B(P)@bW=8 z`!?ofUEKw&cmkBlW63}fAv@)>>L7VRKXgU%pxz1Xe4feub#iIFgVkI4$uL-b=9*;i zI+b5NNB0+fe@5S{9LxLK&GhN0$Gyda68=lx!uVw^{uOqWpyOteypAzX(0LV!f??j+ z6s2ME@DJDH>AYzz%ud6@56omRj{t;GOVT}9v zWafZ+Y`l!_?};UKd0Bl}m2{_;6*%|MYb5s9bFMc|pUbWjaOPmW*M)4dP-JE6Df+q` zGX^@FEMv{JcvUZT3ilUB(Do(c^}(K|JoQLYujMf3?pvm33-gJ6odZ~T|N{u&Y@@O zVnIxlktwfN2+A{IgF3~Y|O!CqB~%6DGt0wzN{2jCQAN|Wy$LMbs-kd zVef`K{z14L#*S||KaT``F{mA%y%2}82lYxEdX$Z8Vq7W{=bcH`G8}@H=ZLn+P#(|C zO78o${fwQP@~-RpCw`5QD%nC`kT9GT%H$I_IENC=56L$ewzFe(|O%= zy=Et2vTkqS@4xHyV7{2W-(O+Dmm)w9{5%=n_ZnkyLHewzoTaaQjgu#@Z_(rve7%&k zb;;d_E{W-{@`w>6N)4Djd@QVKiKTh&-Ig@#9Bt{`@vPF$9ADm2X*t=GjFt`V~JPCh`7y%MA9fD{J}w2NO1#Z|c!+r1|dwHu;pbw(E5|k4U5| zPRFd**@kDeaB(t>=0jsB>!$X~ujZFSF*@_qI==KE{5~Y_4pKh}!DK@Egs$gc#a<9^ z!9Kfq{LMIUEssA(>}deO+O9js=o|Hw%&*C3@PrYsWz&k-__xTpmzeaEan?gLb)-^- zByZ@>#lZ%m;ES029?ae&^+MkHE1h=xd$e<9^gJ7HjxlDU%|4JAq{SQJLH4lRpuf%{ zYAqaIqQ`uGeVC@%A)WOLJ282p`Di+p^%cX~;K56HTAH@!vi?Bmrv~~~{4dL%?Tl3u z6SFU}CyO+p$8F9I!GYf9=2?0l>24%hGLxfy6>Lt_`Y!Uf*XKmG{@j&q*!u=oWRLn^ zn9&4#Q|D=>?}^UWbNptAy+VRcw5!F7lVR@*J=VgKt@xL0GhaE9+E-VSD!DXMH|azu zy-K68kQnDav!A(XGucn_*SnCPV`iVNU1OI0RZrE}cQ-3^pj$~Xp)LO^Ny5Kid@IW| zAVF5FUI4SljQa_67V9Zd@f9P!%RBRV_dznAOwXc@ua9#yWLy1^*hg6o3p}+(8=47m1HSeVDC|MolMpd zP?<%BIv9By?*0X*?&Qr1%QE~gnOcv8e06@4S!bJbshaXEUhJYtD#-22ils5>DE^T> zu%pF^E=Il^J_C%l8ycm=q3ph0Dl+}YWAl6@yK8D2DVdJ8&^T2~mO(O1Ttc(`NOrob z^6cO^V=gw@J}_Q}b6Ihl&(DXu`ckOJQ<~!MD6!~Q$h2j}_AFK09p4yz-|IWIDK6vH z9q@m({)@4|Mv*5KRW2m!Y4oh)ztpAsjy_lN-|Un+irtQ6?MG{Mqii(`-Rsf%dz9gi+a=c@j0$4<>ixR&iw_3Ic>a2Tn^(e6!SWkvJ1>^{QL@-RM^ zq$RX@0b@t|Z^!6^ehSWjTF6!v_;bQjPLIEZ7CD^7Ps$vb7Px&w@bM zR>Nrb>a7P{?l;ysS@#Roh z9crXx4}TF7UEBj4L6T|sS{d_uh~4Y)rad28$>z&py_GNhsnvYwPZqK76fJ(ES5y3* zjb}Hr;$UNTF!ITmk@aC0kR$mX_OQ~8G+YXy8IGO+?PNK8KPEb<9%tG+6kExTCr6!`u5?G zsd8BdHcQE{ngzGu-aw4_0HSw6VTD#N`TJ-wFuuJUCil~{i1xdU`4CPN7X>%csS90x zG|ESMYKBcukux<6euY%B)TT<d0Z{&wB6h5=%-BarBF zQ?kB+LwP^<7OC2r373+jg-_BS8sSJ>7=`nlSs>XmhOphWJYbthko6*|EIy8GS7KiF zvwnq3^;vS3F;8@To^AAnX5Leu#*g=b@Dt=7tn~`LXaDhJ*OY)k3*+ahKn-_}A7fZN zGr8kdI9|lHsdkrqmCyT3)Qo3$DBLxD4Bs2X{CgppUHT>1Yoz|W@$f#Znce-Dxq7nS z`ZJ&CMO8{rdn8laC#Vq)@L-A$X7n0*$1e+2JS2Q2mOzHon2O8l*_=Y_0& z1PR;owyf!z$gZggSi(5T-jdn%MeSy@&%4(5XgF(XxC$C^*`sjsRiIhQTIXVVWvgR606 zgIG6*k0-}OXY!81rN!)!nkYrc(;bTYv)OwzTVSk_dTxhBmyv8IYh`^@>JM(`y|bbF zns`@>|L??#H?XCjuT;kDfURF>R~k#Ri>Isqo@c>g`h64{hl(Vxz&Cjj7ijmSIp=+n zWtZtNBm4}-_WGVcuVg|jW~6yI`y`hC3)NJOUE!K9{Jv3?KHaB;3S!W$V#jy5e6BXf zh&G#eP_oOX#?mT3AJeLYb6x$_nswXrx07I88bcC&K8DEk?08kspQ?t zj>+@z<0M|Oou*Iuy26NOi7%;Jx=x?jmy#UoLwLv-8vi4r)Zrf+cx7?&PcTkPy(IQ! z*Ih~dpQPtS{O?Pay~Y3WgMmgo*yso2YHN2fgV<*SB=;BnKEjdaY@1q;t@(cmJuNN7 zopqvL-e=e469akC7Az~S-A=w6ZnwdZk@RaIg7?FVzD7HkP0qxQ`i|ypLH2cKC;wMG zH0v@NK<8M!{wzj~7w;?TBk!=587pt)Q~R+8>zyjXB*WH~EPTD_@DzwBn;kNP z=(#U_hhcX+$A*apbNFml=ln>Ta->U@zPoW?7j){d{7n!WZ6+;GzFE%Bg~oDz@&?ow z@sOba{9f1;RlIld!Smn5LfROcN@as6+XL*Pd)7S0vatQ=VH1S z;R*YS^r=%igoTn%=|xAr)iS%%55|Ja{hw;-mq6eZD5w6(Ofhi`J`Tgrq2f$dR(xmn z$Y=H~n0*7x>KWl9T8)ACe}2C~@=|#9JTw-VGivkw5hC&tI8&3nCz;Pu>*rWs*-iZe zxle#*Z*289YmK7W zXudpLn+`@RCq`alPTrq)UP{Jf{>`-=#oPNGJBOFNX@2^R$6W8LCIt3k$)Wn3q^Fu9 zXLkBT*ZTfG77t25Ej#kp7$vpI-^aP0;?=P@k*b|N#jM;HRfTtFqmH8e-*nFV>dh>> zkk7m$3f^H>`W<$YMg6QzxSD0Mw(&tdPr{U}Qf?)p-Jp;6^}Wqlk7${^JH5?fr{P7S zXLi|ifMW8`&o5|DpLe_@O0=MBD!H`aS6xJu^RO`zC5vD_z2yz!0b;~lUhpp2#`~Rm zI0wS~RK0IC_ncqwx|?A54-Gb9#m}S&&rf!@H=87>4g0>Rc#lYQJ6*F1per;+if{*+ zhhNg?eq_#`+S<5PnV)?oTHFVvA!1@*9(@eF_Se@K=7{QLJ4ZhWTXlx$~(SzS`KU;rA$v1{=MvyUA~~9D`*g{I}fI z$+P>uneJn)?t#iuG4v8+U!c$ILwy8-=VNUH_mm3?chRZ!bv&sCk}H}2p5@!AYT2HAAAg=R_dMzP`r_vKM&FBMDGomWj>={&q}pK!7ccgl}7hC)&~O@LMypPKlQzo9lpo) z20XhQE@wB~@mP~A{`E1WGrK1~v|!~_CVK_`PmsQo_F4UYvGc98+Qg5N)AJHhB5#hf zW`80~PK4`suBhm*3Yc{b9EP&^;Ud#LTK*(TPQm&+FfwbnUJ%8`V(DP`41jY9+Wd~` z$3f>cIPMF^PIT56Z|$*D7$J%4|?`Vgp2#_?2W9Si9%=ruzedRuJW1jQp=vxSATB7QUbm(u^I zSe&d<>zrRmx3#?DSR+hk%VEY$4bWu&ewF=Kxnd3-zi_NK7M_e<`$1q89eyt0n96qV z=yekeu7qPbZE^=u#5^(0_aQV+&GidesSj44L7uT@l64|Tf4vSSZD)2U!N)53`63?g zFNR%#cUi-kJpltrSdp*RFU*{&ZJJr26pI~0(o>E8Bt~Qf^1a4gRM27!4Es2nw`(`h z;4j*}BHATuLn|{{bI7)0kEhsqi|^a;briYZ^E1!M9^si^i%ZGlleJS*`SX3Sd6jf| zjxyh#W&J-<@fHJulBLwM+dzvtZp+WItQGYuTX~k9nDmUoq0< ztg(nUf8(kph5N8kuqzAwsbXGtb{Yo5d`9ktP1z~*APGOg%a5H&6_r2eS&L7VCUxRV z?mAN^{v5o&mITS8vz%SW@~G^s{#Hadj(xLcri**yk7zcXZ8{kDL-M~4tESM*%86qO z*CdrlS=o}6Tod_RDy5|&?Gf%tiujqG%NzMds;{Ni^yOyq zV?~b@+Bc)w+r08@81!SkUB<2^LhbF$U|76SxPLmAOu0v`in+hy{CwJdz`prpcOR5G z(B^kqv=oun;PQCUC~^L5@>MD@Z8HrIcW#JTKF`DYk#Gt((o83dnepQ1f zPs06&SRyMzF4B6It1qJU{m%0m8T+<()^91KH7^Y_J z*G8U7-^cL%Qw-Tc|9?oC>=Bo;RNk+wVXfS4&1e73^y{dXBY4JImiR-od)yT#!uuLb z8;S=F$ex`JAHX3aW)IRI;(t~Yx1-CS5U<9+^Va1iF)Nu`yXf(6w%V?bqs@}Z6xm+f zs0FXtxL!+d<(&UZPo?pFFS5?Y)9iR1;p<7dHq_=RxVK=pLGay0zkIsZdr zQ(W>0W@pCB*l+~|77rQYC!V$&NU_Yw>^Purttnwnbep}h~Rn?b29G-ty; znP9u=|6d$UZqZlx^oqh$l;^Pdcbv?d;0Yo~C9&moJ#R917lH7(c-0B#K472ZdQYal zy6#j4;&t+vK2MJq#ik4RaSLcAv-Kq;DsAkRJZn2&+3I*1{k$ex6oc4qbH~RtxRsyf z({G;toh;&~f=A|?XX$bP=2nL2jrcLa(a*5v3;wgsh>x+zG?q#|l*zO{MpU0h)6pbP zw0#^ap7US!&UPX5D0ZBx&zZcm26iVKQ?g0bH2)6wwVEA^81Grq{;StMg*)1;NPC`! z)12D@yDw;zEN5BKF(1y~!m+;A$3iFjjQhgsTXrf2+4otro&L^a%O-T+faxvFc!$!v zKTWr=W@=*e5Z_k07tA_>q5AIzivgJ1(5UTLI+YQ!D}Dm}kHO)0*s7fQY71^%MAmB{ zd73C&-k8Jy|xne%C;_H~jJm z;}KZ@sNY%Q`XyxfkcaGD=((5Z+>?*oCHAzzhrVq6w2^Ocbyg0~q1U+(Ojgy);r$xz zj^ry_`Aln;Om@+tj>b&i_}r`~Ws;PR38@kPP1k;Nwg&Cix+s z#?0CDPi~nv{JeqmE67+D+FN<*GyYEwzS4R~wW163l3fJJrTepckn1t06>nO>egpJ7 zmrYu+b6xxyV9tAAKgnR5&(GWapWLmVL;ZO1>`Gdv&T>|V*LQuYx(?>gkBC`Y%-Rp} z)AFpGcMHp4{V@FA$A}^{Tw-zS~)Rg9}gkEuC!Et!skNO7%Kx-x6rQrn|5e_mvqTeZp)#hZ=xOX2P^>))@?*O3rS{m`r^ z>BgHbBv)-CXB~6}-Z7Cp`(VcgeO5JZea~*GQuhp7rY_o{tW#YNR~Yw49=ab7J{cMd zjkL#jx3l%r*w_*Rshg49b*Y#4r9K)M?@nCKyOLDtdq9gH;gdRg6|g3&gHFc8v)Q;d zPS#`5`D`-PRVy7$PPhAwmrQ((MS!9FtH0mZipY6Gv`YV7@NPJkoy1zHADWD|l}J|~ zTlR(01-KV)yq?bg!{Yb#khPTg^pdPj_24=d_j{U^ikm-E0jm|ZeFu%f_>x>t^TfNu z@a8Vp9nHg5k}v+YTcY^dW{ptkEEyr1re6Ccs>G3=QD`){ydvnY~E_lw9> z-TxQ!#t&F3nc_-{>)Cx%lE00GQX=(rbZhGOg}mo${C> lUvo2$2jrsiZN*410@s zumL*N%uN@v*5S_Hr02CzXyck>dAyGn?XWqSQ4Zk;^ReZ6b~>KDFTj}%Y}J%MCU@OK zteEHgsjK!B3%^;At)u977C--toTEC#QO6t(r8XVt~zvmfmF>-PK=7!mpigkA$l?75^Yca|Ai&V{Fq9rNBb|U zt8USH2;6J2Rco@B#K1gRxgO)U@xtCDoI%6G*!(%XIhD10()t-cvr^$yyM9N1{cz%Ded<_^>l1X?)F2WxPUwzv2h|^ zzAd(XiScKM*|&*Pt@P2%$d|%3`+6T>m&=S@*C_S)RPu7%z#A8_-9e6=3CVVR>wdm) zr3Kp z=PY+E2a$CLi)6=7UwjIF*`HGiF3(`m&os@Ru$%c-R~Bk-+?OS&i%*ug7kMoEzeC4#@c6bFrOB)GcRkzXBe}n|Jsx01r{x0 zPFbywX?*u^*WW<0`&hD{s4$)m9oV7~?slU4ezfbxvR%ab=`>F!)`{5g8g0MVdopsR zCcy}vHiCUl!lX)MuI^a!>7=6L64)Nae^aA1EBpKCdnWJwnk}nB<2ATvja8n4_cg{+ zC`~m^)-hEQIjXQ+U-G>`gWs`uI>rnkXJgW&x^xd%E~MpgzA9s2R=_nQ$@@6iSEL>0 zs!~27WtCnhew-+l+OT($bvLhCRPdfsd@VVc&V%b`+P~tvF{v+Mhc#w_m2^Fr1mz2H z{%v|yXS2u1nx{7B^V|=yv^hCyyS|?9?2%eZzh|I&HN9$!qS5MDF)E*fe)T=k{ZCC_ zmt$!?j7YwdM!rTs_gtQn^>EpLe-TaI(c2C5nI=9|;j>wN+sfJTBJ;a+>4K~u@P_o{ueH+|;Ra`C&i(g3gFG3_AF>a&x1Xi00>$ccX zUp%RXW7|piwf1xToy<31LwAh7*OK%<-aZzl*;#sv*uEO-e`8{Me({C4P?e=_)p{L7 z`a@>B5tBK)wwAM9xgP%A;X7GRSxvc;UR(I~JP{{(Pm?1ot748~iT7P~ke;#Q}W65D$?)4;Fc_S8t$g5<+C&>rpJr1y9B1cOZz-?n`VT+ z*zF@fQysE78zdXt@kXj9LT10sXd2Y<_p!8kj~y1$vZ8O!^d_IE@F1y zWfsUg$w%?E8SAD>@MvsHWx;#Mm$&_=(&-LSE15W!vH0G{^VK7H@|}|KQwacQr01BGEYxov1AbapYd0d zdNWUdLr;@&=nUR6i)TDVw|eACj^8uI%dDkoqSYwgnv8+%^feNT1{dbi7vY>$sr%sS zW=DV0Iyr_Lx&8`L%)_km;P`U?$eq_@IMtzv&--b!@etj!yej&0w=6F9^ zC+A2}XMcm+BS!9RjOp4n6i=_yTk3~);vcQB@j*Jbb1yNP@3w>153ZX-_PI2u2C3ZF z|HHQ5>A4sTmgsefXfob)BlPpK2r&&pTd=U1KJvLdYsgnaqc$IYRL`%m+akK%iH(=A ze??w=pK(girY`KpVbr_E+t2Up5j+M8ukwx0^fsTqsplScw`KdmtotVGenyLPjQu0D zcEUGn?3!XmB1?JxK94VbEM^>n+c%1odhO=p(pqQc>owV; z?&1&Uia&kf)Qc3&;n3T7hw`6q;gelpT}ktswq^BEQxrddw%?MyF(1l4g44-*lpc~V z?F6!|VW&po_=kGj4z;`;`5TJIVfH#&U97hgovRDIs^V!SZ2XUmMO<|tz8udR$LT3g zMmJ*a@#dzR_}DFG&J{fVSlsEThx46(S^FW-IDvNArFw|AUGy}CJQJKR3jGbx_(8k8 zN#7yn{Y&yqEb|e&{J@5XiT$OFUD8bUXTdX;lP*vEx{>jDe`USj2ilk6Kbu*$kKfnQ z@LBdbTzqaQdQFGj!Mx!H{9Eqt{w&f++_}BL<*a8r)bZ@8ovg*du>AmH)$sWbmakXv zkUS%5Nb2@_J)2kEi7{J@HW)Kf59UrB$mf?Y{r4(+%wqqnzkiozJ7N1EIfvk3vP8|` zALD6om6nOn-9*&Xf}e-+?-i{74z~TyN{#5)nj}AB!z_Kb#Pd#AkmpdhXmK8f|`9Pu&^!gW)l}=n?*%oq&st`#jw?(V#mW&Tzbu`-DlxE=7_qeElZu&ReqqkV;0@ zDP&5up2I}wwb+|%F>P_+3voE>Z{PN5DVY`WUNkGf*228KakB&X8!>$g9$uw&Sn9xz%Vi>&z8ryMXHE-yGp-1qG+y!)n^oZMPNoO{p6A+I#i#6MoM^_$YS`pt&t3c<{2_ZN9)V=?G^QfdXgKFnM>iHv z&X-U0y_%eZSYkMDZ=tvBUhb!L5nS%-?_>rYiKnMIS`$+jvi1Wou7QQ`LoziXUKa~9 zS65(z>~QKKe$_C-=h(H5C%*~#ZuBEP@2i>pqdmiq*it&qJb)nnGn!#o^?oPxZY6oz0rIDg37q?-+|) z*XXGTMvmp{FX=DYn=A78tP;<>@gQyPfZ{9c`X@bpg=U^L{>j$$$vno~xJ1wUkhhrj z^~piOX~S_)63O3dLn#_>iuZ_k2Ln{SebS9HK3QwSQo&nk6tT6FL@$%Lv1V{NZqIY zq-!Js<%#mIjy7PiiI{g2jyy=Ztn=@x{eyh}M96f&w^w0)tr_!tco%1fe8$Uq#>|_M&vz$^u6`E66(r~Fm<^Rx{>q=zVe93n4PPY z+^3&FlLe5hP0E8=xjSDQO|pN*oC`?06ccYC(<|cH)ikffXIqH>?TvmW9q+`kQ|MC< zYu=^9F8!52wk&M`e4+Wv6m#_^onZnLNr5Ky`zDKcVyeWZBIId3!U5M9I)z z&NyS8|CE&;f#DU9UZCfaB1vUOYw@JkG+HB)Jgdjr;`kW4jK|=tLC$lP1E6xH|94>G zL|$=;HWy*ZJT`ikZ{0(Wtq%52kyx*v69^Y5S}w_dLAku-#{3 z;w>ak+&L8!{-JeN2u$LAsfAltzn9`qLlOBdtX>Y?ktDuB1gmb05wQN=wT(%0obSJk zJdZa|W9`goyJ=h1xUb=TH8W+_F6X($E-cLIyp!?wQgi0<#%@gBxq3bYuXp0$g*j_WxYeHki0Gq zmBo;o^mP*LJ3{4E@|G@K*^bBFCT{G+mxHi(EWayPxFYZFx;tK6tQ*b(cVO|2`b#dS z`XoHn_YPc`z~XP=Ufvj57hHwEUFtj#B(E9pBzL_0%V z?nc(^cuzH`Dwti8tmR;~n3WGJ#OH;^IaDmYfh}jUVS65uys!fybe5P|0?vPvwFIWO zCe0g;^hk^IB)d4Fflc70>>$#Ax5 zrHAn(nMsa8Fn$4!pR&PqV&hVN-A2Uw3x9?g@lVm{X)GHIiKERpm+7r3&a5<2_X2Wl zM6c}O&y$eMHM{-&rK^(>cYwHY7oSO{isy`eil2?ieIDdLB1?7v)zd!NSDT7X)!_ah zyRE~p%=x|G`?Xg4lJ#6(HOl{ag0%-1@);`?mmbIGyhVM_x!h&6H&zFB${NXJ0l9}h ztMMtdvkoxI3OfFy_twU{OTXv4qbaM$)G1HZ?W~kMigsuCTEzCxvgs4(_)I>jc74WvzE8 ze%zhK3rmPF6(C>R*hh)d&*>%iribD865}R2=0M0LA7J(zH7Ve<1FGf4jX~np#q>FY zKKrxnT~OF4s@&i+{jI)V;X&(J@h41J%W_xXS9eH^FoQHP!lhb#CCa>sl@B?05w;FsQa?pF4{8{ChovTknwkCUzAaSzZ zmoip8o_jTZ--dH#eE!SshQ`oNZqCzSQWb}OHTnp+{*TmqNYRR(O~irqQ0fKe**JC= z3*L=?8)0-UJFX>f)=risRZo&0DjrV7$qE?V(^q*dK4If|>^D`bm&kArD;!FOWFf2M zdnq|j{v{B71K=h|jhQu#l3jScjX9gA-a*QreYN5b3;1#qNK_Dy zHsbG1@Jscbb@06dSKG6BGO8SeYxl$NAa?2Dn&gC;3zMwWuM4{#Mo(?t^ROZB_rG*x zvGWgLSaPSH>96EJ&l89Fh1ikYr+*dhI7W&<6O4biyY0{U)*S3^LzYJ%(2G7Z3o+;q z=Ld@Vhnfvnn^lh|RV{M#;qS?Qmuf@n@$N@99cq+?qI^x774`q`V&Mk;=60Sm}-n)=~<2D|KfRSJghLnHLhBz{YHLPmE|smY1R<$guuh_%L=_gy!;tI z7t*^p=5=F}`^lPn+P6q@8{auz+R&C}%a>m)O*t?Nf#095yZm zsru%bqQ-xchINgbH{;16S<~6gq!`X8)`=I1uF1}p3>4e&CiBs!ES`O+$xzzR6^9u= zH8FZQbDF+R=TmvUkg5XvxMC6sO1XL$8Jp4fY+5vPJiBu$;>~jqn9e^NiY|9z;Kfk7 zN{^{Gl}ZKESgZj_(PNoCTr^L)nnn2 zdP~Lj-Rv}};O~nd(2)j%*ePTX8L`-QVPF8S5XIBiu)nvA9 zO3o$_?#^~Ywa7c6muT>ZvF|gZyifbo$2p2jeMO7ZN~=Wow^{Tav*Ju#T@RzZ;N6AQ zvLE=Af)DLYmSna4kwtRvkvw3fNw6M!#$#s<*Ee-dHDk;XN3*g!l@vPrnfE%$1DAX; z@JcUvEtPadLQ>M7NNQe{4sz23iJPDxhT0_{fT($h)ag{DKGwMDE- zM*6?BOfHeR=8RXctttj~#pltyW1jf>HJv&a&>qTrufw|4^tg^(&qFOcsFLC1Dt_4& znt6Y-9}gH|)cN#j$huwK_hpB0OT8oyWj-(62J^PgZFB5yC|%5-Uu5%9M&5^R?};ae zknka%unEo&h=Q-v{b*ya#PeqQ$z9KX{5Mbicfw*7|4FXfKg}+w^^!UoTlvyr_~tWs zc1ry#MkL?-L>}5ui!o5&&bNEB+1!GC9@0Z8(mY}07cnil$lug&1I#&{AKXr=yzi|; zpEAZd77Onn$9-bZ4A=b#-@e!|QlAH!8LML7CYBfur3n~03KO#8roH>2)Ly()tGs1M zRf1sGoJUl{?du(HO6KfpC@*@ppl5OrG~qp`(c@NJ&%Vw?mdt2J@sfEEN-ntbp*s_E zw`e<@hJ&ElioU6iw5VX&KK#ED4_;!#FW7OQ-ip#(=4aJo$NcWT!CXOv=m zp*qg2VaeRJ=Phfp#?omu&Q?-0hWPM$~)tuSp z*lna4&sxd#m7GTFT-lObS>ydO4;=*2D((g9(Jre3jy1}?VqWS#9t*W5{B4w2+?rf@ zdzpMusS4Oh1Q;S3&4ANL%=^aAn^$tc&4c3yXXjT>_ge>vPkphw8f%s_GpsT4 zMzZu{qxE7>5!k$K#BVWplAcnfeHz(fi%qWCjv3Dz`xRXL$ILW}oXc6~Y+5eBz-2Ib z5e`}V_6$qq?Zjg|AUS@k>1~HImEGqwp=$#(`aSL(+l#R;)9V4UXH7#g|NQ~^4{-cL zHvE?5lUaESZY~j}Ue?nlXr4lnk61iwn3nUCd+>Lizq*!FwAU3!Pt z57XvX7Tzt+|H-G{GGc1}TtxTTa2d@SE5wf*Nq(VgvtoLk$Tt=$6(E^hH|1$iMKtc^ zzduBna!{Nrnzduy!KB`U-Syb?SkX6`ROY&F9#povCYkf{4Dvu%rMlWzkeoo@L88K! z^tzW6uR>xYk4ufeR`6OZ;=dp^4i{_M!=n<;^b~_quehu62f1zsdo1E{dpmk6Hs8UI z@;N@WkKct_9~x8=la{e^GT|fx$tiqm1^l0&;jvoYW43t$54!V&R0SAD&RUN5;6E$P z)a&uN4@=wvgNNapUAOCb+v!lM1I=4uHV87Kuq_o9Zeo*`Y&VS`{ejDQqf`u+@8Fa5 zFuw#m{%`gARB>`LY0uKzJbI=M_C98)1&~W_wd0MIooStMVJwT6V7FA>eN~IYM339V zgHKuGH&Xv<>>gxD)q=+h5hK;4rt{h4>reILQ0Pz6x{g;j$|H0hVAMOI_l;|>5vfjh-9rUm9ZtvFjeHDtoehONYpldRf3WWy z{bgQlSn$NGqCTBf2D5Cc2!2eX+^MDN@W*WQocaD@mOh@m{R(r_DlGZJ`PwkaZuoqj z8KB)52qe49X|7v7V>%h%YqCV%rW^;we8ODfiZ{fM z^VlIP$Jgk+q)0M{hh&ZXa@tIQ+DBNEJ-%1_t_;m_MrcaP^XNYcXRpPhaU@wKc5Eg` zCBFKCk*=WGE!cXEn0P5{$~vBEnAzKOKWkA4I#Au6@n; zcSE|eudUAJPM{>MpN3Q7-qFr~$yRw!*$wR%b)6O zRyOXBOY>;?FH1D$n;S`Xjrs0IXs3qM***hgRn7nOl>Jbu&Cc$2?2lRNiw$%8W-AD$FJkD+7oV`i1uC=nqwATHoTx05f~v&-Su z9$GwwZxzUTqQ3VPud=KBCCt5!tq1VFv*?{woA0ydEjZK_FJEV$Deg-i;R_4tnA$7- zv8D`$JW0d6{~8CSCg#H}G&+**Z|ZjeNy@TvvK8EC+_gsRCn8QE&uI6SE5+}X>^sm{ zkFowTvwtP*=`Gg$kB(I_t{3(+q-(P1-AcdWtdte~PqTCKLGFM+YJ7Z(QD^Hvs{%&T z_6q;KSGbF59F)c$#^)I$6HZf7WAeIcGN5i=y zZl+?u6XYsOx|VeO0sE$!f2y!pH6EE&JSWrXT+$>Hba`X_AdYq;UvipO!j`@To81Vf z?4x{4v>PUNH8R>*nbUw>Wb_XmvV|qSE<+IK( zf4_xoqggODLc-X_c(6e9{u2+!(s&pD*kbNDmKPo_-eoV#eh_$%pY02)i(Gjd1b5JE zBAeI1$K)xwjJBO1dOr<%xsN&1m08zwgqXLt7Mn2aCRf$wUytcIvt12*IGB&;E&p_F z4$yvY8fEX%+c3I^93PPIR`$#%q$7A|4W6-{Z#E}&o^E`@>)+*@-AR>7qK}I6pTfE_ zkIQF-jVyYyvWdoj1en96t)mZ(!yvevadRLs)1nG>;dv`->fSL*sw=lU-O3lRRr4f2YYE zM#-AGYw+zLT2{u(WckfA&Fo;!Tcn4{bESwn8A=b*tF9Pd#U1NrcB{zCKH%}Y`1*Nb zVLnk8(N|sLd?Rj^#kh}Q+JTG*VAy5dPVTa>N*4C4kluhfE%oxEu|{b##8}g{*}~@kuvO|P6ldXNF=^#ze|M;PpZNk` zIe>rmWzp^QsmZpv6Uis*d}d7Mwf6ktLt0*dy{SBqJiXtt+A=&!m8tIR)>=nn{zS35hgNN+G0w zkwT;ll@N&xiBgfdflyIIhN4J=N=mcg`hNHMxZd9Pob&9x*Sgoe*52oN_FfBCxjS|! z`@g|*$(hmDtbaCU-)oeHu&AX)p16z^Yu>j`p2UA@Xn!jk?4Z#Q2(B?o=DNpl{Ne)s z*YnNg`Yfqkd84LUUlr@XJil3Hj!Q0}3wUT3C>JB=Y3!2y&olT*?v^&EOXkS4@b*Yt zYsYdWF!OKM9V;&8uViBVU7x8QGZii;V)7)byv<_Ay%4(_cl%;>5k0Mh?!SI7Ws}6p zoS?bcY*C9HPIN_2vEVceyA76^S6<k^^&z$vX@`WW6w11?RxD9gU!5u3~n`o z%C%%nt)78w_$5AFW4t}y`iPhvc$JhKW4=P4&PV>61*Aoy3FR{dKaQ_Yt+Sdfi)3jqyFZ zF1yhxd)yYXS@uF~#fd)p$)3>@e0FeQUg~KkokXka{JbP?C6DEUc$)gnZ?nZ5EGQzX zZWlqi;8^Z94uaOpaGuYGOI(rD$CZrvsB6Dq!NV}Is8?-C@eY5A6uZoaK!R*}Z(2s6T~ge8yky7a!}BB`fTIU3CL5s>o-Oqpq9RE6v|y+2?CG zj)(f2t{ci`warN1viS%ym^mkr?A%@3rr$eZ|DWrU!|60yrIOQ3J#7#TM&Mua*53q!t{C$rPPU`bB-}}j=xJCpNDSEw zy&K3mLv-oETBESN9zR**sw-&F03%zH^AYjvLZ3|Ya|e9~>w6(K4Ap*b?|cHsU0Ajc ztJUP0pNa_;>9d~KZ-Pzkg7oEqM?v8O7!1d$h4g!iM^(Y;&!L|=pcSdITVXHU-bjWm zbpFcsjqAjLe&40AI>B`vNuDYt z`F8m+eUjz8x!>KPGnaI`Sak>fJfziLu-xq0O1vSvzfQxngYo-Q2##{)YY?7Cm#w&5 z5sPo<87nYtk*n&6$BRg?i=;zHG#8Rr(qtAd&Ys7Q%^F`~(&Mh!rRCA=u}B0y8b&u+ z1Kvi84#rG<;hIp&8Qp!baW3E3fXVG(GQ#z#LOH|uC-bs1;W-%J{-EWpP##l=$}|0L ziK(6OZw40S9`g_EQI;el;MN-E$B_3D9{3OG8yoL*_D*j0r|~3ne$FTy1i{YOI+{LJ zVUj%y(~Vl6&!y69_Rr^ZZ!;V@l@8wVa||^tqJfJGx>d^cHG052D2&G|KPe*&?|z zo8f<+)b12Xzt%%)jCSKM=U`%Ok?C-jZ-DQO#Ki|#FeeI=T`u*oHdwzD!M3kiw~zi4 zLypJQapLBq{O4lt-vNPSg1Ukn@38lIMl6o0ABkNh=u!r5eMpr$#Vc7Pm1OFRxtVv* zfbt#e^RZZTuGfRa(lXE}Zv3=_42 zIlc^GyGnEz4uw?Y*+Y|5cb@?H^Lf=GOx$kXnq^gU6Df9!dRJgc;&L(ytiZH>T7L$m zoEhB!_ngg1{o8I{KZC39V8J)~`%0`hSGymeG*IMt3vzq0_k67mhs#cJA@$V$^6jv) zYm%cgr)95Ymw{r`7BTD`cE}y&YAkXUPdrV(?_*ITW3}f?8;m;7oI8mRWdC9{y7ZxG zQ!%-+c=0<{p3FWQF#A(%ItW7!!;dfV;c(J?B!ZMK<+_JwAub9EDSa%bid5&m%OCRjOCZlM7y6nX&d0MiBef#pu7OwBbI-6N!CL7+&{>hy6 zfxgdx<^CesI5BSzF0M1~G5oEwt0rJk4K_TErY%@+881#OuFZc_$?phE{10+1Ma+3* z?+f9`I>dGL3bSN91MrlwW1NA6!?Cza+oi>*nNW zJDFB_QasoD$y=K|^_S7|ILMFJ{#CP7MSM%HiAntD2xzZ@&t{A$BgR&-HW=vNpNk<2EFyhgXAer*35mesR_)dvr$7*ClA>3V%QzL zei5GLtar6S>yz242Du+H?in<$&CdPEaT$!iF=*e%?pJ;Q_r3A0 zGYjQJMfNo|_SY`brm{?)AC4i%{uq5MWGB(+Pr5F}zB#n{5Ciwc!58tbFD@nj%AJMi z`L?-q6f4$+@ug<(nr7_WdCR)yeOCKa`%^`t)Y%wp%&xHbi&vCnk?VMQ>Mb3N@u{-# z26?U`K?&E65d*T@`zUPKhcx{}kIlya6k`{XW(N%>lchL|C9_yL^6ksQchau7)-BjR zCwY@mR_da}qrl@_B|>}dZ^)UK%Uo49I@I5`UMYO-i8l9i)w1v!-)F-ojMbJm=85dNR^!iM))9Pdu=Uq5 zSTRr(On#KTU_Oi{pX=bYT#jPmGHf{AVrpnN>n^=bj9KjxfoY*6+x> z7;?SXaH+l*@ze5jy<9H~#hjd%8A$&vG#bJObHcB;mdS$ngt4cwbZH~)Z=A%DMkM@# z?$2RtRpVS^MSrFL8yF)s4-XcJb1ox0(mJup#bWH?W{ws{noFmS81fXJe@Bvb+VsWC zIgmONc5nLpSGL{**9B})m29njb}_wnvPv@P2DQWlHclIycrGko@RpHke;YbEIgey zKe=*>NU)6t??V41-jVy=$#m2hH(xczHxRmmw`}yfzF68woK0*_wXWn=S_I9VtUZlR zlX=l++AI(^x?^B_p4n0F=d#2`JgLZ1In7>)7SmpHSCE`IjmPoFTm$9*! z-jl`UFt%9_gCptC9B;Prr|c$41>QXI`%~|!)cn1_UN-tFQSM7U-6HZmZv1zwT#~J% z4I6f%*_jY5LY{`Sc+e;-F(LaLz7~gWbX_ehZ>hiOJS%hSP_dv6^bQqg{==+?@M5L0 zvOhk#2+x7iy{u7#_jG|`PEhAe*(BqpR&6B~Utz2suG>TF@9-ge6Z5QXzWMoNJ)KCd zrp8*$ng_Y|8n_+>r+u*FCH5$97Hembs8l-t2k>W-n#6M8Aj3 z1Y=$KjEMFNO>#Pay;jZW@Cd0NWtU`K$?mwdEbtsH7D4372#P&Zp!!dRS!d0oTiY_6n(2k~&XCkAy;3i0*dn(JYhi$zvh%rT0Fk{SYgN z^DrZs?T13Q37N);otalwl4-5)Onq4VUNV)YcM0S6#)@8~ItJG#_`H`$cD|ANxoglK z*O$S6Z|vzyj>DjOpEju-_z8R~h^Y&3@-d??XT`mZQG;b?>hD)q&Jbf#@9HxMCx2cC zSUxK*G-K&=+35><6(L=5-qp%zWy#i*^)F_t?4`O4lBKclcOFtpUls7{aQ>P5l0#ts zpp`{G-Z)avR=4x|IS}c_r)F7;zRMb~;XqbG&1j#z-fu%_7d?;G zXCl+Ttk{56PBdx_Bd#ZTJ6K(g zE0x(R->-8{`2#U+huGDj!2Vf$Z8#YxLLeC<4<}*nOWclqQ?>utdwax@?5xeR!%s=x z6dI3_axFw}79AHr_4DK2Es$7IsIfC1G+n?bCSst0*uc&Kp~VC&U|$h6St zKd{cT@ahG-AKB*A?2cu;Co6av!!G_PwaoaJV z1wZ;wkDrS@!)ZGJrdjRX4Ue3t7=*E9NtZh`rce$>NhJo_Jrr}A6Q@_sH3ttedig*cOMmk+?Vwl+2RzzN2v0{aF= z>WNA7jaM4i@=Y$)3JC0 zll3JTCLZS7HF?237+RY)C9x@dSU~IbY=0zM+y&nQFk`B}b6TSneP6}Iy7=CS_pTPP z&%lhM>35MPD7s-@7sWVAeoo94o*`YXpKg@^2FXuRul{xl0ndCX~J_VX@ z@PM zc9lIxvP;d)+q~*w%=MybQL#T2?8m^jp|+`aQU|hCq2G+1Pw?3S7XQVJ)JdzB60Hd4&~c<3f2nW4<}bO%>0+F zvb$&*K33z=yALkTNl@(Te2{|iY3#u zyM;&X#b*1^X)=5NPk)EdWEZ4fVTYmoDp~%A&_6pW7DBNHOn<=Ofo%2xrgajDzQ&T( zG%aeJN_-&SCwf4s4yz^8VSBxFCs}jct7uJ^eWxYJvycQI!6av)YqIjNTA4-nN`#w~~6=LzX_6G?eFDhoQfTuEot8sm_{8 z8@JKy8Y3qg>3l`aBxRtf8_t#`2?1e3Bpq47B zU$RS1pKcVV7P#&=nBRoaJ4v*Jlnvom3WBLp*_pgKb(`me{j@vGdk5*WDsG>E`5%&W z7Cu`jMf7l}_2MVc>*e39klw-4 z&s_ZyX>Y}cI$AX~BQ{{6J@8C6&;y~o)#rH%mR0ox*L-BORBg-itMVl3r~j^9n-A&G$QVaJ@J+sv z=l`i2^#f*&z~@vx%&yCKjQKoCGk1+8(PwzqOk7A-fD55F5G!sKr=BBWc4qv5W64){ zF%O+*{Ouy}XZoDw{oy1Y%o+z^-PQEYs$eTG$i1%vp_jeDKfvNq>`8{<@IR+P?sauN zHvSco+3olgtT*wlqR^h^yUrBcNbTxn`tHqAsU^^cCs%=8@=>JP`it0l3aNfFTCy1K z%Rcq3Hj9#L6swdZ{aQ>bN4h`wPBEkJfxu<#@)33%geCWz2R?vSC+JUy@D;o>QZ0sh z3%w+3#%`$e!ptVdE$a2ZdN>$YUl##(X_?GRAM&RzM!OG-N4YBJ)3X=hBzQi5qDa-6yzAM&DArZrL)mGTIv&$$)P#S1s%2fR8so$kx;$WB zJQRYH#J6P6oM+^9EK(doe~JF}@p~OfQ!%O|i?pE0Lt?_`n2?iKd$Yo1*EIB56D;aL z|7kFJn(nPwVw7GhV(+g$-KLkb@G1L4bN??nYbO_4F2L69toMvqd=fSnv4TqO$Ls;F zjcv(Nv63B@(ROmdpNGSvhLKi4zMeRms;Rf~@pHw8AIX>Vj*D^NN+_kmPJJVE6oryM z^Z*DYYs{~_elsur02=p`?|GJNN{%N*-cPkS2XhDLVKti#%& z@si76Hkx&_zpx6vrN(b-pH#++(a>6JwB*oC4TkJ{Tcd{)*!^~F?nsWk$=wqUhw1M~ zcD&PQb6D(MHd@U0O2F${k>@rMs1YeHyGsA zHW72Exwxy*w)(cajMUHYv>)j(&0nP;wOk*`#rX$Gt`o7E6k_V-IMo%t3&@{JHp5Bz zwdkDZAfMyQQ}CK2ZpA;_88KCn^9`&k6!vGWf1zI*6IbKZ{br^a{BIZ*y?_m~NOzd{ z@c@rWUY1|1kS@fctJ$gqiI$Ocpgucbz|*j)rjKIY`<@IvcxYeRcJ+UMm^8FrSdFiJ zct)PcH}g)u7vU{!>s-d9;PC9PMKcM8c*>5Uj9B(yA2pH z3Y+Wmu-$YSOoKN?pTzjSaGJt4sZ`ub9QaM!++7`mJ;&1G4Ho_olFMAN6gHi(H#y)^ z{LDO5G}9qe^Xk|jL&r1i~zTd30oxOU(unuHv!|yv$a5R>jM7sycJddTe!6;b} zuJ!j5H2E1@t7@OD^4YhTs%w+AoLE@rT@0CFdP&X3E>;8g>c5M)R8ItZ*Ua^X&mJJj z64)l&={K&ap|_E6dP@(pdEa;}N!5XN@Y*FxodxMtX625wJ`g_8{vz8ykgunY?2@Zig8w1r<8)w50_G0%xA;afHMzh>5HqxEpH zY=9Y|Eo*HOr?T53Rra#)v$vI6GIXZW&Ip)K=R138SCOWv#F0HLN0DzOw!N%HvSxh` z;naa2k7H+vOOF`!Qg%I?RJGXUeV*_NjdQkki3mIcA{E%`5xpfdMCv?+J%6+8$xz#7 z%$(BB$&`!8^01k+9y{03+c)A+{G&I#YUAJn?N_ncD)!6C&f~4V)>xHnGYF zs;k}0yz*H7nCFApmmea$5@XMXt{;c#Ze6v@(xAv__ za+3a2b^T4KKgOcp8!bDDFDO{2F(&6!%{c6yVzk<#TUAEwUYF!wN3ln8i9ZLA zo1vY2e%b$9T&q0eU&XsNd#5qPcG2t_2-nqOju?`98I|F3B6%BNbH2UZNB8Z82=#|Z zo2nW=VNbrLA6HnFr4HBttU6pT?~!XFjb7vVuV|U4&gJzyn(RG{J`*Rl;@=Qf$tji3 zjs6{Ua?WO@7GuSRtUoWdcBxIm!q*zIEQ+j9XX$f#-)vQ91HBnmeX)5IJWm*6O0((lYuNbT0HJS(hg*- z%o3GZW*pC30Sg;3w{RN_V-v0&eJWR&7jgY$pt+W}y zH_%j{u8=!lT9+IE>Blz3^jojl*Ro|2G>0erm(L-jMWb>;jI+QYA zodS!N`0MvV{2pVBm2CVC`JW;8S9~G$C42e&J@Sua%a1U8lv#5dbl(vHQj;@J85@!= z6)O+GpK2mhdp$IPMDDbmV$>7NC5aEI=X#X3|6%C&eDP*uoFSesV27O8coOd>;>aWP zNqy^2p*jRN7GmbU{Ne?zk{{>}(v4u*w^*SwM3bd4d$FIwnKoXXj(=;c!gjN17joW+ zvtzvXmi9M^w#Mn|kma2yhF>7D^o6EmS80iQsnG5r4*(5nFl8@+4GGr&jC1iMA1iuqH zC0(-?(yziec`jcf)w5>C4_RqDi`{R8WSyRhG4+hygp^B-{ys*w;%6H$Fwf0CAp6rW z*v!x0)LU}YP3MWJ!15RW$yvC>&H?6~i;PtlgHmyE42iCTUU?k8ijOoG4eqDSQ0>p+ z*IPucLA>~9+8?O5dDJ~^n!kN4!xxOC5+vTpgQIGp!$G)QcQ7}(-(@j`&ww1&dpKOK5BgSgOW=CUl zf9=cC@da(a$E362kvyS0e0Bq@Qp2VtJ->(cFXBKmk`y;`G1h9xr-R~H7AcCCH?q!O z(EXS1yp0E)apVNL%@;Q+xbiDFEP&YG`p&(d$@CqFHp_#fLpBkww8}@>CUlL}|QdK@Z1;QoS?PE5~Zi3}T%}Q&zzWZyH>O09e zayA{>@Ps+ET)^@ZM9>*}nlB!_K<;z2SXWrBl%Yp85$`x`K0=F%&|6KaMD5fn$a9P2 z4jBW>WLkcepL}cVmOSSV+6*ap+)#a|QcVpJ={aLpVV(6xJ(8tc&>{7aXYra@-mlH; zPu1t8H0?sR>=^G@Scg1`moFOq81v51W;{Up zzWP~3=Y2?dGZtmFc@_rNhxA%Mi;eLdX%>kO z68CfRKD&|!LZqa5_*}NlouYZ7TJlTGHp20k^^Hj01RE}6rR-2y$Qvs{=bwT^XPIw% zYH`2l+=y*cr}lmtr?2_iEPJ^wuC;5niIB){Pp!#+nD>fBH5$Mcy|``N{R%pv&0z~ku%5tVp0)O z%odmSz@omkwb>{qIkU@ZQX!J&IdW>R?!d7vtn`~GQ-S`^<56AqxWSe2q1*i|Wtr4p zyAdY&E>Q!Eh8ukZY?fo=i>&akD>{f2Ik$g|SDCBNu?G1?tI<^tK1#g4~vJ1`iJtXokn@g%+Qn{Bun_MG(MHx+8U)(VMU#) zEuUk?1kzUX*+>!KZM?$ZqjR_3?+RCx{X+ zK&z_jTJY4mB+2QnMWn1N3RdU;YuInA8RQjsEQMM5 z2u~WrJCXyYyDNX9OU@w-Bm3=al&97^#fA5+x}NfGQzLZ7x!yiqj)jR2sUY_7!>YI!Lr3)z4U5jU6kBI?10o!dUx=%>zZ6)Oub{!W(#e zGdh>@PJ3-~mZmp0H^kYc`mdmm|I8XyVbDaRI>YB*!?qfWr0!_GOPo&9r?`~d@|*N~p8wmC@c>#ROV?_nkJR_;w0sNOZ*u+7Wc$|KmpjAf zvh7(AUJi}knAJt^2NmLWDO}2~>T2ZZ3Ec)-G~~T!VA1E$J;B`5iO$)_kUKp6wc0|W z|48^O?zP6pw(uN6(`1bON)*qof?w#nnPxRewpuT#;GP|f^C9%M_dc>Z`iEC#*V${h zmM0P2y_fG?7m~RIDyzm)_b6I5e7YNoSZf*Bl7;^n!nt$${FBuX_l2jZLzASf7^QJSA6M+x0mtXmyP-g z4_j@`l+x&u!2jXvck{?92eaXL5t9!Ba9+t>ChC}`RzCP-**$XgEeV2(W@GWFYLHs+d zC$ruun4a9w*;4 zeuQN9bjC{8@%G!qgjEoKS&TRgp4;(z9_>G+@uPIPn8b^5_IXSnhG!4>^jNrL-^w%+ zC+pl#ov8^{2Qss)PENs?Rj&FH!m0jPLVv%C3B3x^q(aXp_>o*a zH<*1#^N@8U+{k~6@uD|bFLOp+$lj;_%{-|#yZ%|Y=hjZorHp&E_Z#8bt7J=7^!kub zCV;)jkf=YKFVbEm*~IayZH;w0S2{icKEF&J`{|@iRoNQGTZ~1E#EEY)a26So|NSfW&5qLnh4otxpClt&_McZX zTRc(l)c44pJR+&&-Io26r#H{0a$o!#V~k?ger$BU)}7fmxuLdUS$6PNq~#L*ETZMV z`n*lAw~_WQ-f%R{wrka#mv`VT+0{H%Z?9P`{ZIRw_*iOF?B^%hQn%^tP*Uf7braFz zJ#oIZb~$nT3p=!jaB4BPGDe_etS7;~N2n?1s*0~!wR!oLx?@}D>`7`_jA=P|w4 z;1|Vk>H=1H*40Ofv`3ip#?xU3dkiP##m2iF1CyCK{L1dUa|_==G83mdSvh(RFy7bx zo+MKA5P2K%=* zG2j|#eu$Ze@Tj}=m1hLK#eu&tX)N1S=5y=$&bd76Bgpk8aT)Jc;jfSIotmyc#OOIo z+leLfJ^U`L@8sP)@%qY@C(`Lzm|kpNO+}RCiyj2W)LYmD+aJi5=M;}yL;dZ_lKN@~ z#i3^O7NmHP4Z4%5Ck7T_xz}A^Q||{EslV6nkUP)He`W1C9kFEFA!OxwbvGE1x>d22t(TAn z82vU3$nL%DPAShvZs#>^tQ2n5YKXWxkiB}c!;MDX7=C08m*#1M?hxllJ zYl;s=yA58wK)-jjeVA2_Gqb$SUZe3nxg9Pdd%n-rBZJw9BzJ{zQLgWl+B$MSW@EL=VbNEwJn5E6- zEVK%$my+l-S1g3UUseb?^FNEtKBrMNyqW0Q()vA|e3!A{(U`haU;TXkJPpG4RN^>? z=UhUj!`b?NGUl{+a-#f7m*jR&jkRt#@-)eg5CL{!?wf`AxR<|D=kO1{(cEX*Z&1!R zu=Z8}*I-NX^;`#;s%-r=Pfaet{>EKFlB#SwoV=CDvzva!M7z#(*~J&DvPFG9l^kA| zkU7~>k_q8-E9vL-FpX!Ib4AwFNAZ_D|1HX{H<^cjV7uJWYry)YMA%~bPd3deY?w^1 zN3!`Qy|!cB%%*eTULLwt%$t+6E(_5fw0(n@<(uI<7~GtVrnxGoxLd$083FG0>ThU2 z;+oWvs*WqeS@~t7E)_@4W~Fi7DdBbY3jT~O|CpzXV^DVVrwYt#vgyGcVS;M zJtTMU|BQc!xofT1*NM!<3lcrc+Nhn;U4;U&@FA~=`hM-|9?A_nh* z?)QAZH2bVIY7g->CvQJDaw=&I7NsKZNW9yZmkbm;4}xWKdmpXcQ&3%Nq_tMC2l%X` zx!^N$mxE^ZKVHVVIT<^hzTNSxlHRh)o=>>RqrQaI7`WAC?{_<^n&S}!Nyz+7~&0x#y>^KA_ zH|zB~T+N!{C9x=(n(DeHIYF~)AZLkF5AYXyJqO3+)=L$nW1!Mo&pFNY0HpS#@Bg6t zARb&mww#+NM$W_8t`^iTC2c(FH0(&;`}OAh;^be285NCRmfkD8JDSX?968w>G>``E zpxdLs?TvaI%XSx#>jJEM6+KC9myMd)aweQ!GAE=K({Ffufe7|BPA!8~ z1N~l(S9zXvA0N9;WZJCV9R8e)=E=QQf$j_GR*UVDZ?P=Y$KuZ(R!wc`RGTjCnwd20 zZLHKI`<~q=k>wSUK6~ZrkfbzRvP*Ri$v2q4lH2iLQvZk{#jw7m+2ANBCyRad*BmU0 zEOvc%v82*@b{LJr(lWU5Hr>A!Q&RabcOQrAuO2SlFETcw%`Ez?!J>YJ7;rd`+e+_) z_{Bb2?19Q&uzJ}H`=l5#U#qQnJxLULjb(o#ZyWu5$#Uo6-hs3#DIO8h^APPN>7+2sv$;JaqZMmXJv_ueH=JcKXFnR1c2>^I(*^LD$; zSVjMc;|=`&l%b;_r*0a2e#9>)~&V zNM7Ry`F8TQl;ZQ7_{y!~M@tw_gGKf_b|>MPaD5VU?$gVKcvg$X`8GS=tEXL^dmZ_n zJ`p#M;P*o@^FgzG_O~Q2_uYEm$ny@t`GZ|G#^=ZR{4_f4hH?|U9gE*Nef={#9m_B8 z!?)B=*xMD0^;DaW)Z%+vjGQ`rJN3{5HfvDZ?F_QCk3?3nyge~BJ%vCj?q+fj(8SJNrABK{F)?u6S}ynZ4^q(a>d z{Qo~ZdcX)@;%6DiyeS@ZX6<&6|A7`m$h_KBeO!Ag1`Opb#aKC6iB`CJjnR{fIu$vp z@rBdLG>sf<$Waap?hs+h!{sGoC&H%!*q3avPMa>6_L|7@oc;&ldM6%yKE40c*TW(} zW9%!*C##dCtC{K{5#eIE<)nGOT}?9TK2Yl_dacCWM`$!jZfl5^`P!f`*W$e!{x zdQPRL@9?<{&h~+MPnfNQ*tZZooGdw0IEmKnjQ%DKb9b;Y^s=AmLRuUps;waH_`F4eBi6lI65(fJ?xxK`rq_AoBWe#y3>q2oNYVsna7R$ zBW~QMhnq3HHCsI)mbMWeDjFlT-mhho@p`OCtNh<4PY}uV|UsL(v68^f% z$jLG~OJAwTv;~F}MCJF*E!kOoEQZ}gjt8x$Qp0NyzkZfy)E9^H4E0E8%^~kYY@Av; zr|F?IOFh6(UN_cy(exX=B?Iafns+4C?W{1IEtAprGcx@M>s7|7qNf`Ef7kD3u+G!g zJLwR6b>@i;;-__ZY+2boF=kMH+IRn(CnD1%`#i{oBh~J;V>V5t+6>( zEQ*Ow+4*pXNRzWZsStIlnc-ntzFY9_R9~4dPA0GU1or-nb&HYbZLFBW7mtHpDxrNy zr%!#?IL(Oj`Fb6!`&iUY-rNx^l&8E`km3Q}xe1o_Sz>RLM}XY&`i4b6eA=D6HzS?dkrlN#8Xh^nTd2%BRTyvX6GJVNFT%MqM%Sct6!3updvH z%Zpc=1_2{bbiy(r|U7aDCEv(?FG1y)#o7Bzevmf;oHNwm-9Wd^*t5? zZXnMgyzg|lUhevRS#%D$&cdGJu*mbFQgF;3=~B1o(KI2p*%zRA4IFV z{!@LYT2*iSoeaTbjW14-}%6g6IKONRD z`t$%Z>;8V1^eQ!ia+2d~yiNAo-=TIJ%cpuwYSv^wLe@uBSZSKSm#|M})sEs~DhnR% z-|zVRo2>jdUwn~-o!RF*dQ}#i{>Qh!@hT^Bd*gP_q365f$@tR8c;|`XBS?D*B$JC` zA^*y3R8EW3Cfdtv*%oFCaO_(=JlW_qc=u_rx{{4PCRMVLr6&4ptlFZN@5p->yM4fx z$z$IW0zZj#rRbB)1()bIRnZ3V@f9NHckFX8>(=s9QokpQKht^aTIl3EcO7emecYYzhr=sN+`sXamQ0xe^er4O+;gC$&&7pT9f4ErteemsM z{TGM+G#-;0vbi$PmOIezUKnL}dS6I%;y1m?^AMYKAmcQ?)QILk^ST#|HNz^s64}1O z#b5Ye19M$=?z}~tr+xAq?NU*qF&$DhajC0%7v{+#V&B6w97n?Qjs2m_LIEP>#-+(ksN`i!*QZHc_?;t z6}w*6<8MAognbken^>}^7*w7uHjyLecitvddlJ0lo$QPpVT9@={G2y_Rak$nFkWhU z4#&Me$2Pk!FYNvcHGbDj0vQR;h$GME^PcaxEE?!8FerYU4;rTDH>L$(Vn$8F0G(PcY)I zWJykd#&ByVqC8CZ9_)TE4{FNSzT+PoY1WLC9kD-mov*@|v*Ga(boPSpSNQieY4Uve z3wY(}+tK+UrYUFZ&hl{{z9Le zce@7~HCT8)zbFE|R%VooY1qc>oYR{>=%X{~n^+H|qGz%pClASNwn;Ud4@lFTuRa9H zMhH_KscPPQ(FL~{6FWv04Z|Fxi)J3vio-Om;E*kGRV57XlwR;X&k30PDgQafS3 zgwOPV;x7d$lYMiPc+;8BWQSo3Qukn?PcSWKv%jG4AZ?OmxS?pXOTXV+N57Ac*W%wb zqIC&gntXxxuuz@}4B;EKtrAiN@N_@Dcz&`(eh2$5@an~vS{v^=a;|5Eppx8$|B0^6 zdFTarIn0$gXSbU6slq%F!(N2$H$3|(eP?gZQ~Di>wF6zB9T2G%*A`>;#kDD3XK%~H z5cvUU3WIX0?@dME4S0h0Y@U2z8~PGRZNY?>;g-Hg88r^ouV zvYt~>@-}Og%$=i1l)5{|@S%E`yPi(3VdU<@{hs^SumXg4vDLA>;dwS1z#4n8$6);F zg0tPp@Ff;J$s+fgg;KvX&!dO1SZBCY6Ek(zlGMrYVw?)OvrOTNSDteP`v z+sur|!R2!8I~K0##>T0+u~W1i4z)|+`IXV8(6VA(96t$tFG9F*e*@ zSXZZBWo7t$ge_S!?8cegQ%**jWWxPbg!urgN0O%ruD+=4=g{4u&tw}s7be}s;A-$6 zNT)Rhs`|y6s1bRtI^t0bfoc$-C_P3H*=qS%2ftgM3xC>&yD{*!yn(zsZ`Z z6p)-Si=nxl1nWqg9cjyG#YQ^2amx! z)rwM;=6>jH*Kaa(j-o?$-}WKH4J@?AD7P5*TC%2Y!wo!OKawA5%v^sc|DMWT$>#d5 zYv&v5713=OPudHr@8R@+Y`05`QlfQ9(d}a%Ti(CN;aKh&zCyo$FzQs^GoR-D%`)S8 z&Jjy9%pBiC#P)b*3BP;}*U>gSA?* zQh)kBja9|8s6q4hpfE-M&EazcmgHI6y?V-7mefgJi3KCseF1GRq`?53$}WdW=Ac`| zq|qY8RV=^L>+Bn!#agMRl6qh{ReC82Qpt0S(XPXlJSRTg6?li(b1sJ5hCTmkou?@yaH694k#EE``0&BzuJ4U} z2lT$8V^#Wn?7c%o!v$uvvoU?LIkpLFp9HUFG#G&~N0K@9$3A3(*}zA4KDyj$z+r|PIE<$U-Y(yMdC+WFzhOvtyh?{ zI+L-x>z)+P4uxLs`)njz5&ZjzFSRvWeTavX$bGT)*@Za2FoPcEs%<>1EYzQ2gR*>Y zv-UHLyPds0glFo%-tN_Y;&2g?bT@wLJ%6mX+w}UHSILxoh0${k_b}0ECP~L)R#taY zjC3c|YZ*6Zdw$j8PhPo=^fg%KS-o`DPd)gg=2SCWy^5z?#ZQv~D|?cr!2e_V-2|Hx z*s>u$rkX~yX%2&Nm~#S_cEa_4&1G9?af{xLXNwWIQ3;l*f$@SKYT?{`c9?36D_QAY z*e9dorS#cpv-q6RdOB1D-fg@; zyiTpwcg%I|^}GXTMnUBV2>mU_7B|9dJ$~t(!MK!+*!%Oucl<67`7`jiufFpwCTGhR z`?~^e{C_6=RJu(bj){-) zeBZ5#Zx@LVJGFYy=M&&Lok#r#!&}T8)s0$(9E(}KjMvF6`H`q}AIVd(aE)=-iVot)y%rv3YOob_4^PxQ4e8Vf5=oa>J_ZGoYzh?)9hh^WSBj~=er^D8XG0w zN_93K%w~tdKD&W0pwCU%krRC-aHpZZm$B?i`Z%2*=gji^c#xGyPM4kS%5jC+_8t)< zPf&)kWG}e9!B>lFzuvex&9V)%ell7q$n|B1R1m$6$222Lvh|K5=N~kC8}IkWp6k8) z7StC)?fAm?rBou>!b@^Sv6O3aXR;w{loGR^qVp;EpWKxn(IR{3R%1l68|2&NY<+cN zlRsF$G}evf``5do4g3#f|CSKQlj=u#W=%GK62CXREslgw zs#iD0y6bqyA6je@*RLnpPq_2Ac>cV3VIT3Ym7fNBID?v- zJ`NC>R_f;#-uM;!E@Op5Ab3BSKV*rQFeW?TvIhJG3VY*6SDXl2c9Enx9fH@rwB5~$ zSDW$j#StQ%|g4!6WYEQS;gDYBR&v))|SV-_Yt0Y)t0jour&cuUE;OYIP;`oc+%I&FjVR zKIfr!n89=E;}IzB5)&rtXB#9BXR%%+ScYv^@Uxv*91ngBM=QZ5sE^09m;K)b0*#D! zH7;!CwP&-&Jh3!8$u@~+i6d1>HHoYj8-K8Cjxl4EFzy-R;4X4EqSH)KWt&(3kfow| z<`1uuL;Y_(md4kiKHm+?_p}~_1%n{GiN{rd;H5mRj_+-|SmaUsITX|1gz!*T1k?9e zFlRgJ<3V5={5V|YsoBV_02 zGJ16(|I0AC790K*dv0Z&#YTUOcBhJfm-xwZz}5ItoHcL6nK@dfn(|L%{*pdR=>M1B z58=+iqSh(2O&!`P-n|31zw^jOB>&RqSM!KuGD>!evUK_0N;%ois%e#7B>(vSQjEv! zCvsHPLvmvdBJny5`H5WRVRRZ_8%pzY*x^$eT*R9@;lfIz)`4X?EPBYhk3pz9WGlnI zJz2_#Xp4C6NO3Lq*nfb|3fCl;>wjX#IR)pYP(nP+-hxxWpoP3EbxIG6JcM~k@QcwKfGBa~&IBjg#}>(^3!5&?5QA9>S2P{dET^a++;5evc(bvP@5d zS$s4(Z(8%?`;41NowF^YXc`MXfD_rtm?{&$iD1d7oY{3Radspre>TGF(EZ*x4PA3G zJ!|p3S6!7AU>gYD;Pcg5->1)i>0X*1xkr~w+b!`idlkFmPe0Z;U$pwgxHC!olpf2w zIw$&8u=N7AsE%Drtkq_iji11R39NiS{fda>C()t<_78#m0l1RdAN%=MH65yrjhQ{* zD|kfm6{dFde?}XIJ5Ce18L(y6~eidU=`krt7yj*|vFi z6fBeJcd5U#-{WnuWhGf>h$$7Y?gtFYJ(FEn))!myo#AEeuP}c0`4xrvvwFD1^{KmZ zJ_-A=#DTEi1obx|+K??b;#^bKJ)PA$v)&5!`kDp0K(L267xt79J$}T*tW%5n!PX*%@tJpN4BS0HQl47c>@2K@L*n;Xr9^LgnTqFHtbz3Tcyu%U-u zYx2Xg{CF%6O5TAs+RP&9>8?A|NUyT(Sav>uC;rS=%izUv^eF;`#yDHg^*OIl$|v`e zq!YdWV$aLrvBT?sjC7x#@226YS~j422{C0kJ%1-zs?Ck2MXI(x>(k~&9|h-L^vs#F zk1=?*IWyH+A2vshCb%Ro_5-AW53gKK0q(*Y-rL zJ6CVJ%_?Qc-(1K*3p;U2s%r@>}nNM$%CL*G0We_uq}#MZO)pNtPh=z56X$=*Fc z+p|1zodc&+{hiE7spXm7eFuv=WofpL$Qn<{>g)ts98%y+Q5aM*{t*zp1p}L~;v`&{ zjg?=+BKN|l<7Un&*C2ORmeKn%a$G2;6e-}Gs^7IS=Nhg1k?uKu`YbFjgG}Q1F-AU} zJgKU88k_es+vTiWWEjH6m8=FYWsy`Jzsg_Rjrk#oM|%HwzSoq`b!M-l_4hn<9@gWv z){n^~Sk&jG#kPI*pL6Sz@w1s8Q*WTPh+P7z&BU?xG+HD^HK6~+R#3@VoxECg@u>sN zQU^Dcd=8}7)z(Arld~^?AI3$KA`SGlcqVr@)`^M zF1D1$m73z)6c`+U{d2|Wv(2s-(Y`xG>K6Dt9_R07jU)O0d?S~G_uYj%TPw6#W!#+n zyG0y1ftM`S-x!=9&hl3jV&EWS)hE?yeh(nwGFK)C`I5psks3&A$@DT5Q%C$A{*`PN z=aT#Ys6B~w@8Q##dixFM?-Eh>=r^@6*NGB)x$;Ln4AyqK>u-lxvIW=lSH1yHq3wrW zox(z^StC!RlND$=ADY5jnzQdP?6p+Rs(3i4wK1zU^`}|PR}{|=p+W-XZ$sy-_6GFFCyjCY@XlFh0wG5$oZ6N$TgiA2^5VxZ=OH|QoYZxB{DD0DP5R!(t7en(GK@PC zzyD%^6-GQ?OgV=S=jqx#@P7j;8}*SqPqXxKKfOwbQM-A1Co7FqB724%?{w{xEIl5# z&Z6JLde082i%9n)>%Bwo%JBXVcByEeIw1{Ms+k_<`X;lj(936ZI*Ke!cufL09ZE;71>)a6ye+%A=KDA6&TBAj9vk0emiwHa zFBBPf6jr<4==v6I&-K}x#(rPnQmU?fYE~af>ZeG5 z9NnL!b#?eRB3o)q574Rxzx)Mvu65P3#%tww&f}yC=#6@tYE4wV@C{=L`@c;0RBxEi zLf7L+zC(=Ry+`nwT}JI78m#A8$#(UN-e1>SYI{}m*R6UVqt9Z^)1iGBR_*rbgXG?+ zuN7>u2ea0bJ#yBBrYAI7;?w)&o4{M%=MODtdNm(; zo(6{)Wem)&CEXo9pG<}(`0y?Hl2PDne4eF6>bKT1Hu0d;@|Pu;m?e zY!0DY{glz~&p7_3_8rWO8gPw~}l+Z(D^cC;2o_b_QY6kz}fl8*i~r4<46qAx%l1$~sqSznrBG$Gybsad>hV zKApm%8$`Sf;=nL5ZwC#oWZN6P(-X#77wx0nVAubQ4R=~YZD)&X`0{J`)D!devx>Tp zg+~}|U-&j8{RgDoMz>ZzZ>8VjbUD@UKSbo8XggS3$y&A^ln%hcul+7z9r}y+X1OBY zq;k&V307>zn-Y&wiQ`o9^GA{W0H|e0-yoJa&n%QPeC43~gkIaz?nAn_WACgAbJG1A zpYNtYU311LIMu_Z2DE*IuBSqBuKpju_-3%&4g0E)Izuc!h8DZ{!a_0mWvj3Ep`2&t z6KQ-IuKlL})LI>{k59$Vo7v+M{XdU+sftsA?896+0#a>wM(&!|Hdb9y-pnJ%iaC?5 zVp{Q|WO*D-qw*royKJ+IO&ae0yQ<2ra{c(|Pg$8V_T` zw=p+&AyUQXBNqHdU$+=7Pbzj`@?eY~qK7=m7|-Hcu`PK`+rZ;seSK%d&oFfcZ+P96 z50a-2y?3+V6=ZmZPFYbMCn{b6!HxRN4!t7^QD6-z>aj^vn!bS7FS2C5ZQW+{Fs%w! zrs`zA+x8Ia{`P)yZ|7U{_3V2RK5T{NA>w6StGxC;%PHLVus@kAPshT0&0VQA)EJ}g zgwA%@91qdlZ9m96ZOQN*#IB~%25c%yhEbSxCHAeQ*8rZHIm8@pMLgG7eQp}iPu%HYdZ zw#c*6e?-Mjco(Ek6vJ=DwgX6%iu5;HNA$yjCB|3;k*;LTNtcu1++V-%d3`Xy${wid z*fv@}eaZ1LSuf&oUt!WUG;8bA`d;T;LKjRvp4QnL_y{>Z)1rdDf5+`qvs-4oMr_fU zrN`*&Lw4*)o?@=P$9M?L@&&OwnX^ZV8#xX9GiI$KM;G&6GUWVT;8Hj8 zbRxk5$d}<~)iL1{8ehYLUywg_)t`ag`Feg3UZ1h!UhGlL^`9C!`qLx1dyY3h9NujJO-ElWaDyLuY*k) z+`1NHZ(xmNL;uMLF< z`aD95?=UFq&XXYbrvKY}?*_Ux6%8I^vz+su&MW^AwO=fJ2X6<>qp_zhc2>uNvhaIM zOp0!`N!1!Z24a6xaj}E<%CkuBwiRKw85os)Jjc^B*;+T~A=R*db!Apc*?V4@ouBsi zsU+`<_vheB4;KAVpEa?gJ-OGx=ue*}N?uf$Q`WLuL-IdP!}9*l4y{i_oLhXJQ}xF~ z;1~E@A^Ns7=F9?XpDL`%7U671+U4%k|3r#jw9DzdYB2c2xTyg$#=F@&dW7hia}N{X zbp_P7@yb*NpI^XvoKKJEKgj@6oLwI0=bZ{ME>*Ixr(Gp{xqzIt@u7%Ox{Kl8`u!V5 zOcr52cJ+CM*mo?f-WMO*`*%1!Q|sYd(Js&0uOLlg!hx==4y~KXpA%g7@!sxwTkG>z zNYs}0m91hr;od1^deUt8m{yO%G~b=C<6|9Rv{1~S1>dziIC;x1hgiOK0fL}YFkdyp5A#x{Quj=2MSf`9n zbMHU**l!g3b1G_v?<%kIm43kOth#6 zxBf6aU*y@XeOLYE4DH4iKK9OzK`s8L>T%@m)c;p{AGDI(z zK{c6kC;H?zR_wx72WxXUbh^RkG3@V)0f)nTqqz1dCZEO2lfykHGOBuiF!bm0(C1k% zb>@B(uggIE+k%`Q^7o@zBUMRrk1=cL5&ZTNxMas{7xJ&w_e6S~U5M4K^>{feT#p}3 za4gxfw_s`Z*QZ{?{ut52T=$4x){*IdqTQji@6Jy9vukgtyv}dt@Ytnd-EX98B|iOY zZPb(O-B>QwNADuxz2e*6?3DdFjheOy@MuFt)gm=adm6=kvAHnZ67TFXH(I+Py-` zJXtT!A|G3W--tbl?-R&zKj}O0=v9U9NkbsBzrGt_-w3Oc7csJiE0e1#b%R@AZ4Z4t z!Y0XcyHoFX@X6hH_YYauiK-p(=Q4O~Fn7)o$x`cKf4%R-?c4+X6MFZO`CvTAT5<=x z+p=nQDg3~W&G0FwGLj2xgPu0gG&`;~^10M}?JJW1%VO{0%@R^2>vg`lzX$E9Ugun9 zGjbL+@@9Hv^}nAMsb7_BZn+bf8U;s@`X8fzf}6=jI}IbwH+D;QNlop)@MNhz&-B;N zqF{1wy~6XllKw4-9bvSkkRRsvi$+^OhE&nax7doR-q2cV&tbuum9FW^uLf{Vq3 z{luf;#>wf;ROQae!g{QGJWE`FyE*llnm?)h^&cy*!hj3>r0Vq7yrsByTX%2`A33skf7Xe&!P$r}5K z`ecE(Y4L??w!0m>mcG^5o+{HP(tJN$xtEW=!n2$F%TD90_PUc6S*_EOZJXqv^IgS# zHd(-$YJn!cn%c2k$e zfJdEuIq&?68O31RNv0fPoRLQD?B^hOJuKVQpvPnQbh|M>ki>~7 z(x)ctY0t-kt)eZp-v;9DhkTn#PkA2s2fj97OL_d6O|MiPnoer&tqyT@GlVvu%XaOc zKaDo0)8GnY&J%+lknn{gIxba+j|(2lsBZ;30(y9)7QHH|BYn(d(0z0h`n5K zKPeKwCu@{Eaix57u<;th>JMY*$e}PvU%H=hDpgH}v8t^6_z-QE^44D%HPT4gQ@#|J zZs5yW^2JtuXehI8A+bJR?dMwHSqxs!Lm#tyjr@2E4X(q5yV#xegQdK4i8JnmZ&m#4 z0gJtGbUGO=*mjAdhIqYe_J>1xt1KMKTz4(&KEH~okjToNqQ4RQHh`*l| z0oz!(9oif4q9c#)Cr90;PG@L`i9>RGMD5!qN~q_7UDF$I7bWqQwto|Mc$djm%V9Q5zlg8z7j0fLTNMZPBPAVa(6mrP$6?=h2K(h$}PCEiABXR zqrcd@-pFm(bsSC8nJ4>fM?iEoOupdXFKAQKCto`z-P-=3@e@Y9jBUN4_5+Xp$ez`3 z-`AMAf1En7Sr0Z^#z|GQ(MHG<^*3Ri%4sv?sj|Fv9%*w}G?It1^COj_ABWP_V)93t zpDmhF!)pMv52I05>^&#`x;tWSVa_ba^3?G;M2w^+;BL7fec#V_4Y9)SeABpspBv!R z^WwJ+wE8>tN#pNt^xk5!HEE|}byl1lOpmd+n7i21cr@3}sSUT)4ER2Ve$^UAv5@s&;m>pFl}?vq*?BPCUS;Ra zbl*+;8y$HEZk09qW}`g9ht14U>64bOXhUhc1$VN(VFzx{#mAkH9EF*y>0cBM`-!6s zqU%RYxW(wr=-r;BHL+te?<{uq4&0mRyz9mFR8}2LZcSc%hfV{rBz3PYi=t+ZV56a6n2b?F`Tn{oGsMJjVPbM^9)dFlcZ ztBQhUqHrfJpg)6x19bXQi?3=j?UYGFRxj1^H z^9GZVUB2fSZ6GV}WzP_wyh8d4i066sDjurf{MI6C0UmzLuE8?FPZ<5I7~95=KeMzO zKBb3J5scaA3pUaHh#u$glUW;gYAhhb>Z)$N*#+o^_yaEQf zm-#!Lv#M}EQ8wDR+2i#y3%|#+QP@5}Jnql)12L{5lrkS@eL;5n=XrH6h`cBIraQX{ zX<0pUmuth!AH(SX5^tO=3Vt##9LU?p8o#RXo+7y;3_H+&2KiCK@ARM0Hm7TaYrf{WOn=ek|+0Di; zFYdGQrYfXlI}OPHo`%P;vW&UNxiZF_Ei* z?!2}FbN`e1uHc7KUQNf_+-*EiH1;&#l;!D9jXQ#zEBJDlajs?S3)nZ$xI4@pn|=N* zJub!iM_AMpa*f$mpQKbCT0+)1jQgAK{v|EkgTH zjMy0}E~@g;B8*ufb}RbqTpZmSyME@~v91;VWX)CnzK*Br$V#c-bsa0xb>nUJtb@WV zEPlnPwZ!#In3fVfm&-vPJM#wF<_^+RF>W}H6>(&B=M3eKkx;vpzgN)ub2iR1V%8Tt z2g4q$9BQW9?N$0A?BeZNta_A>Cb7Q>8@@JQ9uBMat~^rFwLgjJ#PpnK&ED?*>2 znnt5OqUlYqD!^-k<98YNeDgv&4!q9la~$7{p1CHtj+8@aJcPZg__q}=zlAkff&aWw zN@2--Yaq}E=sF6~yVm#RlD?4lxXmF@(S1-M)PPk@p(Oa8I)93uC0KO7?|6AQm?B`5nA}0A8L6 zlYF;q1LcMMeg^++!<8F+o;6+laO)YkbjH^1Vj}DFvu7p!!7i8cPr=AsmHsHB55k7~ zA$SPM>G6{~r7f@`{Y);#>#X?R1M!<3*O-Q>&3Ls~>%@Z6xbc+FFO|8EVPC4}U4oyr z*fJ76hw{hsH2sNgt7vrrX{o=Ox*k7xzcCN@6oF^ad#$`T61LaE>QX*@S6q~oi|!K( z--*75%#Xe2C`tp`M*L@6!2H^G^DLJ>av!qP8UbQ?0iRT~j^%B(}AatBy9? zAAy4p!LSGKWTi(Z7#zz_2f!-1Y6cHJWb{;VOC^(r=BFY2vJIPyVP$$-oG9MgLn}Rb zTfzEvJQ&ZmJ>sDWR-FmMEp+Zhx0SGM~iYFEF6MP=w--FfMLQjRWJ5!sVwMWEgj8XxjtH9pUC_wqj90gFY@8Y!9& zW>qTcUd5qt`CN>_)R#Zr+W!f(jDvptXeEia+UwA&(>pp zx~62kS=LDRgHMEVVn*E@=#&L(46SGt1d*iln=0V0tmPyW- zja6IOnSK4+{7jQ`-iO))MxG<1E)!9?W;#no8VrMn={8I5&(nkjuHxPo&sh`rfjQz# zGsSr{ufv{P^W_O+XGq`Uh#7L`bu_-1w#!I6$dy65-nGKlorQU0Aq2Dfrwv}bMW>cf zElKO#Sz>xb8PtPg3H}K_gGts-w%}%}MEGcHZ%V71a87#e&oAT*J-me3n ztUAAtf3vPOJ2XmT)gbmgi{0Ni@^%q^s|@%Dyw{e{1)&@pR3 z2a5C_-hWXfq}I$lBQEesXE`-@dS8-{Ugf9s961Fqn>ah`1ybX>6TKhf*Ck?lqED(i z?qqrEZQeWDd%bXGUt>(bidu#5(pQS^bUr`A=iPBVb*}pte7e~9sbVonhC7A_vgR`P z1n+a~JX}8yZprp{v1AKxUM#}XCHWn%8^d`C4ragACp4Z(ldruukjG}wW~5A%>PrJ) zkuJ#TPt^>HwdJ#{{MrVgG4yRFf(Oe=D{!)#civ<38c|<`R(p%J-rgGs@9xHKA#08E zz422v{LPXV;Gb1YkMU>jJsfK6Dl$Y77@X!Rucf1A;_A;ld4{+;jpVo4{JprmTVANd z+TuR@30`0FYwq^fla-ERNosb#A|`XMtEBvpo&UYz(}KqyX452jI`!_>l2wU}-!N=C z?b6|}r=#YH`5KtJn`Ws<*ofTR#oop5bG%ocwlvM=Ir2JomcfMwz4Hv-3}@9*V)-u;+R)({(%ZxSXVRaMbMl?*C^po<+5!Ca z6_y+b;f*rZZzAdncBG=lt1|O3xRHB&N8?WonIij%?}O|{{QHClmay;*zWEg*sk-nk zi&824Hdg0~Xc6{g*Z2th$sN9Gu*p-r>{uLwgF7Mkt_=E|@1VV)lhwmTM0@hl2|PWA z%>FcZnrG8Vavl$SDl$8Zp~aY*yCogP<=Oo35j|RpuX7=`05>xC9!m4%x<8%$K3`uB zj}?wi=fETI?I1_@5#>{4=4)u!0{S&v&%D9cnRnAI;yoi|&+)|t&b5SKRu^>=RoBDd zJtL+b%~sYN>^f;KO>>ogIFF?6^4tPb`a(GU9uCB(G2XccZ|@?%fw9Tq}sC zF-ClWCKY@KdPDwN$&TCby+017*UJffmoChyCi5@b20`ayeyswlD)K@X$4$YN>^Ey5 zvNrI}T$+3cvGnXM#jA&#(Wd$IG?{B5R%RvVHq7{l2g~xt$Kp6^JKvzgXi_hO=DqYk zhev)9x!>UGv*wo6Cb`aBaj!^wANTi=l9i5Ge^SR^mm2X6S31*4Yv$;eNjr=Dx`peY z@gn9sN8LfjY&xeuKry4<2ldy<+e-Ti=8rkzBvlE%%~ePXv`JGeMIX+G@egx z*35O~xh9a_LB?uwv)*Ta*J7jj<^-I5nUEKaSFtFZ1S$7i?F_jD@)+14x@$r}ruTOPU{>31NBvspiq-fdW) ze(tv!dl>BcimYjL*e5YUG4w*A~EyR%g(!;XWtM(#}&RCr0aaXGuIZ^rSN|uH1hmA`!@3oc$ME*^TUIp zEo&1Gq}w1FC)E*_LUp3^!t-=0A4N`MvJYlUb_zY>xO)m-neXpX`1vg@C)1-G&rJ7o z7;nA@^Yrs-0+j*Iz11k?c(1-$@ijIzl})NS_7XC39lQ@@Qr~P9t+vQt>GXRhhUSjY z{_;aHufqDP3ZB?#gf#_h-xho4Vr_TVA6LSsHl%MPId`3YHl-%_lqeZgXx2 zjF?8R)qL4cRz2TbnGV#cE;8R$@FjA^bG&gMG_U9T>|5@E@4w*8@3{7(?AjHRsvBcp zR}15L_%fq!;@NZ!86p4QLaSc5R?``&UJ|Z9i9xs0Rj5N4w<7cGk3dBfb%<80`w?5ab@KXAV@biQ(CI~@AlnUCz45XWR#c|NjWSqI@9$6BDRj&;iL8zN8!K}4 zH?@G(70x&lCkNAOA6z_|r(Wdm^Tbs8$s8jR^Sw0vuTu>)JL3EJcZTf0((&m&e!XK( zH{u!mUSH;}$HHz#O)vCv@Lr2mrR9dlS@bMKryF?=Kd&?9uPjIptY)HUJndGPd7kz6 zT)Mw!ZvBvNF6WbOezuuGCpso8ItH85o}}NAkUmgEOu(Pi(&^%;;dFThn%A2HM$1;s zv8AowpZg@opWvFHnfYw4NZp0Sw~NrBjw<4HQN@XyE44TkyAy@addlyCKnfc zFbz_7%PC8YSq=WBL_&6-RpPNlurJTXCgT4)_MBO`_AY^)CpvpS`h8B91B`STUp(QQ z{_^k^pT8;^mh#tXQh&qT3XV=+g{yF;Cv*q8TA0ggkJ0^SIqh!xJqCehSoV$?{2lMD zcm7dEc$KHJ&N};)UL&!x$jR=#V))Yt#%Ghb%n0k9mD&&;ML`WH?>6!~c-^9KcO}(7 zH<{HwWaEow!lN;)EoqO6|4KAWFN_k-98B(snAlc^+n3eZ8}}6dw~(I};o8+AsU9ox zttQX2AH=mEc=j+n*v!W*crPo+ej_7&3{uHp0{dR~sQ?dJv>D>o79U#^P&@ zbpxcbg69-`I}J15Bx4Hua^EJEc|OO^{h_;1%w;}o>&QjeQ=f#1KCk1rjS$H9_1FCy zWt99b&r6^2@(_&JMx*qB`rcVD@bUXNG^ub+eFja^f$K7u58;!_th&n;%3tDqlTo|T zD^^P(9g_1!<^t6uWrt0a$t?ltiE$#;R7?Vh)*u|DyxUGQvPw?Xoa7ZWS!D{GMewc<&Pgp{#lmz z69@8S;W%f$Vuq|ni#(wk$mXAAoSS*OI+=N%Hv_`y6_Pp=>8Z0zuIUHqeH~d3(qq|l zK74A(ZjE{NDA?Aban|LZDQ8^|<8$SWf7!Xo98k@;2RN%X)S5!^cAC6|iw#*@7E(j_ zYy>7(!GcRLw}=r>r$tLRraF20JZ0xsDvPF?>bJ5*zAtSM1^>}J^;K4jzGrCaKQ)??dXdF%>SJ&YeW!Eg~PQ|r2hvyU@s8xq=x zvxyM@j3p1t2A%L}S>d~6>ao;g(PT&r7Q49*-v*kg+;W-! zO#H~+&Z1aY93tsG(}0&IvaKYE18H8&obWDP>Wh$?#;wS&;Xv-E&4lu2-pf75!(fo- zFPr(|9r5)xL{gjdN@t8QGha-?cjloZX;NG6xfj>k@Lj%tWVP>967Q4uJ7D{v@R^Gp zS<^Sw?}pBL)iK%izQ()jj8aqtRf6U@a@=Qf%R6#KcD_DAa;|Kj!;K04Zo`sFw0jJ8 zsT}`-2&f~nO0xZQ*4`i*AA;K?*knz}ZO-oP`fYE=PoYUKS@lL5{)<&Ljg{JmX+nmNVTCq{6C$hZxnLyKNyrs{(JFyf7#;)I`m^jR+^m&nbq`r3sTwNJ;D3O z7qU<-_H83+sAH$W{c9Q>MeCXJ=t6lVm0GXlyL`h~$Oi*hAFb;-uRpY2U~>@}B3EPU zS@=JhDEAs06s}1hqi=PeUjzL+NXR|1zU+!GJ`s(1(weHd-|^9ferJ{S3fi2A*ZGby zfaLReYPnpNnhg7zYww5eQr3*c<1UWbA0H2bz**3GR?c`v9L{#e8h@Y9&bDmH3X5Yf zvU1^_^NlqFv-@M=TdW-i(b2pz8k*O8^&?#W78AYr>;xJ29K5^D^+;B?HZbl>M*Udq zO&3#p%t810t-5=ckIZ{S(nnD6?w(74I*I<^s^qesAyU&ir<3t-n6@1 zG^JPXkMdJl{K}4?H?iv#XI&}^Kb5!BwKsK^D&y}i9GgwgRK!US@vm4p#5vPs+FC41 zmBsW}xq@%DbkX7Z$WPG`v_V!j*9_V-tI7v0I@3+4H>qN)KOjpv7Skjm2lmj2kM&6zLnhviIeo-d60y3dC#})eo$C0rhn&~ z&*i5}NxGPgXN!sVSdhIQcR+p|JdUS9G4EuRNuKJYXY!M>{>ffvuk^Pfp#cjwKx&k~ zIzlMB>(<~^75cmjv-G07r@*~`#6?p%=XJ675Wc<7Th-~bP2OqBzsdQfygz`}`F?*N z-u=Ljb;xKhBj4qdCT|GRy)vy+zYL&^(cEzcC9B z!PpJX*_-t{;GCY0P5EOH4_yMmaWvV5h0~pN0vWq`brR24!M^JBD30BETHM<^`>|!G zSi9dCw?gqw{C`yZW?fn0;1&7dc@nad`%eCu?5O|br(0pOmE2kwF&Brjqxl}_?~79} zLZ&wPC%NYOfyc5=sxy?bk}j2y^X&3YI;3J%3uFEx13Uqf7if1R%u0#OZm=0HV$%np zwY-ts_A!m#_Wykl_?u=wrL91Qy=})05$Lr0Cz@ z*duA#z&MYyu`EvGC=(Ha;Z;+$X2*;$!$ zDKt{WX%`N5!T-jNEX$_${8}E&Op`TrAJQ~C^>Q~W&+YQOG5whKH^<*u;Bxk0Ug?bLvfi;W zVOGMOhOv*EFTcdY?6=%0)8x*@XV`N*&sO4tTz4%us}A6`su)?5cK?_)=fG|Olv2|n zy>&0b%2Q>JTiJFGlpkXKqwE_bE`DXrB({`?Th>Et=8GEeTF9sCNlgEaqj@Sd1pg=Z z^pIU{6V=`Dv?->J!M~|APT%#^$sR#U557&O(>&jP*chn}JBn>z;Lio5&le+E5ju~* zQsLuqp6l(^1sL)IUQRbxyy?|(wA;vwm+@=5WcK!b1cD>2)4Z_6PyI`KOnrD ze%a-87Ob+){zekl(K5YW=JQB8thC|tiN;O!!k+Y6!e^x+_b?k4!m3sJTv`)t4RA5Mbw$FIHH7^}Z!!kzdLBm6#GYr1D-hWW;>xW6Hq>_$m z+v%K+NxekIfAHvwJ?DCzHP*RjQiZ(v1us92kJ)8>8nn{gJbll$7Vyo^fmFXd+NU?t zzp4DuTZUR}+!M)N!LHOCsKolDPXy&@SL!r8<7#6M|2=?jR(F{kP5H8z4N{?4oki^jANyX1$;1BI2Y#QjITdwWe1dIT z<&)y<&Q9jX5M>mL+Pz2NYlc=*yh^DkyT!iL;m>MA3pLTxvn_LR+j z$Bn(jd!BWq0)G#Fp69c!Id*{oVFR}g;wth{QALZBc*nF~l zRn}PPK5{-(*J96eFnEy-9Y|U$Hs1Dqp)VZ1GwMz3E?3B$Z~J|F0f&2iGQoM-p}!S( z8;RfaxcvV$ucK)B79Do;<3BR;Hd%iO`Pora%Ddx4+er*~D>c})`=f5?B2%T1rs>n>V7 zZOlHf%!=1b#lQm?_85%D`n;+mQcEMNWKYBIR0SDiLQDYR=iZWpPQ%gD{-W~s7y`U*GRdMv~yuH!|{)@{xe>h&YMN$lg0A*CRZSLi|h(*9oK4)WP+3KID^A<+Kx=*%X@FY1VSA#~%lw|KfGHdOUGE4Hq|QvK&kxDMvsM8yy&q*iF_!qwGV^j$9}eMFB` zQ?B92)y_}%>IOWXZ(Kk5d=`Z2xtckJt;dS*H+)t@B<0z2A71zsDg#MO*NQKkeG!S> zX?;3$b47Ns9FnW}4J0gpaq4?FV(AySez>cO@5IK}a5@}A`pQhFz%#umD?>EhzB}^Z zCy?ETwtKUBC*I{7d|f)fD@NvsjIlIpLzCZmZ!ZkU-HCJ9mvt5We52P&teS zouH6bI7Yt@CaDPQIQ&&J*~tkU!F&wJ2SVVMQOFyvJv$YneVyvz(tNfX8F_ zNW8qyxQC0zijK5#Em74c6+Fu~#r)n^jAljaPI?w~L~2>D#n0kq-Un$n9Hv*W;NwCb zP9N1WvfdYXw$V)8hIXg$?MQsexBskxNVlWI=$(FuyCZ$ z;nj24)QR@RS@O9|^R;-`35WH3ot3)RkW|rl$MR3s7-Z#FSDwk*)LSt)bH-QZnmpZG zfiGXvVLRW9lEc0e`@LE50R0~~H@*gmQU&G@BIP7l*A!hpK)#&}b~d@Gk^ignQjN47 zChkSb+fd8*xPy$cS{%*Aial^DVce=RM|R!MCVi6gQ$M&5j^xQ{NpYDKmIq-$?xpX* zwoS0x$ev%E^^FYh0mk$$Uo%mu&l?!lOOmZOfK-}^@XOH?g4eyU<8i>#shF!GC=wRao!Ft{#v zetOG~b8NoHO!5Cm^z9=XbQia&n!AOK=`6LF_onjiaL1>X*HQA*47xVJ$-NypR*p(- z(d)78Elm7S)V&D*y2fvZpXtt#C;DStA@_jyJV!s_*r&X6I-cboVt33L!b3N~sf25Z z>^pnT$ak=#6r1wQ;aPU4n*A_G6gPUF0JZd4?o9WQ2ficYML0}@YEkE&hl8tO_Y$s_ z#ruk`$)@7L1N?WMxg>i(Q~!4tt%qPj?l5i>ot1g3yYnBxrrBiwPM3r6{wi^ty?qPe zl|A`Sz&qVi7s%32dNrSAPs(tqsD3A8O8Hp{$KiZ^8oytRSB>SC4`}%x-j3&q)}kb< zHT#N#{`@`7kzc$1xP+zY36Ks9uVUBTn2~Rl=@)x78*ev$KQfNzrL4ivYL@p3NIXu5 z`OY{G9(6=i?yR*n);D~fo;-iS^%(j58+28{@DbR zdmLAeoWmXQ2-ZFzc4qKzc83=?!>6<6CJ|H|Gj7H6+vV4Jj;|v-jE8zFvtVNxvX|Fw zAerYEr-_X8#;wNY)qH!Czp}#nU$K!owp)06hcjCE{S<3Il68BCmGf~ScV~+7{xmtL zi_F)GZ#p^de5`0B1HbR=$+YRrW8c94A>RL(_Os-r%lY&-S><@+zsFD4`TrPFDnRTF zXS^t14>MwG5wjc?|KeC3u{8tpf569d*ZCFldwlvAP0r%w&-g4A;M0Ta7M`xn>e4Je z8#{}c2mT|wIj?00;4Jg@dYX2SFAngkBt(14qyPDm zcNaO!NzE$7RG!@E-F5J}4c-?UH@)YcChb#y?F*9~W{&|_HC@bpNZweUUx}mLpq}UF zi*RK-G>5Zprx@6C_*;R$2H@z$xL5>&>1WX&&g0F; z$(?`j$dT;GZpG7C+l7yc@I)1wF6Hsu{po^lEyzmEiZL`eO)P!n%-=*wdl5Ufkc$WL zQyb%KWJ#{pzQe>(WKJ^oJng-sp_zK;J7v_oVvYp{|d+(%sdNo{oqmZR@Pwi#LXZ7;^ zMs9>3MP;IAjPW$?r0!-5W7UOw_6FC6z%_8aN0v&BoomF|^>Aq@!~D(9O=0#EJD1~2 z)@6Jm!rtV8RP5^}8&qZO5)u9xUmW6$zF2v(nQtt)|KH{KYz+EVhCIc4@A@RGir8rgF-9=cfbdF?jtn zRuvV4tN3%HGqXSNG2YI~wl*?RDIOfee_1y)QjST5%+54RrS3dSOE1&AaBv%DG<57Q z;(Hz)y7_y$G3(O(E3-*S^Gy0QeCgcnGJRv-`-tX0`rV!8KeIn~tFqgum?I8%#5@S4 zYr>N-{R=MtlJqE>E4s4C?t^ZAPc`QZ=AU$2T4HXD&oZyCgLh?dl&ms={)^eTiHs&J zNha(o_k9A<)DAC#0S7{91unGruK_ft8ufWO<_o%Bg~KD^k$PBPdv}Jh9u7$YU)~TkK`cFUb z)inP9j|Tm)Npu_o8$J#EOlveh3xT_c_%whQja80@Y;C) zP*zMa)}8WHAF)(MW*LLI_rs;1pR(+0$OgeS90q7I&9#b|cCrZ43gV)~RqlwQNK=4Or&WFyxkZRWTw)EE97GS`iOoFj2n)$;fWq}{a3VYCh>lr zIE2^6%Sx$-R1B(3>3a-zO!LW$xOTR9Uq|=hwEVo_@vLS13*XX3^d%#AfX@MZ(GPQO zbaqx-w37L*a9&$j{>zf+D{e zD+6UW;e|##UyjL>->cX^jW5#^r7rJPBlQ(nXWq(6q+E;qM9#iYxygII;n13wru*zH zDDFk0^GVp||LpTB!s@L!^{Je?lOMi^$r1c?hcl^s1Cse&K; zvjg`5Gup8{{WmYQg62VT#J}`DfG#EZFuT8>Hgfh6|Hr1M#nL2tWMAx7O#IEvbqw2! z@NAyPWff;#a-ZYdD8m6JM?>CReup*gw=cb zENct$%^|BvpJnIc5KN{X&3m={RAy23dwlP_v(07a!0;RS=3B9JA8B{7Ww&@);rG`f zEUU+IKQfi^Zio8Gtk{ZSd*e}d*iNENSGe5`lT>S;Y(A`vQ7@TM?&afMA~vfJi{km~ zP;Up_<#I|_@>jrq3R_dxpp$fu3zQn^z%!V%1gyxdJcR_)<7Oi1+$I(mdf=r1n;NEPT$7 z_Za_L8XiLLtf6??=uJfK<8uGO{GZkO?Tk2$<#*CV?T=98;CQ9+OG4H$Q8oh8gc&$JKXSy1wM8LApFmBV(|?Mv0(Ntj<2pw{Y-A z*}bM2{|-4Ty<+oJH5Gu{VbbxWKjGZzEFNyo?*P@-&bo?bRn4pw9N8ZN<8gKiOl+lcSe>FZB^OBJ8wl^w2D8e&T^c6IXmbKjU3 zI_nCy?PAl(&c26!>B4>~d$QlZqR2^QsrHb#4s!M3^bPj@jvLvz($b7r)QpndhBv@{ z8NDC&UPDK1pv5iDet{OH9XZC?H?v?XEZ&!Qw#Y)y$q4V$0K3gp(n zD>WK-IzRh0x{^?fo{Nq2v|LcZSgGW37rpW{aU8o+&wmYOe+sXg;PN!IJK)2)G)slv zyEGLU)EWzS$_3xZ!OzqFcX52E5h}9hUskPG-av(45kb8^p_fk?jdR>fl z!{9_1-Qin7_6eunV0xcD^3ejFxl2jWQTWA@~U_b}o^nc!BEhl|F|uzY~`w(#jv*<>x;Qw3lq zq;mK3P?D}@Mfw1bGvY>4vYxs!k8Q)dIjqgo)L+QIj91c+_zyT|Rc0H}w9{O*T9)|O zJebw)xf{}-wD+KSEH6Cir;)L9^_)87lUX(y6EBDBYFumKDzG%X8pHN`e!f^v&#r{* zKYEQ1vi^8JIpz5J5g5D#)pBg=#*=krmF}c0H0r}_9AM_zDj4%lH-mSPjzv7 zk&H1yT&{QhvKjU#VE3Uk8}5^hVxXtbvU2!JV_l3h*%_U0!dqm6lXyFSrMq?s2&6J) za~h_*eb!_yXHPeIWGoq}GTTCQJSWx$@O0|Z9)b1+Yy^Xxn zgY@*Od&M~E>T)nvoy*eO;Pkq2_JK{F^c^XOREO42h5Wh`hN=Jgr&(i^80bLbtSQ|5MSB)hX%kHTFI)Iiv zv2&^;Z^iIV;@}A=-A#uZWy>!`+;KiTg-tI(YN^P+ltmx0`6?)vVsk2WZ*|-n`TIwj zJ_((NAfGz=Lvi~D%*f8|Mp#&ulwa61fwhx)`Eb`zZ{YqI{z=SllucL3&X2G+^>-V> ztfv3Ni>#MzW{gdRjGwMx>3Q&)sObRxrDSz5`hl2I7Y}x^?{_gghL$zhu~IZW?X#}p z=n7un;;3}6uOlkb2RJimDY-CpQQpD$)a04$n7U@qi^TY4(A-X=Hsa&GLS8x&qc$4x zf37x%;qZ9xe~yo-r1UorJ>`n3r2mh=$xV=*MaECEZ*gbOfWunHA7i9j>9Ce>vtpx~ zoUV?Rw0e_I7qRGdW0z!o7vpCo=4{8L3u}Mus3yZT z5uND^+h5j7Rm6#Ke%M*5-|#K8p2E$~{Y$mOtYU0OPPzx)hzI%RS6(cvVE?n?>RHmW zy6Ygw=Z zL~33h$tSNB{C5U^H)C5jcvKN*$D84ry%ygpNhk* zLLX<8&%A1F)Q%##4?c`C`f+@C61zu{agHd=4zgbh(X&U!dW)N zChM-_zu%ovh3pMjm5z`nVSef-R%Xv$#=o8Q(?xQ7sFq;WIP=KCvf(&L94U6oi`ybB zox`RUu28e~=nm}4v!JS&(Mt66#*G?gmUNY$faP~XEPLHXIr2mi)Y)t_gf&Zi@~qr& zEmZno%_JUs9M?Z$c`5#Q*V)IzvAI#FvO7=y^W6S58fRDV_cH&Tc<{V&o68`Vu;L&7 ze~MR^87(`S4`D+Sk$S2l()0B$(UO`NMIh7ZH zIGrbdg-!O?_hD60J}JsmExgkLS|wzvtwv4-gJN_~Z^(V|Vk(;&$OeOHc`9umphKP% zeRmsvgnB zPq5eU@@=|xfY&I0o#otZY%A&b3(WXedv&?L%gMZhS^glejfBl`{%tFRSM^EOt^I9; z*7C|jY)L)btX!Mm^Q=0mB{pv6<5|Xg8+%%bu&mV?#MXNu`K{=D1#$<=V2AM5xn`3& z+y7|^G`5a-B0@WJo~XM-Hf(N*;4{5-{FDXbo$j*gk@_6SFTGv@9d*}l1;nC;t^sq&s9^? ze5vvOl*suWdm6NNi@p*(v5E#i z8~J(?a)+on&nz%z8NN80|IYQh1^#V;Z+k3wNFMuK_AiNbS&w!vmdxOfqoF&FFLGDs z6PmVz^9^DvdyG5E`{%MGdxh%b&IlS@#o~IjYe(_~BR|74Bgi>kHonn$4Sm)Km%8v) za%KACe$BSUMk|V8=d$i)p4ds-9+26KUW-e;Fs0u!!c+Trq+f0S>irV6mJ(v z_ptD7zlY$?)$H8gJ6GV$doo``dZcE^B5X;ovD~>D>#Sp(JJd}0su;-bs9rul1VUZ- z?l*cYCneXi>G1W8qd#QD0kF(!w>|8fK%*xM`DX}*ji-HT$IOF4R&q4Lk%KWS^~(+y znXUYug-Iji(vu+nCTz}?7fQ&NHTkHbzoy{Abk<%ZUT$`5dlEa!sHymqPR93|4ZApg z7=6yisl)uF7vq;O9FAG3-P1*mD$cUA{1g+dAHp=ds=kB6LStUyh&sk?Cl0coaUV8K zlmk*pC>5CB_5N0Rk9OqI?735HenGD@cyXNEFwAEq{M-ZGqw(Zy5pxh<-EO>oV*Ek+ zXWeQE^W%QT87lu?D>8D|uN5}FFIQxS9_y1_-R_0+hq5-Sf8OQcNqAA2UYSvkATw8v z9kBLCWBml(x%@H$FG`Ay(~R??T$X3Jt!RIM*^qcNVyKp@Bqf3aPe6v{&;T>XSo2)k*zNOil?wX_d@g&xL z1GBNT*pAIV8098@nuenX%i`G=cQZXd;^Xi6DE+8@;GaF-KZ^HqkLzb6o$3mxEej@L zPIl;Z<=ZoHC_C`4qTw&J+G$4kmu_R(KZf2{LAoMo6M3{Zd}`9}L*LixK`M1GuW-&H zme&@ysbQZxz0VsnJ@-07VG#t6;E`YHHjLC!?AeQ~hg~sd)qCojJnY=;=YGUhU)CI+ z%DUNfORbx2>^xc~$okjI=$~qL_wwT_{QeTpy($-^2ITda-XFr9y?Z!BX0swyG=_<- zbd}FazW*?w1s`;Ct*{cCUxVepe3s5;`?)3wMo;lYS2E9q#70L>76)hZS`oU;6XV%M zG~egx%K5rXbFJvkn$d&!eX+6U^HdKEebCuG`KgSY@h5arQ*9Yfr&DK7__c%82cqUu zl1_K_JMjEPq?}>&iH^(8lJ8iOd*_!zahH72lGOLaOS&!mBad7JgP$Rridvm8;0#th zMx!m_ql3|MZ>yDTHp6H;MEW!cH210rL~axFxA4ZB(5}Sx^7y#}WA^6j7esLxKIrba z^vK>M_Alr8?4(Y&iHF2$?rJ>Bf|I=4*3qZ%%qX@DbliiO_>N5Umvbjz<9CiucidqG zhBtN0^{m?|lFnz%5>_0;^4_?Z4sFN4BfS6{i}jD?!gP=r?2|i4s|3IG>^sd_sk`2h zcgpeUUJ$;;mCl1O`4y7QXmr2x|L47Hjklu^8CjY6KJ5Q>^fCBV10S|IBb6m@lCvfl z_Z(R{U1z89Xg?bKdxgz>jRsGO^u1K574S#b@o z|3j~=z0SACt^A#F8q(o2ylNuz52iyET0RBy1LT-I8)@U5T=BfZCmrSCE#hd8@xEa5 zI5Kz3GnbKcwsW$_V>n->4@e#SxPT@*WQ1k3s)a#+v$VAQl1|roI=B+IPWJwnu7N-TI1a2yh+B%)7`C@m0CPmJMc0_yeSi8W$pt;o(b7?j=u$~ z?i71_vG*F@&A$9piOT-Dk-V_I5S_>SYoU1{NA$<0)a!1-)5k)wpKGuS;rs^7tI{-g z`z{x$UFo|&1l|?{*@b-t-Jh1F*5Ye+VGX8V1KNyYOIsdFjgDDj=StC3-#e{EQgwQ# zrt<5BYpKs@{skVrYW^!JqF=y4e}8!FW<^Wqy<$$952H#vIZC#D4kqcl(Mily_SZ1)jKuQa$Scb3_Skf#ta1}? zW`ECFSUsNgxn@rM^uhS72~WMJU%kHANN3{DZ}8gyt;Ey@8D}&})5&{X#$Cn(^=O`} z{&a=P9@5+!ZcL+e%XvqZz1j@Z1zJam@V#MuvSXU!PiZ6mAr3~%lzH}>OxaWB{@kbo zF(Y@tpW?y#JiY^4PNi=H_@xT-9@v$~us=ypHRaMq7$gH^4d}5r+LfLw@FkV7UNQD< zu09s9c>(YL0;^HZ>0$ml*3WC~d6akClah5~J&bX*5eBkmHcW?@BTl3Ht^=*-Dquwq8E=*2ni=70oS#jHtQ+1VTQOkig%zCX^$|3M+o(6fUu^U+v&@CH6yY1|(C)YY8X#^|lZ|5Eet z4zq16tq!LJB;6%5-r&eoguo6tgpc57a4VcEOr$f-(%s$=ISS9 zh9UA;ZL({@djrok^#AiR@U1MHfj!aiPqXDxXXI%?RW@H>KFI#PCG0B!yQU=N=|tUv z%qtyzDvQ&(=R$K#_9LXm)#=dND*l_m^;`L?3%%>h59!+XCEd~i`e6U36Jq)v<=*y> z?8`c#tg^bDtn{%-KikdnX!^GN%(AX@%CqFu6)Qu|Fy38-f2od@Zm7q|_y1v6A2zM? zdMwSV^6V7$9g1t8;Zb%kbbxfOkt&OvgS=N0OS3klW#MNm2JLjUmHMUo6wW@0oEbba zk*<%*-&uX!3bLm-H+!>d7_AwZiKqh#=;r%I?szq3!e7XTEN{ILqMCzk5=44oPk}ujo z`b)apLetd3|5p6;@qW7PPQa`8`EVoTa@BnoPgjR!o>Z>)f8@MLyYy#R?%X5cGnc&o zL2(f@i<)ibv7;@%PV`16Tv)>OZ}B+;kii6y(nt3hkP^5deeR{98CYVJd>Kt^7KIOj7#Ux{#$-a^{n*P zev0?cz?8RH-c@ug#jW)COHZ1*a?tQXL{x%%PiXFgDTB=_H?d(PKRhLFrea)M-mXRd z?Jzn@&K&Ar2h#8HZmNl;C&n(!Ujo68*_qBxCA@Qt$m=A_rUKr1l7IsPZ}!9`|-#g6#}3g6&EKj&qI)5}Ksfb8RG z@fG}4RZ$H^V{fc+DU`VPLPH|0A)>(B;-2eDs#+4cHcurb!heG=hTb-2s3t=i*|VD2RxZVgF~R+LIl4;gLx!= zDoambNnIM=&-x>9`Xi&}JIu9sG)4RslP4a9Uuq$z3rFht=gx9@-Z@ZC`A=49O;&0^ zpXbwbf&E-Q%=7u@Mf|Dks6gs-P)gmti|Lr!_La$MWxUmL?;=-ZsT=hG4yH!)q29?o z=JeWK=dX6;m4|cg8?T2>)<$=u?_GZ0lY^Ft+wWZ$SD|_KvHeFzJLjhINLk}QP5vQ1 zU&7;eVPPG)EBo)CqTe!~PV)JmyuQNOH_@;)P7Q>6YBe1Rn{CcYAF|vt$jY8vA1pSX zo#u!VWc_Hge8W#Coylg=&)8Q^R!b$75B*)+&ve=9NuTzGUNxNP&b~AJ{UtwU$5g7) zHG}xkM$cWGz*A_ohiIi%p=#d9GRK@Z42+Re_AV(b38@7?l_sg!TMg$oW9Jjb&o_;WFsfQ18>9!|GO>1}s7zLJ`N#DZXsmpf) z&$Q>gRNy!a7xJCt9LS{d>vW!cQ;a?(zK(OuIJtff8A+*x!$?0S+uNgFXl&xLJJwdK`6^b>)%t-I25`5)?FB*vcT!p13 z$mMe0v3ys~_025o*~K5N&938Mu-$vlh>Q!!d{B-}2laQ%2H6dnDs9=lu#oKZcKw-l zgLrgW))n46W?cd&4qy!$sf55fLQKf~ZV42Ld};Zj*V^Jq~qIF2Ue;klmfS(W>^ z&$3o(sZUmkp2oaW+&rCr0hQn})~Nf?yrSdY;+)cyW3EAMA!P~OoZa){`?t^kl zZOpw8!cAdzsJLD&7qlYdWQeBzZu;YXj4MZB>5Dk=p_q8w@0~PHhx3CSoBb7)aCk8m ze#@R6Q2$8IPY=-6biN8RvTovh{9MCdsi&D8?iJ*L!Cq~_kzA4fE9Q$DJ-g#hhsD`+ zISUiE(Q`D8zxfq5{0NNfzJ**Yi>rRxJ?cY!mnhiq!WWEM=H>?Jt1cOh$( zGJl?I#OzkiTvCFh4}3#d#ghGTdmf#?6q|qGTN`n3DkMLK(kzi)o~_MfjOMKCPF_pM z9m~4IoqG^2Y-Y=GY)HS1lFq7clysLLiVNf9x+7^?-oH^imL0YKV#h2Df7Lgh)G+^4 zT73Hkqss6_p0nmoT=vtyK$Dwb^&YM^k}vXfHs3(^mw&(DuilOv zK(`s}f0*~$@XpUDh%X_VH za4k*RK&LDQzb?y7qfvWDX01Rv|2@TqY5qTqx6d#JT`8_ z_f7Eb2A$MK-b(XN=$2mv*UXX3?7I0-_AZotZ!yvUw=0jQ7h&DIkMXd z5qJg(Jt5wK)n#O^j%-Lpm+W$>z?MlqRW%wMs_18CE5XTHlyiJ)c4A)w)={r&TGn`Xnc@&-u7X{gQ{|F0f@y#1hO2@n0mpR25Euiuu2K-0f zKk`m@8Kk0d){4Q_X3q)Ow*h7~WS>eHl|*eh>J&JcM-NO z5dG=%a~ozZg~! z_m0=s(_%Au#~P;ti3gYg2FgyC)473B7mA#$sV)PR8W`D`#_3RZ08f3(H&f|YpWQos z@-+Qw%9*LISDJ3=#+k0}DP4;_k_Rmw6~$T@)O?fPg+s_ z+wN5zQT9EJdh*04;-b9B$f}oghFk8F`+0nCk()|&o7r9rb}#ez1$a}8Pn+OFzFDm& ze}JQ=`*xkaZZFet9}LTUmg*i^ZE`W)cDYV|oE_EVyVM+B;P3AXnP?eL4u{lRG%Srl z2f-xOFDjZh&T~#y#}tQO`tR()!5VV?4mlzH_Lh)VK@Pmw@8#lQno;s}Cl&0*?T-E+~zRQc>1817cYvb&ZI)20!y0 z$JS|32T{Ww0-lIkK9rd93RqQ&9<}2mv`Yc*kxE{LEUk8x! zH@+Q4yLOKHoyT_LLHh5$QOMZ);5+8zYiFki#+;ol4f{q_3fOX-s;HHq{*2+4)%s_B~7TJ$8Zj|Af$dztfvw zix^rhn`ZxCI%?e^cV@TRM=VSS-6?$fn)i>y@SVo~+xuJnwLiY@C7w>F21$#HdhSK^2FjC?0H9?H|{KKPFelNEf= z6t16U!8yBwIvV9j_SC@7)}#*P*L1$k4(biA+)MbYJ**oUX_pww-n3M)f8Lx`v7o^f zFnwN@xd2A5%8A9`JiziDfW4&E+KKT z(Nhn28V?i~eZ$DOhSgO>*p-;ILTvXZyElexgXK-K&}NAIhiQq=l8_t>$ugvL=j-=* zr8>5yN@P2ueN4gtQJ*{GtLWW5LbxXibQkHky%)8xu&p;seV z`iD3w#yjZ?cNb6RnNdaF9pL9J*!P81ZQl`w82uSie=|xg{N8Mozwn{2$oRm|Zz5m^ z>~D46aMqS!&n-N01UxdMrb63DS`Qa_hvVvZd^?H_2aAF_YvwL zP1#MBI{lxr=}{a!h}28WM5#`)20PwjVPC(evac+jEH&0k{MXnykMPrWx@U*@ESxRv zRVw6Mjp~n`GHaYapWpd`wpptXg^-Q9Y}T&9KMg`{mqyE z-{-FuCZ;ObZE|5Fqvf6B{XYx0 z_v4`k0>6wyMGJnWD-(kv!=7X**&Z^>< z9n+H6(m%P6nQ8|1)!?r?jJFo!*OPgInW-lXU#EHc@ciWXXC3jB5!0hJy^~UvK9vKP z()|*ATkD9o{IoUm)#sOVIp`)!^}(L%{QNpS{}U~_d$>QXx0n|TMgg%{u9&tEZqxe+R|WgVXViwlSQ z_W(($Wbu?NxSchr_LJUgSIP=!IGq@Ygj>BN`v`o-ITves{Oxlj|=?5f^#kfx#wM>i*CM%;1X2pLr z?S&WV)3ln-y^Q<5F=ol*=`+@uhFNQNj1ia6J{`2HvG)U#a-U+6ab}QxAfDbLGMC87 z@8DKb_T(8!Ik|E?>t5u)5%hbPZ+qa*8}e#ufv0j!>hAA>>t3=#IeE33IN8E)*?qRs zzilM_ia-Cux3z4(xPVh;mB#%4InG}t3ndE=lVKWQ!yV3l-gytpcAuMrTGQ?d`epZJ zzF}-I-VG#Xh1svTawG{=3)yTR{z)h8(QQts|oG0P1#ekr^t3$Z)A z`dKb7WwyK8v5nb!EM2PORMtb@<+D_RITkCQ!_RZb8cMrOqU2h+rXl@`@mcQLZg_2d<9khQfe3wbZ?b>v^eIo9Uh>Uda^UGKO_#}yd|$-jEq8T!Z>$BMKvqW%cSzlNLp%6Qkaq&7aK%6Dx{Ih~%VNb?uXvln2X zoRKw$cfzzJh2C1oh2LPeAYG)v}^i29O9Q7S`*NT^7I22oNq~~8aWeCSN|8#b~scz@tEOI_>xz4 z6ai|(p}t<4;BIA@kI>tDxNs~cbT#VbJU06dQrD^;$$!$eH-BCai85AA+xt__7zz-!r>kN^1QF77=M*9PQs6|VqMlj)wRxE$B$TQH-CJ? zNN*ay0xSQEgEtn&$S$mZ#Dq;&viq^y0-C??s;s`B5ItA;ygU5P!>;{ZUEJtr6k<;e zp1+)xQjzCF7#_|Gs`-B`4LZ6ub5Kr%9RaQEe5#4vH$(DUJ@kfKI}!hL-hVEXQpvaj zK1^i)0T`H?=zp?k7R?q<2v(<)!ET=M((qy0;;SO)!Z zFw32vUD%$dQCZE8f=6?DqV|02(CjszAm(+V%a3AF zsy5v2U-DBw%e(sH?4ADJ!4B8@|480<4?nttwN7U9eaT&0`$hUVMg%Vk`DL_EKJ-IL z`J$Hd{nZ6Z-5^$ym2%>uod~{!4bNb)mwcWa+y9ZVG^QR7v7EEJ#>j{8|C`|cKYj1O z=OP$B9uk>x-y+dK?S7}rEPD1LU+VTH7tIWQb0v&-7%$Jylly-LsrJLe^WeLMjn=dJ zQl3>w^ywmE+-|g-g6lfJCqM($Nau#%w6pGy(>0BcOUl3 z9n>>K&JnOm#^lfS)EM*fbohFH{V3iJV)YSpF2PSu)JtZS{YgBZ&z2Ft&%yHN+4myo zd}n?tfy1AR8QDLc^G`W%+FO6a$@D)MB#ZVMjP5B$rq*1%xhmavli(TG{|~2fKPFEF z2eM8bIMo&PuM!*YHR}FaC;LDm>W4Ho(So%LcLEZSV~xn!ryp4#4eh#%C#)oDh~H?(E? zn+dr=eBf98B|B4U9}eI_n`xI5T&dcf>KXI!`Xb!F1#7R+x*8ca8uNK*-pKA*mmGti zdBRv8f09%6M$F99s8_UVLic5Sdbj?EixUg{J%M$zXFPRq_i_Cl+IO_ZS?hJ4Y-Kli z>Q&c=VOJcwl$@!Un2Li#uk@G=aOe{&Qqvdg&zYxMW-Ff!M{*X4!y)yeop#evP%7|GXFRxC`N>a0`xVCHeS zehG`F>QnZP)@P&T7;pr?sL$)$!u=qv-^Gwl?9~h-5;<~@tP%fijStg#^9%H72ZbB4 zzO^WIxp(g7`Kc~b0y940zfX!g{pi@$HTxU+96c7tg(unTSYEu4kM$8}FJiUM{(6-! zt#?H~`hAFD?OEvo@(qLUGw^HA`W;wtvbd6`%~ka<&EE%$>)k|+pXks{BzTQXeaN^3 z=k_($O1;1By{q}`Xzab*{FPctNAkF2tu14$T0AZF0&0^f=Qz$XU**ojT`X}J8*hV1 zFKoR|#A!di zSLlGkESepUN07I%s8|6LHyZgG?ED!cx6m|e%sgQmtEU$5xq**oXK;BQG7pCb(7iwI zTmhGd$(B4Im$TYAESxIw$q`?cM6ZcBTSeTQT+t#?g7q-7m zn>-zyi{bTg<~Eu)p;rSoEJ4c$NxGQM$wPB6?*62gZwoQxB{JnacSW<^$bx-+KS zGF)zk!-wnR2NEqH`(A8ujF|M6dFx!g=leuXk#yGEt^OXxj@9vLhjyvNegMDxfv;s> zdGZ#0$Q%Eob2r+xb=@l%`i%BDUA+g^b^Y7n)w|-~@p@eVvzu`45TSND>(^I zlVjsKRb;;vukz%pl0HV0p$pEof>69`1Dy`Qq|LB-5yL9OEN8FnxAO{{Ia`w%vrWfrSo zR{9IFGtJTyjrlmMe;^X&zUR|e{ybftgKHliS%JLYdvz@|7nA=K{iR~+1fM?a`fK!8 zN;Gd|CGfX6kV*pcVE72FQ%U`7_{?GTRyg~YsJhZvbzI#UqE&o0hWAgS-)IaxhJ0Cn z{7#1xU^AFBHN=bwB1@_%-@uv&>8S}ze?!+hpw`tjxt}&wPs1TM*6%GeIv*42()lht zstDUfkjeAW51^5qHQR9GR0t*Sb}|HIC(s6x{UDCjV97k&xDlJrvbH&1Ji82@50fHU zmG`)+C`mpf*L8T8x;c|!*2g;TbNwcVPVzwI$@Crmp5=E>d=tFA3ZzvNE8gpMb( z&EqgQ-^i)f_X#w&ko!+e>&9nOVK=oQuXAltNTq&9D(*Hj6I`mN`L2E!_P5b1JLaBX zrE4H~sw=v)UTR&}!QoT+Wu8m-XT8RlFi(U|9>ha^x{tVU9ywc+|85wSGq=s4Q3c37 zi`hHPIK|8g$vRrcr@b+`5}dZO;%f3_M{^M?hj(~v?$(WV1 z``K^yH+e2(@0$KkF3B&&le-IRx)CC5>fA15gFIP1ga0HO-eu&S$b+Wi$bML}$r#x? zIzVrk$MFYlyI%m0jgG^^BP!Rb7DJk66yt^yCL45!<~qn22{2xIE#{XP0Up>0oy zj??-nV}4Jb7fCVA+<327$up2MEv2#Q7fhHywgtTI!vZ#s;=wbJOhx1KwY~@6E1GeV z^=KO$vyUdH6m!<_1Qtkr_VX|?xt430O=rUJFdo#yC@0aQv#~F?E^i01qxAX|A4KOF@IKDFKYG6%Nsch`<4`-;EL{WkXOSm+>du74V>NbZEI}?kYWMZJ~r|TdVUHgzr^qdNVeR{puEV@L0lP5lilq66z(rI-dr*? zgmE`*D`D85dMH!y+Lo|R7PahvI7E!e*~7ENikuXyul46pK8K&z&}yS-@G10<7OT(F zez!PW3)gSw0q3$o_BDTJc3DE|3Zir^nBU^sp}e^b9FI4D{6UtHqU!-ZIh0*$i76{x zH;}GxlksU*oF>wa#fjOjOU;4KIP?Tdy z_}jf+XZPB6Yp(aae-u>moqr!pNN&ikY?dcFsX={)xRXi&ecR{8WO2CWdBiEMUS+J(qVN|qTmg@^ zqHQU5xff#N#eqtu zjnwP@c=*2gc(l)6z^VK2=t-lb@?u#QKbU2<>aQnmpUJ)>c>YH)I?EM7Y${!@rcGs^ z7o$TLD80is_7(xl8})4CAH&louuVhO&2#=#iaAGAI1GNZ=yxnx7qii7XdEO~^zm1J zk)SPnT8S?cNOJ}+&c3gw&4DZV{YvPr$GY3;oGc1I>0`6FH_ND}!K(qzwKvkuWb0Fi z+)uc+z4q(r^e2t3(06mXU5$l_Z}Vu7yCPqbEW2(#WzD1YeW}>dfqc26&;m9&yLF*Y zM(OuhZH~7#8G~P&*em%MZXn%gbL63r$;phadV5W~+zqZx#{GD0SA89UE6Med-Oq24 zcQ!ne73ocU*onXW{c8b{+g@K;&rAwH0&fIrjdagtPVbutMT#ovio{E^Y~9rqas zT*wnngm6|_hhoQ#uGpWPkK^@POg>4x_zA;aHs*8uXAvGHbMKp4{OZ&8u6#&LD2J8J z$bJtQ*J;~?C+6u^5nTAgr#X9^bEiXSoxP~LaQ-h0DvGJ2$dlaxZ$kSGyxmFuuKvHC zB(rfbcRSj-qB}oMcIi|U9j^D$BHnHMHXePH+2I>#%z@7)GgH=+Uzh_+ice>=WesDN zpk<)3(8k0Ik)mb!I8SnI2_9?b8(p%)b9G;Ct%%SAD z40~U;Rvt#bQArtG+%e@|35mO$(u&;j1TxkNlaV@!5?v_ob^BzJpZCFZKjs?Fzf^~D(aSq=*m&SD=UXDK$7n3iCUo)RpB*j`Y>anDl zD1QCNbDpJrR#C5sE%`=vw1}`2e^dGJc9wXKSFh5dyI1?01N!syGyJq>iz8V*CvkHZ zGIb_X3nO=Hw~A={>U%1mIEB2aURaSf8(nuUHjZbb?RfB&=sp*kgE43!UjJm|He^fX z(9~M#1I38fgQ;_8xOw4?hdqni^nJX_Um;2!#g+YFF6`l(7wEWQibel*6+@C zOZBotWSvT`gG9+!jP?z!R^a*&NOZuoOrY02)-ba~f);eBh7q5_{7F*edBF)}El>89ye_NrWT1S}b*ZWGsa428 ze66ncpG2aZz3Y#~!+BH%R!;t)56!5htRiw6uOyGzOMe%TKGm_azDga9KOy$5NPiUz zUd^g)vEW0RwbFm~u{{EXe<5?B$Z(K2F;>4F#Ghg2mF$vk!gq4Fuq>34Z8b^uASaX@rokQ z`jXer;J0T(WIP5R=AD1_zR;%&jMqiq$zT1nK7JxeO`dg|?{byM_%&aur{5E`y&8Lq z((!u?>F3kBt}X$)6&QbkaZVube`e{me!ohlU!d(mF zWuz?%wIw3fE^#Sm@a96THmUOTHm5d^r_<-&t4gl(v>nXP@8Vrk;r}jKzK8J!y_CYy zWGOA9RV}tX9JXVivYOXl2cgsq*kt5yAkjr!_zqio8>N*fIZNbTCLYW;ax+?``e;^; z{juj-Bh@ST{A$dZOZQZgE~m{6B5&%?UuA@@Y;r5DQn4}j26l*^zv<%`*8Yfgb&R$E zCa042MjT6ay!Q)pK(cil%5OjNx{VfN>3IirKA~wlBmlN3{XL8r$+Do)NPt15ri>;zV1-!ge|v{v!Td!2ZW!7@kgvM zmR3_SVLHq+?_W4lar z$v&NJFj)taoos%9IXXQRWvee~ewvXcij7s_c)Y7$rbT18WJg-=aqPw0pJIbEUGW#T zmZn{5?)DIeHnPK6uo*%3+}X-blsva=&5M)Ed?8ud;_vCM9ZAY(wdoA^L1b9RXHJFV zYI4*d|L+heDN;1oLl?hOL3f~Q=d)W8J*382^3UAK)BYsW2vKl14(yA;H^Zuut2)tc zf9-RZ@iq~yE%^p|FO@Tw!Jr{+E8$%)V}0nl!TPIcUcQgy@5BFAUbcdcFY%dFa5{pu zOVa0P7WfR(&${kmT$#$hmKUPj<1BE3)m&>B#kSeQ(udZm`8^2ByRg#H=82N9Jz1n4 zV*Et2RQ9-DwD?xE=nRKC@OzP5v&m5!3-T0qGo7Cl8Iz6nOTy&r+?l&hxf5`m9Qt3(XM!=xrIMRB_Ety)5NXFNzl5YdedMc^d#sV`i_!)NWigEWDqYWQUCBhHs zbSh7%NBh0?^9AGmb57t-W4^)@FNDXL zel}bA4a2zqiDXM*oD2%tOFfmmhxqI^=vC*xtGs^(O_s50&PQaQ=LKYIOWz$(%wCx} zBI@33n#h{0CXL9JiU1SMZ8fyc-J2O+zbAGiFIhDhe4_V;+F$L}9yokQ>nS3Cd5Gt< z{~7Fhf!==5atQ{%&F>F@#oc1bMlFi5_HC@4+G5ErwhKOUpgBwIe3jNG(j^%{F7a-j zaQ&`_JPn#iq7PUhyR8m`#%L_dDZje7pU>`r|9E}oImH}tZ5_6?HK(L*#x6XZz>3Yt z*AzdBdiM~K>|$PXirxnJFFwHC`{cU^gs<$QT!WnKF2!nog9IJJ}?;k(O7 zau94A(z-G0*3k3E*fjtndU~%HE;JzdBbalH(UQlY61fIpMyfWnB;h-_FoV@|*LJyC zFfni}89#<&c1qmCqL;vLE&s0T_g5_cAH@5T@DwcO+lBlMlBRyLZ9)FrTEBR`O}2GS6D0-0!b)?3w+u zSuIq7{JZ#Zo1V70>NsAXe2y*jn0*eT#iqU4sgF1?OVnsCqIAOUOMH(w3`b62?>VkY z7MN#@`z+LQHYnbIt+qY1xDt0B$H_dex`qxP@apG`T@r^&i12Taq741Bi*L3$cbcC> zi&T@oN<7;I!LP{m59T~i%IkbG6k4C+@nB=#hZE2HeL9bu2D#N{zUN514_lti4;qo^ zNb=Rk=%HlIdG{w-W*RGI-`^6m(Nyue8ZUSmb2h``A8~p)xpVICbh1n{#*Z+|J*^+< z&{F(a$`ATO{3AZUH(zd`-Ld9~d;>2=^W-LIhmomLzEuCI36bxgpP4r*L9#7W^4)MM zAJ6Ht-~4VZ#x`fqYOZ}lZ0Javo9Or)ow6r!Cg$HH{y$b&d+bZAIsVS>uWQIKQoMee zWS`>Jsr;%WDSBhVzj*L4pRb1N8}T(K;pbpOGX2+M@2ar6iW-43fCHbPFici=yl z<3RF*yrl2c0(+Q^XY-y!-2Lg1)!P;v&Dq#~q-#&7)M816@0@TN&;Dn?V=GiIh5KB* z9%Gc#jGrAki{Q3G{L0DSWSiKFbknqbN6&3=>_58QPv(CLWB;zd|M9gJqQxZF99fWT zIVPUUGaiK6pXAB<=y)@8_KgguWp)ZC*Hmh2?Pa{T;ra)Qy-$;|taz9x@F2D&+h5Li zFMxBZ-EG9f)cDOFp`lv;Y)&{+v`7YrRBy=r-F7UKdu7Y@@rhBg4%o`}Q^b+uNn28H z<3#m~^^x2dsWo^J{43CBlyyZvvTeb6r!z6t_$sejhDQB0H!*DWPYFqz21F`P@nya@|;rQCs zt)XycAsXhSS9Yhp!pmwH<8>UH>+`qtvL1U=J@Yj7UTl5Vlx$nrD_B=C@=k2qhn2=b zcnzzpAw_D1W{=b1G#IG2JB`>v?}?NHShgjL-2|c3U%1%+)r{L2D>w0~bKv+cZ&-*y zoy;=hATU|KsZqC$P5xoGFTJ-nMz)0Mha&&g5P1WN_rSi9mM8G*k3_0jSotTsZx916 z*Wc-+{+sRkdsU35CQHnR=8ps6xfdyG;%%~lzvA5k%q%B)C)p>G&HgV;>Ph+d;n670HHfq4KWwhF&&*)v64B7ji6XSVqlR7$c zz1nDXnv;Ib#D>qsmb)Nc!e8CRp424&mvpH+JV6gdppuM8v+*P=!Lc~E)A-|zaRGZp zxAw6444#j}b2+|c?`8HbeOi!Vlz4Hfp682mx$jd91BPKoBOZS!&R!3%*YM*GYlt7U z+CqmRde~sZRjynmDyPaqo}*+x;4-6c#^k(dSlDwa1+^dGaKmf5vy3@URz1 z)`oUlS)#u9yqo9bdC{RFKnLDGm`w*j{zbh1ozBJC{0(*;Nal<5^MSvfgG)^^m9}m; z#g(a#lBersA>E4p+cEf9_RopjyJ4CW_P4W2?p~i{MYNL7yn~mgvsq5uZ`I2LGf}vc zS#v3D{xi;dBH5FCB^k*lLMYD%`qFom*p+=-yY+O2IpsYV-R8YY5FCn&Q(gTe4*p*~ zwVX5GiP72JoE*`4hA>l~4?%w=L@TrZzigXo6ImJL4A|MMbpnmA6J0KX)Z^@*njf8w zpYsP5^q=gntNDLwBs|Z~)kM?!WJvYwm*Blle=D%#GQX$#B&S{*c=bMS`%El904Cq# z$Qm|F#=wqj7__g(^Ki4D7+H*m3?zLr`;UN3b}x>h|8jQBtX!1sUuWeV-k&74}De)CknD?68g$38rCni=Oba(xNk)V7)A|HoN4+39}N zq9q%S5rM8`uVkS}Ho$$zIjG=WIV+H8kn?jbNpc|DF6I*#@$Am5-rNW`vf@1RO7213 zX}qdDFWO`;L|?xb>+@$;c?Le$kTjV(ZuWV;$=2e}U-6urs7V&D)DHiU|DVfhIazQ$ zWzf*%fMlRMacuFdFu zD(jDRRWoe5NDr;8S>l(^LM2b@n(3t(4$sAmobx|~{P*GH)5gl4ipAck#IK6Lf1Nfr z(&!E&HYj}WNiL#_xHF6$rb6&Y++RVO+)dfYa;XtM+&b!GBc$Tv3TP}Q>l6_p{7%)n zibmQX&d&4RX>5|3ve`563%R>PbT0cmRA7BMmhOfvb$Lym?Iyc=cEgVm1(u4v)9`OP z-QK~C7Eo&mqbsbr9>c|Cbv;?6s1MJB_~C6@w`7UT52>P)ihJK$rF=)PvG|l{af?N$ z%`Ec`+;Sc(nXFUQqk_4xvEJH{x&u4+AzyM+|4O#QMT0TMui54MVD|eC6(v%! zBTvU(fm$k&b>ZXVq5K=mo%Sav$!e42Yc z>u{(v`=&BT_M9(-R|}T@MZ43)-V4m+D@n93dA|@X&M#Hpp*E=rb~?;Y6!rVNBH1IWuyHcLWVQVX{&%9y zaoRWat@CU0rc&x8S6+@8HN>j&{3m%#KBE6g7@DfDRlSo_RZUp17h4@A3OsK7i^crw zjF}4Tc}ms_S5j^DXQRIh-5xw_CTvU5yf;0Pk^Tr;bkxUoEmw#hL;c>(26f^0nf{Wo zDLH~}^7%Bj $(qHA-%C*jwdB>mWRsS|gy&l-!d6LH~9v2-%IH)BRl0w(ibbbZa} zSMdM+F+GvxZvS7%L+11F{a!e{2+}z%e=@(?g~gZB@o};bqGw&!-EL;m+$i1eqV%|kG zOxFCSEcq`BFUHpMMUi|HzYG(f;oaGvu#9)@V4LpR-bKFIaDGz{Ih}cv{yLKAC2UN7 zo-(vdk9+jA1=gvYb_ne*cJ+F8+{R|v?^}$d=eg!*s2-xPkNrCqt4fHqV~vvae=@oeE_5L&?e8UHui2*NS;BF(`r~P*F{i5$=o4mu7;F8q9!d6m zNB!As^fxX&49}eYX(4{xi=S<@zE$-30Tv~p`hVF0f9Izk(ylT;T}rcq>AB2Yc(2IZ zmQ~&$`6uK*#!QpCgKhM_5&K`lp)2|BPx|jDCOiqLd?!0V55egxtB9id?nc6_=H9}O ztVQ2|$5HzE#Mn@B&_bpX+}n+ghWh{*o`eBJw0l z%@UrL9I&5Z#$ucw>%C&4`*bMwFnT#-)nuCwajg-=YMQ~5xorZ=bvIvEBWGE9=k9LK z>Q%>`iX`}+9Z#VDaU{sIuyXY5Pxd@BnU3#GXj)z0?MYl-U+3e*VE;d1&ijXjGkiZYgBL|Z2X>-Rd)}*OOe>vGxuvr0PknbXS#(zGHZ!tL%HN74(d)B6V&UjtoUnwhrQRJ9_x!vhA6u(~Q59Q4i zWsQEm+2l)F9BUQ07xYpUqB}fuUUC_$XC_>aeP3ZpY69fD!*f1c0L7cl$?NHrdzMq7 zct3x98>`PE*-$cHN3-Or-J8yJ^z{(drgnWLRy-N|%3=OGJ~RwB|KSVCxLn((?MT>` z|0UCFD!66W&;D4FQ7+Zv%YJ_#MttD<_w>|-v?DO{1o#dlM|n(6c8TZBO387zH;GG{ zC$nGbWVYJO%Pu4RA#8aDZhrvj?yk8;`*GseQRLn1uK`&84m(uCgw3LGPdNTeq7{%G zjs3a%lnl(L7$s}1(WFTZ&5=;gd4p$IWsvr%yfcJ%?$Li4zi-5x`9^*WKE<(ME^F5p zDH;~6m5QFVU3HAv{%6+@g7KetbsM|i>GxYkNDiX&NSMscop3T)fKqSkd$P1}#e-1H zyxSLp?$GK?y?>(L;@H)LWq#&GOZ4(IR@K3#k?`ops!x(2`^GYhr2bP)NO#ogOTX*j z%1@-dmt5!J&Jy~r;u~MFQZJr=794LhW3HlGRS0*-(W5Y-u^Fr<{cmE`hEVv7c7MCJ zEE!Ab@huw%7 z-{&P*cN35450iua-wzU9X>c=JJ-|bU!ufk#9|Mn3P(2j_!Fg}dFjnnvgd<(~lbQ1d z*9;Y7DnYhCITGXVbzKE=cO_vvwkU~ld(m^Db;I9c+of!?so>uS>8+!_>hhRgkT1tG z>f%Or^6V;n6G&F|rrtTyHK}WJi-_w?{eM0KwIvULu4Xn{~ zZ-1fplCR-y(de%~p6M zhv3=z8Ls_QjQbB$e}(<~_%@8~vP&)*6K^MHo`aWz>D!R~L>y>OmonO%!>{VG{#AI} z9NLT6Hg_jei~bsnC<~#-^pN|h@ZMb^+`Y5N{l zq$c1p`pot!863YXczg$T%lVe?v9~L$UP7bPLik269gVny$5b(PIZ@;!(Q&mAa&q;X zLd4iY-y(P$Yd3&;H4!`e$=A9%CrVB*V^)P=CD(lmjk9@8GM0BH&w8j<(*8Q@oC&08 z0O3P;#2V3QsCgiA*2dHi=vRt`dh+9$u4_P_dGvqSsJXA0U2w_z^cU{ryGspik}0br z%&(yHL|mywznqIMqPGL#oP1=dO#2)5CC7Mbf}h5^f3i;Q#U|fX&apl!e!jr2^{{`Y z*z_8dmU)#Kvo*$cVBbD$zty$BVd9tkGpBocvEo5&yHanR@$^%3U8;z@!_!iwJGrU% z)6Z$_(+@M=#)0JZUM-@wCG~jHej(~M@ZQyMSg40T&4}IM*GZp;LialeZ87F5_DQ|Y z_aJ|e9)E;a_EPjQbL}lw3=+qe!e@l5lcDeo7QKM?RD;zc5K9$}ef@o$-fFOGa(GgT*j6YfEWS&tIQ!4Vy zALyKu&QtWXK|HvL^*_g{521Dut|X7jr$rwx#HwRqag$clFyT-#wV>zuBw5Zrhtf2tOsDmCusx787enGGcB&!bbS6U+ z?0TPUt#I^YKl{;aKA#(bA36Jb1>TQmrvst2(-_ZU?78|_>HbD}n%=9Q8_4hxEZ^6E zcMRT*$1mZ=V^H}Ovwje@dO`Ol{@Pz;%sr2nMTb}5aD};{iB^}1awi(0D%n!i?-_nn zy1@O?Vq!8A#A82UtJlf@gjr+&-x>t3GoYW`M%AHEANx+%`&r~UpU$Z(pGpIFKw~kD z9>l-_YB2&Rm+bfOc~5B#Nhk_FkA!oUU8MgKAK{Q^d&WlkCIX=+i;w=qqXbt`U~g zBHt40(j(8jlB4%?QY3>zY1e#(FIV!(JmsiG_D+Sk*$PIb>0ZZNv%`GU6(`%n=~;NL zgZwtkDMGS$caQnQD-~LETJj$9+(Vk&C-|49 zU*q6Q-pPHFCRmhw-Y19($>23kuh}bqGjGgy#yY+W<=o3OHhMvim+;dAjaLL_Jrf|B4;CcmFuq&xGzG(YUd3&U1CLQC0R=D{-lT-)9?PCc6!Gb#?_T z)p8lzf9m&NVrq4|R^&k+!}BozpQ>dAY&sH7rM=4fc9^~vxb7c)b#+BDKj!>q*|t?6yCdj?hyJn18}slMBBeY<^?8F8<0Xli|=FT$s)4 z>9e0GkSd%tV4ge6b<8oztGU3qpV2JmdhgciG02^dO&?mJmhw8)PfFl@@S*R3C zxAMswUS&t|O(ID@KAn}@N<5ngg_}tK0G2!<5`D|ghZ^sFYrPBf`W}g*{jdBy)nv-i z=}XZeXS;4B=ea!LK-}BNb5cd)N)lHv=0J8l*!tlea$T$SNOnmTiX-uPI%_uKjd!_n z5NttR(py_IIxWcM7*2L@T|^~0aLS$ngn+8-Bk z=dz9Xxd@|P^4Yuan28m~81r{hr#A3s*t5VKn>`)x=<{zf?S#RP-mk;6^1bF#SU1u~ zNw4yqJa=$Y>FWlJ&JN^SytXIgw|Q@y!B=p793#2Z}q%Mv&d}SJ6H>@Q&5n zFl(P;EI-RU&{=d!PPi?2IFwZPK|QrrYO_stI_wMElf~O#$hVislkEK2v-+d)H?Tu? z2JT>kYxI7(sQX+YE}zXGFD3h7tg+JXh5FoOoVid=KCkcCGFi!T_oO#VKW+T)aDO2t zZ-z*+-j5S`s=+L$)N^(rdC6X<@j!o#qUS~$zbkIcg?MUKRA!yly!{(}y#>=#Fn1M3 ze#F1)(e)IZJQD|pYw>~WvtKFM`&!c{)?A5U!_08!dp(Pdaw;}?8?L5lMS5LDp5Z>5 z!0OAeb}aq>_IY34n$z#aNp&GDKZb2jF|HC#?&eLq`CO3e?43`v&V93e=z5f1lDTyt zzw83xDq5@*5mME!gFf%_=~FDy)!5^Ww;!KgV`g|qUu*eDJ3L*%JCc{-FYR{G^aHk@ zOv-jx+r_#t^~D~f`BJ=DtL0D7KZf4-X@4}^Ww+x8`Wy|{2lbn$5|3HwB)9Ja#%sg2 ztJ$j}l)JL<`Lv#cZ~b`Wo4hM0(%KmRYMSFZP`fM-WE#N7~V8IHOOpeOujhrluxi6WV0FN4L?*bpia6pG@WGo+rW+Xnrc59*?0}8KmB0 zGD6=#=5SyU&ab7{q3nPh`C}Savq<{!X?7UDuMQe9F%AeKG_mva{$yR=bt9 zIYCkan#CayZ>vD=8!>+uoN~5q5L^E#I%Y>?dA%ox>J_5J!(=;-B}bb9D)6g(t2oz+ zVJ_~x&AyYdF*$)!O+K0bP7s6h40DW6%b9JSC&zd?b}-+KrQb#+yYkgK3N!OY< zcZ9k029gvZ=LWqb8{H$Y>I#QE8Ea3jZ+&`2!B^|C+IFvwF09+evV0AiRmOruiS0c8 zH+_!7oD=lE6XQ!*-@MM_Qbj8n;*vqCl_248xx!09pyU6uLU3mkBC)dg-(W@%2%IWIlwi=<`J@l#x zpV#qhH|(cN9Kq(jU0XuryPO`|=$)M%O-05pXpkq-n;^Uv5>08B{VHE- z*9`NIHA62m-)0Y0_CvgHoR`U4k~HT)Ir-L>idgZWI{G-*&vE)JO~dit8w|UBSzsB@ z&Z_Pa{olg68}aJ`{*n`j*-t(|4Voh^Q(>hmZbk^J;+S-wWW+HHOEKEL}zZ?_qzmv*gLe6=wiaCIk0|u=JrUzlJ`$=#}bot5{@_URxB_1S_EP4U4y9`wo2f z3+$~x>o#K3rQ&#Zl4WkY0l)8eO`b;7fmUf!pA3=I-^-54A4J_Z^g5Aek2Di!6@I>J zlijl&TeKuwvX1qYe}gnqf&}y8Z-%lOTRK$(zBftq8u!tX|uk z@~C+uJA#u7dJb04*KbW;Rz%FYPWx1OO%|ABbb1Yg_KAh#kG?T;=MayOMDej7Yw7ALt9SX5#C{2b zHtBJjcaDVJwQSZL<~gm_*ldu~W4WjHC98Z2^(eUPomZ17S!Igg;tIHxGEScV_JHw5-g*W^*YMS0Z1W81=djucs4ryo6Umv3 z_KTo+2j1phL+TKP&&lbToKgQ8r;aEyn*?8LJAvkR@q(N!$!_BF*nd2$-iX!1^>`wy zj1-CUt>ZX)<$ib_5uqW@oaC?UcF&HKHsm^m_P5h+wl-U_B(=kH5;N7VzlKA7to<4W zPxxyIk9v^qQ;gV?C0k%|f07)^GL^{s2WDQzuXD2b7T4sdX|meo>{-s`C$Il6Y%*03 z2l2ZL%}X;x<(EamcllBx@x$~UQiwe{0a?uFJN2F_w$U%&QTNd4J$^rl~#6zD&1+!0n=iT!^VdmVcuUr%bK zE~a4<7CpuqYQ5KoV0NO$hb)~_KaH(1*09+oW0cZv4OZv;;4ZHlYIQWv%iha7aj+6r zHpc9wERZL1WksN5GZ{qAXD~VE0#iTvDaa0B`D@6t+3zW=I?(m^!LWp%Q?Ygn3D3c` zSH;smcwS90bd%W74NmPzHc3>>e)5+{pWNep_`?IPdeFaQoW2XkQ{S{VRO5fYu>DaG zTyN!ahq2#q#TmR{KFyEgMQe>y8vFi%T@U_KmL`))xlOwlSu{ItM$jO;OWq}4@>KoC z%FW52D)IYkv%|OxSo9nyy^OE3%nB#NG2fJ4gz0lMS!?|E1>edpw-4B8UvgiH<9F$+ zJ!`CD{i7g#5o_0i%DrUS>fO}%oeuAcm@~qs7ic$?hn=O(pQ6$tHYmo|>)>?_sAQL5 zZyu06L?yj@y0I^T{Y!dJwwpY8smX6T!n-f@8e1vcjhAy>`vi6jg;jSmOc~ZYOy8-E zex$30us~^Ow&I_Q#jM*P(!LO7bCTnHEZYmmo`+@D^)sQI-TyPS$zOj$Z8`f*#J4=> zYA(9fX6LeGehsHPK`;BpcWOUX?{Bi!c`z$N|7(m=lmvS)uMR7e$E~5FWn2FJpm(c7 z|6S4J8u+i*Zz}C(@Aj*-X~rIT`kgblW$1aC`7hZYhGE@q^5lg4JbvGcy|%e3`Kpqi z^i6-|+ihJqXSdW=Iwi+v2V6g1d`zX6o5(zmFRT(<-o%&9G`x!T*^&D^%Y5hRU3AJ5 z#rh;02fYT6n8bS3ME3do@dvy=9eVrHVlB43iR){j^B3>gZXWrHoq9p!9a{8f#Xb0a zEss1+pOyK>h2p@utX1CUPh;M@_)yHx1NgjyT@E+jWKTl!PA#YBY1X2{_-I?~>B(MQ zAzA{D|0T<6<9tQ`UKpCXnaSjpyaG8r@CHsKS3&AKX0?`@U%mNJWg3;|aUEb+k_}3; zW*KA6<_YsK=x%-H`B!f;q+(jCg$~F0m89y*FaFX#`B9Q#;vOD(E*$pp?+Q$5$09XJ zvI=G|Xg6FGzlTKs;m8>8uQlv{8Eukbrz%d|i%GZmWE*x*hyM*m&dL7QwOc~MhkYBGM5E@~57bjV zNOu-D=F;^$?JxCN?tzr!**Pzh`WTH|6SS%oxRX;~InkQCGhMLd8+asdSWYYEPHt@@ zXU&!DWp~qPFr?~{cfF{Y-ET9Xk;wZtG-_eS$+)-JUt?f<1Ur0A^LB-(G@5lvh)p&5 zLNaV##LIJH=8?i0xf^sE!0s3pC|;OxJ~YOEnEEh%bEjk*@1IP^X=49y{@7SwxsSHY ze0~-rd%^2-e)}s=pTT4Mk|X;rQupF8D86I-@9CIqGue6563RIXbGfTO#`2@R9*P0U zpqFR9N6;zzw%%sh+_}wt$YgZ97hahkQkgdQFq3&a-%q~Qdsli5W0{@eOLvmrfyd8k zpVdcKv9G$nvU~J6a!)cw34EMEiVbF#Gs#%O%=7@9pVi|s@!=U7{Kof=#PxE#HP37l zvyu(tX87Dp*Oyr%CzNK3@MR!W2S>7UdX3$evGSWZITq4);q@mx_j-~oVzJV${@2(& zFztHM%*KmfSSPtR8<3(I#&sk6{V+I>9FxS|No;c>wj6Huc+l0;S>iJi?!)(z*Y<4h zT<+gr*nI~7smZpyW1R?T$&59KHt_;SNTtEr{miYIv!7& zA6<14?MLyE`&nW-t&@ZDQ*7MLrsYMRVZMw=Vd!nhaeabSqBe zseV?+AGoR>?Oyfwtim^{6@05BJUWUDgXn)Fe@*tM)RP_VUlCVU!mCuCA3~n}^!A4y zlFwy7Ovq{A>;{`JGVG$o!`7SC;Z}$LvIYJ4bYS+NV88aygB&L-u=Y+QlEf_UdmMUJdQsaZWX(|5&0Vz4N^C zAaiDFgN)K@8;SRVasx=5Ebg5L?>9-+!YIYf5DmnT@z~kL&tkrnY_08Kx`#EtXNi0p ze$hD9p;QImuOP!MB>U2+TWFtZWt&M<;s3{q>3UqnHj}l!P^7zyhwn0SzOPiKe{17T z^m-mXr517a3%`od!(sdt>^geY0{@QSFN;X_i&ranfA%M2A8RUzui~L?Ahk=(_?E8O zftWLPHTdTHY+GE5+xS)_ZHH@Pt=Ep{{W*72+pFf@yMhPg`_>lr?IZ#=am8IYvedXu zj53G*r7$)5?;q#wd8WKv&t-V-V3Fc6n5V*QJ#+RE5I%@ybB3lKX1+;>1F@*F&u9Dp zN`JKxKPMIZ=ueuDCdoedR##lklgd46XOTy;>*d9pljpFN5Ml2&<&7fm; zeay$HRAxAeN4?004~FSySe&N}v&-Q+}f0FA0=8E{cay_! zk3LVr_q!l{4%}YD?JsCQg8ZMm{xV)TS%iPX`sM~&ye}#|;p*uauov5uz|4EKyOcGW z=)Z-Zqj+sjG&a-g9I|%g(@Wr&YEwDk5i9qE!sob}Jr21;dH~<9jJF+Vm1lk1%nH}B z+FX+4&UZUn{Kr$qivLSUHIStmk!2jsbGLp7)~zRZPApC_Uh0F+hkZkSaw%JG68#sj z+GBW^sxCQQ)s^iP3j@<<=dGrkuEQWYY3@&}rq zo+SAg_~vZMCtCN@dM~ejH&1uLll58`$L4&$Spvg+Gq{Fr5At4By(KHxa31yvrd|f8 znIygsGY*326!H3J?WVvXXXaDU{6+{D_wzpKANTtncD|goPAKrW0T%Z$;^AUh_SDYM z=SMh`Z0$LV@S3Rdt#w~&qkf>bjWpgz&sX!mHN0t~*fPZmW;GU;^7ne&Jrnxf*`}EH zhWIy9Lp;@c2ib##TPPF`6ylSZb?9si= zXWLnSlfK_zldOBMCgljf zx~4L}PFBWL1=!!rc?ciu;qw=vx{lx1#*A)Qc$(PKnO*BbAr;nJi2zlwxtX@heU@)~ z<@A^gyt|E-x&0n7Eax7M=6xgSGDy48-r3I_{U&}4<*}3Ly&pUDX4Av4B&Y5UCi7fc z_QJ&K7*h`uW{~U)Qs07Yx4Y(Nw#{D4n@Ibz7`BF`dhw9zg=jY4cwfT(DX}Nt5OdFT zAz6=5v3d8 z%r>|l;hjb#U*MhM;#yWLedu>5k4p8%?s%~QLdT2xxksD)VegS=f4(^!uH*T|4v5#_ z6;0OYo%5Y&uzt zIiCem5hN8WEAzpx*t2ZmJ5KTz-bTjjjJ$=G*^TotR<{&$Z(xNyWh{*^{joE(*sr(x zJc^}f`S%|^bB|&co?JtgWL&!+)~Pf2Is{vYW0OReJD^gZo*Tr1+zHyM=R4_I*Lc6M zaqciCTgq3^=*o+)C~$KWc~(KD6AY3grZfa@(Q7IYJR(*!qTLbD+#B*upp<$t6WMYe zNy=c$MPkN9#!0QU|B>xHao*KIGlK+5I|poo=M(j!EBgvE#xZT9FKIBg>&mv??UATk!O|nb=Pk#ex zmMVD3h<_sK>-c0ce3FH<24By;xry55E_o}x_r~Az#Gs4K7pb&ypP2K27*<}J#iC+& zUR(t7Gep6x?8Za=Cvs#*PpT9rL&_Jt;ag+uf=OwZJja$fwf;M=DOQNq^Vzd3pMQvk zAM>*T^hkxUX}qqP`KvK$+e3Z;i(W?05x%*MWc%3Tg~I1mFl{dymS&ZwVUTl~ADMsa zU}I+pWlwH)h&Cln@|Zqd=;KjwuqX@d;Tf@W>e?iiN>jMM%Ij}rn=?t(0jDk`{l^&j zl`&gk-~|8QZJY`G`AWR3=lUYvsfks`!>Br~HyfqCh+CGP+r_VuUhN@q9WiqXU&_;= zoRMmSF_*H;Nc^2k>uzLS&3ajBZ1a9<$9+)HBBwHsgz(Flc?Suvhg|MlXMfoX^i3Av z9{lhFc6-VD+4Y}XZs*YB3>+Fx^6YDcGzBMqFX`b}`r?(CCO_u9& za7Z21j|+2W-9mhA$T#|sJ2}_hr0I0%+zZK>d^xo@;<3qPo}C3Bvgee7O?%@>N7yBQ z=5GARzMxb~>VXa48~qu2^y9y;ld=+9?82Ah#N@iH_@d}=u&D8>$oU|-xA3*(?#yYQ zJh7InByR5glM9wPn+$K0z5-RcrPM(y#MdaT| z(j6a%iik&vIe&=(C&8r!qz}W4@1Pp#a>BGTCZ7tg{;a-~H~nYSU+I-9W2r>G4^O?F z9-T;-XE{~%bqJpA4b^@;G;m{oFx*yB{rNzEf9ZJ^B7etmk@lM`~ z)LTvEv8)M4vB56PJ;_x&^>(y=Z-7HJY%NW@mDWykp_DuAi9UCFCs~r8HdZPnyP0=fK(a`;FH}-tbr-qMHDBCmRs0hl`$3e;-iev4lYPOp z_Ej<2?X{%oT?Lie7=Nruy-joDPI{~0l-Q%+)=+!bD- zbt(;)GD2?%O(esq#%ty8K}IO)iqmj!sGqV{E#vUG19W?0d@JmDM8rH?L>ukjW-V9g zVVYhu*2`v(*7$!GluH$Qn=9^IQ&^jhW~Z;bUrfsbuy32*2m5z2Upba{_aozUOx(jF z$@zH$UJN612cx!kZAWtajcb*#<07#&-{*#ltAD}wQ5vn%Vk3kPXT$q3Dz#jf;BsZ0 zO&$B+SuUBgK4jCfWbB~L`y?0(_0(+}1fiS}tEP{ISU0T@!%iqfwq&%t79XZ#${H;< z@TuxrE+*|EdKvBdDm?RAeZD1HS1{*QA^T)~_k=`WR?DvErkJ1S1Z%MLa&2=L^j~&+ zf}fUwZ5utE=935fzJ1OWPQK$H0Ky2 zH__Kq{H_$8+d}qlbL02=OWwzGSS?u)$NEl{6UR^M^D0RH;qL)-dJmd+(=U0Mp25Z1 zY`=`A--!SftaNJN#my|TmX(tG=ylhh!*g;^`~^(i8|nvG4{a4M7Mm?oB`Wh_CA}X& zi|o-#j;kX4_a9zxrmGGr@G6y2ijb!V{X5~w5WKuu+{zh@6;>0ep!EHd3Ry+_(^qKZ$aZj@#+e5S58AsghA%bH`@i8P)@9k`s z{7gjHY0Z&L$@`J#NcMjeA4<@nyHBh6WDI;?WVITYnLB?=@o);>-$KfFAoHTx;MBrQ zQjhf0$agExcvqbLmgIMsr(UMfp*TN=AFkDBa;?rH)th3#I2zO-Np=byDmL{a{i{|` zIbWJelzmv_ZOrO~Rp0W9?R5DP0-N~EViDm43`qX9ZuvrVx&l91lPq`L4)AGfSnh3Qk&FS^ zgP(jH`||XTSeNQ^t@!fMq{z9Oedv|yRk=HIgfai{&U~@(EU)uTICcO2FFW!dIQP6U z2kI@)AimIBCG47F{!W&@7VNMO`A+9A$$>YFbd_PY1bWG;k$Q!x40?2PFp++bv2ij!U2RQ&C;l8H>f}5}OY!zv zHu`~9=Xo!6P-}`WIsH5Y*A^K4NuO3?i<}+He($#+dW840!=$>_YiMzyvF~>M75++X z+B`RCN7MNan zYoM~moSLjw194d{5K$qtjoW{4qT$9lcpC#L?65!1Yy#dp5t$EiL%2?{rx z(X;#L3A*NP^E-NZh}U0*wSz^`Dc*aV1(MO1Gl>V zTqx!)&)&GakuG`4{ft)ga52@Zw({ifG5$f4=YHjSBZk>u80iJ_HR5eKLABlcCD^zL zU#MtSKaH%-NSf1a$MW%0A^)#l{xhS_hR7+noV@>={e73HelF|GAZtz`ZGwL8^FD>g z`Tq1U?4RNdMR~$w>^mF=8_Y|o(=(I|SBeE&U0V?g&w}sk^c(2)JT0$+!$*)##@)kN z>Kn}KXYR=gH#OSUiq5U9SFUB_JmY-Bb*Y$h5eb^>xh~Jkw}hwQk?%e?>N|N4k2g;> zhgd~C8c6oNwY-EBrCgu{KHW%jEU&x(&Z$t>k7sX!(=3== zLV~(Tb_*$M3)~<-D$*+`?5`D4bLH_)$-m0>D z?lP}{Lv~1=jbq31;yUD?!WUC_J5PjiMqv#+d-MBcBrgTa(QL4Z%u~&^AB#7;p)-f( zkC5+5KAU?YrL=!epU1#8nVXAXR`w(fBV`|~xz_kO$NhiR<5IyRE1iSr^)=)Mkm@%Y zT}Ixgc*Rol${r(}pzk3pdM~eh$0wh_|01*BTR8e5izMGl_VvCD=?dPdP4j=SX*?v7 z6L6;2Pr_`r{)>}iH#`1@v+wZs=`3*^n`Ad#S@>jkz^7)n)N{R`_uoLPQLy_0o{98h zM9>jh{Dq6-@%djoyPn7Ik2k3;d?b_`^4*qV!6dr2&}Or?cf%?f2Xe}JH_UIt%c(4R z9#$3=*De>MTl4UXtnWUhS#sCbg++G8k0MQL90*@>_Fz0|@;s^->^AeTiYzo47kgk^ zp3i(x@ZhF==m4H~zuunb7ZqGr3DS>~uQLx#{@v9)FK7BP3*yYM!%QNi96$AcK}I# z!o3GD<^mFT(q@$SH4Q$gVwq>om%{Nc<9w{uSv+Am42r|_8?6S>_Cs>!e9#cwx`kh- zR@qnHy;5ArUGg{epGq*vz1q#V*_%BaPinF4GsfD?D&OM4y)2o`qJz!F)7g3+gmWG- zyWtKo*5Ja*& zdu<01riFf!1^gtfC-MI7B*`A$ugH3v9-G4WCibo({v}V~Zn}@hm}lwUldTSOZ3*+n zuVlzK_t&r_EBW$1okPo1!@d#Ya&IFwwW}ICv2-`|mXdW5Z(a$voQ^93wZ>SOUH>;5 zr#>I8E@~wYTJD0Ua_t+u?-dd6|DJS>Da;;+@QMv&JB?&hv8pz%?G~|WlJZM3ylkAq z;T8sF?yZI8uVD0Ge%8mezlja?;F9d>rL=lnKZld}FJtXs|Mpt7#FFeWd5`RwVUrOl z87dyrPxkIF$G0o6Wi=f(L-k)?`4HB{_7|{PvP`{7?#^&ch2$c%>*1Z6UcF9|>)_cB z%T}{Sb_~|zE05vAv#>eD=w)e@Y?Ik5{4dE~f$3b4rYx4!z>a)FPu`Lpu9<39eoxD7 z5X;V@$M|OA?@GSZlBLgKizf6fPWQK=u^n%2VCnnFK3Kdeh zW7I&*dlv?sAUqW#b9VP25w$*zYC@_J|65A4zG7u|W@k5E&L%%?ZI)*eE44e4E+rsX zjgLIUA~pCyb`LM7Q>q>9#Gi$5?aUJOd~yeD>+9uFdTqpzwMN;7FC7XR*5@5xXjj_` zVT)K*pNyA^1J9Gc88oleJ{haG7<(yHR_I|ajZZV)TpDC;INYc&<7V<7Rn+URS~ldB zS%tMG%QTUsJ8tX+#he8`p5N|E*2Qp3EsMvDxxf|Uc|vl;=e|tt0%Vm_1U|!9>2$d7 zMb^nIbssz~)}|k8t>$gpXu6jk&o8j^R9>BWZuu5bf=`X%fhR$9gpq6V%H^c~3TqaV zs+dnZX`k;1lksOKbhofdNt$#a_ZBEWV8o|zF_pib@PD%CWq)(Hbv;xnn<)>sR_Sc6 z&F-a3#fwe+u#>R|TFLYmIf`IRPBC33PF5C`P8av?633c|E7|R}QOo3WpGTHtdFrEe z4f8tT_u~A!?jgF($Ya-B_c+-wP$yacPdHx(MEDMdXSoMs#@mT+#0GGqyJ&&G` z(I)3Zim=uBqDwLvCG*G6>{!faMQECO?5Bwr$t~EF$1TRuH}GhHC^L%;VZ~1RoFSGJ zcU5UvT`8(xgdt;i-PzFjlx;TS(gx^UUSQq>G}%t#zVsO3XCq&#r@sL--UhQ%jn+U6 zSc_NlV7wfLkKs)6b4{k*E3gj+Mc83JHk}LMa!{P)=UEooYP{URuS|~Fr2B?My;yjt zXnZ0oBt!IP5T8ZE*Pz#&hbA-SBxtq5lZVC53-DyS`R`SJ{}4GwVN*_}KWGN;Zh$iZpOasCHx%|H}ab760V6a$>#R7xwV&TcIbT%IWE-m z-&&y@W$TyFK?p?5W4+bYdauHh&pm7J*9l$1!vRxZCPbI)ZSUqz= zPTiy;%V~5?ZQ}*5d|cE?q!`DNkFmlkap7JwaPGMLK({mCmmTPP;L#HXL-DjIjuqom zfAhGv`Quu?ko%g`SZWpTGSp6y% ztz(zB;PIhYQw|GK1$C&XQHr$vjWj{)B78b`Uc$KS#?9&E|7bLwj90@mr#s$Z=kKt+ z1g4c`?=t!yCh9KoPFeBiC}>w?(LNCT3+iWL_$=#*(@5GvT)vW~XY=!%KW)r6a>C&{ zJ>*$mYOfw5rerrqPM@7l)*?nvPKg;fpBf3-iTDcp9q7vJ0;oiup_u$2hSw+OPwe^$ z7Szl+R-?lJyJ7xVMn%q5-JPXdxjpG;p=FlCIi`<bI1EwHu#CfelK`lB@Eim=F?fA9gpvYJv$+r`|vl5XSpx5RwV4= zRjO(&7vV>W1rM>t=VZ8uoOi-0nNse8#;ZQf9jVn~))`Pr?dwfA`8oM_8NCtNQ^~uv z&o-A&%_^UMCw}+Epght2tnhcL+r7)e zAF*8SwHINRCrI3Z=FgF~qp`AwD*J=h8zWC&w!v`@t0hBXBN(s4gL9ym?BCg~bw6ZN zFZ?K@zb`W8$-%GW9Il`HV4SBj6UEluBv{2$4l@4Fq@M?gjyST%yV)1K1}0myITj)x zkUjejE+JnSb*8w|ns5DOEs*R>$$dK2byq=h1*}_QM;qfkOqUl}uLJI8PstrDQdAGs z*lnSnQ?KtW?5lyV2kUB*9wB!pqm9u|&f1K|?%#RhMri&8y_c;Q9xKcW4;g1~ z66U^k&feza?YF#lmiMZ9m8V$m;m}HbZSm8cukG;Jc<;}l_5FSi=4q+po9D@8$$CG} z{9e1tt{QCRmg*S!o`1RdAUSoCS8^uiKfrG1VNsrjW%YUz`46Y@IruS0gvq&xQ~~e7 z!!9ICLm2h(>KIr|fyPSFrw*C6vTxtQ-J0WZ`ERzo74veh`A1B;i5@?ax0ac+3?Iu` z?AG*6ZSrY+^LG-o!KY6}jAU4UAAe8AiaI>wS#w9$uit5ZDtomt_OrA+jGjl}xPREe7Wv`wlj}9|umc-oL>*vnf3;rdjUDWaXdAt0S?hslUo-wGlqGM4DD~ zY(>tTjC#`iG!|mx=$iT@H_@dj98M*DW7;;QQO<;pg2YIkKc8k@jXi*svVY=4`V7SO zxBPt+DXynWcDZfQe+BG19-0+dC%HYcJM2JGJOkyn5PMgjI}Ylby`|KG`%22e`{p}sgfg3bRQNp}LS<@B`yJTez54JtI6 zGgK-mkyL1u21JCEQYu6wM5HtihD?Q2RQOji&y^AyNC~AvNuoj;uJ3oB?>g5x=Y5}N z4{P1)UTZ(Y-fL$>c^Hn*_}vVbQ7oK0^*XFsj|G#dyaJ0HtKA)J_%|7DfahoU+0XYo zVYe1jHtPEw+TE^J3#AM5^_{rzHeHf|Bl}+dN1N>SSXDgz#NVukOirk5?ZkD-ja^9^_%~sDFoO@dy7(X6($B z*oP%AV?~~!BjQ*wdM_6I0Pn2pdJ3XFpj<`m_9S>-JWg)$?A+WR16K3K*2>Ikts`#WCA zLLVq|iMEoJ=Pz}V%k^$Noa{<2ch>`<7k=(X$0tOIzND>3lkD<4SSzjccOOhQ!|x@0 z*{6kW&`VzQ%-}jp+$hb?Bb@2(%m^qxij${$kG+{}XW&^){b$C(RdoMTl=>Wosa1x3 zN|U6RzKT1SyX~1|xx@G5p8c6s=Rn|KEfr?_CwSoTkiJ(NBb=S6^#j#@l|2@*RYg|3 zT6DTj*;d%w6<%B6*+CmG>Zz@$KMZpQXt$PglSF_nY}buc<=`?}nQ@LS((7?J+FpEX zXB^&3{%=K;*VrRDGV)wASrM{^>;udnD&`(+>@EehW7+UW2xq4KHfQqQbS*Bu&qA-0 zt}2dy3+)@=aW|>*^yxonOmOx4ipbYb#C@E{<$2N_G+xVcdDC{N7;v|k`xnM{HSS*s z<12XCSfflTbPe7GOix{0{Fb()4U?uBYu#Exsov z{lF$qYjZuh2Vi&dz$IhBbXJ+E^bDo8ieAfjbTRz6NZUh<2-zDT8R@p;O&evCN#h`~ zBJ=v6(9Ruv;32ZjUuNl9>~@uN$(EY?>c82%6$_sMrTXl*o%EA2 zYNfsxseLC~ZN;{e$k9gq$5}mVNq$s+4}0W|>%qP!H_%JQ!pzwCO1)1p^*=oO1G7&R ztDbP=eLcSA??h2(h?x9}7}^=O9~e=d7U6bcU3Pt643*c|c`_U->nVGd?Icmyn%xFh z@|-#(Kc4+IDc8@>ndH5XtuJwn)j;Wg#MqOx^fAk2&y)r@F^%@|lVm-=TTf?;`P+@l z*-zpr>^Q~eq4b@@L$gwQ56SMuvCJ~hmFmZ2OfIP>`NJ-~Jt1NwE7$;Sm*q1{$&meE zGVkJjC_M+WQY<|Xu7$945q{SwxNdk7!awta8(~)oKHK%4eSI@4bUrH%QRgu6vlMIg zC&l0T%zKc+BFe*R+)Uo{Y4R%>vm;XWXS>2shSwfUE~?B)aGVa+B0l9k z=oUJ@;41e#3|Oe8MoN|>)k@{=5g|X&)=PA3t)D!bFOMPd*G6h*PwpXDleO|CaPzf- z>-zq#XucGGvVQq>|Nq39eh{5XqS7SIy2m4IJSQ1Zr})WU0tb<@2gEw)GxOE+?!1Q{_hY^NMA_`oIU9zHFukr8KI4Z2 z$a{n+F-y54;eRlRk7wByd~z8JeDCvX+FpmHv)MHBntwBfR~Jp@k)@7vomghAev=(5 zyUs1g>Kid{tN78DPT4UqYwF7L(Z-}$h0~Ma)0<3x7NGPU3@Rw!jD*cd@eB*jf=nMs z>{IF?e)R`^hl}`g;4)XAFXCz`QS~OiREecd!N1yUcDjtZi ztv(wj%gQ)hsso#>YADP8$tLh89F7y$){9SP(>j?^29oC`HZDch^>m%WF3Am3l=bGh zUnz<4cjMD9V$K?JU7_Enpw*wHl54p>X>TO;7MMOxua^p9aP}gejv2{ox{BoM$vLke zN@peJT#`rYmG9?~DIui50ve3!cZu4Vc1xO;`(}4L9|I`q7^v&zBYf+`s0{SqtN+%t55OHU=vqSKkMf4RV8TC;w375IkS$C2kz{U!tI>oiSnu`h9EDm?Qx?kRTt zk49@;NoM_2Jg*R0mW#)OS>`xWmm<+IV#{T4dY+D%3-&iZY|8%YdDh!-p5lBb+?zs&4s2iobgA6#nCJx|rI;^A3Cei0mwF;X0WE!B+_d0O)& z+h=y(FSOpL)oJ|UUwBW_%PDxY76aSx<4ZB22T#kL@N(Ba|0$Qgz9rYMe)4ARLb6oH znrXbG7mHrV#>oWxlD@}^Y3H)Q5?4aAwX_T8e}`><{V&0Y?|It;mMvM3;qk? zH-sAi7;34lVohWgRk7fjy?G0%NX_yZ@)%Ad3yV++Do+Yp%`!#%l?M> z*Yo?#3RrHWO+K6CNIn*Kt3ak6%#Os~+#$RRi5jp5`&lJZth-vdk`lb@e%W^5M_27jcDfumXoW_sK z!su&uT+6FV;e4L){7?TCATmii%h-7)eb=~8I1vvf8$oU*-KRL5Z0L`(Vn*TI$4-UB zb*^t7a%2mJ4_9jzJeKmg?v8GR+&1i+POme0(_sEs9CAfqnqB;U(c4&fFVd?j9<8XfX44f*`<~P3n5p)*tv__E2ebrOY zoKLrDuKRk>b^%n9B`5O*XZe(sb9eKji)nb8IC;MkCyGh$!}CmSyhhtE$kmhW{_*Kh zGG`ZwpP`-kzZbFWK>T~#nctoHOu2A5_j8|Uqo$I%k2;C87qH!@ELljT8I4ETU8xA^ zOY3zSt`ye8LHO7Na%0Gz9E833`Xjj4*|ltTIA18nm*b6VwEqC>`>VF!uxCFtHtpDXE- zQLQblvj^#!c=RocZN-D^zC2mHS_g+eSh=%EdIQZ9HLrt7Pbj^ul_#}&EgAcesysA% ziQS_}v5tJj*}WwmC+lZc8}El>)s@QZf=RGX29vS8?jW(CCB5%}?>DS6(V2f;ZS2tI ze~>zwe!ubFm*Ds-Tq}zLz4Unt4PJ!(R{YF*t{M=ouZ^LkA3?HvSR^Y}a!;LSjLX!$ z0$a8~wzf7Vk*qIGa>w(I(KsG{lGyern|%Y(tPs!Mc-fDB8QyGTiHzHmjhl&nEg`vncfh8Jl4E34W5bV6J#oiXYEliGyHvGB(@|=gNHHcFe5GGe0wu zyr#u>#fQ7#@~t>`x_&l`Orv=Ad_MLjdsN1Y`}yjjO6Q)b4hD9FMoE&~1?>gSjO8Jd z_+}Mj!xl*7UGER1%Nxc9G#uvB{WQ;bbuRB4prygE&)Th4JT?1)&eP&$bU9KiInZ6f zCYm+S|HH+Qb@KH2O!)WF(~~d5*w2_DsMxQKlafAnJkG4-`jb3gvsN;g@AIrXEt+&8pTPW(TRZASCZQX+gUGIxQ%@1#5! zS0B-1Z|wLU8yjlxd~ChU|KuIrfcu3+oqus-7A^kcMKg^sD`}Oxul}TN1(7ewwnii` z<;=y-=Y7%1ys@arn^jrgK=>6s+{M0sV`FwLsDMQqNp>v? z#`rZr`G;t82b>pZy9*{XhvP~*C4*xZIG)dYUn1QHV#V!j)RaX|!;xe(zL9P%@v$!p zRdwCdM4xMEe~4q}Lg)vcGZUJBVaX#{pErrwMe}F8@2|h)89bI;<>;}<_3{2VGgR-B zG3ZkmK8};0vQcKY{-gcmIJ(i<>}XhAT-jsQ=T%BfHFmcl*BP|@iYC9}=#OMx zz;~C3UCl+BWBKeLF|&AqC*I;(?gZB&|KQKn&in?uqI&)nrg?LB8$KQH=L9Wg4(8`- zC96$E+;8D{DV8sT?H|)Ovq!Sh;uL&(k`!-}vlVT>q0yOI>LJ3mG}>j?&b))k3i-_D zN;Z}ibU287({Sc>c05p&$ePafqDXc-%Wk>-X!|hPa}Aw7UUD6qwQ@DEGFelv)BDHt zc+i>Bd}TPR6{pkrn36k|A4z%-{i;FrFum+2UgUk?vt-E3v@y`R6Z@WUXI=-c5b4QPZQ}Pl&&m)e7+E4s1v+4iT z<__{^PD19FV`%b|QRGtxUdb0QX2(())aTt})GM4jjZjV@d;~WPu{G*$)1IK;h&6N+1H{x7EWQY z1-vP%B3rUs#FF9C)wr?-ItT?P6_q$oZZor?CBM*565&Wbm1( z?=BG7#2fQAEi;+2Yt3%F`jIs|LE}Q+QHB4k6A3mO<(sfxR^KK=L)L!R)yC$6JF;C#f8VCpcIU&=)3EG#^@j27jNT7JVzd}onawVuWf$?_B#fvB zyYB4qIdAJugWNxVrnfde)#h2V9c@CdWE3fm6;C?*m`IT~)m7=;#ptlQ;9e!~PV%mM zf!>d1@BN&~Jlq9(&3pK>Sg1E73yXYVbv0Jaz4lU`Q4y1~x^XHwyDOKu6j>uyT8TrQ z`yLk#1Y{J<}B3?3G4aVbB zi~yD0yEP@v?=;Gjn)5}Y-}RF@2XBba+i+krMhsS`C-!&8lT+xQ%m-QZQCRyIL!vqc zWK_zV>ZWw>rj6%d)DK#doLxckVi0f4*463Wv*13cxHx{NNR&AZPe5puevXFm_4wRh z>>A3qu7gbW-l!$YEn(+n;(PKmC4PR0E$x*_pLu6^pIF%sQVZd=52K#P)2tNhr2kxp zCb#8QM~ahX0PF8E)+Nu&`z(75TO6$31`%i|?UU)F5_H$H+Y`L#WYX{B30+~9JkKAy zZqF_lHOXH|%-W&7yd&yle8^g(uUIWRE%kxx{(OG3PsyaPxFB}reb{imF;cYogmpTy zave1X@x~Wv*@!OfS$8Ld`)l_gXbu%2h8SOyKYoDNo9yo!X*7le&l{&ZL-0G1E%T0& z$Lnr9ZwHMxeQUw)7dSfwN9&0IC(x@n&t2hDL-o5ueuB1|Vs0`DoGN-;g9UxX)a*sq z7`Ku)W3s;2lI?Q%lL)! z1e0|$O`|G>Pt*a2G8s+l068wv%_=R?|>(TV4NJgy&(Sq1|(;9O?BsE zMH`k+W}Q0N^eVZpEbxKGWGCi9h+@l4)nLLEA@yfqN*q!tq4wbujd*0YR?I+J- z4usDbR>+FzWP`tgO={!E7si9zS)#otc&z$G`DN}=vzKzN%j@gqCS^C{)fbMJg4=WW zHAU383?n{=^pRM0tm}hk;o6v`R{;wp- zgE&=QoyE%iP5a&?cpkUsXe*gLE7Q7%E0o8vAkQIg)LJreUJuV3T+8Gd{V0t1K@`e9 zr$yMf4JproeL1paAA^g(9e;&b+xzX3vBap6`P^v0tLS^r-4`4kU# zL-l>^zKM6YB*zUb{*2gE8~eY2Kz1hU%Ci5Feic2k%KbUg&Jrnpf@ux4awS+z|JU)| zYOubF{1;(=3x0kg^nX)h1Nl$KpX{9Vs7Q1VN!EyS6SS3Gs1CxFJ6SBd!5*s5BiQ>7 zn!T#$WVB8e-t5TvGwsj8>|gxv3f+mM%3GZ}`dq`B$yj-qGv~9~`Q8B(g2l;Nx)ctF z@{f10`E3^aou;)#j$|s#yV~>Uu+jJDSUh>gJ7Z)wyl8_tnZ>pWpK6MgpZPvml(>$i zvU(_4C+dobFKQ)sQddL#FERX1THgoT%*Dw*lvxRz*&t`}=3nsl1GXAZhP!A#fNm2= zdW{|%kiLSWS;aPj{uhdzRUJ+Cz3IlJ;W&Cc3A5X1c1tS-(P2IhW|{N#aUs5(NV5A_ z;wKjG#(Uls0WzQcMK~Qq^HCz#aU$05@XszpdA_qkts6-G3kknB!qg&FQ)hZ=`!D*| zgYA{#-(qNAfi2tA*+RBtfa*hzePZ(2xcNK}xe#JU^2MusUPjB3qWdsf+@;3~#-8Lu z%DVUUbf1Y0BUz|DlsdA&6Oej}Y}ws%1RnI$+ho07PnxVEz8IHF>*a8@cJs17v|5H1 zmEl^NSLd23J9sx?i{aRL0mkGiHhF+sz-J*&9#67wVZINOYOvMyxYR(K$FcVZyyhI* zHFx|WynNHqiLQ#W_hxOVK8#!4`R;k}?CN^`HVDNJW@_PUW6#;jY!_{NV$4x&Qy-%) z#<%SMQ6E;>*RDDJzQlz!#_Mavn>qSCU6jZi`{an3Rd6MCmv4vAeu@@~!ng`8Dqwe3 z9VI57zZ%oI8D zd^_2SvZr$LlNHkL_2TPg@U3V}*ahELc+z(0S^ z2tLQ>teU?`OuiE4tLc`}Gc%)l!l^f;@1@hTY1hy zY7Sga^IHL%yOOk~QqO5`Anlv_UR<3k#NMmu{*K^{3yuB-?GAzgAnB`8L71 z9-_tJ_FIu4YS|ILl`r`_c`uG_rT~2kzoV79tF2MwR)PLU&)gBzsZz1gnW0B_*4Fr zwK-Ld2~*kSX$a<8;{_JJlqY?ym9k<@dHwvuQpL#9j5H@haSFudicJS#S|b{K!uOLq z`EtCj!0L&id+60#TUUv07dt;q3y-OBAlt2G#oUK&BgI$j`6}OgkG+r9S7j1?s;637 zxmDZ!o%v9-%6j<8tdN~KKcZ)O%-o`#yRmSoUaRxS9+;k0H!BMw%A@Lk%F1*7jioje z#NW~6n#?PYgV86(y*%r_LEPLT68)~P4!ry#R-9#|xs|qC#M4D$bzkf%t>ic??aLEX?0?1;5$n+^2Nm@h6iZ`IqwEvw~I+ za7~fyWLcp&S#M)Wy&XnR(diyuTbEs*5dpgJ(Xw>e$S#?O|2}rkhi7FP06$6{|e<~Zkx*cE){cr$Ae^ryISmO z4&h5NIN5&>bF_xud*MtYy?(;h*+r$Wx-DRE5YM`S?cRaK@gy4pkIYy)L$peco;!JY zvP89Zt_XbIG=}%4b>>93fo)@D$3P=*BwxayOO*N$=dKc^SHPh+Kd9^c!^X18kUvuY z7r!4} zvU_{A>fvi2d}~Jg+0JCQ)MN2{pK$Tv&rX@TF?1^SI}?gYn@3Gy&; zA^vnK9*+~{HuHxKSh}7L(=a_b>OXL0c!C)4GHX;M;dN{{14A>1qlv4d>5xH1IlnVFkh7TNvp1Nto{)j*hZCht7Ve~tx{7h(&Pj)YiE zUULE+muUMN+&CPsFQ!#L*8$Dhz5}jx!ilHFo{x--&yunW4;iOUR_EkR@}K;#CawR` ze)fmx#iEO$y#-_DE5C(pJ{Eia5jip+I&0GMjRg1k@*&%FBOMcuy&sQj>UrhYQ2i#8@1kE{d2_n z@p{>#+(*vVfJZ6vCFkjdFxdk0M7q0NjU;2mgIHZw465UMve=a)*ALF;3EF#PJB{3# zU2`Rw+Pn7HLhr?*(PA!@b7SJ%!fw8d<6E6CQHeJ*z>ubYh(K<>OLz@d@Zt%r_m6$YygMsO4V7c zZHNp1)5=&nJchaR^!ljSe1fPm6)&r~(rL>-j(}q~5vV*CZr1b5j%HWeooZLb!8dSu zA1spDwiAt>)6a3ZR>8MdX^@@KX7IKLA(uL=&Kg_T=X+XY>~2c?(KLTa?@x(Y=g|Kjl0U+dgXmHhgNG@X3|D99 z_hC%0ONMr=-i$wO(9*-~Fjg=3xw~wk<`_IWykG>)3W8+s$WCgzV78A9uO-nozWy-3 z8);M>4asCf&NWVU{EPo2??rLkUjTtKNRSckMyxrOMt5mB`wwPs@++|52=Qz%#A{-5 z*5G8n)*mtFA=>n(?=@Qc#*rd8P?P1G(q^-GeH2VGpD;7p+o_oh@TVO_di+bbCTZ+sq8USoVZ-Hh#b*tleX}**v^2t!xjBFiQqK96RPk9~< zTVrn%Kz^!+pmt~8$Arq}MuJ}OqcNSDhn=OS3HcP0P-Z{e;mHjGy`Ge?q} zGH>4ZIFel}im}54ku4fzt$RDI6k@Se?g`3~BXhc^L-R;lJSR5w#MPfLdkh55$EE2k z-;0iQ)HqhpJxII*-yeY0MAn?Ih0IfZjKptabqkifi$}eT0q^kt`r`ULEoOdWC;oGg zs8JS@i`_}&dL!3s-?CjYt=!IA>++%*JY+gQ3SWod!xGZ$Q2Gc6PFL?1zaPPMpvdzZ z9~?^h@3eFP9bYg$pFpZ+WF zL17lee$e6wc798}rgSLBN|orEd380EnJsR93I96UDG%r5oX8W)f9U^!aqWEm(vmHc zYan^X^7QH|*Ux|R(1vRLLjP7U{ZH>j;d?%$lAph#ww9ChScr90?+u@_)8kYY*eE9D z4!5`wFY5@0^N3?zkCik|*4Ogu(3?Y}2aE_WYPW)`iF-*tM+`Xxo?FP$1Zzf!*N4#{ z^Ix{o@C-_`mYebZEjr}+*QqqUKp)$1 ze-|A3kU4Mp_R(q_J}&1Wc`{iFg0E`%I(^qC;YYB&&lP-aj64JY0?f_3+w#VRDq7nK*-s0`nJ<+nQ*c-MHQAc8Ya`Mh ztL2yATh#b90mhd(HeQU&9txS^e44g48)1@fp(rdfFJ`f0C+qnR_8!bW-_rUT?X+W& zq=yoBNxLw`kX+rWwboU@7H*GJtQ7x!O$C)ZAHn{NPNw#$&-w0onc>1+}n>= zu61@Ay)J~wIgSpbQFqoTPK&2-y8#KFgu++wUd)O&Iy#hJChO?OxO)@M{OkN|>`6X^ z6QEXuRm(&1JM5jw<_%c;0eCdQ{rRNbU;Uf?eUqnr=kHhAxEY`BFSuLJoc!!$b31>} z{w~?4^HDNd;!_zV%ER>{a^;?*IUkvAWc<>2{);o&pL{nS6<6X(@x2Z- z^2Tu%SEpeLxaiN9X$ zeE9Yq`Rl-77KVJsMp?m|H{SJO{y(15lUIGKb}Zb34a+g@UHmt;o(9^9r@Dgr3NrR6Z$@ACpV)P&QkX5qTWAb%rk)u~xLagamnOai}|?l_a|n zPI>#4e8#u3TYbK97|qI%@g#Cg(Dwa&b}Y}m1L_xx9LbSfpHF08q9*z|Q!Kj?)>${1 z9RO-#abp~8sGnzfT?ywu#D(m7a{{ZaQ7?OGK26F=Vnkx$Jaq@?HQ95n!Ix5MJ?6?O z^8r59`(kotSL~a~KL=ArJKI(iABvY}@WCxCmnWv#A)+0RzXO-9#;oiwbep!X5eHVV z=q@PmzO~jvyynKS_awbbP=0i(GslGhr z2Z*mG{eFrYYYN7o)tIhI|%_TtA<5?_YXg&_V8y9{Nur(pdtE9NQ7 zZP@z`mVAdR=fl5*m^sR^{c-#=dOb^;P1tcaX}7AqzqT)g;SzE_#h;f#u_d|Bz>Ti# z`v@Lf$+P|t&wk`3+25iGPJM|XyR|V!Ykgq+CuW=j`5jtr%{B+J(p=ish1l2Hx|>GH zqugJ#eH~WM8Y#1%=JUMoUXlANUSCmrLs|Z0(zl>dPy9%R^%+M0a-z>Fqh&X3PJm42 zBfUtwe<1d8LA~U%&OXuQm3|W!E7GJK)bC^OmDql^+Ox^th;{OYXfoLrW6PVk{Rd`U z#GjId;Y`?`t>yVj4Pfgryz2(6IG#s7tM9_bsw?Q4^*94*nf+HU#GARUm@*sn04+{| z)2FO8T%AMk1s^s{TDp?m>&Oj%N3Xmq94dPS-d#c=fb2Ni~-pP=yR<-qNTe<+eg&hEF6%s%fPh;4H}U&>qcI4 zek)w7WB5rl`bs3O1-FwhEO=zK>Oo?|ukahB^~05T1Cz7TV5NwfTuyKC)x4K4&XQZ4 zxm8qIDWXo(>k1f5G2-X_VlpV5YAm=#>*umU)_*5=V)mUb%F@Z$&`o5S?D!RWPF}X> zaCttiZorpWEPaP>lXz|R$jhAewmdm^HiKB}D}IoBgnhof2Aw*br|rr)Mu5^G+@EWNtDRPICTD2-g-VmOEELq|E%0gW;U3u4LDFM6b2jcLh|& zV)qOzKc1}jvp`!O^(P62i{$U}^$u{~qrI#-Z$+0zJg}192a)?a$Li4~J6W{wn^}Xu z>*o_*HjXzQA~yVotAFr>myH|u^Mv1_m#6-VMT$P8t4Xp$pwvL03$gAcnpfe0E%7od zK8G4taut&~yGt;;EPnUG*Y6?S95ar=@vMrb&0w#a)oL6AFfpt5uUm0GoOa!=( z43lswWBvkY9F5!6_*drihI1Rpbvg#-O7Ug=C)>v&WityQ>*{Y8Q|ghXFl4KVe#zb2 z4HG`lRylsXLCLouzn4_&)o#sd*XSeJgD=N~yx*_sO!hmy-PpDmyH3HK#*CI9uP0i^0j%-1ZO^kO+}KQ zDsC)--Or?*r}Z&7@G8s(K%)gFHp9*24_!j<%y)iEt#<6yh`lfMQ%E~Ij7+caiP7}f z%{J8`)t9$4hRJ$Z9Eb&Z8hkKzcjl#g*lP@)RfXp^xc-Dw8)VG+c-7x->dHM+9EYQFM={;H7YN8?&0Q7Nk_&*DW-!tNPf{D!kx ztJw*@P1H$tpo1X(1MT0{=6mGHo4c;AVM?;fGg|l*F2AtRx6nC5ADOFlju@9WyP3DW z2{y@8u~Zy=5T73RDVg}HLVLV8JPn%3=rdT1+~4>0VrDs6@3Qk)k+m%b zZsLXW$UKU-^v1l7FgeiJF+z)3<6luE=}U{k&W|U<5cp*Wj@Px>8^*iwr#zG!iTHzA z`dnP-%OB6D%UQJOMWZ7{s>j)@0UMve-xkvF92`v^`HP`{2G6TN&wJ@MgJsINO33Q- zZH^~HY}R-*rpsqgI$PX0!|$K0a}G;p#zvmoO;Y=245{Yoqy%lY@VAf2F@;1wVocTm zWe?KcM*qLD;0_TcnK`r5)JqUKTOW;Bt}bo95WRNslzZsZke(HtZ>Qz87}gQrZ{vN* z*G_-x*=NPND9 zk3BDjyomqF>XK*RC+n-Y5hXKSp2q!)So;nd{ZP=;zj)L{E6IuSile`1^;)dFnsyaL z<>Hw3yD~i?^cbck!(|&1)$pw?q>_>DeG%?)T+Dm$`nb`CuQcF^SE%!|v2PSzTRPtf z2EXg87c0KZ=1rlp1kWlf_a#Oo>q$Kt{!agT#`G<)%s6odcJ-!NUp}w{yXKN3BUFD# z)W_{2Mzfyu?534wSXW5YxSkhvg#R8sRK#dJgglkBJeO6IOS}y0B$gjT!$0A)20zM^ zZ@d-;L+Msgs|nk+!>4(U_tnCQc+nZVim_0hb#*ijUWsL~Yj$FpOpno|=uX2nv`;3| zSJ)`~s#j&dYm7FuT7Z%4hE3`F!PUK9#3Z z<8b_3xV+~48g~8zQyQ@U!}zfu9X>S9))491sWqBb$s1QsG+e93{>s0IpLtW#17DJ1 z@F<*ZjYF$3=nC~7=7}RARo(HWq;IP4y=TbMF7%$NXFPRu70z<>ORtC zjrZ9k%q*t^cvjY`Wi)%7y=QA-K5l*E_(Hmj(^qqSmf(qP_4+JSe$`TDfh99XRs|*} zWt;0kyuNq1s>U-dJN_km7-(Jeb6Jw(dvlu(*{7h>lPT0NT& ze#Cof!!5aO@?K_$9uC6v>3G*vd)W%Fe~k-3nnN}i4+ZvvxHkbVb`=D?(Wfm{}K{zR^oAz{q9T=r5f{@7wEn}Yqm5lKj>I3-j_GW)1dJ%pIc7qYuRC& zpWNAu*K_uX@5frx*kdF%X20dEAt;9N zWesOT*zVMO*3KR2`7pPMRKe7Yudm_X+aLT??4R~-p(dIt9$}Vi{_{TP7v-<5*nC-8n z0T`6rK#!35Me=>>`?n;`@nod0g^5{<|2f;e%5RS)^~bP$pOtcrGLm&qgyWdqwK5B>rc2gGje%c( z9Q#T6XR+-%E#Jk)6SSM%u|^q@YQXj;49W_I>AWqOGd5z^^BCHe*44GpLCYbk+xq;4E#ok4!WE$MA)mw3}F~6#;-Yz^%miy#I zNzSCc_>ld6?xX)#M)urWX5PdudRE8U)yiE?j;}CryBJqfjm!hA%vY8=R~1rs;_%J_ zPdS2C>mif->Flgt1>+yn=6>v)nb1pc<^+8`O`_*rf4s^**~j|?mb;Slcf;avBl|@C zWfpWS@i5HVvUHvXU+YuWj~~PX&&S>NzGpVYau%v8V(e5Zt1%A1=09k45b3VQ_y5l< z-N@$>`q@nLhuC(RI?0aQll6BNj1I?>_c~m>*Z&Em-h*q6#F@9Xw@x2}Nz{e~vv25R z40}_loj$F`tWRNFUyE;%ZJ;t6upk*7Z=!!zybPdQo^uVs*}QdX$)l6aZU(F8x!ap~ z)?Wnd;7Iae0=LrQ zS*;FWx0YmE!OKRG>~B6g2k-ad^SxNxK&h6nYXaxY5zJlncs&o*c6Lg?fgFplBl{&? zNvCJkJrmC-^3*Cgat=m(0rzuB^0ASmE6aCMbE8tZ!q3W&OMJfy!tX;TZ=(LB-RW4f z7-!EXMXtMl!`FVs*E>X@4e&SvlipTlhQ8B(65dV!s?@@*kmdqVO*SF`)bI)nAA^PJ20&1~_c zA<4?%LwC`q91a`~`4#$29mOcH>-IZS?j)y!SVd!Ksh{lIR6A+UjDn`pP1jk6QrY^e2uf94SUrpE7B z_ART{W3%DB@*;f5`s>UWOLoA=d_D~SFW{>uvQlpv9A<<)lf)&&h@J(pzn&6j;7CW@ z&s&(YoO=|mw;BJlhx47V>80!sq&(F3p5pOG`po)Tn6bOd@nnE?G&4Hk3G(H%~PUW{COn%J;XCImpHq^E~EQKT8(oy^Zm0U zcJ@YYudUPZ>m6Q`UB@RtIahl(JNpbx{$hpp?4Mi!Cm7kbiCssN`V3N4gw||2A4m6Q zBs|l(f!OywZ^`)nsOys-SgDw(pPfNI#Jh^dg$_LRZ84|;E$-m=S@-;7!Pqexw%hfc z=Qnu{)>^6W@xF=HcJY6~7KUF`K{cne7U7-CWFKtf0x5bpBlv&TK zd$Ub($hOt{!#Lia)^A})<^k?fHyNwW#;|k6^WWHPqBt-VTHAT;HKJg0`+vb>Mi^rs z#i8*e%Z|E-LVXgXlOg3*WuDQ}5ip&vw`u;4V(AZ{xEOP8;bp7Ue3LGDVznHf?)Paj znX?8vbA>Y}FnLlQbOrDaD_%+VB1Wh(cr_j4Gq*dtEiHh^O0|2zD64%olPh^*<~V*8 z*5&=>ha@h<7v9CPd)c+0=um@g{-bZA?F)H ze6E-qv*;hnbad=DdSp$>)$G4kuT@~4b+4<~wIt6;hX0S~nfsh-1yS|}y-i|~WGjCj z$CJ0_0#-PSHzeC{4f$AHo`r5PR>hj1 z>g5(1XGZh}h-^`FtLv@oK$`4}9SY*Ea z3A0Q3RpS3(Jh>5z=4kI1EE@&6pUIM(rB}oKF*eH##H>Yl5TlO4i)onC6ArUUvJAVI zia*ErpZyY#6&JP{{jz>9v!hxRT(?(LJF8AN!YwkFAmx#4n0F~lT~Q=2)fKp!?EClf z_Kf|jY1>C@v*>j{$(GZ-aRE~wpymF2qX>59ihZo3JskN&ZygKbPDlJIOv0~u(wKq~ zVy7#eN$@Gk0@*EKt|;}9Z_`WHLKyAImRb=d5ShgheMoHkPoGot zn_TcydCqH4+m08V;4lr}I_amR^4S-yhJG`{2$4jUQ5Px-#wH{}?8f#D}|K_bM-GEYi$kyQ@XNBb+ZO zZWq`4M%w3T+nqG~5lY!dwz=Oc`CIZ|AI0j+=-pU^{8a1n)ZGrL(@BuEi(l#O0{Y)U z#=l|P59^n*?PP6dPWBCuZG@|tS(CNUzo;=%%Wafgi3KN;D|zF~Vqa784u!`pER@;J zMcC*OC0{lc)FQ=6w3@)qy5D4we%tyoW|C7 zYH@}Lbgq`N6X@;GdW8&G5Abh+Hd#ZJ%*G{1uvxhy#l6iWD=r$>VWD&3Sl*G`MgGD1 z_u}}m#=z-h-wXNd(71|a>KZ4X;_zG!YljSZV>}A z(|43u^{gv`pOinC2A7DUt+lq76&i^yx8nbH2-T-UGe{%@-dxCCE1nmIz~f}R8{4uA zLodG6M4$29c0A++QFSs6H(>e|{{KRY2g&@49&0)G7pX>*rw&UEz>mdPoxKt3!z^>_ ziW<8|k|}S0IzVJ6X|hLWOMa8x(2~7+ls?NrDC7I_5a^0Uz4`Y+B2RLxCHCB;|4VQ@ zJJ+@mW%3R)yBQCo(LQ=K$JLJdTCMfjv??Z=bmK46#mCb6{1L;>BVXP|mJ>g6#dcUh zbm--O_Jw+oosx-lDxJR5-c9hG$gbHd;(j>H!-mX3Ux>Xk^^`mCDSYN^9O(`BT&4X7 zt1sxk$fxX`QWk=9dG%yE6er~gEU|-4w|YJro+V@Q0qpjn8jrG9_JGT?&whO82=$JD zU|W**7tc=-n<_h-)p1X=ZVeISb#^;Mtuxqn6MLSj)p+0~G@l0btemP?5I1h-XN!$G zH5?tF=j<+*+1MXyVKd8i6=Uk~zH7;mJw*?LL~=xTR{J-IWrgA*R;}vHFVHG2wl-Dr z3s|*)>ULLdRdD)UW7}BqGCKxkJ??r_phWG3FWkdR70g zXsa5Hir`JMHyFa*7tm>8}z!FCyth+B}z^e2wqj$e9_9`$O_D$99lmyg2d*$rs?;7Nd7F?G0x8 zr`W5hztw%qv%h~Jmwl;sK=^1l_F#inbghX|JM{KCs~ia7tg-D)!>uHLS*wj5>r3<9 zqTW)TH4w93;D3d*mOLBTCuF<0mdJRN){3%7b~<=P`xjwfEA0)zj*`csB1m}C;b&|;VGOpJ(lH@7I1>^#fe+kFKg<*z=N!snGJ!wQ>)0APG_HLYQIINLNw`Fz=$<4 zOQx58*nS?Yp7r^9`b@yC-aKfCcAJy*DV{n-i+ThhGdH49lpP5vB zl;{fW>tWdspO@n6Y~DMFBqiA~d%9LAK)wPdtizCznD-IAx@z$kXO4jE7?Pi?t!qj4 z0&IJTE1%)tMXc36-K-_$f^^Vc*>sa$SD~w>V14X`r z9Ls&t*V^c041a^?d@FYCQ*(i9lA`J##W!Eldi>%g<=e6U9?@eXE54)uO=_H=rP~Xz z9p3iHXiNc(-+_!w6RJ;-)H3$$UGQCMFW6W3tK9&P=@Q|jpBIAcs} zpZ~(4Pg%XPn6N~vW3^hB*Ytt&qmFIHmaVYP{H7gv`MNecth(82z=rAJcC3O3HJksv`Fw zdT+q)dMq0LWcSECgMUe_WLrMUvFtFEE0=@x)KJ;Uu+0p~ti5T1Cz%_4BMg3kUmJgu z>n_)lA8J2u=$6qg^OU-YW@EIS_nYyx%N^-Kis{CV>A2b%-ox1aJyy+Zw=S?ORB*>! z4fnQdi=3hPyR&n&h%o&z1tZV!u+ANl_=YpxRGH^6D6|Cz5bmrW0* z^GUdS6rXO+_uJyda#r3?|H)W&201TN_bYAwsNA`5Uj>0YxyX!=6QOvC$Z-sAj=+TO znEpKuAjV7t&jK%>B4g4@Z(k|7h2H2e8^Oap85^e6Ih@UD}_{nMpiR zFE2r6BFVD9)P+ip(dOZLT&>02?LI}*yiM+j5!-OACEnhkL|eSfbJ1nEc^4#y;r>Zl zm_n*0kUky@KQ_Y7WuMAo(6vfG#}b*{l{YZSKX?@e-wlC_dBsApxEZfVrh!VNxQBhS z=UhJ{+a>tAo5lmw$ou*~T#E1ein=#aO53!IuAbM*=U+R-Ypo#j$?@in9`4o4gHK^g_pJcF|R4jGqO`` zR#EO{x2(YG5Bm?q#A7jQHms5X;#6|p2Cd6!Uk-0)lBJNlpw=WR#dgP&uARCMsCyJy z&)|i1ST!TfHXNFypFAykjW-^H7p?F%&jh!#@c(e&Ia(e8yQ|b)%aeZPXXQlit#qG? z)rE`>59vQUl0OLfC-~HJu)I!*JUbfe*q^i-56co-KN8|Euzue2KMbF|vAmNdXNVHR zoXy*jm9(tEHZStgrO-Nz{<$U{LW9R?I-CX16s7W3{5);;X1QOCxLG^630o?u^N3b9 z&@A^=d8eAE1j*e#gcRrSmgEK;&rTbl*^2zx!K}DgoZU+<<(+3^T46Z!rE_5xdX+8y z!iGEW`Eo}tp!v_F$R4Uwv22I`$%Z;mD>u_>D;t;7YXdDMmsBwptAa^=l^E&FR1x(e ztvx`FhP*jr(lyX(;uRmk4WMRrmhP!yiMYy>MZ?190@s!A1mDV5fp1ijy zqsQ!9{49Nc#HQpxXrTNyXKK3|7>ARY>pBq+D`9f7_GL%ymC(2n&pY_sigjMcgT*{z z3O(0j$V!OhsZg@|-KNh@G)^XnQS3hoeg`?WlwC3>q71I&`Rd=S*HDX%MVYVl(gLgg z@SC+Oe`3cxHeb!^S88>uI67Jj>qy_42Ry4pHU2je`=-G#`zIf+=V`D!-zaeuiN5!{ zo_+q&(qiajcEGjtNT!2is?3v)#r*=90I|oSUtN27v`z+Sp7qz(jTmIA3GdEqV8Cledk8%=}D4T6`#Mw zm?Chvl^q7KV)j(2slAK%NHbbbgUi77W_?YEP`w0m3szeXYrD|c-#A|UWccyAkjCN-NX1c%kf2YUuOi&?4LVe z^*f}qBUee-W>rfaEVxfEogj9xKAv*!JR|mPqDTe5|I<%-V@Fp0OjSGY^0NXcGtRcN z=^3!^0NXwK%sZ(r(3(J|?8Q+D0vjNHIZHGbWuD-PkC6BhKJ+CiKNH38gIs1tK11@|q-U})|^K7{lHpX!jkCfxJH{B?2Uev)Kw z)rGXGSP<*7FWV!IK931k@cVKFI-E_$B0OUv`DbC-TV%-f`{TUnbx3VvxnsnGWu(1F zt+lxJIDZ&OqU__E9Z-{R@DsA;X+vhF9O9=Ge!U^K&E_r1&-5y$oQq+ZNjQRbKasE- zG~dJKp_p<3$?~-EWxiL;*@q#XnX3QO$}m214vzNo?MiqiOF$nHHuuc`(PA%#=840J z&Yn&Bu9%b9d4P61vD58z+8?t%A#*c$XARbT);o>{w>iEZZdol^3)Y$UK0{x{*?S>> zeUJ9{kS$k8!+lD|%|+~4&AFE_tSKHh*LxZG{L229uu>6L7=$w)y6T8Lrx<_lBk{8| z%kIl<`A#PsO9r^&m^M%E_d+bQJuBe%r*Iq$odflly*=`l{8U$IoACE=KTBK>e21sM zKxB#Ug?zfvr&IJ?0&+*P=k3ln<1>$oemk_b0oD^(IWteQe{5;v${?kGVZH1dmwiEc zLAEel`|62ONRBiuB&NH;XOq<{6=_zggE{ zTHmV27a(1TjatLLI}2u~i>A&T!k_oT>r&Awd9hDs`$6pctv3IMxmC0vfC2nH5>O;M!oV*s~jJ zszdV;Ou35m=dj>wSlqe*(Z{sCn!hI(!aO}!cdmrEy;{2m^2%mvK2E9^VE(z^Peju4 z(5(UM62YBeQ@c((iP#E7WyeO8jGtIJc;Tox?~@%+4{POKCPVlfqn9HC(lE=D)qW! zN0YUp>#gjKoi|sl@GjZuvsPjw-P`i>%u3tC26N!{6}^&?el7+k`)TGYb%5X`ZT)Km z_>;wN<_nX=!d;khydE~<_+Z}lgedo#Qd`NEecSWC=MPu1KN<1o>-7hGT7-+WaU(m~ zRl)2W)z!Yv-(mE*ig*22V5{uUlnniao!bT1_9Uvo{%z>gRj*f* zH}laRbI*{quzAXychAYf*^k$5V!dqh?j4BIZ} zf!S$lk?4{4-GgY}lBGB4?*fuFpks0X9?egZg>W=KK1M5hw6b1oJBB4XD!qdQr}Cbn zzVBtD!|3|~JabQb4>r8$O6@d9o>8_FKb=CBfqMJc`Er}0IcZ+gaiE$kbJ3EtXvzI&jJl!%+^*FkehktSoy~9J7&}F1L zLzOB)+MW0mE+_jzeNp!Xc1fnsWR197ohLqu%Pg!H#GLIAKGBii zmCU{T5b~FYQh$<`6J<6)V3QGX0z9sRWOnJBORmN=x?GEyt5=dH>-1X(L#`q3kF5EX zbJ-OmyW<`NX5oD!jP87B0qvrFyHWjqE4%nUUaU*wkjJE|~Wi|K83@$%oU@(Gx|K26}JA z)(v>u<$hMc|7Y=M2y9y6QxWxE;l*3&Sf9PB6x6B({c+^G2FH?*=o1=d7vIcZ%Da?2 zZTwC2IgX4!l6f{io(Yj3mHZnQi{Sb(7@up-DmbJ&l{k>2)bKy}&y@E{NJ$ zsacf2=T2!F&pKJ%x?On>C8Q(xSYI0px1~D$?p29 z<3HolS8(n}<~K;2brzXD{Rym+DSWS%u2(bH^R@6|EWTxKL9W6-6d&^b?O$y^1D9Lz z_8cu=fX#QZShA4ZD?((|#2vh>E!Naw)#G^DQu23#@xfw98w|Ko`6{IR9R}-o`w>bN z6P3om@KstgAgw0rS?2Cfvs{>CIf(f{MrobCS& zddtea%$K>|_aia26vStfDLW1~;u}};=k9E>8zO5V(o+OElJ40Z?6q-N@%7#O7o8UN1c!P@wVaFg^vE8)26HO)K-m>*-RQ#r5*y#cb%kP3E^rR9Jf( zVKmDq*FpR|1kU|wwE+Xqga7AjJd5>m*O%Q)r?U84xVDsZQ}lNWZMx%PXN=1}Oqq-R ztP;8FYA2TL!sasgb0W>|@pAwUXQkR2w#uyI6R}}A-i*;&MV88{fKt_%8MvdAh=94|I8KFFrTu6L^tv1K5XwulFqREpT2uQb1mCWrNtw7 z^Dq5Ii#*5BdpXu+=bYkxl0Wx32p&S~RuC+!tp@b!Lc^@ny9Ud$$K1E%YOS5tBpJt?+|ODz17jN@n>X08%B1cOSl*h#1NpTvh zETYK)WP9JIZe&i*sN6mN}q+KKJyl;5KK=N zx$>N7w@-(YIr<{^wM z&@Me?7D zlZDw}1q^fN_l?iPuqQhipT!41!Ij+GPK0I??8;lT&HDWpWApUmczB%1W4_0lvqYJ^ z+dLDFXR}9pWs;-4r{4#i+k@wsS@kQc=1%f{dftkcEA=@|#M$9UEx2U8L`5x*R{L_c zS?hR7?H%Fg7HvGPmojk6IDUa6`^2CN=`vm$2Z{^_@QWMBmYF$YwR0qfoCEuxF<=~I zGGqM>Ta(I?MSvg-atJzq_>>)^D2&y9pqF^HECr!psHW`bd#K4<351fI2u7I`jN0{2cP(|onFHffQ& zy7jDEQ_ESy^PPzL5e>3VH*-4jL+GQh2`5Y z__E;o^-#Ly`OEjBPo6@pW1;K$QNKcw-}kMVxOs#$i5X`OPyUv(?zViKu^gB{UF~792cD~-u z!N|nftWCYi|I1in9}V){bCUalEF-w>_4LDX#KADExCqE ztMM(SeowCPB*^vt ziv0B}_N?#wb8L7gKe>SgF4guMB*-eDD!ghTNlxLheSFIEn5^6F&m-U9m!W4j2Ewb|QPt3E6S)}Y$M}P zqe~sKH{u1YSSHWP&L&yj{N%00a5n42f-e_DhVfXIj011`O$O@h&#{6woZ)KqVDar= zY;8)n9mc4!r2iXZf5D1FNP3^6d8YZT(rqAl0*h5=lk9PktmhTP{zSbE#`+UPl#5AoA_+UO_hgae zQWDozz6f6$Br0dF?{n_Lk^%5exYraLvLobmtdVDkWm&d^&zXIgnX^6d;Xhi|6cd+V zY_f?rb!M7!$Mg7};>o8t-yF7o;MoR!tbuf4CH{}4I|0{n`rZd_Xd*)@G)P2gP$Fec zqeMjr6{S=fXi_A~5Gpbxg`!eOXrgGML5aQ@k|+sfNTh_!b^Sm0`TehRopavzefF@{ zz3#R4exGOWwUdXV2CK}3WPJ#{1BpU>H0#uIMs@adPonK$NVLbBO(guAZ40qr#5c3@ssYBwg~fsE;f4{eMSW|6{q4dimDhZX{}<<-3f! zlUeaZUQw41>{kD1HEZ*LIt6o`V%l8EhA%?@C`jdQbW8Hi*Gp#9Yw_t#t-Zr?71c^S zO62Z@-@Wv3AKz^b!#ul4{>dNccr0)D%Jpre%yXrjZ$28T$#7MJC31pKRw89&tcYE2 z(sCr*I%aTsAv}WhTQXJ6WpwR<;z6vN~b2naM;w^umq5jWF4jmX)zL z)A?4t=e(P7n6g7GVvq2_LooFaeN?9D zZli9Z(_*8}53GJZW`Bg0IcsG!G^Z=STi;bkzgk?aqVzvT*vE_{4cO;z8vm~#W(>xc zh8Wic^7oQtJnJVX!4-UPkJ?X>dJzoE`uiMwI%~g>ev|#82MM3mau0eXqhldFdxeMO z9H2R*dqIUAnWtHnRNbZErZkp^M!*;b7V9W317^7SZ7VqV=A}m~k9kSZ$WSmOo zy)LB4Oe{MKl4~h5*-a#D$fDh_<66iLglZNGLjQ~@g^UyPAUa+=d7XW7!g75!_{p`scwUnhIiu(eUe#3V`ED>zEFa41 z$=mrJhCC&196-w%7?`JBHT9mnuT6~tS+&$puZ1!5Us0nf6pE5~EiCHbUqg~5vs`&x zdm9?Nw0SuD+=tzhaO6qy+`wA1)%X|=t>D{)Up}i=QPw#}zw1SpN;sWwy*a7r6Nu&{ zf-j(Yx+ptX1n44?%~j_=I(6s6*-863IevzEGKGDo{^w*){^78%2}yIhTlOEEMu*eM zpHnxE@xLd__lC#I{sWE_gIGJ< zJ(%CWjK3G~{AA0`s>`3C)z+A^O4(DfYm#~07S?Ibez&sLXWD&Ljp|Ar#@2_Ce-V&N}v$xQSsrS})>Z^y~k*!U7WZH@KK$({46dt+SA0xAph z4bZw2`;wLNQ`naC$t$8|A$?@0Xk*svtG%qOdPwBlXfAgzTg()_sv1*9>fr@3#BaXjafq&QZREcYJ^;4Owsr-8PFm7ZgO2az4GwIFRpG2f5M~ zqD6VdVf=3ne0H(P@6c5}XlqKz8aWy%Z5=%b8(Z;?598SMz zdoXmHXsP;8>qOnN#N&~o;R&p_xxioBsc{6f zvU==uvfRU0ZYSYQko`k@Pe5TLou44tC_Ma%zFT?U6qb5h`(?Cy6kP9SgBNM|Bu3<< zpFI5te*2Lnxfp600cK#wM0OjF!w+NENS_=;x;I^W1ulO>HyI3*C2zQQH?q;oyeXr~ zzhZd<3_Sy)KeP4Q?D!~ja=KGmpDwqF?BCBn6VeDa(n$7=E?7GN-hzpzru_C zN!Wt?Q`A{#jNSpioaDFC^|9jb%lvI76!M)pnF#aL+i7kPBt$`(>wM5 zim`u>S8K5*t7fupeY5dr9OhoH=R98;iKnggatp4l(PMQO>=EVq@q~e}x`^Me#+jEe zZ6^FLua+3lCy_$X8cmjd=Hy)cc75AXX|Bw+JBMZ9rM`cqR;>qKhXc5MAUwG^|pSJ zN2jjOcVb{x@_z}h>#;p&c+U_$|7Wz!%)br^YQrw)2Uo+htVR72YW>8PWQF(-+KlL^}dG;#@C!YaHsa(gkB$5d`kaBrl-7rhOP4SvpxB9N=93}Ss_9v4^Tay z?Z=+C!L*omx6!H=4@i!c=EkqAv>c_6tgR@b#6q^px{py1c!9L##gb$}-^+KeBU?|= z{BU+EO}f{hR*8pY|HpJKCI`;n%5=o9;YOaUf!syLDdSJD3|`sW*AP7TQ2 z^W4?`(chh9ZVu5r^Ld+WyJ>VbZ~7Ew*XU!mpX?eaVXXODk6*Dy?yRoFpc>j3fFIv_ zRf!ERW&OKo^R1FuNjOOS$SSZmwAvOk3(9Xz^;6#U{qU^0wy)#~voSHxp|YZ(Ig7poD%=tCL}hf6YYufw*+81awmtMDz~hHembt|5IDGQGtQhQc*DfQo3PC}tf3 zi@JC*i&b;h-cw}znq88;`xl!1=he03*vD@tL#Cge^S$eIGq+jZk7Czuur3LuQf5>y zV)hskzoq08FnLNp|KlyMLghGi>`k8eKAU1Jyrw{}is~;A*A6X^{>K9QzXgMgO4;R< z%tU#bxUwM5&eHZ5tdntYpr6Goku@#%K{Iz%P7~Skoh&D)|4D=M$=88i-?G{q)=B1x z>6lgtFP_K7?8r(+l9qgSoG5yTcJ~ukFUO7x%(ceR{v8-h#G-@AlC!w~5+^1@|4eg` z+r+V~rp`H+ulxL1tj~Rx&&aj7fN$M=`UX4XB<<`(_!_49ew5$W{NBRmImh9CK9L=m zT3SM;ePrPq}*Yk}6llk7O%Emgm2cA_Dd(_^u*ICF&< zbe^&gU`kd?CZB&{7_@|0Pc};C+^2as+tTzRh?*S<>#}8;3#bJ6FyX zv3K!>@T~y^3W>Pg@jp34U*m6=u~QwfC>mw0YUa-sS-OUD)##H`k{*G@Xx#k2{IGS6 zh+CDI42$HCs{+v`Y&n%)S@-_0Rn&j-Y+?~vs8p#H> zg4LR_Wg`8RtiFxyPt(>TW=T)$Bd2^V$IZFWOkStQVSXIRwrR69Isb=cWnlWbpK|Q@ zg-H9d>%GWQ!{2jp<{y@-p}$^ib&hdr6uk#w_)R$SAvq_DV>unGj{bJw?gFtbyD56` zo2qK}Qf5DPm}Z9ZE!&;1+!H>@v(MdFTS@(EA(`(2vy5jgjRd#3mP`sc#U`f=Wv*2N zDs_y&f6*n`*r&iJ8EzkCt?qvN> zLI_{ZBIiKzS=v5H)4fW!Wyzeg_A2gOK+D~Hq!(`0qgU=kW=~1>d}dC&guSjK!{7SK zxm4$o{|34uRL-x`?M*Hky|3)8KU6K2}qeZ;tu>OGOC7XX=+@Fl)IR~Z@#PhAMvhl7H z3!Y-+p1@jV=r~jyJBjyvjCaLZpc$!4k@OTi7zwS#JTt3d%HezuKV3zEd0zL2LmyI{ z!dg|}dz<#N8@K^~pMVQ*`P*6xziByVg{;xn>!NEpHqL$ij38TC;wZh{uASdu@RWEl zovrWmd1KlyG46i{k9Sz1nwVORPbRN;AIQyfHCeMxf%i_{IF4q?d-RvGFX8bdeN=_? zFM2v3gD*Ft97xBhFi7@}!*F+_-ZQW2%EmdbVRPR$hnyTcfk)=_)=#0Bm9o$9oO8s##iYKCe2w6q z^)MY-;!u|CF7{l__U++wk{Gd5>s82_JrSE(Y?u+hC+jxEl@;uooimM~y4>|Y+3h^s zy0Tz&_=OFRr(t%OB;#9lgyn>}{~$fKK<2_My%`fKy4DM~X4A3@e;A{U%A$1Eb<82> z2zY*|@0XQYD#BKPO)?JOf@6JIqZdy;RO#((mz-#|aQQ9KVz`=Pp|USZA|m-A$V+3rlOW##hn-VQ|=UGAMgj2Ahrs6H#+3-jDJTEbSd%#m^j@G4i6$?Gxb=N#;0tWJjH=6W2j z_ncF9zsQh`h-Lh*EYd#1XWyVxC-G&2x~-I3L8hl*vRmX&2DNr%9)?F1X`F9yokhfQ zTDX{2+0S$h%-Uc^cHmESwUYM7d)0_uqhOK@KsnK3q>=J_1lH4fX zzohRu`g%pgUWV_Nc)bq4i?K$1k?0n9yuqr;zBB+Q2VnEr;?N3Kc#dZ_;3fC#?=M*9 z$!)&V--ziolr2f>p{!WkY&&t|LOo@DPoC~BYGW+wdY~%Q1UJ#!EbQ*N%Vb>J=bAVNAhpMxE`*i#V5%= zL6kgBn=McC{(T7)odv0!%$Ak?$uW~X?ML(aWGow?WH-3f^7%`A zZ#6%<4GI@v?ltP?dE96g*`>x1ewx|-smgvr(yZtBon)DHWgpQr$bQGVbHtZ-M2;b@ zW)IIqOkeJGwSst6POQz^pzO+SuhtEuy9r}%VxgRjm34*Z!1gvR^kI>!pwXJH$t931 zYnd1Pq>U%>t_070pVY~j`!j|$ApL>76HQwe@>q|WK6!x?gew6s%F7?ws9Tga@XW|@$*HtJ{x8iDNzU8 z?!?uybnJ>5O-Ph;RvJL}X_#iESI);gjNO{C{F~&@H^EsXtj($qlj086{7MTs<+>Uh zWS2u$+cm-RANbKKB@d?cdU29VnV8yFgXtq*c(EmW1 zW>nbzP7&a58TgaPT*%d_bi!f=lcyc*QP1WPq*zqh2e5Kt<{CytwmcfXO@fn?4 zK_%;0l1C|bynm(tT-^V)Ad23}uAj2SsbWtu0wwEt_JHQT;EgPk6=cbxz02P!*gfQoKW`^kLu^$0KCsLj_iIbuEy1_-Hc=JlJX)w z7b8VWlAUd&DT0@k*|#NqUV+vJcbx9=ILq(>W~E0-l$+n*H}V zO|}b$uVJyPX|+wc5o|J7*VyL6C*xQ<1sQH!s9-`&gu}! zD$A)_$$5l}$=eiz){0xRdB;gCREi&b%~sd({G4IcLOVG%EKmDC#z+&Y@5Hnz`tGOpV$rCjepicQxnGm#<3)JY!KBZr+<6L? zxpZ&sU!l#XF*YX}<(z@)FuIH;d)YnTOjoPhQN5BRK1A6&e7=WoeM+nHt|hxcWH5g7M|9^ zSdnstv1tWQ*{8K<*>KTYvqB|p*)T6|BO9VAX3 z4e_k@T}{f;ELV)}vNmm!7GCf=*({#mSNT?Y3w~q`YqF#crui6guD(ycV1+?2$-d^x zaqtB_&K3=qvfhm}XoycQ_-?h8oL7l;IeB1Ifrm~qn;A*o<6X~Q+VYUfnUZI)-fT8n z46W=~I-K9UOXhcIkh@mzkS@=`w->N^BQJSDZy%|50_+|)gS(N=4Ml~CWI2H6ZHG-( zjs9nz_Z{nm#kD{F~1rQ$~x(keNV4By)EYf{iwyMJZ2_6&No&)N6WtKeW2E# z!1$b}mXqfzL#2gr>@X#sg+~c}kHh4Qi%Y$KUw`VzgHnZf`Y1g8&d3;_zX-FQ z(PFY?WcPG2l1vp1EAfzr$api|{^CFNw0SuMvNJE46aJyWg{)ADe78b0t2U1k^F_)ZjfWnL&S_LLy#AH^ zRrHu>cfRtq)k@C2gXxr&QdiLBBv)#aeY-iq&$w_aO+MFJ)-#@=%nfYO5hG^MG5K(J zLHsdNPSfi3km$`*PUW5Lv7|2RosUa1;hM9?v(kSl-%Y;s+_(Lk4XcZrz0@-3+-(2=}Ks4o!f~xx`Y+yU_c>~UF6ecdMqwJ{;9=7N!UUETh*unm)-sr z6A#LJe*k^DlmB`n#b#E!jeO@TQ9-}W;qtCHa-^tPM!h1~mvdBdkM2iS`;=Vm;FaAL zZ$SSft!)rJ5)0<&_c_`pK{!8(W|j3{68neZ_v50+IncSn z=R5KH1aa*LXgoy9!)TTh_|9X|C3^T8LmT;frk-z8znlJF;Spc3{6gry4~<3a_kY<- zwvuHORE}c92@vWj+T^6cS)$f%b#q3|C9Y?`VkNrI({|S1jG%i}7`}tiS3#?(xH{c< zI}C>T<}nCU%Fs0To(73cCB?cs;s0QPy?5gIcjn$#k!%9nye9(m5p}-BkF2&mfp*7f ze>g<<6UXz!^hv(9gmtTn+10T9I=1?cg|DLbA7rb?o()8bH(6j9T$^e)-{$LR>ke3S zSMos-Jd7?QVvJ^y%*tZ^S1X^~XroW?c*E zWTz}o>xXH7sPez7`zPxR(Qh05tly8?_V+y{Y$4} z?6D5t_GxDz@2jU&_5kgs$B$$wO}8u5iKjHuLs42(C3Q~aIaC`j~*-h|IpBTky7r`U70QABM?MIvEBnFm$J~$uC+(J5Q-Gl7!1iko#{>@%4q~AUj#O0j7Ki zqiYJ{$;a4}Oi%62S#lovdLEXHJS8wME9!>Bas$b8PU1{B4#oG5ylF2PKf%8@+52(0 zZo_`}UALGtI0r%Gp=<^RR!lk=>Cs*=Y+|8)439Ht7uc?C2b=jhtLO zQnbx#`O;!QBW;u?%>#V8nV(yDQEwjCgx@s4qU)8b$WPb%G_$IPv|Pq_Hn8~`5?;zn z`jTs_zAw^WZ@v8|uB^v~_PG5$iQ3Zs8Hj!k_fPcnhR+9*XFPl|*W4qj4uw&&8J!E) z#_-$)oy=p7BJ01nIe^8p+jy{g59$3D^5xXfWpr4B=@oh6CcMm@qU<_&Y%}yFX=~q9? zmA{XiSwock+Mn{9I%Mug&t%+92BDl0T@s&nB<0Ppy2zzTfM03q%$e zhw8EXE|F!1D79MMsjlxN`A}E0w>Y_m^VH!X*2o&T>`6EcZ^nuztJF>|!0c{noic9E{oS!ww{}S7tZvJ;af1JZgPs1wDGP5#zshIhY>j$&t$6A_# z@A)3qorPZ~>vpWFprw*rz}&z-1&MxHs|-wK~Rd!7x4#%k`szdwyTSwCNi zPDfz*;ZV-$%SHWN#sbAjkv(EL(SC&S>kl#ed0zU1cCrKERx`Lu*>@i4dTX<(7V5EQ zO)a-2|1kDnVB}~4+w8eIl{aKpL1Uar4#^^7W_dW)F#hB&;}$&agQa;gx*U5lr~ic> zU0E$FHt*)WKVm@}cwI}1YjNO8l0E9P%+5#gj)!4$Ia`$DTYc30No(6h;cGEBd)y9H zr-zc4ll2Rwdqe0&mT!xDZ|kSCsC|i&Ux@Dm#GCB2KHVov*{cO?Tf4FYOOIxqqoBT5 zYg$0_i?fCu!Z)2mAEX4lp<=z_C3gZB{LxRw5|k*ppT{6(8&?Z1|H zCqL{D^j?KuZ;|J7OdUjq%y6oc`g>MbudmP8wHaQ&$L~6ckLy@=FAj9UpbeyNK%%b; zuD22|Z-Md%h%8lVh4?ZO#yL^*Z4s`YSeiTk^Ns8$@s0Xea;d)N;_%5@$oklY7*QVr zmtw=8-tE@b4{V#2I|t}@346Z4J98K8GSTY|KcABJ0Hgn%qRJ60y@3yFv-_otF zcTegwcad`DS!?#XL798BFda5;!lk-bIUC{;BScg7`%XKrYCGpNZ6M2{f_X#{{{Jo6 zin47~MXEs}( zgq=I!^uEYl0j9O}nSElQ*yq`>9{$Z#LF?JrdogC^K$&{ zXQZp@^=x+TLayne-ZVDeq`gi0{TByUlW4W8cN)o0(c1oWI)o%;X_s>zy5i@}aQ=ZT zr;E5NwBK0StZx5?#s|{kPQ8!7wA<+OuO6~*rXM@kRsUA@C@QjarEynCme%K4G`W{2 zzkwO&dVRhqaxOnT6$?)1(U*!h@v_H^%LlQ{hkW7*3>wKde}MC+{!b>)i3OPa3(0Tb zwN%~VI8)f@`X@j6T-pA(^Asdbfm*own~3+O72RWi(u}@AL>| z+mo(4boaq@r5;~~`%Jap!1WO{`^?PcTvs0F7dbt54lk|DPC5G^8DajUYx#n>p0jmo ziZ{uNbGq`A)LdYGm6b6kxVD1V%-|V+VcRY>i)d>-4_ePQ$q1B_I?reAWq6yD4YCqr zoBBDseIjk9V0KS3{|1?4qq*K_a4Lx|$G8Dx%#5xurahzQMn-_0_;Uw_{K|4`;B>Lk zrh@v%YoRCUCt%<@pUj13cH&I&dmrC@RqV=L_ZcMEL82d7q%Th@ERy`AwVbZ=Ez8`^ zt0%E}bI87gqi-6ac0ehou_vSGJ?cCvmTbnXKe6Q!v&C_Ke)DpQy(Jz_W z@*R90sT#p$s(vbqK4;*|`|O(4V!225DmfnT`bE5}ZJtp^@0Zeb9h7r#v;qA-V%J~w zyc<&QYvFx56;~o_2B)*)7`pwgojfh*tW3V^=lkpqEZt4#tkHgmOt0%Hd+lbkXt2-t zml@mnKE00bZ7@SS10(;|@+ba&spU5za2^~gUaZFnS!I?N9X3kw0b~Lsm)U?%a40VXMA7L1`2Dcey?t$H(*Z2XHa7 z!9CcS)kj&;@ea*zpm|nA74~j_R$aih=dsc8B+Qz#^Z9tz315T74UDKOjG)8WVn3Qb z0G~WnoT=7E-aOFfKeJZO-hE7e?aVE*N^KYaSxciS5X>{D3d%jr+WTSaP(076hHvup zNMmaZ2! zvfkwjRyvsGwZyg`wOT}*ZAHm@v~@bP+H0e{-)T@6qU&wI1-Y@>#t=(i#=}(t#Q168YRegG)(W$?F zNX&4_T}tQv=?5ZPLkJBrCv75vkK*B7*l`C;s*2}$`x^Oy;L|tK% zj5&X@-^X;_AOCYMeODvMTG!tudmF4?p#M|xWH=rr2i)NzX!dshrCf5OoCKqsPQHLN znFa5`@OCVDqzK$ee7RJ#9m~73R{vQgH$kTuyJdW+$EHp7aRKd;4|*2-`oXy|uJ*u+ zMX>))G?@bVhuD6uR_ft=cJbZ=#Wm2*+Vk=(cQ#K=e#1MkvN)WRr{*(q6vfu-;8~9^ zUc*X7MYXRA__K`;W6f?_@rVoQe~i|T#N0=f%f9(PFl-qtUKbYzlcSzqat2w>FL=Ko z&aP(DY5Knn{wMk5QMmj~*OOVL6@JyGUGBr}gm_KfHO8pWlSS@_NoBSji9yM@n6;=` zsn`&nIj?Fktbc=kPKug{4v zC-YeypXKzIg?K$h?Zx~*yN)Me;%Yo=M3!e*rYhWe!>=_fPoiZ}o>bTMtmJ`$4q5Id?_A^qG>$6jn$76a>c?TjS^CSl z8Moq6Kdt;Oay=G#x#^U4mw7U(WIqx>7 zdpE=h*zq`l#Zmf~qYni=V4%5EM4mJ9$#FiOk%gW`f=dQ#b)0Or%@ZW0og%Z9F^Il?TcCsJchfZ;Y$2sr@t$>!h#t^f|g9%H;&l#Sl+!?xAGL z{j}UK>QAfU$`0VO2eMeAW-UxV31Y8fM|Pw<~;m%coC?x*xI0EqL&dQ6zhMr^2;17B?sF4Ltfm zm|P=X|4y5B#*>5e_MrAZW~HsLe2(|$TVzg%*{NJ5xO^bi9IgEwJTBiC4l&Z6$RbCG zUqL@-6`#){xy!d59v$&!BTOpMr?>0P`RQhQ%@E=KkC7L%*Fmt}#-DQ9!$EXEf`t3C zY1Z}ahJH)e$E&>wpQ7D)*qT)@l^}K(ng7$~Ep$3r>CB@ZrnE zYKT7!!?Ic!1=k^>>?Bs3BYK=iq7KUBr0e^9(urg{wU$+HTfNV@-ZR93w5`67{W!`oJNpj-+T5K7H)34Ak zDb1!oczkG-N_R+MF7`jWm$>|L%@b_ALs!yvO zH2O^($a!n~n_Cpt&)a%En0|RmeXKTa^LG@!U+z^~mdW$}%Je=H>+fT+88rR~e{$Ms zdyLBIN=tA#-g-S;vm0kBZ5l$qE$>`Kg9apgpH%()WWUm0mdZ&Oi*REy2~Vc$E=Zll zu0zb8dKe+s;^q+VKf;kq`BV>@Pp9!O>^s-%!ep4OooMkIZy5mZJjtv?pB*H)*=PB_ zRamV$I9408-y_ph_8Y7$Ulx%2C>TFeC8@qBAL=Z#LDS?QgLW0Dsw z*#tk<^Hut84fCGtkke7iDsd9*9>(D{EK`Tf>EkDMD~m;6VeMEJEXyN`8i{f?{oVAq znyq%xENg*^VoNPEuf8Y}Jiqh#>eg9y-)P+=Q;L@HY571IK`s@*JUc#%K z9htaQ()--G>(353TOgbxd+0UJgH8G=})}A7w?`I7qfzCD%Kvz28UqM zNm%nC@7u|iIS=y>pKQdz$6#MbFNeS}nMD@C?i5%gdQXK{c|Qlys08Wj>OE(d&VX?C zMm>rhTUhlTXdH*#;npXj%IhM)iQ34M_YSO+GtGX7=rsJhN5py-@17NV57OfUELRL_ z^Y9?g3X_K{CxIVK`|L_9gT3`w>SVLdmvH7ZC=JoeHN0jSwiWienVCgv-gGc~-ON)q z;Ad9*Y!pjd(Z3qrC8I=6!THto9oV=Z232Ik7C7GuZVP$uT9z+P(*3n&lLQ)S-qK0CQqLiRwtKMKw4Tgo@{s<7qy$k7p!N751ypCqU<2ttUfrP8PZltFyCjB7DngXRop5L7ce}!WFb}wA#=3 z{8;^;2>X3{I)}blN0z(lt+X%{d$-_jGOu;RpDW>XHVX_>ufBTcs-3$n`L?$dGC!Lg zXXn`0qVHZ7D9HwUSY*7&{(rf#&ZoS3z+qt|eRYR=sW%!_w|4WE)L`L--ll(l9@-kSe#hjj89N2We~P$$StvUR zkH-27wfmjF&x(XOX*-drkFxVbk2Ylb9*?qyxujB?`A7}zA4HRq1rh#Ntxr-iS$xh= z|9IM;#v5|)_DFan8vO^^2I^iU{&c~xoGz8T)5$;htLrl%auyvAF`{%-GWq;+>hD*) zBP#>5XYEwu(dTTn4NI@}I=ksRXzvRBe#b_e>6@Iw$<39s(-&xc0`7M*qv)z^R@+ur zsw&y?U80&cvS0ggxO5g_jy7IQS8^X7CL3{P99N5b$-I^P)(5k~b}ct$tvoY%SDl=p zxtl$^DV@EO|FKy1#tqQw3drAznXPFyg@qQ-BkK~rgW7GpEq8pn8ar}VC0QtvkKhzBjao&lWt$Gu``f@;~cJq)St zxY1ke+)q3A)2WzNUV`WU%{<1yx`lBz=l`tp_X?P8rdcHtHi6M1=;jQZhk5l0O5}8( znaZ>h4RbQ`iQ3Ea`it12lHWf_G?3N4#esa^eT*C*V|}pbM4z0Yd#N5y-~%g_e2~Ws zW3`-aG}pU6{4M9mw(!X-UY}hc&zs_7Nv*vv%H{-~OYrR}I(&*{APlDRYwJdK6x8u^m({y>baqlN5e&T5~5{5AK^KY-yGV(KnDxv!wFEiCy2 z`PYjt>-bJix~V8 zV7?zMABR(G9Ow`00}8&qjnMBDx?M)9#TYRYSLgW2*($|&=$GR1!T6v2Q41llzp@W2 z^)SnpBEcC2Jk3+#JfpdXJ^#U`Cwa(9R$4=Y#%z!icrF(ci;^j8T^c|mPoZ*pch;G& z;_I2$FXwq#eR-;pKW8uH#Kc{+eT%l2i(PMu4^QDxb}!rw+got^T2f6F8&;C!c)S~` zzj`#;OzW#5elK=ippE|KDLH%lW6ZsW)~iH-&!M`KXLizi4=5%d=qK8~&iI(K^{TLB zDYcR{>wM^KHAZb?um(es^(;t=?K+J^!ygR@1xlXtlbEQ%CpNb(&nkw zeC&7%vO%ajBz`n!t;M=I0qJ+VOYXoAp*)@>W3er}Ig-_}C9gaZfipoeZ6{I1X`-bB`lk~10%g|L+%~8 zQA*T!hXhq|?LdBgsGgE>e7(NfvCU6ddKm38r_5OZ|G_7@xn@Iq0=vIfaHq09>s@FZ ztp)A5BEo-KJcmVcSN$BaJ;|?@KrLrF)*!=N9{ZR!K7sjGmf9cMdt5uowfFVZsbEyy z{Qv(yi6`%{Qa$Xr3NoYBsEtFlA@ZI!vuEu|BWZGMOk|NOwSTtjNAZLq^c+FP+u7iC z;{5hq?`P4V zdqFfhl4LpSalUBN4to7rU?N#&h!X2XiR<)V4knFBp6oTr=G+hd*RXY6|G&k{=df!Q zS+`(FN0^?EvpLHzHtwgyk?LP&R7zg-PV8TiPvpLIGT0@@*elw73twJ?;3P5h3rv`5 zOwUf6#iVS)rd=R0mXx_eKSHa2ut+~+*Ix1_e^z#KZq&vuXml2pKW4vk)v8X;Phzo+AMvJFmCI8SmI`=o%x?W2UVD@v` z-o>i3aQ`87pDwWAEm)SbI~Vx0CT4u6Rx{QeB;qZn?@BgH&d6EnCb!!cY+8)}XXkur zb+dvvJMA8U!?RuuW~VP;-;|uM@qx zvsN;7o{6WKFJ_I=Tzb6@vCRHHVXf?VuI&0FY*>dS-+=x?GOZDDvfl3vwrfS()@+?q z$L5JUiMQkMFn0hK!G8!Dy5Z4rBz;2E-lm;qqW-61a9{Dd9eEn5*_k$t*|R?kYZu6M z9*uq#Wg6%yYY3kcAx`FhOW<*y_c;Uidlp)b!#QQK9IW;?`p?zduUM14QJF8*C1+DQ zuA+OMKb%d{+*vz=uk}(dcRhO3BqEw$nP*@2MxyJ zPA@D=R^enc{t6Py*rBJZr|4}Rxi+|-GtM5y_^(9K2`pX|x876gXsup`wI7hEv;ONr z>o9UHVUvTPk+TNJ*{&V^njqs{f0k^DK=^UJI`E~>9z=#f=x*(H}|@h#3aWA)rY-HjDzVgDwY zT|}M%eB&fi4q(xxZ1$zmEKkOp>ETB{nKQfFY9n_->g)M^e0YxrIm>PoYZQg?#oFEt zw>;%4Y6SXBn*&MpE@mX7^gVn(Co|rnW-o2-CPy3XKL(AP#Kh_%PR>iocg)Mla-G@j zrQ}H_$ot`V8su|MZGSp%Q|3dZvd8**{Y_-a*DxlT0FTDmVZ5#^zI>|QYRt`g)~pK1 z^WNNXtD)r~e5<5*n;osmdv~M%>tKE}oLAy+cIfwI(XE(VlU;6RdD#PM1KSDl~R$eIcJMgx{;+e4R39v+@(< zev7w%1;Gg-(Q4z%JtFE=KFwV36KJo(z(+_?jtn*Ud_UTjF^gg1xHLBkESKF6nh zM2UyBH-(m~;PVKrYqI)cyr@Qon`!s9c$X-36g%$3l)jif#khI^zC23m>`}^{?jnB9 z!Q8p576xU;*~{xWB1qOJtfSwzJTm7^m!^Bx2sdZ-X9{%r);N(9@$SdED{*!je=DTl zN_>S|^I-NjKNyUu_hRz%VorOK=SkA1P`C@e%g8!Ne7aAmdFp09 zvy+}}^i`Dwaz^4bh}4JJL_K9Cc_A8q!Q$Js){MU%#V_-H@DHse^VxcM-b?>6J{#y- zVYb`=!`jeJ7Me#zpN>%cS)U*BikyUdI{63T;-RcvL?k$!j#*3fsD2NG!Fty|_P&;D zM~N?qWm%zE$lqjYYE;m|64uPO-<(RCthz15hs#)~Imt`HtTu~xB-vK%-G^EI`B0vO zo=wkgUhlz)l)BK92bl0BQ4!3`aJ^q?rh%!2OeSP zDoP##p=9bmR}Z_` z8aWGdiXN83F{`ew5G^xH&wb6Cu(XT+`}4*t#JZc|^gK&XQa1ac--lQ7j2&zKvQw{P z3+BMp#krh&`my)d>Zyb_GP6%k=&U4NBvRMK)6Djoia^JZ=WlY=)MnOAzYM+P_N&Fu zlI{2`Egj;wG{z;P+ zh)~%%pEU^maWs1!llk=}m|RBZK5R3e{YLny$LfP{Yyvh7!<$dM8^ndym;b}j*V#1Z8k`EP?=a*65n=)cWtP*H|5npmGBEt4&8GBiuY41hJWXqF zbZ(kDR4#g5$Wv$6(+H`~FOnC0`uDzaD!{%i@HrDTNEdD5NCXd!D zSf9KLhqAy#G3#Acy$)(`YOxnB8|&jF@uD?!3M)NL|A}H%d2DvncEgYtc<>glmqGnt zy!wp37vjtLe*YqSPjP3nS-}~u{0@N@*s+42#B1_>wYt|O*(dpkKZR;J3_T26OT)b| zotLp_DM;-U5el)vz2fg#bQ#K4c}nmcjixEJ4PVd1-d0%ikM{oax-+{b=Trqz{$5w# z(cf6e%vbttul}X&8d@eJTQcfoKiVWrTfpjN*}eqJ)TD7&tvySJquFB*%f>ECalJL} zz9Rno{Byh&^6p|4swKmG!&O77l6cvMaCBd4Xmhy#mhk^6FY!!mn$ zDnV+AIl)SjwbDY)P+tv`s&Kym9>nNLQM1!6{?CzgQW3N?~x{Tbf%6+bJ%j=7UR0WL>kNb)Uys)h4u zlB`}M@cKAIlXM@kb#}8ROMN{&`42Bzxt4sd z#UXXDD4%Cmdw5Rf`}^bH1d+ZD?he)a5?+3SpX+(YYV~r~#!pPB64U84NYyr_n#*-_kSiKp$1Qb#G5d%eRkDR;A~`l-c}lFOwm z#50oLNvgXG?Dr8grx{NMK{>mp4(F+F@u#Nzbr~&R;1hFsQ0^k+Or6i6a}54u9a;9% z9ZHHtw0{@!*RcH(*e!usPQtyA3_EfC8+v4|&Mqjg_IYy54bWFkbNEZE#YlY|v?>~v zhV!3)ar;9u7U!WWygNi(9e|0q zL$n_|engH&B>I7T-)Q||)*GtTWbd7&&zuZbO>9_&wcqNcrv5&m(|KfgiGA8Z^9Xup zo!Sf7I1#6xWRn(Hc0AUu)bbKnOY-KN(C{*D{Y<0F^|l1pasok4{OqM>UD5VSICj)} zR%2)NR(3fJV7-HQYUaY7)un7xIy9WZ1WooZwE zOxX6IQx`se6mKg7i9F{jj>p&F#BDq{PmR0s`%?Il?1n$%$7!xDfb|9B-VaXah(r_h z)1K{eYC?14$5fg;Yr#h+sftTtA(_`j?qc`~zt7Rd|sB;+cxMkzRF zoUKf=Wh}N+-G!p^1nqCpR_2pm`QH-D#zWy2ay4PUtI3odk2!TUt1eCv4Ki=+VKz0H zHJU)TALcZm%j+cWu7`X}I@+s-Y|~rsPqSxpUU&wyldbe$I=;h`k0;v@Or1j3o~&KT z9O5Guz0mdKrpY~{XUK6gUp<9?&7^IfqSYq*W0>5D&zI5bdI)Fz-aswx!Qo_5N_OA_ zFsg@0k`-mibaVpVH)Qo>=K2vLZ~8RZaFQK0>rYSD+PV6A$aqjsPnjp3YwRmRw$?tI zg?m|V{4sO}D$#&nU*l(ttKBegv9j4uoc#IK*mQvwrtz<1Xqfei4?^V}{aj4)e3$#% z-{G`7i8Y>AuPC`2kfIo74}#2HO4i2bYP=}eMnx5a`2RUK4g(#LC@UKH-1UB4FzpUAsg`r(Ae;JnN{`ndHZpZdg z=7r60HFs`K^!qE;uY$od#^rTldd?581F@Icb|OU9ldT*{j;47L-cd}?-9+Qvbgt*s zV)o5xS*`TdUipT6Zn!pcKk0k^{22`=>ggfvXQq7|7@+{y=4{r=HA+Dt(IoP{-m7dH}i>w*prieZ^Z9aIJK3vD$(*;vgOWl zP3=73Y6pCtgeSw{{)gC@o#5Hu^#+bifpTY&ZVQVhtHX2JISAL2w=P*!Rzc!Tedi8u zJytrAHx*L*WFB}h*^=kuM5rv%?h0jdhS`te{w$XHMagfp--f45CuOe9?#`bo3U>z*^@c(Y@ggg-ZcfIWM-eo@{k{0 znTS`zu_ICBZHzfv57{~Js~#7#%9prQ9X>x6e0Li}v+gABOtO=_ZsYGi=7X7|RATpk z{LgIoX;%H7O`5TJatVGX@{LzB&kA?pa@HZ$z>4x}J_wB;`E&>N=*$k|;PR4K`93eo z?!mFXSA9XkrN+-GtZ_VKzc!L?X7MhpIaU9ojD;m|@NrUZ)q624ZHMPSDcu*EGqq7! zy|*Edbx5CyMJrhT2G)28i<2d{5MJI3?az!PE%^O;FgZ}4S1a>2Eb|Sp6^5&L}hO4;)K9PT20LMRh%qTW&fMcV4n)%r++DSH*5u|w= zW0D!}AiZU`>!11^uH0zIy`{aZzwXQ~fAg{Zp^!1|JX}xCpWH(@hHq|Q`IqppnUSiy zxzFKhUuA~YLfa>jrxxaIW%KOlECJ6ydDMv*RF`#=$zeV2l!AY8G5CI;{f~aVai+4- zHs^*S6|?xxjP z_!5b)rp;oJaF`x)Qqf*Lw^O$;PdkZ4+UoO#f^W(>pC{j0i{aoo@H$egoQX%rnwcib zHpGIBeDis=GLLx5IMkQbZYAT#G#^HWwQSW0`~HJaPL$3r&>vy8PA|XW@C#%}UZ%EU z?RrKP6#g5nQA=2=Dp~8qdK`0*}&^YM$Q_r%R1nV z*qU=>>nr;TEZ!2Wl3$>|UbfR`Jp?Mkh`85hGqkuxWc{0l z_weZCoX?q#cNl$U;`2tfs3#tui+O#0QUrhI!7X=q#<5v4W*kG>7ulpJ9Ov-3C2ZG< z93^R6gfC{i$O`1Fe#*D>dyQo!NKsY48z8fv)*qq4_c(hQj*S0cw)P%OXIt311W2W|t+KkgEJ8_*=DH?@UEXSQ01bvf~H zjsEV3$2P5>#gbbKMzE!jevFm=rhN}~*ha70j6&bCYI*O*u}3MfrzIxj`QX`Xav_|4 z;U8sSc{N`@t02br!io#@mv4gg$yV3rQ+f0yJiA2!;|B5kUupV>sK1G|lMQ?{+ij#p zZ$A?;a-;}0!QXWSGp!+P_bqI{W~=W+?rV)1AL*?bI}E^#2K?Y;vNy(xLSB6%PUX)0 zNKs;>h}aK8j~j&+70f6*;aE?e^tM`Icg|qG9M7^AZYg~x(6Kk2hVh}r?0gR1Ev9L{ zdG}9rqq6Z{q)j)O<#a9Y~UT z_|=e=%ClQVlE2N?qgXe0uUNN9s5?}z$z1sho6Oa6?i81V?ddqW zOz&N=?se~{YHcUp-^9;Hm^H5A59{^Q5eqty_XSrfYq=uXW{YX%aOOtVIaH(=>0LX1 zelB_DV)6j-FPZxD%_w`Sd+BE|Zm*?fR?t)>YcfY?&3H4t=ZROcBz2*4zLWJ(rzf6g zAJBNCLe@^Nr`;qq&*!NR=Q+`y?!x9gCVR(=K>SRaS0X`KIJ6^C zPIEp8-~02ad-ZrTWRsQQQgLt|=H?XXtm?|iK+m$?N|u^Ho>kh)Tw@FdjMUnJxR*O% zm(nYzN#0AtzN|l3yH!{$8BxE7Le?9WE12iq;rg@uBsrAUyY{FkbTy`BE!0v7d_&6r z%eb+@XC0L7ZkAgD{?ll84!v(wI(cCBYGsUQ(1D-iJe68Bf0_;Vie2xMB_|quZDg*= zBVJHqvEFi;#T_tB-sf(-zXVJ#Cc!lP-6R%d?)R#`HqawE$2!ntrs_y$_ebMJg7&2yM*S^0Z)a{^1w6|bPhcWBbm2z9@j z14%Q-D6xipRvM?~^3R+Z&`t|KvBk%%ldQ)7U`-FB`Y{-nGiKWG+MHYc6qe*)UT10KYwjq2_t+jcrX$Y<*FqQYX|1$5ub58tHY67McDvMpD$q;YyY z`M>wS6ZAUJ@&sOd65WzV{y~gNR+shImGAl4m-4<|GV8ulncU?q)l3?S1orE&*y8Y!~}`F!=7lcTCQajFQH5q>Bg zO5$q|@;*z}ZldhzSdlx~EzBD#;mf};7^asKc}rC?CFAE%_>_Qj&Y#a{l9esXF);W2 zMu~mzlK5}j{Ee-TRI8r)$K&bAm{f|qzv0YZdf5o^&g{9C#f}ws2IJsNR-Fvro8i!f zl%M$jEvuL1b04~L3`8yz9|rNJ9-|DFrsamMJ0XtqJ=^Lz{ zH4XF41TKbq74jz^b7x~?Yj(c@+mjo$46H`8WO?mY#FgoA&+hOM+H8n_+4YbW(jV}l zhM2X*Xf_K=Psf6spqK1KpNe`Ph#bl0^^i|G!tQa_t*rEkJ}*w&MOfS%12QN1nBMvJ zlI(+7lbOAfrSwt`dapv~7h2~G*<$+siErL7a^zcTOMaFtLMybl99F;Tr#ipQuEalJ z@qrQK5D_l-*It9s18h_o9+PO(mOR(9W(lQp>h1Shyj5E-v)rM0@tR(8&dKw7{0ZwS zllwp{oMq1WADNcu{bq4~JM6l_wTTG4mws(XQ-dU*)B9|5;MuO%5}|AA=~P@gmY3eB zmo~H=3-hx{k$fnV@gZl!t%t)_tySdVH8JF8dNpO?KKw8_RG($l%d{D3d$MZw)~qu} zN_Nygv40>=9(BW{+PS4!CSck83)q4Ws zr?5y?uK$Zc&$Gxju`&1TPiNh4_|!VGX5~Qke~qBq%RD+~R%MOqciKHeAIYaPkT%&> z+ng<5_p=?cpW@W_@c&X|e-txLW0^tZ*vArijQD9%Gl^U?YIF?V_EK z?0khtlIP3YS@}J^f5@kkk93M?)|>v{ut_cG_akCV`aF)6*5>a} z*~SyDW0U$Uw24pT8COmNJqiA|u=5P9ti!6?Af1(wZ(`};V%=X5PZpdq+RN&vUU+i0 z*8akgqo8z$UPrObArNlJ-o4C?wva8_Y~u@gf<6SZ`is;JA-GHL8%Q-4f0Oy=MG@x& zGA8fd86wH4q%95Q!q}6YP&w1R9Un+;tcg5+F+CpgQ{Bj(^J@3O{WJEs6#6?zdIT;X zYX&q$J4ZnBL$Y1M|DJ{25J={HqG6bF8NPi)uH4VBLDTFD*&;3I>EwiBpwf(t#Ay@jN;1 z$HKRih&RIZFZKFxK_tITTy3M}?aJi)*QwZcv3B~4#se@ojCx4qeMPx@$dx-|!t-z4kXa5x|+_}T+;K<{`)mpsf78^ky!Sn}`jrPCgTu)Q_dcn+<9F82 zwuR||kef^1rSO;p!JKH6r-Kjjn@=G%Nh`NPHK#qkC$jDEstOKNhgNC$jMgW;|MKg+*wGQF0LfYcwesvLF^A6*@ZM^FgQ=q%Icv9uJ0iA zB>esqVqfX!NywLj*L426h)fgp`J5Vwo~>}|YBK)?m4Q(FQrpF}@CG@b^!dv$Jwm*@ zPK3-V{eSgY6`pyXcewa-1YamZ??qzYk$z^X`=6MV951W2Rs{;bLE~3)W$pgYc=?>RdVvh4}9UCH6sa6uqXpehJ<$CQCnBErr3gBE4p%RTuo2!z(AkF}ZkNh0lK8=gD7AyV$9pi_8#Ok~q1u zyW+^%+RHlS2U(~eeR_#`kF(K{KG};4wOBH{zKXdXPyb3p-%0CRwNsd-^2Fy~{O?18 zuX)0;IFNmqW#I5H%Y8=oK?RX(2Z<_>@&UN4HL4#>*UVs&KQCvB6cRITqwfTAt<*<< z9+0!k#^TL#I$w@~!^nLTo&Fz5cLKK6^tAz8WGba-AVY|VjF}Q4WQsDDsZ?m7K}iyk z1{yU>N@-LSr6LN+5T)7Jh)P9&8B6H;e)scTUDf+OXP>>-y4Std-p@IEua*2|$CXmRZx6c z-^rtzdF4%`9A;IL$|~=X>LZLS%Ue^uujpR)s7V zLHS*=bPE6e1Dd1R;zY4NZ-uf_?g-l_j8sNnD`_!`{@1~1gOyqnBPLVgZCEwVT>OYA z+?r?KFV+kvd9t2dVI`D3?#Wbh3;i2HexsoL-L`x3PZvi2W1zcd}CF+}cro%D4I7*)nx&_7t#6 zj=`;%Z~*QkzsFDr)n&P*G#HD`yY<%&F}L?@QVk@faTXI7a0Zd~zrx zkH7)&D-Nm4$&;KH2#PUcgXSd&$GDf zC>pBQR!}+%vYYw9%Wz$YVZ{pmwM5@{rJNk(LZnhd;6raky6k3PP&aWyB$FL{otHR63d{u7G^E+ zwt~J&K=WK^WM}C^u)W@R=ex7Cc6G3|iy7q~Ok2Q`AMo=*aJ)l|Y6kg@e0dO?jD*UW z?!F9jOY)U!w7CMSlAorGJ99cY&m|`FjwMD-CDbNt-We-j5b^SC?Kx6DEGnhWRldE< zBX>)h93gHLclB2~KPU2CP1-fUAtk{SCsTr^XmQCF|9hdU9?f_iAmUZsH z>*N_)2!|m&VS&g|&zM(P(`BdsV`5RBr`E-{)<*xXphb71?uP#`x>SZu&W}IF(!iVU&7Jvva~v#3n$xQLJbRTJ!K?}W zvfChUn(o7fa+S%z5YW zWPM0n%sZ;=(^`dP=kVJ5MWl25`wstqQ0tWi{2yVB_}uY&d7358!R9U`Ki(EHSBxZ2h*cnE19Ra5iszm25+ekZ&`ooZE#K57X@*zWF?frJS?*JJr&1N<7F8u9FHT(zV{(}Wv_oZnB==}sslWNxp{hj zEnMG+*7>Bom9{VPfaI#U5&rE+GsC*!OTJi_j+Izv6YkE3=<&QimET(N&b(P^A^v{C zBU-`aHQe48^Y-RdhtjPES---!R-}6c8y_d%2KSHF>kigUUGPfyGk_1&qje{(KfvUBFqF{mA6Ef=(!?|CXzOld6EsX6}kW66>WTyGoRO!qM-=glkAi9l&5mD#qr5{ zI-WI``1Cv0%;~YbnL3IW-R$%4@M*1nKZR`GqLlalW^$awLVF-ml9#OKNjdwMoEv#7 zG?<0Igh*{Iioz>9;u;lZtUI+RWu)Zrxt}hBjgu;6(|FALn0dJQ`+h7Oic1}M+tY0F zHx?uhX=gn>>E7E!i#_g0^_x7A{SE3RXw;a+nnB_NZ0g7QUyydo zXY;vddEvgeIKt?s@PykjJ(>L*v0Qzal&0gwM#yuOM<6juJUG-y6Se$a`yN`~&4TZ< z?veg4YQ*_8zlE$Xh%6P1|1AAK$N%{x%e(TDeD-THeZzvOm0E!u<7spVe3B1#D{GA+ zT~<7A(CklqKGb+^v3Mqn->9z_+3<2R+S7VoZq`c$#O5N^n8K|09qXQ|=d)ee0I}mp z^aROMt?+IBlvAO}_xUNtya(5V^>Moxml`o+VN{Fvje)_**i@aD%@;fBV?(MZ)YmTW zF30G-f>pxhK3Od44>g0N($TwE*UtSH(kkaq>tkMH)_F^uyNtwJ>9(E@<;^+C2Y!Z_ zwx2k1BAreXA%AAs|Jb%6TYhMq)D9ib3SUEgpmzOO^&h>jqD^1Cd6sQ*;wk4Kjwb0Q znh%2IFGieWKI>23@A==OSl$^czJTI2G~dGBMWL||erA_v^mW^x3l|Eg;n3a z@aRtZRU$^tVV{64qeRf;2g+Wn#;n-e*u(Xi+K&Ijoo!g&3Er>h;~o6HyAZ?1k+C=& zQ|~#^aV_LG8o!qN7m#5NPQA!0z7XHP#HYLie$1HTX`KAp6``HnEh{iKHQV~Q>pu(~ zhcRu*-&&i+Fwd!r&q&xE0(o1J{mYjdryl?RiN+oD_NT~RSDb9f4o|b`clw!2%AWXj zKFLPXwwIND4_q0D$5SxBJ7oLdXCwT$QZ(+%&xeS+jl`Y1_*yUa%(=Ty`N0;}O;wZZ z%R3i?lGW}j{r!dyFKfLJs(H5Zkn8Uo^D25KKij?H$4XHzXGijku97zQinuT7C6%eN z%Peoua=v!3n7rKGC-9D0+N>9=WedO zIF81b!Za0CM;j~qTvGRSFm`9}=wmcF7RXUG)%?&IvWd4-{2UqoWr5Vso{JxOl30gT2Ksk0{Px1%Yg}Dx^we{CmZigiW)S`Y z*NWg`^0V9k-8&$Vni}KT_8oq43>o{mqXDjFo_Y!|4Uh$Lgi$t={KRq{0cXP?jXTfY6gN&DsE(#<3~P;WEYB2|$Wkn=qr`6Mf) z-tGB(<{!4)2{mYxz`~5He`+_z{;>U15zb!iC{aiWtHZ0tooTfk0=Nd8Lb($@pVMF>SBUm#Q z%HFz9{J9pUdB=G&dFo-`MdZ%j^NxD^5{}i~nL0FYVMS%}XBS5FCiTmtSdVv?(j-+6 zXOrMm9BIpsOOawG8B<4bJ84dX(qvjDque)I{VE1GFz$Y=GF-&CMtmB=YmcShVz&AL ztCB-_lsLBpTG`oMi@nE-R@t$)nO}AG{}2{^-OA=`Qs<3eo;1`W_dmw?gx&sfH9qsP z6-6rlCO6|2oR~|dZM2z<9XXMc^>_*WEWzGE=7w!-Hk;*Fi4zyVeXO=8v*J|tn}8>; z;LmRCZ^SRgSs#5(w;51)6tX>Fbf*?S`jb6si%Gqiwi~UPQgt<}w116tBt9l<<`Nvb z&!6d{(i++|py`=>raJjwcSm2k-fz7>pI_Iy0`Jx7v#V$x!&C`Rgt*w4u))!;w^ms>A>H_5VN6&q=Qx+C9q7znM8t6HQZvJ=O6# zv*j+4sEXc?X6;mQPR;ELp-~lXS3zPaU6SqS44>wl_LUHSk~Nd3G$;KV(IZ(@pQcwI z_$BM-e)yVINM_Dou<1j;Z=i8!7RgDYy8NUQ8y^nEKc|Q$f6@LNwj5PhF(mg&b{aLu_o=i@e%&c#`hgrR zNIsvx+#&8%q-*kqWENU3B0WySq)o1b|8U?y<0dcPW$w(0zQ%B!rQHX-_bL)B!s*?{O&#hX?Dttg z`zr8y*lhEl$a1sm14;M^ttQcDGz{*tqT1ok7J3~7m+}xP4!ON>ae+}QuIDVoenZr?~eF9#Nf*#^Kf^Ubmw#E4IY>8z9@9_w6qpXSd3i zdcBn;tFy#ZcfIYNcf`gjSp6ba&F1$t+;I=9@8I*7vUV;1?uR31Tf-brrczqGhm~g; zc`O8K_?ucOyTf>-HSG`M*Bk5nAj9eRi$ANy^grCiM{hMo)=bSiM=Uc+9+UI>? zV-mgW=j`pel*i>w+ji)sa&>CXenP(~WctGAE!ks_*}fQtoy}j`T9v;D|A+Cgf%`YY zaerLBg_Irqb_boi@xPg5O`eW7dEQUFqCWfoOUFE8>j;hH;Ft@S(&EJxVqt0>z7F%_ za4MBkwve(sL=Wck8}wJ#s9jk)J6^I2FFB0%(S9o~uEV7LjGXhzk3jQSbM<|CyNJEt z;913CwV6lMhh+);PaU|wFybqc?kj31r*FPD)rDKm+g`|D2b&v`&vtLJREAMj0#AuT zdq|t_+t-q;486x|*9vQj@sw_KN|o5RpnkX5e;?fQZ8SSFe>VDwB)tpDyUBbBT%V?C zYL8tCiBz*Y&-Lu*Z4Hf`?z)mBclqQbzOodO_lc2%`C9|=d<6d*Vw8huo^yTwGppvA z<~MwNi4{chjbw*?d9zjO1I}>$Qa0w z5j^D@=$-7&y+~LK7ODPT53XkxyzWD-&(^~-cUOV;KsYCpeG&2PFC6<3FH(!{P3W~_ zujQ=qIDOv5{Zy8lj^EcBX9J6taD627Q}L=L-${M6nY2$vhpSm|7(9|CX@WZ&>tSE> z_tAbI2FaYddJsc8vcWoXTqP#8BFiuqSZaPwROp7 z{q!E$>ub@K1Wok*3Vcr&W6tF}7t;MK9R6L4UE1cP;+r^=RqM6pbDDpIZD zkEMxqIn&jni;Vq8x_?qb;tJh)81qpN{i%$ z>*Bt9cymp2|JVHCE;1x5**knTZ*T_DvWnSdKO>(`=j-X8_dX*EcdpfUN0{ZjQV|*z zF;l%`^!_~XD!Nv7-+#Q}R(IxEW-`!SV>OUxk462~k=5qoOm^h%!LAXo{89VV=$y_Q zl12RyoJ}^gZa9CF&mV>3d#rghYrJZtM@W-hs=pdDx%RuTNhemX>F-}`e~6ftZ~H|d zJXMP^cyOK(A0<;izBGh9ANun=KFpzS&YI>OV7{II#d_n7u#63or!_eYo)^)R^Yli3 zv`8G;3ybQL?h29oITGeQ@d|Ois919cG@kQ&@^-JG-6$xYNSD-ANWPjXBG%Prx;tpQ zM#N1XvX*>o9L6U9?Eutj%Ap46l3B{axM!k@9@ z7u@@gmHR;Zay_;du@56}9oqGR$xnp{^b&3i=Z{^)wCqG1i0g;3|Bi)mYIIG;jc1|s3ArYba~z&$jhH7ke;R+K-m265Z-~t z#+6cV+5qRnF(E6rGyPo#t?7l>(1y0Dp7UWL8l}2S%)JB?N{gy1equIJGCM3^pzrsx0l@_UqmnXZYuw~BajneB0*x0lXos%uF zI4S`kmXSHRd=_qpN34L8Q&fC4pc$+8h6JVb_Kc|r6dsjMH#V4cLD7NcDlRKfB zcRK4?Wdc;L#L997-+mJ({-#@=VP8wvJpXEH%wr%ql19JN<`6DlY#0EIF_1XQ9+Xs$Ex^J_{x7|1=k^WI5 ze`?fYA&_c3SJ19DIXC+GC5UBC+vK-}zI7&Z`txk|Kc8iXYG+n`Q19ytGjI*Cfj@{1(eroSUxNhP1zc-kLZ-o>*k_~*T3O`Wip z`OV=hmwfSk^^>!`2l4-o{2il?dBHw8*!qvCM z)XHRR#{;JubAMK?XBA#nR7)PlSJ``jc#w<$Wkk1}W35m3jU*onu~pXA<>;`OooAEl zO?qF8Z^?wa6c>iV@Hkf7gXvq1nG6TjM7%!Y=1!mQ(8s6rKR_SZ`?lFVhmj;Tp?6_S zGRD_{(1+%hvNS0Np@DSniJf(EV6e#l8F`1|!6tKWWvEPqM$Rm4Fv=EEJq-P8*ysj* zRP%ejNk2-C3ux1aOfP7W{Ngw0?JF$09eYdSS@LqXga0IKy4Lmm$oYgZZZu}lUa# zf={jC8~d3-&FCObjuL7(FK zmHr*fuioH6)%?5(cAxnC2eMpBgR{huU&*u0r*Gg@*>y`qRR~2P2K03q)gSsIglSA_I!g&H8A89t)FA*4rYivyDVi^ zo#1M!$0z$*n3=qKck-lh`me~lQ`0z=0YB908}rJ;db}CFm$PWz!EC_GJH^76ShTJC zHsNvy*4!H(rm)4!;$v0`Is27*_50)PbtGwG?Cj*;MAorl)fAR`OpID6YUSBq58iV# zx#x>-6(KU2WtKsp1j`h~pv4f&o`E8Ku|Dgh`o%z+*D%*~hxK}Fo{Zo7`{Z`L4rIrC zhi#ybAIa8=Z=|a7c(_+`_W)A<&j>e)46E6o2QS#gzp^$cF6O)k;dtmQI=#p)7m_FW z-p9jZJPzeq+8J0?AM5V*`_DW$`OdF{}y{{M#r4tp`X2udhRHlv2J^NWbX?DtH}J|i_?XrwvR4N&rW!j8 z^GRyXr_NYo(O`&vQ+4NKzHv(-t|kX{eWT729R@??I%s{#dWjf$nz4zel-JV%BGbdL z+bwRK%bIx`aGV|o@Zp?ty4Z|1N)P3D$wuB#2Np|MqaM9>v*l@8ZJ^0njb(dpq za?kzbuII(*HTuhr%jV*7X`}zhM&o$<6!M(Gf-7k~(#ToQr6O7*K3SWtV_jdv=aPji zmBSWmGY|S%#Wco){oyjYAmbglv72|jhdI44=u~}&&u#R)0D|51o3k$Gko{1a%z#!~ zxJ|@{JjJTcURRhqHqyDBp2}m?QZk&6PxA`V`Yfx3myC5he>w;bACco5%>0Pf-$LOz zTzUlllU&OhH*ZHS5IskcqnT)yC#o}{mgk8@@L{uPvl55Cq}O&4tpl!(qOw>)bVC4EDG9>RlfdHz1wmF$m|{J#f7x{B__aHpy0f3WeMXZ@nq z7<VH)Dyp7fZ4tz z7z)*2M7-O`lznBX26YGiT_}3(AXyEpUIo2Y#@%7mey&b6$|`!bcjq9C-($W#8CSMr z>>ngNM{n`1rDWKt*BV-GA@9|YFN>dzSt!{iX3#KxehBI2V9XjVE9-A5ET6@JNvzbv zSl`1ZSvn^2_tb9t2@iT>?AP?qe(Jkv^AU-zgKy4pR)NqLM#>rde4|Ll)Vt|eAKT6+ z>rqBX4$XGj_2XI9j5bAF*vxugz&p=fb56W6ta?JSiF-EVOtR1x^Lr%`Y&FaW!?X_` zCi_Y4_}3gq96i zS-%+;ec}EV^xt2f4~x8yllyM6oT{&pV$k8nm_x4Z>{JoPzglm-t^dzqQk$l2 z+_#z?wqR&7TBd$$8{fr_6EDty(vN@;K8d@t!2?>Y^;;@WwIstF zx({+?1#H{s??^MxS=e!&`Qugh#2Psz5f-m86P=0K7m+3Vv@R<|)0;&5N&0-$IB)Rl zt$d<2J9J{(dJc9kzuLzx|nz!=$8RVS7%csMthWnotzu&^0 zSFtTm>CfZ;S?#sf$7GSaxhRlT<1vM3ovfHmA)O~y!mcrLA7^Cn(( zn7Mp_)ySD}9_?=p*yRjhLwcRZH;}xg_A^+w3)!ccx$=GVe%$FvlblJ-_t@wC`Pq0g#!?$wJCAgB>gTr`q-WIRKl)Nw60k_N8We{$yply4R z=TzG7%LjJT;A#wS0rNrH?b2r|=M6NB| zF5}6|dB*YNY9kKk?Z+I}8;(f_v-L>$jAHSsc+*7N)!LQP!@*+B=WxGIO#4UM<}~}3 zucR{1gS30w$T{D58C)9ii6*T2HDAfot?SsNHA`<{t5)tE@4i9$PsX1Wte(?3TOg6s zrO8Tg01o8&SrfhWHc}THTE$jJVB;>WJDU$0vT6@FUV=}lx03p3^UTB9JGqbkk051J zS{{c#`L?r`?#Z8UnE(5V#V2T&{V(&_>_$xNiI00hA>8=|TBm3+8gnaP!Fnuc%Ck@4 zzu)u6yj`A(-HCs1VqFOq-`^;g(&9N>yGe_@iR)nOt5|4>k&~gYtr)Og)Xhn~f%vzA zv?J(Ru@E~iE6g>^#m7^PmQ2D$X!(?Jf9K2JV?%A2<;3-IFi&lnZ=n;^+GBejVDP}9M6j9GtsM-`_^K|f!My2 zR5`y~(a4oC>KOg3qU{=bUc`^i)LSCYWDzZO(T2mUk(Sxla+m+lCCx=-I|47-K>k%S z&mhTsBm62xP1fJ%WX!X+1wK2Bb?4G9`SY@e?^0uI;xqTdt}4FN#nXChxD*a$*djYw zQ$y%4_dI39Tl|!_`l%b4_iS^-qYLmlr`mrrd;I?%u10j6YIaP1iRU5p7B*~U`+ad} z0c20(BNwpBr6jIL+PsAx4#k`FxkcXx`M<9FcERgjaVL38v+rmEZ1&+3H_^5RyQUUR zee&$jp4+SjeuC-GFjy{<%+kvptbDzdz#*(~1nG_?^^5GAofHE})XZ9B51FQjP_IE| z8~e_K>^yxBHDco2X$Ac**K6K+oXEZ>Vqzzl)MJUcV#!zf?PQKFN8h7KGzm`6>Y)tW zN04M3&Tr)R=jr1WSdY;9=Yr2J(K>a>UxwbXV%1wBSOZoWZ0r|&@)i`5&*A`>>`(J! z$@@G@WhPi^#@#{UKl$#}v^$VRH=67Je`jWEEq=j_`^3e=@bEa%dL0X_qEB-(N6tV# zVT|{9%$Mev@*?itM#>w&oT)$1)dgbHAFzL4za4S!At>ct@Mw12g0Fd|zm9~-Z2vB% zol{sFWG`##w#=Y!1^jr>@2Oak)mUo0)aG*~MbKnSe;V74phIzZJk1}U(r5A}btv%c zda|4?#@)#)zJ%|MY+6EWc*0m0_o@HX36FFYV)=oET`s?x{m_D{fWe2dM;qxL$iex)q+55plMV zXb`&$CS!KjpCzjONz&_SmB@HAK0QIZN_ct`Z@5`c(^z7oQS)3pdF`gL<{M;4os+}N z2+z5H0Ue65$-hv$hs{qQ$H}g@BGpy;9EWkgYn8pd*`d@F5B?@cVs)yVoR1|Ru~rp7 zuj2tD^&hVp42gU7o#>H$iPst99ypA}yzE3yuJZ5n*pfeF2k&SemfW4cLN~j>6Auoh z&mz4Q#rz2{`Ozl>NU%ejr+L$>WL^NDoZRXq#@$WZJeN%Uu`gLQZr}mKsUf?baKEYl?)=LEs;jyORGV zhu44f8O?hRG+LhAEr&|>-7R93i;bOq+5^n$%l&+psFoc#$ME8BF>sJbu?!|-$dz-B zSv}mX#aiP{WsCh;JsGLaW7F)mJ@?d$n10*?IzGY)f2|>#ZO#$jEkZ;Y`Ct%+= z*7$)Xk0aqf*fiM4kBV|@@O}(`IK((DSnyo>^~9B?aM(ce)TDSHzmw&CtG+IA_e4DG zh9~pfnH{#LL+%h!x-2VY=S5@oc%Ke$yZa%$zQ|pv_Slv62GVq!=uwMgEwoyJyE$3Y zkjCx!a|sr@06rJGCp*Z`gy|jb`-DW-h$A&wKRdCX6&rhz;0^jFFF>kTm*$-xy0;{( z8$xOp3yme?O-5PZ)2rN*3IIE;gL;WouS26BJhFH20_Y?M+T9{zYAbgX%a7*8({SQz zD363n>Q{e6(>q1U^`hoDR;e#$oB*TgdU(u?kW7WQhy^R@bQm69j9b}lSc|U7%h?e> z^OQEZ+$xbe)v3ln$0u1I)-*Gu7V3{Q?^0mLxujkL>FW#Yi8E=kn72%%e;YXWE`ixcic8OnDEmSGdOiM4qIdanQQCLLjUQZj!kq`RWwHo82*-U2{H{mG znz*x(@6KVhfq0Q`hl}<7k{%ke&s;YAT0hBCc@Q4I;HT2sjx}QPMP~0+o+5v(pKEdU z6^tywN;%0~94DSHp!6hGE{8)ZNW200ugs?{`Fe6TpQlCYXdPpeverPiW7-}P=S|93 z@>HPLb$p~BoQB}xU|v;KFUd=B17G}vZ=U4Z8N8)9Ewke&?>=sU;4D!xRn|)Q{8CaT zheA^}ILu7=IlWK8qh;>?{~fF+!}>dx9jE7MMm>ov%`rWBgx)0k9307M$gli81wN9ZkOb8OU~=1BF)F{+lVcnYIm%DFU7Gg z{Jgzu8~ETTd^@V(5!sRV5Pv`CywUF6JLd5V<%?=|Ug zFVvQcl~=QFc4sbRu@}s(t$ccG!K&9`bk2>pg#8Md9>sI|z#&y+lMi$*>lVSk)PpZW z+r}b6H!&s8KWF&lV<-=1fsxqslb-gXOWuIK<@c+|beoo`MY){}$)z%sg;FuMo%L65 zoY=`5?}W%@tXGsDtFQHu(Lz1^O*%L~!S-!{J;^+1(P+rR&kj^gPWd&P|BV!3Z zns3@avVEQv-AI-VnA^olA=$03z^l|uoXL#N%(}+4b4BzY-2a1X7n8UQS+=tO#rmH> z#$&boi$&iO84@!mFnc?{Z&zX!RoV`L5i< zs&|q)l_QV#{~X?0i=96(N)7R{B%39-UN2l*;Er!a%WCdlEavs(liT!LmEUFe@{d*w z6R>Ew+3`R28A+1SICrq#yP2DNVAcq{t;WV9dEAd;Svh!bhTeSkd(_M|&F}rlJlZFt zU1_fGPhoKrhE=rk$@jS~eyT^a8!#xl1K%X!hJw_C@Ma8OKb#)PPu3mVYV(yg`plW^ zqD`t<9Yl+*;(veGloAQ{=zSReZZ-Z)S{KEoiZrjvPFK3)Nn?*S)4ZbZ z6?*HT&FMV#F^CW3nMdJja^kh3&*hl32E%H?s=SysjU1_ek$P&SNmb7MWnqyT4DVyg zApBhh*_<*zQj5zmpfRhgH`3=u_(Hp0@XYh!9gwMola<&amC=%M?rU}*q)kq{^nzkv z?4N)um5rY&XtVV`9M_U>G_|mk{q_wu{{Pu4d(ba~*Q>BvgljMB^=VkV4)Nnf(E|HY-$?e}B4+9@<|*697+ws5kCEsqQDv@q;7*LoJN=z(d%7zRh^NV}(bxak zwfZ`KX3dhU-FXVMi_Ta2se~RT$kPSRP2+d{p?wMl_hyxy z*btK-WtA3)_f~V{pYO8PRIV5IJJ;%ZiD?>{Ctb(@VOX}8f;s|xpi<) z9>NJe%TuWV{`7L?4{}VwtkgBjT5%#)es1JhMw@~0<^4(Jurk{8v~n#=-WD|IO{zTA zDyqlqXrD;qW9j$3{;K(NGq%?$XmhC+U*d5w{ah{%jpS!#$onm+lbJp{W0U9qP(44) z(r1#ahe-4_OHTItt776B)<8vmk)tM&getL^ex>NaoSMg2&1 zDh6I_mN|{|Ica(neZMu6<}7q^@{TbVX7B1_fhdCL8}c6kpzl%7q@2WLY48X703 zaZTRcPRl$8=}OzwnrR?*C1ZZ}fu`Qf!&fV(w_ZIwJj+J}y z)MG@DUB=1j>r^vt1J!o;l>Doo`}aFuo}HadNd5*L+VIFNyrl*?vrB#~2{%FaH#15{ z_IZr-jd5r=zNQ-FR@yBRafZ6GLd#pQD)ktC^l2@8=)j9}>gaeCUGe5$5|+Z?@+|Z| zR`xVI2U;I($CT7=8qW7d<8FVrr{;KS z6#fRQUB>8PJ+jDMIjLXIeOHmBtjL$|@Y$buo@h5!FEhoWWZfC3=jz(j!jG=JAiJS< zknCyE;s@R_n>0rmZ;ty)^NZ|CSw)s-d0tNA?_keOM&8SPE68vW#+Jq0WGYIQq8ely zz}4tVf5}KP9>=Gap^sA>`7N^81YjP z_-5L7z}@=(R`c@=JvV_vQ9sS|=?YRT;F-T-PWIE}-R=dh%qCghm(2BV=8|MR+)4N3 z!@ix)Z(70RZA#88bT)1(EN+Hp&ip15GKD?v%@J_5c2KwCtUwiPkTZ17N6v7%Lt<<`(~acWnQnr z)(vTJ1Y}x>j^#w9?DpMZ+?9G90*z^WU=3E*qtSlaT*JTe9AN-&TuY<({mHxMa%^9e zta)m;0D4P}G?P!4)pIhUr2S02|Nma+b9n4}*2ww6>a4IoRGVPg*{s}&<(jeVNqp#A znq*#Vpx-4dyoB`siAj62bYmFir~Cc8+K4?0Ui2n^yA*mW#Gvntk(GWJxe04=4i|4d- z{d;;HW0qOQicRrxKPYB?yafX)>Af^h&DrdM`b!r07Pz02c;)zbZISVJ`fU@34lg`; zdQDV$Su`m}tNEmPpO+lWKe~H%lS-r4;pCSP%JboJY;}vcllkf^GAE9u!e3P~KEy}L zvitAudPMv3Mrmr4npn`R5UX3b|0%!i?VdT^kxp(;OBk-CeQZ{9?cB0BKm`)UT zj%LAG?%!m@BlMO`F~f1BH9gDY%%8^1cippT*Nw*w#i9ZHvka>Y!td0;sb!p(#LB<; z-+VFdPci0aoC{C>G=t9*?_Z?-G(B#?mD;4*sr^h0dz5ZPd4A5?v?Nhc7VkojeWB8T zJ@&@>5Ai6wA5Y-bZ}F<<#D?t5zLj5Iil-g@yns}*U3uG;+i5t={P!Z;=e)<`}Dvf)|zI-Y#e#Komr!tm=n{l`giEFcFXXyN(ePcNO z?eEk4^ji!Y$!^(~SPRaV@$Pk^a6gf>EM(`Au???%RaDYE1D4RSn-5l@@dCc1MJ z3)Ue~>c9M{Ro2>H`&Y3ESB8AOL*r}sLaIsWTsn!uj}~g zzC0|uK61MIYV$-jy>{e(FJavoyz}@1^BQ93HZyQ?`<7v=_vqZ3|1`#k?5!?ig}9Ry z{(nzKdyFni!oT!(2Af^sZz~!m)5%g2Z_;bCg1=|4=~1lF*`2>a;tJk;0PZH|(N{(p zN!vqQJA?P60>IudxYv5@B2xd&C$r}-`E7fXps#5D6@MEi4%A@7tm7t#X@ArD3FzkB z|3x#XKbmYqg zQFb>_ccKzuG_AGs%-cjz^ zL!SBiYKni=wW{Wh>Q*$BdEEk*$VNj>btzxJicR;|BcpXQiW z7XFv;nLJBM)xuN}Sr4z5-IKMz&(am!?Fc$tPu@LH-ydg^ zv2+F*rsK&&{Pu9V71wq#8SB99HP>=-^#J`HWSvyWDtI!iW@-1NINU{qO%~8RC%iz^ zy8$!nh#h%abpoCg^Lcmu9e~rVFfvurUxsNhto+v)&1sW7(ks~DeipwLZWDQ3-UhW7 zh0dbqXT~~CJQ-`ei>#l=@ae2I$7AUq zIFplTy|ld?BMyXVYf&RlYx}q>ay;qhoyN;Eu)$)(?NE811i!oIKo}gz=SsS}fj>Dj zy^j7_A$P*`5$?GO5+9N+&xl&EW>0$G3h~PPq7i-Gz@pTI$yvwue4cgAcv2i^#BumN z$SP+C43iD)1}sm7koB~#jCE7UJ4!qrgD;i*)}DWChiEN$y+ZbG7@56w*BYZZ3#H=o z2A?IrY4YLRN78>V=y;wvhi8-(Ifi3JYQ&DBYj#;@S9%eC(aarX3q9mJMt^f}1)98O zrPiAy$sYEgm@xoLU(??r@^|vLKIwbm*wHlW!(%$ZBTu!G&ntV^uP5JgX1F=@KA*o{ z53!%{;APy|#AeBD`v>cmfL7jt3@rTn5q(e7`)WMD(HLb&R8Fsx`0mFd*}Wn`v|i`4 z*_d^Y^+_qewH4)0*Gox=ZZyt|IM#{Xa{6Ew#@)xm`e~ItnWu;fHR+U^KwU6l0IYXe zZI^&-cF#>`_p{izDvqvZsXU38%HQ(-bAjF;Vv9Ugd|f};1H1qiYeTUT8FSKlAERz0 zXH&j&mPoS(;x)AxVwHIg-~W$(sjl!jZ+y|c$t*h-GM&kr9CP`8llRBljkwFTitl|DOe%8l1pI(7Ik|T5$n`9s2Vf0EZpJjCV$_R(}y&@(xGBY&O z$9))Ip8iL`Wj^kty4BtyWe>Kg0OREC8x8Heb$Ab6pOWx>IQ>ihZDe|~pigSHXH~TY zU-mQ33wodF{)*Z@$UnYhv*c_2i@n<8-2u=|4xGib%dGJW%%3Lz3QYMIH^vQa>lUU#z#BOMjX*k0V{8YR<|HqeV56=gnvvEmx5t zxlEF|wT+eyX`EV`J&bb)1|I{tb3~B0c*klid<1J#JESCC`{2aI^r*^?+wn2a_fHUW zcl-Z6{yGRdQjfU`W=tup#{Qw}<9g^!&eG(62Ujcew{uxS zIC3%V=ke}5m1rwY%;tl`@bDB-yeV5IGwxC3$jPLfFB)h)@s^&~((*v}R>Ph#JT_H+ zj}pt0Kd=waeFvg%8Y4B{dyu>t%bw)k^F*lBUQIstU99yX-rSCn!^{z{!+WQmZg6jM z%YSW*BiW~&x#VX0&Z1LJ%(P_vNwmDp-M5-mZpWfm#FalF_Z+$Bvi&IX1c^i0eE|=8 zM$fWfq*I*E!fd z6w0YAa|DL8HG1;`wJ zJ5NWv?9FRO;9GHioXn_A>DG@OGrt{xS%;HjEpKR#L&w1KI^(?0|2oj2yvX?v{7d=y zdXnZG+jQ}DA#BcrNZ!pph9~RcG7n-~STfHihT_^Eu>ID*qsX79DZd&oSvdA{=dswF zH*xpqIeWeLGOu@n>}YN4;M{Ujw`S?j$We+U+5M8dPIuvN^0MU3{Q|A`@QDBT_^YB% z_JieJ$V8sJ#R&I9s;JL$M(Lq~mwwBB|GB4$*z*i@^G2Zul#+d;CEbGWJEF-jR(Zci|wmMzUnS3>GkBkzUN`@r=cdOk|d?7ZJ?{c@vdHiBp83H^WWOLdi0 z(9HSMIc$>CB*($=I=!u>&n(tUKF720ExRp_F?%#5O?6UrFwR@-(zex6@ z2-8;koZU@M^`rg!0ZY^sxAySP`&j-6e%XW#vua5W;>@2vu-pP|C%dvupXn=A8!sV4 z2htZ856&R@SFT*f4ymE{gFBXz>`Ff!fz?yl`YCdhX0t@kZtODG@5f^1@m6?C#r{T^ zTw0{-1D6$|MCzht7t$hk&Jl%^Ir=k}pTZ-O%fAC8UM6KfcAJV*&$H(i(I9))Q+?nC z%uGIv3A8@J82{?`Sf2DG8@*@5o#ZX5$K=+@bLchtI*8rwCr3^ORW$CX0%J$v$7kaG zM4I)*t7ZHmYxdMkZ^ch%v2d#2rh0C1V_piaykXeOJ>`v*@1uFEc{OXNR{2~g@A30e z3@;)A-;JlI8>0)E-X{HUpCyW?j=)r_jhrH!1NH2ueps}~Q<-aUWRKC>lXHRAMOflL zBXxsEGxnHB>r`>e&a>36JVRu7PHaoPp>N1v6;?}Grz}o&Ciznk$aDWGcrZ*4SLr($ zSckj1&^MXB@VuXH+2@rr@yWBe8d_(Ocp%wxhU!}5y+Yr7aKIDHB=%07H#p(1oF8)lLRBF8u%aiT#a_wKI-AQa# z7Y3=MyO%ao%tZT>D(Am~?ltHi(end*<`{QY*1ijXn{dxQV z9J&a5^Y$})zLH($T}W?(K`Js|giHGr;?!$AyFLV3&@t~avty^C7H^yX9*1zMKdt7K zlSw_!JU)+Z--tM~Vb+s9kAm5e)|$QO_dZWg9^5HgOpyc?-3O|_uj)%rH zh~43*dth`Q9ZQp`4Oyncsy|fTfc8!{9wDmNCv8seR~6?jhE4_CFGJ><`u`JVPtbjk zpZ?VA*>wF-%j#^B3c{Dt=yCs!(PAvr4isIgu|h{}N^1SBSexp22WWp2JZ6Y(MQ}a{ zHq+uE|0XZWo$NojV5PI%Ifb?t;q)>Z@8kE+-2W=Cx(5b7lIB4X{^P=2lRWEBka`hJ z;*0J5Hih)nNWWD~&56+Ie6R>~m++(^qQ`inRT6Wb@oycoNo5Q^80)@gy*K=vr;7FA z^A{vmxMvt9jG);bewq^-FSxdibuVSzWRBU)*YAVo01<2*UY!P~oGzcjcXyMhg?2+} zSrUJa$IE=9$r7K=O&*uU+0M_9TB9%qRh` z&Hh|$J=$L6$!h#~TrR48DoWPZe@B0^FDy@uXOVv~9G|1*qelLmC$I5YL-@^Lr|d#K zPunZa6z!nX#z;r=j6AzfHuHw!-^G4=j~%}8a|b=|)c=Q2s>0^owJB>A^FE)-```zy zFSeWAQbVwmeokYHtFSs5?vhVsAS8;CsHl1QJMr^yBj=690CBw?Y2NqebKX$`PqLG= z0mQp&^){c_$M1)l|7x@UQnBt&$nD3L*Wq?*)*TFiE1~o^WQMphpMMR<;YaxN3Vwbv zT(7{0e+qMQe|?{--!tgcoF}D1^BZLRQuO`Qy;svc-_v@KsG^A1ja{XN(W2pz& zITdkhIyOmDT^d5WubhYK*B5a)l(!&rTVvhz8V)NV8}-#&eNU0S>rNe-%7K5XWvYME6mt=-gy~h+d<~)aHQd^rA=8x2Oe}?^9VcGZO%C66;MmYep zFEXzryL@l!uGEWbLZbEB@2C9$T3y659;eY&7}>S30(gRV&k!F|@#Ji5O--4c&>PQ2 zKbpJF=OJIRG$7#BXOwZ!dLt^0xER`7F2Ue*X^*_=icXV_ZHE+kABV}-y|!F0puvoDyfw=0xG3R)`Db{@a}8zZHM`NrrDz(o`-KW zVY8TapYh_HV`|O28e4~*Yqj$q=?)TWQY+~~@u&~{J3_K9uD#4w>kI3#=H%W)?x{x0 zOx!}N6~?_4UY8g%xrmlS=|ER%;P=6-*Hx^(#OT%Bm%Nq_=q+^>KO=3P6c1tDJK-{t zhV@uK@0ZUc=YKpam~NtFX6)=hxz#K;g`EBLkd^XJFqy+!vukdCq5ZFVypUc4jWmHp zZ`E@u+MLfSTd}2>d+V_CV7%_lI_+{)aDjg3_)2?1k4O zjJTY=l4B{e!3VgJOsVr>@~>HVZ{s8%@@l@Z8=@!hyqoyNI`O^-OC{6de6nXJM_F0k=lK){HISzwnss(-Kr*$kePNW(j+UzD-YF78vHaV~k zGU`9D>f=fgKmSLz(*D$fMzS`3Tad0Oo7FP6oZJh_spip2ym*@QClwGMM9-~w zH5*DB*(T5FTkz@%wBI2fA4j{fe5jJONhuu6nS^`DaJ{j2u;!Irh~<`ClyW33~7k{UM2UVDT)Uw5Sq99rt>UOrSC0(Y=T z_7APZ#ZCO@B@Db(Eb1mYeu2^NLo3-+Uo~cPbLT2|e@36vvHBg7Vy5x*RMHop0<^r22sGw&Tg;VfmF9kyABC z>8m_18iY$j>DHW-Kd{PjQjTYdP1uyZPxT?XgMXy{QtF^(#nYCRUgH~6-JOhGIj1Ew^lASleF)PytdBk#` zo@F)p3f+rh(5>XyZj5`4mbaVViQk8i?->@Hub<>YKZ2C2@%0(F)G!+iSaCr2h-p#{OE+G`@-i&cP3BinGipW{>|NYi`bKMz9m?(;0W5!&_Wxrcq` zllym{y^pmw@Zz6o{cGXA)J8}ysg`6+M&I%5_Y3}{dQs{Xoe8sK;Hv7k)&)x^t93H= zU+I(Dygqs7esiT5h8)A&UV>mzeN5&%$pCmQbgR)je0mO|*{hL!=1n2E3aVF`nXbUJ z=I$P0ys~DT)9|Mb&zOZ#XJTNUkaqQdN1r4^+amYp`(O6+ylPIVBl_QN%%h+)mY+>D z*6HGSvVuIM*JLWWoWAAZkevVXUH?vmn8{+v(vgZLQV+GEQ7akkS@)!BXCr=; zS}ot3g-&Pjocf*O=VVN70`2QzQi`uEqy6i!e^tx=uo_E(eK2l}Ydg$9c}LZ#Fb^iS zouX7I#_2pUbD;u_{l-#(j-aUyD3tT*wOD#lF{gYBCw5%1X{LW-q}+ z)?I}a?Q!b3LZrPL*O&5|!C3t~4}OStm9Z!_+d3NOCMZwiA8klpgS@F-yqvB6&~h)x z_x4j0{;`_8x6|=la@>z;pBwph*!Ll6V%&wKYijiD-@Zrd`h}T#mFq)zSW|s`LGp6! z{-^cEr|h@|^A^FWjkuh%ro%;@Z?sJY_~y{Mg!fhEp&Q(t6D1{~IEICPqep3S%=dq9 zOld~4k9=B*b-H8LO*mWJ)kLpUsJY6FwGSJ-VkSBq4u3%C5FYd>#xKCVfozcM+JEuT z_xx$k;}-C}URn&niIGsM1=Dqyob$q`PQAAflm4U6wIW7pwtPvVVNh)%a%E3s1sMKpywp!E z#&7S2@WZ(Fi=JK5HzDHDn!6NrR2-$c1ey=;8;KfDxOtMb&wsIMP+5hSFYW7Sn+gkK5hc!=% zQK_9X7&mj?Y$h#EG=4Xjgz;raoi`Y3-SfKGk-F@uuXG!fCi1o>Y<{b#aHZK}HEu@! zjWpg4n;YnPtUsB1zJ=`1=C${XzJ%}Y>)TOw^!K;Y{FI&7`aI`J&NVZ?p{JZ0+MwCJpmGVHH;8iS2*vISo?t>GcJ>osMtGyk47Kzaf21 z$Y(EI4fh_*Kcvlhbn{#Mxtc>>gw)Tvx? z7>*Cp_8_AqCuOR1C5J(BkWb;sZN!?KeC@$rhhb&*GOxt7L(CkRCvz5l6H7LB_j++{ zjGqsH#UWU^m?YWvJ(eYk@Yd__CE5Qrh+t(zu6xA1)O)WD_gOry3O3K=6IZ)(p;0cu zp1&cPjN+3;i#?<|jlMVPVKhEZBwJZ{`~tt*^}LC0RcU&&J~x|rPS-CxsVdPAUlB4W+sw~q{$+3l{H#@F<_$plf$I8xj$>O9*r5rZ>fvchGLH|3Z*qoae{E_EzA3uZ#Hmi~c`0_zH`2pm(3Lcq z!4JM8XBo_0%PZ%TE4yYkW9eM@J#5S?`Tc=dRUar;Z^>8RAuh|bQ(&ooB_E!`SL~wtIk1-@@^2NRBf~AEW$c?89L-7-#r3sSHI`0sz|F({N zL;v$xE#ge!mq+XMd@b%16>c^g))q|~kgXUNs05Zt8IE3j#y-O2o@2gEzlVh%JPVW-X{xk9_D5dT3xS7KMPIX{ELpTqxidX0ng zvjs2PZB9)VqAg_3ll`S^Jkp(GaW>yrlM8yac{V59HnTxB{&WN;{$aE-dV8LZZH)R1 zOAjzoYQ3)UNlm|9id(Zq$n)83Aa~ycwcPInaP}_$vgD2q&p95&cK>`MYf!%A8VcWHreln(-k6ks@XLp-^Ip$ zfLAqSiJXoa_|Zp`>Ie3JnM$L@ALYPIz1F?%wf1?=*?TQ5r^EGZSd}GNR>55k z-Je)%32o+z2Bpco9K%~cIho*-Nj90%kLJnGVc1YJPh;M27YR#?1wY{G^~U&t4f1BM z7Tt!EWC71k&i7+sw;v1T8`W#PGAqIU5vR_ENS>;`%p&*UUe-vK;r~0aHJKf@vdRFx z3}%O~$lI8VU3{0%Y*ZSyZ85eUL~e3FmYk2-`7wwV$(0^<C^UM1((W|65ntyf^}agbVz+o@5Ny5`9xF$#8T{54Z_z1_%9lPNVl zDjKJ>NH&PIlmGH|ax@dc7l=E-`!BuK!>9GU@pwM7zgG2eBTt)uaD7`x-(~%*3i)1K zDhaKu_NxYg>7v`6c(~Shr(?zE5Ez6vSrK|D=1=gm89uEcx)K7Pu~BNw%wf^9u;dAv z*4A^@aj$h6isw3ix;Z#+`1atJ3t(`^R>DuQl-FOmaW%IK}xli1<(NFTx&V<6xu`*grc!AJTINS|*Fje28YxaWfHqF?^1|r(tAI<*!lB zG{eBN>F^lIp5Nw8NBfDb>v6RYzFnrbW*D9o5wrC_gni2L z_SE0Lm$s+qbFKK2T7fmm-IA=A&@h<*uGR8tK6@~ftHHCrsNC1cc~@POREzjUGLb)T zl!x?_Clu#GvOT-sgw6Ni*le6gX0b)AyPgJlHeOs0mEkvz58cbYj~00KLl9nM z-i-OS$oZhC_mHvk&g5b7Z?rSpX@8%qva)?Uy&s{~OYj>)!*`9lm5dAc$|OE?68t}d z!cp!TTEeG+E6VHXRk)`PQF3&QgH-l-W|czjiSu+VZ**TadNt$k#kEse>`Mr|M!rGt z&-1BdRjI~08^rSUto5b8hOkd5ark~%4ukYoXI~&s>Z#<(Txt9$%+so2;k&Gs9c!z_ zh{MI44)86k->j;=+0P69`VAL1!th}j9>%xx#CU(&?cfXFiB_92ZwMY_&+5roKhAi~ z{oV?fR`93?qjutQ_6uddKqZ!cKx9~io2kNdomsCLi~YqbrCHO zqkT#JKTG$I*{&$&+@R$;68xwC)Ka`g`@?w2WOvR@Sos%meHT_w5-*ZpC41;TXSMM# z&f3CRu<3`N_mlrPHaV4E&yeI&cAdsj`M#LU8QC*g1WS|m^my3K6R(PjHD&RqB9zW? zddbl=znM2*=&G!pO_sezREnFUh_nf1U@uib*~Az-ZbfpW3bP z{>@J-TK-Dg)YHgX!#iMcCkby76Y|}!5FdIR2Tx#$M$RuV6Z}rQb=aT%o4s)PWuv^p zQ(l10X;@Rzk+*1*d>HNgwU8Za^NlOXk@qCGv)BK7&kJ`3lC?V2Y5!_Q7yx!1RipQbz zCB1Jla%qe^n`~oYFij6x^>w&&ud`&>p;)Jky#(h9P8|Pv#%6xQL#n zk$Wk`ui>W+X}t=oI<)o`1SCm z2zl}z_c#2^oR)kw4Qc;~xo@CjFF98Y0^@v#Ne$lRm>s(&59L$jdqi}~s{1zjZwbx! z{iNnY-Yn&f?|QzPD&6^JHbIXg{Hq7~JWt+=H@~x6KP{ev)+o{x!h{y=b0dvX9VJyz zGdpJ==@r`NnMP?=JRe6g*QAoj_w4dEZ1M!>FSC9n-d>2!4t9q!6v7|s@n}B(k@@5` zEP0IwO(9cO?v^3Ja~M(;7ONb+mj#Dl+Cd^`J-C*{h}&rTD0#E<>_%g3&_`BimdD}L z3hl-YPry0vXQsgD8h1qV;C2gCTl&11ZGRw7Pcn3(P4e+yPwuRro{Fp4JvtlPl1n#t z$7i!xRT3n3>SVg?@UI8URN;Noc+Zdga3jCU^Y3IN%=eI8cv%#?Zo&Li)42>A))t_j zd&=zA&by}MX1xZ6O)z&UBy$(ChE=Z9cQI#AF5qeQ{oY5$R=AmboY^5d*zY^UkWLWW zVvL`7@Cew3G0E1q9cFJq=Q^W4N&BPu?tI!M7sk;L=;~j62u~A}xr7*O2=nqmDMhy|7L0gJd{=3{R?JP%?(^5bY19=QurOpWTnn z?_%N1{LgFmCmEh7u*f4k<9eR-kl$yy2l|Hfv(_W~*9yU=u`z0pGke*7;aA zEAnixDep+#n1NWn(eJFFyBFfsuyh0Fp6Y&N4CbvS-*{H}L=;_3@6^U=i?iSG!ZM;y zOLKoi<9^H!Z()tKX6*CClH`nkpN`q{mi!@2c>c=}zMQN-(Xcz)zG}=59DNwNjc{^4 zJpPC0o#?rNmZ>^hTfez$nX4v%t-1p$+U|u$qo&GAgcS_xd3OuAEeI~)}eY5Bi zzvHW`XmcfBdsB=bCsG}ZJISf^8TMtC98R~jt}X++*L|PL?vKaVY>@kiWNqwYX5P+& z>cj0XSfs+_7T6spPG!&D<*YeP52+`cJx2}5P>a+Jw3&|&bIFnFO_fjalgvV_e`qxi4<-)bc&E z%WPcPrKv{Vn^QctTb!?MBYwXOojW=W`py1?^GVp92XCS>Lc3R zDF!4{^&2$oV}t|Y^t#rMvqkd3C1+}$ILzdk2hngMiKoD*p>dxTp_An=`BL7b&7aUt z=9&34*^k`^8tH5t89=&UU^&g~Fho?S$A{j9NpW#_lNt6_bNnab+I9FhR*!wiatd8q zlWJtay+Pi?7B}LN=J3bO5P1&wDVEGLc2!tpSA7FlHK+5Ta614G>S4i1y7kifMrV?f zrG-0~_b~ogUVgkj%k!pvnAAl-?fL1|v}*;|NBQ+v1^l_4w!fPVQcLz_nxuAfcE+4b zv!Nt896KiP|6H|)1u8)zPhKC#*adXI4>z9>bF=O$b#s%Yu9wJi433r3;#@Hx8D77^ zhucM&4)l-J zbDpd`Y1BXX^$xLNr+eA=jGOPa6|vzrbK^fW`wlXla5byRR?s%z2})}}#5~bgZ-X$o zHsrDnq6RN%!tTjHK8n7#L8Kdo9ze7G$^JdedOLS9Ez7XbaX9t@K0V7bk{|Xw9(z4~ zQzLjO-+#}ji;X@A1B>yG$1(N|qwnB}sT}e!fBQn~?IOU(7+3*Q&VgrB*li_yD;CZ! zsR!8m3`fR6`%pIO3AK0i(umYu@iOasN7JvjSUOG|9_b0eUu2mA^}4*El0ILj?>*#w zNpJNW&zhsgEV)iU^VvH0J7*caB8iiA>KS_f>ECNw=GpK%9#a#p>y4VX-AB-Tm!9rs z>AEzj%!k&I{1rMK>uBjX3^>a!x1{@1?%F5Q^AFq`g$>yof4=!P-#Aj~ zqNY}d@SfjsyBq#y^>4cZ%U#NsQxAF-i#8NlX1VfO4E@^Qds%acc7y5G2P!pa-`n-c zf{}{!3-mew)28D~>We<1bygOoqS$Y|y%vc*mpc)W6_1^S)+Loxobh@AHI>Q%c-24%;rsv{!YQjd)O)UQnN#1inx^L z4bRiE6=oG<-@WwifRz{0`2>90-(P#3d6twbv8IDwR){T2FfjXB_nECfqQjGBpDW;< z>Kdt=`2(IEBSt(&!zr*&WKHI)L;T(%?o<=Siuoyw!TaMyz8xp~!0Ys>fzj4*hQ0;;y~UoC;!_lmihlTDsP)f>totOEHVvB z_1W%k(p12JpIK}RUgZ5_=G{a2b`Ls!QDFVOT3_Mlu_UbRo56FC8p$3XY4@meb?`K` z8>_H>2eui)hMCV&E$SD3xCsUW&69hK)R@d4ZxD7e64~b?fJk?vFIWEIad!?8L0@Yj)C=^ekS2ZDmy2C$1ptoUQFm@+~qWT z018LKJ$p$9Vfvv3UbKO27y0}neb2@3)GzEsmpp^d-S-TA*KxLyUOM~t6RSMJ-g(BA zT5$s*mpaj7*ysQ(`;=y9wP9gb=5 z!|R5EZ(1*~!JLA7qaXBjrg5_xx-0Z|W7WO0?8>~wobOYAYdk~oEna&ipx|jk8_7H z5Nnd*;%rgzd02eNH+qoj9$rzACw9jD)@GHZv^WgryD)JZxkke3S@s>Rx6jFuTzZ`_ ze3_Q#Kd9I1lCf&A;a#|x`V&3L(}WM^9n@OV{)wH*y8kE^ z-013Kc;p`QRiwxcrl+8_-OmgY3m-B-8B%6Y-4UL-G(#M*ylUXGz z^7qj!YqdM^wzov5rTALYT=&WqiFA8e3TDG0~|EEP9As2RoO%%}=o6WIA@o;1g+m zy8n-X$xZwubtKE_yDnBITXpK$-fP?o%~+Gjw1m}CODlK(-_WHy+5Z2nTtLVwleNy*x?4DYfF@>q7-Vy4{%)o=MovOCV?g{4`qndoo~?hd5wm$W+w zM$1_)_sCC*^HpK+BVNB@q&s1rw_@AbttWXdhu~E0-XX^)Bx=HX=Q_HIKmLj-74??A zJ*(U;<~hbQ>@iZbTS>#@D{f}w;G@r!XJyIcfDH%Xt@`*sNKRs$GQ*5?x9U=a+P*xuykq{H!;Iq zBz`47PGd7&vV8q&{69q1)U>W@r1h*b8H3yKg6=fk4uPz8$f}QCEd3Ozp4E1LmfJ&< zb1<)-9`5Ebvv6^okw%iYrjf7KUoWWNOS@8Rks1e!aB6QsEd4|L?e5B|e4~gXx3OO44bSx-%8Fa_|a;td_rXTO8mZ-#Xi(af3ol5O}UeL zo;3eCm*v3nN@JXT75`2)a^5zjCT$y96y}TR zvkmUwihncNJGu6LCFLhP>J_7Ar^s9gRv}$OR;*hP%~HL-4Lxr#N9PIoVSXxMd)B-q z|3`CrKTD206U`gsO?-K+k^TpTTMDB0kvyiq2v!W*s~zjiV;7UNj{AeXaM=vER2^Aq zE`5`YUoN;4`BhxpYqVr3Zb_!QMD&U5*IJuPc*t^E%yX_ayQWV0ApQRa!6NLG4CBv| zV-p7K!RLW`AH~PYv&~i(pI*>9k?=b4cNB(Y-+lI5{{@8;@L-%sQ%Ah11^-@TN+#t7 zEc7!=o@93GY+g%^so9R)0<->^5B9bw zxU>HRZ$EUiB`OCCT<0@@uKE)7*v;4)Q4}f&L0`Gi4q#3}s^L(}>belMv z?8n*P@SS*{{QX0m9l?rkvtjB#cEFxiMz2AekJ;N+?jh5kqT_G8;@<-MrJC7qm~abSP9V`D8mDS$Q&@al z(8okxzlbMhcF$VtPH@PZq4kaopjj(;|BpAmE;^p>ex!l()g0eInrlRaLyb8B>Z$aa z72&lpX$?yar%59|cY@i!0iWHUT*(*xx0$2`i(LYTlSn+!wb?bcREwe{ove>{={!o? z`WQ5ToRiu5PJVKpeop2|ueg(0hMUQkSr{*e7;zYkY8&HK-k3L4$(M4A(MORb`>a~B zUsmN;BJuMiY7B$z=A#lUk@^oEjkX@olMOVPZI`iI8CTZg6?v+-nG{8|x)YB}vVLty z)xzObWLik`?8DnY?yQ7Lt*{a97P1ff8vas-etcob6kLxi#tE10=X#>$FHB&!_*b~Oj z`opaB%lDhkmw3)A7S+KM&V#h2$CHCVi&y~y9UX_2S>ZqU+Xz~1C4$}`jC zZ}`{G!@RPz$n=l#lLz`Bn7zkxsTiGmhEHJA2V?5d@^aE$WbErP{4ZL~VAbd7+nU9H zVEr*h%lC_-kXeM+@0n#bxn?F#W+la;Mty;%J899A{d%!Yz6Gsk&15<5t@S#R6vCz+ z{O(oUoKMeuOV0C*%kl1Gx{daI=s@;J{)D11eF_p;J-W~N>&3+Xi33g9_#k#V#Lrq* zI1-bJ8X{uN~rjjo8ijz~|cOH~I3L9wu3zl6>@6*_9Qo(%N0>j@E59hIN zeLmQO#XrI9(Kwd7@1C^0fV@q`@6KY-rSv=o?j_+~M_+ZF`P<#hk(iO0>o^+jW``rN zsvoPj5#@?Nw>F!XW~U=DzYJc-Qb!s0Q&yZP%3sD0vTJQNt+Nw7H42U~qt_!*eO^+D zPyDO*wPeaW(^QsECFN1jN)G=?WSk`~^CFw8rIJWrbH+*&@f+qpfWYaL^r;om)a z8^U`!iYk?i{4Jf=Krr>Ie)F$23!ewQ>Fm7&qwA15D;77>y%nsN;@STAzMQ^yiFNzw zWeU9p(5M2Wztp-etKN^5_p<*r`Z!+iTiEDtawlWQPh!Pd*CpT65aWI<=KRg_zq51p z1x&%fR7S}xogK~lNRjL#-?-*o=T||ul3C|_xX(TS{<~Y0=2-)~?MZ8$SEAJrZzxvvY8H4%%0?dr;4Ox6T z{``t37qIF&qi%NBHAd?jaJwxZN|xJwWV*~emS@asVV}I}|6j4|VII<$XC(vOX52`Y z&0ok?2lqOVa|ZT4>Z%Xiqg*JS=c!EInB-mbSuB6AIG+8kzd~;ZDe7pM*wNPLb@jR! zv%X--?ymX)Y6s!#1HQH88~(TS+70U^{9+8v=J|Yp(az9rBAklS@J1SR6F-lI=I1Q4 zSTFPRkY^gd1Ch$ZyBiXWYb+ws_gOHVf-q5Cs|*|ktCILTVU8)evz6%$BFa3 zMbozIGe=Z;9y+z(y= zo)&NN{Dv5LlWXT2yNZ#z(yJRweT{wfTwPW_$ws(dyS)AHi%)0LX9~8A72A?E{BBlH zHqK>wsjcTVtest^Py0zdrLlDAW84pon_2a4`sMlaE}Fi~UsE~y4!BLi#d>;Ame0Ff zlReSTh%l`SX2tCDFHhn-S*)95&tT3_`n5sC+gMoR|aDJ=rElGd5-Zk&&!+qChj-4>SsJG^4zB= zEBweiK7zqCk>xD2Y;q5sp|9OADoNU`ggBW$Ho~-t{ODR1>jd#9NcoEqkH?SX`K^sb zXTbg>X!eEV*`h@%0FPtacU}FbHhD_>j-$7*&aY%R3hyt2a670^5~KdV;$|IEJ;|>> z5ZCr$_dpum;rH7-psM)0N(9)&{~zI#PqEm&@GZ--50G{#O^1^7KZv~n`>bhBzW1H1 zl+|h{ivHEf*Ti*u;Ik5g7UAk1@#+{BTo09>96OR1&M``!i`+wt<@)?ki`{ze$TPly z;@6NbWKJH$mv3S7XY`jG)LB7vA1^7vH$FAiM||iacNWE=djY*Sz&g2`&Vyq)`j>!C zYFi92>-9CpUAWdupAYeq7tLJb3hcj#MEB9HF9{EzL)K1~F2p`T7#xdyX+i!L>Bql0~&LOQh0oA-@N*@4J{>m_6I*Wue|migb6dNou!c zec(&@pKN}6Fd*yIXOgw9$F7`h%&g()Zmc{p`9pl{ zWwc9S^Qt};=#XV#zY6m{3bbT!P5qx}i2lr>(x+3hP_d)@Uj@IN`mw!q^p zyh+XFXR&98-#5_f6&_Yx{}o()2^o?tHQ%uo(W{)XlF9ID$mhvPH~x098RbAs{#N_< zME)OrZm0L`bf0hZ)@;AUm06d*o4&u{PjYXzfqH-Teak(^L|)_zpNl+eFyRNxI2O)N8l|n?PB9y$CQwhkXII#hn7I&# z_ve$1#g>`=zK4JRA=+-kuQH_G0Np+8*9Qv8@$-PFoh+*r^|QSoR$Zf?&3$kjEY3|DW`>m~AH; zDgHJ9JDMWKjRbNBnG?HY!*M+XEVqSiV{^Oz5h&)SJYceKI5k1b=*9ceT&TAt4 zvN~}Bj!l5vEf{hHYEW?6mN9(%9RS0NIeK$`6k{ak++llv0fe4ISfSTL&v zPo-tn49ukanIzcE-j_r8VDnD)9$W;;5&9p6Hv?GqOum+NM-ym&lAa%h#1q)~iykj$ zwM66dFf7?SQzL8={PPa=D;Pb*b|>+t56s8knoZv@)(ASLM#TiYUdfVgvsIoqBuDug z9=!mEhP#K$+RR=29{CGg_Vm-^;~_nUG%q%T(Lg1n=Vf zr~yx?K!Ym&O4X`wjF4v&bDaA?lxsq>kIAx(zUP|h#=`4W?4ApS)A`(uG-&1OyopXO zxo7>Pmdakb4Ki~)sILpK@Cg>kuDls$f&Ivx3c^zh7&Hp!Ql)zaxweqyYlG5?eBN9nl`bOzI?HLq_iT8$>n61Y`|>mWQ#&6+E)A$d%b zCt-j-n$xJWR{uff5|&T3$fA7Z7CM~@|IMWQi*1{UKrb8TQ>bN~)Y~NZMymC$zbeD{f_SDk_G0Yl6-luxO5*)R*E*WoF572b|iU2%j|clBJ$qON)>z_OV$N& zJjD4_NUnnC$<%)XK29aqX6)(;y;*EMjW>7KZ+q4`1GX*c{5yUmSKF=hJzfl(2(J#T zxrhzMvhfstpX}VpZ?VAfx>{{>WwO2J&ZiFonfPIToRyky@{@@qD9!fuVVyNs+u0~} zlXvO!eR|);61R#ReOAl1XCWe|pZ!fgWc0U)j1MmZbjgmV zo+3grteoNMee9nxvcsdfvGdM*E3GC$wzh~{lUI$$vl`AnO0vJOWxo4?)Pl<{;Hh-J z2|m>^Jl|LkCBgHou>(%)&53zOUXPwD#FMpju3(hY#Gn(5_yN2>E3i;oc)sU&G4idz z(tWP{4NBjWVl8W~A>#;W568l++WQz9U%FTP#$O%TXe90O)GSZNe%I?m+SN8UCxcfi zOXWR6Svc-yzoDc*K>PFjehtElS*$;{lyl??@#F~h%y<4~I5?4R**W+Xri{k#;~n09nPJj|H@ePCXScjOBae#BYf^?PG~Cz z&E_YCUH3NjX4m?YJpMO)PR7%#FsGdV@528#-CHEmtG7hNf8bk+<%-}zqR_9tQ5;FCb#zOfxE>HWO`IFdw%@Z? zcVlK2UF4dbSdgcc^B_?KD(B%uJHF5ycV2{1SJJ1BYqA6<_uf2S`YaaTh6xX`Q$1&s zP4Fa^%u~G7h;Hl1+Ysz8E+kXRF82lp!Q^sy%w)k--WcYup;`@t`qykzf}FWKOmr#@ z^%MNt%5#R{L2CQ_AhtHvOL-i*(H&rN_+DAS)#6xjSOHs3HfMAcJx?iM=1w@|iEir2 zZH3HnJa{;}+$S!j>RIZ9r_R|H^4!4=$tPMBGb{4(i|J6#^;v(C+@c@r<50}~#noN3 zn@rcWqQ}Gdl|8YKL;3?4^yG8dzrCHcZ!19V8%({*r}?D4f@E2X+tJ9E8l$key99kx zM>7>vv#Put=AXqjKhp9?b}U4mF|I1Y2FZdr%S`va-+7LI9WQ>;^&hZe>S|m^?_~YY zYLsNq9*bkUNq>m@>IccY0BWgxluRVwle)cj@AB9d90 zfNu7K){-Cjbr(tS&G&RnPqS*H^84I!JS>aL9VW{>W;=(T8mz;I~ zV~J5>^o{;~L(U%@|4;dS@m#c{Y;1tK+|pB3q~{7fffst{d+h0i#? zOdtP2e+PE_4)0?6y+)L*=vz`--{#JS$$$9$k1Lb+X+JaACX!Ys#l3V+ZnuSEOal`1 zHIKG(>_-^S5G5WFmF^IYw%}A}t$X9zQrZ=Bv=Tlh&;DLa?+A&D$TSaLb2094{@jmD zTX3c_nJ#eMYcR#9K}m?HW1vml2bTKKo=QyY6lAWhNd}<;#!J zZwXxTUOSm3PBsr6AWpxdT^(qCLf;3m`BvWeo$EXE^}RUIS09a_d4XPTb0m2a{$=}r z=wCtH_(TNT2<3cNZsod{p)*&c7_YbNV@yu*WrO?qpGA?cAW@mMnvwQL+P=cqPqI!{Fx)_&Z}GQ>(JvLP%d-7VG|&E)2es~qk*8vNZPzA` z>v^KziCEnLS~tVvA`;xov*+MoKXT_iz%d1PvA4l88IKzB+w&okw^GNudK3=r(rbOX z55=rJi^*!j)Z*FX+%yrai^%#Ni{@_kBQjOyCskcvpX^OZy1~f*!{OQf`iT#gboO7d zID4s17XKUYzGQ-^&j!oInlV^%muOO-Es{mQ3oZYGcJ`^~O+qs6_VoYN^!^wN*ST(x zNOUAG9AK=(hi^rTf5^9&Rrfc)<~zrs{^}3^mm&R(V>SH0g-%z(?lMwG+7-B!j0=bJ z)A@SrB2p)RZB`pC=YcCV$nLs2Eb{QXmGjl9%ZwZX|?vrpEuk%L&e=xQoUa<_2BV}&#&<9$01x(4`ucF zCL4T$QNQzsN_aHH^{IJ!zj0=>+Hb6QKW49>-B;My0*d$R`(Y+x(s9a z>|ZP*vQ-r09;5ZI{QDL&Ye(8I=yNmGNaLJD_KB`I0p7joaxn&VcCq??)=kxjimkdP7 z7P(koTcEqznY;D5mN;{EBnQY;!pLF2kc^j8e}}O&Vv#bqY1i#L-`rBW# zVKmF}W#*-1Fg#Fyd8%=M{wtF>&#}J5$A6t2VOIH%g_;_9l2*fMJV#F_h^52%(=FN@ zg0F9r`Aw}V(W(SF?qt0+M(+XF?&Qpx>tA8F4JHR0BhTAfKrFe!vbWaWAHZH^@4QEmR7I?9XbzXnUsDzL?A{(e_9 zOvc`3M!Nw^v%)Y>(KfK~YEm49!4v(xgv4*NP&vJg7foJ-&@T|HAeIy+;VN-HI~+!f z77viBf+*eA-CuTPeaVt%Xq7kdi|L!3fIG#`6^^uFvE-0C$aQa;<>#~A99P}pzUK;~ z9U@A;gEN;w^9#Pc6Bo0OGkZDKu|jqcevY@*#et@@{aqw^g(Qz-+-vOpIE+ss|0ld< zpuR5AZYMdXv*jQh>Enu%U0st*AG6OxSal(5B?^9F0a-6F?!V-H3G08rkw#+3 z$2423P3mi1;a@5o4aToweDYBGX3t}N_dj=#CwrNbi!x8(%aUo9__7wJ6R@nJp0l=i ztN$N!wwd$YN&TjgH?eeA_S)fS-Xbn`pYRHs4K?Gw%+^iZgMIG)Zm-_TiKiFQwI42I z@5ef}JDRngqg9@bcO!GEHEhPRHR4=9`ZRGr`@PZMW~UYUy9nR^rrBd+M&5oVr{Fd= z8Q{!QqG9f3?}7iR{(7CP#}~|s`{7Ztu&khE4Zkmd_g`9^5M-la_{qf`=uCSdW?+O1`|>f{;=zlFxT3!}3ZuNSnkC%6#_hCpX64N?{4 zOsJI7&p%MBL-Hs6>?BE6C${5DcNwt@%l!)F3(e`*vHeZ-YiB+yf`QpN{}5TSJNO)) z+1{A_F=LCrl2M`x?S99f+I(Oc|C$8FADkUQ)9Xog28(Wm&sNOZ1fk0Ka|y3`)%S>V zS^YcXjWcel=#He*?fOez?SXWv6^^OpfJPRNwj5`pJ|3 zZX(Vk^ZaSpevSEYHxE5sUndyr5V#$KDZ3oWxAvcC)qxck(LU=wN6@sW(V9ZxC9}X- zoIer&l7lL1iBcQwPcbShgj9(e`4^boalCI{7JM}Zw*?x4nid;=F{uDOp zNSB4I)0ZsWNj-us>OpLz(O=hgIgU++^Mw#DW}Y4CZm~QreMzF^l=<78$5gT{~?s$G+)FI@}?+NfEVcFGYF?X<;kSYJKUAD@63kH{3{OchavJl zNnV79SWYJJvpDsnp1e57ou=l6YB5@2h?Ly_~-DMWHd|PHy$=mbsI3sm75i z^Htd(xiFKZuCO*wVa>CmLpfYtN45`0ah36ZF+0zNU<pq#Z)K4pt}74E z)Q~%sm9tLlMG`iH&MWL$N_6^F%;jqHA(HP2mya*Dyol{S>_5d2KhCZ(7;cs8Wdr*PCT!!{*n`Be^Djx55_~FxJa3A!#{|p zS;iYh~VaHso9D;{`o`jDOYmP3k_U zx_Yvu{er8xcfJyXsk*XdGd;y6$`b-_pWyY&W-dl`ahQ!H*wV97k z^r;Iwy^K#?v2Y$4leepcpQW@f2B!~r_Y$%AQqdrJ;x_TGSrGr&=ap>U*T1}VJ5_Ia z(>;-F$+o&%oasrvsW87wl&Fg9xBESWMQ0YwClz2(hK#KWVqPUEJVd5S7@k$mhmhe= zy03s`d876!@XM-jy4mbdmEUAF@4xP|n_}@@Y;cg7_yO20fcgZZed(H&m{Sv~sd159 zR;QRwP4kZT~Y;gJM6MgJlW-U8!Kx~YQeFmD~doe zPdjUi5x4V~@qFrbmfnp`B}C^bY>`>|PFJVSU2A_&cHJ>PucSrZIxoP+{Yf}qEW3~% z$!L*$RY$VVS+L1Wb&nB#ax{BwTAFb>(euOtbn=v-56mxs@~!k~K(gi96?XP&R_hA? z%I1U5Fs7aJ*{}7amZ@CVmnEJx2Re6X_7tJ3rJPZ>^8tyhhfA^1(9T}wpHNM28$1a zQtnc2;-zIo{>o&$m|rX;(QtOYOSJnAO4G&4MSMHY9PcK_YwUg)>)xrC`Fwc{h7R^U z>l!lrsh^VcN&S!^kk0*K?mv2v{WNXQf$K{~{8lf??DiY(9{}^Y&R>lo<1p($GH3U} z4f>kM2Torb)aI+|XJ2iKWdM)2Tc=sa0ZN9lbWg6?|{4 z0FBzlJVMW9@njv|%`74gtE-TyJFL62Pu}l*$r_1+`(Z|He4i`kl*6E` z^-i9%?5vyU+WkqMH;teB`~h!0(cF=B^2sjpExhyGs?uk}JaHHCm;D*OA!sKm9(ehcEG}1-!3fl?GZ(cD5$z zt~b&~8ZW}XWcYa6jCznZyJ*@Pzm|*I*~j}Zuc%GJ@wjvfIZL}P`9x1NpKoTJk(k^~ ztL#nsi;ml%GYw|n>Mc2FuV?3)#wbLRDZKJH*JpR&cg841uHr_Hr3-2QJ?3X`#8Ws@ z&2zF;(CrMTQKHsHqr8t7c}8$6>}&X)`7v3~nuuJ8_&TUTBtQ(OBhonm%d#moZ=l&F^wg zktbWJMpz1>y+n%aimFPt26X;j%&B4A)5PdUp|OQz?all1c-uR;Sw&2E0oGZibsPNd z#pNy}--P*j?%2cc9b`=1)Iaoh7gYB7e1c=6ur@m~^Q7@~dXC`B_rrK0T`$JxGH|Qq zid5Gg38VdKl`OmGi*5Tk{xZuxFW!_VTVq#jaO8X5l)IU+Mteb2?SVJv;nBPFd5?xK zvV2k3EQZG}OqjvCXNp)Y$n~VCoP4_%!Yf%2vIGAIEO`qb7U=6(_WcfijmRi8KD%IbEcCi#(GHR4Vph1r-9ja@rJ7<^L6_k<*JDRt9{-rux6vh)(31rsyFp4l;OttzuV?Ap9cF*n14j7=f9lX?zH`T8 z^Jh44Fb_)}#P4bUE!>k`>UI)jM`?C`T!v@AvFKb8riRwdNLiizMww%-h4MT4YRk8h zq2nnUr;1p4DCIfef98Q6jui8G2&A`S)MUtaccwPvE{4imE9Ahj^juebrKcd zruk5O{e}ivtV9`Ttr?3gunGqGk0y`H4aD1D5F z=Am@%j}rqhVhxs75F?Tsc&gah$$a%Kj%Lls%cB3I5ZcKz_9XjL zbT}TeOL=eJh|G4j2h`?^S<@U_rPoA))vTLbxXE#o?C@tn>la>?%#u&TWS+aT7qv{a zxKml?DznXDdT8iKAwE7Gn|`6qa+oL6@i6xhO)zws_*xw|K4+U`rpkVeZ*e-$ydHKW zYrxmR`8g3|Ck*lqE?IKc!umVyhVis|#!eou5Agp@S7(LaCicG{YPt70)0J84lM3#s z_|_kuj~F4lhMp&VTl)3E(D*@7<4+T5=CWq;S^Oh<6?WwbIGr7Bo!RzlxQ#JhR>izR zyCckfC()sWaj(^PP5jI5y+$zlR<9>I-%Ve6N1c_X4fT2j3{Qh!F{6xy_jXsb#+WZi z(3T|{m@^0B=HGNK0o}au*$;<5B*#MiE@1Q9Sv%`eldUg#@l&z)aq?9$e-vkp+*#Bi zMJj}T48sZVuk5dPdDuq<(eX)7oyO6iA^RuqX5MmDcI`iybva+ju7}iLTC3e2chHkX z+Ph(#z1IEk>`t*}B8khg)=DvGo@n_8mbT|{`)heMc`C#1X)^sGzI}*2AHn_slHbg; zW<&XI`c%?l2!2+?k*rhgK-THJtuj37YF7(q_OfMNk?ai!cHxWv=q>E4uI2sYJeIfT z3Gkh?d<05g;KOIQa6Uh&jnCQJ{Wm?6MeHUhEnuzG2-wHkzv;Ite|gdWBk9=Q$UpFv zR0l{6sTpKUHqKM9d9Gu(YnyLMBV0X%r+jUM?M8eTvy;yvJEy;=%@Td};x*ZibcWyO zu-a0btHs-2C-(qzP-=YVseY=RUxJ&p%yE0foh$Y60Zg+V;Y;(z0_f(w@D|dH#McA) z(kVWzBmZ(t{)b$7C)!2iX@d=?@zo3Y*MDN^03#nID&%R;G59z>cc z^3El*UUtzBHrnt0ZXix>#K5my(Z=VS`Qh^-%=x@&D=(N2lMDFacjUf}w8yxIsL7gJ z#m3Yhddk`V*tH5v<-6^t;>flF&%eUBStZ#HV*NzHjv{zl4Btn~i~Sp>@2M(1lIXm~z?@*F$!?$iejbgXF@$16hvWu=i2Dc*NzkD_sBlAQu>-F2{E8m~{yYeF% zCD-5>eMHt|_<4>mHzU(R=)8=p{f+w_Ek7@~XL-=?V#d3!;9f4db)O(vcT8FW(OLT4 zfS1W@*oWNrvP3yZG$cWDT)E2(vl^zW^qK54??5G$YkPEcQ8x6LjT+))`L!UeO{-JD>3{HM^kscDSkH8 z(+UXR<6F(MMw&sRd$ry{imce}Cvps?cWOQ!EGXZNf=x{BX4 z=bMEg_Y|!M>m}JB&(+^$yy^}-o+(CLEB182<1REQLh2ihy_p7Y^ZRY|&d!1_**;b7 z=jt^%B2#gGnong5BG`D>Z8GLKUVb0h_h|hiDK3HEU3z`eT=@Urb+Z!S0sfL5#_dF~ z?^&~$Pg9-G>ViHr%AM;`?v>u4)m;$0O}n;Ob%mCxAMsKFrj;=*^~kc5H+KMEldh>K zwh6~pTnM2Bba?l!$<9YL~H9$gTxll8g+$s59dnd_dV(Q2$eSOjarOOi=o z5UIABfjW|;j(D>Iqq9fsWSaG-e?Qj#7|*hoZl8PU(f-9t7r6_31gl>bs~d`FdH>dx zv`2~C+0DMg|6h|ftNOARr56l#V@7ZGK8<(e`E2z4id9Y#8&VOm8$^cE<9z;iR>7>( zLLc{;8?WPI$KuMgf*5iXE;WSt&8)nZ4((W=5oz9apMDPcwzJYX5J+Xe1vqyusrItf zM#yx*imhaQ(0xrwv9l|$xkuZ^EY%pM-#OYJJ7)8v)aToUFEi-!GA8G_Q#TT<<+u6H z`KR7ew>9fUcJiwoaJ^Oh*#WhkaGCGE`ConfCstgE0dr}x5o7zAJMu&+nFXJr`A|JR zho2S2p1eCqcFEMpt?ZuS1hF7baZBRm7bHl|sUt+AWLKMD?7XGe;F@8$bqEd>J9 z-jcOu)2I*|48i`=(3m8qr$*ImoVcBjj4|%P{Hq(ht2kO$|A%6A$%1dLyJ)n;9FevE zPqIT{GEaeMa)JFLGNkhG!=m|I1aWyw?Fwvlb@n?;gO@)IsY7zghhCYk0l~_bcH43N5PO z{{>=iAD;$dY7fX?POI#O?#4>BVDY!(XT#`KENSZ6$s|gSg6tMuD4q_0R(o+_jnO94 zcQqW}p+%zc8Q4C^b!&0?OcCfeh(AM*X-4l|;A>ggADi6($Lt2|BuZ@*H}bqL&q%U+ z=Kwx3NjxhDq0@NV78bb|i$9>}d+uDGC295%q#kP4zE=3{kTlO7<+Akpq7a%^{1e^QQMpY)$SL?v;iJ*jH2VpeJ1h{0K{ls!{B zA=ius+uccxfW<6PrJd`4=i{k*yW6M>@#jjC^d(bI7E0CNiEygPb_ZyiHAVS0b-Jss z5eIVr|1?V+q~%5)I9D9W^PEa}_6Xa|*=WD9(<-b!Q9l>z=XPx9 zLXHD@VItT0a2-gy5u!r$xkCF&tXrOjt9jToXf%h@QD*nzv}>-ft9f+RK_=VbetJBS z6&}Eh%*+R4?Orco}}zBqqPj`M$DoIJDH zPydDJmv7gD^_d(<-{RCn{_&C)1I&aAMap;BaWI@tqt_%6JJl5S!@Rr~d{2*w%L{1V zmL;aUb~*eyvQ6H`oI&53M(;wS_Oz=F&s5}WuIDMnC;^2J*dsZ*KBE5?c1`Y(zF2S^ z3?{pOt6C6e63>!jaS^-ZjZ$gIY{s?^U^|J_sV(&q9h03bm5|!-yw_Rr0lhxKSB{6* zD(GDXkG&*rMaoHz&UExpKdDBYC-ceen|B#`g?Ka%K|3%hs-RpoJ6KONS+Mh@9TX% ztom!U36~Dl_b^OvEe1BHV__EREvDzW$vF31mqIbSNcJOpDOMXt!o#qyDC@jdpxHmr z4mWS&3nTRZC$#4C(|62r&ynLPJynNH>PJ+d^|h?o7C&~=@_X?Mg3*H_TlXZ9 zzQj0t3chvJb2m4MJ^pfaH5x5|{eiAI6_#JQK9TW$_XF?fCF>XG(Y&9(4#LJ);ru$g zlQ3NlBHWgW4zDb>1~a%uVLNw zV$Op&mKDpXI^GU;H;c-}*!~Snm=3Rljek9EWe;2S{IoMxR*8Q>?qkKcV)VKRep##f zHm|%J!u3U|?xN7)?u3fLsXKjAiM)x3mN(gDMWxh;ZVIW+erAd%@4+|o(**Nea+n+p zx6Nj_%P>AGQ&Q!4EN!#aeKo%u#VXGkskk;rVZjLYJ(J#-itabD!Nt%^<=xtBlq`bT zX?DGcyUG1gDqQBS^B&r!0%{Xpyc3^liIrbq=zMr=GDg0;^o8V7*8K;sTe8e?ESRTG z-FZmved_2ddH61d+f)3dHXI&vcln7U&0#!DyR+Ca?}?L7uYr5zR14^?uL*ijj)!Cp zIttdwGqI6Wg`oDddGbg4CC7Jp@%|5Jf5#VZb^RKaNbZQcVNwY5-_x=PR&6hsdwcQ4 zRL@Rkio8QgebY;g@D%L_(j-~tijy?e#XdJ*Tw<(L!0jxKK8-(A^Z@-fbSIIT+sSlr1D>>}WpNs$lIat$%HD&lj!rGv%f%A07C zog~S+}IKNJOD z=Ea9Y?o4-QQ;blD-7E2g+~u@@L1`oY>if?YGe-8htmmVtdOHrEFCu@QHun$<&mwg) z7`=q4|G)OMoS2jvYMmgnkOw6T-Z%cfge*@Q_d}!h#l^FokJYAmRt)9~v9*?L|lTkUYEC=ZH6r@bE33(U%|Z;)e|! z%^t(PX0QLT-AE|h!aB)5-=5V<d{4A11=Ur~Wwk(__kSZ=@8C-%$osXnmy_=n zthrK8Pl%?&pIuC0Q$#-l-`*qRR7ht3 z^CkW-qVMdE$g{Q&ppcn&j((rRzdSekoxJyB_H5@Lg36^@CUaiuqs=wW24n9Qjk3q8 zG;XfPv6- zL>yR#G5@mFNOC^x(B1K_()uwL z7*5Yw;=(ohc)_)I;pOY*;LRe_U--}hYk$O>*q|R@TuF`%IJ8S#It6xl9y@`46M4Z> zvQ#AZiH_aruk~0`-z@YE)TrqIwF>(FOzYG2a_ZU3wO@d^PJkiY2 zj$~(%{sw(?gWXP1ajfWl9G(Bh;Id}Qk$M@1Wy?gr_i5c5_NTey=nc7V;qf;75765q zSn&y7RfWrBtT`KRzICJ>zTV9fl7;<6_MA`WJvh0e0Et7`@*S;{2lH%J?g9HbT0MhP zr;>ar>-EsXtyumVEKb3x>y4ZoNatYcXk%n0;W4y3-u2(QC&^x#CM*(m99UqlmC#7` z+UgkiE)Jy@K(Y$txzcbWBr9dI2Gr$cs~z7$V`Lvf zimbEifVs)O*Nj}f==C-HuVAHZ`Y1;Kue4c3uDtVoQk=}Xk!x9?FG()pSIHUH(RGjT zoY~MyhTQBCTw$E78XRHF2XNvrvF<6h>5Lg)V`n81YXl^}<(b<^pE^{@&$b^a7Snyc z+2BA|9%Rfrq1uuK=Qy$vmdPmhi{7T-O<6X)T`wzPP_h8~PqBA{@$wG&0N6Aad1~r4 z`xA!1GkFMC(&H*uC-=eW_)?ih$B1-e$o_&6w$NxXAFo<)uag?M*I-Pl7~cV}X_%Z{ zUk%uEK6EA;?@$OO^GILP=G)6gR(}acliT0`vtBVV{tfyZLYEF?$amWJwVsMk*@^xn zCO?5qw}>lc99idzhcM)MT%Am_(FH78C*pjG@yUsv=kLE@Qr@j5*Y~l!FRPtj!1@0C zATw@uNF;;WVE&!Vp56UFS|6W^RkuMoIrFkpaVmKm;LJ9X9W9E^#f~3YCRyh5KDs29 z{U$OT?)YkKx{FWz&C;tN^8zb>s@2*0xQYGl7Ylaldw)1*zW>Nv_XhrDo!Pax@*8WV zUU&AH?!l8IY4(}8v5ze;!JlJzdtq^?g0sa)F#}`15{>`Rs)Oq*x&96oyNK_;=c+sp z_?vHKwcT(yJmas_ODpfMZSa1ccOPY}F=nC3q-Dwov>L-%c||4gNO)!xE#v^H&q{^@Qm; z{I4ipl@iT5lXDjRPH=q-p03SnbVs>rVNjm!xNJU@D=|*%_hIIeQImHBian(pPL{$ zoW)at@o2i9VC39a=E>>B{@Uk0>{_udbrFWL_HKQq21FraEp$8{-`n`5dFD^B%lDBc z&|0Ql>~t=i;O?FJquMc5-HC`Tyt9KYVtCz3E=aw`bA(oeCp`Tc$G!DLI z=9y)V&u)liymBU1e5m*8{C=o$2D5Qfa{P*ak3l-s!&8~N2~R8Mx=%!=3a+V->4oW8 z3foVi*|)|x-2Y{@&Q8))Am}V+pUZAvLMgjTmaU|E5(c zn_Xt6Ne=(yz`NZzr#sux-_1xln|5o&>;26k_2JYJ9_{(}(?0j*4QFcqZ2^PEcY zj?KfhR2X|gpQC8@ynBO1{`y;-&h!3cRGrE`XN%<1_3%EOTZmGvM2Zvj{=KMp8ktAX zZ?oUMMcAKla|}%ik@XmsxQS0?Mf6awdmCkQ4Z=rv;YEqpUO0BW)JiOy^m zN&X<^%dTna%nPj61)iI*qm=gfR&fPw=IZquZ220tzZS&G&vETc8qC1MRDv95R_LtX zM1wcnWz2_HYKLUE`!g(_jIvAMdJO#k7A@E6Ybic8ab$^Dm3ksQeafEj)G--~6F-Vy zr$aW?io3GyY8tP{v5{ms7&lu(s6zq&_VVbXMB;Ps;Y(6oroY}Smz>*;j57;=l9#

    irn2u)y!)Je&W3O*S>8Z~mb81E=Z)tl>&zbcK6#w^V-8DvK(b%_%lp(GM#_4y z|7cScUwV@JQr3%yw9@h|@?S104u-<(|HsmO!0%js{{u&~w=@W4r$L*BhDs!n6&Zz; z5JKNHl(d8rD#}XBsEkTQWhAA93KdCdSQVN^divN-=RTrt!8gQQJzqn&1SJe?)~rUdq(!;RTcqDkn0zE z9;f|Q|IdQx3D)#uXkWoN*=slhgNs3+41Jc-<_R7;gkR)3G8v`Ixt3UGhQHYTZW`qb z_HsV0qolN#r7(Yb}Is@`eX`P*5^Ib=5u|A{@<@vO(;IE!oUxkKwhVY=dOIeGK z_x=a?nmvxWUm1K-Tk%yE?n#!vy?Y3)nqxxlxctJ~29xGA*2{Or1$^XFaXa4$Qc<;w z2(S@nc0)V6yf4AqiC9s=C&@L_*X-E=a3}eH#M)Qs{FGO@=3j=1)r?pHh85v)O2Kpf zFlY8G>=xBiQ6*U*18Ud8vSRD;ahe@p-ZEa@Y^FTI9Rp%U1iJ*fihH zufm!UqS1r=KBpZ9n5U_}--{0~^UFND$T|KmVbw(}pUqOK#`u7?xeKs|EZ_0FWOm*~ zzXz>gs|uE1hbd?JWE)mpP`I9}N~+gLnvCydpmDdzoG0I(kv)4RpLY-86`yC%Obu}> z`&wUt&@l2{hbggqH&QfZqavi*3g>*&8gJ(Kh^G>-Ns_8+301w$Zou0{B{XGF4BK6 z9Us8Aio9;7f2SI2s`z=j$ao4##<(-FjApq%um;bc!lw;nKbYl;VO4KZ<%HxooO(si zPk4E85?qFJAG$8P6=um_F@wQfH^UB<#x)NW*x73lz_5XD9&xXlmP}+n|*Ffq-vHl@8*-f6MevieT67+6h z#D*;Rl67Mn-CpFMv$f5c*l!BabTOU3XYKXcAI|zkS+F%G&NssZa*fB`=fwPXjak7U?EyK=1dlz#`ZLSHuChfVsy>_%KZ)O!CZy|%H~D*tCc$6D6i?I(Fy zeibjy;CIQ$(!!|clJ-UZox0CYVBR6DkgPhbAm58bsX1^o{H|k_ceGFCw~4skoz1(D z5>yhSU$vDaVUQm3z?r%zRTJ-WG>@a-2VlU3pqM-bm9hZUJ1g zOYT)`UNSFS@6(a=pW)|8ntn#_A++0J9n9VJo{+eo&n8=DUpglimEu*Y?bL)<9Yx}A zz4JMCXSYjsnZ3@wbJ->N0rHKo4)*rvk;zxLzt1bcq!ETpAkB?@ITcu{(PK5q+pteg zsI6j==R~$-KHfn3(%Rk$nFIZGrdNslXVd;Pm`)Y%I$(51jCg|WR)~-T%%AGA1O0sh z56&K@pY)lh&8sBa?(e(Ja|sPfiS@6r^o^|F2&YqFE!PY?A+g@bD`}OC@3*qxjigS+ z-aQbyhh0Wu)@|0_RFL1_Sjpvj2+Mq=^`CfsJ61I3dGU+CSt@sqe&9p3XprllJi$ti z?JLFl10awyFwf!5m)hLSv+rlM=Ei=NT_*Fo%KFza`^{uY*04R8ai|f;V$`>^x=`Q# z{3zeHFLz~EmWTWWqj_Z94?@q=_%eU}C=zvq-W(Do@BYE&>dfvr2Q-hzR?)r{e@GsI zT0CZrc(TSw@v~yyxkzmIifx+W%z0%0f;2g^oJueILFiZUc>?>qz<-k&eLimPDp)QR zC~}vxys?u}ON7SFWmFAZH?%-0}79jt0UcD{W_4WU|^v!ORPI~SQ`6Y1L%w`?2C-+Qq zzM%$vKh$%DG3JnKCH|g6&QbpV-8Z>z{;y2`s(j%+n%%_Om3h-QB0*7-BoA2$qvqN2 zjjY@kvo?u?^F*){$uo*awPAw~p*29ixzIkpVDTr}GZhb0E9E2BI>!Gmkg2~BU*S8K z^4lxmvIw7M;7T(L=*fP6>XUm6ubFqD)=jZ4-vIKQCD*up_-I}HI@xu?735oiBgqBU znsPUP_N`=3;6rA;QnadJ9oUQ=qrIMwo12W3JlUz^c83VClU9q^Z>F)2h3#`9 zNKaQXeQ5QZk*+b`RFP{1#16xl$Jr)1g1W-wby{Xu?$yS=k8L}WG*9;`i|47n)r$2V z5J~R!b3N3vuI6;t6wJ8^vvbPmK%Vp`+awE1s+P3onadz}D9e4y(u1`sWyNZQeZ73I zOJ%t{-`r*1>_@D`vK6ct*`d%K4oBFp$>ho_`m(=KpN7`;T7Lq=9mabb2C2G|yIrqA zeTE2~-Rb?NF(WZqc(~Gtz^TE_e z%w4(`K1qh7NRkW>&v?Hr9PZZpY-{RV?;U8|VQ~MSxPCUTtj)fs`Tr)8J@3=4WcrS5 zGodxgI?~hpo!ItmtRKPl!!T!<9)satjAYBPxIUgU@dg+fHSN`n;|UnNt;LH_Yxb z{yN$`L*Jhq=y(dCFn)B3A%!`+r}pmmB|Be=pVJF+O>YD}@s=xC`y`H1;Xd=loG$u_D=*+9u!A81ZDNb#w`SB-iepWN(Dua|-=yS=BDmCz(gC;`Q03bP$eQ zNQ%v{{au`U*}Q|{dL7ITWzAmnOy-G`@cb6mn!pzSEBu@Rp>CMh09UFP?41=lS?gQS z`%yiITOpGN@Ok##53=W2O+FJ>%CpWZ_;x1?lwjG~kj(SZff({T>>IFba#A$IyhTvY z)#w`5pD5DZ%quR1ehI$+3&ayi$7=mAl#imZF=;A2&Ktfk2;y4(-($t-`C$Pn$XF1+_K%!~8jj`Zuq4xfo6liBVOOk2W| zElKv3xz?L=zW6eiC6L6b1(1fvWW4;~W3 zd+>}yjD3xFQ;jis_zu9DF?g~ac4x6sCw6W?yFbmm)tIm0-S6I6Rj||xM(D2pMEptq zhGe>^f)kzK_y>-)(>gUvhOp1O{_ldR!$_GYiM{mbLB~h&e}vdjU8|hpOLd7SV73(U zhkG^L^N=w*)6P0EIGIYz!Qgb`&*BsLE}2Su zqs9Aoc|r1Eb%b48_PUK`Ut!hR7?IrDU2w63QE!FHeUQw4fMZEE%y@tEo`nUB&o=i# z-Y>>x`-msEvRQQ_^fE@C?LFk$JoQGCQTs>O z62DBIhMURJoE3ZV_gt~P!`qu-Sv}HZkIS|A`9#4U=jit~JijB&AXt7%*M9ITW$fHt zNe+tPtaq5}!BRXa(fvL)uZc_LSnoG-=NxAnNG*j;Df*vBs>OWpVmj6|YHN&b!aB_h zE7u16xD>PIu<~Et+eEJiT`gy~!a>HK=d<_ue)a~{F54o=vdHe%jQTzmNBg z6frum&ou1^@ZHvA%*o|#{N(}~<)p_-zM07J7DndW^L>5>lkzHPkAl$Ga8KpGCrSH( z|4*e+e`93#cUfG##9W`US*qIi^!HLcJ9d98o*SuxytncR5>v`p-s z1BEGg+K`+JM6dI(|1XgxxiFXTbepg zQn~sMTpU2MV%|^vhd+&68!98o{hgS<*fqta*wYr*X29qsv7jQm^dMhq+V`VfD*oQj zQ|@EAKOy@z{^!0~DuU;k`g6RvhH;Y@dN#{%=HXq~=S%*%j8}K1#~_xx3hK#<+27BF z{9y|pm;>YFZ(9Z3Q^nrg;j0D9H>_28(s~zv>B`2_#OkfkdY1OHSnFDRndmC&75=u# z=##Zb{<15LolIaW>A!}T{RXwsBJh_`&9j?45j~GDoKOBWFu#QUdD`@YYwjMdgzkjO zJn{5DGUeRGVHnq(y>jn#02{2tngOJITK{|lxDWElt=S!y+LLIz8Oy*qHDyzGDG{|k z-^g9foNH`r_8#5|!p+!r6B(-0F;(5ems9{9V(x=kAr%Qn(s&kr-Rkvd{LC)i@9^sk z*1ko=O4ZRjtS=|B#jAzYJg2#G&bOhpJ8>z%<5fvEc3VUH z>!5kQtJwh%T*M-s;CGI`tLe5ID~i#yGx-m8wRI4yPGj4%@%BnTeU0=69R|_-EM9Z4 z_|epyZJ_d(nR2!(bq-QLv5FXxin7_QKAQ!uHdhPiREN|;Gwj1t8j1q>MxLwXb=HI$ zUS}6@Un3^-dM#1uFFos$=_jvivHv70Tnm7(addI}tLyy_*V7 zv*DHJU0?IJH|e#QPmMMHJvf(Vw>!+-u)y|MV3W^l8)rE*dYg5$h>&~!pKE=$`93mE zOY-i}wjK-pPM$|Z^q0-G9MisqYR-w(C;uC;O~$zI$$v_LV>4KI6I&$fW@o)>VQ4>+ zq)JXj>^;gA^(*)@oMg{J`5uT>gUK?lYd|2Y_M0#sU`_qa*hkSb6=qK=#J^-jZDEBd zM}|~PNgcB6O1%gM=aXPR2&Z<$a6XZ<`Rk3JZ?Z38a5B=I3b|u>{hd~$JXOoi*5_%_ z(KSYPHDvcrFIu+ekPAd z?p|-vC)wHR(BnLFJZ<*mgH*eN?C1AEJTFrG|0}DnQZnV&wkc8`|0s8F6R7N;>8r! z$W!>H;^jQruH_-w=d_1x4@2u4);^cM#URk!s<={Q87yW$s9)}K+^A zfOa_%kcu|RwfZr8ejth#heE3J^(60wQ2f%U)k&VaJ-yg%56?Rl0$cgOP;-oebxmtv zDOeY0vzM$@$&iz8)92#FTV#)v7g`;%<1kq|dXi)ZJWtpD0lr?{Ums#pa&uM`*GJN# z4~uRk$y+?KCQE)MO8hHAUCy2@u`;>4lP~*THkv2CwI$1Ze95_;M7-_F**FNAx%RXE%o~;)?KOXcDz5BPUq2K8R@^k^ONCHM;u8mv!`J4IU8)?gUdyr z3P$`M4|6goXYYR@MFo64iv~Z5MZ?5~yUmkbmqo;-7rcLx$T`5LMaA3PY5CbT$XVDq zL~K2gUz}&fJDTN_g);TRHt@KIe45Hq<*Z-XKi^bLI0wq7!!cP`Z}ItFG)xYePw*scx*YgZO(2*vD~YsY^&lYfOs zFiM-tap!DTCr@Difso3RoPI{yL9U!ID=CWnPSV@7IFBuoq4aO_rpjFMo85sGEwng< z-pK-WF&2!0aI#N4?vqqqJDN{@M2r3OS|!r_$y&3G+k`Z0jQN(UiP55Fo&{AmN>QBX zhmo&Aax)1hi#)kze-Ylf=B=y!ZtKZ)SaP?RnCG)YNmWPRM`=|`Y&iv94;uR+e7p|R zu7vJzuaoEbDzj80!}teKAOBIvDmc* zulxa4sjpHGCo;y(SUn4i>*3jhuzVBy?_|ANqRfX{q}FTp&=)aV?2;V@M{044Sdm)Q zso|5SAafwo-M4_`rQ1lROEB~wcpc^UbaOw#UiC0|UuW-jOGx zKZ~6=n&~?hZ$qwYyjxS8*@u7h!KYj4emwo+SvO!*5!c8|ajt~l#}p!VH?|rr-X{}G zn0ljrhm-hDp0xmnuEWbldYo(ib7--a{1>xxMaWfT%loxUM%L5}?IdEJNQ!^i@+2`b zPv=XK?M+x_@8BXosWtHfyKcs*$#CdGzufJ~v#bTKn!1TI$(NaIn)8kIBH!B^n>s*s zAlA+1@0Fllln&4F?6$PumuLRMA`4i18(-OgEmbk=P?A1}(TnK5natDKA>ZqF^t1-8A6Ld{t>>u+RtG=%lYstjh$?*xigzQ70J4g%>KK`I?J5N4pD{|or$+O z_jmv-Cx}|NVCHn#Cv#Hr!B4@sJ@tyJF!?-un(LZ}3+Mt@E_5CHb?%Ws1nvpU1Wl zo6e@iGd>xL%aD?6=d4*{HCND`&(5&K<>CvfRxhrUSjS-HA<6Hdm z9cW*RyUnm+9E6hHF1a>FiG+QPl)FR!k?;aBxhoC#@P#gP_<@fOphqllniV6@3R{bX z^+cTFkl#xBr}Z32>QDH2PBi3cS?;k7GS3wdYzwJ(jgibasS$lQraq%}clstv`nj-7 z?v$Z8as^Ll0k84&noYXpR+?n(xI(0T#mvdz-c-wlc<`Gz@IK5hg7&%mB|Nx5Y#Rx+ zN?PPJdlB#E4%1=`TmX|iC+SMZZ*gcTT~Y<}8MwX2N+GU=DA7S_*So7Vs=rhLH3z7gW|d3#6x&9()?HA@+fRh z7PrIcG=lCk#f|6v{}XhJku-ZyR`Rf2{>r||T(eyc$CiBaOi?a5(Ar?aDtK09gUeyx zjg%*{^iVDS;S&c!Hu;{Cw|*%fz7>~7<63e4m%MTVpubFMTZ!E?6&~Q5SW{c$EU90c6d@0u)kLte-!{$PDiZ;VVu6=M~xc9Pq zI91~hqIq_7?#FLmr{lZ=8;bI?zQ)N_X-J6aM(!cz`IJ_viE%PapCMB# z{a&PNSF$}NmgHpWPIGao#WIj6gf-et&@tJpeb z+W@zmY-))G`@*yh2JP_KRXDsv^gj?kwz1C)c6gF?KZIvx{5s3HPm0Zp;hm~EPvF!& z#;W1}&VDLm)=Mx?JapM!0wf0no~i3a~dJav{X;WMqU z_Su5B)`MkL9LlNJJFw_c@v6G^$?23651+vDHtes>Qg>o}zK?g+dV*CXwQoo3m3vJ` z6|M!Bn(If=?1=(~RbahNiA=JLal*jk5X zPvL2G`ek>`YM%Bq=IrHPGRr+}v zWU>qNWG&7WdHTZlL_JpX<7Q%WPKs^Dh2gH1@^q&RX-=c#nK*F@%igGGW0w7q7E46O zy~*`7FUa%b|Fl2Zj5lf9%DCCfcNp1|5vLccw7QW+(}tWL&vKj9G}w6~(dD&^bo?*5c7bR{a@H`-{p48zp;-7a5@s zoRjxG&ob(fubmkCKk;A+>m3W{UQq0WVX2yxJ6SWttQ(E-C_l@N#DB;W*-sb|4yCW;OhA~KWia<3*4vkyVv#HLXQP3nc60!p>jaMqX)ruZyYac z^rJ+|>`HG(hg6F>LElShnfs)b;GbO`FND^W zWe>6^i{wN$YXGTltl1Ok_ANWU?{|N`uw2}p2GhQfdbHrP?Zk~#g*(p}nYliGeZ}T2 z;Pg2SPUfp4_8TVcBp{w~1 zG1djVD)(Rh6vy_1@%aT?zC*HYtaEh1zNxKUkCz_odiQ8^Ci`h}j&I^~xpUh4|9`LR z0FPviJ_%AkL+3s7#zHe;^FP{5<5P|Gnhw$A+R3h#`jDSkh<7>baU1kbx1xT5E5*H< z=E@@ss==4{OVxbOT~-pe4aD(7x^rAYHwn@@jkuYyf5KfJM$%zbG~2BGjCgc|AAM| za}>d}hk4=>tKO>+_=yd3jd`GVPV#E4(Q;~a71?iNzscHU2Td{aUclnH1AU*LePLCX zALW|pWL7<%=WX_WQE@FNuZo&?l+lx)CHZh)XSI@i{dO^_3uZ4e;!lvyZiQ(^{Sj`- z1~MNP+iKNHpGDre8YXA+h*a0R7MnA239;w^C>+BFlkcjhc3Gh>pVPgr;g&33YI z?3XLx?_e<6?_#{qo}DmK|R;;(k1T02G#ys0X=bii-oV_9)C7gP;A3 z@Gl*2B-ajLaM&S>Ajq>~3+5-_rW_Ash~5<=%LbE6CJ}o-eMy zpnW6Ezs8)0vg~)HoWLS&*(v#odWyi!`C#g*T?^rTX#AH~rNzq|pq8hIxhHY2$e#Q@ zRbcv=c+g9mUbOhxxSf2q3HP7Hhia_(n%|ex>L)$_<@uFeRgETpDf(XLy6tRs$T{#s z^!*+eFV|y&_%mK)E6oNY^_YM&$t;pe^Z&BdaXu}{f|azbNAA_4LiTv>X63)d*y9Q_ zCByGkxcP)}=FlzG3P-u3-0AmX9(_MN9yb2nq!>!#`Tiy2#N`x+V+!Xx@D+4yOuTNi%Np zcQTA--{Oa~%r579#keKL`-1gmvf~WQY)qrqaARNAKY-1XMfn1}`kY?Rkl`t#uBXcc z_L)ld^B|r*tIufD)eIZ`tmL=JFYqai_u;jB;og~Sp7U@Az~eLXUSsT3P;Cvf>`||x z&q8rvs1<0PPuI~ZrvcaF-(mW0HTuWoOAhTNWH=Ek_u-8}^>e&U4$?=AcooY(j!peZ z`m>R*$Ggws&tABk(LS1I2leV3TKK-xsc{hkAVkTZ|{;Gd^hnujV-ax{)5E z^(6mNDP|W-B|qB?XgvtmWOe=B7^8VWCp>xy0##V-JWRbD!)DXu1`ON)^$v8bO3D#l z-C`BXp4xNxf1dB043V+oMV_0N;0ejXnu<|pk^L5*d}HP>`Q!i`NOhC!WvC+ZJdNiq zNPdfva(X=()~*%L78~y*RyhxX*ZQ67x-%j53=cUDZoi6&KS5@@vF^juKg6%6{r@qm zJVK|7`N~iH_Enr3FZy1}F7w!9B1`3j+HoTNXV&2#_}z9h&0vk@a36zpIS;#nC5ng* z&9wN5Mh`&$XUw^mU5?>7CqQf?%jTN-RWj}*OTJ}|h2u0fO+|-f9-d@no5DkWGG_4I zAL=i`f2bIilXuA!+1Kl2!EVgU_9kuee&uB3INA`7MQSy~@S`fBED2-kOMnG@B?aFjiA z7r>-H?!3?P=eX8RRlQHFJ2U;=MvL?L@2|AX-rwO6nc|(~zTJl<&ce+T%~pckhx^I? z^*qaJga5U0;|H968P2&+m22De>^(~VmsqW=SG{R8hSXcd=OK7pk}vOoeGzt_1GUBc zvWGE~NpA^Mp1|ib;Za5uJr?I`vvmiYc$bI8$DS08zk+#ZQk-kH%b+md7{Br6f7rJT z9gfuVE{u5`AF8r(8yrbxk>sbWOXo%USHX^U7_=LDIc0ylSI0mh6%tatG}(%K$TX^Y`9bB-8v|xRSfsFS;gqi+;!WIUE1az^gg_ zPuA`aSU6`q=HbH%3>+^;{3cG;hj2sdY%01pH)2;2WQv|wVqs22q~2(<1~;eID04mN z{ec*>NHo|7$4bLugw^sHeLsZwU^4s;;W^fjJNQd!jJck*|KXAUvF974_>Z--OS3gQ zHlqD;-f3t2zSga#ICG&fa>{WiF1`Sh(U?0A`oRrE0beB%_bKj)Dze=y>NeM6AwC!#cwlfzK2)EoZtCCJr=7>{znT}f*)f*cI{rw zu3y15dmHoZb`oYiMCxRBctfxF=Ob{M3ddxcN+zRytd`knQw6@qLGnSk&k#G3U7-Sh z`pQg;M86&++GIUUzP}gPc8-;A2WgwI>SMemXO~B^@-SmmWaX*&UKjgrcNLk_YKujb zM!Y*`+b8?%QDbCv+T@)@ESsHmmHG2#V|2%-Ye|-qQa8Z45!`Z$sG-sBG~Nwl+r$FP z^vNloRHy%*-Rola6{J6nf3JeoAinhm`P-VSj9v>M(28su`Q~c4zsL)Vh;Hw}p@qKx z;LI-C4YtC4XSCLksjbCg^UoJI{(xs?Ytykb952cw|5Qco+Ctz+uYP6sL8M$q{#JOs zL1OSg;qCZ=rqm zI_3%F-7qKz+d8b2opQMk^%SjFc%3sy^Dz2kGi-xYU%DPmhCM9OiG_PZs)^T6nR$t5 z`v<-+!>xx&buWCAwdjn3t&$;UFa~WT#Y^<~gcXLf(jK25>aVTdy-VE7Ik1!Im@~8= z(D_@o$%&*7^o)n6Uek~G(+*8x7yC51qjMe50Uz(6(_I)f zna&#_o3(nLXj;j-mFI=Ypjn)BL!r?fLesINp0+uK*NPr3#fi#d$zA$o7yLQKUuCXW ztfO0SFYDt`1=P;B0yHpcKaq5dXqIg1RgAb@>>7_Z?Tt``b*f_B9BfNP&Ql@yf7w0% zVzHC`y%4khgML4}+6nP1N%4Ty`$GSJ!HUm|qPH6RYj!FJ@xQ(9LBEFDZZYG_II|8; zed+Nv*|Ur0D)S#N%3MO@QF!wfl!ogyiR5KiqXZPk`TH0AKGG<;#{0`$`QBK$@XalG zl#1}H1?I~czY1b$L%4q`-sLWQb+Zm6MK^PNg6qXG_*eG2)ZEEy@*nAvA12wuFNe|t zW?aX!bH_a=NKb)SPA=z4Xg*Aunc*@vIfUi2k7}#==40GFB%f=Xw=t@Oi2f`~=kCRD zqkKlT?=Z2fac?*0Yiyhv6T?Kcb!^(iS~3Nn?j_|%B2O`lnu+Dzc|awWeHUXZLw$kK zpK<;4K173_n57o2S>0FyDXon0{tQSzHD8|Ii2(PM_230 zcq8pa$7HW->Y5}u{tlz@Dwf+z6r2eCb$IbIkNUvtYs`>)agA^}8JK$W-|TJmD-Qp$-99sd;+1~cy=dw zQ+u)j59**_YJR15Va~ia_t_2p--kC2g=6wNE`(X0>9#b=fv!5nvBLq{Y`~1h{IY}y z)}O7{v&$*iQ;szcEUeQrw0Q>Zd2YOd59Wz^GW?Cu>PuG|@4w$ab>*;IHID9cA1#d~qNfCEHP$F`0a&A$>CBezcdHoy;rI5r$lM`&X*)GM^Tg}#m|E%NJ z|IqO+R%;8xzeJnlbD8DUKJ5Le7L8dm6@L!0O6K&|Fi1Qg#^$VJEBHQ0udZQq_#fwAEevJU6_7%x6OPbaVY6uB~SO*TjVHFk%l`_kl;M zS&lU7JX{(~uZ!tl(){~kdB=h;r2hEdFuX|H6>M@0izY*MvL~bpY$>CrKEOD0SA*0X zF)Ecr?i0!DVfxepkL&Zhnq)i8@4f|&ZiGwfdK}Boj^ZDkM2@*6{vS@?%$t*KvLcIr zXN5isc11*&tiJz=Ial$EMP@vaXSXrpYM9){GcJSV87y}&d8UZYLwy69PWqe6SPJ_!E_{CtSd`@nS$-rZzHcpSEy$+4K#%8Cso`ABvJpH;x9hrYcq zJry7m8F$iWi+&AY`L(urdX@~t!!h?J*1VPVs)#A8%sdf#*&~}=Q`PbH743UjjbFj3 zcBI|J50ZPRGvv47?K`fSS6P9NBGD3lv6DXIU_BGQ8^}J{`2BF`3f8Cqh5yTgp1nrN zMfQzxULx~Q|NgUj=-2A??UkwQ zKg{nMnD-h|d?_wIC;m^xkAAqDOlKHJb0IQGsEw3WXOK5?901dk6%Qc zR2Vv$eRH;PKlAqHHy5&h9UKlHDnT<(_EL?kHji6{#g#GhAG7tunb|nF7in{1X}&dM zDlh#2Qvdon(-q`x#yyKyUCNg)!0ETe@gJ>jIemPtNOvl|M&Wd7(mv(=^6a>q6<;IK zKl%-aeh1RFwZ6TGr)6*`d0Z#LwvAC=qV2Kd%t_cg{LVV?y|FL#ZZaP{&vMDIQj@)M zoqHueZj0dun=xlDzvb;cw7QFaeQB7}7oYLS)fj$1dpu9)7yZte&=(ea%KyNpmyIa$^2Zao{sd>+RFWt#22R`adW?#|o)PIa|9o z;WL;uYLVh?Gf%_4E>KFv+?$Q~g7}n^Hk}Gr6CE-82KK)b=JBZPY&=gK%wFaJyx}l@ zQ4@+6iugNNC>0+zdv&=PDwuU6rq0EWWXF1l&unD3Ei8Q{1jevHPJPdS_$gW>A9Jz= z*Yw#9`aeqkLEcYp>O2kGm&7m9|<^QpCyBVs<20vP)IM^KZXz>_1pMzF*9cGoh z5g(hu?rDf;z0awhhBz?^ULVoDj8F4)B2|kz@ROks&8f!ntTi1EpTq3)jdzO}GQ{}T zW5Go*Xopd+W7JO~#l3v+2-gA0RNNTqy;-g~f6Gpk??{{bShqp3nU&=NvX;fjl2|sC zd^r!cP~4sc$5+hq4dkDP%wiZ6HQ(R(KMy-LL2@>~?FqN!h7XdbL-`m?*hQ!0xwxH2 zKjq5hZ;U*~NWW_H74PdP&bTQBbeIqrWD> z_kL$*^F?^|EFBMrMtyVr!aMV9V+S2mT_+4Zo|Glo>1hc4EtVWw;Kg)&d5{E`vrV3V z4lq+H^d$@a3_9(?#5`}Es8vZAHHGwBKDz*h{at6J&eZYrI2~r2eVTl|$MDzF_Tln)oOGk-+E1?9FFzLwQwkmQuTdc!HSz`+8YCsTYWmb ze!#``5c(2R4#JJpp1#Le6(Kks`q!{k6?W@tth4l*2i@$M{f8cd{2al{9%qj=#{JBk zt&Ebhz60=Kn^^n}Ef3*=Q@s9yEiV-*o`zsWj9fy~)mVOlS0BORN9=BbPp80U8Wfw; z;74{miI+5nQFr|(vUOE>*7fg6zEcX$-x=!!_?0tjOKo2z$9giIh23S0@CEzr4aq!v zu0gsDm~m1;>vHtDfqpIUJr!2wYL}{hH{xwQ<2;F%$3y63udA@t$NtXKm*Kp$w~MuXmc`dKZ04~$om;v=4o$ZZI7mRHRH_Tk4qtc6Unc^oe_F%gGFm2R)@?S za_(i8)HQq63Yx0d!(ntN&0hEE3bUVwTX(SAnJo0D-mh36ufd|8dag4{u0|{C^Mq*E zSo~`$GUr*$Q*OT=n z2)|*>%I2QQJ~iohuzoe!?jwv#zUovxZfM3EXqrrE(?y87^j%N#9b#2#uGeGpl15r$ z*4N0Eb41xS(1}ei(C1;kkZe8^jh9R$i^cJ-W;xG$|7o>`o~i7T^FGyJP@Y65LMYEr z4lvW1qVICNUdn?G;kEVXnSIFF!P8Jo?Q6sinD8YD{;$S;Ew+C_>mwmq5?ga#cP)GO z6}dM+{42cO?cK)YOzra3V#j^fsA)z>mY4d*il!aNTvYpiwYvfe#~R^hGah6OJepr6 zx8847wgK>;Mfav!-HOrITBp0=*;sbENQ6(Oyacsmv7E9L!JR-*UoqNHQP8hK4f3N#&P9hqqLYslKUZg~vSe;U0JD>lUO(0Y+ zuHjU@lP$9&>1$gFx3bYT{YshR4H%xt`#vLQNqrxM{SNaaQ$kyEHo%|Nu&;svd5$~} z18+6U&CofPR~6@bH<~4T(x#H@FTI)@p{dcz^RaLESnl#~#?$Ox`yWYDDefb-S&0W< zL;f)lI;Wk!w`wjh&jp1j+Q-_F4AsfuRh0&%{oY~5Tg9guW^86{%3ZjI`p@^hAT=k} z()Cwur?Jfy;zV+{H22w8yzL!$q=sT0+};aYlJPQU{pLcwI$c(iW z@`q2!aJ=Y|6CfLS=^JoJPVKoEJsziX7G)29Ty4g3G|A5CTsd`uWh3#b92*vg*IX<( zm+x*8&3fZSPJE`O)PMXjxx2UfNraq4uH{yyv7~>3Z)Hu$Df5k5w!wvEG#Sd4$%fX9 zm;S^9_vM?(U0)UVjwIoi+HN4#k>XnF6(y@_GknXQ`0|+BT!bFS)Ar!)P!{~&J3VOM zmJSU?z3jEhey*+h9mwmi*X|N%%p_k;?GkO0H>L#~u4lt;V&e_?*@~6^BJ&-voJ{*v zcX$?qF2|1S6}jH4IzFjo5d@?Oghu-gyZOY=`>DR?OQ_S!O zTj%O<4^Ms(UR@!Sy7hbb#4H%($?_C)?a}^-!gsjskRQil#mqKL>(s#c5fWpyC_=lO z+lj1W0G3W=i$;H{$9wVZgZ6|haNk% zO-8cOJfyxjdNVmMAn#AOHU&?vV7+9V%qi03&$$H?i{N$k`kaqX^`X816JBB2Z6se0 z<3oA-5p4gnsP`dTCx1^n@8lk8vPiY#H#yyzv-a7Uo~)?3UjM@CTEnQ%(=xSN{@{V1 zSOxPOBPah`k#R3QkJRgH5@ZMDm!w_EN~yzg729QJ<{7x1y}~bv0{>&huCSYCoaWvs z1+knT%w3apW_S|HM`Fdk-br2ASFC0I=<^;gPu}uWeo7U}XW74x(f7xe4Lssh?+&M3 zXFSW(h2&hC!&Y^mypUCYbA6H1b?0GhGBMRAQB7Q&O^-Lds?6p~S-CrAR4{*X24zP} zZGYvde6DrhhSoGanuw(R`R4?4J!#|fvfI^6YD!;Ygv#3G zZ1^_Pon-#;7JSUImY9srPf(^BRf5!JW{r0MDiTuK{fy z$GX*cm5SGIn*BYtT5Qe+S{&{hbpw9&DD3N7+qa7_Kk(MWar=zrzcqSc=A*d=WEfUn6>&a|L?~>4UMvk#3i9}n_2e9 zq_arzdEqMT9M?4aSs6aWlV$ug=Q@%Pu z;;&msG?5(V(`i45UWxrBpgav;4XuaSO_R)sw_(+OWT`~o?{MT%vG{Lu<_TVFD17VM zIvGc=fqg2Hyko8{;$HUod|kMP`ImQGBkGNUSMD3W%$mQ^`!Lb6JsbT1!*SkejUm-Y zksN!SwQj6^aeZs>fZ4Pd&i^)Q|1jB~W1lf}FHg&h%yv1;HiY&dsIP(Wy=?U!d0*fc zZ?I5Bw%Ov7XJ~Mp`27{%N@jvPM#p4XY$A^5 zdu>k$)+;dQ3|_Z_CV9qH1Y1tvSJ(LK0P-w`W@&PtNV5&*O(v^UD;-0JQgr`8zhM}0 zD12M;)eAA=1MwkQAxmImFS6AYA%Dm2G3;_2&ZOew2@uHj>IyOEU+pX5)K=?TTOQXM zj>)|A7p$%@&p=jL!X{%_vnBRqk9oewHh@_#@oxgobkOf2Qe>uw=+nsG_mDRE%%?%N z5jpbRY`56Dn{{d$>sc~A}G`k#ZgopS{s$+Dg(=u`IO_)9Hvm1<7 zLtM{V_!*hD(`>f6Hle466kUiwZG+xBMJa1!2Qf(%Sez@Rr^?97DA(*$do)PWAOHEKDf7j zdD8qUFFJ`88$q&zQH~TByOTZN9CnziqfxUPvZENa5zBLqx};fZL*xTjDS1-AmLIm^ ziNE4-vIM>dhn$COi&v?6{y&!d9aB?}Ea#(>fx8B6f8dkL=$VR6HF0M7CsxFGc=TC{I4+ z!K`qZ)=!h-OS7~WCzlwp9^YFbZscj?a?-p3x$|-^AKfO3l;Z{S`Bq}m&p7Y^^#0TTe73n5zrQ0vYLusLS$1=tB~HBK z8n!NfUPJeeR@uw+Obx{&c;PQJ?#)m3H-0Gy^z|wg2PYaenPKkZ8OLgwv%Yy=btyaF z4T-Boh3rm$$yLQCq^m)$H${tWS|p4AKx1#?ZG%Z%mS3!Z{CLRatZoO=W#{d=*7ZE& zmD6VuQMEOWwD*CG={$|r&(&IehH`S{p?Pk+5Be}P5(Cb zT|PfdyIpkd1ou=;*&?Pag6&T8e*m}CGEIfy{UFqeL{F0TNZ6ca?pn0!E577T&$X^M zX0Y5lka&+KH;Yf(pfQ$?D@oYSI(3-V)3M+vmU-2Dw}^m6&DKerex6PD#*2N(__%ql z@Yhh-+(hFYP>F8e^XRU8p`G_9@#ld!m1;-X!MxRY$`%I!)7nYb=dmNZ*&CVnH1=-Iv$B&lyW~&Ch4q*}8@3P9Kl_aaiZ_4Z z+5_f4!n?zuv5VifCiTDAa;EXGC2@I(j>hOmMa`-_>ky-L!?_`ByMn!w@jcJJ7aAwe zqO%jQDzEHbxVE~V7WcsDK)maqXDQxPj&_gXLrvT&>-Cd-y$xAYzc~8>u7hWu0wsrB zF;`L#L8_FPnA2b_S*pL;D#8CcpAI(PcDx%;!fj^GQ{`X8xLw-zW6^pd%>neefb^50 z+*R*mNSUZM7aGY@(-x*LutCm%=G5F^mUxPUtwpFxSla|LISnw4UR~fh0gkWI{%|Ng z1I6SWI+#~J#3y^OK^@~~$Jh69zhbzSd_+4%u$-hC2%(2a{1K~M z0EMr-szKTl;hX&h%e=E4Gji`I`@3fG$h}zpIktGpyU%KwJk`l)yIYU$kXh)bl=bNv z$WArF6QrF=)CN0Gl`bUPtFMa@^I5KA zzZOsX`*cEKMXak&FZ^8!uf&4*Og~nfQ}B^xcs0UIFY<_?UZu)gL!OmrdjVDqgM3jo zO0DPFJb5v#2C@Gy##+w$x0)&S4oZt2#f|d|R_A;cRyYA+`lVpP+`69`yKrGc_liT-GR_ex1sRwnd2sIp^ z_afKJM##>RoM3)}p2>k-8Sl!G>?fA*Bnq6%o_SW?3-%xBF_}f);X}<`51b99oY2en zsYX!Cb!I&pPjg*W$=o&Q`X6fyz{4^AI-j3ZHrIICT}_Ttt&5M~_3{FG2NkUtqSYT)w* z+{&H*>?^;3eM^(-MS3JxQug^|W!=RiW<$RzKdfjanqbsi2{z+bi?n_Wqb{ZYmwG); zi~V4ildFr#a})pW#{MJp+{~-agVed~J(VQ+W;cp8hSFpsY38_A`l1j4c96IpX@BOY zgS<+9!)vvA5E}pSv=%JAh3qv%ye~=dFrWXL)c=^Nw!X*lo>yRZ8L#~V3x1?QcFLdZ zb@G0UFw$b9UeAh?_0CT1GYaTDL7z>~egPK$6fFKQE`LhK=dB8t&^g(_lVk2@c1;z9 ze3RZ6f~jt^l{Aw`(u8EGf;v^a83X&fVOWVB8j^lLHqNg2&v?TbP;6m+=!AW#yuJ_Q zw!z{Smi-9Z@4~g*t-itvmJ<@|Vb_=(*PA<4X2%-$8#7OZes!GdNV*1Odd#ZRnlH5D z!8y_U2_LIsj)VAFcea_VM?G@w;(evGu4krlw8?(w)LGge=lg40LX1jP*2|1EO#A(f zQJ2qU_hM_B-firfn9<9~PrBM}q0eK+o&)vYAvVk^-wrGOFpe|xg-y-Lep z#nx3u-D)-3YUL`;-&T_KGHgj5m=o|}5+*%Zuu`)Zh*f54*H#o-&R?5bbDw~41vW_r ziskyAYm}0FB6W!Jq;@qA+3q^)3^-+<_a4};(Be5VT}Q_)K3zx4-cJg;Wc<#%;^DRHuYb#mc zB=1b+LyItB0XuJmYqAo4i_c@(_7USw(W*WKro$uW>t~a4EIZ%puUXJq=kuFz=}T;> z$ezdQ*NBE~_~NJLm@7ur=MlRw>}!_ni;?$gc`5XsW#Q*|Vkffi^!ixi?q7|7iD*cDr3c)P~VHbR4f$3|wREY&=c)x~GQ=>NLDSDGQcUbN-R%%~P)+SFv zw_x;tm~bhd&EBnL;#WyX9K=_Kz%x0j9);5pTC}BUc1hH!~mMRUI)qIYbVk$vn7> zqeF7Mt)PFhgl;zazx2o+^WUJf+ngVYy#JUfxTj)U6?#1A)grc^35CWiJk#jac)$QN zk7BbtiDcZY!%E{KR`A+s& zCs*lC5?;=tIRV;`MyUk(rm+rkeenYM$IxR3OdrvD9~R4I_7tKr=QyOR&> z5nhq|;Gc?ev$3xa_T=8#45M#j^IP~yC)l)w)kxC+M3di1ncNxKb)1|f_mTb)ZSKPC zE9hQZzt%8WOOxB#@J%gyVQ(EPOdEQgiDzetP{~640VMwt^ZMyAg;Wc9%%39n;jp_E zyY?kf3w%F?e&565Pcb{W8$Kt+-af6*4h>z$4x#a_UY`o9Ka5kC4t2>o8k_oA;V(DB zQ}oWg&twapP*`i56>ON@3!mc8NH*_Gvfs^fCYh=lwJJNM!rv;<`~@x6!RrZ{Wj9{3 zInHFoJFzjj*ZwryjUwkMaGhiYc%9tsG3$4-*EM7E317wcQtA9Xdgd(WX>hxiCZq8r z6ri^-K59EGxKA8R#7K_9e~o{Ozs@4{?GW20_NFTCb5@n9M#?v?-0i=a)IY)K9r5sO zmYhR^WZ~Gty6^dX2a8@UF4VKG6vvo3Mjr&_;=Cc*TiRpXHhstW>4Y^4t*sA{`b@lD z%?FP1>7BTi=Nr>S)tSbf0=b@|dpx}*WXJj4Ql#jq@1vM8g>P)fiqqhdicwdKe~;58 z`D5Q8!Fjwn*(w*%sS$=G!uEBwznxCmOI!uwsRWe@?hD!SB;Hb4luwPem9To1#>t4^ zg>QaH%hYknne!2FdfzDf8~J_~Xau?JxfleURN#4!4()k(?quYd-3HiP%%ksyPCv|A zhwI7V_NMpd@qm`l9%q(~q?*Xqy?vf)!lOx(-KVJ%nOfy1;&>|M9>+t9z`i>9t`kwR zgX}#qp*f7^V%VAf?KIK4i^Tp&<_7D@p&UMCMVq6v?+y+)8M(kHRB$7 zChz=_beU5i6wIglc6h2+&3rc3h&PKZ7eZhxZZ*d5?4OIL zd_c$Fjs6i^tcHFWS|7!>skgGtmB)v!Ex!;)=4)L^WLV%QnPzH{y9n<-kZ#HGy^1fN zE)E=Kq#H1<6v+-{gBG-l|D^`{Gw^G|UPt)!EWMkF8ZThX8)V52pQEsB18>-E?#J1) zEKELx@c>$tHQsf6B;WX6$I6Mc)ABm>5XqN9lsjimVakW{g7~LPY9?TREzrmK|8+*JE)4J-r8lNuHD|-hvS+9~g zda`(xCyQ5*^$a%3uId)NCRtXuVt;b}JZ{$P(@7Q3CKz#2Vb-(x?oZ}B-w3%DOih9{ z#(j*IP4S~TuSr&|=D0o6s8^UP=hrvWa~kB^yE;oIkL=f|Zt$l~t=O^IrXx0|9i(^&R z+gW_%8?j~r9UJKLkaeXu#K#xDp*>HgWcx~WnIdrikM!h8{GO1d+4I0NAuQgw8V7z;2a1+T>K{&N?2Jzn3Fgk>;TlvyiB+3(> z$9Z@SzVd*vvfF44DN<3RE}QgXk?bM527_}NqMTLZS(YzGlVmyl6UH~P&GjVgk1-4Q z|5v=G4|bPv#hLS~k8FFx=q*1v3w{|CT8TB4^e(Uei~5#y&754w!q90Sn{7}^9S#oCAw{6`9{#HMu&bFy_^M;g?%R$rpEj$G#x2I z=ey@BSng!!7NnXc_Wi-q$z^+|*{0)DZP9Qa2)@p5KBq|$w#**wth-&cSPZX@T20oo zzA+EriT%W>K##B8yhc7H~g>XGovUez%ow7gqV;+>cO1+^o1eOO|KT>%<`J|@O zbRH=d7_);oQU=~nU~Qg}UPrsH#k5~w^@&%>_i&YKksGl7VQbAi=+uVyh2-u9xic~5 zQ=cDClA>@cf@#&oudB6AKKSezzQDgXVeq*Ycax-_F^iga1@GVNs=l*$uj<)xK|I$E8uB2I?NMCFUFAtWKH#*l^BuA3?=Y$v-ivD zdzbf;l`9$Olbh;KG3#|!dl!3i%J6X>a~FPnhRH9pz$=jci_}ZWv!3@JBm(?o)#xEk z_2wJ5lk{UO-^#x~F~)YR$n)v!y&HigVP^x@FXHnmBGCW5bD=p?@x6qYlNyjy;js)J z;csH%43@nZ%SVepYoUEC{!|cG>ge6gtS8d$PdHYf*Kz#vc2duy?O^!)!1{~Wqa6Rw z{)cU5zrnbzT-kk&t2z0WIzM~UXDuC0Wwiz*J(({oH0PP*yjEOKezXCFNRrwY+3|Cx zpW}`DHCv7~)722Y*uT_cJArK3;XYXJKiF}bSejjZlh}VZR*vL>f77-OWDkU9cH8{J z0xL0YJO)2W@0@XcQ_sFQc^lpihS`}kOkSSWIGQTe&%q*f%F2s@sj6AS%=5fD7^5eO zn#oAL*qnc}PtKG)VbxnIrf*`)+}A%Ieh1OvF8G&V_ZPgo8Z+ZDKagXPbzzm2s50i( z@lJVKjEB@mMt_LcEjMcJ#Jz$YvFE$Sdzf`EH%87j_Ta@=vd0kfwZMYW`kc!vTGOxz zrXR}ti$Qypch-|y4(h##xVJjhG+1nJI%0{xo?77b}#0Ha%VQbj4VGG_crl1 zIU5%G{Ck?b4Xd1~c%P;hkZLIo)FRI%(0dC;hv35RqQNFuPQlC@%({upi|N`}Y^G-?a;HRVs0pm{Pmp4K~6POfLueaX{I z3`_OERGEAY=f1p%d3*1lMz!-D{-MB z`^;dC+*8Ok)yL+4fIJt&=5Mnk`$$j7w7{EGvZ@NJxq9wox7;myla(vu`v{g#rI)Ru zX;!Nzt*?1~Ok|mY?v#4dluFfMIy@q3G0+l^zunhOp7suzJz=oqcK9Kr~8D z*R_1-b+bHgB;%?{eC ze%{jl96b6O`ft+lbqF2IayOg(PS!~V*!FO{2BKrIvH^YDib{LLxl}k>>u1 zRI6a_D8Gx*UCEr9WWTa#uJx<=m;JRhwabaYiZn_dhH?CAC+`?*tfPGT7#p1g)47;< z30ZpZ)%y#c^@Ujnipy)EnZ3I=S^090r8C>EgCv$G|sD#xSia4*nhB3YSQp)vP{yyJe)g_DW}N3DQGlQtW3`T ztXTcv^9XJXwBFaj;3?QX+P|yJ)D=qIaj}sx8yd4NK3_uHJWF|shNt0YDvceEdn4eP zyCipLyM|oH7wmNlIrD7&6Sk>N%eS#VJ9~e%LQOJ9s({Tm%TQjj(}-`eb5}7arystC z#oPGO)q8LAkYv|Cg-+{XK1tufJ?8U)BzRv$icYB&Fv!(iH#WYHc176jE%NV;R~O<^JAQBtFZh@w*-7{*ZN_RXKO1^0aHI$d{Z=sZBP~I7MlhXSTV+mGe<6F(Uab zlBMh;=)8`3U2rE=x@yqA3GOAg>HZ{$hqkb8_qS?HGvY&}IGYYde7;Wf%kIMsWP2F$ zsaJI!22C-;E;jhb>(rmviIMrHoJ!Xhnm23eGR&KayM1^}uBnbUz-CG)8Hf*XKbw0slKaF4eaO8)Uym4f2=8< B5B*(Kbjf$QlK+pS zI|0|J`u+fJszekeL<-TM5(yzHX)qM2G)prfC1c3XluW5KAPJQ;D5XIXNu>c%NTf6) zrN~g}`G3Cm|J>)^`@Zivd+)Wr>$}!I?>T#~Wga|PshR(IXZhFvr4v#(J!Ur zQT!omKX=o*5t&ov<0hZKf7 zImc)_q4hMYw4v{p^q-=auxCG`eSvq$DR3Jv&3BS_VBf;GkoN3-ta1N^#trN?MATXV z%SJpu_xN`?qZ#=Y;bb^CTWt9q&Sk`l^Nn>3JLVhv<79Z(`Q5OtD6OiBSEVMdY}V?j4-9j|Sh63F=8=1elbQV=YI&Z&f?Mv%$SNz3q`Fir1;Jp_${eM@x^OcFp+eg-%s?g zlkCaGoIIr6#n1U7SaxOZV2`XhZ6yYc5DF(sYNSe5mXYHvWk^L2|jMSXn+t748oL9rJ zqSnvqaU86Z=eQC7^A)K7YDj_s|?F7UM(~7J^Dxm<0BnC7amn1oaYLkvU?BbjU?xxyrwEY zZ|2P8Z%rPmk4WCY8RenYiCt1@U?;6xiCs%cc_m*PB?`9}=NIeiWGx!OFZl#V;a?5@ z(AsCaF|QD|_R}sk$os;#FZr)_Zt}HufKn^GUhS;KF03lAW=eNd2*vsdY6PJb=Tw3szoK8O^GBdfEs34>rPQ&}kxuUh3Tc^g2Pi-}rD9{SSfBEcz|- zd1*d;Dx7a6;r_UlZzi8<_mVR*pJ&DSEzp0K%-@kK`D-K7PCXxN#G^?5nb=rav=|A; zd-U3ZUfI2~)mXRV!FP^*W1M@~Eg4~xP3;p{WuJ2@bv0+dWV~&URfqUZ#ju%LH^S;7 z`o5TcscT=`t1Hc$3(WyJpFJcPo7QI_pC1 z?<2))toIGCOx>|>p;}6;_>Z?-MzZYt%r5_tJTmJeuVwA-IC2ssYKU-q`B^UrBp>Zf z7&)EoQx|Wpn3tM@*;Q~aU+V#v>b&^pIV~q~1vIpPJC)uB7_rsv|rg$+6epPsLs*5EPWCxZw2HOtM%ZIFa1?B-x}`2(0^E=sPW&zy64Dx6zrOiBv*IE zNpYFaauwLGz+#J`l_%oah2B|&TSDKPyzlG%8}Pb7&nqGHIeSkO`;vjByjYNWZAUx* z%7QD_>v&;(e%sJo@DypD6={!z;TY^lCEfQiBH1kVV#QyyUddA3;gJ<9r_eo_r+>z> z5zflGx?woIiC3m7=r{~b<>cRdb|pVbwdb0onoqtRy!voje`3Vc2gq)$_i1~!R>?S% zRo5@;?IrI%#><{K`~Umarn6S=o@Xz|Har^+r>Ed^fH`+Pq$}WO*28^4?O%?-dH_MqGc<;ck+|_X||U>scW0Hc9U`YHY4=py)Qz0FB~V*?OI$J?VRR( z`b+wpCGy;2)XpN}74(0@&kzj$+o$`SUqtI2;zxC{c)6Y%VB;oSdqeb?36ZyXdv*<6 zBO;a%GfyO2176pJH|#H_)-qG>5AoCq%$kS#q!OM!~d{xH~&ag zs8TFa2e*<#b)VR?Q$N|?aR`)B{bh_1uk!yYx_tzViX?fE4t4c-qjSC@NgM3@+sx1j zgPtPO!>rK^=ih@@XKc9}hx)MJAgE-e|DP=M3Pft)`>CSZ34E+I4C>Rgsk5>+b1~UZ z=jE3};d}97fn!}*xDP(%%DcSLw&-QI=)B&z$v9qIi|1G~b>B-DSS^~@$Id)!YlV5c zX`fm?U+|W!m?=ZwtdpzHYhThjcL#rje+g(8VYdb>k(hI>sQVI*r?Sd>B)LI!tm+E* z6;ixK)BE+2`|a5=^9%kgaPCXmf5hY7!2732cO_j9#HP+H{R3I^JtVcJ{v~^MpZ@3C zB2UbU`8gM#rsCME&L|CuZLIJfx%P=#|M*Ehi$9E25<_;dLaM|y!ly&&kgVDz%{(1& zA~l0@-}_OLT_s**-^S_7alk zIwILQZY9$$Y)THf+;KPzN}u7uhhoVakgFhCHe=Ij=DtLaZpPjt_U&TjmX6*<%1LZ6 z6BCZZ^2X4*87>#<=_EKEz|;13)@Lx8CL-L0k$)Q}^}vfjsx|M)+WuTMPUVx!@oy(S z{ObIN%t}r5u}Qxr*#0;pXVp@5(dlJ4bi&MJtQvqbk79dPI1Rwpx3xacnctFdr%yNG zU#f^DgW@Vab{d&a#pBONnP=(6NOl72E~48NbQ$IPA`$5UzV(bxEBQ3F&>I@%bf{b| zvh<*PFEhpqe658UkvqpLSP~t*ZIv6_z+$kJBKW`8^T! zBy371`@!BXrhggIybsSCv8lhA=49A!7j5=wm5dnK!S^|)7Ke7$6DMogv#dOvlx@Yn z+>`qggHl=QX&7WhSrPL84T&P`R?`2UG2uHLxLI%ejM5tq+SB9*vL46&WxYC!1YfY# zet4hyAZ7KODE|;CrepVI&aBUG%JSu8m+WDTD8@x(SsGTFR=!{Ed!&(yUC8`(*``g zx^uFh@LH1QyKHw_)o1&%1=j;_vr-W;p|#oP8J0bYydRizdqI34EnXIp`s3*y?fTQ~ zG`^k{g$?ojdn`E@{-0>y-_^t-vb+SXUr8C?u8Y0DVfS4|I~F_Ud%q3>%jutL(@z>> ztFy;JGO;}Q3Z~-RY_dGUi$;rnC+erKws$&bC_8vWN68eSD)oss(b zf%hEc$Q0apzTj$bJZ>Ftmbw8a>WPPiXmX|)Fv&GvbEBlD#M62zBYNe@YH_0t5LHS; zbS4>VK{J(VzQU%|Q{UsP^1OH-y!$|MgfowD?q$wNJ-kt*+i8R|ppYt7Su=QzGX~K- zd5v@TbfvSC_w@=o6%vPYZS^#EHpaF`Sn3hz?A7)NlHW(y|1dv$WR~#omuN8(%HPr{ z_xav~@F8?cjfY2RQA7Vd3a;+E;A1uZ+nyDYrD_`se}~mwNIn~4&tXkDt;+L+ZIDhy z)#W(dLjS1<(!^)W%?~Gv5(kpF8Ql&gN$%M`Ux3NMdOOR}hJ5CBST@F+{$v^q=j3g< z6>7-^++QC*X*HQv**E?)i(QG+$+uHX^q2~ZBF4XzT)AI+78}oUeksB?3bPn4b zBa&6se?{m&Nu%V7xQeCoEVw6T{!985dT)XgCx{@;jh7wy+eLvA`a6)#IeUPm9OQzLR*vXqGy_n3Gtl zB^k0}qM;e35cVe9Q!=Y0%Rpni&pN+<=zX8LBU!z(*CcySQ)l}{eEL9~&(7=#;_Yxq z9%j!A=4ZDpeL_<8AAEKG>f+;=k-E8 zJ>a~@#kqM8xj;E?L{!2&WoQGwNmq;lNRq{SQj=qki7e|R@S(cE{NGr(s(7VjAx@^ z;%Rp9X1{K{q#KN?uyjM$9DlG`o{w~eV0PU+O^>x=?4fY^OS{|;o~&ghJ~WLFPcZrj zUiXvn8exBG3!X`jo+PT`j6?AI0d{YKf$M1Xwbrkhw}yy@N8s}j+E+1S4&jjv*e&&! zQb6H zWT+3MOLF?=KHYg(bQ+s%<+-WnRh#{O#jbo8pXc25kXUK_xg>suRlb2iX>(?Bw7=|k z7)hqkYcyRSblv<4dmra&;ujiam&7}~bD8-udwc(4$>bVMO~*$>zEs`#4110ueRWnU z=d;Q*&l=IEX*u5O|JeOf(LZ^8QUmNF{?t=1sq2#*T3tw0mRDV(-@gjt)eekGmWRHi zdI_fYVOlDfjOW`+#hYDXTfVhiA=<1aXZGNK@2cwxKV5NeJuH&F?tW3Ji2un}bSXbh z{)F@B{u_CZ!KN8-c~&25^|*jd4}{he_>lWmH{!~bW~d)&ev2{2!DJfW&3FFP8C!+{ zSK{Y9n%pP0JdFE$AlMyZWAXVTajLrc@EGWBq+`DI?7)oVPtSATtPEM`by;K7!nJa) z4vMmE_8b?(*p_CRiF!Pg<)(?btKqpGO2sg$B7bhoE3%qw4HhP&S}n+J6-84&wib(T zHU4b#ODYP~qgU=um1ECicvKUtSu9%JNzUFFQB`FB9xC(nHCyZAJpT#yxrwbdvD*;8 z7m;I`{y!k!I%B**l01dXnuIcXZR+?VB2H$2UW`tjptZDE=#1p`tLBr8 zTA1eyrt9JKdY?_cGh%kL{wuzp!gH^JQ`UnNVw=?>$t|K!R+CP`$v0W3orspI@wr=D zgbX+H+9%B{$(w$du}1NX+}W<@NC$p*8U!j9%x#@W-Wx9-aqbz;IRpAnlj2f-ksOj; zuq=CTH;6&kV8m&>rI628uxT?R=Q^-DtlAp4f%uS0VKqov58KM(QSu99x8mC{8bPb9 z&d-X&`|x5a4SE=@FuYHK#8#-?uK%TuC+F!paqDL1q?%ds8h62`d!cocV_SS$%glWq zU%pApf7v7}xX;(mfsnXOi)BW53E%4Q?b;Z$n{6kt=VkPL9G}~Y4($qfHH&WVK))_5 zuEwZ^G~PzL%Sm($uCC%|pYheV=v7P%dyDSxIP(E~Eb6R&Mr*6}V{qNU&r9>+md<}) zs}uD5o3oeuY0Ba=dDxe1aG6N)DoqZ=m&NAGBlU7Ae5bNOPkP?T!j1I(5=_1@<`JaL zUF+Nr+ry$$Fyw7)8Ywp1Ym9kx$&Tw|^_U7ymA$`7uPeobef;q;ob7{KhiO}ZPJ4Ww zwR%6||C=OCR?i3Yok~nCG2mVO7S;dNWKRW@?1vsjmgHf~{_1w{+|DXXSvuMMzi_>l z9e;gz=TQ)A#Rj>1-b4?5N%$%~D;p>I|FW9-%Yqqh5-XjJtz$6hY*uJPs|J{o)ww@o zS!&*-=0P7!sfFcF_}x^k z2$5yFzCIz(U8L$@2L2B+BaK$wtn?l%Ch4InDU-V|Pr}Y6Lw#1e10pZLWimUK)JIj3 zFxQ32(EE#TUtPtRPR3a1XM`(;S}@JGisO0AJ!Y40N%$(!C%MbFzF1e$#Gd7iP zcEPn5ZF9x5i+qS0k+t5%J~~aO+upbf-~P zaNY{(RJPuN>AzssHWJOIQR+2c%n~QS_z%C0**Uosk1}pu_|+l(Ot{xJ3)g{dPh(%@ zli~Uu;eBgfl08{{XtET#OW~3=Jo%=&hDA??&?2a%%K1m4T0!v+cU%wc5;4y6t}Y$Q!QxuKXVKwBh#!Orci>R%l6{{4Byfhm&vlzofuAKl$u2W8FsQll<8XKmBxxNU(SSC)*|rUPoT*JRW!*%Q4E`^z^w zuQ~gENWP!3CTn=Rk|I^tQrESl*!q!C*Lz=+3?I1$y#x#Q6Q{~LW2^qoAlWnUNj}4h z5X#kXvfU5kYtzV+)fdS#S<|?Ujj$Jfn@O9hPzPdSZ84yMpK`onjVpjL#>%~fT4bK< ztUttxKIF(+#K&0cF>=(x^LM>UUFhsOJ;=x<>F_c}erR6F{-An}Zo-V3d^7bNO0)HQ zt{RhV;V+*RHK*OfpU1J>YPQT3@z-#D1>FneO6Wckhyq>P#&= zcQWPPLBAK-VjpQX>7$oEA0&G>(L1PQulR1VJOHo#jNXhqrx*0U9eXo>R@Czs^s4OD zwR)%ki2*o}HI04D{^yB1U(zsZ7s~ObBeCWUa&{CDx9yS}Tj zTvkCg;vG-&x~^m^Yo1(j_Ft{j#}Q&^cDiThNAkSw z#*1g5Qv|PC8f6;3WIx$tT2vxcWpSh)DF+z!R-Gdd9=|Q4WB-}{u!$sNu;CTt#p6;6Ze52;dxf$fz81F=% zH4+2bVA{#9#>PP)E4Mb$wzi{<=)8hfqeX_~1t~{{)b&h8uWLztH0fUznUfW=7+DHI zcq+S`PxqFh@OU2H1{(cc?RVC5Rz93SliRh(os=$o!Y_Wqad&pAGgtPeU~8?Wj^agmYwV&ha&e!^~f zTArM|d0JE$YRPN;tKZaRKZREFX!VbGH~4hER(;qfm1r9pKUXPBT{UE{S@QI}K%W!& za;}{hKzRqh%lfC5EOri^dx%Yo`EEn9rLyHA5S(L_)N3w-*=Nw970hmd!0Qm`ZtUCH zBkOf*^Tf|^YM1Dk>*36?Sp)s9m{3UsxE@Zg@#ay`dWLV^YZmCQMV@TW!}TTj{Yt_0 z#BRr5G!xzD?|6MI^>+%cbk(M*amQl*OrzG*OZLlUo%1mB^;R+llT`9~%o$HWEqG*| z(58Z`_x)g;`!vbS)YF`DC5>Oj#b&UWf(H%6u?3_^<v!kxfn0L!tlZbnN}vDCE8B`Sa6ay zAJKF>&BllbSBN!vnp%ezN7AUBnDLRQaRO$iaz}Ii7S`8<{fqedKR>7H`B`#zGROXd zEgM)ZGxC?t{h8H&z`Q-Iw1w_N&17$R{XfX0PQmYddWli8E@(}a zn{Qyz@gnqK3~BCvMUvF?X?7deXn7WmiiqajU~xBzQWy4k9Owv>7T)*f#i{2x2?9gOpQ=R<^SgYvNnNDZ z@v^zt(wZd?)^lYttkcT}P^ryFpVw-Z*L7gtjV6zYmM8mJgx^2t?`<}H%FNpqzq-S2 zEd>4tt5m|u%JJk`nn|Xi;>H(zv8jlc=dUG6l5CP?`E)-XxXn4+F|d-6Q(3AxIdXS& zEvql{lk8HdJk*T8CBu8ZH)oybF}}wg&BI>MCi8aff;n?Bgi?F*dgnaq|6Yu|il%4a z!jtTp4ffdP#Ra)#U3$uJXKTogKMU>><-_5eg#_}@?lBzzm@t5_=cKAZE|5o$&oC47mE*xU5}ar zhw3SrGg{KLGhV0i;ZCf`j;B<}n2)WqF)1rhJJG%-uAc?*@lfl@-VM&K&U@JCyW4 zPj*vbH#L^BS8J3$OOS4+qsJKMIy_1~j%{%0L;izV{b%fI=2h;;t-yl=>Dz!*^ZC;4 z&Og-|rM+t>(k#P^3!(U$d36rYi_KEStg9I(wPi|SS9am7^yzpSZXLKeWiNV3co*eUkBB0_((qOs-z|>3UV!3WV#y`ly9##uJP@ zo?Pwu_EeHyr`=BRcL{bD(fUie=iXoTGGqM*7G3mAop-PRXqJopuYvq?zQ{&8LzB@?(s@*e9tg zaH{zu*&~nP2j%!zIeb6P|7+m9USxjTxygN=>+AiUwF!5#hoX+3Yt2@zY5R+#sdoK> zchy9^|JWiK z!@gvm+^YRcbop7!vewLgJ{)2025}xUk zHey64EP71D$bOV**zk!SzJvKCP#WoqdYKt{yOGAjwh0R*Tk{m$oM1j%fqgA_`!E{i z+2JDkrfzZr?Wf}F`~FVji5q>M-9f3T`M6%2z&JU*zreX!=zX4AeyK%r;U9#LPnn04$Nf3DrS^F4 zJimey*J<$%d;HEf+hXVQm~tY!?_lF6%~Qj1_EbIfhe+0Y&(PaWt@4ED3P*qUKYL)u z(0L3G7|lahLH|@flbL2AtBqmd!;JEXh&$Wy@AyW0=N2VhvU>F*(>F9b%xrYKb`#hr z6&|+ZXV&m85o@D)YdY>Pf=x8)@338L%rjW^7Sc4rr($NE8RoWj^x1|-RkbWihFj>L z+zVgfaB8=X7Pn`T@lKq4tH2|&Hn<_?R3b+QpA;_e&0Fy!SF0;=a~BI%*5k?i?KY$L z6fSL{panU z+{Lzch&7L5NorF53*TbAq?K3m#hc__?ro%_p;QDmJ$PD2(WxqXo}%A8@6A)PW-Q%D z3|I&8OO4cr=OsT}X?oUn&gJ+r8Ur`sRADj~(Q`*fQ>*bNC_m0myX)gkyiBFOtS7o2 z4ufdj$8SC8G!q|>^4moJFT(XA_9`sCt#{T9m{>>e8~wg%#5~FGz_wX?-`h`l8m9X1 zD46_9%Hv=#mS@crCGO`z`|-*jFz-=#H-*KUIQu1 z@9k!_$s}J5k@4)*3OAF@pfF66Jz+FyJCNoKepQWymN}kvS8s|W2a>-$&(5yl+;Q$A zI_!mO3pQBIN*nmv5&B95E(GNPyyHy%kb9C9UG;Tf`O56s&bj6AyAl>YMe6a;?1KgG zVd97IEk(QBP2EB6tkz5A+0x`$z^jhrTN`*=J>K}0h|x>`TU|jG=UJ%_a|3+3I(`u= z71HtpXQygHcEdeNrqr=Z{^M@EG*xYXB~=fx;AApgBkqkL*AiC|x3gC#GEWzaE)o?> z(ljgf_TkbzI=&-v{ORm_X*P(|sgsxbB!5C9aU@ws+ITls^C0rZ_+lIO{O`zl?E5%!X}s(;ceN`^qZc4XT3(E+dU-c z3aw=5ZA+7%3a-#@)>i|%rmkRpK70g^y^ZX@i^~5&=w(NepYTHHev6as3r46V(mhI_ zTvcS3?Kk+-j>mPun+IW>oxV-jV7syVu-{`4OosmZAv70<7SJuCHajoiq{`PqGTt$t$^u2;`O!qnuxWJ>A5}B zM;FYe$C7b9c4pUd6a9A8&;MxlDTLRH87=rga&bP5Y1^Ps6r*cs`w9#GNdG)Zp2(kn zWU=ERd69Q>j4}qJH^CuQrGAFcsjjfj!OSZ~kuj{?n}sI34z2|4+$sMEI;jdYotM56Y*JcB3fv z|JenT!*MkG<~!$K`fh?NP4Oys1~*{l6Xwd7X|dAy&x;y&VDRN+dx$=_V8#$wjU>%K z+Fm5Wb|w8JTpmZaCt%Z+|9{C!7mDN)MWXsp%(X%lTwDZ|&-l@~kXlUURlIG9NHA5e zWg(oW!bA0Yh0nfb+5P#zFpPMd2M>T`sszl?eu0+zSU36hvu-gvofh-9Yq6lEb|bKF zmza<}F}=Ffles{*Qg6OeWl$jL?UyMMQ^0#O%qw zxgfUOCT6$A)<%&2T0ChAztp*2#&_!Rfn13t_s()&w+wS?lCwISw}eRp{F%pY#r2on z*=ty;8k|2Q%Xmk!0c`u2zvVCp?bPEcUOq#gFY}izVpc~;Z!DOHszJOoO)HY34(UcY^FEARA_{DUORjjg z>UAxj9Otv=$@MCvOOid=0BSn-Y4TqH=_)=O0IRJ0``dg{9YO;|sLI&+Kh`he=U5Va z!NaaH-T)Rpf(5ejI{W6wk^O#tc$c3A@Lz}1caXZM9$#XUU z-`2;0{^mYkuF1aI z(^EZj?rOiS;I|M@a*ui<>0iLcecBBW4<@n1evaRbJu~q&_fj_(TzkBPxgY5D3bL;u z;aRNv6DBlp_B64fv3`fM8F~6b+SC=)Cvv{0nvj-dUTsCv>d$f6*wfgdm%6Qg`PZz=Hx!C&-Hmrw8 zo<+5AW=As3gHs=DI1&>!kiH!M%c|!_v{;T!EqVJ4y$r*uCFX(bgS&>6IzY6yPY+_7 ze6P%|wjE^7>{HRzNjKho1{8;|S$7)sfl0n=R^+3rap_2Uq_TbXFE(PMd?UY+bZvRb zJQjFZtLKb7M%z@4DTN2A$eQ(xAK>tFMoiAP>}mhoNJoj0FR}9~sFkHdU$Q6n`7meh zPlpeoF+zkG#d?+eFUuBpKy0wtHs8%E;n#cg?9I*t@SwIUfP+Pc-eT!(^m^P(wA_r* zMl9XL_TM`GyIz;Vc?7F;<|!}ojh<$VrnuJCb!OH~wJ*?RH+ha1LB3{#8BD|QXBRHBR65mM&{8^y=qQ| z14#KOA1-QExsdG7IqMf_^?-L*tk}pdYrINTs%LQ^l@7DNpf;SBu<6s{z&uEvCdPi^ z-FE)@zNqmUIY+QicGFZ5n^PUN3xo%;LH3(1BJXTc&cwE_pm;fL-Zw^O%B=bPmVN5_ zzY5F8(Q-aiU*MhZnJ33%!6RZ`KYhKy?gwJ^UuKZU#nVZ=A-l*9D$ehqW`S)et*&x_&#! zIT!M=?40XB);9WS&eK!9$P%qFqXnSL*Jm31CzlK=HM-j+SAsos^@>Lw%Z$NxTK z=fOC=Q0&j@f%YVPhQz4?@dZpTrG3`4-Uss+#k0%(98H#M;nq+4JX3C^$7Cw0gUyeN zDfg1Dg7}s^q}55=g%5qrzY0TdDDV6okJjVvKUkN{zR7CxzBa3Q(z9M2Px4eF*h=d{ zuJUi;eW{6%Z?$_^w!C+#&X!e|6?w=QlCR*i*`IL^xfeTH1xDZUf{%T&mM1hc$}DlL z2pLCuo#&d{Sg9fe)&IxW1?T^Tx`z-_z+_5u(>aw}@Gy4?Mo2Y1Y7ZE{OdP(mM4e z_WFFK*!6;5s$uD57(9RxpR#0spZvoo@=R>L^9Iwb8MdV=$v;15rW^!|qhNX{8NL;7s_~u)df!dQbNsE~ zfA$IN<+G_OaSXjb;h{Zzc9rp-b5=L~mlLlCV!>eEHDB-X{jx@=%;M*mVW#;h$~wu0 z^N4nTLil&u9ZJ)qygv&!Qn#^*xha{aYU0&rbf17te>NWJ=L;EGHmkgS7F=`wn zXX~L9%Z_%=yRbZ8oG8W%8tZK#mcH$$7Kt|DRWjEnU;HpuOErx;tkc+a`dh|+7hZ4E zaF7@{7|ZKJ>{wQu%iHcWA5_4d2hB#k{dUBsEd|>B1hrq_FcL1=CAGj$a@kHK*R6c% zCZpsj!g?}KWuZ?*f@2^v#Jj$1c9HSBL1_lA55S=l+2=!;6`|oCe)BgCk`tvQ^!|gv zDt=v_yveY34@|eSZ0cBMSHRn1W$@WxZbk2~Q%0#9y%;}@byYGTa6!+U7=60{$H@L4=5SoXs5;^z0e zT$$B_Q1WBEz?V`FJl~C8CwVF<=ZY`u#a^bz{o=z~NY~{Lr<=ikg+~`mPL{ZK>^vF2 zs$|f$mR;CPqR4eT^dG{E0591+?_3{7>PBY>^yn8$C8^Z7{caeRU56E4;_+Pl z%_D!Z8;*xiGvj@Z&BApUz5eVd1kp>?$}8hu{-%z22O*mMqKYmTwrjqP>JQ z?$RQ=bZgP?cmJ#4(Wlr^&(UFgK2_tdgxN5??r)5<9j`4?3?;$gqC#pQ9%KCHurBjn zTc~d3J@dtu)R_Gc_E*y-)r!xB>7y+6BQ1Zyg>&$*5qYZej#BtE8P{HeK{XhT_VXHT zOK362wM}wRCP)4-zLh_ z`BmNoTRFqN6AB*a7_eD0nTTNgMVk$iD0=ii(nEZ#sT?Y*iosWi8@*s9(vxj~9GEW)6;$@+K z5TtU=ei}<%XOxoq@5_oSXj+`_b_`wc%nQop&+RUX%K2caBR-%tBeJhmiT zJ#6ge5Iu$-dB$@bR?eYkV&F)=^&=@7`TQ3=|4aL?>D>p*yO@FggyC*;!F(h2?Lt_gxHg|KJxrM3pDS?cYW7&$RuI1o7ydOgi~j?e-XuQ+HaCl2sr^=zH+B`}exO%L{5*&JYw@={Hs8m; zvS&7{hYp2nX>sN-(d!9PpNLIaIiGvAsWNy3B$~pdA@(1}E0S+xtJZI`Q*AQO6n9c* zW+^GIr$x?X9|-eQ;)(N%*rw zzn#c>JnLp(R(!h;#KP=OQ9m?QDvYJn0xqC?6h72?L;4}KXn7@pG_KBn&%F2ti9Lkp_@vQd?Y&HgR zEA^PY`l)y|09%g}e?}Uyw3+umXO<)7ujGH;tL=_`?7XYAd6s3~@%yxxQ40H0Z>g5i zQ$sv?9CjKb`3i1lrG;$YiDi4RN>x62f;(T$FeGd2hlm6pIg)$rtKb$t*o)Is*#03A ztg_fN9GjEX?h_cjj6;2!8K0lv+}>XT`CAo+fy_nBl`q>o10=L$Pj*U!}B z4dPqsC*Q#qPiQ;G>rYvH3rP=#X6|7xWQT41?Q+&gC4r94e3CXlU~pEkt`h?`V_^0S zKZO|&xPsZ}%xgryfh_hZPrM#qx5B8Bn3P=_{rK}3bIRS$+*}ZoF4N)^?@Bo{Uf#!S z^|Nc^%UJwO^TNg0wSs0FFz*BmoKBZVo&OYXKb|LzV~(lEvGwt=HN!855$X6G}yRhpK3@wNI6WMGC{%`Q=I4Ec3Zk~g+c70J&@5RZG z{5!M!W-ZS7kiACF9~OAR1U{OlK(Au>Xspehpac2NbR&*2VtsL~v#6E5xZmM$>f|nk z<$Siu-trCPSOxnN$hO6J=aR0U7%~$A&(ZvQ?EH{sspr;Rzo`uT9tN#|-2&)6D3&!b z)4VSt?1tFw`1}i-RODghjF#Cr70K7aZk}^f8Q=mseaX(rs=7eTenQ-P);M2#y%MsK zGc(H~h-XFHP#O&;?;Y4W+#Hzv%UL^?nvOTJ`dGX?Qh#&d`ZWAg-Sj81;SIJuiajUN zsD}Q+_2VG5PAth&{p3)X!Yhl>Z?0F3Xi&sRXToclxqSkOj`jI8JW4LC`C`WP&h9Jn z=5F*Ibe`WV*m9eENrHnCGfQDUOlcdk$8V`xVby$`GXaN<|`Zx%ZS zW6XL-lT%>_ayOFjwo2Ab9aS(3p?*V=mu;4yy$ZGh1 z_;WAP=Bd+onyvBKlkD9E^y$qsV@-99?@+z#Ad_up&XdonK=;?RoWH0`EB4bwX^yC9y zy9)S&?`?+G4l_V%iX0;PFNe=sl9%Uew_)|&*mfn^PW87Xd*z8i_WplHx9>@DJ1(~& zM_Ijm1>qW6-;bl;xR&`!w9Xp*7x4TueY}LrtBvxiV*}at39_BUpBM9ymHN-!w<~>K z2BtOPcA7YNIc}b%<>kgped)?D%$=aSG2$0dr6_K1hsj!~4rld7K3l_zo$#_O%ukhgmC)m|6%^jr2`C0jb`;FNZlY9(&_*8w?Zi&Z};5x%d(|G^GqWm+?%#NSM zFq%M{<3xmSwAco@etLfmLtle>@`<(Z$zZ{vwB!f@H*>SYXWW-WeZ_|-;Am8jyR>&;pd z;I_!$tZq1kuN3C#ok&@RH7D!8lk2-=8cw~@H`p$Fm4@T;9z7*9NF}&t_1rGfCg)zB zRpc%~Ijld0tk3#%ENpw>dj(gXec+fq|Gmj_F5C{IaVZkl5QT1at$!#?X0z)@`rpat z8W{0TOdmqlk{G*1pV>*jn6?x2m6cr+jd8RQQUUR6o}ASZscO|0GvC674vyU7yvkzi zQh(<{<5p3kotdx?dq1q-)FAm?AMNRW53QQ$X#%cHWY5iP_$Qu@pyiL=FM#t9KVQNA zr-Gi|5pTQ0G*7FNas72DR)OVjMySt56UF_-qWTruCtpnVQ?-G4YArm8!$WxUj)HGW zSrvUHrmu!tz6+0K&mUpe(iuDH`>CFDWteNS6Z!dQGk&tNw8HAFtIyhz$>h6BY{}EV zre=!GSP?Hy&8B|lk1u#|YAzqhr~icIN7(-#ORO*t)Mmr?VK5eM`}4@h^>`i3JNf&I zD7Qkp*8J!OR@t94AMt^q(5}D+&5fB=7I_+SJ_|QD;yAeFd+tN@OGep{$F{ewQBXR|{)u^Vu=HDeI4R!!uc6KBviI zIL!C=WBp$MkL**Q4%-%_J{&7L!u4J;D0>Q1k0HDI7Q%lh9`DARpTw7nqE%M4KFvD+ zL9ZH_WWR3MY*(-F z@A3uy)EMeVz%yA*#~QyC>8|Bd$^JHvrr$gNHu|LIL27De57cN@%`VwI!9EYpv!PI4 zt7&xqn$HY_PO>WcF`#3ui@P_E-JovrXoSr5KfK zhJ^*M7t&`eYuD5FCq|xwJ6XX}gHF$|@Jzmv+?B`b^J_LeV-Iaz9O zodJ&;;^P1@dq13+X0A`A-cPm5v$TWBwF~Q$<@RlJXR1NxJ5zS?r8dC`QfIg4sm2}* zjbBL70Ncjn#C=A3m1eiIZ55V!4GTK3@2$q(Q!u+cXvD^(eFn;@8IgNyZ^Hfwo^+m8 z^NdwaAIWAoRhxfEUzSWK82NZUvX-YefJZ%=>?3Vz?j9>jeT#9EoOcX%yhHocZC+><<%>zbh#OEhy^QmZXu~wb6T}8fE3u4mvg1P2??D)LEFTdiG7sI%T z@rpyIlJkec`C;tq3zzONybu~|;F7h9J^9bCMw!hr!)f=rcjt>EH$tc~PM^y*S#j}z z=rP%RafRrSJ;Ucfbqz1Cs=wsUNiEpk1#u=dJQk97jS;V(cH$b3^XL6k+}0WXzqY%FfBRfaT5`E!t%r{JEk_as{;JGmn#}3Lm#Zr8%p8m3FeyBBF|#7War|ESX2Uv_vrt6Bfm$#UN}6PWSd2oT){qo5y?hd zm2c#E_yat9IQ_E=*+l}Jj?O1adrp_st zu_`;Kx0&I1Bld**dL!JX?*Xm`@>J_X5&M4HTql}$qVt828K~tK=9v;$IgJI5C&}ON z-sRoDJbE2Qzr(h%;2>D77a4wpQ}zY6^KLIhw!z?e5w0dQ$7(YJ-uYfv3BwLBYDXxf zUi*1)>A(VyiT&@2C?hccLDKaShqA7;1bjA#ID6qX2&RYPLl@W&)#pzzOI6^eq#q5n zrr14}76;q#m-{voZg8khb~Gn!L_u!RR*UE~5X{czYEMQWrX_4ob1; zD0cr5#|M)*t4ngPWvBVMx^XX}^Y8+hZsccIsclvew{g z+$fF3*$ufDI;)_N)pBRSHP?=N%{Q-+I39hrsMC)GBk?Y~tcJn=N0JVPa!d9}_R2SC zGQ;2G2COcoJS_s8f(wTlzo=K|l65SL6{S@>tSF&PGPgE{?x|4!ir1y;MH4njPNw=a zJiuqCvdJI#S3$3-MSm>rb|ur@u1~Xrri(~%u88@QqxbRkgP>SN#HvcZ&mi;*&0>`S zG&+i2v&4$*G)dj~!8~Y#$l4F?d1Bs{KNL24V$mjSD5KZp<(-Gi=jr+G0*RKvOivc~V)m(%JJo_3q)aWD@ZN}iiYG~d~KAp5Xc zwFoJnAjt>DS?Kj)u+NIu;~=?>mJhw&6))`j>#z_prQH9BBou{f$zOPo&=4YU7vnY3is}!}YO7Iv*F3 zMKRfM*XcRWn6~5NM*dTh&h=RLBbSE zDucI+W7)af%$TRKN)`e?1bf?Ne0uA@z|P7HU}bTMFxv+C%n z4KBQi%MW4M10vuuJDH>Ni1K8t4nyy5u)%xB1v2Le!_aGakh&; z{jIl^BFQCC_(QBnF5B-(+*`ajNZW&X`E4TX0uoFR365s-Tr1@J;vxDv9p)#|Vj{U# zVq-(G_--vzZ|qkHtit!Y-X%-_TKpb@4JXjKFvh*bYBOn`m4?O1cDUBJvd@`w%`~3WL_<&C`+cqJA|V)dc%9vyCXQZ|)*risx5g*}J?V z8N-UQMD}-{0_#6{+ySidJ*4LIiSAH1$5nDNs-{Nk<7|{1hU0s^+ZTSxigq$S$NgOm(diJjx(hD`;MRpS+k#bj>XmFl zJ@l6>_QQC`IyzLs%#qla^=QYlUoug)#DF1s8_JJU&)`In<{-KZboRk)*c`9t>hCki zHxldTiV90`=m_y4D`i`fx)i_9oum=uY9%sUO2%YcNv4}E#vA8Y1+i%;WQ&Ou58`}V zQmhjlk6?$%+UI%J7QT2qEBA-Z0$#BX2YS={U&34 z8z`U0L;B#w4EDK!=N|6d7RLS?PIo}3C5uckN3X%Vhe@1l(>q}D0BJXPmpw=~llDnc zwk();?-9$oVaPgX=3CBNc$9lN=acwJt$xtg>CUZ0r?zx>gFPQ+`&1a(YF61p-j$-n zN*pe1q{=Woh@3C7+e=#II_OM(aH&3*i9GZ1<6SYhzSn1%fiBlFdB=L_InTR}*Z0Z- z->t@`k2-%3{5!xVndLT;s39hujsr(He=z;;h4Ui1r>0cVf@_}Sgk8x$ra3!xO4hN> zZkX+Za~E;tdR9B#jI)TGSvA<$J+&3|7!08+&9~n|Fso-%)9CU+X-R{gUR@aP~yFB;V0U@5-=A?vUnbXzESuFLEZ|OxCm>s<++j{26ck z*O9#>{6)XjdEx~2jaBwyOm*>QA&I7t^H9hZ5l_x`{qq{B?&CGZAiqH*7=_>G&>___ z|75W_B>c93LEnoJXX?F+Iqi9jpUwiw+xaC_Ph{CYjQ5pqDOpUtHAK1?0J zUYBV(&g*iH=4nwWecVtG|B@Ldxd+;iWtC%ZIVUTME`wygYh}&sU2O6M$x5?gaXz|_ zJToyU^|^Y{sD{`-LQE+`_xU6l<(y=5ABMSA*u0M3Q-d?LcpLDA>qx(l-&GSIQ{|v1 zJhzKw&FFSNj{fGX{fu8X5Ov;2$(e zj;Z9m-)MfQ<-BC_`&jFLMVJxz-H>c&i&zc3Zc66zEcPG-KZC_2Et;|2I-|F7RxK!O z7XijWsU{}m8OXUj;ddAwj6JE=RRy9u$T5dB6>#G(Jg7o~emGME-La z(Q&y*a~Oa82Sc}utTSoY)J$1gG`N$#c@D6ZOv!e&&+%dOXlj(R3%sZW&nt}&sl_o8 zH|FDGGcso{^#`oJ-2V$ml18(jvob&5r0*Ar zH{i*etaSlq_Q0x+V#3|*ekuzjqwD9;Xbi^@=I%*&`*1;YZ7t$#Wv@5LGfM9th_Z{Z z;0_kbe#@gFR0`AoAV(@&y{5Mp;ruLrOn#9u5SM2M@8^Wpo+G8b^};anfuRZ3dAxt0AvntovHS0^MNPS$wWT&$n={uRc>X zDYZ=cLGvPiFDBg#D3oN8_V8X#?*Fe+b2%iI8FQSuqAL^ziB_X%`wQ$Jf_euGcwMh= z!g7?@HdBAeLi7l&QYqykv&#&&&lAzqk-vjx`96Iaw2~8OI4P2Yd7aPtviE48J%t+! zFeuqonzDOx$=rsgt9VDAk&os#HTmQUBYa7g-T0K}waM02$hf6wJ>K7S@a_h`(^+{s zEsqhQf1t^&ynQ%b&SdqAaI=E3=Ft9hzLzz``Bw2D|80Reo#0WDx4eOu`PQ91$zRcS z01Mnrp48*I2A11+O7hp%6E(B{dLHSXSHg`w1I6dB#k3FE zxGARWbLPuDKUrrc`eY0=lELpoEb9m9Nj$41t6$6BAHubz=#u>M19{j}+8$tp&tcVz z4!^Nea^gHHf+Q|yZ+vQC<&IElsea7^=IXP#nDQqnQ|llZod0!XGalvs^+zzY) z%WvT~Mena@b27g5uCiRic7^24(7DCm6CAspHO|M12SlvzapoHGUCa}o6+u!JdA8o) z!Pe9$3TwKOW{HuKH#}=?E`?uK$=tvnvhU$3*J)X4Q=0@wLT?MsJ?4`?#GmBGdXiMd zwM#9@fd$bz89_UeWD7RD0*mY>dD_**#bWm--WSKyyRbFiaI3NAJ2=;uedfXRDG~W- zHlC?{b11cTWl@6WN8{$91(D=19RH9`9cY$kuluum6+I5c;L7lN%6KoB$Nz)q{-VVo z(e5YOCGtN9w=wk3ikg)^S!J}H`dugvf1=$sqrFYSZ}of`>#reIVeC2E@$7zduNYOJv}Fb z+?jA}tyLNNoDPNTx!Hsr#q^(w?5Q)bl4n=c-$59>g^VZit)3Vc`wjK!bNbrn8YVkI zdhm_hlX;y+$#j^fz8^w3-#e41bG`p>;rDZV=OGdtGb4@wZX3Ztx~}JXX+VIJW&l>)b(XC4L;O^)w@<_U0w5GltE#`fL~N z8^W{^UD}YU4_1Cm!b33iSz6bH{R!kw&E7*v*8z%4@%Ubx+90as&S`Uz;%I!&Rd!Ze zj-g}n)g8-|_b1`^Y@2l+7aDoKey`Iu>#rv{mg|s1u={=^f33~Y&h3X|Rav8MfnPj? z4U5?1DlHCz=O=9U3NL&VqK%!?o^;#!_}dtf3`WT$m0j(r5SW#OTSdHwVY8k+@@?#R z?X#P@oS)>mNF}!ed_J9R8nVWv{Qg$a=ma=#;WMY1KNiCD zV6+gDlX%3_+7Hn06XNre82B{a|BU&q%mlUdlzQ^7n-7kMM?=ytHFi7azhcylEK-Tq zsR6lwG}TF${OxD*zXvh)BUh5Ej9UiZuhdsvw!I#n2kR?&5-S_|8hm)n?}K>P$NV{r zp5u7tE@!lGG*`W+V#yyqyMqN&i}PN7bx(m$Wd+Yqq`Ae_%Sq&Wk1gtB`#Z3#27}~K z>rc1j-8{m)kY_ttseB1WJ;^4?U)@j4dO({xr2SU3d=jfl<5ixBrPjiQ?6{l6hF zh9qM{GPl1#uFghWhKr?n!vT6rE#~QZs)94UAe~HyZ(`Q%=9@L_mi=iio;J$U286_}LI}k-doJvco=gA5L*@AzD{rfm0nB?EK#y zPbJu|Mbl1Rf5-#QW#i;5d!8@eMZ49;`IY6S@`5RTDqzzV@gnuK=Rmfdo|il8Yuapq z{mFWNf}L|0vok+>mo(iRZ*1&tG`){StCFXy@mpx!O~ks7pS;aNhmfEX`;LTD?&sWv zlW&P3*{{Hl5i;|or|l7Kxi>u6oPZU2dp>ZKoMpVMjRxH zT?U2XEO#zXUF9mQBCmN$kB8BDmY8w_tS_L^)3}i}lyxv;0Q>yR4{zngd0Jo24EGNm z7l^7$jg-2%Q!rqaBgqu-3{=yKvNK>Ki+>BBHhl5}*S>3UE_=r=5J!@o zewW$qMm{jq=zl^q_gx!fQ+bFqW3zQ+$^E8-SuS<2laK6P<0s4F2cpSHZIT5m_q2wa znJdF!vpKPpPu_IKRP9UC>wVsG0d#UVa3kKm1&eR_;1On!SB?CYzEfA>Tk)VTTU6x< zsg|>!qpjh1G?|9dtryOGK>pTryPcn|CFdmi4>Inde$F9N1#PPG+N_Wsf=y?!>=4&M zXR&rFU_MKd^YxaM*mrtYRcw2kM8Dxp*1lI3x!&W;$C3957(A@c-+1B-T9=?vvOu=i zqL@*?alAK~D?%l9%QZ~{uQ!^*!g8YAoy@UBq>btywORpL$yIyw~e}&ik^XnT#+Ef0Iq&orE zvHIEoPT?O?NRwoUC^RTZN>Y)clA$zELQ)}VLZl>x22rVGC>n?&NupB529-1;B|}1k z%Ix}n_xUc@InMh$dsypU_gZ_u&$IX1_zpRK zJ^+c2#nj~@WKMqggQs=H*GpNcue-nD$iX;&2x+R}M4r?B!#BI)Wu7)p)7C|(g@g>_auAZdptN9 zRg2N>7Cc!fN@OkD(FK+m!kR^K>H@fDhy73ZpYscAsCNmTHdnhJwtq#!mg2?b#))Y- z`mZ*!_PC0&M?iNDpWMx#*NHmGDmjvV+uiLVnjDGgd9T#V?|(4*7?OQW$~XAVp#?L@ zzp-tSPc?bXHBe2?tn3?jS-)*Da6R7F*Has|x)>(iwV6{~PJzjrexJ)rGi%B$a}cZ- ztNAcY-eK<-U{?u7zp>hlTKEd)ZE3g1{5RPqvp@AGmhS@1tb`uVCzG)*Yc9(}DW?JL z#Nifx_fzTzZ4Y9F1sIUL+-q^*IT~(-?+rXMqw!h%wSiuKhjVu79U^LmQMb{%FImnb z*$x;bV?ey3gr0MnU)I|cC+9@%H-c!^tz;)xcJ$<3e)5pkBvE#_l;iJHm8v7^+{-4} zL;JQUnE1aN3!l};deNSvCY@4@YG;0a847eD@Gx7u(x!#Hpt?Pg)|B=|KTQRZK(FrzQK&0v!^^_tVzucv9U zZ%kDq=U@K74pYR2A}pOeqhHWtw6b~j(b9bFe(i+ib1^L6(7x8!9|wa&xpy&^ zJRH-1VY52qxP$C3u}VvfxtFF>XqK~5Ch2!DlnzyY0JM)JU#$Kf_7v9VtJ*q8-LDGd z`i=#z=iQ^BojoScX!8Ys?Q<3g#lK?AKl)ngch*8}XNB2tdQFQPU8}`bSDL$A#71AxXaRrC=^K}jpb`Xr zB7ZqDuH;R}>3Iu0*7K^I3bsuvw}=^S+;c;U2lq!{Rx)w@ z$!CT`dlNn#NtUd2U8UV&Bt4HE@6mf3Hu(~B`?Go#wwd92_WtDk@zHwEOrRModa+1y zi%llsr$*DuwBCsvdG?)5=3kQQX_0@XzQ@z?F0-kz;`sG?8>D7Ya^>u^`Oq0c&h8}7 zTl`b}>?UU~b^4JYxv~z>&SfNcQ)C+kxrS<-$ zBR%c&r({ch{|mJBICf^8;7FXPrMLSTTlY)6g1ggzQcB zChYt(YgfmjjK!VA>s|0#>uPVDJX0@QS?&+zI>53xU8Z1dPueFRbl$w>`&2UfAL{Sl zl{knM=7_>i;_SPu(H!EBiJNcofjnQihh4LOASXL5*X~Fy*5vo=*yCGLwi4@}gXO7u zO~%A6_;nTB4#)gyER}o?zp}(R?`tW~VJz#?Z}a_cxI;`CzW$ zfj@}uUx{$Ph$^q*`3w4P4Yy_5X^jU*iBPrR{D8mDfXW06%nITgUH_Vu{!wy1-0vl8 zp0XDwXC?Njr|dowlp*zhY7AhpaWwf#nY>HeL+0glYs609tNlko1Zd#%Z0P>VGPC(h z_MuL|h`e{nnXEsFK3TEd&fKp&OD)z{KXNa{roz1K0l%NXyPV~aJwnse%yX_zO64rL z_h{J?V}_8T0uA>WMU&gO6U2Ivc$rc+Kr!b(l%d-inhX|=7U1MK$e*gud=IQfpBoBd z+i{T2j4!KzTZ_px{C|m3$q@Of-b!O$SGGzXoDm{L=B%qlq-UUcI*!$cTb_+A<;QvV zn$wTV!#Hf&U%SaBumR(n^MR8JbY4N1!R(gjY~JgPGI@QN|nOv5=Mnf*)IDJp3_tEAA~ zKL)zV!&61H_!HhI=;doOj%WN%_QUM3?5~gU^m;@*Jywr@YbkjR%V2H|{Uon%2W(x6 zmC54x2$b$7+h|^pH=;LS*kHU$R+t*t(4Bqzy7C_6o3Pc-w4TCVo7q37@_ggp9+IA< z&8tP^-+ap(E}G`M)&{;D#Fi^@0$F~iMgEM)j)B#RUlW#S4{G^{3^jZ`z7T{nJ=p|p~?*$`d zS4_JQ?^}>D&*?8Aok+SV^jt)O`*~_TJbBev zI8;3OL#=Pr9%(G=XO^=E2KQ^Z3r~0v##icd4okm;Z)5S|2{XJouu6`}8%ec-PyWci zUxj2vapHJbO=H`vbNfx1AGCZ&fsQ-1@e~b9LTo>F%?X}aQ(r}E4?}l{=$+F@Ca^_G ztQbY=&*3rz1Cqru-_?#Wq8_iumw3P{#_5&xI+KmEzHP4N8+h0Seh zWleEb-cHs|@**9Je+#ud0N=Lh>vVpVl}IJ{|1h+RZlTIG%7 z?doMMaZZ^?6v#WE>tT4K$kP+!Zh*mV{5Xu3D@3Pc+sZSO23pPe3a`8S25t^EH~3py zW!d@ww)>y@!&z*zGMDS+WD;gq_=!9>yF@R5&t=;CRqS7eTgmE{tS85c1Glo$7Sex1 zuk*CGl#lPv66fMY&QtoA#U9q`30lp0dUNSC9D^>P$s2TdiX89KF}tLnG7jZk$wsX# z!R+4df61oPAvi*WyhW@j%HGK}`#iszPLmCOUQo6$%)f+2&OOQM)%JS&NIN@tOy1zO zCil-q$AkPF2K}X2^8)rHlU8=9*CFwA*NU65Z^6Z^P0TKfR{ZrhKAqWFKVw-=-Ydhi z>XKyz-sY^j8f4xkI(|uy3M^MftJ&!{gN<|gai4<7m<&U`@V<>c+F{pTR&NTGw_#nH z-Uq_C2X7z1S{?D`8?(ZmIME$X?!t%%AT|y2{{PhLUyM7MeVt9}XCe8zn6iy_J81qM z6q3F5Yf@asSCXyZQhnUY(=HHK?={P~#$O9~@#9b*NuDZX&71Nnv=}Iw--Czi)G4l) zkc&7qDM}ZJ;@kT)Rn7w!ojfVqxAQz-_n>`McwD{ zG^as)gipy`zlK)($k>Db+>Y5lD0d{@-GFP;d0GQ3?(X`2>fI_jUBaib(&BIPnctK? z&>Z7FvzhluoiiT}rvC-(w^#WwVs^5#Z} zAy~QzuP(*QVkAp0$eu7iQ6%pGr;F&2j2y{?&{;g24*z6G+|Q_)Cq2`(mF%uNStI*f zOR?AoY%_<=Uc}-&Js&O#T+e>V&{v;^uc}wb{nbW=)1m*VdjJ3S_D&qy!-jv6GN;2m zj|sPteEq1{5LF&!a z@_i!PP|TYLkuUh;k=j{Ll6K^53jc5U%6X)o$x~0k|DkxWh2{SCGe&Pq;9ZVYzV`PS zShfM{2D*}5!LPE%H~5vTku!MUD0)Armx{2OMvCwBTbpz_2Wlj|Pt)5w1>ajf)ZUd4 z{!A=+AB(@#V)AZ%igR#zKN^P zuyp#!X~zH2`w0IgnnmOt_9HZZNbg

    sJ!pDGJPFosp!-o0Y6AEyE)ZW#>z@)6&(O z)x4N5y~vZ2qa|l9RUvOq0T0WzYQLO_(}e}+)2V~jvU0tV==eBkyJL3pP~YTA-pOsk zmjNQdF8+E8My_yY35MsqoeMB=E{vP<#;nfBck2IebhPOG7@0p~-|^%uqyJ>f8UnLC z5&i>0<3yMj)jOD+b7jT0mvF z@%UNn%&D0-;Y*&QzNmio0N<<4r=WHcHebuaOX!;K<^MB^ybk^PWV;*Y|8w^T?KDy6 zP9t0y<8t%u_5|inSz0?WtUJw%;LR*D_Yzkw=L0oG`&}&44aQgCQBHx+8<@y_2b^A^YxWN23Esz~ z8coZ#%3g{iKNrkn)@Y@zF=RHI?}pc>G&q=T^7i;Oy3K&ne{g#lM}8IspU~etIvr9l ze&_vO^2{gWQC&T6qEGg#-eDvx4)wgXtgi1uP@PM^)i^c<@@*h6TWfbKc_eIhlY0lt zY!QiW(b7~Je!?ry)?W5KFM$2|?qt}zN!HJq;!?5{EEoCPkv4llN7L$NKGso$X(?JQ*8c@`E~`e)Q)$IYPm=Iw zDAa-3Zp=ug=$EvyN7<5iQw|oJc-v0x7h9@Rs#}Ej9+z>&nnBS`Pp!`yAzA^d%1D_3O_?wtvv6$OW*hN?g34R?B4Tz&Pt9M zESKD?>v-35BIEuzau>#ZhE4b5)CPTb@x5W3k@P-go^)qDoOW| zHmxg;UC4Ti*?K3OvX3+w@Q%Q+4{6;|52rz;5llvtW*1HF^Z&!_FbB&I(!;mq<(G<~hbvV{ot(h~B2FJ5?Mit4{WXuHzw(uv|;>zOUvMSDR}4eB~=^;UPU|` z%?jtN$b47tla<>gCZCPHd*GVqEc4i^l^Tu3k>NNo$ILh9jh>2oXRG&(+R0D82yS_k zm8W4j`SM?ux*XqkDEEy1lKnp`)QZuiv^Hn)wz2s63mkIx_9uMjB+>9wpa15u$xAVx z&7R}?8zA?OQrENao1*BsTFI%=gLu#v`mU>=c4FUm;`|@1{v%0C=;tBrzQ%`+F&gL8 z^usZ~pBfeXUB)=Ql@BHF&lY~rhZlT~2^E!39)g*;@dbN~!phG?#}eAAqqSz(`m?gF zSf@ORN((^$)@j8*_6E+$r zMr8eMHFX};UwOSGJ60WSPGyxI;!jTWuIp+Cp0E@0*7}oof42Xd zrmw@R6Ny*B@+JuXYsRqzdS}sYEaWC*?u=`#4X;y};($--G--;^HZ5duvQ};N? z7A=^y>=G5Srt~!BXS%-!O8K67i2GNQG3zCVi7v^pn|}^;V_wJ~|nldg01& z99fMK?}}$LNc_9#dMR&vjwfZ8#;xQ(O_}R3^(&v2h`68O>R9okzd7T{TG<8Pth>p~ zd^!Xhi=L&}s3*Kn5e2>>%kA39X#hJR_9G-$@Xk%zN&eV%?0h_#9)?XFGq!JWBd7eF zMW$xF;diyRv)t!;XiTS!KzsDm0!wyc*ojIM5d*T;Za2QvHu^lwCgrudg#F?T^&r@~ zVEo!l+T}Q&Q`NFRH)ogp&95dapSPzU;_LY$(w{zOP00J0R2_QLNjV?V<;2?;U~-%` z+PHeT7pqm?nMH znnaW1$au3zwOq;e@a|0786w%+Bs`4$x0&x{HETQa<)pOt{C^%T7PCxF-<MmF0AIsqk*K~${~e5HAJXOw{5h1A9ku-q zE%G!mJC%-S+1uGQ*~X_s@CO>qfo3gjFLOWEs-?eL?j-;G%ea%=T{*X6ut>g~HU88_ z*2ZTQ=34)rbiOi!{@Y}3^Pn0SrX5GMNt6}eBdf7*V>(qHq%i&ed zNU6*MkNPWXuNS(O9I7AS_1$92uRLs-9y*FzzvFppcak5V7Id?ky%GJBO=~+_Wo1L2 z80N`HM&cfjIfia~)v1at?Ul?^pq})u49ky{evO`2s69~B+>Og)c-W!JY!EX$iWxP? z+)?y--{>+(KUMkMr!4s@jJIRg6OdiQqOZVhmo^S1+Z!0(UAg3cyMl%CE%O*`8OZCN zg5VlxeJ>h}fa5lLUarhWepSKMv7+4ag4u9(ZhnBHmDxM%)?4zm>_8i%?MLzMaJYWJ zx^+c^QE;8i&P80?!ESxvGf;H8)u;2!8Hbc3#cgWtuU__MOv1*C^>-F~KZIYc)UGJT-sf}9 zJ!`IRF*=nsA0I~gt3}WUu_1d0a|(0|Hf^M>Jp~w#rvKe+-5OqBktexa^Nnye8Is#S zr-4nR(PW%CrNA%##F~%v{~ezy<0-~WsQ=6BbCych6x_?>X0u&S_2cdJNswKwH?nHp z0rz9~pJOgHh&K(2E=Kjw}dI;T08QI2?DQit`Crif3oSAer*(zw|bZE5`kNU!@o4#lIX+ghU zB46@#wH7g28+r1iqOm?N#iQ-4_lcGUizE3S`+-&#K|S!V*7CDPF|4QkN=S|PsO{jd7g&7>3(^iztrL^k*GR$yv259@ZfeO z|DaDX=*}?nE=sTL6{-u3QE+~n4!_g#5dZ(ju6HQag`CaAjLa9#!ivLbJQIp7pgSGr zD=_sHCH`X(9Ev9|1d23 zeJ<4Ifn+#tIoJkf?cwM>LWaDqou3$ zQI@68XMx*EbThj*GiI!$Nme>tNb4V9@sIY;cfA)o{6XhrQ+`GKIg?zQ#psN=Ls&i; zZjzI)Druh5@^fAfSt7|oT0aVrnmjhU(gwq=7k1?&_-e3Og6oT5u)zrN0iKT|?|4>iN%Q2c z>p|yw?k78WviJT=-euVLCdnG>XDzFZ5p^bOd9OB;*Xm?mlwD>6Ns)Yi$$hmM0yX*T z2<_&)!3+6BP9({5>@}{JzQ4*5~iy@gf=z zgHb=YJp$33a`K57+Ek5hZ2BbsOZMRzxKfUX)i8$U45Y7VyNb_sBhNlD;zTHpBUx>6 zHD`M#tNk7BRe(%Rf4$OQH)?0K`G3yCuB_$-7*}6^N0B$rtg{C%Yf4^$`YOoQBw2lN z@M=+|In63T!?aF=unVit}pEj~%Bx~>P z*J=-QrX@Z-O!7*s+}QOK^gPk;#P__{T_S>9g`xfRbAl49SnMbGWNr8etnP}thmpMv z*4`j0CF9jtkt01{Yb3p z%ukbx;a>85DawCC_nc0(4BL9+{ku?j6kE3HJ2^o5V%blm&6A_$O20_=TB64hFgvr_AItAZ)h(lRd@;4-2!InpO*dlzpl%6NC)Chh$TdM=usE-!@f^)JU zj^TBuD)R~(w7~WK;q#y9n_PuiW0{%TVPe=Mt@qGh&eCg2%XY9xPR%F9s+?Dn6>T}$ zXAD~m)U4S~-`9b(o5W^$PPob#a5h=~;Sbp(-4X9fLb;_rw`y;X zn9zl{bS#MSBgLt+3r4te*edISuE3YM7?KmM-{!S>{@feSv#R+}-v9q6Gyf}M9A7Y= zB&%snD90Ix*%g;2u+xt?y1_g?`IkRe`yH}o20WC#dMWd|>)pkhO*CC7 zRwUm^@;xU%^&c$rBri^mpG4^Uv_DmpN(S3Js~CzmeXwSQHg1DN3rx;x@vJ`ifgD*` zIR)Pukzlqq>gl&4DawiTdGmDw`|qLUbbaoC&u&yOEJ63ZY5DHa}7Om_Dnr~omH~;YO@{9Z{sCZwYbN%QTne4*V^o}L{xZ)l<&f- zs-Eg8m)vGI(s4T0W#83hB2`X=J4o$hD<4eaJb~|xLxXT`G`8lX%ooYfSk%a~{0De; zRjnnbdSTvM9k#RBKc@~C$Is+QPyV>uSvgr5U+4W5ctBTZ7vV22K&%Em_u)@+lWkCI z1?#WD|5lLrNxUD(PC1eIG?qFC>dD?df?PATaJ{z2X{EE6(4JS`BMPmfX?D{OCC_}! z>IdgwF%TBBAb2kutiZMd;C+_g2f1Iv=+P4Hm$A<2H2Hu9u4C)x=<_JnWp81!s&>-D zalAg0V)sE9oi(7DWhS583NmCaGE0xiyYo2j zD^?H%vimeE?!Ko_)}OZ1<2}apNi1BKJ@W1Jdwj_*`>A44PHlKfzg+9NnAB4t{ju11of4(-vYRLqODB8gM%L>>ue<2~rt8VATnc8p zSS6U=gc&(?GnwcIV&=d6Xc}D3(q7iHU(QBnlHhxHN*l?hXst6urkHblA^!9fDNcsb z6|OxCx!d_(Ynb;dh_mZy+8jdpKKCc@=!+k(v-Eg;n4{-M**>Qez6{f>tRAcGg=QXK z8d2-O_hVRmYId@KuF2I=1Ty)4lXErI~&wnuoS>y$7B0{jnk)mh-O6yQ+$A`JS7o zlL%Xl_vYlmvSQ#G_a{Q26g!uO$!Rz}5%M{+eFZ6o@ucL->S|0qSUj4lwNtS52W4W5 zQwwUH#dq>XzBX;Mg7*ffwuJV7Y}yK{o%qGS@NSAPhp@o{o|aq($wTuZ?ejL{F>+@f zP@Lpf)96EZ=l$O=kSU@6q8M?G_|S*#N8x2o2z-jB$z9UT&oN}rNeTmCR6?(H*zZZ7 z@5h(2WNEJLOE5UQP^R#b&ZLOX@>t8hHi7$ys#y9(kEERj@7@b-pv=P9od?@T0%Klhfi2t^Q-=tI5u1s2^tTfp~H) zO)QAZmnxB!%2~Z#fo&hdr2R1d7wjDi-Ba|FyQuZr}2#MC@zY^?Y1c=HzVxsAB?I$M=zkMn5Sg^k-_*8d>XfHYkpmNQPPV$ahs zegGGj>!SWj$8G+LpXwg}?SdeKAhAqt^(Q zyo40*>Ag3p?q-9Ubp2W!T#CB`=yowVzo0`-h{$f88Ty>U3d?zGT^c2`dlCIE6&V|e z0;P=SP3TouBzQ+`m_+xt;qy5k-U;&^>OMl6X6{@|o`p2aX~@a6_JwitZkC^|>>Pe@ zqcM0ku05pPl4My4^~aR|RLcwSzYvDydB(GPU(eI3@z^6tvst;k2Y$wkryMKY50PTD ztw+LS-_G;w{akI1xBW0IJ5=%nnLig5S+Yy{Hl?;0pT@Cpp5qQ;-`y-Q z1a^}#>or%;RC*E=v%fW2G;&hUK%UnUmn)ca=E+2ToXInd4|&niS~)_AtQL4v50|oA zMyTfXrY31^8g>-qXeICO^bAt#=cR5#xwPQst|teqKRW+zwBJ-H&D zFt
    7)E?fxzDwFpa(oSYZ~sPb6{Xv`4V%3HV!tUR(IbA^i3Q@_$W(Pqlv&F13b5 zTNr+Wp*t}ld4ld$>q!1L3pd;1$hVNozVbi#K?k$ahoE(*YhCg691-vdz32HxveDcj z796bYQ~bJ* zmep|ea%gVDf|lC43Km(Tliag^<8EitOm^h}$kkAD4x3!0<;1f?MEC==k+liQ^-PXhXYu!y}w4O)q@ThX?o-6AinaTNYmSuCvjjK_WtO4GDZJ~^T~$( zv$l@ZS0ftt=U+cSb2Sb;}%!WzXTO5IG7L?`5C4#@_n+->RQuT|ZI(*;VtsHmAVzM$8^74*W;Yu5kE* zWNY-ioyHII=*QJMtRU)Vj4dMmj#EG1uyZ!l)B3D0I+gU-zwUORM_Ihv2JOs^@{Z~w z5*@}KEyc3a#pj(YoSkzy2l;Zf>+|rbaIS`FL-p8GA32wNk$Us7AR}we+NjGm6=^UU zGN01p7pT9B8QWmpTfL&9SWaS2=F^pUI0<$ep!66^jG@b1a!tXoCIx=}AKPWmb5;zV z!yd^^yNm?oaVUG>lR4%c(X$mMpCH~0BI9;_XN7N`4ZKRPuj#dq5--*G$R+D7;ti?ie1ZAH@S%vv^!Fm37cnv(0W@-FqVezy-#$$7ft#D<44 z@!J9hUq*tg#@u8K{eWf-Sl|${JZzME*l0Y1MR)ScUSEsw?KwZ&{eB;A{~BGh2E4MEUR}KSnAR&q*gLRw z8Be{QOlP?=NbJo@*+u;3SuLK&-*O)7Bcy!=0{PyQb-Fn|5%~c2AP%WB;!u#V{<$)26y&S3~XRoa?vrnH5P(_46-$ zukrstzLlBl8`{kHoh+^^;jkLcIbW(f4UU9SH7F!6@ScKMX%Ra}5u#3o_?@y=TYH`S(0l#K?$;r*be7;YV+kiFkpi_+9+l>yr zc-t+o+7BMhl(`rt&uHlumdL3In?-{9c$j^wU2$XwoeJymAcz-(S$6JacW2hcT}7H5 zq^qRmE&gw;zr^`#pw-@dHsjF$SRy&6$|{jn-5W8sFK>MwY8~+H99}t>RCz~{9Gnxx zr8ede(_!Jdv0-cqjdon*h?M_n+`HdIfEnejLYtE0{O}eY# zH62>T@p}Q}i>iGf{=81g8Q4{r-XDu-Sy!CB%JuZO+VzgcygZegU_8n@=_{1DN9ni8 zpZC;1)rP!h_J7lMH&Km7T_lEp2Pde@s8HX=Fbq!>Ev6)r^DDL9Gt>}nfq3R=r}zmBkEjHGw;uzrq_1tI0PF< z@sxIO{L0lM#l7Mfw1)j3z}O0|R?==K+P}w_ZiLJP5}wJQFD~%=oXYZ+eio`-hP0h= zs2#g}58rAKTUMZZ^7D+6Q#syJ_|l#*{C(vmb^G zWU2Oir$7By(X9i#Cy7s|u;fZU+nnblvupB=EQ0cnBHH1!zeP_sX>orRxJh)|E{eBc zvvodqfz+{3T7i!_acQG}MYPg`rCJ&X3d3yzor}SDCpN#se&@1WOA)p|-~5SXFJ+%Z z-eZir$ZA= z>NnQ?mBzbhm-8G7!R|QxZHF(PlI=14Np9UoN!}b9IahYO(dkLH{KdVs+RhWjqhOE> z(Q|or4K{p2t$WzCvhu@Nw>|E5#`?mrY^Il-^q%)(2eWf^I<(hgDLqahTWyiPF^TKz zVKPkTvGr4=%&BUVM2(ymKZ_TX*7C8qvB%Xg^ zyy1V?e4{v)tYwGml-kB4pJB6P@BI(=zr>q7Rr-LfPuD^%SL(3;GXLj1?SU*?2IG?9 zeRP2>f56DEp>!r@{l%xgQGOJUZVkVA?i7df1k%jaYC}An&x?+CwTo!>D}7tw`fRhu zJI%ezVBb#YEyToQl}`TN*04Mt`xcOHEm=FWT5)OmqHhzU}P?-%)D4E6TpZnt4in12!ePeFA}h*d%k!OV~KG=l@uJujqQX*zp=% zGl$Mwx?9Dptb*w%5`C+^8_C#(1Y?a!ZCLv_X#F5gJVC~z)lP1ck43!hSb8CwUV?e; zXu4U9%4yG!VnQ=`Zl`7Pa+cx$=R#(azh=U!q%pHBf4EiOE0xMENw)ucIxE} z-!Dlph&+Sgz1H2gSid(u&e2XIbHc1+TS}XpzV;_wjy7^tWP=~r;t*`fF45CSeq(Z#JP})xqjfoSzB7JxgIp_r=h;nfEc#Dtml{Rh#qk%&Py@=@ zu`&ur#uyRjvPu{2&ZO5F`kun(8}*-=`spk>v_R*)`~O_aea&#L#g-P>zfIKniNme~<7WqrUVhQ$~rN?A3?xt*C7%#)RTSUgudLPPHcf+Qdw*GVdIlmv$ z@~y1hRqqcMaON8SPbE(u^)h45sqWe3b{|boFyqS!xA(E!?;==sLuY(pN#Knxd&b(=hS23Q$N@z58+}hSLQ9-$vGc7^Wb_ibd!U+q~AaJxe!;g8{k1c zo^>t4%3c?-LS^(%@nIf?pfUf$IG>>7AkWXX9!+4(=2 z?n~&EUEGt|;dC(1nGZ*@q?8owr=ixq`@p+1g1~ID>+T>&~{B4-;LWJ!2C`z<5!Auzs5KUc6-vcXi= zO7{LI$MiA$2yWElpbJePfz%+K@bc>;K^0Pj(e>nRhK2hpSGTsg8-*{~u^^-v)SzJf>oE-$m z@#8LfEvBtHuxyIcAK~XMTKEMrrCInxvG6UU)}8z|7!A~aPIeeWw_-}YjR(ohdp_&t z`M|-jJr(A2U|mPOCwNUcdK`uC*&9-ucFCXetk$v*=T-e5$HzM8eGW7yVa!jWKw(U& zz&5>%yfu{mo_=|=(woi)vh!sapVgq}^PIw%yNt~j!!jp9j==I~VEBm^@ArExZJ&eY zcr_RK`!@28!rLOGp9HVFVE+`WjHCHrs3vP&@;Cg%TvA<7?8|6=V+mv9&Ul&5l~sA=Q*rBhiyCKcT*PK3Y(nOw*zZ`*W$c_ zDAL6J@?z9%%u1eu;k^A^{p`V?H7qif=lltQL-A?|97`CB;;R>sc(YGs^x4BWvq{-2 zp_gaOS8Cy`0)Nam)a-Gt=l2RN-ynXi(b`z8H0Ot3hzyxEmSpW@|2hww+QFwRWV7F{ z6l-OTV+Fo@pMJA{x0=4LQ0_8lmDSs8TG}BxS75bM@%%zp^F8NVGE5eC^VB_0!KP{> z%=iS7$wyP%$n!3?=5(-jejX4DzsAXR${mL_JCtljqE&3zpSNT+XDKax3)h@0J=C>g zyz5r-KlUlqy*%D8Ja3`ANw9wP}^f#>A34Xu(zdAN1 z+u1jGe?2>og=T3Z%oh-8#~)|V`3RAAhiln6_oY^MyLy z^!u@Ka$+Bg134dbHA!p}q(AhG4*Ncv6ag=gD$&y{(3NqUi7bdI@KCiD=cJn%!wl`R5{5 z--Qhg3t~&&CS+yl{aP&LURU#=ks{f(P@lufCHPL(t4-lq_p;LjxF?TT*03H)-+gK{ z6n}Cq#AV{eD4O=*BbmFe^s|_rH{n8A<+nlNP=2wNwTftKo^lg0qO1|66dOH9+nlUh zjhyAR&<*16;=!T%ID*xOv3S<5_V)J!_%{a|j?v>V`kV~I%6xPiRJ)7rpR#h!yv!Nm zllf7;Iot+`@8P(UC3gB(TlwsV&Ix4CK=?j7JjC8vbDc~*#c7?jIXCdfnzX-9YuWYC zN;K+V7LmLuZS_&wH>71ye?-}R;zF_wEFphG9Q+M0a#T6 z7~$_pwC;_teXE{#H7z?k#jMVmt~h) zS$mPcvtB1Bp)bJY`|+^~`8(m?Y*8rL)#^j96nuZgosaaB^K#zMb4K`=^mwruR$IMw zW`Prx*eE7k1oz*dwHlKu84(BJNLIZ*uKh+vj&F?^qxo0%(C;Npb9nAiGAB2`1J^f1 zlm%vC)1bbeR`wH(F2IuJM!V#*J>92A@F33=%fKop$tQR7hb-Dw-|s-@IGp@i^gIg+ z$&t1b^FCwSE*SX(Jbo9gvKneH+vd#DXWZ#vynPeW$v%^Bg-h^dfD)b9=qSG{74-W8 zeR7V>Ga^EA=~Tt3O*nI;cz8FfCWCu++Z|>k8?OJij2U@G^&VgSi=5{umsRSsmFdW% zF2jbK@TMEY4^gMO82TQ`Z!#7x*HgaDEriDqcF4Kzr^9*{&p!#KS$q1QsM8UCAHr_} z8Sll#JNd-TY?;yiAwRoC-L(+QnwC36oM+iO+0l~?I8O$XE%|9abB8{5!{J#dHpH`> zIGgVwpKG-ctlQA9DR0fQ=j^0uO#8&uF5+ez?QX^HjLJ*HQNxKm3f(!Bvs zp2(Aqh5SG6enjuWSe;W6%W3OmZGOq`lL5X4Oy@wdD|_W>%?$Uhq*Xb5K8#$YS#BLq zYf8dj_;+Sj--Z@}p_d)2DF-cD@h~6Y>8b{bRiAUefNPZ6~%#?tv4;yUdj@ z!r?8V!a6MNEtcHKlje~jr=k|Y~ zie_>fvG+FqmbI6EVPyjn572Jj1XO{@m+YSBUdh0ab7@W?#X zzvoPjj(glaA8%)}an3`&PQ+-3q5I&|kau0=T4k;0{mAcHtB6T?Q{KQ&AO2f~RQrkI zpJG|Oq_6g=5&Z8Ua~qnU%xl_fw;M_G{`ymQlJ&H!7Q3d~? zAJopf$S+;XDN(htAv4I#ZT5raYw&8Lm7Yd|+HmMaw(=0^=xW6Rt$MNXvwCu#dzZ@52^R>L5j@hMqN|6%n~{3`E}`jF*kyh=ai)qltT-x;5Z_*9fOuaNG0 zIA6n$s&LA{SA(R{oaEwcWB7=y^W=3p9$I@bcb#aHbLzTb zcYS)j4wYK`_iD_Ut=HFhNzN)gQ)|Z*jQ+i7IhG!OU|4IiEX-&{zy zj%-kyS5AjhIrje;j#YWecBArsTJ6hI2I%QoavuxT&B`Zx-n+0r1P&LHXbaTNHpcwL zr?;}~(RjID&C6lC8ScqO*;)PNK3}c3?5xTOEamaxz5;IlB8p8TTU*S_>W-#t{1qM7 z@x_kXTE-IDwfMDm{(#SZVrQPEH7MxsHW+`$24(eFLVUUb!jIGSM%M1GuQ6iUd8~T2 z*fAID|76?qNM2o^d9!k+64fD|6FORA?ej1iul@<5%K`4xD)5=CZpq2BuVHdB1ic0E zoY*lEN9w~b>qB!s(_bumC{AZz^cQ0IP@~o%w9T{GJR|wfIB}MdHTy#=Vcuo>+`=NO zl^6@rb^P;9u_8Mqu7Ya5+poZk#KtGdmObW|>-lDOS+2xqB<`cXoauCydB}+ryMyE=SR|K6;oC=-A$I( z>~sre^uVygMU~9q^2W0S&&_#a#h|?2-|NNYoDqKsY<9EhsSr)x?o<5SDJE6WMpjx} z=cgn;%zDVX_~Os7c~>7Z&3R5_*}|gc$IxD=l^5|X8RGNQHdzgl7b+(}U#5-O>b%JA zlUZ#q{hkmMSu{o478y{~4oGU8238ocPvY)snh z^Ete1E+h^#%R5LPQ=vLUf8WA88K_r?2J=|s8}gn3(ZudLm^W5Ly#k^oY0}7uv4{_> z#S?rnUP>^*=M%o_cA)9(mUE4R8IN&GS?~tAO%dbi5YUL-IOo z9Y>?=ZEvQnWGws{nhPND3vYgd#mg&~Y($r7XDk*CrRje-RvqHW;c%{+2h;F6tv-P1 zd*E}Y-p+J2`DK5^y1Ov8xW1C%e2CbYQS$S8g{XH+Z z6t>A^e;@R}Hiq^kLnAC5q~)$~twNS=%6|=s)3tpiyI#nLme4GFHf~j7D30X&Z?dJ9 zfygo*Jp>L}4KPdn?3aE<)cx4c`{H)aX2=uxWUNl6%B(<0&fK0*xEZtCiDo%T{0{be z+Rt{Q*9Yb)KeA@lHg|?_p@NxV52N>FI@jP~t^GWJjr|L}pf~ATsWBS*C$nkx550?9 zC(!qBG38704t1}VczQB9Yb)OwLM1Wy8Ma@5xj8xa6j+uP0bV2XVsa(l^68?^>;B5B z%c)A&BI&JcoqXDVleHq9E7JOWV@@eHA0{s3bh*5hG)swh{V}%b1gsJ!;g|TVIf{kHzs9HnkSkA z;QE<9YG7((7FvlVjkR|Q{{O|h@=oLzSeB=CPL+Ft^o#X)2@9R<-c-7rL-O@lQUYpO z8Pmwjt~LoOv&1b*hFcG^P*wcS3g;hi_Gd`E;!4i{yVCDGU1&&yfyVNTIET8w2g~0f z`@v-CtCgJhU6_31Albs*G8kNw7Y@RsD)4_$e;?EAQT<;p(j>dip(0pT|7^pBoS#)e zD^-o@4aDviP!7LpV(WZ9I+E{{CDm7avzgBq`~85nULjw0L>@$|+FE!L!u{M$jC+#2 zjah#d+Yb;Q8tCbG-oDYe)t{};g~?H591r8f?B3Ao4AGn~a2$Il1AJflevWxrEpv)e zXKSIY7U#nzyG6c*@gp>RO9Z}{$4-Y(vMTq4T3P&Cf%zpw)U0j3%XnNIcS>mSY#uvJ z+xx3G&;NN}T@lL37c-rtOEKd?e7Rj~pW}TI(dRxq&57An*mNn$vnGEcT<<3HF}x=0 zZ4bxFu9%&5mxYzj`8zp@JEs;F_tz|=$x+7A-}uuo>`so4teC3|&5H2ri<@1s`yco( zEBI!4jr;Rm$=i;aB1}g$vr|52UyOpmBsT8L+dA>-#V5(5{u;-QnEhJAlHXR z#F~6!1H>A!&IhcJUF&(KQ_{>PyP&drZzb#>BVi{#e~21P$Fy5*5gQdS4SHY zUZr;F35lP7Equx-3@`_VGHnorW|HCk#Q{tSo4i!lF#&OM;o3F<$=?jKTA!=$F} zF5+W2j^YfStAvnSGKzUZ0r%bWAPeK?0f$e zMb4LO+nW^M!has`YR-<=X!mEDozMUC?dlv%S*pE1N%B8B57c9GoI4vI9(1pWDE1K9 z^8KPMz1w3#_84qot-J^PQq9|7eyY-o#D@LU{8cNJG3qhCmGk*B-+UNqFPgXHG=U$n zJtOvV5g;SWRlKPl{Mwoo%*2_;*y8Sus*J@hNZIo9O2TY<(2kM{1+Ac$ocpr?AjQSSG(|5uACOhB-a= z3Dz1-pD*ZLTpNqXHN@4CqU1(8=P7Ph%Du+Qi7zA6+=zJxh~A>&&kD z%0_{#uC4>c74Qg4lkuku8Im3ID-xd%ow??WrD>Qm1M+mKp%LN;zB^2*E5w`de3H1@ zgxBPxgS`F9dD<`YnBv%WBCG9G^K0K1o>pdmquo{#9$PSbo~zWE7*XFCemkDsMu+

    `6t%yDXwDaF>V8fkou_eI`(Jy$=q)y}@P{f$>O;BhS`l+)LAK7W+@7x0W;9uQ?_7(Wga?~57pC*#IJ zn3TMKKVn)|Hk_}8+ad4^Zaql1JfknhejQw^N1NqZ|4HdeyyFj=d@U9X*5`g&9^u+J zXcuDp4I>ux!M$o5bf< zH0g+qZIpY&U$648-}zH7{r!f^dCQYC0Ww$rMZC<2mlIm^&GK7(eO^S#-rT$sPloLU zuIFj^CRoo_Dr-GE^PA%O-{OAGWY4pZQGPDuJr@+jznbi|1pYT;?=N&6#U@krzYY2$ zvEU3nJuV_$i8qGLVNUdgIi zJzfd!+h8%kJR$igvj;l)wy$vI23T*zpzB4vCYX}_8Xw{A|I8-Gk#!+#>af?BT1m{$ zj<=Tnj@`Eu*rPe`?JUOhr@>e`Wf%< z*{%PrAMW~$XlewM!;9wMHa$H+f_KTBl{%lW{wciZaV=%1boHcj>4;6(BFj5S+O=;Tu7#lQGO?Dz=JHA-3P6(roCR4Y4ckc|4G}dRxONi zyCJ?yYmaEJ9Mp31RC0A?kKuJ>%Xx%3oxW^A3||C`!diWt70!k8?+`hh)=$&rELvR0 z-^;RE_TuG9=W#5shX#4lJdgZ20VD6;6HSwke=|&W@wUDYdxGD74WFBN=rZhRLXKjt z4C0IT@XD4Xdcd=V7Cs##66X8W_paAaqp<5)e|)HxP7`@cDxDmT7hw7Y7&$Mdvp`FB@>_yxm@?}4Eb)J4MoVM#DXNx^W%92`d4&M(U(||NjA?%sle;=OSg2 zMRJp#gXkYPnRiE5kZmp==DpYH@W@*03)ISUrDWc{m!F+#PTLN1l1Drz9ZzD_ZR9G? zYY&HM-t(M}73;M(k>1_OP+FX<&Khf=*9oTC5Ad|o2e9-r*!i8-i<5s2f6hrs`MzYyVOxKlM!uY{xRs@ri2*akfUM+MgsJZ+lkdP;osqSw)7gGp!N~al z**5d>BVaw&{P#UL{>C=HV%xb;sG`jxd~uHG@VftB=82olhc=UaloCtv0EVnyEI?h=Lm;@K_KT*|KFd~U*SmlQKzuv);LuvdC+x26w z%5=-Kusp5#QK`$}d$ph0`blQ+EiCYp`PT_#tg7B@EHC5!F!Q$gtkIJ86>#KoQs=$Y zJmc_M3@XG+@_zRoTx;y=wR+E*!XLzdwJ<)EEpOBAW;QNKv&Ou;raGBPJ*f08EYO(; zO;>9-t-goC(X^lDQ-AH`UF79BzEbb+>7%lERf|`hru7OUK~)@RF0SScb#{d2?D!h+ z8>s#eILyZXS@^Ka4C^B(cEISY0?q20?{VQya%DG6GR71Umy3{N9a~Rfm8a?cpw`ww zy#>}>q23oF#RuZB=PVLR{R$t zY2z@wJx-5VlbchKOX1G*N|%Alc9`|`R|hd>B0ZbpeP2C(ioG?Jz8>o`e*H!3MFpeM z*YsJ#Pj}G03u_dEMJ26dm-m_Qh1;5 z7I&)gw?697O0+gD}3%|@U}#-&nXV{^z3Q|n9&xe~wbhIUrg z=4_erWV#BYlC^fR`-^Cqydnn~FUI2N-FhBE%j>jwAb$K0em7uTF*vow;w=M9c|@oy3PK+RoFN3zW)9^u6`F4L1t=R34f| zae9N%L-);M*^@@Ab(oZA z+LPI%rq+_Vxdoix#m3{XGtXV}wzfBpW)FML6UmHYI2+{bkcI4%vnrCi{zX1Hs~~EY zCFNOaT&R~h(4S_s$Y`B&E=priJ=)b^k$&XZ%NBpL;dlC~E%waE(wu0L@3Zr8vzchK z)Tf*iuw0FwNbwK-4;520{+t8--`VOq?XM(tKibwZzxn?R?a3;3DHa`HFhXy|qGlN1 z5;M-`G564Hwox&AVjn0NAKqcx8R|^aLSdHP=<_>bU-r};%*vkAdf7&rbd{(Y-37)gE;wuw~ALuLP<7dOQug_K6C+w3{ zzYzPs*6Kp+K8aPb2DUf>2YrX4TYoGr)d#`l`?^pxJ>uFVm^cO+$LsH&F zrhzPYae?peN5>UxcpzOS@sXcgQPymJDSNf&^+jk_9#VNTb|OoR!p2L?&oBCW11wh4 zxit2*bX8FZ-dS*GG#3}Y6@k9jzLc>Wu-s$*Uc|4;(5(@Bt%6EJ*6*T4C9Q98-!MxL zxAN`!zFTI+?`6<=Sd84xb9Oqii|>DEjI8f{0t&NTn~FRmVKkS#OZexp#=aFtH}I6B zT$4OJ7x`Qanh#@pRnfFO=8oWZpV9d*{5^_&;ssfOeJRVG?syl+k`*>}-VSE1WL>Mv zO5Yp(KBF81fmCkF^ZR7h%HF=z6*?EjS@$&8?6_4NUZ`#A4DVs*4tlQ*yN_6)mmZso zCE0!V4VkmY_)EAPpjAa@{)TGuOJ1PwMZT>xgI(6|b;a;ENz`3bxtf>do*-)lpAj_| zuxnpZZS;RC2b|8R75^7A47M{#?_Dcarrd(!I;uZqV0VY(AEBS+9{?w5fGH zmpv=$dk$QZL9M9%8W{6X7WtW$r{Gw!C)8!V?A}Rz!mPs?VfLwoh4+a0*VDI+k@9_c zI1d_uePejoO7|-#>$!!NSNnTC&uM`fsfGBfE0VKyctK3s!$NH^ICY8VkZln5R3gVI z?Dr>&);2d}UBDB3>=yE@WZ68e{T=&K5BDqFJ%P+4Me7@I;Z5k|nLrVDIk|W2O!o2G zoz26NWh`q;cj_-sPacAFGBU&?&lfo|e`T-q3Q_zNNA?%z=Ne}>e4CPg3}($S_P2Dq zkc?%-pjX7pZ+TTTe3Bl6p`5#nmU?=Ftf^RjJEYo(m$O*wUaX&B+(LLb*1v;UVJL~~ zivh`da51f(($gLqPGbA))4ahPvXSi?yK)EaooBSWwRi+?zk%xgqTgDh9O>LxK3t78 z9`OGZ?Y3a!|1k4ZR+&wQihSWPOz(qV572HR$1F_ObhoI;`14T$vBeHQL>&&nEOQE~0%5kv$^N&Dx%0W?C(ZHOIZI zT)hqZ-gNCoym&#h=p*L-&Mx6--nTx2(?!{(6%M4zQVX(_Gv_?WUjK@>KCe1LwsixjW(rdISGY25eWQNZ`MMDr+4;MY-=uECOql!#=TuW{&ew`N_ZF`9CCh5EWIsf9;-(VP5_lZL8mUm4 z@1Q%ev%i*ERdNP|v(k4PR6cblb{<4eX1Cpr#-0^u^0j_X6UV2B>2La}j78(ciJ2t- z8GcQixrH`ead9VIM#6KccBRcPjacFg2;YWbQ~h2@>Z|;^)ryIu5>N=l0$mzqAw{&zY1WzGFX zJm?s<@92s<+5Ih}rk3ru+MVI(S-4$FFZqr&UfXoXAm1~!iX6K5pRMtFmwY2v}`}<(XpS1$ej3u}7V|k_?^T^Mik= zK%qN1rm|X5BW)$)d@YkR^9oieiP!s>@7Ixfi@!&>gXpNo8SafY(RGM;nY)72JJ`VQ zqs2p7J&)&Kkh>5}vc~pvSLdzP1PI*eNb7c8CCp9_ z;Q2Xv>IjGI6+XrPb<9z}nn7x^NS>W0Tfxg(?qkdmcwI_lISj)-r}F|bEiv*vuKdydn`O17=eGUe!A z9*&Bb-D(dt?VCF4Nu-@EzA+m{1Goag-B>~18LlJ|4nb*%9$e74bj zG&vq&wPXhFLH?}w$T!<|G)@)CmSS$Q&_2l8CCQmLjL9m#4GU5;<1<>+B-^K~_?;FN z`DoUN&BVRrDQiu#U(FM%d`=$UtU1}i#|{_KDmr&d!3?yY9)>xVs>vJuEa3q=*&=sv zgGB9-Y&ctAZg_#a)a&&BIXT{^ zPh(7JPpeO%b%QuEjs07)+nbO`eXEfo#s(uVhI{IuziWQG9KM@z^K4oiL(|p}e4k%E zOrPW(F9Px3;9ZTq20E8W_Kv%lD$rVvHOoZ7)b#q$UB&}Ex*Kk^)Ak5sPGiXwN_$qFH@4h4z_lmRJe7IeNAI}%GxvwDdRDyGFR@q95&G>V=yTK-G^bS-i z;z=sZzUOl>QJ@ALX5vBK7QYG2RQ7I8r-zM{d@#?j$!@(SPtzhO9;VleNP4vB_lq9h z6fsk)p|2TpAHLC?MrUc4?1_h9aC2Do6Y-YocM)X!xVj`hC5zui(*07v?5SF;g5yLs z`_=JerqA1mTisKo%J(mNzX@-TaRXX0>D4JRQAS`-?Cl)qT3)MsiM)rhort!0S zyGR__D_(WN*(b$~m)U8v`>$*G!ZP1*N3z8p@uM5dpJSW{A={Rwqj+B>{iWj9Gd#2l zxh^qkHN8~AsDmJXk!X>9X)WoUwJuls+0V}_q)hIhf1t6SIjW26da~j|;~rwtPK zM~=hgi!o$6T&}~9WCqL=@WyQLJsIYUil@;laqvg|o@LfZzS!2dvrWs}#OKNM&3)}_ zc$9e%>R+RKvg_VqGv;0*97EiNX zZSi;jjT7|0Qv@By_p+}!GktMao=J~C z*y(E$|ID(th;(1_iw=+Kkm7G7TLch{tPK?>W}nM4v?W zPhEQ~`NxTXCz9<6cAV$maw9*-YExi-0KK-+aDY)$b?Ya03Ky{09FkCKT)0Y4=ec&CG4jo46C9H_wk_=+h0q34WasK>q`rly)5HGd8Kt?nmi!5KV6}_P+l96+SC)wmo^~=shbcKZn(9pGQM2Rk>1EuQw~c z2c;Jw_67TF<4qGWc9I@<8tpvscYpD!3r@@-PenHV6>_WG-HsC>O3-Tpt~56T%`)nmge0H;Z}>!{6PEa?ADBj=lSv#dhCKN zpBiDJUQ*@!UluLn^N0HXO25e&^u74hkfdv{{X4PaK^m5$VJa_-<<<3^KN3HiL*+FV z%BrQ6(2S4I(5@NjQzfdWIqgAXCx`0(klf8zJBTftVEZl}4uoCuS%1a~sptAL?EYJM zQ57R@6|bt}^QCxD7GnQEW-d=mUfT}jf0`$r%=&K_D;cqiVB@2F{0d0#!jZjZjI6?b zRs@*>=P%%Ll30<|wHu88CvRBFV(WQLYZ~6?+-{K|&(QiidOJ>Chm-k^n7gjkVq>xm z^?`CPk-M&l{)%gNVB*VSVn5!tl!iCL;v2|qb*@i=J^GNZ56$u{_hDX^eFgpXm(~8= zMeKHT>VU-;l71xreF;WOY2A^`OX%Jl4!K|2-#k!{&7W}m1NSFW@VB-|e!sEvo^uyQ z?8oj8;X<;pJV4`4JoAHsd)71b|F_Rop*R3`gS5LHx<&MwDr0A`M{+z=Ft<*o<2C## zd()cY?*)3e7&fWbl6pZ|hww6VdywQwO!$z-b#NioYd7oXY#6qM?Mdd8WbIBKlY^m< zovd%Ode(1a|tXCmE*VS>7lXhQS=DpGkvd;!RmrI+`wT z!8&W&Zy{ZG{k%f9?;(`c#RrnK5jid+Q{E&TfQUrv}(s+I1hW`VF*7KA)q=^D!IG#)ao`{3^P% zCT(B3Wxd``cy%yKU4c&@8s#{Q-tJEOAwC{o*ehD>GDoz7UQ0R+;8CB^EA@r4HepKv z!ihP_@t!)Z$={v*u>;wwG!CvZQ>5m?IR0`lSyDr_I?dnZmEp*RqUrDYYQX~zaCeq9 zys0cxi#KFv&PU?)MdsZ);!O5}XJ^r&*n7VtPhitJw#-hOXN>(W3$2H3)+IFHMLTGp zb&XjGnKyuQctszUSO&*D2fCX5W zwE3w53G0i_$z1nwfqze+!%DJj;62x|%Q0lgca*dAoJu>%C6w=bTm4I=fciY>1)m!k z@lU-!!3vc~_#5=EaMkf_bT#f=#de3{$^+zS3FZA*y(!MU0OudrYd$VqOpa+CR>1EM{XPy(U+S{~t=>0l?!c0lM3i5A zgSbk+7enM|($4YsYP^{T=U)2VBN`_QWGDXBSXAgHG8e|%GoW0<_+{B5)tshdL>i&a|9;0rAwya-A+89VQXJCOP%zSqSyv&nv4fh|gqE%hd{`Zx90 z2GF}SD~yEEeP-!ZVq4bEKWi4qH|-W!|AT&JLu-quS=;%n+8khJypnBFZDe0@>ukMl zH|CqrEsW!D!TwiQo(+!|eTs$)^s<2F)A({Vx?BmZM5eYzK0~WYFu58g9sQ&lM>%~> z(tF;qCC~5M@XvmXe`u1YPp`S6gR+SgVO; zAK^=B=-dPCKXE>Hj~m3ULH>V%eZGhFhuSuTatT&XeU0RFDQxW2zFA54?9Wdn_}lqX z9c;LhK6y^q7NSL1{1n%p!X{Z8(H*Xfp>zvLQXOy!4DubVE-ACWem)I$(J)U%v&X42 z&)h3otY*W*oz41?2iWRBvSep`veumsfvkmiOPtIb!*0-Of;p)ZkR2CBm z<~mI*E0YS>RAy z{U6Dag>jx^Mzdj~eY+ze^ao7tgp zlI%>Df3dO#OIFk49e8oSHvNoUt3ZZ5Sdxf(nj>YQc{*QvTikEUTPyR2Yu&5#g3{eQ z=mi$2AZpcRzg3RsnLzThRltU7{@tm?A{H;s!nf<81)G228_biU%So_0R18>(xj$e? z)|kCS_8X!13C?Xc^ENlT+zPY(aN!L$ZsX{?bXv@R4 zHM8LU=G+4QS0jCP(szTyE=%<7PU7hd4 zAJBEapT&B=iRP(yQIpQsz-R?b*1+RhEI(4usqpCKMsRM?ohIN{dGQD$=Ed@2xs=riO zOx34r@VuPa;Vb`!h(2va_N;d7t<`YM{s9}?isH%aU4;iWVy%0yGCQo^fY4E5dT$!t z1kWRA(3ReIJNL5Bd3WE`SVdShUOBQLq74&QryJn`+UDtdMWgn@k*V5E=6z#%)obF( z({vtWwBgR>Ti!%7YGZTwms-wsydTSMfypVXIe`}!rP~_Z`OB3j(P|j9mqBr&9#fAX z?{$Zov$6s+89TTF~F>G#tW!5AfK-VW(cn@B0bzeUduQFQ|gU;c4se_YmxEmZp zzXkg1MY85%%yX<$o%FZ!;Duy4QIEIy&b6O;>Jq<`vu`nttC&H4#@uVP3PRbJop*2h zYVoSSmhqYE{Voa1x%~fea&{-%JG^x)h8~C8`@p^lCsLF-uIxn*~PBv%uU#Ju6~mr`{CIK8jyt&FDUKpJOJt!KZ5MvXhiM zc!~ni zoXtaq!!5gjpC?x^Akk z525)3B0_R8Pj}T*{{Jrz)6vc>F@ttV<5DnMD>1Wrx%0r&eZx#G{0Rjsl zd84yE;FTuK>IZOn+NS1Y1H zKghlNZvHox)%MY6Q}+0rE|plJy}nwL=y%-dfWcX<^d%p9lw=cWzpv3ciyVLOyQ}#1 zYdDjYu9xejFW#+VpAPhTgC~8D`OmUT-Zua0ir*l0uy~U_D{YN8h7>14;UWE$VCzce zzNXF{qRmKu4>WG7!Io#cLXiB^u{i}yxkRtY?_P*JpRiKiiKT)=3zk?-!dl|pdgoiQ z`3W^h}T+u>Y+2L;WU<~<8bh{ijo6KK%dXaVMb6t0=xuddvi->=p6(zwDZqk@hgL=1URm61?1l>2*jngY}bH=`-xf>Z*hF_74ut zh2no1WPaA73;XsH>r$sV8O4%!br;{?-|xFH{y;WJb>hKr?Z{#ajGON+%^{ck^|$lE z3rO9E+{-bjw^;clBu*#!P3*qd?0q>4-bRM`Jmws@*Ccr_{!@j-D{0vV_fk8vI={+Z z#mjI%Z>zJ*_%Hnao$mLF&VBULN1p@9F$`1Q;7ggg$3Z;%PA~NTo$zXmOVMjNtj9xS zDunkdxYM~9_m9A(=lS(Vtlk;hl6N}Kn3IL^2!G9o#!`06ozDiJvO6`oGru7FXQIJ% zY;clT($FXi^;E-%7xMhCu`ExhZ`04?bWd)gN!XrTUrogSqWonk*?wU2?)uJ7`=fn6 zoj!TS@CT0EMbGS;_z6?a(eH8?9ZSyCO8QWXgT#ld51+!5JJaiR{*k(IVZy(Q*mY**}}fvt~u7<-Qb#iRR@|QDmmJe9v|Y=2+=fIFE<5z1YYPYI(f*A!|^Ivh)g8`iLK&{QAq z$@!Ii3SZ$`o&~?+*y%o%f#gRteqKMPk#{t1ZNS0QLwpibwiHPBfHt>^LHmdm>mWB- z{3+}DYIOfa%;~`{$&GS2el}uTwOeV58G~c#S(nUd(k{I%o^Wza4LkiGimrKPx_vB zoXJB|TP*Ko_K2l_u-SMv{6b&J*)t6akCR{rDYJ7a)tnYl;A>V4! z_rUyQp81sj?GNYMMU$trSc!Z2_W7QftP#5<63xblLHfv!$J6;j?rb*}{CmUSsXw~b z`Rui=?{_K!jBxgP+)QSaG3;^}&P>r`T?kj9f8Ol1B!AW<+*9!V=|%jw#{IxgT6PoB z&xG~0&UGS9SM7?x=v-Hn^{*yfF2$T-;?K(v%QK2!NY;+cvRY@CxONVXrV8jaer}-M zMl5;<`}Yw8vmd@9kIj?B4|#o_oTlPrvOQl5;S$iz_r6rH`9|c+dbV~@odSdVwW-Ud zS!=rjF7vS`>yl>k_taOc2=zszxl)8nmgVwfyo%5Kj;nWyArtUm7HMu3qaTCTkNk76 zSU8W|Z?j`mTAk;T*9I+>UFCAYGL6?Yc<^c_2OvaP(L9Y7E(|VLCx< z=|ZYN(lcn`W!na0I-ElJRkz zUEumJ^!_Tn9_J6A(7&q4aR+RUg8XRLXO&r=#WpZPs*5)g3u=l=`?F2f>7J^eS8!l8 zn{{UKBHAr>RZR?7;mBIoY|`UBbSp=`OL1qAk)DF`Vn34>jU?sD3ZDyhZOfwEmbph4JSNzL9rOopES5E*64Js=j6g zZv~caLFO0WdM*8aCF>7*yVNy{%y3g6ybQ+GeM-f$Xx5$$SIdLaH9b3SNZrIU{|EGf4y#?`ilfI|;c@DF0qH8fn_haMlu;p;^ zA+@?scl=H9axI>|Lb4)`R5cs?4ga^;q6tRb=FCx;JA-~hc-+(C^d!tY59=StufFEW zpIui6Q{L5g)?lU5O?$`w!iZ#myNhJ=S@9j{l=1l=X9l|SsBSJli!{kT{4Wps&9QgI zz%l&oF!)|A%6%jDeD8dX0?(W0To?RY?A*Ti*WEo#SA8ar>g(=FQWrA$3U@&`)okAu z?^a{+k*=r=-RGPyLyqFCajnny!XsJevcG2^+#f9Z^o3%cI*g-zU))M&k6-XItGpUQ zIraEz;m~~c{>kq{jGk&}r~CAQ`}VU$oj&lZ=vzfscz%U}$)o%M9sa_fEk5OqMH9M~ zhe2n!cGSoJ#Im<|$3RixI9^-V?DQvF-|TZTotD({7QTBjEpq>PmVd{Kakc4i0*s$< z_3`Yo6Zg);j%oh-nJ-LZzgGIWTx@Mfzh-#&0km>ovzq3q;$2eI8AQ+QpIJcW-*{x! zBiDe^E*yUeR>|mGRA0%*xD_{(m-H>V{A=us9Up5Z%Ki6^K7EbXcVNdkWXm&&ymMG6 zhLvN>eb^!yg8K7-iEPx&XuIL?pxzUqGYd_k=^GfD40Bl(nSAes$aDmpllP}ODb9u3 z;k<8%nK~7zuXd&?j;~?k*3RXvS7+Lfrrif*TMd%|V!&DCE9~#Wuv}w4c$RFbO+kDE<2}g;Ya>T&iVI6!p=PA7r5Lco_^2A^2GHsEI!z*u?#{}T-y&S zd-T@Z2pcfvU)(IkR;$e!f0On(+UJ|%CGN4G6Wdb<`98h>PPTfkOLdAGG}{QtzGlU~ zT0J8o7bgA1m@?Sd^|eW?P8GC6a48uT`;qEcesmdaTk0k6C*EegmAp95m9HkxuXM_a z(_e6D8m3Oe{VB%JdW(AaTFiV~*Jxj{#EE+Q2QSL-uPUNTsvXyLr;)Wo74iOWyjUh8 zWtT_Zojh3(r^=aCesTUmeA>!l&yswzI55iZe*RvMZ?7AULyNVlLK~|-*d#ocX{6^vrSgYl!td$ z-|j1mA*EcslPzB-{b{Z|%=j0&E|t!HgWTJ!(}v7X@%p16dKUI)-}-SZ{k({j=i6C( zl-&=vi;ho;eAO`fQJ*UqG0~+kWZScDF;;xYESLSo{n=rmo))<$dCk#5B5&6Bt#s#- z6-a-J&K?AkuZ6U9_2S}VQ{Q?k-GHBnVTo_ zzwxAvyz4$19AwtW_op&+J4M?iB2`x3&7ntg+Rk^E(3iZU^jO0c^?CAV@Z4_vHpa{Q z@bN5I$(dIE{{aJ!gX$2n{)nNe_?1;PzvIJQ>^T=6CCEI%*p*l)`(lfWtt)9+%?KT# z_yHTN#oR@DzRDrUKh$wJ14@h32b}V&LQpWC-C)T=uNuq?0llxCi_rN^4AGC^gknvG{y|0 zSAk*HfIe!p;^f~&_rFM35o4C>>nyB3Rh;^ohO_Zz7_81BUGB+pSMlG`pYiHL{@5F9 zhvL?DG2vQ~tu=e^3#A+JsxnJ9hVO}_ZOVI^7-<4e+ThHo;^h5oQyZ2YaCzbt(ypL$sf(7qUTe_Oygd zYLaYo-9uVjB=#=xc`1wbX77<~@en=_cHK&mHdPO1lO;8g{$b~rjd(B_vWn_$y-nt4 zS>c+MZ*M~SWzl$9K`j1}N1aHQT`=g)@*S`;d#m&2C7e4Iiu{Bm`3pI_p%`CQvw{Kw0#_YSUpk3B?)r8p+@vniNuE*aN zkaq1(5%#M8^yoK-N`$GvVK1#HB)Ofu_mT%Z{Gj`++*5x$)#F^aj zWM6dhS9D;@8m#g$DYiJCeH^Id%}b>){VdoYxeyR9dm`3>fIC%=H^wOn7?nI){$ z*WFK7j7e3g?91ur%q5PD6H)s+_m$BvVTlQPewjwA>6h%DP2H;;E?x~18-^P1M81$a zo6JM0{g@mD$tk}T;%B+5x)Ofxz~>Ej4@2R9fgT5osCSd8EP0+N!2J|FH2=2ki+m9WDB1Wpy?B z=X*)&^E7lcZ+Mdxsy|<;CTf?4Odq4?P2d}BQOKE2tkM8C|8~U=h@605S><@EIiL*e z*Xc1k*lNLigY#RBRgXXRWRu&)`h(r&v}LiEq0(NwYO3$T&`3qMA6flIN1mm_BQUy2 z+pHa`Dn7ji^A~VwlX<0*k+K8f6nHek^X$rekL;=RUc)S%yW%gPlWLsF%9*^xy~}~uJ4Bt-|D%gZ+)fck*X%6 zNO3PcuZK-NJ)H}U9r)ST6_x2&RR2$4>!;+&oVo(rkHNbouFW&yE@aFu=G3yvE~}O7 zQ<5f^L9PjDx4CnhZ={oGxIZ8M*L4j=(BDauy_Ws3>K=R;FV1uqKiiwP?u9@qpLX`M z0ft}j=Hh&Hm~*X2c8)9innxeQoozJeXJ(%Z+0>uAR=Yv?k-9=%%_1A=&=9XKqH#H_ z&tACVW|d#{@PPQ7_1mxL_c=2B&7wucf}(nx;qQ%n;cb>%uFb>z<5Kbd0{odylatx) zcu1!Pc;5D1Nv6u;@IBaEMI1@>%cJr7V#s7QT(TP;?Y<^Cc6O3`nV3;XG`N#>l2JIe zdeHpP5`QN6UDB9Oxgx7Fl9^@~j!fiMZ6 zs4ZFz7CD|I^)?*7%jbPDxEDEpbp5wxz8NfE9+Mv=Z&tm0E#_ri#%R8Df(WsI?{yJ9 z8(`2T@|MNOJcEA8*md=jdX4)V;Vsyw8r=7KeT9CP`#U@6v%|g%oxb(Cg&te6e0JT` zVb|>2K8LSPBK48*tqi$O@w6U1y0gzBKD*ohU$9%Acbp69hj`S*usR=Nck;AUk4hc& zWB5a|dM8KPF?jPT+5aTlPbBI}zsK0D1eOdV%|E1{&r-L;vklGmHEL>^G>80g(8;^H z1L3`ml=ZY<={wLhSe3PVc~k!hz23s+OGuVFLU{_^gq6zatFga}`E)%`Demu`u*r(F zbH#w^bbsGmGl#axyjF$pWUWwk?$6|jzwoiqjx-}%a;kP_hoUT0o7T6`w~`2zYN}(FqbWL&-zDMU%{UqP^ z1X4H9Hg9;RYO@iKp2w=ZeeA~0EA-NxrulA`mB1zGwi%*7Lhw?)u!{fh^79>5{*M=? zzH3KwLPcZNGeT{eyeUpU;rCy3{Mg;aB-|f^ADi%de=;9H{>QcH0`K3&on)j>MZasH zatyhWV=Oy(8?)-obFXd^Kv^a@oy&y2nJW$y2mvAsSuqr`tv7UC&^+j0yP2X88Gfyw6 zXt|i|dEfsJ3;#mLec3o!hO3LEsVTZh^lFY@ZE2b3SnEZERFg@Ljc@ry_WB(UrG>cC z2&O>Kfp^y@>o(T-2bQ1n?tK5>Zv1i>($>EjekStZedt>R&o0NS>#$*@dywoq&v(!L zXgHJ|vf8E&z1w1NGuE7E#yE~PJ6%rBG)FHYxXzyc5DjVvd{K6qns@2qz23s zk|!V7Iq^+>j&tFs7dZ~Cd3ctQF!gsX4o%i2{XUn1g2@lu-qt2`{ zALGt~$Y=h39yHGNkLQ?;U^;1QONpzj*`1!{Ch=*K&Z}px15fY`vx8z-3$kz36=2tQ; z7roYFNvdvC(9cXWcTs%Vh)J_y{3N^I1(Q2@c{vy->&H!4y^MV~VdG+L#*(=WbgQ|~ zXvm7U^5G)l(XA|e4vg<%<6fjLhdU=5b08U7v30&Ty@Y++M1X7joCCixM()Z&m$P9> zae6AxydE+&%v51n)t5e;|pu9n&y#A4Tww=Ve`vd*(4 zScR+C<9Jq$^`hl`pHhGOQQGA_`F0YP=K<%_tu{P<#e(lhHQfC{_GH#0$1qmiA3w9Q zFyDLILHs00B#+@;B51sS9gA*;=EdxotbyknV;(H>g!5sNC4bvGsEp!Qqj9Q_*m1MF zz@a4l6SB`aU$MXrMU1=_!zZ!RT+weT3)QDzCDKD@VB)jk=4D1iLh1z$b=Uy?a5R{S; zbROH~UExAB@H$dYsXsJIoGZx#tBP&M@TWh;&wPta z?(ps+TQU}9CH|TENOt|y04-^*ny%diFx$d@r9W;`1;ll~)hO%Ax*0%bYb$6gi*gzC`bxZ2S;ye|KGV^4~)0kw&jat5U}K8@fl* zJz48kutRNq90`{Z?E9phS{auO<2{;0GP>;SBv(q4UoqI~oeRAe?98 zf4HtJ^e)4#()@B8`SO&an`<_(QBgfVEn1xANF$?-*5{9|PFA6FA$d7Tvk&PPQmz#F z_JPj@5U7VIk3cuosJBD+0Fvw>S9awVrP`M&zM2yvqbXsbeaX1yz{*R zGgiT}s*%Q#X^j#ZWY>_pNZRpY1eMd#{Z6Ggt8>){Q_d2L# z|K88~JO}fiq{Hv<=nmOD8MqWPlhx=DeHLP=SJ^(zQrV>Wp z@E`6c_qEAvJC7#2UQh zviSu1XT`*obf3YJRMh;OJ-V_{Dq&rS$Js%23<=u!yB9l7^#7G?mzm@* z7}xbFS%-JA!4a-FfzCZ)H=De9Z_CvodRaqM=wJWcW{Eb#`5cf^L{ zw4P78R54m;Fn_= z+5RBKDDhwmL>|M!G7!pI_x3o~z+K@UJ@+pd`(q4fE?x|VW9sCj&h}J{s|A;PTpRX( z4~Ohe$@=(Zq;E;0$_18v3>T8aV-#o1v@O7P8H1$RNI z#`TLnCy1sMM2?=A{Trsw=k<^Bi7T|s+qJ%Wp6|-6D8C+82E%=VE1%^X$?;XP0PAyk z>m;%jcE>kJbeIC)HLm-C)_G=9gGJY}YgR-&AtKI&N)Ko2>+>m*z8Sqwq313Uu&HZ@ z!}tdpWz|#GU!CW8R-N9d_gZ9HZmb$2WS%tD)yKp5^dSbXz>~j7SA%v9j98Xc-eZf@ z_Iib1C3|LPqg|)B)Xm(YT@hA173O2vyf*Jzju(5#-JU%TGRAwx`a;~yd#2BD|K7T-c?G#j1a^9eA_GvCQt?hxIIu-7@T`EP>Fscre0|X=LdRi`0Os zCkE9eQ)wu@LZ0TV^(*O;b@x3PntVsDo?~n50-Q@0T^kn-TAqwQ3;*GS=I=U^c z`9+^AFk=iPt}@!uV%hh49;UZh^r>dt*LdP1(AmJIW%PS1JKcd(eMr306$U|m?ioCAil{r+XrE$a_M)X`-u~iWA6l29Z{D=M`4ulWWITtjmN*_89x-8=K0BY;*z52 zDE@f4R_%6jUiVB zs>yA3Jv0Zy>uTQc0ZT2WNktOxWQ(7Tmr7t|jM5Wtl5a21&_}RpYUyQf<~pOM%1br( zf8|Arygh#!Te{#(BR=&CJ;L3*fo!VB_aO4K;|H?SIx%9U+2>kvEGJvC{l4aktp(qE z?{NNV+#M{o+(Y7Pp`Sc4sUW?PomZ0P1NyDd>J>e7!MUke@R$~pA$Ayf9>J7_;`z5Y zF$uF8vHeC@)Wo`HaqDb;n?29hyPyQ4qe_a zuu*od7Z+nrV6CTle+7Q>-JRLEq7z~!VH%Yu1wcqw0K&ngx4cSM254l|QBFir&;F4D4` zQ5w^|A`SDjJ^Q+|m-jq)<}J!!qEGgj+=A^(c*|rQ`3>TqL2(AuE~n!cWXQ_m<_q^~sd~7MHkY!(UHbnYUwDe&cEXB01M92z zui%_#e!+gE_79S7ylZAcFmHNNN4ABC+l5}qb^Dm}`OdY-&u_SQGTtqA2fUeve`|Xn zhFs-mym&(_l4tb+Ty1xD)1I`v6C zkKaDy`iHUgSNzShzf}DD$Lu^tL`?SL**y1$f=K%zZ+RGUr|K`YBAzjNJ68|T^L)(g zNW1ef>qP!roZr@A`#$I6BqHDiBO-$my@k~8$2fz_+K)x*C11Wcaq6yKf%w9 zY`vSL*^|AA1$vU=UK%GCQ?e!Of#F`llaWl=Nlkus;8M&6r6y{%@&F>$97w2zDbV@MWo^6$hq6F^A>i=cjHEUBYU|E z>G^bjmBh2GzAbI!F03|%#QTZwo6VDZNVOb$=3>)q9{3idZ(_w>7?SlmuV8RIY%Y8B z5-}bkK^xkZ)_WK{lGMc<&pNt0w96Z@8};}n-G?~S(Y@Um*k7exLz*29{k%y$6_1X> zm@2L~$WQW$JfqDNGN%s8Mo6r}!Yf@do}7#+77b5S?Hhims0EA_+bMfxag2EL8`*Wu6Q?qhBsc^KRi zl0RvaT|_ryTy{0@kD1G%cNbQ)#>+*d>X@c1pOtn;v*F_`bQ0Yr z(x#=E@L8U^py2*0EB2DF_gYf^_uT9b~Te+%!D6L(DmVmMeK| z;%`g-B~s^knG=@Fcm;E3^3( ze*V>01#M@D|Jf1!8Ezbhzu7mOx?i&}f44ScT%Q^hW%yVs!FTl6d7{?~=A~53+{_1( z(f(%m=G)@2jwQd*B+Sm5g}Pcl@9yb({`e!0I-BQ|cJ)Gt<~u?Ih~DemGDmvw=()Hw zlC+5EB6IW=N_1G(o+gVT9f71mTSvPmG zkq?CXG8(MmH&ftS3sV}3CU>}x=mCe#d?oKA`#ZD4k-YhC;d~JcK7rPWJ13F19A9}~ zKdGfW5px@1!BBY45Nl2ny`LuSrI1kN!P3Kp&pGM^t&1?JCZMJ`%i{NNj_FyfBA-ZED1~DUlF!{RqRT= zizBu82;=^%f0*wax3Wz!_Uvlpi1lw#*YT~kNQI>`um zpY@gd=4CAYkKSXERHpsL*r@~YJp1)@eJTayJ?C(it6-kU{`7P4Z9NX=`Pn_iGCvr7BnD@7#y&j!7%}@pG7Z+t_n4Pjf8S!jQ_goJ z(UUY=En;QI?GLQ>hY{c4S6#%oZ{U_%SQ86+`G!~QA>CNg*5=3W8EqeP$Qd}6e3J*m zW<3n*iNpWnHy!Bytn<75v}d(0X8tkI&$r{^u#Ba%vtk74KM>9Sfbb)F`iW&zOa4vc z{;kc^u1mJsr}@hY=r?AoWMHYSpNZt_%?nZoX#h-@+(Fv@3 z2&9YZdtb6oV1;A}uc`m+6&{8W&$8J)@I4jFTe)r>HtaM`cRkE_)vFry=mFolaR~fn|V$)Eb5Uy;d|0;;S$QL*9h`jT;TI=a7n$_Cm2JbjRuA8TSIIeLYnF@3>ca zj=Y`4nJqLP51oD8tDNC?C0xvRoiACjt)9E#4PxRm0!uyQPRQf>rkNxV*bxLC%ZK2RGnS zo)-2e~_E=(`Yrn5M)z@oS__rUcBv7t51Uw2(InC4CQaGv@Fj{i%p zpIGruzL@97A49vL`LDD);gk7fb7vCQQvqas0Zt#nHEW?pW9ePAsRWA;cw}pg{E>zS zk#L3kz%RtWRFSBt-&86~uF7OwA1ZQgGTILMKW6Stri@!ieJLw`ghy@s|2VIk%Xe?# zkJ&SEDqQmPubRFK1Dile@@&S>+*P_J>v8sArwj zg}C*Y9Z!5B&57*p`y4NV=0|7ol^aOZ3e#SL z-eY1yGP>P^i@7Jd0SX)SlD)#Gk>mloZ6V`y`aG-G5yt-#PfzoIvWM)!qr^v8+oXEvwfr&bBfrPYv3#zFQFmf>aswofPba;VfLm`i z%1+%SdY-{X&GajGdAlVTyjU zBlk7YHqTm;f%RyA{Y{hCczZ9=ZJ>GV3SM=adxtV~+Rh7?zAc#!_5g{S8^U{-p*1?pW5dPdzi% z!Sqbd+dPd)W~+htHHFXS`PaMt&bzteNw*6thZ? rEos_05xwHPv*c8F3g6-ieuC z(sdZQ9wOBcEuX`j`dX*LXLHDw$g&M4q-vRY=P+fSIBcTaV&_y!tXr+rPRW%o`QR_}%fCA7%8=bMZ&lLc$BPbxa5 zw)d-gY2-|A%qm3t-B3-Xu%QrIO3u`TOjgV6U#y{*BWSU&K2t~dTb4c+zdtlT<+DNZ-&!%DDSLd%%hr%K^|p6o$jP{v zyP^YKf3I`L8ue?}wKIdQ;+ON__%;US+4NKrtiYzc^SGa`pW@pL*R&x21~L69GA+T8 zi`cIT3uf1OGM(P(%zV91b@y6F1o;UslX-2q`+@}|f1IRyu_$@0Kc#aW5+~zk@_j!E z!nOVeb` z9*yVUVQybIFCby=x$kf`Pl)s6A$w~&h%isUJ( z*ORpv|Nc?5djS(uKQMdsb4Qz4(;6#EI^N55<@LC-K+2l9bcCpNHQD#2#aujHPSd0H z^Elhz0E?Qic#e%e;K#{PdAe&lWBeFBT?es7SUZ4^e1ONvRXtoULolV49;(&tJjEMWI{Ty=@a-iFNWjJ22@U)5$C-BT@oF8ik{MH@0tz|7R2PUg#F zv>7c@JV%pCq5xRz1mN*=WKyb9f(z9`OI#Y@uo%ie2v)A zLLVcIUD@$dFk%}v9L}Z((fb#SIaCj+y0e{qC*#s+t%u>`GsZd*;>YSKwRW~a_DcPA zFzStdA3&nZaHSkRmv*cY3=c8>Q*6)~?@psZ>cE`IK1aD9|Bb(V1ljlLSQUyDXqz>n z$zPvLlCSaI&EnF#Y*ZL`riv_A(KXM3r?TzeuFnpX;d;vZt?Su*9tOQ8n)HNPQ4CL} z+0=DBlBVtP<8VGvi%zLgmi-FJ^=bX4xX>MY&ti+@Jbu_n$v8NZ2PH@O7vwI< zI#WgKcgzLH(lS|dQt`VS-SgzL8Q(lnRQw3KU3qc#LiRH1-P-=kzFA-J9JVEU@(Ow` zqHis>_}ILVdgP<%b`Z~<#R6|&_!#&#g6%4H8cnjDVoNEQcf-WLwf~;fr<*CN;#%IQ zmo?T-jQShSdB;7Q)SY2BfF)bvdES3K>8><;caJ6YI-d0nt1ZUEqEO5evQ{Mf&G^ad zQ(lZ21*d;pdp}KP(5i=a*{$#gYbB3aD=h1cH-ohOixryE{cq?kfZOYAo|>x*AUakQ zPR9I4NU}xyI{vzl)$<%=EZbZ{+6SPtufD6Z`0H$3Py8qh)n91;6ZEr#afsfB!Y;c$ zFTkYz*{&ZeTrH*yz=5gcx(xDv;ZJI4 z)eIIon&-Vvx<2HZ$LCX__b)a%-uX+&QbPZOeaaKdPM9=Szxkfi$zRE1HIr1Iut=&E zUFzxs%q~CZ`EZCQyZ9vqj7#>Pm1G%4=jnQH0+IF3zRZtPZKX7<@-#Z_OT%!jK7Pj2 zDSA)V(mzO=>W|lu@Fq5Vn15ZWx7O}$e)Q=w(&b+99On*~<_v9bnW8pqE^0hxon7NZoulJ{ZQy&wifIxwETE;y>V68;f4#?Wr8F z*tOZgmOI9EMtfT{cps(>^s`#KRG2%K)sk7fI=LITVj+Y!n}0^LUfwhPfw5V`@Ddy< zx~J;rrxoo}f9@^+e@nmAc|3v*F2I;c`npPldX7v@ab_HU|C`oRA$J_F7>UVuvgl-z z48*i#JFdcl+eDlrXx0`74#wVJF*57(4}w=}WQ>B%`>uRdtbYP4COUp2k2*omP1t-o z49CH!1dXN}sV-cT`#HI4cl+0bf4+fxsb5x{2JK1vnO48x$$6yxSkK?mza(p&VdP}z zNxrNx1x&q_B|Gtj3!$DJLD?JERGdt%&PQQcm}Q^C`0VohUavKH=^^e__9MyB#;T{! zR3ur9ucO8GyJ(%AY}rY5v#VP0joA2YdY2HD*XgYm4Sses-^&)VO?KqhCQWve)Pc;i zxG{{Jv&nx1FL|4NO3>mxGIWF6V?3*JLF5`|w6(_A#^yU*`yQ<3VE)6TAB-cZ+@2g? zZ;N$x`1UZPwe#Kg9BeCxS7r2642MVKc)l}b$7piBZG*-(k|clizPK__@8wu9yY(jd z{fYaWHIChn@ilx}CoJ{j3({5%JcOGGh|3tV`kf5E=TzEi2Nm;0;C1DmSys=RB^WIjOHvdOCit zakG=DB){8A##+$0)L40|kaq+p`^k=kPq1eziPyUJc{+VflV`EBHI7#GyS?^}Nj6Q} z`yoAxeD(3>R}A`|ZzSLSD4sCfzsIzi%iE4IQdSB-;Qv|t^Fq?~(D!M0o*L3W^6)VG z7IF`Dul_e%6?HF=iX>mtu)Frpz&vLXI;lhV*PTGW?fHB*xgnzd)&)ouhTBO zv#;aPqw%B$pGoA+H`|gTMpxe19d=pU|1!-V)L%Q6d(8~J4T2q9btVL})4Tx$`->cB zYndw9rJ;Q?TwbGbR@)ATO=14`IO(r6!fM!*hU?L=EX*(7AaN-e^n+1<5&3xMk9V)! zh6UEb?{6O4(p5ERFv{$hJ@GYZbuw8F!tR&E`bO}`ZtSbw_$H0BvY{frt@QooCw};?vjch4ANqKOP93mq8;{GXpb#-G_8P6*@B^noO9L{dFXtd%(!|(CSY;KFwa=`F9&s z`s2qrJij&%-Y!bKZicu~Ov#GXQ^-)t^=Hv|G@qLcg=F+PMkLPK{En{9E{FX{n!U(- zM4zep8IJ{9Ts6mNUGO4r+gFJj-QmY-`I)~!`SU&bL;13 zvl-fV!Q%}DkvOrpA!JjNrv#)YileC>lo}UvVAmC6u4DPOWGRkoli-s~qh-inp08zo zd$9n&8(4p@zfA@FHEH|0*`x=g%VJyZo-c!ZZKxzK*c;}LhhW!@hu-V@mw0CO?WTfe z3H+R^w-e!78&b&%eF&5)VA!uBU9zPmzsW14n1qGH*|4%tN4dVgC~`Ku>XLapi>A`y zUHG4U*Du0)IZbPlza_khJ<6C_vp}OE9gygT?amv zS|>NN<@r!34zq2v&r__gApeNSP@m0ai41$`xxn%40e;iHWjDMnrR6g`H2D!~ka)d2 zhAOyrCnSGkrC0EArty=B@pd+^OV^Slp8)&fko$tH73k8=bw`P$??Lu0ecq_oA>zb& zcs`IV$Fg^P_bj6{VUZSMY)>sNW!>zvd4;ygXPJCnziN{eAWxC^U7oR;^aqo9uGwX| zcwU{&UdGkUM$ImXi4bZ^|9wS|T{O82qgIM=53zOD2Bmg#>ewygnf1wk0U3&sF1cW{U+_4e&LZ72aNce7-}RRYOm*CK4|c_S zVpm@y9tMB$$a&3zi$_de#3;Wu78{DXX<@Dah{A$BxBIDaG#HF4E{ zx!(su^g81_Arjt#DI0PAF32=vpP|}a#zRli?``Iv?DVQFrk#zmuk)V2dH#QI6r1qk zF)&`t`ZpUV`w7e7Ze9NuW1BohzMh4r)A9|--$|SDe54lSZgj;a-x*Uu>GT308|-{) z08SNeX3-?O(6>TmARCP`?vcEtD7mtxaXUn^zIi#HX-N0&*mokYyI#xn`o7LM*|nEd z6{8Dc<7((MBh_+RH6qszGKF^Xhn*%^;iuTAD~;_V78(8h5YF!S3ZEt`}m!ATwBGbJm1ew&AVw>*C?lo+Nn}F zguIhP@tN#=IJRXc{%JfZ^#i`(s};%nw>z4DA)PhgsjT)dTejAsjQQX%cV}6f`>;qg zTLj38^6ZByhCf-an+iGEeY6)#^CbB_7?prjZ?fgSxjU3Dgy2C~o*g{HX!eNclhuc3 zve67Y{R2vexnoErqOkT$h@B7R?YtnlT3fN$6(Y?h?cXF-GRnLO@8*!qH-Y`>QW+aQ zgX;bwNHX%R7fn9ly-V1&isOyM-`ho-&)9dcJCJo)_#ADsvg}gQrFw4iuOCA4Wb&Ly zzSMEJk`CALud%eRfN9B2)=4bc$I;(-`DiGl3S%e8=PBY%Jn1!_m@4)kIWvbuJ;}0x zRSzLSZ!>H){XOF+ZzBKZv+L=Vz4vF*?F9a?+3(DY`M!II9=~$0vBR-ijwA>1GqgyS z^d9aGPRE}GTD*-Rr7`(mvF2%fI3AYkMBMlAV7_xb#f6V}TdE-C$<{2rRiI@P`Xyg; zvM5bq*P8CG20$bkM;E~^wPmW&C*Ot-qVZc~obC?bXCo#L>1nvLmXGGm%bB#!dZ?G+ zIDi#@phgqs(Wo>OT*d!P8 z+m5%w);6R~#gD_tb3ZF|)A}^$hhadnQ2dI=53=Msp8BLKU(ru?rmexF!elAJrrAOF zqOqRG&xYJ{oqT^)a0I9H8j`(b%AakMUfs>Y7HX?!sm&!APZP#pu2 zYaw-xBVYRcEEKov`64lW2^{yw)|SwI6QXyEFsG1kFUgZFsXv*~^ueBe`doOR|sV9Efh`p{WX&EXq&oxgX}tD!2z&Em|DTzR6~m2%XB;g=my)n*;Qm zDl=IbpS>!<;sc-0buQJX+R^77OekrLL1IF3X{NSu-rKaI-*0gE$(YIVQIjq!oas%9 z{MxPy!Im47ud3ZRo3|X4gR^B1@F_k7S zo*9gXOI>~BDSUNO_F|Vjmn~{8xLwQC`W$YwasEG;Ev^^AI$&&NSR72g3M_Ck9Opyg zetiA|m#2`Ym%p<6{CII=0*q6?=0=F5PGfHtzX678`1>UNre@&1Y?b#}+gSNup1Qvn zFwiJBljeH%pAYBQ?h`Za?=-&8nE@ixzmA`#=jZ8kl#z3Xoptba{hNbHGmKOZN=-0n zv%92?{3qGOZ-&S=Hp+gdGgt4fC256ae`uSeiOMKr!<4cU#z~{&K zdGh!qlU$yrSB3psT5L3{%qGu4V&8XI^)Fm2kRo&D7<`$@n?Hj}suHZC>m(zW!m$lx z9;25z2ta`H^e`TrcGAs?T@7XO`&+@$FO`mSUvAoedTipDN$EFHi_7ra9 z`*R`lxL%I%clO)P)$`T3J<1iG*(K}SW||B0bn|6>)pF$=+MVR@GJG+6?Q-lCBPEOa zAd#SG!5lFPr+1RF9IfW!$3ARd97fX||Ib5L8M8dACo6X`zSIw<6?yD?G(Lh>*(aUn zA;~6|X9z8E<{w8lvtja3mlL~R#g`t=52fQE6VXd=L>lt#FbapRm9|e(XS>iR4 zFT#%8m%LrzPoHa_N|M7c;c{%L0ky0`n~M|4$F~VO^$PAo&ZA>$44(q0UYNU^!`iU7Q=y^9pDmgZUZ!BfoFPsiv=q~lZ>K(V6IpuGKeDbNeRI*Q zH95PmVe*bQWsCCkyqJyiZSZGW)Wfuj7`KD%uW|p`2uqG)|6T6?su}(NB;5(PR@3(f za0+RXk|-iChH%X_)+l@aM)@?V2gRv+j2?B68i zPFGf0o`pNvyS%-aEid*0_jA z!#77j>s4r+?#g(j{`T_k^K$fJp6RXMi@eVj!6vH}mC=DOlL{@w$FKjpsvuPk*u zTl3xWf7(1k%VPBFN6XsK%6@INc%XwTlueT?d|A#BZu{*n0rjEl@$Fl2B=AXX6qgki_1)q$d!w-<&Aku~!b(XSY z4E%l-5p|)STHpV8eW*6aiL#r?%GFyV`c>7}c-jA2S|3W!Nj`Z8YAvBX8`7!L*v0k4 zWAv*@##Bt{Pv=4q%JtDAQ8d?;^%hLu;hg>XV~6NzMe|NDZy~!@CpCN3=Z-;7KG=XK znU7w_xVj4C2SY9ETcZ6$X)tg4CC!SK(#nXRNB#_}>ouCV%Wnc+4(?ubWO2mh4u?qd0&9NuT_ z%zT=W{F|B&uVMFkS-lb~GK080UOfr3T0FY}Gv48$M);f>{L}HK8;lO2Q|@EECjw@O zo1?J*Ju!T|7B8`@5B)#Jwd|L2Ha)Uq+4=B&RDW~C=?~t`C>Y_A>l?ti2y4FPi*Rff z-Cu>mROtWh{BNLi5uEn$?_NAxh#i+0e+#iBS)>nEWUcM3^#4}`E#mhZ`R00~*()+} zR$z9JDcAb+0CBU;*#!=bMsKBC7qut#9yU0@h`OJ~C=u%VuEd!krTE8zg^1P`$u3n zYU4yR=yjl1_Nlvpul72ABze`1r*%bACu7n^R)iY^X!whFnZ;TfmPIhqYeD!YMv35QwQ{)O$`cyv7$-A?OI>C(&@uh8f}_K%f$mm3Mj7Q9M5 zm(=IHoo`0a=S-2F`yDeNHi|~A{O*F{&$Q0{mmfv!J@P@G!e;%*BKT$3nDw;Yfty#u zIF)`cab$`7*h=2WH=se}eZ-rk__{iLnnHNJT=F!XIvR(v9%vgIm0RV^It#OH_8F!zg(lBcdCuRP>Wlvjt5a~S)s!?jNOJd;J4%Wyj>4QTf(y>cJA zxX3t7i|M?1EZ)8exskB=6_4|z`CzPis~|rN!^+vR!+l2D&*}V$KC&ugkPKX04_E1V z2~8f1F!7O-zrHHKy`P#^)QI-CCrS^jT>#v!eYi@;37B z2Xyai>}<<(PtfpdT4(o_c`T^O^GjGYohP$@cJ`r}C%(!SL{Lk5=2=8jQG6zO>*$(0 z_94=#g2)S*_Dn>@~#sZ}2ovT?c463}V}iKpFp=!*{(%{+h>Ai!c@U`qC`> zAEsxKH86-H=PpO-1zqdY;S+zsuU);n4+tyGY8cp{cNb5i_#_^JlFx58ys$ zPl0wh_H-179eA&#%<+LJ>B^!?m{|iZ+xV)g7$|K7O})MwMQ;sET*-<-{QtSk_Ommy z{&f#IxjVefSqG7tTExG=e>=1%L+2d5+zH7qA#w^nP1fo*?}p0|6Iq-})JO2rd^lz2 z=QhO|Qs=jwtM#rzkX?B!7-$-zf|Cz6Ox`-Y` zw@w%_$MLBJBT(ux>}1Q)a>rFXl^sAo$A!!cE{>O{^6ZP+)aCaV@vMVZ=ZWRa&r7BK z4h6Zp9fnk==}r9eEyN#ZZSLwfm;KxDMl(nAobYLKCb2lxR!`B>`*i85k3VI*^)R>` z4-dn)N94=gvHZ}e-CVZHKIG?%s-Eo5bMfIklq%gX;Mfz;$r`zbWPq1&U^^{x*I|l? zeSntt$vgi)6X75HtEPP^KQ;BzR3wh2U#jdq4!3!*+{RzoRb-$(M#E!0Mh*4p!G5an zMCQF80>h7Z{6%;#c1D~81|nJ5;%5ECE6aTgmO;rY9q zbpe(gD#E^(TQ-WMzx9^8{ZpN@7u!$dr6H_N)y4f_bhY-^>t`{2+v9ic3BO6J&T{T@ z(Yd%FW88x`nSFPNT;HA@HyB_3gHkK68;JSRJUOwz`r$BHRe;!J7EQp8Sq0xf=KDKH zi{i%AJkP9zUt371%BI{iYbR$v=Nh3A42rqBYRvk~NbVr6QztD?Z(oxEeuGxlw@i{# zX38~f;Ci5_&Tc)qLikYYQ7r4N_nCUSLc0SnCOek3B_Vs6KJRz17Pn(#DuK2atF^Q~ zTFe#m`dk0I!DbjPoZ@}z6kmd;ZA5J5s&?m*pRhI0*#9(U{lPy2ef9*zva>;+kUj#J z)XJXayt;Zn2=>`E=0!1@Ym!x@ozEkyVKtl$mBm@=vppvAmg)U|2xaZhU;d`@#@Fn) z1vx`Lv{jdD`EDTbW_FxFLbbeD;G^qh|r2IQhyEF9sI}A3% ze*#t=#*-JwfN!w!Qx;uH=gjFyMYEawy%z4T$U3Pj(LuyqTk!e4h;G;XLn2MTr;j{5fpC$!}__ zmNiPHlG4NS+_gA*3oaf>QZ+iJe#p79XLg`X^^NCw;XLxs)?-f@XDAE?)1)7LQl)SZ zeP3bAh1gZX)j@S$uFH2{^F($)o}us5D%?*V%JZH>c=RG8-xkrDsn>Mf>}_zSuh!+7o2x-`ILQmMko|Rvk=gR*Pre%Luq^ z_in44_*Vhz3h`wtW5fvO_h4&J@qQ#LzGK@;=pV(_JUcj=rDu!P?a=-Ki&813zhj4J zeK=%Oi*N$oB;Q)@;}q@L~-#QZcHv1dC!-niW&Q}UuscW zj1VUq**XFrH$&t!WEMz@)716sy zOnm2m1DIvc#+sP^KL2*5{|^|Q74caQIYm~Vil3=gvk+=$lfRCJjYP~~xih;<^$=$t z^8KxN5X**W_caC`@7)Ah{TZ_6K`FI`Qynhz!#~o;Sl;Mgkm=5(<#t$piLtjrW`p-v zvu&Cf`VU`H$@K}n4bWd!VdSph5#$thMrya0)1=vX*qhnSa~^|(l0h3CaYW)Ge$ zO1l&AVIS6Jr^KPo{}L|sdAyyU0itIK)Y{|9TcUTc7ANR=7E9{ur5+!hM)#p&Y$dLp zMCv_!n0YLDVwq>5c^19i@yrc*8fr6G{T&^$b5d#k+9W1x8)v@6wA>#)+Uq*BTt(lH z#rGe$F^SAt^qL~mZp5cLuuR?3B0M`wTwF=YM_9B=o2=el48vAp_9Unea5d2#{+Som zN}B@<7?%6Y93^vyWb-`_j&=?q6&8=oiX&PF z;S#viq&ixj@4pJgOX09XoMm2WR)jy{lN-pIij8N;UGK{def{Pc z(|nrb3g9tuw3&ZW`6jEIdeJL8sNPMZ>y1{akuulS!WL*ABmbP`jLZW3gD38#`4#Yc zkmjkoHAS|$fPS_0xPk>)Q=UDOvQyr1ymOPBe2{*&cz2h0EKB+t?*{PK{h}y)`Q^@a z1F`iZJ&Uk8*Q+HkVjPcT&FHoCOC5)~dLJN@SCVBH$@;hOKp9d>;p3lh%HD%rz0SUs zpY!gS#`d?hTr2;jV(T70%Ur{UAk&6rGvPfzHp^4t6Yx1>W*_#y?{6Pk=3ep?2%X61 z*%N92xzF+b2e>(o9skmEE9uW-&^Y+j!_5ERXLl|1^WA8t7*B1|-0T03k3TKIZMpNZ zTB^SznT0>WsFRwAD~u%XKp+**yYllU7SH#4f}D}3!TZS+qj~ca*mR@G-TtSZXJO;! z0rJHiwCO9VpQK}UK)RmX`|vVzKgRLrXK+vbjZ>lXwANGDdj*diOzr?|D9e%s#)Zas zm7VU}YWI@X<3z)H`ab8J$1(9XxMro=g|unL2dPVPE)P~D@jq6tlC?i5$UcLxF>|!) z;6Y(LZ3d}PVkP^fHuLT6M*3upM+0a+O8yG^rkYhXpMQ%Tjd-gH%@>f8d&&KL+b9RA z_4N7%a`k1Osd$-rD7B#WHf=^~mwU3m$;lh_^eE{IoRd%XE8yTIddxc9PuMgSuTn2A z`xjP%(A`EkltT`L}|aH@N$7j`T+}4 zoq89%-{HIcaqLQxH{jMe^xlXwcjDl4`g??isRK1li+4oY{-mU;@ilC$fgLT4oR#R< z!P&{RU9{e<^^6r9x*c*u51MWvEwx{clw;-?H}^T~KRnDXVqZGz zL0Mt9c+Vc{Z_#}>y9Z&w8hWqet?$JB0`11|b3IX65pG#;F_q-2#OE=rOU;r4w9b9M zry+O|ALiN8BEG#2e>ZDaN?zzHc3QhS+ee@G+?7AanJ4Ju75=Z{U12uw#Gb5lt0S)+2cwpv?JzyJ zg4)3>xkrnv30Vl$w)AZU=fCNYJ;$=|O6F@n%a_N{{wG$qm9tXk;71v}F3tb+{ysh2 zp}$XX`e+=gBAQ!ZOhmF~gZl zNSiCSy@kDVjBlg(=oXAfh39&rKl|l1C3Br@lhN=gh|hN&&`3mA!0#uZ`5XPRUtZ?Z zy&}3A_&mEvJjCMm{CY07ucgOuvOdzo$ztPVqg>`OJ|$1@X4O-owkwPuCZh=MEtPAs z%Dy6A&BN6y^gNPBe}vBg81${P@?<*o7xvR%L)g~jxl;?i{VgCb^VTcNEJMgz>03yi z@bnT3k2tbk%R+Si8(&W2#cRmP4g|B|-&OzHVg4oTzH;6UcI8Rwqu7-y@hjzlaeSV= zipIexdsk%F#Ssun7Q0(a?sRpVnW?FqdLizY#r0I?%&eW)*l;XXKZ2p%y()|e|FU5N zUA}{G5q&L@e-4##y3%w<0h70o^%1M@#mwD$>Wy9V#o=LCQXM8I!(;}0tMJPo`u~xI zH_)-ToRkU`Wn}dZINjA~9oA+StMBx^mE6R~cz^r*22fIVIE1&p5Igrc^JW%i#rRUO z_^>FNuI;T_FLs4;ChXc`X1-HDq{pM2dzyT;h*p2Iel`TNr%qM^^oByJgH`jc3LGDD z&a?7wV|la~OE07AMJ)TyxdXk=4sLmN^{NQX+_B3=W2#h)W!+ZRRxh~zF3pF(!Rk7Z zu@={U5D9tS+f)81?yStFXzRSI{T~DSqjN^d{>JUB61$K;Ye1`%zQ30f8`5Hw zcNr)9K>rxo;R3pJgZkmJY!P|t7gpzfVQP}*9>s8eF3QL2pirHx&2qq*;$tN&KgPon zdMT!#?1VOgF4y{-{j^^4$)U1JA5v4{rm(z`EBvfE%>47zJ0HuU-*D|BoE%18Tj<|| zlN;HxU8L{Ssxuq=8lCbCDp&PiYWuJVC_~d!uo*0d`s-mM{-=i12$BC9dy8SlQb?s* zcWSt1l}|f9K34u1C=X?ocgqt(y9L4=!(GP0rj4nKm@5?I-IV4`$)}GQxBt zOYXMKkwunif4zK@I##Kmnu?phz;d)Kzk#IA>`VpU)8&cxMPYd;=Wc&?*}TU!VRP+s zPwy&GR1Yr?fNwJX;h1swOwRm<$L?hH zKF4b7b-Ad_PH&exl6ksKA+`tl2Vv`UXQc{wc4SCK=q>+bp8N4It}NE_JYl%rraP;$ z=o<+6>_;#UmlyK+K5eSgyP_=EP`d$+hF{rT>{5E23ft_2k*ZtmFlRIE{}ChE1->nr zBl+-HmS<)}3n&+tY2GKN8{cHUT{~D`DF;*|wKFVE7jKUlnK~Gay5sB+*smmK2YcVu z^45aUVis->!?5FxY=^LWrq*-F$lSX;uloTjzk%x#5&DL_bT?0Af2Fh8(uLm+CwDfM z*X8wd`Ttt6)|jkG7(PQ5yH4i)U7HWFnN!-JFyOFsZ}Vlf3&6X4#2zy?*n|Iu*ly^L`(%6vf!=4s;<;O%yTH zod2cle*~=0qV*pnb*4>L$6PErj$>I1k+RGgSyR{?hw>cbeX%!*q*RE$$Qd)7JJva` zY5A%snTA={XDd zZ$tAjWWH;iqoJHVSI;lFLTQSnlW3ZK(z81CP?q;)X+06Lhr}j4`y!^b!=t9SF+hC$ z!b3~tlE3H{Ofxep`+gOZ-J8N}25G1A<}dJS#BXc(wh?>h$#tcTHOt5j63_Gd1KK^K zzt(i0z>3GUJU}MOOz&M--mxJ6|1LMA?%)U!bdEf51nx~CDRp@^dsS2xxSW*idy^dl z>(HT?oYw~*DzZDzCg(t6Gd6B#`|J3(o~BRY^||yvk$`xE)QvkaG++#U7TkKF8n zm=)=%klO&~UZn4bI6PLy9%Uq4h>sWOJ@-9xm*!o1cOm&DT&Rpg8z44ZWDR0{ZxUa| z-233rjTWi3bOElkAhR!xv-8&HywMgy-LyOi_ttq;%x^6SrV36idL5$g$F;m48gG&I zIdpoG(#f}(2XV19_Wt9yHD;C-+nMn;QP!O+p63>vIZdX1Q=V(YJ9Fim$7F(M1lKSp@yvBN^_(lRe=+1Pef|Q8REAs58_TixE;_VhbDn6gqF;A>d;@nT z;?Um^&GWR!;5GqguG01@Ub(@joxOES(epNaFM)kcy*xsL>mXPao1gdoTRh1+#AVp> zz34sAtAVa(o-sB&DC3_A-@EvsC_kMEy{2Mms@yZe6;WN0uv@D=q|C>vZ7@r%!lg#j z+wgOx{CN;vTIuaatoalxzV$bE)?@WRuO|5<^Sd5#-nINZ&zU9ln0>8Viua`=D!bZb z?PRLP{6S7LyzT;zZ9J1XQk&qMC-uLudXp?yl+GDFZh}p|H*6Dsh4sA;0>N`G`?8;1 z)(+oJ=83ZZovb^eAj(tY^9!1+q~RhQXyEL7un$NPceAb}v zF^=Yr`<C5SyP`4GqPrm-B4rL{bZbg2W3b*Pd?qK$E;?40jCD=>9Hd8dAP4|diu8>ya(7`fwW~JX~gg!;j)1bb} ztNk&r1O{a;OKPNL^!Xmg{+4a8#<0oG%)0eTIGLw;W97P?c-e%kUc5EH`vzj;P@c`+ zerL!KnN`(V^yfP91wLuc=G=WwZLD*Qy0>Hck$RfM%1I=3mg_$@BHf1HxhDLP=D+JP zx_wE;tF-vSmDqU9$z1MbJlcz8V`1GL3NvMo2WYT{y&YiiBU`fWySlh;thXJ|&iud3 z>v#%YSMtg!Sl$fBn#sfUu%M0i*`x9i$n4?Y5&mYj)~lE_64&>Mxzy9le6{;l^)-3#Lg_25UtmQe9_bIA(Il-T zb0qz5gWzOmUrC#%$vuuwR*3F~*m0Pn9pHYLV~cV4i2{yh9^fqnIeR^6si3pJi2X`$ z-)sLm&%I>CozCaYF#2d*YzCj@#)HB}pWJ)88k*Vpvoltgg!_@k`7in8VR>K%8|q`x z6F&Q%Mo;odcFRh&+g7->g2MKdod@~x&MzZ+M?!TY4mXiorn7n?kM+Wz(U_L`7`YB!hn0)iyiVW!@F1&K zM?m%gXg6Td^W?k-msC+oefE*A2;SB5RCp#64kqnietCsGUt(n{M0LcQvzde?k((phYy|>OOL{(EWFNxcUDplp4iDAC9U?KSiYK!048HnU)=zbe_et8sBO@`sJ-c%?)Evfx^nJP!C$m0k zI?_V^`%f%D=+oKAT%fFVCON<&aeQ&i#Uy^t@DF&OYk*v+oU3S76Hwk#Y*$ zyW-tcBWJ$rWPh|&7|A-4u{>})OP*kPcJ{0)T3&*AYV&1P`50`-tdRr7=l5dx0KEI3 z^TtEwQ1*A!<~KSHrFB17Z0GS`HTI{vNuJj}FBY%Fw@c)+6KI?|uUUt9hdgl_&wh*j zqsT0V`6oH{s1a!j-dwErM_l_H=*(NiW_!}J!^vyD8+Bo08`4rGJa?pCHkyrq)?D}( zW>-1by}(avq149Nc?RD?%;)KMc1wQ~PWwc_N;YJtz%t^sIli2W#i=Yk(P()oee&$R zfhd{|#UlF5+{xk)XyW%>?9cu0g)k^98Wys@mZKFQ`8R2w@kT!xq#Q3761&Hq}i|MRAQes{vbO?^U0_9oZZ8-E~5ti?_vF1eV&YyxeJmJ z;Z)u)AD&)9JX4hvwtmm2`X!_p;aGP0q;9-GiL>m7}F- z^nL-eGV3k(-@4)MD{y{`q^=_9Bv=m8b1JfTBke5Keow#5*qe#(2m9t(8xnbP-<<|y zS$-2vPoVLo5dW3@mqqw|w&wmrN&1)8L#l^2#-*Av&M5D0hxv)Pk)6a!!)_0WnUCFq zUGExY+VfkUo!!HysRNeXuz!HdGa}$_z4nB9dVd(V6Nj}i^kW*8!s&UqmWs$TakRe} z%Urvy_+d90#yQu8hKo6qLootT(;zuR!&aB}lx{zz@-h>r~ry%Wp7!tmKx zUtETJr{H?%cC4u8{O82lHT18@i|6xDedngW%KKVvz`7sh;xh8kb8x&*+Yjiw5koG3 z#ox4QVq7m}3~P?5tKjjlYsxEG^N7sX15ZvQVY7%X1*xL!$msqe?B3B|Jw2a+5glRm z1`lrHkyNOd$GX*gkn51u{PHLHPm|l9zNy?kR0MY7yF!jeztzKrEr z6Yw8Bs?xe1t-o{LRrJXEvTZzAgvXE9$Bi^U%{fPE*PdTS8XYf|`_7O-uG8WfR|r|L zwu4SD7`2Ad^GGeL((Fz=`wZu6!+j_n&c}^X{(c3SPw=oC>yHta?P!*LK!!S&eIKXG zz*#XdUN$&aURtBKvUq&B2+sHHuf+CaIPsIwu{;}Yg2czzkf-8VkDiJ>Tj4iMPPmNr z&pG-V#81PFtk8Q8x_SPxLti)H+-IWr23G`gVXz3knTLKeSrznE3jQVNc^B3!l+#zk zvn%8tC}8#f#Q9NTsE%03yz0|SA7qYT*$Tb(WKDB^x{R&ec<2MX%Z&SC zviMl-wvchMYq+Km%nXt8_;s(yOV!B0_6(Kvjr4S~)OzT7$AVBbR6-lqRkY1EjE);^z1vufCL zKS_=Bo;_-h)joT99SzfS+1s2gsX%b2zo&@Bi)59CSeDve=Zdyx=`~LV`c4KIBn~(5 zOmu5xe=x>vF#>IDIt5j>#Qq%l0A2B!=D@2zfQZmWV`j^>R4#M#>)ffbRYl! zi}CLjjH*X_KN8;Ad*o#v$sM(W#Ni>N>|p6NFutCDHi`ACyvx;fQ|N?y^WgCS)Qj@k zei)OQ3lGBS6JGmVHoZiDnUi0F_iqrhnQd~ZzvnpG)s^KA*U%&NREYPAk&tRU+gXxp zx$NVRbulIRzdHmvVSe^cKTH1uWt6+f&C0p#*Rm6vi^==taA*;U$NS`K+AY$uQUQww zvh{V|$eO`!bk6heT$S&p#lzwO-vM@G2>pAVJOE5m#-3E2&D zvk2><@2c3lg0H)Xkm537PdVm&O#2BhDnV`<}!sMdKdnNdA;cd`>_o=oj$?Dz+}?!wnAMPp`JrG9ztBo*Sh(XOMaK&&QxvPv!M z2e<2gwCMYb{rz#Ss*!sTd{gD@R_A@df4#+88CD;ypCK5M9S&dD#~S*sDi~+;wDKx? zXFvK>mv~oX&ehA`&S}oxS0U3KC-PL`6o~yo+9#|mOp6-g;}E$tRoU*71MiR_ucCRL zuV#O}s`OhZTKdr_^H%arHP72~mv5^4HUU!_h=QNke62HkX!|XkT0k<-Gz!TVd&xQs z&kxsU?r~fNrQi7JF<0LgX*&tR?cl!}$4`gI0j{cUrsV^4`N{b9wcPTCmZ_?>1p;5N zx+tE%L7ywgt1sUz7aiHh`*7!U#)S!(lW$Mk9jk%+sUY_WTaFWDSx;XX&P(z0eH_S2 zjWukz0!pn5qHq%%v**%Hw9Fn(H+%PioOTujTN{mXx2l|IsOp^8SvsF@{^GA+<&KhU z%Wl!H;>79B>4k|GV!|hQ(~%}Uvj68LYEKte6@GEN04u~ZAH?1M&5tekqTR{kafCqi_$AQM4v0ejK=E9ke`I1&2TBJ zPbbo#Cd+bvH=fI$ApeTJ<=S7#x-W4fbv5TfXcG<SvOiH-Y9W3%=W|W6w~Y9vh`tA7XR6txX7Nq%*+bj4eB2FA+gY~U`CIvGx5zmL1{d*77n!h( zaVC32)Pj1RST@xDEnM!(^3~#^h@(GZOezqjs@hOqY|p~Xa(`R=XU#+^k?v$;>ec4{ zPJKMc+=UIi-H>N~bY|8J{RG?W0h8GpJz@UK?%(sHeM%@gP%aLz7e?RaoDjNjHO>k!Y^=O6mYy#AY6 z`7uU(?$}H?p2y!id1Ziit!T6ui_gdE!&#JF3~TAFmG&!ras&Qnv@m_Wd`kc2vBtLa!_lIisT1-{07UJe1jCmJNYKh>_ot13*sWbl+ zpYIp}gHCpqn#ht({Pi;4G{MePmRpHI*=sT@v37~TXRzRMFHDxR&bXXX9&oI!|?G>YU!F@8Wp$oBz+T=nIi} zBYrl*}R z(?<4n#M3bOSbYwcAMVrRE9B)qZ+m&3OqrQ*)>{?7Q+y9mhWAt<=go5NnIT zcMPqD@@%T%mWIT^5N{&3=4h84FcP=f9bq4Ab7$lvQog47R1)sy`)9S!PD+#bF3(<` zCG$U=EQ|#k^;TPNqhNX_e&mT-cIUf~e(zzytJrcBbT&BmIG>N>^#(liHpySQPCJWs zd8Sp_=iiIN!eT1B0&EgbD$((z-SN%;As1Mx*rwn14*CF0T9Dqx)`A`7n$3!=!!AOqJf$XXqtc z4dCzWkUocRvMy&R-wmc)stNaZ#goc`YkhvCUQlcM9Tlzdk%Y6;&o+w z&$Z*ptmrJ8)M4*W`u#{09Yxn7+E?N0)X-lIzuTZzQcetWQnB)Fwy%+um*Pd9t-OKb zUHPmLyY{E|Z0CJMtJWA)g2(f%e>CsTY(6>MD9?w6Q!@s2dUV>(xGhPd$6P)=UPkx7E)p;#X!?r-+cN!hY6RC+ag9ow} z{%dD_Pp@7qXvRPD>HVQxk=@3R&~xg!KMJ|sc$WJjV|;!foVz>kXJg{?KA$TO*ltZ<|m2|F?L zSedeu*Rw>`!Qy;6Tdsue(fC-1_G?^qcV|&=J>N?1D~@D$vXUfc7vF2Kvz;T?(C0+n z8VQB0rZ`;eEEK`llAC=iZudKx-R=43Kxq66mqS^YSyj2_xsfmae;2bUt~>tnx+_M# zDJF`scsIS8(zCDl=_LxXSLw6<<}T9F#-maAlJ?d7r$#n6iu2 z8*n46%U!kC#Mhs^m9^W`d?7{6u4EEWTRbePoH}aIh%6@(nI4 z!RNB*bg_|rybHnqY?>_Q_j=@hZfvS91EscB#_)Tfwx4k~GbA!|Z3vG{;mdNkeI!H< z!itw@^C)}2=HYKK3-&8yj|>Ln8IrE@arTlC2HrzLz^gM@IWGmRh9@-Nn8N3FNn zzTK$uEZdetvNr85moLA=$=oSjDR#G$wvKNaG@GT2}hs#@H>u%Ug);?89+hW$Wa_s=IoU!={7!Tmn)3GCKY$h55u3}}X&1Jsy z71+C2zDmuytYR$BlSgChNH*kYX>We~RX#ZuV%c{g^*%Ra%|+s%6sF$GJ3C1$E+TLC zdpAEEqfOR;cX4+1A-M^MJ}0{fuAff7OJMMftUiDhC-6aa9C^cMzrr)sHr|wb&lV-w zpD6cNKJ(=<+JzX_}U^VHQD?47WtsQhe7vG{HdbNG=DQ| zsu={Y=EL>0N}OE9W9Q;dRUbL!&aZ@UJIW4<*0^o7^abm;8dWP^{4vAOHK9)_Q2`IK1C&g}Vq+LpxB zAXq4BK85gfqeQBvfPG%dqwtT4zU@ zubf#0)8^7JPb@CNvI=~eif6CD;d6RDh=u>K>2MrL-LS@x9x6`%)IL?D%j>(nGyX2f zur;AGQ?K`llCt{AdX=-~xu0AKm&Am(_-C42*3}ugC*R87S!}GrKi{$^D~a!vud+TV z)jay}=0FHemiW_2ZA#A77#RMXD^q12#~pBc7Eb5s=UZ40;)6D1q+au0{F_veS<2CH5w^VwyPEQH z>Ir2pmsI6SX`gY2nG zD`?V&t3;*)-ptv;WiwOrRo2q7xy;!I_8-XFr+Zhyv0FsZJ`t9^ z1~W6dB@Qm2ZBtR$1(RE|BWv<&@=0C2H=uE5J5R;o?5=u^-hL(J7Cbl_3(EPdx@(y1 z1@o3XRf-j@d94LxkJI}isNDt2W8}0{9!VYRteE+TwlBzl&&Z+8*!VnaEAZiyM=J6? z?bRB6y(rV>{@5ltb~$|~Kr#8SC(mWw{I8-byUes=(I>7hPm>=~33P(|mmPKYbAG-* z7KdwF93H}dzd3)nbMJ=Wk-UBx8%xWs(;zqB@z=?CmbfZJ&KV1aZ zN{)UicHSgqfzKLX>P{Mu!oghQw8P?FEZVDODg1B9OMk%lD4$&{%6iB?m1$H7CbzI6 z^{j7mWT#e#(!8iVbUDq>rt2}H@gtm^tnFGzohK6nnf^5RkuF!sOPPhTLv-Z(@|TXc z<$;go<+&_5!WpTRb_2^(9jUf#Ifq8KvV1P~_o3kj5c{3w4fUM6J5xl!F0Cq%m7ThO z(*GWqH1p|3jLi4AV|ex}5@v{=w&ctb3Fq+W2uBa&rJ-KWf>38Dzky>vLS-1dQl&7n zuad{#r->}LL!*sO?ow~L{d#oMQ%Z4zWwVN(}eO|_%; zEGVt@4!uk=D&7UBA?#eqe_ima7uk2pFCz=Cg?8xiW7=k&@lx?zQU#JSuNCx9#yrf;^6rPah45erbc^%mZ2sIOcNCLhGJft)qjK^^)@SC4@CL7U!s{rJ^9}i1*moNi ze&o7f44lT(xQuA{R`m2CwHKUL$x*F&tu6`0=-fmcX1}Ra5if(qx8QD7V^J6QU+MG9 zXjzDyhcG2`DX#LHDyt)1tzAjyourrb(}HcEv8osQ{$b5%F`MdQdt~PaA^Nx9wscu6 zC)U?z6aHQXy#cuQGOc@vr%!nDDfXVi^DTK}wf0TrqTwvdUD+csyAAy^% zO|Fn{_Tl&iB<#i2N*K0K1dR0lQ0Q!Tt+YqG?B7@)igQF+eSA+QEJVU!j9AORefT7^ zP!Dz8^}gJ9ovc?9Z(cJ#WG>W`wAd%tyv(xPHM$nFtJC{9OwQBUDY$$${?z4xaM#ZO1$FI=y#b=VfHf7WtKFv6uYf`s{$0TV2nC4CtmKs)ZCl90D4dP7P6aXeqz@-Jo7S) z!-JQ7lD&xTlSy+$brd$ur|DRhG;!^)i|=zkA?q)C8Cec+1=53$4>Uqmh46y~k=c(& zo0BpUU$a`}FmX8@gHjvzefZ=lcQJAv(Eel=w9<2ScRd5D%lzM;|IAskW&tI}ksoXmtg&Qg<_Rz7LUu-o}~i8(j|%kJZCn;-rWkGlyWY zY|~r5%uXCHv7tVTQUR}-Y*xm2G0^dsWq}8=tOit0EV!?ir?HiM(o}YMUBunUOBMC? zvK;-l@%&V}-Kw{@#bXWr{146@*m0w1NR^B8w8@jQ*LblbIRo@~qCR@-eFVKSFM9-C za{V_F=KtW+rLOayf%Dh;NrlF1$bLnBxgFDf(aZ0U%#LPn)8b@V^&_hgA z;+48Au8qruoWF@CeT>kb)NzwS~TJ_#R=WX<2QNJSQR5pf;#e!F-qDi7t`{OjWUPX3yq{jJU# zDF#xRa)o2R!C;EC+oMJA$l^1@dTd{$4%mAhftmtNImk3(>2G*6~} z{4I3MZtnfW{Ev`n0qq-b;X<}8l1&%t_fIxH%!_~HbL!jHpx-sLnkjET=4b`1`j@5I z3o#W&GFu>X3{!QYlhz-RSw}y^$sfyxrt(K$mbD{iRza4#Lch)Quo8!+Ihwj;b>Xm< z$13n<_B_0WG9WsY*0s39?bUa$CDKy zh5S8{hfWb&my&-E#Iuie1+VrLjPt4UI0gnIS$ioK-A<=mS=Pd^Bg9ute^11x+AO%6 zHQBu>tAKLvx<2iOVfeFnxfw@RiPXMiZIC0gqtoT2wGhp7<-o$MDqWBXs`0?xxOX?q z3qi64-cFLWau>ZlRJPDLHS4px;|T>>bTJK=h@Bhs(U=C?@O>@J{(;g<&N-ZZsUb56 zm#@T=7Ld&|^DRERmOpb}CVQQIA>OlM`VgKw%2_Xx&`Cbr?e8)Ewl!*;AuqmyAGsTx zZ`{q~noXFSx*e%9Ii78Qh^;9!|IYZ{ORNqcy@;!T2jKj&jMZ7M-Tl9tM%($nqtBb; zP+d`zI@Zm2e41Q6o(Ji9tHNDqj_H;fjOq+2mJcDJgVN9-#aXrF}`LWi1q9l3-8=} zd65^Ekyr%>cF;d7d2_e_ASkaUCD)zxu<OPphx_`M-z!qt0uNRn`Bk%Eo>#}m}Jxn%U!rJUz_KVMdms9Uz*Bj!r z2y6~u_X^l-gg~AdWhTQINQ|fDA5hP%zc$$3z95=f$?S_4#)8i_-B$xK0@ZagS_0odJaFv^GMd~RFIRu zWYGhVs>>IJpmeIMkJ+;1Hu|;GBDEV^;m7av+%C>iCFBr!@gEs>si;VepLKo~(IRyN z<~gglPsfRqJpFI%Z}P&P0&f;#%WTLMMlhzS+K!Xz#8X1#r{w5w;BJQ zhmWc3k>`way&k|@U3jD}ONZm$Kv8ff+^(V30kHp#W(#HZ8MLp)qqo4L82s}*=v5x+ ztoLhqXRaKRIvm+uc&)5Ehj+@0!j_Po2JJ)Gl1jIWNNPgM?0@|xiHXk1^2?Vv+>6{B zX}16ljrr&TeRgHnU9KKFXgiQjsjZOxlPBu8s!!VR{s_Ibl9!6Ox~azUzu+>NAD_mL z*1YgBRPPYISvfYDMb!$jRU^z;!2?gx;29%ezHiUrgC*pxV1Molb#(rN&|Ztt!^KUi zM?DUW*Tmqxtk3WNX#Ox=&c}?;#Ls4EPo&vWIUu81?!X==13t_LsR{lk`;Ni$thPRg zmWMj$WOBE|ahHg>irug4?`PUich!>$eyI|$MWhzRy{vEPXYA^L%X#|wAKiEQ`+@kZ z1MA$|y`L|>6tnZi_fSzc2S0bQ>?@WGh5ysMK7*{>Wo_s93|ee59v>*)v#-;6toaH~ zxyLyfZ`$)h)&}&XMF$psD4+FX=VdToY=jwuKbJf6SJAiCv1j@ERCZ+tykFt=xUnbq z%ClecLbwlyN*&p{xwHPo#5?(?1H^XtdEWWik@8%&XV2DajDV-GsFpLY;;k{H4ly#V zkTurIz_VqMHCpYa*VUwCrQG*o{$A+j`OazdsNh{m{pRj(c$O>q?5T0Q-tvSn-=ELJ zt;EeZ`ZgwK7%i@$b!|vA*Z=RdPfeB+VcU(2%-s7(9{rz@;|!BfwBn9_8aw`h1&iSt&D*X0@^GW>yWvjlukK3A?@$70>f!Dze^A>s07^ z7lu{YIFgJ9Xprg;BcPR?vrF=D?m%aL?mV9*uRag69c)eIf?~$E34EISm3cn7Pn$Dj zfNCr%!>@Uw)|yY>5)%hN<0`t=lQr+gn`LaCN%H41@qXG*#gVM69j@25@Tw-y^rOpz zT3u6+%XYImcXd|NcCLOR@4#2h|ejybRJ!*#SxC4}q;+7@q9oi_7F-Xr@NHs?Ar zyBS?A%3slUDkgq_LC+P$%n__On~s<2e+_H0j%h9V=RtUZs6Pxd4|Xk8g~q8={225O zlcVmJrBcB@^UN~`>^wewS==X&V%Zvg{Ih;T<+r&^EIw%H#WEY&$}xTIQVfvcYDSSD;4=IHVH! zFj6KNd1lC*7mA16y`F*LGkCNvEB^BOdQwt#wHU6YCigCwyvEbN$tvZ^%?=UIl3r6* zI7aL2yY-Ez%kDON#Coc{brdi2*mt*HN5MGt$hvFyr*npTe;Z~jwA7f`j~1B^lG$rnd-o!F%Se2NoKfuT>nfnMV?9J#=3sP_ z8)iA08fJwH?lXJ=yK?NjhyNy!QGq`vVAvKdvmUi8H1hneKh*0LVA+%ho9Hj=wNf`F zRbjI4%t^R51KT?CNp`n-4#%q%WTEP^=$klt8GP!B_3X3ot?X7zJiYCG>cBls`}^^r zJa#?feO7`s!KgYS?kp(Y=!{<-S&g+>#a$Byy;+)yzL}AJG5y**JL@1SIeQ{>@=Ph; zC9^|FuBJQCshSbxZQlx-!8}()$KzCEd`#VlRMpP>`c!gD-LXLhUds;WXW`V7?EcZU z%ZV6Ung&1Vc@_4oVe1HJ-G$=^c~@7|WLD=#H2RLsr}FO_Bjf|JVOA%dD-Z2*wUeul z<)qca^QwM-hhXX_L{e6xE|3||)o#2vOy!XF`29PaGZ$o~NS+Gy0~~*sXREQ|ERse+ zD^kC~kNI>>9gf@S)0Mmxj`bHIb@e=)2g=Gb+0Q87*6PtHdy;34W~yZ8N~(?DRBLEc zaDCFW;QFkybI*sxOBgwr^sK8LMAGw^RhN$%h_y;E{FJSYozczbspOLVYrlv0jr#lv zir4eRMB`C-@d9M-a6Pn#wJ(seS{~RXM!puClW4RGA5&$z4E<@-P?$o9Fa_r3=^o3B^F1x3i^+dAHz_20s-iRI>NnI<_aFJC-|o0?Sf2KPw(n1#uA%45rT*NS_DqG5Y-n z7cOyTWvJcl{~mZ(6p!iu8}iT5V>LRA;rHFJ%M;A3@BJ7ih2*fzV;b($3$UU#^oGkW z|Ij$!N>WSVNjS}>#iP!g$uG$Pcj9NhC1qB|0iyVLIHwZGV)^G3jF~1EjOLpf;{GWy zbA!HXkTDsvD$_3&l(LJ@C-~5t7Q65zEAO%&TkgpoMyKo`F#;OX`0sadkU8{!z%BcU zjOVBMl zv1OgtN$f1f_eEhjgXU+zdJ%+EgMAKWe9ddu$!%Y;ubbXp;qz3Hnl45L^XU!z{JJc6 z2#wm{O&8-`3rDgBxCcwJma@KlcR9P38s)ymktO1&HT$y@OJ)>iZC7h!)*-Yh=YJ{( zJ_)B{@>^3lk93`Q5u2vCK1^+ZR3E5_0VVv+4vK5Zx`T|Y{b=WRjo$M#B+=}w#dS#`A7j@$~EnmJ{ug_m6ka}PDU^~`~DDu@-wgL?Rr@7oP<^gh8#7}i(dxz5;J$Zu_$-vY-vFq}clqFU|82eUyzSWCG|l{*om%(P z>(wkc+VRgw&Q4sSZTB6*JVX7bNqf2WI;U;I4_&I`4! zEr*nL_G_%4CI{?qOib1ISM~lhZLV>4b{yG?m+k2NIHoDPz5E)Xn$YW5`}4 zcE|HiN1RGk!hdA3Wsog{OC|8Dv7DOvD1XrG2hrRYV_NZA_IP*|<}+pgTiEym>F?4m z_4YHr=PRf^A+xL#&9m9~orpNt(X-*cOXl6o+D$U{z4HAkc#LIBFP#2P{Jmqm4#NA> ztG(9$8AFa|!3UzaK5wQTz#I|PkS)8|ax6_|kn^*gk(%MZ^F%j3zm=9*7u!)@I9!_@ z{#VgvDlLbI#{JlkC-WIAQu*sW?{aUe2Wd6=b1%%BX>%itzry`G`kGCnKj3t$OnWI^ z*I;MXp;UCGwvd;m8sTmci@Ced2!B&6eizA4ilEE1t}IiG;p=ZjZ@$l`c32-QTA`ov zEPa!#lE#{TUgxRLCK}ArZlv7wyqdfz;ZEG6zgw_z6Js}EmPxK+}GE4YiTIU%= zS7&BUOP)(l(rO8x9!E-QspfvyUY={p%A5T?0G9v5gH_(uWzCU(Q^B!<;~5Fs(Xa{s zl_T?K(bzyA)yY_k2dO7f-FZ*zr6RP>6g`iKjeYv=$OqRs`%b>iGmcGO&NE>?Rj=8%X9g{XiG|Fq*(d%NK&7Y*o4JuKF{UJ$ z?~2q^l{=NLo7mY{My{^a<yy`Az+B|IG^if-q#DzF(u>w|dU9uZfR z7fuw7*^@G}_ZEtW%ze(@-@ig7HOp>B{4dMcRt61eIlTgzFvnx3;rzZ z^>FrV)Y}mxzNg=#NPC|46GTwfsvkjvHSDR+{sGSDA|Jd!&%W$<9SciCs3i-Y5>I!C zvaICGcl)i{e^2*RCCZGR^La0GTn3Q$35k_3<9iW&o*usA@zhGlQ;rWr$l>&U3T`($ zC%g21&(hSBxWMQ>fM2pgt}-T{DLy{q;mqK^hpd4(w*qd9oP9CQY!#2^^Vxi!dKhn*g{%&6z#j*`u->`D^s_5Cm(9l4<(wfK%z^ZT3ymHgh0K$~9Sqc$j!^&8v@+9bRU4yzI?; zuRNHwXK(PspE5x?n9et5Wp~ycEdEn&N^P#b&_9X3KX^S2_PJy8f{~?`5hK;IQ_;N( ze6o+;O6MO)m&H8rmLs`?KE>ZsTE2zPsaJI#OU9A*DecO`AbUvVnO5f5oi4{T@g3nE z@n4cHw~2#(M#tUIUIgQ;xBFbi`=8J9v?;YZ^He3(r7H1i?w4*iiabWkJRL7aw~bKg zEqY(^ekF!25{vheTuYnwJh~dsK4a4^Jk2-q-1*rmma?|_7?Jh?oO{cjXRtl@Ir_*6 zZ?NG69J-dBscWP0<$OfBpjZs zht;HKoyT~eT;TfhYdP;dsAbMo8Hi*LhU_A644a4Z>vM45MsA)#zoM5^>ut{N)KzZ5 z|9O(}1)ra(OnS!OOIJkoE1VPA)T7kcgTcK@X?h}Z$|Eo_`R6+r|Mx8Cfpzg4D!kU zUpwXQ;?Hc!N|?d2+$dgok1ub;qRoC^z@D6)eY7*DtAw#DdtzSZnk8e>3Em%RJV`~* zsaoGJM)QonA?7dUk?P{)MK;}~kL-lLofd0(@?c1Q%=WY8tM1wlolE9yR|`*QS;FUAWc@R}>q?_Zddhs*k+4o};H*Q-+Pdsr(pZF#E0B;G z-B~qN9bdkOVV>!pMEk4~U&*4Uc(9(Fn@Uhm!t!@mWhPc?bL}=tOf`ml#5cqB^e+qQ z)9g|lZ4a5gY^a6zV~uq6#s1au>0NMp9x}_lTf;}a^_>j#9x0RgyC;@rr_7IhG7$@3 zrp-HIZmXlGL$^N8EQR%9^f*}t$@-Plqk7Wy#Xiy1mfSaFk|`{H8ZWb(;?JTom4qsI zSB|u{BCI7Xhr-}nar>1>JuEK7#Sou^CTIt&MXlnaW%@<&#zG@^|Xp{YSNQ--L3 zX@g*N0nQbMX=Z$P#^VjRJ_1kv6+1uR*fKUg!!wub@`wC#@E-Ycx4yXj0WVe-@zeD=U|Y+Ozz< zM~gD}n~DzaVb}n@mx60Az8t0h!Ty$)ao4fD2#wpq;A-5U1uWe{+D4Lh zV#sVC$M)5S+S{LGH+ zJ=yWIEb#ytCy|^zZ_dTrbM(Cm7jCD=TG{d;(*D+0H$F-&tEMCjSb;!8` z0xfBIAw9;Em;8OcW98{ylQo(5-Jef~IJY*Y*CRFSCQ@hlIE)`7hb(j@T3sw$PEHf{ z=ZV6VtbK~KR71{v;9uAkAEp*c=4I~{#b=897On@Tc=v!jot=x$W#3$Aw-pPiM>rWT z%ktk+9$U{N74&{9-Lq0~f_DeW{6F!_+kBSi8sCbekNoC&?IzbXsn+2sRsX#nZ0p-C2M%ZiSCa~}yc@M1k% zPw;;VyzcbbgFKY^K&ef14SYU^>`cDDh@{jYJJ!+cN-~*@5~8oEUiw3Bi`=n4&o!a% zT5*|*KB<@bGYRDiqH3tK?#H^LuryWe*EpJ0z1dAFdm}u<=4KFBLf?3yGq2`eLSZ_k z27cD`wi12Y>6yxQla0JT@WRWqd|Un-%C4-Xyn_Z4Sp65xDw4DuuP$>%{1_&sPV6b< z9s$u6vVG?Nbs{e{jk2fq-6HfLym-gYFzwgy_+}9?R0fz0fzEy(=JV8G&nm68c)3)T z7@^1PZc_+axm)*#^WLOK1t^ceoZZ@$g~MiCy$;&*MM?`2Zos^iwELBZ>d`hetfsI! zJLVlPbH!hUTd`yA@ph6f+);=D9X{>kZkHalQk*#=@lxK4c#A0W3_dm~jyOo)xLbdag4D@mWUC zN4zSl?NZWvYVjru2NL&|^EB`n#&G1ozu`<3IjAQ0{q&c3;r8r975u z6&cf07j%;7`i1r5<)In4zYn*wk}B0!vMa`V8S-;TuYu}ZIXAo5oaWdqVtp8m4}|Jw zh$KcXpk-?rU@P34us=IQriNqg*LU@MFMqCuQ1)y2TF<#Rmx}*|X|MuE-k^D&dZjL4 z3kYP#&Fn?CPQe)?6=w8n5iS)aMym>f$Gg;@tu8AHmF{-6@%8_jUl=pJyC{_M`r}0q!eMC=x zI`XW~>g%Dem>46w%oO2`N!iGE7vbyz=$sCdJSWZkmaJ9i>C7kS^-aMQL1|g-Uzw{LbuW!3LNIj#NAXK4Zk3^PNBUeMVv}75klK*We zX&ejI^YvslzXOdHy!DvebT9p1U`bne{4GLDyY9%GuGADL4vp-vF-BAl)We^S52k(A zwpZu>d$45>%ihC{+_60yPy6FcDs~RXhY2L-8+WdlzJSQV-euibP{^$0WWA;A%dF?N zGRhqys}4=eyFyGQt5nKvuHP?d)C!Vskdn%xYhiu0Oqg8`>e4x@k~$faQyo1ujGl$c z!^Z4$UDbWZm)-gN|46zIu%FBC58z3WNTL)0*+I3A6#~()P>Hep-MKjT-2AgE0?8%Ou zvFtwH_6QB15X+~Npd{(vp~onAe88i+)1$HD;=6hGoabzJVMHnppPV@r__kcZ0@XJT!)7T@ZMzfoPsZTGXFDFYunb2t>1+D4soE3 zv*v1bCy&Z|;@M?C;+G4FD{KBv`Y@P5PI)7a@=Jg7#m zWcaxdTk_^}E__mB=}x{r(*8!;%~RSBjKZhV^eEnzCqC6(_pD<165>hLWi8kHt$JRJ zQ>XL#Ye-p(Csf72{#trL58vB=H>OsGUBgJf zZ$Bnl98Iq8F>#k;Z^G7-XfvL7*Djg8 z+@Hl#m$*ACZ-D82`b=%yC$Ke7gpfBt{1)+D&ihTLS4<6Uf>&7PU>(S{_CJ0|ZX_hso%+2cPP zPj-_B>De8gsqv9jJ7+=mY}-HNNlpDOWQBIvKb&7Ia_r44d_1ha6500B-$nL+jmZP) z_J(76;bN*Q9|HSp9J8L^_r{Xrop-KY_a?{L`Wvj}p(Jgf^`h9DOfFf8_7ir$tmhL+ zmnRx!#o!@WSQ1jHIJ2Jose4rltEv?48Iqy(Wf80v^cL&;9DP+VGR|a!!+6o1`23iN zIhVz=YV9%B+z;MY;d@sa9m$s4A)8vsW$2j^u{AmNp`xc_rS-vkN|7G?a#!jiS z)|w}-;=PkdaypAYhM%?Rl4rw}=`xwbZSZ4-?`z2S3BCUmA1{MaFYPA(`DT8S*+Gw! z`!>2x#rFGgG;cIg4?e4n>a%P+ZM>?z!Fn3&+?ljn$fxJozk?<3)kJG3*1PD|P4E(l~s|H*tV{;?k^X0lQx5|-xUAJgOknDobk>*=}M z{_i0>fEL5}=Po)VXXEMiXQuM`WNu6S9XV-tlX#jDecIHwClyT!y)+=_AF!D&04Dig-u4l zQ)zmrGb=+WnU$ye*+RCS#;9Z1EKkTXgKRP8Tur*Y$Z)^^xzm1-Zdu0_9*kn!$6)j+ zZm;>KE^>SI?u zcn&OFS7a@6F*s-D*zvUbo6YVN752b#pon=6eHzkwJpJ;N;2?4wB98XZP6chY#hPLe zO5NgIjh@OUN?_Yq{y7V;T9W=Fvekl9uE9>CWhw?dNwUYBQ(V-$1M+z*k;>1hHuVcX z>*|aukeEf&Nm@P}Z^{|b4)W=CJUt42&ti1y68%8F56SZ%KTSR1viNs^E$c;!BCLHP zjca2}vYed_nRooIvA?);F6RZQL^hk}mh&mI^XHI#3qCZ2U-EPBaD1}x<_%Ce@h>@y zE3kF0S<2dTJ3CJlonFV^)VJ8|sD*{Anj6@nP+3bAeLx|eSbsmE9X6|&CGOJ1e?eBeFK~t z?7Y4C=@5M$z?$t@wG~hQ+ZdF2qZQd>2n}B28&|;Pa&faB{w}0<>i^CaPm_B-x%XSz zm+O#ZVNN~gm-MnxtI1!yH}tO7^G;Hv%E%a4U1eYH*cQ?3Z}OGb>M%O|?dV~AdofmR z=Pz%>ad0`h!xdLOli;=%M{}db;#J;J=JcZr2{k;jRd+3*J zeVNJnrzp~1Jinc1XBAOz$e-i?dLz}}_?Gpt<5(iKN)L5R=I&1-Nv0$KvsRFg@1zKVHA}aAq@W zmBfa}oHc-b_QR)UV#a*mF2%p!;h9y9t8ukBL{4xW)W6WfM3{88wVu%|&%2j8t_vK_ zBth1T+=uN~X=9SMs}%Th0rWBpVLpCV#mdYsPG+$0NIHl=EE0t>Bk>3SFZ8pE|EG4+ z`TXb*wzxs$D-Gi>_}`f@t6O5Syj zAIb9jn(4m#-W3?o_t>u#LmUInamc+zm=IApJL2XE%egw zc9xyv8aNrWUWZGbTy|p5)aX2))*CQr46X0NqKYip()f|tw9nwemoyqFE;ZpP8|c*# zgQml^7FjPgX7qE;fv!yM#i*5}s0Pu>tk{FpnThnaE69=B>sA<@*OE4G2|mRA_Z+!| zZ!95k3z&9?U`G~OL%*zjUPkNGw7mnH+LHe@T-gibGDG_)`;u>dwwAMke=tqgiv+2( zHpZ4`VUu;UsgOBbO9x@o<8;|pxEendwpm|rCDfmUN@LM(o|saUeie;P&*4Je+}Fm_ zR0UnYZpq&C8w;%v4KnZZZ6j>#pZp!k(0&MCU2IS0O6N^TR`1UwPcqilA^9TqZ2+Mg z_}g3&V}I7ldXTI$-Nd7l6|1)6_QsU8JpTZ#jU(S@aL@d&iG}$66x}ngw+-!&g<9$z zcg55vTr(|nMDpIJ?%%UKVIc;dN#|51d(pOIVOByUIUgS~8~hU-yoO&tM62`2J%tzK zS=eN@Og^r>mmdL-(c(egw&p#+YjDUsvPgajpZc71$v~5N!Wm&6X1N2klDoaXXp}i> zf3eF8u6Fid=K(Ow`G@g>eK0V0pWB^xw05#q^+$XtFNlzuD_~M;*dCXYktd z^xRG_Cqr@vgnQF=96K(BN@m$kBgGsjOw(Fc2q)j(Mpj66uRL9?==h(Yms~dWF}49- z9x0|YWS5(a4z=Ksr*VnrE6MPJXx78e7TA1@!KsM7io8?B%&P3XyD$cg5V7*i`3c(^ zL-ui_byMvmi`fg%JRHWK@roz3@FI=AW4BkZyfV3)VO{DvpW>KCV#f_IxQuTk_PRIi`By^LQGM(MHxF{)MBRSaCg@pInGLz35#` z6l}r!GXF6dP8YEEM(kQcs~>UldwL#3_RJyL?9*Mgq~>Wc`%i)4Hr6}G(KX53jU+#_ z#XmGyO7moQJ_!=p(7t?YVOoy@3U=ekH-zMXDvQKB7^#v?Ot z=2_6!_8ehbKh}Pe{;4nA#R$HI$5qqL5?EA(()Ze!0nd=9imIU~>WmeIC@tB_RT z>4CrXp_>`zWpKA7X}am{CYWc=)gJpZb8?cAsUDj>$g)%Qv5~c|VfW{-^bT6&oy(`J za)n6rEG}IJ`D6eb0R6^f{}5|WfPPgm^$93_&OQq;>r10&R_s(}!<8^!Ov4R0w*%i! z=CLh!<;S)pGfMJ(_1EH7W7Bcs(0}aE2w(E7Y%mU8h?A$|&SEHNSr!wnOB)iCb=f4?rP&yQ6sen-o?Y-JThK!ApXvFp-_mLor4z57Lu0QST z&Ta!}SQ%P1S+k}q$I*HnZ*Msgw$O7?ny46`i{`6t}`6&usE6xF4Q9fZMYmJc%uLLh30o=Onh7jPH3? zypL7~Xd~;~U&Z3A%jsaW7(vsu*geemPxbZ*Yd2@lHpb6nb4;f5@5wZZ?GF$w7GXhE zY%9jXsRw>7t|VLR^(4sKldLl-!tUe5sgka=55R>fzUBU~274zP%1@BW%#S+SIF@v) zp>QTy-hlB2RvZMm)1kaaTzksdTj75fjCbSBC{hogX`XA;)P6Fkb`w`xMIqDEa$-)#7zn zm^@moeBSP?Cvhp!<#@KMjj>rb{}Jgw!OY(w+`)Ck{;)j^Pb%`j)F^tAjP>xUjn+o< z=B(kEsMT6DNbQf*CI49afAO)*Oi0{J*48Sg7fX@*$@vh->`vpPa)ZO$0TcG@>I;U zw+=Lu@#!7W>}kI6xjob9HWyFZyHd=WhE7?V`WIbl>8&JhOMc!yFs;mAN{Wle zV`iQxH!u>PVLU5|`D>u{I0-7S(%;Z|i=KC|&XKI1)g=vSJp#t5x-t^?FUNp=?7INh zk7N7$NU@wm*Wvb?#<>SYvR&A`m^aoZ%}n1@+b0=>my5jjVaibuxQeAF&~XCqPIl_k zMWnqTk|#C29hIzXvtarpJjy_OHCDFdOGRO^yU36ulslagnxel}MXk$(V*I;kxIcu6;V}Ubik!moDF=Aw41n!Gj8zI_BjGW?_ zp5!RaA4jlYdwxBWXKsS|(O8$&2i=V?qiNEtFfvxgpv;DzONLEweAu`C&dDl;)Q}ko z>Eu#f0M+Cs|Abbr^3`!7=T0^&VT?G$sFkXJe;SVl(d%WAD7jmI7Y9<=rXuaj>7z26 zWtMS!+RSv#GSxY$Qd3_XOjV1_i~drZ@4_Onzll$$6g+4Oc3vP(W;XC)kK^&GWdYCMS@2jGle|$SSocGG%pJ_W@GFZgJ4JyqEPO4Tl1XYHoLgu! zbH`fYS`+;zZ@&ZvUO+etux+s)M5oPK1j!`3LHzX)SrJ126>Bnq|yBfJtnWy z6J%;)dpZ2=rOn4km-h!Z!|VVySfZU=ttA6No^pXnd`PX)tASY z2NUw%c@CM5uzfYW{-JprcDo#ZYhvjaTFm>mu47K7+kE(bN{W*3 znC0h3tvxM{ya1;fIF-t!-JN$N6rUyEP1rrd-sfmCm8D19`<-L*mb5D0ypZ%~V#Hgt zudDTb;>5=!nMtE(^;B9^=q47VicWHh-c&&KI+8zviKpRB1vYtDn??M7qNj(n+XOq4 zb$J4deMp0L{PBI;GVfp@2Ij71y9PmQO0w4KUXecAX@?YGkY26#LqDrLS)1$Mmz z-h1)yAI0Qky}O*oe?#^iQLGr0ZpWFcSiA&0zhsk(V3X|Iqsj9Y8Q*=bOHfgZW1T}#uf!2c6-GSet|^_#KHmG)tgx3JVY*94{6KX=nd>7yA<&k@PaVS{zF@9Xzi94;pcTubM>u>Jxv zeJ7%&;>-C3)_n)F>mZqR8db>uPC??#=E>}pLm=}VzT}?!0ut3VhGlK_5He&o*>}9> zXck;rIJ+llCc1w1!-IGIW(l4=kC z?!;qTyS~`T2XaR>1A3`(kmnn9@iO(aQYEtlYwmE0cs??A8PVfz=E_bSAf@1b`PYqc@%Tnv}a zB1o=kny^M2m=D%kRzIb3Lo1wnSZqjjr+>wq9s0WfJFB|xdJt!4lfEeJ`}4HSqQ4Oj zdqBMs?)_wBTm`jixOIV8FjRk2Sv2)hN5Qg>7+h84u0xY8+I}8ZXRzVPSUZk=4rjMb zSp7U4&LY=t{L5O(`M&oNaj$SpZ8|M=_H5EW&o--JbEJs#By9g6e{cJqg7|6tVsM7V9Y6D&vtT6rA2c+_1E@5e@}tNPf)v_e;46( zA31uUPm`QCk3YY`pI&#yjbhD2mQO9&Lc8!QGkqGc zdTJtk#RtmKq&1mlLaI5OQak5VHvFCZ#UPfq!mD6ik)87f{xq^53GWu#&b!F=_O-{M zqPAa$15>f~PHaB}`t9*Ab?zsSt)vm~AgnlA^j;0Ce$dUe(7$whN|dT9LNsT+(MH74 ztdOd=8AI}{zMS|_TPu69$wcjB#c}G9+-1uW?5+&o%J@~16_fj_9bP|#FL~G2L?2I* z_5?>SER336Mef9$OI)dcMTS8%ZeU;X&Ce)sYbOqU;I}sRA40bOe+Rn|JG)@jFOW-y z;a}+S6Z>{{g^*_!S!dXjm#^iW_lrcg@P}_;m{nO%Vt1bA?1Wf9Y))0l%(c&Z{b@Wo z^T0A&DmD97iKo@^x|X(5wx!} z75biYKXY6v#1+xssr1Wp$&9wSXIhQL$LR4V)~!y8R90>d$Lr}{+;Mrsy9Jwy@W|)M zd6ii6DdrC2VULsPJ!g#csT2%au}!jx--0nF;##F`?;iX!-X z0xSI>YGw`ObNYM<_c!~WO5g{PrVTGX$r*28&8gbhf&*XCcpdM!O`N@&?@xwbGNOD| z;LAm#NoHPb60uj?d$xEvoDaUHy${Hpr}V3Rx}7x^kZ&vNw$aYjuGsd6*QYFWpD`ux zGMb2W7sD)>q$`Okck}F~Jg*9jlELmWEclPUtH?N!CC>M~u5mLn{r}VYr)oEY35V3w?9u*t}}ku zVVi|)SdHv?5}qu~$$Fg(F-4$~E5B6ydR)sBcvoWCcgDVZd2<;y$o$RZ@yiU5BVc!@ z2>OuL7xB5zo%=eBTRV5Np2v}@Ed<|TndQdihxo^5g=l<@n3OxQn)<9lvhK#NfiOs2 z&Zb!NpyNyF;XFTAV&W@2@+kd(jU%hrKWi$cvd~-X^ecqVC2vN&zsNp@zQ4N0I8@x4 z54*$Jz6JT-#hg`aH$xi(;F=n$ABiz{k#(zW-`LU+DzC$KUsft7!n}wfd+3##QIBCq zX6!eC@ROuD6xJJXYl}9LFJJ@Qmq0o*Quc@iztA>$E`x9zh-BXQ81bRBcDs`#YiUyp zD6yg9+(6e< zNcoaffAZfo^iA!wW^B2Lz8}Ip*D=+#R+N6nu+9(gO}*P2U|yeO$LfE)o>tRnjPq)1 zX+4hA)nk7n(QS@S4wi>_WDz|tWZNA^kF4b$>WrPX_w@G({OE1V4AG-0Nmf9o8&6pV z;k@6gt*6YiIvulLpy3=+cI0<6>DgafdyAU~VcI{&hTnNfH}Q3=(ePQ4mnZAoLVUl? z);x**h8OydAHl&CF&`M&cLv=DFC`T056wTWemHIw#3)wWfgVp2DbDoeV+s z6_PCwsY+sQ)^hBo^E9m34{xu-h(~dGzB5kM^KM8j^&9WbGy1bcgyXQbIhJlNT#Y>r zvl^`an|<9ymKU(73kzK7?78%-&sxbiS=v$kw7!+DkJC0Y!jHv|@ZE2W;~ zjpbYu>?;N*8{Ne$k=eG>oihqoN0P1<5C6t-$x*Y*)lW^@+(z3Ac-O7=UFGju-nWJ{ z$Fa{ut#vde<=IDKTykoard#g959KY3;qfXd^6uqI`oH1(iKINh==vwN?uK&SpuGUC zo7g6m40~fme6%g^I1iSM`2IFt@wGFGJLfZdNAuI&dQC0iXT;l&?VSLh%+}Z&Dh=RW z8oyWCe+x!ljN_N!SZ{hAO5RksJ;?tvAeuKnr;#tY$YvVn=D_2B^y=*R%vk-+-B8wH zR?+9pINO;02JoZ*v~Un9l9yw&|5rJBi5S&~T>sHyBQLyDe0_!&tRzoocHYmPhv4xQ ztww3-cZ^&Cfjh;Cr`c@}**B6jS>^smgN&wS3uD1fT4t7BW?2Ol7 zpmSDzC6D7M8dT(=AHn$>epZ6cowfNOT{iRMQ`oN_+ZU(NE?bg+>_|tY`uSH{eA}3I z8*9wQr4Cw31b9LpyJ)Zk`l*STm0TlS0v64p$;(p13AoQR5KO6IF_DU%JYk1id@g&cF^F}iDvQpLeJF#;Vuiu{?@-AkI-rf;u+CpUrW_87dVi<4+JdZSf zyvO@L#*1y@)P6LWi>u2Z`Z5V#C+ioE%N*RV#L5?V!v<(A@>9ZZJEPrd=$7>@`Nh}3 z;Q|(H&PtE^`+UK-j<@HsLiFv(pL3^sm$7o1D7G7`Uc%(eS$-7?Pr*4kuaj~3c`W>h z_t%F*))jYv{VF)!BQ}j7UDmmE(@zT;RL9BzyriQM;Ar-^m`(HKbQ$Z`WU*mlSaETC z0?e{*_5eMW#ehxFS*V?QBGOyFCA-57u)Y}z&(i1#v3ZO>4&~*iV%p`Hc@n=#=87V8 zDGvEQOy(5hW(@(4LO!D=r;Nmix$%tMZFz z^RxalZ}|?MmR!@Tj2QjtkoV4~vBO-W*gz6oiF3OkpLs5yh(PPGbF{vCVbsMeSK1Me zkgYP5AEeD;csbM{We{6-wOh?tTcRPmUx;J@qQc*e8qq4?) zq5d|q>o(Firpuegf+@DG(Z^PLrYb?!&o*TJCZs4KqV)6aMl5<sR;?!tu&)06A zmmP=a$qKTa=TC&sAFiN}cH|X$NY&xXaJ{CpQulQXOKgO~1LFBu68`Gzq$wfs(VW^<#$KSr9t#)8{e@e(?<*4_sGoVNhU zt5BW1zp>L_qJP%;jxNO0*PMT=7&aX)c?vuR>whHA653t_^UUJC#t8kL76!5JP}*He zf_-uLGx}t8LkS++maS9q=|>|}SDYE;>`7ux-tiY9S)TgDJLfrLIiFs{|C61jjhHh< zYi~m?x!;b|^IyDXw#f1cr20AYOc6UZ#hTD7>w7c*KX3FV^OUmCzZ~uz9N$2c7|FJ$ z!(yIqsU~=$)=G<*=M*@Vs&g+pa;@mSi~M!8{TX>D!@3oV{^FdC&TUZ`d6tr@4!b31 zZWGL#3d8hsLJ!x-U7L*5?$%Bw%c`DE=sNGs(aa}rFSru!n%xhz@g;o`?o{)yZJe5yhA z%;CxB0D807H}e^e$Ch&XztZQY;ItDzPA5s;{d_{ke?_pD z@v=IOCeL3>R=?BOT?R5E>9xX`lqv_Mc-JMa!;)|3cX}lM$q&x%Y1C_1K(n>;Ghe$Z z)X#$SXukU{iyVYKGobyp7M8%}8!~2&%GWfRz%MW3tAq7>mm`N6JKursw?^6(e54r( z7qMAm(cui1-A8mQ>;H1zvKc#`B2zV9{w>|_h4pH!u7J_cB7Aq!++B!{$;4mDw^W5W z-q~mH<>tCC0REx>VP>PT2N0MY$osB(R=(ZQDJfw~KqR_MA!(tp553z5J zC#mATOe}we+^J&HfLya+`zyA8%-X4xy;fAbRg5T$fy+d>(GWTjA6tloFZg~VCY7y0_otqpzNC-Ypk zyG%Q&3Y^@MnQL$YopYU;C%VsJ)Dw8~t#jVuDYwC{7!*<~={R!DW8-elIDrN8Ht;ku zEQjedY&ioiZ^J7!gD=$gw;0w9UhC<8K93#Y=z07qRaOpx!Uj?P@pZRoU;PS6%EFOrCNiPc5o$ zV%{;fmgY4>U_FT?iqZEO?KdUY^(>lMWVwR<7Dsm)-*>?3Uw^NH*n>Q5H|yLAt%=5~ z;;vw>CeHyFob}HS@%KDWST8!B2+Pb2?8GKbSTSQxCo(T%>ziTr946i4d!FoPF7->W zS`3jdwO@;E^YkF^Sx>?KQE=Z*?ghq;yyG~V?Vf=A2ztH=v*Zyj?zkW5+6~jD`jo17 zC*s>yn%)G3%=6g9>*{0nAe`97%h%DlCQLSoAx&LzeT_BUpjXFvx6*8_qyM6F)`UJp zqM4-6Q{MBmI99BAf##XJycXu?Vabbl)Q~S;O@hoG{uFloVYEyHK8wx&)k@Ze*3j-6 z(sgz86{1WsZcemy7VGDp;CsIVuwgG&xE!+o@wlVNy+bt2+{1TaTM{1A;g%;Gi`c!l z9>3IgQ5f#lR%70rIRx{aUBcEawC!u(P;!4Enk2L9JbG0kYbqK)L!!^LFjZeq;Z#== z=LzdOuH!bd{QKlMA3st@cXa{r-|3%9?MD~l_d6s>PQRTbt%|=V;Z-@kG}3C;b?)$U zq`l2-8K|Ex_1=g~FX2FDUR=Q+l5yrA`Wz4IN7%PFmXz0f)}coFVa9-cFzgGlr2&tB zTJIO}k(abRfz>+E`c{6vfkuz=n6vCJU0~07w&vaVkI>k~ueSMKTm1Nq|8?YVm1#T% zo02E|HfJoxp#Q|ao5+;92R+&58NDYPUr)I1>%9BPoGK$5M2P|XE%P(-cAyq}Uk=#` za7f*UH+ffCtbD-n|3NRg82^OYT3bJN#`jRFB?gr&STSqsM!+xGuMX!|L&Tw*jp@nj z+m}8!=C#VIPr+@yBeH&RiKCM3_jCT(f`z8g=187>DLW>cQ zZr0A+wjz)`U&L%KI&RZvIqlwx{hdhpK0cmibo&9$9rV4CRGE90r?C|vaWKF5|9Y9F z9ak6o^Q17Vmxf^5%k+&_WsNhZk>M;@j)eOG?39`XFNzE=V$V9;Z-T{ZBwEE&GkYi% zZPzWSo<*wHNL!iR9*5C`u6|03G5gXux#LqsEVFYf^NP$dOm46m zBz>KPn_zPWTz#A zngm%Vy$aTsV0TAYoC)t#lA6Zq$@<%jL>)0H`Eb`^YGZzsDjivY`T%PUg7Ky7v)+}# ztK_*$)H{ZxM>=*cuIvT-R(Q|@?`t_WYr@Z??LPS1-SH3LNf~-4Ye(i3&c?!2xpWBj-%mF{`?>vbLXBKt(gIp zS!OqhkK6q%N9J9Qdzb{79d{%I%0ucr_$4b+DI-leR|ct7y^NVD95u5;u_$G%IGVlb*JX6>clyYS{odVWRYGR_!`@$X=JaeW=- zn&4uiPBY$fgFdsyY9&32)4lk!W|%bC(BQQ-XXSB5+9~&|6~ZJs$dJu{sxW*7Cho*noOrpU-CDF zS7y$K9V__Uh2l%{cdhj^9W!!Ik-0UeL%g4M{}EA+^?5%1uOjc)Myuo-9m*a(Ns-#F z&FI*cJYPWeb26=Emx1v4Sll^FTX&OeCyl@hvHu&DEx&vZEU%mR>kn91+0sU3(2(BLHvD?o%V(1(}f8B zu+i-Z{cV6~Lu30Vu+E!`O?r0}kWF^JLJ;YW!4CK9a>AhWf1}%NxD2BGecR zt*ghEu@=EQL&7V>t1;T>#U8cjTh!G@8Id40GWMojDl9EznfF*YxsCS2tkl+< zz<=-4*A2L~ThFoZGVSEf<3c0D3;bsyoo*xTzFL2u4zKd*3&^@h1fM|jFWI<1o3vu3 z6QGi8j{Eb2Q$!pbZJNBO=jM=uHv&B@L@R(lWC)m=$BdgsYBPDw;xQd*!gYV z@_|_Tvo@0X`wTYC{MB#yXfKSrkp_9={*0KHjMhJ4%p;gE#I}2!S(|)s@w}0AKA6QC z`JcCd@z&g3^<{}eoVmdnx%z+8p41jhKHU%Q4pR4x{P<#u2Qnx$#cTe_n zqW-$D^jK|orTv9kTmbbqSpFU|&B4gFY}e1-Qav_JuE^w3OC6THsk$6fGgGAzF1BXx z(tIzOs`6AaYdv=xWv;@r%!JSTjrX8ak!QTgi!15Bf>A1&rAyQPFbw~Tgu7fL)MJ;! z_42N>x)j)76B9dW^-8k8Le@Dfn6-1cuFf;3|KZeYv}i`}F|5-T8ddasOMzcY3sErh zaFfa6R9gRqpIMhX$9Q-Rn}nsuxE>lv^E&i7lz;rp&o<*$vV#BYm{zU??uPvPkQvE} z&pW@oXmlbU8I65Ek~i6)QkyMVkGEj?d#v~~p5@u-r+9rCCSI-2lW9FepUDN4r@`Z} z`WfhSw(m53P2}gdz~logzk&`Yl5i;Nk_jRLK-vj^%&(IklGI&vX= zPuFwq>i#pn9uI+vINy*pPZyP1*i#KN=JD%)aAyK*{UsW-brqL-^_5t3JXtbt_c^Tp zoIa0ZO6C|W#gNIaV>7eq81^cP->o2%n%fVOW41W6%$-Ax0;U5+owSk9V z)jp7^&zDN@>2X?_3zy0CdJ{TN@|>YO;8+O0WxRTd6>74}RI>kM{OHCXv+83ISsRM= zkGpO;%%?~7yTVz2V9z>i8U~xgaPf2ho4X3RSL=8ApK9n?k#scqK4J4otdRLO7iy~t z8*hW;4Mvq@`S@A%Yi&$SHL!~?w-O82CjX6ixQqv%&SG2XJ(gt8Xd^Sv-i7Ibj!6En z!A6r@3ukTUr+ORijAz(8^XI!kC>77YgvC!}Y6jPv*}5^yU(FA*9$^+t{vgp?bXy=M zB%kjGJfK}+Bsh_bzhe9p=pI3y#W?x8qx+ELalNEQY-X!pZ~ujQti}$#@a-d3$Q+Na z_+;wn&9bkSwz}i>^;$Sp8>#HM1WF%~_+s3-l!TdI-kN>>haqk3d&L+QgiDdTCp0VZ zj9X#&6H7ho|7-f2hDX`=6HA$ zEK@-+S?7MG%}7{(Nva3oGhVyr;`<-Ar}of1M`UI27Cq0zhjFY_0&jB1u?a77-I#R+ z$+Lbb#Nb(wvYz@P+F!XEotI7`jNSd5tWiY3@*zpg0kJoPUj32?K+evnu-_&Zl zo@PsF(URr{UY&r!I4x|q8`KbejFK1(Ib&VTH`9}hl8 z9G?ZNfBDf>_T(9HZHzb=dJoullQ^~1s8&S_$>!0YUT49s49h(vYTQGM`uy@adLE&t zgY}XpjEUxzU_KB^hrsGNNMt_PiDFVswtb6yJLq*cnX)RPx+pT0PgT}J-UI#zwM(Fq ziU1eUx`Vizbq|>@_YE|s)9Vd#W>xaP^jN|x9;5e%Jf*Yqreem|T51jNzHEFsG%^>b zw1|?dW1ql(7#3EiTP@@8F<7{rb&^S?A!PqH>UIlVF$? zlQa4IM9f`B&Tit_ZE!qWYpq@JWftuF;>e@?{3QSLJ z9E(pq_4vHrzQp}h9X*eJO+~}YX@9uhj@NtELsc{q-|XjUewZf=jr3YvoKL3zy9&5n zfprt$T!B={#rPY3?i8ITyHeN)$9r%kwM&w#{UaJC_wB>%`$!?SCI{#}f7RxwZ zT#LQ%eLb0PV%0|2ayTh6hdObmGn8u3{~Orm8tiv5;1mB})_&FsmxtILeDXF@-bl-f zAXfsSpW9c2)fZ}EH~&6D`=K?b0gmP9`6W%a({zsO{hCIQ zPX5-0%wOVl1Lv#|^Or*4Y_^$#-}lqyNnC%I&4<}n(RqjIW4`m+(V!;Y9l>5}vF9=j zyiQcQ7OtbPHc!b8nPGvfk<<`XoPE=5v1}Qk3VXL&deMU4GEm^be~%;Oyu0-`#Qnsc@^K-G{K{KU}@UnaKc`TGpv^ zo2Q1K@bQP(umN0l^5kTNN&cE1FzpAM;(TX@abYBXO5WCv`fA8RTcI#lODAE}t71de z&R2ED_0All^*!v|!m%~Ph>RE0T|wNVo%2|0CD|XKeNa80_dTwSdd7mG^lYl9qU7p^ zV|m;1m>vg-S1WnI9%yEDXEIp458;*~!GpZNDUNlc|9|AJPvTeccz^M*C&qVW?Xy|! zN1sn;;eLhKUCk(W2xKdZhTZ8flQe&`(R0SU%{ct7-yK@%LEfLpe~I{WhuHr!Ewi3| zKGY}B@)ex>jwCbis6D^>fVVtF?~!a)4Kqrx^lz|D-MZvTIf6883iitNOKk||N#oD@ ze#dCiT)U|@UxpozG0vZ$)yl@bj2Dk;qn&LhL3cR3HnRLd7>Y4L##f&zsv`=u~j2yT%nEi ztX-0v^H_HXn~n16dx$l%=MsE59@@z$dJn0Re{it#GBT}n++z0FA@W^>&&jL%Cp>zw zd9rs+*WW6wWHs&}xTLn~3_kxZE@mx52T>_GdK$3Hn-Cw1F$=Wvpe-M2G527}2yhbq zT@1_DV3b|JnbOY&fgKOKR^iRftTXE?T-j>wx%}I zPjs!T?T)OUIpA57RE7WisHLoYSpua?$dL?L8}VeG`0+oi*(9djL%J3)%S?gE1t)RprJ^2~tSq-ZTm%2jVlVk_t(0@b0FL$!hS2j31Rrm3LYf6@2+D_J5wmPIlCXwyq&< zZ8A?Ydi_y|lMk}-H#oh5tQV8NtLXNJcD}{?)V$3q`j>nv#{bvCv^fpdk!B*)GUA`W z=RStgXmZsg=|%kLE8aW?uIIt@V7Ncy=MEllD1YfBlKlg(r)jbdFJ_VDGRGfGlP_5` z`IDZ8Kvry(*WwGV({FafYg)*pW}7-2P4UdO(|Ru-ROA zzwW%eD{SF^MSB+0=N7hXTJXjfZE3?&v&h#IQkfU?jo-|P>rCqLEO-Zeo3KPhsAqlW zG<_uleP>erDKe#w<&!i|7N2?g>cD4`>82PjIKvA%ee5etix?}SkZ3W&W!_F+M{QyR# zM3kp7D^l%C?n5DbIz-+kK{uY68nt`7{%T5_iS#&M4|xJzg60R3IGGF2g;RCsd_(T6 zLOv3^lH+9}>3%ZqepHBo?_I8=gFWD0LA$rGS_2rh zruiqB{DNcNg3$Z6-{aiW8SI4dZCSY?zdVp_cCmU|9xSd`VeMh8cPJe4Ug;J6=1w51 z3Yt3mC|A9w;7}`GxCf)MhAg$-QZ?vf-jNDm+py(H2$m#cM?SWJwt3<;$G15mN(b2e zz;h48(evRGKgi7EPLRFb-^OCs%{V)w(0eMmor@J)ZP|pm)#-7QG5!Yp_>lB@BRP-- zZ|Cn<^RJ>fkt>wpthoiBR$%RB@!}TV^8>6-hIiIBC4=~W;z?uUYMznR;#I-#8Ry+; zl(?2&`{K*>@L5#wmi9EuRd_A^gq4qIf0Yqt3!WZlUs=d};n*)kmM8em?W~s-Mor%o!8?(; zDE6&!4KT03{Ek|AxNyI=vvAe7h-JsZ=0vv4{Qqz1o0?InopY0R?jrdJ?B81({rt^4 zrE0kMIz4|Q+yChQx^Zd-W;}q8Srb117fQmiabdhD3z?cUoxqyO*ZeE5IvXa7Nm!d) z)ouCEwtAw>I(=U3?;&(N6GFo=Dc9T`Aer~OujqT0bB6K0a|)KsQ{%-@JByDjBY6d% zR+8;AE%q@+CHvo9w5bBKdCr}KuX%nj3E~g2U}pV2EcT?%{bj7#6JImm@B`ZRB1PUt z@5fT}vH5Y#`rWb9MX6GdJ;nLSkvbf1$vK**<|ksqxgzPi5ZIsRb;7f<&VN#TxCTEL zux;i&)({O|q4A46urvN{qit5;HP%aJXCKC*D`}d0?yB%@Xbwk{pVeGyd|1!TcRVViIvsL>iYjrYd zli8>fi+ll%WOU!xk(a>hdfPJZ>`3@LK)wy4R0*6~Ce99Y^hZX5TBOK5N>AKPO`fbz z_}568waN>5PR9Q7yejhxSFlAj@=Ufjxw(JD=+!VRZ`-FhH3x1Lu;zGYc7<`~%CscO z>O!o|tgUlI=t^|h!CO|cK<<}s#h{mX`SDP!Vf$A+b{DLU(#mO=*+8FJCtp;5x3f>4 z+rQ6WQ>pAL2=ro;Z?JkWOip9r)T!^M<>fr^NeCW=M~iTMEr#tw_m}x^p01X{+YY3x zgu6@GJ5?UNK2A9jhfINX6~0Y&00p4ribBtkcxrYEXYoOUbqHIJs|Q)9R%Bl`g5<*N1iT z7QeL~59GZE>*FXWPI7K$Uq6gVXX~LK8&rVTi#VF+uBTz%Pa^DAHf^l^A?!C9!jrU- zI+BU%_d27R^OKvnJ;d)MS=L3(=1=dlTT9%?6XoyhPd=u>e18J{?!fRV#_%dLJK(;UM$}qJLpK>LzFa9;ghTi&UL$Azr+3x)H;`STRt6`kI5i2fc z*GKrynsjsQeb^8zXn-#h;9iMu ztkKhzTL0EHO?zlH)6bh)ID-Ek0hub89j4unBdIxa7HvPm)X#X}3v5MV#`uePd9j6)6X5vjUqPWyDStf7dyg9rPLg6`{#; ze*6->j0~m3PKfSh`W` zBT2QA70;nxxoHR2{%9a->%`+3P^{Os#~ z^HFTQ&{-ew!>8$<{JZ^Fv&c>mq(>$>vBk^5^<_nEW+gb`Q#zCY=L(Nx}ISBGq_fbMNcmHV6H1$ z!}cWmvzEASVa(}Gucvwc2atb&HP3}qPrc@S?PJa!Nw4G`?u-rX3o-337Rp@EYoRt1 z4>QN|VH)kRWux{l=F9&$tC2Rd{<9jpen#d&a9TvBqu|(D8>t)IUsTOAss*%P=-k`1 z&=bcS)4HhkQjM~2A^J6@(Qo2J>eOsyrT1W)Dv&GvKZnPZq|I==IY9*OB3?Bh;c}Kp z2HUK%-R#Uh{I8@I_czY}D@xDj`7en8w_-qBE#1TqZq)Z4Y+DG?@nV_AM5q zwrFSATuh!8JZK-fB|A*A2>dI0{J{bz<8boeHW6XEI(w5SbG@jzjx4EF)ROI+Ir<8c z7Gu3<@M;C5Dv~<)5|v2az~>qe|JAWuwAI%bvkW4c1J;%|Ps7U=Y<34P$m)*Vd7Ow@ zCptd07l*;3qWv}WoO~h&6f9eoWMf6x`{6N>Jq~niG9V8nK_}jIE?gfIU&fFw?|ZK1 z`v=2q7H$6`N3u7)!ZVt&O9$g*4ece1%mHw{k5Bg^MKuxOP;B{L@1@~!1AE2qdfRp` z@8~6NrpD#oaIDM$1-80H$W zDLjrR&vlqm)L7M&MTe8%buukyrN7B}n*N^Bb8<>P&-Q0S@q6P@YH6KK>PNBqXErP5 z^HQIZhwKDMPIKKfgb^ZaQ{#c8>M4HrtdzNMU;a5rR9l@7hXPfIWaDm=0 zA>+YhzTUmq!I+-Pf+c*)yr$Iq9!R4XU~`FnKXS}IM!;l#?*@Ybwmu<>ZlLiZ(f1YC zbg87Y1Da>*HM99!h$!_741GvE&I;_xY2v7*4*Y*`RI>W7^0yQ_3}KICX80CD=R5Wq zoVZsMi^o30vriV)zHoLE7VR&79q3zm48N9LM`6|^QsvrZ0uEJoP95?$he(TpMU(gN zVLV^LZx4dxWQc7e@l9-ZqU)?$&ZtH5g>3K;FTO|{V|_p0zOk*H1K>1{@p zWzJtO_MDCZV`%;;56MdO-$~j~FQ3wJH|bOTeS{+~rSGl0aRmSW9tTVDtIVd)8`ppJ zdKSK9CShtOoC3GiJ{85qTg8sa>^+RvCTrTqBFdTk^H&IT!>3pDb~n6UgxeQ<;aRMC z+DQ5wYrRi`tfk+J>fy_RJ*#IpNtW6_Vs@bdB@`U4MvE2SoK$)_z($4lV&Y;9gS0S3o-Y3tXoW` zH^l6jBK3MU`vYF<_}T(TWfj?zSk(lBriy?gXm$w3XH+_h6;f&bIkF@->tHf`YUD~j z=I@=Itkxx66I{VoQ=IoVdyRv1p1(KtJ#+4pNiO;1Q?G6&Y$xGiJ$l}Sb?xZdi~Rix zBV8SObz;#6jTFD~v%UD(tJrw6tsD5nudMYq{?(`9?e;xOj$`$(MX#xfm8yiRNHW9E zbRM!@++0td%-2607K`vRbu!jL@I^Q;heK9d+@QyOwEqaL>(a5AZ3CeDfHRxvrKmAD zkzgU4WG2q1q`eD1sZ01Zp4~^nyPz}5xY9+u$+P@=#-V%Ju?&4vP3=2!jfQqJJV|bm z4`F+%7MqagNiF=qZtF??uzjat%5m`eoe$U3PpW@5_pKEKveIRp-`vMui|ffok@v(M zApC{i@}o#ie?#L6;v`^9A^h5}lvtbzk_Le2K|C`-A`8jFhu+HnZq6 zqok`5Cr>&S(f=Q8N>$!*^k1!yn{h5Rf|ENWx#A9>%lTUT2)oxgVw_LUlXxsvWnS>3 zY*Uw}sVvyU*(d4$5xO;m#Al=!tLsg>VMnCM^3|E8;^;(>F{bEn592`&L+IqSg@@@4q6V|Kr z@}&Q%!`Q?2UCt@#`%9$T>Y6Q2->MnqlbQG&@juT=KBIRsY~7)k75e&^cilypI6>hZlL8oV>obv(0GRpBIg< zCG`lSK=Plc`VFh;+FIOn!i0@og3CDnR645T`Hm=}U<9#K)}R&dj*X02qn;pW#bwv9%I*TtvrI z6Be|g_xudi_)%NQPOkU0wogwiZYaNe` z$iGH3b>s84j}y<++6 z{P}5nn&9Y#bW1kslbo6LEt#LvAKq*1zmsg=()WE9KUNIOe6h2P#F-;BlATkVvN@Ta za7@OQWU<^uk4gGn;K*d}{0&wm#hGMB=r7Kd;_<1-{F0ybxc3eF?C)Nsyw(qPRzv4a z7So5&zMgjX==)*l^daF=*VxI&-rsoembPDGv13J}C!Lvym*6xI zwjbl|xfqhCh{5${Subl$={q^{~>9zWG9nA))fsGWzWXk(sXEZNA1&h`s{|wqAc*#~WeL$yNp}wz&!Swx9e=Qtw9oBUax!UrAWZuf!mR>Bmub#S) zXPPLIC!ICebFOyxflKmS9Eat5)8Yx%I1ZxUYU@U^tB*5_IR0mQlc(qr=$*m_ogvzm z%s)8lb9T=A;`+9BguqO=wqS{2?2+1SS(E>aHg~~z1$2`a>ponX#`_PXO*@~eJ9iNL zZ=}!F8277QlL2uw*^lG5HQBC*Si6Q7zaYY=PDA2DQN7(u=5JVY2Nd6gK=O;t)qhqx z|1099x{YtpDfk$@M&auvG2>&OrcA~3> z)Q+to>bG&;7oj@9VE^Z z**vHJ$EbKUjBaCz_Qv$uwmk~JWL3Qr*M5gh=6$Aa^(;2X8@=LMO`ViGpimYY*RlCF ztoR)YP4T~@ep1C}xOg{IyPr93t{&&Y;s!_T#GV>7%k$EQNtyZ)_lOyFct&PQ$Cj^) zaji(Vn|$Z9OLFoa$x`iUJqcsh#Pm}LBZBM|gk9pXyM)#GXcL&=?@v8%j!SA~kSj&oe z*D=LWOKI>eE9IK~WA@94b~&3rZahmRqs#%kRqID-c{xUOVu6x0`u}>J$&c`N;p!r@ z>AurT8F4UK!aIpsnH_q9?U@Vp7yHbycPZnuOr9p`W{O2dmuH(7@ItxH5@eoKQnKzCf@JR zMpsy5WIc9s4BjvK5%A4=UL#1821NF#*um&)@JSaTD>L% z=?~gnhhra-YPdMvo3xpKe>`t%i{ppjMpo!uNsr%fv>y8;3wG9qKSk!;4YuYxo7uEE zEPmq=gN@;Ng7G%aukm@Kad8hRdSKBNtbPI>wBm)OA)c$~OQAG^U259C0KXO*YpT+t z26=O(GJr(qu=u%TPX*{>Nz_TJ4>=>xCWmS5D17*e?GErg*$ZzMn^JKucOUV>7kF@6 z7CjG7TZ^PC9o@=PgDz|}5$`hdi&d&>YHE4c2{ZRU43=2|8w7uDsVXW zYePhZ#Vr3jP9`72zYu@4aIO8eefwd5GIZ@l+6&>5tEUb6&->bp7!R@En>_q??d^ib zEvz?@O={`6CwAA<=eJl>MC&)@nn1&r;TJiSSP0CZhWX77t&!RCf-QXd1N?F zE8XCAk0_Nq?~l0-8K>XN*gyA_wM3MCuqT`=h+yeiFt{=KVc$=7Zo;FIk zf;-EIb03bRR>y9b91Xqu+4KaT2Eo3vtF_;-u?u-B+p~!-#pwK~7TzPvjePDzEU%*d zHLQQPF*0>-c4;{oRl7R7Bo;0b3l1(|TMe#laJMB6w;{p51@m|#KH`?k4vvOibE1&9-^9Swjp+gsT$orUy zd~7lq^RKx!-s8Nd_42*H4f**BNT$Bp8h*P)%sY&X$pvtH8bgDzRlUW;er&g{*PBIQY6K`ldFfvic8v;{<;B0c8Ku+S4%oo~%pw;1cn9w=rcE zuf4}rf9`u4YvT_XWaVO2I;_`fR{bw@-fwI(1}kobMmsh+O@zA5nJ>NEM$9#PpNoYakO2;l4t94C-%Rq?Vfm) zoC_6LA(?xQfalLVyn(CX+;L}4U!L2xhWH(%8SnV%IDQ6viqR&u|7wvmkv>=R$zPZX z3R$t*n-#aYD$m@{!H~=fw$t={F66F&TipLTfUe3 zzXx#Ya4{iyg}%{RuBqN)#dZ2z36B+pI9Ns$SnIe)AbPflbGJSw{U1wr0`^n&y$zgx zi4v94gs4aqiA)I%8Yn`OB&Coc8dQcRks_I*fkG-tBB7#aP^6L)LXi|AN+VLb-p~E~ z-^=xQp6@yP?7h~#?zQ&$p0oE_xIYbtQd_V-W?$n|IZT*Ovz4s<5}xEc>QNAA3H2>F zP@T2%T;mmzucSk=Vf+u<)?z_5eRO2wA`rdW)1Q}JSqk$@K=D+4mmpQDb}XewdD#5S z3+H3>Ge)jxj2UL5qx6(2y4g9>%lwtObqo~x!Xo(zEBQ1Fdy?5XyG@g=do=cJFw!Ni z`HOE25;bd+p(&48%w{9?)I^&+r8=HZQ}Naq)qCswBSR@H*&vTj&NlIn%>GbSz$ey6?)-pD`?cz+vOtj9Neu}VBtYzZ%wa3 z_%f0P$BGnl#Ns>&Ugf&$*seMqlcQ%n?T>VRe=HuuHkV>{RyU_E$Vlyy$!;?YUvuSf zzFEcijeY9ECei)~T%S*h+U(qnWjgb_D=_w1aWD4_$;O>JE8~q=fj9KVqSQUQfXu0$ zG>%u4phIu=sSKMuD@^W`{EccoEpVzBj^{1YDS8>spDw2J4qBfL)ia=#oE$%rWGFoz<+-WWaE<$z@p^3F%HQDF znHBCe-cYSm*D95bZp7-J%_aSuE${AiKcA9quqzFY_j$9Q2L3K-eoQ{r`$g4?B1^K; zUFq+&5YN8#nWR0_6vq-_d0{#$#yjYJG$vT@7G6&YPZwpcix(u zBu-7kmQ;J_2eq$Z`yUBXSM5o&;{|;2Yc|Q#^kl}%yRPf`-c;CRCDce`euiI*;kuk1 zzQDFhxECKvKJVlfen)TD)3yi;wWn!4J^syt$u$2UwseP4o?%}{o;!H-C~>KsS!;)Q z`hY72xFS!{^Hw`q@Ghs@K4WD+=x*rM;WH15CMRmUfra;XMJ;Dfru`JMw&EAn>6^W@ z@6zFP)+>hPuft{&%e{dgJ6u_kb?3M~nF98wX?gs5UAsNBIMjHxSadNQf2B$4t)$lO zFf6>Dzt>}?6e4fJ#^IdGXWBES$HZ78~rllTB;_o@II+=H5&*ULIzZkoh7io%W zm3jf2NmbR+5@JWz7o6m7usuIWZIHg0a3xQ85et6x_sLMK&97V2bhT?PAZu?k!%9bq*t)QA?Bd1=EuwEkQIl$aOY_@$@{y+&S|Xj zFrAZsW&rM&65;aRdbM81vt?OaxQ~A)A9EwD=w&|7+rzW9o(RY5;kt@6spHe#INyp4 zTgd+|tv@7J3wUI2_g|Pe3l63IRKUpM7=15Ev-=`B9d;JP($3g$0erWMbg7Zmi;a`N zf3ionj;MtD_>+zkLSn?lh+%B?g#FxGJ zzlqm<%y$a0;}o*|NzVU!hg+B|70H$Ay2&fwh5jegKb6n7v-vUz#k)J{b%a<`8MjZP z;p5OQi^o}+kUBwGZ9G{VO!dTMuDO!kQc1P0J|;sgmEn?~t{Hxoc5J6v^&dX)6X`#v z^PjHlOxqsf_qA{w$=j0QI(O`wXtSCY4;U|5jt7YiKZtq{V9(fsn3-qD$$*}^8y}MF zSXeLQP1(oy67E+Z$I(WvME<8~m#pJ+;W&z(UqWqn!5#J(Qh%twoAh3oMEi+?>v8XA z*FNSh>Uf%+$8On)lT{0K@VPJK{^YxJuxBI>DIx}hyLsZ6eG~VYDY9}W>q74%*&b15 zJUz1_vzfS(tSoylDQhZIO((k+78>(yY^x-$+$pj@C8AF%u+xhoO1_7D!WV#`bQbcvXkb+lcem&)sV$=1@DWZ6l*qhw{h$Y`mo{wv!b z43op$3H-%FI`OEigDVf+>~>22o0rI+eFwE1ZG$_htJ2Q#RDHfpi_-9UjsHz?w>LrL z{|}lU>v@vMoD82?yI&m|omjmlmhE&jYl_a~?@zHsX*lPJO%Hzhm9g_)Xd`r1kf4#6 zmrTL=UO3T}u|%vp++Ux$Z~Rp>NDRt-!&6w)h$g8G(Usjwv2?tu7i^N_EjxxU#FOht z*_mb6;^*_OxCN5QuAFM?`$6#*XAkEG|ByJ}uqM+d^Xzum{YI|&t}kQGD21n!@wpT~ zxnFdARZKnK7573qZ0#9C9sk(T z&)Mq-(&o+1L88D?Uj8u~q&oC&t@4EVJ664kHy#SVeY7|d?YhM|nwa8kzAO@$>(*ediQ*0OssagDTBVRessQ-i2P3HKw^t!-b z$(Pb!)Jpx|AN8I5;K^{EeF=HbG>i-{vBzpNZuTdBPL@0Q>PfD7O&m_`pX?GC!=AT7 zY6#_KBB|Laq#Aim3fRbk#8`?ulPYsQ`jxt`du94}IjW+**J!gCFqRN_y`BJe$b zcp3XYr2Xr>XE6rJXI8=i6E49t{ihg{uJ_fu;f`7#BWYRy2 z_UE&B^3Mz-;jjGdP}rR4?ET`*NLE`7@AHOcd^|R$HqtrJzlF?sX7MR4|8Uij z*iw^!rAAdx(duo-=kmyEwD<&WS$*2kZ1I5zl+`9#6CLI(6=fH&c=G>dZEzX?UMG21 zHfgGd8Dwip{)%wSJF`?wO21{qn!==5!&Zg)&6|22jJ3(^d5p0hFNi7ISg`?riH(r7fC+nviiElRE2k<%s64k}?XCRd4??XtPXL<8kuV%rhRp5OW_D!Wp z2VQoYk%zk1+exyX=KZ`M&x*iUbXT0Skf5&@XpwrF#;!gd( zN}H7=_y)hL8t-(i@?G&cs^i$}2RbnS;_r}kGww_3h}?#F5iiExOSh2 zGKQVM^M5%~{pL>PQkHnq@r>S&#;aho8JF%BUG5Z%vJUbK*3P}x1#DA^wI3o&Yd!v| z=QVh6Gb~HO>O5TP$|sUhI%`t9k)SF|-oiHz5ml1;KW_k2cdskkyo)Ef*V#(n$J{x0 z;{hdDyAC`GVf{w&BDLyj(`XE?uhiFd?p&rBVV8cAOTU{qx`v(;980Cb~w9m z@~ye#%iFfs97(pUwp#4wMekw768M!M^*|iB*B!_^q}xpD)Ri6y$>IKAMx!sWAkSD{ zhsg8#E`_<9v^~_F)C9Bit$gWL*0=&HsbjTP3@XFAFYw)l{+`Dt2jSS0?k$JG=Px)V z4@mYkE@s)h0bNJRtgGzTIKYSyVdTF&L!R5`e_ce5AnAb7XQT0`(pA6(c~a@Nd2F~jF?IoZ{lco zttRoe3PwprMlzPqU$R-d?tTRK7^(E+)A$!*f)kAtLe9ZWbx6~ zEHm4v$wfTH_*oI()LdVMK80yB*6j15(QAt|Gn`wDRddPl6Zu}!-?KD(!PPz7yWC>L zQM9|CHqYwe5K-lR@g=n>^JXaP1ipoS5B-Pr7qUWI*p((z-YnlHA{X~>H-=pW!_oS_ z2R_O2nkN7!v1RseHY9H|SU%?HUbZ;`8)jo;RyAbrOm?Luchae@$h~9Msg>1JY`2RI zlSOE)yP99M`2?cX3%<{ONwaDgwGs=j#p$Lv_*p@0T!S4C@%X9683v2bpciJRu5e!x z^fYtTF~S4*G6C=NX6Y-aucgQDy!UH%+~ntd+CJ-ds=R;6(@Tp8onexlB0tmYQ1%!E zw`=(HAI57yqZaN1o@M2t=Ez&jWZldzb+9WnC-=jRti3#y?`FSbOH96sHn~Htj~~bL z*z6K`1`40}^ad+TgZVDk-$R=`vwB~IdEI@}|2+jyro!%eJe-7k@njG!e`S}htTqG} z-ov5ngB+%x|H#{f{4FrAuupfG{W}=7CVhK}lJ!Nrp}chl*=ph1PY`ME+y-}GRmhT@ zj#;DgBTi0cq2rxNCY8(FrM*bo3DC_h;&u473O^pvPf`DmBXP3AeT?l>jIg|5hJB7- z)iI9_*K2*8xDh+Xi2!+8bsc%DL3jh3_JrvnkW9Yl9!9OrlGzoQYUUfvO<&+<@)OK} zY)iQQ$nUb2_a1tEg^vyKGx@CRiA}{JlKAosKh8dj)ZzIJ=bj?@qkdBNpaXwx2dyi7 z9!&G=T)jxdIF7u@1D7fYZxm?o5j*W~q;;@c!;(EAo98vl@!$|6WVKyob8K}!H335P z^>?^WsSk9ae)G-aB`AMKi%rJ7&}gYW@(N34zj-OWw#MDlj5o#EL z`eCT#z5QP3t@imUQLz*boQKhkjr$E>YG8!7{C*sR`jKECxu)>^12Eto(RwitJ=Gm# zo~j-IgIVOvDyY&B?(Js)Jm1BnN$IoUIlA7-8(}6u*|d z#f^8LzsJ&SDGgImsw7tYfx#Y`+2_Uu5`v+-b>v8s@M8y+ln z?n-@E=a1QGbs8?*z+W$C=SxZX58P6JU>NL^<0~~}$B}9W4PSOVc|u;GcONb9XYJ&d z{mu96W3^w8(OEk`3aZ&>d7F5Bosp9rzBGPZ$sd=Ba({^jV`$lw|E+*YR%0etb`k!z z4IU?n66c6bb=dwyZJ#twsLi%m`U5Yt>i5CY!{|bHPS@eGJPlba!Vb~UX8_;+ply;J8h*o>uzrBT53*mG; zL?5EXp|Hra^KbBWDc&^J^E`j$n?ijtF>B}kgv8|#9!iU&;nv9Ycd=*{o_rnzR$^bO zTOY)#)A_6u;&n!=jYHqF zLvpK6B!=vn;NR7ZeyE=lb<&Afo7*&{8 zUQ7D(jIz#|BgwnJ9*1D?9Jcxg-Y?=*o=i2tmD0R!kRDgKyULn_cg-)Kux@EgI@eXV zv%ql3o&@i1blIWx6Jqan3?8nx(^!1C>$1Xbv6z=ikqxzNF4E+?U}n~=9J&fVm7s8z zv-k6sN3^I&`Wr>{zcK7wy`Bk=mgIQOb$k7krNKpJu)4;}?%mzkkzI>V^6DR0{#!rC z7_XPP@EyK!2D_wM*M&6LAL^U%F*D*byyttqv=Ww!S-BdP3={>jYvXBi(H)||Y%${w zt+&AM0zauNp7juG*{71;r?_e!p8RWe&Pt1Nbh=-QRL9&ZV*G<&r_p{kZL+>;lPmYb z{_H9nDV|lQ=?UzbtXo&QK2K67!hSm39-#L~^Zz34FLn=fpChS@*_Fk1)9YLQ+LT7i z@cBD@%=fwMCw>?Ar}Bo4JZd2QCh_#-{HUdu10YsejQWwD|7x`dLzd~UKgMSt!9A`j zB=%+H<wS3m~@#UZBR-UaJK;&XqePP~+XSJo?`4JQT;Y&+kxE%Ku)2X^%m$T7K*d!B2DM%dZ{B>BL zeGa$bS$18R4amw-yvNnVEcmy>8IsqZ95 z-ljfpgjCT@HIn_EoeRaE^>90{9wmmRBb+~Ud=&;v_t(AnPy*}nv^INEJ`_ zI#j}utQ<~_-Wg=O6?(^-9a6O+E1M56{$lgWcY4XUTTJ>u0oK6@7oCz9}X{5YQ0^ZEWuylRXw*J=4Dd)21rDDk8$3{#7BEFXN> z9mYB%eM!DY%vHnnG@QSkM6Wh59$#s`@mGpA8K2rar zx^GVnFfcMd%ulo5E#6;+mi=IOH91m`@-Zka<*lg~@dSP?)mv73-a)#Wko|}E*5IM3 z?)nRhCcAs`owg)f?l$H?>OLq;qvtyDwliHG<3aObbU6O+z&9DVlCxdin z$QS0>owZF?gT8o|XHUzpIM0+{gKIswzKvlo!FCgUvb(1ZbhG#^=vek}pWy6k;!vsvPt{_m>yjfY?}m=#5m{~VD{sjT^au5N zlPiI zY}e1i)#Rwm>b|aeJDGlC_{S95=LuEb-4A1_pBz~!K4tGmcGqSO>jK#xxRrIRN0O); zYrL=LiFnYGey{P=7UqF5#@|QgIq=Hvsoh!}h}Gq3m&_5<#jxxqKY%|S42e(Zly5q< zjFTQxJ2%-Wd+^m0@wlZKvI;gn3G-uNzuWk4IG?POPa31APjyLh3~heKm$&%rt#nz> zmr|9vB3(;B?NI#56PRg6Og{NkcDvafMkN}j#@kR=#lnuHy4tA8&{|Bp^>8}d?Dzo$4`cBaP$@yfWMO&{o6qM_ z$+UkXOJBmL^F--I{2jy}^E@VXn9B0hO6 z_Ji3zoV!3Ohv$~UmoJ%54y>cKB-&BiZ+FJ>Q8RN73SCHrhtE zH=*&oell|$=wChP_2$K=XuX(kP3McV>D<(8w2*$a*rSurd9Jw{&y&loBMYCRpR4qJ z2x+ns>sY?sQ&g)@(%I})hosd->{K6kN3?y&RR>|zudq#BtxK`xF*>Dw)-mKMO7=qH zaWWlsHr7RsUreUbta_OKOXJE;n9Lw|YUEwdKcn!_CM&;PjEv z8nS2w7RfV^JpUbwM{D8o8}lXlX2KD{4c*RJGQL8q)tI?9=1Sa&K z-y)JOVDm8ZdT6Hd>=!uQ3L8JfrpJuh#-~r<_J>~XqSZZYa4*T`VoVdg-o|eq#I$Oz zNLI4!?cd|tRLx99?oR&NPb}HYrxvox*{-;TZm)_N190sjygUI)yKs7w5gWteO*kd1 z(`V#4llA|j^HVfTt=`<{G<3~GTwIHd{qZjO=?`bI(_l59uWe=HZrIyVyFEOoD6V9c zU}2K%A@k3ozzSB$8}jDn#H_*m%kN}&_=pZOc}CdN~U|$(qyx zLSO5<4E@JrW3uo4!P9Q0=?a$X0;%B;FNQU<*}jdLa5!6hK-1-}Xas@tS^H@*I(buW zBK>igxzFcgjj|O}QvG=X){b-hGoE;f8e1q{UvA z&-%!N_0W~QQ-9=RGPlL+)hyPSZ1w54A6dHVA@3}6{q6khYgZ?)<{G`nYbO@)^kzPE z3h7UC)q11uW%F~`=x^-(k`?m(H|x|g^VNe=a^7AJ(d4hSF+l5*JdqL@@{eiDbEqbCb}jo&W~ZgS;p)ml1yi-u2_9ofrpGRcciZ6 zx5m#q`ZH-c07G``DH@-sfB061u%d{$ug>0jNIA;!lx2 z>jYB;^g3=6Ln5vJ|0p5gn z{ctMz*(US%WQYBoJg32^H@%+a*?Y*9m4~b7Sd7H$pw{2tKanglv^Vx=Z1xU2f6flw zeR|j(Q)}!>RfC(IA8v$CF=7hN9qQBN#-C#5O%|X=Bxz;bx!Qe)1x27%*qM#SU8slG z;53*o9O(|^MJ=)xXqSJ1c!(myV$iNtsgMsUS@{)h@4aObP7q^;ocj1 z%G{Dn6WeetPZ0C{^C-H$i(7vhe}@>B9Y(tf=El!)Zbm_TYUMtpk#ou1-j0>t5#<)c zJNG1)>g!y#uj^QQmcF~-&gC-NW$);@82TBhs=@kT(tksW?7NxFb1o&#I%7{Z#veGG z+_%5r#A15h$agOlZ7$*uHx@*dytVlN^2g)yNi6vmPF@MWrP$JqzPIV|BlaH!fr`$o zhyRQ0yO#cW`q|dVuV}GDFR59X%EqbL`Z6>R(z*oMRv9zTN6JAiHQTD|eI31u>E$)E~}9Ikg|a*}`U_xteggS(T(w3V3frM{QB^UE&q86v|* zcLW{HM8|47*71BF&G(2}v@HU=WHHLOfjZc+oji>l%{t@auDDKAJwi-=o!-+O|5ML5 zkp4pQJ!!N-#(V}7r-_pbajHM0_pw|*pHj2vGA)xG@*Gj*EmHj7len#X`!Sf6gv2>K z<|S5nk{={%+Gw%l8TVIL8uLK5T`lIdhT-9Q&NK3&Bw7W}=2$WYDyiR_ciCyVR6lvj z`MW+cA6@JJf7zfpE55CdN9flM4^mh8Ro-%ynek6Pb0RI0Y3Fq@?JcAAVb}EqUb=`) zD$;elsPHhpRCBhy`L7rjq_4gD9D;jiIiK8D$2dL+uGM*0Ryp>k*Uv0D&~^RIMah}d z5C89EgEiz^&-MpE;VwSchU^{iWr{nU*$_(QvT|%tl01)NZhu&QO41#o#Y9&m1KjIk zXP&-i|5x&BT;S*dys5Ie;TQgul|K1K*vtI66~nSKtTL+>7JW97E!nwF5E&lD_q^H9 zj_qa83!=&6T#h$S;JNeYFv#6^YHU=%;Mq8zs+*7DbTV*$&q`T!*vD0qVKIqs{7UB! z9J$Cf1KihCcik#hJc<|eomUT>^qLGH?u$sW9ly;4E_VOYK3b2t5shIbP>-3R$w_+d2&HqkOU zKC)ZjRg%_c-6eYL%P!Z6ADwye7j)11?ui(he7p~nr46pnbLA3#_c9q?q333nPsWDS zc9;hD>@uJ2?xY&5{)N<5p7EQ0uBJ^#J!jp*RC3+HAO8@?4mWdr#uGl_6Lsj*MjuVF zYo+mzqd_Xz{7SFC%vCqxOdq}M#qA69lDD*fk?VUBoy7WI(sPAq^rzAG8Do()sf5}c zQctsCD%oaNSs@75WV2t4TNQ_w_^UKNJ*EF9IIOb(ZyN!{W z=F9N+busc+*Bqtqp>QY*$2#s0O0aaQfh0fYkv=ttXVzV2z242x`k8m8iu^>#ZYSY5 zc;<;xH?}wt=NpTIS?l*I$=i@@p*xcQ!M!)kKQzt`aVS+lh8it9J~#2RBO#gE>*eS; z(DA$z{#-oT;{W@g{;POBo*b8pYbRsSKSL7CetjuS0O5(f_5*HoE;M zTDGO(3v8bXxXtlyC25A~FBz0>AoVIETqwfVAj_%j_&$G1HuwRqnoWiYdjCjoZ((zG zC8okp8IsjBUI`K>cKypkXJNr%Y?WP`&9U!Va@64^@9>wYY?k+(uaYOT^|P#&^<2&1 zk>@=x(d#|3e_?K|k2$}=GWl#?GFBrz`9$pN1^I`KnfFBFj9wjchLE-$UtPhwa__sy znI$6aJ+NQsTt(iQjQGi!Rm|8u#n{Vv-_b@GpvS`au#kMKS!X2qGiQ}|k8y25)cgQy zsX0`Ky{l<6#P#E#vI`ayw5ozxoy6hWoR19;b!IU;CJW+~II$gaL!jLNCYj&w(NlXK z-T>0I;WnD>CyHI8$&$>XsRVtSJE>(N^KM6e!h?L@Pv)>3d)ZGdM^XW%6b+x}sde<4cXV6v=`3?M5PwVn0<0&P-7FZR5cc2n_hv}0MDJealeu6Tle#y7l-lQLi&83{u^kp z5CY5GZ{8}>H6iarzS+i{yPRxW{OhTQHT0QC#>#5=yIA5;+9p@!TKa#Y)o2_^9-5l?RK|C!cKT{gpM#B;dJYG}@G|rDUNdZO zqZP-~*LeKVM$D7b$3=iY`A{)F_A6#x&eH2dk>>PIZtXrI%&BmHn)Y*GpXaE(blWh2e&$u3sS6{+R1h5iSVeiHny*VjVmX5GOxWXsG~Qmjee{qSxbv`!bn zvyNkw_IbBAg;$Iv(Lt_jVn*y&aCcLLN39mc3W@dEgRu_l%aNr#?v29J(ylxevg>*D z8Spp)!gF~_cd_*{*f57r4=Nhr*Ijr#kzsUQSm1Iv2uJy*6EM_O8+br`=R*TkT zr{qcOMS~&G>?8Vq4uQ*PeHpxqu-{k~%MPbE@aI6h%IugYBgN_2*%*h@?o&7&LbA=; zr4G(=ea^$214OkvpD*u`~1^~nS(seV| z&G37sw##_`hwRtc80XSB@3sd)t(7)YST5OO2kP-)@g}wIvx6m-f7anazFVDcHY!K@ z>=Q{1=T-PuhR#)Z**wT4XW(!;FBhMZ=U}jw5AwaA*`X5_(pu@8S)i{-V|8W zVc9%c`ve}zrFsO5zT*FWB0yCbr_y0DGr)U1^+>VyQw-=xnmtCJOwK`K=tX`nWQ!ZH zVht`$H)isPggw=aHQT6pE<7FsJMw^LdVY^qMYZ@{H2J}&-n6I!?S+orj9XcuI7F;F z6Pne?zs~*6Q>^tfncrulvApId^1O`G(`k1x&L!vQXR}v)m(F@^M5-&6DQ9R|F0$Y`Mho~bQ)9!IGXE3Y$?cZfQsyg}p!Q%s2=V0SB z;yrmnTEvla;jl{kv*?}*!cU1ph4uKIHdA5pueg0RuRqP%HlEBZXMwNuIGRI+3p$4_+?d?pG%PPaoyQk9?1b3Ac489X;aIq$3su0JGziR(KbKpF^wJL} z4BJ;16|Xg4WEVhk*38n=iF(X_wsK^6lCC#6w#!JDLpe1*x8va;K9&2%3!t)2%a6>S z+gT#J?D7q`K9A@?>Uzd`*uS=7$$0wK#qFY2^W*&IF_1< z1E0V(nLCr!d;yN%$wCYCbT}IwTM#$SrPEE=Z~_f~C*AehX20aWFi$qU`Hod`?0Za_ z4xi`EL{H$)CRb(N-bvaQF@7=YR515vO=ojVOvaKop)*H(SR^`U&Fb^)^*R1Dq~9_8 z`Bo@Za4*u0b{85gPhA(nX9n$(wJ;gTii@acL1KW z-{)J+4#<_j>hsJP*;73SD$l|r-#gFtf4&*iqwoLxyBcrv?XnbvrkdvtA@}V@J0B|- zvs>PFTrWyJLCT%{_y+h_p!@gElwr3+ATvUb57F}(F`*Rio(YezWg|>drSNbTy&AgN zCsSH)$!2mPi{8%S*`aufdz?k)txIt_etMLvFXdHl;m|j%{gBAhMf6Bk#0RPpC`pek@7|oZ#T1L#+~onD;P79tqS=Ll&T-^lkyWk2Nc}7oayh!F(6Op3*qV+ zFup)UXsEv~WIlzrEfW=1;_wCR+>^~y`Q|qsGhQz*vC99Ny4Pr&k>tn)NGXXSYp(f3s>Jy*XU7-f<%U&YDN z(7MtnpK95U-(@a+MPzCXtpf@;y#hXkaN~2*&&0#hMxM@QsjFVkxXJ(h5X?@5OY&;| zYLwM_Y{ia^@wB#f=Rvlzs8~X;6GWv?{Piq<%6{iXzN@?-8dihX46*H7z4R$y(hh8^ z#xmFF?-2Ih#UBr)*14S#=;UX7uUJPG?q`id)y>UVoVOj?ZN-$LyQQk8|@ z9DLuxn-7J211MyV@V_+q8k3Vz@d@lIOwO$1X(VD~&Baa5Wffs}XR-q9KI}V+4>V`D zsqlUaGuq%tS50aA1i~MPmCb0`#au8G&UM(~b9_4k zR|<(-d4_ZlZ>XZjbKsWeR{ePB$#BU!wd6y8%(%%sk!RQYi%Va)`b++E2^nVjX=YA7 zoOCCN9jX0Z1&-ONGQj6i>@-Sb{GCr`Z{;Xld5~{zz=Rh5|C@X(jF=kBf3Qyv{oYTb zfn?89liU$b;IlXI-Cr=akgGp+SCWiyoB3vHc3$WIyXZVq|MTf|n+SZH{)W(X80(ZL z(_uXJeUYI7yuPOKlW<(^=m#{}Cssb<*hW@e4v~5AXl{I;?66zQQ}E#ev3v!_JPENOV#ZWl zKa2k^W|7pvnM#HOShX-blbdWT=1&tN#yk27U&`vu&mb}yqw9(?b+PDYZL%}77hB%s znnDntOa8OXv=?~TRV^`GIOLBZ9zPts^WL~-- z?k^huSxE1I)Kb{);U~%d+C+Tb$sek->1}YC4!P1W$o|o+Dp@P8+z9hC94~`)spM8u zba+r4_}m;`guRm0KiTptV_IK2cE{XD`AS{9z8pLLpi|zWlrh$s*zvuecJw)wY;DN& zpD27ZzTG1()Pvts=H`4a*sjmR`0rT!%g(s0z}?0IO<_Ba2HEYD_0PLS$@RE;FDw5> z#t}UBYAxEqu8~N04h^RGy_7yZX_B|X{dv{RG^x#|v&`n7LG})jEcpnVu<0?pX&F|w zf^~O(SC?01UDt;+?}mG~I6jAjwMn#{%v)f-Sya0RtJ;%do6$K^aRc}TJgZ!nK+ zY^=rb{@dTV+h}a$mucUUmCg~1Zo!IWTI|BFfj;$sWj~Bcgln&?|dg<*&ediv$CB3o}yA33>n*S_z zD<_upVaG4vFxV)`dY5`8gZxfajK4*Z?En22G8OceeW_L1_)Y#ZTFVM-R?mF(mn-vZ z^KSC(fO0XTCVRs~GA8tkgOw#Yx~&=i<0i$_lLq) z_ zv-TV2x56;Glt0ZRLmScd2TVAhzOnON7;*qyG8?3x*!!ff1f}!ElGFLq8P1l5Ogot8 znQ8@=okhx9p!zfohT!O47=d2uT!v@K4pA{>4Pt_M@oy4@< z{Z%Jh?kDCuoBHml&0d9$jaa6qHfzO+)*|$gq`F;ieZ|n0q`H=`Wrb^79&w?gGySw; z$>ar2M)>c<#Wf^uA)-D*-nF7mvcP6V(apXmr8>@3Xf=W38dl9J(_i%68=J?G{(H7c zHRoqYpC@c5;a^>|%F)if%3Al(ZmBU2B-4p{Z0w%#Iy`s_NApytiuii6Ynwo78huVK z`2Jp2U&#hF*(eRovGrN_HQ2o=&UD7zy=Jv-WSfou6WC?}P4=VhCR$`wYGwbjpQ0jW z9S^O2(3wM{QTiE7`n;PT4Ds%)H^^Tr@F#0XkEea=Ni8yR?sW3jsV>I60srI(euOVn z(xx5Ft|5J29z9TR(`cF8;v1Yh4aU{kU?{fC#*8QFoa&!X!>5*N7AMwC;@X0gm@>))$>pa+XW4j6X(U5+RvuI(*uH!*_ z*gM|=k~_K?`v;X3EECy26pNmqUm@D24qQ_aBX7E%(pzu#*#hZDM61NWTBI3F`wR4Q zvaz-sw-<@tq0cM&sV4@0$i_G0L0?y9ElPP78fKio+>h+U*U4HB7d6AatY(_wQ&v|j zG}fJD`ha(rF?KIrm?xh-3+@A+!Q(>w^DXUC)#Wd(XV9xOzgr8#k+l7{z$f3P`&k%R z7mHSirp0NJJ?}qY)5W;bk<>$txWw#KoNR3&H;66=;!-i%FN053L$)N{)fn_GEo$Oc zV^{v-S->{2BWvOs6tFJ4(#w%@0*!XU=}Z>9Osr_8@5JHk{G7nLWwif_rH8=fZyG*9 zi>&dk!zTN9TJkECH5azgKJUHelVzYDyTLoT7n5Q4Q0HqxA$zsvk-n;PXG8BhyeOyN zK2U!ezZ#3gyD=l{a(*^Dp2(hyp?N#;kBXhSeeIvwXI_ zcw1SVd%WPO)rCes!>IZ0w;qzWlJYg4cRXt*7x)WMSxt)5^?U{yyFvUHxb^pY1rKh{ zLmp!N!?0;$fz`Lc=ubWN)N@~QwH2=#W5tWEZ;TT)dD9Zt-mRbPR;(c2{p&vFZ+`MO zIqw#KIvAm?*gF6U+2K(eqkrOe$=Uc2yB*~3eOS5~dy-Rlx2ujRIF@gysflp19>2xJ zb7)qcZq1B+qL#bxwY+ot(cn$e6~@WrPadIlZ#=nxr)HM^(A`@yg~x}#gh*#RStc?y z(|hWq-mF#fG0tSOA+U@!r@^%+8NU!QQZ;4~FMGsD6>(;+x#k+zCDUY8xE#lOcj$i- zu0DiCUz?TwfOtH&6%-gea^8ym|rr{9Bk6@>Jurm9ZvkoSEbWVlC2qUCcN}jNcf=y~%9q0H1m_E~0 zchYz++-~y?r?uA*&ouhxg%G znS7;OyMiyKu2r7aZlQB>Iljdw=96(Gb|lkBvbTL|&MIfrM;C@y`z7Ma_;$taXD=%7p%MYIs zcmAXIWBfBa0xGfd#iafbCO@%kad;#r(?DnLpxI@-?jaIS!lWO}pYQm52k*GZ_-om? zipVww>RF9=D-2HLAK9(dUEEke`VU$1QMO4%#?rhscaP1)jc4#TwWBW~^+6)$Q_wt- zzFYNpGr3Y9aURr@Wj6c!I*AD**>EBIr`~xDfBy%Q7uYGQ%KJi~CLHf(i?8(gBD=KI z|4lrto|!f8CO6UjFuFZL=Ni0pm}B#4wLnxl-e}3~mHLgZ!fBAm`U{;tW5J%#sLH?Z zX3>kupSszdc|~tg;}!Q2H;D?RwMjMb`&d5v{I7R*wRk+9e|^i^TS=Ad8Q;L{9KC#v zf9py1qu9`!bhn#pPGPUNuwoXgu3?2oSY!+xvbwY=hLk7a6FhMs-LE!pWgSoINB)iZ z$s0CatmwlY*V8Lc8Y&y_OXI#^#6hH5FN&^r&7J1S>_s`g*k^oymd~l;ehlBe64RbA@(}I* zhSG;@*IESF$kxB(##=n)6}`+S;T_`K=`{Pm@9b9nly?n>)g?aP38PDR`)>u`ce1Z2 zYsnYux1t!;odrL2@0RS5SyT2gpS>SvKQj6>RE1mJemmJ7|5e zzK4KZ&t z`Uz~83T78Ma;Nr%jPkvnvI{-W1@}T?H)(Fy?qB^sB3>`$2@m^SNUU6hjal9EzF3v) zUVpQ2Ds|VukDJIj2i{o;`3Q-&`81#WSvQ$=qV=_YnVk-2hsiu4>uj>$C9JIhgS_*v zh$~qW@ra1`6{h5`mRLBE^;+|aMi6X|U#WMN72L^1_$WEABL69T={~q*FXK^=%-;7c z#=H*NKeGE_?&M|||2Fn5ZuHaw>c>6{cwBa=U&0otcCb;z+$=^NO@hAU_#c_FPvQkE zd;?oI^5oiNh*h$~s+n;|>m}K_Z=~HW^I8=QA1yXifq$}PB-`8ldVLsfb)i2_n{R2G z>bk@5CEw!iqw7(ynt>_zne{qi&pxxxK%Z~a;wDHGqR|-bMqt?i`kE$Y-@`ZZ4Qm4w z{?d2q(f5P?eJota-)Ec8vlnuXNVkC}W;a11<655avYzkZZ42ny6JJV+G+7alm8;*; z^I$qH#E9qh_%#a-5V!j9{R8m$HL>|?QKu@8odctW;?nJKi5@i|_o7&m)y2o*(_Z7Q zeB#iUJ-X1IGa3P+jwTGxo;QE4)%Xry7v-4%DD%~ zI-HRr+m8@U-QC}4aSEQ~xn6y}o=LB)BN?y7K+;vBRcdY3;}xs1eGryq6>s*S+)jf$ z`B??u9}AvYrp8$@-kkhb)kWZv1>Bg31FSooAI5F?v6o7-rnO3!K0@#WAC?vB%)Yk+5qF!FS-5 zxSUp{$-jcH#b^F4h<3>Ya}&9~G6$zd>W6s!m6$sc8!Ec;MI4%sOT{s3D0KSj;T?YW znWNviwk`ipMXrT#y@dW*^L!QLlX<$T|5swsI2>N?_b4`c3KKeLu>m{!8fQ3}3bT3c zIDf|9!tPf-6Gf_M(Z?7su;|GmXtG+Lrl;&Y>g+4n>f|bb%UUGwBE*(F)RABx2c}%ra?9tuUcr6Y-mIAt1f*=k~L$Lmd3ds6RS? z02_CL$)kGOhCz9XvCEZ1;F_HtNAT@lu6U3RXZrmcPjBo0O}Kdj6xTp7*#ZU_X+60* zkUhJmz7yAKv%@Gh=~6I%3^vDlpt{twXGMI?Te z7pFGjgZ?eRgfGc@5p5QV5M9K|(d_yGD_u_G_I|#{x_sZ#z_15+pvE(Th>TmWb zj!SR52iU`=sqvRAFB9~94Y}v&?KAewy8OAu&KtAQu=|1^6=Jh-9Ws7^eLIsqbm911itqbxTs0 z=1EyC^PYLN2u$;4{(KtdJMTrTkjg`;h>?s5uREUXfc3DTkUo+XzME_ArDOILCUgE% zd~>X8C$j8R(JHH_7Z|OoR#RY}-32ws+ZWzFU@%pT8!XN|fTtxL``Mh8s5_DOevNCr zNc5i8Yv|Bii(Z)bg$T1v6zT&1BJRW{>tVjW#$aq#+Em8ano!HSz}Umu@spyEyonSayFU8`o~L={@5|_31UBE`X;0b|rG0(9 zq<-EecppuImz*m}uiyFf5LQ?T`(#wOOGF#N<~?!yKXc`^?keWdx)3c^z_FCOi^q6u za`^qivYU+hKYEVS>jI3OjaQez@Fo%z#_v3xOAU;rIGTEuw_#A;U}Wvg4tyJpMLS9T zgQ)WZT;AZZ1K22Upzci#IS!{+apLpEVaO|p&P1!EnbE_PQS zMXJrV(a)idy(XHL#_50bRS_0r^->j!k{3U<O@g4JHgKpX}9=v8t=K6e#gN7 zf9BTTM1)EhS5F*n;Yji^zA1)$MDlec+UNQKBq?vE*?=$airvrP`Zjnr&}-hpzd)*% z(8_awzT#T;m38AQa!AbY4V?)FdfpPD#bRtozFP-`tgcOWK8)`zl5(fp4CY?J|0HknP2ohgoPe zpWH#l&-A^I7dACYSl>Y$O0Mvupwa?j>u_lS->5ELb~Hj+K68)JHbO2d-1@<}604-< z%4~K?HnLi9sH?Xh$aRC6AnzRq@S&;Nmg5zT$#%Z}$Lk|m?6U%?7e-y_$U;m^&cqQk znNbj9vl{Vgp1YBDmy5PHLFz+C^344SpF4|5m%9I`0G~X?OeO3q;C{BKbXmbnUyV;@ zE#pC0nH|9ULHrD{C7D3yk-MX-=eTMQzfJwkH=ukY_TIt@$H2V^#IGP%-r;2Z_h|)a z7Q^`c9PLcLryQB!x|J;YF1zm3Pfzy$#GT<>7R$QTNf@0~UG4d6@)MkkMXkk*#vd1N8{aO7V|mm1)A>XX4UL zuD`+F${`K$Qf6-Iu+*)qneq4hX+PENu+ zXBZ5(FJa%r*r_Cx6|Ci8@+_%pk*g5wPBjy*5)E6i>R70B!IhzUD95j#qT_sayUM53 z@6CI$_Z><0_xa*h?!`CpzpN>pWAwRjO6`CwE3Qu`O#WAENDQ)|&44iG1uk8s_f%Pz-)lly1et zmqP3;cHMz}$&$U5WOriRLJ_b6ZWPw~A|87gTsmrzTK1{;IE#H}x-R+SHe$j^j7(MZ zPuT1glGUbJva4Q2-j=i)%+ogDXn9u5oy0`re{Y1j#^?^i+`+xVK0nZXy3wv@udEEiaK%SrQNB;tXT6eenc?qA&i%qZ+41=cDSP6^yRJ(eqdF{e zw=v%psctfd^fq>)zyP04!Mo0QnH`v8w9V7iirDvWfrMiqR2;f<*f}fPC-H^-$xs?s z+wsVmkbF<%zL(T{ad?xvq2x&JPxsRx{WES(bi5mU-+}Fa{9>ZBS+Bas_5We^8IYZh zrwwRU4m*!3h}6%C2M6-g<|5$bFnp3I_uLVtg=(?EVS+-%+uPu~$&tMQ>S+P5Ux zmHN)^nJO675G(qaGak{?N|x>9uYsg|f}J;#ya!t!$^+J$Bb)MaSJi z5yeHt%SD{V;!FiN9Ali^sV<;LPu3{S_A||-*O2HS(j>#_v;1JaBc;e*)bGT^e7{S+ zi5E%v8Xvfj&4xg{4q1llF;6!$gYOT={uuK*q?2|1W)d}WZl>#ci^=C3WgUL(p>=BR z-Y7;+faH;SevcN}H9E@gdJs#Uh({s2%g?POsY=fg1^2Ea3h=oH2b&mejo7;p(+ZI_ z5ov!Td|_^QpNvg0{UjKbG!tfb_QmFss_rF{zu|kcLaMtx%c7gvGg-2-?=NqMZ`Wrt zS0z96KyqG1kCXU%GAMp(gw6C@#4nP?t|Z1KBS9Jd-yW`S^UzI@d;{0B>ZBB2&t}Qf z_<6E3Ud?X#{x<|-*!*Y^^PzT~6J*`yQ?I)--dlJqcq zNwvfCoz3pA_Wa_1Mr|mbu61rPwoLc`1l<0O?XL7w8iMovPIZeOBwk6n5!lv-PiKAD z4Ve0t@n@I`Qw6I9Yq!+u06MIM--r5JgscDXwUu~VghXA9nws97+2b#sn>(ni0Z1j+ zIefbj7QI^FquG_*0_scke+ex5L!u^LEhEikjtpR{iDYO7s~H$}s~*Nc@JiTBqH*el zf5m2t=~vXOas-5XiM*q6H_rzvv)xM&tHiq>GRhJ9>#x^OXgSp=+v#1GK3S>xuPY~# zC2Tx^Tut2xW~E4Sx}6853q^*9d1qFv78U2VipoXUz6&{D;8(TTr#MYl;eBOovQFW1 zn!aPKa^$S;+{ezAJc`K1DpIKd)IvL5n^)W9fk28x{ z^*1xkD6-de$M7_yKXPsA0@R}GjSv}P{2rM72$cUL)d)D>LBb12bp_;7qo}aIlP9LT zURs&akLN4@!SewlA7a*W{`xU7|b>NR8L*HoF~vvX^QfY#?ML5mRsV={1($&2yUL)f*66DU#gE z|Fd5EDwwW>_6!{AY(DG^>z1NoD!*3rv#Q|UAvslkVbN>(#74HC?&>uVXb0)9NtV6w zCE1}P{#Ag*Iyjc4MQYpk#DNRlv*e9OH*?Lu1)hI73_8Q;0Fu2x`zPR*T-<#~J4_6( z!$T6Ezoc6uV;3fUaqOMw{Am10cF*>tO5UkF$I4#(@lgH}=h|UQc9ter%qw7r!qBi@pZ4nk5t&fQ!;(H{Y4uvJY7yJeFul#>8q$~5d?5e+nJRA5=Kkc*E zEq?G8Y#Q>l=Z%}(gvrd^!Tm)tZ?%GCEn^?%9xYEFKV_+_a5}4It`%95?YRqW3zI%M zVJc}~f#!q6nb&;&$*0s8Z0Ki+UT+fvmO){(7Df5;aV)aL&lYk_#>{s~*&k1PlV_!o zlPRSfOvdtoE-d`Jn3}QkOzTB$=iy-T?0i6zuz?* zF25I-TR?D`aSp@YerDg~*{RPTTi|mA-dqd%xeIwijLdt(7NXSKey6@~@-J={1G8Rs zJVu=>4rB#HGM<$%-XAQ|4x?v^n7>0IPbyZzZj_dL;I7tBn}`DC7wju#*L;d83@K56#5sNfE7 z0a;&!^G5ymX19ILXHW3y^jfOdAN0QqmRUh|ovZ&O*9_-UgK4pUpVI6TOuQV5$v8F$ zst4(%BOAU8y)v*$^~RnUSe4$3MU+dN8BfFZ1<#nexQ{pxk7q*fb(m-GK<+0Okn0<~ zS%aTzp>r=Eyw><18Sgx}H^#)W#^2?yJSWL+u#;KxemzYuxQ99d&rXIx4bts#<#9&O zozx`UU5)YE^|T6#{mn)t%o?Q~AI-)KjrT8}+~dqPqx=igS=v;B=$}Tof#qBAv}4_G zByRr=kF^jh3-gyTcr!g7bX`@^G5Frc4|YMMkEmAD2+6IG+FXyad>_3XXzWi&eH={p zKx33^QZ2b1Hr+weYx&7S5>~;jPG*f`%+{@NravwuljaL#IhPd4me&9a?=oT)o^c|i zmy2qZaDRkobQWAElJOF_d?$+h!RqH3HMM&4?CWP%dIFkz#H`u+|5HqwEw0YO#AFY+ zlTCkfWG-8ze%a+@d`8@EUckPs5X!28?ADBTS7X1h^K)L>9hS*ebS9>i)Jt|!Tuu6- z;%)Bd|KwAnoO#6^dsd;geFNTJrJv_v&J8E|HARF`S5qHnUZuX4rc8y zXww+`@+>vgIrc)mFx@f_ysPCZvOVQ)p{TLSlH@4Xe+sMK#)|c1OOCv(HoF5Nxo5i( zufFj!mcP^y-2x{Y9H@2yRdD*FXFTcMUH*#n5 zoquP-gPgl6bw>#Xg_iHV)*Rux&|20 z!_hUQ{}^i?);9a9lNYKNo~ANIZE_#NOQ(?KPxiT;PA$Z;RlMz3{&y*6^}v9^*pxgg z|KrUcIGPnWzq%$hLk{M#c?z));wR%_G7eqk>b%(~P1f#Wd3M>>HQNltk-^Y8jr=XN zPi^Kr7d)HS+z#KSW|JE*G3$r2*ECg!l24|+PiHva3lEx;_GN6@Bl;~dem&Ou4Y#Wq zr;q-=H#cNmM&8n=zR%nIc_Fm+7R=9I(>Hlee{=j1njJ*%)F&_P*kV36l|O8P^%ZbE zn%9-a{Btq3iF=?&dCO)tIFx3|0{jneuJ`|abePC-v+FL@=0LW)8(V9@{W5nMh5WU} zxm}|C8yHXrs;T2qg)SGGajr9)q)PHL^y+8Sqv3EWIZNtu6-MSB@L%|(Hu7#)o&~uR zA)fwk#i2pYtY*uN_}mLt4~zUSYSlrHL-|^Ely`LeLDn0^H{W&aI%DVVZG`C4m$dWE z-k)GhbMoftR`%syNB2_fIFP%qqX^raKH8qNy$99SS{#5gmymv$bJb}6 zDQT_~8-Ed%Hqaz>EJukDqm7WtC1>ezk6sR@%ei7*GoE}WD=g7=iJlf1{btCga>s`_ z(O2uIXj#E*mn_z+FymjkoeBGOI60V(o#^~M&kQI2Z@=ZMEO$D-7sxGt*;D!}9z zJr-e`*y=p|sY=tw$-4iLO;0&>VzR{u_e!}o`=jMCYj3`k~_0p4>J7--FLflqY2*h*qhy*dLE}wg;XGXE$i{>9+_B(p{CyVc4~JBWF2e&$n4gNnEGwis z!5~k4_UAQu=Ws78-;SBrlRJC!8abLf?CjQDLWg|2NUgDHSeO;3Pmwt9&hiHNJLmEY zuQWvO#nyo|?=7A@A%;8+*8_RqD=fZ@$LwK)wwPLmw#mt#H-5>`@*}Ghfp0R(*M(MR z94TguTCU7$Db2R^9-Go7{uZ+DZt!Hy`IPs344Gu_c?Uju zkGPJvf6TtG!nHY_TKJS1r7R>W7U2Jw_D^cDne8{T`xtFbGfJ|9WHs7?f*Af798#(M zN%qTXs{?RshrW`Hs5pc=(K2=QxlB$y9 z-SK3#KCc z$bCMa#m}?OA#2&Yu<~xL-o&SAeEv85YE0wjNwprQZWsG*HOhOm+#eR12T!3-Rtcoe z-|O1!p>g&!BtOM`+!~4{D`@wj$URA~cZj~VTz?k5e$?x0Pll%(YPe)svVbDeYE_j&iQ*1hhv_I{sd@3jlKIN#{~rc$@!eg!RzgJISWOo!e( zdfSg|IfdwN`nI6c^SF07KYD?#zd>p~nXeF~FVN!KymK`4kEP*GxNQ-4I~c1TrBzmh zcfs|Rxb~Px{km7@X!Tn9)=*=%7RJH;N1SX9f!S&_^Zq4XaU@STo99+yyB6k`Eq&5k z?fXT)oNJZuw;Qo7xnXN*ZL64)%veXN^{5uJ-gz+jZ^NPNev5ZLE8bLKwT3vG%-cDA zqotY)$&}Rv*C=}(eec7{<5_+vFPaD0`S5s<#p}bktn112J6+7puKQ<{pT(-5_-uk2 z{aGoQ0bVsm)*%1mq&N&pztcV^_dSQ{bIlr;^PI};T!MEV!%`1pYO?oC5Q84o<23yi zCvir-)xLpl!KwwkC#P+;Gw!Vvfj_~C{>INk^u3E7d$74Z|6icY)#7UQb$zOr$3=wX z^!QIiPmb>7vHDGotieqlrq3|ve%Bv`&m(%h3jUQ`y8@am@OmDJFC$0h@;&vs83yOm z=V`bd4(}#7FiEVoD+J78 z$bZKwyJ3TRa(1@w)OOor$5(0=O1!p-|d+!*3+kFiwC>)m~0j~BeIOT3-RZ~ zf_`&O?UC9%*Lav1lXHLX;@N*{^+6b}F^VtrI;WN<3MTK;dPv=+pNdLc1@Xgha2*~c z-_0Q+Oc$~xXJscXmuJ76%{$fqXJDG=Cs`|;eeS(kqM`D~=&c)B&lL5umZv*?^1c6B z*k|`ka)Ep&mi{N&pN(Bl(dJbQ`(AXpQ`sp>e5thwte5?A`L>iiwQIDLOzL;A?H?p~ z$++;h7|~4}Y)9gcFd|u-52i&ak?#w>GnJOhv2(BZF@-0b3XlKb^E?@HwoDy;?V{a! z{bpZ8BU~DwzYmo9fXDr56wE4;C89==x^`xB1+p~HgXTbN-(^vXRPSYV;_#J1G zi*z4ruIAfkkZzAU$-4I{A6|tW&%!QiS#M*#n=m%txwB_Gm|1C+5w-o$UOqum9_mIotG3a!?ze~RvSbnKd zx`MgWWTnm}#U>WZle&dGr4$5{|EsrgdxX9Zr_Fs{ui_I!#nk1voDteV!z~Uk}-H}f9*seTD4p-`H3>txJIicxExUKbB?!KHMX3Y{|8i-WA z^!_KF_odZYP$|m8w-!Xf>(nelssr%tXc26b*KJumXN}A^yGv%S>X2Tek3TV|4rz*F zSe`?c6+ylh$1a9po}qRyZY+mn)*$Y${()l6?=W}+hR^QSjXL#MMwVZIjM*q8gnzJbGg3L-B%9{DMJpD&r^^YqjE1we&k5;pe zepZrf157%SdOpm@(6hR}cKh25zrVtU$7z!j$*<(E)9ElvJbQ~(due+X-xw=4--XFv zi%d=6@FQO-WE{(V^qaNWS{$qkixcR64;!9q?EKJgRnegs9Tq@%4NuD1D#`8Cm1XMt z>>tv0qQjloxQ(rzrP&CU$dmv5cxP7PKEmUB>wOsnvR^G{+z;Y?$&XT$UdJla5^6uv zD_L{yQR@-bntU2UE?6%$2oRqqRx1AzV^`hA{5?+Rv zxtDN@_sMYjmFUuj-wtMnN$mIpX$N4z{>qKj-wKlU#^kZ=KZngb=x*it6udN95EUkVc&6&omWw3qF z2zDW4k{_)HordA#@htT-KCg#IE0!Lr?07n6A7@Uc{eTuHdY=`%hv0igfMe-@2CZj^ zUB5%+QvD_0XEJmZ#qW6{QDssMfb4DJ%9DJmtrl`td=r14H=?}<(d;rzK8x&VxQ7h6 z>$nl4OZapKM7Kfeelkzx$#?VO8(6LhYbN_cGLu$ifvj)65VA!J(0)kk1GM@)9M9yZ zhqGZ1EWXawoU?wro^oD%1yODd4Ra2_u{5Z{4_3i2C(f6F{|oRPNP}PDK3+R>p840WM zjoe?zx6p;+LDoV{<>grekte&~DgQlhYXapyte8v;wXh-2LUW$o7^7Ns)<|Bbz7QCX zGqXs%j@`S%vL%~0$NmBS$3opimIF!K$JLEAO{TCF%3X*D@8Qu$WH}U@ZY4!dO}~Z3 zI*aD7i3GE8BYRMW83_-Dd0BF{hx1@akAue+e&5mm%u#y4D7$U1XN!4ySa0NcO{us1 zOkmw)o68(0=P*A*s=n;BYirHRkF%5nZi!+H{V&ahA(&RmXi1tKG2wy z$rjs@yg9|HrHIo2Zpnr6kJlxkG6^D8Sm$Q`kW9>HxR#U2>#+T+ylE9n7KXzjHGknL z$u>Wq%y|mEkR9&k@ptl)MWk&?xiLiI=}{H~q7KHtPA zK7wZh^8ShiGg)RO?f>xEaeOKHc^c5+eIw0wHRg*1cadj5zopGuT0@`{KRJo+leF=* zPsc#?fgeIz}Hk9`RJ!6L~w`gsj1d5X1`f5f{t;B@BhbFiooId6e~{N*!9t%2DR zBUWTt$e8jNs=+S9xd08qD{Pfn6tDovr0Nabg9J_)N53$TutU*X+r9Pk+y1z&ep38O+MkJlTt@ ziUHU1xMWtDM~g!Ix;zb6uxdNV3{>_3`VM3BtYSY;`MV*#R|M-px=v8etnvh2R8sFh zXk#szo48txZTI=SqA})E_TSEC$v>Irj@^tF4?Dz{q+YD^o2;W zuC!5hD!XLA$!UD9FWG+Z`=<6XUgs>oex#ZU?-95-NS|Y|EzebtAbalY{KO-+Vo`RL zg-Ip#^}KffVUaHCA4Au#FnbrPCwuMhcrjYstia>H!OrCVd6f1!Un%F&zhYVBTTg2<+E=YET8hrB-eCdGIdA@UnPkQ3`KgP>v`A62#&Cth# zWN2h;KV11om04|^%j(~<{PJ}um(qV3F<=qtR-3z2)WX3c)EE}okM>zFU)G55nRh=! z`g@i;2?uvU_da$Wj5k~L@;!927T{x2w=_rkz=-#`>pMmDO3?ZP3a7y?=U9{?X-g63 zH`ZJuO1~}&eM*BO_?4U~*RaxUBs!Q((_OCxwQH2Eug6>XVmlhwpDH_|I8Dz zmocTWvIm)w+y?bi{Y{?fGKnH?$Yi#wCunG9#-}cjH<}$H;Y@5q&8%3*Lv0_w)c~j zCi%8@2#iP3vKTBDDRURZhl>r_YnUjP(>aUaL!J;^C0@<;ZZYlZ`JG3Stg}vx8?J?9 zzdFRH$+qwhv@X}z{dh4Sw{BvE^5RJ%3FpJA2cKF*1jh2glG{kt1I_wuEVV$o~(wi`2Ms`(|~%9-{r z)B6pmZP)fVmN>-B@ILZAsMZ8hWp0g9s^tI>mzbs!LN!L#SbUnG%|OA z!69m9|Jp;!wI_Mj20tZY+;4=)`PI{5b|&lPobjz#*i}0VdGJV9|JoQ_Qu*9bX-n6+ zcytWU&WfRNxOJ|&dr6f2F3DVw@6*|5bCX%?P!>B{jH!%Mxt~&=jqc)MIiF?`dmc=) zmb6W#_W!VYAUt-7T-oD1PK_Jcy|?kO4Vm^9jEHrxcMqG7CVUeu%{1JxFu-F`^=dNr=rT<{BB3S-E825tfLO4}~ZI=R1dxph^ zve*`=Zxa>s&1jMKe}mU9o>$WKtHg%4)G3FX4Mn`>qT)s}b;XvP8Io1NStIrZy#6QF z4yFB%bbm^nS4sGjK5H9khM4)~e5hTd9IKrjkS(W;>_W(yc|VZ3CDv?(L3zKG;j$QV zE8tlVCpJN6tI}g(olNoZfvg4jn(uCA>711D4!*x-bUcl%rzxErtXZjh5ewCZ|3M@@ zf~B$(Z6sa)WRXKfs&&T6i;c@I;I){%TcMt{G&OvZ%!;eX^(B9qCW;&drL0{0h}Ew0 zcQi?}`gez)**>YuRtt@Azd-06?fgf!@UI>TIx6|3cRBCoS8Ut`u?c*q5^0j_Irjz5 z!Qn4x(MhQ{u<|OifS#;Ul$Bo7e$JixRTLTEljkAOiWYhDoi!TCPIiHr?->}9{FLn= za{%NzwS?lbylk6>p#o~P|+Ss?cj z^E`8rp9-WI$TKpFny8hta5Oou@@@4KR@h9p@h~~vI8=f5$^3IPJuf!r7=TgPv$q9C z_o~+(E+xf;7mcHNy4#cnZ)ov-S}ljvU|i1=kJ`qOH|ie`DaI{$Hl89=tWri9Zri=iuPUG;K+v z!^Eb_V$YQYSZ9v?FaFHb##*JC;@kH=d6nl}DDqBIvQI&b$+zWQG;4(SZAFIc>v|sd zyFlbbCGVzv2e$l>$p%rJ}4>n$`MZ=5*FxDt;ud z+UsQgPy5&NqnyP4C|@iJk?jAPrA}>jsY-$>?EShpIF3bg?>zg+4U@=7c8VO;!|UUOi9Uvy5+lLSiu-vkr2!UMfSODJC6EhfxsfLI30) z+^y$NG36nx{p&k>FZQ^GOnLTKoa8NedvS4LEBo(Yt-t8Fl-_xg*~S0mt}USFuX;U* z9WR8}Tw44rPUR%X{qgldSPh_cYkqMH-IJ+1>sntBJEoFvg?UTXY0TErY$#@J^kD@) z{0j~Gndg0o(fh--CSCp@LmTss$=bSH+g(}ucCtSRqoqF0e)PfSCs&fGl)r;S=f^~} ztY++pfiUxau@m$Hdu;3e;A`yLNx46ewO1g@gMCx zg~tuak#oEAoxhkkn%tFT)O#21H{fq}2!1I7wuWaZ7G2K@l|<{O&DSazKl+Fqn`v__ z4P;2H>ZPy#xSGA^Wwn2}^6MeH!Y6lO-)Nsb>D~9DNhMZa!ha`gtBjdT1G474 z&nx&?&d?sf!taZ9yD{e&|8FGKd*o?v%=iIwvP)!#R#%G*^~m;*SX9^l>KL5eZI76p zXXn%cC>=ukHw*eKuFO_7-(&OsuHNE1N?8(&;#DPC<5%(WCasLo=doTbhE`VyW!FYl z#6Ar9oC*3Pygy>$x3Kya9ITHsJNRq%+};JhS7?vB^#Rj+SfU)=+(40im3E_!G-!4c>G! zy1M-TCI~iA`y0KSge5ISr6!~~1b=cbtfiRQjt%c;@9RXqM%cyii(qxO|-k^B!wm@6db(a$1KKXqSJ>U?_k5eatj zo|B>cEk0%RZ>!E87*%79Mf_$zk**3H4#0>%#D~T7pGM+wG`Pu}B=@$GYkM}27^=hw z-f|N8mxw*j!#f#+dhxLA*=h&hr)aT=1eMik%XZoC--3mQ_#SbPxNtk%i;-qMnUlAr z18<9GJ*%A$^sopoTf$};=`)&r#;VC(lD#gAK~Uzc2^+hn8hb2iZ3lmvdyS>7_Ofs$|i4MzSEvesvE?fS7^`% z5^bO+0k^X z#mcqy-G?>%8Z#cC+lyrVh6K&XnkW80h?AAY-4gVC6D}Lb{w?XB_F3*3W{-3B`flUx zMeyQ5K9^i})m+<%QSV{s<9JY1oPG(~b6G3*v+5|F(@;-V=K=O=##YDCdlEKmh3x;- zdqGbt#pDxlI!_K>Cs|Hsnd99a`WD8;PUP&Vr2(SZXz%BcWTd#UORrlX`V{GN(nA|4 zU4k`dh%W2+>FsQly_$PSoEZKEhVL*&=A4e4897I5gW&$W(%EO;mlTCq=N{#XKx{rd zYhuzE_8d*0oY}Qa`G;wpd1$iCZeyJWWN3vO?~5MAwUb;B*;)TF^oqdwMKSv`(WICW z`Uf>`)nYQR{l|~;JYhJ0yq(Q%GZ#LUh38^rCrFLqfS^<8ZO*PEesF}*jq_Ah*r8S8MZ&Y=5mTAl^jocESf&41^C z8LP6&A^B)NVU^?x{g+--Veu3UTjKlET{hn!;NpEGFp z2CH^gyOYn#&~Pl>R;c-_-kQTT*=7ckzLP#{`wjlJ@NHPZySWfJm)u#4oYffPjiOn{ zl9Oug)9P((yo0@aK(;O|jw18#eqV)XZ>_$GAIV6V$dKHpSJB`}armgZT{Yw;@@KZe=OAX0|C|1+A-AajszO3$1eGfVyN zMBv;Neic_Qh1WEtF2I>&##l}Aw?x>i+MPh+WHVeVik{E!KH{I_^tFTUPGW=0$X!KD zJ=n;)3YyPqe*+}CKAU&T26NfHJYhQa)Fo@yk+-1zaiVWaQY;|rM!jTD=h3_=Yike3kHNH0eu~m+=d^|5 zkRK^>yhh50M5Z|;&xxb2C|i{MvahZ*^b6zdPM;kmN-Q8xb^+#u$?VR|2{G9r{}9x& zLgsk(+b1He7Hw`L!Tu!rg~jfMa`vxg)xdk=_pRDmMz)V}K05=K@wDM$-g8FRXGEqV zqH`H@vBGpc5JuN%H#zvSlcTGveYH@fU~YRI9Ge-7J`kt+^6(*Sl|3PsvClcs`kHrj zr~4;nA9>ndjTQcZ$n|XeG>>YBr>l$rlf9nCM$^sTCz7HCPUbmw_6a8YLryIzA>Iw5 z?{?NJriULzsjRr(C60{L>K|IX%jdVV@NN1!%d4%lY~_>We_bZh*P+)Wcy#6g?}GR&N{slA>E6AB`e2a z%8Y@=x-Fm#V6jT~Pa}U|7LvNT?&h>kn9-5J4 zsA%#~O8$GvxJ*RMij-mW z%h~SPjZq2bs$%MYqG=CxhhbX{lD#L6=G42I*mWJGhUjyrp4XB*yK0j`EcYH0zqOUVZ@_>)=eDvS%k^R(E}&m+aJ-r|u2v%oOcf z!!J4DFT>QVNc@(Mp3GXOdYAJk|H0OcetvTGSbBY`#1mSchkKJCmz5*S{N1YcOR*(S z5l>;Wk{FV+&9l0$BtKZpe%ZZ#4jC_T?JZmw!;<-?cMeqURco!NwuYqBY5teer;26! zw3FR`^GN;(8CqfEMxI!X1(OM8EXmGR_grXi<{SS(;`M^K+tmnrDBQmk$Bu`6D-1hE z#7Q2g3b^wK3s2PNMt;0P&GWR_$p6{Kv78!^b9riN?-kK7_Z0HYXD91Ete@`c>)%?SFF`f-_?#^;7`|;$@V{g}tZKx*4?9~z zX9WzOV$o;Su7NvWXki$M@*Vpj+B8xp^PD4mUIxNTShN^U{e(fknlJ9csLuaB~(H*`y1ll;`mTDsgHko zRyah@ElH8x<<(%Dwb1$Ac?m45<4r%&s*0ced^$xOy$-|P#MQTqoo!iq9}Ao)+RcPU zc4-bPKq}t`Dv6{ykMElT?|m8S$yG9veKSY=RCIa{;1$n0X> zSF~RWf?e4?D~5AsYP=z*imbx-7xnQIWE#@9CLEIEHcwS=!QTh`CX4LfN*)WjXGFm5 zddexBmCXWbz$H;5D7Av-ha!Ae%uFWr%aj;`t1U?~0ydSg{YO|dGoGEH)FTDHJy*}4 z(BwQ<&hbeyBIW5?W20(aSR|iV)&`Adot5}E!r#O6JB)U}(B^Zxec(#Ya=(Fv+Nj$= z`9LiJsja(@~b5?b`9J}X2mm&I#~_d#kkwkm7MSLI#dtC z&5W#-`9$((Wo6RQSn@S4##?9V@dp03Q0tYn9Iwnb z*$XiKUv^%L<7;8in4ct<^B0(yeAU;mO?#exgjRD;dnKRyo!kx0v|8$Ow09$oKVLxl zH#i-t#B%Lk$ilVA{+7Pq#KG~%UXPFF?)X^M*hOi@ug(!+0GYdX=5FI9xaf(AInX}mjktxy;IpY zmUD|Q$K;y4@iD9}@6(KlpV2+@h~xCR887bE=N0UEJ1OVm#JPBVe!(nwk*Jcq3uo}1 zhj>kQwX#Ac-f&kbjB4)%~x)y4m9~ zl5TlgUISYyK`nQn^K`T?Tjhk2no4CpvE3YZw@(Lqx0MBZkme58^Tgsw{;-(E*09;} zI8%deCt^uO6<*Z++;u$P=^@p!h#4vd@fd=~8P-d-{zAr;tSOzOwd`_R#zS)NAUjvG9-<5mT)^Mf z^PbhD9z)wDdd&Ux^OZUZ`VBE^6~6yW(k|?tm33#*3@TMaw2OzHr&mVrttff^vt@%GWs4M8s+@PR`~z7&tD^ZNfw>}=VttG zi|E&weRHl;HI~i(^6NGzpeIR|8^_rF2mU!%k(WB;d^ zTu7T`VDdgR^ZYL7#y&;!c91nEzCNRcDkMJv8?qm`sMd2g_AKMpof!NfSq{LM z>_9tKy-{qoU9ILcZp15-A>ktav|jJqX_s>oYVn@`&!^s)&65S@6cHoepYmNhC%F`2 z%iLY8X57qrfj2QG>-=+4Xccq!ZhFm=v)=UCDMDqB_7OD7UF_T+%Z|9N^tlH6asu$v zBJzVYnFaSMVn;GCCri``a9qK9fBE~4QaxFu3Pf^((@dCkQvP5(IYku78K8}{J>7hE zJ=snnL$a5>$tuUQT19s4Dkd*h?;JM!4LZp{+LAO2{U48&m-E`+V3Ryy19`jiMNJ<0UwB7r!d;;+fd-pmwvT zp&2bQ54(_c-yz-SY+6;jSHR>acDcI%@wOO~`P$>;_!(nMVL&TUZj^e}F=qs;6*Bs~ z&L%6>x!h;TXjv0?@|Gi_|)s#j>y9EM-?H-5r0j67xu(Hip}u zV#!rdN6BwuPyS)XYOP)%6V!n1W9X?}&tbt2Dt?Z$^7S3=h!}=qz?=@V!R?8D;@{<_&EzUHieKJQU)A%&Ve4|7?J%8@XC+yjUq($jioTP_} zm^aYvN|GLEG`W(lr?6^P0ZhZ7Q(^ZEYjzSjau5C;Qnb?gYOS{NSv&KrWcxT2LpIal zGn~rZ+8^Pu3@7i!x12LDfIXXui{Fc`x8qn7^|CuFPmssZGy7d;7cl%!QSK(%B+qHi zW&XSXf$R+*h3BRD;~X3)1(jr;zmVlF)$@I#Z&}u;NYe|n+`yPI+5g)`*o(Z&n#>JK z=iJEtP)i1?Ls;}qoZX|%v$R&*jOH$_PZ5){8t7M2mg2SNL!d2oTuriMwAg{c6=<5% z+(AyBh^#B@C7!M_qU3&YCv%LtKL3g2xv##z2-AYz$(}n-j46f%*+V@SGIK~V zh<)1O;aBh;C1(D{kCQzl>w{h-c}^c4XoSzGbqMsAiv63Rb{oBJCjDI`{fKTC!R$D_ zj}fVoeR;9A@_oAl{`cb(oAoi0F6Stn)3X+cHih`s5Li^#S1IF9&f!j0*d`%Yq*(R|t#Wb|rZQzxQb;Tq$RyXwAN(p#7It-ZF9}pT>Na+39cAEa#lkEl|i^ zq2+W=-h^b!Yr~GeVs0I6W{3DKBsdD@byzXa!lwExnPM05n2q$xj@GO7wTuOhpig4f zsYaFRwBLX`SMa?#eudFU^{<9t_DG)0JCm2HIvt+!e+ss)5h0GlhQh{}FLCBA zex1`SU(jZ9F5QZakHTOtM!iJVWY*~kpB)h1M$a;$$@9Es2%dkZBN6gLc z))z>Wlcd|xx4hnu5L4E`rUBdDp{1PD@&d#LDPM;bf7Q#;_*9ne7l`Qd$eep){qUxX z--`;^pR*&T7oawRw!@61Gepj0gU|EUXECLiNcp(&uMyTyGg|Gzx$Lc*#?H0zWD?Gg z;fbS3eLI#7p~u()TV3qh`y|~->#%*fmKLzc$M|pz%WpE5sq2$Fp`Sk6vR@_dOY_$A zA$Fox=CD!`9PR0|@AP^d-`~WuzsHhxN0_n@(cylcrm zlCu?_gydB`y$p~>uKuI2sRE^O{${s% zXMOIES$9JF7Z$z=quRi72}#=&e1~aAmM$VmBFjWPzYK?}^Sm<3XUw^rFOJ2B-s-eu zx8$cjUW;`_uOmdN8D3vWhvbg>kW9Hpn0&;QF=Mlm{aAMkKktusFVdnpJJk`D^W^Jw zp4cDmmtsQBlH28KX19+)=S%wLcEfg_Ud<@l9N_D@q`X=I79zs zpqpGqIoo8rzMH9apLm>8$xmd7%*;zb_G05=aX1avW?3bQ;MoxDOH{q?aBf9vvv6Z|hp`uXOnJxF?~-&3J=u^J8Zv5lN(!{lxnzvdOJ|FVAKiHrG)ZbS6 zMV`}v4_>FO!?e8$|s{i&d+GhI@#U)G{lqnpfJxG2ZPrk^#(hiq`is8;Y-A^ z>@L~^fx2)=o`}6#&kmC-STlR^veF@^rPiixBQj@)^QT&xBiiLjR%TUs`kFKK+Vjzz z!ZKC#IYXp4n^!dALBA@U%r`r|eu6J<)cVu-_&7^l<;n+GcRU<(x1ga zJ{5Dy!!~EseU9C8AbJ2>w_v53aL7K)b4b(;8+u~txirX0rf>6>&d~TkYq^s(2&3MD z{dyKZ1uK8RwwzsZKcsW&cXmXbVC2a9qU1$?k6%8Zofh8T&6C~{jRx?qCwS7$F!~V} z9){O6vUK4SxwF+lPPPpY$vUj$7R}wMuOZi+Bt!8&Icw(g zl*{=3J>=iw)8uQo84tdr(OERwpw%sSzn+zoA$EkA^Dq8pP&`b&_#0t)4CWt$1B12ET2#*p&=N+5k3`OvG@e1T%=BURR2mf}To^^v`C_tJfUdPB9bgV$Zlr%#4V51I{R(N%iOin8Zfxh;>#4vE~u z$WE9W^fVGPZ^YT9EV=}nFLX6`U;C2k92$IyQ^^8!7yo~VkG!PjB;9EBcZQ&oi ze8+0&@14A~GvB|ARjwd+W4J!b8|G?dgTFajx(zSM3d2sg{*YPXk7~Xkw&ecCFKn^U zwPXf-0E=^`{YQB4lQyf1PftL&u0BfYVH0+*CuQvgEo3m%XV55UzS;XknpU<^|SF-UQpr0w)I6?e66n1aXp|js* zaH!~~qjtWB*%-g2vAr*J9#y`ycK^}u`;eT8^Vh(1INv*g9K-bT2`g>J!cal*f89GkXMxJwZW|0;UIbPpY zF(a!Kf1%|U1>88A&)6}W{Y=`N_&K~_Mn4fcS&clN?b<=8JtVGV+x9eS;&p3%?YSZg^b@qVgOCE((7ngKPpPpB;oJI-VR2osu-GFdfDOr5sx`v z9LX6g{jsbVCZAr=+No;vWR2YM`wt)9WUcH~{sNvkvEf90f1yNET1=*CeeY_sZ!s)M z&em&1qnSLqmFW5=n`Bi|T@1TU?I)r5t@1eyA$P*&icOEhtgxv3FdGi1Np@{y^}=W5 z+Qw^cSN01%4cGEA7MP-sa!T#bx}70Wj^}(TwhyAyfkv_Kp_VaVpZ4?JD689=&~UB4 z9lSo7jk9m)L$(;eJ2$e;`)baHcU3K355MWWV!3v*Blb*q{L0EX%Qc-i)5u79I7`)rT{kRBKH+g%%(sI+*w8^tT}F!<7+;a!4s<2wA*~cgZxP@2 z@Z%aHa567_1%uuY$l8PVwevb0_qtk{Z0kjhuX*Pt<-2&jT5nk&_NLyyrA2c5{KESd zD3vwEr?d0U0?Ag;=tuG#Lyt-N{EPm#LtrTOOk>?G(A)`$tU1{rUhIQy5e!Kd;+zk5 zJ&yJvW3rvSO}4Dpn89Mp3dV}Jc};R@eM|C27%*L{Cy2$TkY+WnA5WGCcv@Cv<@~h7 z*hAF4i*34L-_>k8o}d4PbC2=+%+6|(^#_{GG5f5*0}_o^i5$B~*9~u;)czORe-3|k zL1%#ow}}@l&~_~xN`~OE_>pI(7pmU^B4zbh3iA$Ce;6NKOsA??5_S}Z?`cM!Ta|o> zy)Pld{XXeuj?lXRy{uJro`n9B3 z#g@nO%b)aD1-Ft@K2M(>gXWpW#U}W4E)0_eHqeMGHr_R z(kIB$jO4lF@TF0IAQsJ1uLNtI%yPxF{En-K^W3-jO<$~kj5U-0A-NIS>**1GR*Q7k zdjGzfz1cnA6zAjhyR_`jzEgd+2-{E4`*Hj;=l}hHUzhWldfI+i?HAa(5oG(Z(M*4vLXxu=%V;8ng*9X@~I=;gE>S-`XGpvnrI$5i;xXGk^52;7C={H~wzT6#%LKM=bH!nUNoa{s-D zS_k-aDm2DnYM!*!V)f?wt;I^kM4#*U*L@@#Ul5fhi6Jd$oDuXe@nMI4a);Q2odqfV>+J_=@a^2-LmmaR1rPq%9AEu5)n!*Rh@!ISdT}t;h(0W@e zP6phnJR~_xpJ0oerg;nqvr$#rh6+$oy!`Jd!HR>&uhOS1aj`dU|O85wVX=$ zn|ceNeIKb?!2Ke6&z)vwFD}Jxj-i`R5@wK*iGC|!u zAFRs^(6Ji@Qk-e`Zfmag8TVwF4ORq~puFe^4PzKn<4C^i_Z^l*4}V}+iq zpEKl6=Qo$Z;D_M&N?_O@rguSA}Ptd$*|WuSJ6`0$|DP2pUU zrJwcwCh_S>zEMgf$cagPS*8_49)vzvBL?vHxBSm;|DsA(*MC`fl!A0|v$10AbQsK@#=@*|eUHZ-izE5o zQH@^N)s>v@HT3o>9FpI2uu)_ok9i!^R^rzSB3cW!sK63qXn74iJG-8fB9~#yReWeN zerzFmEipQgqJ*e80p~v>UounoE%45vxN)7{`{})swknDzyNqdFm0G3Mr6TrHT=<$k zdyV5YMX=-ueU?W|!k;758c3VddBdavL^31o;FGRoUdJE4CvljaC*9dckS8a}5S24u zdl+46vG~oazr??f z{JjTOEA@I3lsnL`EW9@rj4#;@_M!-pCr}kh+JWuMLFh2;yv8$fKIba2GHWTj=&K`Z ztyF(AZasz}6WKJm$@++<=dcKbSmAdTnZlbp zlO|a)hwI}eQr*EzpU1>-_zu7Mo}4?b<9&7*jp~REJB|H&+4MmidRM#It@}Tcy} zM#vujK_cMKSadT>RL0%>jK$yV@ynjcoacEebavwRQY~b6!%#kT5--Wl^TVOJQ2*bE zqK)8N9xD$c)z#SaDIAJv?S1Wi1*;`=9D+$LweSc{nvr&t-ZO$csm6SzvM&4(Y??~W za!|UTZ24xhlit~H`XwK0Wqi#E)LH8@oi#qycb>7g!L??--_(TYORRCa_FvU%C%mmG zn%&F~h8hRXHiy0qBT5!{NKQa1BDR#GXD`|eGh(h(cQp^oo$V!^X?tViOtv1*A3MRQCH5Ul z#u{+>Q>=dmDzoTYLJauUC*^70Q18_XSbHr_y+pg5%Fz{8{b2tG8CLrILsBOv=Y>Yt z#E4DgN?!ij%H%0-PCR@@yeP*jrqg>q-i%_Y$LVzqA9_;+&$pi|e6j`e_SgS9`t&2$ z=`{Ed2g?@3;G9DD3w)0;c5hK5c|npjwYRo1pUUclN6i)PCiyokRSln8lPb^0a;IPt zKR5?g$?*09X1vK#<=|eYVDxE&(T}KgBK+HEV=J_?LVF~=Um;!YqMpQ3&+@L(Y<(8g z3d4C1tY#bUx9KI;YQaW@*u8=INwN^IXm!C+xqKjL$A2Rb zRDv8i%V`coR`TOn*pOAGOZ7F;yPV$nFgx$jZWZ;qW7}8w`6*6aOOhS#P*lPBoX`C& zEq0Rq0&JlKzf|Lj^VV@ZEngAem&c2V(@ktY<{)Aqu{SHMg*7 z?vCuo-cO4XYw&)ZI5Y|C9%jkvBIA18exH7AFs^}q4&XgA_-1lo&BC}##fk5{et|{4 z#lcdnx}NQ?7EhMIDre>-JKqS>wWiO8g7**5JDIh=hsgyr+@$Q=wEGx$N3uuq|GdZ& zGvGQ@jJc5oOVITn_9`nTCyVeB_~ohOAgw3=Q8Mt(#s0*jb@b1!?3`QGj>frfmfR`d z;l=l?nH3j3ajH1^GJ|d}%C2L9QAUruv0=RW|KkBwXrAm_SyT8ttu~M%Pqhy6e+zV` zvc`M(n=-4J!R8!x*aYFObo+(Xj@8d57QBy6KZ-o{;r5C- z%`mkN(`q~TUBIrli~8-b<1c*7=~sWyawGYM@P?dg{I%G>k2T+dRdNA5Ox6bMe~b4= z(!VQQ>iG0Vye=*_HfPJre6qyrIa>Xik0uApDkaxw{cRrkn|@D#*~EhHc0+xBDv1{8 zu@`w?W5dk8y0g?o+{!69i}>U`JV|z{k+|N%*moA5cj1Fa@QV37rwTnr;@U2VchbVe z`0}N9$?JY5e2>z@Aa==FLAm!hQoSd&w1z$3(fUXcX8_DAiZOY{e6_1Nz2|Oa>X5C0 z-jY+dmUz&GP3H4~%>`O~#*)dveiU|{#=kyP>ngQc^SiDjPqu=Gc+Gzh?$4$_xw;8P zO-0wHY*P~phlmVJeB*ppua!Jn>)RW$y^*Zw}^tPNtue=K;_Ja!0SwX8e*?cW+9>vi9B*{s{ zx$6@zo&$#(YUb>L+I*=xnKx>$0Z%&!^9Jfadj)vIl55~A9ynhnB zUZi6)c4}jGQJ)^S;6fkeUlzL?L42gRH5s=a_WDBD=Dg$DBwVYf9c*}yD;;Q*Jm|?v zF#)$`W6xT>E!AJ{&Ao|>`OXIQAo*|36ax!lOI!?zdrhJ|>^S-=<^gAG2ZdxeTlo3x(;Dz7gNP;IGB9vz1g-bP0DK{Yf6T(MOGf=blN;?&Qs(?T5BiXcU30mD4fr7hl@1t z(I+ykgHaW>EyGr)(6tb@oGUUnq{mh4^%&{*d0iWCpM~YQkXeg6FOevxyCl#40W`~< z-QqO4pa0&hc3bV_UevvG&z;pPN%f|ly1**C?D9=xovZE1k>{QHwpLqfA1IOU$63o! z!c3*OHVUy{J-%Cqj19?{9bB9JzeGG;!Ct>X<2$y$k7wl^f)@Ou6hHqJRzK(?nX7Z> zt{V&AM~6?eGK`$X#P~Y=Jv(@h!>#(Pmpue)NLEF!54bv3|L5qdrG7gUlEksxgzcz4&YeHQLdlFTcorjbzmsPO~BEH=s{%+U87$aX9rT zcD;oi_3$>QfW1trWKx}t1=aY*7d*AGR}&z03(MqGx4*G>kY1Cg{02Tgg$+Kz^W)h2 zSh_wWqCKou4}CntD$BKZCoNBk#k_opBDLJwG!S9S}VWxjAE zeR7`Zzbsuv4EcgDXANg>l62APU95Wx-LJyD?)uJo6;;hq+LH4Dh~CWa&Z0wRiPNyX z6a4pJ`X{7sz>?X4K2wA!BvMa?&OGHt`z=Spo9WbmG`*qPQY`<*c(X*E&2+xRPiC#p z;mO0IPB(au=Reo-qjyQ2{UbwYGaZ93BvDf{u!=^z!I*!8X!M&%TphZ}De<1DmJ^B# z8^wwm!-tS*DSKamQPo&^HU^y}Qe36K#*n`Qrpe)*Gj;YtFFW>c!%aDAI z*9GZ1>g6=V?Qq=Wq?9))svxr6XN#^9+*m#$^jW8pbYbNlllB}Fn zkWIWhS_B%#PxB08yZQ^n{U)^djr943bun%}z{Xwa`w@RT1YWrtm`rbdj7d3FVX88X zwU}IPHL)YPKkp@Ja**_(Z}xfBrQK>4T2G&jtn@czMzB}T*exY~OjZ6~$WP>3|B`ka zjf#?WH|BTd2YJF@8OP4k_eoedNQdtm%DUTnaNWWN1|ga_irTXcRGPmaT;maxcLn1g8WvMWax z%z8>fY#p5Xv)IoN+{F&1c++C>cq!fb8xtmq$Di=nZt7*{*%+3&249AdbpemQg;jra zt&13y3@KOBtTzoGgwKg^Xn_l-yHXF!lZW{w{_wfJ8jE7R#H6{ba2`}QVplto{iR+` z6#R$1YVwcPxIfq5JcGNN78TjyCqBK7G!vCdUe<~9TO*P*qrnr(9io+)G&~L`j%V$& zS)!?{hd}9JI4t2Exo1!g2L>4{tMlSQxNr}zo5)(ppxg#8J1g;I0gvWDBziO!LFVXt zA1*wgjic$Z!?m3Lmc5>t@g}eR7Z4ind&twg_gyIeO}Y;ud4pEIgw{8#H5__>kt_4_ z-Xh5myuOn+jb*2MwfZw0hIv<7WL?J-&cTFxVShW6leIZnncj!=Sntb2uRa+&`s5cj z7>4m#Bh!sHWF=KsSd7E3Q1y39r4P^*#vqfMCwDKZ_LE8@Y!MwxxYemN@|CWpJy7 zHtMVUG!zac-_cs%pzLP6&v{lkV_>0Id46`38vC>FR8}|wLjNe6^+s7i^ABl~hjK1l zUc&xoUHem=Cor)We>s-)+wkKmmMsji9qd(|jwku_5&FLc<2oem#8%m>whbTFv-G)s z+p)?hI$nf@ZCxJ-t*kHkR~r}c#M*dXN&L^r!1vNJ=*-9YhgdKx$y#e=7skJYb7!l) z9o9wgU>=VxfrZ83{iJ@@k)#O!FU_Nq#Wh(J?&QZaS@|+CY=z&>(A}hm$M7(xu>1*) zPFnf~*Rr;~ChsYQQ-9#bIwM+Dk$5JJFCk6t_m3fY7c-9C1TZCC%V?fvFG^FtD<XJ=H%F{8XTe21z5CNPY1HZ6D*tz)+=y)pEz?LOCE&}A87RlG7M(@ zxvY_#oJYfQ7|rkFPcMoo@9H&A;NFDaM(zJksgulhu2O4lfflt%cQNk*(Xfx(#xz;l9^rFOvC6I-Mmxx5J$O>8T>T zOK7ts^p~>lSET%zMu+j5ReWm{A8Cdo$yQev-t}RcoE^t2cczjrvw3wMyHwPjP4CTW z=3Ik%ka+}Wa~f50T=&xQnM!BX(0R1~T-AgNa`=VVyi_x8h+F2-oH3|ETv5+hm*=gz4w$bv`>ELy`@U`Pn!!P~_am zTeANBHOPNLzb!odG(OlFcj}TQ=c?r?{7TGQB&v@QOGmP6Mb|cB!@p*GHFe0*Wy{f(dBsn5i{DHw1eX|sm; zMt(G=V6J~5eLB)4nH}!%e=$UpHUBOs=G@-b*tx3S-+{;F+RU!AF$Jt&Ch9E3x5qJQ zsQRblU$VpI`*&~eZiLyjS}%v6nH|53cbV-c)A?o|(5ZlV*Ydn%bt=Ih|6u7)T;B(o z!k~ z$6W-~oVm6Jp4Tc_jmI6r(m7>2&){omcZX5)1(Eq>)^Dry+pOD3Ph+L-4G&+7zFyf5WcV>5o z@{NP^T90S;7qL!Z`)hghjj%m{hUJy||9r<6(lFbJCU?pR&6#Yj%pV-toTmkH))XJ6+7Li;_00(KBic*ZQ%d z(zE!plGM+VZ4(cy1FPgb?V;_gd&u{<`j~p3Pk%9j#_N9Ir{81A4&zz{TCC$o4b`|q zd*S_jeGbNmWVkw349MQk@3Hbuh*Tj(OV^WmEqN&4Qlhcz%|(ef$ryuEZm}ygOW4V9=Ff-;Hehn21qb z>Fs=R96b-=MXT5(`)!Mff_Ff$E89(hRb{Lw2ZbdxAE#F0+QE8%RNtjp?;)R^BI3LP zwT>*2Ol9x#{d~JGt>69e|44nm2AKu?V<4W*XR}uzk+XoyuvBt2wq%QojhMwj-jVbZ&tkA6vk$gk`n0C+TZMqW4nOI$^m$a09g~^v)x*#Sm@X5K@wU$K5U%wxJ zxrDY~lXNFNV#QB*aqgmx&_e~0=AD8oS&=zi&2qFzw3wh&zWH73w ze?cneXAIL$1y{}!pV#C4EGRvVx9z;Yn(P&zGDzJvWch)u{^sW+S+@zqkHUwIWnRJ?K^Eh_B9&aaM)N*Vch+Cg4*&U8G=ykAnm05YL_S-`_ z=Q(8`>RlquKD`{o%imMtEm}WAo2S_F2&m`$h6nVU`P8{Am#nD2>tV2ZIq_^NNv?%S zQ#L(NjCmci^Ih*Rn%|2jJM@!Nr_YA;3cl41-qUG0l3vr{_z5ZUJZB>`p1``M{Hm^6 zqxo57k|b+VW}?OMd?^fO>0uY%7Za-+;buEgC(i?JV$I~Ht72r&e(~iHIZ|}3gbkbF zQbDVi8z(A|rj1ucvF>LrEXTE1M9Rwan&WC4J^!ZWg?MrtMz(@?5eSro!8oJPngUHH zd4B?*y9JiXq5Gv?C#yLUld2k*JDE{-;IrklvY!#;5IC*(=?C!ajmfL@loMKVLh#Y> zzaQS2Efm#mPQgx&))7XNb`Z;X2W{Y=Y!t<@VxgX&ga2fj&_Hw`jF^k(e`>$pTLvOC3Rz^GyY!f z=Nht~fWP@(pKQ}PqvL-1P1I|4H;uxSiy-(R><{!=a#01*>@{9Pi;eWp9;e)My{X_E z;uoxy(+aO+(O1aa2pTsUhq}@2G&&}iLJM)EByZdwGUI90N~=|sFX`PWxOK3$FVt!U z9LtlPwc_jm;WiuqSS=u;ZJZEiDMbm^=28+dS@ z0R3z3{i0}<{rXwuew%1B92@e~^FWf9z~75mCC?PHzOEdW>`^-3%|~M4@BZhU<>4aC z67Oveg z-;E1H=-yZaxPz?yMVd0+HN~Xt)f?{0=>>DNr*L;JHa39oXnyws-@KkJM)TLpSn@>H z8jP`>eLfS5=Fuf5P2@gO)0(%SBi{8O>BIW&NA?cT$jYA^*l8`@awobgOHGCP zKAPpE!Q=ezicRsHPs}X_(&IH&?9U#1**3f9vL+xWiFU)r4|zgzHXQ_|?2af7)vrkO zHs3r^ANxTlCng-jLU|UD{QoadREw<-M{ve-P89${3L#{9jEgAwm)0{B*rwuljd5z&I}~a_6}F_VY)Q; zYJ#%upflP3r;N9s7g!+on0AnD48MBHXE~K&BOctqJD=3faq4Cj*aDU+g1a}E8|KWy z@73C*>=ay{ZJa!qEZHCa5P!-3rxo;C%-1)G;thFZ@`Loy*7rQ+V%*NNnD*uhS%;Pr zb8Cty=kojt(9J0m6}8ui*WaVB* z#JxAz<7zEbWXH*5m`lfT5UdHSqj~ASv}|W~^{_q*DfzBelgU1_+m<5Ka8h(9VNTLs z$p&xxy_H-I*{~KlHhT3O?I0U=${#6hep`BOFONx@UJpR36=FkmCbBe|vetT=@CM9=!l{+@= zwLF_=HYR^}@~?yLWmuD}oTId}gRMU`i(1acuhaQv?{@H~d0P9_7+8m9N1K;CsJ$c1 z@CKXxy^K*0L82T!Pf@Bhe6|@0h8QPuqWN%oyhP6XapE7Jf5*SN^QEInwHveUCQ&)x zQxC?{#bU_~be*f8?2mkjMPJi;e+cFL;Xi5mG5or~_cfLstjtwP{l{i`Mtp=`E`wS( z(YhOJKEk%ovUbjWk1r*w>bD~1*CIf2c|I>zbvE|&_VcqA7m#Q;`{jg^6>`j+?Efiypnd>=va0#^%RMO)+GZO}hn?PJJ1 z*7!F`jK~xJ%XrH#`pNm5^~rvQDDW;xCXi%dWq@bM>{olV1CxYQY= z-=}wZ7_T+TW-gZR?3z2{DHWn+)iTMK`*T0kY)k+Mr=7^X$G3D}-mv8hqN#26LqNMOg2XuXFhBiu*X)vxnq?TfT``0xK~-!^S{|hDi|`{) z;>P3GT-Gefdv1Wuw>Z?vOx%~Q%V0Mg(x*E%P6SJSvoX-G$$Il>`Z7I!a0Opqq|Dyr z&u}1lkd~4lyIMamckhPiLt6hU>ZY#1KX|>5Hza><_G=uA?a60TmW3|ItM2;m4Ef`X z_8bIng1`fGt8286$(B0bi=BHHZENW-8JEAozcC~)%3sRk#2DE3CG*)no5@0Vv2M|V zxo0w5>S|q&^|l(P1lgOj!wPmuC9G6LzX962_*6seU+dlH1s;9?uFTc%PbB<=Bp1Pa z6Fri(udj&S4o^-tes+!5CRb{5tm1!2z2w@>y>_n=7jJ&h2ZQJgKas z?_8fRXW6yTo(%u&$k?KvKlHX52X2MNGd?Yh-zRy$&-fMKxdUtNB2Q`-9_RlA?XrsG zU;Ms;_8nk4Q%~7zd=8GiO1}Xx?#MouiG{a|eQ!JKJzj7bgew);qP+Okg}+}8-*v3o zoOZ=nYab3i&+8jPEB8~L#PoMymph7=8@E3%%g&sJ#%%%lU38x6eJV%ZZ1nAPUk9b( zB2_VCtnl*`Mkfd4dSlIH>n;$?Zklp1dxYnegLpDv7J~5r@}3HdJh%LSOog#+0(&K! z@kh>o85YanS6R%s6XMC4(2!<@3%&JJp2J$UD z9O?5^Av=ZdC2v+%BcwL)YtTBMbxS*T99>@*3zDNS`wN>I?;Oldm8CyOw-iJ6!@FhL z<(ojN!2T-+zUlm8t{uvGeUlNpK|q(GmmA4_JN%QeZJjHViegWmH-F9Uqsad?R8x!XJLCLIf-lVisV3MG zr`~6q@?zq8S|vw+BUohhR|T!B<7H*%KJ48_y(GWU2FGK=-B7Lp&#AC|pQT2^t2%sc z_IoC#wlW8_7prGOV+HINkbeoCn)sVLd|COC%mazDhhgwwy_F^JW2`!Zo_Cvx+KV`M zCtT4=7y|uI|Wj^Z70>dG42A*eyXy&{_^!6&RJ<(j3C)!yN zvlc$7Wikg|2Hy`T|r#?Pai*dbtZqBgJW6om2Yv$sL_J=cwn?Fo|WlbFZlGToOJP|e7^m}5>6-KYl zFMcBPTx^}>jFx7~r}+JGVr`xr&DL8V@0Y;;ce*ZwQZ4gGvXmx|!_)da4o|bQ>Ss1z z?e7dxvZ>z7vUHx>?j`#GvtCDjk!r~wkohPmAEu|5ptppC^;jdhiyrj%P$(Wvlicq~ z9;WOp%^Id#p#BhzvTEdDc1#t^zMVYrRam@( zBh^LWk7#=%ZyoLYtOQw!qf=;_{4&F7*%ikBuu~nDd=eL07?^AZ z*;P@0|#QjaMo=wABy&LG-a4Sqp>3cd{elX5ixO}djwz9#wY`cgQMZ}BOAl=8g z$>UK8U*7h6hI5vP_8-Et8Y^AFlJAMSm3dCCG)t2q-*ev}LrHj@4TH1A%$p%t9lK8P zzML5NuF*Q_eW1}wK)H=sr8KF=i4;4vS*-mIym*P!C%8h(J+o`b_#eck8Ep|et%v== zJTtqPb4{2zIF(yZ!lD&C=L39thDYX(&KV15g#UIpXH?njQVH=X|U3|`y!A|&dE4w^afK{G(;mDNLB1q!B|3z2jQF*?tdGlGYn^ngy)haIa@E+Y9TIa3u6^Gp z?M7p*BjH%u)uP!vh%Uv~zUGhkXmR5;C-+JmdWfBp;W+CTH{)d1d3-~gYV>{FHD+^1 zR?w;^CZ+~?vNZoI4(Faw@|Na4XPye?PDdjcR3LG_$qZxnd=q*~tXs^US!=S*$gObV zD;EO%y$1QLP&=GPS2-sc50ihdACD@J zNyB}znZH&f_b=kd(|9(Bb()c>GjxB!zf^cn*3z%EPQ}qej$~csD?BJqK2D*{w``aF zQtya>&HU8F+-u-ih&Cs}e+|iI_+%Dj9%F-zqC)Bz<~iH1&fA3vuX%p}S*DsDa!+_U z4JPV26{fSg?_QYvztG^48D!d~DQ;z3;?<;%2tBn18hy;wAp@xX93ht(U-Rt@E;y?-zW? zx9drG^r?|jmE&a`-UgL*t}XtAS!Xus>66@BK9FW@_{KJ)R~9M9veE)*oT10$2YiG+ zzw^*N(COsWg;q2ATh&e2g3J$+?|X=zten(R(Tq96*NzGjWLnj zd+C$sJzuljVQ|Zeu{?WgOVahm@6Vn+$vjXzE6F~m!KfbzpYu0+0XAb;B{NWOai*U! zFTtfkykaxvf9Tlj@P2~?4?DZPvx<^z2F<3Bt1a#&8})FOAB^u^M1~Qx%bmG9z3lT3jFkKl0OZ>`euO&`g}m7+{TBdibc)zb)>Uj)LT<_S->Cr zk*7hyTr`Z$X0iNhw8`$%&)M!kZQASgLStl&)xje9b9jBWtB1QqxE^eq=TvuM*4Man zwllN$WtG{q0}V#v)R6`8=M-lh4ee+6%7?Hy2unX_zhtoaz%^=147(q?!!d3;e40Y2 zpE&v#nKtRYo>n#Cn40FfGyNQSzIJwMmM5F)D6u5jQj#5Hv2T*u4f+hkJBV(xATi4s z`-?=68~Fg9TF5x#NH88oMfp;)>raMUBJ^51&E|v4Xm(0LoT?|9{>IX&UD2^1YUT;e zQaaqqlXAy!Gy5Dx!?WE{6_&fUS7BTOnykayREZo5--mE? z1gos2b76QS-~9~df34*Z$B!jJvXJ-2=GKlKgzZ&Gc?^ty!khz~TNOJy!0Tx?IL+us zyY@ZF>sv56-{7ZfT?}WIU|VaP$)2=^Jh~js+VS;K>~bO5r_lQ(@A>` z-S%nQfE?xN@rU-QeUc1YkHTWD=vI>^4?=bYHVo6p1SpPxdPTk6>F;V@nf;+(^O#R~ z$z-waP_mBD%Q)i=;elnnPc4+J34c?YHpV$o|D`c_9@~|~)@J^{!z;47BrC)Iq~Sv} z{)FeJg2AP9FJzwHBFaAmnQGqu3dJ$TdrVCIlLim*l)|LkA2VKI(Rr*D%71B3}^{#kV zjlhCQ>|2~>3n80zIp?xLOIH0D;>p82ORRfZg!~`=jwb!Z#;on=UB<8H{Q@|D$(9Yp zydKzdun0Sm)J15%jyAVJB~Lj|5+i!);a2Z<)Acj0lKW(XxcmS~Ct}}DUVJ(%D$ysa z&nAjSJw>ZCjQ&0x?_#wP7<9h){(=~jduErA;syQP#eS*0)rgIoK(nyOl?nte(Q6DG zuE&B7Jn2hb(gJrMhG8n)-m8b9BEZc!TZz=k$o3U1+pxo-My({OC2L7*v7#fS4;0_; zXR&MHu@rj!jBt-WSL(SZiL#<3-+!Kib?%j?`efDzEahio@GzMaQx|fY&u`*M^Ne^8 zMmI2K9lW0e%airK*2qUWXDKPp!PN)!QkNAg823TmoZJ+x;gxD9%Y1ekCZEUt$x4#d zB){_3%W0Y#;bSm4&j~Na(X6zd%s>7%`Z!~Cg}{yYS{-lOvD@3?(IQwThvA>1Tvkhz zC(Zw`a~TAevf>8#J!GU8^{^Onsf@7`!l_h}>@w%E@IW3=(`eUV>OP~CgXOK_=4Z~% zx6I-=w2Qt)AetwR1Mqlffes(T?N!`40VcPxv#d!B%;v445)Ysik##xn)#!D^rb_ys!Y;}GH;RvJrOWfI^%*;LaQ)uKyu6GApO^!F zhfN5Qo>c-8rM)f$>p;Pa=Wsh~6;8nvA_n(Z$oU0WXT8`Qe{B+m}d z6E&*wfTpZ8wBX2fWZt2dM_nmAqQ|~iaRv!X;nGw5wFLcZ)2Rp4i^1V-x^{%xp9P+i zHI((WOy-dOcvRG=^;o4j-V7Hfn)sxQtI7}c-wqQ>`F}L_uYtopv({^7@W1J`OmCm! z&3Qa&Chx0`5f8!S7@klX$Db$rIgYL-^DLT5qD$dwKmx*|BiSx(9;cJ#Z)p)76x=V{>XDBAdj1tW+AY~zp{Qvu7xx;@g zT|dC36?DjI{55(`9?JSGR*nztW2@INF?mR)8=(zJzamR-a<=tq3*AQI{uykTtBi(t zeXIUcqcSyp#yWl>`SN`7J0m9x-+ny#6=(ee-SN1SXfzeqPG-a8!(5MX)9_$F+%1m_ zt6AqglJ<7id^irGdlOul!8gw$#|CnC@PCAMr#qhS9_tGtQR?xY0jFbl@(mCz1B)~D zzRP$g@Y}_(&y4oEzhCm(W$ag8ubCmY^YJ4g-2&Hs759?2>1{ln2gwrTJJvUatMF+X zE8k9*_(F1B)nKJ{t`tV#$|KIZoMj$0hiw#Fm9>}qtV0nJuelgu73JN5wvJjp*k^y*^Q z0Y^c23Qbe{t{DbYCix4vaSx{7!831T?`fo|!?LMym#WSy$nl-HwF66Yy*P*+Tl1)7 z0s4zh$$!4rm{YOtLma#a7rw&SNSVy?w~#(HyH?=o;jn82k0Ov-NXA>tsFh(h9=gfH zQ;AKpqV5Q|H6lkcGo|8u?&eoz;~g{$7v?&%v;NA6lxMj%${p+T{mp&eWJs)Kg#CG1 zf2bA3p~7UXT`=4AcXX(junCS+NphPjva?BXl=1VtVwxk%Sz^7&`XEg|$LOq(DNMr( zBES~*xJ>`w(e^hin8?R(_uZm1do+V}30M^3b+aIwyFp|4&o%I9B3ex#>tu0iB=qu} z-~>_dSvFpQVcAbv)_Ct??hUTAn!%tieoYbGQ}rad^iF}$Cv<9O=18uDhefKd3P#Gk z%&}}dQj7gu!QSEc{VbkUM}yhFr9QJ?E$hvb0VkQ0F4KGJV2)f*y#P+bbJ>g)p&MuOddg!L*bR&%?c<5L9^4zmo>Cs zvUh5VW@qsutkDTtry74QK9n}X-Q>uXQg_!1Cu3WlZ)b;UR*TmX9ow6M?^<62g}9HYnX5Wkvt=c@C3JuV?rH@3J8n+}EVq3rO2{+{R0-xhE? zS9m>X++Ga)kJNibmaHIOE;@ZB;^qF#F(kZ@Uem>Z_r-~^{%GDD#Fx^%g(}7%KkwFT7|)% zLUgWpn_LH*_4+u(_S5Gqyv>@YaupE;a)auK(44mByPcVn-`2ztK->tas$^$B?QE z4)n*r+*f@>Tum0n#WYHuy9K1V4b8T8T+&qGcDq zNAsCP@r7d4%7SS5lut*oL~ph^2>bTXx(Y9xiUlXqeJL5*ifgG!^RV9f<5V*!e#Gyx z_x=x-NH&NYp#3VI9?4tt9qD9pqz=L>qCc_H0rnNeitOAw zm)%R@;Sk=qk#xnJHvr0KvqB#de9evr^3M8R-73Ci)mZWlZeqEeeEm#pYet5wTg^_0 z`>-+h8R}x>2pYF@b}BBXCdWT)_o|jdoiUI$tKfgOo-ZR|YNgILURD%6OpYHQR0&&} zLpzoGQn@7+8}G)uqp`dJ$)D6?_60T4-xgN;n_rZI`Fbc$@Vme{o5*$++_QuB8x}nV zItTN|9uVG4kFVIbsut&wINu{W!RHZIYK7_XJ0HnjyZv3sz^0O22sYH>yyCr!}C9~RM(IeG&%K7vh z{`a`PliRNoyJVg0{!nSa=b!ezw@{?jm?r5)0q;sBMj^gzPiv`JZbD@*iL6L2}t zJG&XZ2RYVZ{-HRx0*Z@_S%V(A3VK3x|4vWI4mnlSNzV3;P)a?HhGxyb>GTP_7Sd%lOHm}q3rAB(W z;0o+D%*)!E%k-MnA9X~9WSFT-{|%x-Y62Vs&+KDgz^>iNI*Ui%f^W$wo_jCZA950{ z=8z%tQSyCH7wfVfyBBLsWW@{g^%)eBKc@kk?4?&>$PR;fORr`Z9G^t9i?M5!@$pG?!pKHb|=3&EIP)atN`(T|FRM$eUwRY2J_ZaN6 z!|XtoD+$l8UYB<@ahG$J(s+#cxr}EdYv|a5dH8X-Ha6-Z`0+5$Xk-Ri%~Hcep?tsJ zLC0pSc0Q@QvHKaURh^IgArAIt?^}GDSzw~`KO<8gJtV70LzrJFdUZ46Kl)2viR=Tc zB2pxS>QJq+s%sFg?O~nQc*s`s!L6>%2jhFH5MN6FA=)Gx^6k)A#s(X)b)#1Kj`;%3 zC-S#ybkF{+MTN>vsbcPrv>i_NbIpAZW8by(i>D5Ocj~SU zfNR#)zm9vSLF5nDCBbL8(H|C{6RT%9`#2un93HLM=SZ)1Vdu&GEIDHyCPiBwo$tr* zvBoielNaD}tj+%11$yfwx}VCLcHwTV|^2ge> zDVR$)8UHxwAB!v7&0SBB`=kPnrC#xD+&@Im--yGXin_@VJph)uW0;JL9gLm(;K@?- z1f8-E<8>0;3$1OK+mnVhpiqa$&*0(l!SYQm{pejU z7QVE=lM|bh+35IMjFs<>*~Rf4kC?*3 zXXDBOmfuC==2}n3`3Kdn$RnE z(}u%1*OG6+Y#DFbNY8^r)a+P0+KBV`d)Bqyk6GX9e-T`gkus}w5-I-TCG% z;4^r1z?<<#NUqmvMkvLi71-$uS|z98iEvL1;H!g8L24UM&QJC z(9QF`rJ}|x+_?=Nm(z9&eGbR|*PU^!NcF8Fw?bq$HorsuefmAd$oKgDjJ`jRuqdta z+^Yv}{y>`3@%RLm`3#Rz{i&=`e!!h&>>JMZ4r@_(#URPT-9@H5NK zBKrb<+6RK0aVhuLdWomWPJ0L*%;g{7!~Ivx*zVoW^h_Orjj7N1_F_h0Fr{KE6i;WNmX zOr6>F@C;qiALvz+}u8dfx3C-^4kbTSvT7FCkj@gmsej@@fy%iYIz@W@KXX?ic|^?zDFi|yw4p zw#Xdwxbw0DXcMa>8{=*G))nHpmK;L6T_V$SbUKjro@I-EY~Pw6oW$Exo%mOyBsY2P zv2Uf(5*)aQzbxlPzmb10*3}o~e#DC2xRpD`3t1uc)hb|nc62^Tm)k|t?QFA#U+!k@ z3;oX>h~#z|&DP1|^Z|<;Y5bn-UWR`ya~1QEe*59TxpW)`{bM1#!_`(JXT2sS^n&nF z{9`z;C`GR0aqSw&4W?0X*p||7YD~PvW6q^lO>%5@_WjO!nJ&GIR~JTC!T3<;ea_Dx z#G6t)@ByE97EK$A4l8-hiLRQai@M{qu14z_ytW35CV%tG`tJeH)QU-+nQ|h~HKIjz z7McvbEzW*|esAN*?;>L}%zRSci3@dUc&UhZ54qZrYb;F%V`>8@Z=4AKsh$so!izj1-$%CNNFf?tqp!vANiB|5 zr0WHZPo0}}yq`h*FbMz1l9ysgO=D!&PoAJ&3-|6c8szLZc|a|gEhk@c(^jJI!I<}~ zclVk@Gw;lW!WLt^hbg&3P?5%G@bw|a?u2<~K=F4+uch;&1-|*ESF356)hsiy@fT;M z@_b`aKl_I|vGP=-Wer{ra@;A3q^`^<ME9%1HdlIBtQJw_cY1FH{&yIqdSi3H3z2?)F^r@uH z0V2dDn0Oq0-!GW87W4k&@nb#te{j#E1M6MJYDYnKD5)Oy_e&Cfhds$4`8Ch_i{;9* zdV76d$|8UHJoy#+uuDUcVT*GXz%45$zJk;*M!P_yYR-nW$X*>nv)JQqHXJI3pWHvYpKNbx|AoFc!Kn{krRMY?5)C(c?tD~Y*O@e#r0)y$lsiZ9 zm1JRV1G(;aFqzg_sc{m0dy=`M7`n%~zw^?w#m~;{cQOWb@-!66!E&=>+g+8s zN3ZYTxCjClJNFiBO8vgFJ}b`NZRq=)K7PjZ)K+|0{5=x8R?siGCANr+si^)FS#H4m zlk}09evV!j8X^1ko`7$C8cosXAZIk>>E+DFHMM??CuYB4_BWj8(}}Rk6~f2~!45P*E;e2VS$jR5fi1!QOm4D+nHg!GHqGG{E+s zoz)zRvQl~giH?NS{SbN^UoOJ)fp8drUdp)CGQDr*3$Hse z2fLoY*+lh?(A|l{g^k&YZ~VhMis8pYB=72zZ;Vs{w~u#rRj9tGr;g;^%sWQ$^J+M_ z4pz_6{~KPD@4SQgeP4fS(H}JcSd* zap^9W-iw7_@{>Pcbq*_MMR5gQTmt&f^ZOIvx&ZolV)+OA44~(W{BkvkQ#m`CmCDej z4mm$G+6+BE1=07to`9XxXi(j66L$Opl5JQgYZ$UJ`xQRDnLa=9sO&i_Bi1C_<*n^Xh8IKEj`~KBg$XH->K|bL=um{Y=JYblxkjlp)h*cI?J( zSzkR%Oxr=vzj0t99;RZ(6J)&%f^Wm!%iLa*`NJ$kK+wC-hegN ziZsch-xm_+;OH7&x6~-v&tKi_p8UkAUAjkq53)*f`ZU9X$KbmXTNbfVa(JJF%|ncz zdguG`)b{?D;`=ROkZhFu`Q&PLF3Wmf`acH7!|9vVc> z5xa{KC-b_FVoYjr{p{SY$-ls{)5$ZMh4U0O%t@u5YxwIbu{#xt@7As{%h#jx-=aqe z2;?ckXU6WwE9;4C$2;dr5i8X*Qmv-7_HW=;W0tD~`?6wxNq#Vk6x|_t4{PsoPBn<+ zn(cK`E`>y{B$M&wIEbDOqeZwrn|J>Wf!@3-F=9V`{9w%F11gGd2b1~|c)dWsPgt!A z&W&Q-RCdX}mt=f9mDX=+mHRLk=<6+*p3NtQ8Ev^y24ZtFz1Cun-*Gxsh+kyoAF=sF zGsIX}j$+$|KEKQV_w-ttl=nIB9Z}{U)=Z7T8+hg6hj@8k5bX#q@D440q@y zv)vl#^do6yEXtnxL3r{TZk&QQ^~^W-8}C89*w2XBFZ`-ltMbL;BVx-HS%=L9$Ev+)-@ZkhfgHC%1Y3CW%Vo+XiyCHPQo6 z>gIoCtQg5U*}buuJ=f#rFy8hIZWVW})m1N@$*{xx@h=Ta!0RcT{Y1=5W#4@wNLdVi zuD}Bh;Pd;F_d$K_!o#dI`$<$hLFB0e$y+e&K4`3k&Zouhnx{(bnJnje0s=FUQ&WBwff-zhUaj zwB5=Rlb!V@xK80`)%>p~?muIsD=^?Sd>8qZdMu37 zOYtK6@~en&AJYF^@w5*+Uv8|U=}_5hRoCl}^!2Cy569yN`9*3nOf`CGpM9#I|KNL= z)>B}4Am2$=YA?axSA4ZC2 z%<%(!zM0Mq%o;;^(kiWM(7Ll0Q+dzt+NXk2=Kj4j_)!eKLj?Pd96f1xo*r@!|0bh% zgXd5DX1-{U8na_rb{u(K zEq@_dR+2U0Rc}M_IadCUj~pdF<@v{YM}9ZrEcUq3{4)?%t$A)UJotxwH(+M!b3H-N z9sW-sNgHQn9Z5$vKNdD+w7W!P%JD zppRhn4LOt9@mTM=L+=pZv$A{dS~JNCzjx^IZHT^OPI`=WJCN-J{z<@ zj0avSR?y~9)RX{k)pa+58+6j)xN;u zsq9_{9^Lgc9Irog{c#?fW<}R+*p`g_{po)b3ml~9zr@QIjkJ-MJ`Ll$Sn@>(t;G4{ z*G-PduH?vCv+VL&foaFlK6QO^f4mo8e_MRNTJNbQwMmRQ1jB>SQii`r^VzY%reurx@pay@$`wK`Rx= z56AXqFx{u`tOGm_2FdYt4PIn5ajH6Rhww}KsSMjZ{W^-@UJcpTv0$_jPJn$@;4f#t zWH39OMQ>sMhk04wf=K_L&yE!VQhOucPhZw&vc@mN{l*x5fxdEos0{30f=oq>yNhk# zr0a5CmOJ`c%aawFC3)Q8xPCt_W=~oV9IwS=zr^#bj2ej-htp%Y^VUM|`hx4UD~&am z6mzj_KKrCP>Uh?B-Rl~#+(z=O13DM?8q)n1j4N7j{$Sp73p;G^eyhlo3cAT%aglhN zr=BliNWK-kL6(a|p`*xn5qqq~wPEJz=Sgsmkq;+h_HbmM{c5vKN3o)=wsZK=T@cF? zh2BseN%lH8`7G(~Gw(IjY9(ZLd)JQz{>8%QNx6mY9tp7U9(25-psqp2j#o}4dv zMykpttM3eLa*zA(0?FRw&8e8&#JH=W*c0-nV#&c|Nk*J6Xt`FDdPRSi@Wdb4@n{-0 z@##&F+fO9O8l}`#nuEh#=>7pzn(HSOqK9MhA^P5r_tem8B>6jv_!Ic^c%HNo+j4K@ zJ?z?m;!K=r z?AQggDZv--FiP@npKjj17w*5BKN@(S$~&L($Yjx-OS@b(WM5)9n2f!NIg892XNwor z`0Zz~ev-9D>EjUgPaM6BG!^JI+xyY5X@QHcu+L@W-RtZbWY6BnGoAS$d)F_BXe(%z zySMdV*PHJx(f?q!xlW5K#DLuAO&;9nIuRnd&-jD(osC`(my)mTC|X@&XRy~oGCoiCfsWV2?c`F*-oaewykyLG#GkHg_lbAcvimIl zn%Y)(^6W_%_!Y+Opw$bwnr}8Q)A&R2@H?|Z?wTw%W955!zVT;Q?OcrSMX&jIvVc6v z!!QA#zaVKcLw!o0JN17*Y09$acK+9st@eY*i+t=mvsZtzZYSRtn4D)7ld)~LbBfWU zjWO!s&R?wFidXhz*DJ{RIW6C(b6aCQfl&vM>U=!BnN9XL-<-(q2O2$flV zS1s72Io!{~zG{wMPpXe0{W3jXhsB+^vlE_cy?=4jf)^ww z<4^e09V;Ia=dTf6@8bWkptTmGF8QeX<8D`@xr*H+qv`16}`Tw85-25UL08rAOejT5c1Fj)1;*~RCF^l)L;ay$*{|Q%8DYJ4x)URcPB7O&v=RpiC zi{tMY>3{GY2E&i(ayM%wM^)~KzXqd8Vn`$CH>PX+v$1Q&R+v`@HXHS{UQEvl)1#p{ zgPoUQSqbdvio1EDzlL|u#g6~+?F0YwEGQqFZldS_Q~Gy%@93S z+#b$L*O@VIB2zLAos0|l=F(X_c>`9ueUjnas^u^%<65!!93c+sOah zNPZ1#9BlOYa4Dnb<}|;=D3|KzUJ>GAY%asn4?8z`N3%}iEjBDhh7Ig=tr;l$V(z2G zIk-Na=d=*dhQak9M{>s?YZ*_4Vqv{}&pOw${VZ3Z$(GOsK3VJB6#A*YJ3s_`gRgD# zoA3KGoqGvxCSS*V%zKVBchP`idK$b&(y}crCh)cP zwEO@nN7C^-<0p^Zd(Pd*vhSK#e!-SjZ1`1yB|m`FOLTlge0>|9N0^VE#>gl5M0NuTnmMB7ec)Ab_Q0rVM;wX+IhR}G)%?%{l~WHuyc(D^m5&cL+` z;4)E<1D#z~n|oKc;s@CU>%Fy#7iF~X@A&#PoI2iP3_yZ=JsbXXQya= zARL#NwGv5wD!2mwk3`$d01HKhci8kdaeAP>e#GIu{HU1YeKGu8?EQfJE6FiYOdBI+ zJgCPnF{G9DXTT||>XSQRE;&;D<53dlu2%N`4CYgp8{sjw&J}Daax52RGYbdf5BN%I zWPi*@vKs9`_C6h}kH^HPAl(GFvSu!;#UJ7?r;9UrLiH$X4I#y!5U8NfYs83?pr=OD7wpa;T`~mDg<41acmfypXqhJvKVtH7(Q~Ot zu^u;e(%~(#CihBvjM%ByJM{QAISzqJa#z2E=lKTpAvvxT1yAR(O|i6^IiM3}t|sR~ zQZFOrv%c^BRxm>y1Bt8n@I?IW@A!05e$0Z4c+)cIm1NIr9XSz0Qs1mn!5x8P#Gx-) zI2m@Y;T5?fR$33w`#D8S8OAF2!|X1;(4ECov+ZBVJn#29$G19?syT;|@I{!H((eN> zYbCg4_9{dc~n9YCkb`aT+xh1qW}k5A@=sd~Lr zzayP>6I3T+{Z!H>56{zlY$@sPh0uN4O)*aD2!ABjl*R1q=RX9p$v2oQy4QJ4YFaer zA4{>}G_A6`ArX0lR=vz{3q{IdY?-V!10ga2&tHf67ve)NN3%yP@#A*pxN>d!Vw+>*HDd0BsU&^W6Ltad8n_UP8)-bh#OuYm+=#*0aaz1=c;l z`{eFjYMfqrJf5Y>iT@|_yt-oY_s-}GuP;UMz9e{pyxX8v&P?zQy}si|OG&Xz+%L+~ z_tAQx$oCl=CO<^-#$``z?miv?u`TRz7nZLf&1{h>&kM(}++EPiisz?|SeQpW#lN!( zvn?M>_2ljPtIhM0NhDc!-iPnsc-)OWlWjk{Yd?Zw3vK3*WSBVnx!=RdlZ*^)@TRx; zdNT=+DVQ0uPIi$QH#vt3VN$&OI#&KmtT+tMbG>-KPu`{Fcs(7<`)bg29xW~>?P!)S zqPJ9$tPYVgur#|=KV|cUq`XA`-OWHxVCGQB?@z+4RNPD7_c5dfUT0tBa*Ruk)1P59 z84FrK>?8Bj9R>6Hk$fT%HY_-wB!8N7CbRP`&~1Q=$wK)r|4jbM5BcE-1*|TMB@M;s zx?25)3r*pkT|yU=JTY#Pqt9d6)ne?4P`-@aAL6y`jeDy$BiZ(A2;>?3ZFETn;)_XK z4Dz+eKZplh0^jEBH6PYhobxz-Uq!RtcsGqk^Vo5_HbceZ+s!1u^T%WcFM_XEIW~oD z7L&WIK6ey+W6O2x92#Cm*Vjd$d&zh!8$Sz)pP@X=*ttIMB=Rg0xyFdumqFlKxIPQ_ zaRuLTiitbR+4c4UX79oK)%1VLCl^7bEj~2i^IsJB)E2YLC=qHHsguj|1Lw|$#9F&kFhMKbFo)y&C4sV`$r0guUEYg?P@_ zqSX0NXdz9tMrf0*i3`@N$vQOb1+2`|{vnPl%+1FCU=p`K8&F@lc z{(bSeKfgH$%S!XI6V2e=uy~J_w~_vPHXe>4o%FPjoTrfTEVw6w^ky6^qvxaP*2)!I z)>JlQ(T{j&W1jR1oPNf!^XQ)}=E(w=732%}(S`gVUi&q9PosMnb-ZYhJkYgSB&$mg zCr1n3QXcEp^QY{}Z%)@d|Lp_)nUG6Ot?6`ZgafnTdjiD1(AOmBy~IYH;rqTZZeaW0 zwQNem8{pGh%jzV5(9tKc=@}8|d)g(dY->23sKt{k@h+XpYjZzsr#U+r($|PfT}961 zi_ATQ+(-MIXXeRRQ`cOrS-d7+>MO>LaP|Tcjigx(e)5fRQiJbh9`Xc~>p}M$8rAbR zSE`Lfh^4gOX3Q3Nz7kGf>isYFD?y@RP@U?WBCx8Cr^&~j`;K4GX@+iN{@a3osZ>2* zpGACH+11Dd=w>g(QR2bDM*ENkl~^=c{*s??9B-e)56VIyRXdUwubAH7rBhbJ_YldF zxuU$eBYQc2<0-po{Ur2K#qwAzN|lm>Xx@%AACtPOjyll`)fNZTNxC$r^%2VoW(#Pt(}ED|D`M>;U{c6I#W2Rej_1DUhQr-y3H1XK^e! z$=`O~OlGq3>@ljJ5KBHgFBxQr}iy_(MR-iFRu zcyt|GY$e5H?V5^&w~;E(9PcCNJ7gIRdti2FQ-|&rA;@n)Qly=t3*q^7m+r9e{S4V5T&Z~8hDXUd#sU+{i%k(?X z-`rE{j<3hU;}}soJNw=;@@X`?p3JTJWNEl&hd?)oq*~G&{Npd)bdMOdj3fu?yTAGF zXc8XBQ<~vi7yh`!naTRp++3QPidi#rrXzd3e*}t|?LLL=U)m&FU=8xja`YCX|BTTW zlIwJ5XZK7kBNZ2+FM?4uQD}=6RUvn!IJ4W>kK<)oI`xN5Y6MhfxmkKm)`VPvR@F~( zzHJt*vb#Gu7tSYfRwh(~!3CJvo6nxYI&(>s^#Q3}{HKVY{r%&x=|uSF`tuf=4`ZME z@#tMPewI~siUb$1#A0!v51v1#{nvO@UxYfGY`y6Dv>p!QM^`~;4CGUbu_W}9HKGW= zeipm;k*Ah1ABXKLq)q0a?DWdspwzv4p1m(Ik7pNUH<(lu%bW7Qo?d;*az*%fGM$yi zylr~=uz)wc@%cFD)%X7`+>NjO%W5yg?m6ehemB!+INzEpY95Udle8&8 z%KrK+ic??V-M#GoE5G?2cP?>G)=!m%#5ApIiEhaYI9!C?$y%v+xSB2BarO{>_y&#HZ)_KiMDlJ^jd%gUmPTKq<)HU+krNS8@`=xnyy1^dTX>vJ>4M)U3K zTHS=lmH5o{jz<3%$od0ma+Q0Un+x9%V^*^4C|4T8 zS${rO&tZcv;BbU*cgez%Oee|s`YjuzzEhrgK1pG}iC)#gjtIlNJ$3owk%jRg4$`Y^8 zHv6!W!{lac-3H0i>C;y$9rM>^0wfUr06QPbUZoBdH?XETCDz?nfOXNB@5*( z@OXj5xelBP?=wWX-;D5q8GR^ym&3J~Id?o8?;&BbnB2r72k?>#de6$v=B)FvxY`J- zk7n1yXfwlzSK-*@ydZnNT0{30yvUx5AAPdckqZhiKGTTB`OjifeF)idtZ=dzv)vWP z{=9P!AMS;F$(8z+al7&E56K;m`GW*gyk3Oqd9HmM{U0^Mq+;JnebsXO6X^ae4wvQ; zxyN!3X6CuaCg+WT)6>Stv+%!+a1jpQ=r`-Hau0qdIUa(^N4V0RobNktJvQy+*SY3d zgcY~q;xAZH72bQz>J_yASrk76^8I+-J7%Civ^XC^MREOB=ZwVL`}yxOh;MdIuC|VF z1-XgTkCN^eXXehVE>)4I+H%>`W$aM-r?t@)TE2 zoyl>Y2y!G@AJNMP&RW8|#u_J;E*5EbIJVD*z_x<>hRH*d=Ln_wX?e0X<(;+p--+HY zG=EeQNvmVaPG`0z>mPbdX65!6SVKJRqg`FmX_a1%Cd(V5emi`-4C_~kVsjyos`pnp z?-mHBo=`FVbs1Do5fxhK`vnr7L&A-0mMUM@nCFVqcC??(m{U@p{diKYLz43@YXp;N z;d(eEr^8QtC6!OVXU|$jso^T>64;O8KQB4|4zee6QSLu}!rsIAW+xh@9`Y+%U&(7H z;rX>VmQ{H($nYoWy6f#datvp)$8n?%DU`eIkwMTm5i1ul2!Q1tLDe7 z4&UPa5?W=w2y zTvvcPGKAY?Zpr=aTVSp1BnpF2avKKKWa;+ezbBu=sCGYQtxbg;QaY9te}4 zXuVSV$Juu@k4@#G?Ef9lb{!#5oh&!QcNGTwiJ2EdwgUN2fo3zk9Lg{6!}3=8$TPxE zaOx;_98aDuX3w>J@@)T#+)i(Lk{($&xqC!}IH63yvDb)|M zv!EnaeaHv%E$ef0>&1F~S&J#K?(TmwO3XFxsropdk6Zw^#|s#rdiJOCsrSqUJz&xk zDp&BHWcjNn&VGawlg&Rb>f2CdARmymK6OJBi5|HGxB+O;>E*T?Qv*wKrRoXU?= zU44ITmur(dZ)d?_F4QN{Vza)w`OSCIWPrPz4YRWDLcjSARfC$MW<+5X+Ta zYRdfS?3>wsr`h8uOnQVSA7jF!m{Ez{25DCjeyKO|2K)_ z7K=xvZd$4(%*4^G+j_eo9^G&BXGFDBZn*<)f6`$W{9nS`Ut#qFSxeFSQfKTnW=C55 z4->kXk9NbNiwIQ3yK`w%LGRDu-j$@ThO7U=^efW$auxoHDD=4YQwx~bUz>d6xyz^P z$@sqB%Hm+|@eOeH!H~Me_pMYc+DYzYym$@DL!6&`l7nbIg1w%k$vB@R_jCbfbS}xp&+0!>x`?)O=~F^{S&jeQe3p9#V_b=@G*%(f`~}--;=-lc zK=_N@EBW6;D&k zX8@}{qrXbdY;DHs&xf19?NP{{r_Ft&`h|7#9r$MaJc~EI$^%#N`XVfp3JIw~yMsUP zGe$4Cd_bmrFG!Z^UB2J-!Lj7Z>EOIearY)|ii@e&v(6Go4Zy=*W|K)G=9z4iZ>=3@ zkngCK#gOl4css=UYH=lxoeI~F%?$Z2G2h&ml@%p;#67rlF8kG?^Vj;w%9ek4Ze70( zjP){^J{N`Z&9=68+3{5mXa2yi|FHje$UF(P#P%-uFhp-Rvice3qgQbI9qfIEW%|^!)o#B}KpeyK@yBWhp=f(W{cv$=o-ySCSM*KKck56Ibb!?NB zIm>x5>`vCj#M!of(tYBGa5htHs*Pd8}0x7qB{G6x+){-?A_Mby_Esn2`HLZTwHYT{C| z#~jLA_w!j>Oi8|)_Z*4e4Tg1c&*eGvn^^h>zw5*LS7XH@C|-?0?L^!i{Hd*$Kf$Gs zD3!|IO^wjP=lA$~3cd1;tP<^BV$*ga$v#|e$8OK^!2k4-J16bonLE_k<(lU?{qgoq z*Y?|>bSL>fVypLzx@F zKHZE2L+Eld-uDv!H)~U$H>`2?aR1N4n+;~3`s5nzyuGkmz+V5+D65Q0u~bj-BGsmX z%VNyh0mBjOwTPr&@u+65N%HOYdTifE$KkFsvm@8W#3jt#TJ;x|lQ z>HMrI{|ovZ`B7V+m%y;1G(V2+&pV?RE50gL_apxg#v1Hcp3Zc`lgnV1J&&oHkxGy+ zK;aP)=5Xvem&HnBZF!MkoX=9>>qwd&&Zenxnd(M6XgiUNvq>6Tmf*qfi8-_J>qzLW z!jC_V(*SD!zcD$^r0+qJO0epe{!2X!u|_N^I*Q8IK(aR3I+FHZak{wwpOe0c z);D6-0noX}ERj1{**VG>o8>NXbR)mdDzTd4)8Cl!&S7|4h<$D& z+jn~Ib82ObegwoJWF1I@3e)5LxDBy5>@il1Oj5$@v z&`uP*8_Jy_S%+=&#`0P3)YC*0p{6O9tN27}ZnX*#nck#L1PMjQLre z8ShUu@6|rp${Vt4Hn|ioh1)rFO8txfpg4yQS1_Yz$8IWL+wYZg)l9Q+q zUL>E=ebDQK_r-W)Jv~=t!Q%Yo6|DKj=X=>VwTn`_Z#sOlE2&&T{I2TQXMQ*Eld9xD z&%4Zccj|G32sV!_OU0{$N&YwQOYWIO)dzUoKA5IXXuh$&MT(0=)rCg& zjMiY)R~okC-+j#TS@rNYJC_q1TaxEn^VU;-I$-HUcrB*cCRW*`pY<@g zS<7S=>BW+_(=9tlFQr}X_I<|k|M=+&nTMS7ivDUqWu|xkT6|=OxKJ zQ_tV71=nNS$vqhNOOi1=TT@#jwNwA2M;lB^Etb`|o~%>ZBc6;<$NR?f3Jj|8;5^OQ z=ty=>9l}nh({=za_=3H&vhg+je~wF)^?4Rd?$h>e^TIq5Omk!t1PYlirt`OwWct!M zt+6m`Umslm! z1LMCG~W(t}a)xWu2A0SlN?T)bYPCJeB$$#_?;hsHQkqh(#ypCY1%vn%-23MLCFmVy=Qy=RHQVwMMtcpxUvYLGQbR!*a z{IfB=3Z6d1?(4;&)Ud2d&#W!}j<>x{j{A83ZRGocPY-lPXo#OuK*i$6zh8 zZ{=+gkA++2hgodi*SQ~JV0*_CABJOJuEi>7{TftyLb^Bkw$d}-)VGkj9;uhWdzsj> z0++AD>49R=I&vltXLk6^7lo_nInOW0c-N6tm%t#;9ESYIHkR&>shEdNL zJyi!E;eQo*Z8La0MbqZco(q-PuCo4x^f%<{s^8VPm#j&>MV3q8nJ4A@nM;z{bqr}P z7VQoq@hA){j-|<7^OhNJ1`EC53hZ2w@K){m;&g4JJ>mQrWa=U+=X$jgZ@3-idw_|Z*ZL5ey=lgqx`)UvAp}#S*PdBTo zvzvGc-Et2pS3RlwH{WgDcMte0t=k%U8=J&D?ik9qid=Y!Yq0bbjvto@tJ+XyoNy7xQjDOqP>-9I2A4@`3`t9jo^|qdy%V zTZ_k6u?QK`IJ5gO-^^FB<>uBysB>muiUfoC1z*U=~0JCQlU|RaTSYTX zJ6L{7mYHn6+fQp)pG@Lp`K*Pjt&BC^9C8<4RO2~|$iGhiW4*4b_f+lJ&l#IUgDwRO z`vU80=VW^MF+5eHNxiVqh|2SBJ}GWZdV-+4@+D zTQf0n0lgcO>S-3bL!_!9MvfJm4uVwn6Ai$NJjb~LF6Y7FE=Ny==Y24L9EM%>`6;jH z$bbGI<7AlqMdO-$``3bqlJD&&vD!SW%e~zzT?b}X{I$UAs`{TCElqH^9k~u6XV&H3 zhOZ0A^^Ir}%WlGpDXwC!*K#GP=J1eX%>p;_+4`iLW0u-Q@0uh$%CYmj{~KSw=T~*1 zTu*LsiEqTVb#@Gz6)^JY_js_4cVm?VWz@A3$YqTRV;|ue{A#9%v8570A?)+~( z&uoVOWsP&T@had;AH1K(?#U>3pOG^wujBc(SmY~m9jW&pMXs|j_6MU3!-4ED{e>mY zhIK0NZN-WIubuK2WZ#9+1>#aIebpxA&#q1b7p2kPlisgUna}CCQF8Uluf}6yW zCUndl#ksDLE+X@MJ!S3MBT#tE`esJ zpX2ijq)*+is(CSI{Y=U(ywaT-Kkw#xD-oK77r$RcbN>|fj zG+dgH?l6qW`s9YrI9X49SmktbHs|9Xvf;lh{AZHddpLs?4FxT|0_h**&=rC`AmiGHW70--jpf0*OR^4 zy`fNuwNqKTn7H$W7Mrl7EqQB-7(eTyo2$U)7?UUeO?kAM%6K)mFRtK=$d|Leur&F;p*)h)2@;zFoZqzpzQ(t5Z$CL5mB7XKD z3vUy9w;Ct)>v}-`Pg>o~?z=?Ys#@=1fueX=UyNMHw~`6%CH79X+()2xtG@G0WeU&O z4)H&*r4o5-&?c+?E{E+>c4#36J&OfdCsau9$$&VQ9j+y9vaAoGPc@tw$iH4B*@gNW z%$nJ+cY~SjTfLVOrO#%!HTOs&DnWZmolOP#u-A$vGEU*XA}^qS1J_lZsquxM7T9uMob zj^t_jcqk8|VPTw|O~?Dq-`UOcGVE5vwTe;a<74)QB`@7&ES$Sa%b=K?sSo(H2)!D4 zRTx59-IY4h$K%aRl651=2v}8PlQtwe(fH%F8l&BTqTK%aoNc_u#*5T>vNQo6xduB4 zE0>AntNfh->7{0YgLq3*n*RjnuOXUMdHEJqljbAonswUAR$7ZkKdjI0SW}wsuN3oh z)v}014&whGv*}3O{6CWJ1YE1>3j??@6p9QbN}44~BoR#%Nu@zbG*8MHDI`Nmk`yXK zqDd(YLZL{KA(_%7nUf?kq(smE_ul_=pL_53o$u_u*Lv5x);`}kd#^Q5^tsN_C74;8 z6^>@{)TV3ex-%I92a&t2G0&uD_DgIf!yDf95G}X!t{xCu&Q>LzIi2UuhDGk9_48Ts zA4O;^*&*5LPUYo$F!>Iw`i{&!VErwtJVdtCTb<_E!y;HOesHIG=p*tR zZO-kj-P_n&1?$hohu@8pYL{2D?q;mISntUi^aHE!rF(xpHRnhD#Eae9|Asp^lJsbt z@2cly1^k!|vzxjhYbN7$zI9&5Z$HtdIpl93?LNleO2^v#t1<*qf&C$x&&2H+UY~^7 z`|;b0G2;xecj1GF27M!?gXKlV^AX>Gy`Q>afgb*fbJ{ zRvNVvIcvf^_wlAWH(5!u7yK=JD#W6{VL%T@zBYPx#ngdUEB|}aX{e}>Dqs(@_cC%+ zHp=^=)PqL8k{mlkq?Pbm4)d?{*xl9UQT~5xlrpfn*4U{!y~{bL>a{29Cd2Jk(d!a3 zdA_HtDe!`tBEXlV8{zkPlC0)4`QE&NZu4om-Sy80u*e$1(~O?IC;j;7wLaTI(u$<6 zM(gw0=p!6EOY5W9Y&@BM)MqN8nUBo_F37vcBADIEi;O%A3e#IwG z@PZR~?~Qt@sox)AlKoz}i?@O=HxLVwOTU`_4&qV)O&Uqa3!s{1Bp6X&$ zAza$4-To}P#FgJ(Jh?&aI2y~&VS#68cL$EH_C71KF2sm7#yc1<$2#*)c6i);JIuRN zNt5+K6SYZ&zV^Ix6IAbUPWBP!&U&&~pkoCr$V!0q`p(t+@pzFO!t2DR{mERF1_$%EANh7FWNa|v z?anGo);8k6bG-gP^YkffQG1+& zNAZY9d{&j`W+qQAz|?_%6_yw4>ol^a2GSP3vD0|9N&Y?EYtyJBuQ>o~hVb-r#i`U6 zY)g_J^jS`thGN!@v@It3Tq9C#qQg({+Aemt)B1OeO$PL=ZeNZUr$h635hcUc*;G$w-#;O_&9%d^&dgq@ti~*@-3b1g`!{V#Qx84|({VaX zyTNd&ai-C@2VDl6|L4#p{*sJH5An)xaqJP1eklBtYiXtEx)`R}AN3-sQ?W4LUr%y; zH=R1^<2<;%#2(H0cNtRcr_W++@r@XFy^+Ri^FEzw@sUSJa2d%`JN!Cm_l84PvL0tn zDuOdxdEyqnHc70?mG=s$^u(Iiv@efGxij8PZ?BRjS2+i<(bp`sf%Tu|^||t^DZXTf z*>wK(ISB@eWU12H(407s#=Ti?5gEU5{w3r{rQuXXs38VsUDps2O=ZVCMaT;H?Bi;J z$^YW-Nl+eTCeI#$4>4&j`_|x(w>bVT??~qAoAkca`T36c4rF#gu>n42m&Pa-%FfOe zFzdo{H^8tipLt1in?d6>xY~`!<{Ds|D7poki}1G%qV+#?YANQwr;q*UUV}Yy$EYpF zq<+)@yuF}+*U3{~fgF`s<0kRseGzb;DAa*{w~=In^S;H>~e+ z(dtz_o{GB*X;ny6t|f@(~@>W+3#x>nu&W&*u5Ny5=Yk>D^D%D z;K&>?^GkSSZ9%F-ETh3*NB8iaw+r;V7Hg-A{vG`eW5u80@DSM#=e@((tDD*A3CG*; zl3K=^=h*prIYX>Hkq6%m_hacipy0}*Ar`lS*6sL{6*1XA_nW@P!v9RV7ol--y0vs| zmi2jI`Il#04u`Ahc|SX+)@ANZzRtq;i4E0QY7=i7K)*BbX)bM(f%s98bPQCI zmwA!C%Ry;Ay|NB3&#Jrg@%`cQzB5~R-vg4vuyP~0=D@J2IGR1PkBL$T8!dOcFT#e@ z1v-zUZ#tguPseFf0xQ1M<}>;~iLZs(C#w}_z;YiEskNB5AG>uUMNy+Q#l_iV?!()L zib37!lQll=v0*e`B}>36vHo~5_iEnJ7GkMezMr1ziKFNafq*XLwsgZ?jl; zA}$wZ&8#7+M5Y7i^(UFKm+V1al{&>)|Gk-4rZ#J3V{H<9#~JNFOw4SP`r(Pbn`z#d z4R^8HBJC<;@7ZGg9QOVl28WU|&q8xexR)fUf7q-b!oP^gBk8zUL^y?iCVP5g_!q~4 zRQuaUWO;^W)i8Ruxb`h3-c7o3g^4my&j+eoo>8@3GDRjQP7DI*$`$ ziqX9bt+qq$Hgb0&ZPrqj#{1)WUwzi8#W(IHdl_-;X6^sf;$7BArtl?nF6{3*Z90gO z%UzZHNAjuUUuMi{_*zOYE%mU2=Qk;cT|J;Xf&4}BV>sP9di^D7_7PL+vBCXDYod=- z@95K;RE7BM0<+4)EK=Af1E6+2W)5S!>-4Zt ztK7vqSkIXc*3;k&i0@|0+!b$NjycH42h6E-2wE^HdH^X7M&8n&Cv}0|N&Iq@er~2uAJSZj<%L*n5%qM7FEWh7%G-EN z^6v~L{ULh(mt0K>BFx<)PYbAh1FMFZIn!W7yP^G!o{z@pKS;Wm zSaTiao94BIDzZa7v_&l7RIg}8e!{$5q!iCO)ZCjz_7_l?ENJnzjniTjN60i>4u zH2tN@a|;Na1nse6*Z0_#r~NBfYZJDvX6q}VcNUA)5q*-2XAB*ikg$|1k7T9Z49neG zuf)<<$@YPfwqwU*FwY9(CD_r&NTvB`Cx}!NH&aFFO{k7D{%-P3$K>q7YU=#YMYYak zszIv`ER-FYy~T*i^t%s6sm`3Ig#&#)-+0~4#DhiOUgF~z{(U4w_xL<{=5O;!D%s@w z?5$>xMdqK5n3-#c@+{Vn%tL6Kr-^4cXDPnjO8Ql_z8|;yJN~e~zQg0g*el;MO0nJ{ z@S9BIeD~i8vC2>$jai+&KHTToZJ+A(zv(4eky^7+Iez|yv74~xzK$O0U9xL+!skVmmokhB2z#nWDOWw9K`S%n)bt`Wm2!7! z842zn%{BUMM54=iW9qTo;(raF9gnN$@Z{}2J4oNznRx=MuP}B~5#%mod}R*Wg}Kja z*8?s+{rygSP9~QsqUR>3p730nf_f(?zU44kuH0p)jvYey;BR zA1-R-yW+{>=s-wkZDDzq$r{;0Y%_plx8d$YaUyq6N10Pk$G_8z`Jsq@juw}*`A}@j z&f;mLDFxMkA$pizbCvyz^KXY-2dIvx*Mr`j4$^2e zmDnd$(NyjqI?TT-gJF}(N*R%G&W{avA zaEtRk#Oph8{ABZYJ;<$xM-cl-%aS5Rs;d>l_oDdF6s`{#<5FImd|jio{|cUe&}_P& z63%(ir-L!%M{`|km}Ym}F_@96d>3GDc3P}9<`xp)uIDd!>0GwD8iqGOvKn8{nvb{j zu+*_9FrXqn&4Tkg5d9jW-{8luq}yLS%BuWiYW-E47xe$586dO7Ro*9e@(DEh1-dJ6 z?l{_IKTuaWBV@^Wn2 z7tZJMwkzQL3dzc{S5adoV@fjQw-6t?@q&3IO}&oMba_g@4aI;Fdh2f7So%`u&(QxG zQ7ScnHu9=B^f#Y9lijNWuj#7q`g-W#_ahd$jU6uI%~$g0u_ER%*pnT*8|bqh=X&CP z30C>IAU3^a{1T);#b-zG+hkilgFTw)f|E8$atcQ~0&hUiyp_%Tm@g@?SY|NlP| z8;zZ-aC8j~-XlXdJ$%JCKEab}#@qqhI%4DPqF6HhKa9hlV_Fq*Orys&^v^!+PGs!} zzrkW$EfJ?HX>+If6zFu&+c0{+Z0>%W_2;n3Vs_ucO5Z`eEG<&gYzr@&>B#+#Bt!Rf ztycJ-T3T7-`6A46|D|=o9Q3lkS2 zRGmy^Fg!Uz>KO4Cb4_elg;mG1@JcwH#IHxNSav|%=v`Jerjo~Z_;Rauy~+O!MqjC) z>&!H{-W!2yUtwS>K>sAZoys2jiItb&PWCXB^vSn0U8vu?vFBV?Pj-#J;P#snu8_0^d}YA3~GrwEx2Fx75+4c%CebN3mujy&Z^=J)G4^#QziKyC6P+UzRb} zEBa3Mr1Qy;C-`~7lhuH2#kb38Jkil*a2#83UD?81b-mV)iZp@P7WDoZg=~>pHSD7u~Y2V+>Z;CtX%<{)&N#G>?fyALC@6uk^=*R9%0O?Xv6j z8BEwtieq_B5&kk84o7R%R{Mi6^I|%sc2zRK?dC%ZY1fkeJ0Lw)%ss==>|9Om%MZwM zD)ybl%BfCygENcLEc>c**Znp;I36k$F(h^C>R^8lV@<;RrsVsZmLHf^hdcLvw)v5r zR%1#7UVc3-?$Lj071uUfB!k6xUO!M@$MeW8xV+tw>MS&ur5m&EO_0452EV~_EnW}A zm}qz(*;cT}Z$_>|#%5&P#u}H=y%Y_)@|e_rT}+EdFr*yc>L7CGo7&AZULndQJ4bye zcP7Wteuo;V9vM<6>j>jr%9aPYa!OsH8Ln9xic;0hgjM069i^AU;&FEAWBldLsRqZQ zxY1J|n|aL=<9|ZN9(?_H5|y|1>(=)7 zFicwL*aS>yh>@fDTr$UXG~%IJw#W7nke4 z`+jAW_V7pzhpc;_MamsUO6HRAsuA07a&9-s9mraLlX5t`YkB`Yzs!@Ga^goL$j`*- zWzfrhw9+Ejnb^BVL`Vjun=yJgiT1~}%SESK*ruJIPQ1SbJoo2I*`+x^%$;E5vTV>v zY*-8R7wdb2UkNv&?#4b`&rE|6S~> z$&x$7cbcy*G)67`PGR#C$^Sh+?8Hy*z?N}h@L8}dM~W^q{(}X7&}y@OH$pA@BPzi3 zYM8uFvMX4u4!b6^;0k)DHrgO;ZcW!WS$c{wPiOmfq#Fs{-<+{kFS!p=9m4&LpLKIp zA(7`O<@EP7dn6;-7Lla`Z#s*7&x@zIDzt^%V zJ*$`&gaL; zTit{WMq+FBX#WD+ZH}d0R-VN^MXURGK}8%*wX7b{uj2ecIF&VEHT=Gad%N|182?QL zrQDBw#JJl;rQ|?P94bT4c4oZXDcr%=_$=-0k(m zkuxDY0H^DaWEr3RO3Zj$uWym_B>H8a%!fuO!t&!ua2CnJ)U7^0n_QQ`uotTrHNWT1 z+HO9Z>Z*T0t(vw!>fu*M&o%Bw{Vj$M%LW{CEuAlDRVX zL~<{$CjXnrk`IZ4^9$ni3)tTW+Ar$=H0RAP@Q&^z*+RzDC7Fw@*RXh2pjN`buk?A6 z`1LnAv;S|EbIUujA8&bCo3mk>y^AAQ;5#f$ZoaH<_?RERNpEKkP7tZAg{LYwU* zIuVlDi#MK+&h{?VATvLV#*!@}O1@`j-_Z5WJB$?BH~cC+;{(S+HEV6ALL+;*7HXBs z1v8=d7@UsAsfti}mn0JlJbS)aP*IHeUC$FRe41FXFZLe-<;^(xj<}dims9C=2Mgr8 zc)pDW`;I>QozIOFM~|T6Sf1UR&mQKCeQ3LY4KC5^T=UcEP)*&H)Q@RnYW-Zf1mUx$ClAUokBxb`tYfRq~2i|6_nU1uF-Mb>`LvZ?o z>}~yBs{cwX^B*Z+g;G{QUy7GEh_kgs_2TY?S7B0Qh9hNq_QsPBY4&o;ZDk+MlCGh z)TKP&CGjVjhwsG9QKIt2Bs?5ysYkL0capi~BS@{qp;@ABTa20j>+I5O3)!o9-3{i_ z+j#mTXxvt`X_;Fc7&Ix?Px zEqRu+9r9P1>r&4xSub*Twj&MdLpGHIdpmLp>*gs}JB+v&Gg4LWJn}Sj-FG|Ac6Ls_ zOAY5e-;i<|76i%ER+uF6-0b_ymp=bc->sb6P5jIL(xK$IhE7kDp^KUGBmFmG>smga z1NTa-_%S(CXQm=ND`R`^pv}bgW(Af{h4}1uOhvuZ%!r5b-RzC)zz4GLK2>iY6*p76 zDEsM)!{i9koJQ|mVn(uWeGlD9qE>SljfeP)X2pSUO5W&`F{c4M%D^Xkg1@3)NpiG= zz+?I>3;&%^_`s*P@`Gu-wmO7T<>_i?y7+yJyf5^ zs$^2yBsxrI+lC@XKlo+!QenEx7r)=v*DiR>r|l7#I0H&OuzCROA9byCcc*hB^+BoqA?g=js$u3@+Eua zJJd>TUf@C5dwdWp4ioLBlHhZ%7Gu`0V)ki#wlv8OV*PxFx*kr8p^$nh3uyZez8;OE zuR?vS-bU)}TN-S|fO6zq!dkg<=)${_TkSGBoowvPXUD>OxE@Bqd?X7#Y2=HceXl;- zcwG+S74(}btJ(LIC&=@7dMk4N22n{Q~1M2SaA%Nq+UZA(vIaFOUatet3B{9@cbalY4L1&@C$k`-zFkDxN)Gm3VLN{FcPWy0t$rr-zYJE&MsG*h}`uj8IOj{*X?MM5U}K>_XZ<$$J!(zoc_bvZgXuQU=SF%lOb0fkEZC2Pb||GTO4_u=!|WmcX}SwT?9`G1pmB2BwGubEMktD>~?^38D;I}9^B z&C_$Pwz|Qwo%RDUxE&_-c6IR$M9wkJonp%vTrDONm4a_F3A7bwmN|N*xnMhs)yKS{ zW|_wwnJhLx3yGa1c$fc%`N`H%n=RhQmm<*1bC}xV)kE~z4&g31QiT@#IeQv^%aefQ z9@s&a!Fs%t-Or}$cCXKZ*Bm^~e&OuRz7!X0;7BK9Wi|Glj^@ruQ;bUuhWTP_s;3O+ ziQnMJ9zC^XrN4~Y(En-JvQFIkNgPN;=yDK#fW3|tH!i`tWQcqnO0)2CA9_|`xxqYl zxXAt<-DlH$8Z>gPwi(VPNK(pYo1K@t$oFC9X>8pL?@NdxHTg+R@nJCpPVjj$lXPK= zxsGMs!|T{E5A&z8$_CoJ1ixgT>!ye7Wqnqgcf9U^1yi(2ZN044|5YF7!SPs_Ou&x% zdQNrBna*n~KD>-4uZjirar-x8_w+9Je3HLD-{dcKg|^f+Q?hZMN0N#p$-2}BNmI{N z+(ffaRyiK;|NVOS7LUGzNGhO?!_Io%<=U#Ud3_)J%Coh1%%U4eSDoAk;aDQ_BrHwV z**0d%S6N{Q-e2#$cC3FNFG{wv8{v5@54y+kHO6nH$Fd@HMH-Da7aRcH>_t4o(bw>< z4n6n9&2_AM4YYcRWRJ2!)~|15)jZ?LH|m;vBV&!z)8G27Nc!F4MPpXYRpd}8jprjp zwS696Hj=hCd)8;aQ`zxH7}sLOJo$aYH@n;`%1ZFu;n{%Yt#NG)%N+>G-9~#^Uu9To zG*11&j<<={*#X|1ReM5qlorVwycK>YK&S|Nwq~vD0d7mqb+l<>jDDwp!od+?|2!G$CL3R+#N~U$}DplEB0XVo@`RYSihQG zHq!GI*xbM~^S!&U=+GG#E0Zm`OMZo4Elk-!hD6rC@bN}*r8JK35q*-cvazF$*z9@# z`#Jg$9=6nTH@wL%scz<&$JxI@!PQ?gv()S2;>*y>v(sdxs0o+Xjo94ZXT`GYy_rCd zy7;jl*5p3V#gI9Ue2pFblC0;l{(+D_l5{^n<`6Uc-IzVrNJT`4DKz>5OLO-rm14S+ zFyH-t<1?v+oYg*`89l2DlilTOtoqRS9~)%>i!N(s^0qW#Tgj51tZ?zQOP=%wOk+J(zPtQ4F9s1>bL^W&;F1xc$2Dc zxvzc<-E#Nsagt@FV;yL9!RtJ=YJu&iV9!1xLe^w_Os@}lQq_VO@Ss<>IHxESd$3o0 zVIW&qbnHB={>SIl*(N!7u3_`hkjdVFEA*O-1jn#cWj?o#-rJ%6CrNS*kb4r@b@U6l z$~*U2@g)3T@AWzKKbHsJ%tomyn>}r*Z|br}Z5R&{VYtE5v! z;vdXD9Lg_Y^2N@-fL~Q)$wkI)&uem*KdXv=qH6`{mcp<+$y-gYU-X-bty4*V6b9rO zQSPnZuJ_x;-@pC-L;6`5n2Ps_Ia^?uy$(;3v94J4T|s0m1gT;qYH6I7&^uAzwOI0C zNDbgu6ZAD00yjG=ajYLN98IHMWWP^T?rwxu_|`?gsiAeFIjjaIR}dTjg>UYNR-^qt zY*&_!Kj2ttyc$TlUi7Q%`tB0Gz8~`CJ9h&MBtvj&j@`%K57uHbddE(cj;pQL_}Xz$%=h%N?3yh4gK)7DzK+I#BOR{`zo)co0*kDW zSx5Sg+IPm4ccGiguU$!y`>ADE^+so8J^xqU-)s)4qlet>`jxk3*z3;`<)x7OXUYlwWU3tQZSar1C zvLbCh)_(%UtkbXJ+M>95s1x0GKw>w3=h@gEwtt-Od@5>PPn&=Fbuxr?XZ2=md#=|V z`DRvLr8-mc+GQumL1xV4sx0a{cPuL%N!w5Lv&i4<6z>lAJG5R+x*e>a4AogTumo=| zcjR7IJJ~;Rs!?+_@h!>jh0P{$@)PsoJg>5vbQm^P<$2@ieG9hq_4fxXTtu1=yqb<> z3%n~N4vqKuTv4_WX?7MMb2izUL;o&4yvH){2hPUPr)5uch%g5siYswLFNu;(E0F)y0QGjC?aJYO6Qy>=qO!Q=}PBgpt3eUeA# zLvp5W&7XS8>YTS&r?@uv=_TLUN{gwP}qYAN0fB+>a;Jb{JY z!j(!esLu|6^84B__<&!X$^+kq$qq=&;lt;P8h5b7+vH5{f%jmTY^kN7nw(Ep>UW`0 z+K^+m^Iz7}Pmr9%!e{!M>xw>PZR)CL65mZVs8l^1Z1zn>r=I%Rs^?P9uP3@Bw{RVi zVz_gM&}a(1P9{q+-gzg~=Hbw4zWppu`jGUwbC)$(M`7w>?_>L0X!@=`Mj3ILHltx% z1n07rwy~MwWlXt_ElaV=Bz{uJ@&DkRl|NY_n!5ojSavnp>X5b%8Q$P+yId3GX-cwa zy$OZPyS?ymoOY{8_qCohTA9Ek}_i~YECx3ZV>??~I z-Nb-pv`eMxS4lDg_w)4WSpG0lPp#-zg`F4BA8f*veppslba@U&H_|dyjDfS|w9@b5cxz#edMANTVJw*#Z3~v`PhvQFNV5tKYQgOWxN> z(H&EkK{u6jO6#{dtNdcr*{;m`;CS|8uHcam@~4~eJKm6N9}C5&uVL~y=3WE80j}^L zAn6I_=Lk5m*QJ(pX#q zA}5M6^PQa<(;LhulW`-c;P|%twrlba61zU`;q589-dq=4~uFO9W6wj zWo*$Iw@Mc9Giy~pG}dx@mVxrOkVxK-){yRK#Af1LS^AVP&+f-k10CHhZe7TVBSg28 z*!o+4$KuC*{vHJJr}_707+q|Pv-nXz`VME6S9oM2`s`nT^IZ_1t)C)}7bR78MbyQi z&*{7bXHpAsuy@H@+MO0vUGaU#Qf>7%$njM37$mA!bo6}E?L+71TtUpGU2?~Kr_Yk& z%ahQ1lOCtBTW4on#{Lt<)h<3w{n=CCwVh@9V8R}A~jQbC6$&5L{=pT!p`FnzBeSq`&li@tJeVS)JY>Xl#T>{N3jsJ;}IznR` zJTDekZ)BV2Ntk-bSCexqA2^78vL53htW6E$8(F6{`~Pa(JiXuO?EB3mH}J(p1%7r4 z?xark(fsK?QslX1a{C=A;x-Xw-ZV2ErLPa+UYM+NvF&Mc)P#7lDCG|FM(lWvl#3lp zHHQP>R3C#fJN4i-xkoUb-&{bJtJwNf>>Ll5WGOn8w!4g06O&T8_H~+9(Pwr<=V{Ig z=OoU3O#9hTi~_Md39;mjzw>y`zkV}=I;b^z_%><3_ad2=;L$yNIs-`{; z)yL_!5E5@-WhF-k!SXuX+QagB{#FwPh4E<>ras1#D??&3bO-yaHuii=f{wgt07j?2 zdouJ7py3-@rV881B-zCO-X-VNMo%58<@{z3{-u{|XxCDoy~Mc1KKsXP^De(W+q>V$ z|7`&m^PTwzIJV_$d&P@au{)~{%JA^%c=ecZXR~%I*6vJ)8=dzZwC<&4_9VV9;^oeH zVGNw?d*Wf3(~1}6oBL#v^(Na9Y@U^ES;t*kKif!K2X5Wqxsq4R6g9HOJx?T){k5~> zH^C}3=5A-fe4ER6=pT((k9b!ZLO5U4$bg&k@174}UdaW8XrExO%; z>)8!;ge#nWI6lg3@}sc^u)@i(XoMk8v&R;CkHOxox2-EOWFOQV=cPvC^O%u6W-H11 z7;Un?u)CQ)yHz?sHkAOf2Ju1`|C)x4NWB?0WqqE!A}3;0Z*6CqIhK(oE6lP-;C>q2 zNWS7C$8l_$+@H6x+9-O|^hxr&mBN{|q|3h4?5@h1;C-P}nKk}jac~tcTE@b|$kPwH z>%5w1tkWZ zjwjK2p4U*Ed7A90J##zBntNA>Ht+M`z51ET=g0Ai1@O;R#_!m)m(1hwHMM6_1@Rox z+|K8=@{kSMk22eSYqVj;NnOTN97+}5T>nki?};!y1}~-1)jz}!{JlH zv4ON&rTyzP8VtYKX@BwO4c~q8jo}k#HzRLX)=H+B4bGee$(x`o{bJI@v!>u_d6D5(qn5*#)oh&EWjZ~M#nWUGcp6qEjh>7p z-(ga3edme)fuu>Lgj6K2$4+g0mOSZOUB7h_lON;#sTh#@lex}V4y!k?a0E>MVvCAC zO)ZV{MVIgBm&`dwJ9{fFdXa8AwiLso889ztq!m7!0_*=~RRwR3KB2-kN` z^0tm=o!8jvKT)VC`^+K5W$&@uTo7=V*;Ix>BALr-G2|X)cJ|lh%~@M> zEWK7~wZ9|BvEd@)wHH^izhfD{sgC87Mc1+PI7ZZI$4&#u@h|^8)HTOaOu9|m!MKob z*)?%(xZmXV%^j>seD-zc)S*=;5@+pjG9rJ^Gg52ocqrfR=MOx|%I|xe-JJ%VaQIpg zq$SQ?T5vU*s&;2U^iwSc&^Ogv4yM(m&d>Z;6ifai<9k}4Y4p_F$n$}Xr2U(;*{PU( zfq!FHGHEX}+7Py#0-J#}7^K}kJ}<@UllXC-L_Ek>%i&dYJ(#@7A9aFQSB*7h;AVEX zl+b##Z(9}FE_=$)!|D!vstZlB$Ez5vlNE3l-%SR_qj>uUw%o19nk>A7o?k)W8(6+i z>NTV~g-!d2G_TH(o0>|D?Md@MbmBTH4x+5q)G9qo%}+pszr@Jkd( zcpq!zzVMlPPwu}8y!|KWC8tm~=e$Xh<@8$X?5yHD7@qI5d9qo2!A>1untbHR=k=K} zA9UVc+J0!xyNN9p&|)Q2o)n{+VpZjW_C5K`H>An4fNfZtxR4sf*=?PSIF~z`Jp=oA zJ({K?dDL5evcs*VtI(DD@9%$IXx&WSJ@|JXgw{g;2#Abe-Ryxm23Onhs};C5)yS7P zGgqcv+3`AaL^6WrUU9OKbb{d}1vB_;i1g%#xx;smJ5g^zW2eujk*$MRnO(?rp`9zb zb20NW7|+prYPo&kNOL}vx-EkWBv1QwSp6+&k_opOes4G8B<+fsL$hjgt^e&=voO0| zr;pVT&TiL(^|b>N|8({XqRG#q^HyyekYFTDnwaC}LAQpVvf5nEw_l@2>Y`<>TC#}s z#JcR``+>|ISZp2iZh>2BQ0&IEK7xrxY7lkB}&V64d1A0G3KoZLV!LSwk|f8o*V>3NEl9~mdr1Z&_9=9(af6@5I!*G(ZzGR_GdC@{ReMIiA zB&mb9e~ULO#jiX!s7uDIlT3b*lUO`ClXA^9j3@2Ko5zy87LC5;XUS-=922wm^JL7q zPApjijpO-c2QnOklXLtg`)Is&0bD!dR=yc#UGOC&-O4kL^DfWik}Kq4ey|*`v-T|6 z<~rc%MwWa{4~MeaBG#^J^g+CG7%YE(Jl zOngcW$(QJOmEVTqL0gf&2n4)Hz-H;z`DSu>S`YLNFsHoBXHKeODy z;^RjBegK{CN&7C%|HIVJUBzTIY>*wS)qOaeIyqOfV3s zVhIS}jJ>IBwTMn5*(}vRDj4TDQTRnx?uwl+k+MFthhRf-T+3C|5a*RM#5(~WkWo^FEZ7;LL= zmb}K;i5kObS`YfkcU=qXwqyRY?06_&+$0_yN2=6!KASHO^nRJ&tdeX`-cRW_0lS;A ze0}!+g+E8xB4|4an3q-!8O-(%hou+Ngr`hXWhlFG3w@%-! zj8NF8S&wwGo>JLiP{GywDD0ji^1KJPtD!zc&->8*4ti&%Ohu?)c=v01Zmr)bqDJ(lSyp7ZMsJPzMpwMLhoonU_?OV_3U*I+yC1}s zJB^$bVySAFeD^ov+FBZ21m%2>97WnIST$MlbB8JSIg+z#x3eE(gH&|MH}T{V+e)t+ z$&f7QRrP)cq(|s?wxdH}n~}4MeKgx-l|eP5^kSQzpptd6({ZY+bR*zzRMyo&;H?KfKs`~ThdWbaH(zVWQGgTD<#(3AnsMw>(7p6CCrCLKLd{s_WlavjHSM zfV0RpgWO|`)Bt*e3gTX>)NaPiA#^;5EJxwMw1RkDil)gZkebR*i4r$yIRGA~!)+9A z`2WtrIwUxZ#n)icV>mUDW@n4`l_B*oKR%vDsr&O1jdCU11y=Wyd$cp#@#%Kv+~m~m z!y7h=(WBs)b+p;DSWQp+i({!FvyN7)F<}Y|&!^cUM=G=IM)(|EfaUp6spRz}Hatrd z_<_g#NbhRmU-rf9V&ha=%6i{C3)+{>P7}HRX3sZiuwHzA0WQf8cOq?zh$G3|`jNT0 z1HZ~@w({idjQ?%Onc4nsk#jBV_uxWxes-?d`GoQ3!1;5LdV%q;fo;~TCQn7~TGpfc z9NKi zcD0C^9d&oG)_O6lJeKX`&4qE}etjhi{qK%`!#0DUpBjhR>AeX0H?Vy6P}OJ0Ci=+k zo;xup)lX9!tq(>Wfy=G*JA-_!%mk0J&@OV%5cLP)Y@TWFg~SnTwTsQm8tV+wr1tC< zI3%0MFvr&6)^6Aw0K@Eit4)H>G3`haRxa?{kF^nvH>KHtnRIOS061E;df**MK zK@dr{_2>2Rl_O7x`Kbu_tG>>MM54w_8g#???87d`*T&ND173EQ5}TiWJ1u^DyiN+}K6pYk7I9pi9OTJTJJ#!=&dm;-R#?A<|9!(kr{dd_K1r?DdyRXIh?ZyN+gNC+ zBM)NjZ~p$IhvXP4OQ!h{9l;vaNOmwQrkd;%M(wSi{rq3a9;p?(!3a}nf1rN0!M-VM zzk|vHJT>2`8;BiK{ayr#b8w&m&tBkKatgGTnE(2)!iA#5RGvQvMvLfpmiUuz{ZsLJ zHw?y@rIXL;d@Ym7p`~{5@EHZbkC-*#j%Qfcl?AMFG|O;ID)Wm}_ZrBS=keQ$ zBKlD5JCOB@h~w|DLqopyEMDYp&2?;%$e$~t)M+hChtmEJz^2Pt`zq+v$NNgoIEEB0 zSZ1|0g`kmV+^KVryURnI`wi_HVBV?v2y(f4O7{7a`O)|M>~gHj{h(aYouOVxDs|3X?==TdEUNC^!Xh_9yMNSB37VVWAQ6b5^{zAnh3uEx2L#@ zSx=LjNHYtMvJ!16n?2{8N5zrs1YM<%WyX2iS=l+(7giTSDb;;WW&I9f!_Oq0spol) zCEwXDNH*8gY*Ds6A1&hAt}DCDpvwq4<@;tbh0TTMODs8rG^yfuh*|v}uNTrWIimNc z=Unz!1@YhDnmkF%#HZs(@Bvx+8+{`74r7lKjUS2k!Q5Z@Syn%vjk|X_^ClxC3wH;4 zras?aJY)rXErj4yJ=BCpb(TuS&X~@ei{~tb$*(Xy-PyJEomwil@Z>A8G^JG-bwRR$2b%&V`*?IOB{+fooV(FOWm%Qvh2_YMn`#f3mea(QR*r5 zBGXCUzs`;y^1xJI%1r)@xZVbO`(y2U*!sMFvnQmPce@}r7Mqsw+QIm-3clfIaT0FT z$KmGIy(E6t(GsxxnN|(RUsu2TXq$>*k3;1c5oJG2?SbE`d1h~~cZpy3kfa5jayRe^ zXXI(xbo@uNSxLy|l-yPs?g z9DlrE)a>)^$9J;-^j!L`q0eM2_|^D%K6e$y=Pr6Yqcf>Wi!}4u_A^*F|nYAWhZ&6a*ZuBKI8NmCFG)`k4`nvH%p>d)T4&L?Z~g;aRVF2>;^ z)Ocsi_W4qJoy8WZMw~U$ZCSAiH2SkLV7<)r zX)-(2)LZT)CHwFpJgA=jhVh(ay}cLu+3ox+l(MUMiPlXESadgy>gi((ExzaDwIP$e zIG5wpUf48;+VyySr#3GcH7ijIk@i7&rMg@yG(G^OOPqNM-lYn4BR#)|l~3`>1c41dPpO4^=Kl7)_P)Qzxx_bMWo~e$K`)m8N+0(}P%Qap{QvV6*+!NXd7h8%@ zy|Mom{a+-?9BOv%jg@CX_5-6IY8E-o`OD}$nOz1sI-0+qO5apA=_~Rrq1UngXGQ0m ztdp4YzSj*&dJ6ff;_nyu@;k&I!RRC5@wXV$mlXTr$P!#!L&|=7xrxlrXjM+DWDRSJ z1E~uzfQ;E!)R4EnTEN?>Se7TiJLvy8JV&x}eUeoqa~a&r%8Pa6spj+V$v+QYhVYrx zy`M8lF*mlb$s zvVk29uWGnl+&S;j{~4{TIJ364N6{g5s3y>MEU%ve_hs06dV%iA;WoM8+jFjychVvp zC}PA5^wNlT)Y0#)u-@v^!g~{?g*p3#hQ!Q`B+T*f|Z^& zOHG7EeP|qrHOalcFL_=fabc)-@!JW5^So**9xX4h(G#Lw*6U|g{Po6t4L;Rrb*?ei z@{{XvAnWDw?pL@aC*W)TzaS!%6uX_gQSQs~{r0LXL|>?w@gQvK9+y*v$E-i*J1(xPi1M@T7XUw9D-B z2@T)I$?AIDXw1|X{*S#n(>htl28u9mXp?K&@9=vIz7NOeZTxvAJeoOwDk=6l_bRPY zPjo%>C*sIvJh+zi&R~f>db*z1?u1@r0;B z%+guUnOcdb&|tb~@DJ{tq4_NZJib%k=$8fxgL-))99b z;Ox^hTp+UCO6p`uI~2!f@`eq@9xAH6#d1Gm$qg(~o~3$tW8fB2q0_Wf#SBUe_py^2tnk3<*;Oa5qFh=B-7|->JZI8rJS0b#|}L zh3jCf+Sexo`9M}9Cof_0pfxbtT&m~WvG8xWe9Lmp$@~X7`{{EAd9o+AH(5*gJCG-Q z;gdi4=$Tq&UCA&hPD?auf({&^>7(aOHH-PG`pG?l{%Hr5QteyOhCE?oGO!GXZe_(_K#vj3UJG9z>1y9f;^}e&N zx{x^5o&EaIxF5O0{|W^bzYB`jiD)hKm}kHi;CvrFIE2ba8Fow0ua+pP1y14-U@bgiqEXGEjy zeXFGBCt!7%(c94GT|K;o>rZ20ad9%49+rwEvB4z%Qnw(^Hf618Mlb32NUgRT`CvR+ zgwu!l?PbL09l2M}kBC(@c;Y2EQ5=8!(_t2--fE-`=AFfUKZDu_xVMaLQhlQr7G;M_ zXQN&$mL;R+5}2PWLLI?JS{8h_dxVcAlV5W6re;MEzLiySql}b&H81hDo!WnfX{o~# zetsY#+$s)Cr2Rr3vX-28@VpO#@BRyS?pb@{itO)Lq8?%)H%ETx(!PX^-_Y$(*^S7o0|GHI%&1IaXI> zPWGd#$+aA(7h_{ieT$Md}SD2j^qV- z(lNssH)!9Dtvg~(_)|A1R>lXoUedtlrmoc~WB#ho)>zYR#7+%m1$Ki4DK z;nBRH@3Z}F1K-7vJ{!i2Dy)o zafecI=)w*AJ@a<&nh9^gpXe5aeKR4=aCI30e(GJ+M)ws!Ua0~w)2eFfB^$5nK zI^1=7f1Xqa@xHy7|DU$mr`Xw*+RgeHhJ8P<&0p*{(~;(|`kA#>`Fy)5ovcq^`;OHC zH(QHb*%efV?KWfL6=Gf1(tpAaCgV?bhs<;ILz1ua`LRaKYJfc=@-$o@DUCX*sHls4f`4>lf7=j5VG zhWKNh)yxQA^0gl@s}+l_k&outSK!SSI=w^Ug*4p5=2>A|((A?e^9!`bYyS=jUtyV@cyJ(Xrr~%hG$n^% zYW_85-x7X$;d1gAPjw_Y18;y)GUqM8sK#u$+zgmX4tchaDv&M2=d2{3g@vtf>LGr# z2p$LU@NHh->S}af+)d`>A6UMHan2MYQfaX#9ftGFYv9`)Qu(gDzaBc9&uY{AQVjT4 zwEbBRgK1n{KgA2a85~B^%;?D#mfdz&Lv|gHdyG$=gMnG?^e@eBhxFqG{L22OgUOKn zgQZ~eJgfF4acMKoEzX%Q*4&L>+4J^^77y~KvJhQLzy2h+NaR03+r#u*Q|p$bJOgqptsWO*oP(li`gw1g6}SfPpMLJgqWL^ymfe5_Ea=AI~+}>F~+L{fq{Ddo@I{G zCc9`SVQM8hT}=9$%(kbo?8|KVzL?OQeb4i5AsLV43#pcuHI%1_28D6u0DOD|Lwg&g z77JbMXbn;LRJtUe^w({y#}%GXEg4h?dfp4mu+q^S7bHb={SC){yxFz ztZjXiC6htp~-LW52AWX~AL_!m*ubv6@Uz!Qei8sm+gz z8ZVWJPZQ6M!29g~&Fr)lB6%8Cv*5a?nclP3qnI|;p?@I#*0EcK0#A7km&fwXPq1Mj z=~7Ym6|6470#}$p~uj7BfyfY-v*6(mLS?+$##f9W8*o?!! z!|@W{m65Mv$7XDjnoF5eW{3kz^trDYFPQ;y?S3Ln=HTi87Fmt`oy|tm^)Z9hQloS! z9_(X!UCWqRGet)F+ z`C>MI#LxXcO^uajVb_?vH`6=SKbLv8j^wB6Z+~`u2Ul;`|4>L)a^zrKNqx1`@p3o5 zyhP6A_NmLSi-{BuI4^Zzc8Fqm&hi{vSD@#5Kd0*LWVlr2)5Y1bKdvSVcJeu{@ag?p z{0sF;kO-Gj(X1@3Z=z>EIJ9;hm+Q8lF!Cu3%8u;~I8@VYm)gpM&Eq?qcaPV-Sho(3 zc@DD*<56nBuJcpK>z2@6;%G9mB%9I{nj8v~?0}uaF2%fFL(T@!&3BU_M*f9mv)3h0 za8j$|djEffLsmczgFv1jPNMk=nw?6Haxi$RAOb$*tjer)g+2?3#d-FUr)Sy!m0gov z^x963xwrHvoFB)ctafP(fiV~`2X{vq^L^(hBS+?!`+0KK7jO3W6&%WZS3*x0vSS-I z{!IJqqv%NcSIv%vVZ4WhF30d2Xy40R@*+%b)%#c)yrb9GX_)nN|B<9*0b}1X$^@+H z#~Rac?iSi+t#R_K=85?ac=`lS%6_D~eO}$sbNFQPYh1@mmtx~+(l&)l*3xI?{Uu`7 z9XuxY{DwpS7Z%(XHv975?1>r({i3wUPT9}=gg3j4a2#Cz|E(Y^PI|HT6(Ub6Kcxo1 z$NIUGY>Uk2sgm9Y^2tL~$lp;$S?s#FIQ%E$!y?jV|Ls&#E{O)>X)vHERE8xsC@FcDy6oz5|<7^vV;LPsNB1kojD^ zILz_P<4^O76ZzZ#pFE-G`!Fh3mygl;7hKC)@r^z|8q3R?`Q~W%6r|RYA(_ESiJ>Rb zsXbk1(72?ZVt8De&HsbY6WYHm=6pn!)AaNr2@A1yGHOhO@m?&-vx7zaB6(d(@XCcS zJVyi#in;UI2I9w>*+0dJQ6kvCtdhE1b;-DpN56=14QW^tlZ(*yMK*teMAKP*CjY1a z!Eu;6(pfExHIk%{k*lXy(`b|IQ-$?$E?KVhx-~uTG184#k=1>($y%6A+SB(N?Uos* zu0F=_t?WAdiSJ*G2lc%Bn)QG5KkLlvl4i1=8u7>Eqtc(0(9Gr*`uTEHKJ>K&hxYi#ZxDU<;8@mXCSTJv^lwMb#klk~W^IRi zDOx0-@;E=)<-869GQ;;|#ayr5f;s>4mS@QGmA38JD?2TYbF2nE9}q=y)p!|y+Z zm%p{yuGg~ca;=eii7x+Wbu=H`;Wsej2g+5Vpt~!6we1g;5vi zqo~hQ`7Tck?tyF}tl0{`NhE0HNcO{=BNpXpTTRGbi{bg^c@sGo=_k7$XOlBelaJM6 zEI)o17Jrkxr%xV*a#oovWy^<1n-%ZPu;5fzS;;(!e zlOSQ6H&6yPmb*z`;*Q zSOU|_LwYd@2Jo-9JOjgm%hg`DGjM3{Mka=92f5@NvC(jshEnLI4;ZXb)hTX)u zb6F+3oW9b}Bl<1uXE_XWuV^~GD;CVO$$9)LyB-DA)iJ`h{bQ=(_iSlC9l4Z z3|WUf5KhU=@RL4ocE)#P*y?X7w)s=*rdXT(r;qFJLi6PqG9(A;Z{le(E&Rn}N3p>G z{f09~IA=FhnrX2g?e2m4k^H8qC3(7Od2RS6%1z80Q{mr2lx@<6gBPSp%N- zHCF6p>nC9`5_b8PSJw!4L;pN+t0=s(_Oya?yRy=A(0?0tRmH5-A^wQPQ(f;VzVxOR z|B!zo439K(6{Gc=_;V}GU*w%vitqpOfYjyqn8hk;pItw>g4r!*y+F3?8yg6Zre;3;%Yv{9( z_=+Wx6CyMA_u94PSqqGG7)!kg>9ufbEbjd58h9|jc-t6%vBjhQH^J0Yp3TbqLSkwe z)_8>tbA9;;%x4*=b%EdPpy?*OxCegOX|@aRW|J+us9J~+zv+7|8@!?KU(7h)n!jHr zQ)@mw(X~?Q$QC9~nEsY{{5jOlCiS)Kc(ZQ;S-<%VKTN)~qjBUGSRV-AtRv2D-~OzA zo!%GeEmt!anlEl4{VXyJFazGhcFCEr3_i&rl&S`ov%;Ht8|w3q*g4;VQYXF>tCTS} zJn$pLjeFGqVqUpLl#oJy^zp*VYzZzfIo?qr``h9S?x>u8q#fJS+i`ymPT=-~xYjJEnZ3HvsX|2;lYL+cWF z)(28I=rL<)@5j84NR`~PwfK7WblyeY{g@N#p44`%kAr`ZyhOpQ9G2b+i{4`JzGjP~+2Az1T5ROLJbSJ-?~rJZ8E3Cgj}RfU zH~l77Kc6rBYoz4RYK$Qr*{B+({ZKHE-6j^~iDwzDOW@L0d>q3+lYzArPQ8lVsoPsa zt6@-|=GFN;<3zH3ZnUzbaHg3Kt?Ic(3z#QeXaQ|c|kH)99qU71M`Ug(yS$_!c zyg*zi=d6cW<67QO3v%7GdBMBh^dC}y&<^&!9`4QAbiP@yHHLQ4<~GdA8kyy0*uVTw zWw7McEyeO#^^$dhe?aqM_>O_c!)$PmtC}0xI2mbP#kypP&u-5)#(mrQkBau6Lb8<+ z+u+HIa4BPy#DRaIbfRxRH6Z@99)}oVH($%nfS2%f3#+CEL_6(o5St%>z&WDQjr{gF zJj=?}cI4Og@;#Q|Msl=5L@S-MO)0??Mm(f=RM56Pq0p6NEDR8&M6LS;^- z>-*i$cfHs9zRz>cK6|fquY0Y%&pCUqJp%$?kT8A1ZcNSn%7=8jTbbw7I+Go(;)bl>!v{QYo#jEJnwT3^LqoVW*R9pa_mb-KUeQi zG3;|^&ml|pBlyMNyxW|D4UNgOK&&_h*Ou}A`=NXqRIbGPtn7P)Ef$F<^C4e^#m^

    GBNPoQ-r$EUE|Ps*K!Pgg3F>=y4Ee@qu2=g=klJ(VMES>N`8Ur)N{*}vG_Ah9L zYl-65DAi6pZc)%N&kCNysV~W}mB+27@#}bShT2bHzX96(i51q6q9;ucV3#LJ^(<+d z!Q~tjsTzx*c}W|m9x>W`s+F(@_0l`r^H#s!<{{S>AZ>L*XYADhwW=fr?0*T8qXHS1@Gg-2v=tR^>^_obDQ$~EPJbD z-++I}o*fl#SI5T?co{xTA)WP@<3#kES#vr&War+_darug--=|!#A71k;HXZ2ba8^nSzmu-J-n)Y<`;+fmrItXd5zI4YJPBUq zoh>K&_9orABz>7Jck`(;ck?0hw~ z;FCR|^saudhq@<{xtDg5&2*Bw#zXH;UObAueu3A+uIi@s%z4Rt(X1ZGex=EHx}A(& z*nJc&mhg@q%4HSw$=L80uYH(LuhZ5(d?9bV8jH09@IAR;cj8F{SZ58*NS1t()b~Ir zcbVC{r;gsQnilhZB)eBNflF5!2KV#CiPL?*MZM4IBNnkjJ@|F=y}KHYg>zPgwj;+2 zeoKjw8DCEm;Wt8~y$J9o&b7V$34*AD0Xkqzhr{){Gj8=99CZL)jEIyyX0vg8!*Me2=s7vA5bN1e;M-IO?6R4$>W9{-XFd6p}>!y?adc0=iN@wg%_R$}Xa`moGb`3<_8dFx=`&f&S49dk4^ z6MZJ}gnsyVo0cA>`}-uF#5V8yJPdxj@Z%E#pHH}N2|+jkZ;Uay9%`pQ$wk*-d@hyIv45#pHvaRj-R`4&5_ zbR_q)AF$I}Qa(n?ZTQoKrH))h6YV^r?D2jF4y$+s7K z^F;ax{3wr4Uy^zUc}KJJSdw3=pX=av8r-kLqhm?XT+Dh^AATdd?#qIW#mkSeqA45i zPq&vbIlDP$J;*XGXN61V%|9mgCGT$XUOvpqVPT$IZ&h>F?zE$A)-S%xYj(J5tMjvY zU1to<)2yuEZ>*NHaQ-*Gb&@EbY>^qIzv%k{^$w)h3Ye`@M<=$fA|~uhx*Ks|m>AQI z$M%BbIJMso>#4N6gtZ4^-id`iau?2C0>`g0;Ul&06f;(8J5enwEgsU=fqK#EYRHU- z5hUyb`=Ndh$DuLod2oSow~(SZ4Yy!p^3S~r#k$y=tgl-{uI#P-pO_OreFYlH<9>z~ zuE(?QNVf@pet^qk+B-v3~lVcXtlee=8go>%@ zU!L)ZUiBpUB=djrhkqo76oXi1R$b};FpQm`oy{?_j4JR zBsYIQW%6dCfqJhul4*)bzl$~1;r1lix{~r1(p96`Rle2c6_-I}p?0z=`&u59EZVoT zP-A?$q7YS!y+0am`uO37?dUcCqCLo=%|Yh9<{=2dtT z|4F9mLm)AjeY5*lRw#WYLSzrDJgF`rrtXAV=B`Ax6QPv-(1+t^W|i!6#V@YtK)!rS z>|KVLooTvJ{X0qdo0yl~VmGns#jd}YC6933q5QI)$oi&hD#P+c67Rv7A>w}xtt{as zAN!uX;iH|s1fQF$w+{?k(mi{h?BONdT-}_e*?uF|w zs^M~VkAUiG_P7QIR=}zhU6SSVO7#n}j`uFsz$MQqe8Xeo< zbyi=rW`jQZ>2CP3LT%gh17nm<&WTklyaO7^dvJ%Vd*XiwsMTk?N7cL$a(nyV1%He9 zn>~5Zesxy4^V1{^0V2b6F#m~cSr2Ih27$_4WaR#Qpp^A zi_>)IoC zp`%&1(Vm=(T#>zPw>a~m{&^*yZe!=;=)Q}LC3w+FKGRGD_=navVZ~YW?F6@K`rF(283 zO~kl7 z$ZU<*Y5Jq~E>lk@y8R^*>~#H!c=$M5t`~{2I&F=}yFV^uw#pkY&u-MO@#Q!9%zWD4 zDGI+1^G&YX#iq%ow!AR%stDaYKg`F_Kj{)C@BSTF0cZepuXFmV|iTF~_ozP*e6-&XHaq<<4P z+dEc7WIB=6PATx>O1wUs+-1a$3L?%kSb9IdznZ_4!S}UV>!8NjygiwKUr??eejUzh z4ue8zY|09Q^t+Que1$7-*N4?5Qww(fS?kx6JZICh93!TehH^7Z8pSTfMBm5Qsf2H{ zXwz8TSzVV^NF&6}e%SCnZ&?SiJcUV)`=8iw7jI0a`@^xegIM<#jk9xJp7wlzE3b$E z$%)XC#K{uY-PyxM+3c&=kME4ZsO8Ep;vc2yF%lz7DS0eb%~ZN6?(ZyMTn}TXiQ%2$ zR8-lAX#SxVH#>U@%$LJ5yNkaKg-2as{I{#mK3YiRT_tSWAgvh zbF4d%tQao^h2$;I?tIPoZhL13I-310+ln`}lz$vsMycg@9+p{YHAR?%aiEH$6G(l5 zxU&WC*O90_=46igY7%uJ*(6>z9U`ru`ydNk4e3VO&OE&A=k=R@BxA}u+50ng@2lk# zNZQr+WV&1L%oT+=aE>Uqj&Ap`OLpl|B`Z+mbyz%O;#u~6VnofCl z)P}`A_fwN)I`P=w)$kN9byZ77!X;?30pmX>W1dPsC{AZ~ZC7}FBU&W#^iuD6_;ZoC zojDteSz@*RsRva5Ro|=F@E%#-HJ004Y zD|0etHg$pEnS=W5{ z)F+KGu7yw~OnO9LlO1b!DA(P!n`k%F&%Ic(*qI(mjS`)%AVnoUv5vNDoSz}m9S4KV zaZhH~?s~KpY=0ug7iWigj#n1*uM-(N$V+R^k`$|m>nkdN6f zSt1W5dGbV_te%TWT@6n@$GLXm(*2GlKUMYv?8fu?4pmWqzgx8-)q8HicHTuQl(nn-pm^!Tb88lk!`)&{+Dy#WOT6b2@ z0}wcn2QJ_@zp++UCS|te8doM)?Ia#@B*d2Rf>7UrPsJ z!WV3pJKyYx`7+!ySA0FDX9aauon$5QR9a8vKlhR#IoYN{Jy}KbOkjWP&3dc<_}C!4 zI~2+#vA7$Jo@VR4u&}tRM&WO2O}?s9KL19}?610&w6}>Wr;6{FL;q&zwuJR`-n?Fv z8n2xuc#|ikJ6zRBxvbDE?Qds(o4pK{^Qn4lbPA1n(PyaZ^R%uXmj8&6&%>h(?-{{n zy~UZ#C`lH#ifS7}qGUI22*p=1?r7*VB=M0rbt=EeeRlR$E5lm9lPyo||3{8w;~vU) zs`8OvX<5PFQ+ekC8oa=VS1O$mW+F|-RoU+{rAxy+Gre~4$YR>KpG-TQeO82742j(& zo=lGsK5xZ`tS!pgp<{W>zHDBrFxJd&s?O4g{?S>!-H*C8a%jQW~vxkFErcLYzr4j=U`xF zu3p6+hvQGyn4DXP5ScyHk=|!P>Jz^I7Zx7CmR*(Y0`0}lX73`+z?4dCOer z?L)4+9NWR#hrzW4Uev{;jNjgXb}}Ppc4OA}C6mCt1mS5AUlx#|K56euT-6mSJLl6QoTp_++kz|#9o+t0X-J*i)76D!1Y(b>LVDmV!gKN z{9Nl_uvqpfE{8Ggl-h|AHT>Oz9re_lY?J8+r)oKwhJV$5vdtEAq$^uyFS60}uLj2( zl^jKaJ! z7xc3(=i@?@tLI2(?LEe-JCwYdB%jm&6q-FouhzJD4qdNs>`&jfn)ynvR=M3k&9??U3=)SMY; zr$BZK%=0ceZ=b*8G1*7*YjJc4?fb&cLQ_ApztbOf5!Y)wDbIBIipKQI^&14KK zw4lkQMgd>bvA^#{pjwm!$@)@9$-I>uq0S@O;sJiL9lDnmVq4Z=H^#!xM46XJoqULy zce9(0Z>n#T`eqdT`4E!dMUG_P`~a7x!(krlp9$s6MEpWr{+74x<0mVz|22MCg?Y*T zKVD?`oIIN_s5B`~Gd5`NitNTcQ4Be#5Z!8F(g60%y2(5}$!=y&{i^7 zX1>=ShgscSiEP`r3cKiQ*vXZYg?_bZ;%E{!;F6igbaym^0(&Z<9 zHbUKpxvnNp?EuFISfe+6cCbTr7(6WUWZiLAPCbG-^I5Kzzx&a83tOMZOOAoif4Dpg zC-&3BG$HXSzZGeJQXz6?^+ev1&EgNmM88Qsze}3^VD&q%yVlXX1?)uji+rA^g%)B< zb}sLu&&*1M7f79)E1SuYtgdh4a`rwt8E?ws#1ObFRsTw@Dla{X_-8SsHfDf0_!gz@E(;K(smB(slHk~fV z)FU8LRGkmGx~y0|mM^X<#PPYXPVT!W_*WZk7FE;U+R0qf_Vmm1kiKLq%lEdz?g%VB zK+patZPNE`rOE5~IFk+wSYfG}7P^NzgdWe6dT)`SDl{s(>NfE;GmA3U=?Cr2@i!Uu z219d;Hb>IDnpVrXGSB37yOaD`tvwvlTlvXruKtF_-qTvfBbi&3wf3(-a}N0)Wr@tS8{$(k z+0|szZ=nCN@>#F>G`k+g4p$jBtmY|0vGX68UZ&jN82h+hp*u}8tM@}kZ&PRPRWoP4 zm}uAzXLqq+o;YNumq*$BO6^>)?)3j3izXL4o@a@3aebN^r;NvdCAF`U)2b5}hYmLy+##;3)xa%|M!RR>_zBSxZ2MU(+> zNv`Y~eEDabyjv7m#40C1X#;;rHjM0w`I~+%D@pdpnFg-RI`ObSbFsc+^Ss@h$>Pa_ zGZzatL9Qt+uVJ~hy!i|mjn>)$T1)nr(e%tHw5r-aX6-t#&r0BoUZXvgQE&u}Plj1P+)QSk zy&;e&LZ4)Oy2qymYAVi7OVqzxJ9%C) zUZm?L;&g>a=Empw$)ymz4=1uN_A6~Y$U{$u&k?YF0H?OYKKa^qVNx>0WDfroYTQlN z;#z9QU*}-rO7^@$WIa(&k|*@ZS~duK-lx+-v1t_+)n@@tmLtT}vdU)Xg~n`s8h&IQ$BA^!e4}2pTZz+;V$fY8RyQ1a z44$*G?pWBp?^DKXL)p1BoomA-_a2#DP@1n?LDC`m)(s-vL_U#hAx<O)FXPc8U7# zV59AP@m%aWRb+S!9#`>!^r*>W-3Q`Xo3n!+XXAfXVjWJ-H=vxEvbkrtU8!xP$gJXD z)c-CGvkOgTo$kPt6R|F9w{OJzGsMJW)si{O$?AO~EYD%nm-UVtpmMk)dtfq%7iA1H zQXiVU;j@fkv-@58*UIW{%06d^$DRD1g`sz`!5B3(;*-6M=8~f~yVLX*y^km1(R7=s z*Xym$C)j!jepFFQP1qc)?tl2u56&LKb7r|Nvv{{aBddt=Y-uIAS~`p(M$_5#S2oK z{d^2dmaGb7=mwWVXp!g5m*C7$UfPo!H{#{c$c$njPYS9NzvqMMr zLw^i%pYo2))U=f(ec0@LKd0jS+t{3aiYACZce6sCt0YHH zQ7jlm+My7wC~mywx4#~;A2e^q&BO5eTb{g^KIsemKi0Rb!I(_1jCpp@>NC4- zv)vWLT>q8`(^Lz~aqAs?t?$|<5dDbe?fBZO?6O$DIhGBp^XZ}_tm1Rl$#iD_tfneW z_N=CW6I!G42>Wnc5mtf+@GB@H~cNjFnwK4@xG~{7- z(c=SLD#Zt8;@xI7?x(JU*tQjo7V*soV0}DkvNq>x@nRdjlD+9XD3{U7sgTYcSmxN= zg)8r{!Ubx&hQ$u1OWx*{#weS~>GqU*@$HIqyl)sAv2RT!n z?fUSCa%6v!4IU7IuEo0KQ9eaIci=!%%({g4{)jOr(d<@Ul6i%Di$m{_VJq!-VCk|nYAGwS2d*X)tmLdmVanVkFb@G|=5Jn6rfoe#sfv$T+%gWsab3s|;ITdnkq zN3&mJ@qRAtvkv)SOq@vT%GjO!37h;5=5xuEl5EY_z;Zr2svh3b8 z&ymKizaBmv#re%@+Z$)vvC6ryxSN!X`2Qr5JWBRg92v|~54&zFNp~spAPJ9Rk1Oc% zqL`XJwukfmCa}-@*%`DR$1`_}B3a%3D&NSMe}=NROb8U!RPV2=aAEdX+v#32hah8@pqjlcy zzf0~Z&d!JBDKI#O)w|*BTS`x7v&9|ADQ1If1W`n zOJxD0aBeDc6(vLRWOc-bePNL`VBOUCGkLesFj=9S^36|pMOLJx-@g?H?_#wM zq)h&~?P~1F2X>Gw>pAzK`OPGH9RGS?*g(EAnpMiF^A;Lq&y2mWB3YE~}ouoC(rUXvuI|sWY!zbC;vN;e2*7?N{ZWgZN`6Zu)!2{CF6HzR-Q?# ztn+WJ&z!658r;t8wBwC1-o~(-S-pl{_h|?WRNuoS=|S`3$+AaGYJsgiwYid1nLC%Y zLrck9jBbn7ycrw+W5s7({V(Retgbwb+25zp>N(Z*%~|aZ82rjc=Zk*f>Bat!=UwZy zzYc5OEcop<^5!}3NlHA5)1%25;R0NpsfS zAwDi=?PT}Q&XYHiAa?=x6`scqW4%ElP;1z26aoJc*|Vp38+cwyyIpX22cNEWW%{(k zl$nN=tywKQ5Dli?#k}ne_4Z?n?f(2HyWb4MfjcnxA=+1VE|K{)*OYMNFg9m-5mUov(lEA!X*x>0NG3bDN#hTZ1paINL({I6s*S#2YEopjT-}728$IpJjio39XwYXiH zv_ojKiFdr_>T7+ksFm!YlbohoaOOB1o5oXr#hg5I>BOV*--<{?)v;k)~( zwFL(4Px?=^p52_Yif}zmlihcMauW?!}KgY56WaLiRGb zUMx9}J!j}&ZsT8j8S540-Ni(k^p1J6kf+D@v;DysknD5U>MdI78Je(6-auwnQW0@2 zyN6cwtq-}17h+|0JzVJf<2afXUZY6$scXOE8`q1=_i1URvdb~4I=Ne^r2z>WLE~Wh ztz*e;+DrEDnY`l{n(ZRrZG~QA0)4w<&5L44DR^JQ!@g5n*3yio@fh09Vdt;u`5at3 z@!m_IzXi6*4O)t=SHW_A!7s8`-9aqh!gW`ue<6OAW!)C+oVTX$ix>CmXId)Ni^OAC zJ>#S{+Ra+AYcOzkA^ug@znwzH30lhz9@*XKOS~NAnon`}8^`ykYoTk}Ii5XE(p%P6 zd)|Mpp?B_|lPC6gvEdlC4pPGmk}qPpBSfisu3seD45rI)K2}=IGxc3d*zqU0u3^U+ zys`lnjiq5Sa+brhlI(RDYb}Lc?$rJe1%_Zib^^Zw7MsYO{gC%z-=@%C$itryPpi>> z6z>>Gl0n8{Z{gJEM776*Du(pc8Ggwx1VvCp_cCWbFNaCK(7fl=9%;gZO$&-x&8s~ z?80z{8vo)M{e6FzoaeyqG&*L_qtmqTsPivr?@&DbUUccmddVq2jkG&iaheh0N@ep* z^bt6YS62yg=8eZ0WPg%;r}|dQ)n~gl_b<(0I}#J-v0yd0Wfjn$5ZGHhzYK4a3u+$e zDr;?>`ubvLDd>KQ*V)4>d3Ua&>m+6CYwdXv=`!-|5(^shlJ8kB87QVeAiEd_&EovL zFHUE5P*J1ge=u?xo2=$L_q%GD_G*e)SM#K^uw)}dZcyJ87A-6Kw;}apIQ~Jp#tI_%&yjxAe<6(ambl1?k4_%l0DdmdW>35|#)?J^FCyIA!;|~1Y z3hB>r{wek6J?V`YbO%(A#)jlmUyCWLeA>#BW{Ko8MXs!Q*ogtj>u|R?u!%+2VtQ79 zW+rY;W2lyFo*n4I$Yi?9j)23U+?fUQmgi@j8;DWKHn)c+Z;0N>Bh*MAlNrp}F+TTD zOR*^X{*7RpN@CEFJh>j7@@6D!Xp|vt#eqD>c%MIC0NHza z(1+}}o|M@wY`OL~;z1{)jGho{O`mS0|BN1a+Ll#RnLRh0e#sx&pM=Q_lKq03vCANl zcnFU@k&d~)=uPHJ;l5g=If@TWE{s$&N3xBWQ;lsF;CAv^-HPYywDlgg)?}{^Eb$f{ z&lb7&!;NITdJ$5|il6sFRe9q@?Dx3dHg7xEW6o6g{f1e23suQ@umMZ#jd!28{x{KX z9B==s(5KE(YjO7LNXo39eV?9F#jJPL{WPg=QvY=@N#3uQwNz34Ta`WzSI&prk6Kx; z)+G>|C(50NiI2183HWr2IPfk8wI}-#BEcN!^cA_zbk!a>osP+U#J?l4s4n~6%(hv@ z@feGLfgk%~^ieb`2LInMW3?!92|UjinU3aHoym8jR?ih-@?`ct7X4MPR89Yw{RfVx zXGOMI!nz~bcN$3#<9~aL#23)E8(Al?MMIyH>H9@vs87|By{sCrRpznGrBNf=UWN-_ zYd_CjK4;y`*2!I8Dc4rw51(OmbuG3~>lT(s@1FTpzw(J>6KhJPV)2iCpHiYGbO+?~uA^$jlYybD<_boDS^o9FUt3T=Fi0rgpA zK2Ogxvt(~tNXx%{FNJ4ad1T&To<)}4TDb$FS(S6U^Jj`BH~RgAPtMa$a_HSf?s+6{ zspQ+N{;alt=3_7D#qJc@Rzf%Pi>9k#ER?sYC3!1avFJ~*cpD4m)36*V|0&qy3Eun$ z`(49&nU(WCf8N6`M`6!Y++M>^KETLcbgs|C^ORy7DQ*`Jn~OKM@a3swtc4q`A>Q2o zE8)EXo7#}6GDc4N)vew$dxVJVcV`A8Q zkWbm!;%d?-CtGP~Tuh$6EPsyJmpr+f)sr>9m++!}9NR;pz1X!99L~{dClRy`Src0` zYx*y2S<8pMhuw!tXAiDZ9Gj*mt;+5V`S?9FIg`#0(!a90*FktBHmnyTce3^~WctdH zYv8wyPE(YujQz=pGlKl@h-~GxcLnW^C;e+ITt$qy6ECZ1bGVV{qb&cMDDs1nTS$4Q zn2?>{OX6ueKQrig2R!QY*j9eqL-rz;&w9he*klFYppM(fl0EB&6~>8kVbROk<`5V} z+GJGiM59rp-A=xWm~@P5)`@ICV&(|Z>mv1iNdM$g&$^e=n3$Q!4;v-#ZJf2v*_XuM z5n^WLLiuEY$ll#`TyZQN8}gexN6J0d?*+-~L*>YV2MmJsSeD7&d5z$8gQE}lJBU=p z)pG)Q9#?Azw#>S^tXRw)MGy8&tiKK>74Ri1Q;xyP5oFpWezkTk5xthWTS53DC7ZZr z5c#tcNuEzmR`W(SeG*6Bph4C#WHjGSe^E*6jd@`)WpdBG0Oz|w_fvY!bS_VnUnOZd zJ^54;9i`vOo$q=!s0`&xXjsemU@zykk!Bd(KlIy|Mz6D71-9)%^Ts@SG+bwhoGWo6 zJJdJkFL|$dJp0{6!Yh@_9uXO(W}mpFWXxUMY-ji3>$Ty(kNCaKI3{}-mLx}>`6p{! zU$`}-_eboUeT?ez=OcMZ)){AK;(=Srf{xB$(+IksibZE)MH!44=-dvR$bPZ!^3&mTY{oJ_ie>{b zX{IwBjXF!=NOmfG4F{(<`#Fv!oATw5DaXIc;>f*p-b9{#d0siur4EfZ=#5+R;pF*0 zjF)AkavNS{zs~3BzrTo?Z1ewfrYL#Kv%%B2Qx>0#h+x@8H!BU2vmtS#TJ^m!)gGweJW^XlRkEm0`;nMy-hp+Xuv5>A8sJ9vf$HT239ZnTxuEDRopSl<` zzM^dx{n^zdzfw)DFlibe`hX>a!!9lCpvCDVc+`>BS}M=__h7;h(w$7B>wUY8jMtIy z7)Pf2Iaf_r8H?RT#-Ca8c35@dFRzj$Zvw}VY?hX{(mgrL=h5{cUYOhy#qs!RHvGiM zrYDZiCFdfjWq*^kzMli*jIH+dTOC)67?reSyRz!c3c!DSzgy`>Fdj&!o7gSu42NOh z7Oc%4V+(ond}D-*j8e*pPY;qZPk>*gRUh)MG75T-EsFT|FS+NkeBNn|P{W^U&8)M3 zVRH}MvwA7du&R-+i@M(CBYD^NoVc|Rb}#e9Mzk$SzpPYV0M&yIndAJ_*ExW@!q3+M{ zXSJT79o-*S>(#!Eq~9aFCwnGep_QJ{8&K#Aw_yEcxIBmVCf{o*cvMlt^IG}|QdxQZ zfJmIZl)ezTx6rGsl3&oj7@V?-`gUciu)=O^$Zim|)Sm45-|)fQU0si*7m0Iku+unw z+d=rU3}QEk{QqG28?HT4sX=7uk7W-%qoCi7F0DkkuW0Z*jf>-SRyNh7)iRiL z#P+Y88R?2TZ1J_&a=Ey83+ZOj=q+tEf#R3=F@z3f)PFylCUa*|+MlCudy?00VzaR@ z&B*j(XFn1hvKIPGc;5npWXkyqCr^X*NHO$Ktse>bgG9Hwc)G*yENHc)e_iNRWVdt0 z!mH?zSx9T>{wwZQgGlN~e);6r@2cf<#ep5-MPwZb_mVVegMWvs<0u|>jh6F1eGN4J z!=^l4JqxdD!(cLR*apq7)OW5c?{vk*WIlwa{>@XfO0%4E*~{x2ZRHK_T=jhFb4yYG zF?~bcb#!rb1`Kat+w7^5oaxy^vK+ZPDs!3g8SPwwvu9y<<-%Cx70l1P!T(73fQUcN z`JN);d5#=K$Mr0A4ZTKa=T~v7Azof37M+5Zxr@%s{=3OI8y3U(TRC_pN90`Ni4A43kH}2*S&qKO?dh`i)5PR!FtsyV^nm>LI8&dz)3ujp@PncMG7ZLI^_Ms^)JS;+Zf1RTJgFWpU&ji? z)lf@4t)Y^f|DDC?7OXd@(EFbV{r&wefkp?m_#F$fmN5BY=7?z7En+SUG>6vDp0KN|hQ+v=eY!FasUqv|g6?`UXUEyeYHUT% ze)`H}u4hwwYih4YLH47$x zMs|45EXu1`D{GTG@!#KExv0>)-3I0FwUuny^I$Pk-I*GI|Z|D;R*fNG`Z2T15L(DOCfL>dERBcFL`QL z_J20u5$w%*0TBv_1A*K`7~VY+N-tnl2YTHKMU8MouX{ z6C`g(@9Ww2J#qe%LXsFfJ^39ZlKAwTl=UYNbg^b(|)e028998FRP8@R`{9czd^&VS>rw^ zJXN^oSkKN&#jKOn(*zbbu~ufwe_4pfEBWOU>Pr5EANW%rz4t33#(sEJ0>AT4s|xLF z^Qz|LN*o!uGV?}X61K%UJ@4G%}=uiuOdk=Wz&mAyiYN%3;dHgCG$&O6`AJh2mdhA ztzkqmPub+qx&dxkyHuM#+u5+YHaB5cR(35@%lqV*SLskOt0CmYzrMH z@U7(PeT4jDX!`^!G-1p0#IO$`{Da zB`&@X!({V0iJqBde+i~7g84aExgWi+W&7k&OMawE3-P2W-?+lD^I!igqbm{=;eyiA~vi z{arlS3x*~2V$brH4Xkqp#&p+K_A$=tm+V$vTN`C?ZMp~^j@+dO?1-()u;ob{y^nM& z*mEKzvM1wGR?O3@kMK2ff!^`y46?RzZn)m+Wbx=C$DdVxv)?7K$~&PYYJCMqi;`sk z*^{GlE9s~4jXktY{_dOoUZj;Fo8`NOe9uRCZy&X}ULYxbl2j|I=(!c$A({&JQ}f1f$VhwAr|bNm;2si z?3x|Si_zc;(j=36X5atCiVylf3=dY&u$?RJ!NrQ$u}1OikR(!Lv$owm;N*G&Y-t32>_h)JvD)JmBX64@VI_Tz!dwQ+nB+4qp4e*~KG9N7# z+@=RPm8_W;eJvD!b?yZ^euWW@p>zc+)rI#MEX|%0P3U^M^W(Mlk=mwfCFAdmRiWP3lb|OftpYr9Yoa zw>Q+0tkQ2|@dlb_m+n0n_b~Y@lW8%Jc?Hs0t$GBeEEf;vX{#t%lHD}#6gsKn9SoZ8 zw>4(&qqgVOnmsROsqt-+tZ?;eGPL7io#1~ZbSH~FV_~$Dg(@if8lUJ2m8}rX%Dd!- zO`e>$v22MN8u7A2p_RME>|Zop3y)$@8PTbh_*kAdtRj6)WwZ0yI0$9mvOMdqK#rSn zWD32$$Cq2+m-*OT+3#~Do0I8jS3M?{E#()mn}F(fml8}s?M zS@CwIFI{63Nz@ZgSD~ru7*eB~(u4D7=uE<_}hmiI_{<9tCqeQv=d1q!B zWRKGguuiEOtn)M(7peCozLyyuPto*yH64Nh$&+xWIb~X7_j_4QRJsH1}ul9f9!*hiwwvi;qE8BqW zzr)7($lg9>P0FWm_!f>$SRi?B55pCkxT*INY9H&Z1G?L>#EhbbQL(w1(nKvh$3F*gWTM*3a#S zrzg{f8g~PC`?dm8?DTQRCX1ZB(hc)YqC>AMb^oBok=8rfMm(N@B+Tvh4)$C zbdH#NFaPYs4lk1P6V~Vhi*lssgg+nAel-3S6{}Zj;WPS_<2PBScoJ;dsI39{TDq=0 ziMC_+J#=_RB%GmiKT)U;IsQKzXl6(zBl7L~=@=DET#{d#Mu|FaYHx-{ytI-7fBlOv?7okNb<=LC~H*KRr@8#x&~f-aPCwHE#tkVNtHDiSs(Nnd;JTi zrb=$(!&!fH9sJT$SA%$GC0dIpSMl||96N|-d@ZJYNW1rW?Uw}~ypVM!vS$Zpx@c)O zMrV~5(6kg=9jUK5yD(nN+sS5lP@gUT!r8V^oFQsH2KByT&}14uK;9y* zc?;hjCP`T_VG|ByhrHyA{iMK(&3N2Nt8ZcYUizWTE#BsDQQR!+{{SqgYTPiMO|FB| z57@j=tBr7IE-7}?dlJ9wjBC5~_9yFk#_$&B;l#!Y6p z(lkDXJ%aULTCB#x$*9oKm1nE{YgZnto&Ue@`bf=7mHJhg#`J5)g72_jAN72Q;SDhR z4)(6a^D~b=>$L0fzvO?&v$eINXc2WKvbEt$b@)Zrfn8o;aqiXYu~041r!5{#qy0|2 z7~}6IWe$W&X;}5uyJokl%e7k(v#ZkTL3Kam%Ix)hrMQ+|58n}0I>0JB!(Gf*k_+QO zk}QMrIPKSl!F@35L-J9WGt#x$8Lk)}SMWR2-tIv(TaK;c;t|0X`Qmn(iM^rA&+)rif8V%Kt3c?lbHpFhm`+;{&7?S(j$ zz3Xm+ejV*3N5oj#O~S0%q#cRJO`X{YuanicmfV9#_=sq*Oz92ynrCTQyFN->$_}E* z{`4c83@(hIvJ!eC&n-jWZX)s~ZBL;*iTeXl)K3PJW-qD zY@RSr#DLP`+1Hqzbue}4y%7XE(_%K4-_z%(Yld{;4$R2#=>A+7(kT#k9JR+DxWxeEu@t{<)*I{EpUA z8~oZw&%A;ky~}1d`JX7V0G{haUR>2LX>u#-; zQsxMJd_}3#;C3%etK;ceYJQvjk}>29cDqoS%=!Am-@aH{21>hVoopuA$#WD7=7~pN z-;73mNp(zTg>Nw6FGr7rcQU>GD9%izLm4B9 zha zL*-rZvOVuhM&~t9`I+x5qT@pPcYx4#W1`HQt}l`vM7B@VniVY5ace0r`k3^iwRgSJ zZ)#(rGnvtowd$F9Ur~%WkR>xyppq6>;`~JrIY+!1jCubV&)?0Sr{c%E{4wiaD$!s+ z?Y}|3hA_CvnVX=QG2uAzVKi)elB7Oco#v-G2@i0r0U7p!ek}}4cC*}pb>hW&Qr(@+ zPEd9L+1|#B?T%)R$pxwV>GqwRELVTmCzUHP-7rXX0jZEUa)Wcdg%J!pX)tt<~}% z`Of$GAy)fJ?PCiJct$I4vdZ7Ay3KgtK=|GQgYQXP(G^R4dRQw%aP2sFWfYV=?Ss_S z98$-VYpA$)pR#?}b1ydQC(37>I#>_g5cU_Ua|wKYVYMlkS&J;k@cj!(b1r_JhtFR* zJ{?EPia*bam!*uA&Zp_)q)nunRX9FMOvsKndy}(*60KQjyDPI^DEl+jqj%n+d`XhZ zZ1$p3&$H2#A!{<2-2sD>Xr#WnBE_fldDro~MZ31@ z{{kXI$@G<8WD-_o_U z3DhqZOGawp)50jX0_$Ywl70yb19{eq+Ia_`PGHk( zad4~nvVxY`lVQ7_>v4Q~TRhF%)+%IPhZR*EtxBHEj+@L<7m6U6|NlE=D=D2j*yWIa zM$LmEne_ns>ruOk#Lf8q3uHT#kEH)uO#AdJ$^Oz7Qt5Ms!v8w*ehlL+BG6Ehf5DeB zH!Qmu&lLyeh!IaQPFBC?f+&%P}4jGs2nW%lz) zTFOq3y`1097uxF^>#$FDEL#Z0k6B?P%Vlr8V=?%8WiQaeXpFB8w;}XhL#FIjHJ)T^ zm3vZemz})wbT;c4UZB~>B#S>*rpMP>%bd1-p|eMuvsrBkd8)BfGK?4FORwv3$MfOy z+2eJ()qw27%73I(o({dp!|!I!2a+3o3d zt!LFuR?%Os^l}(a;3L^(wKtz?XY{l}d|5%-tbX24%y>%Mg9?_KSm@`j#<$yHISJ=V z>YZOM_~65IA0U1{NwzZhSl{^??mRZR{%YR1nnqXn|2?_S6k&Q|^#1-fG|u}$J=xFe z1>=*iv^15xC+Gvdfm{0mFOqFyB>d~D0X^^|g7sb}&sUXlsbEK}`(F z9>ohCtHY(RfYU-FBOhsvcaS`P-7Yi)1Gv(x<3 z82CBXK8a7+`@D&`773FHa}$dsOZXaNsvl^Yr>e!(@tPL07vm zSCVSH+NSfoWazyV9yR#cR?(mqd*?mCR@TkT@tck87PDgZDfqb1cQ?Z4?8~^XSX7l? zb-<)X;^_|U9gRI%eU?$uk7_&EsH>8*$6@nC5o?ZXl1XrZ)^^b%+2VTf^S&fHk;Dz* zG#6f9LL>VV_9biXv3fZA1PdG_+OLLAS@PzM@d`}Hy?FMid4$f*MC|O%{4;5j)$9dl za_5$OGPmlf?}t9$L6tV;0HHtPxU30&(Eg|>?S+k49EWK88 zhvd$88Qaa}Iob6sZ;pyXHhC=H!kFZKZV%l(T78SnuE4dt&+DV)RA=($=62tklIRiq zYz*0dpporJ^byyqv08z>**oA0<<3>Z z0^Arz@3^eyj~zNNuGd}1|h_ZHoXW5j4E-GsNve>wxszp!=I!Tg1BN3%nFT=@T0 z`pcnRrx5+Fh228->ZSGC%9O?4+p&J7V_!q)cnE%^odGO!v>L0h!C4|(@(R>t{hGAS z9_8QR%zb{d=f)nAyeXDd=9vp=kQM%q!*VNBG7igq#3y3>pX7O7+)d7=lJrgH;yj1= zf$h^{KjPEbqQNd0T!v#O`pN3Ro1xXo=fC-6c3~;be%Z^ZugH0`8V5VJmG>XZ>Sc^K z`qAKWh-Yrcd!#P~=U08(rS`n3-bvoy*dn=IW<%l?)@;cOOR()UHqG5dZxS`Y#4{k< zlfHjq%pkbbRlXFx8me)j9wzSu&c>x0B1=y(=6+W0;PXQmbA$fjm%^x`fzeK8hR@&w z_wm)EwJ;lhXT$SE-~NM8^29vES092|1uQBqcHW?_W5kA+_~0?5%*?paEVjQ^Zi9Pr zE}y6FLs{umR^JNOBk_B&pKBrTJEoq;hyGP(-uf?vSfxTQFdxQW(fJBd;!8GooPV@s zpF3%DoXGNlSd)DSlNacGOfCu8cb%&%O62Ws52NRj&J5GWBZb&qnw^vHbq5yb-un|+ z~^{* z-_<_q2`;aRZda=%yX%f7QJyd*$8F|5Rl>&dv?!;Z=J32$+{@0I$7r_*KiqC)k*6s| zw2-;ri8*^a`y5>}*Lfk-ieuD3ZGVebTQIhaZ?(jhtoQg_9I8x`$H`olyjfM2rw|#L z^n*-hR?Igh$V{+)d~_~;eL{jkZ2k{sW@hwREWX-LIof7#i$<(l4>Iq=a3iUz((g=c z`A-DyPO9vP-J0APGad}NW`*drkVH?atDne|tfa~OG!VOs@XoAfxP_Lh*zH5s9Hz`P zNL}mOcpkV$zt)s>&L{ux4W~JNwYDmgCA*!bFFFuP%f*7s2F$+7x5KY>_A=I|+S|BX$aP{UwoO~bfL^heoU;!IwV_e2e8U5m{1*`O%Povp+Qwmt>2 z6GhRXu-XN)uJA1*%C%8%teJgdtFY(M__vh}E?4?@KA%-2|I(?57?gXH%uH^;_?XTQEdYsjc zboH%^$a@*?F2(q*EP1GJH#;+%CuVP~iPeuo@usTW~8HkU}yTY&c+G1U`}>CIZ69t*fx7+jvz%c!hJ#OE1{D7 zzq{G`4=frb#+1=&MLc>BvOlPO0!jX%*IlAhW(9o4>9bhSl`hHW{5kB# zkhU=nPEpS?^x;v)NSy7Xi3WE8xF7xZAuS0I?@&nJt)2fL;^yI$t+ z%!21+24ZU^Uhz{-=^9WRr`&N6*i4Tnux1Eq)O<0Vrw=lAI~YNZmxd$g{@G!TB8ay+x2idF%uno(sdV zEYyZf^YP^xUeeID$=sVv^21#5o&Ml6{=Xl8xQtA9sy+8>|FXu{V%!Dd#{`nK#@FM> zvzy0!E*1|{+i?8agd>?lbO`wexbj*5Z)U4iuE_2pbzSxUZ-TQ9JNsj1Pl6jnf}L#m z8f5N-!fmW}mU0V4@Cy9y07%}fzR@&(OFXTHH_f4worC(bQak?p0e`B&Ze4NhLkKQ~ zc5+=rnp5%TP5$$m_Oo`OAx(N>T6TfBrhwfjEZD@#$@brhrm5o^K9`x4Rk8Cy$UXz7 zyw7`>CM((QWVU#i1XIY7`HX$woooWvVA>}9E{dD2=r~LJ!N0XOvTCd}PUR_eB?x?n zOD&cBg-@0g69vt9&@cLKZnm4QL7UM^j1gq zL+b?B$65Vwec>_q@-?6TgP$CTdD%B6mKv}A?pjZ7)rJ1w0QoKae>psEgxdf|)++ZI=4WPoW==iEE*X)n z@{=r&KPvMQizFjLX&yaMbbOuc*~zjL`y`iiEA}}EbIzpgVDj$J-sOHSh5jCY&viUm zv`fOZf%XrE+$T8m7VCal@c-KE*N$x8vBo~EdL*>F@si_UkhzsdlQkLK`|`}pv+E(2 z9cN71P;5QK$Z~IpPr;W*j0WPdxAXVBKkZ1fBUt@BdL6<0uXS#vzAd?+t7&6ZL9aW- z*}vFox;76HPd2IlJtL3_c=CbxSCfWqA-RT!tS4o5a^Ik26@F9~Zawfmd#`47QZo79 ziv`*D^bmNSzzWG`vle1m*Ph(3$;0*xBu)}(ZWf`=*22w{k7q=1UkFj4eX5%dDfSA3V&nIG5l(gi1azzkD$lv^vM3!lhr)l z_~uo9T%Ja)j391R>S9vuO@gPiU6s|7wX-`kmuaPEA-)|?;_N8#F?KcZDcLQrWsBU0 zd_(5fF{3Gu80PFd>K!c(FQnNp)~drAeR#piq{=?#*=Ig?gyre6m-w_rxvZM}{}t_5 zK%@>VcEYPSocH!KKwU>D*IM*iM9Z-v`XIJis_Zkkx={?>gQ?ePt)lXcMZ9?4G|??P z*JP)L0?fmNaT&-LM^*eApnFa3_{d$Wm$>7k1r+o>HKa~6%YcC_|3N;lY$3p0z zN4AIHmuK}y;moa2-=8hpvPw}5uExUOLS(6uvE3P1G|vCz^Uod0a*__FT~=HFPb~SD zJYTRxQSv+j?X6@QtKNt8-pNbR13wSNr9H4e&GoPG!@BtQ6iGi6DYCjEd0@McK6l!G zvenh%Kz4y>kA>SXBfB7EcgE4=SjK`U;bdFm>>f%VMw9H+kvHaJS)&bm%~M120eud$ zWMj%b!xHs$61fJl$dypOOZ|D{`!bnwSJ~gOqe(xJgss_nw~ao>#h?>kyoG`yF+8W&>XkII2wx7H-zzmHlXz zj0!8^crE;f({YaWZ&OoyNM!H&WCz{o(?i%&$(3a>@I$)HB}WeWAABq zvY&N4Xpe}SJG(sd?=IprR{kHFl;UU4!Y28xvT~yY+_tmZbVu?Wd?;^T=+j-a%iYvp zj%P=h_QIslT3~Sz)YETZ!yNb{l3b5KF$+T2I{G#uFN_PjC zGbhqwv{vudb7f?E5Xo+ZLsms@6$77w)JU8h!9V|I?NcDX1nd9N?mndX6W{CkJQi!u z5qEAS)0fWF*UIaVds(!;7T;eL5wa#e`KT^Z_hNE(fzQSGdx~SL#ox>fNanys7=Jwk zU#4jjW&5yRb#2z?AIS$-f+Vv@-w5VyMdG~c=%&v~?whx?GLkH(iz~@#7TKGM2cwi3 zV`T6gv@;&B!xq{3E3?_>vS2&W{y4SlRJtyv=DxeMD{|M-uh4H~tdf~Bz42->zkGnl>GQsZdQWKQ-O71v zaI@BL;=Myz{SsFDA1R-}+05lX+ZE%w6Unr(lKjiDv^3t-RA!YUStb4j8~lLV7rPfZ zjBozHYCn;31AJcAZpMNKtLH^FZVj8OA&`ie6#~DLye>4_@UpB`$kMp52SZy9@Qe{5>no2ymT{bWroRvBH0W&_T>%3wAf2r&F(^ftLr*-p2)YSLL$!! zr<1mt=+>Eq^LDnIV_Vf4|IJQ_<>-1bFWiUSGY@Esc9WU=LT3ij|1A;nR=(GRH8XC1 zP1_aeUkWR}Vx?C|TMECj*8h4oAK`xyQuN2;r(m-eYh|r^aq;RNxMVNXM|ghrsd!WL zJc&=Q;gP3eN#h+%pMm^fZ|5Io(+YIYTGk`P?UfMj%r1v$XC#g^!LO38 z_)qNX4x3KAYpP>;k2nbvj)LX@Ev^;`s?slcQnKggb=a2d*Li2XREiiY|i_J7x?k7c-dA@Ri3_6 z@#GRc{{QC|`391EYay9@vcKd|{OZbUhUkknsr3R^=NIbuzVS6Om&t$Q@OUt^i7a*`dEwW>G_Q`pfS0=OL;sUnWhcY`b zB@53FWay;zAy~P|@u@uELD&z#-L0;gg=yKddzzNN^!Y|dr-}y2%J_xaE;AnambYXr z?#&oDOnh~ng9%$7?s>Qrwy7HaroOO=b8}cpJz6z(T z(a+8#$pbi1*;Co(M%O;hfA3=TDg5+!GUcu6WqOZxuDAsrv&h{AauwLLSV8mQ?AU?z zmXhYQLeKh&Sd&#C6KPuB@zV>vLp8p$!kPKb>;sQtcvVJUlJ!)BwVxc?HAt3>G50}k z1ba=RNoL^oB-h6nx|xhOI+A?i7ec2gOtUN60xXyW?@wq{MX#Am-Zv?i?B-kapzo6} zJ9}q6(HfW>qV9>>yiT0isO5WU(^6z93Y*vX@<&j8#7H44STgtTCfqEE(b=bafR?`& z1?NGfqGP}5t&-QeCWO|KbhoHrk*U4b%AGZab$=%UJF+@YpDTwE+_r} zv2-V3J5^sBzzs?P8W67UcfbGda=owjIcJ}}*Sgoe);`ZUd#}|1-l@Y>&lS1Xe$=OZwL06pn7wve z+4Bi)_K>6n8=tN16-H^PpMj#$-8eiFf3jn^gik-S*%Q3$H27w<X#xPv}mB$x>QtpS( z_H&K+_ZTgbN3osW=aD`+^|M0faWSx`Nc0A-J3!Q-Qgd-^s6% zs#?hd`>1H%%v_aKSF>oE@9!r${|qFq?6gc2m-QX`CaqzSlU%!+Q@)W=-E8v`Mz6I{wcSrNo=$&MmLS zF8oeCgsjsX!-F@GX05*uBEw9~YQ^rgp}t7JooO|cPIbRx13gv0t+j{>= zJo%gTvvW6@^(H!(`}}>x>ni4@9<=Vxhf@DA8S?w{pCKanY1-tyL{`#QghC;>-LGX$ zES^Z#_o4C`o!@1rv$SYL`WJcSN3g%r**EZHtk1!xiE##N|E|71hC=pRq?%M`XP*~E zJFxJ+m~qY8RG2x_IEk`+x^fjbrBDzL__?h#fS<0oAG(8#q4W}?T<6v-o856@C%t0PA3 zr-#L`Ol9etp?kP1E@iEXdc4i}Rq!j{&3E#J>Abg&(Ko~L3lVG>J(9gU`P}P3I=k*i zm>Z^(Kbc6|z-ArKxLDsi>3*RZ;Y|`8MC0V6&+59~G~6SW%!mINeckEWLi+j*uMT5@ ztfU!CtAou-zlfEc@nRV(rqb?6K9d|MsS0tCzN_*4!|0ye!@Y2}FeHz`hkx{+93<08 zJrviU*0woo57tvV{5%0$&e7)}^XoD{OCeU6e#HtH*BT4Hg~>=)981Txw0a)q$&&l0 zqvt^L9D1DW|F`s>TGEfY%V^@>>Uhkoj}znB`T%_#hBvoD_jYmmVVrG4`?;*XQH!i! zdjkOb1EsabFsdeY`Inyje48;U}%dhaApYrZ)Kt1fnB)`Hg{$Gz-P8^h+aU`3vNJzG6Oi>-V)H66Y;izIh#2W;x# zn(f*hQsC(&VBFZa|3G9pYd&tok@%h!LRkwiiEUcw=PG}<5?{X6%N@`^NXuJ9$fM~y z9_lN^uVe?Vh2K+L^8(#>!smCfEfr{I@Vg5|qU?mc0=A!EP41f4n&VEO%M8{{2G;jn z{Wg87iW%)ifIp3}m~1WRlxhW~@az%uU3vYDVdye7iVX(etR%%|()(?B-)8gh@YR5CLU7DtkSVW=@`LpAHMmWW5mM*WvNtQU=c8|0G* zCu@?b(X@&C?#FRqs-LW^PUg%zST#Aj-^Z|vNmUMSwy|4(5@jvqDReqs1Y1S+qal`^ zZcX`56&!93v!VRsXk$&o!8>@)I+A2RXJyB>I6nj1*14iYK{V@!^G#Txmiy1PM%vGr z>GVv+&g^r%$2h;U-+escE!+qflMALP#%FcG({Q}DAW9TB;(l7bYG!$oO_HO2kr@6Y zPHYk(>hh`Ap?II`uExs+dYi46+_!yi?*4T?v&J&KNhVe`}cq#P+P!=DZ? z|HvK5=QxtAH|LObGUlXG!WFbHOTXJ)_l~wF`T4Jak?-@zqn*zjurG_fPOm0LNL`jw z_)-@!;c=QiUNA%6##d5te3v+v+)B$J(7{M~LVLL@-ZFA863(Z^i7>vI1+v#N>%|A* z`=cyyEPqdJk`j1+6a@AWVY8cct~sVGwtkLLr;Fan`hJZF`K0#QUpW>xZ-Pd$9^?u0 z&E)9gSWWW&&2x@ry{qu*NnZ03`(F>`=R~nvXfqbO2a>A0{!8jP-n9wpP4zvN6raF* zCF`^>_kPWq_wkSWw0r^=r(*SZ@=SE~+jJe`+hz{IZ#=55(d%;_F*H zDVaG2_}Kv64|I{l? zEtLzP{3*>-OXg~SKg6T|DY!RiL58JpOMdwWVVX?vLGUkfRW#;nxcCU~+(eUe+2~sR zX2;M*h%F-7^X}14Du{eda3$+|e$XGK`>e11QS){VrJ9c+*t&C?3vOP+ldGSYgC zzDcW*u5MNkqf-s~N1ClRPE%Yu8Jix#hS^$8WTPAP)CSsl%liXlvsZIHtPgN(l{xDu zEwTqMdr%K&_5E3M0$JDMWai}K`FcHeZ6FGz=VZtHR-DW`#^q$W2qGWjU{+<^jr-5z z&3?|M@yTvondTt zuGsK3IlJg*e>!DNU2WIrP3k_d-e9cy?2u={BQWJM>`Fb(qV85oiz;2&r6zPzpQJM! zi_kVt;)m0wnpt6^*7p@K;U7LSi?&1I^PQeMviJn!uA+@)eBfO zRy`gcs$k!f#!EJ@U-)2l8dqV}e@WMcc0cm>rg-)f4kky-C3?^P-ILj2Nr6=wk>)d+ z&Ntr8a5#fEBvVjZI!y3+0jw|Qb3KjLm%oiR!u=%98||zfNyWeA`kx@quW)Q7AHM{P zw_$d&?Ja~yDk(e#-NzvLzW@IwaT}hqRG(uoCHdvE4rDsK&NW(giJT}FB@5Fc*ZhUs z8~JoC=YAJ4FQVtw=G`fDZ_Iw%^qiUGa|mV)#!}cEWfuMxCKLI{OXh_VG@311%`f=5 znuX`Gc(T{L=S=osZsz}kjQub!Cxh<25L`-*JY8H-z_!%k%buN^Xt;$%lI!;a$3|k{ zBGLFsBPMTrFxknrt66J}>ugP=HVzcvio4fvo z$81-%z>l${`jwW+-ckz-m$FHTf|;`_+djZw@;;+GE57Ofhe?-J-#=-59=G$3$as6_v&HnB~G5ufKu6K2I z$9@K#AzJ6|JGmd0>o1jl25EIat^U(v1ASkwO&R*WBvNK??NSl08iZ4sG3$&{l{tI* zii$0jA$=NI`;zY@EX}>l-&diZh?Kp=d0Um0laIq_q-O||Ak~N5mtw}Ndi)huMM#o4bOenyu*xht zr`lM&(($rkbr7eRl4*z+P-@>YCK|HI(egN?4x|0vG~eiVsU z;mHzwI+nC=kaG$9j)r#hiIKuB0cfE3rQ1; z&*T-8;qb3}gJ$I1jhET?xmDzO4Emqb|3g=e=9#PU@?35Ir2j#9G?ka;90Ui~3+Qs_L8uFX<`<4;1qO>G!@>Xj$j=zQ>-(tWY`g@qY-r!sH zjZ_B%)2c36KZoifvK=OBT@B5@SupFso)LL26`%fR`O^5%l9#m(b=(g4yXj^IfVYHpRi$^iqPgIzueG zhLYj%SL`b+!c@hC!}Zz;my2Ni_cTm~)Y(2g0l!m8Q9|oAv|q`dd*J>!^m>zfu5puR zKRb<5r+$bym)d0c9+zFk3wTG?MsB8E8K~t+<}g}z=LbKr=}2fj%Bv2CRCfC&$3|yT z{V8hI!T;>E$cm#KEPNJg9>G6Oz_X>a_)f36yBjAu9jN7l`p+)Ptp3jG)r!V!&w9z! z(hkqRasQKdn02-K5UZ!M=Qz~g*bT*->uBvGyVS?%q!61Z|z%(JGb%p zJS&|5tMU4L)EK9dJUeXP)cRd#kA+g6IaJUlyQbeKTizPnhou*=*%sd3rs7es73*9eMq2xZd99>!6>t^m#IuJkR~%mwjaO_|#1CZ!!No+W%*1pA}H^ z^!dE@MfG!< zJ{@vrmiZ*r=NcLPU-G3A@?NsNto3;QkouP-5N#p7)Q=UJL!Q}`Q1g!_4})%wPwS^m^zlcJv+gu7!_Z;a+{$zs3`f$=M(ou#)GX5gjf?+eJ#Ll4Wvr_^9COwR0~ zsz&>j{%RvGr2g>+BP8$eYczkCtzS0gB0l;VjgwO;HKpG7*Dig0iN_P&e^kT1Cn4IH z)D8SwZOrko+X#(EpgE5>luoFf9 z?7JC&XXmo=Go&9vn!KHVL%)r+{6W-PN#<17?CWQ}STd7#JIR^a^&4S3*XdjH@^?%s1Bwt{WenYHhr;pJlI7CLn`L)2vFL1zB} z^dCc>$Mm+7_oo&~>WZ98wwf$^sVH*_uS{OAaQzE7pTx7W5;obw%K5Zg1Uwj@|ANpY z@gR4-sbl=4YwpG1RM=kU%Dcq68+g*&ZL*)#d1cF^#2t+I-)i>R}O z&t!#t7yZ@oyB+r5L+a`5_B4(>CVR>yqWXzgRR=RlV&iCcisN}}D!3+x+$qp{ z!f10vutKivte3oVKMZ=m;M39BhuG=Rnt_ zYEE_=?_uGrn9n}Qtm7YOPDw4S*2Wz{v;9PYi{W)RR9o@N%+=lC+YVBlT~P?)qj4o~ zS(B-_5IZdah)Mc-kWahRDWlD`-wbe)lo;89tS!ax*scaHHg&cG?cdjT z@&rv}qr8v*njP1`_Y8gK{`qZv)Hib+$xolhxZ|{%#^aJ>ZZjRL@v7nQy$-4$>HivS zw?S(n_PnT%MS2*(wl^51Jc$cqVRKeV?w&-^wfwm&`(>v2213&yTobw_SvR$*OFEkR zA;pcH`cG5Ioa}ZD&7O0`_qU9jI`9i%lgi6~IokscN5e3?9-iPm4cMa@_GI-{YUng! zwd@+pbGqViU4v(s}ybI$_fOc>FK7>pAlXD?7 zhnPK@i)HPcy8}b^rTs#-t*ZZI%uKet)E~><>FnUTm(7xCqbO~wI6I!yPvAv=mY$5^ z@0j!M=6}i3Ib1J=#e)Y)^Z*{-g=>GY$a7}+>}>mnA6LY<JAVY( zRHXbJ6K}!Hm5}d?z1aub+O^4L*^m`xhyvG$xCfH>RsRaJVi!z(+yA3z{RTGX?b%Ac z^s?x_!5EM5fe*-?>M(8m%g%=8JmEzi^do)_D6sdrxK~tUD2xrg%mdk@x=V{x*J}*d z!TkSHXS?w3kI2%3R#j;?i7waEdIgQfkpD~8dB7+KnQIOc4UW;r12pWY-y7KYJ#BZ2 zhn0-70B?rzyw$vRj~AG2TEG|A&(6W{OQm6Z7wmleUk_F^){J9g}f8)%d zv@AxZTKZ2`xBjF{-uv3_NU|%l6AY43ptq5B;N@Ge{!QyEc}!8hnY9DiN&KyT|6$`6 z{I&rro`s9IlcA^)#*-vbxvx=w#enfx^rhI{jeMysI}WNp;7ob;E>ZAZVVHS0??eyf zz5BAy2G;w_40kAh+E35Td^<`Gk>&*+nRmIVA=Q$-=hNe9JRk1U5AeJPC-S{8`C_Z{ zgshKD&X&}+&+g-)yeZYLekI#8M(B-s4Kd+v?Xv&rOx&A5$_W^q^}0KZR6z{L>cfBa z+ZvzmF!nAHKe?qA!G0&4FU0>9^lK>Y-N=jQLMFLQ_poza<0Omr7_5Dd4=20#MR0rp zQ-9@WKS1FTtofA{uVRtOB3AOwWc^Gvv)39iZx-)f38hbHQo)$fsJ`R#@Vy_a6cH0& zhRZWzP3j9K=SAv-oS@DBGOw)T{XH=GCK7%IoA1S!OKEc}R&Rvh&H8wry>}b4hR?}* zeK8d4;q83dj$!BQ+{_HU%5^VqWPsTTlRK+TgcRP_3O~w#-gujo1GUeU|ElC ze!_x}oc)t#eMFIbtM4pc-f!Gw=(#}*pGnUPFt99k-E54id@gwoe=+uS7}q2BsjfeW z7q?)s*G19ac+d$xRd?;*M#=h@@(`H^?>SJu80H@vr4u&2VT{+X?l*0}Er`>-Xg8CW z%q_S_{|X+Lut92|bjE}aj4%Md@6~TVEov9UIs)$2?J4>x!(~8$tTh=rMbTviBwbH`c{zKx9E z(HQ+j^4s}GvO+w_j;S+U5fdwm6`A`Ni501|xthP$!G$qqocfrx0$;KY{cqS#67N$r zatBtuFJ3I+Sv`%uj#P{AVGrx?PvYb}I~n`76wF+O_}Gi?a9ZQRCC1Lv&{MIwyf!=e z&lVbtX0NIGXlefVSF5kg%p2Hw2Cuvd6DqKB6&}$@??02EEavUUDpg&doVnRE@i2d= z$a8LTG*6V1MxPOfTF@Lyb&$)4Y90v(#EG` zp?nELYrv}|ub2(J^0>WPRBzy#%(!_=yIh~A(<+tkKGtL2INiuz@3U_!M?Qw#Y!U1q z5vik3?`zwH4Rg8;?`tiR8T4sAH21qFl+NK- z-;#HM*gT2WvtV`{OZDZ8KeEkae|_lQVF$f7z;&zGy$X7Hr&!xH^V#@1ab+)Ut6)*q zEBy%9IohShS!sQz{>s_(&5FYtFyU(Ps|5bd;Co|4^z2Z53^y8?n_t1LJmY>r?-R)K zDfwS3@W<}>oz+!e`Fy1QA7zopX?j04wTEg&3_gUGS@W3+V*|*Ztgj1r>IB+6N5)88 z-ne(tv8njg66Q<%|GF6TFiFGsRG9eL`2S#GvZWjYw=2ZmV)P!Zk7W7j!7EE)*5M-4 z%LNQiW}ACy(;QMQ^w19Tk7J4d#DFibvMw89LOrpr`a&?Zr{P7s^aPSL zt6{guH7i)Tw{Z`J`gr{p!<^wpxs$xfEZJ8t_1OAjl4O_QP_twY=)5F;RwVgeQoc!- zM%dAZKfUStE3j!e9h<^3cQx0MaTUvC1?ate?LXQiV*CJ+qp|t~h&B>KUltQT)ywZR zIDw4QT=^dP;~|HVrJi0t!o4zZd;wQVi2)Bms+W&WFz8B#qp|fB*87de zEf&A$(Dzq7sAm3~#73hb_Pz*w8-z~dnH7zmya9(|&moky`=V?S^3@o&kSns4E2Ib;3{jqEeOlJ+06W!@rQNZxKn?I=QyWSPzW z&ilmk$bAEgl!sQHWv(o+@pF!MgWIpJPBn(&S_SKsxOp%{X0iGj+B`tU-~4;e*t_w( z9j3L^?=$dOOwPeZr~$L(EWXE;M`On|cru60?x6K&Q283Cer4-x*li0QZs%j`{7aU_ z-=R^|-^s(BY~-6s{yR?GK(;f)^$%$_1AF(9Efq8m7LQY*>nr$u#p1Q$n;Jj;#o=<~ z&OV_=j@2+yQ=CX0iA&+skKBi_^#Z+}BeG`aOIK1}q4joAZY~Upu)z;Tm}9i;KKhv? zO~i!c3{C!qIb_O;_)U)V(rzt{_M=%=N_I8IGg_6^t^rx^#^#l-sE#+U(4)JSSv^~e zZ5H#aE3i9nr+WC^hgYW>_J1(S+t}omNcP|EFnkE2GhEY4tIp)A$G0!hd)9#@PkBFc z!5OY<$R?+WEL)vf!zQmmwF*SCa{gvG9n8wFV{tRFX+Ex$#;Z;4tVZKiL)Rqh_IB|u zRg*UBw*(}Mkf z+k9W>fbYpt)RlDOTw4UzsXJST9>dtMJRSC@T_xyz3fa`De$DUiu>KzLI(tv9gz99r z$sV7JXw~s| zE9m6y(op(+sC{<6WzId54#i2`%%@cTeM%geZ?;X=tmd>zev_>HdK0p#y!wki2eVn~ zKeQGB2EwNd>rNA2+rYRFL`xWNvxwWwx^Om@1q{!r6-ZMGsgG!|6(jU5GL7Y`y*x!;Ul9( z)H05>GdI-4m*oDO!4i1}5~E&S zWHE3gn`WiWDjHphA061?ELbF$=|JP{!nTo)9ca|yq#O-}C&}_5z9z54*~WN_tsgbZ zP1Z|M(K7j*Q_p}Cf9O+7>woz3d(b%r6PM8RGxoiV-Jd6I36{?e zlhoBoh2EubPWJBXl6i-3#LH*Edm;;N z-Nc@$cv47T;ZD{L+`v!gkTUB*!4*muxtP4@M4 zZ9= z!=X^FflDWtOU@E)ekc1OW};sHo=v{i7`hsBSL$OF<{ZXG`;%ZCo-gU5AYH1tu z(G+&60kT5eIZL$6>W1nxN}j4MY?0^q53x>Z{ho~ny|}P|hxM*wr@V_go$PtevD7u$bHB*^ag95KtXM}zxYn5en!W$Rs_e{smiK2z;~{)Ks|McT z3tRP^=l3VO2Tc8slKikeS@Jw5@AJ-rPu7FpiN&d`nw99UK`^<-vxC1j*^|#?vUbai znVl}%*(FuNzNh~vevqe6$y#(BNv4Vn$^O^ISffORtliA}(BxC84*j}pn{iWV=q;n( zO4Hlf|8Sg0WyVgJ)lU4ZiND9vsU_c;#P9bZ)w`@d2EX#{rYrxSNxJr8k7uoyWUj4xJ&jSPIjCfaJx~@o#5Jw7RjD5Srnaz2@{N7j|{yr_IB3&n7*s&_B~viYFEQON)cD) zjl?if_-uNeW9%P9>sR?u1v(FaRu718(|ZLPf5ghGjIcob90`xCl{g4GOUU-RXmb^Q zA3?vWw9g%43rwHEl39cHIS-pk&W=3cFOq+%^$A$ffNbaCarUnN3yai*yBo6O*(&v| zKBq$}c!ytg^j}l|EnVBjh}kuhT`+lblvRHtU2_}`7pK7({jKLs6XALZ&JH1U_TBFk z2l9;NG18>g^UaWb%un`a9K$1%JzzR^C&OENmiZ0uyVK!xI{uE+2f$$xW}hHdUT@S5 zj-DhY%_y+Scg9Th)!*6kbpE!0r8|fZd6G9;lBYq`|=Jn$HO1iBe#Y}%MAmKKxIyh3wh}-Eji5F+rRX;KC8@5>o z#R@#A2?SrJ$9C90YBoqUvA^)<5ca&o(WgnWOfQ|GmZ()$EO?4`bDVjMjrP*`bI~B{ zw(>qd5}wO9+v>Rzb`^6^mUp7plkXK0|L)pYd9c~A8dTfiRWd8K!1DKbWKHc)$Bf$a z?}6zpMD{!t*{%JXxK)ErJy|jtv6ks2Z}U^vv#6GRaO_Ce{%6z&NV|t7$t1FkU!`8t zaTqz(=s%dFYGcUH>`<5QR1?Q%<3ci={3~{~(c3nCSXEXTr&uih0kL0CkM?7BEIUwETZn~$Y!k)TSs7Lb=Fv5#K(<4fd5s&iXzUx%fdsoJkKnb-Ao;5w1SP} zZCQ8K(j8w5a&5-s#^kKwyF}u_lj8r~eBpW5Wxv(IIF%}KS?iJfzfY2&qfy@?K}#0u zjQa;^yA}3*S?X@Sw2ACruv96UJPe2BBzzpoGgy2M{oZi=c*j%KDQ`k|>bafk^29OU z4llsghA>|tQq1-HM1FH8iMqRc%zo@tvqik76xo07@6 zSBLblUSMbUMT~pME53%0Ge$FL%zC|?PLC^dDY&|!C(>&L&qGvLY90Z*g zaeD~O4={tbWY4ArGek0><=N9bR=b{etrGF})h2i1WiaS1{#}$^kJkGgV*e``o4jJh z%pEss*OvGF1g}&DyB({bWq_<VGHDmMKQG_dpSvvCzTxjJwOv8;=b*3! zAE$~JuN$kBakq#!1MqJ;i57?x^Jq5$GoOXXv-I0g@K+VKO76|%NJ@6Sr95E*+3wfx zKsMbd(thOXD&l)BHcS4R-FR?~_8lDA#W$z(pWcv8_0mhpI0=GN_*Vt&I)rRjkf}ZU z-baV}m{Zo(AMw%RnD{xY`m=cr_vb%5@-Eva&*?UQS0i)s_|`CbRZKj?+@F1CH_^PMjTmqkyR_#qmxxJcz~=}^zDLTQVt-|0egxs$$hRLaU2IM`Nn|+NwT)=l2x_}s zo%~7X=%bUqFJXt@SZO=yxAM%EjwG7ikLiV3Gf#k;h=l9?-GH|5VPjVMX60E`T>BVf zTKb&#RLQ%21>~B2j8H`7aaqyZAOVlop*J_9-O0 z!SDlpFLZ8(vrAq559aM*hg8Gs?_6@b+yuL`vF39!9LCR6!z15+l2x-Bwta}h$*_?f za32_NBOjWm{bi(F!`H^SstUU=#;ojtZm!oC*s_+9U*s3ZJ31Jj&vwQCs*C+^2l6g4 z`GA6`Fp)kh#F^~Oe+paj^lpzUlf^0D7n3!lIV8`8-ezn~4({#jQ`Y?Vh5iRSUKmDs z)_o?fy(iAU!(MqmzKq4PE~+h_?7*IWtox%#l&a9#*ZwRmCX1MSIlGk-JH8fchQl{cPmd+%JC4jVdY-(0%~KwMM{81!AZ>Cm zT&4HP*pxLUb8zkieiQUgq3J3peWGo1_~veBgzJB0pS%alQM<8$(fXTHTj1Aj+SLagH#Ah7MSW^9{rIptC7Fi4n8oEb& zl!m1snfhb7|6GrWkH8|i+debG;TTv^)cBdLzvr=2M7c-EQXE2$ljc)ewle>9;)`=( zvI<5e{7atUxA|CdH*XP7>uNs(9y7$AKj^$zAMy69jC&z@FLtDhE9OG0rC$Gn#s+#` z%)h@g+vJWaPnZ87O>c4OBzR@_f9lpes(lS3-UPqnwO>xc#|ymgd(m&4eybaIHCyFP zU+ySsvPW_SWDbEgaF+JWG0N zvw_6fzp~q%K|^wUz-O96Fe^aw9DSQuFc9~Xo8cz7-RtZEQMi$Q{xT~jioOZIC-_2Z z?0W@P(=g^|I=5r%0TAzJURYcZOQ(|mMb_GnCi{_Q2Kmn;NpcBnXX}e0y2xl-*={Fq z`HnpbiI~Ho)&-uA!7mkrQ}G}%V>cxC81EQ-x*EUo+%MOCZv59sSBLegXmLF~Kf>M2 zf~|}-ohBE+rnpER#J_{ubl7E&K`Xir!@cB(nMU_yu6zfU18H&sD-36gH^iDeU3w4; z=F@(l==uduC=Q2iIUl>*8o30yy7G|EwW-F3Z*gu2 zi|){OBZ!vZzq4F&KVstFTC9iubu_z} zzwHChr_2s_V!&@CYmUdqxX-8sv8Uav}eE-6ZV>df!_xGVcSOt;*}<_TD8zxNP> z3qfa)nKI9h`eSMCwywt2x1e2-K9j|&{;c~I<|Q|6YSmBIelG+k;Cv!vD(U@8uh!5D zCl17-yV$CzSv?uTv%+|-wwJNz0JBI|FsBA+)&*C>kH=titX`VXsR5MM8GAGxdcxrq zUU`$Ak|+HidQPL`7IHPlqGiy@9nMac=u4aaczFuz6{XE|o^}dmREN+|F?L_PKby@` zL884eUgUSl5c9Cn`_gJZ`ivrFW8S-#e1GtRmCzf410#&N$Ly22aTR%9*7HW!T!|wK zS+^;#`VdQ>77bHN;3Iu^cJ?lP-QjrhE|xM!re1Dw_nsFP%mK-omP`rP@xI#Z`j@+@ z!u+{|^Dpt~Z~5r;V$Hv1zsKC6Y-fQyPj1h1-RLhCaOOyM*}{MFY%F(ggT=l6#^~j9G9T4;i^IL>wFxPBW86%&IFhD;@qU=FO3CucGL z?@5L&1>8-p+Yd0Vow2jWAX)S~iO(f4pqx>TpxZWoo$rd&@LNQZlCGTqyXB6q;t3Do zO6o_y!6N;k_!AlSCsi|+D8h&TrO$FY^yWXA(f-BARHk@@B&X?pC;J@8%V$9|Pm|Mc zVRs65((YrUCd+QtZk>UHl}Y*xpZwEZNI6>d!?$IuUekz&u=H3OzD%Bz*rS0SZ^Y@z zM(9B5?7b?_T5VkQhqDK;+8Xvb6y{ZVQ7U}ooHrA4f5>lC=S8zMX((txEvx`SC?!+m-3EJd<)rz<6SzGiP3zQ?t3fFx|;uWI)!@PTmh~84X8}9l;Fmf1uXF%v% z@|_Fog=D_lzl#dAUO?;Q@LWT`4$qr=C zVwiZnIp;R4TMDr={j~P!FL7{;5!N~K2rqve_W$`=ug`S_Gj1omO@`a1&Msryojf85|0X>>M24BHyNvCN`!o$2IHnP&a*qhb=HTBwGM0$k@*(Vj) zcj|i|zf+a^GS`j9q91XqquKC9Se>A42j{aYtSDXog~Dnh{>^_c(q}Sq^wV~)PrK+e z6Hh;JWeZ31O=tmG3yBxWI&mEDYf9D``daSnXpDNrsNH$fiR4c`qB8oa4xv;+F3O&n z!+#}FSJt|LR@2;1Hh}6_vruXQ{4bl_qvqg46WNY01jyF9=z8?ziQTD~ytdo5X)(6119huK`EW0Kzwn{jY=hR0R@NF86vZM3}N56F}85r+?#3!!EcZs}rP4 zGC<@ji{Ev%|B!`mBte*SJJfS$(%ZbBb#z(rS4T|9+x4?Z@;u+`fL}L@8mU(Fy(`}o zL4TofPqO4W<)h>)LEC*GSdB!L{l9?S4&^g<(6X2It4Okl6Gl)Rt)Md4zY znT+oJ{I2EL`Ql)908io_kI`rgZCmly)U2q_%FCg3x_IA7AFpBU4!)9n=Z)EEm z)gS2FTC}*>@3-0gO|dbn+D_E_u{219=3d8hq3KRbheCWqMvt{KO6pOYzdf1kjvl6<1CNOp@WkAQr0 zURsYeTVX@)`LoI;RX&e(c8EKK%C5IrbL9^W@BUPW(Ba?-bI*8T8+7-fTX0(O+Ff_EeC$hP|)j%}vF) z)Y!|)s1Z1k%BdxxpZc(soX=Xsru>R6C26sqXQsmR6CzDHT)zm` ztJz{VTO_~AY?gT+>ihB5`ykNMy~0`=9zxr!C9g`h&*?FX=Pq=%54(OQ9wd5{A$@lo zy^_}VV|*%e9dF#$a5#%Be~~xy?|yvf0W;uIxF>7dgKUy4EB|||d7Sug9tM@;Nu%L> z4yls=YmTUq>YmwepX`_&G4?R{bk^I)B66~>b~EA~Y+9H0sVl$*6xMY!<^advs28wgkKG$70W#qpH(KH zxX{r;Vr3Z^CWq*?B&h}0dN}r)BX{Fra$6sYt;yWpALAEe*J$w~nbAk%Z)&}FWWjm` zKR1ypPf!k~&1~ObKBDu-t~;pU?j>1Prjhgj|ME7owKjQc)X&Iw^4LeBCI6oYRF~{+jQ7x<~kWKrW@;1W2_U8cJQ!dYdng* zug8d;*xM9Z9Z5gSks4T)6{92Jn)e2&KmC>1^B+{cH^-#5c(P1XW4Q_Bc>@nSv&UZ; z+{A4C8*UyBnSUXDGR_y`lW(zi^25DFv&se0>nFV*DI$JBlL|&(1>YqQuTF+r*>4^l z^7i%<%&5($o+jfWaugEPd-1^BBR))z#QZrJ*q6uT+2Rx$zlwp=*>*aw`;2zU8$8?R zwOT#}jhBtnndP%GzX<*Nz~pI6`ha}NC@`8XStT- z*z#~K3uDQD(5R=?)41{nnI~cYSu}ad$hr4EQJa@}%qUWR;&?Cpmgdo4kYf$Yom>!A zzi@6E(j%+k*qA*-nevDB~rPo1ExyzT^Y zY=_!!`X~bX%&)7+TpJ1_NpY1c4l?Q$tWlb-pF=+RXSa~;WE|fE(c(1j!_%%}o6$tl* zK{g|u18@>xm$6~8)H zzxzWoJA$fW-?t=4rmEBn$-A!+>^K}Q$FP1XAfAJx_d%)+Pkz|A*>gQd4~uE|oMVmg z>lqrIAyVH;!;4{-oM|m_abNSs6cQ{FBfjHz$w^U&$4rIN4*hNr2QJ2|#%y*luPWnQ z6{uHb$-X{^7lrh?#pn1?DuIsVHP1Mg)h90-wU#rSx}R;=p=HCAVmXn&?Dkk*5+SM{wgpz13!wf zY;AK#z9A2HBw7EHhi<3{oi}TziI-R7OF0Z|tW6sdeBkI>{bp~(XMWn~?{dDhAB``- zgdaugTSTusO{=Tp_P1k2Wop7<|eZAgZRHN zYE1UjqszL>LRyqysXQy%fk)k8@C!MTh5ZXs=UHqk=)FU#)N>i3pWpB}S(EzeYqs33Z)V*ke76w4?PfmvhE!ce{O0V~1eVD}H$$Y%xB0Au zTQ4rhUjM-L1^V9QXCaFpi{lqKQ_<%|u1ijg_2T!1X05d>e+p~d%Kl%&HL>L)|G$B` z2jkuwu)B=BWy}`IP5CuRPr-$zkeh~O^L)O6Y#T{Al?@viA!}Ag6ttW`@?DtO0NW12 zsV}rEkIyYg+?n(pSaq;tXTmc%QP-HkikWeWyZT@9C9g;s2qf!V-b!8$|61a7*1@!- zUumq`iOYBKmZRJ)Jc`Zx8ZGN=4ukw)S0(>JGLYQNqQ^leHIvpsdH_4EgViK0-Xy^z z#%&?CeGl{0xm!=>)oi{2pVq@6&k|n8g;XT#YMv;Hsj10(I;0MO|Ca^v=VM+mUfW|? zJ~a=|V7Uij(ttKUI+m68C-8|W&`Qm;PMB4Xr2V0Kp}%uiGa0wD-ZgJF)+;<#|%_ zF4r~I_oVpAxgW{enXU8G@(>K@&0Bt_MRIr#H_Bc!+o$-FIdL$yFYs@ch<2B#`v{-^ z3}Y{&N$$yJ8tq~lWX1A-V&YCC_Yu!O!r)ZLy4^i+D{MTQWK(H#9QiY|zK((Yp!}Df zAE9eiJpI}=r-@Amn=$K)^3USdxuogM3gdag&De01v6E3?7u|NV)%ot8rt*l?m`%2V zpLszk-Z-D8Px7~tG|9J}?32#@SgMOOVC~hSVzTQzPr{-wc!pf3=_@PLhr{ApOgzg~ zSvy#Zw0X9+SL9g^^;BSD(r_ekSt+nwZ3>bW6YlUs2L?0eC0Aztrvd?U%Wkumqhm$2~hxSJfY1L3tvyKXS~ z-WUt~|G!GOgWR3`&i5AT`$@XpDDsS^%Tt*8wMcU%Ydp*|^4&Q1uXnp^X=pB-52G&n zt&7{KQS~5AvR|Ms-0#)KXea9V?^(Xfuq?!}a@smP>H_TC!{-dvbf;=yO||Ph^!#px2D73;5zVo--b*-;wh_ zqh1EB|7iLnNssf~;AECrPl6LLDOtQ~iVdl~_LwL#4$|#KvDb~=kL6AE&2wpT(LR9ce|!tY#Q18Yg$rSR+?qv1{1mxdMA!#EWtV-j@ca7`Gp56mxAK(P1RK zhKOS?W6uZhz6+Wk`~3?f+C%t!{O?HK)ci=riSF9v9`ONOS?Y5QTrWN9+r`CL+)f<6g;cJJNF)hAiWyS+lp2 zgq6sXTv4~Mdlyz4#A2PzMR(x+3$D&i{7rD4OX_JxC@rR^BJUvn{t7Nt;T3t3eHuxU zDe*Grv%k4MEG}Z-)bcIP{zJ@4eO>i6_9PQV_T5Yn@t$MZKX5cvq>`O^uD%~9)p`1> zD;A{k&n>u=wb#vQJVv`iTzeYu!2oBkel_5(W2!kMwq`-UAyVC^!t&Q7ciyg3Yf9x}^$RRet=%XTMg z-`eb6*LcNv{#X{6VwBPREcG9E(=l~9i<9am7D(ogRL{JIw~Y3EVGobpC^{d&GF|nz z1?$@Ryv_Bu;zDZeOu_!?>~f!<&&{^e@OB2foy_sT}h`shi}eADlX9DPa;b41JkXq%k0&#~DupAOL`Z)Q_Xs5nNax>Vlcc456< z{^hPSdzS0Ec90%cizZj$Pgx#)rL+6t+D4Ia8F`Puv)z0;drfxhJMp8qc0Ku74YN=O za=fLlyq(B?;+oL>)ZfFgCwr!nH6XRsk29a039Dj`TxiULN%RlhuhLJ}spP%M!|?x& zjemj0@vKvs#K{BlBztbv>%Hvs1Wj`{bTX8SJD(MI-Nl)Q%>siQFUJn4syiRXsX+Ut z9`p7id-_)KiOH-vSgh%$pW(REn(luYdl8QGV2A9au11UJ$od7X3PWin+?T^(DW?A_ z($$4t)(`zan!M5d)tIXxb&GNTAxYk@R;I^D8du`qSwH%QV~6_O4Zo5pv^&hIi&QTe zZKT6DKnzIb)HT{=PWwV+ z=}MAQA^9}U*7WH_mN=d*E_UaTJE_ftf^g!)r(-6Rn&#?J-Mm#t|{4I$ND*p zEv^&OW|04CK6X29>~a2HbIa}S+Im2`3d@bcp>ydn8hVQ{Vgt{pFH$8l%zo^0t7uk@ zY+Xe3{^p+CuMg6)lRJPH+5bp5CZkjdNSA=Zx5mhQ^e7&YwSd`W-bMer=<+scOY5Vs z*>za~I#pS)6OMdBmltVqxTCM*&;D5RV1c(@E;`)=vC7#>9Ttb;p|ZO7B7sn*@#oT?+4m)n|YTVlY~#!aTwl49}C zG<*Ti8{k@dI@V{a1>#C?Sf>*5FdRLUkvE>rUU%qgJH4~(vIbvTiyMbyZ|)}^ z;&(TaX=4WIggpTIadtFi4aVAM@;REy+{GrV}o`feUN>tHonliap2p zd=`G4Y1B6{G`pnNyOYYktl=0^!8mzty3ibbziZZE_YF9DFAUq!`2~39uJ=J>ZeXV> zG&v9oWm)Tb)|sgPDrShcarYGdaI)(UAjv)COb-7OSiU!%Hi`?$pLcw zNav=}G#O^UhS*7>Z|Vl!4x3cwe3eH1#ls5xs2sk=MvHLw9%q-4A$6&KfXh9sbBZy3 zz^J)+y2)7g_$Hh+(5X=T4u+n>CQWIW-7foSKa3UMrppL6SQSCGH=L(p;%GT%mG{(O+WNt~L+(|u0*F1-5VNOo&mXmnozDBHogOkW`3JYCs zv6T6`x6+o$uk2C-S$EWL z2~U{wN5ge8M(@(<3HCaXMAy25tgV+SY`>F+YcRVGIZuURo&oK|(J_#Jo8FJ`kRwU| z45?E+?>DS#>2vZ!pTjae==hsY$=13Y^RnmuFtgX+#>pDrYw&6jOMi`5**SBxm^|K* z(d@F-h_8_0U}(R`Kd#o|aJ^(#VI^FeYxIhuU^8+JaeWJ%YsR-~knB{}C~x#Hv7swY zRHNN;D4a*HRPegQ@1dkl_Qa1#l=oMY;q-)K8{zzwaVxRGMPy5+|GhX^Ps>Jlm)%hB z<8gH}#*fBaO!r@%y~EEtJ|E0dOL)uYki6cgQ%Tp14)?OskNp09V|CU~HCDU|M)S-l zpSfbDd%Ha6?jqK-Vavl|Fo(5&A$14*TMV^I&XAh^&34mz6;_`s^8cdkSXXT-@X}8D{e}h?(dj2_m}ZV{!2ibL zR@R1&<0s!?@R871jw2KGb2n?fWUM?1y~6ykng1TD?J}0`&PLO*;7b}EBX+KXaAj@t z26~*)uXOEDNSEf7!(q3G-yK7bqgZpObD!v^nn-XOiTar%+e74aGNhhNs)dembdt|M zXw#RyM(KAxf7>Gxjw9m_`kn%{kJx9PSUgalkK^RYJh=z!{l`{svgC>E{iZrK-{Hs`}rhX1%o6{lnB54QlkX7c~c6#1r?7MkT-Z^gKA0O(yB*b4}o0sWv z9S&tB+(cs@jawfGUq0zSa9Ay*FgHZgkp8rW>)SmMc=bY?_}>jZzkK^7dvwY)pNfMvkn3Lb4b2pv@Vg z@Nal}c7c?~8~0K9HS@ zktaDu@;u@zSAWf-GyK&qbS?z1CV2L#-cwV!i)$D2YBsf3eUp+{n9wE}jw!J6!4I#7?vn{^Y37MW|7YL~YNC+oMR zUM_({1u^yqezt=rmM@5Em0j~H4poKCmoz!Y+MqJJoG^@qxW8dLN(4uG!RC_!K_L-Je{LM`1(0HQjBVc!dsg3w$NDuxdf| z3oP5L-*w`ASMAC|_-(B2i?|z2rpn?t zSK6n_7@ZuK=V3q-oFBl(OR?Z9v-BNweFi78C+lt49Ec4cvr0u;Cr@N{|C~eWR1~~` z6gT+vwd>X!?#D-&FT%E>M*>?++AHvAL#hfX0sE7ZDXmb`jSJ&b}Y+iuv^-1)x z-m{OqzDSfPyPh|WJ7+J=IsV;iPJ0O+sV-5?9Ya=`mgSZ2 ziO-kQaS$Cl@SA*_ZSL=;JiHe)7P{^O`qk&-ACWaxbAEy2=Xg5FU)O1!Z>D)3S&4@( z!;FXc#4gq-3#IdolQ%ank|iq^k0)O;2-XxeK7dzpALUtAMPp};cB(6nqI2FaPsQr{ zeV!n?p6&0e#mY6TcrHn+8Z9-2u4J!UF~698|1*Al_S{LkNqn_2?2m!&!+1N<&&Q<5 zo$WH5y^l{ELHev-n+c;a&|Yj$hKbkxm7SZ{ z;KWMW-01pZw5>s^_{I&!&x*iqd@Xh43i1D~B>w{=vezh2v)>enOF+0i)@S$Txh$GD z${mfhTxN0P9#=vtl{-<8!`^J0>?s+m@ zO)ts#(9U&r96L>X{+TzV(n@0y@C`Ay5)8(Zqax|@wqbv4%zm9Ej{Qo9JtFN^e&5fr z(tIG5v=_T7S<@GhJol)7V$Md=wjxWiU<_v2yaRiYG^x??EH8dl1gy;-4e4Kw^`>A? zR(99nQ>Dc8&91LXzDMDojPmarGd2GnVYlRZd_#YiLHPsM=DSLBAMJI-lJXKtNyPB zNuG$!#>9C%eYdusx%cV;qpZLy3b#_CV%C4Y1;0F1stn^TBx|nCk0iLpcyEZdC5`v4 zKKI3qTWFmfB8}dvx_c_^F-!@uuV2s11 zr;K<##@559N|-ne|NHR2a(GaKb$UYTTmJK#{~w{lDdPEuB(K8~*|XePu8)T zK*{*D%e9Z{X&GC7!RLPz%dTL%X(CNlj5mbld163n5uHPu#XR>T9G+{mOGVM_5xiSJ zo!H=KOgJ8+^WG@gsh@&JUA=w_yG{^#5`H)F=;ZThhVO5&^cu0a1dOttdmG7ekGn7K zeoFT}qRpRVO+@{rz#Fn&`shmDe`^qQ>x&lPR8&2A@|@Pv18VHJge8# z?kLCW|AYA~2z)@NLM%C2^h?|?<9KHoyiVS>8$^Qc&^Xqab|g83%pOS-q zH`XNXtr2gk;M^s~K7}8a$CUM?s)5mMV3|mmb;OJGpYIVh#HqLSlzaop%F>#RvQPd- z5+sh4Fayry^*^z8>IlvjkIT}czL;Dd3cHOo7IFjOd$40Q-8+9E3Rl#B@?4Y^8(uT= z^&<2~5UfXosgO#fxz~05^ty!QvTooN2;9Y98}a8SSYC^7Pigx(UZ+BRLzsU7g-ckd z2RYkgaSzD7%PM)&(T-h{mGcGXp2L>%B+t{oKgHvNoEs>PrnbOxEiYx;(T*>|w|Y=Z zj+FRHVMmIw`r|mXg%0h>xd+M(X*3wlAK>|!BHyLPPED5%T0LgY=}6+_7knF2@8=uY zH(ZNmS;PMnzD&p5%`i%pydOwdk#^g7=02pTOUkTP+zXGY{$lV36}o39#uIuUf^|PbBvlSdllCSkmlB(1K{z?m8j>UVn-r37 z?kzsI4W5Vcoy@1pVEF>1N4Xp7DL(E8MtmHn;r@B~>oDJ`?L#jz`6#-Uh zw_9Au4$-TPkQ~-?;B*gZUxH~?C8bJKzNIERR%b~5WQ;s%%1-k~#hWs&{}0n^h-%N6 z7f<6I(^=?mb}7%7cIoGI*PMk{hr!}-bkSG3jM8_2i3Zv-69r zc(`LfJP4f%#`^>dj>6yGqz!_7$nzRsxY(SQd|P?0GSgi14jIb0_F>n~)PE63 zWaq>q{9`EzQ|&$Vt7`bPi7wabwKw}GYG=Jna#}X#XZ6Us3t~gfI!phLr8@!FYW&^@ zo{)qT6^f)NN|efwh!ToQ3Y8&aDJoHDRFWv60S#!-j0zc3sSG8NG)W^O8Imb|$@Tx- z=l8$PRp-3#yZ3t5y4Stdv){d+XD$Bk$C`BiDS{hsV8GKp?Tw?wT!p4zS{w0`=Whc^ zO=Zq@*z*b&lx2BO+CE0_F|ZyY+DFiK2E7)*WHilQVbSHR=?b;%2Ktkocgt$&c=Iei zPNn5J@=|3oFJr@1&f8A6^yog6*3bCtW;*mE{XKrpv#4b_p1U9ic>N^1rqDBW68f|3 zBOd7LU+xX1#>1&(4aMlybU&K451CQ=^KU6w%_s3E5!sRtvhSe~J%1q~Yv)$e>i>3< z49D@EFnkJ&)4}vpqwbd7(|d3cnPvPw*_>II4fhx&d&9Ci>RLLbFJcpMHi_1);W8SI zwP5(HXiSHXs@~~{p{GMVYnC6N*I~xG8{)U%NiBG!KgE+YOULf^a83_|{oxl+AIm5C zrjhR=*Yd{!X6uV-Hi54B7M5A@V+=@_+q0mtM^4Mmm2^C8#G*gg@;F|73+p_S{6j`9 z#=4a-${z1CeV%=@sg^e1byznZ$qvMe9nn_AXZ2g2{gh_;X78PeX+=mV;?p@~org)O z@wA7OYh~VMBK9&7zQ3%HU2Rv(hItZyju8rrlR9EOEB6|}awLDWr)Mj+++u`nc+`jY zj%DR3a@I&#EXKcnFsdo~kAO%mqjYhNF$9O6F!nSvWit`E*Eu)&`u+5R)_r)^%%_dvSb+zAbM#B3-_N#t<)IhxAkWy_V91qz-gaG67FSXOZZBM? z^I$I->w7$VTkif@96y48U+_?UXpJyNMUpOt&8-k<4FAiW_Z{Y?6I%=H{E1JqPrIz> z$v3Mb%x}NLpt$k2(`7jc`Og0Uq%Nk(3;zC9L_JZEQD+*nFaNiI*hCqkD>Smdc90B` zeZ*n%3|#1pk}V;r>sM*~pW5wonS!-+^&CnA}>BEmyI< z4^4Yv^{YPlhy~aBbP`>_FCV{`bv=hneV<62kCuY zpQH`^ok~?#mUR|ek6hexq1Ps}#5HI>pY zVpSKGY!-uauw^C=4KU(-F_HVvU$Q3G1KHR8HFVoxL^=glhsAm^+RTv^ar;NOPlIN0 z=jRG#GtBmfQL3bLVDtIx&pz_Q@Go~g2K${}*$Y{cyFDfS&Yj0RyUsJ>ZS>2Eke~7U zcbXpQnDa4aJVeqxxdy&W#F>)Rmk&*pu)2P3c{dUwW7U+QDQGtiJH~ zIQb;keEBw(Zb?TPIlBxRK{u5viqi8HOzlU*~zA`1>2S4U!|J5Zj z@ho=VP2;(&E9Xk&Ima|N%4{Aw2tV4JBX_Yb&mB&IV0yIW{$N&fH5LQEK&~|j`*8Jk zRt(03^Ia)c!PePi9wZyZx8;rbo-3ff&gw_wI$}Dj%;rF{k~6}CR80NM9G5C@T`*|_ zj_+V?p82k#{|r%++F$STSU+<6lYb2^rz+^-a5~;hc%KpXiGmN|d?{WR;^8{t`9+>8 zi6zZtpo(z0MdoWIca+Ae8ti|79#z@58m4vR+PC@ZP?~?~_$I7fBf7^pZiR2r8z-Nj7yNqxdtTs6+cMImz_+N29#+kSH|3bFTr{fPWdxZa{ilf75znsOZNWDwc z%qHj9f+$=k#AT-Li$9a&b?C2YLrMU?G6i$8oTPIGBg~x0d z4Hs2;e)0;*lc9E(7?^L?dm6e|@xn>0_`;_}ac#aVl1@^2DtfV)$;!h#xxRqUdeL+@ zwq=!ATNvg3bXR$59_$7beCv1wvr6*74l(sBn@6(YV;1xih1n6Fo+sG}o{CHTd88Hu zS2=&5DCx#)XZX9M_r8S6GE993lhdC#Rm;+?<|cmaAnuD|%zv`YiS)XW*45edb3p`U zmh2|aw7~ZR3+9Dfm9EC-hO$CO5tNDxc_zM)cUG`qp`XGu`w7AoY5Ke?iV|?U9czk^ zp4}AbS5b@1-dLB~YERKDyFiCb%_nIGU$R%5RBcM<;2ng_Y=+;1;cs}i{C02WQT9~_$=A3yS#7|9a_s=hv8%$e!r9L zg~a!_#^}e-8`(L476-_f`}p8yR$S%NO;Asrx%AWhrYQ(mTIGCIrmyVnZYwB@m5Q?Hs_C1f#N9fH;Nxp*XTMHje+{l z#-3u-7yV@4<#X^%j=2+(sZ&1Q?|iRbjZ>rieXV!yfYF2Gt&%gE%fZRAWg$@#qq8z? z8%-a?w$oXjI%L_^GsWMfu;*P7oiz!=<>A!jU+c{5fxkfJe1?zKL8TQ*>CCekN zdv+ee=%ZP2rsyaww>-@!|0AQEPijD@r>Mvp_#=&-ZnC*=TwbvLiFqL)!D*6IfGJMopi+R5t&VUpmOEPsuxP$kk2w?GHKN z9{T?U!|yTT6TWT%@m1#Dm3;OxTuxwPy76`Ai~nSqb6`-LZmBG_s#R5R(=p0+2mc$&C)Tu#W^kl|*elh{xNq7CK3 z{`7hcmU+sUHAoA1e<;nHJ9h|fb#h#0_U16j>e0vP*%=!il^rI~d?Y`XBBuqeZI|~q zVb}sJ4^rced>!mRz`X4;>@-?t&QAaNJMrL9dbOtSw>F&X)0e*n}M()eeZ15}O-XH1iDO!1dAsSm#OOOy~E9-w3|V zb^Ud6djr?n4e@ZTnBT&ZIdFO#um5M1+z*&7qR(^I6x>h!{u=b^N9Qkb;CEW}6TJud zJtgfSusNU1HdwROQHP8BIdCmW`(vCrmH*E6 z-Vp`Sw+_O2Le);z`IqE$FFu`z4wCt@4k=a0xVA|p_WkXC4(Oe=eBfDZ^qQ6I2s@S#n(Bm zDYnsl8J*JWtsP(X!R&v?pYQxFeEAR?Qe7o0@?U~wvR!i?=|IwvEZ;{i$X_XTwL zNtWAcjJ+ahr@wcSHjwp~m>~{>$(JO(1GlH?@FxvZMXeExZ*^`~whWO8Q#17hvqxvM z#6|49PKNswial{BtF`ueuQlJMa$Z$j`v#Vsyv|dHPGod5bL4*NKmM)(qtwuyz@pTD z`Gtk)yppWgRxJJ@wo>7(o_{-BGo<$L5WfB%BDn+nAKBS0nqBHy`(DL(jl@iEa^A(1 zteW_Nm4A!g@kR~)$FulzELp|c-;ABRU-$B52@EVQm)%Cs`$c@RPemHn$CEtAz8Ch{ zH`CkyTWI`cBE{ z`DFh-mJ!okX(n`siSZM8KRtg_k^UvJzvPYm;8s{{99cVi;kBLyi=4MkzCDc};=Q5lNmapCqU+P z464e;^bVRz^AmY>1dl%iw<>VXi1$J``*_YXP6^0Y#`De)E=I$)vV8|}vXeG5Fm=An zH5ft@oN+l@&%)Hdd3Yn#cgc>abhwM9$FO0RBZ|3Zx>IZ(4#(rol)pQ72{sQC_cLVu zDdI6JSUb_9l?Y5<$QAzICWo#vX5#H&N1iL&6vyD5EKIe8+$HQFPDYb8#*E$7+|!WF zi$vI8Y<$*?km@=moI8kTda?9T5ww7WSu$r8+3h>=a0C5H(P9QX@1*}^wzOq`Do_3F zbq8!anGf6WRdMI!N%CSk|4ol%u`2v=H}9N;=`-cV(KPGK>^~TbC5uE>l;9I=ZiTrsazT@3WX0!1uJqk9HAaf;e z9L~$#@atuK{sKd@185VwRzdniJlTphxf4`c-n;^y51XyBFQB$hSI{~4K1LPfoU=qw zDKmEN-2DZsk8nSAq;{}mlfM_xtuwh_LH8{`*#p%Y>prBzDePDcjfSM9)Y@Dtb2sDrLM)wWyd4D@|3Z3aA69ma&E%!6kbD(0?!t^y3SFD=NhpQi!#TK zbM8VYqzh3hG8KjFP5d>|yEA3*Ls@zPv{Lu_dw8esO768B>+fbb_#>RMOJf17(mSW4 zPahyNYv1pMXTC>dr&uX0`a{mBOy?u%b_1TwbWCcLT*`v%#jC{g2grZzos|{;pU56f zU0J58U3w-~#OxlTFn7)m_SuIp>t=Qf2APi=!7SB9heJFSMh39sSdo$nOJ~c_B}C~A z`C$@PRHym%B6g^`B6~L85Zjd@f2!;-i`9qW+F)njP13){T;`aYMC#Md+lz^V@TD#t zY8o-S{T{>e%IvL9$D0bG{ykBcy{JFJuOd9-)pU0o3fXij*ud`gJa#w+HfQfe;%GEJ zq)&6Y`edzX>blJm*O#*K05%Wy)5!I}5zyN#it5vCklA!O92U_u>)rOp>s4ZK1y7ye z+|wNYE}L^jktbMrLYuCh>6`r+jVr+^{c}cRcUG{c-c)~i^$33LLDnX`-b-HgJtk*$ zV)-;VC2RiAVo@z|ofUzJc9JueP#nEm1z4AMe898=U>JYoGhrot-Bgy`P=deb}^v zjlEfPgn!w=Jy%>Fib>hCnBA_q;yxd?N3nUV9NrL0#~CA?hp%(oAksFnr#Bz{%bGkt zdjTe?Xn!zW)8la+W~5*2X4pMO#@SFmSaiP3_dQ{f=N`?Cl<&%ydNwX)nfYVq9YjW+P8Y}gpLpsGtj%-Sz4W`l|1ZMyY(Iywdx2vYV$BSGI3CBI@_%)C z@?!tD!nBWh<|kg*LDpsTJxz2rqGwri#*OgZPu#4a#Rqixke(y_8|#yE@i%)?s*``5 zf0bp8pP)TQ%zsPjKqLMq%IfpxE|HV(|L2R{+{byrj5XOig&@F>#&u9;D-B7}UYO16bBpR{hC&zv0PB%+39;RE<3m89ix{_VWg z(7ZZX9$Jb09gTA+`RRbS!~Y$4dd56Q;qn2}EEJILyZKb?5`J>JWG$}Vg< zip8sFQUrIhFXv&1WF6}D^jL=d4`SPE{x!#z<8a~!XHMmx2UwhS+qoZ;+LV9rYOd^u zc>ffPyinfAy{4o2{0tF%HXUn-zz-ZV6^rgN>lG1$lW2Lfne0q+(ooDj8rNpw-2zr5 z?+EQ$?Y^d~_$BQ+Z-HEVhfIVXhOhLSQZF+3$KNi~jL% zIFJ5qM&1S4dT^+WpU1jd%5&pIMrlFzW+-RvPf=bv(R`5}BKO1Q49CAEV%G5Lry}8S zGG3CWE5qy`s3*6b>{Tn)AH}8(yqM~~D`5X3YbwFxa2$NAfc@RgJDqWR5#Oa_b^6FI zhssH$l_KW>_@+Pcb^LNMzRoo7y@VsVOMeh4nG?FP<2IkSV$~Xqt0T()70r*!Y%3j^ ztH$&LOg->C>1a?8*DbIx-|VmT*+lQQCc8b|hhs{f%ie;6>DIBA?b+?P0RM_%NI%+_ zg2@PoEO&IejMa7Q?eg;!41JvzrHquWYN=?tp6@zAb`G|^!gH6HA+Eue+?)T01%KlH z(aw6nHOZT1mts6$vA|E8>60E@sb@EzCy(Rf?9l&=zo&_x6}WIDju*p%W6dt9`2D#& z|Gn60CrXvqr_ z?R7I4bi_E{|iPy(s>!aAcjNFY7pAUoDypYwt>C7?# z>aWuyd*QO0VGn-P5tpqA7W`9?F>gSVj{CYFgAH%etaCisI@)YlV zw&Z?oo&`P4OT}SdgZw|?m0dV%9hbFOXUM28iIFn6-`eQMvnO{gYUA`GUS7xI@5RkK zKFe;^8W5kt_AiX}ohW~T#G2x*6;97(Tkh%&!m@YSnzd(N8>1L*{A7gN&8V*%VLnW< zMrRF=9EzjqJ#`LW%;eSo!8;vA=86BCXg=HDr67@B;I-NMig%u;!OM8rhsHp@R8)q&zgjh`Cpn zK2y1$G2VEoI=vDD(k(uF$~Hpp5!!a8|Jmdz&G+>KEe@<_V^9=#8{0b=_be92w2 zqj@h*AdSxiVZlUxBTmX{ARY`ex^>Goa*kA9S6R`Bgk zcARMZ)8X9EQG>+UTA!!4!%OTsmGAPL>lJg$+i=gfm3_4Pj%8P~yc18(m(TjRHm>jU zUh?%t{I-WDvKo3~0Sl|qw+C!Siog1Nu^iK{lqnX{^n4n>1^3#H&a>!ONxxb4Y>BTo z(=zoDzhz+u`X9mSzwp1Rzt_`en!o3;r52{|WNk6;OmKb|eoIa3_Zn7^jvvD&`f2T=F+OD9>Ht!y0gzM?wLk8Q5 z{|)))d0uJY%HbL~))bL7c%zg^&Nt%i7}Xdf&w{}W@4Y8FFLK^r_ zXS^E2hxyLjgQxb2%vP+u2}-?4{mO`op^)dpt>`n|$RGOrDq|O8;RsAQ${45f^eKEj zgQc&?v&TTOru^_L3BQYt>>jz7NB1wt0~L(=fOk?8YA9T%)BbPcucqf+yzsE&vKwds ze+(6U_lnV9%o!ccLL+$LIJl;YZEyZf)#-efVgMsJSw{doBe(c4z^|4YuVbSVmz zh4N9l@jQZ=g}rwlowtaoGkvxZ7X5IynJhhtrR(^u4~E|_EGI7RG#Dfgw)L+Q`-8p0M>2LCWkwsdtVg}E5lDEqje0R7Hn%@~abzsZW@nZS%8akX$ zdhQEkrRDz$>`QIL+4%4oCca7MiX>OYx%hb`%?8U|>6Mzjk5|I%Fbvs3kE3vQ3K_%v z6oPU1a13qxJNH!)l=`W;>)QqMX2^J(WxPHj@j|$LNw;+MtV_33eZCcE9(QcXf=Elp z?N_|NO}738Z*q6<5FSgfuZN+%40B@h1vDEAwXCKgL* z|LA|cQ7V}uvX1*PS6RLJDUtCEElZ2~<&H|Hh&xz*6rZ=nr&LB5NS7DjS4$*33bVDa zN(H-$^2gg|)VJX|Nld0=QmS@eLDy~Omwd~tfP+Ob`#zeMfy4nMeMMrr$z*rlv(DU) zy}d<9dz$_MpZ8hZi&s9umONcLO+K4QqoaMAs```2m}9id_%6FSdcvog%y z81*UGY{vSpo8IJ zx_2Jo{eh&N!7uYMy^$l*=e9nZk96L%M)?^3C&(rxS(UrSkMP#L1+4ACqusD$4Lq7T zBhM>_`s`q=`NtV$XnGd@J!hm|MoPVbsdR1TYUTxz^Drb%BPn%V($n-@vQlv_JCm}m zpdu@JyI$@tUhgyq@071j!I7?*oIa;R`TAFS-c5^b^c!fFe@-NB#m7{|z8rp+k)9o- z<>bw8SaKz%UN3I0=8O8qS|HENqj6R}y<9L8wf4yrntkA$nr7;yBKcU?QTe9ZLpDCd zobn>c*^T=gW}VHG={X$iufwWS`0z!{>fwwAe0CozuE&o@UHharcRkUS&MLQKN4j6l zq{m4GS?f)H+s_$qz$g7O`^r`uM9w}8eTH9N6`!x**Jw!IE*7)iW)w!Iuk{Q5%Ife` z?>yGnvuUx{t5>{wS(NvZ*;8pacbHQJzM{A&D^^FqEOpbmOZ7bZW!it$)l9i#shWxrwVZ0~KC6{1ttE99rYw{=$PjIDIcb@pty?`n`HEf;-I_pCwjM-csPQd zci_ZPV&^X7W_NTY*Z)6zcL2-Rz~gjUU(4Q~Sg;&Qb!GGk^3ch~sSc+tqP;tY^}wg1 z1=kP{$x{okFKf+nhctKIcFSRna3Xgm^9|$x=XDYzWuaP`v|cRkFR!I;eKn}gWqEsc z^2=o|ffYvwtZ=3V%F8ZFk)rza-O|_WRDW`e+uR+<+jV9 zdKm`Rq~ipZZN=Q&mmN-O;nPON0DX+u|P0O`IxaUJ4`{%BaWxh3AU4w&bsZVod1x{%KBnItynGvWrozp7f9H-teHpbBu4ElW?*APvwz8h?8`1tS#2%#i zg$3EDq4;{#r=Wv@4Pv|&N|vi>Xcr1nfYJDe&)=JD*i z=9;I)^?a<#l}zeK_261)m_+^ zYGniXsE>KP4lib(Z~8Q@p?ND9Rx@hWA$`sJyK!eBjc=0;&d0xsyp}qf*_HIO9FyvW z(PE+KDTQ-O#r;g2tVK#X6g6G{dl@>g3V_nr%UiqIj0S7)RK4Bc_(Y+vy1Bpku=`V4!SLa z$qKe+S9|I~mWSd6G^*yT>hvg%`^`kc!&sUXqfu zOQ6?K^c-lOT90EtV$*!@XIIO3wsrCMAUJ&Hv;XnzDeOE-Bp*qOR|{saD}DADWU8B8 zek-^-tHE2@N77UD<@%!ysUzvW4m$?PM(Id5QD!-X&0~#IL9F+NdNEc#DCSaKyPD{| z2xi~Ap4ktw=}WuGcunatm-Lfxb_lEH@aS#MI*R1-&izAHzKHB~d|n?H&!EdLKFD2) zyhIr~fq?Y73c9vk@-58eL$sd#OAA8QGeFM1HawU5P=BCc#I_Ts( zP=EO-`xs}!=~>J@nojSN@`Pxr%PSS-_y@^9SdMw1V2)hCYuQb-6hA8S*UOIoP~n2ww${TX^FPmbZ2ONmt+Lc0id|G;UUXdDX5Gx#uj^~z#lt{{6E??_s7_WE}* z*$@6r@U<~bX34D=x@M_>qo;YNq$tR@;BSrc3EQ7_O)wpnrR29SMe64w=t5%+F~-~C zGX2)CcKmcRLQxp+?+T)YBf2>vbKg5`I$1oV*ZDV?U&)wx{yPkkscO+5rz(iv;n?#o zA3TIPhvDeo@SGz5mo-*HT5k02-RwL|9DWI%bd1~S=uMEV4%-DRPbIqJ%og>?E9AJX zM!%Wu`}{r$VqdcC87LMlnD6t{pgR;#Bxf}(Ym4)&a9a(LSK;S}qHl}2?V18kRyUvIn?w5DW8ejOUNza_ouP{ zaR^>*j;am0$@2COj=IIG%W)u2tx{Y5L})jodlQ-Q2^n!DU29@Wo>PvM0oUV4YUuU! zQ<)xz$X#80a+Iu8oSk(=@d6Tl;ER%c+}}7~vEl&O)-XnUoP3i$NrzhOe9d{ku zokr=muvJ$346}Zh+xp_iX^#9;CVfDzPrTkh_f#{xk94S*=%4_$q=ykKt`}9v8-PBS3m0$Ohzw#8c znRxx#Rn213dWq+rBKSl3=Pok#LN=8(KJs1(BRwqh4u^WIp1|(+_+pl zud;Iw4qWc2&+%{%S&xX1=Xtw4|E2Qr5|)2z{B&UcR?Kf;eL9C+A#+SM%U6}(|L}e* z@1^J2A|vD}_hHT}WSqjV&knzQtGn2ErRe$veob?wkWN6q;&27mc11-*E55#wHV3it zMizXFNApO#ry$3*WA8vCq)ygVu=>lZN?xbK*h0SVfDOqag>hn=5g&)wbd2bY|Jg@! zDnG3iovCDTp3hT}U=!=RlC_$5I`hk1xp5Ldj^N>=%?Z2xo!ZZ5u<&Qs6px!B(obWs zW8X7QYJaCH(J8#vg_cwOJTBkNGIKU_d}=Gyz@%p&`vPmXv-d?g;9WLmkMLaI!m_G! z7(V_3v8uR`+4dFO$WxnJ`915|ucga9FrQ~$t|PMBc$Kx%!Te8hHq#_)baVGEwRBR~ z=~ptd&bU1LYm!z4OH-kGlenD2XT|7qEDIkd;{_xA>ik2nzO}%q*JQN?tVzAI&c<0FlQiYqT}GQt!b9}_ORhPbydHF&=67cq?sGPr zM)Rp`EG~a_m!V6DkUHXg7G_t+%RP9P>S@=@Dyhg{pQj%*Mq!Ljm#j(7{*|O^t_@NX z=^%`&>UD8)vKs0U94=4Kfh>AcR=SMt4GVad3d6ZqJBLTllqIJ)@(o%fE*6_vS7A|0 zT&;?MO|j=4NR21`ecHFD#Yf`0h*!BDTgTF^^iAcreCNJ`y_aHVo<(KmE9IybxbiYi z%phYhAFYJgX#V-d8L5wZ3W@uZ+nC=fiNW^fnqD}So>Cvt?>_PHI6Jc2@ngq)k0lQq zqk);AkSHtW^;8&c!vC9${xCc1@!SmjTuj$lJoY?p<$GmsXjJl9vU9r4Tx^U#p`Yqq z*`=M8JMS2M8g^%wz~vAv42P3o{<+_SMA}VI{DW`Pp(OQzU&p@dj8uWAi}A}q@sg*L zsg%&&oHdQF3&ZqxzI>i8v!QhY+yCW(5n?~A&I+b`MNc2me2qD$4oTk`tuBQB!TIy( zveW0|F{C%SXBlN5>$6_+SL|y~>X)t(hOxXhujP(P`i8E8Q%|3K=lwGrbtk{BbN#i1 zuGPfd`Np_UPN?ALauMWwX^>*OJ|6m)&*S$=HiQsT0_Y=J(U32Tj+Dj$IHR z!WV_l`7wza+UH;B4>FJLAmA5V-;|r{9D6b8LYY|9i9oTwST`F>)!jRI=_#4`F_-`G2 z^BrYBT3zCpJWojV))VEY?(A=dv&%(lQF*0=TvCx{4M<)~>+DTW*N*hoNyPQW=f-$j z5xNh{gZue+AKVs*x*7aX4t~pIpS=ZF)0fHcYt6oIU|seq4`F#av*ZdZRncF-nNi+( z9Ai#(M81Q~#^oR3(1Axg&|@9Hq`PW48SpH!D;ePluf{pIJ*;<={Wo30nQHXw2)Wc( z{@Q%=2Q)8b$@MHuwc>LepUjf_vK9IDROqb6qJ=nhF-`io_IcHa-_h}SQE;w#^Hy2m zD15I=+D7AC#v8rhRmiI)W|4HUTMVUl95amPYxwJ6Y)TEbRJAWo!fu}JgsUTYqMtZD z+VxBYQQpgJnV!nijlGw~ABnHO`FkqNOVGTpnEVN=ikM{=iOzoP9w5Ke;GwqSVhQY8 z!KJcKTaxg*k*<n(p!90kN}KdsO7)48<@YYoJpm@^bGHxcvX12l zxhYv7-GH}FMQnRNyR9WOJy$159HbRNE^_Q$_G^FLarBJKj$ z3T1fXIA?qhqu=;)o&UQ+q&P3PGvhr=+k=dfO1j11{~f0Fl_y>#=R?RYh2T)k|JD%~ zk$3{@_hM)Ex;H2De0=yHueW61Y6vbj-c2HVmF)Bk1XFKt6i>en#jL~1-Sh0N9xb2T zWlnqE`IUHU11xQhQ$YxN|tlcy`` z)ssGyRh;vpnC&Rn)D?Mu(Q=E7kt^~4umN86$xBtqpYi)p(b>>A+2_&4 z@%6=I8@%cPkITpy#mcOJzD?#o8ROPNJ9oOW^1P_LnJcY!(79dis04-7gUPeP%UIu^ zX8+Rj6f!P?(o$F!<+)TieZzVGIra|kZsYe_K1rRUZ;Y7EqHQ3MXCQAE9C?ScPa$cY zD0zvksqg!{C`doUbNKI0*?TluuaUA*7GKMv3fPwQ_oL}>7pv>>!CU-tLqTRZ4AZvA zG9Af(5>kozGaPpVKF`AX)FNIaax1g`Vp2{e@kHKSE;=qWW+TkJgS^t>^FWcBd%kbs z-6wEMCDtuwy?po29-4t9Hh}MNo|y)@P4dhx=wE<0CHUuE49z`;(xNhZ8vi2k9U}~Y zXb-ri(nU+Z|HbGTJhVZSevF4%+i?@09c7e~es>TJ53+MFsmHVQFu%L-Nv`u|o6C-t zby7v^98%shx6H-S1I79md~&ZGG@d@~;Xe=azZ4rC=$o~XqjWy)G#95+bxogS-(C$!oyWe^ zi5iMYsh0CLR`kaI_Sl~1cFny%fTdT9$z$o%4ANWul=I0R=Vyh=0gh+~n^Yy)1mVwl z?>q0F0=clFKKai=_Yu*y95Qtsy&hIK@nq(L)Na`*AN0YVmZJO^od3eSmd;7)HO^(g3?2f#X%I=?K%~XnzX- z=AID~-99#spFY?ve&?SsUvPSc2>&e8fmO7mldhEi~00_c#7OHEY5Sj zqBI`IQ%AX0dWBu{<$&zlZ{)qIV*e9ddIlmN%U-#UlRhlZ8RcWrsQXE3jg*cc+nct|-mk{C{Q3D{wY75g+2y|BPQswn(3>J7lB|>^=g!x5{~! z@^iYNtQ2AYiNlIriw%Ek6y`Nf6?e}zdxd5c1KObyb2^| z=jlGI%yabg@4F7i>-sx=BjT%k`>Bl+|Ka=dVrLu9q-XmQEJ~l{bdB1F@ilPpGc4LE zx|)jptVz#mz8dt(Dwos=de!IK#ZUT=f5MW3j5mN~x!-oVEV-JdSuNa~c3JOvi~pN? zue>aAKlCmUA2%5L0-joeJ=sO@s8>t8f4ifydio4nUc&pSl5z~h@|3f;ncy`UZ9K~_ zaSgW@7SG_^>uhPx-&u=UNz{y|PwZP#kRzX`@yW1!kS%rDv4u}=H0n1Z=}3M{H<1g> zUFnKD*k}*2Y!6>N#=QpP>wBFZy>sP=n!H$2esgv-v*j+^9j__KCu{W?ZHNl$lTPp28In5Jn7MxDmAA}=JJ_8H7+DF?%|7zY{sWa2v^duo7t-W0 zcISIwDm*vGi56mI5{Wf=Gy8$Mlk^lhC0P0?>2rfa!mZc#U>>Dp5w}O%0}08!lsBPJfHtypV5?-#BI% z&m8Ccr(j>+n8~d9rgyVwco;@Q@#|Rp%Kg~#GSvCFlX~5$q}GHD^~&s~u9$)~qwx?*>e*%sr*d=?Fd$@gM0)pD}(X1ss>9rHCDH;{CRjCVDu zcgbjP(!Lw6HgM*3BBu%M!^!Ikve{^OMNXU$Bb&cpVrMO3;5EN1^&n0>v-Ii($`^I7}p$5Cc_>Sr?`w*?FyTW*8-R)Ym!g8Ei=h?mn*0^MvVE_HM<(^d?*h zpKY{l2&>yM;aDvE!7&TrGXdLD-QZ3$)e6#k^HO>cPWF13chax=0s6dvC+XNdndPPM z^nWbNJ+L~kx}P7<`xz#u^1%_fcOJjz`~3)UT;CYo@Mta^vd&<+%=9!q9AUK9 zt}yoF&5n-S3(vyNs1EIm*c%z+S)R3vx8wV*teT4hJI!;oMa{1w{2fRXh3OS=tm2Gx z06K=3Ut>-B=;evam16B|IHbbiRU##85&nZp9iEuw3h4#8sw5qYllUI}a+UKE%ytegnJN7>s6 zM>fFaUiOWUsh*|(tp&XKfE^c+GSXN>NvXv18~G(2EYq1Q&o=Afbzzn*hu!{=-6nee zDER)q!m(rMaVXm-J39BHvqJ3?Sg*vyto|P=b3Dwef3d3zY%_K@m~1o8eGiFzAI^Mn zrSr4aE42%rrcY^Bw!o_m-u(s(zJy=;scbSrD^}l)YloA5G8r$B*qWaELoJmuQ^zx% z+Ha!SKx2)=jvruhuHz1uVcI&XhzQ7i%3LF_fyO7SD~fmT$w)Vf)<4KP9&@J2jT6|o z4|~GShv_y3C$oa$bD3Z{27RHgefhB!9!w^p@Sthu=H%N7o#A0#}ZA zwve^R>rpVt71iOgS9kd-y`K8ewE?RSHR=GqKb`DSzF+kB|0E;y;NQt2Gc_-3nuQLR zA5s-7UEhAeiHV{--zeJiKxs$K#h6>2Sp}!Aa9$tL+tlab{pv6JtE z|5rb#jd(kiuGh1oGC${g$&>gpm=^8$dJE>~>Lhp6i$c7-T=J$Xh^yIu2YV|Nd`C#{ zpKC?xlcFU3x(~;ltN3BM*I%)CG5asXfCEWvP>`on@%T85yNa#ZTOI#j>8w=vPxb1O zvgm7OpHEqv?qQqBtN`&Z*l>-{_u*qU3E^gRH$yU+3|Tole_(>2WR$ z%0TO9bK_J}ZZl3N+4yVxZtist<7B1bR$P9{r|G$zS~CyGL{-?Z7!K2&^B`2#V$B7t zSr75#j_f*29pF_W?>~qh!s>z0{g$8R(srQi)QHDZtE~qtZ#HY)D$AsTL~58l=B(A2 zU5Ezh-jK>vU&shI(&rGi)^=p>y53VDaU>LT<-Y)a+x;|PZ6WfK$AZo~G)wP^EzW-5 zxEJEa>&8sg-@+_zZ?xO-EPL@6({eHfe+Kh>gDlOvSMkRt?~j7lnWC&5{L&|(wd|Do zNU5$?*uTr=)ECK`!usrq+$dgi7xo-8#@A+y)I=U=yj85vp3Hn(S}Cub!E?7bW`}E_ zeza;yS~_X07Onl|rf2Z6fq30wyy;||#5D=-*xB&4h77eB6kM2jcb55I7a0>1p^1zBhtsQ=fGaA?d=jgtdQ&ox-$Q zFNZ83vAwKT8%MLE^D|L02)^H$`O-E1bErJeH>qCRkbjFow7d7R_xm$`eb+HFv7{bd z(n)7Bq{q>3I&A-kUFq`qsqy<@`6@9uMUK12HO+iiK>gv`5VxD)Mo&j}g4-r~Oq5;r zhutJz+#=!^@abe2|AGmd<%ALD*>bp1me+oTc{`r`jknHs^?xSMo-ZpF6ESDvOa=aW zocF4de=lEuLg%Gs#~*O5w)dCv)(~=v!hADLC&79-8I9>wjNU&$b)5|Qwh>dk{t`2E zIzF84r#Qylf(cn?*F=;z7nRvvvX)I%_;vsr#uey3jQx|zs0YC@d~$;kZZjusD)>e; z2w#uK-zRuv9$qxzp&!j0bJ_V1PWEMEYKmVY@`m}BiY<9|RF7}lLSq&!cgd;uuyi^e zZDQH^^a;y9$BlHO%G$dUqV#prp7d_MQ-0>C#yp#~XB#2Z6f?6={z5i1muc>T?ncZ> zU7hUWZUn7o<@=*p{)enHPKGLuRekYt5`OQ%;%P?zfR580dxN7UVoN>JHqqt^`exqz z7EkhxCcUe6`u8rM41;%P$6W%I@+?XA%`?hW4!d29Of%l6a@9n4 z&(HVbGS4!SDZYlyq0Smeiw`j-7mc7Z z82b-~bNYXDlJO6NL9WlU$EX2o+QK_efY#D(0=zo2pgRk4$F{FyI$+*ZdTgZcu_R_! z@>Cd2bS2Wskwxh{pFYvP4VpE?bE6=hf>1DR| zrOW3=%R0Kh#XuP`G=dKA)3r4Jw&klD-g}LVPvpZkyz?j>QsXi6#Q#0@ALP6l#yk{z zQp>rt?3{{Yd73g2hLyx>FW9zVce>JM7xgXpwh$wqXKB7kp6*JULW&& ze>pjG??&;s212Ry|Gp7A$jANp`Yz1t$CB^q@|B!+sLWLZIz^n(Ro+Mq(d@B6#))T|ZXMW?>zy*$Hx z40c&5`8F1&A7&8@ZHZx9`1)C+RyNummTVzyKir=y@4f3fHJu2S@yJklVu)xz(7cdN zP(4LlygZkzInI2OtxZ_b48!vj_i@(j;qwl1XK#7{lXK8rr7KCoS! zED-H~Vo2)Py)P~bIlH2G>cl^(<97=-4lDRJ@&xo#C9Jd2TJY4hd|$O7%HPB5x9EB~ zzug7t`ytto-k*xfOX*%7d+u}09(f?oYlpzU8a_sm6kVhO}?J&2g&#s zA{`xBi>253yO!DFb*QH1M5>tF#k#}A`bXm7C>Umc=P+LC0-e$r{J1Np!SG9c@XN8W zEBQx>$JFXQ&)Gc-;=D3VYqB)`_5N^HEfN1G)?G&G{;nwp`MHw6FT&#NrOuP~(GYrx z2JNx34c{-}`^;`b3g*O5#MnZ9znc9o$wN!vwbl9SM8=8EPfxP$BK~k=^k>VQg1DQ5 zeINSlbz>jy*hc2L1C6)YRYLCm)TQSf_8fzwpTRPB12)6yd!Gz7ZZjUb2u{~wPp)LI z6HWbSI@o!&WQMn};d$eKZSEb0Z@0QC7$y$x^v-CKS7X^fY$yidtPE%hrA;{gBH#St z>L=A!QvIYan~#IVdVEU9`()!gU5UMco$H*Dc)LcV{7%0aK6w;x(s4U?T(g$wB*z`+ zys!D>9kas2bjfqkE9K}_m@tU07dkK3e>Guyw^{4~`c+^_`i$iXNGh$SQq_^zn*K+h zxO&T;)m9M5zV2UO@T{zmZk(ye@(uil$#^&8_B5VK7sdG)S(xQ_i?vaH9&+X$OnXec zzbA^Dp|NAsM!^W6bo~PRj@?S5nZq(!<={>$16yvnMudd57O{>MRf7nzMke`?Y1WZm(y;Fol1Bx9E6x7j?E zE32Q`bBj;Yd94JSy2=Va(5N?Ve<~Bbg$WJBM!LK_$jbXjyi_KC3YNR+m?t7n@pRT_ z-7c~Yg>LHiXpM1v4=?r-_YYt*TRr1<7`f)Of;qj-= zKZcgauyPBOzVN#;d4r7JjFsuZbpxM1jSaW3YPbwIhhD#8X1b-7gy1|}$vThh6e?!C z)OD&tQg+JSjAy%ip8avD*z}tGakq2QHDQ=2JJ?^DIZ{dGFXPT8DR1z=e>lZ-$-2%GCPK{mSe_OkMfDq!poMBN|np`+B;k znr-KTtH?VbWS5Ftg`|#;B z@o*r#>l*i8Ogj{F52Z=ESf6T)&uF^8>@$IG$H|%FG3`yqUQd2SGi$1uTm_Q@&Ce_8 zofRX)MC>;(YlNE(VOo~|bFG>uI)}5WF3Z#T@GI7A5t)CBoGV1@0%tu5zYgBHfTlBf zCi7tW%U*BXO8lL=59!m8om`vPnJTP}F=znK--t8&nU$tsMQeF=pZGjSMy-MCx5KHw z{I-oH4~gGW-fhpK+%4*flefv$WsP+QEK_;49evZ4>~|c>+MgTgT7u-;;uSj~X zJbre3x{J<%WS+uj&uKjtd_dn8>`EoX>sVPxKFA)*+$mc^r+g2sgn@r!NLJ_{g2CJ5 zpj&x!g!o=Bo_F(K?rz@AhpG9VeTG?2H~=mu$s4IXccSAT;LVaEEVZ=0_9~V6@5aH@ zN589p*(V#P5O37w-SyDuD}nX?|D(W~BThC{jI(Aj5YWUq9}_y|LK;K8F} z=U4MyYTcbHAOA_iPmHt|R*Ntz-KtAKqqwV>VEUg1iFqu^{^%~wSj*G-)?L}ixdNMQgy(3Snz}>1GZ9;} z!(p3uCefg$Yvs!@vbo;59jrd#rQ=cZm08Gv$G#hO_TW!A?<3%^dx^39j5T> z7&bh}M+41UZTa&tUOEt;?(zE{5!?f|LwGWMPN5 z!$CAi$NI5&SzT7$K$p}6s|)9MeVQFDU*l&>n9U~jA(2!a+L@0!@Zl8MZ3NA`Lw%v_ z(yhR=@A23PESZBvE%`Ime^OQQJZwqr%Ryo^odeEy4U?_}*)e>LcjwS$tXx(@mirsK zlHU(C=KXx1)nfzvdzFU@@$~n`e3#Z|lea~_ewx24k(B-6&0HyTFYxFX9Lox+o$MKC zjC2xAmD}QQ{|dsJX}Zl-SNeL)Hr7vmF6X0*;BWyepWwy8qN^HjmE@Jbe0IGfvj#YP zN)N)(P(2!&uNpm16xZ-?S=pqoSj&CArDAZpS>j_O_Ta%^jFEojt06R9%%uN(*3CDU zhwh>EGO^WzrpFrjOc^R&#nVyk9WwuxOLyYMeEL6!yZbq2F;Az9K`Zwo%AtKjjZevSRRoSFJAU3jk)y(f#H1M&A~vii#=bqcF891f10o&9g!x;aJTW~Zl1r9oK&gpDAqrQ@N#&+jTN~c@F*Ts;pJ4O zE<|eX?Hyu-tQ>3N)$P!{#Cz$Ika`bii^_FS%KqxCUU@@4n}v7Zv8FNHcSHFg80@1* z`Uj^Xc^y|0B}Hg<)l~J#52F5Ztg275Pw=awu^!;V`FuUuQNP2pKXkt_e}0D@FZ0ly z1+&UK;^aZIQL3eWBx3Ktk5%GhF8_RMl=?o;)47%O+DPL^Fh9GVQje`4J5Hl{)@b&J zZ381rr^|3?JWA`G#vTX#|KY@F(RUDje8^+x!Z`Pi*UL|ZM8$AdX?1QG4f72k8}Pre4Y%SmCqGP{lV+ryxxUY6`^!IOE;MBPm-C^*E-KN`{B!p zV&e%%o-KkOrO7A=WF_z_F`t#6>Auj;wMq6XEEVC`7-2}xIWV0n=VV>> z+p_W9G)$MxaTr>RAIst4Cvg2mbdQleA0W9kbY6zV8v2$qkIv=cyJfL9^f-gTV^EdYl(if#_?f z;bhYPg~rWzoetbTW8}-cxD8idGwO@-$rc`4j5E90nTmRgFt`=|-Ab42DEx~}TQTDh z-q~a39P8YM=Fj3J52Mc>IpsT<;&a@a=ye|)nCzvBh? z7iH?}?Zl|;3(PwFuM1{{$}sQctkhv2O1FJM9@Z$GX_xm{yqyzm;24 zQ~3zvH*mz8xbhd@mGZg~Pv-tdIzsJWP5Rkn_v&gkH1oTt|I^o_hn#tk$W8^_>b&-; ztAP@b&HB6Xn18Iya~z*-WI+StwSvPgc&EqRv#u3CGsbJ8H~T9l%FoM;cQEujiPfy; z8|{e3#_r?atHwSAyphwvG-{R*2CpD{Y);1q37kX)DXIaeNTzSGyT6E zBDn|In^#MT>-e{=Gqc0wBIxf2w-;%h`k1-H_At&YrNvhIEXKM#A;_wptPJ|sHRP`> zX#nG&<;`3LwKeiO$Y$5&+i-|Y;~-X?H7yD}^Mve|PAZ*P^c6dD<#na=vKKOY&QsSm zJ9*v{#Z|m-)RGrrTw%vTS*kr#91lmEWmNc$q7fFe`U$hG6$X#}6*Z!0A^}A8OZ= zI~11L$#l3ZG(p6qCd_&4s>;i$?mSIC&lBYRygnSJFVOR1-q~lA9@x>tdlf|4J!YZ{ zaVeE2$Fin`eE1fIekopFg!|<@^98Q1XIB-dZDiL(f8`lbLkQeLN-9!ch(m9QyN6_| z+>le7ZjyEl7 z-v$pF;cWUQ)Ma6LcAbT(J=ya)S=DHeRg0Z*YBzgwSN1G(+o|ka!Mi8mV>4N^qLH3r z%X@NaJyHI*S6|6vRp6T^myfgTIY<)}myf#cV<~;?O z?H6$M zW|X6Izp1sD9wS=2%Qx9q@&SKsr)Nk1KKy?y-3ho()%OSRRElP#NKqL}h6Xf9qzpw0 zQHZ2LL`oW@5JI6$NrO<4B2pA0X)YlWX;3L?pr{nm^Z$JB@BiHA-uu4i-DmH$zU#Zz zKJPhuuf;w`>gguf-6Yx^ONy*Md6h;Z$(wr-qgdxLl2qecSGN zQoK!e@abBocJ?vko<^G|dCGmPyb~MSn}K@r(I%%@o z_6t$#8Etp6SQ{1(2a|X8O<2@6&I%)J=clJ*Lh^SW2=&O@LEHObUdOqQ;n6HDD?@#~ zSn<5i_rauO#VI7h{N(>SK39m0Gqt}&WO#|bnNyNuY73214diQapr&i(b6G5TnDZ_A zK2f5H_sI;_2?Mexb*(6I47<XXuOdmRkR!}lCFm12!9u| zKq|-%W$~MFKI>)A6*rzSZYj8aj`3HKyQXLpy!ZNayD>M?^B$v(Bi*0udaMzWLG@;B z{vpYmFuqAVxrVK4vsLnwwh&vh+w=#=O7o`y5Wd=(AHls7CT6YZ%dGbmj-5`TU-h4r zURAaEloaipd#Bgs_}`DXknh4-5s}@4Z{hzs7Hvk(hj2VuOl$JPAF%jRES`x?|G=@B z<6p7V02++<^OKQ^<7joUWSw5m)HdJqbLCMH>Wz*1BrQwf|A8!&>Sx*JEt3s^BUlYhz9!$2|QcA7BeeR>k%y z*fxkY=fNZExBn(lPnx6(_d0z4)JPK?dmOXM(D@W|$$cbz2X0%9Sqh`J(EkOaW^cv6 z;>k(uK9{d$pUc~@zTAB9fVRKG>sXS_#Ir~IpCqcBU2t{tGzJ_fw(fxXEEqPxp`yIH zAB|q3;eC3^GpheYrv|WEs;7DEljoyl*|iEp@*LzG5#(sHPlx3ky5$-2Vfy&O46#O^ zzmp^Ni|UYfjehdvH2ZiiWv!QaOGhYVWyU+C`C6R6-|OalW0leKRPkZftIHR<^Pny4 zcQz|LTQD2^sC8Bv=4S{%l0B+G7KljLn^7SqfZMnLx0>m0lWG` zYb_ZcW%bVRe8+hg!F;&m7m;HkEgqrYT1e$-^rfWg4C4+EOdaD=tUXPOq54a8l`bOC zPU9p)(HNgzEZ&!QMxHS-UcD>KvM9$w~dv||dj@+}{$C#_kF-MW5kLa0PEZ>NG19@vPZTg5Zr_n7>uBNka1)g=C zQL4)6`P^dA8yGL zo$L|WK{JX3z3AT^m-Br8NSqz3%_y2JrAce?c?BH%k@E|fe8`@~@aR%F6>=qUu~CO( zWf#4-hUG*OOf>W4S>=g%^({;$h{6|<@@IaPJ9#}sp1S%Q4vD|v{2fZ4@A%USlAgdT?}KOqXI+ISN8o0@T_o2`Tc2;`^FQKIatk^0i+E%I+5|D*KHuF7N$`VM=?V9z_4nVkQh`+pv+PQ;5sY*>tL zvuRiZr#ksf6`KtZo{Z1AVtNOgX0Yr+Gi5nw{lgm{g-^17e1~;;^12^X;)NHn^Y><; zy)2RY=7}2Bpixx&JX=e}>wRgS8f3{coGMCJz$Ce4TCv$@taY&Cg=m@#)jvS00XwGADgX^halAJ*KR`NL>3^sQ5(i9abzT=ZG;?vjgT!#Nw&}ISMCi42fF>N!xtzdzM zxcnYlO(~G}MLcS5l((HfMGX2$FTX=6`((c7YpK0+h!Im=CN*924EqqV=5NvaV{FJ1 z^gqlyqajulf2Z(`1|&5a%o4Qu3f=x7>aHU&2=T z_O=QaZ#BX%Ec&P!?p2YcyI3^d|1bIAE%e(%!*Sw4_E*TAV?KtR-J%#OKI%G_DWC zv(zjdN}B8WOdTF}7xv%Jqka`1Ccx(sS}t}y^)d!r;a##d{Y%>hX0L-FSQDa^osrCI z=lS~@Y;%8Pp0n%gqXkQTAi_Ms?u((GSs~Ynsbu{zVDWImjnjiqsQ z8e8Tm|9hfTDl;yD{n=zW8YerEKXu!aS$7Hynz7NVJm@<1dxiF=vtjZ=o&eGLeCZ$- zN(J~6V0$}{ZpMoDVo4?JU4rSu;lD)$pT$!~IiB26hwJ}FJ?43OS5~fVto_CANi4jJ zo!@cn1~y1GzYgrP4*GQqJmx-@8!PrN6w#8ms;<|`&6&Cbd1~~MS>+hfFIg$GUpdtZ zbLE~V_1QaF%^ccQtCKLgmY7$A71!Wna#=jcQr~I4M10fAmhTkTx z+wa2mCRkVohnhjJqR~?CJbQ+F>T^Cu-b#u*C-}vfsR4G6UQ6(_CyhQwi+iywJL~p^ zcP|#qy{{4?SLTF2S?hW>n`HdNhhDsFKABzfpD@`1<4;Li-I#Zo`|cH2c8GtQ^q2jI=U`5E`jq3VOY!Da(I`*% z{^P|Bajv_O%6L734?N9o$tIqw`F@zZn`eBW)u%k;Gyc6v?6^TxPi#MpRQ<)n)Oy@V zw$9ol&%$1;JW$K4@Gh0k^K5dF*B@d1%TPJiSu<#GC6r1V{eBGV$WE16zb;*ClKORL zw4uc|jDOqzvv|o=$WMpbCWs%#@2}G0GN>0NdsqGBPSb8|8|Uc7>^5C2Ihj6BncKH% zS4W$FAasv$pL9+c_&iFpxfs_Li;ge@G{U!=>6N>nGsLt!+rH5ZQo;Xtd{1$qBt3fJ z$RzFWa%=)VUQLQJB1{8qe-mw!>uCjyQ-S6dy5;Fkdm2o3q#fqud-XWJlAXz|^qJZ~ zs|&6$uZHlyM*9l8>(O!)MBdfQ+jvkH8n=n?Mc_S99LcrJGkh;AnC@h+_jp%Py=R@m zE`JBG*~`Yi9OIH#>kQ0UYtE=m`>K5KAbjWm@6^K0?yjBmOf>(S=iKAWbLg@kOXu6k znXJ;3Oq+4!WVT-9%n4?w0Z@K~cUFSrc7G@HhF>84v(b`0@q6cFWq1u}4G{;DudfTq zD?z=Qkq(7pYR{aC7xf{PyT7f-zY;oMk)|~%`?JFk9*}w%$&IoYhmFK<8AZ0J+3c;aK8WM4tgnL9K&b2 zLGNQojbhQ%t;wCIPehYX_~Rm67^~NB*{+&bbNGC!lNVuw2}U_qA6e&+TEfXJUlTj; z!m-}^tB;etuqaOh-{I@YN`4NDX4TAEOivB7TqUPw*B!9G*XwxfprecD?dH- z-^5Km5mWf4b9>Lrz6v5zAY&>j@4(fU5sUuWl&!t znq&=eKU{0ZBFXDD#ox1NemU!YrPu1DI8ZEEMUQd(>`H$37df)e`8O7W>57MsyQ0Xw+k?%0sX=%()_q9BJK3q1b5DWE$5?cLGyC!Nsx(-O zF<(J^yZNyj&#UA7ief^ZXjde`d=||!m|L~FT9kQ#KDX=VVzFxj6rU1LI$}}g!duzq zH@y#M^&gybg$S|?db6?UMArQdX8+Om7X9w@$$z+9&X}LE)LVKvfK5iRUFt%nZfh<6 z)Q|=5$CTT7`;dZfLa9yC(viiY+cC7fO^Z`ul5C>=9DfE&{-n!6wEPBw&p>cAzp7op z*=Nl-H{jt{JT(;-lf8Cdh!ufxdouRY?^)*iI>ydUr0n+Ch6C5YGI_%1kvVG}C*fu* zsF!5*IyjK^8s~~ZWihn|D-31R)Z@F8ZmE@eGmU;1>9V$TKe1@97@oDWBaELMzb(yY zE!ie{G80KR!6oZKzhJea#p{fA6UkBwc{}W$IQqg0N==LAkZxAt4(>r@|vUcMn zC}*{LNgCb6o0nk82VPCp_D$Ci!| znSVaUhT}<85gLy`V7FM3`}kQC`z1Y=!e}eLJc{#|i9B0a<$ai?%5zh;DGsB;aR0#P z&EZxLRz2Bs100*ebvqO*kpFESF-z~sc+-u1`-pDMaNu~9ZzrdJ$Tkg-7H}UH`Fk>HQtY(wd;!0V*m~1ig z#NS;;Su85NF7R6L{Jk#(SN#waM}-E|fIRmrzK)-67;} z0H5jlyA4*O_}CwMX-J0DSvZUAc^=vjH?qTPC`P_Z#=pGF9rW+S?{A!Wmve_WwhHt6 z)9ghOC8v7wHH;Qh|25*Lc)h~kIxLoJrBiuz1rl{<(^q-+GOflyBKfd-!>+Zl58}zm z(3ng-i&!`7Qf|es79={*OqJ(Pz1Xo8OHUSWZe#sFoO=RJJc31waV*acl4md9kDB3O zsy@%g;Ys)~6KDR0;Wwnd+@}xe=T}EA5hYUh`42}wC)0g&n1~mP$y`HZXem-8+r?z_ z_jSB;y1&_S??w^}hSj=>(oU0$Nk(GL8nV;n-2MwGyx_}Aa#^DyM>R96_t}4bcWb^3oX8f&v2S12j(=~ zYRR*@dH<7kMRB1O`*fq*k8Hfl7`b~l6IQpAW*3Yq)4n`(59NbLKr?Zztk#LrPmu8q zsLY{7QQr@0`7LV9)Wy46i!1cD+HY2pG~$D^=~J4Y=bqNjc$}Ke+0l2H*pzjTt08oz zpGk*Re;iU z{$7RyC-RIUK2K)ad&rQi!>KCLoNu&(Qw2xXvFbF;O>LkBSo|bTG$B)Rxn&K*Uo3pT zm^70GW|8|re*3m}MX@G(uhx(u(eqL5o-<Hd7>@!44iZ1bV$#vWBycC(l~w=Dz&J1)pTM*=J;#0i*N8uJNS$5uZ~( zIazDo#mCe*E-fad`rHQbAlF9wi`5PE@)tZ>JG&cHlMAO3*7jiClZ}==@wXZ=6`DGb z|5!aHSIcg8cwMx~Zmv_s)~SxHg5LmW&eu!Upe*)DGJ+kAr~6~kTqtkGhU-PRHTq4Z zuG|B8)7S%8YM`@{H~1|W%@er}^*??x*X+3lrX|_35KR*+ZZOwx+wCdtARPbA3Br-?y8UH$i$99!YMWg>htTd;GS#KU zv!Z_L0Op?F;pENAo(Dv$t7w!gwGGA8sSs{&tW>DYcm8s$k=;>m>br$Lc8DF1v+^9D zOry>IKEK$j2h7(qF(z5lZ_#5aJ?!KGzhh78F(*^(YT7M?PM#H<>+`N`l)YtH?~!b_ zPq6*RYS4!H*8QFw$>lx+iz*oL8=R^~?%C}0A6))%{1EN`^S84x zxA51gJRw!Co+ZH%GmH z^NP%msVg#s?+{*Y#rgCBMphuB3`N zKk*~?rhfN#8PAx4pY@F~NIdVVMJH|g;KsucyArk+YFXEOx!A}bv&*AqjtUrDmsUIV zTMtTEmE0b>?-Z~knJtge+x?I}o$XUc@+u={_v697x82BJ`qJroXU7uF*e!LUQdzz{ zyH(QfG)zjJ-gk|c+Jg7ubwk=TVW$y#Zi00U;8e!DPOLPS*2%who|u0OX8f&}S1{{O zHYrB-56$OqVp2;!IZ2D^;!N^~l@Rr7(Ka>cdTRGMd9EQ{38>~S=SG%&%D7LG<{ER; zXU4f2mRY}lt`_B-bpT!SY_};d?1qoITHnkIUl9+EflN0((1kVX;LmL|d5L_fVDdEy zvI}p9NS_RwEAZtROc|p^zKdQ>ns`7ne)XnkkY|kRp|A|Tt7-ZOsgr~95B;9bN_j3= zhPP#vP)Vcao>TVbwsdZCx1Ypv*WqCg?dF+<>asyONL=jfAIW_*-M(U}fg)vn`lkB% zaz}Q<;7F1rr({+kB$wK)dTJmxJ&av>iq)DdAHuN=rtCDMC%0oF;cEC-aAsMy7zmH# zzso(Oth^kd=a1Pk)+`T+qGWEskCHEBn)W@|<6z9*Yxet;Mb`Prl}_%Pzd--z9lO9; z>zr58xLN&rGtRBz*&jk9vp}i=REEPrc(YkAbLo|OFGtb6q1MR&+!@P*R&shgi5&yj z?hx|drJvj#dI4t-!m>Q&N=};b#>`H}yJ6X!JyYK(brg!}t)I>6j|nArFm zNgC@b8OX1v|FeGE(Y`+G9K`zbo&CF>y0iNP2xgD%ey~d}!@ACFqOantxYhYn%s2m% zwFAkD;m?ug(qpjnII{JpWA3&6$*Zp-;YvKq`iA3OEnULv2e8akSd62~ne38^vPU|r zobNb$aP2&LA71eNqNP5!hz1Ld^E7)EA@RTbxEx!~VUy0zJ&XpqOZkO1o3(h7*QC1f zND`M8O^U#$XuA*Wy3lwp(5#_;df{twH5VfB-&iw`1t;;!(|AC> z8BZlw_Enr>yjOf0-+SCm+9gxm7upTb z|7G}-oMMykdNNIBIXa2YttZ2sB%OhOr-%+`LT)A;e#ZVoMAdP6OFsJ{v>wfO-W1`o zBDgXc@A7`Vep4OfKPcBB%YiI8i>3$pwZCEHk@6rKskwtS@@y_Pul2IoHOD(V0|XQgLyq-VcJN7|JZk&^vA z>%X5Mdk^Dfo!}X`kTq(BX_Z)XBFP_S?+3)g+=*#J&M7=>C|Q#~b~kvIt8bDc;77gIVT0eizYi8!fl$`Cr_m-kXZsrE2dM1J z@0V$JH2yq8k5t|+k1N07)PcrKHSMe?JCy!U@vNhGLm9Y#@5&{+BlaVECo=8>*^TU% zy{fOVP;aAsf{VF}^cTLp53d?tWlwQ^*N@3t^9M;UCc|&$vg=9F4(F=7;@nB^ia3z9 zk;y5NimM%=_=I-9VaO&-Z@?B~_(67QBwORbES2@thvD#(G+qG7;w(H&`()U^M5~95 zm**+D-~Y6}Qt9hQ?EKMH)iLZb$C2gy>N9rV2AK!pRgJ8_u#nY86GXKWk3%1hKL6^Yk}s^DokWS??Q&Sbx*}Ru;Mn=CXX(>8+>ip16sW z7np52u*U;DV;gI2h0*}AxB<%yfYL>fNWSCT1v!ppEl8f{egCq`{l>|hGzApk)faDOpo^OQx=v|2SCR14I^&P?gpC-#gY-ztD6tU&;Q3WRiPJ1bhWLnQN2V?pKBXQws5xavPk9E#-ep6qolk3Yj$l0H7mV)k3yvaO$w=00`OuQ8mN8x1Z{5EIV z)RxV4Vk$FV<*YW?^PJDV;%A?E_Yp)tg-i)jXK%%LadHv=$kUk~tUdy78-SUdlO3vqaV9!;rV$&$`&A4ZimSy$fah_mJRBdyt%>?>X4KT$inX@0 z(TP~M87sQM>PcgM$Ue8jHgz7dzH}7auG1#F!wMHfgw0Uvf(z$jPBM4)6a~J3!hR%J zq@OPfuDeT+WfQIs!rj9}>^8WZx<=>ml;6#KHDLaR-c#r8L5TkbpX*4Qoj(;EnP~1f z38TC5_T-LO#81AbZ@%x<;5WI;dXj#U#cmY~b~j(_#lsV^ExGSM6D@k`^EF&8ihm=u zIGSJ7HPV4lD6Gfq*Zz{mTg?xT8LK?>3PU+r+ZwX;N0|2?T~i_B2fmf{OUb+14G!I1 zAswmruf@HeShXE24%VV39R}#5pIPE97~if%VJ**a{w#jjhBT|pWx03pUqLh|YlQK9 z_GXbOnUF5V{^mZpLhJ72KE<)rnaM7k+-+M$x>xx~)<$k~#wLgy!7o;`QW4zRtA}0? zT|mO*_sU(1R2Uh8!?&3s)?sr6{Aw>^yupKtk^6ks$WEeu_}?4ipNJe=VEH#)SFuU% zLX^h*&-9%v5q0(5-6yY_Gk-MO&4y2Dv)e+SCBJVMsAR{(DX zt9y=gHFP@bHOBk(BrHX~w~Us2S^r`2RA)U=FcYK-@k6+um7a^tBFWERiFYJh`D5(- z6qH{iO;(5(;`K9}nUz8_=`hK+jW^kEb3uGa{-SbbsbsD?QnZ-m{AFTBb5aE5uSj&I z$n^_`B){mn?3F#1shH7^1o0u^ta+l^-Dc z7c0Gk0e6r$-!nSkd@^EX|4`Ou{zB{i^j-$9*XgkZ!^UcTx)_lR3b$cNvh4N|TatIK z4@R7-^|v(q7b=yUcaJE%6feq&iK#evB7eJvwdd=-xu2a-IRXM3VUll+g^j)jQx9gF z#boM8o(=HWZuH~uH+LA{hw>P+e5$gqHp1twc(>zQEms^Xyy}n7=dxoH$iIPOiNTj* zY(;oa!16Q5npG0Hx1Bi9kp#(F_aN&|gm*K?*6a07NL?jbX6M}wtj*f{HiO|r-tefx)w6tQY_9L+vnil5D#HbxAkm_SIF#Kl zU%QT3%=>;23AX9&S9(6h4#^2OnC*ADhRU_pC;I%A$E}3Oan3shzBfTD6=<^lXda8E z?%eOBAFQXUthS35$u_XUk<;1y2TV)*zGm#K!rcyu)EIxrXvdnJug3frd3frwTrH*~ zpY5H{8xP%2p?89rB=+72-J4mjKOI~1_vlYJyS=0Z2MnX^V{7+Jbt$Cor6?$fhH zkT1olM_Fnu7Wcr}?C?znw5eTzMMLE|8w{^=*r(sPA9*{i=q ztJH}<9sA0OkbfKDIiDt1aT)J#!I-(?V|#Lrg3_B%zTCWAQFO~4)YLdwPmWY8Sn0a5 z2ATKjv54M!vBWG#=kkfH#7NDh?6LX~Lw?8N_O5kK!t$y<8)&@M{2{d$Zlcu;xNoFE z?v>~H$Nlim4(H>b@&!vIlBHsM)-}Iww2NtXj8V=vm!89NkGLx{Mr=Gyq;1U~awj6| zzp{e*8@+!fMqEL+A^fE}D?P8LJ!H!>u+O|c-A^NytS+V|N7Qb*rgm=j2EC2Z$s@5? z6d1?v4#CFkW!mHTP+0dS;atr72Pb#KdlRhlRB%5L`*pU?x6ou#T8nLGV?tJRjv_%r zh>Rt1L+|#8&dKfE3~R1{!y`r-X~uXP>mL;-9C!YNc3`JR<+-X%lIN@vq!LIgO=L8Lf+cw$Qq%mXC;c59r}0Htq+A)qvZ77t@SY1nD6nl8hE%82FGZ#uH|806_DUzG zZ*rv#hxy8R<4x8LfHEUznKH7h}vEsq}D8!5s1lc}B8AQ4u;;8?C3u9odch zeZ|$xp*Qo&wPME~Ff1hoXT3@)a1?b$a>cIk=^l~eBPeHw@H@OKtM$iV_djf$J!`#b z@R(N(9eajM--;+5d1-4t_ZzJz>!Fe3$w81T#kse$Ks>#i9_!esm(d@= zx)QmZ@BHZXvyjiqp_(jp3JW(QNovwR4)q$?e=V&aGR6!zc43dcm~tJw+h~y|(uH`- zv0BzOYAr}NB7daIbKWWB z9mx_^aN-RtnjUDjN3!GR`8~J4X8rCx4(rKfPVy zliY#ahc}Hj{wF*+JG91VJJ{KO;K`l5_89Rn`B5goHG8%<8TA+*{T@kEH8Ribnv&;O z{lAAB?fL3UbWEM=O8UBv=2-*Rge=+nxz4-X3CV8Kdw9`3KC2>X*T>%g>e`!m z!w8Xm7a!j$US?tEb@3NLcUU=G$jPusuQ;U%%XIn+*eRd)%5 zQ`aVyY!}k;aJ>J9?Nj+LPv-tMYh8f%3t-ciu6;=Llri6fUv;Bo_0dvu+$OI#v(j)} zZOuaGIesHQdc;`Ue0D#nzJ&f)_?;_&_4wUhOzz1#qs>6~(RT)YH$&-oGen1iYk=N- z=oA)9w(h9yZM>&&EY)M4 z6W=RAKbZ!S`6Jo=6NCHny9s(Z3+L;wOl9$92h7Hbky&s0myzy+OycYNw7uW^PsPfP z{3>_2l2P*kJtc>IWl8dU$2RN8UdN|{a3aqE{^RS(EkB<2xtp{F z&M(9BVVLADKw0r3Rdi3{4kfL zorcdf@Sq>fleIY+@yC6Qav|CN6ozW15FlE0${ zOg|_6dE!kMarY21CwEqNlBD**1V^{v^vfi#AXct*{6o0q30$sLPiKK`KkF@Z#*+J^ zp4Y#-+8M-_jrDvDE7j(IcSA8x38tg+84f3FR|$KQiE29b|LpjI1@qjc^v<)z zR0SMH%1PqSm%QLJ9@}4w)1mXJ-&g59Rl8L7`2}hVuw^hm$%=s|@g#StpEegHi`pY% z-)q{=#P3TWxepC;Z>N=rvD#>l!C@Mf%%W2Z{||RgR^pasyyI28?~|ukx|%3i zO1vx1CaE-hFE)JX+*GkoR{O^O7RTv#F|Dxckel#uH=E^3Y9=NgXxwD0_)||yT?xF% zB0Zf`kA?e^r3_g=r9-md^?_XK+x-sfGe|j={gS2dB$4B2S01TYU7W0q*l8ZtbTjI4 zuJ@)nGFY#v^|aN9m7p{gebt{SpQw4os4Hs(CD**Z`@tdZKj zXNaMxBYX!tT`Ho~6E_$0jjXD^oyPyrZ3Q2A9psI>R$o>bjz&?EZV|{1M(xsy2B^b~Jdlrg(Cz>}> zJ0vSd>hi;>`YtZgbr69TV9QG){T?!&z*cQ>W4(BkOlVi*&j1!rHQja4nFyWHJiIpK zl3VLFua;<0jYm%8`?^S_Q>1EuUsNj@AhgO6p}^#CFlGg*0u1P$`eDiYXY}q-On?zkMVU9{%05_+YaWbUm<%Mn>`P;1etsfb0#DtRkFj?Rl>wPdQl{Ry}E?(9nSzBW+;!%}F(Z0N|K1@=rumlNO zI(j4t59OtI@b{0PnVo|x_1c7gq)x~X*zM<7?w|C8*EWde{^Jx3&K{)aFrpD@kJj!+ z;~(aCh4Zr7WCPT)SE8CYliGKe(K8jN*E&|6Uvy=ohsl*)lZV3TR2<%jLtl!P4aj#M zZ?EXpv%Vc4PtL+({WA9Ghh3+^q`IEQiG6$YG{(#|AJ2|8_Cl7*di(yg`AbZ_71PeZ z)vEq3a?Tfyz69lBIF^;swMlhZfp?vY8v}9hSN5DKI?aS|WtOOeC)u%54qK-1yC$sO z5$CUSeoqX251U>mXZUs*?Z)xsef4q{u71rQx`|n@`=kgB@7FGQ8e3q%vk*FfZ?XR5NiT*PgjQceVE8NnD8c>?F%z+AL*@+%qj=qzhnk zCBJ?kD|EEb|aXmbYqacXy@!U^u;Gz-cs8xF!mBSCQh{JA<~DM6DX2Wh_hvbBfN^KT z{snDni#nscFN2XoNm?1cr(j9$8zw8*L|7&Jb8A-aMC#RSo;!JGHiLcgkNENt`4*a!lB2jBi6-LipL#vZ`Kbt51GDvVUbTS(DSo6muv{xXVQ^I(?#y>tl17HtFrLrd}f-sbg47Svt?G(oq;p2 zu}iMD&xhSXdfExedsu!F%QtpLUq~lk%VkFV)?9v>=u`q5=8^vqdX^^p-Sp0VqoTfv zp3A21xH`KMVkd~D$%K>@B~ziagHJ}DcFsw5t%mwI#G(yl)3DZtEK0F)Ui&(xT>1T`yYXEEqzq=Dpdy$qt#TOr6P4! z3FIzJGBzY9;Vm$GnKUU- z_g;v-3jgAC&YG!i7*mYgb4d0p-I4*SqO%?n4L_&F3F30{O0T4Op1_;~!Tm@+6Ry?y z>kTZNC)l}%c{>Dp(>D2ihG=mbSyqcyBcYwVde^Xhs$iTy?q=hE9iQUUkLa0v z*IAdafuv(tAon>I=`lHm&cfhGF$L?7H}?DD!#H~VNw0h({fV?o#OGu{&(6O?@%l&> zX>a^5c~J6mSJLBOqRoMHd7Cu3FWlJsJMm$EcDt~^7rS9ea&e!=s?AyTBr)q=t&)Lg zD>gMGLoxCs1HtpyP)rQExFBYvl0f#do`Rv}#E{LbQI;-uvuSn+KSSDzB1WOC;pVvo{IQyIH?e9~dOj~g9B6i3RKWd1jgTBv|KLq_ zCMKWD2mb#-j>q^%)=d0~&y9HW@1ko1df$f&$^Vx<#Ov63It=!}{{tSQD$CsphkFX5V|?vyXLk|TPKW(C8lK{3JzWnm|K)q)-L#v@ z-q{;am34Bjs~o>P5LU^1bUh#3L*_|rzrgzsAu^f7%^)B7uhYYHemE0G4UL{^se?(H zD}oR7`zec^ycV~v2xtMpms z%>HciCl>ze?}ua^f|XO)KYMMrVr5A-dED>ktkDve_Jz$=Y?*8k?fC5gQR!$J9LetU z%`K@{xVqq*!!GZW+30a+b)!R`%T(oqJy~-vW}hYkJ%gdCkkekg8AqlG#_J^pWd~g+ z7D;W0qhRzWz1}iPGI`V_)$Od3oli|ju$yEHpgqjola-lw;ZhMJ*5YLYc*y74pXSJ5 z=vEPZ+rg>7-rABhe=lQ)PiVdw29==yqjt;q-Yi!fztSOh498*Xb?p6^*s{p+4fO1S zsc#g_n=5FXZ#KzDyPEWed6%p=CmSS^#boqe%mNp&#d`AmqL&-QjT@b@ zA5PzF{FUTeE&g=kPuT&!1fEy0-Zx~3jw_+~j40O99NUnF?~-$}pXyjKlJ=KE=^j3| z3Cr8K9?#XyE_!wovnKf83cK4DVDu68eZ)o`pxKq)5BapPb4IYp`*7NbZMzDhUe^A< z$mYF7*sKLjrnXKr{TRFc@pl_WB>UeHu&l+t$?}|iy%&lm{lt-Xv^`n>r_((5|FUZ0 zEA#gTJtouW|7y&>NBew#PhRT(<#{=XeY5VO5MS62H(%6e?hIFl@6|?2zWwBEug=R~ zphNQfCKp#9m}GzJQO3;r-OdG`n#@PPIr~s3_Myk^&}uF6O(pAkJW0-`YP9UHr<}Rl zRpu6cHdypnLgRAA$_}ttht*`zeC`?g4q5F%Z#OGd*@}JL9WTl@~Ssk z^$pe-@2u9iw-(!y31&MV7|*7sihg-Ue!sX?5xcXZG5N8-W%ml&ob7wU)A-jHW9~Nt z)YKwbaE{}HH^Kf^*6hnC?s0zdE=~47HAB|p+Az8%Gr|Kfy;A zXC-e)CD$BVpnnEw+8MPuHm!B$UL!B&>r1g|7p+FH+7_c9Y=&({i=71?_b_H>S6WkX zXd|ERV77nTt4Xd1dhv|ZbNE5*$kUURuzXYm%iZU0;{PkqDoTrc;8&ge=bM-FP2_0( z5?$ z!l=1>eiRJ8gzSgxQv+*~P3~1Kjy1d2>nb|SUyzGb?)_X$?o#BTR$-AJ#;;B5o_e$TI; zA$djiTB+S0KktdT`35vpJW7qK&B(s>0Re*WZ))eP=yf5Os1z_$3TW=@xJf1&5B)svoTS zvu^H7nnSxdcNE*di5)Zbl{^E*NN@#fPZse~pJgX24dY!c$$tq+ zyF=@Ia^SD~ms25>U1H!p$SczoEulptZD4s>K|rUvMsJdRDO8Sw%TU>$4OEo_RwAa|Vh=O_0T*!4I3%gT%= zM5yGqz27Iv9rYV8&Z@oV=#v~c<&8VS(f=S&+eqz&oL( zOGgIb%M9=OlOc5i%k%#{70*18eMcS1n|c|&>D*U5xz*>7VM0~Wt&uaofbmFevj*in z=Pk#&HEf#N1=$yVMnOC~ne3P1OYVssZuBj9@EUn*iDb!N{Td_=G>83*Rik-zd+nYQ zj|PjePr4FG4zBorcV|39hh%|$75eib(16D;VcX-)nyIVy6AO01lu`WbI(;tmdZc4R zoHJLHeNt~_$eP`VS&utb&+SOt2`kQ^)wh`TNC9Jig4|Qu=80T(L>&y7&*_kPpsU_j z<7q!UxexwXW!w+SUG>ru#`XBdb~c}kkGG4V2Sf8k@^3Iws{amh{FVYwPPT#M-5K89f&)*1M#}z=PNeGxvF)@w5TcXu?M1Ik zKzv``wie6w^7~X+SZ2(h{B6W?9~R6bxyF2imuG#^Klqh=o?l_tV$t_b*Jec^UYiFT zNz=73`IuhUvUqQ8YC^Isy?W3%)m)!pk1F`LFR3cg=@IWQfZhkjSjNNm=?(KST!HI&4k9^zOr_PCI=Q^ncT)=f62O}uu4 z-#?AHk5R{KT}a$Wiz`S}(zu=d9pL;bJnb32xQ(85c|h(-cO+pdXyl$!V`zP)$1%A4 zr6`%~lZW6%o^#w+z{2g$e~>*J`JX6|`e)(TZm8`wZbjbnh&~HpKr{B=WYotuD@Q(Z^$tbI^P-p7e4o~ zW65r^hL>JR!pf}v7>_@aJkP-``HCj+_#PxmKB@^!o~J&&2fOFu6Rmmg=Dc-5RrOvJYh?XL60U#@jLaDhjjY(M!hr z=gFM=5w&o*EY23CZ)?)tBre^~x}%(zHOCiXKr&Y>#FIH}GZGuykoZfejOMw+Nqm#z zwaM~9f#hec+J{2se`T zOtwr#h-{vo(>Jc*Nkq6Q3h(zh-q)ZiK6VqbkdL*fhlrkcT>GXv7ahqtARcO~cqYf#H(dl*i zokhM`KKr2Hd&7Ll&NPpFW@gN~lO<-fF>I6ky)#L31iT-_;#Z82>N&57RV8qHjahI6@!yY15xZ)8KZi9uLBnS0K}qzN<+*2Tu>i#|M0t`FEbz zLm|}2>)mGI8(_B5s0YGgtxsq3@vQag?)(Ktf0bS9>2nP%Yhg$oRdi} zzxk@X{*J=z!};-YtZU2<7UJ~LX0MG9%rmnlxY7tSUoPO|Wc}YlvSjv2zP{Ofu#qc| zp~g>b%F7&^Z?p$_*Ckl|z7hY>Vj+w^;gKuJunr5eD(^#HzYo;*r{7x;{t^n~VYLdn znW>&8(E|nC&9jGlVL(T~}u(W6K5---{)Ou+y8QzKHiFTlrcX{a>ciTi`PYE{8)YSE;S(y%*!M zC-?+N9AVTF*!wnr{gpS=rNxy-?5TCC`aa19FVJ(WcCGR1H+nYJPg4x8Vx-(Td5ovt zPp&HZPTr^vEIErDvv@%}5paJR=Q<>JV^ZDnPJNuq-wtQvR8*=gGCfI`aeDcP0%JZ4540@5q z?P*$sN4LbR!}NOwq-J4#AKyGqVu{o?NRGd!N%0~K%CkiiJ$_8{H6p`B>^YhAJ6WKt zYl_?Xd+rN1EMV~4P(Fg3xl44oXj5C%d6Mpjvie$*|4Z)bMt=;iF4509##qIgh4}QP z`WVEY#$v*Bj2OX_n)rM*R-QGMa`k38@(e!RMKTOZ1Ncj)H?99*4$G$aKJrPQMc+Fdo{6>^HRb=XE z)LUqi2unqdK76M z5()ppt>m418Xlc|dJ#Nk(6p7=;CYhP_HLHgbeEZA2pf+#+owjusZi*QxeZwPeUYt~ zE2Cbn_hv%iXS~}A%>g3eMhIM?W$LchBj+Ywuvd>gMXg`_=E>m-I<0`yIqcsHo3f(m z930N|--$kH!-q=y|G%f&c^Z@`)&{R~U0l^M`)9SNVB|WGZw#kYET2KU+@E@w?=%-<*NK;_$Wo1er>guBeC!u3 zFNNn=M=H=dSqmo{=XU+HB>R2l$2PpDFMK}0pym+TW0WykN0ahcu#WE>D+c5n`%73~ z%BQ8wT-i(2mXAlOD|lFK(&X-AvJ<3MVMWZ{>g?op|3ZAqUBdpbPA#6FF+R`9--P5g z|K~!bt=BbR)0Y*J`QWR9tCbyM)W6zyGG408Hl*Rt`bjnD+*R4CWiqZkjnV(QZf^ps zLosnrfqff^LeIfsBXko}=bDdi;4AmC^NTR<0>eSDtVhQ$aP~2?(y>NJZPz+tNc?Rb zEB0}HoN9J=kS{rRAHv8-NqG^^uBv6S<=^4|AzJn1zZbE8YU({t+qo>5dL$>|@^bdS zlnt6=QVkk>=v5tU%4+p2j~YVWv10vQFc}H^-_0kf+qay4uNh;Kc8%!q8U9};z8y`{ zVNkqQ9I4Lo&-3H#?YRUuH^ZTe2=KD^*YJ=R$&(!k&7FTeOFho!4Mdss#_7(kCz2w$ zAZv(f-{I2}kebJvYS6uj_x*VCg^;_3r%g9{QD=11VldmcWc}=>&HkoTOvsArvJlEX z_q8<1{ooR8k{$868_*fE`@-`)Xg&wIGQ4;syXLC*8S<7DX`iC$8+`YF87`~ia^~pU zXt{!}Z{WjVI^{cf3;N9FWxwNWH=cVwZ%cNok=p-4m*EAGzA>(!LF2A;JQshnHzD&@ zWf=cS?w;bs+x%iL+nw)yXS%nCZ3iB+KZevZ@7>C>b@G>#pJ~l#XHP6AK(|JvvP!+?l)}&vo^>u9jEsc_uY(48g#qX-};$LvEi7T6L zNuR0#{qgfCe(^Ui8STgp5h>Xo8e+;~pDq=dThlW67w?4l-87tPygiV;iw6!8pU(6* z&p#^Dd%VAo)2D(c@xB=|-~C_4t%3AfOY6nXYR^yOn}uO|CR{3suA|7c#Q%0iNlwqD zEU`vB_?3TN>g-gC8H_n^(>be!kAZCV+h?ce*|7KoygqR}nbcNdPIjht^Ru38HO-j= zaqkm$E<^vZJY*m7tPg$4nWwTtt&KQSg0_j6Rbc!Qp7i4@mqRu?Fuo?q0$!W-2B{E} zl~TzSyq#U17u#+jbyZg+OT^MY=+K?t?9u9Lw#oj6huHf-BaSeq{4d*PY7+jSdsA_re(XxA4KAm`cJe2mrq9#ask`6*Jy$=9j89_Tp|tHls=Kjt7DVe7#N$-4 z$sLaiNRqm*zvIjwtlW@P$;Z~gxDUhhJC>=>5?4bgt2LLf-8^33$@oWL#u7ZO1@%0S zOBJK>Z1bHq-FZW@Ayt9)S&%v2*;)S`6y6ds8p7--T*x=%w@IH}kj>bx2E>~~DA(CX z@T$9^eHD?;kUNO?uG#y0ezRvoI_pBw)a5(J2l1`*5Pq&Y~ znuC=ukhzE+N6@es%cuRNXVPISf3Hl-q2wsco-gpkWPk62Z}V|s zE{sNz`yH)5;`_^3JKt?@!FsDE zzhDlX@BeD?eGP3c<%d)G$SBcokr=W_zw^BAtFIZb=;PH6Gky&$_{*$RoK=3{qrXD3 zoU4Y7{PuSGRE5Mk`rKodzJ^?TS-1l$9)L^Lpqh108;qWPKJSunIXhlKmg`+F?Ba)w z@p5y)x1j8ze^XR_7jk>F-ijH?Li?)mdy5{!a6NZLUxP-TAD4%~#~8Fy1iF!wxe~vU z#b2b^AEf_+O-?Z4BsQF>ry)3Z6Et7O*g>Mizaq;wWcz`PmpC`y6wC92E3kJh-&w?; zk{@uoexAYjtYb+Yw<&z;M4Ht$dk^qgb|}{p{XW6TKb?0A&gZ+<@#Op(E5`e~5%Oys zyN`eTf!!_1S4!0ShlCTfX-voAZ2d5sJ)-?-T93k^Ib`mu-&5JUD(gPQs@+7z)a5!K z)`PU)YQCBPo2y9pCHXc$AM|Cj@TExz8qF}Xt^)X-Gh%8 zldK)aC9BO)tSn5!s#sM*PkDZ|4nLFG_c^mva%1dI`Za!zgWd1Aw8vSeK_R+_nGM(Stg*@4aTSo;q8K10Xejt(Tl zNLc)&j}OS#0T;XSn|fkRHKR4f?^~$cUd_;q)K2JnAhi3Odtudb6ZS1btpZwS#k>oA?C-*@110CX=H|VgJpWo=! z2V}n$ipjO`fU_4s_%l8-NianvRdN*LxT~8rGTl=NL0F`8)GPSsdRA zovi%X%l_lUgtNt{tKfBpqsbdoj6TI7H4}FeJFoV6XMN9u{P9rC?%JW+=ILL&WI3C4 z#^8@2b`pt>cK+>9x{m&BA^bc9u4l1aC+x4+R6#hAEUC%*o8E_tUfbw*ipcY~cBxw4 z7glGu#&`qsQ#0pLt@HHj1qfzVJsIj9SvHqo|q8DD91X6_!4XW3!B(Oef{(bExZzRLaU~ivvWVhcRJ19aD31U)Sst_}^jX zoVzfkDfE*|dbpMc>2U-ZX2Wf^7~hE%E`m&da tmur<8kmM`lEN~4qhn6MCk-eG6xHc&3vx?--j?1;ssHxX!K08@7zuO#;HL=O%Kh0ct zi&1{``O`+tJ>qG2H4dU@;q2{to{7K5`LqdN|5$`g-v2$2ZBBzH@j1ChQb{2d<(9(y zUg({V2kUX8zB31#`;OsHQ;d2trr(HT^+m&Z`1OVuR>cUP^R&P9@Cy!nD0Wq$YiE{i z1)WNI?W_GRGB3l;o^1K4HhtLUB@(_y&TI5|Ha(v5$*H8fjo%N^`+f9HzV3stK3CY4 zv?xlBzhUt*>s&$8BS~1wdCA3cKjxQWgFEmd>kmGL)rb12ztunV~ln$h!fe?}-;b zifM!CI0#-NMbORknxnU8p`Z2csUDNv6f4QTmY*~=m#2bh_Hq}+sw3#S9VZKuEW0JH zauxciQNE;CdGBWOk>rOOLGSFisNnNoV3J%eSuOr6ZBq^RUB1?t7wm%%f9kKP{}mHw%o7szpEYa0%u~wIeFq;-WwPPo;By5%<|*3_cA1L#6ZE*4Jli0ZYoBBu z`<_&(zOWo)Mqz2{Oq@%`>SA06EItMzcjDJ3@w%$mRi0G`;QZxUj3mcOnC*nn60x@z z?Vg9h9@f6f2px@ikUpNqja87zv*GMJ%Kp|<$^SellLd1euDt`d(Qv#>Px00jSazbh zrL3{`^22kCb0djL(%=!izD%UM2qK-d$ll2YJnvR`CX>cso-xna@3QbTBYdOhQusYZ zL|Y5T)?`@EJL@{P5(X`W`cb6qi=(%Yt0@nAn{^lP!2PrzM!%EH1gTGS5pKLgw}E2% zNZ2R4dvW@FN{?G0vrr5=5>v94(Dz;a{GrFUM7G}0$vVJSVA>TL z?O3Xt=ujA|4rS8@^!rkqO5}Ue|FP_o6+WqKk}M$y@yF{~c{_B*!0JQ#-R8(CB&y8| zMzBILJ&!fYJf4~w^c{G1JN{CewQn}dtzrA*HTsDh{phm^?~kTzG9sn+}y+_SSX zHG1ZI^`xUa*yB5vTB6lEaDSC8vVJ3V9N*^^AG@YJPrG~QJ(7iMxvQ|GAc7PTe`cGD zeu8ufEKB8=xA=H=&Fsd512E)WHtt2*b)wk@+TSf!yr|E&v3?*%a`@*$qTPM=T6+JfF^(_}51788}v#_?p^UuoPwaV2-S#*uI--L{E6xtsR|iJsMK zSXZ2W7eMAz+9eZvWtt~nR%^bHJ?zQBn5>}h8At+?8S&5#qT`pe2kwg zfO+yKJnQ}8t`t*4@Ei2dSbVAkzcxP0J+00pIMzt_ zk$9Z`T9L01&-;zcPe8CEX)fTA*>}^Hmpsnqss6K#g!RaJ8Z-vrM|M@*f(Z|@-FmD$ zp3E%@B4Hs~E{E*?FD*AAR|kw2}6eGRC7D@I-* z`lt5Qne_b7byU7@^b-v-FQ$T0s+JXn@JDm;>ro=7$TdxG9~$!kEk7^l{UhyD#d|*MPH=Q9B=+IM*-4$M4Fh<27suz5v7%^u z8`kEV=nnQ+0nxH-nX9yUEOeDu9eC1XqHOl=mgMcp?3Gnhmx|8wuzUn>tH%eDW9KnA zloN4hutuIV4Z@UNWNri1Tptw=n@$7Rtj?Fh1qcHUL!L*aK-5|PtfEy?B zt}S#dtA{1}i*HXP+Y~5fo>(u=9EHh6b&AA zUUfVlP5b&{>ErrsO_#HI-WZ>!a>;G{cClq>qDjGl~<&yqGPIg&y6bDume zf^H-89sIC~-#xS+&el8F>qY3@4VmLfoLUv%&}TPR=bqVpJUad|j|Lsg<`4O~g!TLI z{+hIyB2w-0X$vwn=COA{V>fS5`Wyg(%+=FK)URG&IKy40>%`}~k|lRt zsyg!-9(g2Bo$eZ|j+lABnde!*=hFQ`v)3s+Z#zAEU{!sQsU0?aFN&^(RGtTq#=h&> z|1f7KpLcezl=S(fj_12oRymx^t5<0~44;cY^)|LT6+ZdC_ZG z4JWbjovi#UDIQ>tAyBO8I;S%v*1#ooB-)XAJ9Hj|+_NP9!U(ChvPA2Obbb%E7a08j z)|$!py7?@**^)c@CbE=csoYn%62{NaBvoT-AdU zs-zXxY8eYGHsUHVvA9_DjsIKp)16i)utf5wKf!*tXrEo`$wiiV`f>C3uXNhwN+kC~ zQqk?uf-8m_;r9>*52RCb@)e=;$vi(b60Y@={mQrDPby*0hS_2*mT3R4_wDKUIvq~s z1EtB9YE%an%vCkL{$B-#4(7WtMX0PlyNezP81y)Q} z`0L>DdBJ>N#jE!G;}Kjro}PvD)P--}CjKRce=YJ{3%jl6woCEu2w3-kPha}(#~#nK z!;uBwjFaQ!WSE>w+FT`n1N*1&zqVKDy_+c86^>V>y0oR?&}NUdlQkd7GKV)t?u^+F(ax#+~ZoYHzJic04N-Ytt^ZIZvQL z^8y4bv*8msx|08tz?T1bN=;U&;MfWpy#}|dX)p~w?~$Y~Yu{$HuKK@(2h^iUa@Nn` zrKuSGHc7K%W(2QF&F$>W+u;1n#jEN4AiZA0v>%O-^@wLt&cM(DN`-9z}|*-S|hGNyf+n zvA7m_lL7D?JWqzJcUf>1&F+D1?pYrx3Y3BRa{3H2Ue-8$ssCg?TEt)*XQh%n%l3C zI+e7K!?6$PR$r`I$hKkmoj4&SR`!7XGjPs3!WxgN{5!eTFv|A(~eoRd23%X~Tmf~ib)q1kQ& zOMOemRHDv~*6W?s25!UY{u}B4kEJ^S+o}560B%Y&7%Egk8c9k;q{vi+3TY4$Q3z=^ zrb0=EA_-+kn$RQ-lBkrFiY7FYl1NgC2G{qy-~V^H-q-t_v(MgZ-RoX!pXZ#t*BZ#$ zXRv=m))|6-#~EcP{@gAOJgnz+#>tA zC-uhp#ID)KKAVRW#hQPxWfLBy&c`Sir*cbn#pFrC5v07#RmrVzofz>1IWu1*=f~j? z8o(#AtFs+Re<#8HICCrAQ^l(&?4Dt(=B}KBtEc$cpY7YSV5)zV!T%nj(h9P^D^e8E z_es#`h(V)Bn0@1wA(=ftSBq`$7^N(%`|D+pUXyF)U|y4_r>Qrv4~u6N(vetqfVQdV zbOdzfvDq(B>%*(EE3_CHYq}#HN|V(4%(ILidFDMN_?G0k`>pTqX?i}FjlYL+b$SjV zWAgsp#$%uJ4ItH%lPmWXV;v5wite+Mov9T}$CBbT$CHJ60UX9US^=9T=qt5nn_zk? zaX$QfslY3j^VbVR&+I+939_x+so!p%AB>CJ{97aTZFTQ8-8EmqW{We)3Y)u^r*Wn) zeU9Sw|A-Mkk+r3tPFVaQTRx9%$75$1Ov}@_x~}~YKfkBJCRbH6<|8~JdzrH*HDuLA*D= zsp|e{nftwi$o&*O9)x{IF+NqUheIpX7_u6#B8k7{n|Jv+o*iy={5zbOB?6zxQkBSZ z5F4&0Wn;28G4}H!M^Up`5Bw{Q9pAub6if!vat1BlE3jF2j9iH8%b{_xJD=o)`af>5$yAbMQNcj%gvXeBGa5m{BnG+7ux}5RD_<35cFh&WUmff&J_5LY~ zSAz0x(tXPt8?wp@5}!%angvnlQ#Q}qi&OFPEizBW{TD^gWSr0Qn>|oZF5C??e@dkI z96sx5l~uz}n*}a1Rx)4r(C$>978~37Ii?^%*{AH(gCwZGp^c{A+03jqZbYxED*dq5a@CgylaMuWyF_7O|r^ z#HZ?itxbk}o7s3up;Vww+P-^t=w^#b1J3H))a+R?R7nXj^D<$vEP z4k6nyu2>@qWk$(L;wMOOm9a*WCiykr#J0tG_Dn#AFbuL7Ju*cb!<#lYFaLU>;2RX)_+C=NmVxdb{%e_aHY*)EOnV zm&U3+G_D7eJaKvz9-q^82YlNV#F$hM%>8&vKiBGQma$F{5r2X85PI%5(yzu$F3P5S zZXldS;>ICngYm4;%I99NJpj%hvB9f+_8+Xx3h3W?T`FE|gJ5G+VIn~NJaK=L~OS90_P)+h{{rsm@#e40y(2ADMkt{siO8snCU?r-SxX}ZM^Qq$oJ zwyZ3k^mnE;zjjT&x&F-$Mv!P8 z+w9c)Qpa}~=W=@NL$1|YmmtM1m^|%@WRC1Y_pPkfkN01Xx95OI;IwAHtr=t9rTXXYlH(MmZirtypOTDIRdVBFU~0U)u7mOWFM~bKD@z z-|ec!T2>~}5A3{xjZdWg0W>=g50ZbbIXN0ar3=d>$K86L@)o6!-z!CeHe|@2mWLd_ z2AUm7`~rW@s{J|qJlT2{@RaV_=859@BIsU{t~N8S@H8gR4BFG`XZO*I-BT>0%SV`a zGrxSEHzv>6Bl@Us^hJIm(bv#P{QB7_H;ID3vF(wVwuJp}F;e!dEYyD!`ZU724~=;< z`M-8&oA&^x@aH$#d?$YO!@hRn^Aj}8JLfNPXM>(LV8tHTrxMadJfW(2wYvTn;%{YV z4`7v}AW#YVrOC7bvgeZ`l~3mLu;j(N5`tyvl5f2YX_~iVUx|gUVA?wJbs=r)L5Ivv3Q}22XMwB$-U3BWC_jY`z15Hlkzxft%2_{^Rf8~vsjBRhgwwjS<^Z2r~|A=S3 zK-0Wuy_>CS;P{o=p8<>9!}Rm{G~>SMzABmCQg7=35&mDySRhh3g4iSckKyy^T{Jh&R(-_T^T>ynx1 zbYtA0hlPBnr=DB6I(4eAV2?bn-05GcdUxk1jl|wPkj<{4894N!zRHNkmyr4@QWqt2 zUEIlTj+yK+msRpjeHS|q_Wy}^lef+baI6puzs_Sjit6Ry_crZY)97>~oJH2HB+g3s z$@=NRdk%M1C2Zec?BC34Z<8@~H?wDdjWJJTkzHoJ^TnTw_0UeQvmASfcC}oY{Ni`P zVmsDv_xUaoF2Ti3th|x+QbqU_zmv^nH%o58tF4Y*uji`fl#yodS$fN=@T@Ou!iRJJ z{|{E*sHfVZ#&Im0-0UZcZI#U%mqD`(wEq(cCc~@_{ZpOgXRZFm!PK%mfzQ^_+eBr74&eTvHKc*p{P*@uD{Scs}eSg?sxdB zA&*Th-#ckphi8n_!$D$Dvi5cM|7r}om$g2_>q=tK5im|R<6kf#@BROT>{eDUMS{G; z9AW$pem0AzEnz;JU#9L&BEvh_lDFLJV0XXX-{$Lc;5JWBJ!!T^|5-JgRYNmKG)CJa zjC?n{|3v@1qn*L`Ivejw{y*Kka;S)11lG&g>{l@;`_B%hf3oOIX2qLHb`~6;WT9_y zWSd#+HGlQT|75k@>bjk5R84f;NSeHn9m7UFv{>fs#r{6he3x8Ey+ngvT)kH2R0$$rO7N zJ0w^26D;y4`#im#6-wSH|$mp4jz!`EE@JIx{46I2g&KST9S zBmZe``QJ=E7z^^$u!}fn>#3JZaqRU89brchhgkM$)CmY@X+TLOI zYeeoA5KZ3k^TfR!u=-RCNwxF#Y_XgMd0sM2FWG~UHq1x_h8NHB%G5@4hDa5|QdlXR^P2qq~JXFPg1Y=I&%3Ox1*?dhV>n5Be%g z%UktUnH(oL@;6`km(+P?+Jo12;g4@&YN}JD?p_s^uTJB~u;CbU{hRbW4SM7CaXQ_m z>i;`(oc%zs^i1-QU~wvW0ws^PQ{>3w9R_2)UKFh zq!-21sbX=eL*~0m@^Td=aesD6hT%e5jN><>wf$d>oJF|zBLvTHpaCnq1*aAedbhiSdBAnNsHmnY#`P9J5V5dVE$zuAkN2tErw6AFC%c>QnUJHHyC7^WSh zpHa@2;LW9=@Th3{p!0|Ek+a0!8Y1RZxc)Y+E)*G06oHdfpcx!S@qkt|T8zzE)AqZ+ zvZiGTU6#{jfBn}t+M}+|j+_cm>*45SwC~6#l9whm3j4BS-qmHNR~uGp35~(5oHYn} z4}L#svJU8Tm~YefB#c^(J?A@K5(3-IKu`GpP1StqRWl}O;kJ5T53H+gb9j8&3dDbFTuF&Cx|?x8fR1+^VK>Qm!wgmzQ$ zVxS{g=al=BtT#{1kgr)O>*bae%#_z)VD>P~6k)Doi3`jaon6@zCdug3((em!@O7U0 z5dI|N+7o;^&mjxrRWf?!zVBKZj=;h~82l!w8yayUtLOX7g<^9>lHAT#E%cHMj9alg zwN)!Rn>{_L*z>YBi^;PVhf;+sxjqjSbtbX>4ELKYoV$cBsnXrlPxc?~g<%s`|CUd8 zWu<;Ba_bGsS822V|3D zCU3R7iWsYS_yA0aubk_uE6o+DWS4IcsZqF>JoR~hsRFJyW3AWNXN@b%nTL}Nr8{j~ zW7it!7IOU}w*7#F8zJ-v?W^F#*Zxm_s;gPECf1h|6?))&*56E})qg&}$JZy2I^Vmq z+iRBob5A*f3_sIvya=49XwR_VNwoL_yYhA>86uN|xg_tp1sBGU{5HpvPiBNW@8`t9 zdvX3iI33`8^lSvH?;)QW+Eu7+Z|M&|dm^ zfFC3WQF1Zn{;3MNQ%UY9T9lw|_7=C+^B|FQAx_;cy3}xG-jIC3r|yUNzP$Gl2){v& zqez`^3xzPXs_~KuZal_J(bsZFq()mgY<%9i@xFuJ427CJ@m8_!L&#<&=DthGE+G3JswfrIa|6cq$haOXS)M4%duP|R-W`yTOpH$9Cou{#SZsXW!pOV-7 zdQuI9-by|F&C@rM+K?_)ZllsMAy_gO?`;p#Idm~ehm*VgN0eyd7EAf z<5n_fujRWRl3|Wn@_6!|0+-Yft%CKbiko}IzVK@1|5cFwoRyN#B0Cyh(o1UVE@Xx6 z{OxYMngyBmMh}Bi(V-Db=FMVlzBirSlKFIkPh*U?j1I|dkS8h0Y;ce3R={CD<2In> zdF=Baf7<}hV@UQp-evXnV51GgwF^m>_qEB$RF|Y}^_rg{--T#A45Ha9HU;MSc9?fg|GMvcLzKUTJUi%BlJD0M&W>&Ci(1czYH6?90Qz_J*z9#)_5^zz2NUQb!i^}U~aM849{X`*FUT>I2DceB(D z?kdU~?{Y2nx^@RWS77Tzo<7BqqAWgy1ygY#mA3wd!f0}LBJ;xq$bHRI%8=obf~ZqV zL^$63F-=@Z-tP5eKArWa7kK~a^nIW7$+r6o@9T$aw~83|IMM@qUf1uvd}#m-kAToQ z?oZpZY~G4&hTJ5+Jk)5Nj4`Lc+Iezy5)E5Iq)Rc|EV96+&S0bT7N7!iv8Nt=~VVR)bVpgjit~#kG!ccatGEIW~uDuZc6{bP?)cE z^2A-q19#%X&1TEf8!si&bS)e;(;6KoI2MRvVRd{k6@GJEo?!T_K;4--+`h+DzRp#>9=(Il0C<< z&JMBl9#-7Lf}@O>JwPwIHZ$Ha+V5{pN*&jy*rS!73!KS5);HLzuXr$!U6+X=sZcwc zWLYi#t@HhimR*Al#iIMMejx#^0nxY~hC$vm=0bjkak|Ghmw501%kvdRCaKm?a9?LoDY3Q z?&`SG1w((=HZ@>V**8_gW*f5>)at`%5XLTJ&5y}C4?_pTWDGyK3O@Ui{dN{=3Y+YW z$xgEaMT5F9`T(1PQ?jy+pwE8VgL{yfVXe6_HK}utQ;RN_==oamoFwutC(8}|cRBB$?w;UTn6)NT zV+<_j+EnQ{hi@LlbN3b*5vub*c>$m82 zjJ{io3%BWWI@!O%@qsi?_15MvKhysWp*c)%OISMj`M=O_GSlpbJ44ws@9#E3wihqh z>n>zGZr#HkcN_65o|t?q@3C58_U-??PS;ZNi@$lzWdj!0IV%-LCIz#pSJVJw)`+4uEZt zEbQu;j<40O72iDsmrIIh$C^)C@%K~}&A!HK$?_78r8?AT5@kJV)~M~p?qnR>!bgd1-ce_Poq(GN~LCdT|S=sgMXklga%o!QODd=k1mzrGK|J=TV z$urDXjC2cB|ANwmtb82FTKVgHyh(ny)G69RyDIqfoqM76EISdaQUUE4nq3CWdds+%sz*>E;IEy-dci{;&rJBexi1r^-zj`W_?t7@>SQ%oek^_+nNrPZ6}_|Dwy|^HYjGqm$vdXM zMa4_tkf-jS<7^Lp^Pc#$AGr@MuxM(Ioe8HU=Is&m|ACi$gfR!gCr_jD_NTF)o10-? zBX4$tW=-us^!bfdo@MtT@GJz?&uB1RulG2YJvhU}poI{=$@r;CKO4`^)jIjyR`dTG zc}_=jY2HEiBt@#uZ#B*`eQd&vRcAF^BO#C$-L&3Zi3n1krt z5R%COx7`dig`5*0^QsZD^Xv@vIDviMz?1AGuERp9Sg;mytMGg{?)>1|9`M^$;1S!6 zuo&j=!0c)Aq-M%9Vop0z_HmLPE3V`@RGx45BT;tGKkbTg^f}i^=i~h8B*`7Cg}$<{_!c_9NXNbOd5}iWvDyZFsmYIy^8Zk%?!llw1zy}= z1evJ)bL2XUuhrJuJZH0;ud`kj^2g+>Sqkrc@w_rEZggdGl^@3@+eN*-bQ}t^HaPga zzZPL}Yg}x|uR8LFWHg8`RWYMJ;67t024`)O2oEzkKGQzgQ^P#wq{jAxUSjtr=>%TcZWj9>~T${?u=Qy9tL5)P-%pdjeX$lR-x!r#0hZ$s`pXSzvDz06q4 zT{)13b>UXi{l=3#?*((kiKIA59J<0-YaQ)N*C8U@-TXD*pu37S*=dt}fLSv;1gGBQ zhkFaWvJ(%9B_1@xRAS#JaqL$faM-rtN@5t>tJSj<>?$Mu8j51~u;bsfvP z_w&XTIQkcv4%Sa0It<_;N5T9>G4v2fXI;P~QhsYD8iu={VNW3#eg}cnRJaZv&GGF` z$GYmX7D@Lf#csB^OAp)Ga=Yj;kQaO;?zZQLS(~41`m0_4dBJ_-A`z^Y9#>%SGnjKX zv`!bfo+t6uqR34oPL;QpNRqd?_p@U?e~)8{WJTZCh<6yHqTZ*`^9xML>d3nA*&%x6 z4a=!~W0ige)9N*R8N?Hg$AvLwiL8-*mqe%F-p_s)Wtrk4z!q06gxn+I^!0qDbAbny zcYW?pzlCinmOPLLxaMrs)iJUI*<< z$uiUx<>^$)=Tmv-`?UNF7FFG0e8rB9`NJzl&%U*K?3Mgmby+g&qOaj~bNR^eP_0J4 z8vak7kwseX;<*nvdKsRlQtdO)=?v+U#jmm?se`{+&o@9c$t?LY%*!cO^Y?ADg%R zb7}NFTb97-RTxv5oXN3vj|kTq>W|UsXroN!{TJ{WFs%yv(YQFBRsZ0d zgUqju=#%#?$vL?}AI0^$0f(REad}4Y7w_0cwxghvyp7`^{SKX)>1lE4nUg@(@N0$Mqe>tQ6TGt4BU!#ugXJx;|0PmnrR$gYQ(t@z3sUp72K{Ba&uoq(bH>322TT*b$-*7^nb?56#h&VJ*%tZMsFd`Y&`;jZmUi?2y^l`-~r zJoiU0v+5f5$y=gfG?|2Fc{2DCjarKMi6#fILVq%RsK3+Tu@44c>B_(8(}3*L*fCE- z{x(XLg6Mn+IrH7?MRQ&S@vbRZu7-NDip3jlX7xJo?g!^Be7>8bS(P%1zL&Y;aJr`| z%o&is6EjP~I=N>CxUb3kq0i~?vU;% z3+^=MITQFrcGSJ4P4ZzpZhl!R>KsIh)H_@2=&z7W)~}Ns>kq#kV#01*ALE*xBII+l zYpkd5aiy^_^R6M!(r?GZw)8!moxAdk60Wa?0c*59Kun4?suajF*V!Azmt@boU2oUJ zeK|Cy80(XQ`TB6&EiXP_yQj^)7r-QQciw%C*ZL(Rmd4rC zNJ-YFF>Ky~4lncDO4xk{K8|3s%DDQr5wfCr1@?VPx>Uy)Ab!-QLo%FJ!Q}Nu&Rf(j zJ`IA(Z$_@Gr|dyL&Xo=5zl&_E*{vtfJDObt6PbJ+h~@ojqUaPytt6e zF8z5yB@wz3Up#`=4S88I8uiyhNpY?o-V|qxhxKusHeb^&E3y`tovsm6$7-GZNm&^) z0rU6AugI88&b`F=qO6;BCG(+O6$_t)XI3d+N7AeWEQK?l8|6W)d(=I^O1)pE=ks*zJRwezlAB(5D=GAPwirgv9(VRBu}`EjzPn@XVv}xe@)(Bg+D37wD~{Bdz%FR;X7b?{}iuHnJyg)U$LsMx5JD zf>f$Y<*pEiYc+vPR{%GYMnim<@iymw$_GL5lC(o z`Oh%+0=guB=^lUe#Ovo=vxUa*lDj?)Ys2YS*4RXnCQwfX*8lBd>j|~&kV@Umx!TVs z+foc@D^?d_rH=eG*@{lU^CsjQMgG}5q6U^OVCPx5QAgZ-2UZvAca8DxCwKN}?}bs` zP7lF}S470D=UggA9L$0P`Rd=U=md$eWW5=hg~Wwa*4T}Y*>Uv?Ru|XzF5_Q8!XnPx z&lCUBf3jXz^V0`g@-||VW7TjfbI>#FJlRbB1MWVCJ*#<6)&Pvs{uuH+Ucmej?D(JY zF2#b>w5$Yx;F6lK_t9I?~Nh!hCW8%XWk{>EY@x_FE+r>d|yi4-v>p4iwYvx zr>vOo`+53yJ@%g{7A-S+LoukA)^{2I4!)bU?!Vzq9kawz*!9w5a&BJ??R9+o6CQND zu|~05a$K$w8H%#x^V(kJOpSs#o;<6mqB&Lsng!3SJG>L_ot zb0HmWVEb;ynaDDqXx#{&b&Wlhz3zlnFLC!#zE?*tU-Hv2IQTl;o3hwjY&4G7t#|xh zN3zSVD@11NCz*6kg4!&{X2ZCTBhO-dW{0o&$2)XgjSCA&^C&j{$@XQSR2a6s>9?k@u(rbkD+NP-v1HbOAVPiMqH@ZSTK8#Hi?PHvuS4XWRdt7 zdME0ohe&xH`JP~ftoN9x;i&L)e>>)IrfbE;V1481&~FQk_|xgP4+#aMMJzw982++wtGq`3gr zmq9LBQ=9O(pY`9CC-oDp^WE$_cSWc2k?e(jU*DT(o;$*PZ%*BWl0F~8(~`yVX_mfI zpShPGiZ|IEos~`FAwLu2t~R$MhkRRi42ylrecQfdZqJef#I7okxzYI}%#f+>n_XPv z+|?hCYqvU|wQkAadK3#Mlh~(x<7(DC0seQxdo}y5B-3Oz%=4LRNbw0&ek4yXZ3dEU zhWPLIzC(dSP(S1C>Jo{~h$WHh+pwXvL?62QK{$3(3jMV2V=I`W2 z{ul3(eW?;}y35F~ih6mb_#_W_M=Tu2Q|_Yuf$Wvcj&tzsOWgUK4{XMge_3uke|v?j zdGlFa&m*N<5v({|aj?^}F505p*xh#7;Pt8iV!^E=H5Khh2Q}O&1(Iaa=*Yd`PX))jN zPBbsa&c*R-3l_H)GtQzxZFXsbO#?CT6ui$mmcI+`X`i6ml~}YA8y@E`^I0|7jT>o~ z97T`f$0^2qjzp7r&J^6ehg^UAIg~wDu<>v1qnoqm|K5IoE&AL|gF-l%%mZ1gT-oT^ z1JxA&e)VaWKIYOQzW^=Q4^GU-|1Z+D(Gr?KC>Yh}GIk#B-x21h`fyDp*HsubM>K7U5y?w-Jx#L?V=w!>;+m=E?e~l~ST6_i zw+Tj1&8!GR*P zC~B7aid~D5^EQapHA{>vxXaAi`=9;GJ>&}W*?gm9zspVhb`kC^bG^N>raO_CW?B7o9!gg>-T)Ba*OOj#`G{>1|F4p@tJ>N;D?4wyF zj^}&jARhVw3D?4)HLJJd7mNIUh;GjsFBu&^z``#bD-YM?>&j}oRkUq}(HqPPNAm4~ z`b}Ntnpz%2+theUU4u2WP93dxAvqBb_QK~G79UBAvHpM94A@Ms&ya5%FUy;p0~{^M zrbm(RQLNpEcdXRcBJx}#F2zqS=6_?gNM@2m!z)?lIEeIjt{%P4hD!2VugAXB-_1&y zYguD4ueb=F?~!;a9_AfVDF`p)6YcyyLhLz|Pu4e^3=oY5kvATceWMM;h(Ce5h*Ot|q&>B7AZm7H^|@?y zLczVqG@Q7D92<<49D&1Va#8`$Un;mK8p~(8IJy>=l_C5W2~y>t6wf+YA8+xS>;S!p z&Gx~q3fOsxBl#Zsk&&`batZCWi9UZgH(5VZkf@YMT#*IF^Mc0wzpPp3YO;^mQOBv}UQdc+)4wIE_yf!n4O+*PQp%XVp{9conosmX|`T)d+Um#g_N5=w&#? zmycEqY9(duondO4Hlf^;)B4W${>TC*j=bv`S`{6IiP%{JwG3&Dfr7 z=|4KwhBW=zf1cl|X?8sw4~JVF{ro_Ztbseg@gwo*52H`jHt(R4{XB08UNC-hfBnJ> zvYzr(T=<1NW!U>ay`~~`OLI@^Pc6s$nWFA4{!pI0d&IccMU?}1=ZnsNsQ=ulmBx;H z#J4#j$}(&ySKxEWpLK&H_mXaN!R)XY@-_6|gst~ywI|tTHEf@UXk(w+Lnqn1TZ%D< zVa*71j8+(vOVjBc z5g~W(LtXiVG3JsbRVQwP%P%<7mZXnB=t4|rMAP`hS9~J*W}7>n^;TzMQEh#8B>!l9 z9!BbSN!E`C?AF^9n(f8^8W27L_G?%t*{gc9YcH*?$Gs!P%{S?r_x2s#&%8piUq$*? z^ppHMsi3)nhFRl3PU|LoEE(RnShVv@d<=JLd+a=od3XF=pJsFvsR zZ?IQZ?j{3DSL{m0;Co&BH_x9AnMKf;XBL0fOuLEn$HVn+Xl{f04}9lidZz9`a^60L zV;$gkrr3}iqLyr;5Yv>`)CJ|KZ10+6^W_Ay{nVOY7*A`-{p@oyOvMMq333 zQdhGIJ*#0>Dx@u8)!o{a!I8VMEA{tEvEG-kDNg21kgp5pU)*0*px66Go=4JVwCrqz z^CA8zRt$&sOYl9yyxbWBXPY6;$DP-)A~V=japY9kWi`dcqFD9~=S|`?wwO+uDaNlu z?>F`QIIPErPObb^79+YqCHd@fcb2>eomizc{ZEH}J$65w^}AtHT?n0zM;&Q89V8X{5mHt01Kf%3Fu5^g8^!C4~sU{{=oZ5Pv^CJeL6GCAHGl42mV25D2l?3^_l z*JHp6yv*~`5x8}-nQR2<-(|mpTy;CWQ?>OZ)}F?ax9Fu5Y?7a7kw|bKIm;P8^*~=E z!9CC!=ywxsQ*FLB&$F<5qNM*})Sh4}? zOV~X1$j)=L3O(QC>v<+O9K*hM-LYbEPgnM)RradCgPGroKU2t@d)8!k&NK5WusFNyD&bP@w#U0FHDy*~!W{)sbv9P^(BHRw z|6ol0P5e3qhpL)G7nyMvu+N1?uE$4nrkuW)(<%FX58?%j_)22t@vQtLYn;FX_UJqB zBAc;9Yxo_*Z=ZDhb5cD|l2RB`8~SbV=Vh@wc}ns|;Q+^e#D%%W>Rm8LC3EpEZEC@P zUy*Y`A;G3blK*ehl^-pg4?`&t|nfc=tQpzJqve5^pQ; zzi)BwY?2>|CB=L*N)EXH)w8aPUzdu4^PSnkt6mgG=3{It5o;V24#teOc$F1fQyhPs z)NAqOG8Pys#w5!}@{H&1yduQ%G$MOiQjzw1@u#p@^%42bBk36|aI-eq8T2=V?q|c_ zA(%?FS%Ulh&F9zlPU{51u2kV_Uk|&45 z{qE~bzR%q$_I^W$d-QpmXq1&cyLftkF=wdpE5i6d@pGl~-x$3ZOfSKM+-b~&>R>VD zJ;$FM++3)b6jgi(Hr>1jR%~KptPNl~X z$MVg#IxTy<<~rK!&yEM^EzdenhTR0xHZ>2erSWyxe6u$Hx#C)JGrN{vr}sxJoo6C@ zwfh^(@6ucHGR!n`87MyFn(Vi#f~}v4M*qUG6b5t@Uy@HI_4f+vX*dtx!7HYSCyV*$ zkGOjn4qT^~!jSDIX11o~UaV=wa=Y1JvoiQO@7&vzB|nm^Vs7w{7lyMhxL@G z{4R-3*HY((h#R zF6;OTNM-lf!!#PgZ%WbOKoeuZ~HL_+eq!{^DFcx^#z46W3m9 z7W|%Ec{4W5J>hQ0OK97GMUs&-_pU3oyiLR@Muui$;K zO%P=wSh_nBNSo5Z~cVX&GG0gcNLGZc6KwjH&zw0O~S{15ZVa0lUYN&g zroio0pR+z`P=R+H%o^cIR?Sr?hkX7de0k=)T%v^ zJu5gfT)Wr#a8VI%8qMEk)moyAM(Gp9c+$%J?kaQ2>&IA|_z_=mq zabG28OR?v5e5iyuJM_66AI9;30i@fE^WE{OkQg%wGEYGwdG%I6AaQLRX;P>8JJ-*_ zjO@crMzIwl!AK7g($sVY^sD4gIT%-d1qn$L9A9C%c|3L z2ATFTVntY|`b1lE<_)Ahi55TN;=`_Z7v?i~%xHa8BYR<-I1{^8v&OZ2KegfV9cPT# zUf#U05kHa%Fi&5Hv;GDsUd__q()3d;^Oks^@i($oEvRgv^G)n~83dBY?{U938fkzT zVvKfOc~P^1xvUsleM7SB*_wu@%^~;}Jx_*0-m}awPAa+OX?#Z*jPv^|?ULVRJ2o^H zJ04{1e7AXxme=s5RKCv0d1st@dJ{>TH*0zGc?d5)29iaw=?VIOWET0D^{12SKkO-? zO);#0TI3o7&Cl?BC1!sivSe-V`%u3eItSoq4NSd4)GNUb$t7Hv$Qx7ca zz&bPOcrxshbMGj+&!uJdm7M0-lXTn{6UMV}HxXhzE!wd69i&--LCHvv=R|oXo6MA{ zOgTwE$x@pbTt}45v+Rm&cblm5s2*35>SRZ+CBcbCpKP2-m{)_Qr{iEVUbY1aOI?x5 z+IK)H*&CZddpYL3k1?y9dyJj4cW97)su^K1+jismds(}pdx=w_-joe$iM2cYE2i(U ze0C^IC(>auYhB3Fhhf=%m{biv^Njs6?GghP;m85FF`9mp$@VM%DFVsYNi={zUP;c> zf6dyQG3346vDA0W(}DUh%zMJWvGfc`6~mF-W#`TNp^g^yZxxO9!|S0q@E*Tej;uNo61lUUM1n(bYJWYCrT-i3 z7B((3?s6VC8W%stz;>jr4~HiF?Hr>{#Ph9Cs_Ewro=_JSg?M6nXbfPP?Ihk##$+sC zEFxz;*qj2JXC>iq@vyp?;e9ebz$0q0RMrA!O>s3WJi}F|>M^-xlc{byhSv}y-h}#X z;^m|6TpAd^q50!k9Qu~tNAl6>{uQFjxj6nYMm=w4eHo68#JJ`V&CJ!yb=#a7L4qUU z{yVMS=7(9`yqctsvgrNVw!q|~WVnib9wb4YR+lHi_k64#@5{cnr;XCv`GzFUet@%# z(ougiSt9kq^Q55?o|o0jSNi)Gdm7{8Kxj-5>9ZsM0y>QKvmZ}OM&E~gi|CAd$GKx1 zMA9dnOI?r4XuMHOUWN@Tu_>7}>Od#edCFq>LZ4n{hpGBc_O&1A^P1j|BFF3cN^Q$` zcuz}lcLAi6scXJyP)nZ`=-(5E$Li@l_pzyO-^Ra{bjfPs7x~3JBc%H7ZdhJGqRcaI z;8WgqTng9qcy=z$Z}vGg-RHB+IXrclIPoGzW=+Uww#iP1yj^;X{>f3Dx=6o4s=vrp z0|KX*A@-$3GV^|j^<7|pDLEy0{rhGK`kDaodK&@ z@K#-Y)J|!M`5**$aarEY*;Gin*)mOvVe@E_F=D z^1QhsO*4I5=bDXT-;-qZFT3L@!8=fEFT1S3U3ExYSt|A+b z!;+uqnGB@A!87lv7qdKGgH=`fS=(VxxVbwHwE0;Ynv&XJ2We zQ8#UCn@^jPwjF(zI5%ETyR@!Jr}<*p$9VfLS!z4FjF)dVdpBggotQG&zuLSvPhw9Y zN1iqR&f2ZDs)akr?cIka*XZYWjJTaQW$$w(*X8|0cD*$w)kJZ&gyVP6@gD3u9Ya3k zaeuM@pT=%Z>-)&Ql^wfb^fy{8py?}SjSuO3F|IT=*Y<%^4?p$&^*fzri&lrhX^r?% z8H%Y%v=7GI2a_XVR0d~~Pr93!zm-jg^Nd5VCzWUx!1Hpf{L!3ngCm&%zIWYV?07^U zbDZhG7p95PZ#jNF{nr-6w$!@$QU7NL2<>kHbCj zwvQH#3cR=-CZ0ip7ip7yKY8|;8q58Ry`&(*U&3P_a<-EDki7X!CgO@Lc!N0F5GMw) z?&I{ogND^<*d2=PVDhSQriwykUE3R<7DC|*eJ#e{CNwXBi;M8~Hgf(0*~9eqmCxt0 z?YnGzjys=ZSj_6Vro1d`*w58ZDlqS4nd}%S?cVbzwrfN8Jm>uf3Ws2RR_U#$Q!#(9 zq}?$ro~$F)T-%?o?G_n^@{8KgewQ@{kmNG#XwR?T)!%*kO^&vUN!Nl8COiA}kh+&d ze`@gr{Xf&DsGf)N=bd^_wa>gO&-&>VnEnVYFBH#rIChIzo0VoC(JvWRFM`^UuC61p z94YpXGPC|kiv!^P1#FTj{&DzD)PHia*X4~f@c0pSz7z6goqL0J^WnT)TnY7tu+*sUbBeMNM(*5!OZuqw#WnT;^hp|oh-8!>QA@{CXciDtI z*@04qWU0`63?x%U`VpFsXQgN8ydQ>U-%m0;|B62yXxWWEsoSxRR+)FNWclRu-79{L zWUc@BLT@r1Pv#qOCU>~KA#)#(Don3rmn)~ozu;4dw`A2;R;n+=l4`Bfx& zkQ8}GmOVkeA=VaRpU{3R{7&R?N4kD9KCO4{GMrgujNjSduY%~E43XJ^bdE6>>T4-H zH?!8~q#4iG3iG^FJ<4>;8ruwaK4+JD=l$)uygU3 z^*nqiOwNQzWzu{C^X$Bz>F*28j2B@1A=)1#?%oWQtomIqf~IavGCB^xs75S%9$x-p z+zVm0kGqaDjI@EhfA)VWp^wLl5oW6g%tAfbF}pP?lC*@ei?ZYuJhC$+v(r1@nmh6K zC-AEuj(o%>S=q3e=hlPpF7}*Hg1j5tj=SBBznnKdFM2h_szo&Z#P3^KDtkavLA@gF zCmCUdo(7ZqCi;%W+~1A;0?VuuBYKFaEpe*?9qyy?$1Ir&lml7oUzlXYc|TGWB1vs1 z{b8*7uDcj#H)2|SS00Cr$t%|Z7PDd9!I^_tXjQ@YiNZ#I8^5Px;A1d*o;S3B>k>K) z$B<-Vdx^|X(D4Ifw#S9!jV$5V=j@Y;gD=pmAC_N5(!5pp9HPm&^MYvDMaz;rcdzr+ z*lnbUmo?Tu(x^Th25C{>RkQSvT5HK%mzDUNozJ(+ziFB^2$>~P!}2b1^dM;d%OW4c ztQC6~BST^MrnY15hJK*gVAjj}=G1670iQd$wh_E;baV@y?lj^U7Mf1a#zuY>TTf%H z^Vl%Y7-vFZnRro$hh&}oJeJ7Xhg;cUU-%qI?y#{O9oFmRPnvZ#UVnX+z_n@m=!Rpd zesv?<^NxH24fbb+m-%%SG4GCo`;yIc?!c!;`rU$zufQiOtS0iCHm?1Rhh?2?_GTYx zggwT{?wLk-{t-)$z@mK9Om?UKtnw>A8jcBxWMfI#l{Xzr?w$N2-}TDqC6zR;;zR9W z{WFY;l4^){kBjGd^WMs=c9~hRiQ_x)JXzt7!p$i-^*P3jCFwnSz1B!yV|?lxz)lg}U;i*Q|T#EysdV+om@v0-m?9{{T%=>pF6VPBea+T^G1;Q8DcG2YmiSv*{UY(Yq~1y zB5s0kvNM*$rcd0D<-1JYu(S|=y3=;EZ>RBr(?yul+KyxCXK-#OcBjTl7wnp$Z6ES< z5JgharI}-wxOO8(4|{F4vYCw+HP-cOIZFwHLSHGbcY;p^~bf|xMF46#Ohy}(u5$-T+w=V|vJyVf%9 zb*z$gycO{GB5i+QsXy>}4u2{R-|U#puD(O@?qsMZbIx}pdJa~p>vS(%MzP}tXrxBf z(|l;C7JXT&hA|eBeTi9MFE0E{rsM^m2i@A*JjsW%O5_+lBtzrxw8hv>5wdwtF$#YDF=8Gp zrt9lk(QX)tv!)^Y$);o4KiK&zxjv+4YVaoP3z1IbN!FK#NpdC}R*FxBMTXM!yi?zk#plWN z%w2P$Rcc#w#p@?Y@*%sX(q|8n+{h2MkaM0{uo8_6k!q)-M?!QNzT~;a8rKxz$3KhE zy~uv4o|lUAM;rfQl70`nWu$yri@vbWj)xE6p8MsFq*+DEtT}p+ZL87vEhA)2V;Qqe zb~N{fU}3C!8|tH@Qr|<1dF|O|tg>3GL(b zK2r2KRr@vkc#iWUVN=@q-^lko1RIjOxcMU)u6}Z~l;hvxz$iVR;`nfEdJg|?XNOi$ zD9@JVN!Uq`r$KWUOH82E;q(|tvt*P=J9w2WEB$?x$X6HRGWX{jT6y*ws&x^Pr2cPm2b^Dk({tK4D`5H- z$lg!;x$M?S-2Kw$)LPmuF21PeEv%D_HQng*pAmbJXAc|pAoC6S>aM2`MD*3zyo{7p zX`k$8yFK6Wg-n)0rHqfv8b78c!rsksBWMI;!Bg-5#&xk-yF z@cnl(RiX87yn7D~zQcv={PxU2>%>Q@sg+IuVIe&lG)hUSn$zGO<;uqk-Jl5`m zN6C9%NiV~U^`l-=9qU#-*Aru=_&;?S&T!^D_S)jujkr>WFZ34^UuNS$_?YUQUA4Rg z*IMCdNo~v0JWqe?veYKrS}r1dsh4H2S|l#~%VS=_p*!@LESiUst2xhqh&|rYOWv8) zH78Dme{%Z2fLWEbIv(Su(5;ax*ZI8LnU~446c!(goQFaxZy)Bd;TNKE5<5^tenc zKi$72jvfW4=|;^v+`iaxqw)LFyDSUb1o!VS>qA$xG*di=FNN^!9IU&W#7*2q)Wv~0 zw0nu}KZzV$@vbE{v}EhIFr*l-DFWZ>Y+1p)w~93@qZbtc6yJ}jmgmX0(`@px3Pt6h+ z`8yS#{&L-6JZGg?JQS;kkSMtz7n3wQlh(oV1hZ^+)=M3MYiZPxhU=jI4=b%@m+|Jt zskH6w?%`x{U?O&+*Wde)FuKYo<+N+_lhJ!m5izlm|$?)0pFMy|!`ACEtzOrXFG{ecei;;t{_1lOE3FIVWS+&n({vYPZp175$SjE_*RQ!k`uI5%y!r z?xN=uE$(KC2l@ImJU`qBeOPa!sL@}PdEC#yO?hO(&MEYRn&KJX~)z3-CXiE-&%& zB|PnQ_??Q`J#gbF8m}VdI-YtH3na@?S(-eK6{)rKfd1R??HAZ)fNM9??@*YWLDRm@ z=85Z-Y<8)(dCGU0tJcG{x=69e*{T@0nHD{bd@>(Bj2CoZ&10bV8YFIjORB7vh2=-$ z=Uezw2XAl3f_-^;R(9PbMm)&UP1&V1uSkCKCwwl6`(4GdHaJm*C)~y(-tzN_{;nY7 ztt?o=SihOg@^&kg6Ca~R_IN)@qx~@XS-!Xpg7aDDO8(OU8xD1MaUUs$>!X$E`#h|+ zk$;9egqFBgQWTx7zuWoDLRuc|x@!2644b9tlZcYqoS#DT5q7=Gx5cNib|LBVUh@dt z{hjv5m^X@&x;RTEi*E23MnnBL2a zUvlP0IDKe@9OH!=ue*yuRi>BwgJCcK$Em+=1!NV5euDu@tSzqQy%AM33xJC%oLD;BE{r>rFF%{tG~?lj1B zAy*MSHS^a2#ugNx&|k05VD@X|c!&2r zf=!=@cB##i9P&4a$nWFBjr`{{JnCzdyszy>o;)*sQ}2^~m&*6h|Y)#}=vEat7S?fk{VpPhGXH^!>{f zZ?RzVoIHR>KV0im^fyh5*)VzE4AKd5rD5?sY$q9S8XG)D(md0eLB?cn$$RM6jsJmO4%Xwp z+K&*Gvl4xzzrTRcxj6Y>K^%HYFUQfMukps}wH`fB(`r6jT!5|5hzLJmMpgzKWc=Mc z@^kU4BK|C8qt=*vj;KG$mA~`L$1yA!kgkDl6}>!TR$eQj4yMuRTC~B0?(n*o?_Z9! zkFeM_GhH+CJPnUdqSscvol2tJJUCA$KgH9mKF_}9YuJ4TFFhVQm-DEss(ixzOzwa_ z@ab-2{zt~XdT5HovP@kvB*U@nti`N@b58tdX&U1a5mX4*I~&7Kc^Wp*{3oW zP3D2GnRO2o*^kyT*;j5g_6Rt(;j4LWl5e(+wQnfmeuvS?B~;jT)r>zBUh{AuJF12l zuOV9;x&f7SaFFTQ9O)MuXh{mt?)4{GF##ce2Y5WIbEIrD0i`SLSKh z1OA#QPL{!hg?#05ei@X%!Tk!DeGcA#!dIU4b3Wv~dV z))gCmWBot)%q&snCD(j|?cI6dQ^rU|^SVY{ie<0TW{S^8vGw6bd!3$Hk2H>blQCxt z1a@NVH)N=be~;6q3hRDu4#|3-?;zb8t4|c&z930ktUa5xQkicdyOm-82cS^JsM)ob zwK+>z;zMY)C0jBb&eOwukt}s|-f{E@Xr=PvEV8DWcxA}1F|+i5L@AQoum3hQT|(aH zark60`)zi+)tJda)*74g%sUlPlY=zhDT~wcAGqc{X?EHtvs`vYTmq3ra2Za|OR+ea z%&x`i-=SF%bKZsR7Jc8#?&D~AjXopUCRnUv&9S)MmreJGVpaYBzns4Jh(@>2tvZQQ zS$M6UvbMRsyQQM~Y-Eg{v}`Ssy=sIKJseV*UT+MTbRlFcoWgC$5QFFlrNAAa_ zRA{WA=M#*a6)tZ^?eu=3)6p4`Ic zW6m*tXI*#Zv!nH$3U?J~bG`Fj>9R=N$diHOUm0M`)dkkiUiqt8Wf0tF@q{`w$vxb) zqHQFoEpNu&RNmcpwQ{!=sI#&iTJfZzAIvL`Q@3%T~qVc+ zB>hBx*}ahW{u}V{SoSX|x+lx#P4KzTPbDbSGya$E>pS7a3cgcJFAuu<7JRScCz%(D zh~KyI{%zR&tcaTXl8gNP5(zJc$Bys491 z5*y0kUlAkaeg8BPoF=B^nePNx=Z)+`&iByMds>&nlUu9?uz2`JK1S#mk1q`$`|p#k(KG(;{NWv+z5ZpMB(avIDh%#^*-pE#~Jtd$NMH z(8EajH`h;bQDZ9kM#6r97Q;n|wf@dK`DExFMXM?p{X2;dqG|F|98R{Zf_j$3ZQGecWt& zFBvZ3M-?FP8yQoTClz{=-*XwMFA*E3;$Ldo_vC-&U6q<@%~*W4W1k!S6qf60@JX*7o>|AwRTL$dgE zAo)gTdWfs<88dm>R=OI>^RrwUVA-ue8~G+;@WgrOvJ4}e8x!(EQ7^j8ZrYTiBP z?P6-Xx7O|=D5uuyVseIywWkyYMfor}NG)RimeAvrd1n!sSm9_&L1#g-@g|-%-x|Q6N(< zv%{%09D_f(56;@@!mOCpMo$|5Mp1Vk{LLEs%W$KMUQ>_b0_NR9U)Q>=5Y1fAY+>o@00G z|5ixerERL(*CXMHJm(d*E`ll59sQOT?Xl}NSB=r8F^gUg^Eo^!u_f8aE?~*zF<&4` z*5et;zIy>lJBsOxX#53<@@9P+Jo4T4YL&#*tH*dYqMlBB_;>lCiB|bf_tHJNHmy7JqO2RihSFrWW*{;jsxj)9DCfx->=Ze z9HX4V&PB!AA&|aH9@nu)Ni$<|$}M4q8U@}lhK}#DS88kKE+!QbOW;BF$gUx0 z6A>`?;OklboPtQ$3h&mlWmA0~fz{0mqEE6{HPc5Aqb5UjW$jOL=kpFlfc}E#m+d;OU;J(n@HH<$U8(#3~5iFC8L@WK(*1MO(_d7mZ z13!1*LgYEx=i4C?shU|+Ylt`13tB&;MHBpQ$#PFyQJVWZxl+F1e|fT=J+!k$-oIdd z6_34-SG9%6S{z%!K8;BCFmI^u(~>xontYwv^%ARZJJ#rDecy`b2f^l47<|ePYmzC| znl@q1Kz2xc>S>nxR)RG&{tKf^d9MZQ-HTNh=vR?Mn{fOb9?}Kx4x~f&)4vO|8?-A; z+8exHYNmlco1^vjP|H(^*7)8SD=vfk0=9ab^vS=QxV4ORQcrXe{C@EIU$bt*-M`8G zEWOsV;El#e9AAJb$uBk*BUAU`BU089<35GJEVHDd@KbQg$2h^Ma z*go_AL6%&7zQBi;@b=;?o}6j3&9PmN(R4UWpF7#|9&Af)F8qFk2DqTN>b*0Rf-2#caSFz{4G`WHl zTg^X5&lAMWrMQ^q$}jMqf1%x;_tqrE5-22J`br*jKaMTs6*Dor0?U-g_hi86%iagF z!3G>iP4Oq_l5=>?jkB8EU3h+B@!=Ygs2vX6hsEk$pG`GYGh){;jA;s@2svZAa@G=`r$=eoPHC+J^d?RV4aWIE;}!-V!@lN zRiBHZec-xVENN}E8DOMiSU!8Nva9!h7?3>1?X=B~wW%~|!;ZI_@X1` zACV*#XuiU+JiqEq!{oz#13TK&rZHdnkj*=oy@hw~clFqb?BDQ*Y9dHEGA!mhsUVvt z@0)0toMolG&iqS`HD^%C|bWoWpfxb(2N#>aIt#BNZ5<RU|PDvchuCL?;JkzSx2R|m^`xIPC=BBEcntD-XS!}8K?>2hQXr}JLVK{s(d~5lA zhFR+I`I9iYiEk3s@S~a$Qu{hPs<*iHLs@{w*ZgVqE>e zJd=%<=aj$F{BAu)^6{eDw-%p<@a|-Lyd1xhWh)uCk_~T-DDbjAlW}1gDZk)-$ujT^ zsk*R0b$*-ton7?33-|9b*6r}DP3CjW+(ql`H%aEfYA`*F)+_kqhphM-Ojh#L^VoBj z);D6vy<+jTtdS?yFFi-3z1KfgY_#G5Y3up$rUKu*F!``IJm2^VtWWa5%Y&^0&y^ z4TiHwo*gf#9C;f#TETKJ{4askLgS~JM_JtZ-Aa(WCM~r&hF;ZZf4I5(;K3YnXMb@6 z@60pLvpAD$?bF!cbZ9kUfiq~HDr2{JFZU<1!=NnBX~S1jIlKbhZswWCL1!Cwk7ln& zd1UU(4S-zoyyVVRagi(8)p9TXO%^+?;4WcZvOmjPE8{_DZGRLmiWp@uJPu`zLrHZl zbjF(h7}6ce8biJ6MWXCmoFS4fLveccU>k;9DhqPxRO6 zd?Iz!OVH~TabvoE?fF%ITsj|%>fu>UsC>X0_wv;7{Gq#9&Ssk@&DctOn`E|X)}XJ* z+L(NaqNkg)d4Z2y!wXL}VzNY^&HiQhVfcCk47(X=hH(~Q{1Udv4vur#aGCFD?`zYO zjQfnW)Vs<5`K9>|)&40_ZIT(YpY2c>T#joGKG~&kR27oG<#q0fCi~!YmY?T!d81Tj!*T2#_Uz+T zscVqh(k=N`O*&oW`lB;WWR>|JuGO-3okhAEN!`TCI+8p`vEV5@rWuXeYdIgkSI~M5 zy&f=j7e8l1Dc|6a_J4ANrj~Cq*sUm7L60~0`Q(e&G$GquNdCp&lhNaGG46x{NpkL> zuq%|YQ#?FjWK#oCgr(F&XXMC^)!CF#tOHJ zC7%#mj}Rw!!M(0mrJz~FCyijZA4#sEL2@7D30x|SB|~I;$XB9$@@XVf(+X%z^ZRd} zklJb0&AZHJM;SZk(#o;Z*VxdHT*-Xe)OcTtaZRmNm0YQe)Z%X#J>i|4W63GByN%G8 zrGKa0MQoA`hZh=eI{q{x*Dx%9l6Srdzo(7xv^A#^o+qzxH5UDjej8bN6^uXebG2)` zpJ1>M2fl-S_M)C*?kTLA9r4S|kbN{c`}iBJ{~*JStX%^OKOuc~j!wt0C1jbwx>I~s z6%U4zB&YUX!r!~uV;_7Ua4oY)#Lx4UF|^8hoo|qjnR6|zl0`31LF-!^|0eB;81^2d zp5)Wt)8rUqZ1BkvI$lSPccI#l)cGbd5f5H~^K)dm7&pEbJMU-te9!p>7YFgU*GPZ7 zx!1F5R<>f=yv)<4(B>_&_khatezLEkh%1${V#^wS)eKiki3_=hmUAq{t$hn&^R)NM z!TAt>Kk6GU-S3M2KZu}tlDQq@ zN5KAKi1ssgX)$gfSw7P)HEka9-XLsf$yz61`Hk$_PM_pJDq`-&MymjqK`d92g~y0x zsgCvze=PyAv9!z1*o8Qmr}76wbqefK|E2^TljHJvx_w-rK|^bKs_(vU%_hh3$6~+m$+KB~sd(}y3-!ggw~V(JgU;1wIO{y*rxVZ5eYu*n&a;jU zSds6?PqM=aEHe=Xt?{}k@9yif0bjd4lziWYHoPL4lJ!-~h=rzsX zJz+JO|C}ufuF$iT7I_vo!OHU$DIVn+2g6}IOSbhrALV00*6zX8FVjrz&hPq_a016nK1 zzlX=P!Q#{!OYN?ls>vSLR6uG0$ElF|(5T5n^Rf~1Ebk!v&pqOXc;4L@%}BVF1yXnP zSGJqv_g6ga7nT`nWouxRmkJp4CBFR+8ec-?HpC1jHYdtAYKw4Z3Z69(5C={?sWGubCK$1WoCH~zjIGOb~e{9twHI|B~~iy9TJ zLzlC1eJuWl!KfCHSTY1{y?`!1A+Lrxp{~y!u z(Q=P?^Z^-P^hqsjxCw@-QJtrnjWD7-$;XlX7~HoJCrfhsKvU z_a47pEmmDtFnUh$%w_4D>D1J_XBg{6acT`4cH;l{7%{oQUtrxHe4!Pr2YHnzDT9r$ zTx^)j8+Q7g46uE9d-kbSG4pfcO<%n4MeiTQfUk{L1^UU&d?|^aHpfz}&gUtEMYYwm zzf=GF@gcPeQZ?dny#J5H#l62>Tpi1jAgS_)-l1kFK@!-OK{3aifSn$)aA0jO*B=npUUcbR&9wYux14 zdQGhDOxv&hKTyBi``FErYxKE<@3qIv4aPXvYChQ~iRK5g(Q;CkF!FsOW;cvWHrd9c zP0T89m1<9e=Wyf+(kwJ;GW48g{2N#xIlYsc@;M_9B70AkY3Q$eyq|BvA7abpWZkZ1 zGA)$G%tmJKNUQzWzk9*;-pg#e8wLl`<6-08VwSpmU^~wpOZVaA%N6f4u%0H4Cf9Is zlb7Qwea!ioR$Iy5&gWyiPG;IF@OY2Zh0OXLKdH`wTUdUcc+kL@AJV%uW;|n!dkc>y zKp_?Gk{2+$nobpkYwDBTlMjnPCqjKQ9P>nV4$T(ePBrUFvPyi&zB!N9l0;W%Q4ZRv zP;whaB(qqq2!l}eH$1>2lYh7ZTt3k|ceIiw?~k~gay4KK&kqHLdUn5iN6C!F4+aZdcScHNLO)4ORt5ff8c z_k;_cO7v7C0ZVUtW&dB!%=JA?RkfA&3|Ju160*kRV{EL)ld zFBX}yUnx8H@3uaUFxL5W7|B!eOd)6Tc3}RI+N8GMnb?w@W1q3oX1yk|Xm-R^BwsQ1 zoNnAA(0mKyzO%kPiVZ99@_HWf9>mY(cc;RzoUvz^@k25Abe7ph^MBbT&o8ng;A}QO z1e%9=KlfQ5A$h8!)`D*Gw`MOwDMpSr_uG?CRdn*t_X)5Ht^<(-C6e zYb=z#7`dk5@p!mAH>Wp@&#UgBZ+ae)=E3@vIxb|@{HvF$WhfXTM>fos}N zwad=gWLLWgr|)E)Kk@4YYe*_+tbtc~7+=W($&7It#NPC;JKJ6Dv!e^XsqQrTQ}j6< zACkBGHL_lU&+GW}K{)-5k;mgpd%r(s`<$ge6%LKOehxP6*tIycO5@4nu*q5X{bBjG z(T;#c12MU7!Bt2DR~~ObE&R-G@0@Y1#3qOEnI3#&3aqk=;4qB*9Ly1Ide7m8FT!SN2QKY&5*!CgX+WI z)A=yiNsjDssR50uEOxb@Ygzt4sLbGBgV{LM)JxN#5bOteZw$LE!L!nMmdYO28D%S0 z^)|w6KK85V`?cR+vd~)AJ5=;5AsW0&f;`=huPh?(EA;-MU`5#suT*zl2dRdvT%E7w zS>_Y;YsGf0NtkN0h1q+jkycoHl4*Yh3G%J*YMz>>KG`igif8pU`c;_o8XF!#qSO%| z%X1sjuq;_#6$kTdxHqg1rT?j{`Up&N2BC-1CSgo(2rnb;qhjGMmKdR59qqGg=tSIF z$e&8kJ$J|cF~(?C{gPa%$G3`=N+D%Q8aAoQl9j#}Ze7baTj0?7q^yPAd8ShuF9(YHKhyqUdL6=_4%6oZ zvt@tX@7QoYEW7ysODvfW*?+{63!yfYty1f&lvnQ<`(@UD-%9%pnGeUi8ho$4`EpNg zgSigDyj;=WB|>JG|EX+ptdY9=|8{b$r`arHBwzWTP)+8wx9ODJi#eUz91}X5_XCz& z4%-$YP)=$NHD302J&Omgh*~-8UCk)nMZ(-4nh%vpta!0jP4&KnC39+IIK4i_#+u~) z|MTpt%sF3+C+YY$d9UP)wdnOF-#EdVwbAv%LGaF1L~`lvv<~(o)1N+h39~O_q1|lX zgd~^Z{NZ|jfuk)%wwHO*RCAT)kI8HPA{?e#Ve{-|AC~5MMoyT`f=NGGrtZvxdL4{; zYrO79swpJx2id(oufZVGur<<4poGrli2jkn64hQqIT{T4KO^P%5ZVhdJp5qoYR zW%kl13vH_X-G!~GrITkJ)2u6BnRAK1>Y1Sk*-~3JC(cvfaw%PsiKZueTo1*Qv7|VD z10M5VJocO=)8!2g}!(*PpGY z`MkStE^qSYFGcEpWSoG1%Q2y$h`$}y$))*|2+@s&4>H4?+ z6L50~Z_TP*mG!d^_(F2Mg`Wq&_7ZU@_tLtE@TJ-H6TX)HwAYg5I=I!cE%t)zc9_U8h&6iSLhhdZP4i<#jmpqH3Q|3JWI1RyC*e>&@-3$Kq*3y| z^)q56UYV@6xnpvTF_R59r!ohcX)G<8kt(ZMvLodF`=c1PnoMtzG<%jG5Hb3Tj^CSM z5dDk7;|FbaLF+~Gl)=;^y*o>fLSlIZzSkL!smq)UuDR=$I$&$P8U>5Sv@gp$l4*NA z2G_Li+@%RFfw(S(cLltrd%$FTOtF_w_t@3O!zj#{?^SYETR%-@Br5 zTgZF`mjgtLar!scGy61#Tao98S6%Qa^+_JFzNJE04XZ|~tTrV<6FeVHzL(fO)iSbc z^cf@Vgk;XuCO33P9{LgM&Jmwh>opo4t$0QYcs#?u@50HpTDF4tN)lXUtPxP^N$06F z{}rb$(fdZPCb7oHa30C4UN_sDHpwWS) z|H8)aaiI*$trw&A;96;NrhfKaG?_rc2hEa*lRHlTlHe_T$#;OYu&C?ZMf|TmOQgb2 zVI%y6ebZ@hFbgLN)igr#+BVfMwc56c3dt{>eWah^NA6Q3KhA?}^E9gtX1_TS?j_thx|Ry;K}=uCf9un2 zqmc%&QCBl2lVWQ#7RHBds7+jqXKgeRg@u^qM^%w5nz?!-1m71RC z;O~==UW8Anar3HJFvCh(f_$l*b2!Y^QQ*G zV(9*29cT@gJn@_a-`+H-#TN?|Xmzz!_FX8RY4%3sJV`_yfoY$@xq%s56zEl0-zzXL z`NVpQ4aeX{vg&SQ-G+3$2lMh>G~WU5hJJD;UW92AdCf>;VkKtS?Xg!4=x!?Le&AQ>>t2{orttZp+Ceb-3K_556TpYR?bEo-h zhWUp3w+5PLx@wtDm+JcbY#m81tj*Zm7C$SBOsPfvs~&sdm^&!N* zgGJ2|#+%M&u~lE~@UZ*25j!MW2(Hp__N>X`-KX7eOr4V#wNw>D3CUe7voDCXLu zIotJM-_(R(=XFaXRMWdDJhChNYI^nYyNA`ZGXMS#7vD1KQzGCd+{u2&oWN-I#L47Tj?Iu&4#^ZISpI1Sg5+wUuKXRrKwT70BmC+&X3lEaPss5zgYf9f#L z_IV>-`h&SX!Th!?@ha<1W81Cd_*NX&vAKDE88LbMqV z8pfjklHngSj52@DY~RGzm5kqkJ+@%(lYU~G)OMSIBPZ+e583j}z6{N#^508YVtv8? zxm$R%E1cs=(p|3~MBJ}@))3OGjdLkIyOMA#%P*tpa-*k;d~rR>V(xAFbfQ&RvEoTA zT?Fs`Mt>g*f5Z77Ft{khZor~>Uj6@Gwr+ZE<#A_PXJ={s4GYY4)l!1}57+lgs2vN5 zXT-~PKAQ}i6ZPrOe}B{~_a;&^=P{i83^G5vcFGmjPkL83S8YFC+4Vmy|HItuH@gro zD)P7^jk*mllchIzZ<7af7i`KIH&3ZYvhq=6%hT8F?#rp`hGuyN@5hT=J;=F?jgm>> z2FN~N;ERR*mEG1KiM3~8^b)?GGtJ|1y@TtJtNgwRD=#KzQOvklw5mw%>2#P1gAUlc z8Gk=4xTf!jD<5M^UtX{jJ65vcMdDu*vc6&DpUs?;Jy(e7;2pZDO2<^Md9eV`Ga#OmJdKPp$!Ej0S!wPo^lHNgoAc8( z-m5~l17ZFK@C)mBWHjVJ$FnIqAi(%fo+la|qSQI+v8R0suW?pvgN>ZLXSoi_x%$c4wujai*3-X9m~#wEu)P*f>rB(b*>oz+Z(zYZ(LP%YyhP0E zB+5;p!`oKOht0W`uDR>j2&eKq{Xy&X18~{yo%?9Kixw5lzD<<42BL}Sy~!}!=<&yG zd^q)Ot5}5^K(Qi>Ym+$H$KE&J0bl-E68(1tABmEOuT+m{MfzcD%2 zvr|rj=Cs!#SaUo7oWnD_h*qu1n+!t}A=g%98N%XU8mYEVPsEI7#xHHW`)HDCMH}#S zx>$M+TlUd66|i!BQkor)^4S-3x*f*nk~U9b7hr2S+{vBbZbm%%A?Y@jF3(f4Gx;01KCRVtd~FyEhLZDBmK{#7dD`cG=INwNhOA^pIT^?Q zGhZzc>kcU9TJ%+s;CpRfHs`^Zn>{J1eteLXWF2h=;95(w_0qaI%~JWJu(>zj{}Zm| z4(9)@cu}%k--ul&@tx;Llk+_dt%G|Yvq7(8MXD>vUJu)6k>X?AD1l#X3q1dK8m=bM zV$95Ux_KmRWBm8M|14&v!qZM(a=HJPTE!;9Xr-3dLOnZd605fG_hhy@TV#EmP9y1? zC#0#5^C656AoYuEJ4uAQi?)>^Q<gIq_{#re0j>`uaQ{tY8pEfRHhy>|xCR=R(xErDMs=9ed58Nl{GAZjW3=FE>|P7&gVrJ}j6MXd_s;J*}sUaJTW;3HsE8 z$r9Y0iTUr6X#x!X(=M5;65pe7s(s9%OR9S>$BVW;J0EtJ@QwdJ;Zcq6Uj+HzFzaIs z*h8-$v?)Xj?(=5wPka zQjVeZcVz0qiuaJc8h)R|7m^YBd2D!$rcJzm0FRwzq`ojn71xFSWv9~_qQL$bH_7`~ zuxKL;xP=BslH?A|>LALL!|$BUZKeM?WEjo*_ptqE*ifcGu5xTxj&4;&?5Ck}3%h;d z?@MX%5Ghh;_E~&QMz!5EXpZ00+5BQw>qPRdyz3-hpFIMX!Qu=S-|X`StUioq9Pj^^ zMVRD_y%ldBAj@W-K8OD~A2I`L`;q)9_vmsDVh5j^#lHKA*4dTxv&d1$JeA3xyK#km zT9ZVn4txx$ei8-W6sK<`Lr&oK^fQXQ$GECps$D8d4}s;s*wkOUaWq(nU2Cytv{m3f zTBKHVX9%5!!O3Zo3Ug<|GtW5h;92e1Ad&rYBekVtQEW-Jhn!3vr_~;@qD=u(uNxzI zvwLEGQSBcQ(UWtut;m+lmN$wrP4FTo#d^YeqImEDc~9`pP`1zhin%y)hsgG?zAf4C zDe*FSeeNLl7uKuaA-b6TPSbNfY*J;amG|f4T1Vb?D80U6%SrTqgKmHFl+-rf39&g4 zys%(>O0Bj=c(Bv@(9EZ&hzc9oVKI4gj_@m7eqNgwM884w|JvMzc-9`?oqFnRa5=k? zi$ZvzxG_VYWW=e20sC27PW0~%R`0=Ezc52}ea^KW%(5P=5RnRzEH$9=-DnUjvWN0F z5%YO^zf7A~=~Uk6#}`D)zWDtu%(h@g_T6VsMb2K;rdzURJ&3W{f%^d4Wq~m<^C*wxORO>^DP#)WwC?#MDlhV@7f^w+I}})NwFc-gBq~Yu7Y@y zoqp@t>^QvY&Yl;ues<3$C)4F*9R{Cw%-MrgbF$$mvnD%DvYEdlmYm|9!)ba9YuaRg$x}WOQGOut2jo#iNdENF zX6l7WN02-jKf01&9nF)Qup6wGvR4r!zNJ?c?~aCP)|<*=YIgMw@Og5|9bmlD=DrR# zpL%aBEOx>BPe^R?syAJ;S8}Fa$BQlv%#&|4y+w|RxN{22-K}RcYgNvHR5NxF2=ov` zAEy5d^WHAH{0}FNz}IuJ_Gj&@vrieee}l|3ptR1sm(zW&u~RRoBzq;VaqbPJI@6Jm zPiCGT** zXUu!(^B-jI#h8VxcaKp{;DxzYw+yG2z;%Z?K7`<87$l3{e9?TcpRAUtVsxO9`k8l_ z)$0^}>*Hs3x8=^<{_Oe>jNXS@G1i|z>a(mze|a?pyB@)@x2!X%>NwuoJQt#$h>SOD zbuI+^Y0=AE$-=mTrzF?*b+kH-6wS3ttg8*FTrsXMh+eft5v0n~9iKNBh*ZNiak=CsA&n~a!!`MJ7C zrK;55TBvn$e(vLES#OsZy}UVJ;>}0n%3AN{>|d&1ZqWV@_+2VW=A`Xqe*aE`2Uu*A z)=SK{lJ}ozJ(**>uZ&qgCXTa_Ed(P%nHd)(bXr(2%j_g zgUFX%&DpJ&)BCy4`@*Wnj8v+S3cu$3g&KqbC=i1_gz?W_2Er;#4j zZ?jqVvS0`Ab%MbS?7xBbACRG|IX}hn&9uC`z|I%(iq-t%G4Znot&%Zz7KAqySbr1= z_K6w4i}X)nc{RK_2(rhr&wAXgiJiAw&%R?!C0H~=ToiZ74^s-kK~D4<(>Vl0Yl6-1^Z9L z_*_jUgXd-~?t^f+wn?n%&jy!~w*tQ#O>yYnt@i}=5juZo5V4o$p zkowH+`PA(+ISgXwvP*BHO{Dc7G#w)L9!{5Ku6C9fvjb00R{2~*~@;Z&c^uv#J7AysBea|$XprMKc{`p!hDDo@4$93 zp1tCe)cc);krzPYLO!#OP76tSn$Pp>yeam+iQ5%O^)OCmheWEve+-YD+D^WyoN+uF zQ;)@@t$5beCu6Okss5hIEzhvenKZkC%$tn+h-m#j7CdL%D*EPJ>nEf=nxzVnWg;s~ zV4IKN^%9G(;^0PO`J29;IFOy@UDt97EQs_|F01H5Z3<1ms7uZmQRyoIH&p6;Z1G+)(lR07Wavf{>Ia) zY}JjOQZGDrWY?K9H5w)q$bBn(KNg{~uks_-n8#Zh!LKqF&%~*<#^}%P$#=ZWN?s23 zH)71?Vq2;nKMR$dNE|An?<0Nox_xf^{a7PeU3QBSAJS-lG9{l-Dn=ep;_O`iOeCo1 zsxUc9%HUK^{^Yd56|N8$(e43b@5BGauG((2s#U_9e)K!htC3{>0HagWqck=&#ldkb zc(f5;g6XL+>Ou4D4qD3F8kyri_U^?hv&dG2O;T%TGOt^0HOLihR+pc=n@Y^jlXs4O z^I38pkJ#>tWUaa1wWfVd&YYYdYObGI=Nvj52k%spuRy~qp|k}TZsdtw_}gZ>?BqrD zeAa?4ubO)!jhDHGIFFVcX||e zn$D+pv-4vtnrf)o(Q$`$?r;ANC-Goozirf+^jpGYIqH+Gpp71j*yv*ZcP}a4^>Z_C?jQn> zAXmQ0^~bvp_~ru4Np_`f-g#ZGO{_HrFL%)@C)Y=_&Igd3&VIi^@Hw&hJpbn`%>w<; zWz*y;|A+?9m?IgH8t{~Ne7+v)2f*oQ@?R+WwH51jk@iTsA5O|-CN78b73rL6nmgG4 zPgZ`C<=xy$id$Yj+#F_VBxyh;b_$B!~8NmN^_3X0h?N`aQ*pxg(ey>4nKz1Zp|iw$(L7 zANG9J`yI?M4U_*e!W(3{0fJu{_X+W`5dNOaGrIV94ZLq7<7IqfIp4U-s@Z`~=a8vB zj2b|s5#BC^=;>m}YE~Ofrjn#i4v-5Vu>cOcM3L;U{M9JA6Z?C?cj4^+Z-P4~(mm&1 z`spzp&ShDshS?I~lglr))N*#=F^uSsn|a+>2FXeV$5|-)L2ZPPHL$1ZhfQKusRE7y1X9 zvlrxE)c!m1D0kt<(fE33^x=QKAh8n{u7<_)Se>kVec|>I4bR{`BXMQCYuKwXHuay^ zVP$1J%znY2v`KxlWD&a6c-bMIx^}mV|Gn`cr^NfZR@zO!r~OVA{RyH^cJ7{T_6A1J zx4s6@&+7d(U2de^1ij~J-CEqsoue-LO~a|yykZnoQn&VJT5N_?PZs>%%FqX|&tus- z{NNO=tF!LiY_qUH{?zSiDfZq=i?$?4cK+g4{x0x&2QII$*m zS{kcU;ptNvR-k+Kdwh)a)l4x`r&*Q`<3E zFqwS0BiX`uUHDXOp3;zX2a;nU%iY7Dk_G8781JQBDr)Y;%x0vjX1x1InhcIR3s$dG z2O3A3G2~32ze`ZdC=iXCkI40ZK9y&Lm$&>u4CB_Ug+b6i0r!BcMN^OHe?2;4V z-+8w+-Nza0C>-d^qRF>?9j4|S*sEl}#rVhI>UaF>IFYQg|8vg2F`ROBo_z*;@$6Su zprh%Po#yqSSRYOU&GM~2_nT#OLF~DozO&imcbKH2$_TN)Jm1du!Jd3;6r`(@{asR> zDWVNw`wm#2`b@R`-fhIyTI96B9onZlR86zZ5`B7N&R%|&y7WcOGl(yag3v{-qX*&T zK8Pe+^__S%8|GPOasuQZ*3546@)$RVCKZj5z40H@E_do4_Wl>V>KVTB3arPOeR9Fo z$$xD3B9`@VE%7YAB*)As9L=-BH_h=4>H4tZGbC7Pm1qn9rS+; zjB)R3aRTm~M5i;1zCsMy>XXK7d#UJC5ud*`epj6TlvF#+(~BlK`<`5lmw5O8bAQ~Y z?|ZH*X45BCz+R$LPCktx_uIU;4$f>N)0a5)9zK?!)n2RD5Xg*T&wsJ&6ViQzjahk{ zcr}4erd6DRmu%z3y${UU54wqV zIahKk@5qUWoEYn8{+evlpTFcR@LY)JyZ;_5OI_^A^Yn^(Y%%MLB$>_suEEhADAt~2l=3uQuJ!Q{PyOU?jhMV~2hn2|J#K?n zQ!_oN-P0sH7#r7!FAwpQj$RkhFVz*x`^lZaZuIyV@{7s$j@M&84fC_;(1*uf z&8MeBEp=3;;m1}yNS2~p0~CR1Ur3*VZ^_P^onjZl@-`T+q{SofStvHwB=IZeS%hH^ zoA)!;KbNeJ@S>ayeNErg+e?PvD*8PK-JkL2Up~{6yt`hFh z&G=VwIvKfllRO!x4}#pYSay~%F4OKWUbDXle-MwZg9mwn5I?@(tXs&}hLjB;__28T z4SSCz?J5W_b`5@unZD6_2CXkBh(LE?^tCjd2E_*WQIqYqK!|HB%UpGg^=n`GkL>&bMH^a!p_~tIE{Z*d^*{5D`?38Uv$iN;!hvR*NxDnP_&A)`iwQN! zzaRTwX$8x<_nb?8oa`@S-xXv|HI%XVl3jnv+OtEn$T!rHMn0cx<;?VyF=l#a4z^C$ zz8G%I=HFfY^yXoCmbn-QvbQAJDF1_NOLO*xb+R4gxx&3zobTJO=$kv1ZAh2;wYlQI z3PW-tqa%Mxp8MVIgZ^jUhs2SI_*9vOb@@%68V@(-l_aZzQMLHO-?X^|o^7?7O5Uzk zlz!}XmYGM2+Rfpg?*Sk3vPZ?=`Si;E;jBb=V#jjVISqVSoGZ+i4Coy)sYwuq%EY&QN`7`^TwqX9Z zqFQmU?{w`@m#&wxSn9(SrSqwJw_wBfdBO>Ly}=^;v(o-N=mw}&BHIj~BqqO&_hrP& zGxa-$&fi!!l3{ucd2Z%&IVt=atrzmeWYb)%{}z^NEyfO~!Az~^S&KIRt!Rluoll#e=jl7%1f=A-s_JT-Wj6`*zzduVp$?nhbl;ldfNlf~Q zhPkhGwMdl;BFQaqCDb1;hz~!raQ0vqVf{(wn~d=tF)_J~ej&-(q|A=m*KsZNY;J&b zeed6BhC(=g7uN3}`yXOma>CW;srg<#mM$eBo_yoKiW}|8klk6c$+ii$FN#!!Xqhus zY5y)}=k8DNyg?i+N&g!mJ()!=qiZ=bboTjO5X*k+Gp&KSo=(-8y-<4H=%x69#UIM+_gLw)`rnFp~%_AhsVRi3pzPrtU%O-}w)qw7Y3=Xl45B*>ond@uT5pT?vt z2LDagiw$tgb=56AeTmt2Kya%SGS{^$#NpiW??%g|*1e|Qt$C9K8|5=5l8!({>do~jzF}tvF^Q>v7J{#Ha zOzoG!xfP}^!>)n2mii6bwED>JZQA?>hhc2HfUUkG(KWpKeu$N2lVPq}Z+CTa1vGY< z@kCm+@$(=n{=v#$iYzDc%e~@5eeeH;Q#X^pG5LPHoa%NVYmwmLu^ccXNKg zi&1vX}Dt;R@}{UO>V+t5=YY%{XAh0c6< zHHFh?^8UcOpW;s|EnnuBoy44Egjis-JB_)Do@4N5nRxv@dGgfcE;v^(`?n-cj=-~U z>uRVLG4dup{u2pb!=B_vT7@%<%>O)8e#QN(uq!oGb0#u56c1tF7&N zHFEAaJ3;>?V`|Y|L-u)W|16s|nTG|*#+xeBd;E1Dudc&Zqs{q`Zv=aIPg6`UOXpcMZpX70 zT9@`SL!Q8lfZ$eZ*F-;udiOEoV!3pc#%c;$z0jwcVV8Sn(ejHuAmX3N6c%ZpEF#MyrH}IYW{> zL9L9IlZ87WmeZ`~_%=RQMEe7lFZ%3RZ8~dT#phS!(iB{L&5YH|^pN+Ph(T|W{yuik zJ>gDf%9TR$cMb59S`zEXcO|POKXhj}uZ4OaoIei#QgwYLzk3mC!^}Qb^f;f@r;EetoBOGgTuI*Rry8k}^?#m7Hw>#=(7YS$X3^s` zIyc6g?PA>j_{xJ&PmYnZ;gn2dU-SQ#_|ZY!zlN<2W7z?8JPNOm(R-=h7n7_DtK3Jg zci6EG&(FE5i_O0Yqw5&69q<0fHOqs>Jpyx&B3c%1&2$1N=*E?nIvfqCu*Ly$HYL)hlm>d5v_r-n@u6^ufoj z^m)wtYrU>Xo`Kl^505Vc`!+0^{adZ|t>X&!6WA8By6-l|R_$-Wvecjb430Tta;0dI z3SZBNL|e(a1e5#V^JF8Oqs=sEZXxwfpEM)ecp9F??_M=Z379{`#yJN%$WLk9KG=wZ z%zV7w!+6eYOzmntNH&;lqF*z;tFc^Hy|#MiLNo18;tRaGoG;YDf^j5XX0$7fKSHaO z_;x}#fGo>+P8Qx83xOFM9zHF;w|tYrYSR5jj4Gz(Tey&i}tLdafjrO)OWkS<#0VjFCH@ z^YCki+26MQzl@b7@V7c`USPjd{M`vN4yExaFk3~^w|$2#g*~%i^B4Oy(eD}9|3H#b zS{{zSdD=UaFT4PUJB{^60Ru*eb;%U=lFy2>Uas%@VqIrrE)q8{HP^{(To)=A`E)5u zB=6M@_QtnT#$fAi&YkZvO3r1JGwl_pCa{9jGuKSb2G+2C-Vb_$$R@$h*V`!$PPg!k>dnxV~baus6hFZJsUxnISJ@vte*r^d6%1@2Ll z;(K{+Hys(`LDUUL1dfLxwr&7l3wM$f(e%FsE7G~ZxF>XjUa5n0U+;{l_{ zUk`@m#F5UtAXyyV$EajfDWPo>-05t+c--h6#iD%Q%>BU;e59U{cN_a37Q4$|bM)Iq zvfQyB0+H*izt^(X4w9Fo+kGT>g!ETgHU43P#OklS-r?tElD^1G`WP!!H69^h&U~fv zd4J4mjeqZu?_N=75o?{yrsuKvPS$=OVn@S2mF}-~4OD@=$x*hB&0l5XQ_WM1OwC`$AHeKoc=gBqW@Z>jjyw71UMto^Lec8l*b>5*Yko{CjD9DLo#*4jCe7XS&0VYBB>9^U{SM;` zSvqyHlcBy#fnO}Lc6_Dvzbuj+smaGRluvcR;8fMS%lzfcIhb^>iEG*2(g&Vp;nWy+ zI$&F}a5gv70`|$i%|Ga$^Rn}KSaK0nHpevBrpovk5Lsp=ztKDAVcCDIU71un$oQmj zE9?Cg3!lal&Lis=SooE{3S-1Aq)4U8lS%m`^oFv)L;R{3y?!$8XJi;ou29<+*x`Mwy;A%TNHJ-!Yi$$Vj#-7BFN{d9JwBL^vN*m<} zQe|)bYmk>hiJU4;F~NK*lt=V0GK*m<>;DLbK4!@C0H zYw*5S#wZGn``P3i>s(P$`+Qe9RY`n4t6a>^snVG|X)Ext3Oz@%X3K8me0Lk`sAt8c*292($aW^;QK4x-=JGgKvpwWT@rT_rE+GskrstS$a3tthz0tS zKb3iYVS`k{eV1mH>ARH`zN5j>{v}W70c>_6A6ko{Yf17K{63-Mf%GZKo6jTFY@ZY{ z%h5RenUQjR`~yjAVw8<0RSH*~qtdLW!Ygug^tvBQLWn|11SH8m~lm0fk z9EX9aL$T1T<&Afys5Y0?Q;(<=c4Xw7(|pV-_X_!^O+8lGnt z?_zSDMyuqUyOt%s7FQZuFE8UO=V;Yl9Q~djyy*Saw8-;oogZ_=f0{dnBK-!Fc0+BSzMQe_c3y=J#&zHFu5m z2QS-?H0noqPqS$) z9@EwTzd>*yU2Z3HPGufyC9k6WH-3*G%PON>;tF}F)%Qx09>pee`Tf7**AR%DM5^o@ zNX^`vc*b0qwc{-%jrTE6p2k)|C8sn$^pmGgNAkq}5WY~~SZgV(rM_xm7-kRmyZrGA z(w&ZPr?PArV=rK%POOlM=pUN(aCm&o3-j&h8$SM(883l)AAeOa-vwsKx#|nxmv77` z>%WOUPr~J22!BM%-}y)Kw9{i)~QkWeYf`#Gn1WW19@)1i{r6inwD7; zugAzi#z`g3{UO#5&$5^OQC5CTB&dmvm+_|B`X>i-Y6-o7Wz(_hJV+&qKcm+Gp7T4c zYMQk?{SP%pkZ%o#-}L^NuBjq%sIih^{W&N;q)l0|G1ZOk6_2W6NS>u_Ws5$vOWf%# z?o7tLuM2FP)7T?;c_*42L%uuVm)$yr{nek9lUKH*xLS{O^L=swf4qg|*5cG0y3a1~ zr0Zb&pV;$08FI(Dh`(lHMrvEVhM#lT^AwgV@AH1f$Ue_IA^kYJ-NA-q&6Lx2+eD2j zEb$UaMze9AhtAX@YfD+NF4Yr0f=NFXx{+>q{@sBu_0ub7qiT`4726$SuF(+cW5(?J zJ4TF{3$Ik2+DOiCaODfL{aD~NC$mQ({hs&PPZ)8Fc+gd>OP-JGd3t?)$FNE&CpEER zlos`J-B-q6_hEXN`GaefAsF>9$<7vA{?zAOl2w6gYIQe*%b%igvirAU!aCvmR{i>6Z2N-XUK z@qz68Dmgk}!AssBLY`LaH;L~rqQyE0E-divPmG+MxT#w7GU8l zgT}0xtNv#oc)S+B>yaHj8%3@PeD)@veu^>4S~ed`T8ZMXYSqDPhZ*M$e-EKg>e>8k z<`c!BU(EOiR2s1E^*%kzbx!sY)`nHivtjrnay9=zVG2tFt zW9cN(V}<``ld!2#%aCdu`8Lu0JiU@JDp^quf!luONKNjX`5({LZLCnKi1r2h)FxYU z73ai8p50azpNEm*Kg@rN)xLn<-D1Uk#{8XxtuU{O_bcPcCH(vrEe5)NKilVnNVi=i z*~c@2Oao)q(K4|kr>9TzPAZ+|r1(KJUc^4@@xL5djw4z2P&{nRDQ0WKZ`Z?NGMqMI z(kWzp$M>z?I6sSxyOQ%)((c62-{EWnTdx+~{=xNB9XVOAU&wkB?yMzo z?zZH_`R`iHhw^FIGm-Tw7F-F$v%WHFdogtk+fJ}{>}9X3NZ*>b9L;O8@8EK=s1peq zvSuwU{)chd3BMZ)o-@+_u=jMVS`5|f8m$IN*)mwRFO<3Jew>@lI zk*+PgIt6NT#Dvp*`k{AnFK#pm7xAXQXq|65-(%%VIQ0oBZ#Byzh;C=A+&RlBs~|O$ zUH&Ft^1V#ixZnrrCC=#i{&$wYOe z(X!{XElZtaru($|8%CEJ_Ybl(Hd=3(K4P?abew|UtzmMHQD0!Msu-3knH}`l!)L2v z%RTUVjd#9f+~n5DZkp7mT5T0uh9fVsQ&0SR3XVgtcRk%Bb4@JxiG=&0|0^B;V6Xik zkvwe42$*kZm%;OAQhvz~QimgVtn=MxvX)z*l4?9FjXa%H=NP}Kn06GBFqE)%gHqFGngxWW3BbD0-wJp`lf6s3CK6O3eihDkWR<(g^907eNb-O2@=5qz%R05hh>NsKwX@#z%5%$0FteF9$MVwt zq@Bv{$>>}MqJNvQk}JQrNcs}}vip8K<}SysC48WSmg7mCx}UFOM9yBF!^YI1#_O~+Sx`O{+I zJz6D?!pYEhlP9NY@^e001E-_SGy-C^@$3IjqyORk+IaZ0KDqC;3!CTg#hhxHWkpHl zxE-X*-MDRVyPY;upm~tbAL8kwVDu@;bBd@dy{@3gY>Y3&yU%pZawU&BOoV!$J<5t;qBfZJnX{jl** zFyAmJ|Nr@l&)}FR4Wl8yiLPyU(=^O)i3>mC<6UetfR1_oo$IiizMf5o|KHi4y^FQT zo$NoUbC;UQXV7GhzKhslgtk-lokr&>FujllJ4kga+voIEOFf@7%T%1(;N30-XfJ1r zRYp9|2t|GRC=8FI<5|4vKdgRF6wIlBN_;7IL2|Do&tQh=|CrHhlK%#=Ay2D!^Mz5o zs}v7TzL|wS&)J4v{=S^$a%y82oTq5ffSjeopPZd3%%?lkqX->Ji^9q6HH0K9pq@HM zo7wP7aj&eAMnYvLkNH|GcpL_O_{GIoRg}h`K|H&pm*QJ}ap_Rj_{7ytB4-B-{DKFk zCeAn3o0cSdf@VJ$qXkV@GE%=N6&id<94|EMT=72UqX#_E_cM%+mi)w@LJw|V7o{K?(KGqHJp+N6f!_vAek z>r=sYNS4CJ88FRt{r>d7mgl~T0nh8%6PC#_SI@|$ zX;lg8`{CDZ{3$ssX2R!1QE4P;wwoh0u};a2Idz;JX8E@HHQgWQ6UX4i2DW(< zH?zkjF|0anrpnm?G#$hj-iGwSY}lJU&V*z#YL;jFvSiME$*OFbr#1JIVI)~{dgft> zt~K(x{3X>Ww`u<*iP{)(0gUFeXL6H_;Jq8oUQO?}^c+CWre?Yu#=qh97Cmnj_l~1S zva`)HYHFOOzEE}oRpe>Yy*?kOUJxfFE{>AT7S)ko5&|S_Z z<@igoo+P{Xa<(63#$E8c9Sd)OSTe|s(B?2)PQAIoINKeXE6BOs+*3uJ9V|JL7P(qY z_U@;&sx9*UOS0T;>0$mh=1yLuH+jKWKA3%ud&Q*7jC=PTdd52)ACvpOtRAVXklItp%JMCS2ch|*Lvpz8=2yw`ya%rzCS?!k?84nY z`09-`Oa{^9Z0oFLa)fp<@0GNFn^&x--MQqwyC4euBW5KEuZPYyNbG=aPuEV1pqh30 z1}L0J@6=YTDIT50LV1Gs7QZ+FTbe<$2y8AVZ|)kTPEA(+QC?Le%Q;qyD_A^tEN;S| z+ITgWYKHV_;);;@ z0J6z6l-wxIysm844p?*;ofom@g;|0Ao^%&4*$>~o zWugu-&CfSQv59iLu zo_wRq-N?cIe;B7PVDmL>*M^L5u-qH|uY*S?iXmsQR|W4)Bx%l{q$)y``dWbCTWwgQwU&*Hx3ryNFCndDR3yI*-qFr~hQQgCfseP6uT zoM^1vF;8aW?8`qAzD3FOu#p}#>@h}vf=tz-d=(%#r6BytAQfv7kE5K z%TMw5BGDpyNdKVQw``D;4@dKsu|_xp>pq5KcG0)N)vwv52gU@^<7o0V=61o;7BE~d z{@)?a<=p;-dVi0b*@2hJ$*IzEJABLXqP4tZA$>NmbR}c8$GKyS_c(qeV`w4%Sb`>f z^~$cY;-LRhQ@qmGd33S`*YkF1;Nw+ z8$s{eV6q5$k7|>TvdhWFIorFd&H9%3kt$vTv9UG1y20acdjCg< zBfWl&#tY4GE8nb6+dIU<+#kv{;1;YLYLt!ieABgD_N|TPNzb!IThU@HJ-*Ply&lQ? zkZQrlT90$bCi!F5@LfZL-G9nRLN8k=vn6Id_bU4ElQA1rGEy>&D>16FzJ zmP#@Y&~rU>Q~BT@UiA-o`s30*9C<{hpBeAn!ZK(!X7i+@4cJZ zGTB<+fX)P%Ph`DEAUv6u<(fI!c^5#VBi#D>`yu~lWqp(!sSlfbgsC4_g>>slR|a$H ziEj54SSHm4-}^t3?gU)N>T3hIW|fkmfe0z0Xi`#<24f19&>)dyY!)d(rHl~`nha@{ zA^i&}GDLF-6*5ywDN2&-``zceT+VsV`#gK^weEGVwVz?{wb=P5zqW5kEN70(`#=EiP8pHF#j>g2pBN@nNW{ScTB*)e*# z2ePwidb?;aS1d~v_4`@;E=aB8d#^&dE@owwLPZf^3KooD)zNgDsZ~Fo*NLtd>g{2@ zb?`gSm=+aWMWs^1Z`e|lmZ=(0i8No3H@S|pHgc}E9sNs2nrGRh9o#lz&qNZ;HOsvz z@?<5zd^|ZGa;eXB1Gd~NZj{Eu^WpI*G?th*x|%a;=qK~q7F>SM`R6(NEo@5$hl6E-c@|)M>P8LhcXQ<}JE>W3KNY zhTI{>l{Vr$x{QO)L}OhK`MgOh1;^z4Js2i~XtaT}wMD4Cyz&$Oi~E$7*5lZ*x^Ys+ zdK5n|hHq8%`Z2cdgx+S}b~FC2W~Dpz+7E(F&BvY1LRrU|T5;X@_M_1Jfvg8&KrhH` zp>v)Lv=?2D!q7gu1>ccd3OBzEpwWl97<}ldg-S|+x{hS!Kilq1J^#Qhf z0R|mNIh0OCcye(_4t6X%{%eymnaH1}ZB1;P0*gcW`|0}K4y~(jtO8UHqurJCO$M8j z*dX~Y8vB12ZfB3|Z#-zMb}f0(W;U(huflX%1*-#bEfpKGdgff#sz$r)Y;0lw<9i5vz*H`OdHe0thW^3}iK;oC3U4j&e0Li=iHC&!> zR@QhWw|MHEJ;_q3?%Lho*)y4(HrXZ6osReLlc~;4P13!_S;>+Ud=u}_3i_-J&AR*S zOE_56%l@tGzh6(ERwZvzWhg$02j{WXXW02B z9N&XaGHh)iRdS9`b_G)ucF8#3jub!RYdfQSLbKA)8OleKt-2*vw8Fk-r1{b~FVg>H zk*g}*&lH0mgX010o1FQD^?aj|TEX!x?Rx2_35|~t8P?!OGC~~6%A@>VB_{X5&%2?} zfOn;W(?@W4h&Bx&^bRk25Lfz=K5NeMbhsxRv+uaDJ}<(Rab*3FjN4dfy75v+;6YNA z*Z&BzG=s`Co_?kXHHE%=NRoPX=fHO}K2G90$MVVd$(y^_x%l}uY-i}TrLh*XNIQ|G zmVSQ|UGL#Btsz?sUy?)U7E)XY;bhoZPwUxw&z`24{@o3sl`QhB@yD3$k`wL~{&V3kyn`-?SZ=w~rWXT$zD%$W zi$@^;ho4!&nRkzqjCzdre>meH41GrXyuCc$=ZW|h>mEs#Tsf^aTJF`3!oOg(H8u;77in^wGGDXaV*zJ$qaWj4@qwM0b zFBs6sOwttQjr}e}i}Gf;RWvWc|FRROo}<^fQXQd}Mx<>A_gCEsd}Qpb(|Ly$C5@i- z;G6yRqfa-A3m=K~Tn5ir#G3RGi5^{fi--XWV)3_7FaPiV3yEnl7*^ zRv_nImS04xmTceAXq{XOl!3-|5I&K2%yey$U3gPqRT}Tg==lW^rWgyq0PCzzj71vJ zwLNQn!~gaZxt_-3)A@ESKkH*w-cl8T`fNRPAWxoG?$3)ix?Y>)j0fnHl^I!`vWz#5 z7F*`>mOKMa-tODT-+;9q6~PCPbQHh8QdC{aQb%i*ec6Y?_btemBwa7^C+qj)IB_o4 zFTtP};nG#y9Ydol%^UBMaXgFo=m&@1B)yoo_B9U|p~Wb+>&d2T#lm0ozRvgA zLzck!)J{AGpN7(_s&gCR|B*(jCPMtePQ{Ed7xFKN z5vQ|gYC7M^=aUCuhsby;w7=GG8@_TXPe_#P2LIRDsSZ6p!<9SP;cR&B(${s6D68dW z9(aNN>e8;Q>)||qt}WWUhJDG4@UR|k!K}PxYAT9-;cD@CxPAw_`S_aH=HNB_tJWzD1D8dQ-QXysP&?AS3)E2IvTTKp0DI>e|viO zXX(xS?gdg+DB>r{cm~tsfQT&Vo$0E(YByf-cq9B`{sff09pNKE#KacT!oVEtZ_g%D40A z*5v=tc>~$wUs3%j{U@W$v;M7O_txf+cOliA29G)SDw_RFrKo_#R8H+`~6>MO&>P_Ek1cb7wt8?mvxDo=wiC(~a2K z$?r!+z~pJn`q0nyKBr)WzeK?EMSC<5oSDWryj|$sE{}g|g3Y zDX(lQhCi$C*RX2}+jI~khv42TbVz2LR6wu9dIyTKU$J>F*T@q|emco|v3mzS=Pf|i z_ufOUJh6R>WsC8V=kVcKBQ50rr|2U&+B(4Zecn(Ux`(h`D(56GPO!8;Lyzcn>Twa^|pbQPtiB4tdE6iPZ6jb47>7{qWG72c?Kjqia(=h z+7<)Oh0>{_P@XX-A7P$!r|xO4rITgrZxW<(V}GpgsC60Vb;iZ7NRhop*)?{%dF%^P z|184KgvD=k>qPckomPT#(dgsWyMsJK7-}ALwb^)r$Z=tL$bdu z8Gw>k<$m9#=615(B%ez5nPvUM4=^r|QAhFQm)Yn^5|@C%SdqUz+vln2z1pR&{U+8t zh+kya&aveE&*-TV^`aP^%FQS9=N6(=*4O4;V0+&bGyYyNWDWi<#)o@Eq*)L;2`U@) zu>-cJ^S?X+Nv`5cMY!cOJVGo=UiXVxrXkJpRPa{cJ>jgy{4;G27THb_u}&rNV(4WR zH=-zMoy@ zv2W@;U+&YVt~>WSQpx%43ugE1KIp<8*~_*QLa*_*&Enrq2z-rA3-pn_nJ&;qTf0zsXN?opmzwhGWSb z);)?xjHY2rKJW#bclGltBb)}QymHTSH$H4LbD_5jG=q$3VV#j+SmA$O3c|{=+=G-UIcSX z7kn-Q-HSw%t-k34ovb=MO^nRy+*ib?S)#{M(m#!XuaI=G?|;GctJpU+JT~by*T+?z zQvwre=yiafhZyrF8n1VJ4K~!JL7rZf(0_ktoCwF4M2_sPUPFg7^z}Z;Qi))d@n7d7 z_3_JNYhOK0}g?`sLS^+K(iU8g9_azBi6hy6~hi?%Y%*dkH~Td zj+{aAk0AW6SXvj4vh#WpUR_I))bHv_`(0+MDFxAB3AR22l?o#FkuZ9LH>c{-OBk0m zpN&|%87rjbdG?a-f%?0&EUA|RM2_SyI@`|@B4-!B%ZMkbru>>-9yd<1?_3PO^#xcx ziii6!Dtl>~>SqwI{hEBAvPutZy#_~*)MAAGTVvD`HhQPvnaLj7#QQIYa~C)rt*3ta zN=4G_zdMyS4R}j2o|%`;3|Fx?OyFU)=_%xWwO2nxD5BE0x7l-z)1p-sP=X$y}ay z=RMx>`bbW;L$$e*XH8)FXu6lgTkw3TzCR+_KX}`X#qP!Wi^$cKM_-Qfsq_323CEGJ zI=&r(F(2V#P5e3$N_F6rJqg`-&SfNik}SE_OD*8p*t#Fi^vA>FMdOuhUy0Y3<(JvP zkxC_DSv$Rz^!GV5FXW2iF;?9~vpg}ol8o7reGthH(`PUKG}d+85PmwJE_c(nzE8zS zmM2voiI6RM^LDe;ZdT2j(nD#r0_SQ%r=?H*%~dsUEpHlT!n+|%m$B2=`pI5^ky;!o zZY<#;8EFy!dKMzdSNN;gm-_9=^%HF8>GM-<@4?8_qB%wUErmH9MWmkmZWkMkHUI6y zq<5k9srHxnG#BT#VrUUo4Su(gcoIAo={wmj_F(f-qG0l$oUQe6teZ@i?3O)%f8Ge= zr^wY`Zw-wz1M>#(m!0$;%{Ev0F6+CK=dda%vcqg3Y>p%AEv};y{b!p;Q-h%=Bt|>q zFVaubbFw*o%A;OpgY0#hV`gfkeP`cIgt1TeeLh`((hg)%a zJH)T@|9f_s$uciPv?QF0iy9}vZacp0B+oX!(iFqq6Mst6{B77IKiNwdaWq?vGDCO9 z#&u#_a+hb8$n)TBw7-Jg=Rjh+{w@&x6SI@CcDCcQa5sC`^OWT$V;yF`Y)jtMa+nUU zTQT-59A9aq7tNH-aeF-!Gw)Q!hGUF4P4sBW(xqAIOcA<1225w6JipoK$Q`2KR%4#b z7U#0>M82JOgC#_;rkL<4KPwB16EL?qdpr(_RH(~4ovezVX}8lYy9hhLJoP?0vT0_)cs-ss z+~(Zm!g$I56J5n+<ESIW>z2$ht_J`mi;G-aUpMAH|sMM7xoyrDm@0{`=Ck)pST!v(xDG2RuKf;VcX~*cr*{G??CX%xNc) z`Vl^n41-tT+ri@T5Zc{J>ap}b5^`7b))KsOA_S7hKlx_+`))itv@-T1P#7m({cWDQ zTEDpxs-frXBQA|g^Wf7AUo$g(Ps2L2I)}tRu-$#|=>_#%Lnm|X3Uhi^@LUbwWO%NH zqp5s$C=^b_h`Y#e6nm}^Gk-BgDiW0ur;@$)a5GOCY{>JZdJsK>Zye8;j&%*!OSDTR z;YY=cJDt5+tjHU_qqM6f1{NpPU>>zgM9Dkw1?>NTqaT~qR^iYs+RZYHk0VW1Y=(WG z^3hQ|s~s=8ktI$fWAc$DYur>g7QyVAB2MCRC!dnrej7CUIJN_4la1tTnq8~!6UEiu zdd~g&{;;}I{AvolBOsSG1=XFk#sBrb*`Hk9X_u8vjbNQOqSFgv1;3FILx2wSG$C~xhDj6;Q5aANP@=o9<_DJof z$Dp{=NR^G8nt(M$yN@zd_lv1U0Yqxhm*~HKka(s*Nghe)6LbiZGc0E(JOfXyW&b>!xyC5${VuEd6_Gn ze*CTv7L4TIbD=+w@19S_)N?%=OIB)E6qCC7cPA!iM`IhKEhFWN(62}0y=3g+uT+bv zC`ug1k~Mkyr!4t7pIJn%tnj&y^^?u^34JVQy`R|fFHw91+iv6C*#-Em5msn%56;wK znVZZ{**Eq)Ir6sgYhF=^yxB9>65m$&>l0TlpOf+{o{{>vL-BDnUtU#k-Et-GuIJN8 zD2{PvMNu)k?n_|fr=&W~2#1OS53>B>Y}cEF4QMeGcapo|K+(7q=KW5G!n8?V&1U#n zkL^=4C_Db2C3&taQcpfLzw7hZas^iEOxCU>$!dw$@U=3YY~g30IGVNGPxy8UmaP{L z=d<01eBc;X%leqB%$z^4%VpT{D!b+0YqUzlsR0*>nQT7aDgr9p|xXFL!VKNtXTb zSFu$gXw}x=2I%F!v6lap*#2W;fvNvlpo8|dy@-&uX%TuuAJUrOIV}3Pa2~7V6f0A9d92;ks(&?mn zfOW4CO_K}i09MGl7>dsZm{xZ)LUn1^AJ5pe>;q|CmIgtjV3l%B^te zB0q1&v%a(`N{0(EBh`3cV}ln(iFv#{S-XdemiOS)H@xe4mV6MpZ$s}~ZCdNOp9qut zyy!be{QVZnZH?9z3g6-Od$5`c@2X;Hp3Dw#PHP@E&WIoQSE8VgDtVuC|__tjx?mzid|tC1owdPL7dXxsoYW1)SLW0&J$R%v#@uw{Dw z6?abJ<hm$-Ek->N3&+{Y4G=aseg!|BIaYDQOP`eBWcUR=SK{m%bL~rPwo+O9dHsEUxHZPhxDQ8`NmqtnjeyF zquC;vP;)mi+4xUlS?b_zHC|z{btqdN$uG*XY!z(IYPtUI!Y3L1UOFU~@G$5u<>AxJ z-W8oQ6W{;#ZT605_s$h$YXzZ8v~EL-5tuO*PEYdA@vPO72mWXL8LZX9zm}ME9#pap z_%^fCll<^y-=qfe9mXodXR=a#BK@zY;WW|hP3PP~*7L>dtd(9TLX?E`Bn*9w9-Y{? zkccve*Yxq-t9Y5r{l~#5Rjt=T`Ye%bj_7a*Oxp0DT)QuaNY*jTFHmFU0?gi^`q9gKP=3DThXhP>yJF~K2_Umv@A#d=HmYE5cydI*u@Hm z(ki)(bGN)0U#jxPLrMB7xfhXaFCC8(1Ao=q0G@d@9nYlUccjhTa0e|e82Fme|TJUt!}T#;c&m@A<(ZoX(ru=lQ`eP&!io!+GIRag4&a9T`*Nsvnoj?u779oD?*JlL7- zXgiH2&xoAk#Hy3AxdIGw?Z3h-u~Yk2q}t-xQ`+SncTbvX#<679 zDZas8BYEe3u=*eQOF^Y84xUD}OK@Z^RyW%s;5FnU0g`~SWDN`1IWIw>y5M@onQ9o^&79$2hvAj5$EQmkQyoX~)i@zI;)070Mr7#0B%SEr5#>uYG z)HSJL?B(=+oK?oL`+Xuwb{}tIiA`+%KXL0_G5I5S9jDLhXt2W>t+YOc&RG*t8dHvC zk<>^}4wofZkaZvJNsxNlH?dzsny$sd0N0%KpqFdBmIixRF?!m8@SlmO6f|@p2so zUcdoMk{Amw^8eQUHIjPNR(e2qWHlX!@~lks#gCMVa> zA7Vx7hn%Ia$JysS+Jt3|ee*hemSN5aBd&#M)>8HL>0j0=?MSjS)W+OJteL9feYDBy zscz6*$s6P8!{M`>Jb5$r7T;Mw-(mE+*k5;z-^*_vy*EWosWiIG7hiT z;z9`YVZBw(Z9|sd#P#vcydJ(;4}QDvhKS6`{a%NCvx2fWc5lF;d3t`EZBjeCA{)#Q zx00840!&}Q+&1QpgIGUumtupFzF+JAkG!o9PVa%reY|WhE7rrRtQ~ko6kq21TJRgq z7Pa)#nwP%;fjcqc9=6y9|MQKzfh^~eJG=dALw`4(ox@K)z{C;8>rMKFF#Z#s-x~Q0 z*DIS?rad$+$CJV=J_4Fwv+zyidJS@8jg%ZKsTugaShbw3veqbeK7q6=wArrTE8xD6 z&TIL>qmGs#)jF}Xp0;_{{!4+?vO8f79G2sHG7Z&)RN~k@EO!h%QkV&!BYo1%5ig7|eXS-urhZsrfEbI_IMO?|TuHpxOhUNlOLl#)=oRm53j)c45! z1Vox?`wC9X!iAdtzJcUFi)kfbwi1?a!KW0|lM!pSBVWK~k%;mwox|KxEStS`H}a*I z*zOm7ed2gBfc%Juos9UM=#@22$y)KfBa0!?k5tk5cDA^RT*nxxmstN6tqSw6z6G(i zqU)7H@Vfz9zHX{Y^IbAAEX{>o%ySYTVOeTS?qm<5=Fc%_Y&Xu7Ohp?f{4l zq+KQBE#(hy(Kgu;v*NFmbF1>MU!nA<-p4yu38SxpdTO!8x1JWIn;R+5;5XBD4D>6A z12v8Emp=Ytof7m+^`cjBU^zxEz_!$U?1dZW(K4C3-w_>4V$)mNY{i{Jp_{jDiCwGl zVYUcxA5ZxUo^R>tcvg6t{B5!6KrA^4F4f6#w5Z#Zr@jmG{w#1LbeoAusbJEO@78qg z8CvxwYYTiHZ&rw{lfmpUT0R7aXMFydJ$mu;>E_`-NO-Cqr{Gccw)FRXQ`}D$_RAn# zn>Bax%s2I$Xp)SJS-+Tj?)TX50=Oo7*q5wyyz%a2x!Sn#krN$8_cr=Wrp4=xdLImje&*5lcj$geE!A7 z?DW4Ahp#kFvc@Fac5&>@n!QEh^ln%s$NGa}aViQWn|3FRD$Vjoutrwnp6TDa;`M=; zd!g2&S$;RhzXpTU+_|*CJAN*R0J&1Um9&d-zaHxkbH?*nw%K_%lA#xAzxQuE$(oCj z?aX_5%K!g6BD*{5X{`MbL*BrE>>Miw=hP&*R>Vl%+4WG)DxVv0;c(a`!_{6MUYg}o zi}Oxx?q#p6$Nq=iuO;uLu-Q-hwc1T2!;kFv5A?T^br?izy2_YK^W=A!Ca(MewHwHh z{Hmj!UyB4!=`T;Y>$23n@J?>pdwEeOd`i9O8Rn_lM#!4nOU1oZG(MQTkF)!adOU@! zgPs2`?j)nkD+Qki!YI!j=HqxW)ig8KG}d^KoLMopj^|9r^vih3FMQ?@=kCYD;x~D_ zw~3#eg74yA0g>d+{?4coe&IS{cyGreN#c|Gkj~r z>LdO9NMyU%DCPW>^-1;k_9^-~4#GdP?j8IhtA%r|U6s74NYs-i7rVmSfq6SU9hmFy zUtyY@;DfOGDMy|q|Cu<|5zd{Qop<|3vcR=4PQ+UZshwhY_GV-k-cEj10b*r7*qyaM!K&mdx`X$0 z;UUQhFr9bz-~}@wxD|W1()~BT>$A<dNId2mf9BkvBGEK z+6q@-*I`O8G4WY_4)lHQhky!zcB2Q*&k$9I|(~8qYezIaib7LYQpefwQsi zR%7&J*$=S28EIc!Amd~g=S^ZyGh;2_`N^{1 z2Qo#pTrbk(PUAjuB^yEVpmfp80_SJ_%{O9MSN6~D$2|S+#19^VQ62L`DlK($y|P(< zZT)}GEVvI7M$qI?th>R#ee8WXOT-@C`1UdEx^ zkp>wx`P-_%?rh`K)OxuivyA>chJJ<-58?4M5UcO^%{(Pp8^+M6il0kZ4Sp}&CbIi zevO!Sx|Ydr*_-s2lfFNk8)3)yB)FWlULe6F9$L(O+7)`c5pRm~hI`rNCA}`j$*eoN zil5}VI=RMDOZyl-_r{BE+W+nQ#r`Ls##H?zA7NSgPGZ^r-$(MaV=MSsO>DeVq+W=Z z@vH&tmOb68$)25!kF&*nkRA(*BUpHme%sMzuaUA-zctxY;p|A7B$rn18k0dQYs$8Z z8nxK7srWkrnulxM0zdK=W|#A_ZtO5v@25ox-1||x>0-%z?3tnEd~)AQ{~NWt6*k9- zNgv_N-*8+>%e)IIuYGfzy~njn=CV|-evkKOrNb|PWu00&<%S22Xj)P_9u8B z#jn!sJ-9NLHwzT+w}% z9t!K@AR15heNi)R-VPpYjO@3%)O>M_zj})ak2zyMewvD-e;DZ`R>``bTQToIBj%|@ zbM04RKu;QHjd9*|^bjpZLn`ktPomFU*QRY-mvhpQ7=VpAn+4%!#)KZU=uVlU=*L;;y&;--=wzb5BjVre(Vz=Tha0;XPrjYqhLOj z6_PI}cVAbMt+CnVa6MlqdTeFAQbu}^o_F)#iY$;_m=8l?c){$RnqnX0$q#xj4Dn-J zS3FD88KlZnfD+hvI}Kj-`z?Mr9S@StuRo;k6F*C_c(R6c5U&nov*ba0gU8Rqp1TVo z<0Y7Jt5`P&e@nn}pty0f^OuvdCmW`^)vH=%4x8$mYVi4pj1^t+{LFLuV(6jbOLaQ5 z;X!?1k|*ZL`TCB#>o)MJTF`f{fKR8xv6z3Qo-5N}l)g%fX{jBbr+mNDeCSN3+B@&5XIP|DMh?vOp27tW+dcDH9A!o{N4 zm#!`UbZ*w1CV$_P@Y|n!qjB{jw#akl_eG+2c-r&&pNliRho!5^1$C2x78ZD;#$wsaYt?UvTAm$&$N8V$( zWSJg~Ycp{8Zl5N&vN~M*DiG?)NB@5ZdNDrqrx;a_W#7^NS*+5EO_PJED0^>Z)!d&q zgjseooaL$`PqF6E{bka9j4N&FoIFeIF}MjXG!dh-hyO4P-_Ftx`uQ{;{0Ekw`ZjBS zE9&E4bKTuOP1kFq0#6&GZL(YDJ@Z5wz75~hA9PhPwPRS=?qg zx&up+E43@@H{^xyiN3iv%Y3)Ml}^@P&LHD1Y)lQ^;k135G^fz)efAtFUZ<+Zk2HG- z@_BQgd*63SlqYk!M!kWqm*L}bx?cvP;+S)-IU%boMv>-x9BBdfl6ZLokC*|ur}Wp1 z7OP0S2+Fte&c9jV9sX0!$ceQz3#2^&r}v05y|AaWYp;L(JP4=Wfzrq1e2iUk^|ORk zviqUBvDWG7SUy~wR~;)BT!_bII}c6Y=FvJc=4}j zn;J3$Mekv_G!fhP&@*+Ia@|#lFD4^=Ytnz`+c{YLvtF;~SsQr5%l_4ZWh$&M@wuIm z&cK~%5dB!>D(PpU?!nro($-J><679hz!y$o+XMK)+oV23j~~-~7@H@P^kjH7#FzrSqZ0Pu33T6$yWXz3^tSg zQ$18>p>{rHfAD=qehzPbg<`5Ld;;Zq;>$u_+LnIp9nFfBFZ7)3Sf#LRp*~Vs{BAn6 zp-r9$U22{wVT5_4Sw_;lZ76|_4;$lS{XWizCWryQx~j?A_bYkUGmv|Zul9l2I5ysl zKV|)W6&&k9vnE@t6QiD?^E`HKSa7}m3YoLBZ;Lo^J@oz+*MH!x!}YbzH=Wq}Nb;7z z&;#+WB_xwW>N{3hLV_h`g6z)BJ$kBa6{AZVdKNRznIhyYXl?gh9iPvJ#vZyf;ISvc z^+6~%gZ`Ho^qwA5Eo1yDVBvHZ)=t6;iD*W zwUGXW_t582VU&&Usc{5s%(sjn1S?1o{$Y4cQ=9`q??r z)#qQ~n*C=rNWMz@>|40ZXzSqjs3VJfdP0jKT3&`%sZ~}Oau*kH;A0FeZv3TmtID1) z9{Xcu>H_}&^Xv*~&i>!Qpp`z0I`T1}ss;1M$(wo_^;l|&QU9fFc6jzB z$4U}?gx7;Gv5I~_CeyKSS+3t@bUB}G>gX%0lafvCXgFv0V)ivCB$C1m|V2UD&7P?x|=H&!nrM^ z*0bl8^vIjwbA77kNEz2}Rg8Hqj`hWd!?5ftKKBkEd6;#w>Oai;j~6s%g<<-gpw&Qs zC3jtEOvviFkp*|r%Sf848{OcZ70h?BRA1;GNz&x(IhHk^5|^IGjU_Zr?zWb^Vl@4S z=qpulHjpy8b(0l&4lVbGXzm}TVoe$6Jz&1rL8e;H{ad{4@da^(C(3OWBdM*$lOZXSQYad!U)j+b^-&coJn@+a-8@ zr|-tFV6tFmHTqkwm9kDc87*Ga!@v4E0*`jmcqAX6ES|rMdF60FyAN{*^8_{|Pt7FA z{|m9KdH&gvxz0Ei%eI+)=jnL?o~JrqJ#j0$4HAhyz=jL78&0Cn9lb!D8q4N)>8UiI z`rCQM*rYKD?stvWi_|A#{PjlLf)%BWP(;65#GHO)tnAah?7bUeqeQ-`yg9Yfv(I${ zeX6m3M^_EW`p^z;Ys8{q{3qF1ek0k%B)T4dlW}`7G}~dvP^f2>#ys)0h*(=4S2jCq z7M=dWlY6wz8r>nZI*kpNus|p6{?gbC>b zMwvYl*|Hb&ChdM;k^k|5t-wcv_=#}?^WocD|Zx6-7 zugUv5OAj(y-b&nn^>3LCvu5ZAJpJ6Y=V105!b-)+H&ATbMaI-mXaYukFme7|5vU6a!+(Bt&01+KPINa-M=JGj*7O>NX6r1 zbIl6pyF|99Y0-iw_T%N%{T#z8WA$I02Jic;4ZXhB=Skwh!?elsz;{V^FHE}dmXBR? zW*z=X{_Vl&WIRhvm((w~Nd$fqZk6fy5tg;mt^$^3E#ax;e*{CP(r|~~>ch2;vtRVN zKa_LrQ-VAPXi;4M+ab1ucTB{QJm+{1hEvUf_4q>e7k1QJBiL4@TQAXO2c+&L$?=Ys z;^~|DQ$wsjn?EP>Ofjg`WU)J;QIo|Qz^XiceNX0ftT7tn=3;g-O`OAz$B-kHUdo!o zN<-#P^G$Xx3}l_u#7Gw2WLwSCwśF#>gxTffqtk>@vH@gKkX_;)Vr_*F0hV8(y ze~kPJE?k2XXPa54(s3$l?!nZoC>jQVWaWK9eEAvYXN!V+;912;P0Y)W@PLa%#mlhZ z20uTBe0lBW!{btR&wAVJ+F8R-Zg+ec|K6wla;;CL>tHb~&)u6CbFJPE#IRJYxz0KL z_+1r<p%A%>zsch*)JmZ39#DD-?!893^vdD-K^2bTeh3{R%y|(1fLyF zyX+#E#vh8||4*=4MYErv|0hl-hhQJ=*K1MO@8p?J4z8a?&~Bv8)lE$@jDg3)^r*uI zS)06+*WZNg6AJo05?8a*b~~94!>*a4+Ahex&MRjXc*&czS;LdBcQw%%Pj|Z-t%di0 z(d%u;hy}{a&e3cn6QUSD&SzQ$;kn zhDS}t^ICZM87};Sae1QtxPJ4zYdG&LLGrBZy3UzZAo)Es9^-4D(J;^6SJ9)GBimq= z>N#i8_#@u`F)Zd{=_qIo;s;05XP;v&*u1*faR=P8Yvn~A^C)YUbo_kW{vQdy5evS< z=CwR~EB@y>etF+y)p7QBwHDicWbFwU(G{P*H^yhQyor2c_|Ua9sO{<}85DnJgE3-s z_RQUegO@qp$%u)A4N3N$X#El_DvB?u^41O;Q{^IeOCQ2D?>g4;n(r}lB-v6WH*2Sl zG{z2Xd$B;SI?pxsOZrZBwOk42EyXuRI#MJUWj@_Yi{9*#8imJ-Fsc1~Ii!w<;dbcM z&?Z+Jl|`B|`j}6fKS(mx&rVuab7ixUeE&069i#nZHW|UH$)A6=Hd)K^taFnSWQQx- zZ(aRg#B)a#%qAB=X#fm5LHYx;+{s2d&e(O>cZ9zGWxKxG^diYsBw2(9*|q(fp5|c2 zFug7|r=>n;Uw-{P`Ti!scX~>t*moiFg`TU>;RIg#jLpf{mtK-UPc%LWk&zmE*kl`)I7x0bNP(Dm=Re1elJUf{XYB{?UtuMr-mvHlR zXXYBP2-YTB=k5F`wN3J*Pj-b;jR$rUk!~?gBFY;W*p!VXnTu=S%p4LV z*VGaGIN8Gb7R0%&Sd??}<|liG$MUfgc*McvoJ0DacrsI@{loal4$#bKo5+~V8z;c! zaIs-BP3F3Kcoq(s<9qt+3-a$|>s$3Xft+K_2)D4oV*Nf0<5W1@&6n1*WNK(<#p2JT z+sl(~$Izeg_iVpk67xTVP7m#h^0CMLkN>aNV^+15 znV(s&RK=L@@wvs~*DYkqPM17mxX29BA8T^Wy%P=#3nEdf65k20yg7M{^>PJK-mKe+ zB;~MYAD(>Y=PV_|_!LAO0=l+rL9@t)3@hN@Yl#&ki@~_Z^5$<=qo;sXwmYhR@%#^F#jn z3l7(ao#*kAJn>2;zSrq<5LsSuUf$y5p7KjQ<`J59JJ@^>O`V1w9g$`@@@Ts-A5N7yH@WfKoJw3vfFtz=H!ZbbisUH7M7`|c`Uh8 z$L2w{N`%xt8FmpZaSuNz|$=CvSSUM-vh^1=;c9}WED?c zHmriFWw7j4$R7fSyjg#Q$L}ZBH}pBHjo*MvTfC|$V(cU30Qw!G&3&|Z7XI&I+y+{w zitPtbO--^taceZ6ZpcD2wCruP?DK2j*gl?;YVD)N@&j1*|9Ai8K5+nK&gW?zjQRqN zZxl_>!1v^H`-hCF^fR7yvRm|d=-%(h6j-&Rd-7wZI&jvAW))=iLk`E37Fd@(rM*a0 zh;-Y`Yxnbor)e_LXm3K}I6iPK3+1l#BT`Jq$Yi7~M~XgpnAM*Xc;|}{JC~lxvzRBN z(?z2R(D~5MT<<<0qTI_Gz2GxcENh{Cb1`ZREoX?psWVs<$KE1Ic9wnNn(Qw8TP02; zKU3aES7DElSh5f^o-x{FsK3e*ui;clwz~-b$3Y<1JlE6oEL?q$)FWu~BClP<#*H!P zWtMpp|GvYqmy9$Y>e-Jw({;=fP|cd&XW;QA*%r}bG>eyK$4&lSiYZyom1mD7^_$ga z_xh$BDQfWDQS5mw`C4IL)^D8S{8`wL9W#YkZv|Ytv)2K5Fq`jxsps!m{u(%afKSQf zSqtko`(_{1M*DVwm~_3!zrVJRn!!5jeHgD=LcZi{yp0X!i+stE+ysk1gkRPH)OUQf zdG9NzZouDUGx<=DN5SqUqYt5d_JySmNA~oWVcVC)j@1QrPW6SXmsv{guj$krn-iB( z;h-G8eaME}*knGe4#efTxKmEtXoy??(z%tMmx=3V!nKTV?xA&gn!N9?Par=O{y#Xk zz0t3O^2>hyK*Q$?t}%zu`Zc^-MehIK{kYHkly%w9`BxQU_s}Bm8SaO~8J_ZTl(%I4wecDV1a{p~!YH;EG+YGT6KtbR8OKY@pXj6RUWxi3vV#hEmm z?DO9u$}ZNQ4dVxK;vBtQ0;@(Wn0uRkP#CFYo-qDu%+#Veg5RZDOMkjA!_chyZ6#VH zhtT6xX%?kfIzl$h(8~a@it*iO++pKUGyk6&NH$(19 zQRWw(o_mo-V$&?v{S=ZP_@BN0S>rVYl2?)TumX$E!nV&z-xy*ylIC0}@AIiMk2uOT z%nr!pnL+XrR2QLdhTRhS=KkzeM>>$>X1>%*4`e`bufBpAzfXYkOhX`bP)i+s11wTtR`BMxq6kJJUPE&4u1qYH5Q zN1l_p=`m9L&(Ews=>omiF?x(qhQJ|}Lq_7*LhMPM#jNMtP0o!lu2{hJtXE6sfUNsC z9_tnwd7v}9L8glScG0c`ey8Tw_r{s8?Lbj0v*|Oem?-=cn=HfW+^hA#p4MiEypO)$ zd54QxuWEmS@g}hGORRjkBiY4!g=qLAEg4ymFv3NgH<;_4Nh!-WpK3EUu zZ5>&-7nG{|ew)@O>9?yscDWvU1;?Ji;?%Z1jBI%yTN$@Ile&?%%Up%!`G02hWc4}3 zoY9%|$u(1t{jvt~8||)Sx5u>U%PT)LuU<#i8f?=5PAm1kn9Xa`VHi7H0i^{-otQnX_uL}wU#fE`$igNpH)lN&%Mk>_+?jPc0x{vH|J>0w zDe&;wB>$7nh2eiDgnoeVI^SI+9?dr5V`Ans{J2T?vK zp}Flmav#Okd9E;@&nNr;1W|9eKJp~!W;QwuyR%y~b+EEJ=LV9UT;S!W`FXTYZn-M`>Lk&=b9m-9Qm)k3 zbT-Q~l4pD#35UB2uu7KpymRP8&Qu5AgO!J2NA8|3(EdO3X<>0KxtVuEE_I5Z^?y^r zHQh2+KA6T&(%}Gz-@zAB!SX*0yQmwK5Y0dMlH_ep#T2}+aq z0JFnC?3VZ8rqT7Ld zCN;XQp?gVof17=;B6HprCC@-v(J|St_VT&CJbX5vF07AtwaY$=t-P#~S*0bL*MUW1 zKrg;_t60L-bJsce>FndxElp zGx-x!nf3xbcEHK3^XdkVre>97oq1Qw9y^{`k_j(}~UF7#${QhGRY#Yz7;AnS9JY~*# z6eIT;FVEZBVnRb0Ua#l+{>~1}7f7BuW~t2Zp!l9A&{+eL6>&8oc>*oY#?0*cZwZrE z#gGOhN=B;G7^;qSMMzbNe?H*bQE+NO?z8l~PU~cX?pY8WHbQ7F)a&5K*M2t;C$sjq z55`RMKY3k`#HVlgc4|G3b5?pv-I&j`%016iOlhOf%i(w}D`P>QAspCih*=`B9&3MA+wX{Q=jKRWW)C7A2Qe4;uUc%kNnIzW45kbudn3_hg8oy-i#l^N?-B0IWUb3$&`I6J0;TOo-?Zj zTVO$ZIyNL*J$nAj^2s7U8xp;-b$`<3ZOo0>F%l{}NVpsm4kOnctduC9su#oA^95E) zcA;Z%`EeSheta?jlw!+k#Dr=vxxrb-yQ&(F>3ey}Y-3I_YmCu*U5LITy5{}jX1bPQ z(Q0_yoYfD6dIi55VQzhFs>8yiA(|>^i*cbUKbr%EQ~|F-t08nK;~H`bizGipvStq; zd)^;D2cf)U``!8XV9s86|6E{;-e&BhFyd)4UQg$mft zVS}Ij$^9c-kH>+2{4AB8N0OkEK4$nU`#>tPSaK5#Vb$jPeFQfigis&+e&6{w!+IVs zNj0iwkjTo^m&tc9nRDbbXCI8AUA2GG=P$&8E6kp!U|V}SZKTnYuHO!JkJ&&kSJLYf z`kd~YH_f*%Iw!kDAK)9gH|&MS_u_6d(iDg0+mQMN%1@EzB3LE&OBJ(JygJ!0A0+*& z+FXKL$qA4v<_^An8Y*w;A({U6BjqV%{TnZfVb9HMkbP)tNt4=_nG^QVEP1QHB-ISD ze7kX;W0kBxEX5Mj#l8;C%=lIPe$EV97k`plF00&9nPN0;o12XXVQpElFZ;`uVp2yw z*3)RU@i2K``sg#cX|k*ISTXro5`N5se`o1SS?yC^^MvoK@Y>0+%O28Rq)(o~9@zFY zFD}Ja$y-{JZ?y1vhco|yU*}r%6oZQpEcmO`Tc^}d>wB*hyM*_wdCYE z2YRoI>W>+F5BWZT)o#}WSsOFUJdr#gJ6UBD8%@#vX}^m@e;2l#j}2{&nrtak$x)Ub z)%8EddDrv0>=652yvz>8d6?J+MmON%0c_XU4AC2^mHB#c5`4uP??dzkaphxrCQsu( zK9x5UCbRt^Vn;G+=b1q_(V)HlYSBBpa-W2Hav<%6T-Ih(&}SR=&HAcjWa>%#lgW4t zJpL_+zPHmXnO|On_kQramF?eWk6R0_36A%Bge#<4BHlutnbj?4vCEx2DU~i3vtm_8 z-{+0lVN{8f{mp2zTwBFj$6@R+XSAoqTgLlEq+L$;{JIohv zQsuW4J?FtW)jivYdZ&x6b09m22c8e#ds%aUF$d}YbI~D{EU(7mv&4jC8&6HHeg#)N z+eM}q%obORE6E~0(f`+-eK96{je*BP<~8#}@}(XD)gM^nPVDVN!&FtPOqO{#cco)l z6L28xx{!4UUF))ADrwzgtcnmz75eO@93nQo34v*l%09ER#ncYu98A{}={SI>Zgz%M`Ppxey@V*A5f}c{NzVjXZ%JilS&TvknB5GSAQ5a z`}dOFZviQ0`!135<$^n!7jfkd{l15zyLn6>-f{}hzL_;ULt~q`bSQKW=C!F(_&5F5 zi|DDVQXAVwi5{(SZoBaw5q)!gu!wv`9be90^0d7txgNlx>i(63XG_@iX3bWj%Oq`z z`Por?`&;}>b+{SEzeikqRm+yzRL1{n+4~4~D8jp5*Yh=`P94hkNcyT-?Q7C6fY43Q zy%VBYH`a{3ZV_jC(zYJ~5_&yJ*tnOdz=Z&~m$@e?8>Idn&VOf(^ z%95#pK7TdRKIon(s_xNSLp->Y&o*SqM3hrV-33OkyVH1-g%5;JZGP9<_19Sa9Y>~p zqQqsa*WW1L(z_au_<;P`!#t7}+x5AOOnI+cflT+3r8%wt!udl;djo7MikZm;cej|; z0%F-Inx|V&itr6tB>7Y(v05j#S%f*y(f=i=T;}@@WGzSP)Lh=pm)|0BD`yt>-3v6h z0gLhu_!-~LhtFpA`yF@2ke~`H&c&vzthgQ4$(XXze3`e@>v=_TZ0y6C!$h(-{2OJo z{=6}3Us5UaNB>{bdrAFdw@nxLoZ98>q z0qGA&oy^WRI{#H%DhBbqnMqZH!?B|>RA=H_jRM=%bY@-BWcR`otdd;FS!@3^A39Tu zo3SS~7yCI@iM$Q9-oUCu*}fHP>@`N74}Rp@s4&d(miSE9mbF=NI8+a%$zDw80sC$& zc{kSfp>rkUrY`rRkm?VC9pXgt?%(Y9fkxTODrbsCsX3C0P`4O$miXC>XFh~qE%;?s zh+b%%dH9~J33*DeM1K{u$viMryuTE}*Fy48`kx{ecf;&cu{@FKGI;gEwbQk}$S4)~ z%2L+)1-t9wYTmg14BsnQY^hj(sIyn-Yq`1NR16u3_3L0Wo~;&=j8%! z`E6(8>@?D74BU?v$;3a6<+9iGW3yCh5`N>ndznoLKWUEt`s<-|M?DJ2i*@UwS;q_Ycth zGujR&LsqdL&BO8}BUPjB)LS)u-)D?xjD0-h<~cW4W@}-8I*TXs#u)uw45?(JpCvY4 zj(^F@_mJKilca~XBkA!P&K2>wupTbO`1bgdTAf+-J&2SQ;GGN{L&=$I%PsKi#$tKH z@D1-sjk#6@9@YrjYsg-U1#Y6xVWcd=QtM&XXi!s0{!cW!sGn6sx~K)^enPxPiqTo+s#U;PB9$@H)8vvG#JPhTcFsQ6|cs$ zF6?$bD_z;$3A(EyOTXi!7MwS`oRBdJ#~X$ zGHs0$QMQqPBYBf4y$xipgK+XpCui*!;$wXlf1EVEv8x+y-azigB>aceOG)s7E0G0y zE~5RlQ27}Py6F2wnr(5Va+beVk~ur7s?a_&4bwT81{dh z-u3-XZqJilYxad&7cGmC{5fpQYQ7TqkheZHoRi8Vc~&_>U-yWIgL%&q-_7L-2e43G z9)2$yo(AOwFgxA2<&0QLv}ueT`?2X01q}R@+YAgWm);OdhtHtojoy57SE`_KS`@pj|x?vj|+TfZ@3;)0?KZ zVOUlM|E;f%4 z$qK!``l=wdohruE=1l`}D60sX@Uh!@UEW*$iepot@RoVAAv{KCmHLla!?==kvuQg; z?^pAN{q?sE;&&N2dv^bE-j~{sbo^cDUM_y*saJcvs*NT08+j1DT4V2xuuVb*Gz+OY)2ftUE%_m0_3ML5K7Fd-1h9z7^*s6`gq_yQG@#deMIj?`uG- zWGd@t&Ofg}f@B3Mj~TVJ{+2d3z;Uj>vUB@PqvyTELwbE4g53(P|$vUfEjWu08|1hs@g4?RpTU_fo(Jq(T4 zNj!l6ufUdp@T!Z&O+@QE;F%}gWeTj`jgMu;Lu^~ph*^s|jW&6rzS%iv8}|h$_18l~ zmQ9V^)S;LHu%zcgKr=Fuk+yN|Q6!n|HA4!O*D( zz0}UCM9(kjlbx=cd``99&RE#P^<=7tZZlUskFm*mlND)YFsUrbT9GVI!{+eb$u!L_ z^{gM-;O{T>v!0I}Xsp`!K0`k(A^s2l+$7$7Bfg}fPc3p^Z|?br+$%8qOxGsIiv*SR zIMdZcN!Ca%+9rHpksg27$GHXQx4@7?;n`R}AK=z_kt%Bhljo69v! zm-F9Ec#^d+-N=6|7LS5dXAErtlRtRR6@07@&wrY>*|Gn90so$c`ZZXdy`2m6egwU@ z(xMNh<^9QOjGW`UlVO)<{=buKr`8|Ra6G$C!p}TyeATBfabX9xmBW~!;_7z2UB%M> z`DT-u_#2*iqIjA5gZ)|XYi(-N`F$g|b$&n0`B3D!M~l9+Y66iT9XlTHw_?d3^h>3T zQN}6C_fOGBVp12HzD}>|G~cbytmR9+l8+&G8+I&W=O*2zASk^-zb9>%f*Kc=GHQ} z(jUUxcu@`Gor#zGnT^)7_c&LDxvI;KolCJ~IhnH;rUw*KiMB9Y?sRsZhxdbPC1akB zD+lA!U>5idc1J-m*NbnM({E+*&5owhZ&BY>VVC46{g(zW@%tbA{M`uqll)F-cf^3K zOPk`_x}K}4cM6c6=x7hEFNZY%2 zC0F%kdNvhhvtH{lvMmsOlGXYNQcuJG8ra+0x7lOdiic&@K?_%KPvXot^X7P7JfEjN z_XjqlrJD&qJ_dLQA8{juT$T)YL_vfk=0Qv6KvVp?8` zXMe%z8O$N55im~PSE!8~##hIcR{XO133f=}o@7K-ig=qs~K6Fuza z+pn8N8;i_)F*xgSUf~1d@TIjgmO6SjobzfJ>2eJ*oOgUg>fhL86u(b>_QT=&6u(?Z&g7!)&IeK}av~00O20c;`bY?^z^5%_ zN%oEN3cM&aR5$u|BhBvM6CYy0Y#hj%gw%vMg`7oLvmJ?&J>@qR?ns(rVUec=SJR~k zz1kUjI^=TA@&qefOs7rwll6?_$uO3b_p|P5=Pkv*H_37o-W0*F%lKOI>J}4Q&mu`O z>2HA98n}*Nhp~ED5BCSnL`_-cVzDN5(@Oj1D92WbYo%QCW<5n4)+j}v!L-Sn%IcU? z!uWrRKnv(H7k)=WDNm@**K>F0w>DF}q32z`$=&rL|GN7;h8(}~oOAV(S~__)wG?V! z^Q`XT+Vx_}H_mzlrkCMzp0?$k(l;2`UaNuZIaaH4jh6b8xo@w4G4r&$7;DSBQ_Bvm zC2W!F@M(^m$-CYVMN`{#Jhpsm{z&fjR*>jt^p03CPb5kXoGV0wNk&-X*k+RNcI>JG6``jE8vx?>!KGw$A)yRDugfHZIc^j6!@VPrmO}#wJst1Q;2{;tm zJ;?GD8~(&9)$#m(=O)YS(HQ?V)@qd;RY@dsypT?^=8R&)IwJKlHa2!V{sG zrwPYl`%&6@AEwLnaims@!*mXGmzrU1G(Wr)cN&rXYcc0Om=1;glRRb-gv#;UOJGw6 z7RlayEBoJsKc{JNJ2YDQ`zS4Cg4^?L~th^mu^L=`eG&ca35bS$tK244J1)z_h6(tw{dv@R>^5tgYOS zH4cTt3T^GDuP4Ni$$H8A>pDETK7_`TwX*2-JiI%Rw*wANg5yYISMpM2=WljW9miAZ z;^~#N`->N3MZlSCo@kIa=r!o^I8XSFl#`U&%z|UoFU`6+vFsw+zRh#Ts#As~E;GjV zfZ5+lZ6=0u72$TZ%ll_zRF>9&pz&9t{g zsomP##CC02GW%3ZV{O)6dmvr$eJG)_v*o+3fix@4TphNe5wKP<@ZDRSeCuqn+iPWZ%E&d<(H9Q9b0au=OmG^JN+NVw=1>K zn2b4RbFOl~^Y5lU|B2%>cx`d5XWww8g89Zl*wjh=*h*!OJAw|tYoT=RhPPY7`v~6*7fvluK$DCF1sYM?{*Oj-KND!P|y4B zN_6g|{ySJa4-QS~xd~!L_1Kjz$(L~loYs(Zvip5lH5pBtlI&R5yO||6gUj!b$=j`w zaPI2!6s+0665EUho#B=9N53Y;N+a*J`2U({pObPvBgMYvq7}4K#`T=0lv8Z`v26Cw zW`3~<8*(z^e75Y2sl&vTWB5hp@~v?%v-{t%GH>Fuq9VCG8?{WrBZT;+^>(~1KPQSOY zeQ8$zP|UoM-n;R>KabB7>@V24oKNG$`Rp{T0?X{RT}S%=PWYUPA19OXD1Bt@?Hpd2 zEKSLGm2bP##FBSlRZFa2MyC^5p9aG*4M=6P-{au*lVPQsb8^nR8f%wg?``1^uZN5ZHXE+pgbZ1!J( zW6SlMwLHJjWQ-aajZcSYIqYizoeSaCN1X%ozKA96(0Vc-?-ghAT%e1#uZQZLtlM0# z7l;U@V31SLp2w+P%tDjr7d(|Ag^fXf~G&tChT(CyrIS3GD`m z82iyQIl{9-x*>e85hGq@iO*c^gJ%bc3gc*XmD$nbWN(CL%iJFd&vRL^m2z+LhAWh* zid}7Sye#%7lTRXbE%7)jkjIiaS)3xRj zMX@Wh=c@EbhMKMHcAVekpqCLNC!{B8C-2cH>>Z-s%Ov_9iz<-+U6E}I78cc4HGJ$3 zw^$w`E7W7;izZ54bsV$43Q`3#-@h1qR<^I(3OJZnF}t1aJ{Y6NQq|KWUe zo*0|=l!+U+6pWo8V9`;eD5IA=pUZiPV_9qhBrg&(E5K)ye%q*1U!5K}R0ZFz)y}_c z{WD9vOr|Er<^4&%oD}bBeFZ%ViF#XL(G$z>=0|t(tmMr875A?rYtE!SP_*j<;kJ4@ z!3cB;4UeJy5#s6d+Sn+zUWN}l_}tC-^a0Ba#koUC^(qPG(EevOSVi9pwACETX7lUw zwS9wjO5wwIY&w%Z1E7$|cpe}5Q9mVdb1C~IBmF%0la(r&0?YE@u_Qc(&t!l8EIs~A zhCXmw2>Bb#EwU>j>wVwh4Oz9fhsG}$Rr9{&M@Z+Kq66SJmM`YCxHI7N4%~7|@@6)< zk5$GRrIN|^eB9iEjc4Kh)&k}?G;dhIm&Pme1|Qv{?@zSz3>;g+_fA;72jy9M>cBhi z#-4XcwHGea_+|1Ye1kb7w36)8zr!z)|3FgY9Of6<@k!plh`sV=xD2#670j?(X)C!@ zj)hJmQXI%8_ZQf$rn1i(FVBO1atpS@$u=~54&(Ap{8Um7#)`w}@edE{0rT0sb{y;; z7ANBM*RjNKnl9pZud`SyXx+zuvg+&rURYSabHtG)P+i2@IkCQ`mYUP#GJV&DLf(dz z!`*Xu>Gxtmvfiv>l{#ALPu`7q@Dan%Lc*y^`^N2C07( zKaOSDi`kdq0x@=Ted<``Uk}m>kA~9>m<1 z5T9X$XsASOSWhSa8BiKbp1cKHSrFx#lRhWaE!ARUSarsoe)KHsb4PleWZsnQYsawI z!|vpKgC(Lx&NyjLg7*vfxR3{S5!bJ0mz@xO!i=v93~yn*%r28Zr8Vs4;npV@H%iQ% z$y0if^+f1r4%$#8ubE9cvHYZkeUR^tm|dV5zN(OU(Pxs+mEcO2}koa5OA}~GJ=Q8TwC1(6Xx-;SPg!p`l@wPLWlRG3k z)9+TgD^ELwJ#JUya(Gt9*z9&`&F5YqeR()t2dxwM=0SM!Aq!;|c@`-OX*FlpC%f^B zn4DNz3Gcdy58KsSBNFFajLaFcy5s@e9?Y)EhCdxv+2LNw=yEKsUr7JSuz98c-EZ}i z9N>3D?GrL(wloZO^ZDXRdcQ%kZd$xXFO|ubcOIu;{>^Z$54&eYwRiPiL}Z!n?~nOu z&icK=&p7?B#QqoD=_IDF!kg@&YeviJ{{2k%WFGq;z9nPo9a^p_etf2<LU)NI`-x*kq5YQjOXE(~FAZ0xlXk9j^&=K61Ht6O4~kvLS60nDoy=Reymwke z-y__)fPA0w-;baXzs)Ql`C1k!UBn2vk@nr8_px?HLo;VX*2J=6SiByeZxu6hQb=-K zG^9-|leJ!**rS*TQeEkx5I8~Y;NB5ZM?-mpnpa`yA^tUT{V_dnCBqU7zW{Ic5$VpN zcPp&^NttE78|+o?557Jh8eRC;sr+Yvd)Kl@8GYQ~TF!Rp!poDz=PsB%LdJdBawXl9 zx$6>k+z!!3JnId<{vy17hhTOryd$dRS==PCB4-#Mh7s9QJpziqC_7oroYmBwd^aea zQxJ0U%k{jk2DTqT%dFkn$=28Cr;T>9pW;N!d!5y?>g)*hr@^TNj-Er-fB5qG`aBlW zeKGbZ(qt}F1q+`OOEaH27b|+;!EimcW~FAv&a5yf3&}hiJc5@DQRYWF?xo9K>^%s3 z?$>+vdv+vmDVla<*Y5lxXNkVZ)>&KK7?w5t`whw)Tp4dXD8siOF{8^FdyPe^ZaA5F z#lGa(9~x`TM*fEf$^Q4ezq31aJxgz8!>Z~RrtMwY8UmZ5ka!#t$xpUh>^usiS7F-* z2u{S^^-%o=Q?~nkWq~w{#Qn=iR{}fEgk9EJ_GaZ4+RjY=BKjS{j^7kmd<0AW4=O83 z)|KaHrOP^~R?*Wxde1lZ9*`}8JIP&jl`-oyy|#zWrR4qFoy>E7=hex{^&78!j+Z=v zXA?w+8(hy*nLJ&(8J@{XnY|{L7DSoXX}3X(+0l8ud221m{KX2d1;iPp1%)fcQ<=yZaIRT4^U!?)>pv( z9D2-P<+I4~Bk7iiOMNk~y7sOhMb>L4r&~^Y-Gi5TK9MIo^I_ai%pD`*6!mvmycq@G znd0EIf=E#r4~81QN5SKJIQ@^l2dh07T2+m4pYYzEO3ud7X_(c3{O5|?Pl#RzYjccR z4fORAG#+Kk<7hle-7;k8rp^9hRPx@8BS%g^$ZGFD^p~gkH}bYt;>+WHKgw@zrfXJB zN_Va8AaxUdkSw6X#PmPeqMxfd^XXoQXLa|h_|O)rf3a<{>6ACeT*ju^ zyE4q*tMpbAc8%#cM(xG8d7T#5;zjbQzabLk49ziGdO`fW8s_bx2FZGtHPt!6^BL{jA-^2k*YBkrNe zGuV~Wrhdcbjrz;U*++^~ZP_I6&$qKyzDd8wdyj|3YrHi(h3gtoaxU&@cLzfFYc|a) zxNo4>lHEIMf0>>?6ip{!Lqlzp$AAeexeW{F8a1;T=vl2a6$O^yLJ3@%tIzY*+1E%i zj)sS7aSfc-izx$)=_ANdQN4|DE}^xo<=U-O@*`Dn^%Tr{M%1n-a{MWNUJBnAT~CI@ z@(^l-JHu)9l=kXi_(nax%40^Ull2D2>UWM2ggH+_av3&M79Ad;;|Iz=&z3inyB%~d;3-}Gds>grU}f^$ z<>c(>xPxW>gl+P7%w+59@bpC7T(9q(K%1QpIhU}h|8Ev84#c9#xKPMQo9CVT!?!d! znvyS>SwDm5F8bue_hf!a28Wyq{uOWQrN;?+$*Qzlw0f6$(wnSTQ3R>Ox=*oJQT)iv zI_nMFvf3l=XCK5Sm~Mhk=DvMkxDm$-lRjB^&gGHc;_9`=srX!5eRX8Z!b+9l-;a`D zfWC_J+YeaaQ9kf7?k4NQU9kF1{m1on6?@*{a|!;HoYoci^MS^6Xs zWF0!}VT<`<&@P_`Li~0m|5T@u_}maz9>#*KkxhoytUpa2>^Kl8T9Y`ROk=d!~~I5djM3}Gs)ZcPxR3j+a~hlqxsAVI$R8oBShEoyr2|>MzZhgYGoEV+*~2ghdzVS z_wdabUk{7&E0nnf%6GCrR+hidA9D8l0-X9C(>h>mG5uVijqIgLCZ;#p>qxzCWuKfg zdpxfFg2`Kqh7DP;pTGA}BDv1;)*~lj-i8M=#ItXBW?xYy=jJ4T?uS}U_M09MXz1r} z5$aL*YT)-GHD+PSY4p0AM^4joZB}^I|1W913{+OowS+ozdH;TxdOAjIhGh{5UBN2f zll%a!XMIi1I#`LvS1IuuRPu~3Gl4T8*v7ck1Glq^zcLmL!PVya2`f93Iyp#syT1!| zSI{OICeLTfWKPJKQAvqg*x(qP7(vH3@Z$hD_B6V0HKVA7Irq^bZxnAPL!O{!t!>`u zo4$i;*Ic}!j8k) z=_(R^U_>en*PNC5FD!G4&;8oofzQ=Quz;oZsymkKuPA#qS*NnaZQ8C&ui-qbGTaXp zY1{DElg0L-G=H22mS)Kd{XL)UpVa;$I_A8NdZO5eYGnoP9(CG~=q+q21K~fg?{fWJ zqK&8d*r~XZ_h?{ODJ!>i==?M~~QtGyBn zu7-FoUbmRU3za)f#8^(_vT*w^3*!Kva(;YKd@MzdwPJHJmFE5Y92$Jc_RIWS$vd-; zJ=tc?g2~}}YQX+2`0fL2*B5FzC!(6U>4)M@;?!dL9l-9x)T$1J(Kvgzc0XdXeIfJ? ziHGv$c6zVJ_unLYB@r>1+IHanojmDTqy1m%Jjp|TAo)pb5`WMBhgS-0x0+|H*T$Xj zD5-2OaUt(QKgP72K=O)z6M1R{eIHEwJGFKily4wc6YYP@ry7X{v&aE?;)2}b^d8Mm)qm?x-7ifQGK@9wg#}5$Ok`ZvS5{Ix`&fwdOF|+k_sw=&4;RJ{r zEY|eG=o2vE57y~S^2FSF|f24QCy-lXj^ zSoMvz?}yb!|0jP&R_e~>iP``85JtYEZg;$>r-$rMxzh~c6g=I=HdP_=0c&TiaV^&U zOeCrXv1|S01nY6wJXQHYB;FsZTha14J?v8A0PT-8NBjmJKho<+CF<~&W0n2{5@#w^ zPOB5ilKiJr;PNG_UB@0rlj&@Xj}^y4-_BWFAHg-RRhS>*n zfV!IsqDd9VWgq>>0{(x)BIoncFO|(xz)!@$?!0J{_Ga_JrAnsVjJSPCmZu1_#M|*S z93`r6b$2c8XQ=fQf4z?Ghr?vHR)2%m@fiFT|9Tp4I*Q=~_{TB)Fj<|~8Cx<3dqSVd z^)<$)|A}==weT7p-qhb_awcP0c2Bo~$n!87z>+&@`V-`GV$vVv$hmJhQ@RK_vhJ%l zd%g_0{t!Gz?0i{2Sz#0(8O383sJ)%6S(7ymXWqu~^mm)Y?vy>$P(<9~)K> zuX9FgR{356-<*x}0NW@3d>2i z-}XL$aa9sjVv#H9ly#_c`BVj1mFMXt^wykBvhyluHf5cC_NVpXW0#6!A8G9jEV@9H zt%a3m>!&lD_r&*{(w?WvL$Kf`5@l3hLX(4GPzn!oj_sM)ll8y*;m)7*nM#Ah#haZt zos(j+N3Jt2*VbZAer!UT5o~m~InP3I^~wTUq~~X8^(x$U;dk+ZS;mXxIuL3HySIzg zZ`4-}mQVJ#oV+`gCe2(wpA|Eg?SmKFc>g*Q!usTRy}d?fCLgnw9qHe7fWW@qX}pr-1Q? z`YTpEmbU$I>nS#RA4Yw&TUmTM13nWVmo*}JB3cOIn@E%A7~4gW0W`STH{{REUgoj) zby$=4B6$OOk`^x#QwH&!%+b%qqU4k;DI#Alwq&(x_PJ&)ejB>&#l&`4U0hF(lk^&_ zJXWMEqK77W=b(A$LxrZ}#Zt9rIS279~k<67O>N0ks}izp;3H1smin zzT>oV9ht9Vg}h}tjD*RAl(|6IvMK z(`&fZm9KnByW-l)bEkTkHBCJGK!jUB!#wXh)z7|ST~Gd;H6%GFVVT}{sXNEdbjaLB zkInQcE2iH|s>{TQ_x=5l*igd!>3{moiBE?@VFMnWsE-wpc$M7A)^!z|4q$^kQ(6c4 z*%+PuV%fKqY<(k)2g}J>g)|RCaUQQ*Bhn=A(qw*mv-Y;}r|oz$6KX}YyvOe%JiN78 z;JtX$4nMYQX%U2ym*NQZra6g{Czw*mhX}3iSPr&XU_CK3l@=k0u zEKb4X%zw&>R_{XX4N@ElwccdiiRS|fqQPBsZiI#3;_`lcd|%p~u8r%}ZH6D8^P}FZ zo}9}Evd>aXenFhN6SiHkaJy<4`Fg5%g$!)A6P0GATJado@SX* zuH}@NSz5o;NSO1db6#UsyR?BtA2v*mwCq-#EY>xK$*ZDSeOhHFf6l-vMUt!GGf3ap zE0b(5qx2MJ9jUkNKGh&$_Sd}a{+T>6tNQ!WI%hRKCeBRPXHIzEDw4gzpDrZD!v%I5 zg{KS1vJ5*$u>aNioj`)@>Ag}65kvT+S}v#b6)?Z2eGr=a==eOIvCLNPyinm&bUHCArV*8h#O3+R3<8`e~B4E>5h zC#NMuk0wga*W$g<>4-gJ;ZvV3i=mYGo&3OE>5~lJ@0uq)CYF578@l3BR_Axr;*~7B zj^sHfrVT0D;J~f8d^t33E%54@xRAY8oSmlXQ6(fCTad(IwXF~2x*zeWW1ZDEQa**-(NuJyuzQ>4(_d>XjI-0oeF^L@#ndBt&P-li)%C{8FCbG>eO$;|&$GnQ&>aWOIr_driNhh< ziFciaaao(Xm`|>ST7B_jJpJC}Gc&Y!sCYSyE|Xw)Df#Xq-M3KB6XeM-yAglSaxb}@ z=W6>@mVTdKCwt*Btd!^b&+(h&t;%_IRgFG5LG)s*XiERym|jusYuWWFK5;p;9u(!u zlO$`Q_tDSaB4hGCm)GAF@SmlJ?^*FhZ4`Dr9@7G^|HjK?5dM{|zJP0UdgY|WaxfcD zmnX2b7@y2~&(*XTqGU3*j#WSTgWqJWQTlkrohR`-J9movX$$GG%9X;mTSds6$enYo zl4GJ3$+E}iN)lxaYzZ;^D1BuweOUP~k9-YB`{BT0>{$)dk7S93m{r{9w+lmmhtQQG zO&>93sk*oLS<7-8@csf3<2@rnNg5`1-hsRz*$*$8wql5R^DbLGtdZHo~iayzvr>%$9}$`^#g2@c)OEDnvm{88WqFV2J~K}WOjzN zW7&+TOGulusA}U`V>RxB(~s^wO!vh`&gyuOb5Zkr_Y;=*1sf~+HvocJ6P3r2SgUK{gr&+E11_*_ZsnhZ^3x;I98oR>JM4@46&>` z?){=(M_A?TlA&522i5t!X*V5j6Y=LkbRo^2qW4HxzK2!GB$b>xc~_IX%)R{lM)vHD zzfHtEPy1ty4_PC$gJ#JRls67JeWf3Cn~`%h$#b4gDN&?0oK6s7s)_6K+}(*KIa_v{ z5oRY8p3&|&P=@2NPZ07peg*}!&x08MZn_cDaimuLq)x+@5+p8l*h5q_K(^!(TRGw5KGrXpJ zsIxgvdw72ijZI?DRvy|%{Swe!%zL*LSnU(>vaViF<&|CFyO(8-#;9_BcQW40rGIq3 ztiUhsFL+9GFHR+UUq^B;6rlks#lK*KXa@t0+k+#rk zPA<+0rw`3Pk0jx}K0Sv4mDn?NheA0P-0Sb`MXHRScai-Uwm%JOH;NI-WLK7jvI8Pd zvw9aW;u1CPVfkChf4F*2i@{a-RPq5-VXv(PbF|DmUmCQbQf}I?KCuwy6uS+hE9^Ft7!~5aJJh623XOpkF{A~kqLvI**l#kRX{zH?hS~x{cy5bKvzLU;cnaGV`hi-MZwf z3a{+j+`xKSQ@>UlSF2wQGltV>kKZ{Na+a14bafm?{)Pef`TJ*jH&Od=n!KuR54gOZ{AgH;?kVD~qsy@6lt_(#@Ow-%8nV(Z0X+s~|$JPkkUAuaaieVfID zw%T}!+{3iFS#Ot#xvhLByNCzm%%{fYN;$FQU{?PdMmbxjy1NIFvn&QSqwy73@FcIh zlm;z%%e(BdNa>M&-w4s1Ve>Oz9Y^n_WLvJ*%kap$*J`vGCaSH~)4j%pYmM#2VK$nF zci_dnct>(n{S4F6*io9r?iRP!DVP0tAB$_5%U?k1$LY6NtJ$ly6bgBpkQ`^zXi!Qo zwP9b5-0hUy#IvU3&{_J*j-S`)d={(R0n3Fj{!tI_^MSnUYsz{@8TYe4?`aa{cp*Q|ZmbEcbcy&h3r@GF zm3N4{{oKN4o&5fktU1@}Po7*zXi`Qm(Se}69?4;Gz27JVn+)C>sT zMEl8@*pt^!_b(YWX45k7j=yG`^T?4**01T~G}=z|FDH6+gU#tYsHQT5;F)I!OZBu9 zPo~0n4MY+XPr=c!W(~i}36CpS_gTn&PsTh;d4zYpuFp$xax#V`1JW@Vk&KJAwYP|5 zS)YEQ_BWH^9^QAoSd+KVAG-gJ=$-XD$@eh|O3g&)kp&(-3KI_T*QcauhmXyDO7^s) zaOwteF(;^H{a#MI%C6Fhu$j(ES1C7uE-zx^V0h*<)4#B?7D*ps&72%GPdv(QyzJK~ zrG<55-{$uuTujEkoL9YDynK(=dssX<{OYrDR*_fdQ8~r&2TUmfUQpzKm^B1(Ku`gQ(w zW#<`~*A!Zh(YFQ}+p4!vWNRz_jVF6;oJ}^qRy=hYpGqe9e8)=mm@Bb5PfZtT^(%jW z!uIV+bUa?SRAMLle#+afWTy_8bQNA4>&j2KmE5LX*}Nz`vllk&`3CdD9X|bl<2jM5 zKAkGzZnDW&6xpxE__6fe>8G!{7sGcE{%mJ~fh5i<*}gc~l{Lp<@f~<|FlN1t_c@b# zHm2n1YB|@Jk+i*Xzxp|VO^O$I_4W#U2@)|)ylLw zfp=aFk+Cd$6}=wfMLEB(KJB&|6JLPHD{##Ijtg1uVF)%-FL^TlVe{;Q&A!VqVroUQ zCeKn)@*V+)qgf?S0&=#~J^Eb+*{9%o79QL&TbES!s~AF7&w( z4eP+DJw1;lVa_mLuIDune*=e($J{*2xeVufu=&j*Mc!CXQ}+S*{HgA{a41W%*-FhJ zYhw7`!O{c!kHTZP=u)4jZR z%F5)v;z{1HAIM_;$-T?nbJ%AA`(+1GedX5iy#*vY#+)GgA*R!=99>>FYdDrB{luu8 z_?K1vB}tu~l%14+&)u)JQp>l@XX*9`w#*gzv);TPzw0R~XYJtY zz`?ALxxw9i)a{D5Bds^bDCW6J|6?JYbCR?oHN*vl^U57-i2w4S$_<_ zILOsKuK$eJ?J@I7jJQM$90ujAl0Fc7hA5jSRTfQszZ}s&m zTuYiC9mP-1BI(EEKi!?L{Qm@W2V>h-+B|~O7wRkHds#k{9i?q}T76?t6wCVzh zz1mBTpPyLoI(!&I>zuq$(P(fY3@719SYyltn@ABe5j>m7&gM4^%zhY9yjC168+^g=Y8~?H}a?Xyhlrq;&if|9|*HQ zXt|ZnPh(Xr-uoN&HpI}m?42_yt`|q&P^O}I5r54)=5LK4t6P6x5mH)8K{o{|iE zvkMq7nODzO`w(&CG?p!iQ8%fxAEb}Kneys2B7JA5+>P1wj2q`bAvs`2vF{*OZi2zL ztK9<{Rq$=B@x7{%FYDrl&~>g>2AlI#)N*O@cn4iiVcC*;-HX%3q10NlYJYKIIEgE zL#z;-k7L7e%3sB=9)rd_`u@WcTa#xR299ErJm21cSJ#OikGXP!yHok)$8_lp1HtqKZa>&CsjruMc?CciK3fj)S4ITI)4M(z^>H-HCYhAuDG-xF1HxB zJ!aqN{g_n`T93FtNGzVnW4al0%CdEFEidDZOJH*XEX(3;vPdt$$It2a75k3Y-bNmI z7d{WcoSW3!LguXO%lS2Z%=7x|?QJ*|(fhqv^QNe94rUA%DcAYEkCCAT&9CE`7qesS z0&TkTiJbcs8M~19Lj0`+tDIDkr|;R3`>em#i6w^_zt-8;=?$-9LIxZ@vrQ&ti>lQvgOU9 zT%H)`1l+8d+u+{mdabXW6Itgj?5aW9y9(wyIeYpb$mX2QoLQak@5#)19{@H>{2hJ>ZI0RM)lPt5Zyq*49@7w5n2sBf3%JHmE@H)@bN)*tbGu7y<>@aAL#LI>hVWR8w$HOA(6c6O`w%i zgIe*Hze!b3)TqNE2eRXlaOw@AtY;rX!xM1leKtK$nPi_ihyVR0Zrn%SGPvIh*2Cex zF9w_kqnwCx1$JFVo;mcKqSoI9vhNWM8q+K1UhaU}?FDnI&a9QUO+Cr6z}@U_ny2Jr z%KkyZiGIFg&6e1_h4*da`@PMQMw9Prk+cGAv*IDSGuJ{hr#1AeU)FuCr$v0BZo#+GYcMt|h?3J{8c+F_-YaR}Woc0Zb*qef4hYe@FrX!MJi*4~V+EpOZ(lgb;7 zE{E=&EY%DXm+7+|*;~N0n5)TGGMltnX;Bu2pBUekYW+*SRHfZ+()|S8JE1ZRwa?QJfQ1nn$@;Pkp5kmtD`{#&^#ce^Cf8`T8EusO8@jd0mwgelFd*+_&eFzB z^jL+vUG$l3f7y@!DU7pMWWClV8XF!G`=*Hr6ZHBylzyk(z2aO0*f+(Xya|4vJ#v;- zu>y3HSN#(FD+HhT(0HYiJ-R##9H-85Iy{P7cjIp2dDcC?0Il!*uEZPG_?$6f9Un<1 z$zJVidT_*I+-#fj`oR7f8b6%`YgcCNqnS_UXt%}KE~g~mV?y$ z5gxaQNY9D9kKxcjGW-nRrEu#3?aYVjsrg^l)5Y|DfIlo`y*&NR3b_f8tRT8(4beGd zN|y2qAbGz&_Cn}=*1W*zlr!VTvfBslOrzN!Y*AUg`$U_iERq#t-OR9#fzTq@T|%nl z@Hn5B6rsZ-1ragPYdNpEuYlo4V`pvhUyQr!`1d9@%({owY`>F?ow2d7*t?&;=lQwQ z>>=4h7K=fj@$q@?Oc9Ir%XgdJ+S;!CB{)`-m2M*a0=o33M`vss z$S1C+=X~wH?`l6b{g)(FS!oWOk|*(6p0yq)pU1|$m#ZWmt=4vJmU|F$$FM|8*kzsA z5lUyI-ia5%;3XC+4$YkDIEgLuX7>xW*ur z%#41(`#gKO2p^t?NY+Kn*Fv6*WR{uy<=HJaRf*(IIZBJyo2ll!#AK?z2@9(FcaO4J zQ#x1_8A-l>p_lW(UZ7pxOur4iyLfz_OWdR7tVXKuujS;pQlBOD{k6I|S9Unfvp+FU z^IqXouZyI2l5PrJXJ{`uU2|HG#F*#A&}I57 zM&m=wt@h&lZT#$Xy%bTiFzo8%-SPe<9yd1z4#MUq)#)P=oKNDG{P`B8k}-dj*z^PY z&1L7gteX8z|EMJYr%8DnMwa`NzUtBKX?D4gJy($> zPr`D_-*N1bb@Thu`bsrB&?l!=kA`Ohxb@?ggW2$4_jjlA z_6b9w}Yj=q6BlbP3zhvxsTA$4^^-{IJ zrQg#^57FmG+RFF4{n)CLnE$T$u@_%k!D2Z7IReVb_m^iY+4poKkID|!Mv!_DtLN)E zd**MUd2&i72YTMkJPP-($#VcLujeaSp`LTRHbJ0-k~vkbx)MY6(BIwP3T&`|H;rY7 z>Y~+j+Kd0m@$oB8(b+BR;S+gIyv%XvSK9^iY&FJzOAISN{yI^n!Tc+FCNkr6g4BtO+(72f@^n0FSW-qZ58qR(s}-K z9sLg`@Ii5XhWOJQUy71-lX%jAwU*H20T}$I?Qhs^CZ;AI z=$oR_bL2WggsaZlef2pG`&vTf58TPwHlNVy3`jmlpR5?KfK5L_G;en{;lanEbVb~L zhvy6{;CgBNTg+E;`s8f-4AuGrFgt}TbLljhzPDgv)<;}X;GtRHJ%hbBh+7*VeuG*~ zG3hPeBQ}#VnWbll76*|rXXpL{xt%Pq7g94>yQ-1)L4A*>a}{;7@@ODbF7rEC-A=%X zpLk_5fvxtfG8r#!gLqE8%=*Ht!d(m3rI_1^ZL{;EE~GYKR~_1iE5%5ZHEf;qoU=gB zE%4IeEcPR&Co|yb1uz%{~g&hGnTCO zS<1SHs`;%Nx3J$-ePxB;EPo{@%zNVC11z3V_W^yj#HoR-`nbq>9p6nRgzOp44*cG5 zc?Z&aFl!wSb`j+}_y*D*L$CLLMQ!a*$G`mkhGsvjcOA)=;y@id`38bxwb6o>!(jdn zYnRgMsTiAF=kMw-XWoZ#4WRcoYc0@o4LWYqOXA5Cj7cuso>0iHld9OCbuq~)dyF3U z=;OBn3tT65k16n|!}XGEJSVC7x`dV9;0MSTDRx-j)YMlYS)HL8mhQ z&h!6dA??YMr;`3Lku*C2a!S<6BJEOE$Xt9V1h*;C0T13GdsWvmD(&xgSLk0RIuF9_ z`*>;I+m9A$CaQgba);7t5MHdo-tV3Ka5J<@$Ea3 z=Jc#NV!$(Oc{U3k@29l;U$XWAtnilWH^MvLbEad}G5Ay;#yzx95_>0$Z8;ZWjz0Rq zVL3$Bktn%me#G;|V%8nF-%Q_&#L2>}@`@5QA-fx9PqXUrxHpbAhpK%Q&2qZgESNO& z`E=H}2SSU)nvr_>ga;KSLvra&qRGKx%>JTCLmVDJmYt-?x9|<@--$+fA9$@gS(RB= zM95CX#PMVx{!4^yPKO&I|2CW!s(Tq;SBL);(i}*>T_pJx_Ic{F%SiMTeeTzC6+Pss z*W=>N(Kz*~5>t%$>mj)Vh7Y-)l`$6^Qzx@k&JxX&prz#fk(|jS^NF7U`dUc((%Kn; zbICDTo|MVT-iN)1@&5K^3itAuta^9^E@!e_6X=f@eMjQW5>YAV2aNW+Hr=u+>p8qk zhT|UU{S1S`^v!947qDyzZNE#;lj&WLChJK2ym8|%9{m*tRwrdgabl$V%~(A9yz>0{ zGQAJfSN6QWj2~ChEay8uk71WX@OL)uFN$O>XD#i|qCrCvmBY~$bjcI$V_5Szy-&lR z>^jMto$LY5Nls_uTVcQ3;r>bVxr3ywm1+p_-&y)*pYlBI8Dr%R$mLDg6QaQvu*>tU zJX!dS#DmC^^GP41$xe~4GdV^>sR6yK)2}DLOD@%tP@gMaUCjc|8zJ%r?;WykQvV0M z->t@1*pU+;k_9ZMpG_uNR%Z2N{X7#LM6#?g&mOJ3S$jxNIp3nT_?LYXzp(bLy!=D= z=9_n2BL+-`#w^x+M?dHCkv!%5S%l3~?Ys+q7Wy|r@(WR8K0QvN?-s4i$Bgq}R-Vl| z8iV^O+gAKq!W)L-QZ3BhgV}v}z_;YD4&w$m`~Z0yK;~2UCTHm?{Cb8Zd+>*xsGGMA zMc_M?EIC^?tHXAQ;AQyCGpsROZ$te)5~Ahdo#)ie_5O<3dMbT7kv%6K57l2oI3BOW z=Mejc4&7k)y^>FoEZM4hLF!G~{*MLzdkq+MG)98T1!wJ^OP?_}$OA z*qh~AV&n%}d01>dTK(MxHarGC@udk`%bxjq*#8+BPr4!1STWG427vRl}C77H&B#j?tLHdMD2j0?Z9)d)-(K(g#UO0J4cdU=5@5`7nu>Js&z zQu9u%8%?f5Ss)qqzR=<$kgg8j4_UX1I$6b7nOrABbdtYIC|gUU+o*+L`!X92Al2dg zX0iLHi`@sp;~<_t1&eYf`s4aJ!Mjm|WS5 z)t^VbB|=^g@oU(mm$J*Wm*->k_)%SbCZGH^(x2i^&aKKyt~ zeKdn}BEhxLdYHYFv$~2lGh=NH|>z$8kWpa zwvG1Brt2-_%M;TBFg;^rW&U53FU-S-tBo3`!Sj9X=hUfYVrNq|WrV}qYr`gVwCkLPDR?_Aux8uxMv?QyXCM1NPYPesvZCO>(frg@XU z6Xqppd^`IbK$ox8YeTZF+U_cP<~+@}`21d)R`7Wc$$b2epDXttpFNYZzr#TDZ5AU$@(hyj9);pNiO>tgbI&*lr$th?d9EzkxdQ$&pMYby>J5eJ}C5E2-CslO4pH zCQ39R#WwbN1vVFp5jQ9K?#^QPoQ*kK$T-QJYUFxe8(;F< zfq0W|w>SIy=K|j66tHH-w7dKsixrFftDuF?9MMP=QEe$^v5_; zj%9DAbKZ$eRC_24PNs3<{v|%whvQ7zA4Z4l!}v^OOU8*~_+=Xyy-t!RwNRKef4bWk z`pL>xTb*eAC60^}T}Nqe4fK!HZ_e(@bE1V%T7VC4`n*(26EI*EOMJq6wrjU9rsj;= z30nNyyr3E1nuH0{*x$WkI%kKo}osSgYiA@#B=7*4`lv@@Bg>^Eu;VKxKowfnG2SreNGAZS*%PkYwel&yOvK3EwaTPPZoixfo#zTUljuV=a`H=dp6{Y{@*uuU zTMVhqFv}@36-if}&9W0Ux%JQDW51Jn z7p-!t#KO2 zO?3ToHa$e-TfsWLA=p6qpJ;G58!n^cBhaibD&BxeAN$+_m-BAzKwRD`QsjF_9h_Qa zJh+J^-zM$la5z-0k$i0lZoWYJN&LDd9~;Qxi^ZFl$TCKq2l4tS+?&tRzp(EdHFJK~ zcs+eht3lX4L+h)waVSLkV(U2nvIh4F^4(*MT1)$r9rjS;Rcy(-?wrG15`(ip<|vWjU3O_ill$2BLTKcB zX-(JL`F{Z>y$+)>aD5MUT?%|X`Nwl2^&{? zj%2vK&m8Sb*K@*UO`JUkhuh%JTd*&xw>|p14L;|qe+V9wV~<8GlJkj&v(*ISOR`qo z1Cv!ogPUP~ivHX2^EIyK-B8Y9nhV>U_kIrCb9PKtT5cxIEc~eL%1V+H$Cm4S3(6UT zlM1Z$EKkhN^L2jK^Ww{R#oh31XEsrc?~S3&8tqgmn2~HIVdnoe=v74=%DRbr`0i)q zYOnQgNxuaDAEaR&T z@#9cCn7k!Kz{&I*rq_M7oRf8O+V%;e*Hk`yG9LcLx^wkWjBJCIn~0fnj0TOhu}X_Y zaWW^8p9-_x?%!{W`x+lAkn=wNd=9K~(m&sNzM%WlSoJA<#$xIr zwBCUwdF$8-)AP*pX><^;Ick2E`l3_UZvAB_0!hcUYo`Y#a@g^A>bMj3Ekuay*K1-jR z#{44=Bm>96yf`D#)x5F+q_)9j0q;172c1aT7P!5LBz^Som43qH3&ohF+Wj7@rnCs1a5Tg5}aR6qe`MkJrceQ%|gl~uSxQf z58!i)Uh#r3r$?+c%-^}7vjl`tpS5GO(U2F%!{_i@TjB6IeYj3n{BfH$-^8W+ zp_w&PHC(Bx-|P?k1mgQ(R@MvWB;;i9>CPka^l=6bt>dA8v2+XE$cq0iBuWHWELvp; z&O&Gp^Y04i^rhF=kZkC4OLy~REc@bCD0LzRzGft9C|V5SMUO-08{=r!6daCG_tCX8 z+kWKwd#qg-7dG(x*9JT?D{e|JrDJq z1e|;Tt;G9%M9bs_=&b!aMAkt{9wj>7$x2J6Je-bnb`S2eir) z&R21z4b*REms&iao)Nx{Qq8o#3Vz!~fz0i@!m6eI4$7P@@6Ev8JoM3%skU! z_9`2;G?pB#{Imij|DZt`{xpRpGq?I1W*M0aYoV%^J7Hcsk{v|KM$pPibaE`E8uD)92w7kO;~OT#19kC zzZ4rLX!Am{B>&&%W^zsGw}cHQYpJ~!ztG=KJw8N+8RTADIRz8YL)s_2-9bV$G$$^y9imS8fC_0be<9leZ ziF}K+mi^Mx%?Og^yfcYUhswP?axo@tB-sEGYqi+N*mE^R zA7|yPiLc8;`$G9(+TFmf&%*Y*NYX@PSPR+hcwCf?ljUe77FAZei?YXQ?|b%4p3%pR z203Fk>zg~m?*P{i#E_P7x?7u1m;q!@S1-To@a(&w^*i6{N}7wwlk*1`sMm#6j`CLn zmdhDxS<&1PHxdC)G2VQor#ke?T&b=*Ib$@ZYPO|IH<9W{C6B;`d-ZoVMrN*-wcFis z;vIhUE(z0S-lSKn_S##p!*$~Nh;g{&TK>s=GbSF!!AbUo? zqiH%+trJL>98qhP+oSY(Fe*fnowR*He_Qb{tA9?$xrO{XS)~$(zF@mM;akJCjkKCc z{+wG~3qPM%<0iViqOI!2yh$vvj6RQ%ZYH1j#iyS78-w4^6-4c;CRka&mO=V#DrviO9r(v*tdi}zw)miX_gaHHnCY{Q6#Gxu7_P;+5?LV(_pqw$wm1SU6cDR=ZW@auR>Vak+nygtK6)m>~$WiRNjmYHDV>NVjmVf z5%)`zEV~nq7a8BD#|QYElVY-ueThD^2dE@J%#O?KW80$keENNiSsD3WVAt%0&0C&} z)X#3uKiMPMs4j4&4L>>`PFe4~n%AC$Yelqv46p7A-`cRrSsM#*?kU;}#3Y<^#>BY0j_5qzz`?}B9u?Oy@8Ga+y-^xx3NEu@=EvaxLND^CB#=gWznJ^0O? zZ1*&2zSVY3+K(sCiCB`1Id}7iUs>onUVS;#@1#Q)dL~xpF9$_dz4+RtxJ&!0&a8JC`J* z*?NdO*}I-OW!{b-ORKXX{6AitQ_!CF?_d9R^R@B%tHxq^qt%d~WtCP=d+W%y-A@83d;bB+IbGt~z= zIRhwpht6e;odr%|2=pQFSL_}ol{f7iUEn$i0yrN4Kri4nFi z&Q~;YEOzxt(R>eGhZ|#)`D1`9*^Qa~v_N;XUuyPVZs$ZYd{t+XZEI1D%s3XS!5JDHxNcYW+Rn?7xgQQ7HylW4J&O@HLS zlcAqeXR=195s%8roNfK=(B3(E-J-wkdV1HV*9sU{3hT}gLp~LAPce>-r_;Y8=ihp4 zubsSIzm*k^;Qyz=?>P2c!FF>XI|(8U$XA@C_p{#lq?m$p$*a>xWSSzL^u)VlPu-@4 zQ*k?4B=Y>_4*r-EA~*YVFQoFMvmNb{M=wvrZ)eHR^}R2D`Gc0D=y^5lx?|ZbWSpnH z1sFV#&dC#hJ9~`NM)F&Y!LIDoTH{VpetIL%DUS9qCF@&ut|hng z12~j?wfAYOB1T@0AC=f6JKp!wdAU)iy8iYmeU)f948nPKc^G7K>fUs`%&D&#>5f)D ztGkmEb0V2X@bfP*WhrEThFRW!U53fof4BxFdG0-+zKK0e^$I#x()02s|GVjiu z=yXi$!1BAr(2t;!)6~o2$_Lnz@4;JqnhvwX-oI(|4Xc$P&uh>xBvO=u>W^$)m2c0} z%3AFm%)d`!*V3?Q0+}nxGfP`lu&y&)2Eg-UNNhJwWvBAB5FHM+Q^=Q-Q`+*D9gz6c zzpZ>@8H=^0%aP>zh+idp{_~Jsj&%dn|5d#^Fm*L+{Ki9`BjxCVS=toZo=JwIG5BSD z^>+0dEmUIVWYFDTgj$DNIg@ZI)W4)hOMW~;bU0L;`bIw;Tzi{;_8{Yfdfv*OmyKBO*GEc>Fk-c5?O&m@m#j~+=V`P|W|F4x%jsnc zjaSp$87IE>Fhb-!l+vWwsEw=XvxVnf42|}@yFBg7kR(q!FQQW^THXQCM7z~km;G=# zKO$?vhT%f?X!mjbJCUuC7LL;PTplxw-Wyr59_t! z9ThnT<33WiW2ItvwS$j6&1b4ZH7CLj#fj_b@Vff#Aan%$YUuMRdLC-5eoy(s{Gab0 zU%>qXZS~dT-DLa-tFsf}4|04*(?9rCcct?bXA~QruJ%%1(pXE`jrmj9zn$Aj$U7NZ$jE24BJX0MWaSk?q`FYB}(B!6~H6o&G(?hRCaJeiYuK2H{MV&Dzz zvcD3$aOQuc%gJ1SKxw|x*?aY=zxNi5EXhmQ2WrJg`=p;w+4y`ud<`sH!~PUeaWHFV zBsh{ECHrq{tykowS+(#Yrsmm9H9aMdP~M8>`+RL>m+|StaPd#tz9&*{;*V8$LEaF) zjtAMZmJ_&|z_2as4k7=$a9xiHIp=E^*$$vl&QRWt8JC*hJTJbsD;Ux9+_*hYxdvYv zixH!Z=L;Z{Y@W%sU*4TxA$I{?2W$Hq{!-Kbe~4PiEY+P&3aRy-c#+j-t&Jj;{a=M9 zbK$x_25g|+L|$?k9FmXxJf6Ioz70gMoYAw~i1-aQWIok~t~qUXG^uWPJz2WWgwSPt zZy=WL6q!5V(JU?egk?AT$!^A(d^B&2{xl|hPr#Jo%osZ!& z+nD*2QSK=$O|9%a>#NQPSmn&x;#iTBnm;G?m14k2>V9D?$_Y=iG3_NRd>H>efaWAx z^jBs*p5=VBaj^dZ=Zo@|b4b}-TmQoDMhvLU3vS_&%X!s>THH;B+w_?k&wMR564j0> z_?DZU*FX4K3!mh}xtDz=L2DQmEP=v$h$nYuo|H^f;!JH$P$MVbp2B|{Xmz1>uVu}A ztIICR8j$Wrt7-i1ZtNOInq=Q;=}Jrej$@JR;mSEmIVYr^E5AeN5$$}Xjhv7$3Cj=l zvk|s~`SO2zjgBKrD;CQ+nL}LLqpzG{dA~YelDDT=UIar2lP1r>kJoPAi`?qkME^gB z6*~DPj9RFHD=X~wtd+xXJ?V-gs zH0vQYO~B4>V%3Qxc;EOiv|#@G2+KbO%i26`3@c?HB0)|mJ_ld+!QV4*aETew z3T${voTwlYRu^^tVdLgBt)yNn{#rr|tA}-2i~A)ucIIOfakr-)M$tDYe>ax>`}4#VEc<4`Jm6`Fe(&zdu*|d1Gkng9o};1H3-_MK@Y|r0R`S;GTu3!z z^C?=GB5L%};%YKK3-z-g*aH9GC*`?V{D9W-Zmu*ifUlXIG0_=a4S>JBt*I z;ZqB0SJq}7TC~z<_L@GV)!te=ibeap*D|#I%3J+n!%vp}b>U({zq`iCxyWX{Tq4XV061zH>dv?;# zmFo56HE-k7yAUnGn(ejyf0FJ4?C0|P12|Erh$MTIkxE7-rAY(PP$?QHloFMON~p98 zrDP>ZLNXe%RU|1QqatbfA<`B}UH{kn`CrfVtnc?8=e*DRocr_reD3?4VOl-QCYRFx zXNdOWNhQU|ku?0wSPT73t%Hs{vxiYj^N-%7ns3Z=%={O-eM7&Z*xr@zZ>LRteXn7o zO{B{cx3X5lRQwwR{YG@_PUc&9TRsh*FA8Q~MV^VJg5zTtIg0&$X3edxu9ENcRy=qF z@}FVMY+Sj%;L7?^BYuH{w_AG~k|a;5Qmd>lZ#jZ}A0TlnGIrn#^Lf-j^A6?_dCqVX z&pDl*g;>8b{fnEq4Owf$=T3-CAaAk<|3TNrShEjDZ#8>8`rT`!*IkF5qeZS2US!up zF(y^quf(#PoxdG>+KCi-##s-)k`=xp58WXiJVNT^j`^OQFBJ!V!t9(yC}HL?_|Ve# zbSUTf&SaKN4ckmd4!sIgeYP92lIa7+EV-?3^iUE5;A zOGZ45R=0^g>+x@>8FOkrbw9g7dIOAdaF@NF(cCYd?AGqXSWJv=y*M18Tc ztk&5Hb2ppbVfyLq zh8_Mi-*+VIVD9Wfog{|70;yadb!Nfs>@tK7kB})D((@@N`;iWVK}#cav10b~&KgMk zPNURFOudX6*gTHRdvNR`j5-Y_StGt7!5&fiGZxBIgR70*R^P9D&k(~N!-_v(SV6Q% z-n2jQZL}zPAqfYNqA~V7O7qk+Po33^eM;HnmE?}D%ae{E&pRxC4NS6crldKOf$V&- z=?#$~)tw5tGU$yDOL$BP3~z#C-+KRJsFc>{Azqujn{D;Y)6SgS`%3=IJZosJQUTY1@*P+!`&*eO#E9w6eRdTmI707-P zKda#GELZ=>7BFcxTdu>{t$JO>-iv7awZ6%^bb%EzxjMcebM7M@#k$qKGt29Lz+s}F zsS*4pi#;b2jKZ4a`}__IKftlOSYaOxas^qz_x0?RI>kq_Oi8+2z+00su$GqB}qtz!E8gRwvHpWjI}2VdWSLiQGQ;0vuWVTQJQ*)}=2Q>7p$FTW(`$+XQ` zxY_1tBo^+2QX&5G1H77&AlXo!!o*yY|L3)5joL+z>;uZ(@f&G-EjHe!=g%b16ZsEF z)kdoe^t+K&uYkj&`u$F)mw3*F>^j(J$BRE*S?M7?Pt`Ab_@Cv&hmv+T-0K+U7}8c` zg%j!ZFFfAD-4@2Vg4b^G^EUG*RxdDC@>t&{nheyh0tsH@fvfR9XPL_Ix_sWB4fj-^ zJchTPrsV+zTxf(PRd~-nJ^vFeKQ!hKa2!?;0lpW5ejsf=QS>0+?`&|p7@W$WU7(nK z#fxE6NaXmH-9NEjrY37XHSWc!El^B`%VeckWR$wDODf=9KCxExehn>lkTN+_iimPG zar1u63Etya!uuJNV~9qa8!% zDKwnHJ`>pU5jcE8m)u{x3)W4rrxb}tn5C*HH=Cy??_Uv?{DefwFWg+a@y09$r`Dq0 zWT;QjCfAMAy_f3g|ATW$9#@>LKJizcmFGW7X`K&=|g-k=lvg8`90C- zPnI}}UzKOIGWe2{Dy{Ub$9wzY#Q&^hqs+RGPgJo&ABv&<{JusUtHdL3V69#>c^Ue5 zdTlXFE`e$G(ln<3SJ25$_L>;pSgRI%uDF(|ZbdNN(A89nzsR+zs(`SPjaQP*>?7_SB`8(~p#9(feR_u~3n zMt_?XE5P|YoA%e!JXudWW5z8;X=A0D zj-5Su?F-m366=n%iX5(AHRI%5MHTW?;PJViQYatzTqCa_! zM!5>gJ)PI}ycL%gV^mH2_yQy5nP(E;f6L50@a{vaOMI^ik33E5l2)Q4+3#^*70q_6 zclN`E!M1Mddb*Rel z{q-Wia;%;p?momSryC`^uU^q6u{{+E-!@BAdR-*~UI@Vo#^?&^2lUFRk+-cJ$C~31 zqyO!?<_7aV$&T6i@V+>?k+zG>m#pSPNYc^xBk8%-HNZX?Al zyE}R4GB!_r%(`By%n!R;i*uK4pexABN&hJwnnQ0KM2eI1Nq+FXE0-Uj{VOg!&Mv+1 z?;tJ8vq>s(RA;%IT7MT~UN+7i(c%bFT`V$`X3ty9dWx%_Q>;Z(AihQWt1$8$I;8SS z*4A6S|04z-MzTC7A5D)u(HkfxCI9TlWH}lBIR)?+U#RTezqCFZ-VZ`2`QEdyyA=*x zO|R?|J6KdWj`WF-zw*cHt(VDGwFcvB`1=%5^cVoys-(D%OvP#5SG&}*pN`f0`TaXPHPvpq@yZ!}6#jI? zz?HO4t+$!R*$4{gJNwgo9%!Eh{I@HuJC$J9jc_OE;c9``-C@o)^Qibkuu^@Gya@8vJyJ#aKz3b%HOGrhS^JZFYyr>O0@G9#eH+@-yfYa3Meyb)mjA}=Q_S=f zEbp`ac7gI)5IhG$)v#l^u}DC);W>f4xugM_Iod$wwP! z96wlW+!0zVChgH|eF6!u#kmJa{uU|QV)H6^4-;2%a;_8HHt~g`kh>IDHk0NZOnZsP z7iQ0zP$+Mt8!=-P39q41!vc%dH2*x;yMMD?J2F<_smZS}pCmVGF;DBlqRLq!)=EtI z8N#{39cnFn7xwE}b1@D)Li)|D_AZY6&rHeOyPYiCas3W+ev zb?C4e*30?KIyU;jU#(c`R2tOb3(es-pI=v`?FbxgDCSNTW#-ZQa^oeVcb;=MA?bQZ z=Sk`wh~`;Y>h*rfudigiP0-DA{4@A!?E=rK#-79QD!a~)C3AAv48q1d=UiaMC~0tK93bzKku3uuAHJ$2;1v!DB3Nh`Fa=VLr{|r zpH_d@e!VFCljvUr8jYb>7>|;h=PlNrMU#iMyM{i^%$fYBdqv@Vp3RPo)U}*wrWdiP zA_Vq>YEQkUVcCJ^UIw*fOvxUH+`r7J^9%IfsP#>(@c*@wAJijR6h^xSTOtm0A?>y7 zlzn)cu{d|>vWu~mQETy-${4(qgx`xv+r-2b{AxKL`_U*hw7i<$m3ZHFo^UPZ_JYhz zTAd8XR6D+#%p)+SI^UeFWlroqrhgIsJ&2V@W7a@1>s>fbHeYFacY#xC8O~v&oCx}l z-Ks(Bc1&(#)*?JE=jBFeTbNY)vHXMPNv++**!ZZQZCP~yng2)c)8*;xqXBbk4a1jfAfkm<1vu4fy zhFl{jtLk@TYR^wvlX4=v{^a-V;@7EsW~6Z+WVyLeew>_tnmKuTvah@>ugN*PBgFBQ zJpVenwt(_%);L!L`cjY8_`aIoKI^LCVm8XXoT_v=l1(n~yOQ>WF#LQo+={jBvFbTo zy_<~V%rx4{wHi`Cz^4IpPGqk`#hL8b-|YQX;@jcSJdr=8*3#QXOa=4SdZfnZ9Iu|^ z>U|U~vtPI|U&~XWSIm)nia)`okhqviB<(QaV%BVir=7`vg;?{Hc-xNMO5;W==*_3$ z>sa`R9(e}SloeL^!?iV&9yj<)t2(n%Y8+*78tvMgoi=8o_I8apZ?`% zOTDWY?H&4Or_cm;S_XqxSuFJm-?IXDCf}RZ)a%&beE%mq>vz5zvG)JOs(VOT9;33) zcrV1VDmH<8XZk*bbIA_2nw@_&=S6T&h1$V%-$?rQIF|DXIX#jm0%Ke+{^!c#Ve8Z| z`qd%Flg66QQ&UG^4_W?z?>dpK5p5nf*Oz9kV5Xnwc_%)nCg=y=YfG2!arbkqyA&qN zdD<1&^mc*N)y;h)PfPZk^YG{cGnK>RJm-7`GObym6Hb?h|0GdwocYf+b83vNg=RjX z)#PQDkTX>)i;6xwVZMws*^9HEYt=L9kSwY{yjjUjRgC;)G5#BWm%@>j{AxXW zE#MKe%$7Z~yGgT=rJH+y5-+QFk!@9FXs=By3%&bKqn^WnjV41p6 zcd^WoqGAb>HDUXutlS#s2W!<=zr}3uIR>v1eM%X1vF{&9){Xv^T}NC3$BO)>C2nP{ zYmei1V($mO%HYiXxPKVWXvgx|9lC)O!;N^BS)b*h~Z%@}t!_RJJ_lEpGP zcMf5NwQx9?XZO?YUiP{M8c&JG$-VoGey2kDav1Lul};s3P6rRhjL9rIif<%C{%cru z8D>xBPrJ>qoTZA1P8XT^T--?p&yD=zJMFr{C9)JEfA&WFOV2kUmtE*ji@?7?y}Z?@ z7tbqB;{~v&?RzELoC4$eYNT8Iu!3C%fkk}s1D4C(?c}notMBRN zycJTbu{3(m!?RYb^E2=1%rcvBs3@K%FXQX%_oH|6*Pbeq6B=R{BA*~y*u zq7iR|^AlQ)z|^Xu*qsGy{dAtPoHY-$g56E?>i)Yyna13eh^V&XEyb0ryCwd#poCBG<{+}T7WiP@ZUdtzw4Pwj5v_Fvt ztuf05821f}evQ3j%#bI<3&_@p^&11ta&2XA_ zyY2YXGrbo`5z0Kl-jq^3#a(-x}IkuRoB4kVHnP(1z&AtY^ zM~VRxMg0k^mi6T@8sBR6Yq2Z$1HLf&R`ad$-(oWNCFS8*mlKf-c+O(_)M0^ddE0D$ zGrkcpmZ_&U6_4uh{M^YoM3kOGf|`7gYyoDyqs>JalN0b0@4AZ|IjfRdNlOaW$@#8Y=HTCHuun~`H>_mW;@}57 zHlJ;NwJxnP;x6&#X)(D8&b)vx?Ok;yTm4eMvwP+|Jgh3dE`m}%gWfD2?bfnCL{2hC z>c)iG&xmHJioS;gdq{MXNZ*LPpA-$Uw<|fyKf%rZY$>Fz%RH+pFE=>OM?mDgZ_g%_Y zswL-BM)EQ}=Dqn)ElTp_zNw6%gT4EbxR7dq+0T(3W$$BKbzbs@_DAroe6n5a-G&(R zr+AS%amjpCjl6Yu<8JT1$rhDGkL35NN~ZO+on);1J%XKk&>(ltQh}zWb!sj>lG&*_ z8B3V29yxMX=}jxxB_c~PwmeK6%5Jz#+Kz$T5J((D@8opsZLCrSG4&C0WS4gKdZi{@ zSznj)#5%A~j=8>cnM?0)taC>}dz$E%EV=9X%iAoF>&$Dcv47ETyEW`|;7Ohjm_y)S)%RZ&pwj(X)@cZP4PhEy@aq1Ixe_Y?O-aDUdk~?`O z-F_hPLG6UtD3)!zQd{eP|k)Fv%e=G*i6$>{T_ZD`a zM(($9rlNM`aCIR>PNP$@1f`ZoOnEDBec=2j_ z)q=)l*wWJcHyfoGn^oj{si1S5nc5dz{}jW&7fDhJQ&Yhw)k^a`HPz8mgYs9>-bM2+ zc%5A=bzs;-pTgch#+<#_A!kb4S`$wb_4m?X8x%_Vy^|D&LFGhjO6Jeu@H&~6A7k)= zqWcs~yq!$>bi54aL+G)Zt%gHx2pOK&yFYD@GIukGEHGnpYx;fU%BqxV8_CQ20hV;q z{w*!<;z8F!^cd~WVezx@@eT3~#qxa4n~WI^>7J|-NBG@>jbHX^YWt-UbWZkM<+bd_ zFYTS%=-xrgIe5E?A9jQ1%jC-^iIZv26C$}T+GTxz0*;^Zf(~rjLe#$yI;XH~cRkkg zl!=h&#(u-#RFy2b7Aefm|B~%?edocdv7Y7l^jy(p4K12MAWvg<&}jhtE2I1plJh%cGDq-`hu2BBsQ6I8IDmUNH3Xfsj z$@uYs9#7JtFEpx?_zft0K;}DWw96~mMW3BFWyx9AE93C%6sR=UHWhf@r$K5|rKZv~ zJZuM?>a$2KF?tQ8j%BYq>0cAd$t_ro&hPTwLE7bn|7CDk#)`LzN}qb=K{k7j=S>z{ zv!nlWau0{&>H2&J?@HogvJ{^zW+pq_O$Ab(MU9}r#7q(S!Jykm84Elw4J^WCtyhkS#5LR^k1rTje6oH@Dm zqu1xsv7hyzq4x^Yu7r1Iu}oo}vzH_d;j@ywO}w{*gjLL*3XOR_+C$t+{*(T+*<|)} zdBPREWTXE-FPJ;^6&Jgbc%76Nh*fI~FsLMMtR(Se<~o*5a@sbzAg4expIbihGuf3} zd!+|oTLQ7!#<>j^8{w3dcfFBPQzT5^h7p~}n~DNwk>*TTypJ)-pL(E?Q$KGKyZk}k z^49iq_+1^`uP^R2E?D8~VfH}C^kLf(R_vp^GuV|uG1!jgVLumm|8y45ow}xcF!h{1 z<#Pv$$WPHCwN!iKT53{XUa%@o#`p7GXH~(Txuh)qR#!!9UQGf#hfO+4pSTo85`YYFrXJ+2i~Fd0}%xqZ&I^SeS{M&g{$IFTRzkJOv+{Vj7{3aO3yy@k6M@cT2N+e^DE z;j#n@RkclR>c9k-q})KlS;lx8Vi)7^40vpT&IVUcQ+f9VtT6$qsb-nIqjfPL z8NnuE?<7|5Y8BgVRZlJPcd@1t1d}Vch~Gm+sXb7yi*4@Ys(g$s)ZUq(`yySw_24%aeF+?&6IjRa1CW}nM~zhPfBe>Jnp900Gx>Exw*M7z3XYGACK_%CX_5#&lGqG4uxmd!u0mcJ~D z+zF3lZoZU!*~^jVVc(l+iN4)%{AgOt)#gFpXNn!0q4prwRENo-;>H2iyk16c2%oa} z)E3T@^`GwDpIGQ!mdp9-lk~{0^LJ_T9&h@_nwQgcCE(CrB(33RGdis!*-1S5C9~Dw zcXhDvbR*|($nDrX1#249FDFWK3NR-&?}KkW=;eg*CFUwGmUbdva-0{Y;onfYNxxjR z-YbUh#_|v8xmWM{;>0iv-^T-+7wCU0Jd!!%8g@He%a8ou62CgJ`(nL!;qppWNEW## zNS)oIg=n5?T6@iQ1l{wrW-HC|w5hXk&lI6|!ZW92Q-dt`VeaBjI|}@?6wbAVS$Wu& za^;mA*V8cgVRLmg_itWFj;e*OA^Y>;p`<$qH><#XFk5^?vXl7y4jjCRjf%ngHQ4nf zb30yB-q<-WU7CzniE-o2c8b4;uv{3NyLm(DHWTU{NwAr1k^?3+M7xUoSzl7iw=fQN zW~CQ-%_rn<3YF{&y^s}Wu+P7&@R@aBD*P_=dkyY=r+u==ryg=~YjRiY`T*izxRTwa z{omfJ!e*P<;1>E#C)-&1w$S%JbH2pp6GVlJt);^unN=|RO_Jy99leI=^APP`fN5LU zjdERm0yGA)L|^PVNx#Fev_6adO}8DSo^Q1}6>qPHOtSRk^n6Luoe#$jY+2X;$LV=3 z-HWkFAsFs2;$Og8b@@#vx_`xcHqibTh!!(re~d09`sD6(R*!#;n4LC1L3=t4uNHIq zk?%OM>Nhr6fYn93ml~eA6MG-7W%VC{Q^#rjFJ0e+-IbV{nij{hK+b3W4^C^%pX;rO ztpALNbAZ=tX#E0CE-_+tzB<~gSJPn%T^{8v^+=c<_g{%Y3qC+h`tZ=u(Id?$IE z9~VDv^V%A(EEDlsVcM4>_8v0kX;}*xbTeL_7o3Kjm3ef|9sfe->}7jR&yH}O$llX= zT7TY~lRnx1bCCGD(EMMJdl$r?w(9)u-Rq56nrzvllKr}ac;W;sI+8}IE3%9}IURaG zmL`MpSQ^}E-f__X8-iuTntoQ)WItOzq*Gszb?ZbDp2QapP=$Ruk^kpmo0}QkHb5@{@*8zLW>HB!A=`h~t-# zI<=GE!HzAgo%{u-nr)!fAr-;m)j6qt1Dk9y!Z`2zh9!GMfS-(#yNSsTkQ{ZtkZ2y9 zXJce`I8@bhgVqmQ_b1@$pCmboy}q;F;{>q0iOK9J5!x<8`+-r>ZitT2*H|kDM8QVAgIV9g~Y^Pt)peh`>W9s zK`XQ1V>CO~T;Gd~Ut-#ySeI(rS6ZQ#lKC$Z9S5P`dHG?OK8*zTSgX%6!VK7KXYU6| zw2_91NYh|9kHwzDzW1>57@o1W;ClaNv)^u{!Xjt~G5uVU900*bNM8vXzh;?KL@X)Z z)?~jTaJU->i-}DaV)Gs-P4n{s5#tYbI0CQc^2OUo(~pN8$@j{!LOFIh)40ian*6sp zjd?U#*856L6qPcOloU+DG^yS5}xXR<8j z3710V7&5en#wsk|r*9F=%d@d5SlOAL$!k%>3i7R2bH^fe5RaqvVy~&Wq> zdkF$VNz>8mpYiSo#EhD(HVHqcV%Po<-9Yd9?6DN;?Y`)|nJ%-V(cNIp~Lj`K4G_PmH!Y{aQ!jF#+X zFBDwclk$)Dc_^pSE5E6a>PG#iZG|IDv2m3Yd?c@se`%O*D#*5iH{AS*O4qc z18P&)xu)pW0GCpEFx5QjK{(mO*23ynS0TgsLGG7bfH`Hz-GtRsY5qYROFqH@{(sgy z&p_lg5j6F@v%|RwUhdWNJU+7t2CcMByl+<4|Mky#OE9Q*AI>z z_5K16+xj~vGCE@QX1#J%l`Lk-;xwJ?i7-FI>MTE-xt93TyJdNHB0}u-f;p0#X*({w zY=lwdOikR&jlYOrzwauhkH3#+y;Jcxd93~s5o%uI z-#@&r9Lc(gw)L?326oR`;KdkHslZ3Rr*U^|T|(Xp`p?7KPUJifTX)khyD`5Z*?Huv zDt3G-PTY*!klJ>&do!E4^*Bf~498vpI9#FObpNVEn4)Elk%`@6$ zM!3m}_Bg4QiM`2TyUzdZ*s8zp8_2y9PJ3yQeE-QgF<%_WexCujRa~ovP<%r48%gpb z;gJ0x|D(%o^lpcB17MfT-1}I3CTr#ncmuO80U&W3C`9A0OJN5!<+ zba)-x-=RnLZoNc;eHc5_SXYR314wy{8A?Lu2p;<<%MXBH&ZahIg|TASa%`+^hVNN2 zcZQM?;9r<-g>ZW_`~}NAJKn-p9e7+aF17VeA6g`j?#FD@#B3c%bT1|sh3z+bb$5N2 znoR#+VPGBH2hwIRy~g5POCI|l^xFErg*h)5rIzvRSNY0r{dXHPI4;J;O6>PIO%I~+ z4-m}LrR>f>*I&c^eX7{_vFP+W^lGukP*GznyCy@)Kcp>0qVYyv#tJ7ueuAF&dNn68 zUxf6htnirEpX6Wbtry3^uc|rs!|M-dpLqVNajO~iXtIrBtH-oE!n}{-(J8E-%q$;c z`ZcVXe2zitZs^x1?{bn%W&8PXyqG*Y&HkEqt{~ANaLpO~Q;l?=E3y0aPlo2yY)CHM zRC>++fTN+1v&D~V{}#NyhTwT3&>WIvbx7rhR24agmp$#%PYL*^LRPB+G?O8Eg*bG! zNHGDXIkk{Ic5RK2=kOi<-_?qg96?!&cGC45ujl^#ax6_2udJx8&C!kq^J!jD#P0;T zpCIw4@!!S61mt3x24=T=X_F}t#lVBcpU)WwXcrhIlqA=ceo$<5nSL|h}X9na?5#l}8tc@VE`#sUxe zJ=`dJ%zPP-=z)dJt#;>Y|2QshC37NqcU)cTl{_cA(p*Q22H8>mHTIbCI}z7EH2N zHh1A(!Ic-G&nTS2<1Sb~FTzVbRn_+98f#XU-MkP^D`59><5H3bLyS>I&w6n0LYM3@J6NmaIv7gN zw{bOj^nb*db=HMR-dzRDWW4Hzf%75yy>{bCooI6>3nXLcX-2zOyHg6Z`d*x>%u=a+ zkZkO0*uMoF_T$qnS-(5`{b()e$1=$%+K2>y^1ogMt8Gr59LnO^-JC3tsiW7JPoxt1 z6!HIJ3|QisT>O95z4suPPpJ!JuKl{}{rPK zlPur!(hmw|y@W4h#aRULhS)Qf*2CcYindpahM&`8CUmAk^<0r|x%i%3oVP$?4eO3! zhu_Wl5?fEjui22zUbU06^Ls&bE)*Bx{2W(FxqsCg=P$tB zUug6(8=k_RN6~&ay|cUfA@biRW*$hIzeK%letyYY{-L;v@Uv;hM5!{AFluhuu!(6X~K8P5;bJ5OUChuK`O zO=86%)}hyoSWEQzl>L4oQ8E~9r9;j&o~*|$&^Vtw+xT^|hy7x$IollLtT69E^K|of zvabKdf*sf-XD2$s{$2k3zVFmexJDfPRo`=QxR((R!hr1aFK(v!W`EdUHyN>#xsGA^ z?1FrTERRE^I-VrU^Upje`$#W>#2-B6PMVFvo!;inGn;khTo04R{;CGMTpJ$Ae)qD= zFMNJKI{(UUiJ+ZGu#mmyiA*_7yb%&<`=}AFW~0X;_c~mf7etn$NVX5hda}!leD`r! z78faYVbM(@`3+`x6PM5DhskMD7pB9-vYaH(zOQ8HO7^s;^*WkGdipP`-enkgs&zH> zAnt}@KlnYb#kGEBMNjR~tI3{w4%z9L-QOqkxL0`ClUA<6w&}$VBZpzQ@7B}vM@?9cA za;VIv_XTGD48OW-yVBg*{cs=Ln~8ZZ!|69O{fq4t$#@$bzZ0pxHhvN7NUFu{@_$jx zyGXAG@iCt_wn1_$|M|sw^8k*uH}YoQktd{I@x?V}KMQXzWS`V~UdQHrdCU3G&B>sS zu*n|si$%CbqW>84G!|11V9k~OPaeYU;^XW5;UQeU!7Qy{a3uY^yLMUS(@8!dE;Di? zws_S{6QP{XIwQ$C+`Avc;X%A<3)2(e*beKT#M1+DB0C9@_W3V*|T~N9@p`+H2*kP|KuR~$4c=wty0+{&#(vRky9l(HE{*) zp1_{VeLqCyLoc{+QJr^8Xn5SCOE+2(po1=d@mS zU#$~ir)krX4hO*WMVOX1Z}yjLq+NC`KLDpLESIMMBiVDix&MY!3*)!o8>t30faflx zPbwq63A^mn++dyfl9wbe+=uMk271@CS85tA7I zt%g1EYT{V&XHtS8HHJ`aUt2tdh?)9@M{DwID)ko z!=MPclimFw-}wwRja2!hmYR0I(zuprkW7*P^36O&O%|75@$7$?bPdh2SMWS+%dU~e z&>dxz)L!1>-Bgjj(`+Nim+PV13%n+$6>`>i1RI=&=c@}O{KJUd_~6GZe=zw|`{i7g z$es2hY4V2Eb~9hxkKB#0>cEKo&UYV6JEvVhcUc8+Ye>+R%ZTyyt(F0 z*4NyJeF~@khGu2VNv6L#Fg^x$cj5QVY&cvTn+4<4Z~By<=Kj=j-{)Fsj-~xJzem7o zKKX`{{#q^mF>@O;H-P>WQM0~?_LA@4aJZ)E*V$N=@c(2nc?_(_vEQS7=Uc7LrE%`$ zy@F@Ow7rBJr?Eix+K#4IMb_URtA8}=NB;T`2eX6wnS$885&k*PmHmhRx}MEb+pF2J zDB13zaUJX)pm)=Pm3ufI)YAVl?GvxgfKGObHK)fr{BRXU{SL>zkV*Z9qHsE%cU~d} zCPQ56t>(1RB2nWTh|Lm3k8%Z3js6$0)*O8Lj$b{1CmY0^<5+sUpH~QNA;73HHnxz~`~JEG$cyH8}#C;dM?^ z>?dCA;~}+-_nUdgLo=1=x0~|^W4wd&`!G763!k@sB*)`E{VLEeI~1;D)BW*ymf2F_ zvlr{E#Ea6T%x;&gGuey2O*~Dd=rK?_9|A2g=~Yqf6_KhRl%CS(QFC>N^a&7cg^xw) z{-Tg ziNB-6C_QJIVUoDeP_*2NmH8yOg~rox;0JOYLW3ftAHc(M$|2PicNshTc$$k!PaEkj zl7E8veMFTT;r9*u52IBFab=42B-f$uv)iS-JL^jsQnhA_Gx_J`M*j~#HtBht8IFZw zb^shgr|B?Bp1C8$nuB@oUwph8iJ#(ePvcQv*nK0~d?h~A#-UGnc}s0Cr)O=JNVb@} zV3sp(6-2HQFne9^RF^-89@8P#ojem*YB`OYvsuoSbP&rfGJ0xvU!d1WoGFJ58w##X z78v_LHa?2y<*w+bJYj<|YeR65c#v9Fmy+pBV`pF9`#3bmnqS(8-Nnc^>G7HM-~s#@ z@7-Ma{r~6EQd%b$`^&s>murSY*n9#^CTl&>waRC-_!?fR7_|#eZiGs8a#zRL4{19M zJ9AI1HGh1CjW6D*;N%lp-zv_m<&UQsH=hzdgw1OtOI+V!g!e?w-DG_NlcpOd`Iw7!0CJjOy;v0qQ_DZt+dgSxxP8{M(Xtl1a7yk-vHTr@hI`&8uHJ8K%T3gg}?QA z!l`=ZoX2L`E@rd)dHhl4I*q;Z4DTaMn@zsdQ#_jO4%Gg5_%+AXKjEB=qi33F1;onp zi_6$^5$Ok*`6J$v`$frapK9l+Pq9~@Gg)XN1ai(Ml@iYul~Q#p8AYEl&S5yUM8Cs* z<<9e`B$>qfb{nBK#%K3i7uFvIt9E1^37O+Cq6^=dPohBu*P~-y;m?KKW#s&scH7xx z3!CSjV{L0wbt_RPmOP6tXJOMU?Mm_EoWU+f%AG8;4IA%+-_^95<7=y)r(w-sShKw# z0=I-^vM2ViPPO10H6eAe2=ap1QQtdP7%vH z2n~}9IiG&oz-6HSR*5nV`NlxH*3kY4w)&k6TMBv(a)&C_JzpSCS3ZkC3fpraJ}0XDpl|)pDL~<^{ISk zCJVJJxbFGISXZ#aQds{?@^_5&DKEU6)h=eKD~!__=O6LvspLBmgL=a6Io8;2jDPgY zZi@CW_=P5iiemqnWuVm}RY9^>po)mpgJ#*caTecSi8m#!aj7j`1!v1ap&Is=@oImu ztRZjBN#^Z-cQa#RZL)_Z<7l4G&h@hr?>W*u6=8t1TOSZKy#%5XG3VJXi!gtDT`6Lej3G_CWzTD<6(FG zUV?Kf>%{;5HAXpW)64Wso~|cgT*`dk>p9fxO=0&byC+lrkL3-XUitnpEXMdstx!3oOEnlU;%(ol?^Hn)8A7hq@A;kVxhGnSq|L}t z&q|k_%5(X8@>@=%$I0SkC2YPJ4tHZ$Eo^Uhh^A*lpJRFz{vkewD;|+S3HT zE`jWgc$ECYKk4->p4T9C&PBW}j`Z@qj_s>J;ShFAHjYyuUqnR9wSEIJ>=vIUs+eIG zuRq0=|HJz4F#c5}{)1QEgq<6pd_PW{R}jDA;~$y(ek;Ow+WhVPT6or4q?-Y`F4mY_ zHRt5fbXL8H+}Z6o9#$jGmTXg(ivqca6ox+s?}vEA;bMGF@_b^P9x%S$dj7d_KGJt7 z`($Ur%~MGr6wa(f3WB}@Jq})YG-RU(2oQypl^>rT{pCQ-zJT+%n7m6>J z<9S8x?&5bJiD#8b-Aqh4lZ?6BvzBB-je3F@*^Sh_tZS|P-H)~{SU;6D@-*yC){Z7Q zE1$eGM_Xfa?`|IZ?}T$XQhtrOw;TCgHfX|L-($yUtUL^&=VHZC?3nr*pO}9u&A*{- z_6B~h#R3@2;D5V$))@1&z`8ZwFJY$PQ12)njG|TQ`E9|sA9>Yy^S7Z_175oWCsO<2 zYfN5ArkeOW$sD)(??W0s1c5=?S2fxIJexrOX8un-qLrjeed!}1^gS-^v%(!DQVllm zkMKX$9F=Gu&*_H$i)oO1aLdSg5!;l}>k(re=I3wFd&N~v19A8Ot8_BhRm9oU^6ASu z`9$|ATm8U)PBY{CT3uxH+}AJc`voYhC;v*?juv^E;BR{^a-zBf?hZEhw`R@`g#BQ9 zwb#C&(b?oLM&6ll9w2sfB4r!8Cfnf~(5-CV2YFC-Qgtv|;?AFJ)d7RrSaEJJYVO|U zG)q?f+#y&&wqdkuMxyLgKiGID(D^idPAFIb2EgVR{+!bb*_~aLKmJa#bM-j~GOe(n z9WU)bgRBET8KX9KHibnmKd0c?!R$Q>pYxgWJAAkmH;y+>vhVI;jStxap8Ni(oR_l*=ZTnC!C@V5T?*G^4fx6{ zseQSUydCJBDp(aUeLRNmq2UdFr=~_TuNL8VPl>M&TX|aG*;B6jt~XmR_F^#bj4_xnoT(cAmqGuj&eFD`ZjkO5N znu*Hy({L)(n}`<^M5Nr|Z%>otpd6*eDP(+#2VKB6sUX)F{&(S1_Wt~Vd&#|Xs{cQx zO>45Wf?$2tK9Wo$_*zavU1_!t_)~J!<}=@QWXf)i>=hn`RXN9!sF(BdsbO>&?ly$u z8zT7Mq#DHPU-0MW^-0~1^6dA5Yt5fo^ofG?BKL*PfNE1c?zEB&$BF7>K8W2$SSPO_ z+vOOZoUWhwJ6RFVfzmo0SVq??>2ePLSx@Ud#x4x;2IlUoZv(oe`r}kmb~ECU;!+o@ z`CM#%!>HMnnmc|qN%jDK?DXDMSYN?x<@`L3EE{@&j~cVtAQHVxqiZ3TYQMATm-~8yp!ctq$piW`4RY4{8t=9w z-TknCnB`g+Yb{@I$=b#BzKr+30{0zkn0grfMa~z!o{ZLc_Ou0S+QIe`5*2~kmwNQV zwzKss3)|fH&K|9v@M>V}DL~=~AUW^n2hp}Yt<0fC?1ooaP z-krlHwfs)Kh+*(O2r6}r{SwQ3g9TNfe2D&Y&78f_i3s2ErhMK?M*5tL?X5>=sI1kl zln8aC|5Gb!38wC0$yH{0haTApKgG4}ZLsVEkyF^Xzwx&5$v3g8KdUq|%0aaKg!ZSy z?lSt#&?l9cmS{hd&u6djBs{O;isA{pNtJ*du*h{*o)b2P;sULv7^ew4U1lwN7nYr^ z0t0aKGI6Ic{vTu9M{q5*xKe?)By?KAwkIpTfh#9r!Dv@0x9k53Dc`0=R`0=D591M+ zSZfAB=QMMt*4{9yaR=H}7Y$Csydedew}fB``sQR{&PcS!ztjP^3c8<=sSw+op=Bz^ z=B~pwzWjseb%@sv5mj>CRgeA~t;*$SFdv5&K;g!Mbz%a0K1`EWV08fbPNLarS}hY{ z|Dj{*i`Lh&q=+B>U5+Pz`#aUXwzEMe@&9Y<$W7$CmwfNSEEx?Z(IC0$>apf5Ql5qZ z$!>l&3sp2`8-B7+t2cRfR^#(Tq&ARU&RY&K>r(wD z(mkIPdzd2?(4HmlQE~eh%i|!vR@B=pR`;gG(-_qqM^ZEFYs@;E?`$&8OFX_gt7b*5i0L`? zlA7A*_}zU6+yCUR>scf_Y+D#5`NV&)hOPEBxPXr?2#OR$;SCjBfqmA=>fOfBGy%ZPr@YbB1eaK&L(K6@fE+y;X z?8#pj7hLy$r_VO8 zRf0rSt4CgrJ*0L*Z7U6SS#Ne&*{)&p(e#`t;yg^R zT+2;lk0WWm!u#u3bUoJnNrF^)DM`PbVs0ukRmHAk^()M_^$X%i&Jv{x>nfI+h(8<5 z(wvum%~uZ*AMU`YiX`3w>tre%h5;`_a)>@F_(ylldXcT3@Y*Ue=kDWFR=JOyxgVE2 zHK&NTy;!xpS&Lyx^etsAyIS9!^tiyQpSW&ljagrcB#-%Cs!z_UZWd{3==qCQ??C<` zR!f%L+Rt`W{pj5pikpo+gw)6Co$Hc(Vp-$w)8SCYe^cpDj0U;y zo2Sle^`33s4~<=jJRQZPKa82D70odwmD?+teHuIE3G5H-G6K?7={CkS%GnT{YWB*k zmI{3*^R1@V+1_~iv~{Bx8Fz?48?@{StN&b6Ov2>n_{k5vs0)91L!8WK)MN>G4l2)M zOBcA07x!x5Vlo}%&S&mgPNh{n)}F;;`_c1s7M%mvyJ;{F^Il=UOp_w%xB~tLH`C=P>YP+Tz{0n`?|F1C!VDC^E1}C4I~?=#{;Ch1Gf*+eow*G z-x<6hS+t(j?=rR;WX(PmPV>c?P3$lV7Y?Q0$?TdFG})#5msx)k6aHX@POQa)*msY0Cm0OcU?6HR~Q4?D;@inar3R}DK~ zvfA`B_r>fv1|I8JvpmU1_`fpSTt=I_3*ya@w3&x>sdJwD&1chcZ$Tu^*~NTnD@L~? zaegvZ)bdHC1D0$z+jhvWg4P#gnFg17R*d_#{htv_@TcVWeN5DuMW5QN`wnb(f>Bx*{5j-L=d&hCjRxlRO*Fx%aXD|B)4c;{|WIHq4pckKuJF|4i+) zoVzP8im$=`@64NQ{7vDN^JxQ(aJe{h6Q8`^NJVj_0~wPsaw}B2@SrUi{v-4gsY~#Z z_H_DLuew?$f5DZ!sW?1)yXGrH?uRh22`TEa&VIBTgCmn!;yxob!mKAD(1fMxVda_T zdxUj^aeR0l9mimPQNNR;Ep=0q5A8;O)ztGx8vO~!GvJbY;BR72?pnV{;}JOhv@vtV zy9q0E(l>RJbN;-wpPxf4cdib{zh=JbktokFZ*#rVl0MnDa1#07z_ThmI=hdn(7lIP zdQd?;NoBuXr1${hqpUWmhC0gM&B$Gk4X2X&PP8FaUOo0L#ofQun(Nu z>U){Uv6FWt-)bW>tmWfnMdVa*x*3wmVwQ|_+0C6#$jKD@p!c#vYY$(1g|B3P$r|h2 zMlpF2ADzLfYw&R##ESUqR8gzEIDNmKsUkAmf4Lev*3XwnbukI9VYjX1-l_k1-kQ%T zPqS7FYsyJ*J{rpp#;cqvt6re(F!SFH$p)}KOB{L^C-<_#Z?t-p6-JQY2wr;v{?(;J z@+p^r$tha=#uOCtY*__aw=ZVA?<5chcU)_lD`~?k24|BLcGiA zwa3VLv{@JUuN(yKC-t?WTvB(}0X^vF{oPJcvhY&EL?>zp`4YBkgA8|Ew}&aNtpYy{g6S zqV;eizremX7Fcv4{XWLv?5H{&F8QR8y}pN&ZZtMs}Ijy6M4eOJMF1gY{lqB|Lvc{kNQ?}O(Wxa2%SDhlUnGzla1=(cA914ri*yjhRWY6Aw z9(oHKv@!dy=2_tNv)T1fXeRIcNPd(vJ9p#D2VUzY1{{ll$?i9USLBZNNTZ&MS8Hh4 zflr-j?wq}Aj;*WMLDGQc_+`ix>HG zA=oB^YFU2W5IgVmiJ`s-u!t>(kSsg(XR}H2peLKvMjpD5WXWp$8>ViddvaH76|u)^ zc`%Ji({&>bB=g19X8D*jd&&Qo?-RBCgCy;sp3kZG`?|zBFkJ7yc-Ai%P?H~C1h=8^ zSj4U$<9g0GKY(@Fsd*%g7O+NdF?x;}Q;&H(X`h6_dH8WT9ZSOZHf`$S$@Ogc56uqJ z?;Tq9B>5GzsANTYkpDbmoLUgb9r{#eO;x;pI5Gj2=U_}lKD2`ruX*)uGyY?S(a@Nz zcO8AoVqoqNzedVxX1svbJ9tzjJgi8T2sC8qpO#K=CbWa)o}cT^HB24ZhAa6LrlF|GxFh0Als+$tKMsPDsO zU5cfjl6D)6ZieA#7P*d(Cs$8ue;ovw;?OS66SF%xyIBVmT(7of$G!Yj>HqIuw1i+A-xc{{cJ>d4(^(kzAMH-2 z%}lx{d&$u>uSTPNxb~be!tD&s52k-)&*$8c5Gl_-H+my; zS+DOqJZLp!Z!&iSTCBAyzh<=n9IS89ev3eC>H|x9H{QuA4oKVd3{q>moJpXteGoJQd1r{xBt$5ZP#r4WM zb0D0O^K1|VvZFBB0F!I~UQ#y}BWjrID!%>*dzRAkC^NN%QE~w#3+f1SrwVW?Jar=V zRNVQGC+r|+GV0#K{(a&693;B!)PgdL8NOV5i=DvD!pQ%3fN0q=BFl6 zJHB^6cAluuYO+5EvG;k@`Tm*(vH#eAicwy`q%u5g7q(o(rp>Xnn!e4kJ$3PJapk#* zFWv;b1(3*Hu$-P;!-L0ZccYfMci4d}`$+IN?Oqg*ruo^`{8xDGcs`%8{?g_a9{W3e z2J?dcVp}cVSe$Hajh3s`2eeKdo-53GKGszA%6MEUE|TSQ)x{ayn}z#;Rz*3o;^-4vs_L9 zZpG;dVs{VL$hq)GU3-i%O7fa-#g^1f%l-c3E^bGP1u(x0zj|PBqT)ehn8i9d^^{!K zlb~PL>Y>L_KnfjeejGM|LPvH1eef}1MlJUPM zPi@O?IYAu%-pziIb2JRAn<<}}7WtDG1{}t~LsJFq!e9oFf>s9bN zf&Ww{;Q-&MMlcuJmAwAAc`J!Fcd|xXRvAXqYv6pKtC3=~Z^6=QNiY!?XS+sfC7N6( z$~?v@myqI2k|)c=E84$`am{%8!4T@@mAaVQk+*Fl!(AfK69pccPkeRAd!N^HDsdV- z>e0Nkch^}z!}ykPJV2Xd!$^JVoCbN)hzDt380S)RX9gLP75x=*J*t0OcFS4u)39lv z*mJz^Tz4N%mj_6ZsBo^RcQFLt6dML%%6nG*v)TH0EXl5~eJu42JN3rD@_g}K96JE& z4b7E0zF&x&o5kwEn6V2_SM!CzWE=+PeA0Urmxl8ET;Y`FE4dP0s(leLpal#sGEO)< znos1^-Z;IFVCn45ScnB>A(7QD6&EH#`gZGDDt&JkNg9jE50NMLpmrHGD`W1!9*=pe zw0@pOQ(%0hE4SN7@)Xaynv7Sm>OeX@VP)uLykY(>M*qUr{_-@QN513eUYYFpLtceRDG2}1ypQTv#Pz}%+Ww5cJ^Z~}n?Uo;iA$ zGrOrTG3r$qm;2SXV?YbqB;VKr1*5-0#=+1`ro9uy#ZpG^!=snu?q62@MXq^Pz;h$~ zCP8u$mLv=BX1YHMkPjou&PyeFEz0|cxEy(7{aw$=CFAHun zcb=B)@$+TzWs%7HBt)O5P3mXV$FXE6I3JUXvt2n1&gbA>(D{t?6|wRqcIpI^oJDQS zXI9X!CoK{^hKWI`SNRujy_ZD$3gY$IWb9+6CM3;X@Q<-?llEibJJg7cF|R7wbB3%A zT}B#njyB!d;BTDWC(@lr``4k7^Tng+pDLQELYV!*C86^?sh3zeI%8=CtHF)9mHbvW zdnbFdk{z!Uv{F0hGhAuKTh^F$6b2k^?1_-s##ZC4%xy*JJgvEyXMF+LMAAw0dY@;F z=jDs_`IA0l#GnD#e3@ud*GRh|^f2x3a$S^qur1hpgW1cIaXL>+j@T}KzD3Hj%-LJ- zsn*3jg($g7-irG#`mSh{lSHi(pf|?|W1xQ> z4NnzmuG6*~TpqyT|MZ$-{6W@*U$o5$wc2FaOsYqWa3Zw-6q&c0Yc*+4r+INREN8LF z^sb0~gK6^|M(51zStLCMr;4%7^IF{x<(%H#Nc-I1s&4+0tXcv;$HC(nsD8x<&()@g zcb4$gtvo6xFmGq&<~Z~P-&$_g_Tu4G7Ta#@ukhp_;vK6==B%Z&G2c9A1A<&-o<(UBo;X%H7G*icX7pTr#zvh|Mq1DJMC`ivg>k za~0ikjy<0P-)H^gEC~XINPemR+mbF!>2JK`_FrzjPGtWT_SsK#r15`%##zRHmgE!p z_7F23Zk27~>ilUvi)o$Jc_~Db!Q}tXu>Z@SdKvjz*IQ>{%YUL|b+$|u%_^)@-J1WQ zDAJGLOfc(4zpG+o1zz%mQU5gB<5+PpU2ezl)$sX|-<(XV+N^gKS#sw)e_zj2-iCJa zV|K)q?DicFw|?Tt8EpI=`ED`mF0Jpu)9z+C6waw$pOefv2X!tBehjO(*f=%3K4Qt# zq@8QjYQ`SK{?}vCne_SsR(E4S4IbM|`%^@?_Ev_et~#z`=T-&$Z_m2tS<6xzd_-%-M+{y#Gi)`;wy#iBqFy9807o_!@uhb9J-OeA%zQ zj<(sY{xls%TG?9}VWjvmfUNi7be<6}gy=wX{tv%?huy{kPWLe4SLS%k>d=GE--=W zGI_gtTF1Wkes=2&r)eeaJF>_*>~OR`Wwky8lIwikM}yAfdd>PhfW(cAaSZ?H!9V7b z?`FMDfy~?5CkK2oLN?&LsaCYZy@k1C`VlXi@{x1drIjLO@hjcZ_UWYAX zX!j<&EW_>Ow^(D9{7KAy(K~q(coJKU(`40U0ip>j)XW46*wP_Fh ziqh-~ueCSQ<<_1{`TE_kz74CsHP+)K%}JMwXqvs^-;v}XF|QE~3;RFkL3hLXFc!E2 zdsByEEKleI<0=@rkpDdZoB6zdBiXm%=PvRLHG8Tf6(RHCEHlE49cl2h(G%5@13LGe zzs2zttTKl$PVhB`*WN_8Y2sg3*i{nkzTju4`0G|PG~tOk|60rZ*|*q=*W8S|jl{y9 z`p<*nZG1UZUy`LRPhIAcxhO53^GY>y?{@af^AQL*grV(6ko}6?lZ~tlX$uaZ;!&D=0+U>%N=~YG+%$xD7hCs zmu$n#_aGG3^MjeZ@(dRK*5|H^aD4^8|DJB=!S4?&&$-x~)_p`Yu8IeJF|aUv|AAWW zsqZt^2_)?(&di~Cc@`Q&w+&=j@AXo&nqj2gteWRZcNR!Exd8Kju;VMN>I#wEasG_2 z9BvhE1E;>&+*bS4c)O0bUqg#XtOTycCwbEOE1yq>Q4vv)^~d35X@0B($#*ee2x*~hkYHv1s`J?1rq z=2FqKP8|K9w|d6AyTs)i{P>_zH@mw0i+`y_{D-(*&wm*i{@|;3;6D(fQ-5_o*8EJn z8*w|;J|5OGYc#jYaj7DE6b$N;k?*r#!6p?uzJPpj`c&q$^GRwor|L#~{%TEwwJ^EV`FCmmzARb7|M#GIi8EhkW5$k2 z+7-o~Te1Bf){JH4YLSzf-z!9aP3ZNbVfMB@7S{8jQi0B$aCis%vZApfjefzc9gs;4 zpQ(^;1Cipg%GEraN+`{=-tDI~doru&ZzwI%z8uDk;r#(}S1)2yYsS!ArF&y{S-49AX+jAi9c7?fpQ zcE)>MR?0Q%R+eV%zz=kL+TVwq)r!rTGkOk*&B?0|#nO<@Dz};XTgO+|(WZlu>!*V2 zocUtoH4(E~MqC2N)Qesq({-ZNX{_7l*l4=ni64ive>y!=4WctinS1azRt+KTUG}aw zHXeXW=kxe{wl8GMJ8U?S-DhD@YMrK5%p=e_Uv!>iygF7!uSomPMB^o}Nd51bY%9)# zhw{ZJUjA0UN5})2OOCC+y^iI(tr4#-O47B(2&FmeAk2S*OBrW?ViH! zb}TqTtQ;pQ=aZM&PuZXA92v9)o-UIwr_iyv-@j=5g%RU7pFIJYUM$O##3%K62u-#^ zVw5YC_E62;&5_u9A2#Pn+<0EN4{wj6XKJrkaqd_e{-oDgUR9yb)1+i=da6gJg4Y#% zRYRUW6G{yWvQ=j->(KvRzekaf>d8y6@f6w*z>^PfBkS)Ug<(JW;7IXVQOn_S)!*3&8O-QklC;`n+fq?+>QvQ87) z{i)BVcsdQXMu3RfsmB9*&*Q_9XNDde+Mha{Hsy6LN%}y56F!(h# ze95LG$<6GytfL!@&wtUiA|BPj+3#s}F3zU%+d=xin%Bocrv{8tr7U$Ue}hIl4A~`? z-qYqsJ)F#*>`u`J?@G}BQ7ml5%XhQlPG^2Zm(Tb(t60a$R+rK5V*Z`all$}ARF;Gx zM~KqYu=qpoGikcN2wuf|YyG75(QmwX0sV4am^&w_l>MxHo0?*mVEA*ie^hkz6^VUt z@4A8!D)s3yV`mH5SNJs7gQ=laT!vYxRaS3hg<57UW)<_*UNyz!^KkPAIkpy-WDZMZ zC>|rX-J$0xj%F2257?fHzh%5{4To`TJrO>+LVLdeMN_=!E+_PqIv`jXd<`s>xclq{``XmR?@_r*%?ra}H zZX^0vaAc`SnM=-*a^8MCyB+rrH@am%pwe`njcdzTv5599^!N>*d&wY`4aIJ%7#qhrgF4w^93-$f8(e*)IcvY6}3XO7nm^JLH zoxPUrr#jZvC{#=2WuD1t#@sO&o@YFrXnU!wu#1&z;dZn<^f901?$d>kIv9g$LH#3~ zy@4l3k~LS}+N_slTHYY~N|W;opZ0{)CK7VD^(WZYz`ybGcAm=R3F{=j&bsD_{5#1= z{FrOgR53V8v>wLh#qi1Opv(ZR$EHVlJWsWI)8JWbNuB6Z*p}y-+3jv67KFQNL}6Vm zhq5X=6{S+lXEeAReyMAH0?89(yzGmyKiw7@TSu{F9Ld>jx3I{2!?}g9dy<@RHXN>z zA3o&SaNt(VpR9dfIkXT4&nNXsJwHMF+&exFFW#WjdVDyEJ_}`ucWBfTv$HqFOFVnB zV~yxH5gOw~W~vd)kq@5b!$MfKm5zV$%rf!WmV`~b{|=Vaqg__5Z4&22`0O9H{b)2z zHP`GL-4-_4DUe*H=qiHqb$K?`nX=>i0gf)^qw;#nKIL7-VfMYqeA`sq&o#{x z{Fj;DSwYmsD9E-ccr_MF+R>tz^RkCTa`eOQ zaxE08XN%GE$$AUckIT!;V7=bBJ)C#5!X$Tpzk=sAB4{P<{{i>a@Ir_hj_rp* zt0t>IgZ-oYpXWGLFe7yVQct5}f#0g*#3n7elemxG*$;C-!6?6y>@W40nk1QpTpc#q zMR>MIoPwD{NNXf-<_TEtH)kc&wdBWJXOolXzJ2)k2*1;O-r7i+tNx-i+GJc9BZu~& zXMGaSkRR@ZV+oQA!??FIZ`W=$UhX7k7KCbukuOD1BK<~ZHPI^bFqh)<1xCSC*RBo6 zPT1aF7RgiR8T#6fC#s42myB@B9nW=bMNymGN=8HYP?;&;2_9kP13pP*-rRlMqD6O7 zD)Vz@IG)1Zw?z11&ds4|_^fRjfaMp+%vbPl_NcysrddqK$)2gfXPx+;3L^+-Gy0s6)(-j`YJg7h#b|(@jC1( z2k)8qz8h;&U$_GV4&k9Dj%Mz|OY}+|x;Kpkvwf2KLthxflIK?FtGQ?j+i&F0lI+Y3 zu{=NAj@9{AoN6tpyweLiI>^-PonMi>s*o5;a#=i2KJP~Jvb4KP#(m$FT~_pLhxZA5 zdx+8D%7VPpTl-^OkEhQ5WHB+G?Oov4j()e3lo^Vx;Pw$oso}mC6LP=mBE8p?ZH|*m zHtV|<<{ZHG75M$L=*)b$53#+eZ1B9^+v)8B_GSc5jnqHH;U2M@Jtpq($vnC8N#3tO zuk2%SJ*g8Mzgx^t;R8}+`x!Nka9@4M4!v*?{^%y>y2OeKsbMbb2E_(oRCJcDof_D)z` zB9mrcm52On5D(}2`A^wo`B*)c5Q&e21k~Xo2Tdh$hN1z;2>J|^VxK*v-eybzOLz<<#7HPt_$V-CiH3` zTjtqeeZ4PWX|n1Eu6t_pL@yDNnnSOOxvp54^(GlR-^BbM9BuFQg^rhDYt}z(6?@A` zIRrM@!DT3(U8Loc}H|4yLh$kGs%4h6*PCVwR_5$roVcmK1NXPKW znXDU#hhOkhW^}$vawlwVhIy;y!PB(_eSb zfwem@E!Wi7xTrbXhZK#(K>Dht1l}NA4&QzG&-zRf1rI6kaluf$n zb&PfgVbXi_NX^SPp>rxrUo;vN^S&a6?v~HG>vu84D)HwyoXvNNr|B9NCRY!J#cq<$ z=C^8mb}zlNe)$U$ABWvoDDH;JYhGvlLu+Hi(a;)$3z-d>yE21F{T#M4A(mBGndzO1 zAII~?X8mN%N-b>{v1hX^(}g~n`;~au$he zXfp*TuZ45?KY^Bov17ab>p^RbtC>9Wc!v*XLv5X-S+9DBzbDE;cVprTmd;^mYM1@R z`dhL08j`=j%Z*s}6+BZ5=zfg(S)@GT+0RO)3tP@2U?Mq!jQ{hbR6IH#i%mSJRg(Z5))_O!po#S zi-!$pxByBo^6y8+v()%3=g7l&yN_Lm(keA$Zs+^VS$jx)Ur5e+BgHh{%lFMHEX+OD zRQ+D)+IJm>X9aO1ecS+pgMFSm>KpX7okdyQaXemq?^r{uPlbss#FTLVG4D*%M+5zO|>-1gvZa;g99S>?3m#8>iFvX~@*qYbrs_ z#_yjnf0X##2Cuc)e3HNO==zilnRU$1z+$G{RKn*QU^|&-zJlRHcyx{oo9_%S_$*Zp zzB78H*5;{VA^RRYDZ(Cg>}~&7V_XOLm&Bq^G38yONGd*LAHd7xjRUcB8~tZsV`@6| z*4MS{o6fd}SkzhE%q{S3<~?p>bLOGtnc*V+jdji$V(xu%GgEvAE&pO)X8JY4x;JTj zh*+vcv!!$>1)CcoI}kFh_%8dF*QZA_J(cqAHhH@*6k1|hQ~7Ni?;p?J+r-a-e(%(3 zhn`-AWN)5cr~g3(_ZkxsxsGdpzZD{a^ zGqSIG#<*L2o_Yy+_In%bQnU3b*)Db1@6ltfjMihqJFuxLCe9&kJ|4cQzZKf2wp@1d z83pNM^q6_Z7t#MX{b$FYlWEeN?&a|DdoqfMgJiw_V&P~+II? zGmNr(<&paD?OOO9GV`o#5@y^f%3g5hCZ0<5%{zFdGTnPX^<>yol|>)mi|pK$%2`?c z+lij<70AmjWQF+kCB5~eQw8ltK>s0J+sAV&otu3+bH{(IG5iLfw&MRcaJ~huuahBW zh}6uWujP!}`F}mMrih|f#l)t9%%6FE%doD4e0>;Ozvbah;;kF3`(Q<1zPQ8H{b>57 zX5}RLb(_qzP%e8*i}SVpS0wCW?Pxte&4$gi$&7&m^fq7K`5b%a@#o`^%>H=U`TJWV z#xl8N6|eqj+-NG(%@CQ5;ZcUwRb{vOJaeMYb7hn7hg-4dQ(SxqPZwfscFG-rBh?DV zi&x3Y_nhk?I2l%1#rY1Du42{O@cx*8&lX8%;7#_SUOz@jOI<*l=+@VL+mylULcYh83l^zExVGe)%pR}y$;2}u9kMvFnhLd z(;`nTet_f@+FVQiU{*g3tK8%4$%jwkZYo>s@Bb96EXps}LFEp89`1||vf&1Lrt(cs zX!qmK>z$po8TATA%DLDzk-xvu<5oO;-}#e`OeOUH8kUyD^RH=GSB}V4;LBRgq+{0a zT_;X{mK7Sy%&Gg6xj$FZc_dBO$TZz$k+Y$_&XMeyev$WkdHg?I&2y7O3SvIh6Tg)7}rI%Tuu5E01i!(k?6>$1`2{bqFqJUFPpNI2G@@@%P>A z@8XOO;-L!GY|+CU_zn`GRp2+8C0oUChk}^?gzp*`VBFaM)iApoR;}riJ#Gi`es=a8 zBRkwpuiRItfl*h$|6SSaPB=d&I_hA28(u#UmJ9eW6=fPb-ih6{;M9gU2eR)?S1Y;y zoE_#G;z;V4oeA?RS=|rg_t35yK5mr>A7XJ6_Pxx`cCaYV!rEB55DQAvaJp|7`G$6* zWBX`cjVCYF`)K^>1Bvg9mi=g)y_ZX{w+wtzt#qZ|JLtO_X1S7IgtLSA=37#)!p`h4 z`xo0bvADiy-ytu~6on;3eX7xA?bI>Y_9aWE;LYu{&lAimSoo}%*~?d_(&AvK%xA?; z(U}>=nQ?NsR^zZ`8h>;V|0m#DIVfe_`wpyn9t*OEHaLG-B-*qfo9N-hYXR$mr zwle$VI_J%n#c~~Sq1a0$*uQ8n6T)3F_YYou1k;B59Sx<$FwTzhxv$+GC$D8y_Bp5w ziT)6n$~%|I?o0hmHaP(@y=bo_EAIx zPBwD<Np1IzoI@)h+I^B^%a?%Sh{fb8x zz^oka=Gy-tk^iHpIUGLULNwWFkaxMN`viK!Fya>W6vvQ4Y_5v+xtElurWBF zpzI;>80}kNMpa%Z?961r9q{-E3p?TRCopd*ese#!9euZAP3jWgD7GHLuv9Wxsa0jV z--qp46PJ~68`x1Bn)4vnj^3Fk&>xo@!eJDS?x&ZkP#A~7SFrbYS!gKSvVT|uV?sSK z`7V50lRE*IAA-Vc-hoOLLcKF(mWqe$4J!kZtaS&IEp&@7zy#|75tn zLFddkenl*0-_$dFx<{`!L+cp+y9Q4m5d-(LCs=K#*$^=tYtJL$WY+Bm?=?ok^BtKj z4zinCz76y-M$aUBF-}#5{0kx~m25xdi&NNjs5l&jzx$vv1`|ulAVc809fCiz=~o%B z6U}p9{7DFBuIo!M&s>E!WTlr1JlDf`RZ=8=ho95shIR7C1CUBJ$ZPdefuCl>>`4)k zJ>c_{;w?O%=Zp@%UFJUaR@}|EjI1>;#|L8|aT8hJu`BCvYGLkK+P+R=<_paPWoHRo0pP&AWK)ssY~&vlZe0A{~bo#@A3R@*v{tBwt8I2`plEu0;8{R z@G_dzW6ftq>#wl6D(%04$7`_5tmaAHo$rj}_~a7I{!uhuj8{eEm&^fph1^tm59jwl zG}k#h#lTIxkqYxHl3L(Zy!VasrsDQp`2W6alby%^#m(3F z;v-1rTIp@$)R8e8oN+Bzj#*naisgm9+aYUT;CSYerT%p z51+EX4wgP)l*)X%8$`^#TDFGXCK_a4o_)TTk0vj7i+5w>iQ4}Qv+Pim3M`*tZ)y1> z>-hdBj{D+hdk8(Hm$PN-$&MdOyFp&;A{Q}OyE?Q7B~ zRq1boe=`irefpPp<3tQ;!T!PU{11X9WTezr{SyYM!mEfRQKZb-)Z!_9*^OZecEIf&JAKTYZfozp{jJcN$Z(>c?ecj zqE+f)+{hxzfsjk#a#ywdSHi1H(tL0fo#ex<^#aAJcv-|Nrx;0{JDzO%YQ0hR= zfOTKF>=QOG5WP!yb)a7JJna+Na5SE+Kjq%(e{c|SJ&g4bKIBlnh4tN#Ja%JbOqB6=A{q~hjD zqHur+8zZ+Iq4!_;KKs!x#fSa%*%o(;!efEndpc(!FBXDkJv>=$+^9v5<`|Xx&3|i^ zdw7}8xfL_M(=y-P`@^DwcsmQ<_qhI>Cg!rcUG}NYjG&2_+t4R(l6|p=|AZBJ4w|{6 z*(3gYXf~DGZ--|?Esk|1lwHVI;pkHOzRijXB6BVu7J}J{eu~q)7LI1`$n3{ag#5%? zeR|~^WA^jSJ^idOZQylQYb?Qqn`!o}7MY>nOs`MkP-;>PX2}7L7H0YR*qAZmGM27! zwURm{{R+l_wWPcx4`0oqZZhN_cv_6sbG6^AeR0TMN%vG?JBa*Oe7+H5&XvFJbyi<( z%euD6oq)_|tE=ZKY$!sH#{8Z;5V<4Xg@pAG%*vfVv|Z2cJlkAg{MzQzvt*44A~5^5 z-Alu%FfB{l2l(npv2lcRzvJuFSh*7W@#cz8^|&<$jw}jhs0oJ9^K-c>mfPP zIoA}7;om#@91moN`Z0L@5TCZ<=TvArkG%8X_Y;5Cca8Y5n8|&Qosf8d^wI37=+yvv zwU$GV;^7}$VP!S#Kq&1nLT2~0QhM8r9~EWAolt**?%8SJ9nvO=%WL73Iq-F8QX4Zi zvgK@g7h_jR8L18o4j}7!)|V0iAIURy@U^-Ke*v>n*`p0#rtZn*+TJFbcS0o9A2-Ql zUpbPxZ?CX*v+oo;wa*^apBX7$!kHDYErqG?^JeNPWR-aKAsa>eCV0LVGR5SYW!j}a zPWGs4#-^p%lG?-#FeJ5Q$`|CHz2faZt?FsNMaJAotIWZxPRnLwFEavvqSZKdrow9C zs4@L>xAqI#RFdygQ9Gm1C|Lf?13T&7g+*EY^(5xpE3X}l$>)iNaV)u5zAZ)1a(tS( z*r~O)Mdo>fSN?!uD$``dnjyQ5!ssU)32TyO8Qjd*hvCOjp+ zE7CW6;53&zZk0V6IIFJQa63(#@K_0KNp0#Odb|WOhq897zp2>Qjs_VgvJQ8>k+-uE zKJ$n^5O0^sXyaY2o*~x`#Hw>JVG^!B%ZsOARaV1&&+adADbH~Gv-}$sY^qu=t?fgFr3KwBet}^EP`JELX zVMsd`UWOf&Ws#SidnB8Ckuw!4ZJ@P))!i|=ChcCNWp&)_@4Hud=sbuE<>_3H?~D0O zmA*!#y;5NHmHMv^`TqQKl?>5H>tk_ujy~HOLo&NHJGrHf#4I-Cn|Gd091i6p`1T!V zenWPi!+qlKr%;~*hpdkJfY(lj;1aQV9yVni%D=MeJbnKtN{X|vq4Tq+OzyL7p!Gab z&(-s}BCnoI)J&V^e3dojGrY^QlcuEf6YU+eZ7-s-OZvgs@sGGlMaf(v&oz$ZYCN-n z9{01>yD#CLdT?RHabE9*?KFJNefyQ(r7B!068?jJbu9Zt^yVqsy>dhivA0{x=UK4| zLvHrBz475NJgK7Re6JoXi%-Ft+@G$DL+7*OLJ}UQ`MKI3D-S$MyXCz8vU_iz!?q|r z?t#tQ;&p%TPY^w4@XibDK8lSW;qC9NNL8er*jZghTY(kpjba;lX17)?aCj<<-=s^b z)32a+Lk#;={yK+_H_)Jlac`ynPvGS{EZR@+OUXJ(KSx3{)o#{`<%#;Nx1!F^s=(*A3{Xe^?i7h!{-(i3C4khDhs zop||Ttm=i)chN6vD=w$ai(cgkPJhR!co0BJx zS<`nJq<(em0{u;Oelw^4=yo=apl|je?1ziJ^p_ckqqIE}qW|hS*J?fZIBSpE zvABlzPtxiSJSc`4YgjUz^`H6ldHnp_=+n~YsV6f+zp1*K`h0aTyrOiOQXfiUCzo3 z-&&&M5}KSXPrOX$Q=u}K9=AgF9zHq&LYuH@9A@9nnvZCZs&qxMYB5hALF#@5o?eR^ zKeDBqD}~2hef_D=7qq&J9W&^*93J~1lf5CI6GNGs_6Xa?;?g?$?9YFouzDGf%%^u@TFhY0nQY1Y zfVMDA^|#!OS|m^AnbU8OD$oDrAbYE;gOeQFWfbdyTOVlOoCfF6=~sO=lX04|<7Q`` zAcm%ipzXL&!zgu#{$G^;Z-B%rq75Sa zYS!lt=4t$JB5jvr+g+@B2XA-5IC<$=va(D1&3c+7nldB*K^(e5bZ4iOZQ@|H@xcTpZtKSshM4YJ>TN&TQb8UeO=<3K9vE{``9fhsm%58?j`SD)jCgk7kgKQ-ai^;Gk4=_Txbus?DpOrTARhq9ok*x zoU4ojmA${*HGXDkXB}&0931EOet1vuexyk1N^TeU<$iEw_^s5oIi_UhLiYcxY%I8& zR{19RlOArB6H=WoYiG-n(q8793W-z;+k(@BA@`{0&a;DoSlv&bBH)iRlq?$+sMbApt^v(Etpvtw=$35c!>PYwmhZYMw@+5Sjn%M;qbj| z+=va6VP6b(V?|D1xo&|haR@vQl2@{>;6q$Fgf4kHn>wnmKyEG@hS0pBOj^PuZs0SQBT8LG^uYx5>w~Fr_25y@|`I%sdaT&%(jta^=C+x+#oBUuZ62Azh=E6t#D1Zz%rtUCMplakqNGidyV zcsv*Y0&HVlsyOxRIJS)wL(304Atv*I# z|HaPgM&_w>J%!$Vv0@aTT}#3?-o8a#-mAYQn6&^Z?Q#4% z9{ZVZZ=%7+>}x7(rcz640lgvGe>5&tr19}`W@;8(&J$UWS&t1{c>PN{o}^9Yk!R)b z+c>pSpPgCXT*PMH&^0hx!?sJXKYL@Q!psnsujIYfeAfl?J1`-;gxt(Gb6_--mDy>$ zD~`WT_sfkMjaV?7qzPK&4&iF&uHu7@`X5t}QB%t@5qyH)|Ayi`=roq&-o^5w`t2&- zcJp#ydVizm!q9q_*G_Tv;h5b|{>l2j>_N86>m4jet;et6HjE$dH5Ppe=MtiHofuey zfony37kqd|`(`Aph1e^iD9`Cf@a6-s-4D}t(L49X?qziY_>U&L7Ut}Qc_o@HAvgPE zWu4$KIPK6nvq`RX-c*|I(s%a6+Gm9SQjS_ALbmzrS3GR2udm^Ktn-V=wW-x`ARETR z@jn0W#`5=RcP`tXFd9$r|0s5)7H$P`os71Oj&oVN1{|tr~gP?3VR2 zTfd<59s2taU$U0(|DW89(!QDY+sV$pM{i=<4!9l$t)F?N6rC#2t%qE`4vV(K_7^>6 zub8Y(yBrUn#Imm;`5Rp3(C%z!eQg{~{f?_;irf*K#N&U%_$WF1S!46>q&zM=y@jz| zNY7rhb7Zmo_+v7}*I`dR{vYbqV%GN%S1WyxGRqBSHj~Q9y&!#@1lEl6YB1hlSSH5*fx;{FUxDGuv3U`3*?eXwCl@bnNgH= z;n@v!J0@gpXl9cg?~^_}cr^Zuq4AqMk!KuhMC!}@a4>BzaE;R*B73xd)@X8vn9FRJ zia2n)?3KOK#>y<&wZ0XswyZ^xV^Tl$!RuMv{}DUy*XuO$OUTxl=k_!&=i7fJ z5nYF*PciB>-ug!VdCI$k^?Dgwb6@OK9!uS)RqRO)dlK)nieoWePa=D+jF&wYYqI%l zpNwNmo`uw6K~cT^1D)sn)aBig;_fmQ{{fBLppp91d9u)3EdCE~CmJ)GiMhm5PK7FQjwifiA5yt3qHhQw{IjB@AqZ=6W%Jj6HU^wgM7 zE|3@QVfR_QFip!9;$pGfc_W>=>ov76cIx+RNL__D@x#ILWmZzW1)bYjm0BhjV0Iyx zz6HrYTm>#=+2uhBxtm;yKWmBY?|HVL*lej~_8~1yhl5FY8N0@7^S9p`?9087YxyQSqGp$( zjv}>h!I+tvrrA4mi1Sk=ZxN60lv~!Yu@;*SAoD7t?1StXDHe{wp~GQ#q){X5hrh>; zb7=6Ri0=cN)Q8zA{!;bgMkr<6dy7@6tGbcrKh%Hr)Xcn}-0%GlC$56{Ui|2!hk>x@ zto@H#-Goc2W41yp{{_u5Jdl|{$MF3wk~We*!s}XWd4*nUV4Xd#K7id~dhg-&`+4AF zGAH5vBeF+0vP1S6!h+*j+g}u(0o&Y(&FYYMSkP0%{VPsyCePIbZ)@$m(cC&-6~%TVWIWoq8MPq%S6k-Dq@BmDt+@oVUG zltEhX^^>AGsF%fn`?T9A<7S8`A5OvQ%EZ>GdgJB_=;A`x=%dtFfz8-&C z>MK;0>WvoC_s{HpgU#PMFIV%w@J&-_ErrF&#<2d*cv{r_ zOa4WAJWW=u!WR$8S0f>i-Q|gN>bmiCxtB3R46}5qom?|GNalDIud&BfwSY|iuLS$EC*-CL)n@@LP!60~cW%nShr<0evnwizq zjHRby#b*$0j5U|*yRP(8c&fZ}Z-DVEmL2Te&m39gdZM~qak!}8EPwrCtf(Rf?UX5B zq3tS+&kFcEX!SHtC8GYtkm2y$ClZQ?ihZ=`42$g9n_UyLx+E)hKBRdq=dXm}DBP_q z7C*qE^)R^+0w;=^*%;f42K(T>LEBV?xsoqa|0_>8PQt8OvRpeORSo^D({D23C75*s zZ*8E_YdAMjmzg8Cd_l z=*hF3cX|0ln!e7%quKii1orBGtZ4g6X4@x{bLIbo4BS9ps~tU1-nmfRjHLS{n%_lI z7oQI`E*(b7J~nT|h-aa&M1IOn_wVy-Yq-u61shmV4I5fP5Sbrow4xsN`aZh;@sVmLwsf9v55cF)Jnxkt3SPL)EpK3;UCBqKsn$3Ucus=F|Wh(3_X>{k<^*~)88$kwl3Xvd6%7fvm466&PpwYM_B)hK3cG{31naM`?&UR zXqV?-tsrjhH;q0#L2dUXOqdwj<$F5zzSC9ZfPgFzrg2x9KDRT zZ}4ueWiDXdn^?YC^e@y~q_1F6YP~i#b}iNavlx)wJbU3{Q(C2RY^vy7 z;W}c5JeQ{rZREJ@gFVx=%U0)?(%)qHXs7Y1GR&XU_aCgdL9co8F^Ht+w8;A25>Q>_ z*m1B}E_UkjdC>gHkrP<@7sRqc@pbmhEkLM>bB<^AG)P^+&RTewD(lny@6MwBqUS;A z&tb=#yqooD59#?KJ$&K#YZy43q<>|_cHTF}&(|^eAguV32ix-0F_>SD_p-OvpGKS0 z>5;oAnaQ!C;HolpeP)Y;?YQ=~k^e8*;3r=A8SnB<^cDZJlf=)wzm?4MacDj*8(?=a zS>+d29?wIap?5lav)6EYy5B~h?8DZNZIeiU8$S8I(~g9nVV(WDM_|L*e3{*YI>`ce z7|S>MsVk?>(V`i@_oUZ&EWZ$HRg9gxW%$YbnkS>#aqwvJ>f&l+Z8x!dfS(C^J%fRk<>Xtn$ zdIZYZTjvObD1AKl9YS-tC$S_ud9a4 zM5)i$6LGc$?~f6Sr}D?Mn7$J-Q(!WP-S^>AYCdgu_K$SRp2APcNy}-nTHjZ=Qfy6| zhuGRyUu$@BxYwEGlHIi`iO#tC*wM~U=0Ud?lh5P* zQMfpWH~Y!xlbyFv=1m>eduWjgV_BGfQ!uI21u_?dlTMneBY+^4FLFBtc2W?Z8s}y@L z^RBoYoYgeh6K8{VM+}-aj#Kv zlSqA2raBvP6I{h)CyRW$JD=y9v2QUu)<8QoKa?Us5|`5EN_cH5J)j!Kv?g z^)Qk00Tg=R!%%kA(JK3xEP~2-9J~sjQ>mghjEWe44iP;!`z=k2N&0(?#rHT~gRRY3 z`ZCK7g4Rj6l`3xI~Wcuc6Y!c*XxI}db2h!!YngQX7fc>`Suqh`{T?N zvPr)2ci`vbv0k`dlU{dX@oYRB$*14b#kd3pO>{`AY3X#m6c|tzfPfX14>9P9y zh4nwu={!SN%u&gxa1&+~Vc}x! zuIA6F{5y*$o?(0H04&Gt)^goJ;-RjyPU7V?nAbv%%?i-pwar?ZVsh)sf-Bi`_~lSm zzYD`%u4_BG7Rvm4Cj)y-5o z6?I1H$TWpjMwP`7$$Zvz@cfa)=HfHY6fe>u*J0Un?Qc4j^Df`X2g@^Sp|qP$_t0=Z zqr!pYmo2yt)dpUvn7@w}voL5XZ)H!OOL3yI*YC3Gby`hz*5P`&!5DV2obeVJM`1zs z{JsDqp62JQ5nMvbS9GqVeV(x`GJ3sAvle`lJ)}}G`!tfW^GY?^WOQGIHQ7z_ARNtJ z>%T(f9O&hVX`X~G_i8yzUe#_JZLWrB3)b(U`(vVHsB7via9GK=*E% z;?pu?sv+D&!+ql7A!Ff#&}d8NbJ_kfc8}-#u{<&xABVtu9lq{I;vmv9v-bvGn1oOmhb-AAM6EsX1(la8fP}wAw1qn1a9zo54o@r%byY(lUaHtU5l`FtSgVqsjZ^t z9&E{V;#PPJ6MxzBekQFx5!dI?yC(z>(0Tz5F45v8aUZW_RqT1PQ>r!fz^*6YeI4E` z^scEKeHy0E(&B#d%JF0soZCjn&H5hg(`guUDQ~5!RW()@hV*V|Jw`(IDZ11D1L2W1 z8pZjv6xN?9SEOu{is& z-p|3U6Xm5_AkbBR*^RN4maDyMDt`KC|BvI_d)Vpca)MsDl;bG(2 zXJX@989%cGF7Y?_Z?C|k57~VQO}FBH*37Opo*X4p)z{`h$lU_3SG1i3->h&uOq;v) zlXbGGjGpy%3+P|hD7c5M!`S(cou~d16P>lpzE|J)pLt#DNc_Zk zzp<={T$zYX9X{jsMUCdp? zM-5n5g#TK=cZ5DOhhaTUUU9Xbopm}#TuVjeGW^I+ z?eo~O0hcmfWX=0QvQB;HuORhWEG*@9LoJVzOXtfCQ`t5ILfND1BK_ohZ}#qJWo$l3 zPph3-8)Gii-!i#;63gdc`d2bY5j{2J!BpVhA%4F#CcP<2Z-x5;vUiB?NjNf57P-pt zWBDX2<2o3{3+ZKl`e(gleeA97SoZ81E*BQXm<4*tZnj6U`DDkglzqlwPFslE8z*)HDf>g-fGxF4?X(mZ>pr#j_idFUtSW@o)SFr+*CQ%`XuD;LtdjQo41Ty%wa zU&rPWdd!{H&f@fNK7Iv8kHR5O`fJGokBaExB&?&&39{3Du5SkWWHehU;n58|y^>{v z@cISXWNzA3e3R;J{k4Y_Hs4WXN`;1u z-($6S3R3fMqob(55GPCV&QqA5+RQJ@niC3Q^BQt45 zv~QES@6u0pGO0`ZCkpyFLM#;H|IBO3GqNv?r3+b*?{3TB^`!R2#o%bT=MH~K?D~mc zzY||OvEc}j){FOYXMV3tn^gpLap`xxJ?(G4|9=VFtTUa6WyircSNo-Xwin~yf?yrI z{esO|3vv_QEby+pUT4y$D(hb%aRnq^pwH7ZE6x9v9REQ)_w?yKY~ISM;k5mj5A%$m zv7h50xk8 zusTYEa4w@%^#;Ed02RO}(9;SsRCl(xc^+@gg*}gfjQ#Kz*&|&u>`T z2wvSCZ_CTi(RrVD_xL-44kPqbiay6d@IaBA)wO-~yGN@>pmI7}vX5ovW$&WJJq20# zBetbh*<#E-l-D=1F_lQZWzlB78A{hjA(~2T$NL78C!HCkzs8Q&#aLxtd{>8E0RhW2mC zGMNLNc`P$znN%sxjMzG2VK3e0kiC!Xyxr;mr^ofA z4HWmORaHhzEyw#`;JH=I*M-JGaOgyv%(Ut+U+xr>gJgnKyts~4FR*xzez%C)`hHSN zW{`ZCm4sP0*HBjb2R9xPca#0Ch1K;jNr|-)$2LrWoN{*pqo0)qEo)s?vAUyCGfz!&4e$YNuA^NgDAeMwnNX`q<{*0A?u@s1sWP^=C1IQx zP5r=y+6)tY&*5G*x$GhuR>qvtG-|}&*YutFJGoP}lMgfhIF+&XbACVEdfea4v8sgE zKk9G0UVDh5+^Ks2{>Q_%GbHb2$9$~psF$JS|4QfXbZ9Li&eqpRxMwzY)()mhQPy$R zmfudN`O|DlP08Z;HV^wII`#;jr7G<8veib+E-!1JCSPvh|I_sHg(%5BxWj1vBDU2d zA$6s05MNK}HL;f3q$NdFZ_K=y??)RO@^oSm?T67T^%IBF?q)G?kw{C0;;VVBrR-Xb z4}KB(`$+vw#N}DQ@}cZ?oZ$Du$`8_#$l2fZ{)p>s@fyBzHxAB{O46)^w+qLSbI|!iaDR7N!FFoiJ&P z31ziE1v|6$~2w)`ML{nbDfyZexrH%m=zs)y85Hs@(5N<_g!oU z4D(H9BHsK+)(g<=>wh89`Y|b~YPrxS9YoO_IW99gC$iymJ}D*Mv*%t`Srvx!gIF+~ zmwFq8TDoGGMOtR=45$0&5Sk=%EAUWvarrRazSH+_Ec;yCF4E5&n9qiJ8Cn&0&IWm~ zy2xqer#yb_uaA-Be8O*+vf+G|We(yD9!{-;RBX$v_|!`(jkOO#vlIT6CuJ8ozhmY& zSUryY_mbI_e*OKP#8XY>-a}-^ALOQ0^u1SZ{t^>Lu`o4Q`mtu3GiJ$AqYAipg;8#q z*m{UoCt^)4DlKb39UWZlVWIChHH z>k6{MD$L6I>YXrc4bz>*`z>On2<9CEjYP&08s+;%HNN-^oBFzbDvpKM737pWX*vN5 z%gG(NL;0YnxzhQ+V@Ok@*ZuGrY81%Mv*YlkG|URiaSOzD32|7nAPe59{|njtj3|1U zr?UrEcWA$ZE0LNzb<@3W#j=~&a=u>9qh&XYJ09cD6>+hwrVN*-q=(Rd3)|}B#zr`0 z|C+&cT<`BH@>AL2J9hm+RwXjBC*5s)v_LN{@w6;Wmcj02dF?GM7|uI`#M@_L;b;AJ z$F#G>)iZo?C!SPg%PX#B-iAd{za=oPI|j9cb5_QEp#87L=wd9ZqyJ899R&B=;4qZuZ>4WWvu9X(vi8{vu@3Z8@9`#_Jb|~DV%GJ>wfA9PQhz&n z?NcmEzYTnTxQKWMD)D=&g6@)ezHt6JUU^PG^NlW@oO7w3vr_0)FCTRAAhD}_@&9vYm%wib#vdpv ztYLM3oXvg<*~fPep7xYYcKM{boK%CapOLNd-9K|1Ge7Y;x?PC-yX1z_a(%8{pAli# zYJDk|{N#*@9LXCZ<~4#d6_9dFmm@_VLqvcC~Xf^FQCih3g^tfqYR?=KhR! zz1i{wU+#xVsi@f)?iG#4)gk;k4Nk-F$@0M6B4#WfJTH6XDxn3vDrlKiwcGjWT7CTu z-4{u0ESvS_y}RYK8b*`@@UoX&oAqDWrGBN~^F;gI&YtdjWOm)men8*DKKmN>gxePO zxAN(Cupgp_bM*fh#PeMub*S@HWjrRGMb}g_-X}I%V!*Q)TY)v3*)$ffyV0pF$q&e8 znUT2y{-^k47Hv}tvp>A@Z0#R;zL*jDb#YM!-tQIs=C1JbJh}y<<+RVb)yyUvjgg(4 zmt9uBg+?0~A1brDG2tBg{eoxRMfpte_W>5K(PvR{F-SkD zt9GOep1l(vbH?SkwAi~+_}K&NGGDkSSp(R1siU9b`tXPjPiL-}L3>BY5OWj3}W^DxF_RVoBNXAY7>mue>h-A_GdX=oS)01 zKhx$l97zqW`$WJOA}Y1DKY{!tp3U8ZGVCvoLxSHqVWO%ix$*QCIEPTP$ z*3m4;49w%b3(s+^GZt6j$j8+HA zq^sogpRqkx7MXWkoOcF6@&UfO9Gg)y5rCVcu{RB>_>GDXyH;!s}`8jJ-GyFgPZ)t361%o^J zAXzF}XBJdd67FVCW=fCq$^YcH%P_d6YmWM~YJhj^>G_CWI^jn4MEacXPj}7wl?dx4 zRq~N;ra@U=&kjFJ;5ky?N6FZ2`F0^~>XT6nt4hM>Xa0MeRrkvbop>p` zz%0Su;n?{&-MjKuao7)l_#jeWVs$-OoywZTcV-FR&#$Msy2#$E{a~<^yzKIMt54_1 zV*A4|yVZP+v5UOVny$=tyudi!O0;Jr%{t3D#(*8N&`%_{a6I>X9>&(G#))#gn)+l5 zlKVEkKhVd^c+_IYZZuX26YTNW;f1A8ErTCZ6ZmAikLQJC88 z$x9`j`3Wg`mN87vtuZVs#ViPtd46iasZ^J!ZKBuMv;^CyyJQPJIu%$ zkiI_sg&xhwe_HHJbL2izU0+OnCgQi~E4wLW-=k4JPo4DNAeOog^Re?u{6EThH^{$( zF{HGdzeHZVUHmuJ`b;0jQxfX&)vaJKmj%DcsaGb+ir}-qS1~X=q z7Q@;1>;XTSb2O4?mdQY;iLpmz!hWLmUK;$Orzc^X^KTab#EMkw%>0Rq98E2s+%N2a$LX_%2(Rc!E8j!s$Z>}_Zv+dc)AlDm$=Goku3g20 zSpj{eXncTWsiwbI4tN?CD|zV}5qlz5X6KW`VAh#k*O0KBtZ#7WewuB=#?5fZ45#cI zJWD*M_Ce~6rMmkoa$&AAj*<7W%TZSMu3+C$biC6w$YHJqTES=zj;w`g3$ghy{J%CT zWG2EZa_dw0K9Hq%(DMlA*40Y`{JaB8hOzqyx#trtvKz`!mZlnTEv)##=$rAo77en$ z*#c3YyBfF1E5(e9J)ry^@4hc1^z(lO%ht*~Reiq3J&OtcUM}bSBbViS<3fFA&ip`; zmpMc8wF^nZ;gmJcPr_ydN!PPuG0U&! z(bM&qIit_BxHR_P#p)({$aAHO{GR2k%+vcy3|GM7T6)TNt<3Su`ii0c&cM*6w5{#z z><3#zFR#(>1savb*Kl;SM?cF~0knCdWXc4rUx6lCol{J)ORliOcfXB|iB=4|(#^NyJ~s_If-v z6Q8q+ceNhRrE^(mO@#brSu%O^Z_H^U&QI0q8pu7beVz~82+uCKcnntMPGv2U|L0W; zdiRnIdyCo!^*7>Z&pKG;tH}ij=k>hRe0ACU+$4jQmN>EbFd2sZUt-+b+J6Actvof*`|tUz3C%L^wmlC0 z2B)X^p%H(df?rwJ*p!BkI47%gCPVp7nmy*cA+p3pdd)M>p?cT`_1vw`QJI;g z`pZm-CS+%arf2AVgJ|4~(bakOM8~Sjs^!`73HIgb#1>d(PTpYsC!+TA*&2N5g}EI_ zKFIaba44S6hl{l+2j|>X{s#x=`aJg^QpG*7*9~IX0qb3Hm-!)+c)GV9R>Jida#Lsb z46Tob#)&Xo&Yu(Ik=)TwJ*Zc)Bm2x>L{d>mY{sC}S$~3Md&SHn&iGLuduY1Vnb{fc zOxZrq2Xp@=J4U6--dYwd!IxbB-YO2(v$3?^bMLnbKeW@Tp=fC+H};~*a>tKidpRDw zNz3ZMdZw9ZF8P{kKI>^n_;y5M*i9&=6m2Hrft7bnp_&uB{GTI#LVr$<&)yv5p&3$9jPpkM z<-*IISKJt%6{f%9-~@Vh$F+%29wKT6%j20vlIpmR`6m9|PI1OMxTa#jNX+i7&2?~C!{=3vI-UIHj__Rh=WQN-k6s_}$Q3j?A4fjd z>K|Tvx**d26kkP*6}9Pcxi%S7hrslHR;5blefsakcXhFBx2&0cd4o&l;MX*|tS9$D z(e$aPd{I7no%KEOq&#HLhF;bM+~)uNbpDNJ*OT!!>@E`l@5>eUvGYaDm@A+5#mE6X zxm%9-QU;mKSI5%hQyk8ox5IIJlp{@Xr!NV&zfV`O6M$1GFuVN4fL-6+d)`)1_iFD@1#WHN?#YWZ#-iDhm<5@AdWPR#L+!~H2o!DPA<{rnkCi-6m!@~-4&+n{z5ofm3DSHq1htZj?fpX9O5Y|;JT$v^4-KiT2{ULHZSi*Wi+R==v(>t)Y8d4Gwt z!<~N`u4Q(@TB&5_Po4F4JOM!tie%aS1^6%|3L!H^2=^TgX;v2YT8 zzXIWwA|y|EF64n!x2O(@tXMyizpiuEQdSR^&8kD>8b~+NsvKE=>9GOb4wp5y`y_J* zQel1(t$)+%V)&=}?rMyBmVfGzox7Gzcrf3Gv$FeB_GE?TXZU$FW@OKsy7JniaG&Z( zOKeC+Ol6eGEUrP{R9BqAp6qB{1AMTTR^J4NR;Kw5JFE9c;O2->%n7o~_`Y3s_)kb zjW^)rT~Iul*WaT5b9|S*5#MpnuVi>GKRcW7Qo!U6(X4m9jp+DTu{&Z=m zm;0Rgq}ShI#f`?Kp2pZzQ_fDg&+8%8%4gtRAAKj!ohOpIK|ky7e;}tAd$WeKqCQTc zf1+UrnJ+lnfb}Q9A+?(evFs`cKPk)XA-4}KujJdz_Zdk4YkB=^$W?aMG&1)<=@xN$ zyff}J7LAAB_x@MFvBtQvg2toy;ZSEE1L2eS{$qOOd2n~Jmzk7VAy*b_a)-4COSiDU z9_^oi#$If>5c^A!JVh3H58F~9q6L{1w8|as#_at-qzuHRhvB!FeP^(H28*&Pauoej zr{EKx_M=yET<9YgW$(OOFyYR`|EPX519E3G&VT$ zDIBM>WRP+H1Sn<~v~y&SN|@7JEFZ6r=lJI{M_$5#%o@DQ{~_%C7%K0w@=yKNX7@kX z)f4Mx>)}8>{7(LZ#+kQSJq|Z_K<_tRA5Q8o&giDq3;4d&(NyU@j5kw*qdBf;Pmh<# z{s~7OW#iv)>w%3uNXq^B7scG;kT`=5yI?&G2Kzk?_R?GuhP)l=q)ca=jfkx^fV zc2;|=h3mN(oIR^Qhvz7fk=4qjw7S{Z^;x(-47#xKVmKYtBfCz zPj6$_!CH1>!wgItZPaNEhYO9y<;be!`r-%rZ!qenvU*oM_`=`M<+$JF^NC{ZcX(%~ zy1H6SlX*I@e=+usg>O|}E9`peYaY58c7MXCtE;$;aEmqB!#z*<^CaqAxYotbyVz2O z)a(}1nSOaPc0a7{z>J3-&kDErE0rlK({T^%|7PX!bh;j5(`b7xHl()9G2W$WRX0rS z=T&$&!8xh6mwmLFv-)M{3>Fhv$uNZf9(L|8G=CX-BkA`gEt=}B8$2_^v?i{W!p^Zq zl2lz!g}8V0*q3H6v*mq^sA)vV4$Qe~$u5bR(VsmU_VP`3{i#R4jTmqWYqPfbMLlNE zz^s;=q(uj;%|2_X-8KgPb9gh);tnROp7ZPQN}dT%<@t4D@N^zsCC?P%w>m6I?aQ4| zD@yy!7JgcW`P=7J3P$Zca32AQf1UNd^WG-=4>58%R8v1MdmmQw*$y6hQN-p7<_H#K zo&4)C&Tb-IWQC~(NMt7L(_$pMC=KMv{`9ZL;#7yJtM^-3TE&R=Ikdu=)i_XtzfXm4 zMHy@w6iVXWQ;=^+#uN07o`-4Q0e|1;#hU(pP{5yjL)s+1^VIP!{pI@YQ%t#EkJTaa znelH4FO(1me;R{Q*XsZg&;;w>@*QP9J=?-Kd&E44&9{i2tgPvdl~c9vAs_rm>(jNq zoL%$yH`lifFyR`lAHmuUdTJmNYhm;%p3iP3heGr(x{vxl zlI{dtr|SCyc!Ojpg-|Jp6h$ft5u#{Np~zGsLj%%`lq5OS$;US9qwH!YMd!DTtl+bUY$qoR2aE|jruybm!DKx9LhJc+wTi!cZNlG93Co) zl!nK8uXd2OI=pAoDw(8{jkF`CkB7xR;}#)Ns<*UoeQ~}2pYg2JyC~xKTakV*ix$)O z6j}~v;iGjmo?w*K7l6m3otVF|34nx;{T@piQ2BBv-{B zdaG}=Ib^z8NmcOMaj(iuV`AC-h)`L6BcAf z9LO@SVq8zC<*waBMoCSzTp2ADIX3G%)z)vq+UHolf{{*U_imz9zL#c=SSq+40lDAB znW`c}bFY%UIJ?EyVQNcfq|*Cd99xWKd$D6G%l}#s!9Fw2OKf_DzmKrf7{4=Jr6ki= zQ?uZY5ZOoLvJf20s#!yLskZk!{y5J`4TF!_aTjJi#Fk_E+q3$=i&Wo;1n1H+E9&E6 zjrHEL;I4mj8Xd=fe{gO|=q9J$MQr)H2v8Mr8);qwHpzf-pAoKf*8S#-PeicUkZeKw zy*&L3ZGYyOAK>s$v~8;OTt^p^<$q93#??#VF%)`J$)435TliV_VrKu;LU#I)KjdkD zA^p_g2d%`YS+I>=vpX^SQBD^Jmg3cT{iW{h5{PtzN%B=^*JWYn4W`kXdT(S#I||PC z@w`Ra)PdLrXm!P|>&V^@&ws#{jqIL^3&*qXwz_XyS)DSH17-y-_!PtU8^r8AkIVB=vdaUQ*r#qdk-^Bl8@)>#A6%Y0k| zGPU%Tr>5(~^?${niy->4QIml^wJ_EfM4YS={Ebd?ygyg$9pUUA?C^qi$B2qs*fn!j z@~gimcC5sotW7wCy?WC!m20x|H}PhoxHAW?L;OG3xo_#`d~J#ty$S2&Iwx6-8km(o zA=MC{^%V(PX}1^OHtD%E`=!d(Jim2$dv^G~YVHdclbbWuPR8R@VfNbP)0fDV^?e_> zic5`|L-iDd?l%*zEMwS^Yj&D zPNtn8Sx(=nD4sl9%gK2v{c?x-aQaST_pIzW7@8H0^A*i5BXO)Ymt<87zRTTB;^aI} zHp<({bRJf}%F?Mc|AQ;Ne!M5y7T<+xQw)0#cltu?btBBnz_Xpy_!Qw}% z~r`vru#+_HJPoeuXLE7BfImPSVC$woay zhN(W!o#iw2U6psdPu|Wv{~)qgpv`Y=u$N>9!Tdp5)PmkGIMK*hjl}z`oXAeu)QEaP zOzEf3Vc5PC;#;xjBg`7lt8UOf84=&b%X12Nm8@aYai9S&9wP!R5RtEfMCt$)5fx_X zBUi>JkZT)hTGHka(j3G}cN=3A{m(V}g>2LvSBi*;CB%>~e3H5<$p}`SfB!6sWe?GG zql^|Qw~4*|p_^4HGuWahChTO>JU<>F9u_s5_7zo1n%Aq-@v_A@{y*%Qj|-FOaJbkqoV0Dl%L|M@2vZ+2R%`yA-9d-b`Zo4X zRg#xPuH-ZQ1pbfEJJ$fEeV!+5Uz0pD^W(1jbC)z3WU@+PJ^l}Nb{~H62rUj`%}IQw zKDkm+EBE+|>hp9ly)f3d#jND{%sQThY~Rgjb205a9P16g{js7cynZwCi=`I&qT;rqU5v!63p8hIEVZiMA#KdFP3Cnd>WlvSE1!N0S2r?XQr)@ekOC$an# zjCc(OpW;z!E}f-K2RPJs^lXtgPZwXt;wohRSTCv6p4E@%JLhBbVY2jR<>pCHoQErK zv(9B=#{%dlr^^i_-T|FvdQX+jmyG%hj5>?F#YNbWSXI>=9d7=_LZzHnOr*=+#H=Wr z!QYy*R(40N5=C~fUtvgoEC$?0>SuYx->|qqA8Yx|F>HJc9c~c&%93$CD@=gO8?3aJ zB{G9wZiEvdbhADOk#!lZuEm6Z={1Uc*ORjhYoB4<*I2LuG_vaAGv1I~F3-a!b$?Q8 zeheJ5UZ%e}vOS-=n*BP7rRzztRm51ylG(+zPm5fAKF%A?!-A8r{6j3hpA{d$^?aw# zx}D-Y`BH7K$LL8=ctQ;PnVnvORbf{o7m_?#HQ$ETxmeX551%8)6Z*@1buk>1L8OuX zQjz6E)|^C|xkf#njgklSMt)KawyAD@h8egyy%xePl?i$n;Vc%vjEvoU>&Wwk$3)`$ z@GEvnHMQ&5tQ<|6VsTZ+YU(4IYExya82pMu>^JC6!|ww~K9M~ANYz6xf8xr`bo`A? zhLAtcsorpYaklxIP9@lM5F4#0`Kw~bL85K$vaDf?I$kHcZy#DFQ%P2gXV2C+T)&w;RW<~T+dYy!?*?IY~2y-AFd_?zLT|Y?QA29B2UR7UY z8Arn6j$h@~D7}6Pp$q(OFW_W1quoog`PkEm^#|j~WK!iG*bnS8U0k^r8&VL`Ab~tMuXd-y@_Qnhka4@>fO(xYqUeetf(G zg1hw%oz|mTgk8BQ>>#;Y$llZ{bec67p6jWnt)c*VjcpJDW^f`OJ2*kA~S5 zeC2!=o8b2b(e6YxU&m&L`0P9}q^fq;K_-O4c4sg8Y6g zG+gUL*{lO*T*{-e((_&{{|)Ebk#P@=p5#f>9l6fA$pG`a@eUyU0%KeQiAP1EMSQUa zkCFAHb68II~U^JJ^|zvO_JB9k0*qZn%bz-9fXb^}Q30wQy{Tn6t`! z)DdXIp)3_js7qEX5igya-`PbGUpU#v-jzib-N9@&fPb%r>8 znsIW){tC&mb0>3hzK8zC%3ZZc6}#4awH@hh<`M7eKUqLFI({$-`p~-_mK`s8eE@~* z@VbRn|1ruivd*LXBRF`9PwUcXELMEs+!181>e_8NnNnFQ6*zKDb2S#ODTq_aze|ZdDAHwryyyY-{@`|Xk2u3?Fbg+5jLb@i)cx{Y2)wy|YQVIrD zXq@Zj&u}PvS!eQ;*%)>Sob#-61G_vT4qgx8U(JgL<4v9p<%xSQy}iaV^U0Hy?rpuV zC~8;1jGnybVSVn?_sPyqcFc-2&Qrn8FguF<+wi9bI8zFr&cOU+zaQkRR%|^JRyV_A zE6yA);!I}KR6c7AlYIBcDx}nH80hCUJ&Ym2Nw{BL4Ba5sq(busk)WKJppSD#@wex7=N0uI? zw>fNm9{yd1yUCC`N1Lo+EMxq?@V+!D4%J&9JUt4>Dzo!DEd8YRd)ad_mSwHe0c@E) zYgZX}0c$Kb();}QeR^fD*_+U=LF3z5{}i^_C%*UelRK0x`Ce+mp6ItOWCrrI{}n{= zt6-niE_cv4wI#C`IcsI!*MD-W+@M{my>}+tZz5fuXf1(d3BIwv-dFK}cKjomhJT`e zU#*9-^s|orrLWXg$)4uV^ptN1`M&+P*Q?mJBuQqI{43EvnMPJ&MK3b$_G-TZc0WzV ztZ*4^l;l6zVfK8EjZYCX)khzEX2#^jxRf{t0Cl`EdBFlw|>f27YVT54N^F%+@yJql&?5E0Z-rvoVE3r7Wolo%X@^n6a7__F~cy{!xqI;hH zp2lM?gV$qvsl<-==>20{J&~-xKxG{4+q&M&RmJt#l!~mw3!-o;7OZB6*R;QpzU_J2 zgS_J?);>)ycf}D62ij^DDFc$@(a1=30nsDgbqV{K zslFHcQj@(8{#`1r6k&;6;XH!Xdw5v1hKa%kjcwNdF6Gavhe+VvmyI zW_E98CLXJYy2d)vC?|<O(?yhz@cemaUu*XLgKig*aE12|Ilm)Y*V5mQ z*#9_bQ#mpDMYcofF}7ZfNx25wj_EVtxdC#;^gYU1-)p(eS;^^mH2#k@a`J(vuJD~= zO{#)lDq60=-M$5Wo!s9G;BXFaD9VBjv0)~?55m;sgBgv1Pa1Eb^Rv3-0*L00Ve&?v z<2Sj2M?fZZkV`;f4Hiw+U$QQ)r1dLsDX-^aFgR! zr|4@DNxJg-##;8#b~J0H#?eLinYt+TS$ZC=^UN^MTeJ4(c3$(I2zRw{SHPu&xj6MZ z4&W0vIWpPIREgJS{dg(>|Lf->SY^*^MSfZu)?@XY^?g~b-;l+Qg!+YMs63;s;F|19 zaX9FYaRrwQAfJ#aE1ovPr6&B=(cxAIZ^5C=akuj6kM)+F1>f+daG(s|`-+9$p;fL{ z3X9D(VA2h0L!Fh~F8wj`WO8@Z<4jU4!rRd-yN&&?6038+>V51R2G=G&f6BXhJg5kJ z=9*$1ZIel+8OFE8{Qb->i}61dY?FnsG%n}6#jE;V2h$2>=IZ=z10TB-?-q-!&5VAD zw#UP2yBKp6Hl85HEOBmju{{ctm+3y3|8!)5UiwNVySv%)avaWn;Ov%8h4(2CX$hOe zwd{8u!g|Hb26yZAYO>GL{tojSMhyHTB;AGIl5YA4l^Cj5WDH?zi;x zJd3A>ZK_DV56#7FwM1{prSq7Gk=^fEN4Uu+{ju*5{`fyLNvhr_Zm0VEow)oLnf@iw z+iaF={1)uHR^RhjVkJ)1qJMEX^?`V*+9w;#6603E`e_BRKYJ6$irP2RF>$K2Q8tSZ zBjEX_-aClmUExv{4%w~xBS~|=?R>2GfPO95=2w#cO5SO>mFxD0aiK1$-l55b?9`d% z{=GYNuSpqX&gK#~JY;VNFoYet(^Jtxl=hyjsIJw6`;v0UE)xF7r z_a2)j7j=8`J?{PfJS;g5cKAES?0&SiiwdIOIp)#|th9;^_w&h85*>|ixkJ%JugUw7 zU3RC@@d0=}4V%gAxSoaf@~f8kmuCTmMXgEvu@>K~Y4j;9kUiryXmzvrlht&;!Y$bV zx{4WDGk6>Je&YQ!pRI;jRvk~(elw{bV57nG=*B;D}V9!`KXv-eS zsPwyQiDGn4?e)Su;$D`RAx`z?GlTf<@36mA4BSbchIB|CmWgEgln*64*m~CMf=Ne_ z<__AO0GWIvKbbr?iPgD-v<`k}!SY`CpTnEp=HJhg<{h{V6n#tbh@HlNkJlz^c@t6j za(Mm78{<0Q)<>e<5dl)mSw4YQ+(FBTWQb}hh{pnjG4SQCS@;OYAw%# z>O~^KktAv%D&?L}G6l`%_sRBpI~;SpkgS63a4{8OQki}VeHo^!sy@bxToD*t_lmeY7es*#Rm!Fnt`8bgZl)S09^o@_0& zyMfI4_Vt=kMzQFJ1t{(?UKK1KO0tDGn`(OR!J!v9f7eUCjn%{K`*EU`h93)g$!-5H6e8}xrIyz@+;H>n;a=^UtL zr_d`TOSZW}G)?CGOV}Y5!M9=AH6*;*+vI2Sqkaal@NS>1HC`$6=V$ud3Dac6tH~CJl431!h+|TMn^RqE&W0zp0<* zWIU2bBxl6cX4tIW&JL8xIGkr0d0v<&amTT0o**p1oBc(K!OokO9F$9<3tcdRK_d7Gw73sl{D6 zPZAAU(*J*uU!rxgfp2vswAzd^NMG66yqbQc*!^OD{0{`j)2)+Zcj)I~c1bq3MZDo} zV~p14vE+IaIy;P<)i(F>p5)kgm{08G!FR$UE0tE#>O8M%Vp3;gy(Y?~x?k$t+z0RM zU-_KgtBtWvjBKOtF05Rg_HFpUHt2ojf39G@!QSN8O%gJ2)YI)h57m}lKjapdltm!3$;!Lmr7773Abc&TY_byjK7%GR*Bd7?$y`m zYhXT_cYdeEgEZS8qf0sWzyis3yGqM$qr$x8RGwH;v`syn74$k!>$XO0P0FlUN-nl8 z7;!OsbcIei7HvYFd~5l|88>Kov!7gN|A8CJ$iBk=?Yw`M5l>=|Yv{HSDhH4!`RPVL z_EdHp;#E5`6mpN_zd?D9&5-%{SU5+NFqb0fJ9gMBT2^eIn0 z&e2p>e8SPudQAq?$5=K#dIt8NMblJ4-2sWQBzu7@S$X;i{7d8GR@TX`k5nSb`rB6v zt~5&NaT|-bV1;KLpGlgmt?WsobDWbke-FT?h5quq>lMAG;_7k{;z@c=Fv6eg@)JM% z(QKFJ%=c^klK<1NBbf*Orome0{s_@3eBvC~XQ#>`G#VtP6*YI16glScgCXSl4iE03 zc~jcmAwK*gUL@;z74|rorwq{IB8=YyiL7`1%K0OW(9nD_)m*njJU*UH`jN7|`Q;nE zl@uvA^QC)nt~<7kr1!_hK3t1CaiF~OC-9XXKK+s8#bGf(49`B!?2P`+(Ifr60Onbl zmh~mGu&@*+{YHc1alQ`R!|ng{^M*E$<7iD7=E+zmx^KXuQz3dO9(}?>SFuNb+WqFN z4XzX?kt?-0vTpN3QWb)4Rk~;GXL9A;$ip-HzHhABJmO6pO5W-A;zV{(7bC}TUQtbq zKfot{h@W-Iv_&uV`Oq7%EyOE2llcgqawTm>iF{?Tp%5D{;yVZ7>FdzmEb_Ex&+6JG z8eYZ9Q;dHEyX^I@5sjPRNpWto_FB7WY;ZhIk~y?G7kR*$^d?OsuT$6)He zBHNwf;c9k?70Y|K5N_+C-HDaIa{L774T8?+#%jSbZ^OGYi>0pn?HIV1&FVp-0etT^ z-{(&L`L1FHLFRB{X1#Ojd}j6ULn2x3#P`zIk!;h```!GuHf9gU*yq{01xz}7b%GhP z5DR~YAM<=V-W+_V^RoVW1%ytA>Ros*!;9ojS}#(pz=rLtl$~qIJwK4mYmuc88zpnx5G}?+Aa_QKYX7S9_F?1}Hk*sj zFXP!J$gM3nqZ27hk-I!k$}_zgVpnVO4~NUuSUwrglI`eSpQTFZ60zt%_RDjlwnlo| zmBXOHuoS(kSvzLeEpKclpQ!UVD}$B24b9fzfDu?o^^p8fb2h*HVNl^khj8u2$#FFO~ClBf~?Tf=&}Lph9| z|H0)u9+N$v)oF17y}!lHxAn9XBF8)4#?14lbNfTTEVd5w$uBVc!Z_7gGqqu_#JYp& zw*)?$pdYp!$C|b1`x?pDvFBkvEy4F6rE@zHq~hGQ_|=|7Gn{{D#AROgOhD&FFO>5 z{CzxP7D-Qp;uu=r%>&wE!x6OK#~!2jeeO#XV$tj1a*3nU_+)m&rGE4lI_CaB){^ei z#~dErnon1v|8KnEGQM&yer|L84iwYkHs@uJ&8K?5 zj5Ye`DYZ4`&}ovnJo#@L&^}1;%jKqM`TL&maJ_)+>w{rE$hy5fAk*j zQ$zP)GOcH&w|PNLvrVe3d?iAS<{Kjm=E#j0G>?Tpp!YO(DdPBN7&M{aF71wjD7u+! z`xTsXl{m1Qe1F67JU%j<^@qXfT6V}&uu^=oyeRgDE0g5*%UZXVaQlnV$1EMzQz1|D1ATX7ga^nIv8|0B-*mf@nkzzY?_P>Tb(tB$JT>n z>WA+pdG3tnI&K+@o#NUynP)#Y>Ui2cqo1YDDWiwqj5E+VA49DIKT9?CV{l-hSMTzS zBQbb01m@uQQ_!gagPOQ=GjAI&%I4aABk7isGj-*1m*5C(is17HZ1b@AlKkukh$&U! zn7gcF#JP`g;TJxb12J_~>q`H>p-7CI! zW{r7fn?Yp#O55zIkH;mCW$IksO}|{Tyue0TP4qK_KHyKM7R+vYFgp3cijXZU^q0eX z6W&ZU+A*#+QemYI{uSnpwTzbh6;olf6qE1JYjQumB%Y*Zc0Z#Rhu|K(%F47WMT#1{ zXenPA>h95%db%B3hGIb{n6;$&zqI_6w)rmpmFV;`=Do)IZ-K@pczlK*{~EiRqle(v z1dM%xPppOHB%WT<>#=?k=TmjNov1oNzfX#!S!;X0nPM27XRv--XlKpGvt%EweeTws zfkV%d{vk-8BpPNt;)$$Kk~GO7SQ<-K^Qx?n`q--(W|G5kE7wss^N!S~I3GXW6Nwu_ z^*ekx7N^eU4U2hj_E){H-+tJCp7Un%i`${H1ly{@C%NZ$;N>smy2Mq-0=V?n>Q7ef zPQTi`wg&W9K{0E|69@Y7-diAY7z9ot+jDHbp8wo}Rapa@tb=zMA$jEgHuq(nPj(xW zW1|~Iza#bCiVd4+ne5N0_4x*VP1foy(RYbamhhTN`pw#@;p9*C!|e9nPWtUVuxY^yuv5kEN+dlztwkYuXe|YRPd;d&(lPs=2(<_ ziMiWwvRKfa4`pxo-A4b04!7a?&*rD6>6=<_S%sFB9;v~a%IV3|d@e?e6(6(yqOb^` zmFsm#d^l`sk@#a*0VB)}gPmDKk0&^zAto$l`-`yZF_yRmuaaN0r#O8=3x z--QWPSgi)1ejD5S_~Z;{*CYF#Jfbd{2C@9nq^W_IS?$nHZ}(tQKd-m))0@~RYp7~_ zy&ZG2xA{3|j3CYLaGa}M_8F{W@5SCffid5ccobbKvVJ-Iug99}@VPw?Ifw_3!|vQQ z%X7CE%z??(m-;gIJL>}xstg$paYnMbFQwyG(8~_>hauF#Sbvk{T3D9HK=5mMLYLC3M&Cb$g|8P>pmnk%ewxRzZbsd4rKi3>FXqCauRfE9yt1>3!|hSm1P|fs zLs(pkzRk=yYv`94oNsEW!f*iwmgU!l;8hmlfBF17I2?udJK&ccT1&{-n)a!Q*PHGO z#E;8GoA02rkt7d^CO=|8Au`lrk&8%`?6waxO2v(7MA%72k9`D4mzJB}CT zdvVq?eahF*b#|))#$W1_^<>Qb-5c@z2ea@uB<#nhGn;;fJCE~$k65BLxlhu12aS^> z{mp`i_yAk>)xID3&&7b`D*K;NUKT}?SNU>&|Bzk_W7^r`S_w!br@-^9(utoJ)8jd` z@1&RRu>H=A))96c*nN~3_ay96ujofM%&LGg+Sh<_51w?6{kV zHVtX^4JNI_qpW`Ii|JR3!c$3bCq67S!ohkdf3ChKZ>?Z%q(Au_$&0*%?P;<_=IbX z<|H~^PpKe(FZR@cQDvT*8qjZ>tv1rCwO5PGlF3z-XN=phYd0Qb-T3v8>}#Z9V#u?u z=ZZQrl>@f2_d;waC%(34)0O&*C$yo*68#T=O7>)BrOd6O^$#qY6}q31`9PXJEdJz* zuo(HjFo!*cUC+?GHA&W!I$6Wlz%}2IvP<|u8nrT4=X*$5Xl7^a1MttYtLfhVg};N~ zRGQ_wvTIk`2j#1^pGc~=$&g%U*%LCAyd^MT5QZlA+-UEo7&G_neqo8~Fgeea`6kyg z7ip8o`zi^temy%*Zxh2Nv%&)Ue*n!PBrgt~*Niq2cL(#XhvAU*4%s>X7d}0vzn?^@ zmMr`UoL(XC5VBs&dMEOLm-JD|ks8KmFTPaM?_82DFiUSTJN@B*IDQ6s2Gc27$4j%% zVDrI3vFA+@Z<#CDJIH#Bag#}+xzQiP+~{7J2FXnJkuyrudICL%iXN%L@IN#Ci|n;V zq*;sMt@K#R->jTV-S->GahyI&`%PBO0XRRD99ePm4KFG~i)-}p5Z27V`0X@o$WqVo zot~I-vUb0k4?lDMVp0@>_ziGs2#veo+JL8IW&TIFG6@b(kzyB#cC%Y57OmAsR=U)} zfur%_XjdH5N&c{28`Hm?9_E|R&n;l-I^#UUKHJR`so9n1mUpquakw=YPj}(rP3+xS zOi1;OOUy^vWBCYFU!>{lTAoAiZwom12L}Aj?~{qA5X>6FwE}jGX8){5>Mi0Gf2lJh*E1Bp!$6aLW;&mYwA7F$lAW+OF zm$CnR9L`F|nT{qGPGt<4L+{mM)pWZ3W48H8i&XC1O5^Wnd^h=$YcLsO>##xgTm9(T zsU1(c0ix^8R+&l0(qR@0zlTBDKU0Ma$p-Ta>lSykChhYa_J@M+VXK{6kItzR-3inG zX7haac$b~>-8J9w4klwV4VEy**|Z)*<1xl<&5HNZtP5~EZY(Afg(yS1o8 zm#kDxz4I4%%Y0V2n2sll0d-t?PQ%a}XxP=6_wvZY>6@$6i?n)+_P2>Ld9ME#7Bzz7 zR^D7yKO4o4%B21uY1;F%WC81h>B-#Pl~?}@hm*;gx}IOs=XWf)MvUoB+qFDp2K;)n zd-jHZ=Kt;ZlDqkB$iz5nG<(N2$n=x-e_;C>0Xs!{{fr z?%>GzV%zh+HB5%x!&;B=`DfU&2qNX#s-0t<#Li?KTFt-yfMV*buh!SK?6{qtSs^l= z1y;c5DG_)tZ70H}4@pY$@(UfE#7n}89vGNP>r1qo&2l4fH2aIQgCO6bc9JGpnP)gI0D!m&Bgz!B1Ad8eUxillQ!O9j{XxzPa90dtn{6UFFqo zp0e32I;X&k>WP?Z=r*PxX6AcvqSG3smgQ**;Bvg5eWT@fq9Nt*454auCcCgv>UlS zcn(MRX#XX4P2-bKi8gInDf>I>LT|kpb+J~{p|sT*AF*~L@=k!rYcPM0?N{>B+)wCN zFlK7YeJl2*4smhqPV;#oqbwAwQUhx`yL?54L&=t^oTrj_u=o{eQ!nR0zp>lr*j^k0 zc}|&Hlt25M+D#p4nK~8E>#>;e-)8&NB>ILAWX1mhIDe5(N9g%_vfhYQKN!wZs00Fel#+2AD4&x_4m;C~l zksy_^df;<67$w8!;XLXO{eHw7HaT8GUmx?mXZg^tM*R>2y77mWSUib`=R5le=AFCg zp6{?53a&kq8L9+XuJxT@sqwb(onxJOAVzP}Zl@Sn2x1NB^}U|oXYH$T=xHP8JJ!k2 zTE$nAcf11h>x*g6V&D~Ir~u7EY_W`g|LXijthv##JA9tnDB=7f_Wg-93*ksA_1*8? z<1~JdXP?I7vwr0Y_P9r^dw_4A?%3xvz6I~=^7kLvJG)p)nEkSIB{|JcG5cI8qLzet z8;Q4OyfZlq;D7${6EYs4R0<*83ib zsjp&w5%$ll_c|?80p?(Hb6@sbqRm_E)eGh?8s`|2CRggIj@98MZ^O44-@lt4&uTRn zOINe)JKopAn~nwYe2A$Vod1MR^CaT}l4f=PcVt|KL-WL>-;zNli$%8`~a*PwLRV#2$@ZL*}Vr88%FIsNb-9C5#6fH>(Wuv}hJR zPr&<4B6+T>E;bwe;mFNiO@P9c5dOnxndw*ag7!F;>cCmwbT-|Wv~b?6~6ltK3zrUn{al#k!}%|VgMPKi0)7a~#ke*M9^ToFX?7x}LU1&Ov4QA6k>n+PcDtYo6@q?Z?-Wm2qjDHUX zU+m0#+4CIH>nePC4Zc}Zk!MOx_~p$cZ|rB0ez%IPSzlJ&SVicaDti~RYpP3pg_&>r zoukcmy_{s`evf|_H)^Wf4<_ph-qsI#Bk=hz??2@6J&l$poFD2rt5=po_)bw_sc4kS zf1m1ST0xA?J?vzfO8%sQSA6;=^gOT!WDOtvo9sPD#-K*EHvFsK;^sOir zl=FOL8Mzu`dhQk;>_{z9U?kt{>HXh(pRl=jI##+~ogT6j$2kJ%M+3v1j$mc`IcCbchM`n48?MXFp){12KuPd(UVc+&F_!0QVM|D(kMh-JOd+4>so=WCq$*SkCq*^9NQ zGcvqDhUIKthHY|(`z*2G3D)>k47O<#J=JyJD{OlU zUtY+szQlnR*phq^s~~!~c#$k7g`kxT_18c&nU}Ip_gdWSi|M`1MYph3a++5m?Ku2O z{mIwqKUTj(F?fminEZmtV)UNT4<^}hEsQ1lx3|?Sv4zO_rr+#&P?{p&MezR|Cbb84esObS!J44i#;KI1LhuWu+sQhXE7bJ8=dzETYhWwqhXtSTkn%|77c$O#WX0@VeqTa`3M zvfMAy&jR`$gX1k|Qv$-@z&d-)Q#Jf&p4FKwbuqU&>*Zd2V~FP2eRcY^!L>a``JJ41 z(XS&u?IFQ^aL&`L9_E}Qc*=M_IErk8Ns!eY6>%uF!#-vEvgAna`}KT1S60<=ONgQT8no4&@ge zStHr-vPkk(tuJQUV^37(;Ls?@kxj3(Mc?Xe~Od#J)52HCg+$Y+Kp6FB|JXdghzMQdo52hvmhS zrN+4l%HOi&VB`S|)n0;dh_Yr7FF) zi)H2bejgT@q4#}km^EW1>63W*5S$*;#}>F&H5ZH^)tP+ZEUmJuI9Cz(vU=voBXM&b z?o`C@5#rJ`^GajU?PW)Xdo{r8Gg+jsX!?O`yh^()MW9)Mg9&2W4`U^Sd!)bQZk9m!_XJ~eSm)- zjW-jGm$g@4!zep^1{k>mT;{RhEEY-Kh9``5sUCV5?_GH2DN!|%JL_>%pCx!Nf!KE} z`l&My^1Drsk7HLQWBlw$8-9F-c3EF@G$z#4XBXaa4!Qp@o2=JQH?!RDSiIQ`_!Fk* z8BnSyJ%KTIIX^q5vg&*qUL2yItn}+amI*XV+~}akVWMz1{go1X|Kj7%L-<(!^A_Z9 zF$FXB*YMvbJ}#$g2Ux7cqM`bI3wtN9L>c{jz{+L#WU_h95ohX%9?AGH zk+*E8Wxhr2!?MwiKgtTN`DJos=G$R?{2Ysq6Mf#;Jh6l(OW1!o>FV=?F|PfR&*yUt zpHBYbH2#p)yF=m~9@>C<3*xIwBJOg?8h5Sm)5jgPLgCA zs}8j>G`fV(q(=P_M*By6N{)f$ER<($^LX92qGK1a^lI0)#}&+_x8d3@zIrX&Rw4am zYD5YLeAu0*r})7aZKg(Lt)p}d82s2>)4Yun8^&h8_%9* zjh=dJL8FP-RZ|byEqANm8LXG;q6fh7PL`=et4X+*{nD%XO=@qR?e#vr%=G?ddjD&r z}IU^gKa}j>askT~-BLLej@X z&*bcRNaQ_}2iDV59r(RYzlJP(yHWa(_GjAO>sl;TO;%yrK2c_*8LJ5`W|99!c7Bis zyZH1+UQhM=4C#KMLpu>9*G#`)%VDl5QY$fQ0w2(C>R{z*;ubcZLB|^~{Z^7ah!xqf zn>vV#dFf*;+R-PUJHNBfrt_T<@1z2A_TgszR_Yf&BbH{~ z_yjidap`z^9VHrdDDbURT}*a}ax~vdm%gle9sX_P?_c}>1^w^B@SF6s5Zl?S}c{clEbm3nX-#_ zz0Gr1lj0e^_FzFoz0K_N|9i0O=&v68Z-Q`5N5`2v?#AmaVqFakC?jgNcFlD?ulbjK zlR@wg-nbpw*R%Q)@SG-6+>L9=Cbk5F4&d#3St2V~pCQqc7+nGzZo{$SV*Ci)Z79Cv zsZbYMB^UQ){$|hIcmA(-W_#mwWzS@Dd5MK`H~UXmc7{YUbN^xP`dy!S!g(cLEEYkV zLZ&}#COcyY-LEiOGqPqKSl0awW5ENptcMZL@wsFlp8&hR+5LwClvCGxCrvBTY%OFq z^NC0Gem1|Wqo=INp2u?6^2_9XKMP*(4GVnZ7w7(l@&D557S_y;ywvX4h(*;z&eh~ufK%D0I2H=$JNg{C-{l?2IW~p8 zvi_~4NV%L9691ATvU}0YRo!3ww)vI8+`>^KFJ!N zlBf<1HjuB6&oaVuHlSOoLfm51X=c@`kZo@MN$sXjU^$#e=9y%!8Fpe-?(I~B z@5AgfQe;Rio%^x#TYrZ@pgvDNMa=4|)nW)w5$!u*?QpLS#;klZ{sUS&S-lmuOf8tz zlcO)YFkj%Ub@lau&x(+96xlXAGiwUU6-1k=G#((1m4Q*^0+fsL$a$h#vYa+zi??8$ zHODQC(;J5W;85z|?V{ywy`KQ;3E+;COhJHBJ{S%pS-q z{k@&$xlY-IeMi9L1)~pO=@xwVeG+Wby0-b^QSqY;t$s1?UcKjPYbPFVqtjNJpM{Of zVB8O;AB!<(@|Vl`!E}6_Pp*n|9wtKc^GR}Wq$bX({OJ=?H5D~_<6JM=WSwp5sD4GG zQW(~nJ+||p%lJuYRvyUb_VAnm+TDc<4-~}69dNz`Rv*w~8GfcdT0iGqDti3CM=yoO z4Mu!XOiUj7(_I&4CVz?TvtFRAkg&1^EZXPe8h@G0j{X05Rho6l0YXZr`wOclIO zNm~K>19{`SeC=g_yR%$s&%6esth^cl?Rzn2Fz^Z*t1N!zTMfdL1vD zFCtcf&@$Y=6@D-C%V8w_hgWrm_MyB#6^-_a2wBm#2_mC>n#$%4*>8kdp<01g-i7H$ z8!0;&GIwQ^4?StL~EEtMmRoV4YQhzNn)b}cPwTqeG?$g)D z5Nsfho#4z4da10B_7g&6A(xYrb(GjJDAw*9jLp`(gSe3vW+SJOJrk*q6Qk#~Sww_KFwn!NWCl%9@TL zu5oIxTw(024WlRZez(5IVfAaSL2u)4)uFM19OLM{kWP!dTBWBvmC7FKiY(R@W7_kp zQqI`HyY46ZVdU6r%y;?KJnZ?Ng;UGo7asI6E-r&*GAd-}`CTw+$C_E$GKRigur-xM zPZj}YhzA|Ctpm{`^tcmlU5(Y(r%yWihISKq;y{}9WToS2@(f!YNrp4vpL+${{H@6< zXR`HPXBQ@IN#5U+W-s%N3Z!dcUYv}_Md5iEX(mFiAMS188QE9z3ZBn2T2|(iGsaCc z_)EWaU_V#<&Q;c<=Aie)unt&t30aEqpAjlNVVc44;u9& z(fN9o%u42w5c>ynFNE_I?3L%-XF7kM(MLEkkz7Og)wd*=MfcAN=ElCbcrrESsZB33908Y9D#|tLRCo=*n$7;7q;(7a*o6+4`I~i{XF+?US6i`U z6}?v$uzQDbA7af%Aap9+wnKL^T#LYF7^^(x^XxUxUao4SSZ~~aM3%>JJbOX1cDE}$ zFW`TvD!iZbvu^htth|tIvtRE`9&iF5?d<%C_>*dxjY)B{**8`3Dw6sroM^<0Dq;I7 zzFS1wV|mQeY;@OT&9Khbu)8S8w#W(Py6IYpAjdYL35hS7UjyA?a6g6a*d zn7pR5cv+s*Co@0^xIRmc`Fc&oukOZ3R=2xFlh1tPNsXEIus)J?tK!gow7-DFC2+W? zxcV@^ZpV)&xyq@{qIm*yoKc5CY>D`AsP}82e>6Yo4A)cwOeVl&R7<^`HGHSM)_ZAo zm^RtFcQ?ycV4-u^{ZvuAvhzAXYc)x(fKqKdxg8fPl6ingn7G+aZU~KBAR^u_nM3nlhmixWUyt|F%?_h`5;P)w6ZgfRf z31e31ttkJP%;u{|_cNV3@}#w_cs?sO60Hwl-T!#Y3jI9H#uvNJn`(B;w~U!slV`K# z`D?COU#5NbXI=%Ve8XG}!Q=uf2h-N<-U5?cVnJ7v6~f#i|ez=-h^ItXgnUeouIZDBI9s(0X9Di-!pm6 z!>n)|pw=nY9+L zviNLVnW%?*Mc7>H9j5PIteQ16ACRpLCS^5wR#r^b-*#L+nk?DLnmu`I;rJ9zRdO^> zOY)uRLJ=c*bh56ZC^V7>Xt_~SiR31H&UN1d*ncsMlly5b9S7<2b5boMan^GD2Avz( zp&<;nvwwH5>WU=gY1TtrD?_%fG%G6R_s6@Z^);6?S72^YuTuB*S>Hu|fpHP@<#}eN z?6*l)p9+rNg+qNr#xL>yeheD}iL97NzN|w;&Q4@XJ-p%=@jJbq=A}*f=_Ga;gTIrt z=modb+}a}sza)-bV?KQZW3S^ct(}#~)}Q>z|C0=Fc^do~_TOjJyU6$m|LGzcq>B1B z(d!2>_B64-6De{p<~BA?e#6c1Pe!!lyLc9oL$P=-Mwi0B@9_3KQch#7WW-wo;jQM8 z6G$@)&$5r@b5a}&!Dr1%%Z+-Z2tN%|PUR!18jvR>$vK*RUa2E`xtNtoKB-by6g&FT zWiN)$b7Uu0PBc5$bVZfDuD$s8HO`q$zT})Z)vLYqzm+fjF3MK-{|U3-BgRjrmDP0L z!b%6?>Sw&Y8)^2Dv?N5bgK{4L1qRU55b9k_*)0-2GY5u ztMDFt?K{5l4_jX+CQV_lnWUak@P9c=?jq5}^c|qrb^QBkJ>>3ep4}eH1}|dGN6u)0 zkJvJEZ25xg<=c%{2A;!Q;rsyOt6AtQ7RY*$zs0zG1KdiV zQ~A%S{PYbxN+!TX`q)x1-gMdKC6qDo=b!`o84; z3=;W{bvBzEV#H&$|A0mNiJ{wENiJlKon+2k`T72K*5fr;zstL1X}{dxCHy4ypWcUm zId;8*t$xIWJEY<-9@`k$h68_b2QZ2 z^2lX0tVrJ{pxqiqsezmIyi&e!KO5nu{?JO#sbB)tI& zBUx<{>pX%bUusvaAeJ?Q^(j89O!DgV*h#yo{4ka*MCV*xUa9>i>^+lSS;4lgz(32d z=VhesWY*Y0`vH1SmiTr0xe|h(!C<^d*c0!L{DLy2*&;GRaR;o zMUHN~=K;3PzUX{gUa!SsN0S4r9h<-4N@}#;AA@^aKHh*V-$S9h^QN-#e7ZJ=?s1}Q zFPLUmV@KZE6(XOA_I1poOZi3CbW}5|9LW#QgU-wB(+xX*ra^ttIu+O!!laA;`ygDB z1v>MPTj=v9_BDjoIuc&4@2C8~8#kKbU+Qz7tcT=UJ`kF(>A3~jQUi4q?w>;1J9x!f zpOwPI6Ueh%)IXGu+&F+OR{R=bL&vl{+cvbGX8nwdX`>HQoGnn{BbXmz?#+T!vN`a9W~xto<8`KdDAghUtM z>1J%{;&@Xrq&3^+iO@j0JWG<^=9@DMt~5qs><*~^iq}JN=@On$j68XMd>#Aej(TN$ z9zn-D_(k$@?Bpr`@c4bA_tP{?Md%66sm|6@NmPZz-?P~HbltA)5*XHS#nIHbQ=#=R zAN+v5k2S*%awM65zQ^p2JnI5>`41ag(fCcRCh+QOv^m}Qd+8tFz6j3Aq|(KBV~xEY zN{^6b15Adn_5&i;U~MjBzw^pYp$aZIH znN@9B4=~Z$Jz$cn)N>pe;nOO5Ih|dWIe#c$X<(GYU5D)_YJCKe_O$JzZGGt1#^TRu zR~H9cWBM{@9>ZqIIG)`Yh4p)-ezLRjU|x{5+b5cX4}sg`?7ILPk_G5ks8`}Q@51SM zW0%3xWRhBqh1Zj*7752=MU*Q#<7ifU?jd1GOnVcH7vshvzWFWteq*+O zTwhg0(NrR@#bf*N%fCsOD4yM6bM8}~2vnurtK6VZq z_ZKUNX)_(uTZ%}H&AzkPF#FgJgmweRXNZXZ8M_c}OgH1~Vz&wO|I;<>8BjWdp65CC zzDR$7Xp-;$57IX~QR=cs>cp-$BTS}Wb{f^^T@8(W8~kS&uP=L~9#!(zyz2c@F=8~& zJX0_E?$(%9YT!sJSN)A`gy-~$ip_cETb2xpFl&(-Xg^}~sN+1>vQeq2ra!+1q9 z4sH--l9?#0)o*rQ9UeW1rpw6mDJhd3dQd_1&5n)>+5SLQ>F)m!pQp;_czspF_>1+o zzws}pDCQtFl=WR|QkxbQAop7U`0+y{aA?!Qlwj zd7j>L;k*=%ok@QHJ6`B@o|gQ9kEgIjapz>$*hUhZg#X_|>u;?}m;tjAtd$Xl>U9f5 zFYygFcZE}h@jhHhUFf4Ad^NsicFbOo#*oYvWmoZLm9|;`SXs-hbeb>vBws@XKRxK* zjQ(q!TS;thN1{|e*iEm#*qo<-SJHHUOgxHxQW38mo;5RL@qk%u zsu(yM$GVXqb?1_2Zw)!}B)hnIr~>Ybs7RFdk8vD?UdIM030*(XE)3X)FpYCR;r)OM5JcSAE7PhN(|`#e0m&ua6q zZ6Z}|x(*}b9Qw|3Msi$?#*4o&yPPpsv*2N3z(x3(3a)$EJnVl&tR1b7S;pw(+`r(Q zo&EJ$zdP&PQxM&rfL-Flq1tBe)jza9SnPP5mH#x>WPj(H&Px*zsxADjxaCk-kr_*YKQF@Xs*GQ*{aa)|xQ4APDu4Hy^h(jN+Yw~ zY!y09q5WW%xZUTkv)N~C`!>n;*YlU6=p-ImNmQsN-n{G6hhdnyIRiz7)%e;)Ps?yI znU$BpG2hb1koz=vRCe@GDCa)nIaoJc)I621B!l?n7+u@!)7>~P&^Wu9Hj`%+FMbj} zdwn_)b`|k1brmkbr766j5d2GG_;naCo)zy3ywxuiJ=?kHX;>UcE%0 zd3tygsgv`tIGl3@vdFv1;?M{dJR1U?9m{pz5=h-k!fM7TZPXDsdrSz1%^DJ-qib^0#$nGTj_rFlX=ZS#n~e&#cdB1M~mEAkVtK zChsCzS97KPIqb9dI`=x~@!L7%%bxV{qGjqFFNR_=ybU1hI{nlpT| zK$ARkKFYk2m3NC^m5Owk5vpR_7TzMg5=W|Cka zd9!M^6s^C5`Wn&ZarVhK(&vm;4M*SM35P)XFui<7u7P;m!ZpcXVqh`-{7IW+amthH zyRoqu9X@wXs?M&)yjXpWnI%`cs|%v_HGJVfUezB@|H83+i(8A|!!cqaqide(WZ%nBJl#UCul%h`uo129a(1$*)`Ca&tlork$&CIZj{IRZoe!-U+9&^icY5brbiQ?c4&9cH zOoPX2k#!8bI+3h6OQlkKaT>p**W8oOzU%d_cXP+^SaITdJ+AY2CQDrl%{;Gs5%w)b zrMuWR&&{*S^))j@YQ*Ip$xL%cR%Yj0<3$A?e4$>)k-9rP2k?%uy!=ctaIM$LwX=sN zpU`6>YsTM7VNO=QRxR-D?5&=IvBk0aMixlk$7CX0PQrG2Sc&~t@YROos>i}({r?+} zk_l_BD4Nyw{mGVlcUcoqj|ctaj5fymkKJCvr`9wn#Tq4y{|ZJ7!|7C1sA9HgFOHlK z-DC#;N~AA|I~yH85_StQxf6|Vg=;cL<;o^mn&&_=m8-MX=`2yDCtt}9=0Y$?Mx{dH z=p8tc+5aGYH`Zg~^I-GAVxE03%cZ_gQRuGo{}-*w`*bGjRT8JVK_``=3W;LtXq9Z0 z*OF+mPK?Rpw~!Gd@3fb5#>ZS)D) zI0rVvMY!a7&HB&hA(FgGvskVyp10yNAGy|Lbs_!~6Q43(?u9&sr8W7~G8TIqbE`S4G&yU~A>Ykk$I8@p zOU3K#*7+BQv&Vk~q;I8pvV&($<~?{n0w3pN)O+UJW;pmB6u!Xl2hF{`y&ehgNN?2vz+xD-gI;=lQjah z=rSI+uOLBVtXu8c>3Odv;YY4Rn(FyCI_$*SdvUHJ7Cuh*?Kt|E2-Hi2xzMO1_3|pI zKX7Cj3-{A|9a`oo_n*c%l=aRo==W6Ueqr1};z8<@K1Y+{_&rsN(Y)$S(dZ2FpYL^F z5kLEKlhOTX*u7%Jc{J$7Gk)g%g~hrlFwDNTJk@V#)N%SQ1+^J$cZ?oW6}GeY&$GuK zdLHe}vQQr7lUj~ehG=+_ zq*C2D7VO1KAB4l7xRUF(C;7ukJn=vbUu`zcclv8-QFasezJ;ZS z(m5*^yNhC*>7CW>h530MKYN{Vl@YEWdrg+P#TD3P?0b**yTsc(0sn?%uR<@`26~Y9 z5FWajKP0#RXnk$+*^=qq{W8$m7=I)DL8SiH3<1HLpiD{Q&`*8lViGO_}UOl4KW;X9F!elSmBjjl8lXswSiV>rqj*W=^Qm~Xd;zb{l?bByJn$<7hTI#(dbK*~Cj`FMIG_d%R0UqvN1hpX^JZk~{UiMbEYT>?WG0`ss9@d!(Q2JA8tCpR?L@l0GahZE&@G zu6{OP-f#XsMVsF6%F~Gz?DmpZJ8^fH$dL-^$-my*sNazAYfQ*9xmlQX7wgB|V3ta0q!Mx|qSpP@Toq%gK zeSZKKNl}s_Dk?*UB$7ymN`@p22$d%Ct4O8{4aiWMHHf4EA)!)Igi1x3N+E?b$W)OO zX?p&j@BKgbx%a;Bd-mCTt?&A-waKMq$&UNPUYiSYut+t!ysQA+DpaWD@Zg4G9yVl zn|(gQl$Rlw>Pj`e?<8LTgF$z?YW*7H+QGI946@2~hX_>>yX$Ciq9gT<|1_EF((5ja z7>Ml;k#!awy6}<8;@d$ye~9RmT2-}STvjhVXfhObFN+d0^uLe12hjX7{?xhPjGFBH zmY-kYT92$*a}fWpO@ej2X91g}-r)Bl`1Ne@lc@fnE1c)_F~vE>$(CsGv(bOW;MCT= zinP~}%GU1%lPCaz1HAcZ}H(9oY72# zC@^p@J@SxvUf@iqKBdCFqhp?vgoN5-+q z3-Hc*z}oPQ40%?Y?-k$CZbX6KJxkhTn$DWDVfxKA_J^)EiqbY!lQ&@J9XxP7-Hvqb zR=p%&VGC@og&9x6q&b|jqx}Thr-IT0SX>m6N0aV({dN*{>XQF7zVjo?T&u5BG4W>+ z>rYzl(R+CupG1-?X?!k(yV0pTT_(|D2Iedf_qWsHMELFHjonxv^=g{XZN1mYIWbCf zxraaZqSN2d&CaRSe5#(G%KZ35@$3Wgq>4-@Z9Wx07DD2`0_jFLlIPoh@P>T%%Q~cA z%$p<32s>E$JxCYU<2ZbHPh6R0ob@>R1AVie=pfM{dCV`zk@;k4N&9vrdcde;VY*xcOO*sVx-4!+$+wj)^gB7OJJTdF-R z_t^;O?d2QGuyY;MFMwZZ_Fsx$U$Xux2(`kID%e*^-^t_i9=m2Q`#vmPfT!8Bc_-;s zYm@bymHFYPY_*X6lHn@fCGMn6BbuLxmEY6!3T+zWR9`aHfy*Jd@rQ`@t9M(l;21HY zD@(01&&Y)IvqO}8hx0U@R}L9J|CNdD|_JDgVY;%R;o20jHe}8>PZru2cT%XL z()nh!NqBSt4N@g(8ib1SwKG}t4N~33V*RnHu!w#DZVut~7l=f8uJtD#B+JNcel|H; zj+d-(U7dYev+3TR_50&mc20JMZtl&WLzh2sXoho-X8rE;c^4*ypxJ~ZH?T)V(qBR2 zRO-w%_QO~}(=LQSR(<_{e&0G|%}TX=JE??E z&l>Cff=DoqPG39n4r~30A6aRY{Cd+x;!)(ubD784aUgvfXqC08-?<`qlCCAN_g?b- z&cm|Dup^7?^FC{J#^@)z^OCn=a{=eirOn6mOI?x=dC3d@U%`7beN-p-#y?sa zYbHj&N#pu7JPAL0(PFVrABRse(#~YhFL?Zatn&Z$O=e+hQTn|i`ZS09v22;TAa@kR z=dAPlm$X;YC$q|Go;H!hBU!lu4m`^Hk6`c>kQzpveO{eSn;AQKiVM-Sv9sS7D<_-D z-@x-y&UjoL>BDld*gxLCW|mHl_;@Cg}hXpNQLhj;>xEmDoTbwU3slH z!tdB!25;WsU2UM3or@=V-& zdaS~NgUCC;=R^JOkE<=Aum^kNZ_V)SFy{_{=@-zuo?K&n(%4zuaJ0HUE^s}x4{Q6d z%6=I4AC#UJBWAElGJdpW%U^j%J$_ctdH;j)9@gm#frI%^Rk9w#(pe9Z^)`9hdX1Q~ z()Wy8NibfopE{DYNpnT2BOr7pKMm%+VYP=Y>&2JLY1M;OKVg}R#Phl^8bq$^dGmBK z#S3@&9gGRr`FkaAdzvri8_B7xn`{XOh$-LWK^eUMng4V({&e`y=Z)Wx{5i~hQLAv{ zHB87#w=W^np&(|oFjEX<$4Y!6*(pvGwGMLr4&MtZLU)Qt{~vzdia|wanEV(o@tu=N zmwR&M^mm({Z*^WH?0S<=T}YB!aX33UW}8zkGD23eXT8iu*v~RTGt&2S)syT5A3$v^ zo=l z)gn~xuoc3FtX!?iZrKCzBCLz~{D}e^XB|hfJ07pEGUVIFGPCK?gJ)gjlfo>K+%GTs zJD60*u)txsGEUT*rqx~gtSUB5^t!u<^Pq9hqtQj8_rp9o_jAw0{!|CKk!K%5&ry)f z+Tc{s?c16QRgZ}So7ilfk+<;qX2$Ko z;<+*@BPJw!cq5Uw4pejJDs>{Z;`DI^S9WB3OEclq*-Sv7qUK~q~?AJXAS2psGJ4ujgc!Oa& zn^x^`Zv;LpB7bFmnc8=$W0jhb!(jd;E+47QbI{ATjP-cbR0PaDsb%8!0W9z>2~%Y) zD{c-EU5l{B{?JTyst4IOl~T83MKYBh?_Jhn=icW5xca(L|HkRe*2z%1m+gwtxvqW> zHDe_6Ps?Y-Ne0k)5B*SV0;BF@`Pt3iBmr)>(-} zEuoxDdTXIPkG*QsX{Q+Xs;F=nADMzxt9+VDD~~|)4^m%NVBxNMZb`GOK**E-8REqZ zKPAMx?&Nt~oO>J^$@AV1TB*nL6U_I*bC#Zykuo)0TeH&u-)=r+p`##M6z59AXTJA8 z@PpX7itCD_MVRP1hO8aM$0^P(;parMC7;*%{+|rZ)cKe!)@>qxUv^were3&_of2oT zP_AJ*^3f-u{fh{C4@rL2!xj3-ebKDmcpKKKM3>qIWBGC~a&P7d`;#qqBOZt41k!ZZ z_gH%T=A2?IT^**MVDiPH?NjEO1|m;tL~l0Q(fHI`gc(TFr&;bRlJth*O6)$}eE%Pm z?!u2+#>`Ht>`%N9ru#&mWNgUwQ=V5G&IU)&?;yT)3E*!b&Q zac*Jjtl%t!g_nt0Z;Dj8LzC>^x6mq?+uM`tbdfC2HAg|HFUE9sZW)}cruWWz$_kCm z=FLu+)e90EU~|8Ivja1`HgW}&oKe}`dttIDQF9vKwd-E~E}w_CKt|#%BB` zD=^8}v+d!anR;4Fa{uRfVTsMYB(N#)WX4i1CN=*DZd(V$pVfH)D4> zSB2Tp^FNlDirG)n?nfAv)uIQvi_`i|n2ccIe~+uisB@TCrqJC}r& z*#8ynvsb?u#FL?Y2W>X$?;^gENLUh^J8P5c!nX9k*$grjchASLtkc?pD<4C96UkFk z>ks;N_bU5RYq{3Q-NSs(SWl{lXp;((H$eAq_V0kX2WVN6rOM!6KM1E%ed?ta_I?D! zHi~_{d2n`8tc24ZXP>Us79O>nggr^!9qZP>{9Lb75p)Cj-)8xFupDlr8@0^S&3~~q zPvcu-Xa{yZk7TLvJQWj~i3)j&7AxKCvmcF^`!7$471^n@1D3fz{s!4flY3{uxv6oQ z=Nx<4AXlYTNt-8yzp}~#62F3RPh-dozdvEgktEGkU=ghoti$d^z$6YsjQWC=)2!ut~Ja1QIVD7bR@!>E5_YI)K0Mq`|BjE`XcA{{Rk zOBO+Ff)@T}k8R9^^SJo3%ajX`1zc#i8;M-On@jk7loT`F>}880UIg5^|XV<`ITSd4Dj7x+ILRDS!d2cn-0Y*>_x$25BPX}gU<}Js>+QH!&3T&~Nj1wR ztdyOo3tb8R&8J?cMMX&W^Vw~z+FNWH?(bz-T-f=&3$UuGhr-%ar0s4N8Rd)%#fxoN zkQF{Xot-D-UxJVRkMw+a?JJEQbvuzvglKCz*jFZRdGwo7yB;T;I+B`d; zzM^L`B~4(-YrQV!e+f*OD|XCfiO1>vtr(N+ay>}-GJa(}&UspGgWIocPz>va()nP1 zoSiclXgA2;S|oXrv@4u{JqElF;kGn7mluBx(_|w5(g@k}`xL9Lq3Jr3&1R9UBGF#w z-ORp=jd~;0JM)aj1uc?W_fz9O3o zd(C&B+T?f#sQXE`7H>@w0;@ssC7BgmOb#x=y_z2aZ)E2eV%c5=T+ zucI-dCL6ztLoaxhO5VlA@&3@+EG8u<+7{N%{nFK9PgUHy1$N8y@uSztyEvM5$uRPi zpBY9?-S5L(alXQnH|sT-0<&)ODA?@et@+mc19bkt`oS2o)x47mbob-XaX8UmMA}56 z`;71pFMAVisb%~#xe7scH~p{m>4n&n)o{g~{Q;Y%`tCPu(St9|q+wQqJ}wsIUf$0l z-XV0DghkbSmYw^_Oh1R7AChI8e(u1N!93+pD0~W&Q(*Uy_}7yp3(2z#!|rp=BkVC4 z9~!dNnf&!|?~cHo)JE9HnoqcP&(+1}5N-&GXUSTDC6lY=O#PmRAunKbo&yYme^)d1 z#m+dNoOO&^tAJa{5%>U2Ht0Vi4{*KD$sV`}e=Z>9TfAVf@sj_m3cc$UM3RYkmh1*UnddJNn?@CApFL=) zWOyBR?_Y3bFj{O#jg^0llN<-RuB5O|doozoz>~TCh&YJRrpLkstoL^7wLqwm~$=#pVorhy5 z8R(o#csmbW?x!uSM??N&K2}+j z_yu+wNqSDf9CEgi--GigSXAS)b6wT6AyG{h&lPN2=cZcD?>N7fu0Qd~C!lf-2|nWO z_uxTtP)DyPXppr~)9BWZUsoi^m1jr2@;87Nd7y%_S`LHY;6Vv^^wv7E)PX zmt1`Bl42s{=aPA$b8@%oEAJYx#1RFvULr$(WA7Bba(|6AQCLEwyUT$B6oLzL%#alR^pB>R)g* zS6%CYJoZ#5e90=uy8`@|4WAXU9x#i4NS3iat;|C8ak39@{}!8;I@*MXXXn=sIFmbk zuQ}F;1P_To??UuIXAOpSV}3A`mF{HYM~(ghOgi%NC7AxG@dg-UF1g+|@@0B`6ffV$ zmizE!tiP$t@*QnnH&zo?StdFTV8@R|NS)On!(sS~>-?u^eTYbU7e=SP&pPa^>XYnP&;6_|d^G#~lUK48u0Bcn>;h}Z z!}f~AE1>!cD}I6@+55QBv9_$ak2jR#Q5{6>3*fz+#ZS>@MZq_N8kmvHv~7(45jn?c zm%G%Hpdwl_yCC}x3*Kh_y4oj`9q&%^S=x4DwE?`j z42FM#=gFw|H7^}UqjT8kNSvLnkGuTrbEGcT?`QnqNzxDxMzZPCY<>cXH(|~-5Ue1Q zl;&lp@S$Stn>_R%IwO_fCy_b%dgszEdnTKEm0hdJ6ZoN6RK?K_V#LANa+xt(Vo~<* z?#CAO%x*6g%n#p_csCEvnuu8o#Tt_!-!BgnUib|BHml@ca}j zwb1)%BI^H0*U&81hM&|F#b3a z=dP~u7O}{$G)YB*0k}L~j7X-_gHx|S`;SybQI^_gAR zsgCnGIj&`?hxBreekZ6?hQn}1k!mL9vpDtnOr!K0pJ zn5cDXe7wdBx9WW^T+U_JT$iV!(k4t_#h%OcxQ2x{nJKHnAQ`F7WTox=<|!Py1Rj-W z*G`O&c7N)3he&ayp3Bp$6APpU>Lz?CLi*ZzE6Y0`(I$5hd(g5C-`>F<*>!d!h8>Ip z59s+C-dN7u`ZEMeVEatc9fucP$hkqh%eR$yKn=$}_WKaN^n+(h>^~JNs^Zk4`uWPY zxGGvN(pz@4C1cP>GykLcvk-gFnYnw@Lf?bPe6i@9 z6|=c+O_hV}7J7`tJ8&)crc-mi4R313f3MZYFJw56P21`7cG2_&=pO2m-?1i{i~2jG zq$`1}hflWkkFj$liL2pEc0s1z^G_m0d-!CXRRhtqpJSc*&VEK-Di$p_-m5TJBMN-( z3Ty%Hmtm`=ti0ZDF&JbAWp!39Z=`%BBk*_`t z8q)Jsyw2X-ui(AQoN_kHW;cTG#neH2PP|O+{p?;Y52cmH z>}Z7SKzSS=lf(Q}GW|i$jXa|W+0VoMd64W0vG>WnfFEF>0`Hqt@RdQ(KHgCjrqc~x9! zfW3#Z&Rjlu8YUjbTAf{Mz0seC{Um=dXId309>byMbJdaQ{YfJt;;tr%@C0?koJ|eR1qi zyt^8!zY+Vg+VC6ltZ;rm*!*SO?p6#Zbv}qP5yYHzIWhKPuf0!Ujqwf z=#J*KD`+;rPaS7xpKR9ckMT3sXmcQ$>#9fiZ7;aznOh51&K~TNUR9)9atB?Ym&yEd zt~Rq-^eSTe(Xn2Ia-^BAzM9~W5x?B5Hb$t~k zi5@q>;5XiRGwYtqW}C&T%6iEj{v~Fri}=_7;8{kST)j8ogOzaOK+#|oP3vG&Q)6#q z#as0|gfI8j_pN03+FbIrGoLk56 zg~6;|M!Vz{I~(4~Fr5kw7hp!dt)!o7uKWra>rj4>?6B{!-Wrme=kI)+y;U?gQjB>X z^M*M4MD6|{Nh9OFN8<{7>qzK+Bo1Ch>zn91!TIO&keT%SoAru1<6&BT3Wxng!(YUw ztSqQ$yfe&2|BidT)&}l)&(UGct^ZRmEz=$JPAG%*}em|pH8woW&fIX`PQDbiBHk$br?@1 zLr-!aV)X1x8IH00k)nz=3!S?^T=$B2sn)(16Q}cyFQD_bk@FPm9!!0RS8Q|zS&7DF zdDH8(I*0F`s@EvIKK(;-ywPfEsrwee~A-W_g&c- zH?YYZpXd3`Nav*T_(kwdtK=j(hbMK1$FXd+TQAkw>Un>+Vql(V^mktN*X4=N7#{bb zE8~~>{}5ib*_jntW*k0UrRP+;{hW7nB2#u3w{xV5F_IUs6_n3qpA#X!5}GHIFDsgE z6q7sh_j8?jCk0y$RrEt8EvyUd}P@g{nyD#aR z{j1CHw?FJo#;o?dvX57Hi?!#lXEOc&|Nf$;&VLcB|Dsn1=-+D0?L4a#Zau|IvMMH- zwkpv$yH)T zL}Uj?GI8|N;$Ab(=R7S>><@%cDpY3$VR;_4fUT#{Iknx!@TKJ<<3#u@fJqos46lpu z(dOdV9sKY?9G`r2l zj4C4GQMhv{JESVa&w3eQ^i8aL1N;_{f44cbJ&#3;w3z`Z|R&m<4v zCMbSKgZXfNnQwiIbNOcVxvS5HbQ@xRxX_i!!Mvi6v)1aZIK-~h`X-TJAui5>)LV}J z0^=v4p8bCBvS$mi?syWMsK4c`@;=5@D6sTW7TJgEx#If^hb}Z$RuT@v?d2>SKe^q= zv-PzbN8;vy>|&nDGHY@7bC~pnbsgB=z&G||czY;GlhVDx= z-oux7h(HfObpst2)4d2;^4%rtGE2dxIdoEwZW=q)=E-ltv#I_n@~!MHsOb7{E$;Od zSt?;@ExxO*NmXEPtuEwn~iOPQDSaUk$IuBzqRN^XYmouS}KJA6(hp z!EcjOr7a))9#+M1sw_4p&uUL-tu_};;G=!9Hu>;#ZTX{qQ;qFE2)vKIxr3d(g?0IO z_HRss+~aV`lkEolIC~B&!{QZDFEyx&`|La(FpoUH!C{=pk|+69#hil*ysjUe+OSdb zH`EvBI`N5Lc=}dsyiNov$s*ZPSQ0l^LL+x{a{ud4$c?5)*1Y6d8o`TS=wvKS0fg(2}`nf3!Au@wV4iuliy_a=-u zo`&DiX*pc8>+ec7$$hrBjF}45|I)CJxnw=-)iTznHcds_(OC8bpZl23HO(!ldi^3h%*B<7tXa(&@A2ES$aJq3 zsW+EAAK4AP8oP?HZSK@g#P`jZk$X!YlX3vhYD?B_BwxUOH~FLjPhYL)?7iEr-y@Bl zJ>z)}w!azgJZ&D)Z}yDmN_Qpx^@qzg(q{+Cd)PaQE_uq8>fb{|volC^4%-~=ZzEp& zHSDu@?-(&7>t3@OupQ0+(E4AIZZp+Yzi%7wXCAGm^)wia72a!EHbBb%Z z57!dqo3dZNr-hprle`(feod>5#=2OG3M_FrmW}7VpOE_zePsXJ8FcDxj=97+$(oSs z#O#?*y`@{7xlun~ku$rm4-r4k6Hl(zUkQ@*VYi+b`xFi)tLhfa8tL;dA^wHPah?`= z?zk00zb18Qw(G91I$ES!@lDVg&ac<7et#Nd_scdYm2(}@5j(#&a#p)+X20ZAPxj4c z%p<#C_Km3d9{F^CNe`15uG+pi0 z*J9FjwAsUIjr?s5r(}cw8P~7o_x<6uMh|!6)dUh$@|(2)4P0&9#uFZaQe#$VVC3u# zo<*9}QN33DTjZPzdD<;7I$We|tM!qh$sFe`!Rsz!U3GHohlkfd>?E9PBRYHq?e1H`vYw}xGBjF6@8#@z4@;)nOf$1VH{Mo6pB=@KKD=`oy;fmg z3&{Nm>$6~bk;qURQx{`IM-t}RGnFsSrh5_APSxsP2& zmPj1$SVZ2-VNeqv7wEUX5u5nEkS*4l{qBR#1QBVKc9UKCoXcj(q!TNTqRn`7)b$v1 zHEC~T+mH3XfTkU3{4|Sp7HN`0H#s05a}`ycw>BirqpZ7bFPWlZ@GQjg~cBv#~I>7(ax?iN?>p z!Q@V!Z~SBM@B$K-G0$AW&+ma@e_mC~Y}nW*_lmnaeR>=Oo}$y;vE(5ZZY9lM zuDi06?l)1i82s{-_;VxegnAK(b%tmvUpCUi7V?#cL@Gv%bbXVmX{m#L9PD~w!8E^F zO}ds%ldpEV{!fKbMHU)w+;{LUv2Yru4uVWqws?+DB&Dlz zmhUR_+8mref<~9JMs_`vVB4Bv%Xm!LR`9(b*(LX4T~b=NmAKa)1Z(FYS}sb7mH_2!Y+6{$7Xq& zy^4NKj8+w+d*FT%_@!FV!KArPi}vKKEZ#3RMhpK_v*a&)JyN7^De5PGR#pB#2~%t0 z(iXC|Ci#Wp!6;~@I>eFQFTjGVa;rnO2kzzQT50 zNP8dV#p~Cy!U6a*R6pNg={h4PgY@rsQjfN6M3raAxte}ib$lK6l_O!EX5RswugGy8 z9bTi?Jf8I}$YIb>%-_6DNJh7Mw^E+6s72X|9_T2s3OY$Gs`#ILVL!XUEk+ltn!|Xc@%ih{l zlln;8)QQiX=TZD_6->^+`qWYT$Iq=;)Kk<-U5Q=VpDm_bk7fO6S(yLb54m!DE4k7y zWtCgZDTiWoN5>8zSE@?vgiuXLeU0_6IFfAGxhJ38V8_yPB9^SvrXtoKL5mMa^(hQ) z#EN5Jo2Q)vSTt)(x44#SEyAzIspPb4hikpP8v>a;H(5^WaPy|X&t5p1a&u1<4b2BY= zxeKt%mB|$(`3YZ=FX}#c{Emek^q1Y}$H4ypI<*#~a)&i*39@>itI;-z7{f`C9TW@9 zB=z`J=9%;0+?4kmE^;i<+Xi}`j7=-N>qmnjtoj<39wUmKiT@q7>jAMzte91HQ(@lA ztISX%_*5;j+)0)~&dgfggZ1+^eNweA-Es1p6lnjXaJuY?A5z$Q;!8(xdK=yjxC2tTXJP(d!Fp>FMg)RVe+;X!jO+4 z_Kp_)NjF8`+4a=P{5J@;tBm-$D3dH{cktXt;aS`94K#WHkIVWy*OB*q+QQt~90J+r zeY2>wSzoEnbTZs;#OIPE&a;}yG|Za%T*GwaCwcbs89sI<^*`{*cj#1+JOpo2AK@t2 zPQs@WFwN@d?fSTf4*NrAE354>KiPn-g#H> z+Far6HGhrO-#W783M=1|!qTENDXH(3KL1ISSi}paXulF#=hCeqjx6VGPqWrtT0SnG zm4y2kcIqMWC#TPM{Nha57Zznxp}f5~ISj(vdEj0VrwR)e#^OWi^&h!^#;ZKROs2xq zq1c4iWL|n7PwVlb;ymSD^8cs5KeTAA-6lG>bnXf4a2-qa!KNozq(gxx^@MT0DYT^b zW9HI@JUh?KD)OAVB)t@~?xE$U#;(9F&#+W`cG^nL<}|&<+4qRibHtyaERdNs8Jy2$ z&+jpyEq>iahY^mX>ia8LaKE_LkC#lq;C*mT#gx{tdC*w(%_h0KnKe2;u*ToGF$9J+ z*sL#^8;S{|Mdp9lZVi0S@L8(t?a_8%}@my4-C^J*dk_IZot!7i(sd zH{Z-^@v<}N|CoN-K(HBYleN6FzeAn3ln?ztwgz-bzLY#?+e*5*`1C8r{UhRJ)n@ji zm4{z@e-~?2mZm!$S%zUv=u(Ho@AH7Fj@<6v*;EK^aO`gqu7vkyBm6?{cVM`VPrQZW z_07S_rgA9Vl8xYe(j7sX53ypPqcg>p*1R_DYWtb3*Q~2cwuR>6>5XtY*2w46Bo&(% z_`OVD|6%_p1y@OpV0Aj4T!Y(LpEnW4OK3j_N5+!%SQ_5p=rhny#^=;Cn}|DEiSRA7 zvg@J;X;$Ld-OhT4j^Dv7)!fTFwwR}H$AO!SvJzema4Wmdb0=j*frs|S*6--}32u%S zyOJ&LW)cnb`6-Shv*3khlg;eeTwJ*dSB@lI>YkqN^#gdD>*96=G39u#-lWSu=N~}d z7ht!V?#b*{M+~o|eX{=*GMnYQ?B%Wn${F)WJbT>8Q;eC~(Ak+j2Gc$&@c83lISWfp zHrD= zj^z1QHIkhz+P%udl9Mzm*H3jM6?JoGc@s;wpm~h~eq@(&R*Sz*uOj3;2EuQM5?Q-> zBjmd2W3Cu9oGdksI-JF>BL8V(S!vu&9pGBD{Y|v#3fajRUJqW$mEI7_E#dPrZA-D+ zwSEVBog5X1(0#gNPm}FJQ8GEo4ufU`?0t&YPlkIjbI*DjJVDlNW`O7MH8oIL(l~iS z-*QG1*BPrYsV`POBO-+NcfsRKT9($+4SJ~!$(~}w^^P8Gj8n9WU*50JGmWr{M%hhN zQM=U2NzI+hAhj1~xAM^8j;2b^(V|!8&ua_juI!EefczsxoBhqro%mXERwnO4>Q#;L z`e$=uX*`L&MnL0xEe?a&aZtRKhb5m<4YoOmR(W>zI!uybu|$Ec+0mJGgok6!Nj~q( zJO03`C$abx`rb#PzqGke%vw*sd^arw%j7EBguA;j*S$D1S=3MFo(pME9;g5C_XavA^GKdy98R)iEGW+Yse5*a-uH=jhv;Vp z6qf6)ubJ>_eWdbBs)&t;!w0;ht@v~altvgOxgej1#11;#@5~o{6HlJFhoFA~UN;n5 z-w}^yXj_AaE`jSPKG+6}e}u+JKJmPK2~d#<8yo?#A?HyC0p^ z+5Aw{|J0{D77O0s4a1@E8;d;7!ga-v)DX!^$(=s!%k~ej$u+P!8V0H8cRL<6AmcFl zCg*Y+$bF;Di+p?=Zv5cfXYs!S>)b91{K=D!(B@yU^fU8AQFuRX#%PUg`CgT$HZ90> z8cTfQ{WSW1$X}8Pa=NR4e|g>zul^8!vVJ&~k)L7jQ=F4ZY0sILCt^ct+E!+<$@KaF zers{0ka6eZ#RCxU!Y6()(h9m~_4Od<{w2bu9@1l2IhHlLk*%)L#^dEfe7Ogfw7{I{ z^!d;{lN@ai>GJ_|QL=_-mr1JGy+Ybl5K9J*#Pdj%%3l$Z?e{BWnB?*^9#1E;r(cH zdNnvV;gPAV-b1^YBHD}2x|rwOMcdr>>WjS(IeWRtllvdJuX_bu@6gXUwo5JHC;Xg- zU#Y^Isk)l*6S*2f_ieb&GD5D#mO!*LE9KgFm2-rA zZ*=I(tIG@!MJu305S>nT0 zM)`~8Cwaex{;3ZES$kJ5WJK99lE)N9V#z+E)F zhMjVau%Dw-Me$@VEzB-0X;x0_ZyP_mLXXFa+_y=loTnU3?xB)?#$x>q@!%Z!ri&zX2~I+omTlvH%c zZlNC9RdTI$1KXtXOzyL%_Tz8fEg)g)!GEgVI6ZZuOZKx4<_T*Zdqxzm&cdZhI~h~| zgYD;VJc`^s$v0Z0pQ6>V;$eM~uJxO}b;%jhizSQlzYSu-c*y5|%W^p88_3<{*pGFa zn!}pl&@cL_%1%w7xCKYvW92_FwGqr`k>+rEy~PsMyzlPp=bc}gH(jRZdLrBcJ~5bA zt`-e18048Ju-OD^Q23V3@I-u=T*KWCXASaG{+g6zyJZlqtybdQ*GGOY*t+e&<|L%(*o zyNi8V8t-7S;t95GV%EzJwNstFg2sJeot!`K!|5YqUX88Ek6uHhJXBP^goRT#@@gmy zrQxNxQ-?O0(~<|Kp>vn9*w2t&hd-_HHG4Rg<6B?0S&spaJEtqTvOenqGH+zr>>bYa z;4I9_y4`wgmur%3?2xCG%WXVT_%xcmgU<}BRU zr?Fsm-4(^bmawTq^FAbN#hS@-Fp1wkqu1Qyu21Lfq)bNeXL!f))5R+{>*2s zKDhrb$xij@G=4FLwJVX}Trw|kR(Bc|BXM$4r#@g0cwGU%+`k#_r`XqbIxW zPtR}6T;qAg^P<)uyzSzDCm600Gpf__I`}olx6UH)``Sg$tbVu;3bnESB)wO5&LX~X z1YgO@o~-kDgUqQ6b{dIV!uV`$@6!4N@$4s(9ZZfH?7x(!FJ`gfJS>&I{vm%Vv28Ke zA16wG%KK;HN=-)|)v}~BQw1s6Z?jWpI}Wci(ml@mMK2x6aK8EX2G)BRR|=6NPaIQI ztQr)Lg5JBB^_Mv)HQkec{9dhI!ihgO7I2C%%^63y(s7C(mV!i@`Lr9suY1cq+CalJ=NUESWgy~E%X`~T8!KZ4Dr9RX$ znC3oMa;)yg`iJpvlK#FX(@19=0N`NH+6-#{Pb?PZR z4UHf5emIGS87p<~_rs^rqE#}Dw#VwiWUC8-tV^t=O|qM0#mIfe9tNA2%vdksbLwJm z6idG1N2T$zDcl#sJnK&v(07kWa=sq&)Uy`eF2tb&_;{Z6t`Q+V{x4DF#Fss z5;P@q@I6+9eVi<%jClbrz2G->-g1SXRbtI)^}M!^h+m_%`ds|lz$eDxR#Uh<2k-8D zcQPMoVZ@XDJc;Y)I69suZSndya^JwF&tm2^=FbnzN)z>SHeO#vliB9TR`kCUcCDPb zkpCuE%wq9xvG-@u-=40N8cMno0EEO4HOnEJKoaq1}^J4>v;YPh5vH=Q(GiUZ$|k6mwecLM<^v zq+ZQCw3&}xtwfW;{8NIdDe`+XxpwFzcITU5Fu78c)!>2Eta-)E`B_cOZ>W$`0< z!CKr+Hk~5k*+{)TEru`l(-vx-+2A8m9uLo(@%k@uI=Puw@uG#SbOL?y4DWF7PoU++ z&bwdaI#=&`y57l=P5MlRh%4FjTSs5v_cvh3sph|}_&kEAoNUxHTty7QlR6|hS=$}_ zJ>1Lg!9pyN?{gWC&dkwHHwTbJ) zatTI^@X0vX9}LA&@cK(^yo>ay6A_jO}k2iY&o6UhP8 zK<}0K&zaDxFJ{k${Qqa)yj)Z}feZun@dhjW?u;cqd4e5>Yr72QSMtN`^gUdZc#D;% z)Anoj7|v53GG_MmpTNG)(K;1wD)Z_puwQ1}RRtcGT79X>-JY+c?$15!v4dunStWIa z%fhTJ{`SyER?Gh*yRMIwL+t#AkGWLBL_6I_5Azc>1`4f*g7+18#A_mUa>OM&%Tw(46|~=WjoRFNPzndy@SG`_opsMs`E)YG^*7_}2a9~) zOJ&K%1v5rg*k?yiSpAu?^7M5PneM=l=fr{u_;R2#cIh{nak3_)kUq2PzN*=vlxUi& zOjl_2D{TkT>O8U^%O>YTZwLL0IPW?hxC8sfVn$Jj{wY=rb?%SYoyy=N^tb}ok24Q! zp--NrR$!9_*w@<`d&&2OzW&w6DJ0o!g#H+psvdQrKSzWNm$S#~H&S)+>UkPu*Wit0 z-O0zFga2t{x(?s6lKfA8bg22_TiO-V^NA4a@7TlQ+o%3s1*1RN`cSVI8sl10<@Z!I$3 zDRyO#?y)>9IX23Qky|k9VwO+#fk`ZK1+8|A4;^s*sRHkP5h|PXz1JwIA>WC{+j03B zetr+V%F-_x**9YNBK z#*%w-EiJOcYn@gzjW?g=PjDrAfSIKbDQZG0ci!4KKWp-*nGfcR9PdFO_p2Ym$fay} ztk~6v}f_&-ynIkHrL`+4J`bgWqLs*c>~6ZFiP{v9eS_O#BqWhr;Srt)Il&>>0eA{J9JA zm9dV;j9>jsA=fP=8OoX;!M-^(K6B=OIMx`$H^XVXIrBL@{(+{A#n{Km|GwES)z@FZ z&{VtFK#%0j=;wOja%bF*f1R-ASbXS!4Xa7I6(9GAUfIppOw{<>XxX>7))-&$&+Z~p zeb#&#ug77=7Qcg8^IOcw)nw|hCO2R9!%k68ch&tQNKgpPsJzB-}(TTU*slR{3pT>GF52yKb7)gpx%sY?6J@@;65)JaKWU_es zj(Z9J)As<@{>-r^beKub<9Ndg7JUvv8=RHA_8rB)hiKD)z8fIal+Ay^rNi`Bigc|- z-G111tO)t0D18Q9wz2Z(`u<#e{D7r@)KhAiyzHkvAG;C*y82s4{K;LKK3?yIRaR5p zgU!A8>znlH#8+#uVpe~2fc0hCy(%JS^=)=luA=1@eRkj_1Dv(lQ^R@MUQXIbk<6VF zq4Od+^91uxNVgP2UN9$RuWnITl+eSwqVDOWeT8gUsgb*!hvHvnn!Z5B zctf8ZSt<3qe2KDb{S1xY+2JcV{^fO1%==B7XZZU?e7QHPl@urYm{F$UVe;Xm7I*HXKLDjXcl-*^ zvfA`c?8;7%y14TKMhu4JOuGHclD}(to$>c!&wp&&QWR?dsbbHas?j)Q3<(x)oPL`ansC%)h>7qe_rXS_q_j&y(4m^I-3zUX!? zjFLJ0ZQge$k2no7`}8`O&98^g->p#vtt^t7zYnm^u@I;W&4b9i2@*HM=xjRv zgT;A*Tf#_hxz?ym-iuh{Lr5oU$snKp;8g>xN}bAeMyWuq4_%pN9n3YXaS~>1CRIgD zPF2D@zix_s9mvxZH$J3$p8qAE(P55$p|}6|$sV!ma6RNXd^4jShneO1em%$+(_byx zrfNbLf9IQ7-eu7{`05)*%L@HmU8ROi@;Yv!(Fde2F8b%0!(sZF&66JDon;_?7n(c>8?#gwJkA}F z6|PPfcs&aasetw)y*lvaW>`?e+&dXEjWF<7$97|6Df<5;;w|G>*%#ZIh5BgIl{}Zi z>NWO%l4PaDkK7Y%#=6yvv4fW;|NPx-^RZZ4h_rvQ-p~4a5%>0E@8pg@$h&J;Ki~Zi zWzXl?@I$QmjlHr;?RI($#@==~wV0Nd^WS9jcolM2lJ+H%KIiykh<@j9?)#U8@}1&b z7ypw9J=b0pNc*mKC87QnT(dgrQr`Q7dAT>PTuI-q)T@9;-(`Gd-j=_dxgUgzX{^qf9^qJ{*k+ZS}@obtkBg=GG2U-7c1KWoSB@c~RKM~+T@Zg*@CIcMO=u|Cb-&Q|)mn@^sEtMBpsR5dus448E< zxubCj-IJMoJqtgBUGvy&JJ~zo>=WW%FEW;L#goi8-{MQIbL#Q*w_F1>5-YaRIrT`t z7eg0{c#ZY{7)^R&Ue*(D#mHhJ+b))G;;dZnzKm0|G2{9II~@a!55?Tm*yT=hK^0?+ z<%M~Ym2Bx(k$)b^Uh_J8bcd0sUqPgAN6zHnI#rw+h+F?(x2z%?zDJTOd_QY#dSLBP z)?EneWLQi_iu#VUWyed{_fy{Tn0G%I@mjjv#Pd3`b!xYU^KbZcDl0uN>VE^9My`B{ zv)|>ce6yo1d1!eSSR`ho_W2Ul{vLkE7&TXz$Ypr$XZieMc00w{9kDj6)E}YQN)}2!#$E8KN#Z=6FNKp2 z^Q3FwcOy%k=Qryw-*G%^?Z^6j1iahR;!a59drYbscGmlPJq~juS#BHBE4f$B!i;=} zOD*&Ae4+_Ue^0MG)k?;zpID(key1K>YfSkLo)3~CwTX}Cjic#WnWhiwVJMtl^;z;; z9M88~`F|(&Y{Y@=&-qV_dU`z3ZyTDtN1D-E@5Gwq=zh$n|B4Tb;arz zyX^Myl(w$5lHYcCLF-$zxC^_IeS5qZI*!FwVfI1r%d?MZ^jd+jr|C19M2d;=V|Y#v zzMQ&p$!&WaUwcAic!#XLeXZJOQ+>xsB|5w1N%!<*gpNM+`hEcGllzkxUT?o!X^osBVsPwyt<^R8qD z>VGMJyVF>8oj;!Ded)PZoP5-{7r1u)p3Sym@DoO9P2-7B{)|n|qj{c-Cc{9gY<%JK zn^`e=F0;$!K>jzF$K(l1WxXd~?;|8n6^HC~IvoKM_tA3@|;yiN-?aGKw$uKiO|H=K(#AmA={gsrDV8w%cJ{bz~ zyfbUWuYgGdzMI;kWijP5yevWX)CjvA$0p%IOIJd-70kfdt=_{qz2Ndbjn}f;S0eF| zu*&_j-^A18HXP^gC|7vN*YX)ooJ*FS&`zz|ods7nzwxAGvB>xEZvH>*RY#H@K&I@k z%`U5C?@jHTZlu}Y@sV^}YQ$1JU2iQLOMz$e9wkbS!Q^WBs6)(8UMiH`$#^l)}b zbbW=it;*85dpSU)StfE!p!1Q?DCG5S(kHH^R((TbeTixP9ji@-@n+g* zc<3ZC=K^EhX@uNEd0l^5mpWE&(|P&>P%Ot!k`ZYbb`K->2ng2o$!5oPz$#ZhCCn9_ z%p`Y^?L@x*8fzwJ-xer!^{$Hc--tk+jaZM3^31RT=_-)sd=igm&3QCAn;qM-+Glt( zQpC88hsTSuQok3pKZE~#UXnYI^~JAZ&@7G>FY(H+SZ+CMmd5wg(a6f@|6$Y+5;f+- zt1)G`Yn!h0X+`TvdKy-s?d$rkZ{*bE`2Zisnh!5w!%tbim|3q8*?#6%HO#%)IX;gs zG=S0xY?KucXJF88P$svP`ZmMza2R8l?`= z9IrOves`K2&lcHdn^kRR82bT;4CBeC&@F4>s)}Mi(5O$rvEK^(cc$a*AzvK(@{FbR*{oi(+i@Ms53%VBqNwLgo0W%YhEy?ilh>-fAi zJtsh9F7LPr(wPTyXSJ%RJ(}en6H{hr7dsb*!d+&+39cPJH%c;iwdZ}aU^|+pWbNSs zzMjg#S*@@W`X7@s&%N@*^blt*g+OwbX6<1EetQc$Y=>4kZC*BBvOnf-++DnM9`qk3 zQCaUxV%YI``XtP5G5S~|yyy6@w0jk!Yl%&ldR0o4J&nIS$WGPuociC{H?!OE-aLJy znDro(?;&+@=ig1cJU8B!mawogCHs|8dr(`ON z!&yT#%kfI&m|=#GU4Ox>5Ac3}n*Jo3osR9DeSQ{=vWn$9oa>I4SFvU_$BNVF9q43N z<9t@l-u+Z=eT}61v`V$vMDof;ehg1v=O4*m(h(a=IR6VVYM^6zVp9obb9mlm{AnV& z4ma)sTIRa81-!r2Lr?R_o#e}&z~gDz1rx3`e(EiDW$7aNd78e*LE>uoUx!oIi1pX- zyJV3aNTzS_IM1_oYn%02)AZCDm)GD(Ll_;&<3>Aj1_|nmA?-1?4y^|k%<7x;_%XYc zH0OM3tcU1P$oSpZbRd+MK{!{ASvT_?{f8U-NBt)sXmXu)bpCJjYop~7GQWgh*N6yN z(?3KsXr{0G#f`!2mI~;pzj3G0^X&OEKHVCBUZ!#OXdJ@^!`UzyI8)E&WFzG6PEWcI zV#jxUXPilw#F>{^VKuKw#*t|lmTCx*rk3-^iUG+alnPVHUVXiOkLNYFXfX+!u5!je z2z|z{Phk1%qJM@>hQaGO=lzU-St-&H5_jlngU?3s@*&Q;pB%rDaHXRM!YY+~bAPjo z|Mf_mXRAX*nXy`K;feiVekNY6#DH$t|DyA&@bML7%-XHLFesG_7tpFDE%Wr~U$z=5 zKAp(wxhr{w{<7vP^*Ybz52uSNsW<)&yPqcFOo0D>ta2|c--Z9rn2@Xj$>{eax&C8? zs#uqN2=CJ~D?Gmyp;I$yE8Aq}_IWJ$CA-YQ`xnWSj6SL3(g!O$V8-RVuYp**4bDYi zKHpeNMal7aa1m*9CoA_OdXT9v)c(IRQE4(~75D4(+y{f-#GJ+0mvyz-ftEeK)8NrY zs}imu9yiKJR|{ExT@*$)(dtT?7tzma@J%McJ!BoLT`{^IO5PXwWbVF(*NWf8EdqqFN zbsBV2^`{sw8^&u!Lb|uBt98y8WyEBSe9*Z^Lus42e#KkOSneN^QGQUy_gsE#@*B~zXjV;-81)#=XsY(4q5Sa zuj3Ds=|;Y`1)`%woC;*Rnw?X#@-3d7Djt1}+0EQ>sVm1`tX73qqx_~S=A%YA+1Q8R z*iKAc?P@+*rY;jbR^!MJ{!&T1LSopF+8o7-W8hU52GjN4hZj7ir%6708@^ZLVzRT{ zX)c!B##Rww0P2$!YVD{#G=+}}VsS5aBLnmb*A(dcJTIAJ zHtmNQ7vt^gM%_!I?_igD)U(V}xALv*``iz6));RSWH&oI9+E5&C%|}~b4u{Gc63;S zdEfKiF6@`@j@RhzHRp!M&(QljG3`mctkQ2uoXtq1jN1hUTXC|m9(urRA}dZH+bj|H zTffQEoD47A=KfD@Gs0v(nEN4pX&E1%%}263YXo^-fMQKjeCUkt zy!un?xA@U8uj}Id3T$erT@~+#lPvXlULi$yNSpzM$?iNPt7pH0agsTpAD{0I!)<1V zvwg4WM(1Wie3vJ@qNAx|7*PO!YKe;mf8`?X_n=EH{!?ihPCv)1jG&l@{t`Vu{ z_2qDbM5`CfE#36~yZ^_* z_c_?zkG+=|VITeP6ZMiaYAqC!#d<1j5Y1WU7`EPLfULhKs;^|bN6)qbaOUctAl2&;rOPdPjJ zY{!DrX&q=?%?4Q!y-S1Fz@b=kSVC*)N&EZWR&or0PY?oQwy#vv>)-JCJCl ziwPK>|mZ<-0j)m>gkYp38wasK`?BubF(Sl(P7 zdb_YQD5na{Mm>~;`mI>?4F9@JTznWe?&Yt^aeD_@ce85N1=kk)@59dKqF8SpK2z_v zi8D)i(*Q;5snMOc!lL&dZSlSr}+xy9PmQP&IWF^;Y zkhu*?smPU;nIp(}A-tQgKt+6C$YQyBvduX6!z7uanqkoG&PwK}vwgk{e@lCnYL)ls zy*I>?rLiI(T}9t1WY6lZhEVE9&t|MWf+ut@n4^b~uBg`E@{cQUG&K)q(J&0ztJj9C znR?gR^|6;O2k7$#i2ciBi{a{#FnG=!S>CyWSwEIc#a!t`>cJ1H(l7VAlH2lHax|si27TVjZ+2yrwIC*K;s05?e=Qj=Wyh>MJCO7jvE-AkxZWV&{~&Y49E)X zGckT||A<%vcA;&#>LKeE&i6EP=^R z49b(ebLn$0JxbDgpLm<~_*bysm%On7L<-|lYR=y(uB4jY|3uVQd?$BRpW?fZz@iGg zGHWE?$YdI{(KeAJD>*8%%0z94!}>w}FQiK{gJ<{F0dzbVI$>BUpMGuRUwOwIV+^EA zTXt%z{RymmG=8jr!g5k=!N29A$};Rc)maZ?`RV5CM~v`2%jB9qS2d|-UzE--6!=*x zos5J@R{qxzlXLH?x^~;h{+PZ}!93UFqoKPApR-!-A$@*BrkC{p7o_9+g|T2Ljwb`u zF0E^`buXx;{%uCSiADSJy>@!MQp-F`NEX-g^-)QbE6h{(7%O|TGM~O=)YKsEsfW$b zI*C;qU`ZJm}w-=k`sZs@J=jl(XhL&3e_obrrt#rJN6`sP=k8Pd(6SzF&SaZ*VpB01je^=PynV*|E@Hz#@qYvi?uAiVapqpQW#?AV#OWH9|UdGA~JC-MmRUGTU zBab3ga%H{`r*imqzq#;15jy#H>xv&)3spnQ^0do3fZPR6UWXT0p#ny3V}nyLt&0B@ zSg!<(j)lO(Y&?WSx8m42n32_y+38i2Cb`Z(nD1sS#(DZk{{B9YX+)QgoPRT0=9$F| zBi)0?duhHDE)SBVIq8pt{|m-?fd@`!gJZ%Ukd zcVNon@_&4>r*?<1@dQ1Tfz=B0_hp!}Uc8?4f9&0P^v~t@H+mUL6QW6q2B~O3M5#WK zp+S-&k)cQmMTUw7p@HT>6N*r&OhtoKDiTVB<}^_$nHnf@-;d|JZ)@G>cdv8S`Qxnn ztaYE`vwS}9;d))y-p~Eq`?_AQ*Y(<)UbRV(OlC9K?Ivh!v;z85B>Ngml0)YjsP0el zy>a|9s4U_$xnh$2a98Lv*G*3M|1@~KM)Mb)7b zbUipcA&Q>JqptP&9z1gv9kL?qD$ef5-%{Q4W;VZ@7qy{%7`a&7&E4DQ;9LSXn?mUY z-qeRYW7y*-ex8}84sN7PXCsvsohI|vlX$^ptoyj09&to_vuPtor1I&xB37O)U0GOJ z{LQY(PyM2vUtxn(Oj}EyzabRVw&U{^qKpAzsb2aDw-?GMq>_?4`OV;!zW8(=Z@UdUJ7CM{B1du> z3}w%Ey)VNCneBJL=6O7M8&;;C(k~vR`9?gb_iYFtj@v>*KymPaGylf{@jP~7FoG-e zbXZ!f%fAvk4BjJqnTiz~{GX8vZ~VIE-xvR{{M~`H5$GQ&vybT?&0pT-A89|??VrEr zwQABNX#KbU^6y`vJD2&V-M{_(`}zO>_x~FRoYv%&6shIs|NJ}fKYzFUhd=*$TkNu4 z7hQTu-%dTRy!4+>dJp*L^}kM0|KEoHH~;?6{``*wJCypT$N%cT4gb^czkmPz{@=g< z`u)G(|NHmf?@REH^jwbf7x(wyNb!H}_r)sw;~B+7rvLF@0j~e?ga1cfpWEW>#ygPg zpV;K-q22$FqyE=H{`J?V%l==t`>)6S@BaRO=GFhId7@Z_ss(Td|LYR}f%=;N-68*9 zqTd&dPA>V%hYO0XsdUsncaMChsC%WFQz!hqr0A#CPcJ;I<+nu-{C!Bva^HSY)c3bn z4_Y(uo1&{e`1XardVW^4;j-$dlsIQi(Y{N@eb@iUkBaW@H|?Ze&-_?)<8BY_Teakm zMKybyI zf6#7iQSbM!|8DGoFBNSmzID*Tvh$0I)w}4<-4A%EXuyd(HLG^uFGY(_?!JEcjE{@9 zubEo%=086!TJrW4rN3+UPSLx4KHGoEbIXcmui1a?ioI7Ct!zExm%lo#Ejsb6$uIA8 z`m&<>Pc&cn#ao{h)m}I8(|2zFzUcJ>59x5#2Ok!_-S7CXt6#RdsN}k`W%vJfUD5LE z@0ilM<=Ub~UtP8IfdStawb;<|!0q3EQ*_M>!&e<~+U%kw5BHv4bLW?f{=RDb%oV-Y z7S*gjwC%>*W)(I5s9W`S7OX59{C$_bFPJ#1sMigz)@*s$k43L{|9S7zZ~LaGZl8CT z9Q*rEMVlUO|I~~%zZ8}GYUu$7bpNiX{38Ra-#>Oq(Rypo+pPGGw-U`Y=L4+&CpdFh zX(hSY>SMCA)r!uI%2)wjYQ?yt74Ir*!cNxGH&`7X?kw+9-}G`8a%Ev%`@M6Z^PRB_ zaaMDVHR(f+FJRnD2R>#n19>tL;N{i-RM_9aC}vGrwVayh^2Vx3xryvvMqv0j_`CK(ETB+E#v z>($OiZnidU>TKpF>%{wvmR*Mf>08Iy!gQQDtk->=1N77OE3bAl=Aq7WmXPpFYwc7Y zJO=XP$dIRshZN4+b2c^Jnz=qX$C%gdf!(jboENW%pHgm`!tZYwP|eNZy?$?VO3WcO@oQyzY1G^V(Krl^({tl3dH#yq})~ zA$ka#{tU(b#@%0=SLi+6S;atSfYY4^RwrXJvOVQoVumy051r$zaPBgYhPi`$p3jaj zGiPtf2`Q)k2RR7lJZ08~! zozrDsOP*2gNasx$aeCqU*v>v#jTIHxrVmt8N8}ee=9$S-&Rp8lz8f~oB=J&Mws6jM znI29fdFt^kafNNJ^WR^vIs4(p(07{1mut9wRj^&L(9l5zcUyo~(Mw?za;p zn>*JY>TLNP9(|T;2@CZ(#kpkaYi@@@vM7%di%!Swp~iR`YQ;$P8T3;v^(;}~Xni+v z9bg7&cJMb(1|EhX8}acSnC`$Xdt${Y-sh>qm3)65){bYhWc$CIpRK3;vG|a@aVzxM ziN)*D;z*XPYs8)5nUI{ti8V?YWfm^H!x|qsPyc~lWk}zZ z{U*Ztap%UjiZrRLm1{d&AUKM?zmYL}OY+=BDqCm2$(cCR5L*w^d-5!u%~#9t)Kv5R zkv%%%Vq{9jm}j7wi~z5>I(NH~9&nZWNqtmd>AN9Z%r&SV_3#8H)b#oxy3Q99UT68& zN%IrCA1Z#db>wKjm*_iJth@2yQf!v|jeA4-cJ|$gv=wQcJsd@NHx~1MGFs|CB?o(= zNisS8RcKc_fI6=$gnrNxd zcCKq2LykNjJ%n{0g~TjzVQy_I#>r?j}NC#kOa|`F0+DCOOC8<^B4(l%3m&bGzWziL}WT zv^wn6NI!XkWV6|A7YxfD#)|a#&Z}B}&o9Ke>?R)QCpBCKv%qa|siyxyj_jo6D2S!b zR0oJnvg>T)Ze{sH>5=>v`>{5NIpBeRds62qx%S6u) z=(SWov$XFI@n3N;^_0$rO{zQRX}`=nAG7fgJe`P3NBiUgT0aNH+H5hAwGg{>QgUuR2Do;vRVYBtHdm5uQ(k9i4*VAbFWl{rewAI8ndR!{HoDPE@%w|*Bc`Sqvra_(^n9TO===h@e z_NpVQ(fu&&rlAoauWLmSyee9QK_IF^04*?syn3!PZ-!z1-om2M@)z(zQH4X@~-Z4LNu(??VD z%faIHmo%(Gr$(e$fj^gd{TC}HmvNrBs%pJ34(pERxo?uaHXQe5i@zYz07hN$p%`S7 zgM1d9XV52A?%&0}PiWo^k5av4G247CdQM~AyT!-X+5Rb3X$zr)pmrKO^F)1f@=Rlk z+)b*&8p#KJ40N7yoqjEBZ}sg5{&uuN-Gio$VA57(OBK^&F(c16{~^9CgHS8!y{qkPG3Py49b)W>taCd59)MS~b&l4^u_t)fXGILHaffd<3&!*Ww2~=b4rUIFpQW z5Av9;+8@jN{^kKUsqyO`EpVVB)Cd-}PVuiQYxb4gLgH>u`vrcaKh<*nwpo5iwN zDEahngZv)6EqgIi|1eJg<$hWxvUH|bdA)aLgE#r)Dj46$26agMDxPJpQ!=j~2B~GP zV^-ng&tPMA!)0$;W9x@Tv}_+3qJMp6s!D% z10P{*sxItq7TJkk+*DYHRI@IcBo<%i$S;g{r^xe$@k@L6Bq@vQX&2+?Y~T=5oMDV{ zw9DP8b~rVajgy_{SKl}A_YCr6_iGE1C&O4@o|Ap(J$=#wf9@3>@&xQWm=D(a12gG~ zBuu@@R7I>p&ho5xIGZMme`f0vY*HGR_cp?K2%b|IV~yx@6Rxj^@e0yrM|!HMuZ7JO zM)(w~QZZ?NE2fX|<4%k(sjs7OAvtq$o?Znm?ZuKB{IIr9wi)RT+?s@WpRvYbEoPB& zHWnvWTypib74efZtQnuUo$LcinkQ$oA9gDL`4B6vr$e%vPWI_AsP)#vc(}c3HhR^O z*~vDR=7|M)#yek@&jJCl1Jw(vl+W)57sT>T=u+Ve?u{HY-5w3jJBC?f5wA%rA>XGmuA^K zYkY&4m&#b1d0_VRPb5!O9N!Ax%*x5qf2uL((7IG%_5B_ePk~lh5`2oiXOb~hqK6xA z6-|;w_;@YH8E-0Id5blxk-Ut#p*EaSpEB9{R%o>ou6$_y-GR@1O{*Qn*1l|UguaU# zcLoctx1K(S9nKXwnv$aodnOC~5F_-5*UPZGj_ohNt?Vy3+uV`;0W(-Hd!e(QD2Z{G zu}m4ZO}&X%#j{yt*xwPO3$w}oY@VF{iybitE3@BtN&$n`;>&XoOkKt2X?P{nQ~Bc_ zGvS-iJKwmI{T+hyCy_Dx1XJyOIev~{#TUstO5`{R5;u|Hdh^^fFx-_c$vdz_EG)xM z9%RK_pG%gB7s&A}yifJ%eSW9Dc~!pk6O4-rYtU-ga-F{Bl43AxC-+zGbN67;lHx}_ zV<&4-vOg^%YY}-;qol8Q7n@BtvsVvs?{n>Q2KzPb^W;%~>y5KSk9s_;9RIkI$8Qrs z?!${IERu8}V9#bW zI-D2fsmK%PdxQu)o{gT;XGL616{zF9&o!mn#e!t{`WyaF>MhTqWk*E~K6yP<_VE1) z#(t5U`{UvUx+JH=ZDdcL+jIRLSzyF0yy|DQkY{C{<(1cIe-UdYpIP?fedm8a-uD;@ zUWVBgcFR7;F)Wz1UtgMB#%oi%U{}Z1f?IW*FGZ5!{67_Wr&tF(OZ&3Wf5XV*9k~m; z-b%hQV4Ts^+nOOJ?T=JZ2DoLHk=bm;QqZHhd zci?S4z7N#KK&_uKJCHM(4L`=$*YL0!EnXl`c6`?}PWHAn!pu-O>>4}@-ZXmu?}&{N#_LR|P7w_Ez;K5V<3 z&2oNqB*c>i?^5rQ`TbF-KEvOW^&`)oG}8VWxW0ftx9jIe-cdAUB1U^~IHBT)c>d?#87j;j>DQ z*@Ih?PD6}4o>g2J2k3j9^Rv_e zUQLDpEY#k3HI4leS&|be=h780AeB~jgiGpY^wMufEbT#(6X?j#ZN{v$Vfsv1vM6Ehpa&eBlPTd`s_x=yNp7 z{075OyyX(#9bdqrySZbV9uN1~AY4n$rR4poq;)l@)q>D6G4fH7GgS&(V|20sJVf6~ z#vP~aXe@b7?D+_yXW~o=vab`vhUo7Fh_v_Z_u}_Ybp8uw--&YP^NL13J;j_k2S5J6 z%q`+#D!cT=mgGfSW#o$5k0JL(;>c(Gu%7sqXVh}nCQlH*4b$YF|5eXV^U5FfkUC2z z8+Sh%y{P>RINyjv=kS&5%yero`6+&!bL2_l$?ohm%WO59 z{X-(fkIpmq)X#0~GYJdsg3lbIv}C#8#j7PWd;!PHih;?Gk~owndQOE@>QB};4-BBk z+brJPxaaZmC;UwYpSz)#N?CjOHg_dXAmKiaJPSvkjQ@po~6D^Em|LgXV>~B`AR<5$3{N*DX;&TMY5;<^i?oV zMz!6@vrwBJSiX)Ad|&;$o~}7TRHAUeV&9<^-0&8_ar;edeTkPTe1oM zMZeU!Y-o1df{%wlej)!q2f8aU;1G5@+6c)Ab1ChUf2KKECu(&rTE*{O~(SBk6^;nv=9lUS`MR;GS$HQX8mpK1E|7@|jz=tr1k7F#YBoykj5 zkFqu0Zep+DnBRs^ZNi!CBu#FCX-1qWCafcQ6CPI|PhTZvD%l<2vmuzA=eR4g^T8xd zji8M%Yt9c_)(5k!)OrwI^Zn%b4(yD76E|Y}fJ?xU3OxYrwf5KRk=<$rP5{TqF5m8OKg! z(JL|HSz}hjs6Aj^3-(3ku;flS6+^CI)xWW{f*HH1{*I;by)2%(ME7|2i2nX2-?!$D z7ojuB5vkMHQ>#>Q+J*FC(&c*FkB(buSC1r{q1hDzL3$pruX|c(Cxt5)uBW0cfFE8r8kN3Z0L-Jsk)T)9WhnrbD(4nEetKr;6J?zbA9$~>s z1#FL@Uoz#D6Z4ZVVJZe6>VM|f$La8npVUSzYnC`oJUhnf=wa60MgQ3?FxiUbMEd^V zlk@fSCz<~uOEo^fg(P2!vWM}vJS}^??-NHhvHF{Aw1I^hVDdQLdJ_L=?zksua^iil!_H^uX>K9b-h+=PVqqD_B@1F*(e42j&n%c{qmI*S zb~sem=Uv+5YTHPf?F8F+Yi+GwVTW<#-kHohh*R&9?`DWxLE0l}HwwDBB9*hV2GH1| z*F23o6;k!tdXW*2C2eYDCKF}$)8~nXt~_Hr|EkNAKcLAT#u)&&Jc-?a6&um|bCNd0 ziAQ-xF|oZfJxhz3Ia`}0`Zp_J+Y`>k@auQI{LRPiFyd_@bUpLV;XGhDUcV`F4)N+q zG9+{Cn>?-r>2syxoV#9RYh3$ItL z`Bt#zEl@s^H&muq9jzV|0XL9kZ||QGdFt}2TC_~gjHlUgvro=4cJke2f5A3>e+T}2 zLdy02f5m=b+EhM~XX<;3P0d;ULO&miDXB_d4}J%b_cUnis^WXB0*1D?M{wy&OpWmw2tX_vfIaxRRu>YMtdEQSl-cne$6g_DX(=^A1RCcIH(^SNKg1(3H>ePYX zD5fXNOif3=XqA+wn>*3;9bD{%o27YT?ziW@%wsfvQg18ib*=u!kRX{CinD625f7yE zay`C+ORaeSZ}81?_n(;IqtSshI8VgS{P#NspQ4}ba7dQq_u-Q4e;<+lYSJ|!{WpAZ zC|*p0Un#ObhAqROzFG9k6Yd)v(bYJqZJq1b-HdP(#CL^fp3unMpmSlgTpT)^1c%%ok(ybUgmyoYS`ApytA-8 zHuw~V!yMH_pN|=@w9k^MZwTIvGiw~o3TKo2U_9+ijuMVK0Yhhao!p1VW5HHBzKx%) zMVdT^m;6(&;l?b!)0AJe7KyK=Pxhkphe{c<(o*_#G-3m`P5ry%&ijR=7tsnaT77&SRQ^F8D0|6&cxHQtkBr!sZj8; zV;&Tzk`*+otF7kRBWd0Y?{h|%GtHG|pnch_56xF&QRn z^i@l{&gPtC=*&H^4tRS$t`uSFG{4^=QGZ%LPx_a%Ya){0W%fD~-}Ymb_gJbLjmPtZ zqi8zO--ASyQ8cZADJSD_TYc0ZO;r|7X6$5q%bv<1q$^Ig_u#V+>{^p2c|320*2Q@K z6$wry)hzmC9g`gJhZ{A!45#^DhrQk-PiigP>DycdudM$M_-=h@)ncF3^t}+j!nDrh zsf58_l0I2#CphwU%x$Hg<1sLMjq-eRQ=cw?eCmi!@_2}?`Dx0ZhHr9-mU58=a)(IPdXN|Ewe$lt-k zljSih*w?HK?t#f{5}!lv31awn*c6{0Zp_heNj;nFhdP0bzwn!@c+)oT&(zC0$IRkw z$;`DG#vQ!sON+Nz;ZgFQMDn_1J>6>a5b~9$U2=GLC+S_YvK24crr%ox3t}X9MAcC0Z9hYXAIWt%@6K`Om=KO$oKc>KRdB)GT)Ws8=sML znAOSej!sU~=Z$td>*nsr3Fhw+_?H}6v-P-Dw5g3h<@Ea`8>i;tLpXc|403HgSLANg zwxuzX@o+rNQ^)arzVe`6`tjp_^gbDa$#HRnUbnDbYF!;qqakdX+R9b6%PxYq*d{Bt zzxiPHQypXEgUQjzxT!P#1W7xHqE+dzOf)KEc05zee$yw@>5@IG$r@4?`r|OKjK9T< z{x>N{U_`R0ZPVWwVs~~^y(((`Bh5U_CTVw3I#$7DtBpce! zWJ^|tDcWaGX#8q5IkR^#S!;48)&U>p@Ri&f+YGtG=-P&N702sKU^z{U+s->G=x07W zl4<%|Q7rTKP&3vU{$EpwZ5?SIaRCC zOY=-|YDzpV8rLA*JR^KZy6iAc-q)jHkm}R-@z&Id>7%FPp>qfCDUHuZ>u(~j8fByb z>`@Y{4j0K%17b5iA4I!k%E%0Q7cD08%E*u`RoRQto_zag@hbFAr_s@T{Y5?H93XSS zcV^Y+*`+#UUtyW-pSy(&ACjuB^}>Ee*p+uaK!W6``kW>HaBQv-{A#93{kui*smj-n z_U%+We2)fsKKuz>SfTHQj(LL@Pw;+E??=MxF!3{OoRe5Fg5kjLWU8 zE)lJsV~J5TjeUCI*i*bcXG+gOcoJrJu$CEQrLc|m*#VbI^~pR{9{#Je$#vFFVpmOb zSn{~Nrr%^p`pEw$v7mx)a|Ql15o94Ld$Ho91+SaVPj1rhnJoP!lwM@B$?&S6-*4fW-J*RRF$Kz%c+y*r zn}T2avvPS>&whx?G&mFc&ST5BM6V)R*716h=uzHLA9#N)j^7Q565Sk$4M9-oU2!Ss+(|4=`@7 z^W+-CR`%N)*K6SCH4tc}Q4v)%?Kf}@2 zl4mdc%DS~A-rp{Y&L_txG5rYgKE>Xthfu^~@A2-d@vMjblZotI_M6S0>R{vdJYtQw z(ScvA*Y|@WR4Vb_<)|ImVu}{)^jw7`bM?Fh-g~jsxje8Ui5nKU-;qRL883cuyw5YQ z?IhBr=Ei;E;8S!=POXyc-ibe@BJ(gzOm36Z*ZPJ%Q)8l*&pT^7Pi*>|1bIH-P)8+# zb@P+lTG#sKTb|n;9}eda-?I98{C^Z9f7aipcz1#Ea}DuzvfrZbyUi#k@P*A-oxG;W zBzvp)@jk13jFW5Gxe|TT(8cD|Epq)Gq6=9vd#LRV}2Xpv$=5I(JDPT>5^^vF@Ba@oXKTVjxU|V|HgRV zt8lI1XSO&KnpYbu8B&hJlsDn|H6O_8cfPqZdqc9n{!Fu2cEo1~a&}a9XS-|2SB+>?iEnT)qu>eRgC`)EtkXjIDL&5 z#fRg1P2)C)(o)g>Z8#M<{!$WVKSXuMBoEpXP+OL6o=Hhzo6CbP>C>|fIV zRN+nzi^X2w4Tqkrn%ZcevT`y!erSGdW6V^yPTu|8vFZ>1qhWiZaesnpZFA~de0@Ia zPjl>j_>ld8r(of+knJZ{cP7i*dP;qZ+{c-QRU7DV0F+O~mnLjBN(2}I%Q{9_SMbld zqUI?5wAE%Q*3X6QB*$-M-^YBi86sQoWq;hRiQ|p<|J9gr11YNE|3)j2)i|>c{j=hD z$(Xs5mMq@S(Q_wq7RRS|tgwdR)FMY!6K&6hc6C1cI7T$*QQ7^P9g$x^@l5YplWq=4 zpM>$XykL!ZajQt1=LK_>FxSVbuvHa^*VAuDGG!0wM>N^3z>rvhySLC?DcybG2A*vc<-4Hxcj`IAn+J65Lp9<(<3lslG83&ysB|nWL9t!+U%sbsMMn zcCwYgr+RO~hu4~=OT&2zAN`Y$O!NLP^3K7UM)-3QmJMgcUB#jz<5v+kQez-BjkA|y zsyKcg`zkftca;x? z_M`eR1X=A?x`QAo736qEM+cqLXB|RU;-c|ToUAC)(6RD|rEGus&rLFdx*nOQ=hlo%kF?O)IWD6dDp~WB)B{$$het$-*2jFle4&<+n5*Aew&Zo79Whgja3Ni%+w3?$?$R$J%N=4ioF? zIlJ$t&}^}Gsa91I+70x6o!*W!!omI?47E4;b45pQrO6c7?F|1CB#9&IFl!x zW6aB8*Bf7R=5ssSm%y?Qv|5JWVNqLg`!W4IiEY2?^(gWj!_uwUxGuTsX`QU)9a#xaT0kUMM^anzcPz-Bz&jk3EW@oZY7INg!?!#Q9)5jG&%Gd-ogt@r zeXB@zDLg8`a+;RiMVVZ|`wlDTk#JWs%_mE59BJf}WA##0h;*g((So&Z#fa?j?O@dX zVAE2YuA<`}T4h(`H28HC3BH5vuRLZDTMWRXw(PfnU;lzxk>>{^W&c9%I?u)Y-yGkq zVEcCLS%LQ1SN59`8i+*0q3{(8%z#2&tuMo$9kuU{i+M8oK}V!wQaQZ85F4{ky_%Re z+}O#*U&rxxk|}w<>p|%_{7EkAS(x@QJbIAjMW5%2aUV0wK>n4=YJ)I3cL-0RL271Q z!UnbZQ?3%#gl?WzTBYaICCv5XWK?{DJh@KY%c$iGiQVYZlI&gZzawj< z(&J#qEX09fS`D_kY!1=qVZIG(XVUpbtD@{*USyQi)?Fk9kA+?pE577neN^<{R}5O< z`)456fM%(MQyelC=zpb1vlHK{;Mi(jr3&fmEO;!g{>clHWB&qrv@zQ?CSPS*Re?`i zap)Fu52H)!C8S>6T3Rf@khwI-9izeI+Z(ob&^|GgW`)P5Rk=`axGJ`(P({c^_Y`C?cM=dDSz}!3!-H>j-;NAUr zS_vwfMYKqCOm*f=ZN)ae`IyF7vYi;?z*+#GSQyx|(^ zOX0SJwdS$yLcWz8#gB`0m+9#Vnl{9O?Bjb}+lEHTRiD(9><-PWJM;8-s_#zZH_hqv z0IXBhCQr0>G~O%NG>IpjC&s=9&oc@!J$DJ~@sCYpyUw$V|?Qab$lIQjP zlF<+1y{)}U&4^_8Kbz*gjr1^0^Mr3zR?40A8JJ(hd$SL42K&uou`VRePS_e^%eff% z9@&4RZ58}0Ec@<&Mmq?P=srPMSY)>uK`b3AIKf*@Vj<(eXLFnF;Mb;dHNWbN+OaW0ITu6%yr2 zR$FsWu1}^O_NBBfhPiX_IY<4>rVHtFjabt`>)iPq4)5DZy_|Jt`oJ~_QKx7^}9FO zyYS$}zFWlS&Jz({f@@itz6F(5WIUZND{1jDsiN6*W4?@o6``D6V}Fok1V209-_){h zES_av%vs9&_>gPx+v#y2spjMC6=sBs%qhvfoP8Ukv9p)Bx?Q_j*gu&LE!pi>?8y@^ zpJBtVqF6<`pU>_)^3}@hdAlgm$LGm8vfO;pjIIr#zmBAX%-4(Ia|WjE2%kKMekvsM zblq2U9SXgPV&x@PLCuW!E^BXuz>$vYZS<1nwt0HKop$%rW zuDy)Zk}Z0{{u`fdx2hSVw>Dm&sfq)9H=toXNy&kvbJa?Rp#-t)4N z9x(nrqFZ}f{LVKwIqoQ0PJ{7kR@l?Ll$G#7B>F^T+Kz!2X?qY<7igb5M7KC1Ym9T~ z6njjuy68gpA^iVgG5#XGeJgU!hebs`lzp7@p?Lr+4rYbNaI?2psXdhQ(sJ0Gocq)L z%ww@+`~QSZE+^eb-nYStr*ZXbym$-3I~waEUQxl%qh!3v-%FZ)1mYrIU3RX zP^jDo%R$)iGIVnvJ39tX73&Yf)?vnKPSQHQ$x}gDd9^a~HSF>#?vICIQ}SPkrt?E3ly9n?YUT%g~WB$1ex|bE=>7kDAMw{eY>Ceu8(mHWvt$uc*$v}4bO5|zk z_#VbQ9hWOXX(5bK&**2LwRIL%mFJD1+cNWR7ynba@oyOC>ib)U&x&B6oR6a(^@`zT4=l~D`aC`S z2j8jE$9m`4E|2V&#RRZtixpG4>dr55d{gsmQhYJUOwiwM_0# zf6HQH@o|kgWx9SoCfjzbejML(mv9#B=aDh@kxukGl|s81^$L9?uiOll9zv)6^?Vo! zb2o9QJ~oi~eB6Fb#8@VJo(28tj%`k+HDcHjp0UjL*)8@O_U0VrL;hQyH*M#&$zhS~ zW2xs`&D?jrRpB9C-(}{RiKXkso;{6n0;K2CbTb`aB1JtCoyR7%#I=QbD90Q2bVT;K z?@9N@u%A3{6J&yWdhGz#AXZF_ZS?1gw1P``cwb!^0VCg^Wl~1WVugX znuV6?dj(c~36Bc+^ah-ZLGcBntTzK3Mx!cbs>=Gk31eH?jz1Nf zyP0EVV$!Zq_{H%p`RXfH6WM3fN5t+5gXCdIrn^e4_a+~G%V=-n;Z6FRz?)ZDbvz+j z%!An_qULvcT@1-BSh5SL`jPQ8wywa3_J-RTj!I4L zTBgQJITlJTpab>4oWympB=-eUVd*^hB`er;zWN7krxfDWdwNPOJv8Nu6wIaCM zyt|9OR`8tz_}hWB`4fWQ!fF`H<(alrz^m-t6pSy!Mp;RJ4v|zQTCJBiSS&kqPBM38 zzihI=q#o~EBu|SxFISQbxsH~+jpsxAd7d}cad+U*c4O^hUT9HZN<)@>8#?FX@oxI9 zB}!y}PAji+t)M<$zAyU6$`u`71q$(reKC80Pp-70+2(gm$lYd+S#Cy7#+Lysz5|r< zL{RQCWNn{&mILXL7@w;Gm*d2(j=cf*ns{9XI@yeZ>;1aA%?jl^hN4Yqt@0xkvZD-a6>vZoQ=r z)Xzp5U08MOi3e3N@g=R-;KgZ>`;4Ty8hI^lW?yTvGo+qT4-#f4!AEANtfX=uaLWBd%Iw%nl={ghe`?)D z`!o2@MTJPwPh{G}+DG^_cRy?6(oXDIk_1)E3Y$ru3?r$-u`8c!hUGiJX0k|Ck5{FB z_g>;*WvuRxQ{72a36`UwG#e9-fya69ev`#!hzhxyauyHyg#@X$INks1da94RyO4bs z{xV(Lm*HL=qSuo%6*3pI!PjgYi)|Fg@{Dz^h_{1Is>SZDzgr+PjT~=aO!oC{fJf@R z?}*2F?(BMF=XvBhygko-zl|lS@%b^vZ-Q|nT&xF=QW&<(>r_jM4+KAK- zlI>46$n(lSl6oR^2hjX`nCAI{vMiixdXK{B60u;MS0h=Xw%NF;^$ek z`1xV*It@qL<8FN8A{sX1#aZ)?WW6h}c`)gcb#<|s><)5&%aii_*$C3T%UbiW>3+Dr zM32c2Rwfy_tQockv>}6z4Aw(t9M|sBJa)7M8WO!cP9XeF~hZDu#~Gt~k7U@Ww~j zIOlywl4T{EU&ThvaPA3uq?XCfu>2ltb{8EE#qeZVn~52DGQG7Jale=}kcLZq@-y$< zRjj=LQ*X6~yjbh!VYeTdJFrzM5Dv$M>?z9ndl$GRgIexe{mlE;;cFfCNp_&=M*dif z%goweu~monkcF%W-RX-E97J82Mk~+gZ1dBHOt< z?+P={t?ZE8ZF}pbw0Yza2o)J2b#q^}t{l&vzxbpo30CQ)sh>Qjwx>uwhgE+e%TJ`} zi!Hh9-iI7x*!3*>Z6|9h=_Go#6W@2K+5H zWT#GcS4=kt{=r8dhVrG*&fS#k6W`0qt(jgove^h$dyjT!^Q4n}vQ>{e!sG&Nx?=7= zH2n!T%0P9zkygX?Xyex{^w-Zf=V43*d`j(^QF=HIhI@;FRiIhPu|r5+m*4d<#=-2~ z5}Nm6-Xu)O-Nv^aF-~l1CMMiR&R_MBTDMI}zay?6O{0&+o=?1wrMj9AB1xWrxsE@c zh$YiuI+DMg45{Bl!YQngeexsubwjJmRIV9}FGpa^&rmyAoIOO}$tBaD?H}h0a~+eF z(gtHc4f}WK`T?~1LE>)~UPZfHsc3Cgk!L3EH(q_7oJ^|CjG78zf0);^*JqJqb4|1s z7VQk#uURx#sHPYE>s--yp*A&1o+n)DigmdTU5#Z^6*$j|^~dJnB0wJ+o(#8S4lFHJ zCAaEw$MwgE5tws?czFeUnmDS3(JsJ*YINxji7EJ95-VEyBs-+8F2t~H{Pr~bI1}o5 zlBk);bDs!SogeLug?H$$ofeDPs*(BlS?D~;b3gI(Ax0hv|Kw)d0eac5ki45Yms_fJ zb^_IcS7zpYaicFRr_d(Vfhy7DV2m3^k{|FRS$#`Ecmn;OCsPS$M5zS+A(;=O?QR%# zaslV;id?40x8R=pb5q654Zbg;MRT~_;MHcFJYS@El6Rg+kJ~VBu+|N*aA)%DA&%{V zb?cF?0oXZDGNm>6}%|)#B7($382D%@bw*r1N@Sm)*^| z4%3(f)A1zS*r4}hb$o<&*%?^hC<|Gj5l(Csjpxv2pkwkhcS*6VJmias4$o;@589_; zY&$qF;8EwWb@uh#$=Bx6;!(#g;8)A^b0ZzT7XRns)FayOh{;)Zq;6z1#fE*NkW zT;8EYGT%MHvtAMpW{QQWcmFF{c4w*Nj9Tf)V{s|D>T6=z-x!he&pn`>jKuTd{|VIZ zz^x@-Jw(QlFkXbsmy4vG$Z{4>O=OzDb7u0QZO~e*RU@d5FhcVAxAFUFmdj56cfEd! zBtPjhdnJ>*yMht-B>flod^5?O<98R3tQH-UsUc^sm(e79SiUCn^-y_%q}kz8o1NQ> z=zrpK2Z;4$@8PVG+Uj{?JQ;{mwR0%ns)QZewAn%A&D!uWz3j)L$=+QFCz6Y8l_QGq zKTpKHOS7wuSyxoA;(e+)?<0nsVT`?4tC10h82x=mWT(|qy}VAAZ}G8TVg6aEryE$f zBqW>AdcIk?hjF{ITXh~fPFz0~T8HVonO;lMbpq+Hgw67Tw*p1b1!oOq1nsUZy0gYk&?Q8rj&048;T?$Vd;@3~4T%ng&NU(cB@=lKa zO)q!*^im^yq0j89%XQHiqTfz_&xTh&4D5i@&G4ZF+osaqog#G`Bb=`1-r~{Sm~a7o znroYCMwTkyc_QT^GOxv{A^h(dwkyY5&v9%8m_Nze9@46~ z-a65+1Fdq8Fj9p(P~lr{xtQ zSp}beqtCKdNPEz$FK_upw9PfCoE2TH{|=6LUA#aiE&N0Zq(nPyYH@HO&m#r1gocvjdTf+UMZ zuBVqNeAWyi57Y7s61@tGT<3ZOB8OSmW`!I}d?{vC#^60m3#n_#e~NOUPHwh%qb@V)m~ zzcJ6r9{xHszQuP>>;E=L-tFjA^nM#7Q}_H$u_<*i&w$5cV!;gskEl-fonYFTyaV~f zzN9G2vy+v6ZDBTP3Z-5?9S;3zJS@+l7N>tlwn-h+YhZGd=s#1ex&jA2r0*HHayK44 zfZ0D|@IbHXkhq(^uI9(xpnWB~T?mI+ELlq1sc<_AAGSDlFl_HI=08uU)x^a*ET5f% z8_g8Sj`a>ZeqooE%b%u^aa)9wJD=6TgUjJ;Jv zPrj>b_`xfnQ9uCM6fK7N+Hdv9T5H`3=W$mLLKk3-3)QIdxrLdqODlr?sx=_Xizj+s3% zH94!ZrZ_^R*~D^{Sv==T>l}BN<5silU078U9=FowGdkp|(APfsg4UN~ayK4$92TS& z>_vEz74dFj(sA@W5}%HS>0JICPp+gzveG3_Kr+!)fmyE7<~i%+G8iFJoQ_$kUzzy% ziuia7^jex3X7H-i6}ZZG*?spn3x0@e$)T8B@7IyNIf-h(ZMA4v+-fWN{0ERW&r@Hd zr&faZ+*3yEQ@^K-urv> zG#KBrW1%J3`IBx)`-KR!aA>3r{IvfW1hoNagG z54l5g0#7@Lthpw=Hx>;qtn`LJYF{zGt!Vx^43@$1Dbi-GHQVb8wCjuC50Z6v92w}7 z#zsB`*GJ)G>cQsf#4~1v-21!Px9iO|HF?<_cN`()iC?XNQbXK)g9rW!gRh}c z8hiTFdH{c%#XFK!GWY+IC7`3&Jdjj1*f-DppN~7q-*l4S)p74b9{DXi`;qu0apXFq zcf;0M;&c~WJAn>Mq0tUASHkQTnk;nGHN4tHw+V{*OpFdDDIf%;aB$vM)K_IVz5 zFRd1dlKVoc7w;M%_C8OuGkDSCbU2vrzJS;5%?$Hlll9*weOJZ4GUS~MpQGr~3#Q3v znI|tUr`ZxHqz3J!dVI%9??JCN7Uanj2B(sLHYGFRhj-CNx#@TGw1>36N(77zpm!E$Qk8+M)#80|ID)H<_+GKsP zf!)`dAhX`5#EGTb>aM_sMmyV zU8u)LjsK;d>S4fr`pf=_vT#j)`1W|5=PPsXFYzAnbOW7se8x&ceyh8Hs-UW(>YVUrJ=U+~4t-x|1WS;zEoAGf z@9a073;XN6{t_#H_RTiO)xxu$EcLN(2jg;{#k$Z)$$_>;+vH}hS3s^0IXYuOBl>T| zmTPe8aK3Q4sPH|%=mzm!99bJn`tjN6@VrBB$!uB`#!s?wG8Wh1AH%)+NNh^}i$2z9 z@3PW5@ux3-{J?9@HAAe%nZ1p-hv-uqT8nu6gJk{9=s!RsPstq)tM&yM-hkC`uXcst zEzmhuFN^WAJWDq*_Jw-74&t*R+nGJD#I|I|%Xwp}FXhT|o`=ghL3_P+z@k%OTjZw$ zsT;#LRSvG@=@*i+nZD<+`Wh%EpY^WB*+`!kAh|29ggY;5pS{Gp(&JoA%bt-{K6!|* ztSe}E2TVq=?YZ>783%VT_Cyvun`Y0jM>l?O6}Hq6V_%{FfnviiZ2mZ}%g&+fS-u=U zcc#%!B-b@7n_v8~J@$CyfvL{3* zLu-rCk2J&dg2OOg-2o#TlJ_{V@CFvGigokF&xiGJF+9#8`8eOa4f{C-ZnmOvSMl;Q zsBUDNTss_P#CM@Ok2PK;*SU~RWxd`!W`$Vrk-1`#*k0Z&x0OuA*yIjAa*BR(Ccl~1 zwY^I%hGcyK!Z>sy!jEOpzK`F^w6YKBjf(XS#O>1?FSM8m|* z+c~r}BbX>0eCOsC%h*T=rgS@Mt-2f^@G&~>1snj#k{Mk@+nxtKj=|b`w z*k>vpUO?kEu5s*S?oQ6~N~F5VNX6k%U4%cG*5B&8h2D>(TQc2@<|)a8^aM>dJLU!L zbN;y(YaRrL5A?p&F}XL8-M?AsCab_ld_I-q+F@XC>>q1h9^z*#{~Kq-o$+nHS@j`t zW4<=Gv-3yLACJ8c8+!rWSBPCl8$XrMp2g99=+G9EZ^45H@OTxAAC13bX|C+aVx=T)@1YPFr6JYki54DvK!mpOSUma-y*uaK!Q{*dyH)DV0aWS z&vX3O!ucEeEhR;HV|@w1s$UcdDuNkc}Nv<+t4;uf( zBZiQ%G#T@Z-g_kYlcrg@KO-7VW}Rala{+!#z{rOnF&Ngpc}#ZRKV$6u#E9%{n#Qil zQ*$3Ya$RzFyvvo4p4gOUn^NO1)hu4rM{>d^YBUl_>+2;f{ma=wOZ*>*!HcbGe&&hm zN%@Kx{u>V7fjLiO!mrw_A$2^mmEP{BUH02Irq{<{zc!_BuAczzmf6Yr%!TtcNO7x(_*SMQO-1HzLgNYgZcWz1a3guddud-wob5utao%SS`c|kX zdqI1W-$<(caqJYU(OiR_A`VuD=LR0L7?0lMw|Q!LEZNt2w~PPR>Z=|5B+A~2(<6A) zY*x?x{^T;8M&9$q$mV)F#3#MTmugYvAo@GJd+2LtUa*b4YaM?F7P9Zh`lTG5`ELy_CIkEo^Ko@r&7%7~=GR&JxzFD>v^W`# zJL{=C-H*Vw3$;zoxsEVw$JX!CaU@o>gFz)e^b~fadhNCBas!SXhvVy@d^bCu!$bZm zaN-xet-{tr^uDk5_p;q2cCQGN>_GpM^}l1y++it4-(6|`F)O8}PBAu!U$@aVnI~(C zt;KO`Jl389`_wp?jO%+@!{&MXrYy6PEHfauiVRniI?qJbz~Ux6ge3CIkgWm`RGg;5I9sR}xoSLGSaRC{Q|=N4mob|*E4 z%$=mVPmjsKk*DQmknC9;dDd}lMEv9-O+?S!b^vr|Yf%cfQK}m$n=El$0CrIW%JPWoz z%dauo2sqRdSGRcog($ec5mK4#eG()yQ0~KQ;?HBrlA1o#jL}dmoXPX|cfxiSt{C7E|AI8|b=-)Z5A{;p0i8zZW35es{WTB$8IoX?izA0N~9Qb+a@dB4Vn-?g~Yr+F6s zKvJGci`+4o%2pjnn!4F}n&&jO7{&*)|1W3I75LmD8YPqD+y2fp#$_0mYUDe!%2Kgw zG<4Rp!`Jwby%>k^jk)IC)O_4Vx~YZLP_BlTrpcvb?rR?1D01vU=40{iT5^}dyksuF z#rTtO;!;OW^m$@ac2&o!mjl@@PZ$qly*$6tf^CyOI{63x z+2Oxb|D7=RMr~51db+uy1dLl4A-iaI7Ck%zoGbDcDPpPE32iqh! z?kY&_4$CtfpOwgdW{3!j9*Iw> z%+=B{$)d3{gp-$W6I707tvn^z9iA=O`8_^28iLvL+EMhGg4YvBkUP#{RBCD`f@NpV zB{bVf%caKZM5+_D+f7`#Tg%ji??J+r7&o2AbcNv^?75W3Oc0w7#;hJV)e6QV*kLhV z^@VbxVgm@jiy`eDc`Lat!TtmFH5Cr4^;?Hc?=kXIM(n`4m(lxr8Y~op2Ew5jOxm*B zX`;c^kZPda14hfu;g>)|foqS?Ec!$JXT` zlB}S0MbuQqS_9vaEOR%Gt}s6&AI{(WIQ#hy)89b-C!gX`a61)KKQs4y?V$Ij&tj;rk70tVg-O1pR9G|`MxVD)z`;~H)rJI#Ro)K9|!z1b9M3WB^n*UD&zS=6FpzX`m;o^Mx?osT`Ta$2Sl&)AT*8#|*x*3G0Tl*|B;*fc1Zb@p1h87}B(cUNKy`QMPS9r0nxPLGfmS&gi#2iDnuYLM~k?WcrlY3#fUUM&_DK`CtwaMjo97(Uz+iPr= z=kvZd%F`IIfqy;C;>E~tHN@Nd{WCq+VZ``?e#sV;Ow0ShyoPxF4c&4!e+LArX;&Vu zlZ-OTY<9C=lM!wgmQVe!H}$fgS#~4|AL7k3ak4e+_aSd7u`QVbR#?$AG)K0^xa>l> zoQwy1wHK70!rzUKOO=kSq<!S;4AJb+9S-#^NKhr+hzTbs)Q`*$Sif;=(aSyKj4$sRA$aXSgoWZwx@|8T*T$P7s zKWWa8#~O7Oe@nHt^=6oVG7Fxi{RQIRcAvC>WUkO0$W9gi!-wCzj-*9mMxIo<2j+)E zJ^2XwiU^bRmwad|jJ6*=PKW$O#{>M-()Klayn-Xyv2(BZ)k1Hli9q|4>>!+2 zrLV_W=@&8V5|L$~o^RIAzJ70Xe9kI1u}2rJ=W3IEe4BA=vwq(;7v;*@0P|YzqrXds zwqp7>u-adQDo5H|#g^n8$=%15VtglBjrNnAKfBZZ8=oXU@-p)E#`9f_l?;i$^MXh8 z{g#-Oor%q?1rNcl)Qzt!);y-gWbuCo-u?#PuF0!XuW*rX7K+mQiGM5EGS?t>WtUIc z<;j8_`q3!QBmQ@i?gVV7>T3hIAxecv{S##62@) zn7P)`a+Ke8KxQ+$mxo9NQXWc{Ds=o@3`vIW{c!YK{C&X~xl_*ffz)(59~Lv|SF}K` zZG3$ce%y!s*$wdm-ALf?Gv ztZe=N4+>|Jp%~md(X~8|KIc9u8R(WnBkvl|$MWv3&NNdQbJTGcQkQ-6WVouow~KGT z`ZUi5%h4#`gVu@jpBm>h8l>{@Rd8KM-lyobkdzzPzM&|R96eLfWRGe>w&)L=6 zlyoy-aU@;eH|J_Tw4S$rgq_Kwy3%i{L7IEP!bWMP?H)GjAx`G~R13Drd#s%D?rYq3 zbk9!M0U~~FwkfJ#adzv2~1L7Wqj2_0cC)MR}Ne+ms*t{#b2azPtN?X8tr(RhX3R#cm zVB=~&Kea%v@}gcRv*q3WUTEfh*AlEKN~*T}>4yT3A1*c>&7Wt%|3CapeVn7%?P<)* zbL#VqHP(p3p-{!VsqB$eESaqi!upQp|K2_6F`~x%uFYVLQT%JExONxZ`qStZy545I z_U_v@;_EV4<&ORwd|!>jmyH&s4Ud+`+#4doTB$nYjirbGQBa}Ff;Qmb>S(bj@baz@PHJMsKN_#nzx1(>2Y3{Gq8`cQ!3Er z>_bn!KY+BO==c(elX<43sB$vP{mpXizyvbCuTNQRpC|ERadRIePNidV9yj*;5`I$y!;d3>Uw?MM{3v|?8a~Ma zyoP3VMWss6NqvyJFz^64jA4NzthUARxsTXToQ$2!n4EXXft^~GJD|9vfccNG;Mqo~ z!N(sr{t2%2;HwQ`75})F<#I;lM%*qV<|eC1PJZlUo8$=TOt1G~xz8*YyS|*hsSUl! z%=^LSGIsx(rcaP@G@jMPjJw$Db^TlGk;rkT(X)&7P(AO^BJX$e_WLLIXNh3%^Y3K+ zdy=JwK>jn#*^UW2={W=IpJ9_^h%8FlAH=$w#L`r*{+<4vS?)miKd422~BJ(hEa1T{|^QahyKy-EBmrh>NVWThP7Za z&$ZMpSgG9tGt7m=pLpCJd$YIUVsZHbyju^IGx*pFE%T=HQlUx|>9lm~#6FC`k zB%6QFs;gZuX{2XabS^Z0rTG~1^@VdzOIF9>UZm>gzN0AYa(3++JbsMrkAe9dmP(el zZ=s!>E!kc79l6Kg%QNm*Ug43Wv>QqGJX<`k;2TGI?CWVA$Z7cN&CrE?5&?%>u?k_z zLoA<~;?1pxsfSn5%D#Y?OegyczI6-9CPAW-6)ATGWvq3%FRURR%+UUJsND?bQ$&&> zymz5icjSE(=nO$j`rD3S1%;>jWB--gAxM=xq2Xs?xo)uWc|KiwX4i-IiXhtV=shf?05y- zFVjAm!}|NZwcmb)&5z<`DuNY0lB_f4`jJQSe-Y~$t}}Z+-_n17ma=) zYrLaR4_f^X5AvofnL+c8>P`9;5pz#q_b>f4$0yGhM5}tx_|$02AhnTqCyUi=)}FvR zwdN3`>5)|5$1$Y_?f}#}vqN5f8Y@ILX8NKm7WXrYGWfo*eYIqVzZR zY1n@}ZY0C&#|2uS1pHn02q5z#%F+S_7PT|HBE^e?_MoF5-5qUH%t>Is~|SB`|Y^R$yjf&+fmwWAZ6-z)-Sj| znw%4GwHK=;2T>vMxwqa=lQ}z;lB;t%-JU9lcZacW57N$n*f`fdcC8=m8j|7ro*FH0P5JBmad^ z9A(wH+32Uh`3}hBo@l|pxbX0$EVmgKY9==0Ob(3U6UsYg>+ z>lnK;S#A{z{(|e91wNOWvLBMPH;zqV{pWCZHoyKv|7m7S-O|gj<6jcZVzbmTUrYML z+w7^^3&HEn+W`;9VBs-*;Y6`&rs#W-*tAak%&DhY=KGnCj&(H|iXO#>JarpQicjIR zgG9&TM|Nko(=%`EvJdUqqtG~Nz&c!THv zkHzyYHv9N4c8~Xyx!+=|VLWdhzkeK>c{7~KgzLz3vp9Ghr1B;%85KwP``JAkeOebSuw-@%AL&X5Ry&8qvnOMU z81oA6U&u-o;e0%VR`JmjNO-iKmyvJ*pV~_1dkUh#Nup87g8o;EcYl*;KOWK@YZ7Pk zR`o99k74_9(D)c;TiEF~GNrcRIqX`B7rbnJx`FrHYWD8>W#{eYZ4He^c=rbs>zVx=GIi8vE<0rxU8<|xO!KSYRY{DVPO?76 zPj1LU^lb0?K9P8ZzLjWlww_CHKKHrhF?APhx0^Gyt2V&082O$o!0R)u%0O%!|2Yl< z**8541KVK1G9qu_bB}v9Bx>VMDhe&(Z3pwozFHpc^F;F{G@Q#1it~tVWceD4Q`NPd-me<> zK@t!2doOXXCNy8uwiStem2RfUzTM%)AVGr zf8n#8Vohr2W=DL^2yfK;2r>N|S5tTNL;v4k{9mx~6IWBYbiJtkzPT$vE;Xf2v}UBj zz!Dm6q}3aI=0DM(89N=xp0Dzld)fVSOlgk;`8HO>CpW>SF0`^wCG{?T5D!za^kjT& z>yx=!Ho*U<%-)9PZ@Ld#LG%A0GE6-Ae^&pfR|UG4B>7$Xl!0{W#w4Rt-aFS~i9ESm zYlZ8>CSBP-`xNTCx{uYeH}r4(dzh46pm?nqQ=LTR^!#0%%_-H?x@^Nwv(_xd~%4jlS_CiNjr(`4Md`9G+z#} zM#gU^YE3b21=^Rw?Cdmr+wAknR0>P728@d372?cce$)`w0xJ(hP&c{8#a=Zmpd zGN5%}>uUz~>k^;xF_JLJBkFX^7<#jD`-Jl1!>p<@f~3BIM#0A6t) zExX~!G?H}3!(O~TJA{_HzDB<}T8%bm_5j=r(_+Rw8H;ky`mdDitwK=TDCtZ7{5pP2dpHzGuzM?$l!or2mif@6tP2pHgvj5|3X&*G9Ow zmtDHy(!oX<%ESJ}=IjGFoo_c`m1G+^o))hg`)1mwLe~O*H4Mg^==_#>zT_95u~Jdd zWPf9Bg7ckPenIC!i_6Zbjze{OTAzpN7(O zqpjoh*JF7T94`%zf>Vr=gyN(r6 zQrWGaSTT}4@(wyV*)E3KHClA_@BIa_cZbhjhEeih=8R>k{Olpk{$kv6de0^0M%I6d zMCa3cgE_M+W|?SO4>t;IW^WdlQdHZQ3J6mFh+qh>}-fVAd;un#Ff}ES!7CH&JGa& zMvO~F>?c@fAA3Daqpw-<5e#|TI+xnDZArV_^+Rbm0*d#*B>4oAovQ}+W}V7j+PtwW z3*lF_8vvb)F!xvd-OsrBK9^kZ-C-4;w?2i~ZZ(T0*^YuP$$=8Np$8IZjs#A6} zdQNO^Vx0q6aTguNu-3Vv$=%vcwt~+Vrw$f5X6o^t8LIP_Jhj~k`GFXc6Km~hSe)e+ z+oz;@2aA)zrZ~o=qDAWY9OZ5< z?>CaWr5q~{#`>HgobR5XxcMJ7?|69T8^mb1TuSP`N1w4k6^XCFnS>V9Yea3ShhlotHg-b?uh1)PsG$Gw_R{aFaD*khq`RD0$DFs)hq;^PMXzd0j`c%w_Llq!TIl><4)y~BaCyYE7={eoCQ<=bSIhWLtqH}t7?-|Si42%?J{V$cx^*SW0 zic8lSeYlxl5-sXL@q~hz+dy&y?UExt-{U{9E{rhdRoHenMoq)kX(XCKlKSNMhb8kq z|MAHcI7eX-KBl<9Phx`1-#`UxbC$U)iqP2ul{m(~2U&p;nG(^($wE+U?pjdL1O1jb+ctu6)PZvyC}YO#F+C|6g-w8;kwR z-}ccp_xJbUSTXawX0;fFSD)!sj8ENXZJEgGGeoF8`+Sz1kjZMkhCc22V+B6* zFVA~|p0DG@ChZ;}-#7?W(dKcUoj1Qn^RMK-e1rCLtynjb`2`~v7f<%_^7k-ytk}H( zBl`F>cbny~@NIvxOQSbgTVOyfk{+mU5x@UU?$n4&{5+qZjArdr8%$NQ?8qLWSK?0z zSKsreF-yEdmp9xmW+&l$&^y(fg=je+5;t2jE+9c^<8_DoySO|B|5~%hTey(=VdG(! zoxaIL)(N|8f6BnoPp`GqK**n%cG+DTcLZ}n#w!xgM{d}$YeiZd)lj>WVbikLldC&n^HPzLX*nJ&I zp67vcu{JBf4WxX@^;6ifng~*wewXn5JaHKf$HH`92etC7mzojT{eB6mm5`@GJ-juI!!@QH~9cg$TN zUK75rLZ>IK59O`7JFf|c4$xY}7w;fdGCwExZ%ZR}BJ;Cs@DTae)8bx#&&J!-av99; zH?hJ`@cacb!}P6&TR&URhr<01ac3xPb4v3RJc|XhivG%{`}kxxga^RvK)m{#XZ|jl z9Y&J3Sn6dGuBByrm?wjEGH^HKF@@lpJX-sc`XKS>4~VB$)ZJ{{mUleI61@x7^yakP z%4fbX%G+knGumXkFOJ`p;F-*e*=;tP$E`N%AiY|$L}3hB!ef@3w^Xq%9YyEVlF8GOuC(7@-}$U^ zn%VAfr3AM8!GFdZh=1x|nHwvEHq^9!A<~mheIj!K?&}$HXvcQHLd0J`%CQsrnD|vT)FU6Vv ztbtS5z7w4;#Nt!TGl0F0qERxkd_vo&VR{L_JDc6UFw=ULFM*X^w0e?Vy1ExAhL2yv zJnx572{w7aa^^ngIdZbNqTiZ9Fj)#xnKpTvU!>cyWXe0t6UC66K;5I=a{ivY;O(`@ zGqAB@Zg`XL3dvkjip8hEYMWU`^Mx*2Rdj6!L@pL%k{NEBxvFFF1X(^N z)BfzXo=u05<$H0tskI|@Sw}-4tM~qFlKQ533o-}ev%71hE8WG|+K}zfYP;O8P7)K& zj^%;&^_O5EEvv;)gU+(MkV2wr>)2Mc|2~N<>ykYopZeNX#OYZ z4mM{c%znrG*JD!7mTbqyA#^B0h6NCOmxS5*(T#L7`Qpo%{v=HEj5w!*mKnbuPri>- z1GW1NGCkRB39Pf@{2$iLIfLvTPgcp)$EhVEB?o&iaq3W(JP~@iQ^+&-e+mPT_S8gRo?rJW_u9JNJs!^)o^(c|F z8}=;Ls~J9&6Dt?LiUwh1D`KhFFV)r ztapg`vz+AJ#E;GNo9%j@(UoVLY3x)Q|8B+5J}mWuRV?+!zB2YPa5>Va2jktn{!g6E zj@2a9sY<4yMH4dM;iv)$i_t;t@-9IK(x&p6%TQ`@z7F>))!M{Dtr=<(}#N%AP11jAQYp&o5ZWA!`!f6~m47&+$&#%W*O z-{s`G5EJvJ-~zK%b-g>jR)cmm8h<6;&*mS$i+#cVY;r7S#fnCK(+V^Q@-OhZ8Lq4) z`#^T;f$1gScL9Ff!@6s+=65U5VC+uivE1pVPIT@+mz(8qNR5PWGT%LhU46yjQLblq zSb4U1i1Z6^G}*(u!!Ft67vS?_qQM8)`Xda^G}CPQzN=^6RqSSuWruPI0r}|k>DBoy?Yamb& z`cp;k7MM5LnKu)f!`LE4ns@N_LQSH1BYqtQBc;x4+En^~A3~ z*}Eu)?KV;;ZI}3es1^%hnm1|5XIF(y29Z5^6DFGHLrl9H7Dae>AB>v9w(t2jHL$j6 zUxLR!3z^JX8EUzceZaVtSSe2yliza|Pif0blQUv0J<8K_Dm%2pu}-jV#JYK!Gz1H` z_$26!X!%NPke}zMbiTV%X%&>wu zxs~k6XSB_DZ_slS?jDWnHATQwm1=`ocd@}qSb3hfy9mnJBat1pmE9qvlKDoKy578b z3-lxu5~Cgv!@na}7Z^RvTVH3xHnd$0lk0fVHQEe>!eMak2Z6G1$am1x3TaKAD3r#0Xne_2UgTRjuP}?e^+=xD9fRFJ zoLClklvI9N&B znf|?;f9|8#etMm!Uq@OV$;)mQuSc+A&N`=t=5l(E#r5NjmwG`<*r6uu$LOCNd8Hut zrd6#c`4<($tWT|h$<+R%PuFAYR}gN_ren3qex!FHI?qq3M_QF7CYmc**VmBb7?Ruu zvp;xb3%FFp#9!!rhkmD+=_+3E39HWHF%$5!B2Fi-{7l~P1uHfal~R=|&mfx6z8Fh< zY=%SW-kk@}$Hz^6-pz`su$$bLUx_nsYg^5y$%MARCx77Yeylo!E&mkj7GuV5uI-^^ zPLO7l`E>hNyw7*dre?aHZx)C2_vAducfZdEQp`CW9WWHO`d~wI62vs!s5&%+V$f-3ta!qye;(HBT8=Y zZy6llZk+Ar*v?`fv&#KExhHIrg>NM0PUc@X@x7Y*yu+_f$G`^gIE&pzixuC);J5;B z-vP^h*j>o{$@TOXn!^Zvx)2E7U^9$||E;M&>Hpwc}S5)ln&l9+o ztVmzr^*?62NUYidp(X_^&9~?6#(m9vpXl2bHhGqxymd|Jl{=z#KFt%AJ)+bNb{`D464r_0xVVOWH^JjcawYpxc6H^OPF+l^>(eG|d%VbXrP=e{{?UTf{~&D6 zvx?N4Og*c3YWC0OY|}z|B=>K=UHxMn=xKc@je)PR>k6Z`_Wvi)=`8AuqR&M9u4gsq zioFkDd_7U21ify6P-UFiLDQZ*qMb;RN-OuX!A7k{8oi=E!^GD+=$oA9`^>$S)skPd zC5!aN+|`gN#6GL6^xKTGNQ5fuzGkNAI@I{7F}RlQIyh?B7!E4L^fQ53BeTu{(GCXOJ&v42l}@ z5qO=<;@SCo6KS&luPiBl_vw5RonhqfNcs7C_B;m=XT@)pRj$6 zg2=QHUhRE)1awwnLMj7&C$^=U!6?!C1UBewj%A`pd3^59_C@H}+ge)!ORB(ZvDG0t zZju4KhgC12H9zOuokIaITrh~=U@ZulfR^=Hf>4Q)O_z4 z^$^lt1KVz9ZjH%jy7wE5%c&jJjcvC;zbT0(Y4@G$IU&-RM9Gi+IDbin=6FJJJgN`f zJRf+$-;yLNW4>qn`H~cQANM%^Ol9wK?3{g9-CfVgu$=X4$K$(_=Lf9&#!RVr0{>cBo~Li(kHH2zYs#@~ za6bgX$c21wAoLOmw$kS`pU$>IOv2hlqWB12c%?`%hQueCaWY*782xN3OeYv`a1U1( z)9z)_)UKJ6(;r-~zAiw7@5xdEFtBuOjCTuOuS#@<5PYH-b3nw^B}pwNZ{ zYuP5JOl~$u8+}Jx>kC2e0X-{;J*hqZ3LW;R@d~p127$bX9!!Vr^va&PcZ`sC%JKv-?Dw!{Bl( zYcHf{PM@A()*@Kbjs+j%af$z_gxY{z9}$gnYW)OSB|_yC;DK0^e8|~V-JjHr$o7=q zmhynNN%SQ2ZpQp8X@8sflLdW<*;83J88>&a?-%BKk(FDLZiPQfdExCM$IX0Zu^Ap^ z_di)F?>;^iAuiB<8cClsLaG`3=UVRba(XmbKL)^MF&WRmfSvepGD~Jp)z9S03GnWG zCA$}sPb7CK)p&Pp*tQq@mb#v^HQBq@lHG5j=Lcd`Eq+y2TzHVLu4I9yS)v|&a{_xW zT(V=KsL%g}RO0mlxc^Gp8e};@biB~mXPI@bsFB(qIfrmC9GcUh7waCy3;#BHS)*sS zPzTZKPBY&Qi)8oh!|vnR;}240|9^JUJOSTS0Uyq@leggxYfm#)Y>54TkmDB2Ne-hm z;z1Walu@vWTI z{8Du7!os;9A1KxgH(bS zgE1}qTa^t{h2%W;=mpVM5KDc_VDvs)pUpyx{C&X)joI;I$ovES>}3Cq-7jGM!8p6a zzwhgN9;xmi>o911W3*4jkD~08JLlvQc$>E-`|J=NaWp;h?0*ECJ!0%utXI{%{V{DZ z%?cak3&`!{pZh~Nb)VkQ`W60@w>J~X*M;&oXv$R3(3B?)%mn zYdlm|(RnxP{Q-s3^-Fe>iqOw_mmIe3%mj6H{2iQnZRPBy~@9nHJ~Mwd%*lQadItrS3_;C@q4lK86^E% zY)B;f4}#efva8$F$*Blg-k` zsHd_~W6>q2wWgVUvtFaHx0?0fSzhy$%ZusmkEN%U%Wxnfiran2pF~aqb?}p>c3!>oTtp5Xh)PnsL z9m7Y&l0$Dz_B_zZNZ4!v>7XMq)yKom?w+OpSYKb8(qnj%D1!O@s3EnAK%C` zj;^ldRPHJ~OZA6U#y^TKsiL}rWQ*{1WWl$Eya_H2uOjg7Mb5m(TW#&Ck5SjsBhMHI zlJ!ZfdJ;>&h0N-LZ@vdT|4 z<5);7#+-&e`HnTRBk?&1CP&|m+9x+(YF&S!{VQax1*PZl{z`v~_%<-XN_4%MRzWTm z4lZGl)YK@8mHo-H5`U(!RWtG6LhDVkfqZQIk;Wem{Ts!X$Z>EzW*Pw~LIo(D*ZO_fY<^m+Z}OdnW7GC+k&MR?b?yiJksr@r%W!20qOW z^3LRFtmhXvcd~g)lJ*oHmMW!r0+myMulbw0^{FVc8xJPJb~K+n-U!*9(ZFx1SJH~a zztg#|S(BUT0a^{$ex7kx=$U8R4Pc(!wiPh@F@5gD{Cy(oWl&t?PB?j(#*=*&#IDlz zGSdD;=X;=Ywb>GlyJPW0zL@GF{aN)@%sQTZkA?YRT6Km<&IFw8`WmtgcO}^=K4Z^f z4qb`f3Mq$3goJN|j%z7`z_9w~z=P7s->$5|lE+*yt z+(q=f4SRFfbvkY(du#T&=Goh|qRu;3lsRPRK<4LpKr&M{WWN!tpEGAy>amnJrkd3= zq`Ax09@eBg#n@Ce%#(`2*xH*^k3u4q*-ML-*O0pdY-U1Y9jhhtM)o=%SP<`j(zZ4n z>(k>62>(gjG4!oWn!b8v=Um>ETxw{PQ%z+3$(tQEt9b#wWCszr=FQNk~L2wnzG9<+8m_K4y-%_ zws|ht5T4Ijfu_MJH9fmx`ho%}{xJJo2)7k)euTv31uM@g?aQ-FGZy=u-*xnNhpSaF z_!pSIz!J$(e*hL%qT6q9c|nYuO#6=HDsKGEq-@Aax&OSy^=(FcgGRTCL#Y+K4LbeJ zkjkd#VsB|PY-gDP^uLMLC-Jssyt)B~4%H$%KIXFElU9$LSo#Er9PH=w_5aMZ4N#xO z*DfGOBR@ZZfrVXLBBp)^lNs2O=O0J-w*&m1!^o~YpbtcTvDTEujp^+1G#<_18>R3p zRna!%)Dg7HE|cVdc}rYb=-)9~UJ9enX!V3yPl5J{bU%WGKe77zMy?6vQ?>06`J=J< zRO1YA?Ik?h&l*w1_=E7}E@<8eyNYm~i&Z`O?&W?SU2xa)k#Wbc&a2{KF}B{Q?WgQq z$f{UHv}nU3=dnU>(KGM!$MU+%F(?(^bKg^zK9j|TwU{!8rITa*9{T02<{11v3|nWK zcRehVxhVTzw_xvqFufW_lc8jaHt(@QPDQpeL!N`op#NWbjv-4ij7hEM7cpWvG=8+U z{|`FZ?ev(HBDEOHu>Z%hL1rE$q7K8b zoH*=hw5G<)^XwKh9we5OB~eYi8^YpH9D1=p?k3`9@(Daaiey|&t-JkLs01FBhyT5B zx}LqOLZJkt`)a)fI*;=AI{ad@2!8=q-3QASq`rwfJt2{kKt0Lx5w_K5r~65jeBw1p zlNyh;-Jwlk_vE=x)%Ggvw15URu;EGC0Wiu_b2%VlkF$>%k}W&7A=>Fp)-AU6g=;yx9mZi(udI>h&a9zz^EH|Cuj#B;)T^mc7+n6I>n6 z8?vkFG8lXZzf~++4*PcSzG|>at+buEmJD=@X_t3I71*~mjGFS35yrfhJpc0BQn;7h zV3p~3ol%O@I);j;K?+P#LF_|R?!LS}{eJp;RMZ#3Z{Q<@mX|e;W z`ditu=j?E;vnDpT`d@_QXOiV{>*Bdu+|HB68gUTjjDuRTYnG;2^0lGR3Ap(7N)wiyO%&yw7i)_)B*5+|BRKG+HW+E)xODVb@Qjo5t3Kd3S1= zTu-u*bnnSdd1Cl6ZvBJrMd|q?511%EEoIM1c)7g5i_ga8&#}J{*yn&jBf9u$F zJF8R>rO<2OGy=PC z)?yHBv%_<;KJD2s-)K^!;x4S{E+(80jbbeE9e%W>`(UzuOR`Vsmn_PQJiBae#KQVN z&Jx{7@PglF8!It9&%~SgEZHsdOh4bDs`?~Z`zqtwcXZurjHWn|xBnYxK28+9fVIBI zvfuFgci1i`>3W{>vvs>XZTpCo|Ixh-D?J0{UC@5pn$^@#tudxJ>{CDE5dM>Wg6l9N zIo1E>JrkhZ4OTg?-5L&m8adBiN^75r-W$dA4~$ls)w6GBjo+F;W*l4hq1Q1YY$dYX z0gq4l!zg_F6CXT7W;bz8=`M+j=a8DSsfmO$-ovkhj8#bRf6 z$=4T+Za3Z>eE!>5Ic>JgebjX@PA$@P?3>!Bb$MfQm8@Z<*0lJUd|#MxIe#2Nw^{Ih zg0^2`*>*Pi6M}gse<=(0V}TB4T0)n%V3T@0CACf7s1MoXW<5)4nbSUx!Mq0cG}q@H z60M+ZYPn|r#u%f1#h!T&d@0Lbf|mpExD;HM((+NN&%vg$k_xkDotGE4y9qnm3 z*=K)|x2~%b*kCRHPj%~_#!Cg`Vp;`-xIs0Gmqek(@P@A$d;96HRmrJN%z$=i1ts|Tii52IG%OEsRHohD29-b8lI9@j?JvgDyWQQOCjak(+e z(fnxrO3@|j%N1ss?6d3#KZGs+g=;ET-E59xaNj5jj(06JvNl?&CbLw1D5c_fajeSQ zuW!Y+M8S9Ae_VkzQi*N~dtM}7KS%QF*5Cd0*=>$`*jIzqvPU3Q*1tCHX(Xl>2EBr3h=1kV8ZPXj^V416VdV4w~J3zY>DUx&N2p*r4CfUVuniVs( z&GSC(H`nVx_6!<5K!;PUaN}7p6)Wn~W|la4x1Se@ZzX7Yzm}=oQka~NvgnsAb0?eD zG)^^^_@9V1m&N|{|1|c=zQ5V#?WaS%d*7Nb}RXRRu^xDw606wQ;T5={oM9#ZK zhAUxH4+|@ru{L=cv(JqC5PuW z-h3R3uk`<`H#BzD>pX|%Yc%Kz{A^nm$rv(nDHo!R; zas>T;5)n4RCmCB(VR)1=MnNTawFk59qaxoSX8E1Wy~Uf(JmNobWR#yKu|nQDRj_W{L~zq0>;yd~dkM|0h6o z1NJY&&aQr*Y>dkKt|fIZs2s*`Q*oto13RSJ#Lcc0776lZBANI`xso>{h2XT3zO5m98c#~?sB@sW z1sC$peudVFYh_sK1$TSP@aa_Ecmy8YOUH|Gx|_)Sy2y10t7ea6_?>r$Tj@QL$K2tQ z3-Bp*Rc~U|%S4*gTTj-n>#%SKD?Nm<-y3HRe`!!~w{Qr}r}MeP$Tt@A8=9#r{PSGv zdhMF&H3u; zLw7Db{uZ~cVU0=R>(B1PbBce5m1REmwKwlfb8OPC5m~#F;v*jN3nV|li9fKeJg#Ja zW4<-KZtQc(lH9HPYjc%3l7IX~?Y7hMCDQeTe`;-3!-A{bfh}jfcgfsI45$a|R75^U zyKDG+&gBiK<>TV&BJpDe{@zKOYQ}8|$Ne$t8I~=>EAE8kPxMM1xzwQ;rcZJlJV3w6 zB2ji{*YNjnGdA}56HZEWTVm2QJ#%-l0o!jR z+bBMBlDLpPL=}12m-K7{gUj&pTKc_a{BF=m9j?DgIEH^urrTu5rq)|gc0Jbr9pF)u z6hZJ$7P;2U$FW%xvOH|8WFATF(9|3`-CEF3ukldX$i~Cn>vkbeGIT#JVkRTVV7%T8 zi#!i}o879iLNb0$7ipg3t9dv7pi#dg?>WXwo|B8Laeu?{7o)wQUFtkO2aj`U)RMe4 zSZyPZS}Q)+hfeY>XJ7DD@Y%{wUm?klG%if0L&b&%{CtnuOYo`+;z_FLeaIeHyHd#L ztuVYPEXrW_Pq>*q2!H#uj=qI>NHSd3-yXHTpk7;aN#3-`bIp+ z$?1ida6GMd zLWe=;JzO5C^;EOuq{un+Y(cwtVLz;VpG;NEa0%^-iVEA!Kb_6`(6o_zmxg@jSEFx% zLe6fNG-B%1y`}e?B<)7#HgsuZ?24MK@tk@}eI?s$?V1-tg?suMdTNG~aBr zEjYOh6Y@s#YBo!jyxg;YPKLav>IS!uj5-{Tp2f1%x~#)rQy1`JUh{$RkHnPrtXc{~ z%ERgsD`itGORbC-Xq4O%$+?wXmAz;(92<)8nK#K<#%H+)d)bxjDa-wQ-eOi{$z-J* z$Xk-(@jZBLgHL}5HW1HJA?Hb-wr8gee0K-bR~U7!{{Ix*v+kkeNY|1BW-BR<>0(g+(3s9&fylM7-2lO^)x=pz$8Pl8>buZ-0fv?;59!(T3xFti05<5BS_! z=I%wuWCB~mYG?5NJB^U)rX#J7W69fxtUYnNvL4?XalZJ|gGKLw%Kc>X)%xdf52+1mE|euT*qcVld>D!8u}J7k?)Pe z*CMX;)#i3T?cl9*F)WpkexUEkd~36Q9Uzz;$5&$YY*A+sY0szCYgU8m5WfxvWm*1b zTuMfbcE(!Brm6q57&>|Ce*hnN+9#b@_F^9PoHZbMm~O?*?eK0+_i60#x>?p>{fF>O z)|cnmK3Pg97pxOINU%@KoX2Ve(JM%joZk=NO*q~Io{(jHi^9k5WZqtwH3nhIM0YUbj8~%In^5Yi zTFN+{y2?$nl(GV>lh)p@edX;f57YCE0 zH<_&l(pdo`Vo$Ase6<}p~DT(&uda65f+&-PgXs%PLwcF48l zv*(emm-X>?e-{{MEFOIAvujzut4PsT&p|M0i<7w{_<)W6BVRF|Qik^Dh+)G-_3;?7 zm~Bc~X-v`=Abd2zHTbnX^+mRW6v zutZn(TcFLC5FQ{d%_Vhxj5!Rd4~Pe6i9`#`eXS_g%iPHsl)T2{&9m5=TA$so<~ens znGEk;X#A$J?uFt!zoq(GQ7idG*mZ}=KwKV1=I{MY{`&olJRYK5A#lIBD%1Hqapgg= z>2*EF(DEsE91HVZY*SKv$WE6gEHX{>xZlr>$+Z;Qvm>PhPuZi_{bKQaF)n#q8mS)%owc2D_s(sFXZF1+7H=V!2yo>vt57{rf zG>bzxr)B=6d+suG-t%5^tmaco{QMp-8_en-vU4@M=M8^$!F6H1H6(eLwXe`K&kJ^7 zaB1ABL+)fhdt3ylO!GnP_9{E|v!-1jzC4EWW%mKihQyWNp2EVUN-u%wBN@{En!kuOg+GQ zUr{{IsgqR8tZUTqygt>g-hs|mG4KiFp9aNAI6H?eYMXrsMr<_Fxujl$;W@L=%=oF$ zl9NBF?b|`ivoYZvvFcE5#v8K|?&N*dVjjNUyqm4;c}o5_eCA{IiT?Z}qNE1!+Jd#U z83ta1bA#C8Gn`8OmtmyHopo|Nm|QQ&fH$aMjwe97n0=`I2>cX z&%iEkjkm$|F^ny&ZO$hgWvxn0 z)mx#HjPp6yIf4wyijj(bgYh9}9M@oPGE>)pMk`pi*W+PQoJpEX*zjdcc$9DExk64u zPZ1-MalbjANoA{xTpfhX+q6rSzSUNP&uG?y#|2*V?uM z8uLiM(2DRge5d#`*Qh_zqNzC=xqq1g`}Z*E8{V4gwuN2WAJe~P>tnEI4s@O&|KEJ% zYIfK}u2*KfY8&f6c-Vf!MLN*&vN|)9`mXA(uq9Dgz*eZ?k4-kK1ofmBg}WT zv9553wi7acvT{qvSMYyM-{cfxX-NESmJOoD!$wP{=Ecw`jO?qz-bz0-g7^DA6@(q}Fo0dn@u_k^ErCkT;e@nwR z+^ZF3shoRA&f-Hwj63|lO}};KDhK~mvTDd1CP8YvyNHS6!!9$eH^NpPmrP-oy1o@Y zMS13&0zM{_U#f%;6|D~E`KRICKD|#SeN%iXMwLI5CmDi+Fp^o@6ic<-9qkABXd=U83aeYj#NCx`|gC!S!A8c`nTg??8c4$q7)6r}+31_ar#rf=cy-1onjyv%DRDW|4xsVvy8$u_TH7C5UV3A}3 zp2_1=<*cYx>3l2pLX27(S|I94;?@ zrB3S{j6dA$?X4&|L)Db;o@vGx$(HQ&Tlwl6w0H{Fv%6#zU#V3P{gYQ|H7krJ;rnKK z-MkA}ZMEoiJgKTfp(9D>k|R0BiujY7qwlj|zJKP?PhLHi1^3Xk6fZp7XqEWZIsP9&&n8C7DgK+VY>#O^Z{SyCqdcrWW(PLuR!vHkpi z5TCe5%o?x#Y@V{(_%(6wNR0oGrS4_xuQ6-|#-zf;_vE|67zeQb8D>7nnD4XXi!|t0 zuzFSES$R_O2d;lB?)*fS!bWMxyVlWXyxuu=n7l$2T^qzls*oYM${*+P$sJyb?8A)r zCR;w}4)bhGE<%p%X}q5_&1uw(J#xyUk)9Xwg-xRSx1!w#yy0`mwS@EwR@J6@Cg*cy zBNfAycVW^(+hl95NV=S5`HF=HlkPECe~vGYXn8zONsjqB{!b>Dr_A}5ct4XKZQy^g z`5UR!>!uCYmM&6iu=*Ep+Dux+)zwdUa-nc<`ws| z`Qsu&v7^@jeeB}Q;$LtB08Z_7ntw9)g21K&6FSW7qE%^q1kR6Gyz~&Yh^`Yxd zc1@PQCgQ?wk~|5QIxu;e_5TOO1$fqlKRu;qJ8@*Wmepz4%stcq(jBg4G1lnJuV;y- zd4lpWiEpzG<~&hvdK`_7U&A!da#HK?Dl+7~ao)neMvhaBKE~Ze)~FSbzt%W^;mW&E z>tijsL;nhR^@QI~XNeb}y^O{=1$-5bW$#>`n(ea&?l0ygFKHco4+}2QZYHeWXU+G; znAb_YLev`Sx4t-;JWKD8=K)--XVDoS@J?EznSRlFiQVn@Etm+zR9K>=bbt$Q9`tzpWlDRK?TQ>38>_u!~j_vxL z3!j$8sYA+<eR z7qL`wo6PWg>Zxwj`#ic{gY}hN%hSEeB5!uPS7rTmyy6gSI)ddluudC&k}GHknRA9Z zIhURnhYlxg>R4W-)xquv8X2bnF6311AZyx>;@cZg&3(ZdabP|#DC18xR!xnFVdQ?t zPyJlEM(;cuPd3++$+g>09YnZEEWN9Msk8W0-qfuz{%$tg;HN(N&8G7lY$9DIa~b&&0~XW%yKf$H^SCbW;@ayN`2!dd)24-d;;lm zN;mbL&&B<`QOGyag=Bx44$~nXF8!!wBW!(wgq^LQ?fL1jfX0lor*`38zRkBa-ZCQ$hix(lq-s*mX3Vz+cZU3Tq^Jv_Zm!?U zy79|#W~e4=)PVE?t#6>mODvN2IXOpj47^{`{wr78W6T?HIT!by!};kxEdrBqQ23iQ z_9M^tBJOo`9?5Q}i8wDpu8HwR={*RZJ#e%(dnSX|KYDF5%EvH%+o(5MG4}HFXd}6~wB1U!REi zce$1t-Ctw>cdT|iNuM**neG#AWx;m}?oxj7Q)zl76V)@U^9fW=Er{g*|9q$q36`*N zvd+{ZS?Vk%o9S5n?y-jCG~*~}&SBp?uiW4G4~Y*S_`f=?-3O_^Xp;PU=kVWQyzgh@ z;?L7~^_s{y0?%LY_Y8UsAz@dxUdTRqUVn%?ro}XvC$uq;!D*2Aovm=?$5!F71MSpRy6{{>{uRdlg1F!jhdtL8MWXT)hoZ%UZrw_7OZT*J1 zCw^c2xtcbucxz7fUt+ErdbY#Sm-y>nSaY5E?zEy^Pya3Kl#B}3vCQpwovN#U!Y?&( z?}A|R?0@F(SUTknc)J!KKxH4?Hj8=#pgDj{KeByoQ70AA+Oz6>R?fcBTQEA+=k9^( z-Q-z<9c>EG&fBKV^j@h?@`AhqzsCOLEWiq@SP^Y2`8VJC{v&Y-+O}b(A6UITi?oJV zTYVdA|0BFcn&Ts__QGl*p0+Y`@_=sR@!uGIJ^52RWDPCL7u+RfSM@mZ6v5`_tx}b6 zrwMC5#E-6|(-Hi)9Pa0-dg?lt<% zDQcI1)OI!>g)KX2djTm9#I#g?Ot$!LuK&XBACu)q)_I&|vIG4{*6Bx&4`?|DKF8o< zcCHrD|5P#OT=FK1zGT^5xBHB62q}}(E?I|Ly4sP116lfUtT_up$FtId#><)R znfe}%y91$HUL<-$|6egLJD%o?247lHvMX;T&UMo(S(<v;NEB3_>I-%GB8 zwb@9QN61}E-<(BE_M|~5dsHG6W9W*2hKU)QJI9K5Wl z&+FpYUaRvj@GoaAN%pe5i|K^Jc>+9-7C%Fz5}!+MiJSm`f^_Y%&u*89M8GwP{?v0J5+2c!bU?`lgFh>PArm~yO7Q^-r2BOLDF2A$cxW4|0Y-WhtzV6%)YVgLYiXbDP0i7vJ0at^v}kN zig?&cpX(s^4+L)_TN!$_!uK`2yM?hn!j6Sx86y%Tv*fp|^NpBPom@xibvbrCFFIEe zkCH?03g}M3&F}QS%~jG_a3qO zL-#C8#k(7zb18gsb|TN8=4)9*toaHu#R~ZUichn<|8nzw%NDEoN-7|BE{LwTnxU<^vL9p^oQCnUUO0Z3pHtr=`BtjyJ>E#a8ZlL4d(-|7Ui2VM zhhTC=%qz-@ZOvUsi`cXkMh$|@7VUE{(#mXI;B`D*%kr^gZLICLE7-BIxSM>go8UJO z`j3iKUt&TkY!31JjdaL2?FZpMj`TSLSx2lp3y<;^gMSVDPd>-iBpYbDBP)X66&b*QKtzWqB^Ca1>*7*$!n zSAEis^*=7KVfMEDhV{?j|3uoiFzOTjT`P*+0+ov(vD;_Q@`3&=)Ij_@Sn@x_x;r^8SgGtI^Y$#33^1SLZ8ALX;(3?(w-~vT38RWNW)glqVWj3b zz7q4E;&VspRj%N!Cii=b%(_KX>LKRjom4ek`JdQYmR2|M$o_oqcf49h(&w;XE9vU! zmHZ?xv3_bzXBW}Z85tY%NI4)X#BfgL>z_#ll5+jRjG-yRhydT-UP`r zpfHKACI4Y_c;u}9KRjv(2Ir0{CntAd>MYXNG1r&^o1|80GaQ&867+?}QYzB5*HGS7r?a%|TVFJCuu85li;4YO#pTy&ogllXL=h+Kl7sa%r15ADR|zx z#p-^(SyRcOACBEB8m)nTY5{!VUSrgqyNLzVjcV$7co41O`IyKkNSxNYvJ6Di0`z z6UpJ5n3)rokNcz(|0#^Od(57_7da1KhJRl}{>P1%e1vl_XcztSeE4L(bvJIGt;c8# zP0jWy`UmuM%LrHnE(YHcrj?bU5{ z1&=%%JktoNR#{lgn_{I*{ozAht0n4OPv^Pf%NKMxksZ%8-a+{LDwaGdx;~96vk!I`z^(y%ME{o;;|Jl4? zI%IEW=jsqo)ZIb$EhPLO>?ke={p6i(ZT_{qqajMttH*zK{HE#^f4425MJ}E`7w-_i38<8^@3}S+!oo_0z<@r8KzHs&Y0d ze)4bdSi={(i!%QiwF=2EXT85+u}9nu7dNovp{#V{|FLu@U|&t&+rT4KD03yE3Gp+e zBtoc2h7uVnL!xLDnkc0~2!%3Kl9ZxJX&|K{lv2h@B~zh9DP$;J@8|yh-|M-a>70G` zUh7`>TKjy@*?TQ^$a;>&*tdhXWbIG(Fl7DFS+t$OKh`;t&-1<5t{)6bh&`#kmtFEb zV0=7%>xoUZ*{G#q~bD`hS6~*!TW0o8Tt*ju;YU=%5`3VVTKqQ}GKKA=l zoExmqaO7LxMR??KqFg;^8{%prUQxXsf%_H6lNoTR-?c@y=5Vax`h$#?C%YH%nJSLv z4c=M&tUi7JhnKTOkg8gB;Dw8z(yj1GdM2CArT-)r%RbU*xJaH>D16p1lX7yIdQ7 zWHn4f^Vdj{CF4?ZX7^(K`{|sT)?N9_*G5c5qD!$bHBXE1r~jF6bBEUwSCgY~2R7fz zD{jSzJZt=p{C#lnTIeL(c0YaRZToeicu7~E3!9=e%zE^PaN$&}YR!Jn(0qwD1K2O? z_!o#Y50PSqqorA6I{7P`EwUb}KK2|*!w#_dj_!YIlh0T8^PLiyILc_Z`EM*X%!Wyx zkEPz_GyY38p*nQl#7=o4`zCH&RfxNvkTyHeKBLDw`aD`(DTy<+%*8Fq-G#=f&sqj1 zmqMx-97~xg*W+jErW}m{w~Ifi*?1Ev2Jn=>p;!_-+T%ihbJj`X%lG6GEvMa zOZFM!`u=<;SxGN&X10FIkt_QWQvYp+DBPb%*2IbIp;>F>@9Efzz8CYDb=XjXR>@m= zF^0~8*?pMS22yznxZ4$_3uliLYtAO+PK-;2>C%Nc?Q-&Op<_`P_Yq(2Hu5#@FJ6b_ zfrU9bSuG|RKY3v~^M*ct=ME!?p6Pf`c%&*-XHjWynq^(!KhP{grXCW zLZXPd;~nT`?@2MdI-5Pt!Hev1o{N=lVPl?zUk3l~BwbP%cM}gAt?eh`>OwKG6Pc2I zBfAtDxcU~Jnw3i*vh|r**cF@dIdu|Sw=-w#4c}spJY}3?p>`~r?IVti!+@H!?hU;| z^_Ndj@uOs9cv>ubj^7kvkLLr7hJU)@*Q|X?vHzE{|>tyNU~xg=6Xlx^3n!alf10s zS@}}dT!&9j(RhZqzt(pb9GZ!P(+iRNPr5XNWOi}<0p%`Y-~Rl#0huR@7I~96$$uB? zud?1R!1G!VZ@}+vg2EiL{0Q1*hx%*gz$<7_0T$H@bIR2$)QA_1#+re8sEQ4_<5)?a zdr7pE9-GZsHOz2NxkH-{)pOvzoo$kn>lHbQztW!}Ytw_%3v;u7`73sJKrP(^>3!vS)v58`_MA z-NC-H&Si^{?`Ea{iJxo5!|YUl-MM|mvi{`h%%;cDb2TsCLxvgT&r|0fxIEFh;w;-1 zI*Ub~xdkTIgvs|189^f5v*HKi{4zU-bo1JCf5^(0DVl_&K)4+dLAvD79V?aJi(TpLz(qefV@*ab&^Iv7?aw48(SJSn4 zGYTI*!HDd>`BcMGlhw6{zg~yx1Xj)G zs)N{N1&sHG(-WApfc~ut{N9DV)p6+m)~;;V{}K4Vfjrs2a6Q()Qt;N!EI7*D*-hrc z+(Rc;U&H$67TA~C=qKs>2c!O{_lEo;F|Q58$FXAWcbl{NFwPio4q>-b%+2?S373f)cjHrX zLFGPR9%P;pr7smzUWeis_UU5$38Fv~_IRGJ=IwVX6AlwqvJ-EJ`8MwYinHk;*j8eV zrg}ddUz?gW|Ht>I(&|jC+^MG{_|i|X8_23J8SQVDxU(>O_rtGMylVt*rW()^5*!Yz zg?O?{U$c$7KRL$J@Fsoau5X+p`D~dwKfh{QhRo+dEBCPL#hc`ed0j+)M}$2J!=HoM zsU%3Y=ozeioa>+Cl?`c-)d?SBVJZEM#^#xRr@r|%{(q5?D&s+R;ZJ7$D@2zsv|S7J z3Vdt2b6v&0TJ9q!vQeHxw8Hq0q4tGO0^h(ipNNuK^tnQ$OkSczM*f^H&0~*bfb1@c zR>GF%q&!O7-Da}Be)oaWSnY<2s@EDL6$nz9>1qs3C9d3m-p>;Gj9FBlCE#BT`zDD% ztN2JhHKZ0r-kDsDS^Y`XR9rg`OP<1}8-4%G&L6WWpC zIzvhIr?%P8*a+_JVU=BE)y;k9>2)nn{frH7W9ypaI>Jo0jx|>pV=rTF5bd)o{%mJ& z7Hywl@yepXjdbfzwi&#qr}%j$&b-KeS)DSAws+uKGb5j`#~rXeLX5fxN6ye+s?((w zLh2f11<)S&97~d)_4Ygajbg92UHLEh2jbStBq}2I71Q$zydj?eTS4g!5%P;dB%j3B zZZyU_=EujyjXPLv_KOeNJgUn50~p)`1h&t>h?30Sxj8;>#4I^!Jg zTy|sa#Ht-+xfJ_OCu4RItc1_r;@Hb%AK;2SpG#e#@*>yUM$I0q?3TY=+f;6O#CXdw z?F=%kVu9oJRmC+~(|9U$Geb4zeGQGA-0BthaD80a8_Hwp@uc{XiYC3GzW}?Iz%x&i zk0Z}kQEZvfMjIh(!dr_Hc|!RK24yvBay{Rx-&9c?3;oOK_MYEA;M(mN@h=O0#~ytP zcZ!#bVGH#5g8QPk@va|leOsSdM^Id=`&smG7GBLeZWi4~W7m5udmem0#j>+mX*+$J z(7J=!;%7Xp@9$Ktn@8XC$*@7JnGU<>oEt1^9ZAc!zQ>rQ^LZ>4x4S!+w?N6$QCgo> zjXv1lcbW^T(R3zu9W1JRO22qb^!dp(ow4){7CeYQEz~->JF8rBjJv?g+5DfZlRc0lME0H{XPzy8%s+bJ#U9gbS0W$QZ zQ8L1Iqv39&3<}7j8Coi^V7ol4Sc1s@v<*` zu{IU4;csWUkaY}g`a=B+F|vyoaG@jp^f!mZclx@XRaUaw0{x~|bF%CwJMq2#|3O5U zP5$jhy@S8BXYuQNKZ{c@m@kqE|1GHgjY+BY^Z?)4hp&__e9HZpJqCGhldKbYGt^6e zpNkvGwYCNt6Im#0P9E?*4-;CG_&OHsjY$_9p#`h%B>5$9$Xf1G#D}f?C0Wh}VSLv4 z+(Em%bDv|z&lCTQk(qM7>wYEM+1POsIUAC3E_`k!VND)%EZN+s%gm=)1F(;)?;1z${dS1(|jejZ*5WxCt-Eklp$NP3Qok()7<+XXq;NK zK9Tn(lgvyp^d$Tk36qW5CHLukE&n3Ni)_4wq^m@Ly)YvAi<7N%C{2d3XdU_#!Latc zE5Sx>YW@-_qW8>RQvmhPFFZT#jMtYMQ%3!Hun?%k|?$RQbDe&(MIsB zYsh>7IkMI*)zOdPhil=q$O!MT>VxL^R@ihZN%IWrQnGa7^Dk+Yb=g_bolIZ7p|Tu5 zlRNV&C?v;B-p|(&yAE`IvoZ6;dk(~lL;7yNM?q&cj0UjGL};%k?KHN?+m6&fm<^f1 zVo@si+|JI~+j|G3vO?fLt%kV=$X#K1k~D(mFMREpg596O&%JnHGJWG)`;aehs;?*i2tB;R)6QnC)MJlTFVyA+h}47NFc>V+&kY4jJp_-1 zV%$!6=k4HadOD3ie=S9J{T4Gu;l)!}@C@($jV2fI zwxO&(ZJN%k5(a0DIp z_-li6qqM9fjy;cid-V*oY| z(7rg?PsX*k$iL2C&FTBK?-{u8C5(!=;u3m2i@)p1wnT5`vEnrT5au>x*+(I8iaCB2 z@A`_S6XAaj%?E2U7qe60@FDD|u4P|7wl4;r$5!>7eG5y9^Q=6<{>Qoc_&NehFM#-y z`hVGolSF|FF?ui@FLXTFdlOA>6(zG$dofI#vtaV!Jp!jQdG^nuWLD{C&v$9QeGfgu z!oCL`k~yy*x1uXM+^z}Fa-O8(pvc;=znH0Fa##h+9TItHd2 z^_e&LtzB~iCVhhiV_0l6-=6Nw80V_cHqXA_(#K}wuX9ya>$ic;V0&=|BsPV4<);G_T?2#^*EL#k`?}5IA*m<@*}(s zx248B4l>z8cnVh3GQ#T+s?X9_!lxY1ED7^Z*(7;v&w^kns4mj(S^O%`D`$xWuN7Ec zi8swC;F{V~E6IMguk1ZOT@^Bd`ZhVoL#v=mj! z@|0vaXo>S(+2(Xs9LXaNai*!+JWnc<2kissFJ_z64T;C*iQ=L7*9Z1TL$(suCZGOh zeO1)g#Wc7I^Zp@MX&g)itS4|Hcd--v&an^JAbC^2r~Q|-{FiJ>z)RT^viZJO|(M z{Omqi$TE2rP>lVuTH< zwv&oO&Ds7q8l5aMUM4aOcI0i^#>O38U7~Ook@~z_a5wKichResF;lmGJ@le8@uAV(vy?|6{$IjW=GZsdRyI%mdEFl^g9?km`=vPa2>W$4n`Ce0eEexw;MSLgNY=ny`U?H)xJ$gjozV~E$iA<<%^u9Y z2g5KGw7am%?Ks?lzBOq7F3Iy`_Zso9943~4!as1Sh(pitf!(mp3YQOXFski9D_-)@0XCY5^qYU~<3zh=0eJ zIXbXoIlk4C$9yj0?IRjoN6u8IzZDXn`D-%t5{WuNJFByD-`Pc+O(yjgj%RoF8fWv) zJ(aN!#o-b3`q}uGXwlL=$ZltnukA#!B|Ex`L3SQXW*uD*BV;{95Avnn*i|?*2I|Q{ znl)~}xGQ}S9?AOHrf{b=hTnEztpmuCTwfiVW`w7CdqpijgJ$YaY@}!Q)1K?T z=NSH3jCVF=#ilS#^|eJJWH&ZT6w0pntc++4w^<~)6ylA@{|D>+?dNe}nbyr%?h(Cwjh{o{-GPR4NSpU2we?g7 zkL&T#AIP#m52-k?USyj`g6tfuMB9?&Z;GRDk*G1vvnH@5yKjce0+`RiqBmgLg|5eI z_cHzdFROf3=M|&ZB8;5uy5tJE+11<3L&ey-2ftW>T_s)97U#ZZwc`4YP<7ccnAGfLi%m&?P9Di$d@X^^<8&3 zv|D3IGj`72^^H(J)-|7C(EhOKuH{dnN>94nPwl&QVnr%Cr&3{k*XPMz?i#X!Xt*)6V!H{952DdxEXfm%>Lf`X?|u2g z7Jiz#<)5?GGcd1WX8H=U#d+Oc#{NXF=NfG`l(NPsY)|d&_Wt{TU!5;XyvHs#iGiE= zVRE?~1^0Yvde|Mv@`k8T8iN*-elkQ(#>5$}{7LUGI+E-ymHFOvq@Pchf%s4XO39j( zJ(In(EN!ee;nqPsyTeSdnv_M1)Q+rs`@Rv^#*#1ZlWOzqE^IuK=RU4=Wn-1W($#$S zAos6FV&D`k|IpKch2p}o7(Ia1lJn|BoJ&^2OUQ97PbuTOqR5n$shj<*LFmf4tarrPYCHd2T)lcfR)WoPfcNolW zL$JF#w0D_}viGANc4t@AKz{pzIG0az-C&ZeGo1^TTV>R}@a$VQ9z^Hl#rRGX&CZgx z5V(lWt+d__mFHkI9mWkX>rFOmL&9!YH4>N0xw@YJcd}CQJpJa{gJ^P;_T6!Dm3GO2 zGF&{!%F8{X`oiiWWW`4Q z%Nv4S`aa5)=d;}-7+ryevs_ije0CTu%R%aD(LcEg9u^gn&$K(AsKe_^uvjW4EYR00 zj<<8&4*$2-`#l(PEq&e+L*{C+fhBrC;%Z|xW5et*Jz4zf?>_i5hz~Zx-SnLz!lrg~ zO%`a2&F6>=lg!tj8!vUida>VNx^-rg?1o#b&+f3#>ZW}$FZ<9oJDXbC9cZ?Wb&iHy zGTPlp;}=PC5$T%iWrLVGL%Vf!o9O%(P)v>9+gR!>vG6$Ym~Hm3BZ^Jn@PBJK^ro~->jjr_|=+|RL8+#csHBzv|Vruj&g7;eO@ z{VK-B$q$=)@XN{f8Tpbsq=6WGCIoxoPwFE-Z{%uvXr}*jjNF}7UV!q8B5c-m-tUwC ze%LlmPgxapnut5vk%_EU5{~DXWwKTynSRzld^{Y7;lROS*mUt>XW?$5zh0AdWiR6- z7xp;zct*=LnD!u>*Tka1Vn!d{@-Zp%j<*kwUdwiOV9t-Y*~$M6e4Xyh+kU@gEJdDKY@A(_Be8n2|4U)qkF0SnDGp@8yy3r&-MiD{6!<Db8dh}gQ=n-c>77e~~ z)s>F?AugN^gFfb`Ys`s9n-7*5qXgEC)xL@-@g}|YQ4x+HBJ4~-OM=Zpq84P?W^}z^k@x{Qy_dhJxhq~mHEZ}B3x>$ zZPL$)MmwG@H|aHd-SU*D2W+-tNIB^JK*HpBJ=xJbm2L^c7ioJB-%s9<>`!_SI{z4R zU;MugW6QF6FqjG7mt9lScun1>)Fw}MVP*erTk>a*&Mafr@Rb~s4YbQHytnn3x8SKt zT;BZsuVY1UqzMde)b~<-tkmOn`jiS9ecxjKDq6?2M^YbzZq;QD5L9Ayr;iKkse^Q^G>ORo)Jll(ZJvfYm~$y4%^ z*zQhqK=Me`(RVXmdOg257ZzvJ_jUZw+NZI!PFB_CbjkjgOZnbFHcfrhlIGFN+3Pp) zXPoHO%Ks0-InQ`L!oo#l%zLivt2~=^?&iI7_;Yq@e-Hb?{`y<{JZ&kZU2iyiPu36h zw*X$dAerYu$pgKF$GnKStJpZ}H%hqv4?KT@RItSLBpX>i!}Ku96mpzUKs))ho^dYq(o-R8 zAU*$eZE}~MjLV0UEo&8OkUsApw!H6H)a~8mHwNN_W`~d z-`Pd8;5yJ}+nASibr-VY2~aABCH+N&?3B-{gX9JM$Q8+hdN;K5c_#PQ$))uUR&V7e zLtyo}Ym&k1RDSh5-Cy$kIeo8oEbnVK)2F>2_ZAO|`!9J5tOj z=anQ1hIwOCl!nQ}KU9yW^QN^hI}Hz)nb|hMbw1=qX!(kxw?MWopWaEk`*}_FTU}53 z$5?T>F&^ZTnFH#w@rQJOPb{g!%j&_ZggdpYz`2iJBe1`&b3JkTJa!$AGl%HC4rG&s zA}d=@(bpB2(cjr*8M|JKDSA1#aDQ;XVa7x9gmuKE_vJ_92|FhyDBFW(x>z za{dy!Z{|bAoy%^9wWJ?K>s!c@npVk*UlQN4njx#aON%&rNYc50%MAq&`_SB652IgU z!vU_%=ipjc^q;SI?j9C+T7St?cbhnt)%bsj6REwFZ2X&W;XqffHBK@TcE{FaVt9o% z*~gam2hWL8c?*)eqvIg+jz~8gI#;>k8*Tq%lRVw+%d1ic^-Tyi)n=>TubHnGiot)0 zE+2^*=g>3tF_V|Ng9xw`%YNqL=fEO!;Y{b>#kSwge2e+Xdd%6uM#)<>ja^f5@>N%z z$uDmdH?kinbMtbH%u|hm$bxC^N%m{mnfzF2{>1`8yd4^EPuW zKTUp#>AY^bUbB-hS+_Uv_uut;2w%+J@2{}nOA(+Oex3~P`;GBILHewzoTaaQjgu#@ zZ_(sae7%gcb;#X|E{W+=c*HOgr3TC%J{HzA$I?9azLhlV9BuC0@vPF?9AD0vwODZ~ z3#?+%BD8KwzdwD~7blXtdpF5)U)cgysr~mf)LO94RHF`t)OGm(c;UZ3G#-OTy=gVb zsHseIgI;SGF;C8V=r6l@n)8}`vd<3vr`h;XvRut#?V)$Cz7L1t1Qz~~-A@9f-_)hw2=m`VZ1Ndv zZP)8`9+5~_jE-5avklK`;o>A1&4ZwOx0t(KqTVnO~F7;3*?s$EFpq@o$lHFEQyS zPV#uN#4+%hlBM+!Iv=kJ(#^m>V>@XS32$X_bBH|>v=Zb9Ba%(n|&ZLK#MoT zgY03sNq-$h)LJ;aSdaPq`Y27aLptjhc4G1b^U-uH>n(=0!h@Ibv=nX6WBvZnPYv{~ z_+N%STN|q;CT3q`cNS?(k9N)u!hxRV=2?0l;cg^ZGLxfyC2UUA`X2JP(dPuV{=${5 z*!w0|WRLn^n9&$}Q|D=>?+MP=b^JDny-I=(w5!F7lVNYQ9&2IAR{Tr0nXep4?W?Ou zm0X&sn{*|<`)O!kxf^)BS+nAvA**NA0*)l)V0-OUPZ=~hBaxRrmE zAmLvyzJq1zlOQWrFNE0>#{CpJALuDj@l_+f%RBRV_hB-gOwXc@m;%cgUT#2oQsj|aQ81bbtP|BSeE90$<%rjX3pIvM$1`1CW{ZfKMghqC*2iOBRHkInOu?5?S8q+~kULgQ2|`4Ey} z;$oWZPqNcpm1hUX8S?|9?E~WvaV{%v^ZEG*S6>G8cuEue9Vr(53YlA3u?%Y{c`;I%V(rIh*^_qv ziW)x}GdWvs<=LsuTn5LU;8PdV=sO-=g3eX_-I|@6l5j2CrRvwQqTmoxjiue2#>$H3 zZ`pmAqvc?H9!ZO9^CHHM^4}2m+I>j0h|g7{Un&&;PRp|TevS_&j-(ppe^{^!TIJ}q zQDkc+f}aI}u&svC?$=v4xIAdAnJ~N1-?Qnr25)AuP-+yHf$sh=8h~9{8MEHFosC+a zbxspU+T+V%usY00$sYa^Bs#eVIFcmO@U;@=cN4qU<4qerw1Ul-!g?!T`ctd<(4Qn? z-z{4FMz1FLI~&h#W5t2SY-{9`F(d24E+j|tJ?vqnn`yWNLNgpa0ouuO_>k6ppqU-~ zdGmTcefqP(hcwvjim~R6r^q`=?0;Q9n?=-*%-^So%6XG^C@EiZ-;?YonT_|QX=*2A zPH4ea$>`gQN2bc!~R=JwwjaF!&Wx$x@ptVI%l!{QW%)|G#`KS=D`ozWUSt0f6VK-MdKo;pFF%^@?+7+28oNqQdxm)sq1q~lNg>mDPg zX81>1WoB9>0yiP+8#t8rb8nIARx{xek~H&4`XeJ8g$pBbz9S1HTgD)^yN(BJ6A7|j zB$dU-lI<$Y%YN3caH$?k&NAkSuFtcL-q6f@>eKk~J`jG2+yk{p_vjVfv;_r{)ed>Uv-rZ{V zHzmd2dU{^S+DDSG4R6but_kd#nt;WPlk6>-U0>2}HcPJ6*Ncy z>Kpa{57erV8yq%lNuAkBILh-pH9=G+C`-y|asJgWO zjQ#hBTD@3#KR&aT40#v&rYm2f{WbpkMXwJz(g*^nU)|Px@GxeiO6(Z(X+HH;6(#4g z#rJHwOf1W9a0me2zk0f@c=e^k7f&uHA2s=vFLJ=?PRU2 zk4pW)?Ywt3bf=1UwfO%|tat-k`uIv^%(mFNTDwwMnq54d{r3V3?x)|!p>dc<@+y3j z7jc1hPn&bzCs}rx4l%;dP;8^`@$^b2#Qlsk4`-jo@_(V4sQMd{OhN+>S| z-63{-hs)<_bF65yi3cUSd}=JM^z#X=iaXcYUoBa;4Szcc#-%VM(dQG0+{pe97BEev zmB|pgMU+b3t?ZaQA3sjw729e0jIS$=c$WB*x~1#%nSCkAu|9~0jHdBFBFee^V*{@& zM*i`}X|9*VzU;ayq5qTgyompO$+EZmKYq~Ph=&;c5L|8PE@lAxY=GneqTk0jay{Fo z7Gz8QUtCX13UOzh=$H4|b@)VoUbF?vifOl#?}pp0Fk}S%>Wkog@S?ZT4q=lsv7?@& zd0UWuo!QC%6%Wn2jQY^2qSv3rsBz+b1%2cl)`!N*Tlv&}?8bVhiZIErbrlQWC^~$_ z_U%}C5PY*kW&l0+rSA~zZtd6*(O?dr&FY*VNmG_|snT~Z4(x)?xh#JR#73D(%aL!E zvvZ-bl%Ko-^+h}+>o-~%ZGRdM*0w_day7I|-{MJlG8$RBrNWHR4fDl&Y4BlYNT z5XNq1r_L<(F1^kmW!}kLfWIfXc7{;~&^|f+Uc~T&#j`z7EmerC_lmm>VDKuR-NmOK z^?L!0J|O1@bT7ga_7&+{~GVCYaSV!pF244e$T_euLyC@#+O=EHG!(=KI4$TlK>NwZOWd8jsRjaF8Syw;q20PnnvjLH0)Yuk&r4?1=ZFL~4a^c#=4(N|3f z?8TCU^*K>bHAT+s^og$Z{9OePibE|s^4Az8waMSdx$fds6`V-b&hBDX?u)9zyQ5J@ z(*AEc=Y92NmR-na-Vp`wGAsQKyGf#c)+SuTGFjXBu%0JkN>(Yi5YcYZ$NT!;W~|4w zOx~TIX0g-oBGEIuY}!IG`RC^sG^ocrUKS;q(KVG^n(?bnBFg#L7>SZaFrVJ?2Jt{K zVlFRumu%zwPCcB1V1BCJx0-t{D0tm1F#LxGo3P?%QiSIxyW5*hlGKKMUsSwLB)XHX zSq0D;8Y4uwgU!P)>vMlHXHRWy+^WRSJ{K(>fYKl_u{V!C7G4MFYczBY;4k-LM6&8; z-Q`4mCAQ@Kej|SVi2px;S*mmGhHU#nWKN}vRNu}@iCbxvjOz{EYvoPM1^%lbGIn%i zG8D3pF7Fuf*1R;?mY7p7BK@Z{K8#nMg(o9fyE+W>$>o;UYA?fQD+<^@LIic84v-WH@eMS4eyytn*^Duv31;2ZEWU@r>4Ve#pM!%7jYKekd@GmQk?sKdc1}=nF za*uxIdkH&ykL&e$c3E7`Zn)#ICRzOJVMs@IPkd;`%Bf8DD*T@!eFyEc`u!5;TWGb3 zA0?;frJ_XM9B0k`1elx%*Y8|W!C&Pu>smMrX7M9Lru($~NtB$7^><-p)^NQjijBe2 zf$-@E=i;>a9n+74&Qv(=3&Cn^)0n=$!uJu8y%Q^hILhNHJh8 zO_M|DRya2mZLXnxR{k{CF6)z1XEJ;K{&e-BP@RP1sn9wG(yQq;LmYZrY~2LKqg=Cv zg|i}lGy9j+|7Td7tWxWoUr4vLyrPN`Cb8uZW2OdZvVTuu|CO$oL&w#Q^~A!Hv1@+_ ztfa%w1sqe^?j5~ug27dAEUQiKAc~kLrujaU#;Lh}5i9k=>NChQ#!RwK1nH~Sfu!xo z4#oLcML%D{;{(L7EAcLCII}09KM5=F)p~`QGqp`K3zTHBV@Z0d(VxbMtU$isxQhx} zjD}$^XY+RLCK~)jyH`cKWNm0+M!O!eE!g83cHZK<9lnkv_j`WkIoV@8^J{S_d3>^V z>NWoS0Boj^F3(Zs8}%ptRYXrG8NXs7roIE43L?Wt1q2>|U>Dft-YokCR%2XmRw~2G zYT)g=yx~V0*Q8lR$WF$|J?^u+I{7eT?=uV5O-1&zwY!cT z_Tw?Hu<@%#x`H(p@#b$_wYYE}HWGGap#Pef*Oi@yz%ZYYdtg&`3O!81Px0~-XHrGw z4|>+(Q>93q_>#NM)QLX_@2?|4^5`sO*D*XQd#k?{5sqWuteNTL-uPphO=p|7#{G!= zufwVdG_!J|O5vJhQ(R#5p)_gCLmwmgsiJi`Q6(!|vXW~8pG&2*RHQx9JxLKivvYYP z-$?bf)SAA+OkPFwSgw6jn!U{{&xS!C*4t(5Y9iF$&J2Xb8-@F)^T?EY)T)^KE6&fS z-7@ygC%Xrr)Rs2C)1tYEv<8>QiAIU@XOpjDfoYp*c!YC<%<_4@mZy=Q;KXm_StADR z1=;K#O7^Q7Jb5DSKf)4O5puECvs`^Ktq-8>g|1sH#x~_$`2@7VnPec|O1{)xsO*}) z_?#y=PrxuWYri(~YxI2r-#^2UE%g6~l*t}(8B68;${N97nA88Lg1{t*AOqPR6({)Bin{++ijw}@HE)Y?gpf3wwg zeH>$!Os2>-;zlia&BpawdMoSvUwSHq?|YGTHlAk3>o8wW)3t#%&%nJIyA6QvF8bxu z<)0)wfh9`QJfGr{M=(1xUcrV7;jo0&?_s}_*eUe}9~PV55V;p)!1>x9P1DrWY6Iab+Uf1&`b9WI4pNCf+ zaBdm#+-@>t;)>WXBea5|E^({N?2if;ow6*@uXUoQP z-+<}O%y@^OQ;p{JX(b3E4{|yU0 z%TArJ`UgFI!;Tw_ypji3gZ5ckeyweGa+hMkWLiH9Ca;sF2FBbbdcK9_PeQbnc_x*T z7SQTyIJ`ic2T7e84tZWy!}uEt~I8ldH3Gcn-bJ zgJ80%UIFi^v^$EgY~?d8Su)v0i#pOupBpjj0BoC!>9^zODmwpPBsF&;_NG{!<-GkhS zIW2h8a`x+|-??nkf}QK&Pd{_s`}#=++kAfB?*HU&{Q~O8i)UBSI(3$_I=r6iQ`L1K ze|}8N+G5szgrAmU<-A+?5Y~^v?|qCYLc_&I%F6Qd99hXzK6LhZS6^v_JdrvBx4v*6 zl~t%!jnx&SQspzdTdMl|3s>Z`(`1OHlH)&cd=%0@K>uxLcCpyIG_A)}e{ z{>Vf3=fNjKW1*4u81GKDeij>>Lm+iClDjVT^1jqZedFDY%XwFlDt!-W@gsavN3T5A zWOdNVn0PiD*T%`ZEIOY}UUSt7N0Za-LE|M8Un3Dfie)FU zR_cc)qisdf)x(y3p>!ec#T##=^Z&5;eLZ9?Wj?(mt5aRLj=}xzW~E~0&s4x_fouvPeZO(Dv!q3bg=xR5Mw80`wnAX+KA^vVD&6(_ZG|c zf!{;o-H|*YtKdfA&@~18rimA+xtbdHPx7-P>D)yW`@!$kJR`{2aKbbJDP#>4&_ zEZ8iHq|*H&GFA8gCA@JNOC?iW32{BUZ%XjDF;GgRzJYE{{Jx0ye2w2PJHLZBFBTz^ zK_`_oCYxbz7Y{Z-r<%FxBGx*>*<19y77DFglPr%9(4sXqCo{^S{9rz|+{jMHv-gEK zvw^Le@Wtkp{*z*Uoqj+TCgWoS#{# z@TgYjv-o>PJU}GMN}yL7Jy1Ozo07Zz zFeok{PkU^ffR}HJtzTmN8De%jajJzrni}~sxMpAPL+o<7vFjM6E}u$Xj+=PnBDOo& zkuxFLnr}VG7w#4_vL2?Nb45h8ytnBJvBTlF0`6y#^Bf$=y3+DkbtOcOaUU_jx#Ufp z4vXY&97f-zuwLod-!Ms5t>ib_id)HA6rPk~`6U>C9REswsGBe{wN>9`lM!Odsm8yE zZ*MZ^cI6YfEB~CQrGog?aLl~c2~SqgYa}e5A$u+I?J=|TarRKMU&GdAA$TVr`;1-B zhwf9ZKdmquWEW_%OCHWAI{4kT;DfvQZXaA*2feSzJ{t0$=qb627PJ0x=T@56Hi}<$ zMCq*jxtix~C+}_i@KgwwHo?T>Ug*C}6l-&X2aq~XhZtC12kl2rHTj0SG_m?v< zKh?(8n!)o~`$HHk#n=DauRE00ujOMqN#5H1$GC#@_d+etO%K7^;W(I2i`ki%HR3aj zS=4`RNb@3#7BQ!+(#JHudxYz6BH05h*+*0uM~Aj-(GYh#(0zZ}bz#{~V*PZQCll)g zY?w;h@AaOHT&YPgjHeA_pOY}DBAKf@mV7#?=(rfRNAus*XwAz0UizNNd%tGOs?eAU z_pGtXQ}Eu#SOTTjjFWXt6-AE9EZ3WSFVf(5ES`=rgUH#4G^sA#4VDXOd7Q6G7?>4s zO-b@T4)zvlhq$VwPe@s%*MT1=ilsK}-DKU(s}>c!rzBrX4yN_L7BP_k19JO6v*LU_vEur6YP`!p;wMEfrRYi=- z=b&GGPjLTJ)7KSPS{Ead@1&uxVbDE~=VU!x_TOJjlXvuX6Md$M50&|BR^PU8cAUuk zE*(3)9aL;Ep#^H4!rVZAQ`HTz^-g)qCu)kfz;u@JDbz7qe2M zc7J?q4dEhY_g!Xzypwz!Uz@USssxY1wp13pk9>LCe=42s619?v<3kod-tlFuRGbXm z>3J@1`i4jR$Hu8@dnh{{4&T2?`87;GaL;m#XnQ0U+)UG{+MNTxk@Tq~de6nE*GQVY zR3jl$6x05|yeDw;T=RN%JN-tw%iLw$Y2N68n|TL1S8spvtmK>D!ImExIdv(|C2KNI zPiC=X5dEL=SCM)%Pk%#ClW^z^-ZG14JVUp-m&;Ob^af6_WRh8w#6N>a?jta9Wy4nuq6>M2mV4}*SW)A~kzl;z)sN%DSu zD{8J5*`9E`53Q4Pq^PsM!R;|4_cX?I?HY)uH|Q<(Lp$(~7TEYOom;z?7{zy6L+c0E z%^~|-8dQT+?(6?y+wb(e9}E`jb+KqN&UM4|^NI*D4MJP6u&F-sxjbvgS3#pTAAVfV zQ`v11-R{Q5OWD5yFMhx{#c5Lqc4IN>UE}TVclHP#3xz3s<8!^ur*G=Hhuycb{Xo`z zlXX9*#W}|Q5n4Opn>BV#Fe8zr9Dkq3mp&0Q4#n-8Mar>Q{Jm&&qVXRlX)@DXL65Ew z3|3od{tkq`z~;)VGRWA)3$w$CaNV0^^Jz7ajDO?x^Ds${vQ#lT()g>$G#xKyL3zD) z^KogdGxPPDY*F{{hx5dr-f-$citFLf(|CvRpKsxlU0|I_^P9G1^ifk3KajTHlD!ch z%07bA$$GRNk}vH9vaMmKhT`}~dfX1RydC))ipOF0I$B+#w-cSK1HG!^X+>=OkBmiJ zbr8NB&l|_;DNjZ>V(#(grd#;f?Pkv9JiZFe`6ib6m|cEg!^6e?lEyA!Ci}DC8B0l*Cw^VX_=3N(-fx-q zrTNchmhI*Dbu=8#K1Ybp4MeZ$useh|+=PEi{oR*E8j3r27Py@CY==3XJ++gxI0UxK zAXW{Z|6uvL1rNzHq6VaHqt~-})!i7g#b^UDBlTeJ#({i(`O<$=*kcy^XZ`)VG}{T= zhsikz50fQo2LBjGgR8Yngzh4urWX7>jDN3S{dchKcUEdh$Cf1d5gTUdyE&eBz=Ax7 zx?PL&F(l8>k_9_^j`q;wHd18wS*lFEuHW-9?GYNkA{rdbqASR-$@OcEpNf9@tT7e( zO<8Rj9j4QG5R~(&)0=A(%xm;JOj#ljF;(_Z1CsM<|jVU#@}y}`W*5<=14WtpP--p^l>0v zs`@z}a;aC?3>KByC3SK4a_o6BWJVeS(Z%N41~keul)pr|a(pH$0Z-zmU05nP1)GaZ zuQ^}c9CbK6<{L9_W2QYQ4c#Y9Gv-~;kWWt5y2ee8wP#&*ka#d3l1pK<$ml1F zqWRo$wf_ei>2C5jq{+o**!NhxHSb#D`gzd(O26mh&J>Ja1gnc2KaaGjxAz)JvS#UH z7P=3A@@yqF#22yWO!_7N_`j_C6CK~=r!yRhoHyWkcKRMpqGFKDI{VBTlUY6ykY?}kQl{ST+rCC=RDcvJQXYL)d+j$S|cULp=BFMX=-9pr4* zv`ywe4SB~H+`3jzMKE#JD$=+On$7hvz=8cDGa~Bj}W!FFH@hdd*tnp8_u1Dt4 z=ElW(-iN&VX!6NX587M|B85ex)FBh^#$|n2P91%-pu%W;Py!Ow8NQ^RPZzyhgQF+Hx2WEa(fPxzYB2b?1Pll;0jL?Oo zPw|z`}e1ez>>WNlI&!pdFw+9;C!E9P8C(j}O96PaEW&#s|)MLye1{BL9Q zGwFCYj-5iEx>)lr9d_xj9Nf>vul<~RmEJcwcOCRr!@mu=Ymhnb%Q9DVf#-4v-w2r- zSYb34f6g;g(XbM(H77+rBY#x*G<*;w?}uC^@_nhrCy+|id6$)PU)9J6sV`HEoNpR^ zqPX=RpS(s7@6&8AGvE*Gaw!Zdkm?ftwI6=xxlajgtK-;dBEl$$edO;$9T_Q}Z8fhB z(`VM}{bKYzBz{!oevmA? z*&uIk=8z~E+RGYejPswd(qk~Z64DFwTtXzNjymR$@ z3SRHT!Han2azD@TcfMxnV-6q4d%yu&Z8l2Qy|(aISH6_W4(%Y;N{`9$G!d#<-#-qA z=E6I*xUz41xc`b6b9=!qcS9$u>MD@_Vwff0Vybd|;hyL#n%?1_FKfd;V&^HWmA50= zzmZHUrabU0278iFHF+ z;4Un_S%1mpRF8zG`rd&H<5~PI+{+uo)3wZA!TO@z1!QQY_d6k)x^o?ztxnFyqRLX9 znylEt{svY!f!4^=a>F|nq{2)DlfJHS#hlQ}ehmBunr>kj_TI^d`V3|?Bz}kEg zx{AKTM6@%+m%pD@G}4BSyWSZ7EiEy z>Vh_)%ROYtn&96s|7J68V(*(IOD*MgSbnlTR={YgtFB|gE^K-yw3F52MDh>C=L4KM z+x3miCqvn$g&xL{WF|QV!1zTte#Qnjh>c75bt@6?FZ>x|#6Lx&XR&M`B#trTT&}k! zIJ3e?T?@#y61}pAKTkq3*X;K9m#$7m+_P##n9H zDQhH?1>`>Ztiq?%&N|R2%jx)!-dh^)9{pb6j;4$rQ>Q#tx3g06Xxg3OYZ2QIXV?2& z-2hiEa5nF1elx@D52+<|=)!{S$upEK2f=d;ANWtC%qNas#yFbAM>(23+VT6DP#Vv_ z&cuk~G}yx9o@Uoy@v|k1JuHONV2XS{6FDx#?l!tt6V;?O_Kd+bEn;wqei;bJ?nEfG_e1O?=)VP4t4ycwB zHwK7Xm(b@7`W(Qv_dsEzsB)9f^mq7vl?Sb7#h)-?Ez4brUtJ+F%nZ`l2$yN`l_>Kj zRzBj~#n}2JfBnu}m{_0esHtO>?6d93U)6nfIZ|fV`h~`Oo#ithRi^zjaN7@mQjt1u ztBzyMc+a2azqMj>R#|0V^3D3oj-1)9X(|4EMV`6-UP`maS^r-WmxbQ5|A{o zvNhRz7>SehzNE40^4x3iyB*Gz_W3Wn8yZ17xj9dRNmU&B)#$_E`ae?dAw>&%HWmlg zL#YRxXXDsCEO;;eZG_Qv?6{V^Svy&VRNYB>n0WXaPL{{$?!L-t@hKb6W53t5dYKIO zvBF_wNEWh+zL${mG~Rj!#NTF(vabC`OekkYI+f(fR@%wcn@H3{&#&^(X*{s9K4-!< zPjsqa%@E%7u;YEjv+vx~JY>`+G~3B@j>O$Ok;@(0Zp^G{l|yFaDnFcd0hC9`Al+)4@hrD9YEQSyBK0E*5Uk zZ|-NhW5v_%`%=5DH1Es$i`R_tD?O{x{9imzjfdq%xYkuGwBN|jsj!ijm7GdG;NYw{~jLxIKSToiE6G+rn_zCtE?KVCq7h#=b=30 z5VEG;UR@R*p|@0Q-_1@F3;w&y8M=J8J=P6Avw-jl&(Qv(I zGRa#sOQhVFga=~86&QCAR#q}n)&^`7Pg1WYpX^c<#9?1h%iUjMiXB>9caD5ZkR5QjLaWpHtQ%Rwt zpLws7JaEYuGmfv0VDqf2&F6+g{mduo{jm6CobJnCUnSu$?k4KECVQ5?bAO$TI!}{t zFz(*~#gV)#Ypu4zqzy0ZR3l7n;9dyg{ z(=BYbAI|KnuPJ(;N%kv5twrQZPO>p{N;bB_=8Wvitm&$vMoLw;?oio=Llar`+yWAJXx9pkTWL^% z#rME&gGjZ24!!A`HDzD;PHn&TdK*%>$Lj;xj%K{<Nt{0$| z9aPEiaW%i}49&d1*`EgtGwOW$G+^D%?)$PsxVc`Ehccg++QIx*=e9X^FO)9f&o8n0 zNF(n3)o{SKxV5{p7CaKmMDi{ySl@lK&*v?Vo0s)OtxB zjjep?1Ni1Mcy>ztD@G*W`~)7_K#S2(-_Eytvf12%eIC(6Nzy!JA>nk~p*157dxw6Ll6&^YOqLtkX)TLck1ynK0{bF9~K30KR zWBxW$EN)4zyuD1ms8j{)AOZ{$jb^}U1m=C?=Pj%^6G9VRT~X}#$6qb^&Q$)F_li%m za5BpEA^Cg^tH!=rS+Ngv*N|&78LuUA4@mT6*GPT6*kY4wwqwQ%#(otS|1mR-BAD8T~$Yj%~!)SLpQ+*|Vl0 zng9NP{4yN>hz-AG`D9k!f}4v)saN#037V&nJ@i3{s7nQV2?#S zZf{3V#pb*CQ9j3~_VK$=>qUc#V$z4KoJ=^$KynJ-S`PoGXjnzd`^+{^;XzlPkg5Pf z$XUzrZv1D3nR-1w_hO0LVelw?v+H&}Z#x}I=R)%im<@o;NNh`mgI)R8oL`AQnld8Lc~Zlsp)(+`TA4+IJxY;#kom*f6%_iCw2tG|jq(_s`x*6a=zZhbYelNlUH3@ASBKK^P9q$j@Q|#LUrL+tQ2Q8bvd8xt-<6;_)(A~Vc|QF|;_P*J zG?pYQ#g5J7sK{4eG}4tcyB%Av6%#LmO&P~i4KsV29%Rj| zzODn|L-h6!FWk&twc+qE4fCltYeurR^9u+}5D`jfm$k1goZo>l`>;=HCFQBme>m4o z{|D1viuj(*H-2>fa?;hKL!JV?!ES9}^)e=x5;yWD?PW-$ zR!K5FS0{BF8f0bPB@mdRx0a5T;!XDYCOdCm7QYd;)+nCZqq{+I_B@oZ2xrfa^Jz4rEbKq$hUW-Sp(lTqsYHG7dblTvGlN|3v z!qn=T!Sbg%o0W|R;Lu`L_~u5EU2DF(8QQ5Kb+*p{Syl5tJ!L=CZfKX(cQv@T z=V_bh(%;?rWc_Y%e^eC$7t;S*EZ*d=&E(GgT=L)y#fPUw&|~SC{FqrKHc~`L4TuZ* z(4FK<_Uy8_wTBkZ;9GgJo~ZAA#jETpe;IRcVC#Oo?<{&})#m%`c{>hu#>>~)XR`Z} z$N0iRI;QqYU#uyOAy3mV@4v=Esj>NR3yqGV`$ur8m zco{%6@a`5<>dAT>Td z!>F_MpH%^)XnUpq-YeY2G<4+!=9W|^UWyI3@&5YQS(V1ArI7RaG?C}O(eYEQ{xe$) z^Vb7B=@^)$((WyVJEGLs+#B+#3V0K2G{~4?+@wj|O*vO&}I@*Pfzv+7)$77+%zEbcP+jhOv_4mnJm9~rkNeAd5iQYd9D&sCqe09desr*E4yRe%x)EU z*)kr#i?5$A7UmOm5q;G$&Nt##8I1b`rftc1AcoDSN1hHH1i54jSc+xY-CI-Cz8T`p z^l>_-_Zx-E7pPFo&JCS^{&S%DCUTecIKBDD?*qh1&$7ox!mz~dMOHp?@5t$Q&ZVD8S830pHCAHLvj_Q2RrhM<9V0y2yB}8o&B20pp?u6 z&EVP4_f~knNP;m&XaUKW{X78P5?d4IFo z9G6@`7x2(FP%c5v>gz| zWg-u3>*}JSS9Ny@rD6RI>t)?-Ut?5Yp@Bviq^GVJcr435V0P>%h8;BIPantt+Bv>AM}tF|2OUj)76o-PjKXZ79ImDj;2PX&J<`N5*kbv)u-c3uS4KH`6B zob1n+UUl91dda<4vX{5wv9*lbL$5c&U>om$4!16WN-Hv^R!<)`{1~5F8t-4n{`-F< z-3i#0)7J)Yl_^4`6s4j>k|{)H&7?_E3dztwDTPw{7pW8}LnTBaL!wkM+W z*-$Ia4n?%v)}el?RAIXVD?KY?5IjPk&QA@D}8TOEXV+zCT4j&hVm8ZOh;2C0Q$N`=dc4mLD$GmW%%qcPb%UQ5#jWJA9FC`{ z-~1L^%*BEtqUsJ2+e*;Wz>6Z@6vd5)R>Qvv zJU#)xc8LqS;SrCyn*6UA{b5os#@$AIe~w;Kb$lv&^(D_x8XxAml6*4tzq^PS+w{}M zOp(*T-AKNZ#NV2g2DvVKQ_jbOOW~4z{~z;?^F*~RJTCdNmSNCd_!574M*nZK!)9E` z3gj}e@EtAt`|L?^;urni4g3FGmmE%~(JGakX6b2@XfP80lDGa=7<9sz&vCLXjV9wx zYD7=Rnt@`-@6fxMoHIq2uBq&s-=bRHDyDUcUu4xeL;Z2ObH9_hB#srxw%iO&(Phr$2>$=75%@ z%5H_daCCMhp04AEKXgjmE_xQygbj#ImVmCgE5eKjtwelpZ&fo zV0FCf+LJt0O7iXUBl;xEc{9JeKxZE5cC+eE{CQBTyQxe^xN#WPl6+7egQ7LS*ZU^htzlV~0!ucFCpUYtFTADJ~i$E3$xv0KZd z*kg$Zd=!jswFbPC6zzRPkV-qH~g~>?QrwZjv*5vOL^cwq;F)rGuS)1*`LCb%=tN^ za3BObV(S?CRD((OEX*)!JwBI8uh~DJ)4fe`k^Q3l{NV;4PsWIA_znqJSwM3@FSiU~KHxw5iV8NUyOm?}{!`fv1 zQUu$Uvu;oQCx#q{tK-GZNBGYr-tP;6WP-Yq9B;Gt`9>^(sUM16CFxQYZaqnrI>oD5 zB$Z_9iMg3~&xCSc_W4LGI?wBYVrf}ulrVl;zr-T5M2D6nm?aWt|Jtvv$!?n##=QX+ zRoUiNta;j1)p*AWel`YX-TC=Gd?!20^DV2Z>+gkR_HQ*5b3PFie>5Ef+1s${e?Cv`rsCpwH(VMh9+aTb zB0hD8_&q_tS)KM_*9$PGYGEb#3O-y!vh3};#8u@W_%P|4xqdVJU$c^WpU)l0XB+A_ zJB5DNV{%Gn)qW|DEKj1tuqOF{>+{~y+IAJGlL0i}Jd2R)8XlY|+a4oRsd_J7w;8gd zwaN+G6&Nxb+JEB1wWPn@$hi-BHBZ=LJ~|i+Q&*@T^fO8-XVu}2se9U_5V77BcgMlE zFJCxB1bkAw{S;pYvt4C6jDSKa^87`URCk{U`3rc}5=`7--kNPyb1NzKhU8Nz(Gid?UH`Pv%jqjsF!q6Fs&jP~b#iCsVG;f?>?jVU?C;DS!JM3p#25Q}q!mmulRSV0 zsbF74zqg4x^YA#klYha+ax^+cgv#E%VJz^KYm-s54_)?Rl{_t3#=gDyWpmeeXPw_! zWELCV#{S8i^}fE(gynuB*?2MUFI?PU+@twhM^{b6qMB@YEKQrU-q*Z1vA7ohO(nm> zG4VghwGc7qlf4&&BkN$-)h*1D@s#~BY#i?GU5Lpoq1DXDoy4$`c>5s9Q!%3#o%4O+ zZ}uo=#8iMTCnjb8K?N=5!F`Utk9KuuzZ@TisR7Jg6y!dGEnQ7FH{df&RP zJby`kyVuOg(RK>0@}zj4_mj6adFn5x<*|^Tp#3XmsY>{kToaS|&*9Ks1E1e9qO2HO z)!JZye~-hOR0X&i8o8U6Crw3MyBdefk+eJ}6!CsCzFlS1e7ovL@}aOj9VWTAmG6VM z^6wK_?Ge`7jJZ`@mD-4h)B7RZNT!#$Bp*W75m?^=12*Zc2OcC(ak6IagH4TLK7)-K zkUDw5o)g3R^733$0ILtD59~(70#PxE4G2CdcJ4{?d3I#g&(^bhl_b+}JPh zhup7xAMVBQts@KNL`C*BHuBeQ(x$RZo*#}S$9@=n3}h$M=nuNCz`nV(`2Yj=!NC{s zuNN*Q|H|Ek==qkpbTlj0f$?Q#?~~2gx$~BF&3ml2Q2SFwqSV)(ZVv!qo zdFm}4gz>4e@H%;}Awfykjuiv4+xtjt*qb!HMUUT&zYt>=lV&FkrjVrsizTyIdGhVU z!gtfIgx1a3J|}sTQRF`+usDaxe0)(Rzx=KaCcnS?nnPPSUQZ@f*8pt~faw?@ngX(@9pI z_NB?P2U}ON-^na|H7jLr@G|n{tmFa~ei+Bv@}4#LlU&yWjsG4SK5ncwyfIH?&$AkT z7PAiLYlE!6j>d`sqG0l)>;?0oH2GBj#l@GsSuVBelI`R!YlnWU_ZEBo3WYv;{@T9_ zSShQOY5ZdqrsWwyx??hcI2{k}XAUdayEvtvcL{QT{`9Yzh~d(b8O&y$7iCydAr^8V0!2iAA7?&116$^4Za z5{I%!b?vwFq7PYOt(j*ZxPNQZ2QaxEPCdlxCm8*9ocX=rU4LL)yx>1;u}`cLk~{Y# z2(*Vu&a|#1?^4KhXTufxUcyf+(De$vEEaQeUS~;^W4i&eCO! zw4ZSjM;emwGrB*EvDJ)oofZ96{;zM0)I2;$B+j{v>`3dtCYOk@hnYE=8)+V$+GEI* zc)pS(ZMErzmvbR?7VO^e`Oj?q7hD&yK{c|q^4TTy+Qll#q?6~4yV>?em{i5J3-BsC zub0xNly;MG?mN1sy2E^UKg{n_!zX!?Kg5BLwBGLDS>};d{!UDuzykl{=V#IWb1Zp* zf7O8aG#aGV^9!O`vWnN&Z*90mTmb*Nw&}V!lL5l;rR1`sJn!>HPzo5xFo;Tzj!kS>fOu) zJs>?vn^<@TZGLd&RFPmi4c>wNiM%8CyOZgt5pKR>j4vV7m$z*8x}I3tP@GL{PPMM& zR$2nhU93HwPE&Z%C)z9$H@aZp)jYGk-p^x+&3ICYrE;3RGRgNdt9$_a&9KVp(M!dH z@+^^DA1`5JalI#t%b{$u5e7%lp&8z6<4@U5k_xpnIf4yY%HKN?-db(ZY zd(8N6Te&1#NozLjK(n(TScE(cXffOkzS^HuMe= zXa2*i2k~OHv9dotxd_jN(tWH^llR;N#hjqdnX<{oO|9C>EWXNEU0wGVtykhh_9o_8 z+XD0RNqRbgTuqF%mNgG_?R9WH5>9(#$BXPy!N^CGc8mAR&@K5muQ1BKbZ^9>joH5` zTaUw{TCUyBM!ytvUPGr9>^uf`xnJ}#K4$gu6kmJ+X5+9lwK6}2T`JUU=PmOfoxIs~ z3(Q`@YKeXinhD0a@@Wz6Cz|AR{zk2u(&1rJKf*4_x{}>->sjDgS}cLenRFO!#XFxD z8d z)|bYFz&s{>8AT7dZ}v>iycJcHqbGtth50!pTRC{yi%eGe%98ou$8@T{%;X zNxiF2Ae{Vp?O^$gxX_fP&ts?0=v9PtC3sg$qm?6D6V|_kt+JQua!8iJzF&FB>H4aO zUx)F}+?N~-`{7m=y?Nt2@ATF8>8xChbr;ip2wUC7>*qqGGoPAmE&2{?yov)^2{omC z@_N4oq22U6N}q{L|FU9zRyo0_HI2BDxq|1`Wv6t3^UGg*@f~60`GfxAGVrEHm&k9_~o{uS{dmaO-i#7vUB~=gd#PAT~ zF2dGp3z2ED(Z6M#XW-QxcHgnj$6CD1PwHs3!T-r{ko)kPw9V|a%oR21y8%YY_&0-J zo`MaZnB#U}Ky!ZdfgV2%aJa3TAH{f&tP-TVk`V>u@!k)XNCo-d^viy?Z!m+UxNE*nOvm(|Gnj5KrZ|oaOyg99mVl@-uNJ-!313Z!K+V z@`2-xQ5E*}jnoa378tJ#uH~Cts>^TD-{a8wjsz9pnKQ=8IZ}sK!^x6;*at)SdA9hX zpyOZU%=d`wubqRXL-=OCu^nSpS;Px4VQ{D0_I{#P+hV z+ZS@b!K6zeex-(Q?oKCL{|F4q{nLZBI-ZW3Xg%HapYet~>AsWolfC6s_8EbRr;_9X zTDQQZL-jnA?8*9)3=pb9WtB=vpoNlIl&e;3&l-z4yXZ&P%EeXRsFM3DY-Wau+W~UpqtkxsM z_v6{PwBB=~FuTg0CD~=>=Ivf}HReW9wW!#i3ie~++d$jYJE;xXYS3@W&d2*~5sUw1 zM(Utd>PzN4$W(1p?{_k+C*xfiv1T|+eUGun@ws2M$X&FaG&+loN|QMGdWZ1sJOyis z?}w4AI%fXMR@q(jH9l77(LG%EA!eqIUKnwJ~zi>n~R?=Ut!s zKe<`PlYOH(B^gSJ(Yp^DWM9u+X z(k)pSU%`^;+TG5h_F}WW=`@AC|EIr$X|fwqFSElCew8f$gXy0g6^o(R6{g=}@BlV@ zAJaOBM9Z;cElrCWr!pVN_ld4hs?BQ2ba=I1x{$0H?p3m;%f8c+9d7JKe;?xkc&lbyf z>bE7&%S!W6c9=k(Dth}|4_D#mpRh=UhhiAljeq2%-2m^-q+2OH{Y93Zm^6gv+<>9K zh^{5f8>!BkN*j05>^dVS8|?9VT|(Zr;=to#&@9-@BSjg!3if$MKN}X=Ww?#CZuHj_ zBkYAO>!6k@sh_h;PM>ZTrxv;H7nt9Q(Yr{rjFb)FR~mw;QrVHbIdz-oguS&p)O!c& zvl?z6kNF>vbSQM+WQ);|OoY#qm$jI*MVz>nW`~+xvXiMOe>}}7L+H_pEJgHii1p&f z(ChBstdQQu(obCdB5CiyhuT^-F(cMzp}*jnY@i1~d7IDk6fCRiiLUw3XsOzk=T{X- z)LZ{qn}0+5b~MV`=<|YKW(_`#XBTsIMe%MEUHRE$i1(Ih~Rp61T3AvB5*!b_@!frFh8~AZ3 z-{}LJ^H^v;ZJu=X7P_WJ=-w=HF|WGFh{3!c2EFh7%dlvszt@p=9W=B4sDi(p^*WRU zT}f6MI?d?+q*0QO`*vQEdt1L@QEEsR5lt%4BG2@`*I!FIPcl|TeBaJuYsj5BySuCI z!;TwquP@2lLhu9(Y|GDnC*@mW@yWD09-=u-m;Ir0c*!*E%{{bE*mjA2pK$f7Mrtlb z+#!bMTx>P{d?zlYX6fhFf@8?of^4sg8jJNkjD4~y%N(1l|KQXA(f=fPCdcHBW}6S_ z(9jr%L+}m0k>~%Z8}%(_jl}0vKFqGmw~hH6Ni%niBhe>#*Hm0cR)CA3HvlW{5T~9c zVRmMGi(|=GcL@)jZ~Pr1@F)75?fnrX9>f~^W8Jm%&Z=M=FUY;G1E80^z~92+5$s8Z z;qX7FLGE*PT{iw1lG*L}B&@gauA){H$+>5iF=ja$^~fAw$>uD&J$?A9`wmp33S?YMqpiyJ~wNT4C zS~bFnt#o<7ym$x%CyQ^%o;lyh8(5?Sg#Hx$>*4nXlBQx*dlqRtQXM4dDgVdD}#M z?GA(Q*yJp)w)2w9VK#pcOrF4FhI(C- zCO_(-IO~q`?{*P$h`G3v(YE=v`!%Vb=4s#2VYUDU!+@t?Q(Yg$z4r|ny7JIowC&{o zJ}_xuy|5Nvd-9Atk#Fjqd@stm`P>;eOpF_@hvbU>mV{IMJJYQGB_5_CcTSn!$QqCH z|L*=iLc2{EFdCcd@vuE~8AO9OM4!a?UT~VqHmOwHQXKe2+uU6pi#^BC;&m4O0Fqz3 zVg+nEU~h83rN-SC5Xk-5kLbS~)6Zg)c6dZ#kC(>>> zndh_Ab{HiK!u9@soF+eFYc=hYRX+O`Q*~{MmXiwWyh|W6R4=L7c$3w@efqyiT&gRA zy<_Hj-DeMwWEpIe?et66)YRK3IK8QdIlONImZa)HTX^jjrOt-*8nbeH+MZ?wRf?DP zWZUc#U5-b2-t`2;8d-nk4to<3qL0Y-59I6WBfF#z64jnF_Bhxb1EFu=|D`L7vr=|C zd_~W@`9N~V9e{fqSh5B#mJ%__z-_jOy{}$R=M`tMc(Ui^)K%_)4u#8H`eu)4Bl;fi zy?U%M5^vVP{|ef+WYq^?RMj|ZtW!!uXc?cK$?BbO@^(lz$H@`&Ugw&on3(58mGP}Q z{9iTewAOlrSk~W+(1x|Ph*Q~Zkt%!H_u0crEg3pfX=fzNXYif9w5vqZRN}}UmLtix z8rxpdB3ZM(fpF@;Pr$LW#ifUhdKtT(L#or+S4VlGeqh< zg*|_>>`74DZp@t0&dHRE$?}kyvo1T=*4vljQ2e6@ylUa#BJJ0(*&6oC$^Ns3ijB==E+}H3^G??LC#jZEY`KQ8XV3$&oKj(XWQ#(p6AJD zLq4_7E3kDZt?Fp^60balKj!&h_V~2%^AA)eVrVV>Z-ibd)E0yNeAoR=%i~D$fR)li zT4ZlcY79*h^BcN{^cxIQX*lOQ&-PiKx*u%)Qo*=+UbYSTrA3*S+50Jf31k41Ya@ zZybQlU$D<6e<#~!P5@u3$9wfvoNrCT^mFyvhV1{i@+j;{CdApS_yo-WO?Yd2nx!-q<)OpcT6m+Q}3gZ(}MW^2r|bN#>D?`CYV59v?P!`*x# zcV9};F*Uz)ub?%_7eeqMQKB#J&%VJkaU*#O@-%ohAK8NiK`dD~vqv`frOMN4J6vvs z)&zV@j(|MpXaK~K?$+^#a5=q{rXL&sw0KeSH?ZZl6 z!8d!gduZR1Bq!=WRoCBu`lBrRjnT4`_`-s98ewuy)r`mPsYa_Mx>cjq2O`voICopY z+GjwZvQaw2>>0m5*LJ0dlU>0(jrt55UaiNY`E)BB%afkU#>kHDR9C#hs4tt*p7!^7 z=G1XKZwT~Tz~o;#Kh6s#iD~oA#$$NL0)6e!W(+=@$@khC;X16(o$8zMJ^SN3;&mzh zbtHQvm-w^rxDDFL=a>DzCA7*j{x!VockeWU*lwC#2jMze%oRgYFQW=vP9Sf6Y|gj0 z`{}-;5TSk(X;W3>2kgnW^kWOFveW_Vk5z~1uyIy*^k8_CE*^%?HXk5lv$Fjh_Y&jjLg5%ZRYm5>7eKLS0 z$B4&WN!pH#Ral}5%Z%rFOZ+fyHY#F$aGDoV#^OPe6(3}J9OU` z0aBAQPZ=AKE)^^H$DisV)YW=u42j%nJH@ESn@bWOQqT2BZU4j2Z}{SE#yC?vU&IbM zvGD}nO~R3f>67}_3!yp~Hx^^&KK$Z&t&$(8FX=|I?3=965u(Y`n7!Cf;!JC=&cMHQ zR$+VC^d@rNg0o}2_onu@ink}}@jRMd422W0WU-OYHQqSV=XuPNu-%5aSFz%-Lj23K zj%3`+8MUfL>;&^`St!-sb7E`-A4}E42AH)E{>|fGC5?1Amdu0s^=y)y7Rg6+HyN@M z;!-laCW7A$ol>q@59wE6oIIB=lIj^V;|Hv?gT;m!Az7!VVN6|PHzwr@qrZodE&16d z49s)0_sRYg41VY5Z|E&K>Spl7RABj&|Ku!OVrPHz&c(*6gF&gdIF>{=K(7K0U&BY5 zi3Y=HGerBd`Sn(jYalQFk@g4ZE#ENwu~{|>9I zCGC|wJ=wEzZ$78nW{FG5mv9zuNv^L)@%DSy+@i;Qv11=m{z#Z7yXh9JImb$3t53E; z*Wo(kbo?Di2GW;en2M$Jm= zdwuuOD%E$AapW92wB`wOX}O5yCyJmm^|U}dc%IznYO$fPS}9A9>LT8;*nGGam7uql zREgTDRgmWv$sIBlmdUjI3P1VE*e!U@Z?qX)@VFuRPNkZfBGR+QuF5(ajd}!2H>X4D zBhThFv%O!7*Pp7-%V>HN*|KB2ePJE)1YW*i^rOu`W7#zsu-B5{slpta^Zo~jRY$>k z70pH(>pMIy3%S?4Y7dK<(9Hgm2eGUz?!U&K(|l4v)ab{;`98VFyDhEgUJ-RZhEkrD zRVKyhg_!XG>3ivC4W0KU%)USo+f zF(PM<|HY&tq?jWv{RNA9+SX#DoaD?dtI35(n&-%=y}A>}wzASMqD)2lKZi$k*yCnb z#)t0mvw~$(f9)2SzvUj+ z_4xXhIV1HXySnBD3~cAqH6msspWFb;leNm-k$tgvsHlGkzuIM#N6idP_(8IS-$CP3 z*{zLHIuusasoL@>W=te)b)StA0p7x^7WBGJAC;^f2V%euBP6$fd3rvipDK_~6_4x| ze?%X@xq6}~@jSGuxvn`+twWNW?pi|1I-+0={=bg>wwXa*hQ|u1)n)f1MbOUJQ$*|O zbZG;NM&7A{8I47Z&&0cdg>_M?9S-M9H<9vp{T|Ei`(jusEbWGWYEZ8vee&3yO_C!? z(8H?WYmu!jn-AtmV|hn%z;tot4|K^ngrQ`=i;eQsdY8EHo>kYA-fd!pjyTuDr{7~? z;zKG(Jo&rR!wAlUA$<6C0pn<9>Y>khl6}<&;oGvsIp< zzC+(5y_@{29pN*T9PN$p83yHv#1OnV)6dhmyg%jQv6s&#r=>==(d(YLaZNUQ)q5I~W&0=q>Mk zXm#`tugb2oS8***BD#1l-?=U#b4gZ6cBPGGl74V1#}l)IFp+IA^m~$^8Acq7Q}57v zF+EaAtdsZFv)_BJ_=MJfLFr-)ddfICZB|y~{l_(bx@VO$z~|8{D}`EORX6{(@y^fq z(jIRw=f5u*^<^Hm)|x5VaeCv`hk7^=3z`|HA1)m0>UVrMKN9|_(9nl$kMf}^n05lW z&*ZJe%~Gi(@ELtRCeuz*q}fCV%8$xB#u8yhWw;n!^Qhxe`!&rijs8Td5cSYMkrN8wrW zlV|7g4>vLg2e&?Aa&0}_=!%@(o2`9I<6XoWsTI(RJ?i7nXc6Wp_E_yZOr935 z#qYbV?i$fM_oz<6(jjc~6E+@zzgy;I2lFaNrXP4lh$4bkc!tbG>(ufjObe8cLSSa1%zg(FKLQc28j zAr@4`hEDpQ3AgO+dlL^HGIsVnWo3ODEpmTl9!WQuO;4j|&Kf7%^@kX8CboScN`H(y zcZ))QX_NCf`KIw5B(tY8R=R<=-zg@nf%r>e#G&xqf#36KzmUd{(B%>mFU8sCFnuVV zJ>b)0;F5hS(@C7Hb3c%$j5u%+?;pmB)k&2n`l)Ak7Y(k2Pxf&R#lgc_=6&~^9%T7v zNYT;g$rrW6wcGGJJ7Hdf;v%0vPUn-1@jG^=CRlCA%(gl?1!LB@>T?LE`eRA`{VXPQ zFG!OLJs;yoa`oJ7_8r4RHjr>L|1Hjo-eA4V8Fe6gzy5#cNwwJZkHS5-wt6mY+-tqx z5Z7KITe70pgM2ap>_vt|{W&DBP3Gqd>*`|SPioJd0^{$=vYHkr;zstjeTtXU3hVB- zX?H0b4WZjZEHNG$r&+Jv$X50EW%Ah1AZ4n`)->KyELtK?e1(Ct$&mc-U$Ad>oc1rQ z-@5uF8QHS`yt>)q@q(wmOYYf(WQAv3eS}DRxH)eE9d@$E2vS~Ryelv;nVG|{?9Mx{@Es&G zajKJ*r)PiTE%*0ik)o@}+mJ7RNy}E4mFyM&@u4HUHxrMq;{}K4KUqdk!iM8~+KOgV zv9=6p!qXB3zbbs0w1}H*R-}$xI?SK;_3kQ>c$SY7wAL<36 zhhUx@Y|o0{4fxxgdb)?zl7nZpNR@p`sYaS_jprEmcI@j1&zxS!iOPpXtbX+V4UZp# zTtD_&Lbemh|AXk5U1yzf=wROahpUt4?WRV0){`fUSsi_6cAJO+IRVgF{3%C@WRT1KiaVj3I*$3q_?eMz5&d7+=Tvby*&%b+ z=r7p*L)!=WXdi2e4@A37UOi90ceH(oRgN{Yyv1H)@IAR5E+%`v&z(%p=V8-agj$9z z+57wjUd3}7(SJJbC2K(q@4ij?PJF&3S<2}n-`jsCV?UqVriTVN^$WhWBhdh{X)bhA zc^o3Cd;NzwXD=hAiuytb{Gs3M7HUMV7mSq3j9c+-f(Ut=$j}6ysZE#}X(ylC zjycJaI)~>pWci#{e^b1>9m|r({l3vAwGOhT{nHx1ziaLz zZ9RNkt(PUROpUlcUO$5e&tUu!dQ676cy-PPU8BF+JmoPz*>}7{Yz*I%;U{-Ip4B$b zOP*)Hu5c|T`rTmsa@LL4)2lZ5K4gK*^i%@B6U7gLQl9P94KPkt zub!gYzWivbnc-rVNdCCXSToPabH_Fr6nf%Bvf3xF>9NN6Uc7kP=T&KU0{PcNpuZVs zI^?b*^G8N|)<`Sa@@pD&X4Pxhu`|i0Syz0=cH<$Gy_<I?WY}A@HXaLeBipX0uOeR2^?7xwedc4AuFzL+ zpFc-~@I93{&gD6mlIbwE9!AET7Eex;pXrj^?y0fX8AqNX+2JCryf&TS_t^oM9#XtRANG?DDS2n)*oolIOog+4WZQ@V9K2J9_n5zqANj zT>r_YS(Ocw>GcRU-=f#Htee?%F5D|Xx2kz_vexAw+LgAi^Rj$1d>ezCvC(u_{}a4ha+h8Gi)yR>DgxZ>{!qG_9q@Yls=tFa3i!nhtD^po1wRv z=Bk{i&A#3z&3#4nSe4EV#J2kQmlF<$VAa*IYmd1<({eCA?~SW9=&{aRn0kSG^tFo2 z2h;yW(zK<;%{Y1t29;%r;n?*84Dw9094pVzb4|0rTRe87E3;~QAN!Ks_kI0biSsYg zdbwWrXx|U}n(86Bd;e$rzUHp=VqXU`mncZ|3~R5ULt|*YgFAP5zb^u;b$?biVc27ce zy^+>i!S3&~_U3|5$Xy*i$a4Ej#+X{t3Ox8+f6y;zH1dB+-K7sZ3@k;^W& zlYE*puDRcroDqZcSO$k@W9Cp68>QDoqSTn5Zlveo-HCqd@aikf$@$B-@HwYR+wjUO z$TX8Jv$Nx1nB1n%-}*Feq^ryk%>^m-PK$*q?vNJm4Zhn{nq z>j6mZOW*%NcQ_tgNVc4tC{E79*zRqIcNY4+CsN$f!mw)IF9WuB-e#l_X>tg@zoQXS4>Bv)3B0ch4cf3q>iXtX zW4>XQ@!r?4t&L07tjI=scLZ$);ZOEtUa6lg@OhsmQ(&=~1#aUnd2V?y- z@r5GTa-8}aR`vCJ1zzQO(*1nw29fD^?dJ05WHe9iwTg6KOt;h7F8LPAL46$l{KcxN zEuCu9Wn43hhCPgxdSu_Q`((1bEYfGMTy2t+flGF&&L#OK^H*{^{!8lbFr+xvw=f$V z3FTz5&;FW&M3JSg&n}i!I?oQH@mN|GH{PQAS7J&kALj1k2>sQ?rC}mtL)y%y&pIsX zU5EjP@wjdDK9FDRt;JtZ*$Y-LnPHz0BNk}24X-DQLa(yy59DpFpU+wDeB3*LR;9$_ zWUP4%LK{h3T7>OD)|`-A2bH;4dNmntWsy|xt)XQHe7J{v?~-wmd&h=8Jk` zPPQc&SRD7-@r-5S!Ph>24uUs|w12p&ld)4R_da%c-5mIinX(~H_vF3(#EA#-B{@?r zHkbXv`*PlHx0!qs7EYqa@&11Y!&9Ym1OA=OHXB5lMi6>K`xTf~$=|7hvW7=2VVjDO z`W-X&GD0F_J^e59-kC6N%*vHp}W&}68wG?&8GVM z5-3~_xn_F!8zYj}csSoq-j>pQehXi@L;Pp~BIme2l{y10hi{i2y27S4q;}IL8CQ=b*&EjDO#6Q;c?vOKH*fwwP1f6G+TX3O zCvp8gpC*^UG#)xwt0}BB3TF=B#T`hr3999I%TS!pp3N#g-wV3AYxA#hHt_CLIjQKX z`mRl0*glXd@2?Z^V;&r8(&=w~FA|S#FL3)&yk1MQB(3=1oeZW{03N~U=% z^|4-BLZdAEKIPg}mbskuXOp9&7Qe8@Gzi}6y-UfFQ(^;2bqpN3i4B`X_7-folO#E} zegYi##ft1HZ>{H4YFdfUWpTDA%)7yCHN?Jx;9+FRnZn7mZfo>6XqdZ$ji8tPL>JNG zNKtJSX(trco#RMwuXd?+b(Sdeg!u7aVTF=Y6$ipRwMw7hb?;*59Mb=y*E!^$Ow(Ov zPxSp*BW0 z<58(HoI7Jv#jK|b3?E@t&?t%OKg+7FU3Wv@?=g$q12Mfj;wjww;=C@#?P+S zz5O+fA1>psYmA&MqqFsuicDK!I8ju7&)kxo#m8XSt>hSPJ(U_>1NrqcJfogClxL_% zKx-~}A7tay(m72JWmxI~e)5{JHj1WS>Ma>ix6-^lsqSKh5p0=^zMqikJ6NwVPE|eC z^#414H-&Ycw%$#L*sHU)J!$p3c$sIlC0MMS7-&pB7-f<$Wa)RP7Qg#-JzTv%#e3EZu9dUU!y<*9Ku`H|6CjKhs-$l^Mow__{ zxI{!9N}B9F*q=OA{oe(OIeS}#|0bhrJ&3=;Cp)v?iEx_4E}hvW=R&h%sus&^({J`; zuYkh>__f03RIw;7K4s@aUy&wfeNrLnR5Qavw0x)F-KoB^K%7io^NH;J3F{Uo&s$hA zl`kF(y;MT`fKCg2*Er3H3;23%toumRPTt&+ER?6bSCZlZ-nj*q^;n`9iH}TG9G#K6SAeaSon*g1N2eQxsNp+4c)ibM!q918yeI!MyJbxL)D*V4Q_>AA1uU;Aw?XOU~ljT!ACN*oaA0g|bs;o5K-^Dg zvXZ?0*zJ9`Odk7g5col)D@~tdF1S>`sfsp`kFOFrSF+DRtb4kjQu;kf{F%XH*Fz`Y zxocbV?85iDQ2HA_m->G7ozYT<{&K%lyYn;gJrymt(m!WehG0jS^)uVv1&3t9ZU(&* z_`@aI?~QLK>AwW@r}LQ9kj<5Ow%m?>_rWN;(|bXp1Hb7(o(I{a9T}(drG_;Bk=H$M zteIBnmC5!6F8;*->YMAbbLUOkJmr&TX_tx;jp&f7i7Q;yqcBev5&IsZ;dl~WVC;o@ zZ$`p+adO~}#=(;d>&~2HNhS1}G)u0Qw{YPT`2VhDDN^ibyeV2_ugqfoAE@Oj?7qY} z_md>+osm#_9Yb=*xv#(KlI8)PRap;5;B*VTDWSz0^0)E+Qhg-v^Az!6khwG&(ZA&x z{}_3gPu>?pd(-Rz@-Fe&NUf`hH97N_v);*#@*X*>K>Yx%_OUKJ$xre|Z^WMXMREk5 z0mn(^NF&rB;itUu zi^BSImGM&3a|G`FL5}7HfBJ)Vzmw=%cFt*n&wTQj7@Vk^e6Ah!+(Hygw%rf-+&gsd z;{6NBpYIhFM7exp9c6aNF8g~~t)lVQYn4i9gY}=&FV~YX8BFu6p%#vmqGe0HorL+f znE_|$|9B(*OqS#XXau*mBFaN_@5=7?@t`JrZ6*KMOtYq>Y>)l9>wFEqoCA*!p|cl! zzrercq{;K;&)}7(Z%65WEH>nxNnf!nwe>#q?^V#+=9(YLx0wFxc+pgd=4A9BOkJa0 zc9q1Zp2YU9Vpwxt)>ez(N%}e7oKB+WX_y@NcVOD-81@wT@5IpW^t%_SyOHo=`nAw+ z_Ex3F>`(N`dAEC^QImxi@QWhQYiUNggodrn&N;pLtv))EzOnT{Dtaaxa`KSOVVhLL zd7m`R`09g@On!-pe6u{p=49(qNF;~mnL7}y)2Yx0)zQREvtl70X)M`cb=atkt<<;6TG_frB=qfft(vz zA*dvG;eVoQGah;&UJi9-&e^S{eX1}|!mt;h`z6nQQs3E|^Q3-8&-tyZnipxH$2Bi z{aIr#_85deH{om-GJK8&Pq4@^vry`n=6UpB7V8L?>SE?jTBY9n5hQ)XY%!M3sT^_~ zO_$JblR5GkQjgKcByr*vGjKDW*HN_C!Iw5_lasDHv9>QBPR8!tIC~zucGlPX#(#>1 z&*o`kaPBczW;VS?uTO}%w~(b0EOOp+8}?NcQP;8PcnB6D;g4`n73dFGbvi$|Q}TZM&KASh!rFefz>So!K}wH+G4(BcOH}Jijp73>u|!-2`JchT8-zJ^&|X zi9`?LJ%;T!Lw6?Gb9TIsp1w5`WbJ(jsWzB-4x~qA zSf8z*%b>Xf$MR%x58UeV-ukZZA&R74?SA6lUsyKVXRF{-M-=~4->HuChj!QFKu!wx z)cR+7CYf-57Gd7U>QUrrjH@qb`zdsH>ND8} z&x1)9F}OPX2heF936JEbMOY?vH+uM447Ikd{|_I28f4fXkON!|7%M5_b6+JrABlH?us{TTko`mB%f=R>|4+x24o z`Rsj<|KDKER0>E=n5EF%L4pk=&JMQh5Nk&A$8qd?bA0N6U(Xi~X4_OVdYoU+=6grb z`!pJF;|GtzJJpI(m1Y?9cIY=5I!DtXyKj4v;bs(tkG`3l{_at!xhCa>l`-P zq)k>-Jz1)#YZsHYfzhroKczzJNNC=IogbOMI>72=9&;Xs+=)H^YMrMkBXOdV_>phK zHTm#C=B{sy+!uOZ(6Ji*KJwndqTwPl+Buj$#T?t1wNHdsQyPrKm?OxX`ePrkL2|?; z>NYpZi+Gy#`AqolVTsrE^cQ4qHF|ewr}p|GWV%N*JOYy0#d#_p+}}?n|38cScZ&q0 z;C`>3ayG3tZd~fx?^$H0NVb7osSjArjMUb(t7uOF;#DjG9Y zn{wChIb3K*mOPEk3Fp)ltwy3eVce-*f4IHRXBv?7SpKkp-(I3!a*_SUXHMrA|DUrb z)!6d9Fgf*KGyV+Gz6LF(;X)Zb-VT8at;P>9BaGu=!=W_*ACk!^b)4pj96#x89gD<| zwqn>dI9s8}Q zEntUf#<+@=?t^_YI$lPfT}B&D|Kv;@N{4Id-j!9llPM=Na^CWIJWpPgRK@*=2i(Yy zAJo$!BJdvL{pNLQwZ3hxyIRjXab`4BzJ<`=Vr&T`%+cfL-Wh~T$%wrlPkh_&3Xne& zk9+Am-(qsMe5t=H;>Q1H!cV2!#z;%#0D!#fmS&y)CsY3))@ zV&OXDZWJ%4u+{hc`2FH?B8EEogjhWuBe<`36)LZ_0?fgY-I7WOzj+nMCK! zxRr5-nA5TzIvE1<^mGjNB&ufC-CnT#7Omfd$O(D~>-s>ZvQe*O#qW9TBs0xlERYPd z2m5>vL|$d1|qS|jXZcejo$E+WWRvL1>*dY}}Z{RUa$&zfn$jNVf8loKY<8n%tRez#65+tS9Mw3jQZ|<%hJ$9=f#{ zk?aQfb~#619oXbI)-Qu~NcQcSc-PBkOUQOSTuvv~pZfjYds%CKB0e5O@6_tP zlvhl_s?`7NtC!?TD5s|jp)iX!V_`BMy07_rD=a$W>Z2sg-mK(XKV0AKY4Ry87V*t5 zc}O{9T!Wu^=2jL$Uy3b_jCmXjB(qEI7VRe8DDfvxJX0w&)re9vDd%)^VkM_57vonO z5+*-+3D=hLd2%S70ngME>s|1OyLr?CcDvThu-rN$vGhw?{f3RnT)c~v^Xc^pnNzK< zl%BKSxsQ3hINs+x)J`*aPJKKKrQKq}6#Z<6 z)8Byb5LX1#cUdrJJL=&jysaX8cV+e6 zuD+H%8sgy)BfiM%Cqd&4*Br`HpBU?Wku;fSx>>ou1*ho@Lyz2}OQ!7>_?W$lUGS$jYg`~& z{bbx(Bz{tl6(Q+7gt_Er%*ZaFREenpjq%30 z054tZer1>)G_kov-4o{4y*bHO5(DT=wZTq*Fhh{Q{&?iE=XpzA^Tr+GO|H z3LY>O##s@K7jcrC=2Q%8PR4QK^r=v~A3xiOY*mf^5>4yVX_I-Z9FAwD9gmK^!k+H* z?!pr<(D&u6l-gybupzU@M|`0a=DrNu6(nrJauw-&5X}!R#Nq5Je3kESBGXO$sH|RI zV!avqEkU;J-W?6gWcpp<@9g(@OKe$9)|p~TMXdW4gL2PgHh)xPSdJf$<3Y(g&{~_>Bt64*XBp`gwjIaL`}4#f`D$6bIF>#|pwI|s z>$*PY6-xVL7)d(N`%m_~0vMo7>-ioUo~mVix|bAFzNhD}BullqF|8`uIf#W8}&Ax7w-?RWR?8P{Bi&-o`*nc-TwcKTc2dJNLU$4gRtsLhz}r1 zW7?-a`+M4+fOW@-McYNM+@t*kNb<)_cU z@^Z)|jvsC0Gsu&wdZ)2@Z?j#_%0-63Y+TuD@G=%j)$wcmwZoVnka(2$kK=ny_*_T! zI!b@fLFXYoUT^)FOoByyUPf%&NB=puJ_SFU>M`{OT8Y>tq1sd&yP8Hz#Hjl8zr+eE zIjfUbs}4T3qgm?UrjpMA^t#r1=sj}wqVEXaFq!>&;lcZ~ALNr{^ZEv7Ql0p9Yo1d? zj+0@W8kr@mJgzlr1MJM%?Tc`z6>s<+>;7ZG3tgYx33*a?CNu_%a_d;7D9wMxr3>-p z9I@{}Qsz$GND<>%aj~>npraW%tG%vtXo=?^xZ*RIW^c)0|4%WKUasfU==7W`zM|hv zq?Il=NO3;im#l);sg#kZ+2*dP1niP7hnT`#767l_m;@OuKz-@_V5@c#uyE)VZ} z3U{_vX|u+-Ir(?HIC4BMS*pLWI6s2ruPnsCfySyws?+@LPr|QVnH=QH3iCv2Agw3U zOHfQ5@wfR`vRRx*^8KOq1lGNaPiN`v7o6`WqW-1d)WX~#O6=vz@ANQ8+ZnFE3u4I@ ze6qjt4R|VTKk(`l7Fx?1c_N*xK;QGBsl25b`wsPPa_+9e(&}_cU7Dn%oU4xxV&MJ8UnlzAX8b-PQclh0`RzOi zJ)@7DPs!=3bJ#k&3Fqp$HU!I&Ym5a(s|o{quu*`gkqin;b|J@mtwg&1D}ZarMzfu(1% zNWQ5)spTWQ{X!T_aYYMlQ~C5se7Ih0sD`h0}ySWzlH|x&p zFl{~?-)ffol%Fpa8Fv;|yPfI!CT-92*{N(di|1|QY5nl04XN`juOlC;#N&VGJ*k#D z2WC6O>rI7Op^cF@LGu4=IlKwW?`U@yW|bseZPx8i(lTs+B#ozdoqP^iA79RXU*J-z zt}QgHk0SMxq(7GKPtdvs{2P)jHKzM(Rg+)-gge)}>KWs;^gHKqQU&xDy-l+ws!{lc zv5fs+qI;@0EMTDzH$W84YBtsHPR57UW}RnfR~9aR6xCHvZA zqVxk^^%Th;=W`9T9LK-^BKggDe?Fa3g?t#B@EjEY_$D1Kfz_Z6_{Fc#Yv*sDl zJ`}6=_;fhAcj;>tTl|Gt8_Aw$u(>nz7#>V8J3eU4+sXbO4$Sk{9v;&T8ZGeYJ@QTD zE${J%<}|&Qk32_%gN-s4X4jLhug|BDp)o#uMZRPdI0v6+Ymxe`rJEG#;@|8hO8vkKdBKTVrN) zxhr3X;Dv12myXRKbcdg^`u!2d-_X9Dxwju%JcW-v>H4$zXAkZ*#-5z9JJw$neU^DG z83*qXvZLD`4-ZInt{hID+VtMTf>)B^X*y*^b*!j(B?LF?GduJSFGPWLq^Qd#O=$W&UcbPS z`L=bZ(ZjT=SedGm`EJ`)toz&h$-SL#%{Q{|iTJP$ng@%Qb*%EP_E}EhzKi|ITzLi- z-e>Mgt)WI3bvJZ&z~(rJ=5G6e-f2UIl@Pm@Mw_syC>cg$)>YWIo?iWVYU;#3#ibvR zPBpu)jn|MZI_g2;^>(ku(&pq~A#QvO$n(4dBD?B;1pL&!3A2`qRP6P5E4e5zmrCv(Tj9gCs zcXuLOfL|5_GsTpe>uba4gJet{ZS;W%tMag19`fB2a8W)oAo}qjTRT{ z>qH*;8;%Ut%jHl_=G;j>xsw%dVylC+ISe|T;qxf=_rid~;JsN~TZqYL^YY|y&xwp` z-X8@0c|7zv)=QnaU&QOO5dW$m=Lh`#DAq_-(%fUr8hRwZy%a9lF?$pF*Xw%{z0N7b z>Q;KZf)#GWkH$EbY}s3}H2dpQuVFuo=xVNeST7sM^gq$=5ZZTPr~TNq2UK3;H*K=KBSB~R{C&(q^gY>@r+Ipto+YtCANmvZgDO zt15Man`3QPeLc)3$#c6)?|u2?9=!X9tQ$nt_V{x-JT{p-=Za*h^{}7bcj0#Kf&Kx# z`^bC{9%L=K6W(oDHM$wfOIBQ7v@3wB9O z?LYBkg+9;n*N>uLa&NuN^E#3KO^6+Cv=xva>h}vqTSSIb(ag8lO4u+AKXYgNMHWg{ z*F53>2@c8Ac^Iz_<~bc#S?jHkI*QJ(lc%USbe1blH{y+$(H3G8jQhEtEBWU_c6dl! zS}(#K3hmSMd8AiIvF{vGRO1s>#ggTICt`l0#~nC$5KnlMPHWk&Hna!xqTB&!AZDFJ zi}wmRl!o9^F=1cvXoPWcdNWnIbF#25>mJ7v7vgSCeWvD5Du4aQ%4;y-LO-cGy_~m{ z&~7Vl%$n^6k{4myiQcaOg%R{h&W|O~D#I?fvh_&b{inXq)^jo)CTnSOA`fDpDdal` zB0q@OnU$81IHxJHtL7H?6_|0O|kx2K-#$2fmG-8=KYoD|*6AAS@~ zZ)DxXr1bw0TV8}+D{<;ZEV+}$Imyz+oV*L4s@g>s(5=En-k(tGJI{yGhg-Pm<(Iou_4HBBAPT98fcCvDJ4aQLPRQ+ zsgy!Rvr;Gt(L^apR3f5OM5(_rq(q}ok`&?ke)svV_u_reIeV{Xt$W>TJ^SqaJZlYg zbu*MUpUZY_p+B8AXVTzGW6l?YACT~cBRa9^6p=p8x#b)&iNvQ^-Ia~GL-7hPo~&i@T$ z`+LkI-;2FmaX%>%zawk3JaM&rbBOU8!s>Tp=g46&Nng63a4J<){)aC8P4&DeICqlS9DoF^W}fx+gTQnXBupOU_B_bp_Ey?H1rt!Kit z7+)v9yknmJN_6iMd8tR4UaIRw@-(@mj}cd}XAzlMJ3YeKnFHEj+`agc$}BhG=S>)% z?@{&mWT?NN69L;<_z$!<;zb7@-A|6{hnL6Es0689A<=?w-r(_cBl?=(4>FhJI--lu zh85y8y*jVMl_tikjW1_GWEiHT^GdqMT*wFa@l?7m^f&IMK22|o3o&2}TxMeS-Q=%_ zTdsoU8E0`p({3!iMGnrB`ek&@eZkX=KUiig?XP}N%!wU<)0rpxY)3+L4otq_-!EuW-6vl;Cf(Y8r|}a;y_{{m zp!PkF{=l9!a4%uZ+&@ko*sKQ|Bjcnh+886`iTazcPUWDtAx`4E~EE>f_+4+%5 z(T_vv8Zr3;&CeB0so^yc+BImD6?@N%ziy70SC}*RWqIoO94baq6L7a&kiPF1x`tTk zcfM&{$IL!J8e07v`=s&rH+nBI*^;!=u{tYG4xz_bT+ChU={%Zi=hTMVW(Is8 z!@m|YC-DDTUO3E=Q$74l*^}M5>-w%wUMgh$Dg1dpz0&D& zEISXO+pFxnh3>m)f0H8z;8r=KZ!yXveAvVsl|E_diZ+b4TX84r8+PFKJbc^<$Ygj8~S{*yK@Xiuv@4&rT&bvWePh-`wy@M&Psh0sN#(XdbSonl{7C;RL|uAE{c7C3VUfz5 zO`}5@jK!6h>VtdUXRJXJ?P&Xdb6C-wr~ZPz2hq&lzlTD z;dL4BosXkOJ8uXX+2wnl(FU>dUiJ+2$rRF8LOjp2SMyK>=eHDD3-Rz{b`6mUe#GeK z#MpLz{E4Mq@hLr&ieS`s8Ez7O_o2%SJiH8V(%GRud@eV3YhxTLdo8BvfzUb%e^ZNl zGSkG2mKhLXs zLgYQsH^bSDNXzP(yIdP){uoaGmwDqkkzAu@pB;E+K7On^5Q-#Z>m7*C)Q+D({Gr&Kd*0KQPv{G%dfib_zuRqyim~J2NXvtID0H`+GXSSN;e6%fi;LO4`TWW+)l}AQm z>|YSCEe~e(Vy;EfLoQVSa*y~cF?B0TcJt*0B>jyIsc-X;5wFFIJNWTrBQ<7KYvUZq zi{*JCSF$a{PbYCR3CqSoXNK6w8uC?s?=5~#cJ+}xBB#+|kykxv@s%^X!YGV=0H1O% z=P2hMDJF6?(2dttV(x!3-u3*5FIJ5o|78m2Jkc zzwu-oy#~na&xoC2;-U&4EykFYVz;8t&d1TcvFj(^9qU@*57u<__w_t=l&qBcUDvZB zT{qrl&w41##^NbPttqZ&!L+pKxk3*5*qJxVHUmgc#kdhTR>YBqIcFGujDp&2{JoOa zpR;kk5wpJFc^GzQQF<*zlG4@(5V9bLEkWuKh?%C#L5` zYxZ{cBj+9n)Thm#j+}1h_)N_I1Km{n{{PA=xhhUYoVW2T9m@OSaOxc9$>V3v=tTDy z9o>ZVZ7l5pr|C56Et=l+ssg+wIDVILFElTtq$A3#zWb=ntxmH z@>^Jw75Fb0r8Jf-z=qfHcpxNd88^={hZ!mLDmKvnP+k~H#!^?_?RoztGwgmme3)n& zO-2KJOLy4%tVnm%OKDXK(@ulhDdKrPX(x!o8+dd)G`?kNo=vq9WhWK*^eY?QA?a%w zA#0cNE#ODv?Td4%!k6w^c_wlZZ#^s9G=%UMyxWKGKk{A!8SY7TePN7rRmr~a2gJe_ zJ|DpQ2jJz|Fv)kz)=*x=?`QGPc3ip9=ULO$7q^~;ODAmYCML2zKYLcvAM6S_|1^xu zRp}2h`e1ChAA*OHoE|@^Q`!tG($C~lyv~a6JrKXeaSdsh+KktTwX0ZA1~;Dac`KRw zIQFG_-eve%lP#m*b2xvzK+_-TwwhKKk(T<6vPdJgB)y`-R zgUKS`6m!d)P#z7ZR7mIo$$xO|Xts}&5ldmr&$vB_q*Tb=#Jl~(aC07c+9-p(_lj&W zh>rD*_Y%L}N4qCw0d6&+on|IO|>;az*5w)e@pK86W>6+^4 zr?9Q9Ty?D3{zx2r2!`ExCo4U!g2D0pbO5Z9t7h`xLq<;(w^TBzZ+;reFWa%X7*?jY z#mVBm9kkMuw*{>4z=QE@+an$tVb$3%+)C%3bXx`6);^hScK*w8Lm~AtK79d|eQDH= z#wU_-sPnT|Dfd&-XQHA{HX1is>l~KXH|DYQJGJ1iBjuSR={yGt56Q|qSvj0N$HILP z4&|=?!K`gY=iDcF1qQp}lG@cTV^LYUALhJtKiQWqSrOTTW<{Xh0~#OlU{yZPbNBK- z-vNuo&>AJ04`Ed*>R!VmpVHt5+}#1gJIT&^*_P(yrmhc$v-nLoq^EmHQqmpl0jydg zPI8t1oX<93e!8Y)y;;^s_k~p@I=x7beZB6(iX+K6oOg0}?rU~0g>m|FJi>#2;Kx1e zJ`u_XIp$rN;t(S}i91D&GJ~aA`S7yyUZDTcxV?nci;TFDyi`=b1M+kahRhj%gTAYaq?V3Y`!Uw0PfjYSa5 z>Yvtl@fMw$L$wsGb7wItb-$s{9XOchJA<&Ss~mc~@#l-=Tlpl>ur?JRR2J#C^P4(=7U|TtC=n&%k6hmXzX|tbxB8u7`{1 z5AmfT)-9oVI=Q?rBll!^IS35HqjYf0H~cknZ8?%2rT-10WC0HBDP*@h@oxhTSESdA z^tjN`4gI}b-1dL44ApCVlwrJI zlpgg&>{wholc%>hr;q=0KO?`xuPd>lH(l;?>>K#^` z*!_jS52j<*fDRJr-M#;kNJy=j`9@smlTLDK?)1JaAHB*?={a&5UN&-e)(fP@^;PtK zj9-_E>4`q6;-RXROq|dwIdg@&FEBJJY@l(ZO zk_>ko4`j_{?g`%K*!j4A0o;=9?_$YT-n>+Vr%UoXUN?mEQXI^Ft50Y=izZ)rZxD~o zq|GRqDAkt+!XjOe)1Rsd6l=+6S^2dcLeJ2*i3lDdE3L%IuHJc%&1*&d!L-_2to8EV zAb58(b~9OPobQdFvf(e5ya@lSVtR}}bMN7BV;?L-6oJ7RuJW2YY8I~k#FJ-(kJd*2=}C6=JxaH z(FKFf6>I0=9WJl-r%QT5ZKutL z@Jw&J@33~J|F>a!*59W#L#pd+q~*b+*Aazl@b@87AA!il-jAM5MNR5GXJ(r0jO>@Y z494k&5&n!Nzdt6FcWfD&&3EMW>@1554|?ZWycxl&W5n{GB($c(v!u6!{ZFJnE9c}p z*D-9UhP4Cv>wj2sAcQx`Sig#>E7_5X8n4RC$Kgiq@g0jl)ntn7C%zA|oAB=w9$3o4 zH~8ikh@|SmyDUnj@cyjM713hs$*%E{_>(()Rbi8-c-gV|3=Zyu;JY&D^S*=jgiclu z7ZL5rM~X3m8iM_2Jaa$^=P)S<`CCO^Jto@^dopAb(iNAn9>Kr>GyCTK0V`|d+_!y^6QC< z?fjj&ZmDr6Lt+@++S4v5rK;;Peo7C9A{e_?K5c*#WeQiFBfMY7-wmMoI4dj2abK}? zGD|nGu?~B()@eUJnNQLZES(DBRPx%71*5QXD~vCOU@BjKK&!_^bu%`m%4bdEm*d&} z<*M{xm;r%1Sv!#y3*?fDIQIr-{LFXx-taq4KSAGg9lgl7>DYa?Oq&X@kI}uak@taP z31ijA+^#&>pWY|(&;G1W55dP__8}e0LvNYb_*48J3)#@Qpqr=TS@-ZY zw0@Hp7GiXs?DvCbWAkBpjag#WzoZWx(;MfCCvRChF zXB`U3QE;swnw~M@i!`a=JJ1{Q*D7}O$M=3Xm|ia@@m;zwr<%;aY#R)nOZoL+SRE`c zbavcST*-d3dLnBh@64mghY(B8-qO5!gc)tRPtTCK7GY&pa&E_rk9e>gZ+t9{v$pdM zI*cLpa%kR5|MPg{XOa6gu0CgONo|tr%@y~GwD)m;4=GvcnDr+|`Ky%?-*BZfgR~}& zeucDi$gf?v4jM0FzID_9GUm`Z{Q-&@^**S-PTn@!S1^Cf6(^}m@FfrK;e+pKJeNQA z@OpYoe#2i|oOKDEwi_{dy{^%ULAjULm*Li_aGojKJiz)(jhnbRz3_UhNZcS+j)KNK zQQTX!K1AaM9Wx{*Rr=QIXhvqt&qPec;|nz%d3Z8vK1f5X$Zji3?`OaKRT$jfGiO|UN@9f*m zGvL*JU&9X%ingpxJdkdKWt>z;SO(RJ&I`}eseCj!4aq))E!ipbh~w@lcx8dVOXKG^ zw46+jeR*bvpBlXR9?a9vs}WQNI`=lC?8|#~&5EzFsj+NQ)v=e6k?Y`nAd~uLt7)}W z{z|9cvoSPxg!Y#oig^{*cPw~flM&Vyuzg$XosYHMTz^~*pIVT7+eKXIdYsg6X|5jS{#I@?qNcEC%{YebEjVAvyujH;ybzHAR z-#IK^iiLw9JOf|XV#jh8K8n?c;mm%nWphnFoX@MnH=W0F2W9{kSHs%3Fr%fh_jsLe zD4qGIyLdU(k)N|6{jbia{h5$C1~YTF`y@D@$FkZ+nai%D==eMCcY@CUoY@wKK6mCL zd@vIFcN$@ePnTl)FrUpSb*2DYz({?Hy z^GqUZWBVWeV0EQ4&c?|h^x6j(kL9VC`1=Aem3}hEiNt&_P5>3-u|5> z`>%3*x{u%Bm@|!d7Qfe(x$Cg7t5MSneP4L5!>TfJ!{aP^4x%%RJeQx>8}k3?`TLLC?Y1{PipCOcGL*E zJPXYm%mHI$tESk}#_!L4lH*TuP0+-AHczDP!s0tb=rBhW@wzd~uk&|t40)k&WwViW zli`r3%X6Td=R(EVlq#jQVS0#fK0Oqc=IQ2<-dm}PG}`f3IJyxFv-4~$eP$UicfR*ByA9!! zO^dIy(K3(s3mFCEK|&yvLE# zM9m3wn?jRI3qF_*sk`NrrN*oZ|I#8MyU!}|*kah1XJaGr|1EpYE?j$;#LknQy&wHP zr^^9Gx|}bba85sYc&pD}6%EVyYYnNtVr~UTr>{asoaq7GL9Q0&@!Df_|4B}}n|_Z$ zpb3_}V+Mc6dmEg8j1gYtsjRckKBd=4tSoY}d#@P&G=TBBBrZ3?24|%E8Ja4_0P>_wGY|&l9}*W3~NK$qvF334buywq%((*dom`rk>N_PI(y@u;{Rsy z(_&n^MkLi?MZVSKdG>?2_C3$mz=JJ(+>H0Kg6vl^(#If`3?{Jeb+2lPh_m3^7>;{k zM6Lv~N3;YE^eyC%(WK{U?RvRtn3<-u5oWTXD~WF!qdEPbWyjxQe>_iS1?K6l(b9t; zomq#Ic`g=TXRI3`l@&av;oBLQ@g^Bl*_Zn^sm${^cJ2?|MPe@VVH-y-#-6$)O!WCt zj@tx*d|!XvztKj?@AAC#87~jTi0w2=AE@t~^&%g?k3*9R*VJdxBptXehxt%Gsm!Xo zT%r6a&NmyiD@}gn$t|STp>b25tWN9Hx5<3`3KUZl;|Lg~KivL&m5Mhv6Fs|U8cD0W^lqolt3r+n2@UVN40(a^mX9zXgn zFpHf3yp!ig&(dH4^pB7ovqPiaTW2&rCw$AP*%!6&KoW8vy!Y+hEK-u z-8cO41Ia(h5`W-8o-CZ;%qeEbsab`sB!-CH+=p)s%~bMi!yDm9RaXCx z7eD0FtQ4PT?6YZjizv?X(--Ml1)9B$--PXF;{93tk##Ar$OCPSejSUG?T7f}K_0)t zF;8IbUh>=ung4A3$llJPSXdk)={-}AmnO2U6p4dqUd){EE?w%1km|;*$gkl*?x)Ry z@@L-5J;xd_$n%#ieDRL>dK)6CO?tI6o-s3DO2W71p`&S1OYXTB*IM&kzJFx3?=%wc zllR+W`{D4JhaFkdH_h+*&U)1`+4a8GyX%coR0LIm=6Q15XL8Fsaz%E&K0$J>Y@f%C z3I1-)l1j9D40fp;|A7cNN@SH{`W zRn?7^+MsQXn@)1+XWWLB`;w7rL%;if22I~6~L#^P~j$Lx=f2SMN*Xgw!qJSz_8IAg89 zFJxyMwq%9HaTr;-@Xm$Cnu*!{u<$L`j)UkJUKs<;8@&1fu78P%o_uzajC&s5^>;mz z)vfi6`?66#7JD)%%0|R1UwgBj`=+n&PZhqVQ9BJ6(HIXQ?v&?!vJ-^h`yZ^br3a zD~CE~x=dS>MX9ow9xGS!%|CcCMD%nsN~)PW>76rKa+#R#3bXzFmEA>m^7tZoex0bQ z$4BG&AswW$dSMKm_JZ;z<6KOaRFZ2eCTFwmGJLuMchZ5ny0dR%_d((${dXQDAzj|{ zZM!cNR*31}_~vu@sTE0=vhiFo@g57Z*JA+W$HC)78Wi(RR+;3fPI@LkDeIr=b@obs zBNFPda3iEf`>O+lvb%0AUL8!IcVU)ZboUgv_qVucEa$u~_8!8w_j&6uI&GJC8uM>* zerfLyq;elN25Xbf4&rv5Oj;rRM=|4D{f2&cDb z+8dfD^X=DW;h`A2(K&mweg~Y>)3GssEasuhAUKXDyRdMEvrZyoH?L0O`Gc|VFnScn z?mR8-<(>W5vQwLtk3BL5WET;KCp)=71OQdZKX5^|nh-bsg4tZHV=zh!_YVDcjEj)qxj zk=YeCBSdWa0JM}hlG{F}(cAvN4+4MD>?iy`f__hm`sv#qi310#*Z(j&}xosIt# zuHNOi+B|+HiPcF@$NAS-e~(=8sxdC6QD)BcQ_T12>iG1uEHewX>A}#Sl*eE;m%L+n zE^Dg>K%hLST{3r90oI(`lY>KWvOthaJtfFYxCg z(ie!4tO%XYU#al%IM4O+>LLtz5ie($E8g_#1lnz4&9#n5b=1B2DBl^voVl*{D&by7 zd2z6OJDm?dA)~4YZXk;Og!M+&{DV2!OOmRt>3ne`JR8%vKZb@^M`1y_I?s|h-lBU6 z@p&)ionpi(a{aFu*%U6hQ&_&o;XHeHRZkWaD_c-{tJAJ{@CD8_Bkp zWP(#5{yT(s(=WT6&Vg0d+22IsdRnH}%K{!rhn3cRKGC?TUf6?POZlt}aWhqI_dKvH-qn*ZU93 zeSI-0l~mGE?H@X)V^U9%@gF?;V9)tpXN`64nH)^sf`XSH$H(k4J_B0mZl1np+Y0z* z=Rm4o9_!Pa=-*iW=p{ofG49Fau4Gqg4%A`81FozVW9zHXo-cy(v@3NQo^`dchyNbH zw{dhXV~%VrYMPi~QbqO}Z2W^?@(f{~V|$U3ZrBqF@0Vsv2YOe)tS2Fzn%&8W^W~ZQ zU{f3pos4yYcw0ofV_>lo`nP!9hn$IiYV!68IC2B-Z1bw(i!h(vOg0^w~*P0PCv2Y8`{3%@2swB1JN7V)_|m+T%BHl zrPq+2ZW6;~((m|m1RO4bMki7G2-Y7X(q0zfKg%LVl01;lZfD=?FnQQt`@rv0Hm5>Q zOB~;ZolmfBn|xB7-Py_fn4D1@?#=nWi+KHj^N7#`2OI>87 zRH*Ih(;l+fZ@96Sc+azrRN(K<&+~oOg`D&&X)L4f;K@|C`vUT(d+$P7^JUh5!q%_o z@`L<(0h>>iugV!K-A68j>N@Os9tJP5p*>0K#KzmcFZ6-Kw?@60-TM|Y=i7eYQNZC| zpG7U$eHk3}iPu zdLcAAv2?hcFqyCV<9j!3NgbR4_*6nR_zni^=-3(0R>@_TiHF5>*g(I}#e4cZUhXIR z98=w;Y$0pD;P@Ie%zBX<#L*boJ_p0pKDrjht;oNPeP@WL@$h~^^i+o38~i&@?zzUC zGz=!A;dc)IhQ%8p`#FnKcdWhfj)mCXM%ZO;`wx$5;cYW#r;BhE`QdQ(A0}T1g9$kK zf}bkv>}JfSm~%c1?)1Al=}X}?1J{Pow<-Uv!qOgcPM&kDbk_85%D`n-xGQcEMNWY56wR0SDq z1s*(^kFLbjA~<`NE8shMYCUa^gK9@uwD$QCkYA5obG^G(%k{~0gM;LW1)$r5>dvn!Ch#diZd zxCZ}<@#MvLU!JUDFkOxD@m*&cPvM8Gw7=K5gMGG}?5wlTO6fZajLQ9%5BcPDIqf88 zHiqUuG;7aq)7f(`ubz$n(;-`)l-4rVf#m)|`uiCBC1jtL`+C!DfC#Q6ADjb;Lt(Xu zmrKz;`#f6X(L^?+vr2h$%tLZhYSQ(_rx&4I#rY5MY-^hL6#uo!zDXu*DhgI$Mk+{@ zf#+_z%wq8tpKhafc0Q#_P%BwwiTJ+=24nfCrX$i}c$Pf+pYIA;E%=6`Zk5|Frg2v5 zrm}wOQ?w8_sZ+HTDksA9BD~Bugs!~y7Ed?FhALiX#n!c$+?+S&$PKR;KWoT(Id>ln zDnViqIJbi0dOXb?on0cVxY3?v(-e$2zAzu|=Go_P@IBgAGQwPzr&j57*r$u>3|N(e zZ~9DLg8dUoK8)3?A={Uk!^eR1AeeYK68eTwT3I z-wkroNAyTF+Hc@kjcz7NyH^tmw^?_xLPzEz`$o zw)67@@I(wBg_rjk_XyEg(NTF?`7uo&G*WA$-@?{MU~vVRUyATlqDVjAa-^*htxv$E zt?R3WByYvGzvSw7MaCtN9D?P4iH39u`c16-D!1-~2}?=;k>}cqxjLe-lss3HCdnpa zu<&bG-fK1;<=i8%{xfH!8^LVIwPxLAt}POkHyW`8%@#VZ6nppJTt!H~%YQqupuVvh z8gm*vlOZeM!E{)?Y_wK#?z!|Rk7-xIHC@5q}!Ns@^V%JobBu(u>MDMAL^`A zT+ti`v#cY`{pi$m-Umu8Sv=Fs^^Q5}U_8q=#r!TIMzf-ICq0WgBDJj7;b(C(?}M}( z0n;m4@Nppzr;ln`S?>!x+hnG0O}o?hb`(D4+ke(Tq}x#qdZ!;^FBr@bkH_F*YF$3# z|Jj9kXst2M^6GhPx{CJ2S@O9|^Obnm35N}Qot3)Rl2p-n$Ma9t7-Z#F7oN%5)Y~vP zbH@M7HF>(X5?{We!#{j8S`PbG?Dt~D1N48~-1r(KN*96!`ROe`&awF(Gu8he(YLp3&`sQ?YVKAxrnA%%-kZk1BOISvUdPB!GwE6n zC--*bSUD=SMQ^~iw=nTTQTG!3Ya72Uex^G|p6Ea03b{MH=R5id$3EqqGx03<5W8W{ zP#(G&P9N#-OIRI4(}_vCYy!_5Afdw=929FO#Ru8Hxx=_!bXMlAZq9!Mo92-H8(j{; z`;Ou`d;1o_D|_;vfOop3E|jI8^lAaio|NHIQTBSYPvbdh+}UlaoZuNn&CZK0QNndQH~yepT}SWN!`F zKZGBZ_-8Xr?s43{)}RhDPmT@;$Iv)N^H%<{O|EG-F1F}{2rhFNt1JU`7=IC1^D#f zx|OGEvAPV4&&AGS=7ImnZpv%f0XW;dy@96f<%gum@1vdX9K5sM5 z2tMB}eo`GNt6=xV&pBi@XL}KTNbl-A(+oqeXXjJKc!K7Qp)pGCt`66Oz2C{X--zMG za?K?yPMy8yNbV+bR*;%iim5!g$-C>}(;wcK8aKV?o+j;6f0cmA4ztHVtePQaKO}D~ z&#%JKu29eO^ToLG4>U)xZl{@~A|$rMKKG2O(f2A^ZWdvwnAZt^Qt`I}e+|UZOL4IX z1k=x=ADqXVkCQup=aHk?k==@CvbHlH72%14X}XNZbN8n+zBMB&H7lN>!5L!dBWM09 zO4^Cov4vbbn4el3XA?_uwe~G0jwW-Gx#wx`9ShCWJMV6ey#acuBG{B&pVIvVdE``n zzZ~0F$sLtx*o2)=u<}-D4ui@tcFZv1<%JnF-_%p%=OcEHf&OGO$URWI$T#LT{-4UK z%OO+G=o_%;Pd4S-Rx$I`wXit=$5Q=%2+g*zWs^_uhsWa(&G(;Yyq^jtokZMfpM55a z{K-ET^H*t%o5X*sNa*PO+HzDyY&%Ad%POviBM-{3t3DJ!_1oaVK>*n;EM%+_N{h76h(^>pikmYV2Gq&TfE9eHrF2 zer^o2AKAGAU$QRa6A|_%52RvWSJ|KnYnO`f&-mg{XY|3!Q_Xy1$^HK>$LC_uH!|dD z-h0<4StVb@&l(YxoxOADf0-Cn~RGmKfA?*B8JlrqnxPs5ka{YR#6$a^2r{0G0g(flX&=WbPY z8x?cJ5ssJ-p>$1n5~hE`WphPW7TJB!)$eKMoFV*^j!R3;jqzFL_4V+sERK>@ zCeVKg8#j~Dh$YE{edNARAe!3YMKIt%D6PbWcK+3a<}{2IBCda3{PJzq`d|Nm&v7h5jFgYO{mnrOIHoTn3|MIUE08;@|$x z$)4OUw4cWFGep(ia@<~|)G_L(7FcK)`MPVMA_*H}3RV-DrX?2iZS|LiWWm!`*$4GK6;qlej^cC5= zAoCTphZja#iDl(QdpbmSbNpZ$e=ipdVB2i+O3>?SI@I>+YZhcrd1aBekffX8(@2D5 zr^t`4?2e=VLUTvfWGv&i&JerN^~`$zjy79=f{%9?V}i_7rf`K^%wHeTuby$kk=8uX zov#0iwk;&y&l898+IU$h^^l4|wK08?XX}h!@H+dGgzl{nPm}JyB}&UR6@3z&i6*RwCtErd z^@2l7UYg;vbD+2vjV>f%yZ^J#s|c&N;nb&c>P~+64kkzP(*S2qV|yc+q8eP!GSa@7 z(HwhbL;ow8^4~XBS(0I3jy_FC^_Wc0I=@ z^Re#$4^YmZ5)B>6Z$r1n3`vAI>;=}Cze%i>{NBkd~o)$}!=#hP~ z+c5E0GuLr!FT%5V9+y>|waI;+Z?A^TpGL|PqjXvM(9b5?eZdR4#>#rf$-Li~AYAU4yIq8)%FMM(e>#XPL8KWZ~I(F$~W}x*FJl zIqCmV%lF>59O!RKi*^f>u7i=y|aemX`?q1xsS{Jhwy(^>$f%Hbe7*qyNPstnHF8>QI$Wd zi>jtjs>1_KS-zNcsmqee>%T(kC0gH%S+~<+nH(|0EcUIuasaG0ioQB9X+u)h>)Zz8 ze~orJ4c?M3(iy(C{L~YZ%Q~hCe?2CXW^aDhN)0#OyN;{txO9EVQ-gGQnoh_h!D18F9$~L*@^M%OIv(iqGNv-|z=BIw*?Q5eA6q)(Ay0gFT zhkh~txAJ!#dM)9*7irT_4%~=stN1-n<{HxU5eyqB?>6B3bo%;(-%`aVd1Z&ImHOCH zj9pjx{kd<|0o{4HoaqJ6mO;=VgTVY4WOTgdarv zA*5`?hwrf?-&fLSGS_T7*!T&Syvfq6xIG=F!!c&AcT;QhY#6>NaxW0sgPob4-m`G5 zq%pJaDc?rBi?zP8Km{}RbL`8ij-nWoedm=SklOCA7`ZC6QoEoH&8kB)6(&~m-4ZfB zcTNS-Iu&wj;guSVJDs2X8eK@JNzWxldRi{1V60T~xQkwSnmCSKspr2Ivp~?_RF9z7=&@7kD2}Wrg|l#6N_ zp$LE6#;%G+X~C1z9Fv}$#pv)dY(K!4=Wya;dM@XK3vg+HC@b#$%8u{gigFMy?T~wm z@b@xOJ9u4;b>rxS>js09VKl(Eg6tDcy}|T8d&sB1L*RX*eM7%SvdK*Pr#gI| z=6*zp8Pmm+z!H#)W__>6YpWfhcdx!B##h{TVVMB?``GN zWwOaSxTgxhEJ)?<=iww>!;16)9%sZ&q+~sHWggp(cXL^rr>Q@ae>tzDAMx*S&Z^AT zqG_kOYK<)Mv3W47-E%jjA8GGF^LSo((oX|p=ju6i$S1RGGA3RD*EP7-%vE3+cr}FW zcl>;*oSt0?*?;sJA7uUU0&@1{>qlVlGF10vQ&*m>Evs}RWsy-IX5&CJ&n{Ox?MTl~ z^-~;oqIjx}+lyt4k>YZL>z6ICKMA`Jr`ZUfY!U-Ke3q5NR~ze6oXO7Ud=uU(8=S)1 z`77PEOF|%(DVx$T-R-j`a|L_4$|GaRNR`=UqT_k7Hjt-Nm-bL>xPvdJy0)Ln<`Z2h z^x=u@=}Q%;Pv}>dgmn;}WB%F)caMSiFT9$HGwaFz8vkyh_jumi3tC4(?RIv4WcJVc z(btW-g6^&5o$jQkSKSojq^rvzSam*2`@`vVQJn1`H4mk{3KNj-qP8g>C=O1Q` z(PE%IjkBg`JKV03O;3@PvJW-Ak2;B%{;*tP{4434ewe?qzqOH4q3J?n^uU{2ajq&$ zE|uL=0dycOdtm1@N8X0vSBZlspmaAKZjvp(6mci`>@+sL45?)zyA_K*Vsl3*mu7P+ zb#HUrTKW42nm!4ghajIi`onPhd(6nr?FLv_j+CF-G=a5~dHD#}P;cP=GyId7-z1x^ zmYpAAZ|d*Xhgo(1hZk8d+r$`~3mHFM!P4{KHBr+Z`pd{_Z}bB(r8XYyV&89K_!(MO zW5+7d^t8{qh@&fceXFC=!Tu;wkv_ngK}*Ypsf+Rs#-}FFWXIGtdtM^OFNfwoG-@qA z-Yev#qcLie5pQ?3IUI+_d;fEMOeLkic<3otRHgiXBu;LI>})cAlzodkdnO##IsP~! z-A0FXe47;;Rpp%hSlpL4iD>3Id zCS6$jVMkRNu94_WU)X-KR;nUSg!9ABO8tg!p!F1Pe(qnY9cC3{TXNDp@FqOSH^1^? zVI}*Y6IaiXp4D9kK|XgxtB_fPx5wa7SKiHf{p=IXYQ)^{+YEuM1jydu?4VgMj=Sg0 z%UY-Gvj0>ZW)=E4qkQI7OQUuW$-VJmw9!xC!&BHjnvC;AVRn%HQiz^CGS*vUJ>YjD zd>1aJ6WB8O;a6FAJ^%gYjDyMEh*jwbc?#yIeqv?z>}C8rSU*D~w}Wa)R*f@{93mTz zgT&Edx4gJ5!qT~HYUT>XYZ>hU=ix8*3)<*yFhV5z9;S$Ggrx5spobI*r|V@}KASuhBTWg1?jb@5F-_ zjN4QOxr`Nm^Z!%4y4+~l(R?Ty8i~}?9g&`|cZrtN#3%xxz7QFYfA#2A1`7{&X4VL# zS8wj*lyOy)e#YrM`3r2azrHuCit8^YswW!^ zq2=kceSi*mQjmM@$x2t7MJ9{9Q}}0&7`>k5HQ;-UEAWr_@f%jQcg!1n^RTg6cy|lQ zFJRsdx>aT8JjZPp>swsCj^N!@V&GRgrK{=BMtnm|rK{#_=v+*~+ybjQ@L00TGIHMH z$=v_Cme%WOm7ZX);pN+OYY(r{{yN9G+u2si@fVr#ukq>%fA1^v4q^F&yfz9pBlx$C z3|_@2S-19=5n9SC53wcnaI6AROg>ywz{A6?|AlOS-J^rm$9cLR=&dnyXo|cvsTh(Ha(m3 zW%etl>URySX@F6Q#^*(NH}AZHlRvS0s1foVZMAuMI(}}JdG3YJ)9_3`mif5)65F>L zAuAi((DF%hKu_$-9*WFasc@R-)7|muJ;yGBXQ2cIjwb6t}>hNT`xD=O-PsE$t zXMF)u>EL`JjIuvtkk~$wud}x?6${e$@hu*`L=?SAyVTTu7(yk;nkUz#o_F@qKFOxt zV)00^ndhphX}-+(f5_#Bi_#w6xs{$93e0Oo#*dE93WHy1JI$4O0=ci8C%37Be~ItG*ZU+DDDvF!S1f2DbG-?L8)g5pe3{O@SuZk= z24z`xlr!#h+O47ct{@mT=p-8by<&gFP6;Y zk7J=bjxTao=M$Q?h4YPKD|?JP$ouEBBzuMG;?77KbYyWI+O;Klf{~x)nUUn2C>!78 zy!t+CfJ>cuE4ecLalc~Q5~CHxu=82>3Qz2$ZFk6bcl0X$%0A}xGJWo+rPJ>#7&FM< zjj;Qo0*Zf&?$krgGvFI}>u%myj!DhE`>o8CGu^ZxZM@UQSi&^^br`e8dGaS z{v2_iCyIB7q=NfkI@0}}g<~^COK0Q)1WHGj+*I4dcjdj*>&K+hZd{qo& zcT`WG9}1z)eD^CoR*;fw*>w1N*3lob;s97?wc8$cPN30~h5R!V!^YD-wPWVPAS*c< z;K(7EmHK5zh|Cs#&&H&Ya_K3Me-k$6%L^st%j$eo(O*+>VFqh25ihqmwjGHbWYkpr zNhjlb&4!&FKb$@n;#3Vk>BaaZ3`byAYWH-Oql&Za96!ZG>xVGSuBvb0u*jH~IpQee zwiO52&$thpCdvV+B$Nuw?|Oe5y~jB6SoYj0Hou_PS-dz-ZW!*fl78-i?y-1su828^ zukJ8jUork5{j+Yhr1^0_;|!C3uM-)$>(>Gs-u?mT`Oi5I2B#u>(WNiNGX+!nMy!0{J2_9`5%EaKBu=RW%9 zo?8{ibo2hXa&&qSmUCS4L7s0`=lfS=q4b;XLc4H0_oGXSp?tGh0pT5DWxK352fk(4 zo9>!p`0*6heGRj*wD<>`zc%zBZ<4|_scckIZwAyJ#_?K>D+5Zf^J3_i5X%l(07ksMI?nB?# z>Od-WFRygYVwTqux2a*DJH0O$Gd=e@Kw&WikK~bG=r)|x(d^latcP7OX4QM@n>_5? z?B{;ORbSQ|p3b^CbW5$9?d&{OCdm5N%jutLclYw+6n=l1=U$ZyQUme^Oz#KbPToBN zB6C=gDjLJZR=Ub(CEtG-(2Nhdx>i_)&9A}oUp`A`v;AC?1f!?;q6?YlLt>L7CyRq~ zd94Ut=8N&{B3j_{bme?qrnydZXU*tA{JzB43wWwKhCb-*9{f~R&iDg5sj0S{r_-sk z2mIQ?>H|^Jilj50{SG{T7Aa>LeWK&Cv*cTrH&0UR0S#XMX+c^3(o*B)SL5_P66W@`E{&emH zZ2Z>I>5e%Mbd?=S;~szSl$a4)1mD+c%&C#L$Us`T$m0LLwquTv`X;X zz`iq_mAdO4cxPWe-3!9Ey3%A%!>dLz{}4JHOv|TWet;a4XCtkhlPjJne9}Q4 z-YSmv81D-{84P2M%a0A6Zkyj+XsZu3uG?d9|AM$LSFo;;L&GABSXtMGQyXP_Bx4;;(! z{%FyACH+#{W((O(@F+cMPjFmSv&|CToq(%Vcqu!;vuCNTGwRaq3I1sZo8R&2dGB1n z=bfClkY%sZZ#EoLJ?<~Q&feV)GJN`LtTRr3=S?zBp6+hLtkmMk+JRRv;!T+#D{~(( z@+`=%cl@nbb*I?di@n$KZuaG;N>ujGjpBuW3ekC@zZRJXazsCDO1!Y8}327uFE^)uYX5wzT1))aaNkcCHpp zb-mM4BppWY)Kq@Ga4q#2&A-5-SIvK=MD&Z;@Q2S%WZ6}Y8jmX%d#9qad*IV7+8o1Q zH$dZFEV<3!(|K}|*xw%>yIIlPc~i_u3t&`8QIpPeu z-{zb);$eWSc_ppiVfQ)MRRJry%Xq6D*Te|d;QSmqWZm!{*|G`FzRAPm;n<3d3(V^0 zW5yCQX>B_0%bty}F3UUB@F)AVxAS#6R_>w8R7_~jg4YX?^)k%=5c{8EUIiS@ox~eu z>U76Co4m7d;(-FsFT&=m#y?9wJBgg!OYBOg!8}$LPOGtZ8@Bu>!`{LAN_;X4b54cT zTnt_U{k>gxWqsa*B(yebzUg(Ib$2Gai1$+IrxZ4H^!|1HR}$yaN%O?Q_w)nU^}S4c zCOJ*<={k5_N6UHQxr+1e;L*BxGl88o`ThhW{|ALUL(dMv%tvG8!5jH-m2tcCQx|h) zYooUm|I5t7JIuDR^e{LrBvA%rNr5r{?&5i%c5<$NY46!6Xcd=j@kmhyUD)at1kXp!}Yi z_#O){HCI0=GYpl-YLQ(N-Wz$YzW-m4fp25kOzeq@WM1v)(^;I(Jr|o}vL7KeuFizsHu2vGuHVRCo#|ayen{88FX@&J(1-Xx zoeuJ7D}Tl1JaPYo?^0p2 zl&o})+`9tesk6L_uSU{w5-YoV)f%c<6T3y+t`Kqe^ZsTw&6K@<qPIR!&w88Pl3}w*#3zT1KIZ}``bG=mE2Z9x4Prk z`7HNkSMl-jtm^08JQ2+ExYS>H4xWp}+)JV+d&sxYtQYO~!ol=!%QLCTEKd*gPPlX) z?Z4r-RL@Fp?WcJEEKGTuqyax)u7@xxQ% zW*Ww|;q98_-vOgz$D~6`#^DJPp2@?EA1~j_azuMMADaI+|l9vilw~4ue)NeonpUk1%70xoC%XzQ>cPG&mIM z%|!4N8q6p0Q(1ZfOKQ{be%2p}(;pc%-(jx9qp9Mrm^|?){89@!T{u$DKX;bP^Ui^C z%73y-OR`b}`U0P(3+(6eVV=*wAmUGFM+H)!hf?bHT}sE)wy#W93*)Vkdl$PROWmjk za4w_icvojn~lB^$$mT&m!q%+wp`WgH7mDN&7bWI?BtkH8h>r8Ss-Ti^ZpBkYqSG-Han^BgTNy&yoL0`uyZ{Q zo#BYC5KV8K?1VW3>(B8jwQcV-N2O}STK|{DwBOmkMXWY}$oH6@dj_4!%u1Hd#;pv+ zVmL8J?4`EUf%N;&nS0YDmBl8|;sV#Kb9t^KUR5At1(ux+nOE7i9CJ2^vN8VO3-*ig ztTao$!;hm2v)KN88fLfg4edB1J|d%LT|#QXPoqgH_EyFDE!g>l@$*gN5{#-^$Oh>F zxLmB=Br4O{>oc5Ay_GIB*+)#Qql+>&ly2a4X>yqj*{&1I_GgWm^kulqlDepB1! zbkeu-ck1$;#53)9FBLdy;6lEWoCldyex1RSZ;H{U#McRq87J4zgU(%Y+Iw`b?yoz| zFE=>1CCj$)+=nvd3LKj2{151OHL3GS$o=hS;Wd*ckFvEhxhKgLuR^h!m>K2$RD!Qu z@I^h*pR2Ic1i3=aJD%_Mb$v4%dv@_hOS9`Z82sbCXGO+EWIiazri1!BW`pd8OqI6m zURXqSdb|EayTLrVQKTF|pS{Su!Vw?A_IRVGQv1cCwk4z&!#sNgOR{Y>JbuBpvvKNK zh)l)UgGnq)Zaa(`Y4qGjI~*pd6u1w+Uc&!Z%U-D^yN-{ZW=RpFWH0w!h3}W?F7^k> zsbtce$A-f8WSqzq^$l`cN6gL2>j5m>F7N(D&O@-j+Rt$K4#%O(WVloo&pcXG4348o zd3bK1dsgK>?z60wTIQ40qNgG66gN+&UqB^zj5X>$G_UBmH~FYCJ$KVEcS1J$X7ILb zxZBS~xci`-QVVl0hHzt;9WJid$OSFPI2EF)znlKJALGg~So#u9d?+R!_j@PJ)8YIO z$7X*;B^+LYh2OAe2h=~3^V0*gC7nBBM%GPSh@WfuEA=$9!@Yt$FvP2^IFc*Uf5m)J zqi1*AnXovQF6Usvc6yHC`O1YXHrqStAuu224~dNtG+PhlVRU^!>@IZX4UkPOn9PFd zlf4wj_AX?N(&o=ojhNlanM+EN^nq^(t68!?ZqKLlmtymGd}}QZPKV^jP?{~$%d@qK zjM0>J-NAw zV_krQ=XkFr4z8m~Yv`22;MZlj=`?ER$gCAe=f9`eFx~$(cq^SQ>fl``ag$Em7nr%y z(J7UxFJR+#eBTW3uFy$s6e)f;Lfv27fL&%@|n9g)g8=}DHVR>NrY5G%XE z=x4LxY8Yna*F@4^rtblA$p2`coLeIDr#LF@#x+)q4qEz5UcZFYRmg~8(x|I68@iS;ck?BnmI zB5IZVKUa2JDFV+Tp$Ej`9-AnhfQk1Hl|7HVXc;tZh=)vqt-QMRu42VV_a;6+#yUame(PYjz9Oq zvkV>f=DS&BuQPIK`6v59Yv5WlHhn8pO6ho)`!c6F zqZw3Q!hrwC`&-`WCWBNo&N?yJ((E|_`!>R?n(R{vgVO!rU&lNOox@1o%$onNFYu(} zJK*Bc*jLQVoHPvOIQVk#}>NPoAbEJz$xL5jWA@u$g^w5V+yeO}>u{FPK$jGXfbcS2ullysmZ;_iybz9h840f;Z_(gbA zj87ZkL%vyUAb+5vX83lUzHYD3a32iIe3t4SS#5GD-FCT7ew-au<-61zUg+=d3Ylm* zPmX}pTQn?#K?lJk)h{ZVH!g5aR>u^FU;6Lt!NF>B{SG-H{q~lURzVKD)bADIVY*TB zbSD+;%0j7xh`b%vi$u^?xbMNpw~cUub01=FR%QJKzZ(kQw7!OLc7C;H^V@7n-}^E+ z)t-ef!#O+pv!0|L%ZjqKF3d{%{9pWUU>>a~USBas_k=-5pC2O+{v+1Y`}0JRc(R!* zJCxH;Cr|n3iqG}pG*6>y@yOM19thP^c=fYf(^o#t3aA&Hm(Cme^WSi~J&KoiK_UCW zP8av%oR_(JhF53N=nnboPtXqztUE;X zZxZ3F_$%w{FEpF|Yo1?@+qrtV8ebmdvCBxv9)%)exGO}`>Aa+KrW(Jl7XpQa18?%Y4kEg{*s;g#|&3m-SzN79m@5rtiG+!lO*JaWA z!u8Ni{yKn+zwoUF?bPGk6X)Ri#4?Rj!#$8?S5?i*~oe7obJ(k zyvn}v=UMj#%b#XRW%3^N?-`NwfgF~(=yb9^Cw(ow%V5%5w5jUIPR`Ftugy{>i%tbJIRZc7h=aJs|hffyb%~a==DcC)db$8+W*DSpRs&z3kyNM^@ za_)NHDE2n7WhqNjKO^6G8pC1{HfDw4JtANkAMSwDjc|GZJ6&NA>xcje3F{R55vFFsGks>Lj=QTROFtV-fWc`WY6itC-9 zPO&dQbt#EUjGlVH(|Mq{=o?PPwX8l^gk6nUE5&v{vU_33c39pl3vGeOf0&l|ECtCS zkSt3|H@<$KR}RCrREcbBw2w&`DC%=(d^Nq>^JnfWPsgtd@M$XTQ|aj`5|{h-@R4}Q zewti4E%It4OMe$f#ds%u;qKz;JTt1uy952a1^Yg*s^vSvP@_Lf>aRwriQij{@+Us@ z5g8x&`Ben$fc5&iufre>-xusC|dj!L%PQ-wqPU&OF93se>|w zzZ%n~BTJ`XM^`xS5C7C^%#*^ba7oAcrt(DYT0RWbtUNl?Us>HW6!ZQz+9SM~8K47R zj*)jx^#5$!-j9cdijc?s|CPBl)$m{R|7Cc%4@B1T<9O#!pnIx~rDsZ3$^0(&e2Xa` znh(0LIID_ZaZGbwOaJ8FW~!OkSB<|07;hcMZy@s|GgA*3zE1P>;rY?=&pF~LBc?}d zdMBkSeJTeoqx)s}w$2f6`DtV3tIIFxa?n+l>Ww{z@$>8S{7n8NceTokL`UIc0yYee8Vp8)i&){w{I}V4*(=tIlaaD!pvuOK_Pd^}WEXIA}sO4g0 z2w53r2rK@hX-~XJpQbf*?rGfjjWJsuPoJ?)G|XDF?^NU z6(?KyExXTF`L~^6hJ?`G&F4csG)m6=uKS%F!fLDP*&K_$QsT$H=+qoH>K$ZDCv4NV&Uzuvu=H z@k`@HIfxDL>L)-c*_7A4ooHTCIN zjL&k{_8(^*AU0;w^$++T39?!2<1#-c)&i)<8+Cux6!grZe+^$8V z=gF8v)6Te)6@is-d>l3$PM`9$=_%jbB?q3#(sY^J#P` zMVdcpp1lBrrd6l?Nk z)`<;aV-@hHJ3u`D0EvpOnht?nJ$bv243b{KTV=P!Y`g*UQ|qyYDEor0Kf~c| z|MI-AzZ`#=F>2$-vvOUogN}D});iAPssF^|G$YM0epO!Hg@c_7V`LT9PC4NhSF&aK zZ7IuVJ1bY;kISAbeBKv+XJS`5XO}SgNrl`~N92FSOXi>u z!VZR3RzB6k?rR~rii81hyGF)eB>GQ>QaTxT$A?$=|6UACPxNg(8bR7!&oWlW|bL?I!P1}Q@!6)K`6 zL$f5JB%;0~Qk05hC%`mREUy9Nv{9rKEMCLI8=lT$FZ(<>w*MnzX-qvFVmW7bt&tDm z|2M<^fBN2m&qXkN93(R1zD=Tj+Wk(K+4Ss5zSQkYE}9wq<|-KPFkYUYC-?shQtgL_ z=fZaj8~woQ%Xn60(WkSBafi`z7J3EymSnN}X?2iT&=Ci&$J;k}-l2RTJLdN_WA0+d z?_9A7y8EzK?x3D7at?=8GA4hfr$(5Ur^7e!>&Nl7KdTR?a|wQOyk0V^>`&qae721E zeKwZAz`hqj=Uekr2^{`R%*g)noPWxB)BE)|j75H5v)or>Z})gVbSJ-&m}uu_SD|5hxkEl zT%Bs^t!t2BqcLBA z=1uILb;;5AnJ0`D@FzJ{Z^Fzxje1q9#&loKr+4drm^iV}-{V;~d&W}-cOTc^seK1) zoONF3$yRoQr(Sh^7k;gI9pYyisRx$-X0&~HVGB66WYIiv zU4vz*pmHv|BwImFM_x2B$zQMWr5{|;n|`w}tQ{*oOuoVJeHMQ0Sie0hP7+u0w7HrdruzF}alNak@e>`o ziUhBdsTUcS;@rN*TBY~t-fPZhM`7<3=C9OJI)cX~Yi${0)#hob7f^>xImdCP`6_oF z?q-R@*mxU6dSdJKBGxrV>OlLRZ1aPe=0w&@&j0IKDixfv8{|qhNVegoFjz{qI%J$o zuVpxLKX&9K+g|YAfwe_>(GIdz_xo`Eb1k$Uhxaj9d^J29iWQB_0@YpDls2!5WZ&w$ zmv&t+uCsM?a)tIS%%a)xSf0F%M8%4jxY5YhV&~5oxrL@#W9A9l7(F$E&y9RMJA*6m zkoh>=m+pOV=SsLdMz-Vuxq{WsX5mzcPmcJqBzj%M*(&1Z(y8tkMx; z#z14v9Si@#RmjdM*3Tqt9ZiyzV0DSdk&Qc@8IW zd%eFTT0ewmm*a9%96nqh-;-z|+4o|Lqs64R&0FW_J>MsCilmd?Zu9p@c0386c4(JM z><946@A+Exl_zh}EZ+DZox9Smjq6^;&}X&J>FPbOuIJwluih2^j??QxnB9zXm-tys z_MEEEUdf4gnj9PV@Vh@qSxv-EowTROm3=u!dez6Qdn9{($^RZDOY)_4gJClKybhmF zc*0?%Iax0iAXJpyi?hh_#`uq=uO|C#c$Ft#mGv=-44rYdC4}N#8|ZWZCT)hzOBhxK zW;q*n0NtJ=OHDS~q_4#yOU{p$rRN-c&y)LPuQ`CNa}Hvh_?Nx;dyIc7OJ`R{YGQ5U z-G{L0Y_nKJv(jIXooSYyV9cSc{((r8`<~BW`3rP;9#x;cDbf5=D}leofm9Nh55pm}P9^oT;4_!iTjK0rqUtJR)pd0zh*tI4Xx=}S zexoq(X!2$K@jD%=!)5?!YKj@-MV3@kzL7N#(oD_y zcy>8FA0tJwD(`VsQIgCe*Y$Xpx;c|z*2_BXGyNuqPVzwI$@HE6p6!aP>E>a*|Eu$$VD*SoeTq*A{l6?dDO2`GGMu)u;u`W~M{^M?hj(~v?$(WRfA13gFIP1o&O{o-sR+-z=NjY z$bML}$r#x?+E;Ix$MPw%8o%m0jg6sy!?!D&2t9LqZU}c7-Q<{ z{XP0UscjF4j@9~UV}3`Tmq;o zzsq4>*8)4UW1;~IwjpgFysXJObJ?~L)*r@#FN;6PwKNfSuRx_C8+;7Se?+cNj5kvp zOr@s(aQ7eF8_W0lKr)rc52Eu7cpvNCAHCm}B;}1f6lw>XrE9|eO!8z;-5IcWLS)&) z-|sbgU;Mt1m5Yi|mG%22Yo}s-8B!;&V|R!qYvBYdwy(WAi{*0CYm45>z%!Y?r~7@S zcr=6Ue=~;_Ve>I&vh0f~qV)}I*v04n!Q(|*cEPMmMSwi9x>!v6(kdjiJV$#qk{wbD zcqu$e6u6rEabb2NygZ!Ow$i3ADHf9LBO|}4=cjS<3k-jlWGk!;Du^8I#g$<++0D*R zXS$VsvKT7L%Rv-x>Vtu~4V zpFsa8vHDEycZltigu!{Mne87{mnMsVQ@;V;pEFoJ)_!KcnHsJ zO}cfi+-U7JLa+Pd;rr&}Q9gSSryj(kr;L)yi)C5-V3ygczaF@K2Kx@@`5(gQOjiW4 zDRgO0n<_ppMu*N&dWUc9Edo|B>RHA=nx~Ctn})2L=lrP@bGE2(82oC}?-;T!VWTzB zI7qDM<*z;>K^yqA6ko=Z=5$`1eP7R*16T3;RnYwb>+Ya)vMBtdkImxVY@?nEuLd~R z&PcbAtydv(Kk3?b+W$bOKWTKOzOSKMb1Y1Jn@@w>75Rc>*>&>?YaXTV%fycMeF_v zd{j&*hm}pqelHoJMIeVOQrvqu7y{Nlz{x1wFim4;XlidMtLHkX- z-AVo~{=b1Fb8s({5VaNUa8zD9gg=TWo{6?B5NSB$v34OMRfjRO0 zpZBlF;Xka?;;DcC|LAxIZyL!nKHw82F>yHrf5e?~)&o`X{PV)RQIbU`_~dc+dIz21HG;w#9Lw{$SD};`@i&ie zj}57%kqmG(dEErP{lX$+`1NJl-7h9~DENJO*3DhVxqR;&8rOq(IsQ;wOuhnsO?_I4 z6zj~W$B<%z`1K#pd5-p3MZGSzFj zcpe{bA$9J#r-I8S*4)DWi*SFicb{bM1(3*^<3s)BK5Rvpl@$~6jcFa7k{9bxy4*q1 zXtq;KXv4N&kta{|&u6#OS!f*wb|CW{JopB?+tdDS9-r*nZ_xb@@7$ul1Bt=I)z*ZiIT4x?Q2@C#PxxYXpd>h3A)B-HyU>*Zy)E1CB~azygajQ z0_~U0`qkKNq3gcH>wWb&AJ)%9Y%wec;aZ+uEaT%Jvef}k6$_Om`2Pp^BeVP=a2&FD}ABR+xoQ>4iAg6d?gK=xId_N*#?q zA@+?(e>Dp>XVo@XFpFj_^`CugL!j_4WG)mL4iYEE=(oN2GuXV6UDA#DPVN?#g;KID zCuj0**1E|mp_T}fZ>i;Bd6rpfAddaPr&Fo2n4Zola6EB;j`#YBZpZWfw*I<;+%LoQ zYHd=7a2pw3FGzhBoo?Zi2hl3kWZtIj665p{=jyV<=g=HZ+7>W;3j=oQp#juB79)Rz ze!ivbfa8&R{EXzkLuNdNoJacmSnCW|orWt_So<9I+rctSy%v6G>|EtlNE;t4zkP_|gUX zJzm@9*jtp2-(g5^pVo7A3D~W~`16fZoxJ~ z_!$^~$O>a7 zm6FGHx#*I8I@@5f9ws~4`~Y)wdMe6RU(oziBTWz+tHJR&SHD7wMsUfFwA|y^i?=_` z24}e9FKjJMyVTt6E)H#EhcjU_obI`^m7OSgZrO?#Cztsmvb4e9(_A}(l+S6?3GV&L zu%6GH0>?Gvs7e0cAy87JxJD11{Z0kley&}>ZbkHv8fVEra~DthlT5=!!QD8pF9zQN ztIDqGNW1;D&t1mbMYJ~L>*u{x&Rh-o2s9U$^G#zX$<~S?f3Wq@aNlBHPUV9UWGf2I8swe>rPKg)}(#6Nmljww}Lvr{k2c+^Xx#dq4y zremH5Zx=EC(aQ$0Z=#4eQePiJ_G~t4YtGz@Lj53jSp3=Dpj9lK!MgT`ph zhf|4g7M)Jv2^Y|QZ~c4@xkVUsu~_~Yrsj-n?sojeDrNBFUQGYo>ty3C2g#fh_|urL z^27__afYAGR(^vq?tdcLG8iX=LiSQmA@3nRyB&Hb@!!?nKb~_3?B` z29Qgmg5rCXna@R>*Fv!=Nz=%W}%E9`5I}d*MG$pLtF(S6o|~8CIvh%X{Q}l!x^p^Ljt`i|mgZ?_SJJ ze?@V5a)Eg>Ftjzx_G8=e5F3gU?~*CrzPm8)Hx^DU z z@NN$g;3^UOLddVd>zvX25tEkaxsE8+gY}N!OLy_%R$})qI3MPd)Y3{mja24YXOxHh zRgOKge>SUys*rydKW^94Hdh_X>yyv1nI5yxVU*akH#_wb2WE>J*N7+`vHKF=BM!rn z>g+w&RmlSLtZ|=%TFwT=`>)fsyB1gB&QP4p^Qvp<@By!W-q8r)FT@d_|T>oIs3#7c>Cxf8%2_6qH=7Tu#g5Rg{xT%m^W9ECF#QU)2 zS^VHq5* zGK>(fpCQ>NxOED@DoKj_G2vf4c#O~2!1ayznv?Kzu_2lMFJSL#u)3R+uXx=Ss~5x;;eZe+py&uD}2BwPvEl zMAsZqkZc7ep29O8f!d$s$@=IxGjsNh45MXs3MSW7YHRIfyyyb$rx5VOcZzo z+mh`s=erleIo0kq;$dq1W{=Pyt$#KroFQ5ygF~t}*%wOPz~w_w9WeLuw?szE7dmy^SA5?$(8|2zw^ZvL95 zw^ZTy%GIr)a7G~-=A>74r@hL{Y8vAW9GmC!xApP^_NIE~sqDSP`m71rwy;;Qu4?3+ z*tQQVjfL=9R#{7m)C$cWr^9K`Pj7b_v6LaD!SvHxorw-Z)w;#FtE z@m=1q2!lGBWyV5al73U8ZX28Y!){-AZ*Poj0n=F`e{+bu3B`M1f2o$$`Sph))oiT% z6W%w90axhnG*bV~c741m##56eW|sNmKzQy&%364vY~ZhY_W(1?3EoNeiDa|?3zK?~ zK6`8H`TR|s|3JE?BLlLMXBhnl^$x3hx&h0e* zSYw>eUeT=`Y(9nOP^2PSNuMaW40LiebQD?6{Q2ABwX#!0UDV zxYHWqN3FKdVW1v17;&{LSBuK2vXJK}*$=qf=$rBR8TwBq_s#UVja2P$=M0`a(dVD? zoyI)uMUu6q-By;UFFx<)IeA`ms0h%W_YYvxzL0+j?|-LraW;RGUHg&wBK>^eujk=X zi%g}h8%}m*>Z9c8dRa)fr2lpdK8F2sBKIDc=7jwntdhIeCs+}!;xq5yi^MMEGyISnZzOCJQI^CS|9*l1HUS$Xl!o?}B zehLTwubx`YneW8t>~2nu=sZK1sn18DzY3yN*#BR)O|^-v3~~nSEY_+{dyA39ct}6eC$s->$Yl58X!@^U$IQw_+5Qby-r@a; zVoRQVY<5*I{C)`+$BB{gvDSD}-~Zo}t`==>Cc&%tQ%}q|(PxkOEazf&(CI|}d2``A zMD9%_$Hc=%FN)tkh*9%cy$n5`@^{V(t<-Ox>UUx1GVs`khfX!)oJy`Q;G5bu6a7Dw zg_E7`M=e^g;b;-)D)veiiev-ahn)Qj-j%Zgi3T}8*McMmvh5N+aS_k%#Ol`=;U-p` zZ(hkgsJo0;jps$1?1gy1?Do^P_X`SX`NCnsu>#VfVLXYv1Y zSS=?DZotfEjG3p2j~M+zzfa=1Pm=e1Qmy2N1K8wFcBt*|>6kE_Z=J2r72?ueY`M!w zr_r@3y-#8NF|KNgO&95*l{HKJ@;RvFX)&yR0($mv%?e!9)bHSNt3%N8(A(j!iQN$ePo1Gd|U~QC1jl} zLWJL`T35+P8^qc9-aC~|Qd2g227V!TH;B$-pGOO^IW=`{wQ z@+@wN2(_7IzJ^=QVoX2W7*TmaS5vp@$LcGQ-{>Y@Y6lw>)B%ZNAx*>ua9A; z^USBY=d&J%O0#b&gJjS7B6u}p>0h)vRqQ?AOumXl`;zx_(c*L?XZ_Y${d4?ouYlUhSZu)^KiW$kpLxO*P^-O7t^!FK4Z~W~kSER=%J`cH;cN-uL0e4jkDHyEdZYRJx_+PO8PX6Pd5$ zOK*6+fKGovWSm%2fh3v1uQC27_@8r;t@TkKLwb{|G&= zTPNcmsa-uDwi}|mv`KBACuwj89m>&Sp%%x%;{|d*Mw7j@yFfg?gFhbSz0$@Tq=(#V z8YAXiM8jmwZ^DxQvhWgYJx>(LH}T6c@mb!T{Rzu?*ABMnrtRJ2n*-;!^pMk;H|wth ziC)IWeG4Ec<h?#f2Kxy_FV0whuL`5nliSP0l9~ajUY|XtpRwMbW`wW#U{f*RB@EncqzAR%PQG9CoothL zx^gTTF6W!&^w4!q)|*Y!>oIQ=)YqEhD(E*+7Qoe$9?$OTI<_HpYLH&5~}}~9q@O4I*WEy_~|m59Zb*V z=ED0#<~FSICdof0|Iuce)E#WC_l?;9G7eqEcYo4<2QlF(NaZ`(0eT2dUs^>J)pu7C zW;ORVeq=5BCOnSR&&Sp_Z$Z5(Y35=0*S!$N@wB&&O6f>6K{21>Q6WymlvAfaB8LJlC%)+%xAy&%_p3H6IS+1M;x&}GR z(mQu|b5`#p+^Ix@@7S?A{f{LljgjC zSUB_dR-SaPIbsP!lBvE=VLfsn`JOR%+-gmliu6~IJvE-XLMJ=l?uBJfqcrBtJ;=3| zJo{rpcvw}`c>p#mVX~Tpy>R|Dw$0g>>R2%mim88E0}A;rl4tzq!T46AG-dzZ^f;UK zTN-PB(QGyr)PrqZ;|}ACKl7xVCTxyJkGtk1<6QxzZbmQd|2B}^?E0Z*j1xri(pWr$ zY!A?QjQK0M0rI?jnNg0XePgk|lt|DWPu9@uQL|?qy6247CH|GN5*SI2@tE6XA7Zti#hoR zdgY$w6evE#AE#sWnIs!T=Id#eT(x`Cxvst*#oE-augr=kVqZDTU(bgIqY)I+J!dW>$x9KXO#Sr{neqknZN1YqcLMejQ2P&Hn0(w2*-_Y^yHCl$e6mrp)*3~cX5Qq6-afVXKFE=pZWtM4Ms@}vqN4O?+ZEh72Ucr;)qTnR{kh84&Xp?jE7t{3sZR=vd z(^lCzEmRHDU!&C!NUvtS{QVOdK7(7<&B>?mh4$rX@EJnSu>JOtC@#G;Q$om@ww z*rI_odhYEn@?P>aOgHZT3U-^!=TZ@~4XYpJ+GoU_3vskR+1i=G%CJK#Ec}ZF?-h$b zH%_v*B+qhX4EhX;Kl8NYX(=O$rT)<2c-xLA9w_?$3C%I|Nlw^l+P|iC);WJ*U;`Z4 zE!u2_M{)?BrJrHiPrfPa^^XBIham|?8o9jJGzw7=4^g- z0qb9lx7R>>G270;ltkfYJOx398-xW+g$Xp+2OPy3{qKFfNQOk&9jkUKWFislW> zV!!bIm#rub*`b_1Styqv;QpaHT7(I9AJ?&|j>U%4VQWd7jf0}QjyS2y~ zdJJvf!-~`dTuz@kUL}L$7X^=R&u%&2@*VbeVbx1$lv)U1>!pJcckr01#x5s{oFF=` zF+xtReqD$dTj*N^Z)5ESP_H3kXFvHmSLZ}Ybu(r)2v&C8H_$kX*Cb+Ho}R3D5ZkWOTPHmI#9WsuBJc3D zROwD`>izU{D*N=tjOjR#yxwa>)Hb9ZN7~Ot-3H!k4u?g0_|uHo4SpTwFLL2kG%gcx5j|FEiKPVnu&(d>MR(yE+*PPiN8dc~1>k4S`syXzc6nWA#>( zU6b?cT%L7+Rwt6|1aanMcFD7+(fU3D3wrbUd$q}K^E+{EtKZLRu}iNnSZDmnLMQT! zT9{IaUw%*LoOGV7rw!u4&8+_!PR)YaMYxhYnj^`Y9rSNOc8>^g11oL7#GJcrN9XIv z^F7VSVo`F4O&7zSqE8Q&|CWZ?@pCRFY-gKOX!|&?xroH$dF-XIejGY2^pV=O$KR1%$ zLs-7A|85w(8;@VcjVGY;D`tH!YW0Nf&HS~G$e4Q`uZRw>!r@ADLu0Kj7v+vOLN&6b zs^7ExsC0q*rNzW#CWyy=%vNuZ|4Fk*U%u5JUZ+Dpxs6VOLVfHzP48!t=R7*6u6!yD z+zE{(GRlp6PM>5S=0>0PH%DJZ z<9Cg)f)@FfSdSig=9L`1pOGRN97?<9OMJPCPv$8{ZL)VP#Lbp4Doyvg=9(Smqb@kv z4o=U(b3Np@VNMZ}y~A6_^W|j!T~wH-6D>C3WGZD&HvVxKl{2KD@xT4qe?32bK|ehU ztI94|RG${{`1{OyHN>r3XfX~O#*z3qF<>8798BLK{InGoO%^R)!#aQE z8lS)8%Du$!f1#ebvQ7C`GMP4pdGf|xZ2a|@wHAJJq4=@5aGAfJWUW+a&1uPd$#XAh za-ZN|ntp|YFMB8VO&ViS@_APm6_UYgtX{KM{ubVt?~HYQ7s|PpsciJ39xvgi2O6&k z%zBtbE?}jqv?_^#hhXDaef%qS z;OguOSf=H2w*SQMzr@s&=vs*feFV?L{C|p;6|w0EIF)XNlTIjle^wq@`$^4k} z@1>x18w7j!^e*vuk`aj(!R=~HydXmHq6&ceQ~`l zTPCaGv3N3#?GjT`f8{jnPR`h;@UI7XH?!ORWGb(xW-$Mlw#-9YnMf+d* zd8)~jqth3nL(X>HM9y<~!hyKAk>{j}##JP)Xv}`>c(C=uJLI}f>k;gdDilZH^EB4H zlsDe(%Ko_BkcS=#lRO*$751sBJPDIV(&2ZgEV7#1pY>LmS(Dv!03YaYt=AiW?qTiC zqG}&p$eqj9;^$(Fdf8|1!eb^@9Bs_sNuAojpJLBKb8Pl>yra**$+Qy&KYG6|&&v0j z%V2$}K1zC(@8r3In@V3dVsv&O*XFf7AivFfgZw+kELoq-H}i})>EBP>Nj8G)p1+#* z$$@u_-UeIy6l3|>=7CP4Q*y#>!NWnMdJyWVwNi&|veRK-*q$if{zAUJM4n{l&z{vE zjlY2%vNLc88(gdRD@5Jr3vu}@{&*SL4`Yp0elODJF5}FDa`Jh7%a+MXmb)kSv-C5@ z{}%TbVe)2(Ba-F>MvDUe7whvv8 z)JrnA_T!hGAzW39RU$&F`nA{R-9CMqMY(+kRf2LC7Cw*GbMdV=k9>=F2(FHV z#|HlRgIL*At7^Prtg#xh+l~BjEtxtSy_G)OiFXTm%F$S`k|mR)@&zL&3uEp}CMUq- z#@f4pNxoqoO4C1mk1T>^li2(Mh?gL7e^KBZroHZ4ArTq*)a# zNR-&l22maBI@y zK98J5$aOp&lS}sl-+{(M<0>(3DV^>S!B==)1-6S_U(}U1Vt8_`j1;}9@v5AzPHwB= z+TBa9TJU)T&vwHuyWiHkVw<=<*VW0o@(`w9X{6jM97Xq+Y56bv=RVC^v(Q8Ldb2+r*1ec$FEl58I8R^+k|=#9!H!vRYro3zljr>Rpc! zL+J6eciY1tJ0Q=)_2kgMP>(M_?HE3sl|*0MY6F|b*nXRJO0o_{xN3g<>uS$p~`-U_l@%kc}tS!Y$zw++A@#Ysi=?2N1KF_n+WOh!@iWMw6j@HSOIE$^$z>JqL zCVS0JB;CV&CucdbQ|v79BUPVA@`&W8Z^QC63)XJqllS@EA9}mpI6bv%#o}v>@vy5q zLL#T|*W=Rj+Rfktze6k4svCIyj$XR)?328o7?S5GsVw#qM1tGTczd-Gi$W@^%~?G4 zTK{_DM|q6ARCI4rm}`5`@e+FV64i6c@fxpk%IS6}UJL6+uIUHyWXihGl@HMIT?o7& zaz6m?oXW}ms_ej;;qP%|_(l8EFz7aO+Al19D9f*<&n|kU`rK+3S*+J)g*CxS=zPuM zZP~s(-~AkWE7H2P*mRjV-i>6L+it|~hg_4V5p|(en$#ykB=z^QWAb}Z_f5S{;MpV0 z#94)(=h|fVY|9oc$d;_7d73mAW?6fz!P=a_y`0w9;Bu2cl zpwD~K=6sPUyZhfZ!Z{?HgF!P%(n72L;(9x1kK|DYiU&=xq!C?zg24$8zlY>aVb(?j z-(*&=V@`S8ypbKj$pt+Zs~70E7B4FzW?ip+s=Ou(OfovXjzN3KzJ=tuH#AoCN~Mm( zwVGyz(e$Y8@7x1SRjTYEsKCEdK{J(@=d;mPSM2oOb7Y!H;t8VVa{3f^#Xnly?Em(K zSTl$w$%@#6o$|czb*<;ZXnR`5cmh^L3Z8+2y zvHJ1kOh)^~P`ndwbFU$Fh{EUO^i0mEe~nXDl$k?S203o>fMO#QD~7EWL6+ysn7Q5NA&CS9ZH+M@nmQolN^XXg5cjtyq%U;W>$!YS&-E zp+44r1%oI3wUkFaLifo=?7@=Fu(%IN4rQ6jWc>p(FXz`e*?g;O^3*h0?Q-@k=kk-+ z{}(oyqKAX{-G%0*8KUwlBH_DyDUtXwdJinbo}7Rz=JTC;PZitfm+z>1==2`HpGfkf zv8RX#e*m_vVz0U)Rwa_XNwV73TBnIM%ZzXWJ5A(;Lqx4VX*n7CFBo^Y)mCEvAI4tK z9?92}TB%ED*qB9+wubt_>q9U*QDYWM=hROlYmBvQw#gW!v|EeSIX}3|>xNn##q+ZF z@-7^#jFpWrdl?JliCkF`DA`Q{()V0{!^AFlSsKuyO&rrJ8p*4AiGQ6 zC13JX{l?1IkUv%8_t$2JaTl`a*-&}~UuT;YPK0B=DZK>K=V`Le`0Wb5m0fNhu+hHc zz6{6j)>k{$Sk3xJLi!@st__v@$gzYu>F2VbGK=u%o^zLcKz6AC!>pj_S^5mr!zv%$)2cXx;O5q;7oafpnv11Udx|w0h zu-;+%PHprfTs4pdN<*_H|6C$w-42mwYq%Vp^(&4#W9Xr0T*i{?b1AQIcWeULJW49QN_= zN=#|XBDF}e8fGtQH%t`2mqh>J$Y}57Da|&$Pr;S4@K1e$UN9cPKIg(am5BF{?gm`Q zX@u_Bn3}(`$K==KwO~j?F0TOVB(Le9zj0yxWoAP0-Va@OzI% z?`P{^wd{X6ZIWT98cy7YNw@lB8+K2F|BXh@$^JLATS~&md>fib zqieM9r>6@b-AUY-N7rw)zszU32U3n_=e$hnV_fQ*pjD&5ot*m0iPqem>5MI3!y|da za#}HWa_bm5Yp!H3yN5;tAawzGe-JgZ`)vj^5_zXXqc&!ohM_E(-hgU3EVj_kWg-HXGZ_>S?vqhqqoWamu_DCaE96|VjW z%a8JU5C$ZJUY_}ur&IQAO=sEMxy^mZWOTd_UYQ?KnKt(@lX*PfPrlN77kUk5nVsTG zH)khbx?<9X^_vo?Yo@k5`_&9?U8_X0vlOr^n^u!?QH_jqe?S z>*aWBp4ld5B^$;q@VSMqudqf=D9sV!%Rs0uj%4NZI=e4t<+pHh45aVI>yLTv4J2F4 zVx?XEud%yh+6|q_>AU~n!uCW^Zg+2(j`Io#~=h^wcu#HS?O zhwmk??OEQr!oR<;`*i+Oi*1vw{#xw(%R4!l-$9Gi%Im-u4Iq&nZcW@V$o`M)gL>L` zsN?;AHYO~k%U68=an?vxnuBT42Yw%jzOC_K8zv25h18F`#~heknv1YL-_}!C`A==9 z;oCqu9!HuVU3CKONAi(}SYjHjlY{aTY~0PJ6-1t6$(vlhk@PoKdzc;b1iliV%{P_o z<;t0yIqdf?sXF*{FxgT|Fj+qUjC zrnjE#_K~>I&uE$HC-8)|^v_A10a$b)E#K7B2bq%B*#qdP8&iJ&3 z44ol#8&2e@epbgHxatDhz2@)Pg>O_V`Bn#bbPyT()Bh&^n(R-hCp*l)BCf2ASE)Qd zkUab8?GHU9pUZxjkki1~4YojJ*hP!StT#`BTWub+ALf>F)q(g_iT4Z?SB8j7=ZYy0 z&~%yTkiCN6!fgwj`t#!}ad4QwTe83^-q;3O*&`C<+ThwZUS-E$cHH#9?V)CZ%ya)3 zsVL6;P>5Xz^2u9hvmR1;e)c&A{ST@qLiZy7cO>&A#_w&!HFR03@6???jXYQT`$w%# z&}x)-hVb-G`kCqfhHy)c*$Mo1uITiPPrH-k3L0mJ?049-i$8qj)!#I14(;4=PBo+d zSfV7o^StsPb7pFTjMQoyiT8qX14x`G?wt$ow@B5@D8R>qy+^?ZCvE#mAKehs6C!T3wqb?~Yg{*~u1i%Is2S1Wmc_9tW?YbuDZ=Ao@2 zwM)$ShOXIxm@{@Y`R4mB@f8=tu5@^Q3P!4 zio0=SnQUxMr^4(7=IrtiK8R&=hUNmye2WeT zVo@WX&+-3N{%S3LPAvG*pEMsul6~;4p17PRm8sO6J6ii_F^adBgwFx6J&@iT#n-2e zSVp{>LC5U+Sb$Th%y1-+dWjDo4AW1sI8Pa7n=>xvJFUz;6R4Vd27;;MmbltZ zFJsIo(^x#U*JiWBhyET1k4vGQ{YRhEqAbaFSu=j5-y_BUiLNgViA^MUn#{ZP@gfet z$2Y3_IT>?GLLgc1m%-#o*j^2l*U8s_efIF@_1c}QMJFDfrwtA0Ume>MY2Tqs?snyD z&H)APCWqf1eV%~tcSHJYxV?_spVNLg`9E|0<-Bl`2>+(_&5g8pUsQO~)zdIwFSaRx znfGaT8EZ7we=|Qv^4gqeY^v9}WbMGGm%=aArgFj~R_+0X&u}$+9CC;B0KQ!XZ`;!< z&-%8R6|QHsc_hi5@3yq~kEe_g|Cf@gA4^?Ima#O?-THx8_XD|eVsWzZQXg~y>>Kiv z%h+<0=)aKFp1`|Qb;;?fE-dq`wbi@W(@#7&p8V%~JzKQ<1uEI2e=g8~nN#X}F;~!Qjx)_tjs`hngy(s&;|H|KwAdDBL*WwI5_8Z0d3?;mjY z4Cr@bn_}J@=-&vDr<1GtuuD~zx{uV;;gE_*dBT;9@I8!@yNdflvvy$>ks5g&Y5BK! z)lmQ0qkFs0wzK{weZR>jS@$+4<#691GsZ|Q^KIj4Z5tSQkVxBxrsYVVYQTBUmYQIx zj{P?+6Zf0ArV77KR>o8X*x$@~2p{b3^OvByp5NEOjILOCs@T$rUF$(171mpd09CQM zskSS8mT!CI^q361yN#B){a!IF=N^vYeIw}7U%OG>+0PvP7Jdxkv6JY%A3NO7riWok zPTd_$=6SU2iHRp+%mtV*gJhqR`c`ba!!yn;_XHV4WRoJ7_^{O2ePLkXR4uIMVr@2TM?2=`OAD)_rk~p z#(mA0sqdKYc_Z|a6WFa;COIgcWu3}Ut>kAC-$}HnO8a-9*~41)CLVAwgx?mwqG|Gz zw`9XzV#x;m*A~4#qIEp84PBnoTT`-j#KP=YnaZOVduK7E&lN3}YTp)$3%#E#;k|LI zsFlHFQMv)nY=dig?_5gqh2AMHu4Tp2i+*?Us8nz4h8G(kbeyQ4d$h?P_8xim=bOXe zI*woLfOt(l{w#@xi3}}R=pc6al>{@$^CAW}gmVXyCKi0}+I#(9PF$V{rLVB$JuK=g zMm-G6)5yHieE27eRii;w{-4#@129PL>f|b$552qDU>|-yo0V_X^NH*=KwSMAI)nLX z37*u6O(%&l=dnO4f}~<)6+ZYSdzLMH$4TD8+sSynk+;w?yKz3k>K0<|jjWKTjHU6V z4|b*&`wdo~N3!&6|Nf(A?orIflWWP6jB5|UI&}u$fM7FmY@+CLCsgXwbAworJ3(9Z zd>38o8SfW1&K<^NOZgHSU3l@81#XTc&uYkYgh6t|l!m~qdQAm_A!5a)v?~wIy&>Ni zN~tF^fi35gqztxPBxYP>oYY$TAK6aB$yKbHCj`gwgaLYA>s2N4|He|4NVQXcsT(=d ztnwT-_xAtcG|IEA?`U-m-KVqXqu$+{-LGfYX;vFO@ZucY&kCXrS+2n5iBLJ+th$4| zO|aoE_WGGl$*_GLT|Y2x*xQF>xtqOPuc>{ui1qeo)9m@UT5rjZ)>2<*>Fp!jtVXUG zv`luKZy>SD>!A?5hdwXquN8~8F%MmaDJ>wpmsf}DYX&VVlH*hwW?$hKB>5dnaz1r} zPuGxr8k>Dru;BT0tKrksXRY9S*E9IC7^|K(Vh=JOL8hF*?JA!2B7bsu79m^e!X3%a4wVufhE zfIZ9d`A2E^5kKook5mYo%Ilh%zZ#LY9pwA6=;ibr?wiX9wvRntEPP%S)ApiaX;yg# z2054cq4~EiHg@{DV)h^WatZXy=;2)L>ydXZ%jMkmCElsU%4NJ;22x)YX83d9um~H6@r>lV$d0}v zU|U7hP95ZWc+kh|d0LDh=XkHq!LLOk@?cSNJC9FH{Y3A{f!~cEO~#2|%+{TKnkRk# z>1_jjljXV`98yR1qr%)-uMl4w@{L~PPR_NrXgUo#_d#+dUrz0fcx-Z+XJ^4I_MBX> z>HT=p0d~osxf?&SFDTWLx?{t4Mt_zbz4`AOq^!&qyYS^$F}WTqz9c#vENZ+aay~-t zEqpDxJ9FA+4>SgnHkk%{^ST3Zc8hD4YWn~lb@NU#5?|x}6AP9(iwx6AUy;mn^m{!v zCr`@WBJyt}>4uMkM8qS-oWI0?6X4Pe(uZNjw@{6AIbqrflTU$HA68$+oBlKEuk=cl zu~Z`8ho{~_kB%hFvz%)BIt0)5hH7sfnmapl#q?CzTL#J2(4VTmXV^YfVaDijV?py| zOrGhwheWB~dfE>%@8I+VdVPUYsqyxa__Ri^-_br#Xp^1caA*#4-S=jI(qdn#4kc^m ziy}*&cqeZ~>aC{oSk{Ci*M@+`U&y@u244$&eNWA8O;RhlKH-NHN0Ct0N17b>Z+x{KWBm@n?KD*lO&eJ{#o z@5D^j$-dy)eEtFw55lN*^xc6msT(%mCqIy5EMIL6{W(S(LiZlVNruy-jM+r1{~0l- zQ%+!;+!bD_bt(;)GQ#~3nm~qAjMviN{f$u46{q6fAU|cTTE^mWd+7GS_?Fl)M8rH? zL>uMbW-V9iVX9s;)+=U@R``D=luH$Qn?Urfsbuy32*2l#g)Upa<% z_a@^sOx(jF$@zIBUJNF4d!x2XV24zLmecsE_?zc@Q~g;%^81&urNjL+-@7Kdb?#^T^9s zvcBJWnsc;~8|&+7epialZ6N!%x$!&wCGX?etd=Z@V|=H|iQ{MVc{QZ}@ONK2y$8*E z=$E`q&*EYowqH)uZ$*HLRysBD;uaQJ$4be4^oHxt<~g}1{vxLC4fO-8hqj6rOU#z3 z5|#O|vfdA%MfPYV$5j#j`wuTT!&L_rc$La1Maa{g{vGjTAYR@gZsiQdN~?)f(0y1R zzZv^4*2uZDf&4$!ygRdb{NyBDZ${%o@#;!*S58AsfI;TXH` z@ew3a@9iv>{8U8PY0Z&L$@`J#2=;#*A4<@nn@?-_WHfwVVzru>nLB^W@NhET-%84N zAoG&h;FQ8laslb5lJ7R2@vb=g4ax5`PrX8;LvemIKU}BJZ zRBY-^`q!+Wa=tW`D0{KUbj<3ARp0Q7?R5D90-N~E5)q*~1|C|P!FGDC)z4SB zI$e*&@g)@>QzfN_pQTV+<(>1{bEdibcJ|77)xBA^4-M;?TRs<^uEdX4B+Fg51AN*F zmU~-SBx6AK;3pr)zC67H)}{JfOTK&*DRS;+A9|&FRql?IH|8JSSs)gk>2!4=Uy;oKfUD{#OHdej9rt>-^tR~j2-qN-)a0MIq(LPt_sYSLN8f0Qm-(TL66qM z_1ZTl%RT(!2k$%z<7VW3Nc+Kh|H|L>@F;8Ejb@bFaVEJuvUB-gQsg}Ney}Zx5l`^$ zO0;@|@AshVm25uO$bHykJ{GO#_cxQFyJ)r$$FfQpt%oY)8%u{3e0x2Hl_C43`pIs$ zVwm-_pS_GWh2Qn#V-LEjv$a`fo?8mv0NyJ2bTT@o*1`lmOrYNrY@Ccw&8_M0!k>dg zot)=rA>LlcM&HxwT<@h0YAx|4r=JJn+Crm0<dNOit2zEiEoI z_C2n@(qE}fo96~?X}W+W>&V>3J1@c~&+7JQH4dtsG4n>h$M`H2Wtu~44tDJl#gb?9 zBp9~lg+Ib`EmYQ;QGaqa=5C9_z* z-Cn?tCiAvBY%`P}KBQG0o;!hcx3XZKdUO_Vvcsg28DgN=@q^wT6jOi4h^b!9<~!f; z<5VA>2!&hB=-GYrBwcg2`5nDH%ImMj+5w{IWbaL9fn<2P)mR@G@gzJd&p#@$UJFuO zOaE7R!j-sFO>|k!-q}U`ie9t7GpmaIy}APPe)M;;OE1*26kE={e8Eneh%x*AZtz` zZGwL8^FEEo`Tq16?4RZhMR~##>^lqw8_Y|o(=&(+SBV8%U0VqY&xG$A^y}yKd@Zkr z!-tSg#@)kN>TAsFZSKhmH#OSUiOwypSFU5@JmY-Rb*Y$h5ecr*b3LAyZwXJsBj0^) z(s%M69%r7q24a=)s2|z)*76cklyZIYi*94JO6>VC9wwV-XXE{W3&&&VMY!C@oY;UY zD~$XUCiR5D-Q-UmuO+yb^8_>4Z4cyH!Zfu5Vv$L#xP&E|@tOs``E(`CF}(78IHy8g zZ=SsgPP1Wh2?^@a@ll@nA}uzFd{tfF9akTLO-H=T9mtvd;Tisu8YY=rTd~l3^XnUI zk+WCl(YF>$b>m@M^qi`*?Z`ZzYL9?CX66(iOc^ zhvxra(>O>ZC*Vx4pMu#O{TC<4Zg%_)XW!xN(^%qIHpyc zZkXSWms42sT&yfAu3aHUx8mU!S>Js^v*fO=2aD{CA4!^4I1s+%?7=wFm;5dLrxHwZuXZ(V_GS;mliFCEqB3Fx%N%o_o|5Ze^0tb7iNz`c*O>?ol3GPSXBqtc8gfG zNcjaBUNO$$a0>%7_twVpS2213KkMb%-^7Ls;F9d>rL-EVpTkM~m$7!Re><&OU`h6v zyhrxTu*ry&3>8o4Cwuo-;Mb@xs! zuihZZ_3-SCWouX?I|eV{D^K9UbFewY=w)e@Y?Ik5{4dE~h3PzzrYx4!#EyJJPu`Lp zu9;$1eoxD75X;V@C-`RK?<&63f~C)9i^lXVPWS21*p4?hvh;&wA0XbP7DI9Rt|x6L zQhh1Xeh>MaF=`;@y$gem5T1gOIlFt1h+3aUwIFpV|64}02gJ(k%+7ASoK1el+APl` zR%v$xT}nW(1|NBpMQZYc>>gf0r&K%Ii9d_r+KDAD@X4L9t*@8I>9r9<)){3RzO*lB zSf6)%u3a4~ge_uKeKKAq4!l7ArqH}j`(&)%V(ev5S*eG4G(OdM^JtK@;V`4Vf}6>I zR7tPDYT1xiW);?oEK^02Zn&`*6mu5%IDWe?S(m^qwJe@6=0aDD;|a+TpZhYo3y@V# z5%>&drPJWP7g;B<)PwN2SexFgwT8ECqv>9HJg>mcQ+Rdix#e3#2|hKN2c7`Y;YO~- zD_4;EORQN!s$xFvsC~X8Ov0a?(A~l+C27)`+*_dhuo0ie#Z>-!(*Mb#m;KG*)(udp zVx~OYTBVb@HoKQD6E8OL!;Z%8XC>1|{!faMQECO?5Bzs$t~D~$1TCpH}R;iC^MT3 zVZ~1RoGz9WcU5UvT_vhtgdwAO-C5B2gl#tC(gx^UQDEM~G}%t#2k0@}&qls#n~hw%y+K7ljI&ozm5ufjeU6k&%2*mMqr%RzCXpXXR;tMPINzY00# zknU>|^9p##^&(M z>5g~U`CDu+foWygyNvz^i@J-wQ&#*r655qmv=;>bg8CU4KHGZYRFXCmm#?DfS^PZb zPaE-#oN%~a4|&#?+N+0%DcQ}D(`ToVwTRJ^Q(^|rr$$0{BEHIg2f8x504kGb5GFr@ z;q}S+6T5zlg>^)j9`L&XH_x!Dnd8*~V$TM?b`;KMkJJoa*n#bzg32QHo}q`P_&Um{ z$w2lN`IDVKF=xA;7SJ-8pg+RF-0?n!4Sr&=-wU2s8H2X7`7{=2%j0`u&rZnZKKw1> zS?&w16A3$em8x1RMEDV6!K1A485u4j=Us40rj)y(@tRL_M{13jbvl$%`+5^jen$RX zM!%HospQ?tXB+UXDtz+2W|=-yq2(luTgh{tW6P&S$v^a19b;4JX0=bh6~7xcXvz|&I4 zH_wyHlJy~;`JHxETs6STE!8pdJ^u>xL2~LOujEY3f0*6Q#iBe7%j)$6@*hs)v+-lD z2$ORWsRG`ehh0dPhA`^o)zPq+42@NyPhB!?W#0!1cWaKr<-ghTHq6Vt<{vTXW_tWc z-r8o)GJGs&v0KqMwaKUQ&EHAT8lOH9F_K~Zef&KUE9&x$=gb{hzkaLzDeTqS*w4}O zFnX59%K=zYpOsP{>nwWhOWJ>NXCWS}!^~vGcu$P!#fRpK02{FGC1X_+(FU6}m*Lf= z*i#Q`6Y*>swq{+_l*Z5Vp$!mN1pPN%{~O;ro@MtnuYLxPWN^t|_GVap7rAosVF>NM z;wjsW@Cc8rX+GRd>+6kizZjf*>^s=>Asjf_djCf2%qH}>m}a>nla+reua3Z~CjKg; z)kgT#7HL}2u_ZZkGU_Sw(-?@2rEBVw+)S4ya5#nZjcD71MmZBY5)vbL{sNkHF?L^8 z%KnMt>C+F}-}d*Bq_}}D+2yuH{}r+8IA~U4o#gh&?yv(%@hp_vKvi5%H6n(WOT^)>}|Esao>$Gk;?tQpq&{eLH48bB=-gdV`z;cT86Wgr|!`}Yf6 zhO%(Jsh`D~=dfThl~-YrO8Whi4gVs;&G7sTKkxOr2kh2i$_8V9K)ZWfb%oYN`T7oA zc%LrGz>&I_|IjAY9*+@EKk+-~A(Im-?8#d8EzG+ezZV#{Ax}!i))QEJifdDqen0QM zukV>+d-gI9AzkvM<|IPmUq2r9f$O`A7F+pOGGk}2#D7>a5i4?MwE`WJjrl59Jc!#J z_{S)con@?TJR%%VeZyuVQ+b#iWt^5Q^%KO_c|A+d^GNq2spjL@ne5X7a^JD>EC{vZ zK?`xLgjs2l5wd%9Jr-u4e4dTx9@;ZlRm8s`-tA-lIUPbjVoVd>pFOb+%!tFp=sj5Q z9lUd{>v@QFg7VR>Zcc)+;&F0|r*iXs7_f>rUZrhy^ItM+zT_lr5R zaiW2%SMs-u$iEVIPV?RwWO&}3RbBim5A`yzd|w2Y-D~Y<*n91UJmxlx zIzlYZ{*G6$&_~K#q^)G-`AePTa=il&C%KZ#-SrUYg`fM;@kvplKWWdVNp|@is+HFI zyBnsP;P*1V?9)OI=p`?DW^kP;Zj@%{5zh2^U_1AR~K*ASQs!r7;_exTZ~ zv&RCqs>q60iB4UWZH>L%;k5;x9kub2p4y4}4`a???bdc~q6pB9?Rt=^99%{#GuE*M zdOZ$DJBV-Xjl+A%|GkLv274q&MxJXXD?-+geT4bL#oU99-KC&*EE}$daAw+Xbtdmk zf5xQ`S?EpDRl)J^p?w`Z?jTj3KK%!c@veSf75N5;xKHr7JWm=(~mxh4yJ7PhQ_;*W*RqSCp8_??x-1 z=L4^hGPAsviksKM;y>Pa8HAIad%2@0(mHbmR*Rh#Xi*8*!obY9ea+u$WZ$0zJz?I# zPqOD{Hs$^>YNbYI6s}{Rbyzr@1PdXxnwA?J`v=xlX}wdcyY-q`fQ?!62fV9D)3da> zmbSyS_<@-86PrA%&9&qnjNQotmy89|SY?LN)0NsHdM)A6#qi?-Z4WadWN(0Eq}z@+ zZIw+Xjf2FB%CYvu>P!qTs?+m+5GTWapB|7P>nEL;sr z4cKox=_g^-a(ypQ`!=@Pf^8>}qpkW+uzJ>#tX6*yd*qGl!M-Oq(96cc%-Hxwz0WcA zKRo*rvriSPo^<3xJ-*}b)1uHYG5J+7vy!tKPm?E1bCDsQm!Bsd(er|em_ zlSE-_b{kyIbLx`(1oqpg+yFn-$$K|jU*sCAq0;||u_tNiQ$s1w(C9n`es(>Tvi;W z&SBzbDb^fBiof-l_aKEuln2$gk-Uv)@*5emBU1KfyMiBfqzt) z>|QMJf@Dm4L#c&qGhXl6e{ipnco1pFvBmZ5dp@1F7{%7{$aefXbD>MaYY!$DRpul( zPJ?O@pYk4bGaX-am3uA*%-2#AB}{*b!f*km z*VDom{BSUNj}RqZQ|?IkA57vCShf|PT*3lB`uv8r*I?;PHqE@|-;LolM3XsWsq0*4 zmibw~$&Qs>=aypi^_aIs{Afp~>=>9eb>;bJQ&OzJ=}GYEOQvlFDE$C~3d*-2VGB|` z$AYgxrXM8sDfIxq`jftoiukkOGFzW7;c6*S^#;CFiKR}#zdCGohLUZ_m3dXqvR(Gu z?xFuPw0e_x+FWGF{yzVM!Fi+^O3JrbXCMZRBH{h6+wNwEW#Za>+Psi<9mT)HvEmET zl!aJlpGIosboCB^%IS1(3#%VsSRSgiaO7}S-NGU->1i?6KdP5KY|@cs&*XWtXq8Md z96W9ia|k za>Ep5y*chzN@DyS__RUHSw*hP_4^F82C-CfEjJ+T^`zbm(U;>Lt{uz}AgvT|=Gc zc-EhIP!$JG$FYU1QwS!nV^cXc$@-BY?gsj}ddQov2ef&PGY66~Pr$B#%nLMKU2xT& zmC9N7zZzrnOea|kk|*R995|B=UlbqD#np3_&ePcJn){pI-9GOj{lWU0Nv_Oysps#{ zEMFdXZ_(QwqWm2s&uXCY5V)csDrbKA7rgEV7)~c`Y?3`?TZ?X^MW&-gk?YBjy~PeN zrXPkw*$we37C4z+3tY7(SKM!6XV%vKqf{7ql=`PRlU$A`WAAvZDeQb$m^G_klWzw8 zjv#H`Qq2;DhKmB31G-Uvllf?JUT0L!n~9AqF$Symh_rv>*;1{J!l7bxzL`!9MCrQ< zESvk?hP?iA=aSE27;U<_zJ9GB+9Wg4G93O;n;W$L1Sa1KkrwLL*6KEv%C2qINwXj3 zO?PB3{&iJ9d#L4}p(9*+D{&^Bs>A-30*`6K`q@?BJ8~aKo=5bX45)9?G`YpT#+fPb z%-gtU*!4det#T!q^;7Y@LS$Jg9uH-i<49eKM8}9Nm%`}*9$@4|Vq z^PO?;Y4ZJ}wc?~b5^vY>u;dOqlPp>1a)~(5UY`TtQj_j^s(vL8&l>Uz;BbtQ;s9)^ zVWh~@ny=YDv-394dY@LO@`r!nJy9>G;L*<**p?q(f(gBNTJD6Gy7u``x%BltxqkDL zH*4pUr3ThaCfJwt{g{|`4ht-DB{Wk@yKw#w*bdVFB8>Qvx7|mc((JgB z^;gmVavJ>128-#R>*S-M`8-};sNEIh%ig~um03ctL)zMXk#S-rf5 zuIsdO2>Dj|M~D6#+UMD;wg4(KM`Ca85Z;GGO;{zn) zM&aDYPJu*M*EbJ1vKhl4RqHi)Ear1P9bFH(t=Kn>Ue$TiQ2tmPaz$X8UHmra?J<~~ zqVzrDa4~*A%jkDL|9+0XTZ|<|=v5tG`jGHunrx%*wFRDXF5BcyWu6J=o}o0frqF(c zHt%yq_nDaX3mMMEg%ZjpvNiEDm6w&othMmihlSl(`UBiJoF6_1r;4=sov(iaoq0U1 z3FLBL^$axU(rv2izFxGQ2bE;W$$Y`re9FqXJNVIsG(26Lyhn)>#iS46SzQ}%(Do~G z^=7+&d^(iO*+t@4XlMTK1uQ!R|K4@x4`;qmE?mz2+-KUTrDX1-P9p7jZ1*`!77}Sj z<56~3Dnk0wdYy_Zh4pX{J~o5g7_uh^VPC%f5bkwxEt?(A=Zo>>c;hPV-^V(6KUas< zD&YSh$FEj?KN>%%?wPner+`11-NG!OR-UH$L9jiR; z%)hQSc4+fINF7bT-+AxLaQqFf$BP1e^m!8vUV{A={LFf;nhRr5N6eF(ea*xOi%F*L42w&_0Q zjr>N)?T<4Vi@%1%09bEPCr_WN!@r-NPQmjj@av)7?4f*+*qF>wc^i`av5yqkEE$}~ zVN!3peXGPO-zr06GJnWSg@=sknMs`e@bVP-U+wK+_3q+J6aCGk-|?_+E0#|q_h&}* z6>gXz?E}nqh=lPOIE~4I*`G zhXi-y&)>#jnB2KR}y-aGs~_ZkW&#j?3wk436F4*ogPOOuCQ6id)&JIg6Z*Bgtrd zJ>4$G$Nnr-#dS|Jef~`QLmWE?LO=1G8PNO-OCG}dyh+S1n!n=xApIrJ;IZT?M~?-r zkN3x!;d-BhL7&6$37q_#jWWCSAMGc{(e=(|N5kUcLU$}3B65CEFur7zElGxVNIg+s zy^TW+w3&=6hvLsjOwE2Q$pu(e>|ey1Z#r@~p1(oA4qBU~=4GP&Q>3Y_-p@SyJ05ch z#%HeD6!<51+F*9cTBG;HvgBXP?hlvwpA}7y!?1}mf9a`Q{>iIXA=FQzL_;iAw zs#?q(%rDhSR-1~r-^%e)EMErOKc#PGk7T9ADfsjhDc&Y$YubKCqv~4fCBj~8w9BrY zc?Xjf@|n$*Y%I&@a1i;X;>?@uc%UeeHJu$qk?eMs-Es%e_Cd1e8ajQv>^e4U11pltahG2XKuv~npPGa-%+!rqsPH1d5K@(5ywL9 z7yg&o^xL$#gS?rOkoje~0?7U@ZLzW#gnn1Pieo*Yy-6&~7x{Qed7vJZC+ zoXXzq$NSb&H1F-qS0Zh4PpySYTR3N@pj+AHP`;QM>0O*T5eqA6c@!J2A=Qf_(0=4z zO#3x_`f>dF5NnrU!NWK-n8dqSZ(TR#tR0~78Ea%u-mJgLo`rkipNwAF z*P=WYPG+%ryeX?9FJ`xlXUX~Yv2ic?m%6A?R}1^|!w)d2A}{@ctnu2cB>T1C8u&I6 z@5Y$57;!TjFQiMZ7;;Uv6h;4?$t-5{`$H|A|xW-?{hn%#J{nl(E^<9yyxng6U22{sw!o3UP2-zGyt)_&L1 z#-@ThvVZY3vxCNyuQ{aFv-~>+<499~-=)`f=fl#|vFrr(9_HH_y&r_cXfg13HoJh9 z-Nb{FFyd_3^<f)7r*fG~ zku_qal{nP7A93M8K5?{u^YrIgNbVNBFN9)N9UrQNmZDWDzSItL^X@o1za62>Mx3oA z;w977P&_`x2ync6x8|hzgGPB$(?~S>LqC~w@Rs7Y#d%sa!o#mWJYnh&pi81(|4 zW~EqX{pUI~xh=OiQk*n{S$~(YE_q%)WZ7fb;$ZdGi9o|?pG+T>p!+ksJ;{qsCjCC1 z&>d#U^Zcpn_UwXDi~N3u0H^hds(S zMv69{u}&veuB+y~yzwPkHla%g*4+u=LE1eCn!`niVaC_wj~^`dCj0w(8jT^r3&!a# z5d1-8%es`M((bC>zlSpA-mAFr+En463Or-~j| zV?lp0HG9!D#jWJcn56HY$#xlh^6u>u61H-#I~4B~B@;2T&S@(|CgNx*zsaMVJ^w0` zGHbuqWBS+1eCu;ZR~Kh%cefTw>Z>?!$(|)|T66)2G8s+l068wv%~Y+?}#UbV4NJgeIWl4 z1|(;9Ep_K&MO&6nW}Uj&^g6k(DDZ)%WGRu$-f3kDdBO=kABv~cSjn`Iop*jdxZey|R z279PJk6`aVY4*CFlhHa^c(Wttue7g^*&F=t4&A3omA5)|^|^{Qld^(g`Nw(``ISuhwHj(pPXatJp@+|9p|NilfQCH_e#zD2|>$!t6Gh-O@@y^kJWevP>g= zoR2RjlI(7l_=UxL@SgWYfXruq2~G#me3Zy_oQU-Y{Id&Dp6@JE>pGHeAmNWjnA)Uj z?o4lO|3%-kVS9!6w-DNwW6M@`Hj^zGp!$(xpO}0WZoa@n&WG5MeDO-3m(a4L=>9M* zZr5W4V^8uSW!?K)y3fFdku1~!N}X8XNk~0Iw(M>>0uKi0ZIWKEB~4ZlUx>@4^>Vmc zyLs84S}jA1L^4)Xc+1>T}Ef9(y%+SKO#-6j3*)H1l z#+aknrU6D>h;P~dqXDe4uU$*}eT@sNjMvwQH?#D4hA5Fa_Q?_RTEUgr?Y#@oiED96QLh}ID#H$ z&}bvebBiIVE z9>Vf#@N|N4Y8G5i_gev*yOXq*QqOB|2<@BuUR<5a#ojCF{+`~i#N-aFwasrmlI=Fm zU!$$ed>ijvFVW&~a-L{Zse)72IFktZs2;OdRi1GT^Z7drISGH}xgzZ5$l0X14J(uR z`#qz;9!I~?-wIcq*@3Vh8)mvD(m4Vu|js{{Dhw6F>|wa?!dyudac1DdtrK3-7GJND37TB zIV;chHQ)FNif;wfGM%f2HP=e*4pMEi2esdArEiw%-}ZUyA> zWWE`$Kkf>9BnbzKz84xhl9eD&LR&*}9y`n@S9O8-}qurPnm75pZjbDz?U$Dd4w zg_OkhE8|#+IsBzoCwg3kCvs&dUnY?{135nEuy+oe^uKlM@V{C0jo2#&5CwqSw#ZI=iS8R<{)l4&qtYvE6&HIDurt;E@?i z)kLf0=(&xTCreZt=Ze7RZDV*}T4zplTi7;Lb__J~M)GA0x=5*yaqdb{dKn!0@`HNL zKWHpF9`Z-(|2!B>D!9)0T+j2B$qpi~@QMc=&6

    YXP6Q0UGaSzUQQrs zW({RFa(3&q70k&h8!5IvZd6;adyZ&vYicr5=mt`;416W5}!Un*+s8YStr1H?n00YhgUQ zoXn-jnRke7;dm>}PJz|It`xe{^+%pnO!P~}`aI+Ohz{QwJ8z{~C%#!qPxJh?DbR0( zb5$KnCdk9Yh4|B{csy2=+r%H%Vd+{rOvUu%sQ<{7VO25U71pRo!meyM9YZsRqnWFt z>tC20i8~j=GCn?! ze|;nD-0x=NjQ2#+6}E&&=H9vdHd#AJK0isfNI$3wh^Y{_`xD zybznAbR@)T@tUf1T%_&qaN}^izK~V}TnDsd`;NHQ87H0I0|?_*dnNUhf~ ze7)8?s9#^KAE%c+%6;N&O?Z?dUvi$F50lL>Po%ru)krc{+>g~|#h|*rCyQM;?se@~e&GcR<8Z8u~Po-TEa^H(vjYa;^m@!?C+2ihEI!$A%`OsWL z=aK5gzq7|}=2&LNS~8zcgw_`YoE$>#y}qq0h=q+Y@;aX$<}GzG?=WqTG7`p1)c{9qX0_(C6Fi%P%nsP3#Y zlt0fA&)?>Of8%L+XMXW*G{lm7slV~8HtlYtL7omjsl{!Os0y#l6V3X?PHdTZhnW*S z-?u&5-zy3|P1mduKG~=CeE1JIHswPjVLk$TN0X&wLG1Zb&vmf<6m=(v6W@yL<7hOD zEgQliyHa%#Ya8Rj|FrTL9UjNrIeL9WY_2NmOu@_3TomyDXw!My{gBKIrl!8Npu<@GFXBr_KzDx} z98RKjP@n5_7ux2T{#Z3;;8WJUXJ?Jg?DHcnGIlqo{b-uMtoLWctoro-hvW~j(9SzB3L(Vl$cKnO~B=1FW+@A-5Y9z=AcRkh|OQYMhoc#y0H~HmQ zaD;d^6ymioIcspTU+Zejd4M*9=zF!+zH_7q4%A}#=Cs))ULOUM%qPr@_V#Kf1N=&I zzs@`R(eVe&ZQ=SU8LP6tMeZ_=!-ed&GtH;s>^7H0#)z18F`*a!-Ac##Wd4;^yJKcQ zHaVGm+3WNTd_GkVbM@048XXIK=?u2W8qmyuc@c`oDu1|`_YJ*1_I(>GeM$1WAeH?G zGA7m|@8jfuR}00(nPvF$PJti1iBHLZc@`@zbZ$0{SCi!{Y|b8+*~z_%w&!c*ZCZRm z%Dg+d&-GU!xb4BuWVS5If*)Yj1rYkrktg7Ovwmk_`DSRIt!@n*FU^69J@clkmJd6H7aKY8Y7f^T&Vn1nd1UtW@UUNE>W2H)T&Ahsr%FGluzlMKZ?UaXea!%xlb>Pt zc6yw`0_(-3+~F2C;$TsIy=@Ma?iqe8QJEtQ4QneA0$6gjrV=-K>A12 zY=qIfmHL8Q`-v9!!gM#Ow_#!_WsBj&yL7p?K$iC*)QOD!So?mGjK{dQ*>V%!ze9&S z|2mbX=jmfB?(c#_KQiYn-#%K6#mA*QBu^$wLGX1gchz?T5`F^PyIsN8!N@~!q6+WG zZYa-dX%Q=r@Hb;{CHFeNK;mjVzKJzDt5KNU&%@ljyDe{AsI0Y}ko~-1ocUUbG6i>~ z-;%8*yEY;Hv08o^zD12+<6(TMW8=iQ?4ghu&Zlc@lMyEQ7K*|$^I{e{cCwxaviDH- z`JUESYo|SnBo9|dNX~ZUT#~fC;r=-OyvBF4N+K($v+CwWxV6BQycxWo&6BSu{=7%Y z$-LkIG8{qIvaUpSIdUP)qfb?mEum$7zu)5NwUBs_1xJe{ui|*Jw-qH*6Y({(CQmZ1 zb%Fh9;@*C|@@HqK((8Pf)OU0Uje4?1aaufs+YL$Z6coOJ_d-^@-qGRwGFeAI#oZfl z=3nP$Vo&lRRE1hiRxJ<3AFy`@n>S?b`{2ZnC-@I;a6OH9vx3CU4Y(YGRw zy(Q*e!-IZMwz?Mbgz-YL=S3|(N}8;8&+aL8m3SILP1Wt`$WH}KDWSy^$oV^zuQ3Xi zgv=c5{n#jU8cphvwUzjhJwUX1<|AF@g|drZEm zuWs16l#idwQrWw&i%639&_(%m6DVdE$E7^#N9T{Cb=Epo@iUT+|G_3%F@6>;FCszS zS{&+5XgSHQhg05uC7v303nGf)}-WQTHyJFu+{#lqZ+SzuZ_;9?e#s@dET%MR_hlut(ejqMgg<08O z=oW2XEe*Y>1dK!N!^78SbOLdlN z%7+$8`u!l8Yth!^%DvGD)}O4@YS$jmIF?<$_TtB45?_kbg&_VOy9{Tw zXJGv)E9NQ7E!g`Wmi&M#jo@EG%pB#|{y6>xy(W-mBX-K7yL`&%@_sjo3)w>HLTtsjiHVMcw(@6d7^wmFcMX4AGF z#J<(m9W+WF9Nn~4y zEpOxYpO|$4e@YgH>aaaa%X5_)%+_Og*L7HN0*{=a@508a%juf+I74We{a4S&o7t|I zG8^>(El!5h=dAUpI)~uNPfC{&8)Dxv94 z--qzE^T_ohea06=)>V9Gr4gYv$!D?W`E+bx1bBg^eqgz*rMTZ!{Rf!bix!VLn%&3B zkoH9V{05~nF*{F)ej?{2@!}kx3zK#z24o+gFSYiNmhKR3A5wR__S{daOFX5ZDdd%yi?0OnH!9S6P!gWN7rOs6lDKmfMU^wThE7^4( z(raz@T?UoMuzNa|pFq}oSfCw`+D3v$Me_IgdPlhL(O%Y^x28)I9#~25_maD-V`tMP zJ6W{yn^}W@=;t$DHkLOYA~yVotAFx@SBx9?@Pt30m#6*Y%3MPN?oL6DGj&(b- zUm0GoLR8>kJIcmEtScvw#xDAbxOVi`MsoCt9Bb!yILQ~9()-lYg?0zNf9IcPRf!AR+7#giGu?21>f9N85XTI}0YPDytChUEQpF-N% zVPtxhPmHF=Znmibss6mBDNNSF;y^6O)8K=#y9+Pf!(LLe@15Dc77hXoMpS>U_P)#%OwEBVS#`m0Qy)yB0-qEc2@z zg57hx_$_C%RklaPlaYO`V18#_xF9Rm{|_z-h%o7T4mn& z`|SLf$l4AAH}b+cWFEy^`eI%um>g*A7@@_i@vkV7^ruB(=f{y@82qvW$D7*h3*+7R zQy$7qMEs#FeGV@4=Z}r(awaYM(CA2!>IwF0$i~(9+k6_<$I;}GzYzM>cwPm1-bJ_R zEK|l+LROz|bvzkjv&N$-UA}i@DzuQ=+K1*iCMxNVERQpB@InC8c3EFJtZ=aH5 zGKp4WOx6Hp57NFy|G%+dpa_%9oY`sWWr&=mk0vZvk2YV4Ub}e8opfqU&x+2s*YeL8 z)(PKl;eE;3T>?T`cYVM9K7+}ZWVnkj59RxBi#Kg znY>|v_m;ON@lt|i~AR__COl_RM6AEc+^ZQ$%*o+qZ_n( z4OU)7y9%OmaZLL|ncfh39Mh8FvMq^f`qmCo$w>F12=@do<~?`=+-S>J8uG-;)%n%f zH;S$oJKq@wf9R_ZE55?!&7rag&yH8_Ym7+Nle1~~2mQ}Brf-I2#))d!)t6@d`M?hB znoW+3P=g@R0Jn=6&3eJ6DY*tM!@iMHFSbhu* zx4~%@ev~KQI4ul?(#@h)Gq!7wPjejauZ0uwq6>BvW1&3j>SP?e0?T68?8GvO9-~Ro zlZI_+pG>5$vQhR`ufl%Gojw+V9~d>i=GD#MmR;B?YjK?8d$F_x%T*%H8?-wILs~)a zWhK_~)5TCpHuhQUeGIg-`r!$j$?kFGVUf|PzgCa&bGuUasI@~|$3gxxCb86DpR*_A zGCV#3YT1YF1o}7Dep5Ecj>hN0VioHSW4rssi`&R`J59fK^>GZHbN}}t=HJA(dO>^& zpRR{fcatt_yw4(GW;q?ev$9q#quCSeJyQ#FaqBzB=hJ1ZzFO+D1W#t zmdqSk6_}iq_vt%tdOsq~S7Oy!qGN}GE8r<4-HG-6)z3KI4?2THx9o)U04cLmLTU1y zkDb?P^(;R43Gb-`x8%0TdzoQ+I0)0H;azj>WjENtek&-SmElj4_5l)3hR;)aZUx5+ zT!mymj;CmUA{~cdrmwU4&qI9faD2#ftOK=OmOtE~jZ<796eZiSqD5xH zO(9<^y-vca4n~7ka2QDL8{oZA@Ace|%!X7I@^m73GZ>A6^m}+T3nsl?&3ps*p4gkr zbgRhop?X=VF^+v!@ReId{+C3i2e7n+tA{FD*pIg)YeN~lJAyS&5DRl>^bDKb!1AxM z!fVjVd+%m&X+Vpue7vy!FCyV4C7vMJAI=m}swtm&k?#Am=EcV4`yH#z`|{>^Dl{JC zb4y8m4LfZ0lRKMndd@!a16XS+dyK@!?6;gX1m$of&x?~6?tY(pU`Bnmts$zcRXX`W zO0q{W+Sbut)^Ik4?M}UC?c8Fvd!J-QFeA^B?lwwJ5QQ4>rLyW()WS7n-6&S&`A<)J z4~KQ;StT>&B>H8YURcsa`D?_1%*Fc?yR*LdVp840!u@HUS@)UI@DvL^%2wml$veEP zi?|=MjoG4=qwiwYaxx@0&CR^$Jar1;M|Pn7K!m6dr|c`$kO!YF+T4v-*@bNl|JbT* zR=<4?v;DO+7=w}<=piz{M83~`|DL2do{aRhF)?fLzht}D`R%c!{uGuUvQn;5MzZdy zkSocW5}zPW8gOk$9_?M0=9M4^6hLqUc1>HYm^bGCTwrOpsZk+#@muPV?B1gfT8VZT|)~U zwcN_*=^|O)Fh5S}wDvf;v&LnM-s>50#$o%D+RFTw>*$@eL+!7vpNFk$Hf}^OeQU zRe{uPIJ~pKQ;wk3TFB&nIyGnxhqJ2 z2P_UZvOlfA%z}<39)wvtmd?}QYkbQ3@q>6^Bi!xaduCHCWuYn}#!jWO8sh+L{*zV* zk?tyd|NqR=O?)n)pG`D>fNhtklkCX7S$}82=x_pgyW-+q{*Nd19$af8&b+I=HToDz zqP8rUeM2W<*xO3&^l2q#eGcOWT6~9WLzG#E1l$bLyz&}o9Y)$#mko?014>SM%La6gA6pBhQJvwUYY*DIAP{H*-A$oDHD{2_Gm zCTbh)&cK?5INOL6x$gcQUk4ap2Z})J;86{e-c@G0zUT1RC44T~1N%Ut4jWF~Zlf=&VjJI#$%Q8s+h#iIb z%L<={(yT8Z-6+o8sOE8Gxf3r|K)WtfGj}ELea=?zCw3bOfpsL?NV}D6oSgt?Lah({ zGl$@JHU7Y|?^*S1HhYv;UVsl-f1UYa$qx9q&xhgvd3^OmR_aTG!;G-iNnApV=v@%| z&sL%uj&#EPyoEW_xkuo7i}62uINt`FKFa>B2V#*^F@+3 z;FPCH*=fEy?wq90PiVB3&poH~myp`Psv{t99^D7<^ErCm$0|dOjM=;A-vWeolH*s_ zZtL89H8;`eTX?<>r3avLDWr$-z3lL{Q*6#X_E^_7&xmsI=aKC90ME!=;_M2$gzoEU zHP+e8_s@>l*&Dfow$8w>_jpZq9Ul+nT~l2vixoPse{um-HL`6LyN)JxHBwcC z)=WAdNB0&atnS5_9L`9Mz-SC+yuPa2XD z=xEliNb8Np#FuE9)ywZV3j=G0JeIlfjA?0;tp3~A1FrBNnss4^)>5rhe5OZ$gWh>Qun=W}` zwG^N3@o5s7vj#hJg)=8Gc~b6o1@I3mUP1OEMyN7)H4Wo4w>!Hn&4b8twfn#*t9>?+ zD|upOIesP9<^AQyBre1k-p8`L*mZ#DP?K%`qi>?`DA;Z?79|7uBIkEt+=WWqBbMfV zuNDg|5tnK}y*ytn#FHK)Q>-@BHSeRe-A`P-4j$RtJ~^>pbSBSKzQDF2`v1GYD%rTroFg(La^x#Tlot(p1d{ZvBH_WA=!Rw(zgNPFy&vvKd^jLK(yY9*= zq#H!UFAF?=9U1cu_itx9YIzFDvWlRm(QUFThJ)BG&o+{KbGYxXibH?;e=bh$6D$9t zXIJ(d&F3B@VRlKsQv4r^C)Z=qEbVQ;vQd!xl`P3wdKKIsXS2*e%vyx|G3pq+n2I^Q z;V_dVOR#&f_;ZZ^*)Q=}abc^`FYEU*JE~Q|b$dm%v+8s`+#+)cQXa{Md6%--6-Dw= zU5=~CzJC{Q&)C0`w*9pB8ollz*;2YUEnw<>wA`O>6v571u|MW$FGoJpTc?7!(+R%{ zlki)fG^SvL*y&1VB7BOnKz0k5ElPdj+cef3DPHt~`2!@MCmQ_)naqyb$MW;oIqO+A zV$n%ZIYML{Ap*~!>rrCjb2yM3rMK$o9vYN{WO9I9g1-~BG=zUQgvM0;Wp!RzEuBQB zydC(P$JP;9-cVz(7Mp1QJRG?i`!nOQIJuhXFLSiBvtmOG+UxvWI4r=ZL$ITs9v^^H za)|uE3o7WVA6z=}hr4;w5J+ChSCawiCULO3Hkzw5gQfQJg0JX25CcAP^l$v@2%{RJ z@hYv>R6jF=vWrWyIc5jjyXkv7>tBL#2a7w8@a1zzQeU5K=yeU;`#4fvD`hZhG+d4# z)dKOMl>WY8=~>Qh(%wsWk}IP=dK%&LJQ}aT&JS^Y9X&>nZ6*y{;ArwOzmCDls?o^z zkH|NdKBwq6x!|YpoHwAh9WOe=VJg0L)=x?0voBgr{bqJg#;_OI`fqrADi&l`{AqkM z*@a#v?`bS^m{>Rl9~aRw*+8E1sSb{2m$I>J{D6AXlxYwD$1$lSKHLGj*Lg`(k>)kF zyGrys!ugWoc5%J0r+uEb-A1$3P|7~CE&X1>-;)3OC{|xW@1`Q;=UShm?siC>L4vGZ z{6=r*(SINr|Ay@VtY6HwleC>V+1Ej~39e>lP1ZthP-CQ)+bX#n3r-|g^2V3NzUJf| z4v(8yD6^Z3u+c+GzG5t>O^TCfHJ+Wv()$A8>`@j%pTe+~@@w^&oxjiXw>@bJ-*S!c55(>xQwc0vPOdikI|iewh=`6uh&h2zH>1E-OFFXXdB;|i9kXPkV7$KP7;`x^$#g=F6QzEg0eQrC!mJFTlg z^(wNp7r)-o%5}JVF@MkO?Cn_jJE_Ymn|TGx@#I4`I}5IfxQm>-hAcDH&K`m-#J^Z6 zdqMw9{`2|w8D#&6|4ieBvw3Y_812TMrp|uNmJ^I9U+TY!WAC%k3{g9Kgq%a)L1aD_ zUfJh%vlx(>zN5sd39bl!QT|{WTqKIN(b`^CXd=4YjQ`sq)PN2xAdw7svmtklcwQI+ zPmu8rY|AbTefUx{ea3g&^N^~d>LePj!}QDj-$0A|$-F_2wVnHmRHMmLm!$^d$3m>m z-iQrgmbrCBjol;3l(#<}A+nP+*`xDfev{qMlD&GAKFdKUPd7cPRgn*v4c&wcs?4QC1dgd?Dnx5kFZzvfXlPb z0et5O^^SmGJCY6(&rcDXj(0Yz~@G+)!26@Jtt*dJ?Q6U%lNW9st0Ysis3MGu2SazuAg`*(VlE zXq6UQn=APhtXe^JyDPWKIQ_n{?J@B(I|gMvZZ&P+hpS8AF#*4xpv!WW>EP;MDjcrR z;;Rrm-~VpV$=t!L3Cn&oKak@xwz~xnIy#y=uqmQOa*ltY*R7CvU%gJw=Kb{PbewFA zc@Do`*Z-^9I*mp}@Fv-tj}iUKVD|uVdMJr<5Aq~$tiVp~3a(U3!>`fL(9F-aJz|MT=wgSBah%kn{p=p2JVR#rGcM%#6nUA$gc%JIF9j9C?W3^YCr6 z(YuBAhO+%L?A6@g8ouS(-#?JczSKJ)d^8+;u|aFP*21VAdV7;q4uo*l*!HF27LvcB z)uxX1r}=JCZ!ymrg4r+fzd~9|o{j7ivRzzDWIRf1MOh>}9lWaj3$U-X_J(1{NPW%4 zy<*zU6OSsm{{_1YCuJSypQ7Oo_8jQQ{VbUsPB+4_9*#~U`-@nd+-O+?a)-XR>n$1I zGarA1-a3dyuWR|Ig8P%aSFDPiiCGKad?&n45*c5?^?F8TqzCR)U?50}>Qa?xjVOp$-gW0F$ zZngG_unRHtO`evwW7!GfFFrOH2ev@B5_`T3r#-Mvu8qxF-HI&-I@VYWzKH#QhvJ7~ z&?WsmN-qB4@SCJzbnAhRaYvNpc{+e~&TX|4#5`DAw)_lnd zBUtP}k?$bKa$oeVHaZ)_-{Lvni(UKFoadUPsQO3o&6l+vzj#^s_Uyk$^jOb|@9BS| z8dbG)YXR1eYGpYV)g)`)OALd;TyieZet$MT#uY*@vfaZ1ZCPd%*4M+tRT#2ITmSHs zy81ZI7}Lh*zi{YtRzF@$Sftg*v|5kX^n>#wj%~u0EwIk~rX6_um$M&fJ##MWh#kq8 zl6j23s?&#u48)}~$(5DFk3;ik{r(8^cD}twze7kr5t4_%K4V`4-tnIp{jI(q*KYPo z%5$YEBKN)YUWeUhvuOB}-6Qi1{$;h2ZTTq2vcpiWTn^GxV`V47HZvr%_NE!0WN!5J zF!%|6ZT(HIyIf0tto^*9TSB|cQ|cj_jnQ`AZ^qXybEFq3rWre?;c6FnKg{kQuxe(z zb%SN0f;;BZaBsUd?kVuE*6g1AHd*<5GQRDEOdsq>&f7ov#aEEcTIfrhUylLnv~z{= z^F3otYkVlr@;AWr2VOfvbm=B?-T?6`uwJ3}%wn76IndGU_Mj;FiT|In<_a->9h^q` zpZOZI+4NvKpM<+d@#&U)za3sIW##?!pNv)2$a$%{-)M8Sa_7K(1qAZsA~QlxgyKaa z$1%7$0uy>-`j34094*$=$~AnhlQH*SNN?dW_u$6aIFc;-N4wrTfYlxr7v7}Jm-^4# zrTyugnZ!@)h`O|tASb-t2gw0XE5S86eLyU)-xZzL$i->rr0 zV3Ijy%jo~J*fm(~xxAz;AAefxxr9HxicO#4Q+D8JsMbk*E^osBN2b2eepX!CWyHVK zC{c-xK4qW7p_`Qzi`a5K+|Pv3eU7}xPUpgB92-s5$NL4N*l{e;5K{(_v9X^qtniAq zKjk&0c}8}M%__>h?3NW+gJA!Wn0PE^&4g7lK%7d>TcC9r?aSfq46+n*7u1GCrP%HS z(zRFjK6Q^GYc*b2msK;;Y{j98`pMIxH+bVQc+nbf^Gt9%3;z!Xo~Pvzu)9*-pLx=6 z{H&bly@l>mu)2`Z;Q{?;NAmk2|0JJ!9+q8|$g`uz9NR{#aj-0*^&=tvBJ1Zp|AX+! z8_U~Ra=Iw-u(NqPvYeJR+2$oax)@rA(LdLu!)WjXO&?{!>Y`NMil3{^zAU%Fh?}*8 z8?mL5IuB`O9nErIm3OLnN|4;`!$?t|w3GX}$(+b0( zKb;G+(CcjR7d8yU=gS;9kLJIUB73M#!Ll9xCmZSzt=vefEo@v)uMM@7TvEkYtTHC` zS7M|yQ$*AYw00jk8uR9iNmoOwtuxoKMzS4bPwy|FbE7z#d$kYMUCN)I-~mHf=wY#c zBP@#I+6IjISif1@ay8svB;%p%T$@$0n)+$IOeW_UVq8<>+faySecTS39EX)H)g1!U z`+WXhi=FWzIlG4V&8|M()kxjUfEq}<(|F8*c>M*7B@0tlGThEHF2K!=cyqNYj%P&X zDzyHX_vF1z89ip-;tBL!jZMjc&`|lU&eU-=Fcv2>*Y#;Utc1zQ+Ls-*mqX(UJn!gp zYu0%a4;J!>$@E-{A

    r$WiR$RMzQ}W_#NcfVs^=#h%&g6=c|9SUSlmb z6=lBFODnAU({I+UY{QN@Y`&7!uh8liadfm6){wpp5163DY5Z>__DzLh_D?=s&r@O9 z$S83XiGK9EmVN%w(n9EDcEC0CNT!2is?3v)aRO490I{-SUtN27v`yRSp8$8(x0qzH#;0cqMlfqedk8% z=_!&|5ud-um?ChvnH>hRV)j(2rM(OINDEp|h0DP>nB64mWA6%nJeDV(#WTz6xwVn< z8EiRPoc+$2R7pR{2QyiX_u)}rsi|bUT)A1$I1vN-k}9jwvRbD&>FzElnGEt<_+s*x zUnvH?q4X(`dyno%vE61PYG$zZcf2J@#yFb0@XN{HRZJYGopW%g2Q8CH;sriDN?Q&2 z$}P?}76o^S!&%$WTI3(ag1?K6MR2XWa?io+OkQ$3Z~Ktd>+;lPB>E1sdl}zeb9@2a z*BAja`)44m{(y9LcZxNkWILvs)EF{H=)RF~|v;GQSu zZ;B)LkR*Gn&Zkwyf>@V**&cHA1x&b{-%%@447IHsIOvOH~kh3^$}_Cbhert1H+@-QE%kD~*8y8@oc63|bC%{}vf zwAhQGdE#)QvuBaMJLV*I9-!UM>~t%g_Q$Nx$lL zPuEv*_MXpQKcM}cWXl!Oqdq0$<^uLS&AFE`tT`UH)O#8D{Kozlu~HFMxEE(WcGVGi zPBH%8P2veO%kInV_)cdWO9r^&m^Mf6cR?((JuBe%=WrYfodflly*=`l{8U$I8}avW zKZ{%s{D7w$AhO8!LOxyZ(za3gz2kY^yoSCQDKen`S*rIaB%J#*A(d3Zqux+)i=h7csM_ zm^g!!z0`h7>s$2rBBTqkQ5)FzWWnro(cGCs`14+PT_Rc~FZRi7e=qxfug(8qZe=Y@ zB-fW@Ezb{@>8S!MJmUBM0(8n5PoATHPqwJ6#!k{cLgraY)*#PDzgo|ipT zvlB~2ecnL30rcvPCFRBDF*x!Vj%K9D9vRtp@?r6B3QT5UL3h4>Jx{0&hwmUex4^Gn z7wszZy5zkWMANGv9uMut8{ULuDK+kc+c?@j%b!>CteM)&d)nlCi_yprR*8l-hqsVlHfV4O!lMd z1)hEkeX8Q#nWD~0+%3-TGx$Vx(w8*yZYR@r_e4iK--2!bKi5EIpOQ&78JJ#$>P^b7 zghVU+ZORULr#D)S#QR=6JMW$I%;0u@-q`=k9J#>g_!&E8rt0A=nR}4IM*HlySBxdD z5@9B>{Ed3g?vazpcB5YJhD%45t_aVxFhH5nSX`yxNmLinCHrX2)Yk>{Y3t7?lHWt5;FH95*cVWs2dRUL+LwVbiqTCxwZ6RCsZO{9jKV8ZGV#J@T*Prld z0WQ|TjqGGs8M7DQee$A@!PGqcc~o?)p>|h)AEwWhyz9RLTV;QyWauyK+%C9wAW=>B zZ%e1{dcBIgnUD6kdxorq%~R&QdrlV40lao2>($r8Bcv*#<|-C%$F`I8crQyF$LF)A zdOqZ)lW>Z@c4F%>>|2Sx{dmR-=jMy?HPr5l@5|{}SZg=%%0F@IA#KgWi@c4!2s5)Y zTy~Dgs@gEOg3+%SukY<_VMlvm!6WS6oZM~cIavIB8dDeY;@j!9LA?(6nDsOp;88@a z>-q0k>ma^VLM+I$z`3M&gEgjOV{)b~fzu=Ke2eeJqEGOa8?`bDlGkc4v#?$i zbGAeHL`VKmGWYVs$X^~xgGgFVlvxLXjYh=r@aPK3?9w-zTuo_onHDowuOv;@=(jG0 zTut89toe;|*%c$Z;~oU%$}l{^$h(7NX(cm%ekDUS*q3Abm+|sjsOBBQ4848|_hbTp zNngcSV7cGqH#m^*)g)bIUfe+o7vjNUz17l2_7nQTNboCc>abKd%zK=FZ)c_C!@1be z6GfDUdT+wk4SCyTewM-iSMg^UY+B<}5%pf>#armufW0ag)T#~rvE;iN$C8ieGa6KfXHek|Hj24xPA=A=bE!Jj;+JmYm9!+;^uLBU5rgH z@{UgnqIOnl7Ul1`Q<}=NPFA;`7`0k|qtwo-z|0jqQ>o2j!zv{c59;FQz5Mwa?7Izi zzZzSHV&?tIB{ywJk!8Nvwi9!1pn3L>%idYF_46{jf1}jXYD{PG1>*SwB17`kJxRi1 zuA%Q>=MCy*tw(LzCHr{p;g73|7e$zE?}vs+sHg+IaC8zGZGfuEIYSAM*a~ zUu`}Imz(jnzLw9!=G#~-SxD{@A+l;>ATMi&HFa6_IG(nc{GDNZuo%)71FlfMGAaLn z!5ZFvgi^&sr7g`hT6?vT`r;Wv=!8NK7pS@tI`Gj>Ap(#ufazC!6es$j=bzErJ|L_w0^$1F19f za~tf|i$N!-_a(H>#^Dxo4}S7 zFfRKrWiI*zC34r*UM$&#&1LZCM4H{{=KvheO0`vNm08CpV#89r8Kbp|ER|ISg$mku zN#DtaUKHjfo$JMCKBsqfIBYHw3|HfPBj_Epxg6h~W|Lc8-Q^k5wWR5!?HSO1*^wKh06a}>{U`{xALYqnH>h&uxzp~)+0?5v1AK;uJk?c1Aa0tCI3*e zY#j`_WPVPLm!|YOP3>cOP6Zq&FQQC_;1bdN3s+nZ`;;9ddWc7NV|yo(bb;Of^xX@Z zKeO!=T0Dd||I%-?$a4(6mttLZ&MEFE`E#F#;32eb4Z*V7YDlkcG|W1^tFbJ5%zaO; zHri=JlF_V{orc%2Zq_SYjD=s5aV)LF%oXD92-2TTmPy!_OnP(Jr8)Um!u7s_$Z;_V z%46amq&S^b7SQAXvVG`N4>BibRPG-Ca&?@!RJYQgtSFfGw{MAGmGo7c}q+K zKJyl;5KK=Nx$>N7w@-(YI4n9|j#~)7ar<{^wM&@Me?7DlZDw}84Pph_nprVV^4N6K9diAhAX+ZeHxn0uq$uTHtF|YjLp-J6X03Dw+GKNv+6fi&7I^u^t>4_m+Nz?h_l0y+HlEw ziHcert@dSX^Rwe6wReP{o3!zSUdq5N=T2|r^`5P94Imzz%Q;NTW01wrkx`( zq(1C_#elJp$&B^4aJ4s?@-+TTjHo3BZz1u;5Gcv|mqUN0zu6=5BGx;OoF~#?5cZy_ zkGG)Q65}4{HOcCHFMaYnC9CdV((_eh>k6lNd~PI^ib1@DIF&gmGYZNcVWd4)JX)nx zClTjgqfsL1k*<477(IHh(ABJ17lU%Q^GAXAo<@#u;J1ZcYKy65NVbVwuZfzck!YQ$ zFcL#cz@v`dlSyv`?JnghSy4HTB!h7E7j=7TdGdoGXU&$e8z)W7&O|9=p)0w$GV)GoELyphccbmcYG} z$uw8(tW8?ru5K;s*3xp;@cba6enNw+)6JZYJh@8LzR~ad^v$jeL-^nf2(+i`hq(Wu zwg!k9Q(*Zn48AV7em#_KdH(XF=#!^VYgp)7K6wK^f31zCWNS#Twyc*7LPz7^G@LEv zdgK5xU>sQ*U`889cEO|-RC>ZJPY=35|1Py};>R^HW;H%%2kLqLmNlBs!J5pk&J{}= zk+23ivrET;@Vv^gwNTHB?hzu*Mb7U}n?(h!ErI#*N<2i9GLEi?(lzRLb7k;1>)fT? zxA<^Fevs8*$FST!QMMHsYdW8qeCy~_kLNVtt=m~-pK-vRPa#`I|Jlpn zR?IJLteva3`WTrwo3*Jo_b{w8i%9=1Kc6F>UBS}LoJnTZ^Z57^*p^wmGa=K|rzZU85QtajgNOLMlrDKL z+LQ#jB3-Hf+_h|=c`@I!FWYA13qpK^RN1E@|=m} z`-YzH@R06o{xBQm$$2SupCmGU0R3+rn@ytz#*Id@1Sy%}?H1Jj!OBS@4yD$S@Ael5yZ&zsW$I{W%uW z>`8v}nZMc5>O9QO3d(i7HrK7m|CC&tx9H;|kjgrs*nnrE8dE8P~7RavYCn`DoRWIeASCU>Uw zFr2)|(SdZoL>rgF>sP;d9+JF$WtCY5y=ttx7pk+xwEiN|ulmZY{HOIc6zi*sC>N6E zL=tvp?@1!bB_yt+d=b8Muc(~4zR$Z0O9sH(;9g5?$c~U*StHL7%d%`opELU~GiQ6_ z!+*4_B_=My*kluL?#xu>PT=vq#gor*z9nq`#Itq!SOw|AN+b`*sjM;sk_{m+7ZL~X z(aclJ9@SaXJ%P5jL!uMj{6NB8YJ@8Eo8Ze^s>(1>q*p7%Xb@fpJ&A?yrMQA*rt9NHLLT0S_RiShiLP2 zHk<3bWvp@|Hs&>#_|L5avrqeMjr6{S=fXi`*^AymqcWGIS4 zrX~s{8kFc)NJU9eGDJ!g8R~jJ_xZoqxjKE%^Xy@*d);g8{e7Oj*G~3}ZX|qO%iZXe zjE;ry>~$WJbAV=&@>S@J(#jfRYff3d%Jn_2J*edA5Gl>J=kcKa@NLMNTUl!g54;S< z-})l(x3oM5 zXZP3dE*_aT_TOS~4e@fWsGa-wflG~xPlP259uvP6j*s_ZpW0Y&g;yqj|!ooG! zA*-!U#;Ii9>qLso#Imy>xt21MT~EULEZPM-u7~Up$mKM&3!qh#ZCi;1$;()l7TH(d z3va%{x|#Y)4%}pW{Thaw=$|pAka1!*M8}CIZ?R8KSiXP_esOOvp4X&B&M11DS2fmp zz8lOI%ZIRf@^*fVAy11N2hegV2Ig&7O}!`YYh$B8RxS0>Yhld%SJbEqg`y;035z=T zSD$3bELR@aK7hs!Z63}(_ha`&9C?a7H?h_XH9m(!3-~tTm(QzJly%P4?;6pi5>Dq^ zZ%%4j4bhxL@HJFV7i9;D0G&j#S?c^pr>=ZBJ88cn$FERNrm*kT|BB4XKOFWoB56){ z%l?DY=x{pubLz%1{_oE6J>jyHe0kTjnGarq%l~ulG%PEJNy+|{eWpi}DtWrQ^1mA7 zmhZJM{hrST&5rQ~`9n%`=zEUdoM!)v5S2D@|V zw4Xj&>Md{R+K3Cst8tWev;VxNSkjxF>gl^N3uaGhJ4mdB*l7053Waz1_YE*^1DWi5 z{|QHmL97k#9?b7w!{3W|ezN6e)#WeHYHiF}s_d!QHPO6o6YDf(zuQ^sOYOd)Ms=kQ zW9!4nKb@7=^Q~p@%ASou{3S6VnPW?eA?x6CCq}j7?^zL%Oc-OuquW?u9|_;a>wL3( zn!PiZJBH>%%@{7DM>qWbl3aPZKFVJgW8rUb$xQScrS})>@4(47+4wR%ZHe_w$({46 zdtzM90xAphwa~g8`;wLN3)q%(<#o}rkUp|gv?1&D)?QXtJtT6jGnc!MEvAWHRgEbl z^zf1xauz!#H}=DH9?Qa;NYPB>TE>cxX|*plXMI|-hh5}XlqKyTaWy%Z5=&O& zXhYut4yRwVJs7%;wAT|`zAK2z<7jyUiIc^-GjGkggI|e8S*4ZeTVIr!$0NSQ`>nK| zgg4Vg$*0&h`5sr|doQ(4hENCdj`~U^yXnbh5kqNyml*kro^Qj6Rif_M;_(R4@C4S| zP~fj^)HniKSv~d@S?=X4caZQF$o{FlC!sKc&QFqT6dry<-_5*l5=(uc{W97;3ar?2REyA^eeDa(n$7=E? z?}}-!^Zkl?$Zn};F*^CZkLLfC@Zwnhzf>!OXr4W}HAuBh zl$6mkG zTa(~q%v!1DD&E`wKCQ%>teVNX^$o_KCouO$J?H(>2s~}6m)me{xgM*-V7DmOhbQ!h z)g}CX8P2?lY180;1wTBMTrIW#0;c6e+~>rMO3=8mz`Ac>V@{@-N6Hbr6ak7tRE z$#K$%Mz8oQPm+!&YcKvVS!;b@^csXO#g4PsXb|S+4Q?zt3?^^#`W?_c2pUuMdJlx2 zCsS5N-LG~sH6=s-uljmUe975EIWv9%W`2xKc{)%?+cWesN9{di_|QDIsVLNs#SirV zFCuCmy!t>t$)j_I>)SCfEBQCV>qczP8QxPx&;J=MGxM)Qg4(dl`N7rjENf9WLamS3 zlB^K_LHjW}FJ^=HMXictyV3WMLHL@J2kz3|d(i6zi!bP($n>(Du;U~KWN*HUt)#Ep;kteH5 zFsOz$`r*eGpDMB8<*a`~*sgxPj%a}ce#P2KlBut*x&;NMK8&Elp9ea}J9oHrq3$H8CtD^dI#I-{Ur2o0V z{_n#eqf&M`B{NapCN3$6v(vTxHS1&??C)nDOJq&U{m{%)mD5DFd?(8Z>VMJTLh`kv z*A`Zr$vVkA@d~C@!iyKNF*~x7k)%1FeL@sHM7#Tmt5;&jMdn&h(EdXhOu(Xp$&$0U z_lOhELH{gskb&Y@R#WGk%eP!V7VGnzqJ9R)AD`xo9f!s~a80?+ZiHQ1D4pg^*F zv@?ke#c}2;G3b0{AH6-mb&8YDoiNE(l@w&0sA)L0cA6LZw|7ta>)RM2{Qvc3|%x~JQB$o8jc>k+f0XY`R%z82x;ENCXL)8jBdj$}V-vn4tI zhh=48`jww@?D(}v`E8p*PfwOj2V zbf4>OVDvg}$Bp6D#EvmEeZtt#+WpP&%nr{sWXL%$uj_R+ z+)p&>HTG}0*fbZySF*^tkbIuDPtkO*(yduC=d8Vfdl%7iCm-p7TXpG`Cz07xl0Bc9 z)6QqF8_4jtzH%V3LIQT!tAq2md=i}I2L|is##X8s%li? z6ZLq@D82q#5VLQ0=Lh;7V9t=e^pDX#yV$?eM^;zldGBZuuPLlQ;d#mC-y8Rz!}6R1 z(*WZ6)>qkh*MS93F>;S*tuk~RB95KJdp^gz;w;dF)TKyz3LcDr);yk>)iC97zMG%U zqQGpQ`@*3YDNbRnD)1es{p<#=$KS`}!ux)=)WRQH&RHSL_4StMT8@qLoIfMTW|lZg zZ+B>C7Yv>jFJ58myIgNb`}xNG@8R(wD^wFxtMSR?74HSP+3qH5)+zAb&KsYgS@It3 zQTA0lo~Vzikp4|i7h>?0MwA2TI2i`X-fYG~@ZSL>{*B(rxmjJSRrHXPW5@HzoZk8c6thzHS)OyQ z_&1N#1IgC_?pY7ho+S=t$*yA0wQS!OJ|~G0+qGVWtl1N>fyIUz@w>BbeOy`0uGu-$ z0IG}J|BKzu$E~XiMu*?n@OT<#he|aBBuFJMo7x z+Ndl_XI;lkat?>*r}}BjyB8 znLp)8(U~;6P$Woxvb8wyCiIH%-s-eV=9K@mTEskRqFOm$sjzrckw)2zd>WgcL9z#V zeka%eN0OY0*PKC{1dS*vaf0Kee2b-DEr`9} z@UM%sP=zEni}$bUd#1i#7qJ)O`(-|_!tY|Nae+v58$8}-)ns4lhm-xV`5bX*F)O^l zGwbn^2lTfGmU(lV@ANlgdJSbul6nX$7B|~Y+_+dzS>KblJL}*w)ZK?5U7t7YV6DUW ze_QR2!N|S*Za!qcgUsXjx6f#l4C>j{o88Up={?5Z)!c9E=X`emjV+Uj{%a``gOqSyS6v6l%rCHWrLQKe1wMzS)3Y$71dI7(0Z#3rX+?9DWgfKW5KW*wmi< zn=r1MyJ_($vX2)fj}v+CfMO9gJI?s<0_~H%@CmZS_m}G{nW!hY`vhz5fmcpUt;IjT z$FHa8nddVH@WqQEv%#peiZurr(VLLv79RhD@;QH`AHGh9R8D5g%Kqe-$)5J3d3`dL z^;5D7Txz-gD&Jeij|M{FBFw!`{k)GG%_2M07|c&I+doy=)g;Y&j$I_ntSkG7ra<<4 z)}1N7d?<1Zb~k%?CSdv^pQ{zbt8!v()&^x)c3ZV>BHb+*a|;XQWUQoU4o~h51o6_Xm1%nX~nhYcZ@YE_T$W zVF%Xzl8zIMO*!ZK5Wa9U)P{-fC&6l`lKYYBd}Z_I@&^{%E_x<+Tpb#hf?QD&FM!+_ zEMG#xWKBw5I*XSl!^l{&kHePvylWQ88;U>c z%!V$aQO=z|UL0CX|7I-S9p^78!0Gh@4u3_TI%G_~%dQ1;o~mZSdAD%`8I4Gkb5`m>_ZgUGrB}|!JdE9%u>5=E&o{y8B&^M<50m0f z*8D~bIpw+<8)TP5R@*hg@}Kz8QY8dB`1jy6X7X~&A! zu+R*pzNY_yG|jH+$}DgXKIXL7QF=@6@wu?70?CzRKbExL;NK_Mk`-4a@uIP)b`pE+ zCz|DSx0*(aX(T#~|DK`DY-89om~J9(c4b!(#V^66(c;OKEHzn=-(tt}EbxtXC-V2% z*jol8GR9|gZUL37V@V#RJn{aW{XG0%U}I)^E1pln72%&@g_X%&ysCeeK(xS z;Ljm&y_H{QW#usiF)7)9Hj<-)So9ld^Iak<0t&HDH99w9=Z3J#p4Tbby-M87yToHi zUBSIx%H7BNcfh6^?vx;P`q>AqdH7xrFW!UcS-5)%M2d<&&BgRaN+%vqAX{NJ&8bjV zx>5t%|HA4gwfil+zV*|L=Tsm=Q`{-W-;SZhO{|-fG;>1T(>$t=zxv^Q-f?92TX8k6 zb?;Uj`-qg6=(!jvnv?7tBTW&!tjxa6>GL|=&eq?xH8t7h8CsbP8B|2e+p z#Pl*4m#o8g@Z}#c^fFpj7FEtR!u7)2FIe|HvVSk8P11KCwdaXO&GoxX9Lw{XydN*Z zs}3f8PUX&9u*{`ozV!vI z%Db2Bl6{RbN0Q|@^-962kb19?@elVlU`aBxKEM|$!|P-%y(}UOr`O+Vtj4IV#-8LZ zdWjdDLAK;soJ`NEyePZ;2e8Z+>`;s)l3l$B8&nc=YVi2i)Tsj5@?@AU8suqj6|o~L zEIy*e30inY3u8sf#m1(^JY}EOo@d*!W*2!X`z$84W22whY>$?EW7M+{uSoL>P)dHJ zo3!|`I6FX`JR0Iz?YoSWrCF{R+huLqL@m7JbFx`H$*=OQ^fvs+8rEb<9Ypgn;@kzU ze9a02V3K{!SK{DHdYmB|E?~WzX;2@ZUh>^)GdZsj>vHnIr~(h2Xf`u~yvMtry|m>a zl`|#JWW5<|G!I(Yv2-}U`H0LP(jZT*J|tbO=(7TTbkkoQc5F`S)#62K))~ixOKbN&pK>B}amZz*YFBz3io?yt*IzL5FZSIF zuf4orr@ks^CmB5thu;7E)gB(dXlsyK9nF}Q!~Zu}CU4ysQF;+3R-xA*Ot_=KFMp*; z)>Rczeg#(bqg(brRP%RL@@0*E&eqD#>y>zuZ>ZPcQeCxcKx&!$kMf%dICmTVBwzI$ z`hV=sX=-0U(kalK&a>KT^Cr5l^Z$vwXgM8ozVAEO^f)hC$TF?noe8Pr=WeG|A)Y=8 zPro-Z#^*1=tY@{DY#G@-U5q4?MZ-!w-`ygg|!YC3C_*G`N@*N|En& zh-TI1QKEciL8C>16U^$z6-0tQYK1XRv0foC75A@$$5L~E)@F-)jXc?<5Dy#7$`klSP9v%Y#ee)P*Vj8D<eSU zY@$PQJ{`^~->P}5`bV+c1eO^ss*Hr+J7mo}~J_;MD2x3WeRM18~p!*{$L!wi&W$FeU5hSRksq!t3sqOKddF% z*7pr(w3f2VzO#0|GRl0%8;;dt1J-D3l>HiRyWP#3tbr{2gH}Gk%bS#+0l$y*aWYx5 zM?RUdCIB0vn`gK!Fm_s(lof{tnsY$U%+>hFFns~|7OGL z;_Is{`~>dqqe)i%3_2tRp7GI?_%OXd4C^3pRVM;(MYj@)drI9LM1Bbw<%mc5=V{{HOr`11p9K1N}kdE z%xYhds|~!e+v08LpQN?5qDNxEO#Qw<`(*t6nSZT^NLG|o#_X5jvj~25X@7D-pZn2v zm%4rV%68>*PV{W{*#oKUct4+vc{BbChG%XwQt9lIy;Gg6VVH>3Ir}l^YJH4BIqRpi zUbiWIGrJYRoz`Ti4D;-^S*C7wo$ZG8YeuN-O38Ef^Ywo-RPWP6JuL4-j%2gFOU=i` zf=2HCtB0#v`RA$HnZp}%hRii;HsW(VV110y^ctm`V#|X#HVo<) zXTOAv%evl=&)%bt^_Y68K02to8?IgOBKtH4v&ce79On8#X0v}n<_m31hi*%DOcZ*I zw%OtN0{K4USvgUDh4Q6+cR7SkjbKrn#P#TtmEiwCx)Suan~#i#^8lP5MYGEKFNys_ z@cVJm<6P)m<@$E~K0#dj2^tTP@-Uj^1itfGbiN+G#n1+RpQY!4>UYuq>pbFXmY)mV z70`H>{r)d|$!4;Qg33{BI37aXMVp*7I9=4*scz1wxy=3SSFA+$+1k$fo8fe?3d0XE z`Wk387FS;}-VTLfzIhD5lrl8Uv!?-KQ%SMzF8Gfuu=jR6|K8mD8j_7?n~z0+UZTzx z{K#tC6KHpw_J=`qKXE*7OrPRw^I5mLm|YFqZ(ytcSoj)x|4FvG>{(Bwc#j2!!nLt> z^KHJ4w(f*QS0zV^;9+zb5o0uqWLADFD}Bws_mVLCQ{Uig&xjO*;no~VdzJ1X-X!-- z6*?q)>0}(M3eU#k_!71}ltjn!fSktg5G?O!yZ=Ok(Q_Rq~><#&84fhEl#unqH) ziRf7JRoDJO{B;xleXGr^NL!BE1IbVZ^ZU5+i1>6rtK_t{b1`)k4*lu#BuF15KGjk( zd;gMw=wCV&V~K z&#UP=M>|(z+Axxz%v$fbe*@`mp%3DQ$zF%6`wv}SCDmAHG{m3DK265uDlGZ7`g>@2kvZUaHMWQyKhZ6FOW)D| z#mZM>)e^pyWd2)9*^hDIU6LeoZGSR!#KJt4dz$Rod6rDd2Pv7g#(Vi)MIQH>8Nw9W z)rR~qxP61?%f+4pM4a2;G{)z%+-s@k79-Jd1=fF1jVk(nK&x5nyatV{LFuJZFo_vly$@J9LoF(Uxui;_I$WsFIvZ8JnEZ34e=Oj*p;}Cpr&zts= zaW($E$KH>_bv<@wO-arcETR1K*teVHnQ3N~QO>@4fQS97jqHxB$xfTd+5mG#vq?wD zXGiB~ZRF(Q5u$BY%a;}d8fc?DX&&U$P5j)(i+b|7M*OB87Tu^^MSi-*)y%5u({dr- zSPo*W4|t z4uMg!8J!2$hVa}0oy=p7BJ01n*^kAu+jx+A59$3j^5xXfg>+bs=@oh6dc4e&qU|({5SSnM9Qh6@YSqvom!i*|0x+FdyO^4BD2RCVX9NDV+JWG3L z@~ld!(=gFRgsX zzCY-76GY}1hw8HY4v}T5D78%8$?k6_`4D%rw>Y_m^VZ=Z*2o&T>`6EcZ^nuzOVv&; z!0c{n<=#o~-$44T#O^EJHNwCLNIjYl-iQMu`D=J_lbW}gc}=EaExMe?>$>r#Z{c)} zwsOA9Z1^ND{z2!Q7kHd{Id?TVr?Nhx2?V}YdP+eASW+-Q%@d&Px4NI)Rd~+L;>9fx zI1aX(@cniXY8SLBisAi8-5D-b$+v-x8er5Kw$9tc4*Dwuo99HI#Hcw+&BwDm>uN)y zE^zEA`X;l$K9=sUpNEVsOISDA|Bn={vZFsa;*tYm3GGUg@HE`n28r*~XpMoL$#gPo z5BK>NSaxOGI%0C3M9(DQ*E}L4#btC!&d(a;f0b=dH~)KpKh9*OXJD0gnOPaVK+Jr| z{e#)^b1hB6_k0iQ%EE7vbt_g?&{9dbufgrMtnnX~=Sft5BhO5K-wvO=d!7M@hH7rZ zzrTz-SwCNiPDfz*;ZV-$%SHWO$O6Slkv(EL(SEq`>rXNJMPB-ocCrKEb~Cuk*>^VS zdTO(=7V5HRO)a-3|4{ayW8`QC+w8eIl{aKpK|`EL4#^^7W_dW)F#hBz<0d@qg{65j zx(ItRr~i!}omnj_Ht*rRKVv~FcwJA5>v7;}l0E8LX6K`L$HTC>k}b;dtzK&WqP4A} z@b#FRJ#L4p(@n`M$@;a@Jt6cm%eTh85A@Sf)V@r~uf_L%;!Sp1pYF;6_G$*(mhNoB z(xX}DD5&oh8y;qrxj3|e%p(izI0^n2@qnImdPB*b?AnqBop3g1@E*b&H`D)3lGVk6 zJ+w*I{_A;n^27c_@1^+lK6$>v)B$A345vD&e_(|*`udVxo8a}w{H}xexQb=>;y@=1 zT1)zRB>J}CehcyPHYg8=$O5Gni!UQ!oD(%a5aIfWrFruIj*uTv7x_s*DFKQmc zM#qv_j;r0Mpv~%s#Ofe9l;R6E8RzHfQ1E=TNVRDLLQeble<9;zbx! zQ>{Poc@h5hG167_c?LUoBG)UT-V`=ouf6s9{TBz9k!YE_cNxh~(c1oWI)o%;X_s>z zI^*Z9aQ=xbr;E6Ywck+LtZx5~#s|{kF1-)Ow1M>bR}a}Y(}$hUQ2%!JC@Qjarg3LT zme%LlG`Wu_zl|B^`Fx=$avncD6$?)1(U*%i@v_H^%LlQ{r+nf`3>v{Ve}eND{(p`< zCl+AxFC@Q%*8+8i;Y?wp>tFojD`orQ&eM=M1#02yA0pm+V&vuUTgxId^^z=K^Zf2i zm(g&^zSAR=ZA-eY(A@{qC3<`f?$gwM8`p=^>`OD3^W1ryU*z=MnY^?zJLT+yWQ6&P zuH_5jdd}9VDc&S6&gsfeRCA8`RaVBF;ND_hGnHrT!L}W07SYxk9<+vSk`X8;bzaEY z3-LB58)PNMkLu^__6f9^gxTH6{0C%`jpjz9!Koy=665-jF*CZtnD(rm8yEq$T@{u zJti*n=JzZ0eiLs`{;g-pmgu*YG=K4$$8l~jnUf#uOD*^H?-{5y^fQRe18A`mn%C>+ zeKXWT@XG$1*0}Vk==7_WFN4%o^mx1=B4mYXaoXI1sS_anq`z*^cUk}E1holl(3#yP znsF5(#X7vXRO>(C`9_|5kFq(bH_wDi@Vo3D=*8wIs$GNiD;R5&izm;2?!bZP%z`$u zc|&abi=QkOCu*_s6!K(c^Kf&ji}a9_AzxybIWT*cM~)*rJOhRyKy(G-G0`3;&K-}&ReV_*d`}v{mW)g(0>aL`^CIwyht#c2A4oFt1fy$ z{ssTu5fd)d+uvk8knSVkxeuc4>HHL3%R{k0ZH8gy^B8p!{Bt^GzWMHErB^ZS57-{S zLu!d!qv)4RZTSv9n^X_b_e!kCc!_u8}&Km89$n=(; zve#|~iw66Qf0?me=;{r8Z><^HnHc%EmRI||QOoZ^;Cwh##D)LGVY9wFKxsYscewuw zj*sK%58`5GgS)XatB|E54`0S+uOvh2mnyJ`2R zIF%e`XRz6mJmp6o@G^`Wu}aPeO}@nTq#EdVQ>_doS)S%qR%)WiGf~}hSg|a8zEm!G z@Mase@(iYq_%NMy@}22U_ddd^8W`N2&HfRK=Nn~yHy*!2uLThP0Rp46b03ChFH>!( z{e&A&(0-8!n-fyQ1* z2UT6Y*yz+(KP8}4*64DHI$uKfEA>mV-VUYn{PYu%tv-YXn3FaV!AJ4%PVBf1CRJIb z9shfTw9}OM2KO^gEr<9$#*>_J`W?1)((f#O_!qW4YD6m~ioC9+;cC=_%tjh!)p!%K zT*i78aAOU-`~aI?>P{D#uBPW%ysR?htKh^;m=re4$`0)Np>wb@`}v%+qDzxHx%Kj_ z<_tKUMxxHJNyePN*za???vMXDm%g(RWTpEbki8XF&(Z&>crpx+k^}B=5j1uO>auBLeOyGl1CcojGSXms-$y4(s zIf`QI4e+eX7q4TbqN3V21^oGu4r9%3TJVUA>3@vYkHp+ZmCL^QKQU|}EZ!0q29cw# zUUCLm&M#O|5NDUM=@k7Bg#SsdJPMb;>3TA&w7{?0w99k2?GUfYyT%w5y0gdwFsaP8 zBQPi#7qb>MD;4X*Gv`$eg7qKJ&q-0^@#hb}zh=E5Myo0$*vF-RN0L?Nie1P%d3|7pFnKww( zn4Eb&ataUs9~ruczsc*-k_TM}q2@H-=FVy|AB#Vo3UtcpVZYL2z4rRh{67Bp4eXZi z$>i%kOUa!gN+C?iPTnq%yMo2*E8U$gJ6Ufwc0GY@zd__S_|-K}nQVrVH!&IIe=%c- zPFcUP4ZDxW^khD(<62ICnTywx)Sk!xv+H;wCN9IX24s1bWvarhC;VEn@C{2o= zSp7I`I9q=?H{*6(>Z6riBG)4jNfcYEMxN*3XWUuxrQs@2J-8|tKSS35aV@B$~^}Y#*8j6oU z&~6|^bKY%E_iloX-Lc|Nes{0GyRb%buVwafB}{uOJH+U-1Y4$(Ei0F^p1Tr%SObMq za3d$3Jqq1CQ+P+TyWRcFXm4ll*?Q?|4)!_SbN+HO*ODo^9DZ#u()3d5Fw(Ylw+QXW z@{e*@vXSK3DSsJHm_WCz$1G3k+IV)JJ0r>ZsJchfZ;ZQds{ITP>!7c;^f|g9%H;&l zc@R%-?jdB#^RzrK>PxHQ%J$>42eMeAW-UxV31V+yM|Pw>CP$QaY+b#R515HjRY4$s|bA_f%`V>yBu11 zQg|6}t_$%;MU{pk%6yTdG4>r!qOGtVfO$FN><~;m+tsH<-Ot$MHavL9D3U$Bli^w$ zi<^@7CLTQ!CfAAAyJ*wKcyf^5Mr!|aR@w~97kGcZMdpNdb;0~pKhSnR1xm~7pA!{gjOS!+W@cA;s1#%$ME9`toAk;CYUv6XU`ST`o{IW&}hW|+2wGbDDbjY zN{N)2qYP%@Bj}&!2SxP%AOHBm=##uF*{7b9q}FQVWYHpLw%&<3$(wSIQppbWZGjID zphI>-=S-w!5PukkWwkI0u7gF{iL5qL^f;eH?Ucz$*Y~^9fn?jYmQ``&n!% zjX%SmoOaq4qjI{^d|ZyV-U!$1#+gi;`p|F9JD1X+9tl^Fs*j)SSK7-`ISJ!k+<1e&AxVOz{Hkfy{cV#_WT#k`>FY=hO zm+2#nNnW&M6Z~Ay*XX+?%)7HgPDd@P#7VGw7>Ad$OdT?(k6+lWEEau(wPRVZERQH^ zB+A+J_t4{7w%S3ntOY8HEw#+NdegkK7MjENbkQJdadVEzX;7~S{%#Wsp26miN!`xpQuIGoBpZ!&$FW8as5fMdylZ+;JISj) zPkg@%b4JnR188R@$ECC^Z$x^DJ=Vf>tQd5S7;=i(vY2Pi5HYvndO3Pz741i2MRp`y zL58dg%sIR-k|ZaYOeald1!bYV1-e-&eLj2bg4gN#$kWQqVPm!Fyz+1Ov>|&V)+Zg&S?qYX+Aq43S;#4_c7?*}5N`tg zQ^b%i?oQ_i_4J$-wbS7Kj(N(@5O`b67{mvri!hbNtrJ~21#gbg?(Hx*P!Gv8dB2#^ z1b_Cpp1tvhk*z5k9uJWgP%WX=!Z@A1-k<-yvo^;iCZQ8ohNsF*&(M~<_zepNc>y9b!sH{Kv*7JDxyx4n? z9v@`6Vo;ln2YFYRJY+cu{9xK=S6UhDt;%700=DCp-@$V||$A z6oMXXe>2G*(APrVa4@}}#DE3tahiCMo$s|^c%9ODOVEKF?IC$2osy68C)%G%>T!_# z5r%JL`9|%1N3%o8d5Q7#K5QxNen-+BuGT%`#H%dZ8UlN8awhFg5@l!c>hY|#Sx@yu zup4QR+_R-{VJQp#Et+1+J~_+kUK}|AIv;608Ip6d(8XAtoqZGFTUI-JjWr{2=4J?2 z(8kefKkNFj`aco&`}A}!eY1`%Pt{v!VF>na!rf$E>w-U5!|5Cr7^>a{>Yb-{p0?!M z-U7({YIdBRW8aFtds(0)8|-G0aU%Qw<;J>@F0YWIHj6eC$vWW1U`)9Nij#3I*^)Qw zb)6WtK&dD6vx_foCwJDNSE6ALS~ViuXc`>CN0R$|nmG0W{rmFJmYB5*le1>*6d3;{ z;`U~t>?AxI>o3;s_kKSw66U1sM5bQK&K5mdk?99K${Oa9N^RgHHMD;aO-dF-_}{fY zQORWSIaB@PX@44T$g|rc;gM+cA7tyPdx`kd3Bz)_RPs(I|KRWLPlL$WbUeg}(q75r z^UJBf-|&vC49uRjQ;kPovDJ@QdcDutP2Wy?SLyeAHrhbngxU5J0n#fU$&oD2ZTlUPlp$S(Nh#_fMGZn%ES`xdd3{SV<`J+#(Z z+-}bLH?m6B>E_v8L!9`79Ovj|0S3;(%Cz zpz%6w{6O0l^r#HQm+3K9Z|C#eTH2e72l=k|8xJgpZ?o8-v#WDOgV)tMqQJVzYCIO_ z%fjekNOi@Ho?_>I+IfIZ#kBG&JpXUzF$UJnjI%laXO-Vq!E6J~Dv_`ejNXNA&cJz? zSD&CnPWPFnObgL4CnKMzy}Yl#ge@xh_a}+^v)UFM$oJjH$niPW2a68$$r-wr>)`}G zutdp`JZ31X<#eN2{_4fwa*k{>S6=t|oC0~?6CX=zZG|YC6L>Dex2Nf}noie{Y!?lh z`Rfi0e~v~~AX^&p$yD|`J~zjWGORS6#pjA7KeO2_>{^MGd477B-n(E&U(BDU-R@YB z?~6CWYJ^yj69%(FVj6}dgF^oTPG65nt@YZ>|F@9yUYxFjc|RHv^K|hI<;T(a7Jt|0 z)7eLnQDl&aJB|D~o%cR6m*#<|vG5s2zGS>V5M%3TA^VxL+NVE%&9n1QV0fmOx&u${ zFX(F%OFl{dHR8)EzLS$~&tT(T{=LXA*R$brw%V*__6?U3BR-?!6Yl;amc%n#`~N^T zX-vY-qC{qpgZO>2@n?CVZ=0Co#`iMs}$p*8^z^=@jv;a z=0akBWgk}RVU{gLf-?(vnzzDvM{_TG{)0_V@sK5~w44SF*&rwITq!0NB~#YA)PqLe zLgn=CtTSKA*E6qQ#PhQH@>C;#&R)uii92ZfK5efQyWSHYp2nfL$&bcNW~(+HGR&B-j&9;%n=`F(odPqPzPy8#ZB zXP2R*&0DQ^u;XdS2BEHy_}QGb7VG8&q+NKI+<~7$c^pZ`Vq11|B&%a{UU?)0e^Mfu zuk)^VDzp+;@(f_1I%|3C6>O5-ave$g9yUCy%++K*KpUm;AzAl(`}DX7v_Or^ST=bF zM)=%{+}m)Yl&J9`3991Sf&BVVJtgD#8hy24n_sZ>Fxq8KnX>@?gHLjE&4BiJc7LD_7PM!H2>)sETo%bw^>fMg6u+7ewVdf#gAB8H>|@$k4fD+`wLi3XyLXa% zEA-T%U{u}k|NnmqPd;R&y4Z0IWJaq|8;5E`;`{~Y&^;t7N4 zIh>4lu)$l(ABJ03;(9y1jMnaIJiLKtJi`XbHn5u>=knPZ;=n|sTb}CYjmijEz7N^r z{PrV%Pp3iGf@pLk$#T}?JEBb+==EiR31pcnN~{qjZqR=@m^37LvezV=b07F$$JS@~ ze+yo|fL+tcx(P$t!}LO&%~^i2aUUg)RR0R2Qu3mAVE>AIBG09h!7e$*Uf1sX`0^$M zCyJq8W5Q%(dUo2(BV{8t?F5Ojq|6ig;adHZMfw=K_L4XGv$B(Ooi=trqob(&Is2Wb zR&{bFC*a+DzL*%7=a;ub_*wGp$EH2>ztP>C$upOCE>`adT8>exsW|kx_I}aQnHcj2 zT+7h9p%F1p>o-6rnV0Js12PByfsQwjBkP7&;LJ*P&wkHUEOWBC|KS*a1DVc($u0h` z=l=cJQyyLy7R+?M5jFC}?RZ+gX-pVJlH~MV1iuDm0LSx)8hD>wfi2YNjuFX?em85r zrmZ?^-N+TS31I*m!UOk0$s#XMxOM)mI_5gf(x| z(!=m+>B{@iZpA~(^Vb!m%PPL{V#5Ubo`(Au6~xS4jsDX`#eSeCOp=eSxEGrm`=3F{6J@fOi{37aKnQ%SD{5_j{Y| zTF|y7Tj$iV+2T&(?Gt#ICxGw5e=r%k;L&j;eNxo^Q9DgU{V&Ae-r{u|@-$GhBW)V8 zXI~iBE|BYd8vQQH)YDVe5WXNnoXr2`!{dB^=M3B*SZEOr=aj{Au-f0~KTB`FV@>u( zWxjLd})XS)cQYw*SMYhU#|4!8v+rMe+{XxfpJv zwBHFgvVNy2e#}sNK7>Dm*g7b6S7H>|vhOa>|6a%GZrI&TpF3S0PnKm$^u+1n`oD}v zevcvBXfPIcdSF?y3MZrSH;`D!4&B{7MQ^LfwbuQdarQ9Ae$8exCa;wapSH=m2sPrxPF<+De59**Rc z`qBKjsdk>kj#-#@7NovqvGd4x6A6AHO&c=gd0kH9d4gQeX?2}zIfvv!eEAukXNwSD zX|t2KvIwfbDA55b*RV~0*MB6#XQW=^@Bh?aMyIpgeHxESiU`?zll&Cjar-8HjpWZI z>3FD!nzQ$6Y4vNRFCytxV$wd$x!9*d-zq8IW=CuC-rel~RWQF5&P(t&JM??A=w?i=$u76D@eqD} zv>8`VtXqbAJ;|Ks|GV|^sJgvzZz^_gAyM{Aex(0rXp(tjJCXbocYc9%F;X0dUzd<; z9E_4XsGgP&;j^cSemU#01)sT}4FAx#vaz5$Ce9|=scPnw)ASjK(ot~}qRh0#DM&cBRTmZ2Nddf=jLNxxG#kXp$34c9`U*`MZpIS@ivo-L% zkN#s^>+fD+wpKi`3KO_vO=+t-^tX}prD2MteJ1WIh8b7b(@P1SFli1l9z;8Z5D4&vd!4L z53~C6p}Yw_hn`)0-i;H9Xm*7q zvVAukc!Zs+D0v8klBxeZJ?vnU19{(9P)#0;Ftd`leI5Lku*M=xOCF#4?rtalBVuj^ zcyD5fWS40QlMAqShM!k??_1i<_vZuYl#J6aidD-Yw3ZD0wKN^t*=3h+vUwhtlie!9 z@Ih9dOq=@9$XS?^^soqyS#@=lXqj1ho@?HMrJel0KX1HBth*IXFS7JRWwRf81-z1H z>{#=c?Rp(sFbA$K&gIEWIH}vONaPZ8sm~t?qj7sC;uN}N3dU8SC3PpuyUjInA1$EW74sB@~c?1 z4f195*+scAB2;$HXAMGM9L-+GWPW`WCRfn87u&qUe#8CLW%U6#HXfUX;>~J*J;5sn z;eUH^X(N>WQENLJ<=puf*mNOJ?L*R!#GR~NxPXr5`st2kOZ7dKWy+Ez&+-3tFSFYn z(9Fq_N5Hy`xYPoto>49tm;b}jx7al28k`EP?=j>-5n?bZ*LOh3B`O`Wv$5u+H`^DGwYtwG*(dpkzkq5v z3_T26OT)b|ofoobDM)P>5el)ved6!gbQ!`{c}wsDjixB|Bfg%6y)CfjAMO3;b4PYf z&Z!Eb{C)0zsK2q0c}M9FeEOHR%W0X6Y{{sT{b&<0Z4RrKW&08=Qwe~z6j%JVD zEE~Hl!1b26`?~nE$M45QqwoA)M~@afdA-)sLvOWme*8sPmE66D@Ti*NM@~zB83*Rk zBG2XSfo1mcRD#rebAlx#YoUdlp}q_zRpEXSJdQJ0zaMXspXYYvAHs(`hw8^h$I&hM zx2vf2Gn~t6aU3Ko(Iw~m<;h_`GoOqibHt3iPb>k$#cCwe`m?<28-7-T9rGlAJY0^% zkmOtZLJJqtBw4+N+EJtmioGQ z@*iHba4-2@i$m&QQ9kdicJrLf_xH!Y@gjX4+#RC#`MmrDKR5D@W$NXujiY!=KXo%d zFO1Xo(DpO2>^OG#2)o}E(Gsike&#uU-7U)h%8P1TsU=K7VS=Ul-EyB|b5W2jwY3&eZt| zI>+Eo){$jD-Jzs-m-Zh){yMgw54-s=%SpHwlVLlqe@Bn3)!6~%Wv(a3Tt9u~G>1J} zEk^3&pjFYRG>rfJi`$=)DQ~NCdRSIMuBZDzmh9XT8kE z*n9MHC04$H`91ZW9d1KN@}xOKKkUjo<7D653dzz&k>YHgGh9EXO*4}J%C>ofTbze3 z_SYfeYClZ81EPJ{@iTHXAkk0c`%dc*v)&M`CVTI6edc7iYGT7utlgrQn)+K!r}N41 zD*Lp7<`MMHI<=RuaRN?1#U{$`jtjk>TN!*C%$f+cB#7=B`8Jyu&Mia*B|SZ%Cm@qbxK@@8f+Es_`N zDaci1jZ$#VI9r)!3t4Qtx^qS4@!H>{t;{FC@qcqH8wZ8k$kmAbt|e1;Jm%EZthzWw zG|0TMo7vQJtkDR%eK4mUUEU&bS3Trg($PNEXPcgSe}+Aq^1?HroouE5((yx{d_36( zW9lTbc4zHM<`AE;=*8|QH%*=yJxh*T`RXbBYZ`6y7OghfAH(Dhe7=lc*FZSy_xfvb zHx4J0QnCXdfKlB%<^J!PJB zp0Te8*;=|b9rv={_;cv=SE3%jzRu4Wce`NVJY}<=IQjFdvFRKwOyOV0&@k&2M?&RX z{ai}&e3$#%?_sn%i8WqSuPC|ek)jx84}i?wO4i2bYP=}*?KsDB;9FQg@v!j;h|#G{w$kJX;1T!^JsmecyJB=55eVT{9Di%jt%$FFKf1@V`wMLUx?*- zetxFkTd}>Ad0`V=&6ArG{res3m%`v#HI@k4S9{c9BtQPuet9*SvH%yy(p7aBM{*s0h^z@MSGt<6>q}jPU7V>@l>jt&c z;F<3g4~h8)iVfRb?Sc)>dEt8yxXS&EXk%$r9Wtk|(bd{&0@cYZGtL|^t3CIce>T-- zcKNo@N|<*j3pVpTBHxqpunsF1m%t*-6j@IR)-g~a}cg4Z(Xve zEQQ2-`py&Hx~y~}Zz`nr$vp62vL(;QiBNf0yNi|08D>9=`_ozGHzmK*ek-2x3RyeR z;uTTsZnAa8w-fO>8Rff)GTHf2lZ{@4=spsyg!>d0-L0k8%ABXqSUUOA2h*;iE7y}K zXD-gg;J&nfm}RE3Pet6TuFfLS?{Fx7e0Li_v#uoWNV1cBZsqqs z=7X7|RATpk{GZwIGpzapn>1nb=*SLF zz~xo3as@BS?!mFXSA9*w1;)=wtZ_VKzcrF>VDV0@Ia&XsjD;m|@NrUZ)_XB5ZG-2( zDBT;H)3i}py$>Lebx2=|MT=SfCf0Zei<2d{5MJH~?Jtca&G`NKFgZ}4*DCV?Eb|Sp z1&$r0R8C=eoHfRYw{3a&U>y8ZocYe3?6!Qtn$>zWJhBnMXWr9O}(#x0CU6nhzzzO15f%eg8oyCrW1*=+7`)rI+7v z_$4wVFH>u=_8orurg32=$olZEQ? zjIQ*!#qUutIUSBSVa0qJG|*KtgquC(ok&4DJ0Xi`k*^A**qC#5<}{0p@w+&kVx5|&UbfO_4FoE}cm@Od3u)D@4yOaj2b{eE$Hs|8`(gR7 zB)SCi7hvx}>^e`Zd4dcTVSP1LW%vCt?ss67M5J->oQ_j@Z&e3Jr@Q}#>rc`uYZK2G z6O#pNJ$ro!E9&R5G=plr@XuT5N`d=KkgQN>(L~qH?@XF zN4A=abvf~Hx&9u2$B$Y+n!5*c=p5~a4 z_k-uK$;EK`jenGZ<+XhM?1C8I11m1lU%m-mK(;enpUk5#hXh<$=(nv z3i!BSeW2B4Qs1J#G|ww_rxu0mr)Yqz}{zyK@Hfm3Wr5a0}=&o{l}~G?Wj` zW9M`6ZXQkZ&AU6RjK;Ws`Sk|UoyUfAw7ryX%+gP3_A3eoc|HFx zq~^0?Y=4r}#jpCTRG!@`lKca<9>uzOdi9#oGen#`5IvB@kg z=Sgu%*q)A~3-#U!>)!JBWUXz-`&;<=aI?mx{9%oL+G9aG^1kFwWi3}E+YB+S9M0U# zI){oBBmC8dpPxsbS(w~U{7a_(d^5_P>K^(Tgxf1=nH4lu$(qd3Su@^5?|I{uEJ>Z{ zobP1a)aj1r*#|VvsF1bOYiKu7%?o+zgZeua7JbN2-WXSkrgC-{i~}=ielg!T2=^9gKdY_I*LQM&?KAR~ z)#gL~o$RlCmw8r9*v@AP74)0)UDum^e5}?QI30uoIq~{hUe`)1Q?WQ}*>aBQ2$;{I z$ujycRzIiCl;pkHYxpv)w))(VjCI76Cg#mw(d7qrT|u8dICVR#CwE~}9+SP}MIe3_ z%`1_hEF9X9D5p6egztU%)O~uq6|%|7aJe`*8*_7tbXIlcWT59+ZwX6{C(lxCWv(#> z14d}=K-|j{u*>O{(smWyyPD;efd3TQolEbVl};X*y;>O~8nojlIZve)&7Wbzy<*o2 zvgAaAZ;i|~dBjUf%+p&=v$zwc$@|=e_m_a_r6ibwzw5<<%>CZb*IIfc=U6+MY}fMN z>OIFI&ncNbAvOK{i;4fiD|?*oX899YCZ{H4J$yYa=e>8nljc3l^{o7Zx;cR*=ZaU* z;)gV8ZiIS3&HkjBX_Q#bK1+;Kv-oGu3}~Z;U)bVv)=5_5f3T*TQT-T<%NaARcx}$D zei}=1vPFAb{fHf_(6F*`d;=?Y;Q=FYYMr`!$+nfwBl*k)yr{6)cM;w9^27J&INx8F z7}*x7S<*N?j{HCPzXSBz(eeadd=lM~M}8zmC9BIC?8^82>`Pgpm(04aRwhq*OSzLL ztyhW2g)rzLx_l4QcWF=!k6z^aYq9Tt*!(tK=IUb{4f>I3p;CDQIfazjgM6WSP03MJ zoH$j4%LqS&4khum8+o56YZp=Wbgame>}KW-mGI?X7!1|RiM*vMnUe8y2z*LFI_J-4 zG|9@AMHrapext;`k4XGCZvMg6N2*m<{p0cUWK1eW-al|=k6zY6yd!(AWU*t#ok2J_ zja8q6@2zm?M9S6v-@@u;`P`@O90QSy#fJgBshhhK%(Q-l{$Fsa#Up>imMwa!MXF}% zuEmZwN%}VHXHCO9W&)SOy$bo0kGZ3KNL|=${pNJgE=Jk*(?P2#g>sD6!MAwVc_FXJ) ziUFCEd`|Ctdr9`etjWyY$x?bL2fa6-^Bb*mhHNo?|H3yP5IOQKwK+da7NN!3TLi1$ z^;4bSW>?~$u=vCXa)=0*=WB1m=s`BB43CMlX-%FRS+j)FIra7jE#9uJ*I4dQym(VD zIp^d>J^q4qmC1b|7EU+k{EtlY^?s{3zZG^};Mzz8-b=q$q^UuYujqY_Iq(ekYl+Y` z^>ivO9m`8^)=Mkej)nO-q)0xL=kOtC!>xhCX027^;WaVjS9&#O;a>bOIaHr#)ho0a zX}hy(_SUR2M@n|ozp%eQPUPgZI#~M}y}O9{|D)YN=;e&ITIy&2PItd^Lg+BKW~XPK zU97^_S?WCr@l#kNE7$+Upch%>N3k)_>`!Oi@A%XzvS#H#_J0kh+iN^JXI5p6>i60` zQyp-9w(E3M64Q2CK3+`uLmu+Vxwk#}4<4fG`V-^R{UwXzDU20}V3Bj3Z)!^OHi5Kk7I zGTO`Pryh86j@I_z$Wc(bQ?H}g<`4+iXYU^7Mw`eMZGPknd4oO}v-*nE^&z-J?`ugl z7JrlZ=VcM+1TrS?-kBoFsiZ9p<-*vLolrT`y$v5oZmbDBejYs@@>AW&p7Uz=!Tn42 zxE%W1NO}Y=A8Q6QNjpbC@>8;1#{Zs&-C#)Oe4?S4as|G9My@>1uR+u73)v(tA5F8a z>^F-{Cu3aJpj9NG#O`0bEXHj}K{ChGxkTTnxhRu>I8-R}D9(>Mx%D zuHQSwn{m7%Cq!@5>KNCzW5$cPwvrWQvrz+e$ML9B;dTanAB1x`@^*w#o+E!lhC;@g zJg+{HoV(~a*Q}$WtDQ(vU%P)`LQ8YAtP)Ii%u-tWigssdE&241C>U)Xp;>8hs!T3)STqd$q7Tc?{-A~5hoLBO*h;$U&AEsn8 z8vJGypGWum3+$OJOxM!+S!I4?$5&Zy7;VqjPG$IIx6*NZd4k^B7R0SnA^RnKE0Fsj zBf=3Z^rk+?nFn;lns8vJsCB4oJ)rul-lpK-AlD|5@ee({B--WtprZPF!gv?i)A{@FBW+oHShhHt$ydh$KY^s z!mS{6SNzWU+14;U5OTA~y8s>&A(#`5@^)|}zxe`E6SZ`$o{eL(wcfA5H;&L^#+|ve>EuqbjQ93=0L1>}k)23W27~h! zt*jop;rcdGPsHypAoh)Zo`QTic)h}3-zC!oeZHVZqGt=7x|Ym)pwb_T8?{|b3vZM2 zDc4_v=@H`H4I*S#>Hn+Gs_@MFyu-zxBltoQdcQ079qDJ9y8nq;$?>vGYgM4|2Q+>s zSJv+TikBL913vrtJ8%AS+QoML zTw;dMoW#kU-5E#D(O%Xmk7S`f^ywkyJH3%o4;q@uK4_-crcJ%SGYQje1~Jo z*{%ffMX)UI`bKCy!xB4Sl#Io9_`4>q&*rliL-A#8Cy#2zmACa$#;hbKtIQ|W5{x{O zx90SgU9_Dh-mO=sGSA8W>S^@eN|$*?fj$1JMwauT{JvQFD*xUE&53Mrl31U&LYXPw z4%@r*R9aiBXz?ulo5Sc^GqsL-Os2%vST)&LJU|rg$+LTiHBXT|Sx*|931y9YGS#%A ze>=!;5w-S+7G-%+zVCNc=0vlIqqR_?fMePH{3j+C#iBdNnQY9PNt<(`#^Ka6bS?tb zC$#oOLDZWfmd`iK&NIdAam&+>VthHg>;=hkK8KSRvC$Hqc$ya8fXx1?VY4VQ&E(PC?q3FOLhw_5t$|Q z`oBNl|EpK^`+cAL+$NSEPJ`?wKJWru7hzcOf`2X5_iI)c*FY%m!!Kfw`D94lny<;$kDXFK zp}zQZhp{HXC?`1&B56a`%eSDT*)DU#KvG|ByuV4el%&gjbNZyPHh6}12fDu=26fQK zT)%DSlV|bWJxTqNDAX8|#qf2l{!(>2nYUZ8Ql9y=<`2mpevURL(=bmm4t9T@>!v2% zHSGMZkslSo@@Dc7vql@%$dmsq;$%-F^rh*wMjXpB^Wkt0e3Hq&HB|P6)Z=(|AdSv~ zS64GZTRlFHi>V8;f5DeCJ9c;V#R672v)SCA5p->)W#;6c=<*q4$`z1566V*_=4cY0 ziA~c)v)9G5g}8Y;Cg*+G1H5Sf&Hf_gx42abhJX1tS)RUd?LsWeQ}d~inu2Ycp#B2B zmNj}aRvfC2h8Xo68?}Y}C~K3CFllf8uv_%c+y6d3scNLubH15wqs?yn(td9^r;@~S zXs&@-8@#QkuaeL_6B^lBdM|9RG~U_nETdfmZ0%}B`3KV$vgEt`df{06=} zgiS_6Z(`DeKOhPR?_QDZFE;QBw)E1)D#FmCuNHdA9ZxDen`N zQs*k)Ugnd#4NVReH%hqrE1jPb`7R}GvN~p8@V)xjN&dwc&cYTX3E0$@^9WJ9pD2wajx?@nh(|VbryJ;cHgxOaIgi*bd8?%H{o^i3@w7gFrKhbnrBYe7~s-%hBevnm*57 zbq> zn+-DQ6&Lf4D*LonVc8kH_AU|W4FA5#|L@WI(*pkYvqpUGXuUka5@%p@SCSv? z=S#68vsx;8e8oCt-JK^Ojd5;+_06}&K97|D&ulxBN0uVlxwPM(pS=m6M`$pKKlH@% zJZ;W1pQgNMU$*?FWEU(OAQEgavrQ2jQz^6`o8{@rU`#ofoIPDjHRhdg&fdvm zS@a66erB=hSal5Dn)v)2R(qazPH=4i-$~4#hb76=eiB9`zwAza(TfLNzzb`M$;qK{ zrM5X|op3r_MjMg0e`GPpP#JX_7W4{5Cu->jW3aHxDoPgCY5u$(&9e4{lhn( zCh>GLXd`$2N}G`;%Jp-sUY>?U_P(d$SZcg1XN9A2B-!`gW3TM>FAtM^_f2(x z`!P39?=OezJJ33tlsC}!SssvF71zMOBWY$@H+;?)ucBiW*4c==3m|$l?@#5ow!AZM zR$7a{AM%K{FnJlb_rknAc-294t3}o?@U1QBUc|;n$hY48WA(b7byF9-3jPe@0}W~Y zfY$F~d2)zP^T{+LU96wM+OOt;wMdm3d3D9QoPTIS=HXgBqur-Gs5nk$Kg=qYN$$&+ z`QadXe+0iH#JFSia9Ck2m1hx0u=TTK+vVTJMt_C2`S%~OE6=_z@9A3nhX48IyUdLL z6MmfyuV?6(ec>a_i}~J^RcQ9ze2!z;Yka-2Qxm7N-gaPlN8CM+&b!ExTn4Lo>y7%~ z11hU&G|x{Ti372Ap8O1A(|kAD4*RJPJ(f583%yh`97~!~Z1^ZY-%0ncaG`>@+J$BF zq(0A{=izH3apG0TWY$>8zTHK_cC69am^HP^lbn(wPbnDR29eY%$^L>_;$AzS*YxLh z78#5;d(k|r?Fu5yL|&D*L>K6}5{)L2HkEmj4YDn{|KSzweUdYuSCXQs2;Gb9ll7FR za&yG-DSA4ZHJAGITh`3!vAmf&oEKf^^KbEKjeb9ZY~G?&@c$-q9LGYtAySH$tm8>J z`c`G!Og+GT#eJzT?D?8$v6=tlPwJ2?*vH zZkOXrvOS*8=LYh^y>M}q(NEwBO)x!~{hP5|Bbbz-k_uV>ltA~V_(dR}4HO9jMMBGq$+S?^ocJyFl6 zyRsf)l}Yp{$y2TH4gQo#!SUEslb0fXdI!T25iDmy|+oo*!o^et;bOI}U3H8C+^=H+8^uCHV{qSZW+vLPk z&OsbO(v3790?S{FIM;kOfV|)FzX!4WA*}ceikH!R3wsxX#-8|@UEV#+AYanvB=IJjGV(h23y96pve!Ey;jXxv5&Dw>NB++f5x4ySpERKU)0B&_x>O7&;zfI*`AeHcMchQx_kTum=S4wj%qNFEUO;{{JJ5JL~OFk^L%hvMD<}!KUBp zXC5hg;n&$D8%^8ZR{A}0WiTF3#rz(S?Teqy@Z)09xF0_sChj&9cW&Wpz1cJ8?mprN zTUa+$O|mcVObkj^yD#+j8$P_C^&+U|*~-1Hzhlfx=$ZU%w~HU2ih4Oal4o>Pw7Ffx zeO@oAOqE?`d4rbowL`_^74ANUcg)siome#+qPtkDIyu|oK{b)9zIEzwD~DY?e>*9Y zh4MOMBqv8@8rOkoDyoh(R`$81?(0zO&fd|7X>tJWd?{28tl#l_@jxf;4RK_E3XCa~?B{NhM5_IF2PT+KZ7I9~2chV7WT2s86Us)f<7 zD)>SpV@<@6QZz0Cjbsr?#*E`xs1vK?Y5Y$egJ&3dvklR*n z`X?jUoh+2Sbsze3IZX48^LX+!#J=;$oxSH>^!7O%Yq~RaXkN#Ps^ZU1jOat^7f7)V z@9NMbRS)No;6xnhz>iClVip-wM{yfzPJ+@DS|+31S6cll1~)eD-mEfG#JEg+8pdmn zqTdp>`W~y2LwJlhw-j30*>skEc%L-&6lLk8^JtjXh`mVjPW76 z{pD(W<^wB=RQ^qF#w|E8k4#%>GY30zA}8zdlKNSSy+h0mTiI+5%dZkA&VlseGm;`CoBIKf2y!y}y88H^PpbS(_meB|rBtcn`7VPLZgZ-j87IRB=wt?Q@|~9d4IEVi{eM?dTMr=A8D$5Pys{lczK%{hQGv zSyZ2(S6}!g>*wD1npH?<&R?+UJ-@G~@k1<CqBy$GQJT_WGUdx3I)+>(XcFau9iES+~|^&#kO_D%}_J%+f|mR;G41 znAP{E*fF0q&mi|E9&n)%@;+!e94{pK>6kkVmgnH*lUnA9#HHqpdNfJI_z8-;Frh0x zWXJen+TCT;0gyinD#;?&4j0$ztud5eEqL@a)+|Q4vUHtBqD5?zT(aZEp;viSZ}GmG zICm{}BwDQHMJwsrj4exxIAx9d7&cB~gY)ros%Y{T?ayG#F@+UFa<62kQ7e3(M$6>a zol2(f$q%q&mjc`nYtWaY}0YtJ$Q#e)1%HJ&%0Qc)hTFh!JOt zq=)M(*+G*lr7W9#>&ir$e&b4a^V|Y6*>SEkhV<`Heo*{67>eJ(ZZh2;X1O`+ku27G z@Ue9e>g%^|B)&_(w~G*Gz^NN)lPlpr9N5pe$;)@4J9DD1Ib3IJ_b%_fganImdY5ri zhk6+MeO%DK8ocf^+uS3vT<7{=5`IXl$@CcugIlbqw!5>nUWdS?0z^tct_UtJG-^eb z-A4LH+>;$nH}Qp%I5(32UBg=*C2!93oUfm+$enrMLG4msWwofhob10rZg1K>0_9!& zqcrJ~B_TO{_AzT8=#xK0o!YEd3W_bPsUqQ2_nyKdYO>LI+?vemwijl_HaLGZWLxpR zeZ=GJR{317H?U+)mYC+QH{A24*jNp#pT(*<{JxeuZe#WBe7+8A*Y)q-IC8o*%+X{j zt;O3|d76>OL7qVH4^gjZMsgszK z$A8oCaIvGdzeC{Bjo0n8woKmL)A@Qy9=;bWl9zf9y(jxw>YWZ?w{m~1Y38| zxjJrS5A%&QU8nDF$-I|{xRr0e$`f)*uo~3vEqWYA|C(g{42}=8=k@;PnP@7-_aRF|n&sI`GQCd{ z?~_3?dw&M&|71E2_S;7MY{m00=daVq)|kx4iz5TDw}bKfn$vEB^n2n;b8JWjkbBwn zFW&qDn|=z>%ShfEyFN1W_Mr8rESsn6tx2{K1FoV?SKjr9dpBcR2YjxN`xD5W-OAZ# zei^L?(I_XUb7nPlDrS?dC}!=Um*YwCC@#)&$I(3VC-Et#dYZZObiP#+{>kl}6DMnZ zOSnP%yf17{q8I#}y3EIj{m3gCvH!nx%rmww&`1uBd2lHsUepr{ zQ|s^*m{-QBR8HAK$_fxYfX}bj-&IEK#?smGl3jSoVYH|AKj7k8OxoMXIj?*_G>CbcEY2o_joeoj>D38_s!Z;bERP1Qt{>&?%u zV1r_2i&=hpo9vCW=thDTdVdkVCyOy>@||<(ei{z{uEkDmb5ij&oXM*7a`W;|Bd#%@ zCPP72^5q*t^0+;t?Iu2c*70u%(Kj7pu5a!AkQ9)`K=49Ex?)V$lZ-yqhPsN z`_$;1!5flA{eGNHHni?If343SgyY++c?4^`WTg8^lU=I68Z)`}yRyjxtX|vSzu5jj zF)iQri$Qpr7SG|qSw?)2O#S)NF!H?T&(ruYm%ce`ns~3f)Ky5nnrb4} zrDnRDXuDd(O&+o~d~7_%Cjadq+SH(b>ep`LtJTGrW=720t0&1Zg1sAIP->nur0WGV z$VtMVu;Ulp`;V3TLi-{;wiB@rCT|1U^@hohg$VRKZj9uQUB$HQL>r9j2eac1`rbqD z`_nPmKa)j1HHNd&z6}44f^lkeO~H+UQ2LNulgT+A&$C9%6PrJc|Eb<;()@3T%_*!& zI^#r6*fqzM(r{W2=R+_dE4NeqT@I}oh1k%ZwyB=;ULhK#x_O>pv>gRcU-nXoUVEP)zX+pLUJ^Xey7Wy1+P28*q4Y_ zsWCH9j~#LBGn~v@hfgrh8S((iTn@SZS9#e>y)`$*I{!AOa0 z2l0o;$&+VlvqY6I$#MrPCx6u4B26zg%-PD?Sd#pa=RjgT96R{zF39Z($HUyWN#xsR zoa0FUppic^>QN9#HJ*C3t541ietsTenbS7`;A(RqxUJy21=x zOS>KV7>kGfVVvxWnL|Ismifm2L9g@KVWdd#y;=EL5^dGrp{}Ho&m24*fGuy~Sv~%F zJ6TgF>;-;v2+Jj3d_Vo)A*BJ5996zO_Z-SL(-JDLTCX zr&GvrpO)F(_alGIUY{rNc?>Siz~wW=u;O$+Sg)I)P=y8yc}xxWjPY~w=-k7KCu*Hj zw=+c5yv;a~-@gd&GhleWc=3hRLvLfWW9Jbx+Z*Sbn4y>8+lhSpJH2ecm{gsgAWq~v z?RmKRhL~EFj2(I43}f!Ystv8e%ZX~q!}t<=4-yZO5umK-mUFC)=)QsE;~=)m+PXX) zmay|2a=k|H%keFlaF^l2a2Qr*#od_xgE5ogpoWOoSKQp;^X>Zhi2nQPBYWRAx#wV# zq$c!Ej7i4$S`d2A+)|Dvt)q48^i<)3>DLhMF?vC)Ej7^ujzBf4^HO4i@ zOg+zJ%{T?_1Mu=QJj$ELoVUDLFY%J(h|JEdZ%9>=l^Q^B5e9bFc5j~~m+c6W?G5SM z;Xlj_^R(6zNI9FV&(VJxq#GLRYq2dAU;2=LZ6S7VBEws({UlzO!2IN`&KvDHJZv*A zOu)|7P`VD%o5ZFC>`@Uba)zxq>)eQawc(a;S$7z94{_@*NR=wYzK?nG-OwH>>itOa zO2)b#>i6T&wREoM8&N9S>}ItIJpVpyFHf!tW{vXXecPw0hdKpYr-+Wp6YwPMUtsgK zqGJc#I*|U|c=T31-T}b_pmiaBmUVRrt&-0tS%)X;;TihZgTl{ZUf$>KWcw06%?`ia zKC5Q6Hd!>h50~?9=17*Qt>3B`l*$qF$zBG!)kNS*P)J6I@NtK`_j7+D-Dx~xI&NM< z(o=mlTr_P$_9vi|-Nnh)SR1-0__Ua(3YTF}D(19dna`|#o_0@3zFLb7I^oZ!u>Dl@ z98H%g#`{X!ZF){F!c>{8LCg8(rHOh?EtIz)o>O#JiRk-_wVCZdEX*70Mc|#T=A`;L zRt~G+G)W{nQmmaPuJ<)3d}iE!Y*e4Mv#0GX_AU>h#bh}d#(A@miW3uQl|6hX!t)hY z&nb$p@o#@zxzeXk8S5ZEHNt(B_0tNM&S$apqzZ2P(;?ps+8KEUZd_&D{(9~~r<|yq z%hK76`x@IEBlf=|+O4C_4-mRgkEgPFsvFKBN6wiyh2=CBPc4S;S$`jEfK(n|hoQ+% zkb2N3xPGyJhw`gec~A{MZ-m{4KL4I9b!c#!IPxobw)*rnJucHzf1~8-!g1_+BYCej z&*nR5X`Yso{-5L0ZDPgVI8#9cyIORaiMy%$T$_}snm8Boqr{%CaH$rCoS^knEZx}* zk!P2s&8ib!P4)O>UkfvnSMO$?G+zIecz0?Vr!wGsT76|+xlfPR!S^B-%{!R&czLr} z_&ketaNkB;?#!Bd;KNk5ctL#3Dj{dTQm=j=yuE@XEsUL=+#AU{POO^BQV)w!i$twF z`|HVjt|RvX@vRa>rm)O%2$W=*Vi>dpV%alLlrJ`7om9UVO!HdinjWxThs{&)dmo=P z(d%G#%y-zv`q)giwtOR1l_$Wxin|Aq@@FGlBQku$20eMfPX3j(K?yPEZ3xFhXVd9f zb~%?k$@e}19usgV&(co8szz9MyWfA}!O3@i1tb@-=GWM>z?eC6a}_&2&8NF-oyzCQ zJy(WrRo@~jfdpr`(w{jJT5gp2eVpEdo~qm#$e}smUv67 zZ)K#@F=LZC`&amWgRx^F(H1tTM!B38dBggQo?qvohv|EpZ#OTH@(8GB7s}^G8)t-6 zK5gjFy?pZvt@~hiSvL8Srl~3MDI}Vc_*mDQYLSyFYsvNut9?e=X=K03pZmm7pvp?Sbcqme+R&1zAHm{TP-@SW6P^~torg zvlvr@9Y**hHRn@jths0~OuwnR^8w$uz7SWFgSwGXXNwL)p>hSZK4-l|j6BWQ$Wtol zXYzXjR>) zC-Az9FgLm9estHt8btmje@tr?%JPuFp- zujX^fLYB&5OSG8}{j6e|@9{SB$movzI z5KU%6s{`C7VMCr`)nu=F=8g???x?2<7`2QHXXDfSLbN{3YTZ*-HYQ+OVR%T z<2}v##jG)Qi$CkhRgq1ypXObW=T5kGz?OH(T#VFLu~Md-VUdEp@**N?BQsbwg z`27sb_9DS>sQx12-AJbFD@!$~oAB>k(Q7-&YGL&%=(RQOcBA%pb(&FD(W{d?hhY3} z^X>7tvJGSZAmJH$i*GF>!w$XH(sB!VFNJ(L{A|ub$u=>QhVkxyX{9j=!3Ce(m(sDZ>7!qB)S5=ImcNILZ2BaXYlilA{kR} zrDG#(JDaSB8zDI~J8IXTXVoy;RB>Sw>wO0AJa^4G@v5-u1<4lf*@QF6LR;MLRYb6F zU_KP4eep2aSCT?LgOpVLCF%^i$$NLQ&m@!o#QT6}0ojRw- zvfxr$Hf5DFcvWWoJF)09_qV41KKi^*bJJ{U97TraSD_+`}uh-a`LXe@l&z*4V-KW!{d$r79Kso z%BcpPk$SQJP@Jqlf+JYyGK@=p+B3wKlVSD{{j>jKxoGyJF|z&~AU0Rh^Gu9?R_j&T zy>E;uzF}mS)He2LAclMenNP%**PwMKt3QU9pOC*B=9d!f4kYO-aBXXjug@ow#o{il zE8*A}GHx(d>K<+}@5LZ^hw!QuiGxMB=9cP(8UUE;Yky8?3@oF>CshE8pS+Y;-!a_8?Rs1$AhLd8v_JinOa_mW<#A&i zZ?s{MS;aPG^_!eVRY~})w%yt1deZgaJ@@H<7&djaa;m5I^YHmr_#6zIXZdSuHXmT- zd!XPW?TomXwc6AFZ94724twe~&&zIP{eI%rTEAZ^emrH=H8g1tjThbhn>P1}wfB;6 zDVto*zSZ@0lM$y{UHps(@4(;!66e`{YNdRt|82%UADjLaq4QMp23|jtoHKd(3|Q52 z|3LBkb=-Lg+wzqDEdHO>UORnE5xHB50$DX4S%}ujirEs*vW6KyL zdv8xC&9~Nxx9K-on0kvBKZ^?Ojn{#Nmzf;~(q*n0_$2z~xz2oC-300T#gDC`Wp|Nj ziIwKHyy{?c`5>#2Q{g<;-&(NC8NjCWI*Z45;umd6erx#6fCN|;L&+o{3)j7ebIKfUC1s& zaBC%PJBd6e(ta;Ku!{zlVt8wq57BO?K2tewuu*o3Ci7^riFK2+DQ9IWkaVP843=Ca;MOgezAN5f|fi&w{+7TSKJU1>cWAl7^W_dCS2 zf3$5yv#Kl|0?Lf=$}7^cJ>i>)r|O8>0VY{8`EB zIi0fw5;p`}JnhQbbFz&cSk zC-ny7-%8SsqHCo>?7Xlr*Q^j9Pc&LG2^Xd1+v9EoP*&~DMAvDnthtdsRZDjQ88Np&30isxg|tFHUj zV8?#gzJpXbzg)@4RWa&F{j8$xYI>f>k51KFBF_{NEp^dG!mOE=+1GN5|IZ}Nd1N~j zFWN)?B{I(>$pRz%Dn?Dw-zQ|uv$lmkJD7Fn(JuM(vWKsZF*fpTl(+h+8=3cPbH$@`@H(g3e=~dhe-BqPI!-e?Ccnhfka`^( zeqj5(aA+Z9PvRrzuu2^gHzaM|LXU*vwffwm@BRIMmHT$W>vnM`c}uhJXd-O(oe$ah`W|k?#JQ6S`dy^gyz@AgeUHV&2Vl~WCFY4GU+DJ%b98z79zmkX za2lwGvTz?olJPjdf#08{j~8J*O6#8rKD$)w)FpobdPj*>uZv)fS!JlPpYh4-P)I(D zePOZ>&5t7Q(=3&lV3`?rJBk0~yO+{#KNj6!uK)ke%ywG*f*E&+iwEOjWzl*q3#_6~ zD>FyVKt5`Ww|UIx=9mg1?yW}38^D~Y-_O;BV$&b6e@DMvaPM9yJ?=@^%QfzqCSm*eEl(?~#40qCRs-9c9`yHI=Bv!SC>LTrv zb1SpY$9&~cD3+yV1qeUN>SwWKf0}GC#!Oz?*F8Bg(4O5>hvo*{s=*IZ3H}hh_Jnj> zJS{8YY$4GQb{R^>?5;meRQr>pSJEnx@j85Zly+6{^jh9`XaA487gU2jXOOY}J&<9^pFdwa7(sU;r#O^(FsR5>{t zOWtR#YJOhJ14ipVUNaODx9dC6Bl{AsFve|g7>9Y;iJV;J-|Ddqf5;Bru{Mh3IO4~e_O#QLXSv7B!KEuzO z^sujyABM}Gey`8tQn7lq7(RpaS768K#t09;D)?GCv(#2U&2ZnLqF8dOPBptUg!yai zo*gTTc)?BBwy9u)tZDwx_iizEj9IJ)U7Co}^W8U_|Idc@L{>|Ur0jOqlWv zKX~4Y8Sn78Q=r;Nw8*oi?AN)UMr8_f!#Pm=oc^(AZ}I(ak?Jqe?;Cc%S?@K?s;yw3 z?Cd%7bR&DrA}I=tcTd-3`_cct26H`W_W)2*UMU6Qrd zY9;RGWKB~VcjV6{S?C=2oa>(KAU_qRH@WXa5?v;a)Mowc#2zR%_9nrr^i5uXRIx6@ zJKu9}DOfj!)NB?SN5*T7ve2iOxF;0=c321X7OP%?Mt^u@@8CJmNe;AIMa0xr?jn{S z!HcKk#FtPW4VBcdexIf{i<0X^&GD?#NX$3}Ml|2` zxw2@~%J;lOVUaA7&GcLnvkw!Oo)%H|hW?d${F_8?@#SK)e+W0ecjZxc9>A8#B6JTN z_bl+cAsuVu&IZ0am(>R2MZO&_(f9LuXv#kG*zimJBv0l3c>Ii?%4j>zh{+e3y;pgP z{H1;_$JrM#vLq|zBy$Ozc)EbnV_3NY4yhpVD&)T~pSI!a$=Q6C7OA6kq*2OQ12w_4 z-6YPNlyT&#NUtmSNPjpD!^5Gxs=8j1m*Q%^_#xjs&b3o`O9@(L$5GyWTo1w7qGYP9 zmGpTXQYME&OEx&zO!x`CPr#$)?*9J{*5hIQEz6GA^K_#gN0wHYo;*UYk$ot!O%2kzT|Egxxj zlz!{rSXX}D$+h)-a16d3Uhs(Q$a@~1_u@ikuEeqrjeQpGy(Z>9sE_Gdti{~oVo`Ux z)rHfS=Du?vyGFlTT`!6^=dyca-u9)~R78(IvSt-A@OYA?KI(g{_&qHW=Ta9r^H!cB zW&e9^I@}Jm6=LP3tef4Li&*R#b8B0l-cYdW6&Rg!<85HSlBS3AoW5{K71`tioyWRG z@h|n@%hI;FNYGtO$@9;dKKTI3Ls?)nHvOolB6P_c(AWKb37KxxGPNkTks-NMhOVp$Ic;n3wxsdgW@uSuH?ycw6KKn#J=VDrzxfrL4_^Beicf+zX{(MiG>f}h3 zjY{lZP49QYc)QkR_)T_p3@@xS$I|RG?URpj38}lW;jtLd$Gxw?KDCa<(Bw(+beo>0 zh%8IUP_p19*TMUDTpWfOr$hDx{{K0&t7Ay=wkCT*X*SFExa=~8{eCu|*u}F3@Pa<>N!7|P z-8C8qs?x6pOr}99r$T1)(7~?0q?g0+>KR(cbLz20Q8DW>*Ul8tzjy!luANWfvSj&z z{m<9`L^2+wL;_@Pr6?gS~^Zj<#s!W30{lC+FouJj5 z%xAlD8>`+->Qs(A!vAx5Yh8AJ*C@5b%TjEX+@%7qV{z^Py>~Y^_r$DGcw2*wNAtMNVp(~3Z-U+e_IuFGHQn$1 z$voC4V_j*b?~h<{ErwOH^2ztPu6}Arv#T*Ey8~Y%;rfEqL-6J~zJ3TjlAo*xw$6*~w*)tRi{uUrn1-v)Z2)KZySWU{hKo*sb>w`1^zLXVJPCE>)s=b#}Vg9gi7% zoSEiDeXrD8Pi;=-sSiVZFwZ<3SCbR3EqyM+q}3Q!8&(y>wCUtX{fpF7D?_UC?k@+6 z)L?iAQ-(YC`C(dIgaOT2Wu1{eF~Vos^@eAj4{wJ|U7W1K7O9MujB{VI`w(q% z+NC!X`(gh?T&ZgOR6(1g_mQ}ke50v_o$R--vhn|Cuk1m;5MD3AYB8?8pw}m0@e0I` z7EK>xgFY}h1A}_eZi6}EZ_;PS^$1Ab$CKBHny0bTjWDR^+E})J5w5GX%IVq#{{LR@ z$;g&kvupJg{LGpqS-bNTXeXU7_ESkcq!!Z&Rwms=h<@aF8BQ-7xvhTdV9o2|cMT&R zO0F>JDA-ST#}W8+maCm%Jl!fW83)hegN@;oGlKDyHs-M*^v;POa14p%1*}q+Bmg{ZEl49>->C+=1E|wj=ZgD z(1%ocs#Q#n+0j0U#z)cbJN?!0=Q?a}P|&817N6sBas6B*4vpq#Wy$+Bsgs#LJ7bgQ z{~$fz$I_>gtfxryB}-26`%7ZtI5M5Y8%FW1YGiGv?ZY%KAsYXphfDSU0jurwS?V^g z=SBTVbs`2{Zk9QT^f_sIIDNl1ljbaR3GzN?F3jH5hsn{5-SU+CckS{Xd^kN@m=8{c z`eiguPUG6VyQ7wQ4$_UbsWsDB>`KP`>;p}`nftU}&0n$)zZwf248?A&asWgQ!_U8r zHh|acO`FuDdJ!t4X}Cn2%)sxkN=4l6rH9nTT#kv~@t2mcUuk7H2*YwNG1a}RVD9z! zy8FZQ8ZV%Ot_>}yspZND%UY?zuElB<<9oqBAExe@`IkQWC90@l< z_ct?27xsCW^v!W-B)+B^BaN{Q9*D}~Y$!>PGvkP67FYxv<*{IyJ;lf8;iRG z;GUY}sZsbFtacisr}fBUcjcshL-$=ml5!$nzQbpK;#s2IG`-9ci;{I`yq;@nQx`wF z@q+Az+D@`3M2qiv#~jieZoIkfE5k3cD`gc~2J*a|#^27K8;xAVeJjau9>$i#++-?B zmZDl@8^n6o;7fhdT@2k<#fM}q7|*jS!uVJoGL01f`RQs>pJMbLBu*u$vvKKdaqKZy zYZ>t)5%@aVcgEdD{?_pGOg*=NLoq+i_vuPfEaaKLVovtc-j~etZ|0I@ zJ={U}@ zwOz`(o5g~BGat*ha;7|W|L*Y9vGn-^-r3=lEC~7b`6I6Xsiz_kz1}A|+cL`N$-bFq zNtxGcv2{}#915A%qGNecDZ72Q8~0N^4ui&YKCl`q8`5ZRZ7$~VbPYno(UY^>j$wHgT*i{`h}QxuokYs_AvKscmWF3e zNUhiB4iY8r)0w_QTq>qFEySMr?(M)s*OIL(soUcJ@2p(P9VM~l39@$5b25f>Wa%4d zRhQ?qas4}b9ch+X&WbJZac?MQe!Lz7s_4B8PtDov!TL)U_|~|elX&I%czu!aclvD= zhYl$`d3sq?c|kNOPpbu_d54!Az(0C;c9Tk@SK#F55X$r6@@#dzxRd$n3o<8;rNUoz zGTzHa%CYqbLdT2D6!%zJ?#BM&&sylD)ev zNj%k>e^39`G@m?Ar_?`u7QY_BhX?U@99=eH(n8)6l(YLi>$x}i?fvkYEK;^)vyP(5 z2$)V1caC7e+3w$H#6$I#Ofe&Iq#Zpg;LM-K&3E0?Y1f^{4acHE{Ie{p48iZzz^QAT z=f%pu_}>CC?oTo1C!7mU{xpNn7w?~?{d7HU!Ik=?+M)d{4117n#dvfBX9cKm8iRMzdS?CDw)Wg}i&MDBNEpEeF~8WNgoC2Z|QAlJ+*e9cR>hj~Pdr zsm8v7WO+-S9ZOruUJth(a3ycQUUL7hEI&sCJCzlF^#9>JqCG7BAw_olzDkaP81aNz zZIV03uwVlcrT)vGT4k;MC0?B8Y9*HLL#Gq4aXUs&(0e7)=Cs&>{AM!*4%Bi!sqV63 zPIdF`=9px$y@6$B!R}<5BoEm#-aQar!_2xT_`fua$CCaPO#WV93)w$)Bk$DW89(1{ zw7fOk2={7QTrHk1hGPj#KarjDwD@nVyg*-fn0?0kWFOkrWU=J_UCKL`L1h-+Co|nr zd|k^|_u^sM^^w!vmzpPP=(P*~dmigf;hjepnAa3Lx0->I+qW!Ry-nwK{HHlaWN&p@ zE5seF@c%s-oiMr_3IEdDDQs5H-?lVNrjunP-l*3*3;v$HriZh}L+<<)67_iVzPOv5 zM_(9aG;I%b?G)aV3IKb+;CAb=^GN+SpUj@WZ@lh5J!r()LoFt`eXNEABA zupL`{Y>ZTjpGUrlWZ7YqyZQBTczmxuQ=c(sd8?D~JTpU{_x`F?12g4I?wJ6`DVT8! ziTh}k9c8D}cm|}e!o-RCDeaS!A@v=rPW01CEUm(>S*4~n`h)bJ453pYdaF;~r(b2` zW}n=_Bp6tjZ}W!o5YclOxvtbx@}nd>_t_$8awa8vUQGzMV2N57_$;Y%UbUssj)uUw zaQ|4ZshxHO}2Cx0Tu!c%z zv19u0kCVEOdJjA`%u;GVf{YQ@_F>ktl&Jizau*Wvzo(A9I#w&~O*)wwnlzSVY zCXX&9wv7`9lYJv6ow7&&MJvz7{IVPTJL-24%-(}$@~hoO&YWYI$$Hn}!fc#*0y2qC zZ^JRWl~T1lnU5EnQL;BG^{L(vi=W1feX#i-J?DGYwW7*J>^GS;KPE#@^1Q?f2h!_W zNc~Cr0jzW$X){ar(Blqc&BM#CymYtU&w|CdBHW*}%iiZ|#>}_2jo8!%$C4AavDx@| z$aXN!Y7wF|H1fTCJT(92X$!^nJNeVT{N;We-QRtAZ*&zoQwyjce=WkwR~uzGl)8{M z??21AFF9+6@~kp6Pp0(mjMD-V#m%cPh(pUTX1w-g3%FMom(Ru9TcCU#W+Z25WfA8= z{x?DN*u{?TYq5|VXOSZ_=TayYqy3)rc+=?Ft&!Y3sRz`MWwV3yTbABSuP@TC3rntn ze(Lq?bma_8NfnM?NR?Wg`-^pBjdHIQz%q9v8|>LWO(oZHqQE=u$quCC%gmnm&RF$5 z?j7!)-Q-!Iua@{%Q>z;8sA)x0mDep~ne05MO;T6I(1O7iZ8 z`aU?5jHNTlFauBS<+q2>t%SBq$k+gGFT0kLtNZG2f9s?wR>4zXHCwyK#Nnln@noFwlDGK;5ww|h*->>j2CSp`Bpl2e+>2>GoNieqEw+Asj!$Q; zIRQ)mz?qyx>#glY7_lEr+ld-^THDuMk>fEx?=W7TfejTKnn2}g68!F-{a~;kpDX3= z#{T5Y^ji97h5P`fk8;noka&-5c}CQlHG9$f28dVX7tQGNDi)qWA6$H?rhyWAKh zSSS^r*ZVB_O_LAj4wC+ZK}YkuFyliV+=6& zR;0MZJa_?jHnLfA+y242C83pfAcG74zE9ti^!^Q=Ut^52Br31h$$a+%k?eMn zAX=~W*&NKe&HALY-#Uo$C+npYL^l}cSsZ(S-E#V1C&t~u!}@ELJ((wn3bpB!nm}DK zVGyi$T5XqvYt zYG!7*Qy+I=dG`h?G6qrXq}!w{I-8^VZ>Qczr~|ci{9d`L~kkv4TFS z*`8I^7JS*;IM3*PmisGddk_EkoXwK2^)L47gm?QwH#u;Y&@QvaFED?C{3|i#U))GO z^bvgLdR%>+SNx`@u)Lvm$!&Kj9$d=GMM?dX=zhN5axVP|)~rmrMAe*?8$pX2B+r}C z_FAqYLvooUb8CAoo6_|Q4YM3##up0Y^u8-*9A##=>|C_j4mA{?IdgDZjPVUVrr7mxtL(yoQ$hxwi)P zJjY{G<@a#0EcpZb^4vEe`kFCP_Vd*~UWW2?*~)vVTR3ykpoVS|3X5A2IL+b|}V5)%fR} z%d&lFxePMLLAV-rc63)ivi?}$*$8^oCBZ8^<#(f=4zVj~Ik>>aT`YD1q$c28vNH87 z%$`}FCOc0TyzIkkN8wuuew@sxE$P;u9W%e}i&=+|V-0WUghNNd@(Sa;!~Z(dp@PWy z5By8}`AU-J9NP@>brEdNf=J%YK8z>p;4&X#TUavBCx+wNAF%z}zhlUsrzyW0FIhPD zcIQ#poHuc|={bA7i0CC+X_Crtyh3kl=rf!3lF#upe9LZ&Bh4O7NmG+losILl`}Wgg@|*Pb z_b-xd7GXMQpR>EkseXii-(`ub#I4=D^A46jlwY=B!>n48gE;f&_bj(i+bOPW)o1!j z)y50R(3$il#Dh~v{)HIgyU3A~L6wXIh7;+Q=!wxlqr3>ia~CJe9c&M|K;n6FC=Z zU6dvMGg5bW+{qr3Xq_r<*?E@Qm8XadPl;`*H}ny*Q(he-Z71oGT}Djtl` z!zKDo2G)_TF7i#LA3X1(TlRV7OnmYzegm!3NIaPAIYV{1@m?hJT)vpf^eai1D)EW; zFB>^oua>xy9Ltq4Y!HuWYpm=xypAta5rOMsLRfyhbxlK2_j-PpiZLIMZ6gd0HLGTS zYjP96%9|Sa_h=F%JLmq!{@%DJ!nU7#p2pKLytan;bvSn9RC3m8!|~?%Li9bznlH6$ zA7J0SgFK%UW%aZjzJ1I)zhlOidhg;&-ecuN(pDBIZ-gc^`&N8-UfWUnSz2IZ>cos9 zK_g@QPOJUI!N*u4wH)3vZ|51?8AjR$ulM-hMEd95ZV5U)f{Q=VCY4&R!SZB#yh!_3 zXm=c&T?KP)^yCf%QCSB$|c`B(`_)igN|j$)SfIeU^M_LuR?nV8;=sz8<94r_p6I@=R>C=?w2KVZTn(vr)5nxNd@6LG`%kKO+gueuEen@Mwz2>(H0u1TKt zM@hXHCh^5iew#}A8l?Y0OwEbV8GNuPbeHm^VWP(bqg4@epY(47vq@D9J^<^!W4%}X zoTrM7;PV$GR=Q^dCXAxlZho2*8_&45m38Z|ZZgMg;_G)nbC3wO7Ozf%Q%;vp<-5B` z)LOgYv@C@`N8@F_(d3NwAo%PeK}Bt@cUNYIw&Kh~KHJXszhJ3an9_ycjW9DN+U9xq zD)VJI@=oy6FPQun>2^ZzS9-pT0~gWkOg$vK_dGE%l`h6XWH}6)80r&@QggWPd4+W;@|mxdz&4;@^fcB@6i8yP^!k}J+vuj74r_C z%KPAZtS`2i-BLraw0=%vi%YON8Sau#WiTX)k*Jt?`CIYx5F_V}#UOFLBWd38=M&yh z5>K*|v@yhcX!Qo4*wgO^ng8mu|1z=ePsr`fmRI0*YStY9fs3K^H)MvnvVeb$#Nqq- z^h$nyJY4Hx#6N{Od4Rr8)bA;DYQ>XMq4`xZelGfc&`CO;hR&X zH?q{-?3{|Y^>KE(HoxFRp0*t(PP|(1^f&333{i{V^_X~A)N1iJvJBMIpW3`-j0?@$ zc@Eo;mW_>-T3XNH$1Ec!KjoczoF>L3NAe=0p2CZ(lja?s)Z3NpF`T5g#TZlqs;{s? zaee0b(*q>g!7r|HS5aR54Fr?NtqA^n0Ie7OcA?(ty7L5MT}Y?%dCf-N{*&leoQ#LVYluGq)`1~7OoQNUslQ>Uz{$`B}jeP^n@|}GX3F?`#^Stvy z$aaLr;VkpLe-DIvDNMgpoM~ph%(LqI$-f?ByRg^(B1?U3TAM#o-~CDUYl~&ykt@4C zrx|5m%s$V&lI-$*th-V#t_6wKX}`DjgJ^Xg&v=AJmtbVK!V2I~-aS)%OvRJau{AYi zazbwc8*Mgsoy|i&XUE^kI2%?k(rOl6=JW7#SmhM6|TL&R_hAuu~y{X zNbYGy%S_x_tChyR0bUmvGr5RXKxsc$YT@?*tk+GfzQE`;+?TwTck3;66+b3zo)iyb z-J9VunuZNoKkt`MCFg%UE0}JiWoGQ`K)JyzH0_Hd@=ov%$N#kxZ!zVDhh7cn{+wAM!VRV;4k^;d$5ci?!l?PnJri#RX)~ zPL6Wo{tF~Yb>`oVzkuaZBPiKj%VS~Ao@{_&Y7+M#duOOL)9)D~S4W!Wti`G1Yi_*f z&C@eU`U0E&;L~&HoOgeJX+6u>eW6rBEJ^-{wd6P$nyD7_v7gqm(0Gw*kZ7}uWT{!* zPut|c+TW=Ez^bn+Mg9CA*~<7+7aGah_;o?LVr*8|+>(<-BXP0_lvB;4t$6VS>5nTQ zK7^h>;ME)`ZD5-`r*F-xE7E?ucwCuwb&Ym?GAm@^5tk>N^XZ)eZzFn$?J9f8wt zxaW6v`NaHt1xA%2^>!nD$qK1q)srpj;?04^8NphI`6M-LlD+m&cfR6EdpNYw)9rky zJ_K%Jk?bG(6c;!0pXV{~2C=BS==d2%zXPpgPkqUlt<0UP-2E|qPR8mtNs=?Shrs%E zyc~!hIXRmBd9Rz%FJ)7+hm zUE}%0!S24%ZWEs>2R@^R{a4`db_;!(#2A zSC$QGy84~5TJyvU#lGEEC&TgkA5!$z+wnM34d1rYJS+6Q@F0~DO3)(terIFJuX^v# zK6w}a|2^w%SZ6uwUZt0H@E=NpTkzunEZqw}*SIrzN>7FO!SrwCzU#%FoFiXBi(jD9 zkfd$cy)8X{boEB##xoYfypHwG!L*#Lbs4r!Zo^4pUn9|YIFyg)X=TWr3b;?R>;`Bz zq~~t-SwQaJefAF4Ud@YtqV=zZ`%)Vrxun{VF&TX)u-`BElj=pOS9B`Ol7Xwb-`W){ zovhZ$*nhE4>ht>Ko%_v|;uvxyZ+jks#q=?S?<51@<I49vx1D-J(qfW)ZJR$Ao|1LgBhPK7-&-cIV=XuGT(m?cYV$8## zGmf84GSIxrn|M;EUER-r8m3_J=-mEicOf}jJQRp34^CWK$ z51S&szE0*;%UUKLKF7ZQ8hx4w_7p#SNuO(2C~LmjFrP^GW2zNvrILyqUb`6Yq17J0d1bbrKbFOVS1LYl6 zv%)->*m?r(QhPobLXIZyv0B_>6@Mn5e$%Qv85{R9N+T`ulyMO&^bq@A=BdeKkSZ%V z$C$kYlUR2ZR&>It%7sXKE3Pl&HAAubX&!tp?W$r?YPNMT&b3gU&Oh3dycT&=yLbg# z{h?(M$oKJ63;yv9d7IGjOmf_XX`dLm3GDllG%@a6(zP^t_HW;&b)&*ey~_1rJglWY zJ|lT~cK_3Q<0E$5f_aPK)LvZ9S<{iC&R5zd1AHrJUBLUQ^3e6}&WVyzP<)Psf1^hk zaxCzFA56KEWbga53hVU1tZQ+$gsX{OsZeu?8Ea2Ac+pIB2ps-^(1ASYL5yFBdxO~^ z*|q=Tp>O-siN`JEd%d+7h7+TqR2QaeF*)ajPsY`A@a1HmzHRh!#(k0OV{xPh3ydVg zO8Pti&)okw4N@QD1Qt3%Kby&P6d6Cqq?~$hEhha(pUXvz)NJ{jL?fWuLgdPx$cixh z$#|)sTAbhB3gP>3?H4`0AU>|f`RB3uJ0n%|e@piy#=gs18L0$49wY5qcg`_;Tn($s zStI-0_9AO?2n=C`SA37C27|@!zX!5!`u%oyJj#oU@tI_u=wszF3bX&y>!s|OT())T zUmj~76Qfc)XDDvwyxA;T9BcgUFbU(!k~(iN*0|>tu_JZaQ(x&uC{5yRE!g}9QQ=~< z$2Yhc`8Uvb8*Hwo=TZJ-?)e(BKbhCwHu_S&yO(cA+0j41O7kOjUgPteCppv1{HmUE zj_DM-K4PtQ0I%rI(}pa<$3s8iA|UA%-3j`_X(@8Do1w(60RAym96Fqw$wv4&O^V^&0G?V|H2Hv3J6-=l%*%JY+aQs>AS)r9 zeOh@#@Uxla0cbqo>S1iP-umKjRz957FL5P1XFB2RbV#m+bk6McW3f~{K1NUZhL=^y z#iY6bBf9hUy?EL8u+CG8W3+F}|GuV61NM8w+}+sKR3~n1?9)h80mgsm{{o*Rn^>Y+ zCnNXN!`0%$aI*b|5jh224MVQQ_GD7M$4`Hd>3+7o+_juud7m6>#ho<}&iA*fM#vMO zmZVPQii2@{h_?G1B{?Zmr7JlMl7oCIPi`;PTY`@YAqL{Z*)1->Nv-+B?OtjKknn3sC*_2E97$5q4TS$yJB zSI#xc1=#a9B$H8mifFN$R438*8a<4~=SgHM2ajLi*F?`7=~kVl*XeVUndf9Z48ZhB z_|TUuEpd4UIdW2X3Ff4N@U2j~N`yR!Y^me)p#D!H-*(;=c~+C5A)J=-f#RZiIhq_x z%CF4?BiSy`7?UCEW54Ik|LMFWJZyx+qxF?sQG2uJ6pUyA<8o~H3_ae>h&Os;Z9Ya|9t(tmQ8)HnBMZI+yMH}KW# zSnFl&Qa2|%*^_VdMo}br|63aGSrKmO3&} zmMW3zPU8>9@ni97G5*Y^*?4wn!KZq9nv%@pBjKBzq1j)X8iTKiZnbgh0rsqeoePX~ zpBQv8O=j|gZ^>B}bJy_71?0-EnN3(a4}SL<^J0F#A67Mj%h7oC0~Vy7YVPB<#6Fgc+{KS`ewu5?%ORE1!&~T~T=CJYm*6pZY)V z#eQMSf3?Xwtu_7}FCtFT?@(BbG7q0fhSXnOMdvE4b1ggkWV8u5bRGOwV&53|9x0Mn zhs>D}olJw9c-gJEP#!nmV)5T;yg)4Z3@0yUi#^OmInnW&cvTU5a<=g@S89lg3(4>; z`4`Y=EZe{0{^Y9cqOVE*^oQMJSdfg9tF3L47j?8z+p@?RMtdIKYw3Cj6qDENRi7@v zlRPVV)wsWr{dbb*%*`qsegv{JcxDr}{s6{<{l8Yv*?p6me@jTXn8oikyUZnVFRVY3 zlwXNGU-N^a`r8K86|UsO!HMSFoKMa^$vwr21|*IDpT!^U^z%M=Jlm{uCtpjgn@idH zQ=j&L@Ck2s{ct5auWw<8^sXuo{l9r>#M7qG~SSe^5T$ue`AI8{c(naVGZ(CgV++#xDlXEv-anlvU`aV*G5!c-@G zT#K6iJpwC|n?EOSTaal1Yn?1kq#D7k{O~oavR};=qaZk5480Iqt7&r~Jv*}hdQqk; z94Z>C2RmK?@h2d-QL7hW(^|XZ`B6`ZccH~xXx`6G50RvvcGV&Ny?!pnu4Hq55{Ey5 z|0nbs59fgeFWY5KO%|dpWX_ZQWo$g!o#Sve-&m6i`Wy3XPPlDigBtwlP)z*8Xl3>G zG#%R;^+}c+oW8v_Q*qSqwIZ2au=;cUv7S^1CHMfgwIZ;2(I`0j#-wLOCB6zCV zH6`Eq#=e_ZHD!sMjvB1xY`E5jRXLJn7u>bb-O5@Y)8;MF;6O4j!|(=BPA2$dl1--c z!+7%37&gGna}jUoNWuffg3Y+v!Wf&`AaC|grP~mayvMVX^Suh}in36?QBCEQ*$K8w zoT?3xJXIaXA`jwT_DCMY|F>gnGCOQyl^%NO!wz4O_aZX3^<6%*(SfjSg0VFra)3uJo`gPxDUTv3W;YTCeLdW(YRlfYT4+`*-BNNRN$p!3w{HcV|NA2ltmZ z)^eY`V&vu`eJZJ3t&hE6cB!#yz@r6jXIJ&Zw7J2kc{)BBKRUrD=fNK11Do|+O=Qgp zk<6o~72;+cQYKT|dN}{f1F}Clr%(20>tukxUH@OP_Nm6d!~9p3wsnmECAsol_G05!1tYEkD=F&zyBbDj) zH|`8v9&N08SXh(RskXhFEa$-EcQ$(kYl~rU8_}VIK5iG|UV=v6UM1((dXedb|B-Yj z;9gB#7{D{60Trnf4MOHLA{7~ulA$OxAcPR5M3O>^qCuIH1}UUWi3U@pM3bm!6cSRA zD5>ZBz4v>1?(Kii*=O&y-u14v&;Ojg*P`_jtUU%&D{(tDs#4cHxg|jD z`Drqxrbk8N94eAM%G$|)c{@3pir{m^o#6eC-s<7gYTkG(pV?Qd`nZv&%|E-ojic|e zepZG2BrcVNR#y8}gTPeL?M^&gX}r_0;wuO|iZ@vidNAfs@UtF1tsuG-0$;LGYRt@H z(KE4RC{1hWIqSGrx-P4l_Y*NH!sIJ9v-A zZ_#6wIb{<0Kc>|Z(Q~cQvbMB`net>&=5+SY4$z17+@6-n;xZee*>l`fgr5(e!|`bd z*;Dyzq%%!1@GLq!PO@itSMKrt!ktf9vc5hhK&CTPtKrc;V(V&Ly&vB$(_2#v&x(kd z`X9tTWq5n)Z{JJXQ}nq~d`Ydq8su(4)=OxZOaRwvc{QIs5X#lySzlD{ZREVGE=sC- z{34mipEt_G`pFZDb0FD{-EYF?`*3U~P9(F~Jl0)JgFG8Au7}F-8^?$4W#7jNy!v4X z&ogo>y%yI>tdNdpxsBA@{_2x|TP(V~t+T_X%f*Pp#GLloIQ-9%Rqz z$yh(mc+LFY2$z=ds0X9A;&S#2WxqfrmVZ!Wn1`FG!gQTkuPKZD!%vbm=WoAX)V8ea zry6x0Ef1l6N&P=d_s`g_DCXRt{=4 zXqS9yx5E1mKP_qbJ8e@>BWn%sfW@68yh%*RcfUe>=m{J=jwKp7KgUe)C+${YfA(+o z#O1L@d6}oY0Gm2kQ__*QXp?*xZT&Tu9c%H8E6I`fB)7BI|2^n9j83)OerCO73%DGA zFBg}trN?ky^(Bwb`;5;EqQee-r(SX13a6fZV^&P%s@d$3wYw#?eVT^%VEsfrB`@rU zr2ZA&$FluLaGQbAy^T7Av{ih*k2hznOlA6I4cG&4?F-|q^DAN8)QGI&uTFezqx;C_ zWcrNOC;4kGmi2I5YEu5J*OktFz=tj;N%D2(d*E-pdZu~mRA;lN^dtH=BuiO(RKeq) z+5AgqtLf(gxD27=Xg-(cl%++l@5H$=;=2!TI!l zMeB9q;54kB;Qu4_as~-@xZ+#do`plz>AKSll-TjQv!`R&-P&YD-~M=;JxvGd`*JMG z4y5F`&9}>!F)dk@%CLVKmY&6%Zt(jf%zBYL9rtVsgjas33+m5t1lwYFcYXgQ(j86Cz7QJ8x3Uwu zyK9Egd9~5IvigyHp@gx1rq!3umB!`o3nJ;q>~*)^qEWQSy5n<1kz4hDmr=6|E7c_v zA?|iI{`M`ayh!s~^>9CpzJ&2f`1cD9=i|p3k@6?lexmhKes&`}&&Tln#mgo}AIMw( z(Dr#_T)@M|;NTp69nE7>1?xW1{bf<%N^|bDkb4H-C+ht(N3*-|FxGjHXXG8#B5X>| zq}il+0y^K&`z9kFig9O=Z43EYESdGJm$Fo{j{gPwM_4q^v}TcE5ZPvv z`DZLHqNjJry%6Hp@Y9C0UWQd2*rFrp>x#Qs{c#*!r$DwZ{tSjr)#yZ>+jf0&Q*iJINxDXgLg4z$F9jk`4ssEh)!8` z-&+4Ip!tEH)O^UBrM&T7%~w;UJKxME=yAAz^&p?;$s6(JPj>60#dFXaNt!~K(42j4 zq*1D)qzYcGDq)a!9kdIfXG=7t|c+zHkv+0-t0WP(HLv= zkrkTda5%L>yRySjIOqM$WEfrJj_6~!-2&AXKF?>{pUKmM3>|5ceEipwJL{*X;A(b{ z&cwFl(#_rRSu9qS1j(H`i7s3H>&`M&c;7p`=NEpsmS5%hcQO*@d&qXYEQ(#XV1BCU zT!sxR3((I!Wp-=lT~l(iUIW9%n7a^?xeHmrD%a_|n6oDr@HG2=?;~SN+)O^s><}I3 z_Z?zLM~H1O#;-hhIBdh1Wb4}kv$vpgol%F;{z$$%n|8^CaU=w~_*Wmo?}$mAA(8xt z{YcZB#y$Am31lC{&dDQ{3b~DGm`e5k&%l#6!wX%pKYrKMHkH4BGf$1ep1C}tiEkxi zMD6CRn7kAVap^6XR}!f&gzZOqOMd7T(Z3hn_GR-k;eN57Rr(+99%L}Q*U{t=^T#vVOoz@@IB^CxWEJVP-H(jMyyfH@&nlmbqRZ)>+Bj`+ z_IqAfTJ&jQ?r&(^&-mdjtg+IJeXdxNobeyfF?-&UKcq3w9}D5j$@(h|yRq#n#{9_9 zN1)pXCuhUscs%b&&o#76)!AD5&0X6&qQO1dRD?-!9vohja&jh^&rE5#bY$f3oT*&j;Z}`aDG#c)TyY-ppgW3Og zq#mn@p;?#q2VY5Eq1nz?!KG@BUhG@oUW{&vT`$0W7hVqJWrNx2pMra*)P1PHLpsps zRk(d%7G20(s<8d~7)O|#< zHr{V$-ok_G!|fkfq{8F|*c~HIWzXK_toe=}QcpH}jvA1mCaD`}GaDa1BuA=`e~GWz zPxA>J7Qtqu7UeMJQ7BYnfqoc~97;oBx0l7cX?v7wn$q+@NVmm?)C0*5%VZ`@mG{Hh zC)r^>aLoq)@*VU&V|K-%W5kkOxVw?m_4(Y-v^bQNQg7lSZJ*V{Og(lnyX1~8bv#ao z(l1(^F6MO+Y4?giPdd_tmvkgiJ6Ap~+T_`BR-R{#$P?t=VZ18hcy?)ScWw5f48hj2 z+GmAcazq!R%l=qe4K77oo!Upg@tdjqC0WSo(PK02RTUu)<*RvDntJxn(BK6es!fYU z{3H35Q=#ByHZ4cyvX1Vrr{7s3H9Cs2%9G-0YVH0Di$_JC@#I`>%*CWV!m)Ke-w%;q za7zWE)a2VG#`e|g5D}#Zrd;NlM)X+74qub60lt*QofUd1XMVj+|KmlL^I7S0V_e`q zxi@Za)AD_@%S>F^?nq&ly^&unqsto1>qX8UVn^QcEH!KYO5ToIOo986W`lEi?-U-; z3>Wu@>Hux-6a$i}`VAW1Z-o8f^t#qhutoC0C1+}$I85i62heaLi6_ITp>dxTp_An= z`BL7b&EL>Y=9$?v*@xZx8|f?@=|{TFuzbhtFi2FW$A{j7NpW#_of-C4bNuJx+I9Fh zMvwQCPYy!=>wmg7x(F{!hD+VRt?Y1b02kMZko3;1(8ZT~bIq?YVh znxuAfcE+4Tv%w@e3_B+9|6H|;1u8)zPhOwE*g15+4>yO3xmkCWy1B_x*HdIU3dc%m zagG>}46ong!|kF>a=zRNoz$!yOSbF-8DB6r-X}ix5JAqupa%XOz~jdIyQe7Jm1VLn z{$|*}3;m<@oF^;8jQSV9-YPb1b1(b8ar51_A~yVCZv2;KKSHJ>u4Xma658fF!J*m@ zGEel@+oPCV3vyWpQJt4GX7^+uA4%WaAkq~>_oLaqWd8|fy_~z4mZe$f7#w>6pPuCz z$q#!jkG-D0sS&)8@4s)<`9^;f1B>yGCouL6qi^MjsT}eMfBRbNEh4~Y7+3*Q&W2|b z*li?xOBT*9sR!BnbVtTP`(QTe0k!w^(umYu@G|RrN71jBSUOG|9^nbWKV+E<^}4*E zl0ILj?>*#wNpJNW&zht2S#p(rX0vtfcg{3=MG`0L)HC${+rQVe%(LNDJf;R*R~t2N zyAP-Nc0JwA(sgN4nGdZZ`O9=V+R@}GIhiEy`n-qLQ@<*!$WlfAXmiXnV)F|ubQf-H z6-ln9#eAq-Pr_1om9_0v$-0R5En}li*gT)_@5@$Kv&0vW>*Jbaxj0#jA0vuXAj1*} z{Uqikm(7n*In{Nkg?WDg2RpOQIV3y682yd(IDL9TXDoU0r0fXtKkZmKeUFE6Yh&d- zT2@_THPn?nf0mhPG?_|4By~OaH)67mkK`j0%?;y3g6ia(i8VKo?@N|_gKsy7(JK)8 z0fIN{=|R1GL&oITm_ow50lFAg`|E!Q8BXHSz05cDdEj~Y-h%E=xoe+9&%bbQBsOGk z{CVcveB(%^iyB%T#C!h4?XLKn)xT{EEO#kiPCe*lEZR_Hnc>Q7G4wls?_teB+6|=J z{ZOe+`(Cb37K~J+pQG1)m^Kw(QeSka)>&DUiei88_L@+dLguHmTgoeU8L>aB?4jv= z{S+tdi+X>;SXYo?ZNc-mx9KwvrrRNL7=OCQne8m{k{IwU?%wNMJr-U9pDH3*d&jQE z?A9V-_I4fN@0QqgpvW+U_7@s8S!c56?-FtLR#J9y=0x`X5i;2wI!l|fWUt|D-kO|C zpZlGClGVRsqeI|ch+NC@;UFwMM%>Kvq3P__ly^MFPJIjRC$kDAHJm4t=Wh6~V2#(@ zXO*W%9h$c_N~$q7f#zyxr2ghLICUutW{u`WLI;H#|?vmY7wHefQA2Jyu>w=i~5cUw`d!=2=oM#hUhdSt7P9z`*Qh-D|e~ zln%qpK3Bjy)iqK#^JhFeN{o1phLd5R$ePSo2l>50+^Hst74uUVgZIUYd^=9|f!FC% z9i!Vpu(0#VG?Vv@%gOT&*(=fVMeNB=)St-wCA3oQV>?Y+hy!`UocwPySmyt4RNgj| z*2lDmS>zok)n~h%q^W=bzp>Z`yvX~<%)1Bk?e28^y1@E-w7$a8qe)oHH-qOOHG(}p z)$TFpYU62YH&$W&_G~kV4KtsmTGVEKxDE#W&6B%~bUv^B9zGMDFXoC`*p}zV&9L-f zUa*QkB**4jv*tNa>W3vw_*w-=+VO#HV$s9+bB-RaGExy(9R=$<{k)1FsqCEm9YgT+ zCo!R;aTn9*@HY88L5bKg81Ae6T$Xw?Xq- z7HNl7Pl?MDM2p)o&-_U(0?apQWWP(q&(=uW~ zcGbV*?30-G0laP~_@?y&8_X)WH~Lv$XBaoDp}RnT2c|tt+d`~4R5Vyaj^sMb4wCzv zJ%T0iof?bw6x%zfJkR!`27myA`N4e!Fm)Su`3yHxVu=^|{wNrH>U?2b z{1|WM;`Vr`PSn04uW4nLK93abSn?fr38~XQi{7cTxR@17i{%8yi;@n%1Y0g_xW&2Qa z?xtb(BUi+v(ymNB)IF|k0_!m(Yz@EEks3vp1w3RrG=4P4Uk9D!l)k$lf*j21U$|@7 zt5u$RZE=S%fMxP*Kar|G1P|wZkBd2ZYxD#=R>s#`p|OFL9v7WT!=k&$b)a*}+dPyN zC(*GR2A@Fd)BJxFOm5;QsUuld-*vG%*{V~|_Fm&&XvTV#Obb{owX|~g|2Exz5(Enet(kkBjJM6MHU=68H!GZT^a<1dA z`fDD{Q_-@Q-y<<2@9JK1MW+pJ@o)tlNCW-&w2u0Pn7i&8OnQA3P?rdRZvUH_G9dR#KF{nT`6x z=vwxu@65yeZ;f&D2K#zaUg)p7JSkaw7U5lXK_1Oc8_cxZq51%RTZialR@He!=TEjC3c=^HyvNyY(Q?^*I7^?-k4q7x;ZOE<6XjRNz_7 zgI{3RDwsY+uWMbE{nMN9C@~_r)3V?3GJY|RWDjWjkDu?&EU%Lzxxwr3=>AwZg6HRM zc?w%kGD=0)oxmoAjgvJ3bsc$x2i_xwXPxvSu_(`yQtxFn>HntZ)&d*k+==4(6Zln5 zpW|5jYqR!xzOk>dQ*~%48(xKJJ4pJx-nT$-4^OKoHhc`_$1!Ry7M&^PB|mLPmPxkJ z$6b>-uL60RL;fp$PjTiX=L>1O$WJPg-6jfTC0$|MyUxAZN*IoC_GtG3**&z5O|H`J zbe2x-;>KpUi^Q+w$2s3jmn>hu8~-m+H8riP8fi7_Ov2#Syr3IRw?H7P9kS}9Crdv? zs%N#`m*sZRX_tLHuTcpOpJe=B75KI3Of4jM| zD&HvL$ZhP~0;YYmKb=Gm@Q*wrs?XYaqE!u!zriLe&o`3u3VyU4D~F0K--_SYve+kj z=}Y$QyeW55&y(gq=kgr0KW|S(h(37Hk`Bpj*+p+rOgSHCU%|hVjhwel zsY%le z2QKU3mZ~F5&82U$@z{bpk>AC|Jw{8G;ud7OOGKZ@eyy~*goiAq#mCOIV%O9ue^mc} zK(GiqCByi$|7)*8f1^I6N39($p4j zYQn!KnUYDl0So=ck|&zoI+@o}V``=&w?OMpxIW4s2K)bHGvX>Jx8$eU8<^ZK!E2sa zG5{aHApLAQoK`SSo^Ed@Q=X`AH_992eak)6Z^le@!$vG!mo5$5OT^n-LwYGGkA%+x zh~2@P?!n&X1$XwJ)eDJYg^t%VS&Kn$#xi;r=yZuW$K5asal~?+p6xC3~ZS zEAP=yFHvq1rYwW}SJ-+FOSI&D({U@9jTbea!>~ePWp=8pHV;fQ`@iCIb!=Wpn`Sh8 z$ISEyYvtM6ML3;zeOuvGN*s9GyfK`yN3)jjKAtzeE;^p(ex!l()f`_#nrlRa zgN-=>>Z$aa72&loX$4C?Ns~r=?l`l513tSixsoq>rZ4@ zourTV=sZ%}`WV!YoRir4PJVK(eop2|FT0ajgqz8iSr{(|8F2`VY8m4d-k3L4$(M4A z(MOUc`>a~9UsmN;BJuMiIv)mG%ts|yBK03S7;QD4CmU!o+b&|a(ypw@EAmuvJt>N4 zbtfK|Wc^x@s)@tP$TXMc*@w4=+*t{gT4BT8Eo2||HTwkvxSrt)CAJ=1gR!5%>(*~kV zYNmb#v7yG#`opaB%lDg3z%RPOBm3JAfY~SfVmB}84bvxKwGnHwi!aYPYPhBXl#?4Y`LAv?{$oC! zZsy8dv;}IHli+i{p66_D@%j(+dXc|x(;`p%-!K!m#?s4t-hfHZ=}W+lbJMty;%+i1~){d%%Zz6Gsj&15<5 zrS&S36vC$N{O%RpoK4SsOV0C*%kl0rx{dOEXn*!d{)D11eF_p;J-XNV>&3+5#epVl zd;mKgmC;cDkD>j~SV{ zj-lZWb~qfX`mlOyQLYGdYq9yE>{K4}OXGDcb%b%hV8w}|{AK(gyVhpXIy=!*qu?kr zdOZ@==OvZ+#BRN>Bvam*rm}o0DUXC!a`?YW#u?(${Uo~>hIxmO=SfqXTghj3IJZl5 zt!>QH{kunRgLqE|QKgcRf1vXU2&R73AO5vs;d7xkmA$uObZt^+#o}7Jw}kaVJlhxF z7t{AHv2Gu|Or}>q8dZSwH(J+a)d#ThUiQC6AIIu_0~_rmcQSVTDpss?UGhB*GVW($ z&Q6y9lby3KU@``#GD>FY>}cLgiew-8-Zk$zzYMyS%sM~8{X_nGnLc_MB^iR3vf9^J z|2!{x5_ghCGqpS0!uLcm;UIT8r3#+soQ8jMUE7`4G%?aj5%CmUFDXKnfc+AhkAe0! z-0Fu7Q}xo6T&wZ@X}rn%zP$a(x~<<>xUaDe;x~=3@;%q|^!E;aSB{SNvU2iLXCM2K zbh=OMdyfrk!mK46&hvL~-gmM&@k=9QJ$jzr9D_IgAsaugh!;zEUwuwqqV*Px7+ZcWVzi-rpwG@dB(gF_Q|XM|B79Y@R0L) zRx;47$Bks!+)TFGxYwSX)3En3SAFCjiM8}}3AW>&qMetG`9ou*^?YbrCi zv7X+O?YR9p5j!@$@lPbG|6|S`$dEr zr0ogG-`KPVcCLcDZstX4Zg^goGwja|13K1(rZ9vGTldmQnItRMt{jcofSm)@sbjJ;|pVb%7-p;XHguw7tnhRtdqOx zTsW4ce+lTMwnaa)UTNi+3C1hyHd`tHQHaSmZu-7V_Dlcb>WdJMwRjC6Q4V3 z(LtMjBZhQ64;R#JOQs8`;=UbXR_OA?qN&9E4zR1 zVAK7?-C8^(t8^NQ8Yi(tV&EcR^m`v!Ww%)^T7zk;hTAw#mI<~!CrdX+U+G8tYC`8+x4%HJ+F zqwJ5#KWP8H$p4GaZS|g=?z4^FitRVJGV9WJ(Dx7gN$$fZ$6XUQ{DYF5Poy$_qX1Xzi}IVkHL`P+CS@e*q997nOlzFvt1yuUd)?M z{^M96Ie@R#XC2<&9J{xFq)&CVg+{AD&t$~z z2&pIanQSVbIyVdhV)HVvdxRxlKgqd zfB2`gx(r_LiOUa&CB=DE_CuVgukYZuf-V2l)AgiS%EBMv?mrmP(9b(?%X6ZKc-%q$ z|5b1E*>;kV;&1)1^I04`iN#W->N{xEAxYMIUFgax=H;j8KOS0*$g_a8CSl@a(c?UQ z4R=-Uye7ggs}m>S*aXPkf+2^)W*Z+^#C{84merT-u=g5$6(Z4bq}c+|uk?2@xi7)Z zC&=>-3ud+8skF?Rf$4NVg9Pi@`*H{$Xx_=*gNqm5SrXS0m!Pm0xXaem|)bnGI z7>bRX^>{g}B^sZLVaeW^8ey-(Kkrb#h0()ocOrlK$b9^R+4K!#4X0yjR7}9@r7Zb2 zTjhB}a+I&&(Q|O{XG^Tq?$XNy`)Ad$|}f9rANv znQ9yB;9Z;_HQ)&qXi&vpsao~D5%O$emUAD8a*b*B8Ce$5_Z&0b7|a)g7B0A293nIROy~Zt_@^4 ziyp~)m*<7axsnP$m$A?VxYmY0*>iLa zsq;;L8_81Dcmh1$baV`au4BLKvQ1|0WYt?nihNHy5e6#?_?eBN9ef_bOzF>6|Zk4T8$#j0=S(7*GKU% zHEXWGhU76#o`in-Xhx$>TKxx^OISYDB8&2sTj+Eu{MVE6AGU2O0*y7!7f{POskce+ zy;c*TS(k5rFV-9clY!Wm`W@ZOC3DP2CHe9map^vqEER2LI6nf;ZAtQmmf7!8MdZDm zl`8l=hOBeoc#!j{kX!}Nld1m(e4IkA_1M(~dNbJi9p2nczwKD(blA3_^Pl*UTy3|~ z_gFD(BD~tO<~%kS!^V^OeX?^Wzr`HK>uR;hmC5#=JD>Z>(1V`8@xm)G`*Rxh^Y<3l zSHP|jd}q25Q*GiK^6xg&loTIVlko`b%~P^Axb>9iyql*bGw~z*I4d>Z3;4s^$-z~VdZpJ?`8jtksTh*jGcGh8)@|_WNV4IHF(u{Jge^fV^<7bD*iEZytMKcMszDOR%P3Nj9d_LEqcRePU7;~V#i-}|cr8;zh{o|@&!*q?fR zSi4&0=49|nWvRSJC^GS7`)Pl!->*SjqA)Xx0p83w-6bC2LEjtIl z#gtL_eGJ4>b8ot1bIA9sS+Ot_9xb@P+(_0VVep-!Cu%ueFR6ySLBB2ZzC&!U?5f*Y z_arlZ(+KRvV(u}g}QmEijycK!#8 ztk~FOE&gyvw1%DY&Ayoyd$Ht?7;sJ7O)Au#T=x6RpEzZ=ZEzV~Lh)y4q=|`M9TmO}@>P;Lk!Iv%+ zrH1?5!JN=W44TPL3cK!Y?9HzAVLbj1d``yGt1zdm|L?;8H{Dw#>w6>deKHHA&iy#; z^RA~9`F|B7d%&n2Iesz15L`<2+dpYDUaPl6#DC#iisg#nL88#_zEPAX)hfCrPh5A1 z)DhDot0auG-#UTZ3IoX`iLG(PO zfSKFikSDsSC$|wY$ME1M+2uZQDOJx>Cp>k|Hjw8Ic1S+as+d`kk6%oOvaZkiljIit zOdkhh?q*ka)@~AASBf5w;8*soO&!ftP|d3HvY3A++x$YyU)Zq_c}Bac2pc2|;tVt02Y%-{{&l=~nCm}c z#njcfj^4@opVcVIpgji1c98xc_tg)PcMjB2`6!u4ej;@{?cU?D&B=8td1qmCJ#5U5 zzLh@Z8Av;5eGT302g}oAO~dIqq`RAi+rYLWub3cS zor#rKLZLD*9FNhSZ@53}zpcwLHDj)vX|u3y4GPT_U;;KebxSOp^0p`R7$HT_H_ zW2z8cgN4sHzDOVcL4PZD{0Z-3`n^V!tms=(8{g*6g2{jQ{jV#N_h}z9*gBG)M2dUq zoZN16#h3;p=xrWt>DVtYo+e5R5S8u_jW*y^C#`$o+CthDbF>mZCeQvJOz!}Ri^%jb zygtOZ!}xO_GHt+_%4E90b+5rByKJ%t^bGC4hTko`xFc^lO|)y|+&@N4F8b_~ndG{+ z#h2-LP?aw~PQL|k$$RZ&mN?lww4XTru6DJd`8jmaUw0ntsH~AXMS)3x5fbqv(`uBFVM#k-NBqeQ!LH6^3KWdRm9U`Tl$iOjkquH~QoW)@U-m$!C&5 z<`@0lL-R`J%^$EmJFrtjv$8Y&vAjBK_U47Ri4t!aoRPA6V0=~>cLG*7fY#0MxQGPz^6XhS*oWMC4{%h$UF>bJOva;z{PsME&lzkwtU2`ze_!^OLHsuTSM(l-j_@e_1R#tSTh<+?h;MvvqiG#cc$e((9S;fyh%vL-5&nG zn%$V*k66&KNix@I9A>N8|ZW;>@Fj9 zq+Nnr$+&PBKb@_|&LVa4*JicRVqQ1_uD8JHGGk}=OH*xA`K>tIM`3UaUe-uopR&&a zzH$QQ&w%nqtbEz=Nvt-4wXcEm0!;1#?PP(T?&?nZAFRLb;%c6$egJ_%?(BPNQ=Gm} z;6*ohy{pHpPj1Pco%L~``;nK#vE;1Y?MQa;ouK7wuv{nV-YhED5Q|nh)(=i2MT5(Y z_ZXYCAje8lWOiJN!-;X5+$p?_Ltkrgj0kd-Ps_DW{=6rRGg#bBCDjM?QV$+4`}{KB zegeWZ^iW2hZ?eJX81*M_sDwv@T%Ve!4;W`AtNp=>4`B8Z+I@?S&7t^!zQK3@|!y0+_Tthz}LijLz9Sz-!M91n7`d90HjMi7Q zxfjNl@tT&dA3**q&9C#ZWFNlrAnjlFZ=NXkCj6GeXOH>4sxgW{uPv<}5V=Q?UO^RmOG+4xLGuONSIu;T` z==_xtt}KXoZ(N|`w5ym-@>=Rva9K3tcW@}512`(o3uY4;@8pXOI90=Pt92_c{q|4VBJ)WNUq03lTpwe$fj9)yWA*0z+#JQ zllSOg96ZT56aCC)+2knNMx%0~?+;?esgCA-#UrGR#UEzlU1COWT)$XcT*HH^(`}lu z&c>lF5YLR-h9$>p`8Hlub8R8sko;F|A-@WO`L=UAJb%>l5LfMl_H2lK!Ka$>fZxbD zL>$l4yksCsw#fPV+5p|<&fKlf`8@b^tVte#bJ<}h36j})8uq77{gq-=P25Tqux0wl zeRB(I8hhpwfEV5y)J~8=BMaT%)A|$?rIq%r=L??=n0($|&{x)ZpPykTThZ z4r19t@OqBlzD35Y&u^^X=Z!y_q_xdpRb2J|_iWFTyQ80$kjY;B-A%Tta0^k138d5-lBKJIpQxLM^t7HVSTSG9VQ#spgor?-y3hcJB5~fssUuK#k7;KcBwI3Ajz{T;fP;7E2DP16=o}S$;O# z&2rTp?t88<+Cie^yEt#mRsOPLL-su0woo(uTH&VZ8atdx@lYY)TB^u^l_8$13>aW+ydThb0xDOsB3(FE(R`>e?c>kltiLPqEpY|2w z8fp7j!8QNEsWm(gVU4SB;yv1=GD;;eXaW{Lt=&qNJBeIl;5XNJcVTqa;`M}9_5?Q~ z!64|Yq(Q2JoB@?m`uP`XwMjnA&o+`|bz)n-be9o3v)u1czR;Y09oyeTzqaPHA{dyR z^AD3HyMxc>neB|(7c(~aD;XuK(C$zCsl^8t@vm2*__MRaX?i`$PG`}L@Y#r2>mXDa ze=gxQulOEu4y*rYym7`&72OeZx?O+CtKFYYcZqjBv11o>`x|w)<7apZdKGR>)YmAZ z=IL*qf?Y<255%)|y!AOUHW&YnBf}7Op2Sks$+d({H?YJx`l?CV)A95_wjO7!!sJ+t zMfII;rJp?c?<(TFYM!ry?bnzecks~D^mUxE4uacJn6llGd~5%eR_$4F9__R4b2v?l z8m$QwUNQ@e!TA&LFFB~PmMFE+{uZOMQs^~39LRS4$@r~N{}MG)FX?KYxJ^G(ob5xG ztH{+D<4<9e4s@BzI=#u#jnu>0q8`LX82xo^7vtC@I9~|iV&>Tq?iS18(l;bZPMMwV zJf@H>xmgZk=~GDcjcd-wvFy2P#a_u#HVhkg8L5pcE~3W*y(RPRk#MQveDWmqb5-sH z=aG1z^JDo@vLmKa*%>Tf7Be3w{U=a<(|i#>$eW^60iL6eFCm=zlqZum?{JsWz7rcZ z^{+U*AA!gRBzX}Y|KiwPq|08p>{$DXrBWj=K2#UeOX6isy)XCe_j3Bq7KKKWJGs@f zTjoyEr5Z=7%vWWD~}@izv<3wq*a!}n`( zJQ*^Zh=c8n^EdS8(tBTVaHLtR7R#5^(^fLg#GR`Pys?gWUx;5F1M|b^))cOv(c(5e z-pV3HTvraBsUdeND`%b9izI9cotN3Ol<4%knAwd^7xCp6MAzhYn#?1{v%yAMmoefw z7?vF=3yd*WpUoZLgu}l_5d2Kg13(7;cs8Wdr*jy$if{*n`BUr{CR55_~F zxJa3A!#|6sSPP>#!rn@B=)kX%LE{IOUQCk9ox6aymGJKr z*R>*PR-)fWz8V-;+%>7}Rm2EOXj@W$^GKGp49VQw469$q`s59&%F=sS?ra>%bKHNN ztIVdejBo<4xZeES-VB?)VI@hMyN=FcU~}_9EAhL6NL7yozJ|mseWniQBI8vg?=8kI zP2%LjTF=KP`qY`7#^O^KEc}>^$=g-J&qCT4gVRU6dx2Pdsc4WqaqIZk42XZ`^HMhN z?O)!yovOFI>7GcoWLw=K&h#MP6qw&7N>s)5+x;HIqSFiJlM1jXO~#f5F|QI79wt*I z49_a(gUE0&-Iu_!oKbrg_+?c%-E4NK%5SoocenfOCRltI8ysLJeh_wZpgzH9-?(Ne z=G1^{YFs3j)hT9|Q(eCYw(X3YNj%vu9d$hx$Y>Rm(n6{o#$ZV zz9gJ2mR(4XWVA@Ws`Bh}CTucO-D8Ab9nD^w7G|7|^gN*eojfJDALbW8`BwTgAlYK= z3Ojo>t95~YW%I$87}M7I?AIEmWh&S8W{GFbfkVZ@7xBIV9yc`CJ#MyL>ADTZPj2bt z=}(s9WzLo1o41Hlr9_gBym|(7IzV?bUN5Eb3C6sgCfSochg9{3(z!p({YQ7Q*U|QDxV~h>AM}#UZhzqZelY*g`KvKx z9A@oL=IlPWL0=R3z^Uw2ly2|P`U`Bhj;5F5!F6Vq;XL>#I#1Hm5qcj7`4i0uH6T$D z+e+%WKf9In?Rq4cvzB|5>vNYq8#<|`aDe}JI=;CeVty@7pTR@=!mp{hH-1(aceaU> zlgaRH!S~h*(5Pk1!}VMSPgddG$42f!n_bXfY}6;AF_}ycvHa5o$5Mx|nf4cwBX{gs zcaeAOU+RAbA1h1y0a}-b!HdvMPWvWsEXs3=iE&4}x(b=P!MYp!gpR-5ybK|TbN8TQv=!$T8g;uHHRUUhe*Y6{G_y(_)E-6F$$4nGOs+w_1PWxqcKX6tGJP4=|bB7 zg!$PU@f40!^PDUdbUVRmq^PylC?DWOo)O#%`|5sYeoWT0#v)g;n0)PyqXG}F&LVeX zR92Lw2K-L8`IsK5uyqCeint3)?ya!7C{(5yb3azkx6va+x~pio2b$$rG*4hQsH${pKxtkedv=>Cx?s#)9 z9=%7O_i6Yd%NKRce0XffglVjMhKSXiT*E}=IxR7T);LJmMS&lay;J!kPS|xh+!nJ)|*Tz-JCR+^Oo6%>K*(2YA zE`sjkwA`g_YV*}5W!@VtaP&&CIy=6q7-c@>F7WAgO!x=qF2dDGBs<5v(n9}_VCM>! z`-1M>;1Kz<7Cv`JXR^tq@M@;THGJzh{d8iZ$FOc1EFTh2iW)s@aXP#HW0CDDnv}wb z7a^22P08~920yzLUNf-cD*j!RU;V4^7qI3}$F9>?)^i;sa$QK{o?2yAOGVNJd~*>y zO`>ad!F7RY1LJk2Tl}LQPg#bKsVsSx`<^~nG*#~%a6L~*H?ea=(q_NYy{;XAnM<%R z`{9bfcsqHP;LUaHvmI7PL$4baZ54SgW`#T4EmR^~swrj_bZMS*J$Cfw@sDeL8(mTf zJy{^KJM>)9=qu5!CSS@s-DErHFA7$t$yAsoQ|&AIEi0qe-wkHjJ<^>mbH{zQ9!o(y6{~xYtO)+4+QVz)X{q%M&aU+PdX~=JVfKeTXq12P zr#5Y7J9jKLe~AMJ^04GV{E7BIz&+WeZYM!@lxFA0Wq9@ni+(7=RM)yGDNka*k>;3d zq5Q7C+VHJp=y;08sUlVmN_h_WpLw9WBgK3k1nG?!H3{+^*q{ro#_I7_ktOd8y3wq)>y|;Y9R6kp z-cuNor#|Pwq8|MkL;oVE4HX;m{PK6WAFt=4e7_5yIf%T+L*h7k#AjNwW7gPB$C}CX z8b+Iu`WO$*gX!ECC;DN;3M{Q4MkF`z6tT0T`RWH8&6<(1qW@zM+QvV=Z*lUT zL+bZkaXXKD89%0DLo=FxMS@qINgb6uBkt$#>~vhuSAT_4MfYdbarX`OX~~zr*ZV4# zc?J&cNcOkra4cjO^4`1=ndxkIsLd9$-f?W1UK0tHvu<+XCdW;(!=DMQ&Acj^C7*`L z$L`Kv)H2oLPGy;^%r=MUp`jy%`1n+8+Dx0pFi)oAA?_m@W9TCB^(5T*ifxjaD*H8l z!09~mdc={e0bd2@=R}NcFvvT&WXV|x>mRin!qe&*J9)f5!v8m2ofUrT*#7~j<=*EE zS7xnGD!8ZOTVHq%FhX_>Jx}^J^t&HJ;|E2J|BguWA!{a|#lNCgVOJi9)7jD1iEY1w z+i2ruRm{t@JKWrNA|09=_ga0|z`yL?YXqYo^m>BxUGqUB#$+K$KVtL4??sSLZP$@G`__6hcU z3i}61elyRS3FW)#Q%Q?K_*oH0vQD)3*NhY723$CU1Y8-2Kc!sqvks`l)t)32xRj$L$h#uGGgzFwJ^|Z_FEWpqux? z8%Q$(U-#!rr}(sr{EIR9UvlN0XlIe9H8#}Ys~7UG|HRUMMm|DR$kU#q@OdPRzvOvG zlK&#sJ&%{=ol9oD?4loNv_JjbK%88Qf#15Kwa+*6!{(U5`D`*q=80t1>$lcd zzCZVM<)<`CuEEjzh^)!*^BiApN~XEc8H=lZjr$`lzbd$AdC2c##=EZIUM{(Hhmx!t zCM|&I4E?Ub%j7k@pWOGdL|I5QBtbJ=xyuZ*9Hz_knd~#~LM4@JyNeuu`j?f4H}c)% zSUOo1Q#+{rU>@$F^mx(uT;?8ZZP3$khCVilJxR`h?6#o$c zzt`v2wECJ&k{9kW7(P$hmr30TGrpt8DkFSLlFzhmZ_}NfTOCWrYZ#B;vX&R00)p{!_vSPQ7$T5)Ksrh)A`0zT7R*EC3q?5G=t?4+M z-Lv}WDt^<9Zx)8!Q?wqamt=!HM}L>`sypy_x)^b-*wY@5JJX~Hsc$s)dK$dV?>Esq zI}5&H`&7CAP_M}mnTqr8_*AAKf{l0GI%AIG<@b?&m)5_K;u84XrPpER!vBBQ%}Rg= z`Ac>fw-v#DV$EVcO>sV}3+|^;?p%*>uk;43?ta zB3NTyl1u`Rl4_$Fr~^rAi#JO!I(x)UrdeP5_hIeN@GN`j_PUoIdRh~o-o*f8NJxM4)4hG+35Q%tDGV>q#|NhhzzF3 zdHnCpf?21zKJGI&UdP9d#+7#pV#pD=)DY%3v+_zhv}J)tq9&OKOsq#gF?R;X=*%WU_}yY=y(SaBr=d`OeE7~99(kta&Y zEcgt~2kY@U{H!SUwMG)?ZtwC}{ZwOTJDYu@XuVCRE< zN`;>*VZQ?!_hM!vEbYf;|G@T5R(qEA|F|lZ_uAuW*1}}{-Gg|VI%qxNH-o=^2haE6 zeg*trrbQL}zd-E0->3eV+8y$j(<-~6yRuSESnPECEEv6lB~4sAiA2d!klmtl#nXP! zY9}tNFxn*gE{Eg0v`92Q9orvu-AY_OLj?K*;?L0I9i#Uu@U^V$kIim?V|D{}6s6XR z8+l%rXC&FZvmYOMRXi&Tp*p;61B={?#UIi0eRnR;k~I4WQV%t2-z$g+mH2iYXl}-% zL3$bB+gcNx{}`W-W~V$O{ZHRv(t{*N2=AC+>8|F)-6ZFiXf%V<5oY(|v}>lXt9f+R zK_=VbK6*TX6&}Ql%*+R3?!jaUQ$mjnbizS&wZW!S+>Br?%8fbWC=#R6=Ua^Im7g z2lYCXuN(`nWzf3}9(zdKl9aDHI^EHO{iGUop3En=Z=N(ybT_q_#QV|Y4rjW>9>$#GG?{M>z~A#Zwi>)7cw)*aw3`T zAbB!~f1vl(ust*>RxHu$lFmJh-A^a9VR zOV?`bp8A4SNq80iJX}9n4YCg%+Z*u&Ea*bpiSSHzmD2v@&2Vix6gAFa7~e&V``m0h z!1>htThH?vk|uk9lG`mg&0Zq+Kd?(C+P&CT(paf?{Q$&M$>SS6UF5H;^}JBTpMy8s zc*GMdU0lQ}&yUY1M>A({#fQ{a%&Lr)q{(jbJaOHJt}R*oNL)z`=fdGU zLE=9nzroTMkh?CP+`x)?zI(dJku1}_^pvNm74?_(+K1^sbs>*|KwY*wfK{8Y=UHrj zKGx=a<&)T)y`({A0xo37_kQHdGoP|#8t>Y>Fs&~iNJh~ENuIYOmBi*{J}>ukBb??z z;aFZ&krf`q>`RQZtKeHlJ$G}jvd2HJu12Fdu;1S`r^51E*C#SQ;C|p;y=493$29Nb zuLH306*#}nF1eq|j{oU!n2H5;^p*Or&HQ`9UmrvLBA+r(zD9=|$+`iH%d>P#XpHyy zN4>2u_BE`#TFiL}$FgEMRma=H?q*TB7~8*r2~**9pz*KAt?XgTo}aeH$|~`%$$hjK zSBzda!7po7-{zHfL%6;u)lC#S%$-m%ICY~>Dv>u9(efs{jHr|v(M=%L$2hUR6uRai?`uZO|kN844n;+b;ihdm)?+E$h!aH zbqkg`h6VG~sT&W;y-#g@B@f@laC?fs)Plp~?k+!fq#2BdXm=(%<~?!p={0b#oN58x z^ff{6$?=fPK}Wzkc_!A9su0wkHc$RSzvTEXC*J=B?H~E#t*&3e63HELH%tm){`*=M z!Ky6ub(Wmie5=8Pe zrk`113|~81i_^()A7*V5wQe&5r2>6(mhPwDhVCR%b32(1Zordvv@A}8R5Be3tL#0< z>gd#xO>V|M#!2mv>SP;6qo>$z6+XU2mQ?sXq2M0xLSFF;WPgE7o=)!-)2@Nx4YWKJ zo>}P?BF-qx(|wJeZwv>~cR7s~ z(>)br-|*M(dL6_v3wYAE{!b0j=~!O@2IEDcFZJDomfy0*I;`($)L*gfD|jc<`2Kp% z-sDGd_!CiZEH6F`a%Z?Zn{0&I>|Ti{)h6@Jv!CgV9Tv`v0}3WyPe_Q0oYpxjZOY@V@u=C1e?9+)s?!8yC-VK31DTqP$7_ zo(<-+SVgu@7XDNRScm(~3jFDHW4_O7siwCVu7BZHUudksw-+7VMe^)opC#Tj!o#hg>{mBz8$L_iW5W0`MzjZ3aZPT%W8o<@Bd!3-pZFs zkoP-nFDKtESaYSGhKi<7LbTQMS*>I|=YFuIdinVM(^(CQ9yC1U0q)KI+nTSPw{ z-`*$V6i8rQ-tUXqV@mB^ADk(KpZ zo_uS0TzRo&A`UFVnB8nOf}D@|bcq?G6Fn|u=U2$N5N}^GM;%{afe(#2*!XkwSBSo? zN&hAve9ZXS|6dv_&xcj22TybE5;3m{pGY>aWS-trVCPTCyOX{CHf{-{zDVj%aeqEc zI`f6Kw0@igo}}jtap4+$yx`iq@bYzY@OqKyAAD$zwZGs^Y|w`=OZ_Hs@eZ|tpl04sOFTwu%*}sH7i(ugGSlJ&JJ78}c zvh||Zv(S%~lPRf>tL9?uX87#K`gI_h8a3^qRzcriYJHksPIlx>dOyP7dcbGAd7%VP z_*K8phzY6vm=$wHc+p@eq;BJZ$lQ8f-97-*KWEIGBr6-M$tdz+bP?wi2cYFhlf5Prmg!;>sr;1&vE%YDX zZi!islYI~=vd*qO<|g}IQ*!mB*LU#0f|WMuqZs|a)n*yF^3HddIGJ@L*Rnuwl3c>C zk~6G>>jv)6Am!&W$S%Cc)*t^Dfd563o zY?_HYHT0VO34`F7JcLW>ah0o+``|QusZ67zM7q&rf58YFXf&UXS1q{LNe$d{S+sj&3e+fsE+h9MlUNJHL4f-5Jm-b}HciIoM zo`O%=i9QUIhhoz$;!0^pR=MI~40#?`C(&$F0gG0NINxA=a-!$?`({kayVd0SKAQJs zwet%&-p)_%E&6yS|d^?_jZu z`0o3z%JYDod@HN%o`l0Q{z|>Ha{k%`@8@~<5yl#A7MeuLwnljXHgDiSP2SQH@`vMM zS$dRn{Wei58S>`BzY?3z;aLxg84a-JTG~7({^w27O=N5X#b5BPjxnn9zX=$Y82zKa z8k4UFOwZznhm4Rk9_)?XpgnhYKIP#H0xxlwD;IM3yO^iv*( z^9^OP^LdM~#QBZ5J4U}=rc7S3K?sz-A;35>7C%Y$+C4kKsv^0oNff~Ld8@^UQn zE6W^;gRhx+W|-r%8)6Z!oQ@Tr==~&qKiD_}*|-Tge#gJZA)V^ssm$G&r$5R@u_Kol zZ>|25oqdsGALCjoj1AT2NSZzG-e8`;c8b$^-k*%BQ`qM$k$kEiKA>}RQL3d#af04| z5*6!^c{u&n``t@~{S7xq)1(ktk79|N_*7Oz59aHsOSG@Z`k;P-U^0SUBWB;iH?sqv zCTpMI%zBaJFH(+mO%rEcV71QhT!$T{w9mJSD`@kfUcbkd?_m3TL9F}=*Uq59G(1ct z$Z=+cPWnwWc*9-BY9G9cr}iVAj^Tc*$P7K3;4H(M;{>)pN$XSkm@r1^C$tRLXf1d6bUB7pVxw}jI?2&gmQG%z+^-ksvB^>TJLwW7^R)ga zY)TEmYMA~64QA-`C%pZ@sAX~XTs@?=_5vgS?)Xr0cO!8*v7{AAQ=u*2bgIH|H_6VW za~~d(j5=3~C0XUsk5#|myLrpfk>v|Rc$0RUS+^={B!k38Y`lhS?MS~Lp8ZXaWXtbL z`kDA%#lOioF+%K}fzfl|-qGjm2pU6||FHN(o|n8wSsyzTGN~=~8p|YW(s>X(g|rLx zK8EJm5ql#Ym*UYtd^?ZVypM~2>2IoD4-~UGPjciOmoirMKEJ zN>!oM9jQn2O?>(!oNNuZG42oIpZkk2Wk~-8Mr5bSEF2k#C8;9$4n5+psnz%s9B%M; zXUsT~WRLReds#J=eFx*+SL|~Zgj31#1~Rmu-4i@-JU>}w_Q?0iW6U43SmGm+ZT2tk zQ@a}}>%sn`O;vp9LGDXgFCNlT%eTmXxu`f03a^XH`QCFp?%c`NcSAYVX)41$RVs%0 zbTA2)vdtW}%QL+JyrQ}*s<7t>v%v;OQXi!en=GP3U%0Fk7v6@;tuR?m#w*!)CJmBn zHERp@;R*HF>^)YGFU`{Vj`>OiMTEn+6cwYz{ zL7&C6d5VWV&M$HwnT*nv+)J!8!VY%tO{46A{KHrk;htRzZRq(W|9gUFzmfb@lGUMI zKRpz4UG_z#+Vgx-DVf;MFzP*`;H9qknO&0c>o!(6U5^jb?i8}8!gzHts1D>Wr*&3> zed0diH}ga4P&TA>ReyEC`f4=HJB0qmE@Lh_%JI4Qnl+AjUKxB+TX8ZAcOlE)j+UfV zD@@1}m(9Fw5NT?$UcM`S%10K8+xbqAimIJNfK52F8`@dreLmif#fqxVB-hN{M$Za> zUgZA~YbVqB8J}{`zZesb*JD)}9u1G`1)j6rm|3&1TU1X)m1L2azycNYk?Kbs;FPC% zsepGE8FuRNWwG!=*#D2E`+(ni{Qd`CDSIcQR5ZybTSi7`NJ>j-P>Hl8`O1jON<}IZ z4MZAf5sH>XMuiFuk753lgcJiEv_{x4zGSuCH;QmMxHptiXSu!k() z^1Ebq-bKHMtYE7OmS2x4XZd6sR$WxMo~uf#nIuid_cGA9S7gqU@6X7dJ(DlGhw!S; zvuCEdxRrgauR>@j`L4&5SiUPMny^t3Qf-BEzG;m!b9{1{acj`+Nd7)YJy{hKE7vCv#`_`zB2IffZ71aVy3qJ6Q`@U23Eb zg-Ejy3ORLqxY6{8&vJLL*lIR<1uwE2Zz#Y0 z1RodcKZuSG;#);tH^aZvj5S64JVRtWl_aCxnOH`%+#gtj=TGC)MzSBwa>cN!7pZbW zax6~0s^`bNyf_K2z_|}xm)!=lt)1*k8LjuLVK&)Ko~3?| z!JZQIu5ZK!Ecmi@V;kKj@Xy)W=1lC`LNr}M=kHj1gZ78Beo+=|g^3Hy@Ep0u;qG`b z|6Lh6Kvw9@#`~~IADG>Q%ZFO;Kc&|;7F*^2?B`g= zy1V@(56iFO#hLsr8CjYe^?cG!;NPkH{3PZb!V1Z%(-QJMNtBucN5k)WR(VJJRDOE_ z*SoQKXOes%9y~(EvOMP=`gLd9x+MM`ulLn=Ary9qlS@eY9F&*xrKvpPM5rZu<$wD3 zC;4MM?k?@8iJGPHGS6@h)hpkW-(=PE^|~ED7hz9*^30>jN>VI@O`a(pV!i#buqLOX zT^VDSC;$86%yu|s5B;J1F5m0+xME2C;GA;2gjBf)-N(!~7vgPkxF^T?^VpTArQ?h= z72_7dHM`_qv*so9!VNwhLI3G~o}%ez^d3yR9oE6zUB49)5AfM!%j`|(#G+EXDz%*& z^Qxmr{Ec@$$L{QQ$u6_k*>@hhBtJmD5!S-qzC1Gd>h||}1(-C%kmpEq6JJgRmJ{f) zn&hq7CnwZavB-FlEt!uulD@RIcSGhtf1Tx3BL6wGKOLr1#Jlzw-2o$>WV;n2WIyw# zy6gadpU8u=hv`Rs=4o>&dR9MS3!%j$SF!D-TCFA>T zEO-;CQ?YjsgzjUP5twy{wKo;y_cvB@xgNqYA8P$4Uf+oo&3In?;%}D9oulvh(780o z^-rE)CCBzvV*LRS$QhXNc=M$;xA5!-Sgo0{Ut^a^ysonTwak7CS&}tu4`v){#4#B4 z4XrNLw=X}+x9z&F?8@?xzhE?uOCFB4$zxJqU7B_*j%01J?DVt^Vlld zx8x7WBXBN{StFjTF;e`jn0GD_8@^(jCOC5e*}ou7&Mc?W%YG30ReXMqeO}_f$&9`L zH+K~*mkJcQ%URyo$*6J@&nU?!YI@aQROk)&JZ)PeI_`kNqvR^eCPn!7r3J1gr}y=& zm#i1-A^eNKvQBn0X6}ugLBhU9JA@{SNp>x6zJph9i*>#I|1N#A8>OS3dqe&cIBj9G z4%m}>ra9kGoxUIFxxyH8$h8uG&m-qZ|NrirTvz{BrhiqwFqdXGvvy_Pv{oc2N|NLu zD`C_;TfT{vdt=sSad5r}b`p6;@~GBq@By^?={FDB7Zxo36nm!PVQQs($Xdtv|0Oc@ zHR7v$=W>2~C0rKc({x;EiUGH>-=F&A9>YxYF4DRQ*5w;Op0nf{_jW#78^2C*op2@j zR^Ui-f%W2vEg^lY7WGNnkF@=*IsdZZQE*6A)9UQ~gs5>kgy!M-$;L>${{`dTGS6IA zC~6f+WyL;Tr*{1+HqXA5>tXGLv)vW_tuw#_h3vhF@k&-7nb=>X}0d~@AG5gIh z_OY-XFM{0aO6GQ2jW^P@#+xE?t$^5J81n?%Bu7ven7mHQ?8?2y*!|hI14;9Aud;Za z>RT;Y??I8|em^%rJ?m;tcTL8en=w15j1J^Uf3i)ou%v29E1tOwf`_u)rz|~4t5R01 zhS=BB_qtS;%k#}$=FNV@N-SH!ijf@(-QaMvo?XR;-$*`4Ov$(Y&-p{1kUR;wTS#*$ zDf*J9hUL5dY0eVXrDWz$9pLeFP3@87$jk20XRR;$8}%7z-JtcyFx+9hw_%W~ zE4kY>6YA4N=4QHIXqL1_dM8r;*+Lq@w-n`2eKE& zuGi{$Bb*|xr4D>!eNKjVYS7jqbIwrhO_E^{yPRzo(Csm7eVwe$Sh*)XQ|0Uutb0RL z|Ab{rv%?usugOB$h29xMbInzmBxA667u+ks=|3{(V*^|nPM5n#^dcslY0h=peZx-85V~2XYt~Hrc z6=*li?lJy)+B{3&pD-qMIp&hLy!VgCoyU3aJ8<6*N_*qUKVoOTt^FX9OrS%5zSv67 z+?hMicx7FQ3^7kRY+mdN;BEi!tMzi@AM5X>dOXf2&vT`45(amseV)cXP5PXljK}7B zZ=;d&>|r=upVxZ=OC2kceW`8oJ&hJmhFC{G!H?wHy_@U}@q138|G8GROY}+Rk*j%q zb}1c%BNvlm3v7QE=Uy@IAh=!+vqM?4Cq0vS;$%GU&RWm0#s3OFXF{ke=GDiQY6W{| zg-+J`=Jb9{&tX=`pG@wk9O=d~^VY{0{s2ESsDZ zO)+mV)N?huhV@?%>2Bc_mqWh<-~R>TiKJt+{ujze(d%jUX{ARU+V_Rf8aP#f?E>ia zCvip5rx$dy&hNJ3=E`lNk)~t!k49L9y|XYdnbS|u?|fX!xrEcSDaDiK^766J`a@KC zn|FLgmt>V3kAu(P+zx!KN{@9knMIceAU=uZ&lVY?{WXR6K7x619^8R`9ogYCkz^9v zJ&I|cuw)C8ePyl<=3F4Y%wvgVr1_iOH(^7*vE~k3PO9gcESZ?f)ljiOdh@iux2!#Y=_<1Y}ApR>(lN}GjBEKOuYNuJF5zoddUdg z^nU?=lD{FDE~?-}M>zh0V{Nrg&62_F^RE9pW9m>+=1F2tJ$lgbG5jAcHdNCpr}$D` z;z^h-h5X@O4RgKN9wL3jgnXkjN` zF8SNeKu$n?(NRF*xsnOL8U(=vmfACk_|Q9-@Ip0 z0poMbeUSHyvDrT2$!%;_%?Le>k!O1kyEad~(PY&A0XDg-egz(;cEB?jT?gv-W8Pp_ zM5kbRIc-u6cnBLz({3z#=X~WgK1s&E??l-fT+`Hm@U7(7B+l&Oe`i4AW!7(Gq$lw4 z3A3+rRaJ>!CQrjHlmgUm*{yJpvFH2jJ-(m4LA8u_d*Pc%Bd-pF=6BlU z+T}|!FXXMs4sZhLo8s4PCNf@;3f*5sh-vV7cVo{r)-w0_P6?bDW0D0b*}1vVf%-zNTo=5fz_$EadZFj zE_(OT<6LcLYIPo624Li}!uQ|LMTYaC_cxC352uSsovdr?#GY5#{%9;;3+bVx$xgsW zMWL)~|1;K;V%n|HI{+uXckO-}?#(hrM-p_x!DKhhlb+N?>&J`k^XedDzNpuA*4{I) zAkXP4zM22%j*$3DmdBvY($#yK9yo|{gvo|jM zO2*T*`x%ni_t+IzYV(1!A=r*Rat9ztTnL?SSnfqEy%K(<_0E0X9`Kk_uzkjl@Asuc z>%!G_B|4;X^&hy{k7UKXpZX7f8o4G^Mv(hkF@K3`ip#O54X#ax(amB(MRw^yzSOku zL%US`eSoL*XSqKi`!@dPzF8`Q=b8F=UR>R{$qPN3<+t$g&g}Cg|6InayU=4GOI{82 zWX0_3=VJcwGar}(Muc-rV6k7nW~WtMa7v9{$pWji-v$TcPzl?Psypb@=jv ztEgA`+h(Ir(jxiGt}=Eqfvu$f8eaAr)JBQGUqUs{Zt_I*0={q|`PabwGWzFf)Az2q zd$8{z0-bduo7$fk@6Y+^9`Usrwcb zUA*7o*O{!{UBpV&(YvfKC$YtAh1EQ#xpL08fwkoW-dToSPloD^=3c_;U3lY{Jo6CV zlRTVN*ys~HZ%5DUWL`-38N6Z_>~9g{9^!Z9Y4b5T?uKe@a|U1@etN zSIg_I3Dv#MF5uoqOy>1-MWw&=tWBmLy*`)yCz^8y3-$6ZnFEtyb{R?c5-CRex!u2$ zAk)jcso*plUU}a2HGg}PUQ77Y7~|iEb9r{V!^{l|Y>x#t`@E)cmP4bLSx1Qox#$16 z*7ut4L*uj{?+$J2u+Z=1c~nGy#azoV?Hj1(oLD{bzX981jQfuKrxrLiorO2EMY3*o z((7Cd?L(4O$*G9FN4cVY6@P}2?0G2P2eA`ivdru15Xh?iCXD-8Q-3q|QS?lO*^>+L zFBwsrTOrDkAr(_nhb+5NFM+{@B-jtasU0zlPvmU=2IJ?O?8_LOj5Mb~?pR)bx78?5 z)v~koMOt)ljgegq*}c<~*3G@Qzg~Zn{t|4uTl8+{|2+8&t2fi-C0_ewVa6RkOU1h( zkk|{FM~Nz@V*ESe*&5uM?e+2S`jM}c=F_Y7PTl3v__WpEv)SWi+`9sEvo~{*8CGHH z3#@#N9yge$3pw@@agwR$FV`LSip2-xbzho3qW8J%cPrbZe)aK2&(63H*fBew^K5)A zX&$wHCXYz&UjM95va{8q#|7qi#_Y)pw~)O%@YiCzvId#!@w?O~NgcQopc9S_CiC~? z+s7z-k+2<|w^%>U)AM>>^u0cV$ljVi4`l5cq;CMx3OxFE*foU24Pr+FeziAmZ!do4 z>S-O;j-gvs3^Rf!12qKA*nDAkfUJxKd;pBxXOPU+!|;q-P6^ z?J1TXrEl&Vb;PD6BF{>*G}bm}G2>TtaXtG>zJkRP?|h0c!?8Id-)x3DSem-U$*-1^ z`2!(whiK4GyPOC}MVsVW{fIr^7e$LhA=UYACGW*h{L-k^NS?brJ=tv!&pQnQTlv5c zbBu&_4QpU2SQlrrm#tOFkdtrI=i|j&WRH{=TOG3FFj+coCCLtWo}vANe7%~#KER~p z=By~LkD$fvEV`8>Z}G?)Ecuxz@vjI~mpxlxWpZ~XU-tcMG+%scLzV^jl5;!BS-(cy zNY1S*3UM>h@*X-iX7?A#*@IQ9v-#=RP?j}vkLDmOxsQbFu&lE9np|V;aA`E;Uejlc zn05s`U&XxCQ_59ia`<0Mng%pl>i5&EyHeZjcz-aRE}+9Q(tm;Hr@*C_IFejuPs8MM zHrU7qmy19ZjQAZM=44RL-v2_13ix_94Sp1hhKddMnkTz1i-=1vdH-aQv!73kinqDb z@{?zKNJ{9+c03W3sMx_xWBl zOb(fk@hZFY&V*wHKK!6rCy?nFe^1vsyA4{9xG1}Apy2@4NG8P%ER~hD3kx-XV)o3n zlh}VCr1B)EkCAqeD<{lKiXy+0^bRd9V2flZ{oA~$GMD^j zcVR_yEe@e~vOrym1*0LH>=RG;Bvsdr=2IWiVn4lBi8Oz*)@6es#%kyEC)ex~;GJvU+S>27o?MS5_lk*mK0Aa|we)?AR;9$2Q{nZH zu^-0A>oM&r=nnHbd7iH}%L!z-P@mU$<_Y}m1zzzDUgd1@={%>NSvwiOKDktd@+iJdo@>01_WO|EObTSJ`Lhkx9TPq)$ic>2Y&Zp5e}u927GTnWFADMak9 zY&A-}PbQc!^(OreC-L1pYatF@kCzSgIN$u|(PAC>FJ@=YMQz31Y7dn2Yk{Cna_1(=2zTVQ_#NpA4^Q2Jbn zZLeVYA`z{&|No)gYL-s*&32@Jl&`P$bC}O^KKv?UCtGXo%qCAovMwaE|1Pr5GH0?w zl;K5Z;cd=69stYdM6K?aISuy7oRoa zEOPbbv8~0Xb7=9bPln)fUE>yE^U_dm4wECjy8>k{Ks8qVL7jXSMD| z-(*QYAC}3TG6YAi^M&MXd(eXVw&o=Zg~$3 zUxmvfu{l}X4yV&_y3Y_dUiANu&@D#N>_J({!*=;A`zCYERu_&f_~u!nTymhb#)MVy ztjY#;Vc(UMC$aPpE&kyX2SPUao|3nIDIdNKmqy`QasHRQas!}Ug^#9YPM(sV%`0}( zu`*jN#;!GdrVe8*nSDSuq};XC^bvw%s?D;(TZroqDlF^6;+H_Zz;HYmUeC--coHpgLKbVItQ) zI5Et7**%=9@dwd7J39B{x3AN2et``|`B`t{4%bguz5bERcd0K z0@G*7)Kb3*bnQa6r^S+-Oxh&%xdQ7~krhRfc<;26su)G8NYqHec7@zOsU9^7ADw5i_ zqx8zXrlShif=kWygJ||-0mCY=Ua!T=JSZ8R8x~gX)VZC;6I0(L`_ztu@!z!m*bMXd z;RtN4MYE^zv>N@gyJj^{dj@m%@-La?o-y*ztdSG@_ZjbTRz8JBH~L1iOaC?alQYq? z#K2`n8l~3|v1|jzomu#%u)#ZZ=rao&X5&rv3eLugU(J^+G*^i*jq#uddETXM&iy4{ z$SaUuARZ@QO)YwTi&LlL{sidnw5mL6{M2PRNF2=`{(<7oboMO9k~fp`Ts&O_xq9SJ z2H;XWr~+iN3-lB%&KG%l!}laTR`cVgVslQ4ZNY_Mu9fn1rwnOMr{h^TaVpE+q-P_R z{ec#rh>m-c>lt2<=g0qPe~KAz*0!Z_vzPBMvL_=>Pgcn}yJ{r)SzMk#wzXLGi}iYl zPusFcFBZH8m-oZp>_WO<%MoTM37=$KxlD{%gv%AhvDMHyM*CLc(F?5l6P)%Jl@B&b z_7*QT!tHQQ-uFDqs6)QCV(kCKgUPISES!5nu_K11YF6%KO&7CnGR9;4EIShaA@|Ab zK7uZ%nEe6%xtOQyTZoyrix~fR>hwle&*S~9gLHSePvdv5>-jT17P4e&n~Z|W0R@j9 z2;04JysXiW5-GDQy)7M5E#^dhFQ;YhlU9O%c6GcWu9byjU);|9^dCswA7^Kh;wG(2 z(4Zx2w1;I6vL}n=3v5;&QfsZ*FVO89c6`t8zItF+fiW_3 zJ^cEL&6~sNa~hn&SBLZY)ND^Kg2&A`h-Yub|3M^yKl=5x7o z+Ux&+uWJvFWQ{%n&=c(J)Y-n@qSTpEhn#vns=nplbQ?QtLSII|>@Ke@ zlIF?$dW;c2aTM&x6hLAL(+VS z8(+ZY6Rg;Rr^)Tm0|!@VmlY(nu=>C{c`2K+`d?6d+_+bIo&DZ-iEYVunUma?vCk@2 zKboxBO;C;x+(^1l@%tB%_bYOp&sIyV34LAVjKtu{@XxjLtt7d}ReVm=U+s!v3NQSa zg(uT&Ckw}ZxdQ$c2BZ8g#!C+OeQGJcxK*^s+22dZF~O&)?vuP=W$E)256do%QE=br zD*13D?&8Y>#Pga~@eM|rMAxRSbnmdz4rafc->S$Xb3ZzHu-0k$30D7&SGf~~?1T(74yJ<7-CTkLUM;!ZH%|AlD3Wu^-kR zg?Xd#vyTz}rQ=QH`a+bMht)Qu#IFOZl;YqF_ zQ!9Fbxc-v%4Ke>(a~{gF-;(k<7HPvy$yao%2;7Vhrmos`5Z;Hze|c3}yu1-=d5V~O z68DSj$?sDIrk{xiJ+iI9vuk5O76!}Zh_j=cD z=deT0fghspceq$rkLSdnaUxr3HW;DDb2yXCBB?b0FIyew(~>M$N!vQ)UM(tQkLPYy z{#%Sat}s(F{9cWlPa0|RZrx4$?C+b+qC3sILahGP?>r3~0HwRNYzV#M;FZc%*~9lfq?XV%S>Q+U?qhK{ zRp?5ZakIaZVKn;|KcHoHIo~hFePX;XSZ@Y9PRGnfG@6MU`?CH4Y@RI27va_C^m>*I zPaAauU7ll~DP+F@;@PwMtTtWDu*uI#ew+LPpVD|AUb`3WoyF!k4|f1OJ~QvN#!dy* zRxryR^(y)-5(kD@f!6zUJ*{#Ya0C7wrtemxe?-3I(EfxBCt>A2yfLVLjF)SzVk}0yc*U5t2h?nh6+T{Jp$;h#^9maYyc~PpP)xzP1x^NQx!okM9q~(&E^Yti-dlK9ck&n6Cj`-=$?v zR42nx_Q+iXlfJm~9?PHST02$sKDO@6@ONu1F66(z(lUF0he2ercar;dAC@>9H%~HK z334CqC;Qj)EUPvC*TjwQarzZF=RQ@gZ8xy@Nc~@CwX$CIqS0tlZxx>h<8ev8yaV<{ z*nJMvmhj6S#!M!?PoVN7KA#1TGNS0QI9HRc+vCK$JS;x;lxX}F%sY|de6w8vg$2g= zjW_?pzOCtSq@MR+%oF%fm5p2DNGgjYKV@w?FV?>bcC^Ky-O$S^`#Zfl1`4T=km{w$ zZqz~4%FgH9317_OITg8?JV%k{9<1s|+T+-;F`MN)-j||qDxqZ^t4^n!$KPqjisVSv zs{!6!4THb&_Bj?P!lGTRLIbfTc|s3|;3B&8Gjmse@2y2L&EJD7xtl$~HOX7_JI2pB z_mlzCz?j9N!9F-v8WzK?me1<@0mKK9;dcnnv4-5mUrJ-l4XphSkNl54-yp?* ztest&t=O?4?T_tXW!y~MV2tb992+n7}!=PfzAJc5;n8lxgBPr>)v*mtL^ z$edPNBBC_p-8tJn$!CulBdgP9?<{87?5wNIpSKvJ8$Mk}vYeE<5zY!}4%I*V6 zxt{zj@%j@HB>N}wtZX*9uEob&y?+sWhZwCsn|wjC?^vlPHti5Wiit;6*z9mVo-+uS zVb(V=yAEq}*83GwO&1O8v)N`|+1kvv!{vLjoy_9n3O~zO>3;S*mwh@Ir6V7@+sJ#g zTtvzZe7B^wlcD?|>1&#$2hBQ(FqMp58i&e=x5*cMoLS$4a{A0^91r<7?gu;Emq1-x!i|(n$|14&Kacn7=4Nvwn3^lU5_Ti9v11y!o48X z*z2dw{E2A$2fi=Etw%_8KYWw5=*)txk|Adh25ln6%k=n|6^60W9-klTudUv_N8HOf zuv6%mGqms1`5U&$iKO@SjEARQ(+~L57Gf6`B1*2Et{1~n8GVb`pHpv_`ZT$ta~;qg zAMc{mJs35K&YK{cwR*m2TFJVV=Y`3jS)6o3pwSIN)3BtDwmF5@k{&I@iOOQhJ^E!A z{CUP-Wv*APqd((b*2kj?s9k6UsBhFhBI#(+EZNkn7;(GUH4bmu8KDU4RK>bE*p`Z% zr$O-lvU~o;VyF0f5oY}d{XTfL6XI8q;z6tT#s2?-6<-uZZ!`AS>{Jfoe|z17ehsw! z*^IB?%z8NWrpMQ0&n}v)&40Woa~X|C;>}x78m8Aol9yqP5>OoL?_coyNTcK$?=N%Z zdt>FoH@DIBV^j$d z{dtzo-HTyH`HXDeVq#h2-f7O6Y@8YsLq)aqY}(jbG8v!lC*_ACPce*|f#uzJKqZ!a z7h@|!eWB5xb^Y`nM4G^4q&WTn-n4UVkSFq|9O8I3C& zN#C1h^~_nt)nhMf%E#8EQSJ3E%V(-Uf3Uurekn%|^4Tq+>9gu#n! zae^LiSYMKjrUac*3#JS$hU;;8Au_b)X@`jl4MmNzc%9SS-d3KN_E`<-cNg zXK0qj_tVIjCxWfnD^-Q}vipFiXgW`FtyC`%<*&x ztzgTdY@Bn;=dk9%tkcv_SsYzSmwcy9-sZPRlqb~R>Y3BPxgu%f{YQ64uTsjx7az4AO{JK4VXS8}0_H0~O{IDn0k?I_HcM849HJ_T|=Ske08_+V{3jV{F4Z!7$LF&32%ja-@gt;9zN%)JluG2wMZouhr~ByGGo}$^C~R{4c$_uu)|=u4U;%c*OlUeHpag66uq3YM^V3H}P~ZUN@o5-B@^+ z_iixGBvwd9=&}&sO2Q){)=*T*Zh#+Y^OApuxegn`lP3F4FxO}6v7wiF@(q3lRwd){ zEX+TS?8(?v1QMg+dZj3s47a%>KaQ8|XZ|DcV4&9jL7=;LtC91}!n&WFV8hIIIj-Jj zw$A)#J-_~kj`y%y8yNm2+9aRLEU)%q?@zU8#G0x2bC6Xsr?-Ye;z2PsXB}I@_aS<9 zfm?5~Jn!9~q0)dXsSCOrn>u-Si5YHS!CdM0W{>?@emJiQ~nzb}?|DELC^kN*wBOSE0VCdaU7GGr%vLaM-)GHU7r zj5YTOkeVY#rIJX0k-QG3Pbu)Y9>1$Ww$uIYUEt^@xTLPfvHa{P{?Sq7m`CFO;q)!M zIoT#FviP@F=(Ay0M0CmO`=6L|HNRMF#*=tx z&*{L&$eBDlGsN-awK|>TT?%W$O6$N|tT%*ynz!sU z>;5oGE`-$nN&TKfSs+y&jy38-@PCe<5BB-(aGis9H(L>&fbAA?EMc{>Vnazjl3l@P z7clCfZ%<551;|9ko%H!xzxuHJTH8E5O9tX$n0qs8-o|=W#FSNLegS&fBb!`P)$sLI z?R#2{U&X1mq}|L9l6$BV|2AAlleu?0A9|@eZ-!5P|WVpi6YElG(B1zxryfl%Lm!_Lw#n#JNGA# z!NG6zyo#M4;dk}Tdo3xx6c@*f|5Naz5AG(@*^0s}xlf+^r8kf&XNA5a(_p-N3S0V< zZY4}w=rvWes=*p#>3s~(%yYn|Mj0=fjUe;Ga66p8*U|D)az4X@cZoOC{T@q(?B~k9 zygT*yMbt@!p;Op5XB+o3Z!dmxG5goT;qajnH1lLH)yQh{xK&tO88iPe+pRb=8wd9y zZB8sLux3o*rSC)PUq5HLg1p1HXY;Dd`SL|L{kAy%gVimkkIxtBPNUaIoK8*Jr@ddE z9e1!`E3x`s z{#YE}a&7lAZ{8m-$CA4ftE7_IMRYCa(>#m05L$!T>r=5K-qukxIvQVg>s7+%55lny zJEvAi_DGGw^5om!EM|UdZR^H5=i=ShY*dvrx4e6TAJ)(pN!XGz;X^_jHJ# zszvfKCtGk0pWUecW8@#`{p6<3)3AL>Jb^CfL*{J%kD=QwP)#=YQ6j~`=BPu9$H_S! zTG@4&Rq`f$Yzn()AfEL;r+OOT#6);~NcS>6&C`igEo#qChCno@8q2fRG&~%S*%unG zyBIRq_%~p|B`|1mbg(3ym|y#C0USo_$l_zOBfy9%Dx1<;UhpmaCCa zufU_fCc$@pXJ_*zc=bFT4~IrQbN#|Q^K4@W9aCK=3_YHdCE4j22>mUV99rPTG<Thtca1H&~!DHpXk+xu=oMH8{^Zd zu$cT6R$vO)*J0bHM@0y3ZUy5g`H@ud=P3Kd&*5A)OHI09q-)|c&cdb&*XCkKG z&Tlu6^<@aZVa&?rp20pf=yhf%pE?Y7IS8*(K+FPJlsq z5}gF0JVQCaOlOI{%kg?C4?2X`)}d$iA!i3q12MI?5!++Jmn8VV8u#b2{YzRO3CWV! zn)ABr*t@sLy%FMH;q7kkHX>(gm#-E(`dg!>8X;L;>KQAVwkLB@?f=#8N+=v_grCfK zkTvjVewEyMzggM(!G9Lrn`m_#Mqg*0?uut)*y$1xKADaOXwynmeg+G&AO8gGN-mQp z#rT~6sYu6z=(}CZRCUgC_r6+>Ao=-xbG{k!3?RF9zQwQE#<>wf-|Kx1DNo=-7eZn% zR8Qam+gao*82m+(Q$(ob0Zx?Os8180_Vj8f4AzQA2N|UtoU>n}57a91yylp4Gb=v? z<(yk8NuQkDzMd4V{l0|N4mWxSoZg?ulrzsRsE)ylJs9{ua~{eE?$B$T*pw%}2U!bu ziwepAd6H;wBVVdO(*f3z7p#5_SUcA(k3;%Tqc>#51~{G^YsqdFD<8&cIj8*)PKBNM zraH@d@&%;w+~yF{Wo^qTr<>_p6kmq&i|pH}VEjBY9!uAcSSi=K$^TM{7FYS?I6Yc< z=UHq^ZlLeX^D&10>iwq1K2*;YX83`IL%ptP)b{i{i&jVZ>s;@bfz@jeuc6%q*wRvz z{vE@*@vxk0I8E7V3VSrc-~e3O=~abX!v zhOlL_p*7{DKk~qR`DSw0SH-;}N%*C<8%cGfxR!cF$!gjZ-?AsZJmxkNp~v#HJ$O5W z1;6u758Ah(LjzGSd#$pcYpZ?-^71Sy(LU83p2wiN*pa;=H+WUcC+8aZQ{x{Z_TR3}tyt0%kMhiX5-rYv-tUlY!s6fR z*V#Lh&F}|X=jw0|Po4m;E)YuH`aOJN77X%ad9u0oXn#cEJKT22k7co9W*e$?YT*0; zi7{Ffpi6|VMSQAJB^!>p%`!aMI6XC+}Y-TgY_Q)@WGmZN%=6}PR>ha{SjF3Ghsr7sTF8$%}MLg;b zR|#|Iu~XY*Bpby;>WQPbknCT+B&(8E@Ma}j47gpEmMtzZ% zsonAi5B%6FnCBQd`QMU^d+B+kUSE?SJ0QO#?MhZk9hR%vE;}>N#O>@AepwXwA1ii& z-BjZ=^G+#<<@{jonyfd&Q&2tdL-qE$c&{xx74i%TxI&RVbfl|J#keKelY- z5vO@~80|XYS)MK==h7Uuss-gmtoobli=3{z0ArJhsV0eP;Non0yy;bCHebrh-7uqq z`I9p!J6dY`D^KNft@}2#rs~mHB<;&TpEK7}Mm`ZD`8Ikv-u-RNrJ_MHa-1P9H-&G` zzm|l~0bbn^TauPqCG!af)C;O-PkmiU!M(wR0`U|mibOQnV)SZZKBC;S2L+8 zeXS8HYnQX(+emk^`Nv`4mAvgSoJ@_JSD@I5Z0n3#hxU6FJg$Y_$fzj_Sz^{nmNMVRk->*2V4FP|OZDkx79 zD#B^GPx2(~P4E4q|MBqJ8y1hzBfCM{k>Ma%HfDnZ%|Bbuk*t)b7l&zm8|@#&o2vZ# zYw_|AW8}0)zGt5YyJxU)C;sL+{`353GvD0TJAXrYE-s#eIcJ#XcF`;+?()o`1^#Bg z!6p)%Zlx|_U4Dwx{rF8c2-mcx|Epa$*Ev6uJu$SXYlN<_OT~#tux>1A%V?4OCbP{o z+W-6T$ur2EY!i!(nDg*?Huqx& z&(gg#S+>*YDg3Q%_Bt=c?lgvF%JU8LRkIg79EVEvqE8AOt2XmB)Z4i;7B7~>6= zC~qyjPrH+GCC@|;#fv-HYBlM*utjPe-A<<`S@d}FR1)XUrAIMq^l4)O^adtZsbpwBhz-8%{KQY66Tvv6WrTN->G8T-YlCO@Gpp#&EVC}PjcEF!p8UE zVkbSyLc5{0<9$)&OtTfC({}&9HBO!a)o16AVUj&?Ke5;{6693XKGv5-(5NFaC6CHz zynUMw?yX;*G{44+PG-f1kZf<1BgMsTWY0H;9p>s_)a-`rAVzJ%@|>eCX_lH0dEZq^ zp46}7hplTr4jN zmM851Oz1$fZP3at<@c>Z)gW`Nm~=S#k`pW6_D5O`{}7?Kx(Z&dSE_t=$L7ssOJ?{| z8)dn?3^JdIpVnm1rP%{V#5)`&%$!MZw&4uF21 z^t~jyjMnaO;!_@TxHnndIFE>HVl#H*3?7 z&0G5<9(^C~e2XK=RNjK`<(z3wN#*;+{#reN1?S-1MQoH^t`B+dS)-*=X!66JFK+fD zZLX7F^=)GDzhra#X(R?D3A z&GV|u+4){bTq7!Eclyh&Dn2G%b#lEaT5QuIS^NhWdmC>XMB=jiVg=;KK`v)?+mkLk zZ_l@`=NZR*m~=KyFT9%yl|0eR&f(loy#s!o;BXs@?PR6V{B1eSQZw~SIA!l=H~P%x zKdWf^x3TZ>`C;1aqH{;Mr)tX2V#;FJ?lk}Va7!)IR2be5LM=)36lsry&FSVomsY*S zm)z;O&h^H0mU{;hb7^vm__PfgW9Yb&gl(-;hiN?x3yxx$*UZ;l1T1Q{j^gx-Y`QmI z>_f&U%yXr`hQQ`#8t;Hgbo-7+ci{_dy+4sZ55TEZJIW5`t;S1^?$in&NsBxKZE2LX zer_pT-Q|hbH2h07`4;@F8U6FUvZJxi5P2)RhWLU9C)@jJc|3x zV(bG(EJMdNxbXr@<{D;y(&e1iPP)E`9ofy^(7dO!cPpNiovhg;eTe?q zZ!|!>`3u(`H2)Fa9SV(I{I(UT|HYQGjDH=8%R_V&Mn5KMR^?fT7_BSL4QAUF?46A7 zdG@`?IC&PGoq$z&Ww*k$)dRG+4@L*#U3)!C@uqULdmJBX;8t0$pW^GS$(s7b*%xp< zJo6MNIpm7Dl6n|YrNqRX25Z4mea%)0{@43-komUb-8d3%GjpCQ|02fi(zXwa))8qA zpwC65p9JMDdLKi|M74R)NS2y5Fnx&)at1V~<_59E(Ud!aEPDb0^dUS)# zB0r_9PuD_riV>b9?Gzg4EO~alB!-mbp#w>C1RkV1Rxg^LR=D~(%DS-5^~2R#4mIAs zMo68Do5-7$?KdNhFw%3ddBgAZbZ$zjeOayp4O-FfQ9R5!-REi30A90seNFOz1i@4J zRzEtQ?K<{r@wBf`pDV10we{(Vzf0kjSP-A-!-{hXKC%q2hMQ>uj~L=rs=PJeS&6n6 zVZ~6$7iFW=dY;Xbm(Xe;`~PCB<*a|3nNshdwCGXXIKN;%Tn?EYyzncGYKG6nja%N|IWg87 zPS?OR*lc36(x# zC@YPU3a#b&zB(DOoREte+-%nYoD?6ng z)NLZvFnr#NT(1}*J4v2X)S-ztva6WtHS#?j?f2hYK7I}vcHFG_1 z4wQ02FW;vcLM_*sb!a@*byX#ESEuWLtkDk-NBiqSep1<7<7jscIZm@KK8n}N3+NqS zoD(qT9e8ac#YCeXfphQBtPw^Qh0saf8Du?JT;N|xIz5IlMaa_8SbK>HeX*ghcvheM z$(T_cpEu%G?)+z8`9j_%y2fLhHT|%Cl`FB_LAFk&XUUdPa&S&o_B*{0sk*qOZSGXX&5GUR}idk`#~d`L9X+kC|%fdmQh16?Rwf+CQ-1 z2O4Cj{3%{1@5gW>Eivj1tT;*U?9@K9fX3t!X>NZGxyf?27-4H=GH@=GKRf z*q6%d`#^3REV{GohuD4(uH|m^l~%Bvkk|mbM&!7`+^I4<#<*+EJO%pIaIORC>XYel zt4=Gv(3S`1MDNFZtcp1f;%D91W|AIt$hC|2mD0M7naa^7`<+u~X@8vWt8ED}Dpgsp zFw#)%_cumuK9}8#t!R3$v1?#PPa{9&YP-2Uj~jaq)PINAP^)}ftoX-h?Zxc9;gtRD z$-4I%Eq@hTR~dDy)o81gt2BRGN!BZ{C3Rp<#D|HP^iaX7kCE+Snm_J3BsEWdhQ?{; zNF~?s=n(qcPU9{7t0!z4WA%HY-&Le)&r>R~Na|OwwqmWr=6KEmNY97o=lUjNO)Yjg zhgU9eHL!x6QX#aH8K2{!l`!Q2eGkX$wj^Fb|94pM?1Fb4j!_4($_(w=h(gQxYcp%^ zlMt@JCdojtT;KDJQj$-k4pE-euI3@zU1yyMr|k3I1KSl^j3?9ebo|+;>uH(%!|i>q z=tRHllh_Bw-xP3|jz15ZxfjkS|M=519?5FQ^XL`62ONw$$;6a%jBn91*;R7hy+7vm z!N^VGV9u@_Osa3NX@k#y_G*(BsjBdSNOByFJF-qR>&@mr;oAkqTu0iD{_X?Meff93 z<>z{BB@3MFohf{1F(xcz=S^@;R>E)ac?{b=YTU_M)q}t^c;tNjY*LP4=llIN3tH=a zelsq8i7ge`^H}{F(y%pO{L~!t#He~aVi$&e&62$_@_sEZhu-rnJf0_ZB>PUUk2UUY zmP{t*OIhX$ta^fk4`WTLZY4uaYQg-EcK>L%+Z9Aj7@bG1)sXwh%ni(XARd3grpaPk zP5V@MX~Wuk_{PuB%~QSoVDp529jt+GW5lyCorz18Sa7=cs~a^nYIB~V7m0I+rN6OK z`*M;tc@p|FM*oKim-E@|-C8Dom4w7Wd}S~^lcVY}I31xy8=7X<fCkoZlp_F5X}%yjOKePg^?R+);BDkff+CVvz797>8U#%l|;#}H0fHt5}DnY(!tb<%%yhQ%d^w$FQ&Da<_T7#>xpy|*=-b%5J3r|Nn>Mf-LHZwQ@;fP$J0rV}le45h z=^xeR9?ZUy?ltvm1(S6&xswgw)Uqe`*0RF1rq@|`cD4wWEX40a@-H#3j~(|YXCz;*0k8sFyiX|VdkIJN0eo2;X- zsgD)Dt`VN5ckX>ATkvy*wYF)&hS|OFDgKOL^G+oD-8^TJsj5+{vQsMjtrE>&(qcWl zo}^iJ<0YHp3|71w86QDaZLy%gIGBi$9EJZHzq`NACiR^V+a~s=D(-lz$`m8z8&~f3-$Lpi zVf2o8_%=(@FUa#f@NBQ(_T+8!~X`<>3<4%U$t)hE8y#-{)`rSgLxK-cBFk>>`*p3ya!zC4? zt`Yy9piA<{zCnTucyqE3dBH{<_vZ6}7SJARmQAF3fvtP_Jk^9pktVxOQzbIB%1^@aRLVV$hZKQ* zHS%3AqGSizTrr^;jOJn3S^ni7@GyM`u=NBo%prFlRy+d}Cz7rwi9R$#D!cuFua~j^ z-t68{#F^+CZMo~FjnP)j~Au-!GUD#McX^Xx19TVL(ix2e^(*?l_B>O%+GoBskmN( zZXGFo1=2_;;Dl8q;WSLO;ngb1u1y@a_ZY zmK@)!`0^Rzz+pzZ5#vgc>`*pnPP_PDYM?(0zsBr!gip`byQ!%062`nimhA933d=U~ zhTZ0Vf<4Q^PZVNW7kyXb(-nGU z@4#m3RWe6U60h=P@k+9u$wt{#-JI7X%j#C_PtKnw%$j{VsRG&NdJf#g zA=iSbNwCJakJGXVepKT%$*R>1w`UmjN^|A>`WAXlg?u|#XUXJ|{TlU*(vg2uBFO?$ z9Lq*~tQNW3`y^!BvPqukJgeuQy!NL;lvo1mJY`7+{M2E+Lae?GJGS`rGJg3Bjp~YK zZ7{nyR%N}N#YfhPHP6wpzCI6IS9(EwT;Utqi)2c+uT+;Q0{8!De+drM5xIsJR{GQ( z98LfE+V4-NTz_mL<-e{Ii)t|f+IgPYLoB{o-(DYe58Yxy`frz z3>|SZXO_qC;N))_CFZFlmeW6Bd=uN; zK*GKlvylIP#cOWI?lP`8a~`xd3=d_EM8H)(&wbJgFrHx4l9=9EB+U7)O)HfEQ`t(h3G(p=d~b2y&AZlry!4%29y zE3{@b{*_*PFmf*0_J+}0esUK43MjM`YbxnoUjGUDmUPXWT-UdYZCUwN(m!iwo=^|a z=Xd-W;P-a+yp|>N4Kx|4`@*9b%u=tQEUO#{t5dP>68LY!`c(bOxucz~V>bD#D!F&~ z>q1hGC0R~PpK7$9ef~7ea_{0vd}s-uN+L}7-UP=_HET_pEn%hQ5crquBBTglsbiOmD>dAS0;S*N~H$WwOhmzST`;$N7L8+_M3p#^gd9d{( zmFJUBY6?x~lVYJU+lwP*;Qb`l<{9brwEJ32`vq1XdzE|-SGyLu5$hkZ*35@aO?Y2S z?w*i43u8X@`SBzv3b!JdR!#i6M(gB*&z|9n{Cg7ypKEb1N%|PGsCifL?v8L6rB@$p zu4z@dq!7uAl4L1#>WP5aja8Z?sq&L7<8#HmI#^x-PrK4#zBqa*jw~c=s_(4Ch*V}M zfuCEvUsm6HyqBz8$v~gnRDX(Dud~{_*qc*^Pw<#~@ar>7euV{Ih4f#fUP_(~y!Rjx z;76-Q4{@p&-?)>cA7S}c{{68rwqr$}PiODla4ZQs>$83lpH~rq{^y;G&6$etCB&T6 zfSdx4W$*}p6BDPi?4?*fO8i*|?PKw$g1Ayk@2+M&iFSX&u>!r0}QFABmRqTj8-!9V7MB{)voCq>6Mv2%)dpTz+I8D5(x)0=b~`oqcLgl3N`{U` zOg*i{g^KJmoi%b#A=gwNng2oZTnd}N&64aRw?d{l-lURMRani_b0@pyZqb{pTp8bo zvwSMOY!ywjT0Lcb&6C4acbWwIQ>{HYdvOUp>Y96hY|i)#H1s7u?cjGFxFAL3wbxHUHR zZM3X!=CMX9r*9>3?EqNr!^YX+)Ss3g^TLhf$^C$#c=Cbh)Pa>A6B7or(buq=;QP+L zw5%^0C8z5;zVo_SUNrK9I8)om$x)x|$=S7;d({7t?0MSd>=A13#+bytkUd2Fn5&S#po_%PEE33Sv1%BC-|5BwKcTMiNT6AN*;!>{Awrf7-OuXeEK*W zoea}?n0Ogkdhpc;3ZC_aSqF&A>!6vvyEj|;a*w4G+pdFOp800qL0Kc#hhBW5BPKlv z`A4w*FSC`heynBD@-UmpYVY&zf6X#o|NivLp2E+~*p-CIm-!}^U(5>Kte>?C(d;s# z^%gg}(dfdk^~$@<|OEeodB%`j>}udotw|+1i3e zL&VDD{LhNj2R@JD#sKSmEexKF?W6p=+Du)b)D0IK8nb~hYvc1}w9T`Wr)hXPex}mc z;kY*(p1DhMm$qxjb$r2I-N~6}>mRdCHCn!n{n^?3s}*XZIZ_2|fmw#|lAT6;i=DfO zK{@^KH7wr7moDCWn};O3{;71@0P|UTCck{1hrC6*A`riloOvct1rrY@)km%dQf0WQ z`0ozA42DK%oI7u8FsP3KVGN)#7>ONH|12izSz83Qr7b|lV|ox8E1 zE!neYFj@O@XXgiFC3C`OqF+6{%Qwgqy`TFPc}{W&JN0DA{l)TSR<(2deSkSOv)~#t zjlq~kUS;n?AMqjiSpLMDKeYV<`*P;FjMmk7KzH-zWWtS5xSZc~#*}(q?PbP)*lG>b zMv2U?nBgAMUc;jf#j?YVa~kfi!r+|F%O2+EXnFw6l40sRIF92{!*KZ+GJWQEPC|6i zwnSk~+KerC)A&%fnPZ;UjgcDAsZG68Os#-RGgz;N*fPoJ?eyK{^D)M3VP$-TR7**i zlkRV_Sx(ST!K`sCav2?-!lY+Nd%kyHVxP_;=#O~)IXU)+Z$EKkH7+F6)pa7r=cLM0 zw^UvK5Qm4t@Lo)7hfNRQ@d#s-rg=RcloRm3)8le|d$2+FYg8wHSzJC@B>KSLMMal< zmn&%gnSQTq@&Om0DY&o+xqhopgkiDP((E2zRKxl`x9C(vC38S{fho$j1u;gFxv{eOHP3< zyfoiQ=EDAR-$I(OcUANL3ylu!)?d_G2Fvq!e(v%At;I#;n~#&>;A>*bRyZFfUeq;L zC3eg=_R(ZmpnW&2+lyAmi&v?~n{yU}$(_4|?Xi9g9~*>^$q$yQ+SgeHUV%e$I3!!f zcewC7-FM)~1d;S>NM0u1+{>%iiZiLG)=`fYWXf~L)C_M(?&HmUg`fGXo|E~>s9)Yl zE1%CJv3NPmTC~m`QW3WUkT=WW91OmNnPQ!uw6ixy5i7Byyy|EZEnUBAo3A;D&oX9 z{Cf^ulIM9TK3y)(T+SQ1oA(;5t1JR-C;5c`N79{u>r{Pz0MAfFC?!M+jZ`8bM5WPC zq|z+SM3IakKU3xu4XA`l8kEu?q@-v-6cQ;73MoaT()0g(@Bg{az4v|JbN1eAeb;xb zecp5SUJI5hc-a_?SOkxsjZw<^OJLSfTv~w{Q?O~FsMU!S-`u3b`05X|D?-}UB3yPj-@qQ9!hJX#=Cb4xm~Dp8ljO_Joik}LT;!+=-LkZ6K*mFO z=y;K|ud!aI?-*P-Lf>s*z72D?(rFCD`eRK|2;M=`#HBoIPYsFeuV`VUX6)XIrsLqe z8ip0Meol{LVVyk3$3bS9*|awaYSA>`duEH8$t!uA9zLPh7g{7Q)_$~|EFP4?+-W>8 zd)0CUIe;!V>E$M4wDtYsK-X@SVcE&6Wk$YFAE{t`q@(Ax75J$2eZ!^1OXY3|Yf2?IW$6g?9c2)kO_sqI48$VBhm&0MPQB&u6pO}yu zR9PvL3Z{8#U5y40;&ASQl^0b;v1*>4_QL)$M)(Xmjm6N*o%^3&CusL8AFiVRK`@$0 zzju9Jnh&1_=i5nm0B+@*$!FTV?2OFkS#f?F^q(X1cjQX`+Q_s^&t;5w6v;mm8!L+z z!{K)-Wq= zkMx9lt#N8aSvPi3s4Bz}ySoQ{#N z=_ffV4scy{vQZ9WjdrZ^7rtFcvOmo3he7Kt@nR93T9~h&ADQzn0CMeHsk=;J{iOeBaUdQ+4y>*X)~WvRR4NjyJ@z z-Po#5!8fF7kb8lKU%_$?gu}TXX}M8PLq&?L7rWHAh7lP04=WTg{@YmhJXw!|U1O5u z>aI8`uJBo|0{awLY!S5bL_E9DJBo0N>3fU!y}f@EUKisR#lvUeZjWp|wY|9xxISSxqWvzKE#o(+Z5)9@)~&Rq}b3iz4za9_}SFjZZAA2#mc zAE^peibZPUR&uEB6MJ^)C;K}NhEl4(j5gvm{$E44kDyVJBoEP{jvjAz&Q~O9g?)dU z89HFl(`0&>HJal5`|#?BE%)M3FZLS%m8|stgN0s&$g%i-ny6NTkF|tBJ(@OgR@P=N zBKsM<{7NW%FJ3HgtP>0O!lzt$mp9s0z3dU4*Bdt($BS$6JZq-zd+7qJMe};tnP+V+ zFmDg-Q_JTI-jWqFhtN0c&L3}9YNC%#`YplsCm1=ama2;z9pJQrqXlFffvX(u^%0o%n zTI|a`xj!%{m8G76K~|I%CjZ}%D9mmp{r?FQzQciA^|sF_J@KF|O@1Kj3G83itFuY) z1zYWp_o)w3R?ms@<4G|MyRUF&J$_S`FDJWXS7RiX(OQ0WCErd3xYpzzEdo^FtGW8U z6lS%x&-3Z2+IBITg->Wepn zVU-Ne$tu+ivX`4R%F=tdE9Abk`I0utoi$Fpc+9(|VplgBy~K8nS$H8&U15Yo*hloy zSl`ni*922<@ktwhZ#1L6iM{`yZ}xL-3-iZHeC0T=ZpVwRtdM<)$MV}lV3c?_+0lGj zpT}2sPWBUCPttssy^~h;*uHGR^}u{qDl8_nH2XZuvPY5kLvwBqi1(+(DOLZ!QNl7`yQhmj~(;8Uk8EZ^iQ?v zr;M@9*<&G@Se|?ZQ*dq;SsvjX^ykQKU_ zxpHltoCBAM1*eNp1{dl^2o)?+>L zRUu0mI&9+W$!lMgH9GnvyU24dv?&|r4o`AU{)Ewe@!&kK9w+?>Egm!bPT~!tSgM#Y zC$Us>GGxU>12f8g*qdxm$*htr1C8)L>-_$q_Xu-GvU+E)N%o$m&h|_A^r1MPo!Jw_ z+o6y=(zyRXd`>|`{9H`F1(Vlf+DSb6TR7*={V%-qVa!-VrZ@RPcV77lgz|l9CT~s7 z>xFuH(0PxGa}`;vi1}w4ou0?^HJI=^t^f3TlZgKZyM95RpIjFf6JKu9!%~Qy0f9dF zFpfMI<6|@0W!FW7e6CvrRGBiE#AYhPHb`@c@JQ%tZ^${5VN16@k(47 z$3{cM)9m2Qe%*LU7Z_Dx=?1PjerK~hAL$Ii?7De|9&5$eL*eqLcDWxsS<6a%Xeu9` zVDw?UZnNuB}0)~}nl28o78;PVmMS21G_;*s^) zE%ldEld~Dd9YMAq>03!}$GhfePlw%X_6f9y_@p%%s*6dZ%{?o{sOi|h7C+XI_5bf& z{q4wPsQ0H!a{A^z-33^5I-6|cxvA$>i~WAVu6!4t>)iE_SZVw@Bz~4vzJWn$b7pe1 zzv6cYNuHqBD7rr6y7^W1KEc(*&os&|iFbJCGV^2h_WsF|$u*jqj*p0Zsk-qQ_8dj} z>a0}GXO(H5HKNbZa-7%yvHRtsfAadI2G}M1sk>fM*C#o&I+3a@uewaXe-^~6ofwrY z54}nCGE7HcS}K@~+N>sL_TYc-s_QC0opEnHERwzM0a2;2|H)Q# zIX_PRgbV2YD|wH>rs;5bP9JOaxPVO$gw~Vzko#3P`@DO%-!j!*e~9iegkn{@jRHWHs3uEKEkVnvmNjil%;S zO%~r~{8{FgR1~O7uiTv~$DYUVsK!{cNVK|}oINq3s>uF5ROaeyme$32{*&x;3tMes zw?Td{A;&WPe@MP{#(0q=c?y{|35V#liQ|umIGF*GgYA0yX5Z~NF*12*~2h}q5hulRl{&%FjtSr4)w+pHEzZWDd7nsgFQzQsaqM6^_m z&)wR>WVn^rK4oS}-t@zaHIirK&URf#+VQ*7AyBbkZtFnuo_O(ybI)|nnb3cR6qoah zICat^=#Xs5*TSGZY&(fPub}Va_}p4_Xj8zenRI&x z`gLG&Ek-S*@pjr>NupzLbrnDRjIX{;ucBhu+jM`&nGfP)5oh%=T5GKzgX>OyUYZX# zcm4-j)zI&+&R*`P35(C*VPCSr6(YrJG&vAo7MU-P)XU}Yox%p)>3KH`H`MpbF!{om zN02smt#d!@FBW|QL*`@CaIxWjW6Y&Xc3dB?$5e2t?ENizT`4B)>O>jrGu*gs;)FvT>6CFRPiqESTXYvC=u%IvSJCVTD$-s*fpI zo%<7(rRGg)9`wSLnppm%&)?;Hf9fMuxBJ6)J4`pzxFU_F`&-|UWCXa(IkoiJg0)i1 zz9y885Lu?_>l5MX`|FvdbZ!(1`cglWE2oXBJDGrN3C%Gcpv$CW@Gevl`2$sL`Y zv8jBs8?HTQn=78(Pk$vc^`Zuc!= zz9`Yg(bU77$t$MQ_-;sT_f6+p?Y^S{ zCyla#^L9w5vh`L>{~5EklV}!=Qm^?^mZ$;a-~BdX=j2j6%D8plSDW-R;9kotTpPCC zjeU(zhU#~i_bquz_GI;<$x`Spg-h1(8sJcNIX=qQ!{YDF z4*8Z@g72XzMNjyVByk{A0fcpXoI>HPb02&QiKozCxId>JaEUx!^HXUAq_(7P^4F@~vwIYm?VK?`@vL7LL6swV- z82$dji6>d}Gv{}N`fCMRwiU;R;K8A=O-6xgq~FAHzd~<+nB7g%I(#&hFLD>>IzD_7 zOWn!N;p&fc?~Y5UtMQ6Y9^{E%u}~2VNp<@?9XbbYH^QxswzJ8kc}f?C(C-IEIwJ zz-0qJycfrway^yGpV@iXnN{Cmi>e~{o2;MQDs$-*FRz3nYsr+#SLc#@8~@5Zz?PVp zdL?u8xW{?53y#fU>0|)9o<3Pu^O#X{_qV5>i}~yy{q9HRJU?CO?_D&W1cRP%NqyAh z-#wD%FG9GyId8Y0&oHc<*t{P(4u@xdlGf%C^=Y$*ZCkO&S=uC1)-5Di0{If=y#<)n z3v#JJJxRMyp>Qm_rIJV)=#_TXspMNp-t*wI6e>T!r90Wq!MfLZ&aE&{z2>ZzdK$vH zzkI9nnz8Q^^8JK0S;O0z6sfwFx~?U~){l(3-uvUo@R4iK%dl{NajL8{w(0Lol06Hb zOf4aB?i>@Q;t`xaRo5iSh<%_ zlgx9R^}ATniyT>t_!w(FMvj_z{+?H<3!Po32N}5}9bUo6CFYgv531|vCd@dFZ>F9@ zX|{gfRb#R({OPkI=Cu3x^H`Q!&6c?${u-{YVtnqm&xFfwqQWC$d@`JE)Zc}0d!m5X z*^}H-t0Q>bM=X~6SSMq_Hn!IjXj?vN!(`{3_2j{o$VK$<5g6JN~lI z|B6^pk%VovypkU!v;6hujTNpElSS-BuczrZ`EXM^Ff;c-IFi*n|3b7V-jv6zyI5pD z8r)(|{FAMoHW!s8TkM!hlgY|no-CiUTjs&!&ECp$F6ARvLggsud@B~Lp!+fUD8Xx! ze||TK+URR7*)BC=t~Rd_bB?B6J1m@R?BDUWJl`&F~7-G_gi|;{h+|ty z8IZgOz(L@_MiSD*Pk?=M4}4*|Av1j(&IpOuFTQ{ z^qzGgU*W+QescYt=LQWSw%Y7<7ZyAU`>V*(QXjv<@MPG1&8nNkt&fad6Ke{=<78SK zO5YpU^dB?S3!+RtJeUaGSLnD<1W%ol=V*ODjLYinY_|QMd8-m>&gH2^^-xSC%pJ6{ zJmheFCsS@W`n|*!`$)4%A3gN>5ZSwk-a#dM#rKfqL3r(N^rqxFqoDsC*qiyYqMpB? zS7ooR*FyzJ^uvLyY3yb8zd+pil7?BkP>wepi8XJMtG)43rT1$RbZ7sENO^~!)WNGG z0;DE)vaBR`$=l9L9m*|uo0ZUGF>MxGyvj4q)Zb5}zKREAPjsG+Y$koKq4IpA9$%Xc z$11#Y3yD)n@iq~!iDSJ;akzOn`7|42`Ut+fhQ|3W@ffR@VW~WcsX*3Ij$h>b_weFQ zeOF_-tb%OFJD%cooyk_#Om`4W*3z(-$a6X_rApUHW~JobN==UJzgnk{BgD|`bkEL@ zI@SO{!!~zZHIun`1B0>rt%Il|-dTxRKn4i?aX0^D?$Q!!`AVM$MITQ^>V4 z-bp@dCzRyR*OU5a(!VA$Co5!8 zvg`-pDeQ6~-J6TT<9K*0X!Lcp-%-z5`A~xf)+ z6L!nf^5o>r)1pF9OJ3_={H8AZskE9)tAD(^$*1$Q>cu{(MBBjlxk_2;sv&#LlBefI z`kcgr`l`Rj3;B2F$Uh^TCeI^}R!0a{%ya9nb zjeQq;WW8=Jp7sS3$dm24xV{*_ zUoE(v*yH$1W}*@Pj?>3df1kjW&e}9F?ikFUVbr>M$$q)4a~@*8-bTh?l1e_0IpayF z1&^!~+Ej4$zCVm}pC*}^x|>t3rtxdI*c28|;6Z(HYyl}!d9)S0CcwX;9;X?7ir>_C zNJX03taOsm>lv|*xUxTMF2aj^4@t(6?Rw62@gZ8xgj#Z@jE7zKW-uhrPc$yE^9If%Dlb7G#f1;FL}bqapt(~FIgb?M1v(1m4puw?Gw zXP;Ro-h2~_juW8=Vn{RpE0W|mpJuo5ar}NYBqy^;M{G>?*0p5Lo| zUY|s&c2Io8ykFUo1++YyMukQ5F0i3H}JBV*wT_E%jmf>8P@6LL#Wi^qc3PR)9czW??RKuM9WkByo=vI=x;uoK5gc0 zjbC@dZY>1<2dh-V%F6NNS(-tn!Q#dje6fj$m*=k~Ns?@mW%+a;9=P2(J20@4kyBZ! z898!ybS9nHgD)F$(Gt%5mo5rk5E@i=Gh zyoRP{;=)txuu<&2ii|z9T7ebGiB($cEDN)IJHJ4$)kT!#-`~Ts$;R?AeXkKgJCLI# zglk~ZJ5YPU>@!&u%2mY%y?uirXY1>H=(nZY(*@U?wYJhLnQcM{Hr`6`ymz0YQRHn}6OC1>*aJS2Lj&P;q^4qmr$Rs(o- z3_w6lfAl;wZ1Xtx5gMl@0oa8 zngU1o1Kj$+2*t#TFGc$WJndh;S_MYQoYK;4G|u?RlX)n4zcWYt z$_^#{&y(F$*iDV4?A02n&l04Y;pj2OxdD%ok7GL=dXc{jtN(;uO})zfxD|MCAbsnT zY93#@%lW4{qqKKzM4DxIaWNEMH?Pj-d9hilm~}Seq_#{c?8+{jl|CIu!|kN+%r^?* zTyhn>faw=O;UG+_0{?th$_oDMe=7#3k&u{xfw_Nqk-oZPP}WKvi?1)T?$2<^I;T`z zZ*9IE1&8c_o~7qbu$iszH!$H%w%^J^({O0ASGhB@oIMhyr@`?%2v3CbcW|1D9qsY$ zdNH&HS$-#Ho(-qoS@xorgm)1>^@u3)3k`3_@jc?m8wDutHDlSQ>9uPZJhovPJr5jwjW#%nb}yS-iy zC;t@hdf@z9u-yQI_(q;8=RVO^7_TPZ-`-#7|I_6AjvQl1o>g?o340;jlXLK0cwMH? zF>E@YpC`-6-*9Yej0OC;E!G`J#^!q2$4*&=pEZ2R2X~Zf+1v}S2h}#Al{62 zxh}q*g=VtYO-5K^yg7XB39&7^iIcD8Hhxl74EWGB*o`9IVm+PfY9@R42SMUj*GK2M zW~^c4apY>tx2KTw2JLoDs^-`xxf4S2>Tto@7KuQTQ~tlO4k*@fJQmS;IK zjg_jvXFvUCKi5;VU1zkRX2^yxJd%WenUVf+ekHGpuv0QCey806F=+-l_VB6XfczNa zFZD_43Y=#CNcPBM_(3`TRSw@z@c%kEuNRr;J2$z{bA5e)vo_&w_E6OJbG_NBC2fCp zG}W$O^sbtS_a9p%gWQ=sr-5#xrUJpeV%y#D`vd298a)|rR+0ZaV;zoZ1KFx4 z1pek(19;MZBwo&953ocjcrL)S1~6-Zf7!`)lW{&a<}y~;0JTr_y%_s`=T+I$^Ne<> z{My?8E3hw_C%0+;GF^VsvMlyoL-&_4@l!oM1>?~^&rY$_I!fKKtcfiro@M|0WJj_d zFU2F6r3eX7mTe=n?E&l(f}xGdt-!@};rxtI8Ie3Sx1Gf@|H|$es+URgAJ( zoIi%&x7JhE7XIgVDBl`GlJ99)8s{pLeI4XiU{O{dHl*_u96y|`){C7du+E44<3G5T zCgE8=X(dKQ82lvE*z@_S0yROqMTc z*UjA1jon*`Mi-L51-zTG>^C%d3uez^LSJKLS7lZzer(>lKyxpS4eUSJA zuJ>ce!Hx`O^?c81#?miAaU?0Tb}L?TxG0xz&NpLPDgq|==jE(?59zznXaXDM>EAT( z-^ZUXjj{;(xucdn&-a?EvRdIf^FmkB)p7hZY&ee%mUy41mS1X-T=)m!-&lUSp`sRsxUoDo3ihFt9`NnDQ?5u}RmGP(X zVLVKm@V`fm{XSn#*8IuXl5d;+adMZK8##`_v6-$@U(+J1xE^4m3t2H3Z_%)0L;S7oDoI=c)S5^WHoq zYs%8S#DH}WzuZW@cwX|um8NGc=Uj;|qcCt2P8A|^VLi8ZG_@LUf%4=0^iF-eg_o(+ zm-R$9!eIcdd-<&kou=aBQGOfi|0TFy!d`{MxAo4t2@`AUeWTyEjF>0+?btSJ?|b?w zPs3FI9SM_vNqGVc#_+5eqQnC{Xn$V$1Li#n?LXqn?#clDM?av=H3^X%*z z&K>7YqQhRep2r5OS!n}bJ3?QH!23bDAMZGeKjfZdMOS_8SiUlQwsCGb{H}zBPm_8a zG<#ve`Pk|}lUlK;31FHKe3Ur5zeEI5Ts*NJ<>$hFv2#9i#wfy~py zqDw@@k~GbVy?wYemyYj<9Dg|bewqy+b?W4$KFJ@@NE}JlkyhT%FwafFjEyAxlMKma z_ylC@^7|_IlPkroEcA`O&lR^Xc2#hJwzp`T%qCME-A02;abXk83-h+@X!=#pzp-9J z(d|AGbcR+k^tPtS=7KAHXQyvtHrQe8UhMZ61e2lv0SL{(p#^ly_pjs^m_*z9 z{3i88?!ot#V%bJLrb^2ZxY|HpZ}5$iynC7DQb~RzjNG5P-kDb}I+*rSz_47ZPeG1|AV#axVAh|f7!L;pAD1y<)YWpe+{z(5k zNuJ1`e`K)}A$f^+vyCzuqc_1JRi%D{&}pu)&c)2DMUm00+>?bSyAG}d?c6E<2s)_> zG>wMj2kG7YHu$@Ui375yx?Mc{l=Ko)^(#0bAM3JZ-6mzXm1sC6i%4huOd`K-K^D5r9 zSR|OD*Rl}KQ{ln-y~<}_v+MzUU%@gQYI7bEk@`?*21Dg zB4YMr-&zn`?hvzEV{1c5e=VLgfnVxeFXKCP`9QA3l6z-4uUm#W$C0x-n>U9^ef*ir zZpHPN-Pvncsv4Y^kY$`BSpnM4>(@l6pN&@3kwSEv4X^C2e@FW5^nmHh|-t`waOnf^-$1^@CMb{{3w}sSct3B2;DU{2%KV z_H#T5zTjck7_T1-AHf1yd7XXpW6AyiKfK4!0{E}P>29PhqQ{rnWH|(refci~TaGQP^M4#ulV&Md^wk`X3ZwUYCq z5R|WA%lY~^(BItW%Qae70d%MP=TKUMC#M*@3mxXrVi}3@?QA3b$2d2cyWfXKCpKG7 z-_1P#20hg^=dSkK0)7keB=@K%lKw?(+^1bX@n8~5?CG%h6D>U1;KdC*%nicuzYFs*!9;s}f{fiCRDBs9$ zCS7Y@GM5D&*6Mj9kJdI-V@lycDzauhyb+W0EqmJkHqudI&G=_-~BU!JK|7F>t8^i{hZS&o%5`Mi;&z|hu4-aa&0w^Oo^b||)px5JO zqUC0cR$}QUw*S`g-}Jf^&cj%xBTspWZ*(_fG{Lpbt~0Y{s%?QTd&qO52=X->Bp2xE zkWRJ12U&CnEe?l!p1+l1=aTRk;r#&fTXuVFg~T*bdW2ZE(oZF_q&DnDMsCcK4b7vU zdew{!#Yp)mA1-26xtQ$FJL_j?b%l3ltk}pdYrINTs^@SZl@7DNpcb4Lv*|P9z+6b4 zF2;W1-46cwfvE91Ift=OcGFZ5n^PUN6NCq_LH3)yOWs+eoPlj$LGeo3d|-^slv(rn zE&J5*e-)OGrR6-RzQ{Y@H&2ekf=9%>KKgo--4Dd-Kg}SIi>H%#Lw1uD=0)X5kjfyx z8aEY#_VR~{jwh@1xB7dRol@<&B}FA-N(LUt-EeqG>swOKo}+OcBC zF4u1-JLh6PmYs9$$l6Lj&3JmMx4i9lf_{?AW{Ekw82L^o+mn8G;$rSv9ImhZ>HIkf zvd7~}8l^Jxn>aon7gn|J()U?p*FAe+QSXZgLy0@d8XV#kI7V0 z8=D^&Q|>2S1@SF;NUM{!6Ce7Te-(n>VBYx~9<9gSf3Pl@eUsJX18r9Gr02Xkk>sgH zu#MLHxyrwd_oXI6zSaK4vgN%?b+)X!tjI$~lY9lA&HjvY$-T(YDlqz%7kuoKwLGDL zQD%x`g~>SF>pa)o&Po*_uofzP;r#&wQ#IgFN6&F~t~6I;ZB|B=G)i~x+R^M0uT~al z^RAY^!68~_-DVq>%#P2WjklP_*TUjav34&6A0p3KUVlDxPocp+>~6v)E4AvN%{lb! z2a!tnnml?_Ftxt^58-XcI%~4{-JR|)vcvCWoaFPNkU5ZbhdDQQufEr6g6NccnW;Nn zk`~kW@NRrBtj|kWwMLj7BfhuQQ1r7L$(jzoR&@5w7oR|AMjd?e`2iSA^(|&@F71=mn3jXqq+f9SdUr zL$pqPiM>8wDR#Z6mugr#83qqx#HTFT*C+q*i98dV=e&V5Yl>~DN^&%0QW+~bWN*|{ zs;MS-Rx%2f7NI^68*at+olq?A{MF9Ps-~~_+%F`$7#q*xrN^@3`7|r0{k8s{rl(H} zjwaJbJ0s1u{2;ldk`-wbiB=gQnU1rgehhC|M~>{Dcmr=<#FT?zaTH7sCBwJkO*P&#LGOF$ zc&@({{Lemty?i!RC61x@Cp@&P&#p1v^Ums`|8nAWe=HctyXNUVzF*b|m0A2;Gt5*! zMOY`;Ha8{n)Ny$A8Qmvf)8CFK@BA5J%Su}1Nlpo} zbjRQm_+?vK7t>}xy7cFN!^Et6#KDp{v`y?t#qh)Ns+b7gUK}faZ?>->it z9aP}I$+Iwljq)AtWGu-wZ}zlZCE5-XL$`QWgblXvsBm`Hc z9E=(Z$ys_R#j>NE^BycO6eo)Ef<}5@~T2Alp%f}e0CHR%7v>|d~Jf;r(2p1aH# z{h-{FTv=&2(HNWgMOlnpLF!eIooD>4hp%b016ezBOlkiIV#|1Vzc0Ry5m{D=UNz`- zE1jMo-(Zm|nL)>Uy+fae@WxZckGtVN3{P%@;}@byYGTaB!~1CWGPECr@Yy^mSoXm3 z;^y~zT$$B{Q1WBE$d^(NJl~DpAbBb&=ZY`u#a^Mu1LDJ4NY~*HXPCi$fk!7yPL{Yf z>^vF2s$w~(Q?n3#NK@tVfu-y&YWPOIgj&pkNT z!uzqTafa*0Q~d8q_AhZOD^vPGs)cr&yn770hwzX_dU=orryKDf-o1nN4Pf{(mUlD@ z?#BZ2#e(~2cDtC|g?H3rrRqXQv`A_P?JxZcFtZ+P;ZorB! z@pz8@=8`|z4aY&KsqsF?=43VL1kb)k&I-IKcr+a%h4hy^xw+~qPv6{eZKwC#xBXPK zo@L(XEW&gk{~Dv8${&-zE&Jr}CV5}yPh+LGvG6$_b`2bdLhwnr-e^u+OO|DH%QuW% z(O$+H_h^w_x;5$doBvht=u_;d>*x?ZpQ`a!!)%CN4=~0#j@J??29w}$Q6V)Dk1_u9 zSeJRPHB`6po_S(RYRoQy{k3#Swc_((`Y4P2NXwsb;aogyNS>;^qZB?(#fJqhcq#%ivn7rcTG# zWWWBAU*)dqA+X8L*bUm2rt7C9=_r;}bo3-1+mC-A1+RrPX~iCgI67Ax_`6N+?x6uCw{`ZbH zw}>o#3b~+TP7|>kg%5&pi z$oM&)rUuRbuUQ%d(>1VcF3M(~b=C@(fNoX`Cja43*FpV6=c6H&Jc#Yt>|vk2!c+RO zcv?Lt_gxfof9DrnMU|(-?cYT6&$RuI1oM~8yA|0>qq%Mva0(7{-VWIjdv+4Rqf{a@HI zS2rh?n&8?zWYQGiXjh#igALvyQKhGuqTKp}K z%_I0%_RMDW(4lZGEzTS!dOb<%ldvf(=X0+%RR)iML=(6)!2ZK{Me=QI(|SHT)gto@ zaVK?V2D9lcG|vw5^<=%11+oU@F|lHndH7jpjL{;i$;;7wA&sk$CA*1^_wE7cK7-Zc zT_Idd;*&|4=TM_aP?UDL!=72;ZCsiKmsv(R5#D+Fl=^ZHJG%|ko)Fn~u<8i^4<%n# z0wueBvQU&Y=6^U<87ecxzjmzpBB|f<*&ZX@M8bajJo*2w(Eoff;b8OX6Jkz3ZEnTS z3*hz-zv+(?lN|3%|En?VYNIWu?GT?`O`lZAxdPAT>Y zl_SMr{-4p3jr>R>2 zMD=kb{RVroN99_UJwqHw-mUj(a~ZvQ``?U?$$Fh!Zf9UlX+GEs!w(@rJ)`}`zQ2g) zE1Y>MYxJRQzGEau@_KweRcyP96|#%!DsnXPNis*aVCg2t?J3@LqG_JsR@654hc=o2 zQl+=Ao?Ei{fiO=cj{9J;RLpo;RD9oWC$G-n6+an!roM*4xub~H65C3V?R360l85|? zy{Wo8^0hL#uA%(Y)hEEgl$hd`U@{Ood+$3Y4%OcW@cY*QIbpAoVZQyngy*fa6 z3)XzeI;rgb56g67heL28S-`y|p1X5~d%4(3afc-996 zHX9AOm3qux{Zzc_hpi`wKf{e!+RXc(Gs}_k7xKU0)egr#cHTAGJjXKc_;83N48UAh-d=w6Oezcfv>tXW%d>m2WyYJBOA~r2*=INo$ zBB*AcLvktq4WmK0Itg2!<{Rti`-a~0Y~oL-B}3!>;zKD`Y6Rg_?2Rv-44vfAeA5WC z=r>r;rAYq}78J#r#q`LE)FWtL(vf^8oyP7p;M+{BK82PClJ8e~pGBs3_0drKTw$l` z`dNCsNqkHFqtM$;XN3Rpiv^SC_RWlDGUmY0l#;!*&v>fhFWV1o|zrm{$pq!Pvc@Ean^+id& z7bipV@67a@wKx|-_BuT;De!~|d^AsiUc>NFSerXR2lAb1MjUO#dg59~Q7e0Kzr*3w z$z2M|d2Ext|t1f!JO6{4<+Wjv-K5lTLXCM=fwx5dSRz8F%`=L6~0TDw^^z1KXRCl{r7{W6xzdg3BJuc}=M zXFkU6OceXh_vt(gZBL>PV6{I^{6haN zV#h#?S?_3aDlDMoGkp399#EIWTfM8xU*kQkcw}meukp7HmflIeLugmRt5hgSZv3nv zJAoFBSTp;hUUl{{US}2m9W42U{(fMEkKo=|`}J5io=@Eh>FhI1wxO&duOg02gx~kh zo2Ktmjr%J7DzN<&v&S7G#ctd@Ry;X_1!mJ{3Tw}VLU|IT%6JJj8t&C(+Gb6`yHG1> z{IUA@&NV_Ehs(xOujgR~j$%r7OcQcY^N4h@VB3BDlQ+CTpQOl+_#hYz-@Rz{|2Q zOGTbkB)dtkJL#I7VAsMlcaR?EXXOj-H)dB%@-h6yr|PkGb3C2|*Xc%@%KIM{<)3wC zcKj@Y(FEF@AR>ID#dgT`(fjKd`a0B;PwYIO4CH$cWAn8}8P7Xr8oR4Lt|NQ)b4(;d zH>?^;uQ~;cILKAWPyAu3RulQwB|PRIEtVCq<6W{Ag3DG{FQaiYYwV{MKN+F)!fs}`^=4AbMaDA6d!>Kp=CfjAN(okIfOHauRQVFhEJ-3^* z$+?$j6}d}L4(m@P>vKLG1KS?>Ucr@TFF0n;e^0WU54Xc;T#CfUibA)$);|;`v)J_` z{qN#)^^JHprVk=(NsQg9&+MdMMB54a%F3>Z#yHvtset%3PtIzIRJCf2nQvo5J4bGF zUS%X*Y#}_;}HJ11-s>Z^(5R$ zwyRh9cliQ;Y6SHo;F+wZV~pQ|bl3B#WPh7W)9;;s2YpiWAT_nK2Wk|nW|wT9U|#^| zSx_ji)l|BF&1Z%{C)t%wH2NbfoAr0gjat^2GwY-rfkLM9TvuR71mGJs_JV~XhtnJNehGVcO&oK`({#RJl++3ELVEIn`vA+{( zcu_&jd&cpJ#{V1Rk7M=hN;ku(@FXlbeJ5voh--?Xyr$&4}DvdkgkY z@}vv2nrp0b`bajzDcbx)`m$uIVdN9}$XcFWA0BmSvX8W>xqG}Q^)1Fta^5l6@eb`% zw|TubsSVd!|M@0-Dm?44S$|`;<_Slzcy}o7)MAUjo5Z@Z#yG&MrWlc{k;pCa- zkWMmcPw3=s*dhG+e4mdNZyq#CLq0!2n@>f9OSS5#?JDxURuGfM70fjcV8`bLe)$!j zycEWbjaM8xm7G5q&JSZ>Z@AnE!;7J@1}<5v*q#6UVw71dGn963cz2;Vax;V~aiXM~A7gvcM*)x1DRM+tGs`^XroYaEtSrBJZ!($Bv(L7KJz$v zs_>z!=yEQmErb2##$Swq|I&U79P<32xt~7t7>9|E;a7bzDOY&E80$v!$2><y2=SzWccv$WyH)BK8Bcxj{7VKzFz4i;>(vAfl6Z_v2QHEjuL!|2=4rN_w3HWRfarVM(089_Xhfc5`tk2CbOI6?| zq#p&fCfGfO76;xE`|Gvl0Jzh_?C8n!L_u!{`p@zDxgW@%9=Tq%L$; z9h73xk?j5>jt?YpR+r>n%P#YCb>m(_=b;5M-OSIf#p@}?I)hAoSm!-xo`y@aNc=my zWv#)rxKSF5vm0_RbXGwjtL4syYpxylnr~hwaXk7QQKt_HhT~m!Sq*{zk0c!k<>u^@ z?3HiQWV*k}4Om@Fc}4^{6&DUQei5(EC+ip%D?+O_SW!ZoWNvK)-P54{6|YOxi^gn{ zoJ{p-Sj=aqvB~fFS3$3-MSnc*b|%xku1~XrrjtlcOQZPFvyZ#w)dYD8zAe<=ss6M8${)?=06&zZzW*05Pp0#?;=)h5=qX+s222`?P#7xw}VBp=~fn7-@vo+SbvyV zW-~h#fmY_!@3E*1AG#lplf7n{Q3{E4AJSnVYy75tIjt_^X?KVoWq9ad^4vnAdCvX| zvJab83zPCml6+{Kgc390g~Hk`4C(iv(6W!DrD?2;^TF!QPn3|1K-+tCCHMy z#PuM087%hT%tWK7(%4sQ+!v3M7pRw!YO!!CekKoOZyXrGALsJT(|KF;I+0Y3wg00a zeylX!d6+s~+mDQ#dx?d`l>5yW&%@vl-XA}#L&D+u%I>uuuA{O#s5lv3BrZTzx6O&!&0xIV^6 z7ve&)C?*^3Iz8tZ(++&x$bU-Gxi0H|gwyl2Pqx4-*)coMibFL!ejgz5J!Dyfs|^bH z`l~ov4T>|!m0aO1*m8fLG^2NNa`y9^Jv!gBP!R|Z(E2zQJ(>lw6Z9>y{u^;L8G7<` zW2{e7W$-R>EIXH*8uN5ksbU5iOS_lo@B{u|5B*$OAFb6_kgI^hwY5psiJ{J#CI&p= ztlD~Ng$r-t@^~zJPy}42hncwW6*ioM{|zDao_DEQd%5G?*}jyxeSz_+yTZB-S6(#M zWqRl!Vx;bU?y;_Lc6QEY72d02ads*H$!4pZd4RqqiRBA%buo`QLKHqoBxw!bPgpNC z&UW*szxB3KB)JR(&pAlPm1a+RVkItUH^A_dD5kJU(9zgO=pY(~pys0G1mAVQuFx4olrQ}RdO<_rbg@IY?K^^>v`)8udXxu-DHfR zbjt3s0q|H2QT{J*2Og2idA{) zm25&?^_ML6LwLtJI#j~U;n(lBzh5E(8fW3sIz)6G`njdiSo*fbcjMMa8- zaK1Gu)`^Zsu)}2S^E_)SUp$eO`@&`cuh@qJJ!vzPZL%UYJ3O8gn_C*G5H{_P#rKPT zlQF&(lrP{Rz3^f>``pBH4|nc)#{L^l-JsK)MV>H6ufe;ANt|rcJ7Mx5X*YP6JxI5b z_9;>}FPL}l6U(|_$U0}{Th7~flzTZBlK3gDe$dw$&aFhJ)^vE2Js)QKR2bT3R{4v( zD@BQwI9$j`m0@}iIbUM8m$k}u&{_Q8a(ylndFJ8Adtz`sug^3CU8!aAj&;>@o_C$7 z@0A6`MMI)!C_2 zvW{)`z-%9!JBcedvf3GDoOj8YRfCP(Q(Hlgfe^adeETf~vwAi)or+=VIYzsYR~-hw za|^Bvs}}IAlPlBlkhqVRyye`7AUl}Xq|R77W7H5o`Z+W8YiF_6T&UiL8Q($a75yDW zp9}SRRlzrfJU=Xig_rV#>{vV2JYP#cJ)oDoNTZFA+~bd9&v@+Z>a00>%5H|{X6k&q zUx+2C7Mndl$##E$)_ErTCC#hh>`8D*zN6vZ9l|ELLz<_dsW)+e$eDaIS<`x`-uAHb zXT0@aNA{BNXZ=>^i4)j2R@sX&)y12IBzl6JheEcncyf;GpVvt>g4Yy<{05O=Bz~Vu zhg8e_gT-c(@Y@0geJ@6wrT0$ev==ab8Ve+E=a*1DiDiE`-dDb*Y}0-# zFts0hU7_Vzugf`_r$wdoaZ^G3OJsDH8@j?w?1FEf%FUcT{ZDB zRSvqtbB9>glx`2;=&#P&-$;k+X9*_dIy7r9O0rF^0Z$Xbr)hIEj9+8xvieDO&hfao zgY^HAVn1HrmX%-BQ@$@BPU3f9wvhk60;ya1>%U|>%xH7z_Awi$GDRw{{S2+t$anw) zf2T=uOeOFAM)N~W=OvTh$6Eg@!VJUj24p)&#H#Og6Ec@)v4U$2rw2($6-RAft=41euH5d>`Aq*DiGaCj@hKCfE$0}K@}48!I{GNwiM>6pPJ`P z?|Z$Ej>|=w!}#Mr7`j7bok7DUX3El{!QJ%DbAWARO17(gjt`+n6Qi6{;6>;0ywdoP zS{%c1V;(*>C3E&tf5_^~{lADrsqX!+PsTa=1mB&GNi{HV3~zbUXURmAUS`2REA#VB z`T>!61D?FaS{GqvSFCC;Cfv*Jr?EgXx_%CgMsOTv?w*9V4;Mt&mLkqJ_Ii^%BlZ5F zD7y#?y0K99TOJLeQkecbIa1l`b-ld==jZri@{5dy=nQz2fd6h+h+B9|O_6__D0-(D znd(l(#I58!7|(83&}A%Z97+1eNwZC~89>^shP=_yimqd_?rRMTbb(<<@wqlV-^RJ# z`b^cN)H3M<%}e~flyuXfP?AO3!h1Qn|G!Gjm5^9w%(3Q*&QKU2T8*Ub&#)g4^>!HW zhF;%-wGp@F~x0ldWw(P-4?Q+1Kre-%RPtgj$FgSjUXYJgYgYU(eo4;M!btNq+hMJnU(0iy7f_ zSoNU8uk4hZIFE`TiObm=pBh-XBa~XIU-N)D`fMhq{6WgpI!FfRe;wI^N4bCf5zT8t zaThP_#Gg`wWh=D*BjfF2+U+cR9>y$#Zg$SKh4ibW>LV%)D!6M{MB78O`%9~aM*JDV z2jk{E`XygTc97lZU3NBSKSYfJj+~6Mr?bFM#=MPWoeSpK9oTuFNc$(t-r`th(H<Ba zq)*9Q*A>Ob=FaJC*9U`Mf&Ed=%?kh3(7K)_mcn|I*s;iLJ(S!pl4>STNiDMj{A?xd z<)r#ioD9qVh2=(;O{MX{@XFo3JTXsA*86ZPwOs4+$`$zW9rTme@E*)eMYvb#l9j!y z^^!I5hmhn4|M#+cUv|vCn43xSG9NjcWpWR#x=4_3ipi>(HE*TKbDXGtun3!(W*z=? z#HCg|x1Mn;(r6eRPIXRlmE{_?GbC??&TanIaO^JDxDYEI6tTX?nd``RDNlS(1W8ro zS$cm5TT`Pbtm#ae#YRfr@T|4D9DZ3Pa}$5azK5q>r)8y0EfO3Fy{$O+m`{Eef07&P zDN+^JF0~~47ewo11Z_`}t=RA?EV7&A8CMsVirt@hUmQ>G!Pb1kt;U+~;9PI^nG4gW zMdYK|c!u`Ppw!ZpMG2Z8jhlxSM3TdBd(R| z-@q38Y@-;NO!!~HqdxzbY%UwBhego*mF}tfbCXZHiXW}?lIxn^Xxtq`Qx&zezCU5F ztb)G;YkG?h_4V}^l-gljSMR^ThePPJgJ=Ed3aYWusyH@D6nKkG9>A>USo{1{AXAW)pT4)qg6or_R7io?TIY2VwA5GM>b@x?^1IH`u4o>uaBD znCt}U$~SUP<_#Jp(_xcoH1r)foQLkdF;5m<8+MYqBuq zerh?s@+uoW#k=#pZ>Y%ew^6cg@D_MHR?ucBw*5@&+(B$1ejKg!R3oPL=4Grin$5TQ zY&Y#2z_cMZ1W+mY^5$|ExtY?pW z8#__^?4~Z~CwVSX$*q{rr?E`~*0`MC-!2-}fb&*9bGrFs5e$?0BKNM6RpnVR2$zM%Cq)~Sb~t;nzoUa60}f@ZV$d&`1r zy3Q{IvQROjwT>q;zenj-_9 z|C{5f1pBpU+QI83Jm7pbPR_Cy_~JdZTWy?QSZ)e0c*0KwY}zVbq@MO{$hOh*a%X)_ zo2{@vMek3tbM9hxeZbL~~m?v0;MlI?Ll9Kferu;*WR)xggXJXp#`kI*se-OpvEL-qR! zxwiATJK6aW(P9W|Bu8fU+U%#z7&G_B=D)*?b0go#{pHj*olW!QFz>Ga4s89t=((B~ zf51BJ*?J3YF2wTeZ~F!F&h}}ZIdAv6y5G(uT#8BOT7(z-!8zXp)*G?E2r~&I z4id$#fI@MWJD;bnaursQ*F3Gq!{|IyOt}fx7t!b$+{hZr+L+OgeSYGHxAWpWtuJSW z`-hGTMAfB6O5NNiFkqD<$rSJ`RH~AheDXurzH4zVd&e#k zN0Oa>x7qGyJ}}tme?T<%T^nIjd5AP+vvp+2{iZT3m%7)C1{i^ zkZrXnYSeEW?@8v0P>J1gO;g|N4d%CGMPGv*S)-i$XS4CFJNeIc%`)0tb|1Y*VP#f! zzRr$Kq0`=IJFw?btx_HLWU`hZ|Lq*|clRCfQ+8k9AHLU57y8V=;A=2${+czwxx&@bwZ_>g(th94UkI zhmz(PoXCCJU3~L4yv*IkS^8@3(<)H?9uF6bA~(XSIM2I4o{9H!#v= zY}E=TUG$kME_Gn?n!o4p(p)v=DswQbmuNWxCUe<)8tjgO(H2&_T@Rnb{Bqj;>-sm@ zCbK{F8 zNScf(Nl{6uR5BC|M3E#>DMU(<(twmiLW44MeZTvBm+Ktwd7eG2b+3D^z2E2Adu=G? zG@zY0+}!UzO8ubifvhkO1Cp0}Ee^au!!7Xb#3M5rpUq$E>*WtPXQ$pFqGlL%2fcff z<$RLufKf6A#4AeZIj8w$y-jg)j@N!eh-TeNc5-D$Pu}Gx4{3E0Wrs^S{ytf$+M>>V zY?3{+?}~zn|GTm9d42pQy0!OLcJ)`ss^ny!=C5N&UB(!5J5S50Hu0RC4s$ClvZ5^+ zkcN_H5HCEzou}|%DgACRU!2KPlC?HjtgqI`ff#j~xqb3yOrYPh(Ge^t!;MO?sBqqF%AOEpiO*ous95|46Gq899{OXe^^RHEy(VN|-vB}$d&1vj6 z(KOjNCaaP2FMnW%Nn%40mQJ40ujnyS**yDbVZQc&cEa-67?y8n-{@-(S-yh74@!Km zol%e*%4>6aM|tRNV42peegg}y7M+rdHS_zo*s1}0K117XWP3}im-4Mr*j*koa&qQg zcapLBEB&qE@7Xh!Y#=$kFQ?*^@P9JZO(OR-5M9C(!;^N7G3(%ULNC^g9SjhpOKn+DDQvR{sEd3hVQAZJn#` z*9CHY#{xI;?vc>W9+T&^`I1ljT+2yWOGK3hIGu0fIkTpNxKK!Mz4Z1fJLgoYsd~$K zTHEQDQ$!c>(JA;pt{`@=z_xH|BRS6#C2~4y9WA^=o+)^+o7RopNjChGNYxSdw`gmM zQ7F%e2J+E)`urJ&r?b>uY*iK?PtxLHBEwmB(@-tT5-VO=pE< z)6PEr9zG`r=i99P8;}0MxRTjNdH1qQXo*PQ1`D6V_Hk_WFK<}McV5KdgK_Lm+&ImQ zWiJ~vh40&9?Rl{HPmK9jUyJ}}E#?{4`aFSkDV&CCVOCIcd zd12;A&-(jwvL(O&h1z-oJF`ykDV(UGw+BR$>uCKisTzuarPzD|y-tJb9pdJ*&>C%o z>`C^DBCSh%N+9w}$-n`}eR5JS? z>hm8;9K;HD0?Z{vLEe3E#cvwSm}j{9p| z&sx9}{ab;{)%=|0?<#DYOlapB6Q9-h*Wz(6y?;rkhiG*f9^AzDYC^sdbaUGMEu>67 znCp4q52E|mBHS;c%IkRklD=EPZHabT;la@&R1G*k=<}IS8Ha&cL4338->}lZO3sD* zePqp3_TuC`mVN3fyN?8ANWD#s{wy|zCSNO)cWHabyo_!Q+39<=|15|A_5D2)y1%l_ zO#YI6sN*mq?_F{x>rbLjR&2L6_dANEKGjzraxcQB!o2N4zn{droaK-`LQ~YtbFTJE zXfPt#|<2Uej^ zr-Ima0;DtJ%PQbjVsbVAU#e6xM82-K(wNtot&#_4xJZ#X>uM3{IcT1NWA)&cXJd=_ zao)Y=^y8yo9JcJQ-DDG3kMYg;K&=9um(yhsyX84sp2Aed#F4C7jn8MrUR&PYdx|g=^=r=i=|NkWT{oucb7Zzf%xAk*_mJh|V$7wW2r0gjg zTwylbPm9lq30pDma5J9?BIS{^x|KF3v3w(?O5t@0qrzoum;DDX=qdRSXPWPhR`&^g zC)?sMY+NoD<;~e<{{1FSd<(Z4?A4W(Hj9l{sr?f+B=f}05cq`!{=nz41vB_{Vo@P% zt^woM)xAj1*`t^2c`xybWEQ(ktjP(!eeoihjT_S}`vxz^oRSzYN4-g;XhO@AAa}k< zRRQM5K{t7LDv1_rh=^f8uRkBO(p>+v5gC9h!_%&n%MSWCbB8W)swFLkHpClHCo>}O{y0}zhK|-q?<&~1tfTYr`E-j z*Nufk#FIbO`d00yjAebya`wRB0WEjr2`|I=8hy@U=~wV=G+sPuhBpgV$uW5|sh0D} zANlv|kgOn1oCvEaY@2m%zbo^DmhURiai=z(pV;!82>>D{1W!=yMu~F8y?G*!NVbS4GN!FRcuxN?3 zOI*7bQ#M2VVVWg3!7dW#+}*ceQCB=prj}CL`%#(R#)gWl)${6uKh-< zym7o!y{sk9DHDkTc?Wb83~v^Bx?@}?80^N6!)Uo&bV|0ZJTs}U)ts;Jrn_(9<{)!} zf3#JWtq)+k|Ed2di)~WoD!rUS!t4q^ndfGg=!NjPTzkKY{Y!8wS>2NLriJiN$xO8>FgBU(L4t2s|^Hk}^DpbKg879E};$NO~5F6n2CLwQ%S zK`RR}yQlk0*>oxdhl`N6i8V#pJGo|G(T$j@QWUxYO;VNWt?Wruog5>IulxEcFqT+G_U?6PRdUw`M*nVt19mgVHV zGCZpeS(f8%&Z?_M=B=XRQhJnUxiVVKPQPhvoYRkc6-35l80vxdSLmZPcI{>LCQx}7 z)}`rvAdI{5_WrEZ4sX6SE9{OFUGd}|jCc@YQ!wxUPrd%dxRcq}Ii!9bl5dJBTWPn0 z<{v;I*;~IM#pQe@*$OVx$L&1rLUHvzvyAI~n#YTufcjJ9sYKSiDX&C}0itR_G>rF^SBk`^iu1)1>^|83C>-(v9yXbT&pUO&$f6Qlo zSNcG6jQh=IJ|K0@d^ni?7qZ`8HBqCWB-ZL+9vqeyh2 z2wIh`E`nHLtjY@M#v(;CtZ72R%A&(bteaCZeiH?fm2j;7a)xtdQWfLBIS=M-?JU#E zJ`xPZ(v5g^8D176S#m*khxy4Od0RMLOowFTNG601;@MRACqv?XM$J6wnX0X1ciqVv z+22}<#Xe%2S#0()7U${tqoTk~?3WCE^=SCIdWGCyZB#e|`k$-!|8H;a#-TlI_%|tY zI^2txa0mG}U{B5_c?FL?HHWQ(f1^aZ;cU8!SB+$|ui)EKtov2}2Vg_K<6o*wR>9>o z#_8&8;Wr)hJ;V5SzmaVL+n&t3UlK#guw!9IHDo-bgCNoSa#*7e_yZ zOV0hcS)EIioUi3=kWKcTFYxv$T)qc0SMZ&jli3CO+r^F|#*sB-yUXYPEdCR@_rTyq zK77CSj^?*};d3TFY=GzvjK0j3*({#y(K++%9g*QFsNIiu)wMF1%`P_Axl`?Ae>xJg zOZ)d09^OvEyldUagKmcJl!ExamMm97dJ7ctt$6?(C&TJk<*SMGdH3E?M0!DsZE<~| zdegOhzsNQO^X5S0EB<(-c77vCYjQS${|dfxKB=ek)Kl?)2p()^xqtkO(%V9Kmt&Q0 zd_EJ))??iOSCT9Eb@uoczmhd_8V?*n?}zkK0ajB;@tuBak}l^!Jq7R6_4Z!D_m+>f zcMXKU5KBJ9;-y+l-mTAZZZ=u+B>Z`vv%t@}YUXT$tW3)H`wFa9f=^Dxqc{2VFWOn= z%6~kr4F-M$#rJWs1e8C;+!OV9Agy2KrAx@s&Ce6i&lCH_BG*;gY{kl1MR6=YcoLRx zfFDK%3WWl*~YOA%ZTyH2kK0(^9n4LV-x44pb zavSlbzeuo)zutzC%iURs;W=;TLQI?u<0iZ@t26SQdK-?86upO$`3v?POU^R-PqwVV zFv}C+KOrOX;CG zRF)Z!pU2Lent2Ppig>Sqt|ecF5mYPGQW1{PjO*L*MkpHbvZ=+`6Ly)gfuyFX~B zu{w7f;mR17vv1=KniQv5b&>i!+IA=y*)A4;r;{f62Ue5#87*e~NM`3>ctmnW9>gO) zHh%w(tu4*cT8m*_X%@(ep<7WWVZNM#ADy&s)o?`Yr_3+4NhDW0N3%1q5bl?Or91gw1Yp z?_inDBGGMHnoPsRyz(6FW#98W*k9mIR-G0yCKaVYRvg^M-%8@by<$Rd{~D0IpE84C z^pJ@72OT>?GiQ8lg3?Yi?Drv>HyD-Jd#skKLORdiZ&7O#Twl>wR>Zf4bzhpDq2zYg z>ak!~{*dpP(_vId>z5nLvew~l+;7AhnUfrW4~Nm}KzQW@;cvBb8aq4+>6}kofkiHc z^EfeQrm_RI(aV)&{hTf?B}>6Fk-s%*vlnzEt#0LG?L?RsqSdGRzmU#l)yR1&Em`Sl z68;Q@+A!OV8Oap=iZ=ErTM}=|!D1tC+o}CRY}U}HYv7&pzv_rsb$lue&FpMmj~mQMReOx({^>#=lPhNJvWu0^~P!-bZ7X^%Y0@EJBqB-i!#ku9IaUwkS^33-1%Nd#v zxblixo%E1QZ4<@boT!!kTMNi`qjBs-C=Pb_bP=+=p5FHP7=6v4XMK9t@cDW;HgR{d zz9;azvg}q35{->twUy5*%j@{rqilCK7U%aeuA0l9$V;<=%4j9uWK`Bm3@lgw-lh&nMdSwfhpQrK(b`_p6l71laZv^MU(se{|GzG!t#UkutI-T z;FVKphx3W*kZaFE2Z{GZ#mlqx(2bSf!sSIQR8tE#(qpCjKbj+qb|oxNKAmDT{L&2N zUt`eENT=j-g>zP9zOVO*%Iy-9&%xe3aLsd;Ic(KZjYi_gqc}0k%s1zao`!qpsQ0bf$xprj zZh4cHr(rqy@;{ck3g34q_niKc{XZ+ziqWOCHfQj*(fIib9CG&dV!l&LH2mD(|M1x4 zrI^cRFYx{Kko#Aun^^d5QS>~m!nqb*s`)Fs#zwLB zC9XVR&bNdGo3UqB-qp}Y2c?sZ>wG@=2}JWG>PbDl#eb7~=rOS}XTt8%^FciEMv-PQ z8;ubovi`P;IuGgZD7_>*R&8xgW|eN@Pfql%<7!);uo9}Xq25kB?8R4dT5e5tZUXr{ z7krj29wplhS|sO1V$usFI)W$Wx#&kq?h*?=GQ#)cbFDXR+Okh`|A$APt8uy3`jK~k zw*QBwZ^ElRiC4k$76|`m#<383XVY#pFLT(cYhC*@;&nq_pc*k)=Lf*U6Nxr`?~+-1-G;7?Mmf+bTT^i zz?DaFWHm;-FP=>!@gJh=WxVYLo|Ii0x0C;LWp2dOul==9#Qg$SM~ff*%o$J7$}ae3 z-A!iZQz6($^en|j-Qj(zDDW*=?$l0B1K0_%A0fG%cW%^9^2e@Y=M%~F2yAMbv8}+3 zobq!vnVRy3Kh)aJa$oA95uGvu?a@=$pS z3&B? zqe(BdCeY*rGTtguEmN`$ygQI~nn?C82@hlct>$}K&DxrLIVtS}|DR8bPgy3XZ%*}T zJx0_aVNMqK(zV0L+!KSJ)Kku~Z$W}nS+5OQ8Y}syF=n^gN3hU9W6zCbAI^s#q+4BM z%O_;$&W;&7*5luAIM7m!mz8`N3k#8Ag4y2?68-;ofNx;4KvdtO|F*`nk7;uz{v1lm zcG`ZA7I~VOok}ON?49hIY~xcQ_yY}QL9>Rom$)Bm)zDuJcanepRoqGLuAEyjNF-mz z8h>dcYvZ#DbFF_b@aZA`+MmCkf&qO*iOi#y^V_U{Pn0SrW_9ATRj_xMUiQ)8Ms+^W za(I<9QYx~*<345W^?cWoL-ixPzE^Ddm4_|SLpxFH4?J(>PVxiPfNoZ^H>7{EX>Dh# ztZc{=!#o+uNZbuF$I)%CI+d}djgol^)SccHVfl&DZ_x8*aNJ7ItCZQmugbeRT9jK>FdNR!&5v-jB70}udJDdm9cZJp{W#to z4%d%Zw~lBq03=Ui_ZjoTZXA1^4l|nQYfx{djvl5@c8F z&8(VtzLC)yPeHN3~03$k9xzZi@vA( zX->Z$B46@#wGuH}8F})gqLDr?!=vr2w^&Pq#F2cD{YWeGpmdpMDp!%C0ZiVZ=O>Ua zj`hjso+sPMMsg(nAl zRm>Ba4sd_SwIO86d4AL2l{5I}(m2`T>l3qCjHA=%kJ6X$R6 z_lInMh0$UU-^|Gdb+qst#P;FP-Mk>VAGeV)PsO{id7g&7?fy~zUaG|zB2iWBc!%xE z;K7|r{z;!=(4A)HU6fwgD^v#>BjEfl9sZ!@A^zXSu6HTbk(^D%jLa9##)`vfJROS7 zp*t1k%Q5veCH{0h-}dH-%7dZRO)n#HXbxXYF0|9&QN{HYWXY)yhqH7|eY``4qT0?m z-Z!}ZH#vvvC%acq!;cGSpPYt+@!@C4eW0zJo|iYT@2WEmXQpBCH1oj+_{jq-l${Vg z*>a)Qw&3azIz5iVW7V$Wd(We;7T4kgcKQ?Vo+Z}?=$wMb1Ie(}IMIslW_Q@t(9Ev9 zZ5WpQJ{M{8Kr$Ra$~@(&=_hAVWG7{OA@AjKf_>gNm(*`;_$8Fr>gRRQwVpCFl(|OR zMKEp;>0ZKwX;|Jy#LG^b%2crU&3|(8CGFQ4|g6>wg$-_<0XG%UiR>9VWlPd zOU8wpMBo$s9h?3Pr~M1Q`DFfCvf!I}MR*m((T{oiFCxQ!YUfGCxAcFEHb?Q8;o{fD z*fm3$QM_TiR{KDFByS$5-<-{L4bEow=V~_px?t3s<^RTd?8YCn!>kAS!{f|mlMO3b zPd;Uxo7ru(*zltNpN4!p(KNY;c4@yi?q`f&!(Vc~IJLR?<}gY`y;kMMj9dB?J9 z3z{c)T{k+{bwAn3lfCyp@-D%?w@KDWKWkZSl&CXN%X_t%yjG|1qUyhif-j=Fn!XAKNDct45V*pyNb_sAm4{4Df4#=1o3*pr{6FVmS5)&tjH{==qsg0R*4cxXH6^b>eHCP@ zldPUNc%7)yjAq9|YUGQ`xT|lM~vuX(KyE zvi9x)t#&hKTIjDwNPa9UH*)^~{V?a(1K9a3A@yz7kDX#UVy#0KwG-J>1WSmE)wrp7k+m3bpAiVy> zl{?iwK~Hr^FaUnPiND=QJr28zu+DL`{6y^f$GxlBCMO~eqt_**sRO&@8w^Ts>Z7pe zlyCI)$h?3RzohBkBv>e(6~^uTcv&MgR^iTET3kcI?1;))at*L)AdbEO;lWC0Z_6OM zej-+N;HSyOa36V=it^vmJ*QJG!M2`w|2`BR$CfSnP7aXXSoRZX^W0=D5B;e71?c$yJy&mYKO7CWcMWdN=*$EWIYQYz>R#)O=d3%6TPO z(Uy~aMzO^pJ#^$TIoGnP7&@enfB8$b-y>^gz(d%phca)v-c`KW zNYnXZMe>~_-*fU)|H(2>^Wx05X=0(0I9FIvk>7glP=RovOttZFJr?CAH51wJ&wXC{@w=Fk@tR`_+_}3=$ zD)uR>|1Da1hILQGmO5-u1LAqIU4~p$XgnJhh5VnhZ71U8cK)>j&-&^$s~-xBY~|g5 z$@o-<?o55}V81j(tQpFyZAkG}#3 zPBs4Kw8}AL?WC2fd1Z4f{Q#$)V%OcGS5BebNv5+{YQD1Nm0gEx`Oc8}&lkLOlL&V^ zPWRAWZ{D0-irH0mJBebM>*KE)?}ZBqQb+Z zd>>Yo^;B26rk*sd6IRL24&k`5+SK34Bi+8i;cvu{9@UzD$NjqDG$O zKghEyYb`m|3-jKpu${sFId!-=ekMnH^2goD%E`+3ChsrL13E*y2!DAAV%6xm4}X%I zY`t2`S$_@ww}iw`;{5=2%8A6Mv(&jzPxkiVmyHoUU0D722I*-bx$ zJaaLt51fO=09ed`;C*bc9NP|n_t}0Q-L&N^q%x`rlf|N(+VG5iJCgo=KNWdb zcOLpPOdc_!CU@nlq#woehUsA++>-(RH}X87&)U%Gp_f}p_bhwlIYfW=lkq0mb&q4) zEBWN3?EVdz+hNgnt|XWIe3HHB{!l0#tYDrC+or@`1a%?xZS`%S=v4rU}9#gr|O zc#+pFSN3(fKB=EuwcO9W?Y-tFC*_bg0a#h5`@b3ey%)rI$NjMq~Sw){*lFhL% zIZV3Y%I%P?f@OKHRYmP%S?VJ4ed1>~Tka3*$4UEGfj5^_vpaiK;Z1#Me~XBm=N|_{ z`XPR|LF-SD^*%mQQjKYFOzyTpq@E1v&&0+Xl_-suT|}8!I@vQfuwF-c-9!JkT~BW1 zQZU=aD#7#?%*d&m$wWT@Gymg9Q{Zy8_OhP+DmFTc1mC+;+DJA@YaJjm$(-XW@u#~; zaSDvCcI|n{-O2Y_!MsmFoc)ca%^;NTbAR!U-uUq*OOM5eS$ck)?Q=Tet1!*V>e1?6 zWahEdh*}%IpTXjDvy*vrO|Fh2kjeL>eDB$!r9tZaSzzDMY?XDU7h*(TEmoy_I}!9R zmYog5g*d)X8!NTc4!1Vb_Bwv>mwD7CC~Q_@yw4l8xJSe}Na;MK%CnE*^qwtV4dD@O zXwe74*RykVo>ffc7>vZ3)%({Ng`&H^G-f*kB${ORj_Dp?R71d7Cke z+?fXyC;4?W`WW7M|Mv@IO6b2RMw}}?^kVxFc$pIdpP^}Tmvr%S9NBY{LVp;Q&}(h> zd)nU*;7eJuG}HE_7@S=wlXyu7QpEe-pkGsxjH5|6(mW}`okPF3ai9)%Ro22Jeuv-3@wyQ_@oN0c3~)M|zRurrK33*g zd1hNw@0n-J!IJE2&+g+RNihfhdD1@-KiY`^?bxCTuN=l_o}>TqG|Kn-myLOOSC{8U z<+S~V= zuR+0cne`&*SmiF((*kwQ#lR}`I+1kyw4EJev+15E4*!W+C$nENJ>~mDRc-$*I^4*{ zIXiX+lulxUZ;UlLi!R?IFIT1#)+M9PcShU^Wcwd}^z%76E#A`Vzec|5?0lyBVdfr) zC)d*Wg1CH{5?QI7)!XISb{Hn@hw;B)?`Y_rs-Nuj+Kzv%wR=1EG{BM0uqb9WaWNh8 z_BBt&N3meOlQg1H6&6Zn;=#B=GvdosqSYg`Enx9a(p^b zPZe=*6ehhc()SWm^PI7f-oN9`o5klV#I-ls>L~U&pQatz_zKMWAB5_YrZdEH#%X2j zc^1YG;^H!WbY$IVp0miVQtofRAhI06T*ql{#aHngk6>4m|XYY z8QBK$oS$*DkCIs#SDCN1)N?b;Nj~Vu*t@K;=q^1hG$K{hV+;&f|z z4QI(qN%4W+dy?v2HmFY5Z^XexxZ9s@myq)-I^=|i?ADp4&q=JXjJMXIQ8K$1(eEOW zv7snX%6Q(GUUfu*_r!(?bbl8W29;7&JE<5PqUncoJ?z988`1``I*Yj z;s-YygJ3I*&Z1V3O7Fz<}tV_@Qxv0pJUCMVTwb}SIhK2JScOd)j zW`V)5n}}I&xO$e-6QG#=t;wR1lX?d5ycW1z-kdW}ChFl#o@so{i;mIC5lUpWz}tGb zjNLM7)e$-7lHgWeez>|>mphwHT8U)8>30G)=9|eLOq!|JiUk&)3c~?vly>J{G7W>r zWd4vHwzrB9Pq|xIe>K^Dbiu4F?>g_%V%C%Wg*#i}R}E(AWehv#e9-%7zmD~`V)^?< zyL0%_2e^?p__sj!beLVqH{K!P3=!rxzWxagooRf?i6~}?{7-(+)~xhlXx;5vXM8qvbyq;Ws~^#e3l@(ZgTTlO6^mDxHC+k1EYQERzBzWG8*`vjQZS?F6 zhp$MsM$g-6{0NVJLaoCJqJGBMBI55D_45roXG1-!&w8R$NuU06w=F%&;@wtgXKs{t zRG*OOF!pF6mYpF!?_}ZZoXa`LSE*f(hfjuc6-*nV$L{*bx#SDfn~Mb*S##D#9k!`J zgOQN=oF2bG{e8^X3hSQg6&1yD5_2-2uEfI$uv-tMVJtC{?14|_nD<1_mY95!cr%cU+x49lzIitAI=#N3*FKWxOx`{s_vPv~ zRx;o9bNc&0u^?w1jAGkfBJHu*Q<{!PKq05pWo6z4EYZ{TKaC}~uu)cvrJJ#KnB)!qBWs?YVC4Jsd@;9u!N4>1y?Zs1ap6(d2 z;So$+QNZBKNs!f;8;zkK(X2iT972{yjB<|{ji<5bPJVd;o$}7&X}CNH^`HE!gbR=I ztFzc8-@w}8aZ54lQ@E_h=hF1A#Y!V!UPMcqM2CBM(OBN_Hcg7EHBc1Fdw_8me+``0 z!5~>d^ZaUmHDADsJB@l3X*%1L9i;0-uB;CIi{!~(pHci(C4Oi1mTb_<@8{w79L#en zYxZRn$JMPvR zE^J-GQ*R>E*{%!}d$Uq@0l#@(i|6yVoX7eYXsD5@DA5Z70(0HEZ#zJ5cZXL*z zvqrfjw35xK1r8KqsbY9=6&q*YQg60mDxIu%!oL-tJgHPuT_ZXW9I`$f6+SQ8IA)!4n= z=+J|=-3F`u;L%i>OJMSxmTqH-oSLvnB&dgn*|*vmM|RMuupSSBcrln|=U#SqW?kI1 zq}f5bW3{~5|BdvQIDb8~+L+H~9Qq$iB$V3a#S!JrD9l)jkk^-X!HT>?%y}&qTDWE6!f!y82t~dOKrYp303g9_5|%)k^eL z`d#wpJ#{m_J`n%wuzq!nOhn2K{r{2YTb}Twk)W_h-UQGu|*wr$WG~;HQI&l4ftc8blfj878MN+;aexb zA?Hp_@cTVu%xZdPhSvg<8e`C>ESl`6$H6!GQ**}J9Cf?V`x*KiF4|92ZoTnn8Z;VW z>p<;4N}AS?`j`h*hWA!Ae}-UAC*LeS9mY1{;3O8z+_wTm$LKj3QD=*qd4K*ay|!b= zA=o&Ar?iIS*RCEZ?iI(NHSGT&#+G;WSnal_{Re#MX2^^q;aU9ok^;ZasVwj4XTI8H zNZSF2TC>ad@T~%|B?Y=CKhJ1w_33ZplEkn`S>@%uxk* z_QQ|?EY*hZ^rQbOy0wM(1o7!qmR!kaoAI1vc1^yK1yKG`L_3`Jx9RB?E$+_(w}@`r zMe*irw$9%jA$2^Img8eiT-xAY5v_D%sTRh8!f+c$=VI{PiOuh^-+3(8LWJ$dH-BQ; z%h)H8_c-Hjvb68i!VGaT>-BQJZ8B^pJNXQj+$xeaP;!-ekE`_$-i^}ta9mH0nEB-T zTFsiY`ki%urSUG>NTjR^;WE+M*$*uc1$(unV=gMw3Iz7#nzqq$n+j*jR zGz^j&=j8AX_>s7W%&PjklEJ?^7p2@+jEroB)tqqpWfFWLXECH3`URlkC0 zdL0a}H}DHfEJS9ZUwHM#&SpUw7yvU9$UOhiVxt_i`Dbix|FeK zfBsSmm$L3~Fs7Gf>5O4$>(<*4K%6EYtJ|!xi;o40kOJp98Ey>Zk3_9N#zq&xKrO$bG(-VufY3(wj$on|{5*eyN zIXhNH;K(Q=;%rvwsNL!GI#b`1*nETjGgCio55I zu$FIU?aq3Cq<}Nm`+qWdda0Kgb53>7F1Pz>dXgDmPPo0F<^B-CvLnB=5@XqIy)v=H z=TI*Rk9uT$U(4O_A~~mqiBElCpFD)0YPlkB*-p;6(3u0*Q=pq1)Fu7?$w3{F7ujgydNErUT36ULoX~O!+5S%j*ma|3j zPVORA&cp7iX5LPn$wx1SL32L*J_hD&_Uw-TPkXJ%(a*i_@%}(Dpo@RWN&XuoSMuqn zc+Ft-+tY3vX1va07qazl| zM7l4eS9WnvWQQ}zbeq_@j-SkDiT7x6E|f~c@)V4`8=qUjW-||7DYCpzmK)ilh-))Q zGuoAd)y-V!XR;s9H%|0v9A;&2Ufx<&L{A!Eax-T?1M{x!7JHnd()#7+)pQCGW}dE$~0p4 zt#c+*RrX%aQ%~m?$yjLK^P>@T zD(&(vWw(Al5qslLm9ROhsNW{@-@NB~2z_7_dDQi+cb%Y(qS|Vy=la zQ7hT|pB&T2@sk%}&>L@(i9YW;+mK}_gz{YWc{0Dqr;`_Gy>VcKD3I*B*$uxB?%jDq z2i8k2$ioXpwCsplq0d>a=G2d8aOG!xX8&;ZMJ!h8EHd5;>EC&6ZS|8uBw1XC`#U=b zPT?3|D5bFif+Y}dKV9pnfC(L z&GUhSVS5_PXTiF*dQbA2a`ZSF-?KNQChd|x<$0}TAI|IgKY@?6)%z@HPQaL-M1jJX zQl4#k7c4`k=dF+Qt7FW@M{kv84b+vMrL#wRb-q6wx(YZXUordQZxti}eE66ZW+|5(>JO!Jq zjWA;|B$JP(xRK|5Y|ZIlt^GVG7Jh@1>y$eIYj!Bvltio8upe*9YR*zxS^?LbD?P-u zV!Z2pZ0JSan=rMBw!4TjC2%LtMJti3Xo1(R;n&&Wp7E>;v@5b^PF%`v&73arB1vDt z^SUg*fzKSP??U{46dOLLl?V0J2J0GQb520%$cmR>_g9#lwMh#K;_rWIwbgqvWBmw+ z-&u5&ai|o%E79Y8ww~k4DSCYrinIM2#ZPMR@?=Y_1>yEI$!Vcy@ab<^w>|v+@PAco zOt!Oc@%|=u9u3XXMwqW4(waX`qw^6W?GD$nb8e|tce{F+xLBN4IcYB0Zm)%JUAkm$ zx)}4CsF&3SQ;ilU;7)z0{3lA)rqgOZF@ZJf@s8f~JXee?$5w4|s4khVRAPViOVBaj zNDd_5G`{hPyEPz_HD8Yvj9WYCUrzkZ2_rSwD?5lvXzw~LY{G<^*!QVkm%;Z1Qf%iP zmy+XgeV;&s?3nL^VQ=EYMiQ0fx6jk@9sJ5#vjwit=j9W5;K6jP59zL?&a5CAe)oe# z*68e0l|Ec8O?JpqkxjP59>m zR^NpU4GLmQ-X>&a=>u9UF_XnXU%mo^%SRd*5-8LkJV{^zt*zr zp`~cl)+{1aag_lXP1Hn5QV4RG*xyvWJ2lc4<&dkw*y{^Tp=&J40< zCX!Qx=J1QtNjL;U;=Nz%p&G3>xc4SMxW%V?#M8^5Gftnku~`-Wzl=#=&?4tzCNIk_ zwX*gipR-;kC!x>7`+12VnuM~WL#GOy{lk;-k(sM@mSM+#^8P=70 z>%amhE3rXLxESugLu)lA9cx4!h$C6``h@ly8aY-NF-G#Q?4jRFnr86aqhwBQeh;p1 zi74~T!lpodKdtO18eNDb&5U-*XM2Xf9>aq?Q!E3koFt#z%^$PqmHK`UIw#=dH=^g+ zP)LrnotXCp+jhjrAK>waXqDAad)YQ;mOkfBTjTB9kWTiQd@EdtFa4Eh&qhc4eQZI$ zFVQFG$UG+^B$rNQoZ5&pM~a8{vT8E8XSdy9MzTls|Bf*u&!|4&tACU8T;;M#eWo() zc+}14Xs z=gH%F((#c0*WFL(T^Or#N@6)}oubX9{5~1rtHE>@Bs;TLp4Lor?;2W_!{@`uRhs42 z@w6r+{DpsKX0<|;Ip27(gLUWXZ!=l)BtB=_j1VaniXeaE$HjbY8^kl89|z@e+Mn-! z@>3kfp64jj0B$Wq|u>R`66BGvTA=lu42g>+}Vx6^9yEk6V=*5$I6hOOyf21 z{1==5DL^Cd4%_gV0mx)buYl2vml+*v#!+tSz76bjSq|17ej73PaSKHb&Aq?W|0g_ zXJNsmq~3zLFVXWhR%=b7mz5t$i|+m!Q()(d@GueoPtp(LUH6f8A8p&SO>z&MB;IAN zd@&Ah78TZEX-~1_W}Y;M3^^6G2qyQ|c5+^>X18M@T8M5NawYWgp$m*Q7>kJO7SKjT&UIZFNa{QsTtsffRd(&jbN zeGljB`B7C?xeI;^aioMg{W0uKO#O)-dAqlo2WNkKS))&KNoSwV9impg30K9NWZSKz zh2D_rj_aTDjH_YzC`;7V-)UmOEG^83O3nzJMyrt!tHqOt>oIwRwwaHt;Dgz(^9@Ar zbN_Hs4&@nb*lL_sMu=EL{QgHwI9BNm{5)%4vh(LrKTE{pNqC><-+9JdLH)}xXQfe!d}3)b10sDF%nEbACwgBS|zDZ$^qO)m9~$Bw$s)UmdLKfZ?y9#eD)JN^DM1?L4S9^_&YWztH%=JQzr;NLD!pEyQ{uNiD~Dv z>N#S^Y^?u_ZOcCs=nC4UUGx@vL8qO;(foCFNVN=&wexD)8LJQ@-=} zvEprJ9UEyhg-<8jP4-44+h~2Y`_lb;m~7PlMetbfQ*HMT^gB;Eaw5);q|Yj*tZcfM zEUnn-Hq7XTVTX$eqFR9+id zX>p^UlKe31A@AXfKf~sIeM~p!Ihkb(i<+N7d%jj)#G?!Ggr_ap@j$HU!aj{jkd;cMwbqf=1I5Zu zXgWphe6OzJcUHPxr2U)~H4b|R`;^>{4cseEyF9I_0J{gY^EG>4$7W^3n-(;9*`1k~ zw8`J+^0L{GIM6KbAbm`R>R|n?fOj%bFBc8wu*SFKJrkmd-L)}qw1|2&L`%}7p%G&N zA6SiPXRyn4FwcI_XJNTWJo!Rv_mk>>X0YA$(wsf=tm#|c`X!s^seD!e<-6!uE&K+_ z8?ki^jk34BskV}_@MmbwgTybq`7IVdO1Wesx?DS>v1kZQx8Yb-h$n}`d1@X^!yC2w zAg1qu&)s@E%hlwU{SoW#!Pw&ZN`~{nVrNcaz8Pw<{wi3%&5jLNBl-Gk>FH>7vk!1I zj84SfWEMVFy=6)kHiDkV=X3UH*4NBr-_`7Mo9K3{k{7}vvUE}Y8%Ug??Q7WeB0jW`X4$iGyAnfiB;S9N zEwv0pmhkAoaL8(a8R}=h^mC%_XMR2uw{tc_p1>z#buv|E1wwM>c89{PnB7`5%SqyQ zvEQ?Pwi~@ZGEe!DHM6$41B43|%nZ93y(iMS8V_sb=Rs`jSKtLbN#9b9kUzK4q`OUXOLy&B@_DdeoFdkEuIrPzF^xRBH3^3JlWI~S{QGOw6K=P%7dGM{Rs zr3>Kx68(y3^ERKe;y!Dn>hZEad2)B2k!%gmldmC(v)|?he!7PrC2zufyqaoE%A7P$ zH2cH#3w>0>)J80{5=$Cs?^OK%n|I}%$S<%wiq<(*?n%;rs>e%N=oI%R)8$-}|Ar+c zpq7;}4bALolAt0>+@@r>^$-hH#_z0f{sCuyhQw>G4h|A+MV8O?4-*_d8m>~0R_@T)qu&gG*|@tv}y`kHSx_4g%yKd7zO$d?_F2hpmg7M_N1A9oYu zo+fW2)}O)l{l$m+dODG}Z!m84W9#!^ax@vo!Z7XOxGehCpZYn$&e9v8=*5?VZm z$4=4q{_4%~f8JMDfO7K1OeN_e%yHxgSq+Vs<4qT}1M%$sZ5bd&ztp zugQAb!?Ch6W@p`HVdZoFPEO*^sfERTnqf3K+F1HKe;SJ2$?=gDa}}Xk0e-!4vom)8 z3;!hr-z=|pf37Qe+fiMFX{Tm(%IEBh5ipp*#=Uu4dp_NW*2iMS6)ZG?#qta(S)Zqo z>tiEgbw05kVhvg6BUZ?+^*qxlX=amMP}#k=686JL*q+ZHqD*C|yr#Wn`pns)|MBw8 zqF4pJR29L7K%_mK$0?QfAlZ}Ng}fi~ok2M9w^%lwBDyz-f!mik_eMI z<=;4vy=?W>C{^&3W38U5>7%R~pJV=F481_q_?2C{<6KSw9VE6CV(T4BWG&inIC7M$ zBaI2K)4Log-t+e`@^xaLmRS0>dc#?`C3I`J+u5~IJbxro}P(zmfOk30r+^8>`%Yw9KyNT3WqcOZCN{N1^dD%>SfwH>kFU`cJU?mlRbn zsfoJ__}Jf~>GgcC3k+u)6F|xk`6&*-m*m*}hdhIL=Y!bQ2Uj=grw475r8j$eUT4n%Z1Mo^Y==Z$EzHHMf8Fas z##KtZ0l6>5vHAY4&Q8Ukcc|$8Djc8JYqCjnhx_&P>`#MaS?f!xX2z;XB6Z$@4bV@r zcsy00ZDszFY`;(G=}ejxBV}WM<&Aq|{dB_C$Dw_sHcE?!*`IeR3vGa9@|zaHnRjWJ z({rC>t&#Nkir&Swv4C8IU42TF+(73%#m!2&H&{9GWw@FfFz*17ZypYx4Y7AfmZvk> z0p6Yck}L3ek)$dgD52(d?E74lTEmLv3uZVoS@Hr5t&8KeF(KcGvZ^cjKlfp8XL|PJ z$9>s6Z;Nly@)YeJ!8Vucw>?dc#;mzoscPPG4t76`69ZC$Gbvk&=C zo+Bm`(BDemK>7{XR~5ID^Zt04eJ)z&#@$k>vzR9j){7y8d>7kR!uNDCFUb1VK_ zja|uCH zYRMB6yUb;u-`PM*nZe;w)H673iH>s8#It)H4|XW!cX#;a=ZxB(N&>1!&VKU)0@ z`OKTVx~|%v;{0VSbS(>IJwe_xkA+!32$vHr&SlNYqQ_CJly51u$g-V<&QYrk{c;xC zoBEvt;U{RHQ`(b5>wAn}2d$hZQ4dB}xN?LTkrM{<&hZVXULbBgD9TJTejF&?7c=Hh z#EpY6DS7{X#I&qzxIhbcLf{wNdWdd$MqiBm+PYSkHp{gBlhViXjz4MgjaV>9pZjTf zxNBpeU5M>Jf^hZ==JbMUTHV4Y-qrIINY&vJ$@n-%WJ?a*QQAG5oLTqROn-U9vH{O- z5uaPqq#ZV1q1jD_d71gotzv-ed;zC4I6(sfRmHv*x`k)Jcqd2T8}&Qm$MB1f^=&=w1fF$N@N_HB&rS5=QDJ@ zhE=nA{8+eeg++h!gyf^l9_ZxTzS@;eu-wMVMX0N4M zNzBiVw-!Ff?wbqj(Tw+Y5M%n$U^JPN7hoN`*ATf9nQy_;z2qH8{#xcE|MIWzAaRy{ z#`-+dmHou6OE94}YjtP2g?hhymUg^VQwBbUVN9q0GN@Nj`<2puY{i zz5HaS-UrH*XRY&Ln5+`(@N_m?c2aHu#Fmi%E!zJshFw9wtOo0E#F)$mIbH5D{*bkT z;~;PtY#*V~BM=TFJBn&~*LsjzCunUV&EA9ip=`WIOeii^<$J&kk>q!%|Df-3S{lxm zn(ARYp6}In0}>pKS3RJ=5udYS?NMaa4>dGF&8_AaQ2y;4p*@76p02YO{`UESS2j@Q^ayYG@rOVm0 zxRJk?Wwq?Z%ahI%SYQtg@}zkV`EvqB-n}Q9CLjMMnC#+hy&?7_zx@V2xAM>>*wL6A z#atQ47yI(c79@JmvxVmVI!+|a_p9$+uck&}*R%fkP%WJ<@|ILOIUFy<^b0YvzbKcL zl7nEn0G8KjBi|J3^NXVV`77;JQZ6SUY+>i6`aB&U@)T)_`0_Utn~F9Ei()0=oQy4x zYq1e+58$Eg#h&a%+#&L1KXz4~ejc2*>mz52JwwWpT5ks5k0Dc^M1B3$R=vAfZ8*G# zK<|0jO=Pp|1Wmr!BSe9&@OmCkvqpWmI{#_&U1QO4MuewemNh{Q3!W9!he1hv%=`A| zSYsK#yk1QBihS)bd%SubT|HbB$T>M}G3i9tc3?~|GmSgow;2vUV#P#bf1ba;qRj)K zxKnIR9)sJU^&>786GyU!zlfH1!)%pk@i(dNWQ%v%_87Rg6T#Pt;XBo@&ytyW?n;Kz;$&6USOdNGFwK5|XO%vHrJuvj@3dZ={ImFTPD;x6 zjZ6IW7isQ?(;Q4%&a=;B+r@nFQ}v2yX9o5^#5afPafE2{B2SpC{^ts(eNUNu2hQq@tW}-L_G1c0 z&Iif1iH{!v>(S=FAHeZekScE4(i}9=3 z`yA389a0c0@&B)j|?h#hIQe^1|kuJ*Tx%^Q2X1Cw1+U>=!cd+CT8h^`n zeb}oa-SR9fPiuZu>MHnN=VzvVk{Nt63;bmMbrKmXt2YzN%eX((ylpOPw4i-?9Jz|r zc`r4`IJ_2v3h|P>-|dTQjaVY)cXhes3>05;8mwV2v%2PcT)3ND*$tD7F-64XBIH=d){|J}S-L-@ zwRKQ$jx|@S_mxQTk+?e%n~Ss7@t8M@{hDLxUpSd>furcYKpejaC$sD8Yw_o95qh_% z(U+zl;KW$9I7P_uf(epY2M6eGfw22r^Vu0 z-_GK1>LY$wlji05@oE^oLx#cZx`M?jiAKBdwT3xXJs2iGL@T{zoy%o($_Wko%n(cA zeZE`Vt;Rq4s7;geSmF(>Tp_xBNV56HuQhtDh7a$GfzR>H@;KE3FTc{p*M5)YeY2o^ znX<`5@SOJY{B;!>R=b*g-|dy1f!8&~=;Rabzzg2MnFZo`o^od*W#Ju;)CH%s3upgPa{QpM7#xMRM1_%qM3Q zM9s3KJX?*6^fC+jQ;ZfFt#i&rX$-1MyJ{@bha7v^;vY8rPG2>}p1D|>6HW4cb`EYf z6>S#zE9V3(Q{yL6{7e5s#ng;H=R*Gvwz^UKD@omlwl&Oe{y#%|vWi`XMJE=F&|9#m zDaNj>r3>$(uELIRz`Zd;5r5=ix?OZG9zfRAa55 zY4ndaaz6Tz+WS_o)5Yk;H1Ev5mqWY+ln$iz-`G5WZe2-!kJ$3JK2E}(0R5{#S z`8iele+8__Gsq7y@B-}F$)Co%S4p(mqs}|4Z` zz5&;U@vm25F@tA(seCcDA5r@jc$`MRp2|(dyBqYnRr$thcNZZJ-~;!<bV*fW6Lsn#YEk!c*n1B>`1GlN#7ijACdBIG7V0?<2&FrjH_XsNcfMWEcgw8!Z3Ue{V&vaEXS*vq`2I)w$ok&l zPk#ozSsMGdZ__{oZOV>_sOi4y?r@Xs0oa-?rE;k z@lSDhiLyCocsD!Wp!I67`Rl{(y=ols4F$&0nU)VGxj zV3+lKw_x~m5_J<*uIFW$6J)L6Xi;-9yY?m3@BYup0cW!Hwb;6b1TC@WFg={3%KtPUK6;$&V%PTRBLk_>7^wO3D{N3zJzw5)?;$(~S?^|E^>^$D{MXN1wG8W!Fs=HE!)R(i_! z<>5SN1on;QVJpp7PSbL8S6=Jy^*pCJW~3J4W_KiK>+ph@w3mfiVQ}ga&nDYI>?u!< zI_&oci&i%_WL>}$eC&4etYq0dt^E!AQV;hl+&zWNPm9(!;li8H$uof>W;vNVb|m{a z*PYA5l4UGwOLu86Pfs3(bTTr;BQFp+GJa*R^a@eDjwAbv^K-$@} zT|~yxV$dt%<+r>l8a_#nK~T;t<1#J1LDp0(zY9{W#LKr>>wc^suirv=IL5!jSYZf> z>xu!%dvFP@p3>4@8ct;U?9;r-7_yP=8oF~Q?lslhy{>o^Z@+16sGsWuLo&2fn?{q>lYFvTfuF-YqR0w&xFx^*Pbq`@{8dcc$KbX-BtVa8aIfm1xz5wZ?0vL6=Gm3w)zL_&mdJZJl;Tprta>JpUK>ODPG*9&4cx_7OT4XHwQ9Z$&mGt z`Np!Dh5x{bgN)3J>GqNNMh({NDz40j<{H;^*JdO77Z=e!g2-MG=r-4$XJlF}iZ#Q% ztX#bl``&c#M!a}YwCE+~{>CohXx_Iziql2er3DV8%2IQ(lriQ!#9sf3wazklxs^nv&l7I zz@mcxFCcqzH~(4?9k1r+x$*|mmUi|JD5XNq2A>bmP8X5lb>7s1-cRfIJ$O`f$NA(; zJ+PPYK5M>ihDLV&uH-kV+b{zrKf*cH6r1t2;?B*&)!t-TO_uD3$WGi;LRtck6Ide^ zO7k6b7k2h@Wmc7(1>vmp-42yc%*2{P^fY$c<7n(zmL^|o_Y84-vY7s+p9)wsPMnxQ z@}J??$eG(|b1N?HqRZ3pTxaTbK{#IPxTFC_If{@UN)?~-E?{}|w0>Z9+0 zRjQ~xL5`yIc%6qP<7IF1)WyWZ#GfO`QWjrc!L-5TE{nUJw313niy)VpKFR)fCHrN~ z{lz@!1h#MQj_&L}ORuSA`>pHFa`YVBK1eJ1jx|o(*-1V^OOG2z*E^TzqX(HSwq}pc zEcg~L{L{}sHrRv_(+eWrCQ;yPx>Y6l)uK+m&z>YkG!j1slmAhYj%4kBaAXPGyTIrZ zx~39Oo_`k+;gWfJlp}|eZWpi0zWHNdwGEbMi;)-N-FC+wbM9&~bb!wfBElVXO@7zp z&7KW~F65ZPYDM+5jg0eMnVgwdu}Vq2-p6>qj?`QIJ;Ds4y%wjN8*ifPVDU1ug48?M z!0)5Q!>)P(&%YpdA(&*1?dR^!TdnaB=?dzu4iIsk_j`-kNGc`o=e`?Q<2m?j zr~4>!Jj!ax4BVCcS?`f=wryyfDw3CpxyeHN5NnqtXWlR-tN3;-NX?8-X;GDIpRnS0 zt|-Sxvqo$N?j=uIOOkCiPOS1dd3>|xWG5dxT0|@7-0cM;(0*DN>R75KZ}hW-2kc^t z%-{x!+E26LOl`eQu2s;RtLN(B1R^H&xGWc?mVB5jfKfzl1-!G zJiS$RZ`NO*h>NA*pPBg{eV1XA?0;znx$jsobrJHsvajzBKS6N~j`YW*OZjA~o!)?@ z&G_u|BE#3B=y4cu7CFYiq7{oIx5>bQxY@#7pewzu#Dt|-F%<{qI+uET&+7FC?SD>= z_vq6QQ`*w%6KLHej!b3$%h>HrNTj~i(;~(OJuilP>Y%@4e7h39TX6GSTAV=BmJoc8 zUp+#fp@n7LxiM<9mmq<3pET$r~mSfE_Q7|>VJ}}F8kVkjMjW(`5MxT?|y%1@q zx_T%kB$w-QQY8KlfJ!I6F_Jykip&#fnfjmej0!D`#Mz;7AzZKGVa>>0j|QKz>I1AW zg+GkYb5_25$1+dSwK#b`gy1u5v%Fv|tszp(7BQaJ!oKh-PmfV_O%{n%mpT<>H-gk}Z1dmy zm*l=Ig_DKFtQBN#>)x7he+aYMuxy@=UhDdcF(TD{I^jlgPM3sCGF!AXl2l=bj7P(@ zb3D#ww0u%;UG-JZwR!V)4NfK_PBK4c?`!G@UqHHFacLHI<*7_5x@BbfiVo||{tDCh zIjvnRj{GBDb->vt#f_KQX^Z*Sb$nr&Z@5ph#a{8FGs~Z+pNAmZnx-RpUwQ4N;@7i0 zv=g~5)oUfKl*gz;Ab+uFk$q{G(K~BhuJ*H^pI1nk+(CasV?Se5C--$@#fADkT+c;F zKB(aPK^;0)#_pdn>Ie4gk54u6<9=Q`9!LKa<+?$0JPXvLS2b6j%vz}+-A0tUSId2A znVK9kNc@yu@5Q!6p-QCsnI@?k+pfTF72tHJeiu7d9CzD7wl8fqJJJ9vTJqCJdBse+ zmFFWT;qoOIG7T;_;72k8<_UO1Hu###Lc9I;y{`b(~Mc918_HDFTN_;Cy`mDlAMzpv5RRtE$ zuw8ZWcr{7h)6x=pv?SA4Q2UlgwRT25G*ChU#Wp5YhzT_9}$o?`5W_8iGSlXXu=fI^mk2~Io)ekcD9Up+lYgq4j*4sp% zME6hJdm{PAih!q*?Fn|A=ihQYKhJ8DVSWI;w$re`UQ>1JCo_c$S!^~*veWz+h-Bq{ za>Qq)dFn%751akm_ZKc)qot)0%;x4^46@T{^uR7txZ1R+2g zk=adsp3+~-sTcAp%bi5dw)A+PHrF7{jY;JAW*GHiOD* zERcOM^llva$B2Kip;J37zKHZs^WT?Xw3OEE$-IQ_&ESyv(*DMQ+HC%W;}5-F6b7~YO0K##U9D=P}bNwiH_It zr|eB@jK3FZ;S$)SUQ6l)WgWuH(Ctc+Co$mz8rQ&uRIlBlopWK>8n(5JDaqQMJSK-h zAv;;$X8971r8>l){J%B1E3j9xH!Oh6VhHT=S2r?D!Lz(kEDVF$P(Pan%fy?5S?PGX z%z|~+wBJs;F4}p8Y~MpDtBVgLX#;XxL8iP(I2?x>L*!qYXOH}FOl_t0V_bPEFTa$X zCx~-}@c4B+K3y*pS@C^RX4aJ59;xuXov-%tZzmhp5QVd|=}BWud2PMUs^_tDDm(Op zR(4@EF<-hDcSo~O*q*04-@!Y(A!a(3nNvM%E#pM(;4wewdHP7yc0~b{iwwK<_d-_2*Ha(ku0avNmCB z0m6wn$?={#t;ye={jmess}v5dGE$`G!dU)t7+F$7wKC1$;g#XYMWX3%+G@@N4lp~* z8s1cvsm2?!Gv`C``eNg54RI!W!LzgINbK$F$P?JKjxDp(=2?Be!$Rv}n{^5Gc+pPU zXI*1fLgo$NY+lieC6>W4&w;LGzqg>jzvFj^Lu2vo0v>k)=4T(tzuJ04E9*&~+N~u> zU&{DYmV|Xh=VY$?sKCF+(_tl9Ht?Ps*yRK=0%bQb1iE^rFuV z^!SI?pJ0XZB>WZnSGntCHo6vfu3@_)apghsTn6R+SiLdMy$I(Y*lRv6TtbeiuKG^f zr}|ukCEqosZ4@zof`2`_H{)~5G3+_=_rs@DDp{?!dOv9-Mn=@xzG{ct-{zr^=Cxo0NXZz!-u39_Z$L{|T% z{#t)}mtuvdVf27edX?Cgwe!yz1@cY1IoAK6otesys}tg-Lrqsm4)8 zTNAaOcWlY?`!@WuALDPDQcc^`TsX)l*+1Ib90tJGF0C(mnh0Qwjbq zzElGny3;4m30p(72#eQoe;qc-+K4W2T@0n$Ns{V-OJI=iXf;Wh{q^%{u$zW?Dw;h` z6?o=9qQz=9Jlff;4|$NS4kSx<#wTmt1rW$uh*{!f-WYa$4~ruz)KpTu4tuvG`KZW0R| ziL0NHELj-mX*K!ep1|85F=wfB^Ii8I#H+CDL>9`k+n4a?MZ8Sy+pEdAf(Jjtn+Ezn zRbvN3`ED%j&gRwiI2`tm`J7ey*Rxm?BT*yVUCfSCwe^_Zp7Xneo_p|&%SFO1>{v{6 zNG8dSWce2>tFUAxE#8e6eO=Q>-_;6a*o!5JsAo8GFf`BPYj2DDt$Aw&{&2myN)IUA z%Y$BIfwH1jP4-*mc%BI)KU-OBsN`RFS1e-j;w*fZ7Mip97rwzfDZ12x)sbSrQq27U zL$b!~C9>ZPy^nEji;=gP(d7=9?S~6*uyHF#-=WiD{(B%f^Bp&Dgbu@+GEiJa`$GC@ zM9)Ix9;5GPFynf?lw{Gd`uq_VV`%!Zt3NOs$s6|U4NooCu6*QpeJ-I-)|F+KQnC^^ zCD)9C`OWzS{I5j%?4<7uhuxT#_iAUmuBu}P>thGq2g5YXOkK=;_Z&~A`+4&`qeW{B zTt(kQ^}P!gec3C|b+6*PGoke~?rfrI1Jb>$-!rwEZ&R~LlB^=vK(Lm0F&f*}v+5)8 zPK~^ZuwR3fFNp=GW7kIzY$pQb`*hY8+|T0Y@t(It|Mgl;Erw-qZ9$r^#ERqqOFq8l zSXRS5FGK%FZEu3&wfaAqba^BGjH}-8_bxil&}S-0AIx&S-B%U6kHMwx#`#YmbfmlU zefWL4&iAue>$lK6^)9N?`8pV_fXNzoT#x0)YB?3YA7i^Cw9%))l1m_3*!P3q`16~1 zy^>{;z4{wG&)biqV38S0Rd#>yqJFm+Zp(J>W` z4$;D?B+P2PV@0E5MbHsApS{PaZS|b7ZyP&Ire{xMUDik!Ws|%7|Dve(1a0!nYN_^8 zWieHsuEX;(Mu)Hb8!Y;?7TL4fv8StsWA+c&*jf}%X77qTumNk`hn3l3^#+8F6VrRr z=oWY$LxWrCeXnyb`82+Uz=Q`epWw*kl4r`9*#YO4126z5+XDwO{h4wNiPS9fN z5#+t@5Mx$WU?v0TGFH748!v&)O|Zuu)sGw>>-RWaxst(6)$`G(ox zX!d8s03>bDjle4)vUfm7RK%G5a`vku{_H(0#U%;3l6cvCA$} z?&P&MvECw#yA%`Z7)g4H8p)(~yY>$zRdUguP0D-Nuq)Q?faX+E)W?tpjutbr4%1R$ z%s7{a42N5G0lz@57HseZP8B6vX*Q|I*N%0jEqQyu{xwH>8FP}kDysut(rz!7p9Xb^Nm&-%TCI(_s0nb6HEA^&5Fwa}?i+whz;AEu4OK&#OG-3GG(IuNNV( z5Rx}L+ZCSK-}DFE|M5BVk`Cl;qTSD6btsO!%dVGbeGRnFz`uFWzL~Zy;oRSm2laC> zPVB(Com!r!t+^stD#0hK^-giSqR&f6_JB`MiBxsncbcoRFK8)0sLc1TW&Pg9uU|yc z-sT6HyYJzDV_0n;Z8m0)&*@U0720a6C5e8+opu{)58ztN;P6$%e)rvzJ< zH}*Al?r_&U?e78lO*Pm<*{%>I|8Q(}0aGs3YVx}mBG1RHly_pO;Lw~UR+F%rc(>m9 z7Hoc#duBTRsI!w{lk5!*`9i8?ydXMe?e?W?S)Oeg`?u4*sWZ^iD3Sa?_h5eNyPwD= z*};@N%x!ThnX39>*=%<-7gu(gtsaIUpNei*!e*24D^D-7E`6^1PBeB@&~6d&Z!($p zqt^yKC7*9IOicu0 zeDFe2_agUl4C*OXehG;)Nq!5vFE)B#$%1#1VLp#J5AIb--h=;CB=JgGw!*#C&aBL@ zvRCm6+|S$U>@xlnzkj3q{i1U(?ex;-0CEh)lsEWNM((i?&%V=({NEj34RI-YEr<0u zh)jX-eg!j~OK|@fTzY|Df5_?`u`PM0^NcxJ7?1JSd}u6Xx6FJt_>|qL$({KH**_Hx zZeW92Vo80yEYwmJJzm7~zs9mWp}tc)!|0yeL=&++xxN~S|3&%BQnLNP=3TU%o%YB3 zd?tPJjNx}2xrd(FH}MmuoTuI8FglT(sg?ABD-IDKvOat=Pwq&s*ZD{4#*Kkc@A4;97el5 zUrA<>vaTG+RwbNk#JUy8dX+f#J7hMyFPT%aGI}6})~8DwR?iBJk?fk4P4)TK>0-+m z`V_^kC*7M$9H}>WE6*Oq@~KAmfU6$Y-coVo2IxQGnwQDeicT4gztztSe^2LM$zXMj zyY3T%-hxtU*kq4w<$^1Rko0t%nM$^>Z;yLU^mk{tW?$8T#)$HcHm1i1I5k2vO&0kD zm^m2!*W+MKUiKnxE`(cW2yVjMaV$Sc55Jm;UB^d~+qxT{d{!G*iW%p#&@!`>tj7J5 z-V0qjlZ|ubYxHdI%Ez_zF^^uX=Z9Q*vhg8nP>Qnj3Re1%AD?3e@d=*)&2REXz8jwB znMN{V)O2Ou<1}=3vh(HK`-c{)VpaBVoQ$nE_*cQ1QY?^+jZeZc)sa#m<|6k^B0=4P zQK=s$t>*vzSt?m@hUmXDORu5Hkzz|s+y_iYUGm4((jCjP=gr_ct58ikQ3X#jQWhmu}+GAJd|y-;4Fo3W_Dk{e)KY z?dWh!UXIDBE_NvGpW=^C<5^Y*UFYaP98S%S6YcKAuu;qTNR zUF&@I+Sc_u6#+&#dn0ZpGs2z)!C1 zETW$c>+7BCK$=@!R|H1qyW?R0s?z0h%o!^FybQ5CqxgknZP+ZUb#{wu=iz9ofL`b4 zCfaSpqB+>Vj~JN!@a1@Ho+N(2>+|F^6(^JJ`FaSKfNs9`rGm{jB45_CwSnqn81!{b zO*YM1+ZAw`k3CtJG?TxlzG6A3FCxv=B3!a8A4 zKL?40^T_=+J60EoTJfvTX|jbBtyz5yv@XQr?=dtP53(9IdC9kEZ4KmmlX?xt{3H@| z!jUf_FrBWIdH%iHYUa)*Ec!pKPSIX9EUd-m-TBD?5i9jiCX34h@S(q>o7t-&WV43p z6tSffsmhRa9y#a3HdShRxMsC;OL29y<5fh*MXr36{uk&wb&XS(VIzd!)$b~NI0Tzg z9s44j|BL05arAfn{Ybl~F*4b=jxxsm%`e8`YO181BY>DqY( z2UfFLM;0&Qy2b9QiUBJeS?iunTD*^LWyp6q?hMq^Q&3*)C-u6M9jObhWEK3`5J;BL zquFH`y@rVw6|w9S%&5Qu8%Z&Yb|>Ix_2ytuXKlR&jVt*=SFIGor2}!U56?NA z{HKZ!6<9cL9m>0A3aiwkM?8Lr9@j(ld$DB}z29*4N8~AtKX34jyo2h9L&I^g5M)yI zH7j__vUGDYzX;ds>9?7zKWOc8_bf8PO@{C?7+3Zw70Z$X>?f?+3gZ$qxdmR!U3aPL znzQVG*{oB+zAkPbsLkYdU+%lcdHR^@`bY7o9!4~wd2b9&m5Uy<$UFX%*zR^dS&?+l zLZl1SbN&|N#~g9}DDoZ*pB1i5MTyfPlYEw4*zO2zoK5Z(TD^|FpMmirdhaDg_ORUR z%J@NVXuSu6iy?J25BLP8g=jNM`>CQEMrDuQna0!=KHW%;^Yof5THn)uw@=gEG0B~k z9jRc9Ont~%&b>)4+dkqmJ6kZe9H&Vf#8pZ|7dfSE^SWBECxN%rA?dC;$p zy(0#W=5I&A_gYcz8?onm=c^QW-aO|z;pbxK_Qk(0<}kNvGkH{BHz!G5$mA>B4dGO? zeOtU+jm5{hqXKlFcfK?^inGS`KHm?IWTDIco_%nCkm%DJih1fVmiE1IE15lh!ON`j zst@JVNQRHa-)}X7P>zqQXhMwx-eP54OI|=VUr9>B`&r?rF5h{PP_DP8Q>;)8P~t zKjH3^*<}~*HN}pp{`#3OOl7|o+PP9}txvxuc=$fFGOt-p^HlLJDe4TQXZFu5AoH(0 zGV776KxsFQzXYpfbS|o`P3fzS*a*@%nD;IFD?3CXsgz z3&pT9Y`G6xBtuX?9x#E8n&@p093IkoB6LQfi8Or!Lz7`Ht0I%{y%3p>fphZyR3^pw zP&=CU4K`AzBK5V-9D(C&*tn&0dF$1Y_M>R`KG{~oq`w$&4*3fEyD%)*7!RH!TPpcn zt)G2qRKXoB@cH3_@uMXzliM?yvuJmwd;+#;TS&&Tq_^;0Z9%&4&pLX+Lw z2P%8D)>97~Fy&v|JczAU8#DeQ?enzHH^ocMv7Z;)QwRA0t^Y>0+U`qriYheQ2+7_? z#on%ZRzxmL`b#inkiP4>Cb2qI&<@9?WK`@!suTIq6|}ufD|tWhHtVhA#d)rLEqON6 zDJxEY!KJB~Iu-XP>p$x)YU67$<84j7eZ>-|YVB{lD9yhriY}>kT+>V=Ylq6={a<*o zOhn2qkGwm1vLH^CF{=FH{6qM(jm4fL`4(|tq~Cq~y&m6Q*K=$4|11hTOv~g#x{Y>u z6FS1IA-Og0@_#QFJzz9{&!-phb}$|!BSm$LYGN*t{iewQJJs*mV&XfzZ=}&CD`gIa z_pQF&R}e!Ea`!H_e4X@XxbrCeU*x`2I{OuJZ?jG-GC#%ZkAvtr*q?ptC$aPkB2u1j zXYEmTKinlcJ|*&1!tBRMvrzWM78hGr(z22s z+C%YuHdu?fi?n=^f9tWf5()NbB{i*naBWv|zNL+``A1WTr~XeyxR>=;&j`|-e^+F? zZuINL_kM-`X*6Br-zTJNOYS0~z_mOed4<}r)LD*{7E$kHrBsb9EV9gEiH%q_3uc$X zHtR_L#-&BtOD)=Qe4&zSf9Au**e%%&hp^?j@ZDy_yNg$*!ru^F_*H+~pwL-l7|7pG zB+2uvlv!Jzi+#n9I^xkGdLD*Td0%xg%#suMMl$py-41p>)o7D_sI~lc3J!gyho|*1 zUGEiPm^Gk}>8&{Vchmh(5|+c5rP?|Nt4|lFzNXv8d)ST=q-IF|M*#|xhN?Y|=m|m$xo>|Xo<4khOf9LKe3S#!qf|37cvZex6s##5f zN_N|?6M@!=@rAY3RZFX}x)Av`8I3N|XMHR?1vA6Q@>+aKd+l8{0uL** zM0QBlVwvNONtp>|&N7B>*@sY$?h}mz>q$QXuP^4?7t*Z??>e0X#Ua|q-3!?uIeRXH zOlp#Bci+RVxLE96;`34#?aAIxv&F;sJji`3McPz7m`Rq@MEaYZU)JMcWXLM2x3xBj zpJjz>R=&Ln>6b<0Wd*VLM;>)5U3SBuC(F0P%IvMqo0o9zbSUo6YMu4@6kVE=_H3T; zJ#4ZQ^Z?qXF7BOpaV*?Mp(Dx5&|nb!FUF?iEga$gGw?1es#AY>zIjb$ zdXI(T8|1mtRh?*;y}!HZ+X+MVA?7V-8Ctl5x#*A-ls^<7nAwnY4^r==V5 zw>f0yh!Cyy_MvZ&yJ=m>6(6xhtJNf=l0*j9mEgsWf50T{?w%mdpd4qK&O+R)f zGoI{=PX3B^Y*~d>J|e|d$Fq+k)!^@?-SzJLl4TErQgXL-<1@d)Jn!Te(7c-aOF6TI zm3o`~+=?-&DwTaXeVn<}k+C9bKj*&E`=u-~Udu1jXf^$k-LtW|%F*K0K(S$n{!Zl! znb~90t6aQGolS&@AeTz8KLA z5BuZpGWJbvqRu>Ek9hDH3A(}PS_q~>Qdytp`ni)fcZ&y=G5!(#r4HH?WIA5-&C2RZ z^w0N_)aR-1Xx{K9D^x$eQc2V<1({xY&zrzE*rJd#9ayCvZvN$toe((%zp~2l4r4%R z*ss%KcCb~0`3C2=>8mz>?8YW{iS>t><+Nt8m!Z;DylSlN!q7-Xw;x&kW=Ec*!=o^| z#kE;GbcFcy8q8nBrA@|_@_Nb+ggWqOfalqj`7YU0>Ai|kIEYpGvBcL-R|#$5#MV0GT-_RqDQKl zj3mYV^t=%^wY79UGkUD!Z&! zvQJ5xTmiX8q}^`jHeXM*Xt+Ng{?~o=MbO_!lf9OGuQx7;<4@Q=&I`wQ`B8cj}P zx04~A8sK@`cQu(Rh{N|`b476^)i007>q{V$)o{sfc)WQ{a_sCP_cAe~kZ91Ib&^py zwtC3;a2fuL_q(J%pK?c5Wh67rZXB7w6Wh=xd-fj{1y|wdBG+YYK?63OXdZPNOO50K zsX0D}^vN?alSVfbM2GCwD@B(ZpjBAh&KmtI_-j!J%q0JJJoiHVt!B-dq#g#Le(boF zS5z0R28kR`l6pH1-{bSX7~F%LKf3>0Bj0qEKNOQ6B5zi`d@bf>UB)QBbczVEfbVq@ zJ?ml6Ch{JPk$DFFlD=zdC-oZl*TXE>ryAV%T789nSNc0U=(EGV6P>>Gxw#fwuzYsi z)L_@_+dhx4P9*iQ@T~y3Pw=!hJi4&YB0jsv|6j0Mo_CxN>4$mLC9t{xV%>RKsz;@c z`U(6YS-q1Z?F77emF$0z?I#l5O25b1tOS+}CC%TYpU+Zv!Lt?3_SI`@nKXm^Nzlo= zx&z_8os_j*ztVT0>#!@|`m1?S` zosYM4ckDItb;i;J^BSeC{+q{tUXS*l43E!pj>3))L zdpxP@xi)Wjr?_S#9=(87dHdLzomXh33r+LgEGvOa(rpVwe}v%Wd|?&;-|go+to)1@ zroL-?V?sH7*49IHn!G7aKjHVEbo|KdVj}L3#*a<-y+4@`ApbDebb|M9;!ZNsr=s6= zP&t8I$uX84ybW3PHuBDZ;ds7v8y|a1+_{=u$MK+TBrgw*BY8pU4;;Y$_v$Y-qGt2( z6$Ly=&Xvyatn6P;5-;UxS5mHSiIX1rK7uoA~GL#nL zN&~D;CiLD$*F{im2Jd9-N(S`KBzT_OJH@3c;@3L-OcwSwkbTj3l+`dtLTtEmU$e(o zj?8gnPJwsVCF^$9_#2j=^X`2A-=Y697}DCm>3$~g;C<*@1kbL-s~fQ4X>*Y5JI{B| z{b)FZ9kSY{2EAKja1+*?XT&&(HoM$aoh_=m<6`$Fn``zr_jGJB+_KO1SG}Aj>ZAtD zWRfQz*m>}}h2OO2v8$Z_jqF{Wd%#~)*m|jWH4?wR(ZhGNzl-E#J9T6{s@Uu;#=}AFJ$Z5IJ22d z%SEsCSdyw6WwkTI$Xyg)He%9D7(dDG_rRn(FE0b*Wc|1WtCz9wCTv{nnlWT<1>H*K z8TDE54nAB&Ji3F0&x7%OY}|v?WpL*-eGVW)3%1VprkAj9y9jWdpYz~1TF(Cs=l&XnF=OUqr)Qyz4U89KvGPk+&xK>$A>t zBv^&3H{y6!jrE}Ae4kQ(`!U+(J^2n29?AnQpj&l#Y{r7`NHyI2AbT=vlVd2W?vI~Y zS(xv=Z6IC?63JtDj|dv?U&o?bpm_;9CTrjY`j`icJmGwVWXa#Q4k{!0)hL|mC3f6q z7C3~Ye?azm=gSq?p@^Q>V)#UMnk)KEVWGP8D^L0gqRAw3U!b?t*~wGK9**qBn(Q?H znpBI7HlIPG8dO#qE1HU&CB&;8n9`Z2HDKv;=`qKcknF+}F|Z%p7P`IzJ^vBI3PC9u zLFchu-W4t+cVkw|n$s2h^Bg**e%p3d8^CMx6!UBL|A+?HICCskq;`1n6|Og`bYZ== z{@)~a^niD7(!Ni!bJ(}OYc6!Awd4EprHK&!1762!DfNd&igP7-;1Ocm3H<2~@iX5d zlRLbN$d-&nS&4tPHj-UGH9$)mtERc`LYQr3y_=jrREw32Ochz9J^f!|**0W-72417 zsq8XH4&tU5l*+4zVdW72pJU9LDvDgdb6=wOE;fFcw!gWrGWl;O_0xKR z@!#EdF!Zj#ty27QJNfdIqO*H8uu)MhKO7gDYi z`SyX&g%GHXCyzom)u?ws_W+XYC0BOk7UdV$@RsbSk!MV&^Eo2b>GuYx zWdGjJ+B^^QpQOWY@aO{BJQ=tgGn3WmaBUW1saM%P*`AJe_7UeW&2XiDVo`)}oMZDzdbKTljDp1|~n$Ets?2ccdkx`N*9c@T#i5 zfAoD}9vdVVd!AIBOyUVfgfYDEY4XqZ*8*C7D6$>ROCBOmo?0Hm+kOxu*23Xp?WPh& z-tZsoC-d55wjIMRL8Xcqe!6?JnsX-XM$s+rMjk1MLO+VEP4VGKy`8{=jv!B}8MbAc ze23jjh9UeawT+6Ado+umtH%}?@TV4%^|&EqhGSjw3wPY*sOOdDYa-)b-BAflG|gBQ8i=FDt@#~YendAG*)JQI*mP^ zBirw!7%3iXg~;PrSQ)saU>X{Yp)pEarzCXf%X5z&lIHpcc>TFNJxN2~@&%I&) z_i)Jml&p_mM*7Q0RH4AKkK;mec#Pytcj~X1D40FvSxeigz&ejOdKl(@<(_<}O`d`= zaJ-pq>ce;~IgS(8ZiU}}6@i|k>oka0;d8_Fn3^hy|Zf`KCgd_Ph927yj|<9<@xT+it-zAWf0uQyYo4|ksMzo3$Q+) zw@xHmVKcsgqQhkPu5sTFw9Ye=DlEE|U9%$M2@!EFRJuA_SDR0X^iAkphn~Adz{c(! z4&xtalvPhzf7R6StUB$k^=f2VuCFR0WS%tD)W#$D^Z^F1z>_~oSA}-<^ms6eushhdgbwyb5beNA}^Xj~7IbQ4~cU$&2L?7?!>kDx+@0mWul?&ln z#NFqUXRG!rLogY!E@7RnuJ{&8quA&ypHG2dp7~C4mGL?eTE97a$TAN9ith=X^YANr{?z9?EznAZ%K4ViJe5Dru$DWVkL`Li6qfF(! zd>=glCdq>FCVn-=vwUm&2X3oLm;B!4j^t$Cqs4f|6XIDbzMkE~ zkJ6`(QRsN>e8l6P!k*M%N#>hpNS<{$Kf*dIxzF|g70}=JANQLtrH_w8hx%O$8xeI+wW`c*jDhp z_ipE}#oa+-%Y7ui9{R}>lM2!s*?A>t-lyLRSG}TzPB=FO3m$jHB#0eFo<}idp?Ll+ zPE5qC25i649aXXJIovvz-)7JAjkx(K-Nr*Jds6caHml~7k*W@Vzk)U!Y5k$r=g{T7 z0vl!LdT}x46xMo%_m|}d!?bra7L0Ml$Hw?stlJ&??u6x9EQ-!$MY@+UxSrYdO%Tt% z_+)dqRokhfn95*BY3B%-Cgc7K z`vt^$>7fLSo^tMA_%@^issd~7MHkY%)J=*__FFeI>J77hgf%Vq< zS8&cVzhM8g>mMTBIQPteVBYkkj%;%gw-ddR>-KTy^POvvpI>qBG`w4E2E2uaf4TNR z47tY7IPv)Tg4tO`x{aZ2cz*(nLn zJbwGE`yav9&G?&Vf2sKQx6ygDh?wlfGkNY01(Egx-tq|KPS;*)MLetbHtz1P<@uP| zo^}^t)~WorIKQpI_Pw-wI_p+9CNAPP6QDkoFDF~~c6g32@V{hWuR^ANW|GNhKi<#H zY`ur1*^|AA1-g;qei|niQ?e!Oh2cNAQ-|COS*azPS9kVMt^7-qqV#MeS{B#N3awqm zLS^{S%c5r9BV|lEgS@widfSYOCzIiA-;1(Cdp29#&weFn+e@sir_HCdnQ9z!NRxdw zLoqm6dXm*EPbYuJn6+$h5C%76g}yMa&30R9zDbJ)K9yklqx3FRl49R+(S1>ppHkUnm zh!_u(pcQRPX*~>nn$*P{&pNuhU6(gvH*4_^x({}yy}8|J*k9wi`ZPNl`gxOhIvyQ| zF%{i$h@a#YdDbMDrb?9z^eVZkZ!pdGuUd zdYZINY5g=yT|}a+W{ICY1%)m!zm-pw*K#{OwAI#aW)oMrGV8Hd>bIkovj3(NG_r2) zG(8^(_hmF#!*3?Tw;HC@7ftRqkLU`AEqo>KBl|hC(~-RSZti>$3_gX{i95B(TZXT^ zr=8SNo`AUxuwV#0r;9bUMDJ%vdpYKggyDDo>VRjdKexpw*@&IX@a_iAeTJQNA#pEz zHerpHY?JJ-`IegeGn26IHh<5+?7T(0S1hRRo`$5)y1UK=bF#85|2rhI+vHsKK3&fX zA&^QVzd+hSI7U6*$xS^xA4i~P!u+xT>7!AxP9XuDJoE6Deo zE3!ZBfBdWjAKi{c-RXKQKGdesLw;9+Wqa~vZU1SoD9OhT)n2|Ko=C!j@UIBlzbba6 z-o>%5_z>g%tACj99CxryG4{Mw&&eTLlKr!0bR3V*y1*u`FQcdL-E$B-AL*VNVpc6Z z1%=5GR#FK7p z^0521x#D^w=28}KM5bQwTIyd$oxCyrL#wGrc@_N^LbFH##{cU7AW`NTw#?JRTC8{+ z36oK0u2y%`ur{_NbNXl6{ZT)Q^pdOquafyS-z;0O)Mq{=!$<{u`qv1MiU`TgbrA_Z zXOnSSYv}k};#m`s<|cBF5MLf($&dL=3mVQM^%ODaYF@A$0&5FA_iJoOrlEPRN^bD1 z`FWF7+hg(tqRro~@8)P$FJ^y3-pKr*_op#9t26fD;U|dMACPH~R=&r))cX4t1Dp&vE-XP z3^wawP+J`SjNi1Q`*Y6k@za*oIvM##LqFe+i^DRO&d!Pvq<>#D`yIlMYUwAIO)dF1 z_4}7=o^fBY)jq>tRzSZYTO|Wab?r#$*$e!6JkEq7&IaudFH3518! zBJT?yz{kl(u@YolWgN?X@Km`zKzkLSdnz^!;R)f&7W%J(=>PcQCLWP@KG(W>8jEH% z&Sm^G<9r9_-=cdLM>B`J70WNsYadeOyWXp$Uxgv}IyVuAin3g?!1rL$qexkYbf@Ys z-%yXDVX|;Nsg=ig&vfVF57{|-6o0*&7H|7hSp2?8AE|fRj${X6zyrpb!v5_m@_h-1 zUZR>yhc@M5@jj1iiIG3j z@DLKNFc17f3``Y?a@tL$vgE2v#`Pg0=O(@Fr2pf_-ek(Soz$1J;)i(D%KyW7-CVwV zJAcfciPPbdr+<~ST^K)~p+h59>g>8={&isARJ!ekbJ@e4j5L`={>v&4>$4xM@nHE;&00%sFa6VS-UOBegRxF3rkJAhw=GX`erp$ zCoIp?gsfUimd4F`euSM*faItAH6!lnBq%0kf6XeXd~pGbWX(dJ_~b3;q0Xk7RvGAx z=W&Oz%WeFiKY5PhkzcUZ0k}MxU$=tAvGn~1Zt?X~*s+M89!BCv{B=EzQtfk`2$uJF zWmu+#J14sHO|5?gmotqhv2ChiWWT`O?4FG1ZAA84p?ER79O%yQvLin_hp*g3q86C; z8uT6)6Oz&GK3vS4=q4y^)JpaWpFxrb>9&=O)9CY@R!8XnOFTWp|H&S*7mtp1eZF6% zvPU5p{Q!sY5N*iomtyvdkjX0lciAS@L$BwLSs(d5W{%-=UG=&PtCJfbd3-u(tpwb9 zvQc*GF46LIHfo}!vHnVZo~h)^Uc_bYy+PD^h9$E5{6@BpmF~vXtd!iXm1XRd>2}xmg8#MrqCTBh8`plo zoSBe#R~-C~E-fH7+^Aa@V%14B!l$mJx^3m(=r5Y&NqXi7FZ1G7d?q^`F4bZ&dY#EKFXGzO;zeKj>?T(k)?3d{-!@}e&px${ zSclOwIdAhcCYh}U;MZh6o9AEe_&e|BPA1)MtQ?~6o^;5!ay?9{!LEEBbLzS}6+W9mE|vUNkZL+DJK}poku6WdQi*AjvG^lQ_yIqzG$tMg zlVtlmjqmj=kgY5~+D7)`WKnHS~-Rm`)V_Fgui9!6Y={4<5Qm7 zy+*?1PtB~W1}o=@%UUt+9>;fLWnsz_CNQE`%- zh-Inqo2ao|%ugKuN4)#c?BYy)uh(x@>lEi*wZw}r#lN*;LSy#$gqN)$ZR&0B!I0B% zF|(or-G9GxC+hWU_q8#Ct>TyS;P^HM=GpWV60E?cyz}Tw*H7?mx_g?Fe}kC*6q%Ob z$i?i}hy}CjJef|rJ2PMFQ_Nm#h#)`VWiqcVH!oN~@?j+X2aA%&`V%_WAaOEoCg1my zFfPYGza-JUJTq^XlB25@J7x{((fIf%*0qF5_S3G%%S8BrxJC=f2z7JR#1LhwQCsC&D}d_hc>`%f`v5kyZ1B^xeUyOE4pQ=bF(f zby-$vcd-a@E*pMBo@8OWgNJ>`X31GQmeeQeuN3dT#`)}v?JBZdE-G%()){2o-&L9K z-$>SC{QF1I?nO*Y{lM(i&x|&)rX^OCbi9ZA4%Ony0x7HF(lMgewPfFy7IX1*IZcn( z&M>yW2^Ljh@jM&7&ySO%@=W)1#Q4!#x&dMhu(m%Rc^{9Ht9rOr24hMKEo3+I5Vr0> z+pERS?Yt-%m{ZX`tNpT5;~jP@#UJwN8!dJvS?VM-(a#^QnL!Yamuz=m?xa(4py%m|;=xZ@MzUrFobWgSTx$K{+6s^cS9y3#aI+-s| zaLp)@;(3~sC(Wa-JqZ@Yw0@tnC-J7U{dJTP{U?!Q56x$=V0NC~;knHUHp|Yce2WY_ z^N#Lld@jZY*^z#-nB56m2a_rJ$nS7}XMC#V=(T>5J!dO?YCxlj0$0l5b1BEl!|-tZKg9+e@$L*7qz=s4>~oy?_^5WO-6Af%!$yU1XNt&j4PEmbcnaJ8<^JqI8Lp+g-@1{_=V8!mqDeQX6~*vm znoV8DV` z)|nz&&oLI9NXul+NyYCnbkCE|CVcZ$QSn3Q-pY%!7qW+5?{)3J?3?uk&tqG%C$FIA zBKlTii;s*8sYgDNZin#Pw^-l}3?B`@2C!YlPNPV+OKdp^=AAL|FV}xh>NAZLN8noC zs2{AaT^RKjob!%*CaF8Zu0Km&hUaUBKp8&+G4hee^7CuA*1_N)Gr z*XK|%W+a^cc5h#rOs7>>*JZcD@2r(PW-YL+C*BNn?VqgBnC^c;Zvot1XY#NB zqHr?iKT49VuCL**i&#C+LB_DnrKEijO8aWNGK;^?#+?cP+Mn(Eu)?)sN`D-fLar+y|0n*WhE|>dosPrnwOkbbh1qW~F7>AMsg87Ig^O71 zQg=;fq2qbp>!j;Nu6cYu6?*?&?6^+pg`@9fL`IMr54!75LqbA2fouGPlR zcsg0@$y)k5NmKptIuhQ(hL7;C%eB_h+~!B0t{`3Jisw0hAm$v!wtL*YhNXv)x-%=R zgj?z-W!J$GET6p$;nD$my%2iIwRX7Qi}cjlcjLogoc!!fea_782onDe$Ld)0Ki;0o z0gK(69c-B~uG8DwqQQGGt*4#Uu1kfv6Im^p#VeD$o;wyoXp8Y@6zkJA$$|uCX|oT%C`>vM|d&kMY^%`Mp-F@Y2K0RrVvv@%pN* z%~T{=jIX1__IqfZoov}jb(_1I^NrZ}ZF-jwmDg#l8V!DSG~de>vQ2j6S0_z&lhlCB zbGR{-oHNOP3@>?`eM->cT{3ir+v7Z|LP6vjtGBiK*v{rV-TN-AW@G*%q#uMMsob6% zUvGWy|wY(_dIMXgIA@sR1Akl;ds6?Wyff8y={lac9JB2^}e_=KopQ46LDX?CO5>NWS;=RJoilvjZvgMpB($K z%xAClk@#SJ|9}3~dkS@oj-}oyP{+`E-)DK_kx`XiLbe{I57Lqx88O*+7 z%hXlqN2-bXPUf3Qc%E8))#>$zIo9Rye3%UV;FcBXSMi3TMwQ#x<#Qfa&Y09&FWnqJ zU%%PORFdCqBV#paT&}OYRmeMn)BI#d!pGRNjl^r+`vRT5rpa^I*%C*O@Vl++8N*a`;k0hxPOnkYA$a(K~GsJ{Gk8e;-43huB*1s!1L6Q{*i}= z*|(E>h`IV-Y*o};AQefzrePP?KMVWVXdVndfxg?@#&?7%~lW28j~Cz~E}}r6&3QNA_!sKv}n$+{zbV%iWlj z*nhEj@`y3`GWez@T5EoA5q@Qja|7e`F?zlTcjh|wEV;ASYrL5LCEw}j=qG-vxxWEs zJ}aiI)muHIVcx4`XWtZ~!AB(gNN?A&X(d+LM(3>Ss3q1fCu!F8RE6E01*6CPJoX0H zWq0-sJbDzKRN*s;y!mEZQpC8GcXokY*7m@vhydK zE4N~Sweb6k$6n^HDl`~rbj+UksOrY-F&lQbV$2OJ-S2GHpct^7vYgY{a@eOawL!u+KL zd!D72RA$-W+N`p?6HBYo_I0C4S4ba>ZJ9k^0r~1sNnWrwj2{oft}_q4-~BJ~%^_F1%`zc^r$T z(&0V$pMBT=gY|NnRwe&sFnkeDN|W|DeP+%609xm%;uIQQ%%3(oyUb5^EoIkoY4Niy zjPEC1UAR9?`d$3;5k6cO{@A&RHdTGQW&BfSmuDG0av(M%g+9sc6@_B7`O;&(BMc#LK#%j_ZM&`Lj zm*wJlWj1>mSGVXjyCfz+s4@Nb6+L#-)>#{r+R3S7w~S}jC2QVA)#W$0 zVovJ4zugiR1)KeXC;4;^>7Ir29=-pjy;NYTVb(p! z9q)==z4dss_J%@Y8+$#%Vh89aJ6b03)nR_$B^LdP3AeicZML7GwXM8l6-_6It-~;_ z3TCu$bO8U{&cCk0#7%6rh$UMLwS;eU;BCHaoyS=YF4qpPxp z63NgXKHsS^i$>h(}Fo}Q9WjV^(uX5huGgF%hQKx^gqI1UC3FNEr-JSLvg5) zyZ+1lJ^-RO=;sNM@ODhui1YVArV0BDaorU>w3c@7H2!3#S9LM%T%3KK_x#24|9hj@ zh!>BB@nY7$O+VRBSQ>Y0`o9?4H*x>6SN`t!RD`fBMOt590DZe&-$6Ht{LX_p?*;UK-Za%ju$a zsuT_;??h3220I^(ZP|%`22V=;fG_xJIr9ExM)NPEvj#ks)&6D6maZsmJowY>ENgQg z5vgX109jF<{ZPg5C+l@nAt$?!{=w2bNq!ebB_P$4Y?(KAfzm|~JOs3zDm~1&duJ(rj}5o1{ucnK$9x43haKus>ZY zV8f?S-CqPrM!xl;$;Z5R3A5#1E+<{8=O+L9;UrHc z&k5v99fzywa0CAuL;JFrmh5C5#FBj+{gs!Gf@-IHSo?h8|e>UAt;SXE<&bXNGyN7G>D|3yVj#YCcIf$R7 zMY5!KH9I&He-^mnZ44=e$^VKq&)~z!uv{nNzKaL*o$Dqpe8}5U1u0Lq-qKoGS~j9z z@--)m(qwk6YIfBhBFQ+q2zIG0Q;9zLHhc(;XOVH58NknaOdirRaAz$a&6}6AX`S^@ zFTt@tEB->etk>D*uix~UjK)1N>tU8I=K5k{(Jg*n=Znepn%UH3{I3hMRK?2L+GMav zF6Or#Z-K3?NSlfuN0Fy5D|B}C8O{&IfMlWAjK>eLy@1Ji@4M01ley)A?2&4OsqkGHf15j3iDmm>c@uH8CV#5Lj(cc)2^r6#RkBc> z0FmnN#bWmHiFbRl1h_UUK&ao_Hs=<$2y>_HOFa`*`*^?>HYq9n2>G@qfM#ZHM;^*cTRw z{wCq|aJ~)ONAQA^TydSd7UAvP+IfR@TGD+KhL`raITq#(>|m&VNt=>`FC8NOr9S8%I@=%#f|YWPW_sjA(A?cJz4xF7_Q;(6SbR~f%mgj-e+xR<$rnV z{$juYz1&8c8`*z8oMXF>jkv$j_yK47i%kDIeukD`pwn@B&I~*2;A{Ff8cP1*~D*y$aXf$ey6ip_AVOs!J-|ku@CEB$5Z;dGVAp7y|9P)zLUn6>am{B zkMr~7@ku7RJWW3W_Oo2E(Wo+$Jco#V-(l6ia4k!UjG3eHWd?8l6e_7ou!^n|^?VSH zZ6Nb#t;{A@)(zjxkKSO_+qAfurLxPg6vVz~w`4ub^O84xx&_DbM)O>8^HUz1DtOsb zxRLMAh0HLm9OLiox1FoyYjJy|J36vU*0;?t7Ut>Z%i5~u&e^o9U!nNLhwfbMa#zwl5B&sgD2Wp{w+HD61zccQL-y2d3qC?7K8RhE~}p zo#!FRCYEOim*LFcj&5PYA?)p@c9Eu57VoMdMWfj_7oJc;tP0*=bFb`=;$J7|E1E(ICyNBf- z)5hEEunFdkwUi8yulOs~H+~{#XMDO9Yw3)0Y%P zlHt5|uAd{ZusB{^fnkm4SQ#p1u{8NavqxwFTYl;8BWbi0(~@teE_4%FdeT3#t|5Ih z(X1soJF#K%jyGnDL+N=58|T~L&$OtGY2`3(C);0V{@DOaj${Ab=6{v+{s7FjW81l6 z^xt~<9uu=$JA2mNgYp$3z~F*Wd9ZedLU}rwN?^%}`p?YsQT7-nj*Vv1rsm1FxvnI> zj3Czo&b5c@43RAvgN`HPd3yK^|FT!E1+3e$;4F7ebLT8Pm;;OC0KS^O6Zz;2qwC#f z3fWmv2j4!R!;!wv<}LDTY)PAj zx#W@_h-Jxjy$|NjE?~@2I5UPU!?gGwOfx2@s@J*L-5pm-Vt1-nCXd7a981-otUsN^ zqS>ea6`Kqv!)i#ccAVh%^6B(w%^7HGO{or=nR(qC^=&B9c->$PfuB zRHRT5DbcT_L?k6i8kNw13=O6RX%aG(l+qv+N)s}qkmvvT-v4u-d++<6cb~P_`mXO< z`@HAuy*AWS>-%r757y=wQFaqqxq53%zv}uLC;MMR>x1bz(I@XftrfIqLpoI&ySkou zoPM>*n1U(&=v)XwxjtGXisrhq-iqlvowGlG>=Zq%Y2F#;EoIl5q-L-B+%f3M2jAjJ z=A+j$uCB)TK~T#&`8Qm<{tpJD#NZGdABaH@(`qf24}r@8JU$o#_sbgPNw`HW>Ze@= z-pTGG`9?XP{HC%}3s#S1ZAG%KrQy5Aw)pR6(Vjh{s>!6=^_6wTQ{=Tg;qT2;z38;q zx1#&l-U?Hi@J43TeS{CGOZ~U;Fd4qLGgAfT2gn@C>gW8NNtdcV`AHT%ohBdhU*?nL z`PjRd@`5Y0ZRAdaRSmH^2>zKjvyJpaSYFP^6;>ZAGu(>Do$x5@;GZ_$T_`_P!267y znNKri|FRhroTDj^n3577mRSp^^M?Mlr>-RML0H- z?yo^%3iSVS{?|~t08V@P_a8i4h#eOje+#iBS)>nEWUcKj^#4}`E#mhZ_~tsJ*{d>f zR$z9NDcAY5h`8DA>@Vqe60Z&x4Q-sAS$2bYJ^L3uFQ5GnM>0p{V@%DCx`SA^m0u4q zhGgw*a~f`-@p1Th3JhP=vNjnjc`6m0Q}w(QTZ_W4f;PF5oq^>y%Uz4;K8}@b*ti{* z^;nfzqqoqlE8G90dG0fp!LzJT_*NXGX5cN*&fSh8F#e6bsV|)8JJ-VF8%&-+k6PG~ zdu(}{H4C!&F0zb&K6T^_y403`%R#4<){DhPo;Ov*)r+;8O{cR-yxfTSHpJTSK=z7U zW1MIXy^i$CK6Tgg)jy6OPF_vpX?>B@*_gDE72!sI8vg8EX0euqWl_wzAAc?)<#W2P zfx-q}Nk#N8>C&0BKjqNIn34O~4`JyGEKQbvSwv*5)b+G}f`2mi;zc=sKYpmonyhhe zj0f3aaV&<6q3iEBmEAzTfWu5}|HSrtcyt36-A3zA=+fL7uhQs0_K%TyR~QM#6ue43 zm(=IHjc!AG%eITF^Z4{*xpFgI0Jst%5J=JP{onES;?$WzynR}u2Z%d11lIfQ-J;#y~Yp3b7oWw?!$Mzs5dUbzol zQe>Q>#WdbL8gJi%+z43wg2#E%Tnww;F31l+HTVj|H`PekrS_@nrVT&OS8r#8>%(2x>*oJd0>1iccqRJzaAL zf3LiL5q@QUah?&pfnisWbv4$1N?v0uxnJhphxz}~?p2xKEv;^c%Pa`DfnwH7FJwy< zQNED<3)uZ5Ju<5}t99Cmy^C=EYdpSFvIs|9>X4{p8H7 zf89$??hY?^)`6s^7V*#U-vRAO&^b#lcR=zBh@6B^leD_kyJ0fK1Qw?f^`J3NU0U+ZjpSs+T%o7TGD;1z)E-Nns!h(y==ha5&5p9?8VL^cKl3$D710Cf z))^z_I6kFd1WH|oU2Hj0?zobtvIFR6xR9B_CGqlPo_$H1`uzS9o^{mf9I>4Fd8xGD zu^@N1$B>#dy^(*uf%p@w&0YN#vVU9NXzpm96Fx)EL>8yo>PdQ9OqXu@_(Qha0E5f$ z@DO}^RKCm|%MXm&Eo7_gLw>HP>dEdr7azt$snY!-jy(yTtdVYl;CZyw_(Ji}+vht^|C&)?~+ z^RVn-5w=Ng*(j3!(p&EKPjSva*nT`O4Q6$!F75}TtF*sPKTGJ_0l#xk_$^v>k#kpw z&LssI<8Hjk?7M^H`VQ>4-uUt#lv;b;NX(bz$q5D44};0-0>mb{!;0gzRPdg5N<}+=h**1lmEY*3tS% zF;~LtZ~VUpHbZgYB=1wF_+mV5D`GQOwL6deh^=|X{)aK^cm5gRvnL^zoelDY^ijB^ zR`yKi)z|xhu+OeBFNx7yldLA~Tpn2it6^-YD$Y`$?QxN}T<`ZoC~JTI^f#3^zGBDC z(AmwdgQ1f7nZJ^I2@dS%SRoQWq5V+&f0Nb+`g}5*vm?(aHdN=)wLVSkkK(I!FsY&E z`{m4Y__MhFS{ci0$S?Cqz264^6yyfPSf*mFxUeB z@mO^TPo5_OzRAi@Sab=UGp8dJ&1UfTI=H_o>!hwkM-g+i&;DfR5_z<;82br&H_CHs zWryd;y;$t^b>=hr&D?>Oe0HWBQGtE=_IsLmPVMV+eKL%P^Smb&C0@ew=dt-lzp1TS z-YAtyN{`5M*Wl>QxOg~8HRzc7A!o~;*?~6IH(ua{bI3nak3D6aAut$3lLzRNDun~- z`zl+`$F5SY4r=mpeZKpOC$aK?vN~M^7jvb`+ zp^!~2!tr>Md~=>L?kdqS3BOVsb^~UQ)8u`MB0;$t5^(4BbKJa=YM=SX!bFI$B^l&K^`98*(+!uMp7}CSF+@JiEXM^YQ zL23@aXhgk5B&Swp4@ZWRoLa0|iT@+}a{qq}wv@-ze5*}`z@_kP=4dsskoDNrMDJ2D z@tyyTV3s`_Yh(Ii{_RHp?=dJJk-LJ2kyF?isSUdi=lb#0D|#-gT{ELkcKmJN{{XyP1&bOq zf588%MD_wKYaxoO>g@+y%zcA@;9rAhcZmM1&iYu4j)7Blhg)%5*H zeE*Ic6UnSYugNm)MtrIV%hW9`%Cj@Y#TBG{h()`#$?DxDFl;SmPk?%VR}Nf%@6%-JRmGJn3t_>(5{Ji=yo1mpj*u z#MTe=EXw9wua?4yu{@GBqu0)*@+Ca)%Sok%-%>UnKcOCTe-DsB>Pi@lN>;I3BKPkX%h4Zpn zs-Gj7g+Jb?lbVPtjU?|tAQjKM@$+UD&-Z(roRO!&`^glec=Kb}+(VPQ{7*g4!p6-a z^2P16=_{(AqGNVIx{loY@G^5h#`5QlcDpB)|1(LIgb=0w?8(NXUPKNLKD2o zPWSD!ds*wTqG1DlpLfm^n0PB(vr_GR+BD~b)FnBa2P>2KAFEf(+V2-+pMltzIa>Ab zpfH{`htx>1lKoPf`}TGNeX_=*5i}noe$B%k<572fJ01_}K`%QDj5ZPt z!I#XSTju;-uwS5UeSB)g!!6+QfibQJ+Y4jfLG(EePpi>9qiH`Ht|ILOqs_^9Glt%& z5%U%K*@rCOvW_OTA&w6qJM&1#^7pA;RcGxXvOp_#EG!sh?~^4mpSw06J;&7ag+aSoU4XeC_A>@+jK>$m(`-R_Yx5AcNPZ`5)fjr-$41 z_c2Z%i9^*yb4!frL{6TdwQ?#kk$8M<{mxu#;*C|@DMDi36m3HG9A9v_~m!~|G>iQ z=~z-uN`;DYvU*3H?q;+OYqN{hclzE&ZsKE{zx{jzC@ni2#9N<>ox7cR6AQCqe3@8$ zL=;Wa_7<&|xI#G{cI_}T->Dzg;}On1MZQ`@tG`%38-m$WCo2JZLm}0{YIs)-jt@KM zIr+DVJX(UKm(ukDmVM{k0p4c^w>-OgO@wCd*kz(IRVv1?ZX0WB7F>Uq<-=cLb*;!) zhil)9ggo!$I3mf|yo$?GSSM^_L`-liAN7GcW86<}K>0u-Or-svTk^ee-OJK$_NTphL zYPe>VPkTN-TK*Uy4`r2j?vR`;Yj)tR+WLGCF0-&EXZ{13wlu5jC+i-Iv2d}BFwMx4 zyKQr1k>%Q7C*P!wRVt{a;^xn=93{(tOHvnhrh@OO^2B0MSP{y(+n-%F?{-btLi^m) zyHXT2z{?`=O~yYIQ*P(2#a?9>)e~i=)HHn&_ZISB2dpa#{X1Y-86wT)%&&Ru4p#4T ztgc>Hh|28rc9|oYr`rr-d!c_IwoY?as(@!lhGc}^@=xZu9}DBEVlB@ThUsmZv#N@| z0g%sr1oLotA)oKlrY5~B%Yqka*Wc0bE4zzbLa&oyo1HLHb*nw*Y@z+%VkEo3w8tdJY+xdza^R-(%(1a9t`w-;|f`;)(39bS7K6^4p>0&c^ck zynZ(SUnAC&@uAi&NEr{4dTc$xyZ>O8oj5n>H_xn7G3;0G_wh<`jLq&q=kwGA5i`~K zU&#K4!TJnZ|4vdD+GKUig`(pambDZq%bk%mg)ML>&oLH@y@@2HLi7dBnC{#$&UszS z*F?!w%(_{imyUxFb*RtX|GcQsRpd{~R z@1_Ov$%S^Up@pA)PS7Y0supR7^ z2J*>F=VhKtYKeVXkOlM1eyR~+52WLPnz)xaB~3-bYdqD&>&`SDO@~kMU^nK^*P`Hs#ruFs(fvHN%bm;^Su? zS|*qLNw;8{nOWKQtAy;{3}(|wJDE3shF4>LTg$hN**j0JD{HJ-PIi!Zf!`n0?pgh{ zq5F7NJfUR~nJ6>8cVl^{g8cuR+>pA1!$r_p^1xxZH<_f=<=Ns@aarIpQnK$&b_}dX zhZ1sLAAG3H?mU~E1BorzxP$F);NJ$CK84q3)Bkw>$;#}HVcH2kH9>E$@fM+oXL4 zot~t0_HE`NTr7*dfBS8NndQZHX1q<1b?1ubxdmrVm8sv7=Nj|QT>0j4nV>ctQki=` z8=CWZRsKBAHOvV-b1hCi?~3eS47pREKSLsw;a2d*3hcd;4(-{TC)%s&*Bu|<#GMH^ z^cO_)JneC~jmMcQwY`#8t~Y9DZ{0HVyj9;zVP9J>kJ8{;2v*1D7rg%lPqGeiIks#P zy$5(T!1c_t#)gMv{L|rkCqESDr_-U=Oe{^2dxpCrsxK1uXtkG=`B=3bW~o)U%xHQm zey)-~52QGo16J{%2NimgS1mIitsou*vs^?c%SnzV|^Oc+O>C_Or{{ z;oHbOUiQC(b%zy1d1`!qPLowMT!aISoP9U;z2)fR`Z-M`OyGkdt~^KaS$3As8uY!! z(cE#rgVdL_I0dtAC-FuyxGVPRoM}?-KXtfzUqLr&yt@jq%}BHOs3AP^c#%OC+T@A)K`18 zKjxLfpv+}SjkJtDn{eze+4d?7o8-)_Td#tXd73vyuG@u|P08xTTm8LnBsLD_+3f9i znhcRyRc%Cnt`lG6lNM~w-RIQCI?Jeg8>Szwr-`hbNKzNM{v#vOt@xd5!XIe?1J z_HXdq%SPO3eBK20Qv8or@TGT9C0u{&~T9x071} zCl95=1(Ipp73x7soTIOTqI(R)+E@Ja~eLsK)S-mhBRs{NAVEtaQwJo8!b~53ky?dc63bNAFY$8BWKZ z+N9#-%7XlGH_cPK`9kAS7f941CC_$mX8${U@Qhe`3@+v2bq>62os_ zfAFdkc~fwBh#qbiiCI-VfrY2>)km^^s$(oBX)}+E!1xaA&ec#07!TCW_@SY!HcqSEn1#ubWU~Nt@3#8;yl0)c{;Y5 z#2GN^ssF6*+aXKmj(7Ii+(vpu{%j$Kq{?^h7rdL?Q?)LZxNdvNY4%@ulsJ)m5pslOO^24k$S~wHXK@W;a`|t z6=3%wKdpmOTW9APd`mH(r{CEv{Vh1{69KE(kevd{iPskRayAyHvh)O_N9gEOG2Qj-*>S;_rDjypuA{U$o@KxR)XYTq2(Q;O#X$w&W+fY*3#81zTU5jW7~Nci{S z`K+@!6ta_D8|3-QRLm`o1!rmV82P(t@HtH~H|T0{+DOLwpdfcofai()e<2-G9cZ=p z<@KN4vif+HIRpn|Q+6ZGemy5UYdVe%;MY;wq&iJ@58ubGdyNXOLjN*Myj5;^1Ku^X z&AsHRESo9MJVb-+^!20vsbrZtrHS>2*g1+%KEdbg9-eg>weWv0>*wn8M4ZfBkcpgiYsyEAIB<{Y5^hLBc`$e-X;-pp}Zr*>PYx8>{eILw4OM59g^&=A0ca znoc46ctul=DvO4RQWqbG{*Yk2rlag|l`FZkpaNNtD9 z^n$UWnX%=6bli%g|MEmT=Vk8cKK`0U$L%~cAMdW9fb2X|kE^V=kK6G11ya-g15k^LUh&S32(`enx6416! zYn180Z+UihH=m{sSa!qy9xl&{fV=eC6YA;x5!_B3*2U0|XjBHL=iyo^BG16leqt15mok5A;W%Fap6x72SwlYe(%V&?sB$ALr1&6D}VwVfkAzJ=%=SpFr3&&K+a zGTb`_*F(2qMGfaaFV?Q6e`Q`gmxmfUH}zE(YxOPG{U8^YlZT#%<9*t`Pv4Cgavm)H zqE%DldKqI_3rt-Nk4IcnUcs72WxgJGay$uJM06QQ6=z3A_m^Pzj{X|x`815^1gkfB za5ImjLd87Rt>J@Qhpge3KgfTE+;<@O;WuruEkay)Al-lD^Ho}7(&n{n|KEYF&N z|L9Sj)(vR=o%61wN7k2Z=fR>peyl!jp!q4zIb6FA{4&Dmc%j^PnhbKS7SFmu$cnX{ zbb8UKHH4mrYgwIUci`ElIA0g;L+EfWZj|x&OUQhThxf4lC~?`IX4wa1h-2CJaheRA z6%*rRgR|wOwR$U$$A^mGe9!(;Y(I_@KN=k?vf)NZe1r{oDxUS|so1j(enaJiOKJbS zqrXD@6wJs9z4xG-=Px_;btBGwDvGanMKBizi{P7i=r@s7Nnd5)Uy7c0V$DK1eGNRj zLGHln3Ka~R83>a{0pTJY1QY`uqv-p9MlxGy1# zkI`-`87I1iYX-s05UGe?_lmq!og7a>DiVGo=S|e|BIw=dfA-LxW4!szSsVEAI_Pxg zl`UABmFeGM^&q(1C)>4T+s!N*i_di-&;`PmIp=HaTL{}*^?x#rnvl`P=aXnw1AFc# zsj=R(NA1ztXD_cKVR|-uTd*Y+2=4IrB(Zpbta1^SrMB1EqU||)&69z?lK}>b!*6*e zJFKSe+79g82-BC@b|a>gl0Dva))hXgU&lY2#rl=rMxux zHXFeu6_WQj?OPDZSOzfZz6_bF4K zu(oqgh2#|^uH=cspzu3pw38>YZ^J9(yhi$B7)^y_N!;lpqg;&72g~VIVZMZf>;}0- zg!RyOb?jZq*Ih+ONtv*x9J3hHe#DC^&>G{c#~htQ!jsyUg3;F)RFV#7ko+VRzLAmI zyH;4kb9ZBAW@N9TRc7=5j)DJR&nyu(oi^Dm{&`0iICEpc6>@Fa=`v`%CnhKH@gP1s zSZqF~b)HLRR8QTV?8KQTQ~Mb^{>H95@%0MPm|0e-U!FTjg?Mh1>!@lFt4*J*Qp@_m z9r_<7`u=2pKb)&>|yh2)EW$T|ei z57lSxaa;+dU-{{ASKk+CI}yU|;lBpQPlZSkS5-IB@_dD1h>~+*+mi=Y!sKhmTZ+hvv^-0ztQyX4x)b?& zz5c4v<$XS1<6Z6%oj6;QG`og4~2Z`F4c`rOf1dU&pqTZYgw zPd0uPbN@g(&!#uy`PpJ^tlmfHXQG@pp606xzT2#4&k&v-r?)M#^vy8N%!yW*P>YYg z7Lm7jw}gKGlkeJM@WXW6K%24&CwlOnr1D01mtQ_Utdi*JO_UfQnX<9pz=gJmn6zm324h@7KfZ~@}GRU5*K9axxI?z6;y)=Z=l=`J>=UTyC0 zG{l3YPuM?5ry8*D3aRHr`9RjMphFM#CmQO=X19yD z<3(9kTW)4u>Tqp@R-QoBA$tJHy~)^U9BQiPnIiEt))k{iTTzqeo0seNNAcJ~d|Vtik1(TCNkXc>-M&&e^4`JrB-?@hq*f4)I)l{;sdg>%WPW zA7R92j?IAMIsCngSNeO`nnp{o_*|?$lttOau#VnZYro1T*W>?(#+4>yy+XHTB%Q*_ z`OqCH0++)7VZ0ekv+JC5CbVDIzJ%kK@%n1n;abRr6(i-E!hW9AIx|V0rT(J?`5~3&v^R-@>5rKf2d}!#Z={LDQ+Idn0N7{jtKtDS;?lKIP(wj z`Hm4V=wxT92`t&nU$5XzQ|wG-xm6gHy(Y5~Yqtn|77H#D!^QdeezJ=~X^OM&qS>FW z+&1&YtMIHsMtlCg3`;hM!raBbQj|W6YpHI2Ccbu{^Au;M&gl*ME{R9K`u{wOJ{O5M z;Aay&IFp7i!sb9nza{wyvGOzfzQ>B$81gxvtYzh!7?>K{*^z!Te1_>`4s?}Mayg^Pojie_X z>js}fupR! zlyf`tW20J0mBM@)gaekZ>2@Kc{_mQkuwjdG_)g zng8KrVJz6Fx4L>83DeW@BTv+_JKufudk+gd4iuvt8Ceh_uD`yA`~gtUu6wDxw!>B8 z_hN1Wt=^{dN`5|2>o)i^hd&A%jW!fu{t=zJy6$_A?t4V#BP`wzllD0?ReDpOp_gpc zpTDz1`W(K=x||_=H;8VjCfv^zPbvql^ZDU=O+As4Jb9r^AFq#v%ufYYPheB_genTj z_n}r7my>IL7b%TsvRl3jim4&+0xME4dlo;;!G_$)Os%=ya$XDEnujm-Nc!3*sU3cv zGqyr=1C0lIH&q6EnD_n@m4oOvgVzW1R-OfX!vD{*>s(lTF9Oz!l>f2!EcUFz>#F#k zYsV8=(M2|?$KD_H`=Ka0g04liug2G@p}z)xw?eJ7oEYY$V&yEhua%XT;YFUUyoux8 z_^dIz_NVu3=Y2@4HW*Zj$Mda!6z|U9iP_?M8+&&0^eTOvOS8rh?IS`Cfl+Zb+^^Sv zjeQr>w;%5w%RiUFzqI~dhGw2KUIU}!ocSM5eurZi^X=FN@2y<;nWA%d^T`#mUJeKPfj{ils-;afqB#M2p;2`hfP) zu8Q^x=vBuV+;1DaN4e?heYyWu;?cfWf#2Evj0-+BG{4Z<`sPQk{B4y z+EhNhp9iiL-`Vx=d%Yiuo!hl(1d|%#xf?xx(eqwB%?{i{V3$fcAIX(%{9GhoJV3`^ z@U0uv4#C-FGD_x!rP5tzQXa&+;-cXUvU5H3pk5}3iC6Sp56b3AX2 zfI?PN94dAeir{O=&At`4`JKe>4*YWfH2#Il!7R+Is$BEjz!(3&i`it?9e;Y=4Wr%? z6D3%@hhEL-*;oAZ5(U|-^f`ZX7wJgjQ7^Gv3&&DzV7a)+we{P$vRRxgCa*81>}K`1 zxDnRnuG;J3>kr<_+U=>ng&YK>?4&r0wf|w;XWpOBhJoH?Puij|Og2fC%;DM`2&oX(seAV-TsrbeHyVvIDpzp)ZYYhz>ZdU! zIpQ}w9>V9>$PT|jYNN=jhmDJHFwg5&VbD#+;yE(K8~W)(uZBEQ3ky^0{Bjz1=j+Uh z8|_MG7s=V%;Xhs(f`tR{J5R+k_q9Ho-(*uOh>Rvb(O4FXuhMrPS>kydEDo=HgUd?r zxhy(WY-AtrLhwJ6CQJCe0lA+Un`+8HsjZbU{BEf2XWY#UiOgIZ%p;TevI1@&4v_<~ z;$_-A#@?@Z_!|uQ7uJ9AYIdr6nZ$ePoJ{&QJ@Wl&DWBFNA>8Rg^(WYu1HEv_CCHvKBVuV(ES5{s%bOT-^`k7 z4#BJVa09IpCs*>=*|?JxY>VWMLTDI+jBcSiE;;S$mp@cA+rFN0dHsAgj7 zrT#Av8`%vx_q^}N=QO({{ZomYQ_XMNo5g27K0#9C32_^LSl zkZ)?pWUuhrReY3{n}^Fohho{$JX}xwOl4zFnAE|mm+6-I@qKtEwR!SP^>N;4N7k)$ zy9gI<5?AB={l;el#ncL~w&7(RKKOvo&-A`CbW?R?vU7fbW*uift95qHsgH}lV)BbL zI2HzB^U-qp!z??VPw)5nMhwf7%)0cs+|m1t+OJ^8sj|~I-o3`-5Af!R*m1TPxD|HG z+5fxNsm0ii#20yGe-WM;^JVd;FT9SVLl@^J8+>St&0XgWF#K4{r^R}9X3zK2b|j_- z!9r2<352H^B~rEJX~<>$#J99P1~0B>Pj7#pgGW_5XMOl=5n95rd9rm@=I+4$T)D4; zz(FiHyugzi#YtZ}T!Je{v+a2ntkBzX+2t$T%bLPGG08rBbuqW0UI*&29BZGYb#|2b z(wWsTZ7vP-#Nq-htHhV7c=jqBKBLz|Sok-a4#knw4Qm4FA>#B8?Ndd%qP{yg zXSmR(&B(b51H+%QWva~MxE*fK!RZ|Rd;{x&e9)GR)NB3+|0Wh>mI^dngl(_EuC~0K zdP3RDCDs1ll5bl>ZMm#?Cx(B9UyGr%f@c>PX}*@J9x!TjqE$^s}RYsaoC;G6QJ42o`z5 z@&^g$(CQ|re8PvRw4NQ7-xWJoK>eKy=gZiUy?egI+(kG(9#+{KEY&G`v8x6NLt+0gEk^6- za+?-doN=a z>K1;(y4CzQj!hpz?h%~aB8ODw%cA5o^ZpLkD(h(3LgwrP`}bw-Q@yL?*v+D7p9srd zgP9rK3I`X^wwWmGipg!*ku~|X`J}$y8__tkou}Y%c2~VxZ@-XoGaej?1r>Z&(=|-? zf_Yn>D#MC4yw(!3$LM_#)b51kQF2-;kED)uR?K`z+ZScPXXVi5Y+(U=Vf4Ts! zRUG|9?7T(F0-rU))Lk?liG#VuX^+LdSoDvUW$^zZUiuxzNBHbQQPxBDsY;_NFu9o( zsb_twBfGRZnC8Xhq04A~CS8vbjUVFVByHD0>KvIM$n>MZ4|KUwUdk+#ouVV(m%nhl z9S?jYFVAJkVa`acwCh=(>PU5E%Q-Z@|!sJ15}2>D^&_J zJMIs>KEk=9VU;oUZLNyZ@^SBa%V)K;&2Hvzi_OZIcbgb`MZA3?+9pC~H8yp{)l@s` zz=E<`@6^jgqvD-#8qCgB{MQw~dXasH{4%28T4<*pKca2c87~vhrDd>se4q8wPwF|6 zj`4RNo(*)~FK|dbo~#4ELk{>IgI8g2W;ng!r=-t&J99VGC&*MELhKvdDUb7G#O6vd z6%;;pMR6?jGHWtB3ETv!i(y&^-WL{FnAJk9=}}#)YL4#0`3LZ!r1;AYLDxEVmq_RV zi`THYI~_Csv=AOFg>FgSoXwxR<&F|EOvcasX;eYJ$okAY5&qWeUGO?Wu7!9X!G%hC^z7airNbLou)pArDUaL<+2|70whuLo`Rm96-@y)nf-B{EW{#W?? zQd$-w=V46AT#76GrpoFFS8G?$c^B#B{j_A;r>yG5zQ0*BO3bFZ*k0NBA&CCvw;f%U z$cYX0*_6MRL$5#Xy+Z3A;^||ae44!{@q8=ZSfhP2xo8;6a#!|n%x+7+%y@4}LU!>@ zMU%_rn|(Nb9tr>8Y84DyC;~=!e=u}*xK`S$UG{Hm2*o*~tRcQ96BZ(25Js%y-#&bj zS*QoQ?piGOT`TLA#+%oT519+~6fO42HLtKNca5&W?3(mG29xu2b}}yCg+KLqpn@!( zI|K)_RQyjJfW*?B1$vqgSYTKq$PNqu(2%WbmI7P6ngvya7cR`O! zjKhOhe3HG0?vqJ#MRf!=&8O)YmNa$ku$%95KOyTcdKp=YxB}_H#|Idpszdmpg2;S; zM_Z6G0$;OQ4TDk}b}@YNl)D5u4{CoR3tHu+!T+JqHn8*_7IlL}q6 zjr@6zHIC)EGH)buKhZX|We4ErWUVfTR_bnM&i6rb&@7zEzR?Zv@Mt~UDNc&&F>?r( z$Tq#@%k0GQG8-DQC>8LU%Vy<_7XuuBMHYAn%W6U8_=5X-c^X^AC(UGsH$>bGyi{3V zugKAV8P89q+bw#VB_3<>=YMeS$c`ICL#kYyqfMTaz0QlB$my@gx`xb(RYA;~$un8CmP)tF3b3e!O`#E>(8T z@tdQaMZrnpvI%Bp|GGBET|)ld5YIl=mAu+pFwUpW<7gO+VC^MXbQ_&=WmyNq4ijIs{XHI^>ayT2 z)@1jltOClt>xQ%&is8@Uyc@phuDmAmL2pt6qDyGFRP0=@k0vzOj_>PW_BWJXcFv*nOAVQU zxO@ekw1jM)nQ!&kHT;?TGTH0wbMc-P(+Ba~5zcyvgwFEe9)FMWx1CYrG$#HD^U2ILJ`FFn~Al*((WjEeJ)$>m4z}x>UQY;Ess71 zj}!2$7Y&O-@&qH`=d`L1tu3N0RbVT^=RRXiZ?87UM5$m>Ry>wt!%eUn29vBUD1;IZbSW4;>*|R@g|1d z%YVI~-A2a9F4Cz%{v10}D`}4w|A?OrtZjqqLq%&7nX4!)vlG}c`t0nCte|Ry)7hWm zYPQVP`ehpBF8?OTKjyp^SXEQR{N&Xl2&{m~HkcQ4ycSm8?u-v`_DL;L-(|f_um^T8 zW7cLFES0M+#MS0Tmp|o~KSk3Foa+R$5`2-mUQ^|sM9ayn%nq#;Xw^>Cub0E_<>Sm_ zKUa^_pz;@1{6T6hGOpo^CvbN+dq41hIeAYMT$fc~?;*1BQr2egvY&nao1A(lyWSM1 zMPXBf-78_U5dwK;l$i{pAu*1Yze7E<{@P-Dhk|HoEwe9jg^=1V<*=-%{w9gF+H~B@ z?v=cH5)FIv{73Zf$G=lyKSCbKT9(c5I26a<=bwop`7oLDcJgxn>UsPa$0J#Dg^7OxnzsU=G3%pr~mBV11J9yuUl`m+u1_$#*Bv0W}U8@+jEtM7ifp2Rg zPg8z4fHeznZi03rNV}Dmuj%7<(l6HAc|JQtUjIe(E;3?%#DZ^K1*~=M)9n8kf1C5~ zIrx~$9(m3<*X#bg)s;u;vve5l4G;x)!0l>U6@mS)G+QXMPp5qi9=#bJCE%auL9g*h z7rkG@J9Fij)ZxhP!s}$+IlNO*6t;rwRA?W>mQ=c3L{d{)X8-HANKAB2l3%{S;a=q4 zK)VHSXu?P5>9ZTV?sWCgQQHA@N^OPgpFBao)qT>I_lN7PwY*f+)lChS{|T2#{P+xh zwBd!1pnALL&C0P!EUHnEtr}y-N*;Kc2G1G+^L={`A1ozrCHr$~3Cz87Zj=M$7mF#{)e?QTFnya2v@Jp3|ts=EJ?qz+;1IDh7xSXe-|IvMyzwe9B zda%yD-TV3C3o$!id=C+IbMSLF%f4jE5cogC>(j}~UDo!FPp8FZObcEPWKQA~xJ5rv__UzeuwGr?n7S(a)mAo~Y)WJrk zm9oY<8F;oVvR11-^ty_atd!d%=I@1Wp6{GOk4oN^)^G0qhG)5w&z>5`>Mc(Q^Zof8 z+)CVxrEe2*hSK6{TGxd{3;q8_`_yDP9=7+8k(qlR%A@}?a=Zz<%b|QJ98xu=3H-Ln zFxgo!cOLg)YjNjPW9uc*Ig2mP;ML3)$co&5T!A#8^;Eq1gH5Te^E!-c@$mw$f2Upc zGpdC%FNx>}^jQ_w_4p>&##?32H$?l_q_4w-AK~_{M40yC%|fk`Z7CDUb1S8GX*8TUN@%JFNSsI}qKx5Y#eXk1Cx2D0W|c(a_%Gf4hSCf-l`DL9gqwZrt<4qi3nnFr|d zkXBb0*SoqdK(3~wO(ge$I`}v%rH2LCsVsMmHy+~1M&4ReQsiL zZ8)^&>owSNKg~|!&Hur33iJo#Pjd2796OQ^kJ0xLY|I?YUan30YI`6(vqtj|Hg(3! zsj$pby2E(&Ytj#;-{bt8SxASvikQR4D=_C(ez=ylsf3XIK-=MMs?%ov$a`cz%jR51 zW;dg&MER@wPQ}FcG3fb%m^q9UXVUQ!{jX(B)-kOk{~QP}5cP*(W--@N)o7eb#g9Yp z5IO38St=FmGtWG8z|P^*SHw+odR;^IP7(IBUUCf!gN(obW zwTz=%^uC$iyCK#Vm$pNpILj`U7v5o0C2cdSq9VRO&bGs3s^!kvARBC9c_n(ZghMKk z4<%)yk!QNhdA@ka-RtQXKAlJFv*J&$uOlT@S4-epYI5&}$?H7*tE^Iy-0TqX9O<=X zg`>32zFS|5y6kSVSFESXTPN`{k9~LPbtH^akF2|Pe>i8D_qSrka$e8O%9`ZOkemC- z#VhdQ5PaxJepTqah*w|9N6UK{9(SYwunnZ#jw2k~5N>eO(2Vb*zU-%N&e* z$55@8-YpWK`nM@ffyM%dAK328}$w>j(7)1z0xY!KV7ldacw= zNmZEaJ97fAO~FFQi`wXJ;Km6=zR?PM#^{ zyJU6<$<=g6I@K_u%<`?EIm~lKbSzFa!N=5%NLB63uTLen)EygG;I-^ybfTDA^{)}1(hpm+5}O=fj|NTcuAd@}#8H9|fp8)kLV+49hCS39}- zSV39?Jg@HeHwdPFLL_B1>H?YZZ0*L0!&DCGfZxBtIdef)iR39zFXH&SJX?bmXOJ`! zT9NuSe$1z9>TujfpKj!>bgZ8Usjuf@JWyVq$$m!pw$^|~*^@kTG*cxzS5j^LrdmVW zg6orJ1=nX?oO>=TUdG5lq-S02K$2d-tonS^NUT+X;U{cu;*5KIo=Ps+zjhP6Z_wwD zP`r*OCK!*xix(ktyX&F7tbLJ`HS)l2G4hqzoJgb9_?Rlw<>3aMax6fdGRov*xo11W@5j(fBwmTg^r{&-N ze}ZZM(P1)QrY3NGxudNst`Sf;K+ErVHoG#VTFMpBsDM$m=~l(am%XVb@Y(aUtj5PR zc=ZStW{0p;2O2D{yYfgyyjOVKSm zv1Ogt3G6Jv_r+m3o#v;(dJ%+EgMAKWe8p?m%57h=?;gFq%IB#fHBF2R;?wK-`3+g_ zAR4vBo36&YmX2f%a1WMbEoDRb?lN{QGs=C1BTL0m8}?@>mdq&3+O9Untb=G%!T(ea zdzM=RR1hnP2MzEi-?tm#==mh( z`EW0c$vvEdNF58i(X6k;b6v2xkl(sAzZs78U^tzY#kJax4`z$<&Nz{~3jJYsAS=(| z>y@yYASW(x=CRJ`C|Z{D`=6|9E2hJ|&v@cQIbp91|B&9YM@9C%ndR7BG|l{*U0Oe& z*Q;1?q~o8GoU88ZSuszRzD5>#P}Fo1T^F!$J>GP3Me;o9&E=m#{!SAsKl^(IoEK_c zR}Lxb?AKX8RSwwSn3$^Zuj&06+Fb4I>^QOwFWb}m2~2xj-;LQ(TE=?AsGIM(N0Gfq z?2hA~PB@jSgn!Fo%OP71mrCJR6FD{YQGTb{_oBHk#g{KK&zDepQf65%nrE}|I}uUL(KF$`Tjt%u+RZZdz4HBPc#L67FP#2P{Jmqm4#NA> ztAp168AFa`!TX}PA#bK0z#I{E5nFb%|(DYP6c8uw#Ep3G;gNae5hyvx0<9;DUg&wpUvT$>wU{3Y(!)7NYo{SK#FWZFyU zx)wXL4yCdywS~Mi#Rzw^Sj^pp#`v3B@w-WWN(5c1byb;SG+%!sdh>lgwZr;g(MtVP zWa(REl{VHq;B}t*Y^K3X?MBE=FX$=PyAwrdA#Au-)@~>VZQ;Q@M=FFnwX`3F!SC^0 z6R%syb{S)b`i?b0-%nvgDkuHz8sJzMrOy0L+P0xVPiPIM*^{Cm_e3AoF0+J-(K^o{ zx;Zm*TJl_aqE<`!^cYf7OEveq{^7Z1th~wJBCz})9<27RK5Gv5n+lGV9M4G5o`y~N zuL7AriN;3ys7b~;JV-r>n$CMhFO{Kny6AaSZ0yr_CqB5=*>~`5o^fpUD&JsFf?`Y2 zkjlL?$PHJ=h?kuOnPG$YEd{5Abe;k8DSFMmJ=1A1R4im}%|7wJ04l|0*vyS=g)ybc zd{?BVs@%zR-OSD=GIC9=E`xSzdSml(w?(LFqs^IBJQFI%hRfEkyS|7**cZ;~< zyl}i|%$}5)y|++2WbSkJ{{96jsabXd+_EQL=7EnCDT&d^yz?0z>=OZH^z{Y|TJmRM zuZOW`quvf9@jd+>LD~znA1{KkR{by?^4WZzdIWcK zMVFo6ieTDMcs3V_MP-y*dG`}K{pUzK9zLGGm-2Gf&-Y+U>JBe(Y$2^XiT2&_zCo|0 zW$0QwSP_oND*ef5OuI_h_N@qi1U}Ve)c$N8EvNi}VXgGok@x@9Lu!eB4*xRjImr8& z`pTY>*`x9v^4IF=VF=a{B~$g=5vS72EcQ*+Hgh0K%Qabrc!+p!!>f;x9bRU4yzI?; zuRNHwXK(VuA2LA&n9et5Wp~z{EdE1oN^P#b&_98`-+Mh3_PJy8qLHPJ5hK;IQ_;OE ze6o+;D(4?SmnA&#wj;TNKH1+gTE30XsaJIlOU9D+3GFJvAbUvVnO5f5ohrvP^&R0I z@n4!Pw~B)YjE;Mty$HrxZ}*vu_dlQIX;W%-=BY}mOI6|3+%Mf>6nUJMc{*N#ZX2P} zTlBu_{VEJwBo^-_xsEm+cytY(eafcYc$#nIx%0D4EM;x;Q6lYqIQN!4Ph)%TbM%oD z-ekjZICKp=Q{iR~lx}q_t0=eAzLHV&ZcLmjYaOTcU(o!36_rKoy|}(h1ZGd{i8wq- z4{J!zI*)NaInVXwS90EaP|KXFauCTL4B18CC^iq{*XQBBo!mTwepN52*4u*JsjJ+Q z|MMi{bC_)~(#+)N%)uXoq1&+LNWWQEayhH+);?>%$HFc7HQ(>&iJwogW);R(fMjOr zloA!WRvLxvW9f7qX?3ybAKIL+m+U}TM62s*f2?1# z?5S{exu5LXI+x7Zt`?ruvXsxa%KE2!*NsLK^_2OrBVe7{z*&cuwRPFMq=^V0TOc7b zy0dDkCcbQfVV>!pK>Mr`U&W%Qd9Z<;n@Uhm!SXj)WhPc?bL}xoOfiOh$T!3E^e+n< z((Do(?Esm+Y^a0xV~lhS#r{?D>78(U0WvGRTgyki^_>j#9x0RfyC;@rr_2w1G64%; zq0KvDZkwa0LboB#EQ9qS^f*xl$@-Plqk78q#Xiy1j@&n8lF2N71~0Rl;!mP7m4qsJ zSAn#4BCHiHhrr+)ar>o6J;mSREK7#Sou^CSIur+fkPAw{@&{I|GNO$Xp{YSNLx!k? zX#-(&9?lhpX=Z$P!Q*dneK?-{D|WuevE^)hmS-;0%j^2=1GVaYFOU(s!?!LAvh(z4 zd2}WJ9*6aP{r*!BJ&p97dYY*)|FtYNk1eD0){0-t$xfd_Z8^T@j{Q46tq!}9qH-wS z90!Abw9g9v(~LPi`0sJpwPnk(?5yvTy70eDG_=Q!ef*jlDkY4OBQZCX$McM-3kJ?$ z=O(;Ot<^qStih^>A(9=Q3S(mCmu9BczhW@!kk;enGot2l+`3KsEA_fh&Ya9|n=s&Z zXt$#OZ8Yx+pUPrxt!u2zgUBq1_epGyt>@@v7p)etYZN)7X;R%ee-xnc3oDn4+B5vU zTZ?k|n~DzaVOW2?mw{_9z8tClLH<^hao4lFD2>~};40k9PPh-r%Dtg5QR}-|IGy(2 zY4eyKSHQKU)|=(6RG)j;`E#)U1ClOgd%iPlb7pFv)fDk%<&W$zk}8E4@!V26wHFbY z@w&%oof>ov`0ez9e0v)C)5UA<`^*uud--xTEAJD{{c*I6Y%@>R%HAxy3s}09w2dV1 z!jKJoSeMLKWX{{=jh^DNw3r``XQ}LRou73WljjWGN$uq~GgjWk)%}bir;3mE_?aEs zd$QvvS>i!5P9QmZ-kgoMXX$%2F5E_sb+YBdr2VC@d-y1|teTN9l%J~L{#-Hn7X+8M z@~+0-YHaydLi z1X|JZe0q!{FZugi$12jjHfu8PyC0tpc5YovZ$N6+O{C89F&IBu4q50*w5C|NjGU(I z&l80!So<_-sfL{Uz(2DqK1?l?%**~q6rV2cTe=>Y?A?R%bapN}n|*Vk-A*i|9^oXs zEYE+-cx(fYRMPt`bk9n`@!lOM^Z&>%v-m8}HNFu?ANtMn+Rd(OQmye5M+RwA6&rrT zti$-~33;R|&yA$v8T{1|^Ln`ke2mq79Q%u=Wq39FpO<4ts&hO?PLBd~?||r~-rY)W z_FK4x7SH)Din#}~GJBckncIal&fK|aG`m^mxkGMCh4VM`_?p=N6f&2}eeW2t_s9sH zeYS=@8Q*H-_$(~QiqJ=$-3ca3<%&ZfHD3SO>2s>+X$0x4p-C2M$BIsTa~}z{@L~g7 zkMn;ryzcPXLp+rEK&ef1HGDpT>)3$Ny0LSZ_k z27cD`wibOm=$XoPlZ?FI^TI2%oF)GaVOQ2t-cEz@tp1Z`l}TEGSC_gXejJlhC-x+A z4}<7R**^3CI+K^0M%h#QE)jYlUcBRHsP=1le2a(}A_L5ZKo`G{@Of&mXO-4Eyj&(r z4A*0Jw*JIu)+Wo>q4QQJhR+Cws z9rKQrx#F+F@^(dbrC#nPzTKkD(ehB%Td${C>QeR*QPqsYrLZdN1y{iR?1FK0JP zk=Yym|L0E~C4(oQ{tESKtgockrSQldgV%WNOiU|}^@nTogDiBuC@fK6brGIg#0MuC zEo#zoh)gn=7oOL1=A*aZ(f?t1E1zT?^jhq`QXi*!S4$stwSR~`Upjk#h=1#h`4Fhe zbJ>}G5ZzCep^hTIm$RS4;RZbZ4$Qt}_Y%KHW7`qXe^NyCrD=cdkU_8N*Iqu@myQI^@i+;INuRoW8hK_A2N@*2n$myW-LTEu_Em_-NCYm_e=nxjc2^18 zczGbLvwCC#B=(S!Y9UYJ(P*zb8%3(?r3;S~64_mhvlof?tV&81rL53A2G)zj$`WXG zrhA^rOrlR2p8ZU&Z6=;(VbNAnucl)odhB3RKUdXN;C?G_{Kvls$UQI9?sM95c;uha!> z34!dmnVl%N@zHa9mMS#aCuXWXYm1XZjTr0Ml{MY>%W)Tqr7|Q`fx$}5I09~O>2p~@ zmj8vMOR+EeYwYz|U0UQS_&mM5rne)oatS|ugk4{XuFO-*o-*AEa{9ZxSqtK0S)V7F ze;P4b%JU7dq&m!2@@Hq#vgT;Db}zHGAB21I&s5r z_L}^EH@56$*?YK=JGN)yX+NAv#m-^)FrMUmd~~KE5uZ?N~P=;`u&1Nts(g)DXA>F4%S!6gxTewKAp2Fsk1RT)zMSK=sBo7 zV$43dMuB%X-D3-`la( z^c*G{O5x#Jz2%y`I3{1H*G(d}E0$CgUk&j;J7qpCKi$Uz*U5&3*?trKTZ)z@xbZqP zcVYVfc&`S$rjmFGj0S0&y1HM(wJXb-X@3e{p2L6Lv8AH6k3ji*>`MLW#dvTrypD5S zQ&0QDS^c*E+1uhQ+2?pZ$w=9OA8)|2$3)wcEF3A9zfFUZw10;kW8tw_MBU7eGqp?X z=Gk-Zv-QV_>^NMP%nu+n4nxQDK~_N(b^Ia{-(b^KP@P7X3S=CQ4?D^H4B{>I+<;Y? zxtOQRm+SWr_Gj1gd}Hs7NvXTpMekV|J|C}A?fgBxUd)HXNGXR$Q}`woZ?gB{JdA#v zhRyVvowsYtQ~mg*n|LgtzU(fYC z&-eQo_kGU$ywABmCIMCKv z^R&8?N98^795N;kdI@LGfMwnUrmlHb5p~9kBBXE4COgH)yeZC|MKSk%wfXKZERwgh zyJ0X%JZl8$9@^NSgb%rnjlVXBR8}bdN|vKx_aK{e(Ni6*Ur48Z_*b5v{^xP&6h-wb~5cZ`gY(JKci^)##NB zKj&jh-h9r3PiidP$=65O-%z`GO8dT1_!OE};ca>1Q{8pXYL+h{o@8Ct_j zM@5UH$@L8;?sDu+*m@#uUgI5k%a?4=udv3k#)d_Z`WUZf^1s`CF5!r#7&F_oOJ*+* zV6oIC?#aps6o@QbC6y_tm@!Rm97Z7=;@VE-4GJdkd0 zIHnISrn+)D*kA3K4g9_@mNar+2fgl1jI^4)OiwzFrMR(%!qax-! z7SF1+M_F?}cwd3<-Dz|bTW*JJY9*JZXEOY?B;6u9y@C0&aHJ{@^waVN{JawzlO?qx zneWH7F0613w&wZY97o+E?i7K3W@(JlLe{r;#;lHb^#ycVz`Q6-+F{{ISUtGlKgmIo zS>Rb!`Im9}NzD6-9gn4RDxNOq<)8cB0(R@!ZYCM8gj3c5T}1OUVSAKTOJYwq@|{Db zOMQNlXC*gWFI=n!?MorN(AC7#EPf!34%6xt_Kf6D8%f@;5UtMieFgb1vF|W;N|m)X zJaIMeokWt;So~4^tWB3Z8?Ho`$s}%zAFF&{OTI<){!@Is1WJ9hoBZcn_(^65Jx1=^ z=sFeK@59l&(MUb`tTw90vhB6;iuMNUX`FLs(QYxHo^SsSmb^zRna%nEELPAyGY8s1 zV^Cpayw|AoJr3NVok4V3!7g_}AT#<;;&btj{YWv3l`4|36d(VHCilZ+03KXN&)xQa z1KAsBF^qriqC;{vo@Re$DxXW{CdS1fxPFgFm;6!x>8G@@`aa{u0p!jcfn$6=4^MZ~ zIr(qL@ckm9$gw0yhPd%~lQqDV+#x3`_i27gIkExm`mpT?NKVI|m2A63YsW%ivk~wV znjY%RN>EB>KHc56SB-8TZTDTk!~+C+~%{b)^UXgquKUR7=6qe zrr`FwwoReY9!KXccYmxZL;EXi%}V;0^qh6^nHk>)E1F=#$uxS8Js)>$OWwK1=VSD| zfINw}yWJHZ1$CPz7Ow3l`c*JeAcDF&g` zEzZ^GDSV;?wvFSTv+=4G=|3b}EjZ;G>_l3oV!#t5d(=6_MZG&9pSKdJ{G4i2Kl8Kh z&ZrED*)*M`tP$;CpKiy~D)4&-qf?jYTk?HCp8xo1>Is*@zXNUAAW{@z?dCMD zjWNk`b{1sb_Pf^p;?B907o-x|9G+X&r_9cuOZKh!&;WkP&%ML($-F&;0IMes1# zok8-J&{_lCn;>{1oZi&q0Qetb&o!8N76uGri3ZsBH}pPt-b32VOqZpwd6eJR$Em^2 z+nb*b(dU7z*^yOS^Yp)sL76vNfjx%M;8nhH8C)(EH|yf>VtS|k?>zA|x#yF6zmjD^(|_T`RkDb4;SUwN$#qr=~h9>%wqVbym2 z@+Rya=3%3FZ010p%&#)uS7h0nNHCZecEgm*Fs7#%`K$9!#(_cXn|j>S9CxTzirco9 zPyCAcRrQ(*wx^0*>qxwZ)@MNPC_U^`h_DNBzXEAHv2#^2XGUWq*E@q*w1-w(7Ow1O z>-7M~uO;my8jd0He`L6vKjf)XeSCY?_A)g3nZ2H2j|Kh&mB1qkN1P=amN4G^jjBawy;)7 zY*L39f?%6ndBlldiVbHJasl_X@{#gToml z$a;}`vHc2dOwxAc0$qWj&F#e4HodL7MjakQPu?d9sCP8L7H-zmZo}W73iR=67?->?22J?#JP@X0| ziREYTuGgIRH>>UJWp4 z23%{A^+IDtf9D+J%H$r5`hgVHAX`R3kBT2`V&xTEZWT%Q;O2Bg0bmYT*#aI+IX6( zpbOb8*_(c4p;e+m=6$|pgpK`^zatsi%kkA^_GGSf-h^cJ{w(q&W9_jdU&_AqA#^=| znqQyG?^!y5#}M5J4h?J+xv?~nWOd> zyFBk|XAgEB2(z4j7%$id19SJe-FZiACu>!|!>6NY|CzY{1^@n=y`FPaIo3Iy*Pf&2 z_If!9k~<*Wm$u{CaRpQ|%XS(m=0ahb*0Mr4`Sv!kLb7}1>1qYX{|LS0vZ;r$_3`p3 zF{J^!++=j91&=(9OFaL949|;Zz5Hy2%|{rVirA~kJ5|iA%FeqBW6($uE68!IpkL8ZiQgPNuF3(A@$P?N; z3;M#IBW>%?+HcZ7^@Y0`!MF0bYT8*2iwaQsMjJC>dL<1X#+2@~e+}xp{Z=7$GJ0mF z@no^?>H^p1VSVn*`jE4sZEs`8a3fTC`YjMOGAm`ILm9VNea-liQy>N7=%H%Y#MCs$(exzHNzj6Ba7loqV4gWwd+g85$w@}0x@`6U%TCqDCf2%|-JiwMJ7|%2E+4bX zWg^itxO55RlL7Ds=r<<&2UvRo^s9=gk3;EG_F0HoON^dbu~Uf+e}MTi8g9h79r$(< zk8Q~-Ke8p6QIhX#fEKqIn~oQU{$q!R_>yO3gK_A5oIDM8meJvFzL~ewe~E3-cTFA z!*UF*@^1BRGK{2kDQE6O;?#l5yvk%U$u&WBR~x5@8mT?-4j%U9k@1Ry@OO?Qui=q( zS?@dS{>J~!TFSe+{m8eL7rh4Mr?Gn+tA?@FweXNpI?tHu`QI1z-JSE1c)8eko@(_) zVX>NB#*4^_Jqz{rHJi1~;eUD?zI!Yu0q-I7Y9p*;|%`?X%zqf&{Xf^+wV;x<_1nN6Mr_s6sQaeFp|C$Z&DNIfa$oX9ql@jcIq z_tEMN+Q>ThSFkwiayl6;M$&X0b`SIYW4$e6?H26W*7%uhj>&ZX4Vgx>{ehyzQY@&7 zZN*qP^}w&em1K*(js$sol659U*nPY>RnnFAfw(Zmx7;7rVDDr@`4Li?`Ejf^jw9U~ zD4ao-H(p$-UGR z+`S!pMz}v~sja>B-h&lJYdJG6^TsV#zuQHCJdfx>x4U550sEHHA+gqd1jz#gyR@F=bJXNL+Rb|o0~ z^wWt&CX=`gK9$hJWA-l8$Hn|_JMEW2FYhI?(sww<6w%K*`+g@?WVl)sO8&lIw0JER zCXZHYpSL^f30z8aX~cH5F*fVwKP3Gk%=`_)om@xk58K1=qyi62jiM*WSQoF_YHbW} z&Ki!1TCGKc)c#0a@{hFt7az;agv8BcZLMs)N^Yz4#E8~lv#Gx_BboY=!_*J4g)?mZ8iyfsLDk!sFc1iP#n zI{<@|_iP<}Z^r8D==>JGza$D($Bw)SN^SDWINzS04e%iI4eM+7WRkt+m}G5Co{Cxa z9t+K6e0p0ndx|f7YR@#f&BN1lArfVm{#I1CB?-? zn3*Ta^^L@*8_!B&{#s}~MuNjx>2K&vr{^84a}=v*bx8wSkA!imu8hL{OEF*{`_9Al zFfvxcpv;DzM~2OCe8{%}&dDl;)Q}kk z>Eu#f2-V~!Uqq`{`099(b0?dXFh-O!YNhJmpT?s>^m<7oO77O*#DP?{sX+U(`l!Ta znPuFOHnUu_Om$AG)YKCPQ`I8#qL*m%9atpxH}UD@f(K2(&hx~{%mzM;JTF4!YOS~D zgEMI|k_>km<;!dL2@*YvIWIUiSxuAg@in|^RlxH%7Ca6Hxz{KoZWR%8=ZIUM@UvFf zQHeyY^)Q%q4ujx9yy0nD-^{AtX?un~D{A{${Na=a&+V{# z*g2`O(HOhtIrnWmD+Z4<_(l=uJpz%}Fufz69^$_804;tGiv}3_im3OY*fyAKuW7v% z&UN(tZkqn)cYsf+FV{?OC$ahC{4npj7P4Pi$fpKL@-zK||EXa3FsrPA;~82Fg3XM? z|6oGiJI^K4k+!da*FQ9G%WjwAZ%r)yOpAFRx>WSblg#xbJdrJjik#h{axa|Ug76I5 zCjuwdRc58!z5UJJgRtuXTk@W(82+bnXg6F-_Q+b$e~HKB`Rx2c6iP0XI+&U@+>dDO zIqh$9)(6_|x|KB3df6_Z02&Ebl9bm!|F4`Wa(f%6zHL_ID%a zX1`Ml9DNy9c~je;*8B0is(3e-A64YbnT?Z-F&TL;BKM7YnE|zv^$=+mIx>~57HKN@5mx-Ee3$D}9; zkJ)~{)7n$w$n$Wjfm5km+S7SQLGc;#-GtpU?R}OeQ(1b9y;oFK=a28%mU#yQF)(*68}ypIfq9>?RZ9zDv6&WYeEJWo)`g*t{ct z0OyjkJ?l>&g=JfItHXx1`B*1x%uK(7$$UTd7N=F_b(hd?6CPhz96b+X&eucU7fjSc zu1ZhFi*>v%aXPt=`rt}w+I`~a+?(vc_?xYrnPjH^SpVQ7Q9X4rkYk z;Jp|B{!UCz*1Jn-{5NFZ7R8D|>2{pCg2hX~a|xSV0Gnjr9z&k#WSq`Fvkt8nZ@Q9Z z$)}pk15?DDAD~r>%}#~t^Yq9)?K+xf1^%CylbJ@ztKW=mF1IJwHN$*6iv}%idzV+v z)Z4qTs|mrYMTAt{y@jRLyCx{b{<)j3qK{@YJzFF@n+?{}zMtRYaJZ}}a1EXB!us>b z^tFhViZACDSobx|u7zaQX;dcv+Xaa;n z#_H$ba3;BS<6qWNF7W+I5%)63)TYx4XU`%1b8NE)Hb;p#Pr&wf^7pmxNr<1yPks^~ z|J8C?$kbqyb$ZLw^e26OK?GYORv*GjhhR<#d$yBnDlJ;*X@Ir|`g<}oeuUa}{JRLR z`_Rz?eVXLF`TY3}{`9&tZWL=KvV3X*U&$K7Azlk64KUz2?LR@@c1HNj5ZZ-bndwuX z)l(DUb3Ra(CT++x3sNoMl-fC`u;FjyF9xx^6)*`m*9fZLRFZCKI)j700PZa+fX3vAYs{E8$m3R!r`z_IUjuzT{n76MZ~E z+7leTxG-vV7r7I2E^?**IT;4gxW0YKH$St$t(`dZzTeu|Uyf}5{|lCU#ivr z#GT|SY#|mNONY()u+#Uj$yt3Rl%baO)VDuE+Mn#elWO z?fJ%m`6qd(xI!$pp~f6QBoX)JfO-(=1DP_JK#ZT&^rR#;QSSWyIj zPhh2QMa`^%d{&iW7!GizjyPAv>S>jyZ>limP)BiuMe~d}jlY1iG zq%!HFEZWymLm`qUqkm|>ccGuuTWJA-66C!>lnsx+VdL3aO-0;3Sep419qrE(m1~XP z$Fj|0HmpYWJPA)0=48E2hL|Ey$(3I!em$n;3A`(@>}zA+J-oRz8)W`w^7v&2$dRzS zQv`ib>r46Er_OyH#%-LtMbG0&)eeGhv&{F#LI3xF6w90kM&3OI3`{%3mSH?Mg=$TxIc^8v+ahb)FIVwe2KN&g`bFQar zDx@qS)t~%#Eqzlvtr=S`rSAuD&vi_7trex;F|6|~d{giCdYIQE*>U=RO;2lRG}d{w zwX^|8>gaKRk?1x@CkM-eJhF(M7qjgSqes?q4|T>)+k5-_IDYiCWv1xSlq9R5(}Sn1 zgmB*P)z(vHTAha3&(m-&DLeDKS@ayBt-Zy~gE8$NW5aK}q=)#r&1m=x$;*>BVEBwa0^NjvX5#e~OZGoj*3Rh!~ z!K?zc#?>J9{4e>akWbPL^_1f30t$>tnRdjPT>|Be{99wr&*v%Sx#y zcw<@D1pA7?$wqe}OJug~4Cjo-)lsCY#lydJTyoUxa`jV_Hn-9CJl=JyeOLIqj`yu4 z&GGCrQEQ!zNqP2>7?+${rRbKs@I!gaGI+c~ioAQdoc?e4-kg*N8eRXy*4y189p}KZA>aRlSA5}&;?DWR-ZA`iw_a0A_-XO>BYP*nC$ly7hDv>S zm%{HK?7sygFU0YSaI7!A4kd3Y+#c-z=@8AEpHs<~Tx7G1b93SGKYDd_d}gfv>TW3O zFe~fxW}I!zemC%=|Fm#0DUz3CjQ>|Sdbt>NCAt2i$0lBQr}+9bFZh8xUDEFrQa}e6$I`SC!S)rJ!IcR(qxtU9}O~^mMM${J879&dYOTBJv4^l?t0oj#ik=j zy^79R^_4u1qiIlqhkgj>FZo#sI(OCP19aKKk56X5x@=#ZM!RfD{;{JRmFnl8Yw;~( z+HI^c2bVf&DG}gtee9yaa_FZfW>#{o;;&ncP0Lv`^-5C#Gjk#;kSUq3%98&8V^cB$ zd`!o7&{@mNridqb_M117sh5?izF&)-qj~-Q?2vacQ}p(>NYf4~Lolm5E)>In)8ToP z@#9_I{}EpNAx`Z_gL$~R5~44W;B~To=D5tk{ambko;PfS)>1zu{I)mRt$}VC-;!T^ zEga5c!4|Cah`-Mje5;W?mlUFJXa1Z!-MfsH(?qe|SoI<%XU_5~P29%UB&CWaLk zwt+wsV;KzC44uW=sVgE)_bu5Su7~x_PHXKKLyh+#mp1=O)^&$ zp-XYd|3TWB;#)Gg=jr*i+BqCXeYKj|w9oO~@+8UIhwgZpx}2#YP|sb-tNIU%Q$H|1 zuujh}V(OWYY3=h}di;tt`|_pQBE}7T|2}9u3b&$STe1%2Eqbb@bb(4|5obKM^%Bu; z(dRt4b%n)MSdlx=ChR|4gs4d03$?eA23gZ|Elxe6hi;<81RmPkQT@cF!5+S@@pZI?azYuV^&{s{iu(+n3#12vmsNHE%zqn zqfk!p^wEyIOb@9#dyzIn<}}dY2Kg@24RgN+5ZvEoH^YNNf4{5fv{ zl2@TRd4FZ6zeNA6^Bq%&r>{EyRxxY_T=EonEY^QVp5?T?0Opy+d$kezYb^|7-=Va- zm<0Rc@F(=i>V^_LwjEoi;?s9VsO~s3+S!xDn!MvLLb5#diFeL-#`k=BDgRG)nzmxj z6s^4lx#WI3O3#1snmHoNB1rXj<{2V(YKk?XSJwAt{(s)+P39?OpnoacJ2}3-C^3p{ zPlLsL-%?GmxzE2V0jxOSP87}0lU1_I0qjdhvHmJd`tvM^`C1o><)jIVrXY}Ud8_}BVADp z%zKK|PpQW<^A2OACk=Uf{0p!C80V9<|6r|@h0KXCeTwc&MdvbPsf&vrLHS2=-{4aX zvS)68p7ed|du`Vr@r}NGtCv1L^f}Lzo^?ceOa8*@`b-UozS^IOW64r5op+_0*HBp2 z(Z?wM@(xd#;@Cg%C$s)ubN1O{;R5WR#=fud++B37$@ZzaI-KuZBUW{F{ubv?htkoG zPra0q_Rg|ryLfvxZyYP;&4>Q~=h2*u?a9>E77Cf0*#T#>()wrG{{!Pq4%q$9_h?x&F?|(q1BDvd3*?%Sl?BMyqRC^d-DVzMidYGg`l?%brSn&Efq$ ziEd}*cU`MKD>7an#@z(tVzeHBAN8R(n|(8%p%J!})&J!_KMALu_;DIZ^6qC58UGc* zUc$@jIGQ|vtyuj|V|QuDjH1^nV^XRd9KgFSavhd@JHOE*`A@!ec5kCz`vRJ6oS*sH zRiS<+q{r~xcUa_L?3oGex3sVvE?<%{b5y>d$pn6R311zo-@6<+%-H!hbiXpvuHqxj zNVt^E8jB96v+O>iTN(eq=Pg^X<4H1Ag_j7sdNJr1-SE;g64hkDdxs0?Qh&n@^SDJ6# zNZTVxeVta9V^iLcXZ6u;7Cea!mq9Y{(2@+xI-#&s^#k zVYLh*OSE5$ZS(XX?^#dA{?TyXPVR-qjlAPHi|rnV{78Df3A5x8F7CK*>DmL+ruvks zcg^u_8%=M5LgsmF=5_Tjdk{|i!OPdvxh70Diy=*2aeaX`J)n22^KPZtI!FIS=d1~R zkVLacpQpU%XmOla^E}NncX=Jm&%u%x@TdV_yov;wJ^V532Eb^g2z(}+|Era(4XvTw zwWRCr=*vWzWZax+>ulD~J;67AZ@`AVSm9F0{>S60kb8${n7N1Vz_uhjX22~^HkPt` zUp+3-cTpJb)>dQQoH+ywoL$1!t+efD-%xUYCYmI(>wJ1uBx@=fKTV=fv@lg)PvTT} z66Xo)+pgobu>5=EI2S)sM|VvD@!#m5O6^A%;`iGmNlw3=B&~|SC*oCEy)@Kn)^+ai zbCkW!Y#FGZC3qf#a*{_b^S3|_1n~mwo z>)Ve$*X!?UavX@ied*F)TTjAmgCnwjak-$feK9*Go8?}{n*YyR zIT1T6@|aIW?o<-`%aM7Cx`40b%5MlisSVvH#mr+|cPzy6e!OU{>$9pDI$OI>h)z`32rqBUL((KxR7_ZgIM}lvYdfe9krA^{FD5YflWjFJPmh>^6Mu>#XPf2 zF6Mv9`3mGpi9@Lx*2y_}Cz!XD!tn~*E-$L5le~!hhBiJi@QekZo{^aRvIk?>n z<=w2Exot%td9H}rLUjB?pJlasEB1FG<$L&es?qIRICs+bCQ@bYS)Rro4v9nf#sAmK zEakX5*qpL@Dq@+PTZva>j$v|x z)gbBXB-{*})8XtZsdMtAuKDo?&%_8ehsl)$u@QTRkX+(ld8^NrJsJhII}WpIBtQ_ zDpio~gj43z-;Imo^_lF>f02GROh4xDGjQcL9GIq+c09WaE2Q4n3oMp=%EKJ}6dzwp z=F}v}I_cH0z6iTJ!{Q8hr;^k(R!`R7W+dv2Ny&%19#b3hqg3h03e@{qYY>btW}gkN z3|=A6U83GGBt6Qp^KfM^*tf=mUU*;2u~`#-4sG|r-=2=YA5TitJ6St2r*IAyrpm=z z^gImCJ6Z8c$RCao4IS5+yiY)3D=bo%{Y2+o%7TAlc}Ln#!qxFK9Lk>`pkwabQ=>IA zpfbzsCh>8*zh%k1%W)5pAhY9+fkIyTu#Zgu8&xG)=gG8ZP6F3(3Y z>wTFPKXV0HLp(i(#Z%c}1r5(*hokj55`&XLV}IV6+&*I*@wh%8^7%jgoJ^7r$-a!F z!~B1jrcsDi)>6 z)W;BM@2Iy}`X}4I#qB&z*vx}_YGEZdC98E;HfX~3|7dFqs}<4D62}drUuKYPVco^7 zbUM%YA0Ns(y7sWhT~=x!Ou)6yG|imm-0kiW3+}P)5j;55Ik&j>xR^B$#)g4x@E0rn z2&3wlIvc~zf@l+#AF92pSoK(3TgfZKr_UTWORLp+XX>BkZsK^B`_0HXUo1?u=gb$s z*tt_2HAI9t$@nxJh7D+zJJ9ux9Oc+|Xi^MDb;PW_^m`ZHJVDRTXJ3UZTki`t&1z zQ+Q?OeAuyy&zB!AaBKQk~R_Y|31a~j0^Yxf@!PWIrX-I(8WdpO3_yGqp9GWIJi}mHk!q^|@XyqUUD+U$OTrcFy{g?y%eH z(?ovs9nESLm{vpddD5N-^ga~-8baYO%xP=OrL-!BH!WdZTwF+|wNB#i1MIXfG@mL& z@P~|UN9u1QL>m~}7r{Dj4w4lkZ}m4pCH1FL38SG{eFrJC9z1cgA^sP`>4{|TEgFt6 zE?%Yg`)IhO5NG}NS!7>Mq8)G;FPC0X9+l@X!F zVrU&bzKC^aKxC)U^lB1bCSHxzMj!U5Mc<;XK1z!Osgbca?NVWBG0VKm!pUv4A7-Vt z-UR-8ufDFwwcUD-g;#1PcOK^(8J_1q6X|ptY4_Fodvth(PoGEDJtFu7nlEAF0c_Hm zl}><4vN`V050c+wrv0heyoaZRor~DuJ4~y`O1aZ%0Jq1qb-!&Hxw3+#mAKZIcVzuU zU+miH?7>Ej`!IjH9u|}2P)uv6mHI68zT?Z0@@=ggXw<4?+<5@nhhkV0QTuB$&0&c( zJn{~`H+JmzaLE;YTQM;8GgtHH9j+dRY5O5ajDvR8y?x~9-r{RA(;tc*i{NmK^O6VU z6|teBvoen~nLlQ0E%ho>d%BdP@+LFyTUYbhjrj0A4U=i(O3^Q~^izkfCvQK5T(R?8 zyybnd^e1g3^Y`g&n)$0=@zFjQcOwn*#{FqAFBz?W#F&RMVTf&aJF_gfA**6Qs16~>6v zysl7)Cl}*GKmE@0EmkrQF&Jx4$ZUxJyD#{G4=lVQPGhTt? zW|+O9mF9YU7AJq@6{WPiK@|8*o2edn35<`xufq!cclSLR;5+EO6BMW8PwI9j|L#eC zn(MC{OOMlbciNw?#f4CRgXQlg(_D;f$9DbQE!Aby2 zF2(nfsVYw;v(|IBQRWIf%S`yZ-*^`~6?n#*yttzN4>w9BvveuiABN$7k#Lu5gu3i< zgkIipR<{ECYhq#-tzJ&{m&rPp1+#W8*VTFE^go<>l@`tDJ(hLaL8G#sZz=F=MIj1i z9&R#OoI>lr@H6Xj=Nb>MW|Oe=7}rAsX?`qy4&@&|@v|+sm8{@DIi|HMf#HyU4>F@z z@j2(07mb?pkuli!9eI-tDz({?^>{0mzsrh0;aQ%IevH?bVB%H!Jc-sb^_g5yc^W(( ztDlBWSNl%Y*F=7P3rya}^2_MZoP;arco!)u==)lF7dOsbXB23yojp*mLX#kx>&V6M zJx$NKtNYLR+6V#_aJ~U+o+c`_w5J+o%;(qt;LZfr`b#uu=PEAs>MOG7Yh=m1-Dk1> zQ~ErHDVbxi0z)Rdj?K)bW7w-Gez%59YHmM3jydAYN_P%53YZQQmEREeiWElW)CL}c zRr^4u9$zZKr^jn$9$Y5V>rLo9!E=W4fa4%I-FWpRE7W9{sbv4r_|bzuX4S_avNjOw zA9LMum`{)Bca^h#$DZ}rGz>O};o_(Mw{R75kJj(y0YO^6``C*T$HbYG4;&ZbcTZP5vA4a3v2ujm5UndmPE0)<$NYy#v#O9FhEC zgN-J+7S7txkM%af8Beo!=Fj(lP%54;fyIwxY6jPv*}5^yU&Rlz9$_|2ekaj%x-AqF zlF#>j9?-rp5;P~{FBm@sx<`^{8BV_L=qpL`m|jvNHnY{Qv;TZOR%3@g`1TsX*E{(OP~OC9qf1nz;~X}tFl z*t`Yb$@Xr<+4G=&2A|8CsN@T}oEN=^!&$YwgY0X`ay9#O_AP5Ov%>fs+N_5~3p~6D zmZ>0^taHE6W)!TKkm>>Wyr$g_`2M@?sXa8`5m_0$RnN2VVLU69z?+Q9#Nea{iyw9d;bjXSp_+s9xt#?CIbQnKMwccS^ktfr2NKi?y?>b^Dt=4Nl>(#Q3uN4bq zh2#L!&zVgQyw$dL<`dtOb_u)GXT7`N_ZtoJPW2Yp{O&5?9qdVkl*}+#>)Rw; z%6sRhSw49?QWN1H(r1m+ar$_P#N+7vA}*(zaB@aG%OZ~zc$z8@+u-pDX3r7-cJc4b z-EZoeX}+Gr%d=<~ChY@{viR7|zUE}e3ajGwRKfkz#N3Vg$!zTRSSnd|{$v0Bc#HkfVwaQvZHje@HIumxKS?)nm<8E5i7Srt)T6q(AWDrq6_0sn*AMNmma zfD35dN!-o4hs>Az5}GsU^#(b!D*0b}Eaw%E()$CR($#rWG2;s@wSjj(Hog=ZnTu0O zL`l}MMerYnh1Ka+%Q$=t7H(&qWKwAW*}sjtJ;eQ{j@(4da(f>R-u1%NadMZ!4OO10q=`@o5M~WcF z;ZtutKBu=OxSy({=g_aIXm}~@kI-8qy=OgC1tamzexBlodBV_8uf@grWct6WfZJtQ zHv!IvlPb9wf5p$8qVr@|3Y*|~H?E|1NpiJ+NW_t{c}J;xSC zp$UZ-;}y|oEtwxO zS{LPQn^-&RR+8nRHJQrtnNjq3Nvuj$;~^|}8mpD_tqqJ`f=KRn*7Nfl$?+{|M?klQ zwyPC*oVDzApwyJ6k77bCEr)w|lCu`flU?FG3~B+D0lcOXyz;~zm$qwR4sWR~bd*xbaE^poi(Jk1M%-t8_;r}o@wZ?aoY=pKtVcZ|EPxY8Q z>HXSqsU9<$ZHDUUI7el@)dloPezeTz{!pYS&rgSnYgxPefU)TxR=MBV&+5N1>+Dsq z?p#dGI_}AAahx`mVd8N#en=d657WlL_C(k>hs7yyJ65|7V#|NHdXY1e0WP(yQ|C5M z4Hxn82idSbTz2y0WQ9ronqDyN51ZnAXQpvs6n{$I*3SBBz(U)gFi%S-V$>^QL)Ok$ zb;fnh9IN#`?A+3^HN=RF7c*Qz+^wB+SnCI}-%tCXdM@vKOdEBL1w-lCR8K|8)dR=! zw&hVh4ic|^-~oG}nbn=iVDTP=TZse@@cyPa)`R~4k-Hv=U%})3#lzkh-<`G3Vzuvl zK8=O@7h-ocqg*-2RuT<+(qR^9{$`_Rjd@#e_#MAHw9<>bKa&3<@#hY)|0h~zJ^KQv zPoU+?IQKP4X5vvte)T?Yd6M3v*sL06lwj#!VVk;j$(3>>Y1$U-mFt(<5X_UtpY;8< z(WHfTQ*FL9J04@4KS8UNjC&a`9??d7+fIb;2zYH``GYa?J`xq9OENgT>+G`}J>HSC zwR{0QmXP{l+8&L`$tRecx7V`C3T>Am@f3R8E3$3ip~E3o58q$n1AnkpLuXv3jSZ|_ zlAQBdcLYOQ27?jX3Nw(3ki{|+u@Ekh?!DLH!Tv&)+hABQmuweo;1A80Z6V95w@BK}2kem+ZFUr#(`UL>0#cMnWuG}8K#sL*UI?m$G;}y_?@<>RE376WQ$?v%mYUAL%-7zIu zH9677@vJwE0?C2+G^?aS(i^?wFg*nBPy4xp2OP>@x`<@|!0RcRtjCMlWVyughtOmRiza{4 zQxM3Ct@2uY-gWxTj(AlIS@%%Ev8i$R5jO6Ft+Q><9E2Xmu>o{AUGI}|C$)3lVXMdV zy_)YoY+oD9P7bGj@Ed{|U7f#%E~!a%xfr;e71oG4Woeyf4Vl}&nO^s6^9?qe2k+ON zmv@CN{jXrpGWy)YmQ4%Z_<}8MS!y=u~nPj>t#tX{%`Al^9icO~J=T_0NH0^Wu_yJzz32s)A zy;NXZDxI4{|Qi)0HIYOQxCFQPWu$VOI;9mB#$bw2&Dm$@kHd4U=cNF;1PX z=RqXjh>JsArEGy_-qNNPUkS&aN6Q1muj)p%a<+y;#r5=+NY>q`lr;p&th*R@bGMK+ zCF^y=r180#GhhrCyMS--gx$f|;- z&aUFB_hcMu%?tNnRMwEC)?2CueZ)Ib0qhTKc>;nZ$=I2XZKQ3Uc+K@~u87hJcHi>c zgK+d*_{0w~^SBFSZ}+#c*mX0`&MfqvN^TvnVw)|SF}FHBZZgJSj~^e9K5rxkvf%Cf z{VM)d6en_pGJ-X?;?pXu-6CGx!h61j)k*Nq+NNX>-%mVgY+TJVvRb?<_&x2sJB>inaJ`u-?^Rjvcjk-eDfx% zEruMyR!w-^9xR`z=YiPp6pcc^(|%DajX7V-v!mG}L$ubhwCRcS^ zKCrE>D6?Ll7y4U{j%Pq<1SaL0yAveye)na4&vwo*-gkDvl6h*p3~Fcck(DGr+@~MN z_K6m+G)5)+-(9q+472&por|w|elQ8*53*op{XHc1q|W^%tl1l1GvDxi+V&wu-bU}o zQVX#8G0ghSu`@)e10Z{{^OGZW1l*EyG*8W&V?zg#^c@K7&-1$ASsCX)AwFDQHfB&FuR^T<(OJ-*u#-cyaH22(9;oHi#t|UDe8hh#COjb<>&o^

    6RnWdOWL8?+`@?XmxtCd&MjEpP{qq#F6|YQ|sb~CO z8Q!UaSb}}ai5^2BTb&eFkf|8WZ`Urh>}O#0et!SXPA#;XVZ8E2ABR8PF>n>FQ|oP( zarT4c4R~`AJ#!{E*|QHY$E~<{1*G&SS-7=%DX1Lh?G;{`~*#Me|{_m-3_^%kz53e zpXt?1Y(4=F*>Tm}%9zg<1Id)SM&Dpt@&#ny(InEP%HJ;{&knt3u}$v0cGEZe+<_sMab+`U-omu!czj{@tP6#T zM!Fg^#*y$c8Z{}fSY7kK?Rxibw!4Uom3V6ME6gX!)mpr*bzxDZrHHi(Q+|eUu5d?L z3*UkL2G(4R1NV`BGpoIWBR`lanR~aBWjn6lWR9Fb9|4_Ktk?M#E4>v*gAr}6Hcil$M16b?>uQs5=W>~M_ zGwa#tdw;cKsgr2XfG@O$-+X>unYLqbw27EIO_X_?-kpt?jNW<9-JGNwAe|?vdmx%; zWvSQuIlsP`^}d2`p5vd&SL+veP7U@PjaS)qek7Tb!)7=(<~ipAGbUfa=TP3`ord}( z^L6vc@asNyhlbY~S8EWvp_q z!nzY%6k(Or1&?=hV1ox(ptQNCVqreZRuI8+FY`#__7|hy(drbjrVN|pS!^;v-e{J? zp>!TAtnyz@8k~e9ZAf|_@9Bfzb$C!Rzs{g{@;fgPF`wi!o%Q-%|MuFi^=b8Y?Kgpp==h^JYNL|Y*W_kvjDnnpDs1DF; zI+h(|?qyI*#+2-F$oB>YZH+9oEhB*pEi3rRAmcuEP7a^MuPWcOYbD(dq;^rrPnX zWFCt#HTmWoEpuY`0sV{c@8PUG9QyX3WE$gGrkh zI$Dg{#`n-xEEn#{lrsk|~Ymx1FQEEJY`%%AN z{9J{(JB_wnq)8><892CtZJ%JBO5#jTH{^bK&M>47;UX6L42xpB$IY7k4Y@{6R@HCG z)RmvKC*>4&{mJhe#jlh2%u~i4%5w9d{2)31G;{LwWM6q%UXycnwZ-vOJpT&1wt?~- z);LoH`dp7S_`ZhUKJKdFd^XCxoa%I`!zSnWT}Ass7=E@HuEW}{SoH+1-b%)aW*Tqh zS_7%?;nNs8$FbL;;!JkzZ}xsW@vQ=$mv z*YZ^81#{${;!m(CBrc{B$wioOK5MqZ)1Kt-BGx=2-d@CRhu}s#=*_3$t5|rS9(e}S zf)&>Ao~w*>gc$#aw!c6&J6S&EQ4e5GTXGM^-QLDr!&>uT_Z*aRuJT>6=R8t9L)xq( zUzz(Vx?D}(b*y%_==-JjTWfJLt1acDoqa{NHW<5+gykUJNIaU!Pyh0>t=`p)_7?rK zQ)n_fErY>}ES7qO?^=O-lJ9kE>J@Bow*Qlz^;_RfS^EdE>NZkV#Hj2u-V3p;ip}BP zlfL)hT(X0$Vdr1Xc^=$Tp>_n_H<7+8j^%tpPLJe?zy#Ne|GBcb*E%(tehtX+u(9Uz z)YK8!LzX|_yIy2#N}C7G^|@Iqndv8b-i*(w3HrYGI@0Ak-2D{mE`-Snp4J7M-Yk&1 zrn#@?X~~{*79PECrt)~4=bSGte7?u zBcFnE&V=O3J3F!0Sp&DQ%a2Bz$;(<{)X!v@#$&P{<3Kpi6pOAP`ByM`8+!(edwF*9 zhqf<@owq>#0P`FV^;A-LQH1UwR+b}s@@6GBRZ;Sn#rUuNT?$9q@~aK(wSY&=He2@0 z?k3G9mTv9+m*_DI2II{!T|8S#_9f!h65g`}pBnJv3t`uQ9^GJDk|l0{MmO{K6>Faq ziIW|_npyHRaE;eyn*S3$zM$cJ^Sw)oJ*+!hq-uz(qs>|bvN@HW3YMuGbqmYX5fzJ* ztU22+W##rbKSHb9^;^sapJMQ8(WjJA7yJI6WPRvg)pf)LaIDO4+TvE$x~@2WGxomk zs|?QEh5O}r#zicj-Ju&vF~*23&H6YGEf3LTsJs~O`(xbc*fUGqNfyiG+$qfp>)>!O z&%RT;|FPF)(0D{VPVU{u^g9X4ongFBR62<~IUPI#GhSxVaeN~g@?XKKPMG~Nf7)$^ z6)aU$bUM$>XW~vWcy8hs-)h$zE|H}W`Lj3TUwXa{x$HuJR0RG7>J_a%19@IC8ZUrF zec!9t=0q4D&BjMzU0qTq3;b}eq+UbIf)%V21Qzkh_gOA?x0B1Vp}wb>^Eyba!P4mc zHlDR(ou7G6PnP)#hxW(waBOg>G|L=bY%tJUhA5o-yLpaDGUu zv6xz26uY@#t)IbDR2jjkG z(J!%gf*JCJcmdg(lKd00>*wo5aJSq|EcTo-CLOCCLJsJWNGdvab1Bu|V=4 z3}&YyWNi; zsvtH!B?5FK(ITiG%0^9%Q{P;#VDS#EF5*e&z$Q;@YT|t@vV1`IYe>^fy!?i|!!RH_ z5l6GrG8{kEoY{T1gcWlJ@O?HqpH4Zio60*|V6fC&qkP{6y<`^H4av3e$dyh`q$i6| z?!u0x^F8LvmD7XJc$pqKclIWWk1)=cbj$gnr_8a%OqC&9O3yrV7-9Cc*!`3kFh$g# z%xYO*%F*~bvtN!~xgYSE(YKm!wf`2A`F2uPz`C4>T)=Y{)29Ioe8b!3@SDk2u_me`;3RY3-MvJ%=w*j3)c2V z1<|sxNK=&5x9HovpjCGJPcmAv_SVCNg^<{$&wSWrN9i=a-xMl`YCnMF{}rrqxwcF_ zwP|?Nfam8nVx+qIPK7}s{xJbI=fXO>+48CEBN8X``fEl#f^-9* znA{}VdP|%0FeWGXOR~<>X6*%&CT41C?wl@YD<)MoXFj=1u{Jhl zv8CeT06Z82gHfX0?Y!$2a^$Q^Y9%cxSSRPZYMG0FC&NB9wO+H5U5b1@$P!94)9&dSE?oFQ%3SK zJ>b3hP~D&8$$e85Lq~Y`IdLJ?0JEPXJIda}wwk=;HSKHjt$eaw?A<09^QU-`I&sN- zRD-+?c;jyGzRng^MUUk7s!pa2w0+4~`Fkuo_oG4XoTUOyTkF(3dL*+`Ycdu$Un6ql zuF~sPunR<%qHI}C9LjFEue6;2xsi}Kg5JsLc!RM@6~xs0$dO&z+3S^>aAkdU=7|kp zpB!_y(`6pLzqZaD2JPvhU$W$G;4g2oK&~?{v&Q~KzwOqrFQKvl62nEZjyT$ix1=s) z>R1n=&n$gX$t=%}=J4=-dh`@uns{vw+;0jydX0g3^3$znk@EiPD{|hB1+mwq@H!Z}sjF}UJ&XA{)U2;yP9gZ6 zEh6O_C^c1jiHh%&>wE3KHE$s({x0HwNsCfEBKJ98g>do<&nU zx~s{*4?iDdk6F;TO@ukpHRK5e>sfDTRpQO3L3JtoUUSvF*xFDQE-kg)R}c-dZmpw9 z&P+@r(Y0EqhVfN&{~!C5V%zStoXhW%A3k*%zQL)F*!@9$pY`6^Y?Iu{v*`9ciA&I{ zCnQGURz9`%qFL_fEHri}y+7wky~T%Qo2m%2$IM=ZT=o2Yh&HM7c@<6{M~3T2`5R=D zE%6r7VkcDZ^!<$%<*g9ku-K>OZON*0;CMIr1hJJtUT4+`VL<#4@GW z=WNn`0IS>|I2SfKm46SL7NcA0oh@X)!thPS?nQbgAN`RSJWnj#Y}{+veLA_{#F@(4 zmB-bE5ILDn$r6-`3S&gJP1+ve%55#%{L9N8A^l~pda@?hC;gLV&lA*Rw4W?uEc4fV z(Q7DFPQ;Txwe3#UfAO^x&GIQR*HMpS;~;wV6h)7KMNu(vGA3syd3KBZNP;DFPyX1P zD@&F5&#@|>$jX!IYG|c8Q|caUhF)?ubr&y2;nQ`zD0|~-&@lBA7V+XW^r{DqPT11c z{QZqml+7yhy;RUS%1m7gu78T+-!mkshpDOHlWL`To|@|DsX_TGX>XxAu+a9dJm@UVdicHkp*UKZB4&}Tv?S;Z6kSk-^Y?3+P|UYEj;LQ zh#sN+87$rsA73NiC@jzCyq7Vf3Eh)bqPE{{*!X#`rnX-yLFZ)8C0@&J{6oBRJ>9!$ zITvrg;)i|U`8@gZN#X<=41h?ki*{MxAA;k@yr3JKwh{Huh0cjA+gFbbJY@5*nT9eNuD`=f8Q^WD`0Ulh53{|lCMOP?)@u&}2B9)u(Vuc4V?gadJUyq0B za62?=lK3?!yiewvXtc{K*+rk7H)Y9L)+-b7>qMxu);1M*-lIWkRHdfUWjt&LoQ`IZ zdSdiiNFB*uH`Bi^l#^Sq2A$vGyTi513I9%TSjLLii%K7RWhk4y%ky3qTeGA8Q*w`i z<0<-l3-2o8VzLyUAZ8{z+%*MWc_8oH0;#^_PmSUD%3xNniQlt~_y+W|M?BTqo+Wo- za(&60{?&UW=H4y3o<@W0!FkK-++Lh21m{~}a~t_a_=LCuQ%d=HoH=uH>qoE8qvM^{ zgC^c9OuORVoy{_ZdCp#vG=a}5@;3M04iZ)~dnz>M`Dj0JFZoXf)8;F)pUD%t@RCjb z|FmH4)K^^WO5#;go+DPRE5M+NxUq`Foy>J4o8+`@azRdoW`)2v{HZ-m*yATx+<$6B!u^UerY21Q{zo`?Nh;QcdLJa_6^@WIq``k2ohBqBdT zi_}uR0oPKKx^uy*_%gnq?K-O(_9Tzxnt~Pfkb>B>KX2Ftr5ffLjIXIHy41R`3g%yW z?|px-_D;^8>}IK*MtYN9wG|5=px@78_ZQHsO13wQQQfOG`Nk;m@jKpe3+{Ko>xE+6 z!+y^eQKpmd0NM_LQtE&v4_U6}Q;U0-5tEPgCGqoUvaB)V1^nYp44HtFt=Tm@ck-z) znJ4>;QU{XnI2aGak+!gSQru1L!uh1GK*sDq&RNt8y)ua}FJ#Z4ekxn$E?R$_$ojc} z{hl&=?#$i*g-OO(#|lfKSj8*J-cq>zLYi2?>zBIQYN3p`Mw($TsfVf$DLSmgBZD$@87_yYV+OXDf+@#caxzctqx}2 z(|K=pCnl?LN$6yc@Bin8%?XVf>{NqyC%Rw7)BeNP&sbxm_mbIu9lm@(&zu&V#wMfK zt2H|xBWfg{VREUL(J~o{b3WrZe)t2azry!7%yl88HtF{U?w-T%PlN72?JkDP5-3#H zHnpiAC_pjyH~NxtBME04<57s6kHa(Ju?0FCT|G_X-RH2zWT>W^W%iCX#DHW3n}WSB zv3hT-*mkRWYKgytHB}&(T){>B9wkccfqFyC>?}&npxIEkE+xlF#;t4K)Ne}8Jo-7a)#7&zu<#Tk z=WfW2*gO?$n$a&ON^=S@CpPbZZzJgCgz*LDswkHBAYXEv7pCFgP`XCHT($mB4Bw6A zAJB8J-bafQqcMCR4{Tka|8?+4=8VhOt%8;x`oArH^*`~n zF^nZ{$DZT$D~F{=v)JEs+d=C2R;!cn_DaYkOHWSEmn7ZUaO}pG4gG(Vo|n_TD4P_5 z;Q=E4Ijq%?-}IpS7rbX9?SFx2Q8Nz4=t81T?oMa*_}7TpY4a1bXVCCcG3QS59VJ%% z#s&+px`_8u!!vhc@4&UJ{$p|KD6Rjc>+7()7*kWz;z$5w9JleJ*0}A!DAFwShq&#Mg!9|BT$bApWRT=XdX3Y0N{&mOU!juREM4PR61-G)i5OW%SAE(7UiS8I+%; z!OiBK2>rhySVpY5(~6ob2utYo0S+b;%v!#+1jF9)^{TOcV6k#AO1;|Ly<6sYvbJUq z_St0W3inhUN?x0@{Ja4-PUmNJ;a&q;cZnipNp})IX#(X7d0<=eN8VvLegUadJNYf_ z*uvV$UvQGyhFKj_5iDMvlj>Ko$rd9_^v-WsvPT5?$tby-nCt+_QTGdp-iGrWjLZ&) z>UwU}`d;h)WL*7|B!{urx7M4S8QG6!Z;F*?dG{LntYV9&#Is6l{W@#KBU|vaXUOse z1gEfU_TxOj>WkQ?8}D!En)Md*<#c^tuTF#5nZ{j$6_ACYiFb@J78=>BmJ?2?jsBwllOg2pEPI&JjOLCPqx1zpcw4X%V7jftaS~lc6&%(W#7Ec@PG}`=U^rE8I7@W?v@CrEI zu4QuB4L46?Jo$rnraI*|vOVh6kB!{~f_3RqoSw-+P?<#viHW~jN6V7;SED6@R%O8l zXm+Hzz7rWg$Fx7OF4eRzwn8l>^Is%73PQj0@^Y9yodma8t6LgjCTzB|_fQgTqG2M^ zblAPkVozY-yI6Sy&)8dVz2D#LHyWw12-;0dKa(T}LhwG)SHZ?FStb<`ONzI3*{=v3 zZpFc(V$-?Uya!6t{k&Vm_=6p45<9I&o$h6!zlj1(@>--Tq2QJ2+T!p~{gbpS*+()(!kSPJz?(Cz8x9r*mH>w^>NlasaE#JD_3N><-e z^tc&!N|4ReCQM~MQ{4L6(hG=yw`47;x zyH}IRpfPOU^3JbjJeTA<*m4U@OYo-!?7o4oKIYw5UFoC>_TN1HN48i>!-pZ!7tc~H z>_BXO8%~AbmwepE;eT27IYHF^8?yabyAU7AXR6$BeyqTr=kbb7ICX^4lHKg-f@_<6 zs_ki>a@MsqWa@-#*O6(L@1w+>6)^9PpL;RBh?&>Hr3lYVo}*1Z>r}<7i$&~IMlFrO zrS<&W7|r1Gb^%g(s=bfgOX0eUWbfem7E!MrM0WDx$wo?+>Rbmmp~-caQiwn2v-HDw zcpl#@T;QW!aIGE2eoTi(WU6eQWwbw>G}nnBTlFq&hVm?P6ECfSC)LO_35Rp9rxIRW zul1`Kbr31vrP~*xMh9}lKXZyOr?0ArC?{w?lXR(rx!c!hp7RwS8$z!-EISiwQ`xz$ z=++pQQh6}dJQ_hb*~Het>Q`4GWB5Vtmz{$-Wysx})l+GHD2^o`;Sm2nZl1>=@`?zW zdfwUL+#E0W>UkEQ`3eT@v`yvk3G7gog+CNaHdyPDWn~X^_ZGzGtNeE-9J}lN86I}@ zcTQw<$Lh^`<*F)K%#y`v2H6u~euh;`KU=w$_|v;(d3GW~?De!clACEeEc$_>||A>gSAXdw(Z$qsyERxgkE-~ahk>^o!Cu83~yskXS z`iQoTu=*-?&spHb7*eIcN4}$RUu<1M-b(tvjkP_j_7*<(w6RlH`~i{<#M+(MRKe?wy>^DE{V@+HTY%3LGbRUk^3UcOZ89TVV?}$A zRLjKPscvo7Q%`?G9vOe7m^YD-UK_tsFHMXpvntv{PR&hCfu zla)MZGdZq>!X)E;%|`98Y67{|nR#r1{SM<(zwz?{B3tf!{43_>q~PV^?~t-5$lGK@(44OgidW9`zOl}fnd(2He-cn#jX|DSl1U+dM^^<8Q*{eOjl z^>80Xn-TPS7U$aX*#Dr{(f@7C*;$lY#wc^Wk_td3Kup74LK*QE9m54E{+*y2F*&UHT_Ob80pumu@P(W`Drp zP{`Th2ep3#USC4+ED>lfNwPYm@+ZO5WP|yI$flg4AY!i z$R4|nM#yvc?*8v>MM{pKtVKKN`nA_{|9%CQCW}{A)b{4Mhz9d%URlKN0lA+b@u%_M z!NcULPo}HVkk50gN8p%U*|pjCaR~J?W9n(;?A{=f<(}|WO4PLV4sD-)%2ZZj-$x;svfI&_RYQ@gh8&rrnBE0 z#+^X6s(LKbGkfq>iL0MM@-8;aF1)i~eGNUEV#t?P&zyRF%9{AA*#^NVdensKMse?1 zt3`HCW;QT`?TFCkZEm~N)m>5|jG|A|aX zalO0|s$>0=zPixoJgmGxpUYV>d!zap`FK}8v#{bOD0g7>PvN;p+;0h!?3K-3xEFBc z87TC?m%Xka?h;cflClfrpTLzwt31s(&VQ*D_M&Kbo$(f%J!{n$(9QYRQ(5?S>{*Pn zkCE?lF=9Kp&M{h5%wEM`+lhuZVa3&SNmZ-QaAu(uHn~Oj!vATwB-37=;ohm&%i`|m z*mWTZCS&94BH3rw!~wKzVC3F#&Rv@&Ecq%7yU?wuo<~C=HFuU7BN3K=v>Z?qXLt&FOYH1dd?Q)JNJOj$dKUmEurWF<}im-KoVE z484elo)#TCt z5o6X{7hdx2YFH-YRUZtT57F+11k!x{yS<7o4o02br@R=`LW$ zoHfnf?zTK~7{=#W+b8_sSZHLw^i~mP6U!dr)hlV6XJWsR@Mqjz3hAYMbb=tO6g*bE0H+9Hzyu*mVU-9x+z#b^2I-HhYOl^l}`pt;n%zwqDe7RU*>Gv!%o@&0_9lrv{uHZjgM5LTn+eD9J`ExCjraJ6WK9KCo&8$hOEH;E^ zA8G8SULPq&T*-Il^2yuyUe1o@dBwr}|1>dwAVlXuaS_hXb(NI+S2y7NIk@`^jh3_F ziR^h8?RV2VySwip{~coHL8SRh)Z6Cg=e*?yeY1DJ1?e~7)o?#cv2gY!WLL;hzJ}8O zQaxMI`34;RqQHA+W5HVbzh|V45V#8lpZj^KzNv7e^St&FD~_}d zy<)_AqR+?d_X~-V!DuTTa<1_NJ+6hu+2q;AuaiCO7i-Pw=9p-Oc^8_en7@a0{Vx{m z#wIyC(H-{h@aOk@r+&g^;^?pXo{7T)jaUK$vd_PmndY1QUVmL<#46@Gg5|Rd@-ebJ z2$7n2k}S_Z^Pub_Jr5Fp@RXZrHV$`gFmImOtT*Qdm^AZO4cO({unznEk6nJ@^ZU{H zS9VJT?LmTt?ESXLl+(nUAd$BB8{twmdJuB2!liXVWI2pv`*3UkyF9~pAB1HwkzyAX zT_ciTWro*r`D}ieoF)xnIz}wZN%HLbN`|gvPkU6a!&zj2|FY_J!oZWPtEmTZD-`d9 z-;-Kg?q^o?)E>Q*?78QVosQZ4eFBerfrmY8Z|Q4b7%L%9dK_Y<~qAJr25kMMXV#K7Prg)`(xgDdJVSNT7A2)B!mukwd`aQP~;w1Yt%`uBD1vf8JUd_r7iZ zIiGc&BI_9ME{DTVyy*zjW8rua)<2A=2jN6^JoGWs%jVB>l6AEE95yvsI=O(d@9!$i z$f=uMF#O5yNqT0_>TP)3z|TYY$C>&k2gyHHiZ^MM$`*NsJw%V3D#@vdF0^|Hdpi5R zhvdm1yuV1)0bf4A=Amr0(_hJP_zl#Sh_*{fcLckXC+|{i){rO~zl^Dgzr|rR7ou~Z z_Bd23vUuMDMz&$kC-~|^-~iSi3#kJzt1smLG4ih>K}8W{6Ti-Bz3jePFTzgO zraK)Dgy}Odt!UotFWE%9>{`AXPQ6$zPXV4{&+X>^8%}ME--d6b8q^S;yO2JqjQBe2 zvQu-Tb>eeglDu#quyY6KUCCalX}FNb{z13oLh8yw$$_Qd{RqIyI*NsPc%rT$bb1}o}wm;%ddF$114QYv+NZ-3)`}5q#1O_86~xs z_jor|q;EFcSn}n1=*9xC$!Ue0H6F_bC*%2=0tx>xVjn)ZoaGNDe`>#+$r8EKUWX>H zS#3A-#r??L6id#8*KSeuAIRQBu2=crTRh=Ke7+aMyR!W#R&QtK_sN@U-ei5veb`5E z>ThUP#hhgNYXIXTV0R0C_h-W~;@E5$r+(AN{51EcR`@>CN^>ObxA{F5R`ba>iu9Lj z@sF81n7J|Zr;3_Ki)hdJ{tbugihezfRR#Y~5R)gsdLsMX&v(Aj>P#BvPTmW6R#e*y z$Z;|YWUuXbdR1oq1F-r>qkibG|8OunxF0Ks-J9T_^IX|~_^<2PJhi=)9rq{OZ8UCx z-9z+lQLu84!Gn7GchWxb>Qv}tr&w!xyu}Y!W7O|(yd5&B->^TNj^Ujbh=IuvmwKx? zZL~<#_!?rfMbX1tLDZoCd8{=TpT6Z+cjL)MG3O|jp5$kB^IndL$v=80y?2=ZAX0rR zE{|pRWM&(L!#}a~{t#(M@>~bp1do{o^S{pbkLL@;=rz@h1L>Oc`!jgU&)B+8TzXzC zSyO;*s#y*eWm4g7jQI4o_dbVR?jO|R&1bPkc8nB;|2w?*2>AD)-{owS3IX5Kua+1z z%S`QY>3&i03Fth}3j0Cr1mpJ5D>YHRHEwbC%o)HZvA8TOi<>n$0$bsAPE+hBUhLx` z^^EtMc_%?LmFTyd^Lt~wh4cF`I-d)lw0#V|y zLr9t3E?H-?7k!&}no7|Vpma6_+G5g+qS^~0)tyj!M4$W3)fdvoLbM$|?oanWtus5U zuZ@i|Mid(dp&sB4;a1$=RjYp~EQjLvf;z=>SbtJ@U>#;+RZQiZt)#ph3Egi<` zIm-+$i3?3c%dJ?MPm)_`JRJwVCs%126e0Z(9+p!Msjj%o*xAR^T2y+}NVkyuBg`Kp zs$31fui1Yzt-6UTQ>`bt4tnW~PKB2{z@Jhv~U3hXeRBDpDCdPh1+v(Vudur|Z z;|p}GkFUvlwSg~G=gYw?dGEH-;WW8->rw&@hdD4YfT5_v20b6-3LGP=69{>xu(sLi#c?W>@V@T74n@O@`w!Bs!I5 zSJLTDTssvfAJY0dab_KVJlVMUl<)y;ULjfH`VJ$!D{}58>qD3{!#LU3ocy@;ai8Ar+hWT%`DAR;*45Mo;?Q65u?_}6g&~vyuRH^RyGm~1@%(Gy zl>B7LBRT`J*=@cK50jJTA^y3CyoFgT^`EM+Tla$N-P@s34WII<;!;wd#CK+~P}_p* zo?ndBg&mf{`e%~AWvq{R;jOH8K1+2mPEVY_&#Nbq?>Gz^0KX?#W4kf_(J#9xy29WW znj9*M{b!b8R*O^x$zFkKB2qt^W#2|izP}1@N?PMmTe=#~mWM(O>@VZh!D3kx-kOul z+x_li#>CoW4^76=JfEHCXBFO4$2^s2o~Mcv%)B3H*_N2e~nqm(s@4p zhS2C5c)rcA2Z;@N#-8j0N3+68GwC(Xg>~_e)NCZ>)8wS20!XY-_+>Xjqw$+ zO~UnCi}DAEuw8QfnLF9N@C}~ zVt!6vJ)vK+t>r0P@~nJ~3m0K`1(=q!roKeloc8(0YBAo(RmoT$I;ovAN$cT|+|3Sa zM6Gf#*@rdfy8b(_;5uS7PtIPaJV7`eLeoTpMj}jEjLP-XINmf_%zhpZ`|9@`oKsmR z{`apj%3GVBr)TnXJp|)Y=KD_1QC@EWyN}sDnesd1%$e}Yy{TkT%Cp)$Ew}|HABs#% zeI+~4H9X>O(IdNR>Wdk3F=V?jXNmfU!tpjOzJfw^4C%n`Q}Fm#wyVH%FQ$7NYfq|K zT_bYUH)mNaf7|Sj(&7&C&%pk_SZ@{yzr(!)S!y!weZjtez@RVho({$B5HAh+tMz${ zoKq7vXP6uGZU=$gX59}1pU3YPNt~xW&GG93$X<;{ z$uInqUXSB>EmG%P#GB&CK;P@xz8VxtvtzPxoCx_MB3iEX8;fDr`ZQ6^46}LtiLU(b z)qjWaFCpZ z>UreOZpTTmddh6cHq}`a$UUSm{0Vs9!y_t)@j1!!k#YLL_(tpbr^fkE-=*x6oeBN1 z=uz6<$>OQ2bhXtwXXldvsIQT77bSJ4*A{Rx_PF2I9dLY%TxavtoMBxkzI4X(%G%w+ z?>-dIs*<{um~a{ybGK(5$wnFVSTV8>sRvru+WY%X+O}c+RMyDTu-92Tn&hl}^3EJ? zjm^Egx7mLuoXeB)OU%8|$nUU0bN2cUJH}&WIf$N#6^F57>T7&t{;f3snzq>+_?;FD zU@(*a?dDk%%+m(z)_T9VnZ`i9yLd2;R;lN=1>b(;Rg=u$fnJSy?GBts?T0Thc@>%J z;_pl5xXync(C{7z4A;K8(T3pJWcs)Af9esfB3 z&^(^g2mcq-Aot*wk@Y;bDWlhY#wzFMZ_s{LJ4c*oNDWPOe;SOJE><_P|r(+k<1U7bJvPO>xgIRi57u;3zI+KmQT z2Yxa}ee7%ji-CSl#j}IidmKLJGv&AVa2;+OW1M8)-NVMIclHl0ZXt067D(NSWEZ&t z9xJTDv)Q$bm2e=G&x3s`qyLQ$*#n;Y{;8aovj}I2n3up|J#SqK*JKU&!YiqLxr)5q z=$$H9l`(x1hVP-_Req(~M$t~cvB+UM@~#k}JN?|+9E`?RV;idJy_6>FLpuM9MgCg0z17zU;HX_zO0HyO7g z8$2(Xv}cprFnQhRef4>s-412#5?)EZtY=};kXP5TX1+|n7qIFhsMayoA}nhqD&IxJ zX;5!2UQ8B|a)-YwO_GChoE9gN@ev+$4%?)HTr>FJf=}7|^9SxF_s&WFUrw9$WN8P% zqglHSna1+9oP@gAZ13}@=O^_^-HwXv_q1!xpIP*wg7qTzg-(TP3q5YOl8nKLnq)4)Zey*JUC7oM!;{nX z6MrWw!WmFnj|0o-dNEzj;6EE^y~o&vA>P>Bx9i)OZmIq_jg) zvvqbleM^hkzE9$thqy9Y3Bwlj|6a>>{H!P6xAf z6;Fn+U=XkG=M*zEg5Mf)9R;y1tk;F+r(sD>6lWh|4>oyNluTr9&Pok&c&0ul;qXwn zB^S-5{<_x4)%j5~HXBZ&cW87uup)PnBJXu{|j*6!G@`aF<9h$#_P#woo7#5u;wDzUO=KEQ2Shuf!KDseq~{s z``+23H2_|Xjh%c;-5|8is#Q+!<8ky#<4qyQRO`i4V&G_&%zfPCOPtK!)5N0x935MON<-T94)t7g%eCL+503 zr`FzRt8q8l)f5d*#=MaQnzw~uar)+DV9rQ%#lO@6xCFW%k*N^doT_Ci$L6lXHopA5 z=vCTlrA3uocQvB_CaZFJ8qCL`1yH!UV4axEp7+w^1y~(OzT;`OhE~f&*njAl`l3f` zSyIFg|2pHz-~LXuukCEmL;U~JI&uy9{ztxdV3v#qFVP^m=^C--Y*L<#0m*KDItx`c zW(R(moBqENgS&_Y$Kq6N7{146=aJ)mGk(RU zgYhjH!joZgqo1c+bNcY|tNp#gJhKY;n0t^}DbM%L`B?WjzaMXuR3peWY^<;jcFFbE zoqV@IICoN#S*`)BQ~zx?TP&j4^H_6$mG}zUY=L`Tl#o$q{QoacCaYgWyQS{c)G>LoR`&+xsO zuO#!-Q2b6_nB;Hyn@6SU;vHJ0HsUGXZEaP^KCe_F%X5x{aQsW&R+3kQOO$2ffYK zby9e?U@!)2%zD~cn@ShEr&Emowqvv`)C;A_S`Kb_@OS6fraUP#~ykO?TNS)mm zPZoTlJDlvb+2JB~D`_?9Z>EK=6AtnIW(>L;o5~t>8##)x zxDtDfy-J8G7r-m}&BUA@qVzCcu>n#$p|+I8sBxi|Ig>^N{Ou?UxW@*h!zvQc> z#fO_PsxpbUz&e=PM~{+GEz|BFO{3m+F(Vs+&ccT6+GX)mxCiht-lLH}~E~ zyC!;=FD`@YK671yia@Qbva;IX}dr;4l#AikM=i%K+k5AeA8Gd^ay#D9?N#xv!$+^=w z9K#0SU|9%k6m>6!U5jn8s&5dPBVK|R!fDx6ZlpO z>+B79`lxlIC>eK%KpVB}4XgiLQ@n)9PwhDxukStn{ z>(_~`hFh~wg429)<|}p>hYN?&?*w+u37YKE{mZPsi3xwOLJ!vHOUfQb?L)`Zem{Wq z@?7db@hmkwFM&XPQe9=-oAudewp1Zbet_~2_=%=J@`oK{9Y@4sG7Xy3{$({pQnYxwjw^=j>uWwH2jX9h`p|E9&{A z(hW%Ils-S}}8TMQxFK{Pl3 zw}HVAL!dcJHNwi%%y%E_2IKhf z+jN|O`TP5w9BrwantW(i`>U>=Kho$=IGzfZ+yj3ddve$M85)np=|_#3E8efLGADgg zH#z6e+xz(`#B%4V0{*q~)rdrShIzf~owoGJzJ=q-{~DfEx?{q#Eitf43rcBQ~5y>O|7BF9eN zm3*sB&9IJ-mlcsy#i>6elf^6<>9U(UpOBL&cBuEVLu(ITe1WfIf5}?w+$J%35g(n& zs%!CaBE*XL>m*UDqBwn*o~a@-#(%jQJJQeRNOe95E@QW?ZYd7EgOht%;Wt{{&kAEnP@C5ti+>I2kbKHzU~-}s zzp-t0p|l}!CF6h02C2(^Gkmja_5gFGMs9L7SA%8l`t;+y&uINI`@So7_p+MJf$qKh zyb{l73i~&VaX56(@n6pGB&*qUnw*4}b4mM()nS6M9_B9x;o~ewv=Q%edhG#n9&XkJ z{woiGyGVVxXt|ozEAfofJS<}7Z`pS=9u=qMZ?L=$I`z%;oq0Z?XD=hCN^^I-I}N%I zTg$UX7xjNJ^E4)7N9?-{0z>g=o%x%X`Bzp;b)?;_{GU~30uJ2ouNSqrQM4XoH>={q~CH3&W@^6;F3=Y+3Q<@bmOt7A$lsUVxon4@6v3Hy8xmF(G@&qJ?egAQi@ z)jSKlemc7z3eDu5e~KUF%+9U&^1j#lhyh1pV6ywod#@5!+2=Ctak%_%3@&d z5Whmo8fH9));oAq6+Em=mK8=U#SV*cqBPdMF7m`yjbK_B3dyF?R(v{MyRme?&D_(- zI?Wg#(_;r7=MzN_5)Omc6xQ!Rx)ox7YQ+2^Ru-~m7V>@>@gdg=KjTbYUXXj^Z}NfL zG3NuLydkFiAYx=6SF-fKz&oml7Q?VN8MyAD^90v|zry7SV{R3VkJI;Fvo6Kbk4d`? zM*U$po<*+Up7i}Tf!FOf8n4SG&;M5Z1{-fOqw3$WsWG^|K z<~3-v57(YBW;m1k77vL-FR|1ObU2kJSF!$B3``!wi?n(T$NE~G^7*qrJ|D+Usl4$Q ze*Q+Uo-CKj@h9uQmGv*?0yUboOppY-l4oeT##s<(aIIFY=*tjgixsui2CSAk)-^HzNl~aX**_&=HCJ|n=-8WlgN&c-=q2&}5Ub%S ztdlI zLiS}ct~bxWn6%xPIma`L9v`wx?wluM{RaNEKeo>CcXBOXiaE)ToAYyb7-fULZ}Fft zkiEv-jcKvYs{D%4-VpiMh+!XD2`}Uq58!YwOgRyM-V`A&!jz%p|4H=7eeEIGu>eb2 zkfj7Rmtys5zWVFC!u<*ACFj|2 z2xLcLvH>R7{{KkbOpK^yu1om(ee79E&%?~r5k|=clq{%Y&7CU1sqoZ;)YEY1Kc29I zoXMzrE&JaN=O-Z1%kQsf{39Gb#P?*iy`Ds8vu*CHxAvKOx%iz-;XC}UghdCF^efzb z45A;3R@+H35vmy2$`%g8>)0k9-hwZ|a%h z#~X{0t)tO$wR*SKsl(I7oM&TAb+1gqm0}`UK4)#xb2~Yboi4E@`QFZQtuf3vKk}ym zUY$v%+qGQEL+*q?>K$IATQswVpTej|M!UILWie>3NpR3Bav5Jz4DT z#~L{oe!pvv2}Vg?^R3vDx@o!JpWMY4kzxVNZ^5sA7@VkBf()}+C#Rm0>-r_=mo@tW zS`UI&vc?6)L9Qlqzc)E`lAZAr2ql|hc6+9N=Mv+lvdBX?K24v$#h_&TAHY*PvRh6N z$G>;8U*sGQ!Y7L~)v$9(+@m;b-w9SQXg*qF~*b7{RAUdQsEsw5oZ zJJks0LA#3AA2e?j(dK5>=*TLgX?hu)4{|k9l=f{{dL0R-;Nl$DNbN+ED@2(GSmgpz zoJR6wnRr3_7cs6CPd^w!1HIA^bG!4lZDhDb1bV2zL-UER0eSE6dQK%yhesotAL8Bh z*3U4$EgTQjCfP7jpE{>O9yVeL?F-{vYVOP=L$ad3K(71s@5pXBD}FLI4HJ8g@ty1L z3Us-f6p0FFihAcm@O80aIHtU7)jyrBf5(#S`r5}*U$fH<_*aoHzJp^2LcNK(Qpfi* zadWd+Jpwa!;prN_FoKMu;hax;FXGZDo}Vk6L-(r7A- zFLvd2JxLznS(lRW5>_2Xr-!Tz1C2M@-$m(P*xFx_#&47FD7sf=yVCG^2huOoCwuQk z8{rGTlL7ZxmTiDl@0fio7r&sD#{Y#Q1B0#xZ< z$ve*)x0csa{V?@ZCgRm%7OQ6VhuQ0Bd^(i>?4;`~XgB72Cz-i98P-ClkFj(9@Hkq% zLzX3MSOfoFXV=`r$+?$9c~k|`l)|NMzOrjCxdNt=ZW77slQG#evV&?qdmTipwS4_n z*cTEL-xn)$9iRI`sfCm*xb^7TO+Kiej4Q-Nd?CyfmUm)WMXeQI%vEpJWqYvWID{%KOtNtR_JS*Y334Sj@auJp! z3-4ySKMv&@Y_UH*E->?zv=|S^zhT^-9y?)hJgin@*A9&M(AdeDy^Urq{H~&PKRP61 z><(8=H@cq4>E~|jG!q&(h!n{Sk}Q=~dBa0|exPf!X>7NOeOnmeY5F{7tlqqQIT@1) zVmfW_)$<{%T0X0;C+{U}yi=>}4DHY2?^p+xLF!bpUQh2HxSYH_Tg8Zpv|A>QWIx7a zI-ZTwxjXS1He4XCY!l_)Vv8p1w9uHd$#GnhKC#0{8mCvzL518aEYBN5wl70hd zk?1j63`)Jqzj*8aNVKmYUY}0JL1t=B((DCaj(uNg|15k*8L=7WRVRDSkTsyoQ^uUD zOkF6VzU&Grik z$`o8>4u@S?Et0qA8S*z`iS_;~&lb5}O}*i*xc`jr%0@X})H)V=bB!1|>D^7V&;6~M<}b;r#qo0@JRXDU7kuzcZHjnj318jH zqjCcCMpkZ(L!a@j6=v-!9!_Ji?Z*BBzb;|9pRLj_<6iEWq)x=c?D;4@G=XmgKCuC+ z+51+BmaFk571qk*^>_4~Px9YI%!8ramn`k*w3x>wQ~Pn){4||%l4Ft>uo^m-&@JcK z^EvQ6)=$ooAW(?p7y7>=>B5x3#!GJh71rxS_FrM2{X}()|2;HX8vk*UPvP4m%~-)I z+uYUpqk0zAI;-6& z)=hp_$H+>&S`J|!kJx1OvM zM{@Oj4{O}aFYd&(iXvprPK@OJb^N@Y934oU8Z{GHA~nI+`fH!7n}z1fe)aXV&2IHa z>F|`5y`2%B5+%H_UXjwIUu+6ek9; zVroXF@XV)3IqKtvZW-zq3s$+U72CF}glOqd#%5tv;nh)l`{G-mU@G zvG2T}-8y4vT1ETrEOG`r9Ij7UtxH34y{|iH(34!RSigsmxT!IY;2-_?$2{`&*Xu;c zys3S1z$YVQW4@beMLXPEm`A1`@v;RUIg?$ATJus9J@vNs!unQ>y+ZU@jw7GpT>~E6 zK#aQ@*RH|E7u>g-!_!-^=n`{WK$0tAGai%ou|p9vJiuP(K({ZXYe4o2Y?(m2*V$zm zZYRIRTC3zwV)irM$&pl8) z#nGX>Z931p9;ySe=@W>Kw!*C@Uw;~IWz(MckzMCI@aqdUFD#yAuVL1vJ@DI~W?j72 z)kvMKJs0xzTVZ`YR()fv2T7WfF6YrSd&R#cNeMBpDGdwzKj%Sr!?_#_+=RWUL-8z6 z7zE>L7`c%D-3^=hynhqfx8dh5@{BTjsv{L4a|MmSj33ao#k-&Z_kDIZx&z6UTO+4533st|N?PyR?88^i|xnISbxz9RFz z`sWmVL%MaK{ej;5mlZ#BbsW15B;oORdMXAai+?+M)q=)Tklc#bW3|gOgypkk_x_oC;KZM6A@ zLSX|xn8hnkW#Mmp?m7?GSMvMs=yn$T{=o8_i_K}>`$XgFcyK!g7KZOXP|H2_ea1SL zq}|1txiqiHLKEn=kt`d$UW!&TjdTO6=6TZ11rokofcZbz@dZ}(hDh!>f5KNPScN;l z>2_@HsC{a@UBTNsk$fuuJB_wgaW*G`4`Y)&>HL+=Uw~0jUXb(0;bj?itPRO`F<^+% zdeEgQKWoI^2bt{@R?hjC%Xo7t43{KXJ@KuM|DI(34$#i&(C77iz(_f@{v0f>pl4R0 zR1i;aq|2l8bm3zum-sSs8Y* z)jRMXgwe^rT9`IJk?uO&PPUK7^voH}AH=w1k*yAc#Xm-$YHXXBeJf~kV?70=&@1f1(wEUFkWasy4-rop%*OM@{t!u%04pgd;xd#sa zOuw9HtV*Jtxb-t+lEddENOyrq2~p)z7EUIVv-SSdS10;pSJ56QeV~5@jCqvxZxp+( zpl7~$DKa%bQT&wB(19;-6 zQc+YgYal722#tm^HppCQP|`r9LWokKk)jM02}LR-N+d&(p;DxQB25Y@%9P~!f4=ws z+~?l=zUMuA?X|w^yVgGMIeV|opQ&h?wN$r@j1}~`hE18_*w&FTtlSBMvaHL_cyG!| zxklZ>(ySf$k#0}>JIYxt*qk||=aJZyyt+^<4e6|MdsTmH`RXRxv@vr1TyUK;S8Tj4 zVphqBi{O}g(eq@wcCB~1AHHX|vPmS=C-F$W>q7UNNco(0Phoc}791f~ zP7sxI$;<4g?9X+c4B8A&m&%t@=-AZnUo`&Gi1C}xo`g&{mgPy}czqs1lP!=K;R>ZS zRC9N8IQBk>&3O_xju#%p+hgdN+Uu2^JBEfo>vg7AmFV*{DOsDI>XE77bv0jAlc&#y zQvHH#)n3b5^nbwbF(jmV@*-?JjrM);6n@ktwTd@~eMP5BF1rxES`)aO&Y zp64~?eVVoWWq3FBWuIkNu9YgwV1>nNRuGPo14fFG!rH&4O)FBflf^U)ew__pvFT`X zGy5&;==$UHUvxbRk80uU541WTXH)s@AbnrY>tmr)4MwR_mO7TdL8BFh>=H{KX!DaE zPGwJar??jHO3?o?ENsEcgIRH}Ge4or=X{)1tYc-XE9iF_|IX#f{rPPwOTv&NL}_YR z{Gs<(X}Z4%UdelF{G|5LZ@hRB{c>HHJ141>{j7YOnqo~b{5je`COUeG#2&bJQ^5$8 z`gEDGvzhFxeVXgR)X*v}!>rIMtGBX3EwdK0iuro48e{SWxcQ?TTLVinhovGEkCWT( z(eo5Xvx=q*Y){AEGTvVWhp}uu89uo}`>+7xRmPL`&S-|wJ=u^|8WrUG?PBj^f6Kz> z9`c*<-wEu?im2MO*hyXmJ~|ZcSu;3NCL2lfql~fl`Sz0fBnQxPn2{@YwvQmU0sW73 zWQjx@AA0(sZ7MYfD+NfcDMw_${A&4TtfVa~MyLajX+d?}o@6 zec!kS1G(eS5qFmIY$w^bI?PWq_U^%@tLUG){Mj@6SQ=H+ z>ku(iQ*2!5jNI|heUUnFt%YU9@V^l*SHtX!^}XHb`Yg& z9qVWmsv+_+&*Tha?r03pGoE&|y0(G7j6pS^{t3?B!jr?v znk{c_(#ujUZxMZ^$@zs(yTWNB3Ax+)Gi8g<3&>`n0!&z|a71Nu#b z#yF9gY6Ne{2hZ|hA*|X$$G>=HsrYP3!baYI4@>IMF00lyit{3T_7B^BGMc8EYxa$9 z37hPdk@;b@yuU?s6~X!1Je%rF+421VN0;zXc|B#H@{Zy#`(9+eZ7S~Pn&wIV%S`XA zAZl+kx{l1{&d+|X`+HZ4tY-@{San(9W6^mGWUnoFH3mys(W031vWG-+^ds(a%@?WX ziqQ+ndI#1|$jeJ%z0SBjgm<&TBzJ$mhUX0;Xa(;70ryq%MOXRiNq)GA?T10DI;%g2 z{bT%}=Qx!xBXt2%Por&t->TxoMlCv%xR2i153^6fD8GX2uk@IjB$2(L4(&qEx+I<@ zKimt)5+oOfad&6lt=%fT+)2(%2vrj!Ux}bZ`mN4tq*dl&F2U!EjDo4IT@#M&u)Vb` zlBdoy^tB&PR1xWp6lA9L~V8}842M-Wu|;5c$Ae7`6QKjbN6wx7M)3{$j_PK zcp7`(5#fh9KPx*Q!M&_k{r~#yTb-R*8IKs_v$m-ZmR}?@U(LVSqxx!^W=&;79Q%|f z^L_R$$mQAml{7s;tB%?~<-6}$nDK#(n;9+nzPFlZQvtt%Y*<-#$V#(85bbYN&Rm>p z$>>4T$7!DZ-mYVDo?U-g5b0~7nb|n=<&%YaxD+G%d;Jdtb3cD0eR24{GQKmPm;clZ|XX;4g^vq?*d3a zuhqY7&T6<8e7i?aHN3Av#w(cqkmx(Ez$2ZpyD%%SF@~C3>X}-P=ZjSw2bqp)ZYL$#cu~)l@Wv?YHu0Np@z2Se_ql z!|Hr1PPLX)-sy%NZDi_o&OeI0%8(dHa#=i2KJP^Hvb4KT#{JNhT~_pLgZD{%dx+8D znu5I3UHju*kEhQ5WHB+0?H%CPihg&Klo^UG;Pwegso}mC6LP=m61`WKZBCF&HtD+t z<{ZHG<@mi_bY?!>$JpLjHh5m|t@L&gdou#3M(Q8paF5u{9uxQYWR6@pp7)QWSN5^E znbZl64;J&&_`Ds2j_0#q*ic(vnFsujPa5DrMHr?Ydu*)7*6a$~8ov+M!**VTA)PP&&$xifnbJF+V`Ygy56UEc$vPkZn%I;^dsXTUW#M8^=$1@5> z#mhy-*ZjTCsP`ofCPpTE-v;OOr^YMjX>}5Kqa0^C4m((&oGJ#%L&-GyMPT( zLUBI3*27`FBTLB5)AN61+tXlh5G{N8Y`WIjd#)B=S9i`bIB$pRd^x`nz3R!9d3IP= z@AFuitoo7bo|-(-O@yT8&}(9@BNk@8Nyg5%G5<$LTYG)6<7L>I^$%Ob-ZD}SflYRB z8Hi_>XgQv|C9YwgaCR!RG=pSx9WHMzz~IxMUxBvS-E^5AyYOu0T4g@&0c`sYlB@A2 zRZz!4t1ez;XQ*Fc-;f@w@%|-a^(_2-O9uG_>W|BvsrmD^9GLs-YrK9R5106C4vuC0 zR`y%@oPE!U$2`@Zr+q1`yFi|t0*go3bQ*RofnUbc|B+ThpZ^(MKE%Yw#X=nnS^&{_c?O%`er_!V*)XRwU?7-bZq}OI=D$MQgli8S3Nbd*ACY|&;TDyZV z=>vMC=H=VaIi0018V!nhe-wuPE}wPQ??Q-G;Lou*o9`4)(={wiuI>+u-$^=`->UH0 z1N6@Nw{)ykj^H1bm&x)STx(7a~bh;i-&LMF%ZKmMl zjc^YCC(yDmc5Kss9cYbqHIru^@A2U*sI7H0>s9aZ_hdO}FeWZ%=^HFf?XtgEe<$|d zK=PM(xdF?*hG%L44a1o2BIQx%_JULeJROOT_wigE*(_^&&f@hi_+uY@TH$MIHy%N^ zRz7_iev@gj4nMo&)=a)xg0Xkdb}rqQiKlh4RPJ=&L8C={P@3iUl9@4gDHMle)=F3u z*Yjwcc#n_Hgh>T{tpVdxFD*r za(d=OW~IzGBDx-pvZv|SICH307ec!qhFl4w6ZoztMwNl)g_!h?m^cd;UMBTfJgi5< zc~E+he?KvvrN(DDM;^i3ee61vR;d|tH{WN@+9>gTF*)mu6w`Pw-#06ed9`eYMkX1|x0c_J&n2EbspNNefUp?XRkxRuabj4ioS zc_HuQx%n<*PM#i4FZgCrSVWW;>CeC|RkynH)KXR+34yFFZ>#M$JU7eH6*Br3nstz& zhU;lAlr!sejL6*r?N>?3o)DYytu?JCU}Y-^e<~+tADK(oIGw&vL#D1?QweGoe*cX5 zBgE%cc&)+aQ~aGn*QaF2tYdx#7O%=pC49afwv&10YZ#8gqw{3gd}nyUXQ^`Vz0o7J zHcuA|+4o?)2z$)2cl}?5ac$sV5{njN%KJu||)O6^suN&Dn zoo%C7)Lz`oF7R#UJ#J-l=Aq@8;R5}Qan4y{?n81jQ+x+4|6*Te`Zd71w`qKcSgJv@ zC3GkSn_D5<7cwpQF8h|(rN^auD&^f>@^()sG{>~Y^4nP6Kast6iJt@g-mBFPJ-r6W z?mWF#|NRQ?H6|j;v3xx49uJWZXjRyVQ5a{g!rj!{IF&C~Yw@{JJ(U8krNJN0$iC_s zZz>Luja?_ID<&DN)6yVPO7Uyr#mT89bm!KSj9IFGcsc=)#dmTRBda@ome1f-AC zW9AuOLjM!=pB;ZrrAbq|m&3;&$S5KXlJ$Cvg<~DvM2qZ@+8UZQwfumuvs=e@7-jd$ zqxIk2weWjn=2_V!%(z#Sz2MA^JeBI3_wY(Zx_5!shL4v z!x?w;|2k+*5k;?wiH!xBKlA#QVqF{g`Y^VB$HVQ!TPIlez>1!HagVF}k@QQ=%1QF; zR+(wOT=tF@7i#;jNZ7^Nk$Qfb4V!3_83PCCZLYlY1@_M2&nF<6{qeH%_jg8&rEDh1=kYh>kn z&dm^<46Cf-d=E<3vFcrTf6Bk-ilnpfCi_s&qr*U6$lQ%RwCc#NJo$W9UYtXxXJp() zbm;)U+v$-iL)+w+7W|xNt`F#EIz38?=b?1}3dgR5_Sx8T7i8wcA~lY4?Yf)ox!+kE zQs-h?=5Gz6d1E$ZzUQ$JyNieCiKGTbfns{gt|V);eu#B%Lb1QArJXd)p6y$;$Wx0S zAvuLMHUi^8p zv$Hm%PQgey8@nd*_qTf7f`=bEf3lIOg#KU0(z1B|4Gn9{5xEL{S*us+nDu)%iIeTJ zLPME3b$>GV=NdW>r|D{$rn4+^F0|J=l0DNe@qRCl|A(u2ZgNOL%x6CCxjaxBGA$ue zNWTj(^e;W;|7ql|GD4ipuN(Be3vS=Qst1|(^ZCVk{(?uQv8k}$@{Rd1+N~(iDYLzs zvt<>wY+`$Mw;w~3npn1l#KUmqIR42>o^tYHUp=+u`Hy(C3=N*Z(--*T8FK559%XL%AWAE#Z` zKXl@^1H{nXI6DMxU*K?anKe&kGiqFiHQ%zRJL`x3|7%h46-b(<_$-V$A_sX)6nsD?5+W)Yk9LT``&i7lKaouVXi)o zq>kCyFu#V?y)b?c?W*A87MXAqiyN`;Wp=iLMR^w1#LD?tP@0C*eY?mvv|An9NAoH? zdAZ(4;!h7qd~dYuMdR$fT!Ou2;FD^lEBxL=-&HWnmHYyn?Z-FYk$N3=W{26o*tU_y zbw&FQdGS?ISVGjN8eP^-9fxgSv1AI~+)evD!MvJ<&x)D7e04f44u;BHR_qj=nNge> zCx>e_7F(wAM+fnL60VhlQr5liz^do5AbUt&r1gtz?t-zINp(9Md&mv1Xpw!2+G9=w z)^0Wm<@(_Rc>Sx78(>-mN*~ayA&j=Mr2{?Z;ZZHok!rhjp!+)xTuJs!mZ!#6W}n>T zyjikXt|KlMd#MEb7Y$y8a7WDjgI6ELv>|>+LTMq4v!i_OYq!S98(Eco4k|*THw32g z&K0uz5`U9TPJ&D~nr)@&r!>!wZ>hDM9lF=!$VT{G#@o-iCi{Rt+Owc2Zm%LQ^CJKB zNvgUugGK60EW@CW3b0!&2R4;aQ{!wA@6?3jhmf2mjtb*RHU0fbzwB$iQD2$WKhEn* zwW!DP+*uu05FhXH#*;E*)(e({cO$xG@5aZ;znR9_yS@!CKPhUKV^_X?6cK@wjT}F_ zeyRq)v$a24#62&g-tDZtIFL#(xzk^Q9rLhfws)zH_8Xhdbfl1+^a4!3=8<_YE62OJ z_CHAE|0HS-htGEqO?K+%U9RdrgWe#FxPv{#F{BWiD`S1`CFQBg1&T=$IKOdq_M^ z`(~I?nO6!sGg)v4JpRGLcDVc*%$tkf+|O-A-z`{^y2Q7Ntx*`3N+v6`sz~<-u{~?z zvJ!4RJ8D964&++VJM#p3<8pmCjKIYT>gPy)ngz4*A|iXh=PAWI zcs|D&ZG5}Tee5l`n{OFeYhI2IMnmE@vc6|m*5TB^+;g;jlf=vydezu=J*hqLuPSeR zF2>sFZw+r=PV#{)T`s3C!Jl>_{xbh}7;S&R^TDv4#iK3txPtYWC%G9$U*q5vG^xXy z&yCh!V{>KNe+!S-VV7CWlf1jo87J^b6U_ceG+u^RMdX*v0eFSnRCy2Q_dqn)IXlI` zZM>1uFZYTEiq)F(#V$XYb9o6C974N3a9IwABW0yQ^77?kwGAn`ZXTiUDO#nrPO5-i zuKlw#N(GHv{X8M+ZsptTOLL>h-{=1{)~428)`iZZ!33;sPutJwf0rEENrWA*^%M-t zbITj`@c|r9&`V7^RnfKwJ5ycjSP`1qPR)4lTjx#1?fdZmL)j)fkN=CCuk*zxkj%Bx zyT+~gqzvNUl19ObY_EsUmE^Omy}k`{?Z~)RA6N3yL3~z4Uw_bb16HL@dg^SZ_RXgv zCKV6|;QT}Id)lkxMay%>wOl!7ZP^Hx7xr$4tbLK=nM;=X^WF86*@MSJV+ubkW`8X# zebOkE`E<94mUZueia!9WBUxwFMKXZ*gS(`f*uRqbgI*n45{x0}m zieb4={}OMUj3Ld~-yfd;L9m33l=`ZF!XS0n^8M^|+V{qsYhhSTludU0-GVm1;$(dY zJw?xH1ttJz!es}UWakvofG z>vKN4-%qNe_II?B?0+Q0Yvbk(G;9u?m3saaud78dw z*YfKVvfVjl0m3kO? z?zK+;=V4c>D_tt%o+=6(K_So8@~q>if)+)^S0R$K`|&=yHDGHhu@;3;>Ojtbbx*nM zGd9l?y^DCYuU_*!?K9bMB%ZC{lil=wo$M(x!BSX$DJ$Lp%VYI+Hnu+O+Hnw;Jc0M; z`*aT(zdAp)RQ{o1cMLh&8NbrJ7n^>;>n+%kdrPU+{}5*7dF(h5y%Zx-aq|>W*hhqo zmRpX{`>%YT{pgqA!~XhgiMvJNF;DMZoim>o3qi9Eo~$x%)SyRGjLQAyzqQIeyv*m^ zf*IdyneXnsVR58*I|twQxc-|a=CZq8_NmT{poy4U-zRUAeVK^=j1_qfnz^IdBmM_y zHkRA(hG%^(j&~)LUC3AB=o0$A%ZejK=4?JJ1hbR<6sLI&9L?U5*^i?L`H8o>^vXBJ z?B|<%`dMLG&+Dw#ScD6=)9hI-GDH7Ty^hDB)THRok^>wq%<>DdF=NCPEM4ttC3Q%8 z6^sFENO?&fzMe&$WXM18v>2^tYrj|f;*h0`8{_aa!0%a3F{!3l{@AvxSRHx!KF zKREgv4`he>(Re+IPh0SFDzsfd-UaacnLq2gM*LLFMCKR9H)1;(SKFQ_vWALWQYb@ACJ3l=(D9UB(qzylUwRY%w$8pdFScG;ZQz;Z{Ks~w`Auz z+-LqShWZl_twmIJNk14n{t;KHD4A>I*~XDvjb}E{6Mois z_Z7TT4=#*2!Rx)SorbTuZ@dt};#06D_opl3(1q-{n1m;2e!lj{%L9+mZW*t??B3fKuq{fD`(g90 zc-`OolSI#1yz>IPk745{c)Obwsfx4{JFCiQ%dujeQEUUx{H|3q9G=SJx9O7V^vmg8 zAHx>QU+2;B78+DD?yd0uNxXcIMf>S}30bG;=V)lA+RYlVJW=0!cx#0|-;{xR>f=ok zj*w@w^6zxVuXWbt(D?;h7s;6~$_1%h@SxWfwEu=L8j9%WMOZ(mbj6qsB(2teJ6^sF ztGZ$Iee}!PiYsaJqE~r>)7$avU3MmXvpeDf_KkL>Qd_SV`hOzU4%JiE=H$s^*7RKg zsb3wtNPknEUqw$J^JG@^rDE|E40^=t$}F3$_XF@R^)!kbRW7E}^(19~)z*;gMS~N0 zwF&msz=^4B@9vYvGC*Y*-Oa|K^vynmy>PLc{xSn`gtlix^j|&aTCEEoXYEld7FW}L zJgxq~gJPJmnk7S6|G7_}$IriwKFxiedNM=xo2sj+&sPh>kJ3-Z&XeT5W^9=(PE%#) zCQQhFt|vg~Ryiu`BD2qEsyqyX-Z6Z2D%|^ttj@B-{o;D8-yU@RO^rZ{Ypw$)Zm_fH?@Yn~L><#&x7|PtVN7*(8m)6o}f0hhkN7n6r#=_$8pGceI z^w|YMO~w3P%qq$^1DtaOU-iMVnmBwh8&BiYKKdBSj(iv2&GHXqm1VTZ^Zdf%>vr#U z(|kG}-Ob_y@nQ=7zox@eFw6J#A~=$7wpD4JI=Z`zMV;vLiI}@zWTvK8DiH1!1-s8@m2XHy&Y<9dSF6JBjpR&z7@i>qN z`--LJ*pe0NTf}B1ZLp~m)?bGF@rT{vnBHbTEaBd z-*Pu$GBF*HpC zZNr6XMyW&e|DybV3nX44zZNZK%NE5%&^^xnh_<`ox|61tlag-(WBgt~*F3j4pAFCP z@qs-56P{-kPHFGP@lq<$Ht}h8I%q{g_7qXLH8Tlk0Im!Q2)jim;=B{>c;O9n=n$IuoNzCk`^&d>J2y2w zr~2$4{+@1ZDMgR$GW!Cb{D`TknSCUCzQfsfWQGO$YT}wcl@&8*Ak?|{hBUa zz4}EgT<&{J)*{ZMyTC2aqP zm4CwgZTen@?T0$AizD@6w2B?y`)%WD^LG*|^Lss7J;3KnT|Z=prOd890(W+Z#+`ay zFB6_!Faq2t3iCAXCGTF-I!}2QdRK|wKN)2+cjFseXbrdQ_TCvx=^x zy}!~mer9QB9cx7#9P4)&yr+0STqJcQw*&lgKe!_NR%qK4Q!;ZQ`+rt677V6UzDfS9 zhdbqjROidu*|MaxmieYaBGtk+<8*(>Jtn&I?4U1Jx0QXKaaL;?eMKT}j9FRHvBCLeXpkC3Kk>rn;(b5Xy&@{6L!=%5pCZ4W%CZTt-o%pB z>YoCOyGZzpC7IvFh6%|0ls;MdG>_(3*qz=p}N zF9y3YBB!TZH&2#01fB=UD_K|YF|Hg!mpq+K9o1JLH=7LuXkK3?E#Vrju~)-gjb_!r zJbmv6!OR#a!jcp9wLmtkjx)ue`k}U4<>MNd(iYp^#^qFIo`cut;9zmN@>%DfTX5!8 zIF$RlgXwoKEiX0lZPnMi{Plz*Sqpv^od(J)mqO*d1W{X!JvS%axQc>ww@q4oo zvo%JxfWaI;i$%*!R$R|7BUyS4UBA;?dz$uv$A2==IPsDvP^I+Wm$ua*G=_|++LjQ< zGqGj?e`Y7IKk;HRNu!NPxA1cIpv+F_?~2Av{QeiamWtp!E6s|~lGu2oK89oeWzOnE z=IL}jjov-6Vg#SvNWxa*+wb(v?kDx&{3%xSVeQepeTTSwK!1xcYaUcuTHww-Tp zqrs=_Yb6kAIppCx1)IbotJyk z`&&I1hSsyZcAB#f$LwD6PuBNk53*fe?_fb{J$?jVeE zX@}OCO>(32rqXnmzOyIRJ|p~Ba?}D5vejq5;$cI5eFN{~onJ(*O|6Cl*)R@{5BfhC z%Ri*u`D}mEXgtCHW7w5ixJQcXWVEGpoXy(R*jN>I9gF~fippAg+N8fcwJM>9?X>KN zf47O71L$);&s35lUghT%xcoXKU)TCgI%nU=x_DaFnYl-QGUV5gI~Q~6vGo+^Rc1#s zBSaI-D9gg^)N!;UHE^&w?*D{$sau$*YK>_7q7mgQo^R&p4_@W2Q*E!ZTh?~Aeo5zh z^!G8oWG&zSKe-v9{iWJ(BRl&Zy^U!*;CdLew)09UIvq*3E^_%=EZPR!U-Xo{VzN5z zN<18oW#2&ZH@Lh(yK|lOjd3*fJFb^0az|_ukN*whW8~~-jm^7Bc|vx22V*;sp1o+_ zkj3`nkI4{Ui#>Jtf1pHumt?+qjq27Vh8~No6$XqCsoGouRg<3^u^cJP3iGb4L zt~j<|1CR4~=rl3Ci|*M?sIyN_6=}y{+e8|?EU%@)P9eI@lS?Mit|yOWMp4#a5)UN%k1-bFmrmcSKb?>H-_kR7Os?AZX@eXh^H1pU6GaN0jUA9 zRIW>vpOc`w%-K_2o7Jb)Ij&0f=dJ8`a0i~=&FU78zpJ0@44a*~nqk*vF zzo&L}f7$PQ`M)m>Ge_cg5t4cw2m9;azXv}OXQl2orHV~(&$Oy4kG8p4fWwpgpcQ`A2%T<0Ynpc4O^Z3-3 z-&*m-$8?^+;`@va8CO#+t}0#?*S-;XWy#MBiMw1G<<9TlIFZ;H#W&^j)R0duk{9l0 z_c^>UP0QutVxio5E1f#)HMK8x>i1koU57XE!@=@pR#LnJox53;S|%4^b|IL)1Ia&J z1ukLP7Z~_2ejMsZBmCl$o%g-Q*#njR*AmsU;UeG-c+O>#KJFN zdW!ro8W+FPB3@|E#$@wUQr}6}DI#!xjL(|LI(*rRea+;aJ20f07|Y0ZulQ{3lMOV= zs*1}oa+5r&eH^;1QAigIM~S zX8YK2i%9rSbmWe7R@UVnUREA0qur5m))aa?P3Obl(Na9;8a%t#pUFp=nUs1rL;duj z_x@!336)fvcoc_Io$zFQe1YT%^5Nk!)P-1?nl~TPZ7fct?&|+Ye@I^Z20CqJkY;>6 zUNi^wvKa87b{k~etaES2vn@qjYdmVC^|y}Y+iGgTWzyG zcxMyU~#H3thY0s7B&Bpe~BK? zkX0-3#VGk|I0W+hGW73c*+^_keUbUD92;Qu5T3i5m)?Wn;d=Q^=KK#?$lFHSU zIYb*`&6WDDt$i7-r(xMVzWj$pe>p49@bisir1pz>`2#X@54oyb^aI^L_Q?&bO5K!B z^qIu=nXV~v<#G;Bm3QtfFrLY>gPr@iBMV$lRFx|Z7xkOuuV0K6mE@qEGUY3@U5W8o z0e=szp601U)V~-q1fKguLJ?81j~4A=kv)5}YhqTHWW~v|nP?gV>u4 zntQ+5-~D=;kMq8RwkKo2CawC2-@!(?_Asmli~YoC_V-%J|Ht!JR$0uz`X5A3p5?sH z%O}(HO&%V}-bW#@SN~%~+t)JNK9QU&{~u-Gdiq-B=z;Ri#o}f--6zrfK9V~4e4ugZ zFjDrhc`HUd3x!4UQ+B%lkYBHY>l{(Ao)uNFp#@a_rq={omSIzNgV;&;8ML@UPbZ1q zr6TM%qr`{UcLeq{gGw>4D>^6pf;H!#*4Vns$Ww*&N8@83`pzaNdsb$BR9z^S(#vf$ z&p5r6Z!Tp=)-hb5r}ezDk{#JC@Dp0B!``yI(T;xEb0ha1PvOI#A)BWprNzVl_@#op zx58NP4=zsk=~Cmt6Kwc`HJMkE`(LRT@-7~J#)dBnGGCt1ye00Rhv^_*&Dw$zq9#?Q zHu@~H)AA%|1Kbztc?`YFLGfBwF8>vb#b%%3U`yfA-BRx9@4P;qUIj{uG=j<5-`9oc$UmWW94~HoS`S*NF41@yNZH zH{p4fp337$>P-LX?`Bb3n{Ke_p7+Vi&p`A#5n9@r&2i>a9_*s;U0&ttAbXadC1$=8d536Q8{Zy-M`JpE zr7&wHae`Up1-Z#Y0H!=AjtoVutTk_O#m|u?fvbWZsMw>I~k-I3F z$+5oRsxozbW{HDsxc07*|1a6#XI|KjcljpzivQV3Vmt3|A@f2UnoG-i*j-Fk`Gu7y z@=$x|oyp$pHQbu+chM*Nu=QfwB+}o7PrmQ8B4InMvtRd6Y&e%MvwKiGS>PUH`366= z<lGaRM8>&5oP7!0p2COh;`$x^zhYHQ`u;BFGCz7aDG%^hF&X?{R}GnoQkSnM z;%qbCA1xM7=Z|MGeJ5n5z@#6$AH=29eA?#hpXii5g~!WD%V@Gn-&ea*yoxrX*xFKG zt9f#W*O}##-L)!;l^Q(*Ik)BXc!`XxIGyB90hyKaNw{iS?4C(K}J^N2(ozYO)_(R%N!OypF>^t$Axk*jL zNiA2~v*oXOc-4@Ww_wpm_ciA6T<$?+Ep;mq^Di`x)mtsTSWNOFxvd{&?9?hd2)sy- z9y0FlWIqJE3;Fpd-o3sczTR{dbrw$CC$kJ=cLjgz@^5NEDAv?#Dzd$TQ$O(PVIt)t zD0IPxf$XTIRrWDi0F`k#cpW~cQbkP|6*2xCB6@E3TbdS=^!GT6?{~Z!Tbr`~Nl2!W*O1@VJAahE3-M8Vc%KdZ%*mV})*InueQX_s z6EoclXbREuS^KtlX{N92aha8N_rN08>xZ&>lQu8HEHh1J@kLho_7)@i|r$5l-9IdkA zr?Q7hYNNg;0y1}am^S@snk(JR708US6>Qnx@tLAO&n4&a<<$@RY0vA+!8 zlG)@H#N)C4rl#XxWQ=CtAUd2YN6jn9#@S7F4POp~NaoHwDWB{oCT95bczylC`k&}@ z0jZ~8!En(tkrrD?|4)?m#pg1t$$Y5CL{w^!OcKYb6thU?s9;pM4YP`{aG`eB^XF9l zoyil=uswAEmf`kQa@|4Vp|-P5;pNqs*G!Jh3eer!W-U!IxphUsmF#)^awx0chv6>Q zwQXGsWq#m2&Mw5S6ENl?wmd4omC(-s{bx7V?19vRkBT~{xTC4*8vp0&W-6VEIwN&t z8pA51%0h@_KI>X|{zPI^@tJ3emuQjeu0CkkJY!p6^m>hE&G;sJNTp)-86;)rl`6E!=)M4JvYX^VIGVlIe}&3< z(909kJPBRq)iRj8rrlQBTo2J^tlvZT$3@9N*VLQgu!3)IbZ+)gXbAhmSw4}(r)9=e zL%5BG`^3d4W8uTlXi4Yu+5R$ikK_9>JTeO(2f%wRzV1h2KhiU^_ZD88BnC&wzxV5T zsBG{%9a_;Q-|BaWqltd|;_)0_xL9v*`LwM}d=+dPI{!la$sF(8={%o=i`elGpMK<6 zzWZl?uovi=^|B*roY`E5@OTRmxZdYo3gJ4r(w+Hyp^g}RajjZ(!WFNaT2mm(Y^j32#>7MD9)#) zu=Y$kb>@xK^F9+!&1moxepjU7Bi^O@%%L>RUg)VAb2_B7+p@VJjS>n~z!&^J4DmMyq0zKI48d%qgS#f>`OW8WsWw1n)FaQq2VQ#<5j z*j5e;nT`AAaRZGwb6j<9gPo4yI9KpM9x^M~rKqi;eGO z{LB();&1NXUX4c|v%3jRx8Q!(%&sz?93xZJ)#hQy-2tyxw4DUstZ+L_o5A|YI@wf4 z&-%J~^sj9c+{4yE?EJ^^(xlhMq}&&1D~sOEQ-6tx_F87&t8e|!ysot*e&)R2SXM-? z%u1#Cc$W%N&Aq!37ba-8i=3>=t)yMDP@HX1%6;%4H< z&th()&$8Y;bT{K!u2bJ(&T zmoi>t&HF*JPF?3OC-p`wEai25Esv2)=gJLJ*){+|*`wq5Y(7X&tDIRA zV=mU;Qn`E*%iqBCuVs)TdaBQZsldHM{C;OldRvs<3HNzq?-1RSaAcw^a-HMH^GR05 zwK0kp(#!tz&w9za*jv@H?AbL$E-Z>M^YoJ4Y>#2{sg7ME`;5h$mLm5!{r?ZPx#$0_ z@v;=V>ylU<<{O>a(fJoaKiAl=kd^8--}CA!EgFgGTgjad?Y54tbG!j2UhC|vQ*4E0 zyLhvsvs2|@7+l|{dG=6Gb;`-|(9h1z&U*J?NN4t^p5ky;&Zl`9`S)zO=xXu4mdz#f zm^-cQ#p&UE{0fX7gF~M5*N_Ds6Vb&HId%J#9T`H^5 zis8>o;-`Y1?vsb>%iUMNJ97aGYd=K(7|HJPKI=?o<{)mty{zHR8oVyNaWhWjPDW-A zO~Jnt^ppHwjwkbt=x4{?$E@FFC?R-wwpy$o*u68sxUvLLPN&yF!GQmoK(rSm}aqn7J>xfvgvCb+34wY&=Wdh3BEslnmM9IRz}4j*EHja=YB|gN$)4&m1YAG!o6nXjf9SZ&}tZ5X47*Y?hTQ*>+o}LmS+FvQL@tg81@N|U#-s)vdIN3+MtKcj%Gc2 zJA9lYG8fAsefV?{FD_ttQ*u+kt12HZGt%eY^j^BfPr0HSN4q;|_pmGJ=itALx6|k0 zJe`$pT_9ZrN?9SkKX#vkA2+e7yYn+^;}B7Ltei4Vgr=5I=Dr-LuT}i{ElV4~tFz-R zdHFdy@AK|{e}~dxsGdsE=L85ID3Y_fwx@pgX!R&m&SXpWvCO>eU9`BrAPaxOw$v(H zh}nno`UWG~K%Q;F?F-(d2jGo$o3*zu+qtH_J*i|S>xzg_>2=zogH zIo>(DuwplqCy;k8tR}KJm2;|-{Wxy!<>5L$?VZ5oM^X-`xM~T0g-Ub`~p_`MZIimdNJ4=vV?aTQL29v}g*?UHa-r-s#TBn%LLr z`IK`ruWFzkI^flrdTD^UJE44spRLe&jYen4Q7!2?ieKx9naVI-EXHSO|Bft^InbHM zGDDV0mEz2ZttA%r((Mhh_p!YjEIt((sf~NPzK$g62|jIyQ<>3vGVIstaUE%W#eHg3 zl@U|R@ctKgZV~gfp>Yr#+R-L6t$NFsJH=!_nIIJ}ZerC7EZ(Ev&7!uhpVX4+Cm&`d zVb;ynm(~8kjZxxmvcEO3x-N!%!|uxqd~>lJ+aDK8;_9LLI~zv(YmthV{h^#$jfJ)P z4PIZs>r6PN&PyqJX0}V}!k2Yd>qW?aF2~M=(eHdSj=jajTsJ=aLC$%CH(wN)we|lt zTW-XS&alW1XU~wEYHc-WahAL~mKGiLdLDV%8SxzGrjGO)Jg84rY6WCnTk3p_qU9h* z4#Lgs*>yLx>#*zr*CW{j=y%u;F+!!rcJ_X*Djv?DQR+38BsaUCZqR-le2y0bHDR4< zx4A~kT9=iqZfn%cQ^bH%RusfrE_OGTqPpT)z@&iXEt`$4yH;`)^XO9-_E4@ z(`-sj$>R7n2m2;E_9&jED(ua&)dtKiFKeG6UvB3AGxYMMD9Jv!gJ}LDw$&jab){|* zUr*^Zv6kATB}G+t%)E^6M;aUQbYcPR2hl6_6Nk|5b}?{?NK1v{>v^rY>{^8nei8Zm zNc~O3#d|7R{=A#FZ!_8+vafxokzTa#~QU`S?_ZsW!5m@^lTvufi$ z5%ect?x4|ESayvJvO%O|m03q4-*TMEJh@rUIDlQ}^Ia-BoC~G%;k8%XrbcY)SDe6a zv*3^_hN-RiB5cos;y;k6^8S}STLQJx*LU> zyJDD0T4wGHq5BsQnj~_Mu@)5dyukYVj_Jz1zpr1EjJ`3h$XjR-f>*c|!BBzC) z^7yg8K8BO?8NXf5h6`DiIfyfOIJFK^u`RRWQ!lAB);}y>dII|& zAhRR=diyhscgU%1tZj`+(g16()>eVQR4SV$C#X%#@=>6maiqquf%lHHuaz zV@-1HzxIw3z3-&Q?5p@1EvrH0JY(|@aQaH-$hW`q zMZ_aA<0Ljb$J!<=xS37=Is0chv7{`P+Dm!buv(^V0+q7t%YG$UcX9@fo#yr0f~>F- zv$DQ=Crqz`=}zPQX0cKP^A3SVB4ZJa^8KO;Uwn>DJzYN)$HJQma!Q^worHzu7_ZImZiy3*u5;Ty@Lfqc&DFu`&=w+*KcP`J6Bvi z!x#7BNoBUY;#%fiSQPbJ0^>SkP;)qEW!y*F|7wgb#V`ernHhNY)!pS=)kK|l2#Z^OxxczX$E-E3U@5cVbYx0BZvV_EvG z=kvow#CuSQ-%}NIm(25}^VjmqbNZQUbZO_D%k`XY z_FKq4zI*Vrt8B8%CspO7YJB~SY?bf+ncJB8iOG!Z7 zpojDH|2V|+T_Sa;^HgOVCY?jqR5RWuHkxC=vlx3MYc{cI3|@DlQ%jN`lFc$Bb2r(;@Y(3pSH$?^XT^ro^=-GuZq8quz0mTi;9bW`bk~2qh;{y zo%pyjuEeE<-j%}7E?AfO!d=Pg!?w#EU5t|l;A@_k9_-WCoY#wIv%~LA{Co~Jb{BP1 zG4v9B=bPC5{tou(<@$b;y#L^sb-DXQ_rMrVCp0Iz3cudx`O z`$}uXL+%~Egr{vGR2@6NhukY{DIzvD@O-!iPyCvVwr%hclieXhr_-yCDcUd(|W@yJt*#%}1_71_$ zC+Oahw~E8Q55)VC`Vy<_!0L3?B)&6Ca2UUy;p!rLul9n$67sUk=bb)%Ll)Z~hS{y= z8;o7xeb#hkw&O*{=@z0rBWc!IzF`d5Aq)LXax=$s&*u?roobvY$E&GNHcw8?-gF!J z;Xyx7$zDIPqZ-D)BNwLL!YrSs*7-`;cim;-k~pvjVyX3-RZ+S7ml=hr-JZNu(wU!; zl4lu%^n4YDWrf@=Ft`RUTYH_gR+-gt14j0N)Kple3eyO3vYvMw&wq~@Sp(A3r@zqS zQu3b`JJTF_P*m3yQ=g0Y&HBo2O4;{lgwIna{WplEuESjH9FPCUIPVtuw?BrImh%_M zi+79vhI&66j>G8my}VGF#8emjo|GFQcr@GE!0dRIJ_N@%cS&#oItSVq>jI5doATd{Ey95TZxI|t7cTo zdSj{X{)$|ftBm91z3g(7)xFEvcMKixbq#WutAQ3UdILw+z_gjzd<6dA7!@)T;T5^{ zDSYqC(tGH6gmY`_r5=9XgC&F5eT3ZenHJd%Wgtsa4Y&qY{Al#e_+5hr+23rQsLx%E zJLHvO#>FmB{(yHslo5LQzno=jWS+`CU+td71b?rTbN-Rb^1X4sJ~L;&ugJ@sp*ix@ zH)21}d&aP_qv$Jz2Vdf56F$oReKql=IKH-|=X4qPevvYSm)7FeZH`UBtZQY*4@Jo$ zT4nC?hdg-=d6%-Y2p<2yPaj}!DpY*L`g{5NH#%N~4|AY!m0WN#eobO`s>)@a_gESn z<^K!t$}`dI16CSSn&I8YG`fmS{dn(sK7N&7pNCzps(%%SS<|tA?|O-ltZTd4Ib-qY zKT>M&VXF9ag6Xw9{h~Iv%6S#E|A>_xwJF7CrS(3|(UbLf1TCtInl`M-v%mXDKbLP( zyYXXu$v#S3uqeCD_7JJ58vV97>Bs{!VAYPy*F?iyk<*X7GGZ}xp;AFEb!O*c(E)h+ z2?-5oF^*4G@@0Fx$-W)GiO9Bmbs)>~RK6+A=853nXp(0V-LS6-?;i$%_vyJ+rl~JR zvSRc^<4Rqg&s^cGt{<-V-u$@~pI&xuDh;kTe8NS@S#|HbY6enH>vRem#$#smIJ2 zeV)aovHw0+H_}6%D_!FE9A{;o-q&LINGz_Qr+nAS9KWou80hZ|3|&Ion$FICu+{YP zI{jXtQCWOFPZZbFZYnOH3az{J*Ns)*(|;L;e@w5^qBtu+Q}<_=Xm||b8({vcm>i>* znXVY_k;5P7yKiW693*OC#sMNJE0$W*={uRYERQwu$(MS_lb3cP{$jS*;jvfoIjeYA z>G6Czmxb0u$ZwJ*lQ;jyoNLAT=~~?Yx#zXd^MPC8*#Q@i!>Zh=tU>bsylO`8Zn9x_ zQTwp|XW?{LvX}VHYKSJTAiLw(oBm#hcWv?Ie%U0IiiR1_CWwxk$;xcn_vO*dM0^|n zx6rK+mSl}`IkM~ERDIfh%8NI6|EVl@3mjV&T%j(+j-yF!jw{)x-~!hixhF6}yS>i4 z)>-2m`3Ae1VqE4pWo7j?JU$X8gRuWAjC)u6k6^ilr}}#T1D`dbS?1lg#-ZQf^b|id z;P2D$E9)8?)9_K}WR=cjDBnx7$DKDombgT(dFDA#4_l$0yY+c$l1fIM;a^{WnJLkT z?Cj9=483m=je9Y=D$kzmSXEiIJUc$azC4}S46Dq^>#zSr)P6o&jW69Ww++b$xn3Fq z#WVSEp%&%foV&{Z;NWbZ=l(;gxF_~HK`c99y)W)EKV%Y5ch|!TxE@Dt>g=AS^|8=6 z8HUUFbD}(wJNl^y^%{0$pZQBjDhi2B7?e8ePqJ*Un0eG0Kj~u+O}98RJHwqV+voXU z?!RQms8rco!=gp_lI!0)#lbo@mezaj{Z`_KR$A2;E%oKbZZuiu_%UoR$AhG38kZGcZb~ZFdvm*!Bv>N)s@yVY#r^@ zM)Gp^FtdhFg<2`G+}W8Ud89jygGE+cK#^Lf7ESMmQ4yRdG7v)~ca|I*s z`+S=#uN$1bhb>dc+r!G~*maz%sk>oVL=@H`FHb4n64__TE#JetFYZ*w)l^HKqQ@B! zEy5F9F!?*$RlvJ<#NRbI|4RX`M?-E3J+mIYj9C3p=4c4}iCVWIZ74ou7DDd-cHy@- z@FgouUck`n<*uo$z6#r~XH_Z}o{8J3F#22p!{?Bb8TUP5xPvV}VRH6b`-2s|V08_z zuO}gu))$btMZ2~lI;-bb^Y2}JSDA(j$eGL9rabupyRQ>BgJ}D${Iyxk{YsPUgp(Qe zHO1yxyf{fdeOH@2kE_YYnG3U+#Dg(xCQEvWl^YALB~n?VsH4}qrpvB*XTz*K%+KPx z+*_|`G~S3OY4H#)oc1P`)yA^lWzFo%8(cC6zq-+79k~ySrp2Q2 zMfvDW)_28|@{m0jdRZ56m;b}){2R}%Bja7zT_FNKlq()&=ZlyzTR!cHk$rgbcRAuK z8DuhF9Z!$NIGjCihv4=IM;hZ!PZI8c^Gc&aHN7t5$2ItPZb2;O>CdGYnR;GtIr0># zsd95WmJE`4W)x(RON`9l>3xOR{D=k}c<4eX9;NkTewu3Cn#WQLb2mM&l_|4!vjlw) z#?S1071?KDU>mP4FfLSwfI#+UC zNzCutG&@7$i@)q8{h#QSu6)h6mnJ0LexGU~eu7Ku3tDjyf!FM5Myvd*2#anBB&(5RE zc=T_+I2y~I;^oWq*k2~AC6>+>8(ANC7jC|cXT{)>^{K;g_kCJ-gTQaB=tisA@@Sr{ zr(?dji`U>3<~*4=cz$yIJ=l&TOMo_8#sHqqAKD<(~Z^tgFDK zi;6M)Fo^{n*t86OYiRQTZ+r&HKk5EI+2R0R9!j%IaQaVHzoyrlWzRf$e~Glioqq2{~7W|zJs67k^v+Y6+x-NkP7W{#M@r6a0-6E0^#N& zBu{uQ=7ChVs0xX!SU;M-ZgSQVR`-|9szT%jNH@@`99e(qu^!zHmo>KeBy$H+VSWLv zf79wR_^0~rDvWxTf9jB(yOxc3FyDu>vU@RmvO@E7{Jb7Bvgb{0dF?T{Pj#d@HY6ja zGRkBYSEFyLE6!j~cC@Yp=hPR=t_-OkRb7h*A)c%BqxEzIw6eZpf;h;PZ`e_eoH}^; zDPLR&_sP6@8Tk|NV*&XW837)nXmJvfIix-Jm#5N*v`@26ZLD*%Yx1wqAL3_!y42UpgU%f9 z^|x4Yt1+poF*endvs3Q#dPueM8F<%2-^p_qh@?)?&-(ix$tlL(tl>OLAE(hj(XfNe z7aXm}`jg<0+RcSnb{&Mr%QAb&?E%Yc_%`!>`qKYKUjGJi6`eJW%so)LLtLKdjC+km zS9L;pSGv_n{vjFnE4De);qEoj?-Dv z&$xdQ6tfH3d9p_Z%xNl?Pt?bA{PVdZFX2FD4c_Pf0QP>lzHME<&Y*a>YLEcYL7K= zJs*R!XZ08G93e8YTDg=~w>!Ho3-^aX2R2>?r^Ed3NY0hAK~_Cx57OspIU06Z-MtH* zzw=s85{r{w4>#W6$JfN-sjzvXz?OcPdKX_crejO7x`^h5urH(MP`G6;+w4+Xo?o(~ zaDO~}h_%)6tsGRdj^!$LWGBBHd9UQ`<*PUWJLP{TH(wp9H_?Mr^ELs8EhI9 zO5)yAkgre1lk|i&LIz@L0W+9#-P;oIzR+8!uof7N102{mN3p9G0$Q19ik^IYdT})RPDRS2S3sJOs%hE*Bt)M z^=&;&xIybj@i(h4Ptq=x+>Uj{x|&USwwFpEhZz@AS>$x_-;In;+UMTY?<8DEVs;9< z!r9psBy-un5arjWRb}7`>9`vzy7G5dDkpBOFU!KSEyW zNdN50)J}`Vcu|&**U1(y^7?jo753^nOxbPpD~ES?(!7iKyU(jU<=$#!#y7AGi+TP+PJ1ssS zHnQ693$5G1q7x23Ad4IZk9A)CLfh)_ew$UPB%Nxctug&ESnShpQ5t3UmL{$*y86FN zWM#jLqJG!Q^m}>qAhMrh&5NfyI@?TJ{~A zg)=`J6Q{AH1gVdU*Q_I`UT`&)TFi%%+l7{?FnBah&w*&}J7jG7QM;hK*-r`fKOlSF zR**5)7BKh#zVA`sr+N5%nU*)=SLU?dE9c(E&d+>WmE}vZBKv4m5-quAyN6ZTZ*nh& z9c-MgD~{?pCr>|8t7124b@eunPHkn576tg`%5Ai(ogH}4MZ`1_+h<{X?!spO#%WlT z%B=s&rj^(|fcLJ)f{cjw@XX5?*BNU6N78-3eK~%A05_5bQB)Mkh@ym~QYu9mp`x^C zXjl!qMUpZ?X^@|!G82l7Gzq04qeX*~Q5tqh^7_9&&;Qk{=lMSOecjh}&gXp2x$f_M zU)MQ#YWJ{FQd2E=MoUGG&H7HY_1;+fJj+)w(y8p;RkX_Y(yS3n1=k}X_q#Y#Swv{+ zQ?eIlxA;0tZSIOxdf$sKl>Zd|GBjeLSq8-kTRZ z^>0d} z5ZeH)F4%QF+56)857@Gi-BWSlc=o-L2Q@LyYTmJoN4D12bf|s`v%Y%Idy6$>pTaM` zqGd^=ZqVjXGtM*So8Efg=+oD1eH|Z5Ua>K-n+Buz#JP(6r2-Glp7+ioM>3VH_OFL; zCaG!gv^I@JvCE)-CGE1WbB&p_4$n*F@9p|sOt0h`FHh%^u=|6ShmfESt&&kIdp7b8 zXC(g~&Ki%1-oL}Qi2nM~^BQ*PNak^DJd7nSpjWaOe(CSL$84l^)_~k>KCT9t8v4px z({Ba-HFH+-tIroZ zR^m_ACLF?EJ!zTBHQD)_cr!uVnGM$=ejn`GxAk+OHbsoyh;?$GlPpH{%*vmTYKU`v zM1mID?ZvlEdOm{vQe|td|FwC0cKE(#?h6-_n={o;#^O|A_S)s_%jC-Xz7O2RrAA1w zC})O9zQD#tFXVU!SiQm$$;Q81o9d)n!oH~}b(*WL*LF2;sS4Xce5^h6vqCy|cg2m{ z2$TN7s;tx5!4I>-FwZY5q3~)WG8}1~y{_r!_bm4v z2b1;<*X1s!h&Z~04^1=n>5xfOp37DPwW^NCpNMEh;FWBeWYQbnweDASij4`Jp( ztdRY|i}>7TKgVhPqJG|RUopt&sYj690*|mxa^!spnIEzKNOGS~^KE?S7-t^fr+u;L zH2&KN)Be=Y=eTPdzB199PC@gvo8uQK)y zy{%;3|KC~mIs6*ZeWQq)%+{6IbsOI=FDh3Niw~pIE$sUhX^$mK10(ccqwXTZ6zB6~ z`D}ex<{j^owyaHY&YuGd#sK<*(i9icPDI#dX_}@Yd!8wr zZ5H_*-{*=Yt4Tft#&?U=&xl(kcu+g`XvQ*~pm(4#v&Lfz#ylyC{8u@ z`N`Z|L?5+9qGvFw1Ego`eJJ1U0=umLeF^5DlX3!%T&PVytUlI^a|@aNCFccjYQi!< zldnE}-xqE6bLC1S55vQau-xol>Y(LKN%9wEmF6k%@93{H*{K-oG@!{-SbiEtybgm; z@hCNy&e5hF9O^oHuE?9Wi?3jDB{F}kmsD!c>coEuXrU{W^%H>q)Uy#8}Ca*~PU_i`;!a$r~=ff>W^kLoB|Z6(7U(e5cR4o#H(C za&2$G=!sAmCkFn^PA|i%usf2ANuI2l??CH(tm=k`&y!=E{xV-(3ddv+X`sJUWI35N zCz584QIBV%{jpHzWus+*r>25w5Pg>Xw{g6>8*hsCcTV^`lg@_yk7k@!CRid|Ao z?RqvVOOwV}T-mYe`behQRM{#9zv2-44Z2hD`v8(pAWvUXb=S+ExN-{}e`Av&c2{s+XM(aubn%HrWXq%@jYuKWe&&lrFixe#5A$H{}$o1S0Oct6PXW|gi!_khg%&gOg7Sll}tat$DqJX5V4$u5RGo%{g< zzvoYRN4?7EsoL0B)Lcfl?qvG`b4TkrxnW+!zLQCQC!b5Ln=jaUIlHW&aq7UFATl57 z=r*!0D46A&>hClXrjlV+L=UCcDfpV5mmiBT2jam;bkE)OgY^9Y5Fbw!pjBrNXu zH9n2d>!%R9$p7sHoa}0}dr3AAdpfZGU>uo5syqYxfqkZlEB9jKa^tnpXI7piqe@mr zEhb0y7bdgT$y#Oq^)fntiA!B+a0j$EvFw$wFUp=>U|I}HdyKY+Y$L>kL*UuNxc?e` zBGj|nxi9Y;?q2$9m{)+(vu2y_`bd4mN?N>t#V0yDoPS;>iXI5p+J4@Tk9R_FH{YAA zzv|JZW1(-m0W54Bc+}y2QD2$+VTvY$y9jm|ewJE@ZLs z{@*Ctoy_Lz*z6GJE)YX1Yj-_lQmJzzjkXxE9xLUW@qVyN9jCnoQS&gi_>N@BxHpxw z*Rxah*CnG?a@w^Z@p?EtB|6+_?EB!>S5(S-z4HDgm+N-;-9U>M{p<_>9<0)e_3F85 zvgme=G1?k6*-JkWwJ*Yke_?$l9jo%4yWyDpli4AbT}(f+=Cdp?4s+(v@o+vn$Io57 zV?UVPW|UcuSD|kUc-A%R&W2~+$2@D~3wcU&GG0oTpN;(@_U_U8Fx;&mO3r|D_Pq@v z&n0|#ub6rU=BGl{+4`(T{;}fM6(Yh#e)r}x--!L`?;tIX!t;$H{3y|GK4~^+pUj~< z>DC?giy)qiQpuX!(E0XI{Z1cwMw=`fe;DIER?YL%k|dl0x1w5AB;yODT58;WY;-7I zG=xzPWBqCThhf~4H_xPVvcnA`%RFt{8+kZ8B;Qe`~rXcm~E2#tu}m;g*H#QmeS+yg8A`UzW1CyxAK*&J(vjj{aENBtq*0h zc9?NFkIG8Vd$IgCoNGhIJv4fXCrxwYdeASk>h(0U^!2Q=53h%_c=jFtj4^ka zv6Cu{NC3bWb!bj!Nk`dZzGTV=>L-^f$gH#_CKIa>{H`s?)w zEIAwpzvTD%o_rZwO*IQA4@2soerML{C(@?&`|~s^$wJBCcmVs1H)EY8j-O$i+_Aq( zvh3W+oSg5Wzp-)`EmFmHZiFp5|D`7?t z-t(wF_v!moS0_7WMH=U=U`Lo8&HkT;ezM;Wa#ahqo&l>{;IS2F4i|AI zv1uxwHH1mNdt?<->NX7Y?{z(lBEc!RUtSE|Al9Tp^9GTiteK#fYew+5>^S<^xHpLx zI~?z?)j_QIyqWhCHl0Jymv~ks5?qWwrCeE+f2aCIGWhPNMRt+pF8xQA9-+6{Y<&U# zU4gsFkUCqNtYIu|{J-%22vQuXw_bR9G>)Cf&hN7HQ`+xk&&61lwN3}HW%jIHW84L- zvD`@S^W*pFmAz(fLAx4_?_mAY*k+&j-ow8WK?J`B_F3(6 zCyi5EGJBD;R_1;EC%4Lt+NIiiN3#7U(&dfT5?Get8~f{h6%S~`Kay$qC;Io%dMHaj z=h$ERN?n!gY5q)4`G%11+kgAKifv1hWERQ468)2DWEEE2Ovc?l?N`9=XULcpE+dVS z{3koip3k#!stcbDtIkHPgE^P*z%R*|yp!YTm=#*NWnKf^Iq1PA!eOLs#$!Z4=nQJ`YjPBdAxFm^NRVaK8|!T1APbAPt0g-S+KS?OZdbP zp43l^UO4kR{*3ndFo<_&w=NiSCMl=7lRX>vyF+fWYd?a=;f@>(=}W}Q;%3i0QMr~R z7x?zj-;vj_`VN-t>0fbL-9h`T-bjv(nfgDKpVq?Y|MZ_sj;UpL3~jQ9C%NZq!|gZs zUE|?-F9zM^=exAbYLe&i`Z3y8Bi|St>kjo<@VLlaG8G4skDxi`)yLRZMTVWYk$hlp zV$UP`+6<(NFcR={zC(sj{2*ceCV5EKY6blYF~8laC(;t;sl^9X+e)p0~ee@R%#$ z^@LtdV8?s({xPneOx9nZG6wdo-EZcu;s$I=Mb?K3qHrn}tY(MTwZDnJZF$>+yyIxr zJ`K8Ab-kF6Ov1wC`O3S@E%Zv3feYBCG8B@9?>sV{$+lTLk#7gDLo+L0+mkUXA7Zf& z{Ju{V*@=BGitq2^PG@reX^hh5!PHTmO|R8hSXQ5Xj6Bux6R|Y!3de|FZ|nVBwpakW zZ7EYYa#xf?04!QzeoO5PaQ_eW5u@ACG2aa`d;iy zP4-^+ce%Jyge7u^^B7j|;dy0Qw-oMwBA)KWo;k)Y%L|hs{V$x!eOM}sJx+>S*u9CF zc(fjB8|x^eoFc;Aq}OVsna_i!i6|f8`3tVT&g}aK-7X>F3V%QB`u1#HLw`SF|C6Lm z<;3I{*$$;A*m^Z4>bq()4nCy+)f?`RNRHxy5K7x}ukn|IzwiJ-&-0EnJhl3r(Q@sJn)5SUUBN z8{y3sQvARt4`i_edC1Y&ofuz%%;o&cH{(Mfd4u_+AJjJB_b8k@6#CDSpfGK7uQ$xN z^)X}+so#RvVOmVp?m2eN9^EGk?7G4g^=a7|Cu`x#J^E-2`@Fke!4q2Z?ZGfU2PXS? ze>2wZ!utyA;VItpk5>24{C7A_#J1fyopl}cv>(RPKBiSWcqJP`vYM@?!O_l7*4HAE zbm8?4wd|$sNY+Y?qf78Jby4cF^juo!onhX$X6?@%yk@=#cdc<(z@>z_IQ2UY;1j(a znPg@)$1?%AVJX{PYM|kJfY6_hq$yeHJ?k>KB`#@{YEGd$KRZ;h;at z9b7Vid_tzIc-jn?>hN1fhua{$1&1=n-NvUs)?0QKe8Zc*CUeoV7m{u?|SLJsb_}Jxmw^(FtV)Vcc%KZB=CDaz%YNq} ztXIrzaJOEsCHqY6?=+7j8%Fljjdk>L<5ttQqTjdS+i{{{eep8&65qv-+emR0YhBJ( zSxI;V3nXuDcBggJ&ve$>$wF(`BU!~#ee7mTO}+QOjNJkM$I$!%V@)cM`)xhFz~ZT4 zn<|p;Lvt}(Ezw(Y={zA~WcPd45pHs(ANC!>AOB}2N!9zr?Npz?3zz>Q)4wEohs|=2 z-;90N>U%Crti-7r^e+ylUJy@J`(%SzV%$ntKeZtCXK&(YQTrA;CQcn;l+7Z=~~{t6RjMtfu=FZpjAFMa;;W z!P~L-6Ms*2ZZ*uZ>UfIwn@Rlu8x5vMSN?gmneIB)KALSuv)4La(~dT&jgV)kd1h3J z)pzKpj`+OW*=LRRGi_&xIH`mF7Ius>FFvKsQSiM*9-HAds$+-IMtKS4C1@L!~SwHa3^`{(;<0SCXneshZeCLK+hJ85?k zWb%#tRPyu|tMdeD9sJIL<-PDfk2k%;zh5BDyKoyQ`j+GoJB>e|*CuOuBT@NEewX?z zm$K9|?nw_88=iwxYSupMQ#GiTVX1sme9pC7Y0v|QX1KDnnYrtb%QDF%@A_nR>g}aJo_IazS3ooSrLr2RD6S31 z*vE0d2GmaXua*CK2D;Rl>&2JU`M#4EuJ?C0S0tWp(EoMt&O3pgqRs?mvj;X;SLe<@wP@ z{S0E^-Oj8vUMchEXZqX;(`3Y}&K8G~Vl8}Ad2O5fq%ve%4zX3DRdzhTrJtr`Jc>so zXT-H;*sR{p4wOkaoOc;{Uzj&>$FXYOAS}R}{Y8qwuA9qx|07c=ks;qluEVcAtkXfP zIh*v!zR-?F*#o@=iyGj2ZG3qIqg&uuG7^5~Urk*d|a* zO~8)$a;Yn_$1-o6@+R>zX#8cQ{Yl@GHQQo!-sC5bRuOT%3q)p#G5hn>;_jR$iU!T; z|3Ant(K^|{x4IKrZAKZSuk37IO}|p?eknix2ZCei*1@qm_46pZB%9kJ-tf0EM(Xoe za=ite9Y)S-oBMcAa%?=xC-(B-yI_%(N-Jq~flt*jsiU!87v)mjFLiG2gLn3?d`|Dx z##kptw$gWJR<26>R(xO^^uF>tcQD^zZ}RJ=u2tT1CR;;8mP{70w%D=)Pm21#-B@dA zP+rd~$uW(zf6=VBvwe+I)Oh!ks-C}!vHRaN?}f=#NS&3#c?X)>6g~LZvHBZ9hV?$B zs(ESzb%IG@zP^hjfAY&71@ZY}t&_p!1Spk+TQa#V!Lkv?U(9N&#Or+b>SOdZFdxY~ zztiGDn(dF#rCfVpfn>YgrDeBKVP0}NPb?|grXJ1;dR?G(Ya_NKW!5Yu7h7kHxRgD* zK&LE=HX={Hwfy3W8@0T}zuag4fg8)nzQXVAynm(7XR5zIP-$Ms>C?RrbZxB(I^wW~*hhGf2m zmOEf@u-}{9CAK$4R-;s4>CB{AU2qZXUKC&Y!hejbij#j7J&HSbDT`mnY7LEh68zr7 z=)CbwWr~YL`3q=p4tbLk^&sAmXXvSWRT&SvLh?2`9_p{FN&XWJkLQ7@dA$d7j}yL`Z@=Ar@QvPlsLNp-fMsghn`x^Y{Q=WR9qp7So z&e4&2O$O5^ST;U-7WSV*(^Ns-0g2Hhdyyx5u%m&#CfpKPL)GwG)PP~Szp>955l7{3P+S?~Il>mM;fee=Z>bKMT{_;@zyOUkz9mv8h|Ql#9> zm+r;6ZrJt+y+1bg;ac2<1La*mp09Lw_D7NzhedxeJo`AaGx|42kMi>(m}g~L)|br0 z!cv&@8x4-f`C4!fxBt`6o7y~yqt#)UH)9>>z5$C)hv?;a^a%@H!yf%;_nWIWxKo@+ zuGHely3G$sRS3S7>7KQp$(45#56|rTzOicZh_`Skd8gZo6WKvsj2sW~iYj9K0nYp( ze%2<_7QNKvLvO;i5U=P+<|BE^)wCHQ@|D4cLTtQ`)Kh=sqy zkGal{H3#42x~#um0iiRYIsk9xu~G8>j}tkv-y>BUQ=RQM@?QbtU$t4p+kZArDrPlu zcDEUPx^~Hn{gi9kkl;ajC6`b=Qs*sjRv^xD%@8(t8BV{F=nX$_h4(VCDD@kYaq@Mz zKS2MXxSy4or7@@;`BTqnmpFJm%f2SUKIL5APRw#7yMvN3dm{w%hVMAnWG(qI#=RGw z1Ks7HgOh_{@+bVVzv3z0T8Y%D?$(}ci+mo)4tx2<{_Joq+_n_>%MB#$?0|9Ik`GIU+gDi#ED4FAiXfYZBc`{m5``28z4%L8h(-UgU)~$FHqtZhL^klr z@8Ov};78JSqWP~IdtBhk+PpLIrHuai8l?pk#*=+HM%2;jI4o_2RiEQ%cA}gL{i6Kn zLw@%sJi3Y)12LlsFFb^ud*DL@-cypK4al*DFK#hPs!YtM;UX5kOniBQy;GgzEP72P z-R*dsU0=DkIu*<%%NQ99`54wml3cl(PIS#f+DUu*^Y z)BMl#vniN(2JCNVzX^J7jQPo5SJVuh9bOMuyvR-zrgSd<5XqM)P}tp>kg*h68LO_ ze%N*#Yu2Fe>m*;to`*SGg6}_0=Qbor#kuS7t1XG9yZ$J54L|#rYID!f^CMUHCeep9 zNhY<7a~&yq!LB&jQgOPScAMES&usUnX=?FQ#OHgAx}T$Y%9yp!v08RVuXglH<9>m8 zKae=9qLaHVD|WM=ub-LeOZ+)VzvcOJe?8>6-|c?Cz*^^%KYL-?izX99jy15TNs>eH zGjGVo<4o3n)ucfa5hQClJB!)h(65)6@T>ltu~}_c+#`}zgn2RtC)?0ob|?(_`*_4m zlAa93QMA6B2eih9BWb^nJx1{RJeMfMqSwRaGDoNK$?S$p{pc-p%=3Y)CEcfw**v-> zpFV;9zww4E_{#bCxzYVlZBZ#TM*lx=R#B1g46!xuitf;VvUYsT-n&Jl;d=X!MsMKD z!=lJ$mQ5AHFmjXQS%>#MIo>ql04QC9pD?0orRdi-faq>tFh( zu0ZP2w`Q%iaCt>seVZoDV9>}MmioktFm^s0-y$+5-}w+6D5k~juFD>qPxXEUYxL4n zYHQ4<(?oN5^54{>dv@M7=8qS-3#f<1ooLcaWJ>mytZhErkyqF)>(26g^d5hwhVH>+ zTF*-F@Pg`Qn^al(N`xB8Hy$aNBR68uTo(R--c#A7h~uAO(D;I)iD>H9Iis4Sw^!k{Z5(VAtBC)=@N(Z;j1whkmyKYTaI z^JFylam!fjH21d2Jo~v($I|Xu{Va7&X+8XAoPnuE2;ms7I z9pi2z6;^8DUt!)@!)VE0F$G3TG5JotCim0J;z?>|_ceNP2=2kFtW3LFq^QP=mhzRM zo*rGTr#rA^C>C^pS#z5IOUqAboA2UZiB7Lz-s`;oR%mR3$7lHQud%B*dI)}v$JlXv zVl5;m^7N8EkM=KdK2^8dh^piD`;M6ANw@jOmaAGjW_i2SL3nBCsnNq@gFw_wUEQqz_H@g{o4i=4LwLC@IZN|zw ziso#$Lf>sj_Moe)<4pGdMzdBB-Qe1;qHQV^Oy~EjAl3w{*5S)={mdolceu7j44J?N zyT#K9?A1h{Esed?CdV~kst-h{(quTq70K$pl#X9PFFVv9g-|4@ zNL`Z$9mjH;;5I~LSOfp5?y$<@T6T@3#@XKx%I@mfWci2;vq^gr7AJq;fsSRz$F*#8 z7Hno>Pz$m0b7*}Afx4pRJip(-;I|#CYn0Tzm;-}8`b-}36J1ptZjZYsco<(F#^M_E zZDPh*L%+n}d{avmhKn$;48JY}uQCw-%lYr%a5UcUfM0fKEg@q|+NUO7Pr5GX#4|3$Xsk13<=7+#p~#aYkv zDPKR|)h!Abf4MX3$(ZN6H{tmYX5nv0*q2XdHvJ5Dp5y}`u|!L9pQ7~+8Yf5kTLlsE z0k-U;eP8mQj{(V5_CKS%B8nuh@|FDlVZ9c{v~$I^5|Btvffrb%13xdO$Mb04K`-54 z`<)rBJ?z@C`v@`aDcGf6(T{AHRRN{7uLk4pJn20BZ4+fC;>Oql-tJ`KQ8=3w!*xi$ z&Q+`Vz=7ERlHTUA(gy{cPd1awXfls{Kl+Z-lXNY8o=m1=`R6yTEJ30QIJ-$4DQ>38 z6{*<%6Kq~`)p_JxMdEH`?e4mDJoZWUc*T9m%QVQWoA-SOVPC#qOu*oA?B0|uszYR= zagGu(#*1}#ve8c+5Wt&))H>k-rl-&ydk*2%R z^K2w}aJ~{vrn5%w)z=!UhX`Ai4_!mP&;1*LrzfywvfwA9!l5Kg6`bS?K2-d8(tXC~ zK7S!@%!JB~+9ki%P!TZiFkUt%C&s4IMr*oGhko9Ytmc0&!Lb_KAFhukSo=2H)Th}u zn6wU$vih|Tre7-xPa(lw_^{Ln2kR-(c__Obii?l2NHUJ!?7HS;%?{7|VLF|*M`PFn z?Eayi7Qi(b>>BAWYrQMF=SmKm*F?AabQvWUjK|(H#mKV?;!P)57NJk-0@cK=YIQJS&Np!rP zQbGP+?5PH$6M1TCK)++Q+DNOGJ}oj!CRbJ7F>b@I-FT37<2OLEkCBFnAQ^xq#U*^`x(GPjA=Kd@|8=zd1#18MrG_>()rV&wnA z9QFiuJxlYJBw0`DWDQ>f*L+9HF5w4h)WTey?;&NNnVq!{z(4P{P`+0C38Z?549RttJt0%bTLJ?HVQ6yCjr8|qW9GTtFDy|NCKtFf-{fBA5^WNB zUn4=*uV=^U?PAy@R#-s)51=`O+$p)Dte>}!~e|mFR|Aek!CH1 zx6orLKeKW!b>D9y$8q{R!vAE|?2q$9$&nQ|-|(W+wCJRdhp}cl#&4%#eU^Hj@ASZw zQ?>imeE6B`7n7n8#BYRCeP|4TYdxNlmH8jx%0xIkO^RJ4+RbjMShQ9jS?N*(2g>0^ zId>e>NdBl^8`8gx9_E?P&o5x$fdPN>`()xN1he{Zt$-aP*+1)%dWyIc$aWl`t?CYA zjMgJC_*`sy)rggR&NIte`d{g~)G&M4m@D*lk#qaAbe_FWqvHkeSjC2aig-QQw>rLF z%5(Pe#Z+5+m~~%pz6$0(Yp%Y;XrowTGsLobqNu+L!K@*MegU;o;@1QmewyF>=v-qw z+K2hca*~__-}|(OFP3G&saTgcMy;`ZFyG0#k_oPPoZZFtg+ z5M6J!%1knv4l`MJJ_cp~OeHcT8_X}PTins=w9k9k9}2#Qt#)l4I;T!_2TcE)&GX&k zJ$A}>*L=r2n2gCZSi%_R(s~q)M;W&zE8a`9&allsg!}l*GW_^kBs$)Vyc_}>$a56l zJuJ$#6klH?%{w$2fO)CdR+L@Obtl>dn{&UBr+8->?RmD?-#C4tvjx_7Yf+0XS*ed8}|L9ZwYlYPs{AilH~su!}42<&lTeH+QL*X!SPjZx?0qUjHvFY5>Qryt%S| zHi{i5lKOw7Y0J-&1*`+6Cv$ffUi~i|P9><$0S z?>q1%PxD)oqYK%~ktsWkk_%#_(TcL$%W(P;Tb|}esmPGJFl+HB6%yvb=qI*r=g5U( z+Y7!mOoH8`T90!6Gi+G|k@9TS#<31!XEF}0=3jq6F?H5g>+3pp+)mG|5ShjTD`51r z2)viJ6JXPeBqe$I#g0zoC1FK(3{0i(qvCs`u1hSch%b__Uj+Y&MI| zF7To{BIX*pjVg$l`5v6;bPROz-Qj3g?V{Di;$I^S%#-u)#gPs8kqS@AZ{DBfzJXe* zGTlk`)bDu=LjPi5-XoTAceB5Htg9UDO0H_~t1hxPHd6Mo4`Y>GqU~w?Vi`G}$I(67 ze~DdF`Q+20O>0)l{*KzvTW>~PtkpCqZFR**tlfaT<00}o%;&THN?w}h34II3Ol`Su z#lF-bF0S1f&KEMuLa{0}u%@xgS7bPpY^ln5I*A91Uy(NTat`!AcKaOLi$fsqDN~E` zXFpTBsXZ-Ir{V=Y7Bl`kY@eD$-|&H~_&)&WFL8Fbo^K%QO<47laW8@CI7d^ddOf65 zH+ZdHm*7@%CS*nN9B7TF#d?VK!i^tz$Q@daCSP$D$r_Fd^r%jXZ+TrS{_`t6x6-N& z_CJg{`F_yfeE9?~Odj}uFryW3$V$WxEPfdq)WH4ZV$4(A?9ep50vmtCtZ+5G~&)HL2xEcBeQQmZff1+E}LDr0rW z=dLhHhR?%!)F1l&h&OCe1_aJ-^S|*W%DKM$UJvQ=zqruO#ny z1?blm)1Je?tH@9RnuXY68UOy(^@~_@qhohEpV}zl{37=Ki8Tx1NGkQ+@2@9m{2wAnxAI&xmrXm3G-GYeMO6| z{6BSdlH8oGzfTf@?9nCwu$Vf9KF4>oRA8Rl)#OnRP#_nSoW z+*e&{Hu}SnTYMT1g{vX_htV?AujU19aV*t=v%cwEx-ZAy^V#+)ks^Ehh8yo}?ER7T zOJMUQdRR@vFW@-BHT@vi4ga#EW-DDE$AbrWyDksVuf&Uwmw(E zI`wBKiCH&@O0V+Wm+|QuI`_ueu|~R8G`>>2Ekma~!&^l5+ygey*9E-tU0NlJM`wM# zuT4Xr8$)^?DJ~S>7O?+jI(Me&7&e$i^Q^Zl3#sJEYrqeB;CM&a7cu@l7<{QK?`6;P zM6YY`<#qUGO-0@*HR6}Iki4OPi}bryY|Z+zs>Uip?^M~llwDI@;w#L2$N$;dY}d;v zX72g?ySPzP<$f?(SMavJ&>N1=fBE}E9^b=gdBgdkp0j#oIfU;L6_$!dsr>h;ex?@0 z=sd$trm5sl8c5!(LC@Ra$Mn$!2R0Zf-HQ0g`OER+^)XtD2_(K6C-bcFSH6;anEC8= zE??^4+U(}Povy8ndJZX?`uPza-oa-Z(Z3nrzmBE;;uYVs(lC;g!l7y~&D!GiEcF`i z&d!oC`Wv2-7+0;XSUQCOtP-NgT}I;)5-Vb8Dh_q^yb)BMp3 zi*M!)e?saAXIAsaw_RTx*RsN?KAe+}tq#~gsnN~f@4CEBm1OA%MB zG42B}9|*;3vGP%|bO3+LGo*9$l055&nu}^WGuHVlMV}juU0!tio4t}__ZZgfM5?DC zGK78Gvf%41&`!_EPku3ZvZi+-8~l$J3m}&DLg(shq<>%I)W819`;fg@n>r&8709rh z%}cXQo^YQd7K~$!U&XLHjo!w&hQ^yr_L+SCT~cf&!4dAr@@y%&}j9s8?h$qPhQ5FeOhjy!`;qaU`9>WsdjjHH+#Rw zzXus-8GAM-)ef`6AXbTX9qIqH{;$HHMG)I)%(n~X_6_WP4i4st#v;8oAaOFfB-6>8 z^eDqxpR#IJyzYk)bzPb4mmOKQk^V0$xEtKZ-?Pdzs}_4e`bNx2EZAZu%v0E}uwbR} zv(91~WH-9*F}D2H=;dIWXIt-+b0!UcAjMQD)nfAnnA#uW&xlx6@!~$xT+Vvc$&;*Q z6&&rRWpe!2W1;o@D!AvVZSoJkgt4EID|vzQwEY}j-+I)S!L&4CpP z?v}nbR&RDl&e;ob>2Q|%$mquzA$f8BrN*Y9si={BVJBf=o~KUMwmh32B+9-`!lC@4J!>QzUUmt6 zfgv+s`KunUWc`OkiB3KbAm1#uJd`!&KrZVPvx}{z`6P7}t6@x@T6`?(9c{*)=2!<- ze+8!5iL{6gx3c_gj@F>VO6)sZUz4<7%eE)F_7!6tNY8w8SPF{{{II-uveY=eq5LgN z4mQpMB3ZMChFLRKl0J!-55wtUeQbeiWplxBQk~5g&e1BnigOonFRN#cJPJ40;Z8;T9xg6T zHLo-j-Cl9zA)osDd^U^p5lugEk9PuZ{lj&s+M8Uzr)YNsT%X}Duk-Q;abgpHKSJcn zee-TsTLbIg*)UJhzGVHZ4b3;KuHxQbJn)MGCO@L>dFI_^G`IwxhO*Rp*zS+F^YE<` zhGkF0>qb4oY_XCgsl(k$^r+6_hl~8}3dVfL(a|K!^QB}GnTw$>`S}3BE zk56LP3C8%@kyiZpEbX$srW__z*Jo$maUQwCI z0j|%EsjNDmiWi6ICoBEBlVv>35;xlEahNFFRez<#-oNgv1q7%-^SkYEKyoNAFy(1KACJ@v&ETOqDL}5OyDisX_;?P z`><@Jur zdN)YC%R?K}^#9+e_u^GqNxX+-`(sa@EN4y0UH)F6k7;`SAM9_%uvBw9grB`Z!oOkJ zl!X>KpZ%~kNdC26{^Pk#d8WTR)1)v7uEMv%yzNuE9wLJEHV+)b>)YYuLZg)6 zyH}8~49=E<-W-x%gh{EuR)lr7((nwCYOF}qfcBfnl>K;v>C%#x%Sn<&@>y66FLyo+T{pw&d&%YNzA{3f+G&-HnqUS|0F7JC0{q~sI+kpye> zn!ASNZ2dt0W!d{GNZ-k0R*H9DIeU(P`sTTa+pkIBKy~8NINc%Hw?{zPhswS&2ZJ#Lfh#9L9EoPGcCU$<12D|w5M?O#S z|5?)gLWedYNbZ?_!Is0^Q>0d6)&xGF-_*g%+r%wwJe`g=V)|_)dk`zKV>fjW7xU65 zShT$}pS!-JbJO@$QHVCtHg{R4<6wJ{=^QaQxpz{5Is0(4ek=8hpA}0pZ+rrqdAM{u zy^a=*+7(7Q%a^$TkcQZl>()ub$?)Yf14e zUwg11qTX)y`TsrGwe(kq{Wn3lx}#&v9e3mP7O}1x29y>xTe|1Ef!F-YzR4i?2XEXC z?HgEq96YCr6nEoVvWYFhpaXdOUY5uT)@Mod6h@c8hTCzhxEMbick7EUc`MYJR>{SE zg`e3o_nqIXUD?(+UDz|(TwZ3OJk99`#5|*tG~%RcVOvN_+1~zhO^zTyrvutj}?Iyia?Wb>}K)g zcKEyluaot50qyd>Q>gwj=a?F*oZ|{M9$UZS%6d7r#Ko47drYpx!>a*$vHNey|VtTq)54( z6%zlFBjsPdJsT?h&DUqReiMAU7{7%+lA-%@qg`1rVv37!+-Jy zG!=&afxS>IbW8^+;^^~Y~hRFUoi;rf%D(;8Y`d6P1 zK5qUf!=sY@_%w{)42$pCe}7jbJM$ox${XfXlS(f3f7tz4esB`x-Vmuz;cp!wHI}7j ziVaJR_n&V$mGt;BrY1{Ds?a{k&$5Op8H?({dI4^i7Zn=nsVTmvetVvirAl>HhJ665 zP3$mItN-Xzo^9{Mo!(H(n!UQlUdBU;>Gd2OJ502@jyEJfSreM2E=LFK{KE0={3a1= zFyv}t_#if(N&2i^|Bxr1sl{=6o=xvtvFl81-D=EQJhqJ^?;CvuTRz1apOUB+4K|Rk zmvftG*V^$Z{@0^hszTgq)Tw6G%8+ep{z>hoPhj~FkIXyC+%xRNsyy4N2;WE9=Mj-1 zwRG;s&Tsu30)e_b`7|-Bi&l#vJXy4FhqVv+bTDS+oADpe+R5rIuw_cYtezZw*@gKc zZ>_Db51cDP&JkqW?8>YuC|eM1D$}^XI93`)Cl;Vwlt<1L)sp430b9HcZfB zi7AzK&!hiC{C<-jcH(KCPWOuFHBqy9YQPo@I>F84I%q@@hZtpn2|7 zc46Owmr(Wn%LwPcU& zJm?C3as(?6(i-FN4(w^jLd-TUlJ3O zhyG0Wg_+4;X8WucY{4J0hUyU#WF6~?ddk}UtcN>?oV#%MTXwBZig#VLLws1r-l;y@ zh##yrA9RJ#IpWbDyF=sJew{v`zDBgze-wfa6lz*2^_J{O3UN%oetOTKD zxPKe`Ug4L+Ncs=2>Im&ad4DPz?G+KSqHPmIMmU?w=JnZcxLKh}fmaT|^m0bZ4u;HK z+2h_$4DF%yshGbf@A*Cy{P?C}@7^n&k!>^6`eylDIi5dRgEQtve1(aS)gKc>WH zsiu(oryj=H0Pm6z*#?j7)9g&{31psN7XM1`Phs9m@Hv@Y4Pg0@__7?5XX-t(qXBaIjbIKZ{Hx2&MZ!Or* z5x;Yn^|(1`z8KaHt1cr;F+P+#^&L1@7*<8doJ^H3u~t>s{sXBNeB?o+ek3~Iz>-hdD{8xHP2qIDx_F%+Km~FFP?=2p15+Cj8`U&`xYMBj5af{hERq-m4`e>YJz>7}6_Emhhh_=V_ zm}l7TGIqEJX20O^F1mlB?N~F`g?h~nhE#KkBn|a4QA7-*_p){ic1Q))8(A@VO=t45 zys1xSfD&+hjvVv!nu=fDjFGHvcZ(*U`NoqPGi_mg6zf*Tq5Eim5s6FSa8YsfQGVTq zA5V0bQB)JMoHSy#QT&zgu{vu)GW*fboNP`L@V6qoKL+9prc9}?4 zi_H&)<~2NVp&s(iXDGR{gE`e}it@ayk-1!(%ix*4#K{(s+G8v9@f-|aW5Xprcja&Y z6~vRXa5A|PUS;pRA-fY}Q$Mu|k0~ai)Md3i?``6*+gbijc6c3rpOWP!cVs7E%nH2~ zthM`)0!dAN>o2OK-;rvTHDR%?MXmchl%N1B9`AFBgGOIeX*5Wl5pM@(E z^l+~Tn|r;(^nEj{W(~~;WNU>5b31?|T6IFNJY(KaHm2AboyLs%0e3T8`hKa}zt%hv9bi z@8(l&k)%A$x{GV2$<~EtMaBGnc=wFH=8)zp%q{9u>b^ebyT~svE@HmCz|55WHp%K! z!O;OY)JtUi67TQFuu+i6iizaQIz;5`K&I5gD~=Jr)9V>t+L)hCWS3F+J4uV1;g*_P zd&Je(d_d|9nmYrtW@$zmAazX(T6U3F?_Bg zJF#+t*}1wqs_b>WnSXb3%`EaI=fvqg?WO;1eCc;lwyNLb%zlp1;d%C;H-VEvy?z=jQIhyYsd0 z_{KkMeZ818nZ0I^dV0a{UHzh2kz?`!ptr?Yu?dn_Bggf$kSe^W6wZ(u-Sag8vlOOYKy|fUstI#{ye_tT`G`(fz_anH{fwWm) z+fRRMw0cC`|Ad$Pj#D?0`(zmHawPSN@)q@LZEwc1W5vvk#ux^r+PrYGI8dI=vNk)} zDw6T^a#y7?<#-Y4ayC0fq$=;&33~4>4lKa&3o{_-bkYzrfsUNOb@$R%ySIw9R-^Z*eI(h;Go!0mi7Qhbzo+NBg}Wo_quIWC|*b zTN^Q}HPjD)$yfYsIm?fR@N2w$yYWiHbC^4vA7Fef3!TFPSugUp7?*E=Tj_H;|2dtX zzKKW41h_~aTMFjeGB|ah9$utbC($%@T(hq171EBuh&`f5VdqkL;zQE+A@^sH$ak!B z+2jx-9;^KaEZSEL-R4emA#3a;bDql2^RuHKJ7N7Ues4&^ zBPQ%|&Fw}%h8BI?=bZ-m>X^L>>I+@l8U7y{r>RKV*wLS{{{ii@YkC---VdL3qR#Dn zDEqQ%Rpy#-2Lq1V4kpSdp*?-W|nXl6Sk4X!SdUYQXGMUh){m{q0j$Y8*|DuDs^~ zw$8rjd|O_x#bQU31FQ|3zvxbCq~4!^duu*kk1XFqp_}Wbu<<;)HihnSqU_Bu&927w zyt4~LJ`wF}nMarMi>&FWVpchdA6@{RSJImFFjkI_2inY#_!o-uv zvs~0al#k>YL04W-laz^;m;z>wrQdI^2zzR<^rMiR#jdB(u$`#0fv+V$S=R1+DgHi- zccUFIM6a(4?u5$d?KOQZHk&OY*COo?BJ~7p_yb#ez%1`~v%2L{mU-D&D;-PKjWOct z|L2tK<*G}tZjTXGi%6S{l8jq}NS75*3-zBBHu+BY8Gb*)W3yiAIQ;78o;Ep{{)PBz z{@&Kl!+6ye9PCV{eg(+xfx~21W=G2)vX;h_|FKiDvd(AiSljtw;Ib2kd>U z8Fr8($^7#@X1C{A7qQEK*w})`Z)r82S9j9pOylpRe|-BAI46@zXXA}F_IfBiMwSgQ z8N%8Rh**QQxtRSf6qO$0CCQSxkN(;7R><$ktea@KA6}Ki-$bzQ*rh$&ovme7wPiiP z1Xp*5N$yh5b7Z))mGp8ZyDW44P`*;nD2KZb+fUT`2qJB1+e_QJ(65QbpVO{34z|Sf zWv)Di&606EyD=Mq^&ForBK~LWLbx%_jI)c~#?${#_poO{=`4C);Mn^j{Q;s$ zzW+Z+-|R%G%^s-}yWWg2iGJB>RF`+vH}>uDpKiQ9?2&p@$y@W9zn6*;BYEc8ddYXU zhOANzM^d@!Z)_{Dr@Qg(`Qw~1YvR~E@C;DY~|2Oz?E$t8E70EcbL6k{m zqO4ZG#dWoK^dOopBh#m(Om^r&1<^MTiGJUrEOo zFul9ckD%*oM)^%|tFhuTtWCwRAtbNNW{unxOomf$_+2Z~C1-nOJvM;Dk*xCqz30Gr zDI7bJ{s4Bo*yp@0`2!zMV~gUh$*!@DBsc~CzlYY}T9q&ZW+hk)BMjB+7KmQv8*H8m zrwZeJxRSciM??5pe9i2by&w%CnLElZ;>{{;v;Of!Ew|EXp6HW&4Hf+BPX8wKU*p;n z#P&8MO7(-?^y-7ndHZ)YP4~ydquD1F@!H^76EjAh>Sgy}s&fx8S7f#L9_`}?Phj61 z+`LJQ+YEs`i9NvR8(}h;e`cLRA3fxIbze4l2!EQ=>v(6&i&fKoUJQ!|%wki-z*#uf zl?16fmpprG$dNbM#mz$%$d$dq>-2Ohw$)(oH!)x>eX<9)5ifZG-kq^%KgWI$%~DtI zEIp)>R3D7pM&84D?tE9D3jM1{I?<=~koZ#DO?uxA&15`z1tRbB@a#UT$-}mZR5j^3 zjEuACJJS`(aWN7v{=)3C#$3&Uhlv4~;Abkh?q&0^|1q(4q&{XEql0Vzf^&BE*Jb@~ ztaDF6bQ=e|#D_z*&EBhjXn(NS@gyt%X{|P&-K4916`Dn-v$q$-u zvpdLBiSEe|b}Kv7aC{@Ao*~~}KDs}QmqGO?cRh*MAJc3y-}@EEJLzSWx#9rrO7V!y zwf+5FhHTSGIEe;JjGV04&yiw(lJ8-!CG<PabBcxb~9}z&njO06nyqNI{|hT z@h){0F2kkCyrB^MOJex-B$?>%30SrPI^%G7wd=al=RBWViH(oL;TK-LM4x$k*qhYJ zc~~6IxdU0`uSw$2a27ll0v#R8eclpC-AlqM#yP^M!*Td5EV>OolfFIg@QhDnb_N+jYymLO< zypff6i(r+CbeRz9$lxmtQwj@f`R1Cs@YPs z{toJEM4KnsC*Me)H(C`OeU~R30_nr_@*TMb;&C(gB!7v4#q{$hZIZ<)Z?5mg#wK+5 z+%>5>yBhOi^)+Ue-07|^h}NC>!hyW1AD;e&WBC@h7QY|DhzXGE%37(MQo`B1m+ni~ zyw%CRm!WvNgxp9SS_-S zf>#HU6=$hbYA;UXm-U)w^4WL2-u-T#7#=H5+@QyGe$HU2>!6wUl`p}*xu`UNZS&qd zt6X0|ibggJe`HB#z#RBbogV z(sx5WCO!`~A1vnC_p)5-`xJ%lI=_F>s=Tu^SnmXJsw;F-8LE&dwvJZGR(TzXCOQ5e zZ~X?gHEELX7kP$Tnsoa_lQ%@Lyi2)`e7$Me5o$Nk;0qQUzyq>twx`j@W8-YtJS4&; z&ui9yz5tQrRhr3iW$?TOpZUnW&SYM@2Hvkj_<20tp`Y14mDOwZ8;)oF?ALyrhotuM zEsz+^;#m>c2P^uTSqtH4Ry-#2>ZP2O@pkUJwg0EMlac= zo%dO-NN^QSJOaZ;{P#gW^W--x&#KYk7rmTBs`hMqBY(~M%5&i`M^rgXOsdIB`@=2I zu#3=XtoV8=yQD6}pJL+E#>=yir?Ip;pIXLZ?_h2fR~bTMCm-VCy~*T41hR=&zOZ{fl=TYpj{BdLD1uyO+rtff{rfi`!R` zpdr?+cJK6pPZRMY_aTk-{2Lv1V(q;+R}l-Jr2BRp{YwP8S%kURsE_F7HBx`z$TAl0 ztM^*8%vCpYcxP!!l)F*wOCdKi4iWVbz)mx&`S>(Ua=RP8S_T?s{ zdpX#>YQ(uTxS41C%=-(Ab(3M3eQkNGU*D)>^j!*S)7kDAJ*FybM}NP-9((9n&Xr}L zJi?h8j-Ck7@}zi+9!2T=kE`>h@GJH`oBy?DxkTRuknKp1rF?caWS8RPTaZYlx-l$x zGcSD*4u9fG?%ST?52x_N12KHH*)-qjucJ+E_Nxe)w@6ct57g1u3$T3~OAn=URxWlE z#WvGBtJ@3n^IHDxb;UJCxQgu6S>{%EU{|p3J^tP$-sTPXHza!vddW7>oxF$e(9QfI zx&24#Ym;+(#e`X`-4f4t({~52Dn`1j2JC<#2Z|fh{d@wOYT{H){5^~0doid6rqrcj zEBN%{g-64+E#}V@c~g0Q1g{Rm7Q!T1F<#|ehp|a=vLB+aUcJszU8-h#y7c z+p+y;I#0)t7TVY0FM&#))b|uU*YdO8G*9)@X*~BR|FZ9J9Qi(HwP_@MR9xENZuxxuY{0zV z{Ct`=J>iwN6D!#5WuJE9?kZA>r4Ukau!3F>3(tKAOh=qg`ERm$KM5 zP(BpGcanFaws-6E10yUp!hilf0@dlba=X}C*E}?nWQX(KB3NFIg#WO}ZM?9V-k!$Q zGgvWoiEFXMT`XPPUGzkD?WxzJdHG#zlRN(Ur1%LYZ@4b`hyTQZ`OwT;fxB?JHjP)) zwjW$h;sxjNnuAGFimj7T}~oltlwh1q#v*N{~hXO#fgjD>o&r?7tC1so{^djtw=F|B6C7%?2%2a)w%I^4)dju+n!=J}6_PN`K@2gYUf(w`0V zk@rBFH|0+^6kKsOJHO@M7Py{I)~q>*|JNbGCf@TQo21_0dJ()0TYN97-{THvygpuc z%^_qZ{P;*m zUeN1VeCsVf+}0H>M2PZY-7_R^0kd{k)sE~-**X=f7qZ9o*x67VJwrSat*-J>8iJY%&?%Sr1qTzL6pCYV*Bf9qmRJ_}%|Vn@rPLbN0A?bC12i-9{1G zrfTwL?Ciq>zoT23|0C&6z_psbKY&X~QIaAmDno`Ol1PS1h9nILl_v6QkW3jGP-rex zB1s`6QA&zXsSqL+DWpNBiX^1z`G3Cm|J>)^`@ZklXYaMX>$}!I?>T#~<=kz0Nxs6C z*jyVk9)n2>IAurs@w86`rTehB7$lD(-E;cwEb7!F|EYZE2bQ@;U#DQ=Pa@VIwA`cj z3OGKQBv;V*90>QIQ%|}~ro~LmSt#!Bpv4LB+shk!ut4h7G^N`Huak3PjOcO~f9^x4 zzo46)Q)~ECeLq$B@d@JD`{YR#naNI#o5N0|}+ zX61JwT||%1;={Y*%539oz|rsNoApEoiVn$Rei@D|AWJLSwK zYUX}z2K$D0{i2uDe&_*#cOXBTtmEMR0zcSD`&4=zYQ`N(+5>n|b2IC+^n8g0iWzqz zFWN`L0gyXHkDY0L0<`us?s0U>lkJbp&25a`nuKTL+bv`}oOLhMcQ3uA+S78Mje_1@ zzOf8D*F*h$_?2P*FYxP2)?W>w);LlX`zq@@d3@ew*X(8AhouYgG&S#08xR*?LH^Sl$e%n_> z+s&pkuw#+Y9~To|H6u6RV{>t34_teZdLz$DwdRBHv=mD{MuKypG>rB&arOZ^zlU>o zlKmu>eVmq&s1g4wPSd;CBzIFz)$bxWCkJ8H6y$DIUtV`J-CB!7t09^@& z9-U8vR7si+p<;aP3>JNjRClo0U~DQPq8G-^5xo9$- z5XOz#kRDw1W8vr<3p0tjT)*Z=4DtxMLdRLi%M%J}rOvED0) z1kcjxD@WdDtsn3sE3J}WZ-z)bhCF#L^9VZ*rB6exvNrWwR|JpIwIuf5O}^iFSoRop zVv&8`XRXdS{bYAu@-}QK;QTqX`G|h0OY#9PdEWoad2iMI;M2Zk5>Y=pMol5#1GH~O1=4XN>SGn>`Mmx`>CTtc5iy1x;U zz3FPmy-kXuEN}@%H_`tZ2v@-LtWX%P-COYe%Bb_nUePB{vQMI2azJnALD|!l{9k>X zml`KcMV!*K=zwWI@_k(dIyvIs@%nIQB~Nc_`rk{J4Rrgdma>8TE1X7wG=YYx}YDH{w@T-#x9zsw_B+ zyhD8csNel@wG|ZhU~l}bIldk0+#xXi9D3K0YrIdIII9Pa*3ifKu7~zvZ9i7o599uW z(vxDuOjb$8k9KVN3-74U&+0qxe=y#|Is+hZ5dW!0)}vWE>p`;KCQny?VD1ZAg&VJ8LRPwc z37L)sF{7oKVkkRS<`c^BQB<8+_^ll61r2?BtkZPPxzsS;?ODGMivO+X&4`KhRZAvJ<=ywefiJI{m(8 z(~HH>RRBg+h z=CsizpYO59j#%+v;a&g`EVwdKkWT)B9B-RPL}9 z!iKC|t;TNI1Mvc^i~D>~fsM0{BiS8~(^pyYZD*M|^ytO2F7!zemPqcG7yKPgs-s!p zP+WOd)S9l<9r~;$Hcj%nr-*aEanGgEg`)R^JUaJt&%pjv2f2Y~A570Nkj&cPRO7yo zg*UNK@?2#f)kRoyH%9k_;7iUQimmUs(rux)WCi*IFB6gSY;1|v|M8!f3ceHE%C|ly zTWYwkb7TOW);sSD|JSf+a?>T#@-X(u_qK1vi7yL0r!d>MWtXhY=*{mc6j(Dc;5F>e z`mT#z8J%dB-j79x(d8T5A0xK)Bl~t<(ijd$(6zfB69+c4*?J>y<@3#r+l$3>Wl~m5 zNcQl?B5z%&=FU~>L~O(9V+*eI^4Va&{rr3i*{s~J&XSw7_yq!!`PZv(_!Y0lLVBTg zqcN>c0lFXSs~K6^!ZoWOHWaYnBXalD>#cZk3^}r2_ds0P#6NB)L8{>mhv^(zwa2|t z_^_D#RrqCU-=&UKYDPW|^DlAv2yLE$UcO~)z@ug&VD3pR6SoVqz&9jJm9?z6IaqWp z${PDaGu5f?XWvvx-GLR!RC=6uS&N-}pM`OCs!{*K>CD#2P`a1xiqpBCeh)EYB=h4> zFgrk-xAj)U*hl(bk!Mc#NuFw5M1njEI*`AVgxxxNo=W$7NZJ*j8}jBUEc%73gv!v$ z`n&<;t!s=``Y4Yz2eH+cWXQUSyYZ%%&pN{Ra$4jG&u9{-eo)q}PZw#Hi^j>(R2BAj z!ErAi`9#~hX*JIO8hDWB*(ETqA4!g9gXwtpi}<<9`!9LWT$t=)jiRjj0NqzoX$eIhUvsd zAA|PKBIsQt`9%+x>m&C?vwGt#Sf>(QY8#B_%YDebg(vJ!w%m<)1eOy?(^KE$>G7*` zinDYLn0|uE7m2n{m}?q}JgE`A#b`(2Q(qBgC{3Saxs@d83&T~|eVY0HKPcUSAGM8{ zomAPMcmYiJi9E^Jkn5*BuQ-ei4yWINeCuco`hvvQ^0$1S94iL@ORH3!nBgimRS_r9 zdmbxqB-O((NuIdHu*=8Of6#EPY!To#ZzKfk-;@hu~*a!D-ov~KreUdF(>Z3AklM8(sHl;RAdD^Dt zVQXy5YNOZand*f7*tI$YYLlxfPrZ_6pYn_g;5Z5658 zJk`ZV({Cx8%woZV`Pu$@?+BIuVNvqZ-w&&LG=9dbRoeD6{t$er%j3==VP*DzS^MnO zFAni!X#blwoAh@fUr8h^h0R^G$#r2n`rl**nTEUPVOZ8_ZN-(3puL&osj2lleS3P9 zeW|rwYvk@>zGrM8)dRFi1r@2YNdC82em*Qm8tDct^K|oHY|Yd7HW=EG zUC$+1Dm+iagyy0`o}$G{H~H)bBj*0g6JkYnD*X-1+#i39Y-Py3v*6s+IL&j8y=;)H z(rTp5lfqwEWg&@Q#<(XjWTxLAvE&Gn<|?qLR+XW#$+bcUGiz#xUIv3RMbP9Md8Gsum9uJ+DBmesIQ}{;t~H1MDekX>;YK}NNt&-j zi|Tx65L;${(b3*Nj{S}4)QZK|7F>n2aebLe?0ZC@6MVYetQ&7C%|cTkb{Q$2^T{`^ zGv|mCEm)+N_)rTAyOL`P`3B%~8Md8YaFw;6nDq*c?}7VD{Vl+#Zy;L*`)0xQb!<-N zx@Xz#g#xZ!&KAcQYoNY!59m5J{DQot#Jbnm{a{?q_mIMR%L?W5@oO_&t6}z?*tguw zQ65LWgwh#!*MlWXLSi!Bmt=>tS*K;emCNr&{R>koh^99f<2+-02=f={c!^lD7-AE( zI7Gk4m>Ewr#$xYE887!B&t}=I?O8z6tPd;!l@IBDuCaeGd%eT=yXY(5LAyb{yOFQr z&50WeFd+4GE8*pAI;NgoL!WIE;U+rT+B}kMtJx!zbwc@W^{>Cl*0&fxv%@CqK9}Ol zG}sT<+d-K7lbCU$Ii{qmy!E)*PrL8<#hXS>Zl&QEmZ#P`aIL!YHan7PmQ7hHJ5d+8 z68wu#O{GO8NDuVcEv(vCY#HhArC40V`F#tps-=e_+Ek+LZWbBij0?nz?O2c%KE0it zYLTgxc&h95dMvnD6mCwMtiC(JcuU!~t#-+Lmm0>&^H|~$dVeFvB)eQMQoe*=S&wtBR@>qB3mX*2x<~1J5I@e&ne(+9 z=5KA1JVx3T&c6-=-h*&E8lA(7zk+Epk$-7~?D>6yRoBvVJ;~;<$TpE^uk&tV-;a%Y z1Jt|lj3xywl3Vvv<38a3V&e?=s*jnjBJWuN!@ca&rN9zdUzt6h`_a0!`Dz<3Cr?)i zpTB9`#dyAlbcyxJ!#NBiQVn<$AO1kB?o97t&bZnrWq9)q?2ud*pXzBGnR7L|mTd3P z^gmA)zB98v#3n6BQ`7Nea{hy+bql_a9?Y62((F1>+M_7 z;VO)n%}Xz$L9*|zq~99z*hK!YKolD0U2CJa^Rqv%$u;&J{w6o)&vfsjWuCp}yH6c* zybaabB)*pa|EbqxR?oAXk9>A1X{-9lbD~k?OeN!*;_+VbFZUHwIerJZU!d1f7*UIj z-@&2hy-FqT65{w^=xh;_k`rw!Yv+FH8nLGuZru#KW%~HR>*QS=OS@zkdBV?3qo(fn zp{_Vz=E+<1noNONw|OLNcJkJIYyKWOzhnJy4B2MhNd>xlap+i_7%U=fCeb}c_=lIh z0k_mL{)t?LAiJCX*ZA}T?8$1l63%{~O;dgMYqsdcmuAs0D?uL-3vw^-ClT*pI!wl* z>ORZP{bZ(}OV1C;vRyy7;mL5G@&^?-)J6aT)@$3!~3MW18^OBR;1>AT)JxADe)Wd93i zvWKldZyHa(9`M>I=2XMG>$Dtzfe+ww6JtDu|0~!tl@gxz?j$jIfpH&%z*U&n1k!D3 zu#r7W(>&P&7vs1lY8LP{hYv>(|l*!4-$JE&yKTZ{NP7k*A?eCko#cKXDYb|^SX0!>_j7d;A-wz zas55LcF;Bz)BE5{JNzx`@0muriG*1>ldI3+u*lQrWw~gAE^`QT7kjV!H$3 zxn2xPE|QKopL=+@pVyGDmek8R*ju_llhnhwl?`v@q09ZWqxD$Gf5gYCh!Q`;ZWBq* zE|^2kGV;4{9s`T&e0H9znzkgW#p1bwZRgxn%lQrG*U|MyJ~;>~SCimF-hLMzBnNf$ z8bpJvg_=&cf&97>8SdArE0(n5wQuU92HRW-t7mvbZ}ypw3Fpx&^LKKarcysRZVz|rA6aIDBv6y{l-Jf3t@&4}wEbgpw=7v1J#$+P@;IvF1#P0r1? z=Iro)*=U_0{Q+Ja>xyqSdnNnMMNp~8GG)Z*zp>_GmU@eo&Ntc~5H zEwS|sz5Pt$GwGH3UDxoM&-h}VQq;o2>`+Us+Ve1?0iEyWsmY{JlC=gGT+P+cdMJ-Q z1qxrX%5km$|7F9cMXdYG;vbM@yicpJPy?Lo$J@WbrY{_A%EPns>wBEZ9llo`YfOR% zM4)#ddVsTrL%Rt-n8ixBv++Yle;y{Cc=-}cf5>=4j4_W~ZyEVgy*`AO?_tY5_%hz# z)MfdWHdBq&lvS3Ajzie-BN4eg{w%}4rabi|T0h{^>SnZLrmiFE6&5d&3FSPfFY;+} zt2FVt6IrS`dnKQoP%vwMZ``;2HuP>L%XA}sqVO#5_BW$7G=68AB%{(qtoTyIpGfMg z1{n#%pIzraLF(mOCZ^?lZ3XEmQ>$9nE(ZRMlc=byZit#S1+(q|V~BObO_Bwhj4 zms#->49VWdO^&r=&3(L~Jdf%qYM&4932p4tK03i4PQ2llQAWzo_A?th@`dZ?oVn=C7-KGR5(pB%iHqXI2}+o6BPOCwQKW zdSCI|{Pv zoPCpr{sU*E68vN`CtvS8+GWpV3$LIvHqVVOorztSgEDnPZd%B zN4iF4v9|oAmMH!_#%-f_vd9;r6X1+H+y}Pp7XtOte(5O%3I7L zztAKV35MYE1Ti9+PLnHXr=Et;ww5;8eb}8p-AS)_cK#4=(4hYp%;vQE4-#uV&BXdR)uGo6VHfV33SdXRy)^e)9wlT?~)Pv}-TMN4r1t z`?pAOg`O+WtTPLw2I^*fDN6b}dMn2}`fHQBh`ngpmT&*f9@%wv1BM-h1NZ6qYTj7h z-1-v)OJe&h(jAKzUCFsoyvw(hctB0ZKJxnjz6^wCE9^f7E2`ntA^KVATU=GG7wauM z+LAGFjEFKC=8a%-0wg|z!BFT=qt6~!^2v*Rq&}*cEhe(S3P@k$)txL>l+3w*m|B$i zJ}}>SjbPe?oSh10#|L?ASuCE5rDyuP!&)D}X{qmFWWGpr&WhPwx2DQL zb_+dB;=ge%_oh>GzAbNR&VR4b$IoOqmrdL2^H$OHdFUSEli#o=nTrNHqm(OwtcOpw z^^dS~6^X0kOm;!0-t&(lMF;p~omE58bf9Bh_|ASt{z5ETZoF4uuvQdU>I!Tj?w4h& zFIahl-{LUH4$2y=TER#IwZDT!`(W}M5@ogB7*d>0!kt>?IoEdY4)=bF2w4r+e#GCb z7$1aXQ}opj!}lkDNk@~*Vg*0RTGqidz8PBC2l6*vp230tv0_IEq#|Df8Z@HkD|nr~ zxhvtl%bao+%Vt0DR(4(juePxNP^`|qoa_P2s>Rendq%uW?)~gut^lP~#_VK->_B-0 zACtrU6f*rz&P_a{DA~`&{rQmW4YBvgy^tm6`a6dmzvnlP^Op8{KMOx{cccQ@%Nsv; z*+%h_(WLoAht@YHDcw7WGo~WlrhqQ(0W5esf#1u`*}rNXo$Usu+BU_ zc`7Cz%357qYvnHEa55!pKtsBZpv5j{P9XPmnkC;$NhAFzj!%cv>EcceuL`mI8*KD0 zE4I~JZyZS$+tj9BWTseT%+Iuc8z*lhb>c-Sk#05HXC-h6(d{D^n7|+VvqNo|B$v-R zQdT3=?QC=_%d|HeZN>VJ@VAk3?ldPpCJq-9A;z;xIj^7e_h+wjzh(!l3h8qcTl5r% zc8f2`OqZIn)%@JgpB5MR_Fr^65Y8K6GK0Ja;$kxvXifTK@U;W|ZW1+r6N|G8^Z)k( zZPH_N+*pA}c|Lce`STaO-w3PHkljeG#<+h2xgHavTF|JedG}@h@}4+$2;N{UTgS+Yp3PyPmh zBJ{mcB+gT^4Op034ezsRGQE@*m1pUxyl8m1zTd#}Pejp*bn~mzA~45<;b0$vmF>>v`oLZ;lK+X1t83a-$TRbe=*m(?zL z#m<6vGEApJ!}*wzZ!77ix+}jz#yW%_Bs=WethbgV=lZ(M55>VNX?-JoCp!N;9x{ubf3aRMXFN!&PvNk?X!x`El$8awjCZ=Z z=syw-V1Zdaze4n?$HUKoe!giX3sfrD?&3q)8S*6_*QDE}+Ak*4dj;P9twap_#8TK897g}?!wduc*Q1HkdG+6(a!1)b`{|3?PX?dg>|4W?6y6-B+xSmbs`aI8f zMmr~!$1j9$S|umR**vKyJdR7t)YAl`FHKnFYnGVH*Vh^?b+53ygom1Ow9A8>4GERceLYRa>#qqi*A8jFy-Np~^ z=P^t4QWUPqv(<;4w~({GmY>k=BAkANl&3)JH0bWsJ{7oH88bDC$FkcT%&0079*H}b zutTas{G^vrM&Hc3*TZii`FEQ`JMhSl_58kfH$(AjI^FC4ZMgS`>zU*M+ziEUX|Mp! zFY&E!a4z4hmb&_EM7I&e=u2 z4tur~>y9JA3Hn>kD(_)j#R5xz!6N%`Jy(2x;?M=g%1XjvxV@Z(<0rQod5*qz<4AnH zIBzeFJO3;2)mICm)p~Zw&bxzQl3mQRSY{pWE``YeSl5N^^?YMLR&I+iM{C^}j@k2` z-0*$*RQk-WtVND4gXbKt#k2XEF6?-b{;TlfBIv$I<2`)&ZxQG| zsBWa=$8;}BmV9@~y3EqBX#t(oqnpl7b$Ifd@NA~PN_;E33o5z(TZelCM3%}JTAT0g zudhUhT}Hkcb5qS{8p~fIuB{g1caU!s?AO4n3CW&@?E<>q%_~!-^?O%#xAEKLRB6Wt zzk^i?oGOQn$+OxUT5HTj6Zz->tW7@rTwDI2-&AA!4+8IDZ|-1cZ(%(?p8XrsA@>Me z@?^UqKhB=RDzJE2)JqMj5ihgBF|s%eQiUP$Vwv_sA+ZeuI*Ittk@rT7IF5$j(rGzd zv+M5)HpzXqH;tJJ)c?}3pSffM>(w^ar{v6jzT6B-X6%jCc9%nPj?Ki`1J-o{#K? zUV~jl**14-C*k`R%*ef^k4QO$XSE~ic9Jh-zZ-p0k*BZGbN1ft(C-mO&z|u-2ixC_ zcdj=5^_xB8xzb&Qe}mz&o%Gp(@-Fs{p-Y}}rTX^>(d={*oy|6f`P-P+eg*sN-8)*$ z$hz0825e9B-?jc1a_@^D*;StE7eCXpme${4@52RsmWAqe63r1u=3)Ll_;(gm8~J38 z^KZb}5^Pdmzqu2X{ggBC=T~QC&(YcBDNB#nNP8%$#%VD`ta%aE$LV(jb|w3H1y*{_ zHQ=!YY)PKVWR%`V_SAr>M~aWxFZBaDlkIR;sR#9B^cl@#R`IXru=-|E;tPmo&E0BV zlc&g?%slVoY!P0Qio}0H|519pNAe^1)E+H|YI(8oD(LA3NDd==cIK4Oav!cG$~R-b zd`}BEFCuw!e*LOen~Zgl78P0IFf5zEdp{v}e|=>C+v#-bYmT|tImw!k>%{DtPrapX z&fKJ*mE_Fs>x0FQbH$UZ^jDH3{n)KH#y)|A$*Q^)vqt;;ONf6ia-6G0o;z;C(62~c zhV6RltF9KQR(vD0M)K>mtUs6r+5NH|O66Tgbi&TBjGWajTi7o-)submDf7rKn0+m3 zzDvH``MA~G@HTDVrAwY*pG2F~fNe^LHe$t_&L~Rv8u06v`2Apbt<}Swcr}p(mHlQdKtop>xA27iP-?;o4UL?=!Lvz|I;z)* ze~X=S0Z+RbMu&-%?X*5ZG@0wXC3xLctgAte{qXQ=h@FUYZAFKb(C&cct$lI@o;>O& zS(_7YQ&ns}?_Nftj%<=OKiT7Upa^?7yUfC|C-ifMsMnH~9pR81u5FFe+*Rlr|5FX} zLGSjX(FzzILDqBiQkF)m>Ajp??_$YRn`v$~=)v2H>a&wL(vNp8qt|NeYYDkOV0|V` zFBBQ-VCu&h(TRk)_DtoAv*=!wwNthFBdBiCSMI)yHnU!@&E0xQuCZsGJzFG>cPu9F zWiY6Pj|=tNz=%!#UceUX%zpPkXQGI-TDvK(e9mFBWYUS1$IxbiIqEu$xr($mum}*BmTNEyfREaf0!4Z!o!&7a0F& zJUpMoWz91e^Ygo4IG9(}HXAna$=%}aPM;nNfhXv6CvC#M(t4Q+(QTyp({)#N()}um z7KdM+5-&BNTg!KXxBHXnwC1~$HJ};7EJe>)uij#H2G?0 z=>HTLRbrtD#(f*_5(}qe>M+Q3XNza}M6&*rD`4Fi8vH_sagduQZj^NPI+|}b+9L99 zBh!N-?Z@5?;lop4oo}=I@ygWbyi`xSSm#m_H8MgYINppwsaT%uZaw%~*799xUYm>a zhtud1*2u1hl5AT`Y?**5+Y7!IB)jBZtjnsWm3$!g{QLSIG1C9k5Znj-#Raz8!D=Ju zkowWpMVG=Dla-+d^NU*wtQR(1K$0rXnhu3jP|MEYKUq9$5_ZAs88*w)?A7#ZYP4z? z-3#}N!Y|c=4kFF9T67?174iOKW3==?HB0`)*CRywR-%6LXI10>lQFdxE^Q@i8#%GfEsOBKdm&ezZzWgyC9HC@Ipq+H z?&Mfua;2)oP6*Y4)K^&lvLnfcoqO`h4R#DYCt=BYZ7N~?;k0<4RG-4&2CO(5wt3n) zghjKqbgOHrHX{56oJvl+_PEy9yAhDdbCcz?KGwTyS!=o0|MHNM zk{|IU`J(QD$8T8JQGeNuel+|G)2WRZl{>6iOOVwA-Ho9P3EQd z@U%WJD#26UA^(5+`(2AR+HIzDE9V~14%f0&KWrMrA{`4nsW*)CO`#RNA2ydR;@Np- zR*C1-Bk3iWbr&r^HFiaId5Wbvu+uhjwxH?F&b~{Go-6)5$^w~Llfn5M_WTY5+Tqt7 zbQtAGs=mLB1^0?;19{0r4BiLlR7`0DoBNH`z-*Gcn^~jtJ!|}h8zW#?lg$Q@xsjMK zR%HH%?bgEQbf2Zl-rxH90v;1Y@lkA>YI&(Aa}J+e&svA`u|BNc09MJzSe*?Hg67Ar zXr@7EI!k;>$6O(A5Vz_>q%ySLC1om3p9QBsd0p7VYV)!) z=>M>O+Cs27ZIiXUi@%RL?+ZTkJ=q%4CHYeFoNXKF=Hb&X8268elU1A9k5&PG9sK=R zt8z5m>Buq+Yf6{8Bz}(vRCDB3_s*t4Xrp6)k#H5fw;17Pa=#73^?c$@9B*I_PBxW8 z=$32*=aKGk(tLmwLmizZwzT23X;;V39KB{;U9v5-5KnJ_(=kRqk0z@Z@UT&icGbFkV9Yxi~VOtjEysHbUu^xBj-TM>Sg|YF;%*|* zP@kXdNHPmvU^dypo-M?cD{~nr$`aTc4HFQsA zx4L3@W$lywuaMa+-(@dzEl}Q=N8s5bMtEkf%!vc>#4wkdAh zS)$!5JS;g$vvU0uM^aHYca}G^bW57oEZ|3WDQC6#RC*O9=g|;;O_a#m%^M)sLm%_R zppj&$Wz>-@b|v{w70b%tZt4KnrtPnyO?Svn!SMR-LCOF)a&G^ zIGFA;9D9;%7l@L{QFbUa8)EMhynYJYi<^5k&|nZ*x0?Z;!`IY6X+`7Y34PNUO?7+IY)_JnLn>7n7gt!`hD_`7H#%7H+SZ1$yu4a3#nH%&g-AdiDmF4 z_8J9^@3c4+V#h+U8xKo9rJ8JWAg%K3Y${BWVXiVS zWcuDiqCd5{N6gwlzkD|>1k23+~4BWxF4o)y4c!%>UG< zI|d70;|(LB@GFZv!ou~$kkk;#O39r*9l-YYvB}l2ISK};=yxj~H6-KX^i9s?wvhW; zn-}=_cHH>hxliMNN7lJj6!?QD9j?v4V(Dk*hhp%4(u~mt+w#3CPiU_VpHh#KK$0E7J-jz@MY@`)*&+6-8&izw_O+BQCv2r|X^dMV3qfNle2l#R?ENO{3GwAbyc_um9 z9?<7~=AvW`&n}ZxvwNAesUVgN9Ld@JEW5WCi=JYa>;Za|x78N2XFE4lHGZeXH6$JH z8Z=cg%45Yx#;wR3hV#W;Y+p+ROvSRp#PHm0N<6q2n&tV)UUGKy`f3t}SA zvU)G=W{GGoIO`&wa|dm6-)jK&KH%)-B2Vsrq+o zia<3ipMjalP}In$$!(X)R}J8{jxJ@f?HeeU@*Uw3{=1A+-M#9^Vh3pbv9>iu`VE+R zg{XQMJo?eQ18x_AZgvPhYs~CC{fB3@!{;9%k*xG1{6A1HS2~is=|4eljkEgetB1(d z2)b{#-PnD_J{|DSM-{&TbI= zDq#6xP`n1?;&ICyod>bOKFznDX+AlGem9b8yR%D*RnPjYzUWbzU(FUDt~AP@G(XY% zt@OVYf|W_U2FKnf#WWl(!@IlS#9~POh{1VMwu1(5;o9A7GzTM}GH#v_-vQ;pzEd^e ziO*`CZ~Li%n5THx8}W4W_9;+Kjn%LC;z^>wMYMU*-&#gVZi3oSS%o2c`Pu%gwU7;e z)b38WW(VRGd~~)mcN@7P4O3+z^$#aw+LyfcN|L9B)gvUjf)2w9z6}g2@U!gs8?C>! zY}XhPbw#PS=(-)Fo@SShu)hu8R*~pwHc3_XD@k30eE(wBc`ROtPJ3~$2e0gb8?RvA z_l{;I!Rs_jrK4mZ*yL(s5uI`;r)j~}z&&0sA;JG>aI`aqy2kIRO)8$2#s4?F|C8lf z!eSSjOxAh{w5oW2roPXn$?KT*nlY~ODp}#PgXAH4ufgYWc$#|6SsS>EhF7ywt`YWg zbebrh%%w%xr4`M}Yn}Wl$&HYhlAReR@#b8mK8Yoh^t?x`I~x`ABXJs}N-~3w{h{P2i`~;5iL9lWG23mg`5dYNAyacKMeUPwFLiHL~M) zSb?60;?yOqd=V*nlk+X(XIJQPSdsfS$&~Yiqscu~%FlR=KideoYE5P3|8PG!nGa`! zU3fGLzwc(fP0qXok8g%#a(uMcq4b&fqHiq~M_GNhe?ssF)tDIAX^ zcW?5I73p8s>KO5`0ZG^S&EC4?4C%v?#rWSwF<}DabH8Od9PyXF z{ZwP8rcm69Bk!{EADG%0=Cet27`@(PiR#|>boO)3FTjGfNoh7c$)?=A1<9q5ifO-|Nz^J?`#epH{{@ zNURvdwoT1?*`aodvsch~0IZYq=RG)mXw0jyHTltNij;?l$``Y6>PB7#g-2<43GURT zP3E-ZfobI2Wi0j+q}St58+^?kj^+3^fNeHlz$4D-POhxaI-ks&ST=iyb3Hg4v$Aft zKHKG*WIH?LY2|X9YYeM45P6y<--Py8td;yYe~@z=2~xK>>oG=&lGl0tLji~Ltp7|H zrGi;j;UzD`)zHd%&LX0~4)P^e{cv_k4%j*5%1)He`1KjInF^O5A=iS1oA@*q%&xm) zIM@m{b!py@WUW~)i`=|7pd)y7^yn~d<2>ulBIF9^_aDF|zHN&3;tkn;8iu!B{qGFJ)nY~sT3!pkCivDx1b$Du$eGm-_duZz_MfQtD$ZHVHxB13S=p0y z9-F_Znj;OQT;*hn6hN?-qwKb6?Fn(L1hr9b8U zvv8%BBM)g=%9*KxlO*YmY6i!2%q3nb;nX4Y8gy(A1pam zcVqp7_%~U9Uy*6FGYZ3Z7T(;zf2OjqU4(4)Adq#5wY5ohldKrI$Jmd<=0!8si};+n*qg+XmHem- zel~;q$1ufuAKWE|fl{A@Sj%-c;+hNz*nTz;ua>aZs z{(bEInRL09o>v(;8Q>auRh#9vLaIHaTNoh~J#K*LOct4B+USm)U!sr724N8U=+?xG45_w+XT4^{HrCeya2Wz zVfzQLP2I-SVH$z~v-!t$WUJ0Pk77}T&v(Dxus9cJ}53*U^L2<>&&Rr4rvy?EWZ=AHfUO;cl|& z6cx`#>+MM~{9`}upw@*AJ|yLF@Vp7H{}iW_n|U=aTEt4n(8 z<9l+%b%jrI@io`3Gu#HjZw>ty@Rh@96fd}(rk9cRFKq9JdjolG7rItw@oh$H!t3vJ zv@gp&NB>(`Z5}U9?zY=Vn5twq`ky+2gSA;}{66g6OUnz)0r|Gq5Zh9lxB)DeV8ke& zJPZ4Spg0Cze~OKFkUo{XlWFNJOl$5cY+pg#D2Eegk}B0w&LUsd-rVde=tPK~%}4H~ z!yi01t90L?-}$)kK1MF(Ek(?Mr~CVoGiDn-`M%1DVGm-*0py*_7B}m$ma~&D_*2$O zCh6xeXEf{PacwB1rr6zX=zLL5>cd^IcG^@fYsViI#X6^8| zmp-yu{y!1oU%Wbt|0Ih1uD`C{)qrMmY|Bc_D!BP1OqyWpbVmolBl%)4H`Y6%!PEjP z{-k{=_U}QrdoXV^$&UAZW&=s_ zDLLPS(e-RqTvQv$T3>jd_21J-+n8*;{ehp+u}^Ddzsf|zvBhw@ltry3Oj~lU+z|C@9I?ZXBGI}En+8o zu}=Mlu68)zbk`NaTLoh*Kdu!l=p9 zHy6S)v^hm={}>j(YLWPs`-ZoR9eZfkvOt=P>3E?2rf735FL?kyYh67a4uMi4-Yy8< zQ{WM=irC2!m+UN0u-{5(zvUXWh54W~4z%StuVZ%BJx}A)$q+Z#jI$ps@_jFrC7Tq? z7+GPT9X(<7XU59Y*TrPI4MUz03nt>r0nXT^-(<$gnvg>J%&z-tW`okAX{s_^uGKHJ z9ZIWn$$ku*oCm$X>0i`&*Yd!>v2Q$P6ocp=V#TA*{Q&N zKb1_^;#*dd|G|$AF<*Q`yW)C20b+w4dr*A))ZZ&%^aooX;`Jh9TtljSf6kur)QU>2 z>QnLlNwM!lxE!NhV{P&s^j`LPgpNnkeGUG^vrjix@(9#otL*RSOWQi6DFoGvF}Sx@ zg>msXu_Emmf(?%myPA;k zVaVOj3+|_RvO#TN>t;soC^{8q*+saXebHyoAhT>~y?tiv)3wivgeTa4h*+My1Q(L_ zOy2t|B#+YO8oa8Bh2ODEABZGxz<4pHJ1Mr&_D*wcHU8TbV?Sksb=r(1ODi_}4mux+ zSM!Wi)Hs_-RtL5>=?omK zOsDwNYSw#HkC%#g2a)A*R!{DspP`&xxzCtOE9kLh!3=o;4kXLXK)B={{Ez1Gd2GAN zxXJhS6RlI7D7$p$iw3oEIo~+jVAM9OEL{*2KZWoiuzE%7$FMeg1}`Ij?t-i|)^V8e zi=WrYbu&pGWz7#^-vSz+IrBdpYl7ih;55OU`3xR^Ptzu1>?7oV&uo|K>(66os$FcP zNAhM2biHtyGj7Gd&RBB{K6J!}H6-1Jk9$O~?B;7OYW!ui?Au#sjFtSer-;;mHDAK( zXE9@|-{GwJ4QAwOGIdy!n=kueXRuW{?M~y1$qP_Vq@8ET5i>6M_w|-SzA0coUiR=q>U8G+&Kw4FOV}& zF#mvbD>3AGb5i!|7K24eJ-j38o<`c2$(EHGxyyM7{&k`0^JGl!{&}v~&SHnx^x27( zQos8ba?W)$E5(!1XbgNO;r)5~T~6n$;rRfTshpHO&8ar990IAz-j^qyMUS2SX8qYu z(D;oVR>JX5uZv;cui8At-!J6LeOaxPIN8sPG7S%t4=1&_b0_^iDCN21N<7PI)7!Bt zJ3;E<&hr>C9Fnu>_Ag8RrscK9--kW_v280+tRbX|izC@@^eD^D#l5l^oxP9c_*Qk? zUgStwz5PJ%Qkby+jQu4auBF=GpFj zhC67Hob$_}@(_Ql$QnyUvnODDKHuBK^Pj|q`Qp$lBR;3M>@jS@QeE*lcSKgWI$h}X zY&fI>+7I;V$d{XAK}~b-6v#Bjz+)WSjgh74|D%Yvj9+D6Y#SEpr%iYATmq|C+5a(; zl@UL3Pp~=bRyW4qyfpde?_`^g#M(ln{e$&>($@>Pw;y{acl?3gUCsLW?tch-KF5Y1 zV9l@Wl~roD(qlOGw#TWDX?Yp{O-7GbAa@06UnJ=>j!%K;xBlk7e>o`MF3xrJKbg>T z?NyPq?`T&F>Tkj|tD`RAy@SlleR1Uq`gSMZKz{O|QRcy_4_rFxbsI#t@Q1AQPu}V3 zST&M1YiMyaHY6Kd)?^Gek3CDDS$-EgD{BzXqFHmY%y4y(^$*vx?KqmBi4Dima~&%$ z#)*D3`jVWt>!YC-S*ww(Nz0+1>JUw_Z>w>-(LF0-Hj1EAF#Bd+-Ia|0@vY0)SlSg>(fIFS*XC&(q&@4bWJu*iPrvBmGVcT_oZ) z(f`9V>5X|=PrMByi;HZ#SiY&Va=rT!PR+rL>k902G&DXCb5CWL+sy@4jWM1V=1Eqv zrC&+@`6PSQ>+I2eoJ0c)B7J*uCI{Ck;?z*w`v1CRmDuoIl2qmUS!>e^YaeCZMX*kW z#bl&t;7B`myqJAIP8d`JcqMOT_HM^p+@kwAjHOtOrNU9tP=i^WZCVv zfyNa@k5zEXx6J+NkR2ko7tGa7SUo?@M1x=9^fjLu0JR|yo9_Q=nqHyjk^0ImyL~*R zoolV+w;fr~`erTez^-K9o*;%k%VMiB`#|{R*~fHxt-#n*^_ff}#l`q>Jf|05PF=a= zwmp`w4H6mNCTm}xd<@a+`PWbIIKg#9_C*i%N%HArpWIzE{fS0Tv&d@aj?mY1O!x=( zBgwOrJ?^4k@**Vz(k$`lHd@aRQHH_jRsP$F)aSVdXe?44Dt7!pzSoTNIFJ1e)-Cz! z9`ULUO}oK*5^i3IYY))yCU-qjnYk59J&nz;;Z44~)c1K8V~pU_yUF;RE19AC|AN2W zZmfFFpFr~g^xP{>K4jeUUAunAX4^1$kWt#ucoLL9W0P}fp68;;Fpw%6pZokKR!pAD z>~cAP{|)CcdBRdf@5$HOpX90HkiAalLGnSbTH{HcbsXjFL3&N5-4g6s5_YNelKl5w z`P^6$a2-}B^Hi>je-lrCBVAvN-y%}agWB&H*Ub30lQipzibH!Mp5{sSzvRf;>Ffj; z2$u~!{vuMWV$0vn!<9(*A%wDeWH225=d7=BqP`fOOo3NACt92h%PBDLK=bsGeh*B+z(BCw#Lz4NZB7N?&tH#P>|=HStEWq zOd9gt)E+H|DWBnGNwTL#*kw3285df)61t^e2F`BvUe4(Qm-lGAj@4F*#7Dp?_s@P6 zPm|m5S%1g4!b`rE&v4=#vh0L*YSr#6xVrh3CnbwTzK8el|4FYpk+d+GvcERFtdhMq zwR3uqW`D;=)9ni*mgWI}!{jEh^9#q<7F;Qn&_4Ivk2HtP@YzFpdk}&P$<=`EpJCbL zZeD=vC&Qr)?6RZud>Vd2#w#F^dpU)DQrrmHr@KGjJxOnkA@HsEID|)!WS3O;yciOX z6kLgA#oPV7BQ+cItZ1hg_z=DKVCQM{8)mHZ`=-{ZWB8KSsW@7Z2PVh(6_{LKe;?EP za<5W7_XfY!SUPtvhln)GM2?AcJ^~tryxvXv#I@9_Z)B`5F>SD8b;vNmO#2iMoh;^@ zZ>-ymkb5Xo^_O+2S5^D3MW8N5tj|VyW>}GQ6-jd*i6^k;e43oaj_p|OGrSosV%);R z<3(Ai-v`>C!G8fS$sNcB;#YBKmcWV^dF4u$Th5wg@I7@jvhw+V7&U@KP5AH{Od09g zraOIF(|WR=9xu>#s=gZ-IW>9S$H(#J!;9JQQ`RqT)@w|*pZHZxb8mKz&*uvbp>#YO zWd+3P81ySto`TrlVrzY4?a<#ZY`GfB`^?eDv0G7d{WDr+ug@$Tz1!cDNt!3W$#|by z^r=p85&0jb*$?#om2HQ!^dS9bm0i9o)D$27GiuhohfmvBCf63DS$_hJQio`+SDSIa zCryrHi|n(_sQ$zIwakK>6tmFR=VQ^zTUu>-84g7?T8=Q3u zY%cKb9er&w$~JAMlP-Jo8v1*uDE6VV^0c$Co}a_JD|y#M9+NyJm$Bo+IP@k@UqR;i ztde^d6V?@oZbp8fA-Xmf1<}~#;&vK83e|uPcMB)y5tj{CL z<3sM1Uk~xuq53FWXaDH$#(Q4Br?KyLks#}nkJ9H!`br+X-caxEO6ERN9KxzgF(Ti| zThV2Y5f5db-}z%5KGVV2xi6OLxT#s4HML{#=x>^q$L{26e;WVF>HR2rzoP##P&&q$ znb(@ILaJ%k!liF%{1mHJcl<0~nB2^_VM?ysN3(EGy{(7D-7Go9Pwtb~^?4h5PK3xj z-f<(OGY{s@YBf=NEXzGCrp(kXb}j;iJIsC)T{|o_N-}tL;C-`UJC>(p?cqYcp31>l zt*{gNACWW9z4FBLU}t^-f#fdD+QWwY_GWh20j=`dykxv&f6U#uJ9z1Q=s!rJa^9E1 zu;cLbF__(K^zlY`*YRIy_XwYNT zMd}jHzms-(el!YV#n^4LkxF3bS=!EUJ=4dhCE?Y|PbK)|PIet_&cUHi$y5%9vxaE4 zEXeDoOWgm1?tzMeF>>7x31lD@}6;wt!Gi&IyN^;h$|WRV?8 zrmyih&$D)GoAp}L_0$HJ*WySc7#+dm#yWC32^xqY9Wb^ot%nxO>YMfW5xbQ#=X`3c z2k24A_&wNkD3q5$I9HBYH}ft1M;iMF{U;x2a-DW^{;%|FtK||hzldK~iwIfMKSDHU zuCIH=jp6K;3h1f7al6s;?D;c3-3EVNqH*?U9L)wJ*)SP6Q_tokBjoN*Z@Ld-$G3fF zoJE(!nHO1M4X;VYk?9zgY6y|0w)4k}0m&qk3RB5meVu-f<25&HF&Ue#bjDB!ea5ek zXZh@+e~L{Whu1UC`w9QDQlt|kZqw67pN-+=Bb;?FIesPKDn}21RVw-B{$^MI>ytRo zR!4|3Zl47^%}0X?w)1?N}g<15IRwOfB;P%0TNq*W_g=IPPDZ1t%4bONjA zuH@pYJ?oF=NI-uTz-eyWHw5&rwJ%H6bl2mU`{Lb3`Zqu*oX`i~W=VO{be zyhqQh@cc%EPR*okY?Gba=d$3J>@pYcUm#O5`lOCaKdkJC8JF?ChGOk@I2VQa0%Lt4 zN>0Fo3rU+hS-Bt4i%bKc_WzZM%8)s$xTn%{9}IpKb3VqttgFoqwCwSn4v)54m2?g9 zh*3tnTFCnAVlcXqR#(uxsD56BZ!!t)A?tYUiqrKF^1i?)bC32!7_Os9324;vc`6q+ z*Xwq(+)RF${4EEu!F;1UpohvdDF?mL{wL?i1asRs5ptZ*UKHt*m2r)Tc$81>(ehAu z_w~*0MwmP!QlDb9W#su*>^YkaOF$&`O`oPmvdH94Ne5QSleT2zO5XO|EBX_H}*izeQSxcN8%gMf7(luh9FZG4$MZBml?xu$M&DfUep1EH<-@8wFg)tS&i=(Z4bciz52h_T>GZkF!wR`;z9DG&oDw0 z7@x!1*@e+U55@4d1}TR_xE#%1hU=Z={u;`;ipuKM-0`Zx)~Q{e{ItK2$IH>YA<0W&=rUNnK zBD|ey)V(D77IvveJ=;9hjc;Y&=YE*8)_9vCyT#e@kYs^49>(*XQ_{8 zg?%5H)AqsSX_~HQ^`EiqChyO|#MAU!gN_$MKFmvRA$n#IELFPa5wV?ROgIWqiwuu*z8TgtL=B{s(;= z&i<*l^#im=V(}(cpXm2pi1!c^-xLFm#qz?uCD(A*L8L1$sN$2XA$|)ho)iD>(C5n# zKh9@YI_pSGZ)EGapNTOAaCqM5t zo>3Rm=IZ-h2;GRIsa%}3*u$~wR@z+39}eQ1E1lb&7DLIBl~)5@y|rceT`S!e_bjrK8PE4^Vj6Ky^XB9SvBi|>xljLU}p7<=@-bIjuaWP65IUJRP1M&H&OKNR$O`P_Q0ate zSzYjpc=bE1zcO}hXne$C<;Z(6E8XMF!BD(aM19E2SQo}mvE4O%|9%1-PVKZm zo|TWnj}=f@PO7c=w_H?NhMlK4>p?6(&3xV82;Z?xuIY1ClWO+G==^+vpQX~tXqaT> ze@!tt_pWMax1H<{>njz^b3Hy5x|{JitK}Zh=htL`ONP@{rqRv{WHJ-`J*T_oQ!Ez{jbP+C1G?7 z1RiAL5hUt{V`pPVR!3&1S1p?4I{zTPo3$9{>LdC4`$48LT|RXFO>CKG7Bh`>7as4W z`4@1xpCm0ve+2xWH`en!a0VM3Ef#;})fr~O9puP$P_DzS(qk7<|1#QtssHSnpQ_L8 z5dRS~+KE}I9rm$UlGXd!8&p}0JdS1R!eADx%0Rol|NrXiTR7#(*G8Q0#nM}}tw5gm zQ9u7XVNBL%E~EXSSa>CWzKl-{Va?YH*zp5vWaj*aClQvsL% zY*&GR+zsp#gq-=^<;Y0BtbHny~%F4MP%rv!dBW>CnshH^W8gD(H7j$9W33?jqjMiq;2F^(3)2l?R>@8heaAmQF zU6Y^sEj_=@2C0~~g*J z?C=<7?IO?Zn9-j+=fI~hd=G`iN|N@3=rj10tcMdJx>5w$NV0A?aga!pJg2!!Qkjmo z>7$eDi`)bFfd$@$^63yu{hQ=~c^Ko9|LP~L*JJz^8s(nSPpp?p3_VDH5;=G3=_H!I z#BRITKX)mUgZwZ3w_wv+uF8)g#RuZdb^I!Mmr`4EJ{<4Fr>l9}And#WTN;TR$!YKq zd;Z@}0Qr2tH~`i5jKI`<6qu9$0#haEKF6QHJOH{UumWgnAu!$l1IBVbur$p9mTOOe z=H&s+n*dBF`oOU21==qF45{BhKQ{y2W&kvM8qm$4ouYccI8+6eCsToKJkXj+Azc7PTE&U>x%bJJ!YRFZLogH>kIa;LRXwp z4|rrh<&ScJz@t0%#b0(SzN~s^Uv&P_=3hCt>_22`IWh;nw3oQB@NucmHT(XO4Ys+f zUf9?3OqWn$d0}tRobp9`!(saukuQ65QjXb&?K+t^>+5CvSsR_i?%Un8-*7AEld|Lr zdzGcBug^!lu`f7V`*?xEcKaVpzpGF2AGc>PPweHDoo-)d!|tx8@YepEUB>$>Tdv#x zd%2#a_2+f_3y1SK9!DLsKT&u~=E9oG_IqB+ytyj&)c#)Rmbbs+-`LyuuHC`zdD-4# zkQ}j~%=0U9P2R z9Xol?zTsK2Sme@O_PKSt4Fc3(*ze1DE#}$r(B8E0#0BH8uk1g~h+e+s zmY7qV3KTESNGwPN@->WgG<6he6(|8*4a~`TrMU%_ddWaX>E)K@lw>9r6(v@3#RJ`# zpI2N`RGM7ERmcEQ#g&%=ku7BOW@s&Ba%M~_WNt5H2`XgO@MiR8ZY^YkDoiPH&rzDo7 zg2Ido&M4$_=3;-&$;zq2!IrnSkiWH1AgE9<10u=-7Ts7V)LJMUR44)!Wd@6GDim!k z6bmX8Pc12wNYX=%r}&>&zr*5591%~c#U-P0L|Gi=i(`wUd=fdhUW1=!ZJQHH!&TU%?irm3ySiSQ;UmJQxMUZk&V0Y7b5W%B_4_CG%?+H(8#oyia4G-* D(^4G5 delta 69 zcmdn6m~+Eo&W0_F4Tchb3~TMWEpON_DiU;A{N=U1m-5ery;mOFH#cxDZ{TE9z^MQL DKC>Vi diff --git a/tests/data/skippd/2017_2019_images_pv_processed_nowcast.zip b/tests/data/skippd/2017_2019_images_pv_processed_nowcast.zip new file mode 100644 index 0000000000000000000000000000000000000000..2bf3d5d1ac06e3d2707ec9192ed5c790cd877e32 GIT binary patch literal 153148 zcmeF)dDM<&6hHdgm?4GCsT7f!5+Mp{5}7G74;i8iMdr++NJv785G9caB|=G}sDuVX zWGF*}p`7#CPj%KhXRR}=v)1|N{C?i`dY|XMuWMg>f4|?ouj{#|r+%Gu>2oFVZ$#be zoArM0(_(KmNSnlO3EOTgSH4nf|5a|?<&n0XJN9n<=;N&)?bWk=$KJg=c4*zB=M(MQ z_U=>W;SQZ{9((s4cV^2{AWO^Opa1{6GBrf2QBN)BR)M z;eU1cf2ZGD{uSHpdAFI>s({{r&g-~YD%_xHc;|NZ@Mdph%CSjvuoe@fav^KgbFQ)+wKv}scV zW%`%NbZLfW);#_d`q!m@-X(4R{rmszpZ|3ApI&ab3;k9WRbf7NGS(BY$SR&UlRY9@lC;ozXi|#zABgTn;}wKr z#iW07HhDeyDrpR(PoZ>2lF`o~{9I$StHjlhFO!qu(BG;>hvdd&xh+SMui=?1c~ zr#I5)$?D|F z;`R+`k)(rvtK^1czx~~k-Mnoe?qjyRiK&U~4S`>$ z)aw^Twch))wl5cJt>o6^IE1RPcp1#vP+)rfHbC-(n4hMBzeLfLDn7$d|Kt%r!$kWt zzn-PG)5#0THtH-3<5fuyzUEKv5&b+qzpnictTx5(P|<#f(e(0lFC6kDFSB!y7BBGO z0)P6md1vyV?13~F;_%?Q{PmqGdH^(Q~i%ZZ~D-UJHs_}dN}Ph#Rm z+%3Y>0%Hy0d;4T3m5yU|g{{XRIZsv$;^#}rRDM*$)lA$>hj1YkY6@0X$iBBR)DwGo zdEVV2jGtofI*4r4VlYnL z5#vSGp}uI|=lK}Xt@UaceeMwBqkJojoqo7(L9Gk)>_byUVE7iK^W&!$Ep|5kU%W2N z*Iqom8v9ozmDHr4d2&P@*u(Gr$v#^e)9By0PD@d>DW{{FvtIwtX{V7rYoYrL^x7J+ zlIU&`=~ZIg#rtph`Iw4wGgS7==p7;)ODDA`<9FOGXW?q`oagtCG|~Y6o3T=fn!1@g zjvI3%ysqa@6WBkb;&sOBc$WT9Pe-W{ ztxwg!z2cZ_OMYGyO66958QX$KX?Yv$JUzC$q%y4o<5;e-VvV!q8u0_)8=?q4P#kRm2O_gXO7=KZ@_0#Zt}~t&Cii z^6JCrMJ)%?&8s}CVy;}O9(I-MpQMz%7-EH0jS6hs#)IGa{g9Z3*j|GgM^nvq$~%jl zJn%nj&;3-ko2oM5<$$V^5hkJN&GKWXUb{uKo;q)(l!TDz!y2gR^Xw8zaHTg>(ksE#G6 z?D6Ch<94CHQxJ<9umWB~q0)%={pe;cM0RNRylDFx>7-msC;JAAq=c$aBe~qzm&(FF zsbHnp-<7F3DDn?A;+z=H$m?9@vin&rX4G>m-IL6gZ_iWhCcQFaevPOMX6j#Ogolm6i@urCA+he^p zHb?O)o!Mr;8LdAy7T{?Of9JriAp4=>0#Nt?erM(FBM@5#pHFOk2f7>m%rOg%rn*5! zX(g_^>EI8MG^T{ns>KFA@51*UY;_lPEtWgce`6N!GE+5zTdV;S^WR9iZ()>f7?@?{ z@rerhCGRfLbBa7VWER+)QrAf_mr##;>DM2gtN8Ub^+g@Y4Vw?3{FGA_(GKD zjP*3nGnpxO%ie3DI}_f|iR2D>xR~Oznc-&|wG6L&iFBeoJHdKQqkh4+p3ts^kL>iB zMU;PQ*T())a^@8Xe@!1Jcz;-(zE(8d=%|9aR?)mY%g$|5e2cYaXUrdxm+he* zz7?gcSeO8#(b`w0iF;Xo(1__^I4U)R)s*)ivv&p$gJ3l- zwLYpN_A>Iam`v#=zq%NEC3W9JSwB%lQ7FWU`wUBK`1*@EW}ex25f;A0XLFYB)arTq z7zM+El-ygkjKW1tdT*&x?A59hdmSM+0R9_g#3Q`9M+SC)#|j+RmD5wSx*&&U^S1#d z7p9&Q6mUk~ou}6^;<^au{6@|#(l=!OA!B|;0Tcb5PTjxI@DpCmV{?c(cbHK|($yyW z$5YLN*0uM_y$hIIL5cM!p*pK~>$6$U(iAmPpR#JpYW%$}LpH!?9NnF!mdfo_wzac(0!tXu4j-bpOaN9_2AE<7v%tJ4*KAehbV`+iPG*?ZnLYqs)^ezrw zFyNVm(1}#Kq-wS(vvgML5Zp_r;OmIx~;AQO6DuUaH=`#q)yt{=kz3{D>8B8kwJ--(Q)N zPT9ZBthh^E%!QY|wq1h9m*izBOx2a=Qz2Ft#@)n~5f_)x@lwjU2j(|our6ifrLg=W z+{(&_GHH@JQiV^i8-1j?t_Xi;sQbUMpO)qms+h>zAH2KK*e|I?yZJpI2Q$Rgml`@i z^Fg_G2a8=q9;YfUh5y60{;1zPz2+O`WpO>p+iTU?7xip!p4p9|8})6j4t`;l%4H_{ zPQ))^`EI=A^nSV=cmeyx^f}7U0V(`*+tz`_Efi7|_QiS9hJsqEHdA;og=*H>SB#~{ zsb;hBeo?C)r^cIUXRh4&*x2Pnf3ql88v6;Eb%_=gjkwHQ(ipmO}d&fNLK`2=%~F%_p24q<5}ZC2)Kb+6WnI0MB;tOY6I1AfFxaGR{m2+>?d9_HOa zxt&uTxs%nC-gU**J1oSf^Jc1Obv_;ATU3VY%vR6CW-zOD%nTKI+(c#^gkuqNNf9hJ z7t>R`e?^SLA=8%sH$th4-uLNo7~bj3hGmSCm*O6V`T^0LlsVa9_oR_N#pX&i{0LkJ z!l}6Gxf3IeX=uG%Yh&vQtez3UpZv-SwUUspLvLlobzU{>qq3AtRf(%%vYe&tV#>t- zG-7-gt{=#)a&l(24E)Z_`Wy^9=sOm|z06+g=%u)sXq{0%rk)$UKf>F;C^MG$JqE(3D=f0Z13lPWUVa|;f$s76J^d?#x^W3Cf?KcTyGYV3O~WuuLC zYQ$Ugd_W$jVP~88j?h6SXiVVE35;H6l!XvmDZV+_*{H?i_Dr_zS6t=M`VkfAY0+e5 zYYwJHi{lA3rvPTk(eq|H|5d~*>}?~@I*6#Dw$1dPBL0gMm=-RX{ARH=18<9}0k4Uy z0}nq`XZymds`@&Y4%FVK_|dQdU-(IRSGARo^(~_98Df;eUzv+EH9?y`C4}>s0k5?XI$>oP^iw*?mE*tonT(G|F`m^d{Uc`bXZM7-i&FbdyvdHWY3zPWKj~7QY{2yz{?x~I0oeTnlS*o5d@{}`=ex*gV8Ur`Lr#2<$7NnEu)YI ze0n#9!R0uYw7v>|JI{vk z=SD5tm=(K;-~#l%;8#P|S7BhPHkWJtEG5NpkGoP;WF}O)vr^G0S-gIbwahqt80t?! zCst}T)a`Gy|Cl#za9@|#+eP!M*t2-wf!#hTR0BDC0*{YqaU4={G`km7-z-;~@MWPa zTxsk9a`v3nR52O3RG%}(@516CwdN`6j>82f!p@7d{em|4s5@y@lZ|q{5;b&%d@cxA!tXnL&7?k7GS2rrs1AjDABxYMZiYN)M}`%CDdC*|g$@c7L4C9k@Obxq38eYA5ctVY{66bA+P@wgrz z&}&oC+^Sam%)|Hjm4StxZ9MGqI(VSdN)rmMuXK{Qc2x5I8f zA4eEttsW1mUme6dN;HMA+5k&WK=g4;{Z1*@%d;nVeWg6UNxym`T+K#P)>@lSGO75t z!0IafUc%(}Rtm3}uii8I5Od048s7o+y;Rdvt(eI6$55%NzW!+*I4=52s3-n z)iJ!(p@)6i-@t038t*jXBlfjS)s*wu37MsT^Kzy*u_zLy4hxd7Y*Q1AQ zu&E{9%&`91sCV+@dP?fWMsXQX4Z|PmcMZ?is5<)~Gla5MvT=)E2O#?w4`usix1gFwGJj7)TaHA8$dDHFr7v=Ucg*h>aEG^$$b0`66Z0zRjXNYvKWSTL9DKt zvXsvS*e}h$kY()XR@)8ZDq|i z4a6E}r#6e_W_5cLPR3Hj<=*Aw<4jS$Lqlt{C_&3#X#W%@ucG2fP${fUKd-M4@kHq6 z#l(2NwTIgy_O4`MJrr}{W;lNu(9U8g7iA;Plx)HG^&;r1PTU|zdcyEZ`$oWfnK-6; zHxCbmRm-bo*Cp!TH==EB++U&bEL_J?!DQptH9s7-g1ALwhggbL#B+LWhWM@2kxxFq zY@O3xjK#F>qs_xs34?jl6Q6x3_aHQms!rLdez|)6tx9l2-ftIW8NB?!S}QFY^E)pu zWBkSR-iU&p(616K+fn}vBbJ8OehO(IzOPxEK@ah{;4K(@t%kMY-$*$3huC3${-^@P zCx`vAq@b97W48un+`;Qz5RaoFfAPE*Pv+qFaZw+j&T_K1y?48{t*tVDn96|;D*RiJ zT4yF%$?Lfgy^sC|8(|_0;!jJmif1NZMB(E=Cs#T@IC z-=Xy+bgzf$5%@G_t+u^IAyHFhyOOsR(cp$42n!5m7&o+ICuPOJF#j zl{jY=YuT^WjpH;wk*4EJ(D#tuj{B)}-jYg2+It$>6SV83o?ZdFsua$-9D4>Cjb^J*wfw-(1r5%-WOn`q$++nVy`eUWa# zSYB;wK=wy%Cc<<&-d>l7ZSi>@f9A5^3e$DqH4z)LAl^qL#i_Nsm@4VJL4KFy@lW`R zwM0%_e<#8;yz2*pIH#9GT^%ojr9Y`BKhk7xDtbx`8?|VH^ZUek!n@J76^HUM zC{B@8AIbIX)G-Z0+pK(|c2uIopLo5R>gK8^v*7xam_E_A10E{y@h$IP;mup3e2gDG zz3WSRb0BdQUD*q&t^xO>jcX>#_wz0wUP=K8Sw@GH;^B>W!QJdd=56ZLHYq>#ChuL zRr{sXu>eb_{B(uv_Y~P#?qsExTlD!I9v`s%j9e}RuMa7%zuCGkU*haU9KAR%OY-A) ztDbS}{zjig;xpq57@4f~2DpyH`X%c6a-OzS=`N$5kM${|x*V{EEbRRb+MniqHO%)F z)jM#z)Vnw6=@JpgnVltC_MqDNaBQU_Os4artUZE*x2dCswu^Y&(1_baeu2^-5Mf7^ zu%EG4rdG!lwVhzp5pv*Vu})3p=hHlW7}l{$8f=BKRBT)Q?nvP>4?D|n)`wKf6Ue!wH`=SS=pUKw`){^IQyNKCLe|GMz(&}q6nl{$i?MG|4e2V!^WP}?6-_h z4e^`T4AF=>^ULPSY;S~b9FZ$6Cws!Yxp(oIqN@36u@PVNDzNX1$wjo+U(1)RP_9;A zp0QfFiyGrdz*;TSVCD}fFM+{8zCR*QABS~(p8l4nm#ac|$ippcH^Jq6QFfK*$N1UG z-mhpn5mf`3_@2DK6k>ZsQ_}twa$}I%wZxV@M!E(cedy>qmiB8=f~`B?`y@SAmn%h# z*GSBZvAqMsC#`3D+O~-g8U6p3wqs#g5QBA9?Uj5VOLe=9UXvG@RpB0HhqJJlOZ5d= z`3>f`tAAUp4hCXrf*gpeI^v4odE(g2uVyTKN8>xRN(bAXbg`e->SOQ>UmH@$jTl*r z?V~E)7yK@Whr*(|89N0iP?67+G==n1=V z_Inhp_wlY)N)-z!=VeNd8WU&dUolob+{`xeHvOM5LLc7mS1GgOzBZQc)b|(aNiW{< z{(l0Sduie_YnWKM)mMcMz~%$Y_O&AT31%hvIRlQJXy|Ko>v?-G*q#@!*U8R8erwQp zoU6_)Z&tB*2Q8L1;t~7iLpH9*X-bbd#IhWd->Ot&=q7{Me>7fGmEkZ63Dx|Q#!)c{E?cB!7hE#R9TFmWaXgW*|HU2}Q zE=3oMwK*=vA)@Y$@3s88h?_)4=iuc`x@vf2goV-p;9gSq#*L3oW zt(Q^GEPXx}S$DaxiN_ve z)5ho^1N!21GrkJ2dqyl@L3gO=>&Su^F;P+Cc!L9fPYY)x_PX8jShKh`qaRgbS^>PHywV&rVF$YA6J><^Y_WmT4U z{U2xKx4`ESZ6@)uj0o27rJ(oUs2#P9R2L4p^ls~?w+dKW-#zl}6Y*V+v)=T#i1sef zQd^#E)2|=z>WN?*)U(0h7$(P2eJ;Lrpn})5h|eucj8jKkvvE+>_7l{252eh+_=8qC z>)`d2>c5G89uji}x?F1HN~tPY!|OU)#V6#y;J*ofH>9dk1G(K=&hIv_y~dxKbXd&a zr*OOwGlQse3kHsvC+ETYb*yeNVq=<{YW6uyZ8b$OmiKW4FwFZDOB z*W2g!2@$Up%UV3W%dfpSnHIuz2Aa$A5dAu0AdVT_$&-tailfx4aa$j*mq0gGfq#iJ3+^+>tH+J9 zK*q&6u*~+wk?bazk1M_BiXl6^FSYM$dDJEKsi2PbC;3{@h;!A(hOmjKmqGItN_fxO zp}vs|s^Vj9>&Wv=JeVX?PSWggnY9;w)3MQt+6UOz(YUMa89q?a+&KPV^pVm@nb`|hSUJs;`j66y7xrBzN8?zRKtEwJnX+Mr2Ze;7IN_kB7 z7Ug48^`I6GK2BBkmuPeg4Q?<}RV}}U$yd}q5f0gTUY<@~<<(*%{>kqTasH-SI6x)* znmQY3wH%_gsDChqqf)#_A?@jBu=s9Ct(Pva`6L^2#dJ)5tmeygGJlgS9VPPS7`l&I za)=^6A(u1G^>9zr;w?1&n3=XayXkS%I#mmc;_Ea_V(!f+_seO01)QJb_kCUsQ6sxq ziCu2gY}hI2-MylkoSLIA^8d6_%4Tp!l`$gp0*~yNjEYQnf>onso(W{o+d(CJkDK@8C+6rph)xc|5f1QTPvXPtb zKgxniki3`2-Q~_TdNq=dvG$Im$Fup~3j$a0pqO{_DX|*V+QMtG^~-Niit|D%So%(8 zJPEJEboM^{w_<*x)m42wU*yjyY<h-8i&dk`0VmWs4S)EPx^l1ev;?g{qN z&{|J^d;paXMKMT*=JtOX$R%QktGMSHIX;ucJu;0&d03C@FmVc7J?yFG^(@iNfWbj5 z-$N^R^RI$&8&lOZimc9VIsP2R2tCqv-xud?jH2+kXm$| zcF; z+G(%O-D9K?e&f^E3o8Hb{5mSiJ9#@_l$V$>ju|_FL)`HZckX27>m=H4g^^g7_A}NX zYHFZmT-Bb-=y6`9I*;S3jrX-`qi1XOOHh7J9IurPasAA8o{gdDxL+u)(0@vN?ftE& zUpp;FVdfh3Y6{kOLvOm6&+~CL->%f7F67!m<29TP^zN|w`wY8f;L`wdxv|kwoA>D~ z?y|`s?i@1nO?BmR5$C6=o7g``nJwf}9o4v{+r*| z(MwJUUW9)R-XAw#y&^NRT5bPI6>&{&9X=LR^{-G7<5+E4Ik?>GHgZ0yT^nOAmMa5U znun!0u3Sv*nrQwmBeToVYQw_T+i>1d#2Iy3&2R9!+?w$+c6Ny| zp_jrkwyo@W2D%x&Z;quuyiW(KJB-@V=ZPc6Y%QJ{W{h5Vh%sY+y-w5%#hQ($L&W_U z#wW>(uKZr0`YuTY$o(ijD^e$_Mm{l&y_U-11rpCE| zv3Y7-W~jXB)p*vM^EU3Ui(}qX`4`8U>akWD{sn1SV@e!5wQHm3ZzR{ab4+1re9 zRBW46iq|mv3dA3?ZHs*E46Pf)c!M07!A>i6AZGr#xN4_GRXrZyciefh64FCp_ntM* zHB?c~c*oSz!R!p@=k2_{-n&1cGG8p08nLlHpR#)&RrkYBFQ38ohEAWp7~|9yUgM_|%}khs<8jt2c)*+MYLM z*lj1W7UHZ9!RmZDCGrc@T~F=pij}wyq=m?D;$eCk`be))J~{l1)#7l7W8m|(J1)`= zvU7&#9$7 zem-F~Y(Qgi*Is6MHRMqYiWj^mR@c%lV#QW8_DM>Y-^Qo$lbK~u%fXB=zQcO#6W-*b=_R6gS)Gcb7vJJ}53OW}NL(p0 zmG5yjuAq6TAip1DcUvkuN>M|4W5(y_+vs2{JQh%V3!Z#s-svf4?^8ufs@AWGs~lWk zw6`ZlzBWhHfb8umQAA(fp10VKtB#iAZVSC`F(W<9w~bVIEC1qNrQSv?oSKh^+7d^D zN{J)ew;OXX_-l@@d9-Wkr~Uii=!_+AlVQD7vWT2T$RPJNY-CVAxB{zNAvgb z{eD=*In5KW`&~xl!$Sua)_50J65Ouptfk(%Ji65WO=6C-80GOk93L;M_i>-pQu%p6 z?o8lm9Sr1P;SQL6EkDc3`g=wDn%s=fEx(JYlc?ib^dc(wK0f5=Pq8rBVZnnqOpe_0Iy>WB! zyCTj)y_dq{JN2Xu1zpLX7e#uF7)G(XMrL&I{zKfyY?WWln2x(IjMk27$Mbw5H9T!L zodcB&GXF;{-evb$K20;{=aWS(`1+)pFiX$M)IEX!&7rzaX5?gZ0&RYUrGh?r4aD+l z7MAhgSqfTa{wylyqu71QisK9O(o1H6$6ylo%AZp!E*dA7=tiqLMU1e;ED-lc#&N8E zy#I!kxLWfXjPH_pUDVzycr~4lS7Tr+rQ86a!de%%^8T1QvQyGvZ69Pi?t_~yS8fx< zRQ~?1&P;*n?YtiWmpDIGI#rt{$)%oZ$_#6Qim8g%PEGAW>o4Q<0eKd8(58j?54=7j zm(tkVL>$-1lKY_eBaM7yK6#urSID2&*xsmj+$A^PPev$~#9~~d+MAD;V0gIw!FyfR zaUo=WrNXXkROMBySFSTgWfrgHab4qYg2DokoZ)8%>WV9v3#;Uhs5ym=HjtgTr*;Fc zUV>o@FV;Kia+jA*ll$d`0u8X zA22h)_62%HHt&J=7S*X6)yI{Y{cw1Y)|OMwJ`rXW{a?IV!sGXiAJ=>BgwR=N^_8)C zu>U(xg1?%g-DVXMNB841%@Zn0XW1Rf{7l8)3cDSmtL9x?pOynkTjX~d2qda>8fuQu zo)hpj6dKQ)DemXf1F$b{OB-XAmzBfm?I6GN!0LVVun^VV%dfarGUlQqwhj@&{i;bF zQ4QyHA(h}tp4}t!h8ru^kWp>+$j?9YXhvl@p;C``%haxgYH4%UE~nKvtJR)jK9Li* z`-HVspGo-Y3fFAnj;k%Z@HRf%R^xj*G3KYtIMdk-3&HVGuQRjt0Ul!I6-SoKu|5Km zv&=v%vHAc{8k^f{rT*_iEk|g*0$e}E`(G^HY|XGw=G0>4Hwq}l(zg^p(CibR7}D}; z4Mo<($ls94%i|N;6r{*=`o!_e=Td&{v}LRn#T51V9=(>!xNE8DCo1`s8s3CuT)z@e zBDtS7;^`w3;jkSFy|f>vO?dh|uelssD(R(;uG~q`Y zamR7e>!~@;w01IH++j4GmJ9QLkNH2Vv1_q-KeXeF#Bw~eqL#_D+!j7{q1MCx>2f3; zOyjfiL0qna%|I1t1ivTQGt(>;cm6$O*2p5xD_QHzyPmcjG}=@%OgA|_(2=Ii^6UXx zdYGr3aGDQ>J>+8?y{jsN%fRdVR8>uf&AY@D=i5%>HIB1gRJkA3KCUUsV&q5EwGa3` zfSzL2+n>)FC_C;Uxgj;L47T@m`E(0CuBHFnusJVBR^j{+YL0u4hr{HJ)QsPd&t>IE zT=jSxga^>jdRB{5Y)ova;{LF){JWbk8?f{T{NnnNF>pFeKSwC95S;H2ZCX5T)B1pUpaDb|@^iL~h@%P1 ztn}VDH^en=6L>R|t-b7@GBZ9WKUT<=R-)U=>$-H2M}Du7g)yha)vqgf@GK4%VQD$f zVy)C)T$5Sv?r$y(jb|^8BURKdwi zr&+Fz%Rj8L*NQQoRIpx)HTqVk{EpbUKsld4s)pI)Ay{sP`#NZhgJfyjuT>j5uo35{ zd(meu*%nv%%}Pa6kn*?N--$|FvJlU|`kIa_K_%`XJz`dBDDRuA=y4_e2tNHuLCfK> zJ5@2``0hT{q!2GEVEtWHX|kM%BYwx#fRz-QM?N*>$#M7}g8HrEcm>AQRE!n$U(}ep zpuCs&Z`t#TDA&?m+*P~6yGL03MeT_@3M;64*RirlzX>cwmR(~Vm0KkHMevBd!@R2v z<0axf&2HQUbQ^?bL#QS7#nor${q1G@N!qxB{^r4Lv{^dNQdX2Jxp6YZTvZttaeZb@ zI*MbWW$CVvIu>i{IWRt8l=sB+vVEPYc#`}Z%k%b7UMz~HYDxyKe5aaSsr{!=KSE{e#CWaj$j^QpnS92+ z_`Ls$Z11D@4XWPTGV*;jES@q`Qk{4LXGLKgcZrms@cpvwC;g|$=;y5uAM`4oAT|T9 z!+EkBS_A2AH1E>GB0bM;=Ji-ud_-q+)P|+1{TAa)lXt7=@ucy7kd<-1dWv{j>Xq00 z_$VdB^S9Q@<#-BL92?0j`|q*_m%xwRoyje2VEI7w^aT9FeXQNl$j3 zRp;Vfys`X=W1mOqGCqCBS>MjId!5zNd@;R62c=Z}_+%gVL8jsH$Jk4#?r9jm$fNI! z)J@%f-7I|t-8K<%Ph+N$f#+>qBM%x(^ENp`6{+h8!0SHo=I28V>z%T<~=@O_!jf1B&hh&!%R+bF+g(aIk% z??S6f%&Di1Sp`;~$dJC2GMcV0(m~uC-o*Q>*<2{LxaYcteUIRAm-!=;dJ)G|PEb~P z{`cYc?Qm})wj1&Hmh9S1zcX393!4SB`kvySfqZ|_UxBT`FdqZCs4O#OVqVIq%lZuv z8m4kRV1#ez@oEUfwR-in80b|zDKO6Qbe5BMQC25?;(1w%#d(mz-%PEL=JM%fs=fzD zr!epUuj0;|Ef`-xX>mQ)<;H%W<+y7r&aCDzn;nD45#HtDLnhlQs4K5(8`oR4g-v{- zo5u56vh_X47ZGpVyMGKPao^{DJg--W;;z8O+QzY-akkFI>Mv@?E#iqMaoujtO~=x7 z*7M-&A@$)-k&dRb*Z6mx+2KLC)LVQN@iP;fOUx(nw8n$->suHw_LoS{(@t89RKiII`s^s8Eo%HKEcf+(xEeJ>&tGK6dTO{$kLp@1 zfLU)imKJ4tV?4*&gSfnzR$mZzJiY0tJpLHR*FZ4l&h`9!-6(D7b`TV*&~kf`b~XP# z!cHQdH&lwa`=JoFmm51TZqM^Jo88*cBxN0%3 z%LsWVWE<3DkC=T3^8s;1--aa!5C zhR3tTzr~izVbw#FanITYRr;tpaZo0=;nfW)MqFpU2oiN=<4|ZlkM+3Ub2BA=!oo-# z#Z?`5q}KFt+~w00ZgJM9JJjc;*obpmzfnQlbz7F|E>WY-Qs6CKHNkOHcJHL3E2w7? zh2E(OwSmb6zI23QQ_AYXR&F!PZ*YDZCX0AhOYHHqmzk6~g%>;2+_+2gSKIf%ER8&v z1Fr?@Pd7E9Gw;rstrqeBCM+Ccsg=(|Uzk%?$iL6o`AcoT2{U&?Ij%a&Z2WbyUQ6-$UK$xo3m@=gFS~td>rJ`*y*T2jk`s(mn}TAU9Zx6u z=dO`>ZbEsn-zUSyQ(R`BMV_R~7iG~IHsbtfe0m!TonjC>%fc^my8x_irnj{aD-WTs zMHDkhb9vfAOy_NFY~)bbXKH%fp)*7sxJvw)dD)K2p0VYGc_f2j`Q(5RroVik=g?G(T2;vxUXdZtXlAMt4co~M!SrgUpxtIbxW<~nnNdn)H!t~&d=-> z^A&WI*8cDD(*+8XX*5O}!>a+t*edIOl2I+GDyM2#S(|tQ;nS3MLL`mEl@X@%)vbHv z*-hq@&si8lF@53sm+bi!UU}8?xJTo5KLypHTjBT>|4TsZcVo?0r$%};MeUe@nT6QO z%l|=E{yVjbdspYl<+u_zo}Y3W-*IGUm1ri(!F@9OKJVglNoCdQdwAY%g#5B7jt!O* z`I8VXBla17y3x)=HDNV|N<*TteI-Wx;mB+@_vhD(ee^j&fK=CfB{ftg_8*v`3%~m}R z8u2`@mO^Zaac*Wmp7}XORm`dVPB`Uff4&y`*or4*9`X8Zm2?MuAC}jhWoTRIq?30A zC@IeH^i&VO;Z@Xufm9ZF#r2YLr|l}-)KGJ}df!ley35SEh|+6|yb4C+&Z(31|B3NG zls$15c^7_+r-vi9M8Em0$5Rug;C_qR@HrOVr?WM3zAeAv*w$|GpA$hoGiPmn=H}X>y_t10p1 z(}EC;JJJeKZBASv#iOZuY)|^P9GhFw!u%{URqvKqFt$^^B{Dnu$C< zw^xykz2s_s+IiCcIRCg^&QGGL8^n7nj2ci!-1Gi73#W{KNX1)dR(j35trW9~zdflu zpB2irFxe*Jjq)QiHm;ZXaUcBCUdR3I*>T=Tk7{bklVYA`l($9P-?m4gn3=Llu)7dO zKU3Rb_!hw56Oem6wQnr%?ofBXG-tdn_cy7WH_`gles;;5#n{_NU%Ac3we^ZMbG1}X z{L1rK&ps}?Gb}sSE6HmJ-0MTiD zUrF=(*vgKXhDLfrZp`8DAF^<`(W}U|PLzBXek)VJ^RnqtRqGphR+E}8!ZDuBodp&* zvDl7QzQIO9k9UeWn~{EkWPUB;xtwKLscp;?s@vZ<>ms(i&|F51D{z%hOtC)CO@DEI zpr*V$D~g5uj%N#1QR7dr9?!0gr+Kd8(O?M2(Y?#`>cGd*dX}?Vh&$)H(_MLX(rcex zQGsVp>$r4q=p7+(qCqWoD@)6HTqOtx?T46rH7)nceh55tCMr!B#w?g zClfyq)hKO0XDg0A#~rlut*3_a@_KgSS#6`)FOB=+GUmMeTnYcBEIw+cc|puC^Q4w| z;?9U|D(`5x%@xn1@M$29tJITvT4jKJGgV_fdw=0J3mwEW9pkC94dvNTTefR=3Kwtj zX|~)LXsqGp!)0cnOJr7h9>hI&X`#9Sw|lV>*W=7L?lbnT7ROdz#FbNp%@v=E`x%&h z=BETd+Q@^_T8yTirxtVrPMQw2PLNXf7|!$6fpPVRtGEarAJUDzFXO$Kkk2CKRW{ z+7PLy&V55aaa~SfHm0PG6TB#jFCqLUucB^D^lq5k_>vy#*%DVr-KGK^hsAB;UxW2m zt#sQ%VvHR8mc3hy+gnX}Sapcco^|26mNw(LeetCG<@mY`8Yflw339xOxI<;#p!}Ei zcVprwbJa~aiTk>HsGjkppP3^3-k!K-I+GbCt}Tu`-)<4_{k&f(hLsrD%e!{`yB^Z7 zQ(1hUL_Bfq8~roz+p}6di<9DhKI1_~`v)8Cyb2vpjoK@cKrx;PG>Ycx$;#R0$5H0< zYau&Ci}zCcPpjVv7@f8)uFp!aRFIFYC?W16i>Fr3vd(#de+AWn3)J|F(cg#s3@qH@ z|FN`C1RB4qn3t(c$89-_-I{*0`FVo}alSsDIDR8fcX1HMRJ(&)-8@Wig{Y2LIP=jps*KQhD;}Q8>kVbAJDbxeNMM zf!$77yNl*y?Q>kkxs;^>JWT8FdAWTaS9$a~u_E3@(^AK$yHW({EdJ@mfd z?_V&@VZ6Ae^J^7wu`Q)A8K3T|%k?<2o1Ze*Q$s&7=P=HCRiJ@LpVFr}@7vREYy08} z9DT9*HJ+ErsUhN82E)ek=PJmSlqWavIo3+C0*~jgUkZ=)qWawLaa_bF)W=n)Peq?y zbsr7cFU=>h!hBZc=&Sa=;oS^9;tAx3DEtJbD;enw3|ql;1}0D2T8ov{);~QkS&8TU z)c6xd-)#Piqf2M7_o6l@V0I2(52}DaS${ktGoKezX1sOdO#w0HlHaTN7S9~%YEMmy zt6*<2ifUy42P#G%oWvD#*T{@EYSc$s#?#kk7&)#2ids-fgkxk3ojQopC2idiab}U)s`HQ;7U%ydK#5B9(qqeYJIj}g@+R*NnfYFpsSO}>JD=OBS)E}PRr^M|cutISy}Dh?ewck2LqAg4 z9yrCyw>su3Qpi2}|H{iFG&mhLnJ}=x%oAM3eW~l|;}|WDwW1iSLJXC`-%#=ou#S6@ zI%yl%XvMhIL>Q~z1$Fkr?P!Nd6x~Yd8qM%DjwHJeM5`Y=;A>+7k6ik zG*VolS4!(1=GVPqti`*y`)92BxQrheXyaSVUMu5 zK5G1}5WNQfC)AWZB6yE(hx@#6MtqHpFiy=_MsxS5jvLjVm?LjB;=|Z#pnkoF<`u*m?KijYfqaM+gkrj@m7Km&Lc5?2-RM!lU) z^`Bdjeo7g~)Z5vx&dE|Y{X2;zj<(&U|8HiL11eBx`wEJWXV@;4-|MLM7<>WJrvWYsUe87r51pGJ>OM*4*U<2he<(9G-F zv^VlVzWpj2^VmKM*F|AlM+_C@XgjF?sn%=|$73pQJh>_EY|BWE*JALZig^`fG@**i z_)vkSo2tewXkY{VKgNevekS|-7JqNx_uo+34fTptvIc@vak2?QgH*spP>riT|Ah5( za^MI}Pmz-gMH0^n=>>zx<_lg|vGQC`eKTS8r6}VZd>_$gpqeYi@`gNao0`Ky33tKg z6Yt`PNk(;eA0=(HlAVjqnON&Ao-0(xvSyp9^iWIG>oB%mRu22KS=_1P&eKH~{?6TFWn%zP)> z!tmch8?PFDBTZc|$EWH$hpuztH=YiEjrPas^=d8Nkl|06yQk1`PL(*Gc-&sp4^vxQ z7yU7v#Is|o;cT=$^VO1(shV)y=YsO~-p2QCMl9>yP;9>;f`QafQMT>0cP|`^@~jAJ zv-o-~Dt_k?bZ5aq?ZTz(Ou4e%1R&j#gp)#=3zX!JRc23JvgRCM*XW% zLEHnhMikvBZV8^oi)uXm#GSO)Yu`|tPhj=27B|a^8+bVeiwQpp;c`62f5UMuSr~KN z1$Fj!3hBlFxGpfBPyIeLE6TI()V)KmW~^ow!y|g{r{Ev>*hOr2vK~3Ohwb>bvoC4) zHGOKR!Pm0V5#w#)Imal&VcQh59Yyn`ao>jJ9Ql_HlXd0VD@MED`?w10NB+fA)ED~y zCF8|a4p~{4PLn5P(O*2NZ2LVBiwYKZ!L(6vOeb5coOn@HK9$a zs&!F8Kc&6h(1_=p?xoL+GG!Cbs=@bLHS++5`^uWd_?w~EN*=`bcg=%n6B!iu?>-~O zJiK}x`228dOZ#uj!iQ~*YXLq}M^1}>1>fe$ z^*BQ|N$X3^+i4(|NtBn<{tp;`T*ei{S$yBwQ0lmek~28+Hq)zNvbdqjeG5CSQd#|j z@v^e~I`%eU_zOH;E3%tZ?B%o(Pqc{nZ-t7Gg(kMzTAbE)s0*`Ul}`2@(I%cs`Z@+$ zVQUn1-%i!>l%KeU>^9LKm$B=_c}A@`AVZp37sPX04$HBbxX7bdGi=5ESOxGIPglN0 zg?UeP3s6-Q0ms>+?A za`F_8;xkiM9`A$LUNhbgv^E0AALHjae3$mKmv5WxkLR?-@v)|ItE+l(Kc9w(D3{qG zzDp#YKovavXr8OddVC9FTp=3A>|cQSv-H&ylG9lpqRx%vM;>`p5fX7XYE`%SzO5vxTYM*BTanaBanKE0g+zCR627E@UPgX~N}r{q3tDcGDKY;(1?`1Y za4lRm;^-Y%Kf|XjEO&-qJP|!Njh$N>1-qR{TPfCralKx2Xm&mfJ zxR_{+1ypl`|MT$syiBX*HyvfIG+uRHG?ICZ%yECn*tf76&k%1&7omuJIQ$HABUQK& z6nX;YV~ubROO=iIJan4ybDf@X#b9x3m0zvu>!}WD_^?O&hv;=EBtO^Ybx~#D%T$Q| z1*?AMt9?8>$?_6bGE>|M`{VicuTjuCdA3*Ona#snMHxrT3-W0o4WDIo6>J*uE1ss> z#`dl%eo6iR)c1}QE+6BxE+68`<~!*Ah-#Bp4(?C^8&Z5+U$fM&y2W) z76;JB1pVH@_5!u!cIfY=n;zQL6?t5jK2fh~^cSDZ<0->&6;Q(0LzGfM?#)WoyZFw= zel#&3&bN6z6+#DS=4N=TgG>Rf?@-Bq$7@M@;%b$#M!3^TVJ2l{;71ya4a8Vex-Fmr zJ!I68^d9FmUu3rw{T6^{J^VB`@)&lnfY?5f#Pbp3Gje-P(noEv}^CR*0r=zKK-%#JzDE>n^KLWmSJ>_A(O@>7atGjrX+M^WR*ZBJ&)lTlj zJ>ivAr>(RW-$7Q&xbgJKldyS>U!Sv+@cS{iEn_F{fiDfmso0Mz@cyRILTcj^Y`5lJ zX}06p$it1ehM%vp9_Rhr$(Tu0f1Ik*iE52@AH%AK?avym3oXYti1fou1$vIBh-Sf9 zDHx20WqgZT9&6n3P@hgc@g0#5su?$kXrWvk3bA+bR8_tH2|~-QIA+M=*nf}$cgfzE zBQ{|u&hbTM9}eNOENy}Cl}1|yg?I|(Df3Npx>>63#=T#k7&Y$6IS$n#EXDK0$5KNa za~>ueU!(N6|FpEMdBE@D)ZdZn!>bsIRHvJD*U_rEJ9K?ZL9Eh`fDSn;}phE|boQ=5aZ`6>ELH|CQS2QNnNh zi~Bl%QEk^kIj$L>B(9to%n7Fk*pBZG9;XtQmzkN(=r6)`1g0Jq-2<@gMd^olau+V! z8X=wl7RN__h3;WKJc{%9rpivn{Fq0b5k~&l-d(BMmXpHjiSaP+pSL0?0;jvJB_5T@ohd0BKL5mgH?!gqc;&`TRqf+D zSJwLZfvyUvx>t)jKEJdO`&t#@C9Q6;&OZj>`25(Cc2`;*)#PJ5123+>YNOtdmVYZ{ zVs895hUaA7KES6XY{oNK<2yncVfJ0I$61|hqK;>}wV;xww!}Aj4maW|^{O>?4yfPF zjdF=~cL8?dsi5a5=^Yvgme;BNgN<7fw()H{O;r86cyR_NZK?NBo=;=>XZZGl!v>YM z7<4k?y*mZP6U??_?M?B-l{@j=&X-t-r?Hn)8RCxne4_nQbyzP0epMrT$?kso-o*az z)Hwk9@vNLNbiZCK(|9@(8t=-Hb+#9#lp$1|g;r;ZDDHvS0grOU)RU&ad!G0{>Jy8T`T|Fisd)4JwQD>y&u4bxWjIp=;F@PQ~bOO4vTGT zMk7VdP-$&l4VQc17~ezozTCf&H!t$xQc*-EA2#Qlf_Hp7*n2$ug}v8A^{2geY8ht& z2Esl*k$z_XSy{6TR(Wx|lRnE(cp5D9RY@+0{~Bn`P>bRY)a5w-O2zF4#mmf5@y%rA zc~ajBGSi}g{6!!tDi~HO%%impcwmP4#!&oVM zDCn z8@*&|RaNPqr!TYNG5x?sMYTPy zoW6?Ymy6&Mc+{ns!B!LTjT;~H@IENUm1yy8Z?8~nI;>WnU&G zVZzVT-Veq4Wl(CV$5NONFyc;_cZJJDTmMvVFVk|o@$zCIRtTABJ)T9<$*cHYfMAZj9mJ}+rLhWA*b4LU$MB9dzzx{1X2!~7%u?`(XP(EI*qV^a3zK#F{>0)a7UTM= z_}1Hnd>m&L65mMuwd(XKReYynePg5wTK$f_LH1`!Ro^%k+JW^Ku=p(w3 z_lLIKtan^_^(0-qZu}ueY9p4_#y(*d`-n1|q~@C{JgTGpFjYC8-W%W76nAN#rHreg zJxAp6E%42ZpG#FKuQHBNY2u#xSG1ias!kBzNkj9r%fpX2a$mxzu_B2pe!B1}7vvVn z;P?i?4{htm)*JA>I<=ZzjK38WzYMllc>TKB=K*tg9DD04*5f!hEuTLyMm?U*^Vw{% z4A?Il$EkOhupL#tfbDU1;Y%aOlNaMzSQos?!b03{J(rD6DGy(={gjvr^D~ZU#nrTN zj6c53Aimw9KJ|Wt&$#Mm0*%a}`bpyL36C0bBfe#$EDxLFt%T^OLT`uMi|-Ym43oI? z`YQG35BYRQszqPi)rD6Ro_C<-{cO(WV|qWucpS$I<7)iRVH-~u2rZxGV|?RS0dYoE zh;IXZ$~+RQ-n2Y!Ayc-?y~k6PG(UeDQ`1Ax`cM`>1G!Rg{Yf=SuiC}YocKPSee!3m ze7*%=!{kqPn5?Ivda|r5q?W=nABESZ`~KpKd!{m(|30SYYvEPfyEdZwovz||O-Wf6 z&n?bKyU*A&4^A!dww=YB>HaE}Ew0u70+J7jKJGPp(*8L66;BO}=Q`di+lupjKF`}w z#>AJdL|1 zPQr2?7CsVtaS@jgZ5%(3=L+A-n<8R+N1Z<*)8g3jXY_N@=mlXMXT(>Faf3`-M}u2M zx&Z!h|s2@l4G@;>ak{3aObm zz6+}wURK&OSM25WpD4P^AuyH?IsR9Y?gVV7>T3gdDoQF6O{7^=Dor#}G)U%(2n|Xi z4HAk-6v_|{M9CD=q!MMQ6crVXgjA+XN&ZR+*Y~@h?|Lt<=RIeiz1O!=HqGyOgR#dOS?ADc~3Uho48#C>z;MA9Bs4f?=+*n zO!hzBsplC}f06Al{JLC^J=h|(Sg+vIscE(Z7MDUO)jy^~^LckFqxr-zte-8$9Eor1 z%_mnnn|J6Bk>WjLRO98@xAZO??||lBB5?`ck-N9m`uLL7c46-Rh5MMVF@C!%I`QOn ztebiaP5H=sxRNZ)^`ZY5eFm`EV_4admrufg|HyY;VWvzS>06zBh%{&FCl%fHVTY_3 zJC{T%hM;*yB2!7{(*6z^G(my42M#8#&UQmRV|V}w+(dVtl|YF&gavxmDVFMQFgn4Qsw!8y-0#_KhE)sj_k37Z~) zc^k2JCmm8Ht|)y^fZ@S3%pTbd`u>Itm*V|Zw0Tjh3$^M*(+Q+$gkP`G;4a7h!r#NR z*sMjWu^vR9)Q?JSqFH=@1&dvX6V=Q$$)vIZzsum(nV9@Px_sp7CC16x>r$e`O;GF% z)xU9|g$U5asJUCq_p(&hF6BOHG*5UBI?0 zc*S^k3!TV(r9RK1M@@LI$BVU&UnELxB4sPGw-&u8i9m;w^&HH)3)W5f;)i&5vz|(0 zRVh*DKRilRmc20IFbqDU5R=>KsS!3WB6C&==KE^)=AYib=NGjc!uzhd;sdTPwalUc0-4Qd&^DES79rdg-4oSvs(${48r z$tSk+#aHzCI;$n~&F2OCeoTrhoKJm_MXvmb{jSr?+iZR{Z+o9*zof(eXScuB-OPbB zJCY<%Kzp@VQjDGx_}JTg`T#PGBEhAQAI7!~T(_Pr4lsUpbvEFw<01Z}>-QH~YvFXB z4rcvT4UGI;pO=yHBB)O<*lr+JyhF0L;Mdi)Z_$G@Gn=$B7@oB5L)EQ1AAfBhnxj*>X%(Fz)*iD<%qb-Z$7ioDk zA3KZ{k1)g4!kw(WPsM@M%V~gTo5{UFFZs@SxqF93+9fw>I~K?{u+(z>mhBqTIJ=3a zvdF#I^$4^d*Yo~(oG0z6be|kGU%~ll7RfvCKeQZ2&eO=Vo&~dZX|$0)63dq9|6e{h zT;EwSR2hqZ#^D)`W-s_wap6L&%X5jk#`)7VXW-{lS||J6ePqo#tNRL3?-hE!q_;{U zNpUPmb*1>rAsF5ShWEKY8Y((mOs^`gY{mZhX8ke7Cb!m1KCztSsn=E2{4tS@{=mTO zbLei~$~WItFdV|WQnRDB5$1^ysXvmnhUb}Kx6(VSwv%7x3;m=f!AGLXAGn#!?<441 z6L&7hf@|11c|Ru6{wX?+qS1l=k$FZlErbWnO=V>e3zR;rb%S4jgfiQ{DihQ zl4BsdrTW@*+Lk5r$D;4I&`H+JlSr_{&&POB%D-`}{iW+inEO%zF}2CYyLtg%%x==` ztiG8o@4&&SP^(XeZagKKYF~lrZkXr!TO++})%zLHNG7(;@T*3%+u7}Zdg#nXC5?4H ztoEZ>a@NkLRY%^F9O=pKoa$TcXx9{P25Z^XHFsf7@>`C9dINEyE4Fqp?lMs(RS&0O zM^E0DyRUxc_HtO*+jYDB+y&{K+MEfyHRjYe-E&<9>3JAXPh2cs@UbJ!T~`=6-;(k@ ztTeV<3)e|JXdl*Zh!+ca+blBIpQJM{ULw-Bkx5BXF=<+8|{nw{_Gx!Ay zIzuq4i4OLA8q{tSy>?^HAUb{PPN1KDvlps9D`s8HKKjTW%ToH;t8mAZeK2`IbJPdOOIOGHi7Z_CI5^rWlkM@iO_hkUTjf>+*o1FvuMHnMklf%V&96ZzweP z|JSttnGIL#|6sAdzw1+F@l;kQB~B%S`!=lnlur2$l-=Vq_`yQVUctjIV%=*Q(pjv+@^_TP+g_59sY->I-zmh{)K;ZPD>uD3O8mW(y;^2R&hnA)7%p_BKb72SI_ z#LV1@Hz&~~_@t)!8@y$IzTZc@{#fjL7T2!C;)c9wBy>+EZF%wgVF;G?dla^xifgG9 zliUTr!9TmZ`ifh5@^}-EdW{V8%(Hn~-h|(bF{6()a(VhS!n!if9jetzyi9G0N@Uts zq&or*v;5u&tJG9$0+Azl)kAdtR9~~)@BPj^s;AdUR+j`1Lvn>yZK~ zY|LuoN&Obamf*RM;Njm|-6>A*O{Wqf=yt5m^MzEIEFwZBpLbCnI*3I53(wSQ88gr7 zvZ}ffqy{*5hW5K@I30TV*8UhfCyReseU5`!?v2ZlA$dtF7C6>cl>3zj^c53(z_bq* zpNX%{wLcKU?kC5-Y>+C~Jw=Jv#NIP`Pu3*eXr$!zTMeNiz6~y8o12`gPXAO+%hUHJ z{{My-j?i!FWp5IB);l{5b9Upv_c%Ay=t~`~MwV1*zF1Uk=h~wjUBaIApgIw+lU;NQ zyFG@b`5t@;)J|uu87!MwxH^A1Mhs}^%zVr`0H%kD_wTa7ApSQ_WPiuVdGmXx<7cu$ z?pD{4;!YlV0X%=8$7`5VMWpx}s%vq$8+$K?^38>LcY)Ee@4h{*oQV&Ivhg77tVs7S zv?(DPp6E>Kw2tP{cjMx1c$()U&HWz2T6wOMoIUL!*xOh?8><8apCT}#%zp#BO@Ocf(`K%@vRwiQ7eh+0j|8L3ybgZ%fg)9)k{%((%B*5E{Sqs7bn<4i}I zx2D%PBYuu;{oPfSB5hl}rwYWcSbGo5D)Gmg3(VVr8+)-yT@3gi#$P6e-Y#}rqNnFs zBlTiZ0dtoqehg-O3(400-V2J;VV)hK3u%|UXlLPDDHx7qyVSs#uirOWI=QpvLaZEK zKgoJoQT08E5B0AprZ(nJ_w$b@#iTQ|da9t?X>2%EbeK%;Z=kfmriD64|At3T)3K-XC&A)xW2U0lP?01RkCI9IJQ9vD zMq`odPBxlS@ci90=xdbh(O6rEBZp&b5ue`WnUNrw9g6u>o@6%~`zJieIZ*0C#wtQoS!LMkcb{`M8@kBD!=S$}8Edm~ zzU3XqD%ZpER@`j{{~wL|ml^5`$jucM`#JlQ-b#rwH6d`jNRy01$u`-NtX0WTlg5M1 zDWmvD4fu~2CGRy~|4iNn&R3`7Fs&csPoJ5GcHz}ESh~X~vqY-R@S4b$9mL(Ipz$cn z9!J*e#IroJ8e#0Lq)8^UR4+;n&E&3aLz8PEeg=!>d24sE<$9dD2|t^`Fcs2|6wB7T z@m*#_9M|b5Z*$!cS!mm)bG)5 zKe7!aXKLO&%hnYfscq!eaDUWzQ^~PaT+BY;{(2wl-eR5qcZdP4@G)ys-^7BcB3|}- z_H^Bjf<>B$Xxm|!)v48?{IJ%^OR|dg2SDw5etk7`A0|sJ(&qjq^(-$kb6t)ZMX|aF z-_87$y%`;hUB3{Ul2va%V{XIKZ|L$5MhrH>3;gRC(v^omvd5q0>U~82sW6;JinZ+4 z97D$Pj+^=3QnIIB{3&D}%Rd*eVRF@7>e>(WHHEGJ6j8YYvhdCAF-SHyKYfG) z?_hc*xaW;!a?&U3+95EWhTVA%vlpHxZYKwCvd`DlZ=QlaM}jZd^hIdqo5X$?-yBCC z6X{1gKNIr5<8Lh9v!&|W3MUOm*`H5w+8a;P=$+4X}uz#{do=q&HMQXHN z1Ce7~JqjN6;Xc9qIhTjFqQhVs9w#E)D>^()ig;<>4vnSJT$--I*C)yFAL~^me<}g= zg8oX8ttj7}WBfx{zF+0y~D$}S1OCQD(-Pmyh1oz?V z^IWr%RM~BkYLSCr^%?t@hSMseK7fNIMbOqf=+VL*&tr7zE|w9&~F zQdO@yy?&(suRLv(e-GkiNAY46G?O#uar~I#|77^8YDW2trr$xTh~C!1Vizq&LOgrw zFMvr&{`n4`7RQ5R{Q8Wn9mM4uMDyeiUk!`bVZ7XRS-V}usFz}4-XMMkjYVdl;Uaer z<8~&;|5wT!4Yy?7{0cVXVL64adt=K1Vpi(-)n%`P`TvJ3)X|JmkA&HUFa*bvWv@CO zHh26`GNd-f>taePEd83K_p(r5_&tN^eX(_iv6?|9Zw?1z-Ff6p9iUB^bBFP&z^^I! z&meVHlAJ=$XGQe&kUbWQKd0jzMomT23whNUWV;LUqs)Z^_-9#?FD%5AJc}4rh|m3v zdIXHB8v86Zd&fNUEgK$8vo_e4%<9QLa+`RaJDxR=p5UiD?O$Wd?0rf7zhs;!DxNhq zO71hh#;!4BTju{IWWST;&+_-bIA2QCyUyQL$o;DEpYit_{y$2q)5U=MAh-!jmg#w4 z5>XsyR5Fn0tmDy@Cit6U`dWrsv_v)lbzY7bEo| z)9a4pe&=GmE-Q}x2l?zRJqv4kvg6%)Xe*u_j6>65JrCQm>i-@ZzDN74NIaSs9Y^;w z@g%#|Cb*_FW`3@>@ib4q&RTTe>i^vF&cds#HU12@K8Hhc&ZqkH?V`fnkX^!`JFsNl zAAO96ZSi0q_;139%iY1eDpu~KL+UeCCe0jpp6dTR16||F`?B>uKc4tg_AVy~#a@ z4YI>|DVa9%m6LegYG}3RKP74Qihd5KMP~dFWSGEzOY+*h5xpNyZLoa2&j-3|JP|{) z<~%u_W|%qWyZ$B8*W&|yA(>TUS3s#44x~;-J@S3ak6)or-V?pcLI=|?yUY*Ao15u) zlHU(%d%5U1kv$HD#6=KZD)uaQWFQZ?9E(ai@*}qP_W4dMywA@~H2j36t6)bLx_`^# zQ&II3a=v8tIMjHlz1>;ds)A>=dD=z{U1&!Chp+!brx)FaH#LXOcDHwtd+4k|+(xzy zF!)|9tPhoIaG;U1nZN&`N8SLY&hd?SGX|&1INpcdH?mF>3?GhddG@xB|L#ks?4LcJ zoF|Au=Zfu5IGE& zj)2PkBv?qQ8!=&k`5`&d#bWsmbP*r`a_73>VOMKd~j>&@U$0RS>=xvfuNT zci}Ldg`S0JNv!yhr@VrJc|Mw%{$<|LnVuCO)PcP!ivsn;oFCjHjPrjT%;*67ycbKH zdy$tN$S#)@yytDU_)9EVWy~)inWvTako#tSTh}$&RWy@zm%}dk{IdF^jVq@4*~s6j zL42;cE^#Z*Mrz_f1BhmA%+s#P8>7^s{Sk`>(`-0BW*K82a`$7uyLe6NO(r8ra+RJA z$DOpeMB8C(_Y2H7ulrc%$(ytgy9e8RH3aODBKiw7O7?FLs? zF>SF)yaC1QD4G|uDE*&eexV5&jDT{L-trzfo<|L=1q21 zJU?r^3M}(Fb##<(WFQn0(xU`6^8o*={-`@v1m(k*OxIIsvnfiWOi<;QHMvn_% zUkzXW{|!)Yp8qMyuI6c}@H!By^R47onAP?BLz<7Lb!vq^h9SF2^E2=1?yq~COV!il zSo&MU*bcc=ntMbXdddiudCx7lo^Q=B``yqe$sn9nH}7ES5Bhxx0*fJ-x;mZlXsl>8 z96qb?yf@h^(5#o=N5kWAR!pXZ{fzt~kLXE;XILrO(-z^(1^96YuTGxfX*?jiXooto zN-SKg&-eJmwUB&)6}t0?pZLkgm^{v$IEu9SwvlHDc>+|~*@>1NwTG9Gx+{E}U}za~(cr86btFx`u-&x& zlx%IyJ{?5DSrG3_!tp#eZ>^rklOg8Myi0x-bKc;;-St--8~<^>bzGkLg(9@8%pj}vP*56>}LLvm)}j(_Rf5+ zzeeo;EpOROj(X(o%==z6LKm%4gQH26Z z23*3Aw)markIBWlO6x29U4<;;_|>^E?`N*dj^x2Ow+M#Y=(!mqcVokHQVbIVKIBW; zaeM&V{QsPHlF{aq;R`%T*6-6HlHIHi!T(iJDIO{tk6xXzG;8OQbut<1ijiRv zKTb}D?(i)I?Y?~TG!g1K{xTNE8{qwdf5{ZkmMjnHHJJ*hvGZH{cpDZg%m!QVen0ZJ zF!qty_AA>xIwEk>A#4onzdayyUt^&5yUyau9s- zEwU7yMr-#l|I6>g;rk=2moxHDWICJ=UE|zZ7OzC+-~9EK@ebsN=eu?s6h5R?EBIyq zUosQq`Ez-92+7)$T^PxZe*#_|Aij;#Pi3QKANf^A%yX~B5IV}J-;iXD_D|#DO#N-d z>MtEXh{Sn6A8+_Y^q2;PC)glWEzWfH`#8V9IPj+{H^V(S56|SC*#SQR5A*CYc^@mW zR5zm>0Npd3dC07FIEky%;$`^ufmtdaUcy4V*k}i7-XL$jX?zOD?WFmidA2zY9f_Nj z`A`|Zvk!f=t2^@89eDCCbb9lqIXG9149Pja(o9`mi-Yj>NOvYJVR$dAH|E<#v=|K4 zQM}*+QeA13V@W(#?Al3>*XY)swO+)9(@1*>98>=*744I?r@8B%6gl_eHD5Yj6bA;ex~b# ze5#)l4U zT$J2@xvCs}hC#S9t2X3Csp(!>tbLh`nL%Rf2Yvp7m3Kn=e32!)J%_UWNzNtQJyz8qt{ay6|Q%Mbb0p6UGj9}l%@YSBq@OlOR@Y0wr*~=TxTxb zg7+o)%!8!dp~Xo&@n$-g#pZgr)JjCUmbWJp=}0zD6{40Hv^QHnA?7aUEyuIu16n?0 z^#Am8DLeg-z3af>dTe-(uQk(GEi%p~@y+bj%wIh*FsO9mH_5-V2O@1DooX?+(cpfc zMw23I{w@@UvtwesvA)&sJdApS)Q`iiB+QOC=0G-ThDFoFzPyFV?yo6gRdP+9k3(;= z%@dBTqCqp(e1?|y>h%ZyKEu&pA^$%ko@^$|6aJfc;!wWT9m|J6rYQMG^TaZ2P!7te zwwis&^F^P-UAvXWzqyZ^E~*?O?wtd<9&qbNy6T0y*0wZB&Ck_rupH8>Nm>LqySW3X zsE1X?&f4KMEc7fS`olG=`#So&8`N(Q{r2X~eR=TD^m)Mya)%z18T&7iy-DVkFv_>; zylt9+HLLVDg6Eya+I{)MFZyc76Z&An30gNT%sU%k`HQ|c@YX)qwMAdAh%g_~G+E=b z;-?IxdKY5JZE*Y*-d!-PKk2fDW^b{)AA6n(hh$ASyD%>-FT{$&=(5~+RdDxS{&bc$ z6JWLl-e>WJB&4WNPK4c|j zPf`6XjLLe3N?IkKdG46*fZt};oXJjC>u-&@B-xq16&sUZW0C$=W5xiUnfroddVA7U z^~8`4BJ(+}dXGf=LTRR1ycjE8s{Inzcfj~Oi(6}qrab%+9IimF8(=dPVqx)mI(}k| zuf?r3{_jWLhn%||^Rn6@l@BV2tmE`@qZxHGw6cS_JSL6OYbEymgAI2;prXH%PycSQ zxH!a)(dQ0Quhc5pjj{r(jo39z6zak|Uv)2ZA^U7GW;;<~56)EQJ?-eag5?ij(^0JW zKCH7}Df!$|<9;@Kq!#u$Q2w5Nt!cB5wpWvSh_UKveVIPa)Bk4vk@x$RAd?K3J84+Y z9nnz%!Uv}i2$p=%d?@y8+C8eK4&Vj<$L7&&~;gv zUy3&OVp%!-ufVdoZ|V>0yx%yRte4~bzGlmLG|dXXtR2oykK}hq-Puhve?*L_2jNFx zeI$OLVT8G6rDVpQE_xoq3oDsT)@zYHe8;of2uOd*dq1W3Qp~>sKRy#dPNH@8P*z~I zUgXHS@}HpazR%fnI-e&zLXKn!`c&-LqxJQq{ul#RifMDqan(eLHyo=;{yb^fqGk5w zCi6<>nHwXUceTx0i02_VTf6CcYrrFW zuxIKBbm7$pi51EH_O;fhn!C=Y*;tYsjCluOeJ$;iFKszLzmyhj+4wEJY!*L;LUg)o zvL5Iv*3E8!|G_-_u6xicnOi5*ejx@8FsqzK`&4WyW{e+Pmke5;`s+Y(^IEYwS#YxN ztqokm$*!)-PUh_TPF?flL>sD)S!8HNue@n}1hX4z)tk-2jvXxUgfUhbJ+=Juw)Y?$ zS;H%{JFX5bPBGRr%-#ymkKD(8Y+k$!2PD9<-DyQ=c@a8^%zt7aBFSbzcw>az}SAe@oTsSKYVO zA=hL)%bWXC&36-dd!p#)JiHj`n!)ZlT&jeP$>lMK=E;V+1R_IldlDZz3S$m-B)KRq zAl)K1SkD7W>SGp0y~R5#W5!~~Pc%dXTZF-cILBc`i8s)~Q7^j{g@GO|n8F888ylw&P6d)x9rP zWS2ubM;|pO48Yp#^vo*rEjWEXE}ds)sbbz(?XNoYPp$7f`z&je)_gDTUEgAnjFFWQ zpOByx$(OoPw#agLZX4F<_ISq2xMVVzHKpe zsk0XGv7d%oKrhnHXJtr%P{GX4(d{=(aN{GzHTzf-?0V9}1|-@>62 z-@jkGQ6&FYJo$;fCzGxpKBb;pqQg_JeN&rcP)qKn>_I`!^l&o*ad(WHcm0HT3$k_Foo7v?z$~DFD<{>tjj9JY{@+_|B`$&C%4R-DG=I%1$!Qa?*I$zkJ z%@!l|;hzWc)~xw%gauzgXF93tL#B~?&{lcS0WQ9-_q@Gq z%)Vtr?^HJ(<@bSXbO>pBv(a`83dTUi%k_Hv&`-~%-9od)VkEPuaG)?W~0ou-|eex7^DA?*9;axjw1ge=xu}C7Cron_k$c;$BTww z^b7cr`UrWaT}<@M8>(tN;8JlQwO6`fPpU6}?z#bm=N3g+d>8o_>V351$GRW8+I>LQ z=3R_)%?eKxQX#K`(fby3oXoSPie_Iy@M#>IiD{>}a~lM&tRd?|>twz;RM#{UX; zr|VpG0qhsE>8&huHoFXkdJ8=7L6)&tyAS3RHS7LO-w7C&D#V|WxfAYAFoT_lf#-^C zQ{efeINX7Jck!}!^_s}Cv@j$6#K%fv^m{DYO`FH@JS!I#koR2Jy~XNR8DkIWQls!{ zcu(XNtJ(fpKYO$rW;Pl?g43aPDC~yn{SC5IC(A&wx4$t`qiFRn75 zijAiidThf!op5BPGxy+2H~P<_$-nTp!o64@%xMAT$7!9q99ff))wa1Wn#C5$LRSQG zSL^2lvR1;(X;|rpVDX_I zJxXEsD106$R{V%*#l^Ih>^K(#+hW{ae4;CquH_>a!K$99b}PBwr}f+9`pmsiKNc?M zb4$l+(efk+R~MnK(MO(7gstUW+ey4xWUlE4gBMw%c_B{haOVGaJlsaoO01a`tnH0A zM9Wh8&eMQ-P{_`RLE=*E-GN@+`0svXJ6hCAP1w)yJavL6;{IUc-$ILXX#6$A7HEG3 zzO}`W$v8Ivml}v<4Ya=xKYqunzs;7}Yne4Ec_VhCPs#G#&Pb>G`GHTqMx%1r^%~Er zgBM4#QZij!Ao8R#LT&916&c^dls>e%gxvQUxgGuv!Ocb(*$akmLi8A@Cx%oe;b>N< zt?g~3AEp1Hu5C^Co_>Zv?F!>2OI1hMeTQeqo9mOK<12mKAU@sBBc}U(xH6?`!c|&SxI#@AD;rR4XpM7-oJ-gnfb56>yiFH6E~`h zGACpAMm{l0{1{}MWO=S2nvSMHvIEuRYc-*p-2XfLe-fVdf>xdbXYM>6eh<;3w05a~ zkY_@pY4HRG_n>3m<1C^7H=^W7=pKg&#c{1KNj~8lnN1(nbMm_7p8Y^Js>7yFufIx;tPY=kUvxO19Nl@wtr(SO4<*>-B&<7J1bhnj z9%RugST7m5=R)Na_fJ)5eV0Cqz@RBl9bE9;qDC)XhzoZ(GZkW|v*F!(S|>VvFWPn@ zRSmsdhapGMVh*P75O40rwsYBjC>c^!ek8k`LBsFioINtBdb6AlRpnbfp*cy5t>%;q z*|``SRA%L3?ts?%|50(_TYZE}kNEo>_+9Vn%;6Us>D@v^tc?j%*=vJu6xCVwQdm|k ze5)A4W_csk1$Vw?jWv8bZ%cRblVtn46#I+NIxD8i@ZD=zaRDS-`>AN=Oa82^@+>RP zHi!3YBi`mN>M9cFnN4@L9YvD+9nDkSH^k3IB!7#oj%AI1%o^3OdMWE=w^wS`e*wEk z$eLC9Kl{9bhu0PL4s`ux=9v><+FpDqNycM&$VBMf3(byZzF}s*iAGz&&Ud?}E6eY% z<-U5VOt+7<|B(N_%Br8xsRL_P_Gvk!vzIqDl+WOC$;_4aWS6nQ7I7x~xyRu`Eml6o zbwgn_gS4k%<1eDyA{^~)=1V2ga-!%mwtdq4a3{W3;h9;7c)M{w)pu%sJ1^?wL?+e7LDzn^vOcxOsuTOF+K%U6;cDErwD5n1vMrjfg_8|iro zuURU>zQn__tLjbuvRYiu)6EfVmpkfF1^t>Ee=1I-Yxn}=Cnrcgs&t+ zB}ncMr#>_-Pmg5jXyvc-;Q0_cmgj@l7vkm~k^VfgCZqEr_&kG^sW8*q$PJ)*j=m0e zJaug>Xn!Z`^h;vE7`^r2uX9+pE8LbD|M|ikbvtQS z)2kDWn;E$aL~mi8CUi*N#!WC9iq)U$V-<8yBm0TiaaZBn{H6GFwxd}q@DES#NRqtm zZ-)ox=y|Eu`(oEo^iLIm@zDNPugNa+08X|v#wZN0$ws$`>t~7nUy7V-;Wmi1x{El+ zK(z!ckJk5b^gj%WvmC8JirHf6_j>4Qq!;P5h;2%+^%nB%q5V#?X?@Y*D-vbz_%Qyl zi8ntl#$-i7OA^&0QNGa}NTX+=)Ja5X;d83-oy~L3qyI21rW&yXIqMs-sB=podjP(6 zB->s5@_c8OHQbx$CknG4INg zGpaS8$Q*YRt9%UaJaapoEweIrBkm0sCpNO%W7v9iA^M+XR^Dy4%-+XAqE$6=rRLil zV`ne_efUL;ruf5Dm$Mb*1R&P9B>w-~jL+2S`+WOe;9unE)h zeL2qqixi^PlOoMaaBX1hzuE3sy_^8kZ9FQKOZK>vxCqk8;F)T~H{w-KSS=&vYAqY{ z&#cl+4Wze4=jsq#0m1#vh{i$tkfly50nA6A*Sen`?& z^;?1@{h;=ow$=6dJ)Qp*fs%u7E4`}u-4Xvvw- z<)rLkSjeKuyIO_p8~ESZxUkjlr99_KntTuAqaEMK?|;L;+s#x<=zAG-U!liIr0ax} zf8zKRJmhKPR3&vXS69Tf?_oF@Iz7y;jj%qM!h4BA|Ixdr2r*c!N(IUL&05Dm;brsP z19W=J%sO9hE8sR3Qjht$N>6!0elUJr?7AT$`E2Z8z;*|VHLv1kDyb}k@u8%C7G9}v z+r~)m(Qzp@CiBnpg?s9&NLZWXsS`Va4Id#_GVD~v)&mQ^m7I}R7%w%M-*tWNkFz(p z25j1qCAF86C9{_JaWe#`6e3}A8J$eaz3Fobe=337cjHZ}UuUoT7V@Po*DN-eOYifw zSs*&4HtZ`9dW~;?%@aEEpD);LJW(}`Peu6#)PAz5Q?%4O1me0c>Yx8;;@iZPi(pbqe zGY_Iau|zxE{1OW`kpD+I$f~v;ZaAJ>ERAZc*^9$$B~m z4{l(|O$9IQM2pvXLscP7a* zio$ncmp3Lecw|+`tR_Qt$v#WdHY}I@I``8qtIgjc;VORk9|qN7jZ^V1-|x;LWirqd z^Jp2BOUuyfW9ek*<+&r+A0oo|8D@n*G;uV`Z`XTM`7RZa4UlkpJ7}NQDq8*=CRKt z*0_fSx|4f^8Kn!1=0i7Y@RB!iiPo3HYJrHG%=qVG#aZss%7|yXTwN18Un6sC*zCtL z4O#G3w!RJjb0;{*IMZR6HLOp=sjJ9(0{q6gLqD8MOIhZ8Tpj?eXP}$CIPJ7w?*FH? zyRGoe>jzTR6eI6uh13Hq$_ft~sWvN|pnX=|PJ~1(KZbItLV`mX78D>`U&DnJL0Fuw+ zV7?WDr-DIUa_)<@soODy^|rCv6(s$Mm9n~`8P9kTmJ7&V+nhX& zF7G&#XW!SEH9ytEALO}|y!T;SR?&aRe)s4pyN4Q>1tt~ln##j8)zapR4ZU4ioY!O( z+y0o6d#HW%x)`@UD~vOqF3;0AyAf*ObO*Nl+p#=-N!`qM*(&u|lQrrnF{UP6my&;n zBhTqIS@qt8&o%VRp31l2(@S5;qwy%V6)i;Xhs3I#m~kE?^2B^!-q4nH+VQF%#eyn0 zc_aN(2kT|?#dC1YTAKAdTZEeuxrXgJvEj4)A?oB|Lz{Co;Vd|_7Gb? zHmkKK+sS&p)&I%nzgoOFl4Vjop^jPS2y9)dr$ZdiTD8>cP2GyJG`mjgf5@0Bzjui& zSL<^yKU(X$34Ej#E5n5JyKllHE;zVe-+~@i1wYVekY@ zEMD-4ftZmT!sJ@%~d8d)BqF6K*KHswP zR@O;PsJOjUP zCRsiF&Uc68``&?H`_b%L*1iWXZq#$`%ZA`YcFTN?PuYR9MEgAT-Kf8-G4^3CQztDu zT3bOswK7)l%k0Jb9G>5a#nbdXnH4^P%)b!*fi!){UWv|m{&60Rw$k|qNBZ-Y%!IGv ze%8}g;i=Ei^*HUO8fgsgsb7dgUz^2Ch)k7fQlxPA^))`G{^?Xca}3`6OW)h{v4AGo zn=u??Ptc+pjLv26?3G)Nu?JvcV6mKHle>PoB)(%huccbvVo2iG``xIEVflXmO=Dm_d zQXBnpnqS9)16lrSoEu=o7kF3`vc}q3NxleX54vI#d6H)(+0c^9;|TM3c0;Ce>lAG^ z>i;&M>xgjQX>kL;O%{>`aNZ;ueC5bepVrei>-JCLN##k<+qK`Z)C~Mw#M_P*PZnY9 z{t(`v|I*@UYy9{OD`%2wCDh&^N2+SA6?N8`#Tv4GU--T1Ir;TilB}n>uQ{FP{Z02| z^SPI#gK2mV=H{KsG5Y<{yp^@+W!WqHKE`U16H!{8s0bT&VG7dmalmgliN z-@o4TFS*qdjc+GyRstoP(&2hO4gwYQSc%2Q!+p7<-SDTOUcMCzx9GL2s~>jeT%+lyGNB+gxr(bHL{rfdJy`Ujq0 z(YVjC#XhuJzyoe__9fA%0gaOx_$hK8$A0_hzYY%E4}q4B-HG=X<9QGEe9yJDStfOV z@5T6^{B*;$rbhmX{Had0q9y;&(4s9|Y}MMo6~6+&3m4=rpaqf>LUfy$+LNdOaTFQte?OW=`Ze z`6k|<6o2rEYP=%h8wXZmB^E6BJVish(os+cNOnWJ^HPr`5l7uVcD(_(MHpz0*fYdcGgv; zdgdf{I)HSOarZ)&$TO8`t{sIn&$%nxmrZ-%YE$!STiP5#zDsyd~F7}+Rr3xE2qB-n01SOhSOrMS@;4i`a`XTtJgZ8j5ZzMRg~9E!HiBY%louq zJgtkL3*eQiXa~@4ke*UauNiywhrnShFiAvN#;>Qa!fa!H??@^*JxhjW&~GaC^zm0R zf&5A4Q^db2uv2 zW_f}XdFuHbN!s8`X}^0zqK|&Q{9+p zT&gVQ%ywNhzB_{_oX0!nKqlGlM$z|nHvCwx4`cpJ5@y%!EOBH$Z|D!H=I|ZnUZpq` zAHe$!G);Da?)Z0!GtY|%TX{*U4fKXfvZ)MU@0*=D9&2l{NgWJ57n}bRDN4iWF;V4l zk)VdF?hzkeXNijJ_X;$-LFZD;&K~+s*qPO8uZpTg==&?V|HG&OX5LEL?#p9RF>Fc! z@$6H$n`MX5e>-1!Tf3vkKhXVEcKzMSnx&zVZ-y7K>64@>N0Tqb=e+;P3b!tNf0h4h z@u9HgD`Pe?JJ!LtLog$m%61sN9p0q!;lZxVec~@#zAJmYEehU)DL>QV2-o(&qpW>9 zT+3-jPR-=g9DSB&PN!v4@-Ok}dS@Dw^9a5F>;KK#Tw^XtRgK%B-w}!>j4=@V_Y#|H zh*BlVbO}pj=j9!){tuEj&}|I6wu9r_B2-cQJc?Ea;!`E)-z2U!#{Yy=*-e^#dcUz*?iX74ypsQpVEfdL8i)s}8ge@CNp_(;H93{$AK}22 z&PAF{@R?iioXXJXO3M9QvzfJOK`MKACX(ZEzw`dMnd8H8F*Q2gg2`giKExh%pjBR+ zsL%gir1xtuT)>Nel+^1J*mgR6 zj=bmb+r>|k6?Zo+TahyPl@^-uUS;ht z{994rcCzdzKI9&=Eo{Hz)B6}BJFSi~{xa;$PMFkVxt5Gg@UvB61}(|MvaLTVFIkSzcBj5yCP`MJ=ezSEqWNjgC+lGusALcOXuls9i<%p=8p~aeYdcvz z&zkP#)wz3nLSF;Ln)@7`$cFPUeXEg9#r{Wm*b6v0mF8cvQ}*g-x7ZZ8K7!q;W>t#5 zzrcM8O-hTFSv9l9s0S7NekP6A;LDrzNVdeb`2UjlmhYjd)ABFA^uvh5S>Yo`Z{_X7 zM8Dm9;T(PScIE&hUZ=Nq=7zi*S?AM#JR)z<^IbO?OB>R$fj*iT?`(LtG)7kUrYdUc zbWJAR*({%Ty`4mc$oTnQk-U3b_~<6F;aqdZXwtSM`E`6L zt0%HwKGgt=;`>Mz`c0{lXNdOK;_DM4L98+e!Zo2dLu|`av}Tz17OkfmVYWGN zGTzh@4cgM=L;V+l^L&iSTeGo#zQMd5Y@Z70=aak&ET)pPs{WD#;x5vj=&CVzb`ho<9}Z=%zBqtt=o?fiT_ z&p011lD#(1t_SP=4Wm9s#;Y-5tlp-vQg-vEvdFOoUwuxb%^vM8B)^gbd6qar|H-j( zJ}ZA=yc>9Asw!o-)^^sug)dAL-xu=ak+66bbMDbYHDh(sOKP~BfF*Af?gjhmvmI~E z8`>G-Yh6tCK|jl#j=*mMZb++Qypp?s||PbB$_!rfX?pC2@SbzXagcE^$Q75=h{MN^ygPnz7W zO?lBQ_ZPWiyo>Z}AfBf>#W3V-3_A#~2l11v2l@Z!zNzrLk&IXC|0`E^rcWgZ*CAO6 zjQigIQ~AU(cvOvFeTJD?JGhw6i)nd-nDdv``-v>q;lvEKeV=#T#ItIM4_Pt)2^40K z`*HDqG}MlyVKK-aMxv!ycsFdu`Shvyb0!`?=Ez1;yn%h+jPQas5@aO>Bvi?t$ zUBSP;g~ESYUSpiqBtFC_wRzKH?DW0SQ)4Lc=0KbujuHhNz(GrI-X5>8s``|UW%BfMzl>`CswG846CF51Ncph$abme4-c6X*86x#Eg*YTwW z9-N8?)A?RG`Xo0}>OzKx50c;xHn^QE4aoMq*pSKs!{IWQeNx$We+Xs$^BlJMf_5#) zUrO6#xjmG=8!`4geayhG2es^~P3rKb;^=yQm%U>B$^9f0r|J1CQfD_^s(5TA-M+9& zj_++yYDd=I*71>kop_MQr{(o7TQEO6>RZF$DSb6#!J6i`vc7*Vc^}}_che=$zg`sQcbnPn6T2@e+>Q1jYgYGn)uIGk+S2`P zBP?`vst}L$`!cdU#(w>LPPOx_fXe>rRHNM&S5M@pO&wj~%G}YO$0pggcL)2v0_nWJ z*+H8T(9Rp$J14_y8S>J4Snf`tj&98M$F&bQrho|wM`>-JOZTetIEq<_B zWZ4DpyJ`Bde>eKvl8tJ^?sV8R=Ra9nmRvj^XpyWI^P%__&ECe)dtjXmeH(Es`#G}K z^KK~q$UoZCCfURO@oeF4Ont}Q!HKxPjEB5yrkx7$;+S_azC8?+v$V)=$Oj?Zht!Lm z&t8Os^qY6IAF=6ZHoskrxzN347YP38TXY%x{E`h$friC-S!IS*@oi{S6DR&@$`j zM?&r+Eym&Q0T`3rR>{qJGR?olp03b3)O}d0FB~RDCDvOeGDW7+e0 z9}g){!g{Q_g3J>n?cnG)-?}pEua6 zJ8w>fqF&HXZl&9?W&ztDC|WEsb`4T)G25r^>F>Dvl^G@b`47eNj%-j9_v?xZ$>&~D zALB{9*qvhPW4Cv8R!~kh;=`mrj&AjNMKM^f=0)S#;RiN;p3jw|!-bHj%ST6(Cr@Qp z(=vO*e}>b+e5r={CpA&Cf++S1(@63W$&xv) zzW6#D5 zK)#UoZ12D}*?}Hln^t~)#fjlC$aCupX)>>XawT_g`x{}S*!&ER%rZ*eIA6g!@#`{v z)*0bVR{xV`-$3#je9wB6)LmRvh=8f0TSL1u+{3iQyEYi{p`NaGB>CG%vR2jxp5#uU zB*yJ(>S(*K1FBjfKb8{(96LcnQs}p=<7mes)Da zh@9>oU=*9?DPX=$Y=`Twn0zCj&iA!1*{g-mN0TuTJr#%dhRgye_JR3qI(CD?GN0eZ z!nx2YFUHL<%P!F3T33Doxf%Go)3Jk{pD)g|)K60ky$qV~lBEK~Y8j`cwq;=TE*ToI zPSycrj^A0BdA<-kKO)ben0GGwg(ZE+_%UB1NdPgv|8K9d{`gY@w{ zJLM_Lm7;xWDz-NAJiPvy9Ea%h9{hTTPO}~PA6tF_pXA3~Ep`pT;XI8mXZ}nk{t~XA z%Y(=8_+{>}?hzY)!Ra4x=077`jK434`dQt)9Pfwg;Q&`;jp8tVdO2wyVwJP>HBIaP z#EE5kO%>u~Gi2~V&R}7;bV$Dmn{L}b- z_4~FfrqW;^adroMj>Nv~Ut1+kJ}gcjTZmZMRd*X^^q|E=c;sDtPw1}}r(fcWU-J8J z`F98NPhaSj=LKDjcQ*a9uCJl%zZYFnRb)8MJkMfJn#YdDw90&OD~n_m?4@S+tZ`f7 zs)@MWl;kh7(n0$CMBm9IdK`@&z^AG-$Tzpk=s8>zX#@3jEOIVvl3h7ZRPLwoW-@%t za#>68p`*Ev>t!DL3gh$ibfvkr67-5gGTDy%Xj{_nBWbx@A6eBqpQJy+q=i^m%NWh* z5=j>7rxZ*NBj*g-9Zjp&^hjOPOFvhCP-+W*>SSZI1ZBk$Psx<)YC9z2+P1 zl~By?isPYEnkS`J)ZfNg>5AOfCHn2hqCXmc4Ov<{QkK>?!Z-WGGACRqVw{U@$pm*J zO$YMeykU8ihKI0F?)Z9RM?rbFnJ^_Qu>-juigj(b_LR~`ZJ#%U?vhe~f{qW!n%_jx-1FW;|82%=MY>D0xRWQSh>#!{H{gSlWMAAJR~8`x|BE_Y(j9juW`q8mxOmcHx6hxs&UXx7L|yT{q0 zp~!g(`z1Hde>5z~0+r}9fWGgLbe?;y0eIV-2mFm&55WBy=f=Z1xflPSMHw>9V7s1v z-^Nd7K0zy^T|qCubi)*1xXCrmU}8%!2nC`71mb#0Qe=aE@_`iZiuI za4Ne@AkjQWQ=j+~Jys@bR;84JL*D*R!;GV_`h4svj@f6D=UUh_H-4%oehHyR>2(UKVr-j&DOdMEg)))b=Bi<$V z={;{k;P$b*e`|`AyZK6L<82|$S6EwFKh5y@d%dNG=o#>?Mw|9Nr3zmsmV4gy*-7>Q zom0m+JDD$l(=1lbp1%i;f4C^}J8$|D%Coe(gp5OdUT&1U6)ZxM z=$HCs8`v-JUMt|yJ4S2`or##7wFEEm=Ih{_e6=U?hDWgFH`d>WHu0b`Mr+Rw*O6f{ z33jr;0R7cu!&LQ3-QYWX`qHO&=$PHo`{?sB^6X8j?1VUr&rO3t)qW`^pm#Sets9dYGAvGh>) zGkJU3#4M7$ZyjiH7zWOTR_b2YCi_?B#H_Pfi4SGPz0R=ON#@0@p1r^~IdU)g8u@#H zD^tVqeIC?Gtk{>0Ue$68)P6Mw4EA{sYs_Vp*-)EA&mruZ{D03FvxmE%y0rP%)s66Y z8*T6AE9djRbr^FJ2^X+QJCS2=(j}+F67naHXljF&f%I%B-Odhu;Z&7Amy^6R?HbbL z3#dN}r|r;v3y&9x3n%M0>wG2}_YnT|CJ8eK9fiMH`;v@DJ;khbEO)7y@j>?4#$#T< z>g?^=?aU@TIFpa(P2W1&o^8CIY?IpSjmUI~b6=BsU;Oz74;$%c6^}~h?icW)s&Vhd z*JL$19WIUOd@>Ka+W0-_n|rR${PnQDvf6Gb#wWvkM|jR;(eFi`Ej|@x*F53NDx>bC zIvIYc?06kS|Al@snZ1s&sd4tDo>No)HIc9qtEZlQJ2w7}7Kz2%AW;EIsgRM}87-Wx zh1W-!MV{a{r@(0;B)j>07?x%o>2)-I)VOVoc@AsjeZn)M;DfN;0Qv0I$difRjJeD# zeHTvr#O95(J&2#qF?(DJp9e@*7I*53z}MPPBcx5Y2n!-}v@*q>r7lYi3D^RlDmeAs@jkLE@^)!jfvax~+$sZp5S zuPe=TKbo_;>or-CQae2R(sK8611!tIyEmOL5#dwMAnVQB)8r$47IB}mzi}RP2h-L_ z)#;Yq(y45A5joB`en0Ug6?z|W^~Lntmv)EH`BBWPpr2Qbd=?3tvPeVH_hj80u)2kD zvLo>b=ZfIe|M>Phyd%-8j-S`CwGPQ2@%w6?Uzr8&)c$DbenYnGx7#f~e8@U8{mYKa z%djGA1WK_(zDFH^b-ABS^@utAv=|@g0PW}Kle?>Z>0b@LcVJ-=u`N}zlFfAryJcla zWfAI4TDKy7cBrj(eLZrge%8sf{sKCa`FAmGE3wcacs7A1y`eRWMBPM`JK5}GI_=^+ zuR^zn>rW9ylJ$BiExTjozxdG+PqUkUAJI0eaT+_i9R}Cw_cuu2#+Eb5u^i?DS?zHB z-EV|cU}@w&ubKXCAr1E2M%>0!7Arc z)w{myd$CgL=lsn>XF~A`fA@3E_u8*B{vP=3ivh`Coc+iR>3uv~G-B=4_02ktt7zF$ z1Rsd2<=CYT8K&~QtVT};!f9gh9{sL`%{l&l24=~-@~X2B==D@%kHgwK*f2TSeur`1 zb2M}3_&h24XnCm-!o?$?nLIt&4?W)eoLxSR+3^&1Dv7(5FeVuw_rjhhjar1}XVPkx z_G9R|2d5Y6v4{UBvPX6kZxU_iYBQ1)-)Y&4R3qSfBE5bU_4dNzRj_Nwi<-e8kua+o zufv(tvd&(wA^xo}=7p>`OkBR4HV2YxZ_y_2$CIV?7D(j|>>up>fftO$!oK7>#%xnf z?^&OfH;@(K^^X?syQVs3jCWNki8ZCcQW$N=-92Ju-pki)&wcWFDFB*_QVjrPeL zw+z2efYtx!{n*MvZ#eQhi=M-Rcj~(ho97PZ3Ulpxqb$ap7ue)uGwUGZ4Rd@2zv^ga z>gk#j`0h9eUnV+_!>QyBNS5oKY@I5PHJzExH?P6eD@ByNU0tuQM~#|Qbg3$sDyC)d z>05Kc`?Q)a@=zgduD z6fO+M`g}W2MftiAehp`mRd08JogGE!yiJ}jP9MwzQyZnU9=>tBF~*l>=YFmz4Z}$+ z{r~HQHi^o&Vf705KTM++c)@&Lle*l+Y4f-lq_McrflXTRzIvi(-o$7Duj{fH$l8mKwt>NJoH|N8A4G}=>35-?Qe7^Y zKF`)~zLT~gOX~H!$G*8U*au6KapV}*8DxYa?D(@$k7bYU*pn5|_lf|&lI00VEpQ+3 z4@PVgb*gIfq_Hm(V^XPRa3Pkgh4Dptz1@gegPzsh&%i%#5^sl2Z8GmN_OCqcQgVI4 z+LOhB%I3;iu1p>6bDc>Z=N>dEh4rVxC{@F=qI|aY%f-2`p>PG?N#26%aB8$34lskP z*VlJA-9}ufWBiTc@O*8OQ}7%%sEAhwlD7kI?1f9~-Em%w0S7_2FA1K-?s2S~%5&x5 zvp;KI3Ar0t`wwh>hm6^0_=a-_@x}MCX^t568)*hXEKgb{>2p@W|5viftwx>B#}31g z#u%FWZs^r#BXc$=p#9f1cu%|B~(@GW;jLoX-Bq z|J6gQ<#_rOk9&!I%7{^SKmt>dYh5`fIv0>)efv$ZYqEn#% zlDpu>q^__3yvNPzl1oI*HI7fhsoW8+bhmgi9cJ>Iy)bnQB;PT^WC!hHsPAtU&3c@V z*rSvypA#!v^8Wp3-x3gW8l~QESy3Y65K6`t{^Pr>Hrr6sZY+3;ULUYULmqP-f85C8o!NXEEv^)KhSRLPc%NE_!^qHCbbcEGpO7~zR!i{U ztYZ3{MZb5h90vBJXEzw$$^YIJC#FF%`{=SS`^)miP_L}foi?fY*$sQ=A%2RSo z))4`+zPUYbyUd7>kn9m!=WWmraCw^65A%@J^4^SL{rN-I?p9&XYJQrUxoeOt&!w+2 zRu?i4!NB8PU4;~>i_?#vjWb)l@6#+uuV9O;)k{6>z8G+;Sd_JhH|i_3h)=}J?ALqR z@71JRqUYVlP8G`qaOlIQvwQPTa%UHQX|X0NeRuh{3RYuWe}NXsK5?A>C*ph)v9Sp@ z=9%{(+AO5`ZJ3*kU`1iS0nURkZ9a_Zljkw#uI4Yv@OGCOVF}C56*+z|VxBq;WvRuq z?ZQ@PlISu~;VK%2k6AnO1YfGm1`Qm|JMX7?_x;*kPtvub=M6mTN}OKmiVkdWDv3*q zMt_j9E*!G6FIg6DpzlpI?abqru=a2I-U7Fwc#vA>uaRdQ3ysmDs@_k7b*eMZ_W!AL z%@d_mSQ^AikNSpr6;Dk*+5Pp^fS&bed>)*#GdGn@=92#$7Wzz^9{Nrlp!Fi{`%wCp zho@pip5F}Bb1L{`_e%?LE7gC?nrE{D_hk})LhkHXIUJ_1L3B0b20MNT-ge;Q3(3@- zRa5oj8H`I7iTeEeYvZpW-3xji4d*=hO%;`Sq|KAm-k5q0MDr{?S(1(s8&iZ&18=|-(z5qC$@@?}!~Eh2Q` zJ;h;t0aSP6M0VR8Pn(^PuSUKJ+P^{1AK5rLTDQ>sHE11Ujw+$If&PC-#4gFAW!SR6 z2yh2~9ipdvXU$rn(~a{V1~!3KR}p>)X)lLvX&&F4fBz<$++>!@TE0!<&m;^ypFF7! z{7efD=@hYdGj4+ zAN}5;_eLUL)^gv@et)sbC&oNhgnNXZHQ3}-eH`xZWT3i)U;Kk>)wD>phOy%A34E=l zPkCdPwIhSb*vbswpZ`4J(~l%;iqXl!)qnZSwYLkaIiC zJx}1w62FT$yID-U(6P)JSK>_819sNm7ci{MKPsD#-W02nhbQ}IYw4>UKkAK-hw-W1 zy#D{#yA$XitM_m8=1>X^hE$3aQD~+~(M%x`5+#zNL}@Zap^-#`kfKteq9T-tq7uym znp83s8kF*!*Zb4|x1M#L=bW?FS?ip&&N=J&uCMRsbKm>k`?}uO`?~hN?|biSXQs+D zaq0^4We=Iei_7&`Q+VxtFlvcu-PrC&{d*Hu{841c^Vri}-GVJ2f#`5&l2^Jp$+G?@ zZ#L`Gz75_bzd%pD%PH*K0>f5my*j;ix}q@|-{41o@TuSZKhbYi9WG;wlQH=r*11pn zr-(E+vi*a2pEdtyuweGU>wqV%`CIb5O?8jDgBE$VcbroHxN0n$9p-y>v)`RmnGKU& zg*vlR_C?L^Fq70$oqgxR=MwmA#Q&@$T8(wp{GFlIrL6uM&9Mwm@({n?k7jSO z!cv$vg<5^F;R-Sy%&vd2+&vb#3o*Vl?WU&AMNJ}0R6Z~Pvr=2m`}sIiy&lGi(Ly-V?fnR<~Y=w4m~x>?N+ zs_92QxKrfGoYEe+ei_Rjh@r2EZ~rK>nO@~dP=?LwYPSczbz-~Bu`JIbRkf0NK-tOa zFHB4pudKE^hfnM*^ch{W@-+=QU|KRKY+<2Q^tlx_C0SrEjJ;K_ksPa+^SD~1r~rXd z*!?EdmhqTQP%oyHUO0X~KRV9nB4f`3Xtf_nj}o&RLSU|#-%%9p>T`B;Y(t*xi1!3s z^7iK^)~$d6`(oRNG;R*XNrh;*pR>t_zm`l7V&E^LZa;lS?kHc?_CV6!N4Gq8{90t0 z%MTXu#e1RBUfsD{=`HeS-|ymPEIb zknTd(+(9l>HhGmgz-kD@cPMoTsXyUi??AdSzEtPONAi=8$W~nYpXgbB;}N@HX?9Wl zga((;>1B2rK>O37wF)an`+Kz-pA}h7&|-IgkHqU^Ff02%-k|(J~3J4 zVxsf}HX94Sd90AVbso~*MzSaW<0<;G(_o$bsWS^SJD6|rdm=f;=`B7`<{&NQDR9>J zx8<{k8~gp>$Wk?TrNu-(l$kJ9@Meo^%0q7kUcW+u(fxGA`uZ1CBSIyq*N zpP;Rp^DJ;AY2PO6UOpX2iYj{f7UI(gttQjTo37}Fg)LQ0_loc3v9`Xyr?Yt_<&zaJdz&AG+x1;>soFQNcAn8~Bli;WWIgC^ ze0j2{^QrIM$h`+`W{{!{+)ktKoe)WWzTH^*QM|}n$E@hsz+zX4e3?sEQxqH~-e$+8 z%*!bOu_s;KSfqFh-noAp0NZLXu7|DjT)9 zPQ2L_B3;$^C#~{ky`}Fh$kWZ|jHUMQ^Nqf*1YS4c9hJy^w3?n|@A@KXb5W)iJZ|zg z&k&O5dASHt6=N^JwO7T!>&Tw$LI;a8C4H}keJ9iHb2_)i)h0?L^I!H)E<&?QNp`;P z^)US+x?YF-yX&{pFFozdP<$K+=Lg7|(f>oFODng)vbNfb`svPkyNMyQM7HDfWg}hv z5EBa0NJzrhH=T?lbA`)B)*~S<$1y{3PeXz)qta3wGKf4B0 z5O+Suy&_8HxzOpfIZ>Na`R6$-mi<49I{WW``BORHiWDtcI0}`2|NZyBl?z2HR8N+Q z{FCQz*CI##xBn_o($QR5tXQ!^1*QM1zT!m(HTbv2f9o$?TKI4HfB*RZfKRb=fe~(;q{lB08Wls@t=KtKk|Jk4O76VgD{9EIH z{P>i@(RlB_|Ne9QKY#yo{6ByHbG$fzNKNHAf3d=)|N6)OzTZFeUw&Vt`hRpPTvnv> zzkmL3{=apL^O_bV>A$h6NRjjF{ja6?ADjP=-#>lC|8cqh@w)%7fB&C(^)FKY*Y^_- zwfvV?|FOh>ko|vFKk*-_{@?!h{`-EaTXgS_PrjyM@?$y%o$o_?9+Q%tgx@(UL|shZ$caH{Vck??oe#y^3Or>~q(Ht)>g+-BTT#+c>^r7rQQg;COGBd>by5t=z$%iU6GBgN$X z-E6Eohdi&jtGL7Sjgz!B#t5&pa#<&l933nCzGHNEhOzj~MXI~cc|)x)x^5JmlGWfS zW8cgUtY&<6h)-DsnM_bKU6*;l$u6@Wn=+$?S2dzj-5=3|`mZOrErjA>C5_Oy;BJ zeR`hd_o4k^Fn(3d*()vUw&uFKxlMaFx+}XB$4*k_3H7Xj@Xgq=$k?_O>886Q`OY}} z0qCuSeb#J@WB=WqsqJ_p40wZ-HE}VS87?%IJB+4RVBW6eFQ(Qbjib+Z_fp;6K=Siv z&2V_OCuV2fWF7Yv*THMHzw=mZ9ZNKK_qV?*E5rR(=ZYD_7cbmJ9qL~4XcA^`<(Bl` zU|c_)rADf6ApE)&K0iXMg}!fhd=_2v-hCs4PE_OWFzbwgC0w@%lAGv!7Y_VQiwm*h zJr=srv!1JAaE>Qmvstt}zsuUz@fa`$e|wR&iYJ6C_|!aXxzU}{^{(zmyZI1lt@cTt zVO&Ai$JCRZUw4pU2YGH(=jrY$J}&si`Si&Av^m;2RU38i`xw|RbtkfjZr{ReI*Vnm zvyQwa&u@RifyY_@G&P^bze{O*9M&AiLo)*~xghI0b1l>+^P1dm)#gFTr~HGT2l&K# z3~vL4DdfGBHF5{lknNsjr>C`bE7>n|m(&1Cx-zmq&>C$iOews{!B z*}r!TtGvwnvKwD-)~iJFtF$)FomESWe4b1nYx_izV6gkQSrELFWOuseK9<3i#u9(uqnZ1>$P`D3XDc&5So)_uxHC|;taaP_vPM6%19tfk`-Q}*M z(>8XU&l?u2?+B$P`_$S!ckU;zfWQmbIaZW=*&XKvO1?(6Wc+&+yYkerD1Wbl7g>3* zm>+Ie-w$*t=jfp{>dAlVVo%n<9KhR}U~UQ89xEpOM3Qylz?bCy*4_3NEnMP`e>T*T zYwa2Sa5ttVzhpmB{iFR;MWo(z>Y#=;Z2FYC4uMX|W}^=+S! z<77Tj9uu;!@MQMwSl6JGj0WX%k;FcX?k? z`DwoOCYz7K-8wYSeh%$Cp_z>rJH?-b>K9i*_Yw@su_@s^vKr zsLFC@L-i=7HW!{`424oV8g?zT(SueM@uDBR4pR0=lH`5mOKjQ*`p@F%u`HB)Re#f@ zB6Obfw4g0H-(Z<|{Ce6PO_%!G$b6f|n3t91k0^Ny-aJ9FM*7OUt+88pLXd z8b_()WD+Fz+r@Mm=y(%s9ELT?OR$}F_JRL)XU@a2&#|gByL>0Al!8eZoqf(ea@FTh zTZo+}V9H2#IF1~B)RTFT$;nu`5Fd}Ad-5*z6$LJ*$z^I^DLQ3ug5vZ)ihLJ1vq1E! z=eq4|a~Zbw5c}5BVF7J7>N%F_?Jp7?55uzSJxBXVi8gR6Q-}dC!)p*!lI^8G-b{wb zO68KptDlyB;cLZt-vFA_5fz$vqO}*^)btdrDQmC5o@@Bm47J}WDsJNOS17Rt3LSXP zVUC@QyA%1_16Z4NDrH!H9=$q{GWi&vV4K#W@VP9JoIcl*{cL{wE&0EJ)w8ZizN@?0 zd@X4jxpFY?zm{}^*y<2+SElK!q^U{!%UHb`Yu-Vs;(D8J^=LP;#?$OHkGzv$S55t4 zaaAaM4ZrRD_G*aDgwIk(UxIGl?&qD*Fs!>(E1l?dCLZM3*#(#|Ote@;=8xI?OV+xI z)~Bht8~$IQ#xwL(t>Kn2U=jUa_KQn?xSlL9!N_B&2>K!Ec5!9i&VR2L$UY;(>GdqM z566lkB)@`%XF6A_5J&cg&FfHp(v>s$djs6~fR=x1D_Ois>nZa#;6Uh(hxh$7Y03|$ zVSG6~{CKS%PU=219jSNPr1n#_`T^N`L;E!LD370IY59+Got;nq)5jtFDSl)ht{=te z18LI}kCI*D82$DHKig?ng*@+(Eo05@EdM>fybS7*EjzGn#I)Y}!h_T~g-6unn^k%A zFme5Rl67Fkd9KbL1s~}%PGFg9VbGSXlLvMX|Na`nnKzgB*x9Kxxx~L_k+aE=c?hGS z`!0lbW6|XMo6ZxnPgGa<{*1%>Ip3bvQ=zbjSg=HFTd4K-*)c1&yV7c+9-}0z%JGop zYPbhR!<0WBC(c%Ldo31+;T?q@>{NdLw)(cQLuSm~Sr{LkL-)h^WwOxpZZP|47(Zri+RM=q&bTRc7?~wY}}krk5Os|ADT$sthLD8u1y%QjoJ{yvP|n{oICpQflYd&6Y@{_S|R#QD5eYHwV7Hs9O9a@lR91ty%N z)-zp`eIe>$)a|Z0LTs7Ke$VibMew;3@3O*bm@7J4kA;)qpZ^4gv z_Df{i;11$&e*6p1`4u~p|94UWr)%-65o^DJxzm(+z~2eHD;YSav&9~GS%b96BR$HI z*XU7%t;>*jId-h1;cnvH^CZt(hObHTG&wQ?&YJQPn@T5`VNFy>mqxIYM zb=hHcoF4I4^%ukWZy=MslD_>YiOL^+RkK`ioR#f@YSwbv-s_N21Am z=WT7*r~T2i%o@yO?@TuSW3)I^Uy|KyKcmz4khq^NnQ`2fO>b1@L3-@(|1OU04ZFM< zKAg>xTjdh?AA_Cq{mlsLGhBK}Pf$Kk&#@*DsR_t4Y#n~5nF01dW2S_H`r)WP|y-o3|gm~40<(^Tx49SXe^N0tHblM?r|4B)=QoBXmg0(CHLz4L1BMBpPe)E#Nt=6@M1Nc3YEV4%t4S# zrj8^sg?N6`6azsWkaE95@Kw-#jnkwr4Q zragNc1mR?wX$g%dSndohWQVWDyx|&cPZ2Yl@|nDSE=PmQS#nQamyAE9#n8@lU5T5E zeY!zx_xSaK+5KfJ3&pu1?ZtGXt!)G&HvC!(q> zQy-t-!t<p9F^|)2ozYG7ogrxO&eJLEfNNi3nwN3QS zJd-0yQ=ZixRPPt~Q@kL_BDS7Kp7U8d`^f$PlVios+!>eR^F8>(VA6~w>77t`n$51| zSDBBp6T0=(nEeONbNw%5-{kBqY}i^0nV0dUx^Gb9cCuu?eew~1?_09kPhpF*Nt?N^ zeQBS}HixLQoKMf=(0I1J3pStd|6~Ap&K1eL`3MGIO0LffxGaUuuB0x{|4tB5GDEXF zd0)rXJf$1VmvWzwj3aqIxd4~ikoYq(=`1W6&Y~Z%=3S1g;_Lm`XeNea<<%<%46=9h zPTqH_64{R|cl~=P)x+nf$Z;+^-NZ`<`c#B0tJ&j6GJNWD8`fS3mC_ zxqx>-?*npWecBur7^}=4N@pHXo_m~8h$7k1;VQKpqm{Bgw^v&kHoOArw?QW(wI<^B zXUe}#n$B$BoYX65^E2Jc`rcK&*)ydjpWVccS1Yj*QhA!)2dj_ft8K_Kl^4#|_RW0u zPot@1KzzY9+qB<9jo*tk$q$~f-SKeGjudAaX-?4oKcYbLsq}^CM71A7pS@^y0L}Jd zokwu{A!V}LPxeb$%-4^_hASbz7le;x-|WUvT6{cKJIPLU5){tnTODEbGSurTb2mSk z#ZK32H!H{YhuR#zKLa0nW9~i}o_oFzN!5d{^9pjV#+~H29_HL2HmFLD>s|3WzFtV1 z6U2(2NVtfuSF+w6YD_-D@vJe_`G$qo%3|s$j2=R-AIY8PP5aR)nTQiRSHSLDG7i;CR*yt-_k@1w2ySZ$qWA`1*%_U?c5!!J=SRT^#&~R2$eO zyPdCA{!q0R5sg36;?>S&CFFZz-4yacfxHEQUGOPjHv23elh>L8LgQ12X?m7!llp7ae{JLk+F&j*0uhZ6>)-pyhTowuIAZ z1snZ2waBCozm3BANG|zk*i)}r4VQUt9 zi)N>Y)1%ob&t%)FcWt4b$@;vquDp_svjb)JrAYSfSNY^ZzP<`F*{%3J-q_l)BlI>c zMWwu*N*?8-#qA|*G6F01@U0>l$J6p99LjFHb#VCu-{)kq%pA>1 zEO9s4E`!_E&dydtcBI^kZHADiCGKRWlv?V@o04VheJ~BK6ekYlBfVjmy~c;adnP@` z`Zk3fYKWHm^RBE7{fxHlwEHtO?t|-{STI`q&GipI8bKUKv+vcEQN;bOdJEzwU`J*C z{FrghRdhT=>AuP&v-<$j^k&b#n7bAlnekj6>t~7AUx)4y`)z(Rg3&>rG zlxcq&zPHApWUV+BmX~7xI4#zLSMr;*q+c?oj>CuC7d#JxPsOlK`ab~tdRIz*=8d18wDTeD#AYx zsReqH*`%Hf(R1-{fEGr=AooIj$#jiAU>Dy12^(HV_Uww3F>IdZKIiOC+TKpa$*l1r zOMi{6?ZnGtv8Nv?Za# zKD?#Iv3zYb%@^{4_nkcllGpm3P1+{B^$*eJP>9dPmgFSJ{MXOf={`rU6Bn{CQ%!Z( zhE7G6PKNO8jMxnSA0^pP++L6IXTmM(vXlGz64B}}nlu+520*$C>E@FD1@bh8!$(@U zL0gyb_**gOa}nqt{n~5Jj3wiTP|eOB(Xj&^>uKv1?94uw7trfEt=+1h+eDA8`t|*A ze7f&1K|F1y+&# zW<0sU@#F$JOr1CA9Xs&vg=$`hpDSSU739kK)QZ;k!87-jk2{tT%gf6DNZ*Pu*kBBl zeXtJG7bH7S<_jcu(J3^z5j)1Re|y@M;$hc9=Nqyo!`gy^WF=VO6FTnUio8Exj$?^B z59?Rof!9~K@})ZVfnzVn592Xm$tyhYAEj^O6A$D6t$L{bJ`KX@?07qy#=Uq-GN6Cp z*oCBdji$?3tdg=>Q}m58BVqb5yFJ4XyRhfE*gNo{PsicZJ6 zb`k$RjKn{%U&ay@*?J8Pi;}KC4DwDdyHefFpR*=#6}Io|X!_yzp!f@xwugTMn$>~j zdNC|-#;#HNDvU|?-sJZEQSArn3;uyvbGn}{ZuG+3DaHg>U_=r1e8EP!vsyr|%ujzD zUz3@sDzwY1>kv|9=E*YLKZgh0EEW#XT3!B|b^2Mek^FAiwf8zKx{VIWvEPQx&!y)k z--bC>8_FA?IEGif$=AzcM^<4kH}XmBI2IFsAoX0V%YH%=;CdUKmMYto9gZU7^S(b$ zn&)YGEjf~{GrNaOf<)FKm4?|2<&I~A+*dup|3>l74=^ycnuwo$NqRrqOxNJ|>D)@0$Zq|mz=Z=jf+2`>8T)m@7mNirRVOANa z+(q-uLcYxRs>Wj7*)?N}kJUI7{)5S!aeW_F-J-4O5X;`V*#k8h$SS*{E=|YaN!FzH z!uPyWNRG6h3tBxWj@KbYcSo`>a(0i+ej?{+zn^i}Y%I*KMGyJECI3ivnl;+IA2!MC zdXYBrp88T)|7fMNBW5!3>>{quB56mFZg=c?+ck%aE?JFJ!}pcA z|Df+DvV1>Uy#%-2e0vU`cA;_J?95QI7uG%n$4(-`Xgpu9w&Zio&I?VHeU`+nw78t+ zJ23qs8fH~pe{Ih$jE=Ma(LGun$_E~!YxelMk>wWgjlXelJ)8Urn+xcaXKKM^3hT^d zv%WY}PuT;+5taCs81xfc1g_`oi?B>~q zEuW(0mHa%J%Q`vx2~HQGRZE`uD!<`RB_wa$t>L>=6DfGy0+HKXa2FF(_RUEcibN4N- zozH^X$l3}+8nQ_8)~y%mJ|K5BcBnzCqgkgard;dF?(9(q2a-D@Z~Ur>9s|krtXSBZ zU!4T+yhF$ii6cn*B^G=quH>G$Gf&7HuLHEVjXq=Pmz*>m)OYqzVhFS zl;znz`!AgC+RfNgg1&eA{|44vg%jD4E+e<|MWOFt^E%7+Ga~o_W`~h;92}E-{!?-5 z0cUqOUWr`~;+@s~X1}t$tKOU6%u!=gT&$hgt-(O;{^CMAyXJC8YgQiL){H z4CS+*?`Rq&_tG6~@d``kUaTzyheK!ryl#Wi!w^5071q(L51o5sT{)wW8vYK!m8)>) zWVI|RM2G$9d?^nt&XR+)e=)7=;>9#&Hqvn*FTRew=aXwE+Z5r^6-b$EDIM@S5pk>1 z+i+zqizlmS<_4b(spR9^&W@KWH%g4G#q-{0kHKWgzDGatxMaxQB(7A@>P9-{9&4;~ z@9~m8#w9c8vyiQJ#kUcz-U_Wl9eDv(9=&JA4lD&zFVMlA8_9>ohc64{lnc$kYX?7J~Nam=a*zgT>ZxbUASJO9`^(3S= z>Q5$;C{KLfC;J%MTneK{;F~!eLm_b?jt$47?0J!hSw_7t)9xc2D2sL5ST6fCcB4!7 zwr$H3w)&hW!CA?fF=$g(`)10e?o9Tq|NV(QpCQe;q`XTT$rh1)8{cBD|8DBRR>g;3w_zI6GgSRT#^x5IsKO zsc*7)4=tC2MM*7Z*UJI?EIX&X;{UvnUk0D6l^I3K!)Y*&EY*DfOzdc;rDW9K%hg@{ zTqgoHbM2S>Z7KcsV6*H{`Yi74z@;uES?;?2q-#Ng&#PkHX6rw0vwKN;dKN9HnxH{5SlU zuwPbV&f|YIjdJdW$rIYjbHl}Y?%WT&D%vOSdPRBjUZZEf6{4A`nC$vzlI2w%ou@gaM8RR=|4Z<= zK@YN>mQ``?X7#)yVjoPKi)sCWznQPM+V2fCo=une?DPt`R% zG&JARA2uXGEqE=$@APC7)Ox=f%Hz&hZQaLOCD`j>a{i?Unyltz7)(CuJTo|*Bs(FM zr_^)VHY-DSfo?{Df77!p+n3~5*K6fz9+!7uWt_{C>^3Z)nckD>P#)g9IhV{IJqmXP z=P3URS&z};WU;XoY@&5CMm>%RuNpg?ujTA?H^Q;(h*p{eqj<_MIJ=Q&t%BdftkDVE zZ+7l-?ap=PX3WgG<3H8e7@J~@l?6(V%{ZSlUhJ%Z=)L6++Ve$#K zkAy>ck~hGUCrC9-i+_;&4K|-H7TzopCKF6crDj3&H0&S1!if~GV#sCqGk|`_6~;?D z)OnLSCetZ-gXfavAfCU3mnPG4I~F<@TPn~ZcgXd%lif*+h{elr`dU40GCY)EqvS`L zN0Wh~Y1u;GTbb|IS9(u4-%svyeHti6_B0aPL#yRjr#QJ3VdPlUc3(sb7xWc#1G|zqkfa0onQieCJDv=;yYY1!PG)9OH}(IarRlEvRXiC&vOVc{vGdu7@J&8fgrwhLNZzY2 zb2e}5C-VF5B5?M!ZBMTQU7bBq=V8Y;P`n++#l??e7cRNjR;lH#+XqVLvv55gdLNALFwX7oiaW*6Gqw1IwnyS= zvQT%@ukCdFdsx+i+w&q)vZI%x!7o_4gmyQmuPCndCdcbg$=*P>^3d$7eK_Qb&>^$9 zCu=$PWLYC~0WE)Y#X&5wg|&J)bE3}^Xg3Z9Ygzd$T**!pM``y0ta=b5Pf~Av^8Cn> zbNN^@dp_g3d-&IO8urHNKY2+R{pUEgYwz3lVo~chb&Z;7Cl{64{9aU9q-7DyBWTxPd-{3EueCS9_dtg?B(nu z*w^0wCFqbfRY!^ud16za#q$3BIXG3Oc|W%9z-lMq&Sm1X#B;(Tl+PW2+S}K`Y?R#lG?^RABab|72rc`HF zUZVawm|u~N=ktclpIJe&;W(Z3LYbj|8~rZx_ZZh*s^lFkbAWg?hSjr=`@?kpi;Q#0 zmb?kgA=d>OPqOJPzWpfv-mBij;nNawd$UGIWnROxtg7o6j#fo{Su0)VL=*G^Jr>wbtju&tgbNQTZQoAA~OzA-EI%6-b{QxgO^kyBcl( zj1`%adkz_^iTZnrh>8>6KAdM~*P;@v z+m>f$*7bLVe)&bx9OkMf?6REAFQ;*KnYmG)JcI7jMCmfPR$N>k;kslu&%Q%>hI$Zw zt)WFx5vUdx<+G+Pj-&(WeJzWR;uqO@`)MUNv1p!-HJc<0uic@Q z{kxJUXPkOEi392RC$rV1N;G!GMdZ%PlVp<{2)kE}agtZCzVCbT|foB)%QZYcface4dfFpLxrj3}@r`$`tlVHr_*F`G`-Q zjQHQx;vBWqW1sWs-U$8=LU$*rwidXTnY-Ef`wd!tOq(xxTO~GH$TELGr53*S(~mT8 ztP4Aj#;P~T-yQ~~V6m9*W(LC*j%`xww=}*?$)O_PSh98_PiLGv9Se_D@^!KDB4tm7 z{x7`e0SsBiKYrEP)x32y+7H`96T6-ciVXHvHY+$|JqN4 zeHUhB$<_pGK5-^FwAb8H+eq{Jj=hE9S?6~v*4D!Jyy;v8jf!}Y z70t!eF!zykjZ2(;12Y~a!ByI>g$>DCx0(MZ^ZOU1YD4?M zJ{8Ba3-!Vq=vU4a3!t_a*58kXyW(wCjIAv4v?k9eesT~7BzM<)xVFx;$rsz3&z>ua9wu5pNw4~FeZ<+`Eb^&7q6uVA5s9LG z181IBe`X!cV!LJdx=fFB1=$v3;R)o+TBYl>SfkJ%4{{_=gR^!aJ8rz`cvaHwA$lak z{3`x>CGAGivoC)>9k;h*L{?}P<57Q$D-}qz6=RxU)MIS+jS)rGtT*+&69h_N$qrHD zJd7C#!@Whm8*wBnpSodrSr#s@-eN3uIL>7y>U3@Oa%FXz{pgAZX+NJ1gP~K?wRszy z*~CX^A+rXGu=x|tRE0`*GRk|(S&k;h{aE-+RC2KPFD5~8S7c|QOIav;uuoRgGmz`0 z)Lv|seYKL|@-sRdjAv&->Z^ih6<2p_(mqJ$`lLwizzI-G#?xUK`iwU3=E)`C^$Y8a zQ%iPm>8-EJKJtI_qh}%T5}7t*!ksY6D&E7eq?B`S@vb5;KT?^jWlyfvN;FuY{kMFc zAc|Dvo!R#`IYgeslswr!MVkX4_qQw0Bx!MF?t#Pr9QeYKA-MK~D7>WL;YWxR*;_Mj zKPrfg*;jfX&zPlLp1$;gWGfcf38(YvbvzxO#nS^ZWIfFDG=DYO&x2LoX>NkuZ#<$h zJ9JgUJl`^tAbDEnV{da3?dJRvI_E7$19l(69*>FlStphKJ-_2S_mK1)7O0?xrZD@I ze;&c>&!+8@d^7hgztO21tuq(BrU<^849V_Y1Ez0@jtgj+_+6S0ETUy8*JMl>o(|(F znYHkqc-2Y`{qe1WmWsn;KmpIe+M7tb?4;7u@yrJ8NT#o}n_TzDuvyr<8$8yCC!H~9 zU-Be-=K*v`w#<1vqpR<4uzh-~Dq_aNZ1;iIF2&lrNj?%AlACoBR7&#vZMf>ZcZXvN5${qlwHK~G#-b#QE60x#&0*GCyNscBg1es*G0- z(#G*>JdniAwZ8-kPt#-@IZI+!W-!+f$*&f3YG~~i^<+)$B2r~mjLp(?(&KKzXNCE%uMkFV(-*A5M8maLrmE!_5>{c^9?1=k1X-1N)8jT;qm2UK1MT3&!dv-D$fWNt8 z`Am;+8(*tTf~>{Q^VDRj%v!%IXxm&wnoa+#QTW{GEckzpBVV)3J&r%^s(AC4@J^Q2 zo>-rmnf=*tEw0VNoYgekmG*y=Y6gj4(|+cAWzXa7&`OTteOUiDlEi+e(ssE~NS^NJ zp5_J-r91BqGv5>O--X>u+9e-d=BHJF(lY*C6aqy=>7v-2d(V5=D|x&h&{Ld8ri)-- z+mX)NYQQUp;M-bqXCIT-#KY=XcQ&~)S2BIkI!6c6;5^af99kteUUiXRUy_~0^OEy4 zW5`6C?A(~WiQ8gXMX0nO-Au7-s#w}iZF}Hq-fCTjF-!S`?057SM!%X+TtU<9^0OXV z5BOHg)yZ@*l5M}mgWl?$U9j0R?JldFHHP1OsEx%$w_T2gc<8RUX~`Q`luxju4agb~FU@i{xd&*E_hVpB4v{)`RNVfk-1**0)IPUP82tCQ)t6ccNb zwkHpo>bhhn9;Ma;XpuEEec5O!_gjnY z_T%NnXwe#5&ZXh~+C2r*X=5yJslW%HQGW^C9x8U+@0!K1-rdz1zc=Jrt0D2Bvj>qV zd1_0G1z%uEcKL3~{=@L`N|v}-`5J0{pB9I^CV4Fv!M_pNhLC3oBu>>va@s#cmsgaU zOV32r;ym^YI^})aR+i6mww)q(c8kiKqLj$)HLsKVW_-%1_eL_8#O$mgIkeEP3~=@t z{*-+G^YMRg*!;yu=CJwI*qpV;*=O^)LXY2y%t!E%%z8W-!Z+j4LbYaRp4>NfHloj7 zOY@w~irXqQtEtA(Jf?HO1CJ3eui9^h3$?2L{c8M>5skK$<+6=mGDgTJNo;iu7;I zn_l$$w>Xh}KIPf_K;JX#ekKXl=%=TMJ=0+EA%FOk@4XBAw@CZApM~^26vFkKf1CwI zi*9?+H2WJ=_5b&f`H;;{D0tZc#!-9IY1P>@8p1h-lCn06nV>$^~Bk)<}~fx43}nNPH%Ol?>U5D zH)e$uF#TN1f6`@*XtuBN??8PWmMx&;fxM%N`txM+UgvVZ|2S{&>*_;Ay%%}pYhqZk z%p4|8+`wkFV4PJVbuj!}-j*G`$MEO}j1SxUlni3y*mVd=K8MyV_%@7mC16p4WJi;F z1T3|cKt z%k3}5?4#tB+T4qTJ=B)0Qn`!i#TUPI@u04VpF8`kgDgtow^^?U*4+i;M@Y0rOUc&!j9z+Ayv;r_y|r1C2ma;g zJbus$YgfVXBwlcr{%;37Um$Z<5%=YF-C1dbmh#*ydm&e4x#T8Eww2^3`B>~(4ukQe z8tnLTI22Lq9wN;o_&!GFfAn?R=$(0Li}}|CT=^a5J#ck~J~ca|G=kMq9?}m}hT-*2 zJjmMcHoot#&Z%_En(HRcUCoXk>px117kQ?#39}lIzc0B@fqMtKHDtf%dDrLoJ6?@v zux3@IzQXu>A%7$7_hhXBFwc(Xi7exJVkOLIuJ%JAG+6AvNDH6g8E)^;O8%q;J;lZ(x(G`}~%j zvm;7Y1x`~o&wB23bTX@M7CVlkPcm_xqR%a^riazO4|`oKKAcX|VR-f=`3}-MwC79L z(eD`c8PA$C^e4&IxR!r?0pp8YJ(>?@6;v;5se^4l@%qvmWlCmSh=6?L&T_YuH4K!7GlH6t~g1Fr(t#-9P81tgf{M1TYI)V8do2p zcd|FF=f`ie@c|G_-?@;S&uFDH-rfp@M!0+#O|vuR)#@oipXWr1tbVA@+OxD>iEaNP zZL(0bg-8!2_IG?3lpe&4<7x9WAHG?A?RnTh$1`g&^RmK{9a>B_{ABySOQbkcL``O! z`C7aW`dif49aob>Y8%w@{3okBKf=hdV#+==&TdHaNIa4L%N*GQR=sGMHEWAR>Gk5o zTAtjQRELTfnP>hiB%1TaLC|`D)wAC7ElgahhTGXFvpSj<#`Jma@=gJ_y!E*X>Qf5V z$h)myu^_8%kHETJ#Hj5Uc$`md*!V*Ao{mL(V$ZV}db%jo874c(ayb+)#H=3b+FQ@^ zE1d6w$+ILojqb_zG9EL>kYc5nn^l_0vHvB^it>X=@OoPO=_y8ZC*7ZVt7pl7BrANc zrcUmMKG3JU%>Uk3&);JEkt}m2lr!t7jP@7sl8t1jsprkQ+6m+>sjbY}n8w$)SS|0%Qvi$Ba_IXX)nH}?nPubo2R&jDqp1Ybh$qZEz zYH!kTAu0YKOLqFmE)Fa7k=c1RdvI0eMW147G8N|eU*4(IhG{7>^;c#&US!wur${+j z=?_JeT`^~+s8gS%Y83eVk&!?<(dKJqI;g#_-@o)HT`}$hb&Vzcw^)>nZ!fYWEbpMZ@EjNe05ZFl`e}TGOi(OrH|B&f;fB>QmlV!*Go02iL!O&(H9xB%WuD z#wmWPi9;vA@e}gbf!J@_dPJ+}5nYhWHvX#B_ zWM~d;M)ASbJo{YVa$j=1XqCOuPSHXYUX*8p^=W<+gb$~C_Cf23J0rz}xhzx<5*IjE zN0b=AOFFT@jaWB}&dI6z7`0ko(#v0=`8aGs~n@nuSDOaT6kC# z%X9lZj2eDZDyw(a7N_9aMA37t7XKpE3lN*3ouk#CoS(x*#fr** z1g9$Me@cnf>Pn`}bw0l+lCFer_TTN!L%TqyIKQikNqNK5TRi-XREYz(U|I0We95e| zox?WSYvfAbTZvC+=vkk|^ky_~#G+X_^$Y$l)&3j2C#%SNkmGKASm#KtdrIxenlOg# zmx&GUv%+h5HjmF|zo$Ig%08ce(x9@Qvl%(}Cg)w+{zeQu)D@FpaVxHt#;2Rqcnv!@ zAzgjQy~Bci;GdmEJGwfnF|*6&kworU`sz~v@C^KfPu*5*#I68!dpOEX@yi&ksmS#K;D z!P6Gwb``#LV1XN_<4o=vXW~LjjO&ZxfFSDYx8+(hRGwelj3Z*=S$D3-yjI_jMYqo1(tNBCA{zZ)QTec{{)(lr%# zKh$SD!}phnoJZpN{(e5@H`7>eHGb`_H*V&tjG0d?_{7g7&v^EF+GSVYdm&ehY>V_f z2hyXCzcsZwNSTMQu%Y^EiC4$+&D~h+R{oQ0H&r3}AlYZ*{AzWTXPH)7dX8^QBJc0K zaER6$@wRT5d2xlqr5_+! zMTz9)JVGtaw7E%i`-jbX(5(_QXJX^aY*m>~8K3Wse|bM}D!<%Li>c&JZlOkE{3f+0 zcWttH&LPnN2-iHmx@wFS(`vMsUXtxBGmT<*a@LfofWGYxAR-ePCmbrQ% z9nMil=3ITmx+Bz*3~M#$FjH%Hu;xy`d4stx>y*XM=XvVe{(jE-m(%Dx->R}o)@Xd7 z&IOQ~45#YwI+(wJDY!S67}sX9ew3 z##4hxd9Zqtt8JM2>#==p9`hIfoDKgM)Od}a<{>&iMv~L$la&$6Mc!d>n@pc;;FJC3 zv#(PNrAorSt*Eh3eSfoUSv*Ki$7G#t#m@#gvO>8nZ1FsqCi0D2v^7M3I8!gQ3(qP+ zf~>hK2GvDuyNWe3ALl9U-s|jKdb~@D%$%yBuXvx{_rmNwKXu5_nIF_sVi@*p#NCHT zm2q_TVm*ZQ|03Hko|mT)4?!>anl?IqpcZfAH@z_Dc2ahr$@i>uBTmlp=@qs9N}lPg zT0{-m6))=ni;-b(qnrUS`jgLQ{cL8sHWQ1!)31G~p6rkLiz5fk-iP)8z16B3r8|LD*ME5gvH79pU3J?80lUHiQ#xzUoLe$-3@dqGvMw zjHlsO&ScJXX+28j7H8$#ar8Zp^t0(On*~;p?o#p{4C!aEEc;0$D(a(1MvCt~_mRzDZ(UxmS3V~+(S%?jH~N$@A%I0b9N|IBC^DGCjQ?NAKvO6uY; zyj{y{SbYb(H`HeiWS?Y2|42N2o;|YH_#UqP9`ZlYtRFO1(X0bmUm?LjJHF01EHg4AXYmgtu3di|Bd!W{Y#&06#?jqAhN4B%> zsea4(d5#2mU!RQQ4N00+-$$@mSe+SpUuf$EEi6@EW;z^Y96G(gs-xk0DQ--MQ=V}D z<^Ox&{|$-W($b5rY2oat>YwC$)|WRC6B=Xdv-El0b${aHSz0&>V~*f^wVm0CamiY9 z8ktu6`@K?S^=Q|^Kl=kFfAp~;Pi0rsC|JE6xxZn#9j;5dV3Z(*&=tS*NaZ?(7wFrJ`A!S>Q6GlyierlC-y$) z+c;Mw1NrwDp1rb<)zUT?c7o|RmfY&-X==&7v%OgISd#Y_<2PyjE&X4fE^TAI>>Ira zW`Dw~y$JY&@yFFX^8q@QVYi;7sY=Ja`1c&LCFjVM&YX&IM>%^4MzwbSbrGX4n`Fk^ z0X(C#81<%-$-XvD%b5j~Sa2*2hx4Sm+Bup{zaUd)Mvv3Nw`qLsz zf70doeRa%VK;xh3u#yDtLasbc^uxgI*m(|?pXd83Z68UF>;c|OjLN%<^7bd#i!iLGgwXfROvG;Fk-h-A$`u4q^ z?=ha*5<;ht`BE{fJIoTb8{)0#B#@A$XTxcnUw2r z@L|}LW`U>mJh5fgr7pye4Y)YMh+>2YF^C6$hRI*UI%|@;DVsT3Y4=1LX7u|sSr@W) zL)ho(;4QB2%Y!O9_lkD**F#(a|EGAsT5-6ClE>37E29R`HS@jSVfU)=JxA+R#fgmi zt6|z8tv2&>ymLSJRt~QFVB-!^JaeQz!^IQvqCKC>>a5$flo@(;mF}f~T}8*!NSD<= zBgDs<D&a#FQ^-@G9O8 zalf#QeivxrPBCL9&YdMXE*5{%N1mX?D_EEx_R4VX~YAzmjQp z2z?6cB_z%Yo05<@269D6@S`KyX=T0`&=OwN>D7q7iMJE6{(U3TcQ9jvcsmi+71h+! z_1)-_r)_7r{#QN9cOp=@y(h*ehwTgeJNra$P~TuOB$MGwWXpTQrtIQJ{^6TMrj<>WXWij<^B~3LwNjz{n8%l$1njOB&V(@k9%&LxC#pLD~bsg?)X6^kkCp)$GboMQ^oCc!-#vFOJ zl|3#l(eiNYNFI@0U6-A)_7d-lx?+izHe+D&d^N?HXOy{2%eRp2XWqDv;}h7r7HrR< z!%=+nQmFqS)-0mOwIXjaH)Um8DQrBD1$T;=`(Z{Ktk|6lN8$8^qHzZtScL!AlA)8I z(f&S9-b2a#50pNK`Y~8C4}xRaWC?_B6#<`xYG!@@0qgtuz&e~B!zZWGB)LNRz#!hd z!{G?C$YB8D`etd=2<7!;L4jz8I$t=Hp{sI|;8V zvTw4(AE5k3eBED(=Xm&S`tC7!Tu~%W#^cLqeFe5YG`IyDj^S+|IlBsuwMbS|Z4=0PAmlHDa}WL3^?YG~SXR|D znZu2UDr)sJ$J+U{TpU~lg{}CIHF{YERt(eYs5#F-{!-_7^}Iovz11{~&p)ip(X2h! zb*1p7Jvpx8^Y5soFZ_}T|1J_Hb9rSPN<7%0L@C#why_^#G>;ZNF>VGs-A${z@h2;3 z4_3aFGD~6gwh~A4ibF{`oE3|ZqdHsO&EmhZ@m{O%h2I!SAUDaUz4#1-A-3~eDF(kXScHtara5rG!cUjRLkWo-UXhMv@!&? z7qaZ-w7E&UFT!#X|0~Xt&H38nT0778%)@5 z+xWo>mVTXG_Qv=saO;BmFY>}G9L-#S_r#H{^naObQ}}w`kd0D$H~n@|$d#t$9=QKC zi(k*<4q>zGcQyz+j>P1Wp1h6sX)rHtC2}99o=yd?{#tvxs`(k#Tf)L0u+xDwJ5t1+ zg&WCek^b*x5uq$jyz6LfTw5tFOoUZ&-nUMfWF>uu1v;_T9oT&eRwv6(=8&CC`;9zy z0X?^g72olY3ylksx8+AZHl8i^aaCK^%6hD-?3wJ!$B8g^iBq@1{$oh)Myu=|R1Dr3 z55KFne%O#Z{u^EYlW|TB*bUS5~$JiY}R z^LFZDb>2kB;$qaOLLAS?yBQWeeP%PdVW@s?Jeh%r!CLNF63KRiWldRX&{aE(mP}?kz}BX9lp`eovQZif|wbi zd1n6*%%``+sUyHKRN~yS&foDO%Ea;=WEAy4vU|b3gYFZ4Op;9euZo0KG9aSxLXa_+5BeW40Knji<5ZQ2*~k?!S22X?}}i z)@<#aM2gltueCnzcOLsZt0sqdE4&CJDzo8xEO)yIHxxrR!F+@k&QjCyT6_RHZOFO6 zm6;G_V(*iDUvuSfO zWM*?yyk95URN{jxMZi`VpZRsO=+cVphhWgN{Omm~&cMZ+@#7xXy~Ns2izTN(e-+;J zQm#48GcSFlt4_qf+?glKaApA&A?x>;auna2P>6Tgv#~!;JO$^IeI5&;?{Ma5cr1WS zRi&GX$_Oo-Zlo|CGfI-9D2v^~Vi)3VRT1c7t=^9Bd9V41dh6nERd}{w zpLSXvuHHQ%wwfl%kC=Pp+?7qI|K8+W$nME;c|0v1(caPG-ZlD?4fK4IzBl60SiEoL z+9xso4L&~mp(($!OUaw8AX;yiLbq4vD@zm&&} z!upL^U7S|)lzSUiO&q^ZYdvr|JBajWnWOMISwzdSSX~(04a@AJwvRFH-B5oRd$LDl zdokls8cpS^gCO<_J2e)se}K>|BaU&rIOo@5;K#f-eZ&$L$~(S9_8}17uBK%W-dAgL zppYz-Tl6>W@a6?^H*3F^YBg(eHbS+gnvzd^1UBTE^I+ciB&KKmX+2(Zk>6>BzqgAI zPq0v)clH+>o}j@G+RyGHxeKVnOOomLXffleLQ4lbn*6bI#HFollBYXMF=sb*nZ1@U$(yykfNWI2peeSzgfQ>p0yVXZ9(?tL)NvIzPD+vdO0KoWANjHC^EQOIm%O z-@jZqT8)QYNs|hs%5&WZA@GDcTJZcv^7-AZ#(;OA+}Y-uoiUuk@OE3 z5!8g!nZ^>=@Z|28RE|CWVELYU#dYx7n{65^pFLOR`}rELs*Ae&(>nJr9q2w^M0ixG zAn)y zgZ>9VYn)h=6{xe=_!AMgClq(rM`dTS1|&J(2r}d4+3c5HGBWFIBt*;L)R+9_2HyOK zw!XuxW9a=I)@7Yr8UFh*pFN382eDXPXOkZ;mdTsRWSi+IhOMC0ep>icdpn_*eep7< zsuXtqPNE<5IDPQ`T}SqSa&7F~PP(k#=)+SRi%S1yX&k|Kn$YMJGG|p{#_3s!eg*5k zD@rXA6TgL5?qM5fuc%f_Yrh*@x~Qio3@%~y@%othc#^(8u`^Gh-h;$)zmH;IJnTDl zwlj*T$BuVkK}9|PaZs5={$!#q&F0C9dB3aDlg)+VA?^bnB6IfqDT7CO(%gmJva3Ny zpK7!Bl~5eS%Ac_95|L^*=dWem=Xn!*Dx@mGWPxjcP~#nH%>1hCdOMYjcN&FcN9s>Sr+2VojfnM`mX1>DH`cq= z`Lc!Rn`fb2)&3AGe!+&>skb6F9}2-4Jf@?l@wnLiv%2c4KUsd;h>zKE@NOKq4d>Ug z%hhnm%;`#nkBZi}%r=Go zrV)wGQGT$foDAXFuPLjvw`0cs(4Iu|>;m6b`+JEh4MfJ_B2CuRKd$TqT6Kf)M>sS^ zxqZlyC--%HuihHwZJm6d2c&B)`i@Fo#t2&;y3mwe|9s-?hfZ;@0;wISwHvS$Rw;EMc>}=Xu>zL%f=BT zypY}M(0(lRR`R{zD^%f&>2cEKm?_FPrq*cgs0XAI>tv7h_y^yO5 z*B?Zq5~5w6=43ye)%<7v|3cE8fbCR$Z2(V2hRP64q*+udO*AVSD03oH6G@~&g(4*i zWk?fI5<;3(N*O9eMTJy^RHjVHUrGb6?{`1n^v=+An|O3zYac(QR{!Y1kYU_E?F z_i8jgk+yk$p1i{6ljbTtAFo0;h&t=5UUBg_@`oc)-WPB+FpThv9KK*XB9z3C4O8 zx2t2_GmciIZFc>gY}A*@{y%r>dB!wQWIGtYF4bdiwn#13%lLF^nk|LJ#SlvMkN2SY zoI8~~kQHM`(d%g(oh%yPNAs?jdIKH}7gvAbpKs&JmwYRG5mV1+juEbP zKI@WJvD@41nB6n^zFw9EvX}lmSe%bT2e82n=COmt`W^b11?AMucmbORk?~=kIEKcl z#&VQ)gGoCT8wZuwv%!DchO`F zmQ}@>pCD75lv&p?-k43q&UVm#h%O(%;0Qm-<+2EOu7=0}_;lCTapG!Qa?J3}YcnL1 zw>8zh4uC*vn(bkmb&f7_hngG*kGX3&#n^c}GuEid``*eu$7J481TN39_~-1@3};69 zKUL&!5@}MY>j&sBgG3kHz1p$y{`!*?xfiO8M~}1NnXcXm&#dOCg{RSeJKiT>VfJlb z%5z?2rBpip*I%h?GlECtJ!77HZV`X(W6M;gN;RSv3U)tA`|R0029vUX;ArE20i*0~ z-Nyg2TcA1~w1&`OqDj`Uyy2R2^?W3IG{=c2dBkNHl}t<*yZU7#N4n#ktAwjX#e?kN zPmQos_*+*DS_H2(`j`jd?A=SQpwxc-9d`YUkSbR9vf4VWi?C((a2Mr;FPIgxGx}gS z=efpsy=JdkvI;I`(?c<2$sjS5B^0;*xCjUW~ zk6pdgI9YpLMwGZ7iuXYEFC1ts0(3WO?$+|XES0s(xKC*0%1Qdjs{Z%cAh|gv8sj=1 zaI3j*GtQ23ek6;|XWNy$V!XSBZe+e(pQqEKHoQ0B#X85&7o|3nvK`s46TK&iK!=d^ zOw76s)-CwrM|gLGp2}fW8BymyJW5rTy)fcn3_i6GlRN3D2{tbzb5;rF`)c;)q$YC} zQq3^a{|KGR(72HWmOx+=j%3Zzk+4X;hW4V*M(AHD(xrA|029cXS_jFDJV5`i7=5yyn)2~vR;x^dIz}%_ zzM-ON)@iJu=ZTmy7OMZ_6Fd0gEBbt$)sp$Ik>oLGuMta%(Q^VHdz(*}B-3aTTnzaq*|w4EHn2rW<7ZcA zBi=e5;*Yz&xX4-ur}K0$>#r`t$S?GH2`SHq`g;Z24aSOhNcI-|dbsv2v%;MiKDThU zopoeCvfLUTlpF*vk@zFl{hBpW#pP+|NHYdcvYUO7w(ZSI4~S_u zIJTLWRAcqZknBi;f#Tb@crgyQd*frVg3M!KxSx;+lC(fjgUKpB~VU2%w1Ujf|fg=*Ap9nLHa< zFl(2_82MwdY`Omb;e#XeofSjXu=pn&p6+P&f^QQS&cnJqm$=e6|8vc$_&Jr<$$obi zS+maSu0qs%g`O|!t*S^;0!va|DgIIx!<)hIF84>nMTZOMRo#{C*gxN_Kf&1K)|$a5 zR**dPx@wp|CbH4*7?^zyz06zr=DQk(!+2L}cGNY(ToEGmN3z!NY%}aOdS}&k^2>aw zpVTDySXB8PHyUmgK*#r`aTEA61de;uRj;Q z%grX!B(m4V$UJL)Oxrf(7|d>|zV;q%E0FmU(RT@Sk~Q;q5-j!e2_BU3ZyalX<@%B4 zzEnU=ZL;yMp3fJvn>0JCZ(z$?aBwQr8q%RBPf4cQS75pu=6U|sL@(R)ekwGQiERt~ zYSQdxcKbsQ_pniEW1R!5{b-h)wex7zmG>k^da^sG`c@~}wZNO9TJ~_wZJ3k%mSdsb zNSx?_tzC?}T$D-G!)e&jhxg^~Yk;}EA{O>_-EKd(LHb{9PJ`WAbLyM!xvqfpTnuO+ zE|w_x*kR_b%Z!|FN%m(ku59>F^iv_%GCYkHeF1bLSf=Zr3-p#KY(R3>g z71zV7BEaSRqy@YG0^d^nud5m2YSJFc$5OlUTjzH3lVmNrg{(7qekyU4V}rhs-@*3n zFzjf${Ew&p<5RvF{EP+nKrpL`4)l8()Y^z%yD?`7otC&07@*(mg=)x(Sr@a9KC;KM zjDGei+%aVzOx~Sl-&R=?U4c&n;8b022RKunt?t17r;XMEgAyZNCjVBFCuii9JYYBs zGRJ-{5^U7+8D7>G3a$LVnD#%h;TruPDE1F@eX1;;#0q7^sbp~9j+LL$Dc^yzdwe=S zSb*6pdD!`^dlku(dw!H&E+Es96?Q$$`%$r6*_XN^b z62BjSU^%}>WBW2=NY4?R;Q9`9F3amCwE`HM9-~8*vbp`;O}5ZesTQ+*g6@iby?_eKAv|> z#W3ea|Chyvyxp##pI>N^)zMjRpF8Nh<-CWc>-boCC@0(R-OfC$r`Jh#B?%sY`3#l?$M1)E{ z@1i_(2#E$3o~hL_W}ek$Rdo|c4RY>O?RV4gJ?Q0I`y=d}EdCYrISyvIH?ByA{;8anr|-@D{|zr3so&Jg-YoKLaCREz?8brbaBjHKmpNLKEUD6bfvDQa zwTC;plsy|jbs}CTyXX{ldjw1KJ@`VXox)nvSvIq9E&g((7|__6d6-oarU#4n@3O%V z{x?o!f5*sq^Lwk~r?EorR@al_RvvmTJin*MYnW4Ar1%S}>u|UydoP0W4TX7kzR|Mp zzB8_zh7Sj^@eu5+LiaDVDJ2>n=S=Ffj^WX_<6;Lq&GV5~eh*`PPoJdX8RW5Rq$W|!+#`sk&X+l-N%JgHB#06que#Dg#?&#P{6bSMmd$IRt4 z`k4O@<5eY$c@2!Vvq5r;-lWfFEHMkZi=cfswDP?!`(D1|A6XBxl56`OX+d5&-s2>3_A63IBW2(ChJ~Me+4I|iV-^@QUn(}ilB`|t!Czo)T`P_ z{=3-eHx_w9-xoOEO^c7srVHpgNo=o3t7Hc)ZkEZ;(Pi#M_VDVbuz8Eo7V_d%5PchS zuEn6WI8n=J@$!K<)0O7e(QBL$zrePE?yAa=wxixt1>zU1y#r=d`Qr@*=Iz9dz1ZYR z4EO`%FA+m;7CSD~({rqmdNHYhxl0s35;K-S@;ZO-1;zJZo*khJXqUWbr{h~07>;7Q z)WDdh-#1x0xwGa#tRh}N&U#r<^&N>1@~;J^Hsw!u^N+{Hq*JweqM+N!Y&cbPm`v_( zpfum78N9QV(NiV!XVUIZ!zRwPC0*X7%%xfO^JS-9>gwL)_(6XEibqe;v5)h|!{RSv zrlQwykt7w5l1ck)5{@)RQ<3XdHkwlK{M|I@Zb%3aIp6l)+*;9INYQ9glflo+tEUrFojK^s_QM@`4 zOLm)Inz8bmW|Z1IYl^Fy@!Dj`I{=eXy)P?9CbHZ)xS8h(R~mgBcI||Gc|A;pOLeTA z$gkUz;vLcAD2!Mx@_!Da6WH;1pOQ1TBHm0TVQn6K0BcO7d+O$#HcdHnhikjujcdH>= z0zM1bV>&IKg#Nx{tjosvmUlF(Tm#FSaJMD=e=zEwW~j>`H%C+);OvijD zQ>5AguZe8gMcjP?8V|GV(PV8dp5>XQ&}v}TYHHu z*WlFk_}LPMsgQn{Shm5H=ZPD0NK)Fl`}CbGiCO!ZT9(OX@tUKHM4&EoP1WB-=+{ZL zABoO{@K(CLL(==8eusAZk!?6RQ}gB-wyx|*T_axy_lJ!)l^ol|#q0wfsP~uLTdep0 zPBEYzK4xv|n^-Va#LHgKKCatYut+lzZ3hgqI<*#*AJ95^NmkRoB-F0q*Y%r%`piq%E2 zJ^pl8?<4w8h2dOMtYf!U81fSDxPk92BYWz_pGfAH_~(2!Os=|%UHg%~rm*!tB5NsQ z-HQ*G7rwbY0?Ah9r;l;q9ZatZ_q?%8PWohBD+}Xk*q!Gvd*ONFc5?70`+RNv<|*j2 zB>0j|Uw~%5N$iL5t#ITKk$#NxGa&yP{?_5)`@*6K?q)~$A7aV?GG#r^(Z(K2$L?5g zgf^*J^gUbV`%!Y0rIv6l_nO(MeyjN-8FQ-Q-40lH(cb}LdMkeVD)|m&jT=RoHz7X~ z(`NF#3GBO*SLJzFX}W)Je*8sjd<=`$lW#q}pK!bqolfF4eOR@;IMKzG$B7ZiKy#{o zisDpdn9k&rZ)@|0D0~K#_9o%Ce4{07vL|pbbY|1E8L5sIt*X#7D?b}+cM#r>=a;2j zF@fFhW!0O-)smvsMi?ZA@flkE%aTvBWHMA`PRXv4O&C|g=dU1Ck513?^^47d_w%!R z^j}kaZAR+r{rwV8J{RgQ7;PFYlG*AxT$yC-2gUj)3hcZVN3JKqyAXJuCM|tWSj&cw zkt^Sz8u7VQn%Nib&FP-}%!|mFz2n(yb)pel;mlC%EhAQ!;surQAtq^>iJP2xL;E6dcnh|>=#eKeKe9|#qvvif zIkr;=_J1sqXA{e5ks57RLF7nRkA_D>xKA*D&f%f$=rELqM~et|iVjbaB3_!eLod;2 z4o%nM>*HkjkM(MhKa~I;g#Id#ttj7}ZTzyVaxFi<2D_81@M72>qD5)k%sTcBn4RY~ z)o9e3r4MF_p6s|0g8T6Gxvp77s_ZsNwa6i``kejC!D+Qo@5RB=BItEI=;6X0&m(l| zC6*@B;x-bjgUIwk92!HW)Mfif)L6>%Cg4OjY|YB*R8p8s)(&E8Dwdy$l}nAW*v$AX zZ(7SIQ$6Mjaus3E^Y}w*tZjx#R!$zqW?8w`m*obEEn`@&4LiI--ofH+JM8)xcaDYF z1=@^(RWjoD;>}HYc2-{g?fTzXXe_<6i>aANb17?e#>;!WPg&sv5~qU27A-F+Snfi-CUftRG-;=w_3S^v7%TDaTM_DCoO+Q~$C#z| z=K)zA^eY6DX}g+h^OUVAO~;aF8IK5$it?N9u)VleSph#^Pd~C;-t1q;SMpT2tBAXw zxby;Mo(a=cY+Hx^9kHeo+5Y55^LgktI3)u{4M_ciVO^pArz@W@!eUlxz(UFW(??&2 zk#miRaxTw1iHz%6q$G}J|M>>Y?#xETaP?4{_k?n1c3I{-!g^de4NKbLb#kzb*5i-# z&Q7C#Fu9iuWuUSPYNJT|H(bilqZM1XlQfHlq65Edmndd z$zI&m%sh+MXX__5-4?N0s_NCE*AMjng{O`7?>@ZjDqgIHW^(2{iXT(_pA26$%qXAJ z^jk<3(c3y$?4rdeh-XjzxiBfsKi|RA5_ph|U!Rk;i@1EPXrBDxYhdv@j90iWYqzT# z^K)%xxcHE`&HvV?e91I zf4Ekshyiy&a5I)H*Ymz4ssfW_Lak@K%UJtZJ?1W?zjHr{A+<=BTJ7Ipak9Jqz}r_k zx<<+>yMfoc39-a=z%79TKg~dS}4lKG)_w zdUAwLG4g?|U)1@Zjr1UyUUww-I~U+}1##>@$Y*cq=~&Z;9dFk|NAc`H9C{DdbFnR} z{_mjS`?SxB#3Ojo(R4ozPqJHWf@{iQ<`;S!PxIvKtV8#0{?8rnOuWikdr!>u8(a#~Y$c#Ud3={ZoXm27I7DB(rMlGAI?pfz-)pK)xmX_!au( zJ<+=?bRhk*%lr_$xq*(y`+c9bmx_)P+2bHcoDbn;V$TXk2J?VRv8c2oKVWNLpKry& zyZl^F!%tbdI(BrY`w||XimIQI^F_1ALB>n%?R&(n>UdU{r)|Q}1!nZW`TE~{*+wE_1!@a>mK|Ehb1gJAlKHmBpjE(k7VgY9^>#hu0uv%ucuIY-lz>Hh<7CIg zb@U%a>-~&fh0njq_P_dRAdbvs^@_OKpb+;ihsklSPR{w%pQ*-Dlg%qnv1#@h&ZqBw zVoScEUqG@eAbclezvC_M!r?s@dIqMYvEm1w@(Kp#`DkYPmwCrM^sEe_F6>oJ6lfsk zeD5A%od4@#MiJ<^xPBCJr^m+Pmm? z5#Ha$(w{-4g|^9%nmo&Mv`7W5JcU2p7_aMZo->o`C-g^(W ze9E%BaOGaSiw7O3?M7EtH*&J-jNnm~pq6Tmzi8E39J>YHwa9wDQD4M~9=LlVeexV5 z&jDT}L-trzhi&pR=1q21JU?T+$}ICbhrWzcpZ$@`Brih%&zqNBbtw=b!vq^ zf+4#}^Aqps<*z%OOV!ilSo%xE*a5jzntMnbdcp|Rc+ZWvo^Q=B``y?m$sn9nH}7ES z_xgPi0*fG+x;ppZ(MzJ$2>7hV^S)%SOtT05J^~(xuwpVL>}TW`ctjsEJk3hUp0*HY z&c%gVDdO~;%L(5+eV%toxV+8gg9HhzHK_v-6ia@>R2SHdax zKh5zmE5DM}u{IfAqTjQu{-HSfFnjca?2GJsuy#+c5}AKI1`) zS$YY!)#kgSdDU8dzNe3lV!(y`Xsh3O{+L{>tF^w&-_^-7j$fSx^8x0%>_{Gpa|>a( zot|4TayK@tAjOknz(;&3JB~}T&HvAN#~W=P8NS4mWc@w`BH7J)Km1=6wK8HVtZu}V z|LAoOmS*i-vQ8#LT`@8&LRkxYm1p{tx*$KqAV{Hwp- zGT#3D@Eq5UgThC&Y6rjU|4U|qJb$j_4k1~4vI`^G@sGu;lH%KF{Zun*_K{y<#60&} z1fj!?`VC3eYX1~2&d}c`tp3XJ14x|r^YMnCMUQDvc#I8F)#5Z)e}MDF#ex61atqv( z^YAp@nH}&G@G#FVllQSIOZ7BLN$8&H%>8DqLr7eU7B9oMAIwtu@In^a#YQ_x^9FhI zP2)2-?jX${=Gj&_bQo?{<3r{B&OY=puI|cXcjC#r(CN#YX5(B5xDl>H@Ee^of z!`zv)h2fp7-jr__(PAi6NArSnNp-nVjw10(V%NX)c#UqIS?dK{IGMB;!ZG!~QqewH zds?~faglQ`Uh|dXHK291SeAEW6L|j>JYXO;p3dHL;CYOZ^Sx_7EcsneSzS_vUtTYM z&yx_ohgBQ%qSSP+Cf2@8#>^nG^?g47&dUEn z`W%rZyFG`q{qfEw3v{Yp=i5o@Xq1HFQg=&_(kRaxThi+Zj0)F#K)Mq9<5Zyk zHzX;A3(K(lTDERwwp?#6-HP|6`OJN!+^NO!Jn;rPSHR{5xYSNWx|+8q6X_^6PZgrJ z7_>KAKPKj`;4R0n%Nyor_U#kor;Bm4?|d#vIH>EwN~t z*q65u+5I&|tV*uQb8zTQwt394)ih|ynora6PQ8B5-={nJ3*`SW;t6K5JmJ5dCl2RZ zy|8>3WQvl13{Nc21{I;4YOC3YJWupF#I@UK{Hyz@_e7N=#l15j*BfpFNLQUL zsrk8v4OT#U4M~gOW>0qjRrIjh*jYQgmW7^y#6Y-abzfJ1_k{YjqTk-Uxjzs7i9XMp zL2l7wGGqTqvNy@R3P$->owrTXv1YaYM)JIqS-U@f_*q|_ctSr+I9BTxg?VQqEPvMb zM&8;FySD1<6%poRnkH*}R{WHQRNq1@=>W%H;N2a=29hpoX!aJ%2e9W!a7fmKGYa#< zibAY7m@X@fR~>in;e9$^IEFt@W4+UPmd`P02uveIVF zdrNFO*HtgG-CPJH<3m=OCCSdTL~Klc zjfMJKgBgQ(X6_4;>Fse>H4sC(h|FiY>U|RJ3#A!m@nWoWvGz+{-v#6IEN-1KTJZ3P zaJVwLu7%B1h=s))==iBI7K>YJ{Xc-b_d9np=4G`*Dj!r9S;y(6jTv0j#rMDf!$|<9-%Q2vg7*U@GlZR?YIn6VmYeThEK z*8dj%k@x#mA(IT4|I)C5JEEzO*^B)*u*mslzU;_3jSr?;-~ULyzZh_kng3zcS0_zG)z=^M2zDvR;bw`0fZld^WEC%~X-VaB}O+%gqzZ;2QW8>t>-Ze`o1qDvoI zzN>B4LOch-S=zm)w?;g&H+!azKzCk!fLM{-Z;Q1)$=r1g&0ZqOftXhk>+5Krd}%BA z`Ng#8$i{E!WsCSR9HQ^JChLK&VBPEn_ygwIcio#_$=o`b_6sm*kXhwq+NWYuF=Kr1 zx@6G$%wPM9n^%j~$%2!8Z|&h4PWEtBb~0zzcj}raC)#j*%p^lgdgV>)LzvxItG;X& zcI;$<$BePs=&9wGx4j48$XZ^R-EsA3aiX!NVfHq7e(XN>6Z7IFI9M6;`r=8REaz?g zI9J`xBaaa&X5vKyY{|;aoc#l@J~iTbxHggo4M=^n5f?hv-KX5eZ4$S}v-eC0oM+V3 z)_qaEv+7k>sK{mvjr+U;_^*t&f=)^%n1}h8c?-Kh8Y)fOyl$Pf@XdgS)Qv z{>{gVoB3lSNHy2nVvPOGSR2fpS*;RTJJWHZv(K<(?*G<`(6#7%HzuA5(PZ(bG;>-b*YyS~LD86ztrJ|#g{+9el8YT$gq#v9<&O3c~`n-Z*BjRv3V<4iGU8Vr(a zvOF$6%{rgr%Go?6bKvtN+(WjJEb}N9TmqX^LP(C~ZT^oZtTS^|GrPP7sbb{VBN8pg z%dgD>*W%3^*xVU=vb+0RQfDtzcA$S?R!o-Qtb|ED_k6cM8ZW=rTQRtvZ~UFk{fW18 z`9%#;{$KsJhD9fuFM&fhzJIrNqe=dcc=98CPaxd@d`dmHM29C_`=&O@pqAWC*@J$Z z$TFIZ52SZiMBYf7PsHZaA(BjFOJMqm_B%<|S#JZxlGHB#k){6<#g?Wun-@QZLqV>Z zQL?@v?>%pzS86GDBV%8EROj=b(>!k@^W=J)D-(0hhDc2wc?B-~3fJSwo4f|Cc*+jE z?j^eB8)*-gzm_$U?JVzn{)Svu2mZ@8DEp8qg2BDqwiYFZ7>U@7rzO6aDsISkLxpJ{_w&2z`P@IPSm+{zr3Nf+;8)Uc7 zS8Ul{&rL<>4{`Bzz31&^Q}!({dZ)VSXutPoqq3yw%SJmeC@h=r+%Z~Cq-l1drqX3! zh$MUcv(QhK>*VVQkN?Axx-fo<-tUWgMcIBcE4O#{A0up~(?0BSn<#PsS=zDN6mem1 z97_J0v7*lXMjQqIqVBNIfZbOj#st?M0>7cIukToLVU45H2yL=5ZWi6oGRnDhIgZA8 z7jrn>7de|}itY88jAXr8VJKVY{m0Y(f6$pfMVuo@^&v|n-+K1`PG-YFxO18o)kOM> zSo06jbdC6Nmn%OKlfKe-DjJUEp}%O~R)l?y|D0}|e8X)onx;b9E27l5Y(0`TMKSPQ zJ#07PQ*4!eDIIvkE?1rH?<3fM6^o|g>O(BLlV6tAN8Zlu2bEObS%-zm1#pykeX6C5@F@-)jYYrl*6DhV4^3vpQM@1# z|2iWj>(x-cl1jzZ*f9H>!j4*)@V-7$^DMQ6E5Pk8qooqt$)d$-xOe2$({Z#JN&31k z$?DN9?j(}AsHZD`!-3_i0DAII=IxA4R)EX`0%}gS4GT z`{XI;Qn1%Gtn#j(&&ZbV;@R1jx~FY0=xvhzM(-97P2K3%X)uuYO@`Sh*9;Xw4k!OY z=xvAGRz3WK_d^_8&x?j(^z-*T-;9_wgwO4v#PpU6};krSE=N3g+ zd>8o_=zWaiN4X!X?>-=F^De--mW3w@sgPIM==}>iPUcxtMYFFV_!N%Kz_b(Hxeb9= z){yn1buwR_&Q?o#<9~&_)Ag=87xs(T^d=TMgI$J0y)~ZqCd*4$yAS3RHS7LG-w7C& zD#V|Yxf||IFoPY3foF+rQ{efyINXJNxAC%f^_s}CtS}?}$j3@!^!qH@Q=3QeJS!LG zllLsxy~XNR7-J9VQlqdwyeIOCHEjQkpFP?=X*L=}f>WS&5bTEQ{SC6zBFkX0cc3v+ zqiG~oRlvcl)vLiHSGi)Ns~5nbigADN`=P>ji*g(rNvR1{+X;|<)E2g^hXr4Jrgj^+ZB-3+pW&ec*ukwPd zINQY5&G5QAoF>rpK=GjgJ<4GBXnY^KJlJ7U~ke4+=GuI3}>!>WO( zb`!Zip!M72`rN(I02Z$3b6dyi(DHZ)*Ak(w(np?8gsqia+fBS#Xs#ImgBMt$RUuC7 zbmsqeJaiywRo2W3*3QNorezs@=V`!PC}d~E5OFE??n1Ag{C7XH9U*F^ChX^Uo;tx3 zaet`sZ=}VUG+qp``PyHGZyhmYGR_UcrA8uIBkk|PkKgd>FSBL#T4qg3-iWpFDOtWd z8R-;1-}A}WXjBoqUgKHy@ZvC5N~Vi*MV?efsH@#UBIEm*(vLP5lKW00cf#LcxY-0F zAB5qX5Iqv=i6PZUIEEGKYTJSIqxC=Bwb#+TkDp;syUe)BQq>i9-{RRZ=KAF5_*x&= zicdH5i1++H#2kAK#$JOB7nw=lV9lf0pgSG12CF%K+)w+|eHmobtfZ>X$EUz+BddLg z_wQp?X8tSidX)c9!;M;^%n8`NiBF6cKZY15S)MD4rekQ3>_D~oT5aei_y11+ACIRG zLMzXKGj|>Xzx(M?PP^1U$TOiaw0I1Id($!RahB5m8⪻bdSb_61di%B%kt)%%%_P zIeFc3&%Qq!)nn7gSamRYcJkuiu)8GuvIcP+{+@{w?bx@x(yt_3mLLR@~$B;v5F&oo&iZ{1o+gWTsoD8WdKZ;#WrQvsQ&K{Xm zy;;GBYVfT-(43^jHgn2(>|Bfus|FF2QL?7YOL;gM!e%H7te!G_S)zhMJ<-S7?w2(-zvtkS>8x>$DPHjv6gS=ZRx-KB-y?$#{MF-&Wfq>eD^9= zoDa$C{8TaXC4W{{c~%f-Tfuvl5j(hxx`M=cX48vpN0a1kNApzo4e_%H$=_nDqgdl_ zvqnvzPTG^P@n_L(A&&Mn^Q97LMNxD)+dgi7xE0^4^USP6 zyxF*)={q$)@-6jmV>EUBF}!nvIMKl*YL_|A~&N zLjEW8Zq#Qor!{dWd^s7aLb5oV`q8u!J(8uPoxje8=l$$hi4R^=h?{#v`m@QJjLr+; z^E6hb!c1QyH-hGw`Z~n%)ZKjzD!Xtd?~48sc~ghC99$|o^9_p+BvsY{t!BUb*fsHY zli6*NnA8Zyd$f2~%k!}Oe!j3$Epd70MxV%OpHPZfdj(EdlS$u4s*PPR41Xbi8-MmLJ< zr;GkyiJa@;HiWf$i8x0>wG=Fm(D%{wKNyNL9j#1?Sz_sTdgx=M7wEK*ZA!8AR`Tqj z{l8|@hN8pQB+B0LC;7)_-u#>xlNAMRNmPeK`9`xpjh=y0HxZ?^&#A_D2G2R0{!eN# z)rh6Y+0ckZom&dolK9${Y`5{tbDUX$-|u3~9C$6q?d)BcMcZGYm&ls6N{{RL6+W^7 zcB8Q9P&34(uFJZ_yem)6sO$Jd=D5RIoxS{b;ahDsIhtJAVV)-nf5L0HpRAVr8EZZgRc{kH7xL-8 zV$?oni(g5R)%8chCQQrsg2l~<$#8HQ&)rR)_q0sqkqhDY6GYDu ziBh#F-%_$ZtQv3qh@>a!w-iYRK_=MSAmw0cO(* zJgx^@?towF_x*-XSxKGBN!i1&fJKvcwK~~1^1m~1VVmE}c+TZC`3}ZMIKGMB|B8P% zo2i!4_Y&y7LXYD~*9|BChvS#=kf)4OgVf1fT?N;^gW+W8^ftRT!TMwhe^3l z$r*W>@luodUDxOSID3OHf=wr~r1o;MWY!TsZh+vFLL^KsqZ4SkH+@dzPo;4CcDzaT z>+E&kO1{+Pn#l%p=zWeh^F^oBhJ6J>ukr20JfSQ9`I6l>&^-C8-@t-ta7<;sD{1ze zD-VWlR^Z&J#}%%vPM*BQ>RyN@*%{SDEXjA^M+@xh>|AZytmSpdPtdQxsby^33;W*E z@;NwUZQg@MJefz2GFI};%!TNWEYS%!zruoz&Zx9%O zd;7D|RS+zX$Ek(h4M*;QU}}+cgW(1`{eTboE}jZH7aBFIpc?SWi^y`Wzlz{*GSK7> zwxk|Yk2g=OTNiw5vYyVwgKJrGbHPiy(c*R9P(zH^S(tUEnQN|a_7xf>$H4)R9ZI$gV~liBq}bKaWLzL|2?lcA4!g)e}>C zLb)C6fABeLz8`{iO?@_U>}_p7Cqq{Jt>D?UX@3%nA4k^njNL}d6M4-PcFx+tCF18X zEOn{b`9?S$V^;eZ>wbpRUaWnQUQ*FJ&%XNLOm>@`gZVu%?@Km)NDtXPa{@1YiB?&w zf1RF|X_L%x)3N6aSKno{pB%l{u?pC|gakn<`BqPZaSeUV6m3&cVhvnQ$B(02lepFa zZsqaebByaPs!V~LIco3%_yh&<`QgGL|_9 zmj^-XY3ODzPABbG`2Q*GIuyQneNU>|V&v_tka~bcS>XXA)n$cawa=>CiI7N!l(+d& zH&SOW_E@%BMZ1oWxEDV*v-eomydPVRF!lg{kK-SYh}&1t<8acZGQ@iN=IvTLv*g*L zP8B*I!OvSjbr5`0k0;-g^KI@$TK~jPM&n3#y#G*?NZs4q_2e#m5xJ9}EGtE_hIfu@ zvflXxQEOlPyn@f&!4r~!;|;Oy7ZS|Ei_2)dlUlByH^N0Y-Gwdxax70@QaAHm zwn{zLWQ{spjHyl6W#r%K$g_G)R=qdja~1uvr}8cMJgBea(Rdi!iWZ{x{bJR>m~l2F z^2B^!-q4YCI`OI>#DeNL*@ph9gY~lc;#s(6txaVbtkvhwJZ*}5y|wH#)HRi$o|?)7 z>HMOfCLe(v50GX#22a4m5(SSKj2X!>e5p9F1`f&o^9}!4qn~#$;V?)J)ytQ(ZC&Uy z`xp1H;$m$02DejP@@pd=q=$+6`3ui$;%xHS#cL1L=i~Z$L;GG3ui*H{j#R+5N%+~H zZ}t~mj$@g8J7|Sfb@i6r{6lE-#hVZKbl?5+IQeZ8$IW~Y#2^tx6ERE$_|{R z+UKe7CjHgN*ax&sowV#|Z3q3-%2>%Svls6Rcz!DuPt*5gR`?V$|3LJ6()1&HRXXSS z$JsF2M(1lC8OU2Q6TXW3Sx;M?r#?;BqqUoAq_MoGVIdAJHj9@MnX1vGNa5~lF+QgL z=~O;*B;Nc(-wyhiPm}D;7=f|JYS9x$XR&wo%B{fIMk45XC?t>ZG<@!^|2wh#3*NFn zO|qx518kC`Kl=eMpm%Sm++d6=VKNsV@AAzjPv-7q>+SwJgyn9cK}LL@hczQ>teutQ3t@JjD>joSc~+7Q zEx9}nHIHXEWGc5#(PoqWJNR5rg!@*DYx!-mkj#hkX3^klN0#}tfxcO{e>_jBM1sDq z{g$Ps$-pw>;Z!Cti$Vmuc*k8kdVn`@ZpVe}1?AQ=$D;zW*$4Y@%lq$esX$ zzeUnn{On!mbQD{j!}5Ipdf&g~R!=m(nY396lx#|e==o>}RMulv79S7y6^{1ApT>Gw zA{K7dYY$gH;LKUrF%nPz!;w?MQy9bQZ!@PGnJDo}6vZBcIbnNUt=Zr#RuEVBzE8Pc%c`{guom$d# zHxyEndSCyp#-n^Enaz%EjgVFTf3VE$@JQylA=-ZG>g*ug3h#YHt@k1R7GGUzE_;Lo z_2GXv1|~Pc{ur6+2OsjAmY8=1t5*_>?sNPZ44JNv;`}CWzW-*S!My7@T3$-dXN{O= z(nIu=J%f|ke5yHVn`4hbdxzhb8gB^gQcq)VoEwIX-FeCR7_vy<>5e$&egahUippS~@~v4dy*C^oESwNj9tW0ZWCN$u^0ELIxl zuEFT{Sf{pY|EKl$Jim%@pJj`EXf>Y)T<`3QqERCnCo}L9i*t|@jv?MiEAy4{5APgo%|i6)PX~NmYD6jFK~4dG$!cfL0TV* zeNXBod(u90r}%`}lsW);$Fq0Yd7`@C54!pQXxA}9vIXY8G5J8JY4tUfQlsp3 zm=x3NF&LL>4+}7JBG1V;@qwiHoln%{EqNPsgc+hM9&hK{Bl&VFigboXTd^$lKL4g) zLl`#2!K=*{*@2vF5WD^T5VY#!|3VmU!j@DbPo{~y^2ntkadzk5M&i`F90jo(VVsxsKTgxz0j_I{=fB}fYO*Xg1Jw633EL{_uQF!csGkwEm}3?`SBrsAyU5k+oKHrZ zF7PVKYo=gEH<;ypS}~s1-Osu3N>#Lyv>T$QRMTt8UIQU;Fbhl)QI_-TDXcKdnBO^) z3Qo_Ep(XTNh&}!Ml}sT2BlC&kUv=1bg>tF{)n<+EuKrBRG9u$&{A(`OPtnJN;=lsq zwWe|As#K}Vv(N!#TVZB-j1+n5`7BA=<4ZZe`$D3hewOfptX5ABr|eZ2g@bL3`W57U z^m&Ddn7ofy!7jU$zZRFOi8-@eSCj8f=Lu)?j@gh&w!6{vy_pR^(dz@4KZAtXbvsiW zna3LjLaG&fpLDNM0*d$I{YIK5yFf4eyU>~EM1*a;B-IA`!X?>M2C?@I&K!fab=agH zhMtAZ|A`dkVDyNn@~B8~k*n?yA6{pPD(v?PG`>X8wyOlM|K_%Y|&u7!eNmG#~ zUy09o|C1GN-TD4%|JUI|VawOXY+`n-hjC>wBbmx}8od+Vr1If`uFQSn&tzY1=BvRE z?jm=-gX9}tTXH9R@4>W5UF{8iZs08)9B%@_hAi+f_Wlg@b4W0Z1nYR_rx@RZJ>C`t z@4%FwXmO}(d*e~oz8#|FG$W^G^2v@q!!zHbWef5z_30XCnv(NSz5nC?E!tdVE=g65 zo1xzoilvM(82k4Un=cZjN|WhAmdMV_TU`AgB(J60Sa$6M$G1hOqWF0@t@g*Ks?fh) zTy4xJg5oqjHNr^Qk&tTPZH+fb|MiUjDXFrXH2d^^WwYEbwDx%w{~gKpsU0;K4^lPc z6yB5ULV0R(63suxfy? z{Uoc-d-zjYua9BdDeyTIYn#Gr8B4Y>YT{f`I5ou8oxUR^JLT>0f1f{|pszl(+s+Sq z;79U9zH77{ys-%mT}Xl(F>w;j9~5H`D){O}e0~p~Pd3X_AvaI!xtN+2e$Ck~ev+)X zyJ^{ul*zBOz>N1QYlq=WM1h;hvY+^nd(4io{gzMfV~p&yI^6inu`@eiQjg_oGB(4{ zc7++VG!M(l>N6menzj?k-&owdO8Z6e_<>*8`pbSGW7i!?o((|PPELbnYBhepy2m2XuK9*-lRveC3eLB7sa=H4^5qx zfAD1hMjXNlA3J&zZ+}ws+szlw)K_0;N*b}b-a45Z@@{0kPyg|Vyg|=*-DE6nOvgt0 zXlA@K;N8|3S>2nesHxL6nRI8ceBSkT6B&}*U?jXg!-{iAdmWyhg`3y;R{?UncwP}a zO`gVqIF}Xq^>FBGKTqhaS+sn-qC}ei$5PIxJ6#MldyR+_hGi?S8TI*L_arrW_}{Xm4t{({Sm z)1AzTsh?o*zPziSF|&U%wMLQ;#0VVWe%K-H+4jVjx_m5|3%?J?nVBSu)PlfbzNM0QlQ^{FF zf5`!H8)=Vo)mS_`pVm+Fv)P6DtOl7o^ds(`kcI>Ot{le!hWcoP!t1UYlpvL-qcKQJ*DaeN1>sZ_`*QyLnStcp82LG_ZR@fxJ#agmFMDOe(YQWkvl4zFui`+5ZM*6i7&r_XZ7;*-N9e~$E_(|4-{Qq;`RQTOQ z#`^mI+Liavrz(W&k*pNPedqtFeBwwvs>!cD$IPr9Ttw$Zw7gc#`BUrtM3&|_F`aEc z;9b}Atc%2lteF243e(B`sQ5nyYKPIV7-SD7(K0N&9X8{9`b_*e4UZpjWD_agz{BLD zn~71!;!zoRbb)OJ|0l|>Pck+R?r$xR^=eftPVp~h?^44%X{`GS1M_!oc zuajARBovC1BI_QqV&_g*UP7m1*rbnfj)ddY7?{l3yLjP7ZLiZ`GGcy=7cHGV-u+i* zqE0l}iSMJ`qrAiF$y@RYW){`&Jvcgv=BKdnW@8Oz(;;M@Lcd0^{fd0acoi<5jT>EE zIT@n8oM`}s&OGOJe7Oh@PQrut_+CZ&BsWs(LWYO;k>D0KxS1@C$o8Drkjerh;4+7O zQrWgRgtGp5HrsqjyVm3{qiwR>9z@?w7<;xprsLOrTK3Q;b$C;8bOXQ3Ua^7XejJL^ z^!zocvzsneJhqW;Usxr__jV|Cq`|qkJeF;9_tM(+2f*ljHvbOtuj1yhS~e7M^OWT^ ze5=JfyW?j~#~P7n7S?Yn%*XGG+R3N5na(X(_EcONLBi~8t>f5@n4cZ>*TLWkeYIr4 z+UBtST3yI@>$+2^!3(n+et?!2vg9f7J_ZA_zJCsR@8#9E(VNq7+;@(*12CEO2$I5WnR2C1iVq{Ra4)YUf!2mHpMJM!PSr9>-5xIJ(l6 zxuZRsO|ozA7WRDw(s_TglQtuvoj0_}b95&@{z%_lVs1y=tHp--UbLOL!%u4SfifchV54o;dK+83#y;D%$Xc5hu|uX(L*6yhPK9_0%)0>J z9)QW|T4XomeGu+P>P60HFTw%(%{$tU*>nt>-z>(Q=U%fr1pnt-bb0*ziVcp3K`LH< z3(bD+3m$OAWEN{J%0A7~ze4{x8b*e_Nc^$mMPaxJV%c?3lr6W=teJj})aQEMdWLZ) z^0sSOt&b@E4GXW-GVAC^LGEKM#^G*BjLB}RALGGg?wAjt)d;^+ z5$7zwQy=IAeZI}dvgh+I9#V;f4OnRfom27oRn{*F$(yvh#8nr;V*$jM!M`e7Z|4Kq zhnm&a-SOrrnqJR7Z?IP{-kb_W4?;h=m2SqG`E0+xXtB`P7m;$S**-1?6NTK0x}T>DG`}6od5|UNoK^zGvg- z_*_LgoCk?3`REw(C>*re#vDJ&W^6SWc>_d4#dD2bbkpN z*%On!RHs0DgZAy+9Y3k{V7`#|Z12D}*@5n5n|6MF!HE$t$aCxSXfn5ea#eS5#f`8@ zYy7XxtN)K?-$3#ze9wB6)LmR%h=8f0dy#ghx`%0tckMCa zBR$o3B>CG%u~yaw9`8<}G{*lJ(>UP&}$!fy#$ZN z{(9IPcp=TMqHFGnesaYCh@9dcU^JWNDPX=$?11YpnB0a>=lj}M?A6-mBgmMDo{GbJ zLuNh{`@wt`9eYAyxzBH7;T&jH662KLc3w&h{hUnutcFI$f%SHRtRJ_i}bMg8oa+KBQ9r*PQon|@m2U~s#pXA3~ zBX$kL;XIA6X#Pwl{!*@=!-L22_~q`f?hqS(#_8{I=077`fWOa+`dQt)0`EuYp`u~XU&VX{Gajr>-TL}Or^m-;_OcN9EN?_zqVSOd_bH&st~cVtF8lP^rpo` zc;sDtALy?Ur(fiYU-A1T{JV?!r$6*6@q!-4JA-~%*Vowf--#}%Dl!6Ro@24c&0|Mk zS~b47jYYBw_F}Vp*0?Qo)kNHGLGqVb=>UCxs_$eHJ(@=M;!_P85rwmLFCg*h89YL$>=#jdno3%I!+q#f;Eqg47%s%uu z!W{9TBMr=uD@3CSdd)Z1%b}Rv6~{oQ98XHEsK1P}$`!eF~^z9p~b3ieKI(_!?=`pZ;bZ^2uC z!@aE7tA(9eL70_{{mI@6e?Nruf6$sh)0N_8b|yBV<5E9Cc#p>{qWrnqNiH-1FW+|Lw+WN4g8OxRobe1gCS@WHt6q zA@K~K%Rq0kIibGmQ=2k5@luQ7I2hK!#xj`ny}4i$AAJR~8`*3SE_Y+kove{cqMJy& zj=t-~hj}z;Y}Uw1yGPlgvB-HM`z1Hde>5!30#)fVh`#TTbgp}?L3rDW2mFOw_rm>Y z=f=Z1xfg$@MR_t!XS+Urci<<}q4mDMhLdeLWGnHdzQ(D+le3Q?>tEMkQ`T24V!=C& z{575o;RDHaINLZy#hJP!IEh^*kZ7)>sZac=9;=Zxt5V9qA#eYuVaDNDeGYb&!0gk= zb2V&Q89&t%zk<-i^tuECOOhrT8WurkhW_>@@jPhF#L(0-JfFp~4|g;@{xowXuVCui z6f^&nh3S7RlWdyhN!^O5;8CWr>dK=@hXv=*C-i36+5 z8YAJA+*GrTUf1|*#k=G_y@Rc@@9QEQNNtZ)S5HiS9FDmYIm|e(iWu3sxP*4u|NpYc zkvv|HVOKJ3Cj;d!v2?t<&g4T#o#{vUZ*7rsH(yC@ysf198f&ZRrzJjrr?=D)Jr&+H zY17%KRN?E!a?iOwJIU^)bLtppC-b>*n#s!9^LL-|4-rLv<4s>dd8Squl5x1tD~yu2 zf<;J@e5@OxJBr>5$+Z+mj-YLOG38r2XP@&v&?w^Ctd<`{f{$Qaj-?)i-(jwpsl_Qq z&2Flb#mG}=n~Er73Ug~S`lWu^M)u3Q*UEVGjuEee&O}VkT7nmOb94A6U+r@@0#8>tETtTD!l)XT(mLBAOCT~xhnMIQKtqUy<#=tqyO5N+aWdGWnm~}R*@S%dZcMq)o zCG#Ry&tBl`9l4WyP5eFIm8s$Q0S{^?R_x10uWC6KYQLBRhWfmRHRiC&ET~PQ=P-6n z{=cV<+1uUEm9+WC)lKktJ8f_0E9daO^%!$J3Fos(Cy`@s(j}+FQt~H{XljF&hx9Bc z-OLXC;Z%b@my-M*+BK%hmr#EOPCKCc79KAY7f#S`*7-~{Zdv~ICJ8eK9ge?Q`;v@D zeZ;KwEO)V)@jmw1&SRd(>g?^=?aXF8IE|0zP2YOjo?*N`Y?IpSO~`bibBjs6FaCUk zhfVaennxvb_w#sB!?<_iYqA=h0+*(AK7ohTH-2yW=AP?we?6eDthQT*@yRgX6`nI# z^gEGft4~GQHBb1m%BUBqPJmx3J2r>tKhRGmv)3^;HO{`$b85=JCK6U<_0+TP#KynU zBC&WoBq~EG6*7`LqqVbj@cMAG$YcEGL^v&gWKVxTiKSUb+MLD@8@IhN&t#3fPk34s zybrb;A)mb(c{1^Eb1%s%;LepI@YQYy2?!VgE_00UXv9mwZpS7Eq6cH!m=W~`_lPB5kB<{vfjKi zO+MCV5%)R8jdPznn2tuOMYrshPGz(6$#IVH2Z%4J(EE_9FQDJPv@1*JhcU0ReqJ^5 z=_G8yB8^Gkhjp*T>ej}|j>JQqD}qyh@a=baN1|6fKd)hHJ(54U<+buqP#5yzl%Z|%Sup(;&%CJMeN0r37+|QjYYV37yIOyO_3BS*R?YO`u6% zXw4*1PZ8x-Hv5E5yZFwl(CzK|6Gf3^yhDJK9H>pd0zwzUe+Dim1NZ|Fe_gwlqQP680j~K@`}M}(1D|~{AQ_CaAGtBT zk70`@tev{PS;uh&E!&FVgK@PYyVN7YRGydB=*d7hO)TD{-*vD#)89|SEO}R6b@pDp zo@DHCSbGZ_CMVl(FwT39mhK#%BSk+gFE&EBcqlZJrziWN$D5zC%cm(jp2$w6aknbQ zBm?AL*z>qii_rWuTFumcEIs$&^a4Hh_Wwlo$Zq1zqU{`QMv>xMEgvM+NcbK{uU|yH zy|8#S>>Bf;mM};p%&NxbIFnk|+3PjTzm>*3kM*7umoKHw{^Z(Qw8{JNWNEz-Qn>^B z8#}+}1utP?e{vmZwyCN2tk23D$SUyqTZ<1|QwuZ3yDF8$TF_t_jCSDe9!)OKEYjncyfkyBkAJo@>bpIg=MLsFbL|GBEW(`U z+2j*5>k#8T>G(>1)z!?@$2G_D-Ek1UM06g9Q^_5WEZ2S5I#nKPJM$jjyb4n<7g6$d zb%VYhHfmPUrK(`6n3l(vmnQ4To{4%`F5U)@>fFmHJnLSz1;neIO4^ZIp6) z_{Q<37+;Q^2e_gf3@5Sl|F0L?EGl=v>Xq<+fJV>rf_c0qb-7E>=20_9Q*ogSo3!J7 z4MfkpiTxb@55VLw$4k*5Sz$+!DC;agW|KWw@B!&(v;OaRc_q$$gj30zn)mTpt6G9Y zSw)$ObFHzcAzL*O+gi~xyI~KB!OOVT2Nt)G^+7(`9tOK{ z>TvOV2r2HP-+6jUb-85vJVU?vPTHOhg;=r<#^>wxW+P?|dRBKo4gb7J zycs%m$-K+hzwoq+$@L{`PZkHNnJeqKGIg}iawd74d()&0)}I8UR1MFH@>$xi5a$*{ z;WECHyamm1YK$IAnn5<`>sy>|FD}$G{w8sFo;JxTcqSWE!K?kr+l4nih)WyXabAD{ z2SB(#37*03ajcxma~0uJoHZ|pTpQN@9h=`FWA+)o;oJdy@dIp{Ek^xHnjsL&la@*P zoLTVyRcvyTQQzZZ2V+Q649$IVzA;sT$n$>Z8*VbH<>^s3KW*Wa8ojyGdkKcg+))L8 zp5T@LknVmm{3pJg!v4ws)my6-c=`m7dy#$0i&3{g>jCk%v)@ag&=_u4(LC!*vdeK} zfq|XaFmvo+*M0!eDbRn>U2s!UH`IUL<7Rcqg`(zK$0y-b?g&@8TReddGx*J3m^v1c z@0ek-gLV^uK@7g)O+3!b3YhiuW9$28}Un^^oFHlId|%SE0MG^-@ur`F+< zWVlCkej5Uxk~b?>OYz{WV)}wbzjLl42KJ$6PZ-|H|K1fRra?0M=$|6}d3+o12^@)WHf;328yy#>Pt@`tS5 zt&io$*)oQGiAJQy`3&m+#&=P$|dcAFVt zDa+0gIlebyo;nR@sYSHy&Q_<9=n_%k3L1uwSv&I>U#i9ijU3H8@27b8-P&D4(siQe zwLI%`oL=UNE^KfTiA#${zmxJxIAmvEvMgLn-|K05506{Q+P~_1E8K?TL28}9MxJpj zG**imdOsP~sm?sh|0mHkPn1$&X$UJl>>K74JT>`bi|eZqJsZ&YY&d0SZYrD1A^({y z^tm>@^_@CE8${XTzSFl0bHRw8rI1WGfHHkLXa9T{pmX6YE!C;d}IXh!Hc&^Kf5HoBQx| zlh&_@yQ66NGAaKO5xVo960klOs=IL_yKRo4&A*VZNxli%zd_F**f=>_x6=JJXdP*e zDy6r<{(ncrF3qCl*>a!=a0`DOrl)*o&03*TjPoA`HiK3V5q=nHFNJP79^Z<8|0;fC7G*=kLJ*U=%}xPB2C-5D1*5~x72@F-Dm>R^cY(cwh2QRyp^~XF zN)KXKN%TNw_Ha6bcbDgkR&&>J1!>LQ+37Ijr8nn9hILvRCZ~6=_gXqJ-CzBCFuVJE z`2IfM&%^uk`Tichzt4wJN^|*!h(E7_zfp!drGVDc;oxcF<0`QEQ?!$Vjg%d7 z5&pb|Z!0`R5lf%p|7rL>jWlKOq^ye=82Oe!zZ1P30}E&9wUS7_l4!Jm zk7~Qk#(srZc^uIt4|^{G8C!_Od$FJc`{rCq8{Qy1}i%~aV%oT`OC)sRuV@G@fUz-!yl zQ3*(^#&&~@?+dZwAdx}$V+%OC2wQfc(T(g;Ug<(O)B8VqvYCnW<={^F1%Aosl82p( zK-f`wwv|`Kj25h_|#W?ck|I(hwovFT#(#}b=v7ak4V#u?YDw^z4N~a3#tZQ zB{(U=-<0R=HLg)dkV5zN=F;jSM?HnjZem^4>|^0dvtd+KXgO9=T~t+v*#;Fm_T7(u zoapBi_}806e+P9_`0b(Beysi$l6{G#lh9%X*4l<8Pcy2#2yN+VfNjcDG)(lUgTDZ= zaS(lUam*6z`#$~ZedMJq`DmMkb(DLj6Yc9wkxu+N8OeIFLO(ja1FdBe8*1Tk8g{*a zCErG0swAyB^L=1>CQ&wzp0m-KaxBHb&3?F0CBDUsPuIiAI(i9$mRS0bUmL`op@8L1a(0T;D_`!Gw zel(Y}3!QuZ2&t0c^k!mq78=-3%wI|r^{}jJj^*&9ig?@6i=O_R#JUqe!1bW*5E2)n z#cknen9N?~!#@E}TS4GyqHYsohOQ|0(f1m-ZAUiUcRWsH*^eLm5ntSdR_=wiu2vd| z{Hpsh2ShK&R>z2PCU`%9rDws7beKjoNyE}3aI7o-ukjW|H!GTU!K!G-l$dW^kHT=#7*SCT!)qh+;`>F6{K%oLjyjUzBYtEwWSLkIoC>ugb)zJ9} z&97s5Jv~OVWfxwrt6pV~)?0tm@f>BUxEEaf9^G!mexK2L6&ybYK2?Ej2KYaQ4v(MG$HrJxbUU-;+zIAsfE=+MRmU;ns_4Ks^?P+fJF!~)pcPp??1X22VZ1xoTdjl(| zwoWJgoq~7ef6QYn%SYF$Ppw&?s$hPG&wTiJhSB1$w3$jzx(lrL`z!F-49@*NW=lVm zJxI}w4{0V$61X|TF>z?G2VC!k1LewIK%CKgHL9w6KW*oRG470=0CFpO011p?W(%T{ST^Ei;&oRR70Nct2uX@zVF{Ath6;Rf_z|C;m z2e0ug-2fL!jPgaqr#5<3rj=ffs0M{D{Oc_GH6dv#+Ik-we?U9U8?_?YVsI7#9aU~> z11rj0em{tbVeKGZbQU}-$DZzo+zhUKp!`Y3pOt8D5IIhOWheHwfr&08{WE%K2OA~C zq3u{;EZ38tf}_WgSNHipW4RBTDOdRds4G9xc`WB=jMZDB0mcMXshG!h<<|ThZ6@L; zs>R?#g0W~p^V!$2+(?W&gl7am{Q#QiBa;4;*r)j|?erK2zVsYr4;tVH$kqS^O2q4MQrSaHJD!Sm9z9xZjSBn!*cLs(n)=)Q#Sci>0wgT~;?FA;T)uwD({ zQE&tCRuz{tFDDX>z0A?s zM2dIOx31qFK(|xS@l4SA21kBDRQMDLRXn-mLh#Q96k(gu0bOn zD1MDpda_=^dJ+6ov#fKe@%;aTu`d!_FT^_%;rkXSy^OsxiKK-@nd#_bCBM3dpghkX z5FsXm*q?#5eZ;^ZyeqrVG~$ev^(mk)7ug1oxeTl>q=hp7seZBv$*SP2nDv<;{T^fu zg8f*=ZH-H>vgaZ2xCT8x0k1my?}R(`vKn2cLEX%M4c3bxhP+N>o6A_XnWOiB=Xvz3 z=X#Uyg=#GN3Erpb7)Q{I=1q))ub+UB#ZW)UzWHcU^#?T@qKs`!xE|dVC1DN zoL2E@OTp0wv&p2-WVVHT_1>T}6ma?c_qpnv{)QE9S1^>}Z*1ODR9;woj~V2wO7VDu z?m)_I_LS9krKHYM69K35>%YPLB8UU!2(7z#AGLpH;7xs}cDxxCjfJ4~%cM83Jouxv0Q zOATwP!|brM8d2Xg^n{uly*6Xa-4Td?*IZ+4+r|w>bg5xWby)63E2h=PHAO{5i~qx4 z_{)(SGGeOQer}9Qb$eVPuT*BcvS7sK+r|t=Tcgv*MpZ30#QrZ?={hd z?={iLXcL(u;w@KwDY)-I%I=Z~lRh)x>f689*J>#%bJiRuU-O*4dRGlj)_9+@G0@=l z27_MD6)VER!=`OoMXB4E09o8tdv+#d{-`mUO GCjSKs{L7yJ literal 0 HcmV?d00001 diff --git a/tests/data/skippd/data.py b/tests/data/skippd/data.py index 86032939f70..e717c2ce025 100755 --- a/tests/data/skippd/data.py +++ b/tests/data/skippd/data.py @@ -4,8 +4,7 @@ # Licensed under the MIT License. import hashlib -import os -import shutil +import zipfile from datetime import datetime, timedelta import h5py @@ -17,43 +16,62 @@ NUM_SAMPLES = 3 NUM_CHANNELS = 3 SIZE = 64 +TIME_STEPS = 16 np.random.seed(0) -data_dir = "dj417rh1007" -data_file = "2017_2019_images_pv_processed.hdf5" +tasks = ["nowcast", "forecast"] +data_file = "2017_2019_images_pv_processed_{}.hdf5" splits = ["trainval", "test"] + # Create dataset file -data = np.random.randint( - RGB_MAX, size=(NUM_SAMPLES, SIZE, SIZE, NUM_CHANNELS), dtype=np.int16 -) -labels = np.random.random(size=(NUM_SAMPLES)) -if __name__ == "__main__": - # Remove old data - if os.path.exists(data_dir): - shutil.rmtree(data_dir) +data = { + "nowcast": np.random.randint( + RGB_MAX, size=(NUM_SAMPLES, SIZE, SIZE, NUM_CHANNELS), dtype=np.int16 + ), + "forecast": np.random.randint( + RGB_MAX, + size=(NUM_SAMPLES, TIME_STEPS, SIZE, SIZE, NUM_CHANNELS), + dtype=np.int16, + ), +} + + +labels = { + "nowcast": np.random.random(size=(NUM_SAMPLES)), + "forecast": np.random.random(size=(NUM_SAMPLES, TIME_STEPS)), +} - os.makedirs(data_dir) - with h5py.File(os.path.join(data_dir, data_file), "w") as f: +if __name__ == "__main__": + for task in tasks: + with h5py.File(data_file.format(task), "w") as f: + for split in splits: + grp = f.create_group(split) + grp.create_dataset("images_log", data=data[task]) + grp.create_dataset("pv_log", data=labels[task]) + + # create time stamps for split in splits: - grp = f.create_group(split) - grp.create_dataset("images_log", data=data) - grp.create_dataset("pv_log", data=labels) - - # create time stamps - for split in splits: - time_stamps = np.array( - [datetime.now() - timedelta(days=i) for i in range(NUM_SAMPLES)] - ) - np.save(os.path.join(data_dir, f"times_{split}.npy"), time_stamps) - - # Compress data - shutil.make_archive(data_dir, "zip", ".", data_dir) - - # Compute checksums - with open(data_dir + ".zip", "rb") as f: - md5 = hashlib.md5(f.read()).hexdigest() - print(f"{data_dir}.zip: {md5}") + time_stamps = np.array( + [datetime.now() - timedelta(days=i) for i in range(NUM_SAMPLES)] + ) + np.save(f"times_{split}_{task}.npy", time_stamps) + + # Compress data + with zipfile.ZipFile( + data_file.format(task).replace(".hdf5", ".zip"), "w" + ) as zip: + for file in [ + data_file.format(task), + f"times_trainval_{task}.npy", + f"times_test_{task}.npy", + ]: + zip.write(file, arcname=file) + + # Compute checksums + with open(data_file.format(task).replace(".hdf5", ".zip"), "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"{task}: {md5}") diff --git a/tests/data/skippd/dj417rh1007.zip b/tests/data/skippd/dj417rh1007.zip deleted file mode 100644 index 1bfcca8ca6335764c906dc49682873a81566d6d2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 97494 zcmZ5`Rag`Zu(pM$l+u#Y($Wng(kb0Yv!wI_3#gQIcL^-4u+-9xw6t`y(k!*W0?Pus zobNx+x%%f~W}au>xtoi5-x(eC$4|%~{69PQOf~%9laSU}9nN#NZ(F@Bx@ zLq7XoqzvlOUJ>x&gW6Az9`OBtNWpgkVpjh-2`hk`wWGba)fYdjFJ2zD_TJw1c6?5D z4kAZu0gH({X#P8rPs|Zd70Ogzf1n}%;H0z5ssAxXgL4Y3GxCy45S;S%HCghr?2$CW zQdZq!yGp0`&T=*0bN-BzIQpUWNf^5O)|0XM7S&qqZG70d?vlUftF@5Swy>5Yg$L$4Xv>5$^9|qj>-glR| ztY6$5>K)u)S>dpd0+0H8l$i4F{XIH#tGjJs!8s4tbb}5$3%#!%zL6_CoU0Gs3u1JI zA9sg#-+r@1AVaSMF7F*W?}c#lGCPGx^xf#_JwMJ8%kO!wH*tTDysr-ZuSPt9`>%Pm zGZ@m&*ivGasC5tOM)rit-WQ%XoAfCy*bm!bksU!@M{;afNC)11$o+XrC=SQbMR}hI zzgIxuCmC=I_tC?@tfpK%BwL_mbGq>xFKOjC=dG z`xV^y*u|*+7$^&oFTr2W<1JsNRc5_AIR+jZ8QaR%%0>!790ToTM>WRsasl}gDTu7r zmn^0ZBlhlpW=BEU0cz3#96~(xvU(zV?DcdUp?}6k%=4D`$JboM!Ot`rw)>K&c9rI z91?Doh1i4?L80>1RDz6-1>>t(*(nH?0yo2Z1lT0&wLE0fqLo>XM@Y1uPfr}hojvGK z;b`fPMvj?ds{dS!bz}$d*N?0*WRnUb3ST4rZFl3xo(qx>OKYCQrlDEfLdNgFJJ@Wy zE$~<>BJXt$r+O+{Ri6i?zPmA2eVStGyp)Sb$=+>#QKgpBTGGbwU6Jo*Y{V5ZwUWI8 zJ}GPszfcFDQ*K@;z`S;o$6#X@V^rC@?{28o7VNbyQR27cdSmYy7z9=cUZ2KhU%E?JImbKDP(y}4en*%-*Ctn}v$;NrXuTqv{8>0y-{ zKJnVIr)*)J$sm92wN6sxKkLKvRHGPO`qDjB;$&oZEFYIKE}ey8O_lOyoH#PLcbcxE zFuF+=8i;ljbmT5#sjg%mRjzi_n;9G{9>ZjF%%N4vy1XP|_R50W6G!1+7+p=W10E?Y z^f`;lO#GZwaK6hfyHo)RdzVSso7coV990cq;@juQT7pc33S$xm{^?4h z@^3AKR#aBP*YVA>2XrU7YZ&h&2lq0a8hg>UvXdn)`C}s4VJ|DH`-QCMi67SwHNN?F#s?&1#(y z!M8Jh60r_jHB$e+Sni7K9Q6#y4WDuZFnro2$~Fs7K93)~_|qFoSpjL19NF}@U#uSA zX0e#|la&xl;WXOyTNliR9QA!ut+Y}e_Ps`zAB4PisopJW-MAFu<@ekR`PJFuQt;j4 zHG}>GtI$)S8118>Q%apIjddxLtxp*(amNm|Gy1+VT35u`yv8?ix_j+`4^mPC2DY|A zY(kNAb4$+BD{*08JYP8rL&x@lk+nJ`^P}45?#{W{0hv`X|8(h1Gt-bZDI}lPHP!gH z{CVQ=-%k>uIPUZ%f*Ic;CPan&hGx+l#y) zP74}@Yf&Q5VgKwDKCo?M0%N`9^B*8qMJv&O%!JTb;&=e+;V}M;d$hLpzdZ-Zb>*g% zO4K_ucx08{&QXLORqq#3FhQL*z4;LsmkQ=noiAYJ9l22yG>TTeRXHyaugzbD+jseu zN+jS0=1l|+0>@g-#!Q&*l~w_}6QujH1f5sT9Wj1JGY!uyX#XZz#A zbl*9A-))IC4Nci(e6qF{)YIFh^pdZnLBrkpcjo0Cqt>F-j#NJ=n>RkwUZOqGwIJT2 zQyPMLAjP}D4P2Rw9za0xcwK7S`87@Z4i%6sA0Dg{P=mjuS6Z#?aX@cdz z2M)xS6n4x{lwlc7JR}Am)w_kB*;Q*ZuSjTeu8s_dx4uY8OWYVgWQA5#<*_jMZ5+CU zEeSCh>dv-&crBuOO53{fx4iJMvDWkDylZcVZKXHEU1ICZv(cvE+%OBjST0B}t3aU0 z{UY;%C{5Mx372;}0e&qxbTaAQDkHEj+%L~y%xhL)W&Th9+;e<%ZXBinZxZDqa7IZr ztx}^OYtGNx=7O?FLw@9oVrxbl|{w|7R{eosldorOK8 zQ5w!mn??qsY0d2CcW&hK)hUNQ8CDuKD=JHmy)7Mc9g4pMXZ+#FSk=DD#T@%@!||Z6 z&k1!V-ig8$aw@!Jdv1{&7NJdTS*v(XH?jaea4^1McYz3g$^m)RxW8$Gvav0f6fZmS z<06G&h>a)HTM$9F?Ol^p|8B2i6%_da%_2wE_#v$J#Iv!X)W|~mI-h-9z&gnZmNHgY zkM^5CP&$-UJNa=xo(?R@sCd2F7410D$&(+yy`~s8A)H-S;NO3YTmckwv#ss=iV5EG)Pxh7qLzjm97p3@qax50u#Z* zzCdZREpL~NA!y^H@}TL9fDk_wMC05I=ThMNcH*Gzp2@t1JM}id6OwJA)HfXza>U6Y zHR8b!-P$&%C^k*)kFTI12~*W?0%V!Y4qW_fFi4C&{x6OtzTV2Pta$}9;}6-X0sRr6 z`j?3etkt2~bt}f6u+^x$?g%RLK0$QfPc}2Eei-iV*6bPMSEP>U>q(b`6qFfdYc?U3 z?LNU@3z8xsJTM`=d z&<`GNBKLVfQAb7Qq(seBW4=!SukuS$7XSUjLzNJj41W z+eGQpr~8X--~7I3VVKGn7CZah{!gGVp7sn>#HR`0#K55_0z%+A+;cIQI*RceP$zf`@GjIDodGtEV6Bb4p&`fPAf$FiZelc% zKvAUb;Yhvd#5wh4gEYlJhT@S}epF@nq!7^miCM+R?w~gra)Vn|U$^~h<%R=|{vKM> zEEsufot1?nhpu}h39ohX%z1;EL`e2#LO&zsiu?I(FdtKbcW|1ryqg4$=aErq5^HN> zef4m*nTOghDXz~ZrT2`Ej_?uD-)6Aa2I-BNwkH|@CCn`s@+SL9{o*E12aoD9o-p0U z2>!*N+DioM`d9i~05B3Lmb)FXgUw*o8%|~hQ5F=&uUa{!hIodC8J>B2p3(U&Z7c(h zu3vO_gqPBsq6A*LJlLwfkWA;*>f4gY@+KSOx9xeFmCV@pV){#`ZUzecYE#8PP}Ask zX1R@E_|{8Wz@oy!Qhq+6GDxzuj;kc|rmg35p<#8SPaZ3_=oz_%?0!k)x2NG)rn(BYf#zvs6XXu<5 zf9LIjp~b6xCmn}-;ZQM!mJU&rY*!G?WPox(e#eeMDC5sFU0I!n4xunDCA*Om_n;ql zZ!3sPhUo4%<;zTx+6#BR8&j-c13_y0^fFz0X-(uc-BAvlrG{j|CqsEsA2R zhSV?a2Ra?Hq%_R1kF|(NJ$9#H0{7I~dxTQ%@s5|wI&Vkz7Ea@YZO)*^i%P1EMbqlJ zON?Iaf&jIRAVbryxdtkxeGoR`iG(xNh2E^%G`ez*mTyJ{FQ&X_@4`KTuKi>^x1W~c z=(MB6db^dR^P9;PU6K$FmUQjj7B$k~<#wr6LF|8NY*I?wlF;$bW|;pOsoK9_MQ}`c zKCoL(y%&7zo6+7y7qk%^Ghh2X@Z5G)MhC8$TNt3luqabemT2PrjT*;d&KRcmddiz1 zR(Pn00#ua`MVVZ_CBnTi;`@~z29lYtcwa+SY|WosYW^|0_+2&xEbTKQkK^$H@!t>y ze{RsFJ;e*M3`4=WQQ@*Ww1FC1+NEalK}@u7@`%IaK88USfyBHoewXpO7J>mn;)GuT zkHx{)c8BdMh>6AU=zO zm374&5?Fl{@Q$9`YwAX-v}tcE3fu9U0SyE4RbB99aQ?v^WA^A-c_$CG2VnCy-rPG3 z#c0LF5DCC}?XvMsNQ4|DoRxbiP#}P&-j8V!`ydtCKQVsR5I~6&>z`jhh-lLx!t+V$ zdH{=JRLk^pe&z?Q(%#ZmKy5d)Ek@^0r5#MW|3ca1lxs{&J0n!hn-n+H@NQwl!ULqG zEn)Q!`=NEY)=IgBgw30V+xcKd)SpDnKW2T*PFCPqo#LD2zxm;#rroV7`BC>4EX5a7 z&i>3uU31M6AMMl9i@a05pwhEp`qo#=*UHd8UKu*14LROneIoK~SE%O4!sgO~#WXu1$>1OrOAotG{1v`LpMtl0K z{+Qadx%TcY3?aTjW&na+f zD8Tr++3qzU`q;p!`8kdKEXLsCxZ*d~P0sgH*vjDEs`xiy;MMoNC#6PZlM=$*O7-5x zdu*#ApK@~h^DB#ol|fi8*ZoHr?>8Wd+b&v`NAw`RzMw=Gd&yyJUDgdG%cr~@`x8fK z)tXSaZ4cAyKWi^q$Y3=)1OE_T5GcUNvKTnF@exaO59Ygk7WvbObJh7lM=}BMyWkn55AjXz{AxJP5H# z6X7>Y|Bgkf-9B}I{<~*;z56SG=+M;@tpyLNJ@>0T7|O{!E$?MD9p}2WhMCa{n9^Gv z5bf%#sj4{4@ExVM)f65oro6tZfa#8GVd>ZscPs!$MReRegLf9+Ogufm5R?^_` zO>d^v#(xZ&%`UEWuCSEly~J&EO!#rFfaf*@zkEEBetK{QlodUdL<}byFn9 zJ~Hi%uLy4Xx>9|%7B^Hrp2%#D%@vQdnkI2xsMt=5q0*R-ZU~45U4$}PbSaAQ-j#8@ zKL6|dTH}N?w=2w?F>aXt*qhgN{M(jDe`3P+U50}clb^)V&0pboj6T_lB&yeerzyu_ zA!dfZR*xptt#no9(**5uN1m5o^e5y+8c@Pd*!Did7|YP^pLFmb*TA!}G{ccHKlH~^ z`J7Ly?yBVgyF%?I5Bz+<_;>3a53Nh({1Dxkq1-6~iD)Bj-s`QaGBt|%rhW=2%QzMA z>ik)T6W1j@*qRG|ScrX4kO@UnmLE7h?oP~3@jbGLd1}!gJq-fm6HfXgIf0XDqgj8_Np=9=}$^t8ZNEIXz|XD+oR4?;sU zn+@Q9D?AFTAHUJnL#iUuBp1Zf)1LVsh3ahd)HanLg+Eaehl$qE5@$1F* zDLp@@2E;1ej6kTG<#O+(b_o-Q>Ut_G*%Dgb6gfDd9^iowZ&D5F{L>)~`p5SwL=>C> zP^C<|A^I`z-&jLa5G5Z-d7xN!+wc%_hT~s6eOR~0=6}#<7;92}Tk9mp$(S4(Nyp8U z^!TQ5%7?PriU4NmDimX|d^QL6Flvz=U*=sbdB9p<_t)y(T`VPZ4MEw7@;71iXjmh; zxhJly7;w)$t%Hyk)*aXPbitQ)f5Be}!2Q2n&qwSOvi4zwF;kaOi#vEB=XB8?akycR zzk%d!rJrwDKsm~Cbplcllkyy|kn({5xj-&@m=_*w!hB(uQ{K#dq!UWBaWgRJmJU!R0Vzzk*e;2s5v#d zz6Hylm>06O0tHf6wKxV+(Ww3)HR)cK^;a7nuZGv{Z}WJ}6Eb2K5eB~C7HnlpKpJF% zl8rGEvvtv78fP}~6kWUe#`A>bY**sbEz?_M34-DacLF}|rLNdpH&UONx5r+9Ce_Po zpQW_40+yTFWp$80K|o>TSjna-^zWIdWQNf~(4qv7!}pvdXf;SIIwD9#PQKg?w#~ld z&$8i)ja<`(6bfw^$n0WiF@{PKjVdz4L!wC)#&KJQZ$iZgp|rL@k$tomP{Gn|*t>X0 z?Z}CV0XwFp+@CKx<+03eaiBRnRMeXlto3miY|V7ZxMi!ITrO2*Hq^*sWA-$%FD+%a zQrF54+T!_guW$$XGW%*$o|zHaw0{=Yjd!dy zBq?m>w&s_DN5_hBL8{J2w#M1*7m8J(!0Nnh(*xL8W(a>Us^{NV*}u#!=`)mhpHmww ze-buXs)s4p+7jNv)!Ov}7O{Vq6t9pf4Lq!)l-i|=z{S-pIrvvw&V#s_>JY*jk1zJ^ zf)im|ozM(>OkKi|a8E~1Aitaep7PzW$r!x5mU3xg@VecNo8RUsduyk&QsKMtf4Bi^!{rFpcEB zr*O?pQq5jZ0_^4T&%GI$f=4Tyd(y7d5Bhq(K#M9@WIQygZQg0ED zV02|OfSXGmrQ{hD6Jn}db+2${ei;~dyxJdG)oVz0T2G~_TsO`m;t`LjuTLu=GD}q+ z_ik)*5xZHJDTu4q8C=lGA`Mx6dvgat_0*IW?s}MXll8Z*44V~_%dAx?G!^a#8FSB( zr8pi~$X%Qm^ne-_ zg&&}>O`wUck5_4mAabxZp|%o&Tfea&sQnU2V|5WqhV$ejSt*}Lt}TC#n4co)p!SaX ztot|^E6<9-J4Eh@VbX#+=eNW>p<(wPvu(WFv6I$wCW|eMsSCgMAX)h;B~%WjsZd=uYSw%Hcl_l<=gnT-?8NaI+*SVB4-!iRZu1Kr&^>4tdo24vL{h;d)m}N4OvPf1W~JmZSG}z4 zDA$T$icpH+e3xqk_pA%>v0A$D=po9mtJE>Zc^Q)J3>t=n2YY1XeG5ud!Q?QgeLCA& z0-ExZvOH7=kM#<6D`4EHrIoHu?k?nwA$y1#mB5U*KJ;?tkRwW0iHHn~Ys|MSPZ@$3 z1>-wg;M}Lacl#G?SmtR<4d^##jKb1?Y@J8#crZu1)|w!>iLR4h_iB%MiB`f<( zJt=+U=I=n5SXFvR%LI~t4U0VW&taIu!Bf=m*fq#ImSJIb|3E{`H z$Xg9|-1L)X8V6G7!9U%^65M%9SJSb)gevhRZ2cKYa!)tBOP?sMn$H~00<`-(Tnk0a7kp&Hx*hd(CvPQM?2 znH-!5Zm9Fvn$Dl{cHwz(967F=aa^T*`XA>@M%jz|^%qrb&cF4)_mPon&-g)Muoo*$ zGGu<)dgo9?TGKah?tC}Z$(f{i=;_`w)ZvpolwuXFA9ltrwdP-rq)gs;k}G0AlLu;5 zirWBZHxMj!zv0K|w$Hy1()u>yA$|^avA0!RkiXGSfW(*Z+}e+UAak!0`%$Zace&4_ znwB@)H_O{zBjt$Kbc^RcUh+7!yPv9ZKhz5AvAI$`t8Nwj_eA={u2dQv7^{u_;{iFH zAow|D>H3QeYr4ZKYZbME_c?$I*9@_rG}iPXx|>l6_7%NL$5O#Y7=c+}GyHVsv)P&N zh2YDVgjeG!KaNaG#Cx z7Ld~Ac~8&FKnhFk4*j}Suns-tH)(QI{h@WWz?wYzW6`(4?!0*v_s5%u|ILwE+?3ySGx;LgZC)1T0 zxUf9}Hv6#j|A_^zD_sG<^GqfOFectUI*;m4?{Jn;fn3Ci40dV*Rkedtni2KitGs$b zeyl40G+4gGbhuT+W0)01e@H(bw)%q;hB>l_%Rbc2EJ69k za?9&zqD9YFRbEp-di8rg_GUvZPr=SUhEkI+>9dLmAtgJNE$HQ}E~!WJ@8dq>L^R%P z_gon8X_Rc4*+D93;_>`%NfIr>OlT{$S+3+sW5 z6|3q(-5xQ|FKVIl!+$dtIj_K#@52V{IFD{KZH6wLogYMbZ@V+XFkB0Mr&%Uyttyqj zwoQq>WVljzGmAyXXS|&lLTdZ>C=MnfFl76Gl_ZeAw=}MT#S6^V4Yg$gHGfdhJ8n8@ z(|{$q;)UDttSEHAN`s5X zV9SQG>B)ukX_u2#p(1LkU9Pq6GnVq|rXOu)9l+=UZVjJ07uL5tp_b=-l$oA%_fXBi z`b@MEQah0M@AM&$Wca6wo+33BYK0xRkfMmL$GDZB%?iAQ{d(iVI}JYF zmasqU5`?7KdmqJEui}Tw8{p?kLM&nWjuTBAD4*ORYX{}RIqII znDgRA7tQ$;iZCPiLp4eS_mC+X;dg5w*JrT}kC1_|a&d9xy&@mhE_ZRp5dkvS- z$;hc4EmD%CD`m>DKHa5sU9k7J;VHOja~o6Zt}b%xTHIE-UpF&DN#G{e&M8RIr6tS>UGT2k>tFgZd3= zLBqSUIgI`Fbf9IjVMAH+Rdpp!x}a3_#^aoE<9VvUrpBioBBLNK1SjvxD;guaKAhbz zR-88F;eA=pP%)NG0CgJm3oQ`2b2c-Ce7(Jh7Z&t$Ig!dhSHYmAY>x7F5yrk6xpDX@ zPlG#ElIxyCWIW~2=*;fH@I;vvEgDX)ARE`^Pa{+C5_NF6s#$+Yb{)*|3P=&`QM!QV zl^GLIgi%`_7Gj84u#~=ifIBq71$06OkM6_*p4QDrv2spwnf>$nuv9Z$E~|aQa@;PQ z{b$JCJ~R1(R%Iq?7{wY1F(8Nv(3M}@X1~|9cZWC<;jAJe)Tj1&ryPXK+c(c)KjyUm zd8?O;{_$r>qpANAz;Hts_w-;-mX78++(Zox+A=^{GX&)QtCtb~mgDsGY*qzcK*NNC{UcvA*L-uaNDs50`!hz~) z2}Q{B9Oa_gIE&j_R3U3yp0r1*PwGWxos(&%@Ek-~-I&aKC_0@@)i2E-e2L*r2YxN9 ziDlvE;%JN-8eTV*xdq&Qt`w4BtxKCO&Z9Y;srz?E+$2d?qI=uO-uhXrAeg4^+>uBB z2c^Xh7fGY*h}L?t;cDk`kaKE{zOurv)nAGgM2X(3!Ow5qFGEEo!7>J!v9AFAySkL> zD5OVE`TMbNouhrInZuuXa(^YppZml^YN%{|@2v$(_u}*f+{K^B7HvGs(u${N1nf;9 z?C4*4>&Pj0Us(IfBxq`aHK5Cr(Ud+=$@K&ST1J&QtqG|#D@qg!c1F6MG(YLey!3BB z+98(WMtiy@tUG4%-<<3EWE#vXc^07jt^kGxVRD17ghBPzaaUi zE4DB#nRz>x7c1--&5btQqNmOWz6kzR;3M`(ky;eE)x>%X=%!8M1nsD1y=9^M2ZO;qG z*rHJ7kCR%vaNv3gsE)nbyw8d_`BIg%`uh;&z8I_GvYEbRrPfyH!Y?+N<_=13dPvHy z5iq}W5?JOX3$cA_r8X#Am#}ytn=SkGH!?(Wde=aAHl>@O-`VC;>k`c|*YQiJv4+h_ zCce70M1&?ni2hG-0$u2@8jj~R@l(mdg9f60+!lB>0z>MhNCq`7nQDW z_B19kuTZ&0wHxA>AUc<|-0LNZLs2tl`GiCDQi;yPe}VW6jT^@nr<*Dl>yT;5V|yvJ zE*a;R1drMH?0J@AWwGh9Pje%GY3L41*C5jxpBGw({9ncbGHG6y?`lKA6AMD$GqD7)X&;l483+lCz?3JLYI>mm&0op4yW`oTY&7j*H~hDbjCeVQ=49lvsVMV|8hXx zgK6w%beF6ajQT9-Ntu|uKolhwvFKqj(k%B=FoMtV7cAf+E%q<(G0HRsPjT+PsLOI4((v2}^`m_Wp%Gju4a?ylFL3yiY6YUvn(m?QPz1FLDoqs5 zYIVG>KzTM==rHzWeAXYM49*t8$){WoXtWObh(o z{D^0Xj>?J($zZU|bH!KPL8`_{fLZ~V#?&15WRthgjCi|gvHKFA7%qSN;vHiQ)L=HmCGMMc z^2r-bc;&=#?OrtKg% z>weiuZ0&~bGUM)jy6wU`;?DgU1E_TVro;2K&y`Itw=8zTh~_u6R2ROdm-ybT33w)0 z<{P1JD$%Uy0)NbR2{8HHe6-E~3fdYvwaG^zw(?=$tSd>mL)Cj2y2km9AEVlU?|;7= ztzbR>bd1sAdwZtSSkf%tWAhJ!HJhe{$_j?M zS`1s`GmMFg#unp$>>s^L_}4D?@8fxbdM#6~r1B8g_l2TUnBZ=m#$zBd!{H%sS5c3a zFF1Hg5h%Zm=R+5}ZjareHj`AV1)*V~Y+WRDv@0&j{@NP8awZf(i;cuTexT!GtW+#N(CH2X=AE6dT_5D(4l` zUZXIHt4gcApcUh_JCXI$PxZN&-!HD^6e4MD_w?GQ3e z(&vsc`)1KRgV4;`ed%eb3xDDl`r>|OU(I9cN~UW;!zYjAe%l1{w*56=MzTX)b&Arf z=7Sq8F>&u-!~q?p6ydbqtRdm?c&K-Z1H07f!>acFR*Fi|r)d7LK3`aDGhIgB!MgK$ z`ZvtZG`REV_*71gD5E^Iak3_c83T0m6e$&ATklU3t_!Y`y!~)uCyfu%p5T(cY;n=L zeu-0eHCwOu%d=*rpR~h)A0PU)s6USlR_A_RP2rpI+2b*3{sxXq5@Hgkb|m|iye1kA zD4eCkwdNuT6VGD2|1?nZ$^0|=P?1q7nqQ`{)w&}l=?nHXjSVS!h7)=HBIPHmhEZ(7 zs8jZ)Ke23WN(N*k^(H(T5(XSurB0Mi45?poOKz(Un}1u%E?uYtf3hqie^OlynfuwC zilDvRW%IWel@gne9REEOe^hUQgs@;;oF30CUzge46TA?aos%+!ezzHHS!8N>wl%Hx zXMWpMxsWIDEeG(z$!KU}S?D5wy17hVQ0!>W`IU1$2J&v@QGSDevv7RP;5W*yOj1UN zvyI7*6*XzN0=mcP$!Gqx)Ip?8fTrR^(h%kzyZxHD&hw#xnC>}m;^U{$l2jGe`G#+f z6E(JsNm6m@rQo@o0pmOGf(4T!nOyy?Q{XFt%AvIBmt35_uVs)Ti^=$@H)=u9x*6FP zPf#g4?_d(T`M-5J!gsnlVZk<}64YPz3RE7IbzUbczw-m=A5)Irym1kD3bH-=IsO9W zp&FdVZy!C^TmMH?)iv)~cdjRr2|Is?Xnt%qJyN}3letPR2N~4s6@w{VJ`^k%?0vk- zNWr~u!sNE>TdNNa`oWl%h*Nv+tN&>ekJbGpi*MmfVBC$BLp?j}dn@Zwd#nW8+*Ov> zbir~uI1n$gdFo6X7W(WeGYs`rJeBD>_@Y6|60>l6lx;VzHZM#T zAR}u;UO(Sw`$S4K21|h5z`m%IMWPL$66(YXDllk6tH z_Mc`c?+FRR4B&ef|CVkmpeWHwpX)Sg7t`cSS2a$uZ=bP#GqLuAMQ+*-aCDBzb(3T6 zQEcfZU5Av{a7a7;_I8zqfyxzuf=aD?iJjK~XQoAid# zCV)l-`z#8%jLvtDPc1nleFttNHW=d@=Ur6Rvh_>$8=g$gSl*6YWWPG>Y-4HnB zoX@EiEO=xjwfT99dX4eb?O0$>iRC*K*{e{QBhi`aHV;6sspZ?MEx5^>q*tZ&pS=UG z=op~TQ2kq3$^c>os(O{ssn0PqGa<=(!$AEtw=~^!%^B~F7Gv)0DAC*2hstkw6)qS2*Vl-8fF{^D-H4EOh!4XFT)!x z3tk<~;Z?UH@(s=W*xdq~su(ydq$iu;0~(I%hAN`#NEBkklt#+;YVgl_saj|Zo7LPS z-p_OMtbl4aDA~P#0_4)>09vJaGWr5Bn`~uV8cr^UKr_6OLC0t)U0W!edD{PA7;rknlo|W3g>z8qOo$@d&apSJ5Vrh})6c}F z5iFB^)@0;?YWH!%h@}t)Gq8m?i|UQ*Q4!*GeZgFR?&R97LHlXb>f_U5Jc+u$Qt_!7 zy}QCQ%b$V)QB&gPe5$zP<$Lpk>XLq?zYOHQaT~k=n14Pyj(x|F{)FUn(33-oLaEQT}6fnY^hUrvu${1fw{2tEErO|Hey?Oa9;WS zqnj^?vBZB4_yrFbO!n!Le7+-D3($4^ti8;$sax^n)~3r30N&@T=4JC|1gUkdE8EC+ zxE?Wa(jTi?`9n|;=$YqpTp>X&8OV+)*MDfY0S$bhu^vO&&6&-8p4@N%V-LUm_xD9< zM$h8K>Y`R+7b&CF(Fuh>UCxyiMdTtmItAa5k{`L{TQv(zhbNy@8w84Ver=F*eTF$m zv1jAPGRWL=03B&pB|a7-uP3u#u1=(@R)=rrH-@So z0adD+O!B@|*-uy6vl8S9dFS(|)#O z*5WdLwe_v}Jesk;R(M|O5g%Y~tc;NL+3V275%hdthzNiKVUu_7PrWH+=ZY7AEw@Y^WeuZfSAP;zGUFV3kk%sx9{X}leu zg{OBVqQ*zIyNr)-|Af3T48uPBwjn%5A@lF4z_N~n>8?-Nd}mjwEWi|F6=7Ej)($?F zvmLlSFh(>dWhgEl3i_VJE$tNWyvrIFRp7l83W_NP)Ho@GbidI$%_-_%0m3zX?iK#i zSH8UCgG?o`coiJ09a!ObKRB=*h68heUy*S(v9l${6fC5GW)rJLKdR@;FwMY6ZJf&m zv7WUw+^*jdq9TltQLU*X5JE2UCegSlE`jPa;roa-OX_4>W&xVx?8?$BGXXVY`DtZZ z+`cSN{7fg0-qY%clrwe%e%8de%}5_4IK%g2%Jci;=#k`C)|H=^)Llf(7NW*>EKBKN zhDWg^XRgJI?>Gh*EIs{6geRFVbuE{9ccIENdsmCGccrFM0~j;)YcI(N?)dn;iCd3Z zd}@-RsoIr~^^s~=jT%b^8Q!>dxXEuZ9E|lo)^2Ib zViX=&ra#-xwCGBFCs?)TO5gq?=&VhvQuw1Lp3Twr!*#4qo@R=cnd)9Di0{hvYtOYY zAh3Tg+s^3)w!!7o@r`@ytHQ5L{n&gU}gO*_FKwK zb(L^^j**Ms0|vR26KTQiFUK!DcYFaZgObDDThZ=3!-xGmIC9Z0o~ska|IX=1l$4(( z6LG1kKzTgE&ZrMtn(1)o=D(q4^8GT!P#gJFX zml(~opql9*rIZAuU@t|*%TmgBu`RKS$Ug5TnU<^5Jpkr)!sL{=7{sup>?5xYHS{D*X+2Xf8ouh@KWaHZkK=LsD^E zoo@Sqxp-~BzPm!39lh{bgU7fn+wMJQ4RdHXWXVbMW7sT2dy9_|-yJXyp`GQ35|K?z z-PDAPH>_fz^G?v(YLDu3h;ZdHH}ajFa0%f zA~wxaW!Jsb+5Gd?wo+2k0y_#EmKQYtwWE3KY{ll`=UXa5D+KT-WHcQD_A?Qh{#%cQ z+3x(TGi#lH|3p)$Id=1T$piJ~VzkUb3z6iUr_BS0uAdYP?37n_3+jJBLJ5RD5v8n4 zOjaJNIRly9(Vd3~RZ%IoSS2~Be691z>SQ1H4{U7-VyT^P4>Mnq1WoOd|0!K#5}N%hX_{hqchR&TW>BmN`Mk(s6S!P7qfPgg^zbD- zHr!048l3e_01&|vLx{Z;1I^0QD_U5r8OMFnR*S5m$^ZD}5*OlCCB{im`Aora5u zTw2AW{|;ji8A*>R{`@8H0`U-s2KQFPVg^O1b*F=@f0;oro$4)OC_GOuVDOV6E%_cP zxzVl2G*KMRz_Jk?5vUbnln^ZYqyBFQ+dY0Dqk4eqGL=B0?@0f!&XVn#Da~VTER=Ty zhj$|MF;${PXc%3yFX@Iw|sLq^3$2fz? zH__)Mvzab<`5H&(-Tb?bet$8p(jx~rv7?#SFZlmCRRG?V-~6(bskvneyfjhCE4(w? zdeU2z<@bYqeBYN#1MthHg_F{Pel zGx&0pYyA8yg0!uF@n0#7;6C7GHRVUlW0{aD7k!xX_*jgHCx#IhKXl)`PQNU}qa$Pzg;V7vkpwn&{(Ee^>EGv-&yL2t@HMeb{ z3}`H@xs1)%liRvCz2x7MLG~jUsy_BL9au78%HGQ4=e)}~UWg{5HQ5LgZ#*NaGbgh( zTiFlIdy3bPw~&f5_aZhx^9j`YR0et|wcUWB6N7rEVDVPU56qX`IrYILuB0nOJ73XuM-tV?g}18p#yc9EjC+1+mS(h&@d;?yR{34D7Jq{6}9a zlmVUwN5xuI6U+i^`5;s3?*L^}&&qMCNqR(iO$~zu{VPcsWEq)R(|hi!NEL4Zs(;2V z>#6fqrBgrTYT1t6?ihlc)sqdmI^qCP!Ll(?2hm zEP_1!yY<2??!(c!_=rMNv|aj}FX37M5d}&6eKo(z!A&w-s$qrz8raD8Vz!84IIy6< z4~$F7=L_2^@wqlRI;PbAj@i1Ki$5??UFTPX3ae%Mapygc?x7B*3P>CR2rLZhZJC=p zefR8qC!LrF5c#B@V?+YR^+t4fx#?)nXN9iz?3n6auzO@$bFE3z3d5BncU#wv!!2A?VfYu&D(`iEnnv%y_A(yrV@lFJl=`&6|79kXc_O&fl zi&mQS1X~TcA3RC_*p0cDmc9BP05Cw$zjW%Rq|^&Z=VLtyg0KaROVU z{S19rqZw(YlKx@%=ZgOMxv|zJ&5KkP#V>>9!Z=%~su+Jr>FMm+beiYF=$Gz|(Y-U{ zoUJ2RmYdWKW9M8qysM;~Y|`hU`SZ|9tMF^aJa{>{eHJ^h=fgZ}?AjWo%%fx<%MxRF zUz(>W$vfAvZ*GzGVf7W1d$8X$7d9PA{o|y9onm!8KDAEn6)|=^Hr8BiVcj80Nhhq8 zjMEp=uEWx>D;+bK=d(^u{G82G*Z8}Q_3x%pBi{-<5JaXpQ=F;M}F;zf(JqL)&`>pJ=U?PW&;QcC&~@ z|B!YHtERoCouG1atWM6$CNty7v4XfzkL-&u@zNN5PCIC)=uh>JHt*{=t8I|-%d>qM z9&;kjOiJf5rxCEna59~GQbVM?A$CS=5P1i|?G5_e2cIVNC?cLTlq!3iO#3q|bCB~~ z7+n@;I;K-+oAR^%anj&xJZ&)S(%yvc)vyY0zk+cWk!3p@orpbmS)sa;ZFjInT8}eD zz0bP4h#u=nkycKX)K+Yy_p>nj#7|jrwBrZmW7aAUmRC`G_UK3N#M_Hm{{-0v@w_w| z@gnrnc})jhzd(&o@|$}x=V?;jMw9PZ=@Fcq7pJ0@*9MLfQI=uzAbM?!{eW4?aIRiX zUl<*aRe+OXrR()#(QfV9XUbW`K0musOj~?5Yu1QyiP5o|XbbC1)sA+K6HCrxjk99c zetp&*ql7ei_>3s90on)QxR585iP_wAme_B6_kmcKQ&JhDW1Qe6T6_lKS+RmR?IZn+ zCw}h#k#h8k)loHLCDsXlyI{mneWg>Seod~M*rL5w=^Ew!&eOKWvu6XiF2T)oZeKd- zejae2Copsne?1oOlSn6yeJOu-k~|B)1=#hS_&YStGi`)T^~93Y zSFWIsv7a=x*lJ$vu)UK6$N9#!So?6avcu&`r%pYCNw0`PC)uSW%kRLH+Tvwe^LwTH zTjE6YEpb-O7+N-BpW*oM8&;pm^DdF2Ft(h)kO}Hcd*JhkcsqUnjomI|zqBeUojvn0 zeqXKS-x}`?_=IjP{Y zmQJmFRX^uN@)Z^b{=~+^@f4b!Wzv3@mqn*HMUL_`91DdrSZfF?jfdQLn&l=#%b2fE zCyrl6(ywBUWI?bxt;qXIU31j1R(WZq!xj3Wvw~Gu!u3wvm<6Xa!hOR3!{NV+M61>G zjyw(Bt*!itzNh`=wZw#K*gAtgOXWKrvuTT!n%3ZqfLI!{{W(spsY9l({rz65oLaQ| z;s2(q>HO%cM4ke2lnkr4BKNL1GcoNQdEd3xyl7PPeGZB^XDF!<3A6fpf^VN-tMlZp z5U22^olNPuGFO}dd574%Qmo9dKsrzVQhYlsPJa<=I=9B&-jlfWZ9Lu8;Ooa@2kVlTA9icY`vjiBrFlE+@`BrR2470!MGw+{(^#`BXo8&4poe{!;|9<@ibIIP2^8 z=z*tm*w2VK{l575zB_Z`3H3qI>0{dG5#0yH?DEag!+cKU=q>iX<=e}0q!Y-$$M8ce zeU+My!muq&UuMZ8uGUe?BK@CxS@J59KP<){Qu}J{Um9IH%6czJa|mX~;dQGB_(RMj zO(9=8eeDTaJP6&KV#HAT{T64AbcxmXW7)MUPNseRIoW$OeJ+d@bH$=3vQ649ar)ZJ zYEG+wQY^TNhJ$(1CF;47O}`>jS{ePa8onb*Ik>LJg0%8DN34e*C-?Cfzb}sY%i;`( z0&>@uZUv00!ek=W4;OcahznJD*fzd2Qrfra{%p)$r1Rdc!JB+?Y$owIGNBMVa#fYKm$)T)A zTqzV$`!c*38G8dSbMJeaob75lMdG9wR4jVFHCV1PhTIgVoitM7Oj2E`q^D@VJ8Zc+ z-dk``Ygv$v^Zh=G+4b=tgRAXgPf|x|(;BT*Z}k{8=_7v!`P!&`e~b=37N?hOfkGcr z%oMfL`;abT?=Q3zd$oR-iOIjk&Zxe0P3yfsX7@tyt*7=v;>7w`WBR=M7i;~}SjaJ~ z>5qe(`Q1*K-4$!3zQo1qcyVj&Jt+jeJ7R_2B~st3eceIFI;2axe};&UbIFk%H@;%o z3wYcUVoXiE`4;NUN29Ws?; zrF1%}>8yCu$`Uc4Nu22NgVL8qyq$pc8}&#(#*72v?F3loQ&Ly?JI1c$&04av)X|vL z4hOf-#`tuG?HvBS3~LX>naKm=B*S;fmgdQ;!Zw}C-YZU`orhbmvG`3|q5Sb)ml^Q= zg_U1}UA@?+Pzn-xNz_F--J#nsyrmf_vnnUORjaU;BzfR5Hku`EIUb!(w(h02+&nh* zNG~8y&Nxl*quAB)xR~4kqaMJ$!>nBtbFL+SS9ez{r4Eex>T{&At@MtIJK}vQ=fyc9 zx#SxgXO6rnGIxb-FJ(-LbH1*_nd#DWQ1fGC`-wN6=lZL$&ocF)yNf!v@UbQO+=ImO zB3h2MadOkLIEAPRS<~qOH@lP0+t|*ArR4cduD?i9MxHJ5bW&4Wai$Z*W{CtX`4-( z_Z|(R>DBscZG77j@0dw@Hj2A@%v#}Vs3d0c6|}^K?%n+KGKqheGcLD7MDYDHgLlj4Qb)$n>g)py8ly) zRuGa^c<~yXye>|#8}55LVP+?7OTvF0ZoIDck8r9~oVzn!{Tpz)UYrhJO!|ZPT2zX+ zc=(gr?$LOhPb5w!9(SPiJ=k`6Joh~oXUA4&vqA1m5lfzqm~hZ@K_z!TN z)P@*xckIziyTGzydRZl>F_06=9Iu?^q&ZhfgZTV7X|81LMX_7@5wYZ#~;_Po2(v$pW#k}NwV$oOX@2=KqBrXoUrWlo;w}(OE zeDQb}Y;F|EN{0__kN1{bj_Y6Z=xKN|3Wgt$s0E%6XW2i+*19yE>)HV{!>`-Sc^3uZUnZVpgyTt*eTG z`C)l2d1i>ZS48`oPC{NGCbWyF)>#Do827e8Bb{@)13ypYDe3%z>hS$a%-kJkTrZV# zJUrVg>92Ty*JOyc;6Z8s?z40}k5toH{1P6qIYv;{hzYIYe6}a~!KPRvQHu4~`Ig?- zwUXv(E#lHx3-F0Ja)kc#$u^m#&p=gTKUN|3d@!U;XU;tbp&c-2PTS-0_MoirPW|EaF(26|p7I>3B=(DErY=wS&MZ9Q4rhYU!N9&N@C6Z2{N_N<#ovW?%^cKXlLNtxpzX-{QZQQdx$P+P4rN_n;k0#%kb)-VlCXyyk>=X zv<9{lS+WnwW|QPuo|0Dir_+^YX-~eP*?Cf@9e~T&dA(0l<9z!!F=!b-+adByAmKH% zOe5xns>_ra`En)w3_7khyt6jv`wsRz7Fqy6m9bJ!ObFI zQ;bjR>*mp=DcLW^pc(w^6E(h#i+%88xP0%j_EfRtTIlbHRWqxVxi;3NKOgS^EFVwi zt7GmcoidQ-1SetEUY?NRU3zEZ!#FVo&NY1=1EJkGb7ky3+88H%T_+y?#;)aJ4P;d~ zuVvLc<(&qz;qY8Q?{uD4ZRxL~Q+al&8}phkDfbfmEd_1q zy#R~b^zPDGYWKxn&llA-jKt$&Pk0s4X??s0X(-u-#Oaei$KKS9e#-jvDwdUChky3K zmxtpR)-M{TcAmm-(yVPU-tv-rFUHx(1Jt;foUbcA&HLZUV@6>8L99N7R*R)u6K^@a zfJ8q-v`M@{%ll*`YG}0^Egj@2sWfK=O=LHO-xVwPs{U~)_!Nk->1cg*W(>Df77ay&s9mbD&8)V zo&w6^d^+j(N-?8b)Kn_^*Qv#B?_RbT-B}xB=Vjt~yD#s$kl(&0O+P3Ph_|TK*FKye zd2V)X$EVvsy{VYGEcSIC7HyY6IjtEVL9cu)m=8`(SUbHt_!*J763;w6_EL7C;hkFA zA>?laz3X_#5!SqoMC;=OurxmU6Lj~I;XXFc8z@9ru!clpeu_aH^{>aUW0agh{#C^ADEq z8c!y_V#g}%xgg%TvLx0*O~dT;ly*rxzuZRmB_hHrQeCZ|e;{T^_C)V!LCjC(jWh7l z`m1&^_WQW&>0Ky))2lTvoaz6x%J0uOgEhS)q#4V;7pIY=v#vJAnQphmn{lVd8$Ac8 zaiMs12kYz>zgwy0H2v;E%4r^}`x?M&ZCH63RQsy89BgyNivAufH%P>-%6jP}^0a>U z7Adb|*_D0@@UOl4ap}x}6LEssCRUq8pIvb}`g?NR82iUBjW>p*y%x7?9lMh@E1agp z+vOgP)AU~!5hsYlug6(AgYkX^UB<=;Mmr_FNxoq;O}kE?=WFR4|J|_%VlzB0g-43_ zpT^rris@CPcOEpOeR|*P0@%HXNi}I(2Od9>J*^2GDJnb}PnfG?uRv}wER8wcMatD| zeHTwXJ>CwvnVlYEn~zv6?H~ObgBH26iFON>(Ti`~qNd$3;+rSNvl}Zh?OAAdo-uv;ocJr>#qj~YBTKUTKH{PfQ6 zP3$lagJ;Rx+O^$r^7=Nsd>jkXJpPU3P3JcB74t5P8O}T4(Jb1Y;qoh%&ZA%2*;k2GkJ74&8q)mrr}Vu!PNJI>=NG;M z!!$GhYn&u@0URI2hrglzikif>eFhPR|UEq2%~qum)X zzL0i6*PvB8>pbnk+ku&BW-33Q{Vv`^_5t6&j5IHi;S5@gj8UlPq*@$r2Ya7{hn4px zt^RQL1}W1_z+Kh9jNoz_zMxY zD-_SvMiq|;`>LFyqrbd>{nA@9(yFuPA$oe8Nq(&ec3k~6SuLHOKg-{CvCr*v{`)zf ztwE*|EOv>z>3q0knKUz*PMf)14BJGjB5K$g>u)cJ_u{2BRi|R-?<7iZG3$x<>*Lhv zcX?JDdKHh|8$IJaC6oU>rEv(~sYRn}$((j2rha)rK~eib2~6}MMGx;?$u#d|9H<3l=?wTyI6#yC;Mcw^RM(9cQw z^rniztZ;6uoGudQ_mqcT9T6&>KYo6^abpb$>q9ZEL`!dbn}o6H{jOEwyo_^bc_xVq zNLeS=QRvv^*MH&SmEoj#7!y>EedIyJC6$tKe6HAtoCo5n)#Qu>QAQ@$_W z)SC~ROUE9C!fHGUnKVMZl>|4&DZedZy;157oP>XRC(JtK&WV-N`J*TFHMXa@>88Bq zDXG68_j1>+j5psk5?gYS?sO5e2CQpI`IX+sP@3PN^wi!|B~d-;pNMx6tc>?HrCr*` zFrz56C&rw0swJ%+%8KbLNIWz4)K7{x6sFx{^H}9qp0gKspNf(DvT98|lC?%GVN;_lK&u|=>i1j1r+avbcy%TTQs7S(F*sW~5xgxzm?bCR#_zN&e zJFknxcyfA=Z%WZSc8I?U_nGc*Bzrpj`y@N2y+)tKc;WOob?n+WT_AD!7#Tm0(^>C{ zs8BfGUw3Epdb7qGl`|qv+UH&}RzsJ=mUOaFdVh9Z%+HTY^D(!YI?jsGob*1Ouldgs z{(LoiJ;8tSz+?puHRNSoVkR-Iil`sE%^#s(+B20y`?m(4FM!wezO|#(Z+Ml)Ys&Gm z2V$ggt2)zo)O%3qO|phCFAs;mVy*tC@iyL>vDfU;cq?D0I5jYx>v%J7D?|1vByWcq zuR$`cj6GA1Z|HNUyfu_loqg_B_wI=?umek><0Q@p>Re-S%PS2Bo~t@7AkhbG*Sloi}l%&!u_6hq2N#ml&Q-0MaW*=2z{Z_vGx{Lja%QF)$G7`vL1Y`ik7v%*Vaz-9DEZxxs&Pc2MIW4LoMD!sQf zcZ~C1tghL(T|Q2}%Ev!Gk6nM4sP)Zw%DO7Xn1+aK=i%4&N_?Cx#zw33QM}V^D=cb3 zD82pTy?Bn_LE3bRN!oMLQhkr;0iR3K_hJscPn_zMRmso9zNPtaya$>YkvJFcNWHh+ z%J_uUPGWA3=*Miv_+R6hZktd0;(ZJ)`N+ap7nuz!7s-FI6r2406w-&4y#aFRJ%OpE zOz)BI;BKFIv(E$ZMz>SgA*~oI9w$V$6T{YF@tbnjq2U_*8LF51G}Pv>=+&_oF}=@c zg&JDBzdv?14s-vr*gcb;*Yn0~-2%RmcEOj0^jXTv0>3>pxEdzs$9pqg#inP-IDjWk zpmBN|OYs=zJ*>96ajIs2wmYm{Nvj{4$Jq*(h`a|x{1^B_+SmLQzRr(b)Jfi3*>)Ok z|0J4Bh}8uTVap;I?u>OEZ>Y10*x5GDeD4X_yLobvILl=d?lgzUVE8 z-LpUIyETlr$afHF(wn-rLI2A*6QMd8_LB2UGCdT1p`v&+j18}l`;S;Le;yP+5ABcO zeLAl&?c2Vd=gefK^rqtzzTF>ZjU0-3#x(MIQ2cq6Ez_H+9*y^tC%YGyKJD2pfk|oq zzy<1G3!}8R_2+nJb3NXXde)C%^6RmNC4937n;O=vp2@0ANdeS(0wRjtAZu+G6N2PZYE#~_>SgaaOT&1lk z5#y4-YIoc6uJq>8Hmq_UnR3S3>pY@FJ1F*s>hCykn+Whw#OfR4xh%a|JCA-sqd1Sd zZLI2F7*BKQg#WW}sG|6tA5!l_H;pBI=H6g+4u`=-N_taC>CM??*)FZaNFzKK(I7n; zSCeC@GTv2o4W-fThxqq78U7M8X2x4tG8l0l23L%j+*wIYuz4ey z$Hg0)p%!3rte81FPDUQA{OM|+ zrlh7Zj+NWD)Z;G3mhWrHPR2To?eSiu^roEjF6h_Ttf722sr}SA`DSg{cO@xqa6i2X zVxyd2vtNtY6`xx7`95tGp-=nwbo=IdGiSv4hu7hCdZ+SurOhVa?Q&GdfyFrR9M+{1 ze~z>AZ7ej^_19uoXCvPF2E>QSpF?D=gVSkra6pV3btY3aE%bEOT&fjGwi}KW^Wp^j z2KpXv_?y->j$)(K+fM7qzGk`IJSd$(Fp0#=Sa$P=KM2l3}RBTjT>oluRgGyeo;R}6mXnnUfCuk`77E+qaKudNRs!BIh&_2sv30IGh_9=W# zD_V8n`vy{ zBkd7h`NZ~4yO8eHqvjNHo{C0v2L2CME`rX?(DMWhDtBoF}VAdY@ej{))Kp6IQ3ybVcTQ?OvNgf1l;a8^Di8`d@L^r*St|Whn ziG|ldhFw@6O(r@NhOaC>ZRzhfYvCJyG#ZYwrMDTcD+kYyW$5T1pBNs3v;2PZz2{zg zWsKQT%3b&e8Gl5%hIx6yzJhOMZL7b`3C0m7!Cq&-^mXU=S%8TF3e<#zjgdNpHD@Luy6uB{IpUs?JXm8M@P|_s{pbJ4`=FGdkC&N;61I} z)vBq{w_3wpE$n83cY)R0v!eT31|jt-#ED++pd1a`yJ^(JEm+4uyicpIkv!WI8^KuU z@WI@h1!*_psW=pCs@6KTrF67uXS!_0b1(tB7e@Aod}PdI#9=U#cR zydGTNl31PFy+EdV|FS3=?g>>V@a=-owFX`M3hnAARS6x$zz#~n;U&gX>y;F|9R!pjc(b?%k_W(|AjPsE`L!ZG@>k|>AF%f7o zc6<~rwmC*Dh5naNuAY$<@qo$5;JnXggh(_EufM^ZC$QWbJcXY?LviANBdAn<Q z_<&FR#Yj7lP&Td|!~DYE(n?qL@q4&Kor?M}^9m!ysCU6*^4+t?E6je(F63lT<90(6w!m})hUNCLd7FFYS+ ztXyX-IIT}-xy*-XGfmL)A@O>tA3lJE$zsT<0Wc@(^?M=BjMQyYhw_;x7P|j3^dUYL2Pv!DZ#TXf z>dpnpxH=nS2l07#{G|c1xXHH{u-iP0qD-5QaH%SsMntHkc-~%Yw>Uca8>>^#KjCss z!5(UPe?cgdA&F4x=N%Rg9S=pLyr)*u-OBDbtGXJJ8qIgvxIWmK^{x-?37?2NywVS&jVm-B02C_)BtPKvlju z@`lnC)*;n(vj(YaA zbuMBSu2Og7Y|Iq_yZZp8>z#Re3`wfWwGw0WW0dyHp`JX#CpvC?%dm{RihHM{4|Pk) zk9JiFbP>DC#9Y&`*`mmNJMm$bdy6)8Hg6ZGzQRZc(QpyJ*QxI1BL1O#n9JyXtXRmFhXmPUfOh1Kg^_yAF@I$D$E zeZ)3Gpp%MNz*{W71TnOQGcY1DUk2mFtaFD1RfIjns&zUYz&!_%-8EN)9)~;iMa$`G zqP5IX$ru=i7iJY@CtTg8d>-5TDb0~#MLbwN z{+1*C>PGaMOe7KFkveJT^%`;o-(0{mqGMt5{9rg3&Md0Yc<4A1-(6UR@bkqKsIx;j zV^7y5Iz+(l?mLgHsxgdLGxJU4+yx!n@^1Jlca1MZ{7c3N1Bgfsm_G`UD1vv>GoriW zM6m1Fg1XWu`&nmIA>c<@!6nc^38SG4vpNbRtI|&>eox(PU_aCZV5?)9V=Npmb6s10 zV-VMXqxJ6n&<{GM@_TA`$%~353B7NUtGboLlhFGK72R3!J659V^kDR%ebp;m6AxO| z9WOq555f+*v*KvO6S*7mJ>s6ZiM?O*6LYm^{O#Ox+PFEHjQo+-J7|xgG}!f@EwG9} zM!1h&Ga}2|@V|y@&N4;@R}aQ@_t-8x4Hw~gyLt93;fZsbd-54kGZxRgdq_4S@;U9; zU4XxvyHi;ybgZ|$lxXEwWZ4wkt&RMzGV6PuP-T$ZKBD4CzP-t4G2Bae4pa?t$02o_ zYyhn}praTZPcV|lY%DYi@iaH9nH^A~H}=X%IyUpF|I=F}(F4!v%k0&VVHu*sKlrh_ z>7B$oFCp(t%o+l^3b;#)_N-Y=ILwawt<7bKnyjcLENAF<_EZ0a}c zvo4D6K<(gFsK1KPYmFH>iILS8 zU^X+o;HtR9i^6<99bXAy%$w=xIvJmoV&+E3eJJy7fR0zhMb!b1V)TW^n_dIYhp?h> z&P`qK`sS{#^&H53AFYuZM6`FvP}!;Z-RB^j`;y#)`$$ObSNyty_q_TbgTY?k#B?5C zL1dGGXmSc~%coNutxbMW#Bic}$*5<&4-*1ASKL+)-sr}z*yCN$8BlNnozC;Q(q_0> z!kBj$`)8iAe{P_WgVlVZZbVWMn!B-6uhP*w1`*v3$51AocfpZN?l zs&-tpRvDSGE;cg(>y6=l&pWu{g!g?r^89SgisLkqG$US_-S`da8CaStYcg98V)7;T z-M-IHYoRH~Co?gT>@?(;3)!i*si1daZlW1wqieON9^1l!eT^oxH*w9+hf4g>N^>1N zcE`igBH_%$m}NVY)0zL2y;P?|3tcf?1-|EF3zM*=VvG{qNC1P7{w*R~ zSbTRk^T$Lhb@19>v2OJ$EbiV7x43%0^VpyGZKxa6-N#CQLZ|8tIR(vz!GDh<(~Vrc z#MLH3iyV)vj-dZo$mt%l_P_?C6G0ofS5sSe8mPn=UEFE$6%;%~BHJB@=0lTk+4c}M zF5`JieD0grnbj3+HL0L!xDm^7`C$R3g$g>P_;x^xmCBkIn`+e?+-w$uD?kw7YP*s6hUZd0F zu41Y|q$!QITH@Ws;PwQ131_rYojax{E{4ZmhWK2(hWFtcbLA@h@PZL6UT|dzYpw{R zs&j90IBCc@k6aC%l~I;)Z6|yu4{y2ZL##^bdCm@c%zfY8x9GKZ*{Z{75cFJe59HTq zxE=O75nuoA4ESS=bQ8@DbtO1#uCu2UcwR4(@J;1 z$YBhx4cw=?ZaudyqJi?*PDl6t8OT@({nq~{vOP@f5e`HcVnJuupFeSDouf$UI{KT+ zY|0Fc3eCH?t_Qww2mU9x2TLF$-h^*e8Vy4xJ)E_%1n(J6q|A*rI`MlUyj3SE$@q2z zd|j|!o*=0Q$UhzT9p|&^P%;U<4`ijL?!_H=GVg-xyo@u<9R^AnRWCn$U4{RL; z_rWeZ5HIez`sFG!1fajG?(mg^C(02xz2JJaUD&ZYXg-3r2(GCwh)km6pPRAMh}eNT zejPF9q|ijxyMOq7WU?y{HP$cTd(?~SoB))G@1Vx?!H zv@;qSj{K%!>BF(skIYpY$>`*8f_oP?F%HmkETlX4q3GG^CiKy@)`^=TXd>02$?QhXr-6uL@Pw;i)2b zly_%!bsuT&F6ocpUKu+}7$qJNjI+)+QjXFcI6cP`pe^I8 z&uK}dqu%gsxg$50svf%WiDnEch{?U`wc$5PsD5o{W`r?OjH-b06zKZ+JTT`j85nRGrWpSF0`Io>*AsQAS$~=jzv4 z65e0&?{Ig6YV2I&BiPnaD%^{ie{zJzG_oImSEE0Z6O~@w^>t|NQu! zI>CS7)B9N1Hgs8^>k?yM!R~;%fBdeUWki zmKNkE{w!!%g8xRxYlGa;X*u@Z99c()L!k}Tbk4bYI&J64d5HTLK>g47z;GnF(a644 zhzM7Wlkqe3o%bHeRG$-VMMKfxPgUmev75&5n1;XmaBXS4ZW;QBjU)>B4CpjoEnLe) zd{-C>t}yC4G*lRF>f#SwuuGv}tHQH4adIJZr7)uE0q9)7(<3(X346P{dk6i3R6Zkv zJ4jr0`GNeuh#A%MYYXx7CG);@4&obVdx{J$5(_IE#bPXaE#&9-C-~3_pm2`s`_%j< z7E=Mq{>0e%iTyc=m>s?M_Q*J6DO^9B3OWObL3xY<9Y92X>bmFAc#-e}~=Yr-4- z?IG4zi2pC~6x)c!2V+&m7;6R+iH9vEKq?WS;5by(#}Y>Kd{7U4AsGwJwjdGuI2uvim4H=J+x{-~bxOYx5G@R*?vIPkbP~(e z>zEGBY4De&SipBQTgP~l>PVtqrCE{V7q}?GwNudD9qdl;h->)i57sn)qQP!h%uXyR z9C4^BR@(*siemR&(DY%~mELiORP|Zj#}z`*(k^@==2+_{V)*j)sp1ZBrQ`t#FWch#Bcj!ET==6IK@>Ji6UF+zSnFRG%| zv}p7d8vNpY4DACffCklAWkI&;&$!4vHBn!K+@&d(dn|n*V!T6gLYf=QsFPf`qHN3?ersOJ-&I{l zp3Ye}o3YYMjJv?y|C<|Er#p7EkZ3g%`P{?Khd{eJb`Ik2q{t&aT2!Zm@J2Pd!o0uZ zF(=(U?KC!15c`Pf9n=zVvfWj*lU<$l8*>!G0+qA%ocOWHxUx5m8QvI~9D(`_e%sI< zf_8v1@a;10m_Vev4A)1AbMc|PqvLZBqttblT{^D%2c2H_PUZ~crCgAB=v&=R)UWR< za@^_lPfd5-ZtSj(#h_uK`>c26xmDR{o5PUo0`wcth_Hi@NH)Cu3-@&3`gr_(&J~+$ zjMS$*x~0a$nGC&;pj7?Bg5mnGyND@!ay9-imXZHKhpl~THQQ^r+&)X5j^(VwfBU%~ zXIidOSG3s1%^nWF4cuEZkxx4wU{9HdQNoJR`*^Fc- zY#LQFU&YHi!f9K+Im&p|T=SnDJI_rdQY~g9^!b3NR7YblRpHxx?tp&*nN)!vb>2}Y zwrB4D73l6{ud$5mT&?qM?ameP{^M!mzo-*p5qxAmy4}E2r7^K&yepC?82Rx&I*85u zRiS$>l>f|ZDbQUTR~$z|H$R?v>iKub?>GD1^*bvPQ8jB{D#p`Taz7m;jKo(-#z$2%;b0rv`T{#7RpNMOWeumEbkn~0H{PjvO|`a3@Iy^7WoGxJSoijNOf;=6~gB^B<5dV%NQDbb18 znFtvRms4mtZCwAS&IHE7RWdmm{oP;<(xad1ey~tlB(b4 zqucRFaRlDc292*pZ#s2u?(=zh!yTXA4Z{9c8`UB^ckjgJBe+UmxToRV^DsN!xzJSu zExdQBzK`kARBvX9gmkm~k&{?< zbY{Dc7OKFkE9WF}kVn|85}B{LnYY_+LV_SJ$4p+&7lU83M04 z$>%xz?(nzI$d=&!mX(YH7s3`;E1YEcl0Qy%&;Bg8sTV5B(8x(AjiYR`0@#7V5p$ z(4YB6==RE6z01h&(Q9Pp5}tD??g_xkcVP3ykaG`rBAtWI?-_|{Ggq8~s@C}PWB5(M z70MTkL6mrpSIk7a!|)58$VSD=UP0duB9GAfMlk+jelH1!-z=4`_>KDSd`BWJk+jfa zn!`aiewq&zX~`9>k*7LG=h^7af_UGQx5*#%+t5a5mk~C_i`h-{>W`4)aCc8wI!Sg^YcDBxbAoA*zh4N z!(?#z1sc*hclZGsnvNt!A=mltbkK%tHgnejB>#pOI~0puPZYcWO%>f4`#qGchvr+z zNN?3TZQ732++)01cwT0-Jsf|y!&t5Hgke}hfctOgx%1TT^r85-I^QT$S^Xih6G;=h zYrHak;vlIZjwQ`q4KNPd?gEV+oI?}JJ;dkm6n*8c3Ay}Sxb9dH4_>Y_UlyZs>TKc_ zKgDO3xBT1``Q$)r&G@+pK5&HC-W_TpBXwb*esEV><-FI%nhJ8)QfJZJcE<;0QVt}l zZ^WXM&yb$0)X!WirdG)B1={=rJyl@52RuvEo#{NW@qv*RqC)8c-gpjsU7${HW4Y^R zVn{n8b8eqQZ6FS)4y_S!H!aq^0FTSY_YJ)l_mDYixyI}STAYTC#&AaxTk#WkJmCIs zAs9O<@|lR2B*CWQI@>|W2g!)6ix{Q8F~qXEf;kD66v(LQ(eFR#@FNmP%kS!^-;r1x z5s4*d%#Tog%P0GDoPpJh*fquYP}<*~jn{NRS`*QCBD`xTnoGgYhq18$bgbI%yI4(k z*DED6M#g$Pw5hSMb0g)8@Ye`#LUU~ecQH+mY=qNr7&>P|?_{6vr$;gu>^~#8gAf)!v8GgzgR+h2)I|z67Ih+qB#{7(g2P5l**mpK& z*oRfBGxj#@GbUb`-q?DBUBj0Oz0E?>hwp7Z4h)Quly!b z*vZc$-I+KPqeOO>pu@zD?_B*WRPV!rE^mijm#fYzdd}3r z0@5La>V9H&lblXH#{;Gk>XG6;%A>&-}bj}v8w|{I8;Z> zD14`i(9uMW9mutXS8>mXTZ_^6pGe>*X8p%qiSl?wmj{0nYV~T?ZRH*F)BEH;6VJP4 zc)OzLQ9L}HcUvAo)lIGl>0Tb=;ryGklnUT^F&O6pe%zE%FS{2-L8v>84xZov(cOz> z3Oeh9e5*6M_7jWZOTy8u!g$(OFUt&N@rvnCo}Eu?z;QHeA{2Hfl;pO~RuQdjjj^cw zgf?FPJs?8ohv#lsVs0d=E`E27j#!F&7en1KtgM(TgnAf3aHx@v*TU6YY&ag$RX3a3 z@YNq02Qpe#d`bI~qmi|+XcpoBVf}WV$sI5h)81h-!mHa!tWcFhYd#&yGhsAVt4dF0 znZLxQ3%H^_i23gj(F-8!-NyRX-e+89X@u|T+;t-w3G0p|^U!Nno?UU=3qu$HaQ!g2OG>O>f`w+p`-JK7kE^>cK(%V2RDr&er(!nOwstX| zyWZ_nVwa~FEgW(!j>Wpihz9&oiPgvMBHKlDF4OX}#embPEf@?3Jhgn?Jp3l_z=Z!m@YadK# zO2YkojO5<9^GOwV+f2w22;%>b^zjl_SFx4aR^m|O4NXI=Xh_%h| zg#&!H2y0Y~tc4C#?Q;@cHe=-K?sI(*33l@7Wp(2>wllhEpev-BU{7%wS=|}J*vgLa zT`I0z2B)e-71HGpB%<#1Gn^y;$^ANH#{geIpubVtW>g$=2HO%PG1FEh?T{$W{R=R$TTjUyPylYbLBi@-=7+zV?F zJk4}HR7IYy=kQx$0JnqYT0Vtm4SVkj+vKTku~N1>~s5ejm!)Ouz{3V z(cgIMc1D&Dtw4)&@PdtwO|{+iYJ&T<4?zYsUEkEi-4L}udCQn*!WNE;+`1TXT!@kvxdou+E7uQ! zf+g^|897cjcJgShJp}jaQ_#-(`W3Bg<Q)6UpuftWvKM$PZ8FU zW3cOi$h$m|W-Ie-F$(b!Xzq&bF5wB5+8FoS@WOUbbeq3x!$SnFKI6!8#ZRQ0_*ir- zdIuWq?fsMP&RjSKy?Kz`MxWEDi}7V+6jngq%kT3(^QiFFHHO?L*_y+LOET$5KENu1+}A*B0VXnYV?ww%cO6SCGM+}o9SbDC$( zNMtb2`J0LpANl4-#Y1x_O^-H}!P=JjCURvA#@24YL8PF{i1EZF>AM}*_r`z2JMZ9t zF=3B*9h8)x3&QC~{C*!g?1?o6V2_KD^K^I`3`d!yHAV<}$iI=%OkQ-|!ksP(5_yD-P>Snf6B&14DZ}8V2y}O5 z=GNHnMECaHjuiz#=P!8mILD9-P&nUfwm*@4(_IaoDag*n=|FQb`NnN$_< z@m0v{sk=nXg!V0d@|VM|=kRZKY$HEWCLPxO44()zZcbTuc~0j3hZ)=*s2ILh%ePBI1Qz5^;@DYpagnyttq4{tz1`F;Fk2=S>4FBi6%UGW0Pzda?p1X7& zz&F18q~N3bx@pZG1s#<~r(@9SIOzH4F0w)ve&`&;Mb68}h3_BbnF zrepn0`BTMv50QOVa}0fK#6A`i*VV(UgFA97t1=_&rz~*Y-sd38vE6RDn^x8kL_%5c+q=Y zA&h!+9Usc!-0ttpI)|rm2{fw?-g~(^KmVRbO8Jqqa_?H$mIm{CZshkXck3Bmn3=XZ zB9_7uHlVMkyiw#wv&E5R4!>0dp);LG^)y0n16IOsd|LViKT)@@;#hx3xK_qg9DKKu zyY=pbBVjm%asMo3dB!Eq)-_VlR(xYNqrUQ;^-tvh;8B^9?+_B2h02_m?ojm$D15@l8y|P$iX4J13*H+Qfwj z{N9awgqx_2Oy&6`I+WfZUl$NTiAVc2)&%>O?Fo%S_pwhuDI74>NXS zXBgyxcXdx!4W-cdUL&D%*yS`dnh4Hr!(%o4ye*tO!!n!VkDuYD3x1Z%y@6EE9@BUw ze{!X2WTRtQE0E<8Jo;}}RjtQg?h}`_*EI{>X+<4q{^~OS23J;=$3ojw|IYSWZ8 zEBvW`tWvJy!9s(~>u$KE&_P8w{047R`4by|Rwq4Gt_zVXr?UZHL3?APkiSQIO&C+1 z)2iVoWuYNGl8k_yhPi@#gu8S!>w9h7-8D$%8#be}q7Ot~;qb;nE{XZ(oKfswIS=R_`s;&Up+kPWxM92f5u%;RCwKg6tm}MPM<~{%jPIqeRH?&>F~}cErPI%(?^Z41h`@ucc?s zy+*@Mj#MKj} z$EV;Q&++Ej#2951G=QR#-u;@7-L%4{`XhfR{)rJGO{-Fb;R zD_75`M)-uDaf#5%e&qei>%WW5??8Z|oIZ{~au3yWE z7Uy}+3y1JJQ6(6Pf9Hx7-XV|XO0J4{fsh=kqLKN0roIS=jiho78OMg|>Bvh6x6PPo z2RvTE8rAt{w%63addoYmH*xnr76C`o?75%Kcg&t2VeOvS|%1 z!d_OF%#y^9#z=6LBcXa3rGv{*@RQN!(?^K^Z;XDeTKAX6!1^0cAH{Fo(0Euz?rCh; zl}Km}zI_%?=z#y6KyOdrT>Y!pG4>YZC}h5ha5kGe<00J#K1n)+occjSC7)vTbTmbllIo)jIte?A*LT%$ON3n8RGf-6&#k?ka^U0et{MZ9a;mv^WpT%}%@dZ!!X4m4W9M)IytCGS|*vu~~NzS%D9OSwBYoRK;k zZRLZ%-Pp@L*GHW}-_McUSob)H>Qk+DMrqXZU>%a_iVf}X+kIGP6mCU!UA>NK&PaK= ztBR{+r^9J8XF5GazTup0z7Y!V;fG(bpz>%V6Sfn}E5exWKob_9Nra6>C;rcOA3U8( zSM-_sN=EAE-3wK^zIJz6<@QZyw0y2L4P<>*7Aw=a$Wtg)W~;ipzQVde`LJv_$^pjNKO>Jq^9T!-MK5R&t%P2OfDPxSM&lAw%V` zPDM_=h^zs~ZxJi>_|S9(%@lBNz&mj8lWTEWbNzK^q2*&7y?I@7wxQ6TV;c`JELs@A zOr_950M{$)b{UdThZOlhSEx>I)YAIQDa@@%NG%yQf0fU)Kl~n9U%{TQLdk4s--Ac2 z!7AGu8R8NA>U6CkPszMQowV?r6hE(pR7WFU;qk0b1p*)8FeEfFAyW>JIs0f{5uv+1E ztU`Nl&{`Sy3mV|;irQ#!9B5LvI(XO z-IrMP1TD<=P~Jg9nUx2TxnYTJM2- zS}2pXfiaaw!Shn*EU060JX>ae*YxV-QBUjo_*yA<^S@8LNQh>dIVbBCpDCk3eNvk^ zS50`m1)V3>4T;}Jn~jX}+n&f$!H7fw@T!cR=U9DXEaDb_mU2foS$V`bEJHnpOA`m~BL{W=IcGfLa(pjLDE0LY!qOXH zs~S`Fi{H`WS*+olvtS=Gy7FJDq4UycE;4o(%KhvXITK#2G+dHxp;B$ zjU~){&Ul4?VR@OMEiJKVA@VtomS4F}Yll(&HZYI;tSD9+zXPj2rl6X76ta|Lq0(`4tZcVm+qXnP^CE zHx?vJz$M=Q$m?9MLufKR_Bh8+!qwQm@@cc+sng&!CD(0WrXakhvg6QMp5l>-Oc~%L zq*q^Ou}9&bZop@fV>h2&{TmaR<#27rOuw1`fd+-XTg|m{*Rj|tM9@d>Bytv7lMrE} zv!ZAQ{ST07X4h0UM>guwuX@13@ZBG&GE;kWo`t_@ZwyvE%| z(x?L`ty!NJ#rjUdPcOJx=RNORerH~ew6;P~RjfKKlqAGccMy-RFk&@pTbbmiUB7k< z58CTKE9!=(ULFZ}j;k6{$gQi4qt*+W6X2(X(7{<|f9x(K$Be^v2b-_M$j{Mc66fuw z!IP3e!4TJ-9e|?WnM-HmJ@_{iG;2R?Fd9CLG=$rJ9!ai;l00w`(WqJvi8_yXid9AT z!;#FoE*(P(A1&s35#?p2;!%0-WhzN#9tZh|wkMj@RB zNL3h^k=#*C-3OAu;db>oT?oX2){be@Bd~(wor6#-Y~_*YKdC$AWy9jCGN-D1T61j%?D2{bkly>9@~Jcb-ayf> z#IJkE{3?1|j?H()Ywj@aR>r@HKOevzg@LgQZt`Pm9q@cb=91`Cr_uwFp>_t7pr_h! z8jKW#Ngc)+RDJwTvKu`%aAl{~PkXp}mpjjm=h_3@tqQ`IKA~4f-}OjD9jc3?Pwhr; zN4o9Z8zBl7DfENC@SECLUOBX$gjm#v&!=M{+ZiJQesj)yfm$&?z$)ILi#cdzv-hOO zGm>fsSD^C^Jd<8|o!2n zUn1^LfOmX{z7_CT&^fFS`X<=A0Xzsr>H*-!x}63$LD zo~ZelMV+N@62+$Cr+J~h7qU6WSn6|H47&}9ey6)L@FeI=iT*+}etB%58xm+>lp?)P zYtLXUGChaI1{?RcGZuf7KfSTFTFiV3`e%Bte+D{jguI1h8y5+yE7N!^rZ5&V3m&Tz z4NJKu?J&>9NyH}M0O*Y8G!#UG9${o;;cua#Mn&2snL*tGwQf{D&@Ehb3Mmydn%D!@ zFA30iSED@~$1<1UIeHTx<*pAckVK$QgOa-9rZt-U03}C^DAE>bG$57<@ADJC{Jrlma{woD)47H)|Qy@lDTF+8u#~L%#TR_ES$`PvMp$*hCAA{LtbI=npMV1 z9PINnbvEzm8i*rCMT-P?%?mSE35W?R^4_7 zqqWE~1y?=6XGeM0bA~%U<--q}LCxRH*PXG~Ia@uzJB<;L0#aNE)afOpu_!)IsnW60}3m<_Iv~SX$&O=iFF_G zlAno1U6J-?{4BBEl=YWRKs3H@Tb2X!PBfZ&G2kCDBQFEHn?+{MEJB zU7$$)6ogYE^pkCH9|=v*LyE7V2|v6uZ{Bs0{mtu%=NKQlNe4;5}zY@-?$K3D}z52 zg6j9SmQ&1G%~eK^u=<+rRQ8eCTYE?TXKXNn*NJ!B^CS~C_X+;G`W-}XcnzStw@;*! z7+3oVe;VU0&H20<60Gd3VpZwRLOxrG&+3Qt9Y1V^476_)8VR-csyzYs_Q#Ht`xc)o zw=lCXlQZ+_bmy+k#NNud@AR*HQyn@JF#2a_O{;oqkx?~TApH(VF*0+E!}>!QCoDVk zsoP;BS6;T_?ypF)4!i}S*VgWV*B1GYL8ihk&4&im7dI|Xz}lAL7JO}pcg={@$UxH}%umT0yQ&eIw@YMeV!59TTI%-w~wYmy1h_d45bt*LpA zeD>LMG9Zm!P#NC6P~RK%P&GWupkoAo>-@MjpU=b=h0(DQnVf;zzUZU85d~`?{T*0c zbZE^CFB#FbdYYbd_MFfw)V*anG8Dd%I!CIHq$;pxdbJfDISUC_J@kcGwTUZ}LQxQ2 zxD`#Lbes!|oGN3hA9+Vmcgl{)e+T}UjI<6+9I&V_`8X}b*it9r+> zIaVgLwi-mZ@JKh3Gtu?#9Mctv&E54d4pNEeS~g|(YV93_R7;|nuiW>{drh73YOUVJ zFxEI?O&8}vH-bxbn|O{ze8Z-@@?2<*w!^{SL)Yr7T5J_^9gKAg%_;`e-a+oG+)@7@ zXU#ld)~NRTKj8QQ_Ojl+Rl*>L>_mkgeh)q2jJJ(MhZRVRHJT;&3 zcYJshmh@QYXy>z$NBr~^k9g`T=eX`zTGbeuh2bSMQhSe8_i%P^A)m)-<#2<~FZ!&v zE0ICH4Q3&)!&pTDKR1)`%`yHx#)#G6JqjAW>pqR6usLPqmv>gsDd^Kl#y28RadfbY zd3rdr{i0V~%23hW^^oKrJX5B_uX5j(Le)*YX%8dxLi*jHBA&aHpWr#r3thcI7YpF3 zG#XU5r%Bkt5iEZI{As_a2GL-OYqJAL7;UygQ zat$x)#qYAsFV4@O1&!)|avK|%;9bB5NH!R{)a$2+JE4YizyHsC`zMxJ8TsZU>g9y) z(#C&C&)p%7YE~5c8;I_r8Z+#=`|iEON1qcL^6<=<548=Tyrz58lyJSg&;Y|??{i#- z^9Wf91GNUvPUTnyLERH;Wjqot=58DZyo**F%i9Ro8<;^zWGk?nlFq%ohitP!(R(=l zacZ`ZKj+*9JeLvD3pj%$2lpQ2?*r}u(cTr&+TV$UwZtZZl|$}{d>+yOdvAwqg^!?< z`V0IN9$R?D*g~lfU<{$(s75u5`)vQ_dLXUvf8w`W{QR2h(z<)C_O2(m{$xGz`4Dm8 z6!Z;2w{cy~`KzoU^7=NTu3029gx5JZ0RSM_I!O2iL7XO`1 z6zYOZ?-7X-^MvV%->W*ktT9{yu#$CN3l3+@)_7|ucbVA6DrF0rR-c~q$Tf%iTRiYP zd!Va`>f*2cz1}&)sF|TeC-rxUFHPOKr!pf<=Kr|-A7nJ7d3@KIs8kh;9E`OH*D4|R zr(-^?*2400ALh@G*OuYBlu)`7f4PT7zqxPBaU_@;3y9;9C1F#k9}Vu{62%m3XFe>JG;YAdL&#P$|7TN7x{MsK9L+d%73#qga^k(6THRyH{c74nl^9PW^cIX~K{GX5162f6PBpVNku3&{7kFcYm(m8CBU9>O5E2eM?qinPC~XyZ4yRLrr`4KOg6J{NX%R zv|Fi_cTab`+Tm)H*L<=P`kq1WNwhW-TTFpu^xQ5Dt?QB0E$n}adm{-KQg+zKJ6!3x zDx&cpX8YYw@36s)+R@0i5s;AbpLe616L440`JP?e@7du*%SNB$7faCt-2&M>3O_^sI7jA&*8Zin$3nS&4j|lK9O!i zd}!#3`bMsyUV~;v^UWt{oynb(v9J&LNlI74kL1cCMw3?tVtD8G?}OeRcy&j3(f-#w z;(Rbqwl2i(LSBsygH~nt_u`7k$fc#%)t~U=X+|Ml$loQP?RWGylAjm26L+BNtA$1z z23t*ypVo4Ju}xml=0zuuT~nO`jd$|-%}2PIg|u}-t3F4ajsB7i`}>JGuOOqTelL21 z?$q~Ar&-Ire|*9fqGz1Nc?9m?A}=9u-9TzWnyZgo((=<8=i1DJrzXakO37WN_&Y5! z><1NXouhoiI5$IFyF3+HsQ=InBmIOYYGoo8q+llXc-ujQj)Y~raEH&z#sn`#^gauP zg^+b;VwGx_t0T>N#{Ym1IgV3^%VnKgrd~XMafP~C z972j4;cOEY+6h^!L*FxOO!XYf_3Vfgui_tV;YQuVJ{be(6h0|zY31{@Kp&UzVBt>2 z!c*h(R6j#x+U#n`K1g^NRG;B{)gnY?T%FPGHCDhM+}#^Z{ED5+>4x0PLW5f)v(fU_EmlbkUh;jOvc ze|apky&)d$!~+tcgRst{pM&J~a>XKSHbW;-IygUx_4Gnou~~-+eIXtZG$$UL z*S#A4Mynl(Ny7R`#-~C{s|X#HjNcmxZDvFEst_K`XTq)$g7#@u(SMWE<{oJE7#$qTw!%DHevpb7AgK`Bk4uJZU@KzbG2#2ii<3)?n!zFhqYDBE5 zj^^Vt)<-Pif_G)_!=-A&Z~JuR0HZZCCaN-+Cfh?UVY3slPGzxfz>3d!uQUZQ;x5{G z;x}F)+(vijxXQ%WT}a}#ccJg#B}?F{nCm64xWn#iIGc(MJ!QUma8n7L9&=5MYN@g! z?I&E{jMecJt{#Uk=$vh{^U~r&n>xR0$37l9{NjD4|DXEA zxeVHoU&rCkBW75S)?dTfIiFK~cRq@67wun zj6@nry^AH+$EWqab`pKnyR{R>goW#Np7z^Qudo+w^ zjM?Z(yC`Le_Bo9?REiNcAdM2xe}!xRL|41`a~m0FXTGfNk9(ikH4z)uZhT^%pUsVI zS`ls&!jn$Mgy;3 za+wZy6_8V2bh8&~FSvf~9&vI2aXN(~ma6KSV;TKj*>KQj@dJ_med6>2eDNfHf8I!| zD;aeJ`c-v(IOw12yuPYlKQ%R~$V_ZzHX0ktb1W&AmH}UUg+`PGTilsid6{L05lL!6 z`BJnLl`#)6wmONXgrgp=$SdnNw-WF~6(V2^R- zX5k^w{E;zzD`RQ-vBk=K)(1-47{^{X zft9ezVDF0G^ZCM1Xbfj;(~0n<{7a#)*TP%>#`cu4mmlj?2B9(;heLZ^?DsDu{S|2~ zfzunr&GFvpQLmV1Xrd-_#74h0Tod9edaf@W%Xi z4x^)i^zbvcshreBRdu60ajs8GIML?rMO`mVb# zvg%+}bEK?u3(%_*!l1LM@jo-Z<*FhsKmp_WqH&_IEapu_~DhBBwvm zvTFYNIMXXMa?OvdOYr$2YHtHh$St_wFulT+Yp| zd%A}`tZ^>E0=&7V^ZJAEqEFD@8@Z|4bca1C4zsmI4>g_HxF7$`2ql3?ZH7_3gd5z7 zpHA}AW_VO3acIUY0X?ChN|g{f@wqL?KsgbkkZmWfh~ymnKvx>I#5S(GAEdCJ`a-#~ ze10K@gvW~YRF+JCB}#^O2i>O7uNvOW_?v2`HW1B)KD z*QKESl=IV`^Z#pTY=9N@;?pp2R@=3}zwt?D=&R=bK>Lj0xDyX*NUR8hj#hJJ5K_C# zGhl+dlErd|*Ih_$Iebn;uj>CdjXC?X`l$#vpSimlcKpT_OqbwDXj=t|=Ixk6`7c6V zDCM3Km!V&MM1>6+2TAWjN-g}nP7Eh``1BSODy!oZQRyb@g8f92XN<528%odHQbFhW zEMwl7MlJvDXHX*Nsnl`Dqk+V%M`*4%PsTpz=M5e+7pqonPcYv+cXs|qpY%O~+g!{y z5ZwrSy&5zX;k&a?9R~Y3haFa9oO^hbI(N@Cp2J&Y_|097vO0(65_G*JX4gR`$-L$| z!fyi@OWAf;+?gsRdOU-c{xQP*OMVLL9^!GGWz^5RTY*M)tcgTFBmKp$6#it4vy*_Axr~bk}OUaQ%!bg{R^{W#CQu?r~TPZR4Bh$hbK)?}v** z*g{<>uIUWAe#X1ckJM7bRZF<3!Ig8NYZ7ye#J5KwmvPAdFC%`GhyJgu3$(|rUE;w$ zS#OHXjAed3*ABb0)(xm%#9Z2U+>fsW;u8_ExJA$!&Y38?pl2p_wi+ECX8g^pRdh=G z+2_cQ@$H&WFFmPhZWfdZ@i4seuPb7OdHj|?+L>#8pyeq)orbf;*m5=FnWQlikdUzp zUZgv+F{d-@ zU2LzL@eGu2-WE>wGG<8DIT4trkI!!kAl22bmKL&EA?PT;{3D4kLg*dL-G$*V4BW+p z=b>0$GR9fW%sGvsIRfAM4SRphyjn~4bVXtUz6Ve&|C_883_&Xki~fP-xHr$=C0RQ;If}P17*fXYq**}w9k7F z;M?j|aS=Mz9ZywP72#8;3uT}#G0#CEgZDN9OEuPcwHdDo^hD#DVU|!4^mHzmIx!}?M|*>3pRfkdY9Z8f8MSLXgfXi4}vAMnsWkYX8rAL%^t-PqW5{8^pT zJGq0g>XEA&Pez?edl=VOc^u{7vH=l%9JZPmy_AQB4esSM)*T495R1Pv?n8IHiw^}u z+;?R)-}YeCOw6sfuU1}1rNcAA`JAIRE63STF^nsV8{uUR6fSe09@RrH=J~8DpX%r_ zBYKLC?WV_K)B!RC5*cf}g*Mok5W)uH^$++YFBGdoYhFg`=W62TMB9B_GY2XzaOEJV znuUB*!`EG+UI_O<+X3%Wp=qTfp|Tol8l}6WYrQ5K{iF!*heAiwc~C3-@+42Bg+3ow zm)0goN-MBWSm!0YU?EmG9J-Rbn|4*_XXykot=H3+u*c5W<7fCRY9z5*&N@;}MIb);5VuW*i zUL6U=a>ZGH{vE_U3;)d*dhWam)qsve$|I1@9`_FrE_Xz@8Nm~zI&q;LI%(*h(sg_i zdj$CpaR07U=(VG}!p?yriGP0@p6&{`%-(DYiBcS+p`nXc9CX4mrH!o}#w^8avRo^-F*vcVpHm% z5y{<0AHd;#I9-V^Mq~D5$ZVZ^3g$)!X|by)MrtaEZ9#{u;$I~$0ppi(A?7-EiXsQei^ZBtF9Y|?-z8v75U^x#%Zw6=tgKij})pRw@SvnN$4uar?$Y>=upqtaooETiLUZ{ zlQ4``XP4FIxXLamLezY~=gYCFYpz;*k4>nPk}&<|5d{Z9(*{@2o^gG2Z0Fp^4yQmvccSwqBya$Fm9ZKb4^|e_Q8apy z?-FBy1L3nbGHiqYZ6!`@L6WMYp9=Lq;e-49-muhYm>rPiL!J$BoqZ7-Yt?#WF4}kq z%>#V0RM1({d5CDL7#>EHSOQ0zu*nu^uMR%1O4$#{Hw`PALg@VwlIzBEP!;sO;q*H) z>C9Ezkmk?KrfzEsT)Wr`4QRJfd3K2zH=gk_-a>mZ&us(nfhwkIC{xfNn;< zy#RG-pikX^@B1|95^|Xe*8_|na{%ughpuuucQ*_A%*UTvJh_WPnf9g2d0mznD_Mn{ zE^$p~7j>CC# zEVrgR&K<-)&hxqUchm>r6Mnd!t3tWMTYH`em(lD#BF80WEabieb+A&s&u7Eqhe6vM zsN89LRPM|ecg0JLl*;+cdn(@D&7J1+p@&l3{TotHo&H5)SWIGLLHv9jGt}TIQ`?n& z>atJ=et(10?s(i~wEdW|Um~~3*nzOl*FeuAqnRro=2xU2$>_|x_%{>0YDY;3OXJbf zP~I@h;i>8;8-cN^z~|3!oEJH%GB=CQ8fFt;RZp7~3Enpj&=Vr=`o$lmP=jYiX9C&Jy{$Y|T}_&mt`jo(?7 zE0mRazG8tjkXA1u{6y!iCBQS3ODP27M`$6?xqQ!wKg+Se0?;FL@Y~E%#t6PwiM3OB zLh0@CDV+b}?vQ2i=PAzYNyj>6CcLR3N%Ie3ScB1*j~Jj_!-4 zjEJVld>JvgAhKQu-ydE7b<5{n(Xr%O%+!bxS23b;X!6>Un?bMMVL~%*D@LzIW>g5?&%Zl)uTu*hf$G^?U?x;s!6!7n~xYx#^G{vJD9fXyhAaiLG_ZWy`a4No0m z3+uV3KI_Vii{LI?_24v_5lDM6>R)i)jS>6fP0P_#51$^5=ev(Qd&Xchm-#!Scji;W z=V3oH%KCKYIF`4FXsIq7ZTLSL@oJL$@Th*aBxAM4kA`56s!Gk1fO9mC@yFBs!9B)HC&GC{z89PByc{eNF7H zyEEJi^V@5#4@4G2kkWFZgs>aiU=vB;D->KQi{PWH4v#r|O1WAwph10fqVR;=yK7yY3k!?uK5r{{NBwF9#pZBT5bBgisy(IVMzfCwRmz4rW2Eq$#zhr6Oc0}_ zK)-(=pGNMj|J;>CH{Eqdr-(DK2qASRfWso#sm_j*ai2OHsYdyuWp$O$)T!vB_d!%| zE-c#1$fpRO{!Qd4ZgDSaFd zTF<9#j3lj``6I?K-vXCckz-BwSc+nNqDe;Lt6=ODbr%;(RY>^nZNKhJ+_{5%^yX8@ zr;KxX{_NwoeP}idn!oD4-a7RThaYV6S#1I|Q3Vf*g*2kUS4H%<(mAEAvGt~CKBb?N z&yc$i%#(3_1)|zEB5ZH2xrcSHagJpSG?K^&%{7f=^~Gn8r(JDV5uf<(XGUXYxdR9F zu(aRYYf7k8iJ|H!)~C+ys-24I9;?mqxU^6a6A6UFx(^_=V|YwMq#lY{I$-0I@uU2# zF0}Sc4p&KC*)<3)2rDc$S`pI5aiclbgdQQ{EkZ6;eHu4{u?I7|dS7UlYB{tj8Ybmi z^}~MvO*62-S47?JJTvr0xs$mEdKdJx_Z{yTnX#}>L&hVOx{R&2m5%OM{|h=*KC!X^ zuCeNF2ra+jiKi^X3`CO*X!y7`jyC3gi)|W`Ckl!HpIr}vN5_`=PT{-igjjVXd zeOiVX6D5Vw>edq3LP3rCcMJFI4E)YEis~geXarAN(bE99FN3shU=>sNx4lozPB5D) zZB8&w5h7<-<3IM~`c!_Gyo7J4i-l_XDnfr_C|!Z&e#5Jx8AIom^ZcVhV>@{3#ohD$ z)~oK((R}9G#hohZVi$Xi7Tf_n4#oCDW2sq;z?KpFzl{tp^Z7D#-U{0sj3f_uXX>iVz9U6Hkk5ye1mg6Cd88r(MOW}R~zxnwHI#aLmB8)!L z-K&%hI>uF^U5qffg4NIi_tt!gG~?qZ!eVF*2N9gJoe~Pu^R}}FiRI#+56CeN<4#2r z_nhA{ff-|9Uq_8_T@KpRS3H0jH)12QOQDVJ!g4#X9$AIGs3LhDGz>x}v!SyKcQ!&B zVWDC*cE8BjOVa3M>~JM?t@G*Iaiiai#N)Q{dklBWiNjS5pu4-f;t3%;6}Fw-{fjDa zW(4%_LDERVXqRwT0ZvoxW;bt9F)I@G2;de9=QGdQDXgbi?LjzpV@f?k{ zBl0PiE;Uhb1o2jgOUla$gT$6{_fJHM!#-6H=B^dke-E^<9uI5>&k>=17cv>hTzT9N zawBp*%(&`IQ{QWZ0Os$9K3T8E@0DGP)y!+D=*EEx$-Lju*H-vX$%u!! zBP+b$Bu>|5#O>HlUGE`mb-()k#L-#IdI#!<5#frtyHFaR3J-(U1w`|<=(jf9er4RQ z?))eGbhPkiw2Xs){tN)o$r&;mNYDn!{^V|HJzcLp z*yx`p@QFa92E-)pTy<~aHr^L112=`4a|Qlc5seA|BP8Gc_)GsJ`0;PZA0LGN@$vuZ z-vquiW{RTjS{Xup{vwCS{a^mQAguQ@LxczwDwGF^@b7q`Lk`OEW5fg@{_}q$L;SDw zUr7J?Kd6j}%=F*(j6bNqlKIEKzf><>T37#<|K`8{80WXF|M%Sf|Ns5(@n5;p#jEPy z+W-EZ;@^Ki{cAt}@n7rqjaxSF+NfQ}mOp;))Z@p`|8Z6R|H*m(ul`)_$G>6zvp*O6 zZ~pyn{rtcGeGCsB1LqIrPk#8vf8XzC{_FQ4Qv7GmfBT=}>;LJ0H7Zvr71G^le*9N8 zOUVD>_5b0o%d`EDulwKazyJ516Emy*u&e*IpA-LI`R`kf{zb+VxKeasmzbp%y?b7? zLcr&saTo3vUCnAJ8*8KPe%}+qPi5x}?PulD(tEqzSkDHr0#PoSYDB}bvdP5yLcRHh z5%)H-5>a2t47?eXW7V{l6~{BKY0gi#jhW#Jv6 zv=K5?PyO9}e_y)BZVzkL>LGp)(UdoXE4*cF;QP0(lTeS2Ge*`>pMT}8rQkhhFQabc zzDe+;t_HbT`zkvy3G1_T{8ZQ(P2X949d{nEx=S45+m5Wphq2BVe#U85YG0rsX^7#_ zotE*QxC_TWtPoy7*(|P%!8&>jEB$P&P$MwMYu37VZRN$8uZncNUyF_vGg7rV-Q?ht3+v zL|7rsoKt$x-P(lxah-RBF5Ep7jd#NyW^teThtTfea{lVMK5MvVR%v71%EubMPZ(1?YV_Ph5FfuBQtk%Ov6!;NB z#w*us%t8Or_$C9N7j)G}XXq>A&J4d2NixA{D=aTE^oL^9T<%f423u(C{`{&LPV0WU z51luek@t$O$ZI?Q{)xt(poyP(`%A{12>@R}pudboGn{eG5#{t2m7aIWJbw3xifwe_ zT`N7Kl;iy%HrzFW5B)sbxE`uEn22r?``rBn5-QAy(U941SYR0L+waVdm{`(Ztl(2a ze?8<`6S=hK&tSNH3SAShwl}VAo$LO0J9s}$gC~`T`z6r4lI!m<>aXZ`5ZvxXqhavZ z8^|FZZxe%!{Q4Cdz8ZJ@DbiB+YWYT0_)vb@4(FH6L>g7F!3=0I7SxGbbzVMgth4%f zi}r7yVgn1&eo00yiGPPGwkEc1b!<*-Co{2a+qNh6`k%eOfA#9*?f2eWbzF6; z>g=-~38do623NDl?%IG_7p&%N?uPW=kE?Hat~OFwhz6(HC$G9zXl?8+5-}$qmQ>aI zr4ecGC1b#0V;1knXEJzoDjrlMwQt44W9##LaHv&$)!F3)MCFzE)?su$8QV<{=c?yW zC*U}=Xdi#PSIN7e_q9f-JBOUkITIx}-mWv@sgSIYHDhB@s$|raclL+)Z1)@MRx_MSJ+TjzK`ks$}Q+LAJSigjpjx}!mIiPC()74x`6y}ypnjZ*&hEA zZgRp)7W&Y6oBUXwGRx=qoMusCD`L9`1%Q3_FC7v)A{C7=p?nV-x|WxAigh( zHIBk+giG)Z?Zig@-<&(v7+=iD2v7~`XCe85wrJHkyUbHJ;OLBybE`!yZ6It6Au#8N-ozX2m${&psxm3_7lA_xtiZx?n#8KbndYm-{<6M z?L_>G_0>YNUtAmF1$Wd$Zs8mQwj!^=NJVHby|J66NaOZ8ziM7;1TRT>7ices-#&!?2gqs-&j{~o96EmtHTigQ2;ScX>IS2$G|(Lv zPIp30N>{%Ue&|>vrBhT*Xh&I^Vfi)*{c1%%2fa?Q6~{*k_mST>=O5=pRxi+ed@QS} zclWg?GzzO5KrfA4&$pD<&T3!@qlgxVe3rQ}*4hH;=!}^vQIF^PH#pL{-$$MU2Dsuw zNaMq`Lj&`fd7N;afrsd%y?5uIFbdqZb-jn@^u*(?Jl6+#?trdqSfAoZEa%#O#6lnP zZ9lA|Ha^(|`BXQGS6D_$?FJ+>n$l7DYzn7q`N@yX=HTo@Cc2!8|`OoMQxfr+S8{e=45u-MLJ@j0& z6`FtIsubHyTWarb#-^Xs__6R?b?UYrS5(*LDfecEit}ixplcLd#tRCdnJ&nnHo6uL z>|p%+J`&csIqhT5Gp4s{@q9)y^L-9ss%s}N$4+w^?{7Vxs5((CkncNeI1$(D!SyPn z5XGk^E5Y#-D7xj0?G|vgfDt1UvWnz<%JuZvkQTZkLDkEQ$n)A!dx31K7-3-$(Qg&K zefNpEF`gflhxg3*rBGYoN8q*&G$r?p`y(wWckC@KE%UB-aV(=ccPz%< zQlp9K#$!q7I?6Bk+>0J{{`C(W)xqM9I5VuDQRdt7?;!f93?K9H@Zmglffiaa0~!Zk zRh(;~vt4hnfRFgy5A1cct6{cA#+Q6zMySe9=<_NTFp2+X`?TQ*dY%o9!(AIj=l4fo zS4X+7eWiNLYs=w#KhfM)XBV7dcKZkY%ywOfOjy(io(Uwj>_UI5@sLBvXAE}t!C43a zK5JN)h&&7}4#1Ai8tEkmeD#Lo3iKS_XVQ;gZTpCBjTnb!(fTl~s3cli=`2p|!2jpd zc-zpyETi%4!WSar4XWfWOv2^%>@CL9_=KL6L34voos9px$a3m}edRNrtFj$3qY0ss zBsBu(dUO#5yG#MK!jYcLH+$hD09}WJ;O0-7U}9eh6OibPBCo#Q?U_JO}!ItNqeokHW!<+HhuUCs77JUu}YQ{Y7>j%%aS zKHM`CJ`(e9Q=`6(@Xl~%bS7+-#>hVx*13oOryBWvId)VYZK|SYO?VlIuDYWAe~2R4 zX;HNSDCTur*!9`E^TZRhv>n^b3#Enlv zh5E(tI1I@&_34^==p#827Sc>rq_M=P^Ko3^D?i@Q+35dKkzHT!K1Xui^K<0d--th9 ziJ?u5Z*dS`Yr?l%(dtJy&?&tLNG$`BFORlVzw`&uuse|@gQG-ZR|tmiLXrL353 zo;UPEMu!*!uAWc7Dk$H1$Z-viE=0S(yiAE{mxfHFb;;t%soWSnB6JvMMQY36+KQUsX zvByS2=XF;gc#a*Y!o+x}d4ooi)5|Jjpk+XJ9g)X#bpHnH>ud~V)x+yR1R4uB5ol`> zni>Tky^PRv4W5${AG$d2bt_k!;Abu1s2cay=K1OH{|5^Uj$Fd>8=h}NL2YVcz;YuI zY~+cu*wquH5zlpRMxgUh#y@$6ZiN)M9ser{B|O}4$lxo{V7M_%lRKM9ci zz(;mC3xAtWpD$rV6eiq4=a)u+Yh{2n#mC?BGu5Y}gN(zjeB5~GzbXFN7)mqY^`Wt` zy2NH-sl9=3oioV}HBr&pOxnHasvn}{5W3zCJyp=Q>c~DtCb@~77yPyv1^cgrwJw3L z&BPI*bSw8ejL)O|LAse}QS}EZ^Za{gf5X-OMhHFRa~Zd2TZn?+{AT&nc*IZmOQ`nC z&_y}F-_aZNVF1HB$pHXMu6(5_+J4c zicV;@g5G_`Hc9~XrTv~D#1XAe?#GsD8lk>8)}U<0xLDXwdb-YtT>+Z%aW%g)ueMnR zsvZ3Y?<>X~sz=t)h{5@g%@u5+63=vk%c8_hA?QV5v`|%%R`e5rp6cQIZ?FZSL=8dP zf8c78sVND~U9isj{0cdvEz*x+?A|gyg(TFnnn-daqu*>SVJ5TV5=7Glj@uEPYxM-n zPl6^@i>*4AsM?#^k^Fa`SAL4jwz)FaC+t$|y;ZQtQpS%wg-J`Ulh$=d?rm{1A|1`t ziW0Z4bN_LuX@c%6LiKsLdFQOAjM#e=*G#F3&%QyA9k}B)lG18+SFAcGzFHGnR^f%) zJ-avnhgpq)xQS;z(tjIgL8UW3cv9!k9CSsBGR!pR)BkUxz#7-B8Hog6L$9!xDkHse z{J$8hTFGo>xvTxCUdj=CJ-72i7jk_yp9i@bLs;TtZu${ARUxEM4&Q2kthOTcjNCI0 zKiQ0)deW~l#}gy99r*qR?4gs<SQc>7<@f5lA~~smm7&#vGY8#dkBrg zy~-NRr?y+b??|{widL(lrCvx>*=wJ%lvGAC?Sz(ZVO4|BW=4D}Arz@<#!KTo=0R4f z3-vd>-(#k*nDI)dRtGVr48+DS80WW&YXMK9?c>my-)j#U(86vk|AA$elsI@9s$QWN zRXe}K{b^}6fM|S~9y@TYfn&-K;=nDRsV#^#w8BFF!RJfR+go}+jed4;PcNu_f*q=Q z#BgItzVIr06}Y;H?3Ov7tRNabz;j8Ud^b_&4w4y!Wo@U8JUsOX$^L@E`CR)%gw?EB z*cZwUkBTn#I{TdeKmTj|)enx`kBKvRe1c{gpI&(FS*T8l(5vz{<}qfd!gM|)8W)S{ z3Jp==YQJk2_C@Cnu((FXiVTJ~{zP-ZvEE`(J=N#o?jkW|+Vz7|t@-39wza_vtD~`F za8`skJrzA^O|}m0K6X1x8S}#PWLvL#7jj(+p?B}ZClBK5w~>sh6`#QytMgr;bDW=g zcS<gx(Mga`BIjgO)LK9+{4Aua?WV_;FLM7-G@0oCv2#*zPj5a8$#Rl2m-<83 zRC*eWjif;8^IVZKCb}60Jyo$CRZ2-s8|hsw`haUrwk1xa#YZ|JL)97|j=cYcj~UKx zYDi0C(d9(vhF*u;I`sPvX-ssEOhkGVa#(0IDD0p>TIl3i#1x)7W~BO$=wcK-JSRSu zLZ&*A-^s}C16>O#9)JIXB$xWcb5yK;Gx7Q+k>I&8?RvW=^?h1v#2q!DI}TK;|FzhA zbu37z6}gdRGpv6uJ!V2)!Z)evQEoHez4m*-Mr3e}7}m(Bt~nX8g`JStC`Wp8c!-xI zgr`rgR3Su;h3G$#S3`b5c~_rtFJ#Q0M_6YTW2X0H1P+eX)`T+oKno)LMq{=NK?}#= zYc{;JfLqmiYVUWU?#3o)f>bkL!!fX`X0D2)Ic$FKa&^XvUP5Ibo?pWghme5k?+TS> zJ+@v1iFHRe)6k003LZK)WH?U@gObobWggs>=T)OqnRX-STeI^mXe64)?w3Qt3D|cK(w-aoAU(n4*elvT&PYCsG(fm+oNB}3#jTUkjNz_LdRea+4wQJ+`MY^ew z>2u^$!}G{0J{eey$d&+VbKw^ejQN}$OZ$QR3(|gD?z-e?{1!QMg4@DIQHYH$9v}nd zjs!6uP(Eq}BrObw)y^3Bg;awfwSqi*fjin^0r`>nS@;-@FO1-ds)^ml9*()1sZL=h z#5+zBQ}y2Q80|lX!Wu|o8!djoBmN=6*D@x7&cEJ3PZRm38*$-+KiCiq>R__3c=r8dqXtFl8Ho*Lq-gG zinpj9Yk#7I=1rPX8fR&vG5C42%Ur2hw=~VHXvF zgFaZt4D??Q?n2{XU0mg)k`dPSo3fC8D@}xl{pg#l96sZ$W1arpgg#>PIQI}7_P zGoKEA3v5C=v9X3>t|v4fxekS=6WrSZJ>-DKjr_gX<4b!e9BZ^rRS#K&B$S5~7MX3} zzP#u_?^R2@wo?`z*0HV@V4vNgbPBpz@2aeC{Ki!dONwNV+RV4b_^vd6ckr804%)bb z6js=eD|^l#4j&XElxkw7=XU{du7Pu=5@A{4kjhv%AK*;;u1GR6^Q+#TTU?>V;mCi8 z_ndNbRqMEspk|gjO<$1^T0G%ZjftNu0%`!@zWN`-oqkWxh~9S z;#PD1EzRh*17DnoRYk!XUt-C}UCms(6Dge&Rf`$MUV3Tewfk(mi|CzEC;X>!w<=vFUUw8gJ;uwXJ-RH`;CH37>Uw)!SF>Z)KN{~-OgGVN1lRcL zL=GVoeV#n(eOE}z6jE}if-ofX#zGe8Sl@EW!`iBiK#?@s#y3W ztYRQ`RNAstz0JaYJ69EeTS#45#iOzJGOnB))s-D`5b+*Be;uwDHo{N@pLbb+JU)8& zI}V(6M!rXA>oa$xMABRFMO6tsgQU`+jawf5geF-H{l;O0sE&2U!<&V0egyeyMJ^LQ z*$J7~;V->YAbIw0!{$zxP=g;YIXw<&uru z8-y$qqQQzp?d{HHKFhaNv3TLt{I9b0H)OFCt50Zj;a_la9{Ov${_J>sK&Lu_BbR0H zp=#Q-Y2hw5eu29}AY0|!J;c_kpuvyOS`7=yhDL;2_mW6=5xNtihZL@{9>2GUy>4 zw)h5W3h+&!>qJ*V=BJ_PGrAOd%Ms|mjwEIv%^}|X9*L~)KwWWL#VRakA(pNfv(nkE zzma2TtosFe5Q13**Oh-rq>SqMqfTNLCpyQ(3vMCzkm$J|qwEG(q>F4k`@u+|5HUn( z1P6(iLL+(u?U{`|f6aMP`_RWAXk3c*=tNZl*DH%{`@cuLyp1IZJEA0 z9;3m_W@FR}Q=%d|2{h(fEh57YboM`7)uDW&H5~1vr9}Vn@RI9{Yjv=U5J=@SHX_XM z^ghw`8hZQ~=Fz3!cFosQ_^_qj00Y%OwV#8}+IZ`IZD{_jXP713&uk;1#-3j=%- zAPh3tjeZpGYA^<pW_Y%>J=-^EV^wExW13CSyw-+F2~Cq1FZt$fZ2RUY_sbQIcnr~yc}DB4nm z=#*IQQK-G;vmYIi!!XzLooWp6Fjz@%Vn-Ffi`7Pgqmj^jajSKeF3_FMh#J??UBx z+U{kvl=|59V$a{#qL(<#zG4_vRA++=8*e!*JYT^x`y$W$cxidOWD!zI;krjJ@Hio4 zzag$fqu1B)q<5?tTsz|mCY6!(Y;05&kW1jh=jcmyG%91KIgH*LXl%PM*n_GRwuHu* zMy&4X>LZ)cPXb!2k4?{^{jK;+kZThK_sP3ESo?RpOTG-fV>_{~)6fwim?pCOP`5)oE-AFRE=@+c|HQy%MZU&Wt`$Gy>b3@60#lhmJvpF?i~}Q9svU83Sm) zfU6bm#>%vwHy+y4VS74hI)U$2BjYB}UfkzLoAUQrtRppCMKD@~>NXxjU&8wR2rvJ` z&N#~5svJFo$e{Jr^7N7dyH%$0VV}pliq!8jgBXJioq{*bNv_}l$B}hZY+}4I$y(zl z^{``AzAWpx%z0-i>Xbq>Jm46XDNLe|u6j8TKU3wDZTzbp`IE?}1NTgZ%FJ-E8(I?b z_jO`NNqQ2ZeoUTj>e!r{?{4EU>uDu5u_CK0l&-<{equ{aq2#RJL!;scd-!~iz9V4y z!gg+Gq>dI?!E)}q_g`dY&o#=?{e9yAp;}cG0cBAnRbtS3qt{|QRyWB+2xg8~o z^0_>B=?(dpk=KHpjkz2DOUW!}95Pu#Us^Xj!pN=nft^JA3dT%3i3VOVPO9GWYP5RN zn4g`|hV~Ms^Ni{+MDhwsBII(&c<7UfDxsh|K32Dn{^z=$^H(T;K+92lej2pt7xY-*HzU}=Q-=r@_js7HJbYRq@vLE%lO>QBCqCz z_WoK#Y+UG5)A0OpwDAI+)y6{N(b8pCOWef&I6dtwK z3`#-CA0+kGCwUh*Gc*j+)hzHAe1=E&q42Ao#%U?xJ+N?G8|>`Yb3W<4)F;B8!f8Jv zf3)#iL3!?f53RZAQKts0`NV!aBStO85_YBAOjy9EPplF*rng+Jl8gB?2aZ>i*bC zXebHrDq&>WPUQ^P{6vp$o;m1*zupGcVkxSi*M+$C#kH`HJF@?cjh@5?57AS8?!4wv zzdrM?Nc1uu&8$KiWq4lIr5fR9#9R|*mG~K9xw2|`bn;8 zw|)VB---yVnzr@eD;ZCx^1jekTDps8^hI96S=o#HPow!s%&w}S=Rd|Dc}~lXkltVT zXB1ZenGa7D@Z^5nE7bf&t~t>GDW2l~l0>@YuB)R{3vXRvZWT|pB>D&=FDp?kJ`#!p z6@kn$$`ZMzBIg!JQ?Yso_FUVT8u74(h)|M)-i3(0f!2T1x=!Q^nX3byya;Mv8il$M zg3|jraNd+O+rzPL~izgvF%s@H@2Eb)CFYL>iqlc|&AL#fTEx=hK2=$G6edTdzvJ zWHgC@?B*G>b^+t+U&u8xk`z`#6|8=Vy<@g(idXTNoRdB(8JXtpW=qUzSZM_>ShvLS68KSy-o5*N+=5yuQ)cwdVbrw^vm& zKhGV)h3JMYwdXsXbLm3Q5sdkqkf)o`!*@I<6;}g|;rPSvnPI(;qut^9Nc^@DIi}NM z4A-k|jxOe-n@^04tDx@-9ub7i^n~La^qc`2tGXiBVmu=Pv+Z}TSv(5*w$g7k+S%!~ z+TcF@v=jNBcC>3kpKI}z{bI!+$78)MYHAXY>o+HJu)N;$VElQHA^7^h0_Een0p zaV6AzLS8~Ei%dIL;4uJuN#Q)QmRQqHXxfVezVOo$ZstRUP}|!gvBFsOUHTskRh!+X z#@FOjVrygl}g%QbuM}$mhyp~RbTZn*89?D zNbVs^t*rj={$>v2uFpiDI_qAQp9em-S(_2$J98=R>6JjPjj!lc~v!+QGr@}U33wYN8`Ky;BN!132h=PR#?bq{0@0k`GdEg zXRN5@dLJjSyqf4>E?%~b(QmwwY?NQ8HSZbFr?sX^w3Z2tCnFB;b(P)zNa2~^dUTR- zl~1EaM;Gyl-PgR!^}^MB+Coh~EVP=>%Z%abQF!X>8a_HXke8nO7>%zT^UxZud-@Sx z19|2a^1ROd6^R%VknwJGa|>OBMY@e$ze_kdbG<*7&LjU)bk&SI^7BMp=vL;5(BuXo zyPeE&l6b|h4>B!_6vHy2k8pmyP-DL$l@;(3ksfP!rkn`gl;^b%D@aVwdy&EvC_X}T z(2CwW?hW8y;hUZ2S>bHv!6StHADKB;RG;S4?rDILx@RHXM(FAjmM+}TH9n(N1<%m# z=V-4voq*;^XyRX^@uoFS+7h0+PY>4HqUIv8-;DT34LzB9-eqN{kSWCAArj% zaB~Z9i-V31qM5HqB{lZigK;D)-!(KLc9}_(R%cql=hO-N_u4808UjS@i7*oS`)dAq5T{mF9FBXplA|Tv`=}Czh1kt ztmv@y@;K? zui>->-Z_{4$MZQO+SFQFIp)N7XulG%b1>QnKrT)2ukLtP1ay?hc~kL>N3;VyBqr`h zM{jL;CaO{E-s1ncoV6DYzYD?+ZqjQ7ym3F$d4?tY&8IK;N=4*Vn^t$?Q$qLMNW7Sf zrL{v+vyI(##?@9Uz-3%l5UaWl`Q5{N33)seJ;mFgyy}{s~0!X^DXCK zH}Of48O|4dMMTWT?__-UDK;VR$cQzBq|fO-MX&@ZoT80?(M(0-#dgAHD-cC95UrOx zFFFxkpe&&8SkV@=e*lXuXzsIeWh3oZ^-9YMC~3;CD%@_so;yItLgy-VqsJ5;j|Y1n z=8ba~RB_`l-^YjAD6Y`f9;$k=F?gv zp19zg^%DHu$fuj{V0T(ID~AspME+x-p|mrfT6(4Y3wOPzJyohaXBg-$>KYc>!xdaQG1jS${4e}y4HDP_O>eP;F~~?+ycw{P&|Eu)cLlgA z{Xyrl3u`qF9PFq6W3E0s6%Wemy0^j*S&pS>WxEJ{4n%Ul{2uTGI`iVG-}!C@mRN>p zb{2b!Oe~j&2NEe%TT{Cq(TwA~0jcDN_F-Oq>4+q&p@BchsS13lrr{cAj5J4{9lV-< z$L~PHy{GvG*?q<%;-ZHZM&A7FlLW$P-Q(KrPoVM#y}$J?MppDb3@R29@0BN|`ks&Q zo$+3;hzU)*kxM7!mz=w5qqWs=I@a$kpW&$`T)owvTxsg<4$M3NC zz#+H{%`=)4%1%e&DgSysGB*5eL~pz3s|3!h(+ z7a^5Uc>V+K*hae(p-Bjlaq*)1uGL!%onJ&|myymW*BZTpXGEvX@z~~7w3LuHul{Ix z7cKk?1rq~=nKzmk`wQ7>x1t{{yn}*eNdJ&?<-Zdv{?JcMxEn>(Nl6bU83mLdsdcR0 zP_MeFI<1)mjbFj@+7NqVK-FyQco!NtjisbTLMgaA9W(FaSVvSWX(0F3qiyBE&Bj*> z!^I5f{p`2J5NJnP9ZS4FmdUYcGQQM_n4;kGXGT-q75!IAlWsQ!pA z1@md)_0YDM*tiJ!l{21aPi%85{gEV;D3%jO){Ua;-Jg zD(hgMt5f8MD$Q4t(??!fOa{djy;64tu4mByTy$2|Czw+}dk11p3Ri+{?VQ>}P^H>5 z_2Ka+u|Ejw&w!kV8IwWTkZF-@BV*#Vg=*~+>1|h-@xl&X3$4MS^{$cD_hXR_k@X3B z>W9bGas7{U^e~J2uQ)${k2A=3<8zt$yED%(fWo72SDJVrB+gCnJje2H#f+p7`WtPG zWg!X(VKRzWorKZ(jB#(3YaTa3dcBS3ITD*Ijg6=x?mlPv{6V)zpddB2e+YSpp}(%K zWH=D})f>xoMueeW<;w0{e66PnsdAHRJ7z(4XZfbBa};hcJCpoxU?ca@%y_%xpM7u!Ot3>_qyx~DgBI592@O_h7#$onB!n# zukKHFo>_O~QQnq$hKPR}*{&sN$`=v7>_^uz*-Jc3>i5FgJ}arQ=sDjGf`iJ&3fW|Ayre{e1W;BM&lBdU z=8%dus@(X+2!8SLo0ZJ93SvDQ(a~FMLF05}?`kzS(sfOt8o|dX_)Cct&%^0apSElR zwR*QLXrzlt==Py^I%}f^>G&m|!_n40XX-rj%5oN0A-#@0P2jFE^z#Kz42cERFh--^ z)|1d*F~;P9XhEnW|Dl!S-0_Zi?+4f1x{1a2ch#c3*mX)|Re&dk5+zeHw$&tdKf{`K z5tH6|{c?)wy3990%qXT4pUe8xbyYkut`Sq;VGZk%<^RxRYa+)yMjug4>+?vVEBBA# z9=+RdHahWST212Wx~g}eUC;c)n=4!suI2`w9)?}iG_K+xual<2nzhr~lKzxoG#gt^ z0sXfa|0B?Maayd5v`4v*8F))H7_JtjGex>X)ob=acR%b&v)(@54^QtLlC&OI26A;Z{*=cR z+($C%B}96vTK}A<%Q^R0bvD;|#IFX;f%u3{Jr+j7{ji~fw5rNHdT(rEl;SR2FYJul zc+S5{h{RTKO&*wwc-a}Rt3!{u`JKYm6UMK<=KQcA=qm#)htSd&&+Lcboei;_H&FBt z|A~wQU!tMJv>$|Rs8(G9SMOPXM`$(SUuJrHy*4Zy=PpLvzfJr9F)~iUKepm6jo|Jy zR97_K>I*2&JZ7%1T73%jka1>qz;b>Nhq$kMU+J zQKS-MVjSA9f*lU?dO!%+*8}U}6Hkd@TI-#R zTy*L%A{^zwE&_>?$^c!#xYZe(-H1lEd4IYq_8HSS=1=iqagz|sKhO1+SZM=V5dPIQ z*Wy_29Mb2mFRSXpVSJK)I5d65f;JKzTc_^-g@U_`)60lGYmvnz{NWnDcN*CrgWARX9E9Jr&Z^zYUma-iEwN{^>l?)9 z-zP}s5;`kjFH7RJOXbT&nUr_*OY_+K?w-+RY8 z9@GS48EL#rnG0WuGa_ydU#Pza4Oy2z_Ov&%54T z?urIRqq7T0P4mpIL{a66R>JSM8^LQ0E!M~T%EJ3s+6{>gM`O!c?NIH67<{AorK&~+ zht>sto9Kq`OhXsnTmhxI^NCfjra1ldLoOx#22|E#Pa146KUz4COmEQhcX+u=G)ut! zr;z${tZY9#Cc``8(Y{tDCvZ*g`-}1R?mV5=_-TLB+diYrWFSuTGIm5~XNjc8!XM&o zs^~r4Iho3Wm~I5Ix#)Eml-xjC{js-EP!|$egoLu3P#uIURKsBrv0;S7bH|1Ox-{l~# zEaBe5J}3FdZ*()EytsGqSD@o;&fR~7PL%ig5Iw6Rin0RNa&J0gjXi{(NW>{+_a`dp7I$5)v87Z{J$N1Mxzt^jJ%wcCi zb;MfIV{I?+`n^6^To(C1_FQoqnry~jS6walATb~%7BPy5dx7fSz)%4N?yB&ZO z@?p!(;Z&6|JGj1ON_ZOX?1!Y@!_b-GH1v4KC=|7kNE_}@E!$D9I=&DNhCqu>W^ADU z#mr^X`_!V&Wywl@(xcGuh4wwxXUCoy*=7$tPDJ|u`P4{SV@Q4UDd{TC?!1ge&LF15 zhGSJj+6~1E;Qu7wL~-4=SoOp~UH-W0O#<_n)3&Jb>OkahN|2*e=9>Wq( z(836GbllNEb9$}2oU+`s>(d^oFS9nT_+)r~XWa&3bzz86->|?ue5#3#Yte2gtSE-_ zeRlErHWbW+ zyGOOfra^5~pV?Roci&tIPU{hGu%PW+o8^p^*R)-S?Eh-o@H4XHqAd<9Y3`mGo^zi=ZZ)Y(Cye}m zep=siu&i*?$`*Epn63<+LBxSXK8Lu$wLT~C%^Sv%P+ZgA#Ud!!h*UKW$Kyx4bn~!{ zc=RMxfl%;vjyqR*=CX+Y&%#F!Y*1%44|7*$_>s3OM`s=U39~0QaXhj|w@C2V2rd4H z_Nw!_4O~^gMwCxK!*s61Gd`lVQN|@mO78`@Z=~l}(dd03QV);cWk5fBjfJM#6MJ3V zdVupHHlv+%MurOIb8A`y*Zk_TD}AVn!+FL?Ri0H1uDE#7H7r#~gzRy7m)o&?vBZ)4Mu_$R#7Q> z8;1WWuce>&D3ov95=xal5$M`o0oYbM&*kbMod9R~clQ3wZFr7>9R+vw(Hm&u8j?-# zo<>8JDqfy;Rd3DegF$f|=)YzJ!m(J|8#t*BU!jrd3gT8-{46_T$~jsXjm7lv`gl{M zmxL#eI!B`jKM9FL1(4%a=uhu=(Zf7nh`98bi0~I)RT{3p@=QD^)|zN~=dLcpmvs_X z_$ePeI;BTa-x)0;qQ$6K(GI_t%sg zG5zG{?h78h3t=;xklMfemL?Xqfqr3fu0y_$=({-@V``wt)!<-g1@{-iKJM-vsJ zdxl&G&8f2UCS)8rKP;X(}{R^9jX)u`nz)P3ZIu$ zrtJ=6W^BbC2BYJi&{Y`k`UqDq@wGwDoO+M_pP>H(c+WpZ_ozcOY((D&{M-s!7iz+E zbbpfAa1Jf(HEQEh*L%|1mg;g*z>2>CQ25>!T7Qmi(*-#hfyH;@@!aU!(d zcZJw;8ENS>g!W>RVPkdi9-Uj$YQ$HpCAKT7HYSSR^+^R)*?i0AkJzE`0PqIm2NKns<2K%-+{1s6Szh`q1Ko>w?mAlT zL7N*rpA3&4EAUMqo-ovJk2Sd?t1YY~e@}Im$45Nm29Yc)68Hd5I?W)Ip`7S3KN?@; zERx4OQyHx+b7s~GBE%#p9>?8>(Ni|$*cTq&6MNhHO)!q}SI^PUA?UqMw9+b_vK1mD ziP2be3+VlBw3s4(Yy1~msEWmP$HJrXq)rpnhVz1!)NgDd8c&_2pWxnqJde*$#-`H3 zZvo?HHE_=RZ(8`zc|=!{%oH^AACYA%F?SslC==}qJqOZKRw#LhUe}}1&(4D%%V*`c zM>VqIQTk3mf6AU!-nx*Xbz(+mblwpm|D*k-%$ZZr`%wJu5pi?|($Tdbs4GF-y~LQY z8s9%kTnH_ zrjW8!cG}R@{i#pPxQ<80{v$kwBJV*>&hib)DMNl4c>o#~O+h9$>`>k*&@; zz9a^ycFzYq?k{-!iO#el(t{qZ8k;-3Ys<~VmacJ4sG}Fq-6Om%J`wf^x(RPw&Ol?j zYu2~`T_~TSAKIu6H7lXMH}a3*`FSj#wb8yvE~0ogWVyrGLit=%Gr-ujLi60=dFeB+ z?nO4v)(5OC5>!`m=3IO1E-USX9x@fF;s@C$n%JOgsOfpj#M{iy}dwUgZWtwT}5aoh$vbJscb?+su?~4Yp6<0`o-uF-Do$v z(CAn0U4d4WYuXB_l=JE2Xy|0E-yAa&7s^BXE-W#NSD%$ZyMp=DV2^osjMX-Z_A{aT zba>1UV9%lvp zPT=Y;_&5y}IysesvEm$jPe5j8T!-&5T71CM+O>*`mFK1RP@YGt7Hb-`{{z}a;dxq( zn1%F&*Yuk2lhNZ){H7z8GXg5>!^so0)CZf~Y*f@tjDgdLDEqPIQLc)oe8Aw)5Q|yP zKxFjYrvMlGq-#lH(IdvSOSGfwiS9lfRoEx7e(--=EJBscLv!~+o+^tjnldUCpxrNc+BLs>Rz$9Quub9i3F&?_ z`cmET_eA*d_;^0}mX)cA&7j~rzEK3L?d?%^JkJPqY7Cb2H&N&pdP#xiZ(}LNh?hF^o0IF8 zjfj5PST+BvH6Dd$pCI`caMlB9+=jFI(7Fu@b~y(=DiQB4e}6`A*<1}Wg0W{#Vc&Te z`LDTdz!`XJ>yh^W_cq5KtN8?2aPQ-7^Xb|*@X?ZZBNVj*{B}e4>3DKH`VxXw3i=H+ zYSe8w$zueBb!ehCnoa~gYxrCP+pb6Nw~>nMKe*QgG9#-&KA#of+>nLnWViFkgjzYD zdCn~8OGq5}i8a3UTWBaWqkNXRu7R2oX?%8V)`(~;2rbP+a`WIU5;WBIetkGsX)ocd z??9hDJLMC3H|cAWYefF#lMXqUhpx9(PN@9N@3(>(WiO~i>vOYxyFIRF2^w|}6k*gT!tD16Ff z(tBkDV?Z`0HXkBZ2A~1q>1V;--V&#;`T%V}lD|ynHRtyJ!j|s)?XD2M{@oeCf8!mR z5$Vk)xa+M}h0~!tQwQpsW4n#HCIpTiX!9C+R^{VC@bxb;tbzX|Lb4g~leEVA`r;Y5 zaM&X{PVXds?&QiQzoGUdI-P?1s6_Ws-d!%|8RkSHM-O7}I{uo=6G9+=f`zMAc5Zt5 zhzuJc)48tb{05#*x$bO7G?^R9dlTc|(EBmQKdml(M0=_m{RWwRM_%=afKR=Xv;z8s zzBU9ddLrHM#E7x*_t}^uZGHNFCVFj$O)9THJo=svKPi1;E{SI%H@LU0(bwkEvrYji z7UYJ*(Rflu`pJn-Z$gt!M$e^(hftCMxt_)fbn-Z?&%@8=>F-{@Pm1O5HwHvpo-W3H z2a!=eWU>gWA5Yu~A}-{^!&F6life#(Bt~iPLU?Zlu$$;SaRG{FL$lsHmB|v)l^eCs z{{Wwu!@t_W8iakw3l&}aqeEeECGeWNkUTaJf6nl{&d;>MYv*GTW9cU>ZS~=s_>S7y zu!||q4a~+h)nAXnw?dKlMGQ*fnQtL9mkSFiYqXQfw73?ka?;XpxPN3_9&_CS)u)aJ zk6Zcei)E{ldH}ZC#5qYVxmRbj)Netrn)KuO<~-Ms-d}oku)opEE+d70P_dS%t$IkQ z(f3tGif4>|*@(%Xof$O{UUlC46nc-3e9O~&eB#7upD~?8|GOFev=;IWs~L<9Ucm3} zBC{4gBXu2HEQnpybM8req}SLd^fGdHN5HM#eEb(WLSY*>(QGn2ZU`}^ zFm`hvsn;-W<15CHNXY0peiIFjc0)^Vq}T)ND2hBE<3rQ%;a*s_>T)U;tKw2_WUKe1 zbRHuM&|_<7DOBSAK}1g>o?Ya*3|LG`>4x5*+|OOZ~RX5x_f448Smk~c~G+t+X;ru2H`K~;b}ZprBhMgd}eBs*UJ|X&H7@m zbG)~F8SA?0{UFIv>m#-Cuq#MdRb1W}8@Q5JLu&GK&uEXU`Bx)aJS3SHFFuYWf`%w4!mf&5RpuKYLn43BPvyR(}9&tlW%jSioL`(I3|;S79g9kl|h^s)?PCN3%bPt!3c!U%q>Vm3744UhsV*=K4ZZTL=a18TlId z6xIXiOYHSG<(4GyDTfH&gV=%oLt%9txS9Y@?CuCw$h(47;W{5NFb=XT0zGSpx;Z?) z3JLijF`%(E6BFtfpKU09aNcJmQlb5m{H1zbhu~ai5%>8lz!~Dm z2l(F#ZOicW14bl^g^jJmJI6BvNPt$7^W! z@b)IiP+onX{vy!wYP5G04PW%T_BHP9#;DQGh!z_EwmOsH9sh2I_j7QO5Nr8@UUW9% zxKTP+qk%?fYb4fP#OQ*(e1@zr+`qVwtoZ1& zr>PX?+(aaF8yVDq+wZO(6dZYLK788yk(K?%--qX4FwaThRjVp!=qy~_;fcTaW(x9M z0v+L@C#^xjMJv|v0C_6TjE7!Xc`1ZF&Q0H zOGF4%(!&GBxni`gDu_BEsx|vr$b2I9)d@+?rsYAzxe?GIT#sBxBD?qe_aV*u_+J3p zpNXBPg}XhjR-)*(-iT4cMSJA4e2ws0Rg(XPPe#DEb(*Cyy(GsIh4wYw^+s~vSg!2B3p*PTJr*|l&FAu``hD&<+@x}?!bw;_DX3m)RMH1nd>FheKf0LY z6QZl3QI*Q(VKL>15JG}qfG1UjPGO!m=XWWV_82=ZXbkac*o7=2E;>Ae=0*_VhGU^` zybAXKfB!+xoro?v6FnBY+vpR6>G0}zJ`49AuQ^COI*x1?p~-$wwh>Au;3+!gFLb5# zj3@WtEH-y518_fjKFz0<#D0+NhUc8T);{j`ebtn?EX2?CJsJ$fe2U)i`V(O&G1qU+S6b`Yw)u(^tb_A z?1z1f=eaFtdnK`?2-3gpQ!~eC^Muc(PjU^wOnx&z=Dj1K3}{bqF_!fVPf)y5&Bor? z#0unGn9nni&?9Unr*n_a8R4r0@$fTx&EPYT`H=GowAzekS0S_U$a6b<3s0*U_vePE zOz5SI_ciCxZbs}kKJu(&yrO4}HRtfefyj5E@e%coT;3UwanRLs=xT0^%e-(ghyHRJ zFRwHavk0T@O8k8LY}+8F}B(XMS0yk!p8W*HlK z7(MQW&Ly<2eg9^7%w(+oHC7!0u6A?ZaaTD_21W0YXjNAb>5XP`crCmbUZJe_I8a*1 zRn%e|PcH*hw{?xkdc=&haI^|v9gM`bp{M-B>!(O)v)}f+`ubyIT+Q?tan#sb|64^J zhJ?S-(n%zofZlc>h5!8X4|1u<950%4zfREWYvW4~Cq7*L=C_C!vB6^>VD^Sz9ri3LCQKaJ{i8E zqrvFNsVdr5?cgy);;eXPIOkHfg~Miyv_a5c8R?b4J3gSz`cQP*2w++teTQ_PK|^PB z9?gij4bkNw{_hBn4~VVv(S?wYTk!lX zR7bPhj7B1?t8>P5tMAIVt6kA^7(MPFUNuHLkBHxO=p_vE?)bD*!>9WyBCiwH@_wW` zkbW~D+Xz0<-wDl)BI4#ldqN`D`Q2LFSpv--;wLWt^^AF(Fav%V!R$O*TMs`EjE=sI zCrUeiJc}!aDA%F^qhklC4UU{vxVl_#qv_8jA}$~fFELimXzczVyv+0pMiW|E4t?X` zR9UB!@HOH1KXMMl1>}(hc_`jrbTyJB%qmp#pgP>E-s^T`Hw#ND47bIR$2(}(nZPMT zg`s}KJmy@1NW?I$IkkYwW9YgCo*K^8Auph({^;fiT2ub$9V}=U-<*fL9kkIM->5}T zkG$d=)$7?+Xi+(5GMj%b8joMEr{hk{C|0@CGsdY>>3g62pZMd&?;E=Ft}<8 zw>h0h*%A#s#YSF3*$3BA{NLHkOWdjIdpd(P&@J5ZD$rY~(P*9A8GSX-xbVuaA-jFt zQ63H5Kputg+&EZeZ7g3kzt5wG%~aE*ic;8yVF}76I*h}IwZKB z`*r$wKV!o>?hE4#yZvw%(d!G!fGz}A!a7$L-fb*XJ5zD+*@vz}win;e1~qe_AtGE% z@ha3r?%M6@U^}7kE$uCbtFK%w#huy-=u#Rq_irpv9`=Yf>oAMR zgdRs?1<@J#^B|Q)&@UwFu+GdHhF;EkB-;gjXX&qeAV@NSD^V)&bugzr}sg7+p+Zy%#=P6Atw;Gk0R-&@O{#CDh6W@LS;?IeM7xY z6zGas{gHlns8^+m(P$x-PfjN?eorQ(SDXkX{P6^?xN#f`D?xK|yJw{MPh&Bh3bWA%E3`IZ3;ld~!ODXF_+dcI{19 z!)u0f_f_aVz;`)a`K~gtB?8oiBVrap)p_xXMN#6xKp->0P-(71S=euJ}}BqRi_= zUQbpXU)|Be8RGMi`&zD_gLa{R|3Z(-HM->W!qr9{D`Ip3+447Nykd0L){Y7ZUB9lG zXT8B)Q8|E!qdfN%J`J4#YZ0=M>Sve1^5bAjTd~~y^by6YIjW~~2mjfFKj%STL-3!d z$mAe4R0%I@>zzcMim2dh^FHvWoT;#kf5)-sWXP)|e>H)t&)AjLYck+v-MrFxjXt#= zwGAosfU-)+JQH&G?X&t9U5$6GbItm?Dqkz31`5})9Nv}=+E+k%6D(sPlGMrA$UJcm zewy)YA=)X3e*U8GM~=I>U9))#da7#lr3SA2*bFW!(z6%}?;c5GQCi-tUtmczb5#Tle`5fjg zB0N?$-gU6M5*hY8SF9+pEd;t9=jw@v(M~yIY7T&p&~Tc=Be7~>6+|!Fxv~`Av-12T z?;2&oGZJE5)u3!1Z5BiebBF=i;6qgf*7HnJEJbU$|6)<9TN=shylLobBetE%$XC(v zk1Njl%Sf-w{g##6YfM2zw%FKLNm?9$E@paEI^vpU*N{a~B&6ye+x#AX8)}7OqMVc3 z^w);#hGD{tS)Hb2fJkCW_J)eX0P?zg3o!K~!>zAB8qxbb_ z-mTk?Zzu~sJ(7+>TfvauV>rlzOcJY{WGt8S*iH>3G8*~xqOFv~)rQcqi#M-VNK&}1s_qrZc#l1~DkQ4* zJQvCs2VbimSuNxDg zAT&IK&g;Lf57gASE#)0l6cNqw4_SMKlrPQu}0o_ zpHVBHuZcf>(WNR=^>ux6={+g;D`z)3mZbcFWb}Um87a5*y=yj?$2&B$?t>*S@fns4 zJd=->lc0~9KH=L8Z|G(urlLH(+$W{9*SZh-ULc?B&fr&#u*|Mz^Z==iMdxpjOBv_x z2`fmoU*93S;q;&?Rz1<$6YdU%E|tR_%2h1ZI5Rr7kvFvF_Sm^s|%8`9R+ZSESBRoBSr@fI-77FUqyZS;^=bJ4jR)j(W1?WfX==oiZ zH4^-&ew1nx?Z)?Sqp|$hL~h2K!?JDCP=XdQvHGr z)F%S;a;z@x_cB%1j>f^k$r&C-%|C7TPXED;=?>uJE`BxvCCcdo*{O_;&>weiJj+ zx++Tm77-f@4s=XzLrYb$=5x?I+ZCX1IX6c&nNvg6E=Kx0&faZ_hEz4aA(}|yGe=2~ zh3Yl5FgE2zY$}3lr>S;mMWTNMe04Xzej9tN?^Q?HO++Yd=o(W(W9UR{<&kv|u}btD zW&~K~6EiW4j69n5SJV3{TB_!CtVsN&8FvzNxs#FXm(OY3a$O`<%26%oh3Kpj&y}V3 z&_=#FVf`M0ic(xxC5Ur8c?bQ~bXL4Z_pN-oMuZOY|LFELn9W2q{$UC1S~ZpD(b`7n zYrqo)v4P##z(lN0h(F)aa(y(klJ6HftFtoRx)h0z3Fjc z9)%Bnfc|@UO*=e(*2vlHW4N~kqtZZPT2sDzg_op5>xrEOvJD;FWA+zFJb24^s5ep3 zyojG$v^dF`b*gG~i~c9lyJGNL=NxLSe6@GSvm^0mcx?mt7(ox3AzVVr!o&Q9)z9b7 zPe`w$EB}5%TG?IUuPX6QXu1=TOgS_eo&KLgZ35T#3E{o$)o}F`X`jW{G@}&)-!FI) z8s92sDISKFRJ1k=-n+wDajz(K}~J<_=Z4PuQew(16~+RLk`ex~m4q$|l-`M!H~KLy-0;&wOHd zrCpWog;8@BIZs0)+5>;bolBrIBlJ8+gF3skfSwN!%Wl&CcYJUbZKrll;S6{XqTYAs zg1;v&KURPGej}_?Xop%h6!dV`_`93t(UMbh?C}9-- z!LC1|vxd1CVc)~IPHhWc<}~f7Ccy!pe(7iA_t`!n{R}A!n|!r#KUTv1WO)1=&OTw^ z3B60cj`-0XJE(vykE53o@T;8a=8O-S(Dx`;%KpXG%C2w}3|p*0ObVc7E9 zjEZxxtIv4zUqpdmXkEJ{yOE}REFNQ5DSFmhlHS9jd%brhKcVqy?R(|K@_KTAD`IsH zV}VTb`ek7>+zYBsn^g4hiz*oB>`TtA74u5H-r1GA9mKKi6Zmw7NpjI==B@Rncx#n$&tW4 z=R#FNi#it*f;Rqg-8-Gp*NjPdFxoqPVhrFUu5muvd+0M6wZ0KSni7GgV8c za_D~x<-&|Cj|WUa2A8})ql!e+@%r2Jc^b>T%_#gF8j2GC8$+eeM~-oo#SCa6Dsif^ zcYk7``BQ!e`pelBs@V0EyZT}4s?vGZ*zWki_;g1usQ7|U?4zX} zNGOnd$I`#*Z)v8h{P_JmA*73bxXzgzHfYT@VSWKiWwBPPr8D`{y#M~W7 z+l%~o9SGZIbPGcg}ay;((`KP*EQ?ZBIUSCj^ z$zVh%;dzI`LnlB{kk{0T8?EfVPgPe%Qe(Il$o;>4vc8+&+O>Nl6#rO8`Y7kQaRO)% zE@|rjf7?@C?#S3hDs*xfj+3C(GH7iHQM)v}32!~0t6UGF&vnG!EO?L3BsHKX;rcy7 zLcw?&yy+~S3rKO1E2nAoy*mG2#0zKBuIgpKBJw;pre=F64S?w6QSmw>z)O5dXA<@sU33k48;O@83!C#UP1FCT4sLv^B&-Dy` zb_dz$WOfw1Y>Rh(+wy%D_}6UpDO9w@L-QfetH#^7g}#)Tr|iYG*i}Cww({UK?w<5} zt!fcBqlMM3Pdx$aOl=JNrbt>lGg(}xb%Ey@HC-#Euvd->Bm1ge*AZq-RP62Cy}JGTr1EY}n=OpYw-X;`8(XxwPxE$#>g%+01PvGRd!6!LuHYX!4|5IOulN394c8BE2~Bm; z*5AhdTmp}^&}0n1ABILc<*;F$!K(qS0Z4r{HnE8q@fC>#!xmc+K`RrrsxxM&Ue#CV z?~0z@7~ks)8jr_am7zH=eAUEeI%B6XjSd=?QAU}g*O`m_ab{U8ZMAa22j=^tjEVUZ`)E)mAM@$OjuF2*tBRbqfbXW!57hN-O z6=OtcxKH6KnfHzPp_)VoprNGqQjWlx^7)i$r@Fe$`96l%Q~pAR{1idInb&^I%XsTW$3{7Fzwt$lwNIVdYX}z^Sv85I^)dc&jgA7$6Jsz>_ zIZx&%ZXAS?D6TP-*C>fGys9#PgeIKF602*`yr192|G=>cahMx<_~&v8;Kr0lPkNMB?eVv?dco^30ob|XwlH|3xOT;UuY%5mg45`9zW0?j!_6|S)BAwAkGzWZjj<8DE}m-k*(%nD=X=H zFtL8Jt+OsR(gX^&8aXK%92_IchCwnt{RUMTpNrudN^RjUvGJMDL!)xXm1~ur9_wK< z6S3Z?#(Unu9jCqS+lleB4Kt2&MAGzlWfs?O5N2RW?yN~~J&DOzjl2DbPwSy+k#}aI zA=&B3FFUeRZc{$5#N0tMI*qQ`o-npm2lhWSp|y#d9v>?3qnYLgc^|Ekp?QzMpq*(zK4P*NM!r}wR9HHSsh&$#@)5J1b4Rv*Wl6= zhvM$;Ufdmm1lQtFpitc1DGtF~3KWO1{%7y+Uo0Sb-+O0{-?=mAob5QY1e%1)c7UjH z9nV|obKg|XtgdRS$p}qjj98u*tGvz}7kM&X!JESHNukG_gf8{X{t2vXV-iL3&mFw}tD@L&Rn=8v%bEOzn zoqN;4Ni)WI;%ewTjIx?*yW=~BdCOHFVpUQvc6QKH?)&b(MQ^;zRu@h~q34EsAiqJw zow3(x`1*Hez@K8IJ7{i{D}e&NE8Nw+mu4_xL1W0?MYrYQznu{p%R#q#3CBcF>)Zh& zzcIYFaG&bB_1wCO27<7iZtndvjImPqt^W^Xdz{!K9Ed2yf*!6vf9B3QCy~-E^f!yy zlo=Wqn)h*CUwq*{{7-ccmJmj~1K+AN8jVc)I%{Jk-ZO?sSqN=(=l4LoRVONG`F1RP zU9n!CA*nFrpOyPg^I2UenU3Cvu~Jj_;;uZI_rY}$#u@Dn0~L&_R}8*x!v6z2Erh=V zvCFQ+i-)d$xycLx=)dt!+n?&FyA6~*(+vb#1V}5*4P-o5mTCBr5B;J z2O1iK{AOe6W3bkb%+&zN=;Uy!dl$Df4$w<1r#;HUQ#I}g za%XjQA8F$*=}+KZ89OT(B^eRqf@@!d|EG=rK4^doN>?@L2ZD|3l zW*B0`O#tQupM>~8Tr3-cQv7>jwI40 zF+NjvsM(J^bMn9TK*L;xmj^pt27mjJyin$j_$_E7{O5FT<3#s95MJCI z-`ZXx^AyIM$idp7A)Hikhqu%GjmTAJ7&VjM6b8Cyt12@mdPh0{iM1r2cV_Kh48Kz+ z_z!&g2n*YVE}L*&D(oxV9Z=Wurveh2f@KHt@Bb>CZ@72ZXx4@5+B=4^TS3ntq#S^y zh5Cs<9~xHTzwzkUjrW)gCw^a*|!!E z;ihpiYCzv*?~%;%Inhou6c7GXWu6?nX#tO!`F9}KR>bR8qmRT$BG6|*=kaRcTBhW? zl2CAiQ8%HXl5o=qf9Q!_3I$sgo&$)J%a|*@5mk>s=Te>?iJ4E>+kMeH@XQd-NT#xBMq z<2LXs#PUwAA5qMDhV8Y%x0gZv2G$CRjlZOBT)T+->Y+J?Yqefpg@vnY-wUpZZuGau zSYIH2ukjSyip7UxRb?1!E)q$GE&YI0VnD%ZsA_^GOyK#T9{NHu7Mg7dBJ^oAt~#2S z$fC8+_Hz*_LYYbZ;l^O?zj0SIqVrQUe;aOQVU>#hihGrjNha=A&w1g`WJgnLd9KVt zr>ZkN1;5dWEqX&Q31wA~a1SJV6>r(;^Ur-qTxYGfu!H?@{=4@_^`u{gcl3eJv`DBk z`pWJaf^Bg79u03JQe5WqUOpF7oLlS;8tIu=-m?u|yeF1CWX>~4QoEJip}PfsTg~s6 z%6j{epZdC=-!<>pyoZ+^NO&0U2!FGRIN-RYy^%85KrJMy+?ZM1^TzK$0Z^^(oe?WUKy+%iVKh6*75={uV=>^1DuZzQ2gzr{Sn0wsam{)iTDf zaQfyWX(1dZAzBTA`Y3R#yi%QgFUOWjpp||9e*!cT&p!@jRq-?-yiUfd^;XgfnN{Q8 z1IF=gW~|U(v5;`6xrg@*=C|(d(p1nrmOc8@K*Hs)==HLv2|+O8wd z>a3gXSm`y!UFz=tZH%ka2Rm9uw3>%}9%APspyyN}b1w2yE=V%;t!^jk*LM>+ z?(zC3*j=|%Dkx)im1XXe7H7{U$Ra>~JKK7cc+9Jzcpz8UJ2##pXsM z^(l{TmGN+9K<^VMRll%sxIXSKV#=P}fIm!P_ts45(~dCgDJL;XSTTD4QpI~u`1sFV7?=87Jt91}aUMoqBiRX? zM%BzW@$znP+KF#YGF~0m{O7~Y3lWJ_i`g7~hVhi@W(=lUe0#_p@UI|~TJWRJJL<&t z!u`KO+@0(VmXVLEb-u0Lxl-PLJa7CLbwVtKk1RpATX?FpAeKyVMe{b3%Bpa7!!+PZL4hv|?y~3M6?M?yhpk)xFs#D<(^t_cZ zwz)sF5S~=`BXnnVVbr;WvXTZ7cXBw(JHIgisuPzkATf1Sug~woRqTr2RzN%HSeq<$ zmq~SKjfF&(_$@L4JT2k6q4=NvO^$qTqV-hFd$0<{ubI)o)AC z?G&Uq7VqeY#(zU^I(2U2^Lcs0eV^V9$No1M)gm8v@4@C{xJqBRr_tQ=FdyEz%vA$z zy?3d;kJ-@F0A`7Wbo27fAf8&up|}`atTOi65F;O!LPOus(MPD+1idL;fvL=qvsiX~ zW_yGdYQe`*IL_`m^d&}m>cKsEpfnErB_+xUNB&RuoWIMHIyG0s#a>hJG-+xSq^oEp z8QK|*ZiQpgk2p5SXd&sLcp0(l3w&%ex~cI0ZX?lR(6`X|UqZB3*Pce)H;Kp@0k1jB z=lT8a@Q=^PR^t6t@PP4HV*&Ji2zh2?=A_Q`ua8}>adt@-{PGv#m-fO}bIm(u>4Kzs z@zXumlRP78t|q3hf|tSQAc~RrLY;rp8o9Q?*JRa4p>#EJTkj}-gqg$mX&K|bcYn8| zj8huDkHt6o@mXOsqki?r@t}!#WkqAUXD8OKf<`?-r0aqF{4ZMmf~1QRSyb&g1Knrl zTXlhs=RP!l8Al@)QoPP;Y3%>+H#RV`;9lE$ey?UlFsfRW#$*VxP@Jm*N<6M&WP#^%c)=f3Vlx)7Z|G!oNxt~du(9q{L;@SC11 zlrNZoDDfVzn1^;p;}<%Sjf<7NhQ8fI9-;S*W&9QVULFp=St`Bo8};A$jzroaX`#im zfrH-sv;-=$xV~bVD<)Pj*JZ{%ibZXL>aoZ!J~GQ_gyq(Z+X=lT_9=v_zt$70)N8Uh zHnbVtOyskNaL@p4&W6h#jC##@eGies7wBHXEWzI4{{>H+fo~1=8((H5*q(3q;17SH z&;CYRRUPs%qEB+}eGSJ?Sx4<6s-z?C6+&`DklQ$@E9O;eJ2(;M=Oc7*%kR{Q;X_!4 zY2oqrz$awSdyj*B|4E}JRu{z)hqp^el_utTS=eghMBk_M-zEP&K`a|R+lBROk zcxC(~K~f_fOWL>^U^2Gd6B@fZhbEGHh%e+R`r2I+3i`Ql%dsLEyxd~G+(zZp*~Dvp zO3p0*@pCKWlOL_M=I2uQzzJe|AE=3q)P;fi!Ch&U^WFe!D#2Z=oJDib9UqiQIgF^j z6^l|nLpH8bKXa{^+9SWe(dJ(CRF(0F;)||MT1?ygl$K~bwX5Nc?%pCPyV|E5D&PGQQxg)i$_!&GNasRgn zj2##GOv6i3V^c|;?I7fXv_#hBjMBsyVtHJ_oEl3CVbpBs_g{4Q5ea1BclFcnMl6nr z#L_Y5N2tE*ll_Ixz-mqGnrVC}?Qbu@YkDHBY3Ms8-Zcu%rRV44*jNBMR_*r#tfr6a zmC_m`V>2Gw%2?Qikn&adYYsP&xwfjim}WyZ!f7}ToeQ9MhR^r2A(<=opK*Mji92pW zT~zqLWwe2W##t+Fw7xe`9)}o^m?!@#?m5Xg6_`a?bUpbd3%cA5eFwNtnfVFerUzD* z3j0rsW@ox@#u=Y)6!dBTFX(4DQhVhLKjjW9%UJy#ggg5Z&PNbqY9Qee$T|h~otGI7 zVU_BPy$kzHh!3qki~e>EWm>d096FR&eg`S+ z;pcJgOdN?(V!KPwabm}JuKpRS4`Ts$iD~Y~r&r-iJ|_x8ttMRp%8wXBuJw zS&>0qKQX)UY}w+D6>HJq3v5GsI_hjR1j}y#{aKw0u>c9~^SbdkPc!Y?<}i*xKfF3F zu|mDyE^>8F_m{2B^J+17JVwe-;US6prQO2M%fdxFbi9>O{w99RK%%?2NBKZi(5|Wh z{zK-fyB-2x!@PdeUiWo)ctWI!ZN#Q%%yEtT{&qjWXz2DYB2x@^!BO2?Ygf7yW5x-t zWLDL;aLv^dZHDX7%E4WbPg+M{*|oW9Bs!CIeDuE88>ky*EI*z0#>Ga$@Jdz31;IrQ z=Gx&pi-zbR4U|r0#K>rF8{^FN&azJHmvdKdJTfDZ;t%YihEJ^T`P=`nt0P7@R7cD> ze5Z=g2}F+F$hECkaW9BlE712JNZ?0i{nuTI3VTIY7=IIL^#;~$L5}&^d~%@oR#qqoZjB^D)ZpEnA-HW0G)SX8M&+vfw?!___ zoef03bs1gziKX!+;po<4JngGjW`@dm#T+Ql$EWq+I36|;3A+DBXKF?wI@D5N8g3Hel*;rAy%)%LUZ7K!u0sp)!kR1TD4HBK;OetF|TV|dm7JO z@Aet6%X5qt4Y>yT%%UeVsS9Njs1&|#8Z6>Iyfw#rzw%90bT=MN%tq7daa)3@v5WCr z8P848VY)lUk9P+(^=?uPdL|-E2s(}j-^z$=2{(s{%>|H%I+0yQriZ!yqfv|1%krtQ zi|=@cJT?5OZeA<;Tke<8-qn;9@XAKWXP&cXH}QQt?~d;zvJ~>l_6^j>X1+Aoa3dss z7LDzM)5&l#70(}H$z^Aj?5?n>z!T-Ov6Oo`<65UL%ES2T)5u_V5a{igQv`_=#Ura= z3r~@2X7`M2%PfPiHoa~9;5X9#XucuZP`5Lk`Fuih$`1TuRHa>v@Xb|zA>0!ayBXw6 z+euK=0=-rC`$$cGo65Zlcy=ct9(=&M@;Ec01y(y4{SRfFy3YBogB6@ZI=fsOIFH}g z6U(%=YQ{Hvi3wp?zzAfo^R%@{DizUStvljpMG9-V_6mBK&sAOcOr3w;y2H8l!GxwH z+|Q>-?yWnY)N;4YOuXa9;5jx834Mewc|u0+*8B4tXGscEJr+;Dr^Jb@+>@SI+Ztau z!e`5|M#aeb=s?vzXVGPAMy~5V*GG|Hcb{I?HGX4fqnn1fLaHV9l$4Rxogs>?>=fT+ zs!CKLU5-Q|>RvzBIr5*}uS0hH6)UNLjAz03ZlYdP_rMKi?yCG0f^3ER_Y-o+ z!c!pt2{ttTStM*o{cA#rI)j*TA@YyP3cDb(J8K-l5T5+o&{+&d>grxt%i(FB>!GUg zbiIV%3In(^G}rf8OiFmaz_;2{Y|WVJNHzp5Ohwl^|Cr7H!@Xy$oSw+YrN8^FcQ*ET zDk7PxaFu~^3tOLvG*>`rIsADxx;_bA&5URmiibYn`ldwK1^7<^=FuB&Yoe(T($@Ku zCmS2}E9f3wa;+F{-L#K1mk&2La9%F^- z1(2TS${g3`)y9+K*{lA5<|RhpElsr92bCeLO4GQGWD43+ooZ}mID!piz>5CCTYqO{ z`OsRlxDYSc>e$r4U9YCPU;9X85bXM;M!wwuRaBxt*@Wa%1-_qhc>;7tFmpoYu1KhFRPhp3ij~SxY57C!FarHEizlk zJyVGwDWU(oyLmjrLX^Sujysa_Jg&r8z2W7(@ey>U9gXOz6RM(kKw08|uvZ3PJwjhT z>Dq7YTSP?T-=P0Aqc7p}^sL9KvJM#K91`URYDYl`d1>9DNj$E_v$hb;&LP2B*w|hy zEe9*NDafmc-`S73^Hl+Kb=_SNwK{#`-G-i6d2DPv82j3d4Jt!r2!Bekj+}^H4@2HT zM4Fw;%F*MeBL)YWtsklkBkHrO?JWs$@so)|*9--pJBb46jK@Dnjdy$TAu z=6o=IciZ)Zm*6ZC^F_v{c4BEWu*N(du{HYXg^ldxo9^zHD>U*GSXFB5DFJ%SiFWQG zzhcJaP)>rfZHpUqAd|b$MRY}8bfV)@qDDL3>dH8b;pWJAKpvU|l8_g6!*KOVDq6Cpg$Osj;~pL7 z7^9(U%ktx0ZL!PBM85m{T}W(=iyz%3&OAp71Dt~u>?+I&#(kNgl7 zE$svA*_jdf4T6tETqpbk?FlV`i-}n95O~x%&UN^|Ry#MHhFw{O@=5t^3u~bj?gnpPD-LOw~;H z>E}o7>m8SXxcB{y)S^D(gH`XR<%;TOHvrJWo}cZjsuXr%spLXBDqV3}9e`5X*6m<` zZn~9z(QWEE=Zmh}iJN*&nDB3h8h^JZq7oYpa=@Z-Hh)~(N}t7D1G*?O(I$F)u_e(o z5^cWh-PAmFmgYDd{p`!w?F#PZK9b0R>`qh(c~b2hnmz@PFcCXY`IhQ_at zuT)!lezjOSh|qbbun^Rhb19>WKAI|>djG726E)^WJ3Eftsi=$6eQkX}^dz;~HEjBf zv#Cd-{`GA25H<%!iVfMs9(Zm@-c3&ySRRrS7e0?c06i@E@C8rWBPU<&sh=D=xD?-+ z75RNwR_hw_%z+$D4tQw$pftRo|0a7^Jv`MtINox8W+T-puwp!hY&^{N6zz!16~B&%}dSJzj3>^LboF2{sVO@=}yHPtF1HiwLAX`OJEEGVc02m7%CgTz%hS;Dk;cL zSvqDQ#J~cDG5Q&dcarNfo@OK_|C@VTC5D%uEQU={tHM8UFGH)i+tQ%tsSY$XF}E0o ziu5=C^U12$7wF65=&1B*w_yy0+#<$T0_OY3hgWVDl@ zCd7Q**%BsOtvmH#-Qtzr;7~-}{#7TIykHxrJB&4pa|X_rDkbj<10q`Ocb4#7VK;;_ zGy!o}dR!$!rL#TC%#xCPA4%W^V>}SYf!2Re=o z$Vrw$vVYl%;C6ht{+d_7cXLT~UXC^cr+H(GhDo$`TYV$4}H~*(=n3XWzwo zqaLrE!g7Y9e2V%>=;ZV#1-=V^DAqnb|L*`h{6GS^#|Bk7C0v?9Nn7LqAv~-%K#xNs zH$HP{M{0~97Ab}>g<1?owlyfYL_}S4ucVKbYGb6^MH)HBIrzLbFL=hFQZKq{NMWJu zQ-mB&{U6L4irmP6j{Zy{Y_nw53H+#GpIciLk7>$G(x8vS1?M+1+bsJ8%jhsXR2w}= z?4YN1!e7y2b&50kURV7h8lIMn1ykR~3calDq1K8wplMs0av5EvOA0-S`fmoh3ZKHW zG}sqSU+Aa9Dg)8NjBPw`NU;=4c*3o1Enb5#_boy*f1JSi`_AX6CN1|X_CM-^S*67` zRHfL}Q4(n!>o?pjHupZJj^-0z5%<+X-~6ODbHiIm#!@@tX3425JU9;%+wW`k)H@ks zojv@7e$XlCZ#nqgw;8M2;wD%yxl|9VP)!(m=dxL4dkznMTG##hf!5mn44>2)@7RX; z_X8R;l~#~1Ak z?`PtAF!l2bv7|tKck+zeyjwyh0X5E8UGry}$pK)~0L4gJ$+IwL5yhk}=jX{?VN0`| zzHmo@B<~KNfMju&@D(60f1}voE2=44?forcjyj1_4ed6M@5}q{fT-stcNte9(*~|< znX@OrPeXHQByhStzBUs-4_H{+vS+S_wy#Of5?Og(=L+dE1c^^uUXCP3|GP#MouNI#Dq+?6|IA>RA#KTE{sRWyU z&}r%^PEbU$!nyg~{v(yazwt}Z5e3TZ2qTMuOi(U4AQvG16kvO0JKNsPg*YeX`QYh) z6ay*ba(P?LS0gDwc777=DWUxYMfdhWgdQ4qM%DwVWoa%ogBuW5($NpX?mr$7yO5$| z%=$&mj!#OZsJcgd@d)vJF(m9EY>f+mm z+tnpZ-CEGQ@Nfo~Oj#-%g(9Ad`bt{FG`ZStLL*Gl}86jqHvF}sGjhiml?cI$daehq#L zX)ZtqVLJDBOU$SNkM(KcHF51fyNqeuzQUZb=S%gnW2VZWJ@g-^(a4rgS{}>B7*`^X zy}c-A!xEyLv_EVA9SfYE8*}rH^(_=!_GQ5b^ka3Kii=y(F*GL)vGj((zTgq$evOP7 zV0dA7rV`1P*S<`D5RxH1UPaSv?{Ws}?%s@=G#1qGVwm`8k+4j+4Y@LET2!`!y9Twj zssB=&?iw4NzedOuoPWy!(YLo>-V^MUB;EaZ8Xe(ZdMCG+b&4YgE@J`D9(`Heof6zW zCCo8|K&>O|J>0P>L0I?$sjvOLNy5N0u5)g>jEbS@wofj@L+U5gT0p9=(qEQ~Nu(pz zmL5sNM$49p1X9J|Mug4!_eN@R{zj#-1+(lP@>>>>85E8=cauSZ9}|574cDk?tx8$> zfz>TVGmgBuJ|9zmg5l`oMI_h|>f)}(_=QKGXmnQX??^-EXP{$jP9j7{kv5IdJrkn2 z4Dw<>+|Uo0k(B-LYF*u>3!PhBET4M)y^${M329$RA(SC;IpJ%@o8s>HN3BYW@X8&y zE8`;I_q~0GL=;!-T1SoGvWnGs zWDF89!Dn>y5>zXipGPU~VA8K;l2N{SL>i^sHr9B1_!8`xB8VZMm+)iCiP7$~Nf@D~v>j&Pt~)DT201oln-J zWeMTyOZq(xy>1upXDM=(y*{snM-*dn1J6hO&dwMT4Sr%AQqY87s^s(rsQL?Ut~%2Y zYXpxm>Qp-k&lPsISXC!JB4D_CNW=5A66@x;ARQ+elqPjmtUY4xm3w93yoBcbo><1S zRVRFYcQv1#pdqReUHXT#Hbae0J-?WOjt{gm_RBNo_kyWF@I8lZdWGB*k=3*a%Z7QN zkMX`D7x{hnc8kWEACAMGlG`T{E%zAtuOKG)TK*N=QvT-5Uc+lXy4*v^Fst|v+x`aX zwnr;a?^1z~Hx{jyUk_JQE0(##$4T;NbwbGZV-~VpyFN@JG9+7q@#wZ8%{D&kO==M5 z>9+Ne?onu4X(*R&CaJoYh)Au=Sdb7sLxVY{vtq3h<#nS&P_3pD|Ep|&G`>|ylk0Dz z%XBW%8HT1}*V&MH{a!EA&V)O<#>ExJZo>#x%@{d+xZ2?bugKY!KeVt5O9J4Pj04U& zsr!%|n&I<4yZf{ct02Z4=gew{WNQF&#> ziVh5Fn9|m(t?wlsOGxq4XQdUkErM@!RTV*Cwz-c}p@j`uE4o-D*>15X`p2Jer@S$4 zTk795HJ}jXSoLF10mAZxH!^}?uNxsf5tlS`={#~mgm1tRbRXBbc449i#6nN z9t=ACm;P^-i>RJKbHf1Yee%%ty`w_sSfvJEDT7%rlg7`)dJ^}H=NM3!n|uCK zWzMW3J2HId#!S5TgTcXb9PQY(P#ArKNgUeq$CaNaEV+FAIYMMc+)k^67N`S0HbR(& zJ4}?BL&+3MwBFb5I6n9<2ZX-#6dsq0v)w2Oy8iPP|1LA{jd&QZR)uO(z@Ys!Q@tsF4&wzd1(j~c46xjuQ`Zv< z+hTR{&q!~{z82DCxqbIDB0UmD6MNpYNV@GfeaQC0m|8-SZmK_IRY`oWys9YD-V@+E>3qQ>T}cBQ%e z%UwM?pO^B0N4lc-4`?^m^binFipei&X>e-K?;4QdyU(7+$;K`;{{)_gc9Iw)pOBqB zw=F=>2BW2=lEV7S7RbXv@&A8X;BEob}2lA~gB zXT-mcHzJxpI82e^ZGbN;LUP(5hL+2{gE&`|lRnJCt^EC~zUn6TyYb%Sp2nf*3fscD zb>RfQl@3`g6bOKNMA3cuH-(-shHCb2tJ;nn6> zRkh#gx{p(U{3TNl+73wo!fW6h*VXfKM*j&?n-`NV0I2it;^DhBYfvC7)pxStoJjaI ztk&1CM}QW;ksDmj6N0xN0zrj*+@S-I=4_deg3@9pU+2Y$vFc#y^7DQv zLUJ%KXg{_lDp11r%d8i0T!}{0bD*vr$h695Y0TZJ=aB*T})kbH)_+?#jnEV z@!OH^q?ntWn{v-f5!R-{#*e6bGRBy-QeeJ24M}%Z{&MT*eK$j29%T{|RETPq0yfrY z77|?66J2*PEeI`K*Z|qvD@|St`k!vIU(y{9C7@WKmqp#_iZwk4jhJS+ZWcArD0x!- z3o-;{1j+BvgLot*?WFCICD9JqF@L`)*k{9C;sr0EyiOsy;NA6r;xJxaU~wyaZpPrZ z;f&?2obHjyFA6`>Nc?NS85-{1%AL%xU?jIU3~SIODo9tpeM$E#z%EalGP;5WWuS{%5$-*a`f37D? zUR+#()fpoTivdF4T$>7kb_t#>_;eCZ8anrF{wC3==$^99@g$q@ z@U3l3-aW%9_d6qPp!nSxq%7+}-)HDnnYGSW6M{oIqCBC4^=P-pVC5_FEqxXtA)dot zTQb1@RHwOTIAl&M4w;DJ0OCU5zLt&GPFo)Xrlc2V<}@5BIX0^9luWSk;<-$DH1e!1 zM>49OU6z7me5*P*FxcO7DtEwRua9tCaAVIwqnPmEx$`;J^V5v3maUu=wtF3I&}3o6;#Mm%i2MSF;Nd~^3dFtEjGN%PVfm@PyLTTZaMP0Q zD04C6+tdAbQ&ndwDX*|$TqfsiT3ckRtuiaA-OSqF%qle`ZAk7!RBLs9u`>`5H$A+` zmuq~j>&Q+U>`nGh)@ZOkYRliDWG_?wDIf~x=#LLM&(j}2(m^xV;UO#+tqH;X>8}ue zS`}Tlx;U=~p@!!QZG&Nz$<>&I9itp3*A4A9$I7>f^487is8RB8f(NIMdNXYwRYwGW=TR7E}?`36>b<7rmJ5k^^&TJ z#s5CT#qhaDV?P`}{XNP)HlB+Wa~R-)MfU5^@K1>xA9?%CQE9SpzKm=4>$vYDQmQWA zJt6fW!B1EeBwz@#iW6g_Mfyk<2HPU#K2Cjvb@s{{p!w5HE1s465-FV3>mrAi_nmfpmLfRg6SA4|6;ZToZAKJ@7GKkARan-&zkplblB zX0QBxQS#T*89R~ywl*|Rak?TRAmUelnCNh~>ZXYkSiA90JfP^PiEwcWkV&00Tv|CHH5NZ$90;%rV1##JA!IgH6u4G>+7 zxAnhmLB16BiKvVq-K>@DSZn)J)|My5aE%qgUcJ&*N>BH1!%^)ej1uOyB-WbyTdRHyBzws9{O^DcFw%-N=87^kf?**L|&6o8c<)XgWs4Z=V zx^KIfMn9owfb?&%7zp{+G%1J@jt(^o5e}th^QBpw0Uwy2FjvhYUlro@Pz69?Ka#{J zF{)_K=v?w;Hk6JRKVYTWi)=u+f@ z=~bsju8;We;4zak4Bv6<`{iYwPW9RKQ-@^H10w%8Xi`0!(IwaucL%j+*XqgfN&oqe zUSH^1Nz>_h^1|Go%0>SU%l(~lp6!{-mm@tMF)F71pHW$`ul~e~bC3Wkx=j?%Cxjn& zX{w^Lx{sN{O%<}o7{Gp!2t%HY<$qP(sjXu3wV(<+H1`~qgRW0Ub^pph%Y#1O((+59 zA9Iy&gkOkrn3t+&hQYbQMkgM;!(;$mBtQ1NTUNcy@XsZ(T;2}aA#`SkD-?Ffvf9H}GDE4Rft*kUX0s?9xVhonN44+ZNa_sT9%%Aizm;9vzw(q>k zg`LA&yY#FYRqJNI-C6tH5-sl$*yFfe%<#@0OnL%y*L_1W@8$Fv8V_A(`u5qq>bt4Z zFA=#ic5e$>_Lclj-7=aWkAs#5G~PYBSqvL5VmqHc)GW&>%DF1WD-im(Zy00_oXt!L zsFSo-zJIk44-3vONODbfB!gNM*``_2pj}h7+ZW~TOI2s}2VMOuqI3jDPSn?dx>q+F zN;rF1ushi$OsIdu#H-X!TnvjA7w-59J4*}Xlkv}rpIfIr|5`K7M0FAZSq7cyo!fr9 zj?6?um1|VAqs`=;S+eZ=B*1jG?)yH0G37auZ8@v)TZ&JGcq?T-3k+s(*?kP5pR0Xy zn)kO!DOp$kN_pD2%QhvGr znjlKV5l7pomtLvdq-tD>`Sr0Xx6zlmvC(Eib@i^Ze!{}&M=k0mjxYT&GmTZQWwY+x zKJCYXA@cbMfzW&HyDz%Wb1yx-xuWOsGqAb@xMkz-{ZI@mF~UT<0r%b3N}dY=`>WeT zPkYK5hf^U9bN$;s2aBGAx572N2T~9}TE3OQ)cCf*uOO%fFbBIf&xX`Y6IvP&=Vl{%$fTk^!v8Zs}DxN^y;`Mz^v-$7FrcPSODD6$jvy|XsIMN_IBCNU# zx|N^Cqod5rw)Ed7=(YC+##VmyT@C*T^CEfx82!er8E!SY2opZ;3T)6_m~h?GN9UiN zJYbsdFH2>{n(~KSSL;%Y?;QTU3mRK&7H0n}*jRp9>2aKt-^aez@`9rjt2ex8zJXuTn&xpI27x_b2|O+ zWGaRk4%fS|?V0#F8h~icy+8_}?BnP@oLF8=>zbo>&Abt#PzXWQ1*NU>PI9O&KHf{e z?FHwuvIRY#SmKN4(ScBY4&}6hQTDQ^S5Gr&wvAjIolg5z9 zG;h0z0eh^8v$<~6FuO1ZIbceh5X{$#epJHzq*My*SJN~kV>OFlA&Y%r^(USRkjgTO zV$T^kWhb+Crznh-?yjhbLwt_Tn%7=FD%Fx9NDm)n{bH8n8C%>l^?N(Ib~57k_YooW zO5}#O@qw>?jK-miM5G{sDbf=kl0m^&vPyTBE zFOzKSlfZX_wtLSZep(pgY0lcNZYIXTfK=k4he(F)_N60gYsUcb@S!MTF@M5WGm%yi zR~{$K^0Qwvp-RY?<#oMR2D~WNgPb)73N>O;84E`L$F zOZfc8Lg(X9JROQk^xK*{$y|0&5X1_?myKvV+>QU>?bmTlWv5KyGf<~wj?J9(hT-7v z^?#L`GESJ27wA-6$=b@MypHk;qz_7`<9w)w+JqabT&>-^G<9s#KjQW}5o-S#<%6gq z@l<k_$$mlp2~U`rZ<$IK)s5bT9Y!*+ zhJ72V6Pf!3r_c^**gycZWBvumTH@918tq@wEnz3_qjg7Ci+exbo#46n?|uWkF1Sh7C3$^jLr zpwGk1DR`MajF>{A@R#jA-FVGALQZ~tK(e2VNgGNcP;cbN1__ZO^`>; z;H`@yEt~zAfE=K{YHVg%{P7E>(DQnrd6ApBJRaZx^a=BilD6dKx{R_&bcjrkwje79 z;Y^ui9|E2C$Djtjp(3L5hPrxm`0V`opOy+ZS4*>g2%(O6F;HcR9}lzp+j@gnKT&s& z2BhAP=bxrN(pF+>@yZShX=C=w7l_Mz6iM?U#mg+jL4sY({EF+C$+YR7*X}&a{tWY5 zqA;w4Rr2sr+hOHbvd}9_#Og&Beb2#=Lf2$73KO1vt)+D-i<_6KQpj$e4ZI+$cMDY& ze;>mwO8EL&vIu=pJ0#{7)n?4(jXzTQ?#4G|GK40B$crd6Q|aj=ewUGzL*Q-POjCEb zGf4BV!F$2yz*Nmk{)u#>galj8ABM5xaVFD9@rr_FqEPjo2mr4}O{)#lqbrd5+>IDl z8O<1&_oM76iwG@kI_$CW$t z@l~+!P;1t*;q4W+&%(YzP_d_L-Q|Pid4ckT7+hQVl3R-?BT9q21Xj1l5f>6zPV zZiA0~?=|5WR*q07{KxLC+3z0_Ni$8QpYM54vv{38pRxN+!9N_ficQd%3BY=SGjLc6 z@(M8wNTOya&(MDz*8GTE*>tB;(}&NUo~V3y9km#vsq(Mr8MTDf1XFaoBTVxO;4W#Q z6nI(gsk}tT6EU}z_Pg(EQ>mH+(~D0%#;fUz)vEV=H34*@g$^GI$ZE9rwQq1F>>$vw z4u<_cZ`SDb0#v5+=c|r%KawO*c`;+Go?8)f9-(Bgj3hZzKX^qCvi4SJF5`{yvu9_& zPBQo@Z!}Y1Vo37$8r8xp7T>{WHDr7I*-XOSiJ>%<#bc|{Am|wt*VA5&j8~SVD@MB! zP6HWjQlpV;_C`xSsMron2K$!sPSog&!YirC3xSxlJJxy87}wi8Y&ABWFe2ULxLiOe zOQ;yh_Hotv`JUOddb|YJ_9F1hpz@|f{oUt8x#;AO`201JnEPfCkL<+KA*m;NBp0EW zk4R^a->Njcih7(xqP+CEEomC_FGCikdIDt_a<=tix(&q&RqCwRx;$H#tZ?yX;MMZJYRh`j8tDIq*4r&T33*5lQs2t^s5J zOkms5vbsQhX&fNyALWQ7*?Cn|(RQ!G+~2o9)?E`uKzO77^1-qOBP132g;m$N2H{re@?sDW9QuW$3+?}&6A0*LdSgws>gf$x1Wu@C-4EgzhfD|u zffag<@mm#;#|!H^8bJ+#>1f2#uB=_xXg4omUQMaT(5QZ@JGO#HH9~3Ad-BepyM{@q zK0k?enG|o{3!iP8+TD`0Z(;Y*NpB<;(!`k2eD&*_QR5ML;D>#hoX1}nXWm--IFIMk zR(D@4i$sb18{4C{(2EJA79}RIzt6C`yBfx=C6gqszLl)tm>+^APH=ALf5ITJ$Y1yr z1K&p*e>#U3jBwl;Nx3~?c{TU_&gAl;va0#n2?`GTF=UGRa2l>$G%D=8*!vE#IkNB^9b)^&kYnyLIf=n@uv^#{w=c-sO5^l<&hkVM?r)vEeWx3d_! zsK~&fVwJAmKp=;fsEhsf-!gS;TRnaTd zobif_@@PueywbY`2R>FA3Tis)gs%|&{fKN78arYmDhPvgo(_dxG{@9;ZM^P}OO#s~ zp(@UyEa8%~zB`#HU6k0@w5>=>4xYIPibv!qDYL|O$*_x>>kNylB()AIR0>6?_{sT5 zgGfT^y|00xo<1#8^&fyq_WW6pxy~l>zC6@nsVO_R7;lKxNZGiL(&u|z?q)+{LjR#K z^vh!abaR_McLd2x`{DyP5eL1!;VB-gW!C~|sjsy7Iev|0M<0pICWuGgW#C6auWoDh zxF|_|RO^}-!IFyqaVgq7%w;`T`RpE&y&WP=^t0+^{&t&}bg7@=HE&YFs*cXAMFy(Z zqp_v?2-0QyE*K3G&GSC}RTI=1W9+^QGl4DSz{yj6f2-vUX!SuV8@c9i`ayV>+kQeAFbvsTd?`xR+js1dHA3TdivhQYm81t%YIxLA-9espn68 zGjXeL&tLSoEadkzfrf<$in}l;Gj+C|WthM4`raYHeUx~s#(T4QtVU|TW9;7;h{%wO zPo7q$wIAx9phByig|Yd%xzcd_dKqdYR4c)omy~d!Q{?*R89ro$0?z?*@u6J7U>~HE z(N^jvncJW9NmS*N8vLnzWlAnD&&GGAH$KvC5@7e*6(13^}dDJi50 z*IseOy*HK|%&mKpkx5f89S;Ik0;lH2ikX8>S#O7_xwI-`=?*5w@GTo<;{yS%40vpB{)+THeY{r7O@15%e)AEwTpIR z7SNXPV}xuVAS8Uj-60R7Kb4Tpb8bYtjCl~i3QYQ-^H#WRZ|)&;52)$hB^@%!bJ*&${(jYD=xKB$BeNV;{E0x~wtfjc4W-k3hPTVFmfGLL^7 zp0}~uY10^DKwPQ~u34gXFzQlTbHFTRA zcH}p#KMGx#vaLiLQOG47$pm8!*-5`7$x|Tyo=hscdIFCyWI7Y(dFwqx+!L)@7x}$=!Rv&TH1SB1M=^!w2hz+ZnaA}1fDALSBY!7 zO--9MRl=AjbW3Ho?zA;}?CJSsj=)%e;bAHdNr5SH1GsvlQ4 zp`y+k0yE?y?j+jq5Z-S{l z5C#9^C%6FR*|8E$RBzi~OS)XDVQ^8h8!+1Nzv z)RMen)eaM_9`#veK18$Gpm9LHLq=eYUn#!4oC;%?Z32xdG$|AQ#QQASz zR|`Zsv>w@6_LxY0iC4v8SFN|v!o0f(9D(WH0e`EizjE_=cSHi6DBXg2s!eU1GS9za z2FjzQ6bs=#Q&08(vAp0M@j87%mEL8Xv0-rkn5u^yX~S-4m^g()Mp8Cy$4mk%{Pw^5E(*yBC#UCtZNIx(`V)w&CHW>k<+1=s%|^;& zlJO&Cjm#)S$i4baWz735WDlVm=Lwd&AuCk9qhF4%5VUJu{U*NeBwz+;Vdb7X)e$QO zgj}Z9H2+2BH;(sJ-Pb?x7iikBtMO^<3c8JvW1$!?TUa}Z0?9O(GW4#l4O@ZF?s|uw zs@HW>SdzoNx=aJF~yIksaxPFiOK!OJg?t*_&1Yb6%d#GdB7t1Z|gq>kCvE~ z^VHJVy3p$t^;~yz$bb`34a6y94!P)=ks)JTkbRjxT|eSB)}S)eRwSJ`L?_v!6sQuPmBNlTXqz{ zn@Z|>ueYEx)>r=gKujw3%RC+bW+|qDKHN#!?U+bWzyh-TaK0wRYVAKDGD-!%vzUOI z^1-y{gazQl>ZA4Uzg&*6d(763Nb=xSGp5+{$P%*1+KPJh8AAg`O`OeupU>?`&QQR` zWTtYSG6~W7lVHDN_=KGUPr$Tar~4rVhS>f zdvt%Lt}ieN4&{++%}5(?L>+wV9?e|mq+lw_gq%Db4-(nm!{~9!aqvuim2&o~rf|xHsMhj^vu++O4Q@o3JC(Ri>Dey}IZ@mOw*iRd zhU|cjq18z`X3bRVZ(9L9Y%LwrM%tp7X&G1aFiM)O&$4Vyex&@V^|BmbZ)2-88;nL~ z(vnU6>praDk~W_9zJU_7N6(yTF zS7#9}p#IPS@w3==B$T!9SSsn*>VXCSDCV^ROhxs5PFs$7!ZAKP>zNcjvU4-CChLA& zMyq2F@R=?qGI7nyy&GqdRy^hbh<1DY{)vqv>X28!3R78la$2ReHl)$PjDY*TJ6d^k zj3blTevCtjiPn;RTkK~00py?75$0GH9cuGXAs&FnXc)cg-&eUsA_=XzeA*T_v-CU~ zUsZUTtAtIS`|d4GXET$U5FvpGR|rI7dv9pX%G+Z8q{2UThojeC-rKmXQ7)4QevI?9 zJnR65<9hZRTG^COvXGg=_hm0X)`Pji{O6qA`f8E?{z_Yyr#+H+%HZao7KkPJx9eI;puTl1WsB^U*LZVNpx z5uQ5b!R)X}X;O>(#~_661!TP1q22YvjyXvoZOz;{-8%)MYcRV?|P;kSO zI_v?5Ip|)-vVB>HcURIZc=7=g8Y2_hP_dx<@iY!&XN?GEutpUfx&3hTxZ*P*decay zHnbn6+t$FUJ#UU^BF4n8Xc%aFKCM$F%ypqcS=r85)g!6JVdL;Ib?x!#_3RSGt;A@z znAk51tj$E`R!}MBLu%skxiX*QcFs5StqhQ%*K{8ai8HGq`yFb-d2<6!B*9J&)(|Jk z_Lu}7R`xnq3JKnKV}=+fLxiOnZIPcOEv9t874l^6ZjriHK0qtN~nK9Qqpkp z95=?D{(>ou4NujH^;|1LVR$4ms9($ZHcl#P8=#2=t!Y{aFm9|P!8%4C=gjw~;v#_< zgsx(_u(*hhwH|((?zatr+oJ;Qu+a8tO0~-ZbZh%gc@3jymu$=LAc0Xs9qW_xN_XRb zA_m*&usYUhl=w~i*Xy%o)+84W{IA0!3op~J0W)#*y(!MX{C@xfN{niS$i3_dNBGv~ z;nvQTd*!>oI2%=;l4tjBS9H83fsffijviO8))?y`590%@{k#J0*ULPm26UO!#TZ`- zoOOzD1NY(CoYFZa5qVueQ@p2j?$Ps4_D1Q#@iRcanSm_VaApLWAwhk71;{__G(?m2 zsfP!EA$;^ia6)Nxo~icBwJ()pSzBgVd`2+@KO_o({kS%$lQ@pe3P4E6qf30AT%CGo zGx7_W6dT{bqmjXolUr#!SnH?gWY<7(kmrKxJvES$KBfl9l}8RZCL7Ihn}qJ38l~2d zo(Z~Lq{tS(VyP&=f53->gF}Y9a8At+XIp$qqh{(p(=T`rHNUM0>C*>Hd#auIQt*_K*$e4$9z3U5Q!e?To=t9+kWm#l1Sar#PS>t@vlCptaq?^ zP+%=OE3jsL|1#3DM!Q>F%FVvHYmYvv@IN!ih?cZsTEC(7>+{YEUhl|(h7+M|IX+1e zev!i@V_CO~omw8Jns1pckKr+KvuP!QN6WyMJ(N-_MbeP?bAlT_D%)dlURbqK@|2c< z6FC$H{>FPu7AYBU32N?nuk0d-CHSmAK{7d~?K*K_)Hq7K`d*gJyFu?U#bTd`xK&`y zrgrL+5^7evz&0+l>l$7~;oW^N z(aZPHe9w1qb*k^-*#1{fIJm|@=Ktu)#lgvM{MHB>TicshzG>RY!`R8i(ahY{)%*vW z)ej5a|BU^guf_ii-xx^b_3r delta 74 zcmaFQ^qy&hE~68RFdx4PuWouFe`}#YP@!N3pEDQxa~2`6XjY+6YoTyZp$Jq|5GE~ delta 74 zcmaFQ^qy&hE~68RFdx4PuTFj;e`}#YP@!N3pEDQxa~2`6XlbEPYoTyZp$Jq|5G-0& SDB4;m7E~ynT2d&Hqz3@EXcCG5 diff --git a/tests/data/skippd/times_trainval_forecast.npy b/tests/data/skippd/times_trainval_forecast.npy new file mode 100644 index 0000000000000000000000000000000000000000..f0d680cef9c00b68b7d95ff3e03e8b3a9f6150a2 GIT binary patch literal 367 zcmbu#%SyvQ6b9f)(_6;--DP%(5VCP2Zd?>x7)&J~)PSEd5#kPw0yp#Cen!c8~~eNBK-nnGmd?W5I(Y&ZNi#NkN(xjl<>(#UUkH z1I35BK-)vdbQDJ|(OnfoS)`nzH);_=hG*z6Ul-6kP}5OIN@a7bxvqQlU8Nq*g~YnQ zyvK$agiLZdjX3>VusNW;FRi0l{cik@trFWFb|#IsYyH4(i9HYdD^+X##6gKe4@X?$ H*tdTGt$}DR literal 0 HcmV?d00001 diff --git a/tests/data/skippd/times_trainval_nowcast.npy b/tests/data/skippd/times_trainval_nowcast.npy new file mode 100644 index 0000000000000000000000000000000000000000..d2fb5e94a00d44045bd904ade93e760bcdf2c259 GIT binary patch literal 367 zcmbu#%SyvQ6b9f)(_6;--DP%(5VCP2Zd?>x7)&J~)P>Y!GPQ-~@=qp0u!5UVyY?Y{ z42?bH4L`y7#wt4+?o9uSUo-CX7qnSPTtIHztXY!jH#^2>CBx`}2%fo=yFf zSGRd?omu*u{-4lymBo3K7B))+x1)S6XTA`ALC1o#B+jJBnWP|1i^gH|h2oGBt$`9i zU83!wV>*hXmgugFp)68P(Hpf0A;SywS077g9;oT4Bc-whHeA=e`L0qA=SpHTSUqCP zWT7v)oJE}eE!ZB=-j~+VtbR9m!cK`@4|~%_+qF)xU*f>S;ab&NpK(;;*ux2zI1TI{ Dhc0I) literal 0 HcmV?d00001 diff --git a/tests/datasets/test_skippd.py b/tests/datasets/test_skippd.py index a35d6fb9e59..cc6aebe2cf9 100644 --- a/tests/datasets/test_skippd.py +++ b/tests/datasets/test_skippd.py @@ -4,6 +4,7 @@ import builtins import os import shutil +from itertools import product from pathlib import Path from typing import Any @@ -23,21 +24,32 @@ def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: class TestSKIPPD: - @pytest.fixture(params=["trainval", "test"]) + @pytest.fixture(params=product(["nowcast", "forecast"], ["trainval", "test"])) def dataset( self, monkeypatch: MonkeyPatch, tmp_path: Path, request: SubRequest ) -> SKIPPD: + task, split = request.param + monkeypatch.setattr(torchgeo.datasets.skippd, "download_url", download_url) - md5 = "1133b2de453a9674776abd7519af5051" + md5 = { + "nowcast": "6f5e54906927278b189f9281a2f54f39", + "forecast": "f3b5d7d5c28ba238144fa1e726c46969", + } monkeypatch.setattr(SKIPPD, "md5", md5) - url = os.path.join("tests", "data", "skippd", "dj417rh1007.zip") + url = os.path.join("tests", "data", "skippd", "{}") monkeypatch.setattr(SKIPPD, "url", url) monkeypatch.setattr(plt, "show", lambda *args: None) root = str(tmp_path) - split = request.param transforms = nn.Identity() - return SKIPPD(root, split, transforms, download=True, checksum=True) + return SKIPPD( + root=root, + task=task, + split=split, + transforms=transforms, + download=True, + checksum=True, + ) @pytest.fixture def mock_missing_module(self, monkeypatch: MonkeyPatch) -> None: @@ -62,11 +74,14 @@ def test_mock_missing_module( def test_already_extracted(self, dataset: SKIPPD) -> None: SKIPPD(root=dataset.root, download=True) - def test_already_downloaded(self, tmp_path: Path) -> None: - pathname = os.path.join("tests", "data", "skippd", "dj417rh1007.zip") + @pytest.mark.parametrize("task", ["nowcast", "forecast"]) + def test_already_downloaded(self, tmp_path: Path, task: str) -> None: + pathname = os.path.join( + "tests", "data", "skippd", f"2017_2019_images_pv_processed_{task}.zip" + ) root = str(tmp_path) shutil.copy(pathname, root) - SKIPPD(root) + SKIPPD(root=root, task=task) @pytest.mark.parametrize("index", [0, 1, 2]) def test_getitem(self, dataset: SKIPPD, index: int) -> None: @@ -75,7 +90,10 @@ def test_getitem(self, dataset: SKIPPD, index: int) -> None: assert isinstance(x["image"], torch.Tensor) assert isinstance(x["label"], torch.Tensor) assert isinstance(x["date"], str) - assert x["image"].shape == (3, 64, 64) + if dataset.task == "nowcast": + assert x["image"].shape == (3, 64, 64) + else: + assert x["image"].shape == (48, 64, 64) def test_len(self, dataset: SKIPPD) -> None: assert len(dataset) == 3 @@ -93,6 +111,9 @@ def test_plot(self, dataset: SKIPPD) -> None: plt.close() sample = dataset[0] - sample["prediction"] = sample["label"] + if dataset.task == "nowcast": + sample["prediction"] = sample["label"] + else: + sample["prediction"] = sample["label"][-1] dataset.plot(sample) plt.close() diff --git a/torchgeo/datasets/skippd.py b/torchgeo/datasets/skippd.py index f3bd1dd9f46..1242678c8b9 100644 --- a/torchgeo/datasets/skippd.py +++ b/torchgeo/datasets/skippd.py @@ -9,6 +9,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +from einops import rearrange from matplotlib.figure import Figure from torch import Tensor @@ -33,9 +34,19 @@ class SKIPPD(NonGeoDataset): * fish-eye RGB images (64x64px) * power output measurements from 30-kW rooftop PV array * 1-min interval across 3 years (2017-2019) + + Nowcast task: + * 349,372 images under the split key *trainval* * 14,003 images under the split key *test* + Forecast task: + + * 130,412 images under the split key *trainval* + * 2,462 images under the split key *test* + * consists of a concatenated RGB time-series of 16 + time-steps + If you use this dataset in your research, please cite: * https://doi.org/10.48550/arXiv.2207.00913 @@ -43,21 +54,26 @@ class SKIPPD(NonGeoDataset): .. versionadded:: 0.5 """ - url = "https://stacks.stanford.edu/object/dj417rh1007" - md5 = "b38d0f322aaeb254445e2edd8bc5d012" - - img_file_name = "2017_2019_images_pv_processed.hdf5" + url = "https://huggingface.co/datasets/torchgeo/skippd/resolve/main/{}" + md5 = { + "forecast": "f4f3509ddcc83a55c433be9db2e51077", + "nowcast": "0000761d403e45bb5f86c21d3c69aa80", + } - data_dir = "dj417rh1007" + data_file_name = "2017_2019_images_pv_processed_{}.hdf5" + zipfile_name = "2017_2019_images_pv_processed_{}.zip" valid_splits = ["trainval", "test"] + valid_tasks = ["nowcast", "forecast"] + dateformat = "%m/%d/%Y, %H:%M:%S" def __init__( self, root: str = "data", split: str = "trainval", + task: str = "nowcast", transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, download: bool = False, checksum: bool = False, @@ -67,21 +83,27 @@ def __init__( Args: root: root directory where dataset can be found split: one of "trainval", or "test" + task: one fo "nowcast", or "forecast" transforms: a function/transform that takes an input sample and returns a transformed version download: if True, download dataset and store it in the root directory checksum: if True, check the MD5 after downloading files (may be slow) Raises: - AssertionError: if ``countries`` contains invalid countries + AssertionError: if ``task`` or ``split`` is invalid ImportError: if h5py is not installed RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ assert ( split in self.valid_splits - ), f"Pleas choose one of these valid data splits {self.valid_splits}." + ), f"Please choose one of these valid data splits {self.valid_splits}." self.split = split + assert ( + task in self.valid_tasks + ), f"Please choose one of these valid tasks {self.valid_tasks}." + self.task = task + self.root = root self.transforms = transforms self.download = download @@ -105,7 +127,7 @@ def __len__(self) -> int: import h5py with h5py.File( - os.path.join(self.root, self.data_dir, self.img_file_name), "r" + os.path.join(self.root, self.data_file_name.format(self.task)), "r" ) as f: num_datapoints: int = f[self.split]["pv_log"].shape[0] @@ -140,12 +162,18 @@ def _load_image(self, index: int) -> Tensor: import h5py with h5py.File( - os.path.join(self.root, self.data_dir, self.img_file_name), "r" + os.path.join(self.root, self.data_file_name.format(self.task)), "r" ) as f: - arr = f[self.split]["images_log"][index, :, :, :] + arr = f[self.split]["images_log"][index] + + # forecast has dimension [16, 64, 64, 3] but reshape to [48, 64, 64] + # https://github.com/yuhao-nie/Stanford-solar-forecasting-dataset/blob/main/models/SUNSET_forecast.ipynb + if self.task == "forecast": + arr = rearrange(arr, "t h w c-> (t c) h w") + else: + arr = rearrange(arr, "h w c -> c h w") - # put channel first - tensor = torch.from_numpy(arr).permute(2, 0, 1).to(torch.float32) + tensor = torch.from_numpy(arr).to(torch.float32) return tensor def _load_features(self, index: int) -> dict[str, Union[str, Tensor]]: @@ -160,14 +188,13 @@ def _load_features(self, index: int) -> dict[str, Union[str, Tensor]]: import h5py with h5py.File( - os.path.join(self.root, self.data_dir, self.img_file_name), "r" + os.path.join(self.root, self.data_file_name.format(self.task)), "r" ) as f: label = f[self.split]["pv_log"][index] - path = os.path.join(self.root, self.data_dir, f"times_{self.split}.npy") + path = os.path.join(self.root, f"times_{self.split}_{self.task}.npy") datestring = np.load(path, allow_pickle=True)[index].strftime(self.dateformat) - # put channel first features: dict[str, Union[str, Tensor]] = { "label": torch.tensor(label, dtype=torch.float32), "date": datestring, @@ -181,12 +208,12 @@ def _verify(self) -> None: RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ # Check if the extracted files already exist - pathname = os.path.join(self.root, self.data_dir) + pathname = os.path.join(self.root, self.data_file_name.format(self.task)) if os.path.exists(pathname): return # Check if the zip files have already been downloaded - pathname = os.path.join(self.root, self.data_dir) + ".zip" + pathname = os.path.join(self.root, self.zipfile_name.format(self.task)) if os.path.exists(pathname): self._extract() return @@ -210,16 +237,16 @@ def _download(self) -> None: RuntimeError: if download doesn't work correctly or checksums don't match """ download_url( - self.url, + self.url.format(self.zipfile_name.format(self.task)), self.root, - filename=self.data_dir, - md5=self.md5 if self.checksum else None, + filename=self.zipfile_name.format(self.task), + md5=self.md5[self.task] if self.checksum else None, ) self._extract() def _extract(self) -> None: """Extract the dataset.""" - zipfile_path = os.path.join(self.root, self.data_dir) + ".zip" + zipfile_path = os.path.join(self.root, self.zipfile_name.format(self.task)) extract_archive(zipfile_path, self.root) def plot( @@ -230,6 +257,8 @@ def plot( ) -> Figure: """Plot a sample from the dataset. + In the ``forecast`` task the latest image is plotted. + Args: sample: a sample return by :meth:`__getitem__` show_titles: flag indicating whether to show titles above each panel @@ -238,7 +267,13 @@ def plot( Returns: a matplotlib Figure with the rendered sample """ - image, label = sample["image"], sample["label"].item() + if self.task == "nowcast": + image, label = sample["image"].permute(1, 2, 0), sample["label"].item() + else: + image, label = ( + sample["image"].permute(1, 2, 0).reshape(64, 64, 3, 16)[:, :, :, -1], + sample["label"][-1].item(), + ) showing_predictions = "prediction" in sample if showing_predictions: @@ -246,7 +281,7 @@ def plot( fig, ax = plt.subplots(1, 1, figsize=(10, 10)) - ax.imshow(image.permute(1, 2, 0) / 255) + ax.imshow(image / 255) ax.axis("off") if show_titles: From dbf7a5287f89e402c1b5deac109fb0249285b11a Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Mon, 25 Sep 2023 10:09:12 -0500 Subject: [PATCH 025/113] Promote pandas to a required dependency (#1586) * Promote pandas to a required dependency * Update dep files too * Remove unused imports --- pyproject.toml | 4 +-- requirements/datasets.txt | 1 - requirements/min-reqs.old | 2 +- requirements/required.txt | 1 + tests/datasets/test_eddmaps.py | 25 ---------------- tests/datasets/test_gbif.py | 25 ---------------- tests/datasets/test_idtrees.py | 7 ++--- tests/datasets/test_inaturalist.py | 25 ---------------- tests/datasets/test_openbuildings.py | 30 +------------------ tests/datasets/test_reforestree.py | 25 ---------------- tests/datasets/test_seasonet.py | 23 -------------- tests/datasets/test_usavars.py | 28 ----------------- .../test_western_usa_live_fuel_moisture.py | 27 ----------------- torchgeo/datasets/eddmaps.py | 14 +-------- torchgeo/datasets/gbif.py | 14 +-------- torchgeo/datasets/idtrees.py | 13 ++------ torchgeo/datasets/inaturalist.py | 14 +-------- torchgeo/datasets/openbuildings.py | 10 +------ torchgeo/datasets/reforestree.py | 8 +---- torchgeo/datasets/seasonet.py | 16 +--------- torchgeo/datasets/usavars.py | 9 +----- .../western_usa_live_fuel_moisture.py | 13 ++------ 22 files changed, 19 insertions(+), 315 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 70392822122..6a6f500badb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -51,6 +51,8 @@ dependencies = [ "matplotlib>=3.3.3", # numpy 1.19.3+ required by Python 3.9 wheels "numpy>=1.19.3", + # pandas 1.1.3+ required for Python 3.9 wheels + "pandas>=1.1.3", # pillow 8+ required for Python 3.9 wheels "pillow>=8", # pyproj 3+ required for Python 3.9 wheels @@ -82,8 +84,6 @@ datasets = [ "laspy>=2", # opencv-python 4.4.0.46+ required for Python 3.9 wheels "opencv-python>=4.4.0.46", - # pandas 1.1.3+ required for Python 3.9 wheels - "pandas>=1.1.3", # pycocotools 2.0.5+ required for cython 3+ support "pycocotools>=2.0.5", # pyvista 0.29+ required for to avoid segfault during testing diff --git a/requirements/datasets.txt b/requirements/datasets.txt index eb4bf7354d6..1e00e81c0a9 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -2,7 +2,6 @@ h5py==3.9.0 laspy==2.5.1 opencv-python==4.8.0.76 -pandas==2.1.1 pycocotools==2.0.7 pyvista==0.42.2 radiant-mlhub==0.4.1 diff --git a/requirements/min-reqs.old b/requirements/min-reqs.old index 4d3831379be..c42cab44b85 100644 --- a/requirements/min-reqs.old +++ b/requirements/min-reqs.old @@ -9,6 +9,7 @@ lightly==1.4.4 lightning==1.8.0 matplotlib==3.3.3 numpy==1.19.3 +pandas==1.1.3 pillow==8.0.0 pyproj==3.0.0 rasterio==1.2.0 @@ -24,7 +25,6 @@ torchvision==0.13.0 h5py==3.0.0 laspy==2.0.0 opencv-python==4.4.0.46 -pandas==1.1.3 pycocotools==2.0.5 pyvista==0.29.0 radiant-mlhub==0.3.0 diff --git a/requirements/required.txt b/requirements/required.txt index fb1d7b7d12f..bb6e2a14482 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -9,6 +9,7 @@ lightly==1.4.19 lightning==2.0.9 matplotlib==3.8.0 numpy==1.26.0 +pandas==2.1.1 pillow==10.0.1 pyproj==3.6.1 rasterio==1.3.8 diff --git a/tests/datasets/test_eddmaps.py b/tests/datasets/test_eddmaps.py index 59b6c8f5721..9dcb4859d30 100644 --- a/tests/datasets/test_eddmaps.py +++ b/tests/datasets/test_eddmaps.py @@ -1,18 +1,13 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import os from pathlib import Path -from typing import Any import pytest -from pytest import MonkeyPatch from torchgeo.datasets import BoundingBox, EDDMapS, IntersectionDataset, UnionDataset -pytest.importorskip("pandas", minversion="1.1.3") - class TestEDDMapS: @pytest.fixture(scope="class") @@ -39,26 +34,6 @@ def test_no_data(self, tmp_path: Path) -> None: with pytest.raises(FileNotFoundError, match="Dataset not found"): EDDMapS(str(tmp_path)) - @pytest.fixture - def mock_missing_module(self, monkeypatch: MonkeyPatch) -> None: - import_orig = builtins.__import__ - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == "pandas": - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - - def test_mock_missing_module( - self, dataset: EDDMapS, mock_missing_module: None - ) -> None: - with pytest.raises( - ImportError, - match="pandas is not installed and is required to use this dataset", - ): - EDDMapS(dataset.root) - def test_invalid_query(self, dataset: EDDMapS) -> None: query = BoundingBox(0, 0, 0, 0, 0, 0) with pytest.raises( diff --git a/tests/datasets/test_gbif.py b/tests/datasets/test_gbif.py index fd3a383fd18..379b781cc93 100644 --- a/tests/datasets/test_gbif.py +++ b/tests/datasets/test_gbif.py @@ -1,18 +1,13 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import os from pathlib import Path -from typing import Any import pytest -from pytest import MonkeyPatch from torchgeo.datasets import GBIF, BoundingBox, IntersectionDataset, UnionDataset -pytest.importorskip("pandas", minversion="1.1.3") - class TestGBIF: @pytest.fixture(scope="class") @@ -39,26 +34,6 @@ def test_no_data(self, tmp_path: Path) -> None: with pytest.raises(FileNotFoundError, match="Dataset not found"): GBIF(str(tmp_path)) - @pytest.fixture - def mock_missing_module(self, monkeypatch: MonkeyPatch) -> None: - import_orig = builtins.__import__ - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == "pandas": - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - - def test_mock_missing_module( - self, dataset: GBIF, mock_missing_module: None - ) -> None: - with pytest.raises( - ImportError, - match="pandas is not installed and is required to use this dataset", - ): - GBIF(dataset.root) - def test_invalid_query(self, dataset: GBIF) -> None: query = BoundingBox(0, 0, 0, 0, 0, 0) with pytest.raises( diff --git a/tests/datasets/test_idtrees.py b/tests/datasets/test_idtrees.py index addc383bc8f..2ddf5286994 100644 --- a/tests/datasets/test_idtrees.py +++ b/tests/datasets/test_idtrees.py @@ -18,7 +18,6 @@ import torchgeo.datasets.utils from torchgeo.datasets import IDTReeS -pytest.importorskip("pandas", minversion="1.1.3") pytest.importorskip("laspy", minversion="2") @@ -51,7 +50,7 @@ def dataset( transforms = nn.Identity() return IDTReeS(root, split, task, transforms, download=True, checksum=True) - @pytest.fixture(params=["pandas", "laspy", "pyvista"]) + @pytest.fixture(params=["laspy", "pyvista"]) def mock_missing_module(self, monkeypatch: MonkeyPatch, request: SubRequest) -> str: import_orig = builtins.__import__ package = str(request.param) @@ -110,13 +109,13 @@ def test_mock_missing_module( ) -> None: package = mock_missing_module - if package in ["pandas", "laspy"]: + if package == "laspy": with pytest.raises( ImportError, match=f"{package} is not installed and is required to use this dataset", ): IDTReeS(dataset.root, dataset.split, dataset.task) - elif package in ["pyvista"]: + elif package == "pyvista": with pytest.raises( ImportError, match=f"{package} is not installed and is required to plot point cloud", diff --git a/tests/datasets/test_inaturalist.py b/tests/datasets/test_inaturalist.py index 5bac9c4a5e7..b7b3a436465 100644 --- a/tests/datasets/test_inaturalist.py +++ b/tests/datasets/test_inaturalist.py @@ -1,13 +1,10 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import os from pathlib import Path -from typing import Any import pytest -from pytest import MonkeyPatch from torchgeo.datasets import ( BoundingBox, @@ -16,8 +13,6 @@ UnionDataset, ) -pytest.importorskip("pandas", minversion="1.1.3") - class TestINaturalist: @pytest.fixture(scope="class") @@ -44,26 +39,6 @@ def test_no_data(self, tmp_path: Path) -> None: with pytest.raises(FileNotFoundError, match="Dataset not found"): INaturalist(str(tmp_path)) - @pytest.fixture - def mock_missing_module(self, monkeypatch: MonkeyPatch) -> None: - import_orig = builtins.__import__ - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == "pandas": - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - - def test_mock_missing_module( - self, dataset: INaturalist, mock_missing_module: None - ) -> None: - with pytest.raises( - ImportError, - match="pandas is not installed and is required to use this dataset", - ): - INaturalist(dataset.root) - def test_invalid_query(self, dataset: INaturalist) -> None: query = BoundingBox(0, 0, 0, 0, 0, 0) with pytest.raises( diff --git a/tests/datasets/test_openbuildings.py b/tests/datasets/test_openbuildings.py index d8df3d8dc34..fe66b596ddf 100644 --- a/tests/datasets/test_openbuildings.py +++ b/tests/datasets/test_openbuildings.py @@ -1,18 +1,16 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import json import os import shutil from pathlib import Path -from typing import Any import matplotlib.pyplot as plt +import pandas as pd import pytest import torch import torch.nn as nn -from _pytest.fixtures import SubRequest from pytest import MonkeyPatch from rasterio.crs import CRS @@ -23,8 +21,6 @@ UnionDataset, ) -pd = pytest.importorskip("pandas", minversion="1.1.3") - class TestOpenBuildings: @pytest.fixture @@ -43,30 +39,6 @@ def dataset(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> OpenBuildings: transforms = nn.Identity() return OpenBuildings(root=root, transforms=transforms) - @pytest.fixture(params=["pandas"]) - def mock_missing_module(self, monkeypatch: MonkeyPatch, request: SubRequest) -> str: - import_orig = builtins.__import__ - package = str(request.param) - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == package: - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - return package - - def test_mock_missing_module( - self, dataset: OpenBuildings, mock_missing_module: str - ) -> None: - package = mock_missing_module - - with pytest.raises( - ImportError, - match=f"{package} is not installed and is required to use this dataset", - ): - OpenBuildings(root=dataset.root) - def test_no_shapes_to_rasterize( self, dataset: OpenBuildings, tmp_path: Path ) -> None: diff --git a/tests/datasets/test_reforestree.py b/tests/datasets/test_reforestree.py index 212a7d645fc..6a5236cdd38 100644 --- a/tests/datasets/test_reforestree.py +++ b/tests/datasets/test_reforestree.py @@ -1,11 +1,9 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import os import shutil from pathlib import Path -from typing import Any import matplotlib.pyplot as plt import pytest @@ -24,7 +22,6 @@ def download_url(url: str, root: str, *args: str) -> None: class TestReforesTree: @pytest.fixture def dataset(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> ReforesTree: - pytest.importorskip("pandas", minversion="1.1.3") monkeypatch.setattr(torchgeo.datasets.utils, "download_url", download_url) data_dir = os.path.join("tests", "data", "reforestree") @@ -54,32 +51,10 @@ def test_getitem(self, dataset: ReforesTree) -> None: assert x["image"].ndim == 3 assert len(x["boxes"]) == 2 - @pytest.fixture - def mock_missing_module(self, monkeypatch: MonkeyPatch) -> None: - import_orig = builtins.__import__ - package = "pandas" - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == package: - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - - def test_mock_missing_module( - self, dataset: ReforesTree, mock_missing_module: None - ) -> None: - with pytest.raises( - ImportError, - match="pandas is not installed and is required to use this dataset", - ): - ReforesTree(root=dataset.root) - def test_len(self, dataset: ReforesTree) -> None: assert len(dataset) == 2 def test_not_extracted(self, tmp_path: Path) -> None: - pytest.importorskip("pandas", minversion="1.1.3") url = os.path.join("tests", "data", "reforestree", "reforesTree.zip") shutil.copy(url, tmp_path) ReforesTree(root=str(tmp_path)) diff --git a/tests/datasets/test_seasonet.py b/tests/datasets/test_seasonet.py index 7818be8148e..f227318791c 100644 --- a/tests/datasets/test_seasonet.py +++ b/tests/datasets/test_seasonet.py @@ -1,12 +1,10 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import glob import os import shutil from pathlib import Path -from typing import Any import matplotlib.pyplot as plt import pytest @@ -19,8 +17,6 @@ import torchgeo.datasets.utils from torchgeo.datasets import SeasoNet -pytest.importorskip("pandas", minversion="1.1.3") - def download_url(url: str, root: str, md5: str, *args: str, **kwargs: str) -> None: shutil.copy(url, root) @@ -154,25 +150,6 @@ def test_not_downloaded(self, tmp_path: Path) -> None: with pytest.raises(RuntimeError, match="not found in"): SeasoNet(str(tmp_path), download=False) - @pytest.fixture - def mock_missing_module(self, monkeypatch: MonkeyPatch) -> None: - import_orig = builtins.__import__ - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == "pandas": - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - - def test_mock_missing_module( - self, dataset: SeasoNet, mock_missing_module: None - ) -> None: - with pytest.raises( - ImportError, match="pandas is not installed and is required" - ): - SeasoNet(dataset.root) - def test_out_of_bounds(self, dataset: SeasoNet) -> None: with pytest.raises(IndexError): dataset[5] diff --git a/tests/datasets/test_usavars.py b/tests/datasets/test_usavars.py index 45ff2dc7244..3754b239300 100644 --- a/tests/datasets/test_usavars.py +++ b/tests/datasets/test_usavars.py @@ -1,11 +1,9 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import os import shutil from pathlib import Path -from typing import Any import pytest import torch @@ -18,8 +16,6 @@ import torchgeo.datasets.utils from torchgeo.datasets import USAVars -pytest.importorskip("pandas", minversion="1.1.3") - def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: shutil.copy(url, root) @@ -136,30 +132,6 @@ def test_not_downloaded(self, tmp_path: Path) -> None: with pytest.raises(RuntimeError, match="Dataset not found"): USAVars(str(tmp_path)) - @pytest.fixture(params=["pandas"]) - def mock_missing_module(self, monkeypatch: MonkeyPatch, request: SubRequest) -> str: - import_orig = builtins.__import__ - package = str(request.param) - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == package: - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - return package - - def test_mock_missing_module( - self, dataset: USAVars, mock_missing_module: str - ) -> None: - package = mock_missing_module - if package == "pandas": - with pytest.raises( - ImportError, - match=f"{package} is not installed and is required to use this dataset", - ): - USAVars(dataset.root) - def test_plot(self, dataset: USAVars) -> None: dataset.plot(dataset[0], suptitle="Test") plt.close() diff --git a/tests/datasets/test_western_usa_live_fuel_moisture.py b/tests/datasets/test_western_usa_live_fuel_moisture.py index 0015081f35f..111da76dde6 100644 --- a/tests/datasets/test_western_usa_live_fuel_moisture.py +++ b/tests/datasets/test_western_usa_live_fuel_moisture.py @@ -1,16 +1,13 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. -import builtins import os import shutil from pathlib import Path -from typing import Any import pytest import torch import torch.nn as nn -from _pytest.fixtures import SubRequest from pytest import MonkeyPatch from torchgeo.datasets import WesternUSALiveFuelMoisture @@ -74,27 +71,3 @@ def test_not_downloaded(self, tmp_path: Path) -> None: def test_invalid_features(self, dataset: WesternUSALiveFuelMoisture) -> None: with pytest.raises(AssertionError, match="Invalid input variable name."): WesternUSALiveFuelMoisture(dataset.root, input_features=["foo"]) - - @pytest.fixture(params=["pandas"]) - def mock_missing_module(self, monkeypatch: MonkeyPatch, request: SubRequest) -> str: - import_orig = builtins.__import__ - package = str(request.param) - - def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: - if name == package: - raise ImportError() - return import_orig(name, *args, **kwargs) - - monkeypatch.setattr(builtins, "__import__", mocked_import) - return package - - def test_mock_missing_module( - self, dataset: WesternUSALiveFuelMoisture, mock_missing_module: str - ) -> None: - package = mock_missing_module - if package == "pandas": - with pytest.raises( - ImportError, - match=f"{package} is not installed and is required to use this dataset", - ): - WesternUSALiveFuelMoisture(dataset.root) diff --git a/torchgeo/datasets/eddmaps.py b/torchgeo/datasets/eddmaps.py index 8dfa5a7c957..2eeee0aeaa4 100644 --- a/torchgeo/datasets/eddmaps.py +++ b/torchgeo/datasets/eddmaps.py @@ -8,6 +8,7 @@ from typing import Any import numpy as np +import pandas as pd from rasterio.crs import CRS from .geo import GeoDataset @@ -34,11 +35,6 @@ class EDDMapS(GeoDataset): Georgia - Center for Invasive Species and Ecosystem Health. Available online at https://www.eddmaps.org/; last accessed *DATE*. - .. note:: - This dataset requires the following additional library to be installed: - - * `pandas `_ to load CSV files - .. versionadded:: 0.3 """ @@ -53,7 +49,6 @@ def __init__(self, root: str = "data") -> None: Raises: FileNotFoundError: if no files are found in ``root`` - ImportError: if pandas is not installed """ super().__init__() @@ -63,13 +58,6 @@ def __init__(self, root: str = "data") -> None: if not os.path.exists(filepath): raise FileNotFoundError(f"Dataset not found in `root={self.root}`") - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - # Read CSV file data = pd.read_csv( filepath, engine="c", usecols=["ObsDate", "Latitude", "Longitude"] diff --git a/torchgeo/datasets/gbif.py b/torchgeo/datasets/gbif.py index 17e6952ab33..8f14720c8ea 100644 --- a/torchgeo/datasets/gbif.py +++ b/torchgeo/datasets/gbif.py @@ -10,6 +10,7 @@ from typing import Any import numpy as np +import pandas as pd from rasterio.crs import CRS from .geo import GeoDataset @@ -72,11 +73,6 @@ class GBIF(GeoDataset): * https://www.gbif.org/citation-guidelines - .. note:: - This dataset requires the following additional library to be installed: - - * `pandas `_ to load CSV files - .. versionadded:: 0.3 """ @@ -91,7 +87,6 @@ def __init__(self, root: str = "data") -> None: Raises: FileNotFoundError: if no files are found in ``root`` - ImportError: if pandas is not installed """ super().__init__() @@ -101,13 +96,6 @@ def __init__(self, root: str = "data") -> None: if not files: raise FileNotFoundError(f"Dataset not found in `root={self.root}`") - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - # Read tab-delimited CSV file data = pd.read_table( files[0], diff --git a/torchgeo/datasets/idtrees.py b/torchgeo/datasets/idtrees.py index c36fd25118a..2d3833cf1b3 100644 --- a/torchgeo/datasets/idtrees.py +++ b/torchgeo/datasets/idtrees.py @@ -10,6 +10,7 @@ import fiona import matplotlib.pyplot as plt import numpy as np +import pandas as pd import rasterio import torch from matplotlib.figure import Figure @@ -164,7 +165,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - ImportError: if laspy or pandas are are not installed + ImportError: if laspy is not installed """ assert split in ["train", "test"] assert task in ["task1", "task2"] @@ -179,12 +180,6 @@ def __init__( self.num_classes = len(self.classes) self._verify() - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) try: import laspy # noqa: F401 except ImportError: @@ -346,8 +341,6 @@ def _load( Returns: the image path, geometries, and labels """ - import pandas as pd - if self.split == "train": directory = os.path.join(root, self.directories[self.split][0]) labels: pd.DataFrame = self._load_labels(directory) @@ -374,8 +367,6 @@ def _load_labels(self, directory: str) -> Any: Returns: a pandas DataFrame containing the labels for each image """ - import pandas as pd - path_mapping = os.path.join(directory, "Field", "itc_rsFile.csv") path_labels = os.path.join(directory, "Field", "train_data.csv") df_mapping = pd.read_csv(path_mapping) diff --git a/torchgeo/datasets/inaturalist.py b/torchgeo/datasets/inaturalist.py index ac4fa41bb40..da59081ca8f 100644 --- a/torchgeo/datasets/inaturalist.py +++ b/torchgeo/datasets/inaturalist.py @@ -8,6 +8,7 @@ import sys from typing import Any +import pandas as pd from rasterio.crs import CRS from .geo import GeoDataset @@ -26,11 +27,6 @@ class INaturalist(GeoDataset): * https://www.inaturalist.org/pages/help#cite - .. note:: - This dataset requires the following additional library to be installed: - - * `pandas `_ to load CSV files - .. versionadded:: 0.3 """ @@ -45,7 +41,6 @@ def __init__(self, root: str = "data") -> None: Raises: FileNotFoundError: if no files are found in ``root`` - ImportError: if pandas is not installed """ super().__init__() @@ -55,13 +50,6 @@ def __init__(self, root: str = "data") -> None: if not files: raise FileNotFoundError(f"Dataset not found in `root={self.root}`") - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - # Read CSV file data = pd.read_csv( files[0], diff --git a/torchgeo/datasets/openbuildings.py b/torchgeo/datasets/openbuildings.py index fcd4bc71aa8..a714beb9a37 100644 --- a/torchgeo/datasets/openbuildings.py +++ b/torchgeo/datasets/openbuildings.py @@ -12,6 +12,7 @@ import fiona import fiona.transform import matplotlib.pyplot as plt +import pandas as pd import rasterio import shapely import shapely.wkt as wkt @@ -233,13 +234,6 @@ def __init__( self._verify() - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - # Create an R-tree to index the dataset using the polygon centroid as bounds self.index = Index(interleaved=False, properties=Property(dimension=3)) @@ -350,8 +344,6 @@ def _filter_geometries( List with all polygons from all hit filepaths """ - import pandas as pd - # We need to know the bounding box of the query in the source CRS (minx, maxx), (miny, maxy) = fiona.transform.transform( self._crs.to_dict(), diff --git a/torchgeo/datasets/reforestree.py b/torchgeo/datasets/reforestree.py index dbcb3187a0d..a7bfa54329f 100644 --- a/torchgeo/datasets/reforestree.py +++ b/torchgeo/datasets/reforestree.py @@ -10,6 +10,7 @@ import matplotlib.patches as patches import matplotlib.pyplot as plt import numpy as np +import pandas as pd import torch from matplotlib.figure import Figure from PIL import Image @@ -87,13 +88,6 @@ def __init__( self._verify() - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - self.files = self._load_files(self.root) self.annot_df = pd.read_csv(os.path.join(root, "mapping", "final_dataset.csv")) diff --git a/torchgeo/datasets/seasonet.py b/torchgeo/datasets/seasonet.py index d206b9d8159..a13b4897c32 100644 --- a/torchgeo/datasets/seasonet.py +++ b/torchgeo/datasets/seasonet.py @@ -11,6 +11,7 @@ import matplotlib.patches as mpatches import matplotlib.pyplot as plt import numpy as np +import pandas as pd import rasterio import torch from matplotlib.colors import ListedColormap @@ -81,11 +82,6 @@ class SeasoNet(NonGeoDataset): * https://doi.org/10.1109/IGARSS46834.2022.9884079 - .. note:: - This dataset requires the following additional library to be installed: - - * `pandas `_ to load CSV files - .. versionadded:: 0.5 """ @@ -237,9 +233,6 @@ def __init__( entry and returns a transformed version download: if True, download dataset and store it in the root directory checksum: if True, check the MD5 of the downloaded files (may be slow) - - Raises: - ImportError: if pandas is not installed """ assert split in self.splits assert set(seasons) <= self.all_seasons @@ -260,13 +253,6 @@ def __init__( for b in bands: self.channels += self.band_nums[b] - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - csv = pd.read_csv(os.path.join(self.root, "meta.csv"), index_col="Index") if split is not None: diff --git a/torchgeo/datasets/usavars.py b/torchgeo/datasets/usavars.py index 0361fd85b36..2b9f65b4d93 100644 --- a/torchgeo/datasets/usavars.py +++ b/torchgeo/datasets/usavars.py @@ -10,6 +10,7 @@ import matplotlib.pyplot as plt import numpy as np +import pandas as pd import rasterio import torch from matplotlib.figure import Figure @@ -105,7 +106,6 @@ def __init__( Raises: AssertionError: if invalid labels are provided - ImportError: if pandas is not installed RuntimeError: if ``download=False`` and data is not found, or checksums don't match """ @@ -124,13 +124,6 @@ def __init__( self._verify() - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - self.files = self._load_files() self.label_dfs = { diff --git a/torchgeo/datasets/western_usa_live_fuel_moisture.py b/torchgeo/datasets/western_usa_live_fuel_moisture.py index 05e84bf17b4..bf383593112 100644 --- a/torchgeo/datasets/western_usa_live_fuel_moisture.py +++ b/torchgeo/datasets/western_usa_live_fuel_moisture.py @@ -8,6 +8,7 @@ import os from typing import Any, Callable, Optional +import pandas as pd import torch from torch import Tensor @@ -217,7 +218,6 @@ def __init__( Raises: AssertionError: if ``input_features`` contains invalid variable names - ImportError: if pandas is not installed RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ super().__init__() @@ -230,13 +230,6 @@ def __init__( self._verify() - try: - import pandas as pd # noqa: F401 - except ImportError: - raise ImportError( - "pandas is not installed and is required to use this dataset" - ) - assert all( input in self.all_variable_names for input in input_features ), "Invalid input variable name." @@ -287,14 +280,12 @@ def __getitem__(self, index: int) -> dict[str, Any]: return sample - def _load_data(self) -> "pd.DataFrame": # type: ignore[name-defined] # noqa: F821 + def _load_data(self) -> pd.DataFrame: """Load data from individual files into pandas dataframe. Returns: the features and label """ - import pandas as pd - data_rows = [] for path in self.collection: with open(path) as f: From 087d8d57e13226bee2b83a3dea84f09d718d8925 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Mon, 25 Sep 2023 10:46:31 -0500 Subject: [PATCH 026/113] CI: pip list even if restoring from cache (#1584) --- .github/workflows/release.yaml | 18 +++++++++--------- .github/workflows/style.yaml | 30 +++++++++++++++--------------- .github/workflows/tests.yaml | 18 +++++++++--------- .github/workflows/tutorials.yaml | 6 +++--- 4 files changed, 36 insertions(+), 36 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index e65e6aec4db..fcec61b14b2 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -25,9 +25,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install .[tests] - pip list + run: pip install .[tests] + - name: List pip dependencies + run: pip list - name: Run pytest checks run: pytest --cov=torchgeo --cov-report=xml --durations=10 integration: @@ -48,9 +48,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install .[datasets,tests] - pip list + run: pip install .[datasets,tests] + - name: List pip dependencies + run: pip list - name: Run integration checks run: pytest -m slow --durations=10 notebooks: @@ -71,9 +71,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install .[docs,tests] planetary_computer pystac - pip list + run: pip install .[docs,tests] planetary_computer pystac + - name: List pip dependencies + run: pip list - name: Run notebook checks run: pytest --nbmake --durations=10 docs/tutorials concurrency: diff --git a/.github/workflows/style.yaml b/.github/workflows/style.yaml index 4fad1c0adfc..66962a13069 100644 --- a/.github/workflows/style.yaml +++ b/.github/workflows/style.yaml @@ -27,9 +27,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/style.txt - pip list + run: pip install -r requirements/style.txt + - name: List pip dependencies + run: pip list - name: Run black checks run: black . --check --diff flake8: @@ -50,9 +50,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/style.txt - pip list + run: pip install -r requirements/style.txt + - name: List pip dependencies + run: pip list - name: Run flake8 checks run: flake8 isort: @@ -73,9 +73,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/style.txt - pip list + run: pip install -r requirements/style.txt + - name: List pip dependencies + run: pip list - name: Run isort checks run: isort . --check --diff pydocstyle: @@ -96,9 +96,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/style.txt - pip list + run: pip install -r requirements/style.txt + - name: List pip dependencies + run: pip list - name: Run pydocstyle checks run: pydocstyle pyupgrade: @@ -119,9 +119,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/style.txt - pip list + run: pip install -r requirements/style.txt + - name: List pip dependencies + run: pip list - name: Run pyupgrade checks run: pyupgrade --py39-plus $(find . -path ./docs/src -prune -o -name "*.py" -print) concurrency: diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index 19579219732..7a72215539e 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -27,9 +27,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/required.txt') }}-${{ hashFiles('requirements/datasets.txt') }}-${{ hashFiles('requirements/tests.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt - pip list + run: pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt + - name: List pip dependencies + run: pip list - name: Run mypy checks run: mypy . pytest: @@ -70,9 +70,9 @@ jobs: if: ${{ runner.os == 'Windows' }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt - pip list + run: pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt + - name: List pip dependencies + run: pip list - name: Run pytest checks run: pytest --cov=torchgeo --cov-report=xml --durations=10 - name: Report coverage @@ -105,9 +105,9 @@ jobs: sudo apt-get install unrar - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install -r requirements/min-reqs.old -c requirements/min-cons.old - pip list + run: pip install -r requirements/min-reqs.old -c requirements/min-cons.old + - name: List pip dependencies + run: pip list - name: Run pytest checks run: pytest --cov=torchgeo --cov-report=xml --durations=10 - name: Report coverage diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index c9ad003d3b3..5b7d9c43638 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -29,9 +29,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: | - pip install .[docs,tests] planetary_computer pystac - pip list + run: pip install .[docs,tests] planetary_computer pystac + - name: List pip dependencies + run: pip list - name: Run notebook checks run: pytest --nbmake --durations=10 docs/tutorials concurrency: From 1b0ca5a5a8293f9d31dcaed221423db3dd715250 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Mon, 25 Sep 2023 10:51:36 -0500 Subject: [PATCH 027/113] Ensure that none of our minimum version tests are skipped (#1587) * Ensure that none of our minimum version tests are skipped * Try pyvista instead * Try no version * What is going on * Try pyvista 0.32.0 * Try pyvista 0.35.0 * Try pyvista 0.35.1 * Try pyvista 0.34.0 * Try pyvista 0.34.2 * Try pyvista 0.34.1 * 0.34.2 is the new min version --- .pre-commit-config.yaml | 2 +- pyproject.toml | 4 ++-- requirements/min-reqs.old | 2 +- tests/datasets/test_idtrees.py | 2 +- tests/datasets/test_landcoverai.py | 4 ++-- 5 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 0425859931d..3b08614d98d 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -34,5 +34,5 @@ repos: hooks: - id: mypy args: [--strict, --ignore-missing-imports, --show-error-codes] - additional_dependencies: [torch>=2, torchmetrics>=0.10, lightning>=2.0.9, pytest>=6.1.2, pyvista>=0.29, omegaconf>=2.0.1, hydra-core>=1, kornia>=0.6.5, numpy>=1.22] + additional_dependencies: [torch>=2, torchmetrics>=0.10, lightning>=2.0.9, pytest>=6.1.2, pyvista>=0.34.2, omegaconf>=2.0.1, hydra-core>=1, kornia>=0.6.5, numpy>=1.22] exclude: (build|data|dist|logo|logs|output)/ diff --git a/pyproject.toml b/pyproject.toml index 6a6f500badb..e1317bea908 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -86,8 +86,8 @@ datasets = [ "opencv-python>=4.4.0.46", # pycocotools 2.0.5+ required for cython 3+ support "pycocotools>=2.0.5", - # pyvista 0.29+ required for to avoid segfault during testing - "pyvista>=0.29", + # pyvista 0.34.2+ required to avoid ImportError in CI + "pyvista>=0.34.2", # radiant-mlhub 0.3+ required for newer tqdm support required by lightning "radiant-mlhub>=0.3", # rarfile 4+ required for wheels diff --git a/requirements/min-reqs.old b/requirements/min-reqs.old index c42cab44b85..62fefc46c7f 100644 --- a/requirements/min-reqs.old +++ b/requirements/min-reqs.old @@ -26,7 +26,7 @@ h5py==3.0.0 laspy==2.0.0 opencv-python==4.4.0.46 pycocotools==2.0.5 -pyvista==0.29.0 +pyvista==0.34.2 radiant-mlhub==0.3.0 rarfile==4.0 scikit-image==0.18.0 diff --git a/tests/datasets/test_idtrees.py b/tests/datasets/test_idtrees.py index 2ddf5286994..3ceaa34ecfb 100644 --- a/tests/datasets/test_idtrees.py +++ b/tests/datasets/test_idtrees.py @@ -139,7 +139,7 @@ def test_plot(self, dataset: IDTReeS) -> None: plt.close() def test_plot_las(self, dataset: IDTReeS) -> None: - pyvista = pytest.importorskip("pyvista", minversion="0.29") + pyvista = pytest.importorskip("pyvista", minversion="0.34.2") # Test point cloud without colors point_cloud = dataset.plot_las(index=0) diff --git a/tests/datasets/test_landcoverai.py b/tests/datasets/test_landcoverai.py index aba9da8641c..4b371b70049 100644 --- a/tests/datasets/test_landcoverai.py +++ b/tests/datasets/test_landcoverai.py @@ -75,7 +75,7 @@ class TestLandCoverAI: def dataset( self, monkeypatch: MonkeyPatch, tmp_path: Path, request: SubRequest ) -> LandCoverAI: - pytest.importorskip("cv2", minversion="4.4.0.46") + pytest.importorskip("cv2", minversion="4.4.0") monkeypatch.setattr(torchgeo.datasets.landcoverai, "download_url", download_url) md5 = "ff8998857cc8511f644d3f7d0f3688d0" monkeypatch.setattr(LandCoverAI, "md5", md5) @@ -106,7 +106,7 @@ def test_already_extracted(self, dataset: LandCoverAI) -> None: LandCoverAI(root=dataset.root, download=True) def test_already_downloaded(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> None: - pytest.importorskip("cv2", minversion="4.4.0.46") + pytest.importorskip("cv2", minversion="4.4.0") sha256 = "ecec8e871faf1bbd8ca525ca95ddc1c1f5213f40afb94599884bd85f990ebd6b" monkeypatch.setattr(LandCoverAI, "sha256", sha256) url = os.path.join("tests", "data", "landcoverai", "landcover.ai.v1.zip") From 3b7ee11c06230a06c6ff0ab061d9c512fed513a8 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Mon, 25 Sep 2023 11:40:53 -0500 Subject: [PATCH 028/113] Fix trainer support for datasets without a plot method (#1585) --- torchgeo/trainers/classification.py | 20 +++++++++++--------- torchgeo/trainers/detection.py | 11 ++++++----- torchgeo/trainers/regression.py | 11 ++++++----- torchgeo/trainers/segmentation.py | 11 ++++++----- 4 files changed, 29 insertions(+), 24 deletions(-) diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py index bc0d0fd37cd..f88f5d763c4 100644 --- a/torchgeo/trainers/classification.py +++ b/torchgeo/trainers/classification.py @@ -194,11 +194,12 @@ def validation_step( batch[key] = batch[key].cpu() sample = unbind_samples(batch)[0] fig = datamodule.plot(sample) - summary_writer = self.logger.experiment - summary_writer.add_figure( - f"image/{batch_idx}", fig, global_step=self.global_step - ) - plt.close() + if fig: + summary_writer = self.logger.experiment + summary_writer.add_figure( + f"image/{batch_idx}", fig, global_step=self.global_step + ) + plt.close() except ValueError: pass @@ -313,10 +314,11 @@ def validation_step( batch[key] = batch[key].cpu() sample = unbind_samples(batch)[0] fig = datamodule.plot(sample) - summary_writer = self.logger.experiment - summary_writer.add_figure( - f"image/{batch_idx}", fig, global_step=self.global_step - ) + if fig: + summary_writer = self.logger.experiment + summary_writer.add_figure( + f"image/{batch_idx}", fig, global_step=self.global_step + ) except ValueError: pass diff --git a/torchgeo/trainers/detection.py b/torchgeo/trainers/detection.py index 27e2bcaeedf..a5ed5f829e4 100644 --- a/torchgeo/trainers/detection.py +++ b/torchgeo/trainers/detection.py @@ -269,11 +269,12 @@ def validation_step( sample["image"] *= 255 sample["image"] = sample["image"].to(torch.uint8) fig = datamodule.plot(sample) - summary_writer = self.logger.experiment - summary_writer.add_figure( - f"image/{batch_idx}", fig, global_step=self.global_step - ) - plt.close() + if fig: + summary_writer = self.logger.experiment + summary_writer.add_figure( + f"image/{batch_idx}", fig, global_step=self.global_step + ) + plt.close() except ValueError: pass diff --git a/torchgeo/trainers/regression.py b/torchgeo/trainers/regression.py index 2a47937a6a5..06c24c8e910 100644 --- a/torchgeo/trainers/regression.py +++ b/torchgeo/trainers/regression.py @@ -197,11 +197,12 @@ def validation_step( batch[key] = batch[key].cpu() sample = unbind_samples(batch)[0] fig = datamodule.plot(sample) - summary_writer = self.logger.experiment - summary_writer.add_figure( - f"image/{batch_idx}", fig, global_step=self.global_step - ) - plt.close() + if fig: + summary_writer = self.logger.experiment + summary_writer.add_figure( + f"image/{batch_idx}", fig, global_step=self.global_step + ) + plt.close() except ValueError: pass diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py index 8497436d305..224c04162e5 100644 --- a/torchgeo/trainers/segmentation.py +++ b/torchgeo/trainers/segmentation.py @@ -254,11 +254,12 @@ def validation_step( batch[key] = batch[key].cpu() sample = unbind_samples(batch)[0] fig = datamodule.plot(sample) - summary_writer = self.logger.experiment - summary_writer.add_figure( - f"image/{batch_idx}", fig, global_step=self.global_step - ) - plt.close() + if fig: + summary_writer = self.logger.experiment + summary_writer.add_figure( + f"image/{batch_idx}", fig, global_step=self.global_step + ) + plt.close() except ValueError: pass From 87d13faf336e7bd92980d5ca2ea69bd2506d60e9 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 25 Sep 2023 15:57:45 -0500 Subject: [PATCH 029/113] Bump pyupgrade from 3.12.0 to 3.13.0 in /requirements (#1588) Bumps [pyupgrade](https://github.com/asottile/pyupgrade) from 3.12.0 to 3.13.0. - [Commits](https://github.com/asottile/pyupgrade/compare/v3.12.0...v3.13.0) --- updated-dependencies: - dependency-name: pyupgrade dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index 4990257c6d9..493382a74a9 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -3,4 +3,4 @@ black[jupyter]==23.9.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 -pyupgrade==3.12.0 +pyupgrade==3.13.0 From 8da83147f30590f78a7b52134c6cc1f7e20169e9 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 25 Sep 2023 21:23:28 +0000 Subject: [PATCH 030/113] Bump actions/checkout from 4.0.0 to 4.1.0 (#1589) Bumps [actions/checkout](https://github.com/actions/checkout) from 4.0.0 to 4.1.0. - [Release notes](https://github.com/actions/checkout/releases) - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md) - [Commits](https://github.com/actions/checkout/compare/v4.0.0...v4.1.0) --- updated-dependencies: - dependency-name: actions/checkout dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .github/workflows/release.yaml | 6 +++--- .github/workflows/style.yaml | 10 +++++----- .github/workflows/tests.yaml | 6 +++--- .github/workflows/tutorials.yaml | 2 +- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index fcec61b14b2..c2ce1bde0d4 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -35,7 +35,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -58,7 +58,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: diff --git a/.github/workflows/style.yaml b/.github/workflows/style.yaml index 66962a13069..4136a23f304 100644 --- a/.github/workflows/style.yaml +++ b/.github/workflows/style.yaml @@ -14,7 +14,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -37,7 +37,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -60,7 +60,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -83,7 +83,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -106,7 +106,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index 7a72215539e..dc8d90845d8 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -14,7 +14,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -43,7 +43,7 @@ jobs: python-version: ['3.9', '3.10', '3.11'] steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: @@ -86,7 +86,7 @@ jobs: MPLBACKEND: Agg steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index 5b7d9c43638..d94b77db83c 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -16,7 +16,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.0.0 + uses: actions/checkout@v4.1.0 - name: Set up python uses: actions/setup-python@v4.7.0 with: From 7f00c4dc11dfa43b4db331c3158e3aa13dedb707 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 26 Sep 2023 17:11:51 -0500 Subject: [PATCH 031/113] Bump lightly from 1.4.19 to 1.4.20 in /requirements (#1590) Bumps [lightly](https://github.com/lightly-ai/lightly) from 1.4.19 to 1.4.20. - [Release notes](https://github.com/lightly-ai/lightly/releases) - [Commits](https://github.com/lightly-ai/lightly/compare/v1.4.19...v1.4.20) --- updated-dependencies: - dependency-name: lightly dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index bb6e2a14482..da329ea4181 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -5,7 +5,7 @@ setuptools==68.2.0 einops==0.6.1 fiona==1.9.4.post1 kornia==0.7.0 -lightly==1.4.19 +lightly==1.4.20 lightning==2.0.9 matplotlib==3.8.0 numpy==1.26.0 From 984e222790c6c80a3fed101757abc0b12b784900 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Wed, 27 Sep 2023 12:11:52 -0500 Subject: [PATCH 032/113] Add command line script (#1559) * Add command line script * Label PRs correctly * Flake8 fix * Add callbacks * Update all conf files * Enforce class of model/data * Update BYOL tests * Update all tests * Use default num workers: 0 * Variable interpolation only supported by omegaconf backend * Fix regression tests * Ensure that jsonargparse is installed during testing * Bump minimimum lightning version * Workaround for lightning/jsonargparse bugs * Ignore Python 3.9 warning message * Add test coverage for __main__.py * Increase coverage of PixelwiseRegressionTask * jsonargparse bug fixed in latest release * Revert "jsonargparse bug fixed in latest release" This reverts commit 4f38cdfca30d792485af49a6245ea9929a3b45c5. * Use default logging frequency * Ensure that metrics are actually logged * Fix ObjectDetectionTask logging * Ignore type errors * Not all need to be ignored --- .github/labeler.yml | 3 +- .github/workflows/release.yaml | 10 +- .github/workflows/tests.yaml | 8 +- .pre-commit-config.yaml | 2 +- conf/bigearthnet.yaml | 40 +++-- conf/chesapeake_cvpr.yaml | 60 ++++--- conf/cowc_counting.yaml | 34 ++-- conf/cyclone.yaml | 34 ++-- conf/deepglobelandcover.yaml | 46 +++--- conf/defaults.yaml | 8 - conf/etci2021.yaml | 40 +++-- conf/eurosat.yaml | 36 ++--- conf/gid15.yaml | 46 +++--- conf/inria.yaml | 42 +++-- conf/l7irish.yaml | 40 ++--- conf/l8biome.yaml | 40 ++--- conf/landcoverai.yaml | 42 +++-- conf/naipchesapeake.yaml | 46 +++--- conf/nasa_marine_debris.yaml | 34 ++-- conf/potsdam2d.yaml | 46 +++--- conf/resisc45.yaml | 36 ++--- conf/seco_100k.yaml | 40 +++-- conf/sen12ms.yaml | 42 +++-- conf/so2sat.yaml | 38 +++-- conf/spacenet1.yaml | 40 +++-- conf/ssl4eo_benchmark_etm_sr_cdl.yaml | 44 ++--- conf/ssl4eo_benchmark_etm_sr_nlcd.yaml | 44 ++--- conf/ssl4eo_benchmark_etm_toa_cdl.yaml | 44 ++--- conf/ssl4eo_benchmark_etm_toa_nlcd.yaml | 44 ++--- conf/ssl4eo_benchmark_oli_sr_cdl.yaml | 44 ++--- conf/ssl4eo_benchmark_oli_sr_nlcd.yaml | 44 ++--- conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml | 44 ++--- conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml | 44 ++--- conf/ssl4eo_benchmark_tm_toa_cdl.yaml | 44 ++--- conf/ssl4eo_benchmark_tm_toa_nlcd.yaml | 44 ++--- ...ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml | 65 ++++---- conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml | 65 ++++---- ...ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml | 55 +++---- conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml | 55 +++---- conf/ucmerced.yaml | 36 ++--- conf/vaihingen2d.yaml | 46 +++--- pyproject.toml | 18 ++- requirements/min-reqs.old | 9 +- requirements/required.txt | 2 +- requirements/tests.txt | 3 - tests/conf/bigearthnet_all.yaml | 31 ++-- tests/conf/bigearthnet_s1.yaml | 31 ++-- tests/conf/bigearthnet_s2.yaml | 31 ++-- tests/conf/chesapeake_cvpr_5.yaml | 51 +++--- tests/conf/chesapeake_cvpr_7.yaml | 51 +++--- tests/conf/chesapeake_cvpr_prior_byol.yaml | 41 ++--- tests/conf/chesapeake_cvpr_prior_moco.yaml | 41 ++--- tests/conf/chesapeake_cvpr_prior_simclr.yaml | 47 +++--- tests/conf/cowc_counting.yaml | 27 ++-- tests/conf/cyclone.yaml | 27 ++-- tests/conf/deepglobelandcover.yaml | 35 ++-- tests/conf/etci2021.yaml | 31 ++-- tests/conf/eurosat.yaml | 27 ++-- tests/conf/eurosat100.yaml | 30 ++-- tests/conf/fire_risk.yaml | 27 ++-- tests/conf/gid15.yaml | 37 ++--- tests/conf/inria.yaml | 35 ++-- tests/conf/inria_deeplab.yaml | 16 ++ tests/conf/inria_fcn.yaml | 16 ++ tests/conf/inria_unet.yaml | 16 ++ tests/conf/l7irish.yaml | 37 ++--- tests/conf/l8biome.yaml | 37 ++--- tests/conf/landcoverai.yaml | 33 ++-- tests/conf/loveda.yaml | 33 ++-- tests/conf/naipchesapeake.yaml | 37 ++--- tests/conf/nasa_marine_debris.yaml | 25 +-- tests/conf/potsdam2d.yaml | 35 ++-- tests/conf/resisc45.yaml | 27 ++-- tests/conf/seco_byol_1.yaml | 28 ++-- tests/conf/seco_byol_2.yaml | 28 ++-- tests/conf/seco_moco_1.yaml | 38 +++-- tests/conf/seco_moco_2.yaml | 44 ++--- tests/conf/seco_simclr_1.yaml | 40 +++-- tests/conf/seco_simclr_2.yaml | 40 +++-- tests/conf/sen12ms_all.yaml | 31 ++-- tests/conf/sen12ms_s1.yaml | 33 ++-- tests/conf/sen12ms_s2_all.yaml | 31 ++-- tests/conf/sen12ms_s2_reduced.yaml | 31 ++-- tests/conf/skippd.yaml | 27 ++-- tests/conf/so2sat_all.yaml | 29 ++-- tests/conf/so2sat_rgb.yaml | 31 ++-- tests/conf/so2sat_s1.yaml | 29 ++-- tests/conf/so2sat_s2.yaml | 27 ++-- tests/conf/spacenet1.yaml | 37 ++--- tests/conf/ssl4eo_l_benchmark_cdl.yaml | 35 ++-- tests/conf/ssl4eo_l_benchmark_nlcd.yaml | 35 ++-- tests/conf/ssl4eo_l_byol_1.yaml | 25 +-- tests/conf/ssl4eo_l_byol_2.yaml | 25 +-- tests/conf/ssl4eo_l_moco_1.yaml | 35 ++-- tests/conf/ssl4eo_l_moco_2.yaml | 41 ++--- tests/conf/ssl4eo_l_simclr_1.yaml | 37 ++--- tests/conf/ssl4eo_l_simclr_2.yaml | 37 ++--- tests/conf/ssl4eo_s12_byol_1.yaml | 25 +-- tests/conf/ssl4eo_s12_byol_2.yaml | 25 +-- tests/conf/ssl4eo_s12_moco_1.yaml | 35 ++-- tests/conf/ssl4eo_s12_moco_2.yaml | 41 ++--- tests/conf/ssl4eo_s12_simclr_1.yaml | 37 ++--- tests/conf/ssl4eo_s12_simclr_2.yaml | 37 ++--- tests/conf/sustainbench_crop_yield.yaml | 27 ++-- tests/conf/ucmerced.yaml | 27 ++-- tests/conf/vaihingen2d.yaml | 35 ++-- tests/test_main.py | 9 ++ tests/test_train.py | 136 ---------------- tests/trainers/test_byol.py | 34 ++-- tests/trainers/test_classification.py | 69 ++++---- tests/trainers/test_detection.py | 37 +++-- tests/trainers/test_moco.py | 35 ++-- tests/trainers/test_regression.py | 126 +++++++-------- tests/trainers/test_segmentation.py | 36 ++--- tests/trainers/test_simclr.py | 35 ++-- torchgeo/__main__.py | 8 + torchgeo/datamodules/so2sat.py | 4 +- torchgeo/main.py | 36 +++++ torchgeo/trainers/base.py | 19 ++- torchgeo/trainers/classification.py | 8 +- torchgeo/trainers/detection.py | 26 +-- torchgeo/trainers/regression.py | 3 + torchgeo/trainers/segmentation.py | 3 + train.py | 153 ------------------ 124 files changed, 2129 insertions(+), 2290 deletions(-) delete mode 100644 conf/defaults.yaml create mode 100644 tests/conf/inria_deeplab.yaml create mode 100644 tests/conf/inria_fcn.yaml create mode 100644 tests/conf/inria_unet.yaml create mode 100644 tests/test_main.py delete mode 100644 tests/test_train.py create mode 100644 torchgeo/__main__.py create mode 100644 torchgeo/main.py delete mode 100755 train.py diff --git a/.github/labeler.yml b/.github/labeler.yml index 683f7a9047b..7e515b2226a 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -22,7 +22,8 @@ dependencies: documentation: - "docs/**" scripts: -- "*.py" +- "torchgeo/__main__.py" +- "torchgeo/main.py" - "experiments/**" testing: - "tests/**" diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index c2ce1bde0d4..ea4ae2634ae 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -29,7 +29,10 @@ jobs: - name: List pip dependencies run: pip list - name: Run pytest checks - run: pytest --cov=torchgeo --cov-report=xml --durations=10 + run: | + pytest --cov=torchgeo --cov-report=xml --durations=10 + python -m torchgeo --help + torchgeo --help integration: name: integration runs-on: ubuntu-latest @@ -52,7 +55,10 @@ jobs: - name: List pip dependencies run: pip list - name: Run integration checks - run: pytest -m slow --durations=10 + run: | + pytest -m slow --durations=10 + python -m torchgeo --help + torchgeo --help notebooks: name: notebooks runs-on: ubuntu-latest diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index dc8d90845d8..e69411d1f7f 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -74,7 +74,9 @@ jobs: - name: List pip dependencies run: pip list - name: Run pytest checks - run: pytest --cov=torchgeo --cov-report=xml --durations=10 + run: | + pytest --cov=torchgeo --cov-report=xml --durations=10 + python3 -m torchgeo --help - name: Report coverage uses: codecov/codecov-action@v3.1.4 with: @@ -109,7 +111,9 @@ jobs: - name: List pip dependencies run: pip list - name: Run pytest checks - run: pytest --cov=torchgeo --cov-report=xml --durations=10 + run: | + pytest --cov=torchgeo --cov-report=xml --durations=10 + python3 -m torchgeo --help - name: Report coverage uses: codecov/codecov-action@v3.1.4 with: diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 3b08614d98d..da8e338b2c2 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -34,5 +34,5 @@ repos: hooks: - id: mypy args: [--strict, --ignore-missing-imports, --show-error-codes] - additional_dependencies: [torch>=2, torchmetrics>=0.10, lightning>=2.0.9, pytest>=6.1.2, pyvista>=0.34.2, omegaconf>=2.0.1, hydra-core>=1, kornia>=0.6.5, numpy>=1.22] + additional_dependencies: [torch>=2, torchmetrics>=0.10, lightning>=2.0.9, pytest>=6.1.2, pyvista>=0.34.2, kornia>=0.6.5, numpy>=1.22] exclude: (build|data|dist|logo|logs|output)/ diff --git a/conf/bigearthnet.yaml b/conf/bigearthnet.yaml index 148f3104849..c13cba2cab4 100644 --- a/conf/bigearthnet.yaml +++ b/conf/bigearthnet.yaml @@ -1,24 +1,22 @@ -module: - _target_: torchgeo.trainers.MultiLabelClassificationTask - loss: "bce" - model: "resnet18" - lr: 1e-3 - patience: 6 - weights: null - in_channels: 14 - num_classes: 19 - -datamodule: - _target_: torchgeo.datamodules.BigEarthNetDataModule - root: "data/bigearthnet" - bands: "all" - num_classes: ${module.num_classes} - batch_size: 128 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: MultiLabelClassificationTask + init_args: + loss: "bce" + model: "resnet18" + lr: 1e-3 + patience: 6 + weights: null + in_channels: 14 + num_classes: 19 +data: + class_path: BigEarthNetDataModule + init_args: + batch_size: 128 + num_workers: 4 + dict_kwargs: + root: "data/bigearthnet" + bands: "all" + num_classes: ${model.init_args.num_classes} diff --git a/conf/chesapeake_cvpr.yaml b/conf/chesapeake_cvpr.yaml index 03a27574f18..da2e012ed05 100644 --- a/conf/chesapeake_cvpr.yaml +++ b/conf/chesapeake_cvpr.yaml @@ -1,34 +1,32 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 4 - num_classes: 7 - num_filters: 256 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule - root: "data/chesapeake/cvpr" - train_splits: - - "de-train" - val_splits: - - "de-val" - test_splits: - - "de-test" - batch_size: 200 - patch_size: 256 - num_workers: 4 - class_set: ${module.num_classes} - use_prior_labels: False - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: null + lr: 1e-3 + patience: 6 + in_channels: 4 + num_classes: 7 + num_filters: 256 + ignore_index: null +data: + class_path: ChesapeakeCVPRDataModule + init_args: + train_splits: + - "de-train" + val_splits: + - "de-val" + test_splits: + - "de-test" + batch_size: 200 + patch_size: 256 + num_workers: 4 + class_set: ${model.init_args.num_classes} + use_prior_labels: False + dict_kwargs: + root: "data/chesapeake/cvpr" diff --git a/conf/cowc_counting.yaml b/conf/cowc_counting.yaml index d0166afd5b2..481ba40cd97 100644 --- a/conf/cowc_counting.yaml +++ b/conf/cowc_counting.yaml @@ -1,21 +1,19 @@ -module: - _target_: torchgeo.trainers.RegressionTask - model: resnet18 - weights: null - num_outputs: 1 - in_channels: 3 - lr: 1e-3 - patience: 2 - -datamodule: - _target_: torchgeo.datamodules.COWCCountingDataModule - root: "data/cowc_counting" - batch_size: 64 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: RegressionTask + init_args: + model: resnet18 + weights: null + num_outputs: 1 + in_channels: 3 + lr: 1e-3 + patience: 2 +data: + class_path: COWCCountingDataModule + init_args: + batch_size: 64 + num_workers: 4 + dict_kwargs: + root: "data/cowc_counting" diff --git a/conf/cyclone.yaml b/conf/cyclone.yaml index 98a25acbb86..e6bf3d11bf0 100644 --- a/conf/cyclone.yaml +++ b/conf/cyclone.yaml @@ -1,21 +1,19 @@ -module: - _target_: torchgeo.trainers.RegressionTask - model: "resnet18" - weights: null - num_outputs: 1 - in_channels: 3 - lr: 1e-3 - patience: 2 - -datamodule: - _target_: torchgeo.datamodules.TropicalCycloneDataModule - root: "data/cyclone" - batch_size: 32 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: RegressionTask + init_args: + model: "resnet18" + weights: null + num_outputs: 1 + in_channels: 3 + lr: 1e-3 + patience: 2 +data: + class_path: TropicalCycloneDataModule + init_args: + batch_size: 32 + num_workers: 4 + dict_kwargs: + root: "data/cyclone" diff --git a/conf/deepglobelandcover.yaml b/conf/deepglobelandcover.yaml index 427fad68726..0c77f968db4 100644 --- a/conf/deepglobelandcover.yaml +++ b/conf/deepglobelandcover.yaml @@ -1,27 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 7 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.DeepGlobeLandCoverDataModule - root: "data/deepglobelandcover" - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: null + lr: 1e-3 + patience: 6 + in_channels: 3 + num_classes: 7 + num_filters: 1 + ignore_index: null +data: + class_path: DeepGlobeLandCoverDataModule + init_args: + batch_size: 1 + patch_size: 64 + val_split_pct: 0.5 + num_workers: 0 + dict_kwargs: + root: "data/deepglobelandcover" diff --git a/conf/defaults.yaml b/conf/defaults.yaml deleted file mode 100644 index 15d58be2656..00000000000 --- a/conf/defaults.yaml +++ /dev/null @@ -1,8 +0,0 @@ -config_file: null # This lets the user pass a config filename to load other arguments from - -program: # These are the arguments that define how the train.py script works - seed: 0 - output_dir: output - data_dir: data - log_dir: logs - overwrite: False diff --git a/conf/etci2021.yaml b/conf/etci2021.yaml index afdcb3f7c2f..c3f0ae487ca 100644 --- a/conf/etci2021.yaml +++ b/conf/etci2021.yaml @@ -1,24 +1,22 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: true - lr: 1e-3 - patience: 6 - in_channels: 6 - num_classes: 2 - ignore_index: 0 - -datamodule: - _target_: torchgeo.datamodules.ETCI2021DataModule - root: "data/etci2021" - batch_size: 32 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: true + lr: 1e-3 + patience: 6 + in_channels: 6 + num_classes: 2 + ignore_index: 0 +data: + class_path: ETCI2021DataModule + init_args: + batch_size: 32 + num_workers: 4 + dict_kwargs: + root: "data/etci2021" diff --git a/conf/eurosat.yaml b/conf/eurosat.yaml index b4d58e8e7b9..6e788273aa6 100644 --- a/conf/eurosat.yaml +++ b/conf/eurosat.yaml @@ -1,22 +1,20 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - lr: 1e-3 - patience: 6 - weights: null - in_channels: 13 - num_classes: 10 - -datamodule: - _target_: torchgeo.datamodules.EuroSATDataModule - root: "data/eurosat" - batch_size: 128 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + lr: 1e-3 + patience: 6 + weights: null + in_channels: 13 + num_classes: 10 +data: + class_path: EuroSATDataModule + init_args: + batch_size: 128 + num_workers: 4 + dict_kwargs: + root: "data/eurosat" diff --git a/conf/gid15.yaml b/conf/gid15.yaml index 83578c27ebb..cf12b60f2a1 100644 --- a/conf/gid15.yaml +++ b/conf/gid15.yaml @@ -1,27 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 16 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.GID15DataModule - root: "data/gid15" - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: null + lr: 1e-3 + patience: 6 + in_channels: 3 + num_classes: 16 + num_filters: 1 + ignore_index: null +data: + class_path: GID15DataModule + init_args: + batch_size: 1 + patch_size: 64 + val_split_pct: 0.5 + num_workers: 0 + dict_kwargs: + root: "data/gid15" diff --git a/conf/inria.yaml b/conf/inria.yaml index 1a07d81026b..b795980cd0c 100644 --- a/conf/inria.yaml +++ b/conf/inria.yaml @@ -1,25 +1,23 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: true - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 2 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.InriaAerialImageLabelingDataModule - root: "data/inria" - batch_size: 1 - patch_size: 512 - num_workers: 32 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: true + lr: 1e-3 + patience: 6 + in_channels: 3 + num_classes: 2 + ignore_index: null +data: + class_path: InriaAerialImageLabelingDataModule + init_args: + batch_size: 1 + patch_size: 512 + num_workers: 32 + dict_kwargs: + root: "data/inria" diff --git a/conf/l7irish.yaml b/conf/l7irish.yaml index 44eb15cd3db..6681379cf11 100644 --- a/conf/l7irish.yaml +++ b/conf/l7irish.yaml @@ -1,23 +1,23 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 9 - num_classes: 5 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.L7IrishDataModule - root: "data/l7irish" - batch_size: 64 - patch_size: 224 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 9 + num_classes: 5 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: L7IrishDataModule + init_args: + batch_size: 64 + patch_size: 224 + num_workers: 16 + dict_kwargs: + root: "data/l7irish" diff --git a/conf/l8biome.yaml b/conf/l8biome.yaml index 481990017c2..122a3c46073 100644 --- a/conf/l8biome.yaml +++ b/conf/l8biome.yaml @@ -1,23 +1,23 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 11 - num_classes: 5 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.L8BiomeDataModule - root: "data/l8biome" - batch_size: 64 - patch_size: 224 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 11 + num_classes: 5 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: L8BiomeDataModule + init_args: + batch_size: 64 + patch_size: 224 + num_workers: 16 + dict_kwargs: + root: "data/l8biome" diff --git a/conf/landcoverai.yaml b/conf/landcoverai.yaml index f3c1d92217e..e9ef4df66cf 100644 --- a/conf/landcoverai.yaml +++ b/conf/landcoverai.yaml @@ -1,25 +1,23 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: true - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 5 - num_filters: 256 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.LandCoverAIDataModule - root: "data/landcoverai" - batch_size: 32 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: true + lr: 1e-3 + patience: 6 + in_channels: 3 + num_classes: 5 + num_filters: 256 + ignore_index: null +data: + class_path: LandCoverAIDataModule + init_args: + batch_size: 32 + num_workers: 4 + dict_kwargs: + root: "data/landcoverai" diff --git a/conf/naipchesapeake.yaml b/conf/naipchesapeake.yaml index e1e3039291d..a767e6348e6 100644 --- a/conf/naipchesapeake.yaml +++ b/conf/naipchesapeake.yaml @@ -1,27 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "deeplabv3+" - backbone: "resnet34" - weights: true - lr: 1e-3 - patience: 2 - in_channels: 4 - num_classes: 14 - num_filters: 64 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.NAIPChesapeakeDataModule - naip_root: "data/naip" - chesapeake_root: "data/chesapeake/BAYWIDE" - batch_size: 32 - num_workers: 4 - patch_size: 32 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "deeplabv3+" + backbone: "resnet34" + weights: true + lr: 1e-3 + patience: 2 + in_channels: 4 + num_classes: 14 + num_filters: 64 + ignore_index: null +data: + class_path: NAIPChesapeakeDataModule + init_args: + batch_size: 32 + num_workers: 4 + patch_size: 32 + dict_kwargs: + naip_root: "data/naip" + chesapeake_root: "data/chesapeake/BAYWIDE" diff --git a/conf/nasa_marine_debris.yaml b/conf/nasa_marine_debris.yaml index 39aba0df5ba..0cc12b99e04 100644 --- a/conf/nasa_marine_debris.yaml +++ b/conf/nasa_marine_debris.yaml @@ -1,21 +1,19 @@ -module: - _target_: torchgeo.trainers.ObjectDetectionTask - model: "faster-rcnn" - backbone: "resnet50" - num_classes: 2 - lr: 1.2e-4 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.NASAMarineDebrisDataModule - root: "data/nasamr/nasa_marine_debris" - batch_size: 4 - num_workers: 6 - val_split_pct: 0.2 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: ObjectDetectionTask + init_args: + model: "faster-rcnn" + backbone: "resnet50" + num_classes: 2 + lr: 1.2e-4 + patience: 6 +data: + class_path: NASAMarineDebrisDataModule + init_args: + batch_size: 4 + num_workers: 6 + val_split_pct: 0.2 + dict_kwargs: + root: "data/nasamr/nasa_marine_debris" diff --git a/conf/potsdam2d.yaml b/conf/potsdam2d.yaml index f069d84c497..2e1814f10b1 100644 --- a/conf/potsdam2d.yaml +++ b/conf/potsdam2d.yaml @@ -1,27 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 4 - num_classes: 6 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.Potsdam2DDataModule - root: "data/potsdam" - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: null + lr: 1e-3 + patience: 6 + in_channels: 4 + num_classes: 6 + num_filters: 1 + ignore_index: null +data: + class_path: Potsdam2DDataModule + init_args: + batch_size: 1 + patch_size: 64 + val_split_pct: 0.5 + num_workers: 0 + dict_kwargs: + root: "data/potsdam" diff --git a/conf/resisc45.yaml b/conf/resisc45.yaml index 777f0c3749a..8a9d34c4ede 100644 --- a/conf/resisc45.yaml +++ b/conf/resisc45.yaml @@ -1,22 +1,20 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - lr: 1e-3 - patience: 6 - weights: null - in_channels: 3 - num_classes: 45 - -datamodule: - _target_: torchgeo.datamodules.RESISC45DataModule - root: "data/resisc45" - batch_size: 128 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + lr: 1e-3 + patience: 6 + weights: null + in_channels: 3 + num_classes: 45 +data: + class_path: RESISC45DataModule + init_args: + batch_size: 128 + num_workers: 4 + dict_kwargs: + root: "data/resisc45" diff --git a/conf/seco_100k.yaml b/conf/seco_100k.yaml index 7d8058ae2f1..cab0ace48d8 100644 --- a/conf/seco_100k.yaml +++ b/conf/seco_100k.yaml @@ -1,24 +1,22 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 12 - backbone: "resnet18" - weights: True - lr: 1e-3 - patience: 6 - optimizer: "Adam" - -datamodule: - _target_: torchgeo.datamodules.SeasonalContrastS2DataModule - root: "data/seco" - version: "100k" - seasons: 2 - bands: ["B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B8A", "B9", "B11", "B12"] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: BYOLTask + init_args: + in_channels: 12 + backbone: "resnet18" + weights: True + lr: 1e-3 + patience: 6 + optimizer: "Adam" +data: + class_path: SeasonalContrastS2DataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/seco" + version: "100k" + seasons: 2 + bands: ["B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B8A", "B9", "B11", "B12"] diff --git a/conf/sen12ms.yaml b/conf/sen12ms.yaml index f9021450719..efd4fb39b0e 100644 --- a/conf/sen12ms.yaml +++ b/conf/sen12ms.yaml @@ -1,25 +1,23 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 2 - in_channels: 15 - num_classes: 11 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.SEN12MSDataModule - root: "data/sen12ms" - band_set: "all" - batch_size: 32 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: null + lr: 1e-3 + patience: 2 + in_channels: 15 + num_classes: 11 + ignore_index: null +data: + class_path: SEN12MSDataModule + init_args: + batch_size: 32 + num_workers: 4 + dict_kwargs: + root: "data/sen12ms" + band_set: "all" diff --git a/conf/so2sat.yaml b/conf/so2sat.yaml index dea87f7adf4..1b9e7144263 100644 --- a/conf/so2sat.yaml +++ b/conf/so2sat.yaml @@ -1,23 +1,21 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - lr: 1e-3 - patience: 6 - weights: null - in_channels: 18 - num_classes: 17 - -datamodule: - _target_: torchgeo.datamodules.So2SatDataModule - root: "data/so2sat" - batch_size: 128 - num_workers: 4 - band_set: "all" - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + lr: 1e-3 + patience: 6 + weights: null + in_channels: 18 + num_classes: 17 +data: + class_path: So2SatDataModule + init_args: + batch_size: 128 + num_workers: 4 + band_set: "all" + dict_kwargs: + root: "data/so2sat" diff --git a/conf/spacenet1.yaml b/conf/spacenet1.yaml index b3da966f2af..1384b8c8e05 100644 --- a/conf/spacenet1.yaml +++ b/conf/spacenet1.yaml @@ -1,24 +1,22 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: true - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 3 - ignore_index: 0 - -datamodule: - _target_: torchgeo.datamodules.SpaceNet1DataModule - root: "data/spacenet" - batch_size: 32 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: true + lr: 1e-3 + patience: 6 + in_channels: 3 + num_classes: 3 + ignore_index: 0 +data: + class_path: SpaceNet1DataModule + init_args: + batch_size: 32 + num_workers: 4 + dict_kwargs: + root: "data/spacenet" diff --git a/conf/ssl4eo_benchmark_etm_sr_cdl.yaml b/conf/ssl4eo_benchmark_etm_sr_cdl.yaml index c5be32ae035..30b41c1cb0e 100644 --- a/conf/ssl4eo_benchmark_etm_sr_cdl.yaml +++ b/conf/ssl4eo_benchmark_etm_sr_cdl.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 6 - num_classes: 18 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "etm_sr" - product: "cdl" - classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 6 + num_classes: 18 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "etm_sr" + product: "cdl" + classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] diff --git a/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml b/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml index 066cbf0dbb7..51e1732e91d 100644 --- a/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml +++ b/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 6 - num_classes: 14 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "etm_sr" - product: "nlcd" - classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 6 + num_classes: 14 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "etm_sr" + product: "nlcd" + classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] diff --git a/conf/ssl4eo_benchmark_etm_toa_cdl.yaml b/conf/ssl4eo_benchmark_etm_toa_cdl.yaml index 641b387de74..7205bc6e20d 100644 --- a/conf/ssl4eo_benchmark_etm_toa_cdl.yaml +++ b/conf/ssl4eo_benchmark_etm_toa_cdl.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 9 - num_classes: 18 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "etm_toa" - product: "cdl" - classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 9 + num_classes: 18 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "etm_toa" + product: "cdl" + classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] diff --git a/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml b/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml index 4e8ff97bcba..10b9ea0a24c 100644 --- a/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml +++ b/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 9 - num_classes: 14 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "etm_toa" - product: "nlcd" - classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 9 + num_classes: 14 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "etm_toa" + product: "nlcd" + classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] diff --git a/conf/ssl4eo_benchmark_oli_sr_cdl.yaml b/conf/ssl4eo_benchmark_oli_sr_cdl.yaml index 92f1f1be77c..f32a344cd0a 100644 --- a/conf/ssl4eo_benchmark_oli_sr_cdl.yaml +++ b/conf/ssl4eo_benchmark_oli_sr_cdl.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 7 - num_classes: 18 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "oli_sr" - product: "cdl" - classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 7 + num_classes: 18 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "oli_sr" + product: "cdl" + classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] diff --git a/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml b/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml index ef309f357ce..4fa8059656d 100644 --- a/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml +++ b/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 7 - num_classes: 14 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "oli_sr" - product: "nlcd" - classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 7 + num_classes: 14 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "oli_sr" + product: "nlcd" + classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] diff --git a/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml b/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml index 933f980a5d0..2beacfd672f 100644 --- a/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml +++ b/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 11 - num_classes: 18 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "oli_tirs_toa" - product: "cdl" - classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 11 + num_classes: 18 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "oli_tirs_toa" + product: "cdl" + classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] diff --git a/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml b/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml index 7059b818e7c..d14dbb6c6e2 100644 --- a/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml +++ b/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 11 - num_classes: 14 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "oli_tirs_toa" - product: "nlcd" - classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 11 + num_classes: 14 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "oli_tirs_toa" + product: "nlcd" + classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] diff --git a/conf/ssl4eo_benchmark_tm_toa_cdl.yaml b/conf/ssl4eo_benchmark_tm_toa_cdl.yaml index a5721b3814b..d64d0ab65ac 100644 --- a/conf/ssl4eo_benchmark_tm_toa_cdl.yaml +++ b/conf/ssl4eo_benchmark_tm_toa_cdl.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 7 - num_classes: 18 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "tm_toa" - product: "cdl" - classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 7 + num_classes: 18 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "tm_toa" + product: "cdl" + classes: [0, 1, 5, 24, 36, 37, 61, 111, 121, 122, 131, 141, 142, 143, 152, 176, 190, 195] diff --git a/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml b/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml index 03cba077955..c1f9d0bde17 100644 --- a/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml +++ b/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml @@ -1,25 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - model: "unet" - backbone: "resnet18" - weights: null - in_channels: 7 - num_classes: 14 - loss: "ce" - ignore_index: 0 - lr: 1e-3 - patience: 6 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "data/ssl4eo_benchmark" - sensor: "tm_toa" - product: "nlcd" - classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] - batch_size: 64 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer min_epochs: 20 max_epochs: 100 +model: + class_path: SemanticSegmentationTask + init_args: + model: "unet" + backbone: "resnet18" + weights: null + in_channels: 7 + num_classes: 14 + loss: "ce" + ignore_index: 0 + lr: 1e-3 + patience: 6 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 64 + num_workers: 16 + dict_kwargs: + root: "data/ssl4eo_benchmark" + sensor: "tm_toa" + product: "nlcd" + classes: [0, 11, 21, 22, 31, 41, 42, 43, 52, 71, 81, 82, 90, 95] diff --git a/conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml b/conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml index e65dc56dee8..440c02ed8ff 100644 --- a/conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml +++ b/conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml @@ -1,40 +1,33 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: resnet50 - weights: True - in_channels: 11 - version: 2 - layers: 2 - hidden_dim: 2048 - output_dim: 128 - lr: 0.12 - weight_decay: 1e-4 - momentum: 0.9 - schedule: [120, 160] - temperature: 0.07 - memory_bank_size: 65536 - moco_momentum: 0.999 - gather_distributed: True - size: 224 - grayscale_weights: null - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: /path/to/data/ - split: oli_tirs_toa - seasons: 2 - batch_size: 256 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 4 limit_val_batches: 0.0 max_epochs: 200 log_every_n_steps: 5 - -program: - overwrite: True - output_dir: output/ssl4eo-l-oli-tirs-toa-mocov2-resnet50 - log_dir: logs/ssl4eo-l-oli-tirs-toa-mocov2-resnet50 +model: + class_path: MoCoTask + init_args: + model: resnet50 + weights: True + in_channels: 11 + version: 2 + layers: 2 + hidden_dim: 2048 + output_dim: 128 + lr: 0.12 + weight_decay: 1e-4 + momentum: 0.9 + schedule: [120, 160] + temperature: 0.07 + memory_bank_size: 65536 + moco_momentum: 0.999 + gather_distributed: True + size: 224 + grayscale_weights: null +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 256 + num_workers: 16 + dict_kwargs: + root: /path/to/data/ + split: oli_tirs_toa + seasons: 2 diff --git a/conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml b/conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml index c538f68b574..5345d21287b 100644 --- a/conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml +++ b/conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml @@ -1,40 +1,33 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: vit_small_patch16_224 - weights: True - in_channels: 11 - version: 2 - layers: 2 - hidden_dim: 2048 - output_dim: 128 - lr: 0.012 - weight_decay: 1e-4 - momentum: 0.9 - schedule: [120, 160] - temperature: 0.07 - memory_bank_size: 65536 - moco_momentum: 0.999 - gather_distributed: True - size: 224 - grayscale_weights: null - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: /path/to/data/ - split: oli_tirs_toa - seasons: 2 - batch_size: 256 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 4 limit_val_batches: 0.0 max_epochs: 200 log_every_n_steps: 5 - -program: - overwrite: True - output_dir: output/ssl4eo-l-oli-tirs-toa-mocov2-vits16 - log_dir: logs/ssl4eo-l-oli-tirs-toa-mocov2-vits16 +model: + class_path: MoCoTask + init_args: + model: vit_small_patch16_224 + weights: True + in_channels: 11 + version: 2 + layers: 2 + hidden_dim: 2048 + output_dim: 128 + lr: 0.012 + weight_decay: 1e-4 + momentum: 0.9 + schedule: [120, 160] + temperature: 0.07 + memory_bank_size: 65536 + moco_momentum: 0.999 + gather_distributed: True + size: 224 + grayscale_weights: null +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 256 + num_workers: 16 + dict_kwargs: + root: /path/to/data/ + split: oli_tirs_toa + seasons: 2 diff --git a/conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml b/conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml index 619e2bdf955..ca9c7a10aab 100644 --- a/conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml +++ b/conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml @@ -1,35 +1,28 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: resnet50 - weights: True - in_channels: 11 - version: 1 - layers: 2 - hidden_dim: 2048 - output_dim: 128 - lr: 0.12 - memory_bank_size: 0 - gather_distributed: True - size: 224 - grayscale_weights: null - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: /path/to/data/ - split: oli_tirs_toa - seasons: 2 - batch_size: 256 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 4 limit_val_batches: 0.0 max_epochs: 200 log_every_n_steps: 5 - -program: - overwrite: True - output_dir: output/ssl4eo-l-oli-tirs-toa-simclr-resnet50 - log_dir: logs/ssl4eo-l-oli-tirs-toa-simclr-resnet50 +model: + class_path: SimCLRTask + init_args: + model: resnet50 + weights: True + in_channels: 11 + version: 1 + layers: 2 + hidden_dim: 2048 + output_dim: 128 + lr: 0.12 + memory_bank_size: 0 + gather_distributed: True + size: 224 + grayscale_weights: null +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 256 + num_workers: 16 + dict_kwargs: + root: /path/to/data/ + split: oli_tirs_toa + seasons: 2 diff --git a/conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml b/conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml index 8d89cb06ff4..8383bb800b0 100644 --- a/conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml +++ b/conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml @@ -1,35 +1,28 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: vit_small_patch16_224 - weights: True - in_channels: 11 - version: 1 - layers: 2 - hidden_dim: 2048 - output_dim: 128 - lr: 0.012 - memory_bank_size: 0 - gather_distributed: True - size: 224 - grayscale_weights: null - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: /path/to/data/ - split: oli_tirs_toa - seasons: 2 - batch_size: 256 - num_workers: 16 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 4 limit_val_batches: 0.0 max_epochs: 200 log_every_n_steps: 5 - -program: - overwrite: True - output_dir: output/ssl4eo-l-oli-tirs-toa-simclr-vits16 - log_dir: logs/ssl4eo-l-oli-tirs-toa-simclr-vits16 +model: + class_path: SimCLRTask + init_args: + model: vit_small_patch16_224 + weights: True + in_channels: 11 + version: 1 + layers: 2 + hidden_dim: 2048 + output_dim: 128 + lr: 0.012 + memory_bank_size: 0 + gather_distributed: True + size: 224 + grayscale_weights: null +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 256 + num_workers: 16 + dict_kwargs: + root: /path/to/data/ + split: oli_tirs_toa + seasons: 2 diff --git a/conf/ucmerced.yaml b/conf/ucmerced.yaml index 33d8c415c30..2a4d8786422 100644 --- a/conf/ucmerced.yaml +++ b/conf/ucmerced.yaml @@ -1,22 +1,20 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 21 - -datamodule: - _target_: torchgeo.datamodules.UCMercedDataModule - root: "data/ucmerced" - batch_size: 128 - num_workers: 4 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + weights: null + lr: 1e-3 + patience: 6 + in_channels: 3 + num_classes: 21 +data: + class_path: UCMercedDataModule + init_args: + batch_size: 128 + num_workers: 4 + dict_kwargs: + root: "data/ucmerced" diff --git a/conf/vaihingen2d.yaml b/conf/vaihingen2d.yaml index 6b53f0d32ab..ade7b7aef55 100644 --- a/conf/vaihingen2d.yaml +++ b/conf/vaihingen2d.yaml @@ -1,27 +1,25 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 7 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.Vaihingen2DDataModule - root: "data/vaihingen" - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - trainer: - _target_: lightning.pytorch.Trainer - accelerator: gpu - devices: 1 min_epochs: 15 max_epochs: 40 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + weights: null + lr: 1e-3 + patience: 6 + in_channels: 3 + num_classes: 7 + num_filters: 1 + ignore_index: null +data: + class_path: Vaihingen2DDataModule + init_args: + batch_size: 1 + patch_size: 64 + val_split_pct: 0.5 + num_workers: 0 + dict_kwargs: + root: "data/vaihingen" diff --git a/pyproject.toml b/pyproject.toml index e1317bea908..9afb3e14792 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -45,8 +45,8 @@ dependencies = [ "kornia>=0.6.9", # lightly 1.4.4+ required for MoCo v3 support "lightly>=1.4.4", - # lightning 1.8+ is first release - "lightning>=1.8", + # lightning 2+ required for LightningCLI args + sys.argv support + "lightning[pytorch-extra]>=2", # matplotlib 3.3.3+ required for Python 3.9 wheels "matplotlib>=3.3.3", # numpy 1.19.3+ required by Python 3.9 wheels @@ -127,25 +127,22 @@ style = [ "pyupgrade>=2.8", ] tests = [ - # hydra-core 1+ required for omegaconf 2 support - "hydra-core>=1", # mypy 0.900+ required for pyproject.toml support "mypy>=0.900", # nbmake 1.3.3+ required for variable mocking "nbmake>=1.3.3", - # omegaconf 2+ required by lightning, 2.0.1+ required by hydra-core - "omegaconf>=2.0.1", # pytest 6.2+ required for pytest.MonkeyPatch "pytest>=6.2", # pytest-cov 2.4+ required for pytest --cov flags "pytest-cov>=2.4", - # tensorboard 2.9.1+ required by lightning - "tensorboard>=2.9.1", ] all = [ "torchgeo[datasets,docs,style,tests]", ] +[project.scripts] +torchgeo = "torchgeo.main:main" + [project.urls] Homepage = "https://github.com/microsoft/torchgeo" Documentation = "https://torchgeo.readthedocs.io" @@ -243,6 +240,7 @@ filterwarnings = [ "ignore:ANTIALIAS is deprecated and will be removed in Pillow 10:DeprecationWarning:tensorboardX.summary", # https://github.com/Lightning-AI/lightning/issues/16756 "ignore:Deprecated call to `pkg_resources.declare_namespace:DeprecationWarning", + "ignore:Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated:DeprecationWarning:jsonargparse", # Expected warnings # Lightning warns us about using num_workers=0, but it's faster on macOS @@ -252,6 +250,8 @@ filterwarnings = [ "ignore:MPS available but not used.:UserWarning", # Lightning warns us if TensorBoard is not installed "ignore:Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `lightning.pytorch` package:UserWarning", + # https://github.com/Lightning-AI/lightning/issues/18545 + "ignore:LightningCLI's args parameter is intended to run from within Python like if it were from the command line.:UserWarning", # https://github.com/kornia/kornia/pull/1611 "ignore:`ColorJitter` is now following Torchvision implementation.:DeprecationWarning:kornia.augmentation._2d.intensity.color_jitter", # https://github.com/kornia/kornia/pull/1663 @@ -260,6 +260,8 @@ filterwarnings = [ # Unexpected warnings, worth investigating # Lightning is having trouble inferring the batch size for ChesapeakeCVPRDataModule and CycloneDataModule for some reason "ignore:Trying to infer the `batch_size` from an ambiguous collection:UserWarning", + # https://github.com/pytest-dev/pytest/issues/11461 + "ignore::pytest.PytestUnraisableExceptionWarning", ] markers = [ "slow: marks tests as slow", diff --git a/requirements/min-reqs.old b/requirements/min-reqs.old index 62fefc46c7f..1506eadc319 100644 --- a/requirements/min-reqs.old +++ b/requirements/min-reqs.old @@ -6,7 +6,7 @@ einops==0.3.0 fiona==1.8.19 kornia==0.6.9 lightly==1.4.4 -lightning==1.8.0 +lightning[pytorch-extra]==2.0.0 matplotlib==3.3.3 numpy==1.19.3 pandas==1.1.3 @@ -46,14 +46,7 @@ pydocstyle[toml]==6.1.0 pyupgrade==2.8.0 # tests -hydra-core==1.0.0 mypy==0.900 nbmake==1.3.3 -omegaconf==2.0.1 pytest==6.2.0 pytest-cov==2.4.0 -tensorboard==2.9.1 - -# Required dependency of lightning, wasn't properly listed until 1.9 -# https://github.com/Lightning-AI/lightning/pull/16302 -websockets diff --git a/requirements/required.txt b/requirements/required.txt index da329ea4181..85b2aff192b 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -6,7 +6,7 @@ einops==0.6.1 fiona==1.9.4.post1 kornia==0.7.0 lightly==1.4.20 -lightning==2.0.9 +lightning[pytorch-extra]==2.0.9 matplotlib==3.8.0 numpy==1.26.0 pandas==2.1.1 diff --git a/requirements/tests.txt b/requirements/tests.txt index b0966be2969..cff5e12a987 100644 --- a/requirements/tests.txt +++ b/requirements/tests.txt @@ -1,8 +1,5 @@ # tests -hydra-core==1.3.2 mypy==1.5.1 nbmake==1.4.3 -omegaconf==2.3.0 pytest==7.4.2 pytest-cov==4.1.0 -tensorboard==2.14.0 diff --git a/tests/conf/bigearthnet_all.yaml b/tests/conf/bigearthnet_all.yaml index 64330c127af..2eba9c471d2 100644 --- a/tests/conf/bigearthnet_all.yaml +++ b/tests/conf/bigearthnet_all.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.MultiLabelClassificationTask - loss: "bce" - model: "resnet18" - in_channels: 14 - num_classes: 19 - -datamodule: - _target_: torchgeo.datamodules.BigEarthNetDataModule - root: "tests/data/bigearthnet" - bands: "all" - num_classes: ${module.num_classes} - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: MultiLabelClassificationTask + init_args: + loss: "bce" + model: "resnet18" + in_channels: 14 + num_classes: 19 +data: + class_path: BigEarthNetDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/bigearthnet" + bands: "all" + num_classes: 19 + download: true diff --git a/tests/conf/bigearthnet_s1.yaml b/tests/conf/bigearthnet_s1.yaml index b3744b9313b..b93d54ce1eb 100644 --- a/tests/conf/bigearthnet_s1.yaml +++ b/tests/conf/bigearthnet_s1.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.MultiLabelClassificationTask - loss: "bce" - model: "resnet18" - in_channels: 2 - num_classes: 19 - -datamodule: - _target_: torchgeo.datamodules.BigEarthNetDataModule - root: "tests/data/bigearthnet" - bands: "s1" - num_classes: ${module.num_classes} - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: MultiLabelClassificationTask + init_args: + loss: "bce" + model: "resnet18" + in_channels: 2 + num_classes: 19 +data: + class_path: BigEarthNetDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/bigearthnet" + bands: "s1" + num_classes: 19 + download: true diff --git a/tests/conf/bigearthnet_s2.yaml b/tests/conf/bigearthnet_s2.yaml index 46642e4c1dc..d00085a4879 100644 --- a/tests/conf/bigearthnet_s2.yaml +++ b/tests/conf/bigearthnet_s2.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.MultiLabelClassificationTask - loss: "bce" - model: "resnet18" - in_channels: 12 - num_classes: 19 - -datamodule: - _target_: torchgeo.datamodules.BigEarthNetDataModule - root: "tests/data/bigearthnet" - bands: "s2" - num_classes: ${module.num_classes} - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: MultiLabelClassificationTask + init_args: + loss: "bce" + model: "resnet18" + in_channels: 12 + num_classes: 19 +data: + class_path: BigEarthNetDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/bigearthnet" + bands: "s2" + num_classes: 19 + download: true diff --git a/tests/conf/chesapeake_cvpr_5.yaml b/tests/conf/chesapeake_cvpr_5.yaml index fda13ed9d23..4bab68f756e 100644 --- a/tests/conf/chesapeake_cvpr_5.yaml +++ b/tests/conf/chesapeake_cvpr_5.yaml @@ -1,25 +1,26 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet50" - in_channels: 4 - num_classes: 5 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule - root: "tests/data/chesapeake/cvpr" - download: true - train_splits: - - "de-test" - val_splits: - - "de-test" - test_splits: - - "de-test" - batch_size: 2 - patch_size: 64 - num_workers: 0 - class_set: ${module.num_classes} - use_prior_labels: False +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet50" + in_channels: 4 + num_classes: 5 + num_filters: 1 + ignore_index: null +data: + class_path: ChesapeakeCVPRDataModule + init_args: + train_splits: + - "de-test" + val_splits: + - "de-test" + test_splits: + - "de-test" + batch_size: 2 + patch_size: 64 + class_set: 5 + use_prior_labels: False + dict_kwargs: + root: "tests/data/chesapeake/cvpr" + download: true diff --git a/tests/conf/chesapeake_cvpr_7.yaml b/tests/conf/chesapeake_cvpr_7.yaml index 9e6ee726e0b..d4c11c86864 100644 --- a/tests/conf/chesapeake_cvpr_7.yaml +++ b/tests/conf/chesapeake_cvpr_7.yaml @@ -1,25 +1,26 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 4 - num_classes: 7 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule - root: "tests/data/chesapeake/cvpr" - download: true - train_splits: - - "de-test" - val_splits: - - "de-test" - test_splits: - - "de-test" - batch_size: 2 - patch_size: 64 - num_workers: 0 - class_set: ${module.num_classes} - use_prior_labels: False +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 4 + num_classes: 7 + num_filters: 1 + ignore_index: null +data: + class_path: ChesapeakeCVPRDataModule + init_args: + train_splits: + - "de-test" + val_splits: + - "de-test" + test_splits: + - "de-test" + batch_size: 2 + patch_size: 64 + class_set: 7 + use_prior_labels: False + dict_kwargs: + root: "tests/data/chesapeake/cvpr" + download: true diff --git a/tests/conf/chesapeake_cvpr_prior_byol.yaml b/tests/conf/chesapeake_cvpr_prior_byol.yaml index fc10f3c3430..1819c87a074 100644 --- a/tests/conf/chesapeake_cvpr_prior_byol.yaml +++ b/tests/conf/chesapeake_cvpr_prior_byol.yaml @@ -1,20 +1,21 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 4 - model: "resnet18" - -datamodule: - _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule - root: "tests/data/chesapeake/cvpr" - download: true - train_splits: - - "de-test" - val_splits: - - "de-test" - test_splits: - - "de-test" - batch_size: 2 - patch_size: 64 - num_workers: 0 - class_set: 5 - use_prior_labels: True +model: + class_path: BYOLTask + init_args: + in_channels: 4 + model: "resnet18" +data: + class_path: ChesapeakeCVPRDataModule + init_args: + train_splits: + - "de-test" + val_splits: + - "de-test" + test_splits: + - "de-test" + batch_size: 2 + patch_size: 64 + class_set: 5 + use_prior_labels: True + dict_kwargs: + root: "tests/data/chesapeake/cvpr" + download: true diff --git a/tests/conf/chesapeake_cvpr_prior_moco.yaml b/tests/conf/chesapeake_cvpr_prior_moco.yaml index aa3728f1b02..87179a28e69 100644 --- a/tests/conf/chesapeake_cvpr_prior_moco.yaml +++ b/tests/conf/chesapeake_cvpr_prior_moco.yaml @@ -1,20 +1,21 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: "resnet18" - in_channels: 4 - -datamodule: - _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule - root: "tests/data/chesapeake/cvpr" - download: false - train_splits: - - "de-test" - val_splits: - - "de-test" - test_splits: - - "de-test" - batch_size: 2 - patch_size: 64 - num_workers: 0 - class_set: 5 - use_prior_labels: True +model: + class_path: MoCoTask + init_args: + model: "resnet18" + in_channels: 4 +data: + class_path: ChesapeakeCVPRDataModule + init_args: + train_splits: + - "de-test" + val_splits: + - "de-test" + test_splits: + - "de-test" + batch_size: 2 + patch_size: 64 + class_set: 5 + use_prior_labels: True + dict_kwargs: + root: "tests/data/chesapeake/cvpr" + download: false diff --git a/tests/conf/chesapeake_cvpr_prior_simclr.yaml b/tests/conf/chesapeake_cvpr_prior_simclr.yaml index 731e9bf8bf2..96acc852815 100644 --- a/tests/conf/chesapeake_cvpr_prior_simclr.yaml +++ b/tests/conf/chesapeake_cvpr_prior_simclr.yaml @@ -1,23 +1,24 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: "resnet18" - in_channels: 4 - version: 1 - layers: 2 - memory_bank_size: 0 - -datamodule: - _target_: torchgeo.datamodules.ChesapeakeCVPRDataModule - root: "tests/data/chesapeake/cvpr" - download: false - train_splits: - - "de-test" - val_splits: - - "de-test" - test_splits: - - "de-test" - batch_size: 2 - patch_size: 64 - num_workers: 0 - class_set: 5 - use_prior_labels: True +model: + class_path: SimCLRTask + init_args: + model: "resnet18" + in_channels: 4 + version: 1 + layers: 2 + memory_bank_size: 0 +data: + class_path: ChesapeakeCVPRDataModule + init_args: + train_splits: + - "de-test" + val_splits: + - "de-test" + test_splits: + - "de-test" + batch_size: 2 + patch_size: 64 + class_set: 5 + use_prior_labels: True + dict_kwargs: + root: "tests/data/chesapeake/cvpr" + download: false diff --git a/tests/conf/cowc_counting.yaml b/tests/conf/cowc_counting.yaml index 64eada40334..b247b20cdd9 100644 --- a/tests/conf/cowc_counting.yaml +++ b/tests/conf/cowc_counting.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.RegressionTask - model: resnet18 - num_outputs: 1 - in_channels: 3 - loss: "mse" - -datamodule: - _target_: torchgeo.datamodules.COWCCountingDataModule - root: "tests/data/cowc_counting" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: RegressionTask + init_args: + model: resnet18 + num_outputs: 1 + in_channels: 3 + loss: "mse" +data: + class_path: COWCCountingDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/cowc_counting" + download: true diff --git a/tests/conf/cyclone.yaml b/tests/conf/cyclone.yaml index 3eb3a517111..a0c435e9549 100644 --- a/tests/conf/cyclone.yaml +++ b/tests/conf/cyclone.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.RegressionTask - model: "resnet18" - num_outputs: 1 - in_channels: 3 - loss: "mse" - -datamodule: - _target_: torchgeo.datamodules.TropicalCycloneDataModule - root: "tests/data/cyclone" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: RegressionTask + init_args: + model: "resnet18" + num_outputs: 1 + in_channels: 3 + loss: "mse" +data: + class_path: TropicalCycloneDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/cyclone" + download: true diff --git a/tests/conf/deepglobelandcover.yaml b/tests/conf/deepglobelandcover.yaml index b871570b993..08a29843fdc 100644 --- a/tests/conf/deepglobelandcover.yaml +++ b/tests/conf/deepglobelandcover.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 3 - num_classes: 7 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.DeepGlobeLandCoverDataModule - root: "tests/data/deepglobelandcover" - batch_size: 1 - patch_size: 2 - val_split_pct: 0.5 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 3 + num_classes: 7 + num_filters: 1 + ignore_index: null +data: + class_path: DeepGlobeLandCoverDataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.5 + dict_kwargs: + root: "tests/data/deepglobelandcover" diff --git a/tests/conf/etci2021.yaml b/tests/conf/etci2021.yaml index 5eada383d2c..bdd08948433 100644 --- a/tests/conf/etci2021.yaml +++ b/tests/conf/etci2021.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 6 - num_classes: 2 - ignore_index: 0 - -datamodule: - _target_: torchgeo.datamodules.ETCI2021DataModule - root: "tests/data/etci2021" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 6 + num_classes: 2 + ignore_index: 0 +data: + class_path: ETCI2021DataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/etci2021" + download: true diff --git a/tests/conf/eurosat.yaml b/tests/conf/eurosat.yaml index 502ab0954d4..365b46aa776 100644 --- a/tests/conf/eurosat.yaml +++ b/tests/conf/eurosat.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - in_channels: 13 - num_classes: 2 - -datamodule: - _target_: torchgeo.datamodules.EuroSATDataModule - root: "tests/data/eurosat" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + in_channels: 13 + num_classes: 2 +data: + class_path: EuroSATDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/eurosat" + download: true diff --git a/tests/conf/eurosat100.yaml b/tests/conf/eurosat100.yaml index 69628c2e195..0981e380548 100644 --- a/tests/conf/eurosat100.yaml +++ b/tests/conf/eurosat100.yaml @@ -1,13 +1,17 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - in_channels: 13 - num_classes: 2 - -datamodule: - _target_: torchgeo.datamodules.EuroSAT100DataModule - root: "tests/data/eurosat" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + lr: 1e-3 + patience: 6 + weights: null + in_channels: 13 + num_classes: 2 +data: + class_path: EuroSAT100DataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/eurosat" + download: true diff --git a/tests/conf/fire_risk.yaml b/tests/conf/fire_risk.yaml index 2982e112e25..b4ff3467c04 100644 --- a/tests/conf/fire_risk.yaml +++ b/tests/conf/fire_risk.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - in_channels: 3 - num_classes: 5 - -datamodule: - _target_: torchgeo.datamodules.FireRiskDataModule - root: "tests/data/fire_risk" - download: false - batch_size: 2 - num_workers: 0 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + in_channels: 3 + num_classes: 5 +data: + class_path: FireRiskDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/fire_risk" + download: false diff --git a/tests/conf/gid15.yaml b/tests/conf/gid15.yaml index 0c0027db002..057a56696b2 100644 --- a/tests/conf/gid15.yaml +++ b/tests/conf/gid15.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 3 - num_classes: 16 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.GID15DataModule - root: "tests/data/gid15" - download: true - batch_size: 1 - patch_size: 2 - val_split_pct: 0.5 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 3 + num_classes: 16 + num_filters: 1 + ignore_index: null +data: + class_path: GID15DataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.5 + dict_kwargs: + root: "tests/data/gid15" + download: true diff --git a/tests/conf/inria.yaml b/tests/conf/inria.yaml index 90e26dc19bd..d0525ae3190 100644 --- a/tests/conf/inria.yaml +++ b/tests/conf/inria.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 3 - num_classes: 2 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.InriaAerialImageLabelingDataModule - root: "tests/data/inria" - batch_size: 1 - patch_size: 2 - num_workers: 0 - val_split_pct: 0.2 - test_split_pct: 0.2 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 3 + num_classes: 2 + ignore_index: null +data: + class_path: InriaAerialImageLabelingDataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.2 + test_split_pct: 0.2 + dict_kwargs: + root: "tests/data/inria" diff --git a/tests/conf/inria_deeplab.yaml b/tests/conf/inria_deeplab.yaml new file mode 100644 index 00000000000..d60e50f8d6b --- /dev/null +++ b/tests/conf/inria_deeplab.yaml @@ -0,0 +1,16 @@ +model: + class_path: PixelwiseRegressionTask + init_args: + model: "deeplabv3+" + backbone: "resnet18" + in_channels: 3 + loss: "mae" +data: + class_path: InriaAerialImageLabelingDataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.2 + test_split_pct: 0.2 + dict_kwargs: + root: "tests/data/inria" diff --git a/tests/conf/inria_fcn.yaml b/tests/conf/inria_fcn.yaml new file mode 100644 index 00000000000..4dc9eef20be --- /dev/null +++ b/tests/conf/inria_fcn.yaml @@ -0,0 +1,16 @@ +model: + class_path: PixelwiseRegressionTask + init_args: + model: "fcn" + backbone: "resnet18" + in_channels: 3 + loss: "mae" +data: + class_path: InriaAerialImageLabelingDataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.2 + test_split_pct: 0.2 + dict_kwargs: + root: "tests/data/inria" diff --git a/tests/conf/inria_unet.yaml b/tests/conf/inria_unet.yaml new file mode 100644 index 00000000000..83c26e4e0a6 --- /dev/null +++ b/tests/conf/inria_unet.yaml @@ -0,0 +1,16 @@ +model: + class_path: PixelwiseRegressionTask + init_args: + model: "unet" + backbone: "resnet18" + in_channels: 3 + loss: "mae" +data: + class_path: InriaAerialImageLabelingDataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.2 + test_split_pct: 0.2 + dict_kwargs: + root: "tests/data/inria" diff --git a/tests/conf/l7irish.yaml b/tests/conf/l7irish.yaml index 2949d612c75..26a47518b4b 100644 --- a/tests/conf/l7irish.yaml +++ b/tests/conf/l7irish.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 9 - num_classes: 5 - num_filters: 1 - ignore_index: 0 - -datamodule: - _target_: torchgeo.datamodules.L7IrishDataModule - root: "tests/data/l7irish" - download: true - batch_size: 1 - patch_size: 32 - length: 5 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 9 + num_classes: 5 + num_filters: 1 + ignore_index: 0 +data: + class_path: L7IrishDataModule + init_args: + batch_size: 1 + patch_size: 32 + length: 5 + dict_kwargs: + root: "tests/data/l7irish" + download: true diff --git a/tests/conf/l8biome.yaml b/tests/conf/l8biome.yaml index ac85d14d934..e52eabbc1e3 100644 --- a/tests/conf/l8biome.yaml +++ b/tests/conf/l8biome.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 11 - num_classes: 5 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.L8BiomeDataModule - root: "tests/data/l8biome" - download: true - batch_size: 1 - patch_size: 32 - length: 5 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 11 + num_classes: 5 + num_filters: 1 + ignore_index: null +data: + class_path: L8BiomeDataModule + init_args: + batch_size: 1 + patch_size: 32 + length: 5 + dict_kwargs: + root: "tests/data/l8biome" + download: true diff --git a/tests/conf/landcoverai.yaml b/tests/conf/landcoverai.yaml index 21b957e3014..90978ef0141 100644 --- a/tests/conf/landcoverai.yaml +++ b/tests/conf/landcoverai.yaml @@ -1,16 +1,17 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 3 - num_classes: 6 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.LandCoverAIDataModule - root: "tests/data/landcoverai" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 3 + num_classes: 6 + num_filters: 1 + ignore_index: null +data: + class_path: LandCoverAIDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/landcoverai" + download: true diff --git a/tests/conf/loveda.yaml b/tests/conf/loveda.yaml index 7d526b160ee..44745a6d929 100644 --- a/tests/conf/loveda.yaml +++ b/tests/conf/loveda.yaml @@ -1,16 +1,17 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 3 - num_classes: 8 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.LoveDADataModule - root: "tests/data/loveda" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 3 + num_classes: 8 + num_filters: 1 + ignore_index: null +data: + class_path: LoveDADataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/loveda" + download: true diff --git a/tests/conf/naipchesapeake.yaml b/tests/conf/naipchesapeake.yaml index 60d77fd3089..99e59f30e5d 100644 --- a/tests/conf/naipchesapeake.yaml +++ b/tests/conf/naipchesapeake.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "deeplabv3+" - backbone: "resnet34" - in_channels: 4 - num_classes: 14 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.NAIPChesapeakeDataModule - naip_root: "tests/data/naip" - chesapeake_root: "tests/data/chesapeake/BAYWIDE" - chesapeake_download: true - batch_size: 2 - num_workers: 0 - patch_size: 32 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "deeplabv3+" + backbone: "resnet34" + in_channels: 4 + num_classes: 14 + num_filters: 1 + ignore_index: null +data: + class_path: NAIPChesapeakeDataModule + init_args: + batch_size: 2 + patch_size: 32 + dict_kwargs: + naip_root: "tests/data/naip" + chesapeake_root: "tests/data/chesapeake/BAYWIDE" + chesapeake_download: true diff --git a/tests/conf/nasa_marine_debris.yaml b/tests/conf/nasa_marine_debris.yaml index 36375e89c76..a0f30127414 100644 --- a/tests/conf/nasa_marine_debris.yaml +++ b/tests/conf/nasa_marine_debris.yaml @@ -1,12 +1,13 @@ -module: - _target_: torchgeo.trainers.ObjectDetectionTask - model: "faster-rcnn" - backbone: "resnet18" - num_classes: 2 - -datamodule: - _target_: torchgeo.datamodules.NASAMarineDebrisDataModule - root: "tests/data/nasa_marine_debris" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: ObjectDetectionTask + init_args: + model: "faster-rcnn" + backbone: "resnet18" + num_classes: 2 +data: + class_path: NASAMarineDebrisDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/nasa_marine_debris" + download: true diff --git a/tests/conf/potsdam2d.yaml b/tests/conf/potsdam2d.yaml index 8f75b170b42..362ec81815d 100644 --- a/tests/conf/potsdam2d.yaml +++ b/tests/conf/potsdam2d.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 4 - num_classes: 6 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.Potsdam2DDataModule - root: "tests/data/potsdam" - batch_size: 1 - patch_size: 2 - val_split_pct: 0.5 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 4 + num_classes: 6 + num_filters: 1 + ignore_index: null +data: + class_path: Potsdam2DDataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.5 + dict_kwargs: + root: "tests/data/potsdam" diff --git a/tests/conf/resisc45.yaml b/tests/conf/resisc45.yaml index a8c5ea0f643..86deb432f65 100644 --- a/tests/conf/resisc45.yaml +++ b/tests/conf/resisc45.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - in_channels: 3 - num_classes: 3 - -datamodule: - _target_: torchgeo.datamodules.RESISC45DataModule - root: "tests/data/resisc45" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + in_channels: 3 + num_classes: 3 +data: + class_path: RESISC45DataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/resisc45" + download: true diff --git a/tests/conf/seco_byol_1.yaml b/tests/conf/seco_byol_1.yaml index ae5e73a79c6..9d2680fdec1 100644 --- a/tests/conf/seco_byol_1.yaml +++ b/tests/conf/seco_byol_1.yaml @@ -1,11 +1,17 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 3 - model: "resnet18" - -datamodule: - _target_: torchgeo.datamodules.SeasonalContrastS2DataModule - root: "tests/data/seco" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: BYOLTask + init_args: + in_channels: 3 + model: "resnet18" +data: + class_path: SeasonalContrastS2DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/seco" + seasons: 1 + # https://github.com/Lightning-AI/lightning/issues/18616 + bands: + - "B4" + - "B3" + - "B2" diff --git a/tests/conf/seco_byol_2.yaml b/tests/conf/seco_byol_2.yaml index 90c17f1ed01..f3b51c00272 100644 --- a/tests/conf/seco_byol_2.yaml +++ b/tests/conf/seco_byol_2.yaml @@ -1,11 +1,17 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 3 - model: "resnet18" - -datamodule: - _target_: torchgeo.datamodules.SeasonalContrastS2DataModule - root: "tests/data/seco" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: BYOLTask + init_args: + in_channels: 3 + model: "resnet18" +data: + class_path: SeasonalContrastS2DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/seco" + seasons: 2 + # https://github.com/Lightning-AI/lightning/issues/18616 + bands: + - "B4" + - "B3" + - "B2" diff --git a/tests/conf/seco_moco_1.yaml b/tests/conf/seco_moco_1.yaml index 21825535bca..164f13a7a23 100644 --- a/tests/conf/seco_moco_1.yaml +++ b/tests/conf/seco_moco_1.yaml @@ -1,16 +1,22 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: "resnet18" - in_channels: 3 - version: 1 - weight_decay: 1e-4 - temperature: 0.07 - memory_bank_size: 10 - moco_momentum: 0.999 - -datamodule: - _target_: torchgeo.datamodules.SeasonalContrastS2DataModule - root: "tests/data/seco" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: MoCoTask + init_args: + model: "resnet18" + in_channels: 3 + version: 1 + weight_decay: 1e-4 + temperature: 0.07 + memory_bank_size: 10 + moco_momentum: 0.999 +data: + class_path: SeasonalContrastS2DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/seco" + seasons: 1 + # https://github.com/Lightning-AI/lightning/issues/18616 + bands: + - "B4" + - "B3" + - "B2" diff --git a/tests/conf/seco_moco_2.yaml b/tests/conf/seco_moco_2.yaml index b4e1a5dcfd1..fee827289f2 100644 --- a/tests/conf/seco_moco_2.yaml +++ b/tests/conf/seco_moco_2.yaml @@ -1,19 +1,25 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: "resnet18" - in_channels: 3 - version: 2 - layers: 2 - hidden_dim: 10 - output_dim: 5 - weight_decay: 1e-4 - temperature: 0.07 - memory_bank_size: 10 - moco_momentum: 0.999 - -datamodule: - _target_: torchgeo.datamodules.SeasonalContrastS2DataModule - root: "tests/data/seco" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: MoCoTask + init_args: + model: "resnet18" + in_channels: 3 + version: 2 + layers: 2 + hidden_dim: 10 + output_dim: 5 + weight_decay: 1e-4 + temperature: 0.07 + memory_bank_size: 10 + moco_momentum: 0.999 +data: + class_path: SeasonalContrastS2DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/seco" + seasons: 2 + # https://github.com/Lightning-AI/lightning/issues/18616 + bands: + - "B4" + - "B3" + - "B2" diff --git a/tests/conf/seco_simclr_1.yaml b/tests/conf/seco_simclr_1.yaml index ec0fa60d002..b23653e0cf0 100644 --- a/tests/conf/seco_simclr_1.yaml +++ b/tests/conf/seco_simclr_1.yaml @@ -1,17 +1,23 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: "resnet18" - in_channels: 3 - version: 1 - layers: 2 - hidden_dim: 8 - output_dim: 8 - weight_decay: 1e-6 - memory_bank_size: 0 - -datamodule: - _target_: torchgeo.datamodules.SeasonalContrastS2DataModule - root: "tests/data/seco" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: SimCLRTask + init_args: + model: "resnet18" + in_channels: 3 + version: 1 + layers: 2 + hidden_dim: 8 + output_dim: 8 + weight_decay: 1e-6 + memory_bank_size: 0 +data: + class_path: SeasonalContrastS2DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/seco" + seasons: 1 + # https://github.com/Lightning-AI/lightning/issues/18616 + bands: + - "B4" + - "B3" + - "B2" diff --git a/tests/conf/seco_simclr_2.yaml b/tests/conf/seco_simclr_2.yaml index 22e00585c20..1b06c5d5c3c 100644 --- a/tests/conf/seco_simclr_2.yaml +++ b/tests/conf/seco_simclr_2.yaml @@ -1,17 +1,23 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: "resnet18" - in_channels: 3 - version: 2 - layers: 4 - hidden_dim: 8 - output_dim: 8 - weight_decay: 1e-4 - memory_bank_size: 10 - -datamodule: - _target_: torchgeo.datamodules.SeasonalContrastS2DataModule - root: "tests/data/seco" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: SimCLRTask + init_args: + model: "resnet18" + in_channels: 3 + version: 2 + layers: 4 + hidden_dim: 8 + output_dim: 8 + weight_decay: 1e-4 + memory_bank_size: 10 +data: + class_path: SeasonalContrastS2DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/seco" + seasons: 2 + # https://github.com/Lightning-AI/lightning/issues/18616 + bands: + - "B4" + - "B3" + - "B2" diff --git a/tests/conf/sen12ms_all.yaml b/tests/conf/sen12ms_all.yaml index c4f53aee82b..3f83fa55085 100644 --- a/tests/conf/sen12ms_all.yaml +++ b/tests/conf/sen12ms_all.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 15 - num_classes: 11 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.SEN12MSDataModule - root: "tests/data/sen12ms" - band_set: "all" - batch_size: 1 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 15 + num_classes: 11 + ignore_index: null +data: + class_path: SEN12MSDataModule + init_args: + batch_size: 1 + band_set: "all" + dict_kwargs: + root: "tests/data/sen12ms" diff --git a/tests/conf/sen12ms_s1.yaml b/tests/conf/sen12ms_s1.yaml index 889d321950b..7e536d9e35a 100644 --- a/tests/conf/sen12ms_s1.yaml +++ b/tests/conf/sen12ms_s1.yaml @@ -1,16 +1,17 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "focal" - model: "fcn" - num_filters: 1 - backbone: "resnet18" - in_channels: 2 - num_classes: 11 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.SEN12MSDataModule - root: "tests/data/sen12ms" - band_set: "s1" - batch_size: 1 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "focal" + model: "fcn" + num_filters: 1 + backbone: "resnet18" + in_channels: 2 + num_classes: 11 + ignore_index: null +data: + class_path: SEN12MSDataModule + init_args: + batch_size: 1 + band_set: "s1" + dict_kwargs: + root: "tests/data/sen12ms" diff --git a/tests/conf/sen12ms_s2_all.yaml b/tests/conf/sen12ms_s2_all.yaml index 255077a3019..b98d59d0c7f 100644 --- a/tests/conf/sen12ms_s2_all.yaml +++ b/tests/conf/sen12ms_s2_all.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 13 - num_classes: 11 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.SEN12MSDataModule - root: "tests/data/sen12ms" - band_set: "s2-all" - batch_size: 1 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 13 + num_classes: 11 + ignore_index: null +data: + class_path: SEN12MSDataModule + init_args: + batch_size: 1 + band_set: "s2-all" + dict_kwargs: + root: "tests/data/sen12ms" diff --git a/tests/conf/sen12ms_s2_reduced.yaml b/tests/conf/sen12ms_s2_reduced.yaml index 2b7965ead7d..770efaa6549 100644 --- a/tests/conf/sen12ms_s2_reduced.yaml +++ b/tests/conf/sen12ms_s2_reduced.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 6 - num_classes: 11 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.SEN12MSDataModule - root: "tests/data/sen12ms" - band_set: "s2-reduced" - batch_size: 1 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 6 + num_classes: 11 + ignore_index: null +data: + class_path: SEN12MSDataModule + init_args: + batch_size: 1 + band_set: "s2-reduced" + dict_kwargs: + root: "tests/data/sen12ms" diff --git a/tests/conf/skippd.yaml b/tests/conf/skippd.yaml index b1d5ec108e8..a18a05abfe6 100644 --- a/tests/conf/skippd.yaml +++ b/tests/conf/skippd.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.RegressionTask - model: "resnet18" - num_outputs: 1 - in_channels: 3 - loss: "mse" - -datamodule: - _target_: torchgeo.datamodules.SKIPPDDataModule - root: "tests/data/skippd" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: RegressionTask + init_args: + model: "resnet18" + num_outputs: 1 + in_channels: 3 + loss: "mse" +data: + class_path: SKIPPDDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/skippd" + download: true diff --git a/tests/conf/so2sat_all.yaml b/tests/conf/so2sat_all.yaml index 7a3eb33d174..c728c9d7179 100644 --- a/tests/conf/so2sat_all.yaml +++ b/tests/conf/so2sat_all.yaml @@ -1,14 +1,15 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - in_channels: 18 - num_classes: 17 - -datamodule: - _target_: torchgeo.datamodules.So2SatDataModule - root: "tests/data/so2sat" - batch_size: 1 - num_workers: 0 - version: "2" - band_set: "all" +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + in_channels: 18 + num_classes: 17 +data: + class_path: So2SatDataModule + init_args: + batch_size: 1 + band_set: "all" + dict_kwargs: + root: "tests/data/so2sat" + version: "2" diff --git a/tests/conf/so2sat_rgb.yaml b/tests/conf/so2sat_rgb.yaml index fe7d462cbf7..66e1e223561 100644 --- a/tests/conf/so2sat_rgb.yaml +++ b/tests/conf/so2sat_rgb.yaml @@ -1,15 +1,16 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - in_channels: 3 - num_classes: 17 - -datamodule: - _target_: torchgeo.datamodules.So2SatDataModule - root: "tests/data/so2sat" - batch_size: 1 - num_workers: 0 - version: "3_random" - band_set: "rgb" - val_split_pct: 0.5 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + in_channels: 3 + num_classes: 17 +data: + class_path: So2SatDataModule + init_args: + batch_size: 1 + band_set: "rgb" + val_split_pct: 0.5 + dict_kwargs: + root: "tests/data/so2sat" + version: "3_random" diff --git a/tests/conf/so2sat_s1.yaml b/tests/conf/so2sat_s1.yaml index 8173ad5ccaa..df7a9cb1ea9 100644 --- a/tests/conf/so2sat_s1.yaml +++ b/tests/conf/so2sat_s1.yaml @@ -1,14 +1,15 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "focal" - model: "resnet18" - in_channels: 8 - num_classes: 17 - -datamodule: - _target_: torchgeo.datamodules.So2SatDataModule - root: "tests/data/so2sat" - batch_size: 1 - num_workers: 0 - version: "2" - band_set: "s1" +model: + class_path: ClassificationTask + init_args: + loss: "focal" + model: "resnet18" + in_channels: 8 + num_classes: 17 +data: + class_path: So2SatDataModule + init_args: + batch_size: 1 + band_set: "s1" + dict_kwargs: + root: "tests/data/so2sat" + version: "2" diff --git a/tests/conf/so2sat_s2.yaml b/tests/conf/so2sat_s2.yaml index 56a67ef5c26..fb41099e60e 100644 --- a/tests/conf/so2sat_s2.yaml +++ b/tests/conf/so2sat_s2.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "jaccard" - model: "resnet18" - in_channels: 10 - num_classes: 17 - -datamodule: - _target_: torchgeo.datamodules.So2SatDataModule - root: "tests/data/so2sat" - batch_size: 1 - num_workers: 0 - band_set: "s2" +model: + class_path: ClassificationTask + init_args: + loss: "jaccard" + model: "resnet18" + in_channels: 10 + num_classes: 17 +data: + class_path: So2SatDataModule + init_args: + batch_size: 1 + band_set: "s2" + dict_kwargs: + root: "tests/data/so2sat" diff --git a/tests/conf/spacenet1.yaml b/tests/conf/spacenet1.yaml index f39017e6cac..0da6cd24c4c 100644 --- a/tests/conf/spacenet1.yaml +++ b/tests/conf/spacenet1.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 3 - num_classes: 3 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.SpaceNet1DataModule - root: "tests/data/spacenet" - download: true - batch_size: 1 - num_workers: 0 - val_split_pct: 0.33 - test_split_pct: 0.33 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 3 + num_classes: 3 + num_filters: 1 + ignore_index: null +data: + class_path: SpaceNet1DataModule + init_args: + batch_size: 1 + val_split_pct: 0.33 + test_split_pct: 0.33 + dict_kwargs: + root: "tests/data/spacenet" + download: true diff --git a/tests/conf/ssl4eo_l_benchmark_cdl.yaml b/tests/conf/ssl4eo_l_benchmark_cdl.yaml index a0aa2cb27e4..a4a4a7b9203 100644 --- a/tests/conf/ssl4eo_l_benchmark_cdl.yaml +++ b/tests/conf/ssl4eo_l_benchmark_cdl.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 7 - num_classes: 134 - num_filters: 1 - ignore_index: 0 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "tests/data/ssl4eo_benchmark_landsat" - sensor: "tm_toa" - product: "cdl" - batch_size: 2 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 7 + num_classes: 134 + num_filters: 1 + ignore_index: 0 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo_benchmark_landsat" + sensor: "tm_toa" + product: "cdl" diff --git a/tests/conf/ssl4eo_l_benchmark_nlcd.yaml b/tests/conf/ssl4eo_l_benchmark_nlcd.yaml index c6f9cf793af..89475a091b0 100644 --- a/tests/conf/ssl4eo_l_benchmark_nlcd.yaml +++ b/tests/conf/ssl4eo_l_benchmark_nlcd.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 6 - num_classes: 17 - num_filters: 1 - ignore_index: 0 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLBenchmarkDataModule - root: "tests/data/ssl4eo_benchmark_landsat" - sensor: "etm_sr" - product: "nlcd" - batch_size: 2 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 6 + num_classes: 17 + num_filters: 1 + ignore_index: 0 +data: + class_path: SSL4EOLBenchmarkDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo_benchmark_landsat" + sensor: "etm_sr" + product: "nlcd" diff --git a/tests/conf/ssl4eo_l_byol_1.yaml b/tests/conf/ssl4eo_l_byol_1.yaml index f4236eb334e..ed78b7fae37 100644 --- a/tests/conf/ssl4eo_l_byol_1.yaml +++ b/tests/conf/ssl4eo_l_byol_1.yaml @@ -1,12 +1,13 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 7 - model: "resnet18" - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: "tests/data/ssl4eo/l" - split: "tm_toa" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: BYOLTask + init_args: + in_channels: 7 + model: "resnet18" +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/l" + split: "tm_toa" + seasons: 1 diff --git a/tests/conf/ssl4eo_l_byol_2.yaml b/tests/conf/ssl4eo_l_byol_2.yaml index fb0e2b3c02c..6e1c6ab060d 100644 --- a/tests/conf/ssl4eo_l_byol_2.yaml +++ b/tests/conf/ssl4eo_l_byol_2.yaml @@ -1,12 +1,13 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 6 - model: "resnet18" - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: "tests/data/ssl4eo/l" - split: "etm_sr" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: BYOLTask + init_args: + in_channels: 6 + model: "resnet18" +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/l" + split: "etm_sr" + seasons: 2 diff --git a/tests/conf/ssl4eo_l_moco_1.yaml b/tests/conf/ssl4eo_l_moco_1.yaml index 56233c5e747..c4152e6a290 100644 --- a/tests/conf/ssl4eo_l_moco_1.yaml +++ b/tests/conf/ssl4eo_l_moco_1.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: "resnet18" - in_channels: 9 - version: 1 - weight_decay: 1e-4 - temperature: 0.07 - memory_bank_size: 10 - moco_momentum: 0.999 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: "tests/data/ssl4eo/l" - split: "etm_toa" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: MoCoTask + init_args: + model: "resnet18" + in_channels: 9 + version: 1 + weight_decay: 1e-4 + temperature: 0.07 + memory_bank_size: 10 + moco_momentum: 0.999 +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/l" + split: "etm_toa" + seasons: 1 diff --git a/tests/conf/ssl4eo_l_moco_2.yaml b/tests/conf/ssl4eo_l_moco_2.yaml index 91cd9a1ca93..3edf6a52487 100644 --- a/tests/conf/ssl4eo_l_moco_2.yaml +++ b/tests/conf/ssl4eo_l_moco_2.yaml @@ -1,20 +1,21 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: "resnet18" - in_channels: 11 - version: 2 - layers: 2 - hidden_dim: 10 - output_dim: 5 - weight_decay: 1e-4 - temperature: 0.07 - memory_bank_size: 10 - moco_momentum: 0.999 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: "tests/data/ssl4eo/l" - split: "oli_tirs_toa" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: MoCoTask + init_args: + model: "resnet18" + in_channels: 11 + version: 2 + layers: 2 + hidden_dim: 10 + output_dim: 5 + weight_decay: 1e-4 + temperature: 0.07 + memory_bank_size: 10 + moco_momentum: 0.999 +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/l" + split: "oli_tirs_toa" + seasons: 2 diff --git a/tests/conf/ssl4eo_l_simclr_1.yaml b/tests/conf/ssl4eo_l_simclr_1.yaml index 8148ab2c5de..b705579173f 100644 --- a/tests/conf/ssl4eo_l_simclr_1.yaml +++ b/tests/conf/ssl4eo_l_simclr_1.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: "resnet18" - in_channels: 7 - version: 1 - layers: 2 - hidden_dim: 8 - output_dim: 8 - weight_decay: 1e-6 - memory_bank_size: 0 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: "tests/data/ssl4eo/l" - split: "oli_sr" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: SimCLRTask + init_args: + model: "resnet18" + in_channels: 7 + version: 1 + layers: 2 + hidden_dim: 8 + output_dim: 8 + weight_decay: 1e-6 + memory_bank_size: 0 +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/l" + split: "oli_sr" + seasons: 1 diff --git a/tests/conf/ssl4eo_l_simclr_2.yaml b/tests/conf/ssl4eo_l_simclr_2.yaml index 8d80bab9068..7310bba9e95 100644 --- a/tests/conf/ssl4eo_l_simclr_2.yaml +++ b/tests/conf/ssl4eo_l_simclr_2.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: "resnet18" - in_channels: 7 - version: 2 - layers: 3 - hidden_dim: 8 - output_dim: 8 - weight_decay: 1e-4 - memory_bank_size: 10 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOLDataModule - root: "tests/data/ssl4eo/l" - split: "tm_toa" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: SimCLRTask + init_args: + model: "resnet18" + in_channels: 7 + version: 2 + layers: 3 + hidden_dim: 8 + output_dim: 8 + weight_decay: 1e-4 + memory_bank_size: 10 +data: + class_path: SSL4EOLDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/l" + split: "tm_toa" + seasons: 2 diff --git a/tests/conf/ssl4eo_s12_byol_1.yaml b/tests/conf/ssl4eo_s12_byol_1.yaml index ab942c1e355..ccdf4b5736d 100644 --- a/tests/conf/ssl4eo_s12_byol_1.yaml +++ b/tests/conf/ssl4eo_s12_byol_1.yaml @@ -1,12 +1,13 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 2 - model: "resnet18" - -datamodule: - _target_: torchgeo.datamodules.SSL4EOS12DataModule - root: "tests/data/ssl4eo/s12" - split: "s1" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: BYOLTask + init_args: + in_channels: 2 + model: "resnet18" +data: + class_path: SSL4EOS12DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/s12" + split: "s1" + seasons: 1 diff --git a/tests/conf/ssl4eo_s12_byol_2.yaml b/tests/conf/ssl4eo_s12_byol_2.yaml index e45f5d3bbc3..6368e8fdefe 100644 --- a/tests/conf/ssl4eo_s12_byol_2.yaml +++ b/tests/conf/ssl4eo_s12_byol_2.yaml @@ -1,12 +1,13 @@ -module: - _target_: torchgeo.trainers.BYOLTask - in_channels: 13 - model: "resnet18" - -datamodule: - _target_: torchgeo.datamodules.SSL4EOS12DataModule - root: "tests/data/ssl4eo/s12" - split: "s2c" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: BYOLTask + init_args: + in_channels: 13 + model: "resnet18" +data: + class_path: SSL4EOS12DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/s12" + split: "s2c" + seasons: 2 diff --git a/tests/conf/ssl4eo_s12_moco_1.yaml b/tests/conf/ssl4eo_s12_moco_1.yaml index f3ac6fbea84..513d5ae0842 100644 --- a/tests/conf/ssl4eo_s12_moco_1.yaml +++ b/tests/conf/ssl4eo_s12_moco_1.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: "resnet18" - in_channels: 12 - version: 1 - weight_decay: 1e-4 - temperature: 0.07 - memory_bank_size: 10 - moco_momentum: 0.999 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOS12DataModule - root: "tests/data/ssl4eo/s12" - split: "s2a" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: MoCoTask + init_args: + model: "resnet18" + in_channels: 12 + version: 1 + weight_decay: 1e-4 + temperature: 0.07 + memory_bank_size: 10 + moco_momentum: 0.999 +data: + class_path: SSL4EOS12DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/s12" + split: "s2a" + seasons: 1 diff --git a/tests/conf/ssl4eo_s12_moco_2.yaml b/tests/conf/ssl4eo_s12_moco_2.yaml index f574e11e7ae..71d8ee43dc7 100644 --- a/tests/conf/ssl4eo_s12_moco_2.yaml +++ b/tests/conf/ssl4eo_s12_moco_2.yaml @@ -1,20 +1,21 @@ -module: - _target_: torchgeo.trainers.MoCoTask - model: "resnet18" - in_channels: 2 - version: 2 - layers: 2 - hidden_dim: 10 - output_dim: 5 - weight_decay: 1e-4 - temperature: 0.07 - memory_bank_size: 10 - moco_momentum: 0.999 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOS12DataModule - root: "tests/data/ssl4eo/s12" - split: "s1" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: MoCoTask + init_args: + model: "resnet18" + in_channels: 2 + version: 2 + layers: 2 + hidden_dim: 10 + output_dim: 5 + weight_decay: 1e-4 + temperature: 0.07 + memory_bank_size: 10 + moco_momentum: 0.999 +data: + class_path: SSL4EOS12DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/s12" + split: "s1" + seasons: 2 diff --git a/tests/conf/ssl4eo_s12_simclr_1.yaml b/tests/conf/ssl4eo_s12_simclr_1.yaml index 7d32f84b1d1..94444be5cc9 100644 --- a/tests/conf/ssl4eo_s12_simclr_1.yaml +++ b/tests/conf/ssl4eo_s12_simclr_1.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: "resnet18" - in_channels: 13 - version: 1 - layers: 2 - hidden_dim: 8 - output_dim: 8 - weight_decay: 1e-6 - memory_bank_size: 0 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOS12DataModule - root: "tests/data/ssl4eo/s12" - split: "s2c" - seasons: 1 - batch_size: 2 - num_workers: 0 +model: + class_path: SimCLRTask + init_args: + model: "resnet18" + in_channels: 13 + version: 1 + layers: 2 + hidden_dim: 8 + output_dim: 8 + weight_decay: 1e-6 + memory_bank_size: 0 +data: + class_path: SSL4EOS12DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/s12" + split: "s2c" + seasons: 1 diff --git a/tests/conf/ssl4eo_s12_simclr_2.yaml b/tests/conf/ssl4eo_s12_simclr_2.yaml index d97e6b21d46..7d88a3713ba 100644 --- a/tests/conf/ssl4eo_s12_simclr_2.yaml +++ b/tests/conf/ssl4eo_s12_simclr_2.yaml @@ -1,18 +1,19 @@ -module: - _target_: torchgeo.trainers.SimCLRTask - model: "resnet18" - in_channels: 12 - version: 2 - layers: 3 - hidden_dim: 8 - output_dim: 8 - weight_decay: 1e-4 - memory_bank_size: 10 - -datamodule: - _target_: torchgeo.datamodules.SSL4EOS12DataModule - root: "tests/data/ssl4eo/s12" - split: "s2a" - seasons: 2 - batch_size: 2 - num_workers: 0 +model: + class_path: SimCLRTask + init_args: + model: "resnet18" + in_channels: 12 + version: 2 + layers: 3 + hidden_dim: 8 + output_dim: 8 + weight_decay: 1e-4 + memory_bank_size: 10 +data: + class_path: SSL4EOS12DataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ssl4eo/s12" + split: "s2a" + seasons: 2 diff --git a/tests/conf/sustainbench_crop_yield.yaml b/tests/conf/sustainbench_crop_yield.yaml index 4be0cf22a7c..ba6e65af105 100644 --- a/tests/conf/sustainbench_crop_yield.yaml +++ b/tests/conf/sustainbench_crop_yield.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.RegressionTask - model: "resnet18" - num_outputs: 1 - in_channels: 9 - loss: "mse" - -datamodule: - _target_: torchgeo.datamodules.SustainBenchCropYieldDataModule - root: "tests/data/sustainbench_crop_yield" - download: true - batch_size: 1 - num_workers: 0 +model: + class_path: RegressionTask + init_args: + model: "resnet18" + num_outputs: 1 + in_channels: 9 + loss: "mse" +data: + class_path: SustainBenchCropYieldDataModule + init_args: + batch_size: 1 + dict_kwargs: + root: "tests/data/sustainbench_crop_yield" + download: true diff --git a/tests/conf/ucmerced.yaml b/tests/conf/ucmerced.yaml index 0cb37c1c94f..d9c8752f1ec 100644 --- a/tests/conf/ucmerced.yaml +++ b/tests/conf/ucmerced.yaml @@ -1,13 +1,14 @@ -module: - _target_: torchgeo.trainers.ClassificationTask - loss: "ce" - model: "resnet18" - in_channels: 3 - num_classes: 2 - -datamodule: - _target_: torchgeo.datamodules.UCMercedDataModule - root: "tests/data/ucmerced" - download: true - batch_size: 2 - num_workers: 0 +model: + class_path: ClassificationTask + init_args: + loss: "ce" + model: "resnet18" + in_channels: 3 + num_classes: 2 +data: + class_path: UCMercedDataModule + init_args: + batch_size: 2 + dict_kwargs: + root: "tests/data/ucmerced" + download: true diff --git a/tests/conf/vaihingen2d.yaml b/tests/conf/vaihingen2d.yaml index 0920772eaee..00404756ace 100644 --- a/tests/conf/vaihingen2d.yaml +++ b/tests/conf/vaihingen2d.yaml @@ -1,17 +1,18 @@ -module: - _target_: torchgeo.trainers.SemanticSegmentationTask - loss: "ce" - model: "unet" - backbone: "resnet18" - in_channels: 3 - num_classes: 7 - num_filters: 1 - ignore_index: null - -datamodule: - _target_: torchgeo.datamodules.Vaihingen2DDataModule - root: "tests/data/vaihingen" - batch_size: 1 - patch_size: 2 - val_split_pct: 0.5 - num_workers: 0 +model: + class_path: SemanticSegmentationTask + init_args: + loss: "ce" + model: "unet" + backbone: "resnet18" + in_channels: 3 + num_classes: 7 + num_filters: 1 + ignore_index: null +data: + class_path: Vaihingen2DDataModule + init_args: + batch_size: 1 + patch_size: 2 + val_split_pct: 0.5 + dict_kwargs: + root: "tests/data/vaihingen" diff --git a/tests/test_main.py b/tests/test_main.py new file mode 100644 index 00000000000..ab811e1cd6a --- /dev/null +++ b/tests/test_main.py @@ -0,0 +1,9 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import subprocess +import sys + + +def test_help() -> None: + subprocess.run([sys.executable, "-m", "torchgeo", "--help"], check=True) diff --git a/tests/test_train.py b/tests/test_train.py deleted file mode 100644 index c51e293c374..00000000000 --- a/tests/test_train.py +++ /dev/null @@ -1,136 +0,0 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. -# Licensed under the MIT License. - -import os -import re -import subprocess -import sys -from pathlib import Path - -import pytest - -pytestmark = pytest.mark.slow - - -def test_required_args() -> None: - args = [sys.executable, "train.py"] - ps = subprocess.run(args, capture_output=True) - assert ps.returncode != 0 - assert b"ConfigKeyError" in ps.stderr - - -def test_output_file(tmp_path: Path) -> None: - output_file = tmp_path / "output" - output_file.touch() - args = [ - sys.executable, - "train.py", - "experiment.name=test", - "program.output_dir=" + str(output_file), - "experiment.task=test", - ] - ps = subprocess.run(args, capture_output=True) - assert ps.returncode != 0 - assert b"NotADirectoryError" in ps.stderr - - -def test_experiment_dir_not_empty(tmp_path: Path) -> None: - output_dir = tmp_path / "output" - experiment_dir = output_dir / "test" - experiment_dir.mkdir(parents=True) - experiment_file = experiment_dir / "foo" - experiment_file.touch() - args = [ - sys.executable, - "train.py", - "experiment.name=test", - "program.output_dir=" + str(output_dir), - "experiment.task=test", - ] - ps = subprocess.run(args, capture_output=True) - assert ps.returncode != 0 - assert b"FileExistsError" in ps.stderr - - -def test_overwrite_experiment_dir(tmp_path: Path) -> None: - experiment_name = "test" - output_dir = tmp_path / "output" - data_dir = os.path.join("tests", "data", "cyclone") - log_dir = tmp_path / "logs" - experiment_dir = output_dir / experiment_name - experiment_dir.mkdir(parents=True) - experiment_file = experiment_dir / "foo" - experiment_file.touch() - args = [ - sys.executable, - "train.py", - "experiment.name=test", - "program.output_dir=" + str(output_dir), - "program.data_dir=" + data_dir, - "program.log_dir=" + str(log_dir), - "experiment.task=cyclone", - "experiment.datamodule.root=" + data_dir, - "program.overwrite=True", - "trainer.accelerator=cpu", - "trainer.max_epochs=1", - ] - ps = subprocess.run(args, capture_output=True, check=True) - assert re.search( - b"The experiment directory, .*, already exists, we might overwrite data in it!", - ps.stdout, - ) - - -def test_invalid_task(tmp_path: Path) -> None: - output_dir = tmp_path / "output" - args = [ - sys.executable, - "train.py", - "experiment.name=foo", - "program.output_dir=" + str(output_dir), - "experiment.task=foo", - ] - ps = subprocess.run(args, capture_output=True) - assert ps.returncode != 0 - assert b"ValueError" in ps.stderr - - -def test_missing_config_file(tmp_path: Path) -> None: - output_dir = tmp_path / "output" - config_file = tmp_path / "config.yaml" - args = [ - sys.executable, - "train.py", - "experiment.name=test", - "program.output_dir=" + str(output_dir), - "experiment.task=test", - "config_file=" + str(config_file), - ] - ps = subprocess.run(args, capture_output=True) - assert ps.returncode != 0 - assert b"FileNotFoundError" in ps.stderr - - -def test_config_file(tmp_path: Path) -> None: - output_dir = tmp_path / "output" - data_dir = os.path.join("tests", "data", "cyclone") - log_dir = tmp_path / "logs" - config_file = tmp_path / "config.yaml" - config_file.write_text( - f""" -program: - output_dir: {output_dir} - data_dir: {data_dir} - log_dir: {log_dir} -experiment: - name: test - task: cyclone - datamodule: - root: {data_dir} -trainer: - accelerator: cpu - max_epochs: 1 -""" - ) - args = [sys.executable, "train.py", "config_file=" + str(config_file)] - subprocess.run(args, check=True) diff --git a/tests/trainers/test_byol.py b/tests/trainers/test_byol.py index b4efbba6fe4..235a1681a70 100644 --- a/tests/trainers/test_byol.py +++ b/tests/trainers/test_byol.py @@ -10,14 +10,12 @@ import torch import torch.nn as nn import torchvision -from hydra.utils import instantiate -from lightning.pytorch import Trainer -from omegaconf import OmegaConf from pytest import MonkeyPatch from torchvision.models import resnet18 from torchvision.models._api import WeightsEnum from torchgeo.datasets import SSL4EOS12, SeasonalContrastS2 +from torchgeo.main import main from torchgeo.models import ResNet18_Weights from torchgeo.trainers import BYOLTask from torchgeo.trainers.byol import BYOL, SimCLRAugmentation @@ -61,7 +59,7 @@ class TestBYOLTask: def test_trainer( self, monkeypatch: MonkeyPatch, name: str, fast_dev_run: bool ) -> None: - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) + config = os.path.join("tests", "conf", name + ".yaml") if name.startswith("seco"): monkeypatch.setattr(SeasonalContrastS2, "__len__", lambda self: 2) @@ -69,20 +67,20 @@ def test_trainer( if name.startswith("ssl4eo_s12"): monkeypatch.setattr(SSL4EOS12, "__len__", lambda self: 2) - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model - model = instantiate(conf.module) - - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - trainer.fit(model=model, datamodule=datamodule) + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) @pytest.fixture def weights(self) -> WeightsEnum: diff --git a/tests/trainers/test_classification.py b/tests/trainers/test_classification.py index ae80e348c91..b5c8243c41a 100644 --- a/tests/trainers/test_classification.py +++ b/tests/trainers/test_classification.py @@ -10,9 +10,7 @@ import torch import torch.nn as nn import torchvision -from hydra.utils import instantiate from lightning.pytorch import Trainer -from omegaconf import OmegaConf from pytest import MonkeyPatch from torch.nn.modules import Module from torchvision.models._api import WeightsEnum @@ -23,6 +21,7 @@ MisconfigurationException, ) from torchgeo.datasets import BigEarthNet, EuroSAT +from torchgeo.main import main from torchgeo.models import ResNet18_Weights from torchgeo.trainers import ClassificationTask, MultiLabelClassificationTask @@ -87,29 +86,30 @@ def test_trainer( if name.startswith("so2sat"): pytest.importorskip("h5py", minversion="3") - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) + config = os.path.join("tests", "conf", name + ".yaml") - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model monkeypatch.setattr(timm, "create_model", create_model) - model = instantiate(conf.module) - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - trainer.fit(model=model, datamodule=datamodule) + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) try: - trainer.test(model=model, datamodule=datamodule) + main(["test"] + args) except MisconfigurationException: pass try: - trainer.predict(model=model, datamodule=datamodule) + main(["predict"] + args) except MisconfigurationException: pass @@ -225,29 +225,30 @@ class TestMultiLabelClassificationTask: def test_trainer( self, monkeypatch: MonkeyPatch, name: str, fast_dev_run: bool ) -> None: - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) + config = os.path.join("tests", "conf", name + ".yaml") - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model monkeypatch.setattr(timm, "create_model", create_model) - model = instantiate(conf.module) - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - trainer.fit(model=model, datamodule=datamodule) + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) try: - trainer.test(model=model, datamodule=datamodule) + main(["test"] + args) except MisconfigurationException: pass try: - trainer.predict(model=model, datamodule=datamodule) + main(["predict"] + args) except MisconfigurationException: pass diff --git a/tests/trainers/test_detection.py b/tests/trainers/test_detection.py index 23e08d87869..a4e84277b4b 100644 --- a/tests/trainers/test_detection.py +++ b/tests/trainers/test_detection.py @@ -8,14 +8,13 @@ import torch import torch.nn as nn import torchvision.models.detection -from hydra.utils import instantiate from lightning.pytorch import Trainer -from omegaconf import OmegaConf from pytest import MonkeyPatch from torch.nn.modules import Module from torchgeo.datamodules import MisconfigurationException, NASAMarineDebrisDataModule from torchgeo.datasets import NASAMarineDebris +from torchgeo.main import main from torchgeo.trainers import ObjectDetectionTask @@ -63,12 +62,8 @@ class TestObjectDetectionTask: def test_trainer( self, monkeypatch: MonkeyPatch, name: str, model_name: str, fast_dev_run: bool ) -> None: - conf = OmegaConf.load(os.path.join("tests", "conf", f"{name}.yaml")) + config = os.path.join("tests", "conf", name + ".yaml") - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model monkeypatch.setattr( torchvision.models.detection, "FasterRCNN", ObjectDetectionTestModel ) @@ -78,23 +73,27 @@ def test_trainer( monkeypatch.setattr( torchvision.models.detection, "RetinaNet", ObjectDetectionTestModel ) - conf.module.model = model_name - model = instantiate(conf.module) - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - trainer.fit(model=model, datamodule=datamodule) + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) try: - trainer.test(model=model, datamodule=datamodule) + main(["test"] + args) except MisconfigurationException: pass try: - trainer.predict(model=model, datamodule=datamodule) + main(["predict"] + args) except MisconfigurationException: pass diff --git a/tests/trainers/test_moco.py b/tests/trainers/test_moco.py index 18fb86bce36..8657777aa32 100644 --- a/tests/trainers/test_moco.py +++ b/tests/trainers/test_moco.py @@ -9,14 +9,12 @@ import timm import torch import torchvision -from hydra.utils import instantiate -from lightning.pytorch import Trainer -from omegaconf import OmegaConf from pytest import MonkeyPatch from torch.nn import Module from torchvision.models._api import WeightsEnum from torchgeo.datasets import SSL4EOS12, SeasonalContrastS2 +from torchgeo.main import main from torchgeo.models import ResNet18_Weights from torchgeo.trainers import MoCoTask @@ -48,7 +46,7 @@ class TestMoCoTask: def test_trainer( self, monkeypatch: MonkeyPatch, name: str, fast_dev_run: bool ) -> None: - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) + config = os.path.join("tests", "conf", name + ".yaml") if name.startswith("seco"): monkeypatch.setattr(SeasonalContrastS2, "__len__", lambda self: 2) @@ -56,21 +54,22 @@ def test_trainer( if name.startswith("ssl4eo_s12"): monkeypatch.setattr(SSL4EOS12, "__len__", lambda self: 2) - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model monkeypatch.setattr(timm, "create_model", create_model) - model = instantiate(conf.module) - - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - trainer.fit(model=model, datamodule=datamodule) + + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) def test_version_warnings(self) -> None: with pytest.warns(UserWarning, match="MoCo v1 uses a memory bank"): diff --git a/tests/trainers/test_regression.py b/tests/trainers/test_regression.py index 3c64eca9b94..74c773e9ceb 100644 --- a/tests/trainers/test_regression.py +++ b/tests/trainers/test_regression.py @@ -11,15 +11,14 @@ import torch import torch.nn as nn import torchvision -from hydra.utils import instantiate from lightning.pytorch import Trainer -from omegaconf import OmegaConf from pytest import MonkeyPatch from torch.nn.modules import Module from torchvision.models._api import WeightsEnum from torchgeo.datamodules import MisconfigurationException, TropicalCycloneDataModule from torchgeo.datasets import TropicalCyclone +from torchgeo.main import main from torchgeo.models import ResNet18_Weights from torchgeo.trainers import PixelwiseRegressionTask, RegressionTask @@ -56,42 +55,41 @@ def plot(*args: Any, **kwargs: Any) -> None: raise ValueError -def create_model(**kwargs: Any) -> Module: - return PixelwiseRegressionTestModel(**kwargs) - - class TestRegressionTask: + @classmethod + def create_model(*args: Any, **kwargs: Any) -> Module: + return RegressionTestModel(**kwargs) + @pytest.mark.parametrize( "name", ["cowc_counting", "cyclone", "sustainbench_crop_yield", "skippd"] ) - def test_trainer(self, name: str, fast_dev_run: bool) -> None: - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) - - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model - model = instantiate(conf.module) - - model.model = RegressionTestModel( - in_chans=conf.module.in_channels, num_classes=conf.module.num_outputs - ) - - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - - trainer.fit(model=model, datamodule=datamodule) + def test_trainer( + self, monkeypatch: MonkeyPatch, name: str, fast_dev_run: bool + ) -> None: + config = os.path.join("tests", "conf", name + ".yaml") + + monkeypatch.setattr(timm, "create_model", self.create_model) + + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) try: - trainer.test(model=model, datamodule=datamodule) + main(["test"] + args) except MisconfigurationException: pass try: - trainer.predict(model=model, datamodule=datamodule) + main(["predict"] + args) except MisconfigurationException: pass @@ -195,53 +193,39 @@ def test_freeze_backbone(self, model_name: str) -> None: class TestPixelwiseRegressionTask: - @pytest.mark.parametrize( - "name,batch_size,loss,model_type", - [ - ("inria", 1, "mse", "unet"), - ("inria", 2, "mae", "deeplabv3+"), - ("inria", 1, "mse", "fcn"), - ], - ) + @classmethod + def create_model(*args: Any, **kwargs: Any) -> Module: + return PixelwiseRegressionTestModel(**kwargs) + + @pytest.mark.parametrize("name", ["inria_unet", "inria_deeplab", "inria_fcn"]) def test_trainer( - self, - monkeypatch: MonkeyPatch, - name: str, - batch_size: int, - loss: str, - model_type: str, - fast_dev_run: bool, + self, monkeypatch: MonkeyPatch, name: str, fast_dev_run: bool ) -> None: - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) - - # Instantiate datamodule - conf.datamodule.batch_size = batch_size - datamodule = instantiate(conf.datamodule) - - # Instantiate model - monkeypatch.setattr(smp, "Unet", create_model) - monkeypatch.setattr(smp, "DeepLabV3Plus", create_model) - - model = PixelwiseRegressionTask( - model=model_type, backbone="resnet18", loss=loss - ) - model.model = PixelwiseRegressionTestModel() - - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - - trainer.fit(model=model, datamodule=datamodule) + config = os.path.join("tests", "conf", name + ".yaml") + + monkeypatch.setattr(smp, "Unet", self.create_model) + monkeypatch.setattr(smp, "DeepLabV3Plus", self.create_model) + + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) try: - trainer.test(model=model, datamodule=datamodule) + main(["test"] + args) except MisconfigurationException: pass try: - trainer.predict(model=model, datamodule=datamodule) + main(["predict"] + args) except MisconfigurationException: pass diff --git a/tests/trainers/test_segmentation.py b/tests/trainers/test_segmentation.py index 920b5966265..bce3e5b0aaf 100644 --- a/tests/trainers/test_segmentation.py +++ b/tests/trainers/test_segmentation.py @@ -11,15 +11,14 @@ import torch import torch.nn as nn import torchvision -from hydra.utils import instantiate from lightning.pytorch import Trainer -from omegaconf import OmegaConf from pytest import MonkeyPatch from torch.nn.modules import Module from torchvision.models._api import WeightsEnum from torchgeo.datamodules import MisconfigurationException, SEN12MSDataModule from torchgeo.datasets import LandCoverAI +from torchgeo.main import main from torchgeo.models import ResNet18_Weights from torchgeo.trainers import SemanticSegmentationTask @@ -84,30 +83,31 @@ def test_trainer( sha256 = "ecec8e871faf1bbd8ca525ca95ddc1c1f5213f40afb94599884bd85f990ebd6b" monkeypatch.setattr(LandCoverAI, "sha256", sha256) - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) + config = os.path.join("tests", "conf", name + ".yaml") - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model monkeypatch.setattr(smp, "Unet", create_model) monkeypatch.setattr(smp, "DeepLabV3Plus", create_model) - model = instantiate(conf.module) - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - trainer.fit(model=model, datamodule=datamodule) + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) try: - trainer.test(model=model, datamodule=datamodule) + main(["test"] + args) except MisconfigurationException: pass try: - trainer.predict(model=model, datamodule=datamodule) + main(["predict"] + args) except MisconfigurationException: pass diff --git a/tests/trainers/test_simclr.py b/tests/trainers/test_simclr.py index add431f5414..c7d841a8751 100644 --- a/tests/trainers/test_simclr.py +++ b/tests/trainers/test_simclr.py @@ -9,14 +9,12 @@ import timm import torch import torchvision -from hydra.utils import instantiate -from lightning.pytorch import Trainer -from omegaconf import OmegaConf from pytest import MonkeyPatch from torch.nn import Module from torchvision.models._api import WeightsEnum from torchgeo.datasets import SSL4EOS12, SeasonalContrastS2 +from torchgeo.main import main from torchgeo.models import ResNet18_Weights from torchgeo.trainers import SimCLRTask @@ -48,7 +46,7 @@ class TestSimCLRTask: def test_trainer( self, monkeypatch: MonkeyPatch, name: str, fast_dev_run: bool ) -> None: - conf = OmegaConf.load(os.path.join("tests", "conf", name + ".yaml")) + config = os.path.join("tests", "conf", name + ".yaml") if name.startswith("seco"): monkeypatch.setattr(SeasonalContrastS2, "__len__", lambda self: 2) @@ -56,21 +54,22 @@ def test_trainer( if name.startswith("ssl4eo_s12"): monkeypatch.setattr(SSL4EOS12, "__len__", lambda self: 2) - # Instantiate datamodule - datamodule = instantiate(conf.datamodule) - - # Instantiate model monkeypatch.setattr(timm, "create_model", create_model) - model = instantiate(conf.module) - - # Instantiate trainer - trainer = Trainer( - accelerator="cpu", - fast_dev_run=fast_dev_run, - log_every_n_steps=1, - max_epochs=1, - ) - trainer.fit(model=model, datamodule=datamodule) + + args = [ + "--config", + config, + "--trainer.accelerator", + "cpu", + "--trainer.fast_dev_run", + str(fast_dev_run), + "--trainer.max_epochs", + "1", + "--trainer.log_every_n_steps", + "1", + ] + + main(["fit"] + args) def test_version_warnings(self) -> None: with pytest.warns(UserWarning, match="SimCLR v1 only uses 2 layers"): diff --git a/torchgeo/__main__.py b/torchgeo/__main__.py new file mode 100644 index 00000000000..66e073ed1cb --- /dev/null +++ b/torchgeo/__main__.py @@ -0,0 +1,8 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""Command-line interface to TorchGeo.""" + +from torchgeo.main import main + +main() diff --git a/torchgeo/datamodules/so2sat.py b/torchgeo/datamodules/so2sat.py index e7cc9be05a3..ec3e85097e9 100644 --- a/torchgeo/datamodules/so2sat.py +++ b/torchgeo/datamodules/so2sat.py @@ -183,7 +183,9 @@ def __init__( .. versionadded:: 0.5 The *val_split_pct* parameter, and the 'rgb' argument to *band_set*. """ - version = kwargs.get("version", "2") + # https://github.com/Lightning-AI/lightning/issues/18616 + kwargs["version"] = str(kwargs.get("version", "2")) + version = kwargs["version"] kwargs["bands"] = So2Sat.BAND_SETS[band_set] self.val_split_pct = val_split_pct diff --git a/torchgeo/main.py b/torchgeo/main.py new file mode 100644 index 00000000000..579130ca0ea --- /dev/null +++ b/torchgeo/main.py @@ -0,0 +1,36 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""Command-line interface to TorchGeo.""" + +import os + +from lightning.pytorch.cli import ArgsType, LightningCLI + +# Allows classes to be referenced using only the class name +import torchgeo.datamodules # noqa: F401 +import torchgeo.trainers # noqa: F401 +from torchgeo.datamodules import BaseDataModule +from torchgeo.trainers import BaseTask + + +def main(args: ArgsType = None) -> None: + """Command-line interface to TorchGeo.""" + # Taken from https://github.com/pangeo-data/cog-best-practices + rasterio_best_practices = { + "GDAL_DISABLE_READDIR_ON_OPEN": "EMPTY_DIR", + "AWS_NO_SIGN_REQUEST": "YES", + "GDAL_MAX_RAW_BLOCK_CACHE_SIZE": "200000000", + "GDAL_SWATH_SIZE": "200000000", + "VSI_CURL_CACHE_SIZE": "200000000", + } + os.environ.update(rasterio_best_practices) + + LightningCLI( + model_class=BaseTask, + datamodule_class=BaseDataModule, + seed_everything_default=0, + subclass_mode_model=True, + subclass_mode_data=True, + args=args, + ) diff --git a/torchgeo/trainers/base.py b/torchgeo/trainers/base.py index ff574d5b7f0..c8371c6ffa4 100644 --- a/torchgeo/trainers/base.py +++ b/torchgeo/trainers/base.py @@ -8,6 +8,7 @@ import lightning from lightning.pytorch import LightningModule +from lightning.pytorch.callbacks import Callback, EarlyStopping, ModelCheckpoint from torch.optim import AdamW from torch.optim.lr_scheduler import ReduceLROnPlateau @@ -18,12 +19,15 @@ class BaseTask(LightningModule, ABC): .. versionadded:: 0.5 """ - #: Model to train + #: Model to train. model: Any - #: Performance metric to monitor in learning rate scheduler and callbacks + #: Performance metric to monitor in learning rate scheduler and callbacks. monitor = "val_loss" + #: Whether the goal is to minimize or maximize the performance metric to monitor. + mode = "min" + def __init__(self) -> None: """Initialize a new BaseTask instance.""" super().__init__() @@ -32,6 +36,17 @@ def __init__(self) -> None: self.configure_metrics() self.configure_models() + def configure_callbacks(self) -> list[Callback]: + """Initialize model-specific callbacks. + + Returns: + List of callbacks to apply. + """ + return [ + ModelCheckpoint(monitor=self.monitor, mode=self.mode), + EarlyStopping(monitor=self.monitor, mode=self.mode), + ] + def configure_losses(self) -> None: """Initialize the loss criterion.""" diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py index f88f5d763c4..6a21902034a 100644 --- a/torchgeo/trainers/classification.py +++ b/torchgeo/trainers/classification.py @@ -159,6 +159,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y) self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) + self.log_dict(self.train_metrics) # type: ignore[arg-type] return loss @@ -179,6 +180,7 @@ def validation_step( loss = self.criterion(y_hat, y) self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) + self.log_dict(self.val_metrics) # type: ignore[arg-type] if ( batch_idx < 10 @@ -218,6 +220,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y) self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) + self.log_dict(self.test_metrics) # type: ignore[arg-type] def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 @@ -279,6 +282,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y.to(torch.float)) self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) + self.log_dict(self.train_metrics) # type: ignore[arg-type] return loss @@ -297,8 +301,9 @@ def validation_step( y_hat = self(x) y_hat_hard = torch.sigmoid(y_hat) loss = self.criterion(y_hat, y.to(torch.float)) - self.log("val_loss", loss, on_step=False, on_epoch=True) + self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) + self.log_dict(self.val_metrics) # type: ignore[arg-type] if ( batch_idx < 10 @@ -337,6 +342,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y.to(torch.float)) self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) + self.log_dict(self.test_metrics) # type: ignore[arg-type] def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 diff --git a/torchgeo/trainers/detection.py b/torchgeo/trainers/detection.py index a5ed5f829e4..840f2b6c36f 100644 --- a/torchgeo/trainers/detection.py +++ b/torchgeo/trainers/detection.py @@ -53,6 +53,7 @@ class ObjectDetectionTask(BaseTask): """ monitor = "val_map" + mode = "max" def __init__( self, @@ -248,7 +249,12 @@ def validation_step( for i in range(batch_size) ] y_hat = self(x) - self.val_metrics(y_hat, y) + metrics = self.val_metrics(y_hat, y) + + # https://github.com/Lightning-AI/torchmetrics/pull/1832#issuecomment-1623890714 + metrics.pop("val_classes", None) + + self.log_dict(metrics) if ( batch_idx < 10 @@ -278,17 +284,6 @@ def validation_step( except ValueError: pass - def on_validation_epoch_end(self) -> None: - """Log epoch level validation metrics.""" - # TODO: why is this method necessary? - metrics = self.val_metrics.compute() - - # https://github.com/Lightning-AI/torchmetrics/pull/1832#issuecomment-1623890714 - metrics.pop("val_classes", None) - - self.log_dict(metrics) - self.val_metrics.reset() - def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None: """Compute the test metrics. @@ -304,7 +299,12 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None for i in range(batch_size) ] y_hat = self(x) - self.test_metrics.update(y_hat, y) + metrics = self.test_metrics(y_hat, y) + + # https://github.com/Lightning-AI/torchmetrics/pull/1832#issuecomment-1623890714 + metrics.pop("test_classes", None) + + self.log_dict(metrics) def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 diff --git a/torchgeo/trainers/regression.py b/torchgeo/trainers/regression.py index 06c24c8e910..1f3583cbe4b 100644 --- a/torchgeo/trainers/regression.py +++ b/torchgeo/trainers/regression.py @@ -157,6 +157,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y) self.log("train_loss", loss) self.train_metrics(y_hat, y) + self.log_dict(self.train_metrics) # type: ignore[arg-type] return loss @@ -179,6 +180,7 @@ def validation_step( loss = self.criterion(y_hat, y) self.log("val_loss", loss) self.val_metrics(y_hat, y) + self.log_dict(self.val_metrics) # type: ignore[arg-type] if ( batch_idx < 10 @@ -223,6 +225,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y) self.log("test_loss", loss) self.test_metrics(y_hat, y) + self.log_dict(self.test_metrics) # type: ignore[arg-type] def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py index 224c04162e5..5e350581cd0 100644 --- a/torchgeo/trainers/segmentation.py +++ b/torchgeo/trainers/segmentation.py @@ -220,6 +220,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y) self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) + self.log_dict(self.train_metrics) # type: ignore[arg-type] return loss def validation_step( @@ -239,6 +240,7 @@ def validation_step( loss = self.criterion(y_hat, y) self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) + self.log_dict(self.val_metrics) # type: ignore[arg-type] if ( batch_idx < 10 @@ -278,6 +280,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y) self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) + self.log_dict(self.test_metrics) # type: ignore[arg-type] def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 diff --git a/train.py b/train.py deleted file mode 100755 index 2284402d581..00000000000 --- a/train.py +++ /dev/null @@ -1,153 +0,0 @@ -#!/usr/bin/env python3 - -# Copyright (c) Microsoft Corporation. All rights reserved. -# Licensed under the MIT License. - -"""torchgeo model training script.""" - -import os -from typing import cast - -import lightning.pytorch as pl -from hydra.utils import instantiate -from lightning.pytorch import LightningDataModule, LightningModule, Trainer -from lightning.pytorch.callbacks import EarlyStopping, ModelCheckpoint -from lightning.pytorch.loggers import CSVLogger, TensorBoardLogger -from omegaconf import DictConfig, OmegaConf - -from torchgeo.datamodules import MisconfigurationException -from torchgeo.trainers import BYOLTask, MoCoTask, ObjectDetectionTask, SimCLRTask - - -def set_up_omegaconf() -> DictConfig: - """Loads program arguments from either YAML config files or command line arguments. - - This method loads defaults/a schema from "conf/defaults.yaml" as well as potential - arguments from the command line. If one of the command line arguments is - "config_file", then we additionally read arguments from that YAML file. One of the - config file based arguments or command line arguments must specify task.name. The - task.name value is used to grab a task specific defaults from its respective - trainer. The final configuration is given as merge(task_defaults, defaults, - config file, command line). The merge() works from the first argument to the last, - replacing existing values with newer values. Additionally, if any values are - merged into task_defaults without matching types, then there will be a runtime - error. - - Returns: - an OmegaConf DictConfig containing all the validated program arguments - - Raises: - FileNotFoundError: when ``config_file`` does not exist - """ - conf = OmegaConf.load("conf/defaults.yaml") - command_line_conf = OmegaConf.from_cli() - - if "config_file" in command_line_conf: - config_fn = command_line_conf.config_file - if not os.path.isfile(config_fn): - raise FileNotFoundError(f"config_file={config_fn} is not a valid file") - - user_conf = OmegaConf.load(config_fn) - conf = OmegaConf.merge(conf, user_conf) - - conf = OmegaConf.merge( # Merge in any arguments passed via the command line - conf, command_line_conf - ) - conf = cast(DictConfig, conf) # convince mypy that everything is alright - return conf - - -def main(conf: DictConfig) -> None: - """Main training loop.""" - experiment_name = ( - f"{conf.datamodule._target_.lower()}_{conf.module._target_.lower()}" - ) - if os.path.isfile(conf.program.output_dir): - raise NotADirectoryError("`program.output_dir` must be a directory") - os.makedirs(conf.program.output_dir, exist_ok=True) - - experiment_dir = os.path.join(conf.program.output_dir, experiment_name) - os.makedirs(experiment_dir, exist_ok=True) - - if len(os.listdir(experiment_dir)) > 0: - if conf.program.overwrite: - print( - f"WARNING! The experiment directory, {experiment_dir}, already exists, " - + "we might overwrite data in it!" - ) - else: - raise FileExistsError( - f"The experiment directory, {experiment_dir}, already exists and isn't " - + "empty. We don't want to overwrite any existing results, exiting..." - ) - - with open(os.path.join(experiment_dir, "config.yaml"), "w") as f: - OmegaConf.save(config=conf, f=f) - - # Define module and datamodule - datamodule: LightningDataModule = instantiate(conf.datamodule) - task: LightningModule = instantiate(conf.module) - - # Define callbacks - tb_logger = TensorBoardLogger(conf.program.log_dir, name=experiment_name) - csv_logger = CSVLogger(conf.program.log_dir, name=experiment_name) - - if isinstance(task, ObjectDetectionTask): - monitor_metric = "val_map" - mode = "max" - elif isinstance(task, (BYOLTask, MoCoTask, SimCLRTask)): - monitor_metric = "train_loss" - mode = "min" - else: - monitor_metric = "val_loss" - mode = "min" - - checkpoint_callback = ModelCheckpoint( - monitor=monitor_metric, - filename=f"checkpoint-{{epoch:02d}}-{{{monitor_metric}:.2f}}", - dirpath=experiment_dir, - save_top_k=1, - save_last=True, - mode=mode, - ) - early_stopping_callback = EarlyStopping( - monitor=monitor_metric, min_delta=0.00, patience=18, mode=mode - ) - - # Define trainer - trainer: Trainer = instantiate( - conf.trainer, - callbacks=[checkpoint_callback, early_stopping_callback], - logger=[tb_logger, csv_logger], - default_root_dir=experiment_dir, - ) - - # Train - trainer.fit(model=task, datamodule=datamodule) - - # Test - try: - trainer.test(ckpt_path="best", datamodule=datamodule) - except MisconfigurationException: - pass - - -if __name__ == "__main__": - # Taken from https://github.com/pangeo-data/cog-best-practices - _rasterio_best_practices = { - "GDAL_DISABLE_READDIR_ON_OPEN": "EMPTY_DIR", - "AWS_NO_SIGN_REQUEST": "YES", - "GDAL_MAX_RAW_BLOCK_CACHE_SIZE": "200000000", - "GDAL_SWATH_SIZE": "200000000", - "VSI_CURL_CACHE_SIZE": "200000000", - } - os.environ.update(_rasterio_best_practices) - - conf = set_up_omegaconf() - - # Set random seed for reproducibility - # https://pytorch-lightning.readthedocs.io/en/latest/api/pytorch_lightning.utilities.seed.html#pytorch_lightning.utilities.seed.seed_everything - pl.seed_everything(conf.program.seed) - - # Main training procedure - main(conf) From 7e9b63efde1879b49559b471b550e2aa88766166 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Thu, 28 Sep 2023 16:21:02 -0500 Subject: [PATCH 033/113] ClassificationTask: add class_weights parameter (#1592) * ClassificationTask: add class_weights parameter * black fix --- torchgeo/trainers/classification.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py index 6a21902034a..573fe661abe 100644 --- a/torchgeo/trainers/classification.py +++ b/torchgeo/trainers/classification.py @@ -38,6 +38,7 @@ def __init__( in_channels: int = 3, num_classes: int = 1000, loss: str = "ce", + class_weights: Optional[Tensor] = None, lr: float = 1e-3, patience: int = 10, freeze_backbone: bool = False, @@ -53,6 +54,8 @@ def __init__( in_channels: Number of input channels to model. num_classes: Number of prediction classes. loss: One of 'ce', 'bce', 'jaccard', or 'focal'. + class_weights: Optional rescaling weight given to each + class and used with 'ce' loss. lr: Learning rate for optimizer. patience: Patience for learning rate scheduler. freeze_backbone: Freeze the backbone network to linear probe @@ -62,7 +65,7 @@ def __init__( *classification_model* was renamed to *model*. .. versionadded:: 0.5 - The *freeze_backbone* parameter. + The *class_weights* and *freeze_backbone* parameters. .. versionchanged:: 0.5 *learning_rate* and *learning_rate_schedule_patience* were renamed to @@ -78,7 +81,9 @@ def configure_losses(self) -> None: """ loss: str = self.hparams["loss"] if loss == "ce": - self.criterion: nn.Module = nn.CrossEntropyLoss() + self.criterion: nn.Module = nn.CrossEntropyLoss( + weight=self.hparams["class_weights"] + ) elif loss == "bce": self.criterion = nn.BCEWithLogitsLoss() elif loss == "jaccard": From db0a4ac60744f4260b0db0397b4e969770b92d6f Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 28 Sep 2023 16:21:28 -0500 Subject: [PATCH 034/113] Bump lightning[pytorch-extra] from 2.0.9 to 2.0.9.post0 in /requirements (#1596) Bumps [lightning[pytorch-extra]](https://github.com/Lightning-AI/lightning) from 2.0.9 to 2.0.9.post0. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.0.9...2.0.9.post0) --- updated-dependencies: - dependency-name: lightning[pytorch-extra] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 85b2aff192b..339fad6d513 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -6,7 +6,7 @@ einops==0.6.1 fiona==1.9.4.post1 kornia==0.7.0 lightly==1.4.20 -lightning[pytorch-extra]==2.0.9 +lightning[pytorch-extra]==2.0.9.post0 matplotlib==3.8.0 numpy==1.26.0 pandas==2.1.1 From ce196ee3cfaec0fe1c5cdacd1d8ad4ca8b68d566 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 28 Sep 2023 16:21:47 -0500 Subject: [PATCH 035/113] Bump scipy from 1.11.2 to 1.11.3 in /requirements (#1595) Bumps [scipy](https://github.com/scipy/scipy) from 1.11.2 to 1.11.3. - [Release notes](https://github.com/scipy/scipy/releases) - [Commits](https://github.com/scipy/scipy/compare/v1.11.2...v1.11.3) --- updated-dependencies: - dependency-name: scipy dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index 1e00e81c0a9..64f99767892 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -7,5 +7,5 @@ pyvista==0.42.2 radiant-mlhub==0.4.1 rarfile==4.1 scikit-image==0.21.0 -scipy==1.11.2 +scipy==1.11.3 zipfile-deflate64==0.2.0 From 2e01f99655244ba94e4b3b57723088f54d9d4e38 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 28 Sep 2023 16:22:06 -0500 Subject: [PATCH 036/113] Bump opencv-python from 4.8.0.76 to 4.8.1.78 in /requirements (#1594) Bumps [opencv-python](https://github.com/opencv/opencv-python) from 4.8.0.76 to 4.8.1.78. - [Release notes](https://github.com/opencv/opencv-python/releases) - [Commits](https://github.com/opencv/opencv-python/commits) --- updated-dependencies: - dependency-name: opencv-python dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index 64f99767892..ccad418a359 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -1,7 +1,7 @@ # datasets h5py==3.9.0 laspy==2.5.1 -opencv-python==4.8.0.76 +opencv-python==4.8.1.78 pycocotools==2.0.7 pyvista==0.42.2 radiant-mlhub==0.4.1 From b6d78b74c369ba5169989f0a172b3eca37ae0e4e Mon Sep 17 00:00:00 2001 From: Caleb Robinson Date: Fri, 29 Sep 2023 03:34:51 -0700 Subject: [PATCH 037/113] Adding the RwandaFieldBoundary dataset (#1574) * Initial commit * Add to docs * Pyupgrade * Pyupgrade * Added tests * who actually cares about lines that are 91 characters long * Using Figure from matplotlib.figure instead of matplotlib.pyplot to make mypy happy even though they are the same thing * Documentation updates * Update docs link --------- Co-authored-by: Adam J. Stewart --- docs/api/datasets.rst | 5 + docs/api/non_geo_datasets.csv | 1 + tests/data/rwanda_field_boundary/data.py | 101 ++++++ ...d_boundary_competition_labels_train.tar.gz | Bin 0 -> 2249 bytes ...ld_boundary_competition_source_test.tar.gz | Bin 0 -> 56702 bytes ...d_boundary_competition_source_train.tar.gz | Bin 0 -> 56601 bytes tests/datasets/test_rwanda_field_boundary.py | 140 ++++++++ torchgeo/datasets/__init__.py | 2 + torchgeo/datasets/rwanda_field_boundary.py | 328 ++++++++++++++++++ 9 files changed, 577 insertions(+) create mode 100644 tests/data/rwanda_field_boundary/data.py create mode 100644 tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_labels_train.tar.gz create mode 100644 tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_source_test.tar.gz create mode 100644 tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_source_train.tar.gz create mode 100644 tests/datasets/test_rwanda_field_boundary.py create mode 100644 torchgeo/datasets/rwanda_field_boundary.py diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index 70c88928fc0..7e04af7a20c 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -297,6 +297,11 @@ RESISC45 .. autoclass:: RESISC45 +Rwanda Field Boundary +^^^^^^^^^^^^^^^^^^^^^ + +.. autoclass:: RwandaFieldBoundary + Seasonal Contrast ^^^^^^^^^^^^^^^^^ diff --git a/docs/api/non_geo_datasets.csv b/docs/api/non_geo_datasets.csv index cf6c8ebec8d..1b745544dca 100644 --- a/docs/api/non_geo_datasets.csv +++ b/docs/api/non_geo_datasets.csv @@ -26,6 +26,7 @@ Dataset,Task,Source,# Samples,# Classes,Size (px),Resolution (m),Bands `Potsdam`_,S,Aerial,38,6,"6,000x6,000",0.05,MSI `ReforesTree`_,"OD, R",Aerial,100,6,"4,000x4,000",0.02,RGB `RESISC45`_,C,Google Earth,"31,500",45,256x256,0.2--30,RGB +`Rwanda Field Boundary`_,S,Planetscope,70,2,256x256,4.7,RGB + NIR `Seasonal Contrast`_,T,Sentinel-2,100K--1M,-,264x264,10,MSI `SeasoNet`_,S,Sentinel-2,"1,759,830",33,120x120,10,MSI `SEN12MS`_,S,"Sentinel-1/2, MODIS","180,662",33,256x256,10,"SAR, MSI" diff --git a/tests/data/rwanda_field_boundary/data.py b/tests/data/rwanda_field_boundary/data.py new file mode 100644 index 00000000000..7a23b385cf6 --- /dev/null +++ b/tests/data/rwanda_field_boundary/data.py @@ -0,0 +1,101 @@ +#!/usr/bin/env python3 + +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import hashlib +import os +import shutil + +import numpy as np +import rasterio + +dates = ("2021_03", "2021_04", "2021_08", "2021_10", "2021_11", "2021_12") +all_bands = ("B01", "B02", "B03", "B04") + +SIZE = 32 +NUM_SAMPLES = 5 +np.random.seed(0) + + +def create_mask(fn: str) -> None: + profile = { + "driver": "GTiff", + "dtype": "uint8", + "nodata": 0.0, + "width": SIZE, + "height": SIZE, + "count": 1, + "crs": "epsg:3857", + "compress": "lzw", + "predictor": 2, + "transform": rasterio.Affine(10.0, 0.0, 0.0, 0.0, -10.0, 0.0), + "blockysize": 32, + "tiled": False, + "interleave": "band", + } + with rasterio.open(fn, "w", **profile) as f: + f.write(np.random.randint(0, 2, size=(SIZE, SIZE), dtype=np.uint8), 1) + + +def create_img(fn: str) -> None: + profile = { + "driver": "GTiff", + "dtype": "uint16", + "nodata": 0.0, + "width": SIZE, + "height": SIZE, + "count": 1, + "crs": "epsg:3857", + "compress": "lzw", + "predictor": 2, + "blockysize": 16, + "transform": rasterio.Affine(10.0, 0.0, 0.0, 0.0, -10.0, 0.0), + "tiled": False, + "interleave": "band", + } + with rasterio.open(fn, "w", **profile) as f: + f.write(np.random.randint(0, 2, size=(SIZE, SIZE), dtype=np.uint16), 1) + + +if __name__ == "__main__": + # Train and test images + for split in ("train", "test"): + for i in range(NUM_SAMPLES): + for date in dates: + directory = os.path.join( + f"nasa_rwanda_field_boundary_competition_source_{split}", + f"nasa_rwanda_field_boundary_competition_source_{split}_{i:02d}_{date}", # noqa: E501 + ) + os.makedirs(directory, exist_ok=True) + for band in all_bands: + create_img(os.path.join(directory, f"{band}.tif")) + + # Create collections.json, this isn't used by the dataset but is checked to + # exist + with open( + f"nasa_rwanda_field_boundary_competition_source_{split}/collections.json", + "w", + ) as f: + f.write("Not used") + + # Train labels + for i in range(NUM_SAMPLES): + directory = os.path.join( + "nasa_rwanda_field_boundary_competition_labels_train", + f"nasa_rwanda_field_boundary_competition_labels_train_{i:02d}", + ) + os.makedirs(directory, exist_ok=True) + create_mask(os.path.join(directory, "raster_labels.tif")) + + # Create directories and compute checksums + for filename in [ + "nasa_rwanda_field_boundary_competition_source_train", + "nasa_rwanda_field_boundary_competition_source_test", + "nasa_rwanda_field_boundary_competition_labels_train", + ]: + shutil.make_archive(filename, "gztar", ".", filename) + # Compute checksums + with open(f"{filename}.tar.gz", "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"{filename}: {md5}") diff --git a/tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_labels_train.tar.gz b/tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_labels_train.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..ffa98bb53d65797fe44d078aea7babc324699fc6 GIT binary patch literal 2249 zcmV;)2sZa0iwFqREEZ(~|88M(VPA50VQyq$UuJ1#Y-C?zZ*^{DVRCt2V{dJ6WprtD zX>V>{Y++($Y;#|9a$#w1E_7jX0PUIyP}5f)$N$_BBM<}v1TY+4ocZS>!O{u}hEoub z)5Z{jgxefY1(kvjJn#TKL#=WX1&>OR)&s?ZL-7C+vF@r1?22}`P*glt8r-n0TiA@j*!C^q;e9Y zIP7RXFFuMLnIx8fAy~!cCM6{EM0^oHDUlt|iR8r#*&+dlpXl%@>)(+^8>y%x{oPte zsqe3Olu9Gfs3aCng|2GyRYcfBt{$HGe$+ z$#e=?K952t(T_wcYrF!G8+5G55vN!}yMo6?xR@@Ri#mda>fP2SW;`y&mf zr24jI$zSxxj2n!(4}NqGR{ml#I<72l&SUxkW3JW8!Xhg2+AVLH>#>Nsybj9SVTsDy z`&q~*9hE2}=JI}|y#IBn^4oj7|5sx*|NZ*$D82n@G!R7fU0-RmDytrq7>&G-IV#aW zj1YCq$oLjZ1Upi3+Ny8sT+84^0YnCs=s@%n^2AX|c0N1-mm^9Nq`!M39mzoEYyX19 zy+$${GISV$#sp0ES@YzsKr$XDY1lu&IvMStyLn;c0MkSZN7#BcYJepQn@QN_Ig^6% zJ{@F?T!|j!Tba$n?p|o6hk4xXW-Gl~jC&q2Xro?yi5u7*xG&i6KtO-TMyyO~cxZ8- z_<6doDPetcd~KRfP2H>_R%xBn8sA5P(i?pNhWfsB^g^FGdeVf~X^j2154JylvRa(i z6do76$4a7-)6zX~Yf7FbZf*5a{`QdCMve5cMYgH^81OEsA2mc5ES5*H;|FHkVhA>(DpFTeSY2g2g z>Hkx~|Nqzj5h8}D^hP<;<-X2t!fS$>B!lCZD>9ym&t9-RIV8#qRo-yX!oTUK=&4$T ztX}_zQLiYXur|Xx|j${nz^gR>#lc zuu9u|3S&3#^J4G3UUppbd_UgnKu|A@U-Y6m^qZUgDcv^>?xQs!hX(hmeeSI@?O~US z>V@KA!@Q+F8Fee-2-qzGd|v*NV|q@#_`I+!S1R~Dy>yMgE4QZQ8=DJZ-<^CM zlvUMI9xkpsy<)*SS;=4f(lHpwWAK0Qf5rBHGWb9EKlnf7KluNo^nWt=Klnd9|DUw} z56}O{`9J#}Mo(8AS?@BRlxw1ipO)2l0MU5mq^+KP!4hR0a-A|GcR`QN@bOu54L3HM z=T}9no=wst@{36&F-p>wkMlgAIu%DU#1+Ve&F6<$B#Zg+{(Y+M+*4yFLg5x z=0}tmZK&}*yyXy=(jhI&%!<6T#7^H>Ul^C0{flkd)V9or+s?!d;>>2urd2iwEAC9i zK3j3^uCUUi#k8{`y&;ye!w(D3|H1#k{}tQ+Dd7L$|KR_S|6}~0G(P`P$bZH3f69ma zpFVy=a2)x+5NrqF|B(OS{|f&3e;vnHni?92%km>E6HR^foHGqLOoWAvZdOL5e`SZS zrO9Sj%j@-e)@~;2n=Dp_SjmF5Hndpk#6)z?)7r~IC{^CGzMyQo$lHE9y={$~^hy~u zCjF_l)wjOp+xyF`OPtGD_u4&7muzK}w_E5pT`^m?a8GDdN7ztKL74PLUm$Ct>tVHx z;SQ9&5p*}3t+#6g{F|;GaaG|54UPJYn^!hoBBdJEc7Gdl-YbT@iDvQLT4}hf%j*J{ zX?u=6pxgR-X)mEND6T$F-Qbbu%{%dg&mOyHFK^}6K6{wp`>4G3_VCek)y566HM|qY zUsRW$YHGOf_i&GtHx8VF#(6tF7s)OKSMZ`wU@n9IPs;P3Jpad?|7dXjQ%wJ-I>2!c z{2%-u@*n(vGWtIi{2%-u{2%-u{Qp0n|3~nzbX1fx&n@>$eWis{&pB(JJnZdiq$O#{ z(CIR9cQnmoS)pC)V`pmQyBDJ&murmh5|@&J+@AcYm;%odT)nM*@Vu?fJ=D1;2bl)a zOU1`moj<+6Y=2AHbSBMUk^jz)hXEKdIc|DUh>gGXDGRqbxtA-SXxhyRur2GhnvOZ; zq;Htt+<#5h@gjj)vN*1gY1(&7P}u(9mQ#*(sJpDoX4txIvAMYXr`TV^e{OY7t-neQ zZW%gV9a0`sX<+n3SCT08E}?m<)!>g^yi*xao%pn@sQvCgyJJOd&C55kj_kZ+AG>bt zsi5REyEkUP%4DIaaed0wAdi|Q6q8pwQg_7+1rO|!6@mW)00000000000000000000 X0000000000z{l_#qy>}O0C)fZPa}!J literal 0 HcmV?d00001 diff --git a/tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_source_test.tar.gz b/tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_source_test.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..a834f66bf384de4b8163724d97b9c132231e6478 GIT binary patch literal 56702 zcmZVlQ+Qro8#W3zO=CB9W7}?QTTRl~P8zqdZQHi(+_Bx*w(j}&dB1P1e`D>9Id`w) z9OKkQ903cvK#yhm8L%^QHZpK>H?lJ^GBC3=wJ|aHY47^)!^y+I*xuH`)Wy=p(%#O% z+1}O3*wnzq)Y*m6#mMQ?c^8zP+SwWq1uNyA!j32~fQU4=xhaFVN%3vGxT7O6nxt?& zx1(bt{&W6k((wH5W5MawBjED6XWC<`BBnk$=RrHdD5@U%%G$?o`JhJt z{QJ|;mn0Pxv7Zk1;1Jtiq)$X7RjT)K-hS$k=x}+{KAlfD&7h?@fKNxi#o>k*=-+&5 zFN#Q@+nAr4pBj2;4~aX3uMImSeYK{x%msJ?=u zFRrN6U*JXa1AHcK>@6>0TO8c$YMmb)9KrKve=muIwy$#VLxJz_FuOvi0MIkyCyOm9 z*?N$YBG7sP@N0n`-|qmdD}Wyy0BqkFe0rq--}z45_zCazq(@L~zEo*LknQ}m1Msr} z)X-ky9N@k84$!qRgeA_ZXe+5&>ACs#eARQn%XH;B`oi?Y%S4QFn3D%{p83&dDEvtP zj4cEJ>-I19XF`I$f~lW!0Yt8*Up?M!Y4CyToSz5N>dQ-tb#mNcY$aB!m>&jm^1@`Jqjq#r~P>!=L=m(<9*=#lE3*dl(j--RDZB zv65nMy?p02GdzNRr=aa|xJ0!7mnNzr=7lB^_ zK?dj%)z(*s$d-s4O9x&)XQA#)Gcq-}G3(6DaA)FCT-d2(^@y^EH02`1vhPmdmss=! z?^l8a53)bMIyg~#7(qmzff ze9yEk&KA$=%BguKgzic=b zr~U*$yu(~?_e}f6_Us7tIfKzZJ)`^;`VIK9f-{7APIYf`hGK^Nj))fyVshdF$ZsiG zxdoMTp~kf=;&tox(1J#_P+>L7<95D`*)FU-2HwiOm5XKKrN28jK8(I> zAQus0o5PUy>pUoK{ppCLmOHAkO&JiI#CZILqcK~+5p^PUYezIPvS@cxlZFcIHB`e& zC2tB|{TwMi#V*@-%)C(dZ=tu}!zw#w)Ki{Lh74R?Kv{g2&)Wkep&KK@=E?~E6ViKl zadw(o8lP$-pS0wcAkcnsU^)%nw} zsAY{{3`m|2vI`>5yKD(@m!|n|M;bHLWj)jwaDzb#zMeEJ!kw5cAd#2W0ZAw%GsssOR~LG zxIs>Gy6B5;`Po-g;brm$uBkSa*Scw<9SXADs9?62x#>xe`|~uxLnHkcLB)qemj=#T z7s=#vCgf%1h^HE`)ZXT7i|SbW^JWhF;`tnT+nFT-ykHrwsntobm6_k zziS6P@*b}!Mn^vh{?)G$cn2b-%~%7;%-$*+>PYqxn_yi49q+5ZQl zlYTQj`$E0YE_Kg}e^J215U{;|LR3JNw+o0a5VTLe1d;9U6A>tEZ<_r=sdFF;Gh}p3w4ZG$HEbdCnEGWAwRx347*f>ZmjgBIG z*AgD&9YLt`^L=c52q`zeTdmXE^-$tI?!ja-JWqtMhoRp@tBKJIZ&-59rjFEBl5l6S z)ujM&vmV-*ar`X0O(L@4+f-duF@d3-KrU^z`BK4)fge=NaYL?>hhx0l*Z1bPPlk0WUx)(Dxe* z@H_ywTnm6uI)HERcYsQ5q1X9iIzmL|58<4=P}t@5$#{|lIrJ8+pO;xBw}+=Zyp;gj zn%GePnv`;bwcO3XP-h8`=Vup|&2`BD){XJ|r^N6dEu8$3l;i5nWHx&?h-xaJ+v}>;fNO^`9|tz9*^*lA;BQpOa1lnMS++nZnHQs`FRfV z4h0n1E~i&IR@(mOB-`+%r!9I7#-HJL|0j z=GvcF?lX0%HC4Vg?tbMJc%wrIaX((6rj+N;QPM27Gw9M!Qt+oi;Vos>{{9 zPOgrXxBY-i$USpcwVydMgw83y9+=IyxnMNY+bxl&g5}e(bOUIpUxIXv*=icT)0*yW z(I%!Pw;arvRUGa!5FL{cVX-bZa@)baX4HKFe?k8a@I9kI9|H)Ze!#UKq~&jfX}`Zh z*V`|q|E}r8cdjR-m+AMB-5zHtk)Hb@zmYhE;1s6OG0#W$Pb%hoX2 zR+C;&GcGDdEqX~~ucc$o!GI2@(XE6{_Nicofln+2mE*n%{2p_cQD38#ccQ%IlcDc7 ztgx4t4nB$naAduo2gIXWR@tu=S1qNMfG6xdS0t6wYv73`igN7Oy>b*bRLmqcln@zGngo1L5*wS zb`ZflGcl(@oBrwFHI>n&bY}rh)D+CCMg)CxzO@{M>_K;S=she!H9@|CHr7E`WCd$<{Ozcy(*E!F4D$D~dvh0Vcp0MVLC z9Ez8;=(Dt>#0QAPNHzeM9W$sqI# zkZV_ty0G;+ovWViq9Vv1V84hQzql5F^z+?$=0jn4DwbE;v*S_Qa_~04&%ICAxa|Kx z$7{++uG4R3jPhcN#$fs&tMNFv<$2zD(-N+Y9q^=Q$M_W&CiU5LSs%vC;v}{o2FD5} ztW8>q43jI``$h1?83skmTH>o$1Zp7)EBR|Qh7@|qgV0?rELt=rNRz#WSnY%rLoxHG zi;!)q>`-{>R?s&W1w9M8{l`362QS)(QA=dOp^Zkp6up2W8m&_K&s$Xq8}F;^iNpRE z31>vagDhm2>vj&)u=5!El8sSL=09)FhVCBldQzjZ575xO?kk;)j{h{yWZ`)|vd>b@ z)_P$!cev8h8#S~sSbJl#5E*O--qR{=@zBfi1=r$!CawS$|q8tyC_KQvB^7qN^Yx511 zc|FbvTQFA%qWFi6*u2CE92wtk?^ihVX4k85kRkWW_>i{Lh3!C08}#0?Qg8P7 z5+rxk7``8q;+ z`(#x3yoE63AtYN=B{lf%-PRHt^#vbMi7j$0u{wjD{UOS}F;*xk17!$4s=4p^Mu<0jz(i?DOo;{G**nD_RYIL8RtO>R@@$GW z%HQbd1O@l)r!~ZRp>QxSB4H@Md?4tMUFwKLz+>$bozcW9A?;}-T5-V=o1Nz_P7?!l zN93KnRzHr2uA?k+b*hk=AN_{$Hpn1XKhw&DmXS2MWD?3t;iE96QJbWv`^)fQaAmc9mtbfu%CR_h7xcc-r}Fiy+mcbw50R zs_*eTT2>@(!pl$=C1)uz|=A`s_Dpggt%h&N#;MlrGAaOp(DgVoJG-?RzOwm!<;D7C<`Va+|N**sW2#vcd+QUhE_tn|&h{sXKXI#lO2MfMz)i$X2&9r4!Ysbhk zghWzC91gbKiTWO<1fk;;Mi|#w`NXlA_`EwICK)YnW_lh`p=r4ofKzPuFETLBpjc52IaT;&RN%|gTOB}S6q zvg8_*a9TQy9a9$sjbihwI&5qE0$=yKV+-kJU(_x3H_`_md(GA#;4dxKZZ}(nezW%< zWsh94n|V#anPR5b7f738cU{Z2Ob5!74Iw!RTer#BaJUPO_QN6qZTfQ-;}6{*$d}2l z&-@|N*$D`8xwD7Rgt5T?L@a;^+BzU?m3rt5tn8C93IakmVc0RYijqc8LE|L~=f(L#hM^eI%QVZF z;~eEGRazT=x@vwtIgArIe6v!-ylR@7-#w%PN*|Z3 zsu+iCZ-!^UXB)V)?wKJzFfJ$tHK9IA(U}_FqJ}nA3)yRMA-KcAaDSN}ryOw02I~>M z!8*Vj7c%0pH}4MFKvam6Zv-AB+^EU3k^X&HGu@@8vhiywJ8LBfBW(Ar%8G4@*^+w? zx;dIvz8EJh-jp-cTe6&IMdbh<9m%=EISoV~(q8RSY2l>#99 zY=80suPZ!ZXQcqfX+T3#a2924$eWmctpq*`$A@ur`*T;t`>27|M(0RLOQtS~d{?b` zQzjp$@0~_{;9!g(7~(%i!s~_@<3D`v*Q&I?6uZs9EJ zm{~$`CL{5&>Kpj+(LRg4SKLj~%KXGJbd#lL-}o77gWTW{e{QKBL6`9roPclYeB&jSI00f7i?;=^&cSs6^mt zBjOKx8DOHxE?^1ANLg9H4gEz`akTuQQynqJ&yk^THe2dv?F_aW&EG|8-?r9unY&xd zjN2s%k)5@E9*m9GkB&F%CALs9E`~p8;0BR%qLZSW>F`;Ubw-S1Y^$?tBiqJ9k09%K zJ@abZg%(B51kjW@ivMDLtvX#xedi~iXmsZgMuLhbO)B@Qao11zag2-Gt?CX3z zn)I@n6*I5yDF;es1v%OrjYseNhJi3a)LOEgI$!S&;f2tlVLJE>xlZ|f13xX_^vAC0 zra@SBv)uNRS&Y6!lod<8{nQkpjC^Hn+3!uWZfJPo8Jk~p64oqf8n(}`n|IjL1Zrr9 zHa}dbsR4(k0v|^|>y>e({N2Fu)V<|gDgB}E@n+=Idxe<2k=~toJj}b2qF;p!U0X|4 zbEOE#bwAZ5%*G#1;!$Tt!&=sVfkG6Te>_N3-5({S`(^7@j8Ph2FeN1tXI#vf%w@J( zs|iBQRpqx}3*y0Bf|J*E`fGf}L6=D1VvtkmAkE9#JS?HtI2pya;6w*rVMYn_CI*QX^ zg%2`$D#E1y#}Wo&0q_*S@N3HN{T~Uw6Z$7jP2OSd{a*OMZ?@p0;lP;BtPmQpgKH!n zu#j+ey?dQHeaP<2>T*nbafYx(IBx!WBoME@spQ(>bLnrEGT3bHOM4fVx0$>iOEZr6 z7w!t9EtUnC7rEc4e6g$5DCih;sTlNw{Ix6g5nJ`h{klEHvt}W!^|OwZQT-OIHsmXc zJvYh^OrQ<0!yz&TvrKUCg z?6=DkSfsKR74;S8KN6ykyNO*a4Q{NSwFs7VIh%ea5L^hTXP{m$!h)NcCJ#_)+VO}9 zZ)HnKV(#>}J-*JNihrA>ipQ>lRUQ;tOAXc9F{hMOGm*lnRoVL~e`zkLm3ui~6rpKW ziH=v+T+mrE1zl&3$JUjc2Q`NkoJ^fS8J)b)vbj`F%A~%%w|?eYeV~Z9mpbYBM~_~) z)nt~NJv@ymHopOaty`e*BCGk;pBeAKr$x0PabOHK8lil8n(9f*pNfmo2y zxh+{SQ6)5$2UW_wMpLxT^TO4b2*mrA+Sw+VwCxu#-S7|=Q2+TEcub;u4pHeP(AZVwDqR{aliv4zaI^iIxA!)5z)w(MTBe~%`Q^`d|pqn_z ze7|o;4G8}iV}&Y=Se7l{0ki0DsbrBy;Qx6&ZW%h?w-Ei{FT?xsa#=2AL0?4|Kwiy-*)sH?!( z1-2Snu}r;5kwHItYHJ-(Kw_h$>Tanh8?Ent?YV(UgY9-{_Rt|K?f?D3gBW&cm?sqm zjV`^mQDr(98o=9m6s$Wa7Yl0~$gf&Ol8{4drL)~`ZH-7mYwzODvSS(2$|{Y{|a9gwMRd~DcxPqvc4cUTWME^cT#UWKK$7>$y*-3 z#);`jk`b1oF{xW4gaVfsVHz@zjZ94)04+BUmzZuoQD93<%+_OFO z-yY!Xz2;luA9y;sHGYy0!~`N9HA<$qPT|ZO89gpCZez9+c-j0)s2X9Z*iX*opkek` z-;Dc3hlAZ$#ObdyP5X|r7s>JrFdG}vhXb3qUf5gwL-BAsT5=?}-a)nwy5nduhC}=? zUmP`Ns#Nlf_$ngtFfC#Q8W4OggE~rQbJZVo#N5k2t5`aHx|=BKGGG5ljEdPDd$V=u zg1eJXm@%nOWOUsUS7szSOf4@OXrZf<#do7XAVM0}T~$jiP<_~Hi8yMyI>aGN2 zKA&vL*;TPPuPs;#T$2Z6=30M-Lyv?DetYM4qM@a)NeW#hOL9(XKK1S@+!c>MI+sFi zx8SrX3dh{)*H9T4%$x5R!Km;|!wAiD^4Uo(;#hx_4kh=^Nre;$z^p>-mcBrKgYIZ|fPV9|h_TV&iH4hWIZ4y(^RpKzsmR?|?4A zl?yN>f?;0$^a(yt?t#~i*KN7u6lF*v0fAA&{GoP&xhBd#c0m)7_#_Q(xk@z1!x6__ zp0!fml4&H;^{D3!U(I9^uUm7IZ6Q{ph1vj#O+&dRUe{fm2;`utuz>I7(7FL4kO4fV zpxCI9GEjSzUE6I#;!}D5uYFAPj=@~6(GRX$Xgb$|w1LP)d{@HGkMIlP)+11Zm(Y_+ zdWp5xp~ZLZDFb*f=7FwU*qX=Nb6r=;iLbgSns!P)m#dt^BxbKOr==dag4KvuOO+IL zC>>U*95%z?Y)Y3^3Df?*7ZaEd>_ULniY9IPZYmH0fltYEQk_KNidNd>idQQSA|a4c zxIVV`ksj&FY0wb7-*^0raLYK99nMhIg4zk|v+JKxuAws09F9v*M5jNKE47(i zo=R#j?;l2LN~1PAko+!a)^+3AhAdgWBcp<8kiNrK%Jit#;L@;r8MXt~YSDREaJ!w6 zY&yx1@4006N$v0+quWdz$tWeRz{T`0 zr8#?_{>%*AVLuSxK$Qvlb`wyirR3(m!(nm|gxT$8g?%M6OSKXF^Ct`|m9yP>58Gvg zTRa}8&6R6C{~O8WJ`p7;Vkw(|{O!!+S!61SXyWq?p%lJqBL3SZ9Ay+m1rJjZVv>H< zJlmy1Tk6fNaX@~`=i(QgjBE^btA|8f1UIpx_vJE8x@l0(!=YWH$k;E_fsjOI<4tJw zspX57BFFcihi&(A7Bzb9t6UfHj^V1B6^rfaj$h#rip}jBDk%np8}`TAtPd>>d#upx zdAgtr-c#e7GBb8(s9S4VK*BdD!1PO2-Z$xe`C7-hpN7E`%obwIjsa4lCdYa(yn(`+ zqR==fWRC@3j{Og~zLMgl_l{KgcgWK3n6i zO3+52`YwsVbGG`|tD%D}JcDV`^s)kr6VW*5_r9v@qj}WS`#5Gg20j0~Mu$q%gqcBK z@Q_qMS3|PxT>eJ^Yn5~I572p zCL%*FKL>leH%EUK)Jl%$K$Aj55@j}ypVZ$W3t*BS8`OY5uuYcBW?h_v-cD<#-MlT+ zzc4zdPnAFYvYV>1#GA~rnfhn+y5PgdVZL=99|qG}wxaOnYfLzo<0Sus)ivT?N-91H zO67M1mZ7sQh!~hYD#ASHo^%eY#e|qak`|f70T1t$JuSQTB|J}9RgV-guE}$!5{EGz zGGP84eI+dLY5rs!V)m)azh(%&&pRK=0?M(%& z7WH{l2{a2Cu;wwGIHXr*cxU!8p78WTr>MDYUe9E>bhqV!*dnQC67M4Y$#S`hoVCxC zsYz;e#_H%3FD&teUh>(D>yu+MoBmz!WD_fh+@{!bzUh; zufd}-`1i?H)`p~LAVcxcXzfxeyuPcd`UqznV-*S@I#krgvNHAvt-R; z!K{}Mm4C+Rbsnj;^Y+DMhN5ty3OU;yPn$;q#IM$y=tA7Pn8nw1s;s?e&se))H78N$ zi-?rLXXCMlZ31A6`BR3wpT=)3{X@zPI!`suW?}^_zdW`x%x$|VtatF^dz#z=$MRiN z1&r@jy=3$vEW0!&MEjzLr)y_m4o7gc*b_sln;hOuVH#L2WC0L3NNRJ28C8r@6fT)M zS9IE_w~b({gL5^0?;(x3G9nDMOELnU$z;_3@5103Dqr1%3c`M>DSWhMV>t)Ahb1*$ zg;a`M9vjB@93gGq3xq6q4O$#pN(-a|?A4kmmsU05Xd$fc;YCZRoim^cq?lDryxcz9LH$fE)e=gZJ5$Ck`XlY}2N zI|0_VndkR@@pQ4grKY`?#}D+;;jY`R6x$>t;TvQ&XMToaMQ~ibn5TD^PY~IV*rLGQ9ps%5wgfOuGWq$T2halmyQE?BhF!@a z#FTc&Zx-TVfAH@uKA4Sz@Vz;TdzfbpDWkI~^D@$6849D5Xm!S9_Vg9-ak*uSS6r8s z6|xyi{O%qMDMZvcbpwK~?`>eeOsShVPKRs9U`XMalG~lpz>c)>*}o0L+L23ZaZDuh zei3bOkxpMx#2>#{!>nPZx3`!csx-G!s+my}A^Kv^__nG69U-6D2Wwu zv|EpG~-(NL^D#zg*r3mCRx>=0UNS@x>7vPoyJ`{|ea8~Hz?`%kMVzMy>m z@Aw@^K^XSC+l~e3eZ|0{aEYTCqq$~%!YB!yj9#t7oHf<2A&#m2{6|F}SDT)5kR3(uTQa8ue& zEiwrsUCdIGn@!;iKJc72yWngHuDW%7Itq0CunMwjELWhOE-vp(;P}B=PfWIO;S@}t zE7RageC3i>57*3txp11C+6reDGH%d3JqOw2Y*QI6PoKlc;*AY$xkx|nkO7psqjNNv z98l2f@~>Q`bSHV3_|ydPh7YF<@FYSje0 zV=wsE2Gpkh++QLI&Nm7_XW8T`CN*2j{AFyya5mvYq;q?Oh(XEFFI7MS#mYA`s=l$F zdrmV!Mxs{c-REsPTt^Tk2D!8>ih7f%yahp!~mTMGjK`8#v$wTn8pYyawJ2-&@|1KDL*H zC;{oTyS39=W5W>F*^bx!YxEtcd#v3n2dlVT@o{Fk+K0k0B`9ROoBALOsd))xEGjdX zZ{&`161LxLSR6U|rL7Rh(#%7@N86|$(&QnNVK27At*gP~T^?5q(Yh)1FuZw3$+Z2n zH6l>Belyb!Mt&vWMJXv_b=5vfl1k*vMH4{jM0dTW{f<4w?JiC&{= zcPkf-nv%%-$f&tdX>)wKV7cvd!xJ%t?u^4m{SfhIv(t@gweJ9{#I@e^`*h#~_O?s;u$@!kODd(NXU3O+_E%p0 zY~;+DErf>EQkCuIye!H}e;!NEqd_-~3bli7!83k*ep?+TzdvbL$@8&oX6vl7@diw? zwN@V{mij^TcCVA+tD^oWKQ`}m29`Rv2-_BGs9|h>VKrPaH2oPeD#k7^}ne92HvJWwtv}AGqc3T z6@oZe|KWf+fLN%?R27YCAo|?6^uaRrT@G_Ihs)#luDp0wsfnPv#vr32v0&?gf*ol| zbPCHTyS^O-3|1I^lQjL4O?-+JzG+3lu~N9E>@4-YUOjI+gJ!Xc8dvJX&k|qz?q_-Y zn`V6NBn>pn!O|h0yUzszOfV(!W?6|;8?`9p>y@uDm}vq8nJc(ebbgyRp4GC!Mz4km z))084wV!2?ifz`eSNFJU_TYK~`f>J}tj_LnDuQ{YW0a;?{u5I*BT$)5 zvHqo^M3{WG)ORxWbC!rbD!;8piDhDxOUscDxM{BKb`1Wo+VcrHA*FCY-78_dDp(Ko zZTR$2*QXd07fiXBp3D(HRYfR|SoU~Oae#~IemO|>pi9`KEcCp{ZlpIqF+yAwdpb1= zYcIf2_3O51yQ4>NijTRLR7@P{0t~f1LfjvUwkmG0J{N!>f^gjQFW6i#HVHi`SSGbE zO^}o)tlKx{V{7{&uUYS_PxQ5LJaK)X6jQsciZQ#QTY3E!jV+5xrD{Tx2S3Cwv|?_=OH_ zK8@Fj8itHd39;k{96h64`x%IV-}nHoSm;)%|D4-4?su*bc9crst>cBb@wdS-hfd`R z-1X-Ukp8L*tR<|7$ubp`@pDjVzX{If44w2C&R$YwWJ)X=9YVx>H9|ngtTj{Jd`z+m#4NSf1YmAV_u~GMIV!jql2{)D#nGDGyl>j4T>`1q-QHIVl1Yn+-DG9h`HT0DXO780J>X>j$ZF-wcm6H3O+AAbnw0$`XTTFRG0g|o#sn`z9 z-G|b%Rio`Mj`BK7!Xh`5l z5K)=O<;IeY2r`o}JrU&9MC6U5O^s%(UQlXG>yX$Uz zZ5s#K~GwVV@f(*j3(myAIDBUMgKaAZ^UN4Zaxjepz+%h2I~?=Yn}<-acIrP;tP zoVf)Q+d)}>KoXva>pro(CW07xsu;bVY6Wmx6Z?4_M{r7?rKzXd>|NQrV^fu!i=EE8sATsrW0)4$5 z^jFC6V_ST;C&~U8XnvVp0^-mUe)=5-_}+lqhwaH2d&)9WI7IuX^Q%peuV<6?tyF7B>9r_4lL5zPXc(P#(V;L;R994vSla&7!CYp-vcrf9*~1)m7iWV)nJ4Xb-zD+Na(t z^F5(n0BP`_e)*SxK0O014?PecetC!gIMmb7Ea1GY1OOJ`9KYv6iX7jvMEO7>Z(G}V z{*Zfk%6J0NswxInT*ugViAkC|j7U zoGrYd9U+e%*(QH?e%lG>Q9Yi)sr>NoFuR;b)*+5D487L#jbFZ%!?>p)pWB4r2vybQeC zYM(%Sl89sCq)QdtT(zLG(LcmbUpgO5?-bg$Lfx|NiF-Mi`#zyxb<YFl;WdT8#&&5*A6(VPEYrvlLG{<>_on)XHL7MPMFsn8G`s z7fRz_3eA2j2u)7y^gZU~;xOErNR{x)JvDRZmAQARFbpyBXC9p@*1h8YuSZ1ue|khH z*MMH@|EYs9EdzN5ulGF1j$40nF-abezSGq8#NAD7PMDA^)*G#dPUELmek`OxU-+&gI%t{3?~zdXP|`sE zv{Ij>?ed)o$7Uh^0l^4^M1R@h65qjM{VC9N@7tmK9BQ5w1bxvSQ+lxJ@YWXSN8NO9 ze;j@bVmkdY+n>qJ`x68DyY>glu|HljAT#KWX?ndnqo5X|eOCh>bMJuz0k13hx(!D8 zm<$DOqT4@gOydfK;RcUFI4PYsZ|{mqN2*bXxOxk8!kaxrjo)9=!bB;SJlv0CUuuot z=+R*`63M0GUlBI2$_DP+RH2vP$RaL}ox~ql<>{&;H_0RLsTUp#z$T;F{MVIcEZFmE zwZBF$TlGw7Vw+5UrD*lZDsDGgl^3F+;Zu_TXdNuem_^u$r!n|6*^G7-waaPQ=`TJ> z>aVY(sehl%B|-Q@GW9mTYV^BjAA=4>Lo|zMKp4_eH4P=NehvMVHBa_y0z4g-!r6D4 zDXFs1aA#kEd?h?O^<`q6&K`oGwe$PE8i+6d*8ud}1E7olFn;|naA8CRCcOt9{FeP1 z-*b9H6iZA0Wc3i4DBYp|4V0N*KEEb4pny;4%nOV0hwH{;ur3SAMi1#jT^ooUUD{I+ z$(Wh`>l+?#DxH}JO5C?LHKRur>}M4XQ`x0R<+D&eI@2cXHQWIKZ-H{RNvY13?B;9GKMOx$xI4Tsi_s6QTGOsYB zlS>{CAi`~h=Z)m&NwmVLu|0I?9`93g7@$xM+{YAN$i*~21DCk$g>PIy&Si#h)wIi7 zS9k0Jvhor5M^A&l0|*wfo)A3YDF%)#v|j^Z72I%s7+&!TuR5Y4OPeUhVL`Dgz*045 zoN!PVuE8;>$K5E6#$_l{yUbXf3OvdZrB^zxw@aNCOAURcu!aq$>A`Pw@zfl-=9Y~t zkvP(3?Kc^h0C$^}5t*9m3p|4fxM+68g$rQ&Vf&6k@SZjrrXsCbgNt!TY9D^u(S=^V=_~G6{hDBu@9os1L*;VPs9tbC389&^pK73H& z{1(YZp$#t4irKpP)$iv%BeBu^sE8cpUFxy|ZacoVIP$K_^ueWJWFpNd|}3n@)b zm!}(5&?&?KW2e?~kX~)veUkPY5+_*StWBaOnxmo(bFoF!&$6)`)jRqQ&xYCRa(A6^ zSRiZd9n?U==bAcA>V}Y5_SOABW^E&LlHbjO@Z9>t-szpmLw>A;!{0kciRB*=LcvO9 zmaYx(!r?%a_-0bLbBlj@OsP`o64n(Nw*RL6lVI%QOfr~PT1(CGV=1g#z%}yyW`NJT zIZ1}G^Cf|kH;xvnZifFrA0=E*&Zo!=Z<>Rw?oF$SuK39%g;Oz~0xjZg3zPNAx^4b} z?t#U~r@mI_!`!}s*x{{SNXHPY@pQ(Fs?&Y}+eV0w+h&ANND?NAP zz78S=gW?%_w8S|$<^E-<(NpD8A;`WOZYN^xkND+~vicf)E_m5568QH1{bTu`8^1jU zFpSWiSGF zg;!6Grmk;7V>jDnV(jwfd%lYA*?)t)<@xwY=aFx;y zjK|MHYLVZJ-m$p!U)1;Vknx**H`DXoGCsDRmz1qV<5_%C!;?6Nr1Wxa#*Pn3IsmOU zy=yrdX$+*oKGsT~9)4$zVhCAw&tnCEZ@W(5gaD3h6&_r~@)l&=@6+5V(P_VZsINRbk&V zp~U>%lQ^4#9?w8Q^&{c@3IZ1mmPUp`2k)zTsHBt(K&n}z3{RiFK7hh{f!KsQf$!);q~;OqaAwAcT; z=5kf@_P=6oIPlHy9_al9e$)Q9>GHRy=MwPuJ&_3|&yv7hq~fp4wR0wSDg6rJ8`&sc z^|u%cP5A#u);osB*@bPRZDTif(%80}G`4NqXw+$J+l_5ojcwbU*qQm#=l$Me?_=-3 z^Y@yy)^+lZ?FiBtlTD|$dHV(dYL|nhb8kaKAb$QuOze9XtL9rU(!?YD0@;t@{}RnF z)4;lMHs{+Zdm2wOmWHJuWB_ZNn$+Tx%-K`n9ITh(yg+^D)k*5D4Rt?ej~=+|^*(!; zh;7gnHc_Dz=~3md`blB6PHLW6=NSWE^yIU)k0_9GsvVVm^`xh10HV&<7C$`@i;j`? zVct-EWtOUOh_d$NTmEF{D22CXgOC1Hw#FeX{*BNxPj!=@A;|eW5dHi z6*#mv18s^tDG3C1q*051k)7!jtE!wvqi_0~OM3Mkl>wUG$2DS_%S=k0+85^%Yanuj z?3YFnLB*3ldlF>_;E2PV`oQiao<~O$!D&mN-Z`o=QH7;m*YbTi`!#+<6G|a%=2u>* zb!LW0+lhSohHVzjZRf}&!Oi$!ZhIgwM z)!vG;EDEYL3=XGrt2BShV011qeF(53cr({B_>4GDcWFLtv`hUb@P!G!eq>7Vl4YU$;hz{~Q+|SN)jXrH zvo+qIDQu?5;dqAoY>J-81F5`qf_8yfgJem0TFLAMD)H3u?8aG{W@hdY*tsTb0-~Mz z}L8#OMK$l8WpOTLA^k z;B`EeuD|zHl_(xuT^dPabCAC@HjBqU(GQo>W|j#t4*94grpfkH-z=d^2WlC(EdQBM zs!zo$|Mg?Qr_`^B`dVJjL27auyw;-{1htzGJC*e;wuPguPKZxrOFYf5w724O22OxNOA$~~aW&~Lo{ zX`s(4nX9j;z%QLAK`fTudfm0Q!YPDHL|rN}?@^W8oTo+7<{~_@1s3By|5Q&K=HbcV z#0%KgD0j~3^Avjg=)kozU8Edkt%j(zG26J5uX^X%p|p3FqXXb5lIZs}5{mBTDKd{6 zdlk@b`9A7z4N-V?+GJ%H^{$Ns>V9}{^J5&1e&;E1nQ#lygoB`y4d0n=8umvODrz@W zo)!uVCl$9(==pju$)Pw5Yr;BAeopHVe$J`nIn;!2G01#-rk+J@0-6SgbiRg%Tk9-| zSHeoG)`=z|iZT8frp_I1Eg>c22|$AyHw~AKODOmfo=Jf-g27`!$pZ%qD=#|FmUU*} zed)58ez^#0%ph`NcWAjX*HtB+T6*Q%+^j#%CQZU6&*azrCOcMN?aHV@#gzTc5p{wH z0zlTFb)%(7ro3PkX?|y1Efq9V6w9J!Tsx#fSQTK5WWCkymaujmk1O+2JWX7t@lQgj z@X$EL(#xgY@&e4UzA$mvU3>gt)(d~ascrHaEt9#mxFEEzY1dB_ z-370%>c)=tMi73^G=u#bn6+4mV}MDLs&%1J?dQ^0w6#}q+>B%QzM1MrdgBmK9pOwd zd{2p0c@rTgK>#f6z(K?4ZY~o$OEPB6JLA*wA%Q;IKBfyBHdDoQrYSfQw2bMv1ndni zNstLVo*+z`tk?kfQQ6>j`qj-Z1Dj!UD`Ugm${ezlJXeB1%H}k-mYfn7!l!%x zF&+~``J`yoZ&VrZKf{XQF?M#+tDBS;(jE;5a^ZSmo~PTkimI-tx~K%GH*9m!8olAA+JbicB{27THS z8}UFb{XaJ$j03jY{=>({I$AIn%{?iW=!wa}(c;16E9ks-AuY*kQ70<6C=T@SVVVY@Ls1FhfShiGZL%G;cSqaFMs`1x&n49Jg{RTb19En6 z_w;5}ay9304_|S@9pqpJfqfBFMES~cR_q~L-*fT1Bk|TS-nObC6$xB?R`q`5Z{0%J zr1}a(J@rbJxq3}M~aWgt1e%)$!^Qwdh^3S5xB@1^X}dFml?GX8|h5 zkCiN~Nypju@WX5l3;pfY$=^iQuv_5*>khe8GFQgsWuUnK%};0)uyqU${tdn&cKn3+ zF~%*c+pWJI>)`sAlbfx(oUU!iVZDqY?5@y|GbRfuN-Tx@15#ysC2xOB*CbM1E8Iwj zi=Sy6RXiybT|`H`KO&X&IpjnMGfCBhF0y{KJ?hyfa<*6fG$fNH7aKy393YgA8@|{m zaZ-#$$DY8^CX%<0+U1xy*D1hYx<}!vR$oCwHW`a_jpEwBwukrHkx}E*j=d^6`U%v& z-hQxzT*$0lk9fZD>Q;W(vdS=WP$XUrw%Q;wcQ1`tt4c6Sl;~~%DN_aHIN}#!0>G0Lw&BFQhU{js;=~`@;3B|xn&5`yhP8U9Lj3lbJu&5X|ZYo;v zMzupaO4Ud7(1j^Hf?u1&CbVat6cM{Ho$IgL6tOgMb)BXhpNp72wG0BG1-A*7r$B8? zJzhT>=J&XKWVFpdn?q?ax0)zdsFw|8YFzglMM5#%rP1KZZVlh;XI)y~^!(uCUn?q( zaw#@)+(fMj7QqkEhLGjuu?sT3O?X>B=U0ZQ>JMH7NX0f{;44NuTWz{)f+!~(a2$a@ z0WJ5o?q>pAcWQstBEXeTPKYnVKW7*llC~~Mu@hdkrPi%1W+PQo5 z9j^c0Yf2**4O?140(->+r&bJG0m8wOTdk*WjN7f7IvtXefhKN#k{xmsDaVN%yepUJ zarQF`ZHRn*{_IuBk9B+w;l23!(1Nvtxk=!qAPOkz{yq~OiEvNv3(%V4Gi?E{I?bWy zl74u;%w)<_>Q>#QV~kXI2s@rSO8fBe@&-Y}%Kc3il6Y$ok5{Ps?LE3yrzK1G1K_f$ z^Yf$WM<0nOciln%Zf*Z4b(i^ zg%U)~L*#wVSh$sWu`2Z7PLy6E+)f>~*WbSdnGx@9ww?~db)KShk<%AlS?Nrn4pMI* z2m#=}{@?R!`0p0}4H_~S|BwLoxNf!p!37Ww^s%e;vr600O{Qm#yuOE&NM43>A<2JPNAVJs0@JwTfEEECmHOXWoob~HTrV(p*W3I z5BQaAooj!Fe5l^EcA5FSez}RflWyV9Em?cQx^=Xm9O@N8<;@*`65nzSgt!=|>T~K$ z#N^X_!WnB_e<{_ThrtCNuZD49hTwM0a|4KM^j_H(*#Ueffp|dOY22bzFCt#A8^<6D zRy-SA{n6hK{Ikk*>?%%2r2zsDrFsz7AYrIe;&I~=cQjG&o>B|BZz?w*a7;C>fsDOs^Wua594W?)5G+UQ^u-D zYZ&9HVyq0xii~_eVTLN{{Vrr)UY({KTL};<@O~XVD8ZP2svQ*AmtClJRS*p1Ut~CU z`{Yt}y!heHB^;*G@$h1h3EBE9&mz9z9GbD2x4dlcQ=Tp6NE zkTKX)HY;~=B`b5UiM|=@$}H88o)qs^`MceJZQHC1f0GFN37)X0F}OvA1h=uAkA0nS za2++O$$oc7DGC{I2>2^Gg|7Sa$@$lkL~7<2rmGhbEKp|zK>>+#%&^Z50UUK~);KSE zUvG+5fErehF2B+X0qTVRKMoKQ#CDptL)%qFG zHx6@IqUsjq)|oadGNPhP>{k+pXc5|6E`zDK$Gjw2BG;r$b|oh3}jd@aEyxYSU`1j8S9+AGy17BvMRkpTyEWCE}zy zZ_YvaCk&nSvW5qV!fh#yd~LT%o91f~#{CcmuTWl3jZQio)-DbjtF~^7*Hz7LoEYG< zB1$BR`IzHzZk**x68%Hn=?2#3~oaP%*tooZ3b*COEv7?)1w$6iKV z3g2iVWJ}QiZCeGUbNtOV%34d42NvGAOz6TJdw0>YqgVS4S~eTtgqCTOtvgpnvC_pZ zU-=Q4Jv2Yuj|C~K>LAM#ZJ}z%Be!L8&WjS3S)>Z5k0!QDDoZS_E?g?On@d<)O>DH+ zryhlebF1ffFqjOC^!bD4PXzx`1mTZ^fe{8`K|xSrpB}S#!JnTU4Buf60fr#3%{$l} zq@%hW^K5|l6Xny9P|pis^blOjmcL~OYJM8I*)r%(pzQU0a_%Bc3rV|?-7Y_euT>;K z-u>;4#mYj{S{^x!Ts}IvKBahA!>BF{L)12w5^Gm(Dgl!w%|CL{bUB*MWc!q-c5A}v zH0J+QZ;B8?smbNb#6RO$BF~~UVHiEHOW5cDu|Qi;o)|iv1kE)(Bv9K|{l#n6SZvT7OL@NF-&0OG1Vm+tRm3`yEMVnj;BoXUEqJ&UZ6u}Qn?|NtB zwx(7B-Ta;F-de_O5%DIoR-?yJbT80qSASb}1QW-bHvwI?mp@&!8-1O!74Ei2=a!vxXQ%Y5$h=d2iPz_ASf7B0)@5KugN-~q)1ok zd!hN&;xk!jSAIy4B?oJmB&l~1B}vv(Hk)ankJ}2W!vgEKitCB|%L8dvm2i}3psDlj z;YSc@YIj~RU(WQSr>XJ#D|Yx}g3|>}N@r1HLs&D+QoO1__<=2@>wT4VrG&Xe@e3i8 z12q?rdkO}UZ`rgfayaD@IrS0jE5vFc+;Jt8`09$2lG8H0`IdXVY1QvrVE$FFzXf{3qaL_aPcQ!NCH|Cq2e2zadMs`_QhD1Fej z_UoWdML`vTz8Xtgmkj(r?D>&R{0k8IZ;;P9AB)i5RxNnu#$pT*@#`%z1pDd*)v5$8 z6bpD=?rB$u9#jvx1HY0KRW4kQ<;T)REn- z=YT}n2Y8~TOCA(Gr5ARznXKZeB4d&=m5?X+Y*T~h8#}68Nb&PGZgcCkvIaYy1lDC1-r=a)j!2y zEL~=kO6+~8E??p-8%P8kfl4n}+e zhCC}g0f7K$|% z;4}=&*lWalP=P~*d>5elI!dPp&AQ!30Qur>ZPAHSRl zTmp%HbU?+t1QwtUfYHu$5ANQOgg?D-9f{h*PHt}y^*4IplWu=1XPoGKL0jiY^6rn= zCPxy3^-%8&814#0>?|FuK}h&?0HIZk_8#pA zqN@|IBuP7)JdbB-LlI?U5Ot}q!DBvPp*y+EP-Ua1#xvndp_Op&K_(OFgQy9`VvO*l z20@q^R(1iwk28!ji~)y&VyuiLnkr=UIOf+)NqmN1Oh&Uf458_?gvDetx@@-RJ)zRj z7fd)ur!CPEillSbdOM!=ElzQxtVUR zhF%b)y@uJrtYL?W?+&9^RrD#OF+C8|d2jIK=^f(P;T!l};2j1O0)`9(F@hPOdw}dO zAJ-|w*$4Fe0GbA8V893W_e`7$_In1Wq=AdOOh9Xg#be-DkXGW)%DziTQJJqd)=Gai zZ{d5P3f6rFcnc};mDuO~&#Cp2Qn)(?I!2Ga%g0lwFTlSE`^pAV2?tD&d5X`3v&opr zJ(gI^sIqIh&}4t&8kKKUT=AQYnXOg*TxcWl*^5)HB4_1--1Xd-h=1C?`y>zvyhuR5jcXBr@wFiC z7s(A^f0(*RQt@+~I0ay)!kjO-X-SGCRTxLh(lhBHsT#TIa5E*ed4-o_b+;hkYfG-5Yu8te0QwXO>j_2rI4`$+e`@^Q`!$if&!*&G-pw%*<_Ht4>0lJb6$nD8Qlb`rp< zH-2Vx90-e65u#t|9tWb|gJ7&qF}E2)R03`EX$lOHS*64UX14C>R>gw4J3} z7;Z&zuPCW9g>6gJ1=xCBP2pEwDAc6x6sa1J^BW9WU%NYw?G88fuRUN=fi|MHVBh_20crgW87Er8bXnk&T|HwT zN0kAy@8E_Zg0O?hT&vm=_g?3)>qE|z8{^e@W4I~JS2*F4^92Ds=)SRnUb_g)GgNVn zlS%3WWLHL*@>=L7hO?4mH9d+LI}_A5M+K1_{<;{#!=5>+5kJ+;YWCWhd1iJLk@R+bVOa`c9pZ3u7?17Hbts`eaKMF%i^_R6bGC#LJ z+255_7{vAI1f~Z^{*kKWd6|T}UZq%T6I%+ia0JGXYi8+jJ7E~pY?of>pspSr1rpt5 z94Ilbb^vga`E_0R@sr9Q3i`GGJV<_S0b~C6R*wJgTM0Cn1mu5ISG9tVnA&>)qEgWk z$6H=@9;9DnU3oevibXvCMnW)^Y=ql(QfkHuC|mUkX!%8_P$*@!DvMPss-DCxokzg`B_Nd^}ZF#- zrtkhhv-W_5n)?S-lyux_LXuCOtzSB|RG`u!;xc^UDmB)aC<@=;9@R3Xqv>dUjFY{$ zM`^)X()@4R)Mq3YB$*C!$z{F<+OJ}XDtHm{9%n^Rh{vLDtmo4aU-sh7&egR!G^bw^ z|73YAWgM21+ySS~M4PMN2;3fXamc)}?14OK?!!7JY8{lP9`KW-R8eKtA_{U4kpIir z4g(_mK7-#yK=qM*F^c<%LWv+2czJmr(cZ zyF8qd(c@M_jxk+O9*w~1g{cg$U?UU+)DJvp4m?Nx?C+6m%S~)Pso!(WZT>p`{NFTCw`KlKlba~&$3YI zAwkYqrtBx1vUjNP^t{j~U$4@JqtAV7z0KZ4!|ZHLGx?q5=bZ$`)y_D+YB?VMu57P< zfyg-H$vUIPoSOQ)8#MZSxl2B8g?5~KfI6g=Z)wypn7%1N3rvy4w1Wz1h~t5pEdj;< zF#Xc>D4oD5;kNWXu=O_rT6)h@ayE1yAN#2@Ot3T=zp{?YXF-J|9Op zrL|M$`XMCleQr`;0{2xNC4A{ztm%qV#~ON246QXk61dIp1^EO7i~tOk{(yHRo`En2 z-9gV_-|GOJeUvA-&o_K_Ac&i-o)?sHaL*ff=>!{#C?PNM-12ccwG>2doJ;r<*8U0rHW7NcZXSHa{nc7XF>Pu2 z=JH(wN!x78TapcQQxH`qg6yb$nv7x=H7Rl$?Dty|i}ZeeAEr(q!Ok5Q;j!AqE6-f8 zDjvF*VhrnQ2=T4>oTVK_O)x28YyF#$z08#Wow;+^I3bUxm^bVQxP?2f%^R^Hhx1y1 z!$QJ6qgUUGt!k%7N}2}hVsB6ZSMGFTgW#H9prO7>PVnUwreSr&#vFfnUJuLY7?}!u zbOOCpydU^PvQiM@+V?~S!4pFeh@bvpll5k&@FCD3O-y!0Oy=OQG~TbEZN=#r@Ql}9 z9v&cz#Y)`iOin_o1ey(y)g+tJC`ak?!&!4Sar*0sjK;=vBSZ1%a{6o-0h}CKbJ#SaC+9e0>N2Pb^luW{sGz zk8X|s&?UpVv!hVLWO)rqn-Qa-!M~04xTQ$ua=PHyRHPW8l zwYq=4h-LsOy2D0RW>)JrZ0&Jtxb0ypn?a{N`<1Qt`TMgC z?-OEdId*_qJrt$vxaM$N_?UmzH7s)a@@p?mJVYB88RQPAw-} ztQY=1P%n}*4v^MfFc@p^51hM=uQPH`&c0@a3+=l5?v+G#Eu6*WnUam3xIEreZ2UT+ z#HG9+(W%mH80zoWV}3eMcl5jfg<;{Zdn1rpDC1vKarjtApY3RMe`n2k8m=+fAD z>>4o&PDr5^O2b3xY^^Ql;)n{bog*J}L3))YMFsnUrt22n( z$fcGSGiqS*e35q4y*5t>zog|a&>|{hFG;7CrRTpxAsNGmR+5D&jrLmTX@=Zf=I$db zbB&-3)g2XtEVjBK;t|-ISF+RF-rD$?9Xfl~v{}g&sN2{6Z0!b?e zm`p;)0ISltGWCKpvP=Jhu#Iu%bXYcOu{L;@185fYFyb&XRJ0si6`_REhUmW4X@LTT zg>hox-4W4I%;>5G$%d>U>cSY8ZmPUlQ96MW=S`;5w2Z}yrDmeEU;`!eVI|!%Hjx;f zEA`SYxuWv^XIL@0x?VWXAzND$b8I6D$_Q^b&y6Iw_#Ab<<=0?lw?}`s2!>$92Yg)9 zsy)v_J5@p~s>Psv_0`q0`45QlpJM$33 zc2Eo)8`RETvdz21B&+Pc5m%jig3P`sWAKsU)k ziVn+l$D2URvVR|I*az9au#~t-3t_h8O#1e3`F<-^&OF>~ zkO{V{(Ef=RY+*@_2B3xq=qQL~{TR(DFe8Vy5a5Tt{8c*qu!jeQGKVA29;@88w+(sU zOBia80?w5#EN*n<1sTRjv74e5kIlZUNPoy)Zrp(n8WB;Y_9N=i0ZSvWG=yAA#-}Qm zui|k~>&5R#qysD*Ml^eXGd41fcnN)XA02sj%4;#|r_B+^_sxAxkQp$RV>-0Yf_i)G zJ{I}_ntN}L0XJL5fCMlWSo@6@z6aRw{Qtw6;0v4Y+c8U@zJ7X9I|SqcvcP_CQ#4uN zp%36Wv}?f+es)oP$R#hPLQFKlD^M!l%Y(JkTUN;)LN$xDH`?synmHJVQZvKdpReCP z3nKe$Ds7t45ceo?7PbBPbXFpMeWiG%BnIobc38HkQ2vIosVl!^w_%tD*sGNsAs z87Pxt#;+!AfDCavvDB~357tfn-dC{at?2*ikbOT*8n^}LtlE@|T@T<7Z$S9zRNrS} z60&}{Q@+xP!q2#TzCBr5mtK@anDi$a)55?h?hQI=A5&dO|8GJ)mo^ooYjY{kG7woy zJ*rA&7qnpg{L-w)Vgt)ybev{`88q1znL<3qx*-@|oKO&cX*eUb$(q-Kv)D&@T>k5V z-aAoyGFI9rj@?09!rjf%hE#}L&51`olUrq9Tl|&vIhcJ}no$PfVyEOQ!5{UKdS}?# z*Gx(!UQ-!2`dxji09?og<0e7~`vX~Sq@X>D=+$6Lhe5!2kNK0pf&~`qXe!Wm?k6t8?dyn`quHjRSY$0!|Y@LoMG0~=!3}}XaPwYYPUUum>=8{QI92zrKG+;9v ze@*?FLgKyr*%^apvEVgtPOK%6_LQQ*(oiE+eYAUm&rRM@=xrbgI>7?=Ov*mN_+=Yp z7F(@UL!M?f8~#22#htC}YQaJGS5cgU=L9sC1K?OtboZ^B5m0MUNY;;FJ?Y&4IB!Y@ zpQ7`Xo?8i%0?yI`6*22Gn_k%Ic!UgUGK<-FV~t^!$G7U)f~H#dpdyssLN?x%9`Tk7 zVGTCbl}BMpSnNZ722MTygl*=_FKR=O5=bH@eihdftHJuP2n}9;Nt$&2HoZ6py);R( zybSy}CX#XRbic>eF}4X?~!NiEL|ziD6GeX?RNhKpVn0< zO&dm-e{qcM@}(rE^T=|iT0`3CMB~yj=wbZ4SjxAG(--dUUw_ftW6qNT>_5mU^iFld z1VYFB^xxKVPk1ZDDP#qH^g%2pB3v2hNx4lj=J$!j*ttn=_SG&OmYA1 z=R=KM{-$+ldXI>bTOkAlze+%f{-&Qp@{#@u2kO^|Fn#jsvtW82OB-@rRIL9R;z55p z%gSA*2ivEO7(}%1!Yt-i8z0n!1*a!>D$;L>dum$!tx=tZ+a?$>j5HUj@7JjcF00o2 z1GSLAIXdn5H!pTI?Zd;UFR6BwohJcbZ{KK;Y3UW@3uHR|knZQ%mNb_%@0(SP@RX8} z)wI{0y5fen4&aZ%x5W}OI-~7eqC?R(2YweoMo3?E%C32U7~K6~$y^WD5Gz=UA4mK` z)Hfv!lDPZFb&xJ+L3jZ%VFeZnKVbhGAo0O}LN(4b)4{*%_v{Jf2?W#u_)Xll-?MYeCIX(SSzU2^{jgtXEr8U0h~dOD@j7NDv2aw819j)bS}19=5*_BN z{l|?FGUn|0d#zqQF}X^WtzKQqz5eH|UQL%zIv1Zc&}!u|66o5j%z5EAH1zm5ZWR|3d3;*a`ppy2zuqBQQA-ziZA7X#sY=D1U}0 zmcEf`@teS62|{%>O%!Ir9yzx#Z7B^{tE6RV`G#D?d^~HPYe5i6QDhU=At*4K%GT!L zSyJPMIQn&|OLGFVR)Hk0$dGINVBIGLIP#rjC3qwPav-uRPr4w&oO73jz?EArjo3bA z*506=CTh-Dk*ia@$%+=6Qa^gROJyIk`S+u7hbHi6^7Bq5RzO`rjLSF7>W9LC{5wR^ zW+2^d-s8^X5DC}b%TLQobUMA^o=MdRtfVZD9>geB!Yyo2A23Mx?H4rh$BY1TfbXE! zp=aRGem4}<2QT}6zboYQ=~wZ@$M5)>A5`oI9}Ct7cV~g2{|TEghu}GGFvN#UqyqNn ziLzBDmM&u=kI@;2NrX6{mW+j8@y^YL#mcPV9NU0aFQB%Qr8?XE%Sw!?pe!-D`65h8 z5MPoEfd#a}Ito|SxmQ&B#3oGURi~sW{?IO~<)xebkU#!eBd3SiE3;mMKz3G5W|&Z# ze4TytRiooHC5kzDc!pFIPj~nF!Wn&XH7d#1Hzx9A!ebzWFR5$6kxOZOF;jfId}SBf z3yA}*9C>X`5D8d1=HOn|qJRNxnQHT>gzseP5}B%IMqIn&^NdlU%R~v0HNBGBe$#lL z+B?KAfQJ7zDAViQec>$rTl4BmIsam{3&9vkrgR5RRc6&>gNJOGT>N+nQ}|Xz7~Rka(Vm~o zHnN*e!Cm!`-C(t#ktFV#u%X6icF$amO@D*3iIsU{TcK(y?>DbUk z{9I{du-)7*I+>TyuA6qKMblRZh;@0ah30Kd4x8X7&EK7{Tf;jqws%ZAW0Zjn$IxV zc^ILa$F~m8g|8CCXc>@k2sC|+c=F>f7AcYx`mpALqIc>zo%`g@Mm|1m5npd8XFKA@ zvHhz_d3at#1BYdIJ#Pv(o%ng%DkC?R2cA>~nUzkB_J=LJ(H+(S105y8NZg`fgL~Dl zxXpcEpw{zv*m^Ey=^&<1LvAG>3mHtdMyHii-9A0(&gR(2u7HJxb>Z-0m-Xo`9anW7 zJDw9LJDZu|h1%D&I1bd|(dZI!vKFjrnE*j+J0KW*2i66J11J?IMfg;Y*)Dj%htH{S z0vluGF$YIS*E-L`$NA~E!&f$6WnFW#A}$5ToG|WYXg%9TvM)sZsTT^3{1;2x>1jF< zyd~oHXCu?_Y)VwK#akrZyL~frU2vt@)CdKX=lhBN8U&l=^I~0lN2v&=8=%Yk<8V={ zZ8;AyGTmrv9Ir%_NpTV3{T*M4a%qhR)FL_z%scmI9oylHFBu}@@cAw5539d%P@d4DyVr4Ny#$(=_9c(=+%01e8B8=~E-$=jAh~oLm*TyB%Tdua z3eeI!BDfcJrTtHx&qK__oL=re7nKF4^R_5ES9fOg4|~ViurR+qC8n8hRjT560njeA zD^n{BL_l$@EhE(U_U$oI6?p7Sm%V?nhfoGi1#t(ysV1wT5S~$u+5D9JX7EM%5aDby zGFmu5=B^28fX0p~WsF4Q zR_#LW#u)FEU9jp%`TcgcCDWy$WzMV8np@)O{I79?rU~;}Al6?iYq7+U#UE06O4<*N zx{c9sqfh~7wdewyG*^MwUt0Fg0}#WFE8S4TV7sjPBYBFor7|M$n>@=XJdOiygnoAW zw<;1>?*<~cYuk4@+^hzA&dasUXNgiug*;5Iba%@{B~A|Eb#(T33OuxwxV4JE?IHN8 z1O$iiHHQF8k;rvswx zQmxzr_|^56`T<2hbFd5Th+~ZIn*vNxcw0(;`T@UXQ@flLv5N3hkG)(V^W?N@oE_o$ zZx6voBf%e_%U^!uc3Q;nSHMh3J2(Rd}CFBn4 zX$LP&V-#r~z)`W>xiw2}Fnaoq^h3DaSPWCBtBxx7@_o9-@U5tsD`o^=r7KW_t4nZI zsH&+ej-#ivXHpVl*_g$VTx>!PcioEtYim_9l=eG`h2xh8t#}%3qgLl#a`_Wo<)Qd? zU(qgPJx$;)-&=>caPOV`Lu!;OJ(NZC>W$yeKYY4m`CGGD5ydElk&7nyVw)MxiuBCe zf#tjQ$>l=A+&{UXmHMkp?kabN)8Fmy2TAa!V)QR#gqb*=JBvQ*=j7OAH|~J72A+9Z ztId3iS=ZlqYgPI$ACVvp#`-T00O9FavnR`vktm z`?UF`d-M(EP6)(%EA(OKi+Y<{Dmr%oEgdN=JQ6bs<5;c#da!KQq zCTX6f`qDd$QyEC9AUF~j596+-5-PEb_k;8`wY*h!yr8$V)4iW28zu2LyW!xJ_f)E; zWdCl3*mY%irS}F#7zlfFL)Qx7-7Fej^0Y2m9}*Enm|Hfdtq{c{6@%-ZzTJ4iKkp&2 zq1Iw-&W$Eil?}koY*Xw2v%tRgQqAlmHDWYoTItr8s_5ah+XN^OXIkZCr+bkV+V_K& zOC~Fxc3Nm(0unZXOGvjDSw68q!4K?hQmN++1uI}*b52@{6LV>H`t?`@s+co+IVJSr zyf+M21}pt)@gQ|NL6qcD)2&I<%tp>Lm)WeyC?FntJ+kC8B}pW7E4xb5n|4$SJ1lMX z+?1A?COT$mLUH3xYn=W*g^pkit-og#9s|)vAKkiKE1Q)vPe=MT`8v1V9J4hFpkK3q z?7_L|EoMpXFx_2NsMPXuHVs-oi032Z+Wc$Tw#3df;j;4H}c`Ipe z+)ZI4Xs$wc`h~Elg`$hDoBi0? z?y!WH2R4>V=B}e+jHqc5zymIg?wE{aRwWlvoC8fWmkK#h^Xz;U|H{?@ zi+)5g1dD-`0{6OeaMzxMe0z!?ZHy#0SG4#|{&-OTgg2sj1Ql`5BF?RbD}@W^dFqrC zsoJx+a4Jb$tped$)?3aFrVD5JCe#u@8bRZ>o_9*I0+hGp!sO-rU9FY%eg>V2f6H>% zGOj90GJ$ma*`ZvVj1v^4p*(c;9h>CiD2ipByZLTl_h&xaWe zN{yemWv1AjQN{T{?b+GFrrPr>ckyOo%v_^{+k*(&Q}}|`NUR&>_{;C_ zppWj{m=7lQ=>HmONxy&(K_6Fg@jQSH@b;2dc>M|#74DlW8N3!e^#=|Qa z5y$;zR6Jr<|T^3VBzXfWtb{ePc5TeY*)c#pY)-X397?a z;R>OwZ(q8FGYY67<@yLP>Zx&xp$f3k=QFq%W!s)lG zw2?xxu_XOGV>Trr&ojsG%P`hxk-K_$lSPcZ;{NlUo^WX*@)fC3D?W>y&U*m_#53oiBW_1o^Ri)@qmd9 z9FiYeXNQ(JV`Gq=IKJ`%vmiEm2} zj1Y_sLjUK^15N?KqJD3WOncq6z-91N!Uot!PUrU%Dcod#$}Q#yWu^t(m;H%Gs-LM{ zu>$t3O&SKI{gT90rk>D3*}BKZ1!V_a5CMl2ZH|pTH4wEq6G<(|8M#ttF!oF6suk3* z1)OFdGPK5eP0P?{JkS2I>}XpJ_-{_MGKs_A!NvikYE?V;S~t$Qwn#+bF^Xe4q%?D9 zZp%t*md)BoA&;f?QENq0NS?mO=&VZxvo%42>s5E;ek@$AVlA?+ThdKi6&PG`P9IgA zOx^hC#guKQJcg~RDekq54E)6US!g3N5@^~s%?E1*(XSTe1C8}L-TcY#d!-m9xNuX$ zY)Ii^!_x*oeN4h+J)dr&oK5NKb)2)yp`{XM-?pJ^(@31^PQw{3!rHN@OQ^cbK6A-q z#1~jc=S|!`wh(QN^5{;z>EvPfm<0cI>UVoH76YXr#o@28;^bu_osknQJTwy_=i+^!dZ={`MGiMf~LO z5madT{`E`dTlW9gSE~;GkUGK2{~pkHnF;XThXC6A!TFVp8lg=OQgpbI91n`fcGf`R zn|*VYiZwrB0~W?2+suZ=86qbuQn0sbBDIoexZ22546;QZ_*CqEk?t@xkm0xN!Ezg4 zEhY(3)+rNa^>?79DAzs@Y9caOHg2d;GV&^a#H^Q4cT?7gh5OS{i^jP-+5>gUKJ&K;vBPYb0pklnN*PZ?;o&QL`XCUyko5cSM z;7I}JYKv*N8{h(hfc{_VZ;MmN473IoZ))4l-S`} zp>S_OaoD1M=4-Gn>PczJ=f&Krrm|=3`dYSDFhVMzmbuPaHs?j3Nv9m8H5EfLB*rVz zEC01r1B2nw)KZ0cVBn^fTAPYE*=shNRGay)632nEn@p2eV2ZKJTE$|GcK7+ad8Kuu z_bm6=6I{}aie|Q#l$#R1K-yrr6!PCd3j{UgnVW}SqRgn(c2*821@#)A#J-CGP6&@K z_EKu6Y~6kF&@S$N*c@8>QVw?Xvwj%9juL!3SH#=(W1i9UC2!w)ys`oucDZgM(GN&D$MEsXo_*x2uGCm{SNdnr%8PWWtj$Feb zh5O|TrH1BYp?Y=F((DEQe#;yy(^I=Paf#nC26@kasRktw`bQV*6HoyR2RZ|N0G;l+ zlkRI^3)te>>=|eBJ1nXvx2qq0Yp}wdk7_%|2{Z)p(1E4cS+3#{ zYhgL6;@zb~w6~cG5}5wr$(&BputfZQHgxwry4Y zHRoD;pNoC2b6FYh_#O_QD+Gu7ALqIlh<8kO`I>;x&q%LSO>R`-wVy&+dD)O+6fa;; zr{`vf7%SxuxZ7wkSWRAXZUQKmsoQ6*D^Pwn%5}1Rwtrk%fdvLv2gzo)dHZ%T>0X)i zB`nGdA*`ngN~3ZzF^ttwKY<6vv7bScD{U4pivNmdzer!!jU; z%KQ|1%U1Q#I+t5&9?|VneQFXtNCl?fw~BZ&)=p8lo-{&Gn=K6$>8p3PlCuI7PlnkX zVf>-(M1>ZyGn+5|02R55y4PCfdU%H6;pR)05SoBF)kTjXFkEJsZ7QEecL zN`DqhFPzFwKoI_azM=0-g#SplnJEHV{M*trZ$3VwBB*^-Rz4&l~j! z<2m{$ganHPKRG5cS4_W=;L<-qp;e3vsSdhaotUcHe|Ny;(7;aq#mGe*EzaDWQ4q|M zJsn12F-wmC4e4QTT-MMRE>3@>>wCvdP;Gg3mYdBv{Y$VUw$uc3S(Q=LEwr~)pVg*| z%S)Swb{xWE%MVuu_fIj_L01lfWqa?Vx53EqRS90AT9bkS3^LC9LTw7;bKZmZ&{-iy z0~(b&R9vk0*8rfST-nhC)MNmK&6pXT&r)=THbK^FCqw3^o!ggmM9k7(Ck}y{_;Jfh z%zF7y3i?D1JPJi6o*M=tM+qbJ{Ya&TT^;@zM($)9E-ERoE0Ixj5>uYJ_xP(p{18^h z$fCRuUFj_PY~o%uYm(${t6L4BlEi|*~W%^0K zGOjs9w=ld&Ev$!8_@4FZ8B`mkgnSjP1G`w)%Zsc^IFAzK8i6m)LEi5WuJ=y{ePb39zyHTxOYwjRgogUm0cc$y zzJz_b`TzF`{j)q@^o~IY6(Epx4?J<31f~N2d~Rddf7Hxa;e_rYA%kZc5To6LIUti9 zR)HmG9iCv3tZO`(V_BzBe&cc6gpnHOtOj?jzNkno<%TXCt5L=&E^%}+eb8z%Vz%EP zWoEVBE)&l=rhvtv#N0b$`XQFv!F2sIlG$RMY+Sovghh$5;TtE#840VUYDaa|PYffY zW`iu7#?SXnMQ9q%;*_3cyI0OWUfXED%87@d-K}`RPOu}iMF6XMZQFE7x_C6a+jGzN-mBZ`O7cU z6#oRRKW?mUmdAGM5a(&C_G@ZK8KTHdeG6E0^wwjW*Cx%6a$@fs{|@Z*|M0r;K!6O8 z1ng$}^kI9^jTcz=dfE--=@am}0%@Qi9M1UF;pc>qh(R_nxB-;&EgV1Dt4Tj&(FW&- z85Dea?evCEq!1&rSZn-LHVm0+jsWsF@c~Xx0V)2v5s7*#|3NY8<^XS`iLn~;D6V>_ z&7hL>o^YAL9-c7k7%Af$4O@BFf%Tikc!p7CLoWLzcWPH|p@mVbPv7L3(wkYR!Tqrj zrto-Pb(U6sU4!|bcK$AzAld3x)Q545K+cRPgM6+fo3^v+?@XFozNe!rwc~;F5f5fn zUdhzaIpDquGFt{y30J$WJFLyFc$m6^&xE`mQjyt9JP zAIe`HM;aWk5JZgE( z7x%;-4xBhHFU|zyuhl=c3KyFO5=5Yt7KAWDMtxe!LApIa+pPK}&}2Z6%_iHDza(Q@ z^B0A@!&|cTZ%{5G=*@erxN&vKwP5j|C%8IkWp+GlXrP)p`t*anDFC*5=j*rm#5F8v zRrR3eoq*^eQ-j!YKMEdCIlun9GR0p1RX{*Sw4{J+jPy03m3U^7rD3hpM=JLk)5-EBh{K?9_y2) z#lx*qb+m5mQ!Q1lM9kiN723?tC{m3sj?i65vQ9P1fpj>FDKnB5EK#WE5^Yh0Z|UTD zS?_8kIOWb33MANYyL7*j#!7;>>DYGKPo53!VI9r4iaUOyuT)^a@h@_66iaq1x7=*R zF+K1PNZAPBD#=UxIVQRm>05MTwen*x!tCG`@}CbW(0>KkKa3OTjgI(o4V;bwnlem& zngAMJ)x6byyDebtqlM-au*Et$h5H6gl^`g>;(oSA%LE$N{%%$sL*fA! z#L&uc7-E!DBvT><9lOSNhEqj%Kl$4l86Y0E?CfqZsngXf$E>T~D1D(6?Z~_hH?Ha? zYe7&omV91!q?H)XuLC{ZWLbC`>GB~eUu;1^ZR3>$>ZxlBIiZ&w*LGb|ij32fbgI9v z%=_d&1#UNT4ic^8T(-P1@1uxOW3=8XhmFmTz^fC$;a4CnfK_M>w|J8GzoK|b{UPSH ziVZk1m@aHwf=iSR_+bf@T@phno1CMQ8&C=Is&%)?CJ`&b35n7Q1f{8mc!v(K z=vjPuC8V28&SM_09{yzGe$tinlmo5Z(JI>?!^7bEfW)j4p%7D!=1{3*m{;lIc6$CE zC{O@OwOsfCK=wbuPrJAZpzke<8~Q_H#*NdOsEc1=+TNec!EbZEy|3zoyBy{|Kt4$o0& zNYk+l$~hO6-!P1NXLj|o-66@6R7l{5fhj?#_&bCrZD_$c40q6QHlOF)V;r$QDgg|4 z^$iI$V<|Z0+Zun{MH$1yy&sP)VSj1?oJagV=Gaz>XF&?$o!*vageH~nOLSG`fYqCayx-vgQOZ(q!==L+gKjSKp3-p-=RonLfH~fTq zUSdoHWd5YX@m!d(6G7vALsAXRXFFXsQ}ZqUy+vH#I8$xhx;xH(<5&a%kNY6+`>o2N zqv_{IZPv7*Sqrk;2kFXW?ADFU5tz$Up)0kv2cXq=UAWy+7_3lyAFXf`HnU7K%sD-7 zkD^D0fM3gZ?1EAL)gi&mDn2?8%4#cUnC+UtY=#mVoCMXTAM5Ch9S~Kd8RWYnrmYgKe~&f&g{j7CEjAdEx}`}ig-m;f z$!D9FSloH8az!y~w$6Ed&=%RB^JR~4~h|TJ!}iSZ}+mzwmlOt0(W^|?GSFZbEbg92<_PzGrz_}+_;1R z7`R+43%d|B$8yaO6`={DG-xn3GnP7r5oa`|av%dHV=%nt3XTKoI<#=96I=1b;tS(2 zqBZ&J=nJHSNVx+mTwm*6A&hebGBT5mtEK-+Z33>0_$sBiQ4PJJeW08F%IEfX()#=F=)@76%wO4?twyk@`JM>&J^ z7k41i-YNy^v@@H#=u=a9Aqe0b$hPNrob{*he}x&p5cL~3m|n(W|_`^xSSuTElmwQWud4j@2H<~C8I}iutazJFPTy;^K9AZ z74l;VWFP62a=H-jhx&S+Aali-*!#KPKH?U*rMgeep7rsNS9$$?F469ECYu(A{jU#6 z0Quj-g~#olHXs`0hnwnW%NGzY{7EsBZzM+st=IP>;T@-MZDMeC@Z_eLr3h3Eu1;$oG4-V)wA;K(Ce=%~GEq+55{cC|pNz6%{4wCS!tim{Gg28)#k|Nlh;g6?g`MA5$@=`RK6as2 zw0bJEq>ktz4GJt6K`!r_B)WNU?Ju(LO|YWrM@o=nNZ2$?Ve?vWZ(NDWYj?#?q8CPQ@j7ifRn7Tv%17dKmcGHw{v`8l^CI=D!u{=t#DFD7xMG$ps%Cz1 zHXcqC)jH9>=yK*P?>Ce|uD~11H?@XuW`^K!j6j?dKOhuP;-l}w&LB>2hXQW&y7CqA z#19m0i3Qnnf$Oip8UU!rXvPPC@wxfRKo4~QY)A)Ufc~_7;Wrg=JXi1*Oz=eM2O|eP z{uA}V93EfyfN~Its}^E}B`Mx42Gf|QmO#d!HwsrH@TStU{&6umHO;a072uA|H zeWeH$If9MH>@ZTVad=1@63;aJ;aO2aXMZ3=PchEO(HkQLQ7y&boPoNd;HM!BJ&!D zVG%xLxXuLA%2C74X$mrf0Z?+1-+10uouuVp-nt59E_iEv>E=zm)0F{078jMfO(oDbV z4pN^EKhVM+_+vxs?0yxAPJ`iit}NE2QdzttnezHNGL2V_01!0Rdmp;OLf9ZV>1EiFSvF)xvu7qb=FMzEBoh~NAJ>Pc_tu#EdX`b$jc@^Rlt))Oku!O{GpTHYmfG+Mv zL{?0r5$i(2ycHmfx!&&3T8LafRCa%pmfLE#9f&?4!N>3&LF}g272iwBnDw+@xO-(Nx7bbiQG8>TztcKHsAm zzQrAi(P(T_|9W4TEsk0xM~E(lx+h2M<{Z4{b2gM%*jW6YcRTp;iF$w@0N_bPecwPQ6YTjZ?bkd1i}@_eG1;D$ z@g_taVGF$1+L`Hl#7RHUC7*(iXNvnCf9%;dPvAe}n7sw00|8LL$7fD|k`KP5BX>UG z5Qa-Ivpis;udA|!G`z4neyCg>FVSRZykSIe?FYPBpXmYgY}0_Vs2gs3A^wxaM}Em3 z81jCpQTEK6Ep=OgiLK~}<8$gfTdRm`fg2qbGXx&xU$!VZePl-bht2$$Hle0am`Nzw zW)W7g7(354n!_N|LsIwT?iq(Mfw>PEYC7^ck+zAwa$PTGjyjQHLpqH`oU4fw7$pp9 z6!o2!7lR5N>artJ>KTQ_?p3}XXr1je8#w|C(jb%7)ia*3)XY&D44_Ew4lFJAF0S+T z%>ddRI0jbP8iPn_t!%Sp`+^R_wP_Bsw#)(O$|UH}AP^U%@l{NUW(Om-gO{Wfpqrm$D;emxE`hgD=FiGPwa+%vc{c-Kruf4N$&~HU}_$d~r znf2vN{MKro{O&;z>z5?uRzZY9Lc zP_UsInD!!^`YJH&O8<-`DDH<*vl4=e3wpGV-2}jaGYwL%;}+h>%`%ZbIzrLqq3o(9 zsH~uzO3Ov1&JVZ66LTAxyw3ds&wkOk^d(K3%@Qu1vgNWH=7ls&f&QjccCnd-HsERVXa4DA2~$de@LM1sF=X^5MZf~s4tKVCIu6kj%yjy%D3>-xVT>{U9_0XO*C%!97=`W$?)Xst*T>xV?5H^vkG>-UQ+| zTy8_Vc8;U|?YK&oEzFljW05c1&o#5{$1i%DpDLvk$s|+u-~WPYb4Z$9szTnn?_o}q zQ9T(&e?28{MuT;j?+$e29VXQLe$ZAxYc{1-)+EN|{XyPasaf(vFqG6|QZFxS`y$Z5 zO1XmL3jtF9gUP0pD!A=66PxhQ^@nlA(^U4JA!m(bdE>O=!5}r-o}!Jp{A$%vb>8?w z3@C52H4|4_!#y*Zqz&63i>Y`i!J(;Bfc_s#;OhktyLUFd9t7%I@c-sr`=3vL@AK%Fv=ida|%<{p-=6CLcALiglI<-&U zl);}^!`bzml-xB6*F$O=YlL2YJ#4PW^6I$eArdve(vk(rj-5HxAvcFfF+{s2d^fX2 zr|q7PSd74PunK9L-fFN&{mD0fT;lH<<+pRS=ulKSZ&R-TPr)136W2o7xwbsprLQ(e@o$( z{DgX*bD(y58cutHdTN12kIz{^I^v)1R6iYL=M;M)#X$X!hqKdI?W|kvz`2;y!H4{pefqPEa zXU@}1x7Pj9{3h|O+3h`oPlu|96vBTu<(q}~T2!TI(#)BKKw6aAu(Ql9J`amca=#TF zZ)xs+QuvKZ)Pk2ZwYqxGx7ghYj!Hrg)ht!Xvx%Ok4ANPs<%vFlhCX;MVfuNIGIa{; z3{Vs8&|_z6@f5YbVJP+c5j+cZv96I%!r2`2LTn7x5nStAXrCKY{O=|9})=9Aj*Mr8aBpeU%&H&dghfeU+&S4aOIq{8HK7O7IBRG&`wwAh@OQl(2E;r zOIo&01kJ9kgIjKzm9Cp+VbbsiJEi!?wCK|sdm2}vcd_Qvy$zlp4fW&icE!BeM%h`4 zwjIKz{)aEGb2D$@YWMB>?V`*cHg_-WVpfM3x|ivyUFC568~7#l`D)h>FRI6Q^nji( zg9x43YHqL@$Hca&{Z5?tkO40xq4>*G9W&MWDMpZMW4EG4T(`tt>SOS1LyLmYJ~#=x z4Ae!Oz83UwNtahfoQ)*ilv$i!WxKDL<8$3&&*mMs_;d{wBRG zQ{ZtL#%mWPXepcMtp?LF2GWno3M0<*%|FJ_VXaiRx%8;sh(z+U%Fs9G#yoESL}&P^sd9!`8&C^P8@H z`@9DJvl^dc?za)o{9r!?fm#ReJ8BYNe9b`F7a$HN2yP-C0Jo=s0+)UfKYd@ZzCe8W z`Yh1<>bHCc{Lotk0y-Z3#K|}*8N54yCvDMP4{Erb@Qgc-*#Rwg-P2|g79hP0SY16>{AJBdW9?pU55*nHT{dEe*3v|^28?4|ue``X7dOH@7G zQ_R=o2u;dI8t6uNRCIDwQ^$O=d7_0Rjs;-GP#n~Cj^W&fB@ZQNel7fCBb`?VoH;D zbg>wAF)bC1YB5*%umWvZ=N26K>YQ>TH#++4xa0o`Qv5r$z0ZEf(|!}6j`C5z?ILHY z69wH5c(5T`U?KqkixUBoLgLedZLRm{_$mLR?eVy@R_UO~htOCecc(es+uBK_t zmPj=YXdUG*r;|4hDzn{W$0)B5oh+FS@5!ZIJFgWhnyTJUp~0hnKK08S+$1zvOGV}- z<<;38tPh&P3&QbL?^o20pzQDnufbwe(Tr?powCd9sIr)L%6v?Q3qemzdrKkrf!Jpe zv7436nmdjsDFLN@BnYal)<<25dt!-1W}ed>r^*S`x~}tg%Q@BZ#yFT|p(l3#kBc(- zionZqSE=0tCRwmj%S;vADwB-XL4yi9jIZmnG%X4eMby7lVsVtXO{EH-R43nZf6*8O zy%mk#>`bv2{3YsM@EUaEsf1N-wv);b*-Dwx-4ybBD56)c)+}r1ySRJE@Q!bGX^^-D zmERjqX*y#--Y%D1fvcw=H^`5u^e%P`jLta9GYGs|vk>Re}E(@|38_95?A=DN#<1WH{wK z8X-cbbol*_lAX3*PV@9roHHHio&?F1=&WwxoN)#5OGWsN+k-xiYyU@%6Z2wl!-G+% zKh2*9C<2wQK|7~iTQznvZ)`Rg6-T8N4HQ{AnxCBou`*5f`0)fWbv-O$$q##Oz`6^Z zySN49U|m1{+byMtEZ)-VcSb2jESthkv{U^gIspgenkX-KvnYBGONRHz!7W}m8Yg3t zF~EIei12hO-`cdbTd3tzkWWN+vAF#N0%~x*@#N#e((?Ouf=%Quq0%Xl@WK73Hj~+R9TW4L=Z9m+gP$!j znhIJLBumX=$cQ$07~4IGUdc@Pdbib%wxFWU&?LsJqa!lIWX1D@wUZgdY01xj^JxS} z|6y!FFEQ6YA{hYmu!?zxAO<*bHKxGR_fd*P;^lUd8*@gyiDJ*sB-dt<5z66j+&fy% z4$oakf;}7>aGQi>=?`;;c>QTW6{i&;>hV8zzb_UF9-kl|n<*i>sPidWAmGY_4vUacWM2pl7yUIR6Y8Q;loBd5dWbvdwnvbUu2^Phd8gP8NEu8+Ni>sbK zZ7Tz-486Nlg=N2;G2cVIf}0a8?j>`7)y?YXdX%l5i(7yGqeg;l$hc3sV&npV*{B3i zQe3Sj>!v!jS@Tf>jIg81xkkr50LRW#z26Q1TweB0eF4(px%E=*^ zd47p?I)8ZU^11OjXE=fxUOUlvV}$8q52dlLlpwd9+8h4~Q(vTNxCq&ZCgmbdmuz>- zt-{t_org`tt>`^RL#7H5i4d2A_b%&8o}e;IZJQT_{WZk=L`J~RMFmU ziW8xs@HdY&bFzL)nnjUjePnH5oI`hFh4WwbF@+<4f_z<+KORY$#OJdHgMwIS%v+8v z{HgybuEcej&rXy7qscR7!zzOYpUOX=ZcA*XXp>Oj%8l-BJAmVawAwS9k>*`rc zu52w;3MHhXK0zw|ZGdYZB4YQt0!(?0S^4r0sZW&7pM($(XZ{BWh`J+cEee0(HJz%|eu@%mlSbNz1s`&m{>wY1PvfmK@ZQ3u+2m zPFMPX=9K z2L=`o`3Y7NR>N2j$^bag&IxVmp2ibe>E9nYy8;S?z?@&e&xU`|=Q98W*aal~4V*3p zsscew-vyxhSs-QmTtSZ<`m%dBI7K8T2Cb?eqG#cpUiL@HsB6S=L*2TX6bRI-OsP$jT7K4!u9-HAPRrqwgZ<^K>^QYx z1ZnUxW$55ay4kubjBz?X{gZv!<%qwsklxyk(IH8!Fa2K^?j1BK>L*6%zz6 zSYWOl6txJ6p{@=PptJua`8D5;2nItO(nn>K0qn7>bYx;ag$(+{OwOD{2+D|}6jgBk zNwJzKxXht_VXU-OTUKQ|Rn@J!4qZBxvcSB+`)nwIzb+4!dbmq2t)MM$Wm^3^iQF}f z&G?CvjC}RNVZpbx)PlwaxMnlA3OtgXBy6uSw_ieP8%86QCESyfI0{@+HR*VIGtYva ziIy0ciHK2yI6HQlZX8stRbmSLi{6Yd)2(8q<;LAL<;p=r%ftly<07))&DPl)UFYLd z<-gN5OD?@H834~f7^MHO2m%KG$Yj4kOzq~o0BDd2X8c~nxyBU9JP*l1y^dTF zTV-q7gs)YSJh-m=RCkD=BwMM2gf@|@S=-yl8q5)~dF%sy75JQUPhb!9!vB1x__R}q z)BAw@`o&%LgW~P|*)QPVSxg2B0rLQ^??8T(9UZ9d-h7m4qTlaytt*PN{Oad066SVW z{(R|DskFAax!KDsv9aW$Ha3z~p;J(aP=`pG+LtYXq!sqKja-3rV<;h)Nb3xT#G&!U zZNkK1M7C-LkP0Imo&>N(4W`XzuHkKkj}}my&xa*MThPN|XG)3Nb8Ht}Ng=aSIifF%CrE2P23gpTJ-y&o ze8fCvnZ08XX81itQn>J9cx1Lv5G3*SZE1&OXz)8kQT z9OMbC0)!j+DI6wy?_VxezL`u5moE8#FQ{U5Xw^i1ja3{*18~ye8074zV~jV}xxCDu zo$>{L_+Ax;mP5vWE4#VVDA>R94*G`aPR~3%2ObyF$TPV*VZl0@y)Py?p-FaMJWxS2 zFvvE;T7kZt;1Ms;d{I%d70$W;@T^|kV{ad`x9%NOn$Bx}xQS|hYm4t|^@2sk{w1r` zK#C{4&4nTf(I?S1t=Hm%w9waXm!KR(v$6F7eXkD`S^#?U(6Mv>?xcr ztJ8Gr1)K5K<@z%2N>ns(&}8FUKb{28Q|U6eo@#u)@r9*r>MqtWjMJvW?U-i_@pY+O&cX%XM0 z6u~K)p*Y79#Tkd;*Q3?vbXoPr7S$5r&XKyxu_}KrisMY(Pl`ODTz#h#o)!Cx0tJUwK)wt4s!#n-ebo;$4^&#<&i7^lB< ztDa#$444hNW2AXyJHWu8{4RkX1uOLb@m)YufHG(Fbg7Rxs-g90r>+Sc6b8yOQuQ|~ zrHl&NF^|sa4E>R8$m0loR*ox3(-#a9v83h5MbdM-vdZt;JKx6AX-k}QHB+ql?@U42s~0>f4r&k3GVukWImu1}jiZMdj$N zB_bi=jwPjzY@K%0j7ZbL4tR98ZNXHK($?{plq#*zL9+g)DF&_Wp`7=_TtkpdzpDM*PrN~bBD=NsRV<$$mZS9`f;Lb zF1*PzW0q5Txd(poXDflC4o48EfdQA^xgqQlAZ$Zl$VBwM5fLd%5)B!Ew5kIg-)w9*JU9N3lFd z=7tn&(C3yR{y?!DdUP0=2t(IQ(OwV{1>3pU(xy-($B`f=n{a~`e2lQ*o#q&)Qnb8< zHITk)w)eln^}klzYakUl+$4~n1CRlL{WN=eKKI+#`8WmaA9GtW>qA@+f-h?YPrp?v zBg0fC1a`e$L?VA@@7bYL&19BL`}~Qw{tg2GCtG}gTtGG0rKPKWYm~j8aAZ2;6>=UU zHI3BZD-wH2To9_K@^sAxll^YM~~og zaP1(%$+Od>X8I;UkJ(kR*QsZ}!bgqK90R%xq{BL{rmOTr5mw1ur2w1K`{NBUAf)Qa zhg+WY55%vTEOYHp0iB0Tj%ptUnGd*AEvL`78YKci-P}JPcqFN*lqYi}ioY89zgsja z0;-lZxO~TJ1=$6gsHuGK7@Hm;-ls$D)XS*P7tYwx{tAWhWgZZ4JK4WDj!5zT?92Om zaVl@+__5?_@!C3fIjlqMW;>P-JzLiWx*$ia(2=QFzS6l^EHu$QH#S*^zMMM{1YuC< zY0FCAy|m4x>s9n4sMJ=s4-*CZvA^Y!MJNcGgrKHdQyZ(v=gBEc5N`w3l+gKnH`VIQ z{7&=o(_nEfi(yr49$jaEhhHPF&Ge~&+_1r@Yt`)R74mHx#J!8X$Q>ZQZ5tZ)^vc13 z*5?29+8V~{`9cW)&hdAO2l{OTkx?M;fNPULSPWA@{fFHnDF2cYfMz?mP7|l34Wlx; zDOZq4Tma+Uc;q^QF+Pr3@YbJ&x-J}Vg zdoo+d5N;)c%&8wA&(`STD-GsX1>sbx4KY*83UH5%{y^` zhf_VlnFnJXV3N4l`Nv>fAYpe*+<`^(K?~RVU9+x1_+!#_G%&dL)u^50&j}|!r+sj= zCf?0t^t*&Hf_?jYDC(cNW2+>E9kf6rR>P2sn4jW|N%q4#!RDd_tT{D?hUfB^u>HT- zXP{Ws=FlwZG?*2mmZ6AxE;U&%J((BTK46keC!1yko1g>vmKg+eOmXEL%RD@i=1CzH zv6c*mNscgSd|r=MS%@a_i}eTVrsd@o6C$jt!B|$Ek73pHxha)yr60QgjT+7Y0{?A} zvjQGJzv}(N`mH@|f9SOWm+r2;fCVGN_Ehrxb^^FnKYfV`?cin4%Z7R}i`o&?cx2!fsb{fj4qVeu8!hOV;5^${bLSV}A7m zIkYmfZ2@FfLpdvrh-0=fWfp`6Dg!re^UzNr;?#5t=gDizDIVr{#A=Z=3_J9S-Dd6%f+O zHddg;R`EqLTbo0VdLuH3xs)6YqRxsI^fNogLf`5neaiN(=&C$di#b12Ae-p%-Z~aY z>ItTDMFMvgy@tqecKI|p%0h;ve+p1kbrd1trdWfk^zn^)PetG0ovWt*sW7S0rqQZJ zmb|>Hkf^d`v`ZYtRO#cUnGyJJ%+PQC->tdyF5m#doo%<<7kZq)xxMRUAizZoblAGn z2Vdp~btmKN#;4fow~N8u&lL&y4BVkHqa<~N{))yMuKf_s4Ik-4)U*NC(BjhRbKRSItAsszFO} zYCqv9_G>TiLUsf91hDs+g+FP7E*ijd)BH=c(tp!5TK z@oBiM%&1c0Mf{Ceh|$SCM8w7tzu(fbG^jBBKqE?qcxutejbnV6jb%c}ns8vQqbwZW zp66lOY9If0zUVH&VD5_Ols91o{v|(lWES1WEGEVX3)0^~Df+rd0!+4YA<`{DT6d;4 zqp%8!-uUEK_ol78CnLe8b<@?lnUk~?u@-frx>>E+3%CWpLbtIOvEYTwwAbwO!il6-^(e7y&2^8mZPZ%h6Gnb1u2mKWAO3 zg`z00Zd%N-4YDH3FZ!p4)-~!gN8&h!)C|WkDUi$m2TjNj31^_OL>A;mm*=>U&#-PzE=kTF_3lKJ7j9K&Fvu0EZP7OM_gX#3 z2-QgjS?zWx+bHjA@gi20Z~wAt)g4kzSCQO%)v`Bz$OXF=Pn(hx2JuhU*R0Riqu$nA z_A5hdWaVYX0~wOT1Su~$?>Tj$4B$F55r}HUgaZg20A55nxrhMDgWL33JY=m~sa?re zmq4%KeCs&Lpb%$ry)}&j$d!@_u41-o(TB}hx)Ix+5zHzbN8>>`-=rq{{7l1B6Sq+D z+XvTpV`tfB7|**QhoBtgV%Kb6XoyI~o1ZGBYGGKH=ZB9@u?)Cax+mxe#zEC%7B7VTPVG&OC=h&7_ov^qua5PvVY) z*Jx&km}f3;DAR}C2WcyhuoF0JNxgs+P|)*#HBYGzkmmXE{%_yk|Is|J{Xj_--a}C3 z-~Q_uuoqAROai#2L#>cyG6rEJM0mnv4t~9}zP&cl7QtdDRmY_@h|n2|@apt6C!igY z%_<)CoGr$vpv(mC@ZaImW#9i9a}VVcJEw+0hwD)Wi|&C9v)q ztXYyhzV}BfuL8i0FF2Gy-mO?fX&{|)U;G1K`tJnBN`@N#4JDWmD($%MzG9?_DRiPy zWCn~AddP`|wleq%tcZJ&3VJJSyv=ASQcCqv&t;OV2{4#+MUy)R;eq*0c-TckV39BL zu{^q`%7*mBVSf=yb|@6bcDPBrb`e+YzGW(#b(1x6ohXaH0tu zE}t_yNgkmXu^?ONH6~#mUgy@+ZFZ)0qQ0Z}nS-b@0LGp+gt0)PS>C-rtD=Kx;Z<~* z+myomWOao^q}hXrJ`m%dR~C2-cuxRu++go$gMwtBmPg!IyRSFf1TWX`A@&jfti z7=y*deb5TV9lyoOM1G-GnNtloHPab z;ADn72c}0nRq5nhfym63f=61RqQiH?r0(Q40k4CoHklfeIB)lxjJv5+DhrZrMGm)V zH0R|(z4er#Kp?wN#il#!e(8?iK8N*o)^CaJ3r+S$nZ@__U%a-5cFSQr4)|C|pWHwN zu>f$4XMzMes?#y?00M#aoWbP%qSo9&m}9B{s0A>7Qyz00;uNwdWg5r*G_zgyyi1HQKgkyQP-M{81hkUH4Ok6TF>Vd->rApRYZqYR(^YmWajz zOhh+(($s-YrQ@SDN>Uo&iEsTr8oJGt)*x9TWc-K4Rhmj>WX>oqVQ`>yqt$SFu%d9P zOvo+b!icRa#$i)QjR78$bU4@AU9LYQB38O|C{rNG0A$(I7)uaE)-!=Q#X*}1VszJN zTe&hlhrtz7DzTh!S&x|JNyDg5Y3bOqOkoW<(EV6J9sTl(!|i5XR~q^qU!dkV>}^~I zuew%Nm7N;WFw%EYwWkWTEHq;^idajLS?mXy;L4~QWe471f~TbO)(koGXra~r3yc_Z z=WGb4e{NP)jqU^KNgmH@&}1RD5#>14_tdg`*^kv{#ahgxHF+8x$Dm#|mGC{}vM5)& zam*?Y6?Dve0am~2oZMmBFs4&z@TR$v_(AH=m5ZEcO<7#UpSxzZ#7C3AF?m!OJCkdM zydvZtU*J2IrJ9yc>+N&&pr>3{MmMdyeynB|SV^zBff2ofcUGSN{~7)h{k{K00sozK z|NXQ7E&lKPCn6#w3GnZ{_z&oRpC|tT{qH~QfB$Pw9*>B?C6d60FDA>P5e%2Z6s+o6 zixg;RVh7fAK480EWky3egvv&l*|CB(iW4Jb++mP}K`Xabo7mg3amvLr%ar{gf*Cqn zi5Vy?A@$s`LS0F|lnAy$jhz$8-ZyP(=>sK=6{uK@TG`yrbUQL*%qhW;n<|so(HhpI z#DCmg?452?vhXtXRi|8(cjlxMZ3cRCA}A34>dp?#eaUm!YPUtkpZOr87`cgIV%8P{ z4LNYnehQ6Z%ItjA^l@a4moRM=;r+?@)Lr!Af1PVF87?DokuXf2RVO@HiXS_&Cl4NO zBPNa$+M9pigKezHlAyZgZeQgtNrqOi@xT{xbP`D)C`eSdIaC!$SFx^_)O_l7DG$z3 zzofStrIt6oIsM@Ymxo@NuJwL9zg0FobFN&^VaztnplqR(TJrO-i)Eeq3$LLV*Gi29 zM44{XlbjQ|mf52BbfS@}{7q}FXfQ52nN9MHz=^b%KZc|4`D?m+oQNaQ0gI}pdnqZF z-Zi7{VosY;@Q8;?jmN9S6QbTTFDs}=iW5VC{`Y^(e-JUie?Q89Kc@dJBzW}?;3omV z?=1Qc=zjy}Kal@{{Quke|F8ZxkpItp{s;O$=O_QqUswU=KmK9=`}=p&!PoOi!#M~T zE`>d2nJf$X%7hcrZxwIv3*je>P`OTaCyV47W89!kLj+%iDqEZ~n@~hB7mOpQj|-7r z^Z+gq)&FwFA?uBSWaKC}g|Sk5h+z8EM&qz=ppR10)<(p1V*mF`HcU$Be%^s;bcyFBrD-GIr+l?yH`%D3p*G#r}2o>pyRQZrOdN zzDy9%^CEs*iJT5UqI*qnan?%uQnVV|6o}FrL>R7CEHp&aAWj<6TUZC;&^O_ZQeA6k zJswBWWel?&NcVhFM=GT~s#vNt@Ke6?eX-i{dl2D!ogfahRwaIs^$a_0?~J5|gAUQXTSZdB0%;uJsE zX*h{Rog|LM7h1h;TQ*y{rk}SfK;cJ4o$Xikv`J$5skCB4DQYjJ@=4A}W%r}&XW{t= z{0I2&NBIu|_z&%~Tv;%ic(v726SgeX!X!ze2gvK$^7aUPbb;`- z;xQ1#5WiF*YyK#=P(_!qpFp|3{ZR!hwiHzcXKnN`(@(c6o!UeA;M6=sq#$1DuOy#h z%yI^|7d|9cJXWqSwbf@hd2rLY#$q@0_@*gBg6Vx*5KvVtQYLh49T8E~FD@ND zReT_&*>0qr4(IXQ`NDNiIDf84*wGBP5SgV@CbEnJiQ;bAGXN{x;@bDDz|c7UP{G=i&#tb_LgKe86)JZ>=A#xf^}9 zwYXR`>9Bw7+?9FRxl!v-BI*sfym6=YX#*b6{{j35`0xMHf5Ly_Kj0eZ{P<5)Q0Vvf zKS2NIjQVf&mw)wF`Oog}_x|s~MXW&ie4RTCUvY2)6<_G2*(eZFMfBv~T2wOUB#czG zK4@)<<>yG~wXCzJgn|fTM>yTpdP9YIGBjQ!mdm`k3dxz|a(863HKR}KE;~-AoDO0r z`h|Vv*mos`%e5VnBTmRQpoPdSBnX*uUoKz2~hX&o&B~WmfTSlmy%tQT>eHNXjfo6+Q8yEHxUF z!C5?D*^DG4e#@>m}Q7(HLkR%fAd5c!6ayTvLqTTfn2dDOx>dCaN$+Rw15X zb4kWXg%=GV4r6YbNGQ9T(FH6z?&O|zcsNJ1iBN{>mY_P{Qzwz+3A==)-r+E*G}SWl z9h6uSR<7ntophN8{3@k06^Bw!^xHtibA=*{UbbB-O$OlkHY8V&S?uU58U_yYQjPd2 z5c1W_j4$94jqMT$wjSnQgy~vfqaEY_qs+O)TCI3`jUpp! zSez(#!oD#hdicI+t;TlZ3YAolV*C*Ap;UFrO;pJWKUD|ugGy+de#HqCM)KhXX5RJo zr|Q_Kd#%r_W_jl#odQdr@TGiwqg9_;Z+S#HI+jF}ieBGNqsM7azmsL@BFd}p`r2=D z=U~zK&G-j&rETT+{V)IQvkOQr$enXFN2ZO47DT@Hw^(;7=PX6;YoxhHDn}mo!Oc zYgrp)PQPr}ZCW!xR!>(ROA)i()-9N=)UOn=U62aXeLcN|Bd02otX)gF!q40%(mKm= zlCg31Csf5`y_l4X*t^i&Wuf_dp(>xutISd8yD=Y&1s`wo761TJ}Z zzjX4+qE6+`nJ~UZ1Jf6aq50dp?|+p4fcf7)&VN6s|1Ip;eu1ATAiuNbKcN2& zod3Z5A0Yq#cK-kA{BH@!FFymqz|X)rx&Qe$=f5bB|IcRrU;YdG->AQ7|2r?fjE|WP zFZj{3eI5}3PSOj?>|}U0-dE}3`q`%pv!J5Xfog?^cbps8@z8_pWDXqdD6XJkjz(G$ zIeDpMP1Yv5(PjhX@CmLX!_~xl68XBDXrE}uOwAIl!rAf@xond7MKFed-`EXWtHt5g zo*la)-D*^Q>ZCcYVN__$b^2=T^c6$960g1{lYfUsgHE-#RA0jjgUUyB;xb%v_uU3y zb>bg43HcHE8?VI&V{Y<`jhpQW@7OlSMGmi>AQ_c^V!b!{s;%eF3hc zCL_i`7})dww0Gw5Q15FT?V37Q!W6XsLwb~^=3o8(1N;Z@-=D>Q zP=Nmc{sa0yM~?r-0RH>!{tp8^%`xrEhx#A(Q*pXZ>D;lRVhk}_&hm*qZfC)1x`o4y z!q!~pQoEKYJQr?BLy~(7GZ1;vJg`I)S55loUf0fHhukS}5+#8zU%zCtagM=`FZ+2Z z+nNYxHvF!&tG{^Q)ktKGj`sr;2hr28)>K+C3{U5)SvTy1XN*8EdOhg#IJ~DeZ9i>{?p$22+h^V!!Z$C-h4QGMj|_V}T{C6uhDH^ak6&$)IxR!K zN`5PE(bx7AQ$P9K_si=1aTbPu@*k^;z~TOv_JR!+%LCfuF&(dJ;Mj}Opt!Drw8#KHgo%*2QK9J?2;;zCVo_qfmN|u-76ad(a32X>rzD8rY~R+B@%2F$9@ti7 zNDOEYf?6(p_{#XOZTDuyYu^x6++L7o`*SIfPlN%jW5Kdl!b(d;{O_(P#Tu+^OMopR^s{u= z*bQ6sO%YX=WEke&L8x1Stq{AaZ&9z-!yaFdBsSx&Y$N;wCo#WoNU_O=96U2V-DO-k z|Nd*m2c`Y^r;g${43%?BgN(Y`(8O<1>)Yq;atND-~2q zI1_xy_R_(`y7)Q8+QABIl!LakOsnn30P_1wKln6_%VaT1@7-{IjK2THIMA^+vDx@7 zDEyZ5fLhne`nDZ&F|9Vq>?()7hQ`E=@m1Iv@D&?_n10^|s9Nla|4?mv!3IQ1hMq36 zLx^<}tHHv7(Jrb@47X4{9`#Jv;#6$LS%CyZAr!@Q5hZ}{Ci#V4NihfI7`Z}2g-5RO z6Wdq(2!X@^(FDU~+#@{(Wvyg$@ierRQszYra;0u}`+Sssv9ZT^Wos}&BHL=6JxoO3 z?rQ3!M?KM(zu{83P03beM05gYo~hKbG~kq^dXYDuy;t2*KW{p7u&w(&tq>rY7j8!RZYyxq7nb$JGuXW{u|JL{~7!T z{SE!M>Y?!$F!}f0@gJc72Ht-l{|EB_|GfXdtN&J&`^Rqp*#CM|@_*QWz5mK`K>q)I z=Ks@wVE*s=SKI%^&B4h`6Z!bn3%D@@4@1;Xf^u-3gR`eGdIdF;7c|6qVmh7ua$58y z1><@JHdXn;w1g7%&!z9?RlCq;!xw6IaoR@QF-D?WQ>4917qW*u(jSfaM@i(HkQCA3 z)O;1vGgpwuI9;+0ZtNX2sq;gjPA2NTRd3*(%X)XGy{R+czK2&InN;F2Rm3=X z1jWG5nRAEhbDc>ySop;KUR#X^*C{kiUW%RpQHpW&5{g^+nVu9)0Gf=2+Yt_G^)$nq6v9A%8q2bhJOdrXwb?q_Zs7kkjdAtLwG+xSGoBz5|NTz zkT=uCVHK!#*uGWL;`NG`k`KF<};LqbU4XO@-Fpd+7jnI8wktpJSpAN zpA{h08U5GlE-Pf)cQ;&;p}JIOx9C$}eh)POfd2sg`?L5D3h*Dme}Mn@k?a3V0R5le zo&SqDod1K+@X*9+zxo8x)%(U2+qtlzGHWQ#i`6Mkr|0vR6iR(kkP)JrVa1%)T@3A2 zOu8gbGEB<#C`15X>B0+FBi3&Xy}SdBZv-0*%xv8xbAnxw7}89%)ES z>D0XpGLksygEP_%Q??*XduKHTU7fQ{bMVdTSFfCj#14B}i}_IOB8{HgfWuSy)ox&KqxIoz>2yX}fG9jDzij zFbJ27Df@0o2%*nyqvA@|O<7{cTe-wv7<72C&xI%z;Y2OAZ1cBiO~xsqN@=ER0aI1l zuBKTNqU>b8J+f`7P5FqCRdl*}6=H3x8BcAHFYoi3@Wyj`BHN}ssQa+$A#n9LBzV?D zDL=e)@FTTf=3*_bb!?M+*7^p0R{MDIPHysiYuOXGis@vTli-|2s{eLa@?JV=^1ZAI zlk_|dQ2zt?58%K5kN*?^{sZ{$@TjEx-}OIvfd9Tv{+l^A{D<+M+h1}1k1p~jLCsUT zN?Z&v9Sdgga0WrzxK3xe9TM~;eOy=ZC&*_WlZZBlV zklOtCa^Q=jAvh|6E%QbB@a}9@#Kk+^s~Ji5O|qc8K5v-BxJIo(!B{DhfZKG}A|v18 zW)u&`-6?2sBzk~m23_wU0i_3}#0givd>b70%f;p!4K^ak$)FGW;bnsq1)q3{uIs)1 z5BS|LwRa~iKE4bdVQnFd54J5NkxUT`8 zGqTR!467eyDH~d{Cg*!qcvjiUu-VNnZ#ksCbp0ysJCbW%qbF;@a4+K$WKwqt~ z5`BLTid1`JBrD$Y`a100t(%~q?jo;SCxczs%5x0G>RXnT)gr$e_eX&L0RH>)`0sc0 z-+&D0NY(#<{_j!ZzX^cMR3oqWn;Id>zi9Igt7~?xI`Ehx5CE z%~Y?TeG|iE)0T0vqTv-~p17JJsfG(8*Vtm}O+RwI+kWbv-;8)L)&I*`d4*m#^4Au9 z3q;|>^2XE|k(6Bvq2^HVrc5Z!H^%h%x? z&LEzIZkOvArZ6$##GXY8f$5G7eNykzaHz4U9VA`9G=PW0!jBjKOl+$+@JoOM$;=aq z*_JSpiZ>Py@WPJVR!-9qr<@0!Cu^5c-;GO@IFg~|dOjcq>9A(wims}F)mG~0j}&{U zz?*sKTA{LOIV2-4MLmM@+V#_({oo9?<8@W0QN*`%s_l!?6Xo`9`-D35XJuwO%QLV? wBeg+N*pF&yV_tPT`v*5K1vak-=JG9lKSe+wfB*srAdX!89olvB@&I@R05jq?ng9R* literal 0 HcmV?d00001 diff --git a/tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_source_train.tar.gz b/tests/data/rwanda_field_boundary/nasa_rwanda_field_boundary_competition_source_train.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..8239f70c200cec56835b53c2a97cfcf7a8acf2e5 GIT binary patch literal 56601 zcmZU)V{jyF)U`Vk+vddP#GKf+ZF|C=Sd)ou+qP}nww-jJJn#3_Id9eZ(^dVWtGa5} zzSr8!Z)#*?vDyLP1u9Cx)eL7BMxE%Za+<$IA-cY#S(FQ&_Ff{M9NG#U_r{4vx@9*wz z@1(3!JZVTK>0_%bLEQu&ATHq9#5A%$aQSihS?I$M1t)3?{*sq~$o|T_su<+ikbVCR zexA2&orjd-R{$v(DVU+35jB%41RSJ4gyYPg{Rv`ub9?h;J%==Itu(#nIx!wieNK-j zuFvrE%5$u#f1EK_O;=4*^2?hU{JIP=%bR+WwwW)$%y$FHUpwcxdJ*Ux+~ zv^`AUAmN33imwB66@l~b20PwcAS`nvNf!+Z7ab~2i(0g zIqU|k;PEYB_Z2zh5Afv!`ujBK+UZXZ*aPRph8;OD6S}wimVf#6wK`A%?cOcuS|LFo>5Mo((R=8V|+QF5T_o zpv$zI2RC4|&BXk2@OD*qSJ;$MPHuMAv4VkVw|Dl3$F_`<*XN^6(QH=UEbs}qoGtTl zrTy-)9ZCEr(jEBF;q!KfJRsKY=mq@!R))k4I?s;0e~7denVH3rufCM8{)C$WeDVWd zt10&$_*EVNe)8s}AU|L>@v+~hik_%Q|I6@W>-N+MP9uq`0f4Za= z?yes{I;!D^*OB3z%0dx#$lU#`O$!M>eWvF^Ocj>-)l^j%=mpZC!MnH{mSVSc+Tf$m zz?wQ%pR)JvnxlMBy5LP1gWitAUgdk}&WlIog)#rVDp~Zo*_>*UOXo=9O6GGFI|}6h z8m}^r#A4_0FgAxKGj0eA3F0V$*0$Wbf(8U8GWKGGHpi>uA)QOh6mLc1ow{sNd=Y;% z<8q`D4Mi@I|MpUte#ru(hwSx%jbc4FO6-p=o2BpDTkN_8J!}zKCAmGGla_Ru%!e;s z2@^Y!3*ZABebnOzBDULgBH-A1zeUgDk9naM9L}oD5bc&X2!?#D&DYH)&-DY`kmVv2 zQ-J58UJuIskr>%$!a0AnqT;xyV1b)g$?OcVRl)_i{I8-MU9&zoES9ph1mdhA6-IhC z+N#cW|4dIi|Jo}~-4thtwM(K_A6ScB@-I3R4n%@T5h z=VhZ7Tx;b0r4PaEhn&8O)%Gt+5@Y|{CtC-;VAJQy3wmd+fTb;};y z(IxRcTBXjrJlHD;!i8}J92vT^xV-xpJ)ruMx2;s<7PAQQGV~mFmbeV8+!%`8dc!IE zB+&?Oh<5~g0H9h>&mYh?kbjPFz#otw9*7}l(vK6Q_1XC$!4w?gCQZ>T!DQ3Xq6Iq> z$a@cyXi33+(@)gBQmE=?)=EI144sxgxJ&Xk-e6VcP(9`_5>FIuU0j~J9+HMk&vvuY z9xf=FW!Xe79$K*&F{vetdDG-qY{-rYow{#ZFROvypAnw5+pl!nDUsfr+;eh1NmIkg8I^`fq9Td-4ZKoONacpwK z_UJq20Y1i=A?b@l)Nx!RZ{nl$3M%by>nSS)P`qR0H1+qwD9UCQ+`QElKE#`hm< z{O<4g)5HP9>tz-W*=3BMxzC99KECA{)=eH*TSb+9hLFKw?5wmERPRVds z<_}X`HX3=;n-Nm4JNHgiv2e#ejJxm^LR}`7p`M8s9r?J&7Gr3*@OS)%gID8(%BPMH z1wyt%=ba`v&& zBLj)%vtl__*@pIK`SQ?mj8jq93$c_WdafQa@-AK0QXN;<;lU0WtUJr#d@=U&$SbdW zpV8WDYG91TB-gP}duVTbN+{G5sj4Fg{P)sYmw<*dRPZ6XO^Ic@u*!0)fnH=}^zGqQ z{zjT&|1?|5_c_n!nga|*w2<+Xp+a|;JCxvO#_b#D;p9$&q8N>Ksq&m*9KoOiLG8xA z{YXU%3Lf`oja^CAdRayD)*bp(UR`D>w>oTc92PMHj|XjKbvCVBQ|J8l(=<(0g;gL{ z<~a-+`{B;*Ej!mxhb1uT7xxt*MBJcn$vWpC@v;MhCs5%hi5^P4!WCeO!m!1h{a>2SL(al5*w9yJ zeh0oQd_qHhK)+ls0Coi5kl|jgZQmT;9?Ji`Zg<}h@4hM+FoP91vnRMhoWgt*+#5g2 zlZP`xjpiEbz{y%NhK?}!*T`ouDvOP!E-ST3)T4@)YNNnc%m28^OQ;Of@#SZ?if7Y2 z)25495OpzxEHFacRU!?)(@En(I@O|u6)6O3f@T$%!&F#7D&_AnvSs&@Y1^7M!;@2j zx4qgmb@w#J9P4<@YcBP5O}F6K&0Bq$o+M7ar@)Kh7YIWLzPEJY^%D0?JjHH!xluKU z^{w-l-FZtOQ&qKC`{wccQ=HpR@_5qdz!KYk+yvhqNLB&JNg_c0yy{QJlU7uBZa^tb zW-m>eGhpsJyx*EU>-nKU+NNRMfwoW5unP|Pk;{7&f-T~$!H&9j3zn?%mWrO>)T|m* z=LJW_0TD*X{gGW0O{lRTHexE95Ia>)!!>vOh%HA(D!8mav21Mj@$xYhCb~hLOr@qC zU*z7edP}aMu0^L2P8u!2d$eUITDQc5yL`zhyC+8Z0fscBb9jcV?x{jbad9Qyh!cSS zvt0Bz2Jt8d+(0kT{T}Lab9I8A@?u0vXPIL=)-5aJwO4tpsW093FJFV~@q0FhV69$^5OAj+4SfNQz_`-)rwg4z>|0fE1QuJ=LBXWb;lxMYH&5WkT= zFkS^uqF)6eMnKc%K+ps45+EJKe+(!{e)%WqSvwn8FbVr^Rmu%BQ;^JV9@-c*V%)~S zE{s2cSsgT5F_5S#8Ymg(rG94nq~v-r%ACY=_>0P7&s4M4#=1W#OtkHYM+#KmL>;~m zu5A37xz&EBMRpE$>Y8OVCr0KD2Hp~wsVv6Bdo2c^S;dQW>f%YDQ728;P^KQ2sL;x8?ekg~M>0V((v@BR7+)jx*h`~XS=o=#NO`m-wUKnd!4H5-jeMqn{YbdPUMdZGT* z72vc_QdR!LUFFd@HLk1|#L!edgJ>i8NlINgEG-k{s;|LUI31Tz_Gd$rMYCbxqs%^v0-OeS#jjBnm0GhJj`8sU_IfhQfN;JM%&$ zMB9)l%hV;Bx~=C}IY%vlJYssqMA1QsamDGKugNJo>t0TqE`D>}Wa%BMVIG$6xh$4( zwBZb5On{py^O%&8)7PoGhGE+vXOV{vbLT&S{p14qfB$M`aM&BrEI{#l55Qs`0ADQl z=k3~I0+jPEH6I;37w6jxlO&F6UlMTY2uAdC%TNIWBR3*J$9eTcQk`7pe$EuJF4-;RekUB=QUj%QrRq&=pgAfmBbWyQg)O(*_;~<^UbW!#dAxg;y&*k%RFC@5N+68P<#NmAH z2FHMV$*Oj`NMh8PYq^@M&~#>UIWk&vNg06>QgPE(qjGf{k0l`qKVxRj|x zJ@=yv8(k;n1P;t*Sacf*+f4Ebvb7k#%Qdf!+ffsnBl^Y-9$I$S80Q4{?<{{qYn9pM zqw0GZU20NFOxM=fCwz-k_!X=={k5B^L0+UAO;+a|)u~eL9lpM6LRu??0I^}@ZrSN+ z+(o@(hqD>}4YkU2k2#Rpis^iZ*`#@h`w-rIK7^864+Bn*TRw1ci~cHo9R9;I654S9 ze`_wn=cWBY;f#e|Yd5+8c=RmzpUetQ0Z{%E+dpsF*<*lTpVJ0!3ST}kl>qtv>*Zp< zDB}|4vaHi^UyZVy-VJtVMfED}8)WV)ydRPQGm1Di@tUAY7?i`AqAI~aUCm&#iX(p{ z)tfJZI!uiZq2J(eE4lPk8D83oj7Yb*5wpaIZ*afncFs>|`O#Os^DJb>L!p>qbt59$ zi}9IN;_X~1{Z!H^pZaT^vP0Nq*zRU=&E~wU>&{7p&WHH=hzj$7cIdB%?@x>JpyuoG zI_8CR2cj3Q*zq;WY7OPyI<4xBEA@4re+jbO#Pep*ezblhLR;sjckT?lOM*)8HcBcb zT-=CWJNbpReuP}e!QBM?jNaq~0q8%bF?d7iXnXN;Tk>WBc{wt%UT?W58(F3swPUjO zVWp0NOt77=1G^2Qj4=;3ONR2TCpd{MEaYFht{)~lM2;3`ZL1-r%WS`kO4(J>m&h|D z$6-p4agD=aqELk9R!kUY)WNrp&h^`;S!vp{Xki(`O21$%o#08@xu?ry$PYyRhSs$4 z2Z%rNl*b=`mCs(B(EHxGKV}l9JTQDwq_=Vamfage<*9zQQN9VDHHa;3`Bf=U9_WWK z;2|4jr@Q{Td;6^0pY_LorSwAsP5KRgiR$W`pcf+0;9XEMy^AikzqlVUHlB3B<9M(i z{#1(+?W%_K2U3#7T!C%RZtGrk!`o8|hS>-qXN*DyK9SUK_J=iI+Q#nWbKb_*BF|zxg=tfBeBx`rMP=MSx(G^0d~>es zy&6?JT1zpVl#wL3^ z8b=|tzL)j!9f{C7`Ed9OFK`am92K6E^CNHVFP6Zr@!?tLJVErq{C zUqWN;c-n!oY@}HZKPN;V)`^F$lXFa)eqm7FS{rpN-OGES*Si(yzSy_4J9F=hH6Ik- zw)&U-&Mn@Uot%A<8d1x+Kku`)jM2%)(856tK5Iv8GW{nK%2)$b@K4t72oE5rvu?m& zP|#O#pGy&5at(j^S&V=6CFd72_#hqu0f<2$H4x$fNYE3A{AvP3UI1mxegKYmr$8y6 za_<19+fd=&WM=TTB=(1>FqZH>uM@o$w~7H6iF3R4EKPIUeAy)u*tAiN44alF}ZG$>8a#@}k*#>GN z4KVLJd+Z#BM+Q4=<0|04M^zZZy3xyZhZf8*DKtJUd`Hc%9_MQgS1 zE0A8!U)Q|ZCX(#NB)bf;`ykmo_S46!`dmC|=*j-wBBS`9*3YH*mVfY~>aW`4H+5qC zX!~=89@o--hY4AjVUnhaa29W2hm6K8^5}y4 zflhpOiJX#L2IF&X`aZW+IUtyI3}~0%V~rETg#%_2Sy9Vz-nLRS`2FmuV}?!W8A+!k zQ;9CsNb{b1?+GplsXOrffltlnZej8kKJEB|jdQ zp&sGO**Y?Ijc7}6{j*5?%G4o)7qs&uI&%jLWZ1z;0c=T{-Jx&)-#GLAYn=JAy04`l zoFKw?02#;~*grV@>D)Z;`d9DYCxQM*KZOdtJuc}33U>(C6PR1k`0VDmw<=BtU&C%R z!&YO9!BQctVoex)VH5|sG=WiYkXiz_b1voS95Pp zW}<2Dx*P!+zuw)xSH^blXTQpCJi^0b_wnXCyri8zv^uLDct$b|aB(wL$@_gO>cT<0 zo#u=ZS6dJbyUw1Xg=MP{T%+I<14co7>ZxJ%{>98s2|2pR!~3Asz(U7$g~$AYcnN*Lt%k*#N3x``0q->nh083 z302|&+a~!UKV#7OaOtccE`S}^C4_UMb}-(gz?pKH>Vd8?&r&*+Q;3)hTIX?m_X)Z% z3K$~&7{LdYS77&CO^KhdXz^RN;0A*>na!Zg$0fVfukNk}vD$8z$a;;^%<#7Fj|Kf+ z$W5ijDBTfFImb+Jte9Q9()nb+PEpwtzf&F9GZe)~c_t8yIBe=w@IaEGC_(QHZFev@Qv|LYJn+zg}+i_h*Z49-b1rjbNrw zKH9x=d`spr?C>Ok-ZEv{BB$*ta+c2N4xU8JDgvKT!JQVLg5kOaBKN~lOc6&((BA$`SpYiftvVpHNcis%Q8_Omds(kMrEvXEH7VUIWL)^-Y$9&RHXhAHr1E zA-E~+KWhG@e`*%g+N>R#>+A>W90R$*9Mi6kQO`1K&~ieh=WP-o?&?s3Mp^%!<68+) z=V7M)!cTG(3xMH%3)g88n-i6)Q_pD~_${(l@SQHM;a{Up4ho`8-b^Va(iVMVCbL7#6&CX&$ z{qy(-Jsb*0IF+fL(sw&1O@8?Wfu%M9Hhqbi8aR3J1bS`u2zHLZ7h;Ca$Bu`P#Z`8_ zNFABin9&>gi+cRw>09)bh2tcb)BhPcKc2JSkrBRHmRJ#VAODJc0=mBhZu=|Ce0Wg} z{KoOm^yHK#g)F@xGfmbN2JcO2@Q0(0n#r_8;}N7-;1cFb`NJlL+setS=9(!W;y-)H zbr(g-rNg~FXalOv|Gl&_K)waWkRHT3KI@<$f#95 z+(s*5r^V#J^_0!6cgN<~C&&%__#s#Ws}@f!i`k@Iz4+?9U3eX>*XwQ+owK2Nafzq1 zUA#$fW=`IjL_BMKxxqUwS;xa6p-oIbCQ_5!1w9QNKWk`AOiDH9~$P&J-XvKfZ=(HI248zaHtGVlJ+u@>! zjkg*{=}q=V@eC^+ln}ci##D`E5Pt5-D$^}YL?T;+;LDizFF_bqiv~VKRNJvT#->V0 zEMi^O`T_8g`oRhRat$g6fp4R73J|GFCYOrC|3tzS`dxfl<=9M(Z2wo+ z|7f-bmRKdFkM?AQB-Ni?J=U`sBVR6v|96T2lt-FM~(_Kb`0sCl4%f~vQQ;|Zks-27IZsf)e-7WrS{PMoouz2+p(c|af>(>`d^K4_B-T6BpkzSK}An=O&UxSf43I>jVZ9jtEBv5bm=i-=@QyrNk& z2?bWZ)uMCT{8IWUC-*u zIkxyZFxhSoyf$RkDOWy)pn&fD=c*OQ=-CkSk3xkvq0o$C*S4J=d-bVz%sz9oAlZ z$~@}cziCneq^j0j@B3$ZnFxSU_Zy)|XRI{OLyfVMsHRx9_6nTOuKAiwifU}!D+Q`- z`n4Z-+e@I?Zg|Y&f*&wm3A{xG((+<>wCxon8^0#SFe+1!(Rf-#exX+n5R88hwqb=t z*7Uc~Sic}iEvtx8-e!RN;DW?bv>LW35H7)sNZ8a^P-@g11!MIf&Qw5Mw83`>wNa$S zhhCqvwLzH5kx8L-piT~x=u2;`Kr)ovddK1(I&?F8e!g>1mE}IcmA;Tt5zzfD7fWN5 zg{|MAyHmuf_t#FK0yb~2W1DwWwYf{)GmcOsHOEmG#w#V%@ayba<_S17;14b~x;G5$%?)}$;iZ}rH0fN2*Z4ZMS zmH>f}3ikk`9qt>I15l3O5eVf6NHF~sG~tl}VtHS`1WDhY!iRvC6X%iw1}wiTdx|Dp znHo5Pc}=({!Xf<9jE#s6TeaH9ge7aAV1J9cP-Tt_O*$_fpgL$}HLO^p=sNTHi2am| zbL4Y1sZFt=ZwIGBZ;OypkVfN^72_M( zbt%V)EYGvFmnD5^P)B6j*6^g+xqdbxe}lBN>WN1a1Kc8$fMx5PH1VZrovhO(udADq zYqd4RzKuj5y|dcVtc&lYT$ zFW7HI9v@EO!kRaZVV;%A@FQy0qqo>_|kufPp8r7q>_Ep&r83>ZP zzb3ij>KZVghq&RZ?Ys1%LcS9}(rEw!M~-Un$=oLpadZ$NYYglW;wWZ+t2(f^w$Vub zY1EQ%Cy5M>6bjZxaia8aE-`!!3d}M1m6T%()LBO;Ol{tk)>B)b`f7Q z(CR!F{6}I2+m#Nx{O_R+c*+ybFWY>ecZFsvmpbP$=XJ9Vu6=D1FFRHB9V+jia4Yx+ zCxfDoo3&eIlO*y5!~}k~ZN`aJg@&i$RZ$%J&G-Q4I=w-@<}&gzVAIv}4|>$~2&h6c zi-+1z7F@sCNc8@qC-?)w4vgw#+x1g-NiS~eu-vSiPf>DTP?K(%$IamL3WS>8<|3e* z8L9pz#yJWvk{qO-rK4n2z%Lt#sSKJf^xGsx9B$g))~p|7O2e*gc#H6?W{x1p5mC#V z>9F{{+Zr)6#;TXfZW=bGuS^ZohlbWvrq%>dnP%zDc{$)*+WW{_(RO=vxKl|H_uE^ub86l*~SYnQ*LH(k^MJ;^(i6`X0u-Atb z+jGZ8f(hsAp{yGpsP-e3wSB8A(k_HjE9%tC4{lzM7GHMz-ux$&h$`Phy zGu56Ss8h*B|1CAy$SAlrN|yOij6h!p>+T+~?47f5Bcp$a8OLwzInXGD&}XL$Qrq??#Zf6uTGz8rX@bxNTc8-#qQ2r5v09-) zZVRLL5@k$-Yg=7^R7K@<0Sc2Hg_KHsO@*JR+DYWWX$>KJToA1@JT}W>JUgCo8*MEGhP~eiysLsXf24wlE1$Tf|%aE z$Pds6_-^#Lz0+L=3IV&}^#+1}VfYv11JExZ==}v${pRok1RA{ue9r+rE5w5Y#dKcm zU%Owoojy6m|ELo6qS8Sljh7qB7T5tv@ z^)Lem8(K|=Y4R~bM@pM1X1A9CB)!49l;D&MIP?0feXq-Q^rtOGN^DU}v230CLP8d# z{$0*%MX_&tF@FvDV2qTZ?+IpD!csbCn2d3kaC7tBrYxRFj z(n`5`nrFgQrq|9s?qFC^>2>+hxe#Rhasl0;-}|lme&6VCTW`j<^BlFW$CFjp z=DLh*a8+AsiLQnR#gBT7iIe`Kj$MO2o>X3l7XU7loUS+w6GBRux z#p$yt*`d4@ihF_n&Lo}c0SJ2Uq2BO7C0J`~hO{Ry-WfZRDpv1hmOj8D+p83l6-;K0 zvhGc?*sZr2T6}J(hZJhCvkY9UIL*L$Y*)-i^F>v#&kSAo@Vs%h5vG$dRa~EB+*N|mKh&I z6+_#6BR_!_ zo?M}bfanssF^h6Ox1XgrMkSBZ5Jre{x=VCHY_@m4d!g!$WV=W|5>%qv6rnpyj%Cb}43unjOT7OdFGG+D{Z+Rkfpm#aPKLTvsO zy1x^5CGsBf;#UE%vp(5=y$eB00B#KSRPkXOWlyJw=0+PVd8xIq#)v(pwiTGC%`;1k z(_0~wl%3ZOAsj^!OIUNq4I%vehp5VzvwN#z;!;TY*n~B%F}*BM^q3qWc!6D&x-?9>Qb9z_knmrPB_IEJR#AX@{vu!pYjlpbr0Sd5z;Or{;KD`yLyD@0ZjUm`;6 ze+)uvQ_msoM>ir5-zUgf8c`aA*BYaE%tN~MyAfu$X}%elhKW)nEQeU1=(nDQVpp#z znazr^daRgC$bHWwSd;F&OQ`wmmF_jw)0uvXoh8~=53-Zy-IR@a>QBXsunTn$`J?}` zeq`bJqW8%7GgJp28dkOyb6ibTD`1gykbmD{^zsJG)&!bEKoP;rIv2FI^cQ$uQ?xMd zaj|!RT?<~t*ttHV#3O;TAVQqnHZ~H3pF42Enhp!CC$BgHO#_MLq$KgsMcT`QD{44U zO4`eCbxQ45B=$=Hb$Neso)81~LvOyOPiX2F3_q0rwcZ2@{vXkt1a713&JTZs`Hk>jSf~d0 zemn{~?%w~H-gX8tA#_)NcDFLc>)ynh&8)zf7Peum*jx#p?$EjlwD5K}1>rLGV3ivR z1??<-2q*H5a0zj%S&S#nP4nQc)gFP%|E{abY$LV{OW$r3P%A29WJ;MCXHg4@RF0P; zG_~1r)kN5*Rx!`UvqfQ8Dm&dL=@d=+M2RhP$Tqwwr5CH%idpa1L4uvAsReoHiG6_p7C_0_Stss*4zS?U1G*DEfm&z z==)+ygX`>g^Qanx^%FC-2fd|*8A(vHSSjzu zWs$)rT4YHE7S+#$mT0#$UF?&s#ChNC&mSxxzOpW=HzsCBZ52kUdllM2Z?=^wS4=`} zMFc>@Cig`&I1z|OV#;LKP)2ZtEdR7Xc0AcJ+#@R;qx6*Ogi@Fg2@c`Fd&KcH zT@3L)^Q9w+F^kUKc?o%0O@RRWFXuP>`hRHc4Cwvq)umsnzdjO-?A{0dmsoYVHY(LG z>OnkZ!*352it?lp-mWK)Z*7YAP#Nf>GXK9J{tTq$WJCv539$!%=gA_3qTGJ+*;A!*wu}@l}dXR4h4D%&#lHK!Qz-Tcn z@ndq4Im9>{)Uy2wF>cfgr@^%r7Rsq+#o3r|-Y65LaBVFU$OXuhTe#<+&6&e=KnO7PilIGUap^O_sZH!wPf_#-4Y7eR)fZNTY=kSGEc zOnJp+)^3dg>hDIPoMqww9B5&@t@wK0U-aq!XHa<2>o(Z z`y4^0<50W#t>=;b>oQw}5t7=Ck@?>+EOnvEC&V$>B82tgIkw^vZa3=&mc@{<)Ukqjs)l|G6H(`;xXuL`QYZ!eh) zpzn{{zdoSvzK|}+_XA}9$r%FziQWtT0$pcQfwCpiAwof66S z;6ZCCKwe)F1rd@*iO8z(OSqDDqR%I_X8V4!sv4vo?s>JvP#@;5B>q0Z3t~PGRW{XkDgKDxiT#U`HWWOuvDt7rXTIZGWB7uCFAZ4F9SHUY~zKSPV zf@A*CV9K4xtQ0IEKG~*cx4yYW_Vx>wy-m(m6#jbOv%wI4)2s7>Uh}06?~VS<>9KPu zRhoG@4=#E#?39kRO#g0Ktkb+>csTjetT2s!9OZdecnKAqDMKKmr;#xe{Qnx^ooRw%8aqrjcV9cR7t(I?@RIFTeE zRIuKh^W$cy_P?O@vloR{Vq6ER%MolbF?Z6jGfUdWGKU5RwUhAKN;56w9~aN^noZ(y zXIR^W`(+l2i4O|&@MauN?sy!jRS_Rmp#1I9mk!lini}DPS(tZpG42~M9)@2DS4{?t z(4&O$OHm{cb*>WGMoL)7$F!`JN~>CLi)8Y{O40ZOF%+fgs$5cu z`4^nM_1h-Z_sAVFkdk6*tBZJTu#qd{mDt~!bu{D>FTFL|lF-Tf-Lss9Ej`VZ4hW}1<393ddogv_P zzw)fM*VyVcnmu$r8^-6l>NZr4S4u|zZgjCY1VaB`Qv~*(qW(v2@BaI&KJR9Kak{;o zxfbwwMT<;-oGU~rHH)c1O8K^~@Pw*l8Cd>J{daZn{cHjlr0>nQd`jU)saQ_brh~L3 zt-?OssyIOse=!_g_G|6X*EOnv8~Bbplt?Rk(5jrEAq0+;WlaEEgNa=|!p`C^ zy2u`v|7oUU4_Mse`iG<$rWuD8`R&OL(rm7emF}{+eLa9Nb)yElqEu@^; z4wb_oYa{7^Z7-!sagmzxn#upyq!Y)?hQP$_3e~E9Pv&Gavp!ppG^^%_HePAot_}|xR#=LiAaDHYN!43rW6%u;f790We z0n|XBZu{7%-~NAb+itD@iQ6gxkuN}R_XnV#U-xGWAkO#oMF3zj@$;I+^7ko>@qVsU zE=;<@Lh4lL^TA?JRT}#4zytko?KRa;6j9e&6cwl;o4H}+qrgNsB7=PC;L4blxH1)` zVkCz@M?R5~LCR`(IZ!xmO0Kvn2r3zT8Cs;lKh?uYr!&?(BZ`~Mxgg^13(L%x&|55< z=Vamjwg@>U1D~CBCSV z)e!3#LXF*-y-w5a#;#grnyu`%5LNgqKCom$saKyBYiMOeY2-Xlsj^8(y-1vYK)+C5 z>gcnBQHspn-UTmYU|Ho-ad$x`@~)zDmaAtg=9YeasnFeuO06NMIT{pugcNiR%p_Ru zJ*1`Plv#J1i#SFiZmk>BQs!OKpMEb(L{I(4)FHT6K}!{RWq?kKHuT>h`acxuKk)?b z|MqoS9n=GO_)7f!H@!TZYJ52*z^Pz`3-)JM)0oi_MIU^^&q#)FQ`3HAwVZ0H%mBUI z+vKU}`R!lH#c}Ye_tAB8 z?B-SI(_EyRh+jKk$7kIr?bCNB_ia=S?7WKpfHs;nvXW`{zQaZ;UDIh;+13By%Fsw@O?&ABc!%cOS{P(QMR6Wsy!qU0A!t5k|?i1t*F@Zy1!pHJN9f8AJ}i z7{O{=6@qlIvT)N;aE@qZFVmo-@8^yZIEKe~sE@V4sa%Cmo=zlBJQbMQuUKMSfamN2 zzn#d^n?H_AHoYsK^Q6m|b#2|KHO^}=lEi-6)owl<3e6m9a_$;FIwYE|;EO)g;c)+l z_#5-_%6*#Gb6#LX$%&e!Os115+nINFi~s*dP%MCf-@YO!(0@VSzxHM?+t+V^cfm2= zVuv7wHwsbOXoD3Y|4`DLW3!5=3_3#llD@erxgu(8yN@69DKJof14&wmA*Fqj?BJy@ zbx6|eQn34FG^m3%?(F6%!xlG6Bp}ubN5~N|TaelSvWlast0DH7Xa@6)vxe&iKNy_B zsdV?}xFh1XLsuK_xI@TyM3|m)_B*P57%)!htPoW zlJVY8fVw?7)~4y8-ye)iA_V24cUA+hxmQfJPeTrr8Ivsft6xQAGFqe~YGgiJO9)$X z8NO97L1|(5%BJZ%QnE>5>_w^ZWhN-O(VKEW#U$E&<6@YVY4C7J&&mff@zY)_JM<3G zM6fAZOwW^v5p-2$9AhPuZ0EQ~9dLDpR{u<`^WkbI2 zF~!osNbr0o#26bt8XF9ARB^&NFb0ka>>oLa$wUqok@B?&y z1wwqz`3e38O!okMD*>o)OaMrsS5Tm@Pwa0)!Yv=fcZlVzH~i+5@1WNJK&Q>jcebgH zwKRdO4zy*u5`(Re#voLTVbzUIT>hspc~ZyPb+VRGk7azT)GW+lO-sKBZm5kFE1thlujk4&`~a7jbBwRd`zphZUnnGPL~M_Vy-E6`6|Lt2_vow@UVWr37H$>R-2!q$!pPv!X3praaVT8 zraMGCFj6Z`+*p3JMXOruOCyT)lS^t9#j(i}%H%_EtN&HkEr;m=mAOEdF`^Y+?UKX0 z#rv%WTRj8Q5M+nB^6ap@*3B4O4?R~)U;&-sQMOaOziKRh+F`3ueycjOjpV&M&((co z;0*3VYi|CO-Sd3HMHdiCb`g}*ST_4A!%fAG%X+r-fWh$6*X!@na_yJ*h4n3b5_|#Q z0z^Jr@xNJI{(}{!<8NIIE9_hM{1!iZV*!8)0N5QMmkWRv@WB8;`*83O^xxCn}rSzfvj6gtMGz~9D$$xiLAE;i05wk^%a>81{#OWhAit?iONcW z5~OS0u0KO&TROo^R@$C790v6`)GUq$4DRl;q0+(N8kxa!Jo`~9vKH#zRcP6~XzYr@ zZ89nAZOyP9E%{@rgk_Kn{pm4W&|QU&P^>&$^L3BSs5v;EoEUkZ{78 zoO3#<5m>VKDCmBXjx&l5;c3sdR7sG(cLKj^8E*mI;UplG zRy)0Ya@pSeJo#xadxo-;aig@P+6~{^ybREYZBo6Ma9BFOwMlCS-q*QQ;&CXtI9BkV z_^TpjM9}*;Bp^jaqRd*|OT{8Gv$Pi4Q{v}?z7{*^Mq7vHej3Q{|6Pz)x>WCK#UMU?+2-RjD2fXY)lxfe25-C^y<(k=Dc?Lyzk61L(1DML48H7 zY8rN>QSb`_o5@tHl7l!Mrp9y7vB{%sg(hQd+6XMghfwWhQlL2X^{md?^7Z_Pv+{xb zLm}JaIu7fK;Oj`~=(ODB0Zh)8Ly89R@+gATrXywh;8JA2(&S2y*LREDvkoAo9y!)L z_660h#Gtc)k~6bGZuK(oNLA9XOSf{BxUxN&#sYRbdc>*kLq&ZZZW_%MJ_Qxov;#dV zxAHzQf%LWVG^*4ev8?>%2_hUMfCC+Vav04%Cb(W3)1|ALP!xMZISan0A9YEVbcI;V z#WRVqzj!&!BJ}<^oDlNTWz6}$w@>a~&o*|q4|^mGg64<=SW_ph9yP5}78p|O*zA)n z=oP0}rLOR^c}4~8tTc>C`Qgdmtf~OP)xm4=6k{4(ylIZ4*8=Kwy%sfk+1VG`&0$4T zX}7y-%2a@>$-w|oLD3k*&AhY4CNvu9rA7;ZRp^+wwDhKv2g?By?X#z(T03R3K}(#< zo$J78;}Oou3g7qh)$YH%s9z!gY=plz4lv~ZF++FIdv?R2jR8Yvcdea?!{7H_R>pAV0oyQ6vLQVUc2V<$ zn^-~g?AuJqFhyd6HvA#?aI!<*-zz&|&IK_~nT6PP+qLhM?lmNpZ$U~`>==t%xju+S zFC4DdOLCa6LAeukj?_%U(KSM@m(NKOjYzEU!O`#MWCUwZBzlHWH;G8L=;1K<59W+8HV{Fx1tuEc`k|5!F zZc}c~u4l7$+*0lRVeT*YW3R5lvd6Vtc%)RtiuKaop&K$=55=uTk>XG&P&^1u74O*= zI7drA#bU_mFGJN`xoM)sS`Mll|4y^mXBTP1^&rYyG--`)O)%C?7T)tsQT*sQgKiYo z->jsIkmOb6=#}&)h2P*mM{7AJ<4(BQnsBpgvi&Vd#Pwj9=gApc*)Z*T3l zoAFb`)cKjC@)$y6XdtcNcfgIX!2`@!9nLsn0JkNtdf{}1Jjlz4Q z=dB{C^E!!lp3^U$Y|cMS6=Mr!kP-?SB^3AJjX|5CsrUlUdOdrXHVlP@+nVw>&7bYsq_9PYjyVBLNf1#65Bk zEw}nhF-#rJqM6RXxRZE=cQiV)jjhdc!Nb&QMFu_+;8h)JI7+|~HoT~;JrBO<-GKHz zC{u5;Lc*p7DI?GAsfWa0uA!G3?=w538)UMGLFC8LzhU~C%mVP}h^0sIgUSV!QC%gK zqJ(=%HVE*`LVr4F>lrjlP=&;E>8|B;(9H_`NGWbU_h?+0No6z{@@2N{-O{2&vCXYA z$io^!n47qlWwmFMCK{}R$;KEl^QG|B9|pfzm?~G{xzCV|;pNut6-y6V3pM? zGYGlnS0Xa=WDq$X?!OO9snjdZbZR=$eHTp2pR9{Wx#=(KjH2$~A)>B5X~n9tkrH<0 zxqoN5>!P*~q#fl1L>t)nSM<~D2>pdFHktzlx!d9YdLMm}`=GnqQ8d)s1DE!VO$Yq` zV6*=Me&mw}0A4=;8=pJ$t1EoK^1CyAwcokJ8^2G%N5GI<7r^JytP(Jz@W}v3uYEf4 z_s#^YhT+VQK_P}xOkV^-b^lp4;!1gd7ZRFA5`A_eNou*na1^sZ72;p>9_UIxAKspB z8@56-YDz&`9wdKlM-s(JjQNApAWZmc`uzed%q}5{?VKer$W1-CFnww-lrwQ0F zuW6SSEBXW#rOXCb?(|a`DHyQ#CP_a!I%gDY? z2)S7eF&~|U`O{TQUA1>h9Um2Q`;iV?K%#LuF?oWg{?+xuzOI(Zj&-NYi=Ya0^&;z0 zyyYByr~a++lc%U&+jZv$Et9#<$ki}>6H-fFDDBH)o>wE4T{&~i0*d{AY3?il{y+0Q z(0#7nxS!I_?N{#9OgrHA?Bg+%TUzgrV9w!%%!a~UqOkL-Hu&(Lh}=k}QRUu|R|$sE z2Wql0{&wZpgN~Z(6cZs@CsFvnr_e8#8A|!@Qli;Dq;_|tF)1(fOI+?1$1#CV!+(&gP{#X|?nH6&N5H4Q@uzPe>M6;L0 z2?UU+28(sE6)&f8igb!|Z~d0j!S^kjod8+4B~OMv!J`|VqP!P@dpDqzNl0M~{o zICq;%5J8H0RDg;jgizg?3Zqa})#)BjyU|&@io=JP9tspVc5Cc_el2-|DegTvPCLp> zEulB_%egJrcHYiCDld$csSBcK4BgI)vDHI0GStBJ^(OLevDADjz8%iO?h^hjYvdnr zdvNASF;VcmADxIr0%J>vW)mJW3d;Y#6D0n(_#mYszdwJlA+G}Lr9YoPF8p>T{NVW3 zzC!<9yC8f=?t;>z{8G3MsfC{F0oj?XO~6Fgi)Vr|NXw0N_irL$eXqnaoecZMGjD{a zwzjoVY4%D9hXn7KWPvJT>Q#4!if7RCRJ#GPUpljSzc6#G`sCP{oHG)ug?9|_7T0Ng z39O6{wnFIifIxuJ7%%PqM9o*#?*>%Q=#?%0m@%FKn3 zbJkIC3B{?1I%4vd13t(3dK4=|8=S6Jr8rKe==cV08epa@zoDVjX zy&HC;JDd5dtVzjN`vSPMagVUMkm zO1vai5}hi+3b~=2CK^R8RRuq+0hJV+a{0XQzU63Ero7?sSHR0)H|u{fY6 zbNDox1L~5|A=lz;>kh^j1YNr2=@GA2_UAXCTdP#Vd9{$?+mZ=p7ZF#*Fb94IKCF|2 zj<$VL0HZmjbP@mLxPZy&2kCx}w zGhHqkpZj#*QTaXk4bYNpo9mbBa)!EM(~bvF`Qe$*DYj6y;AYdDh=PmUaW6A}ThgPe;5UxP|YFsW=a|Ho{MXfll=EYq7k zMx{8`n$GECoC`XnBsO(EFPeKE1qR<`n-!)~rF8P95*SAU+qk@B2wn7V8dEA{C(;+! zl|g5_07qs$Ic%A@77fzAiIE)$CazB8=ie6a(AC>7DW}kE^b1<~bVj<#@3>d78e&a) zpRhPYRX!uXn5eP{r50CFmgvF95F$MKkXI~DhyKpB9u`R6BwxX=uT8bqA2=<^KXaw) zF-DYRFBnln#7;fKANKlxJjdSR9oF9M$p7#io$=%U!uoEydBZCM0KC5dHvb^6U-lc` zD&Pfr34laa^8NpvX+OdBnO>S?Qv5;)g~|IQxa6Z^_^a^+;Nd>vQ+dnf&Y=lf`xxVB z(4cbv8VcT2 zFt{FCpz|f2!rE6A_Rs(8B}SSL=*&z$tq-xC0SM|y@>rx7q7XzY79|5 zmeUqRaauT|&Y-Ou4_N<98ohqE7HN~07ISGJ9!K{M4M8@f8~VjN^9A%2y5lyIyofO5 zNG$DwdAw2Lp2tY#?6*k(T-C&M6NcQ|Ay=>=-^$S$om#VX*qO_NXqjrY&0~GNbrXl- zx(Zf)k=lt+yLiV>9NCt=Zjag^#_9;M~FPd%z*jVci1sf+40=zIFB+C%cA z>ESy8&E)p5+OSvyg70I4RMMJLluCuW!zd{>I+4B&9JS)BSS~u~*&9*h2r4sfaOrpq z!b8axe~WwEhrXyU_N21`9p}gj?#;EXHXR~mPm&k~V|Y#m(S$Y2D3t<-U0VuHFok>9qdP=nDUNjVqo6#wi%(R6*)qU7S z@yrUgi$#fl37Nv>II!cG2^nH;|_Yr77 z#)=ut;xt{Usmki@kf5SeNkuJQ+EucKdW>^oJKlfenlT+y7I7%|+MG(Cc?DtNrtcU1 zq9-n zU)!^txCZ@$H$uN1@9>@-f6~#bxrawj0>W|s4H+SogyZX9h-JhF=eNATMS_!wODocj zr;);(Mv;-Ey$d^RV$ZdAR}{utpAG=IjH72d5P}G7B7A7xHzqRV`x-GYLU&o=N_!nX zZv&Ek)WvRm)^0kfk@Tu4iM!UpH0V$`M#&(Q_LFa^R&KziYrn5WuN zm+r<#2^;)qm|Ue_I3JKlM`Y zwgcRS|A-6b&?<{TVazRvP#7Y9UTK4r6Ee5W;M$H`-h;RqxQfGEi_aIhw2gQ^V`ZNu zx}du9?PhcbJ3Y8}%P5%_sN5}OnWwR~GSQZvA}@;6AKz7?S!@WtBTw35Cb_M@28_9N z=Px038Lig+#aEB!HFZ>NR>fOe?50^l_9~sI=ojou6>&78q`r-y!i?P5cC^fGNG0}Y zRWRH3?;7EMx}KBuJn_b0ns^Fk^S7xbDP~ELGWI6bzKUzzZjLL0@9qLZ$yr2Uf359C zl|y~N=8I3r4mUq(ySB?4`GdZxf=`=mI4psiKM6^2EHFl2*x@k*e}=HX7!E8FXVI!G zRd39mtCrrC+F-4IGv8J|P9&Od4D!4^HN_xD1A}ceiyhc3ws~{#$dai)-HXk3908Zd zHE&wQs_AbbrJACigunH~=#CnAr6tNn+#J-wwTateq{QaI&3L^S6E4Zn`ZYovj`c;O z(r5qFZg`*dQiMOJu(j1cJib_^J^xIC5_yfs8^YvQJ}@bHT8PcKq;!ua5+_6lM;$u~ z@dAkbc=r37i@w`?v)_A@0|@yT^fN>(0KD#*oz))wM&9i)I_AR%z-E0rlD<2M{CEKX zUI5K!^H(a^7u*NbBcDCs9jyXD)^qT2Qaa%Wc+L~fkUb?9kspPmBty}$6;uWfc{9Mz zrKghYmhXz1j!5Luy*i%;?_^iV2y%T_P)a6doNLSXC=%rv`73D4CKt^wSzIWu+WUiW z3!h1<$3Cmpx0_c*0k-n7gSF4F8A6vs#qe)Dp|C87(fOrMQ?7Ci9_R3ll5eJ!6b@Gh zg~a}KLorT15od659cJ(Qs<~5>UfW@k)EtUI2)}EO3)12c+`7!m$ZJ@QTCGfzhLCMZCMi7%oJn8rQbq4S2y*7)v zG%cL_Y>kOv9C}3$T#+$bv|L?HY#D2;POJ%Sk$JA2yn&coR~jVPa4J|4%pKt@5Wy&< zuD`$`ouBR{n0feT5ykXKB2lNA2jA~$N_85)tk4__PzO02uCADG%YCHcpK~XV=VaE8 z0hfao_r{G~&K2RVSy&GDg9y7TXs;2*;C0kONh#@rspRHF%=W@1B>$Ap9=8Z<%Cy5^ zn@!-zA@I6oa_}u`9Jj__Lrb7na`}7JdB#GMWu`qsAq&-9B+83 zVH`{%mRi6qtX$E5y;Q~{Rb)$}1K*h?#5+xsIYl!H`DoiOo0TIGvCeDb?Jh~Or(0r^xY zaD}be6LsMJ)i|}wqp+(cn0HCH9YffYaO;TFUJhpX+9;D-OrF__^a@Y9P`Cp6Qym1; zB))2ylx?H>V=nQV3T&1bH=7QUt|C44Si7Q?+cx)l2lHE<2@aG2fRvxC>mgaV5VBr( zb_wvkQizLF_fi=f=S-L)6*3=Lk#jsx$%^Yx`e=U^NU;VxrGC7n52uh#&j`ogcnZG) zM@X76d{${%=@mrLKoUE|_hdjvp2Q+=YZ3^xH z4XD364p)GwpP#+G-hkMwgufeKq37cFGsb3wv^2y4hDqwvIr17^x=T+p+@N*jWf!7u0`-wcdTFaw zSCsN^|MQ^GnbvOSDq6eIkAaGhC>$T5gEZ9WEb>?H z#<40sy;I-o_PS`0rKk}Y8ZhSfMSEBK^W&}aG^kfTgnLXb?#ZBp>(`P4i-4wx%=fWP zw>zz#myRJ8*Av=G+M0Ot>Nc9MSRgp1Q)-%^D5Ad2XA)t-73hp+5~M@3q{fx#Og>qr zP2_PhwbgXU768FN{876oL1EqgWp#vl%*+3Cv#lc0&vahFa{!E?w2gK#K8oI+b;y2s73ZQ{~hvIYK_Z|K2_51&z zOt=3~=Iz^eYtaYiBj49hc7+?IyhT_^^fZqqVZPHjd{t&jh1<5T-d1)P^1K7YE#yi_qUGhvHd6QK;$jwObQkD-fIXj(O$m7DqkI9~3R1ymlEE&@FOONm6hDqm=?7f1phwtYT?XfZKAjVNNrB*( zZ8I{Fp4XwgW&9h#O!~b3`2&BkOa`g4A%eIj*BMO$<9JKTZw{R#eZeaCFcpbAH{;DA#Y+{yd3awQ7<6~DelE~`t1Z-CqhA$UQz)3KCp zau<{48P0hY?bQZ+%8gI;ucXA{e$Ju8kFWQgJG?l+m&oTc+pAq3?2muLvpx&(`C&LSp`#N2l!6>&XqJ#`5k0c8Q~>LQ(zguzI`iGLdEL*y0X_^FuT^v&#o zIB3>T_=w=RTA8-KKsgJUZSyO8fyZykS#yzSoA%iy+o1( z#9sKX4||U_<*LgidE*&>`F!fgg{e5tWWn0%VbA?>{befp_&2QEx4%j{Sg}Qh+bp$$ zB8jn%5Emn{NH()vAt($AHtxrc(!pA~Z2E&r7oT+~S%0mlJ+j{Mj?dNz8A&qdo+Q;q zUvh0E1`54%JC3hbVVU0FtxHF*wb%3h1PLZ*r$i5EZluRElUoV_h*7qPNHs!f-+ z$7e++)mRn(54L|XLjV&%;-A6jdC70q?->u~@6PSR&SCh;x7Jd7&xZ_n*lEp@K2@@+ z*Tpq`LVD(eE+d5HUM<`2a4(Z`Q4B6GTuK#_IYpqptoI4lm9fh|%N^!q;$+iFw`*8iZM+K4o^ZJ5{jd!Mt1x>!39k>K%D}hr@ zxGlz){+zbB28Z@o?YJ$IosWFj!~OPgm83chJ65L%{+=n5ALJ(Y!L)>1^(X&i2sob? zD?iI`i!UznRVuAOMv#*V4b;k*t+hv@JCa;UnGSw`^DcP8TjD(UjnQB7r}V8)OdNdM z^~O&JArYf__DYEHP2KlynARu#zdkg)68?gPFvHHm?Lk#^GAWKJHTZAGWW89&!%S4= z)74vDahA{mo>h{5RhCChRtMnQ^(VV2`a9qbPm=g=Z|$OPdX)qiQ9Vr$tx>CL|DEXDH|mT@29Wj?0(|E`^(2=)&*XV6=l_;w*~t_^lA9MM9V2~S@CwNd zl{tk&*1cIYj5<492iPO{d^yX&Ood)*i{Abrn}{o0_7%;4$QeGw;L_k&d$){a`K*H5 zp40%#`-GJuGTI{qxj9vcl1Wo-iT|PLIxL`2-q2}{M-t^>nL4ja@FlQ%kZv-rBWg|2JD;;JezdV=5xj|&T+uJbQgYx zZ5=B;(KVaDyZqEyH-G^@){r#9NjjNemf=Jz6Rxx^*?jmzA^9cQ!0A^>tVk^Ay%yR^ z#vk%HVbH>9Ek(RJv~a{xR?2fq{X`lC3b`22e^Tc6l`8O+_!arl3iCkqK@9YQLk9qQ zwcGswKmWEN0q$P`t?#}5Z-CTt0Lk#z=Qp({55QY^0}OvFoL4UkSAHMDlHP<5R-bqh zqau!+Wr0eQdScw+hIUt83$lnFyh|Ln6yRD zNzolu=sfmSJzYPqT8D@u(Vq9b`B*`yXVEln@nE_d)0ybz9+Nz;`!|uEj3y@a{2&$!C)DZip%UYF z+($9J*_k9)oImLDCY5$KfMm#tDL|NXSJ0N&g$e2*O=nj9qdkFGCTRUGEhICUTtpe~ zMqOFIp2_d$ra$ZW{%=jh>Q1m*fN|lE!6@XI@u5`^2?NoUXONUu43~qq{vLARX2R_K zUuKWdRMg7sh7<hT0~-!GvROdP(z^6L%>9i;OXHTAnL9 z2+1Oz`QwhG6*fsCNwcvftU))ekb*#|@$`GFPrFPR6y2sWEoq-IB0E>&ixkpEJ3jbY zOgDROAnro`MRjX5NiL#}Uyrj%$^XlHpQn~AS{eRn+h-aImE32!0R`ws zx4o@fUCDvKaJO8|{%Ym~ET?_(TrQORkT$MTs6>W0^Qd-E6GN zf@Z9I@$<#hul^6z#~JiCc&5KJMM#-f@7q&xf?|iwz(UlInq2!+aEp63IiywnDu412YOdLeUc{5sps=Q<1b!4GCnkgGXfEg`SJ4BB>G+C=xIc!+6J1)cH{NXv<+`54Grqe0g&z6+_+klK zlm_+*XlsDe0-h415f4`!v6t8y(%Ug50lAY$W|-AAh#LwA)#tZ9kQrf0hj6Q=xA25u z=j~!!LNRj3ytkBx6_=m8gpgZVh8Nr&F#~Jkm7R<)5@u`WIJ&|&dAUKB1uaZd@j9*L z`mXSP1?d|KAZVIiOS|@Z)zWN(ZAHAFZoTiO$(%p`km@D{ISe!TXJ91H+^XHv+LanQ zSqrn^PJ5z@g;HEW^3?sr0?U(&^<<^f^;^BO*w|_sax^0)N}b`Ma`dQed1Ssf8m?GT z;hi3kDv4*gHvytsccp?NOLbT&kD2>_7@+^kaliX(q+V}c!^6Kb+@ZNnfI+1gvrxfH z>O%v$y9$9j&8EfvY$@eXcQn=pbro4lfG5%0eZEg{cz0F$i3gHb1Od~U8_X-w9(u;Z ztglfH2+t_;{<5YNsx%v3^Sxtrg=~p$cu|x53s3p%?fxPBOCkBZ;$ep{zfZ!=Feb3} zVEoUDz+a*Ec>UjFU+VpPw<^cAX+3o}_jrU0zaZbMNR-YGL072q$TE2yYmgM#j-cpt-U^$? z1l;$fW)~{$kRZ~_C5Unymwy`?_hi8->|;hZ(HEA6Uo;mIj3`;&la}3IZU!woA`Ly! zl095s=;lvhJOAaTt|BRr!#Na!sPhDkH#1L;;)b!2EgHjZe|wYzXa5;KxAU8sZB;vQ z$_H#69CoZldn%oBV@i6>W`F1$67%7>D8^AWI^eX~rH3-5OJ4GRDcw^R>W96!3=y*EF=zs1k{Z=LgdjLw_@c20VW zdzS%yKmY0#et|#z1EPRSH*dhwS7|3;>bCkzEo+6TzA&E;ry}atz1h)0Dctpbm4`ar zz=WgV7Uv#tek8quBlze9{rR27rMU*0F@!BNL_HA{Y*FAmfU2=JMJn%jSXO^ zIF+0eno`fkr7h)3mNEx~Uzzrq{#4PPw#`SErN-L18Om%ub?|eszN2Kc#4}&4hQ4AUNI{Vh`T2H756$` z4=w`5#@1IM%_Qv60!uxQ7b9+_E(5_T$ETZB^-Jl@=bifdzO~b;&4b(Ga`k5^VQm!$KFdR5tBoX3(@8 zRbkrK_lgK4O-82GKX6Io6N9{cCnxUlc0YUd7W@$XUcd0@!QPVJ{1Uz&`M~&>HT;Za z2z1&Tyu|-BbEN})hAcVf+-nZp*eqVhrp3dHz4T3i(ocM+{wq54Z8#5%%^#RU zNGG6^?5iEg=p)P`W~25=?H@irHCi!@R3 zKs|VGT=vt5EYaoTJjc()&gCs?Lo{-1*1OuGgx;FQ`;SLA!{4TMVcGQ89=x>^T*g9C zBYz6(z{>rpKSuRGu>aS?`Cp&W_YqS3bKX7!F8!82o?ZNKzzUcMvayNcIrRnJ>{TXR z5m_8@@6QkIQ2H-~%q)J#dXg$EQG_@!6Nn?{>@;b=Scdq^1 zHn<3BS9aAC@bQEi!12`!b<-vyX%^-)6_ig%S9=;af!WNN&cf9Or5J!-$b|F~Rw5(P z!@{{z<6WX!aq9Th9NeJhX-#0g+Nxr4y=ATAi_a8<5KG%yX5ww@ccm;}bG5uj?flI4 zCf@ENa3G4ay2&7jXAF zU2mJQ?xVBR42g5m^9@3}V0}KwIiPtYB%xU{!Uzg`DDbpEV)&y=%&+?L7BRJlHU9MM zGtHGSSxScE>0sntSa%mSp=M==PrIDz7+%AifTvXiNaG^toJH^jdee8U8s|j z0+pz+#`!|p{&E2o{s#x;AzIoI_$Ww0N-Ne(9#H12Q~S^-b@yh>fwJrO)pZ#BgABhvO~0xFxr^bP=875CIcSV zMT|pDv-HAbch?U+t6_29qm!!N38|GO(f;#wKqc;EWT)_Br~|4d23B)l)EaF%+kN$huhxsLwRB-LZ3Z zw>@xj;tUs4rusxFD4sqUZ3BCgde>HGGv$U;qw`BO%+paYK2?$GHojWDjmEuHgubsNcTXiVWcLE*D<7E`d8B>VBj66_yAWl*ld3p$E?lfm9r$ zs=1gta+dRjxMEaEXCz-a=|8`}Mq(Qsm@BiW{bX&K-8GQIbIPxk@_9$fTvb~(Et01A z*HITQ7pP2%3S47zPn_tJOCTA}(;PTn1TDu@(|R2IYNsGbuMFqNB1-hzKcjN4yqHL7 zEV?DkM`gD-T^FaQJSpV|%|27QWR08n7rO_#p6dAY|!RwgCXZ=ZwS{IT_bR=z1X_YG|_D0~A9 zF?@ozO$5=^+8^?dbo}4A6um()KfE$*2>ThIZ(~9jVRxw=A53t|lr9Q6V;H$z1x=w1 zD6;5bMa>{{eZk5zR?|)!M~{D3JV6Ll(rp#NY9`_MishwHPSu1(hwjZqc<65OHl;<6E@>L`T|$X1 zHL-;YD_D_4uZTx@=vEvKC%RPP^wqIDDw7z;*R)-=;HA5c6_WX@HJ0WGuexTeR-Cwu zaw992Mp)BVHLDT_BfL#49-49LOBiF-0njcgQ`T*>5mu>}W(+&hM3i{2VD4bFLf{r| zOF^ns?V0@TwWPGA-XEn_wGoG#6M}-vG*6q z`D6T`>fU$RBqK4z4YH`98{v>7_hY5xERIPal=0i4$~?A7qgnI17BZWNkp$aeClvq5%N&b+g}?ePnoG%UHO+KaMct&Jjv&hMW_j$E;9 z=1gPBblOunPugZ};v0oK7ys5P^JrZr60=1T2ScyGBALDD*4M~b~TYpP8 zJ8AUsk*dY*+m2TJkYT=9Rpx)Ji#3J=bv;==jYzYW-tbU4$bpnN;D3X&Isu21^%YA% zhr$PZ_I?{^!M~yC$MfLb4#HgTZ@h1A7yrjcOzQtHz0&#lZ<wsC}6Y>4j!rPC}Yk@x;ZUl9{Nl5P~yI-$M%(-6gDWKnH<%bRn+LLgZ3VCl!oE zB0zKnBF|uwZzq=9xfM&!HWwSMyM?0&U7*dH%sUM;>eFs4O=zmO-yNO%lQAppBTFkj z*gTp=&~ECN2dAY1y*j*A8y)QbpRfbRlLm)!p=1 zqq00M6EE~ctn^+>h)CiOtGBD3M7H(>R?cNv@C+g<<}mm0X<`@dQOEa3z#0yoR!1kw z)1&oIaDtx6KpL>oL`JFU1EomHxmcOKj%YdSqOvo?r(U*W*6_Av6_I72ito+qKmNfc zhFva}W~OZUmGoxpVsLI7*}n3SCub^Zeg1P=ItM2UMI(=hP^m>`B7OU|0*E8kOQg=w zdGNKH^{cJwH^~3WZtmE=fY*QY#sI#$zfyy~>D-*J%(rhk_w^cpgD9W%dd!D_?43gW zavQ)duKUF8AzV5o>sdB7=Ct>%FUmk!yl5D4LAenL4Gymx;_XDrr$QnYc)Y{2JVTOV8FD3KsU^CcFx{-_)JUdaOB!Qi zn`9rEoPH+?UNM@<7`y9W8%TCpNvQI@hb+?b9#l2zo}N{Eh~n(pzH5E9>u}LqgGuw^ z{ZJ<$F;_0>Wg{Y&@Zv2zEuKkgku%a#4~&du02Q$Xvi)d2Oq$rOU;94~WaWbV(? zPySojmJ>Ze*tuFT4I*7<*vNC4IE&QpucN_Ox2M6$n5`1FqjviKI%`%v zMF6*e-o%K0MG?nDeS3CsEtfPFcSK^mpkAlolp#*&CU z`M_KvG`~pdtO@si7&}a{7*1=I0!B$d02#vlLF$~1IxOBP;+&Dy8TDWfBBj%2?cR9A z=mh=x5!vsWDw!ZWj(jPWvk4?{r<96nuNl$B0XGJC*uzMMZGUfTjKk_kl5Q_(YIfLl zLDgU{Aoo~L=q|d?f4{pRl(%{=aV=uS{Oj1;R^x(k*pDcEd)d(Uetc2XxSF21J!MkW zY2a{`Q^xi3DRcGSH~RWn2kk<+^93w61B!rx0RDd?5$Kz5Pa=S{XaAG$Jckj0d-q@g zB9@(aASJ{#>|BDvqH$JRvcxi1McZkWciEgRfAEvPJ$1{!#rWXYTE2aG=03=QcrZ?y z;0JTjBT&DlSbN%HS}o)E!Yq(9ObeWBd1WxHA(+a5=Wic`+Ch!JV%uPfZOh^a*hJ2v6+NWu$9s%V{IOiIlybCP zd>M%0V7Y0SfkYv`Cw&OaZ`iJKxZjag&B^VIuS5F@eJ zhORd;3r1C}y|Z@CaQr`$niq!onn5TsMXp8Bx3ei0EEs>@Q!?6ppCrgoYi&$nNhI6r1>vV1!vW zm3{d0xZcmUj)X!RV1jf_9jyO)W=#aQhgPxi0TfB}84uP!E!BDMACFUIy-C?=xB33F zac(dBA^~o4QU`PodI+}BdiuWo--poWSKHGXU+~<&IexnNUl4cOJqn+Ea6l(+3*cR8 zX5O6#4kkOHL{OO>N#Zan5K|sEb0N+KQvawlTKIN^AKW?|C90^U=DcY|NY28&-J*Dd(HGOY*Unx5a4w-?Y*kfca`% z0D|DJ={@Lo$~+pl3R?#}4Hc}|#;!{7Upgx_i*5bO2J$9k?nF0Fz4v=$#Xb&NZKeD!7L6C9V?iB^XatO%3_M=3rB;Z7 zWkQ#PXXJO4BE10TY+wG2j}fF@nTq$tvfm&E<0;W>`o=k?{5JZeb1&BlG4@K zHq2f|4pkTcxUliZ6%O4eErAckmEJ`8_xAfX=pe3XgJCP|skTqv^K-`ftHp^-#Y*41 zRImR{lkxvgQt(6e5m*#)oBC$^G~lQQnBMLIl)F7zb0$Uv61E!lA|DixdQl!g4KZ~o zivMBY_bxlqVigJ}l(FBv+pUkFAaAwh(BCvrz(A^*fO*xsQHZ5^PQx|o>gMo=XMz-n zmq7Xfg|4lWNZiEjJZbJ!7VF)DtaE89K z&2z=1*`a6;wP!`NKZY2+ochvC(_rE>;4DW!ZRAwfWW&p#jzF8TvkO(-pyj<6&Q~{y z&)mtB6z!Kn!L8A#4CT^ErMJ-Ine&mE3zT7s?YnO`X6(Z`-$apDc}OK}WT5`o5>%X= zx?@3)D-Z)3+Q{s2OChc zb$;`uFY~>}llmV&(E}7WaC13-_XWn%Hxv&F9Sn^1II(BDbJ?Ut``t-DC`7JVWK`n0 z%b&-loX&BrqX%epuuKW~r0Px6=)Q}i&>JTo@fKNG-qt?Kh{mNf)75S1+Gz_bTk(#2<-36W)Yis^?aCu*q1-FJx zH2;zB|KPA%ld7Ej^rTUQuia`hBUGw5TIy$OX}Paa&G0BJaA5T>pjX5YCm4rpb?>-c z>)5gpF?wlz-0Qu*_;Jl6dgQb2j{8-AdEo2%O>m6^80Z-2iQPPJoXt>)JLE>rkLLp^ zUuJjb)R}aV;zY?C!zea5Z<8tY)PY>I?2#nQDWr>EYXC7nQwm5RhUd6oxxZK&&s}hH zt-TYk_74NcPnTk?Z7~>6k7pUarzz8AI~>CUH%!Eg+jmr2y(T1Ckf;pi>Az6F-pG*roO5PZ6$rG>Yt^7Dc$i(N+ z$zBaUg5JdHIi)G6*W{P8mnO#Oy$gQ~ErTnkRL>u*P7+tfAB{0l%l5`AIy7#}xgll~}k7MmN5mKdV>t%}&sb)v#b}Wg|@D|CMw;+PWyWfy(xlnSEBZ66OyC7ru> zcivAxHK!k*J%>JxM=^v!4Zg`{Hbc3bpn#>m zSe1>|>AQ)=W#wU;jn@;0n|uPm&=m-g(jRlFYHp`bIDCv>V6ZO6ncD;9x>lv%^%K?b zRdX^^v$sC2Xz$lrv3h_<-Y4?K+c42};Ca)&Q{DO6_RRq9tIsj_+X&;n{Qye9=R2?= zWZZXn;{UYu`mzCl&v1|2Cj#L4O&7Kl5M%nu_sq5hXnv(Q=Hqv8H${*R9O3u7JhH_Q zC{3Lf89$7vfc3+lu+PGYRTZRISYQYTQxZ#9xt}nn3{nymSFGHq>)LScMpaw}O8}?K z?GJH?4TY^TU=KY!r5VhxW|>AyH*jgAo`h-arjl)#Mw41wzMBnf!Z@5*lMjNHj2OqG(XiK2^pfQl{W>J=2(fslsOeI0W-D!}cWg&a50>nLu-0EF zcQ)Zlg~+LMF*h8CzfRj;bhbd_T4M3j(s6{CXzMGKn_bB-^z8&Z#$;UL9>9f&V(C!z~QY}iYk#wG0xLt2NGR<2g68~yq- zV2GY2vTX)4gA|`f0#UQk=YWwlrGWHBk1RVEaA@O<~uczmRo~?zCP?UDQb6Fi&hQIa$MtYU?SL2L5_0=EHe}>TgkLRop zwi)mjXW+@)*M|Tgos;_G$=CPz6TNR+K&E!_C4Zn){Cea#`o8|RIt2(S2MYof`@m@5 zA^SdN8}q*l7^4B|l=c)1|)QTs+AjlHT4 zHq=~F#b6ZQBwu?W?;bAuSEoXbIHb@`&8=)LPKHVY%cW|)T#%MEcq;~?yO?RW*b5w! z$l45Th4wbMGRqmpE9#h!a4e3k6X5K{Dl~>z+FxN7yXVBfJNUzc?evi z_&6kX?-}s5765@n<4^r-X~Hr2-_eT=$j-2Kk-L>FwS1{TRv5QPI6%je0Y zH3@JV{`zt2X6D?@SQ-_YT{-UN{#c5ik>}nfPtqkbXfV4bbJ#UO3`xlFqEkt@HAzFJ zyA2@u$$rX@N57nMy2{WJt~7PCu86?@nLmO3mBU{Fz#ZrV!Y=}V{trS0)FL!Lu-|>3 z_}0IMeUFSBuGi)vvq&J%wES;G#*t@5oN45dG_mV)pw8?6BKp<~)r&r${nnvDF?>-( zlw9*>6Dd613t2__sKnFPd;V4PSKN%6VGgsr6OK|-nqebNPz#wUf&1;ucvDRc{MTmr z&$1Q@Qe}6h=}N5t%>%18Oe zvc!jHRiP&cREX&@)JPOu_#b+@#Y=gv$g%wyJrq2wPx-15U6B*M7joVYuf_1xjNera zL$%`#z>BW_f9i;F5gNdEpN>~o5ql$<{f6O_2 z&};mHjgF@aOzbtx8Zbn0Lz<@qrw&y3sl^;g>L|~6%5Jk6D$ZNs2v(}lnAjwn2I*30 z2M}b;V$FAm&9NZWge;cdGV~)`^ve;OQ`wryo;$*s*t5NBKGF<(vKY3WmF$ zkNG6HU~UDYC?*|u_WYbjik2$H>ZOyPj{$*KP*$Raw$SEu6`Gp5Sz5H^V>X3mbTQ@` zKWFzIEL@ix=jMG5t2pXnQ3~YG43GbeQ@r~a@WWMEn+#&yDA{kn-sM@hUct5Ogbs-b||5>DQv8H_RNt0Sk6 zw4Xc97K-|Adx!JdMi@M1^Q)%b8ldlYXAfZ;OWrG)!<-c#P8ArZ-F zT7Bjt1wP2mTB;&rd&=NAmeNIzp5h@fjl0Y;$>wN39K}HAZUbZ3*}Ch~@`MU|r`}Ip zWAwB-e)Z@&AQmMt}~7I6!c3PcH(<$hF%m!iX>EF_2>f`UuFG2KXKVeZF`= zKPV7`Q~0I(f_?3~{@Hk+qwqx+IN%qKM%Xe-1 z+o7SByXQ?1%eHxEo&3dUrf5avB} z$7E(`^u}O9a_x5b&5?3Bog*zNj4tFvsukBo%B=zVz@p`6{fw#;nzJjDa+skC$Gx{< z&(n4*hDGF%zR)coyH({U$vwJR!TF@aGh~Hn=&~kC<+*Hh2M)tcq@H&cxhvSYuygX^ zc`;b9q*SiX)sk4g;I>+EOc~ts&)f5+^daxtw+d#QeDs%H6ovMn!p5 z^~Znh)Bx9pSGm&zi)I72gHy=23nD?-%FBR0&PN=F+J%db7l`9|z5OhOPr0wl8oc#} z@nXdpEpUMfhAH3jSC=UIg(s)z$9)U>YjI6)Km0;)le~;#ApFs$2pY>=Lu9txjK=cmjz*%HCYUyWZS%AVlDlY+)mZILc|n0NbCNan z1-sq22$kx*MXtq=L1QfCV9Q55>vGuH=NZXoOy}h-Yy;)-Q)RM@>i)G7$-yG&Y1AKR zr(A_hK|W$q7i=KdrPAUsTh-oUo6H#r_35h?;J5s%MhYQ&!`R#qvQ&Se@%SF|l5;uG z1o464?thg&*Ici*daw^LufQ_3m-By>YA;zIF+c8)Z7;ZbS<$LJqu;E=h81WSpa-Pg zDA0v97am94=xAQ~N{Gv+ zTna)KNHD&SBv0L!ZjdFM9m^!q3!M({dQd2*`}(qNp*b;Cv_!aoXV)_MzC;_5?w^-=vgJdTj^Z4lH*oR2KCtIDSq|1 z+voC_x{(<_WBaT#=|VMbR+CSzELH)8BzNH9mh>h1ea8G}1_A<<|BbW28L0O=;FIwy z;{`YXneZKcu&J@CN(Kdo#gi-b#uG}bio`OOp0CNOSj?`Yi=f=jc^Q#FxWP_d4201o=m7{OLlrlJH--w{iEEk zm12BY)Zsx#CT#N#l|i_Q z-e*%?DxOYq@GWW^`VGr8UE)`gQNTH_n}@D_0JP5ZkppElim8)Dl~^9+bTpfnnMy?* zUw2&Q?2U{rVcE1u!uUa~tD?*+RX>s_ifbwVi_Fw1_dMet`&`pdq)i?aWQkx|>z$+9G%dA16 zJI>EJSi8B%b`;y111r$k|8mgbJr@(|up6BzX{w zX{dMM6M+rm6-I>iqJ_CLVsC1up=uTXeWuvXbWMN5Cv|jBpvtc(MZcx9Ol@_?1eu(< zNV=d`Xy@;UvF&;rVuK7vkA+duo87E*i@&Eoq&iPs$?-tf{gFqMew5!D2UzOIQ zg1|K4;ttA3cVN`e<3b&(PNYZbjJs2Yq5hg_Mha(R&o$snwLVOGT;~}FNZD>Q2uU1}j)dO~4C1dcbB(vbthMqtGMWTF4_-87M*{`Q)4edOzZ zxay+3qeM+6V4P#wJ$9~LMaQ&TW;8a$6hrU z=|F}K0{8%Cld3uau$+$W&CO@s76q^bYs#J6Y_28EBxlo*)bdo)TvzG$&>F$51IUci zJgwAOyE?C9ZrN0<7S{XzWb!4RFQ-DzJyESrtugOZJbW~8(Tba@-|14th^OjJ)vowl zH})f^%<`fk`Vs&e zmO?^59}Zp}4N&k1$fd4W2lHrg2baY-WF+>?enzqixThHm5vycUl&AE2KcT!asyevJ z6S511ssi_f2SxnIY)~^n-d8<)1Ok7 zN}Tagb6Q}HOm9qMJOc;Q+{md}h_g7keXwFcM2Vo37(t$%txL_e?UeB-u-HiZo_Lw+ z*5-ofN#1mKSE$>IADNwq#!$IpXmJfE5#|-QpbspV${(gsr~nBs9E=w z`D*MjyJULxpO_Dn4gl-E^#2ku-LD9D*Pnbqh|2#sk+#PHKYxtXMJ0Lp*CTj^qQ`3hbi&8r9Ur^yJviC!*>>~h8YdWE-Mj?K-8%{sP&M70G1urQ=gnM0$!C@Ec(M|)Uc9H5N(TG}~to_jkkRvS$a3F{CDA$Bzh zITKKxswh+qB2g2apF8+3I!KG5Xa&=-kdn-Q*K4FV+1)JfLjc4pUn9PJJ!4dM!O7fO zTmAxv;E5NOX6T+Y*BE{~X=aBXKZ5h{#iQ+lj+;UdtQk7%vW{%Ky%ors54soaM=QVg zj3bVu(Dz%n|1NX8?0bVtFaYzTZY&B3U`pC8LUO)Yk78ZsmRb@jYZ1aOjc?G|)`@gu zFqZE?YAfTZ`7%@Cgwy@*_|nKEoyvKiKIQ9nb(s{cv;J9{+FnBdH)PB?K^nvAyl!d< zE8hRp*w6UQ7Ct{=S`qz``}moTFSX|<8z)Q&+nxjlO(hGJiAkHimcZ}-`U1Vl0B{3; zfYMLcR|jC=I{;S}ApIHj$rq7h1L!B)OXvY}u8j)P{Sg-n;i}%LPo9`x41al4>h3TW zn#EcC2}VLkxksgV@r{ksD|Grn$!yz!a1@S7+V0Jc*LkgkgX;FeM@Gv-Updi0K-L}v z>L}9Rf;Rtw(zZY4JblnZ?@W74+7go!J3ujYo!hk0)zECx*Q= z-&MWMyoNV?`Gdx4I|U~MWy7h&0GI~ouLVH+=kgRSp?zF*I(Z{ePQ0poXdR5+Aedo_mz2#e~34~ZFIh{@G*-ry%?2scr z#C^o8yEq`&LWG**S!n)E5=+Orjj}(SMUvill^e0xSrFBX*Ds2&Ys0+zt?f_oyM}qN z7H{;XDe-LE(7O1<7MFE-n#g)=eUir*7nq7|u?E6NiUH^3>-J{pheE76uMUekFD6$R zr^ebFtI&jz7gI5Iqcth z_7DG0dQndX0Q?M~Tl$|2jKn=2@CK)Q)I&lplkjuXZxkKnPF;w{%^@~=;H+?oKUZ0i0Cz9{nX zk|_ImF^Z|dzX2gSiduxyv0+5n-1lhGt7Bccz@OGWYEL!;xswvBO5kEs;@kG)!|#p~+rMo=;nUUV7K zv(7Qvf{tC`Y~(b4@&>0y&SA&kDU7p>R>#v>I`H zk0fCwS7^k(_!U!1P=Y>FX3L`3%i;sGd>cI(<-+Y)+8~$PXy+}JCtGF?;&(f#VAifZx>KtFmZO4m`LGvB+;9KohW32V(-vJUE;)CvgCc> z4uz$?)0nFbmAG*%24h~TtbBgNr*T1264ODP!Jk><;p(3o$leeFZ=>4HBlj zx@XMjxyCA-pKG};wf_8Xe=IgE?4*QXxwKMJ8SBXhh@)zWns8Vh@5b;`f)mj-`SEVp z+9(E=ELj-6s&5EB5&#FQKHHW9FPbyfF0SCMLtycc!qE)d*zvk)hMv$(N|e;A{B;sm z9ZZ5aV%Z&IRGu{I$-%H?{gzOoAYT?2ZRLYA-|OM@Pq`N)vmV0Xv&K(3JM;0;vL775 zT3H?{Fv>xUzW&S;BmG)3P^;K4WLiGq97zeJ{`sor#5DDqJ^JKi;$%f7I+#QWi%BI~ z@Ow>w#Jgv_U@H|TtNaaG)2ZHMJE>|_Due3hc63|C9%*XKafFDqR-_t~atftKwuclv zOi~2IR0gZO+_z8Q=mY#vhJfCG4`{&OL4fxc5j5C`EB7bcC)-gEjqlheg5RZ;VTe{KO52;K#Ji2>(I~E{l+JT1U#n@|q=IwUbhnYJv56pOa*YxUmKM zSrTPaiN!9y$^FZnsEk44spOq;!C5+KCJ!7tM4|^Fcv+LSlRDr>HEQyp^`I`sv9D{Y zsM)2?_iVb|98wb}>*Ggqn}!BxotvB2B6b4=v~y4!NqPXqO2pY5C#fUYFi1Z!3BLT-^;_-1O&*BPLN z?_;*uzYJ6HqlZehG^@G3(vjBjU{P~O0$#Dt6KgOZR$cng6j{#LIl5TkdGgAlXXBo3 zuR&kR%vYRAteL^DbNkgIKIi5r(1pO~vrGS5uV(&HScTouWu$$}11*1HH#AU>nWo43mMRU^7?S+saY&s@B7a*g|CWuOOu zHwp;-1iqHv0Jy$@PbL7(lkSVG(hqnm0Qf(LVC$>xooyx{9T53yoBz}OzT+uepri-f zwLT_ki*%g?cW+UXvLEK#PBB(aOs;%$@Ude!LdcE2MlXS3l5maG3-cn zUM0>$nYKB9zWu9$hDb21G%0?U=E-TdbSX7WD3XfoTb5V*_hrdpzU>0A(|oo~P#SFn zyz1^hsSlN%S*P1jB17;QRz)e^vprTbJqKX6$~ovVsU3ULh%#R91AKHW!5==y2=F}b znlt;yu9B#Oe-jaTGBuvaDKNwnt@ycb1$n`)FpSUbx1iG`KW4ov%xayfsrXIMr+Pd#<4gZlp*Nt!oqn{`YI{oID&79tk>1TM}}b^2TulBZ0wbvsTHxbBLbfUgXY>R zv)M|83XtK=nZ3)rFpDKmXX!^28|`9)aMg$X5~`lICT!)IGQHH(&AUksA+`r2ULERR z>&cO0(Xeo*>Z|$N7LfubdsceS?_?$B$mzvk#bAb)2Ua2zPc?0sO95HjwA;Qw9q6FP zHxiHwRBO>bKX=ig{`}u4BdY)0JY7ENNWnJ%U&d#?A7Q6GRbM@Kj#~g5-8l=^ynM3O zg1>pvkpi)bL6kf(bgxb_cUqxH=t0*YIrz8Q!jcH@&@~A-Wjx$wg$ zHgMO%aD;NPb4Wp5DUtZrl?DXFRa6RB0#>eD*?~-143aN@B?LSaeqv-7wzsQ>Vx-?^e++wMIV3O30z!3CsP8+iZcE<2QpTNp1>vTS@QAZ#@U}W`qw;q7NRTd2O zQUVuJDiK8WJe=LeXoB|qMT$gD_0Ff70YC%V6Y>n;NXQ^NCcC*3gx`~hTeGAy*hi(( znLGDcja!?BgJA3>Ugc1^1=0x+^`+eh{DYwe%25{?E{@l=JJ}|#5cRwCOHxbf-j)ag zDYFY&J1}V5Sat$w&zjTJYMhjqXqR=<4d$Y#6Dk(J_Y*=dYvDjYzL@h1$~N>yMPO58 z+?0V_gFAkSkkv#v$Ml^}oY1hB2ibIb>hY(l=WPm`v z=8h+zz2C_7p!#AeaKup|h@843g_CH6ziyMxCC;cWFw<4mZjqHNNE@j&V8YQ>yxyqm z=SCMN!KyO#MBJjGrYf-1PGxLa$NSw69DPE$R6TYCqpyS}yTamHMyqwnqs_vD$DVef zQmj%18)kaMrOPz2n4nOyJbTWi&fJG<&|JPor_O6=X}IU-Ez+COoqva7%PhYdLwlr7 zJ%ibs4Uq=~-*iEL852F7!Ov4%=O>c@%wf>^`Sil67dX!v?9!UZ>QTC`W96mz~aj4&)&ZOTc@%NXrXQ!59;)dMpzR4d>V!z6j zTEG_LD3Mtd1e}d5&i{~$qD8<!B<@pF_dSk-ia<_n+k&0!L9WBll^C*y6T!u~yX@WL)po5u-`;792McM7WjCvA_q;fL%{%ZUL-8a-_# zpMpF{gA;Me&jsJQrG#{R^F%QtA_KJItF;+R=f4*DGCQGPmkhTc1APPg3hZdy=ZOw3MSskE*4VA%G_LnKEXltCK1OHk0T6u3)Q#H5hU$pgIxYU-gyC3+@3 zmoFE6=}~6&CVsS|B+*7f(a8bJh!HEOZiUdU4&dX`Tv-lXa2nm9<8p8Q@}?UhB4tpc zLvhyElle?CL*kp&j;m`S%DHXPhvTIVXTK{;-hAb`%pGjwThP{t zCUJC{vmkzv!hwNAtZKp#6|7u$l*bx*!49z}Bf#(DDGYm4ak zEB<7CT!_l#IYvrozLXhjEY>Yv>3C3Um0pdDyI&}pYZ5P?7Bbtsf06`lIPO}WD%z`| z_9%^ooF2KQc`9oGUsTTm-t|U}yFINk(GP85x!WyD33|0CwR6E6SYv8A@vZqg}hqtMQ|4$_+6s?G@u(%Ehqnx;bI=}i(oeE3Z12hiY>|Q3SLc@hGi7Uu2ekq zLkw{n@neK&LxzPR>hs-+L02let$(i(NhwA$j5JyM_?<61cZ8NJBgV3T-Ayy3Y zSR`lhx`$>_@#!DuJK&Gh%1jQRrD$2m*Z-6n^`_`;67IwC<| z=qg^!Mjy>kVHr2gT>#yPu`v9lc_XVdgNdA1e)Q6%u3mA`iP!D5kF1_F7JaIrC7x1U zKBU#|{T?%UWMn!b3;3$f`woXdA#V207<54aC$grwIo%|g@bcHGuIr-79GxRJvksc- z7HRhNXEIm4H(h6+{7w6c!Y8ShmOAVGSDD7@nw69OM=^$K7~9a&U!)vkl`fSgxbzXVf%u8Er9`QM{u zL@1T`-R2Zx#`qtpfxibJJatFN0QIOXvR{mOl9DZjZ^2X-ph5; z|2)3qlCPXE;A)Z#bnuCSV{tm+vMd?Ulx?)DtGK zpN&gmR-xtF>gLZzLMa$iQGFZD$>Foe#gN8f1R;_UJQ9Sn&F$i7Sh(2G%^DJa9MXFDv_+-^P$3W05vD_Q*2eDeGE3b}od z`6-LST9iZE54eir$xDy9zb2jY1mvgYwIb^{LU=eX?X!DzSEP@*9;Esz(+Vv6qKcUv znh@1-@&?XT_(i^5IJ#*>7ld1#Bu}}SGod>%F~Ya+&~~dE+Nj8+V?aJgn}#>rRNNPu z-wwv}2f-PJ3p`&_CbjXE^b`4L;tIc9Sux_b|DsS%Tt6ThzXR8jUf|1_ z4T)tD=)_r?aT&!E)yZs~Ii~<(>+~~{7NkvT zFti>8EnH|-Zk0}{%yB5nj-;{xJaV_J94xU2)iS=XtzfB%royTBm?>EIaw@1CYs{pe zE-G@=15t#(fX+F~EJ&cKqEWXy4lOEbIWlKMMub+z7%SOKwWyNq$kL-}qLn}Y$LFFE z(hMqd4t+U{VNzhgeo4P^l<63A_`3+ z{o7SXMeb}P-IG;ZkDQS&qHjW9lYeBB8!u3UAjACIW#nGw@KgEYpj#*|<>kcBYJZK} zgPsRE>LUMSow4%@#7cjj5)NdAGf4nV5+F$`287Iv;`mQp=o6b$!Zuo2uLZIO72 z1%1pbn{amfB3|~{?srY{N92t59N1Fm4Yfc;&q@~W65njZJPz3;sM%BG^<}>sA+-pq|}qyV?b|2fuN3QMDfRsa-nGTBvA@5c5FPH6l)V@M%+b zNTm}#Z_PqyF`jqbDp>H%J6iPJnsH4xo+p* zo>Z!o*BK%at=^TIoko7U@|Xy?ql!U)*>6y*2%}zm$UHAXgBelAHmZZj&@W-?I@7(t zG`fP6JcpgQ?pkke6-Rm>u;RmAV0Z4yKRE17oIP-+e>QAjE0d3Mz90jneSPr&469LP z`bC94xW2M81>|zN?_XY9Kf_6Q6pdmA+2aRc#l2MtTinZy?eC!vYyiOJ zIS(JZE^*82@-Zk*E-evps}Q1;)4M$~Pc_?dwmiLjFae$!l=Ti;;t+Z87O_I)jIvG< zECCxL^mhv9B1{-wLJ4QyqX<_*6$4|J>U9A-Jh(6yX=j8vEcyX3eeXD9A14- zdae(828Fv{Wr2Ure@0q}2Y^r6GXUgprSYOIwKVK{gf@p~p@>Tob<3LHyl00}!n?$f z!>@HbGL1|n+wyq^tHP1My;kmBS#TJ2DN#rAx!@#2;<#T_!s!A%oqMpMN%s^Z&ELSy z@x4kPLF*^UTAIg>J)p9kdn(>$*q-+>7tM@dPJKF$oLak~br}kad5JcXR=)0iq>{2#5|hl^EG91@AQfr_dmc?8 z^EQDX}AIDkE=I3GQ?i*;XOwx|C zy#$qn9e}8xFGguv+h&14TvikaswB^8T(&-)1VzF94WOYG0D~77n!@PK5 zY|AG2{>1mMlq%HU=Iw7gD#0K1X!kYckS6E)}V4)=hV&8Gu*X*Z-rw21lzUG}^S?>lXLD+g@t+T=jwEx!FHxYue^#u{3^uv5LX+a8N(hPk zT+>SIqS9SUz#fmNmNekfCpW77TCEWl93gbEAv22u+EmoK#1pz3M=!osOa|#4R<;%I zZy9UYLS@o7Tb%2>mVCJG>t~TgL&HcGV-2IIf=1NU(GUaR)$jhS|2+k2t%&8>~hWq3KJ9zSzqQA{$Dw zDJ^Bq>Cnab?=wo5s!+t@Tw!nS?RvH$A_TTc#98sA6wbvk+>2|`aCr5TbGVdmIAn{h z6B<0&O>A2n2FVe$Y_iIDu-P7ZW4fKx-!g0~v6pGnf{0scyYXF5=GO*tGwln?7Vl9x za~76GKCyLGSYz#9sRvuQItw&9M}1ZD0ZCaHPm&zomN&?&hPR*pMO7of1D{Wz*+6&9 zm&w-bROs7IUHHVw)FdP$(v+ zAMyV*byi_fKx-FPBqbFA2|>D*9=fDEhLn)*ZV-@erMpBJx|<=S8Di*;p}RqvnS-AH zJkNi<@Ap^hUF&4ljjJG1N~gEuwdfag^+da(C$M!PeADvWlecWxih1eXs6Q#?X}At0 zrWV#8t+K(y5$TSvwNR#BOJ|2UgD}(GPkBl~Yu@LAjazP8=f!z1;Lp;A)YwBw9qEn- zWbf64jK-rw?}ID0{sBBi27FGVgv=@&kg^1PnOB zs9q2(m+F=N890adpKv*Ev8r!hMb*+H#viGLZx_q2cAk#3W3`3H13O2cW!lwzoTJrX zJb`=1oX9=%Pxydc{Z*{}kxF&hL4cXu+szV}rn%<=6vf6BBUR^0800ZE0hiq(O#!cg z%?BE)8Xh#C2!6-J7Zsz&aOfYu@K=qcpd)TO;|a_Z)h=_Di{;U;tH9PMQQadTW*a+6 zERJasyvwAZ-QU>$qN5h#6ZKyOMiIr`e?^2;>|im z2i_~>h8!5S^x3P|q4gp^*{YIv@*{zI9P|}m;`5`Ap|jp0Da}2^6BgVvh0Gvm?A+se z48@3I^q78+uD)kCHPJS*;(@m?iS0L00}&6_Zq4=>akva)J+P>xN`cTDMdbcgkDu4> zJVZ$%W0-aEZk}TwEyp%Z5_3GsRogyB(sX7jxiLK#*erVy&iZIhDzm_%yff_zvXlm^ zH@BN4SP$;al4EbjUXQO7%1=4FUYm=|^R{Y6FB z_HHP#72CqH_=V3oWo4OIidR=GGdU|=T-Q?EC!R!3{Su|qe5m+a&$VJQ#U;ye(tJqR zmpHu`aee;^ZFX0UDx6Gj2pLOX~TMFg@(PX1UsT%^3q1@NP--*!C-?K z1#@?g>}g_sA~`1>X&h1D z2ox}ivh6l}8Yxg-LAwK;BPzVm5Y}(yv!=oF;hhq5v~5TH|F!K?Rh7TRMF6f46%V%e z6f{k{0}+ABsahR~o_-le>CT7!V@6@Q$g%#>jiWHUsi{|TWMI^BS$aMsp9>pbOrhv` zwO5kIYg{T2b=hztH$Pckk?g58s*k5CXXR1j3wn5ty`s5NSHbU4GtGQ-c>R{vSk*}{ z)2%rc;`oj4hjTqU^S>3bH%hg-Oo>+S=I)07)H&;s7fi6yXjC`5r_;qIxLheQiS+m= zhjFjFA15{f9$Ay#2FJO!#fWn}Ahue2;+ zzUzh-zPGEpuXS8tfdn--ZKJY#j4SjeH6Ac%D9^hlr5Jp<5kM>9x*Q6oCMqJ;s#7Db zbC}k6l=G$#q5CD%9^Y!4SN0+3K&+Q-5ECt}vNjb0)R(&reC##c#9VUP)oR@9&TS_Tf}CNhS0s z>G`&x3iLNn3@@{>vhsVa;wGaCm|&Kj&I7PWhof{OL}{(eae_WYLdtdL!QMOZPZ+dE zdV8*zRiUp{e>Bpr)=9|^!y!T)VnjOYdllKK@wQE*&m!(B=bi!wV<19&)4Bez`34%F z6FbtjIQ)R3Kv-bPPJUeAl+CVN{Y+eM*FS=$Vy8Dd;F)+LKqKua#!x1dT^iNd4Uoqc zZAfKG^W$an7`|je9^~k@(^M&f+ixrswWmHVMs8wT%!D~m4MmPW(<=2!1bC42Q?sz* z*9@I&Bq*~_R-Bqs=m3QLdJqQ`-}dsdp)D=$X*7RSFK zN7U?{!@U7nM`gXWq6UmdZ0+-HNFG{W-CO_|OM+jV?V$*$+&M2|u~i|~I!X~wi(3Cw zgr7E?^jz!Kq1xdz=*cAaf7j0cndE~1Mz;J#IsXlyh3${`;C=t797hB$pK7k&@p4_1 zG0kSc`6%p^Up{Ukl+iKTCQI#3&b=@tL42KZk{0Aia3Dk@D3(L3cGkO6`tm7pOfM#@ z<*;v3KK^X~(6T!u7agKNkfH178g{xh$8M9wx16O=oLH^+mO`h!iKijO-}$}Gdu3Yr zX_P*os)ikq|B)nRC`a0oTY8^{mM0pqfDU z_Zbswa^zcQH=nJg*7_S0jqfwc&kp7I$&I#IH61 zM3^^hxijV_-3xj&AhXr;ra!*9NWk027RGf9$s6VPMeF`*hQs$%oyGMM|ecB*=jo^SP>{IMN z{@*VAVQL7A*Sm;^`P+`solW;%l5C(4F5&i;%;Du%aB9%@+B#d-XBWTdnKv@WW|-ri zMxem6$3*5^&&UKa49TYIx!$^jrf9loL-gDnewDy0!gTx0p2$LNi1M4*%FsO;ccHMx zt)9fE3@yf-F)>#Ou*G~?xKan*H2>7xK*)x|NA8?_g_6J&<+3NAm&x zP$rM00r`|n`_#e5g7r_CX0Q%4%GA2PILP-%72_Z6p6p~bic*($ol zRn^f)X(EOAzL`Z@R!5v5Ad68@^P#9i)#hZx6$}4QGIyhO$wuM%!5mYoWeL#+K~W@hm36r%T?nBVpe8cXpHuklpQ!P{!O{Fx61f`Wn|dFR}`E6by7$ld6M zLkogl=;`m5ReRr1%cV`mLOGbR)Ju42^ySiXefTsGN@vL(p-|iG79P=%W$H}?Za;A^ z$r4||*_(FemvA*IsERntH=xzylqkC z)Ik#UIc1*?ra<4}qJv}WS++L?8m%2-o3+!&>c1}j@YQpZtoqS)Sp7%w>~jD-4MDi{ z=KzPH^NYclG!C>D(0K~D4X8Jhzz6TxUASCozbb z+}S^Rr4^bTQ?QEmKmb{;p`^GroF1dcO~QA(5shd`bP5FJEb&8W4tQA$ajmDmgM~$@ zWy4#5%;SA~pOe*c%_|96Y-=Nzs=t{V=(^ ztf)ELWDpVeQ~(a8!JCrT!z|)gZM*|5uGbNF5^}S(6ft|e8d;wblA9va(sVToFm|*q z;r|-s*<0M_Pt$D<>N*?JlfI!20YEuK_*x-w-*}uXY+cjs!<_ovp(2(TV}y802k{kA zGPtt|3damS2aq%-YRSX6(#oYW_QVcjcU|r3C2?ZSF-h$(h0EPyqSV@mcKwrh-~^b^ zSq&-GJdC-_Hv$F3=CkJvn)S>f^{@V%?UdyB`M6!l^~~`-m0~1pr8c}iuv+F#yMt$K zm~i{j$gn7nVr31@FU%Z?B({`MS^nr~T2Au2R*^TzA0r(4JDhG%n6Bt5Zr0RR`srI> z8I9G@I#m8ZzmfLs{Ono3)q9gp4}BZ^TS(3tGyM9YF|Mwh?>K>mp;Pws7fH_$irM4D3>zh3}OQ*WN++% zONJ0231NZ;NKj=VI=CwVhu~-8?<8~(YT);ZL3^Rbl?tH4QAg5n9$xuD=9>o3{0IKE zp1n!@C1TgO-#!g+w;wIDhVxqNqoK%_Zc7R#UrJ>Mg{ra=pGP&u46^j6OABch((_J2F9X6zvz#NcSp%McyVKO#{kWT}Xo{sRQehc@#JwIJ}- zV2(Rxk2_?kh~~g0=yeN2AZug&kC*u#frepF#~z>s7V!0kG_K zYEy-0bn&zbNu}w1Hae*0A2#Iazq0#bz9W5J?!qRGfkfL2_N`i&-<{#^^*R-NOxfX zFV>T<^2m)t;Kr+1#O=kch#u@H5-j3i^PQLBcZ%h@87XDh3hSWJ-Q|(bxfp8%7q$Co z_l`kmR}VD7jj^@A9GB*&DR=X!5XZgq-5?-Q!91@MqZ@f!wOJ>T5Mphlh}P<=#?bhq zt-0rEm#HV*S{9P0yTq@%aPld0d-6)ujNdcrLA+_BcHVJE+9wydw8O_;q`(0=Ls4x_mKowdPs1A>^lqUVqfl8;}7SgAZi?WPBv-W zw*8f2qSqbf{Oun|JPRH~PYpR^n#9OZm0{aHfj6G<(FL{Vigl7GY67j$D@iMxm;G*u z>;#iR-ywzAo)wdxj7-kOpsCeCit`-kebeYxcZIIkmQ09vudaJ9kn7wZh<4UeDra0UPcEIRN3~Rzyozjt? zuEX-<#BkrwBC0yfUM-9L8TjedC7*fww)A!Cq$#zRMg(X>>^@lRFS_rXNnArK_s2-R zSeB*I+`KgMFZ#bn3$-{kg;$z$vFv4c&Yu16yFJ1D8y|a#{dBWId=+?-35pn|BFdpd z2rtcsLOTv^g>Zy%VZf@8Qfi=z^)=@rA+r&y3N_V())$WqXq7yc0V3qqFpTZH z$A_G|6Tsqd7PrS1nhTBVz*4x3*4COVcmAAk=3F728zfiZm*{3fwuE)caH=sdI#Nao zCg%B^V-qbTFW@{h(RG5onGBPs+W$TapK6wH;Vs6D(&TVW5M^>c@E11Z*I2oDX&0MC zyt>)jeRJ!0Cc9w~Jt`vCm7}{Lbz@;nw0^zC(6`1d6$vO6N!nebEdj6FP+5nypzs+U zpLZmBKw$QFDxcl58@cOH-Ib%>+;W0_@a_4TQ`g!zc?;9wlh-65 z{RA;l_LY{Hvo2q&eojV`V$vag@Tv&%H@TpdA{|K z?x?`>9lgW2=G|Uw^jm9^lCm9FnIUtTRL_Q>N<1Fb^*oi{ph^4>mFm?}J!_Nc5MqOI z`XZjvysDiNz&ooSZN140XvyRCPzyW?>7M;OIY((-h-Uxw2@T0mN#oM?>}w?+M*XO{?{DH1_b$6~Pu~(iT{(+RFC(VZ2PM=|UiE$} zz*MPWb!~(F* None: + glob_path = os.path.join("tests", "data", "rwanda_field_boundary", "*.tar.gz") + for tarball in glob.iglob(glob_path): + shutil.copy(tarball, output_dir) + + +def fetch(dataset_id: str, **kwargs: str) -> Collection: + return Collection() + + +class TestRwandaFieldBoundary: + @pytest.fixture(params=["train", "test"]) + def dataset( + self, monkeypatch: MonkeyPatch, tmp_path: Path, request: SubRequest + ) -> RwandaFieldBoundary: + radiant_mlhub = pytest.importorskip("radiant_mlhub", minversion="0.3") + monkeypatch.setattr(radiant_mlhub.Collection, "fetch", fetch) + monkeypatch.setattr( + RwandaFieldBoundary, "number_of_patches_per_split", {"train": 5, "test": 5} + ) + monkeypatch.setattr( + RwandaFieldBoundary, + "md5s", + { + "train_images": "af9395e2e49deefebb35fa65fa378ba3", + "test_images": "d104bb82323a39e7c3b3b7dd0156f550", + "train_labels": "6cceaf16a141cf73179253a783e7d51b", + }, + ) + + root = str(tmp_path) + split = request.param + transforms = nn.Identity() + return RwandaFieldBoundary( + root, split, transforms=transforms, api_key="", download=True, checksum=True + ) + + def test_getitem(self, dataset: RwandaFieldBoundary) -> None: + x = dataset[0] + assert isinstance(x, dict) + assert isinstance(x["image"], torch.Tensor) + if dataset.split == "train": + assert isinstance(x["mask"], torch.Tensor) + else: + assert "mask" not in x + + def test_len(self, dataset: RwandaFieldBoundary) -> None: + assert len(dataset) == 5 + + def test_add(self, dataset: RwandaFieldBoundary) -> None: + ds = dataset + dataset + assert isinstance(ds, ConcatDataset) + assert len(ds) == 10 + + def test_needs_extraction(self, tmp_path: Path) -> None: + root = str(tmp_path) + for fn in [ + "nasa_rwanda_field_boundary_competition_source_train.tar.gz", + "nasa_rwanda_field_boundary_competition_source_test.tar.gz", + "nasa_rwanda_field_boundary_competition_labels_train.tar.gz", + ]: + url = os.path.join("tests", "data", "rwanda_field_boundary", fn) + shutil.copy(url, root) + RwandaFieldBoundary(root, checksum=False) + + def test_already_downloaded(self, dataset: RwandaFieldBoundary) -> None: + RwandaFieldBoundary(root=dataset.root) + + def test_not_downloaded(self, tmp_path: Path) -> None: + with pytest.raises(RuntimeError, match="Dataset not found in"): + RwandaFieldBoundary(str(tmp_path)) + + def test_corrupted(self, tmp_path: Path) -> None: + for fn in [ + "nasa_rwanda_field_boundary_competition_source_train.tar.gz", + "nasa_rwanda_field_boundary_competition_source_test.tar.gz", + "nasa_rwanda_field_boundary_competition_labels_train.tar.gz", + ]: + with open(os.path.join(tmp_path, fn), "w") as f: + f.write("bad") + with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): + RwandaFieldBoundary(root=str(tmp_path), checksum=True) + + def test_failed_download(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> None: + radiant_mlhub = pytest.importorskip("radiant_mlhub", minversion="0.3") + monkeypatch.setattr(radiant_mlhub.Collection, "fetch", fetch) + monkeypatch.setattr( + RwandaFieldBoundary, + "md5s", + {"train_images": "bad", "test_images": "bad", "train_labels": "bad"}, + ) + root = str(tmp_path) + with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + RwandaFieldBoundary(root, "train", api_key="", download=True, checksum=True) + + def test_no_api_key(self, tmp_path: Path) -> None: + with pytest.raises(RuntimeError, match="Must provide an API key to download"): + RwandaFieldBoundary(str(tmp_path), api_key=None, download=True) + + def test_invalid_bands(self) -> None: + with pytest.raises(ValueError, match="is an invalid band name."): + RwandaFieldBoundary(bands=("foo", "bar")) + + def test_plot(self, dataset: RwandaFieldBoundary) -> None: + x = dataset[0].copy() + dataset.plot(x, suptitle="Test") + plt.close() + dataset.plot(x, show_titles=False) + plt.close() + + if dataset.split == "train": + x["prediction"] = x["mask"].clone() + dataset.plot(x) + plt.close() + + def test_failed_plot(self, dataset: RwandaFieldBoundary) -> None: + single_band_dataset = RwandaFieldBoundary(root=dataset.root, bands=("B01",)) + with pytest.raises(ValueError, match="Dataset doesn't contain"): + x = single_band_dataset[0].copy() + single_band_dataset.plot(x, suptitle="Test") diff --git a/torchgeo/datasets/__init__.py b/torchgeo/datasets/__init__.py index 166ef64f9ea..4d32728349a 100644 --- a/torchgeo/datasets/__init__.py +++ b/torchgeo/datasets/__init__.py @@ -83,6 +83,7 @@ from .potsdam import Potsdam2D from .reforestree import ReforesTree from .resisc45 import RESISC45 +from .rwanda_field_boundary import RwandaFieldBoundary from .seasonet import SeasoNet from .seco import SeasonalContrastS2 from .sen12ms import SEN12MS @@ -201,6 +202,7 @@ "Potsdam2D", "RESISC45", "ReforesTree", + "RwandaFieldBoundary", "SeasonalContrastS2", "SeasoNet", "SEN12MS", diff --git a/torchgeo/datasets/rwanda_field_boundary.py b/torchgeo/datasets/rwanda_field_boundary.py new file mode 100644 index 00000000000..8d40960f8da --- /dev/null +++ b/torchgeo/datasets/rwanda_field_boundary.py @@ -0,0 +1,328 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""Rwanda Field Boundary Competition dataset.""" + +import os +from collections.abc import Sequence +from typing import Callable, Optional + +import matplotlib.pyplot as plt +import numpy as np +import rasterio +import rasterio.features +import torch +from matplotlib.figure import Figure +from torch import Tensor + +from .geo import NonGeoDataset +from .utils import check_integrity, download_radiant_mlhub_collection, extract_archive + + +class RwandaFieldBoundary(NonGeoDataset): + r"""Rwanda Field Boundary Competition dataset. + + This dataset contains field boundaries for smallholder farms in eastern Rwanda. + The Nasa Harvest program funded a team of annotators from TaQadam to label Planet + imagery for the 2021 growing season for the purpose of conducting the Rwanda Field + boundary detection Challenge. The dataset includes rasterized labeled field + boundaries and time series satellite imagery from Planet's NICFI program. + Planet's basemap imagery is provided for six months (March, April, August, October, + November and December). Note: only fields that were big enough to be differentiated + on the Planetscope imagery were labeled, only fields that were fully contained + within the chips were labeled. The paired dataset is provided in 256x256 chips for a + total of 70 tiles covering 1532 individual fields. + + The labels are provided as binary semantic segmentation labels: + + 0. No field-boundary + 1. Field-boundary + + If you use this dataset in your research, please cite the following: + + * https://doi.org/10.34911/RDNT.G580WW + + .. note:: + + This dataset requires the following additional library to be installed: + + * `radiant-mlhub `_ to download the + imagery and labels from the Radiant Earth MLHub + + .. versionadded:: 0.5 + """ + + dataset_id = "nasa_rwanda_field_boundary_competition" + collection_ids = [ + "nasa_rwanda_field_boundary_competition_source_train", + "nasa_rwanda_field_boundary_competition_labels_train", + "nasa_rwanda_field_boundary_competition_source_test", + ] + number_of_patches_per_split = {"train": 57, "test": 13} + + filenames = { + "train_images": "nasa_rwanda_field_boundary_competition_source_train.tar.gz", + "test_images": "nasa_rwanda_field_boundary_competition_source_test.tar.gz", + "train_labels": "nasa_rwanda_field_boundary_competition_labels_train.tar.gz", + } + md5s = { + "train_images": "1f9ec08038218e67e11f82a86849b333", + "test_images": "17bb0e56eedde2e7a43c57aa908dc125", + "train_labels": "10e4eb761523c57b6d3bdf9394004f5f", + } + + dates = ("2021_03", "2021_04", "2021_08", "2021_10", "2021_11", "2021_12") + + all_bands = ("B01", "B02", "B03", "B04") + rgb_bands = ("B03", "B02", "B01") + + classes = ["No field-boundary", "Field-boundary"] + + splits = ["train", "test"] + + def __init__( + self, + root: str = "data", + split: str = "train", + bands: Sequence[str] = all_bands, + transforms: Optional[Callable[[dict[str, Tensor]], dict[str, Tensor]]] = None, + download: bool = False, + api_key: Optional[str] = None, + checksum: bool = False, + ) -> None: + """Initialize a new RwandaFieldBoundary instance. + + Args: + root: root directory where dataset can be found + split: one of "train" or "test" + bands: the subset of bands to load + transforms: a function/transform that takes input sample and its target as + entry and returns a transformed version + download: if True, download dataset and store it in the root directory + api_key: a RadiantEarth MLHub API key to use for downloading the dataset + checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + RuntimeError: if ``download=False`` but dataset is missing or checksum fails + or if ``download=True`` and ``api_key=None`` + """ + self._validate_bands(bands) + assert split in self.splits + if download and api_key is None: + raise RuntimeError("Must provide an API key to download the dataset") + self.root = os.path.expanduser(root) + self.bands = bands + self.transforms = transforms + self.split = split + self.download = download + self.api_key = api_key + self.checksum = checksum + self._verify() + + self.image_filenames: list[list[list[str]]] = [] + self.mask_filenames: list[str] = [] + for i in range(self.number_of_patches_per_split[split]): + dates = [] + for date in self.dates: + patch = [] + for band in self.bands: + fn = os.path.join( + self.root, + f"nasa_rwanda_field_boundary_competition_source_{split}", + f"nasa_rwanda_field_boundary_competition_source_{split}_{i:02d}_{date}", # noqa: E501 + f"{band}.tif", + ) + patch.append(fn) + dates.append(patch) + self.image_filenames.append(dates) + self.mask_filenames.append( + os.path.join( + self.root, + f"nasa_rwanda_field_boundary_competition_labels_{split}", + f"nasa_rwanda_field_boundary_competition_labels_{split}_{i:02d}", + "raster_labels.tif", + ) + ) + + def __getitem__(self, index: int) -> dict[str, Tensor]: + """Return an index within the dataset. + + Args: + index: index to return + + Returns: + a dict containing image, mask, transform, crs, and metadata at index. + """ + img_fns = self.image_filenames[index] + mask_fn = self.mask_filenames[index] + + imgs = [] + for date_fns in img_fns: + bands = [] + for band_fn in date_fns: + with rasterio.open(band_fn) as f: + bands.append(f.read(1).astype(np.int32)) + imgs.append(bands) + img = torch.from_numpy(np.array(imgs)) + + sample = {"image": img} + + if self.split == "train": + with rasterio.open(mask_fn) as f: + mask = f.read(1) + mask = torch.from_numpy(mask) + sample["mask"] = mask + + if self.transforms is not None: + sample = self.transforms(sample) + + return sample + + def __len__(self) -> int: + """Return the number of chips in the dataset. + + Returns: + length of the dataset + """ + return len(self.image_filenames) + + def _validate_bands(self, bands: Sequence[str]) -> None: + """Validate list of bands. + + Args: + bands: user-provided sequence of bands to load + + Raises: + ValueError: if an invalid band name is provided + """ + for band in bands: + if band not in self.all_bands: + raise ValueError(f"'{band}' is an invalid band name.") + + def _verify(self) -> None: + """Verify the integrity of the dataset. + + Raises: + RuntimeError: if ``download=False`` but dataset is missing or checksum fails + """ + # Check if the subdirectories already exist and have the correct number of files + checks = [] + for split, num_patches in self.number_of_patches_per_split.items(): + path = os.path.join( + self.root, f"nasa_rwanda_field_boundary_competition_source_{split}" + ) + if os.path.exists(path): + num_files = len(os.listdir(path)) + # 6 dates + 1 collection.json file + checks.append(num_files == (num_patches * 6) + 1) + else: + checks.append(False) + + if all(checks): + return + + # Check if tar file already exists (if so then extract) + have_all_files = True + for group in ["train_images", "train_labels", "test_images"]: + filepath = os.path.join(self.root, self.filenames[group]) + if os.path.exists(filepath): + if self.checksum and not check_integrity(filepath, self.md5s[group]): + raise RuntimeError("Dataset found, but corrupted.") + extract_archive(filepath) + else: + have_all_files = False + if have_all_files: + return + + # Check if the user requested to download the dataset + if not self.download: + raise RuntimeError( + f"Dataset not found in `root={self.root}` and `download=False`, " + "either specify a different `root` directory or use `download=True` " + "to automatically download the dataset." + ) + + # Download and extract the dataset + self._download() + + def _download(self) -> None: + """Download the dataset and extract it. + + Raises: + RuntimeError: if download doesn't work correctly or checksums don't match + """ + for collection_id in self.collection_ids: + download_radiant_mlhub_collection(collection_id, self.root, self.api_key) + + for group in ["train_images", "train_labels", "test_images"]: + filepath = os.path.join(self.root, self.filenames[group]) + if self.checksum and not check_integrity(filepath, self.md5s[group]): + raise RuntimeError("Dataset not found or corrupted.") + extract_archive(filepath, self.root) + + def plot( + self, + sample: dict[str, Tensor], + show_titles: bool = True, + time_step: int = 0, + suptitle: Optional[str] = None, + ) -> Figure: + """Plot a sample from the dataset. + + Args: + sample: a sample returned by :meth:`__getitem__` + show_titles: flag indicating whether to show titles above each panel + time_step: time step at which to access image, beginning with 0 + suptitle: optional string to use as a suptitle + + Returns: + a matplotlib Figure with the rendered sample + + Raises: + ValueError: if the RGB bands are not included in ``self.bands`` + """ + rgb_indices = [] + for band in self.rgb_bands: + if band in self.bands: + rgb_indices.append(self.bands.index(band)) + else: + raise ValueError("Dataset doesn't contain some of the RGB bands") + + num_time_points = sample["image"].shape[0] + assert time_step < num_time_points + + image = np.rollaxis(sample["image"][time_step, rgb_indices].numpy(), 0, 3) + image = np.clip(image / 2000, 0, 1) + + if "mask" in sample: + mask = sample["mask"].numpy() + else: + mask = np.zeros_like(image) + + num_panels = 2 + showing_predictions = "prediction" in sample + if showing_predictions: + predictions = sample["prediction"].numpy() + num_panels += 1 + + fig, axs = plt.subplots(ncols=num_panels, figsize=(4 * num_panels, 4)) + + axs[0].imshow(image) + axs[0].axis("off") + if show_titles: + axs[0].set_title(f"t={time_step}") + + axs[1].imshow(mask, vmin=0, vmax=1, interpolation="none") + axs[1].axis("off") + if show_titles: + axs[1].set_title("Mask") + + if showing_predictions: + axs[2].imshow(predictions, vmin=0, vmax=1, interpolation="none") + axs[2].axis("off") + if show_titles: + axs[2].set_title("Predictions") + + if suptitle is not None: + plt.suptitle(suptitle) + return fig From c51014c656c564367f31c3d984ad12105ceff7e4 Mon Sep 17 00:00:00 2001 From: Burak <68427259+burakekim@users.noreply.github.com> Date: Fri, 29 Sep 2023 12:52:08 +0200 Subject: [PATCH 038/113] Add MapInWild dataset (#1131) * add mapinwild dataset * add copyright and move the header * Apply suggestions from code review accept suggestions Co-authored-by: Adam J. Stewart * add spaces between sections * test_black * test_isort * test_flake8 * dataset instance and test data Improves the dataset instance and test data script. * improvements in test script and dataset class * update test data * Update mapinwild.py * Update mapinwild.py fix typo * Update mapinwild.py * improved test coverage and bug fixes * improved test coverage * lazy import pandas * test coverage for pandas * test coverage for pandas * Changes after the review The changes made after the review. * delete data * fix mypy * fix mypy * delete residual files * fix type hinting * Apply suggestions from code review Co-authored-by: Adam J. Stewart * Apply suggestions from code review Co-authored-by: Adam J. Stewart * Apply suggestions from code review Co-authored-by: Adam J. Stewart * fix RtD * fix RtD * fix syntax * fix RtD * fix file namings * modality naming fix * fix hidden method naming * Update torchgeo/datasets/mapinwild.py Co-authored-by: Adam J. Stewart * address reviews * refactoring and testing - passing test_download with monkeypatch - refactoring - addressing most of the comments * fix mypy * syntax and type conversion * Update torchgeo/datasets/mapinwild.py Co-authored-by: Adam J. Stewart * addressing the comments * fix mypy plt.Figure not defined * make the _merge_parts slimmer * pandas and reviews * monkeypatch tvt sets * Simplify MonkeyPatch import --------- Co-authored-by: Adam J. Stewart --- docs/api/datasets.rst | 5 + docs/api/non_geo_datasets.csv | 1 + tests/data/mapinwild/data.py | 166 +++++++ tests/data/mapinwild/esa_wc/ESA_WC.zip | Bin 0 -> 2839 bytes tests/data/mapinwild/mask/mask.zip | Bin 0 -> 2498 bytes tests/data/mapinwild/s1/s1_part1.zip | Bin 0 -> 16199 bytes tests/data/mapinwild/s1/s1_part2.zip | Bin 0 -> 16205 bytes .../mapinwild/s2_autumn/s2_autumn_part1.zip | Bin 0 -> 21035 bytes .../mapinwild/s2_autumn/s2_autumn_part2.zip | Bin 0 -> 21032 bytes .../mapinwild/s2_spring/s2_spring_part1.zip | Bin 0 -> 21032 bytes .../mapinwild/s2_spring/s2_spring_part2.zip | Bin 0 -> 21031 bytes .../mapinwild/s2_summer/s2_summer_part1.zip | Bin 0 -> 21030 bytes .../mapinwild/s2_summer/s2_summer_part2.zip | Bin 0 -> 21031 bytes .../s2_temporal_subset_part1.zip | Bin 0 -> 21063 bytes .../s2_temporal_subset_part2.zip | Bin 0 -> 21065 bytes .../mapinwild/s2_winter/s2_winter_part1.zip | Bin 0 -> 21031 bytes .../mapinwild/s2_winter/s2_winter_part2.zip | Bin 0 -> 21027 bytes tests/data/mapinwild/split_IDs/split_IDs.csv | 2 + tests/data/mapinwild/viirs/VIIRS.zip | Bin 0 -> 8379 bytes tests/datasets/test_mapinwild.py | 137 ++++++ torchgeo/datasets/__init__.py | 2 + torchgeo/datasets/mapinwild.py | 407 ++++++++++++++++++ 22 files changed, 720 insertions(+) create mode 100644 tests/data/mapinwild/data.py create mode 100644 tests/data/mapinwild/esa_wc/ESA_WC.zip create mode 100644 tests/data/mapinwild/mask/mask.zip create mode 100644 tests/data/mapinwild/s1/s1_part1.zip create mode 100644 tests/data/mapinwild/s1/s1_part2.zip create mode 100644 tests/data/mapinwild/s2_autumn/s2_autumn_part1.zip create mode 100644 tests/data/mapinwild/s2_autumn/s2_autumn_part2.zip create mode 100644 tests/data/mapinwild/s2_spring/s2_spring_part1.zip create mode 100644 tests/data/mapinwild/s2_spring/s2_spring_part2.zip create mode 100644 tests/data/mapinwild/s2_summer/s2_summer_part1.zip create mode 100644 tests/data/mapinwild/s2_summer/s2_summer_part2.zip create mode 100644 tests/data/mapinwild/s2_temporal_subset/s2_temporal_subset_part1.zip create mode 100644 tests/data/mapinwild/s2_temporal_subset/s2_temporal_subset_part2.zip create mode 100644 tests/data/mapinwild/s2_winter/s2_winter_part1.zip create mode 100644 tests/data/mapinwild/s2_winter/s2_winter_part2.zip create mode 100644 tests/data/mapinwild/split_IDs/split_IDs.csv create mode 100644 tests/data/mapinwild/viirs/VIIRS.zip create mode 100644 tests/datasets/test_mapinwild.py create mode 100644 torchgeo/datasets/mapinwild.py diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index 7e04af7a20c..0f3f8164ebd 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -257,6 +257,11 @@ LoveDA .. autoclass:: LoveDA +MapInWild +^^^^^^^^^ + +.. autoclass:: MapInWild + Million-AID ^^^^^^^^^^^ diff --git a/docs/api/non_geo_datasets.csv b/docs/api/non_geo_datasets.csv index 1b745544dca..badcc2c286d 100644 --- a/docs/api/non_geo_datasets.csv +++ b/docs/api/non_geo_datasets.csv @@ -18,6 +18,7 @@ Dataset,Task,Source,# Samples,# Classes,Size (px),Resolution (m),Bands `LandCover.ai`_,S,Aerial,"10,674",5,512x512,0.25--0.5,RGB `LEVIR-CD+`_,CD,Google Earth,985,2,"1,024x1,024",0.5,RGB `LoveDA`_,S,Google Earth,"5,987",7,"1,024x1,024",0.3,RGB +`MapInWild`_,S,"Sentinel-1/2, ESA WorldCover, NOAA VIIRS DNB",1018,1,1920x1920,10--463.83,"SAR, MSI, 2020_Map, avg_rad" `Million-AID`_,C,Google Earth,1M,51--73,,0.5--153,RGB `NASA Marine Debris`_,OD,PlanetScope,707,1,256x256,3,RGB `OSCD`_,CD,Sentinel-2,24,2,"40--1,180",60,MSI diff --git a/tests/data/mapinwild/data.py b/tests/data/mapinwild/data.py new file mode 100644 index 00000000000..f6d089add93 --- /dev/null +++ b/tests/data/mapinwild/data.py @@ -0,0 +1,166 @@ +#!/usr/bin/env python3 + +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import hashlib +import os +import shutil + +import numpy as np +import pandas as pd +import rasterio +from rasterio.crs import CRS +from rasterio.transform import Affine + +SIZE = 32 + +np.random.seed(0) + +meta = { + "driver": "GTiff", + "nodata": None, + "width": SIZE, + "height": SIZE, + "crs": CRS.from_epsg(32720), + "transform": Affine(10.0, 0.0, 612190.0, 0.0, -10.0, 7324250.0), +} + +count = { + "ESA_WC": 1, + "VIIRS": 1, + "mask": 1, + "s1_part1": 2, + "s1_part2": 2, + "s2_temporal_subset_part1": 10, + "s2_temporal_subset_part2": 10, + "s2_autumn_part1": 10, + "s2_autumn_part2": 10, + "s2_spring_part1": 10, + "s2_spring_part2": 10, + "s2_summer_part1": 10, + "s2_summer_part2": 10, + "s2_winter_part1": 10, + "s2_winter_part2": 10, +} +dtype = { + "ESA_WC": np.uint8, + "VIIRS": np.float32, + "mask": np.byte, + "s1_part1": np.float64, + "s1_part2": np.float64, + "s2_temporal_subset_part1": np.uint16, + "s2_temporal_subset_part2": np.uint16, + "s2_autumn_part1": np.uint16, + "s2_autumn_part2": np.uint16, + "s2_spring_part1": np.uint16, + "s2_spring_part2": np.uint16, + "s2_summer_part1": np.uint16, + "s2_summer_part2": np.uint16, + "s2_winter_part1": np.uint16, + "s2_winter_part2": np.uint16, +} +stop = { + "ESA_WC": np.iinfo(np.uint8).max, + "VIIRS": np.finfo(np.float32).max, + "mask": np.iinfo(np.byte).max, + "s1_part1": np.finfo(np.float64).max, + "s1_part2": np.finfo(np.float64).max, + "s2_temporal_subset_part1": np.iinfo(np.uint16).max, + "s2_temporal_subset_part2": np.iinfo(np.uint16).max, + "s2_autumn_part1": np.iinfo(np.uint16).max, + "s2_autumn_part2": np.iinfo(np.uint16).max, + "s2_spring_part1": np.iinfo(np.uint16).max, + "s2_spring_part2": np.iinfo(np.uint16).max, + "s2_summer_part1": np.iinfo(np.uint16).max, + "s2_summer_part2": np.iinfo(np.uint16).max, + "s2_winter_part1": np.iinfo(np.uint16).max, + "s2_winter_part2": np.iinfo(np.uint16).max, +} + +folder_path = os.path.join(os.getcwd(), "tests", "data", "mapinwild") + +dict_all = { + "s2_sum": ["s2_summer_part1", "s2_summer_part2"], + "s2_spr": ["s2_spring_part1", "s2_spring_part2"], + "s2_win": ["s2_winter_part1", "s2_winter_part2"], + "s2_aut": ["s2_autumn_part1", "s2_autumn_part2"], + "s1": ["s1_part1", "s1_part2"], + "s2_temp": ["s2_temporal_subset_part1", "s2_temporal_subset_part2"], +} + +md5s = {} +keys = count.keys() +modality_download_list = list(count.keys()) + +for source in modality_download_list: + directory = os.path.join(folder_path, source) + + # Remove old data + if os.path.exists(directory): + shutil.rmtree(directory) + os.makedirs(directory, exist_ok=True) + + # Random images + for i in range(1, 3): + filename = f"{i}.tif" + filepath = os.path.join(directory, filename) + + meta["count"] = count[source] + meta["dtype"] = dtype[source] + with rasterio.open(filepath, "w", **meta) as f: + for j in range(1, count[source] + 1): + if meta["dtype"] is np.float32 or meta["dtype"] is np.float64: + data = np.random.randn(SIZE, SIZE).astype(dtype[source]) + + else: + data = np.random.randint(stop[source], size=(SIZE, SIZE)).astype( + dtype[source] + ) + f.write(data, j) + +# Mimic the two-part structure of the dataset +for key in dict_all.keys(): + path_list = dict_all[key] + path_list_dir_p1 = os.path.join(folder_path, path_list[0]) + path_list_dir_p2 = os.path.join(folder_path, path_list[1]) + n_ims = len(os.listdir(path_list_dir_p1)) + + p1_list = os.listdir(path_list_dir_p1) + p2_list = os.listdir(path_list_dir_p2) + + fh_idx = np.arange(0, n_ims / 2, dtype=int) + sh_idx = np.arange(n_ims / 2, n_ims, dtype=int) + + for idx in sh_idx: + sh_del = os.path.join(path_list_dir_p1, p1_list[idx]) + os.remove(sh_del) + + for idx in fh_idx: + fh_del = os.path.join(path_list_dir_p2, p2_list[idx]) + os.remove(fh_del) + +for i, source in zip(keys, modality_download_list): + directory = os.path.join(folder_path, source) + root = os.path.dirname(directory) + + # Compress data + shutil.make_archive(directory, "zip", root_dir=root, base_dir=source) + + # Compute checksums + with open(directory + ".zip", "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"{directory}: {md5}") + name = i + ".zip" + md5s[name] = md5 + +tvt_split = pd.DataFrame( + [["1", "2", "3"], [np.nan, np.nan, np.nan], [np.nan, np.nan, np.nan]], + index=["0", "1", "2"], + columns=["train", "validation", "test"], +) +tvt_split.dropna() +tvt_split.to_csv(os.path.join(folder_path, "split_IDs.csv")) + +with open(os.path.join(folder_path, "split_IDs.csv"), "rb") as f: + csv_md5 = hashlib.md5(f.read()).hexdigest() diff --git a/tests/data/mapinwild/esa_wc/ESA_WC.zip b/tests/data/mapinwild/esa_wc/ESA_WC.zip new file mode 100644 index 0000000000000000000000000000000000000000..e6223dccb132c32aaac1aa64713a3d810c0017a2 GIT binary patch literal 2839 zcmdUx_g53x7KIrh=m>}c15%8RhOUXy5d<4J5G0Jq&<)ai5eOm%5S}7RQL0YpGZ>1I z5+DXhg479J0-=Qt0g^y~5D-Fn>dbqt*ZzQa&sz7KyYAlW{I=I;0p%Bv;QMkqZs}To z9sarwe(pw=SK!vyAQpd#4t*6JjH}132=MWF0{HlZzlkn@L%iHM>;2A?PEJmf9!^fK z?oI-g649@Y#dis~#ooSfZTM8@lV(X**Y7COm#<2gI0%#Ff{J7WB?SegL7E?a@+GH{}4?RWM-9J7Qy?*Z0or!K?tyrNVPZvG$Sh*KV04-s`+j16OJ5D_pWo>!G1dV@Iq$Nsu~JuaWrd?KsHdVLJNrt)qeOntIJ&cezW~yYjrO`Z7r5yJ5E2I< zANL-GKQ7s+zYRDOJ1O(jQ=~~|w~xP@B#I8cBf0y#*fQcwK^tRIox2ix>=9HRc}WK? z0sr)HJ$HYb{|Z@KD>5TnA0L2kywaV`J-mh{n!$J2As-Rag-@QyzrlDzh=;auuHH*2 zWlkXviG8<}GFD}p(XMY1oc!z1o4l48+WfoQkuffloz=^tJ{rAVxFqPfyjO?6WDJZVLU;EvRc~;7u zh=+JT&w`}BfgjC35XTruAxv%m~rHTz)?#&x24ljWRL}@%xE@AV;TC= zD$ZQ2*>?OCLk6}rg<}q=n%3xL5wX{A-Th%gQ~D(o?3`R0GYT8ps8kEdG9*=_+`>EU zlp(2MvH`M&-4ZHRYB{(8@9M2w!>c|`qO}Ay&8OHSudJ{`-Y!&=6XT}Z)pIB64M!k5 zM|o3GsWTTwTV|~Nft9bFeqKk^3P9Usn*w#QuTRGp>!Eux9Bq83~2{Ma68JsWDC|H)=r#;4<^54?tzkeKuSQ*TtRd0K~^Jv$a zC??GxR3Yu|l+NV-zA%CwROozYO{^kTaBW~|gKWP@1h6gCo*Pznk;WyjAzXu(@Oi)0 z*$E^sC!;>HYMtW;T9?!%%}w<;E09bdf+(CJCD=WuOi{J8P&rce8oz8=L+;Q&n5))f za+cL4Xiy>_AaW1lrxlVs^2t17Samkt1^)*C15?8`;*QIi&bX?O!=-I4e-)ccA-ANi z1}?4vte#<00%VLF#PHf}*F5RMTdTCd0v~bRYk_AeBi=t zT)I2AkJC7BkGvnFz2ywLCHuwsDtMR~V`-kdoQ6JEIg?@S}rf)c#x4OFwO5E^Hv{e*R@W zw&(EdrZawwCN$bnD4ax^$ao>!689C(A68O%7yf1{ zNK5q-C1w%KLF?+LZ;H~j_lB_=P7tU8{<&mm@z3K4XhPZfDgXgVXjQvx8XjW|D(X6Q% zDPT1#(bUWG&{+tt#18Do!s(sOX}XH&-ZiRYFu~*G+`z_dp6mwjv1%EC?S0;XoTytD zLh##G$PDv9WEk%DrWA_>dMy(A!rEnJgv0L1T%xVKoVV$kmnVCv+%rne#QaQ89rNX! z>9s{5u+xKGZrEI#r{JhLd0x=+9o6{LkNB07OTwk2)OBy}tuZ_Gxurze!e8gKIe7XsmU)BNj$-Ote$xQRkFeZj{ z(7mAPb3*~w>)GsISv=bGBFCi74A9=`ep>MhzH6qbPB6lg3hI>tJ^ zR5aM(&b)=1{M63~pCSRu1gS09JSs!^d04$gNHI*qaKFg;m(=y=YvkSK09PqPjiKY^ zO?$2Hewl&S*k%GkPY%UjGGn@OD;&AVnCi)6sMkn*jXl3xGC9i|xdw9Op>N)`$5(~* zV3&FI`32NzCu82ny|qk*!&CE;WSI$C`@Ose)O2dep$}(12jh1KB>4U}S^f!`NBQ=z ze3|~qng1~TchdaR#K%|jNdBAYD|dcd_owsUllYs{@H4gkweD*!TR;JVUw-*NSMld= IbNI{a?~QOhpqvf>G4QcGgmvzI z&3Z;_28Ztlo{!iFV_b>~Owd1+)NffH*hib3wk&!_7!n3Jrb+=D0aT1H;`W0>}+}ilu0O5%@lCDQZ7r$g*6GJpD z6Nyem(=0A$_Ah5C)&L@9EH!p0D-v}Pk9oLgk>4-B90%{6xDD~Z;4;Z)Zp$WRk4c7LP}y^iQL=o7q@*xYrMY$q@1MEr9u zJP@)hZIlL$pc)|L#qSnqhC-ft)H8i}<8{qpNKIh0O6bnB)3u-~=x&3@Ty(l|B0}#P z5}A>8djW26U4TG_-qJ`SvNf`|Gx?PKsJ3@Q-JifhCuU!{_0)X$+AI zAfZ3lN_{r>VVDqwWdG4Yw$I7Z7jt?ybLUhT14Xo?8LTVI})9yjg-%T<}AMjq}5mR9S`gd(ls> z!dL%Vk2TnM*Tv&2nA59V`zp|h+EX@n&Wx+B$@s@Wyl>2RKAwU5$gfmIn?%jHPN+4E zAomJYRA<{1lxABVKIv>qU!#VD&Jb=F7P~~q;lhYyZSqP@QRy15fd4^ax?k}}s6NeE z^YVgy$6p!DXBPPRBY~dCySun};aP}F=(Gr`cQMP` z(*Lb=6xh#B z{7;a-{bcX*_7ip^nda)Qx!t$VA*~6F-pm1vIyR!cMmes7@wu`vG<@rITS?xZ3y}{( zZ_xWT+JySc)elax&4d-tI3=9Kow=Z(KRo{9s|;~|3fE*f9Nz~dCnCQ(?myy8|hHH6nXlDLTzOK`I=ahTTwk~ z@PT{pp^=XaB}+D88NrD!N!ZFw1_H@ymNW7%D`)T5WrIf*$fMGmsv^oD695PT082W| z%JbSbv%JmeDdZ>iBdL99Ilz5wxm=Wjw>xxCo-F_k0GfLxQP`kfB*^5WCxYc(nI(Nci@nwTQi@#IU}$AF_OFKbnKr zqadS0wi{y_TT8Ma4v^pc4cZ$v$JPzB`b?ny3l<}z1R7$F%CodZd zgSeA^1LZ}?eS+zeGBLY8;T3Ch)*wxqVdGND3l`2TlLRG~Hd-`kqQXw7v?${To!vrecnxdrb`kBt@R2IEHjdM3t zjJay7!0-&xbjh|$;>-Tw)1n}OhHGz%vpGBO^3iE!k98Z*X`P*fW-(?rt9;BS4{BDS z18`2H?=}uqFe>Da2oD%cvbGuP#T}I6=&kLP6Y04@5~Q&Ad-vGUgHA!XQOv?A$zRV$DBl9 ziYMJim&?J}j<9$^r9-sn#k5=pi{QY{8ojD`gppowtc6tdOOH@Xt5%sHrMUVB@^D5_ z*K)joxx=>$28p#pKaIkjr<3p&YB{)=ZO^ExQg75vlc=dLOpMvgb!?{%h?S~iRGuy<|KKq#^^EVeJtr4*90`>G}uJx^0-C*|DNez@+QC{uX zd5-@3xn?9zWJB)YIsM?}5R~losB)zE6ugw;EV$bE$Q)AZtgc}-wvq38s5*po2DM4N z3^C%{K_VszuL>}@`KFrl#-yv*MT}I_>JUp=Vow#9v3Sk{Oi{8grJOhUWOZMj6N5sg zKxz(6Oz0alHJT@7Rm|*8QfO TxiOgW*Npx+FvnSq=~wkPB}Jrj literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s1/s1_part1.zip b/tests/data/mapinwild/s1/s1_part1.zip new file mode 100644 index 0000000000000000000000000000000000000000..7c77c5a130bcd11f3d8f47adb72e13222564a8a5 GIT binary patch literal 16199 zcmZ{rV{j!<*QH~tW7|o`wrzIIzOilFNykRVw%M`m+$1-)jd{OsW~yeYX7;Jt>r|b! z{_Q${c0DTckWiRl|5cM}yxRYL`CkqGKkCA2-ZR@#WNVX9I1M?LH z14H>gZLCbLRsi2NFCI;kXKwo`g^)sU*^rK;Ib*VlL?lT`4GA$SaXN&*$q2GX8l@6H z*jCwQ?*&{42|-RXPE(7s_kQ_6H$Py&j-QcDUCV0kbLUmhbLZ-t?@VqAz}Ujrcx|k| ze{8D1-9D-Y5%k@dxnfu9R?{hz@qPZCVEbb9L@kx}ovGf%1o8d&eXM)a_vGygQ}{ii zgGx{R(U-^hQumoZbkpaOu?l)V&j5=N&7Zq|I%h}`0%HC z$$!7-GiqRkW3x5>PWb+`hq?Mbd9z^rF8=FIkk5*#o{Ym!>VCTK)iC;ewS&&@J2!Xv z?YWKXj_H7D!H74E!zogh>6)^q z%P?~Ka<>->bV3K1_V}*jRaD&O>cV?7L+eC3xW`LSmg+{1-S4VR*f8#cvr(GP5VT$A zANy@BF{Y3A1eQbeAjrqG3|;G=vhR6{SCM)`H29KS5VqsgrmdllO#(1}hdVgq?|3L@ z{FsssOl9(Fm$1NX9rI>mA9Wp2{w;V)!>oSu%5Rc7Er;p5HrmX?CpzFV!Iy`G;%aMP zbuw*sF8Nt^jUvo08+w*u1^osiwOm6nfdn-3sgH7!95-$zf^G)d>i7^xhD~=#amFL} zSJ?T>vBRV~K1Als&pacaaKCtH^1H(s2ype{z?T%2JpRnhR`qkF+zZ?+oE|dva#*M4 za)2%p^Kr-j#W)y7^(ye_hpA!8^V*n`f>5y%&$cDd^9y4~BJQ&dj2hgu7F-Md#N4}Y zK%osSe4*GBDG=rhNA@D$Dvbwd^|9$572Z8V$QB0qsY28Na^R=II?RLWau=!@vEVuu zJY-@yLIrTacJMzIrcsQZ?S9#JKT7tTXN^L%@|E6UVj>3t7y0v-n(2&v_t&N9nCKJD zpyF|X%7I5OeYSfBHKZ!|WOVOt;LH(klGN0b%0 zh*fjf{eFihR0t1pjGs?xqMfOj{PSz8MAVF##B`$j%+%fg%d+2l$G?@>4~S z>mY&GiFk^NLNm8SH}{G6xPO>X>Oj8Z9tyDZ#!;XTCr2d4_sj)@EM#%+Cg-Gf#Y;!3 z5ffb+!ro~0NQxJJVUD&WH;?HLPf!sPj&xf=Wm*5u5_3v{m2ROa3hytDrxNjf0BT0Q zXE+V2+um^&d4*w&(t$>joXsR%vp;*ws5<*RI$}>O+Z@}}^D5V=- z16P}g-$u6~od2gZ=vA6N$;j*Wd?*m6{Xv86?|d)8wP&Y=EK=%#2VQ>ekT~UBN{cSJ zW{SwzqMzr>3aS0{Mcx~Y@}Tc^_cUtwhzZqUw($@LG%|Gl{nBg;ILL9BD*gu0z4PE_ z_sWXAW#%!iC2$fNh>BgtPZ-f}5KWP1Ei|-gEn%3ZtSG~ z_2*h%PApqB?^sfC`7l*ux$6(eailk`FC)ZNCbq@b?^x#S2{qOUJQ%`K#fre|g1I?E z(ybQ)Iv;sUSJMlh`E|^2@5xcFGhukey%uf3n zp0D_VP?&Gm&zL~UJz!NM^M*U@?&CUSJb069EK0`lF|sUdUG$Yj5xxd(q8GY($Cq%K zZ%y>Rn@hd2ME>AtH<;1&8Mi$b{ZL2l3M%lQVo{6+7yHlzemEk_EN6vkAvN>8tFjB7 zoK(^WO75vxGzW&w(G+gy8EdYqhvmR?dgs=cA)RDLesyJ~e3)h33`zu-R&s&a zUUO~du=LAZT&B@#yV)ZQYx70#JRuF9H_Va1G9zN*c<#hL#yqmPE{E!t+`rOGJ@f1} zD@V_|vF9gWJ`S02B2RBmn3Rj`(5sAuJ?nrHbWGHJ$sk1fI)`-QWUmcVXALCp^mh_I zucSzDQ02@K0bf!_aHn{-TaVFKu7N;pYP`k9()X5Q_5hlodrP4zK1#g6u@B}N{HzP2 z#+ccVOq;(-You<~4PcU;G!Vr^aHgule@3$m*iZpq^Vbt)#hle#6$rxlyM%jHD+ zsIagiXue6g8kFQeOa!5pI<15nGDp;{`Owp)R_`a6W29@-BssrMtw-Xj%z1L zqr>a&fv2U4kWP*jz?(~4+E2{PNVi{gs7-IE;khgC=TZ)P{RXZqhSrhj%EbNdfM-1D zMQ~3uyOvRXADH~SCggxRp|FD|Ak%DGjEIDD zRvkf^T7t;Li?N!$VJ)DG<$ws6L(4JFb0y~xpiC#J>zq<4N#6R{fzE~fKhPlE&M_*| zUTKYW$3#RatBQHb9MA+^uKmbWidcD6UYZ2fm4m-XR^j8=IhWOvRBuWs!yuU7L9X@c zl3o<1aVYYT655i45=DAjM}puf@)L12^5*nmEK<&!YQ@Kk_lNzWO62=C_1A~V(nks1 z^9ON^^{Ki|mhUvGC${x394>Yg3zQ!ge_+Rri{u3D^v3_>FW?h2fSy>e=a6mEKKYHO zimIrbKKWN<{t?kFUx;^=(1jm#d!DGteYIYj(<~*5w$|HWcfd_3hneyP8UPrd_sX!zx#JSm3~Fo`!@~=4vY#ZqcLcb!jR%r4~2mIt6FGex*fz(wVaN`QFd(=g`nb z{az#eS0LBS>LS$aLOek&%rtvlAqn|A-)CT6Q{-}He!JBNH!@#5OY%>7LCN9fXQBhx zKNk-KY@I3c6kNlT=RBQ_yfb!e40L4kJPxzOLip;zoh1gQV%t*{~FKq zqxn#P@Y-*pTQ~r2jl?d1kYxcSpDlSv-@na_p~18V0l>>#86{fSy%DXYEx33lxEoAb&x~7_lgTL0Vf1>qR4#sPQeOUM*^raNU;y0 zAz(!2$~_&880MU-QmyrC+fn2tTh%`_!0r zl!Im+T+DPAExCn=mM>`YT33Qk+-uMIYeQMA!m9Qnchh3-iv92X`n9UBhvtWQrYSoU z`o5kaG4jZ0I=mFLRD&^gk2YY?l=ym`fb9F zv9=?lcNuC)kqsp<(B+un13u_&qWKvc;c92~Y0k!m7UTH;Y;>#;9G# zn><}{J2!ruVuBjarS)3NEprHYU4;*RgYcWFVTY}@v&uj^hUeo~I5u}=e~fl-ryrRq z8#NEZQKUY%Z8%LTM9nBz-{k^3Av^3CMjRmin;y5Y{?=y+9`>D<yjh;gAxV1HILTz8pPv?>O^#^@83e zL#U5fmh*!9l{_0zz03~$ZuId*IfXGt`38ywW(_yhnLa4*O5>CLX5=@$oQ7mq^uZ6E zU7&yviyNu$Q_@k4;(m58eoRZySgzIVN`sv@5zhM(cj}BtEyi&gB={$;@APaOnFn@r zW0clMLY0Y8>m{}(kO?ijAi=1GNN>83eLv!n3vTa7v-J9j{lMy z{GM}uVdz=N#I?j?k|`d(eP#OL)ano{PiM&^t;S)nLmT}c1_=ynH>HpINxJ_({zo$H z7#PP{nx>TIAAF_M!s}-k8*y?@ViJlyUXCcv2EE>S!N>AgcRYm%XJ*xuPv@vZz$wYE za{?UW+l?oWhxFe5di#lEYA)ub)_R?>Al{$lf9!7PDqpAMrg?D67JPuCYf*7VJD9?#KFbvEEju0>_&hh1jfe zfS|S-l&F4;j_j50$S}D|86$2$`lv;o=XK7~>;3LM)87p45$Bcny()-EL`~B{{}w){ z_jvHMT!Xo5i<{U*$d`al2t*B$q*bxQNKP(oYFPUGdjUV=pV*gmk|ZDlv4H9Vb2dbY&T7J!s~F?i_+Rk|Bp^x3RQJ+4Fdy|f}o#~ z?bvS!v1kMwv0$9Jw~d#-p)X!=-N6i6+#`Wq*T3cz%Xqunt^Zyt1GG}PqP2XDz6rS3 zNI(z#GT;W=WB6&?HY|s2w@TBxkVj0?%DpO?5ZiOxCoL3UGcmn(z}F^B>Q-nWXXirE z9SQg03_NI?h2HTJVhVB)>I}Jii2hARHyYKL8W?8~x4Qdfz638xnFqfD-aR)>Z?E(7 zDIwGMAM2*`!u?BiU(|eIT(BrEi)D2=$hBQ^#GXvL{;bQk5<5OP*gn?;>7#_*8dAVK z>Gu!J`Eok@m5ac1QG9#RR0-o*c=@aK^@N$Wgl}7C+K`QOkoen z%xM-Q_KD7i_9wbh0fR+GEwTzU$?~sC4+EOf+Qibuc%C4MwtkZBq}|7uIOc9<4ONgh zDC=nxox!YXPFv2J&N!;mcnZz&Yh9aZl>sU8}xVD&(3+(&fUqa zTuu(ZjLbRT065^Mxe5M071*Bfs8Q1B`Af%nlkS273 z=@TTq;ji3oJlV{!!t4~J9$U=vpDj!{LIQ!A$=W|{SG**Ka<37V#6h@T0}d1SPu{{x z-DdA*!tiiIIVGG7&N=wd zl`pSig>jlEX)W@R=Djf5d4eRUU78__2cu2O`g(K1+JTvJOd%!L5QF|G=dbFYBIa7n zBm(>+(I3hwjsmx-N=e`J)$yr2Z&hq40mLW-(10Ji;!dtFk)Kc;A3OY5dV+!L9ovgB zzcrRPA21$qibIA|v1;JF@SAUHuLR#b2^qMB+2XnsVYQf3*sshC3Lc;8d;k^{mebhV zvujOYhs4ef%3Z8S%w0gA$8#twwF_MfN(Cv=iM5pza6ilqri`r=lV1`mrQYWuxv{VO zTbLxDO5{P4G91sZwYC>MwpDk#xX=n*-{tf*`28FEMi;E`=AND0<}QPKcr0zcM81Gv zs(ioI+LPTq);0RK_!jYqP?QBHtEPZ6laPb)9tT9(ezFp-_IZ2EQsMlpp7AHxw(NJ| zZ$s9|I{spTRr_fQvVB2<{29{NCFUzE(Amf-#A1jZa%2CF?tN=tARKI6F|eYdx5mEL|Jk=4jOK5u9WI`C@!RfAjcWAPkIzRhv{x!Bp5CHbaQBRVp$= zb!bkJl0~qTnzADP(Awh`ia{qGt(BmO){VPQCf~;T((z>Oh&h|&izxa1a zQ)lEN+DPCplwoVPd>MGoMX$Db{UoMa0xzBHO^)ryPw_nGhLFmg%YV^g2&8wH$~n;| zCl$X{cvgF3gt760>C@EvXSQB=3*D-S*7@q_YvN6jQN|DnWjzftglRn7IAEMpI5R^Y zDX&+_Sw@TF5@^noJj93`-+xsNpRex4qA<}@Aad(G02#5ec0 zdQKK*Kh(~7+ZA}4hiA91*tWYfo4FSLNeU*W-jC*R7+`0P8=&`-^~FGE)W(Q}Pt#JN zKY>aORClJz!6Pt;uO&Y^!w@TQJi}Fd6qSB#u~V{lE3>_C9RqF7uzh+iofGB?m|u!= z+d67Fd<7XbvX3cMI((iOfzg|_R@-)O%P`5~@-lKoTc6^v%lxLqtn+iWbA1=U{?bG+ z@L>lBkn}n!@gwc>n$75m(FyirAN9`Dr9@*Hi1oe2L>6Gzl1j}pfXSVE)rEQiH2XAQ z%{tr>@Xb4=^tZa<7%=D__3ZF8G!sG%40^KSdW9NE_6-$-WbqzNjVz$?BWyIKUEB6> z4H8$KzX`1w*9fEOv&Hj)b){IB>Gf;xq!xNA#MCr)V=ulm;M#;F{>Yu3;XA**#9>lh zZQlyFpWX5xqOdEli_g0g{c7x+@&;&awU3nOIys`vuT=JUI(TuD&M5_>Nkp;>xqc*h zLm1NT`e?7T?r@LLLcUL~^d;EzD!>JaE`N?p=U(_&?5%LdC&gGu_Ybp4#4DT(cJaoj zX7I*ZUnBbT3XzfJkL)K!Pf8YG--vfJ8^hdP`Brw5u|w*)yt5q%r9b8+a82l}S=PBA>(Xh`8{hVcuyF18Hn~Rf2C(j_s|1NvmC95&U zTSLli*Asd6E4}+0O8g5{W(Vr&WPF8H$R}yc&4T!5&sxO!OH2B3atl-23)Ae1pQ4kMUz5N9@dj_inVgD<7mwJGlZ<2;@*7Y$2Q#zw6l?+)5@ci^7 z?=Duue*TwZn%umBD^m8SQQ&DX`jdEx4p@r#w(#eKW4g!vyi=2?Bi+ObJ-<=-D$=xa z{{BbYU(olCZ>-fYTjfFC^L1~a_0V*r*&Z+Hn@WdLWn^GYK4f;=ksF2e#p~&C9&$d? z_^q(S`sI^Wu}2 zXF*7h{^iGa*ZXxkB80D(GvNHL06dN^O$Ok1c)!7c^j5?6ZjlOkzqkzZqKV!|&;>jc%E^4y7kq6G5V*-VFI zr+X2*ju@f2cl!cp_3L_g;D-ihN zbS;*}kSp~aw)E$7|84LmRgrYBMvrP5@3dhKfF>-`x1GSqo!KYks}4z1&G>|eF+%#2Wo$H$NFKvPapS#=ZH=@?6S0%u_9Df~ z_-=>RhnaGQxX;aA`42Pneh~sm48}=4O78kmjee&bl)15?36mOLs`&~rRq3J@?JZ1) z{EK=8L-x9~aPh~oz4AT$iJclc&lWDclImL+W$8OhAI|Jj3Y^NIhOy_UDT;?9-3lL3 z7MQ5nK+5p>xz=wVF)GmJ z(>SJWsgWMq4tMa1cOi5~Oi206+rg2ID#V#5vI3!7ZA6%~^Kl>jvq*1I2GCZX!Fk*^ znU|UsRdkpJckoxn9V&j__8&T<5c3L4yN(zN&$sQNbm489oBrz*{6aO3IUho`LR&WE zin^2>Y7H1NhmiBBV+>bUf?uvaEUa)G41bqHxELHo*!W^kmC^I!+uLxDgu+avI>$G- z@ie!KP|ilZkj1QD{K-IxKw4FR$v&nqy!)tOlFyLMoNf!HgQ6>D{JoZZWB^rr$;{{2VQ%X*K?yDgJU4JRCJCzz>ub9p!nxfZy_~p^MS3j+k3}^|msWY! z+kAb|!LKDw1}*c+1W!UT#))z@k)B_576jPB`8#qu-gCw69zz-VR5&8Iucy~TIWNpz zn}_qu_F|bTuV-v`8U(NOF@|t>EQ=Q}X;6^Fg;EcM)JjfGI`&4?%-$JMXjEHTsk`9GHCM|8w|!*~pvL3-Cgjzz^Zr04kY&Jhz?(Li5#jXEu1J~IAj{CyrM~(rKp53%yzAtfxVrLW8t$vZV)Qu6PDYf^`N?*+C;i0p<9Qac zTJO&Dz&LOTmPJjHrbs04JqDNdJ4+r3Fw0$25~kT@S4$bKwi{bEq}J@7}9i+tCE5?Wa_9HXfKuFVzuF7y=jh%NAJbo44F&3Y#~ok4K@b3aLi3U_ZC)S7YNg4{{i>M7-2X`LV^6IFTkv{!mnjf6dOq`~ zTHUV3Wg7OoJXH6AZ~rX0Gdfu?^NHUCPborK7*MaUKyZ7}lAITVq-JeWSE2_Z-UkOJ zvY2Cx&cYF-iXRp_GmWR!g?%&l>iW(yPu;ywR7Ut|OSp4lkvD`%FT=0_$V;;f4Q5t; zX>6w{x-5&;V!H(w{_+9IiVRk!_eCF$cj$+Z__MggEZu>i4SZsvM+Y;E&S zu*ct~#Iw1qLmx{_T*K0~$xFQ9p4;S>)|8q zTSbXnc3DDU|B_@9A2ZByyt!%hzjHDc6Xp)fj&G8&O05d*>DIuDdhBXf1ruW}${|Su zd=!4p-s*}Han%&qpJ!GAmH4PHD+W2C0odAc$_$)?w5N3g3u|wD{CO*RoBs-QIYwPw z;{@Q22K?B?c68>R1pkT4Szvy3|Bc{AOlmlLI!8tt5Zqm9dj))q1FC(_ZcNlQgxYcB z@tuE4>{W%R?{Dc&zDU+?u-of_zg;za6(nuMex*Oe({xrB4eW*s`MKC5~h4oOT0M}Fb+mxha3&XtURs=L(U?IfiyfT z5#U?TQXc*ULz5}?yFEVe=_~&(ZSamocCVyIqme^!(Y73&SOQ_POBskgFQ|>Des+Zy z`-$H~r%i38YQ~NL+wiL@!NRl(dKY(1Q$bAzWz z6+hv)RUhAPZ`mBP5ft1t%qCrsw47wx3*fxP$LqfzZ7erhn3VqXv~!SS95K+CUiIRR zMG60GxXg@k)QWR*AGJZZw7pDI3Brhp)u@hd;9cU!ue0AswPs!O{ff@+{&*z@bgeDN+i zym!eLEqL+#OCpdK+jqZju4iN8WJK=A_u_-0u+fYQr;Se5Q5(Cd=M1g3A3(|ET{h4= zg_9$CB!RiYfv+)HHG1dpck0?0nhnv!sXS1AesZakh&;IFxd$olVWUL>yEvA z)ioczN-C&vf?bfim-J%g#H}jMe(<>HwTn3BJN#1I3>LivR>bxE)WEIp)G=>3_$xb? z^*glUeW&e|!_wBOP;oXj=}sdGYMb z>)?vBo47sV;)JK+%GE6}v!xZo4|V+KuCuUiOByM~eA5atl2@z4&}?8gDEj2=rpyK2g_W)S(L*= z_KX_$i9vxSs&giOvlge=byYeaGWrSK&!kb+cpwl*D4Gs>GO~pHB3c)7+PtrqbTG?K zWC^MK+c@@8mTJ;&R&SAjHH44!5>?Y)PCsUb+WPCq#ocEW;y$&3^ zE4R$25F&TzS#l3Mo`wZCawtn!tFhSfD)+^6Y2k0?Bo&t-96v~x8KoGHf(=JiHzqF# zIp|u3fG*Y8<^0O(rt!})j~qe!eJW&k!XjUn@>4LHnIuZB6KOeLW4;bMq*$qBc7=2V zG_%%22aTelynCMomt4`cE+hW^oMnNmPsdu}#ux;GU-kz$o#}%crl|S1=hkajChoSV z*H8+VvVHPv(`kJNqmA!u-vUqJu}u?z7O>IVe!{OVKhi5&9~S3ccq|77#IP;fp{e%$ ze*vSV^^$Z|F7NvAD-(uCFE2DuxGPZ9DFSpVI_+8x{IX%f|ICyGCZTtCihDeq5RosV z>~(TWL6+vu5@R=C5Hbtt75kgMEbTqbMIr$R)G$y;%t_WN^i%qjPLAkuW#_31TC2C8 zW6nWyN31!vrti1C=`eYq+4zi`RnQ&Pa|^{{i02xx^)O4CpDXU1VSF1`67ra&F+4pX zcuY^Rr_1&+vCogysEq;o_IbaLkck6ShH?2*vpc&J_i$I_w zT_~=1bP09}x{769?!nZ~hDoBCMUp>?tDg(`uv90cCps&)Z0tfuvZHW!!xLRYk$k+m+a$2DLBuXOUrr=mdl;?EDlG9{=9KbLz8jpM!5y-V*h@ueOinzgrW?Vgq*cbS0vi?& zt6%DfhEtPN689+meItlvT^-ryOgkx--I(%vz2!|C>~@VUd)VmUsNd_pF=MoqMrA-F1Q5CaqFfaT$da| zxdw}$2Ex@#?z^pByHNCpI@OvWNZ_U?tWD?0ffXv3F1)^KL{7JN4DW-1|7uAIcd&I3 z2Q)eO8dAr#7ZEj$aEgXGoQc*MUFn5J89y&Ja{Xj!yPg0%vqO@u9^Lxau z>l`A4Gt%Ih`e-6HbEl8eni(#%fBftb7PucUs%5|MWy5N8B(TUB;2@^m!;N}A2^{h1 zF3M7ZI+)+E6CP}cmG<10*5Etd6ZO=;$~=Ve3@8IE?U^ve8m2ne8d3*OQL9gyetQ`M zG~Am$5~Dd9-ssv&*f0hB0AsmQP{HjdBA@AM<}qJ)w!k#26LqcUEyBSJ68w1w_el?w z1!6A49&?G{u#5j}UPp>=sIuGuq&WzT7PBrDjS0n+PNX~L&Ct-ouQy4PXp|J;n%u73 zdwuY5^HwAysLF-cuCT4lYZBqx6(Beuh(#8Tp^d=O zlsng*2aM)M73R@WA{qTue&E{ny+^Js6>LA_78M;pjWGX8in#6i@mT9R0(A!KdOBYc z5u{8Jrs`pfotp7j9gw*CeY}V(bPmf-nx5=voYe#W-uLgho4__`Y78(FMzMV3&{a_V zNf(>vWgL~fJe zSS?2sq?@ko)S27fv?X@IB&^<>S-=jgkVNnHsFiES5(rwF1>$^iX$(9(Hg@tIk>zLz zcPyT33vPs?#xPExfRtPm?UdX6HE3lR9LN*M`i2)frSUb||0Hjz-nYX-v3LGbD>^RF z_f_-y*$z)uK_%Do%4uel1kMobJiUEQnbU}D@mv=gS|jOLvH5I7K^4haT49qbdu z^ow%2bpm)Io7%FxYXUe5R2M<$etzU*E*bPP%dCgzMCEdB75Wgmtru%6y+6!r{W0`D z+c3P|6x4W@05{8@Z3{M=VxqF{Mgv}(Iu{4eeFi&?FkT)yAqW)S1w*;_69|RKVP>g= z{`V|ZrLfo@o%fi*#GA)BvFT;=6i?|N%iHEl8GdG|2AffA(ZblmU8rV?IWyB$T~bbA z<#x&A+%cCf1aY_zc=zlvc*{~XYZ?wE-@Vjz(jk|#7Fi4}u*PJ+Zu3`(*qAn(YHB)$ zLBd5xRT`r|ZrC4yMYsCGL zU*vbmfFMH(uv{?M#(lZw1&$~FTH+h++%9N`g-g1+GNdFInBH_M?d&DmjQ_W0i+!Sh zoB$nA3nVMbt-nUJ#~qD-JxUG`y-z$^bgrW>h30+mh!Mc21E2pfkHI}8Eh1cU1LKp) z{DIqC*V?BD)m!yD$jvcU%Cc2JmnlS?DX4T!Q+2w^blT8X}kaaXA?F+TiW5`5l+Rm7sRL=d(aPD5(yU?y|cfjxHh z>9)^9;^S|AcG^7!E&YH)osYY|YV9v}2w6s9gUs-Dx)}FQ_Is=?tPo6N`%v|bl`34j4wD!V;Ep&7*A}gF;|K30UOaqz3{*~g-%Fi*JJvJJ|F3w zSoJ&Lr{U(ywdd}riHeUWkcHaDl1TfxoX2B1xVdlKpUMLN-*4NRGyuMY`c?MS(JK_= z=6CnZd<`*uICP4uDca?oyyBPS^xi-NWT#UrbcQo!xQj$LfnhI-HJ(sg=*SH0Waq_u z(ojplGxZO?+MiO{8%Tab%@7q07cCOex zdJLmUCo>z6Nn4=X0Y+zY*l=>}H>fB)SoB+lHMGnUDCFu%_^^%K;=CHkGdgjw`PGE_ zoA`$Ma*Sf{1~ONBXS1C2$?6bqhar%!EHXo0os&mqt6-m3QFJ*KNNpnZji&3@UR0e>4LNgx$3SE z6^$q0>B``0!M3=B{t|pA1U~*%O!>$OtCyH%*zFb{<$4|Y{Bd{wsSqicLMjkH1S>)K z)gB8mD+eg^RYKH=%BOvRrypj=jtej}$_JZn%cXZ1#&Nn?3M`nsL~%qqZF<6`4PKO* z{eD|bG1)sGoIGZRGj{L-`k%V

    VO;rt@! zK?R_XGfLyO|-0GR{Qk@#ew1{E7py?sn?qH;M~{lBeHR?maIKXc*7;^K40&0 zyi7>B^YK}lfnrJ4qnl#hHNd+LSAi?$CLF54g){uxM6nkjy&r+maLqB&DH^FX-;+L; za8zVo+)M1s=w~}Gq3X$8UId-@Y5PZ=?FrvYi)+_DTkNQB*KJZtY|P)RP1I$!gVh&j zodz4_x>cRo@_XRQ^Riw1U!TX^xs1_cSHUtA;tw;z??yq4o(+56rG!P}UY(B}yHBez zKV#MLQf_DupSL!Ww@h#p5-x=-eAI%jsThwwf3`}t3Ly~OUB;lUL#`PP2W_HFHLtCq zaF}*{ek)tDy=dJquq-l)N`>;4BQ1v?(shUQxc*I6{~gVnMuZKodbMjZkK5c9?@O;O zDO>b$A!mJ~n1y`7-lpa?X~CrP@V#Pq0DyZ1#P7LP;A^Z@;pQEU+n?G-Wa{kJsjt7= zYU}v}5w@34+y{3OcxtB5M5ja4#wG8=T0tF$b$slFjQWIuyDw`x#5Whdc?PqGA%^jSODUr%O;Rn{J>LHS#;tZ4XZ6HVS`;3@1w zUpu?>Vi*>+IA+=mr03GV4n`}rZ0)=*vgTC7n8bW|bS?q62nx8T)z60x>D1g;c2vPT z@F}I+4dV4(w=RIEKFQ{;a)8_KSO}$K2n6JX_q`Z0`B$ zd=wpyHXtlS@5kRn8sk(5XN^-1WEwuM#N4OydNrrFVLWw1aP(FOMKXWE+}@cw#?}pe~V<(KlmOUI=uuHNE$)5_QzAs!g``Lkn=Y3!SB`r_27f2|lfWnzy|~q+vlP zDlB2tvo0-KB{TB{bJZnI`m2*C3NA#nhDy_G25=L4N@T06u0hGrg8gZoq_CQDwYzfm zAT`Jwdox>-u!@tpt!!V?U<9T;2(2@L>PkQ~XV=@4hiK~zGB)r=r#S$_6-ZtVtzhew z_mFo2d&V529CZjyswBA|gc$oenxNVI;lqcx{<%a^^PN?&m*N-fWX`;BbRcYh%p7s5 zzQffxA2OEW>tPBo65L^7Q>drz3;Lb4F!>Xi{bakVCi&QyW98zJ5}`fb%zk;yX3Hqz z%yz(mX*JF?d9+vmOAy2H%vmvA3>uk}A;Yn#o5;27pRz7~QWB>3aJ_st2`76yB!`8C z=$HH0RySX9rDe#|Bv?EO&oRT-ZOT5FHNu#p-9jEX^H`pdB}w4I>{f)hY3WVE#rc8z zqmygyy5IwCHRAd($~w+D+D%qsG((RweAUd&w~5z6bbN0*^TlqSRN8SXiK`Rz!Zpbe z(&t7bf9w>G^QCi8?Ni6>2OeVc1v>(@@`^W7}(HS-WJ08Uj&70p4Ff0j=A=S z=3g3}FgqlZH|?C-32sSvs3CbO^@aBqk}+%N<)yduE4n^RHu(_|T-IZ|QMVJLK^cAyYR+TKyVwvj;L*u? z#!TkubV0pK54FxkXx8v;4tWCfR@Yc8PZl^m+piuGPWILz+a`=;a`!v@O4ykf&Byj9 zXD|B?R7Z1ZBwCK$UIR0(kbSdXDh56*(>;i4@vh7)`4nQ!i_cbd`Rrr-OLikPx=74) zWG$DnpSa+oI*WbjqNg}rIqzLsd&(K3Uh^T8^&gd~H;O%AtfNo2L#wfsG>lbC5rqCj zE_DTq&NOBPA_0@#8J}oOF+{jR^K4*xrzQCYqx*XYuGa*I1RCwL9!y$VZA1?edE5eo z6B3+3OjZk>Tn1$<|4mmblRtgehx>bb&V?W=xB1=$x}+_ zJBauswG{Vuy(O^;9Aiq=NF?+oxDB~$$n-gH+ZUNb52MdYF2kv_P=20j!9tU3*sGX$ zB0-YZQzu@i&p^?ur1MO|Xv91|hfPmt}=r2ZM7m}UhNv8e636seNpeKnZjz$Yi`zswa2iHPDZ z8y{ETg2#}6H!ZTXa;+InvpKKVm&$g<63og6=oG6v>33yQdo2J8^m6d`O#b91w$3T4 zH1DyjmzYc_kxkgupDA8U#r`~b*Z8C~@&nJXZYO-6JRfmNYpcOG=j;8lZMgh+)$twJ z8tgx4gVQNhN7)@zR;W6lDbSqlo zurGLLy~z>3PHOhXm*+6InKxF^5gqR*Mgf&Aj2r)3wC)f_L^m>pX}cK#>%HcoSnihw z=aO@m25@HYh5Cor`xi<RT!+3Qoi5c zRP_6s8`k%|-WwKPGmI9Q# zqdu1?@c7nL4Ffm|H^6KDmmAL_fv7-a%e3_5XM?G#WRWATHLNuIu%0{ zJ^wiRCMvr?_Q6wFVCF-Y+^YmJStsKkzwLxba9o32AXjiiT}~CkyAae_)g`lkBHo=~ z(J>|4AFV{ykC;g8Hm32O~Xs_2hQ~Ob+|l}X*OT?smOyvV1oVs`St&avZH~0{|8k6zi9UV q9s7Ut?EfiwBu>S#ce=l7C literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s1/s1_part2.zip b/tests/data/mapinwild/s1/s1_part2.zip new file mode 100644 index 0000000000000000000000000000000000000000..aa98f262edeb2109275a4eac8614cd4870161f07 GIT binary patch literal 16205 zcmZ|0V{j!*6s{XgY}*stP9~Vxwr$&-c#_P-&cxWUZSUCHv3G2o@8DLQTXk=DRj*au z@B4GDuIlPXMIQPaHpKrNlWP3h|10@F3&MZVo!!{Q)Xjr~RptN4;QyD*K`Y(aRRjVe zKnwx`_5YS}uz1*71+@C|Y2K{xI8FRfk)-&OLV*&6T;dsv7$c|p{qA>4tQ@r}S8@t+ z1sz8^oqN+%X0&-;5{Q`7nk`9m=lJ8Z_T2Z&_o-*u$Q}UPwg&^7uKZ8WCfHp$*x7G5 z+1VR8*a5mJ_5<&|4r$!kmWo)*O3PobUsM-gliOockD|cE>hYuhHr!e7js2MgQm=#e zt6~0PzZrw`-T)u@gD1Vfy4u_>W#8pm1%+w*+o9;_m_SA4>T%$4_1B&8o;_=ch_xxE zaU5p z{$+ct5IEESeQ0Rrg)BG(8w(ihv1Q)!HP@gS7+FxrAS9O zDU@+tEx#Z6_wT4WOxNiKw5`I)Ere@HYciVdt9IIBcgrF_v}Pi93!xYXG=xp!ofY_x z-#D)?!<1v-pPY%xgoSm=%D;*ug~%;bQJH^lJ25!Vn_P;i-&8OW5)QkKS>emkE1jdZ zvfp>j<3aym_6yEkXF40tA%6Y)V^pkv(yq0;;(8b7VK%K@7v0bLoio(?8!=BXqp)i( zwWxrqCLdogX}V$?%b_mk4^U+NW4~bdwczy3b%Y*sOD@vt+gdHoOD>I>n$=q?tto+VM?STUvmrUh1-$n@YF$^+mj-NRHm+~*7Xizv@lJ6@=AKDe`9_aO` zSfqR`#=;#C{b^_OjlEIVCuKzk`#0FX6IpiiI{qXzGKe>BY~iXHraLoOWuVG;5nZtj zPn!cr^==%qw(7>Z&OAOuaH_X|h#XEZ-HRA%tm_&6dcq!8BXmQk6LEPvoOH!zTNf5D z=UYWhS(@1)u8iId+-r@@^2N;R)!Qk2tiX%xcIug`$%X3lqoN-C%hBZ#1y)HKqO6T2 zeFP?$(;R^J|K@|7hNGLezOCCJ&F8bNRGsqgbH{2fJL!m z?B4XT)uQ}MBvO~MkU~y|Jk5(2S$De+UpMwGS`^XC!nS4<_?MYe zP1ecTRQ*E29$T-vZEeV;(~<+FlbRO?;}^S2$5p+=FXaYN9_gd@cM9{O*1b1_mQC4~aoO+$ukfUqyCJlMwAW_zsM`8~U ziTV18Sz8!U_yoA~t~=-Yrqy^sYOC;nRF>0?f0ITVWfq378{@gWUI%jSw-cY7-Uz#A zX7cAt9HCf`KDp9y9wRpb^TK9nf%25$BM^w5Jg^uvs=HYcs7-;JzSWqk zqoK-kPGOAj9(*tAwDvRNX;Rt9i(Y+h#?{W!WCdG~|1TB~;*;rL=N0*hLR=UBq(dE5U{}g18D&+yds0RdxjcRCw z9KF#KpQhxmoL&wPwTz$|N5F;92u));OiEpE&bff8WXyu4brCW`Ag{u-+4!jckyZf_5d7_(-u6}E!-4EgC zHseo{xLSzGdr?M;d7L)QSEJ3D$<(?lt9AK>mva}!`Um-ZLZp66+kBK8knkpEL-+Dl zD5Q{MT1hIBhEAqD?)Cm9H2BZZKg&1W0FgTD)ItyJO@S{#Wzh!c7Bl6_L|l~A5>$TX zgr{O)?hOEuyM6cJ*H&Q3Ur1xmml9ZLhGh5e<_kTqnDFcF|J@o3m@;bgD0mE7pn0#E z?J?=p*;9*juQ5(MJLtb$*+s$o9)+W(T$X*MYD7m)NE}UPUl{naR|B*yB*lbp<#gA+ zsXEJ5uJB_fG+PaMgS$uQnpA&nby|E)i*F0@8G5-3>Q}yv7z8x7k9%SVk*W%mzGTNY zD_@d5#Ic(BYGf((YGRGWZf;i{jD}3BevUF*MAdGwqr~m>rwOzy?-V0G zUEF~Pcxii$Wws#ESrcjn{E=fs2G$ZXZ}Ebw#@h7CH6K&TuhngWZ}k~-JZH(eOhB$D zeo^@W!yUOyDWLN1-6k$5?p&I^qLPC9pDFhK6*#@otsp$2edMKX1w{tCn-KpbJ8u41 zi76}lsd(ie+Pc_JBf~S$&9|uuF>L3D0mO!AU1e|)&UsLCOM`F9DJf{$~$ooHq!4ho(r>Z&Siv4?Dk(B2ah!(SAkFS^P8gCxYk2}fUeF6Tr z2R9^>ZP#xt82$>Vurq${FRJ<=Ly~-cDBjzgG;kDy< zdAQ&kzXk3_@2(X>H?lmtK2sY z1O%!!5#EFo8$l?7peALM_Ba)4%b-_Wd*N6^~r_1JFZzvZE+~lVa%?5$2=d3M-2d-byWui)9D+g87;7!{c zKa1&lU@a_88f8IW*BVr;{+e@XF!iCsorSg>njgcIZakOG7l$9O(7vNn#99{MGXb*R#oCR}~?* z1fPwpL{;U#+lWLcVdj`$4Gk0Dg=W`1U@`ss3$9OiM{mtMWbk#2j;HdJH{P9(+s8a# zoXq!UQtdw+U!92a9K>PTbYGpYTv1l^dcZqM+0t)JwQJ#?>U~DyjE(OrkS#%|AgGFN zx>b^=CPo*+p7T5f6=Vxag`=z>N@``$#bpZSl|3^Zp!f1&epCv57CWY8hE#%VkKFx9 zfTQE(V!Vq=1S!IL<`32=-ma@8u=$jv-6KJ6N#) zVwNIoLcBv#_^VMZ>o=(VA#QyAGqCAKW>R(9Y15bLYqz_Xe>YvRU`9?|h2!~e>u@C2^u#k+k%YF0vv3j^(bjlw~LMe)wy+aXNPuQ7P-+*Jo zea~27)G8*ah}hv4{+im-NOw3Q=$-;ao!RrER%qY3uKQ|Yo?9_F}>qk^=rV<9axs_d)j zCEsqX3{rn_Q_b^1Q4pyWnIN2rln-y@(*;M~H10dgR~NxAOcGklS`P|&7Yt^b4x&zd z09}co*Iqw!+S)l2((eVTpGmqFu=B70;}8ELh@S-eMeSJFO*4TPoAsH98|&L>v(#nm zNf=;!OQBeRXuPveaUHxR!cC)9ru=G!ovJ{NXlPKjxNpW54MoJ-_gCKuatkfySVI|t zC}6WdMY8@IMI0P)%%CB@UXIv>iRr}Gk(lh)gC(pyR(q1W+*Ch^9y;up4rPN=e*u@a zcy9XsJq9D2T}DZz$_IZLdQa`NbusTNN}I`chk8)I4q`}%2AW`&dHZ{>!B#A(cabsb zN$Sm6k77Sy2e1U=uSuAzpH*iqvo)B$2!CuG#Jx$cIDl0ZM0NSs+~umFZe&V`wWv;rV^(9Q0xCW8@SiM zVd-#`w%INu68#$1>9x^TBQA^n&GD$%446qgOiRM;(>Qujf4s_drOqxSSf~?!{usq0 z^r{O5z24mVaW2!xyIb$4?M|F(scc6dUA?PWmJu0|&eitEaza={2-Ui6U#pdvdGzVE zMst!#8niLGLL}lE4^ktFn{h7g?Hi;Y8l>me@R)H;K^erT5o- zet4^e8-P^U5n})I?FOAVFkMc|hGgjB^3Jw6XP+&d(Hec;5G4sXH0Hd(0;lJ81-a}c z;1a|lQrXCd!twK)e(QAP?`_vdRh#$kMv9A=?uHp+HG6zBIjgcBf!o7GquXIlvTzL@ zXF7MRheoTlmz+`UxPgA=>=Ni)h4j0&qba?sTY*Dqw9r@sM@iU{0pGT>k%L+`ihagJ z3eC58FmXk0H&~B&ATqUx40uj}MFds5z2-Z1t_ljXKF9miIuz`ddJh_dXLr~Cmem(* z^j-zoy6v&wfh%cF0(D_ddoXKu&f^8{cJ5kYemH)dH@{BYn1A$xW)xM|!*_dk7sa;O zzL9kdr{6uI^&>n8aGNHWTDWZ(K3xnmy^{vZ7kQ%YC($xo_>J7?v{@Hj9t?0zf5Hm*-I5gTl!^zsyjvYZ5VqyXRb|fROT_7MJEwDtP%f2= z1&b~u9HO);%d=Ycs}hKn9vlSyX5X+vhxjPS0o3Od@-jU(=(sf_1!ubWXBRIi1T0rHG0`UFd>N;+Ng@zlomSU zmTdCyI^%*&sxc3yEc96e-qVh}F=N`~?C&4I#m30>dw1%&-HE;L29sKYa}OfF4aa=* z%wU1a_tTrfF!(|^%2J*n+tGAn_uHtNm*?%2_wu^mP`u+%%!d}3wSq<0{k6M9ax_63 z1qbXQJ6zR?outM?Sk~TXryhx*+Svr0qVYf%qxS+o8bO#KQQKY`Io|u@g1aw6Fa^$u@l3y-R;PD65L`3Qg%XcwT@o@oJ4+7ukO!GVXh#tvIIH*3S5CF++- z+L(z9vg4$KotFgKZWOWDOnlElUFVDIg2i`i39E~IjcpP3$8X3drq3ZejXZv#DsA~R zY|Gr&Z&jip=pj0?{3x9Q^&jo_he z$LV{diLGFq|I?^|;d>uo4sgaN;MYVg5Kv}38B&Sgz^{6irF*r|XE`Kozbu)^3!;%t(=Rjx*2xf{g{j0yVnCERE5OWnYZ7 zr1^5sEho8se2PEBjIw!~4A8J0Dc3e5RL0jZFa`p%HV@+5@yc{b2~fooqHXqS|B3TG zUYE@a1PjoWJ^M#VDTz-?IRjyMC=GmW(^Y9W;A-`T)7ECA);I-HqH|VUgdd`h<>nal zjwB5*Rdj|9$-9H`kOgm&!+Uy+_@KWm0=CFIT%n*v%HyTu^RBnK&aBBp_TCk8Pwhrx62kn z5S%bz?!6>2fZOfpvQI|mrQ6-v5XB0oO~t?StYE$cgYxK5Z(En%3aTGB3ahTEB}J4L ztYdl0{l^v>W^ff&u~@5cBJ6ZE3SN$hX6^XZrr31F6fu^-t$sR_B4vw?w!uT#_pTOKQ9U!eDk+=b4(3}0rIs-)!1e=ILe=j zsseZ5B}pl#M+}yCoCG8xm1$B#5cphg%=jrg8xe5EXA}JLmW`R5bThXl3Lv8%95|J% z9}L*?d3f$I`D~zmmqWP-?&C*NmHP6qR#w_8m9S3VY7-5&8`_B7GSk?7XP27;fd6|1 zeW{b2R@$umKBl=Q3Y(e_J%N*TzDtReEfH~v?M2&Ndr(C|NnP{2A_-)Boeuc)uF8ZI zMLTQg4c0`E&S|XmiozBfPaIy#^dS7jc+u_r#DO)I;_Q$WX1fX1bNhdAY}za#Dlz%8k!^fj4?p6j~M*(|QDoD!HR#-q1>4G}iC|9j%uKL5&!1fxB39G@rM zY1e*nLQeAP@2a^`R(9=Xs7&gFOf_|d=fv!U3)TGrZShxkc@0BND>HcMaop)XjJ z*TYP-8Ourg=2!ZoEsWZOGGj>}PYO}9L+)LzGKI)|E#M9uwV|IGe2if7qMsu?BV&b$ zshTGF%N`f=HMonuCGVMvTre-sX8HbU-lnJOM|w(`kP5YJE)L;pA{-VLJKp09Dv`yd zy{;hIZ2&cf>aAg{(YUsnxXMYV+dGD25K$~A8w(Z&bYHS zQ_o4=0iq1^s7E<$PU5Ng5=+Er8!l!;JZj95$o{bEV58+Tv6@a%MQy_X)k4+R?%g?d zpYOil=UX0uln1)_$g2Hv>Af|^4nZt9iGi>*dEZ<6bAH(d&%l#_qvOTbUaohM<5Kc~ zI7GxH>2ncBn!U#Zy37Z!Msi~VVUymx(?|D~)r{lR zpK9lkZ`$20_T4po(^M^Xx<}aexI$&L8GjJIt7-|aS3ok2>9SF7+!rNzmfxp&a9r14 zYG7~u7}%opCFty7E@}$Xd|6x6x(3YiwArUZ^NL=Ts_8AegiGHMWGW5DW;0nHvYuWW z2IP(;WMT;UlZO+F3jFd`rVnCzEbrqu-y)k_cHvacRA{BQGRbDQws*4?NfBt#&uUCg zM*neix1oV%Ik}?M`t<_6rrau}Rejj6aZHn3(Pf%ZMRv9NI}NF-iNvHfHX z-8+o?)xM8+`wu>H<6X{Va5(-4&bI$#*Nr^H9U2r3S5z=q zMt%Wwd$nS*b2;NH<7(I+3n`rEQ)$M68{EX-#lkKUZ9n=FQIYA&tz|)^KX7l{#STNm z#~!c57H;opg^qW8g0ksgcr1{74Jp*?YGsoMH=5yvjJ-0^tTU1!rq zmGdnw8s+Bp=jV6_m7}g}?bM=LJZTZ9}R zxC8sY*ZSW+Ec|G)bh_6~LD+B!w#y)KAl34j`VrNJ0HP{g#NbkCG=H!Ac>tjE2>Xhs zt3$u<8po((HrH1;26Cr1`)$gfMXbc#ug9I)J;?I9P%5TTzWf-pZj`}~oY?}zD$q`>RKcXKI}5!!ubn^uF$mSXf3O0^AuS) zSRT2}k4M-~)Sc=%p3OD2w*!mS3y0ZMZ z2cP}u+GL=4!IRy7e-mKROUD+&(1ZAR-U$aPSMH~d?l+B~AICbyC@Dz!+ovCq$L)~MP#(X;-s1?UwY_~1nhV!;{I*N4VqFoRcGbz$=0GMxrd3* z53=)O3v?hCxNgF&ocnz>gHa~vVs7fZ; z0k1yehB_dS8D4WW;33rC`u%q5i@xW34|PQQbNxX{arp`_>mp7VoS9usZLzlJVskDi-g=})y5m;Fq4`SoNDy!rL#i!epQPMx>rR`)_si!bcN%bJ}>S;o0{iVr`jP4Fw z4JH3n9xztgpG(U}O|FF^a^Tm9_Dp!UKo}ybKV2O>!&PZ*gZ&%RL2*A`=kkmbbe`EZ zL9Cvbm%x)>q>0vjZ>(~UNv+DzV{F1lxz)p0)^Z5hZ^mZYcHq2=Kcpu5_?flTj{|*w zz%Y&J>euEFC9EWqqkpEyJK(l8%$oP-;FAZ1f7lA1c}H85W}73Wfw`Z;Vkcuj!o*y= zpEivO7^mW5uMhfbV8I*UYwVOL@9WJ>XH}ut1@!LA(VzAra+Gvb0}~LTp?#8h%H@uv zxZgt*iP<_f@s^fxn{+uGntb;%mb}fNoFcfko0WsT`fE`^@qwH$0BsdRn?JO3=^9ox zHI_t8(@&gg#no{1GYe|kuH4gG?#J4Eqii-Z%=8y50Cwqo?&tezgUJ{((lgLFm8!z|oPx>_uXyArRj1KZ0THNP z)0E*q67wW;C+ER{wn;eFI|AA6hJubYe!z{{Y<`H;azgctC|R*&+x`|tcdaQ)3ZpS{ zz3q^{^O1-z{`>Jkz73DpMO!a78anFNajxb!XBoD0HVEd<^LZp66@EjF-(O|E{uK^M z|DUl8sz`f^5-RiFWz-1enI&;I3XP6MEsdMyMXm7sclj2;Jx)YfQuE*?+*m z3ocod^f}u78+7W;xLmWixa5=@QdWYRKJhIEz0Dr-33~=2eHd*A&}!Sp!MZK_o(5&u ze39tu+kAa|*Phu)a%-}5A@6yr>5 zqG52PFrA0{d|>BkS_WdmuKN&@X_Jd?%$qctZ->@7P?%IcG1*-{*F@8d)xUIGb{D1(s6^^I1j3 zD(guL?CM4eZU5#XXKi82ogw929Yy))PkwYHK=oIS$URESOb!lLz)r|!>c}}msh~+P z1C@0#5sCf+5>?5JQo$oV{X-=KC4T+tnqhff7<+U5v2^6g>W%r--aDg!PrwPF<2?vf zdA0jOlzkhTw+(nEP`flZgcV#%L$4LS@4kkD>l8=le&8;>-Wb$XI-2`bT!_z7oAfTX z(HgHNLAg+Yb&f#HfM5g(HoqaLAEX_2{bpqKYt##-5%Y)Z7N9Z}8egR;|59a?@7w01 zU#CYAnWeI{ReJ=U=~%7j0GyefsfI|DyPz`@{(7qpojL4oeNE*)nf0#w5)(+lit`>G z7E4cZ<@QM6p^q^Kn@`l%Nw11C>M5tmfUSce88tpp>GBv6d;cdRu}-Cm$7Rs7agrKSP|2@ z?;{$qqdvFi#}*Bk9taQ1k}qWRpwzw7=lr(H*F{ZA6jAwTCA^VEGpp69PTQje46vbk zfAO^=gnv&vMtW*8Nm+*ENVbI+zzsi#2^%lKENeZ1yjV+5I5KrQ^V0@Bji@=ff)jh=ek7%QVNf%!j(FwBAm;vxZ11@ zwRuk83)bBzI?XoOaoX31)eG%buljoRdA|qjl-HywQ9dWW<~}>FwL?kz@?k2VTpB zNzQ$=ag-j|7D%L zJm;Ul;n|&myBz^8mUop%=IX3|J)~AnN4_yVO1up$=`{UoXOj)a0!4F=GVGU`%a|i8 zw4(KoWu|eZ8_k{7F?2rj5&T7^c&iy*>911S6cui4YUfY{wl@q}AgH@Ki^ne8l46`? zS2`9%;7mwo+j|21o#t;JH|vWT6*AJUy+CVY6*4^s9YP_mywIfT^Tz21X^MF7?2*nS z3k{JwZlFN{LUE(u3riF-C>%OFPo^5xluUlH_fI9E4j)UI4BAN~UuQ~pkZf@V8wHsU zc^76dX-*?;@3 zI~y+!3ZN&(_f{8g##_&C=cyW>N27lIO21s7n6gQC5Ogue?Dmx$6-0r(4xs~n0OLqHQL~L>&~9tF#U=NBeDs+RpQ3*2g;U)WLg9 zhdyF~GW7Gv)oknMzu%e-9HZqd#&zZ3xq*f7_5x;}(${Axkp z2FIL~g}EE1k)e@RbgPBQjU5T0%Ed*|ZX>0tN_l1Y_Hg~-7!KF}9AOP{HQRA)PYVVs z92YXRqWw>(dBj&R`#Ejwsgs2u3c7)Gvtg*_S~1KFU+bYj-^rEt7m6QVEK8k#B~4O- zt9PvDky@FQ47$0EB9e=GuF{N<@#{ZckC-OE86da_w?dX^9if7n`R9 zu*ZcT&yXK0D~iK?xS>rkl@10ji6-|7(i^u?-OsHov5D6E4LhaFat2@1FF87#Z-%fA z`&PFUDFJuVQV(>b^qq$86~7`nr38Ev0pMXIRggr05@&+0R%y^Fn4pBF0lSf?28pfuZC+C^qUw`b`SRs>w_$4)50m z-flzqt9nRu3@(v}G^AWMBfusWoScR23)r>mnxW%4y9flA7z)IHFnS%A|U`R)*mHD$;-?Knpm;%$2*v@_21@@NZ1 z%fqZt_;=+m{>!E3wFpJg{T|_$Bje74ynGSihR@Gs0;HoNf2#w-^<^3xLHAw&WW}D|vvs3IePxE3s89L$=ik$6LGx_4sMe1r16%7|)(uP%AU#s|JP3~K?yBAG znMR0;J2~yzpz&~++#Jo*f39sZEL@#cLMSUp0|AtJ>!FXn43~voLa+Gr3FwY=F1?-E z0=3sfkBoEszQIcpAe67a(Mw#rSd8)_+BwK;!!vj-Lir=nao7Gy=E8Zsb1nf=|IjLF zeed0#A`4tH+}z_#sm^THjuudCeENS3NJ}KgXS3f_wTWUpC$V>*?q`M^cQy_6Y!Qvz z62TY%Yq|G->xv)yII-q2ZkBej#C;P0qNqDWrhp<(fxI|`aS%9(44ME2a#p+AVH+yw zRr@z$)bg6?MyWuJ->^iXe=IH>@kAi8a+$>qTWRYnq}R{0#7LtWzdaLM8xL%>>T%n9 zH9;#o$KNUVQ`OlU?640l!dEJ!TqW3hZZz6QiF9YyXUx!eY`3(Mw)oqA@Uig5S;nC8 zPXB5=Txi$eZ5U({pbr+we*cI2Y1i0mURhLhjR5;KcTP52;_%m5Cp_x-Tm(V6hZKf& zVPBajm&O$UP`U@Baq=~I?tL(tG6)HJxW?48Axw*2aw=_bVC7^FPbCom%^vRjXYQt{ z`9NMZp3)G|a1WfDFHTK`+Bc^^X3RFxe88|0~_PQ zs$V?aFZ`94SpVz&FZ>d7#V&=FchzH0EHW}zo_zO}*l69A?|OALDBb{jxeoG`h&`>x zzlw_8ZH*%PYuq!o=)VA}Ye1odKKBWWm$+0pvp%#XslWvDyRg^% zO+BK1(?YiI3BA`td7PfOEe$u>R~Lm(9^NDWr8{94Mpxsxo07mXBpFA;AIfn4>7uatN*CG8w6$E}VQodJ7NuLQ=$v zwXuCwZK!xt%MRMyWrdpg<@UqK1e9b;8I3BIJJ9#&vx3Q$>>-N%>_&XMhFQ5K4p(3f zya{f;hvBQQvz~nNfxVB}xE^xIfx$wJeJ2r2dq>C}xkbfjc_-kV;m!X-pWE_gcl*&n zqM*m?Xp@8=Qn{-hIB`f{;A4lUTttV%$a4M@6(j4~es&@G&p1rop(&uHgf%S3VxWFA zIQ80WC*LAS4rx?wmup_fnFnJ|MWLKOHm_H=+-XnQ#SK;p3O3wpKnqg;XMg zHkP)KRBY)6YYP{{un$`srBiQj9tV7DOVWO7^e|~XU9jN1J#;v-z|ONf52n-kD?8h~ z52jOif~i}w^6mlxf(VVrQAS1&KBVBtikmJSJ$CU73y~R=`(rycHUuBB+UmUy#MWvF z%g;;`*4{FaY0JZl^2;i8bbZE-GU;$wMq0*77=cAO8UGd068x?2_Pc$B2CCPVJK0aU ziZP-7KtsPCm?fl^qqz?)m8NGrBU0LZN4CK1dpgK(G07v|zvN8<9)a-V9WDW|G z$E^N-zM3i+u$*uYI$lg9GY;2QWmP!%^LG0k_Ln!^dbaxRZM$PKYs1QGAk|nw$R*MV zju)(OH&+;PvEp&BHPb*#^`}U3GJTV3_D5G!F6^DYdKTk|Kz}Hg#)BCa3K0vM{$ush zM~OoF{LYtF(H4p8ORBKFkV~@U0+>e+l`cB^lv=rFpk1n9ckJXlv z74oGdmZ!%uVUwbQhtgWy8s_f>`gB3}ghinyaijf&lleZ3Oh-3|%uL?|*P7~ZIw@9% z?xM^SbE22aViAQb%T$|NmHADIkOT%^x>A;X;woC@{^?(0x7`37+RT^GS}3W`NB{D{ zukg5jW?U=w<(yX@tVy`L42`{lZI`sTb`IVyyXZ*>i10T)-KIe0Q)#L5=E(8WJ%nk@ zzoD#A?i$|CUfDFuxfbHAA>aoOu13%TU0Ch}_J7R7`;>R(RGXO5NamW_cXc&m93h;Y zkr5y~>xy<*TsR}61L)#gXqx*Qf}kA1hnkz#G-i{PBFMd|e_G~vf&De}31lCfudd3A zho*W{3>{$lFEdvk#8wpvH_^|_!NjMpqSOLdQ4~UM5km68+-R)1yM{ZyQUhuVl2tUW zqh&P3GuaHbD?Hq7zQ{BIE#&}kO5N0Zk?z!-z%{x8cUEE*(7k7GXIIuB-Dr9`ItPhhJH~YbsIX(UULZ8M%&wr$w$V2|c|I9!H2HuZ4 zI&+17$nPEj){WF8I7-6szM6dT`j}5FXg8jPijzY~R|R}*X#5_Rklzm_edZQQ`>EOtE-Kp~gRz(*kMKE7cjQjz-+gUi2lmKvamf~mdRBh-Y6wO$tlGkEy=e_Ap zY%N43$**}Sy~g*EGfsxvvv%B6SYUkQzOymZI0R)+7{!ZLW>cQn-!XQty9%ac$1ivq zo;}@-^ck){q=i#s#EaN+I8t(h+|^qPur_ko?cF`~SI4wK9<_X-8GAJHkVo@IpauMCXwO{=w#) zrik0ioRzTS9P{!nbU#uQ2LV*HRW!3Q*=uK8odVc|B)$tL=?HsFt$_?rAL1(~BS_WB^5|S| zZP%p+(0+obe=(VeRF8^`wd|ECGT;M`y^OL3Bfi!Dy$&Q}2Uz{4ceI5!&}wmfWXOzm z@9wRkcMb-jeM&Gp{~7sBS&ybXjx1h8cSE6l0{2Vx`9}afcWmRC#JR^1;oMaWHa$fr zbZIJ~K^67U^~d!U&ZH&cw&PQW-jMvjW?8^zb+l|-Q19zw5HrJ{ub|n0Yz47Ej+N`s zEN{MgZ*{7jGLGGZ4_tpUYov%FQW1AOFM^*fT~wm?BvFOhn0o{V7x$k78}By;-rHRBU!R#bEEhk=H|7Ma(afM5G%Um*P#i zP-!V_6*F5@xjM5n6U-rYKKMG`Bq!Qtcn$a`W zue|*(p^_W1<7CA5@>x@e*-_A#;h{>EhXr+a@XGzoLVx7*j&CQK!+%NE#%ag9tJ1WG z)1PY)#cHDeQ654yiHs-5FrF17x*BtJIDviQ)ULJ?wkBt>D*o}D#8l3O2A;~Xrd$os z|G=!&j(MZ4wku*zyWs#6O`{!KhitE~vRY65ctD=nCdu03`@D-(&)(x&7k>6d?vkqi zvYOHVNcOV9zE|HIY=I)YgZVe(L)e7trLSy@M}AYajaN~#|Kn7+;;N}01}`5^M>7IA z@KkzAgh1vW;*4OI9w4RiI-Ed7LhzT(YK6kqBL~rvca;wdpkPjb1t&W9JIp`7G0V4Q zfnwWEyLB0$d*CN)xMr&fwPA*abg4i#)Y-cIxbyI9P$j%E`<&s8T|j3gfGhzXSM3(B z^zm_EBpRj6I3ux0LHu!qNrckr+Hm&nx>{OyhCmwcNnEHxZLAx65t9D<+?C&gsRh<6 zyD-xdS`Hd)!+Yw;anFPp zBvRwQ!{0O+ZPg6{Z=xRZwMrBTX6OF>t%(;M5g*};D(H2 z(E_21cI;C*qkUWNe~r1MW3Nb|g5o~udE`%8L8~@~ zV|47sRuDWaW=InX#}!iu2#Pz0&oa;ErDwVajSScCk$?qMne;~GG9-l@BdAQYNpG-^I&kEQn;W=w{!&wr literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s2_autumn/s2_autumn_part1.zip b/tests/data/mapinwild/s2_autumn/s2_autumn_part1.zip new file mode 100644 index 0000000000000000000000000000000000000000..fcc0865d82164f5f99790c76d76ec053df53f854 GIT binary patch literal 21035 zcmV)8K*qmNO9KQH000000LxN2R{#J2000000000001yBG0CO^5VRdwMZEjz1VRCda zFHlPZ1QY-O00;ofQaM+0P^i2!Q2+qIQ2+oH0001UGGAeJbaicRUvOb^bTKb6E_7*T ze79q8X3^HR`^2_w+qP}nw$ZVTe&UX8+eXKB(y^V6b9%qu{_&nVU!5`QuKTJn$JDA? zbJdcOp#?w#003kF00ayG@{frB3FLn<=s$-2=QIBV_TT(}1o^)h1q2)b_RmlM3FE){ z|BS)>FT?*6)<6DF&7Xh5|6gNO|1r!zfBYx4|E>l3uLCg@{(tIm|8YndJOJ_^v;O0{ zNU;Cem+3!lhy(=?{^P>`O!Pme`2V(l1%v?f{(lwyME@iJ_`d|m|E2w(AQ%3B`~QD* z*OH3-v!JwFJ(2%CHvj+y0D%8@o&P#0cta%SfBK;tBB21707&Tn<4;u87uI##31?KH z_%3LzoIKY2yhS_cn?HeLn`}9DSx;BOOS8971T_5V}bxGz-|G5 zDfwySQpk2@n7oj?P)C)BaP_++#Iiv6&zKCqwDtVVBo?BZf zHI?k;p_Li8Q@OfGFcPgjA2%LW3IGqIuhbK)eN1NOWtT9Qcz~c;sEA8@TBu0RbIB(G zJw6C?Q|Y#6rr6#Zmbh((JsBn#Uee_9HF)YkTg;HRhe{=RV$_Q_ipd8GL*&uJ4&nON zsgI?1GkcIb3{|%GYDD3w(m~;A!PbSRX5X9hEr(87x(w)0DLrtIK(Yx>X#PGgvaNIo z@oOg6gi;H<^WHYaFZZBXL33DR>0{I+cHWr1*2fK6iO_A=K(B}2oNzz1cUedUs>1U% zx#b)C$vjPShtT#Qtr)KBrUtD9TalaykMV3&hcdO=LO7(Ek7LW-5-(!@wA?`To+WV* zaFq3~%+h%j)$ve7^TTL-HJOeU?Zn6jls2{u+}{wlykm1+*wd}ftd#ic*j;%8cJUxs zC6TLA)glQnS<)X;j8gr)S}urm^;l84*90`DPp$wMo^O;;*@>o(^Q~J)Y7DKc?=I3Y`a5{(W+>*W2&KTCj8Fx zUqb8wR{XWtgQ&A|H?*3WgQ%z+CN)iON3O6dZ=+|T8x@Ue`xSi?G}6~hv7ZJ{_N%P* zGi6oaliqO>^hvAR!_2&81`46#o!^dI1!4u!BLLW%U_$?n)lN`rl_{}J85gTgn$j!^ zFvfiYf+D!3BZ4D4RCHg2G*uBQ1w}SqJ@+o0L#c&?2OUQTFg{QjrMMX_Z=qC4UB??r z=pr!RB1Mp^JXstJ;{ZGR?km?`#TyzZD@tCD+9l#@V%%XCC1K$K0^ym<+4~*dF%bUb zaVhxc+V7U?gz91L@raLcxQA1d%~Y!fB~|9H zuLUt#b-Kl2rA?2cTKD;9@;DTg7VS=4cZi;p<<%xK3mE5orl{BEn4~_gczA4;57)7C z8)2oI57aCI2!p>rKZ7|Ll%Ae~$pfzazJA7so;gfsN5}KMqaYWQt`}eH4(8bwmud!> zzv~`DI%&fj$SHN!GdAXm_)^Qk>PKxkTZ8Y;w6vRYOwN)ba{eGB>_Vl|mSSpc#ZCa_ zzHrX=Wd6I1SXTf0cT&cnL!|$YHn-#3k25+#7z4ZITtvr8%R#~&bUvZupDCw2Md?t` z-*Lu?!$W>=f$iVVogd<$?&_h$b#9h+jq8q!(8T(s1J6Xwj&$U3+GKwtEM5lev`^#` zX%^*P3V&y|m6;`uNi@stgM0hd^(6U9o6yo5YaI&RW53j7P6NmFt&v;OKHxYvv$JCm zhHQV44C-E>$+!_osjT`jYYH!aS%EkfXvZ0Qqw~KUK|5J60fRfoj65)=7 zPW3dlci7~jk}*x1T=;rUZRS+Y8`EA2qRNG6nhO`#EJh%*q>%4XM-HYJLsGtHYb2bwl_zke$0`HW!XB60(O1>-U@c#5rs7mVGg~r>9Mj}Gc|h|E z9?@~#)URR0BkprgHm}NeTK>jB&k^$$)CeXc0CWu7XH{*KHasva1oF0^Zu?XUx@b0xzxtRSsO1W%%k@o2jWWyw$fyqX zZ{^$kSUJx5vdWp35Ss4={bhfefnjf0!Q6S-c4brHmyT*wVBs%~%B~&H8Fl>q%{h=J zw7BB9xtt(Su@rnq|A%?rw!MpaCUG2s^4b<*lwA#RLk5;)Q% zP*amNQJu&CmM_nl!YZ)a482#z*!>Bj`i*9|euyf1*u<(6iKWf72WQH_=`+{k+pK;h zd|^yUT&R~Kr|5XzTnZr~Or3WeSEwhRe(CW8JeLU%3+t)a&gx4pwo`p#hP2ip z{svuxrB5h9E$+7`q$gKl!nlJQ$~goeH_9bsD2x{QK1pJ(FPR-8i@~}$!SRwgmXSww zq*dKSVu+bMUE_}_(H*IPq)>od5wbASRc94Qf9$Mr#6@U09Cs0t`2rt=_mc%ax%;;_ zQPg zcfogStJCvaf|%P}@@VtAim?h}bccUKWShI01Y2|UdeOOpy@jgAjAyit176z^V+ye~ zR+--SDPR4x8^cy`Xjc=xd56qfLivhI#ee|Z%a*5ZzO~!Pt}x;G66zO}D|#53=$|Dg z=eaU}WP9~6D$u07vn)^nX=)M7TOKi7SeM1i=!8&cj)iJ zAFud_G=7>qZ6fEA)_@QLA}I?J0;LR-SzSJV@+mYUSG^X38Pr~2Q{s=YU{;q0=<)Tr zABhmx2q2PVYTCLG_DXUe{E0QQ*~p(K?|gF`*7Q*T?Cxf;`7|ADWG3%9RZmS;CU3fe z$o4AP>%zLvYX}Vy7(OKRLn7G}MPz~jD=%+N^dkgv?e2Uz^O9NvUAM1Udk&^O0-I_H zu5`WE!y-4R;1xH^eq|z%HLb3q0n*4J?(X`p)#vIndUliITR&k?ioG#0j5P#Dd+2ts z9t*M(%MlgBcB#kW^G;1N0V+MSSi)8hsWiiAQ?XAK-CfAkC}y6SqS;mg21xPM_3FhS zWHF}d{%;Ehp9VD7Svyw3S75(?W2`I@a01JoEZnP&7}M<_iOg8yR)aEQXBLcmToJo6 zqQ{HV#%D0x!Q zV$R&*-;qu*ZK0KWDteaL3tkxp89V!trQ!RC01uTL6(54=z&#U-J>W7SHk6!cq*U-|N2_Am8V^%GXWMo(tPyQU)14>5?_K)E)I>|s?SM?{;SatxamOUW;_RdR zO+axQYV!)!wt0dHt@AVRVL-<-_Xlpqvqo2H;s4gQc#-5*nO+e=Ew7*%Skz9I-kZ zv<9Vfsu6q0<4x3+L!5~lle-zqWR-Lca6)d`oI&YAD{GO*xHRPMRFKr#vaB*4R5mp6QM0#XWRqFBAs~-l@x<;& z9Vh#285xW%jJQe5u%0&3l+Amrq*vJS*`hPygs$Qb)Z#nlTVi!Z3Zt?-tE~Iu>~?|NU1TicO3r zCTD@mU7`N?^x+qzAY{Ct_aqwnE`lX^$U+mC%tS-9!A)KM6d;jAw#BlJQcU;v`+Uy{K~(wd?w$|1^vcV5fYh`; zt}RFWoaYb7BO5|slv*~zs?A#Mqyt`Yqlnh_W>*SMF+CJ93>bw zgGW7_B~*vLjq!KMWU6VUHQ*-6>FqJ0$-=+V2G?z}ZhH&SnYYyC zappHfB?Y14jxB$1$dUo;PCgKTOCdRhWV^Bi!=b3RIxiKkj20qrdCah?bewj87R2@x zmFXVPzn^W^`u7lSQddqizWQ(2ep6trRaUQ8YA1g$f|OXNIj2vNrVX$k(9yk81~$Bq zuO&TW9l^_*dUGN(6?83Pkn&l{S2e@ECOq6J#%VkQJwh9|T5?r0F>TW|%PdSwJsm_w z3bBV;_J-i^3@ghT=A@YUnOsu#vPcG~7*|_>8R(Nuolmm0vZ__Kv3o7<5-`v{JpvRE zC#^|dR3bwSpAO<>?V=YTOI{>5i_X8ITJtd{SYm_8gp{J8vQw1@LP+Fh`0(M$rikH| zt!QdfBbUCYR^u2n83<}~G3(xlKydcs;|#1a0%L@7bqzo1VvGy~;8}Kbw>?<8ro(ta zyHB$a2i9Nz4liq2OWVO?n9ATC!vTG0Ly<8h-oz!>E8~kt(Q{^yzsLHKTajw0!@@Ki`j-5iA%Qn^ex-QC*JSO-g(Lt3W&%hCjapTsB z9Sn@dVP=xFa_MmeuEy0RcocqPG>zu5g#;^^zNGZB)<13+pWW$8Ev+Zc3w5v zDu$>5<54ifiaNaC>u-u|4?KmseWEX>{Y*E7FZQl<3?*Uqj6K%;{KC{on}6%%r1_qg z2r@XZu3m%#?fQfBtp>+Y{rQ;Zadx&Q=HvsFE*)ys(aNLF^%;)nFkdV3M3pSPhoCBy zxIj(ayjT6>vaKWiy~sC(RDuJ?8#}YOgYDsk@h%pJo)bsr)@6Yof;9ZiRP-7p#Vy91 zp0(}U=>smvDmZ_je21b{V^nV8=XJSrST7tEkFRuFQkFsar%~tj3e`svG7#f1$VboD zU4#oU%!q)(sH-`ex^`#wi&tJ!ZNi77zHuzF<{FMe&yQy)n?paYE)8g9TERS}#fEsf zVyQyFJNoUSDsXz9+DR%*O(aF#3z0Lz49coT<8>E+EvAWC^rLDwRQ$aq=!UseiSB82 z$n|E^C!Uiy8ct~33q(fF!!^?!{bJ?iiD>n@tIsI+h4Hg6dMrxbENHlYRejKFpmx4) z$@Nc9xolh>@0vh+SA}06V;UNx$m^y(L(DqqtEF;XsjLqXM+(rGZJ7pqN)G5G4kyCW zkE2Q?Jp^J*8gBJB#a5mZYJ9EZaCrREU%-&$wSzADH36HJr#-w=QpEmEJk$PdB;;o8 zPe{l^XsIljF^M06GH4pl&Cx(~pLm~@VyFWdC!FIU9uZCjrrE_R$kdMTGv#_xb^cM0 zDz);W-9Ji(F=jM8nOf*sa75R!oW;#dxUCB^Q7dBld&v07vh8kuA<{%caoeoHCs9DnZ$J(4NJuxR;OijflGJZ?qcsAqsVXZ&NG zKv*QPqkjE6N~83cKu%`W+z#Th*N-)bhaHmg-4vYbN*IJw!9I$7gcw~PP(_qYKH!+tdReW zjq4DlP@cH@r~HSSV-6dlnP}qFWJyQ;X(23Ys?O5SFEVz?O~q8|1|H%FQIvMar{>C$>665o>=~$@?zDgm6?1XB4v#p-sn` zy?%5uoJJ+q;%?gr{3S!{>mh*J>8(oC^U(4RZtt&OR3c#?4~ApZk0p>9FciVlv1(1o zjkdgICrGwEsWRj7KmFii1Lc}tRny9I9`FBFKO9~%FCvqv@!B5$21+d^xBaAE?!{U9 zT>)N5RZJUOdijhMHE~tp?>JN^1m#^dn#WgsSWV|Ly2v~q<;gbfENc*82}>Z>o@$iQ z)KhA9bA3R20)eM{zO2mBLE%bL2c3Sy2O>$7?^>!rZsG#(QE3(DRD-%6Y$RHJCg2Ej z-`R+&LLp(I@~LE-HL8I|l4PX*ts28-7YN6%pk3@4rUGUXEsL=$U{g9cm|D0~#$mOA z5FLek=*VvirjL}rHovEl+U24n;q3lf_E!Off=QnOLyLBU&mkUq$H_YuxgR8-Zosk? zPM@ZAJyM5cA771p{|~QxiG1?KW$!_*BO>BwO)#pQMdJhL#> zah+V9VXkc!bDce&>aV=s<>=JLFUx%BbzLIncu!YrJg0i{T5t^fxJ2dIV_v@4d*OPYb+9m?L#1P zyU9@(e94k3FEzD8U5Q4%@~?MjTp@o2;l_h@ZEY6&8KxR+(@XUEot~7$owkE`(cl}} zHO^S5h$oc#{%LdkR0HX<VgE=!L=dsI$(EI!wr+htI`DKAPyf|u&v zYwaAXddeu&%8$mnDcA#koxZy`TqJT2#gU{lW?x|;I*y1qwI45Pf(bvf3o|(n!;NH1 z;cO82quvm7FXLG^GF1PzqM(VKggiV!5`;+2Aosc}sT={K;Ep?2MKn7yO_0_85>MY=>|x)4sSN%}6+KX7 z!`xvn+Iv_X?AvGY+L9hw=w(q%5ed=j_I!Cg`wm0+J^m1Q>Bq3g@+qw{9KtZ-75|7q;V|n2@Lk40rIM7_O zQ&n5^I;CXyA>YxnG@l>J%oT@%`4-^OoQ1`fH0vav_n)w0j!R63IA0RTvS9Dk6Pi-P zWoS2WZo<~31%;I7FL?317pgWBMmr7B)l<3+ceylDGYWsP zvDG!aIU;%Z`gVQ;g2O*>6|)g{XDG+}^}-wo4>e_16)`g~z!afVG)Cu^o;Pt!#uNwb z!O{*haVVq~!tEp&1Y9oMi&8VTZ53BmzHUznUDI&4iKWk<e zNjzppa{_~tWeUfrWI|+5lMXIo!!MpbmVp`luKJ?vzwPyBM1yg52r%rmpte;Sl6=q! z)?7BN$(>VZA4>&F)|m9YNotZcGTLQdFN{{>2~nJ#!<)s))@0|J$C@Y~O6B`{Lp8h`D23u?+BgL*;U(BHwmo;u;Kdi(3o` z@_VNt*B&2=EnA@D@vWwK1K@vwFRvLJ8is7|;6Ud9H%2Vwm>);jGE|$BjW~$f=cnxG zt;jQ3q??IC-lcf(0!r1~lwHUg41GIq(lCFWL0ZUpCdM<4%v5XU&yzW{ugO4N>>Oc* zT0OK=G}ji*MCwaeRME`KfW<0gGQwphPeO^fL55?UK@Hv%qk`{Y+UuKZDYe*UPWe@q zzqb`tjZcdEc}WYyx*+-#cd+5esj0E<`?NEL(fbi|@uY1C#dgI>B4gX|Ji+w8Lp(FX zPR%QqOjC#3ES1QTkIz+-Ph8I7$Bj}G5T&H8+@sR|j$LkjW~>WGrEr4|l`V2MQ7hEm z_PlTgPYc@MfYxmLFp3l`xo|yuN{o1)@?|^Ls3OAZPe20YY-5FdHNB9?l)jTOLkdg- zj+KB&&~EKlbKcBOoOv5C=CaXIgVX_4XQ`yOV-oU`ji!@TzdrnQYmwM`QD4Q=T5*0) z=lEA@VpR4IZ?OLo83H;{S+IzSlm9%YKHL|#SGgHrWI-6?%-=T}!`d#SP z*l5gleUcGU{s)=n?0UyWD^JI!;hKe`5Q{-O-Rh%wG+lj^f~wHK2QM>+OHnn7JY28O znb5ZecJJ3aJU1UTd-xHaMmrme>ycoKA8tap^cN3~`kQfdW5+sL&P3EH^kCQ+>-r%^ zVb(!c|1&|^kmYt)02ZcKknLrmAWV|r3SQ~y8Rv>WLQKHU?*1^2it;uR?Vop26ag)Y zTH%Jw(*jcI*sVU!bU-T|5yKX$SYdtnI!v*BrLlOGD&WHIFS)bPWHkuZ<GmQ?O@i)Dtw?eXa!9dIkt;5gm@$ZMw&6*SPDg*yT_L-xcLScNNX|!r!Ah z(GT&}HrEcnxbsW32KPHbEq$6>!Oz#a@A?H^6qAM-Mw`Fhg86v|&Dqk6M0n+nRj+lD z{`0tqiBza^lewzZ7w7s#A1^WCk)onA`CJ*9KH#A%_Th$!xBnIevP;34&H}tFh`is$1O$ z*yXB+3mga~N1seBzQnK10EYKta!N=rnEIWP@;lYn>KY?lLv z;gg*dhzWM#^Yg)76E-C{S6#f%*Wnx+n{t5{5|!8(Uy$; z;hqdCfuy@oJ!F(S0rT1}#GQt&N+vyj9y*4}bRl$;;9cN&p4q1}gIpDo?fQH_+mijT z6I14;=`el~o%eVQ{T99cF=vSoP#|t4q;darUxxSKtm!`+{CJXGrPX{oi%$A5`&B7R zYG6`+b*yAw{l@Pq<&-DhhOKqO>b!U3yl;Vj{ z_@=#him6cLlNdTU%gK#;^Vmc_uASSi7yG69dTgV$24WaN^pr#t22(g9B<7hAi6B#{ z-Y1oDe-f;_Lr9U4TSA7s`JgStGh6L>6z;R=%%Tph;&%+BQ?As8{CPU$*ZC(N?$_!0 zlXU{>1B)8DzQw!n62+fY!OPJ6@9zzz*p^KsO>YfNIV<4mmKYajY+T}M5X|&rrT8Uj zy7T5A`ZFRog2Pb<_?yx?szvN6%8>`{^rI_u^mn8owo zUiJ8hxAX%W_N`A%c_|=!hN1T1zBZy&!x~w6;A&MIMAg6%Sg!%(tIc9Toaqqnt6t7s z3CbtA`}qR2w8$wch$^P6{%-wQZgBZE1f%ZCf30a7ee>#m?;Lv?L(+|(KYgh7+ zXCCvG614EU{Os)Wg{{k>P{ORZk4729#)g8$gC#)#8TRrq72Lh>mZh70`~#-sm}R)0 z^HH!ESSwUN7Xi8V$0F#YI&@L=>1{?VD_2 zX_YCg4EpkAp250`zH0?HWK7WRYeLRx6@)aNOrZ zBwzbt%bI>JRpnZV%_(u`$#3F50l_X!S8 zFghqXnGdK1pY+#wjNUCOPyLLs;bfmW(}iY4wdNRp^Iy&r=)ZN+Gz-Dsqg$Oz{97Q3 z{XQ|q?)&`ezX8KN@$vr4y4!;4;%Knxrp$(8s;g7-d)j1onZx>~jL9c>y1&3b$`8sK zA;D}%i4&LOG{ElsD2NXVVg**M*gi_#wZ#)MvCyOBo%6&;3AQvL{iRADtY@; z-A;4=y2Q*?g#n7aqXxrhpnu|RD?W0wplUsFUf?PzQp56c*Zl?PPAkL zluQY7IFk!3jg@);-C6;nQ6ZePA_BXR1tBdsw=!DCU!wM>c=e;DiJfi{uGiS5kq93< zQgu#Uf=*CiS(>+Rx$vb*iQ)%kHAq8noes@Ys5OPY-J^Mu$>K_6T<#U5Xw>0R%$neDJT%W!!>MAQA2YHfeP`O5&n_bM--HAs2I90b39NG{mw@p3! zfYqGdk0$bpm09QRof*^PJk2OTxd;nn+0dH3YOT0$i!Yy=|4#|GpnVqBu_bfk7|XyH zl%-E0#bYYAp0$H!%ppH?iq?_Uu}=ltB@@5*yj!OP=DQuTg@E@vrd5CZq$}ysYii(F z*5X_G?Li+;B-Yi|v&zGPrmm^pi$GfcDjkum<*#AbmIh-GeREBbC!K2M!tHQog1evg zp8-bi4fyh94N9Jw;afh1zR%EDfiv+*w9}7#oogASia|4${IYL;f}KB$yFpR@+#OG@ zp3`_22;kpfDcbrXqSeX>1~Gd*R(6@@=-gBtNYVv}U83_TCNAwY$Ea6FB8mo==Vb3) znq1xy8b&YZLGv!ghc{gL`ZwBZxw;nwZal$AMW6oaWmC^i0eVec$SG~cXQb4%~{>+bf6~N zp~%Efzt!z3A|RmWCQE-em=bd*x8~>&je2g%`Irkbdx;MW0+0NkA8b?OA-9u@i~!?M zx^CxI0+om_#`~kOxBiMaD*szY8csx#Cn9Rp0#UgOFVymhtW~n5N+~RN%|56 zC`U@9v|B&1QMG+`ltiAMbnp8@En5XEjDJ5{Um>sTa(cpX@vg7ytyMu;+)!!ha)*CB zfrEJf$1kM*-j{5&&;{+Z>Dml0`zA$*$J`^@ThGlHwCX$}=K|ZMPdJmAtBAeNE>?9n zihS9vD;FW!m#Z+%PT{1pkhhe`*Jo$LrD>+atnx7FJBZ>3fLI(b@D2F`Z}P|MZj5ZU zj|H2;OwUYrN`@wm5bF0D<4R92*VA6`@#9-QWs>z2tnN>(sfJYVrNR6wFLdqDN)Pe8 zN*8raVdApO73+%ud9NW^*wDo!l=dzUGe>=WJI`pf;KQCAG4ix{Tux`sGN z+it4%t{zcfO58R*G=3=NBzJk~i-5n=Qo>sa7nqM;9La*nKI*`uK47AvsPFdVNr=mQSl*E!OH%@#xK3_hQ($q+F+MgeiOJiE`wLo{lrp025wE4piQ1o#%-xw_Dpg&pzc;tT;*-#EO z%C&Edsn{1X#f>_j%*nEc4-8`r8hlKOQk{d|Y@^CM$~WfsWnrd9plE@dG`7Hl9J!g- zrDkLQl{V_}c-V<(76YX;bu@mw+q$QpM?%sIVcMd{n`C;@f#EV;?rL0dy>P0>*SaU) z<1u$zqhOoI|mp$sr7N^ zHWKPCNUGe~{#m2nAxVmj)pI>y8Aogn>y?|-?9PK*J!G=Fr`nE@-?tT0LCs7bt;;ED)I{%INO(b zJhrb(u~)WB)4E6@$d8xlFoBrrysiG>4^Ly~x=U)ko$gBH85H%LnQ9cPWGE{WIkVGm z9D=Wo;p>`kQtBRz1mBlF@9Tq0+Qcg3m^Zo^WrEF}kIsy-A`Wtxnhc#B0>C-WB%tm6 z=F4792iemdIiUhygV(%ux!rr8VCE_rjalR=K2aul1}4+$O~xG?5H^CZ^Q@^ zJf;14?(}tBU~+x2F=4CRb3+IV5&paopsQWIMf)q5sJF-{ul$e>zu%q+tZ}!A0=$;; zDb$7U9zFw2L_tYO!krORofL&23NWKBFX<(yt8;V90&)bK-;kIK`B6cZT1A#*VRfz& zW)46g{2tVb}(X9Imgx!aygt~EL|`a%T`mgm-nL!p^^xV1>VgZ^o@d+hk@bw{%>bqL1M5j zHwJOvkBmaDaRPBs04PBn>-3l2!=MwsBVWUar2Q!d{xEXIF{W=wvk&hFLLeaB%1yy3^4)f+us5-oF z01IL8UN=GyD}8QbKNCJ?6Fhh1Cgzi3pjxiN{%+S#8NeYz7VDE}7s3)-%Qulwj1;rf zL98g@kMwiYbSoH=B%LC#EoN)>2{to>He7DOY&nE^E^8mMp862Id=NxNE}NCxVZC4EhbpemzhlYywegZa-)Wup?yd8}u;WqhoY;0m5{gyN!N z?)}_eDGJAjQ%%g#>*lU6RmVukMf*jB>+8HdfaY5~`7YFCM-#?3mdzB0@659l9)8DHpwPCROJ{105nJWMOb+>vek zu5l?xPPNjwnTyE}f?15&Dv_+dyAzLIuayT+Ue2q>04@Zc(2r%z52cBRtD!K~U@X36 zWD3gRUG#avlbX=NpP!g&Pq#bFCBw&+3J-I$P>(9ty%X{~4<6yAYe14tr7ej4$QeC_ zOGaIe?485;T3Whk&IfUs)zp!u_ivk<$PkxHUg9H)^y5-Ym$e4<{65s!d>NKV!+p8gO6H-UD3%E8Xt`B2$yx#?_(Nyo=$+KV?xcbsde>n zKWY^Biyc^jiUHEap`JdsowcUhx0%Nw?O4sb^V@#>0Zj!utt{Y$*Ns#@8dipfw=leW+ul} zXj>YjTx!W*69F6Nit@)&k@!TNbadJflqQ1XLXR2b-Fr(6h-^FWL>v9UBHYW!XNf93 z&sZG=OA`k56gOR~thesAS?6#U;McZfkQ?&&*pucBOpb;nzISmbRxF7A3kg70=4ill ze@4JpYW#%_;1}N53GOmnb$!7huV=T0JXZlh7kb8vg|WNeE@O_w|rPhR;P{N^4I-H87{B?ZyuR##f(N>&0+V}n_4= zqoC!^m{++3{KD!s?p#LDF)naD%`yk6a9Qji>zX!~O~eS19Af4@1~ zhdurK8{Ofhhza>RXc*?X-r*p-<9r#s}q2?|HP7uem@0m>Ss3toHDUR;RM zg*ZsSz4paEvh#w5_G|rw>tOKqXT9%7e3p&*)Hfb5>H46Q`%s4zT}=Vp%Poo)8Xj z{|e8_l)Et4Bh?yiu7gbShzJyv%RDNy&oT;Fu-e76OIVo=V~z8u+pp3L%ej`J&23rOtsYSuj2Y=v8nR=@=>t7`ib*w+rMN zxnZl{u&^OYK?!pu0S9dyZK6PlHj*=#uFrvP2&4K_Kt1ksh$8lhV{Esp{|)yF6Ikfo zq%1@zp}Y{jVPnDR-97D^dSAaaD`@gl=q~fDBz&N1m|W0vmXn;LJ`m&E@m;(9iGh_@ zwluGK+T*2-xSt}oL~GkMi`|0si)p;vWG%i0DIjutsqXYRZ- z6xDGuS1SaeXGp)?=KIVf@g@w+W@T>z8HpbRek{~|+ly&yc*~t(4aw4F7(o8eBuRZc z(Lbwy2@4~s3sE~8L2mh(lcP{;V=yaBc&1`rRwRW`337LQidM0TKO#eV9$3eRq)IjY z;*2da_o12;+pEd9H=oi>J=(mf{8u}4;$_)~nyk2dF-%i^`PS^jfX(bK()!@*CMGFN zGsBb}-z#$(L-~N|+&tpZO3mnFC`dFL`Yr_knEE9y(A5bGDCMz)BS$*?t5S@yi= zahf309v1YA8dy%@xN}ZBE7(8olR3BQUj-U#Q1LUYchUisyNhjkWJI+y0OluxD^l1d z`g#e{>-&8oMay7yZ?|I}RCu^d2)DTh%tYV9dYoIYx33|BCFpy~i*Kl0mG4IF*kg_; z4)m_=&cW<>58_hBgMz`da^#9kNa=>wCaz%bYi0JMij+Svpq|M=5Pn;@uC2WR`h4q9 zZKg}JyTN~(lkBT<-!oDCH&sj8&8T3|`_xB1C{a>lQF-Zk>}E6A@CbpfYMS8wBg+@h zc@Kn)3h25Hms}S{#8Uj|H>1N~Yx$4M%MSu9CkQ1&$DYl`hFMM=*M`|OCGSKby#VosHdgYU; z84}^QBrq#lc{1b;s)?ry0T(J9&?4aHDj#C|Y>a`(7OqWd-l5bwkc}qP67aM!rQn8e zM_^!3%Euh}Q`UlqZPWx#9u^%h7Qp(h>afjEvW~&)+{*IKtTZOE`=~-KNBf+P_;u*m zO}II9O83|J8b15v^C_h)fFs??;2!gj3goo&@y5c3^Hb(6lF~8~j>}~a>$f;A7H1Sj zDt;&>-VaK4~py-qg?ESQK5d8b4R|ZNxWg@W^kKDk3DPE#&MK; z@7u+dBQe}<@$PNgpl=xH0I~eHv~Uuf_;5+drGW(^e&(W~e)QsQQJM6@Vu8|E{rR#; ztiSi2`Kx)>d;km+OIMUl+v~wIf6Xgd=^t6D_GS_UX~Mw-PGDVvXOplX8~q)id}^0E zP3%B*lz`h2*e+Nk)w161dSavbGsm1@2FzAYY5qqrpmM$&%&Y$kBa+N}%VQ?8nu%Pj z@33u7UiC4-az+<&7cm=v!XS7L67Qih??ETVGY5+*ne+POgs!h;SX@lOH|64aKyr72qp^bGfYF~ zY+T`V$A%w4FpM8I21LxnX1LdaUfz@zL{|}^FlVSR{(*&OJQjDgRaP|<;c!OJ z*fohIKMl6>!Uuu3`~*V#F6eisuUO08;>S?zA_rv0-ss>-X)XC(Vkq+<(TBa;TV(JI zbOdpcJxmOrS+^f)N_8_PIn>Fl583#g+BPLCGL3+gPz?ibD9}>E4%Z?Wf8DUNDi9cd zMLY_a1&z}5qEywdyNym-uD0()?)|4f_%2#tGRZe}`NqOq0c@o^K#; zAX69i26q`(e;=R!!l%e*b=*~38;Y_9;NT7k?(RiOi+hmbEgDL(BEcyx!6g(e(%=hs zmj)|Ein|wz6MW%N-1pjNKj-S~^UTG}#e6?tF6Pa2J>Mu*B%;Tj>EZBF2(y-43@h6# zJKc}gyg*FlZ4N&KVtCf_G z3~xHmt$HhsuGJi?zy{jOn{;Tix#t$;3fA5CSjM;=9`|;BchK|8by!{!_?8W;^*bCV zV?FtaYqq2rH04r;IIMQzK67u^Nr{#%zgoN2zio=+N4__oV6m`Uy!vLRwf5IZB*!?9 zaG)MzIBUs<$2Xe^D_wuRtZ6hA2d$QA!{ za0q~P5IO`Loue({ z&w$Agd*d(9iHQkwG&f!gY&Q6;)>#J;y4;SMOPl&Sfbr?aT!&q0OhwHJxC2q!7P16v z>{mUBA`*RLM545Y8Q_s|LiCYK9R+6zlcDu*-5rAxYRq@>FjJE_S4^Ek%7Cv#( zJcFk=5XMns4;EU21aWRXMl#e4iE>X7G>;Lge?~5~*UCdyl&syWjNK`kCqM25<2b`K zNwOLZtP8U3JaO=-6^wFZCEIqvE+7f;+nW70^MDzi@re6~~6Sc`Q#=T0%2jq&}WNq2?n-}gMI zPBGcn&ByStY>bKT3{TN>)c8r?-kL$dJyCz%mk-1%X3csNIHpJa#6(5CZ^>;tgM;~I zIHbs9+dO*au%WdEN%372d9DPZKAg&BQGS=(%lP-+5(x%CZV+c6o*w+Cqc62Vf$UZFq)}}uP&LF?E#l10DKp8G5@E1KX(nkr&4~jdDW6)NJ zSkRvI-bH1`<-9^nkB#DMR%PVg73}~05$O^=Bu}nu#-v-6%+}Y?=*qq(X5e6lARaar zl6v@_VTKs>IvX2U4t#-*CG~s3;Z&T!1;SX@N=iOLy4jJ zKxo!Jrv*uMU#)y0zKO#YevD*DpJVTBAX*Pije8iEjS(9@OV$co;=jXPIPGGwFf3=t zHu#$CK*kH=R~j>o$XWfUjDWVWv?5iIK1|`2+#&I|!GeU?LvhtHzwET;lKz^JlUghH|wm3#ebiT5)fKF#fLfgT;?i1U`BA zwEZ+C35qhT23F?dmzE;vI=<<_BZ?1b49FoDtCtxo)@`OKOQW)cVc|4DRE=UH-Q_v% zJT4>v`51+bFL8#MoZ(D-(8(NfKagH1rdPQYGsxvF2c@Q8YmDh9K2!XExw|7VT{OS?F(SVG|9rKb!k|)A7MQf zubbB}!eS~R+@m(HC88~8zXz@$l7`^_6A9UmK6ZO(fA!4XJo14ZqOVZ%k$w-7$)thI z=AJMZ;-Qe@)08u{uoorSHmIdxXjOJ4>9*}$)TaAz6W z2?*MJzeY5~#0iRR#<$aym9}ZbQ<(82KX!$Za>-Jh#n)?t*3Rv?VoVPR500vF3C^Ea zp_Oa_ZaWfpm7fTkxV6?B_R-IZXHqN=J%`?MpSY1(<|De=C=(@hH-H;AG?-zl9sA_@gi%lup81b=I`H=fq<<*W_i!9@rGNcb(;4 zIRYH)1xMsooU7AVg9_H$=E!4wh(-x1UdCT^)IaP_ge+9=MOo3E2Kjw{qOv48VJHDl zMv#kfDjGiYl>5y)rdqGuUtmf}ar*{)={&;}dN}b44;Cj@9f+Hb9=okJUo92{;+ZSJ z)MkTts%W02&IP6OQ@5J)h$o_iRIooY*xl|Nitvea&iUC64hJt^#zx6qn5sR_$8}MC z+yG-h0VxRl$-P{ zeYKwqimteK;j^@Z!IvFv%Bu1RCQ28dn}MU#3x2FKm zeHf_fj0lIHd-QW9UKWT|FU{NAtZ%en9V=2z7_@dQGdfj*MWMxqc-fktNX*dktVPlu z3`q44%Npj=d(U)dd%0t`QC_y!AtkzWGN}4e)r$gWaf@`!ojQN9OsA2kOP6rn62@Vc zT|T8#%3D@O^^i>Z##My_P6wiqRx~t30m@qYqapOBWfn6)<)lSp5aqY83XS~J$~;%t zk-8SYXsj8eR-Wh3YqQf=wh&H093yTVrJE}|qy#xi78zt^_x>?iJmeR(2AtMgko@*R zcmO$Olk}>&UpXJ$=Kwaw6XZ}z+#`&*WUnJ`cem_ZVt-vf?chM~aHuSi(kT7gm+NiQ zvcq|c2Pk1H2wT=|${(jr$73x8x!>V|ll2+&?Xe)vf`mjRvs~NVtrnA(OBTPbVnBEw z+b`l*T$9w0lLvo-NoE3^;cDsF$}9dw-wH?|i&7oHH%S_Iul6xjCMkh@U6?LfXWH|_ z*~pkidhF^2v--e|^t?4IL1p6SVw+K38he31)E2FG?Yq7#Xupm>e~Lj%BG(Z9N#mwa zgc$l7i!MasA0CR4btvXJ#o5^!SbOVeHMVpq=-*?AQVPr!ZAp^quvatn9%I#dNVQ*% zyTZ%Nxz&mR$}>!;f;8oGUf0u#=O0j1YMu+5iQY_BfD+1c8J z^(VxFZ)b3G9CfFr3+N1?tRwJAs^}7l1M;I2YTt6!m?cH8UMt45-phoF27XsgMy~@E zt(wx{Os*-^_a)I2iQlaJD|p?(p|WrtSrdwtYTQ~)#!USY5X|T$P56TX{+5KkB37!) zdI~c@*1}?O@XdprilS%RDqgLX>>r^zH?F|MzW$I;CRcm7VC7BqKitZ+87yRL0_Z+Q zxc^*jf#Ax>(_FCi_e5hK3MUn<_Ock<)z6`uF-r_VYU?)jWZyF==gF5fq_wG$Ef@zTU!ippHN~QdfpBJFEylfcoHKi3rQ0r+pmZx(8sh+7ixK`UxMd_rJ5tM!pk-do-I-5HctC;`Kq$f z3p;)OQZ0>L*!14aZ2(ei$n$}p9z;v>F<}=SOrKrA|48&Bg}6s*Rc$A{Av@8wp!o=m z=Gqq{B?Tu`7UPt-ugom-ek?{oLs>=c@X{AIc0HFWM0RjLZ zU;y0XBYq?A{~6``!@SIy|3SX@ef&XO`!f;|KmgqH^Z$`A|DFCdf!*}MJjtK`z4Nn% z|AjpDty29MkNf|A%TNC8Kws~H=rBzGEgSzF<^NZ)-hcWz?rJdb@2oTC*HM@Q0brM( z?pwa-uOs^J?p-|qJYey!t`Pq(&jaw69`M~C^N(Btng8$-j{gV52CF?#@RO@Ey7B1q~UurP4a>bk{9s)E{`ac<38FOffd1 z6=KAnT9<_+7QZ>R_#BJIlemTzYm8or71^0coe#Hy$Jd>-hQybFgaETetW6SVU7gTi zzlJz}Jj$<2;9+!<6j!t4_9a>J94kUNNlFf2%XXH#$x+VSRR7)7T*if4L>SqX(s6~w zZU4AG#=K&CX&c`eLpz_s-hk^XZ;ruAe`$&84%VJu>;x9Kw8c5-zD!mp>qXt`c#kVv z!e3-^$vvqMG~ut-ux5^ZMsfq;&u)TQSCE9D3r9o!wo#)-eT=j+A+3v8n_p0jeooGy z)dvcH)ykE=H)0%Oku@W-Ho~zfIeCbJKLz%ca%zhS{If{3inY^H{hzE_pDSY$*o>9X zePylZ1xlSXCR+B`koCXD)MnN~k#AFSwV69qb)@t_N|>h*f0cSikFeuk3522@JBAlY zvmiagVWyKDi7-2FI>6-xBi8T&zp4aH)#pvPG?z&>k;Q*YRXcJN5m^GNt21ouM|H&C z1FspWd9Z-oW9x!=htjlrb)OUUu`J%MLrRS`9lc27@Ofh=E1X)hKVg??Z29}UVe9YO z!D|^kNg+49@R-nmJ0o&iuWZoWp3f}>){oP-;8b)5lzT)ogN3E%k* zbK^~u);ZKnPZBsqI=Ax_i{JNV{4?WVqT1JpigSTg`RSn2=)|REB!wHF5 z8AKYt8*%dlx#i+`GYukyz0f@GPd$sraELRD*+9~RGYY4-HhanN`aBJ2xs*ckk6LPA zl!3eOmFO@7y!^&g{~AOGpdE4J$Iz?OGR?m(&deY|IAJ^mOCJYpLjR-_6h~>IRUA?c zBfw_Yk;hOrIN8*K-TDeT8`a1vBTE8FF56a%3h1x;P^%m1e9IAy>vci;Vlq+mkIGtbzFicHT?t|Sp7KBg=?G(6N=KN1OVU)!)S zCPfR%hOx0Li0^A|f0y7}@m*xFn1dxI>mrJEaka$Y=nn|i1;&l_hQ;bS#Q+nv))e3x zDXd--3+aT_Ci}@Gm$kJ~lmaJT|J9X1aVv_iMkU)Se)e8)FVaqPDWucp=ztHMV7btD6hvG=%6m_#3!88D8Z+^2BAfE!c3 z$B<-2$)w_abPqAgM6S>GT)@Nx=S6XAcIHc2M#TrikSmvYaY#u;yxL0ujbEiXm+_&e5MV$EjQ5Sv1*u-pq@dIcN5yaEOHIW`6)d>qCko%t<-EZWbc| z+_R)Z($N+&@69bpUkR!5$kEO)@_?6{`RU?C1E7{?Gu$OA zXQbq3X~bV#H{K*}r1?GLR>ET{1*TFlTzOWX@m@buVG8o7a-l{;MXuH5HpI$wJ;~DJ zeIYC8M!@ks#`w$;}9@9$YS-0`E4B-6hV1$rEu{ljMB5}e*LJ*3}Q zn}+U=z(as6ZNFp@(5JdkB?I=`;pQEL_jdB{$2uySp66Z)d~rjejx!X=WA$kfP`KYx zCVoY}k*?c?kPnlHrNZ|aSG0=8xEQcc@wK`i)r4#6A|zQWkw{)KM0WjFzmxuxX;bE7 zeKru%sQ(qFu=4N6Xr2v6XG{!kr1Qdp>uY0AL>fSxdY`fgAqt`(H|Go*{Kex#gY;Ht=m8#i)U z+aDYfR-U-)zRSK$0tI2JUzqyYuuw6!+Pp43XG}1qsOy7*@7WGxJUBH4(fGRI3$A~= z4xh~+o`XTxg2B`E@;mPIc{W7DFd*Wv#zgQ}v{u6EVDJhUlNaYw8U&_3>tHaNJH*4m z*UROZ7XfGRt zCE$EE4B$@9UQ9oW`MmqWMnK_8W4KI!#cK~tk0cf#f#VLn24POXx0&IRr+@Rk)@Di6 zJ4TA-_U$+oF?->0`01^0xiz4=Z}g!JVUnA`1^?CC4MsQ4JQHg5#m;*zQl!237wmU5 z!A2bmt*j!pc7QIMroRQaG4JAmG^g9G%9CC~>{K#{Y(p$*zF2o%D$ zo*=K1&em?mQkXe1Si<0Z}PJExSv$LR$nX7g9MRzBo)=={Qw?Ay?R}*i zF8D}biVsMFozNEW_jiJI?>IK#qdRili&Q}mVb~aSP&YT+l$tJ;cw`_6w7$K`g$0X+6r(SU-EK)p!(2L) z!!4MfOF3TTLkGZc?n2he(XF8IxMLStU*@72iqnZZ@Xht_sXLBxk4~pgb$pYIKR_#` zVb_G*d)A0xban#Xrd;9NwSMrC#B%;PGO@j*<^4f!Y8Ie4tfNt|!qTaA3e4?fNV)5< zbNdX1DaH9$JHTssw$e&^j8q>$spd(&Q#`$s|$TaRxoB}{Ezvbu%i)7wA08G3S_tSu?Ou>!3AIYO>wm!K@^oFp|R+6=y-WP(1q~Q z-e==<0w&&9YpJ@v6I}56Zf3mz6?3H^L5y>QStPM$oS0-*U`mt-ScoM1-a_&%U^hkg zP_o%dMJ4fWjBhZen8-mkAT*1vdphujRXSF$MMNR3z1`+I-BQBKRk#m-7pg@6 zm~rhJO~>roSe{LABIm#ft7ey)$+P<;E07c^5eY3xoBGnmmG4Or=gAKRn*kwuf_umu znSggGR24L#7+sYTz5vhP_4zWGJA|Du96MIJEj1HcgNxoXouN=*VD)x~Vq&(zP>I-0 z#;F6acx&xf9nuNZQFFbJe6R%SrF(TXX`x!UXsd z$TaX_wABN)x5Jo#ru6lXRSjX%@g2cy^TpI@of=Fs<>FtqyE{HG+iV^+lYf>kfYI#_ zxa2HQw$D&od=*Nz-rmH7(OF>8d|B4u8%2Yr&f|m8U9k!ky=gO@jz^QGJ2lDZ1g)$g ztkDgY6O{<;EF*Hh(C`_2S?5)%IA&z5CaESZGu)F0<|>7m%iNqmwJQ()E+RkoER`<= zB5z7!8i8faUyggIB`0>)X)4X+&8?R-hDcmXzU}?kj%Ue9mB41+;2}6@aown@uJ0!2 zMW3u+!Ju~bkiFBLT3?ijdC1LtkpNOdySzQTWO+T}?bBf3Nr_y$>^~YRuy?t>A6w9> z319Do)l0mP|4Pmp8#okn^F&9MxFVDuom(yQE#tt=r_A;KiBCkTW-MJkuE$RNRj1c# z%CqDp3F=mLA!SIV?; zJ{BimNy!kEc!e7vnsH=RR72;tN>!1p-Zz^#T`ltUqK&KvkEx%2Zfjpo+4X6x3m5># zn0c(3FG{P)TMFm2&b!jCuex*{3ItMc!9-UP+bF^?K1kvxI0EW>_iZt8eJUQAWzy7g zAqMUbbxL<$ZT&HQxh~F9A=t7C+g6Go8rb0H(>&6Y2S$THbZaU_rlG|34bkM5q*iLr zTgwxN`hMwc z0%ja;lI4zS@~7s6aX#(5we-0 z=Zd5N6b0?4s8#@%4A`=5WYQ9{J`9d~skZ~?T^I}houz)ibX2kcaDEe4ytjG{ zKc6QZ`Vj!ekLu}1+){Wu)r{mm0dZs0oO&uBOY*;0@=!};f2#;xI=Fw^3Koq|^cXcI zH<j7o}x4g8QgTKq-1sC5IBn@+t0q=$_J5(EV3UCyV-?JfrngSNy$X+w2>O z0Wk;RY$lOJ(;(;(WYX|G)d=7Tq^1D-oy@M33LIklyt-({3-kDmVr8Hj|fWZ+0gO$~mq^eBZH zc7V8_lX z+AUlQC%1vg`wN-ri=kD*^8M4ta-HVCpdiCj#ugPmxz+keA1@hfG>{mo-@d1XXX=+} z<9NDA1Zpnxo~+i(Upg!;s286Bt;s*QP~=sBYPMg;vV2}MmAklsyMI}h%gv_S&tdOO zmon^V>gOTxDQTk|rIpCKN$%PqE$EaqjT0Yq~)Y7nC z-5}Zw=R)H532$4h<8`n(dn}#5{(f*U5_=Q^%(Oq-qsMBtAIH zlVP0oY8$c-phKlrPBk+V-yA>d2DmFAUuZzwa4V1eSC_mK< zfXUrn$tXWpr!@7|l#f8R2PFmwA?8dhhB!lEB474kDQd#r+JMm9=E1t~$*QEgF_%B6 zJS@Y!n;@Pl54_$hLK?G5M`+|SMOB(s=$5u#F|WEw=~a%>f}0fIlqKbth67Oz{;}N zBK=cT@+T_EI_D@}~Y~#cWY?+Y=w)Yq+Ho_#kDBM1&LNU>Tju_bMym zVsP0Fg-r#|-n3Ox>=f{8&nrI}aX*7HA4sM`m35c6hGw@vB!P-E)FFxMmlJ{^N^>o+ z>B3xJ=^PIAo?dj%hNF27Z&Gdy^IqZ@$b->08d>2>-f_--JQ@0iF?Li) z&r@9HHJ%yI)Xnx^6WGK=7%=fBW zC@dQo4z{W%f*3h#oc!(2525-PztBouY0J|l#b>10+o}XV(UR+*?kd^%&=HT430~91 z+~qzjWZ4Lnb&5O7)dc>EbfTiBThNqpe$BRw_bOQy)nLen61vcaCjH#-d^9Q({}j@t z9S(1D3Zl1t`lj;DtEms1$YtW@ed;#>xZa4MVQ22a+)vOAdJI*pK7ScS!ouNN+e}a1_vQReljE z4U}e*!;MDB_WA-WY|A1#Njxg~9&UR?KIijIDOIMmo0?+QMgcm%IYo5Y3hWb?S`H>l ztW6_Vr83M_r>4hK3f3Dvc<7)TLL`f`2o-$Ak2aW~#o=m}RgH)ckxUv){Kh;ohLK79 zl$hoQr0~Yi_D~gIBUJnFj(dNK@XW9honGl|l*lmeQ3BBPY&fpFy8GP{n}p8qD$^Na zPt&tYZ2^7Q>y~9DJ`i%m_6#0s+8cuqaM3oaoLmDUH)erg`5DIOc%o+s*6WNLO>(Mp z^mTn3a~FBMuPa&7@6z9dPal$c39C4GutM0aOV}zdIDQvKOgGuBySg50bI2;hMkAwV zy*6fROR(t=!aDd8(q*&k{{p4@QTTix)ch`_blNH{Rf8& zFdgqw+3Qtx^Y)Lz7V9V!axD{~!O@?fQu_A9m+{hHYhj2RGnxb2agY&F7;W@(P@>b< zmDfb#=(ig{K#Et|UIx&D83?!53t{1l5__wv(x3P8zmi!rB%uiY%cxZ2?^=t%l6(<`3p81sWAb+Z^{D9GLYLWGxd!XJ$ zptIsQuk08?RRcj@`3G93>~3X|^E(JD;0TgPCHS>fU6-PK zsx2Pq9D2-o8boA-g~|{c3sp09WvAsGTVbpHy?gJQlT9_<&%V*&Cqd{P4Xg{87}9y% z$5?(@Q+hm2yTXOIlLDnK;-n}S79OVI3 z#{s+5IfQjOsDt738Yw5}ULC^ztMKMnt3ZISSya+;(QVP^vGG{nf9&=T{N47Es;yw%{V-rx6f@aAmZYB}0kKMY3AtF2Y70j4ziw)1Bx#5D% zu;q7MH+*~ScfFH16v{mn?$lR)P`Vb2G9Z>pqimQ4o>0Lo4G;W* zutwOI{I`eIsG5zH>F0MHvXIVYSjK&CMOvO37`eS9rx>wsyR|e;`$GDzBv;yAnI1~e zYalUP0m!`2!>aM5<@yXw)e4FR`#o=7ypEP6a+T&pNb)omMw5yvenk41R_ zh#O%l37XwJtxS;Ctbe=(#=q1Dsjv_igtZ=>>8q$ye7X~6$;nb zGfn*%k=JG>pfj-ki;VV%wz`yhkeqrdw@?`bxo_}cW^q}FRyCN_LtZKG>WYi|kvW+Y zLWV9a_$$}L?C}x($r;z|8yapd7-pOPSmh60O=t&WMG#u^GeXNKDrVhdq^RSy?WqCB z&YxEX5a;w@mxsrG*Tw{TdKw6uuhkClpFwy2>h(g&!qv}saGKWc&8no$dpl{~eGD9V zG~9`4qN#w)pi<*|K2yfv0yadi>o;K%I_CSblr_+VGfQzfSH33{VgDv3OxuBvl7+6f zRWo)^I&U_e6sew%KZ9Dq5iKqk$+|Ga-_}OzKeh#N)=%dPKep0{`)?@OpU-zCAkIVb zdveuVNHFSH(uSM8La%v0r zQbp;k!G%0u86RNDet8@W+K!K zVOBske_?dOx8_=Q^Xo9s>qN+8%tmHH7_3^fXc7JW#e2++ibRBehe7p}KXh;9##eb8 ze5_!HPQ6>1I2RAu>M7l%(#gz4^BG1mp!C(2G{Q_lz+j*6ubD!=fyK#S5!WdFkrK5> zC&83FUjMPKgkmV+w{f$ZJJ&f8rgvBPk!3)VP#-8>+6z-EEl~?chSbgsLh{qu7ML#5XQj@PgjIRy{$j)(1GqAdY& zXVwWN(jiP*+xc5DC*+${X=SGmP?s9NX5`V(AIKV_m1lE~*oM&7rfH1*GaC~Y`F9E# zWsj*ITAiRW1a8Y3wrBV$R|8ujyk*P>*a6(I;X$yt zJ74AR9g3H$qBUkK!94k~-?+VWo4TWYvj$ZAWrls|rPWqnxHY$xxRV#UwJGIubOew0 z_vL*))&gHOc6>6o(dg}W!roDqtbL1Q2!{J^71xKJ>Ye52VuI)2yob3hA8}-<>G~huQ@xYWb!?vaO;r=`W{5?_Idf6ASF@m> zzZL_8U39hr{(Xa?)Nz;Iq+uJiHij$`zHa+c3P?bQ#hQi|}c6LnO^dsuNm!;!n+SmGfyHRxE~HOy|wn={!fin~S#KgOuxa`GW%O z$yaBd#gyqpT0c#uQ#`%y1K=XR6bskX?~O6O;=z&S0^S$7ogalpaHr$=gxgtK{e%M6;t}yOVj!L4UOv%Dsa(s32e1Ir6ArKYG zC^Pi&tXE|-Q1S%?$?A#`1t`eSxRvU9S#NaN15g0e6{{H8aZPs zlM*wg4h8bv-O$R!(K0m@$~R zZhRW>5UrR&^Ergs3p&a+`tW zsRzhAlP=N^2lPP$34pX!-MIcBqd3wcwAg%(>aWWE=owVsz?%I%ku2W@eT}MAeq8ZU zoI=HiR&jO7swe0git#~Wcj&g|crDt++sYp>F^jR8 zQAG>EBEb5#ymjmKVKO?C9p>T=#*5}ZjaAA;#4 zn!PvLsyQdH1v$YFnb?^v_MnO6IeQr=3Xm5j~G7-zo7Cwt&dspv}=E zP_C}j&{_-CrQ2s%co5%4nGRr-2UQw_4ri<6_Vr-J@3CZ&D5cDrR!j9K*ecF3_1c2m z9T8mqdzwdPZ{YV(t5t}4nkbSVEVcF6s^3<)7vdkAkB1mg`>X-Aq%2^+`{z4cg8b5! z4!0n4vgTo(qdPb~Z}}7q2E4O;9HWpV~&F>(fn6 zYL*AwEQrTN)L$bP5PR+)TYle>6YsH;wbl$-=nzkKTVt06>SXl98UJ`Sc)&UE)DOi% zJNnJZdz-3V!r96Eg$bKYKJ{0)B$QS1Jz8Ta-W~gmYn!HjG~YXJ zUoi{8GZL`rkoy-zTSE|s=)AC3-Gf1#4sMrUF3Ziyd(>=1N574d!}`nxWzm~F!5Ju0 zt@^`MH3-^a$uR^-9X5}!ue_|aN1l|v!i0DpgL30T*f*O(jaG>_zY;>3x%G-2I`Fog zX=aTFysSX^^mRmReEY(s7r|}>YErQ_reQh$j`1BB$^rXKFsugFLoDqkH=-8U;Mqs= zdA^sKx~+a(8aYwi$RoBr(n#T+f0m~rOjlhrJ7~J%&p0eK_&<6dBz-()wLbcuUfLz9 zU?)w00KQ=*e+EGx9^nc^p>6^6y=I)F-Dm4Aw}Vj>-|1(J`YHiMVkNO}6}IT)XC^o> z1P;wD+fljU?yX)$d+R%}Df-*{1`I3-osd)ng3|a{K|;Yr+;Bk7G+kAKehuwykBFI8 z%Ir*ssJ)DsJN!MKyMQnSt=wscp5tLUG@&kNWp zR;GzIfPB&77l>x~ZP|Y+$ire!2%8(XbN8e#+bmQfZ@xHcw+WrcwdFEN#S)xu1y=kp zoVCQg@>Aa=_{>*8rgYx{pttVxB7<~CItZZ9o*bbE$eEaTbTcj;j#C4fk00-)&v^2L zx3;{~@J%#ZS1fhPxgtJn({!DK@B^BmU)n?P)qJ)XutCd;o%2}zFx_{ZGx`xD>`7jT zc06MzNo|nIwYt21WzG{>?0rI>rbvQBj9l~tX03y8%Ae+F4+q;5UV(m4#4%l{FHA$L zt@GD!VhNwJ?Sr_l3;6@cx$o){!cbimBsop(3{>;F9%Ub)l%AVlMc(Fgdx}g_-J+H{f03qwGe3B4N zAL?*w1NY)lqk;o)G>4n>z!Ra(f9{&S`AFS`IV?rLLWOs$HE>njf2~F9i>Hwz1Xtz3 ztZFw!fpo}hyrtj&;gotnQ!>|XrWVOPi4J%hP%Zx`kgyI_`{c-4U^Y1*Hla6p8BfTB zLZ-fVdn~}3!)?F~GSyMp6no-J_39wZ=rM}5#0G@O*kCBks2l!e*q7u;zMaAoj(66& zo?=e*d^UnT52?rIqNIUY89x7)l>Kqp z{cp5&9o=&UU>7OYg8@0gA|vAKtL6f-p*bof%_m#zk-LZqfXAZbnX`>TaF!IR;AWT+}a8qycR@R_+C+s*~leT2(6?MY^P|~ zI7MEe@E^XR)A$GmJk1L6no;!(smmJbCZ?0-Ba2Z;r_ZzdNip;X`9Jdp(n{)Jy#<97 zvLWu>jW^AxNQ-j5E>Z)%}o_$;-l;C9K69 zO)nQnXQW9>{i_v`3Rs%xygshjT&6V=otFBBOZ(mJ#j&OhsQhqLP(V;pRwwQ{=yp18 zoIFGo@Vttihvz7uRg-*j;Yh4+ieXoct6H*OZWVNiUerhC5z`WcJS^UWo5Jc^T8yvI zBD&!i*5L`hgOfHR3r4_x*P>%pru)OH8R`0jM;7(3N)M<<+S0ZiJ)pghXFj;e7Q9Y3 zQMJ=;9)dk7uu%c+>uC&u;!S(fhOvLi*COW3!{K~TtUFE%Ti>T#qe98%8q{c_vSQXL zkmo!F%&hHo2;=##9fyH%{{6A-uoT#0hQcRVZb3(Nt2J|OIX}gHJ4Gn^J7whZAz3n? z)WuOT$a${rwmjHM1%<#cgFT}<2qmj4DAh$d$-EAVB-O6HDb<3dR+BkiZ)CF-0BDd0 zeiviDb2QBDY;y8CVdBI|cg0ZNGJcZC2{mL|{n8k@gHz)KXHqj%sFv1cfB)D4rQYQ? z?1HW5k7wvWN{h|`N}J$gCK+<=&d~BORlN=u%r->!)bbB2ArUP-PdqYa=18aJnXT{U zM@3E!NhHE2Qw<9h82iU?rm0S1!fM!h_W%l}bU+VGiv-0>iyU@>>p+maVaw7?8R(`I zT^J2Y(k(W;S%j^(3s5G^jKyKZkJ1^RGq&LQ6}IW)Dfi(^CQ>qOc`ftCi`40MoV?R( zkkn*9JLc#9BPh${3Quy#aQt0uoG;0yHz+TwuNBuu0wHXxo?D2LnPCi8BbXv0w{hdt zcGvYzzdZE}MjPRSU#D?h{aWk4I=Wj3A!MFNIUuY9DfCpuTNu0$6;6pI1EpviUCB}Khvo< zJPtuIEjb$gF*(6Qh9E=g7ygbqUDg+ZjFKG z#rtwD?TVdSJN4|MehS;?J-%8vQyXqSbCPF^iZ(Ctr1Z%wN}L|1G(f_P8H2`|v-r{}Z4glR*}mx{5-X-zY0wQFKN}SObPs(#0LpMj6dD zSlgm%mMaqF5;1KY+NfYJs?vxLoaH5Nzu+TDbfNs%WM~p*Y}QR&f3gX_Wkb@3u!Xdl z;?+!2wgeyd{Mo5l=>Bgk{lqnIBaGVlBkOjlWF<&EO>eM(B>H1e8-yK=y!s+|S^7kREB=MzFn7>r(+H%U?vyOVwKn5Jxd~1- zMG$GY5!yHIX5!m%_d|1`q$N|lhk_L9G$vE{BVw1Zf{&65)qB-=yZg5$wEqY`J(A(L zJmZ-8)WJ`(s$bS-1(3^UdLfWbs}2{8MVSB3(ra+H44MTyYfe3fOUH?|UX6j74F!2S zXn>W-Ky2XG6qyX=90dyj>!j?fOVtH~fqJ+Ym19Poel?VVPW*Lp)Am>40 z^g*V@z<~FT*4v+@XY0i6mYzW=iNwY^ zr&i{Ap>0~`-ct7BIE8#hi~s?QKMIGk-ex@{3~OF(1T^j38`q9ty z6C62_B)#5`7a8LqvzuG`yz)ByJ%JRI5mzJxVU;~N&FtL(jf&mOqArI+RzfK@K~me~ zj`!PgH*NkSO3S`zx?P;s5<5(?%)=?GepcLK46Mzk4jW0IA{9~Jz?g;cE@o<*AoU{g z1~9JhUgCF}UgEtIXTzp=I|OvF`Wke#r?xwD?79ln>WNHovYI2$yZW4!ZdE|`EcvMf>$uBjGsY3=M%bK+}|ZXy7`XLjXf^xJ*ETyWk!QbfwFI_G``t zUPGds90eK`S;ae^$Q!8BPVzH>`>o(vcjC&-?U$X0-!lb4L2wvUz++^fJbBSY<1VvN zJ*4nMOmqGcf6}ffNpW5$pC@l8c=0f8Ly#6jL?HlLMYdGR!5ks8k~QOdIQqtZG{pja zaafwSESri|@%g0~oZiT5-G+n(1FsOivRK0~H53s8GmbkA<31`xYDb8FOp>;^-YiiJ zR$p3%RIlLD zLjuQ>-dEkOdde!8Qd;ELs%K=*N&(UUla`raxZgutF#KEjl{eGniCEt6mt`8Tp3mdHhEh%RD`U{v1KJZS8l1W}jE%yd@ECUL#ZyFd zFq=pK?7Qa9nf&mzH+f@RGx(h#AH|<2Lh+-@W}+na;`M=Ib1PA(qUIl@2)AxM4>gi$ z^$~dr?Qwx%zpMJ`KXJZcQpj2lzX36bUjN1kBbjWYpKH)`e?$69Wc~NDJw(~1ZN!Ng z##LGv0(@D;UMV8&`2Hg)3G#f}R=(u8%erd(>7vvv zk?)UAh9M>uBZ3yp5m=k{A+^P(h3gvg{Gr)gAlEYm6f^NZyykd(U+_}han7CVZ%uhy6B{qG4xM6$~UvEOP`A#jO?P`g_Np@0?~7A@57ufeY)&jp7Q>#7NpNy2R9O zI0zua#|B^V?u?oc1EM2;`rV~19g4=iny*@p)(QRWz)RgPr-_Q$DyEA z1HMLP4AqdaH{Onv#$QoHQ;r{@MB_eV7{^6x-meefqL4_-W4-4z1ds>DcPO0 zOb?ahUVJta9ogJyf~(`IIfO8pkF!?QBpvI7xZv-rS_eTTC+<|xN;ej15g^2bIwAZS zu;-7h-0o|^R~3|L5!I~Rk)?!*weu^IaYk0q>gLr%V65_B6Sn!I=!yV9DW=me!Q9*X zOo2mSAV1(wKj)%7YfscU4WQ1&I*+Zs%9sf7TZ0{EN1T>Mp)w!#={=3jYu)h^pYi>VETUE6HdD$rIWm5D0adYHaMf|*?iFn0H|7l+iWUrf8@sf9zA{IJCX#Ph{M|}o5ahJx z_9dxBDuS3%AC6@Ur-&60r`)kl7M<^%#uB_R8gC+`tjFcR5z)kzi*g?J&_OU6H`K)O{iKC>o{}Ma^7OVe*>^ zs^f#4aC!HF^3|7xr=uo!Y5pH+&~NpLrUMdb<yK*U~;8Prg?AjN46%v!l=T)rELPzE+Qhvbh zDVp4eMx;@DyemFBKBt-B4q7++cd??SEKsQTBsr!;bh9=C@0-~1O(@^4M6)Gkm5*Y#U6JfG#KT&BYJ}y=b39d2{YVhsRa4eGD!PfSC z9M14^Z&RT_>dpKKt}-)@oS5c(G5!#h+KZVmC=>n+OZ07QJet5OMXN#q5b>pR03fZF z;m~}xX9;Urc}5%*3PaU5MM9at5zjK~u;>EW;6&g0T5Dh%^Q=Xnx=5fGtv*2B;3iiv zabkQowCTwxt9H2|p2>B|jn4nvUeVC#f`%?R_`C@E5mJ;V>VTyCoLU z+R3ER?xl**(y~F8TOq-aS&!K5A(dk{Bl*o&lzz zj#$L@_-mprUO-_>$9YppY&ZMKXf1fzMY3=ArG4wh)_~5#mnbA-!SxD8M`&JU8tzfU zFL4A9{yw@RP+54t2ChRbZQgOr5s?3qtr)>`sYNoE6g;L*9|jpplw4!rdc7EjnamoS zmxJg$N!#pvt~r?7Ivc6tZpOH~h*kl`2!+7p*e^R`L~3U)?p(2PpbEUXVRXn*^;E$K zSd%WT8Q=*ILL~-Sd^=}#Y!7noq)j91M?A|A2}UUze$^GD=!0RE?4oYiLJ!P33EM%w z#IOViT%qpY(vb{jZJB2YlV6i!O4R?3>&*(a3Ne?0IeI6?sLhB8&_-ESsJ>X7(NrFjji&T_2(av24}w_I?U+lz zcGK0i)+5OwBr$&ZMxc=P9#c7VI*PnAAL8J-*dlfwz6c{j+yfWjY0~X7;wdsie$LC~ z!mQ!k#=I^=Redt<1@51x19e;~GMCOS;(goNkXK0yn;pF@fYRf2xnxHR$Cwe*XnXvz z4A(FGci{M5E$?|ha}qcn6Kk4#OBeNCHVQnS!uWbL?5eFR3ZT8tAeTC7PIVl-e+l@Z z8uiGvp9n3}9I{l6+7Z;WZRb2Q>r!U)B@#Deuzfg=MdI?1jrQMjWS4*QR*N|tJ|^Ur z1C`srXtVT!Q)lv|vA}96 z@b`mI`CtXyVHI0?g?e)}Aj%~t)_23n*0UOSlB}f9E_RHJ0#+uFceE$&+>bFRk-&P{ zF~e4Cr&JF!KceI4h~oT52B);A8##`PuKh1?wml4*(J1%CAF>@mu@yWZ`WkRG&(}WE z+qBcrSL2lr-*0h*Pc=2EMw&_b2>|DU27-%^>bCvVF2n$Vtfr5E54=tc0~PKkn)@dF zM#;~(IGS>y5folbMSz-uHbgn2!ZLQv3-T!q1oN)99`)NHWoJ+TZJ!baiiuYblD^nH z7zJ=}14LpHMYPY!5ce*G;MpK40Cz@rX%dc=ODpmo95}U>G(!2?Xhc zE`9U3`>eg|Xp9CV*^F|MspTA4NJ`hb2-sSAhQ(p~ejNFoF+|*4WasowqKE{_=G$3_ zeMX;j!&gu}0^tvRs-kQ5`&<;UJTZpNj0u<%4$%z`1vW9aNBOI{^pqx&syLPew z!$_WqdY2aFugn*`FJ7>)^ljWV_QC#Y=_tu3xb0`PUu>GACwc^KD+r~DLSZ%@&DhJ> za40NM`N3SKJcyioDyfB>FsxVb+_x5_as@8TA3t)GpZw5<-dFJfrLK$Em#^a%0VP+t z!GX_Jl65x2zj^sxMCumE0JU#f&5BC&?O$3XIwS~#=U}yBq5bUKB0PL9%tG?qTTtY$ z1dLO~!m?GafO3(k4Dv@;l*?jy!24{W;=Bz+%0T1)spGERqF}T&fRj>^0z;?dP(vdq zNOuWCJ4km43?0&411L45bPDs)~po&&HE3mXT84_#-!*N zRsu1CLq_*5KYkd23MU35I)|iMDPl;e*CZ|_=fDnxr*X}jjhm89upmsLuUY_#{ zXVUr)%2r)U$<+{iMsGvpTN*xsYeY31I{rBj%O?52Uej@!7;=;p=rfT*QqX|b_qA^XLrSq zv{a=wF{}Yl)<1~%h*>**l$*rQj&rlp@DcuJOI}qf>1mNVJmofw26!ZlV<;LxV#h)D5BwjnpUuAbzzOB3@LP>Tz6k2k5c5@ zohYg}_Ynns&Rh?|!oe?BfUmUYC$rNDLPr!%KT;ZeCUR@IWgeQz z6}F^1`tuqJIia2Fn8sF42rSa$1Mg8BSnG-8w_YrcqMI zJ1s%sxc7TQ`g$IF)Z3F&jkV27YX`1zR9#Cf24K?lcXfKlzrDaUKb`;JAHK?dWMXRn z3G*``iDx6Yzz{geg@`;119lb{8>6!Z8!MghV~tWUwbzYs=0s+nWGMxJfi2_24y<91 zH8;;tUqZ9Vr?Qv+y!|ecm2K9`muydMrM`?^oEVT%E~jh`=C!_RQJ4v&r6)eDz1rYN zkEcIwwOP-3@h}K{N@!2>_t^jKE_Zj0AONv&ZS?a9sm?3^+QY{HM{31Vngko4FK*t( z!(^D9C~}<+*O6BjK7y%wpVSE^K(G-d#c1W(MfFO+`~BA@kNMx=g{tRH`81sBx06WK zY3$(xFPW_3F*jh3mKTw{DqXQYgbWM(Brk%adGd==s933n(-$|Jl*`%rcz6()j1H?0;cpSZ0M6cct6W96 zCSTD#2yo(^qQzgm&cs_2l?lve<~gNHYC)!)Y*B|yL1gev4<39cI8TE+QN zZ7;&Z*q~3632C9`7wO1yvBQV%{deni?&ir9iEobkw*vG!ok*#RS;D|}_reW|&-ssS zvpJ?sppk~kokomzjv|wxEVsOCJSi6UQ*pZHcF;)G{c-(N_Ej2=Xz>_}m^@i7vHDm2 zw4txB)0-?#D!2W|@L1hZB4*-iv?X@CXuN6$^mc8a1b_7c$xw;rKMN6Hzq=G5CcOVh z_?@g@LCN(_Gx$|ZcdNLOiCV2kbw;Mm-@dI}TN&oqs=)Q^@n^D|GEj?73T7Qq4DSvMJ zdOyC;Qg^2Ce zIEEHCA}<^}F<@t=Q%h|GYPS30?eOR-4-)H{|7-JNqDb$=T8KefMcsqMRzX8Zv775{ zO4t%=82Vn>O-TD;>-xeSXQcqTc)^ref{~v1CWzIdS4`>$eW(kMr~387IiL5k`WM{W zx(*mmmPEuiD-E-d34`F@^!jv5XP{M2z$kw*WM-R&U{=xaQsPj{6VRN8-z^?bnU|aI({| zkZ9zda+ukV$uvFltaW!*)#TsEPS-iUFREEqV5x{JwpnCk8cxVZ-NaCA$nSFSWOdJg zcx&T_m^XHPfoZ)Mv(0IU%o^HsHm{V6?mQ_bme`$*aj17V23v5pu>EaYYX!M;RvYEb zp|Ipl_h|}eDGmNCT}hK=N+6NAq8)`us`?$E=|0=)LZFKuTu6gOurB|#^yA|0*U&H{ zg-)fs5JVKEI=Y@i%;%q+I@nnWrJdxnq>(;+dQ8?)-E%E^Dc=%7?9uWV6}dMeH`X^q zUfJ1&whN|_BDGaiOxNixNRlMkAEbzyYeM&SEzOVj4d#wvr(;jH?iJpe>0Dy$vww!v zd$PY4MhpQrc5Smm&Pnea12)Fy9%3c_Nh&)WAUrp%T^Tf<@31EUxfjOGjqIAcI1s9X zZZF1h{zS4>$rY5mK^Fdia+ zx}+P^RES>(2~d&dxX;9^cEUC#<2I~WPkd5INX6CpK6Ax*z< z{jPMK2hQ27XKW^e(%JxBD!5WgMV>mwW8RuFbHqXTi1;BpdiZ9_-mZbN?MCC(D34DZ z5-O7DOxq51IBIMmZ#;7cRq;SmBGH1b33`aiwx(6(&BN_~Rz}Z`g{O%n4g&%ZOcy)jKA^I+sfI*bS@SuK4 zp}z~9N&XJFJLJ84R3P9{7k_e=cd0HGucvW_W+eDUFJ5k2`K^f0o}}fES$?k}*d~GC zZFxcm$0A}*NL+`2M5=o%ba`7{7QMOoD%XtUX%ygj-y`=8BRgsVl=7%`B3z=I_i2GKFo-JB`)GKfVq4TxCl-;@9q@s?y z%q`5pI%OSLaz>V-H?s@(?TZCj>xS|g11o+hA^fvmRY}V&Ze)^!R#~tHtqBc~#pxol z7dA?b{cL8PGSpT?C%n%~HR518s)win5G{aWO#63A! zMp_*Al5PI3ip|FGWsP{;^yC`nSH15>y%x!9G@hF6zydiv;m_;iQ;8X10?g;WW;)C{ zmD7LvKaHCj!M=5dmZD^ybV*Rulyd@I^uOoJmG^uIQZ{|b1}BZ8UoX#oQd(Vv3$sHS zZvqyjLz8jy2+=j>HSrbgHCz|O){TnqJb8C1J29JbIWJ`D3Mwo35y=+n$yl6GdPUJj^26OhZ$7`ta5s?&MeX!UPCJm$ZYWU2 zgFTFBV`Ere?XCEke^F=k5_>P3sg-=rGud&)*p>GJC*b3x-u(w!_oVcx#R&3IW&tqN z$sVc0sZL{<;3mqQwadp!6px~N8ea~+{R=*cU~mF zI5GP@rJt7uA@L#JsaE0DZmyYxG(-53-m3e9OO6v9hgQl=m#^m(YbxhDt(isH#BwtM zZLVaZA=K*j8e6*)xWNq2fje?bBQ;)SX)(6_p#K2p10#x*dhaK)V^VRxcqik(Sx1Y= z$?E+20}R&k`nBk4$S44m;d34L3Fzn7&uT zk(0zLV1Bw{^2NU_!Deiw;N4$xs#7!1o6g`Sdne1r-?mr{B!!ao;Nh!HWJTRR;qb* z_p?5wKMkA;BtTW!w|U1{43K{N*q?=H@dJetmNO=H%O(bz$SaB3@XS=zMf$Cj)UScA zO-YWyq2YGFk6WV1muL=j`igp6y|FDD78Tod8n7b1MK`M*v!48HL&LJ@n>Kg3{;Yqx zO8YX0*<~h~W`OY1FE~38usw8n?5C|DJG`y5yY;#!`jG&La~)M0me^}9aluijVE>ev zl9}Nx#m)M@%V(66{3*iYb3Y}Gs&rHOiUyel!+rxlJ_bDwtZY@%k~$6`+5|Xf*%`N~ zS`7EH@fMY&TeS#73iWhY4jU7@H#1IH9=OeD3+hYxlM$arns&VG!P}51o4t7N#3m3* z%fO(!?|ArHJq$O0Wj|oS(fWG@rgKKkK=F4N>-CM*p*66dH!8}9X=)V^&nRBjM!bEW z`dH_^S#tbaFyaJQOj9iw=Yy@`+HJVAEhWyz)%oc+HEBj!?v|~%faPgTmrA3Yrss1N z{}4US59_;TB4Vk}sKMT$f*4DElIqv6{)>i?5Wft7kaSDY`pf~CdZp>*=##ipQmc1J z_j!E7qc7Qvi6Y#HhTBoeYQkb9joS8Umq`LOXYdL_>uB&x4s zgQ!M5)sAv}M{CXPpg_4LRt}|o(l`D(U@R@E08IGr8X^Dy z5Fo%0@t{A@r#{SgeBs~6G=JbX`yYPbAH5h55NN>nQQDs0DRa_zSp%s&NDU|z;Ar!pQA3u_}}%^J3e~|An^U4 z0{3eThk?&ZaTT)5EFLRK{b^e? z;Gvbm9ulU>k!hlH=e(81fOV?+exiVobFGt2=(fUI6HIQZEi(d2v)U>NU%|QggU(U| zqkEaE&Mq=`9J+Jmw+az!LB1n+2P}&*YIc4`s~80-+;Pwg;3U zw;P9(AHaerkoc5Y=FXgM&~c6F$LfsBA>ICt|2A9h@`s0lsawJe%v=*pUo+P&Bp5V*uZi+Vj`WA^ z2TMy8x%;m{#lc=k@QADZ7@|rs*lQXU>*I98$*7?FG-VB4x2Rh~Ou~lF1rcwFPftHz z=K=y$JX>f`hFEFO6C(TGNPkaZO&=HK=thf(llf_bE_omNtu`7ql~DVo=>`v;-F0uG zhb#sMXMs<<6~(`ZO$Koo{{&hE(pnjatHK`ubspFEE|KFKfUzTIRlX&hiCXQWdsm&* zwH)rUO!f5Xh1&v}gaKxSPVFVjo(^E$0pznWL6L&v3QCe+T061ANrK|&u&s-A(>o)~ z?p$gmC(tGQ)xGYRe@7x;1rN^4VX|EBHwnj~m@6msa|fvVAg@#j#?LLmSfX~RbdS7h zq-~n>@iZsi6j+9YnpG!{^<*9ghiWRF8JMFytL?nq0N#?T6e(SDOF&L+y~MWa6CRd* ztdvkw#*D^%xQS7h)l)a@g~os=W;KcA8`_Yd@KcsN24+Pn`I@R+4{D_A+x|OM7yH+}x8YWdij9_J=pUHhsEC|A4)${?LX9^&46G z$V6i%id2Cnr9H7<39~jRlVwZ@gPe5y%4~+iRDQ1QkU?D_79)fXZ59f>o2~u461DmQ zpI)ToqxIwCsNBcQzT@?DHxk6F(E6Wk6PfYf3@LvQ#o;q05r`a@JCN_3e6aFDZZtl< z;6I}Zbs>DO$0^L<|{oF0KO)n3IHYDRPl0R}EFuLi#QUG}_*hDEDPrC8B#lbQ!gTQ1Q zZ(Qh3@@yxQ3I=%})bS`FN#CoL60_U-kmUY3^G~7IZTbEcdZd*{bRO{qL(ma>o(_Q{ z?f_WciuR`Gk&p*|fTB-HbxSSYUGsIb6Tad;uaxsP+8QShcJ=W6F~UdVM2t(mnIaA` z4cbvx%2vazBYV)rIJbl5l^R>i*_%P-L{6F=Mb$QQc*<;;63$K}d@SoPm&IdSP?-%h zzaVCoNuR*$3t1DfmOhxj16^MA#3e0zu-0uD9GxD^-ROTfZuBw~g{Ay^$D_knMdra_ zg)e1`;lJI1a|qn7HLk~Vx;dozTxFB>aNt?%GuMOB8Ekoe@%<8>rTnTkQ-G#Rdd=E=%1+M#XWJL_S{jdv~PHy zr~O_FXMN^3kBOemiOR*F8`ankPeGUZSYa7d-FBjIQtQiE zn2F-n!fVSx;yweH$lfKTU>Ie;aOLZqZs5}OLqwb$OvdhsUovC&`mB#XyUCa$W)8+nQ!3YxIcHFq0Cw@T4cqvYoA?s_Yj+yrLil1}PzK;P z3e8EOke85I4gGC&bAilZw*MtT>ywfxK=(S=PpY-bmn0#1YQ9~&i-l9m-?!-=?4=sx zmQo^uj%%#X0ioi(LnM^87P9n~D#TaRMc{&8Iywh2PBl7EkNY{Eqt*+Jy#H54CHQQD zm|7O*!P<-+J4;6@CYitujAbh5oSck0=Na!jEx}4-_5x%gK!fM`b z7UgCaS>(WF%)8GHG3KiC;#7~s-Swy~AB;0pd!`Bxo6UmjK;wBty-{<#z<2#GhZdi~ zVh`zVl!^FYLkDJwgp}W@eE;OLIF>L;7a!L^@4^MG?wF`byRt4*WMSTK@D5W(Y?CB? zZxi|!8QyO_(|QvDEUY(?gw6U}@633UGiq@s7TVcQR^s*hHqyb>!d1mjBig{$W|gb! z2PVsYquPW#m!Em$ zqH`=j8vPkX7B9YD+=+s9VzM{doTRh<+my|J>@Hw5Otadlrd1EKP47i04oXrf`8C$Z zN)W;ke(%^rHLiIgsxn$oWQMb3qhs|R#f=e1YCgdEvs20VSP}0XNr+E*Kfxd9&lqw7 z;yGcwd%?DviA-p4%Kv8F70;|sUpnq zqp@{as1^eZxEY;qdX*_sOG~4HUbLK+E{EvN$+nwuoEbo)NWZXUxrI~C+r!-kA&-Ht?Zd0uN-Pdi^0gUT4-sH zZ)MXaRt0S29mO z8Hm|y{EVvXRFd!Xy$#WfQHyVbe?yY zC*(50%|EauB;cE9T^Bq}gEeR@3kg6E_fhE!l2ujxcgoA+=2zHK;uIVyL_?VJT}NxtQ0Zx+WR;@qS$(g>l7 z-W}yo;udngG06o#g4evP43LG!o<+h&(Eb4Xh#BwLy3BjsreT)wBnz0Eb-tGk8FbsL zB!(+)jG!ueeTO-WhXdfdS%=B2ic3!V=mP=!L62%}G=LWnYdszQCTN=&N673(45wr^pqR5P9yATcg$J zsgv(WIVg|oY6Zx*=c;G)bJigxp!-O)r#X#uz_4o#(qJ4-zZhI(-g<1szi)wmQ@g(M z4}5!F?49(Td5&VPSbmaJ`_p{b%nG5zDIp*o_&bpTwjIWRtGq@|2Jtjoy5-@%eC+n?-*79$oJs`nq>c1u3I1hhbb$b9 zl7UayC-c4)ssw;+0IYP`x~%onOJt|40>hWPGaYb>4vI)54eR?T3I1m6dHk+h8%|@< zcqd&aj2W1VBsfbiPo$0B2A;NPqh6yxcn9fFi}oUfHx+p|wjD940S+(OsO6?J?%4Z> z58E__LVoMkYr^{Y)j8tWsu#e&Cf3`wRap$Z86Ut#(q%H+q!M!sgq@ZX9mu6}LpO!w z_GI$83aI5Cdx*QzutF66UxlOurWf+)sKSi8iPV|>=^nK% z_!Q|o!6@;+c4T*M$pZ;641u%Zb+j;WkP;JBiJwK3=f;Cy0yQV*&5!(iZ0A3Kuanyx z(tyH8UuhRZUZvbbGw1m>f{)6iG>E(I-IV-!HJ_FDkWNk~fo=@Ng5cF%gZ92M`@M=Zt2Nl>6eozvC~RYiBI+%XU;r2 zN?B4((@TY6oqJIe828ikb=^H{`~M)EtBikjBSDs%RE`3K^~(8#_dY~I$Z!SU_T}Eu zZ)Q*PsBAO5^Aa@(q{7CXkgKVrZwPWeN_R)iXn=SwFM~9$Vg{>auo}+hb0f+qSq)0+h4Fp@=`;eRD` zEmyn7JD{^t${{j4LA>V|RG?fe?_T)yqJ34MfK3RlB2$G@D-v}!>GW!HYxyyVEvRzD zi@c8ebkjRPOG0v0`Fjb9`C~Ly6?^;C^&Fg3o%spe2}uc~p9}~tJg!%q)=g2K5ZZ}H z%d1*mxK3HI#{*||u*mA-RrO-Oy?h7|8VrX|+8%~uEJu$I(cD5B<5#ir!-IW+t-31z zZicI_2kk`}+9g1rBN0uDfOlM2)W85!7oGNOP%`Aq479oFEY9ro!$a%OKAmak2hrCV z-N40zrEeUnG?LKnv+?Pqh(VmcJy}xw^Y8XMpt5N;Wa;4ACQ3;LeG|3O*;)Gk9hSqG z9)TgpIuyQ9mEb3#Jaq%rf0;n%c#IF()uX*|pSP-o7qIXliZ=`Gp<>|P87}ycJ_}0J>+A)}S-DV!Au&Cz zi+-y726I6#;{F4Zj{uwmIB5e&vPd(>Zh$9l@ZwmT3H2H@P2R||j#;&HTVVfffC=Px zQtlhQWUkzv3e9-IJJb4DhDGH&|S2CCQ zD;)8<>hJKEUkZcV085xw{8-OhdH%^(7leB@Xf;LHgeb>yUfD1{zy`LK0Xu42$Z1g# z-e7%^RcVhj9kmpB$|EuJ>i0|nr4_U`uPO64TNw*VjafrpUTqMvIY4MNe9L z*dwE*tj;|Y2L~eyqyY$#LaO&@zA~GQ9Gu(p#+NkfMx$_uE;FST@k9u%oz!m>R8f~_ zc2ScxL9Nx>vT`rWN`8K3jfDj)wKF^h>Y!nN8U6fIg=8_qOrZO|2eJH1?h~(h$?cv7 z>tM*7HO2KFDxA5((MeXEc^~wJ*6v;!M$Q`x8~z%qzg|8}@ADs?XNts&JZ37P2B$Hj z|9~d~pYDl0$17i6hLB3yl|1jJ)5j{V%$fm8C*}&#y>__M2Y?zHmnQiacP5 zT+!E%d3B0SHwP~ryXX-(Y`%!m+5UPDHbf`kz%A?yDk%_MH`U(kwj{dSd5_6=Hk>ip zY+Qa8CQZeDTV(p3b<)_JT%d+&>i5l-Ib;S&hMAs&_)%{?rq1z+Rn;=0Gp7Oy4X3tT zr+a}@!e+*)9ZJOK%6I9AR6sVZTm zw13Sn;P$HKE&2zhmiWFLrdnFnC_x?vR>1LiH$EHz=|^GTdCyUoWrVo!;0r7$=w;%; zMS5+2QcDik$6{Hkl+$dZK?UUnjNyfDmBM*7R<^QtMmyV23SE!vcP4rVc-f&bDig4f zD8?>k2*y>^+LpZO?PqP4I~lo_E}15_CkD%3BP)Fhy2sU9_@oP6Z3H0J7)}Mj#jMm7 zv%TZwM*|A8_xq}&mKXv`vdFPe&9An%gBL~-He3-yIE8V5#fMQzjy$+RB#-BAGZP`ep@jIRs`4I6x{>t1{?VMmj1ufN9 zT;ODPd}uFY3AM)_dr?~Dd<;y)*ORYr@Q4toN=DJnXE>9m>xNcT>%UM1whTN2huZ!JF^$@CZsso=r&dr}}ngtC|&j;L4+=3&P_&aHW z2^q7Zz0fw@OdL#wd}l{48!zlG^(&)v@2HAvF#?;F-E(AT#dXc854hH7TQMi{PEXuJuzy5-KFit2x6=j) zw|%c!YJk$~E(mmx7hn-2y&y0vV!zI=n_zx~^oInr0nVtFUKizREy)L3lXenKYEwXsd%o!Mt3852OD}-ZvLcR|Wk(*QBY@$xR9FE$SpeHWLRC z4-4jb2gz`7W;OTlblQ06x_S-CYl6;{@o#4YZ3qy5;dNi=Dz!B>isOQZ@C{A{UujVV z(RL!ZMDwLxVmO1M1|s>4Xve9v1M;sL#Pk}yt!PE=?rM+uPj7#wzP${I?9kHms)!tS zStLyj^74d3$OsyOG2BkC^qiU~ri`9C`WS|B~BE1%l*k#?Wkk zG9@!LGhNQ_+nrib$Ug4$kokA` z$e$MO;lvNnFZE2H!F=7`|mjosr31gllH5oJKcu2Lx83iZ*U$qy;|?7U&OB4AJ;s(6Gla=kqg=k7C7 z&|M`t%p$D>V5o7N9F{LjBf~(7;-)dzNpY~O{X9Vkvd^6))$oFP34<|4QH(*N#lRtL z{y6iIYH&ZZnPn75_-b+4MlxuawzMkJqZP+Zz16AO_ZiBUP2R<~z8yd{pL^Q$E z`eE1iL;8xiOB}Hgej?kn#HIbjtp3o5JA+ZEJx$B+Ck(OB6=7d-ZRysh=iL;gZHV|xF|8pd z)N!ic4+*!&`A~U7d*D~iv%2|}y(kai1F|s_Mtm85oPX?9uh-ykc%A^aWSAV^^lOxJ zV1VltLKuBuzKCctQGVUNvmikwiwyTG*jsUNN$?mB!e{wIUcOrp(=*JFVzjAJlzDE* z%Guh~*c%fhhOfJ_%%efnjh3hJG`^z~LsE+uXd@nJLj+>kO!Qv3Z{V&V?H93G8tmJG z=G5Mk#+`9BFGv=s*Ay8Jyv!lb9Og2QT{xI^VHs5zTLaEzY}dZuMzKEpKk@ zMWQvXh|wkAJmGJfgbW%dmd{(P)C!37?tU&Q=i!!>{$WkC)lz=D%0>p_N}RW2i;Lch z1h95Oc5vfDD%>I75G1$?sNoXrVee zn0H|W<$rHfo5JU`6n^0{Vj~S$rZoZHNH`Zn=+NG65LhUgZ+9#goHM7VVb|APQ%Ud2 zpntx1Ewh0e2E^jor1}YC?f3QL!Zrp4CI{25;U_K81zr=O-dcF&;a*@Zp|9q%qP{X= zfg@YrELl=-j~2(}fNj%lN~VQRVDqZctwHqJGg(3@;reQSF|UXd|0CyHV3b-F_be}N zSrHdwQ1~E2467U78YzMD$-5qAR{)9}8lE43C@qb!*FUVhq(q&IJNy2#e;tigwaTL( z2D@gs#n8;AM=cm47}fvfKMURzw2V=e6Pb6Dhc6ZfplB)H)gPof2p(wo3VW%E=7_|; zbPk&Wdx{CkAejJmZ+n53l-Xd%Co95EslSob(Lih-iJtOgJxoOl`l3Qme{cY4N01{} z!m?nPapBd=3O1VKu}$|1%?&bg7g(B)sGT0%wIud=xf&Cw zvNVC0>$Qh}s=l;vj-K{%7;qx~Mijriz0z?*xrYXI@6=-%>w*5t8r>a+x zjT}q=IPS)x&$`|ki@D)j;92tGsU53<^zfkdV6A|+eb-Bx*sq!ZJqi3F_^T0!5?#KW zQfcP^eP6)F>?l&u^~X~;(dp9Ljm`n~fa6Ql??JgU47lGhT#R=FiO-x+n^QjSnRtQ# zh1RfIAtk@tFVF z52#g{+B2292M7yo+#2Whx8RG|DtJ=1--OAS)BeyS@?HRj|Pj|Q?QFIbmn=fZ^e z9P7tGdu*j8Qyb^A6peEtEG8Ev$-;1oL8otjSVlI4`|CT|j($_c#4VGdt2LK{Y5ONM zU-SRE2)no9x4zf{x<&mah3wSUDOmGGZG~Hnz4?34TegXSb_C873Tj@Dt|-p1j{`G< z-Vv&0QjI==FGs3W<-LQZs!c#y3GJ2Xi4ak)25sHZh+IDA<>utdbGceZFzvjJ&yHO? z)z1k&o!i%jI}G0wr<}A0ezr8H2LdV06`*RK`JVxBY{^6O^b_WR_vkqnl-ZwLb8XV> zvmhF6i1C{QmfY)_8KX}rYxdSF@%mW_z$1qUnw0<^wawMnWfUme)8sPDM}!nCmGjLR zxvog-j?R3Wf0(v76rM#dz{(1K^PqT2#Nw{to3rVq)Z(ir9{iZf@u@O?IVK2}N8M<- zAYg5*>V>J76Of7TN{ULw#ktZcDie>auBu4&f!jUshLuxTbccdcJYRZ$3edw*U64v3 zMG$jIAp59A7>1nOm2$0qWarTjDK>T3luR}oA`CU;@Mly_POR$$5qg8*I_EXwq;vR) zymIIMrrAsbjqA90>-VEynP}_v1{|aB?3}Xzs&Zv)xJvG)GaQHrx+W!tZvvV`69pPI zvXL#e5%$!53~dxH#yiI>w0v;x(}!(1f!Xk)WAe(%qBJvxvWWv&ElmWQ{fdMWTfkp^ z+2zEClGu^zfrpExuE@^w{;ka-m?rg`G2prNC%23^QQX?4ja=VL%W`BP^;3T}794L( zQ2SQ2xXxaId7Br6EKvsdIr(|bg6>4pjcSIP44s*i=hh}Rt=$^w8bN{h?#Yi7sCD5d z&Sn36JzRBjPT-!(7zuiI(AA`TxzNnc#6I~!_gK*Vj_B@{Gn>bL;tE;pRRm;o6Nlg~ zkY4&C2?_*0tZeI;r!Dx^uB&7p*Nh(b`ASk(E;kx~F1$X8OHpd5FmbteS{|SOj7I*Z zOD6G*uT}I@ZxKO8_TcCO*f7o&T2dqyS&CW*h>h{b60MD8kpZPa+C^ovkAib?kJrq8 zri{Ys1)Z*Q9)?#x=qK4(@Svzv|D&eLjC#_D2KdL-1h>-PWyMkH-Gii@NNjP$6qa&- zAaynMC>r+c1vLiRKRVNJe$DFZPmHc9!J^7aH;q)e4d7QUUV=AF`_o>g4QI{UH1M~< zqoHiDW)*3f6SmZNHLGU~%bv(7%<<&u5>$&HZ&{E!NhnNRq}D$!vzL_w_-(R8VyxvB ztCEe3=U>s^kFE-th-45=101{cU?LJ#f(6(yo8;BGip~@c;biwgAdtDxM9& z>>OA3m@G@^;7&O!`R(YvR&ggPI83aR%A0Zi`_1VHK^gN&P4LD7~N~b z8%;>IG@E5SH-QVC+!$H{;nrkB?>hk}KoOAND5rkjX;7z&5s*?koSAeDwXIn)|4h8NQ4nLI7BZvclMT0E1x>lc(5taf|e8VC; zG*oX^y|ssEMyfL)vHU*XzvU(0hCo^1+F00e|9N$051g)&1U$#o?=%3J#-I9ynC_FL zW9c*K6L|lDNNSpXX;Pgd9bN6#2f9Dfj4A1tIX!7*a=0|7Zp$lV6jh+-nN!U79AjqVNS9N){s5#|LuGt_l&UjOzVz1n=|5U0?n?+#@h zE>e#IM5#F;BF1$M#g@DCH$|eVpUDb4yagsgMFe!}YL0tw^SFN^u>u&GW5x^$Qp)o^ z&Sl3N1lWg^>h^+kp^->7o2SEpMA7bSbYt_TQ9Xnz()m{48NB7{v-zCS7-MJ2FWy&| z;Jj(4#Y6lOJ&~ftvcQ$afFDpE zQ%tttPF3vHXx5xZhDx5mHYCFu@LFy`tRI@-%N<1S!crH4tUz(vz2Y6ZFPC_Plu)T~f>&_Yx)j$QP0& z@W4sDihdY1IvSO@;;CIRe_2K2om%CQ_>V|juA6yimO}%3+Ak%6Tgc}&+)T+@3Qfm} zU1-sFWD!2~;>*e?>R5C#*w*;2BYdCaWESA$JL+in`KKqx3C}sfY&@#Ij%^rY7(-%~ zRak+4*xC4YmfJ8NAKJe*#tPVZRfUrS32f!bK0RwQ3o>`Z)~7q4c$NX2Vr&L1cVJ;% zF1mYelMm0z^GIufb~@NE3RAbGTXl^7CgUI4lvLwR_SlOtrgy&kw)RrE<)@uOs0w!PJ+Myip6{ z4o9dQ5!=GK^d|I0qXA`t%y=is?=g|dC29$`;_{d&#W;zSC6fk^o-X821&X(_4{g3V zHh?%EZ!H!*+~ub;uR2DQoZrj1U)rhAi<>Su)c&s=l_Y*)pIgbTB#?gGjw)Pk;95t% zM_+5sG^sxRas_*dr{mtp2;$xhmKsm7E493bA!pkOKBr7_$*ydKtF>GLKli_iisqLFtamZUe zsDAR4GDxT)2UB2vQF#R_^$gJI-W*L0f z_(L@S*cul*>4qLp`LtIeW}Wzfhk>t*d|-@8PWoqUvzSgxfh8yHpY8hnXXQcHVsUcM zH%17}Mw(yRhSJipDb4NqP6Pw2Rz?>am>m(t8#-lfdRxL-+T&Lf_ph=;=NI$zX_wU{ zwZ6U=mk#cCIFq3Vt>s}1LY&4sYRC8X0Rdn})XzqcL>mCO;b?W)vDT|r9Y zq;{@h`(^sJ;smmTHRp6@zr{b;Kz6MX68?yR%VdCUv#lHo3t>w2m_+f(OHe#N)1sG& zIKe5{D7M6|fNgK1h1yfya8V3Kq1(!siz6jq!Or8MYV8gkw}90e<~g zFGJc9f=4mKbdLC07F{E3qpje`4q)nP`hk73O&d{eZf~JxOQ@cV8K(tUnw2TZzGA_s zzt)!CIlAy8N)^0fMw#Za`f+mqEUGJJhs*PTJW`dQnYe=S!Kpx~u=nl@ff{?Zu5803 zcqhu;+me=30FID!s(hHfOzts~numV32dg|(#!cE_M}O>A66U!MUg@#jK7Xd%l)_sW<8t!@_?IwN_+%)r_n zN!YY@hs_i7TOk{#vp9%AkC7_y(k)ptX-S%5g(BA3Vt~F>fvbd?HBYUSkV(DnP%Dm} z5z=#PHk&-J!*ZNDvlfAQ9Nf}yYi%wUWIKU+lc@pF(|y`KTI4!m%p*&-v9e;yGQ9&| zEfiiR)?%c+i!xoQ5HEu^SJ9Z2JY-@R6?v$2gLlxd>DrmRCP8P1+z|a>l+e~lngCNo zh70+4%42`k?*y+ zK3{5#aD)@Snzdq1%SD#3?xVZi{8R03QHD&_(B1SAOOE&UCnYR$9Tf)F%ge$;^X0Kw zTblz>oepCh`>(9m!_30kn+%Cc-i3&aOO0k+uxMJ(ulSW=x|_fkYklhq>LZ2=q;SwQ z)o%`dmf!W?cDtFSe1dy&V$$aulW}fti1;t)PZgR`_q%EB@RA)eLa0fATK_l&V0+MO@$0@PB~Vabs7$y<+z$`iU}Z{NASH0 z5+l`!gE(r+2_duXlY5wCl{7wB`Zh3+a!C?3;XSIrrymH3ZUHKLjqleAgWBHZM}u)$h|@2{;tn6AD*!~ z+z>!JqxZR0V8zDIU)5lZw&da170#_4|NMNUneDY=iGS9Ex39fJ^D+Y!@>rFnAbPB( zgJalwEsT9oD}DAu15TVYsU+%h#CdgX!!%CZ8Q-4bp`n!iqEIT|(OHHUIfN~1PYqS% z&D;enY>bWtR`rR^Nl>Tq+xd$+nF-JY`8J?s)^=0`5MQgdQSM!w^_231MKp@KB(+;l zSGmg?^2YqKc5aEa`wrb`(E47jpBPOGQO2MDMRQ8+iQqrQ##Q)|Jj0!yt>s>h+z-k1 zxy-H#Yq`NbYCdSz3cUfX2FQerod<5|cfQwx{Y=EP*$f1cS{Kej6XdwRR`5fVt)h3N zhF|lTjG^vT@y;z^z2blCx$PUN;J*=_ePFh9+>CS9q4bTt)j25Rl^-e~)x^Kzs4>@k z1>P%~)c>&sB4Yk=*vD_^EiW&(u#$m6g<@_RbSN>j&-`w87ku`>#=ZuB?w2%Or^D*U zB`SBIeWIy8*dRP6zqq?-|K@3U0dE~_^}psT*i{sHy8IK z964BLdSEoZartc^coj2TkShRWfr=;!-iLbV>hh-gu*OyQ5HU;;UC96;@$}-kl=}t} z+&Nnb-zk}S3q&u85Y#6PX+}`n`%^SjWlp!7*QV(|47pyYY{i{+NdA=BJZiOK-!#Fc zrY0oEbf+S0?yoVzs#c{*goXZicY;$?`QjJU)-O=vb2{i*}ZQwgI* zG2>DBO~jyFTs_>AYW!6zi-sy5Rl8dL_k_o6oJXcxs?3z669uKMVpp8b9lzQB9b$*4d0{BkLrh2WybY1_P_vnn zj0cE>n!K>N)tPBb=OZ7p!=~HyEkwwt=pK9=9_FSqNqEcpQGO3JGk|PabetC7v;YWZ zS_Z6gM4UHYbNocv$jU*TGFYxp@?!l>edJH&(yn}0E|te?1^+E)R2*NUQ=1~TRZ}p4 zGgXZvrc4mg{lj{eg-FqTveK6|XvwIGZ|D!E->=MHW5uXio;WX~aEne&YDh1GyZXF0 z-mq`nUpJ{1DK`^w464|%MOafVF+HdfQQZ9t#bP5Bw~C$U8Dxr=4}jmSh^C+j2)SU@ z#!0vdhjds;thz4xtzv687=DvV=s6DXA*g!)TbSwk)YVggnNFeUhwFY&GBkkVRgQT3Nh?(WD+pUKh0LNi1hdFBHvVpG{b3 zflSUb;q=68p#w4OQ)PdU7e#}8DSr%OzSMxqTxyCND%Wbi@J@g>5&s*DSp(1-=FRK@ z(k7whXvri|#ER9jAP#`snBO}&0Qv8(ddl@ch6E!_xnR)+&d&URFRL7v+eM&sbRmeY zA6)y5lt;mq!k}a-X~em-x{)a1PZ41Ei!Yf%{wxpXykjvS1L z%h#iaST`&#r^54n60WADdwB>1z1?c|X=b37$smyxZMrw*pO^hKx+gxeu};;;_B?98 zY&w`7wbR7P^(_hk{(~#i{>8c^ zX1X#^)-hzvA<+iqR6VEX@X=c7|NsQOG=%Bokr;P0STn8sV>Tf6j zCNO_>IVS~E#(D$}++0{?Z8OIAOE4a)AU04!K z_;zg@kE2XFyv;+X^baI9-4j8`E9eT}mI$w(DW)ZRu2s4${4yjOd{UFr7P#M!#w^pB z%Le_QaS6KDyB~skp^Uj>IRgm{2v8L8y#+h^>AIFu7L`Ia9L-k?S!uI9NNqyT8V`W4Vou-`v1I7ofhc;wfTQ?zk3Fz{{O^%i9 zTyB1b--=M%Z1B;fX|~fWmb{*JgCE2yoTcCGV5)SED%QFHLiV5MgaW zSXCKPGLe|VyWlmIMI`es)*GMTWvv&l%_10?(X^&2kZA&!u|hM%y-mR>`EfWP`|iJ3lmlEdea`%6ZXF-r&v`=J z0FCo)+;fPZ&Bi!3u*X%}-)4?8gxc+^2+j+*sXPmX_0GF{^~nQjOh&%N*4fm(nlc5} zsc-_m+P9k-apxVI0FzBE##j)R{B1PZ%Foj|xg1l`N>PLwl$-`IJKot~b2L6T&Jm?w z^o_FT#2hB*ahXls(3nyWdf+J(_Cru}+H@{iH4UZ}=IBNJNk!0iYg|v+BUOXT8QJx5 z+KVYs-gk2VIwpXs;#%aw6Z%VsJ7GmtWO?{tR(Zna3g6ZH-sj(hl03%@DaexhHQm%%opk8N-4GgZY(D#YAHHu!c)=j6MGt@p;o z{C@Pl)TT`~-XoFX(gF;-In#;3(e)|tH=0&SPFZfdOp;G_;TC?1Iy|;M5&H4kbnX|K z|2DFk)j=i>{VIG%Z+o^I{VAn|G-)M{C4(Ee>Ff(Z6Lhg<+x9R z2GFsp4CUW=^~6Q-Y$Xaaa{~Gb&#@xZ-*_^$Uj;6w(e31*BUxtXx$`nmuumF|Qh5$Q z>Gtw6MzF%bo3V|oRCG_F%$^*N05g==wEFI)l`jwIb{#M5LL~?>e9Ur;BiYy-+EbFp z-jofI>J+U4;I}R$rd8D>zb?21g>Kg})dOAGgb?>d7)|6l$Ea}3nO;3NdEq;06|GWaJlhD_?SGr26>c~@T z84vymu$krTp6sQm_`}B(bd=99MKeMYz=HoBaTn_TAw3YSu|2RL!;ggd7jBBO616eJC{|N;O zz1Tmj-#@#D2jZwZJfLlG+c0$UXsjA0M2z*KBBOFi=z1q_NY;{f2dwj~UZsL-F~17p6&MI01$g;5eGDv~07qz1Sq&|? zN90ZvBK!Ddjz4q^djY@rsL1&YY@c|$XcR}BPE!{;;Y>#A@afZ=4lXV{Wulxm=22g<#^lw_fR+}aG+K#0V>#0Q9ULSW$m7WzKuz`IrK0~gH#iY$e3~+i%;U71S=b;Dn}}y4qcEjo|7uxHw;m{AA%TR zCL~^`pPQ1Eyas(mZ(~WAOwRavYj@feanzZ?mrKR{MH6X2ZLz{(1F78k$-uTg4NY*z~nRA-d4_8I+hiPubt5vO*mwzKG%syE2- z1yj;ii@~x2CsBm`%iyTeVz~YOSKsGu5qr`W1VK-G2@4gX*Gqb!KJgE~gbVf9HTvR(J-Ws+3eOl}24^ zu<&nGt^~0CCFd^B5uv+nZ4$_AXg%=ZxBETozC#=2x*<8pJz!IwL^#%XV zkxJ|ozXRN^kN5?tgF3U`a`?|;fP1;~zJLPyn$Z_6wj=6BpbWNi$|gyjIySKf*>(p9 zR+7fc{Aat(S@7m-mp4eOgJDsHzZnWkp>oS3qh@bQ_pR?2pALv9zM?s^iR>M3D_HuYtjOUT!z`=WfMH0TR6aG&cUbC#DjIO%$;xhY zWbXausoKumK*N?%V%kz+Bj4PJQct7@~!# zzxME)PKLTW`6Px)%W~pojVcZeI}1>D89KVt6eq0=jTK>cHmIV z=!2Me;3fsK(ryshD)#s4KuIgxtu@sg^I3U`WSR#WFIA>qN>2v&8*+nPtF(vvvPe9A zit|poi_$#&*9<>o-%+&UP!j{He@S<)!n%eH`VJQ7rI?yM@ej8=V-!qZ`4$LlH&fZM z&?Hz*(A?-HX(p?-$88%_TNR%Ymla%&4TlwFGwyb)je5l#9R%@El8n4fn8L+OEpszx zC3-mlI$P|LFQP<>Rj<#-r7m|<<5@m_8V=I-OU_{Z1#+<$-TPP}^(EP}6qOkkgw}F{ zgx~a=jZFZ2TBMdA`86l&JwwTO`6`DX;vFR69;~fOZLJPgr)>Wui{!!m4?p(P{Nb3o z7PmIGPwHL2sLmbz4vRPZ{-CJtwFS0QI>5{(-O7X|Eq0T4DM9(H5vElbw307os~JrY z)d^Ik)wNny_wgSjKtWjuCWVjMc6aWL2SWl(nO<9#%PSD>7S_?bz8)_S~aspS{m?gl?}B@Zzr*5=lOc(>x&P z`0yR~bi%%{)aGCDkkM<}A*oDN-A!=)G7<#5GP@@=dZ&AGaX*NM=?RT(vofeZa5Qdt zBq)0O4WXFaOFzL7SK;Y(LadX&s}Xk za=&Vmd|mabD2EY?&2#;^y;N@AOoi%+fwsdkG%cEvnr?0S!85~>weM3MPjdWP@@fcn zI`O?X@v2#Gtv57=+dC}uWelFCxxgl5WAXT+)a~H}BwE{?6WtGyNj=35jJo&jXG%)~ zpXb`E8Ie={{#{kG@6Woqj{TaMN2N%q&2Om$U`qV3pwwzY?ffuDt2gUuY5)M8+o?+?|1~oBSYd!TdFsN<`!f>G6JAm z$y3NlZpU#g9%DzzK6!p^`A#)xQs!)xU*OHwG;h`+x1?w~&e(v+jZ-8RR-1%`7T2XN zb-t*f%Y3;1{#pBx>}y}q0G08wQMPV+#ou5jUdeyHhs_>DUS=-g@BT@Sb^N&N9n7PP z!~1Kn7Rj=+%LH$5A@$g}=Hq#FNe}VGCEs_>95|hjiGy`OGyc)_iR>gP=0D)zr;RQ? zY#wl!K`r33Ceqe}hfjkU4bFqLOCKsgwQ3SDb+iz%RhSg2fr?07^}X0*XNx{fqgNE_D&}isYsHxCF+~Y-V;{6*>--Z z5vnoDy>L_0iz=OU{Ar}&U?T+55z6Y;dkz|nud+Fi#O)62iK{kAyo>WUNFKil!e^ru z|Eg_(aBgWC%SC=O;Dm2VWzNcN1Nxgr25qub2t9mN$~jU$6>N7dKf&6&&N{0wh)-Hj zqW8A3t~;G z6ZISl(^Ueor2!s{vd}?139WmAZoL+k?dO@O+pOYZ@}8YG>ao{mNj>l1sjd|+FDnDp z=;kak>5Lb$4`!+Ua9uEQlEQ^jqcPxpa!Z#qVPfBm6oo`p6n-!8vl|g4S#+g{@mWm3 zP)AJ6V%`?&!SHtF3c`thq9EdY>1v8D1{dNkd2z~AM=$sNeC!+j`1{C|-+jqJDDLj# zUtobt;Ude<>OQc9F5sCwUZjM5zQ2V9dqj6QgBu3dfyw*L0s6J+7)4-Xq-JR3F!}r{ zcC)=YnolO4vftl29*mrs6V#HH80?XG{>H{v@s~F+3r1=@;f8;QsDI_eOp$gfeEQ)n zj&BiT&W3}pA&WeggS|%95Qy>bDR5z!Nr7;}f1}r?{C;|gbCK7}sxhS&DO|)45gWk1mebs>)FpveqmNW!|JuWvm>vr_C7G2M-RT|C_zg4H%;jp@4`<8OWz~JA zilMZi$CIVisOhW%_yMqkX7VN@7!xXUK=CsZ04}LaE*w^zN~AKI#tzSJe5x*LVMWz6 zBf3klTTM|c!arafnR`;I&MB+KG8S$3F5(fWZX6whXz67vW9y6{5jKN0e}zOxeYp## z;#8)WYW}U!Y_EIubrG9r2j24T3tHw}osWj0V{(v~NP(_X%N1}DjS3t6ZG_@iyMx>? z)(#RLb~+8M$hgFApVhxo(LP>l3aiRA-$_%lDXaManuZEwa&e`{oL-5NSaVN*J}AQu z6$C}W%q+3c%R@j_C<|PVP6@V8eqaC4v|iS^OtwBEUqN` zSh%J0AY%7X&0&<(<&+HJi`Gyt^$~vBPsAY-dVj6?YvTv;g|7X<8mqIw@}7DQvmNbj zT=le;*LpGD)=scpVC>p6iTQx|&Y4{;_3r}mQn3^MXETo>uA%zE&jl7{feXAF;+SID zr))nzv%3L)?Jl}Te&6iG#04>rQ-Yw2X+>sl;n6b9j*TQ^4jq(2@ z86U}rk4290p!Bc)Z$RUJyZ>)Qvd5tQ2+qIQ2+oH0001UGGB9Wa%pa7UvOb^bTTh8E_7*T ze79q;Aknt1xoz9FZPd1H+qP}nwr!iWZQHidb?!SqZb!f9xnjilVy?NAk(rSxAwdNI z0RRAi000083;_6#2>uE1e=*QMhWh6-{{;Ns{C@=YzZek^1OWJ-pZyc+fAjwtgZ5vB z`6u*${GXbGf5Q1+V-^1~aqTDU@!~-*gt0a$8}-A|FbW{ zf7}oT1c3LC3;#3G|D59g+x`{c0ig8%tLVr7CtiU6O91{~+W!fXKmTw4|BvokB7uMA zpL(Yy@W1B<000L70Qv7a|8*dchA_1M^g}d+fdilcfI<8xA4~k7ivK8jpYuhhw!emTel#D>@6x_od#9-vE3+P%oi2V+xDcea zH`LSUwMVn${dmyuJo6q|Hou0$uQaRqKp=yCpUYTsCNtp+ESXSiVATmzsU;G}R)#Sj z!FZawZfz-oPU+s5;_SOu%NiEm&EFck@Xv*Qv(!&;}I+Wca1TZ(Y zmda{rX??(!nfrZSF}{83=}A=5ss|x(Di2K#Yo@=F`wkVNPXAD`Lmp`x(wSUe?-KK@ z6Th>CaF&ybO-5t7Of;uhDvVMD8J~7fVm$ljDGCF9cm#}BUI@;@OFHT2W?r(j=lN=? zC^*)+gm>4H@!9b3G2By0#}~ATW?}vaCI(vZAL5i90-8wNr6KFg2yo$I^e(t`XB0JT zN=DQnFnz0OQ?v9D2ElizfF;?v=vLyKv;h}(zCozOmju)(5>cygbs@?9-OdIO?Nfjg zSzFdN=K?`rwv9@16Uj{qn?ic1AIU+?DQO!b*z+^%CQ|e}6=sX^>;LFYJH!5JJ6R|9 z^NFJKj&4#%nK>%I9AGUDMM3 z3Ep%`bB_>n-?C19U+}6$X7zy%F zjqb0t4s2e4Wp(q!b(XtJ&~2GFQZso!v(g}J;^rMUZq6jxYlJCD;ta9CV; zrHmatkeE0;6)3XPWHMoR=uVQ8E-KijF@a|Tu%Zj;5cbT18UD14E68lWJ*XBBI>BNg z{&%{Xk!t$sskUnRy4cfTjJV?(@Tvdg&jwm!Sy^$qyrl@WPV2*SyWfl2hee-$7E{>BaBee1B&}m<;&u z&)eWPg$d>@%>lcsp^A4y zVnl%zx|QJdrBC(a>*>Uz!dZb5NiWHHg%gxLe|PJZWzLF6iQp|UNE8R0N_BFW_m7nmndwZrgz)}3p9@_M z6Q`YzN;@_NtCVew{#mn;uhqp>j0hPZTA<;WRKWb~qjnk~(ZQaCQ7_Y$RDMV3q_Eg2 z5l5-~05fOMRDj0;7rP3o3otY2@pm0$V%!HuO3kF1(vvpm3-j{)EU6+J$r>gW&le=T zFq`@*(^ml&+7s##*eJ@5HiI_|d}nTwoim0v701SB?z8JD;;dH(ISL#V!8<}FlINh#G7^><&DQxH zNZKD=pI5^2pY?M4fkumaR5SzehKv;llr~)8y(4AGk@61qOAGh)quF6spb%~XI;i?; zVMp*6a^1>+S{Yz&QCVfeQEf`?@d+<%Hq|>t>aoxU&Vw= zYeAs!CW4Qti`GR*>sk|^Dpa(F5{$iMHx)}mC;5Qk&Cwm1Uni29ieubBM^;V?cN@4Z zSI2wZ+%=}W%-$Sy3vgt>Ra5gA4otZ}KBRtH7*-+GqTIi840C#9Jc0_Fdla{s1o$eN z`fflTkBaw}l?r@-6Q*5m>d`9*4qEf;QdMPwH)QIoSv+a$@SkvnE*kP^D%z%vwub&{L}$S+n86=+Aa`;|@;g zZ9J}&d5DK~DEXMNd6p5Nu`MZFKt=Y!B2~<3hP1@PNDG6YRKZo39}X%~-|R@kQmn^5 zKDrpNFeP6TJj8Wn++s}Y#Vw*m1rmh9$fj&Mp^;$f(n3tbF;q^oo1%_S;y`=RGmX33 zKnGmfv)n>*Hh3)7kW=NJo?~S5oSi`cWt6S%z_9{#R13Y~>wF%l&YU$-w$QuvbWa%A ztxGB*@2bs$N-W57!-z1$M?s$JnFzTQD&Dl7y2OY72t`0*9&}zdU9CnP^v!M>&_FfU zWX5Q$i0zI7nP)u$`qP4}i8sFa|oLKldolP07sX=yjy$x>#N;!d9ra%;|}L67%teeVRP8wqbcj5+93 z#>X5r(~h~xB!qj${so*VXEG|y8l=8isg3oC$>nU>1a+>?dV{&5`aKNapZK?ae`2Ac z#z^gnf1_P|=9fkU7&;ZH=&X@YD86#@l|S%6*tA($zB>P2;c`m~Y2P^$$nn4XiB^CF z0}0rdcTowg);ShF=zsqR=05BjhrtEc$6}3_O?{6uSYCFu4rR)jX83 zkzo^wLsQTZ#^5#!<~g=(!)}Mos{lDOes|&I)I?oC+qDvzw10peHHHs6Jw~YkF2cqN zmldV`Hw7)6BbBtop32}SMOzYNil?-`PY9w4M~Oc84C{{Mvrok!ejH{$jWHb27R&sx zBD{~YbOE1jMJ4Vh|7av7_Z^LYfMYhj9^KuU?-Ga|5C@~rqQ8#4n9r3g`qe*Hp11ti zJ?8$9-bx>Y&1v$%dOznnt3a4J#0-31w9E{C;kB;eQWT31mXuusXs#$+;>h)W~%+#pmI zVy_$SR~?BU@miKxl#cB{(uR0fFx+VV39SED0GvNAu?F_-8~a zKC$Xn;goKF6_P{BrBgFD%nt0g%!lIvqHfd5LnM_uED@(u>clDw3MSPYd1@ga;L_Nf zoZPn10s{zqI6lT>rUpN(jl{+zbr^Hb6K{-2NQ^Fs zDH5W_G^E!p_nhZeAV1ei8yyh@Z>YSJ70%~?!c5=(E^7z~qxQ*yP{I^YQBq@^rSLF` z-JJ3%yZE=k$BYd>VUw-~rx$Idh!3eE99jGPJf%d@-e^lG!s5tjsU{74BC_jlwEUNm zQbXOfKcpezQNA=`sEM-d6HHM9Ao=8xK^l*@(LuS!D!Yw?QX3aPT0sR=pA^r^Ll8Ad z_85v`NQcn$HSRS?TlWD!yobr^^R9SC4EA(7{Pti#!57ryW?vqI^-;X(7SY`fCx({1 zxxQ-Y1a|sRo@(XL?HBgVz-R3Cd@d7%@g&DAME-W#rbknxofXuZBLLI9;ENbM@%IU>TYwwRt?8d8p@o$$Py1r@_5%5 zUEgiN-rY5zoK`}#E*mg?h)&nR?+)qj_gyCtSBzekt%wyShREb^OHCBi?VaA10-9$Lb$dZ6dd;bRfz7;@K1b=`xR7hJIUcUE`2%=*-NoGn;_UajV3YMn} zn)BRWj}sBR=u+#j2Yc*iei=9g8j?D6Q7SRt`RPFCi}o)b4gVo1n0&q!R>MESJ{!Yi z&M#`mXa!8b2|_mdm9o6_z_}|N(Qb;$8NckJ5PM)qsl$MHHuRUVBadCUmixe$?wkWBfc{tgej)t}%FIrh;-vKwKE)z+&-V-I0}m)b z-}#hG-=j12x0JSJh0^E^001R@T)(A=L?rXEi$_8DPK%9RUQzGVzo?>Gll=Re#VLq> zlZJmzE`~p-jIjRL{jdiLj)=}5{D93u!!?XnNlrI|dq=vi=(gOQL!Y;sE_R???O!08 z#aE4OFNRm!4;=Ho6u4?PbUB#C!9^_e`c#n8`eZl1>Yn{ulZ`fiw<7KKYV+r1M-&&d zzf-?-jY=+xeeg`o)e=02y!q5`by*TYmDa`b2Bi?&jC=zHtfvsR2(t+rD9oc|@o=Ek_Eh`z? zSlA|$=H1O+v&%}PNaW;GCSiWcsQXi9E4xg@z;WBMza`u z^^mI-CEC!e>)&1~(EJ?&HJD%m_#wX`sFKGAHt9S!CTj)dkCiAlyExBR>1xL6@QI_{~}-l2!V7IRNMP7E%%z z4%!`=ok8m-X*{|pel}5XV~yM}YFMXu<4R%MZS0_gupF)RVX^wGAg*GawSx;9j2~Ej zs}$&>4{fcTGoPGn$0dzPkNkt!?WNn1;@ul>hEm6e34?WsG9Iptp93;xkuNADiIMQ> za;zzd*Yb0KHsjc}G9+lc+tx>hR9vefuRCIrx>^^X zrU=qCaH(NjIitCQp8P2n<;%$%k+$LU%(Gh?`0ld(gZ_`G{Qlw%i!D1OEzaY-IZq{j zo+&lqzS0>0<6sFeh3e!iP0)z~=Ov7@lpOLz3! z?!QLMm9w#-j>ftX8ez$|SXGqE0H>#9OITc;^t}At#`N{-#D=Fxpa&U*X_sjE6{}Tn zpHfj;J?FN@ubR5_%Qf={`sw~=8?%=sR=hH$-ad}DYeqJD%nlpZGqtduDV>Lx29PlpoH zIXpE=(6r~|NH@)WkXVaIeS>EgOS#r)UJAf&PWQF<`H>}ow084O5v-?D6zgM5_#1Bl zpt~Ow0E0-)%(*jlgLc2wa%`|0fenXnyQ|as@PY}{*%-MnQPF;aBjH%3*(P6Ygw>0h z+EQbKc81raJM=}nX>Y9+mstnDR$vr`XCF%)?4trTJf@?yhj@(UsZ{>%H-k7}>#*9f@+BUbueC*x~AM-8Q=k1@dQb1gLo z&=*k_p6>YK91#k=A8_QoD9b?{n`7Z zS)WA^08p8?KYfrVq2WABtP)qT*by31@M~{Js;W@$E}u5zu4LJ@r7Pis)zJHQ^0c#X zyS^S}XX~q6&H#sxB)8+R4Q?4bZU=Y}#IQOJp zht|&ezFQ(mm0e$DRB|7JrYsH)R0p<0(k=ZKyyES_n#0+fG@}sC#Aq zW@~B|zAlqL!f|ligljhWwX26i3I2O@h-^6qqKR_#=q&$R@ilP39GGO!(C8sz8YLB>PWl@WTe`H$K()uRKZ{Oa>-+G%KY|`B_ZN^ShjXRD&m~&U zd>xJ0gq-K1LgP|~{mpmB+QxNDqFa%PsB^;Rs~`OhDb;Z!{b@UyX4w5{XC$PSsLt@l z{mr6xdsHqSjq0c){j?OVfB(T7*8~}VA6l^7ANwMgbLgc;>on|p0$^T7zLpd77=&^B z6y<}}tosttS;lMmYhYv`?0blSjqhIZ{B%`#F}MQhlylEGuEotX*e|Crz`TqUr@Bh# zzP11`#;A|K_`SGtaY>HuBcA3p7Kx(s7w2}3zd2V7`R-He1eUXDw5~AM%54qTw)DBs zT5_sf`*J<^moA{p*(-0F)0WZN5J7Rr>}t=CK1gK?%0tk61Ndf`0BbuPkvPOZi5y;6 zApzUKqiz(&R_A>&T9olIkQP_(PLUn$qmoHmd9#K&|$qLDhmlYMmW7;kA01?EBd^pvPoK;vYEsMD&|PM zwn;LohBqbRbY+fB*=o97@rvDd3E4Z!4M!~jf`+pimw0M6<%g6byQtrKx174EqUB#{ zJ3Q`=y91IWKqk^k@lP4c*Ex`X2kfk!{J~?rvi0!J20e+A)rD{oS%Bp4#)L)VeCALEWcatj!~xz!zSd4s#J2ln?=;?L~RP^NYESuKXDIb`&|d~CA`W> zLjtq~J(vZkTuFVi1$J;C72KNUhi#JVo5p*GwA4k2VAQpi7m%bI$2?ocN&Qb85-m~} zNlM44JejRky0!NQ%AUTT5JK=pB!C*bZo}Y{s(H2tT_HnkBgro=b~Z&VO8Ayg=y=-cBE4ZTPr3XQ$BiQ zx4j#&{OrLmU(Fk5)+tAh_mVpsThjUE5LsLDNCHe9LHopHtGy%R0Tclo8&z1u9E3^~}3FiQ9;qnOJ18I2MzAoIu%T)oq z+#nB}{4lk23)j(v05{$qJB7A14M;9!EIdlBK;D@Id|NAbRIg;H?{(S?&Mg^Apd<@g z3Z~BnpfU;n(zmnq(+!vXPOj5DU;>$HyXWN0h}fGW+VmMLeV%@5#5Uj`9ed)HYpJaw zgL|ilhwVbH5ccPc60xjqi{c@yM!oBArf%`6wK=9Ku55$Yti)SCaQaCNV(eH}dRr|< zd#wiQ(+mNr9*5$pkWRtJ1!~I0a3{?c>>cBE;txZ*`Ziot8cI_Hdvz5bASYA*fzl@9aV$_pg_Yx_W3IlqKH)#vT0kjRfi2W2TYhmqJy+FUo<5~ro2r#9Ba1N{+alWk?IN!n5o-PFVT{B^7t7k$B zNkP1=Ro*CCm9$$IzDJ}O?YQgeH!tj6m(0?Y;1WcwX}8Auyx_9mtGVcPXDgtiRhJmXS5Gfqbt}7UTkT- zmM80+nGpY<`b(}C#|ey~ERnv&mlR4QWyLoutCu)nr?MkRq_p<+$!N54@=_#JKSv>Z z=>rhah+!UeW#LsPld0CpU=)@`QT6;&8#a~8Hl@0w4L27 zV20E83QruVjIwO`TJk`luGuUyffkl?$Hw+azKBMZf;x*xs1PP{@DJ1;Ai?u;3s~r4 zkMlhmp=so`onK0@n2|OK(*5+eR258O9x!MoRmur{X(D7VJw54z)dr4eb|x<&q-%a2 z5%jedJy2TeQXFryB`Utk>cz0?L&zV`x|F`h%_N6_4A9x2rn|BTr@v?g*Wrcm1DjtA zqg5b@sp#?9!t;u2r`7}^o0a2Y+$B_y#YID#2ETsu*merM*Qy~{kh)}lPo2fi%{ zZdl7ktu*}~&B!aLw}f;NZe61Zoe#1ONf{@MLoLvSbTn@$r55S<<3ApG{#|ka5x(rU zo!L=>6bySsBbH%MLJ?ndO6)+Hnb02OSo9^`z7E^=C6DBSw717C9lmN%sdaE7kmNu| zgXpO?RZ%5nK32i9=g((lfz7W4@>{M>NQDE45DL*mYf~8w{vovB@wQ~tXD^jpE|?cN3*XU9i&?4PDk20p3?q5pVfxhD;LPulKRk`&gH- zdA;*Y|2}w$%p#1eV^@QeX|Te5%k-A+s+hLmBFI^&rj{a8inQS!thcU#=HW>_(UjfN zbsh@(e>>M7M#S?ZHgl%+R;J%19(XvCy^iMw$Z;aAEzD314>~Hpo+j7!!yIJoWYzHn z*?otcsr}~ej<>|&HywvO6wH^I6E4j37ER|r;5t|Sk`Apav^-{})lQtWvfNJ4i4*O# zci}2+JH&P7)O@)1*HMxg`j<4Gg;WaJ0<~pc7EMZ1W+ChXv7{RRw%9spUoS=d+QA1O z>3oPK+<@@&F!$C+Oa$hYX3pL_75GA+T>SCIM5Ch-rd&)4Y2JLCl^eUinh{MYkM(#9 zUaS{rA$Q-`zgV{NPXa2n)L)Nr@+PwvMDPUIu<+s=5l0?kw!&cF1&6z@zn8TtmsS>f zv1i!Shb(L=_1mJKpvKE38~f>^vN2WxK(dVyFxFI~TuS1&CEAr7hxVq>@BPkOcI+02 zWPML*(Vi`7QCeqHo>1}y~#97OLl>=;>-&>0KBck(i&-?B@sTwz;c4}hyGqr8)Y^H{ShZDa}~QM z@^V&pLS8y;H7j^=*HjO~)VucFysb7VgZ~-nF@sUT5!!MN&4B`DAOv10G*_iriV0sA zKokVl?4e(>ACP2rE;A$Asev#fEKvSpkA1B5J14+&ffRnh;+5cX6?NMMN$OR$I#o^M zy-Ei|Q)ONEV=>rkajWG85PWvb`!okBaq!Ht+uj3zsLddlhX?TW+n}rMlR2@aDWaLC zU-U5$aaU;EA29XlD`7B0&bdHHkzX-dxL*osYGeHRAp2_0Y$bI-cb0rrfmZc`XxCLa z*RxuFr5Lp>Ew5^TKY^vy);k^BiZU&yYsa z-n7$}+n*>uutKJF7=TT=1fCdRYi~pT{seki(?ts1b~9^aYeEKf?@w#Y63Vh>)Pwc%r>=krs- zOiZ!}$E<%X-mG}Rjy(hc*f48N0TVh&B|xvG$Zmyl2XdiVab0K*0|YudZ*;c|>0fD2 z2uNjtStxm!)Xz%#MoJPh)VG+K-uKfoyo&xerwtVKGu6|d6#oG+BUXTnA(+`b3Dpf) zTy5g61TRU$M(3wckmhRvHbae@fTTBmo+IBQ){HD79pD8Jnnxs) z`k`vnSj_+cj9TAY%HnEcvWhYJa2~tkLrw5QDFFSi0sY*EX5Lky>0tfUe9zwu`f&y& z%6{BNF&VHNWww0|?%2gB78=a~_bpMLG&!4PNxBpKye`irNoEyK2$}`0uE{CSWA6ne zf_N}{`zomW)dmYI)>Po*{f~a9M=$d%{lh-7S5hY@MXLbf2pjjoQY(saQ>HJ6zcm9kal|%Y z^cu@^f_HPYee{mJ(InR$s~w&1Bk0E0PE4gwG^EkAB1#*;flV8$VDO7fHTBA?gwDP+ zb@Dim1**q1@>q@!qv-8NoMY=Y-`ft#RuHcJ>W8+}bxbdSQ|4eA(i!Wd$1Xc)+<4`` zjOcdChhy?>jdJ?Er5jgub#kk5R1R9m53Ex1@!Uelf&`%*>(fYpcs#o)Y?Mh1t+8T} z!{3(xN@{Z0%uF_)Uy{8qT?1L1ajTtF;Acjs<$TVJv)Nz}cTJeI@k{`z>Df2v;)&aqkoHjuw+WNKUdEE)P@OM+bHi_ZHTiXQ*{YMhvy|C6_%VH zbuxch2=CE8vNLb^#aeqV2~>#$Df*phX8{rM$^9|AfmwnY9FO5P#Mq9Tr2Y)8j+^Y= zsTq+oi>q8)inkb`RvLxmBQRrpwv!2*lZm7Ppe|90WpRl`TP&r@JOCsx4|*y2TwtXD z5&vy_QEpZC?U@M}fnRmbZX~T@wOT0Z>~EVB>Msc=#CCc-j%NnCT2=tMJ)1IV~%0wZT1`;4}!bHYyN|lFGc=*xs;~lIs6l# z0d)`Qz2dC9VR_HK{l(_}2nOa~QF^4WEW90P<=r4^Ri@`bfj~?eRdrq}6anV*&2P3a z-Smlasoh*@i;>edBW8^^D0z*Sbhn+37-hXn{BBmn|_6WY%Usjn+7cxd_xhSXH5 zNg|zlBKJI1a-*^uQ+z2$rB!bcoa7QWbuP4STn|r_Rgf4zZ8y z@h!FF%oYD^pW~;Mrm4Y_(-hE@pc*C0=fmWvBa}7QS{@bBAp>&xh?%}b=>aK!3-cdB zRL=^8_!{l8 z-@|xqSgD+3MLM#E{^Qt}qY?%&Y+I%(ADJ6C@=3^%++jNJ{R~;a{o7(7n&J+{sD2A1 zI`|-xv(1tm$^`j}xfk~x_u{Y5FvyU|pFk&3#_(*DF(#;hZnyfchE%}K5MhDsI)CKO)wj1*-_B8+ zCpVQbmG*$);IH`wN!V$8;2r;z!~sHV!2eMNt=u5Dd6@8f+{UXZ(e%Y2zw2~-+d0T< zC@5hfxNeXe+1xU5i`JeG0VVIs4IFFFnqPehnLw35Ga@}Fg&1UQIOSSxCM^5?4G zIiu}u8iD#`f(5m%)7}ZCo@xA82iDX}Z9Gcu$W16fBA>)*$<}Ox&k6uwl4GD3WX0Jc zTEBAb;;7EM{WGa>b5_h_&LWW@^t8()gUhbU$+z)YokCo+lS-?2{PFS3a#MrEoPJSt z@Pnkq)`_fDdhh{x$>IRsw^i%tUX8|3QSE`R59|{*|I(41US#KX@9&^40%{~SNj&3atkOvuQ6C@dHuQoAegvT`bX!6?O0FetqDT|E zZEOekEp6J6vSVqZba1^yobp(CQAXKiOoZLTt4#AkxCA&BrKP&gje|c17Vc|*x38F0M*!~g@#0?qYv zgPqFu#)~2e{Xj-IvQXAX5kt$eU?>HaGnzA>kL9ex*6x zVi9vv(SlPs3a@4Y?hTP<%BAmaEnb1pc#wTZ%Wu4@Z9oHTYU#+sOar*%jTbJb`Q{kR zaOJD7*s{N0g$UY0cFaPwuqShi>c40?Wj_cig%{ zx4cynmnwNj1i)7p!TTtw0S@|Ly={5I4JeY+fENQp-MJLdZ#>yP&v||k%%>nUYog9w zAEP{(e9li*bTvd*|A%B{CseIQtVdg(Ye=8Tmk)`y#sOX@T!25V=##lVB(tRQ&s*^oznmT{_@#3jVrGp63@hd>=3=M!T zx~1a+N~7tDoO_3sbaJgszP&-oCcLkI!ZQtB2McT@A@Z3S7my53GTX0hNVSP~D4R!X zPyr!`k9own!VxH>3I?-ix3lRh8B$2hO1wBTw<+JCVZmT$ym{=G4-zqq6P2I*Y;-VaP-N8o2nV<15toBkPr zm=SNgeT3o)ca~m0Bk|a+v^JbcYIep3i6OUnat)i^+Q^Q%r{WhtmPm~^PRV(ZHZLJmMR22I# z)`=u+g}&Ocz~T+8uqD%k{&X$iu8@Z|97yUej7aK?Qm)CLQnbuCV?vYMupyTpI@;Zg znsi__Kznma@uqAe2we9B&Kg^Il&j>ztFK3Y^X}x)f$avyRSvVp6+<)#L`>FTd-d`G zMx76}YXo}#>^%@6-|ziO=J_5Raz!PHy80mqQc6h~T;9)c*a*g7l;hW(b4<)1H&vce z+Ye~mmEl@iOj5EKfI@6N=fGo;E3%-cqe;dbG-*~WlR$7}?PNKQ(E-EQvV6&b%Nmw= zxKPKQpPmk&TQ~$$vYe^{Ll5>*K~CkVkcpf1?RoYjo*5+0qDGUvbB{e+rO%D)iL`HE zM_R1Z8a7OGTn9N55n;ZqjF|Iir=Qx@5^7j9xCNfv0T*J1!L4P%t4EK!Bt5K?lvj|@ zmJ}ieaUkP3UjleBtR${}Hr(v;qDUbweTCJ_U`|mk3SzOJVJlQOg}t4MnWRjpM=uhF z;NX_C>1IpwWNZG>e*Ul>x)|bQp~}?){ohPQ!!1L+Hu5K`>Ad-9#Z4D?9NR9EyF^LKG&jhA0WvL||=B zy``px8_3@B)3k^*cf0j~TF9($%l0IBBqVxF1`SrUDWx*|UMnQa#Uuqj@~G&ucy>5s z9#MC?kO4mM^V1f2+{Q51$^2-x(Me5G4l@2GEnBc&y6jfCaN z6!FW)Q#MvdH1wJ^?Hk`oOkt1RsIZ^L&SBqfF>GQfQ1tcmS#Z6VVaFwi5qfN5(qNbI zJ<;gHiVz;ZM7v|AGz<$ieeGkp8_BnJX_|#vmHu9Ecf_IE#ZjAGSL$9KYozyt(y4+k zNqUka4_}D#Shx&(25fLCzfx>`SJ}IBjuHG0%fpgbWOMJ^2tX5G7uO0t4xLtuaHDIK zR|d852p)6X&rt9EEu`a+82-)10!9Pi?3oqlWVc{N;FBlv<=2AfNHT%WleIyTy)d=b z-k)%*NEmDAMu?$!pt#qjfF@=RX!#=2|lLSHyk!V>D{RujZZMkY1u1)rA( z9U6!*%7%BvOy%_p>{Gqw{pn4kS zPzw9)9VmoY+#i>vG5t)9RML9>;>iJ9Yhx?Gkgq#QVv45#HwN`bNw7!3q*uSJ^K+ZC zYN|H)WB7dwKJoR-4_a)~BiIUSjvhhPsc+DQXdiU65dP&ywL*R75`?<2vY5uZ@(NV$%-rtCa~J@QR~{ibbK|aZL3G!vHZ`lRDpnIy>ZCj7UA4~0 z8^TX3>ex6f_|r-AUSFVDI#q^q@o+`-7ejLykvtj4s;s4rJI}PITjQs`kNU)EM}4!> zoh4J(Y`7&`SSk&u!OEI%`c}|bicYCzM*Q#615Doc?evfcA)fQ89HPmZYxY}Sz@V3U zwOJZo^Uc6V&aq__dPnGh;_=MinZhQkc=s#3ewUEl{qg7!7N%nVntsXbE`vFx8w@C}XtEWB>rPE}S znCv=tf7DHEf%g%k7Cl6us#K{5-X4ey0w_ zn~2v+N1NmOysMg2GjoAS@pRZB2= zmTkt?-DOL?@03C2yzH@Rr91nufb+4~7MpwrQN?VClgIFGZV%o?#`TJFNE&{~IJ$^h zTCi`$J(eZZ3H1Gf2DSk0DCO?MY%MwJn&l_y1{$BQK75hgf3vK-`D$)BNFlZhMr0$F`wDc>erKx61%RP74&a;XSG$2#>*F5ha{`G2!#&f-swIXNyzeL2(-rPa2zSSNFfPC_~$Rgn|0`1eN}K-;_4p zmwN;FAEWTJTq8F%;~9b0>r!iptA{#`K2oLc{#`JK3TFoF7>1KOWiFblhND@vo1MoW zH+AKbgDRa;C|TPxaEG(sc?4)c)lG5}7u|SFM)6h%GyqDev?!3niAB~sbhpaa7e`rf zpsTf$@aUV20}|8Qa#cR`wwA!j%6-^~H!wJ$r#WVvW~(dlh>FX@MkAd%1g`iEZaExk zg22DWe$jev!We8JWQC!0I!yPlzv1VwA;y-|AMQB>Y55so06{5YQn$(SYV(+;HOp?X zc05zih4mU>kHpk*hV6kIC!YwUTW+*C<&-+Jn|)~qk{*-Ej9Q5>4jCC0iX z{NBMWbZ`)0&r9W*h~dWA+nsn(BF-PoTRgm!4u4a;ISe*gNvqkJFBpSZ)TO9;$D`Nw-pX-#uQ52ISuB~gi-Mb8r@bT4O+v(0bfmM;GA-Iid%f8vc0+D^YuwI^yh zK`obgSQQd`P1!-MX9P~cdLVhvUt+e7;}AFkJDRraPy80{ambG=c%YIGL5(|e*ju+i_cLST9+$|@pJv2#CdLuzBw-MMiw29Z)S4a(0n(_3ljO}J zVfjq%^Fo&)JqCS+=2zH{29ZhSjpKDJ_%Tl~_BU2cq&;f!Z;1y-xiK>?E%eGwE<@{e zZqaJ$4n4IM%W+z!JM{ntBd+L4vJ>$I#Qwui7;~K*764Zeji^ptQ(_Kki_Yr>(^Zu_ z1TR^B(SdN-*jH|xf!apHMhG+}tBums9iZCfJzCGnq0`?$JFdNI0e_A;^@_ES`6HG5 zL`hgV6`XKymhpEv-M;+lc$1qelK-WX?KIgxGa)P zm_G^mxCo=(#6?;8{UOit5-QT-N+9)W=oIM&eM=3yOSE+IYVHw)NIhOE-_HT=sl=Go zPcf2gF+xMy@bp!_@TSBOHhRLj_xV(ur7KIi7(@^cMACY-YJ^lT;r>mf{Car=n9H~o zAYeD+4KtYiWYf3fa#}(#DIfOTT_lW*u&quE5o}I!sMm!Q#@_S&1ZUM`H_lbEwON3j zap~76>~3YRuGo4xAzCfWrF;pb@MVD*UF$9<akZ@?E5k!zw zc<4rA=46{p~lxd_9xp|px&gN~b>)9t}aqU)3!ssNTxrNEN+HfmIt zjrh~b$7c>bS5BNf&buG_r}GAHJWisMwkdTXZdxEuC0t4~L!LE{*?V2AYD#^Ks^HO; zRO#PDw$V}f3;&w&#hdd^W%w=5Ox&_6!e(V$BKIJm@J4HZY=h|9n?O@RQcMPIN74D@ zJWiC`A~cOH9hgxeu9UriYlq;v^8}bObdoGnETez3UY63@E6{X#mc= zr;hZP_+&n1jV<4Ob2z5$9BP-!hScnP;h>x9~Qot}9o@o1O`a z@}&QgIa9fSsqUv_-_(0W-8i~DPV0QzR`Ry=UOR!QPF1~MW+me=<~TZPA}0EJu0597{DKOpUGa~>Kbh(or5ekn?E?>2yZh5)~x9&C2uGN zx?5-~AieOPFdLb1lwgCV46ZR-sHJcsj*=S;8`=E4cKYP|pi0SBBue9&Qq!4R0lHdr z457@qrAleVvju>z2_)3Gp-~r8_}5@wE;}SAZ|Q-X1Su6+E?Y>JF$n_ml{JDQWsGJF{s9k30i|!d%MW z6x!Ys-WPl5uG~pcGT32WQWJ_6VJvz34<+JN)U_iXDderB^5)lmP44)wBpC@&wPQgF zwHdQ_UDEoL9p#Zk!y2d@uC*k|dr@cv6+uF~i0t zTMT?h4idP-un9;?HQa-572M*JI&^asX!+p=`<>#Pfj$Nwva1oW_2Xfli$2%8dzUazFo`XGO-Z z?BraaWwKS6U(WkId`KtwL}V@Nzog$cTwvPCNgdJl zqx#b#e*wy)+z0=|-gey&aDQO@^q83^4yeL;594% zG8Lb3XM63I%gmb92C)7onJP}B zJ7m< z+R(JU@8fV0BtygS{CNj-cW=*3t<=aA8RpBeog9{=c-L7T^i!DKFR8DuNPN3v;HPvP z0eSb2;i{n&|HNP$cja=%=cUK>6C-;!zn`9@+~7m1d>bG^-3B_^ z{P0c8s=xHsoSeu)G?<~xQ>~tz=eg3x#EtOeNxT5V@0V@NI01oPBng@4+`)W*NQLOR ztjyN7ckIp^<>H9R2SAh5)p1yiEvzm>O&v_^bvV?wdywO<89jho(CRckytQXmA&p@$ zjg|BIK!4!36;G@4=`y!AQE_Ai%^&dumtN9&3kV6MHxSF;-WN-ySuDNM7fJGLHmbcZ zuzI3L>A0}CAu&$Dt!ZTa?0bgYjHhD3u%AC$23g@$+)`F-Y>QJ-1<&j=-UiT_f(mbi zqXEgSe44bE4}}h!)7(ri>Nfso#?q`wv*6Igz>-PU9Ow03dJngyzr0>jp=d}bw|*vw zZ!(kZuay?NLg-Z;CZff#*WP>=p2FiyUT2@TXHOF~(zO>+e3=N|uj@K-ac?I1^Y8r(Mv|87F=L6oh>(Ii2cp6CU`{P83$ioB6IVsl3{W_vS+oXR z-z&RYhDpd#$%y7u8bC$$9x}Oe#nnaQC&wI_4AVTW1I^0h0RbBkeQ=t{7K3inFcUcJ@V=AYP5;&pd4 zg%zX2huH1QJt?g1lJfW-dI!mzBG_sa0%ddEW5G3OX%6Ts8!R-&%Lve$l#}nZ`KLaT z)ZM|R@-Q*ic~JV@%*|`n(lknxPV;=RmlI)hG$Hu&^dknG`+x!joGSXXnY19tt1yhe zsP?os$wmtcJl1^_ezB^sfHW5XKJE?DFR9w|^`4CUQZv7Xoq|Ne-A$zlcS_z~s{(Bb zhZ=i&d!REPWx)3A?G@h(u#b=F+bJ9=PP->N6U1&Ps9&%uZ9Ub_X*x5~jg!PZ?}zsV zJ)+f*ED|iQvV8lTa3z+UPN~A8=7(zGma-R%$#Z#}(S=KWh*P#n(fnTwt(bW5G$VAQ zy%GA`z{sPbJ-igSr0v99P&H&|aoKT0%b&Geh`b9X06@`d2`?~74~1kZ%p!zb)Te5t@4EN z$-mw&0CZ^wdyXAPZb9^?!36aeUu>ttLBXXP$wf0ep8OXKWJ_L6Xa@e@jx7$BZslqY zEys`*9uk*SCCb?E&pGZ>-7b>tW^>^>U+PX&Bs-w%aT*1m!{b9rVa~aZ--PPS#%1!==pMI721$NqJa*IKpv|rUEYU5H6>qLO zuA8Qxa#@{D2rX6ABnQmT|BhC3pafLpc#S+s${v^VM&se!}BdDeVxr?&l&(>YR{4;e6kQVBzYRo#%2bUSFPSM#$#z}Ci5 zhD7=qqlCb(6;rcrl4@Pj^u5iR%-z!k4{SfIi7#iR4eCc`R;?pu9xgo}fE%~6+e^>l z){)Idv~WNV=CFfCd<8ra_a3k#_s!1O>T#I9lf@9bdBmWPN%|`%ou}x4gtU-1PCAXo z+#l&L>6>Ra6cl$ZCL;GO#q!fN@nZ!;bOI^fI{cx}6U{JlY-EVLr$_Ril97MT((PFY zh51>F=Y8?RwSR#>m~jn*CnV!)RZ_6YA}dS?j))OlfwrsH9P-t$Jli3gqoD&E%pra!#2aqw1U%)Fa3Wevj&zg3TpMNOAD`EO=L&Vr zB3=kMex3Ya_t}#ou#K8<`?+hzNgX_Tevd7m*>V1(R3q}Te&?NpKVXr?OChp|?%1_J zpG0a>Zo%`r)}_pz3iaZgP?&@@dSEAhHtc5dodfX;+SN^MgBkzizXP~YjZlPmqFGSC zIUT-R)1qOF`!%*$8cMX0?x0PV3*i6#c5`6s&U(EGyYF26lsv zfr$zpQi*L{f71?zO$R0+kQmX0M8Anqpr}6Hj zG>G2!xoh9eNkz_?moV+|jorIxat5xJhRx7FjA}xJpt=y{J$`3Ckw)Xg;>Xg#qHH>l z$teqD_T$jarmT0VjKs*4SZ=_;NO8d`ugmVu*|dY-XMQ@9^0t`5TyVq(kjB=%Wb<6= z9xp@9fgegzJhpb1+1K=;O4SUvw+_QoRh{|Eeq|1N-{Yr^ zMwZIZ*Ss>N)9gh2Liy_)NHx#?5+1bm22mRSoXZ4FOxwQX8}M|TlS{W@+Ul+|n4Lvi z;6Srz)DHLgtp3robXJ7%1WwV^VwwyW5wCW=MtZk3GfM_8F6XwYw!T_vX_V1XHYf@* z1r;ehrca^OGdk1Ike${0A!l+PysviW8CPLqBW$px!vw%EYB5i=p060%~BT&*&49@c2XsR2Z&~G&xJYFhwm#I-(cel4h;!oMgwsn6{L8dh^SSn zIl@ulZ@$YE$(9q#$4(}#bxVO!v=`aGaZAkcRszc4@q>hiBGWzoyrC6BgXB#+_g?l1 z@1+f9U%wpdt*4GI&rWDC;hYQX=uKFL40rD6w zD?KIq5T=W6Jfbr~Kl;M`{)8Ql(CH`3R)%<|N)hT|SE#|+AT3s84MjiCV8v)n>92lr zrp7?YJ{_U}40{WY&?rpOTk1y(q%21ChKgv1!4L{je^a_Q$>8=_2P z(+kXfdh+9JSe%0mD03T@W5>@DM(|GkQiZek6RzJCPhB`f`6ItpiDIHz`CQeb%%rXYhIFk#OvZWG}FP()^aLR90I@Y zc5UOj?MivcV-2y6$oKV%qXtBx-kA*a%Ow8_q}wJpRz!MM+#co|qO)?NmanF79wJE` zAlCm+WPHFPK8OFWcGW6dz4p2L;dJzk9vOf9UyK~7`7k3>Qj!V) z0ssI20RR9H7y$4e5&RS2|6-tj4E4`v{|WfN`Tq#)e=#B;2mtUuKmRAx|K|TQ2JOEL z^H1pi_&+s=|Ah0u#wz_|$bbIyPs;yY3+!J9TrkZ4)MNeQpb!`Uuz$?-kL$vL|7TxD z|F|I>2mtRN7yW0V|2f6~xBV-?13>BjSJ99EPrLyCmjL{~wEq(%0{?IS|BvokBEf$a zkanjn_`l}{000L70Qv7a|8*dchH$k1^g}d+g9D%efI<8xA4mM3j|B)Y?+@}nPD!jT zu1vteLO@TTsv=9^Wp8Inz{H^J^MA5F0L2ce)U(MTqpY-Gi31cPgyyT)EzEzm#uh7! z5x)_WzmkTQ{n4NbDcQgVf}l51uu7Ot5@fs}aoy())7-cGjiBs5sEPMW@*@7j)AN|?1Qdly>{>#^Y>{) zE+WbC#my)d*%J#R6fLI3CvX6pnIi7e(l9`RgcvYM&n^k&I`d4kxW_bsXJ=beKk?X|45(IzmM&6<9~YG=-e7acwkwgeDXuG^Z9pF2 z2UL=WDsI8+PtnU~dq-RjjBv#5xM~ZCmoE*IQdGw5mNIY6$I%+j`FZ~a$tj#-TZ^ra z-ryZXm?#-_)SdQ&X0RcjSX3mhK!q>vDl519z9gneF`aHzBXBLBPS^N8xzn3=6^cv7 zn;3@!#(42#cTZj9nEV!L48dW#G2#C}3rzD&cDiNozRdN`AFZM`up>eLl3#g7(t2^Y zWcx>?e#wRbDugI)2Po4KoEXQ&pC9SIQ9e6JoBkj|coXbC6e&EDkF6Ij4gD~ybJ+3D z6x4d6Ur3>xH%LM~apV4FyH}C@Jck#J(_U7w#amP`Cy+hr?&z1l8M1?ZpoeVY-vnn3j%cz!qsmFszA`E%EVyQK8Hgo^-3wN*sfHzF8f zmY4i{t%?T%kuO@a%y%PMcpmlZIZ~ZlSsL-^2LcP^8#C^fQRJHZOfz%G3!P2 zKoCLv{M_zqymt}byqw%^(bCSh?#58|V1;OZkE~9zZZjCjt~1r)_5yW1WBRZ42JIf+ z=tFE4e*2E1qnQa-TrC80X1}j)GFEk(8!X0-i1ja{w7NWo!XeyCWLZHYHa3!Ja z{X}OLRAIOyW8Toj!PY^BZ?~C_?=Bc99>ErXvx_x+*Q*!(pN;!gfJJ}7I*hW{m<_M0{%(u^(#f+7p#Jeaw>h$pR$&u*Th;A^V$V^WIA*Fi#VnM(K!fYnTm} zh_s~$li+N5;iY%CNw)bhrQ|K{2ZA{q@Q>zm{C>q}spxk_kg5FF(odm0yxV5S{t6Ow zQd{=fJAs)Hfz6{~o=wW=F*zjKcy|ZXegqd(qRm#hg>Yln2mB{6kC8x^y2j&Kl`$){ zr1R7)`RyOIit#6JmU-1(aQxTF3}{!cY*H>iGU&A$n-8dMyf~ z86F#k4TRxByM(gc84g`=7g2$*a}1noV=(*#)lCdilWYZf&At4xxo*G8@I#5mE^^{} zumuAm>Ysd%d>zkl&J!t!K-LvABaifDz_vq@Q;h?T9|k&pf%`NygAhjoumw}Y`D>dp zL^Lv{O}Jmyt0Q9pL)T|(NGKe z_iGG?>XS$9x}PG_5xWSitXL6Fhq5ITSu~HNTe9J#i=ER5JkEYpp|Kx!nL$!lU2#F8 zFdrMtt=iTWx}xa_*I^V%YTDw(gCLU|4a$Bm)+Q0|_X<1a8D>{kbl!-ZR3-8eJ;b_w zr2{!O4vFBXgSMVn<1<@Jb#na2M>Wlo3P(SKcpXa)I?;G`DI%>8ioK`RB@Gduk@oNEw~co|?FIXhOIENrLopz1woJ z?DUxOlxsQ=!>7Af1jq~RY^6!(Mdy+6(WEwAnx9y1yfdjpSQ^J&sd__`b%i|x zvNEoZYOEuk)7LD=qV2~98yVj(C8bUbS}Gf|+-^21&(q13Bl+q!4&}qHSjS&o=BS$; z_Ri}&G0q~ri$YJ4dSlV)L6PwhYpCRVTjNQ{qCKwq^M^zgo+)>5e524A;g^hS@BUUD zTarjGyA^e`b~oPj4xx#ntlP)6TxBN)bV?bTdx3Yk3F|+(fom1FrkIjY%~W@2 zLZs7Uta>p>-&Q6x&K|s7quK~dotssdBxx{wgvu-dF9^QxTq3<;_iq}E*a)BGb~1X#Wp5Cd`ZV5m}-svWrVr$|Uu$>PjtV?Sb0(HNrWwXZlHV?rk(;Q1Q%&(RhM>TE?o}l?>b?5PlpQs)oGkO(PN)< z&BR+E0@&f=9aRQm{A_o|;&zs4%VTx>HD5feo^2M%h-|ebG|SK|n=E1m&&w6;lhu>e zGp75k0vxk8>Y)7eSMIQB!{Z-Np^~Hs%*I>ApW#q$mr7_ z3qJ00&~0xg2d1n};LZNqC7n!m(=;E02e1726{4#JFCt)ia`BA$L3pJHIRa?>6H9zF zIz~|yK=ebJo$WYnjmsgkriXein1>UH)`HV zML?!83;N-Uc`oZzj^Juhxm2gStn`B9jcsUB2a||kW3_bhT!RdarHjGTuNvInQCB`HiQXi>y$^`(@tZA5(=I4YoN%?Ng@D96EE1z>)jwBCVdFg*Qj=4xZ#v_Y$`=K9FqiVUr+m*~ybb&5{Nt zmolrPnY>;r;bL&Qe-0eR92izJyUpc0f{e$o&erdH=bxW%69gC7xaaWo{pNK9?Rty# z{iYOK0E!C#+Ho}(!&PA#m#^{fHE%p!t?OM1XNTtC8#VGTK_{;=ghHB;keAZa46x}p z&o(q1J}GxN=R)DLZ28aD;7%HtHU&J|0ryV-w1H*zkjBrHkN9rEXv4wnp*l2;*m01L zymQS`qKz^;?D4-z3vPp{LT}Uhb zy-=-|snrg*i}!=T!Fe>;Hd>f74IbW^_SGP-15b<;uc9SFRsU}Wg@%|em1RepW&?HX zp~wuX12YPsk8PDHO7mz`^ z`SQ6%+F%}v#s!ALZ=#>nOMrtV?okq+m^PqUrQYi#moQK!T8Z9I{=uze0gFgjh*)14 z7c&ruzxL5*ml4@rhl3#;S{?cy#GiKu_~b(n;2=#Drg?)J{V&SIC1|z;e@SzD*Sq2Y z7oIW`=9ck)5-BaV`1!4G-DgGq4jyzP{>IwhP#tU)#H^w7$85b^*4b7OE#<818nEGU z3-yTl6WT2!L1;34JJp4_lQ(b*9-8;SrL6BgliTTZqOECO>M-2h zZku2vyi0m%^}>f5Uz;#U2`R`3NY*vun~;Cck9G~)Y6$uk&>zhoQl5eYhvU4rPTI@d zP`q5>*a-DluY+DF^RIN7IMAXv8A#`Wn0pL9=08wFs84X4<8QL+KzM_c4y4Dgg!AU% z29e5AU9JPy2ZMKw!wkf+y)P>`vSi#SD_n^Gvh6*Pm)_(ydL1a3#2dhah)x;I&DB-$?_?^l!;PP(5HIV01>B4^53(1d0IX3H;(wwQTC*RPDUV3%4L%P^rSTHizO z5{(Qz+K9Ha|MCuNv;&n0Neh{wK>5Re(soHP3Xy)Y${9>QVD!0WBuZu|lE->taK&f8 zbmiG1Cv*-hX^nXqa&AhpGME4X#PDf*CtS_iEv4&%P{YmIlF(tTHCa4p1GYg;XiHhT z{#M~HQJG^i9%6kBHkCUPOWvlgp8nBn64f^&WP?u;7=v7$;=9b@EE7*C3>cFO$6jmN zu-H14+0O^UAU=0$>YCF33)Y=UqM*Ks{`fxjw0dI&26TQc%NG#yvonKrkqKJECBHIo zhW>U_^pwb_3R2`Q{Fg_+Zbi&uLJzJ$V7=S11o;<@?!lb2zZRa0badQZyiJ@SM4e-I zliG%>?kBlya^dJ%)s!^aqfjOI7~L`E>$hwyM=d)))$t^~|Kw|ou0$p3&`yd{bIxp* zgm%MIBicGVCkG4bYzsnKJ_ zl2L#lH9moP_p%&9H>xxuoGx{h(|m93XC5!Kl(S?Z(OZ)CTb-w;SSco|Av9LxBn1!p zn~gi%(v0h{NjDF^x_0q|w5#9}@_M~PO@c`_8gjkuY$A_c-sA0OUPuYe+Ax&ejJ7h^ z-NOblr99woJS^1~hdKxihu1NYiYo4F0G+h8k3OsMso($>UlP-nm{g?5k|;SZJfM8| z$rDxMV5|le+dv!N$@FY%DP6h*6$+hsDw#Zi(7zWKB6izu)<|@+#$v3#2=dHgWhI@R z?sf~JmdO%uH%)Zn7wwlfOvyyP8}E=8AM|EcJ!*ji)yRib__luScO#$loL)Q7(FdU7 zKrEW|k(BkDf}?T`(BTGZ#*Ip@G0|#o61S8*n^T&ci?5i0Gs zOavpAT_FqOUr^ar7-1+B-!!ZVl~p#9i$pDpx~IG6`nP+5CJNZm!H*zoq|H3;h!Aso zA3_8e)OI_=@#SR{budmgk>0TJ+k=s!nz#xewopK{t_PeL%Kjkf=cC!%O9%+X=b$t*hU~rz2h=jR1OmI`PeK z7dDU>^A*4%vDkY99#lL=+F?1-hzL?q3}_UOAE_+m96-+?w=ISVfK&M+vi9Vekre3* zG`IYj#1oQ@E83aF+K;SpceQw;$2lIA>{5mkjv6EJ3tQ6={4ymv@3qb=1U`p1gxqZo z;UbnMf)2JI$mV4sQa8v*Dl03-jVz1~YGaiVF2b?S!qpjFsQ%A9_m8XDV~7VNJY_;Z z=OO}b>jvh`k~hgx#;Z_2Hq>Gu`tMD{NBmZU6zfy_FYvj)JKtV$4Cf|v%;j$ z0?5RA*k!KJ4Nzs1`6VVvQQyQ1M@T%~28eg=%d$taoc4c%tR@$RBU=RhZams66Tr|ktky03eG`k&5CZ&%M>&cfYE*>~ zTu}%w?9^EsoB`wI@#+xL@|sQ=7&oDQV+|sx^pO9WjPDe2FlZA_I*93?65DpwlrlXW8H9~Vx4~Rcl0=Mdm zS-izAQLrD4m90Tq2^g4`UpTx1*&?WF0LEZtd0N=11r_u^jfu*&29m3wtuOx?A`ZKH z%rljVKB%~?8y$MCZ31_vh?%FPgk5s^5%eoJYAP)s1V_k=>UJ1Em8%>^EUPU?__>qw zun3vijpdfVy`I`I$_{v?{P0+d;xMvzaZIAmyp(u6>cDo!MX)yE9dXf1GbYHNZl6aNeaV6IB_cOeme@Z;cJBpV39r`EbG52K$I1wuEhdcM#>!07DPL`Jm9! zXd2ZD_zHK2OoRn&#wnrfER8e81!Xw_H{tpNIHB2?+im)X&_SS#ozbLK%QAB^S}b2V zdHYMCD@>Ue5D+(0X-gd}iEcuCR7Hucyw^>e?(+DkI9Pc~2CQHCm|uS*Ntwj4D_=&72hKwETe; zcW+{BRofA}zm10YtB=&K1l$=FA~w0#MmEXinCjhF>$2s_pDKo5UV zB)2#}>HVAMAJX0n6cKKYqew3eiXOrnmceY4b0l#0@CPKVY7vnL-8QoKNaMzMkDX+a zUVb^~<+^#GQ3$=Uc`eo;p2O|Pfls5K(XNM_HU@Il-|BgE00l< zZy>fCQ4GBiKg3CmGmo%H!>Eg-xV-CM5qDb7%^ZM?)7hS4STvl;1U_~RTdkQsR7T!0 z%*b7My}h`{g0gbBi(@_bJ2EHFwEnzlp{$>n(r#Lv*s=nNqee8Y7yN z$dDNiiI)=gM~oQ&WmU%_`j_{`rA(M;k+8VXIPc$GM%cPVk8hTNlT5aQGK?;s{i4;?5s zjF|%!d*`J~=r7Uw(?%hKxYM4JNf^^}-L>3F-$ddkct~Z2CU_V_%y| zh6pY{1cC3lOfwvHMhrtx3?RLqm2^)Kdi_L+$aN`B8}utBHI?-_2W#n68h>mcoRgZ0 z6V7QUh^0d4ZM*c_BUvuKe+o~EBH8v&p}JLeEF_n|Lk=|`! zBK5^nt9PPi3tx>3l0}fi24d*4o8-VDwQPUY*)U;##Q@A*|Gb(|F4>tA3V5A;Zyl|t zx3$ltAy}=VIOaC$(qZqUe*wR z#{bf_coECdQl|O?L4r?hdh@r0_NZ0LP+26_5Z-(}PD>3E0L+lkXb*v3+Bakvl3gS* z%v3G%4`|md?U~MO_LPXk=rM5 zI?M!rEHI>~tm;8oowd@_m<4qt#fowHe!AA{quS zXq;5vWTbN8T*lc%-jPL%=6}AHPyGg-FJo?==Q}tEE&F*{cDzZfKGpJjNozP?h4vvx z+paHT`GZLdE-Tu^n~84>dU=hY`iDi?8r;sK-Q>dLM>v(L@avYPUSm$Ly=HAJliw_kF#5&ZpVrmKerb1(e;~ z=5ZY75*!L@JQz1Qs@0Ln!Q5aCMM?c*(nRJ|er#Ke?@wM-Yik6msTSz^u;u(SaZgQ@ zh=%p&Kzi0l7G-9R4yEu^U*&fi{A5;8#cmT(8;lKXeH-7N5+y7({xY;eGJOe!hE~Ge z0xxAyu9|}Al0xc^9k2)pAd|Gd^j>zSS`YFFHaqt|77IdnbDQ4h=UCATVz4e)GcPhT z9{e6^*YOKe2c;nGsc_Wcth#uPQ9o%MN|^-?`0mdYsa;*5=f=Z?20n%Imv!A#xy*HX zL=sRm%=H=L4stxk<6h}L2qy##cdG=%IJ&e~4gHfZNZMVbdZ)x9|xq@V_K zpD)VwxWJW@MF687c6$avinnrC+j@6Qa3^p*y+M=s2lnFJsDP3CVe1b!X;l8Ma^lk( zd0o;{^&51PI{>{d#Zb}*^Aws`Cm^iD1w|=n*Xnfxm0|F2PkwKvbXf_ApmY#~(aeC< z^GzHe&Q2JC-2BFG@*~*RjoBjL>{0{;l7$y%ZGh509YTOe&-%$M3 z%0!!Q;UV|dhl)l@2T@e+IZ9n^5nY1K*1+qvp(ygkB9C97m7RX7J{-lRTM(Q%=UQ!F zl`6Sa904ro#fbq1&wBgSpW1~7HNzv;g(IYv$n&2wDukNa^^+lNQN$X*?zz(3D>19D zP~|O#2#_u1lccaEMo5a~jeMbwN@b+xwH_!&1KhHKEQTorWC`k9=h$z<&4&P36(`oV zqA?wFyxR+m2E{Gb>KY1EZ2zs@XK0|P;ony#5J?+S=qjz{!GAw|4R|=Hu z^yiTP*f*EQf2HMBvV^?d0{D1`Y<)LG5sS<)Ur2nDoZVC#boch(tmUb|#3C#Jd z=WZ;UlZVqq5u^>PPh5~KS@D}3%)gl4G`r{xI(caBet9bua)q*w@y7~AZvEtt_?q57 z;Z*vyBCei;fgn;aM(;Z)aWWG_A8UV{H^IE_ z;mk@nYO%lroDm6;=v{q-GkB|Jj^?wrrVChaT-u9K-NOPy?0DdyCmRnkBLxj(WB1)P(Iu#J_#x%$&9x*@4+zuF6VNfmFmr)4WS1F?x zA66rB>ZCNk((Ad19QOJOBNb%ePmCjL{CY|%VoG(tX^~(4-ivQh>q)?1N!YR@;3a-r zJZDfaH0;C6y1d4~XP#-yMkzSbQYmTWAi2-oXE=^Fwiww1nLTV;q38&tmq9DM@CQ!4 z>2;<)a0<3R^v$3k)OG4#YE75qBa2uH38{xx#tdYp}KxO_b^ne3F z;;beNE>F}-k_EzyNLEf(EcxnW8d)q$;%Z{QHyd7L6{dfEc=-`_I?CFV zL>>p+o+kXGb41CT0Q`*PGTKn?rYr(p%Ja#_?-X809Mc=&3Mv_4@VCQHj-ht51z-GC zsq0;fRscwY0ubFv5p)si8i(2-+oX#bQac+?$C4G>Nzit8w@n&@A< zXB&th8YG#lRd;1AQ|ct2#(4w9>-MulQup%P4jYNfeR zm7>qv{GCpLVWG@Nw6=lP)nOG{gl{ZTah>OpC=e+&A#IVH^DJ$GP}uKE%hzD-P+I8Z(qFgYFRbMOe)~Za#r)Am7?< zNwjx}lre>i9PKh1qnU-K;Hbg-ieE@h`k1MUOI{+wngG$J@h9sJ^-;pJkMft+B~g9{ zbT(Rt8ERBya(h|Hrgz2^RM;m`koB5 z&|G^2ER3GiKYG|U`OYc*2zr(m(Y8O<)GD<6_Y20G@I-!jDZoXGL4XwojZB8=r%yc!g+q-aFZ9GAt zL%g!H8J*k!*pVT)z&(}!O=X*}e+I(acoFysan7#<_(&wLD*ryNPQos=D7iXF%Sp(C zH8HPaE`f?N7z-B3C4=gjGfd}Y{GP{E!B(%|=`;Z^lJ~|%K;nBi-zK^%pj}2f7$(=f zv>|!$k#4Wcgrm#V0E8}fIE9b^m>U0zos!g7z*T> z+a=@s?(x`{IVx`^+~CyhM_Yv4*-;%^@Fnx-QE=!`txYQ4$w6Ld4a=Nps*}iRSh*MG zTBLC5R5Amlaw$`wN=r-Qk8Fc+BFwdr1tZvqG!}4|$CmWE!ipEdX9>axRWC!kG#EAN zW7Tb&i%FK=g{1Jlk6)w2W%ipoD@$THI*7aiAMziG*qrULcSzzSF`*>%Wd`(M=unDa zSMz_8QOg4g6Buo^4((V9#ur++2%a)_f*wK4q1Y>|$<+Quo_GEp#FJ~5njMlw8vWu0 z8ULaAw!*^zaz5+JdWX5NL37BN#N`D(XHfSoy(@>6G{Kr!(m6&#pI1+;J*Ei}O`nfI zlsPavFaCK1@|mK~g~-wGX3ER#5wMrd8ChK2Si@WI9`G;S$4Mm>W06HKix|c87qLC0 ze`QA2*Y=x0_T7Gc)M!6O8CicZlvPJ1V`N67Dd)Bs)8Agr znW!EMT+~pi?0GCC2hjkMg3?7gr`I%s$VbL}2jzie^X*I$PZ|R(fe+CTMUa?_aL)3C zX4eYRG38Xf&zBQeyNeQo-G>85#m8dRrwSq-QDYi4L@Y;2lv3f=2?bo+wrzq@l=BDm zL~?UYl~*j$Z$k+?(w3=ush#NB_GHpK+eyb_-T4Z+E+22p#QViq6LM@-qm+zW@SKw} zv76GlcieQsI=luXsBk$0z@v|UXO{psRKE48ptIr}lySG+hVeuFfcgv_ z73TIrD00&W2JOs^=@d7f)M6|ayK=k=M;pvh0PU$mPUD`5#jZlAKD+qb;m){O^4%BB zw{OlIWYsXA*97ctj?b=@m3gsvZe(9OksxP=uL}+Rj1-?xWbrz?6!a6Xw7Y{qggB7V zGIG9w;*@>{qGRIs_RElC`Q2BD6b_C=4S|k|aV3k=klMHp-q%$hI55VLlox5bV*HtA z>|niL$4VvpX+|-_R@A15RznVtNY+b)n-_AHT2vO}^4Koml17vq%Ymdp9eSE_tLPcT zW}lh{IxNamW%(z8rU8)nSBoG-#`1&Lqi=7{EQ3IiLv89(my|IUcqHRH6vHUyw4x3R z-26S8`BqqywdC8;aE1SX$8C$ha+5s&fK0TSqAuT)i}21ELqjB)7NZWf_=>e% zLA>U~Ok?XG^g8;uJ3bYJqeoqRR4Z}wsnQT=hyRV1+c!5^2K zABWu#x_K!d8_(mnWD)xMdEQlp0s6;|rKfTVkI_OyYhj9X%_0cXmG^=Qn+uutpoaPS zT-*>Pv=>A%SSoqLL2Nb<(?brw-(&$m0)O1O33G7 zHIy$7Bq_Y@u#@r${=PO#FAJ9zOZgxYI_IU|_=CYp z9`$BGqFznNBBtO95|cFSbav;Hqc&P)%p%T{UG2@@1xu$LA8{1~`=K_|N&Rv!)l%qa zQOR{Os8`}dJYZbVV`yPk3;wUodWam3;Z0qp*YyF31uB?-5&<`1JL2kjbx<^vK3m+0 z^-x)q0Lz3Hi6rEMglU>O2mL36WYQmTr352$GfI7&?vE*0bO+=^@&hrXj&}Z8!&^*Tbh;;A|vErLOY#6>1K>JJb1=#uAD|l zlVs~qhbtIMXRU#`*W5MVqB;b37|U7V-$I6mrGTPPoH&B5b(zzDJjFyp=k7 zPw*P=*d9G+*mX=aQy&$z4RKRi?~@a|Pzr}Ma)N}7LcX;VWizFOxm>Te9-nM3`Rt&Jy#`bqoZLuwgv>uXHKPkXcXyLsBTE^sqOR zZYP20SU4+0nx4IYk!CE**am7Ia?OB8id*})$If+EsQG3)`WK*d=by-}F)oh$sPOOggc?Ew&7jui;4@g#~wC{-{>uR19N7xqQx>(syK)yPh9^_@b>erbBN0B2wdhrQQVSziN_MDj@_oi^j9e zn&3_>#Y;1;DyJfniDI?sS0tJ_YY&oJ;0j|2J@B36jA00CeK=UL)d4a0pGvCesW`2c z(BW|k-Xi&}xh>~?GmmE?<7#dgmRsYa_#aQb*n;j_j!QtK+m|L++kWTDw0rLsPVM1j zI>(RXRbc)8U}7FNYn$aJlVf2?XN{nNdZ=DEU8B%ujs0P>CjivW2ek;$VYJ-H-F%Hl zYC$d`FuK)=IUh9`JZD!bfEa0jbxX>TNr;a{q}}C+7m}%SI|FwJ;VkOf>$@x+G#)&Ge^-fwfOs6!7@oqHAA2p z@G?lQ&<#9LUeX;x3ntg7CUf^l6o3+5f!~<$OX#%e5H=3fUXZ$Lv`}^L zV`|L8y292myb;TG7=@{+wI@oQ67H-*RMSj02`6f*bAj(P5EeSVXRQevMX4>Wa`a|1 z)ulxAx4t`LA{wQAo3l!MJK!99r;SD+tC=70?vk|uYZHuok=849kx;Bx;lM_qco20|YoK^;yqR|d51adOCDQrg1 zpBJ9sA1OO`-crs=rfCzE9H0>r}jl3sRxLc`ppUz;gW4=;h*25X5I`XnYEW)yb6@^ug>V zjNI4;Cc|)(m~dAbSt(LQwsUT!i*hz7T(RiUcVi6Ff>z45wev73N#_2CN9bu;kD zqkEA;3c7~sMyE#suWE*f!Sv;KrxJExBA1H%!AiM$X`9I>q2*R>I$E#hlYY!Eei8@C z*pb%e=rieH#kpEhnrAGui?dL*P{@+RaB80Z<~r-$e+DQu&isMdkS04U{C)@+|ln_m(f6J=KtZ02QBr zX*$^keTSk|pe(%6qkU3_o|zwlqIyQ#2^4b}Y`0g7IB=Gs8+i7|*_xy>3$(JA(;23{ z6_~5unrGEP=lY&zNOSS3$>T<`qs&a0UDnTakk{GPXp|e0h`0LB(qoENa@^iHk!0Wq z`&S;*&$QXVGPRMy&+)0BVVK=uJMdKacr<}B`6d5)g^3jG-q~_F;nsw$Bqn#@0@wpX zmaPUKW>{gWpy}#d^mXc1rIMz&CPUZE1~p-8NW0lzjW1jyJw`SvI9=e0k5rkT7o*3* zz4x+hpDM3GL2g7R=!x|>Hreh1_H-qHkZv{nTgXEd0n}2z5eMWT?e=}Z;J71zIyX4A z<1{$QY?az^XiPeW&X!laU-bZ)0*I#cTwcFo>V`4X72xE`L1#U=S1w~VPAlzog9%~c zok{dju|HpM&9!l$;G%-ikJV;bT;Q5{u_&pO0pS(jqC|=r+ZVZi=Qm`4IXi+c73DXj z8|hB70HKws*{_rM4dq3UxL38!6eY4q%3MI}-C+TVvD3vuh+U|Nw>=dVq5ew4D7cJ);#Tn% zui5X;U(O(Enc_&*6*Y{K2`6QKX-KNArr)Gb>3@vju1<25Z7$Dxpc&`z5YzHwNO;cN zXVQGq>p&)Rn}3EsuN2a5Z(eFgB54|ovNChbB!*FbMOrrI3m!?+t~YzjdbgZ%yyD_k z?W-s`laF;CR-o+&kjjX8awaXSoW zr6*GO{Bjcs8CB(8=RQ@W0fx~;X+o;*;_wT_giic12VFzmN5z;AR>`sRNo>oLYZm*m z;=$Hs68UiYw&RBnQz{`!?r#(*+`x!XgWz=O%i@d#fK-8enOe&9J0F&t=B+2$HyYjb z93G}NVk>5AIN{TPziU5Uc?1WQ@#;T$b5vk$do0J(29+QF(m4Kf@Cvxd z+#Of0vBWcWN1BPmO&_K6rIAow>38B}c!A(rdyQB}2nNOFSKy+*yFRZX(_8NFLLe$k z41ifp-LOEko-R+GvL|Qu*3GM;M;Mw*D%5Ja1p_pMT%5e`;4q4*Jx%c|Vfb6Z z7ypD1LlsG1ozgTk7$0$ z1Y1>3^Sgd-jw-qIB>5wmp=mHvNsMOmnrVZ5PZ-+;EiX~Fg6X9UKNOch(Z2%z>|lG!=EwiK1V3lc8g}Orco_L9^;r}fUdbau5^Wuqs0D+ zOS(1N*7;q$vZjz9tgmo?VlXP0+1%xk+3a>^dhgSpV-2cxQlKPITzCSxFDh1zf- zrP`S*TcwHtiqxoEVQkE%LuYW{pKqwC)Al5pD5+SCOoxJuKAjE$F!XmSh}(1uxE$Ca z0N$eReOl_9J>5ovdD=(en^+&?kXpCaH&98j1?&5G-jEefLroZst7MG<@@;& z&-A#SG)Y@Sf3mINW~pQy!UF{bsz{hnDw^GGU$~*m64`>TGZy55sd+&W_&ni}d_@MZ z1Mo;KmwTf>z{eBP1!3#VBJz_e3gW0$dN@q%zTc*{4wqOTgk0IeDHE+Zm5>Jac;1UK zj(|ra^|`Ctf93El11fTpy_Z&J-`B^3Q^*QYpLj}?DUoWwM9?vMn!*e@KIpLnWy42n zQh>dWF1vO4xk#^x;7xnr^v?0KBQ=TUn>z0pqOo3pwdot$7!jGh(=t8sb}=k0WN1k; z$V4gawSz9cLjSh~INinhZWfLD{S^=#*DJN7;3A##zX>8n&I^ePS-I#oq<79Y{JP%6qmeYs zSEqxMytvJx&V!N3*s7~_>)b_3lnGSz*fm=o$e2W&Rqi~6C+EFkQy^hF7EOe>HQ#D^(eEW+sGN&DxU z-5rP5L+NT__hLb3CTyGT%gx-n+J;VVf~Ijv6OJcE&@%UpX|a6>uF>_^+9T7(Abd5hci3|rBn(?67CB{F(WnWp2jtN1`JTjv^|Z2hh< z$f@tmPn{=Z%~hy9%ct@uI15QMK(avbG-wsdE{VmonylFP#pRi#+1k~2T5H3&MyP{w zm^6om`P}&$#y0O#4*LP|pNE-t@cAlH-osC74J`Gi&UM`9I~(BJH*ljtW4E74r;HW)~nd$P6`Gug8_-S5q6j%Qa;tIsa)iD{?`%Afy1y7gO3#o9R0 zsAcS?TFM@4VYzpv{88?^#gtr4<}R1}JG9@ol!*fRv9ZlwrQJpmZfc*FxKer# z8}!=f!$JbJ^2MKYB_3a2XBr7eY0oeSziSs!kEzf~mo+$ceykqWSUDCpA79h_$s)nK zC5c4Sp3?dR=wSUmT0nYU??tUTsr{4%k;Xr-o+7YB4=h zl@p6Xi-Ylpco(^p&?z9fKcD{`ztk+xnzRwkVxV@#bxndqQhJi93@vJ2=kYt^12&9R z|4@#Qgof1-o}Di%EH3{e!(CvDs)0eValM8x*!*R63xlN6vuWZAs!Hd3ga8nv$xSix zL*D?#hU8Uo+AF>4Gqvt>N1JcU|@6e8a8snPLTu?<8l@X81W)8>) z{KDf{?c!n_E@FuEo7SW*AS$OL)`x>`bnBXGRUiE=-{!{u&bcZ#x3qx%#iaUYka!bu zCI2837tN_&bv`1k-+Wd_dE2bbT3`>c=)8F==aKHcO>KtFSzosdD_8vubpJXOl68^m=NfT^$X{y{ybG;%FAKWQ)ae&R4&3V1@zlo3I8USc3WG_SNq}oU zg3zTHXg1+{TI$uVJWBCWz?ew$@_m-Iyb9`=eh`tnQ{42%K=qr7r{sthVI7Nhn>Qrl z;|sZcC!001$nuRQY4-JGC;m(3;q1&Z`eABO4;5Ge5~#LCp%eb(vemX$!tKsJJO{hKo>FC_Y&W<#L%aMDfzj`r^>6-+`Pj|h@eemYiS^rUw2)n)>s-~qUeCo|0pQ(HH zsHB{c?14Y>^a1EYV;+c{G-zH<%Vm!BWN=Hhp@k z$4S`Gjg*nTJ z#F-c#`VfkgtC5isZKq^hh^%jN9TDkI49trhgTl<~m+YN6O}WFs#cO@MofMJj+j?)` z4nz+J1B;!|GtkQQqjlJ*h&2D5@!pD|ZTEP}q`1GXY{7(OpU_{NpxuF#FB!Ql;b^li z{eOQYHhp~&)FjQP^&1tKQ?`XkGNEQmH<=&_du%e6b!E>;|u z2g?G^@fi{0oIU`yv1RJ7n652<=$Uc|^H&AU%_<=2SC<~HpEd=28MXI381K!4zkT?P zFC^U8@;>6L^Ev8AExl2L-9dTQO!pYksQdz&j6(2&qDekUd8=}L;l?NsGML)OC5}B6 zK9)s_rg%NUEp8A#?~P4uI-~OA)-vtnSM+YdOQlywhS=kn37p0Diho*OC7P;go(1bR zlUU^%Hy%m)ubR~($jrnx((2P_yb?EV65?SWa`fm{)T}5}s=F!x!hh1+{}Jn@8Fmvz zQf84kaH&ReK@KC)o1oKaOnGZ_2SsqY+9b#!X1=MeEf}zw9J2kY68Bmyb%!9XEAM?r zQUh`GS`*>xOnlYk=OsJ6yxJ4~r*S8jIhvYF9P_R+GlCwG!kVR=0uy&80-cZDN=z>a zHEApK2O69GA0>tg*gWIPSV9ORC|y9kqt;nXR`)TBk0!(yM&Gy`%qrLf9L5SA1_8+P zTN}R~+>o}?2C5kF_Gs8qs4F?$wbu8fbpMF<*cyae6$z=21R11BFh05o(jvk6s5%hZr8FUtkMS-)#erRD3O7Wssr^WGF%Q*g zWvka5Z^o@q?pxV=ak`gcZ^%vZBJ%ksgLWTh_}+HbbIE@Qp7v$?xs#Z5!gqA))lRwapc<723zSU7G<* zXfWMbiBP)p@RwdY?&%m68Eb49nD34JFTL8w3_1ilyiH1qLyyY`D2>D9XUlueGd&RYfcKPyQ}@Ku&?o_;tQvrbMqZfA`brYbn2?dT2fbF z7NZW{4;qX;PiOi#oV5D7sw6SQZ-Ms`CTK=g%GY5etAY-p39zsc+!5>zZa zM7ZczMu$AhD3$$wX@G{Go$;1Vh{=-J@+(oXD~qb3op*Ra_Yj}#<2W}H30{Cfri-aCrQ-d zFCv}t#_99jUJlojPGW4k!-#Dyh#sL+vS`vD!t|4(R^8Vs3hA((`;w9Z$3YDdd z`rmtNmij;gm|rfGh;#Mabx}cm2y>9=@BYOit1tMps%;N8it8>%PM6Jo zf)#=X_4k~N753be|4~$W!;$^n=Owm127~t-#qK3ab4xjk>nB}&J*9o$qKv>%xRD-< zZ9&Y3Z4hi^sEY#TrQTmWFY+XDu857a$bif-G9QfCT}5Ng85Pa-1G%L7XD{?p z0v;TFcyJ+4q??vKTKm>RTc^#szt-3f_WExQjnhQS=Lx_!AWi8i(sXZlpX;f%M(cB> z@+X~YzpdF(NdtscifO)IJL{NmwwZ@cm{pXBS)8XJ-9ax&jJ9alkXOjbHMRp{@5KnO zNrJhb=)>CSp4NZ{>p}z?wD145T`allA_AL+F5B%iJYQ4Wsd}CS`xg)3PLD8N15o@` zB6n?WXVbsaYw=OV-dbY7?f^GW*zUHi6ENlF@3IkYzbvOHZo~J7N8sA!y@%T0*c-a_ zcrn}`?c$Td>$ZkhOGy#?!?B&vKI(06B4b;zD_JoWq?rIizFqDxW`yg<>+b~?F2jkAdgK+!%fT9yo6>G9BWdTG_f1bS_(@1g4&6Sw)PcP>rmXZwjgi zL;QZjFY6i`TE7@}K(dz^$<@7xwPbXczVkhd$bD~R&hQf+sY55n< zbQ8k@5LCw;Ra!mk@$7g#6QL`)J?01~`KYH(T?$v8vtNz5 z2-V&Dh)wjCK#&I?U0|auzZSEC6VaB~qsA564Qa1H96WADR2&I#)2{d#`!CHwo2a}c z;$Zfk@SQ<;G}iYlDspzJSs+OQK`R~rdt=x(X&1td3K;sPShrHv2QDSgJ*E>a;DpNT z)E7|S>{3E!5d8pe94pPWd+z7w@$Ud=Ydp>fpSwmFOJ;Qy{A?)A${UE;*n_BuXi{TZ z74%`Nj$*$c$_@%(h%3OzhN8br{@;Pd|789%H88>3_rItAAJ_Qy4d9kGB)BCQi3nh~ L8*ytp5)k|s(i5%r literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s2_summer/s2_summer_part2.zip b/tests/data/mapinwild/s2_summer/s2_summer_part2.zip new file mode 100644 index 0000000000000000000000000000000000000000..6a7793cf4c6ee003002de2da3d469012ecf1a28e GIT binary patch literal 21031 zcmV)EK)}CHO9KQH000000LxN2R{#J2000000000001yBG0CO^5b9HTPWpZC|VRCdb zFHlPZ1QY-O00;ofQaM+l-fK%QQ2+qIQ2+oH0001UGGB9bZEa<8UvOb^bTTh8E_7*T ze7IAvD8aI>J8avwZQHhOk2!4HoWr(l+qP|+cdmWb!@hA(+^qQH{~{~1s=Hshx+Nv4 z03ZMW01yBG0D%Dj{}I7I0sb!r`o~cJeCD5k|C|4h!2TB_0)hYl|MRndLj7<4KRsyw zWte|L|HuESIrt}>|JAGXk0Jm0(?2QycQ3Gi6L3K=|5K0kj{}2Y0Kon+(?6~a1OA`u zGWy5$VL$+Q|G3~k3;oYs{C~&40z3eezJC>c`2WNU@P7%w|I7G4K_c+~_W%Frsv#2m zXa1>o+JgUkZ2$mp005Bx?(<&<0;vx}`_DW?eHb_Z8UPr?fAX=!|9Mz|0CRpI|KpUz z>f*`-94rL%1ga{s1fKSGrUXn3%HIDc>kY6eWV1_iK9_hP64-c#nt*}3-}d~r(MIU! z8AT3D&%b0f0R8pdpB^2b(YX0jF8dPOz+*Ifw2@S;dXgzawy&Ycsb7sf;39E@V>8L= zH*2wglqicJ#eH5M%@!)7tEE3z<)-b-kG5HPr9hE;bQ{=Fr$hkmnJ zLHxUKj|VeEoQvuj4N7Bgk98QC2%357P<(?XiG3005>`plya`F??N-~eciv*hqV}Ak$6-bULIBtg;oHr!DS(z}C(=mku~~T! z=w*os%FA*@PA-9kBjB?q0&@TUt}_Fqw#{xPUxRKL@6rATz;$k;j@&jZS z7_}M^0JP&2o*c`)8U{pT3$g_$ofG!6*UaK*#Z@DK^IUaeMBjYGKJtFaQ9Q~>z8oT+ z;nKtX2)yXn4t&QcfeQq#PpxWFc+x;{x8~I!NYNql7 zKYZG(&$~LCEiGSN__OQ9&ZNuw7ZDdR3ekdb=9Y%-4@kBhV;adbCwd2uD(9{$3<$k* z*}M~7TO&Y3F){w?jQoS=)GtxoYGi-%)f}}gzB4D~@V7ZXnJl{-w%|B-$MwufScr%H zII4`=9xNOALmeTcx~W2A7r2y8{w4VY)H)p*B};c@aZr%7*>_pr>gB)Kt@*-;xeHf8 z9Of)KS6-??V%u{*1+wSKoEccOfz6N9IYEs)zfXqGtYdK#Tdw;viE$f<1AnL`&;Pbx zgLnLOh~b$1>=9MO%Q)1ZB=#jRPI6{N0t?++n^rWRuS_F*f2n3b0zKt5CB=~#u4Tj1 zPBb95U5Jg_TPZvHVz&JDGo$h%N#d9`HDBhd`BWJ`MO6TBhz-^6gpk|nrRu1%a1yEOT3^iYNb4jRDuS!&tw&uTPj? z1Cpv+z$SVkQ2H*^)kUlL-n$3oE5yF(lnuQB$0=jtlEMK8j&RYku5AH&uIUbIfDlRdZ6J0a1TZCHfS=wS=MIC$NC@(ea|G?{ z&=+#^@apcqP9q;bGifBV)Cp;2kXMOz*qKYNJsra1!iW*%aAscz(|xsoi9+wCV7PMp z1t*Gw^fAyP$1ey?&v@UP4&iDK{CZA(=JF{?y*|W!8pZXLeN6i<2lqWvVEH&VJ~Mad z1@>BBJ{G>i=|T>7SPg`|wY^JTu*t)Sa_01183H*Zn~F4fnAv%MI&x13==rf4OkO+u zp14A?O^8lmf-mozBrrWEM?Zdl;`{FTc?VzLjt92tzZsm@NZ*Tgss+sgU0EE&1)Ql? zdptvp1ZqX0zb-iL`N>15###*B2$sD^lwo>$8Q}liNqKTE0!P-hv0Vh2Y^K_@t0$C%zdTfOP-(h(?cGA19t@Z>H zi-3l55Eql5M?rrdV_n}?aMVtt#jIG49f0d!t2w}uOA zPkY!jhyid~n>h~d41fI!YjJAU@8V-`QN^UL;-zvM+9+XE73j_`Sy2ZU`6$X zv|bDST(8X0y2$*jwZ|zFeGooFwsVA&4k+T_y)y3j=DvFG#AC_H41hPBuQ5}jYm4GZ zD5BZg|IzulFAp^{C>m+`JIgkaR`SUcZok1NbQjxU8NVSO*M~L0$jM8>ifrW%*_5rs9-wgJAw?TQ4ZdF@ zybkS3U8)_q{r;|fvMqCKt175sPB@j+PbTseaG;O zOH8pKW|yq0%05=&@yD`%v%Z$>VMe}?7P_TLQ0%U3iU}o`_S&O2TSu`KnCuivOlLK( zX{;4{y8C_{@4nCQ*4nk^K{u(3EJLdJNukd3_CyI*zWk18L=X#h25Jybtk z+^>m`t?B_ZpBHfn4Xq2%7S;)5qvR!-oDvj?-m_9QLVWu12F@q;%L9CuUsM0a{^cfV zgE%8}S5i9SDtgC0%Qqjs{O%poo<-SLjS_mCVl&1r#QpFQ^xS1@P_~xs%!@ir6X(hH30I(WY1;$(^P5eT{SXwpV-VXIs&)S~^PK97 zjR6r)CSJe+n8;qw5Aw(TI;$T`_gFSXL8#ML32uzAX;2rH(Ew#YqZ{9_vSKkaGAr#A7ILrhSE%%e=KhS+4M`=QIy#BQFnI_RP% zTUlxODNd#pEAducZfa7cwuzg%Tv&jjiwNoTU#=w=t%{1}U&2Z*?Y~=O2#60BZJ}m!`{K|O#I5h(OvXsB zB=dRXP@U}~m-j#3kfP~GCkd8^XX$>Q*tx;AccEaNBD?5QHNwU`gtj3q#8RPR=Z2gR z#^rvK)&k#o(wc&)p$U-J4bk8GaybqHG2Y_vgcKr(3kl>wpYwi>nIdG!mN1tXy0GUA z3Q0Gp9M(Qy3*L2qTF;&4piPhly#84C@&g1(Iowa-ddD2#oES8OQSmC!7X=X6giuZQ zB!o#CE~XeXEjY&K5iDu<4M9*DtZM^%*5XDj62J*BT@}-Gy@~}=D^aKCkq6fh`n(m1 zAGjSomL!}yXHN=sw^oqy4^4-(sW3C7pc6%;Xi0Ri>GH$w;-sXPWoiSG+utO0BuM>H zyeSq~GbG^ezrl)%I>pW@|4#&;d41lcf@Mq zF<;pbm~2i_jqP*>y#fYR87xFp8gvV35z2*{YySyLM{y60>?GJD$YQ@ zDJ6IqX#1Tj;9GZRw{i9#!$dovkNh}7BRYUoTa!t!8}mEO*5;uZp^ZyJ4&XqN_8=|f zRO(u1&{VAque7rvuzh!9EIJ|f;bb`g8V&}*b)|bWZk;150zH*v;HWDSVTaMK7N3Kg z-8!0xexP#-$IDYp(9FXx+Df$-Wr&tQIQ_#|Oi!rvIRoPKR9kH(8%v{}g6Aui8IiwG zi)s19I;BHZf5_pAh3iTVdfpC9Vz`s2v+Of>Mx|w5;Mf*>@|d8VDW-Biy<)_=T_|OQ zCm*cORZGGuKvMj1P+Sf zxC|Qdw}SMs*&2E9Or@>C$?`{%RXwyeh5&ee)mbZS*`^EKK%F;-))mYC?#L9 znstZdvqST;`DQdJ!kpTXJSG*iAeAg5B_d?`13c1$BC-%;V9O|H9yuy2a|PfD4WNWn z=(4tli>|z=RISh_G68?d84{|gM?)&%?Snr^2L;$af3S-!4NbZAzTA(YArfAOq%jM_ z9PILtwQ!Omf)m2CU{BQ^ouz9a>t46YdAR;Lm<)2~~jy5|3P(OX_Ag3_}efcOzWoi>f=-XnoO1Yhh(Ar6scs zqK3kpWiB^w+bNGcJS zA0ez+sO*j|%fdQu@<85I7?+LYsI*NgjxU|(oWx#bE9{vTkPzM-Ua?!N_`-QEJ{PA)XwMuIeI&BEZx}YF!Yd-^J~bPmaOo0FbGO@9~NBRnvMw z1O@<;nzi4PsAWWGGCjmuGo?mW|7qtz#*Wqy8rpbe=`&e{O$AOU*zmBKaxvOaOpwkj z&)3P~Mmwz&>8q?Olq%43EDr1`P4K?*sVhX;zZ;*L*X!I*1(C?yKQBB}(o-A(4iwx& z1K{5vRHhv{>`MEbIG?2jW*b^(EJqq(8_vvB(TAUFUf&4Y51|lGftu@v#CTu>=N{P; z4aPLc?PsW9yhxG|7se4Hl-x$ry3kKK;wu8=n|XXFL1hfyBCQpM{b${WjpxP;kYXoV zbX%JNT5vEhis8gd1N(;t3Ae`9kF@Bfql~jE$l`DZRf(yLX!{aYho8SsiV030YS?xC%tlF+KeQK$V|x z04aaehlCA`t+am{7s21Aq~>-0N$u~;a zgTg_Pr&gy+jxFv^cOyEU{EHtCm;wzb#wk)kx#e$Md!-QgtE;sWwwick7S9mvUcmfr z7I4vDT?szIISPZi=fu|uCDp<7`QLSCp?Q)|Lhkb!#jEP0j53mh5XUp|IEhU}iO~5i z7g-oICgaP~vvg*5!Cn{OzM#WKjAQK8LVYi0)7`kit*JpO>!VU3s$FJ{>4LD|}Kh9(u%41159wx?ssucZH zY7s}fez0LEVD8rH04(ErCg&MB8=!#MW&jLNF-wkj^XsOAfIPusPa8J>YS#a8To5*9 z+Q;UDP9V?SQz!`%K`!eji8;T@-Uv>g&ajqcy|>}DO)uf$|4b+=3ZzE*XwxrTp$9RV zu~z?*##egu?kllH!i{Qo@So@aKv+>4`O)G-wHzSU}iM2+w>0&!FIQ2ziXb%!0Cq}iPOa=Mo)*inomp(xK* zjcOBo7QGf_xF4vWO`eApY zkUZvsUxn`flSV}|QrG7bAU5@=etEjqKg=18N^@#Psj0&AMf6beXU@rg8QDg9UM0an zpH?npJ&NKByyL5ta+D}t*-|H%RO4wk_V_QnIKs~fzfXVX@6%9r zEBJFG?P8q#vBqx>3_=%nPm^sXKBVTix$T9Fq9$pmirW=W&Zq^OE;n;Aw_%xNsi$B8 zwpBo*YSd?g$B5*n`n%h6C2))RgYWU7();53bHge5Z*E3qm>WG#)6!><06f_H8$@XD zJdt%s^fZh-$Om|SfI{>-pa!Wyd&sJ`Dd7 zGb7RI;ucwn*Y>Au!$eRZRo~$3D`F&6kvoeo0s)=u4(NhM>$&zdTIVoMA-8fTlwi;>yqG#pQ_$owY-^eJrvA}iH_kRk z?kLXm-qty~Y#*L(dfw|t8sqF@{R*CiskK8n=-ci|QT5*?&jHWb`xP3_Mr=t_zff9C zfapvSvz&z)KlIikNcil^wLf;`XkM<}-YMify}7DA^9|FwF0@LM)s>t$WA6)*Lq^H( z*at<_eVJ|~?mq(u9Me2cY4wjg^J?`U8v<-h&PR?}6PB;zL*so}hEs+;z^jogsnjv$ zs}w&sjfuf(V!l=1D8Thk3ebYO<@r1h$I=SpUvLK5dRJ{?=hhXnPhcWKr${NV^}n4i z8QqpuoAGptXpwjx-6sz#bS2o6>S5WCe7zEtKcuw*oNS1{FX;PtvD8>1j{Ft=suvC2 zw2*TrxZl~AvF~0v0_BdIB8mtPETFAseg*Ln=~(pr;(51-KHGowtxoY}Jx%Tgw5)F) zIJ(3*)UW=k2q6u&Z=7RI;Zckd+|Wt|!wglS^1svM!gPYT3`WaHlQZ7`%bg{VHoqQE9FRv`GtYlEe;t`2zUuz(# z>f3MDBehOooXpAm+tkRu(SoaP2;mU91kL^|AWIiuKDh2P+?LBV1Vqawvj-^-@EJRIzs)SgDxYjue}eLun_S`2G!Ip!z!1Ka@Ad=LMx2EQVL-^hnuS-&S`4bo zzggxw%`&c`@p>)U7APDeF8qTa@)$BcZRJAQh>u;Tc``3+UI0p3nC_8$?TZ4_RrP9E zp?)<^D4Czx?dUF3v)S*>UMvwmAEncQUx}ynN^G;&5_2J-N-vqeGC>+kEH-PROt1v{ zJ5u~yOujyYhDqK@O92+>Ed3$ZJt^GdCe@1+ZB;0# z-t?i_U_aHa@+FA|Tt#mVSQ-3D#%?&hMg}S6YZ_h1$e(#m{kl^Q%=^dN1O9JHmzn*w z_~s%gn*D?jn0~rfzbraUvR;o0Yz*|hu?`{|Yi|DX?})kUS8D95=)SgKiFBF;tgf)@ zf=Qb+xYIo+TM!6^8yR-&JRTSF28U6;GywuS9ndXlZZ=1nO?>L_`&?q7nR9RJyPb+; zKT`>a%!qr_QsZW1;Uxl0bIzuD+b~;j;}9E-BlIaFm{4vvLuom7j&TY;F--!E?*8x+`avE=GV1rLF7eBkv?B z{$93s14+H0W-IL=6QG0`O@j_VXLi3eB@v4-TNd*ll2KN73f*nU$#R9=0H>H=^;?ni z=3XFpaJ3gzuCC3X3`wI4xDHU}n!fhd~mR#BXt z{x{u}M+2~=f--_~k(q&@;Vh__yFbz+87PWXEsdasPEP+03w>e z3H{#4_0D;q_U&&IDHpmgcCTmS54Iq~n}!P};VFU*#QjEtpDmX3{NhkWX~C(j>2wyW z%!)Tpc^itKo`>MzemfQ#c$wTV1Xd3GQQzDEpBZVbmDa+^UKua{?$H~3Vlw}!rnx>)db8y?=6o;T!HFfTnAI< zLDhYYW~%UVUQ3DkIYSMNnN2F5Mmjxi0I99p1NqTQd6T|xMLa&vFTx*aV*zKoZLeT# zg>oB298_72A%JeeglkjUTFSO^t7G-U9n5M3*hibM0T74U)#sb9um>xoi`-m?GGi2K z7lQPP*HfY3&8DQVX@u0I7Okocd^(AyaH~G>Z@)m&2Pp(f9?}=ifLKQzDfcKVv#uiw+}3)A2Ko~F?3)NDv&|;fT>azDtyU0TnPcgQLH=xq6OnG zTrwjJ;V7v*=dOSwLxKnF4c@#Q1uqTI)M;degcjCJ?@qC^(P&!*XMvdxb5Bs5waN7W z?`rXsw)da&*ybWg8O_6IL~ZKL7BPUGbwMEqdWP9uoo9N8^CxpS$0;?pLp3f%RRrdq zD3hYvt{^5S1AC|j&BZ!E7t=YO_r8}AV)l3HdOqK) zWU1ZWOeuL`RYTNrI@BUSQg{RL6hG%?#KnOxxK~swNcu9S+=@@=wXs?p^MMSSL z01{eB7qRZ&-T~LYygzevc6%6>aR|R=84%OU17nAkoDBgim>Vt_QFKUoXU_?UM7#blu^bq;#gS`gN)=Z;v2JOmTIMY%R2@|;M%|+D zAgjDdO%tFb$nc4Iw(7(zc?FhOZ=9NZD!PVql=w*Nt92I9^_o3gAgYB+#u_>Zpwg=B zjy7ppD;Y%(YH1v}LGkR<42~>@V{j_M@v6>O$6z|+>2@&=r;^7D7t974+tGe_>vx+U zv%D#H4d1yXKbVqk5tbDliHpXA>E+@x&^;`EvtY>#3_xKmY%0qjG9a)Xdw15_Pcktl zUzaXck>ZCu#&p#ytF%)$+`>6m8rZ})EqftmkP(2YOjm;3D6Q&@3$Y3My}0EMeV&_B zDy1KGmoBd{)xvPgoAqLOjCJlo>XWOfq0zaQ)rDXoPjc#LAG4TygM)MR$5@5C&Zx1n z?usXa)R5yeKSF{8pHtdrhrbH9EXVf*qNBr!iGpIn;aV4`RL- zj&XQ~zE)8(bz;vK1yTX_rOq4SdZfD%-x}O^-Wy z4Meunda1-y>AR9^T^qJ7ay6Br$IN)75?-Ucm1_@;m*HESSou|vLM)~w?Vc*}{be#V zgYYI&42dqk>P3&=S!9}Ja)%C(KsaiphjqXc13VrENnO_ieNS+Z&e3s4LvJoMzn~km zas?BFwsj?=I^mZqh4l3Wbb^Rjzl$ygNIo{+qj=4uCvb)6Fd9NX8U(N8_$)v_M( zi8@^YX1#@Zy(d?LjyVyhQ}TWD5IZNm#*>f9J&0$nOvNc?WvwU6=ZEp?ud^0~#MC-| zu|orbLz%~UIvQQqJ(LoOu`KO1$EfK?2PHP&;)6K6`y}D?YLL^x6rzGU1|8 z^Qe!$mUbwh%9~B3shFxAk|-dEdzG> zhBZ}0)}KkkZL*F8M_5)#+>KOmjUTLTO~<>rE4a=EWMpaaRL+uk`6#c?S;VQ|$;mWD ztdp5>E&+J%CqXZ4FV~CsDx*^9)4#@hBH<^hGDyF{?pv|h5*%YRV<5j6sMF(zqbzOgX?`H zM(+>Ky;m2LN#Uw@<k+wY#LR7Nq07UgaZi1hh=1%@oJFsfxA5vbgv5t+G@si3#h{~R_o9Y`dxlYu4`FHg}# z3xZ|s7y!D8>lR+O5PWD{Jgg@rrxU6%)hrQS{mMWku6q$v?X8e9H+^e8yZ@=X$5} zh~HijY=G4faG^Q!h>PczN*)p(!uo1zgioYfq&RIy_Hf^XumuZ6cm;%mvLvU}NMNdw z4^E!=j>pH$yzl?SBL!zPGx{3a_--%^D?0UGNGbkVKT0++ZNGBSm^jiTu9CCkB~{A4 zbpz7u`W|D;R>0%@{0R=3nA8AYQA|-sZul!kAS>V8{6D2e5n|mJB@fUtr9U()_7$Fkb5Ne*_LYJq*pSi0DGV7 zfux4^v`sP*Lw-Rkd(OhK1Yx|(ln7XT7_SoPtSdLRxf0~1G+Mc#h27Ha>^1| z6_OcRH=mcpSG+#;b-B{orQZh)fBO78qp)Fj)oy;^{HeO5EFRg2I6uY@Er&HVR(@9 zsQ(puv#a!m5bm(0C6bol4`lhUBo_*DczX4eC@sWquz229o{t_eSdW{`NhOM+*43DlJrqpU1C)a4oGmBgFvu z4P>7B48%5ms7l3F>6LX;7gf}dspyfVUE$Uj1V>NdFKL-a59_AJ6}ah~WN4^lgC=vm zh=*E|iEx06(q1r*h3rhchpLlAj3>r0fyy8r_)&hYF484w3{`p1G|MS1Dm2)HRjG9L z6C#=(>3s$R|BBUsMAqU~#k8GL+y;SR=kr+F@d*ySlh)!HK@2*U*LA@#CycCvGaUID ztT*0VfvcwI9+iXW)QQ^1R@vKpqf9d>r<`Ju16By_uqK6Kq7IAP-jBllRs9bMJ&4jS zHQ60d4SWcR$G+mv-~wdl%t|wzB1k@d0*#0PZIN$II2k8Ig;2CXF93Wei5{8U$_#Gk z+;4A_#bKj3*`M`rv7>j8(jMqc@Dg4Cs@Q`SR9c^cxUstV2|9=1G-$nF=pwIUWVkB; zIAsG0k2{=#4+%JG_zsLku-YmBDT&M$_h{ZOyqbzV7~W^v=21;IkzI#{kR{Sh(|m54 zXQ0Rkn7Y9&c;?uAo6;#xh$h@X=%l7O-up!zS6BqRk)&@yyx1IUG_#B&UgY?^@LaEn z4UsURd4+ZA9J^ahbH(-aM4u7=F3~F#`B(=_DKIQu+5?-ey>G%(f;hYEF$`cxwV@&# znmi7XFhiF<=V)!t-&TMpz($fQOkGTe@w@G5cxZ8et|P(aSlmqAp89WEsY3m>9p}ZJ zWd}6>%^xZZGm-}E%!3nMO@f`MLgjR@CdJ{tfNIQnV;GZ|#pdZY9zqC1IzlWA=>5`O z+7)~?`&>|C5xgL9f+kf+T_Rmubj@<@PH^}%$fEXu)uKT!|Jdo&Oi+&W%z3QWpC8syeMpS%vNNOBG` zPjSg>uUL+VLz zh*_q}9aj&`yX%KUliz7!yN4n)WaF%Q=h>U-Lw&sU){Ts)aNzRZ@9quikI6#@&esz7 z5RItImpI$`%%EyNoe_4W}LLUk%=(V**LJV&V-ubp4rrp*xLXQD@RpKTh@FsYKY5Cle zaPvEKZ~1Y`{t8uYDrq&c`a9@#myDajJcO?BIVT~vo7 z2L2T%1+vJ#f`DZ!qIYxWFHkik&>E=e+x?C)$*ef8j_vL4z-v#+w)5OoQqMD&Z$-`* z0oe`GF?qx$gwoaAljP!yQ$$ZxKt+-w2Qkev<3M0LB*A|+YLs4_An7k>7Bbe6pXpr= zR2y9S`Nq1fK6>KOe4f2?KZy(tI!Z&PEeItUV&~n9AMYkb2>Y3|jU z>|e5(kVP%UE?i`pe4lu@^QMiVEKS44Le<2cwZc+qKn?n?ek@@-ZVz74AQndFcFnx6 z2X}g}3nTbU-9pCPtx6M`T*?|76wMOvcaqz+JULE3e*VKMRfp_k)Kb#_WBIrimSr9; zzp8qr8i$gU_0#atCFHg<)1CGS+OH^m-0I&S<;35p*8`^VQM3Yb|w`IG)O$uU?%6 z?M$7rrq8&elj4VUX#cvb++AJ9&RMUo%@A_+5d&V(o77A#fO)SN4B3B zIezXGYIa4!Bzuek>lB}aW0!oTrGm0L+?FUeSa`gwV+ z58}B%^jIFlCB&uFR4_lfXo zJ-Af53Cp34NB5BHJ-ThV*xI*hJfe$oc1y4R!?oH$1}XC52YG>n@vWNskqpEA4&Ak6 z)@KdCSwLMKM#81e}2+6P8V^PQWD*D zJ3$1*_nP04%5^=YffYVVK<9)bX!d0gsc?)Z>H3Lr%id$wI-c8lFC)HuY}hZh{mx5- zrQtPUV3c1k>Uv_NaI`lu68E;orv3#!uK5_R_cnqKAs96xpeZ%d@Ns5g)b#(-6R7auDo5^e6Xwt?D^@D_rm@rCx-GdkxMW9A9bZ>C{08UBKXIT!)b68y2tde+tdoM5zcKiE^5t3 zxV)x76?4iOrE1qskXvyI4KVG)HqoS&KGc{ zY0w`GuiQA-zUQ#_qb_awl*h*jFinEg=sQSMC5zKB&i9JOZa?^he$G;fh6kM2l&XEl zShnhD{q=tE83IxkZZklsAiO7QB+QspWe<)0m-EmP$jozni@Dv?ilE+-tglo8QXk>InahjKKe5HEllg-CCE)%lYA%!k#n-QFa9PGc_nP%Tg=We(}p> zgCz!b`fZO$vXH|D_oZP@E4|cSwB;JbFP+0j5MAkKkFi0tCWo-GP5e}jc#tFvGin8= zvSdu_ed)mjHzDZ-^iuo2 zVuq>w8MB((kd^)_dPja^ylJ4dnB-EBbl+?v$2Kg`MddpCKooDhglPY)iDjf1%F zHEc9iH55QTx9x}|kV;hyNiMqdv)uq3-cF*@CxWy^DX|!I) z+B;{&T^Q>nXmmjS$$$#Y>hgFUH6oZD;D!RP(sg9;Iqk&x6$shlRI>{0eiqFO6r-^# zhXcp{J6+`H;KUPwZ?H)bI{;-Mdak+fYHr(E+q>p7W2e)G9-Y8BxqQNgl`5*{HV4^& zcTn2S?{SLtS&1{i1w1x8-^S&Sb3V((NCShDq6)^XI0gv40uX!d70lMp%jAvHlS*|b zH<5fQTwnf5#br2)sw;drSdx6oLH~eGF;CvOPXGbh6K2?~3b-#I*~P-fG1d4Xnpba^ z3)WGCWy4BbJoz5=13)eN9RCF8{ER69sC+kOx}J06R~%yMDqN?DKjf=lz->S$ z-)86R&dFFgV;5UCSVWLbQSe}zB?1Jdmr`Z_+UcaiO0m={9BQY!GC8_$d)&PYL<|!I z0cDdn12(DMg?qGPXvjVS8g2g(_H#OVv6jg}$Q6`NyeuH$9fb+P1PJP-(zoqXwNItP zYMs?;=9hjtU(|bd{dyYFe}?+}p<^>{fJ8!7s1=%uJl(S-Zfzg|oiDh=Z$GZcvJx-e zI7>yg6Kt9XO3#W7maTf3Ey>IYLKG^??vI?SZr)xma*cftaJjrO-m?5A|HtG?$?Od# ziQNj1cJk!4#GhqC>!7Rmb6dYDCkxlAL(RojvW!TGz6(MUf-m-u56$s3uwcN855x;_ za5yEjC~Z**oA_uXXt?G^NC>~h(G&(v4ABDJ{bMtR?JC9h3%M@rByd%GyeREvscX z*jdg-dB%N;qt?%|tvICx{R4c%>dC!k?h=bviVI(O7EHfwopUJS4Xx4ok7C*imY(8n zsM~X#f0JgHWQ)?9yW!2~;n&Z+cxoXNIF1$ZM#xyk#*~$AD!SBo8%AJ)b1heQB}4X5 ztfKmXgt?YG1v%|1gXm1yYVQYFCTG|CO~0$vp$~9Ggd$k?&i$U(h{lIs7sSQZ>E0Zn zFwI-!1?Xr55e}`0+{p2`m=vZ38AKd)@x4p1?{TNJd6#dkfI1S{8Z;7dimMV!{S~IJ zkdh;u{S;>puXWrd>_PNvm=Pe{GnLRl29W)QZuS2$`CIn|Gq4Hi>FLI5a;%ehE*)>NdHJB>k_^L6PdIY zoxeMo6gcGh##!tdkQRAs@lu?M3DJBQx~X|98m{51=0$%UGlx)0Amwf*U!p=Y@f%QX z!`YUJG+ALh<|*uzdy2C=1f|vP5j3rnqKrsc62P;(?HdGc+1d!c!E5(^sbt-h0CI$| zH|lF(90B#{f8}OB;l$UsIPlQ4Ju}&!!AA9g8&z~K?>cH7G`T?1@*q zYI6r0Pzm1ic=U2%{oO;MNFHw(q7VQ`o8?|WuL@60AoB;XQlsU_icE3xo*SPO0!rrI z;U{JbIEz48QUYp?)<#9iC|zb0$!Dxp4L4S9V2WN&GomOj5hD)e4LM(g69c{j;pp?V zX7-k2Zfvzm{{Ed~m9Sx#Y6}x{(gb>bBVGU;qYr#oaKrYlA(9PpBl3p+ncvpqc{3Iu z(b2{+mMoVz?QGe7&7%Ljr4mAfd>M>(NoWdu%giyZtX|zBXv&&m@k=~K%!xUW00ecc zwBR4}6w)1`S8u>~{RF~aLg2QR8t|6>j#)!#+=IVJ^GGKc1SC~$)iY3%o#+EexjD=4 zZ3f-@Jf#~EyUyt4P(s*Mlot#d0um#d$~14ul4e5>Uq=SqXp)hg67e7GYA#m>(eujI zpH*xsFtfDKSQ=>!4>dQ>c9+TP{2K@h5V?H;0h%b*$xMi?M;plh*2**+QOhLP&*NHs zgtEpL8+JK!d@LhYyd7NROJ9?7yU&Tn61+bNljRJE=)A~ufjF~Cw<|t>B)*;kMqmz~5BX#pRrGki zsD*msaEYY}SGZC8nXD29XIFvHOaem8OR~m9<|Y)+kT(CyBP+c_oda48bRr0B6F)oeh#Y2EkTfMbcr%Efc?qfZ^>qz zBac>ExsKcYM6EOeRc5HsiCH+kE@vYhWLITCQG^=5C0PilVoLqDiJkm#M&UD zMbGL)7g@ct%B?M{vwH8*ON1q4^#m(;-0wN>m$%HEGuM~7{(zY?^9y2UTcZdrD}jgM z_j7(!dZ z_?vvpWL=+52t-|xd0*vIcsuRjxoc&f%`c}$L1u}=tS!8IK6z`YVawu+x71Y+j1HNF z775MBlSxLu=ojF@!6d^y+9AgHX~Zsrkz_c!&79spdw1~F9?tz0iw#$~TR;Igte&j|4KRro2s(f?Lli!` zZJh2vlVKnLPECxMyJ(5?7q#YbTnFkjaB)dJu+Rj7_yYQ@td=$-a9yx@aiEuC{GgP- zr82zL)-noTg1Lw>Z2Xyk@rU*2;v|ma4gxna zvyI<@Z2M%Uqaa87np<(qHBDT5Nz`!~m^GS=eC+3&DQKAnO5#UtS@ET&w^xCe+yI4Q zE=jG#VAV%yJ9Ir^x9q*i<@gSkI8jKJ2%&CNs+RlR--tjhv|}e$XxKcJvM=jF#Gw2c zw=j^Sdp|BM=bn;lo`F{-2M@xw3ss6^rP-SdlEHha-1$MF(TCP;!gFeOdENr5D6A#x z3{r&%+})WoKkUF$*j7{QEsKVV#Od(Q3kC0UYY1d6wtMKTrYB4=MED~wA;pzHHf+Os zX%%n;K#QyXYz^QQU%RBrQ)%l9uLKc-;Kk++2tpfrO7RFYPh=4t?YX-)Ho@qUMI zgL?`)8s7TO-Dr^vg{_1X?*t1o(=njzPQmNj>v1f9S5u0qS%Z!bw++@fXK%KfKNZP! z(WmU@4$(1l_kG!;!XvsRQLn$Xe=l&KG_tvWLEO->KLUlT$;sbB_kngOmKffSx zqm!jn%r{V7wnxjpw9HSR$lrPuNTYYf<@TtBQ{`0@`8`g9gS84<@>G%%nr&FsUcnaw zdP(pGqlN8wUovCTTags$QzP#XUILS8?JdVfh$LH@m6CCFmL7$73i6=g=6db<_-oYk z!y#nmu=1<~YP1b_5VLo#o-8ddn7wzyFQvfV&R!$M@763G{e*b#P$A;@XRay zO)NYm<2;74-Xz3r=X2&@Xem{i6_ZPNAHN_0Al+a&8`*}Pr`QYuXXm6ARIpXKK6UBG z5WUw|JC0jPc4u$m6DJN;2<+eJa!AZX(Iy0Jx{n9<4U9gejDE6XHj)65^+F#bg*GN^ zo%~XKR8q7;B?dtv1lT1`RvX&s_Xk}s5s-pIK(TKhk(}kxF`vtdU5~Wxr?qXf!@1F0 z^|EhvX>`4t@4LNusEOhb9_p|J368^EQxs38cXuKIHd66vl4v?>K$nh>=AubjWi>r*w@u zUq4-zeX2XMFTdNr8G8x(LjThM97=D0&=P6bHnzA zqyB4cg83p@*AS5QKwY8RIaX$bRc12&xl!mcdd&Oo#^lFUWVwta<*J1z%cXum| z=8vf(T@Cb#-B!w3Iv4A&#<4#F%E~V$WH*fKREw!!89o33^&`$Itl3|L7n7+3TqL8g zd)N1VtCXEbK^TrWXc>Il4OyRB?~_-g3Tg(t;|qlu!N)bk!b&aQqx z+URpPG@J*NCEfdboa%^~6c{iBUa%-`ioO1E&~0`1%)N2K<0I@z^f1ZnrOm2OX4zYC zdawS1uV?UuSD8kX8?G!araWT|2<-x`cl9)nx5Y)eiz0MYON0KABM;0scKVc( z0hJYP1uAt!Wm0BMiuAhO3Nk%Y9P)LVfz9wY?>ESj1+=fof3ZKLH{WI<1d|SN8)j}X zmf&V14qYu>YBaEVyX@pcnY|O=_pJlN8UfI!x{xHkri-3bX5lNoo$&omGopwU_XrCc zGL7yR=bB@9T#7xyJC2LzSrm_(;gTe-nhN(LeJv-8mH@-qvzX`P->Ni@=;c+r0@#jh zDDjXt$3AjAaV+gUjiTus8vbpNN^^BXM4mw@a@1zkl;Vpa-Wowofr=%Z%I0w!Mfy24 zU0+km&i)f+p5TEe)eiLca6`IH*)`-n7gv647ORXE!1p01lb{9DkpI8B14wP_E4(``G7f{Yg;A ztW}ZS7?XqMO)ls9+!2!`q$z5zP>f)n>=ihI%*O7I%-7mSbUs+O*DnQHA!wD%j)vct z2HYq!`gT>O_CFAo_b)xl-o$xVC*QIzK)b$^^sEj=XN-=r@xZ*+sn}bU7bbrR@y?|Zma1QN?STj5VQLtOD*O`dTH@7zFH_zeaZUYoV{4t0HnXp5P5k3{ox9|a zT@4h9Sv*l+HwK1S>A9aoEet2r?GL8}T~LVGJ!LgipZ5K>aRUGo^|=pwDY*O*T1P8S zUH7G>K|&6u=E5LVMRRH_h8A&yxrJYXvXq+9LUj7_ND?jE^z>)X*o13=Tv0-Q#gC2| z_#Bwx^>e5gUw1wAtFw0q?eVV2`q^@^Joo`y;tNAn?GW-TUjYh2;g;iB9w(-A8=b1d zW0g8`RTYj7f%?+gdJQYaMXbf5QeVaWE>`=b%R$*Z!aFA@T&n}n=V?DoF&Jjpx3a+z zZufEsXQ@UmgFt$s<|#Mb_FGqoB*Az+BP$mOcSv`+ zzUDcA=N&&cn>|KD7w%^8$vYlOlpTHA@a>xq+|M}b-eG5@qtKDU_2oPMVTY-{(N4l7 z=7JwQ-s0`)96);`WR_aQwv5wZzHXJTZaF&D(2C*wA_8BaV8)XWNKXy1LT@o|g96{4 zL^!gc;>rUwDntf~g>9T(olVs3Ddl!Zj!qHuXa|>?7L{+Tn5oMwTDZ)%*qX4Fbp<_Z zAF%t&>&-jxC`AZAR?H*XIKaEL>Ybj8jA4kcIRQ@OpAj+uTISL@ogc+WJ1&>~&|C16 zeldZ@k%0JIWevY78~SXL>N6BhQif%5sCxKw$*;E%V`GmOV(R11zIoX%`d-fVr5%R3 z`75ADYs}0f0X>PWPZ z`GcN5gHJ34z&WhW-Tn9L1*f>E%&zb?4ITPLRs8N-^b2tU>Wu%5$8Kv z`h`uehbWInl(1mTFARwaA<6vxM&d7j2xQ3OmZA~LDpe5Y@z}Q{QtXFMjKFNBG_IxAmoac4OAF#Phj2fWkhts;w0AW;B=naiKK zc20IYO#-EhU~Mn22NJl#bVd4G>e)R6a+DHf%394!MR*1Ecm<+(LXsH4n+O^gT5Gj@ zN-+(lF(rt9PmNfin=el>d+YRv?`a7!c#26z#P2e3I*=dk|2R}$FL0}2P#@%ZjWKR+|75Zm*d#K`##ee>(sJ;N8a@l7 zwij(+6y*2Z3`*`qw~}%4&#aL3B;|mkL#7)R4VSx$!1{emL-^4*?Z(}>sFvO6k<1lz z{ft8qc8$t3v$v}Y&5%xEr>0ak#cR|Tg(-f<3T;sinYJhPjAuKy1UcQOd;5g_LWYI7 zWYTmuid~ku$eL@sp$cgCasnU7Cf(9?X2Kd?b8eOv$`|97sxkSF^FJRTNi6_+RfZ6fQ*ytgdRp|1R#>NKW-s) zb*ZywBBdDEUT6kb=D%kNxZOUDsciGn>B}EJ1-}Z8^&R|sHrGG#GA|^ybQwKJr+N`7 z7VY+R%ja{w9NHF&9>sSo6B2b>#nJGAy7#T%yp?&x?Ap#t9;d7^uXMYF{SJejs2CkS z>QXz@@{dkeXuSr8Q0|-9o)%wM#Fj#9uzo7DOhug)`XktjC{kxK0`nNT1^L;j^WWwr zA~26DKm&LAqggJafhgsr;hBpCum)4rWU+WGGBR&gc3z^cKUY(PoKY^VApL z=DgCnXk}WwlOLl#~CqdFZ1nAMI77jr2S_7O3q|q z!<_IswJGZ92Zr++6`RxnablJh#$z?9id_qV6pr|sGF-6~QjdbXPCV&$N}NgY(2D`z z#(A`HEr3cgYCA{dY!fgMNUD@Eg&UF9pJ5*yl%$pW#|91B(yJjZaHvXK3@srlxSCHB zdACIKc25dVw8LRese@mVyN$9GFCUb_Efbr5A!+OvB@{f&$+CC+TzYNii?ZJr86UM1 zQ6j8`GGtKgwo+?jv?!H``XOR*abY{Yj>`tmACcfK^vZ?Xclw-rGrE2&5P$w*sd<=w zotSO*!k*Ue+%Sj7?-e69gSpy$F(tj_#@&*vSiELKLUm^c2kKb?hZ6Pl^ z3du2?;@wmv0f7Gi0ltwT literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s2_temporal_subset/s2_temporal_subset_part1.zip b/tests/data/mapinwild/s2_temporal_subset/s2_temporal_subset_part1.zip new file mode 100644 index 0000000000000000000000000000000000000000..dd8dc02bfb04061b91f1cb91558c1ba484177730 GIT binary patch literal 21063 zcmaHQQ;;qUtmHSgZQHhO+r}B&wr$&IY}>ZZ*tTc?dv~8Vm8A31{gz5qM^Od@6czA4 zF{R9<@xR0WYgqrGGqZte>5g~7b|n0HkEqH{zlslo2^#c|C?84|AXu=#<$M@-rMoMi<*o_aT8OuK4_$* zr~#1wNrD0Zf`)*8f6+UIfZyoAAEsr2{BMfA-;-aG`rna=075|j@7Gtp;&1k^0>Y+0 z)=B>S@4de@{4dn0|1ViJz@sL|(<#QsA`Hv}$K6nb< zi;aMRln4bfm2gIMR8w&d%Ix9$?I*svv#jnIev-mr`*v%4M=36_UhAwo(6Y~B?gpu= zlE9Ou59{pZSs#&7Fzko}!H8O?DgrC8Roq)f{=4Hpd`Te>O8|Y;lWx$Z z0UP&?E0+`gcnCFAFnZ}k^)}UT{OP_HBTOg;tOSLe2A(p{QqFit-l3(DuC9G3u(kC3 zkrhY-w%X52<7>wa%oFA~fz#>aMQhNDJXp3GqK>bL&}>5um=hISPHw|EIK+b~e2);2 zIPKJSlBIacm=)7n^KAdPdr2e(4=HEbdtHZe*trW{5D_5YKXR87Dpsv+9Ghasq8S36 z6N2}b@a4A#<)tHI2@X-XLrwt@vifC(_+V4_Ne2MY&+2sbq^PGH>WFBe*zuB9WiR-F zWMKznpng%R{w7IRl0(D^(z}uF1lDj5u$q%0s$8=Jr*YUD37fw-&rk_qsWU005Sp_n zuJn}#2t-q~F`x0rQj}2NM{>E(4#v0m7`HPrw9_;v12P>GZK$LBe`T;sZw@y(wu2QF z#{V)Bq;o_1kIXc&4CZC($0kZN`Tqo{!JDL>~9l zAT0mFRmC)kIm$|KFq}(Gdgpfz+=-#(S9Sp3h zwC$9m_3Wo7Y>I7<3U6_-3I{4I$Szo{(*z|&?O@2H_yEmzC2;+V8VanHe(IhX9YcIs z9o$nvzgJbi2K-R}3d;H0TuQ&$A%7VEY7!{GGg?zrsOnj%m1a`~YcnVrswKzSH}fzW+}53<)X zBQvrbF6YTteM`D7K?rQ$M_TZoMMs$jI-3cmdWIEgZf%{}88{fGK3Yf`D}4iH8Vc8* zWlW&v7r7gN?2$K561~R5xmiz`v4~&|E6sI>Lg>X}kxOO_sa3iMr%KFDcH-_}fIRUh zILC!i8RFQJAPdUA|KgKcmV<0VA$e@Ax}u9GJw8Xbh8udgk7E!ll zCs8Js*uOdw4!0{y;o>KGmi0D`+?r5;D6`2hkhg$?yu1y|Q9s;86C45D9-iWE-Kl6x zZJ}q5I=B$3&VYSiXkIPsz7bIPH?Ej)=hyK7lkv8ip7_EX9FWTv)2vO!9;3(eU7GCO)6Rh53{FQlQ@D(md_%nQ^6+# zcj0lbH|dMvj~j{UXA27Ye!F!?Un)Dcypdh53=;UuowhpOG4TesX*@Z9ZaBqc7ei~> z=*s~JB^BYSCynz`uGE!0hu0qNj#d@-h3!kN`&4CX*KF#@a0)6DpL~z)Ps(Lcr2M}z zFC46k;+EkU#SPuRe*BfC!BFUuR!I2E&lTPg8$km3-3Xe>Q~uuoF03@~os_ zvnzK*B_kWkKA+MV4Ii7BhVF}E#(|uY_?Ph17tUnwAdBd5VGa->uDdyoRxS&gzGuH* zHyS33hjIq$GI>_+^(ucD&fb6|9kd(;tf!#ibZh-2be`g@Da@Z|o-kjABcd#W3d->b z$8a~1@X0lz5(>qO>kO?e?2BEpSB~?uRhvKDFj$P81zB1Q42_*P`G>Zs87fRd5N&n7W!I%YC<}FrzllA4+4>v`}OI)p3PfujI;DQ-sEv zR%Lj82viuF>G^JYPJ~{|+}W1W8FTKM;B=Fv8|9e|FY71uB6j0h%{0Sw_ZTBje>cnL z4swP&g;~lN8_5nzPN+%)JKK#!W%(6vYwxG=e&|Tvkz<`>K4;hh4D+9>jHIBI)r9IwX}sGMxB{$Is?Y)a`XKV_(6Bl zF3i9J!-hjfb1e@f6$JxWX&7HxRJxrqsbkotURhj(BX|~8FeKihf8QHsKf6`Sg>Gj- z8Ei%@{a`c_!_(RgJNwnUi1^%+OP>+4fmGF9$C6gu!083inR7~BvBfA$w(zG{t}^%8 z!&2*#htI+np7TXR6=OVslREjEK@>!nT%e`1D*4Y+1vYo?`t2%5BEq@pLbHqivk`M>rjSyyeW=v4w1cBl z_uKpahMm&fYozKT#wfpFN@pT>+d;Dxzk?ubO?{fOm)*9wivO4cnj3v*cLqkR* z)GuAMG-(Qte7vK|b=7YfRQfbva0<7W!?6pgE|E=14fD|D*ZH+P1szBo@_JS-x?^5B z6lEO?>B(#xz6kao&np)JIom*@i7+>Y*kfMu+T|UvwQxz=R@tf5%8!dxm{9>gUxfus zPccoP;SWmceE`?SjDCh-hw)9wK%38U5$^7@(_*$AsyUXHSIy3*JZiOY^}UUr7Hn74 z;I}vCKH5Tt(2e5?k~~v0@IZK}2SZLiIzk(hIYGMr6AOCV43U ziv`m!DM*9EICj=4H^!30GS=ZwA=d-(xz>jc8saJ-?NmY&vvleF6=n>z{c}cea4NaSk)x@Qhi>LPQg^3mLfU#sAs68-U+CGo6<*viJAu zTglRB--odZFf!ov5}ikgC#V}Nka;0omYW&^QNtPosLIAbx#ITb~odV?<=ai zHZ<%v&%S=TOXTj^XH|EP0>oYwWXnkWQ?BN!d{tu_%M_%D8>jMs`W$;l=LE;`G+I`^ zvmDlwzk9r~zurk7ai>tcUyd)_8st9f1u7Lb`*($r898vaW4L$86pU81tluuox&K^q z>1a<2{}m5zse^Vu2JD8!qf>+fIq!_Rp(oJu7|n><%1w6SVv)&x=<8ZK<5P(4Hs)+! zX@Sey-l*DB49*82X;I_IpB#vbrM~(pjD3RS?U572AVavf z<(wb7)1XV!-C0FFxtuE4U=(Kv+lb1bsEDQ3tuIFG<<7y^b=}IHF^^1by(+Zm%nhsN z5^m!&3<}`BtNJGD$+?_NdTU@*ob?M7!RH9N*$wR&i$6Fhr1XrG67fDSB$c z09(s32y-vBt8IV~_5*1CSE_TgDxe#}VPwRrGLK2v8{E7$&>jBpgW;{Hm!vy!LnO(9 zf0qis7>)UbUGGQ@w{Uzf2RpP+tPhTZwx7F(u=BF)au}b}*F%)P%%F!8;-F8y6O+ci zj0z$|un;qoK28k3c04`$R+V+z6X#!WwUz-D=o;w=#Gt!ive%bi%bLbViei!J@6z_s z17D=7xXm+UpP?Si6k}0n2dckqCtG79&DX(OV+aN`93%xcPH*vMx zHch%$-=rS6w@fPzKzba%F#Yq0wx{4Jc}noyAjqEne1DDr`}#WFIBv2NNAuQV|&E2hIn8>dx0PV>tk(@ zI2li4p)7f}?;MAEu;APv|2oByo)QMYUJV)~J3iIN^0O{}-A_gnS=0ekPax5NmPSjB zRd8x+k`r^ly0gEJ3+rEKH}#C>bi{(jD99BBF+_9^xScEi$CcC9OK~=?z~*f3H|P6m zR<8N6iZ)nE@Vn*&x}^-bs0%wThy_hBe;LC10^*<$1iXBtGlP9TS76h0H_w0aKt7>z(p|cP}L-+MPQe=*n6& zs&A$0o4E5f`#x28g|ks0�zv_fC}j#6Gwru1C(d2zEE6wb_OeHQ+XM{AaugsU;@3 z;=6HIR0?R`JR`tMm z7_o)fBMftyi^~J83BtAXrPZKeAlCR$Ly@ewu|E|2t&>|Ib8UHx!(Mu!EPp@~M}3?o zyCr)c{w0OM>LM~UN-T`Py~hcI?W3sXO~^}yh22xH*d#epFPvdUgbzrv+GzHs!f_9F zzpZ1DpQg{l%y2H}=qjS9=mP62^|B2C#=@k`r)9$m!R~K!GJ*&jm9i@- zixhxmzF7dm740i=LwLr{hgB=;mFMs_BO99HHzgmiXqkl^O~=@B?MW?4akE**){Bzi zqnm10quBK;I@|{2N9{Y)VZ|xEiOo8v2qVcB&1T2ucn)V#N&ux#^FrNd5~WYue&MON zMn8Zs!BRoK&M359Y=Uj>3v(RI);Knc&IEBY56&inW{F9KV(HK)=146}ZlI)zGvpZ+ z4XyPzHC$iQc$O`TU<^dWGrxR`Fk;XyQu<6j*&mX`i?=#4_=_!{|Jw%DAg zSgKoecl*{bj*4v)rLj!XS@@_ z(v>VpGM3Y3c5iv(jU=-K{c<1s;31A#H9J_sbUQmuAw!Qb)KG`o8v1I-N?J$G6?J*n zDIe;Q`FKCku}5PlBIhcS%Hq2!qzZ&2sTV_+_=Y~iqM+VbQ~<)IY+nQnqsoQgVrB)A zF0r|j%+Y&O?1DzBQNMmL1|%S6@DSMto_b@5cm0ZCLQ{smP8U`S_{a3Km_!LD^y&gO zI$YEJ{G-L&?HPW`pJ$mhvM-y3!Vm779-M!`wYg4;ytK&wf*1ow41+p8_!K4$5)3=x zJoUYTgm9&TztHWdc%@CMiIu%yMt%O|j@_Gl#mU36KmLx^pziHGF=VXq%Bo#8~e{S&Q@sC*JDL<`^ zFWRKW`QF{FyrL-hD_U*DjgAYncFasB=2xy6X3Ao{>QfEI$U_9G^Y!F4=_h6lmP-VU za8dVUwOm>tn0)DsT8cTGlkfH>V$;!{3!h?0Y+bvbnZYg7nTb;*B)nt z?^ECW2!^~akY-AcMT5~PBDE;qK;{_SH*fhN*S9s{}q6(IwL zHoAeQ%^ac_>mfkN8qc@1$Hq9iiEj}eYQ6TLB$P>t@9#buM+10sEiXoZ#axDsQiAktSre#qe;d9tYt&0z6jLUfOnMUs1W#wBQicsEIJ6`6_)(r-+0U`bd_o$2u_$ zb>_;b#ere}!ain@d(6hs8F+@;vEGS{0ekI`KdfD#3!4EntaCD&^XcE4KLr&&|q>}4T!2@KG~FB26ViY zv-$Q@hF~Z(yy%?P-rTJ7rHK`}8e;{ew}(gM4L8JB>M0%>M3sR}&zAwSi-3n`D-MUZEe@+(E!oUOTmQP8FMrSFh0 zXH0mH&Dr2sn?de}FK>OTUPq?o(n|?CNt(5v(UJC63Z&rDuuJBfGGlCToDmG(4)%v* z>|Hm2maUejC;%$1Ix%8-b6rF%xFK!tV1o7?&-wIAe^n2=*2QktK!_VF%4>)*t%(s` zwI5wGD+LyCqk82p>fX2d;x$P;ZEHpZy;lE3UU$o0 zF&aOI_GVtV{lbc537x!6=pyZ+YUqOAVYR&Mr`HKqA?)Wbrs}IJcMf&iHaD-4%*eV5 z=KRPW6`2c;=tl%d$FIE!zp!bh-5ZbfS-jcI{LRyGS@tLc*H@Ub2^239$y!qWqW|gE zOX=~5S3_31Q<}4=n;=bRt5oTimrXs`7lDWOw-RDW7h7w*9pnzcd}9N;FmS7tsifqN~OH zS)amirEQKwF1Ce}2RsV4zP}UGU6$wMCBwer+=MteeQ@AUcw7k9_X zK_a5TFig8^GJ{M|ZccR!I`cxgaLLj??^*u-?T{J;CPs3=s+$^vAPUq34NmsN7_feY zU>d$J&75%yES49N;W9+Q9my_{W&a$Ij%@*czZP@=?v9)^fq@_MO~kE*rSlu;P1!KQ zlw|c#Cmk!%a~F)}R6&U64$fGtDXD}|FYdm<;l0;bb6LAEpRI?Q`=J^0lZYVI%&xo^eikX`EGx)yZsaSv)#zQg!)LTS16e-BWoFDYju zCJ(w;4mr*1DYau|@>u(%1iDmdAXOnjRe9lvh{M3RsB3_fljuwB^M>em*|Z1DuRNDg zmvt?P_ELkIeqBER^*PC*kYIu zz536OdiSgn`diP(B~8gh5ItP-=>qmw(guv?w|S(q^j#sjlpv#sFGE_t1#S0g1)gLq zAmj}m@&5L#(Xswo#yb(m&h+K=cR6TIWRZ;^;9U|YaR$1~YC`v(8d+MhW4g2))U=q< z3|yVuk4He3%{iPx^lzFdZ1i|THymH8C?HxU#9FzJ+W~18+srN2-LUMTa-XfCkj_8+ zEj6p39%oSV!FL1<47Mb7;F++S`;h$IKLFKfl$YLe&pKj~Ute$PM$NbC{qoGh9`dTK zB7W{5iB-PQw>Cex$owJBzk#l37+pJOB*r%7sFCw$@44YcRaa|q?4d~EZY%dlLU|Ko zG9tiNrdoARb<#yFyP6F5u@*O)oL5Xtv_>N(#YGqxo}A@BEQ0LwkPHX?`(LzfBZY6U zjg3vVyRnl(6nAT7^!ZW5lYLU^=JF+jW!#@&Zv`tL4}VKu=8Pv) zjb~5J64dXrAk3k&i=j@$hwtBH&Qm2Ldc(59Hy|En10W7t8CefS=dUK9*9E|bx*XdM zWd*CWpk{0LA~n+2Dh~{ER*8Y`)!jBx4_Y`}*7cn0d(`>spr)OXZ~T8vGx;{rxCW*L!gI->xydJK%grwy6F@jvvWkFn1o3KdpQ}stlXwzt zulI4wMK)3WC`72GCYJFUU8^g)!S?)c2mmIocy8=;&Uq!Ns441IN3w}YL7b~QzVFPW zCI_w&e!4NMe78x>G9?H5Hcgmt7b#2w(71TZqZiAx-DIm|9KolSq|-TFy@37oS#v{2 zPV3d6vC7&gSv5}um_4wK^;Gn>kb#0=CB2i?Maz|55DkO&0S9}>NzuEZD%ENCh{$z3 z2K_AvBOHV~ofLa-2Hf8x7@U92kmF2+NAC4`M(RJXcxy&|hT|+Iu7GN_1d7T7&+*!) z&zL`t+rKuL(=rbx5ywZWlen53WOVh6<~%zwrp@Elh#|l4XtCWOvU*AQ4sT z_e*svb3z4Kg~Y#Mn3l->OgP|hNP#iWjc(!1W;a|94wVA9ObO%%thGjgM|MQS0H{-i zwZ(r$fjConIt~icbd_EJut%MazSF5Ka~qx2tog#rG5b34ugACY7*m{zN5ghf(}D%K za0Y2>Nt(=#u8b%ljOn6Yy-vkAupTGV84IAJO8uv8D$EINcV9=5@5pgZu*28FN_d;et*OjE5A#7vF*pY!Zgw zK6wB#B3z=BxulLnEf(8jOJGCGe3Ad$gQUH!$Cv2sp`QbU2P?ngiP&;<_51#*Hv+){ zLa||wLJ!013ixF4t(cEv#`yEhOiy49OIN|akM$q?59(}&Dk+`~Fx5rEgTbj|5!A*# z(S`fBOTs859bF#4Fx3V%?yOk{W~!*B^_n#LI4MM$Prof}A+0@@p1s!xBLiKQKggN{ z+&2K$`ALf!YVW@#kGw7&3RCB5d;dieMEtLW!x!3sk!d&aCJ<}c$qHxi z5M`kGNDCJ=!3S>gl`?52bSjgTMXG~K>X30K1Buw+dNv+UKN?`44@+gT!!GqU_u@|w zbLnNa(OU4p7@#p(^77`ogc6>2a5QTYYS}me3mAMxtwZ6nmhr-b25nEC<#j;Dg}30 zfv4PPTc@gmtQRu|Df&UScwTiRv>x4bHvMh&^=QOCsOmY8Zd*!FU<|9AI+ikYkoZMK z*+)hDJ=>P9Ao{VO+9gE&#|fF13eu4okBQoi0CaJL9|Vhd4jaH7IJ^meV3Z&9I$?fX zTyCW(JkdQ!Bmi_iDf@t#8d&_zqifajCO10cK z#1+huB+JPCyH)1|?R+pNK=-F?Y3RA08B#hR4DGwtHcoBE4YWPJ1ESmX&*iudbc!zC~-!E6}TyrgzV)!aS>?7mT`odB82c? zdPn!gY=I0JOy2Su(5P{&8td4e>n4JDM!r9Aq(3Ftt2%7US#{7CM$OpeL1$Tg{#-W4 zyHbIiMl+olRGvkmj5m5QgnXd`ZFi#e>1!#GQSR*peR3mwJ|fW`6uBU;GT3Y{u*1!_ zQ2sL0YN-yRV`D7OAyD;w>bIIt#liC7ocw;M7bfO@f`_*RsqJFkGDbt%k!sSad+Q$^B#tQp3IU*-y9lgiPXuY}R$uq9kcyOt#^KUfBehi5 zNR5fdbD6U?tc;bDt5)PJ2#a9tRc0KJn<^BCW#?AbVG zwl(LLSf~aZgxg~wsEEWNJ4uC5ZO3c)RC&6Qd_x8TCJIEz0KZA{~8QQ1{G7LtAp=6_l zna^G{IHC7gQB_C^-H4O_nyK2ucPwyqI5l4=g00Xl+>glsS@IXr>wQq)i+U`d(SPc= zoXqK=EuQ6%uw~zbdywF_M0p#DKFZsS&<*uUz{iV8^1;qo$7r=|9M5- zd#P^NO-(4mBIvNQos8UAjikM3cWQ0X(Au(o#me5NPT=4SpopftbKn-s3>QRwoHDav3$ROGcf5T|$i z6sn*o-c6j}>TLCZsc5@2lL1AHZJsW)>qEC#sraoORCLn<9ij>j6%e5x;nY^ZvZrqO zGJm0|LSIjUg)pQZjRY@j{L4;wp|4QPiDAx~D{0$+G7yGIdltTK>*k?k zCCg5SXRyuCZX?kDjbB_ScCF-9HpaV5)%9_MN}E~DwGO+46fHl_7HUZi@u#K;SuuTl z!A=aNUZC97D1^9bFL~}C@${K)=!1wEA~M*ugVrGv62HIotJE^Ea^?HqKkeH9(!=j{ zuLa<1Lx}n-w{{(CCrpyc2tIcV60E+}0B*0)OvN1}?dHIMs1{Sk;$6xP>@3-opoc(M zFOQ_Il@(t-xO?*}^Ck|rbLO~=H9F80{jcpDCqlfuqrXQ)KrZ#2 z7Rs_LjH^4C(zb%j~zIBIH7P8ket;9wYc^(dFR5SQ5>)XDvXa zlMzMu6PwKj@NrTko8)Gp{G$_yPQ4SDoKxCtig6uAlt)Gp5?|>;?}9vbCw!nL9H;sc z9zQsKGJ9urMsX`f%{>3^nmK_-9441UJ&4nKQ0Gc*O$ii8yl(<-K)|dTJe$ zb&SQi9}+HEYr;6aUSd4kV4@AZ5lCA196rm{=PoxHRwTOTDgew89n^XR9lPjUT ziPJ@Li9!?1952|^z#P?JfIfVjkrW}bdUl=?qs-!h1oyT&yBDq{k$+u2%{SCSlfkBg1Xj=On}O1rDfbYgU%T=euMk0F-U!m3M%xFW)*a-i+rESI z{7mWGzNR!D6yjY9H>-uQGOat4Z|jdl))}9IfS>kV+~K;xQ10D^qfE0tQu+=+ArEK> zsqGgq0+pn+e7h;N*7){Pypj+?(dEwWr0xf-@N16A90XCTCBjm~JxU}>JaJ>k;@mMn z29DeWF0*775OcZl)QdPPYS z=H@93wezEiO<1+>ZQ4?$g!uy~-dgW7}F_j+T_0LXlWZT4A%SlQ=(!ASQyk-M$s}Bb`dR7a?zu7b?IbY6!$SA4fXnM2; zfdhsE(qf5}xVnLC0^l!~#o~1D=?6(s{iI{&GP0T5tNk^SV%me^3fy}vb?*=rb1Cg; ze^>K394$@_-s})Hdtz(CeKr60*>7BsLkFI%1?#?>6<)K^2_weFipKjNZj?X60B%lr zVw>N7sK@C&TyXkq6$?9FAI)}In#QfI;I(;+?kyA3%hJAeRCMNjJAS7b{}pz+an33r zsWM|uIF5&}te>Rz9WfODJ8(StINz`c0}c_{W$h=Krq7lxIoWzO@%-SR+BS}D-I^;8 zRV6scGuU$m<8we3%-Atyd%9oSbL+?e%qK`-Hsv)U)4wJBdD3g5;p?#YxpD!!^*uk> zo!^WF9hHq5>5Bou1xMzN4i%d~d)hQ;&DWyq?d3hL!Aa+WM5|UCe>`HvRl4mALInOL zW(Tq29%vzT-PC@WD+Ad=zN7uE&NpTaY9D+4)8cl;7YlFTO5b^Kx4_ zB+2{MKv!a~|7pZ-IkXxqtr-{w;{{>aoOCswEze`XAp&cICkKcb*ACBRpv z{@ySrO+=Wi^4t@)2n{s)pqg9w9z3aoJZ7vH!z4SHOpBw#QXroj=yV)?3E}p&30V0j z5+`Xbg8ldI5~z_QKp5nxg%?e*{#ai|2W7MQQ}#jVBvnRf#3v@VWBr>7_ehwM)rc}N zl0sKBkZS1T{oCdtI%&9F`IMtiN%MinrSk-R1@i86=!?+$h~2}|bM?QyO*P$-b-T|{ z41Ea2s9dCSuBR|l1U1dD_OJ(zut=f6YlfFKnIroGm@;y_XP{>hIeWT4fkX;1!?#P0j z*maZ{`T}|*QJ{E@btxtihLiSZ$!Kh4TkQ$_p^hpo;QCM|f>B2z92^RdmbRe*ssh_3 zdz9p(`iDY?<#aUgWb!S3TMK-;=${7MsmaMiICO$eN1llDd)&?134|{6nq8G(^8?4F zgd8W5{E#Gb_a+=kjJL%J^kLLj4%iqt{Y!Q9mu80MSWH(O`;uiEw?`)K^!B_T`w9~a zU2)I{H0d}!J|h1#_-#d{U*~SbxQ904l#*H<){S<3#(2rdivy3SSi zN_60IC7SfV!8rOHXS~S zt!&ds2R~JM)#mX;q0?>60xr7h53CeoeVi z8OtcMc%U?$-V|PmnP^+Z#e%!xLEu6J*ZIi)No)I`&GyZ6;pPMQjb%pWgc~nTZTb7| zBFe|ud?oI6AjDs9|(20 z%?5PD3QWwSlfh0-5iA00}dTD z9j0*jR!$6>M!FdHY^C*H@pT;Nr_JjAl1rb+cHP@i1Utu*`L1Z6G<4fMt_B1#gAh8$ zNW0{T#Jvb8`~**#Qum2ursK3~$ZWRW)1J>F#xglMeZ#5)72FS4p1KRAT1RTjf|yY> zXy3PIFG*NsWy9XbC)jjrQHu?a&(@K8526T)_XFP??D{tby{2~ue0BlhAI&y&%9jIY z(1yw2GK^G=BxdzRk0SZZl@M6eEpqcIkg1x@wq4z~2LH`}i~k}Tba^(Hsm zL=ES|OO~n$OYC9c;^sX}xz@`?HR~Tr*sVu18LzTydZR9! zP^Lp4CkgS)jmxc&E$4AX6HqOlodTlLN;2^ zS=?*&Zq0eV`TK$!ivtc`Ty>Phc>er+KZ2jvi-<6b&aj>f+geluM(i|E;f^bv{1_HG*;_A%4n(87Axqut^g5dC?VyMFFY68 zOHTazC*hw~_3lEzR0ggciU=f8X^WU^fZVGu7tLUG-)# zJ+1PONBP_kAcXOZ%PI3kc;c!Lx`g_!4C9V1PX0}1JE7PyjHN}8WMS0>>B)|8Lo50| z>Tg?nm!)xkXdWQ>$(eEdri%;(3TQe6px&5fhk6oX;)%oreYUzl6zmjahW#)!+WdT$ zyM#+vJ9U;5ceYOgKVoH9)}MrhBT|5FX=^68?Mq@+0S!1AmHE|9&5dhyYR6kR1sc4p zaJ@Mj&b^L98L%)W#F9P^S|8XYEM$7=wxZlQg2dWD2bEbd@lg@TL(3LZrS;Z1zVvW7 zZkVa~?qWxSlhYsvFSMdeS+$1i1Tm7zI)gT~Y2%@ZKvPjL3R3YHT$&0U`uf7-$b=il zoj;0FmGXr5$&M};5Ozro7&-+QhZ?NoQE&`n1N81&{ zI}ejf(VWgSR0Ny3^*DZgsn#pa^wMC4nWCndd{qvVI|yhzIC^%83Ufe9nX37ljDsgo zAX;SRQEs9=KddmlOq>4M^+==0F(4BGWAaKyZL9&KCGoo@5$!RE>_5}#7^4Z-BT|Eu zwH2;p2V0S%@&`Ze$n|fWf>#j^tR@kIqbMx1)sC$ae66_7lUf$|r908_YONqDD&&zV3Zp6o5 zFW#l1LR%OF^?|Y08*u9=vGEFp4bDuT8f&;7^+cDGeiqMOTnPgVrs=x0NAHgvr{+QM0pW8 z`c&iQv;DJ`3pP;+wxr74YUv+o$$KX}sC8mj+x1~aEi6M^N*tydTME+j?a&xDk9Okx4?)ziL~xs&ym z)TY|}FlpT1V`FntZ%aH<(#_4@zNbNmfv#TNJ|(ca;tE@hkT{Jqx;j__3&H_L6 zpgV^p5zI7B-$45128#|+>L0u0)G2O!clYq?Ep8>J!M+UD>bsxLzXti>!5`BEw_1Lr zB+MLtRuP!uiF}Ij`^~Ofkivg()0WSc(TRZC&VUuR z-h1L3h0q%b3Z2?FidfkwmA+g4^+-(?kD}obU-ustN*IR$k6KIT4w|Kf+HGC1rpjEp z28yRb$G@D5k>Jir<5gn2*1GdhxOB=(l+ZtJEyQ}l zu1i|$M>^Z-cO?8s(R3rXV0B)aS0D$Rkiq1@r=kWd1x>Vu^2#=~7fzQr5RS{|Pxpm6 z69iAxe}U;^=_hms7h&s4=&o#)?^M(9;+e)PhPg6dk-U3zM;36jmBbVthAL}pOWO8v9c8OPXosnOeDy` zd}#vjgKRHjFV+9b_9#8a2D&B9ZejKWmkrf%1i*2P=yBe=NTL{{1AxfK>q|tm4kCv( zdxeYG(=JSZ>2#H`jbh$I{VeDh?*E&*U^f zFPqTc(PLCTdwdv@kA!5j6X;|fzc>@@Qr0V0rcn$5^g44A(mFD8jn!~iBSKbQVPhr% znyW|FLvvY#La^}4G=b9j!k7Ifwbs1yFs5C_Kuoa2O1M(`-v992)_%Q32pIv4!ETq0 z!uGWBS!QD5<5`APmgygki+=!M1MKj=%rzN1jk6MI$CqxGg52}CGJE#!@)xnEdyIAv zJtiy&B`ONnRNlK9RTPd->`5jlNv-@h&-Qb<$C}YhPv7znYY}vkxSjs=J*s6IT=k5W zQz08ksFtQIm?a9C2D12dIJ@711r@#jId^_)m~dv3fiX|vc=<}+Z4@a-b7hKxkrFmePe%}5_Xv1ytt-yYr+A&jU= zRrJe(b~z7(^>QBM9j`VBKamkkF511H0Mal{4SnN9+Mrq)u8R{2xf)fGZBffn;!5_4-R5W~)lPz>b zpXr$cbj|DTe4yUWw~q>gFm5&*pdEv;RgjV&C@Dwmq~u9xJRwI9jdCrU3e6UgLoJ@n zoOG={XI!&`C5J0(&K+V(zNC%G0-Yz&y(;WMclIJ@nY$ZhRoJ3|Btl$6gD1d<+#9+} z(M;fAc+<+lEDIhY#C(nllE2GLccj|5NdI1?!^pp*BYhMfu^e##=sKyZd$nDLi8FP8 z>||wB_4X}_coV9@Ce1m3Cr$5YX4P*Vj{KtyfPx8qp&Mk+r434*F-V6pKH{|#lGXqH zxiGKJUFV3vo|75AihZNO-fj#N&uGR6X4`59;Qv96g$_~|)=69qVeK{b@da~t`do=A zJ)1SxF&L9t?un=R6ORTJTb#O3Yg+U{0r7wOxT~lr04NQ>1A++BB{hVEAdGZMhje!g z4U#gXG|Yg6bV?1NFm!i^LrZrfjkF^mFvPmMXWw@B+=qLg{>S_Fe_Bnqg&4>Qgv~sr zG-e5`Xl{Cj8Ey6GHOyYSqm8`mfPzKT_S30(Lww!{OH-Wpo#5Y^V{Y2}EPV4QYczj2 zV5__5Wo_X_LLxZBV*#N%k)-eTBM^+uI`+8=72yJcIKs1FOr$DI zzOZ3F3KNlr8%QfZN^1;^Zqm1z*N4M;h?$a-$d76d+R5$OQ@bE~#n!XXMh9%tniIpT z0}Nv6W{nf?Xa#~u)5+*lps8Wod!pegCzlr_FKhOls{RJc2Zq?;^SE_)jE73l)Hg>t zJ;}1Aia((pk#8|4>x}C}bc2a<$Y(w$@r9YOeC4BnFcYo4_h%yyUd)q?-+$I6q8!_0 zykVR>x!3ntO~0eG^Y7aqJe@ZKsWjE8i{_?^Y<5}Lz8JPUxfx=jt0(F$+-OdYaZ7zc zRRBduWfk1J>HE`$W((lR);4^v7}eW93p2uj3ua_Qx8ARplf~RmmLG8Zc!b6C)@;1N zH=;DfJoyZ3bHqD4{6>C`CRt+PMD$%>M64XPHr{^sP%Cemk87y!pb1q)e~Qx+NKUHGB%dq?o-+U2bm%!JQ9zB?+TxGuSO zWv`02-+h&~zQ-ERJ!+RLBkSuycfOGr5vj3#OEt~$F2`WF!`&9F85|{<#CwO_uiq7! z(i|WhIX!&c8eF1f`>1%l;0KvBH%ZHT?$v#@KggzMv**|ol{|51h$Y(~g(ZnPL&zkBMGnM(JMlSF~@Apoj*wC zw^^EewbO0IOLlC;OX=@A5WoKGx|VrPOObPRKD=t&gVp>My`pQJEA)nE;BfTp-Ak2d z_pw~daja4+^zDB17HDRfwJkV*U@y!Q%!JNS!Rs|<_>INb*d%k3h)B@63v4UwDtgx5 z@CU0F1rpDjxOkPA8&Z4n;o>tB2f4bpJpQ3@3l%FM)J>--?Ohx#0k635k>ta*K)_r~ z7#+I1SWVOfJ=qJuPa0X#S8IBDxP#R$<@;ICDiIUU*u+eCYQ3Wzx&&| zq1tVZ87^3+!hvsNWYoBBSsp!MH(0Q1qzuGK6Be4ncph^~W?DAeKnOEqB3qtKI#+EU zrCX6Gh%Db&4X5NB0MDb0kgO(&4P04^CQ(n8R1@297=1A@lY|7#!B9rsF$a=tUw9vl zN@0*sWiB6{Ii2?Pl48cFG5j6B7xPI2_JWjhrzl**9N>q26VY|lAI9&nx&Nq%FLk_p zOud~8481xQ12iX()Do2P^R87YPz^x&uPhJ~kgOcQ4n0aTss+kGZCgj|KXBv`|7wEi zr7q7GX0|jBMS)+~!&25_A5T+ttjH_bmJVWlbXV>v8w1~d;!yh@1IbuBsagO83LY#xcb+DAjONlm za2$C$iY9T#O@~a1(v=#exHwW?`*}e8dg9K*bxqza40~N`&(xpjsdZl) z64Y9=p+TR9+znYx%u)!FN**}>Q?}@Va-@`zhH7{~1h3VS!uX$zbWitNCGb8c7cuxFK zb!t0dSI{a(A4GtcA#GXJ*`8#EU1?WPGg>KC-1pfgwnIW-*W^H6v*QVmWQKjQt@eiK zXE8Z5L(i1gq4XVzDoiBVdhA-IaW~~AwQ$B#Y3r5Q8p{%iwO3CBSYUsM*;^&_KNrh*F8*cxF(Vo?fA6p!FT?eq6sEZX z_{xoQ0+mXil9#O1h1cHK1=w_Ey?XX5bz4eR$jNoVzDOnF#_KuuhdGLG*AT-W(^yiI zUp8X=lW-~1-DC&ari6u3cN!XX3b6LAv4I`DA95D6I2#}6*9~g?;M>|5geZ~SM&pAr zOleL2mavL;P}Y~?LVN;*eB7>lls4_!;~GMXnwY*~%J;#gdmU)r`1v>CO%w5Gtrdsf zE;JB9|B=9ETd5I7S@X&r1e4%?(ZwMUd&Z1v5(mbW_-e&nNJp79ukH4aSYp#*_tVoR zBC8&9D|K+wxBf;+dtP`7Zzqh$@`^Rz(J$?Qm!hV+IJ}4Y4DJGp@mUa2!*DVZ_1;&N z&10ishlYiezcCE4DEuHZnfs$;ONbBhgjH_`&|s}Wd?qOzi@n|2B>L0RBnb7Knm#0k z9eE6ur9NyKv|RSr%QM>AAA@c*Qk`*2=Ie%zf8X_>MtCe<$p}^fL(>hMNbtH*0_?<^ zmU6ec`Kdf-mE6&&x!2yk>XxX%N6F!G#_FR2<@;xy0jeMW;wg8P5Bcko zeD_ajYk1(esztE8jJ$W~golVS#hlNUkbi za@wB9I6O%X_S+pwHbw)owe?r228wlK7^f#N!!kH%BSI>>IJM3a1=A|GFW$HcF|=}J zWyP#}S6s+)ij)d!>M)>qRL&RDKK<&vB|(jI_=tlo`1mZZV!lV_^$TGRf!m-t@53ua9jC3dv+1 zyE5d@S}WsAKAgmr?~8xZ(A>rPXyovBJ_fgbsogEfWwR1YsaUx9wAs3m-}lXO#VFLz ziCknrN@hN)YGK>KwLe1B#kNz^4Ba2FmuR%fWxD-N6}w^?3xfEqQt23e{&}`C!zU?H z)$?}a;B4%m4<&P$e7RPhdbsahv1uvw?c8sEA+GArglxSW)G+}wk85W_z3k7FLLmxX zbiazf$xuBg{_Ik<@7krzc}A%dIMdOPSvYv(FF%214WW}0B4@kZ0lAc2ymnleDU~>0 z#Tk0_t`#o={W{6-5%k#1M&VOia%C~Q{xS&hG<|eR)9X{F2WgJ`Z-@q_;r=$DBb$mj z051pFcn{0RcGY1(K9R-&$9NXFSzN5E9nr`vKs+bR7fy32{W8B$7%W*>TWM(Q?(97{ ziq{Vp3*~y~u`RAB6-07W3kl=eG~Qc>!1?bIEHyXpzIbky-V5n8Ze2GELFW1MYg^Lb z8*MA+7J)l+qRO+n&X~Th`dDPF^flk2v9b(FO_iqR)o&!;?q>gM-^A;G>yOr!!FUKn zAX3c$C4+wVx9w=ENC{n$Qe6te1~d7$+(t2GpiQf7K?U6M46B~PV2Y?jOqQp zbu1Yy>s%Q0vJY1hU3n++ReTd95E&V}=2$WaR` zx5?Y2d^EeF?-=r5gpcr276-mr5e#w-r`Q} z1j&Iks~z{gVVCf{M8k;o{-#m=RU%N1Eu)yV?=$+DM+&oaZfly#3#{Xv;-5gL-v`U* z46L001`qOg2gM^8>#X={V#TZ!+zx&aQ|7i8y;qWu_u2*!Bx4YoDfN7KmqSoK!s<_~ zDMkB&ZyP66RhBV9QoNy^3ARlt%5hIjn7i`h)}RE4~lOcVnX<7a?U=nK9Je{bL!J#Rs^t z+?PAB&mST6X9vTsvu1Vzii@U~#&8TNdw3Dak!#=Sw&*92pNMk#w_qFp6+jgw`7iCN zr&D4FSCJm9ZP8lNX1uOR$Qdx?`e$fKv2-0z8rBvqk+K%!kA@N3`FfRXn0OIGAR2Px z;5uD&518AIwXTe#bYTDwP54$9a7swVvHqsEK)&)xQH>NO>3X_3n?ff97zO@Z>#mE@ z7r0N!ni+a>?A)`ptHAC!o*j#$*D(@zz2$nGBKFgsbfqyB4Zf(vLnj0OzU_*wi_w#FH~CO@HNqgGSrK6okCy3>iGOl zdU+F=YOQgUeN_3XaC`!Ue}H-=Q!Ot4b+G5>K0_bE#Hu7pd~6;^NtRZQ3i?6G`hQ@K z*H;X4Od}5k>O3^}hi>(B0#MWTV)wJi4ztJC9=q7d9T^Ha1k~3(VeXhkZF-V#<;H^n zGV@l6(#M@pzW82h9yglHm#qA3R5S|4u+CtdwIug}5(%3XrW#S56%XPFd5I!(8rfGC zne}7^Zx+4kaC(5{Dtg04onburkHqSts>u6gWSj4Jojo+qFJZ4TnI?F)Js7QC%*;`^ ztrmcFo|44_YRxhmRsvDXsKdg zk^}y4pYgw`MqQ_}?)AKoeB>|BLxAy-`aQ`yX})0AT)`lz%(- JpZN#?{0B|OrcwX^ literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s2_temporal_subset/s2_temporal_subset_part2.zip b/tests/data/mapinwild/s2_temporal_subset/s2_temporal_subset_part2.zip new file mode 100644 index 0000000000000000000000000000000000000000..32741c37829ccc21658de44e90e42a75daedce38 GIT binary patch literal 21065 zcmaHSL$oLgjO4X#+qP}nwr$(CZQHhO+j!Sj|LN1~$q8yxyR1?b1!-Uq6oCI1(@LD` z{|o-FVg5Irne<&uZ5`~L3~ltCU5%VgUGyCcom`mc75DexLFcf3tt) zFkAkZulWmq5B^rKe~{}_@zz2D zzvlX3e;srn7y)nbPk+pde>q2g+rOv>fC^rJs?SG%$n*z)NCJQ9ul_+I2YHvgcg67;Wf~K00n>pgn!BLWWV#KfPiMc0)OL_ zk*g!A5F8p17mz9`{>UC1TNwxpj1-=~`8DJOZSCC(!FDU8I#_IQadX0rqyi2M+JDbJ zAx?~20nqZJ=h3#N=rhE(;X%bQPMr6twZ2kjixUI`_vo8=CS+^gjdpeXp86Drq3dEB zP#CvFu$+4{1ttd7GT6jcQoNO&$&|Nkg^`5PIZNYCCmCHrvMI~g%w``E24mFQ-3c!^ z($Ff+j5LGO*eAJGQ%6dZXt9|$>NBAIn@uaS{ARp>61fHIeC7u&0m9SDoqUn$qZH3J>?aOap9I*yVgNx4xFVE$GL1K zZ-0ZOV0xpE!?Si1rb3K z#6#^>GBgP04SQRlhWQ6vnYX)je#3}obRi_p^nG;2jZq7;y<{q5UX+F@Q0romfj#>R zb`YWxJPgtq{jMEA@tz8e|Pc^%}c#`uX{z3~MP3wVhI3GhjHz1je_tg{zNd7^AA4@WRMSElQyZPQ<)ZogF-k zrEi%i#`*FCsByI$@+_9X{fW2nq>vK^_{LT5^MTkRVhDBX(Z{|e88L<*ABg636b>vp ze35ygC?gB)?*HlLrhJyErBte{lCh&UwmLSa0Y1(JP2HC*SV#@$n*~ zypixBHkeR3Ti1(>&g98&5WL4~A?_)3oVytUBAS^Zpmf1Ek&>;73ph0d10 zS$tC~$?~%OEb9@zcFBF3K~amZH|(nEwf#FV+69dZ3))tD9|s}1x`di;Os8~_1GZm= z!Jg&(u2t=QcAMbF`&e9;;CZWs)FL*FN&2Bi7yxLhL}2e?74^Pxn_cNH5%c|ux$;s} z?R6s1(G85U=48Y>XHunuB|j4M<+1?E^5BHQvY*<^OAUiHJi@nZZm9R!)y&fWbAi3r zu%li0ko2+0f0Cv3!>uO(=dNjima_5oHM36qP(D|oU4ng&G8tibIwK;^f?WlPeRE+# zTmn(Bxa z9U(UoMb1;)KR5!Ht-erat2T7EHpf36f=BQ6ROP_J$}2fWHa)G77f z!t#flj-`v&MEFq1vdy9_}9mW4+L=g@tv&EU9Yo1q9u!y9;iF zPk7Vs5qTMl68T;VAwTP;O8RCcBb~vp$y;W`NihOgK(Xx)CfXL!|9f@^jK< z?7NhZIv%dREr_Ici?CgD+FJ$;lI`>RYdo6To7ro8*(V~%o*oCu;|{uhT9PNs2}`&j zMvx>k)l`ymA2n-;u%AWUiJA(qlQ~(hl6uE#g`tFc$t8#rb{G3E;2aq^-1t)!Iy=hV zIi^{|Y|_}>plqXZeJ%d~!i`XlREx?u37!?Cs>A$Vf6?xlR)ES*so1?Lv`AxVrz+O` zpGCg4!~ae)Dbh&S$#7Y?WgHRJ+eH8sORYppmhz8YvXz3mNqbQ8XLKtgJ)d>Og<^1b zrGixf!Bxqev$Jqx;vn1dHNWo(QdB`H#>m#K$KB;>sn|O^W)@m&BqH-5Far#0L!1$Ii1!fwiBOwB z)f2sDlrA~Qzz@Ax9Vb0};OPyddMDL_J*QLh`?`E{vVbX%(2fA654K~4xqv?!i?8KQ z^pDL7IGp-LnoGs~PH?03HFF)$|RJP0^qj2|LFcyQ*ZYJO9z>3D|wK^s(s< zSzc-n2MsR^3jX;8U8obiy%X#)1R&iXw!0jb@L2aDz~bvxcB;hq7eh~AC{`7&8o_() z>Td84jvc4=!T?^Oc*9Bk6$1gN@*5;x(>MKS=k_ z5M&aEh~8)&ji@Y0q9jn66l=i{Z7f1hk2-|7TC51@yP-AwiYe}R@gDTVlK{lnQM0WO z;-o9|<#l$n#^}c-zTArk;Kjo-nqZ*_mjpUV8`@`?zf1dWn9cfO`8!3@_=%EYTV^XA zb}+(sj_&h(9TtY77@Ek~xoi`&WSej3+EnB&o|q*nhbo4iJ>a-F9ScxBVgn$@-yz{} zVsFQ*&yJ$S(Js!e3m_VL3>$W*ga_!30}kXlp)Yd9WKXbE*5QDM$8Y z(i0WXh-t@f=145k=>Lt7n`Q(O^jT2u9f=W`Jqa0q%>y1$}ufwl{i8uFVZCzL5TL_B?f?wAC%3%n{l@s`0gw1|*t>l(X z72V+h`HSUErvfr-4c1{l0@hzras9SU`De9La4sb-^P{X=(GaM4VpFz zopE)Z1TQDf5Q^mFEJV}DlB?3x)#KX6sS-1B_4QD*Y#hMmPmmOE{-(_0G0ASWSJs0y z#K!u*${Pk4F1Y#*6+-yt{nd%nLGu@;4wD{@uiVWN`@=S&$Vn0)Hu9swEY-#}WZ3=P z4%>=kP%{WPZ#mcN>hRUd|SQZ#(8cpuwGg{uVGzp|)Dgrw!Jlos)uiN|2q6 zPBURoGuqtc$tj*leZ^Xz{0+JL1Pvt6TIhG|*E8}>d~7MHDmTog=&I z)Z3Gc$cqK)(Gr|kNmk?uuCJH1;ep<5GV)fPGjt2;Yf$7K*fs`2uZ9B@ww-D) zH2jHOD6m{w_4lW0#HwZjr{<)OiC+yHGH>3aGhF*g5le?vq+8s3jgV*gj<9TGA{&r1 z2FauwgHSj7b3hu4y`d9Z$Q+6Y9+5%kmYlNoY+;junOKo!@R4!JHCNXW=I(@}ljsS0 zg+S{jfRLC?Rh|^9U_?zQ=NJdE7pcHH1PCEkRy^d7hxvB&?Rn=~J_6Xi(8HkNfQW$q z4B2-O&S(D#oE5EM!WHDhjEWuNzTV8LZPu=s?5^(hO$@f2#m^Od+cf5vgg{gqIi4%` z`Z{v~SIuBNhkNQ_>E@F{83j^sNu-addbq#O&7sif3l}DL9Tx8TkUQ zbn~7eFepQ>(=PoyJEFhIFVKyap{W}OQlvr!UHf|aMRE*Wx4VqgreO2AJUts41G^#F zyWA}xBoVE_y{TW3PJ??7L5+BjguXQz#Mv3hb*-x~;BzC!mQ}_-YwH`TZ((S|YNoUQ zwiR~pwNIoKh7TgYrE82!scmO2r5J@%Xzagl{K?r_3q67l1;lC$|HhIXNBwO%BS8;U zl?CE~JN|G{MH78g>;uqDy|GcoD{Rns&0VpW;vX_hoaOvGVLmr;XqT9tDU#y>X8%? zQg*zvSr^E#;eWAxt50EDX%@`_?`-rA4H|&$VRrulYUOt^#Gi|+^MFHSx7^Y%Dd|u? zx3ZJ@k(bgC%^4|CmTuM+d2paNN&yH$ma%j9Xd>zBORlFAVodyYJn zpwnpqPEh5L<1NE=ni+oG|HGC!uJM$K|2@NB!uiJFWWhs%*?wOOVg5~*4@-1+pt1#E zmMp`)N9eS6%*x8KzUp=s4>k>E=a{qyJsUfAj#Vl2Tk2!=TIYh~`ZDwr`EqTWq!R2f z-+A>3nj{)lyJOcI;e8a5MZVMj-Yh655Ps{}?Dz?KHU8MH3E31NkF+(S>s$qkL8>b^ zglyAo#=)NOq;vN}@}_#<-uw2CCw$%vI(vMh&)hkmK_HozgGhtJ2qI)TZ9G1CsoGnA zyI?~D6GBpqt^R;f)6bIi;)~NkiyR$6$a!h7d0;KWXEW5fcH&7}=ZJO+HoDAkg0^sh z>P8g_em#d9!yo8az^`|EB})l9Q$8RGkJj;8g=vO}xnz3} z#?aqYhuALxzr%d>2{Dw}j!Cnv2v>8qx(_9RxHR zIMJ&}FTo85$KDCJ;crLwA3>ni8W}ZqW&GuuOws|?P zu;OWNuqZyshJJI2^60lXm2HoE;5x?)J03`>D#G&fm?Pg=RmXx z_3u$dyQ-J{7;Q01Qx>l9WXHk+vjJO}`uxtZLC)+Cw0w4ouqX$X=KMXd&L6YIm<41L zQk3Q17*io5%6__m&Js$Xx)iLuA zLZ*{+eJxh#f+O}4*{UPTPQwwEVtS$?0h1s-@ zPxizc-*u{SQ^-vY&3 zu>y%kAck<)7;sZJ<67#UY*Af@5}qcRImt}Xe27oH!IG8fGwA2}Ku&q^NQ5!be4i9s z7tnIB=Zaa~k;&x!?9Dg%M@ox5k@wz~h%Xl8A+6Z$s=OjED;)PA2U@NPq2>TM z0V|i*CmG&F1<=THlGApsuHvpwWr7O<34UrO2FR@$C<+o3| zFne2Iq&|rFmeRO?$Z$C%=q8q(98nl>>Vtu4)gzqQ_8281vn?(>KB~U3iE-UPa!iTL znO>^(WMXszBa;v}2|-RPY?AslI3LyB*yeF?CtO`792$tddKv@7_llX{4{AyEtgQ() zLE72RHibmC8wE~hR^d=zZ2AqzIE<20*gm41kRs~LNEE+$&W zyE98a80Cv9{-L#PU5pe39;#ia6B+;SIz;f`1(4`dq}e1=y~5e$hcw{Kf{1dZCS7J8 z0_QiZ*Jba>RPM&PIMD#rWMeP5E=tS&q7+Z|Uzvw)zJFDX*W+sZC#pkuCS%oj{32m6 z|7JM=?c9CG3jx94`wr^3cPY2I_FfeBiJ)qBPp z8fy-5ieRpe7;k23RgtvV6i1$~A+Vtpv-RY+>`}J6C=9+S5__0WEJl4AOI#v~aVv@_ z_CCsnTUJX1D{X~Re-5b-961n449hH#LO2p*{|7M@}Nr|^pea3{!(UV+^O$s z?#JLNGQA=AykJrhQj9|aU2@j*BulP-ZIx5Py#c{(u^?PwEVo&j;MGgRd<+(I4^_8B zS?ZO<=lS<%jO7fTFVm$q9JBd3sb=jKzVQz`codoS-vp2o0E9da4FX)1iJEa^oY}^{ zadx8jr`(Tx$74}O`0YXU8rI(<=6zqdVEU$?l_!XM2-?<{SI|Gd&HoPZ1pAWIrz84N`fE-xjY6uY zXXmQ3e6htlpygc+ajFQZ|m7fpdc%OWkw!1MSx4kc^b4y|l$CBHw9+O)Ii(&N-|~mtelK zCsdO3%b)iWUV+53tE&W`1u}1&jn6>6kmYnl?{wma@WDC)IGslQ>baubF0N7gkW=6* zA_6Ps>CF6KXFDDqGZFa`^zm#f{O>M?#Keu9s}{_^=}8nb@&P10RmE(WVuBpyfQ1nV zZ*a7dp!o0L@f0UIhR*BsmFQmxoF1KmQr1{K1K>T)dygkQ8a{vl?z^gA0b0t|I3}vM z{{Ug@2-MdNNEKscyNcyQB&q+>JFr8!t97)7(|$*`%_i0H$>T~Ml8j>elZPva6CGa% zU$c>FH)|C1cHcsxc4>FB)#y|NAIQg^Ww@WOrBk`(zC%Dp;^EoW^vEn62F1d>f7 zeX{?IB!NjWgw@yA#42hFS(l`GsPPXjlPBQgODRu2gj>1S3))`kcP+-)VBGP36*$T0 z`-fU$zu}m267AP#Jz5;6p5Rsjgl=N;TurF;HMDqOE%t;VW;ndS#LPjxsf#wG@64(XPUJPR#pw0qQ$YTM`$ZHF^5WTyHcjJKY4FbaEM zf!L_Fe|WU@m_*B=^qW49Aor+M?P$+2n~6YbI%j*j|8_{Z`D@wUiqA5QiEItdg<3so zPT+S}bw55AW0j8GzT)QExMp&>;x~XX6(Cjv50>peTF;wPfO{dmBR=y~GC&i5vodqE z5m(fxvUeQDn{5J}5DjFn>f^yu=A0O*r0e3g5QO}}er$G0KY79ROk>=o4`tE3)n6Nqmp23$iZQ#OQ9z8IC*??$#& zx@JQ_%5V1bJ7PYgYaQBsG1cZ7*xY*NzC#bLb&OabJ>O0HDn;|W@Ff|YsshlGW%&K=N6Dc2IvP9ThLI^4Po@tjz0&d z!4A~NzMyfkHOIaO3P z5_iH#lk? z`BX$=(wgWkpJ0mWdV0KFYtLLjH}MF86j;oE5gC1eWn2=XxFRkuDJxLxU0YlXEMm@; zF}mq4s{~>E+rUp&lC&!Hw~_BGW;TGiYPbZwfVsV{^3`{sT_rX@*rUp~kYI9SC>Ty5gJ;qYciyxG4QZY;*n{#5b1j$^^05DLH>L5$#@5<Ngsb=by=pVxrC| zb;KWw{2xO`Yb#HQr|8%48y5LGQRYvB%vBub%1MgHsU^D;d7O!d&DP`k7&T7YK~_0&3UPo-~2w04xbmC7?tGu;F;hCMSFjhNE-N3TG#mc&-U*Pn$&RCr{AgMth==P!PD$^5z#(|iZ5y5 zXDZQmvru);j{cGEBd>2``4Fp9eS&Y^=sTbLdn0 z+V97Qn`c{#d#WT03hv%<1}#)cp5!Jwv6q8e;+( z!H8-&SCiw3re%2+ngX`EL_Q!wTKdoD-eKcXc|JDOR zMv2gL(Txq;xe?-F1Cvfk#|?_VzbZFI?#dYGvTRx^yv^Neo$I-mm@fu*3I8Q{Kd6Er z;xqdnTr8WUQ^Q$@UrCBFOTUt0_Z2q_$jaQjfQIU0+e{I0A^2jOQU-*Q*V>f8;oS;@ zSI-z1GWyONF^!vFlbo+R#aYlQ)rrMpkV z(*EFWeJw}P)fIM{N;T*r2(R{%_@6Qp{AM3csYE&EP5I0x>^`#(>V_1y8y(gDBUyO{V`t4bQ^MwR?eyjI?T{BoT?iQUorOmhvqO^|yN=!i zvEW60tY^_R0{`JYcc<^IkQ$1eJQ>Y*^I*c$!`#3D{@ihu-iQIpPYQv*he19gx4Nm7 z-F%Cqiy2-~oHjdY&pK=Hic{r-eSSfW#6w?KLC8qF<$iZN+c8)63saK``@J<+$AW21 zK2h<`KUIP=X)fA+R7C^Ae?Z1t(D?9hfx^IfopD|{)C11LLQ|Q8tlsO4$@kyS8F`A^pQAH}Nia~B^%^AL z@RS0d_nvr?mFv@?wPw>!WclbFi?^9F{18arr$g2&ovGPJ8#DF}J7nvf6UiA%?_9Y{%ZA@8NB(9m|nil*d@cxQAe52rrJeYyD2z8-EWcpDYo z-lTBDaWq>Zk6I92Ll?wwswKP0W2x&|p}^qOhfLpB`{DFA0VPIU`5$(ttdyT?er%i6CsF(g78#j4;H= zeddJ_limCh%gb_2Nak^J-JD(bpt1qA>NDAURXG(R+K@Z+3J8zqul_iH#^YXpp%Tu`UQ(aoLO_674JuF>{8bk&8 zO@bP7Eq#Dw_{!-tk8s;)IbI^9^FWOzms!_wA!QG2tQc?&;hN_3rV?=@5GmleXP$pb zq;k7~(`iPDaATfoUX1qpX|BSrkX&2eJJe7!In2gbDY4ld17y-2qv;qZS3UkVv}^;W zbbZH(kK`=*jCzQ-bt5UWy&lMc-tC-YvVm$)gD7jssG33d%38ABFu*lOCXA=tOU*ba zE=4u3Pa5%LE~WO8(2P`fTZW1AiSq(l{vvm|X~$`+S$2Eh@n9ykAe{GtMvfh`*QRFD z$ifL+8ub?qT~mWb6a&cICyn$MU|3h+K2}Sk0&3l^`^C?R#PbX=XsdFDhT7Pwh+1rl&bc$L#NWCKTpBhe{Ah}nZCnthGer5txEF*kkT@Pn+y-2?(%lw0EK zf~!3Eva8|<8b}S3R=c3<1?AVtwKnGvc*&2v$zBC!?Al^Ow#SS6_C@dTLLo3agu2g3 zgNg(zs(qdw4-uNh-oK$%is3#Ke6x`98)711;~xyRflv#^aWXpT?K6!UTpk%s)sqj!4|`scTTs zn?=Xj+4-d7eIAyjsf-D`E33zS%Cut0)_aG-6kLJ_5?%?9#ki0C`!=-rPO3csA>1%& zymQJl&jj7H1O;A$WzDKc7nx9I6}TsmTvrsFRu6=loW}aM%uM~TFuTh;MimJjZzSUb zRIf66U&L)XU;I#MQbyeV$|uhhE!`?F;5_rGJ8~GD_inOc5q$IeYE#)8I)vm%c%@T* z;&h{_@Fmwwk+nFHbf2XjvC)>t-Dya4K+Cq%J1BSK4p#4VHh_NeXw92Fx^+3j6O=3{ z!!|SvoR?@Fa24(*^$!*0K??Cr_=*ZpRUtajuN{TQLsT|_LX_17-O}EZr7JlNmu33_ zVpti#T%LK*j@RoZcFQBR`3WUdMBH_`oBJF@G9^SX>GS}E6=uvHIzqha;lW-g#T!6W zHTT~4ZDS(2Le*vspaIW^I#(?hZre;TsUK-R3|{eGXTOYVTH1PohKy=$JOE!g;BfV# zV9QL{FJ*(rZ1mgm!$rf2>7c;GG>xM z96)1o<&&)fOPtcNdk!bz$N*VK3qeK<=e*$+6uWRWcG8X~45gwCP5NFfs43K=(Y?N> z79L~E*Du)N#u^$WALl;5nH#?R(A&J|AqI+{M+*SqF$a%0#=W;;BC)faYXt@-=pJBv z^hKs<8)PIA$VF^oimuQM`>7QteYAEjFs&M-ea}3%#u_Brm;@?)p)#JY4cT}Sg|SC~P+!b<2Bo53FjyslNfg8^7n_)D#M1%x(+dR3zrMJlw<%kL-E ze6MXAkIx9I;mLI7V%8fD?NPb6enUJmrh@z&J<{tFzB}}v5vmN6E07E7*I!-qs~Kw< zCyPWahMfva=zl&b2vO6Q&A;O3vz8r{wg7}avY&2T{#nhcs~=c-tyRPH6{V}Y27}A& z{Typ|)$mQvn*^rvZBhS!eZc)@AUzvjzKnW)3t#)6DHtC%B-}rJ3eWZW@6=m&Kp?ms zsk>V>E-XZ(q9t>_!%dnSoTV3AKtNObTTH;xOxu(R40Swt=j;ZC`1Hiu%h`qY zAb38mhe$oUPqETl_VZMXrzN#B_QbTH;HfSFEjqP}2hW&%nie9zj6%f;b_!|Mbz*O= z_}|gL;~GfUr;D2c=VZTSP->jq#FUeW5HoprEk!PnJ|N0Z=h+dxhGYeVy?9Ih1(GSggpgszfA8epvOfGD9xvz#tM@f zyxLrNxhh0YEmADJmDYv>TZBAzDO{H(@?(z&v@xkjY*UeiMNsRzHXt+Iulow#z-hr) z5veA?czZkv?~7Zdil9Ci+mp>&e|-Z>*lI^h6TRe=FrM4!3wl1>8^iGSU%XJ9=5rC@5Zwd{ebX}Mc55(8otGWy-&Iro6>IPSTjZ?#F- z|M2X{7s=rri>|@Jc-c=wf<*8Ls&C;8IUHz2@Sc5JRit{eR3%b2;WfvCXTgnfpw5gj z6@`aQpkx)B^gqz7=e2_H@@o?CME%w3d6inofJEiRjF-vS%#00g&P>V^)||da-^Xl@ zE6dMfKd{c6W;j;znn3R9bt6hPtegp-F7r-+-CT%xUqb_TY^in+OnJ=_O@+`TbBuDt zVL|wWtNnf<1n+x5%TpZ@&=c6g=!|4lH=0a!v7lmK8wxZpj<;J8;u_)*@@LI=Bc5@o z>BDl{^kCPTZ*W>& z2sVv?ABu57SOHbJ3zq?tCENFZyrqP=;6!zm&Zdyv^OBQN{BzNu)1{&tUNBC@n4~HgYVw8 z0RI^ntyU#?5M!QbJ~9#cV~>4UtrBeA_W1z~N0k<8>N-$K5-S;*R3!~?ZtMD5;1+;8 z_M5IaRQAt1L$3xuU;Pwr^epSuJ!qH?++o zKNN3U!l`}DrAvqBtm;#i)6vQ{{5AshPj;)!Lbqw*amF!tp8jy~e4L%}xr`-FynxS` zEL44H{3y{-$F?L}0$TbgxI_4tX3SV*mXRt8z{EHO6~&Y4atzgo6FM(Z${LGVVmz^{ zGD`~lMBe|_@y?p|28rorG4rx{Fp|XV(vU_IiKQrUQc~0zRbj#vD$J!YT&>}cfS&k|+r!uOazQ~ZuXHRGH!1)HRMN&f~f#h!M+hF+#nto!tY`5PG zL`3_x{CnpMs;PHhu>xfVx(o}m;STQ!!}k{W;3d2LXSj2e>qjaM#kj&T`npqW3w&)&m10IjzoOKlR>_(I87z1d2t`C_#uy? zZH`en5wvZtxc6lbH!@P0Ba@AJMLdS<*f=4C$qjQ|8EZKf#y1DIo>3$zTPIaWkEoy{ z#zW;OgZ{j@M=L)crs#@oFHj!=k`J$8Z>}&?JRdG1h7HGT+wVr$F&^VCuih2{5lnQc z!IV~j6gchM(kiQiNdLLK?f?h*NXma?G9@2e_+{=hFAYCn#5r7KMeL&;ag1PbaZCHGV(<6rka^a)lOqi*D z=3r?BnWBx*snLBx2h#2|Deja>Q%$^x)6U-RY^S~(CRmSvmDJ_w;)8ZVsY#Tc0z*eWP*Ayf0Ci6t={hQ-*{(L)NOGVB&`U zfiw>Q5yFj3_u;UorvPZV2Capt)GRWAJ_jJ*U|a_a-nUfYEj3dx3DBzYM=$t%j@$x! zz+~j>J@B`H29X`JUdsl~LT`JD7at#U}QG)x8Tn4wi&F=sG0_{$)0ql>L; z5JNFoPbe?=)nWq9D5`3(k54x@B0$)C55BvbXVZ^}zoFthuINA2_?joDKNlnU6gnGz z#Mkb&L5e?W(r<_+Pu>s|a~LN*b^+rGU=r3@T9ZBkpL8l%6q~xh>Y7oV>mVu5cmKeV zLg1VGsTzAY)%b-xZYI;E6KjTPo$fb52Qa?$M1WFM=dK;ir&C~5?+ZVrDmQ!xpwY)e zw&?Ua$tYp=29#8l?0bm7?h;-+9mx=FGkFm1t0~TtsA~wJ7snny{oWL&0x~UemvjM6 zxy0GS@E$zV_?5#{QgKH;NRqN|Zp2OR3xj6;W58+rA`bbrAN zUrv;F(!z(V|3L%vR609uC?v}Z%l+{<$|`gxN_}ueV-jdn%(6XhmlXE3j}@O5zq!$qOcFXbk}>dFv^&GMMR3Lv)y5wU5z*mwhv4)hRk-jX&csDLip3;V<++E! z>OLBLL zox)qMwkx*-k4kM6aDht1s@y>AGPdV9)4B!>PN6(wBXwRB0a++@jsg8#^14dU3zxXf z38^#SqI5-(cLXx2i*c~G=k!G@QMHdbL-l0X8h;H~G;1r$(LU#Sv5#ia7=(}vYfRUKF}wxGV4sNPI|MNNWX00pN{|DWa6SJ%d3ZD z!AUeC+7@FGYKp!A?HA;9@@>*^g4y<3#3v6MK#;IHH_kByrGoAaXq{iy=%w5)QrD{B zBnPZ#u&#MOUp`U%cGFM<|C!;KOi)GmWu*S^*kG872Dy#z9D%k_K@2&C(4dIgs2ybr z48O3OWCGX9S>2cB&n>Qs(aUytPw3yNV#N`o%LWAc(`7XfGw@o~tr529yzLL3(`1nf zF6V#xOX_~{M~Bgva!s?y;c?cC0B6PQOm%IZAaF(`{@FP0{0Cn<2OUE(4KITQsabmN zh)_#F4w!=klg0n`UbUng-umpC-{BWkPYMfQtHsAa=40L!NI@Z3O zGTgRk0ftBRF08pQF}WEd`s|2-le3iDYb z*fG&>*>ConipMSPPB`8{C2!U02O@w1rc?{YYLo)A7-Ct>7Y(PyokP=Ufn7CmY>n4V zar%~6$P-75d+WzZhL26>h4}F5uwbjwChcuvSg@stMzq|CsY!Rmz?_i{*}e?TH4xbm zAXXH6ur;ktSmw|WX;B!L-1R>%bjfIyx~LR>|4Z63y35l;0IA!?b}tso4mSSOcmbH; z+gw_?$E{!O8e6B0!bDR#zSU`&QL*HQkXlP|quIO3TXnSj$GFq*MIPelD7RtIruAfE zGm>-+19lEx^tuR=y?@IhiiOm+fF!{4Wt=$J9*Q)Mr*Va$N?$MNSJua3I3?p2B2+r& zzbTzdfV;yy0yD02sGoW1vfC)Q7&&_U?Hdu!RudOtBc8pI^<1?~4Sk8-5}?@Y zT$!p2<|S%;_r0Jy1BXZPYu)}<4$0RTifx|Xfz=8zH>$VTY0n6qn0aMsGdT022alxn(hA`_VEm=-8`L6K#)8{Zdk{=c? zvQaZH-sv%=iR^=skS~2C+yagv<16-3p`ViAXzOVR325;FGcvbX*VvxEM#1rboKq@r zbWg9~-Mb7_pb>y%kciCILk|?xC!T9WVLp+0YRpaWA>oSl;&K(nJ zfFP-D_scpPXlo(D7(RxO!J4@d=TTIn#N8YZWH4ABRBHv&^{*`AM7=@cmp5~XI_gij z)RWe&e&B#vYn2u_tZJWf8f90sp-N4kLmhwSR(Nj4$$r4Jfv;wprq0}dUBiL{XD=LL z5wh!n(2p<8#K*dvS2ACvIg4i%0YRsGep8pF?{P(HLtmdDgt8*@TXyioOnc|({vOtKGj^(>UPQ(bECYAT zh-qtXOtOk7Xi-_iq_+0=pSjmyvHe_SX2sY8^Sc(7bar-*lKO<@(R}0H0KMcL!jcp2 zi|6D>sLfVwH#S;8v)r$X>4=ltI^Kb)jM^$oy9Xfov~rF7yso%29vpG z)k|GFvq4;^g&yDdF@8_r-!n&z?foGXgHm~ zQB}lG>2VuoLO79=iamEv^0yS8}lmf29|+ zE(@p;h!k+8jIxwgXhpsQtYesGamEK3kLnxJ_~F1hf%t8FbE9nwu<^wYTiiP=8u2W3 zxmR1q1N~mXDpV4O;XjcTdb!I!y>u?5ZK^CZ`4*F=JuPy@^oDGVUe0G&koCx1x}I{B z?bXm2N9pfR*+Mtxzi6C`S~pP99otgAX5+T#EWP>24jPpP4i<;hB0*#Q-kDH&L{3Tc1mff+;nJ zXPjD)$qFBq6*&zuf*n%33*{1+6D+o)2l5i)aDZoWKmE==|msL+b9YyBf4 z!)9jo_kr3a`g~_=#2|9sJu$~2^>Jg?WJlk)RFCbs)+#Gd0qk)tyn)3}gC>?&ZR zKsrf-;IiqekCJ$xol>^~=D18ho96AJ%l9Z02LFquDqmo&3PlK&g8i z9-ZRlVle^>X+4yOkS0tJx_mg?e?21W&ja@3+cGJNK#$VeJtK5*tsOG*>ftg{V`2Tp z!EM7$|M#0WsjXXSD;B38i-GLeKPjOScaEFd@Yj^lmBa4rM$ZMj*(aW_13PA(6wHEF zs$~^WVjH#4olk62a;nvez^3yMj@nU*g35-oT%Huuj3B9}3qK8bYKlKCsQ(mRN-j74 zC+9`+OJy;Q~G~k($Mj_LBPwq|B#D>a~h^w5mj6139u1Fpg zRaHz}i@D8%^!3^?s?}t~rZ_XDyUB`Z{%f}Icc=rjk5Z%%u=_Yf0`#L%JD2(ay%jUy z)E$XNn<`NBRmJ=c<-T{p=gN0kj;-`nOlk*5S}7vvePNxnCFhJ_;py-yFSR3PsCchN zO1OT!TUd>B*1_D&Cc+jzwZ@9_u>QJ(_?9bIs^+{$6}8mk`kXqcBj2m#@v;Ex(a5ZE?);ucrLMH@KX%x6Un;i0tsrU!g`5!+45dY* zfmRZT1k^k+m?1JYv*~i4l-}L2WKa>*CMvkXYV>X3E}nLhblt4Mr>P#Yf|=vhai*ni zs8&Gn99f;?(%ow`YuZLEuU462pT2W5eDfryYZ2EpTei}dpxLIh#}T>YN+d2sSqlWW zlQV^Sdl?^|_I)fd@e)D+o>Y=prd2kZ)G771p&!A%jqE&8O5A7V606(dA`4z^WC|xY z7~)A5RoCUcdQak6JYh1JBXi7?h!=sCY$wmKcNRVV92GGB`IYh-H-uS`YJjo*%Lfkh zPnmyw-+S}U9gz-$#hMCorvm?6(C zO+8I&h_#dM*fXygEbIRi=5F1MyEL@eI5{rD$JcyP3@Hs=$Y&l^O z`x{Np%uH+J4EWh|BPnKzT;+R%Ina(DsTdvuuJb!2H{f&NJ77SXAI?XYZyeq zP{_Yhzi|w5Pvgk|NN!pWgSsF}tR|~pG?Ljqn9W9pW~tEU*=6i;SsJVw5G{lc##T_H z!cjj%eFY0fl`31o$+2cBzJzi=9AR+m$csOd(y7Bq{xKioR%}?}>|q))>E|2-1YD8_ zYSAg)w@lp!kq~2_5%S%k7nLHoJmHMAma{M?do`dk+xmRYhu3zvO+E~O6T^*`JvMVp z?~cg$VU6YQhkXN}+;tGw8G*&YLi}|crHtsC^@s;%Cl!3S&pMGOUsqxyFf%4CabOn? zBn3e)Ih?e@?k}gQyyb^smhP>~v?sJq`nCGO9yxu$!6#$jaj+Z7J0$}x5#}N#tIWYjs(*Y&+=9{2cC&@OPiNtuf zKZU+pS^ecBiE2qkPPqh8cOUsMNt4jlyIP}0`rh`_-}RP!OB<~OR#F-4N`>8TJ{N7` zkl8D|Rwmu%ZDSK!x;UyZB=a1_{_2T6$j73<`5Z0-ZcCx1Dmyr+9=*+#BRDP8pl^3c z<*C3;7vY>>C{Rlj4?^0%P1`9F8)YVGtR}v-Y9Z)M+9FvVT>MUR1Hyxv4Yo?RUImln zMtNw{<#7QJFC9n3n`X+%Fua}TH2B8c{VMFOQ|V}3i&A1bNT!hZ0T8kZK+O>MRasaW$^2i2_sdAwq`|0UKS7s z-AbD%Tq8qb$aCwf$ws2(7<^$HY&$vSv+7GZLx}pZL zJwPV*7`?Ul_XO9)1!;hCsKAJE}Fz-x^J90|88oj{A2pMJ7t6IG6G)qf8ZGqSMM zcIQ4kw$*xD+qc7eqYA4Z)=nilROYIS_1dD_{mQtnI^JspY%`$PJw>lpRhm1cD>0*> zuu}*60j1N3;t1c>Cz5J@iS;(0JS{XFqPI=iS+-5Ge#8MzLOv&~=6Q5Jd7E%N84f9D zyRnAG9ms3ukXB%&#cg7kTdF*W5%Kt%xYR*;5h{E3llO&?c?aE_L*~s=3U!Y znfi%)t6Ti?3f+Mr0xds{9h#Bv3RjR@U(8MNeEC! zMFItnj8ys;uWhST%-32XKeJJXhBHA=Q~W#xeOLngX#xYyb_6Ozh2km|0PjGv5?Mp{ zz4F~4DS9a*e=8DWokl1VGSJ26E^B@owIPf<7@HnVOjn9r=H)F_c7ng~OBi^%DM%X< zLUF;Jju!doMyu3i9B`ril{HRy*S$m zks0c#|M@jhy)+3&gZ|pWz_l#!(EbTz6l3@}k#yWx{LMP-= zk0bahK@XD1gr+?@K%Hw@e?J@!H9VUK-I?YqpV`IL8n22Ge;*JPbe^AQavzg{Pt@0Qrb;L{Gx56SV0>=40f7hAUbmm=v zA1388PBzLOOwAT9oWyc&nqABV(=#*N3I>szbG7&=or<8n2AFQwJ{x}S^7@gu!a}(r zk2AKxC0UNPq>P3#8M=g@Mf9f{f6(ds9GUHY&<-msnQ@t#&OT`JVf>K2%1)|1bLPFx zfWoI?$HpBnH#mP2Zl{?HIVGwM4MeGP?75lI?WkXUW=2r7Px_qtyVznQ4-Co+Nmp>q zhya+c?vzGKA2sm0xN4ufKi1`O>;tbpX(-tV#BY&EE`2!p10E2+H@Eebt!uoU7OO4$ zVM+JgZW|r+XfTkmONJ3ja4hyKkot~Ibk+SAzsqxxUbSi!#mn$TqqOIbB>N6hIv4bh zf+lDzuhGzw@att##(PiJ23tp-SwMiJyj!_orv}l!RCI4vMU}p5V(Q0FWvx51q*^DJ z@D@Bqyj=8P9a{FWw>`v(^zXmL5z6$h(?!TwVv+vo0 zCgoO~|M_62DlC}bm8IWX46+2UJPOBYmHo1QHCZ(ErDPM#cSvxx!hL&PHp8f-98fL7 z=SC`?P@G$05q)QzN=K~1pl3ULRXbEBeg-N<IfDSdxYIrJ5pTWv#Iz~2 zHzmC@(Vz)`Cb49{#SpRS+Sg!<#OMmkqnh%mKX>;?2h~lqwJkgWpQ#`BAemKeBHn19e zZg9h`n?ll%PrvJ|KGQaG#B^jM3O83s47BNZroRvEMgNq6*%V2keZ>e#d649(!+kG}4UNs4R| z;ZV^T-q8#szm~X{^u^;L*Puw_2KD9``PSA~;@k#Z>}h_a^NzC7r_v>$?<@PD(6)op zpOValyufu3ePTpQ#0<-)(JRgfNuOYwa-^_U^X6<+P{%tOrDzu31I7hQs@ae2uLaSU z>encUe$OB2Ni&mRnvvwQnh3g!u|zA4{6@f@hts6S#%RZOC&?u{4Y_)iW8vfbr((^N z7-SFAVhQZyU$(QNw__5PKVz)|tHAbE-SaI!@UzEdIb}2@+RFCS6dh54QgP z%$KV(`Q1r>1{6yFJziR9NC=|}Jke#yEEE>?x!lA6;m+Fdu)Bt1xGGZg@eP%w#8Kt$ ztk-0^2ve%gE;|i#+^d@-1iZi>f?SOG+F9RXy!5Q?B7k_QY>Ptv!X4~I?`yqQrU%aM z*$TqyTzom@Q2N*V0|*k&OEvfHug{5hELJVzkjkFoC*}`dh`-NC67ir03VfPGuCi3Q z*p}V7(|_?A|2O9U790N)gN4-`F7@AH{>N`L(8eeD_dd?w O`tY|G{8b;Zu>J+GJFQFr literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s2_winter/s2_winter_part1.zip b/tests/data/mapinwild/s2_winter/s2_winter_part1.zip new file mode 100644 index 0000000000000000000000000000000000000000..0ad23a847d6587c790bf2d6fc102e663cbd8ca50 GIT binary patch literal 21031 zcmZsBLy#y6kYwAoZQHhO+qP}nwr$(C{o1yB|4eM`X)8*HjI3)(K^hnY1>k>VT8UHr zf0O^~5dMqKO#1GYb}pt)`VNLpE{yaF{}&DMzvuw&%{qET0Dyu24E6tmW~6hmH1la! zZm?)DeXl{G|u`99Q`Bxy=vw%l?ZW_(dlM3IYK5dwTL0`mz7zH(vOiX7~&FjsH`2ewXL? zv#wd<5Bolo|10_4Zyoq`9RMBvmgimLhlBc$@oQY>uY(Wg-M?@89G^W581Ufdxad#j znZNt}ugxFS1Aqefj|%MmFB1LW4=La;{nbB6}2ILu}imC}j z@71jgL z1*_`$yMDG(j4FGz?4x(@4f{=UQhIEBg)JCDyLaM%n-p3+-+nX0OV4^mGKIFZ)yqo*`jrnAIPze3Oeyv3>gv+DlogY^h`oFBqc63VC8IP`czp z7c{fML1lU%@Z?3&J~weWHf1v4{i)cb!nJ5HrF;*dd?A~K!c}GdMvknuQycH9sxHo6 zv)FCd#6k#j+f(!O16_kkHrXU?h2h;m#mQ}#ho`{6c*&te6%`hm?|=>#*7hUW<=%do zzV1+s`>G8J^=anWg20iED>5uU7~gE0?_1}y(+xRpPz%*i+=XG3a+=8+XZ9G8qUA=N z^LE2%M*5SFt$~9gMwF^FZCf9wvoLO6SZF5azUMwrA__+gv;;^uI3iyx#g@QpEYRTk zz*8yvj8mtEepk*F*G0%hIq+-PTFeoSSLr1qxkho_(zEU{P+YlFVAk9CP_6|_o&%!w zpZ21(hc^<0n(!j5#X9C?>E_4YuJD0wc6lC(*0&w?=+$r{*lUUFR>t!z`$5JkSMw}r z-r=QaUb%jq3U|*h@NHEw#4FM;R`<>-cGe?8Rkbk)L7Wdj;1BFO)`HJ3$@1LD(E@S$ zHe==iJI&cp239}QnX>CIoElE&(&)@aOJ5dQ^@rKumdaiZKLd(GDRtLLVSFr$?tOI7 z1c0J>jpZozEzQY>nYJF|5{=9JRw>)X)Zkn6GVH&} zZ%5C`?36ZYOCs8u2$t$qUW?-2uiH`l!rld#yP;^w%BHHs=NdW~Yx8Y}I#PD7AK=fD zYjUw~Yr6j8Rm6a2_vTyCqy?*y?K_&xkvW`D8k|ey%mK$WXJA0xE%5uN&UD9~V=}!} z%5eIZ8WPs{&lU64BuACGGm1bhxX(`qEz z;8lM@+tIs@XGBv%xSA!Ujl&BdshZ=@Izpd*?GkkPHv}G*eq1n$D}*$X{qhHiwj`33 zjZ5o1=7dz#%8D#8iZ^D85N_0x4f&n}Ifune|4l#7ky5D`)V%snE8(YXwME2lCr8J) z=pWFoeND59Q$c;!&a9C9v1aw{x^RIJfh7E*cGm1`%{N*DfY1+siACnf0%0yg_4Kg+ zB=*_Tf=pKQ%VF-byF+IIfMge)7Fj?lKxfLHbuEP3uck%iw@`BsWpmND=yF-{&U-1R zGVgz9KUJ2B(e}eoGFA2N4K4s8ZeLZ5t>>PBnmgnAq>srMJ3{Bo2u8DOgc0Q8k#a3R zm=Esm>~C!A|7Aw(+~-bL7fbor?xoY1JV%pDU#ebum%&HCob#Y`lpe%yTS$sf>JFawh9%AF zMfi&D;i|R}%gMU|pSIpDWl7Y7y*%YMb1A`M<9sV~BVt}R1geHaM{x$I%|QV+m4l5b zDhE=b&8kAIRlMf!qHbMsScv<{>>=D)jxX4Z(b*pwh+bCb|CTt%yj0hh3AD&TOK4WKkRO3%R)vU7JgPMOr@b)CxHRJRrrY3ymjPv-;=C&k2Ah%^M}ma$)2Va!WTN1)kD9F$xyNk$zeO>Cr8%?u?dT1RX}RVjasR2 zLt9SW*=vWSRl!fzgmnm<_GajW5TY-ES{3! zTcFrfdCrPaAiY+fw`OmRXD)jPDc>tcODYJ1g+l8&&fvS5dw8Z#tb9i<=EG521+ALG zg(2f5OiEaR5EEPryELfc^eyWu?WnkNA=SJplxVKpQ04(?9Lr~#kzh0mfDoz3q-CBt zQ4|KzWtd=xv0S4e(#C(gDg?f&dqV5Co!%&^klg+TT&nONqSWK_L2{9dx0`v9Xf-3t zyj4{F8c!I3U4)KN-F=F&@rzs{u@YQ%V4JcP&lFAUvyU+sJ#1aJUNL%{1$s~=iy1JV z?ev;34x_&jp)_INnz2Yk|ACrj;x@e99Ly^}I2OhJhF(nEX5^zpw<06P7~O%Xh^0N7 zP5o5n63VOqT(Yi&C0<58=@RR|Q<{oyfD6%b@SYtVY^n$d5~qf+f>Ro)q&d5j+@2&2`zwKMaI zc3g`TPzb|)BeYyut{ga$1Tw?!66%@Jv8*#b<|YGHy?wM8cvtvQH=Y8(PBrYAb9hkN zhZ8-lc#imsqHH_OT`2-sjmxVqZT=6myNoky)}#f`cyM?(bCfs=cWWdn83;K{v;c%=!ZvL{B zngwbg=kp1ti?_^#lEgWxNil}s6%&tpHtsSJ@d%<~nzZ+Vw6$gJo+*&Y&Ts`e%w zj7EzmL+Qr-I8ReXC(vsY@d*wTnoUw9<$Wj5c&y~X)DQ?$ocV~ZK&i#+g2Zgotl2V+ zecqzneZ6wde0#?2r~^A+t=qr%dN`OZW#VAQagvq~TMk;tZ3Gz?vxmjz3m&ECl`WSD z8EanH|1>X-A+nQP;w*Bn`J`jg?BhV$=wQTrIEO+p%bN7X1u0f*X+#cJQ&eYj7eEQp zz>wGuK`3r=n|ch@W0#H4jH;W#BkV3V?#McgNoKuNMLJg!wV?2$bAPJi*fL{bBe`$k zDpEwi38qwBON0PTm6)r;!`4QoGTus69}qcHDw|%m4}*JzDWEiDe^0Rcwxtk90jlr5 zx^CWh;i;b;=;?_q4M(ynv;@d0Bg>P&+K%?vbuHNO$M*27kzM?E`txE@`Vh^~o-|^& z^n>T5K6H$V2?I!xt)TexSBII z4_o)JtFQU3xNh`}6(fc<_evLDBb7%ZB_dobI99+eZEMM1sC_wAw{RL%++cK2bn8~% z*2Pw?w2ra(m67Kuc36nE5-D=T^g-`4RVmwsm^fes3jLi;!6|gNxo;%0TP*TEfiNA} zu0NQh9VTYS>92WJv7&m+=U2`a3PuAXQ&F5t9yS6a^`BXkjCIC~wXI00`)1#J z%&}}Sdg#46d9-T-k2(bnvgAUU-!4llPnE2Ir7d0zMvheTBzT^!fm$0Za3X)>8VSf~ zm~Q0|&A%y49iS|6{z$T6NU=cH<86gclg+Z zsd)!~n(Z88CR0MIK^pBVdv)4_lut5fy z0k00x2Kb?9f^{xEV&#FUR~T{@@F(XK?4ZOYx|4U&n!mw|%<%H4h98YmC-l(B%={-Q z8z$MIpf|go$t+p%@u%crn?W8`^ZpP`owCXegHG@yT5FpGoHI?T)NjZ8%g&gxj~t6l z!r-)LocHUi6wR{70or=PyKj}#Sh7TK9=UONw?sFdz7;XM+(we zw(sWPt_P0PQ4iTG;8sF=4pIBT*1mAR+wH_BWw+eZ-|hVpxZ)PCTxm_Pcxch+-)K&` zqGk+^WB*%Jc~HaZawsUwy=xZ8zu?9shmr=zAFEb3kt1EcWcamyM0v60B z+uG{YRrEU&@6x%Y9$&!NsIsutLhvS3b0!Tx$&vT~Vg;7!$;2MTBP4=u!`XzMF4Y0e zgi=A5It7!=lKJDnhZ7<0v%!+);8Fy3H#E!9mQi2Uy`EGQ$_sspHzmL|!+ErX*a9~# zi1qmJ{O6-($I0ub%D`RF4wb0NRAm>bt5ivb3G!|qC`M&CP$rkG5)tsEUX#uFEIZ2Pa z07pSV3^6S$hig`YseX%>M=bdQDmUm{BqWwG(PaI#+uZ}euE!U52(e;{?aG`TiMpN? z3I?~VzA~=P+sP=G!Gyr@S?sm#BNOYzGI3=$O|dS!wXEtRhDSzV*R5%lTH3(jhY*OM zEg@-Y_)6(|7bTlkMyx4bJ!VsE?88Qr6q6wK>}k*W=WBONE|bHzlrdR2%qYNJM_w-J zCu60;Ho+;;z-84)DxtTun|ZxOn}dyyi|G|sBwES5t`Xatx~ZuXMq z*CuU;VURn?e^w1WQnAmn7J!*MkRd_&KES|V9*ifOJ(+A{D4UEfervgtR+;F{bE>4; z4gZQTq9d9Z-_o!xGrONq5yU=Pu@_qO$enGC^RfKPr5pY=U)k32ehld6PvRNh<}|1o z(8#Ca#2*nri4}ys|N9Dx1CHd6>n83D3h>L4^#KBr91yE((wndv0Y0`0L}W6RGIdu# z(X-`t6UdZ%jnuPDC13X~utwQj8BT7t=YIQgEsn~GgbKJFTHdQYixZq;H-bem%Y+hz zsYxn3^DTAEgTy2o`3hq3L7DjesyCgrSY#BDhHRZDby8+0--;}+I|Y*4xZbW*PtYP0o^ z&9aS^x7 z_dLzqJ_$y{o^VEp-0EggJp?G;VGz*U%7fQ?g9TK^F?mN~srYT@Dk8^!c#M{TGjPrt zzv%#qy3kRYxoPLmNseyTU94DX6wF_#MB-a3Jrv*yi2K24EeMjNTfkS*Y$4GrlE(Zg zfvA`BAN$b2;u67XFEZCV)Lht&twgYzO*p2V8RhtU}3nS_99%0pTB z8}L)6Z!c9nR7lF!B&!(ceoPeQ>z~M{bCE6FEPv(QVy$|F9xbmhZIMf}ud8&!hy+P= z21RBsP=|wYxXf(lfW~3HW!#288%r_R^E)x^kGi*@H$Mwryu_tbP>K{S8MbYDs|vgT zp@*ZQ)jIrc+#|lNv9;BQ4Rqrz&5TI3JqkXN&@~X4O#!NA)g)?R@1X@SQgC)PxhRJz zMsyj);XHegZYafI@iazv#oOewF2q(u90eZf2MY-KXs(KjT$k*j+m7r2X}ESS;3nem z@f}32zWgvvFBJViDTxw&4Vm32F~3{hh+RlG;MZ7i#N>MdTcKqdn{^>KxfcG3wjcM{ z_qYP-vNJ}krhK0;t>uBkbSJb#|AA!S4knN6L{^7UtaW-P#(I%e&39ah6^reoOxzf& zV3!3D0^WvgaZK|q=!#69x{OtAI#64>xiw{=Y@#5EW2qpFblK=v7G5NaM;$<@cjz`mioJcPh zuW=z@f6j7`#dB!#D}W@P(UEo`ix8!1{pE<*Hg4c@Sl8EcbW-fW-Yt; z6^wMTT*}vJSH~PGv)@ke7-Z56$T5*tRq8_qw}*asi8 z^>3#>587r(7js#7re%FHaNPPj-qy)XiL*ItGOr;RGn|Vc^m5#2y=;GPw7Q6U{;;Mg zfg9wE$tdVmj)2TPaR~8dDrh7FZ+2EG9iCH0R2_*qvh8e zuAazND&_scz&CUi^~lp?3v_<3roj|Dg{QbsYuga>9=%kP*4oz{$maQ{g7(JzB%qUA z&vUMWDLPj0BCs0BOt%C(w#uZ4gSS5RuwscKt^3`kvv`d(%H58d{aP_$IU%4b*m(^B z^Gfxe_Oz(E48P-95$oA-r;?}KcaB5zA4WqbQU8bP#D9ZJ)T#gpNZwWJ$CM<1>gEb4 z_$&?}ItIq3GWdI4>@e~?4lrQe)(WutIKxJ3*l5coZxai9t8swf2lN z0Q7c8g_UedwoO}SsQ+aX({;A)3)FMCS93jY%5%_p$7b~eDmkS(l%Whw8l38%8q?=M zD8jT|BkJ0#)5z%QWFyyM{jg$X96(SjsdqCg>&A`*u%~DjB#Pnfg%>f}QG27ZtaQId zGQXvYx-jrtj@n>>j<3}^pkM$$CV7!sm&UtDE$6!&0Eb@ajhKMJ=4K#4hmi0kIvoyU zUV88Gp=I>9%9iXBUuGeOx)1Q+3mg#U@q3Q~l=1aa*=PBEcnu?PI&Jp`=+j1)w%Cze z;@^D`=2==-BYWEAS z)0n4&mnbZEiPm;IBC_Y_+RXr~g3;ewdzY;>XQAHQ&m5`+3?UUgQ!JiMtm0U@={5t8dYuJU zvHl!ddluOn^E;BZd8j0no@KP-LmufN^T%}1G9diuS`i6smf7dnrVis609F&$HM39Z z%x3w8Z`e*=0D%0`T{;o5lX9?{?}d1%LosgL$c+bpf!gkVa!Zm8cA(Vg-hh2o6zUy+ z{N+pz1_bz0%&7%zugyS>CzAN6I)`5vzt!>T?+uh3Ca}Sw_xUaWZ`cg#^8t}NAjrli z&3WF-b`Guh%Y0|_JINE8f1kHJ z&*y=40Gvu2WyN^&Abto6iY<6Trp z{{Th|XLGmz{T8mir#$mE*8b?R5iheAY}C9(118IcB=dgT#wfU9w$tzV77EI0$q(kI zRCuBv(Lc`*0J7tA?CFCBI|zzN)HXNnhAyvjS4mW4zu;{RIoWLO!DE1wJNdsXYmzExc<;fQ#BHlAhdkAhJNpRLE|?+#w(~6 z7r6Z=OWGX5C3+)K;i`BAR~Zj?aAKplHCRX@-3&I-HFr5+hqNcXS`aMZV*ssjAu@PF zisyOC_NDDRrBNek_PCD8hz)zB48+T46)M*UODkV|)r64ZFzuErZT{n*I;#dExE&Zm zg9vCGV|I6A@D|*?VD2ZTrcpea zHO0FnHwFPx?Ra{nQdU*g2bOzf=1Wp!_?;v%9aAn=aslBn--Fr(`)m3M#dDQYwTx{f zj-;^}%6gm9vq!FA;iLUBm7E=%SpgLF?mjFL;rC$^djFnH5VYP|R3_sQ*%zW+{{Ze6 zKuO@%pEFDxYlZCaV^M_$D@C12v#FE*J(BJ+$?WH=N4@B&`T0yW*dCA~NxO73)aYD8 zc%9?g=<&H99~aXt1v5#4d!JW;CHgI#yR;-*@ys{$$?uK(k!}X!?nn0Ws{idHJP|vbE#QbzeJ1tSmhwu{GEg)u*(RcQ2Tn@1fAV z!KPK}T@J>1K6f*;<*(!_A94grG9}e-sQ2{v6B_&p!Zr)2V$_VJ&bY=)(*~zE#^wu% z>&6A$^(vvRwD7A@`>C#h{9uKv*sCUQfD>}SrK}&KcJmC+%Pm(tJ&7if2BneOoFlck z@C@{D=0-CKe>&6Ip7MsF;^q*@&WiEY$6W(V-o>iSxHR9#na7H#1T9NLxEOnGK+k4` z-Efbn5^5wXY1exJ&+IB8#v*g?3*}1)g`yMwH@G zD}Os+ZzTC>8jhZR_%ZprYP2#VO%=lChj!%yDyeLg_##`6E0OM+s50o*!?S|o*X4+wRatI9v0u0>r z#=Ovy`j<({tm${3;bH|e+s%)qwxQvsCj~gqLOx%(K$0J*#^bxvBltpF;siYu%8Q;C z;pe}r-I=`DyO(9(vZL30AhN?F{;RPvE5?z5Rt$tTrw=?8-`6!n5DjJd~km>@{IpdWI zXDfRsrXU(HRWod6aNBMM?YNjol_tk;1h+}L#rxdJU+*4z1*zR=N|5vQw?*oZzVB3<^ z;)~jh$qC>Z0LK<-wTdYZ@SQ56tLEvXV7%7L z(2aQnpO4XeH|nmP>Yj@Q6>Z>k9MyK*v)P-&gF8<;;m3HDTeitD+{v)#B7mL;QF{bY z5$+gdY9u+Ih@kwf3u2E=Hh?7~(T0Z+i&i%cDpXE)9uZW6Ma z7K`#uE_jx8{a|VfD3cUI<}mkKRJ&t5%Ia7iGLQl)_nfq=RXFIsyTHS1IKBh8#LR9L zCfK}d!be&{v8b~;m)6T=#H&2HfmAsXlCZkP32~xKu14O9jfobve&!=CVnQ3Dq z{~Yu2y2r|PtC{U`Df>ST9Ik(>Pn$vUOiG_?D!m1swsPWwi-eW1Pl}pUzXu+QJzpq= zFE-tT6S?TcspbR>JC?(FrV1p)NFBq;s8KQ?-tDMd0HP|4z{tEfbj(4`Cqnfqo_r)A zw#tY>xw|&c&{B}L;=V5GGxHR(y-Z&ZaPc&xk0e9-2cNyf#AVJ_u$#WD(PzxyX=#s& zlRA}d{N^df0Z=b#BtW~Ln-v_rQ2h*MNE&i$@0U^=5k5|-s)|&cKB6dNXVUfZO;{0u z#Kzwa!6FvE;6+M1_TGU&ilOtZQs~gDrE3Ja2lJ6iO!Wh$qt?g|hCCtwWDq5e)YOX7 zGz{%x$20xvAY#4o^Hg*;YYwp-K~%P06}h*5!7A_VK5M-_k}-GK-Q-iHX_ivNi&+aK z?#=4v=cS25QJ5-=%cBePnZ8Wg5PsCVdxD@Jcvx2OQa`bk$XC*W!5-Uh@Rv$T!Z&?UIL$r3KmwABF$2_Ol z%~CH0rz6uQ`yrkN1vv0Vmv|SeK?&^2Qa0!B>nv?U zg-K{wU-aT1V{7!WQOvHy@-^Ls{k@mX5%(WOGdi) zSu%Rxr?#S8(&zYZpUS2l{~9U{~u~X&F<;eo0_x%RjDN~eet3We)4FM1AA=SvV;-QOj#a3+o2S-&>1UT zj=nWD0{(fy&OVmX(TKZ9l3;r5cR^sH^20HJvUQL;{8O1t>bCQ;lRKL8+ZvTsT{LC? za4zSCu;;3D~O>bG!tBX81fIZDdXVk$g1(6{w zCa9yRh4$;FQ5sidru@7GBETSs*@p71{{&bZ`i2 zv@AlpX4jPbC!D9{NNATOB$niW?0AQ&+R@;N;DMx&|8fJ`g2gy%mV4bB7)5TJcUO;= zT%B8%ln8T?Q5ape93PeUwTkPuTO~v%<5^y2szZ@`Y|A$=2b{2#K=d8Y_)YPpX<+6< z4wY4+%|9@jIhUUASHC*y(Dk9pGg*_~y9a3l#HtDN;-B;{JLMjWiZ`kh0R>d9$RT8u zAIR?uh!w*+-|Sc|jhOWxUfRSqMbCK9|hF8*(Q(GRRx17oIzPp3u_fmszEx*_cd_A_K zOjJE%yZYcy;5tfzWQX-=OQ1Pf&0%U6k2oAh16e7`h)|b9;E!UnExV*+=?%7Vir4d- zXmHpEP7tO}Kuq*W<_6w$GR+i^gS~9~#6eicK0oGiwNNdOF=s^QNtW|8uBfu-QJ}uL5cllJ6UC|tfzv`_bX!IC2-o9$4diB)Tqq~G+quZ{dtT0 zV@v$E*n6(a)die}XeL1fWMc zqNtEF2>7B`t`2z7GebnhzKT&A+t*Oq!qZsq7e5RupRa+#u9N;X;hGj2?u6)Xt8rTY zb>ft(%dQp#e20R(mfST1c7ol~G9+y>ubQD69q0xD^d%tJc*50qKf{2fU*}$4W9MRy zHAQ)$fn4x1GPGrCx|)9x2L<^7Kd**Yo2h?V1x31&t`8xWCPBT!g ziqAm|xP0+yHe6JJh{>6nN~mR1g^4xo=!?3eByaDoPUn&XRgpvS(MyEd4$-7({?p&* z{+WWIF$-;}H)6fjX50>!HxRjI!Z|vyL;;N+>A}WLs%FE>W~%_5%i=r>pe$KumklZ( zdKt)d-{esX;LRcpifttVouSq8J8>=;7CK4E)8}szZS7d-ASD9 zvDhv+MYH^ay8{#0Guyc>&T~g<1#XNj^rpncR*gh}a)2T9xV3#-MQarKi1KG~P$8%Z z)QIcW+^dHOoL2WHwP6f>CpK6L3||p^n3{X9xfs6ynY}k;Fw!xRv4jv@*499Sj&D6E zm~Fn8xl^l~XtcWAn_}e@F#}&0_D4dG(pFoZ0BcOiy`wH76KU%vm15+Bg_dJb!nXVi zy>jqz5@?o^ugppR-ZYb^&IfrGTS1%^EJX6(RG; z{cs&8>1C?42v-HR)Ou@(>N^cm=vwv|R6nLX#u7?ML>8{AL{m$9n6Qi@YI0hd>g#^@ z0G1EzI6S@)j`3(A`^J1RfqC=Ln9QOd0dzx#xXylKyOXnh>cwNnNgEb?GZ%hv&xT2TcrylvXWTVybd2nq9Owjip(v zn%|Z7C6*%9s3#P-0A9}gX-43(VS1dh{quC+Kls)Px%|LQrmmnWE(L{)q|^>>B#i+qQ^*^!}hac zkzTmP5a0GdbjSItLVi$z-dBJlf?wN9A|i)2R}}C*idV7=_*)iFxTgkmX9~_~iaNn04Gf zQ8A~&^%x8tP2knI=7Xgcjv61>;J-u1c51Dtp%gK%+v!(a0!(}ykB%wcHTaA+`rO8u zd2|PrDkl*zBTKC8;i@Mz4eryLCisrU6n$a{wfe1%T&qn8YC?T`yC0@h_P1rh#GL%v zy+3Dz>}?MYI%a5Wqv76PJX=AQ*qWA`n@#t?jf&rg_tRHgsq*14#PIB-{9bEwOE0ln zgbrJ8=b!KI;tW9Kh&_HZ-$R&>=yeT}ng!^l;?Avw-z%Jdh%L4b+x`v{;xpJ0_kG%K z3y^qH7l(|_`AZf(i;sYG=&2mx0Qjy#ohI~ETI*ihV-s7WdMR%MX*J$@P;P=Soy+I> z)Ig&dZY;<9ze9`8I;&Q%vESVU1U5khz2V`3K&2o)aaQQQ*4gkkkyJ zmIrAnc~3&XigPamSji>@gSJYcg^YQZrcz!Z)lKNdoth>_vmH1AHu;Oz1Rv-~ znS2D?mR+~(lP7r}n z2&9f}>8v|!21jbKLIw^kBd)$LrN?~<0sV(V>@FZ3nYLgSr!teBKP)lt2kPsqt05kc z4p#x*kayv{g*!)eeX~;qdEs?5a?|b<#kEwjRGEhIfFXtu)r8ZoDWn2A5oA%a@CyRS zj@|w&MQ-byuvt=N`kt;rwAstB4u56|xin~NEpB+!^F%4gvM2M;qWiU*W^7(CBFX~b zZKA?b_44wJj zkNXT<6^fRATw1e+{&VHCH8TBYQGB&M_sYrZoR)XgOY>6iwW;IjT-`wB?u5>7c1&ix z0j8fc_N^!eVJ})O^PN7Uh-PeR6XtLYKtYX964uUAuQtZOb~d&weaK77E#^4|hVJ3| zwDDn=7QrXkwx2OJxCM%Z(vP4A)*B9Swid?MGa0-{lM9Y7O9__<35 zuYEjEsj`dHOun(^Z_q^|3?$$j3K50FXBb%wn#t_^GwOrqa(*IGkmS;X`fFP!%IApJhVpr6*9D(A)MqiTNN-l#8sEH zzXMI*YylS3*d4lY7N>c9^sj1ouKz5DUMVb>THdx8UG!|SWQ!m|%#O=wA^ci_MluU+ z+)stPcy=Npv@cdBU&n;KVj@5;d!)9jEL+fk_sH0_ut)bKn71$d=55uG4X>V5Ov~O| z9IE(JyDS2*p%~O{{N}u3G<(%ViTZrDOgw|wm+{wRk}lE=Jc+YSRA`^xP{v-ogWd<3 z)Ve(ex|8~c7~zq$)=|BmnfXu*d6ec}%}Z5WeX~D}AWOD#F2I*HA{)OCUY0bfT>HB4 z8AtzccC~mov*ez)V;AAo2Xg=+%ZY+=;+Ta-p2Sv;RKx{N9 zN$L(&{8#-x6xvMB8alTEa6#1YK|fF-2&2t7@~p0VB_7Bx>Y}jG-HN-NE^nDIEFSS&8{x(hEoAvqmjO^ zbb%8H(lTS}2GL2mIiyXlM1>H9HRU^*+eiRNL>=Czw)RqmlJL ziFp;^=0F$Qn5o@nt1KG`-zSC%$a^$;N!z^*rT@yWmhkEl4u9g*RDejXPf%QJ4F8>@OqC63T|BKymxNlaj61KmD#t=-U>O=DiOwV%#1% zD6&0Et0`DDLRbN-rWr)@V(i$kFocb=3$0?en8IPq1dunyF1eCERhmic_qTb`afwYI zRB(>}d$vaQ**Iq+!S`$gf*74jwOC5 zyE>osI|aoeJ>v;7g;_3Ck=?2KmQa57#mzJOvIy;ZMmSs5prlqc2O>g>}Tx@{)+mR6xw9 zgS@en>$UDl(nEBVhht)`8Sl5P@9xJ22VIzn;_Siz>~4MK4RhI{TivV@*q%*fNeJk0 zN@zj9FmX=4gf45p?CfvD&6t)Hg&D49H`_U!o{cst=uVS-1Kv1ZKX6}X(~ zE>o4#0SRwnv#Zf#(Hw|(@(`ch8Y+srV@dWH)rg%Hd|l%km5#wPrxIMH4b~4?C97xeK%|(R!Ga?JPc|F2)qwcUwhbt>7I2cvVKMEBHZHTx(#lT*}=lyF<|tuK9i9 zj(u`UWu(%1W#sb-O?mD(3Dv&UnexFpGEbLMj*Ay$l=Dc{;|gfrBQGg0KSgSz5l(LgZ{`(GVCw^6pUkD4G8Et0>v1+=ZuwFDNO+3BtPuJrmPA6i7<6^ zv;l8I-7SPWo**S>E5A3m?#E%_SB#>?R?SBI8;GzyhCkUH32*>=D9Ly9I%M~LNcx_R zMP)MLOQYjsYh$KTF8;Uil_pw(FT8cA6yVgUkK*Vq(WIu*-u76bgH2GLfvne9;yF{N za!HDNJs!m;&re=>laZ7pA~bg#B7mX%LbyrDm#OJV{Aat2?(2v}~tjI9?tl6Bp3pN6Fo zZgUawa}cg@fgPt5xuWxqPJ}nACObb$urelekZr-Sj;YtevINB3ceQ9S&w&7fj zz2Q2XOwLLq~@fsW7tPR^*QdDJ%P?ae`zHX`5A@(WRS zWL=~Zrf|Cx{gNFP}_U z=17_zRpYl7OomKAOhI?PARe2lpSRkVzNII3Gs)Gpe0#yihcrI}Ua@8YR%py}sUaP- zENGdUS6=A`~|59(h$|O-~1so z^+Ym0DTj!9&zkR|o(4@9k%+sB4FnRR0nc+H#TzkOd!oJDCR+a}N_EYAJs$I8wMM&3 z+BM=jqLgF8=X9qrPN&k-8?ST-yQlz8`~wr4;nGT)+g-A5;{;o^Mww@=AJu4}*L)ZO zM~l<~WZ5`IqfHN%P$s=JK$%OnYTL2Yo!)Dfp_)gN70%SVQK4PDokoMa{ZWJ!N4Rbv zd?STp5z};gx*sj&Qm7@{xoM%OR(B4#=ESq&XNN;@g-tj0IEj!A!0NkUhb-eTqoz#e zXFjy}5VwPBP;*oRhwqjghP0si3%g18=(Ka-nB3g{FEYkgUwPs66pzS&`ksZTcMFFh zTo?GR>Hw!VeXf5RVJlg9qB?d6-a$|W#`A%1qv{c4zjL~1bbw5zh5%~S2B2L6s5%IL zso#4fx4gW!{~f%rqkGYTe{_!aiIZucsPqNgJbp+dT9(;d#{{#_=h2P1blO-R6r`}w z1|EO~kz&^_E`zdR#|SPY%f1~;#Uhyzuy23T9s;lN1T$CEPnm5q%CY*0^z(klt$5X$ zQQ^G`5NyDNAkDi(h4N*3dIxGqz;FA{kGjQcbe5$bK_c~J^uGM&nl97b2j`(}Jv#L7 z{VK{IWuXOu&u#Nh&#_lo%o*L79W3wBRZ}c=9{0MWMHUai@O;*tCf^fAeun>DUVE!U z_o_fhx!U#&Mb`QXk=7>7dzW0(((M1#ah6|Eu-zJ`8;9+fjq>D!x*>_WbkwK%PAQ;9FK2TscY^HQF~nb+0tpD>;?Rp%kUH*Z!(bGT>d(TiQp zN_gT+KTjQ-u&V_H&bR_V8wj~duAF}VlP9+E{t0@$?v|~{KwHiz%UGgXU#$DL1n@~a&xCph4sD0yNWw~)#(o<9 z{%$a!Lm@`+9Yj5^^qZ>I_}*ta?y}#mXUS!(Lw4z)i$}T*o6dQgtKOzV7jf<{^TyRVh8ZvTal~ z>|SVz#I>>%XUd=u6d~Fu4aQ^yun+yGZf0JdyxYsBp`ewKUoFW`~z?umr}6h z6GQreY1p?a0a(cRgmqf;Le9Zu)VujiA3R;YDoDVws2vT1YfE?NX#ExryX1j|GHWVf z9X{c*^r4h=HLB+UTlw~Ej~M4PCG1tj_zO~&g~ZX z8}F2gwnbdc-OibnJqIJ5yRMbl&*>y$5B&Ad?faXN7aU_+BP{vc-tgE#xK(%^fw)@%bE) zr2g?OudwPxCO|@PLIH?p@IDl1Pvv=izSDcyfs0_~Za8U)v-Y7TG!A5mu)nH=W8!e(PQN(OQ5>h6X6rICWl=znHn;|f1Oi8 zS6I31*ge@?#&C2q9srY-$xA16O~Q>lsxhwDprtj^VorRDJ#+X9h#%LR>Pj z>kQS7?4YVbcA9je>a|6Op$3llX5`LCovgiVF>KpOOqCZzCJsIa6Y8-Z`hk~h?PGhf zC|I@L#rWRpir*umMv`?EetKtF)=-AZn`dErl&;Hk_AL$@>K~nDo7H9$klHnE{w9*nRjj|f`FY}`;H|D>bq~XJRWUq$G#K|z zB|lTJROqxB!!00wz(ietY6j7lEXkDMhoDn0=$RLq5M=#kZwCmBe3Pt=4Cz($J>(gHw7Bx;G$HX(vh`?3L3NP!^CPe$NK5 zEG3yQT$ddL$?A^{j#O$poYo6k?{1l3cp*DQC1Ju3P8{0V)1Ru}kjgh@P>|jR0Dr8O z-1>t{%0GVI=1xtY23qq51$UGTIUp^*TEtg}F^-qRJ{_Yv#_3~|Q!B>EB#79nyC?YW zIgC$bNndhf?{h5-H^KEeYa7`JlK!dp%wty8JAVJu8!1I#Elke%ouq3_%7$yh%3JfE zB3QzrW;>ez`e6C-o{riT*eU#BDwyz^V52H0_EJ;&W%Q}U7>$sdq4-=BMfm;kmVb?q z@(-Lc_RQI(8a|~5pN)}xeGi0h)Q+lWa73_^bxhllxDu*q+hD!uB-892b?YtdJ%H2y zNsq;E{9{*tX*%b`XgpY1$b+@1<+6tFbDQ&KqO^)NVj*E5AX$373gIUYHj^KC5VLcg zrA3p=T~xt=mx6zF?x6Kuawd068d~Gx%ZI{6Ul+bNW>a86p!}H)5KJ@ay&A3R>$G_3 zAnV*xCG89KiYRoj8%)AI<)WVHuMt8d56;Z`bC!}=!Fe&b zYX68r;4Ih`H1)Z~oN(7E?*QqG4Tsq@lh`goewH4o9 zT+Y?vRs~-p24Jj`2N%qWcWYs~%0iMmJRNGSYoABV^Ut-i?>p6)Gj>}g7U*gGpPY-O z8l_cvb2K%8YTj3du(yt{hj&Cqt=M|(&J=Spz|c5Kpvl)tw|M*NF_Zma_rE(BNEgPb ztn+2EGTYb|(VmD6thB^eU}7b7X-PuMN&Zb4@B}?*pKjCB&O26D%O&8_gUr zvZv^1MAWrK$K36kp%c8woQTca;6oEN59Tm-8$u~_4z@vct`ovpwO2=VPN#3YDle-B zUurw80oy=h5Xog3L%;qH5ykqZ=T}3h%F1%C+QQCL3`P7hh%4OMa+a5_1-mV_Sqlzt zH7SaYa`D_^-h#5s?9W!s?g6R(nGMNG<#M%V$YO^RHYx4BMFj-IqanqT>{GLyu zV;aB|dbXC4cVpO8!IJ&q32#~47vxxkI;>n^=j!JSF-{MXK2Yh5=kIDAbel5$)%1rh zLqWW7tKmiEm?bFe1Rac`^pOB(xWvbGzfQiO+tKruMa!MF&Zu_=u|eb?U5ANFaKL7T z{wqB@p3R^2OBcge38{6>*yP|woXMMsqTx>qkXi!0B3t=0T(i)-I1ixp#gg4xVPeCq zoM1IA_kpvFM$esxizT=KcZTmCJyYJe7MlvXL7_+oM~_NW&EH4#;h{mrk5X}Y9T|mf z@BKRlMd#$zSns9IOfV;nG{Tqqb-ShzX^|L3>xGfq+E%(rHyM)JNBL595?T&6tQwaN@s4KIG#KcYr*TV44N|pz5_>zFbdUk3stv@5J0@xef)o@+fuh_h z&-<{t@$-TUlkkRF%igj_;xvTts(2m+8<1fk+5!Q@bqs!_OhgV9% z&~hRBu0Y+ zG>`-CHvq0kL#_qA_EKsr=J8wKhBAkzTI_VK5Y2sZdPsDFK})vWZJRNXgC8T51nGw# zMQ9qxSKwL6mTCBJI$^!>ma&nN@~wO+deYA3??;CQ^mt0<$Q5JIZW`*-7K3~fwKHUA zGxsgSDp%i$OYur9W0u5LX>=BjD%<9b&gY(fG>1cm?kwm*dAgOzCTY`Mm91o!Q!)kg z=AX8wN(^qc1yeKA1z-N|VTv%uG6ufQQ2yiQ1L$Sh>n)tx&EHsXf??4QUFu97$%_NS zUd3Az{sXehLf%S?x1S)ooRtLXS2Fu{%UH?e{D-=>P#atnf;!9{xyD`?j$GHES{~bx z4&Lr!9uT8lwgmn$x&ghY)pU{+wEf{Sa4;IXJsgzC_WN?=+r8wSSkBq7*p)fH^7K(>l9|=VmGWU9z zlJLgAN~)6X{{&~rq;D3r4$ ztf%&VOi77h^ZaLpQqyu6A>|o}H*R-W)U}w( zYS_yf=q@Ds08zH(gRc2a3AHjsbDm^V77JeUlxyq0>zLiG&W*2sHVGqk5hpi~NqyTk zQs$VpR2<(eewlvT=v-oV)0}|PSLS-a9O)XzWCC~1g@!~UwiHi-oXFr;M#!a0i2_}% zGn26xK9EM`-kl@qn;MyOW?Ed&`~f{7*x#kaOgjfiI1%69^B-8=?leu5!;xd>m{9cn z8fi>AkF&>}p~}SV&%nEo@8$`&PIYbRF5RET2Z)y@1JXFvYXJai<(0KdPY35o#zx8~ zc9u-zg-e+GPpHE9iYGVkSwWY*f@UvgbRL$GWkWybRs~h{+~8FfSG#+moiCFRMBQVH zpoXRH>%gD}Yt*dqjKqn$7F`aZm=+TO2n?|5KQ`bp_7Obc&fQFuRnnlv@!o=Ssx!ym zd)JE09=Wr=Tl(g(@|Q15Ytgm-=!F?S+0@;LdH< zO+X7QV11M-Go-R%R^qOa*?mL&oX2$0KoUhQM>!(WM~;B2H5qd3WJq@3Bt8B=J%eUW z&0H&Q&?{>rcO#&4k|6%m*A`cLh1ovg)uD=EQwjm}CLb3xeBCGlO5TGJeob}h8TnS1 zRtt}Ev|Kcw!0y%_4N@Ac>Xnuz1djZ7_99<a+Q%QP4 zl#{|#?mx)ou3x=QS{)cAe_#uUcA5E|oh=djx5}Zs*_nuf+s!j~OG_0MjSS`gCo(=$ z5ub|)>2Keg7O~> Crt@e3 literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/s2_winter/s2_winter_part2.zip b/tests/data/mapinwild/s2_winter/s2_winter_part2.zip new file mode 100644 index 0000000000000000000000000000000000000000..95554417a0f00c00915d2fcd1df25b02d1e5ceab GIT binary patch literal 21027 zcmV)NK)1h8O9KQH000000LxN2R{#J2000000000001yBG0CO^5cWG{PWpZC|VRCdb zFHlPZ1QY-O00;ofQaM-chjCLYQ2+qIQ2+oH0001UGGBLTZggdGUvOb^bTTh8E_7*T ze6~}ND8RODS+;H4wr$(C&0V%_+qP?$ZQHil``mXvZb!f9l`&(EShTzw3Gjb0&_9Oy=QIBV{NMb41opoe5fB6b_@AHs6Y78S{~3e!UxxW7 z^nd)HnuCAB`Cns|{xRe~fBGlo|E>l0uLCX!=6~w3{&8S13;@_aX8OlSa{~Z?0|0>hcb)$_5J*E9+JE{X8p6N<&;Y<7{*#X-{?BCr0?he={Et%-tBWfW zaIg^26R4`l5_s9$nG!HDDEs`MtPeoZZ|A4m$5TYP{{>$(%9C?RCi1B#FSsXYFv|w| z?Ub{gvzeJ(<)V@Hw%ga;YI*D*!*H7#pR=-8llgvscA z4}+AsQc*u8cfV`Dm_v~VBUV+hmOX|qwxXgfC?Q%uV5@2rA#I22I6HAv4F5EXVm((N zaC^rco8b`_A>&pfHClxzm+~J%kt`G_z@!d>5yrEvdF6iBCyqof5xz1ma_OrKWyWnj z^+SA_W#44%7)XYJGKsWR&{4zrTxtU5HeOI7`4e@uD+1UNw~|T_z&9M-YyhB)^xMG3 z1D4OZ5OG5nl_Y`U;Li#VZxcaDbtS@r*s;qT_MM1UEIL(+p_rC|i z7Vf@1rKq)yRYHol8o%{uYI>*Mts*FfyXC0Bvd2KkAz>VKNz1Rlj591U;!dx97EffWvmsG zxQ@FaMDc~=RkJ`+5*ToyQn8U8J;nn=KoU`7C3-gQ&@+(HU!sw!5(opx5a%XP{VUPr zLhu_BK#QPXc;RVLcsGo5i@N64)-J{k;5Gv9BKOHE`?PIr@zhERA%ntEpqQ^nk0T>} zP3IuM5k{Ru2C5bsV0}=(@XwPG_bW}oP6yvOz_XoKWIn_eTG(l3B3ae(l~?o}^57y6 zR>rS81B{sVR7?+^et_i9mu5gEAo;%u&mUmuvAXhwjrBkP3AWd!{ zumO=p(f7-_2@km~bfuQ}ur3?{X9Em1HfeV#xy;G^2Rat7NoJ{%cgdTpL+j#_d~v-k zJ&U|ysgt59`$?*B@2+Y?yqJ>v3+4XcxA7I%-!I0yT*wSynfoPX*MYYA9Y3&7P&Z1+ z?1(6fS_+d*&xmc z$T&|Y!aVcGdAv(oF~_C3!VfrcUs9q#LwLl_!0^pieBUGVL8bmqk16R>@#!#5_;L-B zC>U+8K!pzQy6XRdD#HEv#JGHr|etJ-($!}9s@D(Y2aUrH?xRC{Pc2h zi#1yNSNh@BrBJrUBoqrFcTF%YM9=b|$bM=5)UHprh@T5VvnoS7#x9F9n$MWN_1QXy z;~OUqxNDfki(nO^6k6B7Y=o->k;p{)$@6|@>H7kLHO#jByda-3Z8eX6bt-sO_D}q7 z?ST#(+Hzg?Fx>{vD?sgh(T#B-04HUg=^}0awv*`YmbESreU?Xp9wF%!{tf$b7m;I! zJH!di1Dg1dmr3j~Q6C}p2b7w}?LM*>+jos_6Y9b&Y3^2Ykc(S|m29aMPrU&J6@EZL z*fLh3sYp`U)m*+$OAR@so$0t~7R`mh|6zQzY!ARlmR+)7tb1r8tD68VNo|3Pe}x4n zgDDr`@*s{9+zmS`JIJ)d8p}me07WBWop;)rf-J=SvRtEN;z2<%fG}O)r5mewSNPeI zNlb9kLz|RzK9g$Y3-Dd+a7V8ZX7(hi)o1_9-V-Y?fg;zCV!ooV-%N%~m4##HE5nc+ zsIImyD}4sw>I0oOaAe{*=?T#x0h*H=HT?zb=x^svCeVO=qg?eD*CN$RO4rY9`3N0a z%mO+Ixh70Uzs1_rBZNk7DMpdK@o{(#mWZvZ4Jk2wGx!Nk{ z-W|mv>ZccQ@_w)2@|;5xD^d}gYl&G9GWlFg5Cmlr%6FQ-m6Z&6fKQz3vj#C+v}w)` z^su+55X{S8*l-OH4a$GbntNa3Ej@>3%FGgzM-L;O9ca@8Rah7+``#gRTs&`G6#DOE zPCW=7sJI2O6q6qGD8vo!Aqb_?B5}d;2*c6X02f zviRFR1#6*kX+Yb@6nUTD_itAzF`(~}%Tji zZZ?o5)@=ebD=>D|lw2lGsKK-Wx4BIP!vM!L+-N$U9(rpe9eF*+*4FgyFc3swsD7hJ zCvV~<`%X7?&|hy+<@}-oQC;=RD_gw8A+eY;p;^4Hd>Bgi3{?aHSn9ep?#LOi1dHN9 zS&SN%NewZWLMmPZJ&s7SvY8l+4<)mnP#$~7DY99On@H-ZZ3)hx8+%tLB(U}@0dO2D zHLG3i+j74MUP=}3Or#2?ypFzWB5{^R3X+i{JsZ1N687cvIN)69Muk!)XcfcH>o3%dkU)IpLlHC67vaf6LBKGuqW}j_ z$Bj2g#wl8X&XUTlGjNM&eXv{?kQl5Cf1ePa0OxW^n#2~YjtS2(`E20rx3r^K*ALWo zD+&!6%k8uiP2?03d^4v|D!D6=H#ZRnNlMqeE}st0roG?JC6QHwcKB=#6^` zdtz8Jk;n&qNPy!uCcu3=dH{r}fX`>LhT&xYXp3#B$oP8&`rSGnhb`J}N~oOP%|w4z z7>?72cnL``+9Nt%BX@3>uv1usp+lDOzgF<+%|m;$(rjxQI6K#EA!a$()Sti3@Oo$; zVx?SS{VkLiF@M+;<9L#yDUQwW_Sa>@En!e!33N=oh8fh~$FSGRGnluCNONwSvP#Am}RFQVPP(iKU*NXdnojx_7Hf$d!@46nrFWXKzYnHlu? z;W;zzw==Yynl<;lFS}M294j+JWV03_=jio{*=L5d{ieYSUq4T1g9HpHt%D}HZKg|o zyH8#qr3-I+Eo)?t!|+cWW+@V&-!-LRq3l&7>xKdfD2evJ1g_5k^M&yjcqrcD@j%*@7E`i9ohRjesYI(bLaD_A6|_CZ0?}iip0zZ!2y)Z z$`S_%XABQ)1687KOR4*oUhPHV{Os4%8T+WuU(70qd0abjwvU+D9_zT)|q zfbQZ2=rRem3xVijFgk{~oBH!?QsstKv`&}4RsjS)%XSnH?$|ZFp>7IdXYO7B2}3KO zE(Z|!ihkvul;be?7BcjP99muFB`;s>U{_^^#nFzZn!Kfqf$F<#XmHLZy3VJga0zXn z;VZ=paepa(e~jxv*ct2K{UP!1%iDU9NhqU*i8(QP5_5)Vq7!YO-RII~Q$V>d<=+SC zPBt*#PU(4($=K;FOq|0&W3XxF+Z%I9R%JPbty_Tb=;d8nG&%Mz=9cI;?FsFt>j{?!HrCNNyZwlEzo_kHNq}8Hx4f5KJt<7^r8#h9q=vpGk?$Ob& z&S&o$&kwyIuK0O(o+@<9hz~)?UrWSjsXloZZQ`-nJg@vccnbXDJzKCZ*OtHxyyDMz z84~6H=Nm1-WKHs`0}v<~ZuoQ=t9=-70OtO+5#655v$YuE`5f+S&p>tG9*Dy?QIXpB zdW3JgEITk4a*K&f^)C|lQ@>;Xk?*Yq5*pw0pdy8CJ5GIO6SLAu_(dgo=1+n=PcJ_VO9 zC#|EGFbgIFy5grXh11zNlIoYVK$cMiP&g8!&wWArLB(ENVBIL z1SHanx%)gloI2^F`w5|j%Zu>d9J+dqNBZ)O+V=qkgvsSMI}xYWzSX0n7uKYE>xS+@ z*tt%6yE(fI2aYR$HV_u3x^-J0+D~3qm*Y;K_UGZz<5UP5&!k--uVcre0 zYr#@i>zrOP$#kRz7$Q>;iX{;!Go;0Y;FoUl$#-|LcT3cim`Kd0}x^jX9;|?bO;x8R6ott0A_4&{l)^d?-DR14u?mbFQ zVdi=Plu$N5SD9*?`uq&v@A7``7X9B;See7cJS-8#P~uySkfe9Q%Eh zS*Q>Ny%X_t5}X0dB^IS=ockg_9wdFz`A|}@206hlx)4C&%RQ$M&79%1NAo#~qCIcp z^a`h>$b~P}J`-}5$i-I0aqL2two4;gyAg$=53(+<80^9j)z^lqJ_l$S#U&FEw4=(J z6tAxID}a=e3@F1jcnA#@o2xw>)3^(0W{?Rt@`L=ebvy*bpB^l|{=8l>7kvZ(W%Fvr zcL1;v@8cKH99p-T3IN!IFQIhm=8-84(l_5It1p92-fegyTbl1`KZc!wRR*jK<%fZb z)p^?RFJOB_=fJIi0IVsQvAQn*s}r5reepL0gbKh9Z_tJ{yyN>}FUl0q5Y*#jzZn0{ z>s=6!iR5ZL5W|jIv$#|JWa8c~;+rg8S2p640O1YNf~RQndJs5QU%1y3#L9=y@` zvTc!ZFF|*sz5MwFtMd~N+dB<=<@eE#--)I)up~UIe;IE*AF*pF(Nos{ZHa*_XQEws z2Z3T`T*&NWQ^It^`s{GH787mw12?)!(3?4tt-d&9+^#7536iP#ICe6b2^vZaS|LRG z!3=hRGCvp4@+5;o#C;f)kJ23hz@@yI7deIxe`=SX)=H}tufzYa?y(EOvkvjjiH@Qk zG|JDpd$l|f&7W;uH70GgLTaWUHyifk89lBGJWJ+nO`+N#OVE9Tfd>*Z-WYa6E%pjS zsnQv)_V_h0L9isCvm!3dxU$Qb+S_x2$f_(|9K8G4+LG@!b^-_7oEBOR~7sc*v%bo z-buZ%qJe|eC@!^F+3N2MsNK0M3>}I|YSl$nw1Q~(Sqj~~yfBIfo z>4z&zvL!9J+BRdd=-_uaLpnD|6zjxsi#n$&kWbFnZo5f))r9b{?-R?CqLV-)?C4l$ zNx=!QqltismvW9jCB%+tKR;y)7*mdN%4{ zz}0ii+}NbZeAMwf?QC`q7sy#grjlYiUG*l&X)tQRygTfpd)4c_AU;Y+=REzX{fffRhxH+?#=OZc((`4@MkBf4Bx^qeywp3yCcX3KhDD zcvl2F#tv1pZGoZ!Vg>`>ptVs7Ov6JgQ5yZ$c?Z&N;R1aSQQk%so9Bspp9&b}8^)FJ zE!(UyTc)OryJCG=lL?by76Hcwa*`0_An!1Bn2isJW4M4YOxn?;-Kw|66*3K6 z_OZlYEERS!m@=-d^wd{8F}lyZZnu!GUqmSo(AN~31}xDAsTuuY05m#PY7v7{2nvmA zp75l?^&A#tNJ>JVQFcX&C%X5p;91w=W&`eTYrEJ+xC6BgP*qS!1!|S;{px55)B6Y@ z4t_@Gd9kt(p3GcBwthjeLtzx~q!x0(A$EuU1}@|*~~(`)t6Sv_tbdFAZP>g_&xj~K4W(+XAWq)u`^fPNsr8J(=&`x%ZwE; zyO)>>zqQC*a#xJbN{?4Ya=g0i4pg4hGn;+L%Y#zp!v#(gSt?D>vv1zFZ)|j5Ug=*i zJ%Ja)>UE@j8%s5smdh$@-3PeCs?6lX@vwGfRDLPK$qRp{m#q!gFo+`d79c$z3h{LZZSJaq zgp)$CykgmFg%0ko>V0N0np{1BW?)TQT{rZM@Zzy5=E2BLczK8&U3<6-#XHWJ5X|fU z2Clr=+`IL%0K(^@@XT&HM)jv1F_nE!3a0sP&4A7Iar@gWJ5H8r^A4iX2Xoe)C(akb z!Jdw@uSJ}f=8{%n;&frb*TdI4f2r%#idt22!o|Hw%*vJIAO(7-!?y5t!+i>VDehWN z|2hkgdTBK0ySevyagR7Q=BWW;@)Rs!f)G*Lqi}4M5|&p&z_fN)B2f~Eb9+?>EwM9- z5|08UU#DXS_t7KOem9gA6(i|kH8&x+I?Xf`9bV&_);>T1^`00c#^>bQB78y?!E-ix z-46rKe#yjr&`_^i!R>1}c06rk_3>pEJ^mmn{5 z_lqrlZUU5;@o0G$F}5G&q~CaW3e%ov#=#7--!n3*Hr>5J9d;yKX-d{wT#Zyvjp5>* zE^OoEh(7l$iGA}-VbwNfaEolUqTd_3cg%CIuPKddK2*1qD?c(gypNJPsde6$4y(OH zG3d#bvre@sAJFo5(NYT5fT|kf3#t-2O4gWfozg(_a@wC`Eg+@NCTaS6ua+r7%Z`#0 zzFM*yyCPVa=c0E>>ZG^+vDDi`E(+gJX=<`>wsd6GfkXpQu{4%HcTeY001@y@rF+^R zzwn5@p?!)g(owPfFTvHuYOR**8)Voz)R@@98IKf-wkz)JWx`g~C_#Qt?&|kMOTwD> z3tSx<(1v{_tIDIupy|vd)do_Fl%rluwttWaq)svnahn7k&coIafg~6rhuO$#O{Du) za1GvF<6lH?y5-wOn2~r?obVBW&zrU^G?*|<@Mmpq;fqXH5+Faysk*l$e+{Zfi}34Rc-OwyqTiRyilxxW?&1C>S3K2eiu(;I~;aEJic( zO73wkW&L`C_X^-d$17dgSP?TQwXe)OB~(xr56U2f{3PX2U-JHwm~iSOI)n!Yyf35d zl%*X!)b5=|OylcMC+b^E4wEfS5_mJBOHFDKqb)VKgdf~NzN$yAmrOQKaF7f%zKEU{ z>+T3n&JjtVs?|xp;phQjZ!QA{<`XU{DV;^0zeHyNS+Z6{8e4f|nJ7$jRwsy^m}kD7 zPlMxz0qHTDN}LWgM+uwu^=Ojmi@=9gvdar2qY81+_oXf%8RxVE*Pg*JZ5G^d|`*DA?R)v>+;Lx4amn}w`Qu1?6|Abm%#N9 zp`P1HqIW42anH`Hj%dq-4(E27`ZFsW`?tN(u@EBD{XCoYg_DD+5tt3=`RnI_hmPi| z&F^^R^)>SxJ@Fwih@dzdkIF5~_FY{px}Gon`Coe=qj2u@42;q=Y0j-B+=uVs4$A#^ zcSAi*V?lraY6UwamE5-7+F+k9qZe@n91{P4>6j(NJEY@??_u+P%H84O(^Qm41~R=_ zmZPiRcRP9oPeW5B)C?@6QQM3D=IL#i@ivlYAe|R~0R*4Iofadl((+K3Tx)Y_LVPP) zV}DRX!ZA_EJ4PF6A;co8PTvL1fisvz^DQxB3@avY-urh2ldiG?zO$9(Zh1c z0MH+wUXVp)&5J(J<6eL0xp>%KRh=|#sH(b=2D;`6pZA<+xnK|`65>uj%nnU1%C4x} zI-m%sg-o|nlv5oq^)aUhtTH=w+1*rH5MLH4?Nq=X(Qg2T+Dvb?$KPAJO`Sf)e@bnlR{eBG;V zR+4Ws(jfA=Oi6Qgoms;*)-KCuj%HlbvXw6wqcSZ~z}hJ6_8eSo2$m|oU1BZ>%kPz%dnGIhGTK$Tu13(>%$j-bw82sW_r9MQy z6W0c^E1=C0 zV^Zd-#@|<24{x^_#%h(|7f%_b7;5{Vnb?tl`FC&y{)fFi(Tln~oM+x59FTcumJW}~ z*ogG)X*r;bNQ#ckhNF3f=&^L<1^5a>H+i8bWWIFY?iodTN0(3pUxL(V*3t8m^%m~T zzN|y(l)#WV5u$a+A=jp0>%nDB9Vn?RDqEplx(SVl0KWodybyt945=nx4i(jin9(Ug z4rI65Mu3&wsOSY;ZbO_0C|@|2h*qrQL8Gk&^>3~5SI2po-eI` zv&SzEX~K;&xg<1=C;L@66K;M=$GGMM23gvTV|Wk-K&2V}gN-NVPp{ay80ki~{WR_b z+={N0ML+so*kMNLHfbI|%F1S*>E|9Iw=9|~bAD{y0=-@p{_<=Z7A=2X%05d>yJ``_ z@mIslr*S5FyJjF%M(|o-?p_UZAca#Jf9p(iga{CTu*C%bfkl=fZ_Mo%{7(0&bQ+&4 zL>=a1j7i?X-B3gyeTy{p=1bvs7O8faN#*P=jL&g977A8}R@xmc`c-pXjJF+MbAg7d z1)vam**5h^!~FiYP1+B~_us)f9U|_;p8@da9{-fm^tw+h^ufBLRH{^F$Q$s*P4}CF zrTz5eu0$b#_1nRl13F9 zs+sH8DV*Oi`LI|(6Gle~Xf$A%`=IcyG?)8X*;^VVsG^rcd-Ut*DhE8=iC?1U?bHKK z1??Y$=pUrM>DHj6Q;`O&s&<`;=Zf&vJ z?|O7!p2U`0U*k0ZxS#WMJST3}JqaxW zv5Msjwh62U-YTW7Vf5877`2kie?`Z56e@(B)AU!`5cYEs8E6>UZ7LI$4d6l(UmTb# z;x`N%zwa2}TlX2k(gWRe)4Iei9IeN3j)Z_wS5H83ba6svf`{oKrT{(4H-Zg*@csRA zc&t%Y9QKU723L`^qdYOw)K&M^Oc`ca5Ia9uLgAO?Al1lRA8{!ZucHNEM3u+@70eBK zSw5>aE55$Axcs#|s-kgPGw9D=3+RMXBG`^ z-Pv@y-jyzsJ6(1?jXfpgnaabGSM^tEs&iu)L+b_?1PUG}bMl;NK&Zt^V!`E2SR=J!~AQJ!ZU7gU~I$DN7HCEc^_-i;v8+(1d*Sz~Jzp zmmnr*gxsm%@932PHHREt228$G*A6o}3&NY2cNmy=Oqcqt$`tCs>Z`%i*5)C|S3Yg` zwlo3vnxWzrwq3b^GeW*t`zLWVkI8h~g7*A9IgM`UaDvz)<#udD@wiae3j3qO>?iCq z>&FOvZ1oA0UV*WICNmP|7%M5%MPT*1x}O5!4d1bR`D_w98AlJJq-d3i&k(EK9}~`1 z{3|MiP}ULPI7lwMu}J5@3^yUiN#A{NfSgOes8k6@odLqBCWRJDn|SU$gQ+2mIin2o zhY-RwbP9AHdb;!GbyoTl0#{XeqKx*nSwTa}2E$e9*BVVouNDX?s$TRo{VGmC?a4 z2EhdHI(7cfq-h`p%})cWU0EdzPuqX~`59b^&@A zg4YUsw-gFVTzC0#GCLb{?je&F)o2pU$nIfZ%mrmbY6wz^H?npHbKpIVXr>2$h{yDZ z8JZJeowJ`4F4G@N0L`pd&}iv)RJcC2{)Cv!Jgy$PxNN0y&3N|0t8)Dys@1+BF=BlC&#?qq@5<*}_4O1z&Smy^AKVcVA zM)ntY*zX03hr_2{Z`aYwM_=vpbL9kW9(fijBVfsh{9xTx55k597ATEsZiqcTZHqE! z6Urxz9}yaSZ1u6$c3x{S*}p|5S}t;$NyN|w@uPwSMV>&Q^H6MD_pcpVbW*bKfmGa? z6B=9l-V$t)B6Yxv9L+cc-5^xyb{i77-5l3Mwkdm2ll7Lt?B&W1yOQzVgvYna2dSp+ zaCb)7G%QC-p^8^6MJ>Zz+OBzn3pmQ%TT*W|q312S^nh+j@kxcDB2)S1AK#8* zeWccDOZ-T?27GN2SzcaJfsM0}miMqU6Qg)B_i1LB0Hx{#=s$^BGBayu(#*Unoi+7% z*||N60zi@*3N=sH<5;iRf3Gtl@|UQ?Ci$qc4f#_(_?e?K3Q{uBVgMn0$$<@YhCG}o z+#{VJvVC3ghH}OfyCRu9$}7PQKkhL#aSFiA379$Z83e(d5d9ubrAv&@gw~BJ^D-jw zh{1$?Tz5*P-lM|@n)7fB0zH!~{*H2nv(VRzd(QpcF~h*j@6I$KnexvcrLj7ITKEYk zD96=WHP;(C?aMT=DjJcg3p!yh;j4viIUkUpf`*Tml8Yvp z2pb{r{@qhj!dgw2hh`2{N+%B3926!w-=p5h11-0+Z&Ip@EjKd}?p*3=$&*AfQ03h_V|}#f9Olt} z%~JEsbhM-1seK`o!e%4Q6xYgxt5Q#o*jLA@YjX((!(pcNl>>9yfNXSz%BDuUBpYT6 zD8rw|XP$q3$?cXh0hB@KQJ&H*=~vXH54m%{trr8l=d(hSHEGTo5CZXmB_1kC=&0M2 z^o#DHFPL7a*}1d>Fg3FmXKS2S!6vZK?y2c{^~)WNGF-9O&S;tGg~p#k|NZGwMSH9jgfLuVq8?OW#jyF|5CQ5c z5x66h*#xdw3s&Ps-=7St6(A!c@YF>e0Q~*KXN6}BSkuWUf+#x$G1fBOu}`eeW}8E; z2;uWD)7F4mKrzSu2{lhJ%a=vz&Op_JUG<`(pM@xXh*~(k0$*qN8I-P-)s&F|d`;!S z3=gleq*_mrU3gM+I)$34TGTlTw3U=I$K`74=0# zXWCuP+KMheKK2LRnin^g=ctCj_)9`t>fZ|{PH4l!Nd~nEzmd%3b@7@lX?ABSBKYL+ zX66*R#L`ri1^_^f9;`k$aWt;XCh6Q8G7QtI4|+)`cPKTh!~`nKg#{i^Zc-_SFYIKx zVTpyy*U6a;XxUlQ60g>SDVUfY!*2SvY$~zVr$bHB7H`Wh_062R9{w*eF;~(icjN~E ze^-R&$vy%@9u3AgLb^)UDmyKAUED$B(83Y`%2o&0nDp)KVzFD6yl=1742{p|I$5=# z{7KsVIiJOa#S2o|9Vk+!D+2IhP7WHRj|69(n7W!NDhpeI{bVY3d}!m|M8I}rY`};_ zx?Nv8F)@8~x!TO+Rnt8kl=iG`@ZP`Ydl|9r(lY>y7zh@N>M1TUZh&rF_tsE&B~v)l zO!&qk66-+x^JHunmpfdOM^X2Y4dXAY&)JyjU?6e$2eff=Rh~toIGavM zGWD1T3p7aBaplL zQxDT|LdFG|iNR#oCx2XJ%1(XxG$g3`+ARrC6X`-=ZwCOR9q$f%Pbmp2en@**5sBse z-EGWcgDe4(mVaHcDH6X=n6q{*LHX9woyb6%=D?=%B`2BXWX<$+p4E|53MZBjab%@* z4Jo^+ZKqPNQ5u~#RC_Pz%cQ@({E~Do)4YtI$s9qwA$>{4^fUHQD89LbETs}yeSy9$ z&bd5a_bMOV1D4c;U>WOm$hp^T^W1W(01Fb%f+9#RO9Sp~Olr)mK`1DrU%4z}1dU;m z7G8!&gLdXswAL|;3`-*#3@lkv7Z(s$fLH0mn*S=KkypNq1eOWfqcza@%UPA%6WWMxtfp_D7GduskoYKc5SaO4E%2eo*E%OI7Gq z79*@WORT^hz~5%}8opr1sx>v7=RH?^b+|gYn+o6po5RopK^4#4+EYeL$7Qoi=j-2P z2OKrA3Mp`tC2eQ16xA$!z>unonMFAvcv!=3lo#}ybhHayv8^+Ji_;rN$?kz5m^+V? zsA_Vrp_DU(tPRFw`kzI?Q9is#uI36%(s;F|22epNlnhS5bH3uLIY?uMdh~%nAVy5$ zR;`3$?!6(qr3z4bA@(-Tk=SLLcuyz_w;7){G1UJ2=zkugI2XTIaaF3_#1gZkAkyU! z(vqE*o95Noyr{A#zhc}br9tR?4iikJIWI$W7rUSw7!(E`djYa#lzW0xex+EZf3JQZ zsDAu{H{9mA-^~Q@1?^xQa`2M@`8F)Xy4~Iji(|UL$j#WBEy~i8mQ^ohEy;NpENaV$ zsY9q@$$GskaZHoBXV$>J2y-mqn*{?WlBZ7pI#`fQ>BLG1L~+?bK^`8C0zUxPrN0&s zuFs$4fuVZqoa}O-lCm9E+jrY2Apx{4TF_-XQ(C079SutFuO{z%8ICG`-7js!lT=> zfpQ$}16Gi)wAv-m3XMp$K>%*cs0$vt^YXkroE7{xFDSeW&y~iv-VxxiKFk6P5AgQY z_lUQb+rBemcnadr5|M&9viNocXLH7B=K%&oBx18B&}!T@KKJNf{~!RvK;He^WjXkh zJ9QGD=EQf4c~MKaS=X?aZhD2e4p}G`6q2ZXwG%BQ-N|gXLQUQ7IQ`M{bC*V@4%b2& zv#-{?Y?ksN&d9jo8@Xa}HlvJX2O4ltBzlH1!!5%#%1LF|A`=y{8S6AvhQQ>UyH@bo z90(`OA^2$^EZd8bXBQ6mSp<+40R*nJOLV)R_~&gp?9e?1NQu?0av}@wrRdNSpdc7x z50?0I@Hj9{EFrw6jinNQtY?Sh25nC0b1W3P;gyj*P5>;%bh$rc57agx4ue1-v3@t= zJj9ZfM%ABU=(d=6n#g2zLOy0)V-O%avJBE3cVp}(3D82K`cg{ zmZ3U;9$hu`r@~1^RYV6N#5*h*#l5JBF-t;VHt@N&=%IJDe9m^mpz&xXQ|spfB$1z= zXn=N^@iU8Lq71ueqTQ$BA)bs@e)OhE z0&R5C1MLb(ixs`Oh+;*edzeQeVsKrzjGdX-UD(zXFUJ7{5j;7jBX#s<{!ZS;%Htt{ zD4mgOX(qK~YhQn~L}ne=Mcy1GrtngEFIBU)yY~lq&1?!3XQ){G{O z)&G1Rp57B%tw8w-w~D`w$}IaRMhhDY9>}+ApxUxh*Z;))VV-p)NgxYK)RdM@9QuT6 zUFW|?AFz!X_P4B^-aU)|ao6>7Av|rfRkLNYwkg0URQAh$>s16n033&wu$QY(Hr^?N zcCOT|I`R?-8G?v5LAZC`?2S2KhhzfK07W@DFi!_bT^>-MLLeQ6JE4G7iYJ3e6z2Z^ zL4%HrVpX)s0s6U*4ilPiY45NC*D0Ur85BS32w<|Kr2|)(7rx((4B`Q$RmsLg%7J8g zP<2$%sUJU{iuLtM3Sayi&S3w>q?1#}@{Wdq4Gv(mp4$W{+MA`x$3K1^JKgvz-?=Z! zf9b(42d#vush*DAv*cz2fZNuYHkD!$|NE*jGl8A>#gVM)!n7zf$p~9db_d3OmIj3> zqnB9%z?xe`Q@W{<2B1rNSzv%(wDIyrqF3qSrDoDk?9&*6w|7WB3yu zkaMhhTj$q>wN)l>?(sJ`J{Lc}9z&F_w35VrA-iFh4P{3{U#%R6Jts;u#ppYsM&05P4 zDG|mkDuNDwh-y@Ibt;bim@o}TDL|Ex_J>}>RUqAunJ?8yyFsJ`kQ(}25Qhg~0@NU6 zXjz;y2oCU>!#19?HHp=GXH&$zY@wgojJ%4feWO_k`Cc+lBCb7#w!0*igwjrGsYRn> zsFi@Xnn}6~>}m$f-q6(6vR}ZK12JQ7={C2lX6oHAnLX66%r<<6sJvpPAW$a%(-W3Y zTWXBU7Qxy%n>kEHLplU*g^CKXLu?Ng(o4v$D_Q`_YBX85mfox1XlBp|YGbq~R*?*M zuy8t!lf|H{t2#>KInk6E@_pg2-rrSypjn_2rX84StKwp`i-g3mPtzb%kKtT&LjFUA z-MkTy^^uz@1k18<<}4Z!&ht@m*lS3Zgt^sl_Z|GZznrP4xJc1hO5IeO(;XhnyuR+Ry**#7D#bP$# z4yN+NoY^lS-SQ1^Gns4|*N0GSly<=e??eCD==O{l{ut zs9TBy9d@1EVx0yyQP> zLq`)nYWJ%|f1n(0y7M#{dnpa?au4T=(GMm3??8(;G(0&^Q_#EV2iaD|vqoUy8pjFZ zSzNUke%pV7;As+VGfY}u_{B-Jk6sptb{g}L*xG{AZTnT~z?*{hj9n%B1_64hw0s^D zi0L`TDe9Fz-*)XRHQ>4dxMn>{{BW>;GDGI@IPfSYI$9?(3|+A7J4dVa>c1Rn0yj7E zGT45z_qsNc4bl9Oh!9J#;U<)hUq6+#B9GJlF8waM!R$6MKrK)Co)}r}h(vIPYWCY& z!y@S;NZW|w%y^x8E>IoHf#u{VI)%RE{?*7=5+-^7qrLg>y(=Fm8z!^u*IaT)8^z8a zpMV}6%a(j6!4vG!IX706Dj=+$=E(QKp7Oh2qPMP^^12-^i4=EpF6HgCgOu$TRO~Xl zI5d(*;i`IPD9n}=!f3gv>3Qv_OGQ{=N>U>S))dDnT1jH=mSq_Bf0I2nIoKgCXz3hn zb}l`en-&-xb6Lc)3$lmZS8vtEKhC%7Qa84Z0%L1LJ@-d2Rj+IST~pM;;m^2)kV@P+ zygTPYO^nU;(XSW>r-jwdTLW7F8IZ(-c1OL%|>3|u(^BXRI?po;TuV;-&_ z#TARTj$m8CJl65%?gfk-u(^SROVL?v8p#$tXb`F{mx1l;ae!upTt}uIs;Ly?x664f z)9wjNgxP`YaNCf=tz^fdZ~Mu4PH~}GdWG|s)ur<__i1&F28H92De0TOoK`WQJ&yB* zex6u&ZiaVL@;pE(xYpLt{Y;_Ypm>>Pu5NrNetJG2e$-lU8$uSiVj0`PDG>h1T`ox( zO8DeNx#P?;_v~MM^@2Z3iW@6+fW#F$6}mIGbN@{2Ro~}#!&gswC?KyZ{?(y`8*Cpw z0OR1qjtC>H6MVtEWP#EjW}#2=!p0NBMV8IRG^#LTOx#JOKwArWD!9RJ=_rd{mt4J& z>U1Z@y%BlZ6R9?GV4 zXUlD%QxSp-;21QY_6&zH%@g@BW5BF#yS=F$tK}0Rt~GDcg8-YV!L`Cv3Xxbq?y$k* zgIr^(YW8Vzfd_uTg(v5*k_CBpM+zkC;S@G;%)Ua46e(+kn-W(`TWUA=f7m@(|770B zBH44%$gGN^0;vjl^V{a*I$LCWPs+*L0C9C(lDP9F}mudtETtt?% z^!`Gj8sPmv6o@_eeENYnz#TH^HVbvLz(E^RCwHO<3vyMMKEaT$1{i7!Rry?50iiRK zvU~-j_v4pJz@)(un05t$J7=Wlbrf19$#EuJ^OWOtoMliHjJL)Sq(LcZmhMp2uW31JOKx1W}tp4yF+54DGfHK&A58(hwEga)m6-qvrY*@_`0qRmpiHBcB^rP2HDsBY3!I`!=1qkuh zLxo#rl7$5{ivL)15C$aT;o&7c#d5BXn$^!4}q89mt7-t;++$QDHQ9sr)2Azchc^ zNRbzV$8=I?=~Fy>6qoYTX3=}x*aI?{V{Sewr}`DuGokc^^Q=E??xsd$e9;=iDJj_; zi1J3DT-6LPR{NUX2?(g3p)8?CxO~*=<9vPW)l;UouW=7w+tO6ohNodckef3kL`i_S zbo2KebeT8&Cv`<^ZEh0YN7F0Lr1ft7Q0s=1l7-+~(6G&ictt0}ur~_!{{(3q(?L)@ zLn1< zmH7IJd^1j=GPjG)&Q9fSu7%pgS~$e+c8>!NwZFZc^Ks{lUN(+i(|Mu8h|CB={k=c~ z2vBYE9ihKdCMuX*EsuQ-=-2E_%lCGC@E7nUEBtXt%s@p8`kN_BFeAB7Sl=22C_0!y zw5LNr`tYBjIaqa#iS#7okXJy*X$$_<+*LDH-|PUnt@*JXO#;m~cl z?5#;_NBHPO?FQFKU@pr9B{V(&jQ3HMI8g=~PE`X1QO_mDw(CDEy-V&ghq)zAEyoQV z7DG-6eo1fczrN{WZpJKlELq3OevYsS4s`15NL!?UI=Ez;tQhTR`odGKJ->L04Dl>R zdD7@9n%%&=WWkx<8ONf5+Kb)nrk=9G)bCqZPhS`>UkZOSk-3VL(nuItIO zoTczl1w+~FLD3oU^C~GcKa`Kg*s^?y6by+s0SugHTLC{@T$#MJYIL*ESK5swQSWz- zCe@d{1_70!^O~PI=&@JX?+J4Dy5;c#Ylt7OOyB0~nZJ~YO=J^98CM^gx=wf2k%mUxpI3b}CS_ zLjAo_wvgghERKIZEMn`y}8YvZ9xs4Qg z+r5J$sWI{&&^lc)DldJFz8(o$1YSNTO8l(xcRdR>GT~U(?d-YIQ6?FA@qG(5B|guj zLV^qh)_omX-(xT2j{a^!}EnHz&F_LW2xSSv- zT!AylV%PaDI)9YKPW53gut_8{$@N|Te3j)2fa|(Jr`47X?Ahp3bqvMp z<4)R>R<-kCmwbMp@aD7lv>YZ5(=UK^oo`(QIVAd(wFtlr{wYC}uC2_uJpG^c!e#zB z+=##kGcw(wo|jUnE{#yaR`*Ev)o^X}+^3odanRnX*!EA{ zX3*CX#>%JogRt@d`5taR-a?P?Uo~&J2;-@T{aO?#VWzsZ0)7k7Oj+r*m0{{ozV5`B zSbvwVhIwe5L3A9o9dOy!V%d}_Vj+GDU9EE|o+>VnBAuR5Ij0tbs@{DZ0}K?^%Xz1;Zjz#R9ADEOSRqPi3{6q?j5l<$xZlM$%V{^!`MaLxjwhT z1;C1sQnCk(paxo*kXxfa>gWi!CKtsEDY{c2{Fy}8ZBEb8%=<;QB`+aqp-A`Q^DS&? zxT)J_H=k^J(Z`q}&nZb*Bk1I*kpDK}K za5#Dw^H3w_6CrLul$nF&x0|Wb(F>p?An+dR(f8CEj=!*AILkLv)g#e74H_nMHW+?(rFIQ zNeJ65&sZG0T92?z5%avZ6Y#%J(s<#usI!dih0vzQvI0JDu?jME)>t5abazr+iE|jE zW@S*tbcZ|BkqMGEL5817lA?4F$uobHHhU?^snm?|nlH=L(;Zos4c*9GgVWVARid8A z6MZskJz1$fnWx#TC1K zwkvksyxxl3v;STpXjyAyxUqtDBDWe!@^VHrzm%It0f7Iu7*VIQU^o&NLR55SZ7VZL zc#*-IC<<-`-%`mgYt(piwYsWI{1heqs;T7cW_pn@kRS0IUq?^T>+r7gNmo5gNNL;@ z+2@opNvGuYpLn7IYmrd5-(O9zJB;Uia6ik7+c9Ym4T&pN{X@$ z6xc>vUY=y5kRbpxtw*>_>d!ayfiW*+C@gOBpFL*)FVufdT!A`p##R`bl4LGjixLml ze7stenVue>@~*!>?D;WnEI4c(>H3yoF5DWCM3Fi61X6K*t;ZmTK zU?Ir7`5We&_W(8bOinzuogt@V_Qah-j0F{L5b8WO<*Pb{=0A`;rW@QSZr29 zy{6kHCL!=fzT(r_E66KGp5)+cO8W|l%Vz&k@#k4Nm@h(yF)gi{xgAj7gs?bW6CM0% zQkiY9$uqigYp8+Szzx`0qfdoH;AQDvUtyCaupM^YSa|M%Do(-(vZN+oW zgo32Kv6(0t-=mN^ik5cuC#8}tQ+)miNBzt@ffutc)wFc|YJb?CB!lLMMoZektm^Jy zk%RWM$B{`K|Hfu4uP5}CeqfvDD8I;Lp`;G%v$k+gM26&7taMz)(hs4QItSLGb&<^* zD)(i$Z`hJ6wtpk^*)XiYq7R6rw(bI#0BVZdBw`J-r}=ATj9*7$?L>aKOZZO+%m*w_ z=NzVyp+?U*+M9+40=pA&GzK4%6WojMnUI4*d;m4>V~hF#qJc%r_*!+UN`pkd56%`z zf$WeNyPRI-m0Q~5kqOY^KW|!aTLGF z`#8m`&y~Q|ZC%!!yf)2YPDdT}Gd?%|m>sY3fv|w8P#*hNA#8BOi4;sWCZDWVBqwha zqDGdC50Q?xFFVQ=i{(8Hd$VS=$-Os&T=e2^i3#?FfgB5q!bt059Qx2`OZsIRyU1>l zVVprzE6C1JT&0r+i7t72WV~MQw8#so=&m^YI8w*gO6gnCMycg3ltA?IJ)2k+5IF(7 zVP{2i4{Hw4{m&IX^*hptA%|K26(=A6KMkhm05R#=k3pnVY&l=3AywvC7I)id&_otZ z-qD}I1X`y4ZAAiKkA)_c%r{#3_#@wug9FM;@gs({`<=G+GrRZ8n+JFbce5uj5C-w7o;7Os z7p`CqsLRhrYK&Pt_xkbf6W9y>%tQO?*V9)rZTDNscTeJ#Lg*a})p zWrkM+Sj#%WQ06B_P$8&nJU$e+tKtsrB0;aFkK zEA0@y35>J_vx0A*FqqgFSvz+a$$WuNt8w);Y%Auh^MZ>y$*U(sK|2fKPeyd1E72H) zaZItEWfgMw5Bt)V>Eb%lSa?X#%h^mU_Yi+!TydMS&h(kl0P{>)aYqDOYu?Ru6E^|3 zr1(yENN(v3uv}BdyK(SUhggtrmY7crz}o8%!`^b;*c1Ob&5etbHw3@5nJ97UU~l-- zK@`3Y;Jza8UU1!kvmn!Q`d~l$VQsZMD>ZwSF$%w3g@e)S>I{*T)$}O0hTOvO^Vw7Y-pN$u2 zbj-+W(6)|E&GhDa@f-b9%*~8kvTJ-zIdmLF+ymxa7e-VVp69f*$#}s;{whqb4((E z8J<_>Ca9lWZpTiVqZF9RCwC~hRFu%av25{;LYeJ1GKB%R9V<#(?HM{5+W${u{0l|= zD2>RcO{Od`7!H#HX{{h1; BZDRlc literal 0 HcmV?d00001 diff --git a/tests/data/mapinwild/split_IDs/split_IDs.csv b/tests/data/mapinwild/split_IDs/split_IDs.csv new file mode 100644 index 00000000000..b239b8ca9e8 --- /dev/null +++ b/tests/data/mapinwild/split_IDs/split_IDs.csv @@ -0,0 +1,2 @@ +,train,validation,test +0,1,1,1 diff --git a/tests/data/mapinwild/viirs/VIIRS.zip b/tests/data/mapinwild/viirs/VIIRS.zip new file mode 100644 index 0000000000000000000000000000000000000000..ecbfb609cff8a83827eaf9c3aa762b3d1a9711e0 GIT binary patch literal 8379 zcmZ{qV{j$h(zavUwr$(CGqKHyZDYsD#LmQ?IN7l^v38tH>`e4M=e(*R( zul{j$-D--EP*`C9I#U|_y8ll8^MUy%>d4D$XtJvPXARuHYYsDyzmKAVf!U&ifg%2P z4Lggcopqp&uh#75bI`7Jh6cj~7CBY9_`%5qFV?mOI)kPhK?Vl8a|=u{m9!Rvf(8Ru z&}QWO+(9yzJG&-b6*JMD9E*ppQxTJ zTCgI0Y~Vu~@x222>-U$~Aulr!`|n7-Mf|%<-;j$9?MEIkX8@%1!94b4!psL#tu|p2 z;DAJK1|UjhcgB|tir8x)*tdv#J%!&x%7vyb_i-_kHf* zvn!G=n)1P9<|7L_0)YbSa~+p42JMK>RciS2Hurs{@eF&y|o(+AGeMSTOAQUb?A=3*uh2Yk#GDv39gN4^Q6@-ldxs z^zk6wI=>E6djenj5^1K^U^Ir~m>||&pW}JOBDaFD+)ynL2iS++xw$cNpEPCPD?s>ffDmM`j~JJFI; zV!kGr9_FRvOBShuMu499@aj2juPW9tV{J-?1{r$tc7~txTMu6&Caq3qXus8!FF+7n zH?N=+-CAIHc?vV(t6jGECIhdYYOufM0qZYUVQq>PeUCcaFl+U`ZE#k2Nvy}sIj*oz zWjpR~+PTq$+cUMm@{CiC!53x~G#N@}+Y4+_imi6ow2s0G2gk{ER!80z>q4HoUwX2; zrx8QP-iT{%2j@*9A29G(Nn!`Ao2E}0Y%hQPXsTa}V6<0V20=!e;`E!i*cngZgED60 zZMIY-JiVR%i_O&^A9#q044s08VN^(x~x@yiA)u)xXt` zaraQ7s2_oVKL$1S^LAhxYv8Kc$gAZ;dW6? zz@-_*O?U`!k?Le8inSXZEif~Ar8#k~>j#dOQqd}XvVXmb!8S4RdKqCa`F}*+JE(m!cUpUNm zn|5p6LW#8%Lj_Mk<4R+VZ%->LzFf`2vCRyYr>s*fIqTobAwRH^%VZHdp+2r6Uzt2B zWoFrpI1A*r%(xV;Ld6`RmsK$R48k`5;*P&lEs$z)_BMAKAM!}#B+DWl-gumYty8dB zQ!&BQ#a}nS7`^1Hi=OAX)GzXpz-&mT5j&J(M&d*qQDk+YyasBGeqBm;on-T<=aG*( zwAp~}?;#&DjFJCr+a~~N-4mWK-<2W}EbPWQh+kg2IapkcVrHLF2X(G{ho$&aV>yhG z3>cXPL@vlPmB+!iAJVcnFcb-Fh5b$1^5Wv^N^}&N?99b@SlXwpA8XxXTeMhksysuN zA|$#@E-`138B70a-*P<;Kp8tP({&%k5!*epjWj=FS&zA@rO{K-$Pd2Q`{P8YI93#p z&YBl=u>L7bgG9~u%Lbez%TISL?KP37wbFVn;%^G5zo)W#I^+(JS|+M*NZWkl`jve? z$pE5f32iau=V|>CgGZ*^@N$Q?({Q1!?5`1TdUuQgIG1=>?TfeVWInQ66)7=B{-T*2 zyKT5%u=hoxJLhd#<-G`I#n{!}_BqO>K9TdVE?5aCKhxhS{8a%($^duROuV?zQQt zS5ZYtYGtqPq94*i1QljdkFb9$42%S!PAj_)wf4Hz)&fQR*uTOTR_6Hm&Ke$TH!6_a zg}br&bdm?uUtkV?8Dw4gnn4+!xP(R}DlAvgkmPfcm;u!Alg#00cnBnIG-33&g0O~p z4fe`pC~snP!-b!S=3~!G$1;vNjus0BemeqT6X$a1oh5AJFkcDe2g&+O!KqL$%#&J4 zq^|e7Ya1>Yyj(%L6dKIP$-5*W`NqYTE!zxUp@AGqN>&3cY#|GJ*wU+8`S72S!pkEr z3`V^wSb$)9B399u{BHNyp(KVLqAze66+ClLi?-!Y4AX~P#d!f6o{BSgi|rhVn);4D ziqTWDq$$Rchz@)zswPMSivl$IO|52;J*3oaLHGyk6U`1~inR_0-f_p8k+maLvZGK+ zV*DG)k#7Cz=I4od_++(n9|kH}nY5oPcG>!5usr7I(_XQ4wfCFm*7L0q6+H>EHT+=+ z$3rjo#<-t>T9_wwsUzWr{7MIr2UVm6VpmsLX00;2>?QVs#b*l&Jpr76h@>h|^3+g( z+cEyy<-%d&MfwT;g^1$s<+4{3dswo@a~5vblmo??Gi!pbL$XB{L_v{_aHnl~Pm?~h z+F?xcAQk5H%)F9Y)!+p6|`@oIc%wH|x%Zlr8BWjIIZC9nPYE%i&4v zpu5LY7uc3(S}`oy^$Hevp-<+LCM9oQc^$1y0{=XW#Gnrp9=-n*ZtO3ecI6CHV+L^s z>H@@#rI^L)WUsWGUD!Sfv}4_!YtY_Apt#OgQm>uTaz-U!_3Sf-+dbhl3;aJ+8te>DEF-9n_aF?Jxvx*2eY*%!5j!dmpS`M z0>KYiiR?2_)Gk&atkR(Ob{)W0tIInI{zqKrsYyiPc;bK>A@1Y>sT`Fkn>yb$7uh|f!F~DZ;a^)rFy=W>OZA<|3(N; zFKISRc?I5<6NKz>Ro&=R|9LamhGC(-FTc*jnWCI|VA5GOcZI`J!a`Aa3cNtcHK>JR z+?gDl718wT_oQK+k|Z*!htbT_U|sAB#=YvzoW#o;zcWZ1BBK{eci~VWEo0cxFkC^= zfz2-$X1yB9O5`Bx&_EZtB0=4P?H-_a;jeO8f!?jJwl#LeB>GKlDlsZs(}iPNF)ig+ z%M#IPCwCjg-E3MMg~7`A3O=~>M3?E82PMQsS7nAk5k>(; ziUGT;Y}DG39RFqp-#$Sddi2Yf%TVriMqByENbXJCPfgeNYN(2@Q};WKK#m9Bvm!}7 zxMe}25er#d3S%J^?`rD-c{}RP^e?1+g7+rDHbjW0k%8)4#ip})qP`YO^1(i?`F;eU z5oj7$^E4qi6umI1QHs+hUGd)+ifay{m@G~{5y8|toVzg3`?((KWH#rpcep{B!QBIc z1y*to-}p@dG!vOuh(lSbn`dvBc@rMT41P}2Ba>ccSWF(_<-U`A8ndNQ^rU#LV&{U@ zfQOv9qFkG0JF7w7Qq{J=iylBY-lC?2A#_?oIdW3yQ4;Urevta77Kd1Gfp?0+CZy$K zyKB{J0pjCG{>_LN48aF=Y-JerD@PZ!=X2Dv<*R1guak#~)!rtxT{P)su96*FEr zuWZ@`+kD2<2uTey<#*BNrp}sJEXuJ(B8+#YY7FQdjC%JyZ+di1(F zh^U#>#lAn0kqHn=JWSlrki8N0C>f*(b2kS-)p%TTiM=lB-EOY6)KlB&k^)L|YRL}j zKEWJWjmlcR<{Yyb z91)XU9p0ghTVqIfC)>}zWcIB=q*v0~Jr6Cv6 zhV(TR(m!HhjFSL5fpS6MPT-^EngM;-+G|-8rmcM>+|rDjevc@^bsM}@h4y@Hio060me1^_1SHu&~ zmP|i9(Cx?lp}8~fK^vC1om9dxCfP_YwPlDce}6Z1C?icLBc|PBFwHReLc>djR;AL% z|G{v^%u;2z@oW*U$>TLUlDD)*L`sd!zwKNa!|w5{yQ#5d(BU(dSc2ya7bt5WYw9l$Ata)cGc$v&> z>2D1FFeHvy$5^`YD1*w|YQ&cijvw#lPd0lv3;3*0V$pF*nfrwO-*G>Fs^BN^|H6Ha zf8)NcFW1UHxIZH$Ujg_BuFrIiLBel=>Z$2XRP>UzMe>-FKiD-nqA(~pbYkY#T@*0r zdDCH#Jr&E<0Tm7Z2v^Ua=dNr2i}pQMHXI7S*VeY`l`!Eb0!H>RO>dQ}_%Zk1l<&VP zpg;e?{TE*55!#pdKw6sh-GE=aPm^DSz}!i5`cIsLn+BZhfpoZ7lP#gp8#(yQ8>rnp zF{{>r2BI_?h@Yje`oT)4NBw{gmn!#9)~~P9YKa^{@#3@V6}PXG+YfN-(6JqN{s5+y$B zH<=Uobl`4KPuWHq9fz%%Gxduz3EYFSPY0u}?x zZ1J(hRzNvEpsOAAMJ1!yb4o^yEq}9B>VlD`(brU=!c~LfWZxzS+~8ISRY<9PLExGX zrolYM!j8sG$WdDOuGDOet#HzvmQ&su=opmBW^2Hg#?FZ|{5EUAXC;LGYWZXG7CM z0u0!^tz3p9%56uul=yJ#Fy**dTL}};1GfOoc8c1S$v3XSF2f+l%y@(6-hqhh#x=(< zDKZN*dH_W*Ey5=bH>$9nDM8N665 zca`JMPKf53Pf(++O{eHAvt(D|_l|V@%ZK=+$A}i6t8D7DZG5c*|BnNVR>eS z@UfYx(em73a^hfKe_B0Y&m6xC$Ox`531drDl4|ICnc;ikkz*Do}A%H49D`_ect}sZCrm_4x$e`&)9Y!z|4Wp=MO8&bsdn< z9nXUKT-x5)#|-`ah|sM2aHJv3>*Oei2Kz_3e?G2_kbff0dT1$Yz40072KaLw-@zJD zT3!Ur(%L}Tbb$S`W{Atgl~$F65(<=eTx>oA>tb;*W!(8Tqk^Jht-C=qEYph^L6^8# zZ$Mp3WE4^yjR@lIKtO?s1KKU1UdTezPPBkrV_0fSX!jxJM+&3qmn8P;ritjLd&O5- z1j8AJl^TW2_&W(P028Y!%AA&L??16{f+xv|d(ii(Zy-i+n4y6k9=>f$gxN%SdY#;& zX^kzs^M_m>0aiia>8!uax~0JG-PaXIE4lJT#%shmgLO}L>foRCC4PvOZj3t@AY5m> zILmRbLEeR>E>jKVQhmol``)juR*Q$S&J)efzT;ZLO8_icbWxTCCJzP$%DT(_rGcNw z9`4Sq04HkW+NbbH!+Wf10uI#!Rj;X@Lf$MB=K9RK3>gR=-)Bxg`>zJlc=!Xn$dk9f z%R_64p3L+9j5_uB@Wz`DW9#WkWSY&9{@uXK_Wm6;CNv&Bp=)mF+aV;TBDQgEAgm6i zjb6uTDtxnGOb)Z;cA&+AGADY}zQ*l#0#X{Rpu$2;U_`=C*uj?spM+~o8DtBS=^k^L zo-L+@;}^n`po$O$WUT|&TeNDCeDOHUJatg0kdijaV6}weS!WD)m&#Ij%$|N#hZ#y{ z-E@R1IYXlmGkSIc&Yib5(Q=w-RmT#B9M+XN!^&l(lrH&S&L6P4F7!o*6O}~^{?M)6 z%{Qp@`gq@e#T5+Yl1+KTuGak?^PqvCx{~3^5%9+~*4K`rScvMpiex-?p_o7Alrk~N zhp(gny4l{)Rx7?u^gX+g$by#f2*h||vKor=giTUD0m@Qs>Ex?4Gm>qj=0aXMD8v&j zl*b<;mhyoFcfx%}yT1LAFC9iv_*3@9-PGWHPd4H+L6}_tOz?(quj0)&HYFji*s^w9 z&PNY@qTM}rCV^d*6@Qc^Sy&4(R%7r>8z!C%2BEpK9wC_mJ9!Vs*8(-;?+9zQE;5Cg zuFaq`IP6YM@gBuGSBpXP8*VIfq~zm;0ta)k!^QE~zZSz{mDmKem!`j2aOQLYvSCiw zni-PaG&`vpOt>mhDgBjqetimVI=nK?UmB-F`AY__qQOW#txy*yKT4ygyi6S?$Yws- z!!?gONLN`gAZHXiOhY@tc#QUeR(9W0$^&C#w+LVg0|BNM$*ecj+~lB$@h6&iMgt@1V{J!K+3gop=9B`71l9gU7>yypH+KVF0Zk?Dgtr(X^<1>K!+ z5>Eya2UxH*$AM6F60m2=y7Ye4%t_UJ?daG2or<2jRd-1-xgeP+Xw*nc(E9df=Uyt> ziSr*8zi>-nLI|Gq+BtULSwfW9n3*TV6HzRq_uB7O&-psqw2e(7Ae=F`{95J2S_O$@ zQv#`4LpwA!NkL>EGGMycBbwc=hg3FxaV?{(*r)9r-a?2uy>D_BjGEXXCTW^%&Up)1 zzxu&eQKTw#zj3>Nz=q{iAj#W+0Cd&i6BwNntLs6pQSdSwFrsekD}$MPZD-rOU>Mg$ z

    nVW^kF&K-nNTTr6voEHi0|T*#qDsb@pgIms`Y!vfxh$>I3)YVC2E1j!Y^w9J?8 zi(EQvBi12u!IhpuFFZ388>kZX79=ffXI#zC9342KClxyfHf4M8!@NL#vyB=-@XRhr zRP2vfdWxZ#-w=+H(I#};e5S4Pno6Lmf>yhGHtR{P7+tt=9DM&vSF_mzE&E(?FuT7x z`q}ndnNg$E^mB;pIR3>mNgu%YgS}75kdVqJl~zD(EGVXT;EJNj-8Dkb-pT4arR|5snyhUn_1)WmLpdReY3e{&vO6FQ1 z)sTLO_mm_GQGSZSUxng50{!7KDT+>A#LSnQy@#Q;dD|sLDU6?u_KFanmfZs$o77b6 ze1t`u&<}YcIp64chW!YMt8nOwKIi&1@7qjHH@t+Gt2M1GNjgi{Vf0@P%qepE0wP8U zty1sE1w9)TO&hp`-~i~8KO!Q7%_juORjP!nrl~K)#YIsSWy(%}QHysbaI3I9(@MxY zBE{L%N4kCx+O9Ri%y#)MTyJKOEoq0~Ii?iDoWN@~uOSgAE;eQL|kyUTdni?gss zDMa^CnJDNEb(LP~Rqd$g5GhAFW=TQ~SyO(gVThdlG?Vp!s;*uD(^0KA#r^9D<1EjY zvG=rOyrXmH6NT~3p8~>gW=VcGDUuK9P4YLlqNwJIV_AeA?5|1XU60cJfbd^F68c>j zYddl>`X%XB5(l)pG@YA)xWx|o%EmznFslvjD(^{WpNA?aK$K`o`Y4CFlM`H*OU;?S zKZ%)l=fSpzdJ2Adf{aVG-B+KF5@G}8H%=QQ7lepNR%o*K9_k=$UzL&1PL+FvA=7oK z4^a|DD?Dh~X)hMDzjdlZW0;%dD~HH45F2R2UdNi|m~crh z^C!WnLUB=y=_v4}6#%ng`iWQpJN}vPYec}HL1pst5$S}&1B?eWJg(olnJ^U< zy=8XpID%`eSdK6+{QFT}wxFLVqJ1tYbLGjGGo^ zIMmQU_NMRYKNRRfGnmcwwuqwAyl_ghq6xC|TGSW3p*McLsXQFoEA3Ve>aEh1RwPqa zyZ|7M47NAnMm93}gv@D_L{qc)zfN z!NUv*jQ5;mYMHe?+dAwlKVe!|ichWL7yK8vnj$y^7TEva0Pr7P05q^K@qcCiWe4~# z&HvjF@E;m5u=Y@@|JMB59`HZS{zLeGt``1Bh>7-J&HlY;P*a5dmm2{L@}FDrPy8bN H*YAG;91YOL literal 0 HcmV?d00001 diff --git a/tests/datasets/test_mapinwild.py b/tests/datasets/test_mapinwild.py new file mode 100644 index 00000000000..7a29e072845 --- /dev/null +++ b/tests/datasets/test_mapinwild.py @@ -0,0 +1,137 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import glob +import os +import shutil +from pathlib import Path + +import matplotlib.pyplot as plt +import pytest +import torch +import torch.nn as nn +from _pytest.fixtures import SubRequest +from pytest import MonkeyPatch +from torch.utils.data import ConcatDataset + +import torchgeo.datasets.utils +from torchgeo.datasets import MapInWild + + +def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: + shutil.copy(url, root) + + +class TestMapInWild: + @pytest.fixture(params=["train", "validation", "test"]) + def dataset( + self, tmp_path: Path, monkeypatch: MonkeyPatch, request: SubRequest + ) -> MapInWild: + monkeypatch.setattr(torchgeo.datasets.mapinwild, "download_url", download_url) + + md5s = { + "ESA_WC.zip": "3a1e696353d238c50996958855da02fc", + "VIIRS.zip": "e8b0e230edb1183c02092357af83bd52", + "mask.zip": "15245bb6368d27dbb4bd16310f4604fa", + "s1_part1.zip": "e660da4175518af993b63644e44a9d03", + "s1_part2.zip": "620cf0a7d598a2893bc7642ad7ee6087", + "s2_autumn_part1.zip": "624b6cf0191c5e0bc0d51f92b568e676", + "s2_autumn_part2.zip": "f848c62b8de36f06f12fb6b1b065c7b6", + "s2_spring_part1.zip": "3296f3a7da7e485708dd16be91deb111", + "s2_spring_part2.zip": "d27e94387a59f0558fe142a791682861", + "s2_summer_part1.zip": "41d783706c3c1e4238556a772d3232fb", + "s2_summer_part2.zip": "3495c87b67a771cfac5153d1958daa0c", + "s2_temporal_subset_part1.zip": "06fa463888cb033011a06cf69f82273e", + "s2_temporal_subset_part2.zip": "93e5383adeeea27f00051ecf110fcef8", + "s2_winter_part1.zip": "617abe1c6ad8d38725aa27c9dcc38ceb", + "s2_winter_part2.zip": "4e40d7bb0eec4ddea0b7b00314239a49", + "split_IDs.csv": "ca22c3d30d0b62e001ed0c327c147127", + } + + monkeypatch.setattr(MapInWild, "md5s", md5s) + + urls = os.path.join("tests", "data", "mapinwild") + monkeypatch.setattr(MapInWild, "url", urls) + + root = str(tmp_path) + split = request.param + + transforms = nn.Identity() + modality = [ + "mask", + "viirs", + "esa_wc", + "s2_winter", + "s1", + "s2_summer", + "s2_spring", + "s2_autumn", + "s2_temporal_subset", + ] + return MapInWild( + root, + modality=modality, + split=split, + transforms=transforms, + download=True, + checksum=True, + ) + + def test_getitem(self, dataset: MapInWild) -> None: + x = dataset[0] + assert isinstance(x, dict) + assert isinstance(x["image"], torch.Tensor) + assert isinstance(x["mask"], torch.Tensor) + assert x["image"].ndim == 3 + + def test_len(self, dataset: MapInWild) -> None: + assert len(dataset) == 1 + + def test_add(self, dataset: MapInWild) -> None: + ds = dataset + dataset + assert isinstance(ds, ConcatDataset) + assert len(ds) == 2 + + def test_invalid_split(self) -> None: + with pytest.raises(AssertionError): + MapInWild(split="foo") + + def test_not_downloaded(self, tmp_path: Path) -> None: + with pytest.raises(RuntimeError, match="Dataset not found"): + MapInWild(root=str(tmp_path)) + + def test_downloaded_not_extracted(self, tmp_path: Path) -> None: + pathname = os.path.join("tests", "data", "mapinwild", "**", "*.zip") + pathname_glob = glob.glob(pathname, recursive=True) + root = str(tmp_path) + for zipfile in pathname_glob: + shutil.copy(zipfile, root) + MapInWild(root, download=True) + + def test_corrupted(self, tmp_path: Path) -> None: + pathname = os.path.join("tests", "data", "mapinwild", "**", "*.zip") + pathname_glob = glob.glob(pathname, recursive=True) + root = str(tmp_path) + for zipfile in pathname_glob: + shutil.copy(zipfile, root) + splitfile = os.path.join( + "tests", "data", "mapinwild", "split_IDs", "split_IDs.csv" + ) + shutil.copy(splitfile, root) + with open(os.path.join(tmp_path, "mask.zip"), "w") as f: + f.write("bad") + with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): + MapInWild(root=str(tmp_path), download=True, checksum=True) + + def test_already_downloaded(self, dataset: MapInWild, tmp_path: Path) -> None: + MapInWild(root=str(tmp_path), modality=dataset.modality, download=True) + + def test_plot(self, dataset: MapInWild) -> None: + x = dataset[0].copy() + dataset.plot(x, suptitle="Test") + plt.close() + dataset.plot(x, show_titles=False) + plt.close() + x["prediction"] = x["mask"].clone() + dataset.plot(x) + plt.close() diff --git a/torchgeo/datasets/__init__.py b/torchgeo/datasets/__init__.py index 4d32728349a..9d352fb1a69 100644 --- a/torchgeo/datasets/__init__.py +++ b/torchgeo/datasets/__init__.py @@ -72,6 +72,7 @@ ) from .levircd import LEVIRCDPlus from .loveda import LoveDA +from .mapinwild import MapInWild from .millionaid import MillionAID from .naip import NAIP from .nasa_marine_debris import NASAMarineDebris @@ -194,6 +195,7 @@ "LandCoverAI", "LEVIRCDPlus", "LoveDA", + "MapInWild", "MillionAID", "NASAMarineDebris", "OSCD", diff --git a/torchgeo/datasets/mapinwild.py b/torchgeo/datasets/mapinwild.py new file mode 100644 index 00000000000..252fef09600 --- /dev/null +++ b/torchgeo/datasets/mapinwild.py @@ -0,0 +1,407 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""MapInWild dataset.""" + +import os +import shutil +from collections import defaultdict +from typing import Callable, Optional + +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import rasterio +import torch +from matplotlib.figure import Figure +from torch import Tensor + +from .geo import NonGeoDataset +from .utils import ( + check_integrity, + download_url, + extract_archive, + percentile_normalization, +) + + +class MapInWild(NonGeoDataset): + """MapInWild dataset. + + The `MapInWild `__ dataset is + curated for the task of wilderness mapping on a pixel-level. MapInWild is a + multi-modal dataset and comprises various geodata acquired and formed from + different RS sensors over 1018 locations: dual-pol Sentinel-1, four-season + Sentinel-2 with 10 bands, ESA WorldCover map, and Visible Infrared Imaging + Radiometer Suite NightTime Day/Night band. The dataset consists of 8144 + images with the shape of 1920 × 1920 pixels. The images are weakly annotated + from the World Database of Protected Areas (WDPA). + + Dataset features: + + * 1018 areas globally sampled from the WDPA + * 10-Band Sentinel-2 + * Dual-pol Sentinel-1 + * ESA WorldCover Land Cover + * Visible Infrared Imaging Radiometer Suite NightTime Day/Night Band + + If you use this dataset in your research, please cite the following paper: + + * https://ieeexplore.ieee.org/document/10089830 + + .. versionadded:: 0.5 + """ + + url = "https://huggingface.co/datasets/burakekim/mapinwild/resolve/main/" + + modality_urls = { + "esa_wc": {"esa_wc/ESA_WC.zip"}, + "viirs": {"viirs/VIIRS.zip"}, + "mask": {"mask/mask.zip"}, + "s1": {"s1/s1_part1.zip", "s1/s1_part2.zip"}, + "s2_temporal_subset": { + "s2_temporal_subset/s2_temporal_subset_part1.zip", + "s2_temporal_subset/s2_temporal_subset_part2.zip", + }, + "s2_autumn": {"s2_autumn/s2_autumn_part1.zip", "s2_autumn/s2_autumn_part2.zip"}, + "s2_spring": {"s2_spring/s2_spring_part1.zip", "s2_spring/s2_spring_part2.zip"}, + "s2_summer": {"s2_summer/s2_summer_part1.zip", "s2_summer/s2_summer_part2.zip"}, + "s2_winter": {"s2_winter/s2_winter_part1.zip", "s2_winter/s2_winter_part2.zip"}, + "split_IDs": {"split_IDs/split_IDs.csv"}, + } + + md5s = { + "ESA_WC.zip": "72b2ee578fe10f0df85bdb7f19311c92", + "VIIRS.zip": "4eff014bae127fe536f8a5f17d89ecb4", + "mask.zip": "87c83a23a73998ad60d448d240b66225", + "s1_part1.zip": "d8a911f5c76b50eb0760b8f0047e4674", + "s1_part2.zip": "a30369d17c62d2af5aa52a4189590e3c", + "s2_temporal_subset_part1.zip": "78c2d05514458a036fe133f1e2f11d2a", + "s2_temporal_subset_part2.zip": "076cd3bd00eb5b7f5d80c9e0a0de0275", + "s2_autumn_part1.zip": "6ee7d1ac44b5107e3663636269aecf68", + "s2_autumn_part2.zip": "4fc5e1d5c772421dba553722433ac3b9", + "s2_spring_part1.zip": "2a89687d8fafa7fc7f5e641bfa97d472", + "s2_spring_part2.zip": "5845dcae0ab3cdc174b7c41edd4283a9", + "s2_summer_part1.zip": "73ca8291d3f4fb7533636220a816bb71", + "s2_summer_part2.zip": "5b5816bbd32987619bf72cde5cacd032", + "s2_winter_part1.zip": "ca958f7cd98e37cb59d6f3877573ee6d", + "s2_winter_part2.zip": "e7aacb0806d6d619b6abc408e6b09fdc", + "split_IDs.csv": "cb5c6c073702acee23544e1e6fe5856f", + } + + mask_cmap = {1: (0, 153, 0), 0: (255, 255, 255)} + + wc_cmap = { + 10: (0, 160, 0), + 20: (150, 100, 0), + 30: (255, 180, 0), + 40: (255, 255, 100), + 50: (195, 20, 0), + 60: (255, 245, 215), + 70: (255, 255, 255), + 80: (0, 70, 200), + 90: (0, 220, 130), + 95: (0, 150, 120), + 100: (255, 235, 175), + } + + def __init__( + self, + root: str = "data", + modality: list[str] = ["mask", "esa_wc", "viirs", "s2_summer"], + split: str = "train", + transforms: Optional[Callable[[dict[str, Tensor]], dict[str, Tensor]]] = None, + download: bool = False, + checksum: bool = False, + ) -> None: + """Initialize a new MapInWild dataset instance. + + Args: + root: root directory where dataset can be found + modality: the modality to download. Choose from: "mask", "esa_wc", + "viirs", "s1", "s2_temporal_subset", "s2_[season]". + split: one of "train", "validation", or "test" + transforms: a function/transform that takes input sample and its target as + entry and returns a transformed version + download: if True, download dataset and store it in the root directory + checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + AssertionError: if ``split`` argument is invalid + """ + assert split in ["train", "validation", "test"] + + self.checksum = checksum + self.root = root + self.transforms = transforms + self.modality = modality + self.download = download + + modality.append("split_IDs") + for mode in modality: + for modality_link in self.modality_urls[mode]: + modality_url = os.path.join(self.url, modality_link) + self._verify( + url=modality_url, md5=self.md5s[os.path.split(modality_link)[-1]] + ) + + # Merge modalities downloaded in two parts + if ( + download + and mode not in os.listdir(self.root) + and len(self.modality_urls[mode]) == 2 + ): + self._merge_parts(mode) + + # Masks will be loaded seperately in the :meth:`__getitem__` + if "mask" in self.modality: + self.modality.remove("mask") + + # Split IDs has been downloaded and is not needed in the list + if "split_IDs" in self.modality: + self.modality.remove("split_IDs") + + if os.path.exists(os.path.join(self.root, "split_IDs.csv")): + split_dataframe = pd.read_csv(os.path.join(self.root, "split_IDs.csv")) + self.ids = split_dataframe[split].dropna().values.tolist() + self.ids = list(map(int, self.ids)) + + def __getitem__(self, index: int) -> dict[str, Tensor]: + """Return an index within the dataset. + + Args: + index: index to return + + Returns: + data and label at that index + """ + list_modalities = [] + id = self.ids[index] + + mask = self._load_raster(id, "mask") + mask[mask != 0] = 1 + + for mode in self.modality: + mode = mode.upper() if mode in ["esa_wc", "viirs"] else mode + data = self._load_raster(id, mode) + list_modalities.append(data) + + image = torch.cat(list_modalities, dim=0) + + sample: dict[str, Tensor] = {"image": image, "mask": mask} + + if self.transforms is not None: + sample = self.transforms(sample) + + return sample + + def __len__(self) -> int: + """Return the number of data points in the dataset. + + Returns: + length of the dataset + """ + return len(self.ids) + + def _load_raster(self, filename: int, source: str) -> Tensor: + """Load a single raster image or target. + + Args: + filename: name of the file to load + source: the directory of the modality + + Returns: + the raster image or target + """ + with rasterio.open(os.path.join(self.root, source, f"{filename}.tif")) as f: + raw_array = f.read() + array: "np.typing.NDArray[np.int_]" = np.stack(raw_array, axis=0) + if array.dtype == np.uint16: + array = array.astype(np.int32) + tensor = torch.from_numpy(array).float() + return tensor + + def _verify(self, url: str, md5: Optional[str] = None) -> None: + """Verify the integrity of the dataset. + + Args: + url: url to the file + md5: md5 of the file to be verified + + Raises: + RuntimeError: if dataset is not found + """ + modality_folder_name = url.split("/")[-1] + mod_fold_no_ext = modality_folder_name.split(".")[0] + modality_path = os.path.join(self.root, mod_fold_no_ext) + split_path = os.path.join(self.root, modality_folder_name) + if mod_fold_no_ext == "split_IDs": + modality_path = split_path + + # Check if the files already exist + if os.path.exists(modality_path): + return + + # Check if the zip files have already been downloaded, if so, extract + filepath = os.path.join(self.root, url.split("/")[-1]) + if os.path.isfile(filepath) and filepath.endswith(".zip"): + if self.checksum and not check_integrity(filepath, md5): + raise RuntimeError("Dataset found, but corrupted.") + self._extract(url) + return + + # Check if the user requested to download the dataset + if not self.download: + raise RuntimeError( + f"Dataset not found in `root={self.root}` directory and `download=False`, " # noqa: E501 + "either specify a different `root` directory or use `download=True` " + "to automatically download the dataset." + ) + + # Download the dataset + self._download(url, md5) + if not url.endswith(".csv"): + self._extract(url) + + def _download(self, url: str, md5: Optional[str]) -> None: + """Downloads a modality. + + Args: + url: download url of a modality + md5: md5 of a modality + """ + download_url( + url, + self.root, + filename=os.path.split(url)[1], + md5=md5 if self.checksum else None, + ) + + def _extract(self, path: str) -> None: + """Extracts a modality. + + Args: + path: path to the modality folder + """ + filepath = os.path.join(self.root, os.path.split(path)[1]) + extract_archive(filepath) + + def _merge_parts(self, modality: str) -> None: + """Merge the modalities that are downloaded and extracted in two parts. + + Args: + root: root directory where dataset can be found + modality: the filename of the modality + """ + # Create a new folder named after the 'modality' variable + modality_folder = os.path.join(self.root, modality) + # Will not raise an error if the folder already exists + os.makedirs(modality_folder, exist_ok=True) + + # List of source folders + source_folders = [ + os.path.join(self.root, modality + "_part1"), + os.path.join(self.root, modality + "_part2"), + ] + + # Move files from each source folder to the new 'modality' folder + for source_folder in source_folders: + for file_name in os.listdir(source_folder): + source = os.path.join(source_folder, file_name) + destination = os.path.join(modality_folder, file_name) + if os.path.isfile(source): + shutil.copy(source, destination) # Move files to 'modality' folder + + def _convert_to_color( + self, arr_2d: Tensor, cmap: dict[int, tuple[int, int, int]] + ) -> "np.typing.NDArray[np.uint8]": + """Numeric labels to RGB-color encoding. + + Args: + arr_2d: 2D array to be colorized + cmap: colormap to use when mapping the labels + + Returns: + 3D colored image + """ + arr_3d = np.zeros((arr_2d.shape[0], arr_2d.shape[1], 3), dtype=np.uint8) + + for c, i in cmap.items(): + m = arr_2d == c + arr_3d[m] = i + return arr_3d + + def plot( + self, + sample: dict[str, Tensor], + show_titles: bool = True, + suptitle: Optional[str] = None, + ) -> Figure: + """Plot a sample from the dataset. + + Args: + sample: a sample image-mask pair returned by :meth:`__getitem__` + show_titles: flag indicating whether to show titles above each panel + suptitle: optional string to use as a suptitle + + Returns: + a matplotlib Figure with the rendered sample + """ + modality_channels = defaultdict(lambda: 10, {"viirs": 1, "esa_wc": 1, "s1": 2}) + + start_idx = 0 + split_images = {} + + for modality in self.modality: + end_idx = start_idx + modality_channels[modality] # Start + n of channels + split_images[modality] = sample["image"][start_idx:end_idx, :, :] # Slicing + start_idx = end_idx # Update the iterator + + # Prepare the mask + mask = sample["mask"].squeeze() + color_mask = self._convert_to_color(mask, cmap=self.mask_cmap) + + num_subplots = len(split_images) + 1 # +1 for color_mask + showing_predictions = "prediction" in sample + if showing_predictions: + num_subplots += 1 + + fig, axs = plt.subplots(1, num_subplots, figsize=(num_subplots * 4, 5)) + + # Plot each modality in its respective axis + for i, (modality, image) in enumerate(split_images.items()): + ax = axs[i] + img = np.transpose(image, (1, 2, 0)).squeeze() + # Apply transformations based on modality type + if modality.startswith("s2"): + img = img[:, :, [4, 3, 2]] + if modality == "esa_wc": + img = self._convert_to_color(torch.as_tensor(img), cmap=self.wc_cmap) + if modality == "s1": + img = img[:, :, 0] + + if not "esa_wc": + img = percentile_normalization(img) + + ax.imshow(img) + if show_titles: + ax.set_title(modality) + ax.axis("off") + + # Plot color_mask in its own axis + axs[len(split_images)].imshow(color_mask) + if show_titles: + axs[len(split_images)].set_title("Annotation") + axs[len(split_images)].axis("off") + + # If available, plot predictions in a new axis + if showing_predictions: + prediction = sample["prediction"].squeeze() + color_predictions = self._convert_to_color(prediction, cmap=self.mask_cmap) + axs[-1].imshow(color_predictions, vmin=0, vmax=1, interpolation="none") + if show_titles: + axs[-1].set_title("Prediction") + axs[-1].axis("off") + + plt.tight_layout() + return fig From 51ffb698ee3c74c5f1055ecee01fcbec998429e3 Mon Sep 17 00:00:00 2001 From: Caleb Robinson Date: Fri, 29 Sep 2023 06:55:11 -0700 Subject: [PATCH 039/113] Add empirical sampling mode to the RCF model (#1339) * Initial commit * Fix practically all the problems * Add docs * Bruh * np.typing in quotes because that makes more sense * make really sure that mosaiks does stuff * Consolidating RCFs * Work * formatting * coverage * Update torchgeo/models/rcf.py * Minor style changes --------- Co-authored-by: Adam J. Stewart --- tests/models/test_rcf.py | 30 +++++++--- torchgeo/models/rcf.py | 117 +++++++++++++++++++++++++++++++++++---- 2 files changed, 130 insertions(+), 17 deletions(-) diff --git a/tests/models/test_rcf.py b/tests/models/test_rcf.py index 870b66bf495..f6d8091bc0d 100644 --- a/tests/models/test_rcf.py +++ b/tests/models/test_rcf.py @@ -1,25 +1,28 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. +import os + import pytest import torch +from torchgeo.datasets import EuroSAT from torchgeo.models import RCF class TestRCF: def test_in_channels(self) -> None: - model = RCF(in_channels=5, features=4, kernel_size=3) + model = RCF(in_channels=5, features=4, kernel_size=3, mode="gaussian") x = torch.randn(2, 5, 64, 64) model(x) - model = RCF(in_channels=3, features=4, kernel_size=3) + model = RCF(in_channels=3, features=4, kernel_size=3, mode="gaussian") match = "to have 3 channels, but got 5 channels instead" with pytest.raises(RuntimeError, match=match): model(x) def test_num_features(self) -> None: - model = RCF(in_channels=5, features=4, kernel_size=3) + model = RCF(in_channels=5, features=4, kernel_size=3, mode="gaussian") x = torch.randn(2, 5, 64, 64) y = model(x) assert y.shape[1] == 4 @@ -29,14 +32,27 @@ def test_num_features(self) -> None: assert y.shape[0] == 4 def test_untrainable(self) -> None: - model = RCF(in_channels=5, features=4, kernel_size=3) + model = RCF(in_channels=5, features=4, kernel_size=3, mode="gaussian") assert len(list(model.parameters())) == 0 def test_biases(self) -> None: - model = RCF(features=24, bias=10) + model = RCF(features=24, bias=10, mode="gaussian") assert torch.all(model.biases == 10) def test_seed(self) -> None: - weights1 = RCF(seed=1).weights - weights2 = RCF(seed=1).weights + weights1 = RCF(seed=1, mode="gaussian").weights + weights2 = RCF(seed=1, mode="gaussian").weights assert torch.allclose(weights1, weights2) + + def test_empirical(self) -> None: + root = os.path.join("tests", "data", "eurosat") + ds = EuroSAT(root=root, bands=EuroSAT.rgb_bands, split="train") + model = RCF( + in_channels=3, features=4, kernel_size=3, mode="empirical", dataset=ds + ) + model(torch.randn(2, 3, 8, 8)) + + def test_empirical_no_dataset(self) -> None: + match = "dataset must be provided when mode is 'empirical'" + with pytest.raises(ValueError, match=match): + RCF(mode="empirical", dataset=None) diff --git a/torchgeo/models/rcf.py b/torchgeo/models/rcf.py index 3cfd274996b..59f42223cf1 100644 --- a/torchgeo/models/rcf.py +++ b/torchgeo/models/rcf.py @@ -5,21 +5,33 @@ from typing import Optional +import numpy as np import torch import torch.nn.functional as F from torch import Tensor from torch.nn.modules import Module +from ..datasets import NonGeoDataset + class RCF(Module): """This model extracts random convolutional features (RCFs) from its input. - RCFs are used in Multi-task Observation using Satellite Imagery & Kitchen Sinks - (MOSAIKS) method proposed in https://www.nature.com/articles/s41467-021-24638-z. + RCFs are used in the Multi-task Observation using Satellite Imagery & Kitchen Sinks + (MOSAIKS) method proposed in "A generalizable and accessible approach to machine + learning with global satellite imagery". + + This class can operate in two modes, "gaussian" and "empirical". In "gaussian" mode, + the filters will be sampled from a Gaussian distribution, while in "empirical" mode, + the filters will be sampled from a dataset. + + If you use this model in your research, please cite the following paper: + + * https://www.nature.com/articles/s41467-021-24638-z .. note:: - This Module is *not* trainable. It is only used as a feature extractor. + This Module is *not* trainable. It is only used as a feature extractor. """ weights: Tensor @@ -32,6 +44,8 @@ def __init__( kernel_size: int = 3, bias: float = -1.0, seed: Optional[int] = None, + mode: str = "gaussian", + dataset: Optional[NonGeoDataset] = None, ) -> None: """Initializes the RCF model. @@ -41,21 +55,28 @@ def __init__( .. versionadded:: 0.2 The *seed* parameter. + .. versionadded:: 0.5 + The *mode* and *dataset* parameters. + Args: in_channels: number of input channels features: number of features to compute, must be divisible by 2 kernel_size: size of the kernel used to compute the RCFs bias: bias of the convolutional layer seed: random seed used to initialize the convolutional layer + mode: "empirical" or "gaussian" + dataset: a NonGeoDataset to sample from when mode is "empirical" """ super().__init__() - + assert mode in ["empirical", "gaussian"] + if mode == "empirical" and dataset is None: + raise ValueError("dataset must be provided when mode is 'empirical'") assert features % 2 == 0 + num_patches = features // 2 - if seed is None: - generator = None - else: - generator = torch.Generator().manual_seed(seed) + generator = torch.Generator() + if seed: + generator = generator.manual_seed(seed) # We register the weight and bias tensors as "buffers". This does two things: # makes them behave correctly when we call .to(...) on the module, and makes @@ -64,7 +85,7 @@ def __init__( self.register_buffer( "weights", torch.randn( - features // 2, + num_patches, in_channels, kernel_size, kernel_size, @@ -73,9 +94,85 @@ def __init__( ), ) self.register_buffer( - "biases", torch.zeros(features // 2, requires_grad=False) + bias + "biases", torch.zeros(num_patches, requires_grad=False) + bias + ) + + if mode == "empirical": + assert dataset is not None + num_channels, height, width = dataset[0]["image"].shape + assert num_channels == in_channels + patches = np.zeros( + (num_patches, num_channels, kernel_size, kernel_size), dtype=np.float32 + ) + idxs = torch.randint( + 0, len(dataset), (num_patches,), generator=generator + ).numpy() + ys = torch.randint( + 0, height - kernel_size, (num_patches,), generator=generator + ).numpy() + xs = torch.randint( + 0, width - kernel_size, (num_patches,), generator=generator + ).numpy() + + for i in range(num_patches): + img = dataset[idxs[i]]["image"] + patches[i] = img[ + :, ys[i] : ys[i] + kernel_size, xs[i] : xs[i] + kernel_size + ] + + patches = self._normalize(patches) + self.weights = torch.tensor(patches) + + def _normalize( + self, + patches: "np.typing.NDArray[np.float32]", + min_divisor: float = 1e-8, + zca_bias: float = 0.001, + ) -> "np.typing.NDArray[np.float32]": + """Does ZCA whitening on a set of input patches. + + Copied from https://github.com/Global-Policy-Lab/mosaiks-paper/blob/7efb09ed455505562d6bb04c2aaa242ef59f0a82/code/mosaiks/featurization.py#L120 + + Args: + patches: a numpy array of size (N, C, H, W) + min_divisor: a small number to guard against division by zero + zca_bias: bias term for ZCA whitening + + Returns + a numpy array of size (N, C, H, W) containing the normalized patches + + .. versionadded:: 0.5 + """ # noqa: E501 + n_patches = patches.shape[0] + orig_shape = patches.shape + patches = patches.reshape(patches.shape[0], -1) + + # Zero mean every feature + patches = patches - np.mean(patches, axis=1, keepdims=True) + + # Normalize + patch_norms = np.linalg.norm(patches, axis=1) + + # Get rid of really small norms + patch_norms[np.where(patch_norms < min_divisor)] = 1 + + # Make features unit norm + patches = patches / patch_norms[:, np.newaxis] + + patchesCovMat = 1.0 / n_patches * patches.T.dot(patches) + + (E, V) = np.linalg.eig(patchesCovMat) + + E += zca_bias + sqrt_zca_eigs = np.sqrt(E) + inv_sqrt_zca_eigs = np.diag(np.power(sqrt_zca_eigs, -1)) + global_ZCA = V.dot(inv_sqrt_zca_eigs).dot(V.T) + patches_normalized: "np.typing.NDArray[np.float32]" = ( + (patches).dot(global_ZCA).dot(global_ZCA.T) ) + return patches_normalized.reshape(orig_shape).astype("float32") + def forward(self, x: Tensor) -> Tensor: """Forward pass of the RCF model. From 3cef4fb21dd1ac55fdfa531b4459c8249c099782 Mon Sep 17 00:00:00 2001 From: Adrian Tofting Date: Fri, 29 Sep 2023 16:28:07 +0200 Subject: [PATCH 040/113] Allow RasterDataset to accept list of files (#1442) * Make RasterDataset accept list of files * Fix check if str * Use isdir and isfile * Rename root to paths and update type hint * Update children of RasterDataset methods using root * Fix check to cast str to list * Update conf files for RasterDatasets * Add initial suggested test * Add workaround for lists LandCoverAIBase * Add method handle_nonlocal_path for users to override * Raise RuntimeError to support existing tests * Remove reduntand cast to set * Remove required os.exists for paths * Revert "Remove required os.exists for paths" This reverts commit 84bf62b944326c33d5ba8efdcab615c65b124792. * Use arg as potitional argument not kwarg * Improve comments and logs about arg paths * Remove misleading comment * Change type hint of 'paths' to Iterable * Change type hint of 'paths' to Iterable * Remove premature handling of non-local paths * Replace root with paths in docstrings * Add versionadded to list_files docstring * Add versionchanged to docstrings * Update type of paths in childred of Raster * Replace docstring for paths in all raster * Swap root with paths for conf files for raster * Add newline before versionchanged * Revert name to root in conf for ChesapeakeCVPR * Simplify EUDEM tests * paths must be a string if you want autodownload support * Convert list_files to a property * Fix type hints * Test with a real empty directory * More diverse tests * LandCoverAI: don't yet support list of paths * Black * isort --------- Co-authored-by: Adrian Tofting Co-authored-by: Adrian Tofting Co-authored-by: Adam J. Stewart --- conf/l7irish.yaml | 2 +- conf/l8biome.yaml | 2 +- conf/naipchesapeake.yaml | 4 +- tests/conf/l7irish.yaml | 2 +- tests/conf/l8biome.yaml | 2 +- tests/conf/naipchesapeake.yaml | 4 +- tests/datasets/test_agb_live_woody_density.py | 8 +-- tests/datasets/test_astergdem.py | 2 +- tests/datasets/test_cdl.py | 2 +- tests/datasets/test_chesapeake.py | 2 +- tests/datasets/test_cms_mangrove_canopy.py | 8 +-- tests/datasets/test_esri2020.py | 4 +- tests/datasets/test_eudem.py | 11 +++-- tests/datasets/test_geo.py | 36 +++++++++++++- tests/datasets/test_globbiomass.py | 4 +- tests/datasets/test_l7irish.py | 4 +- tests/datasets/test_l8biome.py | 4 +- tests/datasets/test_landcoverai.py | 2 +- tests/datasets/test_landsat.py | 2 +- tests/datasets/test_nlcd.py | 2 +- tests/datasets/test_sentinel.py | 2 +- torchgeo/datasets/agb_live_woody_density.py | 29 ++++++----- torchgeo/datasets/astergdem.py | 24 ++++----- torchgeo/datasets/cdl.py | 39 +++++++-------- torchgeo/datasets/chesapeake.py | 29 ++++++----- torchgeo/datasets/cms_mangrove_canopy.py | 27 +++++----- torchgeo/datasets/esri2020.py | 29 ++++++----- torchgeo/datasets/eudem.py | 26 +++++----- torchgeo/datasets/geo.py | 49 +++++++++++++++---- torchgeo/datasets/globbiomass.py | 24 +++++---- torchgeo/datasets/l7irish.py | 28 ++++++----- torchgeo/datasets/l8biome.py | 28 ++++++----- torchgeo/datasets/landcoverai.py | 24 ++++----- torchgeo/datasets/landsat.py | 15 +++--- torchgeo/datasets/nlcd.py | 39 +++++++-------- torchgeo/datasets/sentinel.py | 26 ++++++---- 36 files changed, 323 insertions(+), 222 deletions(-) diff --git a/conf/l7irish.yaml b/conf/l7irish.yaml index 6681379cf11..91b1cbea15d 100644 --- a/conf/l7irish.yaml +++ b/conf/l7irish.yaml @@ -20,4 +20,4 @@ data: patch_size: 224 num_workers: 16 dict_kwargs: - root: "data/l7irish" + paths: "data/l7irish" diff --git a/conf/l8biome.yaml b/conf/l8biome.yaml index 122a3c46073..728073a56fa 100644 --- a/conf/l8biome.yaml +++ b/conf/l8biome.yaml @@ -20,4 +20,4 @@ data: patch_size: 224 num_workers: 16 dict_kwargs: - root: "data/l8biome" + paths: "data/l8biome" diff --git a/conf/naipchesapeake.yaml b/conf/naipchesapeake.yaml index a767e6348e6..f03c759b226 100644 --- a/conf/naipchesapeake.yaml +++ b/conf/naipchesapeake.yaml @@ -21,5 +21,5 @@ data: num_workers: 4 patch_size: 32 dict_kwargs: - naip_root: "data/naip" - chesapeake_root: "data/chesapeake/BAYWIDE" + naip_paths: "data/naip" + chesapeake_paths: "data/chesapeake/BAYWIDE" diff --git a/tests/conf/l7irish.yaml b/tests/conf/l7irish.yaml index 26a47518b4b..fc67fb8e1cc 100644 --- a/tests/conf/l7irish.yaml +++ b/tests/conf/l7irish.yaml @@ -15,5 +15,5 @@ data: patch_size: 32 length: 5 dict_kwargs: - root: "tests/data/l7irish" + paths: "tests/data/l7irish" download: true diff --git a/tests/conf/l8biome.yaml b/tests/conf/l8biome.yaml index e52eabbc1e3..f33b4b36464 100644 --- a/tests/conf/l8biome.yaml +++ b/tests/conf/l8biome.yaml @@ -15,5 +15,5 @@ data: patch_size: 32 length: 5 dict_kwargs: - root: "tests/data/l8biome" + paths: "tests/data/l8biome" download: true diff --git a/tests/conf/naipchesapeake.yaml b/tests/conf/naipchesapeake.yaml index 99e59f30e5d..4b13865f1bd 100644 --- a/tests/conf/naipchesapeake.yaml +++ b/tests/conf/naipchesapeake.yaml @@ -14,6 +14,6 @@ data: batch_size: 2 patch_size: 32 dict_kwargs: - naip_root: "tests/data/naip" - chesapeake_root: "tests/data/chesapeake/BAYWIDE" + naip_paths: "tests/data/naip" + chesapeake_paths: "tests/data/chesapeake/BAYWIDE" chesapeake_download: true diff --git a/tests/datasets/test_agb_live_woody_density.py b/tests/datasets/test_agb_live_woody_density.py index 7800aecc1b1..ae775a1cabf 100644 --- a/tests/datasets/test_agb_live_woody_density.py +++ b/tests/datasets/test_agb_live_woody_density.py @@ -52,14 +52,14 @@ def test_getitem(self, dataset: AbovegroundLiveWoodyBiomassDensity) -> None: assert isinstance(x["crs"], CRS) assert isinstance(x["mask"], torch.Tensor) - def test_no_dataset(self) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in."): - AbovegroundLiveWoodyBiomassDensity(root="/test") + def test_no_dataset(self, tmp_path: Path) -> None: + with pytest.raises(RuntimeError, match="Dataset not found"): + AbovegroundLiveWoodyBiomassDensity(str(tmp_path)) def test_already_downloaded( self, dataset: AbovegroundLiveWoodyBiomassDensity ) -> None: - AbovegroundLiveWoodyBiomassDensity(dataset.root) + AbovegroundLiveWoodyBiomassDensity(dataset.paths) def test_and(self, dataset: AbovegroundLiveWoodyBiomassDensity) -> None: ds = dataset & dataset diff --git a/tests/datasets/test_astergdem.py b/tests/datasets/test_astergdem.py index 25d0940b30d..0a1d8fc263a 100644 --- a/tests/datasets/test_astergdem.py +++ b/tests/datasets/test_astergdem.py @@ -27,7 +27,7 @@ def test_datasetmissing(self, tmp_path: Path) -> None: shutil.rmtree(tmp_path) os.makedirs(tmp_path) with pytest.raises(RuntimeError, match="Dataset not found in"): - AsterGDEM(root=str(tmp_path)) + AsterGDEM(str(tmp_path)) def test_getitem(self, dataset: AsterGDEM) -> None: x = dataset[dataset.bounds] diff --git a/tests/datasets/test_cdl.py b/tests/datasets/test_cdl.py index e5badeeb0fc..50babc4c175 100644 --- a/tests/datasets/test_cdl.py +++ b/tests/datasets/test_cdl.py @@ -74,7 +74,7 @@ def test_full_year(self, dataset: CDL) -> None: next(dataset.index.intersection(tuple(query))) def test_already_extracted(self, dataset: CDL) -> None: - CDL(root=dataset.root, years=[2020, 2021]) + CDL(dataset.paths, years=[2020, 2021]) def test_already_downloaded(self, tmp_path: Path) -> None: pathname = os.path.join("tests", "data", "cdl", "*_30m_cdls.zip") diff --git a/tests/datasets/test_chesapeake.py b/tests/datasets/test_chesapeake.py index 3348c1f6c95..ba33de7c465 100644 --- a/tests/datasets/test_chesapeake.py +++ b/tests/datasets/test_chesapeake.py @@ -59,7 +59,7 @@ def test_or(self, dataset: Chesapeake13) -> None: assert isinstance(ds, UnionDataset) def test_already_extracted(self, dataset: Chesapeake13) -> None: - Chesapeake13(root=dataset.root, download=True) + Chesapeake13(dataset.paths, download=True) def test_already_downloaded(self, tmp_path: Path) -> None: url = os.path.join( diff --git a/tests/datasets/test_cms_mangrove_canopy.py b/tests/datasets/test_cms_mangrove_canopy.py index 9a30a2a0283..3c9ea05e65a 100644 --- a/tests/datasets/test_cms_mangrove_canopy.py +++ b/tests/datasets/test_cms_mangrove_canopy.py @@ -44,9 +44,9 @@ def test_getitem(self, dataset: CMSGlobalMangroveCanopy) -> None: assert isinstance(x["crs"], CRS) assert isinstance(x["mask"], torch.Tensor) - def test_no_dataset(self) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in."): - CMSGlobalMangroveCanopy(root="/test") + def test_no_dataset(self, tmp_path: Path) -> None: + with pytest.raises(RuntimeError, match="Dataset not found"): + CMSGlobalMangroveCanopy(str(tmp_path)) def test_already_downloaded(self, tmp_path: Path) -> None: pathname = os.path.join( @@ -65,7 +65,7 @@ def test_corrupted(self, tmp_path: Path) -> None: ) as f: f.write("bad") with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): - CMSGlobalMangroveCanopy(root=str(tmp_path), country="Angola", checksum=True) + CMSGlobalMangroveCanopy(str(tmp_path), country="Angola", checksum=True) def test_invalid_country(self) -> None: with pytest.raises(AssertionError): diff --git a/tests/datasets/test_esri2020.py b/tests/datasets/test_esri2020.py index 74f9200cb5a..60c963139a1 100644 --- a/tests/datasets/test_esri2020.py +++ b/tests/datasets/test_esri2020.py @@ -47,7 +47,7 @@ def test_getitem(self, dataset: Esri2020) -> None: assert isinstance(x["mask"], torch.Tensor) def test_already_extracted(self, dataset: Esri2020) -> None: - Esri2020(root=dataset.root, download=True) + Esri2020(dataset.paths, download=True) def test_not_extracted(self, tmp_path: Path) -> None: url = os.path.join( @@ -57,7 +57,7 @@ def test_not_extracted(self, tmp_path: Path) -> None: "io-lulc-model-001-v01-composite-v03-supercell-v02-clip-v01.zip", ) shutil.copy(url, tmp_path) - Esri2020(root=str(tmp_path)) + Esri2020(str(tmp_path)) def test_not_downloaded(self, tmp_path: Path) -> None: with pytest.raises(RuntimeError, match="Dataset not found"): diff --git a/tests/datasets/test_eudem.py b/tests/datasets/test_eudem.py index fd04f541e9a..e3a5efdbe25 100644 --- a/tests/datasets/test_eudem.py +++ b/tests/datasets/test_eudem.py @@ -33,21 +33,22 @@ def test_getitem(self, dataset: EUDEM) -> None: assert isinstance(x["mask"], torch.Tensor) def test_extracted_already(self, dataset: EUDEM) -> None: - zipfile = os.path.join(dataset.root, "eu_dem_v11_E30N10.zip") - shutil.unpack_archive(zipfile, dataset.root, "zip") - EUDEM(dataset.root) + assert isinstance(dataset.paths, str) + zipfile = os.path.join(dataset.paths, "eu_dem_v11_E30N10.zip") + shutil.unpack_archive(zipfile, dataset.paths, "zip") + EUDEM(dataset.paths) def test_no_dataset(self, tmp_path: Path) -> None: shutil.rmtree(tmp_path) os.makedirs(tmp_path) with pytest.raises(RuntimeError, match="Dataset not found in"): - EUDEM(root=str(tmp_path)) + EUDEM(str(tmp_path)) def test_corrupted(self, tmp_path: Path) -> None: with open(os.path.join(tmp_path, "eu_dem_v11_E30N10.zip"), "w") as f: f.write("bad") with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): - EUDEM(root=str(tmp_path), checksum=True) + EUDEM(str(tmp_path), checksum=True) def test_and(self, dataset: EUDEM) -> None: ds = dataset & dataset diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py index cf4ef25d880..6b73bb0e8a4 100644 --- a/tests/datasets/test_geo.py +++ b/tests/datasets/test_geo.py @@ -1,9 +1,10 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. - import os import pickle +from collections.abc import Iterable from pathlib import Path +from typing import Union import pytest import torch @@ -178,6 +179,39 @@ def sentinel(self, request: SubRequest) -> Sentinel2: cache = request.param[1] return Sentinel2(root, bands=bands, transforms=transforms, cache=cache) + @pytest.mark.parametrize( + "paths", + [ + # Single directory + os.path.join("tests", "data", "naip"), + # Multiple directories + [ + os.path.join("tests", "data", "naip"), + os.path.join("tests", "data", "naip"), + ], + # Single file + os.path.join("tests", "data", "naip", "m_3807511_ne_18_060_20181104.tif"), + # Multiple files + ( + os.path.join( + "tests", "data", "naip", "m_3807511_ne_18_060_20181104.tif" + ), + os.path.join( + "tests", "data", "naip", "m_3807511_ne_18_060_20190605.tif" + ), + ), + # Combination + { + os.path.join("tests", "data", "naip"), + os.path.join( + "tests", "data", "naip", "m_3807511_ne_18_060_20181104.tif" + ), + }, + ], + ) + def test_files(self, paths: Union[str, Iterable[str]]) -> None: + assert 1 <= len(NAIP(paths).files) <= 2 + def test_getitem_single_file(self, naip: NAIP) -> None: x = naip[naip.bounds] assert isinstance(x, dict) diff --git a/tests/datasets/test_globbiomass.py b/tests/datasets/test_globbiomass.py index 2bc94bdc00c..c73675def91 100644 --- a/tests/datasets/test_globbiomass.py +++ b/tests/datasets/test_globbiomass.py @@ -47,7 +47,7 @@ def test_getitem(self, dataset: GlobBiomass) -> None: assert isinstance(x["mask"], torch.Tensor) def test_already_extracted(self, dataset: GlobBiomass) -> None: - GlobBiomass(root=dataset.root) + GlobBiomass(dataset.paths) def test_not_downloaded(self, tmp_path: Path) -> None: with pytest.raises(RuntimeError, match="Dataset not found"): @@ -57,7 +57,7 @@ def test_corrupted(self, tmp_path: Path) -> None: with open(os.path.join(tmp_path, "N00E020_agb.zip"), "w") as f: f.write("bad") with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): - GlobBiomass(root=str(tmp_path), checksum=True) + GlobBiomass(str(tmp_path), checksum=True) def test_and(self, dataset: GlobBiomass) -> None: ds = dataset & dataset diff --git a/tests/datasets/test_l7irish.py b/tests/datasets/test_l7irish.py index 59610d78f62..43795d57a1e 100644 --- a/tests/datasets/test_l7irish.py +++ b/tests/datasets/test_l7irish.py @@ -58,7 +58,7 @@ def test_plot(self, dataset: L7Irish) -> None: plt.close() def test_already_extracted(self, dataset: L7Irish) -> None: - L7Irish(root=dataset.root, download=True) + L7Irish(dataset.paths, download=True) def test_already_downloaded(self, tmp_path: Path) -> None: pathname = os.path.join("tests", "data", "l7irish", "*.tar.gz") @@ -88,7 +88,7 @@ def test_rgb_bands_absent_plot(self, dataset: L7Irish) -> None: with pytest.raises( ValueError, match="Dataset doesn't contain some of the RGB bands" ): - ds = L7Irish(root=dataset.root, bands=["B10", "B20", "B50"]) + ds = L7Irish(dataset.paths, bands=["B10", "B20", "B50"]) x = ds[ds.bounds] ds.plot(x, suptitle="Test") plt.close() diff --git a/tests/datasets/test_l8biome.py b/tests/datasets/test_l8biome.py index 2b653c87061..337e17c1b64 100644 --- a/tests/datasets/test_l8biome.py +++ b/tests/datasets/test_l8biome.py @@ -58,7 +58,7 @@ def test_plot(self, dataset: L8Biome) -> None: plt.close() def test_already_extracted(self, dataset: L8Biome) -> None: - L8Biome(root=dataset.root, download=True) + L8Biome(dataset.paths, download=True) def test_already_downloaded(self, tmp_path: Path) -> None: pathname = os.path.join("tests", "data", "l8biome", "*.tar.gz") @@ -88,7 +88,7 @@ def test_rgb_bands_absent_plot(self, dataset: L8Biome) -> None: with pytest.raises( ValueError, match="Dataset doesn't contain some of the RGB bands" ): - ds = L8Biome(root=dataset.root, bands=["B1", "B2", "B5"]) + ds = L8Biome(dataset.paths, bands=["B1", "B2", "B5"]) x = ds[ds.bounds] ds.plot(x, suptitle="Test") plt.close() diff --git a/tests/datasets/test_landcoverai.py b/tests/datasets/test_landcoverai.py index 4b371b70049..3e0b6d2434a 100644 --- a/tests/datasets/test_landcoverai.py +++ b/tests/datasets/test_landcoverai.py @@ -40,7 +40,7 @@ def test_getitem(self, dataset: LandCoverAIGeo) -> None: assert isinstance(x["mask"], torch.Tensor) def test_already_extracted(self, dataset: LandCoverAIGeo) -> None: - LandCoverAIGeo(root=dataset.root, download=True) + LandCoverAIGeo(dataset.root, download=True) def test_already_downloaded(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> None: url = os.path.join("tests", "data", "landcoverai", "landcover.ai.v1.zip") diff --git a/tests/datasets/test_landsat.py b/tests/datasets/test_landsat.py index f4ce259f6ee..950d33fcb00 100644 --- a/tests/datasets/test_landsat.py +++ b/tests/datasets/test_landsat.py @@ -52,7 +52,7 @@ def test_plot(self, dataset: Landsat8) -> None: def test_plot_wrong_bands(self, dataset: Landsat8) -> None: bands = ("SR_B1",) - ds = Landsat8(root=dataset.root, bands=bands) + ds = Landsat8(dataset.paths, bands=bands) x = dataset[dataset.bounds] with pytest.raises( ValueError, match="Dataset doesn't contain some of the RGB bands" diff --git a/tests/datasets/test_nlcd.py b/tests/datasets/test_nlcd.py index 0f0f134e384..ceee8097634 100644 --- a/tests/datasets/test_nlcd.py +++ b/tests/datasets/test_nlcd.py @@ -69,7 +69,7 @@ def test_or(self, dataset: NLCD) -> None: assert isinstance(ds, UnionDataset) def test_already_extracted(self, dataset: NLCD) -> None: - NLCD(root=dataset.root, download=True, years=[2019]) + NLCD(dataset.paths, download=True, years=[2019]) def test_already_downloaded(self, tmp_path: Path) -> None: pathname = os.path.join( diff --git a/tests/datasets/test_sentinel.py b/tests/datasets/test_sentinel.py index 2d6c42aa89e..fccb4e32032 100644 --- a/tests/datasets/test_sentinel.py +++ b/tests/datasets/test_sentinel.py @@ -133,7 +133,7 @@ def test_plot(self, dataset: Sentinel2) -> None: def test_plot_wrong_bands(self, dataset: Sentinel2) -> None: bands = ["B02"] - ds = Sentinel2(root=dataset.root, res=dataset.res, bands=bands) + ds = Sentinel2(dataset.paths, res=dataset.res, bands=bands) x = dataset[dataset.bounds] with pytest.raises( ValueError, match="Dataset doesn't contain some of the RGB bands" diff --git a/torchgeo/datasets/agb_live_woody_density.py b/torchgeo/datasets/agb_live_woody_density.py index e8804b2e384..ec9ae90bd67 100644 --- a/torchgeo/datasets/agb_live_woody_density.py +++ b/torchgeo/datasets/agb_live_woody_density.py @@ -3,10 +3,10 @@ """Aboveground Live Woody Biomass Density dataset.""" -import glob import json import os -from typing import Any, Callable, Optional +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -59,7 +59,7 @@ class AbovegroundLiveWoodyBiomassDensity(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -69,7 +69,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -80,14 +80,17 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.download = download self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: """Verify the integrity of the dataset. @@ -96,14 +99,13 @@ def _verify(self) -> None: RuntimeError: if dataset is missing """ # Check if the extracted files already exist - pathname = os.path.join(self.root, self.filename_glob) - if glob.glob(pathname): + if self.files: return # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " + f"Dataset not found in `root={self.paths}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) @@ -113,15 +115,16 @@ def _verify(self) -> None: def _download(self) -> None: """Download the dataset.""" - download_url(self.url, self.root, self.base_filename) + assert isinstance(self.paths, str) + download_url(self.url, self.paths, self.base_filename) - with open(os.path.join(self.root, self.base_filename)) as f: + with open(os.path.join(self.paths, self.base_filename)) as f: content = json.load(f) for item in content["features"]: download_url( item["properties"]["download"], - self.root, + self.paths, item["properties"]["tile_id"] + ".tif", ) diff --git a/torchgeo/datasets/astergdem.py b/torchgeo/datasets/astergdem.py index 7d2d2442688..305c6bf873c 100644 --- a/torchgeo/datasets/astergdem.py +++ b/torchgeo/datasets/astergdem.py @@ -3,9 +3,7 @@ """Aster Global Digital Elevation Model dataset.""" -import glob -import os -from typing import Any, Callable, Optional +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -47,7 +45,7 @@ class AsterGDEM(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, list[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -56,8 +54,8 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found, here the collection of - individual zip files for each tile should be found + paths: one or more root directories to search or files to load, here + the collection of individual zip files for each tile should be found crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -67,14 +65,17 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` RuntimeError: if dataset is missing + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: """Verify the integrity of the dataset. @@ -83,12 +84,11 @@ def _verify(self) -> None: RuntimeError: if dataset is missing """ # Check if the extracted files already exists - pathname = os.path.join(self.root, self.filename_glob) - if glob.glob(pathname): + if self.files: return raise RuntimeError( - f"Dataset not found in `root={self.root}` " + f"Dataset not found in `root={self.paths}` " "either specify a different `root` directory or make sure you " "have manually downloaded dataset tiles as suggested in the documentation." ) diff --git a/torchgeo/datasets/cdl.py b/torchgeo/datasets/cdl.py index 590a7c515db..39a7a105325 100644 --- a/torchgeo/datasets/cdl.py +++ b/torchgeo/datasets/cdl.py @@ -3,9 +3,9 @@ """CDL dataset.""" -import glob import os -from typing import Any, Callable, Optional +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt import torch @@ -205,7 +205,7 @@ class CDL(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, years: list[int] = [2022], @@ -218,7 +218,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -234,11 +234,14 @@ def __init__( Raises: AssertionError: if ``years`` or ``classes`` are invalid - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` RuntimeError: if ``download=False`` but dataset is missing or checksum fails .. versionadded:: 0.5 The *years* and *classes* parameters. + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ assert set(years) <= self.md5s.keys(), ( "CDL data product only exists for the following years: " @@ -249,7 +252,7 @@ def __init__( ), f"Only the following classes are valid: {list(self.cmap.keys())}." assert 0 in classes, "Classes must include the background class: 0" - self.root = root + self.paths = paths self.years = years self.classes = classes self.download = download @@ -259,7 +262,7 @@ def __init__( self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) # Map chosen classes to ordinal numbers, all others mapped to background class for v, k in enumerate(self.classes): @@ -289,22 +292,15 @@ def _verify(self) -> None: RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ # Check if the extracted files already exist - exists = [] - for year in self.years: - filename_year = self.filename_glob.replace("*", str(year)) - pathname = os.path.join(self.root, "**", filename_year) - for fname in glob.iglob(pathname, recursive=True): - if not fname.endswith(".zip"): - exists.append(True) - - if len(exists) == len(self.years): + if self.files: return # Check if the zip files have already been downloaded exists = [] + assert isinstance(self.paths, str) for year in self.years: pathname = os.path.join( - self.root, self.zipfile_glob.replace("*", str(year)) + self.paths, self.zipfile_glob.replace("*", str(year)) ) if os.path.exists(pathname): exists.append(True) @@ -318,7 +314,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " + f"Dataset not found in `root={self.paths}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) @@ -332,16 +328,17 @@ def _download(self) -> None: for year in self.years: download_url( self.url.format(year), - self.root, + self.paths, md5=self.md5s[year] if self.checksum else None, ) def _extract(self) -> None: """Extract the dataset.""" + assert isinstance(self.paths, str) for year in self.years: zipfile_name = self.zipfile_glob.replace("*", str(year)) - pathname = os.path.join(self.root, zipfile_name) - extract_archive(pathname, self.root) + pathname = os.path.join(self.paths, zipfile_name) + extract_archive(pathname, self.paths) def plot( self, diff --git a/torchgeo/datasets/chesapeake.py b/torchgeo/datasets/chesapeake.py index 7ca6125a246..1c17fe84bdd 100644 --- a/torchgeo/datasets/chesapeake.py +++ b/torchgeo/datasets/chesapeake.py @@ -6,8 +6,8 @@ import abc import os import sys -from collections.abc import Sequence -from typing import Any, Callable, Optional, cast +from collections.abc import Iterable, Sequence +from typing import Any, Callable, Optional, Union, cast import fiona import matplotlib.pyplot as plt @@ -89,7 +89,7 @@ def url(self) -> str: def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -100,7 +100,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -112,10 +112,13 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` RuntimeError: if ``download=False`` but dataset is missing or checksum fails + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.download = download self.checksum = checksum @@ -132,7 +135,7 @@ def __init__( ) self._cmap = ListedColormap(colors) - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: """Verify the integrity of the dataset. @@ -141,18 +144,19 @@ def _verify(self) -> None: RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ # Check if the extracted file already exists - if os.path.exists(os.path.join(self.root, self.filename)): + if self.files: return # Check if the zip file has already been downloaded - if os.path.exists(os.path.join(self.root, self.zipfile)): + assert isinstance(self.paths, str) + if os.path.exists(os.path.join(self.paths, self.zipfile)): self._extract() return # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " + f"Dataset not found in `root={self.paths}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) @@ -163,11 +167,12 @@ def _verify(self) -> None: def _download(self) -> None: """Download the dataset.""" - download_url(self.url, self.root, filename=self.zipfile, md5=self.md5) + download_url(self.url, self.paths, filename=self.zipfile, md5=self.md5) def _extract(self) -> None: """Extract the dataset.""" - extract_archive(os.path.join(self.root, self.zipfile)) + assert isinstance(self.paths, str) + extract_archive(os.path.join(self.paths, self.zipfile)) def plot( self, diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index cc27b6496d9..df02764705f 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -3,9 +3,8 @@ """CMS Global Mangrove Canopy dataset.""" -import glob import os -from typing import Any, Callable, Optional +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -168,7 +167,7 @@ class CMSGlobalMangroveCanopy(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, list[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, measurement: str = "agb", @@ -180,7 +179,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -193,11 +192,14 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` RuntimeError: if dataset is missing or checksum fails AssertionError: if country or measurement arg are not str or invalid + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.checksum = checksum assert isinstance(country, str), "Country argument must be a str." @@ -220,7 +222,7 @@ def __init__( self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: """Verify the integrity of the dataset. @@ -229,12 +231,12 @@ def _verify(self) -> None: RuntimeError: if dataset is missing or checksum fails """ # Check if the extracted files already exist - pathname = os.path.join(self.root, "**", self.filename_glob) - if glob.glob(pathname): + if self.files: return # Check if the zip file has already been downloaded - pathname = os.path.join(self.root, self.zipfile) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, self.zipfile) if os.path.exists(pathname): if self.checksum and not check_integrity(pathname, self.md5): raise RuntimeError("Dataset found, but corrupted.") @@ -242,14 +244,15 @@ def _verify(self) -> None: return raise RuntimeError( - f"Dataset not found in `root={self.root}` " + f"Dataset not found in `root={self.paths}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as instructed in the documentation." ) def _extract(self) -> None: """Extract the dataset.""" - pathname = os.path.join(self.root, self.zipfile) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, self.zipfile) extract_archive(pathname) def plot( diff --git a/torchgeo/datasets/esri2020.py b/torchgeo/datasets/esri2020.py index 5d26afa8ee0..6b875b8e040 100644 --- a/torchgeo/datasets/esri2020.py +++ b/torchgeo/datasets/esri2020.py @@ -5,7 +5,8 @@ import glob import os -from typing import Any, Callable, Optional +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -67,7 +68,7 @@ class Esri2020(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -78,7 +79,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -90,16 +91,19 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` RuntimeError: if ``download=False`` but dataset is missing or checksum fails + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.download = download self.checksum = checksum self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: """Verify the integrity of the dataset. @@ -108,12 +112,12 @@ def _verify(self) -> None: RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ # Check if the extracted file already exists - pathname = os.path.join(self.root, "**", self.filename_glob) - if glob.glob(pathname): + if self.files: return # Check if the zip files have already been downloaded - pathname = os.path.join(self.root, self.zipfile) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, self.zipfile) if glob.glob(pathname): self._extract() return @@ -121,7 +125,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " + f"Dataset not found in `root={self.paths}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) @@ -132,11 +136,12 @@ def _verify(self) -> None: def _download(self) -> None: """Download the dataset.""" - download_url(self.url, self.root, filename=self.zipfile, md5=self.md5) + download_url(self.url, self.paths, filename=self.zipfile, md5=self.md5) def _extract(self) -> None: """Extract the dataset.""" - extract_archive(os.path.join(self.root, self.zipfile)) + assert isinstance(self.paths, str) + extract_archive(os.path.join(self.paths, self.zipfile)) def plot( self, diff --git a/torchgeo/datasets/eudem.py b/torchgeo/datasets/eudem.py index dacca0d6d63..35313dae075 100644 --- a/torchgeo/datasets/eudem.py +++ b/torchgeo/datasets/eudem.py @@ -5,7 +5,8 @@ import glob import os -from typing import Any, Callable, Optional +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -82,7 +83,7 @@ class EUDEM(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -92,8 +93,8 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found, here the collection of - individual zip files for each tile should be found + paths: one or more root directories to search or files to load, here + the collection of individual zip files for each tile should be found crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -104,14 +105,17 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.checksum = checksum self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: """Verify the integrity of the dataset. @@ -120,12 +124,12 @@ def _verify(self) -> None: RuntimeError: if dataset is missing or checksum fails """ # Check if the extracted file already exists - pathname = os.path.join(self.root, self.filename_glob) - if glob.glob(pathname): + if self.files: return # Check if the zip files have already been downloaded - pathname = os.path.join(self.root, self.zipfile_glob) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, self.zipfile_glob) if glob.glob(pathname): for zipfile in glob.iglob(pathname): filename = os.path.basename(zipfile) @@ -135,7 +139,7 @@ def _verify(self) -> None: return raise RuntimeError( - f"Dataset not found in `root={self.root}` " + f"Dataset not found in `root={self.paths}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as suggested in the documentation." ) diff --git a/torchgeo/datasets/geo.py b/torchgeo/datasets/geo.py index dc2b5fa1388..09564dbaba1 100644 --- a/torchgeo/datasets/geo.py +++ b/torchgeo/datasets/geo.py @@ -9,8 +9,8 @@ import os import re import sys -from collections.abc import Sequence -from typing import Any, Callable, Optional, cast +from collections.abc import Iterable, Sequence +from typing import Any, Callable, Optional, Union, cast import fiona import fiona.transform @@ -329,7 +329,7 @@ def dtype(self) -> torch.dtype: def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, bands: Optional[Sequence[str]] = None, @@ -339,7 +339,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -350,19 +350,21 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ super().__init__(transforms) - self.root = root + self.paths = paths self.bands = bands or self.all_bands self.cache = cache # Populate the dataset index i = 0 - pathname = os.path.join(root, "**", self.filename_glob) filename_regex = re.compile(self.filename_regex, re.VERBOSE) - for filepath in glob.iglob(pathname, recursive=True): + for filepath in self.files: match = re.match(filename_regex, os.path.basename(filepath)) if match is not None: try: @@ -396,7 +398,10 @@ def __init__( i += 1 if i == 0: - msg = f"No {self.__class__.__name__} data was found in `root='{self.root}'`" + msg = ( + f"No {self.__class__.__name__} data was found " + f"in `paths={self.paths!r}'`" + ) if self.bands: msg += f" with `bands={self.bands}`" raise FileNotFoundError(msg) @@ -418,6 +423,32 @@ def __init__( self._crs = cast(CRS, crs) self._res = cast(float, res) + @property + def files(self) -> set[str]: + """A list of all files in the dataset. + + Returns: + All files in the dataset. + + .. versionadded:: 0.5 + """ + # Make iterable + if isinstance(self.paths, str): + paths: Iterable[str] = [self.paths] + else: + paths = self.paths + + # Using set to remove any duplicates if directories are overlapping + files: set[str] = set() + for path in paths: + if os.path.isdir(path): + pathname = os.path.join(path, "**", self.filename_glob) + files |= set(glob.iglob(pathname, recursive=True)) + else: + files.add(path) + + return files + def __getitem__(self, query: BoundingBox) -> dict[str, Any]: """Retrieve image/mask and metadata indexed by query. diff --git a/torchgeo/datasets/globbiomass.py b/torchgeo/datasets/globbiomass.py index 1954685ceb0..7fe6428c8ec 100644 --- a/torchgeo/datasets/globbiomass.py +++ b/torchgeo/datasets/globbiomass.py @@ -5,7 +5,8 @@ import glob import os -from typing import Any, Callable, Optional, cast +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union, cast import matplotlib.pyplot as plt import torch @@ -118,7 +119,7 @@ class GlobBiomass(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, measurement: str = "agb", @@ -129,7 +130,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -141,11 +142,14 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` RuntimeError: if dataset is missing or checksum fails AssertionError: if measurement argument is invalid, or not a str + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.checksum = checksum assert isinstance(measurement, str), "Measurement argument must be a str." @@ -161,7 +165,7 @@ def __init__( self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) def __getitem__(self, query: BoundingBox) -> dict[str, Any]: """Retrieve image/mask and metadata indexed by query. @@ -206,12 +210,12 @@ def _verify(self) -> None: RuntimeError: if dataset is missing or checksum fails """ # Check if the extracted file already exists - pathname = os.path.join(self.root, self.filename_glob) - if glob.glob(pathname): + if self.files: return # Check if the zip files have already been downloaded - pathname = os.path.join(self.root, self.zipfile_glob) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, self.zipfile_glob) if glob.glob(pathname): for zipfile in glob.iglob(pathname): filename = os.path.basename(zipfile) @@ -221,7 +225,7 @@ def _verify(self) -> None: return raise RuntimeError( - f"Dataset not found in `root={self.root}` " + f"Dataset not found in `root={self.paths}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as suggested in the documentation." ) diff --git a/torchgeo/datasets/l7irish.py b/torchgeo/datasets/l7irish.py index 9de48f9a340..8fa36daad1d 100644 --- a/torchgeo/datasets/l7irish.py +++ b/torchgeo/datasets/l7irish.py @@ -5,8 +5,8 @@ import glob import os -from collections.abc import Sequence -from typing import Any, Callable, Optional, cast +from collections.abc import Iterable, Sequence +from typing import Any, Callable, Optional, Union, cast import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -91,7 +91,7 @@ class L7Irish(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = CRS.from_epsg(3857), res: Optional[float] = None, bands: Sequence[str] = all_bands, @@ -103,7 +103,7 @@ def __init__( """Initialize a new L7Irish instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to EPSG:3857) res: resolution of the dataset in units of CRS @@ -118,15 +118,18 @@ def __init__( Raises: RuntimeError: if ``download=False`` and data is not found, or checksums don't match + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.download = download self.checksum = checksum self._verify() super().__init__( - root, crs=crs, res=res, bands=bands, transforms=transforms, cache=cache + paths, crs=crs, res=res, bands=bands, transforms=transforms, cache=cache ) def _verify(self) -> None: @@ -136,12 +139,12 @@ def _verify(self) -> None: RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ # Check if the extracted files already exist - pathname = os.path.join(self.root, "**", self.filename_glob) - for fname in glob.iglob(pathname, recursive=True): + if self.files: return # Check if the tar.gz files have already been downloaded - pathname = os.path.join(self.root, "*.tar.gz") + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, "*.tar.gz") if glob.glob(pathname): self._extract() return @@ -149,7 +152,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " + f"Dataset not found in `root={self.paths}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) @@ -162,12 +165,13 @@ def _download(self) -> None: """Download the dataset.""" for biome, md5 in self.md5s.items(): download_url( - self.url.format(biome), self.root, md5=md5 if self.checksum else None + self.url.format(biome), self.paths, md5=md5 if self.checksum else None ) def _extract(self) -> None: """Extract the dataset.""" - pathname = os.path.join(self.root, "*.tar.gz") + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, "*.tar.gz") for tarfile in glob.iglob(pathname): extract_archive(tarfile) diff --git a/torchgeo/datasets/l8biome.py b/torchgeo/datasets/l8biome.py index 105da4042c3..01937dd7a69 100644 --- a/torchgeo/datasets/l8biome.py +++ b/torchgeo/datasets/l8biome.py @@ -5,8 +5,8 @@ import glob import os -from collections.abc import Sequence -from typing import Any, Callable, Optional, cast +from collections.abc import Iterable, Sequence +from typing import Any, Callable, Optional, Union, cast import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -90,7 +90,7 @@ class L8Biome(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]], crs: Optional[CRS] = CRS.from_epsg(3857), res: Optional[float] = None, bands: Sequence[str] = all_bands, @@ -102,7 +102,7 @@ def __init__( """Initialize a new L8Biome instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to EPSG:3857) res: resolution of the dataset in units of CRS @@ -117,15 +117,18 @@ def __init__( Raises: RuntimeError: if ``download=False`` and data is not found, or checksums don't match + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.download = download self.checksum = checksum self._verify() super().__init__( - root, crs=crs, res=res, bands=bands, transforms=transforms, cache=cache + paths, crs=crs, res=res, bands=bands, transforms=transforms, cache=cache ) def _verify(self) -> None: @@ -135,12 +138,12 @@ def _verify(self) -> None: RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ # Check if the extracted files already exist - pathname = os.path.join(self.root, "**", self.filename_glob) - for fname in glob.iglob(pathname, recursive=True): + if self.files: return # Check if the tar.gz files have already been downloaded - pathname = os.path.join(self.root, "*.tar.gz") + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, "*.tar.gz") if glob.glob(pathname): self._extract() return @@ -148,7 +151,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " + f"Dataset not found in `root={self.paths}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) @@ -161,12 +164,13 @@ def _download(self) -> None: """Download the dataset.""" for biome, md5 in self.md5s.items(): download_url( - self.url.format(biome), self.root, md5=md5 if self.checksum else None + self.url.format(biome), self.paths, md5=md5 if self.checksum else None ) def _extract(self) -> None: """Extract the dataset.""" - pathname = os.path.join(self.root, "*.tar.gz") + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, "*.tar.gz") for tarfile in glob.iglob(pathname): extract_archive(tarfile) diff --git a/torchgeo/datasets/landcoverai.py b/torchgeo/datasets/landcoverai.py index 79f1b110193..1a5543dbdd8 100644 --- a/torchgeo/datasets/landcoverai.py +++ b/torchgeo/datasets/landcoverai.py @@ -222,20 +222,20 @@ def __init__( """Initialize a new LandCover.ai NonGeo dataset instance. Args: - root: root directory where dataset can be found - crs: :term:`coordinate reference system (CRS)` to warp to - (defaults to the CRS of the first file found) - res: resolution of the dataset in units of CRS - (defaults to the resolution of the first file found) - transforms: a function/transform that takes input sample and its target as - entry and returns a transformed version - cache: if True, cache file handle to speed up repeated sampling - download: if True, download dataset and store it in the root directory - checksum: if True, check the MD5 of the downloaded files (may be slow) + root: root directory where dataset can be found + crs: :term:`coordinate reference system (CRS)` to warp to + (defaults to the CRS of the first file found) + res: resolution of the dataset in units of CRS + (defaults to the resolution of the first file found) + transforms: a function/transform that takes input sample and its target as + entry and returns a transformed version + cache: if True, cache file handle to speed up repeated sampling + download: if True, download dataset and store it in the root directory + checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + RuntimeError: if ``download=False`` and data is not found, or checksums + don't match """ LandCoverAIBase.__init__(self, root, download, checksum) RasterDataset.__init__(self, root, crs, res, transforms=transforms, cache=cache) diff --git a/torchgeo/datasets/landsat.py b/torchgeo/datasets/landsat.py index 72174114687..097b3a36a94 100644 --- a/torchgeo/datasets/landsat.py +++ b/torchgeo/datasets/landsat.py @@ -4,8 +4,8 @@ """Landsat datasets.""" import abc -from collections.abc import Sequence -from typing import Any, Callable, Optional +from collections.abc import Iterable, Sequence +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -58,7 +58,7 @@ def default_bands(self) -> list[str]: def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, bands: Optional[Sequence[str]] = None, @@ -68,7 +68,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -79,12 +79,15 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ bands = bands or self.default_bands self.filename_glob = self.filename_glob.format(bands[0]) - super().__init__(root, crs, res, bands, transforms, cache) + super().__init__(paths, crs, res, bands, transforms, cache) def plot( self, diff --git a/torchgeo/datasets/nlcd.py b/torchgeo/datasets/nlcd.py index b7c1eae565f..da6479e289e 100644 --- a/torchgeo/datasets/nlcd.py +++ b/torchgeo/datasets/nlcd.py @@ -5,7 +5,8 @@ import glob import os -from typing import Any, Callable, Optional +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt import torch @@ -106,7 +107,7 @@ class NLCD(RasterDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: Optional[float] = None, years: list[int] = [2019], @@ -119,7 +120,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -135,8 +136,11 @@ def __init__( Raises: AssertionError: if ``years`` or ``classes`` are invalid - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` RuntimeError: if ``download=False`` but dataset is missing or checksum fails + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ assert set(years) <= self.md5s.keys(), ( "NLCD data product only exists for the following years: " @@ -147,7 +151,7 @@ def __init__( ), f"Only the following classes are valid: {list(self.cmap.keys())}." assert 0 in classes, "Classes must include the background class: 0" - self.root = root + self.paths = paths self.years = years self.classes = classes self.download = download @@ -157,7 +161,7 @@ def __init__( self._verify() - super().__init__(root, crs, res, transforms=transforms, cache=cache) + super().__init__(paths, crs, res, transforms=transforms, cache=cache) # Map chosen classes to ordinal numbers, all others mapped to background class for v, k in enumerate(self.classes): @@ -187,23 +191,15 @@ def _verify(self) -> None: RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ # Check if the extracted files already exist - exists = [] - for year in self.years: - filename_year = self.filename_glob.replace("*", str(year), 1) - pathname = os.path.join(self.root, "**", filename_year) - if glob.glob(pathname, recursive=True): - exists.append(True) - else: - exists.append(False) - - if all(exists): + if self.files: return # Check if the zip files have already been downloaded exists = [] for year in self.years: zipfile_year = self.zipfile_glob.replace("*", str(year), 1) - pathname = os.path.join(self.root, "**", zipfile_year) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, "**", zipfile_year) if glob.glob(pathname, recursive=True): exists.append(True) self._extract() @@ -216,7 +212,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " + f"Dataset not found in `root={self.paths}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) @@ -230,7 +226,7 @@ def _download(self) -> None: for year in self.years: download_url( self.url.format(year), - self.root, + self.paths, md5=self.md5s[year] if self.checksum else None, ) @@ -238,8 +234,9 @@ def _extract(self) -> None: """Extract the dataset.""" for year in self.years: zipfile_name = self.zipfile_glob.replace("*", str(year), 1) - pathname = os.path.join(self.root, "**", zipfile_name) - extract_archive(glob.glob(pathname, recursive=True)[0], self.root) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, "**", zipfile_name) + extract_archive(glob.glob(pathname, recursive=True)[0], self.paths) def plot( self, diff --git a/torchgeo/datasets/sentinel.py b/torchgeo/datasets/sentinel.py index 33e5ed43b07..1c4e2423482 100644 --- a/torchgeo/datasets/sentinel.py +++ b/torchgeo/datasets/sentinel.py @@ -3,8 +3,8 @@ """Sentinel datasets.""" -from collections.abc import Sequence -from typing import Any, Callable, Optional +from collections.abc import Iterable, Sequence +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt import torch @@ -140,7 +140,7 @@ class Sentinel1(Sentinel): def __init__( self, - root: str = "data", + paths: Union[str, list[str]] = "data", crs: Optional[CRS] = None, res: float = 10, bands: Sequence[str] = ["VV", "VH"], @@ -150,7 +150,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -162,7 +162,10 @@ def __init__( Raises: AssertionError: if ``bands`` is invalid - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ assert len(bands) > 0, "'bands' cannot be an empty list" assert len(bands) == len(set(bands)), "'bands' contains duplicate bands" @@ -184,7 +187,7 @@ def __init__( self.filename_glob = self.filename_glob.format(bands[0]) - super().__init__(root, crs, res, bands, transforms, cache) + super().__init__(paths, crs, res, bands, transforms, cache) def plot( self, @@ -293,7 +296,7 @@ class Sentinel2(Sentinel): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: float = 10, bands: Optional[Sequence[str]] = None, @@ -303,7 +306,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -314,13 +317,16 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``root`` + FileNotFoundError: if no files are found in ``paths`` + + .. versionchanged:: 0.5 + *root* was renamed to *paths* """ bands = bands or self.all_bands self.filename_glob = self.filename_glob.format(bands[0]) self.filename_regex = self.filename_regex.format(res) - super().__init__(root, crs, res, bands, transforms, cache) + super().__init__(paths, crs, res, bands, transforms, cache) def plot( self, From 76f92f86df1be8c645d1115fef4f6b7164337199 Mon Sep 17 00:00:00 2001 From: Nils Lehmann <35272119+nilsleh@users.noreply.github.com> Date: Fri, 29 Sep 2023 16:48:16 +0200 Subject: [PATCH 041/113] Add BioMassters Dataset (#1560) * outline of dataset class * outline of dataset class * test data outline * setup dataset structure * load bands * create test data * test file outline * fix data reading * add unit tests * try to fix failing windows test * Fix type hints * Fix Windows tests * Fix flake8 * adress comments * remove left over download stuff and comments * Minor style changes * Remove unused import --------- Co-authored-by: Adam J. Stewart --- docs/api/datasets.rst | 5 + docs/api/non_geo_datasets.csv | 1 + ...he_BioMassters_-_features_metadata.csv.csv | 21 ++ tests/data/biomassters/data.py | 137 +++++++++ tests/data/biomassters/test_features.zip | Bin 0 -> 115685 bytes .../test_features/0003d2eb_S1_00.tif | Bin 0 -> 7361 bytes .../test_features/0003d2eb_S1_01.tif | Bin 0 -> 7353 bytes .../test_features/0003d2eb_S1_02.tif | Bin 0 -> 7371 bytes .../test_features/0003d2eb_S2_00.tif | Bin 0 -> 13169 bytes .../test_features/0003d2eb_S2_01.tif | Bin 0 -> 13185 bytes .../test_features/0003d2eb_S2_02.tif | Bin 0 -> 13167 bytes .../test_features/000aa810_S1_00.tif | Bin 0 -> 7394 bytes .../test_features/000aa810_S1_01.tif | Bin 0 -> 7372 bytes .../test_features/000aa810_S1_02.tif | Bin 0 -> 7383 bytes .../test_features/000aa810_S2_00.tif | Bin 0 -> 13175 bytes .../test_features/000aa810_S2_01.tif | Bin 0 -> 13169 bytes .../test_features/000aa810_S2_02.tif | Bin 0 -> 13170 bytes tests/data/biomassters/train_agbm.zip | Bin 0 -> 10285 bytes .../biomassters/train_agbm/0003d2eb_agbm.tif | Bin 0 -> 5569 bytes .../biomassters/train_agbm/000aa810_agbm.tif | Bin 0 -> 5538 bytes tests/data/biomassters/train_features.zip | Bin 0 -> 115245 bytes .../train_features/0003d2eb_S1_00.tif | Bin 0 -> 7391 bytes .../train_features/0003d2eb_S1_01.tif | Bin 0 -> 7371 bytes .../train_features/0003d2eb_S1_02.tif | Bin 0 -> 7366 bytes .../train_features/0003d2eb_S2_00.tif | Bin 0 -> 13198 bytes .../train_features/0003d2eb_S2_01.tif | Bin 0 -> 13141 bytes .../train_features/0003d2eb_S2_02.tif | Bin 0 -> 13168 bytes .../train_features/000aa810_S1_00.tif | Bin 0 -> 7375 bytes .../train_features/000aa810_S1_01.tif | Bin 0 -> 7369 bytes .../train_features/000aa810_S1_02.tif | Bin 0 -> 7382 bytes .../train_features/000aa810_S2_00.tif | Bin 0 -> 13180 bytes .../train_features/000aa810_S2_01.tif | Bin 0 -> 13191 bytes .../train_features/000aa810_S2_02.tif | Bin 0 -> 13181 bytes tests/datasets/test_biomassters.py | 51 ++++ torchgeo/datasets/__init__.py | 2 + torchgeo/datasets/biomassters.py | 287 ++++++++++++++++++ 36 files changed, 504 insertions(+) create mode 100644 tests/data/biomassters/The_BioMassters_-_features_metadata.csv.csv create mode 100644 tests/data/biomassters/data.py create mode 100644 tests/data/biomassters/test_features.zip create mode 100644 tests/data/biomassters/test_features/0003d2eb_S1_00.tif create mode 100644 tests/data/biomassters/test_features/0003d2eb_S1_01.tif create mode 100644 tests/data/biomassters/test_features/0003d2eb_S1_02.tif create mode 100644 tests/data/biomassters/test_features/0003d2eb_S2_00.tif create mode 100644 tests/data/biomassters/test_features/0003d2eb_S2_01.tif create mode 100644 tests/data/biomassters/test_features/0003d2eb_S2_02.tif create mode 100644 tests/data/biomassters/test_features/000aa810_S1_00.tif create mode 100644 tests/data/biomassters/test_features/000aa810_S1_01.tif create mode 100644 tests/data/biomassters/test_features/000aa810_S1_02.tif create mode 100644 tests/data/biomassters/test_features/000aa810_S2_00.tif create mode 100644 tests/data/biomassters/test_features/000aa810_S2_01.tif create mode 100644 tests/data/biomassters/test_features/000aa810_S2_02.tif create mode 100644 tests/data/biomassters/train_agbm.zip create mode 100644 tests/data/biomassters/train_agbm/0003d2eb_agbm.tif create mode 100644 tests/data/biomassters/train_agbm/000aa810_agbm.tif create mode 100644 tests/data/biomassters/train_features.zip create mode 100644 tests/data/biomassters/train_features/0003d2eb_S1_00.tif create mode 100644 tests/data/biomassters/train_features/0003d2eb_S1_01.tif create mode 100644 tests/data/biomassters/train_features/0003d2eb_S1_02.tif create mode 100644 tests/data/biomassters/train_features/0003d2eb_S2_00.tif create mode 100644 tests/data/biomassters/train_features/0003d2eb_S2_01.tif create mode 100644 tests/data/biomassters/train_features/0003d2eb_S2_02.tif create mode 100644 tests/data/biomassters/train_features/000aa810_S1_00.tif create mode 100644 tests/data/biomassters/train_features/000aa810_S1_01.tif create mode 100644 tests/data/biomassters/train_features/000aa810_S1_02.tif create mode 100644 tests/data/biomassters/train_features/000aa810_S2_00.tif create mode 100644 tests/data/biomassters/train_features/000aa810_S2_01.tif create mode 100644 tests/data/biomassters/train_features/000aa810_S2_02.tif create mode 100644 tests/datasets/test_biomassters.py create mode 100644 torchgeo/datasets/biomassters.py diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index 0f3f8164ebd..5753d529a84 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -174,6 +174,11 @@ BigEarthNet .. autoclass:: BigEarthNet +BioMassters +^^^^^^^^^^^ + +.. autoclass:: BioMassters + Cloud Cover Detection ^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/api/non_geo_datasets.csv b/docs/api/non_geo_datasets.csv index badcc2c286d..db673e0c731 100644 --- a/docs/api/non_geo_datasets.csv +++ b/docs/api/non_geo_datasets.csv @@ -2,6 +2,7 @@ Dataset,Task,Source,# Samples,# Classes,Size (px),Resolution (m),Bands `ADVANCE`_,C,"Google Earth, Freesound","5,075",13,512x512,0.5,RGB `Benin Cashew Plantations`_,S,Airbus Pléiades,70,6,"1,122x1,186",10,MSI `BigEarthNet`_,C,Sentinel-1/2,"590,326",19--43,120x120,10,"SAR, MSI" +`BioMassters`_,R,Sentinel-1/2 and Lidar,,256, 10, "SAR, MSI" `Cloud Cover Detection`_,S,Sentinel-2,"22,728",2,512x512,10,MSI `COWC`_,"C, R","CSUAV AFRL, ISPRS, LINZ, AGRC","388,435",2,256x256,0.15,RGB `Kenya Crop Type`_,S,Sentinel-2,"4,688",7,"3,035x2,016",10,MSI diff --git a/tests/data/biomassters/The_BioMassters_-_features_metadata.csv.csv b/tests/data/biomassters/The_BioMassters_-_features_metadata.csv.csv new file mode 100644 index 00000000000..f7bd35a4e89 --- /dev/null +++ b/tests/data/biomassters/The_BioMassters_-_features_metadata.csv.csv @@ -0,0 +1,21 @@ +filename,chip_id,satellite,split,month,size,cksum,s3path_us,s3path_eu,s3path_as,corresponding_agbm +0003d2eb_S1_00.tif,0003d2eb,S1,train,September,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S1_01.tif,0003d2eb,S1,train,October,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S1_02.tif,0003d2eb,S1,train,November,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S2_00.tif,0003d2eb,S2,train,September,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S2_02.tif,0003d2eb,S2,train,November,0,0,path,path,path,0003d2eb_agbm.tif +000aa810_S1_00.tif,000aa810,S1,train,September,0,0,path,path,path,000aa810_agbm.tif +000aa810_S1_01.tif,000aa810,S1,train,October,0,0,path,path,path,000aa810_agbm.tif +000aa810_S1_02.tif,000aa810,S1,train,November,0,0,path,path,path,000aa810_agbm.tif +000aa810_S2_00.tif,000aa810,S2,train,September,0,0,path,path,path,000aa810_agbm.tif +000aa810_S2_02.tif,000aa810,S2,train,November,0,0,path,path,path,000aa810_agbm.tif +0003d2eb_S1_00.tif,0003d2eb,S1,test,September,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S1_01.tif,0003d2eb,S1,test,October,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S1_02.tif,0003d2eb,S1,test,November,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S2_00.tif,0003d2eb,S2,test,September,0,0,path,path,path,0003d2eb_agbm.tif +0003d2eb_S2_02.tif,0003d2eb,S2,test,November,0,0,path,path,path,0003d2eb_agbm.tif +000aa810_S1_00.tif,000aa810,S1,test,September,0,0,path,path,path,000aa810_agbm.tif +000aa810_S1_01.tif,000aa810,S1,test,October,0,0,path,path,path,000aa810_agbm.tif +000aa810_S1_02.tif,000aa810,S1,test,November,0,0,path,path,path,000aa810_agbm.tif +000aa810_S2_00.tif,000aa810,S2,test,September,0,0,path,path,path,000aa810_agbm.tif +000aa810_S2_02.tif,000aa810,S2,test,November,0,0,path,path,path,000aa810_agbm.tif diff --git a/tests/data/biomassters/data.py b/tests/data/biomassters/data.py new file mode 100644 index 00000000000..648ae9b94f4 --- /dev/null +++ b/tests/data/biomassters/data.py @@ -0,0 +1,137 @@ +#!/usr/bin/env python3 + +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import csv +import hashlib +import os +import shutil + +import numpy as np +import rasterio + +metadata_train = "The_BioMassters_-_features_metadata.csv.csv" + +csv_columns = [ + "filename", + "chip_id", + "satellite", + "split", + "month", + "size", + "cksum", + "s3path_us", + "s3path_eu", + "s3path_as", + "corresponding_agbm", +] + +targets = "train_agbm.zip" + +splits = ["train", "test"] + +sample_ids = ["0003d2eb", "000aa810"] + +months = ["September", "October", "November"] + +satellite = ["S1", "S2"] + +SIZE = 32 + + +def create_tif_file(path: str, num_channels: int, dtype: str) -> None: + """Create S1 or S2 data with num channels. + + Args: + path: path where to save tif + num_channels: number of channels (4 for S1, 11 for S2) + dtype: uint16 for image data and float 32 for target + """ + profile = {} + profile["driver"] = "GTiff" + profile["dtype"] = dtype + profile["count"] = num_channels + profile["crs"] = "epsg:4326" + profile["transform"] = rasterio.transform.from_bounds(0, 0, 1, 1, 1, 1) + profile["height"] = SIZE + profile["width"] = SIZE + profile["compress"] = "lzw" + profile["predictor"] = 2 + + if "float" in profile["dtype"]: + Z = np.random.randn(SIZE, SIZE).astype(profile["dtype"]) + else: + Z = np.random.randint( + np.iinfo(profile["dtype"]).max, size=(SIZE, SIZE), dtype=profile["dtype"] + ) + + with rasterio.open(path, "w", **profile) as src: + for i in range(1, profile["count"] + 1): + src.write(Z, i) + + +# filename,chip_id,satellite,split,month,size,cksum,s3path_us,s3path_eu,s3path_as,corresponding_agbm +if __name__ == "__main__": + csv_rows = [] + for split in splits: + os.makedirs(f"{split}_features", exist_ok=True) + if split == "train": + os.makedirs("train_agbm", exist_ok=True) + for id in sample_ids: + for sat in satellite: + path = id + "_" + str(sat) + for idx, month in enumerate(months): + # S2 data is not present for every month + if sat == "S2" and idx == 1: + continue + file_path = path + "_" + f"{idx:02d}" + ".tif" + + csv_rows.append( + [ + file_path, + id, + sat, + split, + month, + "0", + "0", + "path", + "path", + "path", + id + "_agbm.tif", + ] + ) + + # file path to save + file_path = os.path.join(f"{split}_features", file_path) + + if sat == "S1": + create_tif_file(file_path, num_channels=4, dtype="uint16") + else: + create_tif_file(file_path, num_channels=11, dtype="uint16") + + # create target data one per id + if split == "train": + create_tif_file( + os.path.join(f"{split}_agbm", id + "_agbm.tif"), + num_channels=1, + dtype="float32", + ) + + # write out metadata + + with open(metadata_train, "w") as csv_file: + wr = csv.writer(csv_file) + wr.writerow(csv_columns) + for row in csv_rows: + wr.writerow(row) + + # zip up feature and target folders + zip_dirs = ["train_features", "test_features", "train_agbm"] + for dir in zip_dirs: + shutil.make_archive(dir, "zip", dir) + # Compute checksums + with open(dir + ".zip", "rb") as f: + md5 = hashlib.md5(f.read()).hexdigest() + print(f"{dir}: {md5}") diff --git a/tests/data/biomassters/test_features.zip b/tests/data/biomassters/test_features.zip new file mode 100644 index 0000000000000000000000000000000000000000..381f3c3b6b519b32ae93a2049a4e22e67c5ad33e GIT binary patch literal 115685 zcmV*HKxn^EO9KQH000080JM2LSKYAq$LA~n0Bg7PPG__oyte z)NE>HX=OooR(5NtIV?ZM zk9#e}v((?^{&$xCyDR=Z;URusjlVN0NA|yat^Us0xv~K0-`V@`e60ZV-}jjRcdjdt z{qHrp|IYOVQvdx_FP2{T?;-!cJ~YsO-|6r2k^=zV{=E{40RRYV0RQU&{9hl-$AtC& zyZ`?l|M&Xk*Mb26;H6m#00fKA!I$=r@<4cf0c`1a{@?S1s}b%D`(l!g z5zi)2|Blr2p1w36dk?aSK_-B$zqv$X4GIa#MPO)=0Y-Sag3UHh3eLJ~DIKu;$CY~K zusP|FL#TrBs<`;IM;%ApD;c7uh4P2t7}KKzQxLGrI*-Z^Uo+vR8!j4{DJd7)`&c29 zE`@EXcD_h>8TzW)yT<3Tx8vE;z=V##I-fC{`bOyo5slkplv@`KD#~kP6HEh6Mrc=UqUWVs zT9y0Myp+C@mv!}1Y{&3~^g!V?QhD#E@97@Yv#pK8(3_=#mn4 z%i6_9`(eBK_v!3~m7a|u^q_AhsUgVG8Kj=4vK$JB=UBelQNf~YO>e$$bg1Lh0iNc4 z_nMM8Qo`NljSmjLxtW#CJ$py@p~uEv{p+rH<{XuImuj;{9ZidpIoPxDMVSG!L?(sh33`T0Ot_5j3={=AIn zB!hxLUF(C zNcJqvM1VHpPFYB$OjmqWFtK|ItO>SH$h@ZcVCqe;s;NTN zC(Fmvs(&_bg+jk=dp14n>NarV0`SPo6yn~n!P$Jrb_dF_U6zD%sgLCc6v`nRg586&mlSyPA$$ zM)1p2*z2>N3@uoHngIf-RciFDNLr*Fj7Ocwf)iA1KPRJ4D>_jRv3u<9IY^xr^RMJo@FN$Mr1Noq#bZ zDuMTWd!gGGLq~vsfqZ_y+GA&)>m_P55qA8t*Oz9$%SzD}1^tOWmm$Gdyz(1lN`Fu` zSVq+i&WQrIdwWN4dKSaer;BXy%rfr@#=*bJ{p`G850u6|Ul-GyfF^Dhu3Pt9Yp>RXf_ z5Ba;j0&pO0t==Es`rpWe1B4}Q#wbyMe_{MxHV5Fd{$s$6>crh_DG)h(blATp`D^nK z7~~l_{GcN>7V_?NV5>mFE06>$$6ma) zdT8HzlPysCeLws4VHQ_(pxwR?{314m-RwAK>rnI1^pI|NKyPK2gSisxvQhZW;S-7M z%UDW=>8F6v>hCQq8U87&h&PL;rUC0@g-2+g0};Gwqe3v7?ELu=@k~p2)&;eeG0V)W9u3=HeA^_o6=7RadH@Uu5C`~e)-yFbJD)r8?Cdm zqBklB?4-~c?X6or4f|h6k?HHxGu|`#R^^-%QnFR;Ksw(YBJ!!7dE5T-#~f4o44g3Q@@Oc-K4P5uJRbD*_3NLh@n4A#Npf`s z!#8?TzXg7}1=azh&Hr#F)Z_$d^nG}M_P)uWb=_&VRe_u7xl>lIy{ur(k-OwHpw+I& ztlO5KvH%Fx_pkeZ1Urr{8rLXy9#u|%68LXc!L?axoymbiyT%t=+vn8ALZN*l-)_Nf z&j-Wa!^r1hd#rmGNZKQreP-%b1%K~${eqyqz~8z(^pg}jp4Imd0>cV_1s6>1v3_Wh zPv5_2eQjpXyP=1(7&4}R>m9$(zcm&bR$T>SHH{?E5X0A(iuFb60>0_xC!2}L<( z6`HOBoFGc+P^6fOQtUFRK3%B^Ly(RMf{Fw8S%Y#T zC?5ii3xn20K}CHSiZhJP`ulebt79t)HWT{_;B|%YiDCrh4T@rmD5*x&@emVd70FaU z+-2#BS{a>s83q)=o{{Mj$V_y}>fDo~@kxD8kUIUyxB(>Zmn!)aN`3^TGm45ELou!^ z(Z9>Z&B)a)$ca4VfY;>R5c2Uz`FeSR@Uhw?7F~}=PZAXawu$nJP3Y zCO!ujpNFe2#EFb#8HsqeN_>1ZzMc!Cv|!^e5bA3PleH?86co=~rL;q(UZ6607sF#< z;~%I_J|gP&6PYRUv=Cyyh&VZ-ru$i$OeX1mBk4|(;%7*_DI)a-Sph=ULy!|>Wq6wq z2^dO(5~Tr85gwDJFju*2u1e5a)u5vc7OZA$Sbf-XbpzE2@I}qteocepnki>>$_FUZ zQT=eBdIM8^DpZl}Nod%$b}D9_Ui>=dC1v2tbx%3#rt&oO_7Rx})t(;G)GO6YDAVMP z0XWR{3g_1A)vQmrq6~bGINZ1)p?O0?`vzeJmim38d+)}CM;jaZf?ZHWw~c0J$;H^ zqPiaU7YPunk1^EOH`PzHfC^WU8f^^{?F+!l*II z=zEMYB}rajZ+s-nxRGQ0Jy(&r1MX2|^1awpztohGixg#3UA49%d9*`trEwr8Yd9cuc}Ap ztQ!}szb{fL_fYH^>QN-M2~C|=l%xH^D5}t=i8cll8>Wt$sNCkcuFbTet$_)iX#?}L z-fTeIoMg9|n}h}4u~YQ2Gw`!Z3Q#3mkdi{SB!z8hirONYm8GQGd$R14vh17KSZ27A zVu3?bp~G~sBZaO)&T~9k?byU~oIVSu!m)~%w@%k?GpOIjj3aQZw>=kZo9=QlxCauZ z;f_9WHt2Uw8gSTDiCL#dzqGdv#$G$fdb=zbh5d}jHRa`&69B+OzZL-aPyq;@-p;Q zrJY231$!GZy_3Vdd5WssS|6okA48T;a;7vtNzNYtNog} zaNt_R%!TdEHQQ%u{mCbBRFHpJhkvucf95WLoU5SpAYkTEpkaR?lPnE*5;!0VoEZr+ z{46VsCJlTGHk=Gjo(bmtB2Zp4lpzcw1S3V3$fYBVFw7JsW(%Gvd`b`$?eNyzk)pMu zMF+>tR8=+(X)z6%wG5^3iM+1RW6q&1ZlSZDsx&h0g@4#=V7L)8oOwWnF&h3NK72Mg z!YB>J*+QJ%8)?LeOv#Jny+w$Iqm;{{j4Gp2s)&MH(ne=?rkvZ^QnOQd8pr-;mv{TF zl#X33d=&XE!Mi8Ar8j!^Q4Hm*w5T-Z*lwUv`Pmx~le%gq&~ z%@wnZOIeKH((G~8OCD?PT)Oc^6#om*_*#Z>eMV|?23J9fQJjhG$~5lHOnnF!`~b8* z%Ss){Y8}cFN@Io3_V|qMNgdzQI)Nk~BpA=_ZC%(qx5%cPmLeZvS0LGKX!g7!g2Irg zP~prIvrQ=3j5Y$>ID1exd)_d|#012gM+{o$n$U97>~gtPKw(!N&MVKvFE1@XmR1Eb z3CT|j%WsRy7bYn3i3Pr_g0!rHHa3vI25eHWudQ(3d~qS!hQQA%tf($*;}y=Ig$b_W zDlYGzuPrjEFJkVK5qcC23X0~t4w&47ke%dAo)nw(7pDyrbEilgm4mpEgC?T~)5g%; zF^tLgLuoUI+7=Fp^k9@HC4Pt!7P6#WUR8KsdI($EjxSvx9wuKQ(ujvEwGOxI9$qj& z3)-+O^CJtEM@?x*nJKdDYe$FNjxKnWnfgkLq=}}%$4r^WSYgL_Pu2KG%JIqNrmS*S zCW3NY)-VTSRw2r@HH#_Dl1vlmF-+9HkY_?;dpz^@rBwGl((uv{E5nr6YYW% z3wME>dD(>rRSS=*P5Y}EkJSL5s)t0?3nM2@Kcg61k?r43nNFT!&79)CB61D61PIp* z!A+M1(GC(`VR-3Eyz6+L=n4=(I=x-pDQuJ(cUmXRe!``C)mMavj76ojvY+ z_PX2IAD#g6b?9;bb3X#ln=#KbB2hr*`B(Ahe?9!Xnw!f`;t|rKyzC@Ss|CT!PNLV2 z&=org^Q@iNN%kxFiJhbYeL(Caxau6@vXemNW#273iQmN**JUShDtjh&l9pGvt70d~ zZYM*jVkg1jic7>!VuXTz5Ie~U&d^V>lfXXbu9G-Pl|Hdv>?A42$xUJ>$?j?siJc^e z(-bRllAGuQhs92!rzF}ac9Pt)6@FqT0W$P}aN5oE&0KZc#c9Mf+QG~=v zDzZbwPBMBx>ad~MNgR%BMv9%JWYv7C*hzqc8Ztg&C)o(bd5fKdi51$3orD9c(HA>O zZm)~+Yq68OwLbDv>?E#m*ofFkPG$3dik$@X8Jfjdb`r;FTj-$JNmOuoza>sG@|h@h zl8X5kK_A3U(gz+{ILNI0=yy>e0KCwhT=l8)Z6>BwM&2V{w))Rt-DqBjI@1a_r0L+ z{`q*aLHH9@Bv}_sjvS_IG9VV;b6|B%YHvc-DXsh8Aw!+3zGr?jee!)6 zzMon!yw3UQ4AI(?q@sS!|K-f^A?DCA-a^^yRO0RAH*@*)lc>4havafokcJs6`?r1B zhlP{DRWkXfpPU)}5p=EQ-y*Wf_wkIA?>fHz0`;EV{%fyx@AqHtTm#T2tRseJf0Oop z&^boBF#h8Y>GrfQw&2>2Kkuf2YDvzLxi~udX{vYn8iN#ex;VC5t_uUcCNf{S-S>0U95JYox7qD=f5>mcNK!q9p-6q; z7^4+-x3$~`yeG#oLwjUeP=S#p0OezJ&u{Lj^jI4XVw&l$&Fnvpafxzv+b4DB=->&D z@ZHYsH&wH#@2d0<#=H3Sns(1WL1HeYxU>(ON3bKYIkT)MexsJ3nifdhD~_(ci`J3g zKU^CJnWFtNw9keJp5n#;DfAiJi+OUVJ-6&fqAPSGJMd=|cNe?$?_Zs>NIvVCf7sp3 zi6nrlpEI~x=KjiWn?R!w;(7nLhgpns6n{PJ{o3khuUM|5Gc+_gH0$}+Vz-@k_BFO+ zE=4;}czj8AyQJjg57G_sy42-!*(?02jQnrRrA6iyrGxd}^eTv8F|yX{e2e$>H*(#P zdRGk}xBF}#4HT5{NCRJP`CMNNjt2ae?aUSo`XiWQhJ}ityC%L5h#}E=hZ<=7^)fOW z!p52_8cIB?PBW=TbuHfAul&uUmBZEBE4;^c zfgWVUj?eu4KPjsQuYVAK)vl-AXYEIn8(HRSR{wRZ%V;1y$Q-;lc*7_BYv7HJ6x+{Z zH;oTY2Ko20IxliNjIYiFy&lTw0<@|4-2V}5KAsiJepvG;4Us1`KNI`evoa_M9BYAb**gL)vC~%2z!^CgOUECq`4!0mcXOKph?*-)@ zHv<#|b-mptPw*iDQN`U3`Ovg~)k1D&9ZCS`13Pml9|8(Xr;HpGfg4prA66ep$alR@ z6~@U1TrQhx@q2)e-cj6-DQ|=ZKlCfmgO{4fHCjbI!e28C@5__{E5|+d>oJS47$XLFvr_@W09baM71EC%i4|FB=f%Cn z-x1t%dvD=d7$2nB)w%B$_Sde1@wY5{Sb*Eoq8p`CL5@pKg6zB}KlM290jog!BQ=*M zdvMpIg;vu~s$-$jqQWQFVb)7dB1?@X{IGT$C2F5b>U#kZ7}LK5+Fwexx`N2>bNbgZ zwl?`~`^!$oZ9sKVLyFa-p$sZmY1QTC*|$SWPNHOsb4qm?AI|7W{bs`;$5H-- zKl1J67wNYH|IK3WMlcJ8eg;P^If*R!rftTPtZ#c@x94qeto?h7CVw0EE|4~Q&5Dyq za}3b(5+`BGgMr^xoJ39Z1xA-R2{#GD$ysp{97R=1N8%*HRajo(ij&|tU|BbblaTKs zn4>FBqQ>b4_e-3F;UopPv*IMOl#{BHD^BuQiKDyXBpBdx*?NhS2=61wyH=b8%Dsgv zU2&3q07~tOlMn>TGW`-KVcf)tI4e$q1FTj4zfQ74np(KxByi3{(u$LaX64xHR-8nN z;e>KGUfp22ddhMQ`2$FlvF5Pzng+KuQ=V9!8nMA&eJXIR9&;`86#-bV_G$duspNHf zX*gys(0#9l9!Db~PlKz75Kd|;lxgZ!Y9>?}avP+l&a6*3x4xlfy+~QfUE(AnPetmx z6(>Q862J*7PO=5W(OPj51%3+9UE(ARMJb-$ijyc(ZAci2lkg_gD9$TRqA1vp(w8`i z@I9KUzv3hyij`X9ij#biqTOC`5)~1cctqkP%s~ZV(TbD6d7hXRC*c_(*f}ds0w*5> zG_E*_G?3!A;v`CJJ}GgYCGNDxXZK7Z$8AaY3>ap5_EgdwhqGp+^; zu1UY3lufELAbK){-i)A&9xG5X+`RB^$waqiGM2X!uC&g*S<`(+%j56oAikqVnWaZF z&0}UWnA0HVwas(J*~`$)i!n`N8hQ;dy=KC^4I?qsdooI~K8Eo=$;m$4Iv8)pT=EgWU(^^Z@=8mc{KBA3Ju;!}Mjd|%z1sNtH{bhanTyutTn>^CiE_x%C z7MyRwTyhfbT2%n40GC`~!YWA11d6uG`sVCQ%Ug01;awQuPoZyRVOn)z8&^)`i5$GJ zzpZA;Nyu;HDZxb*9Yt+|qWQZ@B0YKBg9G!AmYjqMkm2?h4~mNCM-G~NMgn##RD3&R zGP&d=JPk#PYY84wVu~nX$tnuZE8#JvETttU5zzsRM~D4153{rmx9iCAcOY2CN7_x7 zoP>N#4)E=0rSs8tx1$T5C}A1_?_ahMxa1^Eu8Ju2*iihjh2(P6G%Qm=ZDDVPDQC$^ zcwgZnS|z@$(zLRYRiy~{45>VGoON!=Nrb*I;I$Ke?I&0rC))W0;YY$yPgQ&Ge@=2w z0r081a=5x(RK4&)mR57Ja{OfbndzBy3k6CO#LV_=y4~69j%S7L71uqb%zVyW_d7Sb zAI$7Izdh=Fdd&IjajMK90wMLnb=HL+Sr;i>7~sampg4jgVbxp)361NF(blF6J$j4ik zO(fvJ2d!ljaqw*Xv1}r(Q}EGc6XEq8KQ1;AgVCLgWfOT0sSulp&UH7jiLCbO30O7} zmuujU%O>K;H|be65#9ZMwqg^>dzd6PkmB8OCoi43Z(k+dTv zR#K971dcv4AU2UhR0lV)iEwCRwh|MO^~)_2n}`B|Iv_TY9NUYp#U=uZ)X|fe$UXc) zBe98?96S3+Y$8Y0`+dYFlIL6DAvO_B7i9!iY$9twIUQmXIrxtoR%{|*KNFzXL>$0A z;CZo$VDd$4#U_$lAg?Jl5jO9Ov&2M<%u$kd#01875w|0pRg;tAb_B+c4jL7=Bk7?k zl6EBem@r@5j${LdXySGx4=}A4BW_3T(LpNWc0^Wj2UgsU?6V&n7Pljy_(77m9l4jO z1y>cfBVe9SOi>KM}VhMXR`X#O(+O(H;C# z+>Y!~Bit6ZBRjLte-pPOC(imgi`$VrodD%`l6Is8Pn(vsBXapS(b;qtX`0(rIB2uP zLe8-g87!LN^zb(hkt`@G7f6B$XakaMCF3 zw^KiRw|uD`ktQG0TJwu{RN#woxnspQ&>0iA^;gU z{rw3prjJY`r~=i0wkAIw8Z!TsG)bVTdb&D}TSnZSJ7vT5keGiHX=F1obN> z!rpCuQDP!*l=99=OhgMj@l;|W-6g9)&m|_JrnCbpF%fx+gR8_uY%(dxFA@`p1;!yI zCIVncDSeTc$W>4-L}DUj5ZP8@BAqxdwK9o`Oyg__5)+XZ#90hVOyq<5ffEuF2`!o^ zmzW5+ehX?`Y$AOrR$H_rCZcQexun(T>#+Z8R_t9i9c(Q9KES*Zlr#l5#7WdfajKIvaZ>E>hL)~3#7(rYiCW~!aiOI zc1y!S?B;L#eEc1JM5;}H|^z9vrOH7OCMy0JU;iQgwHc*!qo{okBEf*dWc0N%>$XI8 zsA}2i%s(}Ab&LwsJlDfNA#;6~OH_yDg=9b=7`VahOQ2)Tj8P4ON|*WaDDZM}{ z0Bun1uG*QF_Lqb)B7_0F)&jjf=nvZg04QptSoIF6Xop4j+o0^i`(F9m?~Jj$vOz6n zC|xBQouegbNAR+4Ig)ln7Hy%NDsD&U4G36@q#ZHO7j~?)BcGcwZzS!=NvP=B-ha_w__wh@Zitjh_6|}gLQ7p>Ih`xx@5UFD&%6M`~XsC2pRVV&YvRb{DX=cLDh|-L{p0Vcscrl zT->5uJpcxDfx5xu>k;ykNHjSVKyF8u64CV(^yC^D4q35ugTka1MpqZZbbvFmF#R;l zq@AL!15Cgt>bffFx+%qbDe<1l(2SMQVamEu%JI<{W}j?*A~rr5ThGD@?}I34oLeC- zz8F_uf(E*)^q1r7EAf-n1jF#pamP~< zh?E905IC>eux?d@=Bg>J)s*`fQOtks2yOM$W@W)nw8FNfc0|ujohgqNK2m?mRG$i4 zs~0IN;L1gN_1*cI{ua`_jPqc~gRgLMo>FMOAsTpm( zc}3wyq{5#i6G?>VaQk31fi6Z#S0AsNsHzG$F5S3#$wV48^@Nu|JUe|4Q~g9s{YI)H z^(jc-e#u0>I~$Vq;LJOQM*~=;~|o^*Z3L7_;=7~3DIa1gocPtXSEE;<)L}>uw z21}12%fw;JMxhjMUODlTRpY4D_i<}VIPv>}b>pJ-G=L~Fl2?RLn-J7#B#i<<(zIwt ziL@pPZF-G@AYbL^2AgRuTLWENW*b`g)Al*dcG_;UfrA{k4eaS^XW(X+B&}@4MDR2dmF5)_xvs!XT`>_DW4o-^iizBX^2b+91jUcU z4oFOdnTe#`STPY5ZZ~E|Vj?^%5_@6AMC8~_fSDB&L7_SRD<-1UAn;G<@;|@M|KsWa z%01}c4>HZYOYI0bR7z4j#fZU&<%66efj-e^ep_F~V z7LTwLudo)sFwuJ1l#uY0u<(|saACI+AU49A6_Jt^(ZYrb*CS>NB3lY0XN#lACs7QU zsAJVpExf4NvjCn2!RYeN+1g!3^}Cp-iHycwF9f@0yP}Qm$&lxv%1>g9`eRZCVz>+v zrFFOR$Zn(2-6>-#Obhvx@3AQ}u`LU+A}AF2Pn-`TE)^NqDz8S~p`411Z^g&Y5fdok z1e#q!xmH4}Zo-^_BGnx+XP!7`nPf~$Vw_arW+lCJOPcdaHui-H^q_OWDaOo{)UXup zZa58-icL;6W~HWPqA39I%bc{-ytLNBG@+9W;5*Bwl9gJ`YUN(%eUVAMkltF8K3AJT zo`$5hX0*0v%yndvy;W$fndOf%Tl+KTo~tl3W#(RI%?}+{|9% zc>;G#8vBQB0%WH_*j%oH$dZFo;+Wt$X{s3h0iwz3>@@Z4HqC6&Qw+B}$JaC`%`&Hr zir69be*jQR0|XQR000O86I(o2u*aqINiYBaaWen_5&!@IFfcG-VK^}`UsEz)FflH4 zX=aVudpOho|M>9@+l-Bkv5jG?Bt;B!K5XPv&gVI9l@MaiYhs^=ltK{l35J`u_2I?Rs9%$6j8qne8vP>+a~d6(9)!0OSAwpf~{d zXTtwk!2dCe{h6iz?4SND@%8hdKMTA*ixv_n0TBPQOa6JHuzp^2kK+HB(d*az{IhWX z<6evPS?tg9_%loW*-?K^c&`86Eq`X29N2&Ewfr+@=fVKsKeNxD`9^{Gf8JyMpSi98 z_Mg{y_-C#!5c|(x^-}c0e-6a|{y_eDSASNNECBHK&z0Z*d3VneQ79ZG|G+_pbGk zU(M8xI_#A*>Z|hIeA4lwN7e4DKlLh}?vpn;Ij}b;`k97j)rartBPj;q2Br#%h4$ek zZ<_uM-CpB-*(C7W&KjRu-zz>oEZxMoj-Wc<39{f6_(@o!f3#wgv^V-dTflc;<+EDH zskh$7pl=P%H7IZ4>-ym~%fj5v%Ib}8`xs%5ZiAPYXkB#GE_;gG6@K+?vdKTa;qE&* z4^KE>7>Jm+$vLPTaN|`}lCq&*dUwm4=*55o?Cd)4*BU^b;*0jsh51!a;)Bo@g9)PrnjR@Zi^YP}x4yM} znTq7j`Sh`h(Vs!b&TSTF@%^?#bBeO3W%KBj!7BOh0LDIkyHl=f9(gy^O$(^Pe6lF{ zfcdp!uQLDTt`i@IUEIrZtaS@2_F*$aD?epp#ZvYyKV#H@TNOi!9Z4 z8=kl@?th@_(xEP6Xzl(}XRiJG4M3QQiA?+6e&gE+^mg*;fXzJ(lggF@(W-WDM_MOG zN(Akv_oa;7ic!8Ze|st?9OF0jQx?dZ4%FP8BL2o+;eoI^1Sc!A5wfv+Ch&&llOhnp zy(hkU%;MP`kdh#gkfG!FVs6v{fjBi97W8sKC2Maa2ILw!vM}1q7%js;x<8hp@;i^e zlq1QPSo-B!`f)ipTuxv5SHXoZD`)<>s&j}L(m44ec&dGhwNE%NO#er%XJ!@B-x9o< z6*IiJI#!sL0v@|Gx$;}>?wqm=<@d_(u{j_U0aGi~Z3VJ-Kv-^@!Js-tOLjUk8{q<_ zxX-BqZew!X_Q_D%%t4)PM{{*ckk)>V&<80NDzX16TDJvB)0yAo$idkAei3j%lZn{7 z$Er3%8M5yH4KkDk!UMlT@% zgcP~w>xtnjrS_Od6eF*b?D{;mkkeyJ+#j0S8&8Pyn3SW$?-uq$%WC%|4=Z^{Sv#1( z346)UKBzcheN6HY)J)^U9OtB55m^#xqj_P+r819; zK2pdbRA_pAx!g1AF1NF?1zK$t9-o4DwWpixSUO#)FGF{t77`x}?Sss2-RIO^qrZ=7 zrABUu=%LnDR9vabQyUf^suQ<%bzp*W7g_B^-OSeyIDaJZ(OhuuxJZNs@AVW|Bj z?l&#$BS6XkZc^!Ue@Dl0lBW1MW3A_pgLXya>0G4jjg@*G={(+SatSrzlOG%E`Y*`p zvN!mwIN`PCehbH1h3yx-`gfW?Ty^``+wNa))2l|EhZ?Vt4qWqo-R|32*$GNK+~8x{ zLyaVF!-&Z>zkEF$@GX&nU^%G0+Bq2%*_nKU{4?#y{vRRV=2>-$umA~iFa4@*LA}rB zhhWA&&54ZC21S={s=EszKclkIXWujGEpvSyQ>@9bq~AZlF@lSjll1xbrT?v<$Y`du z%sHjuk${Nk$>w$p&&g=yNk+^8(A_r5ZI8TLM;PBp-R)>C?IXbV@z?WuZ~EGOl|?i` zw|5NRLLZn6>T}pm4&~qW&7TQ2dnzstxZ7cLeLi?(_+aN!Kgjp-N{HEHMhthW6!Y2Y z*vN9$)B+H^yU3L91ZTzCL3otG0op6?ocoVX-!pcF(gQW~9t;^mFp)C!+ZF{3fHBDC zH}YMeW1-McQ|%oB^6qKS5k|hwL$WzV92QwDY%%G=Okku5(MKD=R*$HV4bpVJs-C4| zH&#b|Z{IYAa=`5|)qZQJ`BiD_A@e6DG1{ST+ADbcEr8)8di%_Ks^ZCD`S-n~Pj7}# z&n7Wc>0GzZPLnn950iVXb2k=G{P<^ffz_u3i;=2Ba+>T4`u#QR0L&ex2AQSLm0TSo z-22oi3zaYY!(1Xd%w<`+`~lOW?)!rrYr6ocsw-D~_ICtbNn|c6-*csY3yQcl-_kBe z|APJ2lW`*ne0PZabYuSLk@^M0?qOvu!=wCy#+Llv*8%qXC5Xqd3wMS`lw+c!`<|(i zfAQZ06vQ2{cnaZSdPdD|Bpw(YzV$F%Ovda3Zo&Ckl18eP7-xCj(~@1Qg7 z0_UaJLj;s`V8M6g`%B5lcQ_|20Qq!hTNnC$U|5Mn-+me6--Hjiqor|fvC7%Mw|oq| zR33LH5Y40A_+;K&6(1bY)0tAG68P;*{GE*6G{9Fm@(<2jaAE(7kt2jRAU*f2=0#e8 z>sNB13i!^I!If6(HJ$9@m$x|wV_ zu|a%j+myvrNAla{F`nOd@Gt3mDOPYnI@zc#b31>j-++*wRXU^U+MVhyWhU-hIU5}I zEcLFrQogbOoaNE}v=GPfdwp^M)hjR4?go9!U;>l`H->+NL`<%>w!`;43O(4HF_j6q zyJWM4Dz0`!_{*q!SxpO5(&spPr=WKw#Qv)o`8mPz?(h$_n8}QONfq)U|7S?SOs3US z2$Oq#)#}E4=GgF$&e*4_R!>&4tR`2pxI#3~X!ZBl((kEN0R9v}&R2hm!Oylf-q6B?Whs5LObp6p2_{2@V@e=mH_ULAq2>Y#@%F zDXqH)92*L*ivaT*WCUo4TPh?r15(FC(odoh1(J1zlGDXdLM#$^0(z_lTE~G-pU2`i zDArw(n!YBjTQ5!DFTq`v?&C>McfxcZ$?}{KeZ6qqet7I4oC5>13S4 z&C0Q}va$2Bb<47X78QOi!X1iWz!CKbDduizA{tqbMG95q@C`6Zfn2G!Ts=`vXn>(v zf*5AG++sWQ!1>W4IY{s;3CWM5YT zUfC*lVXI#4*0`%mY_7aqfwZ4K?)1iENmg_cLRR$Px(Lm!roN6Ed?ZWz{{8Qo4G z%khqEKR&s=LAZTp4#V*S%>2-qS=H4C>e6K72}Io&NZnZlqCQ3*xL@*xnw~yEFJ4`b zT_lE=*Ow>h>znAun*#|$xJDa;cw2);M+3oQFyJW3lS+yYA~n(^`FwfLFvG?O!`Wyf zf`KZl(da~mQ6tM}HdmQo2=Y8)JX>s{Uur`0g0X&>yx^G3UNF_ati~p*=-)8YuQ!Wt zHsd@8v$mPbcbe;Wo5w$uWAB&ud|?qkXwf)qAuy1j(=9#6E#oIG8>bb4ztr>>ts0lD zW>?9C863Wsd=gG>LXziDFhPP?f-+@J#oB;iP1`KZ+-5yMw4Ni`7#NGOcPI^5?J%J1 zNU+_(xvGS(w?%o|8c=N$0;K`fkfuF$388jP5qA8v>!^h5UMV<^j{N}3elE|!;Eih+N z(q$DE$bYcjf4(_@)P|rOlWx8nNa6)1b_TL%!!Ix%3RON8VFPspQP~n`= z>YlLZr6@Q6t_Vn63`#PhC(*)jg6O1IjHJcHWTO;C-kfA|R*DfTB{?sJoev>|q@v4G zjjB?Us}=ZSaHDf+$rsXEYt#78L443b-}Zya9S2*v0LmlDS6%6?-RX-x8TcX$6PZyl zn$arASo{D4;3d%CG8ZSajD%SQjDj{+!BQ?za8=Ft$f2d;LgUgx`V5S&Q8>gYT)J@B__7>b5j}L{ zh;jXql;$IxbQvJ82-8_)++CFN6bD#P#=Iy_87yuaE*8|`c)cZl<0UDRC2i9+G=2#W{SUd9AG75!{f>V`CmsO6N5RTIZP^^mM!^Gpuq!T8_Seh7k z*y^MSwX#5yUc`ImKum7G|0E_DNhY8Z;vP!m?|+D71Y#<)QpODCIon1 ze7K;py|8k*xC(DB&cjw!)l{`}s+P|qnc>LPE2oyPoi?dIO;=Q5)tnyYonG#&HhF~Q zCc#X4YfSoUQU`0;_b`H-GuV%3OvcZoPGIm~RI#)Fq|X1-zWk4X597UJ`$O4jaQ01v z3T;A33C+2Q<*cZjC9n~EjkBk;&)y`ST`>@&!NmQ|&aGISH>I4X8At)21gjWevF0I$Zmi#H z9%3Uv>a2N)wTFYwnupZ+B_3b*kbFn*KJJ=_M4Z~F_+JkRVBv4Cdq_6_P~y6W0Q=r~ ztb0hIg9rG(9)iv1{#^HvoX;lj*FB`5a3HFC-9s7}`ElzWf-V1eb=^bC*))xH4*^u> z!~W|bdKv(@Ku5olv+EwR@en0c+NN*78EKoBy@a;+KxL>qJZJg^YCNCoAv(YC`f`SL zSOH|~Hc+PGv_%Ts>FGV_9ZmH;4Xkga`jpi~`@aGY>pH(moJFCf>}VJLA8BD1Fp!yZD;V)bFYP6oP>AobXes z#b?JQ9AA=kO@!G%Nl_m`_r@foUb@nT6F}#^_?u7gHzj z9Y`L3>5N*DQl2&X#K+~}n5xf*cCabqX=nbq_Vou4csbx;=2ZLCk1=QzoOM^DXJ%E+ zY5<(WygRbEI(AgBoXyw0@gqy^?)=Z++3k1q{`m=HB4mJM_mh@3wkSU zrZkIien&y6$7VZep_AB$^wQ&UE{=|Fide2z&jNkpDSIR%OHqHQmCqR)Bl zE0Lxj-yXh7IFBkR^>B}~dPv%G!RunV$IU=u{-e_u4W3nb`bRiF81hy#_C=DC=PH49e7;hxj)bKUmGna=>99-Uz@2{6ry%X#eVa>0t&h6o!H_YzOR=*$k?0>MK{;Zi{*}>Sy^zw8G=GZXOwh6Htt)^Y)fh{b^^hqkN?vI&g%1rSj&>@h)tG-{YpBv;r&H2+>6Ja``hn~ zu+Rc+w5%#NjoMI>VRmV5fis{~6rW4@QQK^HY0&?Yk8Ho2X>(@%OQl|Fr2D|e2jy+A z{67arcBF4&8v75K$~inZnJL;?EWf-TU>W|4sR#BFjl|Gnax~au^TNxR`LK+5%Kr z_tnC+HZiz%u#@SkSQB|Y@lMC9gMcPE%KiF<;O^lcMiDY%L->Vfqaz0kV!l%(b{4pN z8~xFmI;ApUD#Pm-yA8>j4u;%=^LMM?wki~=>U5^`YiZ|xJ~k6<|2Wl3OGCWx;H+g# zPwJS-=letT%5RT6PqT6!&mg~r2+Rgo#;D&`lk1_pP1}CBMo(sRwJuTuL&ZZ5POUET zmegQMhe~6FckH{CLo_}~$FjHn%IaTHa~;oc_W^)ohJJ*Eeb2aiTi^DP>QAeq!pxBF zW$yGGJnPCr=H1aBSj7%OX|y{8Q4d83;YdP)7%duEs)DR1AcdR2yiE|{HaVfTJdr3* z%T(n4Bi~Pv7uuqT4p4p(9OFP6~oAtt>+zGYkF(MC%OVr@}l;UV?k;~hnSGXmvNRAdIJ99$hAq`cU-`eDv zSGIc8ZjHOPwV@8ence2mzAdg}TLV`OkH>j*X*G0f&Gcxi&%p>6w2zN!Hwd(6K7cqc z{(6WC;h2=(Uk^EpreObi2$EHa`RgH^B6%kKuZIA*oBpSVNHbUedWbA9Snz%ROSDA z2p`IX|Md_6k0$rmL+G1j0eOEtM3S;w@#J3*30L7J|Md_E{Sz|bzaAn`MDefLd!^bZ zWY{+`rMO=u3HI7Xj$GP)hPOkXLD?8_|?J}s}MKcBhoOccI zcFlD<89b8UK82p_bvEdCP8f7%S4xmsE~t+#2IDRX6Our_5^B~pVcxZA*;T+skg;yw zP`5<5TQdU496)%Z-J7xQ^C}($2{{4LqfFbQndmWZAP>|P^EUIGx9}oSyl9(L_-bB* z?q2iW-XuSuKo3F+@gdQD5<`91aX|jOuR@|PDb+VIU6z8AQpoX3%=2q5^y9Ok{4lC_ z6*aMj+RO&iHz3L``8U`4&tD55NUD&B1IjuAnt1{958%uVP|}mY`JNzBe-Q0B9Iz*7 zP!Kf#F_`oPOppO7OofnyA`fA^VL0|QMG(ypN=t&FXfIWg3!}g? z#ZDV$ddUl&;w%{?46PDv=l9OVQ(?(XLzl68hi#%k>IS>CD&e6`R49aVx z=Pm7(lSv-)vJLI}OBU=fe56 z93=&gDVCFllW;z97QcAbU-N95)-YiLa!UVP8tL3klXLtOIcD;Cf5-D_&gXBsLFnP) z{=OG(QZK9oUBnxR^CK>vioST0ad9O9%*m7L#v*j**bVEM$c|vWbruO#t^cyd zB6}{1t+R;4&hXc3EaHAX$$5=MoXWb>)>&lQk+;So=a}Gg;+DmoSIO;T1SMZf9gU+sALq9F*~o^p4o@wn z+sO{LzL=cG%!fals?o_H?7S`6Pu~RPn!j{L`!#KB{Gf(TapLmRu5%P@^ow`p?;GVj$atB_JdOV|s zjZWC4GE7`fR8N}rg1BF;T;nH}t$GI}e=6e!)-n-PJUaisnMl=rha>BmNVcXO;>CI< zVjYS|T+c)(hXA4LnFuS_@4|W}B6jSt_t1JK;^V896k4g2G39MV&4g6>`RLhaa+pdg@{wZH5b1^>fUYmns&YR z%GcMA4tpV#K6PB5Q2Ogi$@oTJC zxLS5@+2uD|{5R7LEGEUcti(2lvJl%r=IV}Yl7G&f3+@r@m z>~>1(u2`PGU3Eh4fU{%&oMbkNebOV}W2cD|f))OuOz*n)&SC1dF8ptanaBRSOro_z zxf-AiE>!G&gef&b)}A5JdlJ)#(&LpZC|wt2iPEX zd$9Wap_DHqs9a9$&c4SgHsN`)XRW=`Oa9$v`=uFs4i%Lst$WG77NmCGEB`o%n2FZ3 z(7b@UUgpu)rfNshz3BDul&5JFkvY_J$>4j9=j&A0hv9p0%~EH*OpD$3lRx6#*T(Or&EsWZ6qn)m)r-z$`Kw2bL3->>uZs|rPoqWbsLE4E?Ryf3!MBCP_h}F=25BQ#+8BC!7fvY#%-sv}j-NWTOE41uTEI9owW2$-iE_%Ye0MMUR2l_2y5ioPbEY=dr!{~r${jaxD z&LHmj*-O#QwO|jv4Bj`6fz#iZ6g<4llE)m8+imV#$RJlLZfI3__l7EB5rwluj6F`# z#f*nWT{ee&imx6#DqNsE!os3u=^slQ?CeD>B8yi<&1AYi#=2^Tx?Qxe-{<#)8n!+3 z_H8rqEytgl93}1x?5=unEJtklis8Q7qo?DUXjrzd$>+dv5sN%ydFh2cUHvBkoYhB$ zDSUB;a}w+d`pH-ISsBXb=8{UED>+FQafdH7J**IAB4BPfV(u4bKh4& zi|p?Rl*#Ek{L-|S8W|LE?SY#U_U5g?ne4VP@yOjQON$_8`V?On3Ui9 z+PY1uAmfUNMMjjP%(BVut*ziOQ6?hBI%BbDIX<-0uY63|>aJJu4;OCdwS?~mq9zr~6&5ghHRs?bHdGo=gto;+tGbH_}?A|G%? zi6ug_?sj_(Q6>WIYm!^eB7Va4R>ixOOW9W#i&!N7PP%!cJ>}^rY%I|+Bm(Hj<85Y)k{CK;o zLX?R>2oqN6zd3WNNBh&+Y5LU#-JG)S}?|?&FJhA!DLUM3(YF zE6ZwpRqe)nX8&%}JjnE~kgk<1tBEZV%%i`prdG4YmVOIV(VTgJ8x#-=2h<_dD5ucV zXkZ;yl!*{Bl{m6u$F#-jh+@+Q2*Co<%}jjSLX?TnQ4qY5M4!9Fv^PlCPn`Zz1`z_* zrHe8VHXliIhaeImx~Y)ZbPym(aXLpbHcym^2o4~~_n~f8(AXMi9UF#!j_kW6RaYy@ zL)~`vmamk21Pn#8_KF(^Im#LQy8d z4n}fE5J(V$2t_bpa1KndUmnR&5M?5QC8{`ifKR7F9=|(3^71K7$nL>Xzy@L4aI(jqA(FnOc9HEkDeIA;2$Ux3q+ZSuoz2d zP-J4Ur8U@k4pw*`$TY_FUlC;@#Cm1=Qz^j@<$j*BuoFjoq{beA5qm|M2xCx%eGf-l zRz-ePC622yCS+MV0sXV0Or(BUjSoZNlkpxkC#fPm1?1COIcnaGUF20RAHY29#K zdqV?p!;FD4-AVennJ5#{qimwxRtD5;dhWhy##>#_56asi+Yqu@kG?rBbTfMe!eVI1 zC2HuUYQ&|ZftMAI=WL0~+tN_DMc@ab)oXfGX~xxPHn63E4cOsmow>G+Pz~Zk zwjJ--*1+2~^8i2xOL;sIv4~#3HtjrsS*!hApgr?(yWSTm7Ea7#N=Hwq6F0BJ-lWRy z)RhP6>O*zoVKB-&wRm}AyaKTiOB5`q@v8JZHTB}P^%`}tENjTDk$$6z{;Y)oK2wb6 zYH-5YpwZo6)(gc?l6(krEil!vS~805pY3#`5j)4I})6CG`Rr@B~mC~+a{{*T#y}} ztpEtII~i@)#IT!70P%mS4ji15FDl<-sypaem^5V1(purogv0Vs9x8h1&UbZMG~0^^Va ziy{`8TXiGgR9IzhWpKAO6%Jzs@q&dPz@Ce8>^Yu>kP0a9ZW{Ptv5s3vN7MU-m z62J)BEoxZ}wV6YmKQGOBpjviC#3H2n0Qwgh3L#*S7ck!$NO~j(TvGAw6|qR-U=U|O zg?l$x;bSmKl!-_S!X*a(n~Ct9q`94cGZ7g1j?BW}OyoO&d*yE?BE|lqsQBMZgicdp zCI8Jt&@>PEmcN;ZDTbc+Hxsd-X@M30n~CseR9>DCu}Di*gy0Q=gWm5`yFcmL{+2o< z%@|_XDq@j^jwpPbBpVu4-V@c*AGI(5U;&^DBO(?t6da(Pk*1p+cqu%vFdt*MNUG7+|i8mB7`tsZBj8JDbuqaVW>>BlFNM45=-xFYR-g0Evj zvU5VK8w`IOP~n@{N)=@ycu6HrOj1R3QY#~AF+q`!kwPC#Ud#|>A~ZG>(4O+DG-a_Y z)u>XMnF;azC(Vc>%0$=+2w>Jhbn`)@_Jhf{(Sik>(f#z~PEjTzxF-(aW%v$fB#&ma z@?n4|@mHTSTgOG22;N+kGM`nkn$-r(T9QyBSF5&3Gne3^OoaYbjvmh%BCwX!vyHc) z31X6dIyuI~oD@@6aWAK z2mrKsJXcc@Qrtu@0040_000sI001yBFf(K_Wny1bGG8z-E_7*TjoN!S(|!E-@r`XZ z%}QmL)8qMQ$v z`nB8Kzwht5zJL5ayWZFPwU5td4*zVP*TcnS6#xnV08jt`P!Rz9Gm-u*;QyEv{>&c98e|C#sZr~)8=X1_o4<$T3|f5yB&b6vjbzpv5tXRgmz`1iMZ zB75OKhx-5eFhl|X=s(LJ0RX)EbEOg*0MK3m_+Jm;|N2-w#vK0N{r~s)zt=CmmJ$E} zlFbSLAV_`=D%(G(1EKZ#O0vKCzt0aWhe7M|WnWkMcLxCW#UvjloKB?w8R=(z0vP_z z-XtsYOaM<|lZn9!H8?m2vtb1^*aC;hU%wGxx!%hdTjccCJ)ix=hFG$3JId@r{3HEC zF7Lgn*k`U?t-QAbO*=G@k{s;5(!1*2*UYv6-g$FttVV$|Q1!6+-{EVj-Od|rib${a ztMR|!=RT6{o7fRj=RdOH6#doRh{nJejruEDgRyNvU;Xia)pISbzKYYlIxw~C;trNc zfQ~*w^`5R-z11~8OI%3=QoG&g>=xsSdsJrZ@mHy|lMf<8^gsBOyPbI)HSH=ieI0c9 z>8=z!wSAvb%gdPAplXTgCa>3HTpfE&%;~ioCuqSZBGw)++gWIBXJ6@G^HgJbaL1*O zaUDZrwBTJ1#LAwJlj#95fOCyQqjMR*7>;EZzRdpEy@%N70ay4L^&`XQZ(j@ z1dBZ)H^gH4a`d1#OOG3Q<4@ z|LGX*ZsfJ(RNUG18N}{~s(f;lB58WL3(B@)MNf9$rP!W{BB9|wUNu*&O1y428{Iwl z@|qp&ob4^jJ#V8Pv*T~ZVyJHA!9y1Jfpx2V?bP$B&Mhe79iVhh6|}KBPFH z;@J1t4e3klgpsx-#n?FX7ha}4~9M}HiUwto#e-?9yb@0z~$ z?bxfI8$rOeisG^0wXj<`g7X=j3CF_-T@%3Joi>S?mksYuyu33)KX&b--Tf(@-|J(G zJ4-e{ni|^TIdFKT6#g`YuqXW4Ob$g`EoI?B!q9BUCo5IZ38h@g+zDb43Vr%y`TP0M zxT=o_!#&c5(@&hN{rm$c3Elo<_qXQ97&bf1a&Fh~)p1K;4?wO(h1VQ;8`Ve}X4iw^{z1PGY#t1M3i~17OO?Ij= z+U%6r0KSUo1oCEp3ruQm2$H&n-@Fr|!p>Qn=V*k>pNob|n`rs!BMt?^FvKa4!#+>Q zGUf3jz-6{B1;{me>-(TMrzVg6o*PyF4u~wI#2Pz2YuCI*KLIP-Z@R&%7q^Y> zsv$*DyPgf=-zFzO`69#ajiZEZw^K_Pu8DbCKZtLq_@yXSle{uT^6B;YWnTIlpz60V zD>BOtqTF3vJOt2Oog?L5JKSB`Z4J7hy@yN>cy4047TsSe^i~)1 zE;GvbeN($G$(*{mCu{8v(2XOE^FAtrg_IBGJymF}<}1quv{Ks!`V9K3p3- zhK`MK>$^{-H%X3r=Owz+?tyuwPpZu>aoh(7ZMy14QQrTgZ=sFaMTib!`Mp2j-NQlQyAA^h>4xk`A*Hhe0CfFN={pxUm%~x94Pbh zY(nN#8=Ubud)Vtr@QT|8AJ3ZKuksFza_hD_1e*GM!uv|rmYsl=s(V9)j{^%lKT};$ zQmFOgf2zHA=5G0$@mO{5l?%R~o0%7|yRe092mcG;u#3KV4Y08z>Z|RdYO$A^{rY&2 z&ffS-zFk-Rtw+{4seijn{o3LGd_Jt33n2O_-wd#Uvv<+I6BO(_pS{3s8{w28CC>;7HeRqE;}-#X@RXntJ?>p!4KKMW8BC@HXP zRYAOfn_{cAVAe}qc9;4Ub*s(FY+K{pcoAP&r~;S1q~(vzkfH0iq^+)Q1qmBgb}|4~ zAf2GX@f1pz);&_5I=i^O%d$J*qpl(_Z~6Ey#vL4jyxmimBG%v7!(6Gq{n~LDKr8Pb z+7`p`;F^ltCQeGY=r!TjIx3R@R!D_&ln=o@Rg)G`*yXP7AMOnuOUjG8zb-ix`tnQl zWJ}ru+{lLFarDV1$ezAHrFGEKOTc9Nf`09_PLX}e@NSFJhk?$UqU?-l{Ac}-tmE9G zhG^%y_EoDsFZ9}J=T^g^@6aMy`hFf_UYJg)AK(|UzPQEIa=KcduG_`^(wlWT1#;t= zyR)rZ^KEd%0X523B={S#e6#uZb5=N| zTeL@w{nv1Z^SSBJb5G#NDW!!y^)tE;1~WYD(YI6EWr1pNrx;3mAZlIJV9eVI)HRyT@ZLI1Y*L5u)iZn zuOWR2kTH&u2^TKaP_EkpHQ__!bD@I2l^Av~^$M6t6)gTZS_}c#{iPg#M!Bv=SrUkp zu2u19SBdXXsS}~34e+{d)w&+lv0gaoxh8uvymSa&Cxwr_!wAwf`o5@*jUr6O5$s)f zsS2VWh!_W}Q=sZXI=UZ$q#%(ASftPvBz%EF>Y*rxs01T|&_j)4hEAZO>uG4o8zLEp z@pQo?xMAu&ki2xfr$4ryi5(Bo(6?3)rfQV^`RJCQF`ld;-KJTVrCHC{9M91pozn0u z)EY0wQOa=a?La;g*Du74pV6kA$MRRf#xLV3_4tHlyx;_pSFVHX)S>j~B;13M4uB|+ z2nhp(`ayzZovIL~>p85OFsfTWrp~w4O_(Lt&lATNNaPPVvY2!bPHI4sCNMfcRlF&l zJV97yN?yip&}2_9dq`O}L0xWYMWp|OdFZghl(8bwX@$^L9f;FI`RbW6^%8@TydrI{ zZTgAf`VCR~($io;$x5%Zm5Es^8+cGj1EL|{prOEEqS%o19SH0-JXmemAT*pfts~M0 zPh40vQM=l-el;r;0(4ycP`rAg)5!D=hI|Us@W9x#-#Br=Shxw!Laaf(Ut>DFCUFEH zHPH2%T$?z(wqbs)^c{u)H}Qs z@Cd%##%$8g+>Bw)Zd2x2nm_V1pY)}g1t_vT;OH<5Gqy!ixP_okja_Al=2)7gSte!T z_@6M3vaOPGtr`ogq^@|ga#~Uat+9$Wc}PL(Z|z-Uom6YxSchfvlpnR)G`8DJcG!|G zDwE@E%X@7b`)wy5Ye+w%lU~?O4%wSY?b#MsdWZd^ar?<>2eUa9alFptZ@M{ROFbUGB`)Wmk0+OEd_rR)>EVJgPiJi(cDT1)8S{Fv`NmAlb=ABMM2ajL|{yv!xJ z!bM;YAY(US&TKNT*_3<{Nx!Y|xN&oG^X8`Z%@QL7Y1-AN$2GavwW$xm_(!wpsaw;a z+tiRdIh`o!a6dHa-Zbt$HKih2p=kbN%hZAg73je-RbMR>yU#2f7#J8EHC_Jm;8{yX+ zaQ~232ffz;rQ_TE=9Fh!QvEfRH(TCXjj_B;KxAaXE-u zAH-=65?Cn!lY+6G!PK5$&OJ?Xq|(5n5Y9kI^I(W16Cte+^&Jl7jD|Lk;Q<@))3agC z^I_8qEb?_2(2jK&&T2ujW-w^+D)kgRdxo&pg1nUtA@HKNKA~)#p>DIVf(R~Zw>WIK zU~Eru+AjQCSNb4a!#CW58J-fXBW;6gY}=6%zM~~-honytxH-ZvEg~f=qJ@VM#%lZJ zN46A1&J;(HPZNdbq7GL_wFskTPHVH4VOuWjoT-hrsE=j`YDrc{KM_aIbnddaqagTz zNqG=s(I1mC5F^~6%!9{jypOdQj!hW>h(Qp)$+(p1xR&`i$#x>3Al@Gqp9+s}RfqDg za9JWcbjN=vOyYZbuR zQ~23)>8&;Cv$YxI>lo5NMrB7vt2kr!Hk>XXKE0bc+nZ(CpT+(OC)s2@m1fPp-);Fx zQ4pZ+|80-u_@311Jwgzgw3?>{=2^jbTvY`@B)|&I=VJM7IKD(dS^8jafZ<-Q@!mEQ z9jOIo&N91=mOW>eLw1LX+jEY%<+OR`%=zvhap77)xpN_TR_r{sAM8kU-ds$+RYE@N zh%)12{xg35T<$)reY)&)<$#g`tFi)aMS&$+un*H31SoU|MRbwHyxv;Ih zP>Rx)DisCv6mfft+WM7A@!+Vr2kAMXJB}W!Y+JPnW zATUcuJ58l@9$rR6ma)&`NyxH6a@oAzL7D*&P^^!m9Gs_?(`W~!@sM_hLo~*rG^ay? zonRKN0_R&nV^*XEEAl@<)3zN>3qRZ*by$+8A(*dZrd6h8RkrgGydwB~{*m^ABlE>o zq*v;K$*QXAs&--3{AmRF6dZTq=zQ%lTKzFrADD6G*r52>eCKi69c}t!%>09DT7Pxg zK()|ag>7>J_x=QJ_(a+WTKEjwK6x^2`egh3Ny&a7&sPu#6QsihSJc6buUKtO;T4?l zJK+@B1ILRwb=3IO70Rja<`B^Vr9hj%zT2I)W}Idv1K2B1KleQS-S>=j0E!h0dmeVy znte7s{OlE$iXiTsHs_pm+PU;hG&$tFcJ6uWg7fJ`SP=%SU0#!3QFEoLM&h9$Ap9Lz z^LKjf-&g8@Hx+pLyt>6u0t_gOTnr_Ccg&3zL&-)D@nLx=Sv4@f7)rK{8<;PKlE;w= z#`hOPNsxX9X^Wv`P0$_J#Zcn0e|yVfC~*l-X$+}-7CjT#Z}mI6^+jwd zzJBgb%ymiJT(BrYvS=$_kh(JjL6s@?UcsqL>bEN<(rU0Krm zehR92`eaz^;J4XK7riqjk4C3|X8qobRm?+i^qz{ zu$vy|FA+|t-=?bGDt&3oRZCEHLf$Sj_>chLDp-E!q060B#Dm+b_5VR-p56^}vc0hSpNIGAjSqdKe_QK{`q^o6 zFS~up%XQMVpW5pkwb2TL&UtTjzx?=!2U5Xx((Zxx$h<>=o@Xt?;}8M9t{+l=$)-O! z2It)Wc;DC6xT!P7n;v00%p)ok&e&{uGyrFK?$7tcdi!GSe0>ITJak#U)5UD&6WrR^*m~rI@&31fs>i$Ea=+3_-VVaPJ1gPz-44FT+570=*uR1*-wz&O zSLI8`3ywwLu5*rm%p)ffK7Lo@3qJ)Kq+k$7H&mP+J{o%59<<`uUp1ctFV$Qq|B!&F zjXwIS7-~BG>sAK4tt6yK-AMYsMTHkyl9{(FG z8q4e7NgeyS1=%?s9QkAo?`6K;or&WojT8wv2(#YF;BT}Cr7My7{mIotw};aZ+*un= zRvh!`^w7SMrnA-o)^D0eg0R8aQJ&@ z&FA=ozq*@8ew=uHZ8PuY$y?(;!`Ajp?hhaTGM#lYY-r|}()m@O-Fq$%|M>O#j=HP% zjgLQnvlM^x9DO#xpQ!*P<}kjxQEVaai=rS0vDagRvXX}g!@7pcR*!`<`cA2Wf=M|Z zd8l<(uFFK+_*|1q*mcjCDz|trNZmi$j#e>nwuq{;?E~S~vowTsia{hFvRc2f7`b)5 za{)u-$KxJDze)Dok91Yc8?VHky6s=+xnqrL{T+i-KiNgd1C$M(>#6H?B8xrGT5M>0 zN$MOcIzYKka}F3L+-7CyjDNOwZd)L32Yggjv}fF5!pQH;3vg1X>c$?z^6fb#2k9&Y zc+G0PcTH90s9iA#5_;ts(8)tyd0v3BE~7KHH5I5!zMJ~Dqa1hD9ro%9+)Uercf512 z()4S{=E1bJT`aK@T6wE0t(dZdZlxkZh2I;jGW(F+56FJz-Rn|I-EsTrv31AQ;5}C@ zKTJuFql;qUBo*4Z^&hLf&!zx8cB@2Wj-No^Put=V2*}NxJL&yl_m=jbt8d2_3Cz{_ z9)U2%ZB{&?X;q%b6@p_VZxku|^M7)nq0^^k9PsTsbI*V5oTI?R(+q)4Zu(}IVXEO7 z%*ECFr30I5a@U^q={l+=JcTywpq;~ft@iFavhsE>{k$*al#g|hKHVg$hPvjA&+{tp zTN`)c2R8lfYhCNRQ}hb=#;4>QOxyh~88 zIJ5IU^Qv7$41fq_c=bOIa)}zH)+q0t^9j5g5*?F!xn-Tey(lO;X0*AzRbyl;pS>;a z68J`&Kje)H@}^Omkyd_n7&nJ8bW*-oR_@rCp}(csY2i^T9tR2A8u9|%0>x3eP{C@!6NV*P*_9THXBU5Zn=@+CC7BkOVsAOyspWRHXt z$U+H%HwWI;TiuwF_ux6*z!+G4p?Rid@CAOCYOx2kwH5MO7D|8uE5lU#;UWBGPHg`s zO82j^S3%wBadsmPx6Z4+w)vJ7H#C1k#EQiRtL%-phl{!NzmbkVa>ribWTAv89$TN_ zZrsW3)_l8;q?M;;(>*s!ey3Ap0vGr8v^%eqg%UNkss?Qj<%7d~>a)q$s~@HF8VK2sYNkVLWT8ZtcRX_Xe#g@crLYml z^$JC?cL#r1MvW3KZd2?-zqpzoCkrKj(zA*`Zlrx9eCtT<(08`}vz*UOGep~=B|%>n zQtM}Q@2v+*R*!acx5`2Z(DMU%;kS5>h>&J_ssZ*!+?fws`62VhaWu%p@4Lg6;jFNl z>6>*zeDM zJ$CPRAK>>G7+?Zb75$B>LjX;XvQQ#i1!2u9sOu@17%IdYAy}sPJ~PF5sw|X9uYn}x zAP*N%yc?*_14dp0DD?-|F=e5I1Vxc-Af+*ox&+8rvZBBQ)R&<&mL&@%ELVW=H?*$| zI#vNQIYN|lA>vOen+Rp0L@+~S7pSN=tC+N_#9!0mV=$$+RO35kp+ve7FU^8`48r4w z;B^vB@dVc7qgvgtER>MF)L7Ms(gj345HSvdiFJwfD(d5KStwzD*P-7+_LGt0dMJv4 zDj9?AUyG(tWT8YD{M(cMyKFsJ9E2%z!_<3X#(l8D0Qh*2ER;~#8mw1%M!!aXg2p&U zlfoqcH>oD<(W3CR5^}W!T?k1b4q1VtRN)eiLj~HH@xQba&S=-yXiMF(d@A0v9iPyF zuNR>i&y_v9b?SR`#(N2*(`ZH&p=^jyFC~n>!|~_{&o8>;qeRL$ku^nNln@^Ri4$Ow zDO5|+LhwS6O_Ah8ELr%N$Sz-o(pzR~xGd2KM^0BTHCvuYUEV-jE?K56T)x7~WksUf ziUto9X&)-lU$23wHxZ&w*2f8=^$*7AHzep!Btryei4QYYPGlLF@(tKO)x^;T56cWD zDhy4JXb55f6DL=h3RfkbSyjtY1B9?tk!57S2!(@CnCnH54{Pe41!LP?U7xv&pNDxso%sb)-SQZQ7ShemIcg_6c73#kc6 z9AfF6W|@>_*~r6+Nsy#`Styw-rjd4Nh#P6;)wD(-ZSpjpyd7b7!FsaR#;o3kHGvQ^ zZ61kjCOd7-?qGS5;Km1bX8m?a19pNy6#bk%`n|o`uzk{qGW&0=_oPG8v_s>(gVYBL zjG+6#=*e(;lez}GNCl(GXu>h32qs6WF*c4yzyq z54pm9wm6x4IF}WMf3pOSfX-d?H zQ{}Qy(p2Rl{e|ZFZt|(wlw7;1sSZqkgU7VWLdjHzE4dCp&UZc3>)O=sI`vqKbsdU% zAqyquQg;@QC|v3Oc-(zzdW-oSigg-&=(jACaKIiyD;)i@Cl>2T#d&gcl%*&ncDXE+ zG#h%o+lmF#yg5|wW}3Iu1ImZ__`3LT+8Uw_|brtfr!AGt{dnC4dzpVIct@Sn~Kpz;IQr!`4>0Rv?L(-lnW5e3FxHR{PgsxXjqCQ$GOE-neeHV0AL zgE-f;q=C?iTfv;p;O3rS$v%{@BE)wvgfkSWpulZm6$@c4 zz_1yR2KgCALxnX1XImiIY`PkIE&BXk7-%E&4RKmg}P0+Nl99>UBhX+ zh0FF7S8e_poQ8LJif?!eGhABcm=f-25eZ=}-|-}2#|$UJf~!C_fz9lRwBSdk^ebb?<8F*)`J} zLjpkso-v1qVp^mzGw;B_4S2sVu`{D_7UOa3CRIRr+*4rOEI8g03L~x4NJS)AA`?=v z3Bnx^iBqDcUZSO8VyY2{!NpseC8bi6T4_nr23=llvcF4ms#|iahq8DRMAM(s%H+(3 zq>xx>ws%TpOiF7)%4{;0Y@}(Kkvf~jwd8Zzi3s*x?$a{vY(<*o5gmbra^=Z%OJREI znRLN<{DI9Gmh~B_%^9tAK;ZIB&CX2Ap3KyHC~_bq^-)&pKvwHumShJ?9KG9rcz5dP z?$$94!Dnpi?4H*7J+liuav+>E%sT?-wIO+P7&U$%@(7+kN7!pc-pkfPO3v(kM%g<@ z&9<^qrYob4IOJF{a=1=8LIVV=Dp$)l*NU0T4TkY7G`ZXIxZ!ziQF+o7D0?tJAT6Jp zmEXoA@VBdR^Y^tC?3*htAbkL^-xeIHE@%@L%$?RH|D(*kuz#+$(5k+Wbr!;}DSRd_ zoa-#Ix}(jz2R`zk*s8ynJ5VeLP!LZa(0YHsYWM(mgh(HOawki;(5C6YXlw6~NA zD@}u!wyW!OW|W2RDHG)BR1pu-$OqH(4hrw!qzUCXStuz_v(*I7DO5SiLP@*JA&G%5 zxv_%DtVj!~XlLO`_tlvZvQRP~Q%MFXNRgFQS(WYl%K025a6gn*C<`UDvMSbIh`_CC zP*^p8<|yqvNIV9jU6zHCwB}=ibvjc1aa`wdTF>#cds@IbAnuVYl(Y|4OVpJZb|;v_ zC(=eww2z_15MAc1ER@VI2*~f01?7UHaKRO%;5!CJ{th{cmxU5*@+np%mK=2IIpx%M z>R;AYSiy1B6$e=;Nq0IeTt$?GpV9U`W6eC19t@%DfWB}0HY(_=Bm(X0k|z;YF<{qX5}`jD>sm}Al!A%^c@k0I zd0lQtGI#3A?TD?y1$h$j)5@0H5r~iA`C<}boZaw#F^RZ!+B{rLBCW!A#fwQqsO9G= zwdKdWJjWb?~~R%+mXE@FOG}c zjyy)`n9A)){6Wb@xgFX2S3#lNjzA3JP2Csm$elYBl_fi}_9R(PZbx$V)-=oQNM3)u z(ZfYM@~OeOh$^=uCWpfpdnj@{0urU`N6GETk>um)ayyc+k7X~nBfPgv zyCpj^_S_^!Zbw8~xj}L}g4K9qDYqm0#QYMu9f4Ra3!GTABRxAU@h|0eBn~V+DYqke z;U>*;JF>Tb%5Fw(M`nn7b>(&hssjEfwBpY+dcVYsrq-tQVn{?1-qeK-+W4jyzP^X1!!ba3WENv)qoX z`(&NZU9uxK{IcRDJEF?Irm}s>js(&`|Je~z=lS3zJ91O972B|6M`{&G-@1`X?f`XKWEZGqSX`aQWB|FlB6?ZJz5x98Hcgc?2tl4vpzO(w#^Rz8@ z=lqnZ%BOs+i#>PJJu%y2&pdu!<^7rCiDzZ1`fjTA-P!4XfzDC@?Y}BZA{VhmE0kD@ z%nMEtwZ3Ot0P5Pr)maIbu=m^jJ?3Ef)m&K;@xSuZRzx4EvrrQU1i{$dtRl>lRb2sB z3EOt@&g!xb_Y4LZhL1E?f&QAa9K3565d%Ki#JCo)FJrSTi8O0mbj+b-N7v?FZt?4S zu8JOxxgGwm9U;;aQKJjuHcd5Yu*YHB^`m#%{q;WtUp>B(&POjMk=kU(w%tof}!6@x_rV5n8JutZRhq zcpeu|&xc8a4Rgm@a3InOtn{8;egcGen|{$*?dRr#aSOvvt&6Gq#m>1{<5n4=8+85_RXupZEGtMMd3R1 zwZ`vXwpUKfuz_r!tsh)_tCBWE^g3c7N-tj=n@mZ#kGp4|*H>QM*p>Q#`OzL!wu;*L zi{Gb>U_^Rev{-+AUw`1r4Uru>dN;Y|53RSjM1>fh5etTaN2A@NI_%DI0IGnSA3Z;Z zxYSHr)Mzdftoqy=a)Fa~`3b|vU8y&^cDkkgsrHCHM51`P1#;tAkkVFw`X^9|ea|3% zZTPOfWq>@3KA9bfvAamg7Jy&a#Kpu6wYQ24&guLpOpLYbZBM0tB(N+wUxx;-&Zdk5 zg-xV5x6zK&uG!ZN0H@IHhs=&hbW{V?cxB=?XC-Oy$~+L?l{B{p`9^0;L4qelMIlv7 zW=9gP+oJh`Pw#9?$`V6edb;V`6f-XzPP`s+H;so^lwPfx42|lYZ>7OS1__h*vmT@? zIec;~q8Gm^l-ZGCf>G@Ldf=lg`CC4RIR6a=W~!#&V16OQ)pGi_>gBIw$?Qmq{XH6( zzIN2^a&yY7!53n#vkKwvl~nuDp$t&~_-#qY?5p|LKW6zlTUE*2EpTb3bN)C3>a_10 zUS>xobX}cQB$W5px+^C`BklwFhb@2p7EbAw^rw4Xx6X2?nby5Lkp9{OaZ9sqCbau` zhQlr`K1qAl{@YN->$Gp8K26wfl{c9V#pAo_TXdFHzW@2UYVucVKSm&-ENrQr-rfE5 z2cyUqzUS)fuUY9&Vo~&g@~4Y-@}MAYoTMs zFq1M^d=UF{NW#?C04oQJX30QxSgnAEGpH>(I#0i*?0^-fij9@Y4J2oY3e>=8VE z0A4o;ms}_E`qey!)#69h>c-%JF;L$uqHZ2BwxCXOMY752WpMR+r204p1-Pb(#3RQE zC<+G;B^0dpY;>SC5C}JJR;O4eu}T)C{laM^_Ma`JhU2)z8D-SP&; z@`?2Tx}TEQ<`oledZwOwtYipXsP~YqHxaIH8mSC~fKB68nkKAFGj*h3}})BHW6ZgWF`fT zrI_I;Njg}*J_^0uG)d32(a=;%f|1kAylG}hc4m!qO}+?#b~bNxF`sm!k^qW4GirGV zwUJGo+^$H*Aj+dHCSxqk5-eGBU~;zQBfjNiu9ew7Ez&EM$r74bnaqv|uB$N`tBy6F1wJkJ>km z+fPp6|GYVs|8SUGkl7KI0hYao{uoK0!ZOUYG$rQ=KE!qAWSJciKGr7V9Whi#bDCqa zEmDxEcF1vkvXjh?NIro?XeS@0Q*ww?6AMV1(`ky>&=e)JBjkVJe1h|#EaxV^^Hk1l zp*>-$aN|_5%#N_nD`1YfOjU0(7j9yaFuLZ-IGV)j5>(<=Elu-V{(PRLH(w6~Ed7A?w2k+)oe!1a!@i_Ow)7eB^qKbcr3Ro` z9xzUrAC>LL3HK8m1~P{Hu^fMDnm;F#Aj(8=vI97|0nG&gk{PA56--VAv$={neF({a z8t7XS$f*r%t|LTT4vJ_D5;Q6J-Uz0OWl2P^fIyD`E8d23-pi7R zBtU^P8OE9Z*N#j9NEs|Y7%K(NYEf4b1`-ZyvRiO6J3@X26z6X}Y`nFFvUSE>i+x@F ziOsedJDD9}t11W)+n;!DpYaX12vC>m;#0zQSg>VwMA)JxphakKA}rD(QZg0!B3w(h zEQz!fL`sip2%@6=s-jY=qgn(I-Wz<%Iav~!sf{MLXfVLhhdZKM#L+Xi)#(k}_ zPqB@V^O4Vu73eHwV2yl3Sm5fSXQRBR;A5Wr<1m70@~9n zYtvin(`TDhc$5)0sq;NLnPAw0Z>Z=1QY-O00;oIc|2D~t%tP08vp>o z8~^|k0000mFfcP@GG$_4Q!!sKFfMdyW{p;RI8@!+-h0l>`Dn(RQ6!a9QBE@`L^Tc} z#B3CmL@FvV;~XlaLaN#6?c5us($NemMMV^%>`CXmrBXVmKJWW`uj~7L|9#K8?seb$ z+3UIYUh7)d-pj|w5+DEozyJUc4S*9$G6C?vG-^U)Ciuk!(EsMK6Ttne{{|hz{KM4~ z9sA$>-!+{7@-g~%%p^Vl2>z?qCyUuf>BH>GTLgATU^SxVz6k819RFNk%qt$Gk@fo_hlE-4 zUNQn#U6}7y+FPEce!cX|xM8#SG@?u=HI5K$ab+E5BwxJwAtrXe zs`E779oJwM)s%EB!;nd9vG+4}U*|;Kdfh@#_smwEndAAv`;{-bE;eFTK0ZB$x9?d; z7vBr*t=Zs}{JIwn1YmMNDl$-HnyviWHpwU3;ym@%#{$>Q*tLgFviIZ_pPg1^u7+m# zVO7&J{8FZTh3H+L-CjZ{z26~s=;F@V3-i1Qz6(FyvdS>{^laR`TDBN1SI=89=HZX; zl`#C*#d{}#^|@xa9dWr+efMLgFc$>oc(=&9J{zEXRqRQA0B4d*;NtRUr5+){SOUT2 z;rgRrywo$VuaDUMY|G}TvLlbPp#!mw4`P;}{Uhv`Y>4l$E8UQLXl~YxT_;vmd3|+Q z9j@xzZqPqQn7p1dHmN7&C%!v(EboPPEz44? zSj)Z@C`|YB4kx6EpNmrVmB-OM4#b0m0mZ9LQ`}vtVe`segeK?r9w}^|eeBrEJWVhE z&G**CIq0w#SI8Wb^UZaI&DO8au0|h>u2`M-L3be$4;HU~xA|BPqeY|Je05FktCHz! z#t99SLT7W5MYb-Ec|A9K>)e}bvGf76wdqGo7(2#q+PkS$22^;OI|p zT=K4~aS_4g<_BW>_D6ra*`JE%rbmu#dA(^yp({SeB1@N9G?e?)g86)-%KN;yI(B1{yrT~vz?iqY0)h=9`x#7MR|Upe{45YaOYb_wvB?E@w?R? zP5=FJ+_dSdgUXu3-vPye8rfL`;2Kuj5jkV-I$D-{11IO`RBV&tDrICP1)pRw2^p6% zo|;kIz5Vd0q-VL-C)ZL(wh&>JtC2c@*Q_||;306#mlrSE*1MT{<5e=9ZfHVKKXiNQ z>?78jDO*~rt!37;3T^!O7+{EfP@8P%UN!A{ryojQuPm1JM&!r0@tSKd5&e(P!fKYA z#iS=Qq!mOj?_q2XA#aDxum=V?B|ZcMqfN`?t^TcU+uFC5qJlQJ-V(TIH7m<({brKX zgOd(v-*d8OEx6TL#gv(8%4IZ5gW0}QS}LaVY>x+%N`Hx;r`J)R(o)-e5}dT5=smW> z;5KB{jKjc8tnNG1t{BJ2{8}qzW}!Jgd+nMer}!!JSCVU$*uz))P)$Lb7u>qyl3Nm1 zZC5-EQ%j$HL`E>G$yE_U7gLR4MV%;CUqpaJj7U-1i=%6?IK~1~El%I0GN@f%^znGXi5_4>(mCcUMKLU@d?z1$L zk3CQ@OjLJ5Psn2B28NeIT2%dfcHtSay1?PB%L@L`S7Pw(0c>7_?$4R+%DfJ6=?N`B z%(A`O)5)EZ|5H`#F+L5oiU{ef&!K}YZ-5$S^6-{Y9P%}DiLaGgPRE9`vl5)J^rdm9 zP;GeK!OlmDyQIHdj^Uy$Qo`CIW>+q)Tc)y>hx;Z-@ZC7SsOXyb|iU}$xaN}v&F~A-7 z`AH|rR(^ftnhXise);W|o1vbBu{XakNzvRjzd(|tU@_uHvTQD)=^U*H0KF!=R@I3E zGY#~LYi8LLZnHdRH8H{||CaY=T164VP_=q%oop7Xd5HbAbHu)hVtqr7vD-epYTM1E z+qks1BDBp0YTYk6zBxWQ*00zxyMuUZwiPz}!{eQ2RPRKlT~nS%9G!;W9@^&7vgvvI z6&DZH4;7{$@o!G09pCe_MGc6 zo-Aq3n>!K0xr(lbbJ|zrCe@ufrwuiZF<<(&vy6m)q3!h;5oZ5YRHqwhq+Xu79N$r8 z^(CW|6WxMdz2GF671`Gx9y^)5;PQnV8eie%qP3I`V><`e*SzfBpu{@^mLToR6Q}mg z7+^bj_CcoeDc34nSnqlH3fUuBqXUuzG49MVG@&%cL8?o~#cGtqeVS^M;%g zJP5kxn->8+Luyp|QBgSUW~#+=j|LMkF}zJ%n`T_yRz;TIpR%!WHmjy0Fy(Iglq}Wk zS1u&MHrTH7lB|;O)a#GYP7}MVLB$*Sn%D%Dqi{~+5=s`A`}yt_l2;mM*rk|=dF9{t z!x|;ta^gI-PB!IoW-?3LzGiIUutQTQ`n}6AxZ{KG;1%ExoF-29RbgxCDK7ZnPIATm z<_|S}tpZ$qZv!+>C+EgWVOD|P#(U0_(G`KCuEkTf%d%fzmB|T`sSmz)uuPf+KX`%_!;KoIrz7e!jg zc>f!aPB+j;0VO21-rcx^2|_0Yn#Ev;1S_+}m6)S6@eKKAG|gTtOT#Lh&`1ynu`vp7 zx;%?evIr|F!0E1IOCkiary@lR4thpbi*X%EbfknyOU1+125J`qEr+SCM=Od5h&>xg zHc(V_X|4Gq2Mi@LVaE|ec)&nbL!{LkN-anomx)L_2iQkav>NDkgCqCI5)nh*Pc9h{ zYHYEzA&OD~Nb)HiBLw9^U}TJ{p`f)fG&%++nJ=ajY5EaED3$KdHG;xWHe!avM5Oz~ zD76wxB3U2on9xElP{iz%5j2+w$zCi?9#`hYrUzl5cdWW_wthZCC+7Ia(~)*=-5Mil zp+K2!RGLnZHjqoRxyoKc4V~Lr0)irr%^n^cjRO3Q>4&huLQLHWV`RROM$h+epaALY z&PIVWLZI{&l(u6uqrBuUA+(#IiV=1qI0=UK;iU+sh@gBieUuB?^OJvw_2>DLI!OS5 z2#$*HQ>D^zp)F5(hRc+zO&DfekisjQYND@TB7vp>j#$YX&PO*hX(9mqG%NEPljpJT z2ToE3zE{RAf;sl!8 z!m(5p(~fBmO3J~VPId^FESY2<=#7#`aJv@Gloqo<@ywkObYy^-5;IGAo}yRJ>Pq4Q zAB~u)4sa4qd()AbLsBjmbQL-3+ZmF!*?|=#jWhGpfjLrFwl;gt&XWWwi5Ym-39_dk zGn~4#DCCTI=S^q$D+cy=VRo|tGe%0ki+(a4E_Drj#RCo5cJJM!0WA3xx1Hk*RVZkW zmMIze_N07ygNVhHLkIvm$-5;?c(>80xjUS}0dqZA_FP#SmF47tjPSrz&meCj<)CM` zzb8^bEDxEhX~00A=dohNvcuH!Rr8RqpuWp1C`~AtEEvu7mfq#bK6{rJQ)L~Z?wvl+ zFhT9*)2(4Cd&TRH%!j`ifIhygdX_4HIC|L^xkiHr{eoJB`c1;1dkdu96t(Yy@&OjS zoHaVM5L##~ja%3~!ck^WyT=x3#@YHn1slVbh^UK+3S?A-2>lmxL2U-^oH#(TQUtpM z?6P8NV@Zqc0+lToNoU{#85vwof8Z4a3&cv_#q1yq{7if$5|l$rNdL=z|hAjIej@SptWOG^t_iLwKl|H1k9l(!@kc!xuLg zfGyx50*aAFHpKtcD;<$)N($*kCG-b!CO(g#s$Sm zH^DUKEW8r7#Q`A1VF92mfy0Lo6-l-vI@kiMQlV$fh>_URReNK0I~%|%!WWNN<#wL3 zCibDiP?E&h9kL9zpvo^U=fv{WPgudLmg_xHLU1cjww?a)-fF49c0;eN z%GroBm?%vWg1(8nhglkc5&UTlWG2=vTGIotCbs1sd=hM7AeAQ@u~>jHriY)5_)(Pm z)`nOZ=my9=Gg9oLshSHZdz|s`<8?-!LLEeMSg=l`;9Uq@4^{EiE7tcYIVwNig}4oH z6<5}lYP61|apd=GPSszbN`}%x3MkSSG>07frGu+JwFQ*%|@HL4Bscq@VZZ@Rb64EOGe{oX>Go*O}6`ZkW*bwDxs#DM|jAg=x zG}Rpy7emsv1oo0u@H0jOQw>>)V5YiPLYE%mHJE3?ReYI$HrE~t-o;cnWh34K$yiRP zHx;^KoVF-edYG-L%&mwpP|rd4#^foTDROjPZxT&v*IP&SL7m6>;mus#!)Amy7giVsKw^Xe&=wPpi1MO-kTH zM%yX|=ukYKJG5PyBvSs^-aA6oV8j(;JK(RNnp(oc(DYo?H)07g9WUQix`fM<3?5otwV2?}W7Uffd&7ZQNqRlGw~{V4j|i7LcZ z2<_avq=6?5;Tu z{BZzj5bHBFVFV-necUA~ELlm1-@;V_k>(oqk?BEY1Od)H_{f?oYr=nbsL^B?sec?Y z_7rR8Q6BjoLWW6j%pYN)97#RxQPg26i48j(u1a7+X{@T0BWu%0(1Ih6R8*B5NJh@1%m?SZ{8Pg))ZaO6JSxy-iNb!I);}Xi7u1FmSlT>ZIJHh%PLmGR z?G=b5GTsliM3=YL@X2-+KL@Eal#F;h_eayCi

    EWlplL9BJcQM=cVwY zLL=d&F%eHLz8u~_M}k?K8?Q*`VZcvU_O^?q9AbFaRb@R(W_qkovAu0gQ1D%tDB1wQfL9CLZmiyQT@b{ZTed_Z5{yUPklsbX@QvyO2nzMSn!)k_1&aAuihKfQ-gSZ&+;L4c$&6N~X9 z@CZvT{UByB06)GP|AYPvRa5ja%7UO_(V}L2l46ANp-%^#MG_jn(PI?4MEG)N^tYdZ ztmt!8C_(cMof-8-GK;D?_2oc`K}yAH=g*8%;C$WKcX5KU@_`<?_B}OKWYXGDW#=&x-SOa_ z1uQY$o7=)^wvX0hq_QL zal(ZspJv#uI**%M*%)`uVVj_TTUX_oTTkBiS>U~h1+RQ&IF9dndgpEXOP3|jDLec$ z*HS-Uri^x`UU)pcve%W$#CTr#`0XKLv*$#wty96(-{NfL`_UiH#+f_17PL0~YJ5Q( zog`C8%I9ydb!N=jCS&pNfP30%LK9S5JEN&XdkxF)7?`t$+_4OD~r>;?t>#t!~255sm6Li=_E|_#krGjJ*WL)aeHlP zaN_Ozx=TLjwF8&PmGkU%Hr$rZDYos;;0Dy4K&9cbyp;5(ysgrp*G|~E`n}HgmaiaS z7Ig!()g|^qLs{;mrS!S%Wqq&bb-vV;1NVb8C?YH9s;$2m^?CLpV$1B+itc5#&yuWZH|&e;i%#B6?R%(l z<>Y_acU)X9nO3(Ns5$DD*steRiw8m^8PiM0T<&{S9(mrED$a-HX-}4c)(azhbdHLx z4v)W^ZF@EuRMT?x`B}&do_3l(RCzwIup-06k|vLwQiNSr*Hb(c7kb8Gs1G<8k+(!N zpGU}g=f8`n`QWts`Lox*7QI*kyUw8VuC4XN{6X1xfHi5vLGx-Y65td6NIp4nMHtku z3Hv?cpi!mg^kXMzhooCizFjWuh=rUJY&R{9i+T?ji5O;mBxg z|Fw@sL{ryqjU+v2qaBIWjaViP$d3AuouiEH_eHx&ZxNoUw%z{t)W&2{N`&4SA`JX? zH|0pz_;g{9blP=)j=fboY5ikWxpC2!11qPgViqMoCY!0ZJ{fx)Onx$YIQME^27Ec^^J z7MXTf(herN-uy6&t7B!As0vKC9;2Fgb|jXT&6d7GteJDMu8))wued0Jdf%*?JG)zGFnY#ioJhv(vbb+l4MHO?v;0v=aa4% zKiZqs;$U#G(b2QFUBoO)p#lQ@OTV}1r|GD>uMu!AjkG_d8;6m0nPs9%b>`(|AdO!3lBq@5o6R$_!3Ie2D6kUv_k zTW-~XfT-ZReIG0tvMmSeRnF`3!xydeI9g5JeWqvPaBH=C+gXkjlhnT|$ zVF~Sj08mQ<1QY-O00;oIc|2Dn0M59u8vp>g8~^|k0000mFfcP@GG$_4Q!!sKF)nmz zW{r1wSWN93|CxPXo3+`_D72yNO_G{v9SYMTMa!9Z6+#gr%S?L;Nm>+UWM4zRC8?P< zAt^;^;fy_cUqvq={CeN-dtJZp@4w&uT%Ys#oclcYea>@V*R!1Y^Q{0p002w?K%fA` zqyi^__#cg&)aXfmJqgsme#|7W|LVWNK%oEOvdIhkU;p1Rod3zg{kM-u006@OiJkYa zMouDdQllpM&q)OR``)ohP*chO_$MZjl12uwlgye7x}1snC%4z6uE-?+lOt_XU&%!N zGpd5W6Hglb-}YZa{M-I(Bkun%|Nq+m?f>6gxPOL>nEVC=`d=UZZ+=Zj;ICxj{;t?R z_xsEU_=?QGpOgM!0LWUGSSUKNQ8p=Mr-DP}OMQbtXU83Y+Qz%W0<5g~PijL*V~3-? z5bHlyAJ|+s8`EkotMWwpO@}bWSI@3sJ@hPUQ>^<;ei&z1m~z^o zA~0;eo7R%1b`i0#Z2Ut@IqTZz(#5;Zqn21{SBL1%KMuA;{8eTx z#r?Sv*H7)>4$SoU%xrkSHPnh&bl#|Jn5c)N_E$VLAqxnkQRge$177TFb(N=+j|OXp zcCK<*e4G(9_n4Jg%k~-Iec{focZ<&^MqUfg@v-|n*J*C$m;VfiZ(9yN{maF{E#BEz zpSLOJHWhoU?9z%6X3d+irM^o}2VJO?x!jyrrA*rJbcE73m1w=9Ba{Kv0qV@#?r&GGwVn(u8ohU_)j z9HE|XPZ<1?HO)4y>f|sp$LH0jouz5p7Vd^HcKe8Ml7*GLxYviZf|vGMka;kr_(*ni zN`iB6^!Od6MQ+k-SG#m$o#%m!H%Sf$e+OEFEq>n?t4-qZGgd-E^Om)x2hqj9j>M#n zcLc_KBPgb%eVdkRQjmJ-;K_Z*N4clhphNvl-fcg#$d~@DrP8wioObiFI;EulN?hh@ zSF^b9irguz{#64(RP$XgZX9^gd-moAr1p&WhU6g@vrvdbhjP*{lNt+8Di${$azsJU48l0wu~Ezv%db!s+-S>JbfWRgzUNYM~?566(4qB zvQpOV*lk&<-k6h@jnK-x zu=;%%eTNUpHDubq(cJzfTQDEuu_WvF!93y3t^btIkI zNdkND8~v|}IF z7o$+qW;A!^n=}qXx$?2dea`pzw|PGa2hKU6^){sP9SIn{Y|3rLFvBP5?tZ)B-vNV2 zast?gHB6JYD)R~I?yLi{Sm!<20<&frB>uQy0WH3myt1|gJ4MgAbH|nBmGq*(J~v^X zvflEfEK01&Uvjsjb$WAnMWM%q737k&Gg=fiWczoKSbDJJ)r5g&Y$CPI&&4#3`;|D@ zOjRe498Rgz1)kei-w&v@_Vwy5_0;+!OK#3KC`^Hado}{HGpOmVLx>b5Y0;elOopC! z)S-=xW;~jATK|qAU$gT;N9D}sBY@VU%{BEMNp2XK!>+W-Aa-=mdApM#d=a|1bAiqD zmMr&j$2durY>w~Q$vs8Wci^FNcxu{ai<2JCNqeo9`?cf+NhIF?S^{&$hLAG z=ZcdJ2`9U~;(~ewuH56!lK`EEg^UL{t!W1sr-(K`bQt7_^)f$yc52qy>rNMf_t@T8 zdr=)OYM?&p55S_)N2;ql{HJF5C2wc~7qhk!pA&7jlP=A>gK4;67Jjdcp;p5+v;E`A znircd=|_3SHGd3F*34@jTWW{zE8$oJA-a?_XACbyX;413)D8rbKs?F65HImlk zoa;dxNzJ|@lk+tu?B^X>XnBThi%dT)!)EQ?M*2~4@p~~%K4F&dQ_j#rOJDluS~pg3 z@653wrR%E>UR5vWBR^Qa3fO{fjtsr$alr*UakHo~=_~1Lj=hxroU_SoHD0##x7Qt3 z(=uMiw|mA@a$VmaY2k&Ketqvoi3g@``l(@-J3GH!NEZ6=c67SfxS{1{<(29KC}8gV zA*IkAC@k)hDYj(noO`;_*}|kICy>y&265f(EYQ%aSaUzz92nX7*rja_o__h_b^TH? za(Bf0PPe(Tc73mG)soGW@~8+O0-Dk8j#`=4E%q=o{-x`h{jRK-C5+_?3q0Ap1Z zFhT`06aG|s%xRkWcF==`+51QT&6be?Ug^EJ{si48J_dFrJKQHn-Bm6MlPW36AE@^?W8uNgr)@#e3$dU%KYX(DJEwZpiX!9^Vgr z?A$S>QDXZ#M8QdYy7qokYtb9mVZT)Qy$3bGE3Sd08&jrn^;;D~GH0r~y|haYb(!As zJ4aDs?Y`BA@r);Uo7-#2xazyZ^KySDUWs~gQ+8Q^O1}QNvzF``75}IFf@OBy`@yE( zK4QfCI*b%@zxhie(W{-47L$eOw{4?tHmlHA3@>WcFb2-N^Hu3#udXltBn$V={4n=T zKfARl(a?uKZt1sjQU!zGJ9EvjU-aXiN#6Kb zIipSVt3Z_XYe3pT`nkIk1LtvfF1|q0#M*y%kK8-?&OHLYIitE1u?^da|?$7`aWZXcfwg6nZxmu@9;2r@-b!m_Sv&1=Pbl>XhaSMSz(3&}@pzhN|8@ z<)JOkSW60=ZFatnv65{r<)C#l%=7)3`b7T2psA`d6R2qFLx`YC69&di(=}n$^QJQs zQF=Y;Ve)ji7Nt(M2+YE1+v)lHEv0y#tkg2UjG(Jw<(FHj6nx`FtA`b)2BO5i%3Ajk zCGWRkHi>k$)Q$IS;MZuWVMbuD5TQpgpUnhq#nR<7^M~2GL_YJ=EL9#-?>DOpKxrrSBpuu|8>&XCduDg3DXL|-piF0NB1#o8$E1L* zKgTjDonw^EH90{?RS>{?E?pI59S0FqHCM|5 zGdHlCBi-zFaF{FW7GL}1u6l=-(%icNIvk3x#L2XKCV#KwEEYobjpZni8$BfO6OUjE ziiY7aX6FHKVN}lc)S2=Po4i%@dgikVD9}f2LFs%rmaMdk_5*WK;BLQy zS{&R?Pi*v8VNHM>|LzXFj%ga)vru<}JZ4sE+U0<-7{FV27pn) zkCcFPjP=*jCAvj4d3p$YB~Ok=vDb#cwvQGDQ=tz_5AC4BHWGGfsA_}?yN5o?Lk({Y zi%Sw1>cbvs1#kst$?0Xfl~^@nIlB@8xM4QmTn>j&fz9DdT5)nZ^7?}a&`Jnjj5stv z)Sn@-UqnI`JOd^2(Fk4NVZ#0rrL!eyX%Ghu7%M4{Nf11MGdxp;@I-Jv^0OowoXJ3l zq6=*p`dGvkhZPW~Yn_vcw0|YXOQcOiZ}D3R`{0bDzlVfMfEtr6QLChr=Rnn}!Z<8I zmwet7qxy-L-j8{#7V0k{3o~Q27AWoM)tmyNs-5+@bhU923EsRWr7>%C=ZELvvEo4sMHGzB9q-&(Z8RGN!gnwkVTN>s;^ zdh+TfQN~3g?#*Ol2UhiI$I@1bG!g&h!A@`= zLAGRP(Evs!Msi>5f!BLV7ZEAhlOU0P<1QzG+$)B*;$Z1tVm&oZjW>#<;THmBj2e zy!3oVZ@j6_joQ04Q#(vV%*x`WF^vUe=bS9KL8Ld!4lPE4?Wp2odq8KG>N75eRXFF% zIp9W?YI;s_EfYdhof~tZ=Nyf9Zf^%m{tj8)vsY_H)79_ey%ZQN$m8$#!R-{oto@ST$1@$lq39CM`74Ih2*OnSjqJ zVO>X{Zm#jKBTrz7Y&)*x%~5TVNKQD$AET@D$#cFR8_%U^4r!O+`O;h3KDxl5pnl`( zw11+()yGZEv1%)#sr7MKOEW$yU*;^5CyEZcpOE$Y`GwKL1INT7vq`~I`i7C^n??BO!3G#0h2{2b(n z){dU*tDqtF(M_w)>i~ipaly1%4!lNezjwhn0xavg2%$|?Ll^rd7oQYl&6`VFE50h= zvgsHbu?B7W{W2_L1BWV>;|cN|ynfmhX)afL{Yt5j6c%(9%swQo5hYt+H9n@v8P}Fi zo*#m#%iSx%mt@WT%2I!!A)HnkbR8P!LWt}A5CAw)=EnR-`w);1RS6QsnmF?J@Bvx>lPG8L?qwphq+n{%*{7-+GPU7n|i^RSQShx{az2BxgkW~kRr*hBt6`~ zQ4P`b6_yoJmp-~lzk)3ZGkT)8eFyX#Ux}$j4#m!&}Pd(UN z7EaM`;k&MAQRUOLRV@SYBvmyxeCuspBB0yUDoo=_hiSr`R(J%^ExZ$6%rdMLl^we) z?InVn?v`D^f$f5_Yxh*uY(R5wK#!j+{>1Gzt(YX8dtcaXa`x=~v*&0)a=Y*)PG?UL zzHf)~XgY@n;o~OKje_uB9nwm&LDO-B%tNSYKTJBIpL77xIS2y48eYWohq^Q-_@+zb zNQH>Jh`C+Hv<(s7-SQCT5x;Ju1s0|~iU#Y=EmbAaRPNdVdthEsF1C_ z)-$LkNu#mzGJCbrX!VOHq5>-D&-qdM#JFCp`qUS3Mj~w@%)8tV=A-4K{YPpg2p%D# zaR4eXfo~2Bc967-sG^=hEsW4wKNY=1YDY-7-amzFP=>~55#vIznsMtFEHwr6T=*y% zp~4g0OpMTRiRusIQ&6lI<07X&*KQ6zq(B+Jyohv`K()*|_m@&Ds`1&&qy8c|3wt!^ z6%;GcEqwJ9Vi^EVWXx;bN)|lzjW`i07fRfc-xxpQ5It`rvqX>*SGRu%+-_nZ4IM3` zYwZEI@^=uDtLb_7v_hn6r|znHuYHZv_zsJkSgU6YYm4*sX|%eoKcH`H@Y)|wVG^h& zM85e`TY%Pie-MwcWOah0-#-|u0o~1!D7--T7VAzM1*7?@h|yz0wjM@4Gy4eH0LJAX zpV_jt#f19VpR|XG2-KLwi!M!}N&Lp(5d!GdP}V2N=Qr${g3OpDfTbHRe$vhi_45P~c(iugl-1yU5_N@5gEh z#-k)j;{Xa1V91NWN#$RRZJDvfBJRJsG&BbD`q_`6oXygTkyG zOQ+6%Gt@Rb@h14e8DgRFbEdc3Aw}h$05QyX?;&0j^9YJT`-6xZiG zCAWJ96n2pelpuT7fz#<#qDdY39W@N$0yK7NK>(ZM{dEba`IWMg)e@i$q>uw@H`=jMc5IUnUbM~t zTcInLq7)D1JEoKK!w=h2$_sRsRG(IX)m?b?8Nt0kcs=Rp$BBmIy&08v98C3!?~eCZ z3|+Oj-=#jz&UYw#r^xdRADu^0m27i+@XC01p)y$N7$8oZ$K19@yN>URC~q|=9{28R%k4j=B@&gXBeJk%!llmSTp8u9sI9S7EK$xf+p7*?0A04o__o>Tl=I=i818l(3nE&#PS`qhqn5tq6Va~2-^Zf|w>QeMn-jT95 z(ebk2m_CHko>?Q_vq0k+a^NJzdyd(up_kdrnQNA5t1YsY)m@d+U;n&uS@4E0sTf|F zbTxLkUw)jNl^oe8J$QVY@diF!N2vMpC3s@WhUIY923F}WWT0u&2STICY4~f?=nCU@ ze!_ryC8*hP%nDPSKFjVtt6ZAe{^>Qo*lt{%V{9fsxP@!m=GL~`t!>-3-EM8$w(Wj( zyR~iG=H1*}<^G?^OeT|=ygBc44lRhyS|;}lUwrnu3vG26bOqqiPw(zm@SUf^4Ju9g z3#}(ReuuvCP=&cE0H_&SlmSqy^?Vs4DW|0S*(RYIB%jg#ZN>ZJITwQ{Vt*2z0IeEm zvoXZ-W({WOuClY}n|nP{XF|Ha+?H1-j#0gXZ(4oa2>|!QezbDsl@?Rf6ATW{J)Sqb zGzQv2<{TkSMwTutz9s9rM4pU-ajM=;0gg{GV@e7DQJ!r;B?xep~CFdBfu+K@T+rm zoP%n9@%vl}hIIZ&^_or5Md`6;>CUYerrzQJE2nzhk|#!w!fOs?EA`eV6!Xna62^d$YhD;B`(^kY{J$Krp)OSR0 z;a-J-Avvl`NY6)EC*D7vJjz^yzImjKeG1A4(sAB9q70>rNkwy#WC8&)IMk!r`WJje z@3kX2S+ayyy}+#Yh0vyrKaMfxMX#CtKMNzHhaxs~`l(0V6Ap?_R2Qa#^ zLAoB&@52q)hq}_-aM7N;7AbxwDU`-LU|IJ?JBX6(w8XJ1?W$jF7m6!wDkRU*^ZRCp zrYK8uzF&8(%xnLj=gWiBtJwXg@9qDuzGrC2$;7Cy{C{{p4VnMs`O1zrCs|LZ5=74O zm6*Gf6w?vVO3ad#L*|j^WKO~(6(r4uF3=*!h$oAGg-BL}PaY=2h=vcWe0*MXVCw_e}(aTBJAx33lRax;it-N8-T+O4UmM-JB&-Z{c+!(lSEp8{yF?7 z@1+U?DJ03{(RRke|BP<sE=t5e3j-lgRnYKA}aPHng68t$O0+X@y7Wn4W-2aZh5-WuD~1 zXR{j{4q*3$h)##t>38ps^{U|>Um`l!a^e}-bz14fIdRWBx^H~yNzWKUK6_Aa9<8N^ zNJ>}^=k)$@h_h$k+%8$+=UM0BR3o&>8Qj!a$-1@O3H93;UjDMUN%}44dDh`jb5T%B z40xHGeLfXbKXxyRGCs-Op64>e%*LFxHu#5yVh*$GbAFD|ceyUns@6UQ^xONDg@HS| zI%rzvM8yQ#-MXP|ntHNc-k%8U21l)i+OoWE4SH#whx9rpWSt-yUqr(+D?{03tLxw} zGk|3MaTB#lseNK9bDR%MhtNJn+8m8&9(_D#jqK_+;hXXunlQI=GZcZ!D~d+oP@)VX ziluElX3$h}LQZICB`UOQ``fGDfGdk>rUoy8;Wv$rDosFGrxWHM)y~?4_2yDh zf;exOq;9?Ga^Sh@_7ZD}H`X)CkLu}KaexwXfN?*_@S<~YtFI@oL7<=)Dr{+Wg~*}b ze(hLn{~4-W)yTtK2BoowXy$Q(8^zA>Jku?f`szO%X-XcyzJ{*j;RL`wDJLE0D}j5S^Zv0jb$ke5I~$Ni zw)Z={-pDY2RBuMF-M8IL_;lI97hfS2hv8ke&zjZ}-8@!2)PT6+^ck1)%B{c zhfh0P=SqCK*%CI8m)aRO^z@53OIWw}=JW?!f?nLb9c2j94Irf~bY|abX80Fb+y4Y( zsL?*BI(m~s*5OPzqdM!23S5KOHAf;RcCY{}7oXNnUt{KFGyFJBz|G8_Pj3C~B)3T; z{@re%#PW-y1Kp5kgc?I765n9NSHe|0dM*&oDYGi`H*Ic!%{|Eg3`s=(YQGEzaiMe> zZEfDB|C4b}hFXfE#t}@nl$~HI9Y-fA*TLc5b^H~%%=q<=TqjGlsFK47qbTL}swc4$ zakC3RePmK1c86`loIY2GiMMpRAZm>Tw*@SfL?n}<7H$7SI~pfUyl;TT8A$eDCkPov zDG;Nqo-ma9eah#WaK8h(mII!IxsZKx-97*+v_4P$3 zie5WsL&w^hB<-fYNlqJMPbT|UFlU;XQTL^vHn6&mva13fny3ykThrf5?s+dFG_}B+VWqraZ~#Dh&FBS@Q6OH&YMb|h{CR$lkgmu7ge90j$N%t zRf@_xT!6BWE(YECPaiEaCyNf*Dl)N0zir7U%86etqeZO`O-qD8C7gO7I-|npMA+NQ zys(QzE{n9K$wo$afNJzSdxO|Z6zVi>PvvO?Mls=a{kq@5+ZUeS1sHLo{UHw&Y zCf)!vT`VA*_A{vTMTgIuGAxrw(c;z=GUqxgOkE#e21o6XSbA4&l0|V_nzbVt84wy1Y^AE?ags?*e%c- zd90$bTvcZ%@~-tlla&1l6<>YhHaD!Bahi50WQ^n1NsWbkZILY0HzaMMZ2dQBvT}P_ zy|b$WxO98~Z`pht*kw33g}dN$L*DZ%3S2&-()$udz zebAvXp?~+ItOzkf+?Lx_sZrplGVUbz8-fQ`gj0&ZWguBd(x6L?&cuk3Vowkvmv$3L zla#I{5h?a*i)L__dkDPUyn;};`?W3$r`shhD3cDP%1t(WyXLR34-uXq1dc4cP@xx$ z&=Y;IO6W86!j;~2D%fo=wk`xzH&Mdv9SiV2>Fz1PscEX^HZ=u7q5Z67ZVJQ}-6~@O z9_8@0h4M`B*+1 zI0G#4!LQME`!=cJLsZ(h z`OIT%ctQc?;Pw-2N3B@A1NJ*u8sqQP?3}1WEKmrMx`qbusE)dwV%f)3BQk4&!8eya zUSVc^6#WbN2aHFc==~pg z(0*^;l+@r6)&Hce(t_Eqv21J9V+jC`C>n`Ca=bnub=bQ3pXR`DnYW2L3&(9n_>l(?fraKK4RtOMPxGsIqG)y*+CrxEFEH5CC zq;Vk^7BtAh)g2eDggLWCAvFNmz_2K%Wl`WYRUq+zVJNjn6DEvPXE1puCq)}6KUYa* zM1jpQK|gLN(YYV`cD?h-7ev?4$SFV3ao-srsf@;LG~P28y0o8_?L}2f^8l>Xbm0 zBn3X>nlmPrvz6`UoYLUxOYzE7utjc!Yi~)4n8ukUOy55-{l!k9!N7*TjQZp*^Ah49 zitS?cs*<6RpCs#x7X-2j1}L^1hv;2gjLrlON`4*fnsRZK@Vs>a7!{9)T)8jmxZp8l znf2BsQd^6@>1GngFe(jAc~qOhlr;))XqHbq|6a&gM4)zoG2CKtwt!J>vP;z$(7|K7 zxMP$8@B8f4rY=+Hb5>&o({@h732S@T07b1d`)H!*`K#ND)gV+ zw6`ykA_qEXWpz(<>f4QKtEt6QDPDhrWD=OTe9TbpXGxa6I4)lmo9B3L_8>VN1~hN! z2@uT^I^51Mp&Tf%zr_wL{ZfoO_-4+vO1DvFQimWFdN^)XpJSEkl&wh`M=#~RlCd_p zQRS=xc@Iz;D0%jr|Iq01)9Z>wOvil(I4goP7RNkT7J*TM`&s(*+R=-(DdPPRw2Wo3 zmWa2=0tyd|Y^N-tVeT7J#UVn{>~zymd~yl`^5!rN`|Z1$a~-QnhGN^Zf7g-1&fbeROUA72b+I6-@JZg=jA-bkliDxJKEwllW*z0Aehz*%8 zN?WP%>#9uX0mD^gZZXB+cTHO&f>rGMEN-;RM?D)If2R^?%gg>ByWn$9j@=^^MNrkG zj$(^&a83G_uTGW6Bvsa4mAt_}xl*Zy9{0ex_fa$fNF;6tfA-dPyS+5Yc0!Smfg|=;L!OW6BhNkyn-Th5tJVVmAC0vH?GvyDo zx2QPh&~#B6$!{tln6$^s@T1UQZ1L*AmRF0AZid7B9$qR5BXk*oN{g>;7nRB7oec?> zgVrt!@rTtZaw!OEY>9?~;Dq%hv#PPfb$*z0jktqaT5-*B3P=ZbF{@KY;cS%0#S-<| zqFv7(#C=@WxD`LVUr1=|(ijP$Oo*Q;k5M|)$lREVhKS`S;3y;0a)+z)ZgTYGP@L?W z^z4vKhloUF$Hx;Ab_S2oXP@Z3W4oQw1=4Ir`HYQKysxN~Zjj*?U+k0GA3AS>+Fhdy zFiScCrT)t-*N&kuGK}ve7B#8)Yt3W(ooBl{gl?8(}T+tQgTb zBXKuZ+-FiDF?Q$Y1zQJ@8kW$^Els#6S-0J7HxOUrR>vHO@aTJ7Z0#JQ{F+PD$v6H_qH zem3VbV`&yqY0CNF$$cbNR;eDGTr!rEQ+X5D(fVN>BX^}%Cn#9{zlNr_Lq_x{Kqj%`bK+CXmso2%>$4F35=B#*g^`X8CVOAUDQ{}vW32= za-n+dhaaapjX%p$KSY7i#6P~MsWBhvnVrgLgu%6Yq8@i<2R1=z0vRLKwwLRJ3gxOd zPYonlDfQ*Gk=-TCqA*?Yy{J$Aq8P3;Mx`7V6NZq*f?I@?7Z*pv&J?7h6l^ zsTB|f1}I(`mZaA4Ynv_pQC5VP)*62lv{3y>K;Pn3WU#xKaN5)7eapK~Bu=cw{WzFV zwB(Yvba=!DD$g^Pnv*g`Ao?ygT8QYR-E@tWat|dv=W3mgE;|R4rlSd_#c}8;T*PJ| zAklZ{p&v{T(H+f`^k6RB_1cAAk`JZ6WN-^E@T;4fDF-|rfh_GM(Imwr6MSA&l!<_P z5I?I}5)c7Qo1K0vHIXqpo!>JOX}n}Jz3-#%S&%hcQ+0z>(vtkQIjbm89w*0BUMQJC zzSfGINeFZ4pLNchSsg;YFPA(s5T*I9KAQ~FZE$@zUSO#ali!ulApMXlZx^p4z_H1`_F4Fr060H!+h+ML(vf&guj5-%`tElO0e16!@XhUsYS_sIb z(Ss2AJ#{q)7xTLMD-5gj7rgB@XFuxuZe06cz?jjDKj&oU$a^PmkM~Z{BqmnB&r@ya zl$!R`W*CL9}SKu>XscxHytLec~y&4U_~3J|RiA+XNV9xeiLpFq);KD&r7EZ^N(nqk$_{N$~s6STIy^?(+BL>>7Ts|)A*b3Zo!N~{0M^M3Bt3&S*T3)UHynA)Xk z(++W#K{QUqb3jg`9EKL5IV>zb;?~qVc{D=NS*eQ6N5ub3tZ&g1n-J zQ+z=3Pg*4Jo>r%~;~5aOD4mT>=S}5OILaaf)C--}!gxGiRT|b>8A8tF)W);KdAOfa zxI;bstt3)7@83aQrt+Fl=e^=ZnNrRs{))Uv{1!Xwb?b>w%D0QM++pj%FJKFef|jFQZY zjsz}ydD2ou#}w@Sq9My58wMPAfmQ;W)V)~iLaDd!%UU2Q@q^>yJgaGlEX4rm;>ar! zsg4|POlTW%ernYbvT-ldL?0`KppV{eLSBIO0$z?xH7LUztBihQ{0+rGcvRb{lDo5C zLa0m)`rHr}Vixo=Ebm4yqXBYn^^a$cCrLu=;jSEu!hF9jstf|M{Td=P9bfpPeURtE zi8ITK7fMW7i#i}dIsl}KaEWD`l!GKvsSqNDK;vN~w z?6nvMa*e+E{6qZ#E#(X7O(qGDZ5O!crJ8vl?spgD6?LCwbp3Gua>_j()6j@bF#Cg_ z`XlUuM+$g8u)x;SlfzW`l<7oJU;Fgo^8As+LhKqxlWwSJqX>pCeHMKk5($g7vxmKig))tdDIaW);<=*ysL(R5r5ge(FrLDcj3%L9?P78NUpThcS$ zeyP_#rjV^^V|dXv{R6jm6}g=>k&R%oaW&s-xRH0$S#|T?auR@J_{)8AuR-MydIixZ3-H)VAM`_i6h=a%%jnIMn zT^kzT4141VB6RcBG5R7pT07m(E}t};3P1GAZ{LF$KF38_>yb8C;z5hy8n;7yyfs_# z6XN&xt7xwk?go>@5I)ZjCAWc^lM+6(FGcm4?BaIr&f7PY)~Nk~Y!ga4-PdU19N-7- zv)jvJACXWnw+Gf|aQbN_&w#e5vEX z$5kl06XQ_{+An&aHF&wL?i*^tw(`$IIw^9%jG zch%9Ix>Wan&%TT!SwnmC=cLthR`t0v++n2j3FOYU^BNNx?fY>Y*X8{xR+;`sGX_BSoB>CFQipMD786S zQ`uV0sxi6Saqw}}#*4BDlzPnDW$m$F-=?eQU3pdFSk?g#@?ZO))JhMS!KZpFr**ga zQGz^r)WwgRZ{m=phX6m0`>0gi#E*|>350bvaB_7{$fJ4*M)zngb)y(^7}CpRPu5m1 zBkbnwao!EVL;_TM2xyz# z8l%{^`E^*bGv=a7?<9y$m*PlowvUuoz?0USk?xTMSpl#qYe21Btr<5px@sEq`4Hzj zj)yTKkeYng$P<-6c|MLe@jFIspw=2Wrbxg{eD|ZAaq1iLPDm?_+DD{WmpW0G7R@_JVn_YbytF#*Y`0UzAJ zFZ19dQZHR`bI$RfBqluCz{7%s!az3 zz!>Y6U)Xba#M{G)i~p%BPrLRkD7(F2=ZXIP?j+@ zF`8(r+@TFUx1zG`GP&C}HA@yDC)%1hji^~!@6|MR_VAhu=SM6}hzCw|SsX{`_O70ymH5A*8^6()??)e;$bQ z)q%ceKwtg&G2)oAe%yb4_`YA>hgX!qfcjurpn$+8rm5&IZxnu)yz>r+%zO&WAku|V zEgjMM;QtfOfL1Yc9D-fAW8ch8a-X0L-grEeC!-gDK3m=hs?^I#h}NtEK}LyCNto>i zj|UdK^xjv4p6l?xWQk!Myu3sR3F)4}Pta;{A?S{jT469LssE9bH9+&aAbL z6s^YY7pV;2nPp%lWB&iXg&*wnMLqjIcBomc2o=LDRmZ8?_Y4%+DftSNr|Hg%v?nV| zy>g$7p>jVY%42;x|HvikM!p~rlxK9>%$_x8ww@-7x^DMEP|Y^hY8o? z`k%54LTvB9F((Y)PgxP4(7@r&GuYHjqdK$k2yswSSVKhG;%8!tB?QOqtD{hk3kNKq zR1R25;`WrwPO2ARJl{%ziHX*t`%*M8+B`PZ0}9SrVD zO|;r`NrSWZPVa6C#onV;%gE0A_ci1_U19nkAL864l zK>(l>+{?Xk?&p8@$8u3Oz@N{w;}B-dC2oZ&#og|?HBwDx9le@ZJvo@X z*CmBE+PSc)i+g!=1+j2*lDH6+oG+;3?2=2Fude6MQS-L9q0gzC^`GzRyNlG=XNb+M z(3zR7_pC?_d`K-fYqM_Kuf#6yKFgQ5kAo}yw&-dFF1rdS*^yx5r!p1tQEc~7lTxZG4e*KL4&Df%7Y=<1=JxvD<_i0 z7u}dFT+RLPl7M)SGn;UFD;|Z7g3GDRh?*1wBfH6pgd5^CD*@HTOJ}St=Y7?Ww7lQ@ zSt*v@D=#viK1Uk0HL5+v9`Bf*H(8v42Oo1cfWIqcy(c`ofFD0L=))qF_FZn}e21XI zK4UU84ZxgOV(7F;N54icU=qk4N|Ru(vRX}Al<3H+wV$}z_77^ca$=0gS4fjBe5mv5 z-*Fi1p)BA8C`(dd<-}tc$=mfc27QyGoW{U<1(LS0?~+#B0uI0U%<%-Tcr%! zXJb_WxC}DZM*vKkE~ut2Z<({0il-f*p8qzN-C8}Weoh* zbAoJAKrULj$@V?qDmdS6CtlsgTUE0`*7+?fcz@7}UaiCUpG%@WKHVLRdyow%51>AIb zZ}Ux1^Nf(LM-}W4a{*2>bEMdCUU~l&P8S_ME6i+WD=knz)w3MjvN5in>Jg`6sW1Cn zZ2>W2NEWw&E}EsBJ5Sf#L(P`CG?$kGuB_T#5Ldz@8AN9=nm|vPBM8c}8|=AjP{bG| z57dpDYJ0-D2m#YH_yE6VhgU{Xz8Efx%JEF6$`*ask&{d0Vv7tzTkb2`W519#^9q=z zzttlrThKQ&mhsgaiYKR)BzaSBxg2ZPw-s#WzO^czH;4A%FbFFMHnmS*t7zqk;H_Bg z3)cYH#wU=Ako#UXcTj;jQU)W2dIO*^x)W!k@8_#d5N3t>^`%@V=#P>uz>WUIrJ-LA z;iK4}knwTcD&Y&+WmgDZiqP#}8dSU4H(*+)VWJVx3I!WI1t-z?d1WF*a(RPIvb70w z&up@-sa-F&>y6gQ>O0XFEus<^MGS7O&96P)5lEM6_&GNg!&Op2yeKPfbM|d-bv~Gn z@?25*=;jd4p8Tx;kDTaY?h^vzh7}_3-eM;hpfRdWyy9T|DoO<<) zucVbYzp1{g7dBl#&1-^khk9J&clLoq4!FZmz6gH82D%r>#exq^`R<%|y07xTxzj z>~q|jpj*7_*j)B7Rr?^T*gi{FH7ak*n`Q!)A#cBCU_Lf)!pCos&lXml+OT;@nqo@g zUjY5dXkhIczAT5Db4BVr7|6|<9GD9H*KHIi(;A|O>o$R{qV^{i=VcVXtLs_Bg)znX zkX>4Xy$An$qh2s~eZ`2FqR;l+`;^BPz6!#~N$p`mSjFxHo1y^)6Z2T@x*HikQ6FE} zqrzvWg&Z{8uQtnlQjg^#Z|6F!8~^EWl_onwwV^pn1hC2jsGiY0mL7o3N+ z!J?}zIu_y^eIYV|fCm7N*RDW-~i%NIP6&m0*pOPE)Ytl1q>$0KAsG*v! z-eP_GyfxVNqFhauZ)@wBP5TAp%X?U800G?3YSznB+SXal+L-(UK>OG)NkBPS(-H6i z1Q;a(0wv=;g6KwoX8jFn-0*u3J-Hkxcpe!0G|=b?YF}_MJwb?8w;;BFNR z4a;gcGlkl5l6ZxsaR`#5RhIEW{%8f%SgSzX=6>Tk5K*iA!Yt~B9BNlS>cpjUAo<`? zBoa3)MT!8Ri93QD)eA9|QL%(YFccy#C*$O(p%NfX{(-MO%XTJ}I?x^82C4%rpk5w!lSFEEs zEa$Z%e2DYEJ27g6qc$qYRLJkD{^3R_w&6p*z)9Q(7IiHh_AM9U%_ST0pN@?uco{tM zy>P!lW~eKvl;{U3caT)1XoVVcz0yT`WJ>-unj~@#BGlZ6ZpyK_Oi{gTPW#3-_vAL+4!`?N^`=BxL5jS}LAGoi7gjKzIV1qtW2@i6P(_LC@fc zywRt!B%&zha43o7NIZ;E41;R-f_ssNWffmH%7@0w158;PfT^egacr4$9ZGOL=hrrN z2bkYU5qwD|hbTct9u-(3nb`I-M;>HEC&KaZ&Ca>Z#NN#AAY1;#Ig*h@zcPyngA3yn zOwzKx)Uw3^EVdQOe*OIy6Q{x2tSQs1t<-{Efu2hCLW}!OM?ruJE+jJOToqwxOR z)mF()B~c)kyE8}0_LKS5Fpx+c)KDGVFx?WNc$bkW^C3FJ#Tv)xNlOR$bZ7f)_cT4V z>+fynFoJSGkb4IZ`AL=cPt0f9{pM(FaVw-|iY<2F@U-Z@}F_=Y>FY zUXnz0wDlDv3SOY3Up;GWZY($Z$EDnjkI)wRrqaqAsTI#ekp$_U9OajK3d;Voi^k{) z*na1pw~G!?x;O)W|1{|eLyQQQmbT8D_wVZs^x3yU$LBy9Mj?=hJmcY|8Veo%vNF`* z=o3%1mtI_3uI`fEhf3pzc`^O@rT6nfxVWdu?w1MS8!CRh$&e}%6 z#QKBk9wIM(!?<^CV86KgapOU<%9Mj@*oZjr1}#Aw%}Nz3LmP!Alu%g2<7n=dxp*zp z{oBNv=8f%A%4U6OvsF5=W?Vkv{vtxE8*^#1jPg}Z&If0U7mbgvJBu40W96EkxwFgD z=jE}uaknA!Z(RD>n})IhtvR+5BjE=cK2Ok5CdwGTHIU>Xr?Qn!qFgporR-Vs=)!?4 z_MK!Z^`w4!nH#j^Gc=tXv=S!WIM9qhd>Y!MwIOM`U8T7DuT~NAX%PxVe#!{##Mn}b z7N|tC#yvc=gs@Wf~W&X#eOU%ADle1&lEvA#IH zEK|)CbQPF`C{_Hv$+@iY+sw)IZ`H(GNqYi`39OlO%%PanRfIWf8_aF)X1Vfg%Eh!N zX{4_;7T>fGB3y-XvuKlv%v0qVc%UiM-IJPMv@BX`jk#K*8`Xkp%hkTE8AZ=xF3&tq zc;$(iW7K85oMkCVEM2;~ys%6gDLlA2<|9+a-j-0io zn!S|hq%a%uoJ~8`ZvOY+c-8%oA-QqUS($YTGBh&%$gQ?7KM8v|>?z@kWdU#(eg z6-FMP@XSgXVnS*{zC~_73pW%>`2MUf%Iq8lBcLcwN3G=bLSmOWyw-F<1q=luk$Xdk zCx^&s!@WEKC2%qkFX$k}L?cNgeNfaZDdkJ)jch408C&*lTE==>vi9m2c%*khY@XO= zQG$#peyO$46p%QzVnSO~yqpO!V29I4&?9GX^yqyUgn(aOx=g<+(|Meu9p$nb;q@HP zIE%hLq!t_vt8l7%5?3|s`5EuncEt`n%1z^Syrt4ih=D(y$~C7@CjQLK;525Kmc z%eZdnJZ*NzzXwl>K*bRUtIrPHVEtJIca%|n%yF5|_DbXnH-E|Y5#xEw@f+Wi5zPnQ zv2k9{cI96BZmw61P<0R+e2Mnl%~&J~d}TCrK3!X^Z&D|jk!ng1TF9KDVyie~Q-AgO z%dTOy-9htq(u=vMG~qZJyR27H{-yVX$rdQIryTZy;W+PN(E;NCsPIo_M+@_ArOz>veNp6%N?o;b7pm&ITIEOnP#oH*@Ph*}SehJ*P z7sadO?(U;ALYlb6fZ=IUsp?u{k|3_5OLY*%J5U)6Mt>jf)c+O~#k*hEeZNH#*Y0K$ zsd5EgN4&1qC|l&LYrhV7>?yo2ma?rM!n(*w44v7x|lIUFn;78oXVF(GPQf6cZFx zWiQQ7SNA5Vo`|}AFKgHNuUrVPOLcR%FXXq0RB=F2czuTZ&G1-_vCb@4=j^E|aanx> zvGSK65d3&fANL!VC|!IdaYJqRMWdV9qSMGM6#O^>FHwcfly4u#SeAA1j?4BAJmm`2 z^AdiXZ%Zi>*1tSqQ^F!RQRL>p!29fbGdWG%AyAX70&F<>Ops(gG8og#^9Z?Lht3K< zm;m*ax907S3kfhPmv6c=xtmpS({AN-(a-}^?jyZprpe-vQ|-?Wpug_x(kOOnD2D?)aSkT_FQ=(xy;T-awVLYx;wPeRKkG zQ{F^uta_ml(yFM|YaZf*1k+;1#%OUVF1W;K@xDzGbL=?I8a>3;ggdBn#`w>((K>a+ zk&~vuB#uuE>d#~E--1NrnANi=)N56+omqG@jynjiO091+tvpC6cmJ5ba(^sWS>+I_Aj~7ou|qr}4PT})KI)U> zYKO52zr|8k{1dSaf*(7XM5$=9mVCYcC1`iIjj4sC$prp?K3w4M2nzrz*DOxC z#-7|U)%)UDUQ2|Ves{rtV2=}Wl?Z1W(XZ^zD`}6iSGT-RmVZyj^td+RA6?_l^ZcwH z_#mB8jwykBcI`dwYFhZ=O)B*N{YLl`r<@JD8UzfJ7|{3d%tQa4Ya0slb}N6j321oP z_~a9U%9;C{=Ch;w0JwLii`rE+FI-2i2OsHBe2j82kyY;#D4wPKHdozX;}h0)8RX|s z&DWF>+10JWpNl^iGYe)HaaKO0>}iE|H+%wyc32tCmY(v{ox%97LfYD14*X#5E|K@l z*}`_L5_sGpiVFG_uOyLm*4ZXFL$hxmjZU+lBLJbTb9jZ36(EEv9+uZe=9`gd1*2FU zFZ-fobh*>EL9GdN&A;=I!r=$M1FL#9D+yTSa^CvcV!(1ut^dYUkogU=Mqm`RsV{{O zT$O)WrB&Jnx63iPX_!s4h3EJi;;&5_^+}~F0VZRiWmecX#~79WrU+(Jx6efD_Acn= z=96w~kfKD2F8IMzwB5jo$q+1d9MNBiWmm2^qLJRdRF5HKD5ivm@LHnX=xlLr^`9zU ziW6l2tE8$!-atJyu(Ss#776@(h7)8WBb&NxakP<}U5X=KCwOX3niJ$;l0S4O30Z$| zsb>y(QEF3KB&SJnX!$P9x#Dy*iZqB$kflwwlK;&T<=Jy0xPwyYwxl~jHafAz=ZbTw zb{n{SOGaMc_vgcQfT7W)$AS%Toy;6CAewkw{V2}*>pA9s#qR)&ZOvn@9bVT`h<2}7 z*SUfA*FNwbL3k7{8JoS+zJ)$z_{r1YN)5Xk_M9KX9$!?2HQdYot%dsAbUY~Q(!+`S z((#Wh!QVoA=ZKU|* zJaWhQQ)zF&XY8+4+I#jG3Gp23N%;rEkEw8CC%!N)jet)fu5y_AS`s~}?v`m!vRP4F z^KTfV@@3M~i{3H7|9GU_yZV)aHrCi5$-e~N!G&FOr8cNNKOLX~65jzyx-QQ})}^(s z0$&ZTqnN>h=atbr^Ld8@cX0B~7WChPpUatN(H9JGPGs8v8-mHJEpBH2qECX}_l3Hi z760#A(A_2xpl76fDByD83{dY<+LTMcqN@a zWK>y{oii&x5Iz*iw3NjykoD8loJe>O$*L^%fE8F8;)ADH(1B7G76IZwX^P zlCIjwj%$nLp)ozHE$s$T)5sRw(99d)Ve^EbX;t3G70x1|!H4cwPP%@UNGOXtH=KHr zXa)8!F{mG$moHsZO1fJ$d7kIOxz?t5@hK;O51{iHoaZne)M{7-cebNy<3-n;7>u@6 zG2U1>yYGz@-LcZ=KE%rKMc!cUjygj%`--^L2{{rcsL33rB8Qkc81_KCM?=)81$hG_ zjESspSU6>|UTm_(ScZD##ybzS;xs2 z0#P)435*>)pa~O&pca!CD-#q_?bNFX2ZBtrq;u`n3Rd?fc+-pBlS0W~AHk~`XS55?~ z?lh)wT{wh7s`=B*ve7Od*(igOxDrOX0CF^qJrKyC71g_%m+Sp(br!S|fN|oB%9bn4 zSBo%Ls)lGohWO^=aAyI$#SC|YjN;3lG1XDHy6&Dbs`ava8#;TWW`Y(8viiu%EPt5jCJ|fcwa; zpW2qiNSE*O*fJ{PBcQWhsj@=3a3!H2ew)4br9(rRk-|_yQ}B*7;Y3tRCel6SGdpaz zs_e8TnDJQ3U{Fy0(pZ(%vSl>0HOT7YlIP%k-ef$pw#WNzgsL#2&4J_0P9AKF7BGfi zfPj@7Rwn%mtT0Yc=^ z$&u1(Z*{rK>M0#{1!viP!R$G+)V`C_gRRAV$xY?T;s=T@L;dRGl!fQYLEvtVTLrSy zg$T4&MnvF3X6u$0$uOT3`+R7~7t(f{jm%ITi>bR3RaQoKN+yr(`Ea@|3uk}E0GD@p zaB(>3{A76#Btwb00H} z3-ko-mlf`x*Fsv+)+%V7J8^<7#MIqi)VX=e8xJ7DcPv_Up8ug5Ga{sHzbD3Bq6Hlo!zcqG|S%~uR%Y-5h5ewg%Gy<@JsTqfw6EQu0 zX;LU3PD-=yW?)w->NbtnG-_#THsLbv=V{esHJa->Px3l*x+ha{a|LB*uhr``K_NXr z+cBC2h$nh_7E(4EyzvW7^EZ9^{)Jqkv;%5N{C5B~V`+a3jKaQvTRxH)uI+0;o%3H0 zQ~zzwRzN~_ND?0*b%$ql-QVGvDKx1-?b|0ne6lz!Q9r)K8xcO1Ff)gmH4FUi3O4Ld zh;uwiC`$TSfldIeS$>pq{qTS@P{6Ta;k04s^&T2uGg5wrkxHTvgQan@L>4fKpk=zsmn{h_^Id)KyYySuh++qP}nwr%ZNySD9J z{_4K{&pYSpoSWw&nItQd$;vZpC7*8v?ypCIT0{Sht#g+u*tFU}4gi1hh4+cn9+o9; z%z>|)^U?a!S+lwkkqXP7=8`NLDz@FlIYqtS>u#rUXgS?VJ~!S}9#|3eJ|bqsZ=T%k z7_uhHDrEyb9iT=9JlQKu@(^{F4FS`6m4Hm>++t#@l zvVR!fAD4rl<1||k`?;s7 zGGs;c3R+JTMJ_29sZYw5@JdP2N{gj|Co49Ykp46(_~iiiegA0Bgq`_w`?*w+M>(GWzb{}QvCwN(qeHXpjl8$iwy`jBLOgy z6Z4Yy*TtGlz*OmflzT})6vsR@nUlP4h=lTDGG2@un@s+QYX?&NjK*!eX*vOAVN;$* zi=|jKe3MQ=(v`J&G%@ZMXd#yuBjKfbJQ2}pnbuE>B}lpcU@{@GJ`<(;)3ehJm?*Kd z81sIq*?!5EKQtB%uhh$;HNppvN4{FZGFOs%NAAC=zB5^RK~?|voNV*;&4Gx~)^{4G z;mKXqoCvLAH5NSmC;orZQm#)k%eh4n#v9-i;;4TGs7NZiX{^NZuBT*3v+{diRw-hw zV>cf%JHK__9(7ua`B5w!8i}+Py$T#zo4?W~&fRjn z(YQy0R)+0PoS^!7I#abJb$3zC#+3R>br*WyuSMs0SO%5>Y5KYO55SAp$E3#YYh z=Yowqrf=5777iN+Zu_gRjq_K?t^LeB1pnZ_L{VHx>nKOT&tPgw6Puk08BqW(U4n6v zN{T85zYkyu{)2XkL+i~|f_ejB>@mOkE`V*G&4Y)!D4_b3<)I#?)OmSdw1vR?CmZkg zbrLOXQSS%xN~ub?_<$(+A!JE}W!PpV$dhcC31P>m7Cr#*N-=jy2w2Z1^O)Qygm#Is_KMi9vfMNu3G?TEZ6#I3|GIXj|h z_Lp>LWP$y^@3idk{9Vjrzs|@PLm`4mSrH!R?xHP`jI?Y*VJ8$#bwaK_6XMV6JNqMY zr(aw9#2iSb+5;6^B3&eYf&CM*CTMyeN_ND5SF2;aOv#6;9*=n@WWm7F^ir~+f_jZc zq%tEtloVtLIwJ#`)^(jw&Y2m3DyC$?3TE0;v!S3~GMY_@rEUhye+;BUEg6>uqn|ZB zo0L6b2Osz`6QsXK+KyNk;u^DNOC$ulP2tC8%DrV!W)wqP12ez$Y^Xkk3{noHP%nm~ zq(~D=Q=?<@pvkP`pAJs=f03bdMmDsh3#4R6xS0+4XF`!*CU1$1Q#XD(p#-&`J8v$dIbPv}rOW{qsV0 z#CgF9H9tib!V2G}#GV08Ka(R$vHJOzmOE_ffe~PyidWp*BkMzo(q}-a>^nbR?mP~0 zR?OITSNwVpf=Bgdal9b9SU+LDP1Bim?MFFlfVl8n03m)A*L$khOKQH^?*W zFlE?RyPEWlk$(J#Aw0$d$1Q2=KI5(tr#2ETZdh(sv(ukZotJ^0AWx>i-$5(_jq~uP zX)rRaIHQ~#IfB5Z^UvUXhb2~5oWOQxAA+DeO74Zst48sxbJ18J_1xXgz&Unz_L)$D zKL7Jacw(<^Z#lg?Hp{3=we(zcm1|(XhHkoEToVDJ;_04w&{rlJ26y0_ulUly|#!Q{J zX=6r=%O5u@mC5A9F$bx3UaUZRXUQMe;zp3wi2&JUuLQBHfsQ^F%K79H>7JyQBY^Bq z_hJY09ZjsS`WLB{_{;AtSVc4&ffhzx_5Js^yK*^FlAcYQ#dR@_=M6zH z-dB+4jyh96{!1jPbK>fl8al42Km2TWj>UF$lI%K%m1`x{-SOWC?di+EuiffNHR9ob z2wCVP)oT`pQ@zg&B%t(NIe9m6iACJ|(QAIfy>wRnZyD;ZvTNj;GtaN<<(py@BAy!( zUSqUHzi9GS*mq^V=~QR;oNSm%&m=Ftai|FFj5a^U7IW((i`7p4p;q}H8iV|I7VsHZ z_=<$T-3-CE>4tF8&dS$offX^y?V$U~k(0sxYo$J&u)w$?bwtrw=4Dj9pWV!R*?=U= zyDbZ|d>?D-{H`gySls8v#;0%njCqvq{E~fk{e!pu%vYKpn8Fq?KI8AJpvVBS)CS_t zNQKGN(y?@z5X!ewc5)7+S?*ti_7fuiYG4tA$x!ZsqHNM+M0DTqRDSl)gcX>z#e|4N z(43YuxzIJZv}?MIh-?GWG6e@xTokhRk-u!nEoikibD}ZSU?myKd_hJ9LuSO1f~b?! zjIw%cb-kK>fy`^%Bdcn?c}2XoA!Tw_0H#bMP1z0#%MEBM=D}sV!C0^(D|}os405u= zr_L59g1j_Dly_-5?$yX}aTdcTGO;`&IUEad0 z&C+R;?Q%q7QrN<=UClRs<%JKK3}nVjlp3FWSz7YYULt7|?2+R7PLbI*XL>)l6!a+k z_dN&Hh(hF_7!Vxd$}kHn+%)QzP-Wrt%5z$lC0+FL@Zu6=dK|j=Vut={4f^f)!w-%9 z;}+ss*Adfr{wmsQpzH&DP|=eT#W0ndKqgNbeIjbWkgF4m#+fPJYqTW9$e*q&k~bD;yOn;@vuWE$ z5Fp1{Z%1XJCV$oz^NfEb_q6&?H|E1_THqE=a+iN_nh{}1?r}je{0`9(mx(KO>@yw` z6eUExP;N?yVO8UlY@>;A<9uJ@rqFS*s~K+8HXNmcoftRihCOC{b?uTip7WPEVpo!J zro(fyP3e;BQv`A|lsYCKa#TT-q05BIOpQI6kQE6b0S-!+0bAII(_u!6WDn!|S(GZg z#TPOZO&r(*8v0Bq#DA0hwA=lXdjhGk2{i++_)re)fXma!Of4JmK1m#WSl} zL@z}A;*m^pTc$#LBSmXm%{F^2ft3*K@s?O*l2ATv#<&}bI4>lqwVOU;qR1}eeq)j) zJ0%k4^yIsdx+r=ty0nA6jChYT}GgP>aWe zNW_4NY0j1irI4xObW-FVsbIzVf2JUJ{!Fm!kmz5;&v^;Px%;!JQ7J2_znoAKw-%7= zbeWM79LTK9CPY*eQLBF%oH?l2X)-7F6V{}Vp$tAW6G@X3KLRNar^$eg(SlIWWsZv_ zxcE(ojN|DBVEwoh6+_hdq)1B8j{x}}4*|P*XZ%w)L=PosM=XRuTg?~!dyd)IgiPCt zKXR5ma@vdo1@!08Oc8n|P>==%Lj?i?f&yysXiRK{KuXUuY&~dKXKxSoQy; zSKbB8pM5Q#Ez?+FBr8N{W>ivOQY$PnEt4m!V~Z@xa*3%T|H2VHA~yk;lM%_3scczE zq@jwN!u4<8ed{j)pPzv4{7Yy4eCPbrzB$jlQ=QdMUg@+9P)s187$Be!(7lo%a^SD@ zFj=cVr2RQyANm4L$QAxiy9GfJ{x5q+p?CG)x0omX$A+JqWAm6m9^Yu)d-}h!Lv~BT z>m1Um0B!Ak zGf;kdjc}H+&tm#k+^;t9Z`TkoJ(*kNVXf0+fN$JClIV=-G9}&k1x~## zX{nNQU|{QZwSOo63^1!l=v~u_#Lr~Fx5bL;&H?t~{Hhcu*FeBV_tr*VjH=L%t>@O2 zC|GO%RlMK+RRL4+D!FrX#_z(_X_$Px9~tWG9R#Bvr`^f#3}3B3jbcLUqRIi$^LgMI zrtIoA?i6(@3%bG!Zpui8c`JhOH$ioQ#(kdN!R>KqG$iX*aU_f!=M)!cUm|VT2%^$% z-O^TJQ9Qn81Uxcvun2Ts7AZ$6gJ^LL?}J;)K_0iwgrG(2i1g?P4mB%9>R44d-K4bB zgcfVtZY|)hx(<>oRFi(1wh?xR z%~c+%Q4C)`l)~@Zy(F7dyWnaDk5YzaKGW^`b*{tCvKHRG`b<5|xyRGAx^ZQ9j~|3z z7E5A&nO8GRb6$;xCZ?hjhXGm^3wNov@l0InyV{N%wBV7A3<6DOH;eYlA-ql;RM68X zCxmSj7Lt>|soL1JB9i>rv5fJpem}XiT3gLG?8;!uvxn8Clicj}Y;38+Y~PZCN&+T+ zmX`3pkkTFeG4%Ys?{VIaXPthbECLqWw43U&(#N3sdER80b{_IgX(TcZSQ3TZSx&K% zU-2(2K?-&>`%R&GrCf7^=ibFm)NaN_eQ3X%C$Hki-mjEXDF`N=7a>$e0tCephqcYF zH1%8!9M{>AV>CUB24;qzO=^0?+n;9u-r*RAYW+5d^F`q8v#KJRUHTdbPE9BM((&h) zKJuvX8lQ=Ji>Q6mjWY(|?mk?CoP>O^t0s8c{-0{Z7p*v##$qxSI%o{Ltif>GIqOMJ zGW?fbt45opAI^5zr@9 z-=8c!n@ndd`+3QWoZ4&o#@A>Nc;2*-`i_P+U6%M{e!sP?4n}UW%*!e_yPTylaSd6$ zme+PZ`@Pim!_t0LRB$sP%k{l`UzsmgXZ_oi8i*={hFs=%ZGP~?47Hx;4GCxJLAo$e z;&t>$u%xx!LsaE0ELo4tsh*l{q;;Bo>q4z=PjRFy&j9l*X`~#E%Gkd0n+Z`>}OM)ogFa_bJaO*ylSYhB6==Ky0WfY>iOfpAh2 zHAqxV1m|kZa8~ib$ZK`j$#nx3!^>}wwqfBJJEZGJ%7T&hX+~`Mu;O7YWL(jF@unrp z7S5N9wyg)T}K7m`1` z1A?%US~i?6S5!liw4389p8`A#C8E_D6qL&95IKe$C}3-|TF$TJ9xQ@drs=thbIqOp zUJfR0RAN83O?KYRO2iI5gB6fh@*r>e7@1M!ArK(r2t7Olcy{hRqKme7K_LCs`>kF^ z7f1f^_i!-TE9zD)gzaT)!%JEHaVmtSR^QA!PU($s5-Exq)ywXzs60h#qjkd&B5ALC zr8ZI}a(j$=jO~DJA0!%lbAmBQTOQUvN~GuV z!^htJWh`2;^@2Yn`ZajR?M>y0*R(fdX2SYT%U#+lvHe1YL-NsOFkgEPdI?IVU!7M- zNzvK!D?(sp!EqQXK%Ub{N?`9&KAgd-k6O{F8HOgA?Ev9-z$wn}mI z0%IZV5F~q(_3l?%ECxnLv(8qSn2wnOOFNL^r;*uY7ZMADLrLBEV^F(ha>8U*caobv ziBdp5`?|2KXf;-i@%fU^cpL7(FA-`K+Pyl8vZ?-Yo_kt!QFeF*N6m`1&$SL~V~gSR z72O?kQ5Zc|`ZCVOldbfa>^{JHrIi8A{c}1!ocjYoceZ3Q=Y3@LzPzWqw$*1YzIM62 zi+3SnzCka&e-TVOAbhkukfG{J$M~T}3+q4Tum4&}v%`IPD)tIO=|Xu{|1vS@R|iOp zwuAVi=PAFFGQF9L9X?i5KD4(Q@0DGyGSuegmzn^0Mo}a#^3xeWHw}zV{{Z+wXo>A# zBBL|3Tl&7=@TTyGp3>+j^>OK*MmesKc=p2}1?;=5-OqEN97me(vbwuH3l^t&3rfbx z>5?be8lfb0%$T$j9X!UV{J5sAF1D)&@Hu@NOqKwAynx_!*mOsx`}3@{(f!kp$TUz= z&^WiJGCsB1Cj#p!MtA5B&Ypk-@^teyeH5Ny)ylEa)>Y0Z27dcL`lovva_-w{a)jSe zJfMs8te;=nW~lfUU6z{FNI%bdyTM!YqT>I2UEcHdS+LMyEL^0>IE61r}`umQPRDt4&VR$|4S7kC_FL@`nuJDLS=yEt+iy01BLY0z|N>GuQs~{~CF?>P%L3MGS-%@OW zoSO`V1o@COpRqeSBnd`NmrBhIsIWhBnL73fqHPX3$I7YxJf?hU*wsv8*tLf~g=Aai zpQRYhB-lo{$UKzx5YY{O!6XG@3Q>}Zj7mpx3q%*(-m))I^$qL@0;LL=;14x#MA;=W z!x=8-4Wj2yMpd(M6=;mlOu_M-3<>zgVFovdWZvw(tS}8EXJn?0Vy6NiNLNV&S^qFC#mR(CM3lc=cOs3w zXf}6`+E|h~lBqQhUaeTF4(HNn?SO!H*UafjXU7>Q;|p=OJ-iqm-3J#nV&{;oE+`3! z8}*mMSjfVJvS4%r=w4-)r1#$hCrnx`>ZUS<0fHhv-oh&U<}s6~mI0_P&eCCIhEa!F zTUizH-=YbXi8#W2S!@@kRl8#92y#!bq!)S2A46r4A6!wLi_d=+3luwC?_Da{WbYij z!gI>=gP12dl;!H^{lXO2#WNA=i=D!5SWM>>ov|Q_-_3Ru#nnvy^3czzcq*d`(8Xkh zSV7t-MTgeqP`KqEuLdW?HPt|xM<;Q1J+6C;{iViH8(YKGgb;djl%x0!p`OS+pEik9 zMYl?C?I$0!X44+epBU(BV=AQRGNtOsVQHr@Vz98nj&1msCeU(8` z*GQ_JumU>aB(AP2et=h9c0Z(!$t0b2pM=UVim!$WduLx;w5Yaali62s$H*IS3g_as zz^~fFg(+q}5quTTHgQcPF%`Lg47$X&K~y&Byh;lt{4Gr=dDJ{rkBu0;d6d#Zar%IT z&?eET-p}lFuS9@HH{i0Pv}vJK39i`20m}svaJI~BN(T<3Ax9uC)f@ZiPrJI>Tv{+U zIiWmHO&WX!`}%ju+ZS-(U_|Af7ny$*!K8AqY8na7v=rS&qoSiw@^j~|QIPGUD7}9+ zkWfmelQ{uAE~#rsO^}3CaiFUA4(=TOYV-)ml1n)g`!5^U_wq~XYvAOBz=s!N@w7%O z&P)Z|0vXVOdbRpWLJ0`i;T5(-OyaNF^-aP6C#VNI@Ua&bQL;f@t(YYm6H^2stVlgB zOqkLHQ3N4C+&|XZqf}$V1;;RYwi=w@@+)%WT2(5^1q{sOxwOs)`pjwP?-^MI|5VN3 zMsQwAxsVb-#fBp&-HW8!Fz4K3Q*uu)XT{v!_gv&6?gJ=GA%Q$aSxAtotYqAETI!&{ zEm!KKNCI3;+|A%n;m+hnQ!w_Ad^@B|FH6cbuvfb5$W*CIYq^oCn*=X39H+e$E=*c3 zymEF@KyzaCmtz*~hwZ#N@Ttwm@#`1}_RgFCK7@ZIkUJJG33UCkI1ibxV!%-;qtsOZ zfeoBymg5`>p6Wu@bm_wseKpFdpa{I!DFI?B;!XK9m20xV5LVCXnS-Y366(FmB0fxF zEmy{WcSs#RV*tiU-NXcPM4>_cI{;SGA?t-Fx0s2YFdD9hOmAK$2ml`lYw;DO^rich zJ~vxuCUvlTFebyVVKmBJD+-dxs&Y}|6Zelqci_{t7Y5fi2V;djf)-0ButUo{RDEy1 z!P%pPUnD@VP4;~F18C!8M?}3FV$f$+?H}Kx<-##6NxP@{=j4lk%v}j(a(D!ppdO<6 z_u>t|*=yTJY$V485F(&HTnSpH!Jmiqr8Qc(gcTYFd-k zW>r(T?#oaw0qQ>tFg6fuq=Iw9xkX5Q+}`FRKoA!LrN6F|@W-lWZ!VY|o|u+e7)Gec zE3%ujg9FYzuJk_ae36usw2}XqNl!w*hk6&76}~OzeWII8xEIejOCK`F9L1IP8Wkez zp&tQj)G@Gp2&S3e{DKj=L}BbTJXSzbhD^JSha7kpk-O)wOsk{aS)~~}o8)|cMXTZ) zy`OpKGPMZpcW^%T`!o;h0sQ`JLiaMV=HI4-3bm-NdSkzL_Fj=~kC(!v*;E(YtJSyG z@8W+;bk4l7JUC1ozPcL*Z5wV0)ELDAU-2pN?yqtl2Hur9xr~|N1d}bT7I}pEM7#`) zFJv>SVe2Gv60fWj|EL+XCw;-TSxjArCBaLXEDOcg3IFfF)l|LWh;w0D@)mQ@J?CQKeF=X~B_>a6ml%|) zGkgvoT~&baXE_2ZVk*_+ZM&7}l*XHJtFKnw5tZxIp@6DPTGb^SfJ>h_|MK5+%omj2 z=k?V^y-6pI$F)1&pJTyw*Ho~W@qzR5++;j3)bzP0;ZbHT2H!W&WxSw|Yj9(nBxG=T z_nw06`1!Hr`a6TFIEC1BeN@GcgI^dl!HQkmCSwuO3yRE)hf4k+GK1vb61_UMv5HsS zMmeBS#C0m@OrrXRpQY-h=qBr5)t^#vyuVib53&}5D2Vhp>dGse9aii0S96Ik%vozJ z*^}lV-w3|Ik=j+B?G)J#s3GltvoSK>h#f;Ize4!=UX?8c!d>@p0U0diE6Q24GUI|z zu<~-l1Q>vhV&{sI&!zaR0#W;Oz-ydT66O2YUB6?cgQ?xo}FX$P-;fESf&fQ(Z&#g{R_CPvj18^w&AeZlt#%}OmHy4BopI@-EqFDg7M_Rkxbi1x9WKlNJPC-n(CAyN zW>wG;7ZJYD0xcxNZ88^mv5O~9 zJMjjZ0p6B7Nn7XjM$(5P;rT8-#P^+xU$Na`HcNY9gb`iH0!?u-o>A30Xslzu7%3iZtAJUodni z*u?4oT)OzNsuuF6%&3K)=SMxhk^CE8%%{4Jh=LRb!O7c5@?LY4&<|EL6+n105Jpuw zyT?!^yV@phmuj%XaQz9G!rwT?40Cz(fdIZ-+{-S%u92KM7X~+pJE+XwY zy0b_H7w~#tYrzw79neTcQF_kZyW*y|WwoX?qU6dC`6}=M!fHE7o+YU5`QW03V7M%U z;_yKNrj7lQRt*E2uOZT>+Q?9L#CG!%w;8|WPHuD!5g08lp6NO$Tvpmcb_eMBuIZ4s;DS%X zx6$TU&2{s!k-z6LE~idrtH2WpLccxmMkYBAxYnj-N7#v=*|s!utGZ;rd6`_J0hrt5 zzh=V3(nj-yccyA#eG=FeFZ-ED7G$oK1^VX-XYd2XikpK z+UqpkLF52i;reTD*;v}b_}{?%;AsN5gCSCOR)VO3d&9$;NP1cdi8iIvp>kIzD=quYhDbLgB5`i0pVI(Z)`=q-F!NGqvA%=wOt-BVUnn$w*PH4moFER+6Zf8=PiI|t^{(*$TJ1Ac_3^$Y-7iRULb^fObg z-T?mfCK%U`NFg)auWJR5xv7xEW5H?@Im@e8?RW|IK7*W?;%)?n*xPhXEt_k9IKMpp z1n#Fg{DZXtYkaGc+Z}GWZu}&&$NZD|LmU zJ?=;_3yLvvs3W24o~yu%dvN|4d6cx$b?OVpFF-r7SI#{`u#Mw>I{A4iaC>dlOOfZb zr+#Qu6yb6UA_TU!(x3eNXQSsb-JP>x0ihq7$|vmY1p}hM$Fuu6ulS%w|qudfRZLMFI7I57t$ zp)iu8*wd+Oqvhehyy`rHYC!^6VB?e$(PgH$M3(&Q!kt*kPEFV!&emy%IxYQ*(5IRX z(r}`xtQaJb2u`t*4dcw43Hgk6+Bq6hnL?f7U{mF+WLxgjQGl(whRoLDf~Y=;9I*E@ z4iuRTM*o$rFrsFrF20&kDXXez*VRsPexeR@--lbDnD#je((B1tq7w`s#Ez== zMr85aJ6C88Wg&LrDIkD`IIuGlfmD)>(s4>>Sy?xi#If(3H*_K<=fUqvp_`B^S9WJC zbfx6ynt`R`e|jGI0RqR@nohTbd9%k-iwT;9$QsZxG zHgu9x1Vi>MPaYpQX8tSKKS{z!LIZc_AS;ic>P4U|iQdZI-nzT(G&Xm>D zXl8O$0wp$mGA?iBcBaw;xWUF!<@0 z%_{AuR>${~)>P_G1E+U3>F*6R|6B+C*B%_d8K?D#@1B*5)tuB|pn`t0IsJ!apMU;+ zqdof0w)_VIfU^&_)nn<8({3-KzPtMWKuiv2`tDz?&m_Qm%k?zX zyJI0w-`(He_}{%>fZh_I-%7mFK!g*i&Wv|o_~1dy$I_9z58u23J?QY&GZ_9lCjvY` zs3M~TW8ZkvuWU-QxA$dU>)j|bF-pL3s8w#m++3Ox@Kgp#xn2YO@>Oi!~1x#6UIKv)vZ?EE}w{cD{)c{D-dK z={3!LYp+|*&HJsQfwKJS?<7~Hueo!?IAJ8Gm9LcVDVxPilAOIkRTs1E)1u#t-WKsB z0@I|2wUh3>Dw`P%WP6X{XDhmb*|aq^sZ-qo9(HMx{av>g<1ax<-h*>2pT-Zni zBvaP?-Ns!068ogg=}>0;v7_NbtK0xTIrVU75@?3jmEZ4nKZvWL(ORUlccfLjiJO<4 zxhW6#&;rNfGtPD!Z)dj<7(W@E}#Dnn^*icH12$k;Q0AaAgx%B~($#h#U z?XWq0<9*kQ*?iD6&l1lUUvpbeuGuoU#V}PxN~D-A9|3>#j%g027QI3b133E3-w0Mz znAFM(nH={GVt|JmWHQVyUlAx-Ri`H*bM409U!mM$89b_xyJ8%ykjH+`A04t7db8 zy`@9wSAA`CouYaV!4uzwzbQ#oy)%ZG5^gvjM7wQ1A6wjE;5SqA{fCteJCZHz+({r` zK@jx=jrDlk%CJ{C4h8kO*tqzlkX!wDkZk%_spoN@o>rY7X5b_6+xD~A`p`;k4){nb zxv=c6aJVQY4v@@x*J&P?X z^f!xoM}lOhjO^RK(wiLg(LG5-2VI$ zv&kMAI~|FagP&)MLA|u&Xy~220Cc-Kt^6jK?>iSa=s^J@_Ijo;;f-3Q%<7Xu=MFS8 z2U>3E26XuXKDO<4Y0@<|vAAuUMsoAMVBC&jOKdwy&!V>^(+L4t_6ZOc#3=*oAynHo zkBpj%yqLrD=;n^J@J(6^eZz6rBpt3uKf4pHh&2Uzz$Du2Ne6C$?Pf#;Y$EUGg)<^v zsqt#_Y*lZbUqqUD!^{;CfBUO>;uqSXEoiWnE^PAN&il!;+2ISHk1Ma_c9XS1;y*KT z6msI5&QnV1ABo%kCG>WD?uxc&Tc2|zPl{yWEk11jT{?ja^d^*;H}!{W+&;IQm6iUW?ky$fVL&SvIWsZg{Go5Rv0Z{O zFe%FJsfH4>$tb9^b{bP;hk&PG3N+#?Cu#Z&y#!po<2(%5`Aw^yIinh>eHd%=TLCpU zE|l_Zo@Cwe{MNxCfH_=$Nhch=misx=KFfk;-AU7uLKJLVR?g-Fvh{mnXc`iyD8O#D z5%yZ)Yl>Z!0kDbw9^YKjkA`r5; z%ec*jzNbEO&`n-61@MRNSWm=Kz$~br>puS&t89YQyx0=GVWo7Guf)qG-Wx7@ zC7|Ne^ti$PZbvZll*A_)rhMM=u7Oc&uwjYT4cI~OdA5bOvt0)FgybW|xD0=BSKra> zs0!;fL0;f?Vvb`efd7*F+7nP?+a4!x;h?$l?(iYU&zcvmbfAGs*q_NjeXg?FL_Pm} zQuo!nQ`UdKMttP1e9=ywQz_0J_L_#ybly7cd$oI~%T36E*2;fXjsGO!PrpHRsq*vQ z!?DBC96kU{fxrOgi>;}fpMw2f3D5~~R@5D8s}q!pF^+qfxO9f@WmwKxkyv))V0C*& zc)gAeQj%?v^@|8wj>=T@LxNa`CJ_IiClzV^Rc*t^dpB86!?kh$5Zx2mI8Ud)SR{^a z539ltO_z|#6zCwB4)CSgD(lJ6et9O1%S09~b6{4eHZFvQEmmuwAkcPeEQPYSC6L19 z?cq$;%2lV={Lc>u>mmRaeg5FrG>M*3pd`W&rh~FPr0>;}$;EjQ^ zP7m#Khirotzgk@?&A`}QeOk7R=<}K_+{JN@TH5-BEjb$DAliRQJ4E8jUD;+f)dC)( zl>6xCV9}wVNHqDq@6&u&jS^108NXp}#Kmqof~GXGF5jO9G6Qb~-}_3o?NU*peA8>9 zDHemfFm4|c6how)&)dcO%pEu>i=GbV3L1~|WuplV|J21$NDEj8=A$HG?&%BF!Z8xT zE(ix>?lQ(mC?G(y77`V<3r5<5p3j3{o(CJp4C?rMj;czgUi9Y^m~pDnHFa%*T9p`8>|BYiRqhb`zc&7d#hz|IgNK8U!0$VS8i zHcmyTzR~UtplpfaA5VRXm>=H{oqboU5o4;9sg6-@%m0I?-&ciB= zt%^uTtSMT{s@Spru`{;`V*=ykuh`~Tt(p9dL4p&`+gV{pv>0=xN&-PF*A?nM$&~iQm1g zO1>>#s=Pu?oXbKia)*Vzg+1n4@Gt(uT6Wl&9ser`<00>HVq_!168FG(LMJGBNDebd z9%e}Hh;$L;O10PL)leqqbtcfqa-jL(do5ZVYDiJ^0YP zqr$W+BehF}0O_DVoudB|)6d1Nz6He&Br43^zG^RTpPA=3Emy(brN%P6CpsRpjhqNc z1OA=!HIni-z4FXc!aRB*>* zLBkRtYzSeN(FG087((e8<60c);ab5dS(SR)2xkCccQfra4&`JC4s!EzH#V;O47WET zhcu%L?<5E>HYR?v_c6G9so5}}IZ1C!rrx6q8T@87!=g3&>So99sNxb}xW3gBIxqvRkWZb^tEqbV{xhq8u+ zPK(}<5IKpQf3$7TV{92Z11T9gJCI*S^Tmm0#M1}5P>2Vt$djZM=ai?|n*SxtNT)KF2S^=XG1V{g_I@Yv&;TS1iR17~ZE zWh)(`Tpx5oXe9AVuLql63`;$#191^e0!T?AC|ExUWwTy)2nnO&jmt@OekpbrP*uc{|OkGP}n_2KQcWcKwF%Vmb7^qbO92^I)W?Ug3XX& zLDQTKXu%?yib+W=NgUyWg}7=~jcJ}4UzbEriZPT)vXx8Hm1{PR8&{TWVOZUy;GiOG z&#e2?QPI=DP|rncPsE&`5_cMZtX^`=VSd7JG;Zp2gaMCEi;9+&iq6bl&1?k&=@ANh z3ZJ2?a-414TaV9L&GRD#nBWdK!Nyy%;5c6MuCO4?NQJQTQA1f-U*Xvx;Q=DE#C65z z#%cNC@DL(mFU@4!*kRP!0bY`38Db)x+A<)GZYmw=JUKAGAmw8TTj}D6m*Wwn(0M*y zG^^P3r8pYITmE@Q_;gmZ&C~=Mq!NhjLPfGTxrT4b3zntgf{WvmgX@-qS2*NPtBIvP zYnIyHFck_fMXVSqZwTI9QB*2|w*+G_MWankgHbJq2n{_5_5}z%!^(k1pTifN%O|YIJFF+9M1jaK zxMczbfXJcoftryydNuN#@YwlP#7qMDp!9I{tG0R9<%{@LIuQQLb?CkxXQ{vM^X>Bi z=G$p(cQ1KQWInor#g8iQyqd-P2EBb)v`0(39aK zk;)k$;Ml_5S@R}l+G-IXabzHu{?Uf?BkSF~%ihHI__Ddnez2vAeZMINcVq0TZu6&K ze7`-GSHIq-=b=6JN`DpgZBwjBj)(dSrKfZ9wW#NDHC8omSudRz^qSAbXcNS$m*3tU zLEX3Ew#&Xmsdyibs_G}!k&d0-M1OfwZE>9K+nkhs5aPAd@g(sld|UL*tTwM~%}BKs zRO9-Ap4$`wjm$Ppk1T197rNCOaI>O#>O41W=1v;p3+Ub;NGvep^tJ1A@?vo)*are)VdtNah ztdEajDEVj@gklw#@t2Tk3-IAttY}@|zb1>;hg@J$V*8MK*c5B~{!Ads1#!P4+dbY7ipnpWe7no7zK_32=3=AF)3bT1Bs6+hcWSz^P> zH{)`U3gmj0+7xuLx<;N6(`IV{^wb* zy0EJ0C=r_t--qu}qo1gJ&$MjKOrZ~e~3>`&;5yAi^Lpg#ydiH8Bb z_GPH`&^^k@xX%D4+0mnArOy74cdOJ>qk5C%nAPrrP}Hj(I=7nIQVp4YZu z6AX{ePS&e1fp_+eel9}$rj1vDlgvqJVf-zy272^9-bRlLJ)6PS_O?4So$H9Q{WE*T z9C&!)sURRVW>+BkDt8UZdL1yx-YmYxmjc?PsWzJX6X38v$UIw>-lGq9{K)H$96`;2 zqdf0k6O%eZV)iUSU)a@tkltRg7l!?6eBo(*jQEff7vB)u+FY3|zE_-$CbDNu8u7E;&`AKc&NyTU~TLwu5-q>Gec!ZUd+TgC9^1k^h7<=57k zd$=G&`D|Y@t`AtuCi>eoxo&n{($h>Y752(5HrA%`^*Nu4nRMv7hZdgrci34mJk#D1 z=~H_qZj3>n8Ac-L*2$Wlml20{yYJ(G;JRirN>{i>XiV*T6|prvdLO#ETw)C5HUw)HrX}n$0KM-&DMHNRWoNqm(r`~)wSpeOtWQ{#z$A9AKrP~Ntq55{8 zKi$$EGM^|s4$1`0k#+mB;h*9dq6FeFlrq&D;J16syV-)Alj=Ts_)lGqB5(1Z8`nnW z3~VCIo)xuFde~h(_C@ZZ3~~`|esy^Nm8W@e7B1!9p0@rMc-$v3p6QjXMqpqezSiOB z8oXd?fnU$qLk_SiHb0dHJ0{4H)0R$NNJr|&C-R^P*}Veyz3x9oL_%I%FzR~E{Z=s5 z8RJ8pb$Rax*0$16^hsoO@bfXLAiJBYffDk`{<0b)ackKQXWz`+2KN)D($`FGPa)Vq z{hL>!d!5mL{qz-%%Oa@_fQ+aQ0-LvVakfI0*{g*vZ9g!%>YU~=qjw1FSF`gD1Sg`> ziJP~|oCE8da-uKLf9FA$%d!w$$wr$(Vx3O(( zY}+sFnr`|GW#>Y46Qy*)iW&x7NTkXgDRZpcg*II<6YXqmgam-eqyNWcd zp7wxRV=w4t_$C}$L7s{^@d}^w+8M7l>O$5>*wr;|Old$}*4i+Z=dh^dOL0>r?Cb`3ONwcERf~`(?oo1gO4PHij#PY?l*NV!giO8OCU18WLyh@z0Bc_sF}a? zJ5Pg$w;z$HLr<33KR6?^cL>UVE0fXfp(;D#{%`98fCSvKC6@FQ#z1(%$u6_CAt>{s zFl3_0W~Xa&6*Sf5ZTf7lqkBUZr5`(Sb=ljvuitdGZ~fx*Cg@xHR3 z<%=7s3+Hq3tNh0(Ix5$)hQI~W-&8h~=R;LXOFf55`3kwsB1wWoU9$CY1PTYgX%&OS zd*U00I7vymT5ZPwmaJPnzvqS}v)H_x-Xx5_0~_e<$KeVP;tBlNV`qY5G9mk8 zF6*BhYp*}jgBd3QJ4C~v&G>$rf?AU>csf{$F^bFiex{pP8!%B1nnj{;WueiwA#I?P zJ|MLH!PZg*k*+Xy^z7!zgCTLN;-@662tOQ_bz~+i0Z9^=A_pODM z`W3sGEoDO>4tjEa=cppc*pLmhHY_@2{3fCQ^BvC!GLtPEN%{MmZirLZE51+>AY)zf z`=W&EoFb495Sh)2ZflHhB)TVwjl$m@5&0d=09EsXY%o=oS0Haey$;eoh9tMfDsPR5 z(NZ?!gIegLrWCay6DDIez>@o0l_&xH>?slJ&Rhg|%7)OU4*wa|c#^Yy#LF7@_VNnXVp_-M{v(0%e9@X}-GE$Ld}zW2F*94)fRr^VE~^tc1X&{64S$G04fvQ6uApjBb8Gq_y0QG@qLm zlDJ(#Ga6w#h*CXM1{t{cke~Qa%7K8uRnU$l?buXkLM;y*gJS`kd!^?l;nsw&PiAQ|P5Kw>H1XV=ppwJ+zVnf!*b1e#u1G%qnezyI~HGd0E@#cWv?Rz>hj{7~3P7?Xw zzJn9}dBcTp1n{X1mi4i9n)+Q}>@1`B$rrY|r&Bx-sCQ=kaZ$D#+0XNO48`iWN-UbIAgA+|O zfjEAMc-cvjETHI8xI3YUYv9be0Rat+a?zAvgbhzBrri|{fuPWF;reGTKjoV@&Q4!Y z6F*a#_wnUZ7B{sZ@+$8Ey6hzh!84rQ18g2V3<(1@NEXQmnFwAciSr#=4A>Ah&HM4Z zupFxht~}b}(=0Zi(Amt05|evh$7+V{UC!ejefsJI$N=sVO2-kB-4sIAM0%>!clQ(# z5*IOi4MQRu#g1|I6DN}yZH;>HUVksnKf;hhf%C1NjbCyifj?$2kHrA0w|1kw=+TEd?-Jx>w1Av-8p+r=Y8ehT@ zIe)xE+P0x~EC`s1x5$t;XGWR`^fN~YV8tRPV8ao5VN!<7v@J z>eawqx`r(T&8=wGS3T-}3Qw8YlK3L)$**I7n-Ip@zO(O6YDJZ-x2oZ{Q-FFkT9cjs zCg*M-Lht1;U5J3cYz>2u_V)nli0Dq+MSfP3P}V9@`TvIbyV~goz<_O5GMGbwuS`Ph z2u*sWX{bN|Z((;CV` zizOYUe!SfI*sTzHx<6knkDtI0=WUg$gR(J}z9XTd{`l*&7OE_rSKp&W@V3Zm_c0(V z@U}hI_44-iPhpv8^KX9c7Y3t;pk5wS3ORqaq2aB6totj%=9A!yOl`VpbGF@9o|S_2 zW+~O@l{J-GAE#R}s2<%iiVM3dud1c=8yhpj7U}bT>ulb&{_mch(4b(LM+mHaswt4- z$_d$L6=J#EqCq>3-7l?csNJ2z5l=}*@ZmX66D_Bm?6wl2{=$?nIGxI0AOLyEnNC4~ zPl;czjWefLn(&3bRrHUwJ`vroEQ<| zlSWLq*H({4jNmAl{9HpC^-N@qgAOpd*9g#~14s(EaX%=~IB^P9*aI*~%Bsz(Q%J?! zX%guGFlE!jwg3zo7fFG#Cgmtgx}bCo>BN1m)532<$}lN*-D#8&s~9x&X~aHAcCo+P zswd<%0bm5uzma}h;0@I;0rmYQjKWrzNpy>Qm!?TNs|(Sg5fd1GQ~RJ1JEbDI`EKyv zN9b;Emxyj@mrQ ze*Bg|TixG&p$)oU(4uZ1bmC-KFZFjTF`QNf^(Xmv#0PZiLXSgDVdeRP%cL3K3VwSC ztG3g7a$|WXO&V5tz~_K=OmBBGQy#-Jv?be=y0P{vyB-u6%a3LK`qmM*i%uhRYD)UQ!(ltX#c~I zOpI-jT&WDG9!~mjUHuf=;=R_`KK zDP8tqhN>RYW877JQq#Y@m+`kr-r2ix=7RUJD*CZka~+u;4FVp&PXX|aW!O;Cjp6Fj z8N1ajRMm!|1PN*s7srF=eUtX1*;O$`ceCi#EzDgOm|%`&rGK%x48N}op~d@)CtcfJ z7g#@oglF6sYwFy-@!m(sP);oc6vPa3LZHeQ{zO`FX+Dc3k!Mf~Bgs*+ItSKC2rTU@ zi-t+ZdoFI7cPKbLq}axx%U*!K2G41x4wzLCl>1JE=G1=6AT<-d%yxK)@5yAzAggLy zL+oA$nYU+=Rjqp?c#3B`>lql^LSkwqyj?+C9`m>r`Vg88w-#-un>x}2Va$SWw(#j$)|G&0E0K{=I!V|$i&C>7By8L zK(M3$nvb`t!IB@T)x{>1PJ;VALM&@#_iGJx@>b5_?)E9DU%F!)Gq%sZEtVq0n6xW$ zMMSR%iO+Yh?G1U*d2e=(NYN#i&}~k>OyNF*0GK)|4iifWQ&Uq3mE^0Wqrz;Oxr4?a zb2CwgL__5JD82MHj6@+ZNn81g?!qo-`o1L_5x=EAx!MFKP%a&YjsW!PKjBp1pB-!N z-Y{_EUz3pA1X7X5s%2{>OmT0qkus>ETx|b}k<-|Wi3ML%Ot5l9SToTn9Rj0T$Yo7) z^s>V-(n)W7_uBcTHNkF5sw^{d1X(16VK`5(+?*Iq?G`QzoH(TcZ;>*I@~PoE4H;EM z9r6o|H^}F#T?=@wf@RNjlJojmoP)>gKT!gyBfTS`aomN-Pop$^*(+Ant$J_d>)MMsGbt~^4 z-_ZSuGZf=^dpBmWgJ$)$p9^MYyz0x<(KUz%hGmm33mkiiVXBdF&@)NO$KfGzC}i1N zzQsZke26|uP8;m2Pjr)RU;kIC6WN+3p%SP>14QZDSEE{+!2hB7CK5xH5rp0Rv-dxY4z= zl9;0Ow8HBJDj76+p?Xm?<|2*uZ~EC?ra09YQR(>i`=9p3$v^Io{;g-Q)3H6@driMd zl)Fhvz0U2f6or@DI<5nN=BOYf-SACDl`i54=7_YP$2vx}R zbl@#A3KZp7n;DD|NkCDe=!*_fi(0T*?g&uIDo+u|!6@aW;-YJW^T6=pal>Q^-F6VM4J;Cyhj_ zTFn#cWt4eN?lK$|ynu2OL(1n07{`B24uCPq`Y`5Ynpyl5Z?;q_XSD}-)3SFn>FD}5 zz_$iYnSY&Xb0?~gm1>#ksF{Mq$tz14h{lMhP+$*I1l9N>J|UGCLP5)A7taS5P(yga zUe%KJ%1neBwb`oqIf;ck8q}Zi8M;{Co)tpcn!HaGrM!_O6fJj=XB&PbJD`5}S2TH! za_o}c?}A>=Wej#tN z(6<&?!1&pBO%x2eOucVc$*UVKyhA%m63n@;W=UC8IrO6KyJU_O9RFR%{Cu!(Nf}~% zufQCbLQ4MgC(lzaK+?SQV=`Ykq+Uz!*8F=^sK8+U({4I4_TKlPuzx{VJ}J6S1qdx3u{(%qfe0NmxHf9&G5-bqyvv==e8EHmk@)9LO+l&lYb z*WAoY4<6dhzZV?9x<1f zazeA1&z;q#M*4e`xn$f<0p;dKl;% z!|G;sS%~}h3MERzP?hjz6sMw>-~z44JkJm<&!BA66p_sHh@x*Kn6V*cIavV>`WgBv zSAWlAjA*1uqcm{vR_=KJeRf1r+-5xU#7?7;t0LK?tBARSINF6+s0$f{apYXYNdG3a zvN5KDOGX9Z9;;-gsi!V4haiR=Pfc&krd_*N8yk!#1|@IrqHHf`^z0Fk8BOQv&Sc$5 zv!;~<_^ZhH5HF)FY_p4#h16438>Dc4F>XB+qe)5iUsP&}pjohai2r+NCcuOlL70{j zmaJ-?*8QC=CHNWP5c+1i_MhP%-BGM#en($@VUG-5#GP@*WN#um+d+? zuB(d3T_|X;)Gon&QN|| zdG1b7F{xdZ{0J9+aA2abFNG zH!lh?KfersU&CM1UkVKSf(*fIDp_y41&e+-GCHy)5ODInX!f4H^8` z@^qVWu}XadF3tOxpkmMV7IH(Y9F(fOc&Pbsb91FiwuW^KU6okpBb$F~L(aIjZGy$% z8V@T57yHq&-M-TJ^c{P1)`_jJ8+wh9+VYv4p01PNzwSYn&135tl{?l|p2K}wvd=`k zoEu%OH);i_~Sar!OAmdPl~UfEn|%1Kb_|G=Tfm-mp5EpkL+H|Vo30`ceSlO z_onneWhPcuh?hc#xlmgrr)2oEij5LeKPf!@h5dNZPsA%9G!RE@o3)aqVx7v?Jt>$S zdswE5JKfoFoV{m`X5p1y_>t0o0xeJ7(gZ_YH)lICCjnQWDD;*PjoV_=Niuf&+iiIw|j8_YBr9!VUEN+RrzuKe% zJ5(Sx)zy?dZ+p+buos7!hi>Yp`V=Bn`pps`Q>*7CKG`_*JK~NIw)aZloi(v!g%uW7 zN3MrEy>x{k#k*7we*2Waoz-u;e(Z;+(odX@yK(wc?cCBILOK!m(fCG@|NI6!waQ_8 zJ>CeH#7?0h%DUX8i2O#^?Q4*@2_r4?R@=QrS|~vg;mIowFao`gE7S>T^z<82KmT@{ z?3pRXytnMSh}^vP|Jb-NdxK)i`tWQE&|wMJZLsipS=YKm^d{RJX!Jark^6PVWS_)p z*J{6w{b$+^*_Tr+Ziv7-LqtcZ>T*G5CMCOjd^3dK`2FDK&f-0U^j&?!@-dPF336>1 zJTtt-6i1y(@T=>eujO9fvZBWIzxgQ%=_BWjxKMON?2vG(m^^89DztgYH;I$OYO=~& zjQnZK<{AD*LN@nu8}>VTsBAjR>Q=+4x5hhTMjxt1M%LgNO`O-EVww++gXKbgi96rF zE91JzzSc3MNaXXyN#ZsuxM66Hf;a$dMf=pOQT3fTB^?GH6t-M`{^(_w;Q^k7$D*n3 z50$IV&i%e8=)~mrWBsHfdxvL(ATE8Jf2W_gjhBJ^XLwV)`auY zs>+-nSfe6rb!reb+j&m9ddC+dT|3_Y;lss*6FySy+*;Iy9qb%Nos#9^)F zxG30FmSEoMl>87`;P~UXz%#=;b|2A9HEwGuz`jgYnQzK#d0s8(;%4CFMsp@W`>Z*n zsb#VPH8u2Ry8~(6GPA`K>!h&A^locbDmrc8uzAcEulqi_7h@fsX!Bb*y_G{ems5>m zVLt=bAZG)wCnz}u!_dc6su^9YwR>#pCwyA@%_((QlE5;pK=N$f|aO!1;O+8rud5}o`xV$7n1}l75uzqt?Cto+{pRwqk^C9&O1Osl{P9gCnIZlI6hGOR zw${;-nEeVG`$RD#2$dyGK4 zCOjE6KP?M;R8I z2Pa4fw>)2xp5TbQ4S~^l_!F$On7K9jLT%HX5?Pq8O@Ucr5N74gQ$QS%I-cFs6`gym z!KUA1I^7@j9Tjhxk8b}ed;jrutt2uWj!)QHL5d4l%BGy*6`CY!ecQ0}I_RSlpM7?VfYUJ|*J`1QA z=7ous_gDc-6VL?o=71&rP9HJM@o?dm&pq3{nEVC7Q{_>~-W88#+%pcR(O5GKKXeBD zr>wv;mzVqPggM(r!F(Q<>!BBvT7#uOPDkkP+pY>qbu%EMKy_(zMOOw|o&DJ^1p4{7 zSiwH1Jyc7dSjdU3dDB&vBoS%^`%b9Uh$E%&ZEu7A&L7O)d+Q-%uMCIRwqjgcch^e7 zdypFxT!Nkev_iDdFkV&n|9CmOhFAUk~gYu!rgPJP~sLvuLp#m7d@hO}c= zBaj4@$S)V2Xo@{Ue!2^==P#RrInydQEZNZbYOXH3OU(+~^|BuWFYbO71)H%3dCjpU zaSX*{$XI^AvP~nsvXM9Q&f8f!uYT=$ul%WAo4(g?O7TXqyL>^sa5k$yaF10a#Cu=S zuBBiE`TW~(57F#$oqbV(#*aM{$Rt2Hy&e>%z{SlZ=OzYb2f|F?AqVwD(|SR2tLzoYe1pA<6Y}S35&?>4qW~E?dXs6 zU$s|X;I*x}s}Aeq7KOb%aJ{#u_)5dtQKN}ln*s9|kHmtO-{|wH0qgQw}}^8|F;ZYBtJMyCBBJ#&|!3Xk=s#9#&e0=xY=++B_j-_bw*WR zDlAI2#H-b7)ue&?4(3|z#yEQ|S@l1&{St?EtCB{6Hv%GoBDe_xscOjMt#IA=<(B+V z>q7T-RDE2cb9ydTm7?VmOa#Uv8=%X~BA_VE-7(iJ9gB%upONLLb4z;kobn;R0x(lU z4a;t!Tafc-+uvos(C6R_Vs5}%1?E(=gva=gyJt=%g5wmBkM$dF^iHgB^)HxKFDaH_ooRkF$L zP~9u?vhC3G+vly}qN@FVAn{WG8YqCu} z**4BPj9DK0OoR6fDDDpsa<=`rWI1=!uWhVmUjyMc*SRz+``J(Z)Tj~@ zz(d!mA4;?vnh9e7!PFP5fORp1d&XE#nS@o0079|;ZdRWX{i{2O0wp^5T1Q#8e<9EC zDNnZ|i3^7r7SDV7vGy`&KOU1@gvbQTW`|!Iz-$m22dcTq$%;r!8pMrvl=H2g=6%;C{wS z8*Q{SHb+z|(5#WH$P=#a!3;xLKhm5(5ltfxp-CnZ;S`^IL;WGp$FS2x+hy=Wi08V= zGXY(saWapJJs8x({6rY6fh5vWYtn65R9xCa{6ou77wL;t!r+kW(Rn~bjKiOr{tNJE zhGt><6uAX(g^u1DbWLEEH|NkWN;JDGz1qcNd!xe3PE>bzATys0Sa(>UPB$QENEu{& zlMnT=oQfDP1Xy=22ELDSWw&*Wy-od!*604K(Z#ExE6?zX zE-Hu7;6$_!DJouXdl&3!E{}s=pWLty7{Ak-i0aMD)&fDbY(V-iupxxDJuul$9Uub+ z2tJehrAHMVsa}j2SehdrM@73rH4+vDPel&LSsvkO$jrCn6YLvdgZ zYa7?9WEa9eIiJUFmGKnMdmt$jF)IC;Z%3?jJTHX(ejP}zr|PVT?WzJ|#FX}CZ;0_w z^s}m%R1}v1;?(kvM>VLvp}M0Xoi#Su!?B^dn|2OSL3~H)%Qg~?F)o*c7kI0?jKyMH zWPoQ_JR?&pDtxF>KsPVuk6ls!|=Ovj;4S_kM{`b>zwm54)!+!X5~1|YtJxS z;fqm%-Rre$p*!!_AWd;WmPjdbDgl52k1AZdP`Nk6 zd*xZfA}1Z|g6=@+z8oj{;2u=h=!Nm_2Mi5vM87j>XH;&kZi9ZMwZ_Z8Z0tCJ^K8jK zMwXgXUZpZ6s|C>VFf+syO#_Y~*HC`Uc8xODqD(9&mdYPf)512q{`_plAMFwQPgQEKu|g#B*|e!8`CctRh)1fl-B~HU<8R7#^}RUa4Kpg5M(m6 zk?eL?Q3oebd|lYf)+Lolq}n`W-{yYF@VS-1Dh|)5ZB{6jx z^C(-r5*#oG(-Iis_$w!qFImQ7J$}Glcq?2q3+~YKLKmd_j1_ zV=S@-aqm|An_QCP3)O2TMx={AhH01HU|CHsAPGT9wC-Ul^u(wBZD?qh1_h~& z8)o;2a1+J2dN>x*w;J6klP7|Yx=MsL1|?gD#9VU}guCUIRTQoKT3_H;GMK@Wq~>v) z`_Hw==Qr!`6O}<55Ia`7%AuQdGbq>)m`qCF&$w5w3dUrxWXqj-`PZNzFcZ4g< zc*!)hl46{AJ=rXzSpY&#V&S(W8}-YpxGoQ%V{tmW8i9o?gq$tBe%4@UC%NKUp8adZ z<8w6ug@_FeX-ClwUM<=lARu? zB>je#2a!Gh8p(=c{C@MWMScn{ko7$8G!V1{o{ilDxxRon-VdIzkd6UX{XC(MLd!0@B0G1If2uIKd)^a+2GipNy^4|o(k?GD zKk-2IVhNdPjid}%W8x5rVc^Gnx(c&Os!|Agxv6u}XnmmKx%T>t!wl>ZY3SCnz(o`~ zJT1#jcZ#X9;xVeHREkeDX@+jcvP&%?m0F(G!e|JT$-Vv&Cc5F3rIV$y*Vv!~%ZVyr zC?*b1RbZe!8hbKAjz**kuBYzp8vD zg0OCBskVnQOcEE}XF&c8c+$s&h_St(9k;29rG2vKQy5!*fl&4Df}A~| zzqw1E>gEchBC~rcvYxh_(OzStA$(xqWg&y=)r@`speDihe(c4wFKsI%aTm>}xv-s~ zCk2b8%Z8erm9w65!3&7QQ>aM@?9f9eX7rMmMu7BHSG>YM7FeeFz;<#1N{o7Ua?+ma zDQp+;u!xr5X+1%tA&V;dYb`r}Wj-+2gp}S^;e<&a+VF+nCsIT$xE-f|$tfFij5=thHm79@7^!o0(>6W1qdB zw|i{|TK{}MQ6Q*1$Unf#g{^hpeE&=8dEcnL9xpIF=z{(a>YcB5VP>WkNpKR_wzN>? zTsj1p36EA_syWSCCbQ9WFAQ!qf|8cMx@HUQ6ZF}?^NsI*JZod=d7|%}^j@B` z-}nWWnBi>Lb{JL<-IGsV8-T8PpJ#?UEtD$!^L`Ic0)8wuJG%+ld2gM|#O+AyfmLt& zktTd4U~KZ<1vcDJwh=_WJ*4KL`oTdAox$QWuVc?Ka5~*&Vph<~=7o}s?@R;G_D(yS zbh4-RWA(fPy7(okMJq{>vU(op(sSYx@i+ZI1>80Fz@Qv)cC=4p@!}nOulAJ9{E(Gc5VH=y?PtuHq1Jxi`$cnKoy$ z8#*-1(j-r-aWEOzwfr#7|A{E))cF~(xagnDH_+*^$-7>x8FP+3cosOBrVbHu?Ia`v zm#jIEBU`i~|swT^5!s+;N1)EfRzG?!X*J$%y^T#?*?DcB0b$@(ViY zj=Fj0@!jC23g{tQh$?%o?C2<#j0pZ9wlPCj8^sb~(V1g%Hktjy3Fk+V-IHP-EuT6) zb<~#AoyXPX>Z3Gz3(`iH#73-t6#1L-g@6*Z7+Tr@fzIF97BR?7(QY7i^))ra9#(Df z5NO*!UOuGS4@AfExhiVp_{9e64~z}sXfYlk9*rNxjN+wtpn87( z5ccQT^*V~jK76~?Bgu+t21s#jL#J9W3+xj3r~|} z(eoE9&YV(-`K+}wQhG?+t5TKX1D{5?_{5T`CGsmgdFO{5&vLorv-3hlA8(u~NKlBh z=TH~7GVt{?!w~h$E{-B?7x+R$)~nI;E*-k;o(vxK9{ z7S9=JhSr}1I`$c4jg1+4)Vo2r{qDutQ=l6L6RJKVleWMNH7 zd0ZqvjjYz2ZDnhl398rmaeYxdsM$#|2u3rkuJwI9Z44nHM{U{QlyfPA$@J;2NX}Y|_ z4;8iR-5bw?hIeA1a+|u5N0Cv5>W|fcndN_}dDh)Eldg6I9TKXEiwer96}7Um&@r6@jwib8Q;&!M?h1ZGJu^4ld4hf?u0C=1&bc`&kl6nH7aqLa zHc)+_AOZ9sAP}Gdy}a``V8B}aeRrluZ{SPkuYK3io1m!o)B%uwkl7nt;5!7BzCpV< z(Ekx`pI@do`nI=*1N#}RcjCaE>D7A}sDF#mTl;pS&x8G%|C_<@`TZMfYj&r5<_4$@ zdMcRD^5t$|5b!a>@8$Q52#NOPSz$rP1>`pc&WM2Dzf1XH!y|%p0lU#Dp+ShbK!7u# zAA<2qEJm;27lOS9z3&<~kl-MFblngjFj%$y8prXhzdS@hZH{=qW?uImVLW{M$1jw> zGC>0dG7b-DPtdJ;b+lvCe{8KxCz~2)z#5XJm@aZj78AcCDs7z$iAS9V*~UGouo11d z8E3n5k}Bj^52C$qHHfDtgmb3-^tmlFrq#Et^+2JNV8D;!5);@w)OrN!{Mk<%h7nQ8 z@k!je7N`3=QK(aq%M{4(<*)j__@;m7__7rC?#RXrT4!=Q>}>MXiFP9vOPta(m5SRFA>}Zj0x@;-AF3(C)AKZE2q`)-N{R z@YR0u|R#9*y3ctF`tKaQ6xveKr8XGa*QGG04_^3%^k_Mek2 z%0Z1bTz%V9tCS?`28G^rx2Xt)4?Z!~JrAkJ07Fy>`plhL2Nn^TKkWIc27RcYbzVg(I@PdH3kGbD)2v z2?mF+tlFc{!8^t_7raM#hj*SAB`O+w6+B&K`03-S&|^9={+NI;IeH;eWj5^ujlPZvYL*7|U`sT}2RAW+1sLiEB7+Kzgq z1J_&aZ0yg%L#wq&Fv%v?g!@+C83vjdB6RoQ-{r%*u#IS6?eEs`F@F8{&5qpTd#89a z8~Fh%J7)LM%PFzlcqR~bgRQqYA^0M}x9ypf^+Wr${@lgI1$fn)R3Z54FC*x@yN?r! z?I`>>yT)?+t8`CO+-7O0-XHGA1P#>Uq8_lwrST`m`}O1FZv%a4cs%KWO44lO6o#;@ zk$aDPsRKdeXr3NO{dH_u?=?2>gZHr&8By2*3Q1f&5a*gK(LYPv4Ou-zIkM*>OD~@fTsrlfN@2M&>@(Z6B1=YjQreB}YQu~nvEZKd3 zG44eIuc7Ba=)#~eKMnAs9yywKze3>Xi7_kQEJr})`IXAUIC^vY@`iB7zbBCQ6$_2) zQGo%SAwP-S4!<|Yz)yu#oBmQB{Bx3IJ4^3vDD1wRMCMmZ412;cu=PQYJm;VVRr)to zg5~3=ZwDhxM?O@@j6-_N4w;-iS2zo39$Wx;#)cmfOkyEa#&lhqFOz0ey8%_cKx3-j zH$n!73cP7g5VC{FoJD_H==H2C@jt}mTyrF`3+zMB9ogE#Bj+OG{%AW> z4soNTu8JiD|6Xk&0Yvz=Lg=YkH*7NT;~m`GZ8snf^lC)+FwTyr%xpc*rtPv{b)Ch% z!QwZTw7^rdA0u&wQ;JV|u$A$^=TEX`L3VfQ1R~;_XS1`AKzp@$x9k%hg2i{sRSk+# z00adh{^F&-%fNygvMMu~nzPAEiLOn|{jY?c*tFXe3%?@x$3UpuV-?$5>`kAHD3`rKg@~xD0@!&#m7~|pBgTHjbWL}>ww#A#UKYI5-kA+reD}E3IeS30-TX<3C z8~r3T>#fZLcRe!=c5fIcr!#z{MVQZZWx!xp#f|?CA0L#{pG?0&Y$t#3LvBEe81Nh` zrH`kA@kYB+VMZ{Cl^4ULgJ=D)Hx>fv12NF*e#5uWKDY%-rL|p%C#Ka0#!D-8P-7;z zl*bQgTYDtxNJpkB8~=yrTH>3ndP!fS#ntL|K9R+J`NUh2>|J`gcW)!5JuM#$G?JyM z-bG&T(fgeNv2VQTX74WnB1F?R&x~u0Q1}l{AzUt)65f}(4ayoA^91p2!mS(0UTUjj z#QPwKK6%nxo@3htk-3sYs3`mW=6j*r{t%yBBDxxAFkDy5hSc@wFYEaIm~?hwhMU*F z%Z0dBgW~Yv0%C;CTi`OLylSnzpI4mWS$Z62=496@2TdXduBx|J$pwVakAElMDw8ZR zJk4p34l4JO7ieIWE%L2Hcw;rF9!ms@HcnC?KKa=AM{pH|%`sS{J*QeAgF&-x`g4?; zjNHylC^W()TiKIsIZ_qC2J}cfCl|@}Z}YR#+HPRo%C0~+(_bBjEEF_uF|j&9`UOwF zD7YK!TAIOaLSrJ%XFAfrx*rF!{y>To+GMbu zBZAp5qvqcWLMvJ87i}^%m1_By8>%{~6ST0c%O&mZT|3ZOaQpYyw(aYa!QpdA(!6M^ zIY77QExaIl1l=BL57G)*FpIxJdL4Cb2YpAH@A1fGeyU0WH-LiTO=^2GuBiXVFw*D- z$nfOfb1GcOn*8d1)Phwy5yAD3-fwP1ndF>&gYZxvL`KULLsK+AZSlBD-QQBUFA;%F zL;mpBSF+776}j11Z(ASU8s`^7T<(i!Wh=_93-n4wvfA{*81vn?;&)rh*5!vff{kJt zSIC*&m)&*zmRtShZZeF-G7H0y+m3}1>Y4k<@T~OW$tDbgz>HxCUz`SRaLN)(SeWsjXUzn5 zYc&wXik)s6e3=yfP)4l-hC2x>_@fju`RSy{q-c0-qrmXnj2|$1-hz1!X zqj-%sGdm2p<2LLjRTLGz-yq*)C*N+l!mcK*7j4a$Ghw2tqLKd_d{0FP`ZfmkpT z0jzCQ{#q?#a^S-8c9KES9NVuBLr|-xOrw0#KgL0@xMV~{x~*W4A(`TY#zZ^iktYS+ zZr5tAEsQrL#72@d|66_B)uLbCs?G4 zVT>jIfJoFgn*N2!XbdaFJ?|?^CLf?h-at<+rS7_ZyMt!j%lDk85VdX2DOkW)q-YAN zhAgp5Uv61PZpVOuMKa9=le_u1iSg<1@Mx^C8U=7dj_52Kt&x+XK}i?3Pc_iXB=K#L z1Tm>8X7<;CWwSV$g2_2w1OhR;{u-ZJY57jU*oRIg{dWv_Hs^eKzE=VS7@g`{QY~1P z%Uv>6Ov5VDI_kGtB-lc6SIK89K5n8-<)~ijs3fr(gMoSGMe35Q*dfR2F-=`0B~&Y= zWUnoj?;@OZQ|T|O(<`Omzm78CLw#pj+27P&2)dO}NHKAQE8xhL^YjPjMG8#eZ+s{Y zE^};>aBN#>19?t8!Ne-@7B>yLBrlRr((j}ci+NR3Qu4l6GSwMcYh{k+NbmH|7;5*q zrt)Q%4m-Lv2;AbPm^1Pu?=tU6Aix?Zkd=d$JURBj-T-?wcBIel`1pNVGkn{3Ax5{AN%3)}G^+pJ7ZwoZys@)C`dE7_P_qaeZqM)gI* z=M)pJWD9%EGK35eLm2`D8N#Fq!Zr|)?mkrS{<*qkmRH)mJ<`O@CjNFaZ|9NkWT=AE z#AJkIAU3>T1ls`>PjmJDyx_mlj z=sFesY^O>S;7T@-Mr<%npPZ5L)BMo*n9Nh7jUH-V#kvm`6Aq-;4WSOtv1 z92BuzE_AuGoDqbyaI_C_wNLZ8Z^Mpw=AGh>WgyBio0c$5qH!`)&!Q?FYnG2#+y#UV zy=Ji)$!S^Y;#}+D39$Xl=iO?f;d?|&f(V|?os{g3n^(&u=8Y=kx_-P|&0KG8jYh;M z0;cg`-FRa;`P(RI@4h!%6%k*>uK4@ilkM7n;hu5r{(x&Fk!z|Ftc2qC+47vjCt1b~VoWsuXn1?wy1ia0hDze`Gl)37sznn5?xU)a^*ce5W+Rmf) zFR=gYr$3NWwM(#o4o&;n^C0UOM3aP$!73bn*Z8@mu;wkSPf8lIam;+pb4htf#?@!C znFLm(1fGpDQQX8y^#8sR&S1)HF*31Bf<`gE4|d&3`M2>i0(AcuxAc*iEl-q zPU|U3avN_tRT5{8UqU$JRm)V=-OyB}g#!xHVT4@Lohj?w)Qt6}?S~-bYk(oQY`c6> zrMjKZiO~&4*`U<^Ii#SZxzq_m-iZ)zIjpchpL6zo7A(-kDNT~Ojw-cwa6)xM@K=>^ zxaZ}4jVhIctVg>UIzTHIPPJBeoGVehpC)PQ3U@d%UldU>qYj4roMCrSJzumnx2hS2 z{JU3&p;E!n<(pNfdzvC>V<_sZ?mdrRnVY4(-`yzEWWy zZ0*?;9bksT+n| z3^5r&e@LMK0U;VgMCw&jJPQlJiO&Itr1ION?V>(xawKY4=U;|=~h$`shoZC12pEOE&xsA_sWKWeekz*TCIerBH=+FdTh)|L_nQ1 zcH#NPCyEIHSb){v&6D4kP5VXcD-K6)J8fLIh?7)RSZeSoD77b7E}(z{rE%Q=K@Q-_ zuKJxf1S7rGS_eT6^9sFXr9dLvQTgf$4{(k1O#NPK;DPUkAb)S7t$?>uV3FQzHi8Ev zi6VaMDNI@ws;3o*f=f2y0uLZVC2QiS5|Rq)`tc3EaR<{)A2mRfaN8(Scq?>#0~HwU z(Vw3CSc%cTO)QQmP|GV4ezHPRpa7IYcvUW-cAy^mp!d#K)dFm#%NBtMK{lA`K*(p7 zDpgjIHxeQ0nP&#^M_OI(=NBPSewKYK*=xn1tR+3#f2Yf(hf+a#T$9TNo4oH=@7U*x zJZC+*vSr1;(X&$DDH$yNyXDW7y@%pP%aX^)B0>tY{msQI*@T(flQdRDGTzE=j#wUZ24IIC%a5v2Lpj^)m?0|8Jl00cwyTJih6B!O)KXI_xk$A(yqdN z+RbwHAa!RWBEhplB929CK_XFl6yN5|E`e*W)G3FL`Ti978v(BL47{zdduouf;klJE zJ>c(-L+n1$g5(CgIS9{{UaVY4`}EAStHv{75HUqSf{Sb{VQCdm9KFNg!sm7~^ZcWT zz$El*W8@ZtSZvD z1p@ow`NPX2jnt`@2H9rO(|&K|1y0s_(uRn(f5MjOa0L)VXKY1b%U{*y`c6LzmA9wq zd{dXB@OLV5$Hb>lb$oPXCmA%Jwc|o%U)2PgU%kmGKOE1FV3K%MypVkSt~Ixo65qzY z5`%~0iPB4axj+Ht9zh#EjqlOH-{H@T&4J1)5M*|6i$YlGAnEK6e16>8DH zg(SNO7eW>|WWD>NQ-w44Mu4@RbZz2bqOvZ`yP5$*al11y|L*D~O&0HqchuMs52>9k zl?f0+;_*u?(Z)bkuva2beo+m0PsC8}h0=s^xUyvvJiUQ(&@PzlB9$P5}{Edd! z*L#Oa`cC7tQ+b$fwyTQR9709(5dT(8mDBzsJKm8uyN0|1QPoB-;%lJrP> zqyjbNviz|Z!tZSl4j55sVu^f-&2h$P^Fe6ogp<7iGTXfSDnL;m#nCX!Q1939Pe6-= z)cX4|F*04-T+~J2BLuYJQSl|WVA43qcGz=f3Sc_kU0 z>QyR=;`oeuYA2vu6NWl1fWwRQSR;lWwRYMR@m<60(ZUcM;7Hd?<2SA28|?MQaq@eC zu>n1g04yvN=npbbK3R++h_f=-NF~s@lsz$Fd8br?u85&9u4qR!Spx(j9JanNg>Zfcvc{+8jUb*32QbELfJ3$l7_ogiZ<{SLZx0sb z61Y5`$WSWjpGqWQOjVECBJFBpuWVy)K7WJYO!LHw>$r?l;RLram}}D52hwxMcvSiL zt`(L?MnzQ8g$@#n60)?v;vV`+9)=jzoqlfwfuA`hyC1`o9ybB#{qGQ(necB2xG33SGTu?4rCJ58T7|tCP?4zJo2SU_ z%*>`nMqMzopsdLq<;>oTDkJ}GV1h;2R$E{D_?qTq!0JL$s-Ti9Z3kRQhq zi=BBfTu@S7GJsfg7{TS!Y*B^XaEc{9Kf2LR@s;PTNX}*L`dE$g<=Gxfo8jRe;IQT! zF1Q0JodYd!ML<2rJDWqUY)Ipy^Li2^3vt6>*nhqV%qRS8@YQU$j19Nbn&^P1^t9sQbAjw^QV zg+=0p&Eka}>4XIH)rN=II>qQJ`zUEU8<%y(Pp6J8nG`-v^@MygJ=d|G_9dSZI56H= zI-WBoHco9d2hAhK;uXt z2#+Ky&!$uNDV+UZKf+R~a~h9z(K;{>f@oe#SK>NXs#-aQW5<+Jaba%rnY=af`FUB> z6b>VeUX>QSHPaV>INI}d1k`f$q~mkP;1~p7Jk?(tD?YT_ST4RFKO%wYn}Hi${0|$M zaDLQv(bkC}ae877r6i?w6S8d(%3#BpS`$OHKq7_*mk#A5{?wN^Eb;6_gm$mYl4QEqZ;`GW$)n4}ct)~w_$1al0=_#;GX)+p10IUaJeamdgQv6F7*xll)~1LP;-m6|oN^!xH9i5e z|1XrU8jghuLAnw&<`Qj5)|%1KMxvtu;&mH~FE^lve4>n$<_IF=0kP{*&Kcn5Y^B$9 z1C;SeJ7UI3VM11-Dv8FYZ1aJ(!HvPgK_Kx7hgq;6!#LUud~n9R23qNi2VJTT&kt!a*idHt0F|klD!ICGPUoYEW zYEs|1z~Y1@hr@WP_2P$ZDp|IIWoNPl-I&bf%;C=zAZ}x7I1_9{v*MnC2D`wM9g|X@ zFUs8)*o*DUcJ!X0!F>geIdL``R)KFyE|e-N5h3Z<$mE^Qz; zcn}zz(Gvv%EnJ6_KZY*@hhgRWr=Zd&QbRGs5i-LNSobuvp7$^lLorRIWiaBJ;3p`0 zV-)-)7KkN&MTk8EDX~P}iiY$-d?!i(Pk}cEUCzm>mFpwKI)Fp3L0BO^n z=q-xS(t7mdX~iC9RhtZ`c}i ze*M>1oV&o%Oh(0ZsW(L0pDfm8o>U>OQJ(w^1NZGDAO68(-fL21zs|fv@BXDPVR585 z_E5Gh)kI{iMQlydE_jn99XQF}w0M{LM0j7?el@xr4KbwQ)VwBDuzK{4t?vU5;X}Pj zD8pR|EwoZG3LmN}lCeelRFGk)1)Q?7o(Q71goWu!sDk}+;`Rt40{ajwq0?JNV|C;r zpRG?S2QA|<2k|JP!gl8ont%&sD^ya+3#r!_Rj_#kkKAv-lU|H;ElF77=1F8Fl(0k7 znU+|b+u1Aee$&|WcP~aj9tXN{6-n3wIwf-e)f36S8uCzJ@3afL&;{+7e0N_o+T=Aq{0du5#|6D*Usl~WH9mVGh*>L{?V)mBSWyY{C8WOC?ayqOO9~l zpr5bU%^^e~+^{lzG0$NHGFXKD8iRNo3H=W#a^`@tKysB~D5bGOJv7p>9-6-6 z=B6=|M*SjGGyd;LG}4~L+?vcYC>AC>E=NFm-r9AZ=PE|#6KBbZC(NAmo;Ov+s-CpKox9PJ6wRyHq&&i>!-7HcyKREkpwAXF} z#qz3@3^qoWkJk@!2|jE5VjS-1nVm9j3f%Jxrd8`P{$cw2v1j`tZvShbh>6FqJ6F7? zl`bngve%buzsn`8ONAc9obPTuU(TN=gHeK(TV+X!gT&o+Hr=Xh0`kUhQh~AKfs}_? zu9v0H%9dCB0%zD5w9_w=Wtu422|QW5`%gZ!P&`_fnu+@hw=lEqW{&H-1|5}OY3+W# zFzF9m8_h;*EFg8T<6EQHP=a$3)KE;jstFrAG{2GEPaAbZPB-CXGv_geomR~|yZowM z3md~8=g)ibC(*45yeHs%x}-psX0sr!Ug2RIIn@XAPxw(mibpr%XdMxj5oV>u zmY>^N-M_xzsC`Ybm}<_|5YfXpei^`(Y@Xk2y)d7?QQ!5D9%qj*81?%%)AgSYOYW@R z?j|>l`N1gc^)1Czf1Ek6wH2uzT%4y4eyg$BV`@J3bX(PS^{UObWq&xC%e8aj=f%rX zr68ZEYzM0?6-l&dmq*#a+Z1cRqH>?Rcdef{x9(2{Ec<7Be$s_}fT?f5jW2Di!KTxnUc&IQJ=D&`#* za(WWx8=RzHi(fs4S+1vkC`9TRw|%{W0#g^jJ{x{g0*^T47t1$NzykPJzB_E2)?M7; zcEtm{7N2L!`v5Jl@ts?)o~XepUrF1&3K;)7pqnIVm>(gYzf#JSR3^uX(DA-my?<2ujf5I<3{$#U)`tscIAFAH7UX;< zp!REDrmO(m!WK6!u5Dl(KhtBu7MZR3T2@}O?Ws7_-0QSDilR)MPo~%8lNy#t1>zF_ z9eJOr#agFwigEVu?a0@pqvfDA!|HRX)zmLFyKk>1_+`+c?w!;Va9Giz4I#zlL)p&l z;W$~s_yC~8Uamlauo@#xTLX%|S4;tsfnJlX4*zWqtyW`AmUR4u)>V85xuccj_6u!N z0jJfSVy9lZPZ(_N&*c`$B22R{kEVx8f*UIknZxb4ic}DpJiiVsqC(U@b0CB`e^g79 zjz3C$kZHj9aWw=~IUxJUD!@ki*tm5ypq$%M8I7{z)2Jxd@a4~;VKcPAgZZ}cb1zut z-d()+eumyORs8tu@!*uXezym^5(xe0(tD^T3I^mXpJavwT1u&u1LDW;(iGggC0~QgHGu+mbBf~nl*}d7k+#SavTv`%UV=nkLP$0IF>D)z>+=B) z4O-z{A{lNH4MzAc5OAhYhrV#NLY|Ja9{@ZaZFrA11)pJTE6K1Q7u)lbP2={>f zjM5rlY_neh%ICQB$n_`O{f`b^M!U2~i;hSyfb=$r7dkWdmqDY?Hpb2T$$IqQx-zM@MoVanvUh{*#W)>bMKx-`0vx4@+1lY6QSO>Ll#Og*A+qViJ|b|n`nv2iS;e`ZY) ztsiW-fLpvwU=?}*J#EnWd&v9un8b4rBm(znSM?}P=W=c;*s+>Po{^hTu@PDKIotFt8y+$n+XTwB?p`_mehLzEP%&(mf#S8Za<9nhu8LNk zKy1-rP-v41iUUJQ*cnHF>||!3nkcMHL(2GMuX?Y4;mLe{m}M);;U+)kUFH_B)BsLJjs`Z2eiM=W!sOv_Q=T3o| z&0M9US#EOrilF8!SpAB<9@ZTDYT)n`B(&Q?Hzv9gL;<%s&p%C_N$fM?DNTknyA0x@3N=rr0`whFSFJCfX6k`smt=8m9J!qi``^b=*oG{xi* zmBoOF$dv0C_CJww?m*}+6$HL0i7aS~+<2roszt-YZ&AY~QKKz#g27}8=UzJJhMSv? zyyIxYzG!;>5q5(^vqtg4lmlIk16_auX0G^G1p<5W+jiZ3Uh?r((F8Yj!)=zew45x< z#Ho)D>1TfF{!EjLSpdASV=N8!H9!hp)*?~{Ia_Q_qrB&=yj-)~#u{rH-bg3zw^|ar zFI6@jE$mBzu44A~h;*(1gW~P67 zSp82UySlqZ)a8bcX|6?zY2{jKX#!OSMv)RLJ(?6QeF3(TqGXB!n{v6zx}+EjDT>E< z${5RH3==(7agI^=YNiO1D>SMJ}>1Fo3KMJIMYa3DVz zASN)NOtk@vzEA1F(jSf)J9416b_74*AHEH&6!gb@+nhaEUO2woqW64XnLdA#?gIfm z_gZ3pRPHU_Wd07b_~eBD@_ok7g`f_;k@s=L87~I|;+uXrE08`5^X=LyadF|^BaB_L z@aDq*oGp)ex8cP<^d0pDdHRQe75D!bSk-*RVjky`4wm!+hrDxyeq`<>7_3g7rS;lf z__+!N$sNe=4acG5K&f>WMY@&V^cpeTvrWL zw__lHkG!n9?KYq`7(ppZ?1P^loE9<5d;>c&Q2uOwPZ4iH1pg0U~#ZDW3h%WlhsV!x@JSGz=N=j{z1@wDxk-X z;KLJahy8&Zo#5A-hkQKji~up*(Ox|folhB}IHEAAcfHx~ePx)H;S$0)^2Rw@7gR{~ z;G?UWI*p_rgPQ4l(uu#hPJ_&UCRF!4O~GxFQ|S==7PThSFq3T*l2S#B@ZSqCZ@ZVR zWBJc*3P|TRvkJIlDwY{{py=4vI~}e^@}t+DEK0@FYt??X+0T(zoW!1@o$0m3=V~mv z;6X07q!lQaWUsKIX)Q(51DSBzOAoXw2(^gZx1B<9ew}nLrA!FPT2Jh~%}<3iHkIHF z=M1E9Hpy=^FovHTcQ~MGTeq70m~#G=kgasF(IY}!v&Qi`dC$mpFK2w(u@4{h$S1KG zFztB|fAZ&N@1>_aN#PrFIb735an%ZVDH>m(=YmPgjAsc81s~wWta4zl_MrCDy{tU* znHo9Fgo7m5aDOkS8`MR4uTuwN3=!y{>Ip>GyMHxZBbID;fKEz76i=`iYJl` za^VR&No2AHl)u7+fi*c^=`FCRp|)v6+PK^Zw?3O+2+c&%{@6BM_5oc$&2mN0kEAtD zwk!(E4JjlH6xBb)aHMRt`S^07JQ1v9I<-+(bO56z_@ZTNWlndFajJPt(A1E2PZiCQ za6)6vVQV6w73?EHDDMyYO4A*FK4vw&oFBw6$473n|N0*_BShaB`LrzylHNv(|!qYg#07 zNrw-3trp>y;w}tZU@OA`$gQ4Zr9(NB*E{S|)2#H(<0buf4zRNk%Ha)d*|E*dlQR>n zW@Y|-^1K3^?3k%JO|QGrOC_A@ASm5$v@q3nanJ=wl?hEDgdTkkHX$ueHmRlwRMAxv zJahqCZ9~ugg$@;Mf17Mv;X;(I+~qc7;-(od<_J*Ra*>D4Fg)nt!Q;%k9V6Del^J}NN zNRZUHbu^mdEBIYM(tl5abW=PPR0gBlTNy`lONOR%cwxr3{^oy64WNuNfS@Nu(idq? zJ<$#tsLWnb9|wm(S^Ue#5B~e6f4?$8gD`J}SP9={(B8)sGUsmKEmrJABcbAzks!oT z$L&j%wU=HH_e<5>@sUrmGYZp=rjl=Cc`x?$* zh6euCLy{9MaS;S(UJ?Ld(dfu^22a*6j$6P1vYTU zM7Kp8y;43NVk?W6ji~-~b5R-&Q+@ltU7o7~^dsrrN@`iA!myQ5+-{Z)PK0 z?h6wlW<3_P#Xp*^e$~xQ=8&;6b`>xj*3M?Iu5L?O@YC2hJ=$}wKGzjFoKoNZ4SqeH zjb?4V-Vs+;h3vY2W7=qToKFlUe9>I4NL&FTEVAr09xHWacT^YejKoLu2~(~?M#SyX zXi-62NT}JO?{DL*S$`Ru$5Xc6GRd6|kn+v#WRM$ZtI^}y)a8@^_DM+R)OVf9I2F*E z@^By~wTiERyU$j}2~@@yL!4~fGwdrK?FR|+-u7q~_W^aM@i@rsX_*;|xYETW6k0Fr zz=dC^4T08l_%+YEVJCOJcJ3u3!2hSPJ^bl`r-{qd!rjfbObW_o8BW)R30hy8YgB?L9S=46*|;C^0FKN@~)d$=MJ3AN!UzO`W&9&Nu+&w8-FrSVM8 zKgclgqH_%^ubrehggTEo|7VM$)n~G-rWw}Nz13l%^W>wwEW#UT;PLl(e469;qlnjH z5YyyV?vO-)eXK76n=s_f-`mGBOQ7RZFC<9{9(mq97&gaVMmgQa2bUd4yGly%ngEHN z4X29~{iK7MJCkwwl!QtGm!pBbOI5d~L7Y*-oGCGSjCWUDZmyQ(?(7P&MzV>OydEvyFwfeNDlb!2u z35`bsz0&m)Ez(DcQk}S)!@77qoJPK|qIhbJX55)O4kEfa$U#5e0DlHhq2BA0`i#(2>hkkSIP)V1Pgoq?{SVXmg(7+=3JT#1G)ChtxH4@U@ z=^3HsHgxLC63Zh-Di~0^JSkZfj5|U|CI-Q0BauR+F0P3;sm`!V_|;#lp_4)#LHr<-m}WC zwEbmc7?k3>{iB2N4%;FI|NTj0s$Qmba22L_cpjM*_RVS6oyovG{?rap@1lZx{oPpuNqmB37)%@Y z<_$(38xa~4FbT$#nT{F6^@X;beZSN1RR41JG{a51n||^!qzT1M9~`&N4;^gIX7jEY z^=u}rAoS-eJMXx8C1(o86Xiv*CLxXfDHU`Jh8BVPs54fOx?6+{wu3{T?FV6y$LYUi zWl#9I7`PD4EvkW?>}uj)KS4li#gyOS5Ud*FGb!V|r-5x3qK71=>`xEHif*d^15*ap zaCJf{=kY1M0ikBy%`_Ab+$%`CG?O~Itz)^dOae~j0PoMOW{0Ksc+Z+oGF&u1`&B|a z6MW4C2V>iGKseG81Z;U2BdUh8IduoaMe2!D5|_u_kyE){Tt+ukZ+v?ky%<0uRY@c@VR@ z_L)&b(@@JIWa%7B3*?OQrSQ1VbZIawn}xO3gI9J!^{<{jUk>?<60<~ON?x%zsS509r#MF9YZEslzG!kY&s*!AzA)V7IEg`( zJgR?1rS=lELsIdtbskESA42hmGPq`f(|DP=Gaa-VYtjxtDW$+|&fd^vKC)&?En((= z>=>L;z1P6@GTLDu{1EkZKretS!U(q3WXp`rdphxNQK&@ItUj+6x>d?nx}^ass*cvA zn3XlB=Ln4X*ZR;$ZxSdef~XqQ^Q1(e3i3?WPJI2GIWIjY@k#+*DFg~VD#sy;{95a( zvU61hQ9BwX`=tKhx)0((GGjeYbJA`E;Ls_M&Vxjljw^l~l1vJ|cl>w$MH`U_SlYz! zrBtx$yx{ixcrWTvv5pLST#GAy2&p*4HBMf{o-r4dI{;RHPTbDL1-&%!0KPj$=R-@F z2biCrMakw{iGHR0I;YrfX1f4YRw7&-6Qr5cFlPBeb)mmEv~K&w{6nSC{tARjVK7?h zz>+O-y~hxNWC0X(ZFNh6t$ahfGEixd8}7tlEQg>0%d}Po+{K?=p83ZTQW=!_!8XqD zKG8y$nl8Gtd2aAULp1%(w4u8|TD>>QY4!nhs6ps*O3s+bl}JkE^kTdu-r^MHGT{=~ zEG8VP`I=_t1K=a>ol`4kIrTw&=jv<7=(-Q8GkbZsd5Xb=kA|R%FNL4DMa@|5Zy{z% zRY?<-;ZX|RbIQ)*I9I#S#YKhC@pDKL$k@#^g9tbtG}Ai@|6-SCpa!i z`kf&%b5t9X3^!3>JKoIL|w^re>1Xb+% zdau)DO)B86dpIYQ$NcE>4@1Sl`Li1QhRP?zElPn5_k7t@iGr!`C6LnPM#puoDpcBg& zg_#IDDHZ%-Nu?*|jW;6h5$h$DhqNu#4Ocs-T$lL9HEwzyATLRKWkW+;wi*yZu{%HZVlu#c+ z-{g1ERwZKBtq3rmg^(iK_*>JJhKPN{K$N_CJatDroGFc-s{c-QGVtv?q)Pg{V7A$50ng z#DJ6>0YZzBP^%Gt)NaKVo6n5GhRYfxXRuD*$Ps) zCwD7Rp{SBYg^>|q<^{BZ$@nP6&mt&4WTRB%LO1N@`}c}gJ)A|9^>;{`x6xt>)mu z{44`V1wYcRxMefvpLq2mVv=aWVkWD0e6S;m$t$x2(nFr=u|UfZqYJdELQr9@G2UPh z6%LFsxqneYQ(STo%gHLfc)toVidqDNHrw)=z>AzJR-^5wCEj8~Rk`hwY&Qsrx8MY6 zUzqKYv-T%I843RSCA`)>$NWrCMM95dcm&azHmU(F(NaYWqU3S}^3czR;?T1#)Jog6*nVH_n5t+6%&!yj*jc z|FQUO((r@}&6Ael&EatbH?0&P;!)i|0Qo(;4Uafddc1qo?hh1i`cd_AvPzh~{ksxA z7ML>53VtsJ3{OL=_2V>8Ht|tWGbc(F187Uwb|Uwbr7E*X=nQ4a4({yjnoAit3hC+ zYH#-^N5&?jd2bUIx4T2o8)g94xsZh_S)JPMugCnQus<5l3T8ne?JdDA3;l~rEl&?cF8r4W80)ZIC+?2i54+UXlruZtw*E0PDu=U;RPJpGV9y zkzEgroe2sD_W&v?X;%RUDV16O_t9m5Ep19%eWV!r(cbGoeSz2es8jueBw;B`v1PZ} zk^^w@7IGbehS6A((mkKN7km!60+BDoePX++eS;wj-9sOVog|O^Wamo>KTs?C3-V_n z6mH0GQ=}k8G%qO7vEo1Utq>H^2-RK&>)Xu)}V-yd?^nM=M#qObi5cW0oz@wGg` z*&Z*z6UgQW@9iy_)VKLhh+bgyP!*+wll(Vi7^mg+@(c7}Q15I&eg3p#J86o=9I_Vg znu4LQKOUI2%~V-O)?Omn5NcuGS%_HTrp1Ejv6R;b$Vd-BIC@wzZ#>stmdF5bKJc(4 zKn=B^N^DV+jxq1jsz58*FBGf&3x{=(C_QHt_7Rz=2H1G776XD;ZU!3%MTUk?+Cg|< zBK9~61GfRN0(q06cI&XlE512h)5tt5S-2D?4nyP9iM<;yd4JS3IBRBw+7*1A?4URep;;-F;9wJv*wjeQkqxRkv(`bK+qC z(zNe=hT}T+LW-Bf#VfpuezW$>nx)oTeInk6F%lzx-?~yhyLt#F2TuPqCFVlUzLd3N zXRPLJYQK74DOjD~$xj9Q8F)N&v501ILkQONwtqhjLEeP>5`dro*RI>^PSnTy*MPm; zOer*=_A-14LQ5Qw+d8~G+Fx6{ds3X0rP=lorElPRl1U35yW`TfvSRFBrRBQ)B#{s6 zZno^S5boBM)uQfV#lF**J5L|hYovvz11Qi0FYbP;susvL*3Fuf>VA#%Y71Tc0dhP| z&bLrPRLbPYmIrhbiJ14|o^e+(1`! zcz;@ug|4F*wc&l^>GXcb*gDM&QWLl-^w#n>0?uS~S7t#?^lBfw5E8wqew5~6TMJ;b z+@Ys%W&UY2>|EJnyY*DjJ!{+Eiw2mwknu8+)82gA_BSFqclJU#1Kv|}2BxTtbiH}_ zjYe{;unCP0$w+VOt8Ha?ikSzuo+#aGbO~j*-EI$FdG_fiuYPE|cF zj=->==V6N03qKo)B=KMlRG=^awe9^{ItPP};XU)dG?zJHyEcNP`R5(v??)+bgev+8 zLtdi5P9;wGOASKgRWSJ*DBdTiA5E5JZw!{P%kTHsnL*@wlja0JCA{9h;P7nxe|=() zZIcTKqWjixW1hlAQVv80SDox@Zg;&6r9H0#8SO45F^ux(l2y;bdw>2qvo*-cPIBq* z{;5Y=D4wpTH?gvI$iUq`UO#oX-IBW0TJij`vrSDqNclSeT#m~v8}=f0d_j6UUr~)u zM1Z8&W0mlO9#iwK6SS3Gzr<$+wjr};i_mC^5D)tc-Tm{717Z8*s_MgFVv&_K;mR9W zT7|XuDP{ z3b=+0G<53P-cMRM>US%-Le$24Y8Rv_KGDg^@H`*Oa-cW`zk}D=!EkjUvay(qkpDXl zeoP}kE;Hn33$+?>1 z#2m!y2U)xZ4AMy1`FwqHid{DWi>?L7uWog%$!P?F4T9YiX@0I9mCk^&@wGeirgXCW zUYcaHU!+gG^{Gqiq};Vb@*E0vjcZ1NgKgJ|(S@de@?t4lV@HitCx=WAS)EVK8`xc` z73<~Y$$M?$+3D<^qCaeqc2kQ>yM)<1hlD0sP5&Z9!p|AEF7m`+#owW%%-m@PDRAOn zV$lzh`f93^QKHn1ws>^9lPPxgWDQBVLC>Q898U-@s*!b{p}$LT;<4#Q%QNe{=vp-1 zO1+miqLle_5~QOrCv`gIDO9r$UsemQzL%?vnZ_7MPISlQ7@EoH82k^o#Jvh?^{C$|T4s@QKQg5`RBill91u9kd98ynuO z1es4l1!-UqG*C1kARs89CU;)-t-6=dlW!j>yZ^PZ`d;|wtI7W#A52V4|1!1u=RBK# z$N$3yt8TRTUWy3_$l<^6nDqa||8Fhv|2M_@clNLJ&))A#FGKdwAFp%+y4vyQ1&1Af7U|(lRpyY}EdR vhjIOP{Qv9w^Pko0f8iI4{yqM0{r`9Wz#;x|4&3(}2owlt_S;7d2-jJ?mL}Kg-9*5+DEozyJUc z4SN&Rk80w?*O9AlG0$tL}4pP1yV91?(=)U3&Ooz6%9Td(IN*X5Id ze{$qZa(zDP-&s{m@;{CCU;m#GI9cmI{eRl1+yAToGyi|p|Bahmt$%ajfq%*cCu^9T z=>OOz7ZwCw&_F_c{^U~t_wRVSsR5xb|DPD*zZw7v)^6A>JhWam=^{HE6et zsO|RSjodGiP%BSxbWVF5ZYN{YiD4 zZKG`#c%F#j?^sjYR%Hd#3uD_~_^DNQQ=EBgcQnki`8Zg6xQFG3`5D=;A96^Tv*0Bo zaLt8^J`O-9x_X=Gno<=-IArbK%#^zf2gmh)*NRbW+nO!4_BEX-4wJn;&9g_p7>2 zL*a$1)6=v{rjRWA_bC)NR)-^mNZ`)tPyoAG}}rlIvq5=H%nkV|e?Xb$0W; z(B7I&UdgZf&_Dnt2c#l{MW)%xukBNOvMtV2Z+$Fq-GW_z=p=hjUh&x()#hqwmLFC% zGs7=s+E<9)?b+icgwh8ba)&SOoVz&Bo8Y_n(=DqEgHO*U%xh#z(Q@^IRpTE1_&y24 ze?z=?64;PyhT9RBJKc9bW*T!*V2*dItoyS8%2&mn;s-ZpM8QMR>e%Yq@PP?*AxrgRw-PmIK#5UgcC8+_fP~T?mf-^u{Ic zx*8V|Tw#77rhk9*x0?g0cy4;+_}15(XBE2Qb1brSnMK37Pc4|w|4@0KxA^v};Na@4 zCr3^a4d*wV{d@O|W!K-Q<7u|D(=#o4e>4-Aa&h6?U{%gDA-kTZU_*`w*d zUrv}de|1ngZM?ta3F{2k=@HM;$x_j`{N9B_(}Zs5f3E)9HpL1ocC=r_MfN zy_vGLt;SkrJ*UvdkBW*;|+9${PplMqxy0#_pp#57`&{sOld39Frx2S?71%?+OFv zW33OntBkU4uUVv1cA$ga><2X+4%2?h`6`)F(86M3?r6-h*;Y0?y8aA2uDZ|COg;8M z!7x$X2|Xc;l^Ymd4rx^l@Y#iD$m#-zw=S#r!(WNPw+FF#jk>>PcPR5Z!R05k05Qw< zYHt^JTK-Q}oyWus)EXkBvp$Cow!8sqoXI0w%W%lo%w@h-ZaJNs&dy12!qS(=okF$a zbqBj1DejW~b~%QNwnzzUkCr=xX(|z zP`2{xqt|3e*!IhBx84l(B#giLg-MF$uKNX&Bn3+mKayojDNW~SMF8lv*>$Qe9GGdK zS6nm8rf^&2Ictd#PWiXIx6mq!7>25~+v;U=SS`csr(L7=%@pe!a*W;fku@bZlWybE z-ipvRo2d1_<^E3o>9FMnRZWm9&vOAetT%UN9*S29amgD zR8u?V7Bg{(dDU4N6O=BQ{i5@*Rm+^DyYkA6;`F!sZa6NXSG{#5=vp09eyIf}r07?R zNHz<9Am!xZC5!7|3cg6F)GadyQp3_+C;rPeI>rL+UiS2 z7bm(Ey>`(_Fe|cuAUt*|dC}zyH#EM&%SG!coyK+!uCIC7eL;zL1}#C_mnTjgTQKnW z)eG7mnCRNA@4FOsKpcR`tR=Y_L|t>^9bwJ%Jc=%dnU+a6fIV3s7F!v5^yLjZCwLHa zEjKR$dWO`f?4zP^#?4fV=N^qFU}AW?wl2-MroEahzd!Adrn#)z%D|Mn>C>`Qb6>fT z1SPOt*CkmM;i=c3V_hb8Swo69@^!HZDo5eGre%~YF8A}@D#OL_fM(a84f?fc;# z&&WG{dAvo@gK{hS2-1xmo7`T+Mf%=>tL3+g}uEA>;jT zKswVv9|e?>*m`&4P9_MQ6lj)$of53f7FTMH(!?|5pV2gXu`CU%a6%(NAjHNfyy@~R zLg^B$qyVS8jxCK4$exN6F*xWMSuMtOCee{nCM^{YTN|id2(%ogwgIguA|Uo`B-ubw z*{!waj~+0T$b_9o4Bf0f!?v|!`b?U44s(cA5TX*xb^Fdq=f=y zwozF+LE1MxL0*f*ACybGWMjAcezmWo@v%8uE z(g=alS5Vf0(TwquyM@qhf+|MXh2SI@+J~1Sm?DDm#q=>QWY16jA=aPgOX?*71R^*l zzE71(Cxo^<=@~9lt~OzqaX|{Ne7cFgl8FSG1~_6RZ#W;_%%q6`^wX@|Z(N?oz8^S6 z8H~RlJ_Sj~>UK>Hh<^ZJD7Nd&rGBjPRCCyyFB`XD(KT|*@{<_AmUiasbjXmi{_6CPSMbVPRsn4!)gf~Ey%~}|y3A)r`5;E+Eh-MKiGFw{A0>!g;M$nN#VoJ;$<#~!;J*PW~3w$(U zraHh$IPFbGW)4ZYQqW!GsPAA%+UEvVk~GfDPY32nUD?{~c{@)Mq$FnGStrPzg3NO2 z)}oLz;+;30;jb9j--X%32Fw^K11|chbhykl@D&dFz_?+x$vd>??icj@X~mpx(|PDU5I2e z1}O{Km2LpMVQkC}g{D%Z;h_&o*)YQ1wPzU|D$=Beu@B*)V$$prVMsF*DGOiPXaK$t zJ!p!Mj$qa15xY7V%Ht$<_j09{3O!iNeKET?jB)j07meqb@w`5%}z?$5ad+7KWr0j9V!;d!@c?xw9$zjn3je>U}a3fUBSFhUGtK_Ksco*U}!PQ(@ zd#cd}lE#tWyCqeBg(?|N3n`#TU(g(O{2@hQ)!~2asbRweVo2>~WrIjvwz;>C2a<## z7q-AXeDHF*Q7d1QXpq{Tj_hVbx~(C70`M0%btprcCs4r|dqxaV&ZasA?ZS8_Y)Dhx zQE@ROZEIj3Sp`31G&0qYr3hxK`y_PfAzq_-7F^Aj`Db(OvEW@yrBgQIEs%`ognCn< zE5>O{a;1manyTE&2m|#zbYD!K(wQPh=k+Dgq?b62srm3~6!g1*n-eE}!%8bE(7zyr z?%bx#A!zn(>(dx$E4YqF3gIlK?pqPJL9Ci%RC&2bpC$(P6^FL*bPcr1dnHl=A2KSb z9Hc|>c<%6aWs*qwV|(8yRf7>%j_-iKf@*3h4@1*)QQwHA$V|L^SJ^TyPhQQg5|>Lu zQP7t1Dk~#ci@#{MQ@I%@qwnmOfglGv*Q-JkAkwz%;sueU<=k)KyY$;ps;#@1#p87* z*o*7-NWy5^9eb+M33>&0S#~9qBSfT?{iP_Nk$Z7Z6 z@3KaoG?cTfsYV*hL!g?f4jkag;C1hVBsA6ZefsIX);9exW}3q+c0*hi)Zl@SCu_uwOIuB;jV-Jw>KVWj?X$kobfv`0~gr6e}&aJV{w38k^BQ;w`pBSDLfJW^4m4oAZZm`WMW zc*ik`QV6d(R$aq^7aBdPJr1R_pswSO>V&{d_T~#GPL$Fi`AOqerV2b+-2s4}=&T)$T! zlE`>JOwU03Im(hV1J(qc8J6#GR-@pnk2UZ;jnypUAHEIxzgWt>=fXn`GOKC5Q*=&DR@1OczFp*vG`QU*giO;;m8sSl#Am^Lddvz)E6WC=onT?^C+X#Q>) zlu@(+f$)I_H@|$DL?oDqx*@%bg5euA3C5Er*p-x<%0eT+=jNaaqsrsf zQkFw%1(YOCE|NS~{RHEacNM z*vV3TWC?ojz_J;Gh=IwVSetpbW(2Q)O1$#vp7N3r1l@Z)c|T~#--_>q&vTUKT|yR0 zX^nT`cOmOhnsxV=Ti}pqn4hz{C5s7gZTCKx#kw}mR*xQ~F?qRf57Gmu-ac3!O3@^7 zU7{XJvoO+_hx-yZ(oOi~DZR=Kn5|oTf2I>uPJPP@(3<6x!>YqNb76Aol zSBGJZElTb1OytRgf<)JRpXuMA)$5)|hH~@=0a4To31A>mzu2EZ0NT*kQeGo5U5c^*S)WiGsd#nZz7MP<-bIcr{7ASF@SGx_g|r^{kRz| zBT)WTQ3riXCr$76cVr(E>A*f2dMAm%f#i4lM`*e)G}lk>Arw~I{(cA`Y0Si8{3txi zl1o2`Sq#9B@5cY2KSR|NeT=doXjrtUS)ZgBp?vt$0cVkf#&7Z%gDw%i+!_1rXCN#3 z92H8?yhCS3eUZ$eYEFGQkYK3GU^b7B&*~$b^nA4$;#ZHLkK~h z&Te}73l0Od)ZgOC{U0nre~2(77{}>g(sH_@draO4eZs8S;o`WeBpzBt76aE zV|o*%pfG_#_9IM%>M^YWO-3alF!~QtX@XVe?dSL21xBuMTobZAUN1R=ywm;cT3_qkB9UhX>r#))Jbby1H4-o!Vx`Toi) z_G+8-XiR>s=PEuK{KH&uGq$QY-RnL$$~3$$D4cGr7nDuGL|>dg_11IRpBA^*mjx%@ zzOTFFgI+&)iCne7UT4E??V4uW@eFQ6-3e40uEg09;7i&3BFE+MwgU90F>QTHsV=YhQ0 zS@n5&7`kNm4z!GFlH?Nh5E)Gi>0PRi+$=u#Gb^J=w_;liHoI|OY=3m}ZfgHSl`ALz z%f92{3dxN6wLtArufzd8uSPr=BFUIpHturYtLn(}{#0>3EKhr~0<>Nn*{gF@Y;$=0 z-K^xG+`cUQhz{1K56HA&ra#|5~MSXAaa9rpai{XCYU_{} z>z)5DqUM9s?&r^5|61~58SFZX&bzkW6Z0qKj{~eJqYj!^>yZGT_($@oiL1h(#?9F8 z83&E3JZBy|K|3VfcJl2?X=l{i0WbrdGa$On#N!gX&hct#K^yI8tZvjYX;605hwL0>Y`-tsO?r#)OjUCG<5L@xB`FblXNWNP+uf8S zUFXw{JW%6w|6_FD4# zhtT}BeB$>Ca13gC1z2Av*s79PJPh&yB~hd?H4AXsQ4{;-wEet%b)_xfm`RiIb{FJD zcoux!!SGBAV1BSQH~3ITI9MDw`FWZ?KkcNQyH!|`n#IU;@O#4Rz7C|siy!UH zYIQKU*yQNh*CAq-r%(X_{-xhr^wV_I-PZ^>pGMlB(u2duU%HxieiFDFX59OLv7J8! zrO7Id2ftI@WnWLQSho3wfM|An3DdZC#MpneH5peoQM+M72B^;Uoe;O}IFgQVu!Du(oAFl2sG;6(2ZEP?Dq1h4BORK2| zS6=E(wiT$hZa%GYP9ul?RxUVdFWk*&q39;qBa4a*hqW_9-%5;dqX*Ay3i3zGbt|np z5fBx8xBr7BL$>u`gUWeBe)y8r9!G1ayU+Aa{@hxvEji1PVv+{dBsqG8vM+2JGc2Y3 EAHK7!zyJUM literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/0003d2eb_S1_01.tif b/tests/data/biomassters/test_features/0003d2eb_S1_01.tif new file mode 100644 index 0000000000000000000000000000000000000000..c2de35a26ece5ad1c6644f00531f11932aaac33e GIT binary patch literal 7353 zcmai%d0b7~`}p^n=dm+(rhOEe&~%fe&S^XpPJ|;uFucAu`zwZ6q-|O}L{`Fn!^}L?9Uy_po$zjn+dWB=v9eHaMzKfa}t1NOi6zkN9WGC0ZHf9Hq< z03iGyzVrTNR5dQEb9 zCK>oUM*1XQ%|!mQs{Bd*yV3vc{~aMFbN##jw~e^}Z~d?N|5X3qZ?and#KHl8r;C`( zVRE7WwM`Zl0lc9j@K-Y@p90u_#{10(`0~uZeMtXk0LWUKR3JLJK{h!>b~-pzzSK7e zbavbhsBOHj)S&ll(VjXE?KMwTSBdfg%^y<`iVL?>OlE3 z6S9Cn8g;(9E#T$;7FYRh^08p;(2i9Oi%&3u<{q~)Yu+{kd?4J>`EK#Kq{!>x**T@?{-=SiUmtI~m!mJ(~Tk5;yOwh#&naiztmCEGx z&qgR+=YL5KM;3Z~o2LlS*7behmK~3pRW|hP)c2pkmtR+YnpkdHe-ee*t0~@yl4I_2 zR>%`p=h$SAq?^ym#IdYNrM_84if5WSd~L%h;Xig62hIIWIn#22*hkDd3|t=^0BvYa zJa-SZ->xyqIjhMrMUvlOd>~b1+WBBxJ}OM{q`Z}-GZC1HGRs2Pc-Ptw2OjbB+c0Dk zE$&1&rii`5?>ih^<^1rsg=upfmo5CXCzhOf=;W}N`#R~p%v-dVjYjql^M>~l+x z5C6&Qni!KxOjE*vn5O$1k0X0bHbtoC+Y<)9WKFY8uRJx(%=UTxX-7%=)`hzujNN`B zoNQqwFY57Ot>C4<5o8`pEjqdmW3A`GjKO4wL%#zp!4|)7 zjnyXe_!%o9p?UL~l0)dCUq@ro#@hp9z7Z5t(!Wj1G09K6eCX8v6QkTSap+KglXu(B zF7l;+Yp(Fj2dCY-qE0RDyBeRl+SM%nyCP=_t8Z0*5Y>F=%bN#Z_ME%59;rR+y*_1# z#Viow(4m~&S4a&7rxc5u5;b$2e;=LLQxHY!KVvhCh5F_2;FG6L{xAv9j&>xa8QRv2 z{g{85lKLYioTOb-dTYkbq*-5o zX4TGTMV`4BAVPLu|0CP?>WUBBFeIMLsMwY7W=q~#3`h5^O@1E z^SRQqu3jyrVuY5w*Ule{Fxs(C=!;OOX)~HS@=O|rp&a>G@BsmG}#~P-|Tae@TwLrNQ&iaQ2mDUCI_>pbpJkC`o8xl@-XT?SJ3S61T-KPOM4+|L&aEfaK7^jIg zKXe%6i1ji*e|B2dxf@OwgZJ9rTysesE~=+K?F+!7(MPK)J^ZI;`K7FH1Q)Zm5MK~& zw~;Q-yNjv6Xcm6Il%ZC`)wBH*$eNd%F6&2m#<)KQCTr$353cbLuG#6mDwFdyChQmOS!j8NZL>^2EyHHbz6Sa+ zanXA*O+I0k_*2f%LQ7xy=U6wCbMMZvA??;z9=fJp&PRT*d>ybE-4q#m-{YbScH&lH zL-JSB*KB(!{RL;E+iJXQ>2Gh^t)^wXNoey-pyar|KibR-G5z}9jgkON-S|_(EOT~# zyO1pO;cf45v2jDo&B`j&2T{P>`9n&fJ5W&6DN}6D*fIA^gR_N6b#@@3BMx!H?Ho|w zqlkMDZVrrWc;eDJ2T#9p>4tu(7`ZFreTUmzS)0B`wsNa_NA^{{vkkk?dKD4g$^FmH z4pMzSV(r35xD7qB<@L+=OlMn;Dk{#}za};|n#vA1)t+I~^8k$;Y;t9XKv_wa9=Q=(UrKFFx zx#B%@)vsK0WN7)+yEkQdG>`9xKXz=N(jc*Y6QbaxJzMjjv88a(b=WUWe*a-L@S1BN z>Bf}lT>Tcskj$B?ZY$~3L!G9#{mxUASi5g^VLanW-ln!1GOp_0@VuPgiC3eZ-jZDr zpi*vp?x-PqMkV|yzi7Fq_WeL(PcJdzeJw@`x!?Mwk?7UV$&1NC^xM`^H=9-HtA>{~ zY8V4&-u=*sGXRlYZ{%z`(iO9g8oLG_m&I-Q)RG z`K&K>Kp|F_Hu_Vkcfd*B{_xB(PkY|?-SBn*>wfi`!9v zY8b5_0@~?R^*64Pi_j$@wM&q6bBsKhXlspxPvDIVl+u|2tPj#^$|o+r3(XNrs*27>Uq znR&x(T@s)9X_hJ%srQ@J381yEqE4J`**Mm?*3N`Q)-AC+BxK79(1*8=9-+Oqsj^3eV5L1vW|lYs+_B30rEAj zCXF1OKhSyK6($Si*XITG2tX|*=(!u%#gT4uJ2cFdb&0Qka#y`WOKI+1038m+SKwsY zy_3IJauy4r`o?k;$c-Kn_^C&*1x3T~7_;+$H!~_`d+JR2hK*h^B_QIE%WUGW2RP~a}V{2CnGMo((+S7A+nZ2zuyypCxa+`UkDl00TytQJ#g75DYCqyHoKh>M>vaKa77=KrvjqW0fT>pnF0sG@k(e8^ zg1}{DO=8etS1uxzbHg)O6$ikm;KxcpI>!2I=@Q){ntXQ%dnHefN3qw0z_yPU22-IA zOAl|S!Zs3iTBvG-3cH6s&P5Gx35!n_80x|vYXxvQXUUmmx|LWpV>!D50k~l{-C7QZ zP=QV1OImPpI`YQD2+&FhUy3-~Pt>0!v0p|)~=-)_SG5~Z^xXlW1!4HzpZ zPe>5lk25@1h44gh9`ds!8l1^Mh@uN@82VVmW``9Jr*o~7iL`Ge$4jJ5LT~n43H#uT zqrZoQN`PvU%~7kQllMT?s)BedK$m>p7^C`$mp+Jjq892eBMUNPwH7Gtnbn+pqN)=0`nuhfu<3eew@X4uFx6+0mMVy`wrPk`@|K`Y2?`mPeLF>JFX)Ic1%bUG^ zi!>D@E!$GK-Bg-`TAG#&IZ9N=le=^Iqd&GL{v;syTf4Ok4N*{dW}B{x2DqniD^SKo zBJQmeV>?#$Y5UR^i8KlS<>3x+KS8!+M`1rkCPs2!?u0-z{CsEk2*nspDg3fa+r!gz zs(EOUw3<;xQX5U_#>bjao=BF13YDaSj!f`IYLN{|o=)aDq(OQzbTF+)Mga0qRlez3 z7bM8u%?n1zYB)X1cN^nNdsY(nwBn@~GI|nBb#Bz2Et%S3B4Sn+FP&-3Cp%|n!Sy1& z*`ClMB-n;3I=&ZlcBwk+VpxT9zLE`YV5z2O7u7H!G}XBw2YSKLc<1!Av*hoPRo(lv zRy1ARe%>pA(Skhwem~qsG0Zv;IzA8ZpjZ9M1zVZLxLln@7eyvA#2gIcaiDl~u_O;v zAb_B}VjGMTLj|1Y+?;(#7e_Jvk+P9e{ql`7@fy#=VWBKAn!Gitz*@|Nh6;+~ z>01*E=OnQ7(!%2HNFaw$oK^%CAyo3Br@1V|IQMH|v2G_yw)+VGBwqH65q9B-k;PJ3 zmxNU@b%Fe?b*0h*6P-h8ajOaVf)dtw6zbv{|2p~4dnghu$&s$))TzX7^mXH1hMMg^lc<&06t1h1c6mPG*E3V%z&+?2jS7^dGWDP=;vobP4Ts&yRo z#_GOu99Si~Re4L-i|-ND%+(7uH)={+1+ur;zRufFJQ0y{yAS4SEiktRYqiS+h`~C+ zm{=7|EcspspS>wW-;^TBt|UEN&r=s0!g&NuEq}YDURuBdCH18?2>2ws)S*EYijiGt z=$AJb8!_R&jk;ra*Tqd>Do;JoR2ojvZ|1wMXjbLXw3W^M2_#h&H+;(-T@s+%*dk2l zN{4B}>=t+g&@H?hUc@r26qO#oC+#7E8}F4~#DQ&s((CtCRct_Wzh94^EdIouR;`#M zo%=x8WpeJ^gLCI;KuVkN6;5YQ5Wa7Nb7?wqd$Kj z>WQ?Js=4{(XuLq3N7%8k8!BLHuXhiqNz!QSyv!bLG+O=gsVJWc`g4AiJTfq7{8Xy4Hq34%w6Xy}LXP2gMo1MMX3BC4o+Kno+Z*3U$*klGQ_?f1{% zYLubjdBnI7tYX~$1xrl5#kk1nFSMJ24=Yf{FE1mV zB~T5s*8P>#ifVlR>X^R>&cYrGdJV-&bPHcUgIETD6B+YHw~_@<9TX=aYIGMT{O7vh^_Xx!Fg^1~4xF_}rGQEh5y-{-ixZM4-kbUUX?HP2x8Oj}Sn=zoJ6X zx>$iE>a(<*Z2a;0c)Y~mhO6871=1N>0}dDC`m$C`NX#1*g+1NqOwtz10I93N!C_$J3EUcA+WfL}e*@Of0^&M;{8~`b^;hXbaVlj7b>GR{DXVXwy|(%; zy=0L|Dxn-qv~BMFqo+Rj^!w!exQxmPdb=j9@ufA(s&?^=kY6zytI5XE>t`N2vHV2) zJ5>E||NJt5i>}OW32~e2`m+#9TsZv2QZqg3K4xpW;n9on%Sk*C)>*H$cX4q-O_!choS13((l9`2lQ>_tzzyrq{{} zR&#(hkU|cq*qc-b-oY=N#`j#505Z=X)i3qN8{Da+ScQhizkR`=l5X9f2I z;dP{AA1CTl_GMJubuiT{zB@ixF?7x1L8tlzJI|r?og&vWd~_Z~RlL>h;cMf)h00*5 zV}Lkm9&_tn?OMJsqO8TBc(ejhyYNw$!O2ooG2pT}U*|0kz+hyEz%CduW66?D0kt7Z zCeQisJ?x`#=2Xqm#0cz)@yC(fF9TkwdP1Zb-q|7Z@@A0kJT8ur$PYTi_O853P40bS zc=20$!9X>W0qr&z4AX+?cBh$~N;eDGj+1Sua$H3A`6Q`sjdtJ$d@XjkPkw@&l@i%2J#=E4@g{z^j!^yQEAZr$^~>R` z^{kR#$UxJ^4}=DjGw|2O(G|vR{KS6sN>H=?xD}>o_bj^ytTJg@+ow19BD=8&uz5?` zJoi9yTI2DsZYHGu((`%6(-6kz0liPGVBYhT*>vOqjS;7wwdWuk`%u{Z*3KI1Je^{dlG%pKO5=k8m|}vozU$c@-_r- z*(0S)GjGp8r`a#MJ6dF_89tG(9%E3yF1GSbjx@Euwv@t%ba|a~T@;-heSdX=ov#8c z+%QHbt9IB+|dhCAvOlC0m?IY(^~t;C@;doAw4?N z`Ag}>{FF3Vgv)g0OkCQ}&26JUXR0SY9#e0(&p!9T&AXkB4EneWA&qx>OF;>u&8^$x z=xoE;FkOwXq$WM;#^wsd-cefojNDA3I=Z(n!B!^we;hZu0{{R3 literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/0003d2eb_S1_02.tif b/tests/data/biomassters/test_features/0003d2eb_S1_02.tif new file mode 100644 index 0000000000000000000000000000000000000000..8a641b34091c13361b84caf3acdf4305e8466e79 GIT binary patch literal 7371 zcmai&dss|c{Qvi!`~B9`Of%EW9z{v$N>rMuC<bqag7{` z4mpLHq>`LUq!ji(xg^d}3OT~BbH3;IJm246zqOvv^Lee$UhlO(Ydvf2{p`JRr8z(X z0DuDkAQk{;2%0hQe=%l;aWk=3Glu;yj-O$|fBcVz4dVXQR?IZ?|BL^lG5C+68Rq@h zXQ2=PME^_c^dDnp`uNT;cE|88=s!xlr$PZnDN}1dtJ)J{+qAc z4A*ATfPcnFo8h`l%)hfLnc;s5>%aOxEpR5+f9n5~G3Wo+{}=xMy8o-2S*?G^A_D)U z3(n*)GtvKv%`7Ykykdc*y3CoY0O8+uzA>3poB5B1`mYCotetVCMyFzBGhJk7`~&6d z-TfeY+hjoHWK?KoTwA+3wRxq+xWZbrTR-y;E6b_8HwJk|oUJ26aYIvX?Is?j>>N*1 zt9jnm=QiOQRArss)WszaB0oqR!)>nRIu$R2twS!YGSVNZ!THXWr9Z(OTPw3s|7;Fh zK)jkhm)G)NVw>!uoFf-49$k59YrS1pSMG*i#~7la1+Jx*7vJvHzr1{X4N_fbd<$`l z)V$K8IT{vO*Jx_d{1F?aS{3B4GF z-{W9eJ*2xj#5Zi)@N9B)!fDLj{c_OB+%{W1dgw*vIdQ=2$yM;9_kI^{P%w>7wSECF zpN%0jhgUyqu4)-Tb$ZbQeN+8StSX!xibu z#HbbHcboiE54}icfVh@aX)$4Bt?^3GKE-lnY=o8}j!iq2Pz+ks%u72d-8SDd9qw4+ zIYH(}WlxxNnpQ}+^xCCo#5`ZTh8W+G@cZs_uM$amEt8P2)#R&ld3xPKxp&(2;Emps zE92)JoBT->m4l%hugrq3*LnI8w1qgoxDl2p?`OQ5m74IYr{7UsgnmGP%6pgO(Z{U) z=IVgck$C2box3+=YZB0~K%zQM5x8frYSod_g@K==TqcZ%%O%k zv=zn5KE3ozx!LQ?P1qy0KmQSbu1_ekZ?%n9pIGBikZnAWd1y<9VRiD0FDpNU77lC; zb>%KE-F&1}KDX^yIMHxHczD9-sbqB`A&sPebWYwnvifTA>5NwU+_T#;bC=3S6VG9= zxq{Yu3)ZZ^8ZYI-cQflEGx&^!kzYNU!jCs@9olmg-#2`{%=OUc#wg-IB0VZ;#CDxw zC=vIQQF;OOcBzSM^_>{C)uID2)7jIrXiaA=tTSCN+1$@R)xNtc4s3rIIk|7{Wm*0P zcmE}LWIBO;d?fY zp0n}ng}F>^*p)xehX);hpNu=_Ii8$uW-vSXhet{DeMwaRY+P983pU4n{oAj{Wp3(k zKit}Df51SX2Zgg6N5Zi3&f{k890c-6kaFZck9#4|DJL15=$7z;% zI}RT5Bx_`+Sy*fR=ALq=v@MnyE|$x(s&~*^yz>Qxqhh*z%nqHF3x;8*7LPn}bM@(L zD+}K&D+j$3s^diT$=o~M@3?ODfw?Y$E(bjtd9AR&*eA!DDJ`6R(s3I{8%bT!K7?1X zj^|r-u1PN(Hae+|G1`>j)YjvIZ4s#oU1%W%U#QZysa5*c<|`4}*wtt3E7;po4}X^IEeG3NCj9)4hwtKQ&!v8aJ); zyqi3aSbL(}hUPuLgBd!c6t6Obq+x_vg6DX!N2zPSj^HbkG?2_lQKHqZn&+8 zm)MQoWEQHN=Y3O4ROfa5A*9*vtF!7{PbIUz8f})zzFuDBwJ+6Y?@t%BjqJ@2?ho{g z0IH{Oy)4o<|Cr~tHV<=3-}yegvXVA`UmXG4pf~6lN!H3LuPu7FmY`W4brCp0OG!kB zd>rXAqxS1E8aF5R*zP+r9l%>P3V?;sf*S)Y>g6oxS6N@6FP==hmrCQjIqo4*S$HUFX=h z$qQMe>7;^|_zCU+brwZgJMY7?mHNXn){D*xl6&;tjwN0W>FCbGm$g^%*aP!l_S{^S zQK{&3^$Nmu-aFE)sG|+kEFvgNt!?(l7=qOSuf5)xw;-lnOWx__kJVMx&z!fD*W@EU zPv&4NvwGy6j`(lFlg(2H^?&nRMd^9PuD^MN)NJ9l?Y`qIaHR3!(!32>s)=*I$`XW{ zwt&&@KO9m^Yy0Hw+lj|_{Bpb9j_~B|Myw){_VK%ppfC%KT%ET7tX@9gU@QM*986Yt2Znkwb1Qqwu?E@v=7zOsB(N_lJz`nEmz4p>r?B zhj`OI`qN&D&GBo*-O_ZOwR8i_wFdV>5lh~5(+QcF1fWt0G2yW{GKd!D~ud* zqAen6c|E_$r~>%b>B;Vm(v}0>qb`odxSKVPngdfwPCG8*Sbf0XKa_y-9rn|jPEg0^ z{^@jq!id>C*r=+b1Fx@t_Ks!Z7skK$Qw8O2{QA6YBz0^VO@6TOBibZO)Z2XE&Q#CM z*=+|3Ke#q+&32ymvZdUEaC67+Sf8tl9e-$q>d@G~*Lp2+0q7r>T_C8XbKl-jmFT&6 z4t(`7an=?ze3rS1G0dd*I$)CVgZc+CCXln=`7U|Zm~^_Uf~E70|J&JXW=pU9cvEY_ zl)3-;t$UW^iY{c@bqhbG>fRTfM_G8-rH@#->(^T<4Oiv&<%hSK)g8&y50|{X`D_3F zfwo_*#a-3nXth)T>EOw;L2o`^wUOE_!9Y!9?Ey@o1rc3CW7%L8TB1A~+b!d({OM!v zIQSW$Me!_u1{hDU48bFtxTqh&J3=3VMTJpBX}eJMgIJi%M7CqQQ%MTP>cYHg%{sni zFN&P zZ3kGx3KcVe z4qfLd@@eO4-r;+?jG$1K_L9+|AqqMRj2RXy3=9*%%0ivSprWRg6|;?PK+vq zMN|lFps8x4zI=*i52Hvj3wlE>GBb#7;3)4Jb8JPbt=JC^#>g@Za?r%rgQOE>TKkxw z)#S_TXTwMJ;l??fEs;<()_TVr)D~~O+f?BTuFf?5kjz8v%zU%-ym@A0d?q-1u5UR< z_JA8(WiDM|s1uqOU0`dL@i|xKDOEhp+j$SPV$C$$x6MMsC8L@1IS=^?f8yoA`ADJw zty|zbA_Pw0irz1TJOIdHVbL^JgCk8~Efx7<`M6~-O9H_3-8?I}kBJso>zVLp=5=MB zHToM3nrq`{k5RYtdYx^h$p+{#+hQ+6%?U=apPga^)LGf}D)ay^%tZJicmW=Kx>zsH zNOzevk+c|P04UMkFN>vI1nLzmfmj@L-;&}Ap7sQ@_vBK=G(`?B?X6`2l?D^n95lN~ zP=TXf3kluND!%84k_;i8lV3j#%n|K=zD(Lmgrk-fzazX{?>svY0N*+nPm5szbrLI6 z+{9@eWDi+b%_dpBp0N&ml6veaE4WHEZ5x)wiIiA zTF&)1kR_5IhAc-aK-rHK{t-+hUsw|5E^QEkME8A$ zy0UE=Hx_bfyTK_6@{C_vvmMPc(y@1}YhZ)Bj27LBls+J6gpsA4Y#1Py_U=@a^R;t# z_8}P6cj2ekyEHce_(+t&Bw1BL@B12s46)#_==CH#+C;j>jDd0tL1Ijqh@~Kr7aPYa zib(3^v5zgea+tYz@oxA72p^B*xsi1##4^t~Bwi#_{=7br06s9d7Pd#aodyl;DT}15 zj)ISO?^TEx= zPAm7)Q(WaV_@yh&Mc~}@eg#Km&$18C&|m~g&rE(CSJO`ACuJhF`bc%WB*^CH^w(l^d`|qeT+JLk)y_PA3qeca_utDy^Qf{f2Lt<= zs`H%k=lN1I9CSFp{2f{TU1&d1puEgLcm)FhsLbMCCl+c}5wxC%47oVC6uU%t2(cDI zu0=sJ5(C1Lg~iY&gM`J!*X@bgm=Z%bBFGm6d6uB3n7X-#g914!OIAWysgwXf?9wBV zAP~)7vb#*lVZcdc11ci?khCPT98O`Vz8x_vVQM+Jfn!GyFGKY4(V%K0MTI2c(lO~L z11<5`ktRSHOIvcgLeVVH?5h~)=IJ=J>yMAa9Zcv*rQr**8fGQDtwae1(50%NDGKT< zIr0ORPKlI{;G;An`7ZKOJ&mFWt8>ykf%LTIj6~BD@GFAS^Q6F*t1-~~&EX`vv~8(d zo9q;Mspl!AhzXoL9UQb2`knbC>-vHInu;3*IexHJghpE~T_~TBTcAU>Hy|gBl1-a6eSo6sw#b%@%Jf1VZlksg z^mI$8hd|z8;JEgVbQ50s%bki)f$oV=w7FGT3xK(;L(zQAq+!$EHqBA0*0WudhSQwl zH08FV=72o>ZfLoIas?x~ssnn(MCW!?T;Ql3X+u};DLM@_pYIK6CCUrjxOU|=|dwo4){0I$@3xdfuMDMv>_0S?!h{R z^+DEj;A7wMNT#e6IKKO_g2b1OKYpr`fR^kVnf)38U5yAHSSiKu>Dy;$ z1yQ#4`GzSRQY3o%1Ce$bsFx#^G_GtD{+S-C2qnwp=rafhc(cBn{-I&u6)T6uwm8+_ zyh?}R?~Ww+>x+#Z`5V3RmC?X5zn2OOQN8@-GX+xOIr^-YAzMeRy!IB37i-tP6Sv@y zKQQ0#y+aldHOv3p*w2;k!7O|J7c@(NV*jdq$AT8{Dkt8@m}8OD_s;>Q!g(x=ghey> z66Uy6MV9?JUL|5^{{|(-9~3MArG9vB$%1ou2Nq9g_OQ{QNr{`js+#u0a}xQTiv)ZO z3rq!qu~lK8qz23b;h*47G}YeEk~pH$mUJuWGm?WvmrR9a>8Ud4w+g;MPb5`GzT7GY zk(j?Fr)GYLa;s|oMm;E+C11m?Pbq2GAGfBZeQZhFw1$O;^}b0Sf>ME~YVaG{E>I?Y z4;$fWdJD=reYwD`hg4YZE6usnGH=$y?e@W*n#~`$ zW~=9!6wmgu_~P|TWi`R`4A54?2)9#S1t+q*9YsqkyV~4~?ohG<4=k*nJp4h2dYyID zza4zgYdg3qpoZ+y@Yl5sMk(2gsO;JK1(yeUUfC@_-(M|f|MHn*b^J?Qqch>nj{ARF zByWCROZ(Z!n3!%t-e8~SclyPJ*5OClpSF6Mb?&sd{N-@*>BSXYb2`-D7rS-i1p50JO#sFi3{#6i<{KKhc= zF>-@DFTocMD}3O0{zl_Xv3oPXyaWkhcDp{*uJ8_xY=0oXY?A*V^r!>yxSs>~7zy%nRvMLWxnLS24HiWAoF z8-~tH-AQ((YsRT=JzLBsnLZCyj;yk{Jf$c)ybD~ zX!vE&dS)8iF0gM)&tKTSM_NXF)vr$z_vb1D)JnVzy1%J^*oqY&v`&dokM`|5v4d{9 z`rHm9NclW+Fg#u$4tWg3uPnJ{)Ztsva=7Pbjtkjt&(jw@qta*V;fzQs@5ToUiuCxG z1B9(?q6*n!C}u1AWo``G)JDN?WYbsDY|*LGxw#ydb2svaw~j9g86E(4MREqjt2}Yd z1fRnsV)Q`i%VFgi*47|c2IVH)jGbSJ`JPZkebK)c9!X?zSC2fAMeN@etejd*73@D@ z!PhQ2R|7PY@E6`HSYs=841)ZKT%owb0(WwM&#&~?1Fl#9d`Yek-xZ>%SX-KO^FvU1 z2II>uzR8#O+OhD4tvkkssHNPR6XrygMNvM9iQ3rl{+7-S=EgTR}KbHELLF z8a4jS=%ntz_gmxp3GT@lRcg}$LIV@y8hDO3W=*7yZ(+lEdL*rxoi4&s(AIuBH9F2W ztMC{}%34j*uHiIC&zYCnWS*`b3dOgF(OeKfVEI5uXNNkVoeoB5#m?I!sztZq>Z};9 zKL)tQndKcqQs&QT8EZAop!w#c;@;kgS@v`DRBvuf+_r;bkNL)|9XQNJ>(-bB^W9%; zKbSg($%%L_T5g%jvwGk_EnK>6xHCzzDKfF`4d5i3I#(FW^-ocS%`)*`NKsH$w2$FH z_okwv)FC_Y+`>7s?kQ1h>{^CZv*BslNtzB>zG|EItkiOw!?E>-IWjwo*@Xfwm=Sz0 zy4f7C{jE&Jcg);&z|yrgiCoOtjMJX6*y?r9z_?*{=Np*Q8rXeww|@ko?(w2I-EYAZ zgI)K>DGRltKPptTEeEf6EnU$+$8h)My|lV!=kUA<$q7r-u5Dv_t>tLd?#bwbz$2L% zYrAA~PD*!7i)ETVMUz5Wl1q`eEmxgj`}^jS;Ay>x`$96DmgF-kb4m;JKNVME4i=tW zHP_pZq&`#nVC(^&@U!)qRQpBr^HFP7bbILAeyE}xs=%7lUBQ%+VE^rf^MR>3=YF=; z!^qbAn-|U_Ain1xMVpbEoq}uBA_ZaTtw2})82GX13NW6+d%JoE6)}_cjUuczyV#3| zJ3|@g-*0sH-pD%q;TB02G3Nq3RZj*J`ggFfF6|9WN(hy&eb(sDQVf0w+e~ee#6y04;SQGPVAcBogkK`JR2O- OE@`7TH>9SiRR0GLJi1~4 literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/0003d2eb_S2_00.tif b/tests/data/biomassters/test_features/0003d2eb_S2_00.tif new file mode 100644 index 0000000000000000000000000000000000000000..0c46590e1f55bcdc36c710a3bffe742596e8c6cc GIT binary patch literal 13169 zcmZ|VdpwhU{P^*WZH&$Agqhh^5tT9wbKH`oDCe_mm5|73&T7jkAtXtqw(d?U<$S2r zRw0$5QmNF|Sy9f1O8u_g=6-yCCwt8G-pBR1Jj@^FwWqW5GLSL|1j2woU_}rZm?*#< z{6A&|U{(dzJ^^<{`8pJsVe(nF2MvaR6oI2M@BlAgm+jH`AG4KQQ0KGgr8H$yZCgaz)tC=lokaHbL#1kzqIzvKV>3;s-};0Anu5C|fh6+pmKHNOV@YQUgR>R{#CT;Qu9*uRetEQTxB_pN%au{fyh^5%v^#j8*X@6J_B^SR<|JuEW zTFob{k@#_BqiM(Q8U{ zTruqs_=|-0*q#2G?Y()A{VID;M`?GWuO}oC&aO!#cRoh&sTGQp$;HkXo3bTcnLU@I zyT%HHhW9+Gu38p(+-Y2K|KRKEw(xT{w`mVNS9F;ke>W0EcP$MXFn^pq_JwQ$n6UQ?~OhHrFfM(yw8A zh}WS~Y{7ycH2Ri*-pxNr?q=Y*a`h-%k$s8ct|Te z=GecyXq(m_$KnrJ=VvUp&2Drr`{*AoQ6Z+}gdX`+abjoGK}tt_Es2EihgMT4o)73T(D?%TgRU;AwJg>Tw78di|obFN+a_DW4$dswMowLXey*Vizd zW#D5p{Of?U^?Ts?rmYxa$K>@N$KL#22LZ2A6psY0g5S;(oKI_yJsv{p7y}RPu#QW= zVt9Y-_1z)nvFo30A5Q4}T@zi{UbNxK#K0!^zQaqU$mfZqJ)tkAvS`|BiF1!)2d0C+ zSRx=Nl(Ho=C&&dD?CF!GA7?l3s`z{`)GcK&^~A~QufM>O&D(zM{?Yp5*IW2Oe+KOx+f}tA&NOm6Nq9$6*B_ zcP0`kZD8c8583AlLr|w6_WRsni&RFBfEU>~=b=~Xt?5xFI5xQLcVD~A(ejc}reAnI zE!xQOMXTm*<_UPoev`G9-Gr@77Y!+f-tnTJ_&y<4nJ+TzTsKVGdMBxf{l~D;QLa4?>C6VnanGE%jf@9SUh%U^)63kA{r%P* zHNzOsd#Rfk!?t0fgLwX*j7R;m_Ma!gDCxf4ZtIb(a7QJf!$_*?exkz{F8UPCB?xA0 z>v+Ch^B=G62f&ik=I7_Ar*Q{LJlq@5S(OH7yv`o>xEi$Nj=|@%W)CYo10q~IEe}B^ zzMk;Bnz3mIXenavX5rI-Jom43XN*+Y>gl~o&mGyDF0h^=_Flc{{k75mB7P@6pJVTP z5gKyIJEsmlazuT(ZA3Nxa-&ZV57yotbJ@G&s;|}1N=Nk{SLol{d|%FnbS8tyJ}S5T ztdX3Z%%3C$yY?5a2wR7^C1}YDQvU{{(4Fn&^~|9~3a_lgh9-p#8U-4B7B`~W@m!A%UZMC(i-nprC@?R!J^32EeA%a|iu=8>AH+68@ko!Jr&NxPr&gFe`%d1-MrD=FF*Dh^mfh-|9f%&6}v<|HYlpJ+VVQq&+r{8B?MR3mI(Lb!a z1Qd0fyDm+vzpl%Fss6U>$KfEYoO_H-hM_@KWp|7nl?ah5L$9}$$Ac`<3g>8_g1Rck z%_H!OT{eDtFmNnBXV=5k37eH)f2$mCN_j*WT3a}ZJ=p-;(-WYyTDkZ#IKeKjS9_IX zc#jIQ)4cd`fYbU2+Z7D{i{2+zyIdm%80R|nRU%&Id+e}vt>QAbYf&t`zYh3coJ_3k z;}@{MxkgoUJDQ)b-kJQZJL5_s?B)xHI~(?P=hse|cl8rjXsCfR>zi^Oy$p2Pfj}2y z&2RL-BJPTc>N#TU_)zjXFgGsR_QA^4qHhD%SGdsw{ntAEDv7V|r|z;HZc7rqQ8^Wo z@nc~2=JYfeBW+k2vk@syc2bhEVifXs6K~HXq2KAa1nv`ewzqU@z7GmJpho+SPX0^% zpi@*5=e8fJc+TKs(7D5LH-bn?Eoz@^9#zC|j_4M}1Sn=x>`$}_vT{X&u0H`q@A$+G}GtTltPArbL-&6hjG8`BZf&= z8WVfY8nYh7d=Kutnq)Vmwszgb58EGYNpEJ~b_yh9JJnms_DE?ua~3Q*);{x=@cwsF z2}Epcm9oj`V|r)#IIG78^~3t}?`h$LZowWk&Od`~PUj{!pL>QxPbkgpsh!e&)Su>N zhrN^3GQIipo3xwhi?e3pXY5hZ^pL#K+ebo?f0utszgaoHo3~4uw`y=Mq-yd{b3d2^ zSu*#iZF-N=+uy7uK|Iv`*}oQpbL2}PRpX1lZsz{@6Vmw;>Rzn0=jQBR@{hSaJyvj* zDM%d(GKPa<5Lk+a`Un;rg9q0Tz*04cbX>vBP$9-hp~jd@eWzAzp;*IE9I=H^zUWZJ zkYZOzjXPw-O9zxnt_g&W1jCFuFwRdD!&YW3rV67nE4G zaP=~{aRof)I93dU*8HOqb4I16N<|WYmabBDYgLVDQ>_tUq;<%ePDD)?Vx${Md8x_S zfGi$B)<}^fA8>+Hjh=66Bf}`;Q50tNI6_Arsq+LetRbSUg&20};N$ zp!F~`Lrm-nlF&_!W{QoaV`~{$$vZNYfOB`o#k%5Z-O#*LqPs7?)*n9_tf6nEAWYII z0baVrYK$gmNVjU1WN6m%HAk~FD5o^s^R-3`3A7RdXB(LBPv{jAM$c%|&g1#Z;G$(r>#t!S&j;QmkbYrK< zwX@{WISTa?fhwjPL{jR|lrfwR7(p~4QpZS(OsI=Eb();XMUQEV#^{SpEXmA!xX1QO zOjt|e9G3`P)WHNjjJKYNzg}DrnpdFhu~k1VRKG4lUwRrUC|c@~vNSGZX&p~lQirO` zHK@xo7%McS`~-u$4G&ft)(H*APV0#Dp<@@9ja4r($l8 zYl&D*T0Ma_PBNj^=<--5rA8+8G?Q^N2>1xG)Y^31*36V;#%WRES(rU>Hyih+oBAno z+>qE1b5o9ae5kpgM~zcqf#q75rdY(M6Zl_nPckjzvn}iMETt|)(^5u!8Kb^}F@8uv z>TBg$Wffm-RbPYW@Kl~OTi3T*kGI)SE~!v=*_3wM)c4wqKh=TZaZFQ9Om7a9Y#gyk^4Hk*cd8`s{cp*s+1*II&HQ^GC%ia_vNvlUb}2 z`?QwO+36|YX(D@_**+X^pW;N3vssCALYcF`4n)PT$DLVkR<%Ci5}J8O;c5MbgvJdG zts5jOP?Sj*uP&E_ZkL806ziU5!*kb$e%FbCjnq`Kq;2D&;f)QW8z&}IMN1UTer=kV zbEAXZ*d~hXTDLy5+a%tduB8e(txP9-(5W6=JrBWNHP#+aJl&Jd@Z{QPN{1A<4qjYG zuSRDtiM~49+S}XTn;Y!i$W|1dRrL<@X^ilhjPj*4AlMAwvJBrwzVBp~BCigC&-a@w z^rx5jvqfZytAC%+fAUNK{X9gxO|k4sAiXw_+ZZUYQ~<{Z;oF1gT|wLjn$&Qmz9+%l zzTn3GU`aYkTD#eMa5Hy!bK?jRw3awI9nv@(GC9Yl-hhK`*@uzrCNz5rhZQeVPb6}t zNL$RQTR1QhFLKK>+LkH$R&z_3;F5Ne{Wf#fwnWEm!V9|6N1+Ee#5>PYk2NKSy3WO?K>apY9{PV>78f={@_M^WazQHgy~!nGT76Jn=Han$1qAl0~Xqqt^T+_V`; za2%p(9Y1ZGV8KdYGqu2(3D4aVroFiqep-|rc+HSR3r=EEXrj;!B0wi;a+54ll9JNF zpdG~N%;co(XJ?vjEANAWol4ZLUh4u1=%gz)||r%G=VK#c9)b zkW2yj`Tg|i?hK3G49;&P#X94;G-LYXZi_F90zY-%AA2lD_asg35kjz(uLc8SYIs+S_8RBQ?j(SY);^GG}bFs2i2VtyxE0vs&D< zX1upkl95`0*)zd8mYf`p5Bx}E&P-IUWo$0{hzjd-?hAhIO!hv@eY%`f6~Cf9%aXk0 zvOK|QFw1wp)|vg5Rr`}K;W4GWQXCHnc0k#TGJ4ikp2@$>^<2>8liOROMKoAbdQ*7(9_OgcZI}ZXG|F zGI_Ff_M~J#nCC4BfD2NQf~)FK)_1(Nrtm63_>**s>PFy2ojPiC>MHHjPcxY4fKq_< zKR<0xTd_{F6F{7$r(e3C{^@4bSyRa zymt0^tGx561$Yq-s$E)@T2^(nqDtbXARt``sJf6^ec@^i_?7}spI0*z*<0&4-fu;^B+(P~siXF&|1M3m$1o=0nM<7{l24P~vgemoXnoRtDa6 znGYpy`?odChZ5(|#QNas7m-r|y_SC?n_opI5o>4eM%|F?nhDaSyx1P{ek?`jhOgO; zRQ(C7VBK?@F1d!;UbDUNJgN0Na?YICJK~a`8w36@JU@{AJP!^*eOL?c&!q$!f6(NA#T% zgHK72-ZkF1_L86=EE<-+mC)gSDS}w>anzOMRPs7Q_b$|UUEI336?u#AK6bvljC^og zrT#rk`sv+pN1Kbw?>&A{Yjo%{^T#R|%+RK-<)+K_o-E|}Kl85QZ6{B*bAz6j4W#cWJ4?#syznu~+j?Y+ zKq=J!aB$`JmmtD3Y(QdlRpiTOcU`zxpO0y1<^j!~rB-nZB5IBDV%RlxX;8f&FNAr$_5pHmgf6k%Ckv{)a;|sq8 z7$o9QN7t5}9z44FxE*B4pMR>p23)SXSo$dzRULWsP21%mh^2@2&a{!Xs^>DPUa7%6D%^2cesAwdocL#ms_a=1vXi)gGmAu!vdUwZ; zpIo6x%0iiTj|cr=JStv_&h1U8B)dMIgb~hKb2E1NKc5`fHs#-U#)-d^9pyLIyR=;|^bF+WA&(pn zP)Wy%Gd5Lan9JVld$(a6cGevB=m^-r*hzG_`=H$9d+>(-lvN#Uu@Y8giwmQWww-CI zD#C<5=&vySl+X*xeBs&cTutA8=lQYK$JLNs*DO9wNRML+qLCC;#WH68ucBTwthH+K048isZVY89t;JoLY28x{p3E3-U$Uj{ly4AZMr z_Re?(+z*b7%D&RHTClMoFfwYmv9(!aXbYdSb=PI+%@$wSJ5}^+Pt(q%82K8ov z`Gq}Keb;^sw!Va584O*sh#n4p)tc1FUZ#<>e{8dLcgikiy_)3bk|3 zeqm~y>o!YRBcJYA7NNHUIp=j6CzF#eYHYb4oFB{kr3wB)cpnr|INHQOZDne{e~?iW z2eZG+yuP;ZdVa~6xpNm`MHG*gU0Rp3>7KvSG6c23EbfN?eZnrI(B4xf+0pC={<$XG zZ5}LN%d78ZT%m7&-G8k8$WrCm`&MB#!XCnBa71-yF+ug}x6P4lKqvtPL-^yIq2N4OC_(XNpgX%O>l1-c!Za`fS6*zK zY63#ZPDG&_y}23oRu)RY0!zaryTJh>5K4O2(>ni*yb0_CLdlT*?emDY);}_K0ii_1 zj>ZS6?v1enLJ9K%+TmCB$Qyzzl#s6iWHm)AN6or(W*P`31;$8mcUP;^ zQduZb;~+E`duX3@fKcLA1A*3i zA0!}@^yrdSm-9w8D*>Sdfy?Q6H)^-4JsAiko$3?nyEoiRu?IqlD3i?p)jj)`Aqyoa zF~Tx+lj~px5K360ZOTP~-{z8lQ1W06RI+@yt+QDcO2F=)sB?eCGh`r?xT}HohTWYF zSqg-b<5-BX&rkbJgBd_5xm6=XpN#yTaT5q7paQMi&7*%px@4h*bczD{^Jw7L9w3x3 zA=@Euzs>z^213b@e&)!7zdfM8BS0uoMu;w8YEWQfv@Dbem%-T63hH_a#y}`pfnu8w zdrTE$=(12Ey$+F-Lfo7oF+eDBgHu<6ihZFq{<2U)QN~cLVZ~9f8X%M;C<=@rJ!wiK z8M08qb^!_hD)*Eqj{u?M2wBpBiaDubER=;3!4#R3r>fqlY7B&u>sovquJ|@0rd<|F zr0a;%45V8>G6o1G5>4?K-uSax&7drlP(9Sxm8jx5R4ounAaJoRxmHzu6e$ZOoS!<( z+vr{@dK3sH1_&w+-@6J+qsc;vFzBy4^KZ!-s5lT;0)!HG+^82`=!YB)l!X!+M}z%_ z$m-ST1wsi|la@>ZuSdl0(W3FSVzadb9VkgY0bNF*RS;s2D+{!7qyK2fp3$zY(w1(- z^XWwQR$^=$u~vj-y;O1U)T!;#8SN%fPGeaWq>=$rt&}wSfxu&;+`s9L4wGr4WcCD! zRYZOaCXYcWCdyipCXxq=YJ#T5;iWKQWKjNT#>!$ol`2-H*s6Vt_U^u=|I#gawZ z!o^EGoR`G8E~#_FQ1)TseD&)5^~Qqrsrm##r2fGu{kmBFu>_dlEctQT(y85e-2!Xzb)N6XCMBGs~*kYM{{Nn8xKMt;^%C6G0^_FhD5jS`qgE z4i*tjp2$K;UB8jEPK9!Fr3Vm7hF8{&s7i1c%(N_&jLjKSDY}9x<5D1$ppD0ID*Pa_ zCs7tkOsOWE2`%O?lP5qZp_`goq6Bs%ti3Fh#5Lbjh#t?C^g(nb7GA!zOcrgVQpDPO`McLVxQgV(amC8`HaZUO2S=k*#U3ZG4}tAOOQWXNUc0XF6yXKcvFBfcG4?kDs)! zpS72I;lW`{FE}#+$!t*9;1sChG+7M<)&yxar3TGIT~C2{RqZQ#8)nVZwHe z8EXwtOb)pqy*4?TxjS+mf>=h5Pk~Spy4EZlBkoX~*d+@k30xqv9MPCA}^aPqo-L zlyR?Qp~OtOkx(O`_%q#AAAe0c?xjHIR3>v>! z7D^foJw9x~LxD;{_iSW%O5K$Ca4&CXFRrUsqnkS4oapWA-RSQ<8SF!CPz9&>ltuY8 z#`;VqX!0ktz0-UrGyLd$Kh9}Qik@FziQize6 z>8*j>>srzP<+9sB-1eZxt{}-ijIb=&yFZva5Zovsu#^#HpEoxSZk`+tq1;slZw)D% z3uyv}OhGiLFK`;F>?tJ29L?b{)i|p-�U!y)EVj7|D5D)2glJw5^Hst-|$6(yDD5 zj@!(gwd=fprnGr9o)8$ns_&O&fxh6EbsfgFZG<~_v z{@m%{L<$?r@k}g_N^FizoKC<~S7=(KB~51}Tkw-PaVXCH(e*_Qs<$w6?Qxn}a#oaE4)mWUi_qB5sH z*DobEIU~1)N8)c&OU~WblDBWBFpu&H#Ce~0q%yBXm^X7;mwHbn`QrYW>U_)EeD+xw zzbgNQIDe+S!1As(?*a74qe9Ex!sNa}fuDkS@_^RI1D1mal84C5A?4)pqU6b<=$aK^C{F>$InpgzhO3G6+Q}hlB?-Hc3r36_hDNV7_1kWf`ILJat ztMeg=fiAVa%pV9P!DX#%BITjFf0!(k%tn<{AqrA-c?A$k_~o-%Xz+ezM!qbRFiI-e zdtn0CihdxJoH@z>Lg5I6aYYtNQW}p5R_jRl#|c0v={lbBKnpwrCOnaalGgr8i8}B; z!3lpLlnkF}9Rc1a(Dk2|g_7Ah0ri85pj2=a2qkF2PaK^36Lyp+3nf<6Q|xd&HSp9+ zAe7Mmv9iPqj$^Lc%R))2<7weCvLy73HV{hu&!h&ym^zT3TmKCu5oaYE2~x(n03eiP zoV&`y@^4`Sa?fAQJO8t=ifTro@YEqO^GQUxr$e4ZT*RQA^GSsHWTaz0iO}-O^5jWG zea8*C9ZBDzE4L#y3K!)`#78SrZbx8Vf|v72gmrf9$N41U+HU=LK8Z97KNQX<5uuik zyWEbP(sqz1kzD4L(fK42(tJ;zL~xsUJLi)Kvm0_*oTV?l;n0q zO|nRCM;w_e<#r^<=p=g@kq|W8& zf*pwje@u|ukunjZQEo?Iy-X{|c{{T2i&f@=9YK*C&E$6EkjS7`Zb$ZtJh;wsJMt8x zV-&RVS%>ayyc>x2jQYM{;^&Ry>}! zBVX#A3g~h>VthDsPHsoar7zHOI|5?q`^fDGJRtR?hTM*%D`oY`?MSI(f8K%}q2j_` z&D#;f6QDv1xg9YpJ;jyVk-R(NV7VQE#=Hnwup{X@N44a3BwY8?4Y?gT`mV}fZb!1& ziBWPp6479w&?>hhDp_H><#wdoKWLN zxgFWtJ7GH|wi-@C7>( z4;5J~*b#7T5Ms-M9oe$nY3G6+v0fv>EZ7lIah|sOf*pCRy47mIju1qmU?;g9S^dQ- zH+jL1So2E?7wiavb6s`Yf*lE9K>o8Ml=kyM3wGp|WDCA-!H!fbQhqMj5hc-#+JYTn z#^@>&7VHQ!zX!iyM?iwzI%gN`$Onz~pana!tUWwv!H(RLT*8ho*pZXU3MUrq2u>CS>ugQ|gC49jWCAOmfMIecI zpKSuEYm=8}07>LwtFPM(Jhw7gmPCB7{$=~*v<|oTL(0}a+ znHh%}o)fod0(Qjhu+5s`yRE+ZfE_u$l*z}=Cz0v|hnC$7N#yp(Rb}6WB(hq8b7CQh zAbza=Y4dGJH3vC!)A!S#kZZqRB?`{(ixY+FFjpCUeBD|;HpKyR zytaID>8^-h8`kZBgDJg!b!+nIW7nRy7k%pYp`?Gq zl`2G-TNa3$ z@A^w-M6{h9>9)l%8PY}sVXFC$?Qn%4I3<9@a2OIU`IAP zcXcwiDyClq>`3ta6dqAgdaYs{up_h045Y{)cKjh=N0jWpI214o-{i~e$RKG&^!{4# zldFIo33j@m3{FR+-URH(u4-=27QNi1Y?&QNw0ppSGFJ`T0(Rt0|0}?lCU(_}Y*pXk;e4Q-_YVsz)jyUCxvXmY7{UFNh$e6B+ld6RF@j75fHita~^AB76 z{tMWVqTW>Z8&(Au|Ol|IbnP$IJi%-#>w)-)V_BQ2*s7Dk2SM^=G zec|YC<|ds*LGHOW{bySGn_Liip!E5?9l0{D zAemdRBTCYACHnesDU`7^_2xq0{!)oP`Lb!1WJf;8+Du?$7;Ui~MjL*Y4D?vS1 zRE=v@V;WTj2oPlsq27)#?n1;oK#7!9N1h;K`j9pKNXZQ{uUE}&P%UOyt!4xX8iDjo zqiSYRBXjB$7c_^eUV>DwMXQhEFre$2Xd-%)grQL}oESK`71K+@jMA|*OCrxj!QCE5 zW8q>Qae^fXNi!bpji>qJV}n#V9tyOr8nK}owGkS_C)5N`P4^VdSip|()P+S_?s;0V zg<7@6T9Ti{(Q-m<1!1&On|gyR4b(2F)~>D99&Nx2dD z5o#R;ELo|2aOt8t!$o68i>c=^BIx3Swu|dni^tZ0m_AA#8Y2Ffu@hiSq26PT z-dL!jfW#PZU8!MQnPFXpp+sAi6SB;s zYFS+Mvbq|)WV6cS=H+#*%g5SQP%bHfR977AUQyS(V(ckMcth3XmC@M1N)zcyb{$x_ zeC6ZOm1C2uOlB|wHrnH_u_@R%9%?MafvNs9ES_dcpvCLp`T7{_Vv~41lX^oFDFseV zG4*7a#@m|KGd1}l5Z1}8-q~#2l}-UE@=WQa!Ss3#eSDiD6^AN~G#`($Fpaff&p@e} z7EkyV7`5I5SD4%^iOc4UGG{BbJ%Wj{VAvmZ|y5!#U^^4Coi%IpZ|yaMi+^F-x(GvRtR1qbe0 z|Fm}fMB@gt79D=ZhNt2U6YVZ$T^po2c(X^YX1%TneXc?e6t8b1?&C(Y!Ho$+NLCHZ zY@cdtorZ@M3r?FQ$D_|Q2%+)y9EVK8gJ7ti&jr}%QyNuqQV zH`9-s?bn#+Cz(<@TjtL#^KY#1pFD)-KM(M(3gA`;G}e&9t^|hF2MQV#yl)24#j+$K zSVE$H3&!^a(}5)NT32uhTK0Z3_oFO{Nc63?LoW z*l0@=U`NcfI5*UvS#O=PmDv#vLP3by_RM|T6ktdE)TO$_#E|Xg z9GM*vHmM01VH!XZ0qjV+B40#k%9JG$z>Y|dY6v1Ce1IeZ*bxDY_l}r&PL@OfJ3?*J zU_m1f14#t1BX`u9=DJh&Wl03EBb@JK>OWD>fFuIgkuTa5iSFSavLpi75#bk-loq22 zBoV-lAh6(cm2#{si2!y)a(<2G5{Kso2u@|(bHI+!<1H)+;=-Ii`4PG_%owRoUr@knMzwmn9In*XyS ts%#j+;y*ib5GVcTKRcpLS)`l1U`M2%)I_8I*%1`jjo|m69XUjy{4Y4JX{P`H literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/0003d2eb_S2_01.tif b/tests/data/biomassters/test_features/0003d2eb_S2_01.tif new file mode 100644 index 0000000000000000000000000000000000000000..aabb39f521379a4d43c566a8a402907192aebe28 GIT binary patch literal 13185 zcmZ|VcU)5a-}v!^3_(FfMNv_pvNSa(D&_#qnS0NK%9WZER}RQsmRXuwS;++9%-w7Og{tGfXtE>_LMd09bg23*TTw>nnQ{{>Q8+x@JkZj{6^b zEkv`JaNSclO9;>M!uxm$=aqYC2xqBW$i3c&vJ{_uJPyrFPq zkK}*O08kX0d|dT>B1L!!rPkY@>SymoFg3~qmGlf%@E zrw*pX_PwpZ%Xcfj)M2-*@g?M;jpdFXJ*(+TS34>ngv*i3hvLnUk2ZN#fB2rMw52K1 z$PA-UY`?q7+URoFmKv8!5YN7!HNJIzSA5+*H|ivIhcx(ov-Vw-x*yRT7^~2P)ri>J z5%k?ph5aBc?)sZJ#p^>eZ_2dzdj7bL(nvpTLw(a5z9veg;W}!I+O=*v6%Q=l+AO_E zC7*d5Y5$e6RQc*rUhCW3O zJ{_TZ>dxN6E(^;_zq%LF7NOmLeU9rMnXt0Sb;DQof1b{;%jc&ykBl$u`R($3z`!Wp9OxPK!{=Y>(^ z(A&yzF0wslQ}+6r_MY-t>JCrx*zrc5GY|D$o_dcC z7*%1Qw(id=RGn$CO%`50Lq4$qey2W>T>^Y7YGMOlK=s1CUNFYfLti{cxXMWQsvp`p ztYA^D3EePqGGh4oAx_jW8r&v2NTItm<`oO^As}cT#Y=eYr@5P~@WOT|d89Jrbr5Dl z*8B7~e)VJf%04b^%?hm?Ss}{V&W^Yggf2!3w`0nK+ z{X-`TCeWq3vH#j0`M{+58hu!F^{Dt55cy>1NpeA0)u-yyF);#(5nd(fr*QR1(9XK(yC`DO_(2C@S4CW3Vlck`z zr!uc;-k*AXFWV7!>a)e88Qkw}iSm6W+n>&ixOohn>g9l5q^RbEy`0Mf4y(;AKTa5# z4;jr^huk5a&tEu=FVUCe&L8`@xFfFmb8g?F#aPDaGxcA7K_<4y?aThr`Qz7HxU*jo ze$&ILWxUlhg4k`7SM$qnO9hKXJ!#-yIrv+%OTU?LE;)1w#FUW&Q9S;Zx{HLf+&97~ z9XJA|0l8n#6+!jagmP&f67hSas2vvKbihjyIDo$G?}!i>X+o$p%iH%tB_|5%oT`ZQ_$fy3tt)e_}+!wKm`0e?Rdo_q zBOjjX^d)3#J!3D|Mr_^O_{giy)bFzbMUDew$M%QmakihkZ7#`_e0{a=2V?T4;)4j# zfM(XUp7~pTpZ*0=_ejM33*us>K{R(yvph98&wmq)b^}MagAKoJ>V}{PYv$k4`+@Y2 zmZIOVC`v{PT1?tO0Gi^tn;8jxcS5C zBnnA^o=W=kdidmYN`mCsXPObt<26aWsgJ1+Iim-29%K*#k4X`i(TPh;3hi= zYgF1OyX=Xwn`4xFn(4OMs;7Ywu2J3Q>S8as&&*0a_Jlar^#b>0eqQn2(;ae!!7M~@ z4+eYx5V%BcmT?T}y%8dTB$^hM*2M&KdU)t7sEopvLC5g2(>^+3!KI_=LHe z!>?50Vq*tk2H@lT*FlAedo3Q|n4^DCj;M#d@oo51Ur#69%zB&wEGbh@a%OfE5B@Z9 zMBWByGmmPXW)!-8v4KQ__g)$L*&gs!HAY2>;PT?Sc<8r~!X`0VChnJ2)VS)k)|7!y zXlQ%<_mIA>RLgHVxoKfPEPiySzFB;GM}vxbBY8W`3MI&->_rGddlud*y@i{=p;+At7=hPk#?{oj84UOxV z-|_j)zFV1EwzNYFR?>pZ(BjFvk)g=9TAwm+)l6qI!;#>^vE|UZ*?-%Iam1LctjFE+ zIpS}ZY)1DYbnh?zHW^#SUv&hy(!XvM{`fbv?lAoMQ=QV-PYG2)$}V z{3#H105Wh+BL0FzL!AWQS(V-`>E0vNP7E-16hWr_JJ=vEc| zPL+fkSV|10@eVGb2iMq-69lSoII14QstF^ijeKPgM5^qwTH~17hfEVf?_={gkBO#uUQ7m8bvfK z>NhLtPpcXbPDpV5436m-H0v8o8$s!h#GY<7oVGABq#Dt*W!W5~ryfSrJ|shb3D9Zy zu~1_}x^YsNF}p~XfH9F{m>8y;BxQmq$3ahXO_TCXn~P2PI5>BN>{U%psv$SC?=qj` zWw@Zqc10WhrWk=J$xsSMR#sq7mB&zxl&Hx#dD<7`%zEo&b?X*QYyKlu zP^pbK*(TY-riFqPG)O=q*uklxXDGqLtY3HG$R z@`6VDXDs`fdh@>ML&RV=xAdvfdcmd@?` zjUd5eXYYRJ#aLT|F+IVg{$R!fIZlam>(da%P)O@= z2>&NQRoUS)wu3Rgqjdt!HpVgLLt7U^XP0TjUVwX_b{s`(L(}Huk?hxyHWm7u>P}X$R3vVcPbrLSD~_By6h*X?ZmW)JtBIOpOLIQpeJ}25tJ^bI zA5EM=P?MsMcSpDJqUY`^5|NS$_haTB#u^XC(i&u#_}J%y*tw5;jYmQJPb$7Y;*2Nb zQfA{gEfU<>ctvQu2_ilfDNS)usgz4d#U!*VB?vmyXv2wqnu)18iS2qQrZTe9B&nU8 zG;fhixQC|fORjWDZudx@_ZH_oQ1T06%!j0y&{OE;imcd_7YQlzj8u~}1>Ph4d`_AP zD=jrYjq@*t8T5&a7qW^7-e>`*sOnHrM_JKAxiV-0{_tp`mzqyaHx)vXd!UP)R{3HzQLvHlQt=#c5~p|sb^ycpo+ z`@?A;4|j|m<|7r@gQfn9rD@Bhod61WgB%t=(up{-h$rZqxo>**w zQEKHEub*7(K1Jr8qPr^aa!(Bpo?0BLA-}{D&ntGmJxvyzPXBnClOe(1bw+9S40-WP z`Vx%TE0F6JUsBG$ zWLA7BqXbXrfOZ|L%c!X9s;=V)0s^MwUS$iEX~LXI9;g%WklcI+yY`07l@ ztU`(1)2*%|D5)y$TZNKchX{2dDDmvbbX|p#1weju6-qR(s+O-p$yV8-e^#NyqwYob zDwMb-z1p)1C2dcKYF44-oM{tp6-s9Jk77koqK_y`ScQ^x7qIE8P@?ycsJ#j$*0%bt zt59Nn{Ic{alo(+r7FVG}FxhZs6-qFc!6XrsL=&6LR-t4!Om=w{O4RS$Nv}eQGj#vk zRVcA-0)tnfqz$}niwH`X9sHf#RVax%kRll`f)btL4Mrj;IdXd-K?Efru5nV&DwGsI zQa*qdL5T(=EJg$+6=!L2A}C>X-Y|4rg_27T-19v}P=Z0(%!r_*wD09d5tM+B!1N!j zLdm^eg_@@#C`mZD0*b02FFg1SKYw;58^I`8?>c1|^hE}S z8zC_#f)cG$y-*R9RKXS^)}W-S-1C(PN}RT{)}TZjAI1vvSUS1QrD)(T7wdCnf=4Yfw^jmufG9l6<90CMhB)d7V^lDS{IB!;nf5lpM9`I3|J;F^9h> zA}B!syQ*%9pk(J!f}#jYm^O9GA}A@Gc&Ttk1SRe*M2Pbml&qtsq5nWh(N4)fP!a^J zcU^-L<(Pu{<<1|^CG2|a62B1O2X^==JHb`blP)}X|yCrx?{O1NoP)Ed{I zWEQ_`#~PF<3m$;ipoD^355KeqCALVk+ZvQeB#7y3Sc8&C1snM_D8c6AIOU#)J)J!4 zlESEuE2t0ro%)4Pl6UR6H8)wZIC=$2DrLU~gJhz0YlTqa1=|VsxQg9qE`*XTVa@|w zsQ89~6)15bUnPqlu{&ufgp%P-liPX)($fcoQ1Xx*LCH}jnlT;;q2zP&B!btH<>n}a zlDqR~Y)0*+`hTrJ30oeSf*LHPUJ^oy_r?NbJZytTmJmu@i#XHr3^5Erz z9$!d~br|gskbaog<$SlxK6aNSiI!@Yy92IZ_SX9h%#iFZ(60IvH2Io6Ac5`;)sy~e z_5Ei!sQ1!mRK?$2erDq#(cBoRcU|2t{#gwDI?KY`ULyE!N6}+!3md6`VV;)Cu5XO8 zCIx4r_~fRrt38#?zTuA$`X?|~mpLs8hX(`Quj<*kTx#{LeI9r{*kIeh%{Jpl!$Cn& zu{{$H<(_|e6LdW*ZZB{eCYTev4k}LgPU@FF>j1pIUz4;q|8W-u5?gxz3gdh0@O8zQ zZ19n~)N9bUH~b2wpi~0phs9X8;$O2n2L6)P%@RV%qs7o5K4F{s!U~jxUSA?YBQ?3E zLMRDFuy_s{(rH>kC{fLgXYNBXwGaX!luWcKfv68W=?{cZ0>j_6KH?@3vwa0hdazf$ zU=#KS8--Bf-={35XK9&mQwSwLRCf(dZOZMXtU$?b^Aa_H#_T5xq2zV-vAaMsDt)^U zO6n^TxzWnRW}S~hD4Ck0qnOFIpPYqIVi)nyTH6M>^lAl49w|MDIKcI)X%<3Bz-LRb zBf&Dw{|cc*ni}bzXI`+eXa!0lyK(y93DOfYA(Vt@Uf^9~i~kcXgc6I348T&3aNXmJ z5K3l^>!7^R>@N?6P*QO1xy_8J#G&XFD0!j$%^RUNeyvRiB|+jl#c2(wHcKIt=!V4% z#9&wj11nGxYjG6`>BxDtRR|>`o$YrPK;V-Hg;4UaGnInF5ONsbg-|k|G6@z;$p3H= zLP_uZTgrJ|c-F5KDBnzMXSy!gi( zLMYi0@d(h{tDE^-2qmS186Fu*J(ZVMpd{l~uy*0Z(43_ZN&$LgCR#N6$7=;wcPZY}*LS_2JWARY=dAOOAuhE@u4R|3VW zf*J^LJ{PICNvuIrY(fW2xUDR(0UxmdH&DS7+vEvN$^+XW6E09a4=DYr7{~=WK!;9* z!So{Kxo05*apHOj;_(b|wzDcP6fTnw*DHp{mtgpMkcnf6_zFZrHG=P|M(vYuuak(c zmuP6f(X25O?UD_hk`vuX;tpBdi7{*fRHlU8ag|B%&ubC=`Uq)&|J(i?C&XprlBW z*!%}dREUT1WouAETtEqI|3Ha6wF#T>2TBSse8)df0%86QAN&I)B_KleA1FbvOl1cD zKnYTTQ2Yl<;7qvq;2$W-L~|1UK#3x-0XX^xO5l>zkN*uN)EkJSy6X+}*C&$Jv#V5j z^BZJsHyAi>NOZ>24bYxm>WMz;O#$ixd5qxIM$f2?iLo1-;#E1G=&96AP3fDavNVWl zGCYRH(L)+dWg1iEij+)=sgs&hHJc4Mn`wV3upV!I(zto5Rm-3QC-9bSx}|Nv(@yNs z=4_Vde%6s4(lHp;Nqj9u%fKbR-;(%oOVijEL9YT)QrB})H*s0F8IWOnD|(6RH6!$< zQToJWd1|5lF;)F$qW<&-EKL^nRLfvm$IwvUkQO7$tT%j0HJr9JGIWr*TW9p4o<#hD z@$w@z2au*ijEUZO?m6RQvBu2_#?#3Xgbk>t`%I>@ObuD4wAV_+I@70RrqdN4F(MQW7xPD%ZNzuybqD4KUpwD|g2{smHvz-(0|yC5Bpf4O=9QSTyr7 z{5P`ApDmlmET_kHv% z(A&^Px;94oHpwI#j;snOY@598HY3Mv$<7Lt%h+Tu+hiZxmH=Bp0g86t&O6F3Io7Tv z9?7Q2$*0=4q}$JAIS}q~2b_h_AXN8VutG?%~5r$KXXx-{HYvE0z zdecs*5r26Pd3ewI_>lbZ91XdlP+t<=ml5X6F&F0x{4fkZQo0`_QwngG8_M-(9+aKKCD6q8+TB({x@7d%&M`@FYp zZ13E79PtaBkBU3K9M=wtn}-0rb&~Cp@$;wz6LbQt3rDd^ctK2rs!C<$_$}t7F6VRrSU@tk z3c*Z6F+0#qT8Gk0MOKFrYe98C@f41uzQ0Ome~1451tVE10QcXTyI_%LO3kC?se&By zUV7v$_~e`V%d^faRD~9p(hJhU3OJDx#K(nLMxkkXVOr*2R54UlZc$o(QAcqR{~j89 ztT?TrxTCsQAOodLAMmd`kXC=7qd}U`rqcXo*;3O5BxQq&>F*RbSz(VsUSR2A*5GShg5XZD;9T) zv(BQcqmM7fR+1Ac=~xK@v2vJIxtL!?E)oOnmJBGZCYMzUFK4%)xWy-wE}S6Ook+h5 zXXz7UCW zo#UKP%dk3cMm?Wld!F+N4`41R`&=*!xR4PHqRb)9cGYHt)pkYI@^8avr56L!FJ@$2 z>|(-&2%=Onv5Fu{ufS=m2x7-~zp;uS)P$(NRuRO|pRg#ZMJ9eKt|G{@Eti5s2+|g$ zq_K)11`<*&s|cd%r75wBAf9lV2tlavFJ)H|q+wlNw5S#ta+(n#$Y?H=wpxqqS8o>~ z$lj9*ovR3<6Z|1_6+s-n9+z505NEkB7grI4oa@@JOxlH3ac0J)bW^kfWf%ArXQUdMN0M5Jcl9SUgo!i>My`ND?7P z`E9`!5rV)jy-T63)*_BCWe-$|5M(oqS|CD@0vNATgdhcis{cli81x!~*vj>86d_0z z(=k_sATWgMb`gRUYpY8rix5NuBBmxnkRm$wq6k6uR|A{ZYLUwt$M%V85tjo!aUuk% zI7eZK5Ck-sm?^47`lsMk!6F2qL;0UYwMcGmRlf*9atSG}qFQ9kEWPAUEdn`rMuZ@< zJokPPf`Ii##`m3m+x>kBoDiP0l%v}}z4X@ck*D(Sh>^K}@i`x&iv?C+fBpOR@#J!z zAYkS<8~mH;4il4RR~gaF5iFT4P|Dz0rEOPb_Pg6jP))VfZI8(2>g`2QUy{YSN47xR z56D`Zx*+J3b#jEGnANgP+)j?w3FG== zS>Yk~htqXG&hRAHjY>K@9?}or)>lpO_d=$hH2jo2ctXy3S042tsrK%RlV0I_rD&gU zwM&9ia)%RK-9Kyv%a7K0)uy<1zQ(fdnVvR$l}6KC%ONvY7?0+eb(DZIyXbhcC=OLoP3OZe&AO7(OF?FQnERhrsG&=yJ@8s z0nztw9Lv(Lm48(2n!hE;I-J7B9$SPYj7BT76R zenpP>Hp_uiPFVzQcZrI%z1T_}r9oAKqQ@DHZ3+)G4o=L+*7vlx`+j;O-tgQicA3|q zC?yE?_-O(m-Rtz*_$m1MDdPSk7F{N;VkWhz+~}C*BOWuOzHR29$wZ zDcXa8LSZfP0K09#^db2gDO^~K@VM#lfcs_<=E7QpYpqH@Y4Q2>;z})o61XCT?Z_*F3hx5KUI$LIH0%bVk_*-v%o@6ke-J8tYzJh@-?45 z1GR>C-!wcA>UqBP4nx{n~9kJouI5&KQeBjVTm0=zFcOZzI*sb18#L z!ulfCrM@+#_r)t4%I?Fc>+N$wj8Z9y7o)!KY`6P75_B;|8eL%Co;~?S<#BqP#|J3* z_`=(u&)IR^OE^}8JKtQI6~6<)yUk1hmb41uZ>ru&V~V52ri&+cX!b0$D=F^hTTDK( z=t~#Jf1rMIMLyczzi6WQ5qC8l!oP68vrzX_aNh|i;ofHQE%ImFkD8=GcX3`RWi&+m zY_equ(wfpXW}$l_`AzlHo(4aa9;ICX90W_@V>#Hp^jtACUq*@iu|8%1HLY&HqPck z{C>H`j%W3?&s*P6JAmK!V|kvpfJeF?6jV>%wC`IC-Si2`3q<~#Gx!tlHkRccZVH-z z`71Qyd)BQR()&m2m#j)BvqSqAdm_)N{=PDoeQV@b4)cdp?$^cNp<~Ox+ZXZFlI-7) zmwq<@zb7Dg_6^AfNnip6(nEu2T>z~SG(ZGRsEg@oNP-@q2Xw)D`rvpHn1fRT#vn4b z5Isjoyt5Q*o3gtXG~Nf=5C9dNR|ZAE+@oOev9N}C1^NM{hE(x}bn%HSIPruyHx7Q} z5WJxbK2Z+iS0Uq1A|`4i^f(fuNQyih?EsdBzzq)KCWln@UjnSV@*Z#1^aW}OAJsV9usjt!dKRz0h)-BTvv$z!Nljgc9o%O^GNN&#hqZaF%sOzV;iSw6m zPquHEa#1(%P^UkD0)6UF=;~8p8x11a)LLXy+$MvBO^J+6Yz>fSj)nnCBQaltEiX;q zr72sXX;7`1cuIjFUyyiVvq9bF#QM#I?-ECwwGvyknmV=kmt+ai+MfN|i4V1#24I{m zkfSejnuc|zMz#UW*K?^?N6MyMWE$bPA^yqU?=5@WNXuWBSz9CkU z-6GYDH!vg`B&i#)zo3~H4CP3MhGfGea|wHp5ux75%h4#wIUZC3dFn+<@>xL;zB8Wv z-qLJYBPbAoK?+^nSCa zjb_tA1nIyrC&Zg?nH%y}5QLq9Wg;x(hAa$)2=W?W!9Y*nTPA&6K@dI;&mmcPEm|cB z5d@H>8^o?&m4Zl9b9rXG+k&vi)7cW5bg;4h%q z(T?8Lj>$ESEo>Ou8vX2|Q%jxGO#OBuPLW%@y}WyS3vc_(T{trv;eFqE=Anzxpo_2` zVurXp6S&NLbTt}<^6sLOf4CV@3_l(l-X=tlWH@~}rt$9!EYei=3;7GOogL@}r(} zqUJ8_F}{SQ9v6FlE!wy-I;Az5t*u6gi&5x_G478^c>oi1sU3eBn=%yJHXJJ$Riec0 z^&Q)rGQPKM0>&qR+veli7USlY;|XRc?&J7MRD3%+eqJ8QcgD@DB+RQOnh+D|j}(9_ zi7)gM=SfK>rV^aHV)ItXCe-9q+hn%zKi&HbMIVMq03$UR$v&!VvMVJuETugvMQ|2D zVWj${r>175wll>k?r4+3wD#h(`9tYMSy|v~dSy*|J12eqycGKba{fxjeEmL?#(lI$ zSa#*U7rcG*J((u=5cKaVevh+E2D4I!vN$amdUv+s$83|a?9^{6ye%q~(>bZLIqi!% zf(`_q%=BMH5E(GDR}8y`AOwOGm-h!jkf3BS(?1BZ4#DpJgCLSTXO!t0g0P%7n C*odkC literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/0003d2eb_S2_02.tif b/tests/data/biomassters/test_features/0003d2eb_S2_02.tif new file mode 100644 index 0000000000000000000000000000000000000000..30aac1463df045645bca6eb3e6f1f6854af4fcc7 GIT binary patch literal 13167 zcmZ|V3pmsN|M2n6&e)h?2WDHPsN{S;Z6uV#oXKfRPDRdVYI95yDxs*Yvr0K1irN&V zBbB03Ti;ars*q!)?)ll=zx#jRx6d`7*WNzwkIT3&*B;l?(Q!Qh4gdfY001Be02EDR z(F6Ejvy^C-5v_d`JwW1hh-ik2=cPSpAQ%7=o#CP|9v@RJ86bny(dr0A$geFPiHMWC2U} z=oQTk1ycX{sa}ZYr4RZ4=b?cXeJ9bwOAY{dE4mVj0RRYVmUsNm&p^>@^M4=9S4~*| zpXdL%_y6}?vQPASiw*z)1^|GUW+{N^rCMGS{c3=KkMclxLxJe40O)_7A6kuo*B319 zk@?RV0N5X$c#L>9o+`S8dfwBQ=40VYOFyaA-M<)Eh4}OFITYH=1IX> zcP*uZcK^6i&m1-Y+@_&P`ayWp_Gsl+1@!Jc z?f&0PgMnl)6)7uzdLYD#$Z#?g+RsIlhguU@? zis`8*5jJ)T-;Ow+dmcGs_spiv|Juu_WEI1RIDG4y=sEwI_qufWyNOg)E3BftHa6Zg z;AFUV^(J~=x}{ZxPwh+TD|uO0KgD#7Oh^wFUL#fXefp8^K|R~nH1c&m|p=@B<0OD1yF;oYUx8?8%WiTcRf^l?+Un!EKK z=*?xS&I&zJf?ip>xF|nt&%l12eXz2#(S*C`&O|i?IVyv6_o*zK!sa?wtaeneC|}c; z?;Ew#aq1vf^S*m+X)G!JPRqszhu?H&WpmEn)_v%)u}?p{z=UGxd?aAR=rMpTFn39~ zGG_kx*}ZZ5Ld=IntA5NPcn$P!w2W>4b7!<&&1pwhdw0bwb%&>UCf%#uryuD$KlA*2 zFf@A*Vn=^oPIQt%L3%vA2EC&Fd@7{Ignr)THPPE&!r1Z}FO$Be1;2a&KOH1Jt6scg zSlROE2G*zY6XC-zin);|sT!Ew{>oh~QLkAJdr|c%Z$_lO+S==iC(i<^?)J=#S!H|QC4ZbprnExKPcTJeA-M0-z?}r}i z7FS%LXO!&3{jn?kz#fzJ-nro7RzB(%>5D_-^Fu2?R-KI6tStPNQ1i*}TiU6D3lm?t z5y#bvPmh7>f5t|p@2R>l_NtHP79zniy0q2ISXn;vm>8$59Vc;sa=abM`rY`)`h+vLS3aU*kq zW3o}mAXuJY{v_$3q1vb5BclsJF;$;xLeO4g=_gOsefb4(ySXc4@Ar=HzuqA(f~wxF zdo;C3vVIgE(yf`_e+xKPkW;^bEO``=O5X^y-w0>Z*Fvf7 zs-~OCf!R7P2%4`Zr2BI!qI4IE)@})70-R8+J?L&Mzni z)9g|O+0`ZTNtCmj3(DNrZUJ$W@gFkF4lB4gI?^92*}SPd;vVMW*kPf}uZ%mYcgSt4 zpQGmO{p&&Qm%O)j1a1gr5!3+5eh>U2wMLseKpa-mw!SRwFz~HP+l$*F3q`sg4f?7u z8?{Sl7xd5PJ~{5OWfxNS)vC3f!zVC%qMZlijq^MO)gJlrE~XFH=T5w-(Z8DHGCXYF zD`-$?x}WZ9`qeU=SFXZZpY>#T!TQq-5J;_7qi;phBJ5yX>O>Ztpkn(u34L18iCV(y zv%A=XJ>wa62ui!IcyW<(R`F1oJN>L_kCMhY&-2IJuLo%4@4s~3;Bl45_DJU*dOz{# zmy;gXvs`xp#-*qP?(^-1ZeI)?0elAX`TZJ?U3spTs8K}N@ylLcTKq06MOhRKB=}s0 z1YhyWZYeZu9O(ayH4B9jO>gDY2OXUy0BL;MU-b5*YdvK^y&SHD&1-w z)3tC5`)x6J;3tCh2f*`%Nii&BVLcaL@=dfMj5qk4-gX0(`EAln3$46Z-a8QB1XB3M zv|wVE0_H`5-a9!L#%)>GLsgYQIr$e&ChPX%9>&X6?=GHfHNA`bt^$kADrtmT-}8g5 z0tv1_;;kI}@Y?D-``4Rnfzt2$*{=_^xS|8?^?l$MzA3b`>zJ)W?L*TN-LQbZsvZY( zrL@aNVVxr<5?Gh9lnm2P0b?~kTGM2Br>w%?ES{PMtdkWSp?wZSaHow5!7Q@#=SRdd ziTNc@ZK8r@9&I=`-CFgG5ETT7+i;-;dg}T10(S&G!nnn%c93w*Yu7-h#^%=g7u)Y{ z-)$MC&cgY;H2WU7dnD~zcl!a{FPR-tmcw&l}^|Al0k{(e23)83e_ z->OvHC4q$;J2nWx@1ZNnsBXxQy-B>C%JRi>o)k_7Y4*&w;h`Z8esPa2@20^>A8hX7 zq)%?^TQJrfRlVX_DDU&2qd@y(z}@3g4XJWzw@g2&ey>UBPbb_ZQ9lR5PA6I&H0d4M zG-j!NF7a*EGk)x%bl|p2Nmg}(={$Fc(5G(ZZO6->b4=+oaKfz1qu~tu@UPV8aiDLn zU;j#p`$l|7lB+Kmxp6n;d*G*=U>z{p{4aY#O^%;R-;W1q@1G1>*PD7v6}Xw6J7wkC zmlmu!dWW0}wA%eR?Uv=IEC53F{p*3B!H#2##Aw$=7VAHVdV3$z1DpTB<<16elvBe0?}^QF9_NT{LNd#zeq7(v-%%G zU|7NL;DV{W)(=hc=?50Aug&azH~i}keT@|9!OwlxUl;fBL!tGNP+>oY;tZpwiT;jZ^(;mHW@3KD-ylyAJXV{;q8sq&NumPfn-a4^ zp-fAmL04hY0MERRE;GkWS}N+&6qz_hvcBSgo8qLGlCCd^d{tRDSXq~;92ct0-GQdG zV9`lf-85`mrV5RUiOa#o<>49%aY7?mMgrcg3LjU4Z{WZvt=PB=goaweWSt5n8O1eM zDeF>c;HymD!EhPaxCg3}kBGVhL}s!)Erd8ABu3&uwlS#VYNxGAyxET_6ib%ad zR)CQ85af7S8SW-TJcbglL}|oR1jl44%vJ81tKzj*HR>pX`KuWlRv)%p-AHu;d{J|^ zU(@KgX3ANe@&U?pR6iW3-pEv++NsF$BsA_`I~Bc7FK!+4k}~k+x~J@QQ+XPC`-#j$ zYEMfv^~yBk%Qd;<05)^I!nyT&wd>=rC+n{7ZXkQAZ!B!*qc1@H)@XIzNIL!vfMM0o<2n{L0ymYn*@l_#~AACo9ZW6Kn1HvO|}LJb_Pw32Ev~}YL}shpJ76v zVG~1!e-rBwZqyWM^ds7sk|@u&H$IYO+{8Bik*mnu0rw~}`B7}DUuMe4MGCV_pK(op zoHNtEh~*i;6Rw%-H<%~1m~-;w*nSq69t-_Gi-d`Iv*&ny!LEt`fd1vh0lmS;teY0Be=Jfd_fV`E>QN-M8BLv5l%xH|D5}t=i8cll8>Wt$u)^lK zuFbTet$_)iX#?}L-fTeIoM^Y1lZXZ0wo~-7Gw`!Z3{WLokP<_-B!+Hjj@%-gm8GQE zd#2eZX4yBhu*@(e#R7-sLWk*MM+#kqoacD7#<7{}IDHmQg<};jZ=J5&X3(&W8B5?; zZ+p()Hr?Z7a1SI%#T|X(Y%t)QIOxpXFU|bdMRC-{V9X_PT#b8Crum0!;*4waf~(*< zj+;RDLeP_t^cHz6r5itpb!)-9%@Exw)gbmd_i`=w7G3ul0|mxG=_GTH8B0$?nkVBt znAYPt=;k@&mO@{_ zG>FRf^Q!Vos_|>#z=3NKGZ(hE)NY@t^CzFgQ9=IYUH&b6|Cu`ga;}2XgMgVwfrbNt zOtLiKN#LL`aAq{f@UyHSiZu8=*l;p9X(pKan?QNZP=+v!5R7D5B8QGN!Z4GSn5}rG z;3N96YGJm$Q!)otgjrz(w%d*L5C8yIH9 z3}YTtVT^^nhzpxd3O7ncv9}Os_eB`7Ba-tXxNi}{kx1q8NTaIA<5HC3xF$$iQ9M>X-dHm}Wh0KWSJhZQ zA;mDE%``#S4Fr-BeH;^0oDgIR6ESpsRS;MrcEvAro@_qI(S$%hEWbNkvB_RTG_D5s^! zM_83eRy&$CuZW;9WGYqI^TccuN;adNz%tGr(#@VX%rP+mG3OCO*10CM+*G?56ssUnKTqJ_sa-8iiY?_^F0Sm?m@^-awboTO$Lfn2a7pV zB(};S+~^^bu|uijXwEpsN~@{r;7GAJ#DxpTJ8F+F z)SaNbRTbb*RCS%`;GbBy17y$3EJT)Db6b*$B;vSaLf>#bXgGX5aAVuo36yYj^_%m00E@a+ci(8Yn{HX0~Fp%MaOnM>*CE?uv^Bn%^yS!%vI%TA(Wzq4}L zNgOu`!OKo!1CF#=b`m|dsmHRD>^KLdFFVO|&Xf4Z%T6-t*{rebBoXS4Vkc1;kvhKY zBzEefJklS5o~5~#fFyJaWwyV&Zw z>?BU*&%{pB`U-bd>?GM8WGGeaBsg4gsn|)3P|y!zCpp0${v~!2*yr4J5+|wFCpL(k zB>6bGS?na)J?%oVljN|QV?C?h!i{1l$vs=?Cw3AbLvP39Whd!75LbOf z>?HB<+r?rhIYbtQOPr)KJ4EaxV+W-U8;YI8;mBsB*hxxP&8LW+1URH2<0E#GjbNO& z*h!dJft}b%*sxlCv6JNXxfs6|JIPz?BQM2H;tGe2ik;+CHt(0%NkE^WS&U^Tah$e= z4vC#a1()|n;v}P=iDD`;L(Lc%&L!m7Zn1)3%yCzpQ_$wVoKNM=Wsu7 z-&A%)%aI)UWx!oEa%$4jHHRI&Fu5Z6VeP_4--lyI7 zMNZ;YZ2{Yf%b|yfoW#N${P|6;&LOmo$Vqwyhu}Jwlx^BYPQs!|t)9i-_KjR} z64IGB5ZilMayvv$Le*FcyjX;OZy<7#jYw(T+nCe2u1ijWLT@DR==3W>i=1RY3YmS7 zanLPa|b&chYnR>HhtS+J&}|6X{vYo8iN#eiJZi8T`2H1k@?E)zQ{>N4Ql0W_ITYN_S-O; z*nnXuQXe=*YlYrvtFQs@&2h}o9-Zb_Vq^(G`Doqqo9|Y6tPKM(&2-mh4jjk0L^`|e zm%4p)=!8eu9_Nlu)okj!YW+iTE`EKcz4K3ym`lkn9V6!9tO#t*Y}ymQG0RWQ3nb1J zN7ueZ>j>~)j*Wv%(E%CSXF~*6abtiK`i$+xJh{`JTMi)6mAVmK_%n)oiroedtj<{^ zpY_Z?>~7{n;=|R?8C)%Qf91E0uTco`yno!oEZRAew;uL>ZOyY+X|7{4G&Ff<*7L2! zZoBO4Yi-9}igumw_>$yyNy*6{q#NROsmJHCSJ+h<`9GLTi_9xZhZ?-;)e!z-M4i|9 zR`2U?@Yy~V$S>uR2EW|&xxN@21^6S|oy{NeM=-|?3l%|kOne^@L!$CZ z8fm=sGBO)N$6KnJl%sqB1KjXB$f;)U{HI7D-6Yzwwnh2s;P!!TGpR@Qt=_$_{LQ13 z!_+$}y~lTh9%RIPoe}+?lvRT_Jczq$celf5?MIXwS>{{Tz;&$4SRg&f9K1Mm!zb)p z;Ek?i+t1^j#)l?@{QJ_nFLJt!ug(O$9?s|iw5#~s{~2ulH7kbqO78vC;=9)i`@YWt zu{m#03@0Qzb_pqLMR_jPAxc*#W3W^6GoBw|&D=;8MYci9eJ(xDxaZw;(`w zkVcR11?3%`0Sf&3zFw0j_>h3e;$DY*XzIUeA)Q$z@c?~bcMj!4Kw;UGk)tATqw3Cw zHAmv}UGGx`v9bY|%colX9^j*P6c1o3nxMfC{R;HpWhQb>R*{eJ*9^n@GiAWav5)=k znuS}8lM7s(@Q z#WPy26k^f*!t^ZnIpLt|q0+9}mMs?sw_osv2%6Ol_cpvBJn`F2pU^9?YJa)?Q_$|N zOw(@0)**8_W>jEdLpS{#>h*@OsIHo(WL7eM^}fijfwe8Ots;7ia*BS`)s_N%_r`|7 z0B1eum@^t1QMt0Zko@CDTmJXA{&&-1rKKd}n+xw$zGubs&#%u;0SE$M*|AngKVAe@ zXrY}K`xbwjf6wi`g==A)$Vs~Q-^BjjeJJjx$VmXVq=h%irh*)ooCMi@Pk!og;Da=g zlTdSMvWIp*T4)nF$@orbVd0bOFzY2Jk)=ivep)+@5k*eY{{q4{rhf^v7dgolM1H^1 zzm_p|Ng^ldX50eQ6g4JWiJXKAR$6trW%ljxl9MRe;+#@kzK&#woWzDf$VL5n_iIk% zB(h|9=`&%ceZi8GK+D|mzxS0*sfnC~{ul~Nsr(TXE^-nJ^PG!n(^e$|=^`iLP52|< zUVf2&OXMW1JqTvO@UP&=B`1+3ciLt=$@;!mpKn`-nNd*1UY|RxXQDAR`(IrkoPE;b-t~iM_+W;*u zaT2CH82Ej~Nz{a2V04L-a1t@>oE0a*QB^)WQ`ffwLcyR-8mQE5};5;v`ZGCzQMK z>PFMmQia0Q-N#sm}{A@2*851Pvh23C9Ts-#W8b% z?)xF)ad5uR*5QOsKbE1crJ~Mk&U}FwQ3_$%j)9<9_v3%JVfW^i4Xb z#@{2Cbi^;I+^?m|PcTaW8gKWi-JVppy`>(*R0DXm`L}fV&vXTl!2pg@K>4G9mVtno z=RjJeQqt?dnUNqvVGz?B&HguNa589SCfIOZjZ=#7`pYl^GLj(-&QS=>gQ={# zhR*JUv&_SeMTfPDoFoy%EtNLP2%pVbauUXAIBy~1MOnnG$Vn>YSi5kur*;`}mz;!q zh{U_RTe)Sok;q9pr8zb-Mz^DqdzPF;&csG=LOU?3{LjvF?(SaQCY5L5Wzq zL}QVYILVVWkUkzsDPBuXB6zMOh)nj0OiqbTZi|Jo%@pTSQrgl|=CV>LE-3D&)QaNN zwzAZ@qiT$gXyX%Ub2aJ4+;pab3=@(5vLSu0CBwK~p4|!exs_?m&rIpbn&?r6>SkJC@y!Uvd&M z0ZO@$U8$AbE^-nB0^=uO-aKdCa>+>;C@i%kcgQVwUgRXcaN!%N)Zly*=8}_e)~W(X z1-PUF6Oof-0)<;;eRKAw<}Epi;0_G%x6rq$FjeFv91(FNhb|mwuU&Ey@*8Bk3!}55|ha#C*f)+Qd~>%kWy2T zlgKIx&MV^G7X&z1!If;%eZwDgH_(+H8l9P~+$pO9}t#UrvA#xH= zlpvLW_b*=vTyhd7M@5)&Y&h=Ng2+iyu}lTEg?*K#>?J4ReuE2XRrvBMQ<0NYD*`@4 zs?HowJGbN{0$&*L+6ljo6KNtR;SmHM3Bz}*JNo|PB=;0VNK!RY(;;$_53;n{lT}|& zc1)gJm?p60QNzDZEi7`(fE>m+jAqAqh35QJ;+o+UX*bo(NTbKfJ_tIrS& z&zPB>Nw-j-G(*g6&!*d*z3zBc;9hy%Q_9Te+;zWmV+X*@yXUt@o==ZHe?3-}8AKqY zT)3Wg;b+!G3I_(baq)QZ#p`7ke;$=NEyY5XOe~uSX<*mqWfSpwKuZ*x$Uhk`#O=tX zzTssP38_E%Slo_OuT>D6h`O$c*hFGC0gf)WBS7Tit;;47aPWiHvWYl&HvL>Sk+v!L z*s_Um`;Q+Nn~1^KF2-^@@*GkrHW8icZekNz?R7U`*+g8ffj=&rh$GMB?y`yK9`Lgj zn@HZnM6ro{K8g~Xh^qB9v*mUqXcKmE*+jJ8?zpvVB6hpc_RA(>lLNf5+>SKGaXyPp zB!|n}E^bF6cPY!z#U`Sq%vBVdNG^?gS!^QEi>g*V;&$XG2{$P=k&uGbvSJfCxON^S zHW3zr;M^x}M~p10o{CK*9RAO5v5Axj9a1DFGNiUf(vFl`NlDrfIQq<>*hEUG4sK!- zVbjKKB_<;4ms>725d{KuP;4SOwijQEO#~F7qbD(ud-y{}ViPercJ`6jM2@Hr_=rs; z&$rS;Y$BR2$_T93MAm?Ey2K`O=pQ$%*hIj7CP1-?IDmb?^I{XhU_ahDhReWAkw<91#Z}2a1JF-`ea7)~d?8-j>UEGeG zIP2#uZb$NT0+ioL+L2Z~ZCcWf$mMsUv*|9y4)E{TaC1%LEbOyuweTC>DNkohbbiHY!hNhq|$L}GC~ z8_T;x3rp>YloVa}o+Fa7Q`C;o4$|}RDyu&virNt;jluyt^|N;>mf8_%@-eM7zqv;h zMD2)M1kwKY#d7!aqIM*}`YzS{nBHT*ZK8IBKV&Pf@Fi$lho~I^ups1J%!hu3OYI2A zX2{#AuSP#i)Q;HHM<8l18-8pSwIfl^l(f#ga6kr5|A43+d1M++<*WX)HR-Xa9r=_v zNua5Ex;l#5kvnszY&aeg6Y-d)?*Ae&5qku`VZ}sPd(1CNOyrGH-Z_bhXn`l5N=&4; zbQS2i#6;ATc0eU2B2RH}m6(W4CI$ILVj?lXSfs>601PRmFA@{E3d)5@OoR*~+e%EN z8|S4~E-{g5oDD%@BJ%uLiy?`Ld{94lLSiC2izX^0CIW8Qg8C{pk^W?>Em{&2(Y5(p z+Gg}^#Q$|#%pDdTY%Kjgz`Qta50xU%emnZ+bydQ*qydyL%3@?&UDBSOmp5o1)&Ny* zquP_Mvc9&Rg~G}7$B zT?vAe{VHn6*Y5SbOOWf2m1?-T)Q%8C`W1l%R@9|-WT(YJ(;ljPpQ)%Fc~f!T(I)KRP|CO4t(qi25)N^zikGAIWi#@ekFcgqWJ9 z-jpYPpRC}ezpeHEu=@#ev$_bd zyDTpx0Rq9m4Q^io9cyQdY7tbr%$G-jmy`0Zy`TnYgX(tI&9rvBB#aXw4B)j^=&d1t z*bY&Os*!BfH>{!^8Z}^pvJ2~fs6x z9icZOV9Anp#5`ZnwbG7!Zo#~fv?C{>!V*b4A{)X%Op4nPsuMQ%t)v}U%VxAm+7U>D z0Nf#IN7ifto)Whs#Z~t7-;#EuS7+dhrE6_cQ0-vv{(8jX?yE^RyIy7hTtULi4YNUg z!@rCpkv8qb*~cTVGYVq9QOD^Azx_M%t1az2aXcI~q4lm4wr?T`)(vEQUfXG1IH{)H zlR99q9->`36=Z)u&3dCImGSb2Rm`Kbcc!0u+qI+o>j zjKmKf`V}1hE$ddNbT`ZUw{^+n-r&B4?)o$MQY#y)Ocin)u%7~)P?yrtkYTIUp1wp8~5-gNa%-GF_F2 zftMD;>&xI1M}d?-NSzaii5h7gt~BGR6!V&Ne}nWyi;PY?L8uJYxh1Q^myPX_<=Ci@ zi;?n!NS$G1>>D_5ilp-oDs~iAKZX)cDe~gv=nHbOi*gMB7|;dk29s|<$WJ0gObZ}) zpv#Ep1`2v|jSQQtShhi7QVXN2i(xvz8CjSC8fMZ?QP%;+=Mi;Xm2};d;=Gi&Pi1Jv z%IHvK-ALuQC=9b-wjlueT*>r zKkW!@_0(o%{w}n_wxxDN&rO{vj}|;qe=2H6Lf7g=$nrVzQ!z{JNPN;dE(*xA)=&_& zBZV6A2SI{rOyiNIcBHXNQ)nhd{=VK_)Q;4xZ>&cN)bI*zOYO*1*G5XI0yTQ$VNp9W zuyN`+lz$pE^?Iot(GzZBd{bk(Zh9(eM`pD3<`o4SkqUp8+K~i^4yPYRa1jE6|tKI3Pib|lY4e?L}WfqYi7)Q%*So1Ph0;_=NeqIRU#Ea8e8 zpwArBVy@p|p3o`FmckynZIRGp(bQ)lOa%xwSb7XwCX84%38c95$_byWn#Qbte6^;8 z5q~ULH!WIE1BgN+c|{nt89|*!(kK8VO^bGvNNc9hrq?L&^Hq*+u$k7fHPE$Xwxb2V zY@gF?r|mWyILL9@!Je*m25xqVUUr<#5XO-$ilJK!BDW+)A;{|y%?b92N%qZY_JZRC zPN;+DvWb*JsUI+&D<)!~2xPCA2oC73l(=Fd-m-we6%&E*d!mf)$&lxv%1@$=2BMP(qd5!`rEQP$=pLi7J;~!LObhwsA2G=@F|7+R zLMRmYPpl6jHU$~mCa*@`p`3z^Ys1IQ5#uRg1e#rZg;so^`LXX$;Qm&l+a|(9ykq?f=x;>PD@G2L{k9ZmpQ2^d8uuM zsRAb%z>hSas2q}%*;|FymRa#Avuz-A z?zsvxQ)cdU*4)TmW8q%LO$GMly)P&C&duyIo+og|rLlimCO}pygvH?~2rbz-CAJBk lovMoA9VD8p&Q4X&Zr98fKE-e5o(5KgIvl7@HDeI^kdcHKRNh+H2~ynjz7dZu}wS`BK|ud2nzJ{7dqIc z0CHHM#LRfm0G*!xEap_W4`wpEF)ZB=;b$S1fv@IPJBnuU3rqteTDZj}?X3HzZuAD% zU`sE0u>Z`;O;Yg4L$NSv@^i|cK-7S(Rd0fw$BF5MxX3kjKA@!2dl z2ZVckv*GqFzxLVD-odfvP}@A_*80ALZ$+C1Y?oROpuJB5ITdB+!nLl4yNCVWGebL~ zhg_N8oi2`_dwNUfgk5xAK(B@Qe|B6F+j8N^BfIRjHFH$C)(3~a`JEmS#MQ%PW%VvL z61u_LF>sINv9QaZ|A3P&VjH&2(032(6{#2c&qZ!sID)M=D$q_NxN%-_X~?_?Yy#R9 zsa3i*#GJ-S3t}2=p~G+=C(=ICt1~F>^3sho_fapO>Dh%5A$*Q9I^0O141zeGAo!5h z96PXVS?NVY#`=PY`n@JauVOcwF3zkTlq~+7D<+mcK2fy+{}yp+b_w$7a!Vhi!xpc$ zxS7TaupRE5GdPfYuYD%+>T<_r3de2ahhOfw#^Jxbp0qruybOoZ)Y>0zzHr^+NZUtf{9u6%put9_N5_M472MFpcNM>Yo^>IsPt z{*KjdUFv;-rzNAxS*rRn#V~KlE1{0|zBCu2;&60Ln>c+ip z%~u4i=OX!Uh$gwkLiOIg;V`o+xbWlwGtMzblzU1!?4$RAy~>i7gX_|TTO!{4$SvBP zXY_Zp6|VAa+|m4W-(ANxB1a26Htv|oT0`97QS4X_?LKlcvtPCNbY!M*N95qomNQP| z9dGNQin}g%YD!-F{<*Xn{bSGK%{w= zWd>nsi8_qdq}brFsCgSmF+*)jImI$bcW$;N6dETvJ<7e~MQM+hLrS~&UtXOo#jgz^ z=-l;(!=IM9kH+;TAzMOSzV90N8Az@`XSfo?7xunNQ$p!)wr63<5!-*~7R0h|ovey1 znjyIKpC(LM zo7{@96Jr$%D#Z>k<9?*NJ;rEJ206`DO(2%cLN?GY8(IP20W0)coZ|uAnsSsMa-z#Tk zB**WW>oXrup%@-l=g`IM*-cskOA#W?6ITiG1Fc3)Bcov9nR$Sw0cnyF3sV4?X0Ks{ zEBQ+P+~Huj3N1JRq%)zn&^^g#K4vHeKikjVQb{%Ow7z!)wLYhu$VCfc? zK8y31>EdanHWpNprq||g`3JUJ!=?wmx_NFXJx8E=Zsw*N_6^nkytqBvh&8C`@0{P$ z!rhlIYk58+GdZ-vrp*!~dcWYLdW>Zfy6aK<`MK&3fKnVU0j}dAb&w2iYo3KH=wS@( zqTr<&;`SvLLI{Yiw2hvJt2ya;8t9;!3>H529m9EkF#F4GYzw9=*t^lIpJaQ#3|$xi zY`W&m2r#rf*7uCq0R>z3S7-ZldirL`8K`zKdj8oJcS@Gw4@RCx zs@>6pzhv-N8^Nw6ZM)!R;pgnC4D-r*gYSCHr`z4Xjw8o7oV~f7D;By3-k&r^kv*&D z5lr^9N6D(hm#O;xrXKAG-j!Ey5h5(kZJo8QQMZIPFY+O_K)A5#mrBskmb}{A#~Cm? zad}>q9|_nMbx!Vr>}Nmi^(7cU53bgUUwbNsc5YRVtivD1^&>Tyd2<%D*tk`%dEQ#S z0LIf^hX^Qn>)8agl)|iw{D^N~JL}^wy6?f`ULL>g+C#+zPoy@Qb@3hWFcRe|f5Zh#3MYr@+PIcYC87ogA9A*4Rc5ui%0Nak z&}*{@ckc=t-K3#}5bxZ(W^nBISq5UH9;n$p7jUyk4)=+61|4oTI}C^JFAUGW2-FbL zD@Ct;wbK^8^=fe)A?%4ha-hiyfR}okgPPsbtZ%KNf`r63ZS_tbYP&YaJa(r1L+K@P zBB`Hd_qH8_ZJHkQ(6wM;#_-V5hL}M?>5vOaO`P`Sw}L8FrVK14xIi)Z_W2gb>>A6; zTKQqV_|xL|l0@Jxqol(P6PU5U>0|?|m3n=zA6CMEU3NJQLgP`94?^rRwM)9@x0#|< ztIl1%%j7~|)(mM&rYHQ?&`gSLqnGBf5kkaMCkq%!-+Sqb`~zBac+&^TeUyAlPp{Z^ zPTK4nbsF+|{?5JINOQ-SNiOg4$CC}WJa~@FD7e<=)E2T=c>89ZIt*0V?E0iFvGWiB zIyZtnybrI@41C3NXJsMfZQSHk3ehA!AaFGR1tG0vBxSLq<84Q7y4S`p4^wOxNrna%5E3%M4ei&(mq2*>Ut{fR zMkYxz=$c^$EIa$;XY~ObFX}u7%jwU#-`H z8sv)`>NGI@@Xhb-_h)3ilaIK?nB^|V>l>BpF~4WsMZ_?yol^^qVAb|NmRoSttkN$o z(LQNV{=1t%Gg{@;{!>yef;FG|3Q4{4mj@3uE2l9-Tc6>T!^mH^ufcRB3wJ(B5v1M2 zj4vc0U{*^?Y zw-~87F!D5tstqrh1=H1XWXIqV2P1tCOtKImoJP{jKos~;r9aWt{z&N#n*26WE5+-b zG1VJT$~^)F8cmKTOWlpEcB1t~M#5B#BnPdZL)7MDg~M#wW^6$@Lp=v&Rf&_X#Vd_) z+G9pxjIKHNz;+AV)1}!cap!l2+(UhJwI$ zH@cLIR296kbf+I1oanI- zr?w_uoMEgS5T;NvJ7!p`Qd~N$T=b8b2kdQB$pm1+ zmgY`U4jO#%w$=54ic~xQAm(S8oj!9qc!qLm!#ow+NczT}7Egq{_?LFt>jwq;gAV>V zMq(VwCf`xGmL%$RJW$S4jgW0B=gVM3Xu`hO}uRZHxe=z%NZK)Xm4}Hj4u=D9s6GEeR6s5CBn7 zF&CwDMFyC-N&^HUOV>^-s$OmoVDF~v6sV85)7`PEM53*?yRIK5d$%Ych%d__kA-=N zh%k|_M{%?v&Ua<#L8wk}170o@HBvR1%Zi6tkmYjQ zuggV0S;Z5}^*IdasbmF)Cm-b5k$gpu(Lkl|K`u_HBR(#ck@NvYgd}_WL3CC%W&b}TwQwjA!m$m8R?2!#MI3LU5MzCuytDax4?Bu z7dj|g&xl}vbI@0!*6VgKw;tP&7>`hW-Owc$h#5dv_C_UvBm1<8QOwuPq0Kw8NpFn> ze?+c49VxquWn7373Hgk=D3y+-xgE`Dj7n4++k<5$ed;G7B5RBCfiOdL|xRzuem8koS6dy|pOvdWk z(9G0iVGJ2eNIsm$gv7YO1KXu1*c!v_-AYQptR1p1uF4X+{e_((SDFagdAObqPGXbp zq(~33bO%$qwOH|PVqNzxh^CN62z0)R9w8D~h994iro3e&-<-~}MQN%SJx=NRXuNbmMvxa=GoL=bJX5rc zB2CCF2|+_+)T`lHGINgpudJRJwwO!oNy=6ZW5FjmtPGx5Oi13Fqq~dN-_8vx;plu= zJ;(Nl@{AzMJtb9CU5_C7(q7p&B4Dz&M-3C+CnY!MDZk-Ca38Ca44_!!z5De08LEW+ zK?C1p!-$ek`Jxo~`1gFJ3l{P$FhbB{ObV)}G1U2mMs$qs3cHk3s6WLM!HZVS+^Rdy ze`_vBsVE&L>3Xm~z8sTQ@RSC}o&kXR zIi?J)ROSHUPbxN@sLR4#=csgNIHKO;tIc?-F0jn9QplnKmn+Mh@#10fb+;2T97)uD z;+cdeBMPnu{-yfKP=)=?jxf~kH~Ja%x4uH4I&yM#vXRn*e?9e-Xb>;No+`@&6`#0&C8)Ymw>-^3NM*^+bZ6S+)8eMMj`Mdvs3Z!_&o{ zD|?OxuF#*oIxq8Ksb`#jHUg9Fpzrv8LFIu`U#jLH@InUi2)pt@}?N@>~ z^1yApom=Z1GdNIE-H{Z8j&qfh0V-F`blP`SrG-r#xF(&$knO$Jt7NHS@WCgqD{Gnh zb2m7(Z1rn;?~NOJ9~St%KKPzMhGI-Sx+&Viml@tX@|*%`89QIylC4K-Hr?tSVJKb` zC%)fSex#_q)m#KZS;P&&tM!eb`m!d3g@^hK>IDtLXGmdKL%9V~|2Hzk=8iOgt}(jv zTuf1T8KihND!Ul^uqJMRp?)R5KDbFgNKq}k8?uq6|AwsJ+ALgcC^Kv>PoY42VD;(u zq~;u{<-O+xF#X>Y=ff>3Djn>-&z*X7Me@04@9TAVadvCSRgBaOo^rcQIFAIu+sfO> zA`ebT#{*d{0c?HnT*p6;*K& z zq!)%O+Hkr8aCgTCDFZ1o`Ov4MioAHC?>?$J3DEXW{4u6H4Y)P&Nr$5WEhAwVg5o+M zj5I221oev1V_X*a(eRkbXIT(Y(f#?Q6;C=$O|}1Wv6>=!FeY%PXeeXHd??_4!EOJq zvY(*T_v=e364-+Kv*DZaJRcH#7sOL^hYVA9e%G($X^xJEu{CL&zDp0pM;69t4y&Jn|gavcnGWiGkL5{px-Tc+3`y@dCwvZE)V-H zc#YIW8l(>W)^%Y3gFj*8LSX%#L^N_)uBRkNGVnPn>&}C9C(DJ?HjiJ`R=>=?q7TE{h>Hod^>DHX^yUQcm_r7YqQY$y|{q$ zKeFTduC0Wn$plK3GND2L@OZ-dS*$9I_1qr}vDKpDR!pw(@WbekyW#I@2}yhKo_|5; z{Xh5lzUbW3HPr5D656_nn8Z({ZW*s{LcY}gr)a;<*G6l> zCo7~V{{shitzE{_FWMB01b@5_>E56!j|l7n3(U(Iygf0f=>~=CSkqZc*FV+I4KiK5 zQdx{ZB;LG8DPFtg+E%Po(jD_W8XL-b-VH?()&xqej7tM|^{>M;ZGOMguu=}Dyp)2( z#V>on>067g@^MQlPTrzq^7|bYX6bc5rqla_lzuCT$+xT>vqcq-`6$`IyMou@CFfxg zPsNyJ`$|Js&ohKwk(J^aeJ_>0ecKY0{BD)LKeTZB@3ckxHC?%tXlOun;{95A=jQj% z6ju^U$|}yRWxvU)ImbY*x^#Z%?LC)W!@;6&{+J^!kBxEq^-t@N^0~*Zeq5h?#%@cm zx^o4B)Ay6iy0Zb)7|4wh8b;n|VWQCxX;#S5$yDQ{Eb!#aR#cWgx9!V%5sUlf1+Z;h z=^DY3bw-MlzE4n@vRz$Y-;A1DCazJ|dy;s!w>k4g7q-7dRf@88&E+_Lu=8Y zVP!nJ>0#A-hTF{6!JqHUs$3^R^*EygyZ!m_U&s}(I za9aNBccZ^(*`>L^Z;$4nT~lCkg>z62iv)AWm~$o8XreH}PMJqzt0z}L8?DT<9VF>7 z@n)d%0!Bm*B9*#XijwtsuQ0+Qx)J$JuG63(X*}?d+l=e*zIm{qy`D^*x9>x;qp{oXurgsJqPQP^akbDGf9`6JS8(mJeO$c1a*FG8q=DM@0 zmGSf-tZaj;ndA};`kAF2nZ#vmrXEkTjo5d_(!)dhl+n2@A1|FG&NMJV!^W6?krI4b zN!DNSwQg8prq9d*SC$x6))51njrcnMWLokH+_O~4qK%%I71TTfAyz6?M+}RF&BQ?gY ihr#|%ePs}fGo7=vm8!syLxz+X#Kzw1NdcP+$o~hiF~v~; literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/000aa810_S1_01.tif b/tests/data/biomassters/test_features/000aa810_S1_01.tif new file mode 100644 index 0000000000000000000000000000000000000000..67d0bd414496d523af111b1a11cf2290701207cf GIT binary patch literal 7372 zcmai&d032X^!T6IXPTwiYWC%+B#Nd5snkphA!(yUG(##1$&wV!R4SD=QjyGvgkG{G zvdpw2Obbe>XAr&RCCaNve!cJa{ax4h_t)>fuXCNxInO!gIrsg?b6w|IzI-l#1pt5w z05Ajqn<3$h!2TD*XBau-dp{$H|NN*KM*qkEppLSt0 zJ4qKi6PY(WH4FDP2b|2@RjTO&?h%5X9B>~I) zgm$)xfSk0JY-Xf(WTe!)e6R|$=2|!qjI6AZpKA=W?a=OleY-F64O&fHY94K0IeS%p zx9^2bIQq?^wzXFpt2&|!iHBy}RG(RVz)5L&csP@1;4QQ6n6orsaoWk%qC2k)=9Y^S zlP|sSUfzBv_O58##g7XY1lQgQzhT%rD`EYO%f6z%`AZpMuaP*M(vWfKjb_^C0kmSS z>TepsNswt}cU4Rd%4x-u4kecPUoH~8w^?d%F~#Auw@vTrN8j)`%Q7}jm@oI0Us#Lu9d9Ks&+Hm>G$&W^Tz!hei*5YY0IiqzKi{)u*uLoI zp|A~^$XQYA@>242>jP5c9i{<)V~c$aYi4B!ry=GY-JD$^xfv0RZXeeV-dpK7Kl4S? z4RdzIwz?f9sy_pEh8zltUex#9qd#8oeRE$@;i2bmf5SGR^KFhCQ$GBX8-`I=t__Qy6SzZOveX|= zYbje-RJK`BUJ{;m_^V#{WUE=cKI?s=BhcKOqB@DH)i2)yEH>J|W&f6;E!p;IXGNKB z)?T`F*d?;(kEj&s-?)*VSksLh2h+CbqBEwQH!~Dk)UE9RWjJ7a!i5k)wnOu{=oq;0 z=Y!Oi%0W#`%F+7K%!c!{rW{3lVM{F9yKUvy#0&G?xQQ*cJF^;QJ3PxyDfVgKtq|87 z82`2WZ#45>M99YC&5TVw$J~ORrDd_>)9N^QXtyg_Zwt;SdIsauWwy@o z(-~79CH(VMVeq$c*Z(@w)Xn>x2*j}YQ%Pp~a}HpKF30^!+R|@_dyxLlv`q1R5f&iPoEyTE%JzK7+$})m($X^ zl1q7HPXg39mms^n1 zYi}R5jt)_X0%o5B%o%WNpGQ8-h4rbGg%WXGYR@|J`pB20*hj$_D-+XmcW={H)@+!s zb3zPGX^H{D>bB+CfO@L6M4Twe={afB64{LET(K3divh#$_K?qrm#=zw*CaL1wA3b> z2Fu4SJ}*us%3}9C)z+>&FVCE%2I8MB|LE9UTzcB(qZd+};#>(x^y;rEv_63*h(fGN z(i(Q;5y!O|+Qqe9kx8O7vMTSf2x{RnpGS_ysp9Ulw%O4bO8N2&;&y~=VPS{%guwlj zsKTWUAiauO)e<=>pbwYn%kPl4{E}de=t=%7vYnIj#xE?e*iTfo`(2a|(axYRJokZ{ zrLPIR(zle%!1+j zh`bH{=w_ z4w-EUxlK}IP7vORsOp~`>$IF!9y0q~TPdxfb@!vip7tb}dEqs6A%9cWyutQHO7n4P zo2!Sz;l9TujYH3glb05vzckL?b#Nz5Rqg-5^W$9C$|cVhf8=LXt4`klypgJ1k|FQf zxyZd4?Jjma_z_OIMm%irYUK(&NK3kLzXaprxOU4EM{`WEb(eiM3nu-2;ifnV!bc?G3&(zk8D7yGR*f(YYfgTWeizZoWE#o|RTY`;7G$=>K~`sqm@%}o^F@6hI$rRCkb zr6wWdbq79cLzqZQ0CJ&QX7cfxCagEy(L4=Cx$Cqqi6St*VY<`Hf`$y7^VTt%o+J6z zavS&oS99{edJ|ysbhAOR*edPmy2lOD0A|SJ69geNFaE(|!}8X(V^0&!-N^iIyoX(sak*ZXp0_Boh^L}1qt*LN?);WfU27NZ^=jj!cQ5#B zNfrALgzK%7BQfRrx4-+O31OD|K8ue9;-3B-XoL>o58~@l)d0-V`7n@7cAj{~6=>wX zU!6SX=<6m2@2aN+u7W3%?KyVKFv@XP`O4&HEC19;*JH~ry+BIdEL@Uwl>_r$ldw8^ zZhCjxcc+i8gqYu-?*mC3C`mWv?c~sSt98;PP>MQza;&~}3YN5T7^vo(Iz8y20eRNH zp50}+XrU?R>=;b@%gG1g5mtTZx9Rrz)=2%)X%{3sIdtTg#w;F@G%^jVcEefz280Fr zU?`ABFwkWHA{tBz#|o2RS|J8{N)pY6E8mb*HVCpU4fLXm91uDefwCRx?Lh>V0_4>w zAz&zUN9Bbe#s0|AO=zhXQ}Y*ZCERWG=s*YQ!uaOyFN!n38*?zkAyS~bkDPBjWAWqhDlC_YSv@++fVKm`-ou+!9h3zjZ} zbk&9?9fnDKXzgMHK+ViwMptE!HRc8sf2z`poxjdNS7{)fXXq0NSBv>RI~d?Qm=edx zPXrVm+^Z=}*&~E%5wksyCOe_GvxudvAW8PHDQ6iHJL=9$Y@I1zb%5hj%g|h8=0D(q z83fq^Zhjk0JkI^n$&)?h%Po2B5F9!~_xZqAxd{{r0?If;3304`3Ut?)Foe(-O9quB zUwu&c&QS3ZEa38_;T&IMBiRi-DBY+-gq2Zg*A^M8?6I;26RI0mSY_zD(nJ@AmGNfz z22wN?*n&_~VFp%n$+RGvtt{nP@0u;^;HrIQcgRt|C%ARGnbL@>TQ`S#%s@5Hp`M(h ztJaqsnCn}~(AZ&Pub2zd;HrG{g1ao32tjSIkc#*+fklUwqU*wbeK}8=qbFZApZX4| z*^lrYnGf0G#5*m0Con((jrv<;1CXGjqN4;1m~Ta+vtW4`8pjHX(T5$e_A_H@ybv~) zHbQGGu*&ABBT}787<09iJ|#;_Y&*Si3N2$-zyj4?lFr)G67Dmy7)N z@uX>bHc58EGX$B$?r1h07RcRobg`_N1)N{psnnARNxRP5E8iPRP!6;kWHFgft8>sn zR9U;DUn>tL#L%8C5yp5o5vaPlC7lpQS&FB9a8gzi6iLpsaR$`PvH9t&yM~p$7W-p) z8h}gJmw@WGbS7oHh^GGTLO0QuO%QIFyFicl0LInd4v+@x(Vg9dN`_|A?U<)PA;R47 zbC>R?LcQ)?QlhGoV;iwlbxmJ)bQyg&ODNYrmaq((z)Fc8{uzLJf?=Dx9E|0OA1*&u zN|4vm{mWO#+%U=~E4r!)nzfYiTPsz3B(TVn-iVM1**6}0>Mo)n!7Bf58013k8t?)M z2I|jV$3BvD`_cYmtEFKSW#Q`Q08X3(|Az5a&gUy<`xwySQX|Aojt^wdk$v-BV_&gy1>O%@qfon1V$#(L$+#rxd(1ZpRmKx}G1sj|T2J>KhE(Jq|d_b^nO)X5P z)L-x*#QZo(^DLyWjjqA3H|Qd(F6tTdu7{LZCAeYD5F9}37k&;EPLO4S(84K-?lNL6 zLMpYTh)1L^$Rw31@i;@K?4~L-8x2jkz&LNO`9|Ffmau2jT05e`lfKqD40HoDs<7jp zY#WYv*1aT{&S2|{YPK>WYHclAnoZvOAR0u&pz`SBZF*oAwWf31#;p|C z@aL#15ii&6fgJV3tM>*( zA|V1NZbuwg16Rex6(urcBFy)cebR#n$?1JB^H{o1=vzhc%B@sDv!8L6K=s?NOrHgo zvR__Lkj)Ho*Arf`EAO&Ib^$xIVHWifHWJQ?c8i@&7=+UZMzu@laz zX2~qMDz(^CPn>>;>5r9JllHAU^v)Lr^rQtw(j=SGx?>E%X$mtgT}7toMlzVGd{qU0 zUseWG!-FOd2Nvrq2$b5>nIKyqxSCm9g@;vQi?3%%Gx)HStZp?^SOyfgWGk^Oh5Hd^ z7hPA>m|asr1~l5;uTqinCnkK$-T_s?9Y4IwVd3&P^06Nq^IeB&P!HJD$* z}bLVl3llTf6qGE}cB4$AlgsxV~bmVjxDlA;pTJ_PvS1nVpZ$`-A` z6ObJ}T{6WIzNZ8ulrlOJ)~S3&=7C1UI}DZbm7dV`4BG@LJVCKHKcl18ux*JWQjW@| z{FRsniVS}&JFD8x(NNB@{VBjPUhukex-O2`p&~dEp`tSEcbo@fsmhz@PbA{Ksz-oo zgA?hMsz3xpyTCpM1J$@!Cog=BMaw!b23Hc*e_ec4O;TGRf^S_?+5*yfRqRH%<`ezL z<0_pOO1JZm;BE$>75o^u3{G?90hdpFM9I9_`^T=xDu{|FS9$@i<|)?!Q?06p!Jb^@ z(7Ebq6o+#a@}{bmUt4EJms_I~EUyd0af*iPCmp%qLEK5#8`5GrZ0ts_w*Yi9tP8lQ z+G?N+sNsYeNbT8mQ8hE)Jq^1GjqR49yCHLwc>U9tT6+<{Tr7OUb<_Z|ev= zndO~zl~jmeaPmqW7zk4u*PXlz7h==Z1wGXy%1iZ$Ey2q zUv&Zv?Rmf%$B5yA-k%S2Q%D_89fGB(N!TfUjW7qVtJ9QnIm(5o5aW8OKTl_)T(IV93h+0UQa(E@&gOLQ%z ziF_c0+n3TRYr_F!t$lg+a!<5l(L-f2ck1*b@F_|;=TT`@1h7Hic>S@|i0WAPSZ9QW zxweJ0(!sOTsb^2X`FOD5NogNfSi$Uj`&5>V)fhbO8>L9NywdN_RNWX^u9k;n>dN@* z@mk$GGVq{%Jrh4PoeOQmoigr_7Gu??I$n!#n)xu^qE025J~ppwiI^uT?>gnl1|xYq zzvnV7RUGyFwG^#H>o19Tq5MkHta-`XZ6G$~@)BO^)MRB+_xcQsu15b}ZjbN>RSou> zDuu(WiNDHUN&AtC*{@z#Q>BTdCAWH&Z}{@bK3=1~0!umYxKC$Dgjv2`-%W+gFb4+u zg?pL6j{Z|0(U2YG-q?VQ%>f1m`T-)OH(iETl7}74<&Ye$9F>ti&@hv-|5Qm!cBu40?{Cyb3gPwc!#D0-g|rP~P*_<3OF zU*$FAZ_KFDi>5UGBA~;C8hR-2i>evpZ2VOki&q7F9S|AF<|9HEjVWzml96$N8(*1C z_`Py`dI}{5zl8=80NJ+zDH_IQIY<1hDuC-weHZLzX>!;D3Ey>9IK}OW&R}d=Y}a+EOBbv)bBPvsQMM! z%?3z7(!jJ3P1bLAM8y&M(h zw|^0Dhi!KOjz$Jv7d-4eM~=Q2NF>q*$Ef=wzu2DSbIKRDeGI?GSX~MKuH{yQ?M>bKZMX2}bc^EdnHC3?l4w?eX>Y!0>(3^c7w2+P zZ~r16?ICuJfO+#t&$g*Gw79$QO%z(opph}UEZ1ARZ{goRn;Q_n9}gw5!TZ0DS({Bx z{nkGOy9%hoHQiQft+;tjmNtZK2`uA+IIgU+MX&xXi*C{24P8r28=Z3DWJ^9Sr(w>D z0_aV$K;K~Zc12_?zrA#80<6h#Cy)NY?f}0lz~)QdmCVK@UoA3w z6drVE(~1sFwjhn#cZZ2xO4nF1-KuX|x4miavs>jSg%UG66W^HAmbU%rz%h|^IzEf= zfN-n30F!k^yLo!+3lZ}u?u3fNSC+QFuQf6B^;ZVQ=hE+4JHngyEMCoOdN|$QJLxa`T3v_|f7w*P^X?zK}yKJs2d(&~NBc!E=lXBh;PJW7h z7X)6jRP;FcVvrThK}8%?&#dD2VR_-=@E#376vX%MKahV0tx#dn7tGHLy{qh&Z3&j8 zE-bJ=c*dhxRdL}GI{C|ks*&(Xb!b#CEYT0(@E-wG;dJ{=#2~A)=C2PPj)?8+lmwLG z8*}sCJ%PLroLDG+5i26vNCL916bgcbKkkZ z{)8;OHEVmM*ZQD@m~=apMU4zz3@7!I6q(;f2V`(v6EA)YTBv8A7`KE^7@Ff`L zHsz9$oS2X@kxP|Kpl}rH*+}{L+&9^N2GUV-Q)D&P4cL*jbN8ZD;XI}>*^sQPw{DJ+ z@|(C@k0fWWNMR0eB^fwmeuo2G5^S`oErDX(=C|xmV9p_OeqJoyBU3$SWa1smmp)zE zIvP$^L>CmuZ_wd5OH&CDi0z17jg*Br4id`wnB=k3>@(eFT{4;w=tv#aiTHMS41v{TT1~iQOJlisArVjjcde?XyR<%-W zMm|S}jwfqlRuB~j^i=Y@7HPu*H`kco2L8TTddh1=vnL$1JY%lUu-E`ic00TKm=P&2 zVZ|KpB?yJn@s80lJo1-yMRFnmdt!%|n@1A0>+5Npbg%Ft(UmNjNb1^}=iDMMxvLT-1Q5;3}%C*DLEJdFF zXt9*6zqg|ob5&$L?@1jCWM+5CGJarceFrd_Mf&c-^PCE}sDW zGe*u7U&x33JFBuO{-;p>tN+sir(*r5{!cNu{J;7?^Z!@KbuVPlXmRWU2Ho~jtbc(@c2*jdq&Qleop^Bap~Ky|8^bQQSE5I4#ba&5 zaSa)uhtr>WWPyN6ynxEt?PD_Uyk{h>J9-Uk? zzc;w><%E^nGnerCB|JgKA~$tY;M*^r=Qvg8hb^ah-ZWs%Q&0v|g7I$jAPre1z0!hq zg|pW!YD%d29$jo`wsFY;5Kd${EM|!6o}JbKHGlNTT2hc06(Tyct~ruZ2{U9GF9pAj z5tb&7Sh5dWBXSaQas~@cN~Q9u>C3XxTr-x9?KEt{_*K`6kSg~}b8=CZujhHgl}|T$ zC(mj$5p=shOedKn{u_r1>#3=IFk9 z{FPqtbsf*7!u^iP&Qe6l&B933w{uRBX(OZlj9`@eYPf8XS82|3aOVE#oQl1e=x+tk zoHB=#@jeGs<;h3#+_iyKF<`J!)X273`&L#RT2i)y1Y=g7DscC(I~^}m7L;) zKi-1eDqs3}`)L8;=-(|V+j5&;r4JR#RR{HHd9oEQX}>%sqjPtxKg`%K4?q4|5wYyj z+jP`jOknzs*CB~JGtte{vvlaTaXG?j<)`hr4u1IUzY8q>sHi$M8bNOPJ^r)mRZYZi zC1AzSM1X3ay1Ds0jKZyG0m8!=-UM|sDV{hy$TXHVa)>IPP}1s5&edh+SQfcteO-># zTgo_;GfaX!%2$@-rW#}B(1jGx;=nUa%;{BwH^>J3T@L07D>v~ z72;MH_H?0Dvo@XGZN82mEwf*j(aAG8>~()x?Q{)$N9Fu@7ou(&Q&X+v|SFt%Qf2ml$&_%s(Tr8@`FZe77(@&6HR>2h)Ymz-%mX3oV1cG@Hr!{K!VrKu2%OV zfd#SW0O~I&_NR#Y=<{{Z25CRtrNoP{Mxhf$3*Dd)yF;opesM^yo8X7ar_b9 z%6Cw;nlfwErA=H#_` zZMY@9%nLZvLlQk*_~-Tu0yP3N;1!RMRMa%sj{0LQoi?2V_=IC;^nDgp3?cP-Fd5YXljKb!13eBcuB5v@+Pdbz5a zD*qgF->q7-u6>Y_&qj4Pw8LQ^&mOs?e#CuNyzo`$5}G?xu64z*;S2F9O$D6&efE+i z35OO=>?mPM4=j7_<7wN{QPJ)8+&X)=(?t4f-hFX9b++X-6VnVwp!(}Jsc!lxT2Rx!W$Z>3uHy^H= z{i0F5ANh=S|63vEc|oA$(bHGPe{h7d>mbbEImE;9e!&(0>g+dSQ* zq%1o7eA_pTwi8=*_A^4gj(;=rBS~#W%3L{$Mt-&U?J~+lC{liF0hWY&lILyZkCu+x7&Vxf)T+uxEUS}iySG3j*ANZL%NWMV{Ooa7T`Z;?<^!Ko|7$_^p)H?dl!vEIP; zIfYYA-8EhClzO<%3~9KI*M)JUTM0g`XhoSo`+z7KWlK23y@OQwB!V(bl8T9nr6jF^ zE(3UVU&yL^Lh*eH6+zG(LR0Y+T_WZJ1EanHFEOU-?3wC7BVRM5v>D+$j|RE3H0x<4 z&P-Vm`J)?M`U@kuP4D#KNy-q3fehsmfpQL$8U@oxfzCLljzE&9vwYLg%0W(ICR{r?|>kl1ySut*3+4sFLf(x)`?j2hX>aTs@!n z+yv>0;^IUToT0{H?fwTW2y$MyDj<3QPQ~G zeC2z%c%u!?9i=v9U-Gii@4^CS7pw}xsg_{phucE?xZ?A+rSUlZGfHx@oeV{SQti6s zXxR;LRldEF&Ia@jv@#NKl$TuTpufWqWjn5_VT;tj_<1LYM9>d7l{WHKZ*ZlzoTW7| zb+mK07A1)yj6Yte>;UvD7tx;6b^CawZx`uX37R37RbTn~i_GrdVo^L6^c9y87~p&I zLz+Z7DU@eR9zqz=T*kwhuBs5Cy3LJlLr@kV%ADME9)NnjyT1oqWXdgDxmZ-g6Ma}* zHnqQYOGMjgvR3}XxFz~QlsI##e;QiHrI%%Th&-tBY>%=cjHsO8U%E`%3{%)Gd#I#I zeQ0H;JXQ8o>0>W?JyDi~oVf0#3uB8`di%H1^&;))+GSqS8G<+kfZ_x2&Z=;~gCG77zVC=5y=i|&W*ALVJ<$*af1r4tNYYIqNTp30p}v{b1k zL0@D{I$7q-|I1jW?`LX)BLd7AiZ}4T=0!q|7!4z`+?gubW^C&gCA-Miosa7A!Ree4 z<$=*k4*>F7$BaU#sxdur>vTmZNV7g5jR4Y-J()332%tM1Q(lCV_v8L5-5@=~(y%u4 zD5+8@E#OqF$_A-p#WCwask2eQ^*FsL2RI)e(2CRVz;1c45h`cM9&9Wh)GM zFIlvQp({;3;EWYrp*Fas$haiU*_6jVT;&M*OWMVxUQgHC zP{G$3fvp00f>FbR?ILr$>frVRgB-f+Ak{zqFiLaFk*ifaU(uI9RP<*{t8 zSG8Ww6rVV;CI}~{GaSQDiu`Dj%_k4Vv&1V9{mG}K-c*U^RKJ`DG&1}1YgF-EsO>bj zjG#QpbgVqBk6V-Prs^2gc;#ggg)824xiSQ$+e>ze{7X7U z24?*=kN{J#$v;vXs;x1K16Pc5KvCqC$|9!dD{P?js?>rkJ9u?K$&shQ22Nd5TJR*q z>&EpIbq?)O*T-*4 z9m&w{n}YyG{TbzqRx2Y=kW9m)qW}mtXspp$Wb#bOEe25eyJ^reNA(mrX?II$%i_5- zixSwX+~&jHY>72>aMf)Yk0suJdr*oM-yrhV-%)DeI;$353LJ!CC(~PWN9k&p){p|Y z&VU;%z6;gzR7(>s}5BcL45TAZvwAaL!bQdK)-?{ov#hWz(t<0BjirVjHTSz zd4z}3bO=ICx@6CZ>fc>YEXn#qn1y!T$}FyW=0mh(}xjRG`}LW6gLO-z1x z5A=)v_xc`{CrrBeF+T+@QBsbiKh|Stvf|#*0=BN2y}h_klxHMP?mKcAE$Sd`Ki)5W z$=e^Mtz|7B`eX2;GoLB#iHiHf0vn#% zl6%x?SYLxtWj_z|U_%sC*vc1B6b8zDaWn)Yc4mh~zLe!))Sq5HO(2U+!LZa^wz1)@gd9jD%?{^CkhZw2*Skc+-?{jF{rN3w7< ztd*vjXsq3;w#D<1=;<)q&$x&PdsJf{WXPw8^Zgh@s?s68eMk zL1g&aPdb0Jvf*=h3|`hl5pMb-0$3XTm#Pc_aFlg3`>Sjl54!nvXfIy326ywoH{}_M zGWxr)8YLE>tImGcrGb*@AK_P+;#OAp%}G%TAj+StYG=zPV8ZU7QV6Lg{v6T)nmobp zSHD#6IRNsvZ~_pUL!f0X4pSd1Q4wA1-mr*#t72bF$!pxnUAG^q?@Y$p4*{2tk1^{) zhD}R(%i`~P|50Qj{!-e>@qNkfjGe1Y)}nS130l0X?`e#r3wB_+*gRx2 zu5`DV*_lVTaVJ;DUb#1G=j_i^XmnxJC3LCR?B#z(IR_4$!;QZ__iFQkLv4YDog20s zy)o2%|F8FW%oDVg;cK}Q^<7cR!u^qhd%U;hvZF7-(emGRM}$Yiwh?LfR|IvvZo|wx zc{XTbR>OiH%x4Li^#kOtj?j*G_l(gWt^niM+dX?Z26^HROpO;8S4bgHcSF2qvmG-J><5pED6N< zW<<<_&8**GEVz?4#A}I6<6)O}0j55M*1TO7mD3tarsH1iCC<33vuxVx>8E-gw6m-6 z;!K*@`RY7iSSGY=k4k%=(cUc?+pse^q<{JWbhF+;h{7y&?9j6XE-P2*CYO{a|AYna zj9!d&V<39Bx_8QSjq^Jn$~!V}DM!p_9nOAawVW*GTw2lnvb7cEzZznvm91Xr=S$0< z6CB7p(RnwhXT8XDYtJLi%MJVYKiL+5I{8E)GmiLnB%=3a!syE20GV?d+jjdg>FyVd z({c2rBg^9lWR@1&2Ofi;XAY)Lzq1-2xUg#uOBC9dij=aW)1JyoCg(kUtiBOMvU~E~ z{y^j%P(cQDJF|4pAlupcAnCa{Wbck?ETsDBtU`D+5Lq-VE0E%c`+&Jy4m$`u6OO93 z`0htGvGL_EbhBEi>w=Z;;RSs+l1z}1%&k>~#aFtOBat4CaWVapTGyQKVTWji`8!mn z`NLbI&%Ak2qV{{cM(>HI9{Sa^geW52y@U_}cJ=S1y|Fg$2IO6itn{OALJOavKK_jX zsGJ)gp3As&LkQ#-UN-4swCcdL22KmE=`^u*EXq>6I%!bj&p+Ti&q>AmN> zCZ1gdke@=OOu`XTN{4`9i|G39)a!C9%jVlcAk0D2X(0?PV3T}V@HB5!s zWrphp)8Mau0}{h9&tL>6C1f~3-gv&eIaWOaEpW3JWF`2ML4b^cv}juPK9c5RE0mit zEhnqdKeuKj&Q<#xm2i;-x5Q9XMe{L|_+Yn~1dA-QP5B8EcEyRMlxdW^M6i5XbHY8R zta#6z3Y$5*3aaRf#YwP_ezU=ZN%LpzYZ)>dquV2DtfZ#8D6z~BR(G9i;uDH{)^B^~ zW4uE?A!$!`4l%#rgTPI_gOxbug0D-!ni8@RSq8Yr1`3#q`B0K%lPagoH#ObMK`QTg z-c5+Yz!8T^6>?`}pNpC6h>)7JZxyC4hxfw!EJ@Zp?cQrCRpPO%Jn5lnZr%O4)3xh_ zk~?8-hG+J7+?y)0p@gh&#nzIvY{Dh$^(fy7;<}=4)N#y~`y1+<-0H?ElT)@5Mf2=u zQVy`2P)Qw$FpI?&Z;oV@xxuy$IZN!L8Qop!I9&>UeftmOabD8OH-H1!>OXbkF~|9a zyPEl&7dB1H(|)AT^Bx%;%Z^EeADXvB(z>5LkyK1b1e{J2P55ezUstTpti{T|Po&g` z<;bYsv-TFyB!WZT3483be>$F0OnSrCWcoS~g1xJNL){7&p&}sLi5B!tXs;Bhf{`S6^%ZmCudd?oP%^8?6Il4IH!% zetz==xLZ9-YC)ls1J)dn=}D zTD|MHl+A#v?#9mXdCtfz|B^RKkm;NLaJ_O6wqIRF3v literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/000aa810_S2_00.tif b/tests/data/biomassters/test_features/000aa810_S2_00.tif new file mode 100644 index 0000000000000000000000000000000000000000..c281f0ee2ee49f919f35b460c0fe631b146f3082 GIT binary patch literal 13175 zcmZ|W3pmsN|M2l`wmHn$W=G7nN~I{nFvpGLkn>rgts;sT<`mi-Qwd2?Wa}i~>Ki#% zYAU2uREkP%omGmQD|OG$=KkIP`@Zd(&ued=_s8YKb-AvGCuiqX03`qbfC2!33IL#V zB1@mZ|C&M4875u(Abl#x)*;dvDx2r`Ac0_jg7l~)eSwj!&+ozh*Nl^$^IN*E{a<^n zWiv>+?k$~Fq(`*$IzG~Q{u(Q#vs#wwf39yMoinpl0Z{3>zjVHorvM;J=UnMro2Lqx zzecBYuFC`c=c{@uo#)>W|IY^rDg8{+XSg~5@Jf2-ob)Cjmo4o0pYMUvd-H!k7S0;A z{XdWYbMOD}wS1rSeoG$!fFb|@o}WPg>8)B=lYVP}fDZ_uQeB?(qX6iCULRbltW=vf zzX$f8BLJ{BI^hWMbR0u^3gfJAATz+xhiq<=2H>sE_guM54Gzgh@e7=SO$q9G>oyji z*7r8R9B_E+C-$XivBX{c!);0WJ3xKIQMerJ3qk zuQaj1VDlYQ;i@M8gsrJ`JBN4Rud4K~2{`X>$9NnP*A`M6@O6FNNz;4V>o-PY8+KsY zceQN#7NB*Ce^~wMs~FtX{t2D6hAhKC?d9sKEb~f^`89ttLZQVeHG=+G4};PkZLJFx zuaf9h49Cbuxarcfs6;Je%`%Usm(kOkD#aB#X!pnQRHuDYf9r=vW_JH^n?4lq zW%^gf9#X^ki~sy(sQ-olM7igTlo+F~NJzV91UU?1n60aHv#3HJeO%;g48P_1m9EZr z9MnLrE7o>Hb%34zC^>MVf^Z#ud&w3$#iye+yO7rsQZY+T?SJD)b7eBRC3^lHq3ok`Vjn0@aPH>5)a8SvQA8=bD}^eD^83H4~=KGp59 z?;1M8ChsPiQ=p?ZjIKpn@@ce5upSAYq*F{g%qhF+@qQeM5+ab)+2*KOZ^0}1bz zr|ntWJ^uT(Q<;u-)%KyOKcqeH;_yx%M}Gb#-I)BD?}+>P_w@vjhfw8!Yt4Xyb&7n? z(0&q^oZM+wQeXUJF**k9=d|oR8EeD{;CtPG)=T^IE@3je)`~ zxfZk^xy!(zw}p0l8|#2quF-n)o}~cK`vug0Y3m0DwK^j#)#~nAIGT?Tw~Dwb!b8?w z1GA*J6MWUo+W~i+;goIb@`~-QsVKH;Eq#|zdY$g4CwNunx^t!8XZ>ATgHe#!i6cf2f;I$28gvOb0He>L8(P!Xh68|_k{#@xpnU2F zlWrK(JlwUr(l|W(;W2x|aCqc-+J}b0;~G&rVdN3BYVhj{pWHY__UR?nR>PGV|8m{? z&x%_^M=jTELkRjAN=dK{>t83HG13NQA<> z*gh8nhlmc`Df?^)^s}Yor%B3b^Z_$9=A?6t!-_M$XOE~0ml)NgQ_rFwl>2xcR%JAr zSNncA;d3Pol65EQ98FE=yD{JE7Rv)Rx$3O%l}eu-yv;!Vp_=}UHGZEPgH*G?mi>3z z0(L?+Utqpe*}Ljq&=*?dMa%`JGQe@u`J9-4{W`CJ43)HZwxwLcd}|BnePfk9#H;m( z-VC%P9=OU3)id+Bw3lYr^)}!6kLk7dx7p{Xe{d^LMF@%(b`R)Fi>4iK{zlcUl9Me+a%> zLFJLxUomqZ4%t-0y=hpDJ-Xvt$kn!_7(fGrd2;O4rtXyQv|%`4f*N{nXm?D`_v_5P zNeaimqYopwbUkhRNT?5{}j<^}g+h6cxW1ja8Yu6>YdnfxXF8S>k3Oe6) z?lk_`y^TAqqc3trw+X=AAzy}4E=^9g!)_&`qTCAV64!SPGKzrw`^W3268oNOxvD9( zJ2WkfHU~kO%ShY@ZO?WqZvM)cv4UN{H~7mea)fvx zBnw#h;%Z*Zw~($Ys|6Ti15^+DD1R`5nc6>lcns?rr%nPWC8Gv7aQfz&NfF~BVe`&! z={MS@_WzIc4y;5(n z(rBr&VVN2ePefFy7z$Nl&!`A{(E=?Pq7i1;3X8o46rw;yw^U<0RBO9c#Va)cUU1Jr zcRQZ+a<4dDfnfPh9ipsCJijw_JwuYmNyaQrZJK^UfFCk}oThf50i^Sh#pC|c zm2m|tFBjpMcfpsB>Rm3^`%$@y?4l)ttvYmZ)#bWXKNqYW2%yj{VbHB%$W0;uNv7R>husrK+#5zo?0S!cS&xP}56NYf z_9{<5Wlt{Lvk^fMo8lXBUX28=NuoDpp9+KIU25RnNcEmHF%xToF_u1)*1j~RFDo3! z-QYXv=124LV<%z-gMR&NzsWFvS_GVLp;j6bK;r~(xdDPt$ac#>OimyzKahJsLl~${ zD+%J31~rxkNp7Mge>eKoY~)_t*jP)FJO%YPZ)$AaG}#tR)(1201()6rZtM%5e4;8e z$4$NnnH&nGNkZ8fFqT_r|5)hc|I0E3vJxRI;Q_eNfsMtmO$qEoZ8Y;H z_{h>NiMm^w^tOndV3NmM{pnj1t+zHYh-7m#)^S^t^R_9sFbabpXbn3O64t~Ho7x8B z8-f#ehEGLrH|1<+t=HrQY=6q%K9v(;x);L!4M;4EG%b!yER7UE)rCiQV9)F@t=W-y zfxyyH@~_{S*toN)b*DI6jh7PT-yM~BKdPx$k^hsF_$<0=Tk45}KV8B(B=zer`YzHz|bM%z`uA)sAjYY>rHvj!q(fQW7;M9ZgSa z<|j>O!`KM)(f!HO1u165DQqVI<$TIBVaoKGRI_uM0w`|!(r&Z5-ARqRg&CS`hcsMA znpt;RQV*IbQhW9|J*hvvc`#l4Ra3G%BVafqX(Xe06em#8I6A$jd3MkA9FJnINM6b- zgY#ODycslzd_)7U#h)Q&no}~_hN>NTnKK4i=G3fYeN_AVtN~`$j6=4$lg@f%_6Lm| zs1izOol_Q))56Y~*`^_yftc^ior%sf=j5@xHTkf-0e;?0&R+Aq2%#0Or7+*TI6t{G zUzmy(hV8?j*=Js}FZlwNxlgmDet&Y~{+8DLl7CR5X9ohi4Ho2x~5Lq;fDW>C9_+$uybcjwl zl%jh`ApIp(P(q-U(CH;9R(R2MFv0$Cio@Yn=fh%#4hvQq6jYiLQrgM_2>hY+?MGT8 zkIY6NC2zqKlSx`eM!yY?YbEUlIXXQVX2r`*R8R}i&5zFi@`~r`-ujya5z#}f}uB0yT zh{>4Vy#*fGTI#f7fk&RWzs`{H$ZxY%5eq!xd!y^g0*|O4y{WRmBkL5ra~62S0WcH3 zz$3Ny#>QkkBHs0Kfk!4=)Rv1Ec*M<(Jhs3i%nC@*0*|N^oIkL@BLOPQKP>QwTl6WXq=+{w8RsnywcXSu;a>brEEJILSJ=KGdd?O%H5k!!K;UWw<( z3Kvw`nU#05YQ0G=KYHp6?stL4+CF@ubl7I!gf85!4{eQJUC9j7a_oCjKyl9D(W^H2pxbD!k8_i+aC|1= zOs^+?dbd+F`W^gy`%6QDJqTwfw+21+yBN9Ycsm6i5>Psn9y$P~{!SQ3G|1mN@YMN{ z$1(q~%JApd^wW_F6wLXZ&!66}i_UheDU1om&UM7T%%zt_2T!~8afbpT8@8hZa^5Gu zI$HVFOEK)?c>3#rk=Z>*s*COUtTG*VrUasVZW()lNA?z3!UkkKvKH~)U&bS)_JPwf z9?2R&+l9$^L@83WRmLMm6(7T8JW`q2E0OVt0*|HgS;ix)j9_veF@T;4m+?qx4y!=M zBbkOb*T{I}Q_Ctyu#87Ac%ZtBN3vH8ypZvTLd4I=@dX}HJ{y@eB;yfv)omU!9w}bt zc~r(DnL&ZeWIVF6X!G6^G9Fn%3?s>SAjKnS*t$c^R2l!A;n6y08vzK= z0lnh)Zd7J|qA6p=X^9`mt?LbQts)h6F6eV(Uyi0)KsaaB(GS`>KgV7$QExtw|O zyxiwA*9*ne2m85P^xM%9aGpUn*spRm;PWK=0_H%Vg1A5EyuJo1?{wIG4{MmKV9ZMCPEai6cWVT9dv_O0)zB zX6T0dDKQQo+w7Dq0ry_){>~k{j_ZM{wdX^O}@Zpa#Wd^_Y4^V_x2eLdxmbrhF z+5=ZWS=Y49ZX3dGntLd-gY|Mmff+>eooeiB)_EMju$EmO@=dUF{+OvAdTH6FEj=Oo zIk{^)?FORMRd*JQHPO59Uz6c4WjvxzQfJ@IFX&Lh{M{IhZ%fhz)7avr$_ zxT*SF&LiR4SsUa$qRG_9e3kRag;k0Lavrf#ubq_hh@x-@OwJ>ofr__mTm2naR3>sJ7$^*Z?&To z@)57QS`|s}g7XeRM-5fzwtDZiFO|midSdKX7=8%uIu>seMNl-1`e^mNGX7P{!&|I) zQabEpf=xkRD&v<1#pBGxtMbP`le|>6e1dS@FZQQ)1$<$wq!)%>efD#j{grqib${*F z!K;qjM?$Kb6p%9(mU}qgh!0znyn1b!&B@(yho|Fu1H?s-btHF{i&~mzT9T4 zLY=txe79}%NV@1Sf_G`?*Xxw;bJOjRExpTsdlZaiICjl4O|-Lb93TIa)c2F*s=E(a zJ$b$B*{{vpzrhVtS7iK^{3aESWq4UYb8(;MHdjw&+<0l2EB5(g`*3#8=Ha=UW%qGa zU;ga5@%wKr0GA~Mum%A|a6m1>0_cSF!~tswz)>QIf<`ldpdtfMEfq9s0st<77+NZf zT7wOlV3s$UMFjVHfk*uyhJnELIDqG7s398~8wM4CN&L-<2(F@GiehXUM(m44WGThw zDAndGNmvB&LuJo$<=9H)T7jwrrP^DqQd^@kdJ#tM(G+yRirQec?Xc0?s?6I^#68u~ z`*6cPIE$r4eh=@Jz(?P!8Gce@rYZD(S2r9}kDXK(SgG-jB9IUSRT;rioo)X|k*a~@ zV32hLq!^8@TZ-c7qU!Wek{voMu7(#~gJZ2x$53Q~u*Ht(I%o8l8-^00A?m;shhXa1 zn6YiDjJrCVo!GHx9F>D(e;`qg;`;cwu^c>gFM-vgP+Ul$785w71c5nBP^XDJqe-pN zhZTrVfCp?bWT#xvyQ<3lzOXjXfjQ4HCzObSP_dgg~9*5uLg* zov{f7;3TH+7inycYy>2;gHZw+`4N)*14A*wD=^))4w04^QI^E%E)lkX#Ewf*w53M$ zrEykZRunqUep#HuvdhlPBN25Yo`<&OeAqhdYw78Foj?~zdN$C*_|=Mdsh4b-L8Ms=&>8dnPqk$@b1 zRENG%w|-oY65}u=?y*5!zrp1}1F=7vF}%imcum~Mn#-eV{4EMUrq^DcUHfCskZgkh zs2i5R4eODH<7j|598{u39VZ$YQ;b+EiGn>wkEurEG-G3PMR5es*w)0DX%g>XB0vFH z9W)I;nsE>1OpjG+$rgah`d7zWI0ooooeX zPSZ;&>GeYT_-PUgN_>3YV*H||ah)amrIIMg@^QQ6c!!no9Yr=sVf>-Bai4X3zqP;y z0Bp3;cyD7oY!m-gi=hS?AGeL4w5^}D6^Eh$B!;gtBLU86Kmf(z_$N4K1A#d~w4)qQ z0nXVSHn3};+D({{Lr9yISf()cvvp6r)=l_1m;@48c!bI3^(O4~31RDn zAX58QM>N;bB*ify4NE=?Fv)UC$Z=}OcM^jz?PJcq<<1F}&J6+*01ZG_yEN3eOkCVR z2H@FU8xFT^XlUOsaa)_^0%^GCI&t64q|c4D5qfyYZ9?L1@(#+MQ1JcYJ~859GUmZD zQ3HPT=m&aCLOf|oI;>t*KXoq}(u<4n65PhIhrKbn-ZVXLuD%Yxhcs#I!=?E&(tRX< z&^(f_pR+I5&9~7LD0!mXAK=#*?5*(j_xqt#+d>o;*5H`T`xdCtL@j$m4MFt-QH zyGts49K!7nX&elZ%&3aYLj8tAxg(*CW1*~Y)&A+tjkB94=UC(!?I}f8lQL@x&Za!T zifQa4M0OK}J+(~1;pi5j?Utw1EmI~z>=S#Mq&&jhI_0ocfFPM}nCB5wuQ2ux3}ZU% zsgy^;!c8O8S-!Z$n0X#atoU`_wd^GFgTR=5Q!apT~mJVM|kX`|bZV5gVP^GLH^oMab-cRoHq$|KhC%?uU6 zHC(gfJdaGfaVe<^ECTnalt1{yX6l{9uJdc=hl33T(1$&a7NqHnE*=(<(cmjtj zoad3G(iCB=j$kqsC*_fv)T9gQj9~C|{XCB}x9%3ZYXOte0;D{0KdreJ$6kdBcs9=? z(?c1QW!lWw8Aqi&GL|ttK@{sNn*EyR5py7q6{kv$BkRzj-`Xu3vS-|K%)N5hcU8!`IRjE23ClH)05P6o2V&-V zB$=Bhj3V)u?!`-aB!6%60TkICU|urMBQ53mVvw@PabKX6M=tJbsRgs4xa8(}9+_!7 zKuN?(91oO9d8F^a%o8*_16B57o=40j2a{itBzq1HNO@$k(0m5Ob0{1H7S2M7=t^LQ zr%JhcF&$Z)f+-f91MsyD5p)mH^$w-zBLx7h6yuTHTQbmc?VANHW&sALkR{aFSfIX<6Fu_l_&;luBuYrj8!sis>Pu-Ii zE0usQgkx(@Sx`@<(oPA>kidY`nhvKeoKL5^Vpy6u3!gKoerK)(osq;TlYP!^j69nf zefCN$gklbVo>YA$rTS<3Ir2*=%l_Q4f^%1j&;2|MUIOB&9FdubL7wiN1rynjHEy+F zBJ1O8unQ()q&IqX!9>{H)G=8y^2T+K%tZdgtd^OG|K%eI3nrr9wc2IDMEtW)PcE2< z^P7RQ3no(MOq-OM$nfneG80MIy-a2z&g`ykE(Zk!C~n z1rssEw+_lor0$QtEEx&(q|1_#_&Dm%1rym?jR;vV5%TfXF$*T*e|JgMf{8d7wv;TG zNF6zPx!gp`qLf6kWMoMQ2_Z{H($HB^vSg&-)JnE283FQ6LONv02sX5$PL_yE&;WqpqhoX16cr}AE)!^Yu|8VMroUk%v+lO($ghKv)^D56J>OXRqI2@v_v5dA2WUvD6xv6F*DBx2 zW#j*La4I$vJAWw5jHdiZyQFvT$II>y=74J-tshKi|6Ko78PmD^R+(i7*TOY|yL??5bqTECnRvRFLauZooAU?imB7G}y@8l+O9o+6JHxU&( zz=+&Lx+4C7f5=T_1y1xzZX(dPD~)?(Cc>=n<2lPs1O%2`l$!{gwQSjPnTdFj5e#3s ziGZ?MopKZDG&BTg$V~*G!?Kf`2nhIuy=Wpz9>C{v6HzPVr^rnNCd#Gj$xY-A8NijB zhyt&yQ*I)ihHYq!+(ZPLc2K#AAjsgA{W23_u482Wl$!{yP>>`y5rsN$^+glOP|C!} zO$3oO!;zcFt-YE`rg9Tu>MVUEHxZr8g#R)Tbk-NSiI7xd`{X79p}MjF$Q6MC#kn|SUo{`M&VXH z_}j6|@6#{Q!e0&^Z#V29w%)VYZZ%RFFB(xkHEsRz;=sfy(<92u0=rv@*AK??tLa!a3`zQ?mbNw5u{dcqlgK~MS zrxp)`c7{Y=yajMkxA+pevn~BnA|M66Wt{yrB)@LTv>TTxcKdq2vOY2Q;d8qvb)}K> zjZ;m7FSMc@l|}u{&Cu5`H|51ag%;LHHp4?&m$$u|NdIn(ecpj58z(0 zifMm^6FP-`sh$=px!cc8hE_jKy%B5-MD$PDJRID;IdY`)Trd9mmsh)Qq<_x`TekRJR|SnPsYSjVBz`6Kh1-`NKvZrqUh-xim!if&ikRjPBZ^& zJ3L3aG?~%YX#rLr{j<62=N{XyWc#AYzqa4!_Pn0?EBOo{djLF@0kQKY0v1;&7s*Y8 zT&5y9zGxx@;UCnf+(g)GG=bbj6TvYrKnxd6#2YHKT{IC5$xl#`+(g7H;mpBB6Cv`y zYA>1yr3Wn0TQm_Ae?6jCZX#?|CD!o&HW8k*L|HVEV{rbdMHA5^n`$hYh{Q-$dI_xLKh?d=H0tOYW7cT$gccwMUF?Rg^FojLLd8b7x=om|5G<9AWv7BfL~I`i zJI2LPlYychrQ$t!Dj(0u!3*|kO0E)+r37j@fm5L+OeG*sX>!hJ*41cAiol|AEw5HB zPMcPpNS*u$THK{w*R4HvpGb~CGG7ymhlq6&;@CT)_zoWVMQ3b;L>(isd0 z7U#C?vS%;bTkCRw?&ToeA0f-h6}Ur-CXx&iUR^X1EuoIiU+XPRM&{Pm1J|-asCdQsWMmvpr7YJJ(x@fU zWQ0N;U#7vF0o1RaPezQX#w-ZxCUhiO_J^g(2-ALI9iDt$ zV`9U6GGgN8z_w8qzjt^dO-91jn?$HF?#nNLO%xQ>Dg5CO*tElo!9oe~Zx0-;df zlKEt$q1;)#O+mQb#aEh)Ty$xu#j;wIO`7MEk%=}}@*&dObk~ON|Cq=fbrID~Y9b91 zw~2QOz)tjGxrwly6!?>iCPHFnBe`-D5n_pekVO-Lw7UQoO+>7NW{fPFh+6v;ZqYNkL=8c#b4AqhGmc)5uPJTc6+EIcjCoSv0z WrS&vA+cYwp)kFwfG?Bw(^8W$~-%a5F literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/000aa810_S2_01.tif b/tests/data/biomassters/test_features/000aa810_S2_01.tif new file mode 100644 index 0000000000000000000000000000000000000000..4639d161491114680bf4c6f3793b9041fc207099 GIT binary patch literal 13169 zcmZ|VcUV&Y|M2mH3W%bDf`Fnz%PdWCZ$WdFdvBpKH8uCl0nRM7tX!o9Z9gsds4OV0 ztV}H}txRZJTJBLu%sI0Uj~nb=<*Oc#VzVES-b=&-Km0IXf2#z`%7caK2U`3Xs4#ADrt7kbv+S_rSTn zK;%FF)pKwb{-FNf4>SPaz-Ock0K5Uu{080x=(?31|NA!tyf^>%W96(#i~sZZzxV$C zUjMrfyx-sh0N?;1CY(h8@K&v?fo}~2_=tjt*B5|)1z`VqU9uJ-URNO8Bl({r0PK%S zC|5cgM+Hxzp7-#fdE2^^40Y21CNfWJ<2q?6Xs(3Qz0U#q1et=Zj!(Q_yJ=vHtlv4; zM|?3+Ib^p>)}XJ-d&4pN4{lXEF8|W5c)VNA=-9xnoTw+N?p5!F<3*!@uiI+8YP~Ocd9kz-<2nNCyvM160&AycJKY zAMw5MCK`8RaJE5lBVWshxIqT#YEo8jc+<;(aA>nsiIMtwXN|JQ#O-01-y|EI>J4+< z#<_RY@!UZ8oK?;~MgMCrB9j#LwbQ#>UPmqX*9c1AhK)|95Y2Izz84|WMgb>7HLD+a z-uPi=Ug2H)BDrE<`Rb?Wj*&^Vhq=8f72Tg^((H4OwlU}bmP)

    VV~mOANxhVop(inhv4=B^jNbGTaF`B;INj?`V3aU+>(QEn@GYbnuD zwo7E_^BU{eNMBr6|Ni}2M`O=MDcncjOmHk*dwHMA{ijG4xrCisu-0DIv}|2>KAse4 zKV8I8d+1i15GAJF*{uHP$m^S^e39I{l*jJs-8u&Vz)H{YXuyd669~db_DTHZF_S0H z9&DqEJ$t`w-Y2&#CMPqyUdpl`V}`XX+L@?m+doiDwlBUCkg{mOFe>%6(3X z<~rcHQI{q*Xzl4SSQZ!{rzH5W)AzaOm2m%p{J!;p-en^hK||Q#v?!k>jl!Kn&+T8r zhLfVILWiI4SFovQId^5xEBTJ5pyMJTH=ZYH1b-_X-Ap=dr3rEK%& zRqMp75<&Zk-6^kbL@VB!yZJpQ4Da*(mkfkA8KAZ!Mf9~TwsWdFm?$H?7QVK7I^dex zqarBEwI{xM)a=PDgq9$dkfCY+Y<9#Bg*rYG8u)x(DQi~*9_k$NYJQ|QcBG8-;O=OO z(w{v3VvaapZ1J~q>4&ADFj*bR-v#GB|2TQ-vgUqfaO1?!pzrP9S-Yp^rqWNT^h__q z`&)vRv!aI=mPZTIQedMOCVu=;xjm~WP5blX&*&_Ki9)IrYPCYxTj4C14KQe(yg54^ zosDur&|GJgft&aom)+8|HdAO<+o4>o611g{J)$$kOey9cdCRsyNe1()EH#L5*C$*` z&}1a?_Mx)XP=?G~ph228Pww<7M8DOwmtoTlw?3$m+mY*hfX4MG^tpt6+vIx?9l7mb zj5Y3zSa6YRzP1RdQevlRcrp5_o=ucAcwzsDnZCyN3sUyvB@GYct4(*1|Y})P6 zUZb;{X`w=G2=DQ&)%(~q3}x*~bL{Rg2o)Qxw(1KO8GB^(Nq4M9?lKP1-)nLq_xnlr zduh_KA9X@+E}fG5mf_rg9G`s!V0*x_U5t^~twV7f-7R@8F9}w64-<(^+YY!IYgmVI zKOixCN?fm-*@ikp-dlG0$J6E?Pvgr5UHcm^>FvGZ`Lf-+tFjB4 zc%Z?{xW_kwx*0Db+x-0Hu>aS@SQN`n<;Av%z=*EoYt&z92lxC8{yN91lSlfCQF|Ge ztqbbCHr#{7?p7PmC~c5;>h^VYBIjpRHhS%T;(NnXhsP9Y(l6=v^S2M@qGrXt{(0_q zBQPS0X(@e1VfdAQc+^C5JD%rY@aj=U^j_%gHrh?Myc-8&zv*?i_X)s3>r|!{F*%(5vBnU5out?}tBvO(rs; zxtk=IPnJhtEoFV5hro6e8S@>aSTQzm9&K=d{=zfo?t>F|44n~-0JXf%A$>SLLYi^Y ztRNOJgj)SUzYVZ2oYGfQd5eO-eH?f&Hed4|)s!ZRj3}OJF}jZ*$4io<4mH3m9{9r7 zNHX}!+UEA%1kLrk`X=$Ty)F-ZZ8wFOUY4{RGJRwetr7CNy@JQz2n-+8-fh}b6;Fl9 zz3bKc_o{qpviOdDXJI=me z1H-S(wY1AJJ`=w7WL!&v-5#PoUYkF1uzp^@dstCj{}8{Ru_eFvrN8YSG0G9b{H@_v ziqTO~eNU9Bzxl8I3*z>gJ%)4fJtHR968DY_-?$ehB5m?0E!u3NBbgg3$w;RnOgX73FP}w zlqXcn7a9{lWMoQe?S#dI!0N(b{03Q)H)f@pN-&tcl!|8HPf`(7jZ+&X|5z%#yHGkZ(yvS-i0QA5qFE&Fde0;9ji*u#nINQK4qy+=WW#9FH38X zm_DSYU8)vWrpCUi0J*eD_S`1z+D&nn71&%k*~ZOr&6^wAHw(0Iyb5)%r=w$}6K@J34-p%!bmOgc8|`%k4`IL|J$GNd_&~iz zx;URN=N_ux7_L7PWkA+dW;Gfd%`j+W8O-D=lJ%kP2MuS6jdV(l=pIPcPorlXqnUHY zIu}*gR3)8jCOY*d@y#Zjr!dxLQ@Jivoo>_k$Fl4_a_-N};s?zdhs^}KVho14`DYu*)0ETftPEKmgZb$^yX>L| zabZy9sf{j!XqP#xs~%pG^h9z_#Z8awmbl)HeM^?#>Wf<-$9P=+&MqJi%Kl0-(bDpT(iGk8;W*VviWv^9xouVD}a5Szzq(>4hHHC z2PVFTev%0y3xYhyf)dAL__r{6Gr@^-!Ocs-0!u7UkM4z_CrQy;P;%5GfESL@LSW1* z?I4NCknZj%*VxfQ*)gw+Bx@+DuMBhhVaF#e9yj!2K zJ1Jy0=LwAFA1a?1s-GH~l#XTpK+ordCFO;+6ov_u#b`OBc z?VkB75oBe!z&fJ5Bcg>DG2e-ysf(6Bik$C>((jL=8xl!9QO^ZY^B?x=e@5~!nDXz@ z`cu(KbI}|-9O-Ke4jN;Ch)G6Dvv{E2mlQcVp~5kt)iq(kLtd~KR^gwx5SV1ZNTP=k1yM;aVv`mUlMPbjd9&il zSt$mrl;pe=c0QaOoQf+;HK zFYc$ecBe1&WRQyROms%YNJgt5W8pmnAc^6=W-d%*8BAr-sj~FOtRYC&B9v(;E=iI` z8_KW@(X13Kt04@@`!&<)&EYw%O+jZlP$= zc|N{*DS>%yba}x%tTHseEj)iQs(=(G&sHg@%qVDM6)fgL1ea9|5AI(qE;KAHWK1I& zs)a+G!o_n33@^$uoOQR1;8|wmTb3F?Bsa*l?<`LZDQ^!i z7Z@urV=H`9D^fEm+L>_3S<&Hw%J#y_rQ#}*sVI+7RaH~f&Z$~Di)MzQQ!gD~x^lv( z{sco_iB)rAn0I2StJ>%Rft!Rh>a8*AuSp%OVc)?Ea!wLHoHQCcnL3UqeO4ySoJyTL z)xLB}z(?|4u>BD1G%5CVloEYhK>^3PPT>4dI!$Jy_^PLmYn;ALIsHRdgpL&TGdc6a z?5r{EEL~R;kU9I(_3RJNbH+Y^08h9ceBPLGJ}u-t=Qy5Gb3q~Tf^q7Fv~&WuT){Z! zVp`tC>xCBur%5EH=E=Gh4>7aPGhFeIZIP_%6%Vn}s*+#v5bcezuB#rxRzADpA%k|> z-m4yR&8qC;iid0_73i*bh_nN5)k7=`?`N!dh||oJ@rs8u#4#XE-O&5jW&xa&`V9#YH+XBN>_~V8!`+~V;4{~S73X+u z20i2nrMQ?{=y+%s{SUx2W`|8Y=po-yPZdHT za-6W^%EhP0#O$Bzg{OfYGWK%+fH_OyJm?_`x0=KdHdk+e9wN=FKhBxLHAX3#4>nEY z`mFPt_z8N*H~-o_TaW#`2YSefH^1Dg&v=W19-@i3TWn1#?TW1qR=PJWLUoggO9wq< z`t<`-i#*~d&_jrSwql59;M+kDadsUnf((&gBq?Qu49zoHx1{HnK@V97{A}z1y9Eb5 zv&_i-H^R2`cU_KE-4=F&6Yag5nl{qbD zvELQ8MpA1Cy2jML5WQvn*1nBKcTHUmxY}&8HoQ#e)OvN0vRA`;s2z82D49q(plxH= zL)b|b$O`uA-5VNKe3uX_xpPwQzTJe<&d%gRw9A+S4}Pk=n`IrAMS4k>W|7ZsEhu%{ zU?Vx@Ao4!F^oXpJy}gS(fvaA5)NQwueY+`yO6@qNUE;dU*Iupbv!wWuf4sJ}2W}2w zZk2eO@B7F%T;oGiJ7(>qwgL(eNwQ7n;4!KZi}uVy|S>x5z&k_IJ6w z$)={Q)$8LM{~PJLcYMa%45S4C{)Msk>2LA4O&Nc3~T_n zK5!AbDH0-Dr^7SUgwkIVa(I<#iYePA7^WI|G2B-;R+g0DwNb(3JX!J`Np**VV_~d~ zY8TDW9C6wI;8YUj9{#Z-6jEGVf6w5)&nIOhR&KcS@q z*~G6kGcBpTgmDy;F?Om6meuD6x0IpQQJTyP`xP{;!}^P)x#tf*^|Rd;Zl(@hYhG1s z9J!_>!{oy3JZC_mC_b0`v$omh!l2&;FPVN9J})nhfNCq`|GFQN`~W(S1H@_eKGJ06aU!9I1alEJI+b znHTehaQE)#XQ=A!2V%`Nx>C5g68xFssW(RV7Z=Fz?8v}rC&%toTh$Mi;~E7){*RWD zDIbZCjf>Hnd)n_Cdj%oeEDlX&26r!UCugOy zF3o4&9{HKYj1a$Du=FQ*Z23>?5^-&tM^^8zKXt&LNii&tFWx5!OiDqt&=7hNASj0P zks*`oMYJ~JdE>HLnxa}1(HK2Z&Kd%zPz+@)re!Y{V_+*AS`I`j9R{U_WcwMRZTV;oc*vM8Bu4^4^Or&mN@)#C#k|IH0ti~~q+>ov*NsUFj^H3u zGA>IpG0QUbfC^+1=L$#FBT!RPXmWxGJqlf_gsvx}r`ExE>)=zHWv4XcC=@w*rabqQ zTt7{2${ItlL-32F(9T$jD>l{>%kBfnj`HXbc}lo^Y$S%;37?9`#U|qFQ*r!EIZ_VZ zwGba$jITc|PBMl}RS@c{2vao*BxNiuPoeaRLVdl$R1=C`m!q8H#A62FZlw&_AbH1nmwJPX270QxI>@NuxO7^KJDGo|%K#&CL2!=J; zjX;i5A~%pQR2XJjbxniXnrV%-WG6Akv$aRe);7@APH$Br9YMxz|Br{buBYEqAl0mY z3VKM$2JJ8ecU+|BBsi)YWkC-q+!$9ROOKS9J}UH(hAOqMZF0;@o7_MT zxw5ID4$hg`?AE?Hu48ipSA|3(y4_cA=vJTZ(O5r=B%jkbGNRES(3pM?(`0F8PRwe$ghj5DIm{NZ|1mLdwZx4}VF8}oq8D5b5v%ek^iQ~Td>mgEX zyqL~k53y8WJO1?$F|HWi{jZ1QDs#jCdI*g58vE?8hXmlcu75oQ3bZN9{q+z&f+_Xa zLjWFK_OFL9Hpl>Ze?3H;wnP5dUk?dW;wJy~5IEx_I^kar5y)fsS8P2}Z4)wVo0t;Z zFJig{c1?wLv&Hr#OJ#n9{jnPRCXW5=Sr{i*^w_0svsbq3)^Dd9LIB6@1HA3CT@Jbr z#JGy-E^9)qqPbDo}h zJ`jO6Trb#5kKvUV;>C`G@aMd-iQamt-ihflG@=AH$0sq*r@7FF&qnY=eLbsu6Ki~% z*)YZ$RM`c;=32kGEB<6qVTb+8I{ce?{&SsD%rywTM*(v^fqMOc^dnNh&cH!I;M|8G zz0WYRG!*+iSZ_+`A#4{s$CfS+rR#$pg2d3DD<#P>lCVM#8RJ6u8auqyb|irwq6H&| z?({O+nPj%Jg(^>fLoB!5)ndPE-Z6yyK%Q0~QXUx6!U&n)r3g6*ZHd@D9~G(}8%p;B zNYK#dtkC(qF#Y`i?G}9gP`G|+cv4w7J5z*tdyo9NJ^HnKk}gZ~=V4xr5lPJvE$tEf zT>#)1>D3*X)Dzj#C&ptdd%cKi8IGDC*-L&eLXO^BKC!oDYVZ84ynrN8{xf=hImQ4I zL%)atLStT_V-~Qn26!0bjdX=doB=s5d3_xFGYo=_$LYlz7{w=>q8&aZsJ}~~S3+91 zCoDK78n`CX6~qOti7yz53n57cVTufOLUMGnL2PnzVlt;(k%~*f<)s)DrX&|Z7>gp_ zM^lr_Qd_H1`RmZ6jx_JuwB##kt#y*T0EvaxeXZ^L7CO>NSLFq*=@mWct^Mf>1B#3% zz>8NI3nQ5Zf=oIR&)JvxVk&cCF3VsM#~zS*@rP*$VWvQt>|ZK0ITjwvG9<84h-h*W zv2AU3%KGd!wQRvd2q!eh2lNoLoHnXFEuZ8FCEAjz7q^GE@56-E^_`DE$$l^!|c`JFdOeBo8l1l^UT->Df58PU$eYbZPw&qm82ECb+NWQ6tLHRK26@1gs$N7{U6Ok^Qk$ z2P}6BuFAbE)w8VKw@i?NxuUE6H6V{WDLM|uCD5-Ztt&N8W7`e zKn%aCSsFQMBsfX0#&K~cho??1&7Cq@gwVH&`~G1YL)d9hHak~}Z_QD_a*PR_G@_W} z(bJ@b(|&5F)6|E_^T(skUynWiBLT+DR(QGZ!jFuL#;l8s%VO-G7hjfM{83hGTq$!}gh@QUnu+MT zN!zWkNI<@-*b0j{iMhqCu!t@{^1=#>FdSpntY#uxgS1y!Bt*IX^9qaXJTJ1!B4XRZ zUan*!u4j`RS6IZMtUGO$MJDZeD=cz`2`gD)kvSq(nZA;Vn67PDWszNw!1k3)#Kbqu zbcID+LX68R>@PgqlWnIz69{0#$gQHfdu|`fu zt0#aMzj{S)v-eE7pvs?2%q`ax98J8$O8#R+L>OHZPRm!f_V9_g;rLqNLb^l}t zQuY!G1Ve@MYvc{jYaDoozoqMw&674c^ln(1R+_u6|I^VBg1P6h4+WLxz=x$0M%72( ziz1|=_IrudpQ_%ZYqL7bb2y*zkX+YPKs4cg`39GX?zrkx8V_eg>vYZI)4v<_&WwmJ$}!DU9iPrAS$F^ywzvIX z%#9pk44-^U)_j$$bUX3<-DJbnozO z{5{@cV&BQpj&Hw!#ewa=vNXGAevR61aU@uTj?Dj7$$G!5a((pIpT9?Yr8=ORPHNV!lcx97eGaVb{(>9{GlPQLK zd*0~2&zRD?rc^A+)X?_9vdS*8tiv>JfJm(*`MqvosjNCyngw5bHuumGH=AwZT0hLs z-mE$*yVudae^xvj!#?Jg@3zgz0mTY?U#5N4bK9`*=KG{SV$%=(wi`uhgm6`%Yn%cf z4X0{;nB~bbOm!aH7gKg`yWS!J`lIrX`X4WYV7mxpv>D<0-5e8VHcDS+n{1CLy zdI;H^m~DLzm8`<@WKLUpq?i1&+4^%c;S44+QBv!IZ7o#gtVjM4C?yl8W~O!ybG6K^ zuT9xTPwTwLz2ol2krd`o&jsCYHSRA{o$rP1BsNQ&_AoAX-9!CAd~0)V;ANHjmqb@t za;4_rwkw`{y1XyZ(s9zpH@v^hF)m|^VvFkE`ChUPz2bSkMFwr*e60!&e z`0VMo-7!20WD(1Y@El41h>1jyMIPgkb^cLTx>|)SBGNwzoml3z;XoE~*@CgIdC=~? z0c4SC^*dn~t{XUw1%fQnW$2H2vFBUh4Uk2E^XN6wQ*Zpcg)D-i)6L#I8rc^OvIuQl zzu?5zjPK1Li;SBV0R35Y&_6;JfiZuW#F!&^c#uW}N+QP6C*TP%rDSG8E6uf^m?7gJcnR z_*~Py3SlM!6DBAOjLKfN65g?t@ci_1($Rc1S(&^$rxc(Jn5ik=0 zdI&oj8RH;}fSCw3`@MH$56B{5CSutpQIK&-$Re*4BTcfYuC1*gi-4Jk202g37I{xBN-UW&>23#E1k6MbeND1USs;smnTSidgl&bPkVWEerJFX| z(jJc>ca)qwD9l90l++W77`$iK!AvC3_8)0T3;xG#FcXQslGt}of(xe$Gm#|o#{e{J zdBP0LMBWU)y8k%<6Zir7z9ZP0f?vUf!b}9RV<doWM97&692t?r8X|RICZdZH%%fdQL?_LJnFs>|CmD$Kxr$AKnTU@l z#8Oj3uYo(5Qw@$zkyu6kuVb> zUxssIF{O@}dN335fCHPPDgM~0Kw&0Ae@kSl%J;|0Pl1_8ib&);-1sP-)Tu}*5N0A% z#RPJLJd;2u1v3#2Vd^Y|X-Mq9B+Nu8^@@zg5`v$K{a_~2MWj4XVGkfFy~0c+c2J3Z zhe%&iMuVBim~!m63~L+EKO@XU>X%gbNDL{NH)LRmAdtH^MWd}<=hM6_w^=r&v+YNx8krQ;wMu}5+?#^r5nDBLLUfzs>M+^W>#YSbFol8^?%(+is#YBx<^*-Wm6 z^5L70fGon>JlzQ}U=nVRge;=nuR%WxFl#lQf-Lf3i}q&;7E#3QyQcP(X55@6dz~`3 zOG^%_rGwClMv1_ZzfP*hoMg|LXvy+pT+9WBpT?X5cyAF?pcO9EW`LbL-sCd zuCtu9AlgO&3i|z|uGa z7`CG&X1%4Znq`8z81FO@qhpnzXVqk6CE!B&a$7y@w~$+80T+v7Ad3hy5qo~V zbkj87Yx9e{vf~109!Trrdz5(1ze=`vY_Gfwde=`vVU4fPSHxt3p-Q-&SW+KLT zM&92{#Eh;Elm9mp;ZG|)KPqIAma1^UYZM2!#|vbUD|=e%&~!t%eyfm0<~t%uapG)5 zWI4zp{gLwn01H6OzY?;DzF;r?q$I;+?{knv=A!i%9U%^o@;^crNruL7?m!J>Vhzy3 zOoZ*G!nq%ZTOVftW+LiD#$keiPJFVSFcT3Rk*D8H@U~A#1~U;CB8AdRxlGukmutiaQl)MGK853os9t6Q(ly&EP$Cvr6e;G?tLoFfFsOA*a;{| z);?VGJ_9flxrr0Z6AkXBCwB=m5wJ`Gcp2Wq8OdNK!bbv;qAxyWwvGui5t6AgZ7!=~ zIjarKM8s66)yi#>%ta|-Cc^k4%ZO(Uky(piCbAJn77_Q+%rT_or0C_ab1{rFxp?bb aL;Ktm2L)0--p4&J#WSzXH&2jDBK;4j>2Hw$ literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/test_features/000aa810_S2_02.tif b/tests/data/biomassters/test_features/000aa810_S2_02.tif new file mode 100644 index 0000000000000000000000000000000000000000..55155c4f5afaca4e4d7cce25eb9748c273b7434e GIT binary patch literal 13170 zcmZ|W3pkVi|M>BHW@C(PnB!(!B`HGAa@a^Ha?1I%RYZ<+CWkpw36)T(txqSPPLyL& zTS7WgDMGf+D&>4A>i6C^`ThRC|Nn2-+^@ae_kCS%yIef>oW1>8NF0J783=;GAsCp* z;12sAvj~_a!P*CKhcB%oz>Hj)g~#Avq7WQx#lZvo(z@^%`TsF1EbX%Z)(QXPSo5V> z1gyJ)Spsb3z9++$L(U9;Q9bm4_ z7x~Y3^#aVo5A6T*M!Swd~hX7ye40GjO2f|5L6Hm zca(T0h6;9}p4;w4^R#s%8|$Y+EHP}&npM(Lh#X45gntZ?6T_0cl zCGloJl)^PTYtQi6j> zneA6Me7j4yx5BCO1>;JaOHV{7cfz?jUY*RZ$)wJws2$q~hgKD>=#nuz5+i*_|G0YB z(*qohg7)r_bz5ax>NOu^vtuM5Orm+Z58c+RmzQ$e)T{sKu-~A8bX)jalgDnCMm83m zD;PC*Iy|^&(G9OTvavf(3uWE?-0s_+3jHAB=BILLtLQAN+;v-@K7XX^xDQU9blNVr zXyg1m`(Cu`^JzyH_g?qVEmFthbA!BIlvRaC96Og5>;KYyG&!(Rklf7hI!Y|s(T^0A ztn^NZsNCKEqTqmd=8LnJ_YBCl)`^J;9B)Pqyp-ZGbJZxLvHl9?y>UbNwKbMQvqggB z*Pa)C#fciVPp1x-4=rG`x$^K#zSnwGHp}YM?_5Sj05R_ke2(n&Ch3aC{x^MH7AvIZ zKA0bTr}%5r#uK&)TMxhM-{w+Q#f|PS4^~PKs`!viKbrPo{xP%aqxZ;62+ps z^+4RdtcJs9M|>hH&+p^XR#xvhcJlJSUqlO^>V&0yYrgtrK%DCfsjPl6Y)gN)CIY7BDd0n4iX18<9a<{N3>rfdom!4$R7~3BRiv z4+_Y}zK>#044Xfmf`yJ*PNiwvKbsn|`{f32-R=KkhM2KSI*%V1HZU{vggKPCtI1_J ziTFF0KbJ|pL`(YRRQi5CAXGF-=5_wrPd`qcy0lf{-1qCFKLfrue?NZOJ8?Yq6zS2# zBBJk=Qd&k-|Lo#$!7iubjPs*Eev@ubnV+-@{PBBu3dX{s)v_}OVC+p|na-<`(mi7) z>{MJ9b{mT3@=$-%cExPxU};*D*@~Ps4{~%4;;g*vQ5{|ja?$_FTQ&JhGFboM7>AVF zyh5b}btY)mt~l#^X_y_NmIc;qXX&~9xHtOtg*eT`0$921=^UqhE}Pe)YlB5kw|MWz zMQYh}ud-;XqaSd|+pyXAAu+e>9icj{U6uZh><|=Ag?K z7mIb994?f(p7Yq!?6+c5f#lH*kG;2ghiY-XV#Ovt2W)Ll(+-9#Raxs954{U@Kj?SC z7!_EDt}4CYoF~VqtR3Rb7Y#nt^&giFx5+IzZ**RC_=HDH0rWb#!L&i`;q?^~Kv|GZ_V4ihyck>zYEMGK)i5ojs7-LI6aKgHuDc@9xM zTeNIK+7PSwf%vC;O^H06xk0qtD2n|-y7`q}O0j*66MYG|bCo|AiA>E>d$28l2} zzx~5Ww;QQCaO1EG2GX4EK7}rAUYbhvYtL=JQRTLW^+=Alwz}7++Wm9AH_Ez?;(ou? zGYk=Ui6)NCzyHAdi$UmR{3Qzvd#CTk+^8$=9XH@OIpvG3$yf2;T0Og;YqEM-H6F-2 zUK`QK+=`@H!}aZ614=vFxCB(gmiyitwSvOAj&l5ckNO8pc7L7bh+41l@!9Ga8ewz3 z-m06r|Dtc$Xnbvh{6l|9Xei=xdt;-=hu27f1LpD~uSr2#;OCsW&f5Q8v*+p$em74j zw__!47;PKz_pOfSIw#`F_k8oe*_s#y9gx|%V*IslSMqm*5hbXE7VuzbZ&dF0TUO$+ zIX}OoeXpOtt?*TSKf@%W2JxHgB_@L6C6LD~P&`F#1ic4|Z)a zqof#vCixxrq9rQ!%j__7EM!u*!&bh;zZvx2Kc1kg%DG_l)*+&Z*?khQI1i744wE5umz}YU^{K*tntb#dshVs^Cbc!m?tZv^O|5V(@R#IF85Z^^ zYg!fQ{PRy;Uhz{O+bsy(DzUg*mCux;97DTJNtrY3=RWzad(0g$tTC5f)2r@#hP*G{ zDd;Gja`Reox56bG34tFf7P1xMoPmQ+EaXfx~CZXq*io*)A zny&hWj+X%?c13WW&ZU=-q^_S z#_wrSL-V(JieLC)y3EGBR#4^SL#O_FAZ)vqy7LKcGwsw27r-uq+N`^#ctEf#JTyVogV zG_A97*17_oSG@Q8;w*2Dgw~hhCXe5;?VJx({{ZJ+A^ghd`9X3TNpt?N8ambYGjR8} zwA(GBJigC@W$}1=VAuSeZWAo&;!OJOp`RHn7M5%||2uGG@pt1qj32%|bk@jotq|SXa2;KEv;my$C&RcZinS5du@{YY zQ0DJKjJYAA-4Qk32!4P#-v;R%ij0mx) z?Dm>NMQg5=u9-NZB1n?Ec3fkkYV8KjTE-Rx!+-75+O-q)>ozpud4q_jw>3BLG-KK| z*?!`%NiCUPtquKJF@q#Z33TY~`k43YuZ^tdizBEsZP$72m__aD;1BjDh3jHE*HJo? zQo58BDavKt!$jTd6y3>H%3QSQrIrO>fdhU(Zeq`apW-WT59_ z5bJKhSwK=o4P}E2^+F9}!&P~!6enYiV&jdjCmRV4O0Wlv-3pCki;SekoqQwzubz~A0E%IF5 zs!qddO3Rw8iOk$@eZ<_lj%GczNs%2ulH0mz%F#yO#fC8k31)4cGi;`UHtUCw7^_6( zqHOh7$~{K6Y#t&759~{@oKL18m@vm1zxP1yNO%8xm!I| zfpSA++ID-r{q|``ck+4>hL(Gozk5ByeR`J+@2S{yn8$R4rvcNGo-WTy_Uz5{oX+(! zC=g@G%TE`38Q`w-s`^c^}hAZzI;CfBh1ge%P;lQo|5H#CB^>?oL;0G!sv_{6`l?K1&%(0 zXBaBVQ6r^ZkaieSb|k3nU=N~cZad`-b{d-OOfbWfMM;L%yAo`6HQ4VGOek|FgFL*0 z68wW2=oqpb_QmethS1=dh}{%4fdb!sG;Mc7=I)ssEI9@zzdvNADAcetlz}BtvqN8S zLTAqIF}xs7_9D()4Ku6_OQ;Xyyhd=(hRe5y8+L^!Jd~h5l%07NktbNKti37 z9wU(nqmd0`Xa*V4FdNk{A2qWWP4{g^U$-I1-*4UpmJCsh*gfZTymyf15j;GH~sZwVkg`XL- zi!5Upiw@zb{j5G5YYv}jtSH6mlQ1S_8B?;7)Uw#8;gD^%qCvK?Np_N%C}R+xWSx^_ zlhb6MBk+(H?9TP_&Q0>qZKBIFE-1|H&T9(In~TV&q!YO#`4wsTO_}*~IntRdnYsN1 zb47*5rGp;>&I3*9& z^sFeUx2UPVh<^-D);j1laxiK1VAGgLPjfM2zPMtsxEZFBsgFq(D``fR%uAJ$XB42r zrIp0eW=iS&Dirw`sdC++d9A}Hx`!EaGOV`4{j|gLHb+eC(3A>nzf+lsOIfme83&D{ z6dhFxI%*PnG&x+6`&hIxwmdn$yg9j?ZznGhRCpIwBo|dQm#D&8Af@uk=E}o%o)h!ERVIC^P@P!+@JSQF$>jGZ z*{LZ0^eLt3QzrALk{2+vG4v}qI|aeMfnxI?A~O>?K1!SvBIgEKfsuoMrGEN`#_1ng z|4{tIVEg|$X8z9&+CM+Q@1NJiS6k2ga6D`3a+WbDPRl;~igETw&^gl(MKT$e5_R5` zc|IlnJV#!U^Unq4+zY0K7g7!=llzFr4p*m?Ro|$r7W9$HEd0rmKQ>~ntY-YjMz(|; zefP&k96L*c|JcZe`%2nNHsaSU`^QF}uU0VF_Qyu{tZEGTVH z+A3fp7d--O-L+zXjd*_D;ufa-0N6-`e1qN;B@)<(rwW_8D(mL!D21E7)1nt+`8r;N z)fn{09YwmvEgnWn#mXxClr+ydX_Y;c6SZ1+4Q%8|h|T-=w+;gv37y`WF!IwE*hqqk z-sIWY24Ew;Rc}XqHVls?5iAtsb}5ETnE0LCt$m^gR-9sPQSMp&QuQCnv@0K@T8GBu z2QQIGz(yuhywn(&>%d0#{<6aJ)V}~5$sk>`hjsj>Viph(H(zmA2z3nD2+ui`Z6l$R z18k(^gyxz`n!X;ek*_A0oV(UQ zSp&zzenWpO0reu#uN9 zP$3AhqiVoLbIWP-sWYAM1An1sK4X}}N z|3PPIO4(arBbP_^=Gm|>rUjM{EvEBDsvFkRlYouz`|O&+F-^h1MikRmS+FP#>wt|s z)-B3wA1N)~rTELHcB=wmd}GE-oG3GHc~8@ zFQ;7?`I$kwJ-zTdo4sj8-~zA_X&BW-21lC`7upE5iGaziVP)w68}ZUW+=W&nyY~Pa zF&AS%hRRt#aCd->2=p}+c!Zr+_kfM$Xy;ig>O)>(LL14)eig~8fn!bs8*xFdfN&oa zc9;PhS+BOK`-V>Tl(W!AY>Y3FSk4~%b%BlaH7ney`G|Ab2W;e#(oX6=sVobF4qzj1 zU-jSkh0Sjg-isCG#lFlrz9aTvu<#@%}YClL~BPo4viuTEe@Q z%EK~|j`rOj%(!3KM_ltGxj8oqGa1bl+#INrYAq7p=NO!v8^k zviAEa9+svr;$UB-8@#Erl8R+yj~v(g5Z7}|)`28JZ8bP|_vLZ7;7A0YYq)wra6 zrIKA??tGtU9g>SVP5VR_OIc_0sb1+Hx$uqIB~rH42-2DDd50hdU2DW#dquwd+2^k+-9E>=K%5h4 z?prRq?`ikEX#Gj8=*LaZ&(n-c_ybY9(VQoY6N|)uT-TQd-gvt z-yMNCRcF=W4GnA!9W|(~m%oI};}nKn&b`{;(eVmR{gE|2^SsoN^cI4o zEt`4A*a^k()5vWrFe4>}Ni$l^^O?|3Db{)18$bKPaYGHn3S+Z35B>Ku^Rzo??-a5L zVMXH&CY_336%W8@#n+IQ_q@ecNWk`BHdxqqDQTP}h-Kk9tn+jeb`*(E~$r{V`D zQCdNR&EHIMKAFJ8w5?gY+hMdSwj=Qg&Dmaz@blE< zOlG$-+PIiL!l~Pw-{YgcS&Vu@yDq)-sj`!Os7tD8=jw`QKD)PtwwjrU(fyvA7Q5{6 zx39j#kCX7Z=&`5O|6)AL6=CJ%{l!1@@^nM93}Y-L>`~g)1mx{LYif$v<^8oYhF$$C zn&vRr+3O8?PhR=j?vbJx>&@KiA5e*ki0C<~aTm!S^v#cnG=E5jQ*(wkUX70&>c4rH z?1UP40BmHmHIcgwn+*sG*vRZGjO2JV%kVYY!upB0z)v062tjo-{plMsr$Q#Mk(s1) z5klBO<}F|&(6sd6{zEYqj$O&r1jUs%%O+lXKbTL{CAOh$CbvaAO71lJXr+ll-P-$P zeiqmW+Od$v>$zcTE3^@5=$878442PDU?VPOrnK8$U;K9i8)=d1tSS0xUR;|1Y~*f8 zGr|92L&7a!Bdj-s?EL20fDxgM5LQ0aoqfDGoC<7&c3=8KeH{q^A0UQ1vjTyR_9BhjbOSjn56#}ERcYW zxZGcno&RYu@I0`QK>}2>=9lG@`3ztqJgPp{^2@J`+d><`QXY$xh(R?dp^cE&i1Q!7 zN{Fx;U?Z#0>=-0t`yEi3C9FBLWZ~#Fs8apt%lG>$ntP*vTUijY%Q=6VDQ_BrCa639fdZ+ z=o5wZ<9itRabP1M;%p>_8Kt1h6xs-T2E}q$#N{gL0vkDipf)Js4l6Osgf=25k%eU| zyHqPPfsNEClB4nCjViUxLK~q35P4dJ(no|^U?b0EcopKz0pj?O&_?KaNRFFo&$#M1 zu#q`DWkSy7H+ch0Xd|3W7=|`Q22TP1GsO^O1Z=#_$`vtcLK_h{V<@Lqx|*zvF<*I& zsw8*_i?LmG&3@H{qZ(OWf^VsI$Y1RmLv3OgTu^|B30pl8p}v8sPWMn?T~&XYsXmdr zW0WPpt{uZw9RWlAf_vAv z1j94Xas@Urq;-uiOTDHV^HFFc6QkOc590i6?L)vuVA_+S;*@tPvXVj@(ZlI7YG5!G z-Dki?)Hdj?!LiNcW3`1g5^JEx2_^}Q^kspK*z3nS$TB3*Zf-&wx$bSizbnfLHFN_u z5@C2fT0XN*B{orLBa>;ylm-RHMdQQ3MoNt*k0^7fl6uF5HloKdrC$@LoHBg|Y@~jp zUXv1E9RKXL&_-h0%{YFFjH~9dz()GbV+WN5o3YQ{3T@>2h=l+xB6x4<25e-}vJO(E zEg)VudzRmuxG*qF6Y)?Z8Hg?CMHjuy>g48E4}&8@w9b5?!ZPa`_$LSu#u|njY1olZuO(QTZg~5&i$dHK+PZD z>u=ESA3rEV9h8iJ8xa3KpnfEP-#`)|0^R2W;}-)PAS`t|_JtU|0Y#sYVo=cHe09cA zBBO!Am{}#lAdni??U>QpX{fuC@dM6F+xddFbH-+up`F5W|6NnwLF8`IQO}?T@1Pm~ zV9J~FwXb*4b3g?T9Q3fJB`XdsCA{zKa&TGQakC6={ zku#%FlzXaVV${*as76@StSF3kMxs$NdRB^Qgk#eGC1xU+FDcAfwHTu{SlS(xm)fyL zy0M7{v78nW&Ul=HO`MT^T%rRBwpOX!Ek4mbzR^2gQ1Q`d*T=*V72cDCm&}CO_(Y>5 zg5ZKoV@8ruW>R8q5@#(k^J=m}S+Y@Oa^eYPz8@*^pOnP2DUH=Bf*A}&Wv^%R-o)0u zja(cXlJe|KZR|>&eUwIiE=_%qRz8&0C`g-qhh}e4oc)qMJDOoMp20XM4f~zZ2g{g4 zu#Ck?{LdIgOr|j|GYOx`9+TvlWGSj;8Ea%EY074%$a?8zCmCcnnPdy}adf8~FZ-M% z$DAf-QT|DhKF{1H@7y{6JhCQ{^C+((BCm;=Hy20X{VU(MH-9dzz&NuYDHTh*SkPBm zFjrP+Tp>cfxNIX5oKK>Ce{F>AAkC^@wh>91KF;f}jR@ojth38DB0&pK^_neinlGMP zETO!^vW}NjN|iL@O6KKI>B_+cvZE1C-{ z=8G!H;5nvMSy@%t%&D9|Bf@DDz-GjGZ~! zKN@2A27COEhA<4g>Xu585G&Os4KcGQS@TCj$Q$=h{m~GG$Lt?}G=%n!Y5qq;tYTQF z|7b|9wPx!d4dEow5?cJfdmev3_=0qsAFXI6FK1zDxkK0MM6fm?-Qwg16SJe98s%o> zHj_&qqRgwhk$zYGRm<(qKid;5 z{cLo4A?>#5)?kz#H| z@843y`JM9LQe=C(=nQY2q#FywD3aymh*cc~O1sjQ4&Dn*L!QX`g15m>F2>ryFFXqU2IeyJ4El!GrW zl_JG&aRYx#kq`^2|DRH%8d_PduvCipA>c2TN|9ol#&inOuZmP(OKy9L5hDe@`Cx8iRpLO+i9uvCha=g$Q#l_IbbQ}e&2$W+??y-THt zR=KG3QYlhGuH-G1BKfd6+V`bW1R0G;T`EQJ1?*ExrO17*aqm(oBBE5>6IVrYd^(LZ zDKVc;i}HRsJybAbBuhLW@oJWMJI;Z?2;4h7`x=ue$lZzk@-|u3vh3Y__60UG`ByP# z!UKUn&INK9ymJ(ljXcwLON4)6}?3%8yhJ_>seuvlS9sN z&Xch+c31`7dz7nl1#i{oE!hzguTXMd+1fZliotD>(5XdsGILA};9lR-#Sit{*@tl8P1O z{#&6Z&2RvvNV{{o%H-N$hh|WUu!bdQdqN+1R|`uKNg6%+QCF+cZcvI?=QxOKJTUpF z4@!|sG-*oP#`8Jfg{6ozb_?{eW&V^bC`G!F5@JITdpi=8B4~@YZat3v`dnvFitsA3 z5OrJjxtM}dgsY{%_)*mJ%0yU-V0d(Y*Da3rp`aA8`Xnc{#dqsSJSasT?m=SJ9IM-n zgrx|K>oC>^z$Pkty=U2EoPn2u@<9);{l))x!X;WRrq%%;3gGQ+BBf?Td_U)9+@PoySXi$n! zkC?FzNM?>1f>K0NR9s+?U6Y3qmLjM#sN8OOB@*YjlmL_>V>1*qZ;j3l2T+P^R&S@V z){3S23QLg=#fKZSnDIrmpcL`?s4B@hsaE?7lp+|)E*DLN)k!;HDYC2Ogd9(?_Pz-y zMf|GE+6!z{`olme(pnx1y~a|%>wW;G$fRMY*v{zq;D?|T$%}eyeL=PO;TK^k@BDA2BOv+=DP>0ZI{Vn~?4g%Fv4vVJQ-7u8GWb{{GAqlp;eW=R1=wOB~w| zN)gBEcT3>HMb>6Aa7m-rO43DM3#XnLo)fh z|48d>!@M|^;Q9U0;_W2lZ@yKFMs}nmZ_WrMAZV&c(}UWY@-c7xZ1=$_t2E|rE4?K| z6)}6Z8E`S=cYgUmLmVKQBKE!6)v_3%AzaoO`P2u;Vl9A%aIZrySl6;eD2{eS7gt_zc{lajiP(u{Bnm%bxm#5Q#hFEn6p@QnEM_0QK%tO0%xcO4n-q`8p4+lqg;nME5V|HhLBar z7IHf3A~hO94WU?(=p1;7IlKmF$R-KcJ3{nU(J@D%hA=wB*PF)rN@AV%)vSPh|#~Xx-g-Ja9${| zFXM1{oG#E1f&|Y?tY@VRQ%$HL{8YFgNY=$fmI*Y3Do?#D$F!BJwHIm#Witv^j4$=a z*8&aMrN}49xP-}%M+h~9u}YR+uh5gJFb*`NK$5mcvb0!9w^XPh>?Toemoo0GvM$h& zOX$pBi1F(x%zB}Q@B<+FIKichzyuo7je)ID)qP2o6k%Xt(1Ybt z1kJ&!#x9p4AEY^D%cY1C?F3P8xfFS-2s^)AiYPNCB(DE0Mach3klmL{5d;k>^53P% zT4fq$xfH?jHxQovEk!sF<+*#8OA#^leG$3kQiLqSZCx%!B)Q*ka(_z^3RaobzFdl+ zsTPvk|CS>3Iz<+3xfBtFW}xlMrHH5^+kUwe5zQQgA6YI%j8(~@%cTesR9sVkOA(5+ zG+pVxOOebDnW?{}2xGk}@9lCaq6%KCmit?Zu(>D!ak&)1agV{K|CS`o-e-M z*Pz)qzD1VuP_n+wFTUNczRQn)1ER|My8{gw@~`K^$U3n2k3tQZ9t{LKNrnZM0S$o# z&VV-sG^xx;3N^$K$6(x&VWSu?fQG2;FkAy=7KkNi3pFIcU?)2P&YImN4>ZJnSAqkE zE-mxIEhxcVs38JPIe~w$M`&;Y(2!_6S6+T5ad$(qP(vt@BJ7tTM~gxlfQB5AVysY@ zIUYJwCDaf`x;X#To)@)yW`Kq?q4+T>M{kE4@`M_~X_BXkMacI?7y=C$gy^@#XWm98 zyccQ+|DY(ZI?7`{DgkH+q@1aWPZW!8LNqZtT8q*F+Q;|Igy_N z-XW6YS(ubql+;)PQ39mP%aa=`lV__^$e&<5L`wPPl*ZbW*}5z~SH|e(-r3evBVH=~ zhf3lDp@tasq%j&0jGbvOfrh+KH~J(`k(c%SF4U03=?sp(41Fa_5oidCm4p^qX_>jw zI+K1xE=eVGjwmce7@I{IZdrZ0S#zKiF~(E&LB^Ij#x!9m!WJRWH|8q3=Nf}j#1DR2 GqC32^OV3r{C7YQG*ktY6fAA;A>4E<_dR9RQ-C$r^jlAN7|zziZqx6f zt9;Lc*ylFi>5&H5N8bYW1B9Q{m%C`X3I2tP-U`0)!g5*oE=WAdJ+<%?omaD%ky$AF zUT+|**B`KM_S6~Oq<{TD92Xy>ANEiBJ}&l>o=~q|KcV~lO4z+wsuPACIz&F+eAi#> zrMU=r3A^kS+GwB&xYSN>NH@m;v};Or{Ezc}G)L=cYXL*V2`RtN2mN>-Hq56|G!Lq^ zVDEizXxuZJytBA&7ATaBV=-mlkNfNKF`ozVYrn?9Z zn!BnhJbe+0==@QiZtLl!ayA@%4$b|%M7fg6$4N}$-SK4f9$>inZKCyFd05c@@Q8u1 zu>;}5PI4@_`_*~%-sf^IE2k64yV%-lwJ|PGULE$j8kYR=^KtO0zO&5!h{{REuCxoG*4x6hhHBranEyEe>`c%-+c2K zKUiJ>66l?j##A9{0yO2ad5OA~ZPvfde)D_ymU^vGS9NJ{SEW5Q*b!=1ggh>G^0^$X z$`C}>dVb@&AQ!fWQ$aeFnR$T2zv0oX7pFJ${@JVcqTxc@x}%N!?F)a`$t#tn^@}BT zw&jeh3X}Mmm|8_qv)V!@*eqmr|J%UT!O4F8vU8%7iMN&WBYAYc%=g*@;x?tbuD7jr zV61)%c)*QX7G42GPPv%(tF|G*$dtZ8F@fYseZ#?b2J;SPg5bUy14K9*tna8cn>2YV zu^2Kb^?PAe(tUNW_ml58?cH543eTFjqiFJf)lfL&KmB?CBs0IgSZ9ROT#Yg?=QbOw zs-@StS5vCxP~Pxzg3jG>6ira#Q*m>wd(qKO&GK?rn|Yg+u6f&AWH>zKf%Vpv#xsAD zaV8^Wt8-!^tUP9B)G~+vS840CKy388o4}#gS-$j>v$==$;rQdC7@t$EkwHDcoT!Bp zQ|GWJfFU)5xyhcQV2X=iBygJTIj(Qf>xb=mz_FNqqnc^M>`Z+EL6t&A9b{hjaoZI1 zN*hESe=Ux?ATZ0rZ}-#Cd=tL zI@7~a>sN~CskIR|zT4Vr#C@0!(W%9pSYnE{?s4lQo5@A-2aKD^8qF5uH64#hpML&c z;c_0$eOW8o@>GkEuy#IM|MC4$V1ZS&EL??Oh`hQ_UQOcfnIbbpxFRs{m&~6m&)a~jo9jC;KsF^wc`HW z_*PlzjITX(OO}1=&GGKQJuf%uU;BFPldhuyqi|2kE)$Id`e}*pcM?fDZZkXceGF5| zeV3BPt%m7>CNxz8U#|{jXf_|~5(u+qykCtaBNvVksteAer#&dF$pNmo4T$s!EL?@n z?simp_8u?X3o7-K7ByhEy_*g_Er%TWb@ocmeQIuf5>DF}2IQ4H!eCdOiM=bH)fud| zhPtWf#k$t?)UsUrx}r-#o6TW&_^z0Zh&Ib)-9#!u3(iCZA+lCJ_4>Y`7z;7&mfF=w zK_7L}4WaK|!Ao=niw0R$7p1DMTgVDa^j4u9n2Srvoy*f6lM#B;28Cl{F^b1EdPguC-7M+1GxRHd8Idc{V5 zKiY%%rt_7pKZ?2>4*3w+=|zdd7H44$g*!Z^4FC_ro90)VA=fc)|LHh6==*7Un^(iJ zZ&$}^8aDxKtH|1%y6yI}K1H4wZ)vJK>-TJnV2X}n#k=Y*Uv+B%NCe^L%r5CEQBUspwYXR8Aod#Rk+})vwWAa^@Ds~PJ~g*rUxC6Ooed&f2<{+g;&91`sZOcw zn!vrCM+0j^vbL|8WECC8ZvMKrp!q7lzC5FtiE@8{VzXL7u&}-==u>FUlePUvhp#kX zw^^@~F?(dtB6W`M`o+h-r*wZZf!)){X}0iiC-l%@6CvayO`9+y(tt(aV%(M;0UE|m zaU(Q`22Guj{P(C9N{q~b`_8T7^X{LMFDtRSI^Vm{qKc2#)wE+Cp<>N2o<%qH>tFdX z7;m|LN0tphA)+}r_KIK-5Y%HqEMiLzXe%xO0r;^O|$@v^6MeLVWMxPsDSsm=fS5-nEO_srL zpdz|x9_(UvI9|?)-f~H95RxOCcmJe+*u{Xvc)w3Xpksmon229afYZP{TL=gLCY+dR z6u}Npv05$yYpYiE$`~SO6Y4BH)llmN1&WTAk~SA;H>tkFC4na7g#-g5WB4e`l(bD^ z{Pk%yG0vTUI*21M@wgC@`b$eWU4+j=bapGq*Aa<-86lQ#>>HjE=9n*t9*lddEwJ)r zS|P)3I&d5=?aVI@{?_Mad@3h0wkvs2Zd|pkg3Q`^723p>@)0gr6lVn5cEt#>SNd_e z;sr0Y&0G`MX>y!N0Ou(U(08WqUWO{60=iq7Kplk2#M$iM@KV?{S4xnh`!G(-?UtQ> z&aho-94TCuN7IFnB8BaYm|n+Uj%%y7oRf0MQE#I#nCb?EwgnAZ{UzF#wNVH%HAWPE zi@6nWhYP_%zG}SIh{lPExgvk#qU59&LIoSI{VCWx>yE#mh$7mIw%WIPy67WG>8FZ0 zMw5UCT99qs*c z0CQ2A70Zl{sUUON%FEFq%QAg}h{s@ONG_5%#3giE7y{+FvK>*vyAEXmtF9_Ps}LPx z(wT{PQtu;6C@i$1d#+X`)Su;0;V}l+Nn*K?h#0OOiM6PdoBKbNEUufY9+ct*&0a1+p-w3cU| z6sRVs4a`idc=CLS!LX}G+_20?74pg`qc$pi7YHHx@DEzko*8j!L^iJQIi8tbon$iv zqX?W!BOP*d#-RZ^;X39;z4W*rgw`N@-oTci>_7@-A_}Zl6LB)bz!3J6Bww9fF;aHP zYx*Y?AC>VuI5k)w>5k70R{KEy_}e#+LX-_pY>>|3Sy4u6MtO~NnHU&HQ5DT=aIoau z;O7b2TbCl=FD#!(P>8%HG4`lS`WoTHx(ld6;cbWHOO=fh{e;W0 ziDnTNP$<%OGST`Ez4&VZen|@U4bq+rN?AeT8#LhMFl0s3Lrw#!LU6uC0@A;2w&-v@i4Hcj@!f$>+NjEhRZz-I zqFVeWgMkM|>Qixp41UXWiH1=&ikElqOEw1I+Z`)|Ev3XGsx4qEnB8Z5 zK-Qa=du;M73pYJPT$g6jRr;#HZyk#2`H{|_u^U~r{ZOWh`&{U~BaP%TWFFfwI_}*% z)FrM!;V=o73bJt|wjVx)6_F6%#1Ln;;LaEL)^e@4rOic0LhS*Z?gE}V0t*vaUTK8Qf4&aR+u@OY@s7b0N$V6SvtQNMHqPs^8U8d&7P`CXv#FllmGfn zY3Y!j$K?4`Cg6R*cI*>#LS;}Bg+s()q1mL#I22ncz10Sxwjpee6ldsg5r{y2ev%g* zt=%*r9)+UL$1K{J_;s47%4KyQ>F8(D`s9w|a6}Kd(8jTJiFBvkiVWdH(51sCp)hfu zy%RAOTL6fRCf?&6Rr}$B4P#4uJw+oEFOB^i=QjL|FXvV86JI5+s|N7&V*Qsw^zX!1 zVXt>sBmgHh0(3T<VAJ-WX|G*){x>V7Aj3NBhsag{ zet)p<&SK2!NhW1#d|Q%Ru1}9HU=LTA>-023b=No+^I@7@37u=Kg`5bXsNdN`t`7Lp z-&~vkgp7Y(K;&8{Ux)?Jg!D4#F9i2cZGw>P=SLz^elDHU0&x+8mn~ydA<;`!M}rjm zMEAijEMu=*{s{=q1u#fuIXnqSV(KofvX-?s!XbLnTXa>FG_D{ma;{)Uv|`81eQ)Ak zZzP8`;VBpwpxUvI)KM`W&aO(&Q2&<0Y&+%(~x44Qg zDUAS?eb~LqQSV%u3%%aM?6RP~Vw7U?oySEhrQ+W(0=7AeDD<;m2m#5W8b3ZU3L6U& z+!7&S^$u3dGcYs?wVv-gDSxVQZhi9(5IaN)KL*hD&e61hJMYl8_77aBgKI@OgsJTG zFCY2MG8|uIy+Nqt@>~onRFpsGYKbJ4la(-{7 zKD1*`N0JGT&)b>R$#sDl3XeDU!WQde_8uxE6iLoh!}3*8m_A_goPsGpSmbS>jl?l^ zms%u|yvP$@67$El&2Kb_d`eyr!eNV~@ZD~Z z9`qGjBZWPOdYULs=z6DOg5~EuSE_Bvs*rI{mO$XtQ3==b0dlODrig;E=U`xMS*%vU z$w;p6fm=Ss#dCS`Js&!o7Ud3|sI+~-03s1w3N>ZWNtB)Wsr;-Mq3$}CHhe|&g~&*G zj7?Di#>S(+%yWiNV*KmBbv{x)La>T-c)m;Cs<|PoPcSUXyfUtOWFNZGzZYU8Z8>Kxwe(-3~dBBp9ffy z1T%Y@vIqm7UE?L{+AX7tJ_r^62fp(yE2J&|hwpm-8{e^;u$dbDH@?&KQN=!J_1j!o zxrj~Eb6Y{fHG@}*FY6UYAqc@2rW(|it)LD~)#89Jm7dlV{nGb^tRg&oP|+xSl3vZI zVnElr@@g3$_&Yr_xPY^8(b_By-Kz3yjP~|QmHXZ9ddABipDB<1rwP8PmuwHA{fF00 zkJqa&Kxls~s3WKW3}UWZ*yuN?ldhrX7W}TEhlz+w1Yecc?I#hRZM0R-?pUouc*J)y zv-bzQs5O;8#(L{ScTEWIM(f7}HU{A@|Nfa=!nufF=~YiQU@ge4(9ydB$qNWUdEk4@ zVN1U8d;4g9wdeP|l$3;e6&!@x`m>aF{(^y-_VXM5#ne#H%OaAQio)F6!6E_)+3WV; z{caVC4N)CJ3XZdo&Lei#w|W9N{q5n|b|JwVtQzEGfBnG+vTM4V_pAc zmGxz;xtQN)7c3}7)ONF6e=~ja#f;5Hhw}}*XMaEa<89FJZ_(@1o=zWzN~Lr1l8JYL zL%t&4kofutv0bT__}kHFs{YjCyDaE*ae|2$8J#=BR+@xwKLViC5n+YUkXqP(>9Se9U*vU%vd5Fv85 zR*yJDbiZm>%pI)1N=Y^0wUYeO%$SOsuAuutT|Dp#(4R@vO~57edFJA)61*PPCl{C| zE!9eyhnulXes}31_=-F9rTbK$V9XZcfp|Kafmv=h{zBPt{_9)KMMZ+qrMw7^316F_ zold8Y@X3Dh^kGqX>k;4Au1{h4SXl|(UUi?_WSf;UT)Fo1JXc+gjOwM`6_I=8nU&MOb=#wf__8{8LS64y0=$R?b z;;wJor?x%^Rr$i&L!+y1rXuG4@+Cq@y>GNVIUP-Hpf2X>q)3DusyY_wnLE|iwEpcr zRfUC=Os(t}?RgYq!56&hr^(Y~JK6k#$A8Fs4AiE%1?waeXDSbT*-EFCUAn4kn7=PQ zK8>WioteRKQ+s5@hcPNL#Og;@#yoZI5l0%Ho7K3|UY2fceutu{o$*&5U356b?i(_#pmp_9AD z!cRj-<+Gphw`Izr+4alwoVDXaup~c|PhSv^_djE;;cA={64;LwcBLgiWazAhu!LVS zmQG*Vwt-?OOlP@pJ~|s?RAt&`f4JCI!D8NG=C)KQ_A>#-7S>P>Z?z|le8{V2ff^IC zl^aQ1+WfmxJ`7FkD_)p&>8KS$9qp*7iybXvH7=R5b`an>Q(^>bTed{7EP?|nU{AeM z?l#*S7a1SO_{zGlq_Tn@5SIA!kCN3L<_-OkQj?VIX3m|6PZ4r``Jch==cPVToEX<- z0S&teu8G4?{yUTuIMbe_18-Vecbkh{Lcv&p$XP!)S%))D0B3XU8SMgBBXB(^9{x^C z)K+>p`559EWhG$LUk;U5q4#ra)aDYdxE&`$$9DpFtgMVZb z-MZ~hwd77B_bCC|A%5>j3yQ3gHIL89z!)u!!#cAa!_XBkI=1UY64UF%sw=h zY3t=%{wKVdcF)QhESVkzQVPQ>S%gS=>_}#e&M}+7;NqpyxA~;Q*HB}i1Tu1R+qBlk zEMJrNk0pMN^f@Y_%xo_0BQK4zMfM%E1vQK|sRmtai(|1zHDwmC&D{My2SoMSH`O4^ z@!LTKLBl1`{<{eV%GUQ0q#4&3cER-6(S1dYqBm6sT&)yU{9D~4fX+UFHiElr>m~B` zGRbj&Z5I?gL-h4|X4hrZrXokH8guat16Vp62nt)fr_@_Zgge9SCN4XKpIb^iUv&AR ze8~H($~9I!Uma$k|3FrlCF8^He28)Q4!f|{#1jo)DK|uq`4sbQD=*S!Q8my{1#?#B zVvhGZ!t!`fD=O>eRFchXe65AzR92eHY_onrfw1wCtQzNBSOZh>daZ#F5O$bdk7qWjlCu5y=zN8yRTMm~fI|m1LyOajB-_Gt*^a zM`S;$D}P``I`xEQJTlgP!-*wI&=wk1dj zL;la$^phyUj^mbUKl4Xc>T*D?`-T%%(3BOwdn|U~6h}-FMqDG0R#*y*^KS~fw?TE# z5@&UBvfUA$ZJY9hEnzsM)9_iyg}VL|8#8Pj=Sks$OKR&Q9;d^UE7@zJ<7tH!Kiy#~ z8cAt}Qsy-Mx?Am!MO0Q0G+(;k9^_MIYJB0xWkVY)tN|K%Q-G36F-Oc*f?b&qYb5M+ z53WF)!71_DDMTVP{0P>tCcoI@Q6YvMHHi5nr-bFX;c3u=pxoiO^>BWF+5_l9%B~Qe zY)@(d&O`e?Cq{h(_08B`qY=Jwaut^|vke#174Nl$gh?^|Gka++CA&6Us=UeiAaXg$ zS~gGWjnd=%)ZW#)Eel+S?)P!pSV1@oGOYtFJ&n!HD(CYou+Vdt2;PAWSD@B*i`fbL zf}Pe!j4IbTC93#=-J0`vKesbNu$@t9uDNUGDST}QL_2_ZB3-Rn>cG)1fq%-*j}=V-2*BoGT>f zzfY%A^&mEd&Kp7B1!_cWjp}w|-{rGlYRVQ%CN$5An0n~4(SX=~mAX;m{O!o-lG2rN z{rop_yi)y#yPacT+!>Cs$aDG`sF;UM+zDF8%2?Ur{2%|g0aw#Btdj?181l{hBAgtT zbkXIa96bLzxr)a9>WxqB&%S*u&NXqXC3?2B<~5P~CSRGZ+?HT^d7S{bY0p&ViE#63 z%ujThr8S4zFxqsS;DIQxK|8<0qa8QloLzyIi5(B|OJ~WF6^}(?odlS7D|2R1o7QC4 zXF~*|(Iy6=2K7LYJOC{Wlibh&NIeO=VG4dGaz#7!>m&C0^l!y2d8% zjowQoUGq!@FL;-ilz1rWrbS`!>}wSo#-4llDHcwhWKWbGt_9J*wEjK-q=~5#jilK7 z!Fq7AHhq%%=d{}ID+tGk zR~I6#k7D?ksGdekOqk_GXKhFK0y8{(7UfL&nIOFyo`n7xTfTy$gK%dn`md&RJ}OKDw56&IvC0v5CGwxnmY| zS97x89*vN`s^&h$DM)NK|T#JBq%^>4#zuY2} z$08cq?G}T>dd3#gIHcg_Bu4fFfVp62N43ORNP#XuDWX|up(vA`t_5H2S|Tra-H6j% z=QA%#9aF@ouo{se36xcQhCaG82<*n4wFF+Q@oS~>{+FsVnwfR7_TS}|j!`*^pe9&) zsb_6rUIAEJGVDuw%Veo>I%a2)d8c6%-59&a4zxG+UzwaTgi=M*U-4mGs1WH3C+;u5 zN>jDik#Zn2C@1=LL&XY>xwd{|BzNJLh$cuiWuZ^yE5OwLS{m;^3Rz&LP`3PA1skNZ zaEG@Pl}lTy{)0!BWfhSXUfYV0<2~qS+B_=@f|=uVl@V$qg;v$Qh@+?i-pN`9k+gJl zG@%6+If2XQ#ribrNfAOCT(`n$Pwbg>4V^B*M9r>Nnv!ZBdp6rmCQ&hS>Z;S}gT864CkTOV==ylDd_1n!Ueq#8XV)t81oXqUiTemcX)J}O#+LaRtb!ZD)sB_y#&Mhh- z$NE^e0-IY67@Yi9H-<0IT2}YWr+$*tmqKKh*oINUcX%- z>{&C<_M&4GPO|S9e&oMkik7o%mR|-3uzAituNibpx&z-TR?Wm%MPHST_P20~Ux{8Q z&!Q7}(wQ@F8RCYg@*WTH+5@of(dn~q^=<9$WZ}KQq`WAnmYG7zL@S-yQ(@&xm9vt! z8bM)=ipuRjKd_fU`k6xJ1vDU5*ozvZxE?TSnG%E0RI$GT!-F*|WOH}MXvDi!09!#b zzZJC9;9if_fC0(^-DXlRr|erepW%F+Fe1b+X4xz0G7rL-Bv`O=wxIN1yGj$5Qqcq5 z-h3Hn@aq(>Qx`X~s{%T_1V4>ZAH+^UwVfdPG-}b^kGUr#E|{SV87epTWl%(wmJjXI zc@dq+rza-pvmamvmkQ@xhv4$Ro|U83PNjL{koFLe4o+K%iDOzo;%<0t7lR(TKNkrA!br40tyo(Fakt@ z)0!OUb|_{^@}^a-C~w(rv#REA>T4PvxeNFX2hloeX+@T$4CahgzM*>xOj8N4TkPEp zk>zicxXbOw3Xyy$Mj>g!5$~lSb(c6V=X4T!||yKF`{jL9cvQt@Tz7yNn83hD}4P)DF$oOE=e%dVjA9 zgHdyLLN5^ZyF}tDFe=J+Uk4De-GC9K8qhjQONb}twyhh2!w4e$>=mr-Q5yM!-N3-Tq9CXRD9Tfj($ja z!D##v?{H%d)14-8Xnbg8!3)~;F|%k4Qj?&ugc^hy zKv)qGiJ`<0omHyDSc~~uYmLXwfFai8BqX&dwSLVE5<;!DXw(wVcKvSh&G$5aednBa z?&r!+u$2{DcQp} zx5)t;PG{d&lYzhF5{ELmkq%v ziA=|v;-g^rw%;CF#yWYS3`hOp&{rPeGi+83ydGvlhLma;Q$kPkZvkYc3>{v1L ze&w(C(s=#m5#Xl%>BZZ^QB$pRj>lwtsBp7TJI_Si%^hi}Swj8s>bOtO*8W6F>e0)JyP{RPtf1Cg2y$xRTQVHrpVtZ{L1%eRrJ{gEtGRAluRXLEG9r0@|=Jg+{kr%}rms@NGC8o9vwW_2X60 zZMvP>th+fM)zhZSPwpOx?`CU0v>DzwJdyQE!_@J6wazs2ip;jWue&xuzG;xHyE^tBF$~D!%a({{{{KG)^*h3w}dRRKwNF!KfqP5C3DYP zw(eJ*J0A$tRjF*fESJ=}jgKDU0^q!oBdQyhX7A`fe*^i`I#<_rV6RWfZdm&Xjwr3H z@nW!%i8}pL&d1y+SByG^Ndi7+ccFaZ3G)a#igifHWkvajUPI;G%-*P9i_sidPu)Dd=f}Gvz_O&^WH~s}` zclKpsHpij#Sc%X$7Tc^}L&p-fEy{`&c-MA<$#$SHR+7{>1Y{E`gyN2o3Y6h*Qm;*Z zRs6cWVjGL**Cgn^9?F&FtcwZ4)Sm9DT_fU@+FhgRRi%VHZ>gzma+#M0JRB|A|31{s z7bdqYt=vC6(UwbnIWHxbQq<1Jfc7=7+y6zy5r!IG-b)Gkwz?NdRJFpse{`&)hWL`s z+DsZ=r~Sv#c0b_y<2Pz|7qra=kD8fU+nzU8JnTq)J+{)>cM7ta4sOIe?T3bHo^LlS zpCE%x62`rbGBHNiyM&NwKhD9F+^RQ-zEe+QAp?emKcM=1D;py4fYSL}O08aIUL!rs z7Ky|6s7^}TuE~O#A`{?o_CDBYiV84Lc~O?@J~LZ8Y;#K7T?&CIebby zwSc(VV&8EbW{Fjg5yRfc7@o)LPt{u1Y~Cn9Z}LF;zkM?Kk^nu1zHwyFZJ504W`#d5 z6LiA$Y~$d#pJnUezy!5RO?x1|k7!NiJOLS|8OF8}O4hpHjJIajPnZ&+dLLSTj;QCS z`VUU%TA30$H~qJXk?7j+;Nvd<*+pX89mMzz6Q&A=gJW4?7|ve2F=!5%-xdT17{^=f z+Qdr^dUnpasuE`@o?$qCnMRqDr|~0;^cprZPd-lctz9qd#uD(M2S`{t+kv8!g`&$u z-wK-`;puhi0ChFGu;DmN)53zKE_6<}{H`q@-ZBr5)@U)7k)+@-%GtW-tWg?l~LZ4(;t4`6N&~~<#IZ|;-%oE zF*@9K0O{JMC1|(#olr$Ln7*KNw`XFILf6r!dsu$8ej^0>dxj|OeClhN!w*5v@2S4F ztzk4|Z8~0&#BZ(%7gc1lrV{+il8|0{ht`pg%}_VbS?XM1Hz?Sj5G{ZQo|=o z#fFh7Xb|kVFB?pp!D*b(5lmN3YiPm=rs-7qnY?XBTsl^nr^AY#-=SS`Z0iI&BQG>T z)`)IA>KsWwr5)CsO_zdd(u`EX^WE&%FPJjA)HYHkXZGRzK zC+JD=F2bC#Os;>rRf<{B;O9;CMf-!?1m2XnlFrYfHgBYsZ|fXux?0Wc7>tsAVfw#xC36K5z?ijF zFRi7+%%w-L!TYX*;U|pa=gi_MLC?MWP~EKJgjV5>i^a2ciBSsJvHYu-E#SnAEdBc@ z)y)|IdkL`(jG8*FX`G*OOZ|~i9E1k8=;1}%i8GECuHK29Xwy@#U^^l~) z;D_~Sk4~LPvq`+&hOzmV@7%G0YHO6omX^S zePgH2xo>9u*gFPcg0tNWWQh}+t>09;ZR3|x-GrAo7@fak?_K@5^{;xk$)$$gwQ;f= z!tzRL1$HcJPStM9q$stkC=AfU>E;YR%L}Em-y6D*Yi4?f^jYe^QbtIY{OTn-M-e{QNx>AV96`WF=|VKY&p>7$!Pv|^>QwI)~=nP)NZHN0L(2C zEubPxjgbIJPdCsJ#=&2r^a@}@^r zEJbdnv~0bwfkbUa;V22$T;fNR+M1#+i`Q)S3k^Y~%b~;z)DDjjOH?jdSn$f1JSrqh z1%c*Dv#bIdvqUl|^-3Uek5XCtAC4r7#e@>I^Z7m&OM$sQCFVV$f zXAT{3YSom|6O_TjPnpWMJEd|G?eS>GDCLw<&H%c_yz9DiG@oSr=KM{GsK-{c*CSzf z#o?!Wj?sBpeH9-+*@l}t0sAU6`kn~>T zPgfE$yG4CG(RtSi9Y!viAa{}?PRXtWG3F8~{S6IR-C4vv=vRQCGm!#8WyC7hSVC== znXq46L8;fR>m3Gpo%z9L|KvR`bikv5O-LP)&QUKO!qI2fc-aVppQC)U7?1pm$p>Q~ zEFhuTsxG;Px-8vCiBKn@?j;&?jgdXo@;#&aLXVK{Wgw9s#b~f9vlD4Bv(0)nrdOVF zi6+-`k}twrN6QGB1%6+$)JZ}qhBPzm(?!6<`mb;WCe7hd1^v{M4)s&WOfxI{2<@0x zJppJWDRhxgQ+@4WTWo;m42|Cls15f*@f7%TDeE)1?GlP zo=&1%FMpCykDAt>HiRa;D5jIn^n_xrn>7J$txE&HB_)eK6cUv8U&JwQaN^zvy44Uv2` zq2(u|VM4xWT9cCzx=SctGEM+YBaYmF8t~zLHrQ}SxB_A;5xL}UJ?4=bTz%sn{^D^y z*C}J%2bJbFH%T|T`Zgu@6jI7*XM_cM9Sqhu*mN@uw$Qai^`1SlBrto#qNNhjY+q;t z$*xF}kNgduG4sWCd63YS8so8{-ouBlSWEYk^sykiC391d7)zMl3usS(v5`P0-mEc* zjY%keIGu@$Q3v~WK1fO2Y?9d!&@NMIIgxhH&6@BKc(^)~21#JLB-s)nOsLmgTot9X zBr8`)RN@&(wJGOK3T{SIypbp&x0ub@mVz#WY)fXrA#BodQG<5Yif~H1>_GQ?S`o(M z7=OEzIg4utNHjmdF7s&X+~S9nlI?&BlD_Vj&dfra2n9S!nk5o*iYr_YwH$T>SEC!b z;6?xND`(8oCXy-iM#cdh4S-5%a})VXBobVA4w;2jDayZ}gGZm{y4@O<5IT_}Mh(o0 z=M~HyQVFe_)JQ;OLA9HRR2sM&z~EMOBgXY%C`zgo9uCusHbRVnmf8l5f2U(6b=<>& zSsb#fm_w}y%GF*dPUsC|{riHEl%&Xnfi@AML8tuI4IQvyW`H>wM6m#yGBflcEG_XX z*{{)QHm#13aU(q+=rp(Z=f#XaLAnQ0K?)B;k{{@jL`I_2Po0t6S*S4K&ajWOQQAqX z@P=8cd*{|c6gp}(kGiFMmj8-N=_i9Sgz=mlUIfd9#`G0kC~6mSAmcf-2@| zsaOb03B~yw-zN{OVS5aG{Nm!MiHRZQ*)2|erm1VGQs7j<5L$+FHSUP6F=?&mwL06x$pn#i zu(1^RL09}DK&D+>6c?6u%Pr1nb-3)c-smOxbV{9KSzl+AMvQ8VRBxuS8Hbkl5&R8G z3)m74xLARJI0xQ+N4=XsZ+}$vwk^>_=|oOFvad-VXlI?wv2@{-Pk|(U4#hvi*bStxmr(KKf3~^R zvl;9Kedr9ZXK?;#ab(X%J|C{#uu7ZJUkr(?g_1gS{71l6dgJ^#D?Ley8F+_HfCTnR zK#f}Y1zrWbTDeb)k@S{CEf(aXS|i2pp8=MbfWhh!M-q0n{ThUWER`V zIDIL{^u3#maL%Y!n?suc+>Vb0LYnSUqMu}79{G!9lC>fdb906MJ15OoFFSvD7SKIM z=<}^gu}{92tgJO_I1W>K6y6kBN?kj?K-ufqaLS~d`hq#1AWR4Pv^TWq!LMF^fPLB= z>U4bQb*RgNLd*saj;o}bJ_>Nc%HAcR5kqB!>InY*ik@AdFD=un86&HT=X;Fclu^6QoVm2iyu|zbyL<%G+NmS%|3fiR)r6uamd4zIGYqx3F09N>vVJeav zj0hyN+HtELOrwOhfKu}*`J$Oqfo|5p)Wu9ZwMF%zBa?+j_eTwhY%7R@MLyw*+)a7o z41{L;rd&3%qXs_eMxWsd7@58?ZOqnv1mix#(z*%y*w5)MlY}9*#ivHybViD<&8>8= zk=NwX*HEaEP%J^NhEm;$wCz!a#+8_dyH2oRk+*gW4jdIxYQr2Zwv}(0BHqx+@y%Kn zzZla)pDML_`Mf?cV+Q|9ed=cWjw?F#2o+E6(l{BaG4bU;;Lm#aQ-u1F>u*Qw0_ISn zI5TRIV=npmRXk}q_=2AenB_P{A9063A9-^HJAi~+KN0w?>>)2hS3}cb;2qL+fCA(1 z{^jRRQOac#tO96BQXHcZ%WKSSJ>G8T4(TO4No5UEG?5$ih?tIGeAx%eri;5qF# zlkzfAdKaOcv4x`Q2Y3=H!cmP2VMx87ptbmLln_iVpL`kl^9|$L1TAD#BaHnBtA4EPyB#Yacr(L!FTlYc&n{9fi_Mj;_XDE>iadO#OLa2 zG{JXz#c_PH5&Pbfia7q)7s>fw{D1Ucoc|yFOCEi1nGQf5-MPOtMNO2!uJ%QX=~*H-_Z&tF2ZyctqDB2>EnCN+rG+~`$_?!vPA^up=Wqb_e{SSJW`3$ZjlFQIhG~9cYu(tCoDr;SnhI6aGozr^c&;OXc^8oyG_ovT~PjppOm(AU`VKnH|JhKj?g!^)`$o{1CA^0+*6|{Nx+2B*vY5Z#*+p0YM ztoJ{9rw~o**U}yM$cyDqDbG3@xyK5-{-F#~S2Y~-msrQh4)P#nTdv7G{3!1{QM~D& z*T2#7Xeq~`iFd2Wft%O__|p@D5#uzI>fT_QIuG4SeRYaqq;$`Qd;O;PL6q0L%A)@H z2QNko9Ixu4Ui+TL@kpt=F0$5do?(%gig<;QF_maIgVCG+l`uxK+d+OXZAZdJ`z%y`{{)r_jIP0_wqVu9k8jfJu2>X$Isv!r}%a#l;|L5x)wk7Li- zwd2avgQ0t{m|M0-r+k;(J9e`E=2Fsk>Ft$OFwIkUQ@U z^t%@NNbj$At|T<=Z8HFgtrhr4m&4DY`~?X|K%&rDDZ&9kyu@x6T+hQQ{f~%<`GSlGZG}(u0j(pi(oz_N0&QEU~ojr3M zp}O?>OQi5&8bcuY@eHzOtZzY^YNe3DsihVhH?>NgLEfN8ALUeUzq#Sau(;%)ZR$YE zONWaMFsCUfD^<+*CWCUHU?o&#KSG` znLqYErP|^hy;s?7m@=k#On)!mvgtQ3^BXsj{VOpjd`{Sv1y!OPSF-Non;yyuIY)~=RJRpbD^_#A_Uy0QIL z7hE?@Q}mQF4@;j*4rdhNZSYV}mlcr7)EI(f&9!NO4Xo8lidW!Q5!jkS-4LWg+3Tdd zKTkUZxl^0(tc*?kv}Ei%@%lr%dfUho4j_$BlLo81a9x&<4vkr-_&J7IzKoi=W z5^AckpiiFBMGh|19OJYyq0w8ibiGxIHgxH!I$22*$3nWgk{24gE;z7DDy(=-unCIo z)@z++=@t_TEVAT*)5Y2X~d<)L{DOjl>8kWdFll3!Vh=0J+5V zhGkgotPd8R@6Fyy-l&{wpkQh)JVVN^e?x7MzO?tU4dWN$5lXY{?MEHr7Xia~KfX9( zPfi(wI(W`L%A~kCb)flA4tRf!2bYSp`tfSV5~-LJ3LaYZ%Y*Tya31c?QVy+8;<9TT z7(0LO_{c-O;dh-}J77cAvjmuDE4uRtn!TRvV+ZZ{7Hu;Peyzm4*u%tc>NoxMYrrjZ z&)Pd)eIHj|7(K7C97|X0-&W-w z&1n#G)xFWX?i+o8LN2m#Vnreg8co{*yhkW@ty-7bTCSwjrl#v2QRgJSaPA?{FU3Mf zbDC#+@cMXZFg#N8a`}K`SyW1{8)Ec9Dy^mJ55A)P<5$ug{i<*-6Qf{Z-`MXCybfntx=zpOjY5{9++a+@`eG-XcRWTa&|P?!7d8BE^-tH?n{Vx<1yVMsr$)ZFV5~ z%^Oly*UN|Q3T<643SAqTP^D#K`#D?K-ruZTc8K@CY6yp3G(Ivy_EaUQB*;LoJ&xB^ zmChIDQo0D`6$@*vb=~d*LMeu-F2sFk8aF;fX@^Rz;b?(+r4bPIjlVATJoaHG*>r9d zU~7ui*TLAE`A@BIYXi_l83kY%?YI= zpD+(IzHstGMwrAn*lt40$-c3Sgi!Q;J-d;h2le9VQu@Lrb{>xAZw=Y3sM-dck5{bJ zQJoM|$?3)rW|tj~AZVEsJEs`nILXI|&`lc+Zmv%)U~cvc6o?sl(~7`Z^3g#X{oI-G zgj?t&P%f||fcmU*3=d5t3m*~GQ4?GMYOa;p2T)|71yVfk-XnSVH`QUVqGJgNBbk^Z ztQf@QmN5AEytScjJG~7T%@A%Ss0lNd(#&?EP>f_(KQEn13d|?y78l*4leI>nAD1SQ zZcN(Y6p|DO@3e+NMRjO1kNVk`9;Pd~q1c)!I4M^%lkH_AMe_O$;g+Ou4=zy7;WajD z=mhsU5sX*5A9?yxjNt`Db8#a3T$Om-e7p~~rrAQ3jwuVY&_>D~35=gWek&It=pJ8i z3ocCBKWMj$9zuph;gU~MoG5EL*J21v0;RT=?y#~hieKTAmlCiR+hQfe3Kgwr#1&2s z%z?^j+k? zIgJz#JJ|^c+%=$4Qto%L4w65Lf+Y~#X%6dka;;9DNuUN>2WR0kJuD#Zw%K~lsBW;K zxh4*Lq02>#gQTa-ms<%bzSXwEK$&s2)f7Ht2`ntqNUs;k3P+wvTuCT2z_pG(i%Eslhi11$~SGb1ErAt?S1@P z#^z2R?>WI;_2|Z&!7*#N+Jr__RLmlt!T>W-2kvJt+j|dr)Wh2u-tu*sE?7W7iZ!>& z4Xye>{6RF&L@Ao^dgsH%<`b*Y?Q8<|c=-ze`*fMt&Gc2T4F1xRrOXKNaf_Z?J{me| zla)^KEGaE_1#aPDt^ZOF$*293&T>ccamktji+tQ^Krt_O3>S!GsfwV|687DKz?v4y zYnL0GvOY0XNlI4x$`!V7?FF>c4l8gWU&WpSy3!DcM?nPRKOrS8#`WP+mlkG_(m9-B zfm)tWddVG5aq^f+UStX@UxhY;CQD6&Q#`K~6}`N`7|;6w{uhA*X0*x5XA}n79Dyev zV_(aQbA!3SWIO1$NO?j(cpI^0CJHP<;lDG+q~T+TJ?zdaAcSE8cAzj%z!WoU(#ZqX z@CROcg5VV5YwDJeLGp?U`V%+>D8!g1Du^z89Jc#^B{Bxv` zPULxTfhF0PU+7N)@C7zKDSnd7ZUYdKs1w;j)E5LF-H{+**3e8dHL2!Y8cA)Zb2Tg^ zQQdx|nE8@e(1ZmpfW3BMxE90}1Pr)@xMQ?>AIjTD9j zOe#@9;nyD%S!d`lDGgwi8Ne0$!jKS{*&(K>`6itlb#LD14NQGn=<+p0EtHiI;9FEd zz$r)Sgp;23RA9c1-9I}x9|>x$u*fOK68?S@kl^KJ0y6&_uh;}{;^j%-$>&Vepf{)_ z2@|;Z-*d#n1a(R$A0m+CN*y+Zz3y;~2)AE@6pOCM9vD!|-{zOP2;n%vfu8b)V4s~X z#^vQEbcqyO-EfEq?9gyCak;}S`JK{k)23V<`-fFjw?>STe3$A^=QZpljg0xid5z-v z#G7SmDa97XY*Yi#ika!~ADv-`+oW_%HEXqn{rFkd=t3WusKP8kNDM9|D6RH=la}fL zCZ3Vf$ueI` zwG%-gg<~mjmZZ!&>AEd+_bTdpmF>b|sGH&K6sQ=cP$*ZQ*qFq2CyLk(c0GaCdZ-2h z9rkfuxH!*pld;Q#q=bs-&Nl**LsVR-#UsRg;Weh;R>GC*n6zhoxXB^hCHZS+_5!fQ zL}(b7TnVE?hQ{ixyqGTTGf-dsEVR}ZR(#ZyBr%@H{_LW9{z|Kp&!myk=ZSk(U{nJF zP8)i~9q#Z;kG&Y4p~dzkF`2k<3JLkQY4z*?rY;^O16Y!TvbcGqxZliN1L~l{#S((s zJSd6>F*Bu4V%pW5k|4*_6W2^<_T%ivMy3ieGYB}lr+v^%o%(bv1sCfrFUJzY+cX>i zeaNpl6H+bJhH0Q6NtY6W!D#=Jp>KXS`4H#HXp)Fw%-55<7) zbYI<=$S?Tdtt%3XUjW?EQ}Y2GP8Rzflm|#!0qIN^bJfR~2pGYJ3ib4zDn8S#+i&I9-h}mr z5Cteb@ySt#JXghHdg<;Bw%axRCZa3m22MLls?EZJpF_80~+M zm@hH`=$5bHsxFw}_+*Pwcx}bJFIO?Vi;L&;4u5dc!)<#*8Ybim1V|3Hn-shrK9``* zCk6|2yktSj6|PMTA5B8JyX9`*icG`}5e}<8UVYJd9tI3-A>u$IZX*IQix7EQ$k1^W zfNHgD6QBm-fo{L>`#OO$7^;oIN`3Zzs7*Hpb2{U7Bil-3yc^z4P-PNAzyOgPWb~ z;~E+)wD$qgqX}1#;+S@F&?)}a7fefh;JOOMD#bQZs!!#=J}$Sp=@J5N+Rj{e2bNnx zikj{+i=d}_++r+Qs9MTrxTAM0wDt~v;2kceV|Egv+8|nW+@wl+H;6t-Y_l5pN}Z?E fO=SZ_jqI7N;$jG1_DCLpbo8qNvuJZs7)AXLW|f^I literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features.zip b/tests/data/biomassters/train_features.zip new file mode 100644 index 0000000000000000000000000000000000000000..c22b3f9cadb5ee1c0cd6571c8908629780003a10 GIT binary patch literal 115245 zcmV)sK$yQ!O9KQH000080JM2LSB*v2+S)Gw0B|z^01^NI05C8xGh{MlVqa4-UobK* zbZKUd+Iu*YfBg9IjUCzSz-+_VL{iB4RMwVp?-FDw>*RJ7lJ?-t+0$>0D01E&BB>})c z6Zy{q{*PJW&n*3C|NhUCTsaQ@vmh(8cwvAbfaIS&?9UzC%5m{I^8aJTuRP}GpQZFa z&b3&XCH^eeKeN=Iz1*JzZY$q+&7WB&4e{T(mVf5dbOZqMXWsE=zM3WZ-_Mx&XRggc z{CAD6KXYA{#DCA~srbTwHuV2`BVz!7-)I0J5(NOf`t!(Ne_n*8Re=9>1OBhK@9stOv~wey8YThQD7o4-YBET0x~2 z)(tB8TlQde3oGBOF1CN?TE6?vL{sVgy|QM-gCV0^9%#6gzx|q2xH)x=p*c=I+YSVN z<$f_hr_%Al#zM{Sl{>0EFYRy>f^#D}d}}?wY{M^LdjlJGhRWBfj*lK__5SLqc&7c( zwd=3K@Ye@tqjrNBx?W1FQ3x0$t2z4eBzShqyy^z;tIzhwC>loECpNzfo%gPMJ@fwB=tP{7B_0>ms2O4Ab24y!WzRuv za|_E-&+2FEv=S|DJd14`^(wMgUayhg_ihF&efg??%ka1PB)TIT`gnZyXYy|<(9P-l z@0(5n5LFn3(E>}7Mg zi=8;zLLXoGE-3oby3MT1!HQi2cP|^~PQFc6zKi*pZgQMEb7a-sM-GMRX}5q48e6eR z=hocI>^Y6wI(5HJyVv!jyOne#s8jcTk(JJjtcl7qH8sx4Fr67&$!V^h+IlJd32c zJn_){zM2?q>)}3F;_DM|oQ>N}f9g>a?9H~mJLck#%twByGyG-dkk%HTdB=h15zk<<8^$x^UEHhE z$}hI?O*PZWqn_i7DS79p7!IRM8JQ{q&?c-zaR-Q5qM<{-Or?j;Yaf0?xM8>+y=U`= z{5Qigw8BCl|8r3Q(bA*%UD}01n1IDRX8C*i1smnO#jfaz59P0tHl%;}mB#zHQz!e( zsdsFRbHT^`D$jocl&P)xlyIf`(x>NlPY324f8TNCi^8uv`Xtbe-i9wPwhuHNeGlig z98f&?uJvmsTVdzd9}gxwzIl&@*hwcr!TgB|6@+${ElRd?(kG1AU96#N*Ar23O8ee4 zkU$NYPWoo{aC!uOG5kn}hU24Il9jv8Db-T%XR{;u%;CeE1d}gfNjIZk&S&wZ0%L!n zIHCnV%?jv=lXfL<7f;a_|&`gOa zqBP~LVRj)_D=vrYzv^sy{!!P>TO}rH*Y9aBFTx&hv>!-VC6Uf8cFlC%YUUsZB8Qad zU-8&FOka1~`MA9Py`9_4LbU_)*`?NZdP-4)(cvdu_VQH(P;RdUJiYjFDSleC7G$lbFE8Wh=Y;Su>fCk}D8a#-1 zqK{edTVElkKOJ;xTe1oQgeh{?a{70|X&;T?a4JBl{~l>mPzLHW^{sryy>+%9n}}!R z_UlOMTG>^DRnEF+9tBQ@D+gO>o|C&$;@Urjk#N*K@7{IX&3r%B#`!~);nzyH=kZS6 zruL9QsnhP}xh^48Vd%QDndvM1_lZ*m`C+7JsA-?w2f-+OwwM#ofI(#ohvul*d8uZV;!8NnZ zZNOFiVf*@$uf{-b4sD7HNVhmrH)q^4tf)oFukCGU&V2aX+b#s+a*y16WB7$)SZL?~ z2r7{$eCeGPalqofoDI2ZWW&|y10%!NJ5Adp6MGZFEXF%x`HJ$pvy#7!EZ&@-2P&;< zm7ds+6vWv>SgUw`2@<*ibFVT8*uJ%0Y0 zcRp3eB5wGAHpgM#Z+uuD=@;C`FQ_IZeLfj^Bl%$h;4@sZn>XW^J@DPcUYQcKD(XSy zr-&^RPN&DSl6M|>gq5fZdv+5xLABjY(;BnH`rkH-Lx!`yBSKsby zv6f#@d_d|qi*FsVuNFt|piOYUq;JJpAw@~ltBRCuoeQJHH$P(wr8ZqoSai~Um(*Q4 zz3GW^{^*7eKj(Qf$~gxQVLps?*j3H?RXs)NB>gJRm4ktQGX#u)h=lwpsO1zl_ zflyl)tWcsP|Ln<5{x!m>b?=jIR!$#e-;ostjxG6D&;Du|mR#jynEbF~J_S1Zlg33I zcIsXHZ8El`a@iGLsPf}x*0*2&-QQu8S4@82T>P!_Z7F5o29h5PK!X9ga6mW$!U@8L z%L2o3z*-_uv>L#vmT=aT2-lXV)m7k3VRTI-Yt1AlEI<^j97O;sa0J!5fF|6PfIA^* zZ}5aKM3)I+FfafYNIwfQ5e?Oi0|V~MJEy>OIk4~y7;g`ew+W6ef$NsT!z<*-b27DO zq{7ch)mBRhKdFc+rJdWP!#kvF`9#5eS#&p|wg)lMhotDj$i2vd5oE0hIq??3J*H6m zS!QA!r8|jYUW73pqXvMeNibRuMxvO*SSXAh2E)Q(xS2>=H5Q|e)zieXv=lfA_yGf1 zmXU0onXD)Y$%~b9v6o{x%GEjJ!@O}}o;coF;H1C29#ftbAkS3>P=I($G+r+r&q_iA zDu{Jy1Xc#2E}I}aE&T4AzAk-SEd>#JDUp;#wSoV)`T z{Djo?Doys0^aetv!RpDO5k`u{TFj*f?jzB

    U=V3!&|qdD98w098oJpVMmiccIK!FB*dkA(2D;I-uQ6o}gy&{l6l&bS zGM8}Q5{&zbYy%QE+EkZsyv z(6%A6V*^=2HuCny$j*%oJsU+Z$?3-yk%JZu!xlnIdG0q$w=v7eam$7Y8PP9kgL$il zMXTv0D!Cpg)T0(7sf`%wjGQD;NAZawZH8oRNU>(N6M*y9PxP#3j5ZmXsxaOX46SSo zX*N-|HoR12!3SG84_iaJZIq8Pb0f-d_vWa8&5gmEg;SDj7d!WOyQpNlMm89Tm2J%0 z(wMzvCfA-~j;FHhi!1FLdG<4Bp#VcA!%JIdYPK2HZDZa-@*=lA5p0|3bTGV&CqE(> zK6Er3aEuysEa7R<{j@eL8@)jcbre{gAXA{SBHeFhHSf%NR*K97`sF2S54q-p05Ax`< z=XM%hKvD`6qpx}!)p~)bw7_W zzvywlrinbJzTDuvf77D>>=J{LiP`~WG{YHlNG5p(NxRNGMq)Nom~(21+|@w&b-U)Y zcN^>NW}u}goZU}pyXS287;hl}WROpt0*qY(Vmt!4FBNGY_R0tBH4fezvtOABQf!V4 zjEN3xjt>-F1Cuj?c4P;|^BzdXZm0{!2M4L_RkH58V{j?t3k%22aH7rV%{C#S_9d3Ve+$K#*1MwKS7Li z;JjpbEI7Oc9xhZSa&lRoL{=<`)j}o+0Fove5iOb#^V*SQeUwNPS!xm4LW`WYQ3m)R zTDC>aJ4TzhL^JNeXv5LZn9=hAF(yGI_H${^uvimTY;1Haw-E-|9f!||Gs%vN&4G{) zBJoA>u_f^>r`DU~-GZyv` zcra4jzRZQtEK^n%^C^lkn>EDATF5wLdI&|WkRaq|n-*rrm1J|tioy?v3Fi)*Rv(VL zEW;!yn>HMYYdX@}c0}}AS$HJJt0yO}FQ>I1#yu-p_AIw`ICo(rk8Da5`RA35=e17e zEzIDA^>TzC`3p-0X21d_RS_^+FpMc!#1)zmkV04aMU|swl%w(LM|lU}G>synQIVNh zQT#?M<06W_sW{%YxXr#;ID-;um(b}Y@xCQ(3<<$W#A4vFw%}unp{3*pDx$v9^5oJs zPU&L0lE9Bxexz(Mx7@6-oLMHp(JLS3l`oz-bHCR&NvdHT8D>F-8o%uSVOQP}TRXU%D66Kv1&bYuY2 z=M+57nbXfD_@Ky7Pzt-xCj^|o7JObffg=B|+8JM!kX&_*jS}u5T+6y}E&Iav+-k~U zG;g^2cxCl9UiJ60q*MvELB)!Xm^lZRE>YSGl5SnK>?2&;d#Niv z0s<=tmwm*Dm_NDfBP!MX@yk9!ezD1C*+({Wj~-k05!=JoSGkQGU|JhU6-4sBKdhV`a zd5dD;NkGYoz~QI4yx>$DjN?9U`HrUjFEVr`)V$}B0@h2Y4&v!0wDl zx~kbb^|B`jiK_Tu@nA;jw~ZwZdTQI_nGq+K!IO-ItIuLcDFH)sscq(7F-s3wBlEsv z47FlqXohg%q)Lu6g88B7-J)Mu`G>5GR+q7alc#Dv{Qy$W8Ydq7*7ohkC~PRQ*h-^s zYDvZFiF5j23kQN=9Ou=4{t-}u zNv;V@)!h!Kd1-=gn^s}MLu6>J7EmVOh=eE)bIZ#fE;7_aFubVNcYURq>FYDC0XBJr zeMnKGSr+NLpekPAdriXx%1YomQOMn~PI|NFX4a?XccHm|icy-Y|&KRlv$ zK-+ex4c`^_06%b8f3s;HaX0k_TJ@1p*U+%yn<$oinjGD3%Q$KGo!ETqyLOVTKUCh# za0;*pQm!bCa@HoR&~^1@1jYfoC#mo#cDud3^U?KPIb}tzd$-%SZ8Y5M{GwPt&t)s! zUbAb+4C{Jv$JRFAbpfe~3b&rqd+EX2?;6_(lr{k{I8G1ff?0* zeFRKxGN}TMR=8zGI8L~$25uayl)VzYeE@4j+cZXvL3% z6Ah(Ooz0Q7AZia#Xr9skoVe*@GzQ3TRCL*@Z5z~yKSLd2aV~DK`#4KEE0=?Wg|qCd zZ8grhpFbwa*{c|wtao1SLAjgr^9{FcO{?7BpLDyHqyV8BUoev4x$n$&5!6ms8|j>L z7yF1a4N$W6qKA2nM+hIJ#JyEB_`FT*BbQRS5l^@F(f8Q~)@&l%KD{^My)Pr|inW$p zj>2c(&rR`HabFl|ly&}>!6~&nAh+NyT(p)&cAdOVr&m84eOtSre#ho}^bJ}>8{wS> z;{$#47iNK7k`Ap zX9cZz1RS6XW?ixEZu4CI9zaeY97rCxhTlHs>wHUt);DzBbMIH*>+LeOTwJ?J-lU&* zPdxuZ8`AUQoZt14#4vV<#I5?pQSY(jZ%vE1G&$qZ-lddq@NYh?QT1@UG-tvXE+A-m z9Oi#WtIb5+^0JeH>fS=v-XPv4gdv&z>6(HoqN?rLTyuRAx>T>e;L|F$E#DOF97Q%`ng zxk^r=Rc0-#2NkY*g!KOc0=jCS?(E*V&tg9WI3e}S{G0E-k@%~8XP(Rk>0SFRa_eHK zEX-^FfG;EE4RbLASmDH$P{*34n676ptf|JF!v+v4cBKHJ4>UF060wm3V~aMf&j^1-ynP422KsC} z%(B$(jN?m@-WcRgzB21xn5PiaU`7$!9ed*KG~UrJtOoz`?p=)4d#`kVeHvA=udUnU zgU^SP0L%kW+i%)O5{eh)tVRImZyEE|I3IPRLd$NU`jdrIb+ljgVCNPv$#>tC=o=l+ z5&@r(LTKHbU(fIllVAYl=f0Q+BQFxO!oF_u+6+DUdE`e+{5R5T`swocwU2$bj)I-cC!GEXJj9S%$UwlptTP(ipMCekKv*mW=ZYrF@csnCNd z1K(Ag#*&@Q)$JY*{qPU`ntZd}(za~&r&a#sLI0k`?hB7lDwpOC-W>Un!j3~xB^Q7D zk1hRfSp-Pdf_^{z`MVbIdjbTc#^{xXgm)s%XT7QG6;Iv1Xd16xFDfdL}Zl^>&l5j zRWQF$!KGS(RijW>3kN7G)U_zqwJA<^C{ZpF`Qu83eM)r$N|R4y_*@9<1!;0bSx=Z@MQRG-?TNb!<$-M4xwR70Po z!L(6i!ZjXoG^R4v=pRCJLJ*JgHT4TMBT6*6_woGEwb*lO^{dxLTtVK!YU_7UcHX_~hA<2v){rVR$ISpF}p!Oe{Z0-u6sD)GB4@=uBD$g=Ize@ZQ=^d7Ml_M@BPEBYH4?=>LgvDStE`K) ztsC{MXAC7M61XQDHqBUweT3;l07lz9aj}{4ur>6;Q(f_f{+kV%Vjtl}AZJ*1hS7FW zaY$hqtT<(hA!kce#un}&S@unPxe|NBa{H(XY2jvxnKN6X&TVb1-YV3Q=6u-Z-nK2O zV_PF%nVE!a>~?7EahU0IBtM4=Y#ob792-TBGjHXnISR#}x6h0_8BRJeFUWK3od$tU zvtVZlOIs08I=gmH<+xp22&1QxD1byp)z*Jv%-$JgBqTHKgdP)!@$W-Z)}Xzq+3 zZXS+qOlOG_H;-r!k0!c@a1Bfpyu%}SM|9|prf~T`zxQ#mo=x$dv&mkRT3I&At0dQ} zsnBb-7$8zZHJzZ(R_-+7?PPq1aH@9>*6o~a@-}K!;6y=7Zu%Gre4;yjxN)+SYG2%- zuhFn?^h*V{AIjs6U-Ub_rZGR^j5OEC-(%4~dda^TAW6ka9{cAbrc&&|e?EewdMU^J z^%3TKJX!Xij{wO8xcomKDIkin{`m-j(FHgD>m$OW1U~(rkAOL6W&ZgH`4fqK=RC_(aMOcD_5Qr6*~=FPWkP;14F3jwH8;lIPzd zsXJi!&j;tnQ%ojP7;F{FzLX(g$^w{e3X|u?5WG+vQw%2#$Kj<*Fdb6~>Zzuhsc~9z zf*`_zL0X(qTB})_C=UdXO!u-+k8@0Kbq0|8kzSq|t@Mlq-%Rooph!EjEHtx~mAMdw zYtmP12@hZah*P0JLS1jx{-!=}8$apw+m_hUtlM+i+vOxupc zwaf915ni`*;yQC$dvb(#(!HKYEd1vqA8mAo-YT_z$ZH+Td;JA1?92CB%#T~jZv!9% zUoi2|f;M=;BC?PouPD4;SWYTzqZBTxNpq!-mTMnv(>uCobd(1IE^a7Vv?w;C6*H7& zgl)ycF2#!;C1zgI93gDc|Ckx`SbV@SZXTHbp_CY1Y8GD_pCrS?O0=bw#b=bYWtR!p zLU{CYdU<(#WqBJH$41L7RvmAvKE7CUg0fvo2tHBXaiUFdV(|`u%0<$9D;E1I%?2tN zPvFdw%3)FE;=7Y(ABofgLj1Q=W|ODlXHW4m5tKl#0+?$K=O!TJnXjau%kmO%ylX_B zuw8~5czUPi=>+Z5*K{F_Al!44GuO<{e787D@lhbho;~h(_L|Gt@9t3M9oTp8bKiZ> zn={Wd@~~X{^Uqo5zeiV@$AMBM*tk;kGJoj6?eDJeN2<-wW&W_AQvJ2eA4UruVaxon z>m|W(g+GD<*01n~KS6zkKep)~U*Qj<-UBhJ?{_wQx^jqeSt@S}I%lx4iBzUpRA8(qp zZmi@XNsC5P%lxqqL`qoZ4|6t-w9FrCL3t|6{NbamUbW00+h}gmEBqlF&RF3O4yTMo zUFMJAJLaX%EBxWB{7!C#KZ-ZQf>-zh$h+&@xy&Eg)|y2wEBxUI5ERfiluS#$BT1n0Z@zJ#xBS3kdi6(bZBSNGMAD_TAYBC6)S zXc>QzCu%#aT5WbcO!3BS`?qwVq0hIUD4<}%M>7Jfl4OUwGg;xUl$_Z$zp7`-=c;D! zi96*6eUTNT77u1XcZb}flGocmo*A)suq0Rn`aYc_rR-s(TZip?F*ov%HIjXvl{Fei z`kf(M$RvE!U-;!z_-@fJ=$-*YIqTfV?zNsZi z!IM?VDPhC&OQVN!JfZ$oAHCsYcG5ForxJt_(gf^R$pl*`v_d}F!8omu$VuT ztaGF{-AzXA0$ClRdPPWmJc4;`XrGPI@&xtg%brem67vTryp{aAoqhy!K-+czB5$*Y zk>ir7zuENuDqz7xuHF@+%|pYA-Ry5Fn0w}SrsJgD`~{_5H!Qk`7RCI5d#!7{#U4r7 zW0O@#tK9*LS6uZrs_-b*VO5@RRQ>FoQZau(CZgbPfAWg4c`jR>w-W((E|j>Q-?6pL z2Ld7c9MgY5-$oDCz9nRXkACvo)|R|}FF;G0oWQ(K&(?cy*dr;JF}&YXX|Ol_;c?p8 zUF^0?M(-PkPsr{Eb0*6F@&}0Dj`+(T{kvoYpuhY9gVg%|<&Rq*(Tc@?`Qs%>V(VZ2 zz;2Qw|K$%FAST!RFMkAc24es6hjd+n%s>8!AlQNb@`ovK4dX9=+y?Y1&#pc1ey!3i zggp;=bFg}FXSK(tCc2`~aI43?4$pmH|I60S2+8BU^v_1YHMq-4hsk~3mombxcywKZ zFkY@**Aage_qD@wz*%PV5?jn4UKzx5t{gLc4vJ{ba- z>l=Py7WieB2R&mN`+S>YaHwrn)24PS$O&&Te>BVAH_Q}dht_nqwCs5Q3PJ5s(Owd? z;$=iW&I=R>_^y~ge6CmM0(FhAnQR~P^{$Q<)Xrc%L%#Z6?}!Zp93`-ICSQ5?#D6my z12V!lz3LrF49oa-!&=D=_T#gdKW^f`*m0=2DYf9=d@ra3h(R!!u!IW;>%okH8x)(T zXfb~E?LJ-9Jq}++R8s1xe|rwJS*_ zON;qqKtanbm+5k*F*EJNH?H)_HTP)}h;)}4>KQTaH5eN1sxe)X(hwKxw^+O4!>_Cd$9M5zB4>qd00POq3h#z~ih zk-}9ku4jdb^AI3r^@hZo@!v?_I${T&OMyMvV*ZG;Laa?^pPjT^-x)VbeA7w3gg&|L zUc8m|yCi`Yl*cL5Y%F_M#+P?uz*%>1G8fb<39TR!(Ed{?)U$sA>3{`@SaM?3hmhbijFv zlfV3X#CZseZ|L&t;mD7atZ%=pb8wP3Ka2U}x5^h1o80)jAMkqu4A6y1)AkT+QDXiG z#{qfAVWM~mw7P_@rbM_Fp6v?LH4yVht(l}SmB`BmIopH69YM9u1kPGifv1>1CVU~} z1u1qFq#zVh%lh-_C&hr_CK90&$>KbO>4)KI!1@be6D4rnGAzRZK5kLhmqkU$XX#>bXunWgG}w1I1eFz!BM19 z1xu(pAZikX=FUOtq|uW|aUQ}5L2;uo0~E}pI#zEDlzLxbV7;uK-hX+BE?C$nhq0B@ zvzKEz0NJ59j0aASj$`>i1eUnM-Qql?E?8dVr3@^^yTs#J$@n@pk$DS>$r9%wlet84 zI9f<27FH7Lc*M!GVD^xt-X(D!qF1NL(8r5TDGmq}Cp(q&?h=J-WCk9J^AOe`iTed3 zs!_(gQ`Q?(W_?i*c;P3f#d%2GqKfFCifEMV3MWS($@OTG=$iB+yf_b;BB_$wQPdZz zN3~V!^;D+}k=#8hQyav2h(1k?`HMu8RD0y2HsztN?}esRpzHm`c}PUSYMvCHOwqtb zYv{*oL?lT7-=ZSY#Cb@4_8Q@w44J9vTCN#Usaem30BYqQRf+SEshV|^{Zh2)bw@ka z)eF{5-BF=*q4j&kd5HdiHd6vliPnB3(w=&!qyG_4n;}Mg6Xzijv+H@suuMl?S+K4F zTsIOS$DdOyk`?D64MaUrD_qp1@206Asjc6jt4QldO`C}GkZB7;@-HMH#jwcHu))P} z+8ruXMLhNv=OG46W5#_DP+v|>D$q-t6{0b0#~sfI8Kwvv<~ie`wRMd4`N(*RnDwVb-Op{8||7LnRT zcw(?A%4k!g*(OnrtlTDX9@1!UGh-t|v9fii+eZ1?HZo*|UsPrS#d*j~s2$}O24 zoNU*~v71T9QC=#`9TDdthK2S_p$cb}{S%)3%(<=^YDz?i}pzu6x3ZhPa{c2S%Pqru62(J5-lsRPN&?nYYxYEbvL z(jMeS$gHQBKW2S*kPn~*)jLW;cQmnf%tk42o=XfSiuuEcoM#bJ>uIW1W_d9 zaUaC|F+1*0VMq#l{7aVnn}PmwAOxooWh^b`4`U4T&okwYGM`eIbLzW{*C2)WNb>8& z{1Icco7YbibnKD0-D7OOC&och5P~yy6Z1ziJwW72;QZLTBY1C2=-%dV72bJe<5)3& z%q0g=Uc)#gLC11~nhS&GiitEGSn~-ne;D&Z7>9wJ_>iY{A#+Xpj9c;SSD0fr#rzS| zxt~XXvY&;@4~7~KhsL}_GWNpf-iZ05dF+7jBv{ZLwqr3YW+|)%pv0^|;-O;xm`Ae6 z{cr(`RZ3#DP+0S7cwjv;cAc0%O!OidPhsp$kc{-{#6O`M0Ax@0gH0)J$nB&>npGM`DYpZ*S(I)8T4oQ|CzP^?6^NC0+hek^v|rb z8}Xleo&Lx?d@*0+KYwH1pSd<4@t6wUq+Ze zPyVxZq5y!Gf3E!g=R?q30Qf%-;Q#rWJBFSA-~Iph_}}a2o&^H{z_T+500b+~Y0mEN z(Ll|*eAw(~{-5_H^WmDc`LjRQ{?85o6eOe`B%MlT{23W%0z;W0?g11Bo9zGryrk1~ zfesRqL#hIYM%ock`K#Cb!WHDwHJh+jYlt@%9`JbQU$rq?;!ycu zvo8I>GY);d_o9HRw_mqk_d9aVW;tH3(A|E;E8Jf(%c{N3IT^?PTOC{zaz5DSJhnQy zHL5n`i>uB3lKZij!xQwH47cx2Y>xOEVkm|f)n9#?q<^(rv4!KtvJ5p^h(heOI9BIy zE!dt|>PU3yGe6_AwBiA5UrhYVbo%kfTh=~)lepjO^s_jHThAd>#KoTYG($_m-_wo# z36l}k@{tnatKkeICw-h%tM({8@>s0JQT>3$%N?C6Luz^gLG1(od`M~?7)F+8TaYU| zK8$4sGunP%9vGU+`n686@$u)$A3JuEn~sbp{$`+lLI4tB%Uw2O*b@Vh`o`tB!!2`6 zG;fw2HD6E#j<-hM^8G?bm7k3Jj9Fc77U>R^vB^cbnTuY5B zbj4+n?>s>WsRvfkU(ENwuB=$lksp^A*D<rWp9PdNXt#r-hLJD!nQ~@>Qv>$ z9C}}MEPlBb5Smi`A?z#vcn+l5RlMb}aq)>kAX>s2%uK90JNR$muEg^1XDq+gSV8QkEquVc<-5>4m*pUGH`N8qgxY6&`n(t!t0ou zp&oF#jTut*(P`D)C~bC*MILh)UeLS^DX*vJqrbQomldK;fSn8cp!2{?U&@A+9)*}? zCab$Zwyq0&_xQOjc6IpM4AA+gh?cn2wYNpTo%0t6v&YKK;URG&1C62Vux;<{GklZE z)sP9S-Pa6}Hr`GzWgc3$xAzD6&A6}(i`bl3N2Z=yonP+1&`onV+34-|@_kru4-en> zi}K?S?f2j8?a{Jw1w*2Dz^cS=ZJ39dq_)#I`LE!$Em2Ei1Y;oK!La*baZBITw;)au z`1d=qEjEL19CCRO0%|Fuy|?M8(ly8DQHj=PavmQJaNDXWeN9|=t?!6#VuDxaT{7^k z>}Wt)Q!$A$nRjLsuZ#@eEV=yuaFdUl2Eb;g#bV9OtlgOJm~ODlapq z*6+HyBKC_yT(7qmzlSP}yWo1ZA^6O51aR5>gzUOTy+?f!eg+t*qPZ#f{mY1}+wF6D z^_%T=@@5qx=^yvcB;~uIoQ=5)5}`Uu>Ja5%T^QRPYsQ@e3#+pnxo2OWds;n$plk zP}VggL+KXHn+`s3cBEOZgpmaa-KN97=9td~EGF;n!Mu+2C>*gfGZvXHfBhh;h?{58 z&V065J91m`NF)6Y;Y)ZC=T+$?sPo-0*gWX)+T~VG9vwsrlTBTn+HQ%y_rly4$E^I@ z+I7v#`}CxxG5sx-?ZXAeeMMHAS3aytVNBpR+_8P%-*;pzjjK2R@5B$DL)9tm>5pAf zorTwa93Ptyb{Zg%g=G+Ny<2`)_#!s|<-6Yaj`Al4J|1ztjij8$Lr=qFz2jO}n&fMe zpDi!-+ZyFjBbnNv_3!!Mt*ue#d4gc%t|eigqv9?o8e1@{7|XXk%)Xcgz0u3;1m}^8 z>L%0dO}!$%`I%mh0o`?*_F4LF`<=?MRW|sdiz`0-oD`26?~MWr zE)2H1pH)PkeGXxDg0gqkO&CA!%ksq<=k08sjQ;R4>&A9#iNI;f871GozHmf3Y(#cm z@_ze`>aiVyX(O@A;LQ3O#jmD5El}vDna8b@J7KSWx-8hHb^QMHZ~MU+^521_RN#*r z`QLu6zw=!akZJ$>#`JIUx0#(?*AcQ(02%_YgabGTO&N=1sSD)bfwe@S{E0s69mv-V z#90cewbWrI8*%J4YUvuoj$mrL4)rX!%nMxW2ObVIVB3K?5s=|1s3jZ9a>Ga)pq*Uk zFb`&#VaP~E*6!4_6l!vEHAVkI#656y1>CX<&N)hAUxIT^YH?0$)z)aq4&niywS8N( zIj!2Y5*_gqaM>M1Z3klbA(FBNB*Gxe29ULKjL{KiF>rfaP2E)Z;#9Eqw%UFyFmS%?KnrlbQC%smCZzC`^|ANH&2cB(My~c+O+BvLX0fKwckXC2NZ7>wIYYO{}Fl|P(4kPXZl3)S4>nVxbO{(i7 z$r0KNS7X0HWA2b~-7uJGq*FIZuA3&0%upzwAo9nQeMrhB3}qB&B%6RdF{F-?=2=na zu_CnvGxMI%=8f9Uw{k#9Gqo={FR)@RNOoNyx}rg?F~J6zScRD+M;Zugbw)QXOpaN2 zDQ=5|blbE~@qu_bEX>#@}&2?ag2&SuQZ*4odOt%G2Fvwh089gDHE-l8LuKrScQTXXGGc=n=jLs^J} zZmxrMp+m}E2>TZ{Wj{Tof_}M*E?=lkEnOZ^vpnU(^2@aZdB4V3(~8S2E5=$^Qk;%F zy?bQ;15N39N8N5m>psVnegjbke*YV%ly^>-2c6`hdVr120n^SYGtTt@D8-%;2xp`s z8TA+jyH>AWpIJ|2j+0hVw<2UGR~=Zos-CuL+(wHUPI|V&W!!PK4RbZSA1Mr3{mgIm zc#x}2D4vyxt6%SC!*)xJaTBkF3$ME4c zUgHDaHga!PFN|sL{cOa0T;XFgrOPVO9{=rY3-skdd_~uFs7w6tct2aBAI}IY&e5!x z@6R*wZ!q(h6_6=$0YUTto?}1*11h|yS>Ybo;1Q_s3ZfJM0JnlFqJkROL5fWX%6ANJ zTd*P_#FiVv)-z-aL%M|_iri4!0s`=uVMS?}ZFv~4B23(jV-v&ir^9V)!g+sVgnCAb z%MrYWh=!I3`6D0;5*gGH$$J>t& z`(wRghGhq2v6D4rm8|C&)&!nyM}V^g`g-IIcGL}NCL6>Ypx9)ip6y0E`o^@CSjKij zu*;@2*G-Kco8&oAiZCWPEG8`~rjexySPOa{ySXuL^F%@{#T+4D7ke-}wow>6k%JR& zhw2q=nJA94E01Hb2n?^d=i<1D(_8J%fh8}sCoXQYtJ{{=uuXK`fW0VQuPxrLBR=f` zmc7=n@o7R@cS2)dg8Yh+=y783U}D-(V&gDECIbaeCN)kcP0Vm83-s9AIF(3F6NWR1 z(-WUEo;2i6l9KJI$?UHhGE#C6EqT&5#ohrZxs7UaPPJ#Irn{z!zJrDCJpCY^eHbr2 z632Ex^lVH^k4bBaOOri-GC!n;@YB7(v`Rd=6r&oy0JF{{r@$hc|nD%MH@Y+T*ovJx3S5Ls-vo0Ym-M9uw|zr%BR z#52EhWtm8lA>)2d=eDkJBl{iU`%l&IOS4Zn9(Fy5rg#>d%+!59Beq|^!eQJrEx5eq z5SL}qxD^uM9(rYW3r@d87q**uu$z#y7m@SC)aRA;!F&zO9#=`FPA_k7)0@1!m!X7G#w>8C{b)v^MgAGiGIgC^3 zGyrhRx~Vx)O)Z2jTU;&qAIOJtM{31)nAWck5F+YSCDvm-XTbNfrcYal%&D!NkxhXs zuYewLqEjo`hw}V)wSU31gTITpE{Iuti&KBToWPiR`K z_C*-X{!8{!RWnnQQCo6(G#W<_Byegw@83)97+84pa4Xc`St47gmN=U)y7WMIJ+(Ag znLE3-_NuL4M8kPH$JX#SuSs&o1MV&*Pu|j(~w}>Sq_tK%T>BlXQcJD~=e5 z*q2RwffvJaK=L!2i=Z>7>S5xO;*L(VYUgP*4&#cXUEi`hmA?&Ia+IeTTYAH1rV1w za}=7*V{uuKsZ)5T&8$hDQrgzfi~mER#UtT0on9M-`}?nj8xO}{pO8AMF#$K}IDs2) zk5IUEat)Rp{fyg!Y)|Z->ezNrugCEqJ7!giM9i7v4tm6c&4TQus2d*`Ga5|LGqVQE zIg$fv`mduhc4jU7qJfnMq>{?qGhkYr@tJ^v8X(%2XjWl+XkyEvZAHfMg65sV(GVsq zqr47VY?i%N(u8t~I~qPO{t$JzlFX6#oT^vUl)yV@EEmU($1R}+C$GK^TQUl$ofk)9 zD*RbtE4n%H0BXYaViU6>+bm4i1;*enV)NECC3HnQ8>Yk$LY@74n~+ERTzJOw$kv?*a=_Afjz=I~XoRb@@`roRCb7*nm_ZI-yZcYyj4bW=0$*u;)TxbG)QYS<+L;X)14gbW ze3u=wY36B7sJ1@JTl@gh?(Sq@rQCLK(Zw}$UVIjA)I=Jup3GjD22gBE=pb%IR<{RP zLyPx!@25Wm+ZSX6xjp1#?_FyZ20c$o3+Ru4|bKZ?pm zxr9SaQ|5~R6 z)M2uv?(NP>YkE2_(;vxt6jt+#lAR;a|5=48Ohn&f_ECM*T=Y*naNQR%;4`rfxowlR z+m4Cl7~GDF8l(w%3j+R2)KmGkvOA{PxUh4R*`rKav+ASa3Q*TXWUyIjUigFeP;2k{=;Yg)hbe1C1_b6c6}Yw zY5PcVe%o6^gr8>B|3HS(`eh52=LXlCT?jk4H+`!>c1UV zeMh(&3q0)4tS?`bW&m|-tfVKifU%yiu&|B_T9P2`OLhudaXiNb+2&p<7FRlTgR4xIBE-~!M> z$2-R(Dn7*2{Zr1Ev1k)%YQ#?S49-2_rHNa2(EjunT}Ota?808p-{BOvAze5X_h*Fp zEI+@qQK$vYyScM!3rEj}EN>X+%`S9D({Ibn9lk;fXjE)9$8x?yKh4YE46iathX$80 zgUajXy+bam_YA)Vrq=;I%Qwj;k^Z9ovT-r^RjJuo!wUXxk=-25yciBBLzhN=(Lqro zSMaX#4@_%!@h-pFYaifPlePDo4<9^CmQ;dYOwrB%*+M?NH2(APM_(9k`&(YJv1>fL zJne{QE_HSPk7sWK{{V%NNZ^_N8?zY@;D0M$2E0bNLcEO~a@qU}9{koE>DhN6*0NqP7g>ODmqP@GEH`U?`pVu6jz?Qo2Mj0utGKFP;F zP`A5OU(9DUVe!rR)_Tg{j7~{do=tas+X^a5H*ut0z9WT1v&P-I%7J{n3Q!SI*1O@t z@SJc!z#skLmU2^~o8wBb@ML}y{l&3_a(~@=sM8hK<*ccrYA(_%^lkW1{U1=K*q=4; zmIdC8bjivdupyBoBoVbx&QzHzJ;v~_tVXxuFipADx zGIPN#uxFyhi*f56apx!vn%Iu!rrXtzIF1}h_d(63HP4Cth zUFTbSH}Sn(xx}l!;xr7&i+0{{d*RLAKKn8nrbwn6V#7NhX?HB$En!InV3Rb`g^wfIzC7NQB{0x(PTvoou2zb=h zgXP(q>j%gNyS~U=)bS`d*Q1aGNJ(0xJ@*hUWq=?WUY#9YWGc4H5>7N5_I#!gX`tH* zB3b5Q_=Y)ohd4worBR1e6F+L}PQWXM=JRm+`*fS#tfn~_sz33&Tv9vhp$wRbTW6?1 zv=f{>j+inH2d*mCIX~(nYRZ2dU=ng6y4t_(UCw;y)_v5uB2hTL;hew9E+8t|k&SRX z7e@xiXUMrnML#Ce;k3eIv@9`NnYjt4WLaCJwUQ@wTq1fUzcM8eSst0#k%2O|Zij5(!Adx+cKE15sAl_8} zXdj9gp8#(ZZeY{kl)=Tj5IQQ$K5y#B**9g7V%<=&ZJVMSlE&E%HLs^kpm&ZFYU>X% z?d#e-a_-2aQ4t`T&_NjPRBh22YcC82uXwPrIgGXmXuGa5fF>n+wh(^4-DKzZVVHqA zT(US&vPst5FA_aeUsE%bqi>_q$nkh%ei!4ZSCF&dYW zfg5Gf0)=HKMYlb#DV};cms=KXQx%z2wk_R`lxhax^Dwe8*;m>r~{PRBckNAhrj|X@^ z6$}H+pQtNlp^K&^2BWqW>`?gRavWyt&8BiKcBMTbu+}Xa{F~d0&AxXTseMGH-=yA7 zhRfosKLJ83vAGEZNs&2EDw4bW#xwSTkc#o(DB*EIU*{MrkQ+HsWHr|5ZilkMzn^__LM zRfYLoDdfRs1d?-h=qK~W!C}XL3P-`0L?RH3BdnD&H&pcNJMJx>@gbe;3O6k;4v~g+ z6h?=V&Iusnm@^dsYDGr2qhSR5Y~~9}hj6xrrhJF)^g{-l$zAHmP0ETru_r$wNo7+x z6w>6Ul9fUOCzH(7MjJ3?*Vv{5?$FkZHTmV%B}%VNKBJJyFE5I&vRbwj+ykV0Nh`8{ z&1S&7)WC?kJIea}U?~eCRR0?{$b5Z%$4PiNf^QqaL){7)K0!C|lJapmjtPzeJC8IW zu&C@|+0hoM9EZ%Kp{AzM99~(Xa5f$tz;NAcBX)Td_pRM(q4eKlaqy z!^qM@jkTY9GuK*rKfkz-do;gC^!E?=wo)M?o@oty`wV`5={_($(LDzxN@bTH)qh1R z08k9vA+H){WU6EVgNgt$!GxU9z;SWSRA#sKb@A|kqfv*HnDAT_Fm`Lax%D5YeF3N3 zh~R++Sd&)abo3TS*`ZZZ0-OA$BrRehq0YDse@ir&OG&oCt~r3Apqm$3nFK(lILt9y zh&&k1q}AxTS$dc=?!NMq=S6lX8~@$~ExYO8jhS)f!}jUlz);b@2v*LxLF~{WQ&zC~ z`FdKB9@~=$xeLe&EKi5op{u`bi;me2U1h|J8_=z4D5z$v!c}mk%SjHqB-Wg9jUNsZ z8qgzL5J^Dot%#@7AQ6}4s|Abko8@1o5y~Rhf6@@?*av~q9y;YDuee69(ujemHTP=3 zQJrL^G-VNGN$v{e;%Kdf0$MTZl@l771ZVGm(3-$dTapuRTK3}1`4M$%SWypFJs`>F zVX%obVgwgH9&j=Kd`f4#OgbT`)5RYc+V!}!OT!MOMN*+?J<1q5DqKzyaO|}~2n^+Y z=JcysjHd?}#Vd5qRNz$tXx)j zrQo7Q{jgQH4reY+Dqcher@|Z%-s6dzE=wb(%H@^{p3k(eybgNXwEtDF-2a)1A zJclTYNN>D40YeWFut{hUBbGVTtt2Vy2}%~@MFgX}E6~q$Fv=F=kqj2d5~LBOnC*0G zX~m4O|41XQiD@iDLFR*Byy<3e0UO3<;3CjH$wsalL@58GLz zV?XR8&`wbnxm&eDSi&`q_~WZ&6@Gu-X`qVh6!s{qQcYslmPJ8}_!l7RT_K&IRz=Z? zuZkNqRzP0PCK^mu)D6-K&aF8{TBOXgiZ~^7lNV-A)h0ZPgjoqlvW|C+yQyRid!Xf3 zQ(l420x21It_%e$22f5R%@DsTRRxAK6tAeMMQ*a`RrD&TMe0H-6{!Kkm+?>>avIQ$ zEJOQ2)eFMYjwRD7(C1Jh4YNRl?bH_4flgwBzg|HrX7?Jq$5bhufZ&kYT7eE;59q5< z4yh+*dCsjs*9wLBStgBA_R&7gtwxh*&7cSBuv^LM1~NlO#ltwi0=+%V90x=au$YZn zMlY5gumnnF0EXMJP->_}5|?R5rGXyq3{_%OD4WjJ1ihatlQ&7&2&+YgoNnrt(26nR zapP1d4~jL=jwq@{DmrPtRwzT+S`}5&iuwFvO3hYJAw@n_Z2-wpdqUD{fAKwBI!_iA zLOLCM{~H*NyS)<1|M^O1Qgq!~LM5cH=j^CiPj$inopohc`LzQMK}mmMeBF9Ma<#*5 zWkyG@U21>opQE+2RQaO;Qc~E6cv%`sybOojwJxCUEuzytw~-um*{WWHaq39&+ByP@ zUXQFq18pXwpFo`cTwc9iK@ zk2JDlj48cg+(S-cweU|?4S|@90P6Le@1!xQ4J~X5EYwJbQ44eRm3wuGB% z%-Rrm;EZAx(NBD-F&VGH(LQTWzZycDLjg*^+pq=QxD^q1x6lD~DmH8jIeh1PyP1U}DSb!ChsLX^Fg7HtS9{loianNSLwoule#DR*jp8K~ z&P)-0ZwlSrX3j_ENq6C{21Z)S;_lG!A!<82y`qhro^Y`&6ji?U!PpvqMBjbX4{1!W zo#&qLa5-7a?of!jjyH{DC$ysfwAT^56eXrhDO!+p<*;l=uI2aqqi}6=Y_mDge^(_E zPH&C|e5JBX{0p}PoF((=+L`u{NIbl%JM*8r7QYjw6M-E#1iuVZm#1%N8Rq24d*WsE zGOdj{4>8KzcBWv_B^rco*)P~~T=x2N4bkk87~G+DWa;ufC4PH&B}#cT_HizCw$UwY z`8uTZncNhSDfE`U`;vOvLC>LYX(0Y(2Civ zTpESii@{f1EAoZ!_jtWV3hCm85EN~{>8cu^jEV%uL?%7cvU zafd~qBoC~EzFwqd1Shdog|g@a)a1E(8mXi>ZwP2Dnf^5l)YXeT1?#bKRs+HUQRx3a zHs}g$a%z!vLgJ_v!W!I0#X*uh#U!1Dd+t8!B5kFJq8x9w?jo|mB-KOl-iRY^!YMnM zOYt2@WNYY1Tyl38WR5VBuD=@$!6ELA)J4QYN6{l%3ys{m^dw-+1{q&=wgM zs(QCZ6bkne>aa#E0MkkW{i)9v)oTt-E?6_SM*It(Km1)uV(>HY$QqFZLLMczLMEa6 zO_r%SbhntNE^P_7K~qN=xQyKPFLK!|CA97thnhQ{SpWxU;!hzZjr%t4z5Y%n_b0Eph8_LbCqsf_`%jd7W+l)2kkm?^m z%vU!P9}G~$3__^bs*3o1L)k(Ghe@7sWA-H04eGYrqu>0RtA+PWP;`= z#JKmZY?#xjq{-fzuVZb&OO7$1AejnuveCfsy$%)QWGd+;-TGY{UaC$l}n@E>N$vKxu1rU_Qq&F2CFFpXdOZw062^H@TWvXD0rvlLcZYh7?Og`@x zbQE{eHL=_p_kDwk2xQ`=WFmIr7THX$PwT)JStiNs>1)e^pQ%NMaj7K* z=8K4604)A)&`&5WQy8~d4D;PTQ=$d7DJ(@M8mInj#cQY})U$BSJ6p0ld`Iabo>9Q< zaqh#Eh08Qn3`&7DHd-@D#A8d4I?dryd zRp({rCjHU9W*qbTnUKK$518QWI(I_KXCt{{@qc(7cLLwfpL2-J2^E(q zc~PI8kYL;i(P$x2^~t?tM~P7|OI!09Wu++)hLM;Obb#c5VAdAi51Rd=U=h=se?q$B z4(p-(#$SJtF6%7w<9nSsrG2IGTgpezlT>Kr?mkMAw*D#~7GkyN@aEdOF@ClR z(Z)`4L$8~{&hcC6{82beh!$IR-j6H8p}3pjs34v528G&TBZ$!6=;-opz8UK$%`7%mZXPav-$b2hb89;% zegu*#Wubq{8B~ya{|2-~w@|LMIO>q6U(}sQV3YnQqI9VL7Y75!_68Dg`~E{D^ou$m z73VInC^7}TQKcLMpnrN0b%u=l&0vb+%qLq@bW;#c*z;ym@gZ_}6TMm$Uoe12$lu7I z%8Rwi-n@pJqFnPp{chBHT{L!m4v5R?>1jrHg>J5NB^q(3o5&&Zs@XcgXDRdc;8Y8= z_5YYG`%+Ov1$$(>9tj#-z#?6iroxVNSm3uJvzp0v3d%OyiQ-LEQ;Odf!m~J22W*_2 zky@DL&h(YXGU=v3v>47F*D!t#_3#riS19G5$gGSr-~8k!URvq);99Z=<1)hIiLYbe zbl3$hk$JLFmeIekQ$7|V^pQSlzg(p8EhPZES_Y|!CY8M(kZt~jZOmrt8GO`vr)v~O zdmon;w^B{`%?|w+R;s+y9>-Xmv$55bCq|bLR(c<3(A{#M^t9jb3d!BNFQ2Tt?sghH zNx;A)8XqF`6($5{Z8Rrtetb)uU2ij2>T-yvJ=?G3b!IUGe~dZzH}-|qKzgUd79&g$ z$?0pG`dJu`SiFMwGTC4aXrG@Wz~cS1Ro3=&^(gYI?%%~sHK*U`muEnHy`_il`$3Ga z!6%KKv*v+*J7iv_pShD=p#PWG@45euKQSPA{Gj3O@C1s8?U<5oRV#e^so+;UKk^_% zH7+xpHwfjxM~fUCEw*v^GKPQsCnZ~2q0N^^xLsZw!2y5k%Pk|hag{i;ga2jj_F^^Z zAg(TS)=A#)L}|~TlWNTIZK1JO`lFW_4lmuu?R90S@ubEc>K@NV!v8gfJ6BU zTjexEH%L9OKXtwk`XqJxNdJzy)7#Ut)hOv?C8A|n{-FX|$t2tC^(iO3c8{Nez-TU-XXb6X?};0~jRwHhUG z!||D~fA{0R-?2SpXI}%VqF|%sBbR|_vj@y~-KlDf%3=@9ohs)(!!;tYm^#Ggp~~P4 zxnT+3tr^d`zZHACCUp7q$bI>2eEHVFuKd^@&S$gaTsS@!pi{&Xw1{XDO^ zBjhV#ZGKCw1Sk9U0e#6#M}CO?YQ{CV6i7NLhJfY56uh0|I2|e0gki*i7n>}#72bMN z9mGl$o#%SJ+8Xr%NqYG2F8g?9Q7;&Ql0YqG)oRWK#+Qpd*$K<*FGJ%q`}Cy^ukw?R zXkyVL$Nj9^<&Q=Vz^)DCL@jG^)Vu`wotBC^#&On!9%GIm`edbQafLympYr)-8{Sal zV&~=EYt?-Z{1Nw_wK%=x_XRrPC#eteKG&pCqvCH z-kT75zl`HpwR!r2Que;O8Vov|meJx(2^utQT1x;Z!{hr#w;z3e$_oVj9E zM35@g>3AaR*~YkihL?vuyM8_M?qp|y4-iG;q1^Uzr--wP6O^1cvM2g=6E}|EX=0v5 zdi&yiuKC%ocNqsI=<2ME;n6+?Negv?DJh0G(Du8+Q2T~Pb694~n=rM|MI=QoLnHM1 zLhSFE$l)bYE^osjGi~22BWI`+RMr>Lr{C!PKhdE7LWux`mUtOh3k4fi6{dL@^#cCJ zsc*)5^Z|pLP!8(^E<*gK9Lrf=BCl6v#oQ=lS-I( zmz0+0P;kE5GpN>|d9fyu@V9YEy)V(pa_r<$M9D4)XZrt*1Qb7Js*lx$4sk8~*Y4Xu ziy9Wshjrd?m*=UaEi=n%dU2i1pBB@AaN%2@5NXu=Z`^I&#FQ@a2iIJ!|AOmG-AOZy znnU!8Nv%WC==e(u?p|L~&rVp9{q&^MZMI`Ck(=id9A-{%$-=v4PpORs+ME8wTI8{k z$_3tk`rWrkYjnd*VC)}zzs8P6E?rltpTX{3SKpobx0gwbhf`YZ5pyXeUSpfwqM2lF zzWs#6q!_N8pL`bF483~kM9XzxqN@r3AGi(w!}G@aWatHE>T-@RM}3;1 zvS+^4cwYMj(k>tVI|NV4{lg~R$aeKQndctdn~Fw7JbB?g?-s)dbe(3%;(jTnqi2j` z0ACCM%cMzmMw^X-iY^MY{@u`p*_9a-k1Iv3trYI8kb1ADsjQitq?m>vQfOPu@CGj3qX-Pb76C?s#O#AaUAsj_F@^OhUf^vZx{iz3ZDuOUNJ|@mg za5+Z5<$XgJizX8chdyJ4n^@2aba@9&i8=$O9@FqPB#aMAnk|;b1!~-NYW`USI&YZ7 z^FSr^UKc(Tv3S3cD5;lfp*23dYQkxbh$;i|a2k1pz@b!o;va`G>*B+Zrk@K!ntDjw zLW1Q~;%JhM%A|c9nAxc@_f(11v>| z?2Cv=JbeHjWOfcbDo~ARdY_RscbZOa(fEZ zl0@+u$(lu5#I4_=M}~Ma<1YWb#Ty>RQ3y5|Qh*XR^!Dtn*bsM*qm`H8_dLm$gxYv zL^d!IYEArS1a&-UPf`EP*vJ6U10qB{*P%P1R5K)U37xh&QOoQ%+-W6Z~HOAMEp z`cA}Vd+k<8Lk?kH#RJi7sWYhzsm|FXTvkchry8QK6Y`(u@~rFA>t66(D*rvIp5QoR z0q87xayKU#H2@MT9vT|c1n8`5hy;fv1jm>};AZ18ZNu#&Bb_T$o%j3@8PkL{?S!|U zpmOAfg;AOxQZsMLGa0{`jDxA`mn+-mD|^;$O5~%tLh{g~K*-GA;2yw($iJBEGEv3{*1eBJiKZEE3*r>BCIu=iPhKsaJ%T!$7> zA)g|O(wO@OWH|};w*){xg1sSq$ZYjNJMC7@*(ta3mU}$Ib#5WXc3S8;pyw~j?Bqjx z&Dts=ds9s^@Op6k7Nw#LQHMH;7uIhOHfI%aby5V&loa+$mp9TBcEsjE*rsfSQR$H= zHCE_%CEn0qt>)k@;O{En&Mu{ZYs24L#z>e&o13MRZcWYh#aLs;=H}^2BL^>JyyRo) zXf-mvxom>C2Rl8gEn5Rx>KU?4spsC)zG3|KLLw-l6Ul!jb;U4tm8y@3tj9;s#zGHU zid~=>p}-ZU&Kf+K#Ev+Q7N>*0fs1ayzq!WAJH^|P6#0i#pb$#V7D_QGMw!TK2sSgA zR2~siHQ4@>xe@WgkIRaYNvoAPV_ML;G||8@@nrn@Okat(o!Hg>dZl_hPqQ~K7(ykk z)Nn(^rBfNT({Yd>p#7vg;Y9pQd&S%6j?e znhE+q)~xtRPb->rnUGw3o80&s3F%Tfi1M{F$n&%Nb(qHoQ%jt5&!nGx*5Zkt&=$4y z-ZmxCHYK?h=8190RO*)e%ycx=l{EBGtpwBGxmO9p2<1h55Li`z3 zVz7MOj3jabmE$ed*cerkNNz%SO&#ZJH-b>;l~0n7YH0P15VlE7MMk_fpVu9&3KI&`cVgG0wwaa7Te7{hS`<4i~ulpm}{*}S&b>EKJS5ipeW8V1C>@$7hK}ret z_0DGbXlRn|jk|x6NLc?BN+)!^mNvr1r#3OFs&FvjCNeFh*{=OO z`MP1JFuxnP*)#vx!D2Skvln9iokhsF19=(y2({!Hd(Fjd_DNYWXThXiiX1Czc}w6d z@R^%z;+KZSU=p6dUwnm{f9*)AiQ!LCZ{ z)l;C<4Ff#u zOUSqD6e2IA6UE-^O2}cH5n6aabPK7!uh=P!@U7!?RTB5_^;m4AA?$dPnrg^zs)2aR z$%AKgTHl$8hbopKAhO|qq`u3^#YoxBHRN2XinE!C=#3qbE6Gs%eRajPv{H=QQllnv zQih6tBbkY&kfYEb-B^CxH}{v@l#>eJMO^JjwB?O&Zz~~R zJ&5#QPCh(*x87r?7z1ye-&WN}7>bl!?MXGkwENBASte|6>S%t#^N#KP4p3 zsK0z&%ygEb$;htvWtg@6`@H~83boIgz$St%GWkt>sVNDFHH9(IvQFs={?NA>vXC*v8>AFSbOX)%7{{ zt;b6KQk6E@j+gDsVm1k1j3#YAeY(q+wauU2PgvEmZ(+xrjlIJ6y5>yeXduoX7&8U2 zVLJHPH@96yi$J{s+C7&s{V8(;^Hea$ioS+Lw)jkFzd<1tvS$%(N^=2~>X(3i(L8cn zEosf7{iq}-qEL|f$(xGE7CjkdB@^G?oAS?y+EYx*!CdN#2yhQ?!a(0C>pvhiq(GD> z>);d8=!$%!##nRaV4#Fb{6nPTRpe&)s1k-JQe=aqfG;=AHAp8k8H{vXVN_v^grCf8 zGw0J|)BPYm73lmEOkrPyuyYB~^j*f42njV`b`X zy1%$v3&}~*u!as|=-$liJFd?V!QlOCyv~-+FznC^hL(C%}L@5 zGkNw(y9&ws1RX^u(Tb)`%lajx6NRS1vub|m9VxtAm{$c|j!dmp&`Comj|_~uj~V~zZQJNJW*DyHs4827mGq;=$Pq5}b0G!>!p#QL}oLcfY82|DGfL^;`r?c4R=+(|H zBFiY~fP3N#erFI7FPC#9MYZ4lkdA(pIxPXCut(atmc_sSbb`SLl-=26urtQ(QgTD% zZEmEn?zOg)oiP%Mp{#LQbyd=>8N4oh>Z5(+{i7OlkLf9f=n;hY`L>)4lD2M{*sUa-}Fxn3$vcQbAoN7gx?FXM;K^5tK6Zlv5mYrPvdT0&jr>xf!6;BbZNa zaQiR;L6HEw4OxPcE(AB}L8XSv9v&2{rGqrs(M8$u`{Lf2I>c!4-Stu}Z6j`8f zcqJvINe`-wMiG^!kd0bApB&S0Up+7pwtj(v;D#H|RFbWp(!GA1>g0+Db88Z}(< ziVxlL+W`)qOR!e^%zzS9o#2fxQ9?p93AIetcJfw^g(E}r?lb?+28{jmk9ME zNZAia;{zyZ2vc#xAJY96`5r0|6hg>Eq}EW<4dF+kaLG^u0s+~&8mJvz_?3G3Q8QBFY)7QRE?TSQ0}jdha#Y8RC95lk;WN;DdU>)V4TnTNT2&L~w(t!-6t6-8l^ z>7PdKfu*kLh3ry@6B(_x5G`g>hV#ONV%o_l(TNVziL=F=VpzES+8i-Yo(p()c`TCE zjXxLiI&x`RHjY(RZ={>N7g$Tn3y&Pya=$kvG^;yXv~_jFI~k}jN9S9Tu3Hyyn@oO6 zDcK1c_|#eWG}PkNp8#Q5<~nsT-B?oHmLLNbr2^;{3kZ*yA>GM?ina7&hoDBh5)UTD zd0ADB%qtfrIV=FK7H>rOb1UusYEo`N8xUU_Qsif_ppm zhva{-6`g`ovk%@4Ll6}0L6&r&N72UATA-~MJ__}b07YOcpU`J1xhT|kj-V9m2T8#6 zaRBsDz#1S>lmtwV_FssSAtbwl8%$yo^}1oB_cEj82urw|TH-aqgOiw4kgM<Exm8mmYUFHfameNW#bxgD9^b z(V37E7m=e*f>7?F(Tu+-Q3wV+NhI*1hG>V+X-6n4B>!;);<6v0HXq=QIr7>lEz^Z| zVvxd+(^Hw2_Kayv=^AcBc=T}quz2l0) zfgQg}D3MAz?!YcD=2w|ua3zo?V@eXJk<|g~W56a#!*yOsyCkNh#y)&ar9@)8;D^4B z#908GtVLjAfK*z5)P;2auq1OB2n_6<6B4vEQ2Eg&#;~X(e%_D}TY+!@`KN+LK6(EG z`d%Oit#J0s?4hKE4Gn(GfJS{oA-aYR1TETdHKrikp`iXxKA&9D9OYPmA_Dn92*fi# zOIZ4cG%CEI%Ky*?SNK~c5uLmdgmi^~ABhN{wH|+x_pSiSdg=#)R_>w*>Kp_GxN^kq zUy!U|PDLprGFci=k+;84iwL4;)FgM&sR8Y!a9t==aUi5{l5srqWD-t(C6 zphMSxVr<$rQi-AiE82-^Py03uaMOJr)f7@{jT!m?sXBWeh3Xda&XxvU4INaKr~ZrP z)Zz+e_hyRr0Mn-07IM}wLhq_(ahYnei%vL-!%R9C}$D~MuQUYgQ| zK`If(y_&+Py%@x8-v8y=hG8s*d1+`Vb?_Uv(YBca9G(TGk^xREJ+);$QL!YcwWfuf zefpjjq)+2pBEMNP1>9#xttgjn)jf=W@eIwzP`zt^uoZRLPP=k6GvM{7%;Om_Z{R8@J-nZeg9Uegi@n^? z@$x)$wS#CsT?URdc7Y%bE0mZqYb9_uS;?te09vx({8vwtSI^2E8Ike zbiXVRuripG?tI1m$OUDz6Fe*Z*_ttO0|4T<4-`(*q4ehFGGyD!KRldH_b$Rw2bky> z#_o{TX};vLP8J3_@!uO)y_{=NVXcH98)0Dl;VJ0(VsLWrKWT+62m;LSj%R4`!Sg10 z-9HwB3{=n3&`2;|$=;`PD?gqPgr_B6T@9-|FIRY0i>d59oo5acgT|ub543XZk3m7< zdn|cK@tRL*l{TJxZ|;l8U)NhZFk(`0#6x>mZhv|5H#%@R7Yd^Ke>W?4)3RfeY_m2H<`**`nNW~B>e|S(lu$mff zKbULaETL9Tv*etDl|y;*zfHU1Tpz8sFsuOejtkmVQ!yz)z*eSrbQSIF#)RIRyp`$O zf4Z*CZRZvKzA`#x&+J#-DK)iOTQ`VYMHWa)ZD-FOp(=L$={n~IJ%qYSsQFgzFLW15 zJO7>rv&{J;VCM|Jb}Tg2uy4t^Qe=AVa=Q!3Q3Gnl1(XqNn4k1=V+F+I4rHvig7Q4J zIg*XfwHD9tukP{cre@IZ={Z9oSm$DenE@q@Wv zOFZ%$tgu|s+KA$2WWJLf`ge9qe&CMR1~lf-6l&5__U9nl0}mj_JegYT6{h?DRlr?F zB!m&eTUWmedk`eX!q`0uUX3YPytG9@n%%8Y@Wk!pzo4L>BB#6%jEmJAc6#YcTlmoE zOQftyzMm#)ag_fBU5jgY`s=!Ow_2qWTgIo<-yydw^x4VV$V!l8 z+K@3~z}uF&-rwDw`H!n0*UjZT6yrM%JXW5cG!`=$hBoWMs59U>JUs-fpA%*R3>0Ab z^Mc`ez)6U3mq)^M$VQ8^@ZiwVVryj31uV7Hl#|{l)~#P62K5Oo^`o1vGn^?J_5l7* zZ<6;p=Jl)Yu$SiobuGQmUNz;!asC7_7=%ZVtqrT|iFCQ1Rv@wFqy=)?3Blu+L17Q- zQzLAk;Y&o7xThvIGT}{#j80N)3a?Gh0w!ik=k%Bgbk|lI>+^D_V{YAH_LZY6+V*&K zvDgzSzzsdH8{h1s*<32@ zCoW^#s%{;%hNEM7lQ~N9Z4Z83i9bJ4H*nJ`TIc51i(mT>M>I)0b)4?$@5z3<3^-50 zv|Fw*uQokHZH{8Oln&RKb2SleztS)GgSKShE%u$Orrs5J9YNR0QlpO!H7#UNv5>qQ z)2E5A%c4AUybeM5&0sH9;wS`v*uWg|jb@(t@0cW|Kqi*)>^L=R`Ey!^pb9jZcMU!% zHbp|^0`$_TLXU)<_+F>y5Ws0XpO%>+8i8zyd&? zE@K}DPFV=Zyj8Hfx;{N5M-4?$2}lut0BRXjWjVCCC3K_oE`V)Z5vRly6pA(UF^-@p zcVMATzea&Ex50L)HQlB2tT z6(RvF0VR^GzBb|({wGlBQ(X8hR~;3zCG4^2I7Iylmh}+U%hNq(RgAncy50rb5{G0> zSSay2f;A^1u_rTZgAu1uc9e*HX~-(WNCLUgSn-2hzJ$uWF6q3Z$EBL5#p4T!I=FL=(6b@Y z^F^^q1nD7GWM|7n=TfDou$M!#)Tfw}vn8~1S=8|P(SGI9ab@G*d3;C&=$iA@t>#y; z&07O8y$RypVO>0|p@94VEs;rCa5UJHA3md9QL2TZp>$f#%pi)yCdxp({ z2CaqDf+3w+a_iork|o}>5-L!i1d#<2ksTP3=3pUMgj1`%1tgkP*-p?belOesiq@X;5D)~bq6_P$3~LNp4mge31PMk@(u-v+q#lYiHA*u{kqrTa z)Tfl7HmxKlx!Hu>SJR^pP}*^LcLMd_u}Z|V%w%-ye^T8X(PMJmu$NJ<&MU6Yux@~h zbPzA#og(2KD&ZXunk5)%w{#M>4wSbp(g`%n6ueu+y=z8ga>(tW@f7wnw2w7r?y}k` zCXfj8YTc*)cvz}=E_n72;obPuyvTIMJ`3Al6C_!#l5nyW6%Q1S;i%SzmMhg&12g=Y6tlc&GoeS_Bw6yUSJg+_?Lbqjl66;0emdXPy&2m@3o6p(On#54*>1!xIK#0p3hb`rmg zQ4}FD|L@GjEzhY4)OzU_=`M!5kx8kBnA8c_J*8E3D5f^*M0#eRq?sym%&;w>!tgwA(n4ZOF?+eBLk%?f8J-mpeir)#!MT9OSQJuc6xnE$ zJ9<&v><{q&HjPg}TEs750|4yc001BX001yBF#L~coKcVAKc;b2cXgSo9e&ei^AeMt zjBXmjqJ%OQTB;!P{4y4CLMbY9!i;h=(GM~%VR%Id-esPtCW?rX;HEK|wG|@Ey(@R0 z8Rzcam);joz1)Yltef`U+>gx{XT1}?$xlAy9yA-=+1hN<`(`toboYAAZnU-%;G$ z070g^+|NUl1f?(llZZ2AQFNvFA2)9Kvy4Cc{CJeg?}k+Sxf(}5);y?(z8k(kpRHfy zVpl)(KfVXPA3vkeA2Uh)<*opVKgV{y4~|S>ooNwYp2Oem{8mw;OGV#bS-0@O0_!oS zLO!BNMp9C8?jKyQZ64uOw8#K&2|WLKTZVhji~E7HZ#_f~XWGP2 zT}2253 zA9Y<7p{`KYmvpgR?_4Y$PWsBB3_GnxlknUx+eh5seE(<_!KXt_hZp5OHB+7LE=nZ{ zfsUd;9A}vb=K;fP*9&4+RXe`pG$vRkftg265Mo+(!5*^{gsEt=M(nN_)051vOWgjX zqZ6y4?MyoK*R)1Bh4U;NI#ZNVu1l#iwyCAHo*7rI%FcyCSbep5^-?Y~w?)lh+wgNz zJ9Y%Inv&M#U~Qm1Sy0^V()~due{#3W6b%P*b>FKf;wER?`AE`*h;voxavtMV`5Lc5 z(fwJ{jksclSrM7(s8>?xjOrm*afrIeXyO!U-(;4YZhXYCUD}nR&0PyYv1xX^r|{e( zeAJALaLjquca^A-ogM)0p9Ynj6#ANvPtXD6i{N&Sn?d)Qs1R0NXrzG$uzX;n)@J#v z#`cpyso*b3=qT!|XkY#?8$8J5W@aya5qmGKf!{v=aduxTDJqx>^uSnLkAKAp9V_Ve z$JmK#_OGw)3aqn&i3k$5Kapx7S)yU}{O)e<2km#y@gok`Nk|4)I764W87vz_ z(z{xFp5!0C)dx+dYN)74U{B;c5jtYxWOD)<)%siKD)zBokhHYrdyHWYUK2trOvDy? z!<(3!#%t%f8P0~or8GXjg_urWC+KZXq1`7ygRv$Tx%D#d?J*~2B?Zv3FL^An zof76cv!6&W#k=oY%&n}Pnp1O(YlWukliE98^(hQQ#K+G@Xuq8IhL~>|OFMk}*tZgO zIGl9zp^Wpq;PYjpGiCba!^qh?mrBA;Y?#>ZNgw^3AE^E^3$-uf59H_8^8MW=2Ln6M?OqudeVBCmi}50=4DL43#tg z3C_0s??scgqicn3i=jubl%d^#*HX6Jv(O_+)(uBHe!JTdjkA5J!OEKRJAxHE?_L2x zxsB<@eVypkp^oUWExPH%!bvVrRyeFo*_LqZ%Ivo0K0+7rD5u3-&_@4vlOZ?bJk(cL z4LqX~bXA8kxPGKB#j*h9I=l@~Qo3Ns#cy_UcxR28>JZHvFl_ zan3g+6ZY3u5p~!CgT0NE^n$rWtVF5Q8>`jq*P~qQiR!uOWn#jd#<;1q_ELtTl#dvl zT(@}JlnojrT>Wj=#f;>*kMl$WFITcs!+BIiHccznay281icIPssfNr*kPpe;NOVKzg@!Y`9k zc#Nj!QuI*-vub4xfd~xG+yQ_Y-#d661*rYEJAW!SRAx}O-a>qWGS)RqxtrZ;){|#8 z9EcHGWhHC%HR|8LF_Uq{IuVQ?biqbv)|9fh40pvI z^hmRVC^ryjM&>H5tTE62@ow=yJ2rPK$Wbs!nd+%2bmS~)Q|{}!BW4V5&aU;IM7qct zc9O=lv%KjaG7mnQ3#b~Mh4it1mR0BHD};S&8-TZu_$~tUXT$whGi=&-oS2V{o`WR7g<`<4r{gRmhqQ(Rqt9JGl7x z+Rly@H+znicxP(QdtIC__W1K(e&mG<;$}gbWsf~H3_zZ5n80dpX9d3BGZ|_VffCbY zBDSw5g@kmASq++u=fBae_!D^$Q=b%ygJJe%@FW5l4#nwZa*4$9uc}()T@Veg(2oqD z`sZGg|FdmZ{hE(yi)q`9oyJa}o0d4hKgibPQy}rCwb#mX?L8N4tjaY;_sEIkm9INt z7hz&r!)@&F4kwzr%+_JWF7M>BQ|9XvN2u|A63{T5IN;-G?=+^(c5}#_5{HCHn39+H119q*v-cG#efh6db)A+q;H5xZs>S`knB(%RZkY>r!IrTU;_r zc%a5#ycPwF8%u_hJ8_81-dkZL*!BJ|7EH->L*zpZh>^;`cXU@N=q6O}`Kn$LYiq_s z1w=3B<)L*X8m0JarD5x!|Qbxom^O(9JcnwVgLVTh{ z(4rTzpD$@Kx^^|FQX>$}*lx(ssf8c4tUngaz-Y9+;08k$L=umd;a8;!Wz<9vmrH-Y zLp5Wv?`Q?NgYIfl2hbrhO}z-W_h72mbzudH5{l6!8%uFe$%Mp09WiJjCl=gA0V)n$<@T3ryODxt~FIfzm2B2(5w z4L6PG0_f&9-5!KWDLqG&pC$#~+={5EUGEaYXJmV5F0_z==`zKRrUu>rG}7Jz6YRHs z!~)AiDjikoEQwfv|Bo*BY=WVs#u$t>4LqD7Rmjw=mDu@=nfG873i-ZR1i3y(p?;f$ zJ(4gqT+zMJs5Ly|sIf!8!;o!n{%q|QHj2Xst~rJD1d(q$tMDtb#DeX~id0I*J_pxP zl#*k(y1hMca|0v&68-BS(tTpd4T3+HOHTDLp^)tOf&t^UF&$m*lp*Glj22;S-^mgE z@UE-^@00wmy0Z5y(!<%5k~N2x z)5!KkW{x58$GvShN8sfy)j0XQaU5{=9s!lHyCbgC9M72RkT6!AHE1_bp#-6aTJR#?atl5o<*k=~h^yO-Zrhl2x=51tiwOrZ9Ju@7;|Y;G)u1IUiQ(Aa z6}~tFW9N7HmYP6t_xm@#D6^nvf)@SSShg6bIIoow!1a?V{@5z?8^C0h3+M@$y@#lP zL~H`R4j#wBKr9@YQWWhc?u&o`r|&2-8lw}vSvlogQ=e-%zk#>?K0k2HkQT6qw_!1k zET}0+qbTJ)u*n2}E@aA??@b@`<&HsFA?E-Q;eq z=8%)xqS@;nGQU`1Jd=l|{s!HsF;nhFAlk(Fbd?Qfq@WHyr!CeRxdJtHe6k9X za!G^WE2ArpgtcyAlMuA#OSdx8iHdMN-Jro2#)$arfA;>T1g2XY=i%B#bjSyogAP1kY#K(VkH+P}OR2rB3{gP;Bk_X09rCCa&0OF{Ab=0zCJcCbb zEIk3cDJtkl*Z~NYoQxs{MJ#})>+pmdh#OIhtHn>~ZB5CDjx4aB^<9-0To$t4pAc|u z3Q_VG0jq>S8+qGkfG8r}?hf=G=|6aupqVxRN0brnIEpM4s~nQYBLU0gyi9*7 zR<(CT$0s!DK#J?K)Ab3D<|a^ZeGdX#IpV+k4SkEQiOK0s3I2=)qk`j$?)ov8+uxPP zg}u@;$~xudyQQjTkt!75)gBcKf8||zz7wYv#Tg#Rnf5Val#wLrOvcCl#oPL~7*da$ zWAxT?@67nm5;t^cLy~GFe_wDm-`~ahkfAB4;*#UjEQ+k%zxCTga3(egISAl|OG(JZ zB`9@Kwr2K7^SgViiC;)n|Ke58HS?RmaOpk`POZymSuS5bgw>)Kak-lbg9;r)Qm=Vv z?~BX(7K$MO?C>@dwJHBP>?TZnTXl6M*%h9`cm>jIcr4cq=>EPWx0tGaR}{9^pIhb zqu{dJp~onv^e=;=mvDO~Nw3GgDTAOU&z^oK=wF)M^b{Z}-XZ|I*10~f_fe$QCLW+u zCLg1nbgL#l#rxz9sV-X}&uzZ03;exkFTB1Z5ZPm>*k)>6{YsXvh-Xepo*DwPhPsFMNXPqn83;DBb zy45`qJF2SS75fOz(N_&?B;cAKc_Bm|W$de-@HJ>u%iAZs#vCwr=i8erTcl?_uCKnx zCb3Rt%&8|jcMb!NMUOhub87jo;61DK1K-o)u7G%c7kBm16 zy!{fc_or9Ra^?X4dMREDVAhzP3tGck4=JE(g5DdstrhWq2jgKur)o?W+D z$5T>KhsQSs5M9ndK9mokv*{pUJt(Ewb+aOZhof4We504j=wXbxPBq~=|B0}UyGP3- z7GdxwY(d)CG~dyFq|V;&YKoAGNN>-sY|yPf80X%^;P^%A9a!@-J1~#aVb4`P`OmXJ zeQgStQJmb@JXprKYJAwCd{hH{B6FD`5{mbc33snxG+WzG#gs{<7jG}a5jFkWUUct( z*uPHs2STP~RwJ}}oHd3Da$?uU2x^zVU@O7Nyc@H zxn#L!K?UajcDnhK_uO`8^ae^n#wpgmr|5Bk=ygB2Z!;lkZPcSh>FK4hWgm96HgK%0 zAm4e~1`bP_E{D{0TlfQAK@{7%gWSfHIX|ZH&CI!$OluGecc61yc|{NQC!r4NBBZMwat)e9z6?(Q5VKaqsrky}y_kSvDOy zu8!QozP@)vYlUOvzDIJ)+`-ENED9KqqJwDn%s*jW4H5%~-F}ONHEQ=b`9gL{mNIH+ z%F>;*T{+zBIHSSRon|uw(exbjmdhC&!5t=Ah{q^yB=|%FUXYu3HkPp#&MB`;F_o+x zg$0a##$}=koy*2`%H~tM3#3Vf&%ANE7|DT`igX2p50IudoOf2kE4%U}hXf;o3|uUf zhN-c6LEDyE{yIuB6cmEbZX~f!uV@u==!(?YD)2?6W`E)$n#Yqad`G2bgI=Qgir$PNYbC;o#2yITkh z(=z7l_s%4N)q2OHl6sm|9i5(6?i)pS)eju&-UBA?u_yfIGvtVSTdJA7@$=HqqY2w{ z8iBQTUS+T>Q*)kZ%6fVg57@&$5d=l9F(5H-##ZH9mK|8-OJ{_cs z;(aB0g+a<}+v*pQHlA;dNGpv;(y6uqyJVj-chz{|@_`8~@cK|ULF-muvVEbb@fd5m z7CeTgJZ`{qkw|dAE(&u1yY4)B+nU8nv0xMAGw~QH#$EGCK(Od0u|^_pb`gj^I`Nx# zOaMARoBJZ>`*&jUi)pAJWIyiU^386Dw#GWBxS4S$g81T5q4A-K|5I?xFd)*+3)FqX_PRJMd= z6MC~Gr7~mfRhAIN3nkLRR#LbM>J1R2<`IZcC8XjI0oD=G@|lh{JMqTGhq*IW>6Gt3Fw4Oj0Y9DbY^F6oBjR zONz-Yvu$cSs(GtCM@3ZeWGLS?9BurIQX&GnFDN)E7W5%o7(Y=MH08Y!^C(OO&83y7 zKs4+H&*1X*6lA)&A2eyDOWXEItiEM6_arT)XC9~77S&6k(y-(c=E{s-Z7TNuCliKq zNu|>D#2L`5e?;{o_m0wx%+2<fT%si3iOQfmQF+ph0us{(JArsCu zCS6g{tT2Lvfbr=m168hYD+k-dbR z+|%$V%>Y_;d$M*`x-Xmd) zAz5Wa7iM{Rx6(U!xghsGIw0A@-<5cWMb=W=k+x#r))8fEsRUbBIj`S}k;!?8^dc=3 zhN8>D=T_zeNj`*tjijj~Y}v`u?F1j-g*%L(BGqK{3Ro6_J-|8tRV@3z$x&6CvU3x^ zBH-lzCj$PbL{`o8kFv%}&lzu#Akw@I2x$G>ACROVxcT7t5;DJt01QMxP*Ok?oVWs( zV$$cqvEBoIMw=Jkw;$}E&ToF*GT#`O^dB&Y&mEk1TRcL+ z*%c-Q-=BKl97h<2(~PLzor7-!fU!+fwINPy>a^4V$8Z0EXgX{G>PaI3sijx-c&Pcf zvm${5=zMB(>StEE+ln=Nb4c&vx4xm^y})n(_Ua2r$iz`z6Sd!X$=;~*Y@dxap7IhhR<77C z~we_HQ=1AqVytsSDn44A~!<8I|AgaK<8O>W$>| zuWX}ADMFK(dc}<{^JP=bvfG@#?&#*{AO|S=3nw*hSU^2E8c#ODxzV6NIyfK|^%Xxf zbt-;P4GjcWxwAU&oE!pYbQV7*SAi@8;l^^cX3+Dt+WZ)%!X)U5LOq4popL~w-G(rC zkLj3|yk?wcop-_GVrX!-7XDZ4TB5Okw`DbwJ2jpnnjN&S{TiHF3RjlU1WyTKxbGm+ z(!~ss)sP`>H40x>xxuc!G@5J|q4@u*s`d?hSIP>=bcipu6k)jRKYa|63ms`y{ZRz5|^$9sR! z@Z^gEJD0QPJh}%Q2?`cd%gqiAcYD&4MFlHZx|}b!@BrmZzfn1+3Hrj2ggcFBCdQdf za)#RwLgHMPnWXA?JkQMEJtpPJ**)7db^Et(QM`|cH%4qI_*_MA>g|yE947oV-+Wj# z`v%Tyfc#LPDjQSQeRsYl!7M&p7TBmbLiAy zE15&KO`G2M1*GzhW@=b~df(46mi~l<>1fDFxEHT-YL}#(vQz<`Ok|SrNO0WoaXOY# zhjPS9(TtST4-U2^sVg+@hgCaU-8F74PnpO_VN*`+o}V?oFf@yYmHsh)WVt0{kxLm@ zO= zUR+d{UJUVGMl8!-CezK)635o~PD2$Qp}oc&W#>Lc1mr2mCrV<~)u3(yRDPa>$o6qy z)M}?~kVr&?H6V%O@8-=;$rno62Tk%B=1q(Pi=f2-FsERmhvGff3@021gK(<-8tH^> zWW{t$wX*nR657+XI>MoD7%WX>iCVh>GJ0*Ua)xN`3d({L>>5EAn^L^A-Ez%8&i0A5 z#K37V|By&B`jPNwRa|`sU%xHj)UrxKHm>_9EQY76153+Lu~YcZcp(zFoy8N=}@G{)Q6L&W0N{ItIAF z`JODpJ;};hG`uIxE~9pqSQsN8pe1!Mg8_+DZL<{`XQScVI$Wqn)_JJeD0Z_;tD8IO zz9;4JHvN>(41&h|T}Xbm=M&%ZS!JD2tjb*dBV>yG8`B6@fxuC@u?jZr?o&$3i}u&M zA&ZV8TYpx1l#BbT8aLJ7^vc{I9e=r#RZ1UWQd(5toAcL^V8TEN+uhHL1-HV(ZOhq0 z+?sgi4LN4w2aU4DM-l|H=b=d8Jff9qV`h@X2)#wWr*fg{QwBYcZ&C$iR%t9q1YDtJ zl4)e=Ca400+w|{HHMXM0;^-p}*!(RXtZ=`3jDWsh)w{q#PT-`Gj9OmWwPht>P@ zqFF^cvCaf@Z)qN^YA|4w-s=Ga^FzvpW3ySdy5YAY9+Rm0y%}0IqOPawnMjK)@qE@o|zb*M?TcP}Qe{W)Q#+VYmqZlmf` zJgW2kA890nz)HqUsMp$H6Rs_91#PDGJC!xQKTSn??=XAVzKMz z_1MuoA2J>5v>N{gI|GDWRyLolzaSKQqWqMxLOth~u3>CKHx(UAW}31;h^T?s@N7N2 zmBo-Hw10VWjZFQF>8&eVj}~Eh%pk2w`OWzKlwVF|c|Svto9|ut)92#JuIEPSFq`{xms*^cV^!(iteyxNzc7)m=ZeexX!e@CXF(K9v# zHe`wqm&LIhCwFVUEV1L`Kt8#gnBmbL4FQ+PeFo5rL%t1lZ14i|mIM-&NbI-EEDS3s z>>bg9xQr(W;yNUrCLYVxB?ne!BLZ1F_@m9RnVs@r8{*rcZ3H479SSu&;5CR?lm$&c z@Q<|qz5TfxkW_sP!A}5L@rB>UX#!0X8y+3q$ZHaVXg-Z3X^L-VRhR!%<;a~lL=iSe zd?(Js3oWKnFwcDYMkdkex)X)2l^{RlVFcjOa+n zrGLDL2L@o`qGW&su41-R0}m!3Wlx#h4FeX)i07Rrc`9(qQA zm_qdm>Bj=f_2MUjPBp47M$HL!`DiNAc;{JONCAh$jC@I@iFuDXOg*vId(d2ZsM`D9 z_^?d75Lwr&xwkzZ161$YE4^B^KX1I%Qjl~00ypP#U$hpc5p z`x5AiYx0s`+KtN%Q%Yep#m>YedM|MB)l1S%##-rKutlLV7<2in0jN*cxv67j>O|Je zsQ&#S0X34B&5d7OSARtBNaqPHQAtyVee%b++$KHFaAeW%90sEIs7dt1cNKGy*NcmaJ@6ZwWAMCQPjQJ@=+` z2E~E)Uo7R4?2Fgb&oM3Ivx?nKzp6qg-t)w}{}v+T8+W%Xip8vkIu>lHZjA2pYjx(+ z3m}H9GBm~HMm4y#%Hc^XAFnHt&uN+tgy6em*u+$+@5Y)$+#uVYL-fOwP^zf+h1`yY zv%_AB;_nhcf7twzeww4c&4FG>1=S8koad8Ul=c_6&5<1IkmNrC+g>+D?ZcQw3Mx1! z0cH&m0bT7YqD_fqUuW~QN0h`8-RP_%4eA9?%W*g4SZ zP{NCR=)Ueeg2+gD7qM~tMzt`IvwZu2TE38BB2XB8)mzwtG)gKR^$h9dcA?-!pbm)OUQ9W$oFpA9&5503+Zl4e)jJ2Rl^D6!vs-;O7PRGMVdPu-%6%?BtvHi1-w40;ERrGd?1z=A>LG+$w-d<34!M}4JRGl*k+23Er zi|=v5tvCBK9ZY7 zto&+kEXydR>Ob2GLt4@oQ27&!1kX~S+AK2pcRa4O^Rc5n0DAM)UuPXL;av0|eId@7 z`R9s!Xa7z;*4}jiCWlBxET7__wZYPHio30N>%_=bMsR6mwD!EO``1$iwgt}Du_W9La1VaQ9sXt!mJQs6m z0#XwykAdd?hz!`PjwzKZKL>Pt{WE%MJgV+tIWzc>Hin2>UTX;05CQwPWP&&Xfy?-# zSOuE2jG6p$l>X5Lyv=3cWV^)sETKZsp)JoJo)YSWQyFhb#3>|WI7)AT=pSx>|AdJp z7W3pN!NCc6Vqgs>SrDnTWGu6P3Q>u`YDIVEGQ<5%NLn2Zob+>qI-jUybTT&&22eAK z)oggGY0M&)u?$4|Qh(hf7ZIbWHJpfu84w5gL0hGMtrdF(sp+I^AWP?kQ3Hi}@Kp7W zWn?+PJYTH0K)N5eJFcwImwn?(4N?|o8HiwogjzI57DH>^79>GJ7Z<$0NNWuKgkd`m zR4Hs}6bBY`SN;f0?qMi*Zo$!AA5N8Snmb%vsN+#y>0uaMq2lusodCIRw1$z3j=#E6 z$34JY5_O$OZar%jq`){7IzSsUz~~EoJNVP0C`-YO2}Oa+K`sRSs?h{kOq8C)&R^JG zfe433)F)o4L9C*XhL$sZD(QxIoJPPOpW;JW-U6L4IJh)`jsX;J_DfB=UsM62;?am! z5=HENS%HkK;P9~l-6Cu?2zybh#%(Y~RfSoBU?Lrq#X{q*;M4ahEtKuke5m=u7L9IVHls*^B z2%?t=9!3w*n)u$i<}o&rC3;L*S?wrZrhgj?4QKd9EO^&~#hzt%xETRVaJ?U9Pv-<3 zp}%lNI<>&qL!f*Z7Ex1N*XOT*pJK`^UfbrMw#36vEgD~n?X#49r@~v*NwUwDS1uGK z4^M%CBsF9(r0X$o%KgvIDkrj8Fv#(a%6tP5%j@8zz9P;p|A~)J%x_{gz@aVtGC-7A zGhkOd3Lc2K*ybv+ntfLN1>H*jeSdCeLT`>ag5%Ly;W{9)osT*vnBkvfuG?Z=tH`B- zb8x@}3KYgbr3rTAVPGn@=)&Cw3k|9(Zvhe?6pN@J8iCasGk~w#`MnS(Euyvvg!5U7 z^W*VWcDQ$f;aZIr>`auEdZ-x_7Z6!VLo#tz%SaBW!jxH&h_={qIrF2F;UyC#rp^3; z_R&kAZFFYnFnF($2G~bKOQ!XSin#)j^?%VW_2`1lCEf~>$#NIutxgov1|pL3t6LOr zH+8fA>u{))xD|FXPi7fP#x=1;S$fWrC5j>ciP>MQ;0Sry^Cic+-`Y-rkvOl zt{ZBtbz!IGi(}j!_#%CE?arDT5si@n}KDdOuja5bTzw+)*j!?D0EX- zYbfE%A#*<0*GHa;$;#bF<6K1W_a#kyjL}fq*PiL2DqsunXuS$U7m&>FoTixj3j#VS zyI79M5J7w4=)v1uDm?qPMIRpw8;uhh!euOpu3FAd&{ zdVB`jw#7K1q7CT$hzZZ1c=m4LNG#B-Xtf##;fpQSV3dcIm`NsudhUeFLPW6M=t`D1 zU_Kv5DT)#U(0R_#`cXYNwHMzs^D%tKz-Q8*N}3Xc*7$%tG3*z`qBc9ZQ(qbkrj2F5 z1jTkM5x;$p33vOBwbmB}@weLokcyf-R?rqAeDx#;cA}b_G!ei>TE*XQbAUzb0}fu~yR#-UIhoQ_i8%EM-=H zPR9yD!~51&nLywgxUl<#{WB=|;txrpNDoV#XDU3+x4iJV@6eclo8Ih`zoJgL{k%+h z2^Bs2(<$$m7wa>jhTu^I)9po|!ioS`CyP;M%@z^6S6)qPU_I-g0hnUslIYpdm~Z? zba3>fI!z;#bN{sP%g}n+Z9X$Ha$60bV{WZvoJ0@4quQWuPySPB(Yr3Zx4fL@7hjUR za9He6mGzZ-(m|VR)XaZYZEhS+l8CIQETSi2ZyjusJ2B-o3b?l0&vG&Rf-alXOrHTaCA86`}9Sc6EGd({(m9CuYItxaGyYl$Vc z^JM?50zvaYZt+*=zSZUCWDa*0x?feXC*ypb^p=4`29j5l7#ocOO&RCiC!+~AHdd_V z!(2WTx0~<5Y;Mll6kqGq6eL884-r2bmCv0_xQ3QX@tIKlMRs#Y)8V0;_adi9#e;G2 zTOXqXu`5sruc*-Rr*i>7A)?P)LuC#doasW9u91#1DWG z*i+_3KdrdNWGx0^w{>hQzkA=a1=`couOK*SBTH|Ky5(kKXCnUP$ky{t(~Y3!2VGPR z=FVly`C{;9dwXL_nzlX;CIYWki(!@eH935>tz0j)PC~6Smk{9z&y5uaBNThROyfG; z!xSxIiW#fF=q{$IMs6kI9nan3!>DrkY^R!GO=I!Y$|WkQBPEIX)8$V(4&o5LcxsOJ z33?%TEd*6b5cEq@l$FZxC8m46Ma#tB9xeg`>NqA)92=MW$J4M^kH;8&ds&(Mr~HNQ zBihYKmCNe;rt?^Xv;t#A;67P$FNoHuD6Endcj&9O-#;w)#3Lj9jD!&qg85T}Gv6B1 z(>v$s0y~gLZfTj+CSD44VUhG31-5cd82kLoYbj@2&+Z9EyBOT03LSqExQZ!Se9l&6$M#;RfNZ z5;&m}aY}_OME=x|B1HwXoXwS)xd+;RB1*QxuBVC~R>m5@$h5&CgH~oGTrn$Kz8qtm zC}~S*KI1tO7ijR&R`sECd-WBW%hRr#GjUKmuM;sh=Il|l`JeLG04{N8g?NgbVWYfq z#acuuTMjrpJ7wl`@!P{LD!wQJzmDzy_P4SO z6MWpkDHnJjMlJKKbI zm#T;Av>9Y}PXYqUat`LDU|3weyz~LZ!S%)-kowvs5Ma>iIU=jZt`pOpu#OvJ@zJy< zh#WBcr464PU5!OtR6pPi2PPK3JZ{lZJFIoR*zUq=Xs%1oywr6yj5jiH++1o?RG(`6 zSr_S)hBm8)>l-qe+pK=9F)U*VbNWN^UsRn#kSH*hMq96Ky|!)Jwr$(CZQHhO+qP{R z^J;45pPFSBsU*APe!1r`mW`v7O=PbMo*+j&u0lu7$B;*+ z7aUHJm=`wy6)uA(n2>6gl%EfmU``ZFa)6aLks!`i+EA*P-Rbq#-o5?2_1wACdF{@5 z=6UVhdG)AuR_j`W?gIkg0|bDF@LPn;0DaTNps$u+{Ib9p^L^x4k9#){RaZc`%R8I)Pif`*q#AH-}e*_&q8uiBAv#m|K*} zr0GbD`5N6c)KD!(`nea&Tvd z7dY&LHS{}EH=fVRnd9UZ<@59_4*^y)`RCR7ix(OI9rF;%y|e|gwD``6FOF<(5x1dL z8pNp2us&SB(TeH$218!xN9#t#yC1?bQ`Q>_eSHm>M?P@VVCo<rOi z@(->umbo^Z4=WG&_WP$pOO$H%8zJ$KT}^9?y>Ei!AvQU zw5_KpkzQu>jsNO;X~1ox50;?)jgNvrq)-xH7MItF z9cnvA{&U_joRUdr&kobV7>*Mt^ATE%E!H545py_yXHGv%+w5TtPR}^a8juY|Tf=fE zR4J&IqbWkv|9M)l5Vbg9-5AAyv1ZMPTDlp#sKH}O70V;Qu8bZK->Q?74J){!(&N|R z9dDaO9;x^;T*&FJtJvqKU0)Y=Q>R4Yf=ctf03-*u4lT=m+E&XK0oxX-vGq-Nr%@R5 zRu*{EzU>*!{cKW2_eu^gK`;5WxK^0*qg&ssvbT!fllDD^@T!L#GS z6OqPROYf8DwK*x2JwTGJWR4K`$zXs&Lb~F%{8E;c*7fcw>wZk5rBI*WXQq5KvezwK zISocq_m}Pu5~Bt%V|1&t^`tU+qf1bMbO}rF4V$Lq=BO2xsXcKQ?s$XqhEcoGzp_!K z(SoHzqm={qU-v7f4KrVa4&8JV{}kG2pZdq?cC{1MCQ-GBQ?T4YW7D5Eg*uvUcCVR9 zTXfgN@!?WKRDYPSHbZuVs*DCQpepm*S6zMQ4~>lYT<#)S9p9sMc#7%L?etyhqKC&?)*Io}wfT?Uk084)ti? z&a%j(WX7@|8d~uM)`NT%@{XH}*yS}B`BcDn_Z#Cxi(G$?XlK2?fj6*;YhPIaa%>Tg zs1o~bdo=`H6LY(39))hQ%YL1NV6fjC!0IImJ{j33tf2JCyw^bU6(3(j_q(Y#eMoMt zaaT~J{5kSeizXuV3RR*ePSvaygI(}Z7)%T9*k!0=hC6iiiz7a`z;$HONY3z5lf>}@ zCb9KR6>-?w&TSmSvNPYNd)TY*86Ir8i!WFohs|}oMM+glHPiN47-$K}BDeG!BF(H> zkOWhvymQV*VRH#>o+_9SUZhRbM~MvlSx&_965JkIoD+8&(*f`={NROWqA=*pvJ|J9 zdTzsJtxt2SHj8grh+nL782Fb&j;4s!ZWEsdOM~dk?t+4+v1e$`@7djNngtG=AJJa} zNW_xPiq-6zkITu471>M||A~oQa;Wn3Y>54=dkud|siI7nT$h1+3A_vqt`S;0K!9vo zm67NorIukvC!)$Pvo-BVHNL$yC8QOlZLpi~VWel*8E=~=Q1EZJ-s)1%;#jK4QItb? zG`1{`Np|d~N*2h4cP^boUQnys>nf$Y5*E|A)lXLFe&CuZ;14^<^{Oz(hyH{L zt6W?4&N{nT>befBxYkH5wbf}oV+A{L&CSbC2*2=^3K6;$waywe6NDi6*1+3ZOL{hr zYOoea?Cx@c5~jlB)O)u=z}V=xz?S9r+9|qxlCMSDxMw@V;luZ)zU^+lL#yw3!z%GM za=BWfD6Vl8{_{>1`w+D`=)7D-X)P+F40vG+4lR#j`^ii!uR#^y5!wA-V-jBTfuNOzydT#A zc+&2+F|GI5UHfcat#?kdfcsbd*Qw4`t&G-GF#R=ml7QIO&t3(b>@xklWPEvuC$1S8fo4H#ulJ zkP5h9tJFD@94B*@u)XUT%$X{H9|<#At|@VPrJSGD6g+7+N6fg=)Q&5%2CGnx;TqE1 ziHvbeU0NJ4k^h{sI<49wQGwm=_bRc0HQzZU;+=^!*(J-m5+1x~GvbzNCo7{VsB#O`^>!0nJ5A*6GVsntf~M;@HJ8J zDoGK|#ZUm2WpLtu?P_7+M+d6admN|+TvRBU(=oY%rNvX*J@2mf9UUiA$F z>>AC@OZ&{MV9eI*RC8qLxXar{^9iL*OZIc%I!6<1{;Ls`o&BKin#u7(WDEBLQm-NQ z)1ycK(r!KUR;X|Znm$?yz9r`U5J`*coSo3p_EBKn>UEg}|Dt~ZIb^7NMB243JhNUK^tL3Dz z($?-HD?in_Vj6_?WY8A7!y^YN!v0k}l*)fLb0mstq&8yoO-*$s=g5Ma(0(k|m_8-4 zt3{@*$8qlR?fahPE)&5=k@NWPK^T?g4~d0yACyE7lL=AWAD%+B^*?v3**<)SlHcnp zp`EM>+|78LVmm&2o7npVIscd|wJ!t#rQ2(?uLWpNC#}4fr^xY%yFUXe?2a2gz;?uC z&HxVJO6i#9uqa6cZl&M-^fmrZvO#M>gcwV>jRG?)gp~tv>@z^)=*Z)Oss($)A9+o& z2o=U02Y5*&NgSvlA=>l|j!rVr0_ekkNA-&a+0F%}I-@F6_J+>Ygn49GphPD`#c1&= zCG0Rndw|L*X~6bmR@Q{Myx=L}hEA8}iB;(wFCY@Ct%hXe| zz2ecEzp3RfqvBsKBT3yKuDKR$5w~h&N8&2#frJ^-r3TFe+BBiZHb}7F5h8LSG(CWH zt%ZYa_WT$uY8YiY!GFiITkct;&x9`F755Q4bm27-BJe}$^VC|HBI7X!71$6R57QD5 z0$2jp@eTV*(T|)`6arFw3=$vz?77Bi4XngH1zW`EvID9?sOU2Jv3Woi@!Mbn4BK&B zv@b|Rc%ZZvX46m-_*@*5^T;ucz8&djeIW4pOs)cOwQKCLj{mVFU+KkPi^~oTq|uLO zV3x{9;PVrq_iGkt7+SPzhmc6fdtILZ_ZV5hqML9Wsi5(5zZpS9#TY_!jSyE*y(;cQ zkC4i8G9WRo=JSB(b{&+GX2VXI(dbD81g$?M$?S7i+gD8Nvf^G=P&n0BB=;{EPII9U zQ?TWpKxY*GtZi5B4a#?uh;A={EPprPH=hf|y{F->o8#FRv^1f;U6jW)n#FDidSpW^ zGTz|?c*(Q=HXzn6sph963#TO*AUs1vk2h}SFUBO7lxihKhg^>5jvNALV zR#d@lA*H1%^`mZ4f~(0IYP&M5j6UISJ$VP)Up8y-UGqv4QNqdaWeX{87bzTB7Y{bd z>#LCrK{5!}UARWU1-~N&v*-bk+q0IyVoEi;fQk7zhCWt^nHDB}0}*c-J-5RaNe-_o zcTGV{NK!hjabX}b9DeQ~dxa1}saevGSx7f{Tv4_R3mHItlf5v5d!YSA9Vmoe*3sty zq?|I`P!L|IhTe}W!(3R@$p@QqPz2R$dcI-Or1^>wadcRPB+ST)x2qHFq19%O!Fbgr zQ6J@xC7R7n_5e^Us*7& zTK!cz`e*h1FB_xK?H%_GU;+oE9YdaI6_oRVCy*-Hg_H18@>8=>e9cYQKQle)ot@}j zL^c;43?nT&_(p_+3J8jkBeF?ZZK$evN$UA7F~|UTnlK+=%DQ?GV}w=Y2Btyki^S5`G$b!2zUnC&}ukcaBX-B6@(G+7zg7$X^X`CClfZhVVEpLO)Fc9H{g@unCvh=81H! z;ByWU00ExVMh3U+7i9jkRv+Ue*uAPwhkqEi2x8h8Dk-B$UijK#5pj|6jEk~Sb~n7t z@3%4B2?cLEWu`-9?HW836(P%ds`E@3O3U|#)4dl?dU(ORHsTWvM(x0@u`|#-87xD+ zLXuE|>-8pwAkvQh++TafFRV(MH7&Mb)M=w90>ff@@G{Dl)FLp&G0`;5B&q@y8_LBr z2slNOsa6YWdI}4zJZ^AVd{WdQ!5X#m!8gJlEobcNRo~2|)DoAq70Ubxr}C+>>j`!@ z^$%DRE|mzp+qG`N$+>ytE9j}d@Sv~^!A?BJBFNrLG4i~-5;|EDG5nS%NdenrfC{3` zl!?JIBn`||8fOqb50Bg^Dyz9m$yqt*1;61> z^>;FN0%Oy0pKGetJVj8z5wYResU8Y%V_4e;63KTd)fUdoWk310cy+jjW}>X475_Y* zt`A^?(>Z=K5@nw^y?IU+tNzPR2QdyY#c#GHxHHPl`o&*|2qr4AS>weqf}noZK&@-* zk^y|%WC#V9;O@x_I<2svve3wE{xZxf*V$A%gpBYnpZcC5`BP23{$p|wx3akIl(Iii zk%nS>M3LC8LKK66%%UI0pbN-5HBSV`h8bVp^qjf14<&z7ku3wE`F;y4C(hwf=Y8uz z8UXS>5)L?kx)ANkXrs#yCM6_3H=p?f4J$v!CKM!o=j_)4Dz;p@-mn!x>LPoS#3R)Z zLmNl|6jFj5hR7<&xR@2j^Yw!jj^$}E#PEGsIq=`}YOmSvjbLTbVs))u73}{M7Udkc z#o>n~?>S0z-Yzm^_;Vc07UDyXMLQE7G%+PssO0z{P69GIv2o6j4Y3(}vy({z-i8iX_a=R8{!Q@o!Y3=uozVF(qnDL%fMpCM>HXieX%WS%X z11+hX#{TR6dzEL^(TZ~;#QTPl9RaW=fBYO0Hbzu;ES&%dUS(5sJ*;ece7Dncri-NE z4u(P13RsZK2#_R3Wt+E_37uGPcBh~0U~qY8Nqw2AW?za z@SoA*~w!WFHdq;@X|zyvK_8|VZH zjKIV|k#N2>v7_eS7=rFm1RHhC&*?}|;nqhOF277!iYveBX3pCe=Q)Gv>ZwL6qPV<8 zi*n3AJlp2IFoYt6qY9fJfklS52Vz=nmjVMhl$5}lM@6|=CX~Mq;GV% zweVzO%qXq1GB9mwDO*@7p}~~d7PtHz=Ma<<0Nefspb?q;#6woSm{@hpx!Nj`yLg0M z9eB+}2d=pKDHrb-bckagnr@eIv$rXlA;IHRN^OK#dp{ELWfQtEhM4r`Z$;0#qZL;z%&R>IGYsE1yglk=-XOC={flExBKTuE zs|X>A?AM0!uBJbdG<|VAOjxqpE9?4d(XOU!v6}%+Wi{^OQHD!n%zyP`Se)lo-d~?6 zTeJ$bqC`*&Mz3xaK`CngCKj!f5B!_&E@Chi@Yb5HaZHA{;5)-gVqPLAelp7(sdlmV zH~+v+NIRumE25JoV9Ou=SJY8qdkTzFb*Fpromq3?%n(k}5Hean_>G=6x zsG=feQWiVDB5f`|-jrPp=GeyU9&;Rpqt^-@$EF6p<<9>e~4cI3JBKxf@42+m`6ogE>3|7q# zcM)&xE<;wIs$(O7iRcX)31q-CcajQR0hxE|Wb)~?4)KeDhzJk|&HuEG0F`p`g95yd zVrtDbpw}WcAz9rwShyaUvp;_t3H~qsaypqLQMgOOpaN+z6YzB8cs>?^*V5ihyzK-g zm-(}6KRGa6Fow##wxuLW%_o9NBx>~Hz>QQt4oJ91MO89D3KFW*chXj|c+C&i!d|eJ z#>1uVgfNx)w{8E^&uXxr3zW81c(X=$i|3<%`DsFqLG-jbTT0UU+Kb#eytQqwjqZ@C zf@Igm8(k#y^=mcJ_Qsy02CYInxx>y?BB1>zXJcTB9p_X&c$*ZbwtWxv;Fz771=*G}Mglhl-rHvfPHrQu99dJzs(1QD$Wj zZPiiV<45R&@7Xc-q?PAG&u?|ouS==CQ2sWuFtf_yUBG;_l!i%tIShN&AKr&Z2&c)IH}gdjY%%^YPK>} zt6LpT8uEvef1k@X+l}`k)8Rsld(v~k(mR~)zKAK;gDUa|PMg-N`_J+qtxB!H=9f_2 zLKMrv*0T)9lc$rALo0Ih|Y>1dNhh;+m+9x6Z60vyY?* z0dlHw#$C#xeFo1wp-R6I8L6C01N@GxldbHu*AG@F_lt1c3r#4~`{cB?&&SijV3zm8 z$X9B7QC?o^_k$h6>b{%P6+WKRBt0F_n)6q)%Hz7F5wjI|ylUqO^^k}TCC{L$Yf^Ho zO%+LSERTG((?*@fqYbvhb8V*w2&>biF%=o7)3J9Oa7u$c-$^rv?d$#gaC$9zu8lo+ z{nREdb0zXiJ$@XC4okCN02j!#!7i{7=VB&rXyYUj4_t+4s+?pfRw@HGZv+Pj>0ZLj zy{bIpy6&pj3g@FOaVRO)D#WLuUylqwPF7r)NPsIBuwh$=c!1Pml&5|>t$TvOb){{s zu|al_+@I*ORHxI0uBi0hT3@EQ3VTCE%l*T)a{PTMNq6-%q^26pv=>a82E)}?U0UYX zL7!0b#Gy|DU*H?Z1!r;OBG|Wnox{je5#&D*qIghIclr`meIHlsZcIxxzyo067xg9S zpAs;O3f}c$55^q?_UOE)h>E&IOu>!TW)3yIo=X308Ch9RYxcB79g#+29)(Ez)@yag zN&Pz#x8LO3FC0}28JZ%DleX>bfH~}hUCe0(TjUm4^86O#Usu%cpls$aqhefna2PYT z7?bHf8CKk6ghc+{xbFk;B37fPf5^;?~h91P>r5(XT1h zZWsk|y(SC`vu;s~?YJAI;ik2P81P-Dqld((PHSdw3gL}JGUuZ)KUX9Q}YL!?h_xFG6ct-cWu=*KNF|41#KfeS;job|DL zw+dfFi2*t;*4qJ$908z^Pukr_<_yZhY&bIT>?oIP>>Eos2>c_zau`zgdwWj*NTGz7 z2#3DYRBcGk+*0*dB+U78ISC9v^8U)Fi)W1IJXkZWPQ^@5P7g7w74M(l)Mu@~u2A!) zY6MTHdD|CAK1^fS@pC?6ZxC|WtfEVL`n4kX>`Z4@3^K-*pNkMyy)=myk9$pSvPOfZ< zN?Kl?9&B!j>eL;TqI4+>Yzoj}!hvdZB4A=_!U2auk%Bq5s;Qx=DX*cSDJyiMwEAnk)~E?`f9o$5hzG+vgdr{a4;_<@No&^ze7IUgWZQEcfQEH06!4;8%*R z`u8Shwa_UQQ)ujK2Tl6)zgGTab*Z0}$dB_*z z!B@K_@5kzW5f~nz?~>Ou!1zb&o}}-0!|(U9VWmXsXZQZM^?Ubwb>tb10)U*A zw~Uwbmmf&PsxiOH?R)Q~J7)etvwGzw@h>)@AE7=yaS)Vz6EE>~K_ln(^g?)9Z6b)C zWnO8ERYE}Eg7WRQ?eoeoeuE1~kZ>qR#pFp^Z=;(%o^hzcPtErN$0YxCW@Oa})?_-w zTK_^10J_Ee-Z5KMb%f&kXRUY!rbD0;w9#<`^|5RoChezfZC!iOh1#L|zQ(o7@bY6u z9YMu*>5BD$l&AO)zh0nenpU+7=c!)hsw!*nV;{q2X6+z7E7++FF9U*E#~~}>-p?nS z^GB=Jv)wzG#btR2u}wwsRJD3lCGJ2p#YZt{FB*A@hB7zz9!3S`+@2yMa)aKs_l<v@k~)CH{E{2o%0=jv`5+|Y|e`&sDF#>bH#rd7gbAt`tBEP+`AIh zQcZRtymW~I?4QYx^A*qPcJ?EkSSzl>7ZX8a`Ei89M(2?xNn&%uF$?`?ChQggn-DOF z7XPT$VY#J9Hc%+s*sdK0*_5jBa(nS2pEJRga&kGY3q;aVu(;aeP`%u{fMlZFKDyl~ zAYCP!p8E`sR=Y8+yNVqxXl}@5dA#)GpQ;eV57+#l0MZ^O(6;5>jOjqQzklg#uOUEH zM%mf6C)b3ekx*YXlrWE|enM7R5z8gjFM2^P3nZo~| zJ*A)Ib<;Aq#82%sl=Y?Z%{EejWso`ae%Q+K?m4qI^)kK_-;IdO^%vX?y3fJ}^X1C0`8|0yA2>Wyb_)PjiLEcknpAj+%$VX9<61KEmd_G zw!7NZn%}kZtQ*S(ORedHpWwFvn+MHk?x-Pv+td`BdtP2Te|a{~0Na1Urzoo2gRFZg zYbx)7NfHk%6#pklfp!;zG#mr}A^zK_t#5b2-A%P9xyjZEiy!3pL`aqf62u+J(Yna6 zssCsq)=zWYDh?|u-%@b`Yr2Pd+`T%U0@TNrfy~> zv&nM&8huP!B>2rfrk^ZP-zXfD9r$Jy8R7GVC7{UZrFN?V?mZT+Eb}? zSvi}dpCa;#O5&qpP|M7mipBRC#&vbJ%c@oLjc>xoQ7tw#QW1h^cRNguAx}y8S+Wz# zzHgq6#T?{K+-z|=3RxOykGBvaO(DK$YJ^jNg%#$p=P7BL%~Q12{Jn(Y>^r_3f3W5$ zaK8PWSs$&*cx?+m6|kmFfa%-_#-%*X%e-%Q8m9^RL*D=mO0J!E8#U(MK5CIwpb_4K z5vR%4S;`@JSm5|7F2p|`a_?e+@?jag=$Cb~jj}=f_m15(5UcnG#D>|}v-ok+p_GO% zt84ORk_MES28<&Yp5;f8@vUL{`jJa9-er8-`Bg9${;>~ZQAT;Zy0)w5->oz8`Z2B` z`?Y-m#drI7&>G$XvdKDFk&<-SwRKmZg^pL@w4;6Vn?wf+8Kio(`TF@z;rVvU8A#J% zFMd?Iu#c{fTWRCcKUGJiKQYNdc%KGk7K{g9AAL3R{G;a18eczA+M3z{sUNkCEV6Od7ah3)Y_^$RJ zDiupBuH=A@z~(>(Y*b{A8vWZ2FbR5Fbc}Qu;hn`<(d*}yi5^d*#;{M6_U=}%7~zIu z;&xKI+pa*z(#-O8+gi|`OUap7pvp!SIr~58WvqEgts19gXuEgE_%iifunl!nK>QaM7jFCBEDH2pkb4i?>Mo zz3SvfdOxl>zJ#A~u!+pYY0$I*WFBs!tl04>UjfYf;5VzvEK3?+3S0}jplXF>5T4H| z#z}-ScHnH*8l0rw8;87Il?8^Hmv+-w(=hq780hc3zo5Hb0wU_Gw+jYD-9)b;7{@Ea z^IXCpHa|#($1qU#zyzmH{rW7-()Qc5I`d4;3nI2HR8-)i$PUPkYrUHqR6H>r%ESC6 zGJ=PSCAyScCc&GxBLKeC-S;19h&w+>^U|0IXasBsJ#s#+dw&6YsTmJg_HBSZ6U8=C zugrCqYl=~`64pzB<71;d)ZmL>O}DgokuV!*7`F>t#)WdcfItxTQe zcn^A&h2Vs&yETPBkAT_#8fFRlZT-^O6v?AMc6^z~n!t4!%pR*9X7mruKs9)pTAt{( zcE9zE4Po7^MmKu1d5tmHCFo$rr@vk-$G(l#2Jv8nIJi8S$bPZr#@t33pECEMu{`lLV6P?|>(KbQ7N zdw%qOs{6>Wv{QiTX}#$q@}z&2Sl36Q1^7BzkqjU0J5XE)a=E(vtY+@x_8ykvo7Z{w zUX!RQc%u4dlK-nwjeTvyy>S!2M4|)o|MTAL@kt}cApjmV0e*`2ksBjSQ$t?)a485X zB~oGVBOE&ey&oHhInqm0)`MGOeKKI2gGAT?E_?U|F$M9#S>Zy*fCI0JgfZk!zK#l7 zsK=EX*)J%w&B=D*sdlxhD%ghNFQIH#(^qghdFYjhuu&g-@euXM73A^#YbLK zgT<RVZR`r(L!Pkth~<1YZSd#J?acr_8EM zb(^lRC*Ca?z--rT%gm75`*7+X#K|N*ojcRSDybPODSae@5A2v!>KOfZT7$pAPc}k+ zpF$&^LcX4&3l4GWjCuiGv#Fs~=vXgoxR=W`3%XwpcVx$wLhRhaj{O1x!;VOhIix`?Fkn2==@*C&q>gION#) z1?ReiA|kcIgmTz%CXw}|Pq;S5X=rKs#r%w6vfDFw z)5&rK=nza5FE#LtM?_=uPHWEeJ#T=BL)# zqt=Eb)|jP4VpyGN#+@T5ocNfNNX@SP8>0i)nQ>wZn)Z+*`4FdcvUWr`sD~#UsFj>7 z@z|%%L!5t+$vCr4qO-`IOij9h$`{<{`rUVigAZtACzBlR9gFF-4ZpS9Z{q_{S=ZHA zAt$L>#1r%*BcvT;r|oPfT>ehzhfU(p9OKlZ;7DtMoFX~(Of;5nIQEQ0x`|}5o-1$N zEDybA^p>uz$J)8?asSSRGVBee4K^fufd=zD8ulc~^7UKCui5$}nfI=_^WK=y_rZo> zh2=vT5A_SR_twoCr`b15nP4fV0TZI$I4f^smiDx&BSF@Uq@G<{mfUF4ZOC@O?VnxK z*01kg)%o_Thr|;p9vt`XA>~a%>s=VGI|I%V0;3uLJ0lVKKO=UO^LJ$BwMF6Guv5vi zsMWBkwQ~JaI>gyf|9*Y>w@m;~FM|cCA_%3!ueQXsy~Lf!;LRhUts-q~VRqcnMUjyb zM8Qy^!&st*P(JV!qP~ET*`zpP7J*V?$i41N9KWZ+XGDl%m;)m2?~!)ia7KV zu8kJZO~`vx$lqHWY{5iOZ_M8(ouOJZ-8B~7DMe)}OLa+0MRLbr61JY9ZXO_Xo*{{H zkPUDmt74$8BBHmV1@3Q1oMT7mO3BO}64C7dg;PS%LL#9?s(ToN_oS5VtP64L7homLHVy+>!-?9#G+8S8#SLIZ5>@hcCiNpN-9* zo)S47+ezMaMQB~=)%@7m41mYnMh^E(N}^3#V$UKq45Pt4Y^OdVsXS}~(CGj+z$nat zQmcjhO(3cpat%HX8emb_e;^@0KnJkgyf=PEQhI;@Rf`bgrkCQax6%>XCZ3oFY+grE z#Ewv>8P<{okS_!|)fIrD(GQLQ=iQqqlvJ-TwysjpPZuC9o+9jwO4eLa!IN+$-jkTz zoS00dlu7ughu#{0$VjwyCQZfkzXBP%n^v5>E-n9Bj3VMHJ$$~vvQ-Ua#CmY5-cE3eA>^$VjuT7Z@hJ{4l%>db}K7N^A~Ye0xeus-n{)@2&n8 zDQ0x2Q^grRB6(BFOq#!2>DzKbbn@56qMAMYrbp#0Bau$7wa-%K0lLIr*A>zG?^-c4 zX}>(bqooXi`|j0eMxvUJ`jfgN;-<*>t)DZ;)#ri0}%IS2b?3xk}RL(BaSj|Jn4*`>me^;mU8W&>A zneu&1ZrXzh1)yyd|F2gUXT*g!iQJ(Rg33_eSld$dM=;u2)4|5*-OD_AoPcSlg8A*} zy3ofDX(UWxqGYH~dTcl3SHl}2v2yu4&)6d?%smpw*%bJX-U_>MG|>HZVDTOL_xZ$u zE2K=NKGDcf)4uC9X;~OS{S|9jcCZ`fIgMBVeFG)K67V9k-Ov(dcn3VmZeRzBVB()! z-lC;PkP-Z3M~z#XrUVwMouy1rn7-GUqdTQv`!3{Th??HjqL;n5G3s~2y!g%|9@1u= zYXuQIp5c?A*RmTzI+U(qmXC|K7*W|<$MS-WTh*vfW0fJj(py-GjA!0P{`AvKh7fA( z`SFR)oFe*K{@f{UqD?O6pCNjd=n2l#gCmAB#FPCL>mKCmeGM&ylXsxC z$vFGSY@_#XHyRsj|0U&_ZB8mvC80^w~t>HOL?C35RpVK!ce zA#2Ip2ME^3{4|qPdgrGehqTKhO&*Yd?WWU(#-=~F^x&-Qp z110P@+48O@cBD9my~kHkXJ%clQCiY`SHDgRQW^4>_0up6Uh9k}4z{g?$CSp}>%DTu zMAjbv2G%t%&L`*g!%c7{RfOYepkBskR{qRG1|Ethso0}L56Q-uA>ObNSGf-pc0q`j zMoRFHzO2}a@{X&r;>pH$NM2i3`MBer{Xe;v{k0LpX_STcD7Fc@wEQKHOsNV?4ZGCc zJI-LB4=`14ciQyN0aXeq+sU-My1X@+RcmV-57grKuB%J4gM+25KmTfLbiD_Eo!D>8 zELPSQY8y>Sl^kCUOjLb7y){3)!PqI(@$dx}LxItmY{fI^%N)T;DZ=;xcSph&UCRT} zUg^x4FygtJfCilEb4_4DRs9* z4=*K)y|VY2-7ZnyHYaiT+y&=_JdOA~Od1uXt-!YS?=8MgX0w2)wPvrJgIe*FTVq-s z%1iHChC~YCvY9Qe)cggH^M8mH<#{+O_E|y?wdbg|_7rsmDe>hroDd62^`-wCA}N zy|uWHB{Cg%E9maxzu6Ov_5ahfPSiTj{1|=;Yf1dER8O*P8JJVcC2-Sj8z299TD%%l zS64T~FwZ$Es@rW4EIac!e^o$t%iSIiHto4F6`;jnn-lSa!D$CI*l)|q{ijUTl?O#IcsD1 zEXgbxSs!hH9f9d@x(sQY9!M$+N+{y~lQptNrKymU;myK*T_HPXLkX(bYaRPc0&LM0 z2UIf6D+N2*9$Q$Jz|9EH$aUjxKoRfit^IFV+pS6hvZmuZ4+{UrZMOEBqi-a*<>twE zD}{_uz41}HM1|qb@-X8x&Vel};K;{@WMRLLH&eYHLNnMuvq3+cy{bIk&0TrO)SV~} zH|U;Bjnbg?is2S(Vc!qh+5YL3k8GHE9D)?hWzUMAe~9}W*$r23pTfs+&UU}ZMKXOh zaoixS)re@hvLh5%`=eXoEDOtWJ*slxQ#klo*=q88TgT~x_lP=CVn)eL%HJGZ?|j8n z`TE{BK}c|uvhVrnr|H+wZY3arO<6(wu}xanwLhWnO03S(?gU)|up!N@twX?w$!7`i zy51g}sLrFq=Y$_%xc@}EvtKV6JLI{gKgHhl?(fk9LPbH-5~GM9WOUSY!d}TowCDW6 zZp}&njbApFs0Y=p$MR^s%Vy=kudui|nCy2bQnz?LuQMDt##S)5wO!&sT76fK2ekh%zr4>4$G6A`NH|D4#Ky<7bAYIGwwoh9ElIN!AsgYAJYQ?D z?3|~W&mdEFV3_Gjvy?ixQdg@%k=nJ|ch~OjV?;{pRm%?ZZ<}ZNtW~zIPr&h}#JeQv zM>3^z3-VdfhP=B;vp*5Iei5j||31o1l|FU7>93UI{hXW})C%v*7Gp(54RjpCPR3ID zC_~x3D39GPo$E@(rYc@X3ro>U_I~sHNL;^>%h2LWg#!`r`Du{xy=i2%0-MDGi@^Ie z3!&d&mGB7{sVEysXeT8B7-)v0qJ^(42$#A<*s}m%zlKS#`!QkjK{qkQ0$rE}lzjDP z@G~^|A`=YYXT-;ase#w3M}@$PnuJ-JM2a2(fFK10AkBptm|3$cv4I??i>;|j3N48( ztxSLm;UQ2bG+QSqUeg(1#k~Nl+`+4G0%UrG?5zV?>h_n46f*@YK)VYgs#o}GSXkiX zw-W)U2}uFR8^I^g1LoiI!REy+Hjpu>gt*FA$cbl2CB!JDocIVVd>P9jqcbRzEWk?z z_FqoT#h;vUP&VxmM{rYL?%`ve6Kam~0b~On@wIp8wV%^L%L~OT29isSEZNg7o}q!1bpW-?;5Uf-dkO`>jTUy?9qD)(;Wj8D zG2A7=vx}8sl7J`Jb-4?N+7FM34|k9gdlWKR$d}uwn|lO{5l8?GhL7$Kc_7<^Qj=1} zXUXGD!?T#hv(VW@F63k8#Ia7vu~?iFu8Sg@NU@mDvkIr%9&D%RQIJb^l3BWwiMkhp zSaq%ROw0ddUIwy4-GXqAfZ&>1m&qbJOKlenuOl|2Y@IhAi|?nT8z@&Z!2c$^B{pg{ zyJ;3uv^qHU1w>dcNN+Z6vZ)rzhi;xeqEjp~|X?CSc?pU;H~RD}JPIOnpr)0c|VL z6w<!lY@Gv`h%fnRaMv`W*J2*(Qi)v4 zXVo$&muZW(Z9LYTd>h4-fX=jl!xDkx55QsEw2Lkpi_RK_3DtZTU`Qe}Nit7K5)EL# zV^Rehv;tl{-G5#*=w`##9mZ!%G=IwCAKbh*VqM~RVZvd=I0C3u+OW>pv7YrVldVng zBr{IH>4**Xi1ydfh7z>Q$p58v4x%LtLKwoi7_*St(103KJ!PO;O=gVd^h%q)y%PiK zs4cv0M4@uTp|U+jUzV>{Zp^AuxveFQO@^>wOQ^YX45J+(NE>(Uf>#W9eD zL-2vm(*6lk6Fc8}Dvdf7=4fIg|Mc1^<=Vgp$Xts&qRg9WtOvq^)-4hl$HA_jeFzaN zBMeOku}XZnUVPbJXFL2YmW*+#d~K{e{D!GlF{YN5rFYbQXC(MwZ=g;XQJyAHD%IUr zRRSK~4vH7;MkL%RGTQm@**{(SrUCsX$?A0t>(7Tz`8yI${V2u?(j^}U6~V}|W331E>}@y;+@cP41pY3@E6fZZZx?z_Bh#2l-Lbb{(BC)+hA z@2#jhP<+iBH`oWYA6m!3!&an$J$MO?#jVnk14*PL;M}_C%5;7ns0`bP@0a>LC zftrF5=Cy0{2Civi?|M)0d<2dCqwR~DGhza_4?bNUJDVOpRos)9L>plp5qn)aQd=C& zAf-Pw7L>*q%nCKM3D>{^VPNiKz+VcuGo1kdAA!S~(6g1`A?9E^NxW?3d0`My5>)%!sEM6k@#JwHpl?cuwV2Q=2;F=2ru9P$WsLHH%1Zah(Hg@WfN;CH52-G9=v$&FBjiZ?@a4y_ z=+~5e*NMyP$jH}NONbbxoW!f3(a!pV!^A_)HGm(O^o6RRl&hd&EmUz_flSk6l{yW# zs$nQ_j=x(D#P;_Z*x#T`NK6t-JcFuwQ+xA6Q4m74#5)J#lNWoeuiK3 zWJbNU>$){y8oa zZ@e->ii^$_7ZIWNhd$k^)I9>+Jt~zu>J*c7Gxl%d%&q7}F}_EcXT>VJR*2`bhQOs0l36 z??fRRvVmz&ViZAB535EkU*cbz@9?tMj(>A-yFI_B)V5C7CaG`{TTRMI{Yk1 z0N%6l;c3dj(wYgPP!;+=<-(^3>@)1MB|BvykP1g}^GNaZNU`%Tht6#a+mi?@c_2)7 zg;jNF|o1>+ZEf9yJ?Q&|n+b&+{!`?NIV7Tiv z>+4E8^NlBsMxaq0A5}rGt3XUlVq>D8ZSu_~`b^LxjUU@FQmH$^hffbDw8S~UpU-Q| z!Mtbn>^#Bu@Uooi2<2mSu00iT_(xUdCX$G5&B3JaW{J>wga?-U=beMQzlm&6e~ilx zUYlZuD^CRRQh$Ws*=ugS#BrDfZA`)RH(xueJ{1{I-f^pP53|Sly2uE1o2R$8#4(^; zLezeQ$IhGn>In5(=>E50LwX15B~HSjhxxYP)w1lzzZo;xb3vfkdV}Bc zKGpMYq`?1C?Fs&m=hLk58YeyBuyBcU5TmryeuF=}*V5+<2bj#g@oP3M=n;EMld1h0 z=Y91$afzc42mAKDDwvYBjJ3*Lv;y$EDoC(M16$)cR-XN5`4Wd3M-8S zt?ms&VGDzA)IC&e1v%=Q(Q>uAktce%S&$*N_V!WNGYPeA8sA*psoU&Kj{5-qjT>Za z{GQ@X&Wkiot!E^n>h<_K{?`*dUTz5LZ&|9RjaH$T;;Gwy-+lRA%G#5-+DrsXO3&zy zjZwJ3y^YS#y+pXK>%Uj=4g#q@w_5vn@1G{+)fg`Q4b_@+X$p6pt%sKGERU~*@M71{ z`;tzUTvsL#NwRiA*$;$vQ=!UeDp3+`Rd0GGhaNFypS)h z&BqUL41Fv+coaM9-Cu4%(n{==h4*$Q!efVN?0@2aEbNb@yY1efA$}7ulq-yU&g`f! zB6qRz`dbwu#~#~ZP0OI2tlEMuXxtePe(Azmt_z%9m*?WTGI8DeA$Ki-_kTWYZn$DQ zk8D9wF3Jy;oLzQ1?uf>xRmYj1V>`7{1Jha+nh=o9V(ZiHXQqxJfZc+kBbnGu&r)JF zX}h2FHbj|=Ka1i}H>Y3dDz_?fdPRE4ZF!Z#EO`I;UG~b;Kz)U@dN*2z=QAZ<|56xS z8R8_&mouncr4gUEB4$dE^xHIj$h$HQki`Z9`kvbgp*R~Lao99N8EmO~WGT65tu2j@ zYP|(#gw`NN05mID1(7C#W(ljfLbh;K%3U#@=ATluU0dF)9!${+{JL@BxB`|&FgJ*| z`wsCQNiBgxofGG>hmOi|iF{|zXj0^%K#BI&(H8J>oa)&D^hndZT3Ng#j`dQfdg*p$ zaQe(kCdoA|@F;*VRPwxOmR;Q3Mz(Ta%+h=juSyd{{Ij$mu7?gs1|~@HPWZ2)By~BmG1U0b$2Jg;|w|L(Gp|Kn`7(NE&nijU^x$AgklLmJk2hrKOr9*-sUH{LAPI zO6IV?`+H>Bu`yxXlfB$<${xmf&AB@%x9+~VSEVgjWA{O7@Ee)-XcohL{+*{?1Y=_C zCNmn{8|JQ4pcP$cG`O~l`A|-}5-~GW3>UgcyuvcUjrm+J+7WX1(v%ur=E*Gv%L{&P z_T>o12RTC6qu{YYZ=qSAdV6Y#5u@rzv@c~p5O_7f#sEg<4Z00TV+q`{$!O~3`iPMh z-qCWQo$=z$;&m!R_T0Q(V9Z-{cW4We!QheO`?jSe9tF^-k1@yR&z8tk1chR}F#zlx z)EFu?h_mj)dpg)0S!S}SZB?38l$STXNH@=Ih5H14`=SfSFV(=dSmhZCgx}b8DJWO#r9bxy88F4GICtN&2$-F{c@X?% zDyOaFWPC3s)xe&NU}&a$7}|NE2>*dH`gXu^HhHJyLhP%`C z`VZ9z$o6Nht`!`4S6|->F=5970>PugNCJ=t>!Kuod;hAQ2&cF?E!kkl9qd?mn^nj$ zwqpnD7)|6&<7vB2*YB%S0nvHm!yG(xCToB9tp2ZP^wpc0||Rf zG>q3u114FiI6stV&h}{i$EBgWx`ZC(d)L4L6hS9xv#varT^7S$f-;`zCRly$nGB}3 zZMY}*XSgm_joIU_Nax+*Y2LK?XWPzIL`}-hr`qAC`_PSUeIQfwBo-m=L%( z5Lq7+WV4qW_P6GD$f@QL^1 z9*U?cQT@yd$AM45^^+4aiez1M`Qs6~+r>V1#0wW!M8gO9YZJKE?v58u-e3~o>gNHT zIX3MnCqxh9&wYANoDn`FV$fk$f=Lg5o{_u}HYFk)+BYDIjn-4_UuARu4(zYuNFe3o znHPH;Y5xz1YrVE}f(6$4K~pgT$>v$n=4cAeF1!KzAeoR#4{#2|0d^puSb8ArNhi=` zFCkzz6qK}{bAq@b_UugbI&EBK3fb!9m`=(yh}bL}wWrv2R**cp$gly<$9*Ea{fl?` zOP{fRvP)4|43*661f%mnBHv1nP}JB_a6bC4Fj=`l4E1_!TdzFTZ_3)Fsvd9tfo?|0_Zy})5L+uG($}j2jwP6WsHp?bgv~cuBEi`DvcC90Q=5^ zCuW=`#YT^%{CB-a@UYU7bNRsYr-Ac;2mqaBmyx?G`Gk#&l3D~R z%*b9AIR0BUF;0GFtlSD*fpuaKC6XNcSS+!_HR<_G82S=xjfV3I-2PTF3G7)PiIr@Y zmAP#YFw{RySLExkzZFR$5E)Lt=s{DUbAcd=nOcxbqmI*Mc?h_PQSjBf%-Z|hufGfe z`FTQLqF^ETRvrR>^Cy@Jl*|Ge^Bmd)E9uppah=U|vbn|sToG#Q)9lr$*Un{D%u_6m zf$07*s;=2?NwC#|-ajU6vNP(`won8gaK-^4%T zKv@u3Qidb2P9arEN5M#AnV&j#=_cZdx87`UoHkh!L=QI*);V_MLH#QQHB1Ywy|u4i zIHXlsBon~=6Obx%PKz^Lof@efWksP=gwnn$QL;&S+!*Rti>2MBS>oY3sf^Dn(_W{~ z!ZyF!EZU0FTd2nQqA|kNXmgp8$7$%KQ+X_MEMhG#Z`b_Kdals=pz&%mGgJ<6_I1F< zW+)r5(Nv5ae&Y&E{`sLE7P->M6u4M?EKa~7QrYE@1kis>rXHCLa*1LYeqjwRoW(Jk z#nq3mo<&B171w zO+LU=M?`-t4}X+pdzosx&|1@rKvMbWsQw(GeP;`u_g(NBU5|J;3kc5Kn~p#MSs5jd}&3{qI6=Kjn4>?k#MBH~@)? zLAdFlHOOI?X^_Z*0dsP=b0;*XqU`SUh9ltHis83@aeGa>f9X;WTeGdzOPisy0N{4u zjySLpSii8npI`RuaST|-$nV}bm;k>wbsL{_i>mjUp9<(IzAVjXfY6=-Jd#j1 zmJlte;ITRM9<7i8bI#*%X%jpKyco%V{+Pi-h2d_Q{F{4Cp=8x9v$cA!(pfG7Rr`j$R~%h&_evG$q3|g@{MH z#`%}P@Es`QsL)}6LLArZGJyUI62P&f0D_bun#yo=WhDsuh@TJU#v=6O|4EK9(mI)&ME#HC*z`$5n*Q)_#z)FA zhH%EfeDV>2Q7MVRZGxm}rs=%=Sa{377K-976y<4%lu3#Ti7eK_brA}hc|4v!&(7XG zH$6A*HJ)299?KtGHy%5`PyM%h4uC%Z0H^?dW&oKgv&_9e^QGodX~!+UVq+I0GC(gi z-&j)c4{#|`c#q#tKR5$lHC&y(AJm8dez!daXg?M53%6Ozr{>@EFg?B_I2oWcY4(PC zO+QyZIa;s(EjjkKBKn%K!^qcvb$ z+Ks+}&5ez-jz5A6o+Sh+&8<~TTTfuqSo^xS^CP0$w!#9|KaWi@^$#o8iQP$q8umcJ zX2->s>h0=NNc4T{$Qr!iSp!rxR$ERKdBcWtCv7w7zP%v$2W5$=syv)dM-mql-@-)) z8=`42!0CDl!(vm>E6esA9^S=EK3fV3ZSO%D1pO;>CGJBx)bOF|EU>H^j+MJ@-_rLL zDgr81?4ENy>m^L*rW8t0Xx*qh+<#H4o?aB2@k>HqU(<)e?xp+(y=uGM*jqIUmY|C? z)dos;I#IbAkuMPsuv0r7mUSy@9Ix3i^BIy^#{;IzHJPtnMpHwwkCV~MK-3TTv>{zKZv8^RStd8ltZ6BDJUh8s*S=mV5I_v^;O5k)*$9jgR2uxwX8q zeLr0pR`JaqcX4Tbu%_v_Z!Mb{#kF5k8va4L`HIyQ|)`)xeV2N{GCmykVC?x}tkXqC0Z z$OC#!CM~-7gqYI2O(o%Ys~LkKx8YP(o}bDz-r>TzcRdW!mxn!=*AHTYADIPp&4*~Z zhZhv87Z5zfF69fH7_mEAQDHAj(#h#r-wv?+JjnQ^G}<=xl6<>jDzAJO;Wm-vE-}uo zoIH0e`8cb=A9sSk?wNZG%>2wH=%_OmYtb;eOLrgq2@faLU*VkFd|$O4UjAsl`S#SE zmzi&aSBOm_vRD<5-*p@=4(@N0i(}FPI%jE)A}=K&Yxj0k&8P#fou;#Epx%Ht5(ULD zZcfN0Sv}8An(Ge|_bFx24_AX_jtrzDcP^T`$!0_?&m;jak|`wD8B;sM9!JS1{JdQ~ zZul?GhYhYB@qy%nH@xYl?#L0K=Y~P?hOVLug~7%-FZnJet^J{FbdU7PIQb)YZ!C=^ye-FJ^1+NmL)wOP``q3PRq->KP!dH~;J; zhJraVs{4_e*A3b?i>2w^Y+@4*4$2g(b5V-Lg_l{tOwI0hg(fqZCfg_s>+H1kE^%x6 z;S}Q4G7sP-`xxaYUGG-vGJIsmFnFtb>m^H$vij+cEWl6i?lV@+qJl;Y;1md1=#AAM z>o80|J`+qN*AfqN4=AQTQLFdu7cYaEh-Zyss~38X|EWKWZVWx-G{r#m=-a9#OW`W8 zo4Y?U`Nx-gAzzV-p?9gDz~qOe(cF9D?~1USESG(wa1r2v%cY7XUii+V7NJ;^`BJ=x z$ufrjsE-v4g=q;{#6h)iZK}SVao)oa8HB6zLS{m}FY_&@*|U?*KdY=lox>K$C74g~KsTs%)L z{5E^g>0o%s56Wq5{W#89%=Borof7ZRLKl`EA7%=k@=-I&Dw8ZRvysk^yadv-lc;@& zaWljFBo2V}16^q+4leVqgO)4J1>13{4X~uc>R$a?D?Y@9i}pyn#xUIpjYJ z8ASzg4Hy)x!~% zK?^`(Wv0CWW$P$#-*vxZ3@$AW8@&uLqNWX}1Ajy!NxRue>tbUE>C-A&8GyUAE>Ec7 zJ%2zeakJkyW$U47`Pf^wj5RL~qNY_Ry|5{^YyIu_XNU9qZxIrI^rtE=4RVW6NQO(& zzqIzpt&~Jpck&ZkZytC&PutICCd9Dt?A4m4*Q_zJ0`T#^;5y0BenpDrd(=FBM8K`O z7o%B2wqh0Y%2#m_C2g$0Tn!)=v5Ba#HC!-EW;**%NLoxcJNF^CFR@gICv(SY+L#pI zA%L8QUXnqk5m}IKA7=VTDzR}|UcwYiiMs0SyEyD%&Qy0{)IprHjLOHPTdVD%21QD8 zODyxu*rB?ASJSDh#Dx!fsU~*ZT@UDEpg1$x*t&9vt}z#V(ethNPI7NYkN5SH#xgc^&(|^ zw&HG8+(?^t_q6PI?7?%KBKkxwrSDxM`25#nsrh21Fk(=|vBmoob$y>FveThX-$tE7 zN^C0Z+7Z2(JJ+#Q8!9t5dp#fXt_^b2ndsE$*5=-@Z_87RvUr6EiKOI|WP6z`D{~Y5 zWp$2{Si(nAcbU zr5{%_N!lv%$-8CMighY}-Ci(FB#AWVXP+j^J_L=Om`E+4;yl}YH|MiUeF=F2_|c|> zTyCq@_~RgDM7!L^TWz!c__jSSMf%A36G^azeEz+y!?*lV#$JWYL;kqXqFyv5l?JFH z`%Ati(&XRD*3a>RrTvTgp6S{yWl_R_-@hF(WaB17CCex@&Mecshfh~-h_paSVqfj~ zfGNzb#}nx(ra;9ZIhs=epkfQlMC_Up9`vpbav(H5JZ1r?A&1fxQ!NUk(&I%_dhQ|tw$MM5RlVMkf6B0CTTqOZA$Kld z#&qmNI%;E-l`d?oWI-j@i+B(t6cX<98?DP~jQ0bz&R{xQ6>zJF=oDt^gzYR5e(dr7 zX8EoJGTP+Tltkj)hDtz%nG$iGP{#Jb)H(jin(>+}W_GYmO<{m9@y1q^1ql$sdgUIa zqmaq85y#x4Aq%z2cxSU3(T51!rV6FbgUxvu_wdP93OF3j;gV+`KU#t49L> zA(-t_S=%#0y!iN?y>g)IJx~g+YP*B_RbbCfl4tb-UhgS@hFt5FW^$__6PI#nY9REe zil@a!t@OkJ1am?Jw8><+cVJNA#P@qD~A?-Q!a%~1b z_6gYk(A>q=vSUBF9FzGAks+S-o4lr<6J#({zKO&pLZf2g*e|NGL6&PrqBvhpMAX9D zlTP5t{XK62n^_Fj!@r~65relUQ?h07XLMKLlrBdqtL;xr3ds0A{Yf+qpXF;?vDy)U zW~8>E%OFZCEPa{gP#9b2HXYPWtLSAoOgU+`9Npz%s2G#t?g#0fGIX9-o<4ldb{|z1 zTuN-a$yIwuo_=S?!|c1rp5bLQC!xu6&80cKa$;Qr#F$HwReQfXvp`!P(_t8kn{K)pcASCb6Z zk?DUp5&)7&SPjYZpOs_TIiNUZARLwo%SbErn@0 z_>_|*dL_`$bVVxUH1@T5l&oKw;&7i67C2`Ju=cYtb9_sV!n%;`QQ^j7n<8H}b?*?v zg%*i@=+PgIBsQs(0<+8+9fu%rBX@2PaQd+9n3sPe5b->C+|hZ}LWy*@b1?T!1>F_W zL%Rrl3vWL09_itiDL133w0PWTzHKdHQ;)vqQ@};7)_*GYz}ugv#JA=BN%UMjSn5!h>RT3Y|P$4On}V#p5;(zr_v9wWzIV62azUFXqmwf&5fvA8h@&J@r2#g-A&o{sY7 z0Vj@v(^L#kqK>-+;+P2a*fDLbk^;_OV`c+$!omgS7Y5Q|m@DvaUtWqoLT-UjZQ(8= z{~xUNR}oa7Ab1GpZH318a@Sfv4$@fpm?~K_KHKSd@hSkIu+CVwNK68?0flc2Cn>RH zLMvzFJ_-VRn)4?URC6KPP{RhKAUOu7|H*g|{jL?uT<%8GdW?}ZY#XPmyE@O!r(e>WgtwD%?)LLgu_ z2!-6DDQ}V-o%DT4eJtU;gui{WgiL`Tr81ikz=|W3bo^qR*4cznH;nSdD6Es%^4ckp zJ%#_Z8~pIPXOTcR@hWW-J#bZNkxNL)nCDRXiTPHY(vnB_SG1EeB9cdZpKKmJ)nJ%9 zMthB!-I;%{K(tfjymm4~6aB9LWWPkZ0c^poL~_9HhPJGx#c)E1F&L|%b6w{;85l_i zz1(tNe+nrdTJdd+V7Qyp)hvNgT(-s8Uax(0VlVAy8d04nh3PSNNp2xHVd(m{oTa5u6(3gq|@td-2il$Si z0$%E%R*wR;Zl6+FM2;nNuW)OYG>KhMp2=g74;juT?dqDNfa{cyr{a6#;~Thg z^4P|kYMKY9t}8Ta?>QmRV3%k~+eEc$0u`|?d>=eC{oErvFk2rYXDE22`1V?=Xif)FIK>NLs~0v}%L zPQnBVVdG@Yr*L%kU~2Qls{1RA48~VRpE-7?-&fZ@+ZJNDh;m(XGJw*#Z;v(w#Sj$` zWrRlUeN$w9G!!JD42#nq2%$oZJ}Qh>P)S9S*O(r(TneMEl-4|id3bxdUH|~AD8y+B zL1&Hw&O@c{?!HrF`IP1oDax94zwa z!Pt<#YMutXU8@FmpvppRpJvV2*HHPRCAUO(e%x|`4iuc>-q#9cW%c+#NaXfpqlt zA|})EmTg$v5kXz^AzqeQe4Q6DMF9j04}ZjF6`5X2kH)T8f=>u60|&5Yuvoti0j$bR zES57nGzQaw7)*gpG%>c?^R8=tQNJ-iPx`0=?*;Nr{P>}8vH~n;-rL+l3gS4B)Vqrp zHc3WdJ6T6@R^=%KDcr7_R$;lX&K;{A7808fl{%J?4cSzL*pYygWt?!2&V92H$+GT3sHT-Fq-+q2t!&J9$3tud zv)hFgR_r4)RWo9lp=%F}i69<1-D@|{7ewN{t$!3+= z&#f7FAGuTHY0Wo-h48LK8ruEaA)<>eI2Wln_Za;O*)m&^3PC-n7>;?Me9SK_fVZ)Z zzLgDRV+Sx2S??rAZo#=diwR{sk~=3aBHzl?8*j%+nI#&6o=s;oT-3mUph6HH<@Uqz zTR?vk(Uxf2b-;;RkzNtiyW+0(4=a zvdqFB!Rb=tn@9gpoD)+@+SPb`3mLTH-wm|${~O=nd%PEcsr;EbyK0cuPVE{2omhU#AYX>W0!aAw=;qJ5en)IDU|aM40&!)I)OeQ0VfC1^}K@q^ov_@6c91s z2Z0rQG>SqW&sP8jx)qP`^(c;>$0!X`X)*nwbX7nan;^u(Hp{){Ze@6U>REOQDvGC0 zzWF68hIWwL#X}|i#g2PA|9bkncFg7O#$OZ8Np7-UGN+MbPc@!#doN0Q_USJ?&a5uuqNpG%~wOOr$sA8$| zV!5i@6i#$%EGSLWLSz^!`lQH|jX|U6DTJ$S<&#Z^pa^8EiBmsDfF_?&OFi%E1~;3x ztA_B_?ofCGg8PcACOvy?2Jh$Xb!K}ul%^?>v|{(s6PH|SjNnFVdATL0hkNqjp4@j} zM*JYtM@x0;g8};_J7F3G|&$hXd+dZTn%%ulA-U z?F`WjFl{QYm$&ev9Rd?l(Wc+@uv#;rK;U9?c z)ALBt=_+5fLo3?{)y~_4waYAo{P5q4%f6nByr)ZWFw!9(S%2>Ee7b*B`A|isUMd9& zJs>si@1*kvTj@*ZgE+ej8Fy|7Tun^SUn)()+rM0S0wvd!#2`bIAk-?o=aY&8HHGi~ zDLQzgDD4@{Llg*S=W|$!mDkCys!HUK)1Z{_higuOoHCE#)*hKoG^2F%=xY=aF5ZTk z8*7;x6ZhOgu1CHr#O2CPCiC|*EiD?RgC;GBFz>CZE<;jW-zGEPJSNp-Nwt5}yz?~) zp@mq1$N(vIjyoRe-}RxT2Hs0YY$QM#4w@;jod9h%W1#s`kdO;Wp8u}?W_vwvSqiL2 zPgyQ?0S{ocl((F8P`CMn1yIvfU`C5MZSrmsebj~2d2T_e$353w|Mgk6-@w9q*EH1T z1-(#H0lViNdK_h}lNi}4ZM*gObXE?#XmN&2 zCNmuSPMCjO;GKaJ&I*^p&0cl;)u$N5G8i8oqZjAro0BbhKHW@wJn^mLQ=WZ|iMprN z)6D@5WnWx*+43(O2f-I%0+SLnH@L~IWhGWt$P+uF9TwBavZ$cL2#KVNYXKh=@sD2T zFB@&^WFuj{QSDddjTgX_#V$M67a>R{+(>6H;O!-0bg^*|G4{Az#ca3nV+g!c&!tJ9 zgWnKPiK=4H#oozO(HXYCV;xd^pB83_ne^F0oSY+}?q(}RU{Px|9XY~K)I0+f*>(dO zTLOt9qNBe3x(kUHRU7P&AzU#@Bfm~S+NvM52O?1iUb3-?Hdy`Zxp6YQ0WN-PZ+L($ zn>n|J@^Y{~6;BxvUH-{!wv#Efh1hde7yTNSSX9i!O~tOq>OREDp(0F97kcwJ;^vt) zW5trU#ockeXU5r4_AR6DU<>YXqEDq>)p1(7MB2_g=%L~g;=^eATu@3W0~D{)$A+>&O>P` zPz-oBoOsy_U=qv5L*Zj{SH_9^PJUbFr3b^hg~yHL(^BDGd-f_`o@)l3?gkI4TW<;V za^{^-X_)U8mL)IR&wbz1p?=Z*|Hb{>N;+ffX#oJd|3B5S|HA#&J=qg{KVR>xS(zqT zSy>~i;Dwo`*m(y1!Rnx%lk7^wV z+fP%$?;1K~WPsYcnR^icfSd133PK=&(lUVW6`0qa?r$5Unblbpt zQ+NPy9d1(6OoJdcew zq{v4&K(+E%a%U6@c4EQLvcS}yKd^CKQ&3_`P7D3mEpK|pt*6H2UJf6)=37{sTNWVC zIhzuva7$nj?Jwi#Xpbw40Xa4fbZ@T*_|&ll)wTg~Q*{jrkbJsu+ZyLiQ$nB3Ze^;$ zFEDhz=#Y3@m~uy7Tj7s1-{N9bwn0_{szYl)(muSMDD1kgxg9rzN7v6YeidwY&R)n% z@bS~IWTa6VozV7VcO&%7Q&iI$!CM&<=vz04krUa$8YL~_t^;y|ow{cs#(zzX2<7JlU=2|u!&#qu;PbtCMyD>L+l1p>hc1ZaTrRHWMwj;> zf-)3~9OPF{o$7O>-Q}-tUj@c{V6l#MV`k_|IJmYexVt{-(CVOJDbLyI2>P#_h4`nh z&6E8!2;j=Yxku&DT;1vCqyt*oBGuorj03D=;U1821{}6SItus$t+(I6 z-(=`NDm=&@JmVcs9P1)J5(||b*qp>OP>3Z!@@A~hJ$y0?>=%>Qx`+7Ni*z2uSs8WK z^flr|&s|h`OP%_?HG6zyyMJOC=pT;34oa@sMxyrX55|M=6rSlPRM*M}S?_S~Ino5DSYM@>u&=z>GwHpoDhy`+!WkcLd1K_TvX=zgXL-`nExv@0}oTf;W5AdR1X zS%c(M@N&x~OOWq`%6ZZeItj9o+qaG~yaB`IUWc}QxANI1dfu@HHBQ5UeZvEDZAV27 zYrUphkC23-{mxXsi+y#!qiAqSd?tYc@ghne`*u({V@GaMrR?#VeBm2gGH5dB3HLUo z+id@aK@Z>V=6w@&JZfp72W0)I){vcQ4H%LvN+{Q{#TwbkhG#}o@ZWYNLb;x5{+xVl zqrhy71h^;tT&l~xH0GQf7<=#!A8&JU!Rjdfq+-cV6kreLW;hX@%$W{tKMycaY`W5& zgtkR76^VAa6xr(e+x@8d z_8n>c95P(AL&U^~sxYsF4DqMFg?~YNQRq()v->;$qW+-_`qB{x?F6*vpm7ay(^%x9 z4>O723Gn#%2<|egUQuKxt>qFjexDwV-=F&0hCTHuI&Iy0htsKN# z#+rcwA>kJB^yOltFC&NVI@(rpQ*_c?VW}y7Q^i&HiEVt1;K;7mlCw;kVDQZ=YwrxL zw$05&MNpISJl^!>yEnG85cyCZvyEl^A0bw7XwgVornIP>I`*3i)_fIR7RH#`WzAt5 z>8nD*0vX$NT{)ObEN(y&d!q{(+RZr%XWq3T@re7PwTnDFnXE8MmTxKD4m&+nm=mvRI4oFIC>=R%Om}o9&4v#_UP{JdORq2qXd;Xmc@?rgTykTO z0atPJL$sxcQ5wkmu)nI(Xl?D5tzW6#&!Uj?^*>xMEY6S-xtR(wFIT<~$<4l8)f%1B3415-2nciAt7bIK zcxLH{96S@2@d-i3_*ZEy)_*g)mUse7`O`HOKdwiwu%YaVh#2vKT)SSr!CN;305H0& z7`PbPCTgh40=a3;-Mnp9w)PUmP=Ox!o$Lo~sh>>02we)ff<8Nhu)KI*(oV%pJNQ^# z)$!kdMD>?}t|Mu=fln^Am#Q$=W+YcpMSF;b)`4I2DaXG&`$GeO%FCK(krJ5f_^$!K zGacj{69`5aTLYMnu_3DD9oxxJ8`l7~EF4eJU(ZW9fQ3NL9 z!Y^qDl4CY2$HC^&QuwGH1ASiB*A05BdUv~)F&@7Oz1uq;{#E2v+Qs`BC@bOUb8%X2 zpMES{*ywn;OSnO9PawfqTpo^oL+F`fw&z0{y=9B72^EWR;5TTCG64LMR+oQ4CO8W_ zd@-5knAFC+>a?V>Yxp8deVOD;0MOq@qk1TIS#zbqw9pH%p_Ju@af?r^`bw+sWc%p- z&K?pukRQ4!-c`)W-tyP*f$-A_LL7h~O@20XySiWH0l4Qc`pqoUabb_j#;{Rs{bhpd zPIayQV5x&F=KiWC-6=ey2YIAxe zfh>`jO=9i>gvMnpp@Y?#Z&k1DNYGtTVp?0A_JuW2B)r5mm`l3dmUMz7GpCMyEd|?* z_c=Buxz+AK`Ton#wv5`Bqj#%M*I)mDDryS8+DK@;VKK*i_5*4;Pou3TM*7=wwW+ic z!#%N^-J9-XO(Aznm0T6?>E^3XcRcQ(tcz^-jQ4HAe@)Rmc?;a~=^ABXe62CAPZ!4t z*Wqw%o?zlGNpO=o&M7!)hX|_2w;BL^L>QdHPtlGK1(M$XpMy-G2Z|q(TP!Ss(8^## z2!9vxEU>!J2>A5V(1lunbLlQQ7X3+^lLr&<8N^&3fBq-RymL~8ON0nWgi3H2WHPc} zMlP-RY^jnNie!59kd#q`@=>VtVSi|c(E@L;Oj3V2du`Z+1TYc%{lC{i8i*_l2#*@( zE%p2qGKM+YvIp=MY1wVp3EwLzG*@yR0R2n+()Q; zDFkAqfXaUayb|M33i8$L$Vf5eq~r_|McOQdX&UoOf7!DW!N=r^*VRnsv888)5z*${ zWlk+r9}7bq+CiX?LeijPNf?aIN`&SIj6PE96YL!dh18cZhB^h+6#gcsg&lDP+>P6n z3SgH3k8s5td>+SMQtDAYK(J91sqCq1_x;X$UH2LCO(z2LXvL z%7~UO(JvJn+yUa9J|s#jmYuhsoj(RjJW4#BxSuNqW3~_N2Vfwy)K9f%PR$)SV*09Js5V;quP^8^H2e2A22C?(7KRWqT=!w9iqnM_nk#E_JG=koR}#^bjVVMETsB-N zqM&+bWPSH|erJdVzc!3RyFNshb)bowWJ`cQL~jkj7!*QZ6wz0oe@z7*SSKDhQzF`@ zvNx!f_o*E7gb-Z>f_0bf@9YP#14S z8WQJx_iGjJXxYwknSjg2CQtw9Av}!byG#n?(n=Gnx6^41SE?=lF#=F*{Yzd1E0X4~ z7-lN(*Rcr5)f6q3B_Fq|#{i;PY0_BvB)$xdM|@QNBw79xImP;QweQp%)ZGyE3*1$f zz;uYDZ<|HHHZQ?7M8TxwN`@m3t_}^aEs?CbS1x7ca@@oQU<%60}~t*3Z}%?}+>I?WG4H^;na= zFUWk+QBRvIZONK`iJz>hn?`fd;_L(p+JuKQq zEI3rG{BcB74JLAaO8!>rnKt1Z1+4Y{L z(_p`SDAd@ChV42Ul6j4kayHPMw8vzgDuCG*gzAb5Nv{~)afqdQt*N_5m8xhI`^A;< zwXgAY-o~f|N8(W8>z(prB@1xZ1-?X(Ysa3e15f{fFvSyD{?lyf!WGMfF&djflnLbp z0-YH+3p1!^#nwt4pzmieXo!BP1FT6brouAHM?|iJ#ODU*Q`Ewl-PzIS#3 z+(Wi)E*lsDUaL7d!P)AM%7s>&5}VhHv+YT0U<>4UqeY!b2I`)K$e4m@5sNGF5&{4u zsCyJVjq(oz*$`OO2xj~l!|r(~<>mlbydL>^V)=&6Y#VO}(C9|d#tbUP7S8q*5{-In zR+6X_lxRPM2=kTxTJcV`01R^&b}~v7(S{PqMKoJI%nDd!I#4()hW{U;{DWOFLAdx% zZZ9dLE>hY<`P{#Ae07%jlb+{619ZDhmNSOa1mB0uN|Xbr=78hvv!zfc9@cSoILzZjPci4Kd>RPzaDX5uG2GgF!k~` z6h zmT^NQY3)Zmh>tIP5Njr`KAc}GylbcD?scEZI2+8 zE@Z0!06Ba}O=eW9Lx{UE1?mhHd|QHpGsRQ7_&ZB`7+0{%mGpK~Q9opY0XS4t5?zN) ze_OVePu2h-yc!`H**9U>{Q>r+F0uUvqUQr${HkYA@s}`S7RmdtGI8Bm?0W<;9ZE@| zYMfBgKH|B4e)u2eQQnnXcC5}Pt~578rnSP^ivA7B?Sk+35}>L-zhMW>u6L&G0v6s` z0ZPA1LzMpMV>MHe{F7|ws#>V^>p&7kVX^NOw9XxD-!;ETSw)~>Y*aqUrxd#lsV~Tq zbu70YDF@hN09yHqN?sKzzDcHKfepK|%v0)yfN@<~x*^E(A~V?HM1G_>_!3jf%ima^ zi;ajL=l=w6Rh`F(n8x3s3TKzpvrVRfYN1D2)%B&Os;iBoI7bajP<2;8mto`T(wlHo zQh9Q-{!mRR7uhGtlx{9k#slLvY&C}yli(YyQN|mQxOCJIhW#_lHJGG~r-xh6REayh{Rn;X$L!t6Hj-_S^O@!Ia6bISNapyq3h*9c<$v9MX!3bA}>ThHcy z#1@576=Hxq8dmlHh;@w*eQF5BcX{(?mSc%Of#W;>5%Wz8);SZ`F(Pa02qF&1xa|Lp zx62{)ScxTunYdOHM3mo`JI9Py^L-J3t|So0tVpSgCg$t^=S&=zJb|qt7+(dacJjM! zd%a{u=Pbl&Nr0Qb{fu5eH2zXMq9@cv5kI8Z2jCvn0;bU_Ej*yueJqOJYl~ewlS%z|v&Qy0l3y zE62s_N(YNMV0d!@_tG}j)UGLA+aE!v!l1%Ql4$eu(%8G&Gi|y|h=megyTX=hpyYIl zB=5Vu9=GyHF$=BOcJJGlEPCTrU=xW|pT1Pxerm`jm@zrtdTpL};UT&$jEB&+AB4e+ z+vwYz2LSYZ+8Bv!KVP;2U2(#GE~hJnz0I9(Q3*F&8bibljwsD%Rv;-@*EVgP(AcVlQjf@f4bsr;Vba37Ee#RIKg_{9$s zLN%|VqI7b0!rBpu302&r9TWh4(R3y4dWi_)Uw62B{71^W3|k$kdus@*yI#=>&30n^ zI;tSz0Hn_b_7iSC+v9!WM`D$-q&u>qON30mJ4IO>-cMH92;w(WKCb_8BzcxX-e+6@ zf%u;(#!^C|!&SiKy;ziotKkQW_0um5-bG8aVEoR7J>xe%d%;QS@8~2&hDEru}mW6;$RFyWGbwavOQu?V<`h{U; zgGg<}pYy&yIb@BoRedxxjLpib?NPGv&+o2DjTep2vy?E;urTI|<@-69yiBlncvRLE zgyAqg4dCYL6cHe+5`lnax`29_7=hSlaObUb+^>>#>SQ^J?OW(>a&#d}d>v^D7I$@l9 z?Y=ABpP5hPVPMXUClrcTi#UL%l2}S@bNLSdra)Q0dF;EA7wxPuB;MhAoW-sFWG)L% z{C#WoUGwXuc?N>7xjTMm&tQsO$hhYaf|d4Gh$KJo-TH8gZ^OSDlYZjAhh+m=nzL$$NI4i-DUy zBN#qr{~qdFQg$9ob^WY&#B$(QV91Zu`z<)`fa9{|$;q_9uEhuRThfPa%%$BQ{&k3z zkNvP^@ps_Z%J0TS9HnLNp=Zm#s{p?zz_|4Dm{Ssf2{=#(1!VY$Q=NdlMBs!fNJkyb z{VaV-TSSK>5=9o_sN<=dz(^agjy*WaQJQfR+UpL9@`O~;ApC<;+(J>8Fwv+8(W)pI zwO6z^0a}#=ok$fUgv0rMVyAM&s`A7p3LurA8#HM! z>Wm?|Vwj#7_D3vtSQZs5OA3=^hQoOV^2``HW}IAglAPcQhV>TfnuBHLVyjQV*#>Y_ z5w5xfH(4rA=#?TA%IDpZudbG#{PT<*i_N>MFxjd|;wdtY%5d!z`}!0o`|+d!Fr5vY z98n?(l$f8C*h<)Rh%#zcnY5_PTt-q{P|_lVXb7POMi3xz>77J395EVCtRd_KUIs;P z+EAmhVM=QwaSuq^P>3W`<|+h&GMB1y+DWCxRb|Qp3@m`w_z96jm!U>aR%SJ;J!h&- z#ck3}lt}-GdwxiWB+;4bobw7C5e?}=4c!ur=<`UzD}|{`LL{lF*etjQX1v(q*1RRU zbxREwPjJK3bPADVsz;0Ht1Rf$Iz6maBhZ@qsL1%Dtou!fB)XH@j42c+Px}Q>dm5sn zCx!#=g5)EFND_k~v3-<@eY!HLx_TPAF`9T_H_Ba4h$OYfdIB^W7@+TNuOH*2U+aS5 z?ZU)(3z1|xz<}t5XQ2%8BMfSp2Gg-XK!(C}iV#Wk(v2ARAPi%p7kNh0g~octGU+Pl z+A<-M#FU$Gc8GI+nab3g>NT6jv?#NS5qfPxB&qE(<4-BD0?pkA&0~hmYxxktGDL4w zh$PeFmIOB}C)YB6#j*})IRnP>W`Jl3A(H5$sC1+RD}efvNS#r&(pQJ@uHfplg-8-h zw&t9bpnlqhw%Mj{zb*F9gUmA+zZX!>#6Ru+feB>60;5-vre95S5Nvq5dg}wpW!(h>_rX* z0zBl&k=|sccU+t|=OPkd?t{tnA?NtS9T(x9z|`l{;tFZ?B{YFA9FXJdS>YRZ%eTHt zjP;K!xzVq_*>AShpBMxJz9A$v6C_#+{&(nIDl zLk*6~aIDvn1Wf=b&8;KJ4-h?K9Z5uax(I_cB;ilV0-e^81kIaKSVt0Ki#XufI+92V zIwZZsI7dgVHj$P3g^a%)J!K}xeets{vP1q_>CN0JKwfYUmXfVmXp>op`HN=mbG z){#Vvr7mK)jwHGYEZRDfKv<6AhU-Xj5lWn2M-pX*ILvzuN%#e5K6M>Qz(5~7b`430 zy-@o2I+93n!HEBhBufYia~(;bfKb_ibtDNF<(aM{i46NP)My<^qEQUkI+7sMvA~5j zBq1mvDe3D-A_m-pEM7+vF)+Vz9Z4h@Xq?YFk`yQdn%9v;B7FwfypAODaDreBNeEIv z3pi~ZNnT1Z?&g=6=QmUH7q=;}MP(Kp3KpFTja>^F7E09ng@cU3#o#l>p$Y;~{9t5} zF|#Nsu81=vE+{R=WfmLf6ek_W@zOxe`6Wq(CCw!zpSMc^+|SY~&L-VD+gv5h$XiDe z955N0w1y;vco}-i8j^fcW8YIQSwj-~1yISavc(m)36M=!2XN%rZ&2(d495hEVw}M) zDPJ@pUQAZK$T^|N%e*8{zGPy2DcKB5DOQlTzMO1x`HuZ%K^0OEQ0_}BPYx)*L&tF6 zi!6m)xf6C}DdH-@LJ636^=#_ZJLy-KGH}3dz|yg6OSu&$c@=aiamJB~H=K&4^6Mto zup2-uap-DCBGtZc`(GmQ$dT#(OC)xAfT_PkLVE9U>@SfpFzRyb|jXXQp0~c5`1Rc$ls2{?#5i?-;Tubh0O17^S{y#DK{>m&i|$$mLULcR@8zD zcft_`;kksK)=+ZEP!)S{>bzzWRwY&s-sbY%7?Ib}9D&-Fr|2Zz4ylf(+c3jva_xON zEUGf;a)f**swMVd{^f@$%AL<8(~0>abnlJ!(q@G!UFklcKabj$mCFgs;PMpq z`^mP}hri7T+hF~69?oM9d22}dgXV4eV~2|Zh9okBhCd{|^S(8fa*RIFni^O%ypqNT zO}Yf}6Su;S@CWRVVHtU66b~v6WT_r~UwlC`2FIV%%l+W5F~!2+#b98SME(H{03X+1>cuwn;3FNwV(M^QPCN#cu4ipR2Ik4U~2gpsb|{%%NtUrIn<_i zrc~JxeR_kld;e@eB<*#M+L-5Hd}&$4n|X-qhAs1{Ka)o0--+Fh&AzZH_x+-hWq}f8 zW97Ng#djw;V<*@o>u)Ja_v^p^%7lRq{`!sJO)dv&OzlS>vg@B&DGMBOE$zJjVe#L< z%CTP;KClf}4wa28|E2>JU>mjqxjrx;Umu2|Un5c;;YH{fh{IH|ouY|bApAPq5oEaD ziE1X416Iy($&!{}`9O$f8kxx37^_}&Fj!G1%cVo!+9;gBrI%&v{J>ieBq1IyWW%b( zH*7P?MFmluP}F$UhXW-t?_*sh*plKl+izil9(o_6xTqgqxGVR5hH)HqTrQIY$6eYM zlIwcKK#cy-Y~w-Z3Di?#J6FCMMJ4g1>t_qQrez>_fOtw*in^T!Bl5%y(9)Z2w>RTA z?qRXTFFv>LqG_mptSgZ{OwsD1!jOL<1+8Mh8! zgkVAPQ%iG^^p60C-o3yMMQ*XXXpp1vah*28NQvIoV8_7{y^e)Ssp%d2oQ!Xg_i_`& zfd&yhgUyDYX9Tc|0F|BgJ;ov1MoX!G{+n)oYdRV`c|oQdev~_Ee)ZvenfvE7sL_5) zK`Ri;^VuXyZ&8G26ni`{a)vSdH8LNt3#6L%OEFr^vzdT6hFd`otZDHSq(^lQn`v3rub$Lv) z+Z=3mQ$6cc$`j*At>B^NqP77`g~4OGd(C=EVkqwr)Jx>gLxbn0(Hk9d(E%qe+KODGt;no${p~728Ej+ zm!(W3t#u@APetGO$m|23YOinTc>UHdkz_5 zjQY;>SyE)cSnC6^2jX|XrA4-`+)o5}iU8!&Cw9Sj3x+VjrH}d(Pw{Pu*@*Yl%Q6yM zw+M;kgJL)hSk=?n3|0QCuLQsa|iWnpyR9oV*$Izl3eu?SbO^HCTz`&k^woh0fc!_~9!2=2f zePK&S;(h#wgRIL+g!^5Kff}Ed8%rPpO^2js=A)_5vKcF%t%&;$V=IOgvr0EpPtdP^ zYt62l+tv97qEl?xdcS#I>F01tUklc%le-WIeSgsMxGWT_yJ)HX>EKAoH1E`HM47|a zRLfhlY21U@jlaiNMw;jUofjy72$@O?>{Fwv`0IDVq|8Nv$#3WJl|!BL zzo{={0VkJ)9f=MQKu0PwMghGjzyt=UgH@u-iu5WAJCZ0>5Zg?Kk|cs8i|81OM43TZ z>Jmt6VMkJB5B_;rj@<@vp+TYoAXRiED{h@gpwt1;iFG150AZ-E6NxmX7+keZBs&ni zBkM$hC7K~ltrN+D96f2BNT95npsF<@;ctdgTi1z1f%^}bv_>QZD-40WP9!3fZl&sV zBKfMoIkHY9SfV&`a*aqhQm?A%ub6wF{2tl72-#|;>}0GYHw*2WA~%^T>_`~f#0az4 zzC7$?A&yjxpvq!VW%4ABup{BHVB9APsCorbvjVe4l2a^I-KNNF7j`7y4UilSyz3yI zIgGF71NgN{u478fai!`B2?9%Da$dQ5QF(HOK)ff%i6oqc6KYU|DYPvA9Zp(-IECM! zOWeRXg{2@iJST0KB5%|+0to6vbuCqNsVdPnD(oO-u8pd+r>ZVZHQFCckpkE3R*Mc+ zs|i!%?@(gLZE{Q66rH-Mh6SZkaJt#*H96{2xf;aNAY!D(=~9gvj>gnwS-ywd)Q!zk zx3=h3Z(*dN0l8bA^R`U2YwA7{%VZ-pY|l{`N(oEVDbYE^cV&)!3G>3aX^@%Oq`)!l3~n2QPvlT z%n_rQOrzQyBfbliH)8BwVjNRyT+7Du-IU$0n$%X9Oy4pk&cN6wP4in#Yk8*A55@S$ z<@2AIP4}4V^_erSL4XYN7XtI?PZoM#WPxvRF+VN!CM{!TEjefK+&~H%LeYm&VkIGh zo$~rJ)L0C)4o4MSRAkRud1zS0YFX9kAShsvzM*xUvGt7kHo^ulw{}~B)3!R-Z8IJc zL=!o*pUq5wtvoFM;F@bm)OUi z2h!2X1($ZjmhY&m*dbU@=KXZ=Xm*Hgb*SSi@efPC>~yT_a-8XLB5LBO_niuco$3Tm zGanTM+u-`&cFv3oI}-YH2tD7qALu*_aUqMr2n|?Igew^(>_|8nk^ogVjH(-1!!1q| zL>&Od>AA;|g&hfB4NFMy@U-`cbMmNnfij{L$=;szG+{?Vd?23A^D2z+s%Lu5#wr3# zlnPV4XH$h83F8ZvK=SF&^O-HAk&8uuVlw11UouD7k#KY|41^!1-jCeu7uSLmI7)c7 z`Ny>jI}(1Kyuc>Fb1)!oIG~=7rdGjcM|aha2|E(PJ2605VBtz&12Aw7ESio*c}dXc z;KGiCfkqH`j8{a)oNADPx+LH^KVf(`cm-fio>@l$46YnTbyoZZ-503W~ zb|iu`vcUemUSWIVBlb2#;VEoo*@TdWBwGJYkp5um_$g`S5-HNu2MLfi>r-C!2snT%d`v<@oRCNa_hcBQ ziQYMh3Au@lr*Pb_h=ih~#u6cs5awV2YI4!7l3?~mI%pT%oiLz>0SP07q#!8fwAUstpmPt>< zq&MNx1&`2#Z-;#}4kv0IZqkurqcO#XN1BX}ESP5yeF%jA15ir?1QY-O00;oIc|2D? z{{{rR8vp>t8~^|k0000mFfcP@GG$_4Q!!sKGA?v!W{p;PSd8u4exBL)W?!3Wp7bh& z&_e4>rG?N&X?>SkK_A& z|9#heocDP?*L_{*bKm!0x3~9XfB*mh697Oo0FEo^IKcnXsBw)M=NIEZ|C`5-1NX1~ z8w?Qh4_A#(oPYCw_i+Eqhxc#IWDx)u|5vZmzZx|T|8b2T=b>=~{QKXJhJx zBO{9f;KrFf-gGht{g1c%xUSEk{Ns@|u21El{yA0Y-^SxX|9AW+z<{a)la-im)I-}`b_ql3>BX9VjRLlU!Wf)(&$=c%R4+u|t(a=6`;58$TBiC? z*cg_`!JKihDzd@MBv_uXlpO-Rkd_kmNwBB$5n>O?<&xverx|1iefhC7G`D>76o z&~ofv`&HV6m9?{5=><}A>hM8JyXqCCv#9&!+7CwV_|9n}_e6_$PG+KeAT{@LRVc3v z1}_Uda_Hw5dW>A14HlkymS(@>$g@nSS|x3n;EnpmjPg!enHx`P$T~Q=;MvFHQ%YKA zjNQV1NXLBcc{tX_S-gmOQdpe z)3hgF3FoI#`zBKC_;W9@vdi?Hdvc;s!KpK!rXIcKT~*#;odm{sIP5G&(|d|zGG!!u z%r`G%DSFQGFiN&tMD*Sr3Y|;k3g8>O?&Zc;x1wnkxGZ}X3YTA#i_+vDTA4A4AF%TK zb{|gB`NMUt+3sr^|13V(oP07K?5yyP-#p1Iim=(E7b-p^d3d%oN^$7inr+3~g4X=F z8fFEGUW{Qd%lDwQ6?3%#ZHZVfLVRM{%KD_NsvI+>(DTTYuKigSao3Yo$IhTX{3OtD z72)PSE3wL*0e3Pcs?Xlrfa_}r+py(WLP|#Xm32gp_TJ_vIqsTFLuv*Qvo!UWcMO*P zYekjY{>(2muXbt#m)~s0(@AT8Y<+cUBkec7-Juk@()A$|9G>uLi*oxIcgyeG;50Du z$XhJh!}G(>-!g*rZv<#WS&>j6J$EAPNMu1D-DRD|rr_{shLz7of{ctsG+4U9m8#Vt zJY}ymOBNfI`*l9CJ#`=3x0Xwi`cH+@W^k2OYuvoz?Lc5tj@4TyJmZSd0bl^78iLw= zKVwwgUfX5QNSS?=EbU-2*>B!tEYe_c;NnuYn_1-C&WqEPxt|JV6l}@`@q!vzrVxy< z>Cl~+?mCuGC{L5+4!#k$C%hM&dhJZn-Lk0}QwcQ)!^@jO$W{`IXIf%%5?)R?s7&U8 zkG-$@4q3>u%1dN2N&a>R^UInmgqeB%7>c%3A%CNIYV+ol{&>*2J;*e>v{6JhEZm9ydrnW{r} zM}S+T=&gx2{4UMTUN^YUwV9K9?x90_a4fy?+9rapt38DLSR;(Vq}Qju_pV=Ywyf8y&K) z!*BOpKmVB0p5;1i?`=OWvE6C*5m)0?JHBsT)bVw?_zvj+O4}%)B3wTFqLqEvc1O)T4MiHwP`HUGCH2Sn@|j4YIeh!2Bu8G@5?O-BmYm zio=faKh+Y`1iz5^J{CC%J*RE!Vt4qSj{8#?!q3=x|Dm6=r8c|ytV|P^E!w=cH5Z4o zBRxekPLPJ2u3{BgDPdhz4$9fY^L9R%!i00{PiVrh(IM|1_0$=)PSszOvsdECT^rkg z0ZvfuXOen|vUbY|Zo=D?C-dJrv>pA{V)r&JPrEn09_U5`ZlK;*>WqpYXyumZ93N3; z8K&nFpyg;oid1bk`zaznS{EH4iTGHnK6+(cNiOtQDto4uzB2}bTdtaYZXSQQFpt4apNhtN4^U~K8+p!__rrYd|JGy^Vcj%{K zL&&ZubpgN0c{@eky)pK>v14Y@@GX0vR22N}P?IK&89lJzRnIUrdjrzz+H9Kj*ZgCx z!6_2q@g+t;%mkaQrx+Pows8yMMVQn-@7cdyl3l;$l;h)&S=jTGgf@2+2*s!jFocPKF1u0x+YD+4*G&FhDH9BtYQhabDT zPr*37`Ky(0gL8PZ6;0n|Y4;oC0`92cg%r@Od9}gO(l)yu-`1=|i(NNwAMtav!0zD> zxOPs+D|EPWS*Ai?%-;p-nxJnkljs9*WYUeW={c!QFC4o=K*RLw=QMka)KB((&<&B4 zYh{Bn>sX8=zvp>h87F+oVFz9mS2^AHwTwNlKyv&}2LS@Z<4yp`SHbt+3iC6W4NFI8 z zyB^RKHzqi>oMU7Hu|IC6S$hs9eRZMC0gGxzF3J2Dt^v=-dMs>PPwKwQ16S-gdHhp{ zE|?V=H$+q)z&QUlpnyL5uSMMix7g92E_EA;%I!Z|lBLghD*OW z2C5Fwe9-{>On^86IyzdLC#mOw>et55Y82g!t0@%vPC*$CGS!>WzO#91M@E7R2I5kX z_n0D|KQ&p#^#NG8mthr(H89DFQ#jvP5vXMQuEj&{bj1gJQJM)<%Sy;3C~U>>GJ>uM zCx3CXXfF{CWb3L)kdFwGlZxutpgq>AkqrA&Rg1|w4M#rP*y;*J-6{mlsq|i^qL5nj zkgD%vE5$V5K~THFr0Bg7^p%Xb7!{47^{-KhXgWMm2)(EG&?N>GnZaWq^(JyVCc}&c z7m$0VF!dKD$PAX>Y&6h`Dt2K@E%+ddUF^ev5{!ESIErqXb~~pB<|{22GgffbOpzSR zW2~dg?AeK%c?J)xg2DI8Wq@mpXY3R}t!&K>L2(s96NpW$5yDGEhLggcdZGR+y63D2 zapcIp7&F?96m&^(m$6~cM800^*Y`^`%#z!3DVp2T5|0*MY zv=shGfdtZ9bcWKOGm{6Y{c)O4rc5&!<0{%;@`|fQt`K1ETw5IfM>a@8-%YBM{iGs_fwdU zrjGVA_0Tl`K@|9uxa<9NX*pJ{oxW?#7>FRvLR-NHIC5{R+jO?7kP*O}p=MLz#+fWL zG8BO=nKDx!jE8x%0%n5>Hk##PEw$omQ>;sTc(5ZnIlu()p`^wh&P6GY+25`wDPdyr zSqG#HZNNLS+Ual&Ndg3gN!Ykf8m%NqeJ&YSaxG1in!ACB= zfLQaL*Myg;HyJC)ayFZeoWS*plK5bBCAX zW#;a^z9@y6m>o1%tpngh4|WV5xIyfV^Uzn3fgsPoRIDNb)0^%k_2D6HUZn*TX@cZq ziML{iXZXXr7h%dvalJ?8A@KsBaX!0=EImwKcVWK%3`6z9C$Q5*oh9kLxd3`A(JB^{ z_H%)cRQABaI2u>qv#@uVE_<>l@GI5ufYtQd7qT~2&iCC-!64s-r&)fAT2Q^m?~YUe zXW{Rd`y**onO^|M8VkxW>m3609vn3&}%hwIf|?63*#m==}wphv6UVahk@6#e*Oc5OHT1D-B-H`4$QD ziJafCvV?u9r50vayFFXyC|9gJ!?oMF5sG30UpDTkGJ+F`XKOaW6?kR! zrhD~7{R0f|>}Ev9hEmda?L632c&{tXP{)-HYzgY4LCev+CtIaf94K<@p0^x*H+9d4 zbhuBXc1rI9SlUa1RJ>AMW~6zj;+L7nF@qD2kG8{1}0>os$~3&9FqEYRd^uHI_O`zNY6wLq>-C zx#b076^avFvRx6#MzXi}Ap}_&#d!b;E$Gu> z)fv}mZsti9h5og<>NJ)FXej+j1&>Lb0vG>RTNG5-unnv8-W!Z zsX%-&NOh&4iKveu&$&>kZ@@r{s+M-L^%}3dZl-+Yi7+z`23_FbStI-+zA? zrRYR&{8EkBlJr4{5QBx=i4|l-Urq&!)ggQVX_?w!eOPWmd|-Y6sbXjbYJ}D_DHjkr z)aU`Mf^#s$iyl|>5{EoF0re7O8&6cc#VaG2n?9UWOeBIqCm#YF*bKcHUys-Vkjp6% z`^-Sa9MyTkW|Ic#HWSFMq0*8Cv$+>$H7Zt7p%sk}WnB0u{-I|Rk|t8lIV}oAt7zoP z(9`;6oRWGbG#1dd6CSQTD=i@ETh3OdkqxGT%FJd(ITutnKP(agLzstq&LKV&_0IF6 zgM5P&tUP{R&o|b;xe(e+Lja1X<)Tz0QKek0?B*%x9EaO~Dg61s`oA9P@v;-F(3h9g z)*NI`i|8X-^#b?fM~i-~O&Hb&j>Y$rHTpEJ;kP!7Z=w$)8k@9Aiv+5i)+$RrOfc%7 z)dr7=WNX{{WjKQ^+0nBdX&@TRFB=Ck6){5N(8~ryqJQ2I7E4>Sv*Udc4H&o*mP(V( zq>ZI_N{6sYyUwZtG(3+PR&rHgW}@)pza=5@%FslZ;Z>Zi+Fg%<~IC~9e1?;HKYY^9et?aNK|U9K9h6JvrjwL~Yf zPEWx9#p;1K5y7=RkEC3Eyu``;mij3M-f~-Pjo0W2Vu#y$r2v@P8}5bDl7#yf-GPo$ z6c_I73lkyBagUU5w7|&2gagKfgw@PH97mpJ_^(Z+a z%aRQ($IE`Sfc-d{(OpAkwL-zX5Q;oY0Z z8i_XaZN$~L@CkCKQnPo$puKH@7=gJVDbJq-CU z;km=r6pYNDU(Fg(#FGbIdArb04x52|jSL;}m9F#|NYJtxhDq(I7i0`wv z6XWgM{fYG4Ti147z3+{ARvTQkN%Y4DRy1S4y3#SU;9U2+vgMl=9W|1_vd@`oZb@V3 z`DuN+58u9@*|Trn(OFyTYd@7S%in~Z44PXTN8Q0yH{9=?-nyW+&)eK~^%w3{LC(4h zR@W%UufHq3jE}4bo*7=^vmJMYek}+{tI%`|^Z}Z!^DT^4nT~!d4OPCWx+#`X{-o_F z4T^nrn#xtY5Bk%oVPPe;Sa;C#!MjfVM~^qDx!}>1F%IeDto8w%--%y~ras2lB%jA2 zH8n@>tYcAr7WV8*I6Cy@4jEOQ-x-jOar{-3y|(Z0pS64!qY|t|)c2p=9?y7hzGkf0 zb#n|gU#M&+qS5$M(HQNr?K78Xb*c~}L4DQaFOH^@I^w^% z2oBD9F4L_jsu1aVWotOa>~NvG7;u8Tfv3>@dAD9F9!$O+sITQ!TK{y7&wY;d4qyW# z;emISCB`@{zN7q@Dqg&A)q3LL-HGFki8&GXUI@<54PFAVlQ_0cy8_D&z1zEjcX;E~ z*as`14%?8sn!Z5%-ACt5m@h7C6GbTf&7}T;*%(rI5Nu(Wm9ph2W4B@VtIasK5Z;!^ z3B%D_pBQp0-1NZ^EqL2kXQpWT<*kAo&cIT2?$hPU{Y#(rX_qg?mOr-V;&Lv@izQD- z-tBt!@>HqM^QDTJ>q+OfMoli3?q6Aniu$&)>g6)zfX#{rKrf%YNs{MR(&|xsh{%yt zOz4d!?l}5-xz$j@ss~!lN~-Yjd28~(koJ@ja`bk?+X1gC>grI~+P>6b>(i$E6)#?0 zAb1Xq{AHr{^}O`nz~7pZ5C-)xrKY(sZ7Po(5nPdEjvVV8U5*@%812_?nwZ!B#C{5@ zwME`TdOkAs*2ib{8-mt{E5ahGx1>jH*(K+#e2AGVf71VD#m0kwq&x;n=ZG(v#M8Q8^d>a@nO#2?89-Uh8xTPVEuSq}m9yAnjhR0yP*W9ruvJn4*^vDM@s!=Zu z-`vfIUB3Ss@H;#9dwHLQSIZz^=0RVkOkmHqD%lYEgfBBeI=k5B|D)Bhe`CKKt)G6a*41lq0q+7$391Okdxh) zPIn#b!p>k$Ko$GiKJ}R|8h=f;4O#Z{Snt=*ga&5%YysfFB zOx0%z2-Z%M5zO`^eU3me60IiEn^_qTqPi2~saKv|+nYH&lX}0}+GDVVU*aD}k!MXi z-2IT}+8%cOm1dgzAg(I86picIVsGwyi7JiSaAVjC06vcHSEdF4OW!-oEavcMjixW^ zxkQVlqM4>08M?$MNX8+ll>~O-cN2Hd)ZM&5|9rCA-7)sMNMc&Q!tb?gma_xpWrvriRfW@!-hcV4y*L# zmO2;S(=|8lkJ#ec7awTKuz=AI7p;;HKBAU2+{0-c>F;(l5@3CNXk3CVO1I_ghR=^l z$mxV>4Df#dP)h>@6aWAK2mljXJXcI+$u@B<0031p000sI001yBFf(K_Wny1bGG8z; zE_7*TjoNoql70O6{|gWlWr&J`ia=IsWw{kcg668+I~P>$%)LqzG&L*Dk*lEN&qkOBZe4gf$9 z0Q6@f{aK*@HG}`mGJp0@e-=b|9{Oj&g!9V6fFuCOpIz$D6Rhz3$~}tzYgQ6o^Xt!2 z{a^Q52xsu0<@RTm{^54&x^JlKj zMf~>~oqy)KT=0Lt)ytI^{&UFwpAQrU_;2~40pRVQE5H4D6Mm=z|K|bvKOcXO3CsWQ z{{Q#*pX>j=mLvd3tju5lBq2N}wX%Pb1xeNAO0K-;|2;2IhfCGwu6$kQza0P$MJ1FG z&c#vxjMNJrJ~VGTcan)g8o*SjbkSUmLP8Jf{hQwq4hhW6dV4r_uSj!_uX5Ced(k5 zt+&xixB6#Nu2K0qKB{Zc2-Y^sNt4@N#`t3yRUMQK7o4?Ad!&8G-n>nwoPHYS$7VZ~ zIG%qIK1(e%we-9GYEP1iL5d-!=}pwUU-f&^rDN|VQdBo9Vb!P(aTNbkp_{6T>1O*Z zHkW(Xyh=K0ZE@{$blcDb%#}(cmUn-i-bYohdsRO)wy^)V^?CU7uk$|-WDx7mDpV~~ z(Z8SoH#2q_LX$PeO7IFz4#v9%Hp4<10@O&0YbA92d znREb$wej@mFAeagtA%9m@_p%fHQet66ki|UT{@H=H~@P9Fb0ye^L7oqbjV3K+7w(J z@~>k0IlT&Y)aA&3Up}sjVx6zZi1t@p>WF#6TAabWnRo0<9P$pc^@Mt752w5>ul|OW z?JS*6f9E~6m~q0o@G^^Dp@z&9fG?T)3sUyta|Hu=aXYIPE@&VAfV*Q5U!q=McI?9- zidIyh4yr2&#&7mKKAgi{2OnN6U{rqcy|h+WA+T~7WG}oeRSQckw$Hu&~$6;ap z=fh6~R$ur6arF=VvhP~WyowtJ$GrjKOkssZFnw33n6U%rjdRosxf}S%QT? zEt7cMTf5Sai>HFBc0txUpB?=Xc)jLp^v&AmYb?sW@q?P)aG}przCoLOSRUG7n&k@&D{FN|bgmw_KLl8SrQ@b<^++54P%@UXMe*ZpfCdO4{+rg7B02pAz~` z$ZwCAqF*<>(EjSAd&pjBjGpX;UxF(6f>2=hh|5Fdz$Voy6+h0jG@^!d1>3mvebYunx;cpP?2?Nkpu-8EM3yRoJ5r zW%b+DK#Au(a*9!GA9%Qh)_H|%rEa}j@yx3_7d$#oxSQ^Q+RFa8Xz;z-{ohpQuHFd3 ztn?WV(|p$m>bSCc=lK`^R=R&lbX6m{r1o#U>KW1Dec8IlJ?F$N?=Q2AE7+q3nT*H2 zmu*6?dR}NkF-D{>r^jByK56xK@xa5@q+Iv>bjSPVFI~`~C$&Z>o{t}#(HXNW-?XmN z=N4ht9%i-D`!n5xepU zaW5Bu+*>s^^tv_q`>X&1nlTI9_Bb`#=5rfuAO@}SdjELhiOOk0{aF!Eaj2JGpu)lp}f}=8r4mse?!$*YMMu z!IRTTu@WSE%IEE4)$yIlPiZ~6NY$UGr{`F`%80PTbYD(`ZEoKV4O=iz+I;3f(KBUd zhj7{C3U4#t$eMWj!t|JHM1Vt0=R_R#$7QdGwt<%; ztx}o4K#`BruP4Fo4p60B^3#vh%^7tMs%)qN=``0j8`*c$&Tce7;{wF{ z^z*mTu1aTse!I{y>c?H61Fv8IOpg6d z=#j|-J`dgMN*)jRd`D6z1$AqgHKB&)rMM*MgL4l}25NMs+*MVOh}k-|*||G4NNf0> zi?T#uU$2KPSwX&F71{;qYtGv$&> z(2=PFmX8-RsQ)7P+h%{i8~nMPJPEb}ESH_fmNL5LmubJOVDEk`k1qi_Ab|canmP>h zVt@%ONC$_aX37>4!8&Ac%o;F9N`iS2B5MfIp+I8Hr5UOS9czgg8;M#63I07Sxg6@^ z3yleY*3$8eUoyR+u-b6gM3f}yHo#afS(q+a%aWWpD93J*Ej%JMkq_4?f-|Jxth4Z5 z4t(Ogw9cic+yaElbs3#HnV3cyHcqMbE<%Tgi0MFZ_9>Dwkh1+qok3*G8%ch#TJHx` z%rL5U6eaiup=P697SSm?8qEj*OXH4FiSYW7o?~ zYRl{D$}`GP)cf*%H2Fyz1zmdtNm07a8LR7xjrGK`{~-c!MNF`wZn$FX9)P(USro4n zo2XQms>C0VW~ty@^Kh~GxVl0No22Agj<2i4PgX0F6Xa-Tm5Z(_*VQRcHYk(bK(V(} zCfihXd8%|pMfzpczCP8-euD0RH0Or0?mIPIfm-aa8s`k0wn)Ux5_K1evA>8cd*U+) zDGo}y0VfH5DN^xdH#|9xK)yi&G0&jlG*;cvS~aDuPWmKGS5hywP`^P_pV|Uqm`KZQ zTRr8tM$dH(ovi{`u6f2-GZnm6FAO4x!{|k8=*4QpC2DZwBxpoUxol0nJk7YH7(oH@ zS&3F$sn(53E&dxR-q1R?nssqk*WIWka3d6^n%CcGT|d>ff$SvD>)TNLc*Bjp4O1@& zAf{y8Ywf9_je3HO^dtypapSYejZ?Fm^cIM$GGJ<1M<1jU57l9#RB2>gd91EJUN>G< z4uq2~QP+!KqgSt`$G?OkC+fRX^y4k`>#0gqQ{uFpLA`^)w4)*Uwlo0UfbcFtj$H zSSOg{*iu*n>n#a3TN)g;2;2zNY8wwCy!C5gfXXv2?(bQoG|a)u;@IqSwnY26C!5-TWaZHNb^Xv@!+WzZQHhO+qP}nwq5nznfJamvu57!-am4ko3S$@{RNGs^2R?_%2r zWF8oMf4Q%#6?N8&IUi^E!sv*vj$15e3|f({Sq*WZnND6MSG6B=`$u~8G-x*#1 zN(*T%k1dFHnVKG{YZ{@@KG5Wf%?$8tA# zf-5CVIVoJfUMQA`dbad#4Nm07G zt8my)8gdS<>3YGldIy*zg&*a(L%bN8vIid8`+u0i}-K~y%-oSka zg|5!UfZpupS3*EmI|nMKlm4gof{>!-)bk_lR>G^{HWA=T(X)@Khm??* z9&$BGe=#b4p}Ex_dA%4DgPt;lo<^<^j?c9Bl($!yv)4$00l^OuyUI=K5QKeoCF22? zmeUq;)P|+B-o+y@@WF2JaM?XWj&CD{Q^IRK9|5`^5g3+>hb)T#&lsKei0}FUa1GKF zzWORYxb%$JbfT|CJuZIMsk}+Q+$#)kQ+5LGh#DBtwO7Jqk0`_n$1n@^!qsnuKJd7m z8&*`x*_GN`lpqJk63UtBO$!rf)$u6J_gpZBY4D?)+X!?XVvb9FZ@mh`feq1wu`|i0 zzhzmmG@4RWrN#J9C6i<#lwv$~UN*v(I>H7&#N~-CcuMLT>+EXZzzPKt@x1cx&O(>k zP{ZNFB)vnfE91j0mC&@&H-BfbX|t@TG_L4KVax7&_abz02_a{QHK8bk{@@oztL@KOM&WI?uv1hlS6Dw-`CfQF#ijMwK>{t5fQs5;qQFS^F*0hjKxm#jQjh=F?@R7=$m*Op+!hd{E&?LIQJCv)ekr8 zI&sp2@6mg}_eajKc6>fc;9H-e=@wUykPYh>m^5(94y(7Yv0^5t* zn+UsQ-SM2G-rHB^=#tdp>0u-9LIy6hD)&$QS1Se(FzWNXOB6Fvr>slh*dSUens8>a zyo`C$g&568PLbT8-;R)YfjD!P4TJ~O3rHn;CegBj(&i>~Ff3#$HrC0af>BojBd{!g zM35Kg0hpP>djWW0%*suMxftvB5NH8-F}_+ZtrB9P{-2ft@S_=wKJBn9299T@GPywo z`<0vlICfydktk+RB}*eqA|=G^sk98aK}3fZWq~;I7;ex2rxZr_M&7wWv=@FX07tFV z&XOg>#SDzo;mid$ggAmF#3;PfKLp@I$JR*ZV)Wpbd2@pfJs;7fnl)2gDGg{aL6 z0WLcgXQlQ6aX{Q^<{9^@gScIM*(+!lkfa8m8FPd1{Osud;QT^{3}FU?OTNK0gMzsC zQY#@A;r%-S_+3v1-3$tEgvuJ#OmqkNH^AkDW?81Jpep8fX-=5K=qKWI)~oV3tFf!46Prljs&=ctI22359S3z{EI0 zm=Cf#X=iBWkg!y>WD1C1CbAOVN#IRo;)X(*2guX$e#{|Zt5D+C2H|NsZfgPzoQR|g zh@W8_d)i3gdx6@O0f$ADR->FlN)!3bUnVNJcaLpS8#KUt;)!M^s)Nm3EM7ni(P8x} z-wdm*p#i$IYQjr3@4nYQ$)?#Jk3(m_FR|0K^dLq28z{iuXLdim_gklpHyLjR7~D^Hi2hwFYg%5~X>{hm)BHWU2)tl6u1sI(`jQ5*_t@dnp3 zheB7XPl>V2xwninfo8)+k0*f4oO1XnG}l*xCb|@TvE_ZcL>h`k!XVY}Sl%S18a$_# zCibVQA$4dyPNrq+V`^giO=FbDgZ*O_O1s= zhv3zV1+F`+lLVS!;=Vlt-*dA5z6fj*9CbCx4gbA!vi-Scji0uD3D#+P7>-|WRb>&| z^5Vuda(i)VTJ~}6ZDv`L%LVbdle_r-cE?=&q*)Cite_Pj&K|WZ$BKz-3h^F8?G>vZ z>L?Y)qw9*7T2hWbIjNn!CEiLDF_h#&Cr;(tZ65F7)Z?#w-I)DhtyI~*tl==fV#?f8 zO;P(9gSUf!%d?}bVaE)lOvaPyalV|%X~hnc4?5=?9rPq(9KD^}b}{zx#^Tvwds{Wf zM$WvGE(fc1^d{=p+X0&Hz}oNHA|>ml14DkEaKS^!Wg7GfvFKDb>KSiBwhvF9JRCTZ ziWj?XdX<7HK_{TzuD{)V%kwL>pgcpZ{6W`U(aWOP7W0u+*lhYsKi<9p(j|Z;qEpeK zf2nF+MZdCOhv#hwcsba`xbkl@bN&SvZ?uOX8^m^3rRVk_KnhoqZJ@h7Zn!h5y2Ap^ z&i%xIyI$lp0^+d#+vL$ff!ZiBVDdPta2~oQLc1J(4*c|226lc2?;+p@m_=eeJjZa> zWz9Ow!xa(MMyW>?-X+!+mjK9djn2i0V|dL<6_Kv|vbEbLlitX)-Ec0##iR%q30+Ju}c1#b<%wv=W;>P8RhzmFAeo#$?p<+nv>XEFkMI=ZT`T(SG!V4>&}1uKs;7^S=UZA@QvA$k4FWC^1yo4{5A}}X^-ylE9kX+sp_yDM&S!Zrz*Gwo7)~I5vHY81i-{Mdo z1&YD%V05!*3F!if)0zS-4f4}p@|{BRsD(C}Fh2P{wA^%+{jpIT43h-E>j=k3SjSEp z#s)ToZNhaspH-L(ns9r!{TVJqhTurdw|7#dTE1sv@}chPR0TsoC=*F)gBo%;!u8;Z z>o^U=2XIINfxE(3zy`gb=upf<5W_g=mXMfN1?}W3h#?sb=xT#TYL}=_!&t}&7FGO* zG<~%fm1ipzLM;_b%gGt(%k?-F9ov=k-4j-q4K%Y+_1>W!{lUBhF^=*Bu8bSo(exU^1xee)@X&OJ=E8j+DzgXmsZhyS1G~Y%<~96mU#?7q)h@^EVzr8fJIV0S{0Ix$5M4yVGUpy& zO5g&+j4?bJShYgrF_z*vcV$KB&( z-8k9miI&aVT6V%+h{B!g>J^F6rk3&Ca?y9#Us$2IV}b5kE!r!Tdd!iUM?snr%XBN4 zVir#J@Eb{5rXxOCigzql@gFHec{_hBYJ7Zjd^}Yqf{_2_kn&y|`n|24^e!~JxhlK8 z$hb8hQ;)l2iZu#}dm4;8cpa;+sW2bS7A3=6CBuTzAp$Zixp6PKcQ17YTL>01_98Cs z!BUtdsH-U-)or4#qtEHN7~uij_smRV%2a-wD%C7#8jSWxm@329G;>}5_d*ezlQs*M zwkVkGJetU)EbMJR=`B9#wmvB%6Qw|35u9ofNLuQ*=q-b<@qsC{syb-a&~}KCZ3TBj z1xiCDjzfYkQX{thIYiiF#306f&OVDik>AOT?w|BzngWQ z$mU$}CdM&&eLv&)vUII`>SRWmj#GME!VzE!5g-x~pq2g{NsC3-YoJb9Tb8Vj$^4%C zxz4TLOx|E=zT@|MyJon(iOs<}+x0^9$+u=5FB*}96$;OockE`*X1JSkGJ*qFl9LHx zcNOp0E9RbdVNg~aM-~3(pLQHQP1M>dz%@Kk4}AO3r0h7IEof3Y>1N4wmdVMMsO|AL z>9E=3jl+$o!-I)~oUXPHuA4hRZ+i;DB{mGW-==zqs(Ka6M-jM>!kw+iZMx_^#=y{p zmACMfH&TeVei*%k$>c(8d-V)IC?l|7nCF(f(0Ht8kJ~F7lbQ41UWr83oz9a&`}{-C$x07;IEOg zu>*c#Y~R^GMiZ43H3o}gOV=6mTZRSg;XnNh08J6a)>(|}*GIIW6$9Dq5LoTtrSIU5 z(DeDmiNkt{g?EX?+!^6WYxF!!Gx%&4*hz#fBL4+F^$gIUl~OzNl^#{1K$`;W^= zN178~@R1EwNYljy-8g$51sJy~f+b2qs4J6+cr4x@} z%?LT9;qfB=!Gwg0voZYCDu*Qgp$U&exm;r3StFa3i{i&o)9`FX*?Sw$6>i%jtkW3< z4rkH}A~uijQ!SN@cvVEIlF#lkU53OKt>sl<JW#FY#ygTwbob*2FRxcgWPSq`&=|Fsg0(VVB#EpVp?%V#gL z51K&xh8k4IjyoB2bPrx?-O1ot?Ays@G{2RI`03~Gtm9wv!i&4BHhBC7QiqN18<6ol zqk0sS`D3{us)Nu)wq2(3FkYxvWaFCdJ*B;~DbWMZ!H$lu?uR@zVlN?7)r-SSvBKW` zUi`}0bQh`Jy3Cc2VZDfS34SC<`SuSEzBYa9!$H4iwCl7G)Z(hId-O9{r;v^3&d0aq z<(tK)V(n^A4}D3)`|!^?tM_53K)6A5q0u%XPH->Ww(T3*nFO-YB%Fs0|+n|(dhzfI~QIigKjHpLk*LjaSnl@ ztC))C!`SNMpsXPT{HFfaZV6&q<9kfir@$-N?#%EYOwj(!9CB;>>F5u3$G5QhJ+t<= z+HBwb%6*~V&o2gRrhEIPq{(Li6p`MWO@w7tb%*^4`rR&<&yy7fO5}9EZ>-~ITpY}V~%uj#W|^$ zcKowtgF4j7mx=lJVAhwYQ5`DjbldMjlWpYqov7^O&Gji8SMkBF);l>pZaFJoIqF`= z{Kx$Z5R&{Wh8OP;+oUNxw>7Hdh4m=>B3kwj1vnfp$;17Hrp0hvkPu3|WCJ8y&t{IR z(a27Xl!W<~$pKn#VjqnC)Cq!EV`xV4)0U%jb{gh1{Bz9g$;yhf#|Jw*ZV1G;<#_{i z1EaZ%n*Q!T4qLQ+&y{r`E8jP00*t>aOh(@R9yvn``(Bf7+g$DjDG$(B%{N^EN_P}z znhHJ1=-%iG6VbwtAT(xDh|au5Yg&@*%6f23<3Vw^mgbkukNF;pq9-Cwno9QH6+yb1dTk_ z0{y@6Rf-Ei4XD%Xp=(GSZ*t@^y0`+Cq0?)WW`c@Qb;3fHP-$ld4@xUREv!F&iwjwX zP~XpVl)#^wtp>}WG!jSWoc)!<^#eVxxJPdyX2w)Masv$cWlX}?kdXQbO6kl5`+A)E z^H>Mu<0q7!Q&xg2d!$Cm)*&bb;u}PK+?vD zt+uHk&>iS#3s+b44S=TZEc$Z}`#`X**@<*d08+sE{`0U+cLYFFU#3aIeZ`uVysA2K zKO=>y>)pOi?up})$dQ;fZi4WecH5W~!b6)YXo2QZ@-R6%K_Sj?dUq@9xakxqxTFsb z{^`M=yt4a5*^y;3R|Hk?77TI0v*Gx8{3dZ0Lfgh^R|xM~_(6ARV|o8bv9bxwH<~%K zmKjhqx#>@x?)UuQ#RRuI|E{+_6dx(^uc;9mWL4Ezg+1LXnvGzo6P zUFo<(6*Ib#nfc1!+l2oD-~IiOT~|1pUXiv zA0Zpdi}ThBfa$?XmXNR+yIwaoW-}u{43X!0{Sc`;$LxE;QofM?o}|C72F_ic@q=)j zHymQ?t8F7w$uMfNUs3HDEGpo#9=m9%+osEEqJWG-u*DP}rW;z1+otb2ubYOoCL$)jTa-!|%_kKy#EO4;?Z91#w&R$vWk><8ee_pj37Bo?UPkt~XF0y_>KLw%f z5xP^cR6A0VuHequvYl9JW7A1!~HD9A0qf_$-cFymPq7@xE4Evm~aI-Rtx2Gbw zA`DLprY!Yylbg!AQTKdqzUdWi)VaHYI|lF;1PxBzpAHbi*&y$&N&Ij8g-1{+YM0u% zATZCbOk{T~FALW~_)uSv3mB|o6tZye(;fbwWiCb0b`fvlxbo%T7@9Gd2K<^-F<7vo zbm$_~pbi(xYcbFwRL~W&=dhLVKGHMj?35v#d8`54fjg?<>qy{t)D__^@VBym%R|NREhwZX z^35@4Q6=gQwy6mCo1lJZ1jlA7u8gUG>nk$GgK=op;ep1aqM1T{BH%cvRS=I|L^G_6JncH9**a0kdcgxE?$|@X?EEZBT-kZ8ab+(=Lhw?=>V+Av>QI_})7Y*;+u% zpJL!Mn9amUb0UU3wzzf>zz(77NMKsXJmgk_UilnIwzwn`tg`8V6(izWlv;5k2&lpS z4~H%8uUv6)04}bh@ehw2E=fvU(K5gV_8fJno*b?~oys0KU?{W(qP!8r*kR+h`fVy$ z@~yWCSUQG5$1>5HiA{Pm%d|Iw@PzBD0G5Wmlr`-o@Who#;P8MU%Ni8F&PEWoVEoyD zWeA*2s49t-AO@Le@}Ol1^KrtOy)EvYRNMlcl_1gtSfME(a3I({K;TL_7}@|!YDIq8 ze+14GEDczdF8H!%tpPjHr9&oc<#79~iDxm2wi2xAacUI?q(>W4VdUPj z;zLG|ni1|JYOb6M=iF(6^{*-fv6S3>^Or9{og`(-3g?TjF{wFV*5})^T@Fr zXz1z)M$#pKkF7jW9>OYB94kfaEJboDE;u$$+*k*%LikHdUGBG=nK9SFq)5X;$P@d?qMVWVHREAy5i!B0C?l74iZrMML zg#=gZseT!B%kO*b11iF1L$P$^t>^hTE`axK=>o(;cf=w}KyATT4_^B4`uqMQEGPys zKk3ns~V!zE~KW&^u`x6uj2p>^{Qtwf>MVN!i@73175Y^B}pA%)(T=1+hk z)4I3b!0Z1gGJSh@+AKp> z2w=``^t;5ueOz($r|#UnX3$zlEzM$N=Ymu}Vd*JOxuu&i?F7cl%XW0F#C&oP7kU;s z`^oLwUgH-={I37ym#T9(Uno)I+_bbz=R?1;de+FJ;XLXq#E94(@nh(5A}Bjg1<^8E z_W)e!%uY0rtpx#`J`{DlTgmIp1vW+1Eh^pIc4z0<4bLpzFBsMd!nHzJ0m@lNdQBvd+}JZ#B)e zuJ@}>i>dvT?yg}d#qQzAg?_qsC?FIfGKPe`>nBHVhl0wG6osXao2`NA81hj2F3GAX zk>UJaPiHch2DJX?wbIZ{MzhrM5yqyR>_$e)l3CwhY8vpE0)uBH+ZVa>@!%rU4uj(rh;{@q9Cwe zo@K0d619XSo>^B_+TQY}gcvNsqj6Yzb=LH0sp*)QpC^)1w=|EkSrJy=yh$6Xw%#WP z#y<}Bp1*vDWtx5YX&8I@S!7VB@HOKwTqv_f)&-?PsWP-Zv7x6dJf|*j9#v`cBC62`P^ZRf~&FUQxg1Jk=%g4V5aOO%V!yUJ%AMetVC*ANUFy`J=F~r=^|R46)j9ZO1vf zb7$-NTzo>N#I$&7G&eSPEb_!2<4SPUTBxKSWaAPj%IW@7eK55)Xgqx`)PL!kvhKRK zV}_|e1X%px(9Nk}@hiQS-F@sKR&ieM2h&7m=Lk?PY}&7gES{EjmT|M?iRt)B^5&MN!;+oLXw;sn?C|c(jlVmOm&0DE+E?NAKkZ+xx|=$wJUjJut`QQ*A#v6X z(}wgzHehvgt;TPCdCHd7nnz8Y8LT9~T%SQ?yzFua2E#4PUK$8p&OZ$)oxFT{r#9u} z+6R%_FN-0|nmF-~;KhzQ zw(zv|B7)Z_KYw~TqY@;0)JW5!9!@uo$DVQ1p?GQvlXlBfliI-cN4h8BY#pp!D= zlMgbp0$1-wC;(L{5v`!h8?hhuIA;kRmIaGw|5wtzu+I+G=9-kKC0G6CMOGY z+FoHlYBufd6hT%_I@z=~fjvP(3|~*HL<`BAPgCx#HTYqdW|y1-!*(RY;qK9JidzQd zm)PM@m4)K&D``#wkMofH6IL%1Yve^Rl35ESECGR(W<{R9H77n>Dbs6Kes=)3OXh*GEHT z;K>)+Q{H(F)%&LG%jJsr?XEN1N!nyeE+GtBUp$z*JXRRzyBQZO@zAsC0k|uylyCd{ z1mz?#PfdxkIzM?JXGOPuTbP4^H5bMgQEKB29w~l&%biyW=nm5-Vmk%~PHV?0+oQeR z>K*2$<-BEjSLwOtaMPT<{eIelG1UFU)?X~ExNxp@tmZN3-7HMT7vyvEd%c$d>gUUD zP+>`_ui|9hNIlJ$9Y+;d;@*0$L)L|UKDTQwAuXea+c$QFc0nXt@3=JO)-h%GV|}=?IM~au2i4*Q}u`dS+`<_youkwXX!ES&VZXSJ%}N-(=?t1`FWD zi48Lj;24*?caJgKNVbb~&3>Q+p)oIbefVpcJLa%!8uiF|6z+`<8!3rUs&cBmEstuB zRFv|5mNSwB^ZtruOLdqS26NxdyyvD3J|~eRpa_*UVB2J>b*I7I3;Y|b!3@;KvwQ=o zw?1EGmhI2Njzvcoi6_{)Gp7YD@!D6t42R^(%PLTa--|);WJM_znye`8&a0r}a-cFb%VffrDmK$x9lXeFtgD#XA6Eh$b*OAXMLIDM+HYsB9mesp? zHC|^Q6XL-}slv8VHfQ^_g2wxWB=^EKjKu_s>z3t+7r$5~w_iPT=HsyyO;noYtD!3# zViXRc4W9Jmee3H9H4=Y3TS?d3h!OPwf%R@jCDG-Jej|6pd*3~`TKmS!`y>)iYUOBi z@S|HAh=Gf4mLWyQ?JA24eRuE2orwmqa2EPIaM1o}eX#b%5B5KBgl)cZ9P;>HKWt3L zZt%AfRiExT1dpS%#z`!Gl;phx#(K;!;GC?$`gW^(h^nj|y7VW3c-KN^8t(6^x_XCQf2$UpsIRr-os_ZBfb zy=gh2!ZXX)!7$;7{m#9M7tbuEnf*v4LFtn3M4Gfk*uBZ^Pg8|QJ|6$d=Iouv%wF_$ zN8n^<{`oZS%FfaKc3-Xh8}1Z4Vh4CpD2N`-pyn|VVnG?WIBI-W0Z^Z2P5C-=ElEl*vth}pD zZm%dOa4XcwO~4XJP=(}yeL~3@=4f>+)}g^76}!CHTo_fEu|YPc;H#bVqEr}J8vIlN zTEod`<*ib5X`MmP6>X!ExlhHAGW<*e4K@sP=B*Oq1T$?)&Usq^RPwIGUlO3HKEDY3HY1dP?i6T~C@J!PfRhf~5ij>7G5|mElJ!@8_h0Ze#Fo zmcKIaj7K!5zyh!Tzlp&VH9$jpR5}atxM`Yg%Pm`Cy{gBXcxEz zhQ5;s_uX`%>RECNv%=ny<}9ema-q&eK_S?YmvMR?u9~_HCH7ETM7}ax@|155LD`}K zJ4dYPh9$r+wcyggo6Id!xB-*2$o<7P%PU7dd6Ie#-z()qs%W0@nX8#8!iH3^#fiwF z*hFg$17%BX!n9%5UP#MlN}Pr_keGNF`+3K5ktWWxIVbb(%Ka#P@Bio$nPj&4m)KmS zbOz(H63(Rc>v&47Oets1vq_r|!nAM!ZgOc0wG`y|CGxbtXu!XlHkYIgrI!0oFK}p{ zAT5nSOaW`N8(eOJG;=!k(wGXfVG{g!k`MQQr)|xw)ztf*5&KI_30#Bcg@52B)fc~g zVl%%%D84zo#?KL#j#+6D{_&})`)&R>t+6|miFtli<)qHJV2IC@Y3c%VzuMra>17Di zm;&%Gbj?BRzNT&b9Lct&fn8Z1@vvMTE1Lv(rh~4iXpPz)a!Jc$fkXM9e-8)FMEqY< z7zCx)4kahejlX}!KA^WfVZzb)*}>T12Q&PT*a{~b^f{Q#>toDqiohmp#oE0&T*q`C*o#e0c)7e9 z6RulW^v~=~Vg}W*=V@R@v8X4@fub`VtdmF<;H5phEeymA8Dp1OAJ1Y1l^(Iw+m&J{ z2?=y?M{mMXwp52$l-}g8$#+jx7L`AuN5mp4S$nkPbCdW0YK?W?C4+gJ_zZgDcZ%&5 z;+4U&D8;3SIWKo0H3R*8h^(Ev9_T;vS|cfw-yt+XETj4up8}546SVQ{(Pco;6M=d_ zOfZB(>++Q`c=O?5)BS`|B9YU;Eg+N$qPIaP20P7r30v;x^3&I(g)fOR(IGJu%#3y zOfR76=#o+^f(}dvV0~+jrT?60J}9Oe&_Ll$lFdd%{e}e3LEs=k^OY<3lfPKU6f_gP zC_{IeX3{_F8e5jEx#9^w4DXLrBg3<7(mxQ=zlPpRn>e#0I>0Fw$ZPX=GZu^F1^Cfn z-7OVd_GS5PRuRXJ$V`Zp@Bm5WV*78K-&RZwKgVd2T|UR5WGbPPkYNL>55%*Trku#) z1ghZ+fN+8tcWJ)*I^=>$#-T9O#F~_)^Aspq9 zS?EffF&AVKueKZ=Qp(}~YQ5Iss{ID*y0`*4naSq52(=>%GM7;iZGvf}2qPheX~Mi_ z6c-duZHsB3m+%~fgt69clcy6_#pY(CSQuouo0viWxxnxQ2C1+Zx{?dkaJMvP}HNAq3*#`5r&ItM?6-ppsDC zw-Qid?(UqQK3ZNAA>R}y(Ynxl3Z4tZsaW}q7!v|D>gY(LpofO9-Os3N8&Mik>XATV z0yuQv!~;)Nz2Sv3LS77rJ{nu%SP=vBKQKqJ#`svx>r*x=a5wuF2xN`fdCA zZ@dh*$()1%S#FHR@N=v7A9~X!4%8hY7Yzc|MS*_t*^UwWsY!pG{i!)5M{ZYL z#g{KW#23xgPL$-|!K;x$?Z=R-T%2vV2o9|7Egyf9(OL>EI?$N&cSt~=`IOaBdT4W#$ z&h}2HyIj~bEP)z0sQiH#c0_57n#Z7nGl5dM!KNzIoNN|u=g*`qY#xqY(aHh|Uadz* z6K)X=mQT-T914-iu@(kc4x6%$vXnNcw;mT@Y5~5`zmJRim|!_9{Ic#+6vpMpn&-;-4!?#Pi`>wm z6*oHRPmri#RF~VT&oLN@Pa|je;baG#UtARIWC;;ET|H3B+j>QX%8~I1&19b$sp6>9 zNLBJZ1{1=pp(9hnnrD( z@;?*`NPoTwA41xlB~hFpk_0d(7VP=xy2-fJTgX?~SY7@2d#aolAaYGj+~M%dqsyUk zJS<+>QCvSCpMM>^2s|U0bYm1gfKvETUsw=WF+!2Z?L|~h1bR*QU}B1sTI02odq%)7 z?Me0lW0Dk3K}m4RTSKm+-Vd!uh2`zH1##I^;@p&pv{&4P!xyn;NW$A==B*1Ye)otu zVmm}o#vRhiMU}0sUtJ_y^9SFnRa_(;LaDq{?WUi z=A@Gve?!ql6fpXbKdz1=LCJV*TnP7JKihox4obOoxY~9zw7?$dZuL@BnwYhGm%y72 zgjp^8;eE;-GG?rgys9WfqW}D53ynaUj>SNiTfPQQD(xx4`KPYux>HGYC2+~zP=F(1 zaY!o6dOwgh@&In-{REP%U|i;d>XNwZJYdR`FIEF&uq(Thl-sc)#~Dq)*o(a5RA&C6 zAYWn9MWX^np?gR9fGhXX=h)vs<_Cg}Z z^0o(u+oD;le(9;#z6mwC_25vG{Xz@Fl1Or8{lO$TexLd@=l8*s&|e(~e0zvRkAzb3 z&HADwxd%qWRcpj!^&stm+}TJ_XfCrWTl@8b@^h;Pr#UXB(SX=Rd%EGMj4+Pa<$*DF zmALMSHSh6r^)t4wTvy79Nh@*%Y;B9ixJU{ufQvWRZhygH>=?Eym-K@)_pF z$V!XB6|+1KM_TFZ1wZ_`vXr4?GCq1xOxslgUaYUN(#JL4Ue2T;ZhjH0mzoX6TQ@EE zwQqb66_%&{9vmy?xK7Bs)bTJ>@74ti-O``408}MzW4hSrIC%pflNf*s;v^lP6X`Ya zP;lOG-$5{*wL1952fWxWag0MRCB>$FfIIR>2LT#}8y*gvFS251waO*WN=la7H8z5h zr9*}2K_QN=yj}bIbzx@}M$N&cc5|w(gyea9$`UOxuwcNU+EXKUdlR~%2m1S0M|0)E ziK7OHR&HwgOI|liRu{GCsfl2V-RC{CklV|P)tOm2UaM1P0k!x#Ii18PqP8KU4*Px~ znMjAUtHpJ>$}heg2GwxA5r6MCpCFTB@?a`!bwOAiQn{j?HDkL7G#0O4X&IhxQX9}! zny)(tzq1#Ogcrt6Q<>PeGZDn+s;j7r@Dn*pr*s`8GN!xF3G>O}D;GM|!sxzS!}~Qe zU7C|t9-i(BpU>5^#kZYlY(g`x;;#i(TjH~;a4Q5MtUU0j%51~n{f7op$*0^PxCgI4 zC^TCSpN^(Qm*tl$d2q(2Cf>HdA=ErG=UCgyud|-2ty79_nr*;%KCNDZGPUx}`5NiP zJaT`sl51T{u}WyT3+3*cgn4!1oZ}K|r8dBXsw=$NJFi|j#D~}mzM1nZA<7U5vG<2+ z6U`Q!B)@1IbS-sW;zDg*;(q>&xgYaX2@uB`+48)vw@&-me_^OmvW|)XDBYYH^~%9b zW#J!&scP`mN&5T37(AG&h^4hK#;w=zyQzO54CXKa6TC*yvyXtV7_xFQ*mo&oT>YX- zuN?7;#a^%FpmZXTnxiHftq#Kx?wgp~)2e$`Pnl19KJUHD%V5`FNLc*!)ZoXYH)vPS zRcm~~6i8z~|ATvNM=HzRf-c^5CMaj5hV^c3MC8#P7qamn2xR)B1tA{q)jU@2T)9rJ zR$;yvqjRvY!OsDP-!_65-l|K;q}gehsJV5>HFyNZy|^8hcCd;dG`MMq3yD`uN(xK7 zqdaxHvqeCd^!;Pk!OzP{G$1hj)LOCoNjBrIe)TlT{7qhB<-QWH&m9fTQr|ts7wPN$PXxvuNy_$&5kga%&NvJZ=`%lqT!*A(v1syPMFaT?S;W1vOi-lGWE zLme6MYzpLn6vEl=!a@k-?B}3XczQ!V({5pbB!NUkc`Ta>i5Vm!{#5!>aRXdqMfa+v z8xDA?B^Ia1g}=Sq2umYeH3yOQOLS#b*~KquXurU?jBY^a$uZK9ec@;8JuJlRHs+5> zsp5=uCkgN378640(lM`VNXWge2G!}ZxYF1D#`wMx%1Qu(pn;+RdY?c6HMnxCL<%jh ztuX)r+5E3A6JW6&mK1)y@Av&(*Z23=?|H8Kx}xTmT0E02Kg0 zBmhp6Xj;Jk#fWJ}P5WL>3-UiddYUo+@jo#X5cO|t>9oQ4&;L&h^FJ0%GwZ)KPFw)s z{jXTN{}?g7#$%e1)B3}-cuw;_ImV~OAc^>|e`=Z&lZgOkTGOZBbtwh;Z@tdbT%AG$ z{>hO%&6iUU|L!Vpn*SN(|K|T#;B>A3%>Nmq_W!T`&;9>Z|2J;BTmR<50{@f?PS-HK z(f{#HHx>k5l0n?%lvEz7hs^o0~V+oF0{QoJ0d8J;)fGaUCAcFu9~(i$9J4_@7vKlha838V6{ zV^vObWSvhOY-(i*H05rqp-M*x0X5oB5&jF-8SUEtHf9eQQ&_3(*fO_XyFya4nMTY2 zk3?8sJ~wvjXzLQ`{ehDk_ODsF&BFD$#Yda6KMKhu^NlF*vaUBP9a(p-`hO2Qam~h} zdN=plfU#@yiNWzJ3!THQT@yP4Gg{V^8`@qBS`n5#GVWpQ&GM`o+9R~FyE^>(+u-Q( z{w?joJfGriKkVFkR_*EkIKNmOxDcKbT{HP>W8&p+pQnTflrs{{M$3dq2OzF#n>u_) ziSH4!pLZdR9HBT;o71zC^Otl@u*TyMvg45hvkCxwTf_wIM?KP zB)cifN?1N{K$yGbRgBnG(TfOd{j}H%;WGY)$Kl@K5m#-tPZxRq2+*!mR^(7}SR0xNL`r!UKUApY#oZF|WOXuxt#9he97D zB;~&}>pcV|$sBE<@2T$+PSl<;jm}6pX>sIaFhn{QjIwt04vw4SAC~0n;-!xs`rEHC zeI)im@wUY3-Od{he;F;O}EtV_jDOj8KQk3#VM^s8yuyNE+*GxO$ z_I7_n#wl!2Zz>8G&>sUvw9#Vzc;z;;a5FYJ09*bnV>owP`1==eNtdPWalg`>sVU3P zR`Cuu3$MP<+hSJsF&+_@7ZaZ_XTbcJaAmhG#prDRxAdf?l!=4M4hLz!ez&gUvwn|E zEo}55$<2t^B=9{5OTG$>1!z^rQOm?qa-xG97Qvo}R^uq3W~Tw5wZzD##7H9?tHITc zaHlr^kXhC0qgf6FrCfv?GU7D4lM$+N>lBG}VJhwbsR_tOUDh)~xC8S~*{))$wFynF zrS?sl-tEJ&=|bAMInl4kPWLi2Y^GvsLt z&j8NE1}4Ra=m6Zh5Om8*yLKub{$Z%ih}U;0I|OHr^W$C6lKc-R7F6?G30@g`#vPZ}(^( z8mJz~t0loUxVHqTDZJ0{+T1((()^%zhmMg>8Qtx5CzDb0i>^A-y_5TGwl{=`fye2c zfQ-oBZFkN9uD0HE-=Bv}#a^>&L&_;ncVAF_Fl^9!+TVc!F^g5TPHcR7Mn*)l<}`8X6q^}QS&Y1vitxRai25n9xTMnvTkuA9{{Hg z98-P2&G#i387Q}~t}I_gXfT`iysebcVDjtUQnv)WCL;fe%37d%Hvfg@!;GeDvNlH_ z9;x(xaZ9TXIZtyxXXE|_QecQGT$pZ)rQEzvnOzk6Bc>Qv43bAL(v=);X0-gIbD z&5x@eJHDEo`E=KXJ0W#6!?&C9@>a{mzto1HGyC1zOrpeRf3J10~N6oT6mffz4gscUE{l6iSk;%U3b#2QOsb=r(s@O=~ z_5NG(em;V5poY(aFs5%K#wz({eZ0 z!{qlb>QvEu-Ny$Lny*Gp*WqzTpUs(NYhK@Rb)s#qe2j;G&9FBow#P4Sw0`>Co*0&<`!e>oG)hGZ@=|T zB@5!!XM8e{I@>1LzZQs5@dw)nmLq&V{<3e2Nz~|m)~mw#^4y=lHLhe}EkH)0)Ys_M z1VFc1s1|}!HbraBsTLx{C0u0!BFi*SktNKsKtecDmJL$-T?qD~q^^9$7F_juv?!e; z7NfKLsX#S;GzcR*$rVjtG~pz9l)x+os~o~;K^!@G`o~wG$-wE}5yT^SX^{ZBLe47F z6XWz`V!f;?1Q>}Ny-JWR=c=|6G%Ae4TtRpXQTY-N=jxNY@gh?`xnEzW!72F$(pMDq zQPk*1l4u=HUQEiG!poaDV@NV|5+$!EcaRC%4>$^o0?X;Tk5tMGfeu4iG>@vI^0c`$ zcWb<8oJg^!i&RWm8a>+$r+7o6crs+8G(`rZL&jDXVBEJe;b4^V3yTsZbinc553qFI zT=`wLdn!@hN*+7L5gVYP-JI-FrusXOecDilBLg=KJE{rtgXl%qxv&RO=gp%uF=Xke zvHLvjI=d{J+nBqLz=ZlhYire#Z2Do=HGTATsr;!E9 zb$AHBkUCCQ>>@1^+2VBb7v=J(s&4#eV{_R_96ZOo%M2kG za6T`wP@cqrpe4m!cDXi;EjnlK`CU)3nSJ%QM4V1`SSiUP z(q)hXo#7xVVR>;KbWuFTLPswXs*XpjS?DCX2gu8u@@(6({GhuC^~xvOO7^ur(1 zfE}ypvFSg*Tlt*nXyE?(QMrAh7q zUL)&Zlu)Z)Pah|OKA`2~dM%YNe<9s~GmvzX_L1C0U)c`t-Sc?@RUh_?v4`v+LXz+C z$PDlBfxUQ%r!tW!x#7idCL9g&g6S_s9#n?s21vw^$82~c!^-OPA8p?V5Afs*y%|vm z?O|;G0dH+A6(IR+NCmVnS$`e#74HX?mA?6Wz0vY2}xPkX&GEn!BBR?eD zh{H+JiB=>?)BwU)p#mO3+`x-A-U8hL9IkG8Y{nIZkqedtDRFdpQZUmQCu#!<)&y&D z1h8xCMjyU72geNDCQ<|zgb){hXR5NdGo$ce7(>v! z_lPQFJgW&1rPF)v$LrkiF!m4cCxA>!y#DN<=pIWgK3MpU3jX56d`^H0K%G;<6M!z> zjJC$guaKz{p@K~}fN~W@JdP*|Rb-qfb7eukiBHTJ3O3hgNs_XL3qi?jXC_!cd9o&1 z$KU+u9ZqC_sK_6w`^1S2It&$XVa4Gm;W*%2N^D#TBqDxKNEJO~DBhNOH5~ak=EvPt46KCQ_6>%n4dH6sE6E%I+1hMgG{h z**S1DRy>i*u@ovQNE0@>+FxkVA9=p6Sd~Bh#`=8mYJ_A@ez8ABo5`ODDu4#{)$Rqo z;S6vJQ5;hUn~+sbMVw@mh|G%1DAGma!1iL_BA!l6)SW;Yt6fZi?siA?( z*h_C6*Cn!4$Wq@{Ks-t*Za*PrBPB^EiU)Aw62gt)ld_w5ZTrdIQKGIIU;M2MF49x~ z2^*peCCk}A2(a!bQ(UIp#OCN=<|g4OaWGm zmzNN37M_D|l4aY^8W&+A5ceOD`?HvG+7l|Sk*qUNei)A#>D)Xnw_qSa`H z@IuJ|MY~_HZ1^HHgw(ZM>>K6DOn|;`mtdk0T2akK(Iq#zHiT;36|DN)Wk0r|VhTMe zydv5x&~mOEHw6`)L>r5%vId;2_iDdHUtWv%TUi6=5p_rY;(C?Bro3Bze`!Bp{DQ8@ zf(6Q}*ZRY`Vi*2o%ys1;Q^Ba^CQ~F|sgoJCx&=bnp&NchI7ty}vh1e#AX9$z=J6_m zxSYnldJ8gR!r8a_Rd`SX+-j+V_4Jh^x4GQ{=nj3d|F&+OK2Z3#-z&Uq7P2W-4wvo_kxKiCU`4QzMa(GFpOtu6ks7)dmOm(VH_(Zu&# zOEY=OI+AVfUD+ozeEaSIOi({z#h<-b`;ZRpy3ec8SMl$c)`6;6L|tQ>Y%a-x);6G_ zh#u<=^gMv8go+IhdCwURgS@)84|VrQx`}rG@4~F%c5Q}%_!{XcRs&BF)T|CZodR8B zKjn7lG7SK3XMhQ)Bntu-c8Q-ObX{F1Z0(fJgg>0RAw33vO}9>}?=bNwz(**bLj4SU zELw+AT0A}xN)xpL0egF7C>{v)Je4y+bN!zwPvAkWy1kd5$J2UI_{V#7WU>y~7f?YK z8_`c(>KD7RB{BUc>ab8JCZKUZ7L0e8H}F(LRk{IoJx^f-Qs+0wf6h>f^aI`wYP)G* z*Rz1{d~p@`#BZ&*mIIDyPZEVdC~J_WgW@^bG~J*GC$GbtoIM1GP$a{{0!ssN9*gbh?i)Xit#C}$WtsNV`|c*MNB4wl%1_3uQ{R9(!w zlWi>MCT6hfy)2ZZUh{rXONZ0ZgCiece?9T%kAiWb*bQ@X@}oAyK;}Cdh(jwv!35Hn zh)GcNj+OEF3N7B=_>(M$rSARo%#5$V;D0aq44=g4c8v?2nXnnRY|Xf?mJag21o}|a zbfz%yt5{~BaQa#nN*5o*+3)=(OQgw8e0wIxtAFX$r+kOcV}X_lVIC3kpeG!k(78|~ zj30p&pyY=j;nJk|B};2RSyqSCKE~BIPRY_)>d#ZpG(yn~=I@@L$}l|e*Dv97f@G9z z|Mr&-ffq0R9r#^@S2wJ~qF0rsj;6Zvt!)lBwgi0{SZ#7kT6$_MH_M;FJBBFOSxh|Q zp`3g7PqZ|R>OJ3x(dUWJT@|7%dC)y?sQXRqCeY&SICF2n3+L0enP&{wnl|`Ly3XV1 z(4DgztSg^>N$+?uysEGHd!Mcfy*@|3oO`4#aWO975(s`?{q2t( zi<@hSswhMP`f)$fTX#9JKU`+lmf_ znH!K@x)VW0c}4Ik61<+jlD;uSX6t95p{+(`o_y z0P;o7IJaWc;}_)TrrsO0)mw;*e4+WN?yzajV2|pIX&LM3k9fmBFM7y!s() zrEmW+s6IJI@b|Nu`}3SW~Hi*I2uX9guk)W5seLl zP?ClasYp^W<4|}F6{B(|inC0xNzsOl5jSnnnafg+RV_o{63C9_PN~^M{iM`mR0q{F zVu$%`47AgDOQt79iCWVfQa!WL>}^Iw)IP;n8QYlL&Qw#)?}Vq?qu=d3k~qE*;rfi{ zAUbZ)(P@K)1fPC99S43DW1tJ=n2Xi$;jU z?4c~9bvrZ^jAp@!y)`VfLyGO}tVV|V>;CreAIzlSA7zSa4_xtYiL>h>{XA+CMlI!p ztR)bYzHOEH7-s8`ToDYj@SYyq#Ea{ib=+XB4At*B+0V&pd1wc`=C>a`fiM%`1JX z3HhJu(drOZsD2XRbj7wOyT}%fD(}nDmh+CvDZ!>$ILhfa_j)77=Qi<6t|k)q6K~mv zxcICDuH|$A?pCA=Yb&vhHBOt}%EXCJ=+~mV_3)yZVe>UqAaTK9{}>Ysq8n=E^1V3j Xu}EiJ0pYs&2wEdGSa75Zi$eV$Vc^F! literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/0003d2eb_S1_01.tif b/tests/data/biomassters/train_features/0003d2eb_S1_01.tif new file mode 100644 index 0000000000000000000000000000000000000000..93aa9244f203920809c9fdee461c024f60d33f29 GIT binary patch literal 7371 zcmai&c{r5o`@rAX_c0qYW43o9q|H_-%8Z@t%gI*Fpi-nsLQ!T=bjVV+vdyT|Mx{*~ znF$ef8WKX8NlE3LD5q57=bZ2PUDx;b*YA0*`?^2({oMEc-p}*Tb3Lz{n<;<>0DuAj z5EuZNCvaXM|HaUGhR^#(=LPn!A2H9!fBEkmG6eolZuz{S`>+4+9KC-ToM-yKG0Ry1 z!2Yk?wf{17KE`jJVe|UWdGVj;ziUj*3o#x4kAG&K(=zY?a$eKszjZki_D{c#^IVsS z2mY>+G0#^rq5tfvaGw7jq<`msEXaJXf6xDn3A_KR|8@Vr>VNa*PwSsrDB$mQA@e=V zZ}dOD`GbW3qa+CWO6L43fc(eKHNc?jGXKuO{i6XOYiE2h=X9K4K16UPAV|2u#UHe` zN&%!)jgK{{Fddme3Nkqtwt}{NZ_5I&y6qPh(^pswPM#Y%5D=8tzMhacb@FRw0tHrmYo-PoZZ>r1j7w;b*kGz9HDDb9!_CiSYc_l@X9Z> zE9s{PUc{e#tQ)k%zB=5ibDLY{quv^EX~wIYLt*Z9jossP=7n9WZnz&ga!_ebh>PEJN)z_j5<{ZmLr5oG)}M7%Q0`m|4-~EL8&AMH z9ex_KJ2ZCH`mNft$xT-I^oC^%ro!q*KK%j*8JU6VDC7#Xj|@Z{KVOW zX;IB665{zUtNz(eZSwsc*kp#xcZII4^41QP-tt-H5dY&v=+BXXro&=bu{ zcSNt{xJW0@MYesy9Ajm58|E13I*%V;Say2ysIfcJd?=(N?);9WBudM50dS`0?(#B6 zGl;o|6hblZ`0Sb!R!of?3L-whkE||TxX9DS8)1IZ)qBr75SJT(fUl+;s=zrEZ;|1g zd^1b}BDzYeaA! z0zDGC0d^!ee8b*%Srl$PB4fXl|13Kq(*b>POK{p1qG9lttbFUr`rm5z7oB-?ZD*O3 z*|sYT#dKdkl(=ZwZt4c79#8s0&%wkZL&mm!n`9@JuwH&`k40wC-^`G3$}=!oTBiB= zbTLvMN6{ulxm%|t9X7;dJ}_FGU3xg*^Js+3%qnc;8zxR%vCqh3ZwWuvzv$2@)whzZ zDD6p$(S7GSaFr(>#P27xc_mj>7-9&Ds0_19_EF#6&>qt7Tgzej4!x(&=eZQ@sfk9k zAB0EmA0ut%vXCuF+~)euYq@PvsvA4g0TBDgk1SIxDf!H}u>4T(=f)C8>G38B)b&B4 zBxTW%BRR!|=2RgyX0=Jv^Yb3YrCF=p;$|Ki?#VBIYio~bb8+aZfXnwi-3!q|ZT>nC z^=IPA#>~ha8BVLB2MZt6HNQwqN6TS}vuM0Y)=T3Y1EQwn_?t9gl=kg@m=p=!fAAcd zSg@(>x)bfyhPxk+2)pi1rW_uNvzVE4?I4nQ+lCyms=kqLnGUMPAF0U6WyHDEu{CQ1 zct9$Edm)o>kY;OF=!7W}A|b8-Q^@-14Rn?35?sr)Pr6x*3Bt?;r2q`*2F2w2z8x^< zc#}g8)*;zhp}1D1E;7GEA0|jz#&1|nhjNh&Zk!gXz- zR!gr^?SEa=>g&h=rh>8sN#?MmyL8p9-!Q(vTEG?6)Ck+{7)68FxqZki-8C}T{E-Ew zAdquPd4VE^u5D9G>FJKre4#urjfvx{&G?dG;*#o@8O;}$W| zviwQo-+&~xz}dIMX8}o-ajr<941ouSF1~N#L+$Pe!D!qmTN-X-_-cOV!xWNo`d+Ce zelv8k#Qcn)lf&P!<&pY2CoM&NQfTXnU0t)Hm2m?~-4P1`B3Esl(Xy%q`@P&AtwmVB zt+1@!lP#>WIV*ia&>r0P#OK}u$MNYZ`*@!tZa?f=yI#2 z26i;CAW?y}D{@S8G`!#%feu<`dZSleXn`b1E;+zGatA(aY>RTj?R|d_ab;}Tho3UK zD9ku$J)W8|@#V_OCCOOx%!pcPGuC0j!{@&FjLf~I*Boxyrq$SNQ~3;&R{q+JCPl8f zxb{3pFuil2Gi>Dpvzq#qj{@_6uRAX)lL?C67lZ2e3!MX%w;W6sWp-xoZr1eSZkmoF z)L!t|16@#q{FsgFYgZyo!tSn$S%w3P5-$VpT+yA$mp)-O!nI?Kf^r(JY%uw`>w3h^ zj_(*r^nuID6*}7RpTp`pgs>P;3fhw)GdP)Yx{`NmF;b^1O1JJH8LOP)ianO-!24~Q ztz$TOvf#`sK&?LCj{M4}(gfIK(kfVzlIane-7JrymUil6lsh=)_f`|r+x<|!~`KV8Z zq5YpxkA?BcsG-5K=CNgzZ=Gu}65ADf?(Nf;w=>^9n!&e8SF6|H*?DB4;<`W%vH#&T z)|G-zH_Go8=DR{)EdEUu^%Z+E+6y5VGm4*8P(cady{8AV)kOSkO|98s-zPOUq;FY* zh~N)CW_ZNttv>sSSk%wt%gxhuP!=v60=&W|tb2$6CA^r&7179-T>}m=#^{|jH(JbU z=|7@laT6gX^|M-{Wx{6-q(BIaH4kJuE#Sv z(xlxQTfB9i5U08&IHapdKQy5hz@#YBD*>>MFuS<*!E`ijCOQ|p`=xo(9G`J&iWTSO zK{#wy^~Sc=J6&qtd0WcBrSCfN*|*-N6=nU_UaBX(l>9{LqsG6$RU<{=nD2IOaE)O1 z)bHiiZQ#E5Ydvg#<-0w*qdW}-M=t)QmT&=Y(YU}cBJKCi=PJ=rd__$?Qg~lCIdwPo z6dd{0YaHf~fAQnm@n3Q@PQwkr0v*6oHSNP#b03v8DFlevCe}!6P>IgL^&O}y@jyz` z31C4f|JxH=Qd@ib)ViEVsM+&(je;05WY@Fr>Us*Ys_u(}hmcSe{l|m$Rm6KAUZQ;a zjT`4w)ca#@Gu}Cd&DOc!?3TD7)yALiNvRxY+q<8>;Ra46{Xgv6{h&>Ezp8>(W9G6y z!6!D6?Cjp5VMF1wPln80swQSPx9Ftp`tVa_<_HXbm<2=!N#1h+AI=kQ0rK&B0z64V zg@}t1QibK$la<%7 z`L#IyD1mehCsOkOGES|800Oq84X=1W7akyxdg!WpME)Q_6GRuL5`D(#nph6$qYhuq zkuB26pP|UukliqnNDm`mlDbF`sUxb3PL`)2AVn0iAyY8MG+#{79^qpzLOm1|kPw}_B1u5S~Y{~89qV;4LkN~0L& zPdVZ=K-kRb(y+mE)ULN&g)J4L<&mejfFZTu2TyCw1`R+zG}JWqjK)L9g31?tqNuj; zyFoo+n0~kM0!1wcVq-wDqRIh!oQ;7tfh65$=;w-(aVg#23;9cUVD!RcVMzHUZg+%{ zcpNFRH0qYXKna1TOAY>I&Lq=4*+*;5i*8;AZ(H<#zqvHOK-!bHnvVp;?^Yi#=Sp+1)KhCja+c=pnx}O{(R)4WO&f&>E$g$Tws6Egoa3Fg z+I|-Q>01B(Kt(vhe|Q}~1!ehmoji`F%(J6Tp|#Eg{~vam9*(R;5P)Wi?+~x+2*LLx zDOFg=hVUnd*A47N@8Kd#`yMkG_(~^Wm4kc=qOEbHIqJ*ZDe>zawMHE6q*Fi;4{(H7 zZFUAJR29d$Fovw6Ag}Ln5$zyqf4cNYdCEvqK&Gn#uE)1?qZLxMFt@@AH+eVL>Xf_q z6fT+TrZbm_{%+LEfkFaZPn?aNyEzi@C@kZs*FhS!(MzOT+Hz*`~xcu z!dZRx7Q4fHet2sg$Tqp4@Lv&A5`LXaDH6a>z1ehEecnejtH&iolQ!tGW zYzvdOa5Ux{b$ehyJmasyjoMtQ(0fzh7)>K5@BO%$uZK`B-CQ&SRiz=nz(f)Yj&wxS zOJc~1#J@0@LOG+C7tYTiD3690FF`A}V(Kj;L??AbO%c5U+<06N`7OO7ed#)4@wTn!lVI}9ZF=z->H2NODR4z8t~fnPbc-wA71f)sr*(W^e`32R z1pZ6a4$u*+{kfyKmZvJk>0OH!)nPzYbgvQ*w4heD#mM8xkT*N^dbomf+=RiM+EJ3~ zdF(G^9BDQF%g0^d?^um+SMdxSBGpfXNyKOLG`A&vB%JIRtB<~0(SQ@*jiVc~6jeCdmMC*b?FVT5 z-w6zqRIa8;Yh(->R$h$^V#zd-C}DP5kO@OEK@M7;&ZjXI2hvMz>B?oiB!>*~7nryx zqu+-qJVUkKa7ban5UoATh=eIk;HA-rHLhgQ@ywtk4F4qDIyDQlhl^fhmF5sstBx>= zj(|R>q_QKL1P<`z*PwHF?RR|t&8(i1sM`JNNZLKOI(vajrf)(9yqIvIS9De!>qyIcku zK_RHJ6AdI$IO$t+xtNHO)61W$A!1W*a9@SuHCtL!$$X8KA4A;!P^k%FtA17mPxF+u zI^X8x;4BjGl%K@IRSC2ZszU6@t^qHm5XGNR7+s z5LdYP0&KtcZ{SK4B>K0LVR~{iy^x4A;z$}GJ2N0b15tV*iDwm&I8b~}KLZKO;s>(N zX&%u9-seL~;oAF@J5?9>rgZJn3nyzSs;z`O*J|dkds%4Bfbydp$sA~_l}}OkKe@^aH*9HX`Whw2h%XNi2NzT8)3V`CBZYZi-gfCe( z5%uD$P)J$*poA%}B@8Csln+tF1-DokOrQf2nte+{!w6R24lRXAb9sYRcla~>`)mS; zyE9k^DDKk+Z{AgS5Fj5KSS?(|E5N3+K?B7DHycCyaiSs2kKub@B}~5OUfDQ`|0{Ly zbCcK>t3@>p0VGivVg{v@Zz75ZRcsnZ!DThDRN6a$NPIuc1PNJyuwC8^`r)M`&E>X4 za3vwkp+(fglW%Jo@7L7A4VUu62sN2&&bcLrSW2T0f=jk>U(S zl>C_8gOdLa3mbf_S>bto0H@vZd-=GY!^0<_tF4rXWdC@g5s?+o)Em(p;U@eGoi6YZ z4>ahiU_<$Cdm9&agLS-$#ogLzf-LdrMr*p*8TP`i2ef4?KlW635Vb_+Pyc7)N>1a( zXFtQ>(!Ab{QD|*A?dPsOz86*bwXY&YN8~}?nBFg@QGtv7FY>X<5c+|V=ZXY9Vdenm zG(%hsG}a7gaEXZtT#e^oMFU*9L+?QIka#N;Vmb6eP30fdZ|r-axB%1Ke#v<~|3*R{ z`0!G*l`Kyj-Z+gCBhj2W4Jg~i#q8o=qH=Y#d^5V#Q(MV~t86)3gI8iTRN3_Er5R2; z3O%@LL~f+VKk%CCNLOJY-1VH zSpD{;lq#EHZ^|4~v;g4Jcicj#GGCWl_D<^q<8Obz>71T)26FK72T%_qPX18YK$o|} z?lq5#){udS@t0~OKLB~K?+^J_mXz=(_cfrT=*)ijQ!~re&VAf8&C?vl&dyDMm)PRG zi7Grp^M##CofJRN16?MELAW@KVQ2hFk){jW{miq%DH8POY(8r*VKw}z&8|>L6rsuc zFK~b?diPgV7*Wc_&P99?U4qIczYI%wzI#W}Ok8_}pe(Dzxdbk|DY%onV7zwaV8L+K3iplxQ>n<&Om7hb>qnKD5 zvdjDykIWi%el|fS$u3`inxscA zfj~&7teH@yMx1+4=p&vEK~JPCFvy9#z6eKAeS3><-d0MBb?AcJGR73J-Hm7tIlj8Y z1%hV1))DkAA7@{Mz^Y)fAOV2(Y-2uH2Y!?-%sjl4u4}(LLu#+^hVWDCX#i9SF zX~)RKSX8H6U^yNYehW&cp z?yGYS3=}i4M|BT`Tj^?+ZVv^1i`o^|C%$dFu&);=UP!6u{OVr0ZD+w2j=aBM>+@H_ z{qY08D7s^b^^I589D4ia_AXvpsikB{^l;sRp+3Q{OvHwb1G)qwUF|-GK-9PYd`aecZOhRHq6;XmB zn|q%EvYnm3H8Fwy+!6e71kU9}n?6DZ5pl!TACR)~Pl5kkkV}tf(5&7z)7z0yo^JL*lrxg3F zw1z#oCV3PWl9s*O!kB1YKnpMQ#g6PZZQb2~cA5&wPMfyO%4%Xb3a%l#j#)xA&Q=i~ z(fS63zRqJBleD_<+}%CqsIHG(1NB#Z=%;mUlS!88r_=IfYBSV%odphR1m}~53vps} zQDn|>nqr9kaJw1NK5O~$xOjTHhG(*nq(c(k@#~NbSwMO&6iLTuNVm;P9Qb@gzFBhT zcFEcn$%B%(sR*nn+sugM1W~*XeIR&@Uo=Agh`;sGAnDYt zrH|h!^;8oB<$H>rX9~BkG4=^TT)Ud+r55R(&G}3M!uLOsm>ED%f3K4HP|&yM1dc&E z$SF!XOoCk*<%we%Fap%?K~sBDZgqTs3wpBE*+l({Y5zU9Ycjz7V>j zDnMw~fcVR=X8tcX(e!aB3TV*{e6Pex+t<|YE#&AFTnkz3^Bf6=*Y{4Ct!lj(cPXtW z0@d+xlY=G{q5G)`DjQ!pPDp1(_#6m|Casgz^;}7?+M#pha^#ZyK4zLl$MfBcg%8%A zyq3;hn)$;n%3)eSUwP~)u3*-3sb>u{y(MtqgUGZ6?OUJFW0GS&61!AAi3<;ZIXG!X N$yj^;RvKF>{U7cNw~zn; literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/0003d2eb_S1_02.tif b/tests/data/biomassters/train_features/0003d2eb_S1_02.tif new file mode 100644 index 0000000000000000000000000000000000000000..672c393ec5a90d0d3ac4ca31f18766745d1719af GIT binary patch literal 7366 zcmai(d00$+`2WwDeQ)-)ndYQNA%qrMXDTg(HcF+=R1$?26r!0HrIJ#Tiq6QI9#SD| zGnGVPB7`s_OSV*Y!msD~KELbw{{H%XKG%KSulqjt`#$&Q^Vhkqhy|J6(u0f6!U z(mMUesPP*AaYm2(p>Ycs=YM*98aG-d<=_0+IA>&00Nl7|kH70=4*K7D-N(5;hXVZ5 zBWs*b<)HpORp~hYv*`cr|B1lyS^wGpvxZ&%U;khF|Lgv*Zv3|X?S%*a85bO%Vf>)~ zlN-NS5O_%k38!+#p8~jlBC*nU#xhg!bK&k)kC=$M4Bs zpT;I#L>A7mw6&W+(Z)3Ki3LBGo!(!I3!5g>{w#Z&l5~6#@3=u9O>5E1Zy|?S6t)~c zV|KkkzPqqH_;9p5=kkc(J+_;W+mHTEWCS!G*EMM~C#mY(Ues@1__i(RR ze<*%sN%q|2WxFx_l89iGccDw)28-VdDEH=;&SFIEs9aG9ZJe<(Bui7L2>Eg?%hiPY z;$j+h?&G$^Jy8#Ol9%D-&9Y@FD**}je)jWFCJOs@b1r(&VM~N^aMQG>-w5ZYQTrxR z?D%spv$D(doqKX3QNgJ*pQRqX?p;;hVVwjzWqcdeBeDrrOV<~!0Oc*8G zEj()P4u#I8as}`mUiWI_>)TPZ3S5>w3x&(C$wg`M53S6Y#1B~cW4jNh==|Y2*KGGS zjei#(Y)(EI4|Y~~$8Vlw7D?Fb(F+wHk~}(F8mTyRZq2shZ9!{(UJJ7VMK8xNn3z3i zZN*$|KwBc#ix8ifwz57ct18EgDfB!trE7ndMcj>K)v+_^kG}{sT*WeTpOskU&Vaia z6V+$$Z@~36gl*VzEFmRh+0}JKj`sfMr#bGLOhal05wkS)w|6v_{(D80+y2b2HLrJS z1Xtc}#?wh_e{Ow!c_Zx)zTKe|x!UzH6C9rKd5d!U7bHJ+QakXuRk(^ z^&bRiL|KtgAU$^?>_}umpWJ1g#-`x#Xoi)~MuLotMKoBt!Ii4jAv|TTG)op6nfq-% zu|0Jk+qafWlKM}D(q?d#R%_h6;_X0SQ;yX;Cp_b-(E(rpr5b|TeZOE--Co;e&qPV3>cMcXd$t`lME8I`l*37M)xc1M8Qq^PZlH~lWp z&R#dT&$XG8d+w1#dvGkh@%ko$udUImi{J6j+Ud8hjS*y;SBNzwd1rz`epF^LjDRVpex&=+E3Mo3J>Cs;hLyj2Tp67#aqZ=KvuETHlT|fVr(w^ly zZSNgFF0tKd_7PX(RXcucUexhzy7(^X08L*8ta9=Oq|J)n>s3}Ax|&)WAHN;CDT`}0 z9Fxq9zwh>FEODpdI=5gN{zuo+d(v9|=h`#)#IDfe$`_2*Y3J_yaUEU7sVC(Whs?a6 z5n9b!u`Q{UR@9?-H#Y|@rCsUM;aKv=MGdldv%vf*%Qc#Q%Dq)Laf-u^@xRm((*(be z`92mo2|cH6>tc8Ko{sxl8N$!l`rwhDv!yn>`K(M6mo3`7wlx=rvm-r2Gft3(oUUON zSt(&%RSwG8#PfDOn8Ji}>rZIHuu&oJANSN5wNBMvl(Sdj$Xy%TfB{ZW?H7`Ih_ZIe z2yVi=l&ACGIkX-9-eUJIEl;~Qy&mXB18$(+SL%!kCurrC=o}wWW*d?(;m;=-frVBH zmj!%jeT<>oah8_{1erF2kv={^^}>v zD%OhAIfp{Zkbfv{kbM=%1t2^}5upwkul)8Z5nTP?mTlaEco8P`@B8-emSop&Ie7+f7D(?X-ucE-Jh`0@+;Yiz)XK&yfGPFS{8czT zTk_@d10zLw==&QNr)pEZ`yC3*w(HR6&dNXzYV-P`9!Hz@!r>>b?o%*MZ!fj-ZEy~6 zx1#C0Ebab)T)-VQypRIAHLo@}TH0pU7`?L2xypoX)1S zjxyLVDY`9`kBM6_;K~Yb`jHMT&6oU>M z7g>rkVegO5@n$N&sjn^pWi(gwo*#Zp7nIA<&vN4kU{UB>jkMJGN!LS~;^qXWmUE0u zAol02G;7bnq;D>iIbc!E$Yq%y!!_W=SdWEm>q*@YdEkm2Cy#&b&;_$1;)aOo0~qH& z1{Bao|GlW2;1)aj%cX83QMvtRi_)Fn`u6)DzxB&qG%*bsX1MfQW1#8)%@+;8&jpAR zprfO;d6Ie_sD5J%twzz!xSB$t?-Z2bAXB{=?K_*Nc4Q>DU?469`G6_%`CF4^Tpxgi zdl^=tSOb%+IEC|#6@f~&?^-h^E66h0q6j4_#tFkr_M&Qg0%+V=~NGZ~?hz3R8bkg3Ms~ z%|-*AsA3nk)PfJP*u_2!D8aZVfTQT9X}5EFV7}6VF=GW+%@oP8JjOb@%$}XNnP>38 zDj0mfTn4ztc*afv)XLWE5ENGtG=bQ}8X>$yWH>48sTb@)Sf1LQ$y{p=N$Coz`K~m&)>+h$X`whz)2_C-UBuO<;zsvOLe_Alo|Bme zG4L0h|MAKCXr_G16#r%>l8V3GVku2y0X)lH-5`9OIC^I)yr05+Jax36sfVWd52C#}f-J!Epg^U2+3^khyH_l|4k)d#G$&{J;U_8v5 z6)+oAu+c0RYpE4in_^w!!-E~s$pJR7Em6AK<_?V0TCGV2NeL5^&pIGwXanAn)lP>a zNwc~f^#_aCI`Bwq2sx#XQh?_u2d(M53`4L)}11;m;kye7O%y~$WX zmb2M(!qXmzlfw`l1wOVs_A6 zwGMz2J=oEB;3ly*&O={C27){TQ?ZJ0OmDiE)Q5+(d6gDWqzRHwCEki5p5ZU=UW6$x z#q}PUhr|nj#`)|fvh*-{-G%x3GYr*FpTJHNb(W;})&l6AM5|a(+Rp_(QP~3v<7ixc z&%)key6owqz;9H;LsrutU&!8AIp23T1%vz$o@V(eYC-iLzq?WaoQ1z@?vJEVWqtu1 zYb+?ktak{|dvMgez{Oq+MKkbu(PAkLuV`GnJ4^)C2{=(p6h&z5+$DDt*z!){=aeAz z3A}1wFegi(?PqfGgAG!$X6@3&x(JX-dt9;ayxUpxpR0pWLtvC`o6obM4ZpUC+GON#&{87`v$ z>WLUzmI8KVDc36QNpS{eBU|%GWK^U{j^bM5p>PVr$f#FiC^^zp`LN>(ba^HnET z-a~}?F@f!oRq9=MwL=`YiG^edxfkLL2xzzvzob)y)Um(ZS`95E1JhTR^`rFBj12>8 z6kG<-wdUS1MQu#ueqD>`N&0;WJPc7&E3_jg7!F{RqQoFRsGf%AnIxIt7QkDQ_E-uu zJCb?Ugz-Dv98Xpj@%?4A*YwMktaAeBHRG$_P#%o~_vgSKyV^o9@>W^$#(;vzrka z8%jyzwew(8;r*^OLmgK-uqCLE2F0LxPq#{~I8emaJ?}XBZt9+o>2RM&?UddJu(X#2 zsd%Nj%t-S{#b;BI4q~cEr7t5Zk~4xWc#svHKRpuygoekN<&I*FFQwTn3%<^S8ngO* zMN&tgFDM(KP!uKG_|XDsJ0~@6n_-DS)s_>SYAkh>d`r)ThKvjka?1&#d!b;E$Gu>)fv}mZsti9h5og<>NJ)ujP9Sj1=Lxb0vG>RTRy#y$=wqHXJKBQi1qlkm^c76Hy;c zo^zp6-++M@RW0pg>ottMxAsAN6pY`uw;zCufO7-;VG>SbzW>26O3{hl__Z3bCFz3@ zAqES#6D!DwzMKjct3&t#(sH%I`mo%B_|W_SQpL~=)CjF*hTQY-kUlni zSse281k_8AZ9Gx&4zCPnZu)pqF_8!coqPmvU^Db)d_7_dKrW|5>@x!ub5!REn@t*| z+e{$4hDu8o%;sL0)u>oSg;q2^l5ydq_(z^iNSa7F=d>sgt)h`DLr?3QaZ2i$&{#m* zPI$ETth9irZ#i3;MmCrVDl?lE3}GJaIfwXA)H~0M4)P6Bu=4nMJ>OXW z_Cjbg4FM>kmWxu2M3r)}vYV%%a~$qmQuyY$rHTpEJ;g2?qZ=w$)8k@9Aiv+5i)+$RrOfc%7)dr7=WNX{{WjKQ^ z+0nBdX&@TRuNVh1712WD&?^Q+qJPm57E4>Sv*SY%4H&o@mP(V(q>ZI_N{6sYyUwZt zG(3+PR&q^YW}@;1}))(yy% zsleW->Zi+Fg%<~IDr#w3@05Cz#?R57kmJ zSn^2RB!Cu*oi053b&(@q)W58gtKZxISVvT)k;L~OBZx?z`9%Dj59Oi6Z=dL;BE;?K zvTqnEhPCgH9-2+jyw&fg&=3;mGRvR{5y-KICsMlXsByUYGj%&lQ!^m3CPC8#5{Cgp z5do@s9_}TCaCGNIFCdf=l>TCW7|&2gagKTkw@PH9mroKv^(Z+!@eT>S?6A%G9P*5^hWKSH&unhVk{O5(MM95jo#la!HES-%Uz6hDqP6tC-5kg6f(d zigG;U^5bbe%dkP%a`vaXmMJ?uX3|cU50PEE#`Fy|#kpS*eIjKBI{oQysjXO={k!@d zK~5t6`S=IkFGbIdCK2j9x52|j*Xmf59F#{?YJtxhDq(I7i0`wv6XWgM{fYG4+t+tp zd*F?EUK?DsN%Yr8Rup5vy3#SU;9U3nvY1VajvC2d+vm(Rx1_Q2{IovZhwnVd?AbT( z=&Y^vwV%tF<$hAQ7y-4e?vf75o92F1QUP30;+1pV#Q zu&|O^tUKuW@O`KLlgHcCT<~bh7>D#}R{H?X@5Jv#Q=edLlF#Finwleb*Rd$S3VZe? z93A?4myD{;?+i%CIQ}lmUfXy0?^?c#Q3=)}^2e`kkLSF%-!fM0x;2KHFI2V@(P;ds zD2#Ub_L)nxI#q~~puTEy%noSX3@Wxwc8=EeOz#};?g!Ox6(lDN5RRC3J}d9wdHcg*(c*@*0~-nrm}65g7Cq_FhzN`F{ zDqg&A)q3LL-HGGE#GLT^F9ql41}}lwNgP|JU4dnX-tS$(JG}8)?86mMhi%9`O&-Z~5Z;!E3ByrapBi#2-1NZ^ zEqL2EXQpWTm92st&cIT2?z0%>{-w|Qv@wgZNfkahZ%rN;(w;Ixj^1f_H{ex8T^$Nr+m||Qeb$t};^pfL1ka(7OD1Yx&&wYS z{H-YoVNm~4YMKkvrt-)U!Bt7-$g$4R802vHXuo#T#Jv8e_ES);E%F}Hi;=0fKRvJC z5VU@oA}qXmOM2v%U2@*aN0_eN`_kqE} zv>)N>(WwVk9atv8uiNX-Q9fH<;U*ZsCBn9ZLK`<9`yAClPIg~9-F2`FJA*j^RqSi~ z%xAu6{A;p(5W#4IL-P^?r)Fq)TvHtxHGrCSWkfm4y)LpKBhZ6FxFz%e9vF`_*wGS3 zO$G{*jh@AB^^6^MLHVxVnfS>*2N;o>(Ni&*Wv-ox*XizcdBqulLU5^xne1pfJ;{GQ z!3t(ZcUKajU`OxQG6|}@q%^72dxzF#@?XBy3{=RH>m!!tZA}ejsy<6Vuy&e^V74de zOE`*=Xf=`E%*uEe*_{|qz54w6-pt{d)Cbkp9)m6X68|`gJZswF?ngY=_OKhTHPhS& zaaGBsXk5=0dvo8*RB7afo5NP)|G-A~D^ml2r5~JS7IXNsM$;GdT&BfR(M;2h3|(R* zB;%0ON&>s^hl#sq>TX`3e?D35?ihPRBr&aD;rB*1OWCJ8xUMu7t@$u-l5Yy5?LgV> z5gh~^nt531OU#(JcA;FFN3kBQ#?fnqtEg^NX~E{+RYgu3P1dpX)~+OjXW-FQg@SuEk^4>0OOPot60bf;d`RnEjGBdNF2@a$`9yiUPw-pmMD(z{VMCyFhgEuvrOt)-Y|YIFBeuBq y#Rr-)EMWAbMXTh4kEvx1_i-9W`uiP?1Xv#*8kb;;(rr1r;mZ>eaynre1N=X%yr|*; literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/0003d2eb_S2_00.tif b/tests/data/biomassters/train_features/0003d2eb_S2_00.tif new file mode 100644 index 0000000000000000000000000000000000000000..22f5f4f22d7567e0957599eaf97b36979a366ff2 GIT binary patch literal 13198 zcmZ|Vdpwi>|M>B1vx8w~W1BH-?^2Xg{HGjZ$@_+3$S)QTb zx-&S7foB=;J}%(Acn=kDmfR=tpZlAFb9#mZfB@Is!TEZ&2tWbnEO4&OmH-y-(FV>{ z+0g&|RWHGL@k{Fed91+#z~W;&1_0iISHh$LVBPAa9sm0~1bl7&?_=qz5wrjE{J;19 z|DLbx17C0O001QTD=f}X0DP&I*1)$00(_Q&h*o8TKLrr~d46aWO0+V2agX?a&H#`T z5qDJKTnrt&gnr)Dli^|QLNU-u0oY>2Q7Wq?(eR9Q4}XgK>X9(nn|v|nGn_Zz4_bb( zhda(0Ddlh8j?)~MK&>gV`Q%*6lsdEKSmzFDT2YVPI?tzTT}nUxOsOKAx~OA_C*)e2 zY$)it6tuC-{vwt0ZFiY_g~w%g*P$tenA?7p9zX1KO6wm7*LX(|YQkt9yBd9dddQ!- zGNpR+Z6xt#?}W3398<%SyapqolXgMV;Fh~SDc?Z{ldN`r>xSY^#ito+Zxd;!pM`98 zKtR<8%F0c!IpfsLu8Jfrx3JGJzko`Q1no*_4Q9<9Ec+d`|_dpX?;- z?=~?#=27u#SC-%WwJ(vk2S<$hpC~CE>-aLh+k17^ubRQ(nLU5)Uq)qrpZ>i!O{oeM zs+`kc%l2mCA?q%z;=cb&Ed$&VZ&#z zBmnm;_Q$N*vmQ}fm7{UWX!C9v6B)0Zas_$o?w&lVO;M1+zAY{?w{`7aq>G-CeKCn< zIQ6)x1gsJsf6Wbf#BV}c}& z@;~%TG75`Uvontbkxbo+KBZ%?F@t6gu}VLCRj}8I^|!^J{8IWhWxWIfv5yDdDEDj$ z5G`FEdVE{i`ERhzKM6Z`U#qzM?e#-XxXA0zx3B$>`}+VRYgPZa=Eoa{?z-bGO`#3D zFDiWK3@r_BPWsY=8=<15)QH%&!k&NeIrTjNB$|mbi|xIz2VU~ zKpT#YJ^9Y$=>)moS#ly(-R8x_;ATT@yh*U%%PEDl?XLNPwPA0j2A@R_W@HtVzDrVA z$mGwYGgB;P{%$S&G`lTSatlf^yZr0isnb_h!vzgB!@sxvYWkJcsyaNHa$4!h*gUcl z7CN66**`u1F891=+1(4na|=p$ClYd$-_0$&n}D#TB>eVO7DBk2kQ~P~2pH#%A~OY> zF6Dq?IF3=$Kg#ZN+#$(mG$tZL95XZyVa+{lQ1{pwD91|#^F}{$7TXpRxRG?hlI}lD#RS02ax5M=Lp%>)-|N`qV%5YBaNDKNWNh8w_NV;>n>8w@K1HeZzEuQ6%wn^pQS!GTbv zcQjHy_u$wO=N%4^uATDd{_u)$hn#F32Ud&d zTr74z?{3@VOUkCaIjZ&4Yl~OthPFNm!TH;^ElsKFJAi5;--^}gm8 zw%uE4KM+vIm#4LVrf%(@HEXN9N}Lc&cQiyZLg;sqXWcWqUXv`o#$)BqgeN)KZm?rJtuQeGM_VUQ(?Kb-1YoXOu>v=MXKg`nWv>LPTO&u2!ji*pHI2m zND*h`NL|#Gb!t62UU9?-S!BB`(I($ zC1vb??DbtY^eXtUBMDqH zd%Q|-W2@&IQeb;YK4i-Fk(beipzvmlXyBzM{cmW&KPGt!^o#nhx7de9SYD`O+*%EJ z;}bR(i0^OLquCl?i?OcyLc-=C3;zb}5pNzo-7H zo4rf?kpNURrB%Wgnmv(FbW4GBlqsr3RvpglI*!VCDRs}&T8w3^wkGr9z-31URW-=5S=>U=^RZX(#-LlbWSb3cbkg!QcldUcwswU= zye{kQxHWhpmMsPq9HD*j9V#2IPnOsxx74)@5EP%NZ2sP3Yxz%c)83$38h* zo0b3E+uBx=l_6Jqr}Twfqywk)^Gz&P|Yk1vl=b+c+2bE}o_hauc zlZdPF&DA1-$NatzCSRYNY9aGRw*9crt4gqH?>C>=&G9=?GnLT&THa19kC9qe-}dT_ zPw*~rK>@7(uV6qvKYEwrYWW9*uY*1p5_a7lpk!Qp`_|}La-`qT?Y5BxnLXe4M&6#k zn*^Mdhq`b^wxL>P^ijBdDykz-749cxW8O3D*6!Q8zICR7^nn~MpY1f=-h@>8=$m~Q zQ&p+fWTyIwe7!iPd%Ij_qQ+<6_T#ap;p_KN0>2plDvN!a{OrDL5~57}Oq^+6_ijdx z$k~PRiMORM<`SJ0ETk(Yw^j7cHF(LgT@@yu-hQHmZNBObZyasO}q&|!ruMq*tb z-rUTN{OQ+z1Bo>i|9v<4m%^{xiCx>M8A|MtZOD5`W)hV9AvU9?>a9udNFVNPMvxV^ zJW4j(@F}I44^S~rX5Z1i{F&y728fBz`P&T5>sL&$eYed$^ZTBfeSOM&A{BZ!Yu;%MS4^@EVt$)N4yV3r zn!aD4PBc3(w%6>*Y#O~uhWTRh@4Nor3yGr$_LZG!TZiY<+NT#R9DUQ3<`#a<0~!#3 zX^!Mw2fDDp2p*y#E62Y@)=+|KP@z%EP~JT`-gglxT@ekMNR+W6*BI|;0gJMPRocJ= zt|jfq9b`IjY1T2 zMvngr)x|@Nl#6Lxl;k%fDzA%cREbB`iF0?NfiDtLtr8j?5>cI!Oasw^7wD*7bY(x9 zpMwFSB^`$(qlP6bN01OT$*yTkV<<*}m*I87>! zsRdA}xNc3{sIIi80r&|YUu7nv$&iV*l;L?xF;C#JZg@>Ee6%l$E2~%)NQe$1RD}`* z-;^L2qEj+4I+a+(mg29LEzFj!%9S0>BT;j3Ey1M1GEx|U@?@ilS-PiO3{C0 zAig5bB9s_7r5Z)y>nH;8RA&-3MuA#QK{Dz^aBKgmR{dve!zzk~BGYfxVUtzWj8$Ws z;LV#b)mv7N*(+-~DKqB)R=4tVmhxE88m$lo;07rsa;;YM+L-vYyrW7~9~E4tidL>l z%t1VNv*h6;sxif?)upQZuLNLvopZ&yn5*lmD=|z5gjU1)>ZbK$x78>CL?%-0@DsJ_ zZnd!0b*&jCb^y|OK|>p&5ewJg#))xLHKp;I z+9b_bGP1c^X?&Gdtg=>(s+QodG^1DBg{B>AqFqB*VEhA>w$`b!(HXbbrBEO(`*e@^ z>DI7x$G6K;>xngCdgBrL+R^%~-SX@``Y$;89rg8U5F;xwv z%MGcI1 z^vJMj&8X@4gc5%7`!_&i+)LT5TkQbOrHSo#E>p(Bf6|3fZPGS{J+$0?ih9zqx> z3mIJt9hya)u@q+xt7EY#&T><&%_ad31G#SL>SY<{XIaaXspTWLEYQ-l-ufDB=KdjuGhEdRBef?+rpE9 zv5wivwA$%(*u`~{n4Peq7xrZa@D7VqZ9yMtpVyW@l0bwl0b!;x%7Nw-*!_;`=HWDovF2;0TeE!Q(X&$F%o zPH`2FKju|e>NQ#BO{o{7)OZ(P^{%V(o~#w843H;p`b^&T)ot-*JtYEWzP;VPlf8br zeIkPA5^nFd=?b>Rf7-@xsYor}e$;+@z0>w7R}vi}{n9U}o)t6| z6vW+(au3@v6%ni#9n363@~FWtIl)tzA$mDDfGL`gAF5Xvnou0d%|bWJ?wOQ;L0Zwlk@rd~zV_eV?(?xIS<7_+;M4)3ZT z-8D6##NG>g`8#rIK1v@F#k5o8y^4B;jhe&q&zy0H36G5XY)MCBMB4$TjWCF;iN z(_#~i5%e_@(-v`wmT?U>ar~z!`a-;iSA3#hd;=51-;X~QoX`-OFddOd^+W+)iN{hC z8#sy68E|$p(c?hUbY8N4VKOTY-!h*3ikCcHzFYsI64e!}e|?XB)t86ah5*2 z1kG;5vS(zZnJ+O0@|+okbOUNSa}2`BPVdu9pV8fCU?9uPAk3I$7%(!DEHik!BssIBDYrzhPE2s3)T^{KxvaE_OX3pbW-lCXsyIG- z^#t`Ao~wVN^!ACSmJ_oNL|AHAug526pOn$M%UCiPNMu>RpltTjDcV;8zX#s*>ojfj zbn@hBt~Xqe$(4h14N=_P63+z((caR$-FV&&5>IeYTyE8w-O6WfsGi|hLYZ&QdehGC zHaUBPj^>?*8d{&bVRLTIzMS$84DcvF?pJ<;RX(>J&KgiM3_Cv;altV90&7f+NxSfx zb73y?qG65*`v=rJzrwJvVs~)`cQvv3<|VoEONJGfc3%-c17#b(SymFgX9ql&l*Iik z?%amC;ouyYkN1Bv%k#OQBipOj&yx8f! zGrg_G?`mJzlqF{mF|6Uuu0;9zb$rMje&md=A_Wqn^kFQSe8)q_6c!$5=%;vL>y;O)zC`p8pIeA%0a)Md36(teKZr{43B&Y%-LeH|2 z_@F*1uP8|t^TV=|?8`0K=(4ONjqA#Emz5-Le{00Dk`$lmh+b9_c=O4m6(xCZD^tI$ zB+dscdY6?XpUzZRRuXnJKf-reNowI)D@sDb1qCfDNinCRcv(phj&atkB_+uvJ3~E} zl>~(pv@I)1Hb664R+5aN8M9?2x%h{+FL_x>&<8&}T~?C(wUx=sN&?|)p;nY+_1?_6 zWhEgVQU1HEB*)%Yi7YEg2C7kEMM)C0(r+y*iP)hvO3O-8vP1UrvXVeARtAix{GvS@ zA4Kinh%#Ag|9n!x%yspt&lsOqlY{xJ{t{)umN$tCcjE`9GgWMD6aQj3f|+fqDw>BB zt&2a-p7K9wfah7C9h%#Az2bW&M9O4%B}fBpeRZfK>XsdtS3dAIqYe@97?!~M+>Xx0P$Z1XsoysvvO zf(b?rRw7cYBoF(3lTEJqx#awu6VmVFoc3ewQV^72{Fw(H2b^|n6w#Dfb>Aap*a(-HAu$H zX_wD?w>JHeKs=n{>PT`Ny-|$z%EJhmbylgGD77U7<#_e3}$1W-xr93{F`i>uo_7L^1-Cs3>ZvN}nik~m2qTM;2oye@!BGN1y8sy?MXqXmOX z(z3aiO!{sbd<#?(fG_zWoAK2TwWuWIRmL)3pD3J-1C@k+PEAB%efdN^s3hUC8C6Ob z>JX7tTA1C1Rc?61}(fJ$P{wndiRY?zt?mE@rDz5CC1DW1C z`c@uP5=Tjm`!8qS`FsJDP>ejMryH-2s(^T?nD8=Zs3i0xqny24I%f4jCAnh3Dad}@l&!v~Brr`figuUwg$yc5*Jd2Df&SGG z2`b4!6Lv_>kcoPE9H=A@=t{`jTQ0?$UhUo8Y@&EZ`|9M|rdM;*EG#=jKf&Qi{~qh$ zVMb%DsN|bBzZ0W>Ds<8zQr8D>wkQ7b`*H^!Wvuplfit3rX-RV0VRUb6&gizaZAo{@ zIJ)TWG1ILb$^NRJ?su7y|AswHzH9O&75IV(FzQ}b670Rcklo8lVnK&Ml~$BQDqSOg zMM+@MPZjnqD@oTkJi~uQNyOShY*&=zp5s1J+KQ4qR^T03Q4$HZr^>>zk}x)DVy>?! z32Q>0Rq?NqaK;EyLM35hc-MtWBFAq;O06gfKS~_fAXE})^PFOVP)WX$Sr>##BFE&5 zXb6==3&nmVR1!3kO^RAk65dfPwM?iaq?Q}_s1+p`P81Phgfz}h4tR1&@+f*vbW5+vobh~|otP_)n- z^%W&KhvVN3%)>jzitbBKi{Aep#^WkBhJ2v{6f@Zfubgu$$0H?X4B)orMT#`^p zAnb6WP)P)FIR3a$NidX$m};St%n^B!LM0&x_F~6Yl!T=y&uJAZ37JmDKNl*AF9P@= zR1!%_02a5RBmyZUV~bEpWO#>_oL7{DI)Miogi0dLY!rVkRFYd_z#E~Gpt*A6I-KRFWSLV^ic`q#0;) z48pVE-1P=83Ju1KY1$=FZl9vdX+v$EVQje}?<1KqXe3={q}^l`dkfvdm2$an9NTJK z(_t)tiPD2jT>4F72Tf}D2-W~*{EKPLkm>la8Rf4iaMtX|yjd;8Yyu`mZI*Hsr%#|6 zI#>n^hNZSMdZ>&EWpf=BGP6^(NZmq5(;`mSf}4XDly8!;+@xc(Db7xg-UjV)v5a%G zto5?wtDyzbR<5B|aS>LvQCMmvp(oM0HraY2bu%?wlJa|VQQqd-!p##!816=q+7mVt zWwtszTc)9COP*~{mF+~`7M(`fmPbULyLLJ)c5$tCych^a*IuUAUZ>waZa|uT4cYU- zA?}ky?T`aM16`7%5f6yM1je0I-H6Xoa(4fldH+>5T(iW z&XXHlbTwUAe@PTSm)<2M*$i(E_-`eVVqt_zA|*H}qr0Lc0&^lTC{z-3^Eqjul2G+9 z3=g4_;92+NiiJvY5z|~OR1y^3SgLqMNqC}2`oBtoZhngUS4k)s!8@UnC-q5{@h?NquSPR1tw6y3-w0lB+xGE5!h0n0r%L!tJp7 zW`G$d@7^9>-w{6bB!XItW_Cmz9gL_KL`;2@V9ODXe&01U9H}=N$qK=W7v3y%G&Z{^No47># zxCTcB)+uQZkN5_!_-Vfcst&-rn{X^5p&>e9I!<12i=e+JaXK|gpOeH2AW~bBUKJ)y z7bokNkRb(_hSR(CdAk$KcXQ_?m_B=mb$j%i_9Whd^L|R|-%m+wO=;*z;lC%*#Zx`{ zQxgYM8~6bCiVX3~-iD#Q)5B?0I)YP^c5FVa5t23olV9V<=FPJE7L_EZrCz3QMM+q8 z3TzjllEA6wAxSGr!X-$u2Zc(4Zg!QGT~QJNo5;%-Dv2!rA&|79BoqXJuP;;*5mt&w z--?njjY*6*LM2h)UV_i8C?Q!3&iH z!l1zWSCoY5i=@62Dv5%?7xu4`*h&EHLM4%4O=1645*g9mD@roA8q2H@Dv229hwR*n zl28wk0d1j@h)_+*azZ6(mTV~&DhY|fhU^w92|=975h{r+6v`$MN0wR=^{&p%OG@II zu~ueDNgSx_9F~+s=Qzb=xg|*w3tMhUUOGrDwVRb$J3 zg}F;D$ysb%>rzWHx&N`}a!XR_M~hx+Nn$RPlrFU-n!r`NxBqEL zyt8{ZF0~}K&MIchElHAR%W_M?aZOulNo4*CJeFIMYoY3MOD&22Wp>$8O9FwiF-t88 zU4)so)RNFAlGiV_B-Ji6YRfGNyXw3leW@i0`MSGAW4R?^mQgaa(f1vH&@k!nocq{K zg=BkNtB7cUd~0;L7qPWFXIGl+=(z~FcI>UVz#?YR9;No@5*%u}wMzUd8=P_R>JCoV zdu+$pL7wU(=ZjYAVlfZu)E*xmxTSiaeBi!jr;A#L_Ob0vfx7lbdw?24OIWM4} zU{a(7>?l7G-2XC<7kZr2j|uZ3+^!3MlR=By>NAaQi5~D!HO6JWvh0l;Jmxn*B*61N zB)|2zI<)8L8qrUw{>KLA_wq#w&js_7Hlp_N`)p2W!uob7WWAT&yIPveIlunE`@W}| zd0AN%F8SMK|5_G&%(Qvy`*GI6srZvuXpHqqT2@fW=h9Q*QF&iB#+H5Y`k8$CB$v(M zg&bGRJ2M1@Z1x-4y{q)X(Cgd;TG5U3S1)~+yHo3YO!?5w>)+oJaX$eZ@o z4rejAe#5^H37UTTR3z*opJ}ndji6%NLKqBuqDYC%$@*-F8@wbx;y!2A?uD?c&C6R>C9iQSKtQK8tN$8DaDy)%` zt^u|ro~rN`K$RS|6KqLLkSyQ>l)Dpq4{S*UI;tX!O1$|)uqDY*&!S(1AU(qtTas+4 zABOvZK+GAiC2>OhBZA$j5nv3qBpa1Cb*HOCjU5+T5=(Yx4s1!B z*I0?M&k#SRfGvrGjg8|SC^Eccu_du-GB#pdv@FsBTM{oD)q5&|Xxt^RCGlGy#11LO zJ$2dQXbTUz)pQI8DoNKm8Z4!`#03E=$-z}EIohS#8-wgXC21+?L1^3Vw5Nee(yWQ1 zOhr8DZ(39mzM2b(9fU{FcuTt~>z8>26ApptZABu5UITzD|Os3b6_pOm%p5UvcU zBu)S%+fS6|x&~AdvSC|S#u*)lTqjUT9#ASpWp*BNx&bN)Ko{ZsEqv~6v#2DP4-#?C zkNmcTf=Xh+#fsa8*$>r$O7g=SV3uyZ1UFk$5?FJm_D&O<3OuMJ-N&^u{Twg3S%FG& zWnFWK&t=_RSKUA*x!31{pWI*VZU`y~{W^-huI}aQ{zWB$n0JP~vK{sd1C_+WHxVQD z+yDC{s3a0eXhsX`ie>hql1KtyO@5>nRue!aar!A{9$!-9z5`SeV`;X5RjuBkZf{UY z?rDVK^)9{iz6mM`y8_NM?SJDFx~L?O4={h9$ElIKKqWDsu|S3$i2kVyDv6qrDBUae zTIRDwC4n}pt@(Mo|0WSsl5Ra5Qkj3tBMVfLP8y`E?zaB5$!(yLv|e;Y>OY$EHv*NU znTF(Fn}7Fac2P;-tUo*Wc4$r%s3aCT%7?<`_l+cgN@5p_Y$Glzi3E24`pUo5 z2eP1&IQil>WvR4!ULXYA@?9;`m)~aaj1=e_n)e`Si+ss<#lTys`7ywN9HpK5(Kokn zOwR_fDrNo0&axvhSz8}5e5G>-E*Fp0dp#zFI~?M79IHY2cY0-OA?VNLv`s^wkgn_Q z=;~Ty(H8a8tKBfz_=h5VWa1g^mr3xz?CEx{8*I0@d58&`7e`;E1Q0F14wBAJBoqQ? zV0uIL8_MI_j=f;iu0CLIbYWtO*CTh(8%1@hsI$7z>wUppjBRQhzqjh8+%vB*r}t`> z8yjDFf7upxJ4MwpM77Td!wUDyt!ml)Qu_D$9pSgjY7*F|5v)C-!+sTYQ}zAg_lj(X zpWJRpM7$d?cU3)9_PA+UZ)i~dN?fi+;LV1tUvGWdcZ*2f**JY?_MQB%)X44x$o&O? z?~6>2GL=wjZe|LM)ia~slJ4IJeDUNh`=d=av?euQ6gyLsH~N;=J~K_lr_*=EIM{b2 zTd)0O5tVZAt)4 zcju%bTlDldldTo;U`z5~rbWsm>{|RCuq6RF2>y$zscjvLEeV37#!7fP_+}5-l30jt zg-L!N{M`VyBtIx3QA6);A=4IH5+uDEXKa=`stC3uT?NKS^@6c&)?iDbMx#f~jhjY3 zNd{Yz_O4Li)Pd)_&FqI#=`hm0RlRfXyuQyTR$-wj`oFhE45zj?OfzoDh$-#)H9y@l zqa@+TW(<$sv2LIBU;7!uytl?Qt$R*s>rkqb2DL@0@3(*O&(yoOMDH2={bQCty4SyB zwtYkamUek+@7=-QY3x->bdlKw|DpMXhFJi@j9z&5XQ2{U7=e+Q0IW+K7(qicun?x5 z2%iY)qC!TLp&BX>)+1Dbx`>9RNR+M!w*(FNz@#i;8aA*fJ2>wkF3JTS>)nZG6<9@_- z8%d9vEVd*}QHjDWGNbl*O(#6_A%=ep-_6301`#wvP)rS6cO+3Wniw5VlxEE#of_n;nig9UN}Nb@E4lCq zxe9DadL-yMgY9NaWa%BIozJLW2q`y92FK9$BR~ZUZ^rwtg2N)1UeY*Y1u`ar?Zn`yIx&l2(&OSYtP`%g)y_zUlN{NJa zqJB-X{&=bZ<(@qAg29nIgBnmtio{qW@bMG0@v=oFVQ!NI-Wa~9G8_k$q!G>CjCQ$e ztlhGxB-|cCv$lzJuZcFOBm*MULwM;Arm>$El|AO`1O6}BW|%`k-PN=ri7E=D~qY)MFh zQ;NO9mgI*b1TJhzq!{7&Ni$bnhHJc~D{q@bGtmw2=BDfA7VisTUKH;QbdL{muM2hO z-;!oqd$=Wg#HV`Hv0=;*XkE5vU9RV3o)={u8L03oF7vA6c}<=ZeCHKh=m{zA8;!*jZn(bLwgs^)Eq?8g>*^l9sTk2gGJ`BH{6(lIV3u zu%a-m_K26Dl6=~w_m#|)mDc;Us3ZxKkvuH|n2-=bB|$|cN+>XAu+!3uO42}z7ATVR zm17cBV;a;*lxrfdgi2zJ;1mj#gaqV>2$h7QgQZ6cl>`YH5Em*5vzkPS7Agr6@*MrI zlDx+8e+iXDQt%fuEmV@f7z#tEBrqUABymMaD0*mWwoplA1GU*_)!E?xF8ZW7Nq9~p xi6giLFvQb6RnwC;q&I3v@vev@>F;Z#?VB;lpy(kv*o+eUj7F!78CNV6`acLtaB2Vm literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/0003d2eb_S2_01.tif b/tests/data/biomassters/train_features/0003d2eb_S2_01.tif new file mode 100644 index 0000000000000000000000000000000000000000..e7f9fd34bd8481b7fea30233209db65e4169f32f GIT binary patch literal 13141 zcmZ|VcUV&K|M>j_2#SJ;ih_bbR%&Ir6-R;Qs@yvlRPM~ZN)t3SE6tIsw4m*$rMW8$ z%8_NIm8F#hZ7XxH%KYIc;QPIQ_kDXVJTKm!_qi^Q|H$KdIy$ZaWB>qA1ON~O00}3O z@CEu`Ggvsw3D-UgUl7qcR5-&#^YR`vND6=m&oaU{7}5Ij9+m$!tBS7qBV5P-uf0~H z87y3P7tXT6v$F6$9>RI~9@@fLJ{$4h`)?G^SqBgROt|hXoUi3U0FrRd70z{e2w?dh zUBbCO5B%TX>VL7NsqwD$x#VrP)zm7!J+RK_hjZK(?}uRx+oM$)|Ks4b zr`7+bk2?F}N6VXUV^nVrOs8I@^7VZ2t5FEn)=d*;x4cbpM>DHCDeKO==$7@$`i;JM zn?gDDB;23Pb}n@~_dH^TT4uh<|Juvl$?8U_#^~lZ(R2Pa?@1Srz8g=)Z&bx-P#xnb z0Vl&YRF}{#_F8SM@Tq;7e8R@+>X(@I;c=K7l}N1U`7*Vas#*WCVR&?Y-(Q<^@MquW ze(%pDHk?teUZSG@Kml%6+!BPQV2P396`37~rHvmU!|%G*a_OaY9ma@zMQ<#f3qC2^ zpgY{wIVv6790$VK76$~XbV&j0R(8c*j!^IFzh9zBjQg0OaUcEXKt^fkk;9tzpKdE& zb$lf@SZj-7`Z?_ftkihhEt9?Vx)0q)l&OjdQk{CerTAXQBJP`K#*aL951D4u9nVml zORGoCpTG`24tGiTv9RgMb2wWAGQA3E-LGt=j4BTOq;B8;ynyU@A{RHa)kC@6c-ynQ z{vU*AGf0}-b1&`W{aB2xm*+rPU;tesG-s#Z3$H5?{>P!XhCrXP;f$a`*nNO8n5>(> zbMS>@ZsL*Vkebj}Dj8=DD%sJOqF%jtR3FVcSD6_Tpt9H*`-ZhJjeaxd)Soo$6K>}P z^~w2^`nICx2S%Z*Y%1fO&*(ztahsw`EPAB|GD`ryXdWO)-Gj>$4Ccr0sGdKsd*}o9 zwoyWNs?UBGSL-XMbtP4Qsd}64R-6ON z=6v10KL5-ySopxXh~q&u=f6SR0>ZxSy;^(e+pC_F);ROe?N@)O{q5M54SxKv;m2#| z{-(p^)(tIt)c1dC{mE>-DF5^KTKA4g!erl4CK1O*mH7ql@DW^uu>FEq%lc$QR?Gyi(Gs8z2Llv4b8(yan?j*gL zW45U{r~E~+1oJ^UW(nB0_GKRzP6k)+gsgTsGx96wTJ86$6##N{-^q9FKmP#wS55w8 zZs?i%^UmQ_9N}Hq@a$h==EoFp*pu(S|Gs-Nv3N?Wt#XMCSz@}vzzFVjHIgNqrLZ1K z?d!uy2PkB@+R4())|vBwr`dXYkhDRHbXQRweEg82wV4x~L3L5Lmc`s1^pg`L>MPLB zM%Xw+BN-j0c{UEK5iM?70n;iM0QGT)FI;SkMs^-}PM@!u8w#d{URNQr|s#I~0lVe|rrL86Vn0v1K z7RojqE|*khaMf$ekl$J!uw8NT!S=0`Xx$KQg#xoH@ZnI}hELNx*ow0Ty^aO?p_{v_ zXvd-oBTg88PV7Ifv@Jn~e$DuN$IBBQp?jdQ1`6l@2&$C|o@>NyEo!E`B3co&2o|3E%d+v@LE52eRQd$*jKZaN1X6xccd1imnd`HsLv_)6^mv zsmQgqUz>1ely_@FSp)X9P~ut7+!A@VFFe9Z=bZA@GWWhMIOY|-^PXMDJY#<}pA@0PmfPwBdmmtNWCcVat<7}(r-0X0 z3HRjOXgH6fOltpM)eLrRQp$eXr`F0O$(<*-4h z<)f+u>JSphGyeQ$=)_cVoD|7{@@3m-O+r`76I!o6694tb?n;&(H40NpR8jr{Py5t?%9(XB< zd5y?Y^7|ebab>2tO(yFPDC$whwPe_xL8^>vLB`?wS(Bb2^>x)Cy_SaN+$XR6?ITej zPE&K&%hdyt?)spP+cH|j^@_PDOlqdopQ?0+G7Px~AB%?FupEuN&s1dgoqE!!<4E?tvdOo84;NDOA$JFprktZ6rFENrvAG-#+}`(OVUG5dfPm)L zMfKmXw;u`AIuG$V_3Ukoo9daA+L@r*fnP0tM)YcE(&P4*`=o<^SYO1?IzJlPXCF37 z{kRjf|MlzNDRDmuy>j`$m*Jb;DPw_OZcFQ>%HLdKjccHIsji8J;JkwqL0Vm@cks$m zv0ElLy7Z(4>wLQFswNc_^*HU0)t3xlg<>|U|5vc%$f9X2cE|ILzn%ns&&azrOPh89 zzl$1OY-yX*_@TmLE{)xmzB3;z{a$+Fkk;Q#JqyGQpVIp`LU~{Meg)fq%h+@o1@3$D zdsED4#=Ew;uGEX_!G|aJZ+f(lNqvRjZ=L!3Zs_+?$^_UN*tFy_x|rELw?zA64SV-% zX>1YD0|E3`DC#Gm4-JfCKzdktYL-F~5v)fB$F2f%WTcoEAPUA1Jqje&QkH>7=-Eic z+Dg?qO7ZVv$Q4jmKWJ7oqjI+pbK0Y!GJLeXKF z@dCJBF`OX-XPtrfap2?UWc4mS;T9rXugU4v%f&Xyv9YRkcMy6!L~JL5vsZJ1@d-$?UIH2OZs$9|Hp8<7|MfKYQ#t_!HxMN~Z?L*1?HCaq8pSC~Me$(yB_40JI8 zT~9_&tb~EWadB%ECv=tc^_3Xq^3;1u{WPTsTV;I*1W84<-UXxYhKcjSu>V5@;40`4 z75xa6xZMDA7qU1(H7-fDK24QBD9cjEy5(cz3b6G>Xf{dJtpZnHg`22RBPS}-&Zre% zQLC?4n`l%cyMy9xs!z1z^?7)@iVFP_zP}$oF+k8Cl;vDk(|@O-FVKklq`^52r!5fC zGerFbV%#4h%Ypb5LW+lyuER-!KPprl*&RoYCy=j`K+Mzf@medc>#Ug6)g*nErK@U| zSZQ9TX-;kiG0bEYx2~LYT4mt2iq2LCHm!QfSTz~4+8`Vvh({a5Xc@$5#V2WT6s2fH zZN(gIgM97yBWOV(@@c6~e3{PmDjohC8Q$<3_u4h_SJqswBXA>?CtKEDZ(BRrzK-my z#Oq&I@@U=l{&kbj2_U9){A=CG;q?ZB_4H&2XJP%*iS?5+8w}=&ta4y-NzV|ZmjKmc z%j0QeeI<;(Ax=L5uL#1*mTDR#tTJfOG2ma6Cnp(tPz)2S3>&DbRCD5#y-|as(Ug-h z`7a*CGA<1?ZeSQs?ZSeZl}e*brlL&^<4hT5ilD8g&se5YIcA0jl{tlKQ%5O=#gv3H z3g@aKRoz_aoVj7GdBSB7Cs(7P!6Ko_qM^+~@J&O&vh?V&On7A3(1!(F)s$XZH4Irz z4R0i~(IDi;($S3#6C0Cs>cpHOcyvB6+1Fg75N(+pK~0i&uuZf2o{(?r>|`_ zs^6N}w3Qu%0tU7zcWyK4*_POgq}>23KXXbPaB3WK;*%7)7S5g{&WWSWjpGnbIXH37 zrE$S!deN1%n!p3OmLXl6(5^Ge3P7k7M%`_O;BHKIr&Hm)-|hqY?lZ<7#%4s$Af{}S zr!mbl$<~wOi=bcd!gzTZ`*|e=$TFOvUOT;$LcE(Iy!oEWAZZ`3G@qmlpC+aPJyhB_ z&$lVxcc#FP6c3Q+{K{(lnmB$lXNin);36(Q~|R80MCD>Gr;&h7;u(N zdJ<^dADA={$UYA+GlMXnf{aIkl72`Fn9`W3;G~)0riEaBtOjU??hU6WBk9cwMA`#_ zi7KNR$CxGTAU_rU_qL;4cSp1Sj#(phzKoi;#m-r)T_&_$jI;8jRl8oe?V9xpG4Tb{ z`ZSt@LroZ=$swVfZ}PN+FqNb*leDnpbXC%{l6Q7^a!z=2ez?F$j^-2LT@{gB6Vc4Z zFjmNWUx;k3jhwv_Mf!;2{EjMbk80*c&2|vk$+#B}ch5eGHtCOMRLcWV(Jutiv!C{u ze1&n|BfQ6AOeSKIXJXhLvLsHdDm2y<9-D%Y1s`HJFZrm2>tnO3Ex)X0Or!A;NXO*yx>rFO4C8&%P;FQsW; zOWQvFJcP+h_vuMbd6eGLhXCBcDK9fxhBD@c_mfsj@k91kjP7rl*grQ7qrJh-{mz_Q zWSW7Pj6xWrfjNj~&SO|+Sas5W2xi1AGjdkysw~b^teJkcnQ?Zi8J7H3WpL90GunYv z+XI~47+OXS)+@)%FDErXmG@lHcV}*DNN#IHu3#mK?2_l3mY155*UD5D=t0c#4z}hW zoG-{H87Om#^DAreTRHjjXK^4S^x&mK^H&a=)gNZyvE=T;~DcS*fB(bk2dg5zpK(4sVWQ5!;yn=F&2RGfw> zZo?Jxb8*~}5Mu?>KIuY%dEq+^DkQn zET=Ha=_Doohw`Dg@`a=dN~*lxM8)`MCCL|#%d2e5uUsgoA{D{bf~wl8supUFQ!4S~ zh~rgPj*wFrtqriMoPS~>Y@JXg@GE%pa%aNX6W5Xir{40r<0rj z81MBd+{`J;!l|@B1ojQ|D+qfplzjuv7T{I*k2u?LoV^6j4HAO;Rqlq?=^Hwyf9akf z-B4gfoH=fF<_7J|ugxmV2hzW`p8e%?&fM)BeLsOlKKF`o?pMfp^KeBV6gVDp!94E5 z-lPj`83bK$Q7z}9dH%({N94g^CSJbipN0@%8+`w1NYI&MjUo*R`*7%=hL|b^M*P!| z9sQ&0E4P03z@2T+GClD)OsVbp^d5hdtG1`wD)}QCN+(B*Zg`ngxmex2SGMMy^A)el z(olr?aB^GlHDBLddA22wLK^)>oe!jbejU>iut!z@zKmS*t-vv#6MRhT*d2Z>)=~xY zRxR_rzHfEt2K-Vi5Kplz_tB{UniShEe~z)L>09MeP@qxac;Q*3zm%JNL*SLcs99^p z2iZ|AulJ;=H$ndB-{!~62WXHOO#X+-H2iHJV{YTdY4bph3oe&4?APwIy8SYx?VUHX zVE+cKqmMpKt92jR6x=d2Hka-hJ^kd_=**vtCC8#QuYWDw=|g}(<=wQMA`QvOx7#n) zka;yVv4%ueaC$`=lBZekB+?M5{-BdcLwZd1f!stI0#ym?6=}#REu96ChU5wE?i6dt zk(~%7k%s80fI37Pk_WnYPNX5=;??`a8uDW=F;S!;8OL{Jh%}`5Q*66PL$bz=;2t6k zS($dqOQazgIO|T4h8%`bqeU75sxz_k6=?`oF56qAAxK5r8j*&Shh2nc@R$>hqj|apW z0)|Tkh%^L^e!nErki#F)7Ge$g>Od7~2pq_)XcuWn&|yGJq#?{as=Y`C=C{Ah!b*kw@5=yK#JCgH3Z}uxtcA~ zkbWcedmqIbLIlY;iZ$e}g96Ye)({w2(?F~txUAmPdtwdgNS4KlHN-WC93|EeIX7oL ziH00lanDk$A-E18UaTSaigdvGVhuq9J6DJ`1P4xCBi0a_XJBEPSVIyD7$}K`#5Njy z6lq9*IW)IgtRY6c9;Gt(^WIz90@v7T-!C_K?6=h~Lbr<=BX|8<(AKt$4WU3FgtMQ~ z>zA+p*{DbEJr=R8r^Yb!z?0)tIz*0g$@p{Q&|Z&3uW&YB zlh8z7x|Z7(UEA!+Pv&u)z5EBm_Yi+g8d7dwqcfG7uo1uSR`Eiwp z>vQd_D`powKcDotk&dB}3@#eWb3C`_yYY&~0u)WsnTa%wE z*kQ}SgLa=NXz*ogPc-oDq2G7oh%1=O((s~u|4TVBSG~G!NYPx;QSE8hFhARU`VMIv zz%c8)VRwBk5G0mEb-l^@PT$wKogMs4y!Vy|eiphRySeX`I9-p1UQ@z;%y8sM+N)n} zb&80#z0gE6+KW{8j~Y#?Z&v9I&*#WRU+HXV@&5c)#uZ^Qy2xu)l@|oKHOuA%-f#0+ z{W;)f^_shV#WzfyM*{t8lR6G60zQ#H18=sc!~kFw(&LG@{yk}9#v?E~ARF{>cwbD; z*lnuo&aCg>Gsc=0?x_AyMFD=9b@E=1Anu;LC&r~Ei-G1A5Z^Zt$B;fZ8@wX8bT58I*(;<`+`skhKF zyZ0TPn5EsvA#7mm#p3IB_C0=DtEC0+QP=moJ;1r>gt(@g>pHwBdsaQcan0*QOax&p|I?h_==T|EfCow3$ zzdKe*j`bwSK==sf8L@^W8Wd_g9Qthw) z`wx#6-ci2%nd7K}E;{XXaT>|6zc6DR?h6g}|Gt<~KdaHZCW})r+TPtV7xd*Vf*ucQ zU*gRZQG#?=#Om&)`wPKZpVRMDZ|XYO@oSUINJen&Oc!Z_uoU$(<4*frCNL&tePQBn zaL>Y$=?G?pFLnQu;oq5gV}GpyeE!n+#if>oCE^d4LPp(EAFwnI1@vUp0eR^@6i5#Z zip7A~=}_J(u)->^o(?#6oucq#VxJ)-))-Ppfe7#bogn4vC>84@Rp$!gfgyE1&^kZp zcp!{qu0pSe6-C49;$Y*6a-c)Xb^D~pGi3BwGK?+KbUB&6Vwv$WxLzf|QAQS>lGWqL z#-5X94KSEed@ZdPP@Vzg|7ANxi;~z_^4*cjEPX@NvCr?5lEa&j@h?g!&-@ zzcCyAQA+=dM*WD!S3LqrljtVYkVWEk08Dm=Je6M7kVzz&WU0)FCYJ~`giM}XsluyP zabLTvAqM)Ij9oDDJ=4Y6Hm;D9G-s2jK}Ye>A;D$aEny?(W#P(vbC$M2Q{omGlY zSk{p1X<7nPt*1HKiU;9>QSGP2+LL8E29+AzLaF#uYYaGR;?J#N+bNO5)+#owHE3HK ze@lhl3cG%9U3}-d>pkoEk*d^ty6!`|@x!{;`3TYrwaG8*uaB&s9Nj>^D#f?hP_nq8 z0kmOC3c@*|*MQWULhF-{6WL1or3C#3vi{Uc5E(CJxYl4w*U(VkkZuiPAPt|<45w_3 z3>_4>-&8zYj1Aq46TFN$y8xb+iBgD(VT4J-Zbimb4Z{S}ge233G*iKQByiNsBi}5c zz^tK2Mu4bFsG=m)P#QQC#znP+3+4^A=2KTJ$mbz^FN@N4iw2&>R0ouHP{r_}<2Et7 zXlKN*qZ>)FZrVMMvztz`H%e9Km?#~~bTDE$B<479%wW6)N98g{qbkS5Y9e!owC9;E ziRZR7)^6b^BI)R@o^4wb+qX7yL7*R)W8K>td$vtKaw7Xe*zHcohMgJ(PSYRdc=6a{ z-<_vNU5qAN7zc4|j>`bZWd`bMEF%l7gczgTjL~jM7&o>7R1oNnS>;UrN&w>s@1|()nOJ~S3BsiK zG^P2>WcZR4f6e)~+5zi}&y9-uyR zC%~8&kklE#xeez%3B(Kp8V>~~y}|Q0qrE-^C4CBN8VM38OOd_@do2VfEe1CO^6WwM z3u$^YoIZ*GJAaBB;CMl5a-Mw(mCK?M}W0=Z5Tl(Z73kAlhV5 zh5k;WAxQpltch4dI9Xu2pF~5T%p-^tv4-%w2wZ|hLqNPftf^Q-$XRN9D~X0cct4bV z#2Uib4A5L88lo&nh0KXHguPLXj1p@|wE|xm*&@~u{wp+S!#mgE~Eo(^YPyxS7gG(v&6>7+6Ve2@AbzgpdZdpU-7mG+g zRT!+IDr8X`x@bWe3vy5%QZHU0lu*bejBNljs$@vNWWl(UVg}<>%1|~PqtK3}*&btO zLFg`JIIl8_Us+m!lwbw8YG-*`NO@aCIbT~z@Up@$ts*U>qK!$Q#}li>8bY3j0RB}~ zHC1h#s)e&qj)6?urQ-`%PEhJk&<_#$&rS^SPAqg*Q|=>4M!2CTHI)9Ew1FB}+Pr*G(={$+%uAA{VmIP=TutU2v0-2(G#oBVN?Wetf7Qlkw>G=xCa#_bhr2&Y_$ z36f|CAk+};Ad!Yx$>-hwry(wf>k$7mgsP(cSEL~e!%d<#Bz%vqs14bEY_q5h$zQLj z{jUwNL%}`&wIPbRwUPhY5ch`@n15}EwHBrDUmMb(MmqJc4dGalR7GvbdZV56e{D#Y zOo{%#He{t%f7QP>L=)w7>+QcbWOstyzc$1!ixTy(4Ke69di}2r5j4G>7qubdxoao? zwIM#cVK@G@AxN2=_J3`NoXyvZ`lRWf&rs@H*tHqQ-__gsHaP)F^H7tx!G@lJ}J(&N_hwsE`tR6F|*ngtQi zXQS1+(YF#4aR)x`BX&PUu*jtc6y`J?6)nqF_GAyu+B;4j;pjYYuf@w?3_61 z%kxNf^*#Mwk99qUg*)_ zea{^lp^A+m1iPoo87sGxuEwn0`tgO{~Ze9ak;m7yo zm*s@`z9_5Ny;>tQBO&mm*JxUBm7vdq;ag59*f9ihbO;|xj;;zDdXaxR5&YuZmB`mB z?TvDnk5)HhUcW^0;)=d-M-l>6tp*Z@vpMT6hUW?dX>WZl{-l9@I%m?~RSf@ugLhqp zu=u{~;n^i;`vY?rl|h8u_s}@zx*e%kbq>EDykEChqxG{@;YaM>&3l=KmW$Q?UN~x@Girp`h*X7s1%g81>sT zx5o0?d^2MHpg_Fw0G;XB$^d&z$3%57o}pl!qS-SUa82i7J};d1D53hD)#GUp;3+$u zvBB}#^svL4Jyq>tfiGqWnY%)>-&aJvo*jM?H+;w*>+vp?u$04}XE_vk%>Q*M{C!4d_i5 zMt?04?@Vv5&Qblf^llo&R6w|a4j4EQM_lIH&^3?oiEk4V6dK zzgfxuLq4ETh_-fHjpQk7=eV9%v2G2J$zyxx>OIEU_(mY_*5xSmebcaM%|Pt{PAcvw zA$R!Zqu(1jDzomZblk5|+Ht_;5Va9q7=8)!zR~Y6dUpaWPF3}cRPYhETmzXV4(`RV z2wB=m7k?8!OtXp<5yo;wIpnjO^NQV9+ewkM zjn1YQmnb?rI=Y=jNd2iSbq{rRY_rtjUQ9h^Q0TVB&r#f0i|5Z3y$H6r<4Z zp-@9UHMSvka-FyK2sK3NPNj9M`BC`cWeurPT9=Aq#2KC!YKVtjq#RRW?fF|m4cQaz z)E}@0vYEfEA!P(uof-95~3_Xf0=HN^c! zfVn+V+=iIhr`{B|A)SM(uw~*lq=R_cS=@#w(vPTmiP{iqYeM#3aT}t3gf${=Lr_#_ zlkcK7#I0EwQYLOg@XUjA;x?qabuTVi+=e`aYJ$aW2o|ij#!u9S&|GO*YsGB{8a1vf zZbLu}2c)jJ4G9O^e-gJLo1|s#iQAAaY@4!=xD7cC-*HvkhG2Gj`n(mjA=bA@(AVNN zWc{IjM{ye>OWm0{4g+z05!hVr1gp+YdbtgeW_F8uIK}(tn_MUH;unn=4 zVKI3fW=GLGgl$NdOof8)C6yhwglz~ji?Guk_aPu+xeZZUL3RGnn{hN=*oIgqn#$u3 z7f+f9+mLm!c}39D>$xt=Z3sZVFCBl|?;%duhV+>eZO+qs{qlruNG}0Wm-C2n%{Wxp zhID8%(YS}^VV1%+gnLk)T59#>&BAgUB2_AFz0C?i={SFIxeW<#$FG9Wlb@Ok+mJw= zbNA{DW%ou2+YqY@Nq`56-R<^G*oMrQ)WS615F#H5+mPIAFQ{J?P&HA@ZOBWtAL)nc zTCOz<+Yo>09niWRgyxOHHe^G{?mi*Q+4U{AA<p?(A)Uy^ACGVZ0|mTRduc&{ zR<0ENt88l~`aRwyKhD*2H4TOR5D-=vciU3N9&7W_@@R2YB0>zb*zY0GU0jLW4ZIv4cs6}BPPGEVXuC!YOEar;Kt7R!oT9JtZ# z^F1)^DoW6(X}-kxK{#5U?1t6OaS0y{ywIF{`%Sq$SK+7CleUzgkzwxq$e5K-L*6dD z>vkvros<)52vU$vMJTTL-8nDRkUuHKs&@xf7hHrI(p@n{y=9+$$6{GSrZtWba%p8F z?LrL+y6^(QS*d50Db$cBL;KvA$_K_;mo;SHopddmd8PSHLJbMdpWs$Ts${MeYDmr0 zer5w?MbyZmP(%K<3@KT!+p_pXs3Fqt{#bh=fjbYEHDr-^8Oox4`h7>JA;I0hP^7}= z%WX*Tm%o{Dhu}w-mfMh6D8R0SajHNH!Zrj4ipArYzG|_W%WX)V4p?wrNstY36}BN( zkUA=sR1WCbFSjA%PEZn9Sx6yufzWZfGUqr^Puzx(ClMSQNgJX}UV(9yv>~3#Y;{Q+ z0^(E?6vS-^rw_@KLnw42^m-7ny$YN{b-icE*a2kS5K?emff*(5IwBuCDqlAa<7_03 z&!OrTP~(dVdad8q2DVO11le8hSd~L}8v>_%ch`HSK}ByETS*+^qj+=eiIBB@YG z8v@YI5)~zF$T*&qA!$RTd8>&A;x|e&6;dVQHiYD$$_tUSAu6z0Ut!$EZ3xE`%AJt3At=C7ra{t%973_KN!k!K!Dq0CxD6q#Q~-UFv>_V8 zUdvF@hCD@)>LqQ69B`3XDrrOJrAU_~ZHO%Aq{cHz8}dV%)FWv_5X?l?DM=f$9|Ph^ z+7LWY2QQVhA(eO#RMLhhP|u%_!<4CqzzH$gvuQgw;}vi0?kL#hF}=32uT}4 zdLYGJD``W(Y&v3E+=kE}%W$0}ZHN>XhW8Y=A)F3X=21x-BE#56?u?{qz%E4 zs|nNMHiY~ZOkO2vLlmi#iUZ;{gs~1u8ZOB&;LtDytEZBHrxeZ}kWBC1a6)4?A*oGjGzzSIvB}Ou4 zxeej7@$`uu-a0#yg>8r)3SX!_u5zbc&B8Xs6Upr(di#gW1}?WD zjA;Uy6Z#@9bXM4gq^g0&rMxr4O<2oq2z#>%^<0EXS%itO4XKu;9fF&jiA+AX+=lQ= zQ1qQq-fdCI!Zw5pBL|^Px_3ACEVm(KMP-glbop>}v#<^MsLXGaYyQ4xc67N7q2Ev! zbjQ2|#mouY5E(q(9M^)1Ges}AA)MnNZfU&gs(4dj8?p{gx{t0fOh_?aZbJlEIO}(! zk7Htrunln~3Trr3pQIMQAsY?jO8|jzJf^8O?_FM zIwx#HDiygWQ7NbPnsS!g5caG*8M05cX`iW3LvAUMHX?lPrKfZ*YY4xCNFUDd8Olgm z){qcpD^m5#{+5wt4Iv*wsm^7#EG)Mnq;YBB60;J?Y!$X4%Cej&RwaSeN@mTkVzHG` ezH77Qb+d(e2z{C$XvrR=WzX9lFmq7f0scRQc0wZn literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/0003d2eb_S2_02.tif b/tests/data/biomassters/train_features/0003d2eb_S2_02.tif new file mode 100644 index 0000000000000000000000000000000000000000..d811ccee380b7912d8f51b471fbea20ca15e4c0a GIT binary patch literal 13168 zcmZ|V3p`VQ{P^*WUD@oy*f2Jiq$u}WVRK1B?jg6W5-Pdh$>y4J4WX#5yRPn+qP7aD z6qTZqt-DIO-%9<@zSQIQzu9BXdmrbV$79DHF3-K}?bm=1AP@)-0)fRrU|^yEckut1 z#ei87So;Xv#aGs$zzkcNMaSU45Rf>qMF0;7E9;_TWdFx3x3bSKU|sQl9BaNZivjCy zz$^i5Wq|Xz1GDHHtASZ61NGneEr2;a69s|+>)U|&T8=n~0?gUKT$_UeiO$gl%yl_p z|2?bcz%2T}{y%RN90>FW3j#%BK%h6kp1*;Mu%xf)RB&z*j-A{~i~pA`!JYqGKfg+k!v` z!(xt-&qUFHU1;Y#yy;$c?i3S)6c7s|Q@dJC3JuNFbmeaLGa_MfY^)A5+ugJYdA9GY zqYrM`pj^0l7hb2h`rWEh`wwoFJMWG+l|S4qZCX08XJqpu4fo3T-&2Y=rLQ(HBgp33 zL7;CuE(WcucDk^!SaY#@TaDMHZSDeSepH8lt=BgPxq1A9;D+sCvb8E>Bl}x@zk4a1 zZa;Ya#+z`t8v`>jJ0T1mZ^cy@6atn}XVSjSm{bTSzO2+b=d4}!(2)Eg?@hev$;TlM z5~T-9oX$QAo!LC6vcdP-i+ynl2GRD(&9B4ee5>D1f4n|2o}g$UM~G?Ej575*5xl;- z=YY1Exkb5G&5N~K$>uj-#J7!jm)I+<*C_1$FpZbId@ZnL=*L`&j}r_2bZq8V>K_`| z-FflPtv(bOe2n4UEl$U7BtZBX!~!IJJdcXJ?Q%g)EFF8-5Ot^M^+p6lb)PlvuB(>4 zbUtUHlVDry=P%m@$9`G6De`itLRbI2%SQPV?^BiT;eKTrALC3PR=xMcu~4! z3qIxS>igL}rwCgnAJ%CX^@~QSktcq9%cbN`D$EWN*i33k( z&~(>lo|=oRNU^q_9s_0menH1rgq=RmJ+FlNvaIfn`g@fPrv?m)bJX^G$7$#89DHuy zswNp1RK5G9Z0Z^9oU^u<_P%`HTNhRa?r#bAlU?eJc%40{wb^gZsXunuE0p4n^UC^= z@TR=_n=R7%%2euz*VsZ@!C4xP&8Sd9rwc*!aZ6#seo~Hb@ZfI~$-#5lhu#ry8m!0e z+O(nY-H;T$xERd)S`tLE@GSk1ap52?XrX{v`O)WsjZ(ovS8Ua%$~P$+GC%#!;C|k| zF8B1w4=jzdp~nKM&wT+^sIC5zbhYNvmzVcW1?L_6*m3on{O`MZWXR124c}gE?Qc5r z5y@@YuW;Z)>-TJy{PyoZA5C=p@EzS_Cz%3=^2V!_QQA4S80pRlzi?7_sfLbSPgK=O z?fX+;B5lu9$`8}WQ^UxM5r;c8oSw{(Ej`wqR4Mm;F*97q96DsppLi8dz7_j=E{7)( z9RC}`7S0D~R>6;-uq%7Na3Zj3KN;+GdUP@1TFuui8*kxQ@`;g-@4v*^kicJQ>wBht zjo2SZB?Sf#&;C|UdmjYJc=7e;?~%t7ONDkiet$UPe^@RsF)?AO7-u7rja>(&^~uO~ z`(e{vHc8M;w9M{!OJwNmN7DyQ;XIcOQhkT;RwhnJCM`~qQ%|@(=p!kN(S@cb(C%yw zLo@Fh=U74T?1RY|;WYgq4ut|o_To<2*yXyeS|!E2ueKw_^$>2Wrmd?AiIwSn*md_h z+tzjnxRsTsTcEqiyN7faWGY^K(P&fau)aZkz5(>k5CV zh2#1kWBQLtJI3b<#|+QieR14<_kIjBLVwjSVU=`2xNQYWH(-Tiad};URJ- z^dBWU`;40NTHm0jz8r9FTe1uRg)6Yvu=}7NaeNE%47?>^Z&Bnxwj_FgvY{#x75 zO{CK@`__r;SlZP>SbpI0T3SoJe4s5yNxu?_X68)k3p_ezjzRWN$ z6Y{p@)rR_9vJJlCd9GQUz6rHAHS#LqQJa^`4t>~C!Zpv2H@&X^GVU(2sx^}0d;21p zx3MMC&1<^6Z;*HHV^u4Oz3mzD)eQR9R4E7c^Ba0#9vlWe*=Y5CU7>kIwi&Pc;Pu; z);V{}>*H?(e^FxnZ!nLD0W(}&2zQhad~XdHqg|2M`8n~ni8GSvrQ061j)(q-BeU0c(P|^oQG4?znoYZj->^tlQ(-;K@}3V| z1r+>S~CNzJG zzQKXwC-Tnrp{^CwuGxyG+k>};c5F1xD$;*uR_MCN-@b-lVM4fmY1^I-|4Xr~D~c2i zpRfL*S7w^qz^Z-WdwWx_#ldb3S|5s(4rRBK4@spe*DtcZV$}$KBf8Q z&?|-Tu&{mzT&zIw+BYX^zxhKM8_N0N4cB7#4-ehwG-(r0evlMyKGqS>Q;^-6llo(L z;nv(7SW&fAa(pYApI`?U()_&B*D2hYkH@`Lbi{#l=Q>-v<=*)P7hr1j^ydFi-zydt zN4Xx=>2rMrB}`k7MU$c9h9=D5>Jc?S;SK8<$Rou3If{~V*61Wrw>n^k%|lN2s z8hqpzor5{#{9xga@#vEBWjAE8^3Pj2KYj;xFCr$c8vnVq@JIQ_Qd<8_G%pl{g@SaD zpa>L<9fFUL21gLUwIr}`6^LCU=AtPUp)FRcBhQ}1=@^UGnu?E`L#TKeDj!nh1gUj} zjC&}8x5Kc$&~bm54im;;;6SdhzDU@3ELBOe5y5b$<(>Xh5Hi1y$IYh;E6z4U8ZbgkSs?DL=SeHu_9uos=l3XiEk=3L+4xY7JtoXcqU5)(26$Q#_agM)2 zafd=3Ut!`dl>ZA>_ds!?m#o`QX6%9Tl*#=<^27%v-OpgbZHc-c%DNNEku%Dii+D;h z1rMd@At_NPIQJ^#i8M8eK&>ZH1&&bOu!@_eN|d%ry$+gx6IO4mT5qa4X|6`u0~I__ zJL05P@2WQGf#PJNp7^Ry`mfSsu3|idgM3y!iCi@qtD%O$entGL*QB`EYA*|l%HBo2R)Yq&LiorRWYu(z`Ms=*M=ZUdaA>F#Q>U*>%d$lR0 z;OA(GH7r?GL`TpUWN@mhEx7V z)YUMqyHQD)QA4EBR1ATl1C~xUo=P>*XPYpvNU*rc(_)jUGE@BuES0DfebP*yYZiUh zjQdfVxp#wf(+2&v4bdGNC}PslcQ!_MZfxk;C`5=)JvEOWFmD(#7g)%0eptAVT11ao zG>l6Le@p7mSvD+KPA$cm;onlI-VK7Rp!H1gVC)q-{hF@rDdj^V`iKi7o3GU7YLB^ z0|=y$?J|IKnIX6u5{aOzctd43L#kV>x*Jyo%<6C_7`hvpy2oymo8 zO+)^|t75zx0iL4)v10*E;{{ATnSr^$riH+nB?dJcvklH@Mlxp6Ov*HxeuH_G%xtDI zXVnxqtH82rcg$+S5c7aQE17%aRFrDTO{%MFRk4{0t!(6=cymxnf2hR#;+p?*=|e%f>N z%AV%BJ+qBU3>xA2jlHuS`;7Sen0|ORc;EB>eX|2$MuS-JDu~g@ek0-jxDWd|R$!K0 zxa>^0(L#9KF9;(OJSQFz4~=L+MhKKh?EFYCQe-?ivV}tAgT#$BqFOYg=Cq?JdKjTF zy4*avg&sX;qXhCpwK&AgImH^g#xm|B=tHqDn6Yy~amFEJ)=NpR@Ob0M`1sg(P9p-e zGeIsZ!8kV|J`YAYfR-ysj4w-UsZ12~L8%%^UNuSaSCU$4@eBz2-3Uxb* z*`HG0o6^#sGWU!OYLxJLl{z6DG6Ay^pe&9G zgs#pe64)jrc7h_FUW+$TO;1oyZ`Di}swlD-GQ3SQ63jDNY07Mr(x6>tt9|CYQx^3b z9(*{f!au8(nKi$Q$VHG7_GZtA<(Nd~FrQ->GdY9oocXMSCI>OJDluYVu1RrjLRl_{ zq9FKmhu-ZHI+#l>~?LynFHzdh=TQ5S%mO6)*Bzhw|r# z3n(TeVPHYUSV8MV!TdBqP%lILSvbE`WC|`~(iA`=MMJov1wyeY5iM|&T~Iz^NVB5~|Q+c=p+lo*;j z*|u?0dgZKjuf1o?nsw(KLckaJg-eZVn^)v}LNWqN2YF8he@*}>GSpTawa$94L0MwH8YK20S#bJ@xb z!(;QwzpeD7HNMXMJdmc`yoGY?4-NAR3gV@QK9b^%JK~^xmk={(VQr>5;&xG$mPK(e zL?3;}<(ny{O04ZX&Zbz=3Ev5;h{D@O?(>oB>_50!n>2AIOuie}9ur)c;h3!4{RG9P z=BtD4RPFH_%hYUQZJ-G}a4J^F_>^}!9D zO8kb69)URi+WwRL$`Ms~C+u}gLL9PkYD@v43|r0TP+tU7G_3rOyBJ+IiY z#K0HN5%L-QkFd#x^7 zBPVA&5Hnov|JqLi9QH2pjn|dYmpM1V2o~-UZ*vSn!rj&nbR2)mx3{Bc!d4BZe!87i;i|4Lf{3?I5QKKB1edF5K zS5o}Cqu|!8hA;(-fyS|P+^_Jkp9R9U@4hwd`;WcqnrZ)W{LQbuq>pmq{Bgha$U7BQ zt!q0Ys{+Yglb{Ru?NKS$G#^a9?g>F-sy>-NnpXT{V?ltQba*;F?Cd&lf-!&XMI1RT zXmB>Y&CEM)>2c)noc}08tyBq~C73^QETo#*p2P5IW$uRm-iPv+z=FbgXM zrn#I!f*}aD%PQa>0Y!xP>fm&ptw_4JCiITUd0fOEDSE3poC!KCCM>|+_O?d~4Kz^< zZ<^ITe@SNM`fMwZO#yK)TG(isgZ&nfQD=)e1+hHn3R97wiYf2dXrGH)r*6}?xYk<6 z<&f*9HMS;~iRswKhjsUB+YYwLbtOEK>p!Ho$)uOGlXerU^2D%fa7f`@Or&gvjE~*s zG4js4@r73R?8IAtD!-d%7vWLld|?Llj7?6l+p0|{oFjf$O7Ri=R(pGwBkQ~JDoWgT zZ?$jRXt2rURjFQq>lPn-&8|UHyxYZXTiX2B2Bjy<-+t-yz$aAuLt`6}^5n0Nz*w|^ zhbul}H4Q36{`HXrD5K`Dk3eZn#^)g;RqokQPU9Xb!5c@brLV?r?Z+F^H;$ih?@Dqu z{f6WrFemlDr#cTUSn?8(Bm;?b7c(?Hgw_KVm}T|7Bw2rs#esQ^3a(qUZ9_WcPSXY> z*%vq1eV(D7k;y|NA|mZ;Y&Fh$oI5Jc-mMUts(Vi6QKh@f%MEvIP0o9KJmG#lMIJ^o zx?m{9_1K>4%CDWOFiL#lpS^&O zSW|4D-yinfn-zZ5N=qhB{;U7jro?N6Z;TA;+Q7@uwAyX3+elXqR?9rMPIg_VcOMIT zN4uzg+ot~{Uai0^3XkER7ehK$k3gQc_x z=pP=vQRPs(BzxQl$tP-g9^!q)giH-Xz^2hNGE%nVS5ol)K(J_#GP^ z(Y8F3PLped9j|>3^Ld-`6%XWhZVbzhVV30?;lAW(Y0nGZ>Yy1QK%vbI}8dVS6t?QVa)#&$F3 zk?CX8V87AoPEd*>>8nL>`_jo6kU&;NpZ?h&$(=UJ#bxxFhV+t8$7B~iq2JTYOXFz~p<3$q{o zdxsOR@m#o48zgt^GtaM!qebH01_pf_u56f%>&FYmH-|Z0X^QK5@yd#3#7@1@GCM1L zt&k^qx%c5lV~f#Yg)6&3b$f5LWdC^M+nprox`o>ZbheMGT+MNkJ3GzGr{E0WF-Scx)QU<~>YO7OEqMgPE`h``{ z-@XqP;&neNK3tzc6Yp*7HvZ)I=>!P(2-5b4{+W#7#<-{vp@o}A{WZ?T+^o{Fo3Hs| z?pzZaP&3fE8A|rwdo}iE$BSgp7qkFgHyhA1^wT&LME$il?$Pk88Cp;<5-KsPm(O1MpJ2QjM#&L#Sx#cOYwEGRw0mN=diKV?v^Dy z!6;vvJ#cIIXBsO3Lla;46F9o`r)2>oUJLp2_}8CW(4TP#n3@MGk_3&T!8$lFBSev^ z3GSnU$JNDjR^wT+5bSz!9bNGVLvapG9_$6d+Cp^fArX!Q<~MkeJ2b)*TI&N9B*4KX zFqcqRL>R0#g0#LL9^MPT(f}W8K~TOZM&uxBa}neDNNSf98-pyWM%HqX<7cpfk4T+M z6604Sb?PJ;N0ga+CHwf2dN*IUM znZiWOU}_gIf+up^r&w1cHWH1k!;-1WI9C!bl8mdP;uy{HI1PNACVoO&n#v(kani-+ z(sgv{2^$q=mpk)Y5C{Y=6{kgRS91eAxvh0Ezi%0p6VIf099ZNl^2D%`u26}w8_CO6>Yq@Wm{Hc9N3ar5{eLKWU`iB}!g(l0BUAAN zsve0Nr3mJM;8Ch7QR*u7nks@gC5FGMo2hD)xoSNP%3lYWv{S3MSDSQFr))(~8`O{Z ztJgEtCwD1Oy=C0?u9^(f(2LYy+9)uQ8c*07lUb|v4r1ARP)`aq^@=s4$}~9-<#;1& z@MqWP)vSrSj203VqZ-ymHLb00TPy5R0Jmtl^=L))YSs5CFjSCwFSP52v?qtxQI06l z9aZWd#F(~;3E+v+BZe%c;kjd zk&jS$3XFFqCHW=|fRB_)Q6b6=$4#fIMLxn@l%#8$J*_jF0(_(u&-;znzqL`HFY*zt z3KVQ>END}!7g@Y8RT9s;BH3B|jAVw7Eiq@e zG}deptdnGaa`0$#i0N=>9A9y&}sU;3@uN-^y}8? zF=vAbXXXW2w!QNJ*m(x(Vu+AoAApo$Tn%xqu>@DnW*pz#jiByksOc7~CH?e*?9#<0)8;5Qc8^4BZwRwyh~b7WlnSi1%tr z^qNWarq)WcFy3YP-c7~cGo>J*8m8&E&rJ1pL+*CQB8*+LeV}gpOp~u+t2{dfUUtjR zknb1U>BmWsrq=iq2K)_&{9|9svjQ-l?*d{!1T>8X2&N@DhJl_7fw4=0%^-0aUi|1k zA2E?&4gB*FG|gKn?yrw9Kgv<0|M>`*LPW~`^N}KwFz26-5E)%aqrW~PI6~z4{PPhg z`;62-AEA69vkw3B5d`qWd{zP{ z568<*lq*X#u1t)tLa_HJm7h+EKbzE2lO+7Cz%5DkYDq?v$3El)2ti z>N*f_AhmorwMCdZ_a05#hLHPuU~VkUcp{C#Ql{=r8w97#Ls=#WSxy|$8^boiu@eYv zZl)O1DV?aEZlal#nw*+t)m5R zzhMQvh29H=2}^}-AQb-_E)ibThAdh@7gJ>w1UHH+$;EBd;srHHj^vR_?IUfvM-~i^ za3SD@4J8ZarKa>!hLV(^t#rt>biuRC)LW7*Kr93vHDw-63_8jwfbu?-lVZzF6U!4* zq?mZIwv39ztcteW3c(r}*Qe5_vNEx{vW-JvVPzK1A8V^Qws7S*b*qE`dc3mZcpLxt z!d(!JgZ6n)wa{B_+F#9hhGdpi4+*OmKAbT9OrjML6MvjEoj92|bCR2lq6Ty1p&T#k=OJ>bl{h(+JCi~i@#nCBP;c#i$KmyzcdW6zra`0_G;c-eIZEc3^f z`jD1o{?HBKzgp&xcTHM1SMrdQ1;fez@{p>%5OUHof0(fd0fR9$4WIVSVX|M1{5qCUig+J1X+vHxY@JE2`>*YKotS=lUw~~ht@sOF7Jfx&scw;3G zfqmACUCBdopHmd)SMrePoaa}~3*H0#QNRW_JCwX10{A2Q4o9;%9cV(dlry-DBO0RBLfqU04; z_12FmSUd|MsT90w8G8lr$03y((;MLmHv#_06d3sZ_=N!j{Gk~IRZg)Z+?}WjR7}n8 znp5qW^aJ?g_}xnV-sq|kfIlGj2Hj&)*V_a9Vee=`G!OQFK1)v9#mKY@-}`EI7~qfG zbCEeC3FJQje`FIs>&^dmE(Z7`rWW0Qe&>XMSQL<)kve zAL9IHs;Oz=LjZpq%=3Z=o*!HMqkLR*VQP!#z;1AYer1&Ay9q&*Pe<)hz zNm}1a#q0q1gXSG2@%b?BtpUIvT3(R8Lg`bP&LaMRM6^=gw)-5$0sPSqleO8!$aBpG z_~W4}xM)0I_p0G0fIqrfKa_Fz&FoA7{@~3k?zm~*J-8s^55ij=qs{hc>Mnpk=(XD* zi3+OkV*vheR4ovUsGqr8F5(Z^cntFWFK#Iw;18FrB+%UpWp3vH{_umrD1Jxv9{D%` z{Bc{rf*$!2;Lw)3em6)@RbxuC?4J@ENz7-$`OXpGk1peGnxk{!M+rD~e83Fgk71un-K-gc`~!eL!mh;fE{N}V;QtlikC|D%tW_=K zn-jnvo4SW+YEGcB<0Afeso)4l3HVLT0Dt%f?}vd`o5lSG_@gj#zv~kfaf{ExzUSli zcf2Ou#(sUX;c;TP|7b_I_dewDuLr_AmTo1091$5A?C}63f8H3WD28$ve?-2Mkb`+^ z<;N_PTH86_LVBmTFF~?Dx4R9l{N69;2#Rhbw_vIHLGfByRNqZGh=$HbzwTqv7W=4h zBJI=0AJx%s5+8pSJRx^To{F)^?@ywg#1F3p_yfp8SVt993u|To{s8h2#hr@VW*!0j z0puZ8joAEk4@CSiM!p=17O1|u0q_Tqhk$XbHYDEy_yfp8`d>;wy;vgtNU%h$$z+|G zumJc2$U{0Qm#`-s0R8~-5MHLFSWfQ(z#l*!BBQE9Uvvie1IR`~l=4uDdbfE%!wHk#ehwoW6PUq9wo|Kpt|NmLYd*FTfu_ z9s=q>aup_i1N;HxAqbv<>+i<^e*k%iRUSe7)>jdK{89c!W>Fgd^a1<<P6_5GIOY0sa8;5G^^D8$w54#2-K&B1k83b0IDOe*k%i3z5ABQ{*M$4I+2?l~No(vyP73Cq!0325X(N~NZ2l9{#Ji`$=eo{h*E6PJSC!}ao zlGr9m9Uu>B$553NYVV*TIz@Si@VW%+B-&*N9RcJa0;KSiRNp75+EGy+Lit9ZN@9wZ zFm*s40>N@-VRe$&3A88=VeG+hVsZUc+ysz^tcKGb%J;9A*46zl57B`NdS!67GP*z> z;s|Di5pbRaT^~ZEAB=B7DBdZ`L+V0hh2BcwayeHZ4@s4)W09D*;kX=89x{`QCC9Q=&YiZb4aiKv_6KaRc%YG^HL(7G9TpA}7j2Cdn$4b`0&6$`K$B z(N&o=Ky!8}Pi_$9A$oK*=5I1xTR5 zWoj2z?|~=}(d*Y{iXo}7+E0Ky&vNu>Qq&Jo9uhUPo_iF}bkdOq@(`p>G)jgy zt56~>%0n7Ry24hZuu0Dy$V0UC8gvxseV8d@Q64g7Zb12s2BjI40C|Y3!ITGFpn`hp zE6PLknMRC<5HR29DUgT68tW%0f^8I^rit>9=qwZNLlDo-R2s-bDovxSAk22DlGCC* zq@l)4@EOH7+~EFS9@4;*rW?pNbc^zksa|vHMOo?t^O9ln2BG=Xdqu7{y5XzE)R?9I zgeBvpI8D>?8Q5|fN;5!+u@of?FmwYPJ%&K%oC49ytYp-!3^c7`v`Dlr;xm2g7(?qu zQ)^+Kw2ZYV4{5ZwnYNLlTH1O5d5FJlBSTv7O?f(4l!r`**-?K(!0vXXKpw)jo6aOq zUn|KR7UdxZ#r8~rGF#RD8IXsZ-C}S7uQ#?uIO8DGW-W3w_x+Hs9EGFgO6-bVtM=O+9{sBxRblzbC*S!~RVI2vtm$@JYlUGh=~NhPa?7 zungc2aNsNi#csqHNs96iBODWWrkoMxb07~<-(j>GEx1pXT`$T*;tY3k`$+tbU9vzP zV!tcSQGvgQVB{{!Lz;bpgl^2!1M-m2xcGe}mYb|x zv?vd0NsJdV2yF8NFCY)ePiQHU=3U3emy7a{x#}d~4;j$;q;en+sY{w`lwc?-mEREM zA;$a^=4TKqI^_kBhYX||55lQfiMbI`9uoiI0Ou-6=$j@7p2bUND`$V15NR*DR0m!ye?C=Z#}&H#QkQEM_PfINhrF>fQ!`m9{xAj(5bT(g+- Uvcj>fK_Cwa$~Fm6x-Is<0PhD=g#Z8m literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/000aa810_S1_00.tif b/tests/data/biomassters/train_features/000aa810_S1_00.tif new file mode 100644 index 0000000000000000000000000000000000000000..3fa69bea3c052da3eb6b06adc6e1ef38238faeed GIT binary patch literal 7375 zcmai&dpML^^!VR*X3WKmG54Ffye}%ZNR+!~P=snk5n_glBbB0?q!|>ULWn3c)hWd( zx=|@JxkM@V5M`!R(oLm9rTRJNdw$RJ{r&aZ`&rNWto81-_uA{(&wE?C)C|A^06+l% z5D9=Y1kDKezZfyYs2Sg@8A1N%*O_7TfBa7j8ASaXTRLOV|MUM7!}yP(8D{=B#>M~u zxc@8GzeYh6l5{+qAI3|FNS zfPdylo8jto#J{`BpW%NR>A(Iz7C4jZKmC8&_@e(;|L6Yys{b1|Q>}mJ!T|rI3(n*) zv(f+Y%@h^{UXeg-b^6Rz0R69h*a(NMO8+MY|E~ssj7p8k-% zZ4w{@9*a#3TV!LYch`y{^XGH7=?hL-+kEO@%*e(b@`)bW9&47+V!S-3f2GeHT`Moj zc`5j);#k|Nh-N}pta{10b2e8$kuJF^=lm<3et6pD>q@{avE)C6Fr8U^p8qAkz|iF9LJ;a(^86GYW2EMVrH6eBs&*gT5aHo zR)?}Yw~k6e4$eoV8K*_qW*KEPvfF1ZO}C$*wSLZ68FP$srZN;GZ@V%#9fqu}d;xXG z65n`J7N_isN6)?k%>jdU#lj-G!*ZF}S-AX5D?mMBGcxU*x?=R zq7S?0_Ut$I)SI=++^0Y&#VqqrV~<(-f5p~XfnR6&Vh$o#`L8-8>Z}M{jXrN^`*{0b z(Zsw3O$nRj+g~Q>6gKOmN{fKpmyv5QIdR5oc0}jI<}KWR#w&O6vWkrbMr)!rh3qd1 zHXoeCUc?kk&T0$HG~V95Jy)g7+8Ks6ncf_>^L#Ds0JCX=#g*`W?31n6?vqRQPnEk$ zro5)M$fh=MktfcgjSd!}2b5WnX!-J(7rWkEh+}?3dxWQWe(*V3cJ7Za1?$sWBIdpP zmT`9k{Oom|CvyK}!>40v=-8LNh&2-3pZlWCwi1TZM{E!}HE(|u-rKtU=f3?N zBf5fVPzUsiQh5<<)QU0rJd5qR&~Btc=1dem$En3}Sof=}R8hYN!OIEL3?1f@GATrG zr6cTY$^(Zs-)#xCa}&QgFt05^M*gj*RQ+bYILmA3?BeS52s7M97i0uwksD2R6Rpi= zW5|;E&y)Pv5%a`NUX>=o{;4eM*d#2_&O8l75l`Q-ZuWaN8z4j<5~9eN(Srs}^NN|) z_Z{)M9sJXEyY=0s#hxwGCWzX|ocRRn1Cjywj4&1zk+`^})7d3GAt%qhR!F>IKI>l4 zB#9EU918|po|#rMh4VJwU+Qb;$pQ-IR|43Mdhfv5bTZg?MXQ+MB)B zx{+1-{@$?|xoqg1?YqrraLbAdKn?wco3h7G!CrFP>%4m?f%v_||K6@=$O7*Rp!%8R zh1+YG!j@UR_vkA(q2IVU@{iVue{5|#zzxAT-`=4r^i1Or6pX^0I z|Fs)-7QqL`-^X8+?a)=Yy?H8z^wEp^Z@EJZdDg9+DpfT$F!M7CBF(mPc|%2-ScN?p zV#*=q9lJJhit66pOR7jd#Q8bgL0E|R1*lfG1ZHya@nt z5>zKy4MJZ^MyXSJqgOq9DvLrGCz@5en$q2`#yoEeUErokY_@N6L6Wu~s#ZDj5N~-e zIul${&k9>a9ka8YvvQkRIdli}*}6HT1)r1sI4@d&m%f#NTQuf@Lo6~)EI)Py5b_jJ z*003#@u`K;4?Tni@^^zJO~Bbl4sHIRX5hpXRV)A=ae3X*?Bv-j>u}eE<6ZE|rXpv7 zqxlm395eHT8nYjbi*M;v)nhZFR!Z6g|$(@LZt4rQ5 zt2FY+h#7Q>T>y5}*VF*v47g$I2eAf7M~^;rm#sa#Z1C1S$eR-KAQ1<3Flz36!@Fe! zeSA1=Au2kdaV9L6%gfZY!gd;5wtu|i5yta1>ACwjUdPhB>28hyGrjRJ@>3C5`x^%C z8hd_T?rWsVaDM4r$;alte{e(gH@ZPk{KfCET?*6wwFo;m<-?wKb=+y*Ui>LywUGRM z(NgSl+sKJWrPhryk1-ctLzHxG?@d)9a_`2A+pE24iNB?~5RLWs@-~8-O8>n}B__ps zaPXGwJ;}ZA#-!iaY~hMsABDzT{gXe2@3r`1@8IvE#5-8diw+VHwfJ4_Tpf9B&1YBN zko0-OFY8oW2yV=W-#T^mJSPJ+n za#u?a^sq(5$joNGo_g(GvE1(I_pl83HD!He@jX&)n0 zD|Ey`C`}l3JRA+XVr1s%oLGc1nlFyWNJntehnNl-S1rMb)3J(toNNw`l#h^JL{^pH zG>&`)Qde9Kz+J5IOL+J&Rvw7YsiRA-V&*jvB-_}EpM;JMeboeiyiZU0fe5}Nl1BI< zGit|MqShHB9ncp~@#H&rq~9dCL!XQxRbvH;ePl8XqY341H6Ux7b>zn=ekN?`DSWjR z6}pK7%BZ={IPDVrCwJPWJ2asaty4^eOXz+1^Oi zD=F$V+|CZVtcdujkEi%R(VXCuM{w##0QoIn1MuW(f!`Dttfg50hG0W>9uB&UMatAL zg+>4Y8pQzC3ds^r!<8l|Nuu6oDVf6fsvo#TPSUP9rE(RFHp1;oo&ch0yn&f5csg{$vj+#md6fMTIOF@!) z>ru{`DLQ`5ulgkn!&7R^6;(*h7YjtAnip^VBtsxo;U*tcfqdm;O@>>XxF;x47`2?&m zk7-L4Nw+bC!=fHYPkWUfFvm?9fYCO%(`>o$I~vW&T`P=ic1FS>9{Ij>-jY9x zQ#z9KKdyjT4n0#2+KW22zs1l>k`fjd5Vp$2f&!|a#GZT2z)yQ0(7s=}%7m|qAz!od zpIH}N?_c1|5WU0qx(7(=D8T7}Ua>CJh3^eqrKr;t(O1*gkwvJRl(HhIAe*BwLw!BEMzWj)omdL>m4U(Vi8{_!xfgg%F_}CiUWI5 zuj3_JN3wLibTx}1Tu5gKB49Ba{25VbAyBQ;``ac`@{9m(jeIO*0v{+lJl82_^Ax7* z8373Se9r2S_1ZH8q2Gqp(K>*$?&>X3&>5DzII1v-E&o8go*FF~BWtRoALrnKZ1&@0 ze<(}!!8I|AGjzFvR9F$C#j>PtHmSG~>;Bjm0^%lAYxrxyOKwUV-;3iED zMcTW0^(aqtlfUre7Wg?eCN`PFk(uWDhe7Wj6TA%-RsV`0Ku)R-0mFZHMQ9G3L@Urxs z%ml0yLEgD%r6gU5DgjhUwyW8r zq=4%1BxWOBo22n4kPwf|_Y5@kzGfin} z5VT@He3cGm?Jo+&Dw1eZkq4y9ooZv9)M3=x_;jfw0MgU@Wn^KaUVnOqVu%JTJ;=&O z$&)C%N)Br0xCNat2rxz}eq{Dn=__-1Q#D!2XS%XI*{nv4!i~&&kgX-*B)1O*_2bna z5W9vCL$j&!qlb&$v0)2d|Cb}uA)4yPkpVzo*@2z;mQ$o*L3%EmMiwCqz8U0d?=Te( zd239Nva9UfR!8ANBt$)0>E8Bfukt>~%yfSXdlO z0;gE)_+wHT9;`VwATyAr@OGycDIe41?~B>_e3du7xTIJcWB~dfUsFzpu!w<6C6EOG zHIx+B5#ZH;Lqln76<=0TI?$mH8k|_uPga&v28K_<7F6Z-lg00tB7j}|rA%7Hk~ow- z0g$p}lp{t_Md7KDN)8Pxlq!#N(Lf6EyU{7h2YqetsVDPz!UTM<-D$;DjFNhW<3WZX zR-(@t?SW4#Xa?%YKaYnpAUD>{$g|Q+s#m{qQ& z0803La1jN3#kg5^0ghn>pTBUk91WhX;9TXvC;8uRRcJrxtBWgxTiEg-1gHHk2m;hr ze;ps9Xz!zLzPKpyMnL)(pNs?AQs(!`OUh)jroPGmh1WP!_u#9v3;A$hbqI?tJ%bGq zT!zw6nu5zE7C6xzPKnJGX*m*Jdu32aSC3I{d0thTk(H*`3<4-}KE@#AnkG&U+HyT4 z8m$c=?AcNSHS@KLYf6%6qQh8&)LMy*sPL~H%+Y~alpn`#C@p!Sf|~|s*uuL6gNmCP z6-ssQR!A*D+RO~8uY(h~P;XsHo1Ut!U*Ay-QI!q#1`}N9 zBzn(}dd&um`ll)sD^NM>PwT6pUwWc9>QXLWUJg1N-IY+#@`}4d^Eisff>65# z24U*@9x4)%aQq|g2op}z9eVpnQ^|+w+e4@D8gFdq?+z%9Eb-|$K|m=aJQr%Gw2LUT z>U;_zH063ObGj5=C}2-F&lYp@%|+Qd^wUK>P%Hsl+H=B}ChKC|_V1NuGUR{uK9z7p z0f^gCj}>N2*_=LJ0%GR*`*csAmWx%T_OH#r!j|l(M+V?h7Q`MnQ3}eJ8=N@(M0%rO zZ6)$X027WJTwBY4FOb*P4=sqsiSR=w+R!rpr@S5=D3iQ*@Tr!e2hVx7c9bF+#kqVO zhVszb*5MP=TsexvM{1-B9rzE;GZI4<#J|JTD#rkk{&T)DNi&T~Hh->J!cvF42(zav zo^g^FjlgHAGTg{XUqJpy_oV+z$xIDTynH5osToE5ih89q!|=DfhT_Olm)9qgsH$2n zKXp{9VnRnopXFdRl)GWYZzNag{IW4vjMTgsJ6TDDdjS5Gw-SJ)e);y9iZ5#9@bA4- zDk#r7-@A5T)ZOn-4)Nf-sIV6wBpw85ZI$#lgT!Uc4 zYd?jv=xPhnu;4RH5D4#mF0&v=QT%Y5FEj7MO7P3DkOX*O1fCO$IIJw|s~`ZYFk{z; zeAON&E3^I%k7g-$fx}xSAud9yGg+2I673>~r%p*}2AUUB!#PCwxIz7~Z_1lIY4vx( z83Qnd8eZ{TYfBZb{}En`7ERE?>!)E4f zB`j&fZ^6v@*M)!%3teo9wOWa`d-H**=aQacjm=p+o}Ag#{!rN%V{gCyK;&mqYl7PN zD2ogo^sOY_-sp2yFG{&NYQfyo0r3aBvcJDN**^5h&P6xlwd0xciTtCgr@rS5O3X74 zEsKNst16HUe;{hsLWt}gcye|S^YXx5&AHnb`X^U$=T1`PRq+Y8h-(gPeE6=-ls;UA zxNde7vwtP0xG3A-y0oJCMQ>#MW*?JHi~hR&t)TjvptRknd*gfJp(LlMH`fSXSo;G1 z(m#^_Loe?{X8V)(18=4Lx4VoY3+<*Us_~k}7mOZc@(PR14e{|eiIRBFbG^~mifxH8+?ww$H0M?J|4dYRbe)Ppqe>J1&xu%cR z92wNiZSGWUv&*y|N;D}LA;@9U9QaSemRGq9$dl49=cNZdEvFAFM`*gZGIwHX-1oH z?s}&k20S{WBqK?FJ@Rqe%zzVSrsz4#te5eif!E8sUl(0;>{$hkN%t4HtYlC<-meLy zp5B!e^f@g*PbR?9&0=#mr`J|HlqKvJk)bwwUlp>QMmV%A^+5}^BZx- zqi&+R=?GAW2@6zkli9~^f8M}THGSKML@2Jv zG!d;Q<2C)FN34RWFixQCbRm3@=-!c<`TRL{N8F1b?OhIO>X)0l{OsAKM>z-NP5CdQ zNI^j_2jmeVuEWWgxFbN=))QbPu>0g|t>&}WXfSLDk%L|H7GtBX7oX#+JIl()HdT`% z#-6BFJ8cZsyjzb9{&iQ6;D&C!f(2zquD*|Oz*061%DjT}_M9ABn)#aX={DCB%e?bZ zvqoVb7Yb<-WYdc%$Rp4k_B}whE4}4&1iL)(^N@OM8MSoSaXHiTqo`AG3NGoIcojXH z{dKKmgERm3zKFz=I^ll|($_1AOYro;5I(L8n^-^;`{CBuE zS$rVsH{d=mU6({b>VO~YHNJRmWKocC6tchwAEv|wY{;I6M?)PtAbgmp9&es~pwuue z)fbB>U!f}!m+^BhGxbG6Q#jj(Cg=LQN5`3_&&x@VoA5%ayGe$mH#(8thK*a#80@d~ zKA6&Dufr;%xn;Dl{8pM1;Mubx+CnJGU81H@6{MCd%-))BfRom6jKqWbpy9&i@tm2v z$+p8XLNeI@kuMx=!ghXMgpyXGM+m7%X{oW-A0!G`%gfznOH37+8yn{oAXUG-TjP=) zz`El{WkU-Pri)BOBva(dJbzGOkDTRO0m?=edB2eeWc?2cxAm+)BCfEU)v=1@K0EBe zr#v>w`EF4P*E8Gn$owTF6Jq!LD2&8%{)X&sHYABz_D9tMph~wSK0$}5`pbR}X*Ejf zy6sWiNmoSO*a>;4y{vfHS?HC)u<6=^Cjs_RZ9gI-r+DpSfN2^Xp-9079lD_JwxnYb zDPVp&77oCe9HJs+87_V?^Z2Pjdrv1MxXM&Jy-Z0?NJ&^;SDYnyV87X)slu?Vm~h|4 zRr|^LT_spmGWw5)PDohc=RYPhNi*47zMbZp*|}whEx$m*DmxoL5jzqVgR?(c94HP7MUkoRx)Z5<)2>4}$Q z8Qz(Rza@+9UmGl>H0b4Y*;y>hGLR+Fg5E;9h}!teI|3ZCrEfM^bW9L|%tr&`9t%Ld zQ&(kaE3hFeVmwUh1b<)d(;xSC`0LOWt}1EH;Kn%W-CYeeJ0_%A+BtESq@#4%{pUk* I>x9Dp0~t@HfB*mh literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/000aa810_S1_01.tif b/tests/data/biomassters/train_features/000aa810_S1_01.tif new file mode 100644 index 0000000000000000000000000000000000000000..be09998809e4a4913d5621769467cfaeffe7572c GIT binary patch literal 7369 zcmai&dss|c`1tpp`~A{Pb7`iTJt|V6n?$KS6-CiqrQ7UsNkXXTf|*JeB_SlyOhV*1 zC5{f!j7W%6iPA+g3Q@?dQwqP%`JUhNe1Cua)_UIO{j7Jt@7nKLYwxw6y_PLA0|)>B z=m7wT2Eb{8rUm?8jGAW5wC(k@p#QUDry2Jj{}aOmG5^MvPB--bv;Pyr`H!J#=Kkk1 zM*slA{}sFVKSoXa_)RlD4)c+}?&i}9e&;0*Y|2J-Ww*Ku45B!rZ zIGw}vK>x=!J+UD0ngJ4OvZt>CxPRLPMnpn&_CGP?e>DK)Y)Uw4Sg{SBc7e|Z1WSY5 z{ULkXG(c|IS#3JwYjb7B?Le}tm$h(%?959m+Z$6LCm$fJZ0=3$BAR;`FOh-YJ!d%+ zTt1(dg{{dx*5Wf<=+z!ajLBVZQ)347IVlAt>q`vTpA%EtXL~0aHJ$L@S;h!7D<_!w zRXtn2410H5ecdAHqMfZ?+w*l-99RVN@T-^-T<=`?89HisM;s$Rs7jYhDr(UB?Y&aK zq8v28Ze@SX#V5OT0-Yx5FRty|OJCs2NY=b#7}i%3GsVk!RqK+i`<+N#KT<;{;DO#Td6mNf6nR8#>v0S)fIE5W0s7{1po zP5g#2%REM=u?78{g*mxY1@=>2vs29JWkZ#sWVfxe2j^!o-2!-wHT9v~LxZFH`AgHS zQU&*zb(TBax4!KqleS?pXP3-m=NT0*8Q*2HO!4W1!TrxUv3StB;v%NZrKNUGo{7iS zd0wDK>(R1(_KdjWPux1z>&-ImSx}la!CJU7(<64*<1hEef(-lzr#A4)ucD>pRv%#oQktng2t0Brrg5n7}6eKYYgKehC|f8dETZD7zU z4Dfi(v&8d%N`daN>5zo{gb; zzDvcSNkdxup1%n%SLX+rv{Hi*buSfe1)gt*xj!xr+73xx8rH@gd>B&f!50Cj{r_doX#X*OCnMCI2G@ zoBIMg|Cw0Op0B9YG9GqAxddqOA@z z#N+HKGe^@*OQg&&clHtkgf6(3Y4rTj{cYJ+yJvr%YCfAlOnc*KQW~|zwJlc#?|703 zcKuxXZPx|^uWvsN$n^61&c)5+yZ_qWSN3Y>{{EdPOAa)?+ccfW5V;q@Lfw`VZ}zHM zYu~1%-@mjm<>&p2Jo%|N^(bESy~a-mfVbXXc3~F=80^{;6SGGgnLW5mtSB3v%!+1A z{MeJBoe7mqfea~wt@fah;7Y2((gL?%?TuE-XW?ACi5lOLIZH};87?ihR8t3hQ{f3w z;XXaObg7=oaW)YS6S*{p(Xn-QS(YsVnra7CrM^LSS!CGQCY-sn6wYz=5@*-tF&n$i zlC8{UVh`q+zD)CFBWn!rdR(O42Hxda#U-Mx)^kq-wJ1%uRg=$%gC-$nKU_DHT-PJG z+m&cw^cJN?jHgsg(02RsWnK%jWP6WTUv$Y<2AZFdo9UmXg*^1lB4T^%j=7B3 z;geJ6HP$J4+euLr%Y6&aI^GxFHVyT~SmmzP4lasFBLe754yrbn&Kc5sEZ z6!r-QCmt?Tk4IB$FC^jGw1Qb_pQsrDi@cYO7~(5C%4|krsqjtbN+5y^>M2@%au}IQ z2r3uIm9$*odKZ$H2dvD+eEPDaQayofwBFy=R&2I(7gXWu7@vLJb6I0o4yx$FQBcaB zKYN#zK?a8DzdVkRHEw&(cEo_H2=cxFRN;-xR2{xW#@M|c=Uvn?VEGAuHT0PDZTSUk z{A%{Qn<1p=ovQ;M)Xzc3BwU=IzX&Hg7g7cL>t~c)eb&}ObblIu$#qDS^KLl&PJEU4 z$h%u~&1TH-4+RS0NrF8o3`L!Njh%%M<9j^%qP&Hsz}@4%*55Ua zARXP;j)gx+<}5zX$iO76ei-He_{{vnu7!n0u5S8G-AyiE+1JxH)Arssb)D<@HhNy( z)_dx+gau}=F$_1!rCn`|+ZBXx&x;uRsP&BnaeQL6`;OlMBc`U{(+i&_F)n=QrmKaJ z;MtRU2kPY?d+?p2E;sskbAqYeDTsVHMNO}BRohb}*==-1HJmNfiLu(&0^4jS#%H!U74ew9#42thd+GVF@c({4-nwC;gc5&o`gQ~ ztOa(9-PiK)_+42dFi~X(Y`sF+zI!Xq-T{wM%sW}DK1SALEPm6f=DWX;x4MpO$>}4j z?!?@ul$bBYNq5`Y?mlP$RBza@!opVWG4^CpTq;F9=iF6*0}TA_`_A{f;k~()PhE>< zXB&oAHRi0)|Nd|_X;dvvy!9u&JkxUHqck2S=2Vvh#TzAATk{8e8EbT6?MPdT#okM; z-7X!({5e%un;0uGp&K`&B)wL4KXtr}QS{~&Ens@Qf1ks}+55pAH?GNV;9>XVk3KW3 z@N>ueU5n;q8%{Pf=Cp!oF5=nbujmCo%#;@^tt_? z+S=!4;h{lSU}Lt(^L}GaA0@5oD9+M!&Yyd%IBK@#mz8lmIA-FF<49V*Ps3l=fk>LX zQT5eFHd`U~cnjxm18FCosO4eYKF-98+$jIV+%Pe@~^BeGd zexv!-v9=_^!;!E3b}vFzc*o#t6wan%@Ep2Ba~^NG^vnD)zi#L2Do+b`#ll!BVizght? zq-QXS2UM3Bx=@h8)>j%(TLqxDcX9MHKG=yWv@n$EG2(5|2#$!Dpj%-*=?7AwJ4RV) zpuu7p0SxH_pgI(*B>}KI&L;*Vy9_e6;30-svKL>N#)FFtMl%S=B|wKKv=%aCk=YdhA)AM061Sd)56R^b&YvY$dXX?n8pk>LF{X; zr~8UkZD;w~b0HqS&6y3Q2@!AhK`*v0mS5wqkCf;sH|V#?aB`d>b3I4Z%GW&QG7}8p zF*GxktF@$R7V>;^Sn_yu+W|i0$W;;f2TK`pdjj*cflN-4Xbjq_g}_{{?=^ucfdYOL zGVh3`*U`QYg<4yb>YSl(mw{|Eh1oBH)EHT|=-_*i>Lq6D7cmls_nj1L6ELzlkRJi1 z&W75VkakpXh$~Um=_}98&@-+ABCwauXK3qL?KVb;qX@Wb)DBamZ1A$XvC@DhePyB- zAcC6&)}bc4%L3j0nSL=m^#_9WmRV3b7TPrHP#R8y5nRqNMXuw(O{VRI9E}(C^0C>< zZUfmeGrbCod=2|@m6>k&rvp5mdYAd3db~zUwQjVKwWCyMi}qFqv{L_b=Nwf8sC1vJ zH;6%6DVK-mY9EMHf%E*v^ zOPVsAhOJkwT7)2Vm#Ssr=y@{ z=N9|N(4I6p%0?J+U&kk{Sl|k#wsWy^xfrl=Vhy6f0?e0TC+$k6=9RPmxJddEUHc1$ z7O}Lca1jNsgs?>{sVo?;9gucFG>MDw>ns=5W1Q@SE8CW+T8{ea;HsU=)gE*U@F0RR z{uS>fk`h4j*OHz)YXHX$(A$&U-LY)G!ksH zET9-IX~nY3mP0-)<%#7*7m3QPp0-y#ZQeK`cZfv|UQjU$>G3LRF|6LS0;-)}L9nA| zg;q#X=B*4EBB2@s#4$|Xb-9={Hx9Zk`hC3eZUbf4q`_L^beF}3KYJ9Pi6XmJvVXvDpe9u zTN|XGK!z@Ij-&?ZV)%+z!GSp{xkVPb!Tq=}0VBaVzP_NpSGrK^ET_Wa36 zor|7olWY}%qnRSw(Glp70MsEzg(5J9lw=eoJ8KC2hyE||!4Ifs+tc9rmRrJQh4azCDlpD*bV9NZktEytP0W`ROEbBQYJ!9467Ts&%HFP}kfF#e2?_?0<#hkynTUDFM z(uLc&#w_^-LZ|sQZ9WD1eS45SNw?B)hjW7D8Cv3z5S)vsvnaRgWK`@=rc{)XwPlD(v zoz;M@LUim}s%nTO{glSNBL=&9+=pp8xlrD@E2xW#sA)m{yP-j)Mw+ z$RZ-}WltAChyL7YPn08ZTzk4gvQ4NpQ4|YNu)TPvQ93fl)P)^~rx*o!+p}d1lENmtOU{y*GI`lK zDh367o69Q_$>T-ACvtUzSfp=XaHXO83c2|AJg5#0H|7=BQ=qft@y2}FEdy{MzpGUQ zg`w&?_bbhC@IV1?kS5v34IVDgC4egOf#7k5s+wf~s}L$j!)1lXDMalceu8ySwwtCg zIrtpXlUC!CXB|=|k&zpR`L+V(QXJpmuvSJ?kc&b*7%BoQ+53pZj;Yl@ay$%#SK~sW zkIL4F6wIT~B@-ZH6DCTF9b@AfodBwUZB68$-NHHId7l)LUNWN0lYfFw_ z#KG;NklGW-AXPQz#B;Ttri-)iUa2a|P#t}e-+_bN_{V!r>WTsF)>9!vc{|w?q1~;DRmT^=`-0SPls#5UXThA?u=OC}nm86N_E2z~O zl`>--a=Nm+&_Hs5-F@u*^#CI1e8HfCF1>M~3s&7xYRu=R%D7({{CGxMpL9#3ou-z4_QF2)>i8w z6E&ecv7&`@Lws2h%K%PZK4C#rL(Ej0T7)B(Pt^9nbOi$txL;8M1nq*Wf&lc!nyad* z8{kjuWb_}h2!bZ?kDhpa=?uo?j%z9!5B9DTWMXtvBg z!|W+=7rx&44wS-1zT7GG5<_YHUjMsDDNl3aZZD!Q6>{p=Hz_}m)3)4${vblgz0x!s zFhcLmXqHWh70%7Qg)H4_lik$~RS$G_dUEu`usQ&G%n~-VNGwsx zKU+#$$ch|N>61sYN;2^NQLmP!kqPVHJXSp*$fDkFRoZ1O{a(kyNm;rC^?33f6G{VX3E@jTXn}z!{N^bbE=c)uW zahj|i6!PoLoc*ae06s3&1M>m?KA8EU>NBLI24qrpiN4gw`UEp2}bQf}tc5k9A76@0Qh%DVf^K0! z#em3`2foCdav0EhFktjxga-hPl7D)?f^Kmok6xV$6KeKxZbiRFV(Hqv*DvA;%6#^% z9dA_2(aIx3qD&(Ej_H&)q|*Zd>f4B7K=X$vqU@bykSv???$kw;CLQBcJ1ld-Ystee z)PRyKRtYeJ|=@A{Ln4J@2*CXAaU25kqWX6dUpJBNV{ad44=K#a6yBj6{zj z9TZLfXg|YHD`G}+KdIO_?YGZjW4d&aNNoODr=@9GUn1>6$c$g+{8ds+g0sJtc@Ypt zy$1hph#61k{;glemO=c6^<%0Mj&A$k;sh>K#4bzyTjxPkJ|BIXdk#!Ua2VO- zL|G|a)ovJh`a9Agk_CS6ug1bIwEk<8$`Pz~>y-EoUdYl&&Vv1a{eXmY`N6+dQbeb7&i?yNZ6RTE8Waoi6_0E|1Ga-so(gA7o4;_Uuk;X~yF7Y45*%m0r4EltF3Y}aQvik)_?Vvk`}LO>@5}o= zD?`P(DL)RHHQV%l#6_%#r0>7ri%Px;xJc)9zBl=k8%aO(c4pQ0A5Wt?KMs%oSa9gC zDU>HsnNLKcpqc@UW_|9IleASno>*pCYL<3FDYT*j>uPdojjy2(vOB(#bQX*0=;y`I z8i#NJxw@0r6dlqYxU@|Zu;zqSZ%Ul}w1q-KIV~}q(LA_yY{xP`q&IqBds?|UGq<^3ZB&XUV+e0OSVLHz54T+!ShwJ*zgj&UF9*w z?!TSiC@K$0jq6$awo<>R6Ig{4{%!bRdzsOzwnVx@Ge4rI(RNA8QwxG43>FG!y^!RJ*C~(hd-+o42Mh#jQ4D$TPZ!V-?X>JL z<#lUl(JLgz6kPjUj*+4!PQ{XQ&b;1wk}Fp}I`wA2YBM8d^~|hUobOJDBpKHuN@&NV zPO9@5-7@D3?*_+d$-}F4ua{#>e%|IVqmu5|67RjedgcAP)@Rc9JqlbBr{~nWP&V$= zr<(@rkTkv$$lWor1+QkL3DxEz3m$a-X9qI@h11B`|e1U zFp#~c;j?eL{NuzguvKrKjDqH>>gK>P49?!26^eLUKe9}NfeK~x8P`dgtzjg$5rd5M zgq?~ZX97I>8C`gY1!~G|bYA9stt{MSNH$lI)0Y+Bu{k$>0Zq~>Ajz+b8b`y-(i2>A z_F0(Inh)r~^5WdBwq7W!73>*>XT^$@W_RPy+Ghz@=VefMw4nx`dweaEdB}#K$h0={ z+Q>%@a+`*<m3eyWSCX+!-cSa_(ZT%38(Jw%a{S5dSJ3KWJv&Um=TqsXi2UtGCpf-^?f-cXNs@0HLq!|R zFpctwWmo~@M^p*6%QHqbZl;AYk>jWGHN9W JMuSYu{{daiv$_BP literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/000aa810_S1_02.tif b/tests/data/biomassters/train_features/000aa810_S1_02.tif new file mode 100644 index 0000000000000000000000000000000000000000..160c07adb70d7e039910a7be1f60996293a6003f GIT binary patch literal 7382 zcmai&dss|c`1tpp`~BX`)J!vb6osU#qG+a~D7sRqG$T^#PzkxubXTFMq*8laa|%g_ z!VFOe-6V?kI8oH02vPCtobUNP&-eG&Z>{Hj-p_jXde?f_TF<-pv)9t4vj74B04x9i z(EvC_(3F7xi&0aInX=fhv<9~dZAm(4+lBtH?fA)WTxc@OU#k~LeED!*I z@PGL({EtyneSD`FJ*7WRiQg3eGsftY(2^i_yp?bg3z;emg`1*c+| zTIm1SrZyG?-Z4PJrSz$%0Pf%RK_eoeD*YcH^1m7YGX6*?Fgz76o$4Yz;~yvsaPx!g zZFU1n;uCLE$pe3F@}0oh)fg+G)a&e8OPj${r@7gjL*%ZWtvg-BO~x+6aq%7|=JxJZ z=M)%W*U{!+(mc<$mN(K4nzQX6{0FNyT@G2k?ATQY zYpa&1t36aPVEB3z^(buE-s5ZG=B!5Ql{*s`)l`$q%s;pl#qS~H+-VHKl__j(xB zY`jmLcW~~WoeRCr%))nnlHOeGG#5U-cKP_Pr6=r6zD&fUaLs727$P{KWx$Vy2w7}Y zVL)KkEpiL-&30*QM{WD}?9v%9aM!RK`)(aC_>$(hQN+U2u7uokC)NAUwFAFMT| zfs>J%^2oXX1KZgyS9Yy7S^g!X#3jZ0)DR=z4fADT2^e|K$s46UXzHC{3fpDoE#}N3 zxrGYcj&CTuxzsmlxNk|@=mUc_f||FEn+g{%ck#(LVKn-!MDrVBR&I@|iW7cKUAHA$ zIT;4rzv=Y`KlZ&-~Xel%FUtvoVN_3d5_et*AV z-R6=F*LTH*q`oh8>iO>eE3D}G`krXf`Z<5?$U8}#+!cl&@iYtDK2T*-GKRx!$#A_u zPCl%La#IyavfT?6V;Q4f`TR3x{uq<{)(6TkxnB;g!#^Mq`*xVl*phc_iNCK{xi|Qz z>YZBeSVW3}A@ieGJW$ii%_- z{_peA$zu$U!EvHF#jtor^EPbwiuNl9OwOIXwh4Evf%!`p3nRicgD(whiAC|#1ccP4);>$O{+2mRE(;{Mz>kPsYLlllxSG z5Lh+=0$Q`JQg_M%Wnrnx!pw`Ju0zAhS6s~-qSiZBj2_}A%SI`*F$a8OA|A}iWC5C_ zg%Zb^B4vWTb5n>A6FZS+@wgyGDyFJ6G((FIB3jO@8M+A>du_)&SNCiIc7VR$(hPq{ z`iXr)xt+6i+01)B#`GoifmtpgTLFF@PeVA3i_5e^TNo@1cZ?FLfkjK2dc-)>+XpS1 z!;%>H3{Ps-vSbAd8(SWlC3PrsWRdPE`^l0!(jt=YtR-0JC3oHKT=KNS1xuHj83KW> zN33F|fw6~7P6KXe**u?z-bH|0LV3PRtqbZ!@N8`)k?Q+!HBP;J&fA7-)Fgw@N39et zXsjue<}6QpkY#yS{#n4D6+u6%10jOl)ihzuo?O~A&&@#|W_HRh;PSkfsV^sS!+9Wu4XtT? z>1|F(zE^%lhR~Gc;AjnSl-2q0B~f0o=={y=V&?{@;77Z~D(G>o9VH^wCq3?h^e!IU z__n8|Mh~29xgniUfW;MCHBI*kyp10*;0MP|lR6RP$baq8OmRzexM^2un5j$Oby0bj zhjRYW>jUwz_r`8JBax`+@qJp0D@;BaMNkgRk6lC*o=mZoHwz7t5a^D*CxaflKDA0? z#ZNM#>RK5D)heh#T5e3t_SoN`d4=OwaM8d++mXGN2D%JkxMvIv9KP0QKNP$l3O`g0 zSpM;YT1#oM%&nI4Id77u_q9srq^5a4bk=OiYOct?hg>GVh&IRS(n#^Y6xeBFn97v$uc+T`j!P0E2V;}u92qUK>Xr? zmSky7DjEk~Ui#j<3x|19*zUZ}@%`h4XWarvI~HW`#7c|LU6C%w>yEDc(DKj@yQHeq z85So~qt9!V`-v|H*I*DUr>(!VU8oky(DH0j>aV63&J*i0LyIrpGrgr>=dqE}vS`}3 zTQ8Vv`ItW**P}3n^*s*RYv@&5uV0fc5F5?j`msxBi~BhI+Qo*sdHE0_H7B~)VaRsB z&f#_~aGZK_vufDqDsb10pp(J7$WH`!?;)v}9*<0voT8U_Tc31dVtw2bN2`?Bzxy1s zx25LNA6%EF>&vb4KezB5lIL2yljZGEnnyp@Fz(rdTGRcR59Y>W0nRp1eBd zQg!R&!sb~uX<%PGraD> z51$^3yUz>1$Ocv@ogDf#{QE>vRvSjO+IXSUITkw4f9KPXS-3>55*psyscTnb!JcgZY7}A6#xTc0QaC6 zWB`HC7&REnp=zIlEs&w2Pp`!Ur4HdBGBm>m13odVazN`|l3_iJw>v0%$r<*-N>*UC zyRbPSJavcua5zp;%9Gy4wZxKL=w?isYRri_2vBG_>53+@e8)v#2eN6u5^hV^bL&Oeg|V)lEf~v2TID1d16pq2!Ynk-(fkU*BT|DF? z3aaD#WRTS>7_Eo&B^0)DP(QbX1{1`WP8ukFlBIeEtyQ3`25osw09!G2MnYx-O9B}B zJQC_UaO$~+K3yzb3eU1vB#Ec0RHED=K6sTK_eHFjM^sga+W-UgeY`Iof)mgZ4+)FI zQEy{@7D#j=kuGeSuc;og5yP5m1WCzYvC&~ief51owTrQ$j(uqX79vh(`2$Kvy|&=# zx)2N`p5Yq_BJPCh%_dML&uWKBbs`m3n6grEzy$C)%M_u3a<7@bg&1T=+*USAGC@)A znRU35r~SZ)zdT!kW5_SfZqty#y<%3QnR=KD{FuY)psSq8@!fNftA?scbKe26<{h2& zX)ZL3*S(l~c*06rLT^V~$lK^_vIR1%FCVw`ro=r3+I@FJS}fi2r#s9Z#A54J^ySh8#L{2~Q%0OhyY4l*W#WV<7~8Sn{l zd$PS^f+L-6-=2elEetOoov(h$QO{k#KE*-`Fn$#a5LcmOmxEs|4|XSQx$Ov@A*p&D zk2D)1cZBWj3l+_1ZSKN$L?2Y*+WQy5F#;gpi9Je`63AP|osg>_@>uFmplD2)9dwyQ z$VFz$@`NZDq1zZa|FJ*-T03`GkmUU?{`NG*N0E(_tK23$~>?2&>fai zyS^ZV0$On9g-0ly(Xz0J&R9KNHgDVZ4eD)Zgc-@5`kPHcUCoMovzw%fj#^cSk}Qqt zggMH2`kiMts!N2RS2VYV^9G&;z{G;vF;F2x@i?ZSS*U3itZM&5QA3Be{LzWvA%w&2 z-=vnZb#FIwM@6z~^40Op$PK!(F*blekyo;>(c>fwSjsDLM}=f*5_h{%ydnZ8vyOjm z!It!(cy?Q02qj}D@LZWtCi|#Ig3g{OY1|qRC{%o=T?^X=eK63BZ#x=8uNbs`+^ zY)K7h*SH&Iku|6H@H$9RfcCt54>Dw^NZ%VUz*j)P(NFszVo<=3AO(v0{I?S7p-KK$ z7E(l7DKN%X$!T;*rRstR;972>Ns>B}D}9yBx1nks*?|tpIvaf?E+x<%55ib`uT;pF z1ly$+hM*O-)UNO}d5>80BCRWys#?pp-=3~cVnR)4W(M4!Sy)L^%wiN?&QcJ3yXt9+&3N*#?7$|hE|ypO^nhe12Ff~6_{s$6#1#H@ zP!W%=9XyCE&{Hiw6gb9_64-^mb0qdC<@B6m6qJ-e(`V<(5eoD@_XR{((AdXJ4y)}A zwU$TpZP?%idXU2rWR#@q&kJ%F$v;znc;!Q{aXM`Nu@HuoLYN<3AWuST-3ngBa^zji z7u%1jg@7ucP(MXaE+p*8Dn!x*x;@8&3VE8>+#h8{l1+NL+@fQZ`oIL{`sHHzGNwvh z{6b>@F2L<*EP*2oH6zFMJLupx!H(|Zx@(5>`*4@qn9^sZFNUeIOx}*~W$JBw-BH*8 zqp$F$>?Fg;eJ*6JUd=~CW4s&U6Ox^LKyspJj-Iqrbi?|jB9LX^a8d^?$F$J3b50d` z!r-6O)qbbt^@gj1PwP4`a>1F^k)XPbTeSJCBvPQbe70z}0Q$)MnOv?Ap=EyMFLU%H z#K0Kns*2UM1fWv?=j}>KDP9>+S=5Y`uVxgrpH~oY zs=@Ow5s`Wnv!MS1Je95Fiw2{Bx|I2H{Gv`sQ`A)j69lk1NBKp4W7ao)}h9t58Gk*QPCP}6U?rti{rm8uD zi6ajbw+O1=4|-rR@{81S_90x!R(^UUtfA??i9+fg>H0v$`{s})k%~gz{q!+(6)j7C zT++jbOfka0p2($QndC{&FbjZ)6W^c0r6P4uiy=l&l}(%^w;-h=X>e;OA3JqYlj1gL z1zU5d?YJ2Mc_Mga-L9y|D~`0klIlx3QG47v;2EIS?U|uJN6sOI20wda!%>cOhDPF4 z?9NxQOz0!^)%NFb4?z;%WthT+5?On)x^y$Bh|i1AsrQeoIJE4gWE6n=Uml;z-%a4; zR-5o%$r@ zc!i*^)RU<`L*MK7R{l*a+wu0boTpkvd%fWuJR}5z`b7zPsxii*UHv+g7}g(HlL4wQ z`fCoom*fe+sY{&_zHAeJ(a8^rB$9;r;dK=gNFm?4HVEG!K<|e{4YY&#Ll+82nqz;9 zI*7^=-0SYYkr*yW{J3U-q4G8meflJUnVOMLr4w|}T-1vmRt#Yg$#5?N1y*5x^G4tm z7{!LqVq>nn1Mf8ZGZL={2)=~bgX(HZuhS^h?Cj+3EORC7^ZE*TDsFH1 zH${xT^3b>5SOW5yDBk`Z&cVnm$HY@xcS8I-YfSfx4H^9iD?~wgyx(O%C3|`B%%5eI zDCKT?+2wKh7#oZm@73^tBAU2y0!DDMW0T?zeH8}1uX_@iM?&zw!Uh1jF(vHNZ>WI* z_dx`|JQBu-EK`GuT5}#1Td0X6n@X7=ChZdZ+M#+e1VP*Eb8CN7HhX>wU~9@y4Cyq(TF*jFnx2) z@L0jIy!7lwMvJumpeOg5|N6_Mw4l3o$L&$51yqJBE41zXqjRVBRs?RWlfR$*-4hzIxt7vs6`X$01BEF$=$*^j^6txzM|oZz(Ia${n{(=V%Zux z`#l%={G$i34y)*jo|`}Un{@*)86C%Toci>1sDw{-Y5{DV@WVoqxa1^-iKR@7I)c-_ zbB~led#ja{)Zuz7UWt0$d^$E&8qR1??B@tvTct6}3r9j$ho_|2DD)Zkc8pBj%W7-w z8hw!08?r|xlB^H)_3Srdhf5Y4KUmLu8P;8oAwMp~>{wNjn9 z9ej2(9xs9?cZ8wesW!{I)?Yt}>gtq|aIAvRqGim!e03B{%AddSC4#K7>t2PtCZVoQ z-XY~0pMJ1~m0};A@JeyceS7G0RgVz&{rCq#ritOm9%00b(|dd0<@9Wn2TICA_t!3B z&B!~Qrk~Em)iN{Q$fcCnH(lC0X5z8e3-%Q{b7i@NCCJjleL9Iqx;{t&a2Y%Hu9f94 ziHIuJS6zBr(!U|MWpV#Ykn5IgAj+hmFrB%l*{);BXWqXdq;220THQl1ym6~~TfWPp z>lZ1=(z2?dh(yPIL*24pyBWLIyp$DbpXjdRXB@M=@v*NZ*7Z}cj%9VA?l)>)%JeYe zUA^$~uMH#NEuM?xdQ=>Wu%v8OJXz&r`55ztDR}awFVdNj5DH0cb8b5MIv1sF2zsus z9AkHVlP^8BblWSfam3L*y*on>FA=MB{PmjiZ^qtKmAL*`qhNV57VSGBO+WSf++ftn z$mF5%_19fKj=v?Qte*&z6a*Cgc4~{xO-X<8odv3b#(u4rcLIBRH9*9{-rk=MBvmc| zF`77F8cGv;2ZgmEsgepsDt9qP3foXye91UuY>~WKAT|ng)DB2R&gDHRv3Z*a-~31l zX*_Ybnui&ISc+_G;;0um$2~OfJW3{;hr6rXH0FO8yI=x4J23R-5-8wf$xhym^{oP z7Jd@BHpxVBpPlHIMULwz$s(wBV^b8v*4f)WH{M1_f{z&+=Xm0b&MbQn*JhSfS#(6@ z??LC+DY$4#06CvaTxx_!>3-nY3Y52v+^ zG?84duudcehGqVoyJT_VE<-RSLVLt05O>2sqwcG=Z^0fE=01MHKgMV)IccZ8RR?TXu z;7JTFJR8ooxp#VPWm1bMW9QS=uJ&_iU#qX-<23B(16znE9qG?E4&yZzDHpenI-`(o zxf$aR%H2D6y5bNM+^ft>$uaX%gT?Ed%W=X2-$yhVZf4BmVh%hkcrhrY-V0RLY|E3< zTlZ|7<9&#cuhmzR#_GCbe}&#{x^!*ZXyAUIvRHG*Q=umQO;4=-Z2YT- K*OP~o%Krl@GqrjE literal 0 HcmV?d00001 diff --git a/tests/data/biomassters/train_features/000aa810_S2_00.tif b/tests/data/biomassters/train_features/000aa810_S2_00.tif new file mode 100644 index 0000000000000000000000000000000000000000..0d40a3dd0daed62d0c9eec6d72f247a6b0f9b7eb GIT binary patch literal 13180 zcmZ|V2UJpj{P=%R0Z|Z86i`s8%q&e&Q85Q-YLvo2>vz001Bh006}S zK+!}LJ%Imf78A|VqP35rhxqzBNHl}j=hbsiKnZ}jXfG*xBEP=AdXB>XnlbCg{1UC> z|JS)D>$8|>-B~nCiS}sGbzDUA>NU2AW|?%@|6JcxG#}1@0l=blchP(;TO2?X%~_(k zJ{tyDy+*HSZpaqpuAX!cYZs!SUNV5Kg`V27Nd^weP``Vx-B%xn z$lmD`9uwxQDW7Zk&g%L8)Ez1XyY|WIEr)b&F1GpLT)|Al4wnrC$x(}kFUMo;)m$px ze@oWhkQbt7B(IQTt#|_6d^vD?rQIcU=Q{67_Zp8Y?%r30mC>Dk^&S%zx=V`pgPXj= z73y_6IS1Q)zIiB}2bSC4cpZVcF+6wrp_xG26TcY&58TUXFudt*fGgNv-$*qs^-wQk zZp~)ZevB}w9F!UUYNA|bQ~hMWdzgMulV9D)fd$*%b5{J!TC)UVMx!R%j?w-mWCbym^bi6S_y-3wkD|ql>PVau+*?_ju?~BPk zq@hPoCg*>p{IMv#^zO%>u0a?Om@R&UBu+;f%S-Ut?9{#dsaz8Dwqs4cGpGJ81$L+K zl`*)q?}7#Du9Jq1+?i}txV&YNub)CMsG$_r8&w;s)H`%fM%-lO2$(BN5n3@ zrH#aE=IkALW+N6=;vQHT^gj4wr ze7|YprTtJ#E@$*m+d-w&5AEMF$8&ca{P}RY^SjUI3A}_LxonPJJ{x2K7gS{M76o&lAjCD0@BH`=|7$g0)4`0u$wOz}bbk8< zEW-LHr)l-i{(57R=qPqJcx>UfO4@rV*hcHGKYzb@G`*51fn)#SivM9dg2hB{T>1iI zCp?=>8V8?cC?bB8)|6M9UIfN55nmqR7g+Z6=3~QS#v`>D3b<9lYYqG9`TYE z#*z{IOKujs!r{!j2HED9wsCeHLI~&RM^G>+2zwTFZl`sQ)8@^P!d<#=lbw#D?A0xu z&cHX^^*ZKsaJxADm->cZ%v@AH*~)2`?45y-Jg1BLR_(8pttBP%$q%X4p5ugW+GpI* z7gOu@6_tH}hX|lK{hk+;^juzKnw77GZI@9otmjH&>jH4GZKTN7bq% z&K5goIfJ`XA%VsBSOuHg%MsyU$P2h&q`$Hw-?`2~W%AY9Jh|sMR|^Rk~b^ z2az^xQcIpbBlnQy;6yY4-(5QE@-fw+|#V5rw52 z#yhFi=x>!SLkjwLR%n;pz~@|za#ea0xiysSRjw~8TzUZUif+3vyBXEF?eBg}*!XYV z@QV(QFY`=g+9gl--4DDDSO(XbcdJWped+TxF6yfMfR_yIyx*0cglldeZ-G!#plvIh zdIcH2r{fl~mF1BJ_szYYH}E>35NM;meZQBFdSLgi6WG%I54~=f1cw9eqS9Xvz3{OK zout$#3wNn`-}gHZo_Vd6Zs-o*b|8GRrK3$@A`}967jYHT)$Rd)3qhWi*>2L`f!Y4S zcQ6u~T{3vx!|IFQj#}gFrPDVI4o>>L>`1sPcm*^#I^)0N0V{$Am0`HgzkWG-=zH9> z*g3A&n>~{$5j~4t^yEabQ$N$bF95r-FmzsF8K>R~!uM1IOVpd1PNkx5V;!JOrv;_H ztJpi9!7|L7#wHdcQFjdsQ2+SaxU(YW<*_uduz56A!76sKLJDm3@pB)aX~!;F~LFV*&Xffi(TIACxzz zp93(5DSduGI3Jr;@R;_>AL6&IYOb~7iDH=15w==&3;66)?`&tF_6&61v}RcGn%n+C zdui+V`e)vK-Um#=c4QicJU9C8cVLWl?G7zg+DH1IFq6E7c$&AEz$0*CtfFZlen{+` zAvoNwt|h+r`AeF%PWsr5wuJ@ZE2UiJT=t)iHmgr#KGpG%sngJe)alnsk600oyD`Au zOK*HWrABoALiEyJ35*e(NPj55SMZyF-XSPrDCYx#x16Y29#A_XYWXX6xo(cRc^G$iy5T)Q`7+FnY*3 zc#>WpnU(+Y<hXh2!5hdKCq|y$h5y&Z(xoADKc8W6J_ob<@=YfARD1)4UV zlXhTorLAL8c|tmax99sUNY_#T zvxv!*Hyw*T!~^&@$7WK^9xSKPJ}Po&=YPK${rM+h8j=p%`^RB&C9QAqkA=$epP{Tj zgMdF%62F;|5TrC<3J%mp0U41%P6u$11e{V8)83-Q9>gQH#I?!dkrZ)WH;`W;fwYv+ zwvmXm#j!7=kuIP}H&DG7NJv8n48V?|;K*=reWW<^nc`pqq@D$tN|7Yh!hr#jg?W@SRNL2bubD89|tY0E%#2MntY48UO(HYh@=0vH^;mhNDRDmH2y5MFdm> z2{pY5&5Hz)x5-Xx%8|)(3}*zhPi}}VH*JX~@4_=4%S=1Slbz(F+~m36l;|%NP=N~M zP=%;40{5fzbPOgc4%5KG2yVfc9IR6gHYyL>P>2P*P#h}5HB{iHD-}t#NI{2UQJrE# zgW`0vG$$6^a6@Uj6Hn&j8T+BcCj8J4etMWd9+4)6NTc2;lZDDrAC$TE2%w4zYF>rB ztP=GLCA2~x7bix8h>cL9a2KxIgyf7PMH5JkMDcEh)MK>`jp`d_G&d4!34qRx$4xdi z(l^fRl;&@io7uBz#!gkoNtJ1;40KX`%v7BT+^iEK5BRJc9igTZr4}8h#``G6jM*Za zxkV>uOLQ)V*eb4bLOr@fy|F@Fprgc}-RfMkHM(wVW4#K|Tw($&i{*3Yt;A;oT&jSaSH4z-#K zw$wa$U=aA}v0Za{HhM)ij4%N2rOi{G&0N)Py-Nh{Tcx>cd-NLi z#J23=-BJOJ+M;`G_4;jN2jFafNbD24*kQZoQ9D6Ans(mab=*F7(!P00io|hB^8{z&VF_-YbBU&N3)y*IPqKSKiL%3G-o%wc zcV#vzk*ZvWom}VL+$f%kv@9970Cx)0Juc9l`yMH1^N^48ps+mRlBF5;sJL{`xJ=KM z98aMFhPdqIR^b&_>D9tTa6UultG!!lyyxqDh-V~ulRhP#J}rEo`Mb*9g9x|#zVi?K zC_{dXIV@YnZ&>Iz|G}T~87R0V7WX}XG93^%AHdx#0ocJ%05SBTjChzh_c!*L95Y^? z*@|Ndb791yf85poiP!w6RT~Ph#g`iFZKdvAFxf}C2jLj(E4AC#>a=gcRgRG?SLzeE z;1{IN3}PB$*$qL@qJkFUg7p)nfsIo7X(9TYkoe3H?l~+`K2)J3RKFrL{xpzotN85v z{`ji>tu_0FwFsiz0r!pr@tp@+yMaV+V0>R#Yk%0ngK(mPm@qE9bS%787{2fxL(7Mj zem%G_8KFNN!6=vH4@W!)Ml6CN4I~LPBSae_$^aFWARop3fnXnt#;8Ucs7EJgNOCtQ zx9P?tP-5DsF~Tp>!c(yxHn9nIv2BhxZmhzhM_ij%+@fDR>7W?zP<&Z2J}*jKEMXaxBltSv24|BDcu5IWNn9Oej`bl-%OQh~LkTz0 z%$!-0~0x4AYlN689l!URAHUXUI3M>1R+BTlLIGIMgC(+%OR<@GX4oq8; zkY;>=BucZF;2c8~hY>Hu)#Z$kI7_OB4Y!CBPom4U(hbS!iIjBSE-bez18bRKXp@m> zD=nlE3|%r4-7?#~GKG)j1oyK%L$eaYv)UtJ+|MeB3EAze?4^_=qy;P;exy9_NPE$d zrDA0FLkaAuoTbX6hPx$-1w5X-=wtf)KL z(QtCP8OTnAjNUl4+PbvB6DQlnT>V^mR-bXuCmQ2BBGa#Gdh>ou2!zllUP?)kctXuaTmUUL%q z-NvVDPGWiChR&Lk=({RB=eh3gBkzhBruqDQPi4~Y+(D0YFu>CEEzB; z-udcv0`=^p5S#OsttafNo`%lv31(OOTzeiCuSDM6A#8mWzUWi=j-QnJW-1YHib4N+ zv^$#WdnQ=xbTL-U$i%eFqvp8;*u3)Ur-;t6DUeckmr7axr`aU>zQ>DAW0OmVep`Nc z8T@teXKI>C>phV79~$Bp2+*Aw`q83$$`%FUJBG^OGY2zNC2tp=*1$-8kkEzSah#wc ziY0R1pmrAF?PPl(iKfV&s4y=~&(INbUnJ^6xMCmbW-Lt}yzh`o-(whuRKaP#v(ZM@ zxMWj*Iy4C1Ka$3>wN4@gcGN5|G!*V!wtjupL zHs`J1JJxHDy75DWeVOY{at27QUUw33#cSeUCt;fwV%MF7rktU_?j(hM<(Yq-1g%we zyW<&6p8APX$^(wM;-*hpCVdW$w&lL%?Cm&s>dfTz@1UFwcHa+uTkiV) z3aYP+@>PT1p2nM@EpeHjl=`M$6_EPNvX3O(kHL3Q24*=UiH@@?2>Q^RpSroG{Ft@d z)A`B(Uk`DR_1@71ziXi{OC*>pV+oaSQeH1Xrt`IzQnhm4Exq1#8wTw4<1jS85)g7Z{%BhEho#?V&rYc4{eziZ z`4jMc>CbKCm~^3(7|jq4WYB!2X{Mm=5uCUn76p78D@os_31ZyEq|<0b_Q(#1V2+f5 z%mp9iheLTg)iNC~Do8Vf(86SL7V;s^!ttU?I@&PX@uRXudonh&UFQf{hP2Z&2gNTu zk0x*3ytBPh?jJS}ckZfsk7tei+h#9$#x9WMy-v(tiGW<%maX6;_i^v^Li13ydNO>D z()o;te5YO`7+^$l<4slp>YIu6AWacCz%FzKoA08+WXzBB6zOcY+%<~Z*t_K=CVKa7 z8>*)2zU~_;?>^e~k5bj%&+$|?yaN7fW2YXtv$})^J0zv}=@uA#`d)?0<{;aS(|Wyt%_nv3L+!k3D17Y*v6%e_?K(OQ zf&p?+{_&`XUj5WhdgCxox2=8u*pA?g?`O;zN$`rVCZC#@&&o}Nr5CE0U6T02bp;;= zOet@?WCG=(w`V#I;dSX%$aAh%N1co`;Gjs>dA);qPA{m|ckU^QKRtTf*~rc&l%|Yi z+m}3k;k9Qxjx5GZ-u7g7xLs(EK{ef17IyiN!}vV?k~}O>YI@x1vZZy6+vbZ1`cCN9 z6sODb_BC#fyU4c*o>$z0uDV^niR=!Ut)=8QxO?||^_7#vTQ0Y{Umx>1z$W0tzI8nJ z9{2m&!oo0(HJ|^x5)cMTtEY!0Lasd+)GSp-&xa(Z4$E{nG2eUC%9Y3jeE`x6?0WX)+dKleO?b2clV>l<0<|fze z0usE!rBB79#5e;Rg|?cRk-eBZbUf^6?vCuK1=3w?uB)^YDW}0ot;e%k0SY({BBzpj zv5#-6VYrrMW%}S2j7~K znN}~!x0?VT20F`PzySj^iBK_(`xUeLp$~AiC=hq_R8v;OL$5v~a5q<`=@#n|?z>6w zU@Y|TGxnf2#5}|VrjUJ4XUIs)GGq*Qo?mD!`(n@TP!r9n*zQuu;pcYaW7O)o1)jor zyvY|kyP7zw>S6jsBxKCz%6xpoGsOYZY?4`BOK;nA?@#{FsmrLi-~16J1T)O>=w|xn zd!s&TL1CSzp%CP)7dsq6!~JSndZxS)J_inlcXqZV0FqSb(ox_1`a2f&$0g~n3=cjS zyOEIf{WZN?F<NXTDZ7=fB?wSpUTBW^Ce2?mfC}*%X#i%$o%U?RTVLy= zFn+tqQWx$WJ|Zt_=o^^cMSSm@eLULK7T#B0`@#5HN%U*4`#p@$V)*+fV@$&zu)2}R zy;_yCuUU_l7wI_WXQMg$yrCp(>v8(i#Ek8yp8QB~`a-ZJ$?!i7U+?qy>KA+!p)ISE z^oKb?C}@axI&LO*He}MTx;6gRD|9#Q&^MDu9SQ#9V|PX_qbtAOO1QQ1CK+%6v)6~e z6aW?eGRRT9T}(`TM0l5+T`)rjSV6yU`|zu+VpciKK~np{r%uS(Isfd(V1_5y#H?ms z`Py*Opf+6MTK$55--|rKV% z?}QH>@acD2*DpzWDPc++5D5a*Ljl6qlDr*2M;tJc0IVm3VpE#p zq(l(gM!e8Oyq+#TwNrw#8R)o2V#*Gr?F3?=WqB0PAQLnd2-Xgfqy4KC83ECbf<(qa zc&!pNgd{RkQaeX7G8Z72AQYZ}MwUS9E1<#=D9=pFu|_JgPO83MP9O$}Y?H3DwD`EgVQoo^9b!FIlv@h8i*u=kcXeGV1bUZL^s%=1uszS zX?Z6v`6xg61_lD?3Lpn7G=wTlhhvCh%A7h(Q3|GkgPG1y>^8(k9m7uN;mAceW)>b$ zha2MIrmGamm!$ZOsUYDWl@VN4a+LiD?}1e3K&5=4ktFEh%;yfVX5?t5^098L5H+~aZ8*I z-SC*aVTQ6%#}LUrqBLW+Nr%2E+Hw=`mK0M(Rn|>a$4fQZ7bRfhb@pzK4&2-rx>=vbb~F79Gx(=&j&xzb%i8w#<~M>y(4|mn0vb-KxXe8eO%On+q0HZj)`< zrqi)4`X-cr9ryT-Ms$xxW50&*v;qL7={%|#J*L?x00Q0h&#LO^Zc$t>d>3KT;*=k zNgO+8cX8eB=7!yK&5~?WspcDd<~nWl__mD8GEAQB(;?frVLQDMMWC%D`i;Gw&_4Eq zJ(msS$~&Ov9rTtRVt)Z?Tp5bEV;sn_1?nhxixeJma>F^r5u93x7+x~0Ma{WI-FaTq zh4`;HGu)-b#HEGqGQU%SZzwUp$93M$jpF3SutyS6Zo^Es`9OC{2oP`+KOEsfiSmex z^WY7DnJu33nVys!&$wJA`aYTY6JBv8UM&?~f^SG+oVQzzcU+x!OFf1jhLmsfY3cBp z@AM@BWJqPcB@cXChJ5Fr;urvM%S*rcF@K8CKUPDU*Wf=q?LR*sKv@Ejt^_;-1}uo2 zL{gD^Q6e6})JLs43D-)NDf~x4^&fqalV~Udb|Ol3_r_CJokXyt%r@EQZnH05qZEUol!W0FZt`H8U~ut0sQW=`*<@49AGe#silk5=`dr6*Sh*jnrLd#VS8U(GNaulL)b0OFU$1w%1rdjY-iw@wNgvLS?!@&OX1nXt8z?ec6my6J12W71IgBa zVvikJ%F8h<%3&0u=x1|AcsWZ|M-4CG1P4_NuN^aNIF{IQj5j007|q4@)70{OxUcwq;sa2XAx z|AMfTik1n-sifnKco|~c@lo>eWy%SvA%yNJjx#H!(u-M^#awM1eYphZRzmeEVfm`C z4bdHYOId-X9igSd-5|PUnHQ^!l~UHhM$;X!9ogj_IpxcF6{MpOQeQ8<>YeRDQd$h=2jJA%BfNQspX#2)O!%V6>#)XC3UEhHC)NXL-?I%a39W4$Iq}P zl=!^_*6dl<{MnA>v%+WM{I6VZC^rety^d7oZig9Rc-L{fAB1zn+mc*^b0;;=T_>OW zp(oBj)nX?)iLy%hZuqK_pf<~??ANOnuqKx!e*^`NP{%s>zaq~hOfR| z_mI1Gn6+*Mre$Za-i<`4z42P}5Yv2k?V5-9&@u6A9%3)l5nuBVJ)qtEx`%w$zq95c z@>%*;>mHKperer995qk+t$B#v>8}xM9^&2;`)18UY#OFL);y%~va0dAhh$8@Frlq^ zNXT5$*~oPdNh!YQyY3+sdmUreJp_2~;_h`1$=T{A*Rbv(_65v=bq~o_Lk6sS2!~Y; zwORL&O{xmA>mK5XRNcAmAtm6B;B^lHl|S6~aLq&dkMAy@UH6c^?Dwkc9#WVA`1998 zmRvQQ*FB`(2>;hZqS7x8uY1U;orN{)9wNq*!T$9ShDUDcx`*gs*(>WFlK##{Yu!UK z+8r&|JwzQXd!%g5Ltbq_eVSkQkh6SVOiDo6*h;DZ)Ngf2khmS1E*P=-cA%m?h>-Ob zo4P5e;BEf4V{b8~)ND%4_vxL#`Tf-EUsN=`OPoLDs|CH2C0IJq z6LmU(&^se$b6hn#`I`FunOFCU)y46jOdihR|Llax5VQ9@nHzI(8a^z>nSUNnNDCZU z$R6^?EUY|=8e8=H>`wtJLox+RXH;^ra5c<{56k`$6`xL9u&ConXU^7r`6(f|>i;wK zd&l>mZ=gv^hgH-b%&e%GJ(VOt3SKU*yeSYapCO?h{Y+Eon*a4Do0@9y<`sfZI#Esw_T3=^YtWdKVj|l5V@ndeiguPfAWutzF(J0$^*?o71-?l(@2@2@%b>Ayg^Fwoo)H|5s{r(iKAc?MW z+SB+v^<(6Zdi@o08lhk$T=!zeqmwRH`vJ^kvyV4NPstq&w;TEm+^Hux?UEI3PaPm- zBEu_nug2Mrj_$Y<@*XYsZ;}Ib(j>T>E5*H-@@RC~?9)6DL@K8_?uOGtEFnB|fL!)b zC5z8-sB>srV*skj@=_1xylYTCyl9a8d4+TVonPeal)urEvZc!PVyW|WU-iuL-xu{B zR=9YF+VxEhAfA3X<8nR4VLu=haQG7urOoz*~OO62VD{fy} zyspTHiRCgaJg$HOYTdFLrBLRS116z$@>g5jhb|Md>>{ta^-2cB z9MIQ(79B5j+j9q;8AdygJG`}L8<2r>x1M9M3thBY0w-*Q}5$ zEgg9_w9c}+#r@(liRt}fbtw(43J*tp9MPWP{Jm}F5}H2uQz8zEx)ISG04W`d`bH6T zBN|(>nedpanU7Yx5lN<`@xji~8yHbHGV~T`T_?EdktOOz229K)Jv$Aq&ijkHk=xza zTLur81AN9)z87xB7<~C1aAPGc63~HV!~g}pP|lP-RGjSy6ATd2BeM{D#(Gn~MIMq*Jp%mm*FzA~>|ZJS;9kRg9uR{Xk$z`5p;L4Q4@*HiPc zk%LXBpL!KPq)*A{fPHAENp&1x6m`DK>5HFD&AfgML1-NC<$>RoxU6f>%ztUi*d3^w zZ|!)lI1vqQ7`oO9?i%rd{3F8&!?v3Ck1A;eh7H~|IUF?j!pC}lxJj)XB+~Kaj)?H^ zv5vOe?5l(u$D$9KJm^TEO(Nd@jQch=dSfwu8gn}r9$`1xnb5oVh8AK6@BG=dxCj*B zVc~2NlizL)5&EiSNdvx^8m6J%;vI6LoTj#!mto)e2IoiJGDdTdyWblZ6h-^n^xt+| zfc?5s8hy*}K8qa;<^8Fc^$&fp+(tzR+O=aIraVf5n0=#$ z)<5_mf^k$f`44YSxnL;C@i@Zz&!u_)>Ssw^zGgk1iVLQXMh^vqPJUrDf&9O|KGc=+ zJr(ehpz_y4KBGxH{_~LA1J-{%#N5zR%HgkvI7mK4XV?tN?>md@% zd*a%EJw%|R$gKR&LvY=_ipc*wgbM=9|K}kH+61QluZJ*`ApD>Id58*EMxp*c57{p* zJpZ4EC=%^u9RGTV;JqZt?LQBZr!7DV|MQSUuyFA|4^d&v03HAH5HygP{hx2VSO^N#%?qt2{ zA=7s9#HUChOTI|tAx!z{eHe~2bo#)mhmfN%j59C*2{R<}kW4K3h#0UI6;-h6AyFkb zo`M9iQxPTdkQ&9PTIp_p{B+Z*hct933H@PA9NtOfArJ5kgDCc(bkXxw51AfQCboWu9&48Hnfp88DHR-H>QfF$1e+BThrZP6{;cz5NwJsPq- z8an+N(E~7gq*U}1&FEpx#!*edMF1~*yYu+==*jJkQ`pEAEk^K~hamVHWL+TIP0&>j zA#IWYs*_I;$W0;-*(A%^0CU-{44+&GEVG+791~GA~9wL~L7j_!D@R^%Zg%8VJYCvQx3g{vOI)qn~7%;e_H zbVVNW3&h`#Ef%N6f>u35ctnolLwCi|V?`c9l;?)X&Z(I$~W)XIcK-(Aq-`SVjs&nKPx?^6=N5Mu4(l&%4#moS}#$Se?dYoZI>QrS8V34 zX0{Bk$_8CxqgP=Qds<9D*o_u-BQ?8YYk~ZD+2*FzZlt+mk8mr1NwIYmbt4aKn+N6S zt{A=NtKG=lm^~>P&epOo7Ih=j_H%P$LMcG=Plve`M+(r9A*Dp@bR0%G&dWPdu+rU; zm=+ah3duQ6)tQ$B1g5yiQ(P!impEfg_aG?F!Zps)wZ+C&;I72!cXRV{i}Q19Vc?6|ML(D#!=4=}JVKs2h<`;x5U1NJlQhSGy6WtCGMZ>NzQDQPhoW5$7++Vzgom$gAB5j|ip{ zVlkGn2BL1n7RA3SU*-~*;I`V02tD!K<#PFfzya_pvu4DuLYB$2uLot4)V1`o+ zMBT_M1kYaq^DZ^v!)iD3jgUtCn&z>bmavjWRDhR@vqjq74rL2Q!~x5~du{i{?Y{R~ZvXPLzOJr|0qOt%01E&B)c`>G zM3tYw|C&MaSyR6DQGTi^)*A&{c zDQ1v--A6ua$gep0bA09V>@$qyv(|3Jf1YnIpLb;=08sgQfPB7`rv{+P=Un+*lZODz zKBG-O*XDu#^IN@;&$D0X|K~x%$e%1fccK7**YZ1m%3p%|g1H_4^E*)fZvO9M?yez+ z|MU7k_x}GrEBDFYxBLJAU;qGkb_N0DuWD{h{-*%~KB9r@wR!TN0-*o-Ts$AHUXwSw zNAo{d03bg$tK)^Ne2*E6~N4YHPV2z=s!i7%k93LbAz~;Gi&TA}Vk7ntz=A ze3s((I=yo{DOk9IQnF?f)_e`|=E4K6AABk|W{GVp9&XlV9C)6?KixS zoU>ex*C}wZS@8zPkqgPNV+z z-EmE!-vjkU5K`T>*YUd7y2iI8IJ3=yNDEPjy{5-%ZLbH|5KHWcj=d&lJeQU~gzbxr zd7Z{M{$$JAC-36+yPtj@J?`9n2o-v%J0?}%jBsJPp)Ynav`RKyOnftxPO{g>xmi{4Rv8E}dqW#loMgX(*@0I?+smwp?#y39s zI{9nIPD=hZ`_o+UUj`F!vZ}MPY-*r3Of|%R%hrTB57G=V7U#;BthxJ=ORy+4% z`{U#b11lasYadD2t^Iz+zC(Kki~vPl)O754?v8OfcADAm;)BaFT=R5yLek==V~^FF$O9 zVbO+O9lHZ-_sq*W64m>nNEBW0mL=O3s?$;*^D0lUa^9;+q$IH~&}ffEd74vKN`FOo zpMMEI_8sqa;KhMVfe`Z~Ykfuk%nm7xK>|zDm%(>Sd)8n%Ia8a-xo-(O7U*U>6)!1# z+w+)SbZ}vZcgZHgAE(my0#=yWrfCoF@(;mV#2d9Lb0ZIZtUMO8TmuMAuKE=Gop(GN z(&QxCa@e5g!~hU2W)Eb-)7!UteiSY72!d|0}Wj z_FZ*@IbJt12Y(gIn!krue^=A_)i!?p$C1~+Lra{a)FeY;rtsU9dBe2U#G~uUZ6jd* zjrAkjFBv}=>1*E+3;X@a?(rDu?`leEYt*`DWBs1qUFCdMR(C3SXJpSr&QOp0#LSb# z{>ktGYop>FupH^sG0I*>g<<#p57QCxm7gkDJorGyvEvuN`~p)$qBD2=X#Vl*4gA#h zO3I=~BQq3-=bJRLbze=+yeW}QmpXO0{@O{oIsW^vfEq%4^Bc%VYXO;FkC)tzQ5SeE zgfg2*`l~*>{hmy)O^9C7E~J07 zY_HTd!ROM57H6`b9QJkIsxEm;TzI|rh<048d&fNr@V)e?Z*GzY;~@&*wXDkGU#>@Q z?+QsmI@;oXh9_gtE=nu_2+m|Z>791?G!8`0w>0Tki)3waf{9q0Xdpd($Io2M37i{x zcTJ?zxmMkiew&NcXg6R+Gqh8<;xZpE+xa<yb!|n|w{cOO&R+Z;njre3 z)7kofGcORpW%FaRY8!MO_lA1wVW8tpjR7BDhhE!mlij1+WTPbu3oS?#H!W|rS@t39 zRb}#buNke1wO_(lT;#@yQ$VY92K!$%r+punp@qz#*Xthf;+;OVthz(Wd-W>w2Y2{} z?n8V2P-oVq*2$ZJAOAr4-=U^|fMNm)$o4YB-QJ-t30eeYUnl8Hwy58-^@MZ6jB~`y zOi0i+EzWhjyhOla%I!bDY=xV3);_D=%0$t$F=`5x+FDueqXaDBqyB z(0udCN0rIU3H*k;Rv-I%kBp`!>de0o_sMOrD!DD~iDQa`;QFuQqZ5J-Jp{6#6e6l~ z&g%?W#)GiDWY`L;({mr|iOdsrRdTykOUgmrtbzKL0`_opijxldk( zx@<+!*$XFb^uE%MkB#lLwgOK``$F@Q;_MzS%06_Yf5jzkTz~JiJ3WucuO4K?+YPp) ziN8bC9%TLKpT0Rc2{dp#moemll%%`BWRB0%Q6BoYr_wNQNp2Zn+RoOdySnefqKY+# z5$5TCY41rTWl7%qaF7b44`F8yCfx`#5v&G5fJZh6(jAbp?aU$|XnyO| z8{)g)X=NDDJ?Cl9r60E6tr%Tpi7&jg;?wU*(U`&Ba4`SkK#R-S@rbi8AnXoM*3Q}q zgD1V2URZSc6o(}rx8JN9-NBzGi5v%J)>n`J zY3$Vi1#Oyn(lWUd_U5{K@ss3+v8 z3tvJ+-Eed{+^iCwaFoos3{ND8>6(4tu*))GAhm)=Fxv?GQd zA*pLXLJYFBA6X+q4!s8gNyv_`T0?^I9;OA!xcff_fQUi^9+`m_$5A zq@fPDg2fnO>BiVZ6HQtS#oIzV(Mr3Pp)DJOi*Dk)U2%!-xLPlLS%Mxt5MLXN9}d@{ zogj$Ab;@FOY7=#aQ;t#XQJ75K;Vc4OKw#@p$_fd?MMQcTku!xB7!x~1#NpF=^mADL z0z~2^eR{2aV!ghwO}s!tms&oigZV~1(-XXZVn&l|CtZ*Gf{ zWN2P?SYXatkmR&LcvX#7ZHVx*ugdtc$av%w4B!R5e17rB#UE&tDkuf6YnVB!# zEE#Eb1r1}H(tU~aWHS8<6(sFJKU-ve#n^mwsRa!|7W7-}x3jpyvKU=W7E{rq>numz ztt`B)I9dqy536S!tIQa5XVGhy z+@~i@$M1h9XpGtTFN` z+E#@0IXh>c5Pkt z+Odo4EYIl*{ns66Syv}nH+Bcac6B@O$gQr^ZR|OiAA>yb%6+Wg!&2tK?t!svJf07G zjE#F*PHD4?HOKyXSpmJc5HH~kE!q-qJl@-i=*=ZzMcL}*^L@C6KJ~^v(tHXv+Si}q z%eC{ZXF>({)yrM{>RtWD-TkTg0Kjek@^Jrpj{o>31obC|yDeZmHqa_DkfWo|5d?M# z0>^WLtnvxKWBTPK!B%C#-11;i6OKa+!JiJXst(~^zzB3m<5xnt^`Z66p|Zz7HYCiy zJ&gM(tiA)l6l!w2!|Qv)$NM9w4RFbWi1NXR`r(N2F_LJxuGO#g<1=h)Ae)nZdN_E=Q;JQhc4W$Yq z1A-${!y_Bm>VUPN7g3uVqBl>(Mo~==vUO1hv!WUVQ4`rX(RQd#;g*S_XzQ|QHk-h7 zkA5MFo;bbL`W#sNT65ykHtX7LsrB20H}p7*Vsu(#tlMK!A7VLc^&6hWrgp_P^v24r zl7vs<0tVtz2jd!s5K<{9U^2d8I(}j%fx1A4vn`c$25dvSsAJ^BI#DGi_=! zInODq51HMP%*od6Hunrz4>7t=vTQoD(z>!lXf4p+9X7HZX&-hpN|CIkJ9Wo*+Dz|E z`;C40jBoOU&qk05n*1rGz!oFmbl_Qbf*zV+%5ayhk+%3cG01ecEq!;o)o#%NEX_Te z;FN9anw{>36aNcN_svQ7&uI$IkvhYKUvq<^bJJsUn-a8y`IPjuye3}WR8~H1LWBA@ z|4>nWQ(6Ah0hBZbKsZt`Rkg=fw1+MKZ++vQp4vTA^@X-gP@0>5`pvzzlD+AzdqoY} zfV3h)SCMURQFP2GPlmtzeq|cNz1JpPsXdSAzsm;=29(c9jdaTvbnNyy6P}> ziogjxTzT6W7m$x%)WiZ*z(xAW+9R~4hjK;niBeshc=JI4EP zO!yol@IFo)KhBsw&ijoA@HIlzgc%UwRk%=k3JIi(LWrUavgj&R8*mPObxaoXglt5SVNJ++UqhUVXK)T6%*@>G0oQ;GO&YzgG z5f|CUjdM0)ErAry*~mK_^YNUG;E(nsC~QO)VEc2F-oQ*gwJF|1n zM%>1Gf6Up)mENNSg^lpp(hQ}Ie2ywYD{RCPe`2q~M)pwY@d_J(G>@@b6*dB00~uD> zh;E_my23_s-*c)JHj*n`tnNBzBj>0q!AS}m!4x|0RoKYkMbrVMjfi?!9ts-)Lysma zY$UNTGDl$}2h|3SD{Le;{Tx_nBUm3zD}{}iP2+6ZA@ z0##)r0Cb+M!bY?lplC;>jev!Z=AX(g+2`ZD7RrvBzv+7Aer%k(Yp0(5-7(<-pIo1{ z3^xaXxTD>xn0EF&Ko5?oth*obt=v2N%4h4%iu=#{FCF(+MTIw3?mqYdh?_JjNa>oH=Xx zy~_6`&-3o*OE9j+3BTn<-dmX~hytC{&tF#he&Kqn3saK)*IxAB+8TJ?@lgEU`_}@$ zjB_sFi!Z5p-wZzQ6m`-6OoJAyGxU5;{H%>=@e%X3weT+Ckg`-(AZBM=r?|K&RO=vcXpF#9&Wd=r zEXmoWoi%1sf;h5&B-Q&q(JdVb3@^Xj7Wg1IYMF-YwPDg9&O>4eeY5vs2JFR_N5N;U zH(&3w&o;t8W;|g;g$-1R&rRc}zuHG#pE;faxP)SLvp$EzMPt?lS||FJYC9AmRMabQdZFVsT z$IoB8m;VUg*3Y|iH^@x;mF9*RyQ11u<}v*4ZIR#lE3ZtXcIvO%o;v7$u|Bn}`;}u| zQqIzAjS~~HKK;GM5I}r$qw}Z!(6gy(3D%U!9mB8npYY$SySqFX<^3wJO*vZY z+NW)dKaegMX^FTGn)6IQhTT1^DJ->Q++=(r{isUr6zbl}V}1^Yok+3YThsd4aKO&= zbjs_>XX0~Dzu0+Jb0ey|+Dd;I%xwFYd!wa06ELYO8m*m(Xz%@H6OG!1prk(Tf0daR z|D8Ft5Vh=U|F1^g5Aru2gn8}Fb=c0K2-q!1=UTPv4h6#ormg86B=ns{r6Un8_jwK` zG;ry=QTzBuyf=(bcL{yC8--6Z9NY)8n5Q*Q#CQFC6Z~~1tyY`!*)-ELb};L1<0LEH zIrn(xkC{oy6a`@^z}y_Z;c|C+{i2V^q2Kf!J3D_;JO{GY3(31Ddw#8t`kr;OrR^q+ z@SAyV+YZl1(>q;0%{T@zv`k<9`kOZVhw@}nedxo?&AXF-*MIs0qOJMc0r)#4w-I%m z-~`MJ1vJCV+K4boja?5y8-mQ_He#a5oKi2fP)o3ywGnAPisk_Jas?;IZNy7kwoj`x z5K7JYa{GG81^UijxzNjxs4ps;$-6zj%%2S zW^F{|j1@&|qU$xyNBLpS2OuPqcVH z4&#KQ%WcFBPWz};>x)nHpS2O`7oc#Rj(4<9qTEIjz#?lMdYW!6Z`MX=8?eG>gt8(+ zZ5d(s0Fs77cpo7SSLxA3dh9#;!Xtx_*GNy}6 z?9M{8Yu_0pelVyVFp%njM4u?$)0D&+%4L87r%lZVM!gKDjv#4NOEsD!Z6BF- znMNB~fTP7hE-#rkvUI*VeLgz`#SEVRlr?|EX@U6~h@g}*;%R8^ZJ6Y5DEec-f-J;F zE;Nr`m=uF%r5czgFG}Jry3AW7drPDR8u=6$B^4Q6F2!?>!Y@}CU#>JBsai}u3=>-{ z-gj~F<=Vv~b!xO8fcdp0BP}N85)(EE$<{V`+G#SxJf@*%`6#Wb_H%GYoM^5R5k);6|4CwZG>v6&9_k5h#IvCYoW4{ zc^EcbWg}|97r19i8xgtbiaJ#`LIyD5qe>f*9s|%YDjUH7_Tnv+HbV0uvahY&|7hiv z&XuFjHAU|Y_P??l?YFm(*>gSM?gG8lOy+I2{Og zs^d6~Z9)L@QDfVj$6{S96J6MU^n{)+&jl`HIcqHQ!BP#3Wr?e0nQKb9s|br@Ut5bi zz1FgNZOVlovO^jNuB=O`Usu<>PO3#1yX}_J>Q>k8CM$-sY~1~N-BbGA>!jN3=P=wS zkGcVmu|ZF20#x|S^T3Q}JdS)04}e%cpz$NY<5eM6q7e2neIPxgt2Si3KGdp78FarNBg8Lz&ejq|Brm#BK`%kau&a7_$kO3J` z9T>X-&YnPWsB9t|!Z}FhG|)H`3joY8n9h<76H7N*(>Jmcz>?sNFIXEVoHkjn!ShcU zqbwv3fw>klcQ3(Q4PE(sgZ$bW=lZ9meisx4W$(E z9?gl0=!VMZiK?yC8(?YX)`J(fHq>sNsDp{Ff~~J@n`nu#mc+1Efq;%NFFIo;x?-(+ zaMTQn&YL)ESzPLeIMEQA=^C#y9&bGzpZXijKMJ2zOGtwxG{O_4$Kd>V(V8ac6% zs?Mr|RV+$sG)|ganoLcHG98jD?2;Q<$&;(qWMi<3bt#kXTpMpLI~_|MCz+%(Y_BF8CRHz(buAU$m_j+qZh+s{iY=QURHqyZpNZAM^qM%u-U z#u|OVLGol{W@B^aWXpEiYY4x3d&Q&ejh)*kpKI`aaJsLuCi`b?gu~S2ckbvO-Z3e+ zktrl_AF=x{-xkPEhww#5L4bAv0WYv63ergk!L?lkxs4d_N?*Eb(WTvsuIx^pzxxVh zw=^A2aLi73%5HMamX?B9-Z??RIqBg!O>8{ily*;4Zc}vbRBRq?C5{izJCv2zB*>e} z2JlPuf(rAeiVAGY3OJ`Q(#nD!QNh&dJ+|lI0<^}|r9#`5{3LQtA+pb+WV)S=x*# zoyO@=e<`aP+&EUL4%>{?1iz=yg2$4f&WmRRf zsB-$0wv+^HK7V-n;t@ve5w;$h&ppyBIWpaPlyMKnY|>>ssbX|i@w%!+Nd{ETG2(|~ zjDcgkZ&1K}HOA<1-uUt6>Ej~=4A4;+0vBc=g;&vPETqat(Beawmr5IhbblX@dN|9~qqyuvr!XSY3<}_sWGR&hn4RI{} zx^=D;X?V)hR%pnA_g@vI$P2Ay3JnQ|7trT41Zw~Yp3@LOew(5cal4fpFsC7IBJ9aI z4Y6Wch0kfo+vfBzMJdu$LrIz|MeI{i3Jsy;KF*rc5Yp4fic%!ZDUdR!As&{XyK@>+ zzo&eMLPK(<`jW(oQsjO}>5xK094iHP6dIDJ7M!Qh5GdgWPg#n*N0B-e8j?)TR+b{A ztm<}UDMGz5Pf?1T+k@A`Dl}vZCC^QvAyw2~jzU8qf?H`y4e6sC993vY=;5evg@#mZ z-ttaaisav8_$W$|_g-pTg@z!@h2;tj*~Ju^Dl`PpRA<$#C`DfQ7`#xFBAJ>3e}#tR zu!cvKrARx0rYuEr)it{n8e$5PU7Lug@!l-cTXrZq@;}} zQ)oyYpBbpskO)l!rG{h>+h7U}IRwPmC`*yvRelN$Y4q|)S29U4hjufbNGXeLPHMRrB^C6 zB$t!AP^BSeSlBnEhB&Og_f4rGciGR?RT|=qyH%{z5Zp$zo3a#H#a^<@R;eMFY-+qx zL(~$a^tVb4DaNk0RB8w<>M9L!)(6HZHAHj6J-xe%QiSJUTB?DmLe$@lBLR01im_br?M2eJ%uOwDNB+2XttiR6ah#~sD6r4 zgaufge^ptEI2B=Xl%)uQrm=X5vJ~-Jyn0+&iY(fd|3FoW1a)gnC`*w*ty{~Kr3hwY zLb|dPaTKr0)>oDy)NFR1vJ?TES!ydw5wF9G#ix~}2n0Hnq%1{lmwrH3EdCgFttvT= zpA9x|X%k)j%?=$N=do)1S0C5lu#9oQO2-N*0wx$qvA944sb7n-sIt|Xsr8x=Wdm5re zNLe2vZ)k!Br+ucrb#pIBbY9fT0;^^J4lNu`rMD3tF4`lDEvjv^xf}G!K$D%cc=!+N z9uY;`tlp9%LFp2m@3)#YOGZ;jq<%ObD0R3rleG@0}1AH&)! zN3ElQz~`vV5BrZK=f*!~reihSzE+Jk@SYIA`M~K;$LpXwJ3?TqG-wOxb@m0FdZtcW zI``6d*_S>IaakK}XM(wPulw2Zc=zaj#@V)}Lu!W$eYV=US96&p*gI4IFa5#i$5U&G z8%-cz-D59u+Zwx>COaYSnU}^VBt80w#i+!b+6L#ly`hUXBWODGi5;CU^*y6wy^9wB zKlZ!|jf#tHxsC#`JNs6YB*uleH@D??qmG&=k|`UwjAXJQTln>MQy%JVn9ClRHvnUMllYDlUzFI9Z;_WqeIJ&$ zFUj6*#V#|^hn1JglU@fuXjO00?|X1K**^9WPy8CXn^HCUn)hUSl0|s8z$?Y0s58UG zWndNGb?@UN&wi$Pe<8bV2GPg6uHFs&8Xom8O2{<-`IqyJTvD6reQ^FR)Rw{Uvkj>? z`q0k#Tff^qX-z$z zvtr;Ks#4@Afwe?cieQB=L0+m-WC4aIQB>@s10snX2%T~bDJRkosY$P@c^{wEki^q^LQ7qai#|rKANvCkYX|lImL;A_JQi{AO!F-z4kl{fJRjkS1PbrgY2#_)YhSS(! ztmdqSm}6*cCKSk{J(X*S;XHFAU4cMZiZJF$zv!7OOA*ltkmQ4^6ft1hVxB5X5gCa> z4ONvQ5aDZtsuZEN!3EQ*QiLKn0XJ8cB8fkt!e&(|0_2RVG=#$RP#;lhh_F}#Xra;& zZE6q2SEV6iAoc^5h9HDJAZ?X~P=V}8m4=|$P@=XkWC!+&N<$WFiYrwb0vBA>xT4e$_CGM@NtK3ZP#>e8sWb$k zAWc$Q(4OmZj3aF2sEk$U@U;;>Bc~)S(ycEesGkf&P3xmds zW=j#yIZg3!aF-}}TwaQtLjjt!%P)mm)y|e8B3lI0Gz{MwW+g909)hF@z42$^+^*SD zMD{O8+#caS5W$s~B0~tl0g{2wY(Gw(~+D21#H}$8aZ2vNEaB$ zCZhs)QK|A$giqmQBO3CyG!)F1BGmg>*~#dGRnZOdQsk5#bx6PA{MLz!v!w{D#)PaU5vMPwTK($fin z@PssZDT3BucF5&Cv5`1iicqz*rG`lrOOqPqrHCbn#fAm0NS?HtEk)QVP*zz=w|B~< zyc7u{0!+xd>r-twv!#fr1IZ~&)8(ew$V-v!1Q9^Ddv|(T&TJ_n+m07I@&YS)Y4TD; z2$mO~X=gJUt7l6Q+GdO-IkTcAvr%4(+|i}B;kzGfpL{f1ig3cnB1l%ZENk+^4x7(t zCSR@l$4;B!ooVAcg)6bZUwi_DZwu$ABPc>^u&uTr9WQ7i3Z$zHnC-iQ{-YsHW(a=1 zR*=o^CdTe5yKL%vEbVsoA@}Si@9Zf*64ej=<$&>QNp4SK?i4rAHXQ*1 F{V#dfY($<|pX=TlKz zLi$p4q>`<(N;#jR?rT4X`*;8E`?kki?|od?^?2AGk3C$^z1Z8Y2gCpXkOlyV2mk>m zGI)pl*9-+`32^N*co$h-hl8`|@+>?C3xNS5;8qNLfL~r09wYl-v)uAN3*frqe;sSS zJVU{CH*gjQw>a=T?%*suhdMY*9g_Ud`7OZtV5TG>3a)#Bb7hVQKnCY*aIVUc1cc}4 z0O#r)=zo5zm*6b?!u&sPs#pM63*Noa0PqgnQ$z*;)Kr#^_@Cb);B)hT-vh0RRF3V8R&+fKS!Z8u-#cfX^6+SalBgQ$X}TkB_ZIidE$ZkCFJ# z761-M#+@QvjG=>w6kNJQss@q$nk-L&vW zZ9Z5T&3SEBKE8FAwC;88PPIb&Pj0332kHaG-MeK>3SZRJ!XB@4Fa7v)KQf4;u5XH$ z&9$>q3dCIt*;wXu)l~eJc$rs)_jRuTB$gD@8d&B1!%F9S!oQ)levz^b-xR0zHTnPa zR^WW)L+`wclDqR_5>~yAukE9#hL&`8I5uY7;$=iUPCA13)x7MiRn)z{oYDO*(WLxI zm~}?m;{vBk&%>weiVqI?SH6l!P%vn!_}lO{a>l>x!vdW%G@7JnA&0k$(}^(&I2XF< zY_OZzZF7ra?}}H+(45v=U!qzEN6~IhmCD6kUnWxgZ7vnp4vx&G{&83{^J-*fA>HB8 z?oAU5f4JxcSa5O2SqTwtuOk+IdRMaq!V0rrRqTGIy12{z(QX}7o6E43|7j-72J;|a z(J?&teS|x{-8I5jF82~vgJ_$7Hd4M5#{Q<>$^4P5-1$`O{2nD~mAo}w(q@H8Qo*=0 z>$;vE{}ZfP8O-~aI8 zdQ{VA^J5q*BT2w6Jy0>^YF+HT@b5_Lz%ICSq%(5@OU$e20*P>bM zucwucBCxxq3N8)%?JK=fqE_NxvFG%;o7cWW!f;#nru=NK{Qd?>Cgj{v>!}%0uz0R? zT-EDM+InT~+ZP$1} zrN+Nya86NA?Aamn$CIM2y3n|^P4>?w2e*p3m!*XUzMLi<*cE@AhuHgOdhiKzFcUhP zH)7*|Q<5UTYoJ(Kl&z0ZM%slj^cI5YtU(LUcA7Z{3+h4BS zGrov$UC>!P5H&EfICQvUC-&Zzk@>&M_a<#~J~Yn%9h!u&Fp`@^F>nZb3nIfsO%x!f z%hUH`4`Q|>X)aHR*=B@8F1w{@O=ddnhf_1Pk72ER?2&E#R?3)bvQ|xj5)9TX3=k)_ z`GlhcbtVAqtU=quG;}b`@-Xejp2O-#u-6bm*xudWB9fsp|F5|j)AJ(pPs%SU5 z;_>+$ocVmy@FMLhUW()4nl6*|X={b2+GUU1XE%v7;jbBNukiG%@Z?@)AUyZn^1R*Z zy%#W*KA&Fw(yz<+yFs{&pg+m$(V+j{tf*VoTrH`8z6XA%fB((jZg0$>EPyIGKg-23P zC};S+c>TtA??`;Lc$+4}-yt$Gvc0j(DM^hpMvC_kHZd5iDTy=v`tP zAqvHKtF6frB|q@Vkq$OgL%&s!*Fn&VZ84#YwtEv=h`mVIICGB_& zU?TyYpnMF-%^x?kmpiDr=VNzSK}@#uBWsT}l0U8&jW_uION^_4iUxK2=IDxJ z-;rZ2!h4972D|&9hJa!8W8Y5GP_rM995Vfh$uINJw{zuffVAXm39B%36eo_lTY=kY z^L3DTVKO0KloAJoJ84~t>nMIk1%i(BY`!u%&3P_=bO#LMTv2a(<%QoBFKDz1JRW={ z<)8TOby<&wo@#pK_hrZ4)-)<4I;MX!nh_D0TipQ^4{Y8P5;0g>`=H4N`Nm;Sr1{PI z1nzca>fgwb!RE&4X#qkIknq!~r#aE~%b<1L=HpIp?#v{Ny;JB;kz~+X8#`u({J*4& z15Hq)zYxA6IwRTzL*O=w2?Ew-N8eS1XCxWCH*?Nq?$BuGU2Q>`?LEf4Yu=d*go~fA z%pc!j-!*5Xfe*f+JpMTF-{hQ4pQ#JGbN21+nQJupqWEJo?8K)hw-J_K0}N6)zg9Jb0ug!J=m%mHJ2A`au2k zyMZ^q6PXHvDnjD+k-^l?#9ve{3AXR|(C?XyQ6QuKO3i(Ssxj&&VyHcW2eK>oOr zb62v<-SyC+l8GImkCX42$#ThOCoPWmr3BdzKj7me&Ru_*axd_E8Y@5!xHIrOD12nG zu^G;lj7)u!_A4E6Z`L|YEAQ`-u|Gy#bIO`ghv{<@cXOW12ibi?aP_f&?hX7_jv7hp zJ%-Bo#a{@@8Be$DMq8_QFIrYkr4J4K?x6E9L;ubnupC)Dz|9uPP+0ssH2e40B0xSW zLQVxvpnxhYFp5KPPC|PXAfqIxHU&!8B(Vpfy*kiQ0}*Xw6xWZWZ3)w+!J=(ooTt(m z&2Wq-T-z5O9iWh*t6a5HG&)4IDqK`BuK-zxa7ji)ry;6X(sTlTG)Jr|S8Oy7N!cNr z@d0_F3|YlNj$TwE8>2AS#Yb;SXjeZlB(jP*cxce6k2-@9lZd}I492(!7$;NY9!{Pq`V*v>q^8jN!V(#5~EDo zRYRJoC0(se7|B$d$c&le$hsKH94_ApSM7=$^H9#PKw|yzV}Y_d3|aaKk&JNJ zKBnwgyqr#wEbEkF{sDqc27#GH;53&?QeyBFjt_)wutr*SjjqO;7)=oxSM;Rb+8BeiH70BMVF-q~ zikrPkjFU=@iwyS<$<14}##ePbP>u2&1sPI18L3voR2z>Y349PwQ`e2Bsq1E_)AuXU zE7hOotB)6H=$42JCPm!J*XwfD$6Q*^)+h3EHb~cR&~4rj(?Xz6Lu%SIW7;)qx-|Ln z^5h^bw*jq~L9H4-TwpFMaj8tAd<($qzL85?~)d;M5PH20CnGk1enPlH-t z1HPGrAlJ}6+%PuMur`{&k|xC_8r3EnO{5u9UW!xlj0^INYx9jK3JKi%;_hcmCdy3p zIHvTAk}MO`XVszK3K$l zvZx)l5U5L2bS&NHEMpff>i`*GoLGmT)*-2rC>rH77PvzzB+=?9v`G~S4gp`d!D>>= zT3^SS;e(-Gv3^dop0wGbzg3*hme6;$(Ra0p^R!{tNYfi_aUr();kI!R5_CzC!dSbw zc)Pk}JH9ajvTmzK?$)@xt#v1)={FFQ#rAcj_LF7X$mwWa-nPP<+v=*fP1X^(-^Ahm1w*CYgY9G~|&PQGx`?^n1g;lyv-j{CG-|0|1g5?lAnS%1tqZpxV>Ps~8O z;NdO?NSAm?j9@*qUdA;Z?^;iE<*%1xIk5DJ&H7NCsKZ^j&l;bb>#b5HPukaI0D>4lHJ)8aGTm9>~GBgh*gU*2Zu7IhYK+1a& znnPgGU|_u$3Xc|s86hpGzP_k%-A(oMVXRv$G zY>{AD)nG%7-~>&8{2umFZ)bwR&IXg6d`BffXP1}#t^}uD4K5;(ZZR+KkOtq7>A>CO zOa<=X?o*Mw8<@MN<4`;?_{-GL>9jDzj4*lt91;}vGCyp(DBQ3FFSsmgSiZ-QvnS!w z9!{_%OJT2U{a(Z7y$LN4_8#SiwuprGh=#5R!MqH;EYfQrGGQ>Xfsf=q7JvC=U&HXe z>5(Y%4Q2Aqs8fqkjgY7rm?-5D)JP(F2E{bOGU;m+*c9d~3Ufv^#z-9sp^A8KiZ#-S zO*DvQ>%%GVI60d*Bm1~SM+{9LR_q?1=o#PW8_(Y=!>&y54o^soOlXW2=hsOkCMGr} zC(fiLkw25T@kzybNsakQGldA+Q+VQ;y#;R@;-Nt%(fmi<{f2R6y=8=?e9A}`y$V{ zUz8rE&_8s{Sa2-q(=kp97INh{Vd}W?-0`FZdHP2fQRGB2{6sVI1fPlrzU2E7^TBuA zW=cK-hbOK(*{pGLPOE^-mzpywXf`RBGcP3n#FIk`OPvavT?^+tL}{<(P5g`I0#BJR zPBG4785>RwFi*|J7n>wWbNXSv2TDvbN|Limz^fCUL@BYT)TFdD`7DMlNi4l^I{DJ+ z=8DsT5+eE48Q+nA)V?1k;Exj#i?d65=4@%`PK5@6YuPZlB>~yTuc zlE4Rj4bLL$K_sybA^u9eHx!+usP`sqsN*AZF5ukGR`rKpCR0cj#hxc})=X~>JohE4 z#RhL`W??A@B1xRI;=9VwN)Sm*SP#p~Uk%UvPIp!5`?8EAN(v0cWhBWA=~rDw64r@# z@heF3QVhsnMiQuKrsFb_j9o?&=0SSPGLjs8Kij^HBqCU8<}#AlKX5?CEhC9)vCZN#k`(iGG?tMh zlO2}+d>KjR{jo*MNMb7`GPR5($9a9B%SZw*)zlqWLXyLejPqVDBZ-lumD4hkBxeuh z&MYHI&cOaX%SfVeH8@jo8A&jBo5W=#DdNp(EF%ew)3R-H2}$hN$DeLpMv^^6oX%w= z$$|CLmXRa_*tlbM2}#0Jk`V8fkwh8Q_GAS~)O6M^BMIzqiRlWGe3Oy;yNo13|A;Mcty@DiDQoyYhB!TZd>${31-SN4r zNMfHQ@LfR?aW2e6Wf@6aA7ZjpR**yk0Bl!~@Wh9|x z60=s3WWA`sUTT-rv1!^vqGUoIEiu2w)~?HU zoti|In&^1C>m#DGMu>|c_WnMfe|TE%Ie~YCNb*+U zsA*P4S92qXB>q`g_-A@fk?6g$?NRhMcBUq zL=sY46041L-#>Q@M3UJ?qIBEyw6Vt^k|2~nTK`}keCHrUl23{^WRI}F{M!s7NkHdm zg!V;>$vqHBewD@ciQ#}sst`%yERMphs8z$}AdW!oBK-)@8XFjDK^z#}fw(Wl z`?#USGIvaAQ+rZh0I@UZ#P|-oN6D6&rfr9%CM=?Ql7~#baHEfi+&%I%#nNdwjY^Ue zk$W*eyBNYo`3{f1-g_6y^m=djJ*vR)PmpI`QE@NHQ!X_zI<5Lc4%SvWTt*GjyWOQ_77^2eD4KjT+nK2uj&Q>T}MatC~uj7hm zdg9q13EV+hY>2E*xGXaQ#WR#=#>z3{<*JkA1efuwHw4#Q0yB?LeFDWcL}81G)uqI- zGI?^Z6uC$~|E7F(wfq=(jU7kGzoRhLs;I+LWE_^^+9~$+DUQ7$>GZ?sY{=MX85%AViXyiuHoKFvhbDZXlAhZm8js$Zq(W zP9c(v_h?c4lm(qyCqX0;XpMhVWPDZD{Vqfj-LXxKaV#f)(=!lB;M#g(M92t%P?l#g)>ZypMgkHWTIChlc9pEEf*q5>?KpqHgV4H z%`za8G;fY=QD&E*_1c6;Qrl(5A6H-nnY)8XGH6~4BF_R`?~4#gCPpmDZUj!AWdVpJ z5X(szfj0@kNeGcdA4{WSBv^s8=OB`(TIs99d6$WGn}kRbXJE}aEkXOV1qULD{gycJ zLgtAL&eKNU*CsB|hHOTf+-VyZVp|t(D|n|sX}9x8wu?)%t79orpW@ zKTIS)vo9>OujANHUR2^jW z88_vuKj$2`pg?;p^+LoY9_~_)bm9NN@Dg1;iLUV^*Lt!XT~o$jom;(z+mx0&MHkK> zx)+(d*VEjmwqP@AB&Hm|PZK>2Ts`S`MF6bl3x?-Zh?hYa1n`hIi1IdIddJ6mbIxM` zb02(`k3p_a{816!F?@Z2Z+ww&eW|a&4+Z4#~0H?Fl zkpd%zES_OVWF#ocFm{U?t_@C54Q|i~<_F7?Q9Hd%b|#qbY@h;Md4*}aT@CiTrkz44 zcTqrX$f>}P21dyAE(wYv)NAkV>Bvw+X6PVEL{h z37q99ZnTOd;0FLRt4N~E5J!5iAPK(^$EU3#2@K*xBCH?@r58aTSw#{lE)4y@kz^iC zWv(I#0tl1sUqzA#QQqcNB#~iXL>R9kNeq^OTtyO01_3g=f+S=m3^ijFNyH$#FeR%< zA_n6(t|Ey914r~(MUp~gpm`NZBr+x;&8tWvk0J|Jkc2D+u|WB*BFS?p#+`yv^MYnt z!Q2)Fwy4aUL*blLk%?;&!$OI6uV{c#G#7HpBuqgdN*ahNHenVg#}{+niVMn0h*>2j zxh2U*iM(`Zb3tixQE78&>F2Fdfct6RiqpwAPd8UdGxArFga}DNB(ER|IYEY=x`HI1 z)Yx~GOIMJDehymtyL@huZ3Yu#8iLdFAt_l=CU7=Q+m|d07|a z4KA3PTu3n^P)ii#tuLn7T)b_6QBZ{u1YYvPVJDn9Z99^nd+sE#7Mh;xg*g&PJX-8 zk(fz79f{*JnZMsbA~~SkIFCL1mx^A11KjNBSrzUm*pcvD!cJ-^xnzPJ$%(U? z$pn=+J+LGBVS>)@XpY2g$yaoeZiiPV&~2DtN7CMx%c3dkTm(B3Y)jn!f{PDQ!Hz^S zgHj+u_g-r+ZC0exmEi*gFUP@-_{}b^jKNBa091; zfI-8@FwBX_?Xh4-^7vU-T_8~V5$s507GcoiyILi{j>HLTbMixTqn#TrO?B(j?EZ5~ zPba~SJj>AYg$n8;9@!-I_470PXapcY}Lc>OU`M= z68Y15c^`a!njAmWv9&FKSE-WI$xkB4-D#ha_xToo8pxe?JlcFY^7I$t-8kJss8nkC zm)BAmoWo@1_Y2|j7DX3_bFQ8vhtD75RDAQh%GwW?@2J1={q(yQ97;sCt@?-m#;)3< zHeW01BhTy@Z1@S~kR^Vm-WtC1^UcGJE|}k+7w?WL{DoQPhuo8B8-44HZ9ny?qM|cK z@qp^X@obKx;rPN6ot}w+udj8o%n>%dlV!?|xRYy~-Cs-vM)|(VRU7skNGL0hd_4nq zU9({(?N{>9%sa7LaXIJK<-MO%vMf}BudO`uW$xW^&hRm|j`jCcrF->1erF+}`+xsM z^Trl}G{*Ph4%oezTr3ZI>sr=%@59`mpvvLj=RUBF77vsUE&Qbe3dl7ZAzU9Mgs+dp z(yvme4@n~QO!PsT*mlvR4RC%P@en3L?^rbx!GS4fx@1dBuzcVYGmR|FExc8)It-?$ zo$b;gZ*3ew=F-b^w11MU`;*ZRW^<6$;%l}T=V61XPFPxk>Vy7LnfGz75^PCvo2@tT z!4JHTP+imy&fbxGKgl?XJt~)_gCbto5}N0F*-(uBz-;Y)<}vJJ6FXPF8dW9fxa(&N zyQT#Qte{2&}x2 z7O_*j!a?JcenpY=4NsBk#SND-D^Iy~_@M=}lAl_di=}@CI`r;_bSQF5+(m;OO^#}} zk%vn4HikG3l3t-SVZ32L3hO z{ATl)xUq9G-KfLdFXmSs%#^!-PDdE;wG^~MU|hG1UOy!5s{s;vP*ct25y?6%3w@rZ z9V8{b!RBi{@d7R)8bvj?tAHzC^vFI55xiHeFxR+*yH(`Yr>SjwN&B)#$7y%d2m|PB z)fN4pW$v$&o!ePh8NB#;57Ru?J=7Ah3*Rn1e_iVSE#6hxnoRTDcGGiDyZ3b~F(~w( zJKo=>7&q`oabggJ?{%Bdo1T{&#I&PH-_w}4@Q<6lU4H5TQ%RMcpYM9#UO;5BTB{7D zcs~9}M*G)mi0SnmK6gkvBUqLa?_YKe_-lmxs4taezuhqKuX$)Byu6MUun(Q;5I$m1 zQ7?NVHJg*S_hwdQgIC9EN%}=Kt=8s7*`I^{ecC!aIJe1L^nJkQqhhebx0;PMehPR~ z8rvRiEt9zITj1uK@%y-E#Q85r2H!L%{+tqsUhvR(=g^ZJW%H$#=I90dev|que(bJX zHzGIxQd(vE%subVe^6wy!mmFNE&&apyS!84HHh(i)``+v6j7Na9`}u%k&FP1to!Uj zsiwVBj2818CJ>Lga0UB5z&>}(P=mC#dslFG;1Oo_rVeYejCl9nys-w8PQni_Bu({r zji}{AU&IiAArlcJo2?$A7XYxJ^MuJza~*yA#a_zV>9nu(i7h=AdxIcwk6%{HAU0HKq6@m^HG}L zU>nv75(#TY;{A2|;Xn-`k>ITqRll;8K@ekc6O0F|) z_yZEjappeP=b9NmzY2+DU+Y`6jTr6SW{^k%hgGpsQQPkbiR1_A=pGoydf*O7B!O2N#4)cCzYl;!@}xP@#RAuEl=Lg`%iYAg3mVzf zt)mubUQ!TJaGy%Wo!iinbdU65KMQOo?sd%tX?$8}EQJd+9g?4ze@R1>Pg?nGMBj55 zUNowhQo50LjDF>NYfk0#j?UL`?GmHbd(AUSzXntLS_oF1+}R++`~8+jWf273Im=C- z_79a#@J`%9mpgn*v%EQ#&fQN~`*&nJQkF{7oE_ zIZrnI>kM`zoil%F&*OmO^TLiq8v@WV%8V~SFW8abA=(5bx~xdAvalnGR)w<7WT?p^ z7_cKT5s5ZKu+$|m*20dY${zOXpd7mm?gDlsf$%Cih84d`BnVo+=;$hu?1M8@SBXTL zS^}$DC6aAu-l0_@AyCZFCsv7MR*s&$N+bx@4QSO0k?_|eXsxS6qQLzJrn5pMWGg(` zV3kNjsNG7{t3>imfpch;NC*^h%-9N%aHL*V(_b=oA^1JA`H`~KU`G-s$<4;Orpk?_ z2|E(T7BTV^p)a2>26iMRXqqemTQ0A|5q2aT7Lxm~0=8a32kb~%BsnEg)oqH*c40^I z!w|#KAh`~Zm|#c32l%y0uER>q5vA%;2{KDzY(}|yPI+vROt~w^i6Wmwk!!Hzahxpw z9Z_0=GEQ2fOIgD>L7<}7Jk?nRPJk(o|w>RM^4FTpLwsPgPxC)tCSn zRSH(KQ!OS$ttMQJzfFl9zs@arT};}#8Ww^^CFEy@8RA1M)UJ|EPSyzh)CX=6ZeRjH_@6!~B`ReBzUZ-d9=3Yhvs#OT976*eOfSDH1n` zii1=2LEw^v3%1Ma%h2NRv^pY9a9)u;W#yq^6{lrYr;Vn zk#^6iaL}nv;57MBL9hj-|9$)9h_EA}KZVl^oL@kkr@)Rx3`uSvc%oemu)>an1OB6d zsvBO_%>e93G@-P9XuO_#yn(PI;j0nA)Y{YDBOdHXTo8J248ODVpY(g=1Wbub866x>OjX%%)P3^36s z+yAO>{|wlX^jq>VnBt*yBZ06Z;Y BioMassters: + root = os.path.join("tests", "data", "biomassters") + split, sensors, as_time_series = request.param + return BioMassters( + root, split=split, sensors=sensors, as_time_series=as_time_series + ) + + def test_len_of_ds(self, dataset: BioMassters) -> None: + assert len(dataset) > 0 + + def test_invalid_split(self, dataset: BioMassters) -> None: + with pytest.raises(AssertionError): + BioMassters(dataset.root, split="foo") + + def test_invalid_bands(self, dataset: BioMassters) -> None: + with pytest.raises(AssertionError): + BioMassters(dataset.root, sensors=["S3"]) + + def test_not_downloaded(self, tmp_path: Path) -> None: + match = "Dataset not found" + with pytest.raises(RuntimeError, match=match): + BioMassters(str(tmp_path)) + + def test_plot(self, dataset: BioMassters) -> None: + dataset.plot(dataset[0], suptitle="Test") + plt.close() + + sample = dataset[0] + if dataset.split == "train": + sample["prediction"] = sample["label"] + dataset.plot(sample) + plt.close() diff --git a/torchgeo/datasets/__init__.py b/torchgeo/datasets/__init__.py index 9d352fb1a69..8fd3f2ee206 100644 --- a/torchgeo/datasets/__init__.py +++ b/torchgeo/datasets/__init__.py @@ -8,6 +8,7 @@ from .astergdem import AsterGDEM from .benin_cashews import BeninSmallHolderCashews from .bigearthnet import BigEarthNet +from .biomassters import BioMassters from .cbf import CanadianBuildingFootprints from .cdl import CDL from .chesapeake import ( @@ -175,6 +176,7 @@ "ADVANCE", "BeninSmallHolderCashews", "BigEarthNet", + "BioMassters", "CloudCoverDetection", "COWC", "COWCCounting", diff --git a/torchgeo/datasets/biomassters.py b/torchgeo/datasets/biomassters.py new file mode 100644 index 00000000000..1288710bd23 --- /dev/null +++ b/torchgeo/datasets/biomassters.py @@ -0,0 +1,287 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""BioMassters Dataset.""" + +import os +from collections.abc import Sequence +from typing import Optional + +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import rasterio +import torch +from matplotlib.figure import Figure +from torch import Tensor + +from .geo import NonGeoDataset +from .utils import percentile_normalization + + +class BioMassters(NonGeoDataset): + """BioMassters Dataset for Aboveground Biomass prediction. + + Dataset intended for Aboveground Biomass (AGB) prediction + over Finnish forests based on Sentinel 1 and 2 data with + corresponding target AGB mask values generated by Light Detection + and Ranging (LiDAR). + + Dataset Format: + + * .tif files for Sentinel 1 and 2 data + * .tif file for pixel wise AGB target mask + * .csv files for metadata regarding features and targets + + Dataset Features: + + * 13,000 target AGB masks of size (256x256px) + * 12 months of data per target mask + * Sentinel 1 and Sentinel 2 data for each location + * Sentinel 1 available for every month + * Sentinel 2 available for almost every month + (not available for every month due to ESA aquisition halt over the region + during particular periods) + + If you use this dataset in your research, please cite the following paper: + + * https://nascetti-a.github.io/BioMasster/ + + .. versionadded:: 0.5 + """ + + valid_splits = ["train", "test"] + valid_sensors = ("S1", "S2") + + metadata_filename = "The_BioMassters_-_features_metadata.csv.csv" + + def __init__( + self, + root: str = "data", + split: str = "train", + sensors: Sequence[str] = ["S1", "S2"], + as_time_series: bool = False, + ) -> None: + """Initialize a new instance of BioMassters dataset. + + If ``as_time_series=False`` (the default), each time step becomes its own + sample with the target being shared across multiple samples. + + Args: + root: root directory where dataset can be found + split: train or test split + sensors: which sensors to consider for the sample, Sentinel 1 and/or + Sentinel 2 ('S1', 'S2') + as_time_series: whether or not to return all available + time-steps or just a single one for a given target location + + RuntimeError: + AssertionError: if ``split`` or ``sensors`` is invalid + """ + self.root = root + + assert ( + split in self.valid_splits + ), f"Please choose one of the valid splits: {self.valid_splits}." + self.split = split + + assert set(sensors).issubset( + set(self.valid_sensors) + ), f"Please choose a subset of valid sensors: {self.valid_sensors}." + self.sensors = sensors + self.as_time_series = as_time_series + + self._verify() + + # open metadata csv files + self.df = pd.read_csv(os.path.join(self.root, self.metadata_filename)) + + # filter sensors + self.df = self.df[self.df["satellite"].isin(self.sensors)] + + # filter split + self.df = self.df[self.df["split"] == self.split] + + # generate numerical month from filename since first month is September + # and has numerical index of 0 + self.df["num_month"] = ( + self.df["filename"] + .str.split("_", expand=True)[2] + .str.split(".", expand=True)[0] + .astype(int) + ) + + # set dataframe index depending on the task for easier indexing + if self.as_time_series: + self.df["num_index"] = self.df.groupby(["chip_id"]).ngroup() + else: + filter_df = ( + self.df.groupby(["chip_id", "month"])["satellite"].count().reset_index() + ) + filter_df = filter_df[filter_df["satellite"] == len(self.sensors)].drop( + "satellite", axis=1 + ) + # guarantee that each sample has corresponding number of images available + self.df = self.df.merge(filter_df, on=["chip_id", "month"], how="inner") + + self.df["num_index"] = self.df.groupby(["chip_id", "month"]).ngroup() + + def __getitem__(self, index: int) -> dict[str, Tensor]: + """Return an index within the dataset. + + Args: + index: index to return + + Returns: + data and labels at that index + + Raises: + IndexError: if index is out of range of the dataset + """ + sample_df = self.df[self.df["num_index"] == index].copy() + + # sort by satellite and month to return correct order + sample_df.sort_values( + by=["satellite", "num_month"], inplace=True, ascending=True + ) + + filepaths = sample_df["filename"].tolist() + sample: dict[str, Tensor] = {} + for sens in self.sensors: + sens_filepaths = [fp for fp in filepaths if sens in fp] + sample[f"image_{sens}"] = self._load_input(sens_filepaths) + + if self.split == "train": + sample["label"] = self._load_target( + sample_df["corresponding_agbm"].unique()[0] + ) + + return sample + + def __len__(self) -> int: + """Return the length of the dataset. + + Returns: + length of the dataset + """ + return len(self.df["num_index"].unique()) + + def _load_input(self, filenames: list[str]) -> Tensor: + """Load the input imagery at the index. + + Args: + filenames: list of filenames corresponding to input + + Returns: + input image + """ + filepaths = [ + os.path.join(self.root, f"{self.split}_features", f) for f in filenames + ] + arr_list = [rasterio.open(fp).read() for fp in filepaths] + if self.as_time_series: + arr = np.stack(arr_list, axis=0) + else: + arr = np.concatenate(arr_list, axis=0) + return torch.tensor(arr.astype(np.int32)) + + def _load_target(self, filename: str) -> Tensor: + """Load the target mask at the index. + + Args: + filename: filename of target to index + + Returns: + target mask + """ + with rasterio.open(os.path.join(self.root, "train_agbm", filename), "r") as src: + arr: "np.typing.NDArray[np.float_]" = src.read() + + target = torch.from_numpy(arr).float() + return target + + def _verify(self) -> None: + """Verify the integrity of the dataset.""" + # Check if the extracted files already exist + exists = [] + + filenames = [f"{self.split}_features", self.metadata_filename] + for filename in filenames: + pathname = os.path.join(self.root, filename) + exists.append(os.path.exists(pathname)) + if all(exists): + return + + raise RuntimeError(f"Dataset not found in `root={self.root}`.") + + def plot( + self, + sample: dict[str, Tensor], + show_titles: bool = True, + suptitle: Optional[str] = None, + ) -> Figure: + """Plot a sample from the dataset. + + Args: + sample: a sample return by :meth:`__getitem__` + show_titles: flag indicating whether to show titles above each panel + suptitle: optional suptitle to use for figure + + Returns: + a matplotlib Figure with the rendered sample + """ + ncols = len(self.sensors) + 1 + + showing_predictions = "prediction" in sample + if showing_predictions: + ncols += 1 + + fig, axs = plt.subplots(1, ncols=ncols, figsize=(5 * ncols, 10)) + for idx, sens in enumerate(self.sensors): + img = sample[f"image_{sens}"].numpy() + if self.as_time_series: + # plot last time step + img = img[-1, ...] + if sens == "S2": + img = img[[2, 1, 0], ...] + img = percentile_normalization(img.transpose(1, 2, 0)) + else: + co_polarization = img[0] # transmit == receive + cross_polarization = img[1] # transmit != receive + ratio = co_polarization / cross_polarization + + # https://gis.stackexchange.com/a/400780/123758 + co_polarization = np.clip(co_polarization / 0.3, a_min=0, a_max=1) + cross_polarization = np.clip( + cross_polarization / 0.05, a_min=0, a_max=1 + ) + ratio = np.clip(ratio / 25, a_min=0, a_max=1) + + img = np.stack((co_polarization, cross_polarization, ratio), axis=-1) + + axs[idx].imshow(img) + axs[idx].axis("off") + if show_titles: + axs[idx].set_title(sens) + + if showing_predictions: + pred = axs[ncols - 2].imshow( + sample["prediction"].permute(1, 2, 0), cmap="YlGn" + ) + plt.colorbar(pred, ax=axs[ncols - 2], fraction=0.046, pad=0.04) + axs[ncols - 2].axis("off") + if show_titles: + axs[ncols - 2].set_title("Prediction") + + # plot target / only available in train set + if "label" in sample: + target = axs[-1].imshow(sample["label"].permute(1, 2, 0), cmap="YlGn") + plt.colorbar(target, ax=axs[-1], fraction=0.046, pad=0.04) + axs[-1].axis("Off") + if show_titles: + axs[-1].set_title("Target") + + if suptitle is not None: + plt.suptitle(suptitle) + + return fig From 6ae0d784487f21e130f095f7b4af0b4c0a83bdab Mon Sep 17 00:00:00 2001 From: Tarandeep Singh Date: Fri, 29 Sep 2023 21:32:19 +0530 Subject: [PATCH 042/113] Added functionality for validation split (#1540) * added functionality for validation split * Changed "valid" to "val" * updated docstring & removed redundant lists * Fixed format with Linters * Add more testing files * Simplify regex * Update datamodule to use new val split --------- Co-authored-by: Adam J. Stewart --- tests/conf/inria.yaml | 2 -- tests/conf/inria_deeplab.yaml | 2 -- tests/conf/inria_fcn.yaml | 2 -- tests/conf/inria_unet.yaml | 2 -- .../test/images/austin10.tif | Bin 562 -> 562 bytes .../test/images/austin11.tif | Bin 562 -> 562 bytes .../test/images/austin12.tif | Bin 562 -> 562 bytes .../test/images/austin13.tif | Bin 562 -> 562 bytes .../test/images/austin14.tif | Bin 562 -> 562 bytes .../test/images/austin15.tif | Bin 0 -> 562 bytes .../test/images/austin16.tif | Bin 0 -> 562 bytes .../AerialImageDataset/train/gt/austin1.tif | Bin 562 -> 562 bytes .../AerialImageDataset/train/gt/austin2.tif | Bin 562 -> 562 bytes .../AerialImageDataset/train/gt/austin3.tif | Bin 562 -> 562 bytes .../AerialImageDataset/train/gt/austin4.tif | Bin 562 -> 562 bytes .../AerialImageDataset/train/gt/austin5.tif | Bin 562 -> 562 bytes .../AerialImageDataset/train/gt/austin6.tif | Bin 0 -> 562 bytes .../AerialImageDataset/train/gt/austin7.tif | Bin 0 -> 562 bytes .../train/images/austin1.tif | Bin 562 -> 562 bytes .../train/images/austin2.tif | Bin 562 -> 562 bytes .../train/images/austin3.tif | Bin 562 -> 562 bytes .../train/images/austin4.tif | Bin 562 -> 562 bytes .../train/images/austin5.tif | Bin 562 -> 562 bytes .../train/images/austin6.tif | Bin 0 -> 562 bytes .../train/images/austin7.tif | Bin 0 -> 562 bytes tests/data/inria/NEW2-AerialImageDataset.zip | Bin 8267 -> 11387 bytes tests/data/inria/data.py | 3 +-- tests/datasets/test_inria.py | 11 +++++--- torchgeo/datamodules/inria.py | 16 +++--------- torchgeo/datasets/inria.py | 24 ++++++++++++++---- 30 files changed, 32 insertions(+), 30 deletions(-) create mode 100644 tests/data/inria/AerialImageDataset/test/images/austin15.tif create mode 100644 tests/data/inria/AerialImageDataset/test/images/austin16.tif create mode 100644 tests/data/inria/AerialImageDataset/train/gt/austin6.tif create mode 100644 tests/data/inria/AerialImageDataset/train/gt/austin7.tif create mode 100644 tests/data/inria/AerialImageDataset/train/images/austin6.tif create mode 100644 tests/data/inria/AerialImageDataset/train/images/austin7.tif diff --git a/tests/conf/inria.yaml b/tests/conf/inria.yaml index d0525ae3190..4fbd3ded072 100644 --- a/tests/conf/inria.yaml +++ b/tests/conf/inria.yaml @@ -12,7 +12,5 @@ data: init_args: batch_size: 1 patch_size: 2 - val_split_pct: 0.2 - test_split_pct: 0.2 dict_kwargs: root: "tests/data/inria" diff --git a/tests/conf/inria_deeplab.yaml b/tests/conf/inria_deeplab.yaml index d60e50f8d6b..e16ba15abe3 100644 --- a/tests/conf/inria_deeplab.yaml +++ b/tests/conf/inria_deeplab.yaml @@ -10,7 +10,5 @@ data: init_args: batch_size: 1 patch_size: 2 - val_split_pct: 0.2 - test_split_pct: 0.2 dict_kwargs: root: "tests/data/inria" diff --git a/tests/conf/inria_fcn.yaml b/tests/conf/inria_fcn.yaml index 4dc9eef20be..692db059dbf 100644 --- a/tests/conf/inria_fcn.yaml +++ b/tests/conf/inria_fcn.yaml @@ -10,7 +10,5 @@ data: init_args: batch_size: 1 patch_size: 2 - val_split_pct: 0.2 - test_split_pct: 0.2 dict_kwargs: root: "tests/data/inria" diff --git a/tests/conf/inria_unet.yaml b/tests/conf/inria_unet.yaml index 83c26e4e0a6..ded50ffe79c 100644 --- a/tests/conf/inria_unet.yaml +++ b/tests/conf/inria_unet.yaml @@ -10,7 +10,5 @@ data: init_args: batch_size: 1 patch_size: 2 - val_split_pct: 0.2 - test_split_pct: 0.2 dict_kwargs: root: "tests/data/inria" diff --git a/tests/data/inria/AerialImageDataset/test/images/austin10.tif b/tests/data/inria/AerialImageDataset/test/images/austin10.tif index d77ca4e7fa448983c96a362b5f8a9e1f1840d6e8..b615ffd68c7f0e981e15bc4b651050ccc0939365 100644 GIT binary patch delta 201 zcmW-azp6)I06@F-*(ei(TqSRz)J+x-V57W%!JjbbdH^vQY!-tOw{P(V7A1>Klu?RJ znSQ!wJ#`KQ5d4{6zkT1QX^LSO%d$9*&-3hgo@tsq&nt>@-?wesmSqtH(RJN4O;HrN zuFG+prfH7jsH(cI>o5!mf{f$%JWo*+x~_*|NRlMOFx$2r#{nUvX<8J;vMd1rD2g^s zlO##@lVy3H@B7}iZ4d-?U7zRqE@fGMweS0H%P@@Vy5cw%1mXK1Ns_9nq9|%vmJiu^ BVNw79 delta 201 zcmWNLKMO@*97emb8LaXFOiEczcVMt6N-1S9*cp|(QHn|V6zcUZMrBb9Hlut4e+rxK zZ#(robq*#miTuwmilQV*WLc(Zx+sdKX()=CrfFFg-}eEI;~)qk3`5(tRaNDAejG?yu3kwUKot>PVoJvYcR8&+B4i4|{?>#*|(b3U2H#b~dTwq{e9v&X%=H}1O z&*I|ZE-o%GFffOQhsVdq@bK_^dwYR_fi5mC$jHcpgM%+GFGN8^L=FxP)z#JC-{0Nc z-HC~bx3{;gt*z73)62`tTwGiL005YnnELwq3JMAt85s-=41a%reSLlY{{A2!Al}~I Dpygmn delta 201 zcmWNLu?j^{0EXSND3eV#C8d-+fVzvp#2^nK1B<#@Ovhj`*ceDz3^qEu4Ji|Y7r^QP zO!v%x|Mz_mhj{<{0E(grg2?l{@B8oiSsUH7^!$8iKf2!ep7>Ek$bU55~=s!EdNd7idyD~hu3 zJJ0jecbbwUL4O3T>l#_3DDr(DQO0qM<9Jz?VHnVaYE09VWf`>s0KzaVib52{KT2(4 AQ~&?~ diff --git a/tests/data/inria/AerialImageDataset/test/images/austin12.tif b/tests/data/inria/AerialImageDataset/test/images/austin12.tif index c7c1275240632ce65d61b82ce0d6ee47ede61579..e3fef860af22f99bad9485b0a6d5a91eaaf6a5de 100644 GIT binary patch delta 201 zcmWN}J*!1v007`_ol%+n2#b=5I*Kg*fQ{9nQ!?I?iAe?}S(FJ~XE9hzHU=bRF|nC^ zWYK;1r|0|nzWzQxzYN11$B`t7@B90{a~v0jVO`e*LEtzp2!d_f_kGK1b=~tk=XpAg69mD!uKx}E BbkYC- delta 201 zcmWNLF$+ad07iTD%I^@9lv!DBB!k%xpk$GH6Vr>$Mp=Z#FL-Ve#YEX{WVD$i3(LFT zaHiAggKzl$eO_P3aprk$nuZ_P+7%M8O< zmIVO7aa@|FVHoDXsMMY6u*R^e1-}k5@2!f_*JkO(-!!WQc`v>{gY>WT^ diff --git a/tests/data/inria/AerialImageDataset/test/images/austin13.tif b/tests/data/inria/AerialImageDataset/test/images/austin13.tif index 029444bc99f0c05ba57f89527722eaeb0607d2ee..e6b7763d43853b2e16e4184d0c4aa4c5e771d942 100644 GIT binary patch delta 201 zcmWNJu?s{19EDveMpm<;tVYX~3`$v~SZoZYTcuM<`44#U_!-Xt0`yGTm=` zukXFDMr-uv%d)g>E6Xy1AoD!KMNyQ# z?;XdnZF}3cs;Yo843lM96h+r{o#**H4@r{8aafksb=`g6zV8Di2m*wnC_*0JAB?AI tVi-mgMV4hHNg|mfN&3D&&yy^XAA%qN07zXN$3YOtvg|lcRaFQfLjJnXW+ngt delta 201 zcmWN}Jc|di5$l<3}f3iRaH&X^gNFsh$xDtY0@;UX&M~Id7kGu?mW+;DAF{wZ9C8N z`@WZD5k+yH=l6ZB;cPkOIHyvH)S)d80(HoxJX{=;Qb}x3{4-ghi;cQDi=ZhY z4lZ#hHbt15dz+h!;Lz`#7dZ8f-}`><`@ZjYzY7LWzyJUT07MG}iN28?)*x%qld-g_ zPjh;eHOPmAQSLtC0jv7-jzwkK^GMCSBXc`_u90c>18e`usPHFp>DdT+)E}(3vKDw$ z3-<4oHNYWDbO>Aq6KY} zZs?Wuz=9rsjKHfMj8uhtM$uz?NW47v@TYwE=8Dg!9&Y(FZ>Xr4MX*|}%jL3KtriM} z$z+nrWRl5bHk++fD$!^(olb9uuh;8|M8fHGhQndphr^-CWD*1+l}d@CXtUY!`FuPc z4+H}Jet$ZhV%tuq(`vOAiv`DVrBZ1=pRZP{TrTJH`8J!4*=%mN+k_C7Wo21zHk<49 v+U0Wj{r*TKB1zJ0HXDz}Xf_&+TCFx3jofZ`x7*d}bg@`$Fc>%-4h;VSsyuhg literal 0 HcmV?d00001 diff --git a/tests/data/inria/AerialImageDataset/test/images/austin16.tif b/tests/data/inria/AerialImageDataset/test/images/austin16.tif new file mode 100644 index 0000000000000000000000000000000000000000..fed02e2bf589731e50a9ebdc1c6abed1b7fce67f GIT binary patch literal 562 zcmebD)MDUZU|`^9U|?isU<9&2JVqoo6Ohde6gvdO%usQVIyNYq3CI>?WC80f0!oNN z#X)++plpzt;!rgQfNU8gbAo|vklGVK%-75VW}gGHn_74n*nspiAYR|j%%A|I#en8- zY-eJS0kXqDjsOAmj8%)kSpl`>htw5GD3ql<;Hg1$m%h_6CbeqO4A zp^0A&Sg?k{-{1fE@#B1ae6Fspsi~>L!ooH-HUR+vckkYHadC-^jEs$qJ#yqoPfyR> zxpPfSOfFx(tgo+s`}Xb3%uGc^#h*Wa-n@Bp&YU?rcI?=;ZJU#mQ+av$`}gl3Jb1v* z&;R=MYoG}tA|iM0+*z<-K}ku;#EBEz+S+=1dnZkr1k`@^?AghaCue14&7M7b(V|7A zrKLPPJQ5NT1_lO=3-o5+t=Z}z(P)0_^?%lh~%E~x7IiEdy#>U2W;=~C6 D_(^=U literal 0 HcmV?d00001 diff --git a/tests/data/inria/AerialImageDataset/train/gt/austin1.tif b/tests/data/inria/AerialImageDataset/train/gt/austin1.tif index 9bf2873fff407ec2a51e11d0ad38ac4b7987e4fa..a5c37b51b74e455bcb23e99353d2e1ca6d88b0b4 100644 GIT binary patch delta 130 zcmdnQvWaCwHRI&Zj6##8n0O}7XO!?@L;?&93_u=`gaZf{NePq*RDdi6R=`?Ol|~f0P-fEXOt6# JD}_q~833MB2=@R0 diff --git a/tests/data/inria/AerialImageDataset/train/gt/austin3.tif b/tests/data/inria/AerialImageDataset/train/gt/austin3.tif index 2d1348429079992d6a515e4299a57a79a8159272..33f6c57829ad3d245d85239bd12966e178219d87 100644 GIT binary patch delta 108 zcmdnQvWaCw5u+$07%(s}ATuWKVpL%UicRiil$d;gk!NxpBirOsMt&8DIv@!F5IsN= T$c5{l{GU-2sF9NsA_yb_`Vb5T delta 136 zcmdnQvWaCw5u*eH7%+kXoDF15p2H{sl7z?rNeCOFWO6&BiXB7@B7iK3rWTnCWJ9<> L^9vb;nSt5>aft@a diff --git a/tests/data/inria/AerialImageDataset/train/gt/austin4.tif b/tests/data/inria/AerialImageDataset/train/gt/austin4.tif index 21cb217cef3d3a3371573c1aab3c588a5ac10ec4..22763a3b2a231ed58cae8b16a494cc75357dfe22 100644 GIT binary patch delta 134 zcmdnQvWaCwHKPy%0|O%%02vVW#UbS6Mn*X;2op^QnpOyR@pUjpU6*v61GMjl1V$qn{z?`;?6`c`M+}-nZEdx8yac7Qo6U`Gd FJv&DoA0Yq$ literal 0 HcmV?d00001 diff --git a/tests/data/inria/AerialImageDataset/train/gt/austin7.tif b/tests/data/inria/AerialImageDataset/train/gt/austin7.tif new file mode 100644 index 0000000000000000000000000000000000000000..3d7c349a47523b10f5e6640539715374a771dceb GIT binary patch literal 562 zcmaKnF>b;@5JmsmmT_T$C=3n73aZdV2nxCgDUFNJKyrgfNs~w^BdR3G9allV0ZNrB zij+I#9QiZ5Mk@-&nw{sFKi})J93unJ0Za@-k~b4@M2^|}WX8TPy3}(-?wUk*UpOdy zUv_$)#k21<2l62BS&>Ei#caRl%HQO-j~prMA9G*Du&h1$*Hwf8`A#mu$n-J%zQI)E z_o}H*asGVx87@RI+m>2|#S3TwiDO<}dr?wXh0L?MN>L!?j~VPn$fXV+6Rj7c<>Goi zwU_pGePdsrpYH8sw%llQqxMEZe404JvY^puWsz}oa2!sL>@+I(hZ}_*$KlF}CNv@c E15E-SEdT%j literal 0 HcmV?d00001 diff --git a/tests/data/inria/AerialImageDataset/train/images/austin1.tif b/tests/data/inria/AerialImageDataset/train/images/austin1.tif index cabf7459159622da301b8116ec76aa0678ecf6fb..fcbe57d16ed112876af339f628a295797cd5a014 100644 GIT binary patch delta 201 zcmV;)05<=!1hNFMashvol$0?sG2GnT-QC?*R#uRZkk{AO78VxW-QB3DsJOVeT3TA$ z+uPLC)RvZ(BO@cp$;n4YM>{(^H8nN%_V!s>S zg^rGno12?`eSJGSJEo?l-{0S}v$K(rk!NRTBqSs+FE2DSG;=|7bFQwgaBy(Q$jBif zAzxo#tgNgD2L~P=9_s4q&d$y;F)_8ZwJ0bkz`(%2zrQjvGLMgse0+S^*w}7vZt?N) DQhH@h delta 201 zcmWN}u?j_C90l;M?t)Uv3)n0+Hp^WMvN1||0Lv|l(pL-y8zU(ZquXcp1~Rc3jZ#*F z?teU;-#Pe=-@oq*wQYOfH^*_F=QT~^IF9SO+qTW~tg32RmO&68gakn#2twEOs;Z(W z0x8RKUDtraFeFJbNs^){Ao4t)W!bVUz$l7>;d!3$V45a;`o6CyO5gW1P3L(&e#TK0 wMT{}SFi@=PY8b}zJaHTYl_bfwZI)&CeZQ`&>$+*0(lpgH?Klq0vW8*!13wpGmjD0& diff --git a/tests/data/inria/AerialImageDataset/train/images/austin2.tif b/tests/data/inria/AerialImageDataset/train/images/austin2.tif index df55cf5b7bcea5f5672144a8be35fbf8c43c5b79..c0e881b86f0e2c815189ab9cec8ab43f14331fe2 100644 GIT binary patch delta 201 zcmW-bu?j_C0EPRbjJyDYGArc)l*nK=OUb6ISmZ7?8yRF%cTmbr$}A;P2H6c3Z(vgQ z@1EgwmhbB{XoG%V;GHCi>$=bLkR<8*KF{-_C{EKf3`3sh$8it@QI;i5)8~2K_sz1b z<2Y4SaU9pSEyFN|VL-6!y6d_WMM=|C*LBOX;5JP&3`2^d5CnndaU2Cf000C*5XUiw zVYq3l@{bGbjTJ(_M+hAO;pD+bznV8bzLvZ@(jAJ3&YTL-RruJ}WNB@>ImbO)q(02az3;~hnJ@&*>f1F+ow&1xVegFFE%Vl(Of z+gD%b9DoA!_j!GbqOfiIIF7#Wo2FTo#W0LGj^}xnB#9(R1VI>vd7cLV07n>xx~@Bp zLs1mRaqGJJzE9J%AP7}erD^KAZjvPDdDe9;%kq8S+qOX#$8mUNS*B?k&+|bLjN_=h y6@_KlX_~sOgD^o5`@Tm}WSZu6U6y6FZCjS5s;a{<R!D5WUIv)*Jdu^0`OTP(^Cz`$(5V$_#EV50m6%AimTQb_7_ zZ+gS42Ot1t-$>)RH%)U{7C{gmX`06O{WMLdY0C2)0Pq6?K5G2{ delta 201 zcmWO0zY0ZQ00nTj49H{=nb~}cS>2Qj#AddcZ}Mllr96U(SD>3gQYP^PCRv!g07ZuT zt*3K-oeHhc-{0iyv0M)T diff --git a/tests/data/inria/AerialImageDataset/train/images/austin5.tif b/tests/data/inria/AerialImageDataset/train/images/austin5.tif index 2e973747a15ce313bc3284be8670c13edffe187e..5fe89e7a317faa0df2eac08028768b0164d4fa67 100644 GIT binary patch delta 201 zcmWN}u?j^{0LF1wJb;bWVxcIJ@$M{Mz^J6uNs7`fo0Q2QWiTjFy4`0m*eyCn3s!^m zp7HD7_xlk);tO6MK@jG7)-=tw?QtB#FkIIa06^1pmSrSKHchi_8_)C4^Z34BmSviz zj^kLC6$C+D*HIM7vWyTkk;8G^G);zKsH(~^jIQgR=P8PUgyT5Q^W67ck|a?SQG#y> ylO!=s({*eq71EM)k< z@qM1B7kt3y-~IU`N%FcbMN!W46h$%5^SZ7b$MHNb3`1Slw{2q>#`pc>I3RD^7S3@T zZQJg;uJ3!-b!nQ$FiespsGjGsEUT(2cqq&AzVFMj48wq;XcR^BJOcm(L4YMiQQ2>n zAqZj^2FtQIj>mDluIn^SK@c=eqpB*$ab;PiX?ou`K@drjyzk5NyryYIQJALr1^ED6 AW&i*H diff --git a/tests/data/inria/AerialImageDataset/train/images/austin6.tif b/tests/data/inria/AerialImageDataset/train/images/austin6.tif new file mode 100644 index 0000000000000000000000000000000000000000..c4fc765b2f7ad03dc8831c2c25b6663f06332fa5 GIT binary patch literal 562 zcmebD)MDUZU|`^9U|?isU<9&2JVqoo6Ohde6gvdO%usQVIyNYq3CI>?WC80f0!oNN z#X)++plpzt;!rgQfNU8gbAo|vklGVK%-75VW}gGHn_74n*nspiAYR|j%%A|I#en8- zY-eJS0kXqDjsOAmj8%)kSpl`>htw5GD3ql<;Hg1$m%h_6CbeqO4A zp^0A&Sg?k{%F61{p+i@%UcGtq=G3WE`}+E1WMuB#xnpQ(SY2JcV8H@&bMusxl+4Ub z9v&WHVPT+3At9mFt5@H?ef#gMMOlTtE)>}Tf3p5!N$fWBO_z- z4K74rb;zeIy-}mp|r=_KR{P^+o>C^oD{CRnKpFVw(m6hGSdv{=9AOIeNe}@17 literal 0 HcmV?d00001 diff --git a/tests/data/inria/AerialImageDataset/train/images/austin7.tif b/tests/data/inria/AerialImageDataset/train/images/austin7.tif new file mode 100644 index 0000000000000000000000000000000000000000..89967c769c30925a82c11f4d8f636c5f3c8c7b89 GIT binary patch literal 562 zcmaKnziYx!5XUbjqz=+hK?@=nA_%QuDLQ0ON-zi_6{SDi{4o?#kOt}^#i>7tQ^n0c zLMVbmH%q1{QUclh1B$o{;?#T36r6gGd-uuR_wHTt`BU%$fB?X-z#x$?W{*9{Eapsf z*3A<+Iqd#bv+V^v|6odwc2jCd%fOZFxYH1rBW%A$qa|XPinDPtl4a$ESJlLLLu9> zE0qck5dy<&C2!PRvq|4Z53}3auj^ln zp}^K+yW6jOV~GGjj2Hk8{r6%EcULz%M^O=^o1Jy!EqPU9UAD%0eCnuk;=Z(?dyOM{ z8o~PlE`&)5zSpY~>V?0z%n-2WRrPnKadL5Xy$V-u#~x$hg)2iPb)9YDijvQS`X`AS zpUQKj&#XROTqO&-Awt|m#LP&o;PfUGCyFoxI03`M0*x8o>}b=_EV)*I@vwkQ!^vp< z)p;1^X}fFof_YB6RnP?|@AT%m@V)AqJ(v4}d zxaiqWhgH>-tI>zis|&YIvg4Z0zp5!oki-xN#eTwGpACL@{FHaG|G132d&H@aEejz_ zOYj~+;;(o zX#=5@RhP6RD@j6h-ty*!nO=p)MZqRGxl~bACnEx5!YPr$sLF}YTythjsBi0YOTGh( zbpw*LQXw=LZcOn7z~|z(+9-=>#7iU?dnqZhmPvq3)MtY8049IrQe!#J_2K$5FxWL& z^={=F;1!a!L4}#8B8Q+E(4Gk)3ajYy{2+)zAfm%jj5_sbemj3Zs*_Va7}5<)JfZAl3+I79qYBme zroeRPtpX*>QN_oPD!-DW#?G@V_mUoDBNoLbN=mCH$KM~MU;IYg*xESaIbF3V6Z?t? ziaxCn$4&H+ztB5^_XOE2OhLlc&mpG*a8@%In&HD-8TGZfTxip?HcxiJrV!uoc@rqs zb%SnF432jbv7()TmN;sauSA7$q%y#xrN?8V2g9WpSESbuZe+f3Uc7bYdN|Z&4vB#o z`qy20XL%)|cP;gaxtdQUEoa#i+}wfKR?vMO`2U@2;FY`z|L5lWop4ENs~WS zOPfC)q+DoW*|*F%QncIYfS zLn53uy3yVA2xCO2eFB^|0xOt3;!>rTrgK$J+7*x%eKX;lx!RsRpyZHnE>U)uKTeM#x7`Z1|=)$K=}fo?UzC` z;IeEaG)#QS*4~sCrxCw_MnTYuR|c$xY(o4PlW1;uuv* z5rCO^Np%ix#HpYs?EtCFY<`#wYa9*Bb6q*LcEWQ&#^!dTlix|<52O!?R?OS%-jAy_ zX%0m4TA>e+9c&r!TjKScBo(5D|4Uiy#*NapmBl z_}^w%Vu#&&jcs-pUTX|xeu{Q+_G-&97WX+31P_P7vfu9a3d+iWk$&7Cmg6^eKR`O4 zYXdUG6Q~iK5kZ3r*LHTHabslLA=hO&1td4^!Yq^wutqy`0X4CQiw?4(fOG(LIQIsw z7KTB#A5G^)n}Xc-8?-(BhKHbC3-IcboPfx2syF^bUOqG!$X$q6n=8oe+os7u5@(G& zMw09eqrrA=-#~6loN!XvYb=)@+&9I*GBy{Kv$O`9dd6!q6Yv(~P8rKRL?r6xOxnD> zoV};zkJI#RCs}8ICWh#d=2MJvJoJoA~~sL6l<9& zc(cX&jD8vD=X!a1dAFNKZelH~OcHtRP;3Um3CcXWg$Btj*3zkrB+tOllI2iR6-zp+ z?_Oo%D8U+m1%0`?&yhb~lqGV0IR(G`?7}QTJobDy>Kgak+#cKJHcHf%MVGm8v+c}e zh7beNbox`JW}ZMc|A}%RIEp=vPwMK`TTg@;WCZPVG#aY9bR}(Q#BYWLX`twjhFJFX zmR41

    8j_kT&{pMh|SR*DtPnhrbY50&2;j`qAXKD4ldat zPl1t<>yzqjULLFUCg%D)Vj{KN2EeA*H0uG8>GfG+FVb0Cml#715ph#Ez&kG1oO9YR zy?AAQfpd;?VXESxUYZ;)vt2u4kbTgv<3(okadB_y#eJubczIoazv)gQpS{-C;^pg> zmzJKYn$EYrqLk0**Q;u-b;K#jn@X1+Op94t)Pj}IS>ciSWiYfB;X20MN(_BheG599 zMqF;*AFF;O*mOyZf`s@nf{Bt;U;jj=PMI<2sB>Pv;w*<5L73Hbzlt8yB3vLBb7+Zi zVR_G$Y`t)-WlbNFnHtQuO3=3XL@Re`_MY;Cv0*uOd1r-_G?90jyB(~1JZkzJC6YVF z#aSX@WRU2__}71X={(E9=H!$h<*5VFJMfxyONtNxbIS*al(`Bk2$nf^{g zt}i=IM#YD_6UhT}9dyaCt8c%Qc;Yffg7<4NHFNGCvZgkVNU4VXL7nfp z$jbVLtvJXoSirX1(nnxNT$Da~$_c)Ei+L}}a&ER}Qggqk1o$A>o# z)2N6hX);ohn&NCqlLls@v6cY}TpZEKIYvde#^E`iItl6^J+PLd;C_t2ZRP6}Ro=7u zU{X&|SJCg>{E=&c?Vbm0bN+hRz_&fxIk)XT%jWML8eyx&^=~Wp?6o@F)4e9aRa?E5 zz`v~qKlgj1wG$;u)FF!WDs7(;lZ+8@mSt+9y!sBxaSce4cMcXTr#BSdzC>p~5R08! zODOi|GBDtd@qgv{>Y5BiGuKDf&};bC)aUeAJ|SnamzE0JIYS38mSC7JTt~{x$q^g# z8*Ex~EmqY^IXNSJ@pQJ5D9^ObeJRMJ3#@}z5@LaC7fg*)zGMg={D9HqICMU-y%X2H zZ-0~g=+&MB;jn%x{R0-yC|;CFnq^fAyH;rzh;a+3@okR9g?pq~cA9yLu?&3eOGxe? zsKzbN2i0(BGO{4)i|E#}VA1CkGm|z=siYO>&$ZIfibEW(_z~1ZeoeBl&%bqEJM~b^ z_w(v8`txvNFnz)4o7{O%Vq@q%Xp6fW#O*h@G9m-BAKawqSw8gGAO7&6@+{{X%=^ei zlU`_l^Jm&B7BSC z9_cl>(-V@YkNIyFFg;pAJl%yag>axUWYuc6b9m^xQtb0B-pUsQxr_FyD_D;)Zs4$>0@mmMB(-!=6U}0GMcuQ5` z4iYs=8H%oL1LK0Tl4__iBuuR_bj!mJ9imwyuRqc6dfS5UnarEsYXixiWlW+WPyTYesA$@{)*-!PvsWlB>S&N?@d4<*< z%=7SS4$9FQBX(skcQCcQd}#@_Y_SnAa?RiY6ymDr8zmK|k( z9_S$m?{vvV*T;YBxFomzar?O7q4jmgTMxm4uvmU<+}RIdydkM1?@TOM;%gPT>}ZQ` zpS7=SJr{coQu3Jgndhw3rI!naNbaTm&6{oVNBv7wu4+*}!5C88+7PoJh#>6;Ca-&k z<7k{MEjvBQTxOb2%e<0WkSS6ScvZEqJcF6Ln6m=$@@i5=I}K((LA3psO8w~| zl+}68*K|{K6Z5fDhMvQL$|~T}GnyCmAH22<%qq>mN=Ym3=4S6fx@qLak|Xd*iKu`y?JDB|eHc`uZP*sXa(6j?)VbL*cipVz-Mz-4F@J}9%q z=HhhH&_hA?&QOY!>r7HoK1(cQl?z7HqoyJ7(HX-!7+7?ON}349d#sLLFsSJ0jlz_y zx22>jg((p+o3O7OR2`g{(L655(*WED&>QbbXYMzdEVjBF-uYtIeWiH~Qjs21_2p}o zn1LK*II83pWk>D&N)v|76x8yiupa`+Nm3&em<_qt>C43aO=2Ytf@L| zzmNsm@ffNL`*(rHbv@{U6<^@YpzEu;D3NNOv}Whll&ZzvynJq{Vychu;^b{#OaqvF zj~l(EC>F>YKNKLgB;66|^6f+$N4WDbp-a zHf?WwOEvY`VPVpcPpLNdVi`dp-SDT7&6YUF}rnI zxSi9QGWVgM=<9i3JCLlUr5(D_Wp0+Td}FodvOM!?yg@5X{BalP)&Af=-!0acH`SxA zcDyT^O+Q!hYHoudb{U4NQ~sB3yIsS4uSEV{PyD6ZhD)oqXB_6q#b+FL@lkR<0S!QX z(xa$O(J+iqL(<~)!jt_KOnR}3)HKi3ven4>RCV4yFMQU5mHJ7w4SjASLWCmQQEdYV zR9m`}+Us->!zU@94fp$KmB}9j%7fA_7y45Vj&*9TQ)8Nw50C)^KtB}%^?}@tQo0LJ zel0e||NQOTnd_!&G@EbNbC0SDjy}Jw{D4Y?7!(U^-;c|XQh7_dQ<5285Q(jQ^;~nz z_w5;?tubV@xaW*k}gmi+R}9l60N}gK$RC2)r_CVT9%j< z;a#NE;#eYIT9=M{)PVJDl4i9D5^PIvTJp!+RrHLz`N(pB@{UpB`NG6@+b2C!JyRYM z$rOQaCl`7h7j4B^U^nE_i_QuQ-F$3U(qA5F*qGy7c$`k@to z%zn6VSU6e$R;KzPsN9RIiQR3Syw&oqhFYMKEL)Q^oQ0nJDjf@nBFRu;5|(_b3DDuvFyNhbjkyP{9T1NI#HRJFjPZm}8b6HCgKPg^&` z{KvkX(PP#&7ZjkIB>s$Ez|qAsPG(G4%tR@6lI?eZCDxM-Ub^jK(3+*77oMi_BF4)- z3C=k)q50*r`UzH2ERmofH|N#sSaGf(p=WB^qb82G5H~sH z!AcoI8KP8#qq_0@`H%=RwYAs*ef?vndmJQgzq2j{btKm+wrug_76W01`hg?RKtyx= zYh_(}CDkgEN4QC_kr{DWSY2QCb!0wSXrPg;cQ5Dgon|lDG*w>d)K=DWpb}JOT-xnW zVt8Af&lGpDZw*E4YA{%yK12guB*DUj#Z3%BDyDGKO z$or4*N4i&8vK^WcNJcc>rXV39$L}=`M8}@lwO=`+=kAzE`iKE*9Yn z=J5LgoSAm-7$-5x_lcf7na=gc4J3mMm>CxG@NY!Mks(wV2BVz5OU%;vvzz{Y@btF} z^~3PYHMSgH9#aevrvBPXuI9_fWV|IWAEWy$lBBlbLVRdwZlCt@lrqKo%2i~l`W+_G z@u6u6fz;RP;h}tC_bZJH5sVtVv_gy#jukZnGx+&sH|f5~1>ppBp4hvZ{ANX-vK$5Z zEKm|<-CI~oM6*YYX>yB1s+N^eRO9f7OZUv8lSHzu_{97&*b|m^vr&_QJwJ+#GH}ot z1-6(Bjm;^yeFnm`jGxyafn8LV4Azd2#Kou7>5@*P ztCS%ZNr-}p)Iv$ZlAjDi;;0W`py;J z{f;l$s|>o4nP-Zp6zSDt@JA?uQDySVvo`l1;E(1`99dYIP^vq+xnZE)s=mlmOMcOz z%0%oXI3^K~guio;z)hCf-2)x>@k3C*bF8>lmo|(_Zpkr0f^w^0{U-lyO@1(vS{a2} zys#8)o6qkQ=H_LC*_0Zo=UwRmRlb@&36@AOh$9$Hah>khQEVT|k0-ZKKOgg`Nz$~I z^fZWGmx(y3{h{NTK79@L(!?pbH+86g;#edTDwb=2z#n$Pp6C!POG z`}zMc{9Up=Zrh;1hBd!s7^0Kc?hy{ZuQ93fAW$Wk$4yr!#t+f`;wF-@I$K&*9?ov^ zqOUI#`jIF2BQG>tPfXd=gi`B%Py}@3kq|gRlk%JC@7q+#5-27vhEP+HWk^~#CNnc4 z&~m_^uU?lh_md2wMbB(v0OUadnHw_4PrXd{1RAv3658c~;>|a@Afe+SL8KT-bcGmI z>^GvR#}vfq^N%%aUW>T3{_zyK5#}$rDx?C16zQt-yaNdxHE&}UPwKH^@~$XvW~{tW z5?4D)bV_jK&F#iCc{0Z?`W4XQCc8kyuOM09tA%+CjvTl#Fhyf=7PAU}Vi8rl5if(STVjpGHCJ)=a)L`R}#UZ$c!DR zthOoXr?F^zX<1c3`|M&B!xKsY+^egByzwVlBQQpH74C%;bMZ=*>p+Zq{)p_$TOxlU zjzk12*ppHPQ5uJ3@F;Bydvc)z$&&MR${$Hg5svs%V!sNQ0dlElw9 ze`>k%)woJ;Z1UR3@T#X1gT4lfthj=ZDS|Om=hg7s?Jb6S9V9^EHB%>sSB)MEo-~Th zp+_rQ4-Bq#W~Z{+ed_uhE3V6>=jVHx#Hv0pC;+pxmn`U;phV{&(LCZ3Y5~&p`jV2+ zzAb4tw__ai%Ei@!&Izzi+Y)ENS-0&y31(`+>}B8n$B3Tt#npA|(suXjRVFVjMNM(w zbUjD}1yHyVhe-Y`ip2TU9V3Y=QSNs;KdnVCojUHT#&o;s z@~v3L7Ge*er)U)MrCb+#0^h2OCECxXHGzvBynmbH%B{vz=a}x;Sj?TRt!u|BjgFg9 z3!PK3W~70VK)LhtL1!FtzT1Y+?XZ(b28S)6$nIF-DV^Hwz~B7Ey7cvk%l32(%#zAH z7R)C>b)BB_=6$#l^>c7sHnSMrc+nIGs`+jB4)Mca-NZvwDH!CSXzq3*$Po$!f4L1B)n-@CBdXn3GxDYH@b=f}UL{Gwz&R@T=FZPr}#qOVtU9wU%>%o8}NYx>xx@H_fT;E4Pfg^&d#$1APTx$0KvxQ;< zzV3yxog@Cf8A2U->&ni~vjvj|zU~F{(*>R%d)oU7&kwjK0X_c>_V)`tySv=`2FWgP z8K_|Y$1cAEZ{H^&1SY(~unQbX@~gnx)iEJ3;S_xr_#)Y_0&jOxgusLY++AQr=&u5A z*9L^Zgww-aV0Ox11>O!|gusNet6ktFs$T`(PJ6q+drwbxfVXV7ZQtI&+b*y@OZj2A z|BuA=V}IK|O#%BCq`zh>KhSopm2kT91Mo?}seeQJdDgP~&+dQ{jv#hHJ@^017XJd> z)0hZl`d!dJ;J*U8r|A=l*}I@PnqL9kZbk_IeL~H57nBsd2f0@S_`&s#`|oM;gv#hH zs5lt!{~MIRDtCw?6cBeoEg60VbWa~56xnt`;~D=2^#3I{!gD3mcy@uWfVt@(kKiZZ zJxz;HY1jo;VEI+xJj3VwY8(@4O69!1mgf= literal 8267 zcmds6c{r478=o<8Qc@@3sD!JiXt8BE6{C|jOBjWU8JRH+8OF>g+t@lJ4#J@n36HUnPHg@8T(|$mmk{zX!Ke1z@m^bKM5-wWX3N1ftqD3cWaG9x(kX_K#0xa_75_-VwO7YCX}n&Qcxmyjm}3@yoTc2#Bq&QOPuo4Ccn!EzUS3{FNl9g8WmQ#GU|?XljBeJoYi1~vnx-bY*rWftRgS8vs{NCM zp*N*Li962}GMQtXFC8`Un#kfkd-fnR8*}g@9L{f2QgyYp2|Ld`X=$-OethIbs==dh znO{Es9TP(v8E|rRbTl`w1%K)2=m?kIneR}ic=+&BHT;w6#GR6-1fOA(sa{@QR#sN^ z_4N==11}~UXKB_-~z}7OlG_TgX?hXzP&aHQ~U0(Z!gcwk%dHMMRRevjKYiVVn z@7bWyK7-xX($dmON{j~&_8<@eVjGRi%FBzrhFo8!8AT}=4fnHSV`Cczd)g2J0;|Nu zZ``;cxy3RfCdS^`S=a7i=n=+Ict35ZSKr2F-6^eS8Ka}4eZ{r6k_w8FXLk)U0q$9QE9BkM)(fJ&6|NE-LNhi`2406spcmNQw$3W%fEe_>E5RR zVRV;8Xyo|?Gs;JWG7!WJnM9J_?GYUm^r*4X%FOIVTboZ$YcURoTP~xs%Zu|lWq-J# zq2YtlQY9rNpYhQlcEffwx~;6NEHpG!a=Xphvu86H46=*M9VV0H>Utq0gx%Q*&x47> z{sL6Me|P@Wl*g{WA+~a*KwQern?B&I>oXo58~X~d#YEquwd6a!0^#f{%DQbA6dhfg zWnB~(7Z)bIbKujf0ws$q4u=D)Nl?QZBayzLq1CmSD8F{#FTexE#l<0nrWuL&E}T$4 zs_22Z$1!8W{RVsY(sOeum67tn!NE)>^GtWM_L=U4`1n_M-TNFI9ocO54t4cQmo9-^ zC$a4WtGQXkoZ#S4c=pT5WnNq@(Ce zkFUbHbLU_+*RNg6zJ1&39&NX#=3rN2&R};7gTW{wyj0N9(MjgiF)RWC0w%^r8d_UL z%?T$@u9TGAxM>py)B}*)x1mc$t1qj8WYF8&>(Te#$k4F*eN8<4|MmXh#-^Om1xF|! z$qpeJZG1br#PZlN+9=1=$jGTGdNT-$>c@{6Sy@B^fkdTxe}3(E>5`?9QOzVZ?T!su zg06sy_=t#G#FoOX$MZpg6<)fO?CSdQ!v|O@ZERRvM&=&K#mRmW5)y}#bauOSu|N>A zSgfX|CQ%ukyMRG?dHLi+dV2ST#T1lPRG39Y1_utfkjVuF1#Q5E{^N(BQmKyh*GVoe z5s{I{@=sfVobWVB*WKOS)6;WebSNbw<3oG9s^>r#$k*SZ^v5ZH%q-$)vZ?3UEPo24 z=LP=6Bfh&lEv!`ds9^>kK?63nwr#2mYlr2xU{qr2J`uAC(2%#RY-L_crZ9F?wGT44~WZU z%a%3VM5B)#^8h6P&v&I^s2*T}dRk5s^rABatqv*a>~}h3SS~?#{B3 z3k#-`pF|ZP4OpqWnTZ0bQ(qqk=mR3_F8RO4C=`lF%mSJ?C@2V|?sLLoxw*Ly9z1ye zBr*QtMH0Jy>;C=w*Q|*LdD<{R>vm2K`T14-DI*&5klHgDU>i7T^m!=i!m`E6==v_PD+|!H{1lO z>NJp8;B@$(UD{q8(EBe zzODFmz+Mhm3WW*wMO&Mp+gi3CCxaokka`A zlw(jumr8ECbosLPP;Y8_I{v=DASnDG@KI@o1R@axqrhrW^X0W5{EM-bk($n}(J?WB zK|w%#^CPLs{L}vj78Vu`47gcXSb&N= z85V6NiSh9xqeFe5)`F-KPzBUgR9By{ww4wX>v;DrH6?{S{FUJ2Gtu!Vd}3tKxioMY z=z~A9*-J%5^YimcCm5^C=(MC507DxZ3lYVCi>YH$>J9;Ui|XqiW&coBQw6qjV5bQA+Wsqt6*$tlV z?l^mU9rxZ1J9Zo~FksN>d(F&xoAMmtaCp3ilPj6r@#c;DCwE zb~iOP3fGFNlR;WQ8mw8py0@>-FL154EBJzUWx--#f+BbbE-kitwF4Hrh~nVw?Ty2| z1JW5NFrb#<0;>?SFIa%O0?!KAnBL@X9#g2f045hM)6XP;3OMorm|4Hf{uz@CnCWK{ z1rLtAP-fOKv%^d-WTu}v%VG1O str: shutil.make_archive( archive_path, "zip", root_dir=root, base_dir="AerialImageDataset" ) - shutil.rmtree(folder_path) return calculate_md5(f"{archive_path}.zip") if __name__ == "__main__": - md5_hash = generate_test_data(os.getcwd(), 5) + md5_hash = generate_test_data(os.getcwd(), 7) print(md5_hash) diff --git a/tests/datasets/test_inria.py b/tests/datasets/test_inria.py index 1ccbd22af27..e70cd060ee6 100644 --- a/tests/datasets/test_inria.py +++ b/tests/datasets/test_inria.py @@ -15,12 +15,12 @@ class TestInriaAerialImageLabeling: - @pytest.fixture(params=["train", "test"]) + @pytest.fixture(params=["train", "val", "test"]) def dataset( self, request: SubRequest, monkeypatch: MonkeyPatch ) -> InriaAerialImageLabeling: root = os.path.join("tests", "data", "inria") - test_md5 = "478688944e4797c097d9387fd0b3f038" + test_md5 = "3ecbe95eb84aea064e455c4321546be1" monkeypatch.setattr(InriaAerialImageLabeling, "md5", test_md5) transforms = nn.Identity() return InriaAerialImageLabeling( @@ -38,7 +38,12 @@ def test_getitem(self, dataset: InriaAerialImageLabeling) -> None: assert x["image"].ndim == 3 def test_len(self, dataset: InriaAerialImageLabeling) -> None: - assert len(dataset) == 5 + if dataset.split == "train": + assert len(dataset) == 2 + elif dataset.split == "val": + assert len(dataset) == 5 + elif dataset.split == "test": + assert len(dataset) == 7 def test_already_downloaded(self, dataset: InriaAerialImageLabeling) -> None: InriaAerialImageLabeling(root=dataset.root) diff --git a/torchgeo/datamodules/inria.py b/torchgeo/datamodules/inria.py index 698273b9485..ca46c39dc6e 100644 --- a/torchgeo/datamodules/inria.py +++ b/torchgeo/datamodules/inria.py @@ -12,7 +12,6 @@ from ..transforms import AugmentationSequential from ..transforms.transforms import _RandomNCrop from .geo import NonGeoDataModule -from .utils import dataset_split class InriaAerialImageLabelingDataModule(NonGeoDataModule): @@ -29,8 +28,6 @@ def __init__( batch_size: int = 64, patch_size: Union[tuple[int, int], int] = 64, num_workers: int = 0, - val_split_pct: float = 0.1, - test_split_pct: float = 0.1, **kwargs: Any, ) -> None: """Initialize a new InriaAerialImageLabelingDataModule instance. @@ -40,16 +37,12 @@ def __init__( patch_size: Size of each patch, either ``size`` or ``(height, width)``. Should be a multiple of 32 for most segmentation architectures. num_workers: Number of workers for parallel data loading. - val_split_pct: Percentage of the dataset to use as a validation set. - test_split_pct: Percentage of the dataset to use as a test set. **kwargs: Additional keyword arguments passed to :class:`~torchgeo.datasets.InriaAerialImageLabeling`. """ super().__init__(InriaAerialImageLabeling, 1, num_workers, **kwargs) self.patch_size = _to_tuple(patch_size) - self.val_split_pct = val_split_pct - self.test_split_pct = test_split_pct self.train_aug = AugmentationSequential( K.Normalize(mean=self.mean, std=self.std), @@ -75,11 +68,10 @@ def setup(self, stage: str) -> None: Args: stage: Either 'fit', 'validate', 'test', or 'predict'. """ - if stage in ["fit", "validate", "test"]: - self.dataset = InriaAerialImageLabeling(split="train", **self.kwargs) - self.train_dataset, self.val_dataset, self.test_dataset = dataset_split( - self.dataset, self.val_split_pct, self.test_split_pct - ) + if stage in ["fit"]: + self.train_dataset = InriaAerialImageLabeling(split="train", **self.kwargs) + if stage in ["fit", "validate"]: + self.val_dataset = InriaAerialImageLabeling(split="val", **self.kwargs) if stage in ["predict"]: # Test set masks are not public, use for prediction instead self.predict_dataset = InriaAerialImageLabeling(split="test", **self.kwargs) diff --git a/torchgeo/datasets/inria.py b/torchgeo/datasets/inria.py index f05aa7e56f6..415e72c0533 100644 --- a/torchgeo/datasets/inria.py +++ b/torchgeo/datasets/inria.py @@ -5,6 +5,7 @@ import glob import os +import re from typing import Any, Callable, Optional import matplotlib.pyplot as plt @@ -45,6 +46,9 @@ class InriaAerialImageLabeling(NonGeoDataset): * https://doi.org/10.1109/IGARSS.2017.8127684 .. versionadded:: 0.3 + + .. versionchanged:: 0.5 + Added support for a *val* split. """ directory = "AerialImageDataset" @@ -62,7 +66,7 @@ def __init__( Args: root: root directory where dataset can be found - split: train/test split + split: train/val/test split transforms: a function/transform that takes input sample and its target as entry and returns a transformed version. checksum: if True, check the MD5 of the downloaded files (may be slow) @@ -72,7 +76,7 @@ def __init__( RuntimeError: if dataset is missing """ self.root = root - assert split in {"train", "test"} + assert split in {"train", "val", "test"} self.split = split self.transforms = transforms self.checksum = checksum @@ -90,15 +94,25 @@ def _load_files(self, root: str) -> list[dict[str, str]]: list of dicts containing paths for each pair of image and label """ files = [] - root_dir = os.path.join(root, self.directory, self.split) + split = "train" if self.split in ["train", "val"] else "test" + root_dir = os.path.join(root, self.directory, split) + pattern = re.compile(r"([A-Za-z]+)(\d+)") + images = glob.glob(os.path.join(root_dir, "images", "*.tif")) images = sorted(images) - if self.split == "train": + + if split == "train": labels = glob.glob(os.path.join(root_dir, "gt", "*.tif")) labels = sorted(labels) for img, lbl in zip(images, labels): - files.append({"image": img, "label": lbl}) + if match := pattern.search(img): + idx = int(match.group(2)) + # For validation, use the first 5 images of every location + if self.split == "train" and idx > 5: + files.append({"image": img, "label": lbl}) + elif self.split == "val" and idx < 6: + files.append({"image": img, "label": lbl}) else: for img in images: files.append({"image": img}) From 3532f78383c880a2e8b08e387fab7c5bddd93ae1 Mon Sep 17 00:00:00 2001 From: Adrian Tofting Date: Fri, 29 Sep 2023 19:39:04 +0200 Subject: [PATCH 043/113] Feature/refactor vector root to paths (#1597) * Make RasterDataset accept list of files * Fix check if str * Use isdir and isfile * Rename root to paths and update type hint * Update children of RasterDataset methods using root * Fix check to cast str to list * Update conf files for RasterDatasets * Add initial suggested test * Add workaround for lists LandCoverAIBase * Add method handle_nonlocal_path for users to override * Raise RuntimeError to support existing tests * Remove reduntand cast to set * Remove required os.exists for paths * Revert "Remove required os.exists for paths" This reverts commit 84bf62b944326c33d5ba8efdcab615c65b124792. * Use arg as potitional argument not kwarg * Improve comments and logs about arg paths * Remove misleading comment * Change type hint of 'paths' to Iterable * Change type hint of 'paths' to Iterable * Remove premature handling of non-local paths * Replace root with paths in docstrings * Add versionadded to list_files docstring * Add versionchanged to docstrings * Update type of paths in childred of Raster * Replace docstring for paths in all raster * Swap root with paths for conf files for raster * Add newline before versionchanged * Revert name to root in conf for ChesapeakeCVPR * Simplify EUDEM tests * paths must be a string if you want autodownload support * Convert list_files to a property * Fix type hints * Test with a real empty directory * Move property `files` up to GeoDataset * Rename root to paths for VectorDataset * Fix mypy * Fix tests * Delete duplicate code * Delete duplicate code * Fix test coverage * Document name change --------- Co-authored-by: Adrian Tofting Co-authored-by: Adrian Tofting Co-authored-by: Adam J. Stewart --- tests/datasets/test_cbf.py | 2 +- tests/datasets/test_chesapeake.py | 2 +- tests/datasets/test_enviroatlas.py | 2 +- tests/datasets/test_openbuildings.py | 10 ++-- torchgeo/datasets/cbf.py | 21 ++++--- torchgeo/datasets/chesapeake.py | 4 +- torchgeo/datasets/enviroatlas.py | 4 +- torchgeo/datasets/geo.py | 88 +++++++++++++--------------- torchgeo/datasets/openbuildings.py | 31 ++++++---- 9 files changed, 85 insertions(+), 79 deletions(-) diff --git a/tests/datasets/test_cbf.py b/tests/datasets/test_cbf.py index eed08281697..e90a309aeaf 100644 --- a/tests/datasets/test_cbf.py +++ b/tests/datasets/test_cbf.py @@ -61,7 +61,7 @@ def test_or(self, dataset: CanadianBuildingFootprints) -> None: assert isinstance(ds, UnionDataset) def test_already_downloaded(self, dataset: CanadianBuildingFootprints) -> None: - CanadianBuildingFootprints(root=dataset.root, download=True) + CanadianBuildingFootprints(dataset.paths, download=True) def test_plot(self, dataset: CanadianBuildingFootprints) -> None: query = dataset.bounds diff --git a/tests/datasets/test_chesapeake.py b/tests/datasets/test_chesapeake.py index ba33de7c465..a659e039ca0 100644 --- a/tests/datasets/test_chesapeake.py +++ b/tests/datasets/test_chesapeake.py @@ -141,7 +141,7 @@ def dataset( ) monkeypatch.setattr( ChesapeakeCVPR, - "files", + "_files", ["de_1m_2013_extended-debuffered-test_tiles", "spatial_index.geojson"], ) root = str(tmp_path) diff --git a/tests/datasets/test_enviroatlas.py b/tests/datasets/test_enviroatlas.py index 53760f3a59f..8f65119fa84 100644 --- a/tests/datasets/test_enviroatlas.py +++ b/tests/datasets/test_enviroatlas.py @@ -47,7 +47,7 @@ def dataset( ) monkeypatch.setattr( EnviroAtlas, - "files", + "_files", ["pittsburgh_pa-2010_1m-train_tiles-debuffered", "spatial_index.geojson"], ) root = str(tmp_path) diff --git a/tests/datasets/test_openbuildings.py b/tests/datasets/test_openbuildings.py index fe66b596ddf..4611599954f 100644 --- a/tests/datasets/test_openbuildings.py +++ b/tests/datasets/test_openbuildings.py @@ -37,7 +37,7 @@ def dataset(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> OpenBuildings: monkeypatch.setattr(OpenBuildings, "md5s", md5s) transforms = nn.Identity() - return OpenBuildings(root=root, transforms=transforms) + return OpenBuildings(root, transforms=transforms) def test_no_shapes_to_rasterize( self, dataset: OpenBuildings, tmp_path: Path @@ -61,19 +61,19 @@ def test_no_building_data_found(self, tmp_path: Path) -> None: with pytest.raises( RuntimeError, match="have manually downloaded the dataset as suggested " ): - OpenBuildings(root=false_root) + OpenBuildings(false_root) def test_corrupted(self, dataset: OpenBuildings, tmp_path: Path) -> None: with open(os.path.join(tmp_path, "000_buildings.csv.gz"), "w") as f: f.write("bad") with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): - OpenBuildings(dataset.root, checksum=True) + OpenBuildings(dataset.paths, checksum=True) def test_no_meta_data_found(self, tmp_path: Path) -> None: false_root = os.path.join(tmp_path, "empty") os.makedirs(false_root) with pytest.raises(FileNotFoundError, match="Meta data file"): - OpenBuildings(root=false_root) + OpenBuildings(false_root) def test_nothing_in_index(self, dataset: OpenBuildings, tmp_path: Path) -> None: # change meta data to another 'title_url' so that there is no match found @@ -85,7 +85,7 @@ def test_nothing_in_index(self, dataset: OpenBuildings, tmp_path: Path) -> None: json.dump(content, f) with pytest.raises(FileNotFoundError, match="data was found in"): - OpenBuildings(dataset.root) + OpenBuildings(dataset.paths) def test_getitem(self, dataset: OpenBuildings) -> None: x = dataset[dataset.bounds] diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py index d9282a0958c..f2fe2b064f6 100644 --- a/torchgeo/datasets/cbf.py +++ b/torchgeo/datasets/cbf.py @@ -4,7 +4,8 @@ """Canadian Building Footprints dataset.""" import os -from typing import Any, Callable, Optional +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union import matplotlib.pyplot as plt from matplotlib.figure import Figure @@ -60,7 +61,7 @@ class CanadianBuildingFootprints(VectorDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: float = 0.00001, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -70,7 +71,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -83,8 +84,11 @@ def __init__( FileNotFoundError: if no files are found in ``root`` RuntimeError: if ``download=False`` and data is not found, or ``checksum=True`` and checksums don't match + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.checksum = checksum if download: @@ -96,7 +100,7 @@ def __init__( + "You can use download=True to download it" ) - super().__init__(root, crs, res, transforms) + super().__init__(paths, crs, res, transforms) def _check_integrity(self) -> bool: """Check integrity of dataset. @@ -104,8 +108,9 @@ def _check_integrity(self) -> bool: Returns: True if dataset files are found and/or MD5s match, else False """ + assert isinstance(self.paths, str) for prov_terr, md5 in zip(self.provinces_territories, self.md5s): - filepath = os.path.join(self.root, prov_terr + ".zip") + filepath = os.path.join(self.paths, prov_terr + ".zip") if not check_integrity(filepath, md5 if self.checksum else None): return False return True @@ -115,11 +120,11 @@ def _download(self) -> None: if self._check_integrity(): print("Files already downloaded and verified") return - + assert isinstance(self.paths, str) for prov_terr, md5 in zip(self.provinces_territories, self.md5s): download_and_extract_archive( self.url + prov_terr + ".zip", - self.root, + self.paths, md5=md5 if self.checksum else None, ) diff --git a/torchgeo/datasets/chesapeake.py b/torchgeo/datasets/chesapeake.py index 1c17fe84bdd..5dd3acb1b97 100644 --- a/torchgeo/datasets/chesapeake.py +++ b/torchgeo/datasets/chesapeake.py @@ -495,7 +495,7 @@ class ChesapeakeCVPR(GeoDataset): ) # these are used to check the integrity of the dataset - files = [ + _files = [ "de_1m_2013_extended-debuffered-test_tiles", "de_1m_2013_extended-debuffered-train_tiles", "de_1m_2013_extended-debuffered-val_tiles", @@ -704,7 +704,7 @@ def exists(filename: str) -> bool: return os.path.exists(os.path.join(self.root, filename)) # Check if the extracted files already exist - if all(map(exists, self.files)): + if all(map(exists, self._files)): return # Check if the zip files have already been downloaded diff --git a/torchgeo/datasets/enviroatlas.py b/torchgeo/datasets/enviroatlas.py index 56732ff1176..551c142eaf4 100644 --- a/torchgeo/datasets/enviroatlas.py +++ b/torchgeo/datasets/enviroatlas.py @@ -80,7 +80,7 @@ class EnviroAtlas(GeoDataset): ) # these are used to check the integrity of the dataset - files = [ + _files = [ "austin_tx-2012_1m-test_tiles-debuffered", "austin_tx-2012_1m-val5_tiles-debuffered", "durham_nc-2012_1m-test_tiles-debuffered", @@ -422,7 +422,7 @@ def exists(filename: str) -> bool: return os.path.exists(os.path.join(self.root, "enviroatlas_lotp", filename)) # Check if the extracted files already exist - if all(map(exists, self.files)): + if all(map(exists, self._files)): return # Check if the zip files have already been downloaded diff --git a/torchgeo/datasets/geo.py b/torchgeo/datasets/geo.py index 09564dbaba1..7c5c68ac654 100644 --- a/torchgeo/datasets/geo.py +++ b/torchgeo/datasets/geo.py @@ -72,9 +72,17 @@ class GeoDataset(Dataset[dict[str, Any]], abc.ABC): dataset = landsat7 | landsat8 """ + paths: Union[str, Iterable[str]] _crs = CRS.from_epsg(4326) _res = 0.0 + #: Glob expression used to search for files. + #: + #: This expression should be specific enough that it will not pick up files from + #: other datasets. It should not include a file extension, as the dataset may be in + #: a different file format than what it was originally downloaded as. + filename_glob = "*" + # NOTE: according to the Python docs: # # * https://docs.python.org/3/library/exceptions.html#NotImplementedError @@ -269,17 +277,36 @@ def res(self, new_res: float) -> None: print(f"Converting {self.__class__.__name__} res from {self.res} to {new_res}") self._res = new_res + @property + def files(self) -> set[str]: + """A list of all files in the dataset. + + Returns: + All files in the dataset. + + .. versionadded:: 0.5 + """ + # Make iterable + if isinstance(self.paths, str): + paths: Iterable[str] = [self.paths] + else: + paths = self.paths + + # Using set to remove any duplicates if directories are overlapping + files: set[str] = set() + for path in paths: + if os.path.isdir(path): + pathname = os.path.join(path, "**", self.filename_glob) + files |= set(glob.iglob(pathname, recursive=True)) + else: + files.add(path) + + return files + class RasterDataset(GeoDataset): """Abstract base class for :class:`GeoDataset` stored as raster files.""" - #: Glob expression used to search for files. - #: - #: This expression should be specific enough that it will not pick up files from - #: other datasets. It should not include a file extension, as the dataset may be in - #: a different file format than what it was originally downloaded as. - filename_glob = "*" - #: Regular expression used to extract date from filename. #: #: The expression should use named groups. The expression may contain any number of @@ -423,32 +450,6 @@ def __init__( self._crs = cast(CRS, crs) self._res = cast(float, res) - @property - def files(self) -> set[str]: - """A list of all files in the dataset. - - Returns: - All files in the dataset. - - .. versionadded:: 0.5 - """ - # Make iterable - if isinstance(self.paths, str): - paths: Iterable[str] = [self.paths] - else: - paths = self.paths - - # Using set to remove any duplicates if directories are overlapping - files: set[str] = set() - for path in paths: - if os.path.isdir(path): - pathname = os.path.join(path, "**", self.filename_glob) - files |= set(glob.iglob(pathname, recursive=True)) - else: - files.add(path) - - return files - def __getitem__(self, query: BoundingBox) -> dict[str, Any]: """Retrieve image/mask and metadata indexed by query. @@ -571,16 +572,9 @@ def _load_warp_file(self, filepath: str) -> DatasetReader: class VectorDataset(GeoDataset): """Abstract base class for :class:`GeoDataset` stored as vector files.""" - #: Glob expression used to search for files. - #: - #: This expression should be specific enough that it will not pick up files from - #: other datasets. It should not include a file extension, as the dataset may be in - #: a different file format than what it was originally downloaded as. - filename_glob = "*" - def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: float = 0.0001, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -589,7 +583,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -603,16 +597,18 @@ def __init__( .. versionadded:: 0.4 The *label_name* parameter. + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ super().__init__(transforms) - self.root = root + self.paths = paths self.label_name = label_name # Populate the dataset index i = 0 - pathname = os.path.join(root, "**", self.filename_glob) - for filepath in glob.iglob(pathname, recursive=True): + for filepath in self.files: try: with fiona.open(filepath) as src: if crs is None: @@ -633,7 +629,7 @@ def __init__( i += 1 if i == 0: - msg = f"No {self.__class__.__name__} data was found in `root='{root}'`" + msg = f"No {self.__class__.__name__} data was found in `root='{paths}'`" raise FileNotFoundError(msg) self._crs = crs diff --git a/torchgeo/datasets/openbuildings.py b/torchgeo/datasets/openbuildings.py index a714beb9a37..32c66d73199 100644 --- a/torchgeo/datasets/openbuildings.py +++ b/torchgeo/datasets/openbuildings.py @@ -7,7 +7,8 @@ import json import os import sys -from typing import Any, Callable, Optional, cast +from collections.abc import Iterable +from typing import Any, Callable, Optional, Union, cast import fiona import fiona.transform @@ -205,7 +206,7 @@ class OpenBuildings(VectorDataset): def __init__( self, - root: str = "data", + paths: Union[str, Iterable[str]] = "data", crs: Optional[CRS] = None, res: float = 0.0001, transforms: Optional[Callable[[dict[str, Any]], dict[str, Any]]] = None, @@ -214,7 +215,7 @@ def __init__( """Initialize a new Dataset instance. Args: - root: root directory where dataset can be found + paths: one or more root directories to search or files to load crs: :term:`coordinate reference system (CRS)` to warp to (defaults to the CRS of the first file found) res: resolution of the dataset in units of CRS @@ -224,11 +225,13 @@ def __init__( Raises: FileNotFoundError: if no files are found in ``root`` + + .. versionchanged:: 0.5 + *root* was renamed to *paths*. """ - self.root = root + self.paths = paths self.res = res self.checksum = checksum - self.root = root self.res = res self.transforms = transforms @@ -237,7 +240,8 @@ def __init__( # Create an R-tree to index the dataset using the polygon centroid as bounds self.index = Index(interleaved=False, properties=Property(dimension=3)) - with open(os.path.join(root, "tiles.geojson")) as f: + assert isinstance(self.paths, str) + with open(os.path.join(self.paths, "tiles.geojson")) as f: data = json.load(f) features = data["features"] @@ -245,7 +249,7 @@ def __init__( feature["properties"]["tile_url"].split("/")[-1] for feature in features ] # get csv filename - polygon_files = glob.glob(os.path.join(self.root, self.zipfile_glob)) + polygon_files = glob.glob(os.path.join(self.paths, self.zipfile_glob)) polygon_filenames = [f.split(os.sep)[-1] for f in polygon_files] matched_features = [ @@ -274,14 +278,14 @@ def __init__( coords = (minx, maxx, miny, maxy, mint, maxt) filepath = os.path.join( - self.root, feature["properties"]["tile_url"].split("/")[-1] + self.paths, feature["properties"]["tile_url"].split("/")[-1] ) self.index.insert(i, coords, filepath) i += 1 if i == 0: raise FileNotFoundError( - f"No {self.__class__.__name__} data was found in '{self.root}'" + f"No {self.__class__.__name__} data was found in '{self.paths}'" ) self._crs = crs @@ -398,7 +402,8 @@ def _verify(self) -> None: FileNotFoundError: if metadata file is not found in root """ # Check if the zip files have already been downloaded and checksum - pathname = os.path.join(self.root, self.zipfile_glob) + assert isinstance(self.paths, str) + pathname = os.path.join(self.paths, self.zipfile_glob) i = 0 for zipfile in glob.iglob(pathname): filename = os.path.basename(zipfile) @@ -410,14 +415,14 @@ def _verify(self) -> None: return # check if the metadata file has been downloaded - if not os.path.exists(os.path.join(self.root, self.meta_data_filename)): + if not os.path.exists(os.path.join(self.paths, self.meta_data_filename)): raise FileNotFoundError( f"Meta data file {self.meta_data_filename} " - f"not found in in `root={self.root}`." + f"not found in in `root={self.paths}`." ) raise RuntimeError( - f"Dataset not found in `root={self.root}` " + f"Dataset not found in `root={self.paths}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as suggested in the documentation." ) From 0547a6563db46ec147e7f8b4dc17c68c0bc50d29 Mon Sep 17 00:00:00 2001 From: Nils Lehmann <35272119+nilsleh@users.noreply.github.com> Date: Sat, 30 Sep 2023 17:55:12 +0200 Subject: [PATCH 044/113] Correct the seco weight names (#1593) * upload correct weight * fixed again... * another upload * Actually test weights are loaded correctly * Black fixes * MoCo model was not supposed to have changed * Semi-strict tests --------- Co-authored-by: Adam J. Stewart --- torchgeo/models/resnet.py | 16 ++++++++++++---- torchgeo/models/vit.py | 6 +++++- 2 files changed, 17 insertions(+), 5 deletions(-) diff --git a/torchgeo/models/resnet.py b/torchgeo/models/resnet.py index 082899d572e..88d6feaa538 100644 --- a/torchgeo/models/resnet.py +++ b/torchgeo/models/resnet.py @@ -94,7 +94,7 @@ class ResNet18_Weights(WeightsEnum): # type: ignore[misc] ) SENTINEL2_RGB_SECO = Weights( - url="https://huggingface.co/torchgeo/resnet18_sentinel2_rgb_seco/resolve/main/resnet18_sentinel2_rgb_seco-9976a9cb.pth", # noqa: E501 + url="https://huggingface.co/torchgeo/resnet18_sentinel2_rgb_seco/resolve/main/resnet18_sentinel2_rgb_seco-cefca942.pth", # noqa: E501 transforms=_seco_transforms, meta={ "dataset": "SeCo Dataset", @@ -182,7 +182,7 @@ class ResNet50_Weights(WeightsEnum): # type: ignore[misc] ) SENTINEL2_RGB_SECO = Weights( - url="https://huggingface.co/torchgeo/resnet50_sentinel2_rgb_seco/resolve/main/resnet50_sentinel2_rgb_seco-584035db.pth", # noqa: E501 + url="https://huggingface.co/torchgeo/resnet50_sentinel2_rgb_seco/resolve/main/resnet50_sentinel2_rgb_seco-018bf397.pth", # noqa: E501 transforms=_seco_transforms, meta={ "dataset": "SeCo Dataset", @@ -220,7 +220,11 @@ def resnet18( model: ResNet = timm.create_model("resnet18", *args, **kwargs) if weights: - model.load_state_dict(weights.get_state_dict(progress=True), strict=False) + missing_keys, unexpected_keys = model.load_state_dict( + weights.get_state_dict(progress=True), strict=False + ) + assert set(missing_keys) <= {"fc.weight", "fc.bias"} + assert not unexpected_keys return model @@ -251,6 +255,10 @@ def resnet50( model: ResNet = timm.create_model("resnet50", *args, **kwargs) if weights: - model.load_state_dict(weights.get_state_dict(progress=True), strict=False) + missing_keys, unexpected_keys = model.load_state_dict( + weights.get_state_dict(progress=True), strict=False + ) + assert set(missing_keys) <= {"fc.weight", "fc.bias"} + assert not unexpected_keys return model diff --git a/torchgeo/models/vit.py b/torchgeo/models/vit.py index 7080257852c..316399c7473 100644 --- a/torchgeo/models/vit.py +++ b/torchgeo/models/vit.py @@ -94,6 +94,10 @@ def vit_small_patch16_224( ) if weights: - model.load_state_dict(weights.get_state_dict(progress=True), strict=False) + missing_keys, unexpected_keys = model.load_state_dict( + weights.get_state_dict(progress=True), strict=False + ) + assert set(missing_keys) <= {"head.weight", "head.bias"} + assert not unexpected_keys return model From 0162f0a70001eaf050314b5b28a52d0a6e9292b8 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sat, 30 Sep 2023 10:56:40 -0500 Subject: [PATCH 045/113] SKIPP'D: document version added (#1601) --- torchgeo/datamodules/skippd.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/torchgeo/datamodules/skippd.py b/torchgeo/datamodules/skippd.py index 8367f776ff6..b76eb3e1e92 100644 --- a/torchgeo/datamodules/skippd.py +++ b/torchgeo/datamodules/skippd.py @@ -15,6 +15,8 @@ class SKIPPDDataModule(NonGeoDataModule): Implements 80/20 train/val splits on train_val set. See :func:`setup` for more details. + + .. versionadded:: 0.5 """ def __init__( From f8f3f8a5416935e784b264f7e7c12a70b1283996 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sat, 30 Sep 2023 10:56:55 -0500 Subject: [PATCH 046/113] Don't document param change for new datasets (#1602) --- torchgeo/datasets/l7irish.py | 3 --- torchgeo/datasets/l8biome.py | 3 --- torchgeo/datasets/nlcd.py | 3 --- 3 files changed, 9 deletions(-) diff --git a/torchgeo/datasets/l7irish.py b/torchgeo/datasets/l7irish.py index 8fa36daad1d..5f1fd760199 100644 --- a/torchgeo/datasets/l7irish.py +++ b/torchgeo/datasets/l7irish.py @@ -118,9 +118,6 @@ def __init__( Raises: RuntimeError: if ``download=False`` and data is not found, or checksums don't match - - .. versionchanged:: 0.5 - *root* was renamed to *paths*. """ self.paths = paths self.download = download diff --git a/torchgeo/datasets/l8biome.py b/torchgeo/datasets/l8biome.py index 01937dd7a69..68444df0ce8 100644 --- a/torchgeo/datasets/l8biome.py +++ b/torchgeo/datasets/l8biome.py @@ -117,9 +117,6 @@ def __init__( Raises: RuntimeError: if ``download=False`` and data is not found, or checksums don't match - - .. versionchanged:: 0.5 - *root* was renamed to *paths*. """ self.paths = paths self.download = download diff --git a/torchgeo/datasets/nlcd.py b/torchgeo/datasets/nlcd.py index da6479e289e..de2b0c7bd92 100644 --- a/torchgeo/datasets/nlcd.py +++ b/torchgeo/datasets/nlcd.py @@ -138,9 +138,6 @@ def __init__( AssertionError: if ``years`` or ``classes`` are invalid FileNotFoundError: if no files are found in ``paths`` RuntimeError: if ``download=False`` but dataset is missing or checksum fails - - .. versionchanged:: 0.5 - *root* was renamed to *paths*. """ assert set(years) <= self.md5s.keys(), ( "NLCD data product only exists for the following years: " From 18139b440bd4e403e2d4c0d01700bbadc53d21e4 Mon Sep 17 00:00:00 2001 From: Nils Lehmann <35272119+nilsleh@users.noreply.github.com> Date: Sat, 30 Sep 2023 20:50:43 +0200 Subject: [PATCH 047/113] SSL4EO-L Weights (#1482) * ssl4eo landsat 18 weights * add resnet and vit moco weights under new hf repo * add simclr ssl checkpoint * add docs * order models and new csv tablesf for docs * adjust spacing of table * lots of numbers and formatting * missing resnet etm-sr weights * fix failing tests * check slow tests * Fix URL checksum * fix weight names * Use 2 digits for all metrics * hyphen -> en dash * Use 2 digits for all metrics * Landsat first * EOL char before EOF char --------- Co-authored-by: Adam J. Stewart --- docs/api/landsat_pretrained_weights.csv | 31 ++ docs/api/misc_pretrained_weights.csv | 2 + docs/api/models.rst | 54 +++- docs/api/sentinel1_pretrained_weights.csv | 2 + ...s.csv => sentinel2_pretrained_weights.csv} | 4 +- docs/api/vit_pretrained_weights.csv | 3 - tests/models/test_resnet.py | 8 +- tests/models/test_vit.py | 4 +- torchgeo/models/resnet.py | 267 ++++++++++++++++++ torchgeo/models/vit.py | 137 +++++++++ 10 files changed, 492 insertions(+), 20 deletions(-) create mode 100644 docs/api/landsat_pretrained_weights.csv create mode 100644 docs/api/misc_pretrained_weights.csv create mode 100644 docs/api/sentinel1_pretrained_weights.csv rename docs/api/{resnet_pretrained_weights.csv => sentinel2_pretrained_weights.csv} (78%) delete mode 100644 docs/api/vit_pretrained_weights.csv diff --git a/docs/api/landsat_pretrained_weights.csv b/docs/api/landsat_pretrained_weights.csv new file mode 100644 index 00000000000..b5b9fcba74f --- /dev/null +++ b/docs/api/landsat_pretrained_weights.csv @@ -0,0 +1,31 @@ +Weight,Landsat,Channels,Source,Citation,NLCD (Acc),NLCD (mIoU),CDL (Acc),CDL (mIoU) +ResNet18_Weights.LANDSAT_TM_TOA_MOCO,4--5,5,`link `__,`link `__,67.65,51.11,68.70,52.32 +ResNet18_Weights.LANDSAT_TM_TOA_SIMCLR,4--5,5,`link `__,`link `__,60.86,43.74,61.94,44.86 +ResNet50_Weights.LANDSAT_TM_TOA_MOCO,4--5,5,`link `__,`link `__,68.75,53.28,69.45,53.20 +ResNet50_Weights.LANDSAT_TM_TOA_SIMCLR,4--5,5,`link `__,`link `__,62.05,44.98,62.80,45.77 +ViTSmall16_Weights.LANDSAT_TM_TOA_MOCO,4--5,5,`link `__,`link `__,67.17,50.57,67.60,51.07 +ViTSmall16_Weights.LANDSAT_TM_TOA_SIMCLR,4--5,5,`link `__,`link `__,66.82,50.17,66.92,50.28 +ResNet18_Weights.LANDSAT_ETM_TOA_MOCO,7,9,`link `__,`link `__,65.22,48.39,62.84,45.81 +ResNet18_Weights.LANDSAT_ETM_TOA_SIMCLR,7,9,`link `__,`link `__,58.76,41.60,56.47,39.34 +ResNet50_Weights.LANDSAT_ETM_TOA_MOCO,7,9,`link `__,`link `__,66.60,49.92,64.12,47.19 +ResNet50_Weights.LANDSAT_ETM_TOA_SIMCLR,7,9,`link `__,`link `__,57.17,40.02,54.95,37.88 +ViTSmall16_Weights.LANDSAT_ETM_TOA_MOCO,7,9,`link `__,`link `__,63.75,46.79,60.88,43.70 +ViTSmall16_Weights.LANDSAT_ETM_TOA_SIMCLR,7,9,`link `__,`link `__,63.33,46.34,59.06,41.91 +ResNet18_Weights.LANDSAT_ETM_SR_MOCO,7,6,`link `__,`link `__,64.18,47.25,67.30,50.71 +ResNet18_Weights.LANDSAT_ETM_SR_SIMCLR,7,6,`link `__,`link `__,57.26,40.11,54.42,37.48 +ResNet50_Weights.LANDSAT_ETM_SR_MOCO,7,6,`link `__,`link `__,64.37,47.46,62.35,45.30 +ResNet50_Weights.LANDSAT_ETM_SR_SIMCLR,7,6,`link `__,`link `__,57.79,40.64,55.69,38.59 +ViTSmall16_Weights.LANDSAT_ETM_SR_MOCO,7,6,`link `__,`link `__,64.09,47.21,52.37,35.48 +ViTSmall16_Weights.LANDSAT_ETM_SR_SIMCLR,7,6,`link `__,`link `__,63.99,47.05,53.17,36.21 +ResNet18_Weights.LANDSAT_OLI_TIRS_TOA_MOCO,8--9,11,`link `__,`link `__,67.82,51.30,65.74,48.96 +ResNet18_Weights.LANDSAT_OLI_TIRS_TOA_SIMCLR,8--9,11,`link `__,`link `__,62.14,45.08,60.01,42.86 +ResNet50_Weights.LANDSAT_OLI_TIRS_TOA_MOCO,8--9,11,`link `__,`link `__,69.17,52.87,67.29,50.70 +ResNet50_Weights.LANDSAT_OLI_TIRS_TOA_SIMCLR,8--9,11,`link `__,`link `__,64.66,47.78,62.08,45.01 +ViTSmall16_Weights.LANDSAT_OLI_TIRS_TOA_MOCO,8--9,11,`link `__,`link `__,67.11,50.49,64.62,47.73 +ViTSmall16_Weights.LANDSAT_OLI_TIRS_TOA_SIMCLR,8--9,11,`link `__,`link `__,66.12,49.39,63.88,46.94 +ResNet18_Weights.LANDSAT_OLI_SR_MOCO,8--9,7,`link `__,`link `__,67.01,50.39,68.05,51.57 +ResNet18_Weights.LANDSAT_OLI_SR_SIMCLR,8--9,7,`link `__,`link `__,59.93,42.79,57.44,40.30 +ResNet50_Weights.LANDSAT_OLI_SR_MOCO,8--9,7,`link `__,`link `__,67.44,50.88,65.96,49.21 +ResNet50_Weights.LANDSAT_OLI_SR_SIMCLR,8--9,7,`link `__,`link `__,63.65,46.68,60.01,43.17 +ViTSmall16_Weights.LANDSAT_OLI_SR_MOCO,8--9,7,`link `__,`link `__,66.81,50.16,64.17,47.24 +ViTSmall16_Weights.LANDSAT_OLI_SR_SIMCLR,8--9,7,`link `__,`link `__,65.04,48.20,62.61,45.46 diff --git a/docs/api/misc_pretrained_weights.csv b/docs/api/misc_pretrained_weights.csv new file mode 100644 index 00000000000..43dd4c5405b --- /dev/null +++ b/docs/api/misc_pretrained_weights.csv @@ -0,0 +1,2 @@ +Weight,Channels,Source,Citation +ResNet50_Weights.FMOW_RGB_GASSL, 3,`link `__,`link `__ diff --git a/docs/api/models.rst b/docs/api/models.rst index 4e9889c1f1c..53d8bf0092a 100644 --- a/docs/api/models.rst +++ b/docs/api/models.rst @@ -39,24 +39,12 @@ ResNet .. autoclass:: ResNet18_Weights .. autoclass:: ResNet50_Weights -.. csv-table:: - :widths: 45 10 10 10 15 10 10 10 - :header-rows: 1 - :align: center - :file: resnet_pretrained_weights.csv - Vision Transformer ^^^^^^^^^^^^^^^^^^ .. autofunction:: vit_small_patch16_224 .. autoclass:: ViTSmall16_Weights -.. csv-table:: - :widths: 45 10 10 10 15 10 10 10 - :header-rows: 1 - :align: center - :file: vit_pretrained_weights.csv - Utility Functions ^^^^^^^^^^^^^^^^^ @@ -64,3 +52,45 @@ Utility Functions .. autofunction:: get_model_weights .. autofunction:: get_weight .. autofunction:: list_models + + +Pretrained Weights +^^^^^^^^^^^^^^^^^^ + +Landsat +------- + +.. csv-table:: + :widths: 65 10 10 10 10 10 10 10 10 + :header-rows: 1 + :align: center + :file: landsat_pretrained_weights.csv + + +Sentinel-1 +---------- + +.. csv-table:: + :widths: 45 10 10 10 + :header-rows: 1 + :align: center + :file: sentinel1_pretrained_weights.csv + + +Sentinel-2 +---------- + +.. csv-table:: + :widths: 45 10 10 10 15 10 10 10 + :header-rows: 1 + :align: center + :file: sentinel2_pretrained_weights.csv + +Other Data Sources +------------------ + +.. csv-table:: + :widths: 45 10 10 10 + :header-rows: 1 + :align: center + :file: misc_pretrained_weights.csv diff --git a/docs/api/sentinel1_pretrained_weights.csv b/docs/api/sentinel1_pretrained_weights.csv new file mode 100644 index 00000000000..75e1224d30b --- /dev/null +++ b/docs/api/sentinel1_pretrained_weights.csv @@ -0,0 +1,2 @@ +Weight,Channels,Source,Citation +ResNet50_Weights.SENTINEL1_ALL_MOCO, 2,`link `__,`link `__ diff --git a/docs/api/resnet_pretrained_weights.csv b/docs/api/sentinel2_pretrained_weights.csv similarity index 78% rename from docs/api/resnet_pretrained_weights.csv rename to docs/api/sentinel2_pretrained_weights.csv index 8eef92e4e46..8952b74c42f 100644 --- a/docs/api/resnet_pretrained_weights.csv +++ b/docs/api/sentinel2_pretrained_weights.csv @@ -2,9 +2,9 @@ Weight,Channels,Source,Citation,BigEarthNet,EuroSAT,So2Sat,OSCD ResNet18_Weights.SENTINEL2_ALL_MOCO,13,`link `__,`link `__,,,, ResNet18_Weights.SENTINEL2_RGB_MOCO, 3,`link `__,`link `__,,,, ResNet18_Weights.SENTINEL2_RGB_SECO, 3,`link `__,`link `__,87.27,93.14,,46.94 -ResNet50_Weights.FMOW_RGB_GASSL, 3,`link `__,`link `__,,,, -ResNet50_Weights.SENTINEL1_ALL_MOCO, 2,`link `__,`link `__,,,, ResNet50_Weights.SENTINEL2_ALL_DINO,13,`link `__,`link `__,90.7,99.1,63.6, ResNet50_Weights.SENTINEL2_ALL_MOCO,13,`link `__,`link `__,91.8,99.1,60.9, ResNet50_Weights.SENTINEL2_RGB_MOCO, 3,`link `__,`link `__,,,, ResNet50_Weights.SENTINEL2_RGB_SECO, 3,`link `__,`link `__,87.81,,, +ViTSmall16_Weights.SENTINEL2_ALL_DINO,13,`link `__,`link `__,90.5,99.0,62.2, +ViTSmall16_Weights.SENTINEL2_ALL_MOCO,13,`link `__,`link `__,89.9,98.6,61.6, diff --git a/docs/api/vit_pretrained_weights.csv b/docs/api/vit_pretrained_weights.csv deleted file mode 100644 index 9f6899a7eb5..00000000000 --- a/docs/api/vit_pretrained_weights.csv +++ /dev/null @@ -1,3 +0,0 @@ -Weight,Channels,Source,Citation,BigEarthNet,EuroSAT,So2Sat,OSCD -ViTSmall16_Weights.SENTINEL2_ALL_DINO,13,`link `__,`link `__,90.5,99.0,62.2, -ViTSmall16_Weights.SENTINEL2_ALL_MOCO,13,`link `__,`link `__,89.9,98.6,61.6, diff --git a/tests/models/test_resnet.py b/tests/models/test_resnet.py index f6b6eba0293..90318bb4b0c 100644 --- a/tests/models/test_resnet.py +++ b/tests/models/test_resnet.py @@ -47,7 +47,9 @@ def test_resnet_weights(self, mocked_weights: WeightsEnum) -> None: def test_transforms(self, mocked_weights: WeightsEnum) -> None: c = mocked_weights.meta["in_chans"] - sample = {"image": torch.arange(c * 4 * 4, dtype=torch.float).view(c, 4, 4)} + sample = { + "image": torch.arange(c * 224 * 224, dtype=torch.float).view(c, 224, 224) + } mocked_weights.transforms(sample) @pytest.mark.slow @@ -82,7 +84,9 @@ def test_resnet_weights(self, mocked_weights: WeightsEnum) -> None: def test_transforms(self, mocked_weights: WeightsEnum) -> None: c = mocked_weights.meta["in_chans"] - sample = {"image": torch.arange(c * 4 * 4, dtype=torch.float).view(c, 4, 4)} + sample = { + "image": torch.arange(c * 224 * 224, dtype=torch.float).view(c, 224, 224) + } mocked_weights.transforms(sample) @pytest.mark.slow diff --git a/tests/models/test_vit.py b/tests/models/test_vit.py index 37baf9d9c2f..ea4b509ca95 100644 --- a/tests/models/test_vit.py +++ b/tests/models/test_vit.py @@ -49,7 +49,9 @@ def test_vit_weights(self, mocked_weights: WeightsEnum) -> None: def test_transforms(self, mocked_weights: WeightsEnum) -> None: c = mocked_weights.meta["in_chans"] - sample = {"image": torch.arange(c * 4 * 4, dtype=torch.float).view(c, 4, 4)} + sample = { + "image": torch.arange(c * 224 * 224, dtype=torch.float).view(c, 224, 224) + } mocked_weights.transforms(sample) @pytest.mark.slow diff --git a/torchgeo/models/resnet.py b/torchgeo/models/resnet.py index 88d6feaa538..fb254c166e4 100644 --- a/torchgeo/models/resnet.py +++ b/torchgeo/models/resnet.py @@ -52,6 +52,13 @@ data_keys=["image"], ) +# https://github.com/microsoft/torchgeo/blob/8b53304d42c269f9001cb4e861a126dc4b462606/torchgeo/datamodules/ssl4eo_benchmark.py#L43 # noqa: E501 +_ssl4eo_l_transforms = AugmentationSequential( + K.Normalize(mean=torch.tensor(0), std=torch.tensor(255)), + K.CenterCrop((224, 224)), + data_keys=["image"], +) + # https://github.com/pytorch/vision/pull/6883 # https://github.com/pytorch/vision/pull/7107 # Can be removed once torchvision>=0.15 is required @@ -67,6 +74,136 @@ class ResNet18_Weights(WeightsEnum): # type: ignore[misc] .. versionadded:: 0.4 """ + LANDSAT_TM_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_tm_toa_moco-1c691b4f.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_TM_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_tm_toa_simclr-d2d38ace.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_ETM_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_etm_toa_moco-bb88689c.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 9, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_ETM_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_etm_toa_simclr-4d813f79.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 9, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_ETM_SR_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_etm_sr_moco-4f078acd.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 6, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_ETM_SR_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_etm_sr_simclr-8e8543b4.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 6, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_OLI_TIRS_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_oli_tirs_toa_moco-a3002f51.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 11, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_OLI_TIRS_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_oli_tirs_toa_simclr-b0635cc6.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 11, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_OLI_SR_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_oli_sr_moco-660e82ed.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_OLI_SR_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet18_landsat_oli_sr_simclr-7bced5be.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + SENTINEL2_ALL_MOCO = Weights( url="https://huggingface.co/torchgeo/resnet18_sentinel2_all_moco/resolve/main/resnet18_sentinel2_all_moco-59bfdff9.pth", # noqa: E501 transforms=_zhu_xlab_transforms, @@ -129,6 +266,136 @@ class ResNet50_Weights(WeightsEnum): # type: ignore[misc] }, ) + LANDSAT_TM_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_tm_toa_moco-ba1ce753.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_TM_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_tm_toa_simclr-a1c93432.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_ETM_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_etm_toa_moco-e9a84d5a.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 9, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_ETM_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_etm_toa_simclr-70b5575f.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 9, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_ETM_SR_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_etm_sr_moco-1266cde3.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 6, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_ETM_SR_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_etm_sr_simclr-e5d185d7.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 6, + "model": "resnet18", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_OLI_TIRS_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_oli_tirs_toa_moco-de7f5e0f.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 11, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_OLI_TIRS_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_oli_tirs_toa_simclr-030cebfe.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 11, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_OLI_SR_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_oli_sr_moco-ff580dad.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_OLI_SR_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/resnet50_landsat_oli_sr_simclr-94f78913.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "resnet50", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + SENTINEL1_ALL_MOCO = Weights( url="https://huggingface.co/torchgeo/resnet50_sentinel1_all_moco/resolve/main/resnet50_sentinel1_all_moco-906e4356.pth", # noqa: E501 transforms=_zhu_xlab_transforms, diff --git a/torchgeo/models/vit.py b/torchgeo/models/vit.py index 316399c7473..99bd7c23acc 100644 --- a/torchgeo/models/vit.py +++ b/torchgeo/models/vit.py @@ -25,6 +25,13 @@ data_keys=["image"], ) +# https://github.com/microsoft/torchgeo/blob/8b53304d42c269f9001cb4e861a126dc4b462606/torchgeo/datamodules/ssl4eo_benchmark.py#L43 # noqa: E501 +_ssl4eo_l_transforms = AugmentationSequential( + K.Normalize(mean=torch.tensor(0), std=torch.tensor(255)), + K.CenterCrop((224, 224)), + data_keys=["image"], +) + # https://github.com/pytorch/vision/pull/6883 # https://github.com/pytorch/vision/pull/7107 # Can be removed once torchvision>=0.15 is required @@ -40,6 +47,136 @@ class ViTSmall16_Weights(WeightsEnum): # type: ignore[misc] .. versionadded:: 0.4 """ + LANDSAT_TM_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_tm_toa_moco-a1c967d8.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_TM_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_tm_toa_simclr-7c2d9799.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_ETM_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_etm_toa_moco-26d19bcf.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 9, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_ETM_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_etm_toa_simclr-34fb12cb.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 9, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_ETM_SR_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_etm_sr_moco-eaa4674e.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 6, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_ETM_SR_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_etm_sr_simclr-a14c466a.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 6, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_OLI_TIRS_TOA_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_oli_tirs_toa_moco-c7c2cceb.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 11, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_OLI_TIRS_TOA_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_oli_tirs_toa_simclr-ad43e9a4.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 11, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + + LANDSAT_OLI_SR_MOCO = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_oli_sr_moco-c9b8898d.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "moco", + }, + ) + + LANDSAT_OLI_SR_SIMCLR = Weights( + url="https://huggingface.co/torchgeo/ssl4eo_landsat/resolve/main/vits16_landsat_oli_sr_simclr-4e8f6102.pth", # noqa: E501 + transforms=_ssl4eo_l_transforms, + meta={ + "dataset": "SSL4EO-L", + "in_chans": 7, + "model": "vit_small_patch16_224", + "publication": "https://arxiv.org/abs/2306.09424", + "repo": "https://github.com/microsoft/torchgeo", + "ssl_method": "simclr", + }, + ) + SENTINEL2_ALL_DINO = Weights( url="https://huggingface.co/torchgeo/vit_small_patch16_224_sentinel2_all_dino/resolve/main/vit_small_patch16_224_sentinel2_all_dino-36bcc127.pth", # noqa: E501 transforms=_zhu_xlab_transforms, From 68f37da1553d1c8dd36d79851e24ac298e05a3cf Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sat, 30 Sep 2023 16:43:39 -0500 Subject: [PATCH 048/113] 0.5.0 release (#1604) * 0.5.0 release * Fix caching hash * Warnings not raised because not final layer * Skip tests that require optional deps * Isort fixes * Fix? ChesapeakeCVPR tests * Hack to avoid GeoDataset bug --- .github/workflows/release.yaml | 6 +++--- .github/workflows/tutorials.yaml | 2 +- docs/tutorials/getting_started.ipynb | 1 + tests/datasets/test_advance.py | 1 + tests/datasets/test_skippd.py | 2 ++ tests/trainers/test_detection.py | 3 +++ tests/trainers/test_moco.py | 24 ++++++++++-------------- tests/trainers/test_regression.py | 3 +++ tests/trainers/test_simclr.py | 24 ++++++++++-------------- torchgeo/__init__.py | 2 +- torchgeo/datamodules/chesapeake.py | 2 +- 11 files changed, 36 insertions(+), 34 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index ea4ae2634ae..f5095fd38da 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -22,7 +22,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: pip install .[tests] @@ -48,7 +48,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: pip install .[datasets,tests] @@ -74,7 +74,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: pip install .[docs,tests] planetary_computer pystac diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index d94b77db83c..cc575eab1f4 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -26,7 +26,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('setup.cfg') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: pip install .[docs,tests] planetary_computer pystac diff --git a/docs/tutorials/getting_started.ipynb b/docs/tutorials/getting_started.ipynb index 826bcd0abc6..bfae62e29a7 100644 --- a/docs/tutorials/getting_started.ipynb +++ b/docs/tutorials/getting_started.ipynb @@ -189,6 +189,7 @@ "outputs": [], "source": [ "chesapeake_root = os.path.join(tempfile.gettempdir(), \"chesapeake\")\n", + "os.makedirs(chesapeake_root, exist_ok=True)\n", "chesapeake = ChesapeakeDE(chesapeake_root, crs=naip.crs, res=naip.res, download=True)" ] }, diff --git a/tests/datasets/test_advance.py b/tests/datasets/test_advance.py index abbffbf47c5..9da0976e3ab 100644 --- a/tests/datasets/test_advance.py +++ b/tests/datasets/test_advance.py @@ -81,6 +81,7 @@ def test_mock_missing_module( dataset[0] def test_plot(self, dataset: ADVANCE) -> None: + pytest.importorskip("scipy", minversion="1.6.2") x = dataset[0].copy() dataset.plot(x, suptitle="Test") plt.close() diff --git a/tests/datasets/test_skippd.py b/tests/datasets/test_skippd.py index cc6aebe2cf9..838f4d67032 100644 --- a/tests/datasets/test_skippd.py +++ b/tests/datasets/test_skippd.py @@ -18,6 +18,8 @@ import torchgeo.datasets.utils from torchgeo.datasets import SKIPPD +pytest.importorskip("h5py", minversion="3") + def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: shutil.copy(url, root) diff --git a/tests/trainers/test_detection.py b/tests/trainers/test_detection.py index a4e84277b4b..a05e1820dbf 100644 --- a/tests/trainers/test_detection.py +++ b/tests/trainers/test_detection.py @@ -17,6 +17,9 @@ from torchgeo.main import main from torchgeo.trainers import ObjectDetectionTask +# MAP metric requires pycocotools to be installed +pytest.importorskip("pycocotools") + class PredictObjectDetectionDataModule(NASAMarineDebrisDataModule): def setup(self, stage: str) -> None: diff --git a/tests/trainers/test_moco.py b/tests/trainers/test_moco.py index 8657777aa32..a4d19fc98f2 100644 --- a/tests/trainers/test_moco.py +++ b/tests/trainers/test_moco.py @@ -128,20 +128,16 @@ def test_weight_str(self, mocked_weights: WeightsEnum) -> None: @pytest.mark.slow def test_weight_enum_download(self, weights: WeightsEnum) -> None: - match = "num classes .* != num classes in pretrained model" - with pytest.warns(UserWarning, match=match): - MoCoTask( - model=weights.meta["model"], - weights=weights, - in_channels=weights.meta["in_chans"], - ) + MoCoTask( + model=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow def test_weight_str_download(self, weights: WeightsEnum) -> None: - match = "num classes .* != num classes in pretrained model" - with pytest.warns(UserWarning, match=match): - MoCoTask( - model=weights.meta["model"], - weights=str(weights), - in_channels=weights.meta["in_chans"], - ) + MoCoTask( + model=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) diff --git a/tests/trainers/test_regression.py b/tests/trainers/test_regression.py index 74c773e9ceb..3f13df0737e 100644 --- a/tests/trainers/test_regression.py +++ b/tests/trainers/test_regression.py @@ -66,6 +66,9 @@ def create_model(*args: Any, **kwargs: Any) -> Module: def test_trainer( self, monkeypatch: MonkeyPatch, name: str, fast_dev_run: bool ) -> None: + if name == "skippd": + pytest.importorskip("h5py", minversion="3") + config = os.path.join("tests", "conf", name + ".yaml") monkeypatch.setattr(timm, "create_model", self.create_model) diff --git a/tests/trainers/test_simclr.py b/tests/trainers/test_simclr.py index c7d841a8751..b7629cb3654 100644 --- a/tests/trainers/test_simclr.py +++ b/tests/trainers/test_simclr.py @@ -126,20 +126,16 @@ def test_weight_str(self, mocked_weights: WeightsEnum) -> None: @pytest.mark.slow def test_weight_enum_download(self, weights: WeightsEnum) -> None: - match = "num classes .* != num classes in pretrained model" - with pytest.warns(UserWarning, match=match): - SimCLRTask( - model=weights.meta["model"], - weights=weights, - in_channels=weights.meta["in_chans"], - ) + SimCLRTask( + model=weights.meta["model"], + weights=weights, + in_channels=weights.meta["in_chans"], + ) @pytest.mark.slow def test_weight_str_download(self, weights: WeightsEnum) -> None: - match = "num classes .* != num classes in pretrained model" - with pytest.warns(UserWarning, match=match): - SimCLRTask( - model=weights.meta["model"], - weights=str(weights), - in_channels=weights.meta["in_chans"], - ) + SimCLRTask( + model=weights.meta["model"], + weights=str(weights), + in_channels=weights.meta["in_chans"], + ) diff --git a/torchgeo/__init__.py b/torchgeo/__init__.py index f09454f830d..36c456170d2 100644 --- a/torchgeo/__init__.py +++ b/torchgeo/__init__.py @@ -11,4 +11,4 @@ """ __author__ = "Adam J. Stewart" -__version__ = "0.5.0.dev0" +__version__ = "0.5.0" diff --git a/torchgeo/datamodules/chesapeake.py b/torchgeo/datamodules/chesapeake.py index f1d2418dffe..604c0d7e3ec 100644 --- a/torchgeo/datamodules/chesapeake.py +++ b/torchgeo/datamodules/chesapeake.py @@ -93,7 +93,7 @@ def __init__( """ # This is a rough estimate of how large of a patch we will need to sample in # EPSG:3857 in order to guarantee a large enough patch in the local CRS. - self.original_patch_size = patch_size * 2 + self.original_patch_size = patch_size * 3 kwargs["transforms"] = _Transform(K.CenterCrop(patch_size)) super().__init__( From 6c6f6b825dce8be83f1118ab2df55eaf2641d786 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sat, 30 Sep 2023 23:45:35 +0200 Subject: [PATCH 049/113] Bump version to 0.6.0.dev0 --- torchgeo/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torchgeo/__init__.py b/torchgeo/__init__.py index 36c456170d2..0c1615db840 100644 --- a/torchgeo/__init__.py +++ b/torchgeo/__init__.py @@ -11,4 +11,4 @@ """ __author__ = "Adam J. Stewart" -__version__ = "0.5.0" +__version__ = "0.6.0.dev0" From 75a9429a55c865a263d57bdb57473796def21fbf Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sat, 30 Sep 2023 16:46:48 -0500 Subject: [PATCH 050/113] Bump version to 0.6.0.dev0 (#1606) From f74ab781d30051c5fc5b6f27e0bb8d99b44a3e61 Mon Sep 17 00:00:00 2001 From: Burak <68427259+burakekim@users.noreply.github.com> Date: Mon, 2 Oct 2023 21:49:02 +0200 Subject: [PATCH 051/113] SemanticSegmentationTask Signature in README (#1608) Update SemanticSegmentationTask's signature in README.md after 0.5 --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 7ab9840d040..c33f4a55034 100644 --- a/README.md +++ b/README.md @@ -136,8 +136,8 @@ task = SemanticSegmentationTask( num_classes=2, loss="ce", ignore_index=None, - learning_rate=0.1, - learning_rate_schedule_patience=6, + lr=0.1, + patience=6, ) trainer = Trainer(default_root_dir="...") From 5447670ccba17f34b789fbf04121e2ac7c78680b Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 2 Oct 2023 20:51:53 +0000 Subject: [PATCH 052/113] Bump einops from 0.6.1 to 0.7.0 in /requirements (#1609) Bumps [einops](https://github.com/arogozhnikov/einops) from 0.6.1 to 0.7.0. - [Release notes](https://github.com/arogozhnikov/einops/releases) - [Commits](https://github.com/arogozhnikov/einops/compare/v0.6.1...v0.7.0) --- updated-dependencies: - dependency-name: einops dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 339fad6d513..493c7b8c464 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -2,7 +2,7 @@ setuptools==68.2.0 # install -einops==0.6.1 +einops==0.7.0 fiona==1.9.4.post1 kornia==0.7.0 lightly==1.4.20 From 680d448676a1d325488b784a56f855d6d6cd4b10 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 2 Oct 2023 17:17:00 -0500 Subject: [PATCH 053/113] Bump actions/setup-python from 4.7.0 to 4.7.1 (#1611) Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4.7.0 to 4.7.1. - [Release notes](https://github.com/actions/setup-python/releases) - [Commits](https://github.com/actions/setup-python/compare/v4.7.0...v4.7.1) --- updated-dependencies: - dependency-name: actions/setup-python dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .github/workflows/release.yaml | 6 +++--- .github/workflows/style.yaml | 10 +++++----- .github/workflows/tests.yaml | 6 +++--- .github/workflows/tutorials.yaml | 2 +- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index f5095fd38da..21f2af3c6bf 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -14,7 +14,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies @@ -40,7 +40,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies @@ -66,7 +66,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies diff --git a/.github/workflows/style.yaml b/.github/workflows/style.yaml index 4136a23f304..70550466e0e 100644 --- a/.github/workflows/style.yaml +++ b/.github/workflows/style.yaml @@ -16,7 +16,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies @@ -39,7 +39,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies @@ -62,7 +62,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies @@ -85,7 +85,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies @@ -108,7 +108,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index e69411d1f7f..4f1d061a5c1 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -16,7 +16,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies @@ -45,7 +45,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: ${{ matrix.python-version }} - name: Cache dependencies @@ -90,7 +90,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.9' - name: Cache dependencies diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index cc575eab1f4..ad8f2dcb8c0 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -18,7 +18,7 @@ jobs: - name: Clone repo uses: actions/checkout@v4.1.0 - name: Set up python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v4.7.1 with: python-version: '3.11' - name: Cache dependencies From 56499bd01ffd84b0b8b19410694e8859a5ed0ad1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 3 Oct 2023 21:26:37 +0000 Subject: [PATCH 054/113] Bump pyupgrade from 3.13.0 to 3.14.0 in /requirements (#1615) Bumps [pyupgrade](https://github.com/asottile/pyupgrade) from 3.13.0 to 3.14.0. - [Commits](https://github.com/asottile/pyupgrade/compare/v3.13.0...v3.14.0) --- updated-dependencies: - dependency-name: pyupgrade dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index 493382a74a9..c7bec24f0e6 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -3,4 +3,4 @@ black[jupyter]==23.9.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 -pyupgrade==3.13.0 +pyupgrade==3.14.0 From 7faf0bb49a2696887f77f86d63deb0cec6e7e045 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 4 Oct 2023 07:41:25 -0500 Subject: [PATCH 055/113] Bump nbmake from 1.4.3 to 1.4.5 in /requirements (#1614) * Bump nbmake from 1.4.3 to 1.4.5 in /requirements Bumps [nbmake](https://github.com/treebeardtech/nbmake) from 1.4.3 to 1.4.5. - [Release notes](https://github.com/treebeardtech/nbmake/releases) - [Commits](https://github.com/treebeardtech/nbmake/compare/v1.4.3...v1.4.5) --- updated-dependencies: - dependency-name: nbmake dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] * Update pkg_resources deprecation msg * Keep old msg too --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Adam J. Stewart --- pyproject.toml | 1 + requirements/tests.txt | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 9afb3e14792..3ccb118d440 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -240,6 +240,7 @@ filterwarnings = [ "ignore:ANTIALIAS is deprecated and will be removed in Pillow 10:DeprecationWarning:tensorboardX.summary", # https://github.com/Lightning-AI/lightning/issues/16756 "ignore:Deprecated call to `pkg_resources.declare_namespace:DeprecationWarning", + "ignore:pkg_resources is deprecated as an API.:DeprecationWarning:lightning_utilities.core.imports", "ignore:Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated:DeprecationWarning:jsonargparse", # Expected warnings diff --git a/requirements/tests.txt b/requirements/tests.txt index cff5e12a987..27a923c3f86 100644 --- a/requirements/tests.txt +++ b/requirements/tests.txt @@ -1,5 +1,5 @@ # tests mypy==1.5.1 -nbmake==1.4.3 +nbmake==1.4.5 pytest==7.4.2 pytest-cov==4.1.0 From c83181f38a66f300a95d101dd6b9a8131ec058bf Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Fri, 6 Oct 2023 15:04:56 +0100 Subject: [PATCH 056/113] Update info on LightningCLI (#1628) * Add info * Address comments --- README.md | 58 +++++++++++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 56 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index c33f4a55034..6424dbbf47b 100644 --- a/README.md +++ b/README.md @@ -146,12 +146,66 @@ trainer.fit(model=task, datamodule=datamodule) Building segmentations produced by a U-Net model trained on the Inria Aerial Image Labeling dataset -In our GitHub repo, we provide `train.py` and `evaluate.py` scripts to train and evaluate the performance of models using these datamodules and trainers. These scripts are configurable via the command line and/or via YAML configuration files. See the [conf](https://github.com/microsoft/torchgeo/blob/main/conf) directory for example configuration files that can be customized for different training runs. +TorchGeo also supports command-line interface training using [LightningCLI](https://lightning.ai/docs/pytorch/stable/cli/lightning_cli.html). It can be invoked in two ways: ```console -$ python train.py config_file=conf/landcoverai.yaml +# If torchgeo has been installed +torchgeo +# If torchgeo has been installed, or if it has been cloned to the current directory +python3 -m torchgeo ``` +It supports command-line configuration or YAML/JSON config files. Valid options can be found from the help messages: + +```console +# See valid stages +torchgeo --help +# See valid trainer options +torchgeo fit --help +# See valid model options +torchgeo fit --model.help ClassificationTask +# See valid data options +torchgeo fit --data.help EuroSAT100DataModule +``` + +Using the following config file: +```yaml +trainer: + max_epochs: 20 +model: + class_path: ClassificationTask + init_args: + model: "resnet18" + in_channels: 13 + num_classes: 10 +data: + class_path: EuroSAT100DataModule + init_args: + batch_size: 8 + dict_kwargs: + download: true +``` + +we can see the script in action: +```console +# Train and validate a model +torchgeo fit --config config.yaml +# Validate-only +torchgeo validate --config config.yaml +# Calculate and report test accuracy +torchgeo test --config config.yaml --trainer.ckpt_path=... +``` + +It can also be imported and used in a Python script if you need to extend it to add new features: + +```python +from torchgeo.main import main + +main(["fit", "--config", "config.yaml"]) +``` + +See the [Lightning documentation](https://lightning.ai/docs/pytorch/stable/cli/lightning_cli.html) for more details. + ## Citation If you use this software in your work, please cite our [paper](https://dl.acm.org/doi/10.1145/3557915.3560953): From 0da479797241e7a16504cb130b3a921391cb6e33 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 6 Oct 2023 20:08:54 +0000 Subject: [PATCH 057/113] Bump lightly from 1.4.20 to 1.4.21 in /requirements (#1618) Bumps [lightly](https://github.com/lightly-ai/lightly) from 1.4.20 to 1.4.21. - [Release notes](https://github.com/lightly-ai/lightly/releases) - [Commits](https://github.com/lightly-ai/lightly/compare/v1.4.20...v1.4.21) --- updated-dependencies: - dependency-name: lightly dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 493c7b8c464..5e5e8733175 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -5,7 +5,7 @@ setuptools==68.2.0 einops==0.7.0 fiona==1.9.4.post1 kornia==0.7.0 -lightly==1.4.20 +lightly==1.4.21 lightning[pytorch-extra]==2.0.9.post0 matplotlib==3.8.0 numpy==1.26.0 From 135f564837655ebf0146325e973d9336a998073e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 6 Oct 2023 20:51:21 +0000 Subject: [PATCH 058/113] Bump scikit-image from 0.21.0 to 0.22.0 in /requirements (#1617) Bumps [scikit-image](https://github.com/scikit-image/scikit-image) from 0.21.0 to 0.22.0. - [Release notes](https://github.com/scikit-image/scikit-image/releases) - [Changelog](https://github.com/scikit-image/scikit-image/blob/main/RELEASE.txt) - [Commits](https://github.com/scikit-image/scikit-image/compare/v0.21.0...v0.22.0) --- updated-dependencies: - dependency-name: scikit-image dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- torchgeo/datasets/vhr10.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index ccad418a359..737ff0d43c6 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -6,6 +6,6 @@ pycocotools==2.0.7 pyvista==0.42.2 radiant-mlhub==0.4.1 rarfile==4.1 -scikit-image==0.21.0 +scikit-image==0.22.0 scipy==1.11.3 zipfile-deflate64==0.2.0 diff --git a/torchgeo/datasets/vhr10.py b/torchgeo/datasets/vhr10.py index 28b95197796..83add564be1 100644 --- a/torchgeo/datasets/vhr10.py +++ b/torchgeo/datasets/vhr10.py @@ -472,7 +472,7 @@ def plot( # Add masks if show_feats in {"masks", "both"} and "masks" in sample: mask = masks[i] - contours = find_contours(mask, 0.5) + contours = find_contours(mask, 0.5) # type: ignore[no-untyped-call] for verts in contours: verts = np.fliplr(verts) p = patches.Polygon( @@ -524,7 +524,7 @@ def plot( # Add masks if show_pred_masks: mask = prediction_masks[i] - contours = find_contours(mask, 0.5) + contours = find_contours(mask, 0.5) # type: ignore[no-untyped-call] for verts in contours: verts = np.fliplr(verts) p = patches.Polygon( From 78c2f176dc67d79b01fbc0f865d7750de125f259 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sun, 8 Oct 2023 15:55:28 -0500 Subject: [PATCH 059/113] Fix CITATION.cff format (#1633) * Fix CITATION.cff format * Update month in README --- CITATION.cff | 18 +++++++++++++++++- README.md | 2 +- 2 files changed, 18 insertions(+), 2 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index b2e4ad18ad3..e1d0db6a606 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -1,4 +1,18 @@ # https://github.com/citation-file-format/citation-file-format/blob/main/schema-guide.md +# Can be validated using `cffconvert --validate` +authors: +- family-names: "Stewart" + given-names: "Adam J." +- family-names: "Robinson" + given-names: "Caleb" +- family-names: "Corley" + given-names: "Isaac A." +- family-names: "Ortiz" + given-names: "Anthony" +- family-names: "Lavista Ferres" + given-names: "Juan M." +- family-names: "Banerjee" + given-names: "Arindam" cff-version: "1.2.0" message: "If you use this software, please cite it using the metadata from this file." preferred-citation: @@ -26,9 +40,11 @@ preferred-citation: isbn: "9781450395298" month: 11 number: 19 - publisher: "Association for Computing Machinery" + publisher: + name: "Association for Computing Machinery" start: 1 title: "TorchGeo: Deep Learning With Geospatial Data" type: "conference-paper" url: "https://dl.acm.org/doi/10.1145/3557915.3560953" year: 2022 +title: "TorchGeo: Deep Learning With Geospatial Data" diff --git a/README.md b/README.md index 6424dbbf47b..eda6fc956c3 100644 --- a/README.md +++ b/README.md @@ -215,7 +215,7 @@ If you use this software in your work, please cite our [paper](https://dl.acm.or author = {Stewart, Adam J. and Robinson, Caleb and Corley, Isaac A. and Ortiz, Anthony and Lavista Ferres, Juan M. and Banerjee, Arindam}, booktitle = {Proceedings of the 30th International Conference on Advances in Geographic Information Systems}, doi = {10.1145/3557915.3560953}, - month = {11}, + month = nov, pages = {1--12}, publisher = {Association for Computing Machinery}, series = {SIGSPATIAL '22}, From 7a793f3437222136a0b4eba2fb1bc0fcd947f604 Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Tue, 10 Oct 2023 14:49:00 +0100 Subject: [PATCH 060/113] Pass save_config_kwargs to LightningCLI (#1625) --- torchgeo/main.py | 1 + 1 file changed, 1 insertion(+) diff --git a/torchgeo/main.py b/torchgeo/main.py index 579130ca0ea..0b002cdc201 100644 --- a/torchgeo/main.py +++ b/torchgeo/main.py @@ -32,5 +32,6 @@ def main(args: ArgsType = None) -> None: seed_everything_default=0, subclass_mode_model=True, subclass_mode_data=True, + save_config_kwargs={"overwrite": True}, args=args, ) From 27be5037894f973e66070f7c8e5445ec37268173 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Fri, 13 Oct 2023 12:43:41 -0500 Subject: [PATCH 061/113] CI: minimize storage usage (#1658) * CI: minimize storage usage * Ignore warning in Python 3.9 * newer pytest required * bump pytest-cov too --- .github/workflows/release.yaml | 12 +++++++++--- .github/workflows/style.yaml | 20 +++++++++++++++----- .github/workflows/tests.yaml | 12 +++++++++--- .github/workflows/tutorials.yaml | 4 +++- pyproject.toml | 9 +++++---- requirements/min-reqs.old | 4 ++-- 6 files changed, 43 insertions(+), 18 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 21f2af3c6bf..4333e29cfb9 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -25,7 +25,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install .[tests] + run: | + pip install .[tests] + pip cache purge - name: List pip dependencies run: pip list - name: Run pytest checks @@ -51,7 +53,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install .[datasets,tests] + run: | + pip install .[datasets,tests] + pip cache purge - name: List pip dependencies run: pip list - name: Run integration checks @@ -77,7 +81,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install .[docs,tests] planetary_computer pystac + run: | + pip install .[docs,tests] planetary_computer pystac + pip cache purge - name: List pip dependencies run: pip list - name: Run notebook checks diff --git a/.github/workflows/style.yaml b/.github/workflows/style.yaml index 70550466e0e..5359e2fd18b 100644 --- a/.github/workflows/style.yaml +++ b/.github/workflows/style.yaml @@ -27,7 +27,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/style.txt + run: | + pip install -r requirements/style.txt + pip cache purge - name: List pip dependencies run: pip list - name: Run black checks @@ -50,7 +52,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/style.txt + run: | + pip install -r requirements/style.txt + pip cache purge - name: List pip dependencies run: pip list - name: Run flake8 checks @@ -73,7 +77,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/style.txt + run: | + pip install -r requirements/style.txt + pip cache purge - name: List pip dependencies run: pip list - name: Run isort checks @@ -96,7 +102,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/style.txt + run: | + pip install -r requirements/style.txt + pip cache purge - name: List pip dependencies run: pip list - name: Run pydocstyle checks @@ -119,7 +127,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/style.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/style.txt + run: | + pip install -r requirements/style.txt + pip cache purge - name: List pip dependencies run: pip list - name: Run pyupgrade checks diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index 4f1d061a5c1..f34d52a2f6e 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -27,7 +27,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('requirements/required.txt') }}-${{ hashFiles('requirements/datasets.txt') }}-${{ hashFiles('requirements/tests.txt') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt + run: | + pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt + pip cache purge - name: List pip dependencies run: pip list - name: Run mypy checks @@ -70,7 +72,9 @@ jobs: if: ${{ runner.os == 'Windows' }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt + run: | + pip install -r requirements/required.txt -r requirements/datasets.txt -r requirements/tests.txt + pip cache purge - name: List pip dependencies run: pip list - name: Run pytest checks @@ -107,7 +111,9 @@ jobs: sudo apt-get install unrar - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install -r requirements/min-reqs.old -c requirements/min-cons.old + run: | + pip install -r requirements/min-reqs.old -c requirements/min-cons.old + pip cache purge - name: List pip dependencies run: pip list - name: Run pytest checks diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index ad8f2dcb8c0..621ce1064fe 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -29,7 +29,9 @@ jobs: key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' - run: pip install .[docs,tests] planetary_computer pystac + run: | + pip install .[docs,tests] planetary_computer pystac + pip cache purge - name: List pip dependencies run: pip list - name: Run notebook checks diff --git a/pyproject.toml b/pyproject.toml index 3ccb118d440..1b0b61ca42c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -131,10 +131,10 @@ tests = [ "mypy>=0.900", # nbmake 1.3.3+ required for variable mocking "nbmake>=1.3.3", - # pytest 6.2+ required for pytest.MonkeyPatch - "pytest>=6.2", - # pytest-cov 2.4+ required for pytest --cov flags - "pytest-cov>=2.4", + # pytest 7.3+ required for tmp_path_retention_policy + "pytest>=7.3", + # pytest-cov 4+ required for pytest 7.2+ compatibility + "pytest-cov>=4", ] all = [ "torchgeo[datasets,docs,style,tests]", @@ -276,6 +276,7 @@ testpaths = [ "tests", "docs/tutorials", ] +tmp_path_retention_policy = "failed" # https://setuptools.pypa.io/en/latest/userguide/pyproject_config.html [tool.setuptools.dynamic] diff --git a/requirements/min-reqs.old b/requirements/min-reqs.old index 1506eadc319..c19e625314b 100644 --- a/requirements/min-reqs.old +++ b/requirements/min-reqs.old @@ -48,5 +48,5 @@ pyupgrade==2.8.0 # tests mypy==0.900 nbmake==1.3.3 -pytest==6.2.0 -pytest-cov==2.4.0 +pytest==7.3.0 +pytest-cov==4.0.0 From 82b592192dc1bf5b226f6767f62866e12e3f1b0d Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Fri, 13 Oct 2023 20:37:58 +0100 Subject: [PATCH 062/113] Format to float (#1656) --- torchgeo/datasets/oscd.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torchgeo/datasets/oscd.py b/torchgeo/datasets/oscd.py index 6f5b7003d20..e24fbe4612c 100644 --- a/torchgeo/datasets/oscd.py +++ b/torchgeo/datasets/oscd.py @@ -204,7 +204,7 @@ def _load_image(self, paths: Sequence[str]) -> Tensor: with Image.open(path) as img: images.append(np.array(img)) array: "np.typing.NDArray[np.int_]" = np.stack(images, axis=0).astype(np.int_) - tensor = torch.from_numpy(array) + tensor = torch.from_numpy(array).float() return tensor def _load_target(self, path: str) -> Tensor: From 187c26c95cd3e3eed72e55af3fde74eb73dbdf9d Mon Sep 17 00:00:00 2001 From: Burak <68427259+burakekim@users.noreply.github.com> Date: Fri, 13 Oct 2023 21:42:54 +0200 Subject: [PATCH 063/113] Align Sentinel-2 band names in EuroSAT and transforms tutorial (#1646) * Align Sentinel-2 band names in EuroSAT and transforms tutorial Fix #1635 * 'pr_eurosat' --- docs/tutorials/transforms.ipynb | 18 +++++++++--------- torchgeo/datasets/eurosat.py | 2 +- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/docs/tutorials/transforms.ipynb b/docs/tutorials/transforms.ipynb index 71e2224a3da..80a53f52643 100644 --- a/docs/tutorials/transforms.ipynb +++ b/docs/tutorials/transforms.ipynb @@ -201,16 +201,16 @@ " ]\n", ")\n", "bands = {\n", - " \"B1\": \"Coastal Aerosol\",\n", - " \"B2\": \"Blue\",\n", - " \"B3\": \"Green\",\n", - " \"B4\": \"Red\",\n", - " \"B5\": \"Vegetation Red Edge 1\",\n", - " \"B6\": \"Vegetation Red Edge 2\",\n", - " \"B7\": \"Vegetation Red Edge 3\",\n", - " \"B8\": \"NIR 1\",\n", + " \"B01\": \"Coastal Aerosol\",\n", + " \"B02\": \"Blue\",\n", + " \"B03\": \"Green\",\n", + " \"B04\": \"Red\",\n", + " \"B05\": \"Vegetation Red Edge 1\",\n", + " \"B06\": \"Vegetation Red Edge 2\",\n", + " \"B07\": \"Vegetation Red Edge 3\",\n", + " \"B08\": \"NIR 1\",\n", " \"B8A\": \"NIR 2\",\n", - " \"B9\": \"Water Vapour\",\n", + " \"B09\": \"Water Vapour\",\n", " \"B10\": \"SWIR 1\",\n", " \"B11\": \"SWIR 2\",\n", " \"B12\": \"SWIR 3\",\n", diff --git a/torchgeo/datasets/eurosat.py b/torchgeo/datasets/eurosat.py index 33ec8358c66..3fd5c05ff92 100644 --- a/torchgeo/datasets/eurosat.py +++ b/torchgeo/datasets/eurosat.py @@ -95,7 +95,7 @@ class EuroSAT(NonGeoClassificationDataset): "B06", "B07", "B08", - "B08A", + "B8A", "B09", "B10", "B11", From f20bef25fe209d310a86d7ea680ecf14021122bf Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 19:44:07 +0000 Subject: [PATCH 064/113] Bump pyupgrade from 3.14.0 to 3.15.0 in /requirements (#1636) Bumps [pyupgrade](https://github.com/asottile/pyupgrade) from 3.14.0 to 3.15.0. - [Commits](https://github.com/asottile/pyupgrade/compare/v3.14.0...v3.15.0) --- updated-dependencies: - dependency-name: pyupgrade dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index c7bec24f0e6..09c97aadf96 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -3,4 +3,4 @@ black[jupyter]==23.9.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 -pyupgrade==3.14.0 +pyupgrade==3.15.0 From 4414bc7f2e306e68ec6df7df46f2832c4c60f762 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 19:45:05 +0000 Subject: [PATCH 065/113] Bump rasterio from 1.3.8 to 1.3.8.post2 in /requirements (#1653) Bumps [rasterio](https://github.com/rasterio/rasterio) from 1.3.8 to 1.3.8.post2. - [Release notes](https://github.com/rasterio/rasterio/releases) - [Changelog](https://github.com/rasterio/rasterio/blob/1.3.8.post2/CHANGES.txt) - [Commits](https://github.com/rasterio/rasterio/compare/1.3.8...1.3.8.post2) --- updated-dependencies: - dependency-name: rasterio dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 5e5e8733175..c7be4c991e2 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -12,7 +12,7 @@ numpy==1.26.0 pandas==2.1.1 pillow==10.0.1 pyproj==3.6.1 -rasterio==1.3.8 +rasterio==1.3.8.post2 rtree==1.0.1 segmentation-models-pytorch==0.3.3 shapely==2.0.1 From 480d831a0d6f8d038f6d77fb1fb27e8a623bc5ae Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 19:45:26 +0000 Subject: [PATCH 066/113] Bump h5py from 3.9.0 to 3.10.0 in /requirements (#1638) Bumps [h5py](https://github.com/h5py/h5py) from 3.9.0 to 3.10.0. - [Release notes](https://github.com/h5py/h5py/releases) - [Changelog](https://github.com/h5py/h5py/blob/master/docs/release_guide.rst) - [Commits](https://github.com/h5py/h5py/compare/3.9.0...3.10.0) --- updated-dependencies: - dependency-name: h5py dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index 737ff0d43c6..ef8aabffa77 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -1,5 +1,5 @@ # datasets -h5py==3.9.0 +h5py==3.10.0 laspy==2.5.1 opencv-python==4.8.1.78 pycocotools==2.0.7 From 23202948e404c084f90d1b7aad76c36c303c772e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 19:59:31 +0000 Subject: [PATCH 067/113] Bump pyvista from 0.42.2 to 0.42.3 in /requirements (#1637) Bumps [pyvista](https://github.com/pyvista/pyvista) from 0.42.2 to 0.42.3. - [Release notes](https://github.com/pyvista/pyvista/releases) - [Commits](https://github.com/pyvista/pyvista/compare/v0.42.2...v0.42.3) --- updated-dependencies: - dependency-name: pyvista dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/datasets.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/datasets.txt b/requirements/datasets.txt index ef8aabffa77..15f710b0126 100644 --- a/requirements/datasets.txt +++ b/requirements/datasets.txt @@ -3,7 +3,7 @@ h5py==3.10.0 laspy==2.5.1 opencv-python==4.8.1.78 pycocotools==2.0.7 -pyvista==0.42.2 +pyvista==0.42.3 radiant-mlhub==0.4.1 rarfile==4.1 scikit-image==0.22.0 From 1216617087fea92f9fc47dfb724dcb069d326d7c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 20:04:05 +0000 Subject: [PATCH 068/113] Bump torchvision from 0.15.2 to 0.16.0 in /requirements (#1619) * Bump torchvision from 0.15.2 to 0.16.0 in /requirements Bumps [torchvision](https://github.com/pytorch/vision) from 0.15.2 to 0.16.0. - [Release notes](https://github.com/pytorch/vision/releases) - [Commits](https://github.com/pytorch/vision/compare/v0.15.2...v0.16.0) --- updated-dependencies: - dependency-name: torchvision dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] * Bump torch too * Ignore warning --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Adam J. Stewart --- pyproject.toml | 2 ++ requirements/required.txt | 4 ++-- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 1b0b61ca42c..316e602a5b8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -242,6 +242,8 @@ filterwarnings = [ "ignore:Deprecated call to `pkg_resources.declare_namespace:DeprecationWarning", "ignore:pkg_resources is deprecated as an API.:DeprecationWarning:lightning_utilities.core.imports", "ignore:Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated:DeprecationWarning:jsonargparse", + # https://github.com/pytorch/pytorch/issues/110549 + "ignore:allow_ops_in_compiled_graph failed to import torch:ImportWarning:einops", # Expected warnings # Lightning warns us about using num_workers=0, but it's faster on macOS diff --git a/requirements/required.txt b/requirements/required.txt index c7be4c991e2..09cae0747c3 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -17,6 +17,6 @@ rtree==1.0.1 segmentation-models-pytorch==0.3.3 shapely==2.0.1 timm==0.9.2 -torch==2.0.1 +torch==2.1.0 torchmetrics==1.2.0 -torchvision==0.15.2 +torchvision==0.16.0 From d5bd9b3dd68704015942cd3a214f2b6a5bf248a0 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Fri, 13 Oct 2023 15:31:01 -0500 Subject: [PATCH 069/113] Move conf files to experiment subdirs (#1660) --- conf/bigearthnet.yaml | 22 ---------------- conf/cyclone.yaml | 19 -------------- conf/deepglobelandcover.yaml | 25 ------------------- conf/gid15.yaml | 25 ------------------- conf/inria.yaml | 23 ----------------- conf/naipchesapeake.yaml | 25 ------------------- conf/nasa_marine_debris.yaml | 19 -------------- conf/potsdam2d.yaml | 25 ------------------- conf/seco_100k.yaml | 22 ---------------- conf/sen12ms.yaml | 23 ----------------- conf/spacenet1.yaml | 22 ---------------- conf/vaihingen2d.yaml | 25 ------------------- experiments/ssl4eo/landsat/README.md | 4 +-- .../ssl4eo/landsat/conf}/l7irish.yaml | 0 .../ssl4eo/landsat/conf}/l8biome.yaml | 0 .../conf}/ssl4eo_benchmark_etm_sr_cdl.yaml | 0 .../conf}/ssl4eo_benchmark_etm_sr_nlcd.yaml | 0 .../conf}/ssl4eo_benchmark_etm_toa_cdl.yaml | 0 .../conf}/ssl4eo_benchmark_etm_toa_nlcd.yaml | 0 .../conf}/ssl4eo_benchmark_oli_sr_cdl.yaml | 0 .../conf}/ssl4eo_benchmark_oli_sr_nlcd.yaml | 0 .../ssl4eo_benchmark_oli_tirs_toa_cdl.yaml | 0 .../ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml | 0 .../conf}/ssl4eo_benchmark_tm_toa_cdl.yaml | 0 .../conf}/ssl4eo_benchmark_tm_toa_nlcd.yaml | 0 ...ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml | 0 .../ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml | 0 ...ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml | 0 .../ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml | 0 .../torchgeo/conf}/chesapeake_cvpr.yaml | 0 .../torchgeo/conf}/cowc_counting.yaml | 0 .../torchgeo/conf}/etci2021.yaml | 0 .../torchgeo/conf}/eurosat.yaml | 0 .../torchgeo/conf}/landcoverai.yaml | 0 .../torchgeo/conf}/resisc45.yaml | 0 .../torchgeo/conf}/so2sat.yaml | 0 .../torchgeo/conf}/ucmerced.yaml | 0 37 files changed, 2 insertions(+), 277 deletions(-) delete mode 100644 conf/bigearthnet.yaml delete mode 100644 conf/cyclone.yaml delete mode 100644 conf/deepglobelandcover.yaml delete mode 100644 conf/gid15.yaml delete mode 100644 conf/inria.yaml delete mode 100644 conf/naipchesapeake.yaml delete mode 100644 conf/nasa_marine_debris.yaml delete mode 100644 conf/potsdam2d.yaml delete mode 100644 conf/seco_100k.yaml delete mode 100644 conf/sen12ms.yaml delete mode 100644 conf/spacenet1.yaml delete mode 100644 conf/vaihingen2d.yaml rename {conf => experiments/ssl4eo/landsat/conf}/l7irish.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/l8biome.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_etm_sr_cdl.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_etm_sr_nlcd.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_etm_toa_cdl.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_etm_toa_nlcd.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_oli_sr_cdl.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_oli_sr_nlcd.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_tm_toa_cdl.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_benchmark_tm_toa_nlcd.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml (100%) rename {conf => experiments/ssl4eo/landsat/conf}/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml (100%) rename {conf => experiments/torchgeo/conf}/chesapeake_cvpr.yaml (100%) rename {conf => experiments/torchgeo/conf}/cowc_counting.yaml (100%) rename {conf => experiments/torchgeo/conf}/etci2021.yaml (100%) rename {conf => experiments/torchgeo/conf}/eurosat.yaml (100%) rename {conf => experiments/torchgeo/conf}/landcoverai.yaml (100%) rename {conf => experiments/torchgeo/conf}/resisc45.yaml (100%) rename {conf => experiments/torchgeo/conf}/so2sat.yaml (100%) rename {conf => experiments/torchgeo/conf}/ucmerced.yaml (100%) diff --git a/conf/bigearthnet.yaml b/conf/bigearthnet.yaml deleted file mode 100644 index c13cba2cab4..00000000000 --- a/conf/bigearthnet.yaml +++ /dev/null @@ -1,22 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: MultiLabelClassificationTask - init_args: - loss: "bce" - model: "resnet18" - lr: 1e-3 - patience: 6 - weights: null - in_channels: 14 - num_classes: 19 -data: - class_path: BigEarthNetDataModule - init_args: - batch_size: 128 - num_workers: 4 - dict_kwargs: - root: "data/bigearthnet" - bands: "all" - num_classes: ${model.init_args.num_classes} diff --git a/conf/cyclone.yaml b/conf/cyclone.yaml deleted file mode 100644 index e6bf3d11bf0..00000000000 --- a/conf/cyclone.yaml +++ /dev/null @@ -1,19 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: RegressionTask - init_args: - model: "resnet18" - weights: null - num_outputs: 1 - in_channels: 3 - lr: 1e-3 - patience: 2 -data: - class_path: TropicalCycloneDataModule - init_args: - batch_size: 32 - num_workers: 4 - dict_kwargs: - root: "data/cyclone" diff --git a/conf/deepglobelandcover.yaml b/conf/deepglobelandcover.yaml deleted file mode 100644 index 0c77f968db4..00000000000 --- a/conf/deepglobelandcover.yaml +++ /dev/null @@ -1,25 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 7 - num_filters: 1 - ignore_index: null -data: - class_path: DeepGlobeLandCoverDataModule - init_args: - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - dict_kwargs: - root: "data/deepglobelandcover" diff --git a/conf/gid15.yaml b/conf/gid15.yaml deleted file mode 100644 index cf12b60f2a1..00000000000 --- a/conf/gid15.yaml +++ /dev/null @@ -1,25 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 16 - num_filters: 1 - ignore_index: null -data: - class_path: GID15DataModule - init_args: - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - dict_kwargs: - root: "data/gid15" diff --git a/conf/inria.yaml b/conf/inria.yaml deleted file mode 100644 index b795980cd0c..00000000000 --- a/conf/inria.yaml +++ /dev/null @@ -1,23 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: true - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 2 - ignore_index: null -data: - class_path: InriaAerialImageLabelingDataModule - init_args: - batch_size: 1 - patch_size: 512 - num_workers: 32 - dict_kwargs: - root: "data/inria" diff --git a/conf/naipchesapeake.yaml b/conf/naipchesapeake.yaml deleted file mode 100644 index f03c759b226..00000000000 --- a/conf/naipchesapeake.yaml +++ /dev/null @@ -1,25 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "deeplabv3+" - backbone: "resnet34" - weights: true - lr: 1e-3 - patience: 2 - in_channels: 4 - num_classes: 14 - num_filters: 64 - ignore_index: null -data: - class_path: NAIPChesapeakeDataModule - init_args: - batch_size: 32 - num_workers: 4 - patch_size: 32 - dict_kwargs: - naip_paths: "data/naip" - chesapeake_paths: "data/chesapeake/BAYWIDE" diff --git a/conf/nasa_marine_debris.yaml b/conf/nasa_marine_debris.yaml deleted file mode 100644 index 0cc12b99e04..00000000000 --- a/conf/nasa_marine_debris.yaml +++ /dev/null @@ -1,19 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: ObjectDetectionTask - init_args: - model: "faster-rcnn" - backbone: "resnet50" - num_classes: 2 - lr: 1.2e-4 - patience: 6 -data: - class_path: NASAMarineDebrisDataModule - init_args: - batch_size: 4 - num_workers: 6 - val_split_pct: 0.2 - dict_kwargs: - root: "data/nasamr/nasa_marine_debris" diff --git a/conf/potsdam2d.yaml b/conf/potsdam2d.yaml deleted file mode 100644 index 2e1814f10b1..00000000000 --- a/conf/potsdam2d.yaml +++ /dev/null @@ -1,25 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 4 - num_classes: 6 - num_filters: 1 - ignore_index: null -data: - class_path: Potsdam2DDataModule - init_args: - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - dict_kwargs: - root: "data/potsdam" diff --git a/conf/seco_100k.yaml b/conf/seco_100k.yaml deleted file mode 100644 index cab0ace48d8..00000000000 --- a/conf/seco_100k.yaml +++ /dev/null @@ -1,22 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: BYOLTask - init_args: - in_channels: 12 - backbone: "resnet18" - weights: True - lr: 1e-3 - patience: 6 - optimizer: "Adam" -data: - class_path: SeasonalContrastS2DataModule - init_args: - batch_size: 64 - num_workers: 16 - dict_kwargs: - root: "data/seco" - version: "100k" - seasons: 2 - bands: ["B1", "B2", "B3", "B4", "B5", "B6", "B7", "B8", "B8A", "B9", "B11", "B12"] diff --git a/conf/sen12ms.yaml b/conf/sen12ms.yaml deleted file mode 100644 index efd4fb39b0e..00000000000 --- a/conf/sen12ms.yaml +++ /dev/null @@ -1,23 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 2 - in_channels: 15 - num_classes: 11 - ignore_index: null -data: - class_path: SEN12MSDataModule - init_args: - batch_size: 32 - num_workers: 4 - dict_kwargs: - root: "data/sen12ms" - band_set: "all" diff --git a/conf/spacenet1.yaml b/conf/spacenet1.yaml deleted file mode 100644 index 1384b8c8e05..00000000000 --- a/conf/spacenet1.yaml +++ /dev/null @@ -1,22 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: true - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 3 - ignore_index: 0 -data: - class_path: SpaceNet1DataModule - init_args: - batch_size: 32 - num_workers: 4 - dict_kwargs: - root: "data/spacenet" diff --git a/conf/vaihingen2d.yaml b/conf/vaihingen2d.yaml deleted file mode 100644 index ade7b7aef55..00000000000 --- a/conf/vaihingen2d.yaml +++ /dev/null @@ -1,25 +0,0 @@ -trainer: - min_epochs: 15 - max_epochs: 40 -model: - class_path: SemanticSegmentationTask - init_args: - loss: "ce" - model: "unet" - backbone: "resnet18" - weights: null - lr: 1e-3 - patience: 6 - in_channels: 3 - num_classes: 7 - num_filters: 1 - ignore_index: null -data: - class_path: Vaihingen2DDataModule - init_args: - batch_size: 1 - patch_size: 64 - val_split_pct: 0.5 - num_workers: 0 - dict_kwargs: - root: "data/vaihingen" diff --git a/experiments/ssl4eo/landsat/README.md b/experiments/ssl4eo/landsat/README.md index ef56db35bb7..9ceeab439e3 100644 --- a/experiments/ssl4eo/landsat/README.md +++ b/experiments/ssl4eo/landsat/README.md @@ -89,10 +89,10 @@ This will create patches of NLCD and CDL data with the same locations and dimens Using either the newly created datasets or after downloading the datasets from Hugging Face, you can run each experiment using: ```console -$ python3 ../../../train.py config_file=... +$ torchgeo --config *.yaml ``` -The config files to be passed can be found in the `../../../conf/` directory. Feel free to tweak any hyperparameters you see in these files. The default values are the optimal hyperparameters we found. +The config files to be passed can be found in the `conf/` directory. Feel free to tweak any hyperparameters you see in these files. The default values are the optimal hyperparameters we found. ## Plotting diff --git a/conf/l7irish.yaml b/experiments/ssl4eo/landsat/conf/l7irish.yaml similarity index 100% rename from conf/l7irish.yaml rename to experiments/ssl4eo/landsat/conf/l7irish.yaml diff --git a/conf/l8biome.yaml b/experiments/ssl4eo/landsat/conf/l8biome.yaml similarity index 100% rename from conf/l8biome.yaml rename to experiments/ssl4eo/landsat/conf/l8biome.yaml diff --git a/conf/ssl4eo_benchmark_etm_sr_cdl.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_sr_cdl.yaml similarity index 100% rename from conf/ssl4eo_benchmark_etm_sr_cdl.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_sr_cdl.yaml diff --git a/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml similarity index 100% rename from conf/ssl4eo_benchmark_etm_sr_nlcd.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_sr_nlcd.yaml diff --git a/conf/ssl4eo_benchmark_etm_toa_cdl.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_toa_cdl.yaml similarity index 100% rename from conf/ssl4eo_benchmark_etm_toa_cdl.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_toa_cdl.yaml diff --git a/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml similarity index 100% rename from conf/ssl4eo_benchmark_etm_toa_nlcd.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_etm_toa_nlcd.yaml diff --git a/conf/ssl4eo_benchmark_oli_sr_cdl.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_sr_cdl.yaml similarity index 100% rename from conf/ssl4eo_benchmark_oli_sr_cdl.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_sr_cdl.yaml diff --git a/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml similarity index 100% rename from conf/ssl4eo_benchmark_oli_sr_nlcd.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_sr_nlcd.yaml diff --git a/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml similarity index 100% rename from conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_tirs_toa_cdl.yaml diff --git a/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml similarity index 100% rename from conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_oli_tirs_toa_nlcd.yaml diff --git a/conf/ssl4eo_benchmark_tm_toa_cdl.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_tm_toa_cdl.yaml similarity index 100% rename from conf/ssl4eo_benchmark_tm_toa_cdl.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_tm_toa_cdl.yaml diff --git a/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml similarity index 100% rename from conf/ssl4eo_benchmark_tm_toa_nlcd.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_benchmark_tm_toa_nlcd.yaml diff --git a/conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml similarity index 100% rename from conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_mocov2_resnet50.yaml diff --git a/conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml similarity index 100% rename from conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_mocov2_vits16.yaml diff --git a/conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml similarity index 100% rename from conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_simclr_resnet50.yaml diff --git a/conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml b/experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml similarity index 100% rename from conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml rename to experiments/ssl4eo/landsat/conf/ssl4eo_l_oli_tirs_toa_simclr_vits16.yaml diff --git a/conf/chesapeake_cvpr.yaml b/experiments/torchgeo/conf/chesapeake_cvpr.yaml similarity index 100% rename from conf/chesapeake_cvpr.yaml rename to experiments/torchgeo/conf/chesapeake_cvpr.yaml diff --git a/conf/cowc_counting.yaml b/experiments/torchgeo/conf/cowc_counting.yaml similarity index 100% rename from conf/cowc_counting.yaml rename to experiments/torchgeo/conf/cowc_counting.yaml diff --git a/conf/etci2021.yaml b/experiments/torchgeo/conf/etci2021.yaml similarity index 100% rename from conf/etci2021.yaml rename to experiments/torchgeo/conf/etci2021.yaml diff --git a/conf/eurosat.yaml b/experiments/torchgeo/conf/eurosat.yaml similarity index 100% rename from conf/eurosat.yaml rename to experiments/torchgeo/conf/eurosat.yaml diff --git a/conf/landcoverai.yaml b/experiments/torchgeo/conf/landcoverai.yaml similarity index 100% rename from conf/landcoverai.yaml rename to experiments/torchgeo/conf/landcoverai.yaml diff --git a/conf/resisc45.yaml b/experiments/torchgeo/conf/resisc45.yaml similarity index 100% rename from conf/resisc45.yaml rename to experiments/torchgeo/conf/resisc45.yaml diff --git a/conf/so2sat.yaml b/experiments/torchgeo/conf/so2sat.yaml similarity index 100% rename from conf/so2sat.yaml rename to experiments/torchgeo/conf/so2sat.yaml diff --git a/conf/ucmerced.yaml b/experiments/torchgeo/conf/ucmerced.yaml similarity index 100% rename from conf/ucmerced.yaml rename to experiments/torchgeo/conf/ucmerced.yaml From 88b4e6c0f2f22d36eb0a7bc4d85187cf33cbaebb Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Fri, 13 Oct 2023 15:32:15 -0500 Subject: [PATCH 070/113] labeled: dependency files have changed (#1659) --- .github/labeler.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.github/labeler.yml b/.github/labeler.yml index 7e515b2226a..a82ac823431 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -16,8 +16,7 @@ transforms: # Other dependencies: -- "environment.yml" -- "setup.cfg" +- "pyproject.toml" - "requirements/**" documentation: - "docs/**" From 27a8c127687ecb4995ebc24fda0aa32f827300e4 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Fri, 13 Oct 2023 15:32:46 -0500 Subject: [PATCH 071/113] MapInWild: prevent download during testing (#1657) --- tests/datasets/test_mapinwild.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/datasets/test_mapinwild.py b/tests/datasets/test_mapinwild.py index 7a29e072845..7f4b4192122 100644 --- a/tests/datasets/test_mapinwild.py +++ b/tests/datasets/test_mapinwild.py @@ -101,12 +101,12 @@ def test_not_downloaded(self, tmp_path: Path) -> None: MapInWild(root=str(tmp_path)) def test_downloaded_not_extracted(self, tmp_path: Path) -> None: - pathname = os.path.join("tests", "data", "mapinwild", "**", "*.zip") - pathname_glob = glob.glob(pathname, recursive=True) + pathname = os.path.join("tests", "data", "mapinwild", "*", "*") + pathname_glob = glob.glob(pathname) root = str(tmp_path) for zipfile in pathname_glob: shutil.copy(zipfile, root) - MapInWild(root, download=True) + MapInWild(root, download=False) def test_corrupted(self, tmp_path: Path) -> None: pathname = os.path.join("tests", "data", "mapinwild", "**", "*.zip") From 8857ff3de868c5904f050371358349890200ea57 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 15:57:57 -0500 Subject: [PATCH 072/113] Bump mypy from 1.5.1 to 1.6.0 in /requirements (#1664) Bumps [mypy](https://github.com/python/mypy) from 1.5.1 to 1.6.0. - [Commits](https://github.com/python/mypy/compare/v1.5.1...v1.6.0) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/tests.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/tests.txt b/requirements/tests.txt index 27a923c3f86..f21274e380c 100644 --- a/requirements/tests.txt +++ b/requirements/tests.txt @@ -1,5 +1,5 @@ # tests -mypy==1.5.1 +mypy==1.6.0 nbmake==1.4.5 pytest==7.4.2 pytest-cov==4.1.0 From 57372ad119143daab18647ea1132b902f1cf97f0 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 21:05:34 +0000 Subject: [PATCH 073/113] Bump fiona from 1.9.4.post1 to 1.9.5 in /requirements (#1661) Bumps [fiona](https://github.com/Toblerity/Fiona) from 1.9.4.post1 to 1.9.5. - [Release notes](https://github.com/Toblerity/Fiona/releases) - [Changelog](https://github.com/Toblerity/Fiona/blob/1.9.5/CHANGES.txt) - [Commits](https://github.com/Toblerity/Fiona/compare/1.9.4.post1...1.9.5) --- updated-dependencies: - dependency-name: fiona dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 09cae0747c3..28bfe24fdf0 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -3,7 +3,7 @@ setuptools==68.2.0 # install einops==0.7.0 -fiona==1.9.4.post1 +fiona==1.9.5 kornia==0.7.0 lightly==1.4.21 lightning[pytorch-extra]==2.0.9.post0 From c7832d4ed462ef3043e65cd3e30c2963e8a837c1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 16:33:37 -0500 Subject: [PATCH 074/113] Bump lightning[pytorch-extra] from 2.0.9.post0 to 2.1.0 in /requirements (#1662) * Bump lightning[pytorch-extra] from 2.0.9.post0 to 2.1.0 in /requirements Bumps [lightning[pytorch-extra]](https://github.com/Lightning-AI/lightning) from 2.0.9.post0 to 2.1.0. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.0.9.post0...2.1.0) --- updated-dependencies: - dependency-name: lightning[pytorch-extra] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] * Remove type ignores * Capture more warnings --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Caleb Robinson Co-authored-by: Adam J. Stewart --- pyproject.toml | 3 ++- requirements/required.txt | 2 +- torchgeo/trainers/classification.py | 12 ++++++------ torchgeo/trainers/regression.py | 6 +++--- torchgeo/trainers/segmentation.py | 6 +++--- 5 files changed, 15 insertions(+), 14 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 316e602a5b8..0f3dc47652a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -247,7 +247,8 @@ filterwarnings = [ # Expected warnings # Lightning warns us about using num_workers=0, but it's faster on macOS - "ignore:The dataloader, .*, does not have many workers which may be a bottleneck:UserWarning", + "ignore:The .*dataloader.* does not have many workers which may be a bottleneck:UserWarning:lightning", + "ignore:The .*dataloader.* does not have many workers which may be a bottleneck:lightning.fabric.utilities.warnings.PossibleUserWarning:lightning", # Lightning warns us about using the CPU when GPU/MPS is available "ignore:GPU available but not used.:UserWarning", "ignore:MPS available but not used.:UserWarning", diff --git a/requirements/required.txt b/requirements/required.txt index 28bfe24fdf0..535ab8fd21c 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -6,7 +6,7 @@ einops==0.7.0 fiona==1.9.5 kornia==0.7.0 lightly==1.4.21 -lightning[pytorch-extra]==2.0.9.post0 +lightning[pytorch-extra]==2.1.0 matplotlib==3.8.0 numpy==1.26.0 pandas==2.1.1 diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py index 573fe661abe..5d443b1c791 100644 --- a/torchgeo/trainers/classification.py +++ b/torchgeo/trainers/classification.py @@ -164,7 +164,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y) self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) - self.log_dict(self.train_metrics) # type: ignore[arg-type] + self.log_dict(self.train_metrics) return loss @@ -185,7 +185,7 @@ def validation_step( loss = self.criterion(y_hat, y) self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) - self.log_dict(self.val_metrics) # type: ignore[arg-type] + self.log_dict(self.val_metrics) if ( batch_idx < 10 @@ -225,7 +225,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y) self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) - self.log_dict(self.test_metrics) # type: ignore[arg-type] + self.log_dict(self.test_metrics) def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 @@ -287,7 +287,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y.to(torch.float)) self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) - self.log_dict(self.train_metrics) # type: ignore[arg-type] + self.log_dict(self.train_metrics) return loss @@ -308,7 +308,7 @@ def validation_step( loss = self.criterion(y_hat, y.to(torch.float)) self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) - self.log_dict(self.val_metrics) # type: ignore[arg-type] + self.log_dict(self.val_metrics) if ( batch_idx < 10 @@ -347,7 +347,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y.to(torch.float)) self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) - self.log_dict(self.test_metrics) # type: ignore[arg-type] + self.log_dict(self.test_metrics) def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 diff --git a/torchgeo/trainers/regression.py b/torchgeo/trainers/regression.py index 1f3583cbe4b..2d142dacb19 100644 --- a/torchgeo/trainers/regression.py +++ b/torchgeo/trainers/regression.py @@ -157,7 +157,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y) self.log("train_loss", loss) self.train_metrics(y_hat, y) - self.log_dict(self.train_metrics) # type: ignore[arg-type] + self.log_dict(self.train_metrics) return loss @@ -180,7 +180,7 @@ def validation_step( loss = self.criterion(y_hat, y) self.log("val_loss", loss) self.val_metrics(y_hat, y) - self.log_dict(self.val_metrics) # type: ignore[arg-type] + self.log_dict(self.val_metrics) if ( batch_idx < 10 @@ -225,7 +225,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y) self.log("test_loss", loss) self.test_metrics(y_hat, y) - self.log_dict(self.test_metrics) # type: ignore[arg-type] + self.log_dict(self.test_metrics) def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py index 5e350581cd0..a0e03082545 100644 --- a/torchgeo/trainers/segmentation.py +++ b/torchgeo/trainers/segmentation.py @@ -220,7 +220,7 @@ def training_step( loss: Tensor = self.criterion(y_hat, y) self.log("train_loss", loss) self.train_metrics(y_hat_hard, y) - self.log_dict(self.train_metrics) # type: ignore[arg-type] + self.log_dict(self.train_metrics) return loss def validation_step( @@ -240,7 +240,7 @@ def validation_step( loss = self.criterion(y_hat, y) self.log("val_loss", loss) self.val_metrics(y_hat_hard, y) - self.log_dict(self.val_metrics) # type: ignore[arg-type] + self.log_dict(self.val_metrics) if ( batch_idx < 10 @@ -280,7 +280,7 @@ def test_step(self, batch: Any, batch_idx: int, dataloader_idx: int = 0) -> None loss = self.criterion(y_hat, y) self.log("test_loss", loss) self.test_metrics(y_hat_hard, y) - self.log_dict(self.test_metrics) # type: ignore[arg-type] + self.log_dict(self.test_metrics) def predict_step( self, batch: Any, batch_idx: int, dataloader_idx: int = 0 From 580146f76adcc2b616b889f77748e7e2f86703e2 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 21:41:33 +0000 Subject: [PATCH 075/113] Bump shapely from 2.0.1 to 2.0.2 in /requirements (#1663) Bumps [shapely](https://github.com/shapely/shapely) from 2.0.1 to 2.0.2. - [Release notes](https://github.com/shapely/shapely/releases) - [Changelog](https://github.com/shapely/shapely/blob/main/CHANGES.txt) - [Commits](https://github.com/shapely/shapely/compare/2.0.1...2.0.2) --- updated-dependencies: - dependency-name: shapely dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 535ab8fd21c..3b3b3c33132 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -15,7 +15,7 @@ pyproj==3.6.1 rasterio==1.3.8.post2 rtree==1.0.1 segmentation-models-pytorch==0.3.3 -shapely==2.0.1 +shapely==2.0.2 timm==0.9.2 torch==2.1.0 torchmetrics==1.2.0 From ea84c0b6451f8f3e66584eb3cd7ae5b0678804ec Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Mon, 16 Oct 2023 13:03:30 +0100 Subject: [PATCH 076/113] Fix classes in EuroSAT (#1650) * Fix classes * Black fix * Align docstring class names * remove classes * remove resisc45 classes * remove ucmerced classes --- torchgeo/datasets/eurosat.py | 24 +++++------------- torchgeo/datasets/resisc45.py | 47 ----------------------------------- torchgeo/datasets/ucmerced.py | 23 ----------------- 3 files changed, 6 insertions(+), 88 deletions(-) diff --git a/torchgeo/datasets/eurosat.py b/torchgeo/datasets/eurosat.py index 3fd5c05ff92..3c65bf26ed2 100644 --- a/torchgeo/datasets/eurosat.py +++ b/torchgeo/datasets/eurosat.py @@ -31,16 +31,16 @@ class EuroSAT(NonGeoClassificationDataset): Dataset classes: - * Industrial Buildings - * Residential Buildings * Annual Crop - * Permanent Crop - * River - * Sea and Lake + * Forest * Herbaceous Vegetation * Highway + * Industrial Buildings * Pasture - * Forest + * Permanent Crop + * Residential Buildings + * River + * SeaLake This dataset uses the train/val/test splits defined in the "In-domain representation learning for remote sensing" paper: @@ -73,18 +73,6 @@ class EuroSAT(NonGeoClassificationDataset): "val": "95de90f2aa998f70a3b2416bfe0687b4", "test": "7ae5ab94471417b6e315763121e67c5f", } - classes = [ - "Industrial Buildings", - "Residential Buildings", - "Annual Crop", - "Permanent Crop", - "River", - "Sea and Lake", - "Herbaceous Vegetation", - "Highway", - "Pasture", - "Forest", - ] all_band_names = ( "B01", diff --git a/torchgeo/datasets/resisc45.py b/torchgeo/datasets/resisc45.py index 35f02a7c665..a8b84dd9626 100644 --- a/torchgeo/datasets/resisc45.py +++ b/torchgeo/datasets/resisc45.py @@ -108,53 +108,6 @@ class RESISC45(NonGeoClassificationDataset): "val": "a0770cee4c5ca20b8c32bbd61e114805", "test": "3dda9e4988b47eb1de9f07993653eb08", } - classes = [ - "airplane", - "airport", - "baseball_diamond", - "basketball_court", - "beach", - "bridge", - "chaparral", - "church", - "circular_farmland", - "cloud", - "commercial_area", - "dense_residential", - "desert", - "forest", - "freeway", - "golf_course", - "ground_track_field", - "harbor", - "industrial_area", - "intersection", - "island", - "lake", - "meadow", - "medium_residential", - "mobile_home_park", - "mountain", - "overpass", - "palace", - "parking_lot", - "railway", - "railway_station", - "rectangular_farmland", - "river", - "roundabout", - "runway", - "sea_ice", - "ship", - "snowberg", - "sparse_residential", - "stadium", - "storage_tank", - "tennis_court", - "terrace", - "thermal_power_station", - "wetland", - ] def __init__( self, diff --git a/torchgeo/datasets/ucmerced.py b/torchgeo/datasets/ucmerced.py index 0fc9551f0da..68e9dcb30c7 100644 --- a/torchgeo/datasets/ucmerced.py +++ b/torchgeo/datasets/ucmerced.py @@ -68,29 +68,6 @@ class UCMerced(NonGeoClassificationDataset): md5 = "5b7ec56793786b6dc8a908e8854ac0e4" base_dir = os.path.join("UCMerced_LandUse", "Images") - classes = [ - "agricultural", - "airplane", - "baseballdiamond", - "beach", - "buildings", - "chaparral", - "denseresidential", - "forest", - "freeway", - "golfcourse", - "harbor", - "intersection", - "mediumresidential", - "mobilehomepark", - "overpass", - "parkinglot", - "river", - "runway", - "sparseresidential", - "storagetanks", - "tenniscourt", - ] splits = ["train", "val", "test"] split_urls = { From 738e39e8fa1ad1db7a08c3f96529fbf900f11823 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 17 Oct 2023 01:50:51 -0500 Subject: [PATCH 077/113] Bump pillow from 10.0.1 to 10.1.0 in /requirements (#1673) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 3b3b3c33132..cf8f50ba8ca 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -10,7 +10,7 @@ lightning[pytorch-extra]==2.1.0 matplotlib==3.8.0 numpy==1.26.0 pandas==2.1.1 -pillow==10.0.1 +pillow==10.1.0 pyproj==3.6.1 rasterio==1.3.8.post2 rtree==1.0.1 From 91dac60d47482fb1177801a3f0bba168eab60ed8 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 17 Oct 2023 01:51:15 -0500 Subject: [PATCH 078/113] Bump nbmake from 1.4.5 to 1.4.6 in /requirements (#1672) --- requirements/tests.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/tests.txt b/requirements/tests.txt index f21274e380c..e3aa5bb4401 100644 --- a/requirements/tests.txt +++ b/requirements/tests.txt @@ -1,5 +1,5 @@ # tests mypy==1.6.0 -nbmake==1.4.5 +nbmake==1.4.6 pytest==7.4.2 pytest-cov==4.1.0 From c0a6de2d2009022c41c08aa70b2b18c4029f6bcb Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 17 Oct 2023 01:51:44 -0500 Subject: [PATCH 079/113] Bump numpy from 1.26.0 to 1.26.1 in /requirements (#1671) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index cf8f50ba8ca..c40b07460a7 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -8,7 +8,7 @@ kornia==0.7.0 lightly==1.4.21 lightning[pytorch-extra]==2.1.0 matplotlib==3.8.0 -numpy==1.26.0 +numpy==1.26.1 pandas==2.1.1 pillow==10.1.0 pyproj==3.6.1 From a50ee000a3c2509bae24dab30659514dd4f31ab3 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 17 Oct 2023 23:14:24 -0500 Subject: [PATCH 080/113] Bump rtree from 1.0.1 to 1.1.0 in /requirements (#1676) --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index c40b07460a7..59243d50522 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -13,7 +13,7 @@ pandas==2.1.1 pillow==10.1.0 pyproj==3.6.1 rasterio==1.3.8.post2 -rtree==1.0.1 +rtree==1.1.0 segmentation-models-pytorch==0.3.3 shapely==2.0.2 timm==0.9.2 From 40eb901e59d96582119e9d9f78c028810a933ae5 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 17 Oct 2023 23:14:51 -0500 Subject: [PATCH 081/113] Bump black[jupyter] from 23.9.1 to 23.10.0 in /requirements (#1675) --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index 09c97aadf96..f65a7f25898 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -1,5 +1,5 @@ # style -black[jupyter]==23.9.1 +black[jupyter]==23.10.0 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 From d84a7b806fee3ff4eda38d76198a6c61228da4be Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 18 Oct 2023 16:13:59 -0500 Subject: [PATCH 082/113] Bump mypy from 1.6.0 to 1.6.1 in /requirements (#1680) Bumps [mypy](https://github.com/python/mypy) from 1.6.0 to 1.6.1. - [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md) - [Commits](https://github.com/python/mypy/compare/v1.6.0...v1.6.1) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/tests.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/tests.txt b/requirements/tests.txt index e3aa5bb4401..cf6e1eb2335 100644 --- a/requirements/tests.txt +++ b/requirements/tests.txt @@ -1,5 +1,5 @@ # tests -mypy==1.6.0 +mypy==1.6.1 nbmake==1.4.6 pytest==7.4.2 pytest-cov==4.1.0 From 96c9af9074849f93eec8f9b38715ec59b431afed Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 19 Oct 2023 16:58:37 -0500 Subject: [PATCH 083/113] Bump rasterio from 1.3.8.post2 to 1.3.9 in /requirements (#1682) Bumps [rasterio](https://github.com/rasterio/rasterio) from 1.3.8.post2 to 1.3.9. - [Release notes](https://github.com/rasterio/rasterio/releases) - [Changelog](https://github.com/rasterio/rasterio/blob/main/CHANGES.txt) - [Commits](https://github.com/rasterio/rasterio/compare/1.3.8.post2...1.3.9) --- updated-dependencies: - dependency-name: rasterio dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 59243d50522..6a22dff641a 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -12,7 +12,7 @@ numpy==1.26.1 pandas==2.1.1 pillow==10.1.0 pyproj==3.6.1 -rasterio==1.3.8.post2 +rasterio==1.3.9 rtree==1.1.0 segmentation-models-pytorch==0.3.3 shapely==2.0.2 From 4126f464abe1b33d916c61b947843c5578906100 Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Fri, 20 Oct 2023 10:40:40 +0100 Subject: [PATCH 084/113] EuroSATDataModule: set mean/std based on bands (#1681) * Use dicts to generate mean and std * correctly pass bands * black format * Remove unused import * Simplify * Import all bands --- torchgeo/datamodules/eurosat.py | 80 ++++++++++++++++----------------- 1 file changed, 39 insertions(+), 41 deletions(-) diff --git a/torchgeo/datamodules/eurosat.py b/torchgeo/datamodules/eurosat.py index b4267cfc50a..ccf2a90f691 100644 --- a/torchgeo/datamodules/eurosat.py +++ b/torchgeo/datamodules/eurosat.py @@ -10,41 +10,37 @@ from ..datasets import EuroSAT, EuroSAT100 from .geo import NonGeoDataModule -MEAN = torch.tensor( - [ - 1354.40546513, - 1118.24399958, - 1042.92983953, - 947.62620298, - 1199.47283961, - 1999.79090914, - 2369.22292565, - 2296.82608323, - 732.08340178, - 12.11327804, - 1819.01027855, - 1118.92391149, - 2594.14080798, - ] -) - -STD = torch.tensor( - [ - 245.71762908, - 333.00778264, - 395.09249139, - 593.75055589, - 566.4170017, - 861.18399006, - 1086.63139075, - 1117.98170791, - 404.91978886, - 4.77584468, - 1002.58768311, - 761.30323499, - 1231.58581042, - ] -) +MEAN = { + "B01": 1354.40546513, + "B02": 1118.24399958, + "B03": 1042.92983953, + "B04": 947.62620298, + "B05": 1199.47283961, + "B06": 1999.79090914, + "B07": 2369.22292565, + "B08": 2296.82608323, + "B8A": 732.08340178, + "B09": 12.11327804, + "B10": 1819.01027855, + "B11": 1118.92391149, + "B12": 2594.14080798, +} + +STD = { + "B01": 245.71762908, + "B02": 333.00778264, + "B03": 395.09249139, + "B04": 593.75055589, + "B05": 566.4170017, + "B06": 861.18399006, + "B07": 1086.63139075, + "B08": 1117.98170791, + "B8A": 404.91978886, + "B09": 4.77584468, + "B10": 1002.58768311, + "B11": 761.30323499, + "B12": 1231.58581042, +} class EuroSATDataModule(NonGeoDataModule): @@ -55,9 +51,6 @@ class EuroSATDataModule(NonGeoDataModule): .. versionadded:: 0.2 """ - mean = MEAN - std = STD - def __init__( self, batch_size: int = 64, num_workers: int = 0, **kwargs: Any ) -> None: @@ -71,6 +64,10 @@ def __init__( """ super().__init__(EuroSAT, batch_size, num_workers, **kwargs) + bands = kwargs.get("bands", EuroSAT.all_band_names) + self.mean = torch.tensor([MEAN[b] for b in bands]) + self.std = torch.tensor([STD[b] for b in bands]) + class EuroSAT100DataModule(NonGeoDataModule): """LightningDataModule implementation for the EuroSAT100 dataset. @@ -80,9 +77,6 @@ class EuroSAT100DataModule(NonGeoDataModule): .. versionadded:: 0.5 """ - mean = MEAN - std = STD - def __init__( self, batch_size: int = 64, num_workers: int = 0, **kwargs: Any ) -> None: @@ -95,3 +89,7 @@ def __init__( :class:`~torchgeo.datasets.EuroSAT100`. """ super().__init__(EuroSAT100, batch_size, num_workers, **kwargs) + + bands = kwargs.get("bands", EuroSAT.all_band_names) + self.mean = torch.tensor([MEAN[b] for b in bands]) + self.std = torch.tensor([STD[b] for b in bands]) From 73791b6f1ede93c67fd93f38d2b86b539d366069 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Fri, 20 Oct 2023 10:05:18 -0500 Subject: [PATCH 085/113] SSL4EO: convert script from MiB to MB (#1669) --- experiments/ssl4eo/flops.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/experiments/ssl4eo/flops.py b/experiments/ssl4eo/flops.py index 985a1e72fc1..6bffb1835f9 100755 --- a/experiments/ssl4eo/flops.py +++ b/experiments/ssl4eo/flops.py @@ -22,7 +22,7 @@ # Calculate memory requirements of model mem_params = sum([p.nelement() * p.element_size() for p in m.parameters()]) mem_bufs = sum([b.nelement() * b.element_size() for b in m.buffers()]) - mem = (mem_params + mem_bufs) / 2**20 + mem = (mem_params + mem_bufs) / 1000000 print(f"Memory: {mem:.2f} MB") with get_accelerator().device(0): From ff27e2c296ac779741a8201964b165714cb7b400 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Fri, 20 Oct 2023 10:23:13 -0500 Subject: [PATCH 086/113] Headless PyVista plots (#1667) --- tests/datasets/test_idtrees.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/datasets/test_idtrees.py b/tests/datasets/test_idtrees.py index 3ceaa34ecfb..f5746f35ce8 100644 --- a/tests/datasets/test_idtrees.py +++ b/tests/datasets/test_idtrees.py @@ -140,6 +140,7 @@ def test_plot(self, dataset: IDTReeS) -> None: def test_plot_las(self, dataset: IDTReeS) -> None: pyvista = pytest.importorskip("pyvista", minversion="0.34.2") + pyvista.OFF_SCREEN = True # Test point cloud without colors point_cloud = dataset.plot_las(index=0) From 7ca05937283909be533c425dda83ac55579b7f1e Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Mon, 23 Oct 2023 16:38:34 +0100 Subject: [PATCH 087/113] OSCD: fine-grained band selection, separate images (#1684) * Access bands as list * Update plotting * Clarify RGB indexing * Update OSCDDataModule approach to mean and std * Update AugmentationSequential * Remove unused import * satisfy mypy * update test * Define rgb_indices attribute * Fix test * fix typo in test * Fix dataset test * black format * Address most changes in dataset * Update transform * update dataset tests * update datamodule tests * Update datamodule * black format dataset * flake8 fixes * Fix bands * fix dataset tests * Doc Raises and add test * Shorter strings * Update Raises docstring info --- tests/datamodules/test_oscd.py | 45 +++++++++++------ tests/datasets/test_oscd.py | 22 ++++++--- torchgeo/datamodules/oscd.py | 82 ++++++++++++++----------------- torchgeo/datasets/oscd.py | 50 ++++++++++++++----- torchgeo/transforms/transforms.py | 2 +- 5 files changed, 119 insertions(+), 82 deletions(-) diff --git a/tests/datamodules/test_oscd.py b/tests/datamodules/test_oscd.py index 10e890d044b..0c009a8ec2f 100644 --- a/tests/datamodules/test_oscd.py +++ b/tests/datamodules/test_oscd.py @@ -8,10 +8,11 @@ from lightning.pytorch import Trainer from torchgeo.datamodules import OSCDDataModule +from torchgeo.datasets import OSCD class TestOSCDDataModule: - @pytest.fixture(params=["all", "rgb"]) + @pytest.fixture(params=[OSCD.all_bands, OSCD.rgb_bands]) def datamodule(self, request: SubRequest) -> OSCDDataModule: bands = request.param root = os.path.join("tests", "data", "oscd") @@ -34,12 +35,16 @@ def test_train_dataloader(self, datamodule: OSCDDataModule) -> None: datamodule.trainer.training = True batch = next(iter(datamodule.train_dataloader())) batch = datamodule.on_after_batch_transfer(batch, 0) - assert batch["image"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) - assert batch["image"].shape[0] == batch["mask"].shape[0] == 1 - if datamodule.bands == "all": - assert batch["image"].shape[1] == 26 + assert batch["image1"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) + assert batch["image1"].shape[0] == batch["mask"].shape[0] == 1 + assert batch["image2"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) + assert batch["image2"].shape[0] == batch["mask"].shape[0] == 1 + if datamodule.bands == OSCD.all_bands: + assert batch["image1"].shape[1] == 13 + assert batch["image2"].shape[1] == 13 else: - assert batch["image"].shape[1] == 6 + assert batch["image1"].shape[1] == 3 + assert batch["image2"].shape[1] == 3 def test_val_dataloader(self, datamodule: OSCDDataModule) -> None: datamodule.setup("validate") @@ -48,12 +53,16 @@ def test_val_dataloader(self, datamodule: OSCDDataModule) -> None: batch = next(iter(datamodule.val_dataloader())) batch = datamodule.on_after_batch_transfer(batch, 0) if datamodule.val_split_pct > 0.0: - assert batch["image"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) - assert batch["image"].shape[0] == batch["mask"].shape[0] == 1 - if datamodule.bands == "all": - assert batch["image"].shape[1] == 26 + assert batch["image1"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) + assert batch["image1"].shape[0] == batch["mask"].shape[0] == 1 + assert batch["image2"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) + assert batch["image2"].shape[0] == batch["mask"].shape[0] == 1 + if datamodule.bands == OSCD.all_bands: + assert batch["image1"].shape[1] == 13 + assert batch["image2"].shape[1] == 13 else: - assert batch["image"].shape[1] == 6 + assert batch["image1"].shape[1] == 3 + assert batch["image2"].shape[1] == 3 def test_test_dataloader(self, datamodule: OSCDDataModule) -> None: datamodule.setup("test") @@ -61,9 +70,13 @@ def test_test_dataloader(self, datamodule: OSCDDataModule) -> None: datamodule.trainer.testing = True batch = next(iter(datamodule.test_dataloader())) batch = datamodule.on_after_batch_transfer(batch, 0) - assert batch["image"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) - assert batch["image"].shape[0] == batch["mask"].shape[0] == 1 - if datamodule.bands == "all": - assert batch["image"].shape[1] == 26 + assert batch["image1"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) + assert batch["image1"].shape[0] == batch["mask"].shape[0] == 1 + assert batch["image2"].shape[-2:] == batch["mask"].shape[-2:] == (2, 2) + assert batch["image2"].shape[0] == batch["mask"].shape[0] == 1 + if datamodule.bands == OSCD.all_bands: + assert batch["image1"].shape[1] == 13 + assert batch["image2"].shape[1] == 13 else: - assert batch["image"].shape[1] == 6 + assert batch["image1"].shape[1] == 3 + assert batch["image2"].shape[1] == 3 diff --git a/tests/datasets/test_oscd.py b/tests/datasets/test_oscd.py index 78cbd30b8f7..493e40aa15b 100644 --- a/tests/datasets/test_oscd.py +++ b/tests/datasets/test_oscd.py @@ -23,7 +23,7 @@ def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: class TestOSCD: - @pytest.fixture(params=zip(["all", "rgb"], ["train", "test"])) + @pytest.fixture(params=zip([OSCD.all_bands, OSCD.rgb_bands], ["train", "test"])) def dataset( self, monkeypatch: MonkeyPatch, tmp_path: Path, request: SubRequest ) -> OSCD: @@ -72,15 +72,19 @@ def dataset( def test_getitem(self, dataset: OSCD) -> None: x = dataset[0] assert isinstance(x, dict) - assert isinstance(x["image"], torch.Tensor) - assert x["image"].ndim == 3 + assert isinstance(x["image1"], torch.Tensor) + assert x["image1"].ndim == 3 + assert isinstance(x["image2"], torch.Tensor) + assert x["image2"].ndim == 3 assert isinstance(x["mask"], torch.Tensor) assert x["mask"].ndim == 2 - if dataset.bands == "rgb": - assert x["image"].shape[0] == 6 + if dataset.bands == OSCD.rgb_bands: + assert x["image1"].shape[0] == 3 + assert x["image2"].shape[0] == 3 else: - assert x["image"].shape[0] == 26 + assert x["image1"].shape[0] == 13 + assert x["image2"].shape[0] == 13 def test_len(self, dataset: OSCD) -> None: if dataset.split == "train": @@ -109,3 +113,9 @@ def test_not_downloaded(self, tmp_path: Path) -> None: def test_plot(self, dataset: OSCD) -> None: dataset.plot(dataset[0], suptitle="Test") plt.close() + + def test_failed_plot(self, dataset: OSCD) -> None: + single_band_dataset = OSCD(root=dataset.root, bands=("B01",)) + with pytest.raises(ValueError, match="RGB bands must be present"): + x = single_band_dataset[0].copy() + single_band_dataset.plot(x, suptitle="Test") diff --git a/torchgeo/datamodules/oscd.py b/torchgeo/datamodules/oscd.py index 748c4038091..19f34677065 100644 --- a/torchgeo/datamodules/oscd.py +++ b/torchgeo/datamodules/oscd.py @@ -7,7 +7,6 @@ import kornia.augmentation as K import torch -from einops import repeat from ..datasets import OSCD from ..samplers.utils import _to_tuple @@ -16,6 +15,38 @@ from .geo import NonGeoDataModule from .utils import dataset_split +MEAN = { + "B01": 1583.0741, + "B02": 1374.3202, + "B03": 1294.1616, + "B04": 1325.6158, + "B05": 1478.7408, + "B06": 1933.0822, + "B07": 2166.0608, + "B08": 2076.4868, + "B8A": 2306.0652, + "B09": 690.9814, + "B10": 16.2360, + "B11": 2080.3347, + "B12": 1524.6930, +} + +STD = { + "B01": 52.1937, + "B02": 83.4168, + "B03": 105.6966, + "B04": 151.1401, + "B05": 147.4615, + "B06": 115.9289, + "B07": 123.1974, + "B08": 114.6483, + "B8A": 141.4530, + "B09": 73.2758, + "B10": 4.8368, + "B11": 213.4821, + "B12": 179.4793, +} + class OSCDDataModule(NonGeoDataModule): """LightningDataModule implementation for the OSCD dataset. @@ -26,42 +57,6 @@ class OSCDDataModule(NonGeoDataModule): .. versionadded:: 0.2 """ - mean = torch.tensor( - [ - 1583.0741, - 1374.3202, - 1294.1616, - 1325.6158, - 1478.7408, - 1933.0822, - 2166.0608, - 2076.4868, - 2306.0652, - 690.9814, - 16.2360, - 2080.3347, - 1524.6930, - ] - ) - - std = torch.tensor( - [ - 52.1937, - 83.4168, - 105.6966, - 151.1401, - 147.4615, - 115.9289, - 123.1974, - 114.6483, - 141.4530, - 73.2758, - 4.8368, - 213.4821, - 179.4793, - ] - ) - def __init__( self, batch_size: int = 64, @@ -86,19 +81,14 @@ def __init__( self.patch_size = _to_tuple(patch_size) self.val_split_pct = val_split_pct - self.bands = kwargs.get("bands", "all") - if self.bands == "rgb": - self.mean = self.mean[[3, 2, 1]] - self.std = self.std[[3, 2, 1]] - - # Change detection, 2 images from different times - self.mean = repeat(self.mean, "c -> (t c)", t=2) - self.std = repeat(self.std, "c -> (t c)", t=2) + self.bands = kwargs.get("bands", OSCD.all_bands) + self.mean = torch.tensor([MEAN[b] for b in self.bands]) + self.std = torch.tensor([STD[b] for b in self.bands]) self.aug = AugmentationSequential( K.Normalize(mean=self.mean, std=self.std), _RandomNCrop(self.patch_size, batch_size), - data_keys=["image", "mask"], + data_keys=["image1", "image2", "mask"], ) def setup(self, stage: str) -> None: diff --git a/torchgeo/datasets/oscd.py b/torchgeo/datasets/oscd.py index e24fbe4612c..af5843aff8f 100644 --- a/torchgeo/datasets/oscd.py +++ b/torchgeo/datasets/oscd.py @@ -78,11 +78,29 @@ class OSCD(NonGeoDataset): colormap = ["blue"] + all_bands = ( + "B01", + "B02", + "B03", + "B04", + "B05", + "B06", + "B07", + "B08", + "B8A", + "B09", + "B10", + "B11", + "B12", + ) + + rgb_bands = ("B04", "B03", "B02") + def __init__( self, root: str = "data", split: str = "train", - bands: str = "all", + bands: Sequence[str] = all_bands, transforms: Optional[Callable[[dict[str, Tensor]], dict[str, Tensor]]] = None, download: bool = False, checksum: bool = False, @@ -103,11 +121,12 @@ def __init__( don't match """ assert split in self.splits - assert bands in ["rgb", "all"] + assert set(bands) <= set(self.all_bands) + self.bands = bands + self.all_band_indices = [self.all_bands.index(b) for b in self.bands] self.root = root self.split = split - self.bands = bands self.transforms = transforms self.download = download self.checksum = checksum @@ -129,9 +148,7 @@ def __getitem__(self, index: int) -> dict[str, Tensor]: image1 = self._load_image(files["images1"]) image2 = self._load_image(files["images2"]) mask = self._load_target(str(files["mask"])) - - image = torch.cat([image1, image2]) - sample = {"image": image, "mask": mask} + sample = {"image1": image1, "image2": image2, "mask": mask} if self.transforms is not None: sample = self.transforms(sample) @@ -170,8 +187,8 @@ def get_image_paths(ind: int) -> list[str]: ) images1, images2 = get_image_paths(1), get_image_paths(2) - if self.bands == "rgb": - images1, images2 = images1[1:4][::-1], images2[1:4][::-1] + images1 = [images1[i] for i in self.all_band_indices] + images2 = [images2[i] for i in self.all_band_indices] with open(os.path.join(images_root, region, "dates.txt")) as f: dates = tuple( @@ -287,13 +304,21 @@ def plot( Returns: a matplotlib Figure with the rendered sample + + Raises: + ValueError: If *bands* does not include all RGB bands. """ ncols = 2 - rgb_inds = [3, 2, 1] if self.bands == "all" else [0, 1, 2] + try: + rgb_indices = [self.bands.index(band) for band in self.rgb_bands] + except ValueError as e: + raise ValueError( + "RGB bands must be present to use `plot` with S2 imagery." + ) from e def get_masked(img: Tensor) -> "np.typing.NDArray[np.uint8]": - rgb_img = img[rgb_inds].float().numpy() + rgb_img = img[rgb_indices].float().numpy() per02 = np.percentile(rgb_img, 2) per98 = np.percentile(rgb_img, 98) rgb_img = (np.clip((rgb_img - per02) / (per98 - per02), 0, 1) * 255).astype( @@ -307,9 +332,8 @@ def get_masked(img: Tensor) -> "np.typing.NDArray[np.uint8]": ) return array - idx = sample["image"].shape[0] // 2 - image1 = get_masked(sample["image"][:idx]) - image2 = get_masked(sample["image"][idx:]) + image1 = get_masked(sample["image1"]) + image2 = get_masked(sample["image2"]) fig, axs = plt.subplots(ncols=ncols, figsize=(ncols * 10, 10)) axs[0].imshow(image1) axs[0].axis("off") diff --git a/torchgeo/transforms/transforms.py b/torchgeo/transforms/transforms.py index ee332053d0d..d5c7cd97d39 100644 --- a/torchgeo/transforms/transforms.py +++ b/torchgeo/transforms/transforms.py @@ -42,7 +42,7 @@ def __init__( keys: list[str] = [] for key in data_keys: - if key == "image": + if key.startswith("image"): keys.append("input") elif key == "boxes": keys.append("bbox") From 00dd487d7e0e670918e20cf6ae908d2535210e2d Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Tue, 24 Oct 2023 12:50:24 -0500 Subject: [PATCH 088/113] CI: fix RAR backend installation (#1697) --- .github/workflows/tests.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index f34d52a2f6e..fbde341a08a 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -68,7 +68,7 @@ jobs: run: brew install rar if: ${{ runner.os == 'macOS' }} - name: Install choco dependencies (Windows) - run: choco install unrar + run: choco install 7zip if: ${{ runner.os == 'Windows' }} - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' From 1088d61b4fd81ec5d17cd4a8ac394edf1139a9f6 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 24 Oct 2023 18:09:42 +0000 Subject: [PATCH 089/113] Bump black[jupyter] from 23.10.0 to 23.10.1 in /requirements (#1693) Bumps [black[jupyter]](https://github.com/psf/black) from 23.10.0 to 23.10.1. - [Release notes](https://github.com/psf/black/releases) - [Changelog](https://github.com/psf/black/blob/main/CHANGES.md) - [Commits](https://github.com/psf/black/compare/23.10.0...23.10.1) --- updated-dependencies: - dependency-name: black[jupyter] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index f65a7f25898..3412e7e0f85 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -1,5 +1,5 @@ # style -black[jupyter]==23.10.0 +black[jupyter]==23.10.1 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 From 7a6407bb5b4f67f003089bab0064df7b371bcf27 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 24 Oct 2023 18:10:10 +0000 Subject: [PATCH 090/113] Bump actions/checkout from 4.1.0 to 4.1.1 (#1692) Bumps [actions/checkout](https://github.com/actions/checkout) from 4.1.0 to 4.1.1. - [Release notes](https://github.com/actions/checkout/releases) - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md) - [Commits](https://github.com/actions/checkout/compare/v4.1.0...v4.1.1) --- updated-dependencies: - dependency-name: actions/checkout dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .github/workflows/release.yaml | 6 +++--- .github/workflows/style.yaml | 10 +++++----- .github/workflows/tests.yaml | 6 +++--- .github/workflows/tutorials.yaml | 2 +- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 4333e29cfb9..64fee06d844 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -12,7 +12,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -40,7 +40,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -68,7 +68,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: diff --git a/.github/workflows/style.yaml b/.github/workflows/style.yaml index 5359e2fd18b..5cccfd96032 100644 --- a/.github/workflows/style.yaml +++ b/.github/workflows/style.yaml @@ -14,7 +14,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -39,7 +39,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -64,7 +64,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -89,7 +89,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -114,7 +114,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml index fbde341a08a..a078180b0c1 100644 --- a/.github/workflows/tests.yaml +++ b/.github/workflows/tests.yaml @@ -14,7 +14,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -45,7 +45,7 @@ jobs: python-version: ['3.9', '3.10', '3.11'] steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: @@ -92,7 +92,7 @@ jobs: MPLBACKEND: Agg steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index 621ce1064fe..8cb3c344f04 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -16,7 +16,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Clone repo - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Set up python uses: actions/setup-python@v4.7.1 with: From 770822226783172aaacde03ded12c06ea6338b84 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 24 Oct 2023 21:02:32 +0000 Subject: [PATCH 091/113] Bump pytest from 7.4.2 to 7.4.3 in /requirements (#1698) Bumps [pytest](https://github.com/pytest-dev/pytest) from 7.4.2 to 7.4.3. - [Release notes](https://github.com/pytest-dev/pytest/releases) - [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst) - [Commits](https://github.com/pytest-dev/pytest/compare/7.4.2...v7.4.3) --- updated-dependencies: - dependency-name: pytest dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/tests.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/tests.txt b/requirements/tests.txt index cf6e1eb2335..1cf4888beec 100644 --- a/requirements/tests.txt +++ b/requirements/tests.txt @@ -1,5 +1,5 @@ # tests mypy==1.6.1 nbmake==1.4.6 -pytest==7.4.2 +pytest==7.4.3 pytest-cov==4.1.0 From 7641755e6f6d5c9b3ac7c01d6e227c5500a0e0de Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 26 Oct 2023 16:51:11 -0500 Subject: [PATCH 092/113] Bump pandas from 2.1.1 to 2.1.2 in /requirements (#1701) Bumps [pandas](https://github.com/pandas-dev/pandas) from 2.1.1 to 2.1.2. - [Release notes](https://github.com/pandas-dev/pandas/releases) - [Commits](https://github.com/pandas-dev/pandas/compare/v2.1.1...v2.1.2) --- updated-dependencies: - dependency-name: pandas dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 6a22dff641a..a4db05b115e 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -9,7 +9,7 @@ lightly==1.4.21 lightning[pytorch-extra]==2.1.0 matplotlib==3.8.0 numpy==1.26.1 -pandas==2.1.1 +pandas==2.1.2 pillow==10.1.0 pyproj==3.6.1 rasterio==1.3.9 From 9e78960b58544639b107f7c2035a750468e7a560 Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Sat, 28 Oct 2023 14:23:59 +0100 Subject: [PATCH 093/113] Update levircd (#1696) * Update levircd * fix test_getitem --- tests/datasets/test_levircd.py | 6 ++++-- torchgeo/datasets/levircd.py | 6 ++---- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/tests/datasets/test_levircd.py b/tests/datasets/test_levircd.py index b4a46d43e62..c223a1075d7 100644 --- a/tests/datasets/test_levircd.py +++ b/tests/datasets/test_levircd.py @@ -38,9 +38,11 @@ def dataset( def test_getitem(self, dataset: LEVIRCDPlus) -> None: x = dataset[0] assert isinstance(x, dict) - assert isinstance(x["image"], torch.Tensor) + assert isinstance(x["image1"], torch.Tensor) + assert isinstance(x["image2"], torch.Tensor) assert isinstance(x["mask"], torch.Tensor) - assert x["image"].shape[0] == 2 + assert x["image1"].shape[0] == 3 + assert x["image2"].shape[0] == 3 def test_len(self, dataset: LEVIRCDPlus) -> None: assert len(dataset) == 2 diff --git a/torchgeo/datasets/levircd.py b/torchgeo/datasets/levircd.py index e03206f803d..f1e7bd390e7 100644 --- a/torchgeo/datasets/levircd.py +++ b/torchgeo/datasets/levircd.py @@ -106,9 +106,7 @@ def __getitem__(self, index: int) -> dict[str, Tensor]: image1 = self._load_image(files["image1"]) image2 = self._load_image(files["image2"]) mask = self._load_target(files["mask"]) - - image = torch.stack(tensors=[image1, image2], dim=0) - sample = {"image": image, "mask": mask} + sample = {"image1": image1, "image2": image2, "mask": mask} if self.transforms is not None: sample = self.transforms(sample) @@ -227,7 +225,7 @@ def plot( .. versionadded:: 0.2 """ - image1, image2, mask = (sample["image"][0], sample["image"][1], sample["mask"]) + image1, image2, mask = (sample["image1"], sample["image2"], sample["mask"]) ncols = 3 if "prediction" in sample: From 1fc0f2726e9d58995dd1fd6f0cc071cf0afb5373 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sat, 28 Oct 2023 08:32:59 -0500 Subject: [PATCH 094/113] pytest: ignore distutils usage in torchmetrics (#1688) --- pyproject.toml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/pyproject.toml b/pyproject.toml index 0f3dc47652a..59982abe5ea 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -212,6 +212,9 @@ filterwarnings = [ # https://github.com/pytorch/pytorch/pull/69823 "ignore:distutils Version classes are deprecated. Use packaging.version instead:DeprecationWarning", "ignore:The distutils package is deprecated and slated for removal in Python 3.12:DeprecationWarning:torch.utils.tensorboard", + # https://github.com/Lightning-AI/torchmetrics/issues/2121 + # https://github.com/Lightning-AI/torchmetrics/pull/2137 + "ignore:The distutils package is deprecated and slated for removal in Python 3.12:DeprecationWarning:torchmetrics.utilities.imports", # https://github.com/Lightning-AI/lightning/issues/13256 # https://github.com/Lightning-AI/lightning/pull/13261 "ignore:torch.distributed._sharded_tensor will be deprecated:DeprecationWarning:torch.distributed._sharded_tensor", From 01fe8d5e5dba751fc7e10298464dfd43fbd9707f Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Sat, 28 Oct 2023 08:33:17 -0500 Subject: [PATCH 095/113] SSL4EO: fix invocation of training script (#1689) --- experiments/ssl4eo/landsat/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/experiments/ssl4eo/landsat/README.md b/experiments/ssl4eo/landsat/README.md index 9ceeab439e3..d681ea28986 100644 --- a/experiments/ssl4eo/landsat/README.md +++ b/experiments/ssl4eo/landsat/README.md @@ -89,7 +89,7 @@ This will create patches of NLCD and CDL data with the same locations and dimens Using either the newly created datasets or after downloading the datasets from Hugging Face, you can run each experiment using: ```console -$ torchgeo --config *.yaml +$ torchgeo fit --config *.yaml ``` The config files to be passed can be found in the `conf/` directory. Feel free to tweak any hyperparameters you see in these files. The default values are the optimal hyperparameters we found. From 906e1133e193375b0ca1da99b48a275ba449cab0 Mon Sep 17 00:00:00 2001 From: kaybe20 <63539645+kaybe20@users.noreply.github.com> Date: Sat, 28 Oct 2023 16:51:51 +0200 Subject: [PATCH 096/113] Fix all Trainers to support PyTorch DataLoaders (#1703) * Fix all Trainers to support PyTorch DataLoaders * Add DataLoader Fix For MultiLabelClassification --------- Co-authored-by: Kay Benkert --- torchgeo/trainers/classification.py | 2 ++ torchgeo/trainers/detection.py | 1 + torchgeo/trainers/regression.py | 1 + torchgeo/trainers/segmentation.py | 1 + 4 files changed, 5 insertions(+) diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py index 5d443b1c791..21a94b4be3d 100644 --- a/torchgeo/trainers/classification.py +++ b/torchgeo/trainers/classification.py @@ -190,6 +190,7 @@ def validation_step( if ( batch_idx < 10 and hasattr(self.trainer, "datamodule") + and hasattr(self.trainer.datamodule, "plot") and self.logger and hasattr(self.logger, "experiment") and hasattr(self.logger.experiment, "add_figure") @@ -313,6 +314,7 @@ def validation_step( if ( batch_idx < 10 and hasattr(self.trainer, "datamodule") + and hasattr(self.trainer.datamodule, "plot") and self.logger and hasattr(self.logger, "experiment") and hasattr(self.logger.experiment, "add_figure") diff --git a/torchgeo/trainers/detection.py b/torchgeo/trainers/detection.py index 840f2b6c36f..127c7bfc798 100644 --- a/torchgeo/trainers/detection.py +++ b/torchgeo/trainers/detection.py @@ -259,6 +259,7 @@ def validation_step( if ( batch_idx < 10 and hasattr(self.trainer, "datamodule") + and hasattr(self.trainer.datamodule, "plot") and self.logger and hasattr(self.logger, "experiment") and hasattr(self.logger.experiment, "add_figure") diff --git a/torchgeo/trainers/regression.py b/torchgeo/trainers/regression.py index 2d142dacb19..b2847556620 100644 --- a/torchgeo/trainers/regression.py +++ b/torchgeo/trainers/regression.py @@ -185,6 +185,7 @@ def validation_step( if ( batch_idx < 10 and hasattr(self.trainer, "datamodule") + and hasattr(self.trainer.datamodule, "plot") and self.logger and hasattr(self.logger, "experiment") and hasattr(self.logger.experiment, "add_figure") diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py index a0e03082545..9a67d051c9a 100644 --- a/torchgeo/trainers/segmentation.py +++ b/torchgeo/trainers/segmentation.py @@ -245,6 +245,7 @@ def validation_step( if ( batch_idx < 10 and hasattr(self.trainer, "datamodule") + and hasattr(self.trainer.datamodule, "plot") and self.logger and hasattr(self.logger, "experiment") and hasattr(self.logger.experiment, "add_figure") From 49cf861470c24a45be3d5c63b2c7af864cd63be6 Mon Sep 17 00:00:00 2001 From: Hitesh Tolani <70803669+pioneerHitesh@users.noreply.github.com> Date: Sat, 28 Oct 2023 23:13:27 +0530 Subject: [PATCH 097/113] Fixed ``path`` and ``root`` inconsistency (#1704) --- torchgeo/datasets/agb_live_woody_density.py | 2 +- torchgeo/datasets/astergdem.py | 2 +- torchgeo/datasets/cdl.py | 2 +- torchgeo/datasets/chesapeake.py | 2 +- torchgeo/datasets/cms_mangrove_canopy.py | 2 +- torchgeo/datasets/esri2020.py | 2 +- torchgeo/datasets/eudem.py | 2 +- torchgeo/datasets/globbiomass.py | 2 +- torchgeo/datasets/l7irish.py | 2 +- torchgeo/datasets/l8biome.py | 2 +- torchgeo/datasets/nlcd.py | 2 +- torchgeo/datasets/openbuildings.py | 4 ++-- 12 files changed, 13 insertions(+), 13 deletions(-) diff --git a/torchgeo/datasets/agb_live_woody_density.py b/torchgeo/datasets/agb_live_woody_density.py index ec9ae90bd67..885d6bc4fac 100644 --- a/torchgeo/datasets/agb_live_woody_density.py +++ b/torchgeo/datasets/agb_live_woody_density.py @@ -105,7 +105,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.paths}` and `download=False`, " + f"Dataset not found in `paths={self.paths!r}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) diff --git a/torchgeo/datasets/astergdem.py b/torchgeo/datasets/astergdem.py index 305c6bf873c..b09b5c32b2b 100644 --- a/torchgeo/datasets/astergdem.py +++ b/torchgeo/datasets/astergdem.py @@ -88,7 +88,7 @@ def _verify(self) -> None: return raise RuntimeError( - f"Dataset not found in `root={self.paths}` " + f"Dataset not found in `paths={self.paths!r}` " "either specify a different `root` directory or make sure you " "have manually downloaded dataset tiles as suggested in the documentation." ) diff --git a/torchgeo/datasets/cdl.py b/torchgeo/datasets/cdl.py index 39a7a105325..b20006656ab 100644 --- a/torchgeo/datasets/cdl.py +++ b/torchgeo/datasets/cdl.py @@ -314,7 +314,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.paths}` and `download=False`, " + f"Dataset not found in `paths={self.paths!r}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) diff --git a/torchgeo/datasets/chesapeake.py b/torchgeo/datasets/chesapeake.py index 5dd3acb1b97..ca3feec3414 100644 --- a/torchgeo/datasets/chesapeake.py +++ b/torchgeo/datasets/chesapeake.py @@ -156,7 +156,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.paths}` and `download=False`, " + f"Dataset not found in `paths={self.paths!r}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index df02764705f..85c7f11c7b3 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -244,7 +244,7 @@ def _verify(self) -> None: return raise RuntimeError( - f"Dataset not found in `root={self.paths}` " + f"Dataset not found in `paths={self.paths!r}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as instructed in the documentation." ) diff --git a/torchgeo/datasets/esri2020.py b/torchgeo/datasets/esri2020.py index 6b875b8e040..71cacc31d3b 100644 --- a/torchgeo/datasets/esri2020.py +++ b/torchgeo/datasets/esri2020.py @@ -125,7 +125,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.paths}` and `download=False`, " + f"Dataset not found in `paths={self.paths!r}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) diff --git a/torchgeo/datasets/eudem.py b/torchgeo/datasets/eudem.py index 35313dae075..3b17e56b7b8 100644 --- a/torchgeo/datasets/eudem.py +++ b/torchgeo/datasets/eudem.py @@ -139,7 +139,7 @@ def _verify(self) -> None: return raise RuntimeError( - f"Dataset not found in `root={self.paths}` " + f"Dataset not found in `paths={self.paths!r}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as suggested in the documentation." ) diff --git a/torchgeo/datasets/globbiomass.py b/torchgeo/datasets/globbiomass.py index 7fe6428c8ec..7b8acf95656 100644 --- a/torchgeo/datasets/globbiomass.py +++ b/torchgeo/datasets/globbiomass.py @@ -225,7 +225,7 @@ def _verify(self) -> None: return raise RuntimeError( - f"Dataset not found in `root={self.paths}` " + f"Dataset not found in `paths={self.paths!r}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as suggested in the documentation." ) diff --git a/torchgeo/datasets/l7irish.py b/torchgeo/datasets/l7irish.py index 5f1fd760199..2f37d64c251 100644 --- a/torchgeo/datasets/l7irish.py +++ b/torchgeo/datasets/l7irish.py @@ -149,7 +149,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.paths}` and `download=False`, " + f"Dataset not found in `paths={self.paths!r}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) diff --git a/torchgeo/datasets/l8biome.py b/torchgeo/datasets/l8biome.py index 68444df0ce8..575ade01b96 100644 --- a/torchgeo/datasets/l8biome.py +++ b/torchgeo/datasets/l8biome.py @@ -148,7 +148,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.paths}` and `download=False`, " + f"Dataset not found in `paths={self.paths!r}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) diff --git a/torchgeo/datasets/nlcd.py b/torchgeo/datasets/nlcd.py index de2b0c7bd92..2f254506de1 100644 --- a/torchgeo/datasets/nlcd.py +++ b/torchgeo/datasets/nlcd.py @@ -209,7 +209,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: raise RuntimeError( - f"Dataset not found in `root={self.paths}` and `download=False`, " + f"Dataset not found in `paths={self.paths!r}` and `download=False`, " "either specify a different `root` directory or use `download=True` " "to automatically download the dataset." ) diff --git a/torchgeo/datasets/openbuildings.py b/torchgeo/datasets/openbuildings.py index 32c66d73199..22ba2c0f560 100644 --- a/torchgeo/datasets/openbuildings.py +++ b/torchgeo/datasets/openbuildings.py @@ -418,11 +418,11 @@ def _verify(self) -> None: if not os.path.exists(os.path.join(self.paths, self.meta_data_filename)): raise FileNotFoundError( f"Meta data file {self.meta_data_filename} " - f"not found in in `root={self.paths}`." + f"not found in in `paths={self.paths!r}`." ) raise RuntimeError( - f"Dataset not found in `root={self.paths}` " + f"Dataset not found in `paths={self.paths!r}` " "either specify a different `root` directory or make sure you " "have manually downloaded the dataset as suggested in the documentation." ) From 32a73073294eba58feeba54b4de0b76cf23efadb Mon Sep 17 00:00:00 2001 From: Adrian Tofting Date: Tue, 31 Oct 2023 15:07:41 +0100 Subject: [PATCH 098/113] Add check if path is vsi (#1612) * Add check if path is vsi * Add url to reference for apache vsi syntax * Add missing check to if * Copy rasterio SCHEMES definition into torchgeo * Check all schemes, not only last * Simplify method path_is_vsi * Add tests * Remove print * Update test names * Add missing comma in list * Update torchgeo/datasets/utils.py Co-authored-by: Adam J. Stewart * Update torchgeo/datasets/utils.py Co-authored-by: Adam J. Stewart * Use pytest tmp_path for test * Warn if some of input paths are invalid * Update docstring for mocked class * Handle tests failing due to UserWarning * Remove unnecessary filterwarning * Test CustomGeoDataset instead of MockRasterDataset * Merge two similar tests * str instead of as_posix Wait with pathlib syntax Co-authored-by: Adam J. Stewart --------- Co-authored-by: Adrian Tofting Co-authored-by: Adam J. Stewart --- tests/datasets/test_geo.py | 21 ++++++++++++++++++++- torchgeo/datasets/geo.py | 17 +++++++++++++++-- torchgeo/datasets/utils.py | 24 ++++++++++++++++++++++++ 3 files changed, 59 insertions(+), 3 deletions(-) diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py index 6b73bb0e8a4..8202c7a92b0 100644 --- a/tests/datasets/test_geo.py +++ b/tests/datasets/test_geo.py @@ -4,7 +4,7 @@ import pickle from collections.abc import Iterable from pathlib import Path -from typing import Union +from typing import Optional, Union import pytest import torch @@ -33,11 +33,13 @@ def __init__( bounds: BoundingBox = BoundingBox(0, 1, 2, 3, 4, 5), crs: CRS = CRS.from_epsg(4087), res: float = 1, + paths: Optional[Union[str, Iterable[str]]] = None, ) -> None: super().__init__() self.index.insert(0, tuple(bounds)) self._crs = crs self.res = res + self.paths = paths or [] def __getitem__(self, query: BoundingBox) -> dict[str, BoundingBox]: hits = self.index.intersection(tuple(query), objects=True) @@ -152,6 +154,23 @@ def test_and_nongeo(self, dataset: GeoDataset) -> None: ): dataset & ds2 # type: ignore[operator] + def test_files_property_for_non_existing_file_or_dir(self, tmp_path: Path) -> None: + paths = [str(tmp_path), str(tmp_path / "non_existing_file.tif")] + with pytest.warns(UserWarning, match="Path was ignored."): + assert len(CustomGeoDataset(paths=paths).files) == 0 + + def test_files_property_for_virtual_files(self) -> None: + # Tests only a subset of schemes and combinations. + paths = [ + "file://directory/file.tif", + "zip://archive.zip!folder/file.tif", + "az://azure_bucket/prefix/file.tif", + "/vsiaz/azure_bucket/prefix/file.tif", + "zip+az://azure_bucket/prefix/archive.zip!folder_in_archive/file.tif", + "/vsizip//vsiaz/azure_bucket/prefix/archive.zip/folder_in_archive/file.tif", + ] + assert len(CustomGeoDataset(paths=paths).files) == len(paths) + class TestRasterDataset: @pytest.fixture(params=zip([["R", "G", "B"], None], [True, False])) diff --git a/torchgeo/datasets/geo.py b/torchgeo/datasets/geo.py index 7c5c68ac654..9f90e8b75bf 100644 --- a/torchgeo/datasets/geo.py +++ b/torchgeo/datasets/geo.py @@ -9,6 +9,7 @@ import os import re import sys +import warnings from collections.abc import Iterable, Sequence from typing import Any, Callable, Optional, Union, cast @@ -29,7 +30,13 @@ from torchvision.datasets import ImageFolder from torchvision.datasets.folder import default_loader as pil_loader -from .utils import BoundingBox, concat_samples, disambiguate_timestamp, merge_samples +from .utils import ( + BoundingBox, + concat_samples, + disambiguate_timestamp, + merge_samples, + path_is_vsi, +) class GeoDataset(Dataset[dict[str, Any]], abc.ABC): @@ -298,8 +305,14 @@ def files(self) -> set[str]: if os.path.isdir(path): pathname = os.path.join(path, "**", self.filename_glob) files |= set(glob.iglob(pathname, recursive=True)) - else: + elif os.path.isfile(path) or path_is_vsi(path): files.add(path) + else: + warnings.warn( + f"Could not find any relevant files for provided path '{path}'. " + f"Path was ignored.", + UserWarning, + ) return files diff --git a/torchgeo/datasets/utils.py b/torchgeo/datasets/utils.py index 55d94abed6f..3fd2fc3b607 100644 --- a/torchgeo/datasets/utils.py +++ b/torchgeo/datasets/utils.py @@ -737,3 +737,27 @@ def percentile_normalization( (img - lower_percentile) / (upper_percentile - lower_percentile + 1e-5), 0, 1 ) return img_normalized + + +def path_is_vsi(path: str) -> bool: + """Checks if the given path is pointing to a Virtual File System. + + .. note:: + Does not check if the path exists, or if it is a dir or file. + + VSI can for instance be Cloud Storage Blobs or zip-archives. + They will start with a prefix indicating this. + For examples of these, see references for the two accepted syntaxes. + + * https://gdal.org/user/virtual_file_systems.html + * https://rasterio.readthedocs.io/en/latest/topics/datasets.html + + Args: + path: string representing a directory or file + + Returns: + True if path is on a virtual file system, else False + + .. versionadded:: 0.6 + """ + return "://" in path or path.startswith("/vsi") From 1fb03013c80b6474f9cd3b41aff64474f09a9924 Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Wed, 1 Nov 2023 16:16:51 +0000 Subject: [PATCH 099/113] Add data module for LEVIR-CD+ dataset (#1707) * add file * Add to init * refactor * format * isort * match to oscd * Add test * remove mean and std * update docstring with versionadded * address test issues * fix init * fix init dataset * fix type hint * import * add fixture * import pytest * make image float * fix plotting * isort * mock download * fix import * satisfy mypy * Fix fixture for TestLEVIRCDPlusDataModule * fix imports * Fix test values * fix test values * add val_split_pct=0.5 * Prevent divide by zero * Update torchgeo/datamodules/levircd.py Co-authored-by: Adam J. Stewart * Update torchgeo/datasets/levircd.py Co-authored-by: Adam J. Stewart * remove cast import * remove unused parameterization * Return cast * address mypy * try again mypy --------- Co-authored-by: Adam J. Stewart --- tests/datamodules/test_levircd.py | 78 +++++++++++++++++++++++++++++++ torchgeo/datamodules/__init__.py | 2 + torchgeo/datamodules/levircd.py | 70 +++++++++++++++++++++++++++ torchgeo/datasets/levircd.py | 24 ++++++++-- 4 files changed, 169 insertions(+), 5 deletions(-) create mode 100644 tests/datamodules/test_levircd.py create mode 100644 torchgeo/datamodules/levircd.py diff --git a/tests/datamodules/test_levircd.py b/tests/datamodules/test_levircd.py new file mode 100644 index 00000000000..8e67152346a --- /dev/null +++ b/tests/datamodules/test_levircd.py @@ -0,0 +1,78 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +import os +import shutil +from pathlib import Path + +import pytest +from lightning.pytorch import Trainer +from pytest import MonkeyPatch + +import torchgeo.datasets.utils +from torchgeo.datamodules import LEVIRCDPlusDataModule +from torchgeo.datasets import LEVIRCDPlus + + +def download_url(url: str, root: str, *args: str) -> None: + shutil.copy(url, root) + + +class TestLEVIRCDPlusDataModule: + @pytest.fixture + def datamodule( + self, monkeypatch: MonkeyPatch, tmp_path: Path + ) -> LEVIRCDPlusDataModule: + monkeypatch.setattr(torchgeo.datasets.utils, "download_url", download_url) + md5 = "1adf156f628aa32fb2e8fe6cada16c04" + monkeypatch.setattr(LEVIRCDPlus, "md5", md5) + url = os.path.join("tests", "data", "levircd", "LEVIR-CD+.zip") + monkeypatch.setattr(LEVIRCDPlus, "url", url) + + root = str(tmp_path) + dm = LEVIRCDPlusDataModule( + root=root, download=True, num_workers=0, checksum=True, val_split_pct=0.5 + ) + dm.prepare_data() + dm.trainer = Trainer(accelerator="cpu", max_epochs=1) + return dm + + def test_train_dataloader(self, datamodule: LEVIRCDPlusDataModule) -> None: + datamodule.setup("fit") + if datamodule.trainer: + datamodule.trainer.training = True + batch = next(iter(datamodule.train_dataloader())) + batch = datamodule.on_after_batch_transfer(batch, 0) + assert batch["image1"].shape[-2:] == batch["mask"].shape[-2:] == (256, 256) + assert batch["image1"].shape[0] == batch["mask"].shape[0] == 8 + assert batch["image2"].shape[-2:] == batch["mask"].shape[-2:] == (256, 256) + assert batch["image2"].shape[0] == batch["mask"].shape[0] == 8 + assert batch["image1"].shape[1] == 3 + assert batch["image2"].shape[1] == 3 + + def test_val_dataloader(self, datamodule: LEVIRCDPlusDataModule) -> None: + datamodule.setup("validate") + if datamodule.trainer: + datamodule.trainer.validating = True + batch = next(iter(datamodule.val_dataloader())) + batch = datamodule.on_after_batch_transfer(batch, 0) + if datamodule.val_split_pct > 0.0: + assert batch["image1"].shape[-2:] == batch["mask"].shape[-2:] == (256, 256) + assert batch["image1"].shape[0] == batch["mask"].shape[0] == 8 + assert batch["image2"].shape[-2:] == batch["mask"].shape[-2:] == (256, 256) + assert batch["image2"].shape[0] == batch["mask"].shape[0] == 8 + assert batch["image1"].shape[1] == 3 + assert batch["image2"].shape[1] == 3 + + def test_test_dataloader(self, datamodule: LEVIRCDPlusDataModule) -> None: + datamodule.setup("test") + if datamodule.trainer: + datamodule.trainer.testing = True + batch = next(iter(datamodule.test_dataloader())) + batch = datamodule.on_after_batch_transfer(batch, 0) + assert batch["image1"].shape[-2:] == batch["mask"].shape[-2:] == (256, 256) + assert batch["image1"].shape[0] == batch["mask"].shape[0] == 8 + assert batch["image2"].shape[-2:] == batch["mask"].shape[-2:] == (256, 256) + assert batch["image2"].shape[0] == batch["mask"].shape[0] == 8 + assert batch["image1"].shape[1] == 3 + assert batch["image2"].shape[1] == 3 diff --git a/torchgeo/datamodules/__init__.py b/torchgeo/datamodules/__init__.py index 8761e850e18..66555c7b978 100644 --- a/torchgeo/datamodules/__init__.py +++ b/torchgeo/datamodules/__init__.py @@ -18,6 +18,7 @@ from .l7irish import L7IrishDataModule from .l8biome import L8BiomeDataModule from .landcoverai import LandCoverAIDataModule +from .levircd import LEVIRCDPlusDataModule from .loveda import LoveDADataModule from .naip import NAIPChesapeakeDataModule from .nasa_marine_debris import NASAMarineDebrisDataModule @@ -56,6 +57,7 @@ "GID15DataModule", "InriaAerialImageLabelingDataModule", "LandCoverAIDataModule", + "LEVIRCDPlusDataModule", "LoveDADataModule", "NASAMarineDebrisDataModule", "OSCDDataModule", diff --git a/torchgeo/datamodules/levircd.py b/torchgeo/datamodules/levircd.py new file mode 100644 index 00000000000..b021d8c860b --- /dev/null +++ b/torchgeo/datamodules/levircd.py @@ -0,0 +1,70 @@ +# Copyright (c) Microsoft Corporation. All rights reserved. +# Licensed under the MIT License. + +"""LEVIR-CD+ datamodule.""" + +from typing import Any, Union + +import kornia.augmentation as K + +from torchgeo.datamodules.utils import dataset_split +from torchgeo.samplers.utils import _to_tuple + +from ..datasets import LEVIRCDPlus +from ..transforms import AugmentationSequential +from ..transforms.transforms import _RandomNCrop +from .geo import NonGeoDataModule + + +class LEVIRCDPlusDataModule(NonGeoDataModule): + """LightningDataModule implementation for the LEVIR-CD+ dataset. + + Uses the train/test splits from the dataset and further splits + the train split into train/val splits. + + .. versionadded:: 0.6 + """ + + def __init__( + self, + batch_size: int = 8, + patch_size: Union[tuple[int, int], int] = 256, + val_split_pct: float = 0.2, + num_workers: int = 0, + **kwargs: Any, + ) -> None: + """Initialize a new LEVIRCDPlusDataModule instance. + + Args: + batch_size: Size of each mini-batch. + patch_size: Size of each patch, either ``size`` or ``(height, width)``. + Should be a multiple of 32 for most segmentation architectures. + val_split_pct: Percentage of the dataset to use as a validation set. + num_workers: Number of workers for parallel data loading. + **kwargs: Additional keyword arguments passed to + :class:`~torchgeo.datasets.LEVIRCDPlus`. + """ + super().__init__(LEVIRCDPlus, 1, num_workers, **kwargs) + + self.patch_size = _to_tuple(patch_size) + self.val_split_pct = val_split_pct + + self.aug = AugmentationSequential( + K.Normalize(mean=self.mean, std=self.std), + _RandomNCrop(self.patch_size, batch_size), + data_keys=["image1", "image2", "mask"], + ) + + def setup(self, stage: str) -> None: + """Set up datasets. + + Args: + stage: Either 'fit', 'validate', 'test', or 'predict'. + """ + if stage in ["fit", "validate"]: + self.dataset = LEVIRCDPlus(split="train", **self.kwargs) + self.train_dataset, self.val_dataset = dataset_split( + self.dataset, val_pct=self.val_split_pct + ) + if stage in ["test"]: + self.test_dataset = LEVIRCDPlus(split="test", **self.kwargs) diff --git a/torchgeo/datasets/levircd.py b/torchgeo/datasets/levircd.py index f1e7bd390e7..6a87ec27105 100644 --- a/torchgeo/datasets/levircd.py +++ b/torchgeo/datasets/levircd.py @@ -156,7 +156,7 @@ def _load_image(self, path: str) -> Tensor: filename = os.path.join(path) with Image.open(filename) as img: array: "np.typing.NDArray[np.int_]" = np.array(img.convert("RGB")) - tensor = torch.from_numpy(array) + tensor = torch.from_numpy(array).float() # Convert from HxWxC to CxHxW tensor = tensor.permute((2, 0, 1)) return tensor @@ -225,20 +225,34 @@ def plot( .. versionadded:: 0.2 """ - image1, image2, mask = (sample["image1"], sample["image2"], sample["mask"]) ncols = 3 + def get_rgb(img: Tensor) -> "np.typing.NDArray[np.uint8]": + rgb_img = img.permute(1, 2, 0).float().numpy() + per02 = np.percentile(rgb_img, 2) + per98 = np.percentile(rgb_img, 98) + delta = per98 - per02 + epsilon = 1e-7 + norm_img: "np.typing.NDArray[np.uint8]" = ( + np.clip((rgb_img - per02) / (delta + epsilon), 0, 1) * 255 + ).astype(np.uint8) + return norm_img + + image1 = get_rgb(sample["image1"]) + image2 = get_rgb(sample["image2"]) + mask = sample["mask"].numpy() + if "prediction" in sample: prediction = sample["prediction"] ncols += 1 fig, axs = plt.subplots(nrows=1, ncols=ncols, figsize=(10, ncols * 5)) - axs[0].imshow(image1.permute(1, 2, 0)) + axs[0].imshow(image1) axs[0].axis("off") - axs[1].imshow(image2.permute(1, 2, 0)) + axs[1].imshow(image2) axs[1].axis("off") - axs[2].imshow(mask) + axs[2].imshow(mask, cmap="gray") axs[2].axis("off") if "prediction" in sample: From 94d0619fe549ec4e5755cdc8727c5a0d951fe135 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 1 Nov 2023 23:00:12 +0000 Subject: [PATCH 100/113] Bump matplotlib from 3.8.0 to 3.8.1 in /requirements (#1708) * Bump matplotlib from 3.8.0 to 3.8.1 in /requirements Bumps [matplotlib](https://github.com/matplotlib/matplotlib) from 3.8.0 to 3.8.1. - [Release notes](https://github.com/matplotlib/matplotlib/releases) - [Commits](https://github.com/matplotlib/matplotlib/compare/v3.8.0...v3.8.1) --- updated-dependencies: - dependency-name: matplotlib dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] * plt.show now has type hints --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Adam J. Stewart --- .pre-commit-config.yaml | 2 +- experiments/ssl4eo/landsat/plot_landsat_bands.py | 2 +- experiments/ssl4eo/landsat/plot_landsat_timeline.py | 2 +- experiments/torchgeo/plot_bar_chart.py | 2 +- experiments/torchgeo/plot_dataloader_benchmark.py | 2 +- experiments/torchgeo/plot_percentage_benchmark.py | 2 +- requirements/required.txt | 2 +- 7 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index da8e338b2c2..aee95c75d87 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -34,5 +34,5 @@ repos: hooks: - id: mypy args: [--strict, --ignore-missing-imports, --show-error-codes] - additional_dependencies: [torch>=2, torchmetrics>=0.10, lightning>=2.0.9, pytest>=6.1.2, pyvista>=0.34.2, kornia>=0.6.5, numpy>=1.22] + additional_dependencies: [kornia>=0.6.5, lightning>=2.0.9, matplotlib>=3.8.1, numpy>=1.22, pytest>=6.1.2, pyvista>=0.34.2, torch>=2, torchmetrics>=0.10] exclude: (build|data|dist|logo|logs|output)/ diff --git a/experiments/ssl4eo/landsat/plot_landsat_bands.py b/experiments/ssl4eo/landsat/plot_landsat_bands.py index 591bfeba49a..edfd6c86ec7 100755 --- a/experiments/ssl4eo/landsat/plot_landsat_bands.py +++ b/experiments/ssl4eo/landsat/plot_landsat_bands.py @@ -163,4 +163,4 @@ plt.tight_layout() plt.subplots_adjust(wspace=0.05) -plt.show() # type: ignore[no-untyped-call] +plt.show() diff --git a/experiments/ssl4eo/landsat/plot_landsat_timeline.py b/experiments/ssl4eo/landsat/plot_landsat_timeline.py index ca043500755..94eb40dbe0e 100755 --- a/experiments/ssl4eo/landsat/plot_landsat_timeline.py +++ b/experiments/ssl4eo/landsat/plot_landsat_timeline.py @@ -141,4 +141,4 @@ ax.spines[["top", "right"]].set_visible(False) plt.tight_layout() -plt.show() # type: ignore[no-untyped-call] +plt.show() diff --git a/experiments/torchgeo/plot_bar_chart.py b/experiments/torchgeo/plot_bar_chart.py index 6eac7b8bb98..9f421183789 100755 --- a/experiments/torchgeo/plot_bar_chart.py +++ b/experiments/torchgeo/plot_bar_chart.py @@ -74,4 +74,4 @@ plt.gca().spines.right.set_visible(False) plt.gca().spines.top.set_visible(False) plt.tight_layout() -plt.show() # type: ignore[no-untyped-call] +plt.show() diff --git a/experiments/torchgeo/plot_dataloader_benchmark.py b/experiments/torchgeo/plot_dataloader_benchmark.py index cc77ce4cf86..4c313ca174f 100755 --- a/experiments/torchgeo/plot_dataloader_benchmark.py +++ b/experiments/torchgeo/plot_dataloader_benchmark.py @@ -40,4 +40,4 @@ plt.gca().spines.right.set_visible(False) plt.gca().spines.top.set_visible(False) plt.tight_layout() -plt.show() # type: ignore[no-untyped-call] +plt.show() diff --git a/experiments/torchgeo/plot_percentage_benchmark.py b/experiments/torchgeo/plot_percentage_benchmark.py index a1b69160e6f..e0f2aa3b0e8 100755 --- a/experiments/torchgeo/plot_percentage_benchmark.py +++ b/experiments/torchgeo/plot_percentage_benchmark.py @@ -53,4 +53,4 @@ ax.set_xlabel("batch size") ax.set_ylabel("% sampling rate (patches/sec)") ax.legend() -plt.show() # type: ignore[no-untyped-call] +plt.show() diff --git a/requirements/required.txt b/requirements/required.txt index a4db05b115e..d0cbe7e97f5 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -7,7 +7,7 @@ fiona==1.9.5 kornia==0.7.0 lightly==1.4.21 lightning[pytorch-extra]==2.1.0 -matplotlib==3.8.0 +matplotlib==3.8.1 numpy==1.26.1 pandas==2.1.2 pillow==10.1.0 From fa1862ab2b608b80c7500153c54ca85532dfa590 Mon Sep 17 00:00:00 2001 From: Nils Lehmann <35272119+nilsleh@users.noreply.github.com> Date: Sun, 5 Nov 2023 21:59:07 +0100 Subject: [PATCH 101/113] Fix Download Link AGB Live Woody Biomass dataset (#1713) * fix link * one line link --- .../Aboveground_Live_Woody_Biomass_Density.geojson | 2 +- tests/data/agb_live_woody_density/data.py | 4 ++-- torchgeo/datasets/agb_live_woody_density.py | 7 ++----- 3 files changed, 5 insertions(+), 8 deletions(-) diff --git a/tests/data/agb_live_woody_density/Aboveground_Live_Woody_Biomass_Density.geojson b/tests/data/agb_live_woody_density/Aboveground_Live_Woody_Biomass_Density.geojson index 169191641e1..7beec3e9db3 100644 --- a/tests/data/agb_live_woody_density/Aboveground_Live_Woody_Biomass_Density.geojson +++ b/tests/data/agb_live_woody_density/Aboveground_Live_Woody_Biomass_Density.geojson @@ -1 +1 @@ -{"type": "FeatureCollection", "name": "Aboveground_Live_Woody_Biomass_Density", "crs": {"type": "name", "properties": {"name": "urn:ogc:def:crs:OGC:1.3:CRS84"}}, "features": [{"type": "Feature", "properties": {"tile_id": "00N_000E", "download": "tests/data/agb_live_woody_density/00N_000E.tif", "ObjectId": 1, "Shape__Area": 1245542622548.87, "Shape__Length": 4464169.76558139}, "geometry": {"type": "Polygon", "coordinates": [[[0.0, 0.0], [10.0, 0.0], [10.0, -10.0], [0.0, -10.0], [0.0, 0.0]]]}}]} \ No newline at end of file +{"type": "FeatureCollection", "name": "Aboveground_Live_Woody_Biomass_Density", "crs": {"type": "name", "properties": {"name": "urn:ogc:def:crs:OGC:1.3:CRS84"}}, "features": [{"type": "Feature", "properties": {"tile_id": "00N_000E", "Mg_px_1_download": "tests/data/agb_live_woody_density/00N_000E.tif", "ObjectId": 1, "Shape__Area": 1245542622548.87, "Shape__Length": 4464169.76558139}, "geometry": {"type": "Polygon", "coordinates": [[[0.0, 0.0], [10.0, 0.0], [10.0, -10.0], [0.0, -10.0], [0.0, 0.0]]]}}]} \ No newline at end of file diff --git a/tests/data/agb_live_woody_density/data.py b/tests/data/agb_live_woody_density/data.py index 5bbb9b1476d..115a9772fba 100755 --- a/tests/data/agb_live_woody_density/data.py +++ b/tests/data/agb_live_woody_density/data.py @@ -23,7 +23,7 @@ "type": "Feature", "properties": { "tile_id": "00N_000E", - "download": os.path.join( + "Mg_px_1_download": os.path.join( "tests", "data", "agb_live_woody_density", "00N_000E.tif" ), "ObjectId": 1, @@ -74,5 +74,5 @@ def create_file(path: str, dtype: str, num_channels: int) -> None: json.dump(base_file, f) for i in base_file["features"]: - filepath = os.path.basename(i["properties"]["download"]) + filepath = os.path.basename(i["properties"]["Mg_px_1_download"]) create_file(path=filepath, dtype="int32", num_channels=1) diff --git a/torchgeo/datasets/agb_live_woody_density.py b/torchgeo/datasets/agb_live_woody_density.py index 885d6bc4fac..e572de967b2 100644 --- a/torchgeo/datasets/agb_live_woody_density.py +++ b/torchgeo/datasets/agb_live_woody_density.py @@ -44,10 +44,7 @@ class AbovegroundLiveWoodyBiomassDensity(RasterDataset): is_image = False - url = ( - "https://opendata.arcgis.com/api/v3/datasets/3e8736c8866b458687" - "e00d40c9f00bce_0/downloads/data?format=geojson&spatialRefId=4326" - ) + url = "https://opendata.arcgis.com/api/v3/datasets/e4bdbe8d6d8d4e32ace7d36a4aec7b93_0/downloads/data?format=geojson&spatialRefId=4326" # noqa: E501 base_filename = "Aboveground_Live_Woody_Biomass_Density.geojson" @@ -123,7 +120,7 @@ def _download(self) -> None: for item in content["features"]: download_url( - item["properties"]["download"], + item["properties"]["Mg_px_1_download"], self.paths, item["properties"]["tile_id"] + ".tif", ) From d156f183acd339a40d860580a38be5524e3154c7 Mon Sep 17 00:00:00 2001 From: Ashwin Nair Date: Mon, 6 Nov 2023 15:04:30 +0400 Subject: [PATCH 102/113] Update pre-commit config (#1715) --- .pre-commit-config.yaml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index aee95c75d87..044afa0738c 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,6 +1,6 @@ repos: - repo: https://github.com/asottile/pyupgrade - rev: v3.3.1 + rev: v3.15.0 hooks: - id: pyupgrade args: [--py39-plus] @@ -12,13 +12,13 @@ repos: additional_dependencies: ['.[colors]'] - repo: https://github.com/psf/black - rev: 23.1.0 + rev: 23.10.1 hooks: - id: black args: [--skip-magic-trailing-comma] - repo: https://github.com/pycqa/flake8.git - rev: 6.0.0 + rev: 6.1.0 hooks: - id: flake8 @@ -30,7 +30,7 @@ repos: additional_dependencies: ['.[toml]'] - repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.0.1 + rev: v1.6.1 hooks: - id: mypy args: [--strict, --ignore-missing-imports, --show-error-codes] From b6921fe4547c675971e6f8ad5aa73ce4a4aaf2a8 Mon Sep 17 00:00:00 2001 From: MengluTao Date: Mon, 6 Nov 2023 12:42:30 +0100 Subject: [PATCH 103/113] Fix for Blank Images in plot due to Float Tensor Ranges (#1712) * fix: blank image when using plot * black check --- torchgeo/datasets/ucmerced.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/torchgeo/datasets/ucmerced.py b/torchgeo/datasets/ucmerced.py index 68e9dcb30c7..5e1b89aca03 100644 --- a/torchgeo/datasets/ucmerced.py +++ b/torchgeo/datasets/ucmerced.py @@ -214,6 +214,11 @@ def plot( .. versionadded:: 0.2 """ image = np.rollaxis(sample["image"].numpy(), 0, 3) + + # Normalize the image if the max value is greater than 1 + if image.max() > 1: + image = image.astype(np.float32) / 255.0 # Scale to [0, 1] + label = cast(int, sample["label"].item()) label_class = self.classes[label] From cbe5dac2bfe86bc2ecd612474b925c4b6d34583c Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Mon, 6 Nov 2023 11:47:58 +0000 Subject: [PATCH 104/113] Remove configure_callbacks (#1647) * Remove configure_callbacks * Remove unused imports --- torchgeo/trainers/base.py | 12 ------------ 1 file changed, 12 deletions(-) diff --git a/torchgeo/trainers/base.py b/torchgeo/trainers/base.py index c8371c6ffa4..a549cbe3f7b 100644 --- a/torchgeo/trainers/base.py +++ b/torchgeo/trainers/base.py @@ -8,7 +8,6 @@ import lightning from lightning.pytorch import LightningModule -from lightning.pytorch.callbacks import Callback, EarlyStopping, ModelCheckpoint from torch.optim import AdamW from torch.optim.lr_scheduler import ReduceLROnPlateau @@ -36,17 +35,6 @@ def __init__(self) -> None: self.configure_metrics() self.configure_models() - def configure_callbacks(self) -> list[Callback]: - """Initialize model-specific callbacks. - - Returns: - List of callbacks to apply. - """ - return [ - ModelCheckpoint(monitor=self.monitor, mode=self.mode), - EarlyStopping(monitor=self.monitor, mode=self.mode), - ] - def configure_losses(self) -> None: """Initialize the loss criterion.""" From de56a5933cccbc23c1b713070618ab41fcc76f72 Mon Sep 17 00:00:00 2001 From: Nils Lehmann <35272119+nilsleh@users.noreply.github.com> Date: Mon, 6 Nov 2023 14:31:45 +0100 Subject: [PATCH 105/113] Update README with paragraph about available pretrained weights (#1716) * paragraph about pretrained models * paragraph about pretrained models * suggested changes * Update README.md Co-authored-by: Adam J. Stewart --------- Co-authored-by: Adam J. Stewart --- README.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/README.md b/README.md index eda6fc956c3..279a72fbf5f 100644 --- a/README.md +++ b/README.md @@ -122,6 +122,21 @@ for batch in dataloader: All TorchGeo datasets are compatible with PyTorch data loaders, making them easy to integrate into existing training workflows. The only difference between a benchmark dataset in TorchGeo and a similar dataset in torchvision is that each dataset returns a dictionary with keys for each PyTorch `Tensor`. +### Pre-trained Weights + +Pre-trained weights have proven to be tremendously beneficial for transfer learning tasks in computer vision. Practitioners usually utilize models pre-trained on the ImageNet dataset, containing RGB images. However, remote sensing data often goes beyond RGB with additional multispectral channels that can vary across sensors. TorchGeo is the first library to support models pre-trained on different multispectral sensors, and adopts torchvision's [multi-weight API](https://pytorch.org/blog/introducing-torchvision-new-multi-weight-support-api/). A summary of currently available weights can be seen in the [docs](https://torchgeo.readthedocs.io/en/stable/api/models.html#pretrained-weights). To create a [timm](https://github.com/huggingface/pytorch-image-models) Resnet-18 model with weights that have been pretrained on Sentinel-2 imagery, you can do the following: + +```python +import timm +from torchgeo.models import ResNet18_Weights + +weights = ResNet18_Weights.SENTINEL2_ALL_MOCO +model = timm.create_model("resnet18", in_chans=weights.meta["in_chans"], num_classes=10) +model = model.load_state_dict(weights.get_state_dict(progress=True), strict=False) +``` + +These weights can also directly be used in TorchGeo Lightning modules that are shown in the following section via the `weights` argument. For a notebook example, see this [tutorial](https://torchgeo.readthedocs.io/en/stable/tutorials/pretrained_weights.html). + ### Reproducibility with Lightning In order to facilitate direct comparisons between results published in the literature and further reduce the boilerplate code needed to run experiments with datasets in TorchGeo, we have created Lightning [*datamodules*](https://torchgeo.readthedocs.io/en/stable/api/datamodules.html) with well-defined train-val-test splits and [*trainers*](https://torchgeo.readthedocs.io/en/stable/api/trainers.html) for various tasks like classification, regression, and semantic segmentation. These datamodules show how to incorporate augmentations from the kornia library, include preprocessing transforms (with pre-calculated channel statistics), and let users easily experiment with hyperparameters related to the data itself (as opposed to the modeling process). Training a semantic segmentation model on the [Inria Aerial Image Labeling](https://project.inria.fr/aerialimagelabeling/) dataset is as easy as a few imports and four lines of code. From 2c65e1d592a5c992c535cb2cea083e61192aa188 Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Tue, 7 Nov 2023 07:53:10 -0600 Subject: [PATCH 106/113] Datasets: consistent error messages for missing data (#1714) * Datasets: consistent error messages for missing data * Fix issues * Increase test coverage * mypy fixes * isort fixes --- docs/api/datasets.rst | 7 ++- tests/datasets/test_advance.py | 4 +- tests/datasets/test_agb_live_woody_density.py | 3 +- tests/datasets/test_astergdem.py | 10 +++- tests/datasets/test_benin_cashews.py | 4 +- tests/datasets/test_bigearthnet.py | 7 +-- tests/datasets/test_biomassters.py | 5 +- tests/datasets/test_cbf.py | 3 +- tests/datasets/test_cdl.py | 10 +++- tests/datasets/test_chesapeake.py | 5 +- tests/datasets/test_cloud_cover.py | 4 +- tests/datasets/test_cms_mangrove_canopy.py | 9 +++- tests/datasets/test_cowc.py | 7 ++- tests/datasets/test_cv4a_kenya_crop_type.py | 4 +- tests/datasets/test_cyclone.py | 4 +- tests/datasets/test_deepglobelandcover.py | 9 +--- tests/datasets/test_dfc2022.py | 4 +- tests/datasets/test_eddmaps.py | 10 +++- tests/datasets/test_enviroatlas.py | 3 +- tests/datasets/test_esri2020.py | 10 +++- tests/datasets/test_etci2021.py | 4 +- tests/datasets/test_eudem.py | 10 +++- tests/datasets/test_eurosat.py | 7 +-- tests/datasets/test_fair1m.py | 4 +- tests/datasets/test_fire_risk.py | 4 +- tests/datasets/test_forestdamage.py | 4 +- tests/datasets/test_gbif.py | 10 +++- tests/datasets/test_geo.py | 5 +- tests/datasets/test_gid15.py | 4 +- tests/datasets/test_globbiomass.py | 3 +- tests/datasets/test_idtrees.py | 7 +-- tests/datasets/test_inaturalist.py | 3 +- tests/datasets/test_inria.py | 4 +- tests/datasets/test_l7irish.py | 10 +++- tests/datasets/test_l8biome.py | 10 +++- tests/datasets/test_landcoverai.py | 11 ++-- tests/datasets/test_landsat.py | 10 +++- tests/datasets/test_levircd.py | 4 +- tests/datasets/test_loveda.py | 6 +-- tests/datasets/test_mapinwild.py | 4 +- tests/datasets/test_millionaid.py | 4 +- tests/datasets/test_naip.py | 10 +++- tests/datasets/test_nasa_marine_debris.py | 7 +-- tests/datasets/test_nlcd.py | 10 +++- tests/datasets/test_openbuildings.py | 22 ++------ tests/datasets/test_oscd.py | 4 +- tests/datasets/test_pastis.py | 4 +- tests/datasets/test_patternnet.py | 7 +-- tests/datasets/test_potsdam.py | 4 +- tests/datasets/test_reforestree.py | 4 +- tests/datasets/test_resisc45.py | 7 +-- tests/datasets/test_rwanda_field_boundary.py | 4 +- tests/datasets/test_seasonet.py | 4 +- tests/datasets/test_seco.py | 4 +- tests/datasets/test_sen12ms.py | 6 +-- tests/datasets/test_sentinel.py | 5 +- tests/datasets/test_skippd.py | 4 +- tests/datasets/test_so2sat.py | 4 +- tests/datasets/test_spacenet.py | 13 ++--- tests/datasets/test_ssl4eo.py | 6 +-- tests/datasets/test_ssl4eo_benchmark.py | 10 +++- .../datasets/test_sustainbench_crop_yield.py | 4 +- tests/datasets/test_ucmerced.py | 7 +-- tests/datasets/test_usavars.py | 4 +- tests/datasets/test_utils.py | 54 +++++++++++++++++-- tests/datasets/test_vaihingen.py | 4 +- tests/datasets/test_vhr10.py | 4 +- .../test_western_usa_live_fuel_moisture.py | 4 +- tests/datasets/test_xview2.py | 4 +- tests/datasets/test_zuericrop.py | 7 +-- torchgeo/datasets/__init__.py | 3 ++ torchgeo/datasets/advance.py | 16 ++---- torchgeo/datasets/agb_live_woody_density.py | 16 ++---- torchgeo/datasets/astergdem.py | 16 ++---- torchgeo/datasets/benin_cashews.py | 14 ++--- torchgeo/datasets/bigearthnet.py | 22 ++++---- torchgeo/datasets/biomassters.py | 7 +-- torchgeo/datasets/cbf.py | 11 ++-- torchgeo/datasets/cdl.py | 17 ++---- torchgeo/datasets/chesapeake.py | 32 +++-------- torchgeo/datasets/cloud_cover.py | 17 +++--- torchgeo/datasets/cms_mangrove_canopy.py | 17 ++---- torchgeo/datasets/cowc.py | 10 ++-- torchgeo/datasets/cv4a_kenya_crop_type.py | 17 +++--- torchgeo/datasets/cyclone.py | 17 +++--- torchgeo/datasets/deepglobelandcover.py | 16 +++--- torchgeo/datasets/dfc2022.py | 20 ++++--- torchgeo/datasets/eddmaps.py | 6 +-- torchgeo/datasets/enviroatlas.py | 17 ++---- torchgeo/datasets/esri2020.py | 17 ++---- torchgeo/datasets/etci2021.py | 16 ++---- torchgeo/datasets/eudem.py | 16 ++---- torchgeo/datasets/eurosat.py | 23 ++++---- torchgeo/datasets/fair1m.py | 23 ++------ torchgeo/datasets/fire_risk.py | 16 ++---- torchgeo/datasets/forestdamage.py | 22 ++++---- torchgeo/datasets/gbif.py | 6 +-- torchgeo/datasets/geo.py | 16 ++---- torchgeo/datasets/gid15.py | 16 ++---- torchgeo/datasets/globbiomass.py | 17 ++---- torchgeo/datasets/idtrees.py | 15 ++---- torchgeo/datasets/inaturalist.py | 6 +-- torchgeo/datasets/inria.py | 15 +++--- torchgeo/datasets/l7irish.py | 17 ++---- torchgeo/datasets/l8biome.py | 17 ++---- torchgeo/datasets/landcoverai.py | 29 +++++----- torchgeo/datasets/landsat.py | 2 +- torchgeo/datasets/levircd.py | 16 ++---- torchgeo/datasets/loveda.py | 19 ++----- torchgeo/datasets/mapinwild.py | 11 ++-- torchgeo/datasets/millionaid.py | 10 ++-- torchgeo/datasets/nasa_marine_debris.py | 22 ++++---- torchgeo/datasets/nlcd.py | 17 ++---- torchgeo/datasets/openbuildings.py | 28 ++-------- torchgeo/datasets/oscd.py | 16 ++---- torchgeo/datasets/pastis.py | 17 +++--- torchgeo/datasets/patternnet.py | 17 +++--- torchgeo/datasets/potsdam.py | 17 +++--- torchgeo/datasets/reforestree.py | 28 ++++------ torchgeo/datasets/resisc45.py | 18 +++---- torchgeo/datasets/rwanda_field_boundary.py | 28 ++++------ torchgeo/datasets/seasonet.py | 23 ++++---- torchgeo/datasets/seco.py | 22 ++++---- torchgeo/datasets/sen12ms.py | 14 +++-- torchgeo/datasets/sentinel.py | 4 +- torchgeo/datasets/skippd.py | 22 ++------ torchgeo/datasets/so2sat.py | 6 +-- torchgeo/datasets/spacenet.py | 35 ++++-------- torchgeo/datasets/ssl4eo.py | 26 +++------ torchgeo/datasets/ssl4eo_benchmark.py | 16 ++---- torchgeo/datasets/sustainbench_crop_yield.py | 22 ++------ torchgeo/datasets/ucmerced.py | 17 ++---- torchgeo/datasets/usavars.py | 17 ++---- torchgeo/datasets/utils.py | 45 ++++++++++++++++ torchgeo/datasets/vaihingen.py | 17 +++--- torchgeo/datasets/vhr10.py | 15 +++--- .../western_usa_live_fuel_moisture.py | 23 +++----- torchgeo/datasets/xview.py | 23 ++++---- torchgeo/datasets/zuericrop.py | 18 ++----- 139 files changed, 727 insertions(+), 963 deletions(-) diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index 5753d529a84..5d81d11f1c6 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -178,7 +178,7 @@ BioMassters ^^^^^^^^^^^ .. autoclass:: BioMassters - + Cloud Cover Detection ^^^^^^^^^^^^^^^^^^^^^ @@ -464,3 +464,8 @@ Splitting Functions .. autofunction:: random_grid_cell_assignment .. autofunction:: roi_split .. autofunction:: time_series_split + +Errors +------ + +.. autoclass:: DatasetNotFoundError diff --git a/tests/datasets/test_advance.py b/tests/datasets/test_advance.py index 9da0976e3ab..bcbaba2500f 100644 --- a/tests/datasets/test_advance.py +++ b/tests/datasets/test_advance.py @@ -14,7 +14,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import ADVANCE +from torchgeo.datasets import ADVANCE, DatasetNotFoundError def download_url(url: str, root: str, *args: str) -> None: @@ -68,7 +68,7 @@ def test_already_downloaded(self, dataset: ADVANCE) -> None: ADVANCE(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): ADVANCE(str(tmp_path)) def test_mock_missing_module( diff --git a/tests/datasets/test_agb_live_woody_density.py b/tests/datasets/test_agb_live_woody_density.py index ae775a1cabf..3e0bbbc2dc7 100644 --- a/tests/datasets/test_agb_live_woody_density.py +++ b/tests/datasets/test_agb_live_woody_density.py @@ -15,6 +15,7 @@ import torchgeo from torchgeo.datasets import ( AbovegroundLiveWoodyBiomassDensity, + DatasetNotFoundError, IntersectionDataset, UnionDataset, ) @@ -53,7 +54,7 @@ def test_getitem(self, dataset: AbovegroundLiveWoodyBiomassDensity) -> None: assert isinstance(x["mask"], torch.Tensor) def test_no_dataset(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): AbovegroundLiveWoodyBiomassDensity(str(tmp_path)) def test_already_downloaded( diff --git a/tests/datasets/test_astergdem.py b/tests/datasets/test_astergdem.py index 0a1d8fc263a..dfd41e40409 100644 --- a/tests/datasets/test_astergdem.py +++ b/tests/datasets/test_astergdem.py @@ -11,7 +11,13 @@ import torch.nn as nn from rasterio.crs import CRS -from torchgeo.datasets import AsterGDEM, BoundingBox, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + AsterGDEM, + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + UnionDataset, +) class TestAsterGDEM: @@ -26,7 +32,7 @@ def dataset(self, tmp_path: Path) -> AsterGDEM: def test_datasetmissing(self, tmp_path: Path) -> None: shutil.rmtree(tmp_path) os.makedirs(tmp_path) - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): AsterGDEM(str(tmp_path)) def test_getitem(self, dataset: AsterGDEM) -> None: diff --git a/tests/datasets/test_benin_cashews.py b/tests/datasets/test_benin_cashews.py index 7255e491b8a..6d81d6876be 100644 --- a/tests/datasets/test_benin_cashews.py +++ b/tests/datasets/test_benin_cashews.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch from torch.utils.data import ConcatDataset -from torchgeo.datasets import BeninSmallHolderCashews +from torchgeo.datasets import BeninSmallHolderCashews, DatasetNotFoundError class Collection: @@ -73,7 +73,7 @@ def test_already_downloaded(self, dataset: BeninSmallHolderCashews) -> None: BeninSmallHolderCashews(root=dataset.root, download=True, api_key="") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): BeninSmallHolderCashews(str(tmp_path)) def test_invalid_bands(self) -> None: diff --git a/tests/datasets/test_bigearthnet.py b/tests/datasets/test_bigearthnet.py index 7dfea2548cb..a0e93952244 100644 --- a/tests/datasets/test_bigearthnet.py +++ b/tests/datasets/test_bigearthnet.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import BigEarthNet +from torchgeo.datasets import BigEarthNet, DatasetNotFoundError def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -134,10 +134,7 @@ def test_already_downloaded_not_extracted( ) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): BigEarthNet(str(tmp_path)) def test_plot(self, dataset: BigEarthNet) -> None: diff --git a/tests/datasets/test_biomassters.py b/tests/datasets/test_biomassters.py index 51225f19c47..17dab2df03c 100644 --- a/tests/datasets/test_biomassters.py +++ b/tests/datasets/test_biomassters.py @@ -10,7 +10,7 @@ import pytest from _pytest.fixtures import SubRequest -from torchgeo.datasets import BioMassters +from torchgeo.datasets import BioMassters, DatasetNotFoundError class TestBioMassters: @@ -36,8 +36,7 @@ def test_invalid_bands(self, dataset: BioMassters) -> None: BioMassters(dataset.root, sensors=["S3"]) def test_not_downloaded(self, tmp_path: Path) -> None: - match = "Dataset not found" - with pytest.raises(RuntimeError, match=match): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): BioMassters(str(tmp_path)) def test_plot(self, dataset: BioMassters) -> None: diff --git a/tests/datasets/test_cbf.py b/tests/datasets/test_cbf.py index e90a309aeaf..f53023925b5 100644 --- a/tests/datasets/test_cbf.py +++ b/tests/datasets/test_cbf.py @@ -16,6 +16,7 @@ from torchgeo.datasets import ( BoundingBox, CanadianBuildingFootprints, + DatasetNotFoundError, IntersectionDataset, UnionDataset, ) @@ -75,7 +76,7 @@ def test_plot_prediction(self, dataset: CanadianBuildingFootprints) -> None: dataset.plot(x, suptitle="Prediction") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): CanadianBuildingFootprints(str(tmp_path)) def test_invalid_query(self, dataset: CanadianBuildingFootprints) -> None: diff --git a/tests/datasets/test_cdl.py b/tests/datasets/test_cdl.py index 50babc4c175..47d0beb8d6a 100644 --- a/tests/datasets/test_cdl.py +++ b/tests/datasets/test_cdl.py @@ -15,7 +15,13 @@ from rasterio.crs import CRS import torchgeo.datasets.utils -from torchgeo.datasets import CDL, BoundingBox, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + CDL, + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + UnionDataset, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -111,7 +117,7 @@ def test_plot_prediction(self, dataset: CDL) -> None: plt.close() def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): CDL(str(tmp_path)) def test_invalid_query(self, dataset: CDL) -> None: diff --git a/tests/datasets/test_chesapeake.py b/tests/datasets/test_chesapeake.py index a659e039ca0..0692e0be00f 100644 --- a/tests/datasets/test_chesapeake.py +++ b/tests/datasets/test_chesapeake.py @@ -18,6 +18,7 @@ BoundingBox, Chesapeake13, ChesapeakeCVPR, + DatasetNotFoundError, IntersectionDataset, UnionDataset, ) @@ -70,7 +71,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: Chesapeake13(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): Chesapeake13(str(tmp_path), checksum=True) def test_plot(self, dataset: Chesapeake13) -> None: @@ -193,7 +194,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: ChesapeakeCVPR(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): ChesapeakeCVPR(str(tmp_path), checksum=True) def test_out_of_bounds_query(self, dataset: ChesapeakeCVPR) -> None: diff --git a/tests/datasets/test_cloud_cover.py b/tests/datasets/test_cloud_cover.py index 15fb078d49a..68e8511b3a9 100644 --- a/tests/datasets/test_cloud_cover.py +++ b/tests/datasets/test_cloud_cover.py @@ -12,7 +12,7 @@ import torch.nn as nn from pytest import MonkeyPatch -from torchgeo.datasets import CloudCoverDetection +from torchgeo.datasets import CloudCoverDetection, DatasetNotFoundError class Collection: @@ -83,7 +83,7 @@ def test_already_downloaded(self, dataset: CloudCoverDetection) -> None: CloudCoverDetection(root=dataset.root, split="test", download=True, api_key="") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): CloudCoverDetection(str(tmp_path)) def test_plot(self, dataset: CloudCoverDetection) -> None: diff --git a/tests/datasets/test_cms_mangrove_canopy.py b/tests/datasets/test_cms_mangrove_canopy.py index 3c9ea05e65a..1ebd33a1095 100644 --- a/tests/datasets/test_cms_mangrove_canopy.py +++ b/tests/datasets/test_cms_mangrove_canopy.py @@ -12,7 +12,12 @@ from pytest import MonkeyPatch from rasterio.crs import CRS -from torchgeo.datasets import CMSGlobalMangroveCanopy, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + CMSGlobalMangroveCanopy, + DatasetNotFoundError, + IntersectionDataset, + UnionDataset, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -45,7 +50,7 @@ def test_getitem(self, dataset: CMSGlobalMangroveCanopy) -> None: assert isinstance(x["mask"], torch.Tensor) def test_no_dataset(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): CMSGlobalMangroveCanopy(str(tmp_path)) def test_already_downloaded(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_cowc.py b/tests/datasets/test_cowc.py index 6742ecfb211..19f448f5a27 100644 --- a/tests/datasets/test_cowc.py +++ b/tests/datasets/test_cowc.py @@ -14,8 +14,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import COWCCounting, COWCDetection -from torchgeo.datasets.cowc import COWC +from torchgeo.datasets import COWC, COWCCounting, COWCDetection, DatasetNotFoundError def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -78,7 +77,7 @@ def test_invalid_split(self) -> None: COWCCounting(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): COWCCounting(str(tmp_path)) def test_plot(self, dataset: COWCCounting) -> None: @@ -142,7 +141,7 @@ def test_invalid_split(self) -> None: COWCDetection(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): COWCDetection(str(tmp_path)) def test_plot(self, dataset: COWCDetection) -> None: diff --git a/tests/datasets/test_cv4a_kenya_crop_type.py b/tests/datasets/test_cv4a_kenya_crop_type.py index 638c63128c3..22667efbfd4 100644 --- a/tests/datasets/test_cv4a_kenya_crop_type.py +++ b/tests/datasets/test_cv4a_kenya_crop_type.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch from torch.utils.data import ConcatDataset -from torchgeo.datasets import CV4AKenyaCropType +from torchgeo.datasets import CV4AKenyaCropType, DatasetNotFoundError class Collection: @@ -84,7 +84,7 @@ def test_already_downloaded(self, dataset: CV4AKenyaCropType) -> None: CV4AKenyaCropType(root=dataset.root, download=True, api_key="") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): CV4AKenyaCropType(str(tmp_path)) def test_invalid_tile(self, dataset: CV4AKenyaCropType) -> None: diff --git a/tests/datasets/test_cyclone.py b/tests/datasets/test_cyclone.py index 56788bab37f..6ab894c1fb7 100644 --- a/tests/datasets/test_cyclone.py +++ b/tests/datasets/test_cyclone.py @@ -14,7 +14,7 @@ from pytest import MonkeyPatch from torch.utils.data import ConcatDataset -from torchgeo.datasets import TropicalCyclone +from torchgeo.datasets import DatasetNotFoundError, TropicalCyclone class Collection: @@ -80,7 +80,7 @@ def test_invalid_split(self) -> None: TropicalCyclone(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): TropicalCyclone(str(tmp_path)) def test_plot(self, dataset: TropicalCyclone) -> None: diff --git a/tests/datasets/test_deepglobelandcover.py b/tests/datasets/test_deepglobelandcover.py index da243efc944..1ab9b70b2d1 100644 --- a/tests/datasets/test_deepglobelandcover.py +++ b/tests/datasets/test_deepglobelandcover.py @@ -12,7 +12,7 @@ from _pytest.fixtures import SubRequest from pytest import MonkeyPatch -from torchgeo.datasets import DeepGlobeLandCover +from torchgeo.datasets import DatasetNotFoundError, DeepGlobeLandCover class TestDeepGlobeLandCover: @@ -55,12 +55,7 @@ def test_invalid_split(self) -> None: DeepGlobeLandCover(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises( - RuntimeError, - match="Dataset not found in `root`, either" - + " specify a different `root` directory or manually download" - + " the dataset to this directory.", - ): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): DeepGlobeLandCover(str(tmp_path)) def test_plot(self, dataset: DeepGlobeLandCover) -> None: diff --git a/tests/datasets/test_dfc2022.py b/tests/datasets/test_dfc2022.py index 4b1a5221506..22caebcfb7b 100644 --- a/tests/datasets/test_dfc2022.py +++ b/tests/datasets/test_dfc2022.py @@ -12,7 +12,7 @@ from _pytest.fixtures import SubRequest from pytest import MonkeyPatch -from torchgeo.datasets import DFC2022 +from torchgeo.datasets import DFC2022, DatasetNotFoundError class TestDFC2022: @@ -74,7 +74,7 @@ def test_invalid_split(self) -> None: DFC2022(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in `root` directory"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): DFC2022(str(tmp_path)) def test_plot(self, dataset: DFC2022) -> None: diff --git a/tests/datasets/test_eddmaps.py b/tests/datasets/test_eddmaps.py index 9dcb4859d30..a15adbeecaf 100644 --- a/tests/datasets/test_eddmaps.py +++ b/tests/datasets/test_eddmaps.py @@ -6,7 +6,13 @@ import pytest -from torchgeo.datasets import BoundingBox, EDDMapS, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + BoundingBox, + DatasetNotFoundError, + EDDMapS, + IntersectionDataset, + UnionDataset, +) class TestEDDMapS: @@ -31,7 +37,7 @@ def test_or(self, dataset: EDDMapS) -> None: assert isinstance(ds, UnionDataset) def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): EDDMapS(str(tmp_path)) def test_invalid_query(self, dataset: EDDMapS) -> None: diff --git a/tests/datasets/test_enviroatlas.py b/tests/datasets/test_enviroatlas.py index 8f65119fa84..da7641b47a8 100644 --- a/tests/datasets/test_enviroatlas.py +++ b/tests/datasets/test_enviroatlas.py @@ -16,6 +16,7 @@ import torchgeo.datasets.utils from torchgeo.datasets import ( BoundingBox, + DatasetNotFoundError, EnviroAtlas, IntersectionDataset, UnionDataset, @@ -88,7 +89,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: EnviroAtlas(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): EnviroAtlas(str(tmp_path), checksum=True) def test_out_of_bounds_query(self, dataset: EnviroAtlas) -> None: diff --git a/tests/datasets/test_esri2020.py b/tests/datasets/test_esri2020.py index 60c963139a1..1e01e0ac11d 100644 --- a/tests/datasets/test_esri2020.py +++ b/tests/datasets/test_esri2020.py @@ -13,7 +13,13 @@ from rasterio.crs import CRS import torchgeo.datasets.utils -from torchgeo.datasets import BoundingBox, Esri2020, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + BoundingBox, + DatasetNotFoundError, + Esri2020, + IntersectionDataset, + UnionDataset, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -60,7 +66,7 @@ def test_not_extracted(self, tmp_path: Path) -> None: Esri2020(str(tmp_path)) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): Esri2020(str(tmp_path), checksum=True) def test_and(self, dataset: Esri2020) -> None: diff --git a/tests/datasets/test_etci2021.py b/tests/datasets/test_etci2021.py index c386005f182..8ee695bbcab 100644 --- a/tests/datasets/test_etci2021.py +++ b/tests/datasets/test_etci2021.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import ETCI2021 +from torchgeo.datasets import ETCI2021, DatasetNotFoundError def download_url(url: str, root: str, *args: str) -> None: @@ -77,7 +77,7 @@ def test_invalid_split(self) -> None: ETCI2021(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): ETCI2021(str(tmp_path)) def test_plot(self, dataset: ETCI2021) -> None: diff --git a/tests/datasets/test_eudem.py b/tests/datasets/test_eudem.py index e3a5efdbe25..9816ea3c84d 100644 --- a/tests/datasets/test_eudem.py +++ b/tests/datasets/test_eudem.py @@ -12,7 +12,13 @@ from pytest import MonkeyPatch from rasterio.crs import CRS -from torchgeo.datasets import EUDEM, BoundingBox, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + EUDEM, + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + UnionDataset, +) class TestEUDEM: @@ -41,7 +47,7 @@ def test_extracted_already(self, dataset: EUDEM) -> None: def test_no_dataset(self, tmp_path: Path) -> None: shutil.rmtree(tmp_path) os.makedirs(tmp_path) - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): EUDEM(str(tmp_path)) def test_corrupted(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_eurosat.py b/tests/datasets/test_eurosat.py index c79b1f80bc6..5d92498b222 100644 --- a/tests/datasets/test_eurosat.py +++ b/tests/datasets/test_eurosat.py @@ -15,7 +15,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import EuroSAT, EuroSAT100 +from torchgeo.datasets import DatasetNotFoundError, EuroSAT, EuroSAT100 def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -92,10 +92,7 @@ def test_already_downloaded_not_extracted( EuroSAT(root=str(tmp_path), download=False) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): EuroSAT(str(tmp_path)) def test_plot(self, dataset: EuroSAT) -> None: diff --git a/tests/datasets/test_fair1m.py b/tests/datasets/test_fair1m.py index 0983444ad82..fcb7d4f7711 100644 --- a/tests/datasets/test_fair1m.py +++ b/tests/datasets/test_fair1m.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import FAIR1M +from torchgeo.datasets import FAIR1M, DatasetNotFoundError def download_url(url: str, root: str, filename: str, *args: str, **kwargs: str) -> None: @@ -120,7 +120,7 @@ def test_corrupted(self, tmp_path: Path, dataset: FAIR1M) -> None: def test_not_downloaded(self, tmp_path: Path, dataset: FAIR1M) -> None: shutil.rmtree(str(tmp_path)) - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): FAIR1M(root=str(tmp_path), split=dataset.split) def test_plot(self, dataset: FAIR1M) -> None: diff --git a/tests/datasets/test_fire_risk.py b/tests/datasets/test_fire_risk.py index 8e42cfe9742..76689bf9e82 100644 --- a/tests/datasets/test_fire_risk.py +++ b/tests/datasets/test_fire_risk.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import FireRisk +from torchgeo.datasets import DatasetNotFoundError, FireRisk def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -56,7 +56,7 @@ def test_already_downloaded_not_extracted( FireRisk(root=str(tmp_path), download=False) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): FireRisk(str(tmp_path)) def test_plot(self, dataset: FireRisk) -> None: diff --git a/tests/datasets/test_forestdamage.py b/tests/datasets/test_forestdamage.py index 8e333879f37..47caaebe5e3 100644 --- a/tests/datasets/test_forestdamage.py +++ b/tests/datasets/test_forestdamage.py @@ -12,7 +12,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import ForestDamage +from torchgeo.datasets import DatasetNotFoundError, ForestDamage def download_url(url: str, root: str, *args: str) -> None: @@ -66,7 +66,7 @@ def test_corrupted(self, tmp_path: Path) -> None: ForestDamage(root=str(tmp_path), checksum=True) def test_not_found(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): ForestDamage(str(tmp_path)) def test_plot(self, dataset: ForestDamage) -> None: diff --git a/tests/datasets/test_gbif.py b/tests/datasets/test_gbif.py index 379b781cc93..bf6923a6bc2 100644 --- a/tests/datasets/test_gbif.py +++ b/tests/datasets/test_gbif.py @@ -6,7 +6,13 @@ import pytest -from torchgeo.datasets import GBIF, BoundingBox, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + GBIF, + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + UnionDataset, +) class TestGBIF: @@ -31,7 +37,7 @@ def test_or(self, dataset: GBIF) -> None: assert isinstance(ds, UnionDataset) def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): GBIF(str(tmp_path)) def test_invalid_query(self, dataset: GBIF) -> None: diff --git a/tests/datasets/test_geo.py b/tests/datasets/test_geo.py index 8202c7a92b0..31b140e91f2 100644 --- a/tests/datasets/test_geo.py +++ b/tests/datasets/test_geo.py @@ -16,6 +16,7 @@ from torchgeo.datasets import ( NAIP, BoundingBox, + DatasetNotFoundError, GeoDataset, IntersectionDataset, NonGeoClassificationDataset, @@ -262,7 +263,7 @@ def test_invalid_query(self, sentinel: Sentinel2) -> None: sentinel[query] def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="No RasterDataset data was found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): RasterDataset(str(tmp_path)) def test_no_all_bands(self) -> None: @@ -327,7 +328,7 @@ def test_invalid_query(self, dataset: CustomVectorDataset) -> None: dataset[query] def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="No VectorDataset data was found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): VectorDataset(str(tmp_path)) diff --git a/tests/datasets/test_gid15.py b/tests/datasets/test_gid15.py index 26d269c1354..e39619d8313 100644 --- a/tests/datasets/test_gid15.py +++ b/tests/datasets/test_gid15.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import GID15 +from torchgeo.datasets import GID15, DatasetNotFoundError def download_url(url: str, root: str, *args: str) -> None: @@ -58,7 +58,7 @@ def test_invalid_split(self) -> None: GID15(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): GID15(str(tmp_path)) def test_plot(self, dataset: GID15) -> None: diff --git a/tests/datasets/test_globbiomass.py b/tests/datasets/test_globbiomass.py index c73675def91..5bffc3ff0a4 100644 --- a/tests/datasets/test_globbiomass.py +++ b/tests/datasets/test_globbiomass.py @@ -14,6 +14,7 @@ from torchgeo.datasets import ( BoundingBox, + DatasetNotFoundError, GlobBiomass, IntersectionDataset, UnionDataset, @@ -50,7 +51,7 @@ def test_already_extracted(self, dataset: GlobBiomass) -> None: GlobBiomass(dataset.paths) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): GlobBiomass(str(tmp_path), checksum=True) def test_corrupted(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_idtrees.py b/tests/datasets/test_idtrees.py index f5746f35ce8..a6192ab012e 100644 --- a/tests/datasets/test_idtrees.py +++ b/tests/datasets/test_idtrees.py @@ -16,7 +16,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import IDTReeS +from torchgeo.datasets import DatasetNotFoundError, IDTReeS pytest.importorskip("laspy", minversion="2") @@ -91,10 +91,7 @@ def test_already_downloaded(self, dataset: IDTReeS) -> None: IDTReeS(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): IDTReeS(str(tmp_path)) def test_not_extracted(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_inaturalist.py b/tests/datasets/test_inaturalist.py index b7b3a436465..49c87d83f77 100644 --- a/tests/datasets/test_inaturalist.py +++ b/tests/datasets/test_inaturalist.py @@ -8,6 +8,7 @@ from torchgeo.datasets import ( BoundingBox, + DatasetNotFoundError, INaturalist, IntersectionDataset, UnionDataset, @@ -36,7 +37,7 @@ def test_or(self, dataset: INaturalist) -> None: assert isinstance(ds, UnionDataset) def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): INaturalist(str(tmp_path)) def test_invalid_query(self, dataset: INaturalist) -> None: diff --git a/tests/datasets/test_inria.py b/tests/datasets/test_inria.py index e70cd060ee6..71739a0ec8b 100644 --- a/tests/datasets/test_inria.py +++ b/tests/datasets/test_inria.py @@ -11,7 +11,7 @@ from _pytest.fixtures import SubRequest from pytest import MonkeyPatch -from torchgeo.datasets import InriaAerialImageLabeling +from torchgeo.datasets import DatasetNotFoundError, InriaAerialImageLabeling class TestInriaAerialImageLabeling: @@ -49,7 +49,7 @@ def test_already_downloaded(self, dataset: InriaAerialImageLabeling) -> None: InriaAerialImageLabeling(root=dataset.root) def test_not_downloaded(self, tmp_path: str) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): InriaAerialImageLabeling(str(tmp_path)) def test_dataset_checksum(self, dataset: InriaAerialImageLabeling) -> None: diff --git a/tests/datasets/test_l7irish.py b/tests/datasets/test_l7irish.py index 43795d57a1e..8b0e9a0c64f 100644 --- a/tests/datasets/test_l7irish.py +++ b/tests/datasets/test_l7irish.py @@ -14,7 +14,13 @@ from rasterio.crs import CRS import torchgeo.datasets.utils -from torchgeo.datasets import BoundingBox, IntersectionDataset, L7Irish, UnionDataset +from torchgeo.datasets import ( + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + L7Irish, + UnionDataset, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -68,7 +74,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: L7Irish(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): L7Irish(str(tmp_path)) def test_plot_prediction(self, dataset: L7Irish) -> None: diff --git a/tests/datasets/test_l8biome.py b/tests/datasets/test_l8biome.py index 337e17c1b64..ca57b70fa4e 100644 --- a/tests/datasets/test_l8biome.py +++ b/tests/datasets/test_l8biome.py @@ -14,7 +14,13 @@ from rasterio.crs import CRS import torchgeo.datasets.utils -from torchgeo.datasets import BoundingBox, IntersectionDataset, L8Biome, UnionDataset +from torchgeo.datasets import ( + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + L8Biome, + UnionDataset, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -68,7 +74,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: L8Biome(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): L8Biome(str(tmp_path)) def test_plot_prediction(self, dataset: L8Biome) -> None: diff --git a/tests/datasets/test_landcoverai.py b/tests/datasets/test_landcoverai.py index 3e0b6d2434a..e5bb366e5a2 100644 --- a/tests/datasets/test_landcoverai.py +++ b/tests/datasets/test_landcoverai.py @@ -14,7 +14,12 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import BoundingBox, LandCoverAI, LandCoverAIGeo +from torchgeo.datasets import ( + BoundingBox, + DatasetNotFoundError, + LandCoverAI, + LandCoverAIGeo, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -49,7 +54,7 @@ def test_already_downloaded(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> N LandCoverAIGeo(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): LandCoverAIGeo(str(tmp_path)) def test_out_of_bounds_query(self, dataset: LandCoverAIGeo) -> None: @@ -115,7 +120,7 @@ def test_already_downloaded(self, monkeypatch: MonkeyPatch, tmp_path: Path) -> N LandCoverAI(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): LandCoverAI(str(tmp_path)) def test_invalid_split(self) -> None: diff --git a/tests/datasets/test_landsat.py b/tests/datasets/test_landsat.py index 950d33fcb00..f85de17e2a1 100644 --- a/tests/datasets/test_landsat.py +++ b/tests/datasets/test_landsat.py @@ -12,7 +12,13 @@ from pytest import MonkeyPatch from rasterio.crs import CRS -from torchgeo.datasets import BoundingBox, IntersectionDataset, Landsat8, UnionDataset +from torchgeo.datasets import ( + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + Landsat8, + UnionDataset, +) class TestLandsat8: @@ -60,7 +66,7 @@ def test_plot_wrong_bands(self, dataset: Landsat8) -> None: ds.plot(x) def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="No Landsat8 data was found in "): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): Landsat8(str(tmp_path)) def test_invalid_query(self, dataset: Landsat8) -> None: diff --git a/tests/datasets/test_levircd.py b/tests/datasets/test_levircd.py index c223a1075d7..cafe1ed8206 100644 --- a/tests/datasets/test_levircd.py +++ b/tests/datasets/test_levircd.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import LEVIRCDPlus +from torchgeo.datasets import DatasetNotFoundError, LEVIRCDPlus def download_url(url: str, root: str, *args: str) -> None: @@ -55,7 +55,7 @@ def test_invalid_split(self) -> None: LEVIRCDPlus(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): LEVIRCDPlus(str(tmp_path)) def test_plot(self, dataset: LEVIRCDPlus) -> None: diff --git a/tests/datasets/test_loveda.py b/tests/datasets/test_loveda.py index 666afce52ad..a368d711034 100644 --- a/tests/datasets/test_loveda.py +++ b/tests/datasets/test_loveda.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import LoveDA +from torchgeo.datasets import DatasetNotFoundError, LoveDA def download_url(url: str, root: str, *args: str) -> None: @@ -83,9 +83,7 @@ def test_invalid_scene(self) -> None: LoveDA(scene=["garden"]) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises( - RuntimeError, match="Dataset not found at root directory or corrupted." - ): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): LoveDA(str(tmp_path)) def test_plot(self, dataset: LoveDA) -> None: diff --git a/tests/datasets/test_mapinwild.py b/tests/datasets/test_mapinwild.py index 7f4b4192122..90aa35b6aa2 100644 --- a/tests/datasets/test_mapinwild.py +++ b/tests/datasets/test_mapinwild.py @@ -15,7 +15,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import MapInWild +from torchgeo.datasets import DatasetNotFoundError, MapInWild def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -97,7 +97,7 @@ def test_invalid_split(self) -> None: MapInWild(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): MapInWild(root=str(tmp_path)) def test_downloaded_not_extracted(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_millionaid.py b/tests/datasets/test_millionaid.py index 751567e28a8..1e94fd003d0 100644 --- a/tests/datasets/test_millionaid.py +++ b/tests/datasets/test_millionaid.py @@ -11,7 +11,7 @@ import torch.nn as nn from _pytest.fixtures import SubRequest -from torchgeo.datasets import MillionAID +from torchgeo.datasets import DatasetNotFoundError, MillionAID class TestMillionAID: @@ -38,7 +38,7 @@ def test_len(self, dataset: MillionAID) -> None: assert len(dataset) == 2 def test_not_found(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): MillionAID(str(tmp_path)) def test_not_extracted(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_naip.py b/tests/datasets/test_naip.py index 11e72938883..fe257ae2b78 100644 --- a/tests/datasets/test_naip.py +++ b/tests/datasets/test_naip.py @@ -10,7 +10,13 @@ import torch.nn as nn from rasterio.crs import CRS -from torchgeo.datasets import NAIP, BoundingBox, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + NAIP, + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + UnionDataset, +) class TestNAIP: @@ -41,7 +47,7 @@ def test_plot(self, dataset: NAIP) -> None: plt.close() def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="No NAIP data was found in "): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): NAIP(str(tmp_path)) def test_invalid_query(self, dataset: NAIP) -> None: diff --git a/tests/datasets/test_nasa_marine_debris.py b/tests/datasets/test_nasa_marine_debris.py index 05c96c8dcb1..f475234ffe6 100644 --- a/tests/datasets/test_nasa_marine_debris.py +++ b/tests/datasets/test_nasa_marine_debris.py @@ -12,7 +12,7 @@ import torch.nn as nn from pytest import MonkeyPatch -from torchgeo.datasets import NASAMarineDebris +from torchgeo.datasets import DatasetNotFoundError, NASAMarineDebris class Collection: @@ -90,10 +90,7 @@ def test_corrupted_new_download( NASAMarineDebris(root=str(tmp_path), download=True, checksum=True) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): NASAMarineDebris(str(tmp_path)) def test_plot(self, dataset: NASAMarineDebris) -> None: diff --git a/tests/datasets/test_nlcd.py b/tests/datasets/test_nlcd.py index ceee8097634..67dde52648d 100644 --- a/tests/datasets/test_nlcd.py +++ b/tests/datasets/test_nlcd.py @@ -13,7 +13,13 @@ from rasterio.crs import CRS import torchgeo.datasets.utils -from torchgeo.datasets import NLCD, BoundingBox, IntersectionDataset, UnionDataset +from torchgeo.datasets import ( + NLCD, + BoundingBox, + DatasetNotFoundError, + IntersectionDataset, + UnionDataset, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -107,7 +113,7 @@ def test_plot_prediction(self, dataset: NLCD) -> None: plt.close() def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): NLCD(str(tmp_path)) def test_invalid_query(self, dataset: NLCD) -> None: diff --git a/tests/datasets/test_openbuildings.py b/tests/datasets/test_openbuildings.py index 4611599954f..65244962553 100644 --- a/tests/datasets/test_openbuildings.py +++ b/tests/datasets/test_openbuildings.py @@ -16,6 +16,7 @@ from torchgeo.datasets import ( BoundingBox, + DatasetNotFoundError, IntersectionDataset, OpenBuildings, UnionDataset, @@ -52,16 +53,9 @@ def test_no_shapes_to_rasterize( assert isinstance(x["crs"], CRS) assert isinstance(x["mask"], torch.Tensor) - def test_no_building_data_found(self, tmp_path: Path) -> None: - false_root = os.path.join(tmp_path, "empty") - os.makedirs(false_root) - shutil.copy( - os.path.join("tests", "data", "openbuildings", "tiles.geojson"), false_root - ) - with pytest.raises( - RuntimeError, match="have manually downloaded the dataset as suggested " - ): - OpenBuildings(false_root) + def test_not_download(self, tmp_path: Path) -> None: + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): + OpenBuildings(str(tmp_path)) def test_corrupted(self, dataset: OpenBuildings, tmp_path: Path) -> None: with open(os.path.join(tmp_path, "000_buildings.csv.gz"), "w") as f: @@ -69,12 +63,6 @@ def test_corrupted(self, dataset: OpenBuildings, tmp_path: Path) -> None: with pytest.raises(RuntimeError, match="Dataset found, but corrupted."): OpenBuildings(dataset.paths, checksum=True) - def test_no_meta_data_found(self, tmp_path: Path) -> None: - false_root = os.path.join(tmp_path, "empty") - os.makedirs(false_root) - with pytest.raises(FileNotFoundError, match="Meta data file"): - OpenBuildings(false_root) - def test_nothing_in_index(self, dataset: OpenBuildings, tmp_path: Path) -> None: # change meta data to another 'title_url' so that there is no match found with open(os.path.join(tmp_path, "tiles.geojson")) as f: @@ -84,7 +72,7 @@ def test_nothing_in_index(self, dataset: OpenBuildings, tmp_path: Path) -> None: with open(os.path.join(tmp_path, "tiles.geojson"), "w") as f: json.dump(content, f) - with pytest.raises(FileNotFoundError, match="data was found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): OpenBuildings(dataset.paths) def test_getitem(self, dataset: OpenBuildings) -> None: diff --git a/tests/datasets/test_oscd.py b/tests/datasets/test_oscd.py index 493e40aa15b..82501f016d3 100644 --- a/tests/datasets/test_oscd.py +++ b/tests/datasets/test_oscd.py @@ -15,7 +15,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import OSCD +from torchgeo.datasets import OSCD, DatasetNotFoundError def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -107,7 +107,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: OSCD(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): OSCD(str(tmp_path)) def test_plot(self, dataset: OSCD) -> None: diff --git a/tests/datasets/test_pastis.py b/tests/datasets/test_pastis.py index 698d12487b5..1decc20e0c8 100644 --- a/tests/datasets/test_pastis.py +++ b/tests/datasets/test_pastis.py @@ -14,7 +14,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import PASTIS +from torchgeo.datasets import PASTIS, DatasetNotFoundError def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -80,7 +80,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: PASTIS(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): PASTIS(str(tmp_path)) def test_corrupted(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_patternnet.py b/tests/datasets/test_patternnet.py index 7e06264bf92..efab8bd7b31 100644 --- a/tests/datasets/test_patternnet.py +++ b/tests/datasets/test_patternnet.py @@ -12,7 +12,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import PatternNet +from torchgeo.datasets import DatasetNotFoundError, PatternNet def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -52,10 +52,7 @@ def test_already_downloaded_not_extracted( PatternNet(root=str(tmp_path), download=False) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): PatternNet(str(tmp_path)) def test_plot(self, dataset: PatternNet) -> None: diff --git a/tests/datasets/test_potsdam.py b/tests/datasets/test_potsdam.py index 7502a3db63b..b803b15ea95 100644 --- a/tests/datasets/test_potsdam.py +++ b/tests/datasets/test_potsdam.py @@ -12,7 +12,7 @@ from _pytest.fixtures import SubRequest from pytest import MonkeyPatch -from torchgeo.datasets import Potsdam2D +from torchgeo.datasets import DatasetNotFoundError, Potsdam2D class TestPotsdam2D: @@ -60,7 +60,7 @@ def test_invalid_split(self) -> None: Potsdam2D(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in `root` directory"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): Potsdam2D(str(tmp_path)) def test_plot(self, dataset: Potsdam2D) -> None: diff --git a/tests/datasets/test_reforestree.py b/tests/datasets/test_reforestree.py index 6a5236cdd38..b2f3a16eaef 100644 --- a/tests/datasets/test_reforestree.py +++ b/tests/datasets/test_reforestree.py @@ -12,7 +12,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import ReforesTree +from torchgeo.datasets import DatasetNotFoundError, ReforesTree def download_url(url: str, root: str, *args: str) -> None: @@ -66,7 +66,7 @@ def test_corrupted(self, tmp_path: Path) -> None: ReforesTree(root=str(tmp_path), checksum=True) def test_not_found(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): ReforesTree(str(tmp_path)) def test_plot(self, dataset: ReforesTree) -> None: diff --git a/tests/datasets/test_resisc45.py b/tests/datasets/test_resisc45.py index b20a19ddbb4..099885deac8 100644 --- a/tests/datasets/test_resisc45.py +++ b/tests/datasets/test_resisc45.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import RESISC45 +from torchgeo.datasets import RESISC45, DatasetNotFoundError def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -78,10 +78,7 @@ def test_already_downloaded_not_extracted( RESISC45(root=str(tmp_path), download=False) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): RESISC45(str(tmp_path)) def test_plot(self, dataset: RESISC45) -> None: diff --git a/tests/datasets/test_rwanda_field_boundary.py b/tests/datasets/test_rwanda_field_boundary.py index e0736b32e7c..c0bfd71e452 100644 --- a/tests/datasets/test_rwanda_field_boundary.py +++ b/tests/datasets/test_rwanda_field_boundary.py @@ -14,7 +14,7 @@ from pytest import MonkeyPatch from torch.utils.data import ConcatDataset -from torchgeo.datasets import RwandaFieldBoundary +from torchgeo.datasets import DatasetNotFoundError, RwandaFieldBoundary class Collection: @@ -87,7 +87,7 @@ def test_already_downloaded(self, dataset: RwandaFieldBoundary) -> None: RwandaFieldBoundary(root=dataset.root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): RwandaFieldBoundary(str(tmp_path)) def test_corrupted(self, tmp_path: Path) -> None: diff --git a/tests/datasets/test_seasonet.py b/tests/datasets/test_seasonet.py index f227318791c..6d7280537ab 100644 --- a/tests/datasets/test_seasonet.py +++ b/tests/datasets/test_seasonet.py @@ -15,7 +15,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import SeasoNet +from torchgeo.datasets import DatasetNotFoundError, SeasoNet def download_url(url: str, root: str, md5: str, *args: str, **kwargs: str) -> None: @@ -147,7 +147,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: SeasoNet(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SeasoNet(str(tmp_path), download=False) def test_out_of_bounds(self, dataset: SeasoNet) -> None: diff --git a/tests/datasets/test_seco.py b/tests/datasets/test_seco.py index 743a90c2b7c..f89efec4b24 100644 --- a/tests/datasets/test_seco.py +++ b/tests/datasets/test_seco.py @@ -15,7 +15,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import SeasonalContrastS2 +from torchgeo.datasets import DatasetNotFoundError, SeasonalContrastS2 def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -98,7 +98,7 @@ def test_invalid_band(self) -> None: SeasonalContrastS2(bands=["A1steaksauce"]) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SeasonalContrastS2(str(tmp_path)) def test_plot(self, dataset: SeasonalContrastS2) -> None: diff --git a/tests/datasets/test_sen12ms.py b/tests/datasets/test_sen12ms.py index 55ecb406bf2..f802105e0c6 100644 --- a/tests/datasets/test_sen12ms.py +++ b/tests/datasets/test_sen12ms.py @@ -12,7 +12,7 @@ from pytest import MonkeyPatch from torch.utils.data import ConcatDataset -from torchgeo.datasets import SEN12MS +from torchgeo.datasets import SEN12MS, DatasetNotFoundError class TestSEN12MS: @@ -65,10 +65,10 @@ def test_invalid_split(self) -> None: SEN12MS(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SEN12MS(str(tmp_path), checksum=True) - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SEN12MS(str(tmp_path), checksum=False) def test_check_integrity_light(self) -> None: diff --git a/tests/datasets/test_sentinel.py b/tests/datasets/test_sentinel.py index fccb4e32032..f22a1c5fcc3 100644 --- a/tests/datasets/test_sentinel.py +++ b/tests/datasets/test_sentinel.py @@ -13,6 +13,7 @@ from torchgeo.datasets import ( BoundingBox, + DatasetNotFoundError, IntersectionDataset, Sentinel1, Sentinel2, @@ -64,7 +65,7 @@ def test_plot(self, dataset: Sentinel2) -> None: plt.close() def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="No Sentinel1 data was found in "): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): Sentinel1(str(tmp_path)) def test_empty_bands(self) -> None: @@ -123,7 +124,7 @@ def test_or(self, dataset: Sentinel2) -> None: assert isinstance(ds, UnionDataset) def test_no_data(self, tmp_path: Path) -> None: - with pytest.raises(FileNotFoundError, match="No Sentinel2 data was found in "): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): Sentinel2(str(tmp_path)) def test_plot(self, dataset: Sentinel2) -> None: diff --git a/tests/datasets/test_skippd.py b/tests/datasets/test_skippd.py index 838f4d67032..392c3255eda 100644 --- a/tests/datasets/test_skippd.py +++ b/tests/datasets/test_skippd.py @@ -16,7 +16,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import SKIPPD +from torchgeo.datasets import SKIPPD, DatasetNotFoundError pytest.importorskip("h5py", minversion="3") @@ -105,7 +105,7 @@ def test_invalid_split(self) -> None: SKIPPD(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SKIPPD(str(tmp_path)) def test_plot(self, dataset: SKIPPD) -> None: diff --git a/tests/datasets/test_so2sat.py b/tests/datasets/test_so2sat.py index 5802d81b537..2e093f288c6 100644 --- a/tests/datasets/test_so2sat.py +++ b/tests/datasets/test_so2sat.py @@ -13,7 +13,7 @@ from _pytest.fixtures import SubRequest from pytest import MonkeyPatch -from torchgeo.datasets import So2Sat +from torchgeo.datasets import DatasetNotFoundError, So2Sat pytest.importorskip("h5py", minversion="3") @@ -70,7 +70,7 @@ def test_invalid_bands(self) -> None: So2Sat(bands=("OK", "BK")) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): So2Sat(str(tmp_path)) def test_plot(self, dataset: So2Sat) -> None: diff --git a/tests/datasets/test_spacenet.py b/tests/datasets/test_spacenet.py index 4b79ca3fa35..046b83cfba1 100644 --- a/tests/datasets/test_spacenet.py +++ b/tests/datasets/test_spacenet.py @@ -14,6 +14,7 @@ from pytest import MonkeyPatch from torchgeo.datasets import ( + DatasetNotFoundError, SpaceNet1, SpaceNet2, SpaceNet3, @@ -91,7 +92,7 @@ def test_already_downloaded(self, dataset: SpaceNet1) -> None: SpaceNet1(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SpaceNet1(str(tmp_path)) def test_plot(self, dataset: SpaceNet1) -> None: @@ -147,7 +148,7 @@ def test_already_downloaded(self, dataset: SpaceNet2) -> None: SpaceNet2(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SpaceNet2(str(tmp_path)) def test_collection_checksum(self, dataset: SpaceNet2) -> None: @@ -207,7 +208,7 @@ def test_already_downloaded(self, dataset: SpaceNet3) -> None: SpaceNet3(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SpaceNet3(str(tmp_path)) def test_collection_checksum(self, dataset: SpaceNet3) -> None: @@ -271,7 +272,7 @@ def test_already_downloaded(self, dataset: SpaceNet4) -> None: SpaceNet4(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SpaceNet4(str(tmp_path)) def test_collection_checksum(self, dataset: SpaceNet4) -> None: @@ -333,7 +334,7 @@ def test_already_downloaded(self, dataset: SpaceNet5) -> None: SpaceNet5(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SpaceNet5(str(tmp_path)) def test_collection_checksum(self, dataset: SpaceNet5) -> None: @@ -427,7 +428,7 @@ def test_already_downloaded(self, dataset: SpaceNet4) -> None: SpaceNet7(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SpaceNet7(str(tmp_path)) def test_collection_checksum(self, dataset: SpaceNet4) -> None: diff --git a/tests/datasets/test_ssl4eo.py b/tests/datasets/test_ssl4eo.py index e2b9b36feff..68b6df002b4 100644 --- a/tests/datasets/test_ssl4eo.py +++ b/tests/datasets/test_ssl4eo.py @@ -15,7 +15,7 @@ from torch.utils.data import ConcatDataset import torchgeo -from torchgeo.datasets import SSL4EOL, SSL4EOS12 +from torchgeo.datasets import SSL4EOL, SSL4EOS12, DatasetNotFoundError def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -94,7 +94,7 @@ def test_already_downloaded(self, dataset: SSL4EOL, tmp_path: Path) -> None: SSL4EOL(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SSL4EOL(str(tmp_path)) def test_invalid_split(self) -> None: @@ -155,7 +155,7 @@ def test_invalid_split(self) -> None: SSL4EOS12(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SSL4EOS12(str(tmp_path)) def test_plot(self, dataset: SSL4EOS12) -> None: diff --git a/tests/datasets/test_ssl4eo_benchmark.py b/tests/datasets/test_ssl4eo_benchmark.py index 1cc1809f80d..0d5b3f94030 100644 --- a/tests/datasets/test_ssl4eo_benchmark.py +++ b/tests/datasets/test_ssl4eo_benchmark.py @@ -16,7 +16,13 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import CDL, NLCD, RasterDataset, SSL4EOLBenchmark +from torchgeo.datasets import ( + CDL, + NLCD, + DatasetNotFoundError, + RasterDataset, + SSL4EOLBenchmark, +) def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -137,7 +143,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: SSL4EOLBenchmark(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SSL4EOLBenchmark(str(tmp_path)) def test_plot(self, dataset: SSL4EOLBenchmark) -> None: diff --git a/tests/datasets/test_sustainbench_crop_yield.py b/tests/datasets/test_sustainbench_crop_yield.py index 04c056ed505..071f0c81a8f 100644 --- a/tests/datasets/test_sustainbench_crop_yield.py +++ b/tests/datasets/test_sustainbench_crop_yield.py @@ -13,7 +13,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import SustainBenchCropYield +from torchgeo.datasets import DatasetNotFoundError, SustainBenchCropYield def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -71,7 +71,7 @@ def test_invalid_split(self) -> None: SustainBenchCropYield(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): SustainBenchCropYield(str(tmp_path)) def test_plot(self, dataset: SustainBenchCropYield) -> None: diff --git a/tests/datasets/test_ucmerced.py b/tests/datasets/test_ucmerced.py index c4096276725..61c76f9cecd 100644 --- a/tests/datasets/test_ucmerced.py +++ b/tests/datasets/test_ucmerced.py @@ -14,7 +14,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import UCMerced +from torchgeo.datasets import DatasetNotFoundError, UCMerced def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -81,10 +81,7 @@ def test_already_downloaded_not_extracted( UCMerced(root=str(tmp_path), download=False) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): UCMerced(str(tmp_path)) def test_plot(self, dataset: UCMerced) -> None: diff --git a/tests/datasets/test_usavars.py b/tests/datasets/test_usavars.py index 3754b239300..4c256ad5c25 100644 --- a/tests/datasets/test_usavars.py +++ b/tests/datasets/test_usavars.py @@ -14,7 +14,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import USAVars +from torchgeo.datasets import DatasetNotFoundError, USAVars def download_url(url: str, root: str, *args: str, **kwargs: str) -> None: @@ -129,7 +129,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: USAVars(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): USAVars(str(tmp_path)) def test_plot(self, dataset: USAVars) -> None: diff --git a/tests/datasets/test_utils.py b/tests/datasets/test_utils.py index 0346d13a2b0..be5950fb071 100644 --- a/tests/datasets/test_utils.py +++ b/tests/datasets/test_utils.py @@ -18,10 +18,12 @@ import torch from pytest import MonkeyPatch from rasterio.crs import CRS +from torch.utils.data import Dataset import torchgeo.datasets.utils from torchgeo.datasets.utils import ( BoundingBox, + DatasetNotFoundError, concat_samples, disambiguate_timestamp, download_and_extract_archive, @@ -36,6 +38,52 @@ ) +class TestDatasetNotFoundError: + def test_none(self) -> None: + ds: Dataset[Any] = Dataset() + match = "Dataset not found." + with pytest.raises(DatasetNotFoundError, match=match): + raise DatasetNotFoundError(ds) + + def test_root(self) -> None: + ds: Dataset[Any] = Dataset() + ds.root = "foo" # type: ignore[attr-defined] + match = "Dataset not found in `root='foo'` and cannot be automatically " + match += "downloaded, either specify a different `root` or manually " + match += "download the dataset." + with pytest.raises(DatasetNotFoundError, match=match): + raise DatasetNotFoundError(ds) + + def test_paths(self) -> None: + ds: Dataset[Any] = Dataset() + ds.paths = "foo" # type: ignore[attr-defined] + match = "Dataset not found in `paths='foo'` and cannot be automatically " + match += "downloaded, either specify a different `paths` or manually " + match += "download the dataset." + with pytest.raises(DatasetNotFoundError, match=match): + raise DatasetNotFoundError(ds) + + def test_root_download(self) -> None: + ds: Dataset[Any] = Dataset() + ds.root = "foo" # type: ignore[attr-defined] + ds.download = False # type: ignore[attr-defined] + match = "Dataset not found in `root='foo'` and `download=False`, either " + match += "specify a different `root` or use `download=True` to automatically " + match += "download the dataset." + with pytest.raises(DatasetNotFoundError, match=match): + raise DatasetNotFoundError(ds) + + def test_paths_download(self) -> None: + ds: Dataset[Any] = Dataset() + ds.paths = "foo" # type: ignore[attr-defined] + ds.download = False # type: ignore[attr-defined] + match = "Dataset not found in `paths='foo'` and `download=False`, either " + match += "specify a different `paths` or use `download=True` to automatically " + match += "download the dataset." + with pytest.raises(DatasetNotFoundError, match=match): + raise DatasetNotFoundError(ds) + + @pytest.fixture def mock_missing_module(monkeypatch: MonkeyPatch) -> None: import_orig = builtins.__import__ @@ -48,7 +96,7 @@ def mocked_import(name: str, *args: Any, **kwargs: Any) -> Any: monkeypatch.setattr(builtins, "__import__", mocked_import) -class Dataset: +class MLHubDataset: def download(self, output_dir: str, **kwargs: str) -> None: glob_path = os.path.join( "tests", "data", "ref_african_crops_kenya_02", "*.tar.gz" @@ -66,8 +114,8 @@ def download(self, output_dir: str, **kwargs: str) -> None: shutil.copy(tarball, output_dir) -def fetch_dataset(dataset_id: str, **kwargs: str) -> Dataset: - return Dataset() +def fetch_dataset(dataset_id: str, **kwargs: str) -> MLHubDataset: + return MLHubDataset() def fetch_collection(collection_id: str, **kwargs: str) -> Collection: diff --git a/tests/datasets/test_vaihingen.py b/tests/datasets/test_vaihingen.py index 56240b2aca6..fe34bccea08 100644 --- a/tests/datasets/test_vaihingen.py +++ b/tests/datasets/test_vaihingen.py @@ -12,7 +12,7 @@ from _pytest.fixtures import SubRequest from pytest import MonkeyPatch -from torchgeo.datasets import Vaihingen2D +from torchgeo.datasets import DatasetNotFoundError, Vaihingen2D class TestVaihingen2D: @@ -69,7 +69,7 @@ def test_invalid_split(self) -> None: Vaihingen2D(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in `root` directory"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): Vaihingen2D(str(tmp_path)) def test_plot(self, dataset: Vaihingen2D) -> None: diff --git a/tests/datasets/test_vhr10.py b/tests/datasets/test_vhr10.py index ce69db7ef81..805b84a3117 100644 --- a/tests/datasets/test_vhr10.py +++ b/tests/datasets/test_vhr10.py @@ -16,7 +16,7 @@ from torch.utils.data import ConcatDataset import torchgeo.datasets.utils -from torchgeo.datasets import VHR10 +from torchgeo.datasets import VHR10, DatasetNotFoundError pytest.importorskip("pycocotools") @@ -90,7 +90,7 @@ def test_invalid_split(self) -> None: VHR10(split="train") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found or corrupted."): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): VHR10(str(tmp_path)) def test_mock_missing_module( diff --git a/tests/datasets/test_western_usa_live_fuel_moisture.py b/tests/datasets/test_western_usa_live_fuel_moisture.py index 111da76dde6..3337965228e 100644 --- a/tests/datasets/test_western_usa_live_fuel_moisture.py +++ b/tests/datasets/test_western_usa_live_fuel_moisture.py @@ -10,7 +10,7 @@ import torch.nn as nn from pytest import MonkeyPatch -from torchgeo.datasets import WesternUSALiveFuelMoisture +from torchgeo.datasets import DatasetNotFoundError, WesternUSALiveFuelMoisture class Collection: @@ -65,7 +65,7 @@ def test_already_downloaded(self, tmp_path: Path) -> None: WesternUSALiveFuelMoisture(root) def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): WesternUSALiveFuelMoisture(str(tmp_path)) def test_invalid_features(self, dataset: WesternUSALiveFuelMoisture) -> None: diff --git a/tests/datasets/test_xview2.py b/tests/datasets/test_xview2.py index 957de5a36d7..28292775a46 100644 --- a/tests/datasets/test_xview2.py +++ b/tests/datasets/test_xview2.py @@ -12,7 +12,7 @@ from _pytest.fixtures import SubRequest from pytest import MonkeyPatch -from torchgeo.datasets import XView2 +from torchgeo.datasets import DatasetNotFoundError, XView2 class TestXView2: @@ -80,7 +80,7 @@ def test_invalid_split(self) -> None: XView2(split="foo") def test_not_downloaded(self, tmp_path: Path) -> None: - with pytest.raises(RuntimeError, match="Dataset not found in `root` directory"): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): XView2(str(tmp_path)) def test_plot(self, dataset: XView2) -> None: diff --git a/tests/datasets/test_zuericrop.py b/tests/datasets/test_zuericrop.py index 18b5a87eb65..27325672869 100644 --- a/tests/datasets/test_zuericrop.py +++ b/tests/datasets/test_zuericrop.py @@ -14,7 +14,7 @@ from pytest import MonkeyPatch import torchgeo.datasets.utils -from torchgeo.datasets import ZueriCrop +from torchgeo.datasets import DatasetNotFoundError, ZueriCrop pytest.importorskip("h5py", minversion="3") @@ -79,10 +79,7 @@ def test_already_downloaded(self, dataset: ZueriCrop) -> None: ZueriCrop(root=dataset.root, download=True) def test_not_downloaded(self, tmp_path: Path) -> None: - err = "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - with pytest.raises(RuntimeError, match=err): + with pytest.raises(DatasetNotFoundError, match="Dataset not found"): ZueriCrop(str(tmp_path)) def test_mock_missing_module( diff --git a/torchgeo/datasets/__init__.py b/torchgeo/datasets/__init__.py index 8fd3f2ee206..c4a0db0caa8 100644 --- a/torchgeo/datasets/__init__.py +++ b/torchgeo/datasets/__init__.py @@ -116,6 +116,7 @@ from .usavars import USAVars from .utils import ( BoundingBox, + DatasetNotFoundError, concat_samples, merge_samples, stack_samples, @@ -253,4 +254,6 @@ "random_grid_cell_assignment", "roi_split", "time_series_split", + # Errors + "DatasetNotFoundError", ) diff --git a/torchgeo/datasets/advance.py b/torchgeo/datasets/advance.py index 5d5684d06b3..3618db0fa9b 100644 --- a/torchgeo/datasets/advance.py +++ b/torchgeo/datasets/advance.py @@ -15,7 +15,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_and_extract_archive +from .utils import DatasetNotFoundError, download_and_extract_archive class ADVANCE(NonGeoDataset): @@ -101,8 +101,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.transforms = transforms @@ -112,10 +111,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) self.files = self._load_files(self.root) self.classes = sorted({f["cls"] for f in self.files}) @@ -218,11 +214,7 @@ def _check_integrity(self) -> bool: return True def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - AssertionError: if the checksum of split.py does not match - """ + """Download the dataset and extract it.""" if self._check_integrity(): print("Files already downloaded and verified") return diff --git a/torchgeo/datasets/agb_live_woody_density.py b/torchgeo/datasets/agb_live_woody_density.py index e572de967b2..6c5959a0660 100644 --- a/torchgeo/datasets/agb_live_woody_density.py +++ b/torchgeo/datasets/agb_live_woody_density.py @@ -13,7 +13,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import download_url +from .utils import DatasetNotFoundError, download_url class AbovegroundLiveWoodyBiomassDensity(RasterDataset): @@ -77,7 +77,7 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``paths`` + DatasetNotFoundError: If dataset is not found and *download* is False. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -90,22 +90,14 @@ def __init__( super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if dataset is missing - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist if self.files: return # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/astergdem.py b/torchgeo/datasets/astergdem.py index b09b5c32b2b..99215f774b4 100644 --- a/torchgeo/datasets/astergdem.py +++ b/torchgeo/datasets/astergdem.py @@ -10,6 +10,7 @@ from rasterio.crs import CRS from .geo import RasterDataset +from .utils import DatasetNotFoundError class AsterGDEM(RasterDataset): @@ -65,8 +66,7 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``paths`` - RuntimeError: if dataset is missing + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -78,20 +78,12 @@ def __init__( super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if dataset is missing - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exists if self.files: return - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` " - "either specify a different `root` directory or make sure you " - "have manually downloaded dataset tiles as suggested in the documentation." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/benin_cashews.py b/torchgeo/datasets/benin_cashews.py index 4066fc6af2b..dccf29cedf0 100644 --- a/torchgeo/datasets/benin_cashews.py +++ b/torchgeo/datasets/benin_cashews.py @@ -18,7 +18,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_radiant_mlhub_collection, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_radiant_mlhub_collection, + extract_archive, +) # TODO: read geospatial information from stac.json files @@ -198,7 +203,7 @@ def __init__( verbose: if True, print messages when new tiles are loaded Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ self._validate_bands(bands) @@ -214,10 +219,7 @@ def __init__( self._download(api_key) if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) # Calculate the indices that we will use over all tiles self.chips_metadata = [] diff --git a/torchgeo/datasets/bigearthnet.py b/torchgeo/datasets/bigearthnet.py index 0194fbbe106..9a127248a8b 100644 --- a/torchgeo/datasets/bigearthnet.py +++ b/torchgeo/datasets/bigearthnet.py @@ -17,7 +17,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_url, extract_archive, sort_sentinel2_bands +from .utils import ( + DatasetNotFoundError, + download_url, + extract_archive, + sort_sentinel2_bands, +) class BigEarthNet(NonGeoDataset): @@ -285,6 +290,9 @@ def __init__( entry and returns a transformed version download: if True, download dataset and store it in the root directory checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits_metadata assert bands in ["s1", "s2", "all"] @@ -434,11 +442,7 @@ def _load_target(self, index: int) -> Tensor: return target def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" keys = ["s1", "s2"] if self.bands == "all" else [self.bands] urls = [self.metadata[k]["url"] for k in keys] md5s = [self.metadata[k]["md5"] for k in keys] @@ -478,11 +482,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset for url, filename, md5 in zip(urls, filenames, md5s): diff --git a/torchgeo/datasets/biomassters.py b/torchgeo/datasets/biomassters.py index 1288710bd23..970c5594950 100644 --- a/torchgeo/datasets/biomassters.py +++ b/torchgeo/datasets/biomassters.py @@ -16,7 +16,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import percentile_normalization +from .utils import DatasetNotFoundError, percentile_normalization class BioMassters(NonGeoDataset): @@ -75,8 +75,9 @@ def __init__( as_time_series: whether or not to return all available time-steps or just a single one for a given target location - RuntimeError: + Raises: AssertionError: if ``split`` or ``sensors`` is invalid + DatasetNotFoundError: If dataset is not found. """ self.root = root @@ -212,7 +213,7 @@ def _verify(self) -> None: if all(exists): return - raise RuntimeError(f"Dataset not found in `root={self.root}`.") + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/cbf.py b/torchgeo/datasets/cbf.py index f2fe2b064f6..d3010e44dce 100644 --- a/torchgeo/datasets/cbf.py +++ b/torchgeo/datasets/cbf.py @@ -12,7 +12,7 @@ from rasterio.crs import CRS from .geo import VectorDataset -from .utils import check_integrity, download_and_extract_archive +from .utils import DatasetNotFoundError, check_integrity, download_and_extract_archive class CanadianBuildingFootprints(VectorDataset): @@ -81,9 +81,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` - RuntimeError: if ``download=False`` and data is not found, or - ``checksum=True`` and checksums don't match + DatasetNotFoundError: If dataset is not found and *download* is False. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -95,10 +93,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) super().__init__(paths, crs, res, transforms) diff --git a/torchgeo/datasets/cdl.py b/torchgeo/datasets/cdl.py index b20006656ab..bad87db572a 100644 --- a/torchgeo/datasets/cdl.py +++ b/torchgeo/datasets/cdl.py @@ -13,7 +13,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import BoundingBox, download_url, extract_archive +from .utils import BoundingBox, DatasetNotFoundError, download_url, extract_archive class CDL(RasterDataset): @@ -234,8 +234,7 @@ def __init__( Raises: AssertionError: if ``years`` or ``classes`` are invalid - FileNotFoundError: if no files are found in ``paths`` - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. .. versionadded:: 0.5 The *years* and *classes* parameters. @@ -286,11 +285,7 @@ def __getitem__(self, query: BoundingBox) -> dict[str, Any]: return sample def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist if self.files: return @@ -313,11 +308,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/chesapeake.py b/torchgeo/datasets/chesapeake.py index ca3feec3414..17b0ee8e74a 100644 --- a/torchgeo/datasets/chesapeake.py +++ b/torchgeo/datasets/chesapeake.py @@ -24,7 +24,7 @@ from torch import Tensor from .geo import GeoDataset, RasterDataset -from .utils import BoundingBox, download_url, extract_archive +from .utils import BoundingBox, DatasetNotFoundError, download_url, extract_archive class Chesapeake(RasterDataset, abc.ABC): @@ -112,8 +112,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``paths`` - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -138,11 +137,7 @@ def __init__( super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted file already exists if self.files: return @@ -155,11 +150,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() @@ -562,9 +553,8 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` - RuntimeError: if ``download=False`` but dataset is missing or checksum fails AssertionError: if ``splits`` or ``layers`` are not valid + DatasetNotFoundError: If dataset is not found and *download* is False. """ for split in splits: assert split in self.splits @@ -694,11 +684,7 @@ def __getitem__(self, query: BoundingBox) -> dict[str, Any]: return sample def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" def exists(filename: str) -> bool: return os.path.exists(os.path.join(self.root, filename)) @@ -719,11 +705,7 @@ def exists(filename: str) -> bool: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/cloud_cover.py b/torchgeo/datasets/cloud_cover.py index 94541ce4c0e..63a6433f630 100644 --- a/torchgeo/datasets/cloud_cover.py +++ b/torchgeo/datasets/cloud_cover.py @@ -16,7 +16,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_radiant_mlhub_collection, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_radiant_mlhub_collection, + extract_archive, +) # TODO: read geospatial information from stac.json files @@ -123,7 +128,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.split = split @@ -137,10 +142,7 @@ def __init__( self._download(api_key) if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) self.chip_paths = self._load_collections() @@ -331,9 +333,6 @@ def _download(self, api_key: Optional[str] = None) -> None: Args: api_key: a RadiantEarth MLHub API key to use for downloading the dataset - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match """ if self._check_integrity(): print("Files already downloaded and verified") diff --git a/torchgeo/datasets/cms_mangrove_canopy.py b/torchgeo/datasets/cms_mangrove_canopy.py index 85c7f11c7b3..ac42c8d1ead 100644 --- a/torchgeo/datasets/cms_mangrove_canopy.py +++ b/torchgeo/datasets/cms_mangrove_canopy.py @@ -11,7 +11,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import check_integrity, extract_archive +from .utils import DatasetNotFoundError, check_integrity, extract_archive class CMSGlobalMangroveCanopy(RasterDataset): @@ -192,9 +192,8 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``paths`` - RuntimeError: if dataset is missing or checksum fails AssertionError: if country or measurement arg are not str or invalid + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -225,11 +224,7 @@ def __init__( super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist if self.files: return @@ -243,11 +238,7 @@ def _verify(self) -> None: self._extract() return - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` " - "either specify a different `root` directory or make sure you " - "have manually downloaded the dataset as instructed in the documentation." - ) + raise DatasetNotFoundError(self) def _extract(self) -> None: """Extract the dataset.""" diff --git a/torchgeo/datasets/cowc.py b/torchgeo/datasets/cowc.py index 9c60e01c302..0e0518502ad 100644 --- a/torchgeo/datasets/cowc.py +++ b/torchgeo/datasets/cowc.py @@ -16,7 +16,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_and_extract_archive +from .utils import DatasetNotFoundError, check_integrity, download_and_extract_archive class COWC(NonGeoDataset, abc.ABC): @@ -81,8 +81,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in ["train", "test"] @@ -95,10 +94,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) self.images = [] self.targets = [] diff --git a/torchgeo/datasets/cv4a_kenya_crop_type.py b/torchgeo/datasets/cv4a_kenya_crop_type.py index aa1caba5134..1dc6a2c36a7 100644 --- a/torchgeo/datasets/cv4a_kenya_crop_type.py +++ b/torchgeo/datasets/cv4a_kenya_crop_type.py @@ -16,7 +16,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_radiant_mlhub_collection, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_radiant_mlhub_collection, + extract_archive, +) # TODO: read geospatial information from stac.json files @@ -141,7 +146,7 @@ def __init__( verbose: if True, print messages when new tiles are loaded Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ self._validate_bands(bands) @@ -157,10 +162,7 @@ def __init__( self._download(api_key) if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) # Calculate the indices that we will use over all tiles self.chips_metadata = [] @@ -390,9 +392,6 @@ def _download(self, api_key: Optional[str] = None) -> None: Args: api_key: a RadiantEarth MLHub API key to use for downloading the dataset - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match """ if self._check_integrity(): print("Files already downloaded and verified") diff --git a/torchgeo/datasets/cyclone.py b/torchgeo/datasets/cyclone.py index 040754a9633..b0cc6f8f1c4 100644 --- a/torchgeo/datasets/cyclone.py +++ b/torchgeo/datasets/cyclone.py @@ -16,7 +16,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_radiant_mlhub_collection, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_radiant_mlhub_collection, + extract_archive, +) class TropicalCyclone(NonGeoDataset): @@ -86,7 +91,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.md5s @@ -99,10 +104,7 @@ def __init__( self._download(api_key) if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) output_dir = "_".join([self.collection_id, split, "source"]) filename = os.path.join(root, output_dir, "collection.json") @@ -206,9 +208,6 @@ def _download(self, api_key: Optional[str] = None) -> None: Args: api_key: a RadiantEarth MLHub API key to use for downloading the dataset - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match """ if self._check_integrity(): print("Files already downloaded and verified") diff --git a/torchgeo/datasets/deepglobelandcover.py b/torchgeo/datasets/deepglobelandcover.py index 694da07f3d1..233c70cd049 100644 --- a/torchgeo/datasets/deepglobelandcover.py +++ b/torchgeo/datasets/deepglobelandcover.py @@ -15,6 +15,7 @@ from .geo import NonGeoDataset from .utils import ( + DatasetNotFoundError, check_integrity, draw_semantic_segmentation_masks, extract_archive, @@ -102,6 +103,9 @@ def __init__( transforms: a function/transform that takes input sample and its target as entry and returns a transformed version checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + DatasetNotFoundError: If dataset is not found. """ assert split in self.splits self.root = root @@ -195,11 +199,7 @@ def _load_target(self, index: int) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if checksum fails or the dataset is not downloaded - """ + """Verify the integrity of the dataset.""" # Check if the files already exist if os.path.exists(os.path.join(self.root, self.data_root)): return @@ -213,11 +213,7 @@ def _verify(self) -> None: extract_archive(filepath) return - # Check if the user requested to download the dataset - raise RuntimeError( - "Dataset not found in `root`, either specify a different" - + " `root` directory or manually download the dataset to this directory." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/dfc2022.py b/torchgeo/datasets/dfc2022.py index fd76d2710cb..5268ea4f0e5 100644 --- a/torchgeo/datasets/dfc2022.py +++ b/torchgeo/datasets/dfc2022.py @@ -18,7 +18,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, extract_archive, percentile_normalization +from .utils import ( + DatasetNotFoundError, + check_integrity, + extract_archive, + percentile_normalization, +) class DFC2022(NonGeoDataset): @@ -153,6 +158,7 @@ def __init__( Raises: AssertionError: if ``split`` is invalid + DatasetNotFoundError: If dataset is not found. """ assert split in self.metadata self.root = root @@ -258,11 +264,7 @@ def _load_target(self, path: str) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if checksum fails or the dataset is not downloaded - """ + """Verify the integrity of the dataset.""" # Check if the files already exist exists = [] for split_info in self.metadata.values(): @@ -288,11 +290,7 @@ def _verify(self) -> None: if all(exists): return - # Check if the user requested to download the dataset - raise RuntimeError( - "Dataset not found in `root` directory, either specify a different" - + " `root` directory or manually download the dataset to this directory." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/eddmaps.py b/torchgeo/datasets/eddmaps.py index 2eeee0aeaa4..94e409c4d07 100644 --- a/torchgeo/datasets/eddmaps.py +++ b/torchgeo/datasets/eddmaps.py @@ -12,7 +12,7 @@ from rasterio.crs import CRS from .geo import GeoDataset -from .utils import BoundingBox, disambiguate_timestamp +from .utils import BoundingBox, DatasetNotFoundError, disambiguate_timestamp class EDDMapS(GeoDataset): @@ -48,7 +48,7 @@ def __init__(self, root: str = "data") -> None: root: root directory where dataset can be found Raises: - FileNotFoundError: if no files are found in ``root`` + DatasetNotFoundError: If dataset is not found. """ super().__init__() @@ -56,7 +56,7 @@ def __init__(self, root: str = "data") -> None: filepath = os.path.join(root, "mappings.csv") if not os.path.exists(filepath): - raise FileNotFoundError(f"Dataset not found in `root={self.root}`") + raise DatasetNotFoundError(self) # Read CSV file data = pd.read_csv( diff --git a/torchgeo/datasets/enviroatlas.py b/torchgeo/datasets/enviroatlas.py index 551c142eaf4..f6842738abb 100644 --- a/torchgeo/datasets/enviroatlas.py +++ b/torchgeo/datasets/enviroatlas.py @@ -22,7 +22,7 @@ from rasterio.crs import CRS from .geo import GeoDataset -from .utils import BoundingBox, download_url, extract_archive +from .utils import BoundingBox, DatasetNotFoundError, download_url, extract_archive class EnviroAtlas(GeoDataset): @@ -278,9 +278,8 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` - RuntimeError: if ``download=False`` but dataset is missing or checksum fails AssertionError: if ``splits`` or ``layers`` are not valid + DatasetNotFoundError: If dataset is not found and *download* is False. """ for split in splits: assert split in self.splits @@ -412,11 +411,7 @@ def __getitem__(self, query: BoundingBox) -> dict[str, Any]: return sample def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" def exists(filename: str) -> bool: return os.path.exists(os.path.join(self.root, "enviroatlas_lotp", filename)) @@ -432,11 +427,7 @@ def exists(filename: str) -> bool: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/esri2020.py b/torchgeo/datasets/esri2020.py index 71cacc31d3b..2d26f24565a 100644 --- a/torchgeo/datasets/esri2020.py +++ b/torchgeo/datasets/esri2020.py @@ -13,7 +13,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class Esri2020(RasterDataset): @@ -91,8 +91,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``paths`` - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -106,11 +105,7 @@ def __init__( super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted file already exists if self.files: return @@ -124,11 +119,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/etci2021.py b/torchgeo/datasets/etci2021.py index e837f1c2d85..7dfa50fb2ab 100644 --- a/torchgeo/datasets/etci2021.py +++ b/torchgeo/datasets/etci2021.py @@ -15,7 +15,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_and_extract_archive +from .utils import DatasetNotFoundError, download_and_extract_archive class ETCI2021(NonGeoDataset): @@ -98,8 +98,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.metadata.keys() @@ -112,10 +111,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) self.files = self._load_files(self.root, self.split) @@ -243,11 +239,7 @@ def _check_integrity(self) -> bool: return True def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - AssertionError: if the checksum of split.py does not match - """ + """Download the dataset and extract it.""" if self._check_integrity(): print("Files already downloaded and verified") return diff --git a/torchgeo/datasets/eudem.py b/torchgeo/datasets/eudem.py index 3b17e56b7b8..ce82500ee7d 100644 --- a/torchgeo/datasets/eudem.py +++ b/torchgeo/datasets/eudem.py @@ -13,7 +13,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import check_integrity, extract_archive +from .utils import DatasetNotFoundError, check_integrity, extract_archive class EUDEM(RasterDataset): @@ -105,7 +105,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``paths`` + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -118,11 +118,7 @@ def __init__( super().__init__(paths, crs, res, transforms=transforms, cache=cache) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted file already exists if self.files: return @@ -138,11 +134,7 @@ def _verify(self) -> None: extract_archive(zipfile) return - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` " - "either specify a different `root` directory or make sure you " - "have manually downloaded the dataset as suggested in the documentation." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/eurosat.py b/torchgeo/datasets/eurosat.py index 3c65bf26ed2..319f10e1c65 100644 --- a/torchgeo/datasets/eurosat.py +++ b/torchgeo/datasets/eurosat.py @@ -14,7 +14,13 @@ from torch import Tensor from .geo import NonGeoClassificationDataset -from .utils import check_integrity, download_url, extract_archive, rasterio_loader +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_url, + extract_archive, + rasterio_loader, +) class EuroSAT(NonGeoClassificationDataset): @@ -116,8 +122,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. .. versionadded:: 0.3 The *bands* parameter. @@ -180,11 +185,7 @@ def _check_integrity(self) -> bool: return integrity def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the files already exist filepath = os.path.join(self.root, self.base_dir) if os.path.exists(filepath): @@ -197,11 +198,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset self._download() diff --git a/torchgeo/datasets/fair1m.py b/torchgeo/datasets/fair1m.py index 7f1a9a20d74..24cc7b97d2f 100644 --- a/torchgeo/datasets/fair1m.py +++ b/torchgeo/datasets/fair1m.py @@ -17,7 +17,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_url, extract_archive +from .utils import DatasetNotFoundError, check_integrity, download_url, extract_archive def parse_pascal_voc(path: str) -> dict[str, Any]: @@ -244,8 +244,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 Added *split* and *download* parameters. @@ -329,11 +328,7 @@ def _load_target( return boxes, labels_tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if checksum fails or the dataset is not found - """ + """Verify the integrity of the dataset.""" # Check if the directories already exist exists = [] for directory in self.directories[self.split]: @@ -362,18 +357,10 @@ def _verify(self) -> None: self._download() return - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match - """ + """Download the dataset and extract it.""" paths = self.paths[self.split] urls = self.urls[self.split] md5s = self.md5s[self.split] diff --git a/torchgeo/datasets/fire_risk.py b/torchgeo/datasets/fire_risk.py index 76accf24acd..d51a4384f81 100644 --- a/torchgeo/datasets/fire_risk.py +++ b/torchgeo/datasets/fire_risk.py @@ -11,7 +11,7 @@ from torch import Tensor from .geo import NonGeoClassificationDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class FireRisk(NonGeoClassificationDataset): @@ -84,7 +84,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits self.root = root @@ -98,11 +98,7 @@ def __init__( ) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the files already exist path = os.path.join(self.root, self.directory) if os.path.exists(path): @@ -116,11 +112,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset self._download() diff --git a/torchgeo/datasets/forestdamage.py b/torchgeo/datasets/forestdamage.py index 7628256e004..b74f3bcd3bc 100644 --- a/torchgeo/datasets/forestdamage.py +++ b/torchgeo/datasets/forestdamage.py @@ -17,7 +17,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_and_extract_archive, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_and_extract_archive, + extract_archive, +) def parse_pascal_voc(path: str) -> dict[str, Any]: @@ -119,8 +124,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.transforms = transforms @@ -237,21 +241,13 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory, either specify a different" - + " `root` directory or manually download " - + "the dataset to this directory." - ) + raise DatasetNotFoundError(self) # else download the dataset self._download() def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - AssertionError: if the checksum does not match - """ + """Download the dataset and extract it.""" download_and_extract_archive( self.url, self.root, diff --git a/torchgeo/datasets/gbif.py b/torchgeo/datasets/gbif.py index 8f14720c8ea..a34cc8ba685 100644 --- a/torchgeo/datasets/gbif.py +++ b/torchgeo/datasets/gbif.py @@ -14,7 +14,7 @@ from rasterio.crs import CRS from .geo import GeoDataset -from .utils import BoundingBox +from .utils import BoundingBox, DatasetNotFoundError def _disambiguate_timestamps( @@ -86,7 +86,7 @@ def __init__(self, root: str = "data") -> None: root: root directory where dataset can be found Raises: - FileNotFoundError: if no files are found in ``root`` + DatasetNotFoundError: If dataset is not found. """ super().__init__() @@ -94,7 +94,7 @@ def __init__(self, root: str = "data") -> None: files = glob.glob(os.path.join(root, "**.csv")) if not files: - raise FileNotFoundError(f"Dataset not found in `root={self.root}`") + raise DatasetNotFoundError(self) # Read tab-delimited CSV file data = pd.read_table( diff --git a/torchgeo/datasets/geo.py b/torchgeo/datasets/geo.py index 9f90e8b75bf..34db093e08c 100644 --- a/torchgeo/datasets/geo.py +++ b/torchgeo/datasets/geo.py @@ -32,6 +32,7 @@ from .utils import ( BoundingBox, + DatasetNotFoundError, concat_samples, disambiguate_timestamp, merge_samples, @@ -390,7 +391,7 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``paths`` + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -438,13 +439,7 @@ def __init__( i += 1 if i == 0: - msg = ( - f"No {self.__class__.__name__} data was found " - f"in `paths={self.paths!r}'`" - ) - if self.bands: - msg += f" with `bands={self.bands}`" - raise FileNotFoundError(msg) + raise DatasetNotFoundError(self) if not self.separate_files: self.band_indexes = None @@ -606,7 +601,7 @@ def __init__( rasterized into the mask Raises: - FileNotFoundError: if no files are found in ``root`` + DatasetNotFoundError: If dataset is not found. .. versionadded:: 0.4 The *label_name* parameter. @@ -642,8 +637,7 @@ def __init__( i += 1 if i == 0: - msg = f"No {self.__class__.__name__} data was found in `root='{paths}'`" - raise FileNotFoundError(msg) + raise DatasetNotFoundError(self) self._crs = crs self._res = res diff --git a/torchgeo/datasets/gid15.py b/torchgeo/datasets/gid15.py index cb153c0e3c6..6fc2b520181 100644 --- a/torchgeo/datasets/gid15.py +++ b/torchgeo/datasets/gid15.py @@ -15,7 +15,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_and_extract_archive +from .utils import DatasetNotFoundError, download_and_extract_archive class GID15(NonGeoDataset): @@ -105,8 +105,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits @@ -119,10 +118,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) self.files = self._load_files(self.root, self.split) @@ -226,11 +222,7 @@ def _check_integrity(self) -> bool: return True def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - AssertionError: if the checksum of split.py does not match - """ + """Download the dataset and extract it.""" if self._check_integrity(): print("Files already downloaded and verified") return diff --git a/torchgeo/datasets/globbiomass.py b/torchgeo/datasets/globbiomass.py index 7b8acf95656..c9da83b9bec 100644 --- a/torchgeo/datasets/globbiomass.py +++ b/torchgeo/datasets/globbiomass.py @@ -14,7 +14,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import BoundingBox, check_integrity, extract_archive +from .utils import BoundingBox, DatasetNotFoundError, check_integrity, extract_archive class GlobBiomass(RasterDataset): @@ -142,9 +142,8 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``paths`` - RuntimeError: if dataset is missing or checksum fails AssertionError: if measurement argument is invalid, or not a str + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -204,11 +203,7 @@ def __getitem__(self, query: BoundingBox) -> dict[str, Any]: return sample def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted file already exists if self.files: return @@ -224,11 +219,7 @@ def _verify(self) -> None: extract_archive(zipfile) return - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` " - "either specify a different `root` directory or make sure you " - "have manually downloaded the dataset as suggested in the documentation." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/idtrees.py b/torchgeo/datasets/idtrees.py index 2d3833cf1b3..916ad1af71f 100644 --- a/torchgeo/datasets/idtrees.py +++ b/torchgeo/datasets/idtrees.py @@ -20,7 +20,7 @@ from torchvision.utils import draw_bounding_boxes from .geo import NonGeoDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class IDTReeS(NonGeoDataset): @@ -166,6 +166,7 @@ def __init__( Raises: ImportError: if laspy is not installed + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in ["train", "test"] assert task in ["task1", "task2"] @@ -443,11 +444,7 @@ def _filter_boxes( return boxes, labels def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" url = self.metadata[self.split]["url"] md5 = self.metadata[self.split]["md5"] filename = self.metadata[self.split]["filename"] @@ -469,11 +466,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset download_url( diff --git a/torchgeo/datasets/inaturalist.py b/torchgeo/datasets/inaturalist.py index da59081ca8f..6838a5cdf4b 100644 --- a/torchgeo/datasets/inaturalist.py +++ b/torchgeo/datasets/inaturalist.py @@ -12,7 +12,7 @@ from rasterio.crs import CRS from .geo import GeoDataset -from .utils import BoundingBox, disambiguate_timestamp +from .utils import BoundingBox, DatasetNotFoundError, disambiguate_timestamp class INaturalist(GeoDataset): @@ -40,7 +40,7 @@ def __init__(self, root: str = "data") -> None: root: root directory where dataset can be found Raises: - FileNotFoundError: if no files are found in ``root`` + DatasetNotFoundError: If dataset is not found. """ super().__init__() @@ -48,7 +48,7 @@ def __init__(self, root: str = "data") -> None: files = glob.glob(os.path.join(root, "**.csv")) if not files: - raise FileNotFoundError(f"Dataset not found in `root={self.root}`") + raise DatasetNotFoundError(self) # Read CSV file data = pd.read_csv( diff --git a/torchgeo/datasets/inria.py b/torchgeo/datasets/inria.py index 415e72c0533..b3ab0a6fd9c 100644 --- a/torchgeo/datasets/inria.py +++ b/torchgeo/datasets/inria.py @@ -16,7 +16,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, extract_archive, percentile_normalization +from .utils import ( + DatasetNotFoundError, + check_integrity, + extract_archive, + percentile_normalization, +) class InriaAerialImageLabeling(NonGeoDataset): @@ -73,7 +78,7 @@ def __init__( Raises: AssertionError: if ``split`` is invalid - RuntimeError: if dataset is missing + DatasetNotFoundError: If dataset is not found. """ self.root = root assert split in {"train", "val", "test"} @@ -185,11 +190,7 @@ def _verify(self) -> None: archive_path = os.path.join(self.root, self.filename) md5_hash = self.md5 if self.checksum else None if not os.path.isfile(archive_path): - raise RuntimeError( - f"Dataset not found in `root={self.root}` " - "either specify a different `root` directory " - "or download the dataset to this directory" - ) + raise DatasetNotFoundError(self) if not check_integrity(archive_path, md5_hash): raise RuntimeError("Dataset corrupted") print("Extracting...") diff --git a/torchgeo/datasets/l7irish.py b/torchgeo/datasets/l7irish.py index 2f37d64c251..04805e85c3a 100644 --- a/torchgeo/datasets/l7irish.py +++ b/torchgeo/datasets/l7irish.py @@ -14,7 +14,7 @@ from torch import Tensor from .geo import RasterDataset -from .utils import BoundingBox, download_url, extract_archive +from .utils import BoundingBox, DatasetNotFoundError, download_url, extract_archive class L7Irish(RasterDataset): @@ -116,8 +116,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.paths = paths self.download = download @@ -130,11 +129,7 @@ def __init__( ) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist if self.files: return @@ -148,11 +143,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/l8biome.py b/torchgeo/datasets/l8biome.py index 575ade01b96..e42eaf1b2a7 100644 --- a/torchgeo/datasets/l8biome.py +++ b/torchgeo/datasets/l8biome.py @@ -14,7 +14,7 @@ from torch import Tensor from .geo import RasterDataset -from .utils import BoundingBox, download_url, extract_archive +from .utils import BoundingBox, DatasetNotFoundError, download_url, extract_archive class L8Biome(RasterDataset): @@ -115,8 +115,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.paths = paths self.download = download @@ -129,11 +128,7 @@ def __init__( ) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist if self.files: return @@ -147,11 +142,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/landcoverai.py b/torchgeo/datasets/landcoverai.py index 1a5543dbdd8..8dec50b562e 100644 --- a/torchgeo/datasets/landcoverai.py +++ b/torchgeo/datasets/landcoverai.py @@ -20,7 +20,13 @@ from torch.utils.data import Dataset from .geo import NonGeoDataset, RasterDataset -from .utils import BoundingBox, download_url, extract_archive, working_dir +from .utils import ( + BoundingBox, + DatasetNotFoundError, + download_url, + extract_archive, + working_dir, +) class LandCoverAIBase(Dataset[dict[str, Any]], abc.ABC): @@ -84,8 +90,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.download = download @@ -99,11 +104,7 @@ def __init__( self._verify() def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" if self._verify_data(): return @@ -115,11 +116,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() @@ -234,8 +231,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ LandCoverAIBase.__init__(self, root, download, checksum) RasterDataset.__init__(self, root, crs, res, transforms=transforms, cache=cache) @@ -319,8 +315,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in ["train", "val", "test"] diff --git a/torchgeo/datasets/landsat.py b/torchgeo/datasets/landsat.py index 097b3a36a94..c3b7a48f1d3 100644 --- a/torchgeo/datasets/landsat.py +++ b/torchgeo/datasets/landsat.py @@ -79,7 +79,7 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``paths`` + DatasetNotFoundError: If dataset is not found and *download* is False. .. versionchanged:: 0.5 *root* was renamed to *paths*. diff --git a/torchgeo/datasets/levircd.py b/torchgeo/datasets/levircd.py index 6a87ec27105..3b5028dcef9 100644 --- a/torchgeo/datasets/levircd.py +++ b/torchgeo/datasets/levircd.py @@ -15,7 +15,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_and_extract_archive +from .utils import DatasetNotFoundError, download_and_extract_archive class LEVIRCDPlus(NonGeoDataset): @@ -72,8 +72,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits @@ -86,10 +85,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) self.files = self._load_files(self.root, self.directory, self.split) @@ -191,11 +187,7 @@ def _check_integrity(self) -> bool: return True def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - AssertionError: if the checksum of split.py does not match - """ + """Download the dataset and extract it.""" if self._check_integrity(): print("Files already downloaded and verified") return diff --git a/torchgeo/datasets/loveda.py b/torchgeo/datasets/loveda.py index 4a817283790..9c7e2aaff4e 100644 --- a/torchgeo/datasets/loveda.py +++ b/torchgeo/datasets/loveda.py @@ -15,7 +15,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_and_extract_archive +from .utils import DatasetNotFoundError, download_and_extract_archive class LoveDA(NonGeoDataset): @@ -109,10 +109,8 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - AssertionError: if ``split`` argument is invalid - AssertionError: if ``scene`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + AssertionError: if ``split`` or ``scene`` arguments are invalid + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits assert set(scene).intersection( @@ -139,10 +137,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found at root directory or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) self.files = self._load_files(self.scene_paths, self.split) @@ -249,11 +244,7 @@ def _check_integrity(self) -> bool: return True def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - AssertionError: if the checksum of split.py does not match - """ + """Download the dataset and extract it.""" if self._check_integrity(): print("Files already downloaded and verified") return diff --git a/torchgeo/datasets/mapinwild.py b/torchgeo/datasets/mapinwild.py index 252fef09600..5eaa426d230 100644 --- a/torchgeo/datasets/mapinwild.py +++ b/torchgeo/datasets/mapinwild.py @@ -18,6 +18,7 @@ from .geo import NonGeoDataset from .utils import ( + DatasetNotFoundError, check_integrity, download_url, extract_archive, @@ -128,6 +129,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in ["train", "validation", "test"] @@ -227,9 +229,6 @@ def _verify(self, url: str, md5: Optional[str] = None) -> None: Args: url: url to the file md5: md5 of the file to be verified - - Raises: - RuntimeError: if dataset is not found """ modality_folder_name = url.split("/")[-1] mod_fold_no_ext = modality_folder_name.split(".")[0] @@ -252,11 +251,7 @@ def _verify(self, url: str, md5: Optional[str] = None) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` directory and `download=False`, " # noqa: E501 - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download(url, md5) diff --git a/torchgeo/datasets/millionaid.py b/torchgeo/datasets/millionaid.py index 48742e0884d..ed9a9c156ea 100644 --- a/torchgeo/datasets/millionaid.py +++ b/torchgeo/datasets/millionaid.py @@ -15,7 +15,7 @@ from torchgeo.datasets import NonGeoDataset -from .utils import check_integrity, extract_archive +from .utils import DatasetNotFoundError, check_integrity, extract_archive class MillionAID(NonGeoDataset): @@ -205,7 +205,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if dataset is not found + DatasetNotFoundError: If dataset is not found. """ self.root = root self.transforms = transforms @@ -326,11 +326,7 @@ def _verify(self) -> None: extract_archive(filepath) return - raise RuntimeError( - f"Dataset not found in `root={self.root}` directory, either " - "specify a different `root` directory or manually download " - "the dataset to this directory." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/nasa_marine_debris.py b/torchgeo/datasets/nasa_marine_debris.py index c685b999255..a1637f46e7d 100644 --- a/torchgeo/datasets/nasa_marine_debris.py +++ b/torchgeo/datasets/nasa_marine_debris.py @@ -15,7 +15,12 @@ from torchvision.utils import draw_bounding_boxes from .geo import NonGeoDataset -from .utils import check_integrity, download_radiant_mlhub_collection, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_radiant_mlhub_collection, + extract_archive, +) class NASAMarineDebris(NonGeoDataset): @@ -77,6 +82,9 @@ def __init__( api_key: a RadiantEarth MLHub API key to use for downloading the dataset checksum: if True, check the MD5 of the downloaded files (may be slow) verbose: if True, print messages when new tiles are loaded + + Raises: + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.transforms = transforms @@ -175,11 +183,7 @@ def _load_files(self) -> list[dict[str, str]]: return files def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the files already exist exists = [ os.path.exists(os.path.join(self.root, directory)) @@ -205,11 +209,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset for collection_id in self.collection_ids: diff --git a/torchgeo/datasets/nlcd.py b/torchgeo/datasets/nlcd.py index 2f254506de1..6c1243538f3 100644 --- a/torchgeo/datasets/nlcd.py +++ b/torchgeo/datasets/nlcd.py @@ -14,7 +14,7 @@ from rasterio.crs import CRS from .geo import RasterDataset -from .utils import BoundingBox, download_url, extract_archive +from .utils import BoundingBox, DatasetNotFoundError, download_url, extract_archive class NLCD(RasterDataset): @@ -136,8 +136,7 @@ def __init__( Raises: AssertionError: if ``years`` or ``classes`` are invalid - FileNotFoundError: if no files are found in ``paths`` - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert set(years) <= self.md5s.keys(), ( "NLCD data product only exists for the following years: " @@ -182,11 +181,7 @@ def __getitem__(self, query: BoundingBox) -> dict[str, Any]: return sample def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist if self.files: return @@ -208,11 +203,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/openbuildings.py b/torchgeo/datasets/openbuildings.py index 22ba2c0f560..e05ea93220c 100644 --- a/torchgeo/datasets/openbuildings.py +++ b/torchgeo/datasets/openbuildings.py @@ -23,7 +23,7 @@ from rtree.index import Index, Property from .geo import VectorDataset -from .utils import BoundingBox, check_integrity +from .utils import BoundingBox, DatasetNotFoundError, check_integrity class OpenBuildings(VectorDataset): @@ -224,7 +224,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - FileNotFoundError: if no files are found in ``root`` + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -284,9 +284,7 @@ def __init__( i += 1 if i == 0: - raise FileNotFoundError( - f"No {self.__class__.__name__} data was found in '{self.paths}'" - ) + raise DatasetNotFoundError(self) self._crs = crs self._source_crs = source_crs @@ -395,12 +393,7 @@ def _wkt_fiona_geom_transform(self, x: str) -> dict[str, Any]: return transformed def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if dataset is missing or checksum fails - FileNotFoundError: if metadata file is not found in root - """ + """Verify the integrity of the dataset.""" # Check if the zip files have already been downloaded and checksum assert isinstance(self.paths, str) pathname = os.path.join(self.paths, self.zipfile_glob) @@ -414,18 +407,7 @@ def _verify(self) -> None: if i != 0: return - # check if the metadata file has been downloaded - if not os.path.exists(os.path.join(self.paths, self.meta_data_filename)): - raise FileNotFoundError( - f"Meta data file {self.meta_data_filename} " - f"not found in in `paths={self.paths!r}`." - ) - - raise RuntimeError( - f"Dataset not found in `paths={self.paths!r}` " - "either specify a different `root` directory or make sure you " - "have manually downloaded the dataset as suggested in the documentation." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/oscd.py b/torchgeo/datasets/oscd.py index af5843aff8f..e60c4de6214 100644 --- a/torchgeo/datasets/oscd.py +++ b/torchgeo/datasets/oscd.py @@ -17,6 +17,7 @@ from .geo import NonGeoDataset from .utils import ( + DatasetNotFoundError, download_url, draw_semantic_segmentation_masks, extract_archive, @@ -117,8 +118,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits assert set(bands) <= set(self.all_bands) @@ -242,11 +242,7 @@ def _load_target(self, path: str) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist pathname = os.path.join(self.root, "**", self.filename_glob) for fname in glob.iglob(pathname, recursive=True): @@ -261,11 +257,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/pastis.py b/torchgeo/datasets/pastis.py index d8091443550..f551408b039 100644 --- a/torchgeo/datasets/pastis.py +++ b/torchgeo/datasets/pastis.py @@ -16,7 +16,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_url, extract_archive +from .utils import DatasetNotFoundError, check_integrity, download_url, extract_archive class PASTIS(NonGeoDataset): @@ -149,6 +149,9 @@ def __init__( entry and returns a transformed version download: if True, download dataset and store it in the root directory checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert set(folds) <= set(range(6)) assert bands in ["s1a", "s1d", "s2"] @@ -308,11 +311,7 @@ def _load_files(self) -> list[dict[str, str]]: return files def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the directory already exists path = os.path.join(self.root, self.directory) if os.path.exists(path): @@ -328,11 +327,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset self._download() diff --git a/torchgeo/datasets/patternnet.py b/torchgeo/datasets/patternnet.py index 51329e779f8..876f14dd59b 100644 --- a/torchgeo/datasets/patternnet.py +++ b/torchgeo/datasets/patternnet.py @@ -11,7 +11,7 @@ from torch import Tensor from .geo import NonGeoClassificationDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class PatternNet(NonGeoClassificationDataset): @@ -96,6 +96,9 @@ def __init__( entry and returns a transformed version download: if True, download dataset and store it in the root directory checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.download = download @@ -104,11 +107,7 @@ def __init__( super().__init__(root=os.path.join(root, self.directory), transforms=transforms) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the files already exist filepath = os.path.join(self.root, self.directory) if os.path.exists(filepath): @@ -122,11 +121,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset self._download() diff --git a/torchgeo/datasets/potsdam.py b/torchgeo/datasets/potsdam.py index 5443c807d22..782fd7ce87d 100644 --- a/torchgeo/datasets/potsdam.py +++ b/torchgeo/datasets/potsdam.py @@ -16,6 +16,7 @@ from .geo import NonGeoDataset from .utils import ( + DatasetNotFoundError, check_integrity, draw_semantic_segmentation_masks, extract_archive, @@ -133,6 +134,10 @@ def __init__( transforms: a function/transform that takes input sample and its target as entry and returns a transformed version checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + AssertionError: If *split* is invalid. + DatasetNotFoundError: If dataset is not found. """ assert split in self.splits self.root = root @@ -209,11 +214,7 @@ def _load_target(self, index: int) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if checksum fails or the dataset is not downloaded - """ + """Verify the integrity of the dataset.""" # Check if the files already exist if os.path.exists(os.path.join(self.root, self.image_root)): return @@ -233,11 +234,7 @@ def _verify(self) -> None: if all(exists): return - # Check if the user requested to download the dataset - raise RuntimeError( - "Dataset not found in `root` directory, either specify a different" - + " `root` directory or manually download the dataset to this directory." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/reforestree.py b/torchgeo/datasets/reforestree.py index a7bfa54329f..9ee8a82d617 100644 --- a/torchgeo/datasets/reforestree.py +++ b/torchgeo/datasets/reforestree.py @@ -17,7 +17,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_and_extract_archive, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_and_extract_archive, + extract_archive, +) class ReforesTree(NonGeoDataset): @@ -78,8 +83,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.transforms = transforms @@ -173,11 +177,7 @@ def _load_target(self, filepath: str) -> tuple[Tensor, ...]: return boxes, labels, agb def _verify(self) -> None: - """Checks the integrity of the dataset structure. - - Raises: - RuntimeError: if dataset is not found in root or is corrupted - """ + """Checks the integrity of the dataset structure.""" filepaths = [os.path.join(self.root, dir) for dir in ["tiles", "mapping"]] if all([os.path.exists(filepath) for filepath in filepaths]): return @@ -191,21 +191,13 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # else download the dataset self._download() def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - AssertionError: if the checksum does not match - """ + """Download the dataset and extract it.""" download_and_extract_archive( self.url, self.root, diff --git a/torchgeo/datasets/resisc45.py b/torchgeo/datasets/resisc45.py index a8b84dd9626..07fdfd272a8 100644 --- a/torchgeo/datasets/resisc45.py +++ b/torchgeo/datasets/resisc45.py @@ -12,7 +12,7 @@ from torch import Tensor from .geo import NonGeoClassificationDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class RESISC45(NonGeoClassificationDataset): @@ -89,7 +89,6 @@ class RESISC45(NonGeoClassificationDataset): If you use this dataset in your research, please cite the following paper: * https://doi.org/10.1109/jproc.2017.2675998 - """ url = "https://drive.google.com/file/d/1DnPSU5nVSN7xv95bpZ3XQ0JhKXZOKgIv" @@ -126,6 +125,9 @@ def __init__( entry and returns a transformed version download: if True, download dataset and store it in the root directory checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits self.root = root @@ -146,11 +148,7 @@ def __init__( ) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the files already exist filepath = os.path.join(self.root, self.directory) if os.path.exists(filepath): @@ -164,11 +162,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset self._download() diff --git a/torchgeo/datasets/rwanda_field_boundary.py b/torchgeo/datasets/rwanda_field_boundary.py index 8d40960f8da..32f6a1625e2 100644 --- a/torchgeo/datasets/rwanda_field_boundary.py +++ b/torchgeo/datasets/rwanda_field_boundary.py @@ -16,7 +16,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_radiant_mlhub_collection, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_radiant_mlhub_collection, + extract_archive, +) class RwandaFieldBoundary(NonGeoDataset): @@ -103,8 +108,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - or if ``download=True`` and ``api_key=None`` + DatasetNotFoundError: If dataset is not found and *download* is False. """ self._validate_bands(bands) assert split in self.splits @@ -200,11 +204,7 @@ def _validate_bands(self, bands: Sequence[str]) -> None: raise ValueError(f"'{band}' is an invalid band name.") def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the subdirectories already exist and have the correct number of files checks = [] for split, num_patches in self.number_of_patches_per_split.items(): @@ -236,21 +236,13 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset self._download() def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match - """ + """Download the dataset and extract it.""" for collection_id in self.collection_ids: download_radiant_mlhub_collection(collection_id, self.root, self.api_key) diff --git a/torchgeo/datasets/seasonet.py b/torchgeo/datasets/seasonet.py index a13b4897c32..6d61fa011f1 100644 --- a/torchgeo/datasets/seasonet.py +++ b/torchgeo/datasets/seasonet.py @@ -20,7 +20,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_url, extract_archive, percentile_normalization +from .utils import ( + DatasetNotFoundError, + download_url, + extract_archive, + percentile_normalization, +) class SeasoNet(NonGeoDataset): @@ -233,6 +238,9 @@ def __init__( entry and returns a transformed version download: if True, download dataset and store it in the root directory checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits assert set(seasons) <= self.all_seasons @@ -354,11 +362,7 @@ def _load_target(self, index: int) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if all files already exist if all( os.path.exists(os.path.join(self.root, file_info["name"])) @@ -378,12 +382,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if missing and not self.download: - raise RuntimeError( - f"{', '.join([m['name'] for m in missing])} not found in" - " `root={self.root}` and `download=False`, either specify a" - " different `root` directory or use `download=True`" - " to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download missing files for file_info in missing: diff --git a/torchgeo/datasets/seco.py b/torchgeo/datasets/seco.py index 29a9d32250c..e6abd0e1d2b 100644 --- a/torchgeo/datasets/seco.py +++ b/torchgeo/datasets/seco.py @@ -16,7 +16,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_url, extract_archive, percentile_normalization +from .utils import ( + DatasetNotFoundError, + download_url, + extract_archive, + percentile_normalization, +) class SeasonalContrastS2(NonGeoDataset): @@ -94,8 +99,7 @@ def __init__( Raises: AssertionError: if ``version`` argument is invalid - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert version in self.metadata.keys() assert seasons in range(5) @@ -183,11 +187,7 @@ def _load_patch(self, root: str, subdir: str) -> Tensor: return image def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist directory_path = os.path.join( self.root, self.metadata[self.version]["directory"] @@ -203,11 +203,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/sen12ms.py b/torchgeo/datasets/sen12ms.py index 9370fbf1d7a..1a0f812c368 100644 --- a/torchgeo/datasets/sen12ms.py +++ b/torchgeo/datasets/sen12ms.py @@ -15,7 +15,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, percentile_normalization +from .utils import DatasetNotFoundError, check_integrity, percentile_normalization class SEN12MS(NonGeoDataset): @@ -189,7 +189,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if data is not found in ``root``, or checksums don't match + DatasetNotFoundError: If dataset is not found. """ assert split in ["train", "test"] @@ -204,12 +204,10 @@ def __init__( self.transforms = transforms self.checksum = checksum - if checksum: - if not self._check_integrity(): - raise RuntimeError("Dataset not found or corrupted.") - else: - if not self._check_integrity_light(): - raise RuntimeError("Dataset not found or corrupted.") + if ( + checksum and not self._check_integrity() + ) or not self._check_integrity_light(): + raise DatasetNotFoundError(self) with open(os.path.join(self.root, split + "_list.txt")) as f: self.ids = [line.rstrip() for line in f.readlines()] diff --git a/torchgeo/datasets/sentinel.py b/torchgeo/datasets/sentinel.py index 1c4e2423482..2c1eebe51a7 100644 --- a/torchgeo/datasets/sentinel.py +++ b/torchgeo/datasets/sentinel.py @@ -162,7 +162,7 @@ def __init__( Raises: AssertionError: if ``bands`` is invalid - FileNotFoundError: if no files are found in ``paths`` + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths*. @@ -317,7 +317,7 @@ def __init__( cache: if True, cache file handle to speed up repeated sampling Raises: - FileNotFoundError: if no files are found in ``paths`` + DatasetNotFoundError: If dataset is not found. .. versionchanged:: 0.5 *root* was renamed to *paths* diff --git a/torchgeo/datasets/skippd.py b/torchgeo/datasets/skippd.py index 1242678c8b9..156b3f1568d 100644 --- a/torchgeo/datasets/skippd.py +++ b/torchgeo/datasets/skippd.py @@ -14,7 +14,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class SKIPPD(NonGeoDataset): @@ -91,8 +91,8 @@ def __init__( Raises: AssertionError: if ``task`` or ``split`` is invalid + DatasetNotFoundError: If dataset is not found and *download* is False. ImportError: if h5py is not installed - RuntimeError: if ``download=False`` but dataset is missing or checksum fails """ assert ( split in self.valid_splits @@ -202,11 +202,7 @@ def _load_features(self, index: int) -> dict[str, Union[str, Tensor]]: return features def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist pathname = os.path.join(self.root, self.data_file_name.format(self.task)) if os.path.exists(pathname): @@ -220,22 +216,14 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() self._extract() def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match - """ + """Download the dataset and extract it.""" download_url( self.url.format(self.zipfile_name.format(self.task)), self.root, diff --git a/torchgeo/datasets/so2sat.py b/torchgeo/datasets/so2sat.py index d5623a6ab1c..dff7276c65a 100644 --- a/torchgeo/datasets/so2sat.py +++ b/torchgeo/datasets/so2sat.py @@ -14,7 +14,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, percentile_normalization +from .utils import DatasetNotFoundError, check_integrity, percentile_normalization class So2Sat(NonGeoDataset): @@ -208,7 +208,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if data is not found in ``root``, or checksums don't match + DatasetNotFoundError: If dataset is not found. .. versionadded:: 0.3 The *bands* parameter. @@ -257,7 +257,7 @@ def __init__( self.fn = os.path.join(self.root, self.filenames_by_version[version][split]) if not self._check_integrity(): - raise RuntimeError("Dataset not found or corrupted.") + raise DatasetNotFoundError(self) with h5py.File(self.fn, "r") as f: self.size: int = f["label"].shape[0] diff --git a/torchgeo/datasets/spacenet.py b/torchgeo/datasets/spacenet.py index e1f00347dfe..c6780e1971c 100644 --- a/torchgeo/datasets/spacenet.py +++ b/torchgeo/datasets/spacenet.py @@ -26,6 +26,7 @@ from .geo import NonGeoDataset from .utils import ( + DatasetNotFoundError, check_integrity, download_radiant_mlhub_collection, download_radiant_mlhub_dataset, @@ -98,7 +99,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.image = image # For testing @@ -116,11 +117,7 @@ def __init__( if to_be_downloaded: if not download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use " - "`download=True` to automatically download the dataset." - ) + raise DatasetNotFoundError(self) else: self._download(to_be_downloaded, api_key) @@ -283,9 +280,6 @@ def _download(self, collections: list[str], api_key: Optional[str] = None) -> No Args: collections: Collections to be downloaded api_key: a RadiantEarth MLHub API key to use for downloading the dataset - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match """ for collection in collections: download_radiant_mlhub_collection(collection, self.root, api_key) @@ -421,7 +415,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ collections = ["sn1_AOI_1_RIO"] assert image in {"rgb", "8band"} @@ -541,7 +535,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert image in {"MS", "PAN", "PS-MS", "PS-RGB"} super().__init__( @@ -664,7 +658,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert image in {"MS", "PAN", "PS-MS", "PS-RGB"} self.speed_mask = speed_mask @@ -909,7 +903,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ collections = ["sn4_AOI_6_Atlanta"] assert image in {"MS", "PAN", "PS-RGBNIR"} @@ -1081,7 +1075,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ super().__init__( root, @@ -1205,7 +1199,7 @@ def __init__( api_key: a RadiantEarth MLHub API key to use for downloading the dataset Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.image = image # For testing @@ -1223,9 +1217,6 @@ def __download(self, api_key: Optional[str] = None) -> None: Args: api_key: a RadiantEarth MLHub API key to use for downloading the dataset - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match """ if os.path.exists( os.path.join( @@ -1307,7 +1298,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` but dataset is missing + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root self.split = split @@ -1326,11 +1317,7 @@ def __init__( if to_be_downloaded: if not download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use " - "`download=True` to automatically download the dataset." - ) + raise DatasetNotFoundError(self) else: self._download(to_be_downloaded, api_key) diff --git a/torchgeo/datasets/ssl4eo.py b/torchgeo/datasets/ssl4eo.py index 27fd5c11d41..fa486c4aa79 100644 --- a/torchgeo/datasets/ssl4eo.py +++ b/torchgeo/datasets/ssl4eo.py @@ -16,7 +16,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_url, extract_archive +from .utils import DatasetNotFoundError, check_integrity, download_url, extract_archive class SSL4EO(NonGeoDataset): @@ -180,7 +180,7 @@ def __init__( Raises: AssertionError: if any arguments are invalid - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.metadata assert seasons in range(1, 5) @@ -234,11 +234,7 @@ def __len__(self) -> int: return len(self.scenes) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist path = os.path.join(self.subdir, "00000*", "*", "all_bands.tif") if glob.glob(path): @@ -256,11 +252,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() @@ -430,7 +422,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid - RuntimeError: if dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found. """ assert split in self.metadata assert seasons in range(1, 5) @@ -483,11 +475,7 @@ def __len__(self) -> int: return 251079 def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist directory_path = os.path.join(self.root, self.split) if os.path.exists(directory_path): @@ -501,7 +489,7 @@ def _verify(self) -> None: if integrity: self._extract() else: - raise RuntimeError(f"Dataset not found in `root={self.root}`") + raise DatasetNotFoundError(self) def _extract(self) -> None: """Extract the dataset.""" diff --git a/torchgeo/datasets/ssl4eo_benchmark.py b/torchgeo/datasets/ssl4eo_benchmark.py index 904d7236aad..a2cd92867b7 100644 --- a/torchgeo/datasets/ssl4eo_benchmark.py +++ b/torchgeo/datasets/ssl4eo_benchmark.py @@ -17,7 +17,7 @@ from .cdl import CDL from .geo import NonGeoDataset from .nlcd import NLCD -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class SSL4EOLBenchmark(NonGeoDataset): @@ -131,7 +131,7 @@ def __init__( Raises: AssertionError: if any arguments are invalid - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert ( sensor in self.valid_sensors @@ -190,11 +190,7 @@ def __init__( self.ordinal_cmap[v] = torch.tensor(self.cmap[k]) def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist img_pathname = os.path.join(self.root, self.img_dir_name, "**", "all_bands.tif") exists = [] @@ -223,11 +219,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() diff --git a/torchgeo/datasets/sustainbench_crop_yield.py b/torchgeo/datasets/sustainbench_crop_yield.py index 5619697b932..5dca4e6d969 100644 --- a/torchgeo/datasets/sustainbench_crop_yield.py +++ b/torchgeo/datasets/sustainbench_crop_yield.py @@ -13,7 +13,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class SustainBenchCropYield(NonGeoDataset): @@ -78,7 +78,7 @@ def __init__( Raises: AssertionError: if ``countries`` contains invalid countries or if ``split`` is invalid - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert set(countries).issubset( self.valid_countries @@ -186,11 +186,7 @@ def retrieve_collection(self) -> list[tuple[str, int]]: return collection def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist pathname = os.path.join(self.root, self.dir) if os.path.exists(pathname): @@ -204,22 +200,14 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() self._extract() def _download(self) -> None: - """Download the dataset and extract it. - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match - """ + """Download the dataset and extract it.""" download_url( self.url, self.root, diff --git a/torchgeo/datasets/ucmerced.py b/torchgeo/datasets/ucmerced.py index 5e1b89aca03..4a7867dc4a5 100644 --- a/torchgeo/datasets/ucmerced.py +++ b/torchgeo/datasets/ucmerced.py @@ -12,7 +12,7 @@ from torch import Tensor from .geo import NonGeoClassificationDataset -from .utils import check_integrity, download_url, extract_archive +from .utils import DatasetNotFoundError, check_integrity, download_url, extract_archive class UCMerced(NonGeoClassificationDataset): @@ -100,8 +100,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits self.root = root @@ -147,11 +146,7 @@ def _check_integrity(self) -> bool: return integrity def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the files already exist filepath = os.path.join(self.root, self.base_dir) if os.path.exists(filepath): @@ -164,11 +159,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download and extract the dataset self._download() diff --git a/torchgeo/datasets/usavars.py b/torchgeo/datasets/usavars.py index 2b9f65b4d93..f33d268d4ce 100644 --- a/torchgeo/datasets/usavars.py +++ b/torchgeo/datasets/usavars.py @@ -17,7 +17,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_url, extract_archive +from .utils import DatasetNotFoundError, download_url, extract_archive class USAVars(NonGeoDataset): @@ -106,8 +106,7 @@ def __init__( Raises: AssertionError: if invalid labels are provided - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self.root = root @@ -186,11 +185,7 @@ def _load_image(self, path: str) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist pathname = os.path.join(self.root, "uar") csv_pathname = os.path.join(self.root, "*.csv") @@ -208,11 +203,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) self._download() self._extract() diff --git a/torchgeo/datasets/utils.py b/torchgeo/datasets/utils.py index 3fd2fc3b607..6446e7e64e1 100644 --- a/torchgeo/datasets/utils.py +++ b/torchgeo/datasets/utils.py @@ -23,11 +23,13 @@ import rasterio import torch from torch import Tensor +from torch.utils.data import Dataset from torchvision.datasets.utils import check_integrity, download_url from torchvision.utils import draw_segmentation_masks __all__ = ( "check_integrity", + "DatasetNotFoundError", "download_url", "download_and_extract_archive", "extract_archive", @@ -46,6 +48,49 @@ ) +class DatasetNotFoundError(FileNotFoundError): + """Raised when a dataset is requested but doesn't exist. + + .. versionadded:: 0.6 + """ + + def __init__(self, dataset: Dataset[object]) -> None: + """Intstantiate a new DatasetNotFoundError instance. + + Args: + dataset: The dataset that was requested. + """ + msg = "Dataset not found" + + if hasattr(dataset, "root"): + var = "root" + val = dataset.root + elif hasattr(dataset, "paths"): + var = "paths" + val = dataset.paths + else: + super().__init__(f"{msg}.") + return + + msg += f" in `{var}={val!r}` and " + + if hasattr(dataset, "download") and not dataset.download: + msg += "`download=False`" + else: + msg += "cannot be automatically downloaded" + + msg += f", either specify a different `{var}` or " + + if hasattr(dataset, "download") and not dataset.download: + msg += "use `download=True` to automatically" + else: + msg += "manually" + + msg += " download the dataset." + + super().__init__(msg) + + class _rarfile: class RarFile: def __init__(self, *args: Any, **kwargs: Any) -> None: diff --git a/torchgeo/datasets/vaihingen.py b/torchgeo/datasets/vaihingen.py index 78370f31585..59ecfcda690 100644 --- a/torchgeo/datasets/vaihingen.py +++ b/torchgeo/datasets/vaihingen.py @@ -15,6 +15,7 @@ from .geo import NonGeoDataset from .utils import ( + DatasetNotFoundError, check_integrity, draw_semantic_segmentation_masks, extract_archive, @@ -132,6 +133,10 @@ def __init__( transforms: a function/transform that takes input sample and its target as entry and returns a transformed version checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + AssertionError: If *split* is invalid. + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in self.splits self.root = root @@ -210,11 +215,7 @@ def _load_target(self, index: int) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if checksum fails or the dataset is not downloaded - """ + """Verify the integrity of the dataset.""" # Check if the files already exist if os.path.exists(os.path.join(self.root, self.image_root)): return @@ -234,11 +235,7 @@ def _verify(self) -> None: if all(exists): return - # Check if the user requested to download the dataset - raise RuntimeError( - "Dataset not found in `root` directory, either specify a different" - + " `root` directory or manually download the dataset to this directory." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/vhr10.py b/torchgeo/datasets/vhr10.py index 83add564be1..db0807ee930 100644 --- a/torchgeo/datasets/vhr10.py +++ b/torchgeo/datasets/vhr10.py @@ -15,7 +15,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, download_and_extract_archive, download_url +from .utils import ( + DatasetNotFoundError, + check_integrity, + download_and_extract_archive, + download_url, +) def convert_coco_poly_to_mask( @@ -200,8 +205,7 @@ def __init__( Raises: AssertionError: if ``split`` argument is invalid ImportError: if ``split="positive"`` and pycocotools is not installed - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ assert split in ["positive", "negative"] @@ -214,10 +218,7 @@ def __init__( self._download() if not self._check_integrity(): - raise RuntimeError( - "Dataset not found or corrupted. " - + "You can use download=True to download it" - ) + raise DatasetNotFoundError(self) if split == "positive": # Must be installed to parse annotations file diff --git a/torchgeo/datasets/western_usa_live_fuel_moisture.py b/torchgeo/datasets/western_usa_live_fuel_moisture.py index bf383593112..d782cd2b50a 100644 --- a/torchgeo/datasets/western_usa_live_fuel_moisture.py +++ b/torchgeo/datasets/western_usa_live_fuel_moisture.py @@ -13,7 +13,11 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_radiant_mlhub_collection, extract_archive +from .utils import ( + DatasetNotFoundError, + download_radiant_mlhub_collection, + extract_archive, +) class WesternUSALiveFuelMoisture(NonGeoDataset): @@ -218,7 +222,7 @@ def __init__( Raises: AssertionError: if ``input_features`` contains invalid variable names - RuntimeError: if ``download=False`` but dataset is missing or checksum fails + DatasetNotFoundError: If dataset is not found and *download* is False. """ super().__init__() @@ -300,11 +304,7 @@ def _load_data(self) -> pd.DataFrame: return df def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the extracted files already exist pathname = os.path.join(self.root, self.collection_id) if os.path.exists(pathname): @@ -318,11 +318,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - f"Dataset not found in `root={self.root}` and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() @@ -338,9 +334,6 @@ def _download(self, api_key: Optional[str] = None) -> None: Args: api_key: a RadiantEarth MLHub API key to use for downloading the dataset - - Raises: - RuntimeError: if download doesn't work correctly or checksums don't match """ download_radiant_mlhub_collection(self.collection_id, self.root, api_key) filename = os.path.join(self.root, self.collection_id) + ".tar.gz" diff --git a/torchgeo/datasets/xview.py b/torchgeo/datasets/xview.py index 665d156db04..55eaa6735c8 100644 --- a/torchgeo/datasets/xview.py +++ b/torchgeo/datasets/xview.py @@ -15,7 +15,12 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import check_integrity, draw_semantic_segmentation_masks, extract_archive +from .utils import ( + DatasetNotFoundError, + check_integrity, + draw_semantic_segmentation_masks, + extract_archive, +) class XView2(NonGeoDataset): @@ -78,6 +83,10 @@ def __init__( transforms: a function/transform that takes input sample and its target as entry and returns a transformed version checksum: if True, check the MD5 of the downloaded files (may be slow) + + Raises: + AssertionError: If *split* is invalid. + DatasetNotFoundError: If dataset is not found. """ assert split in self.metadata self.root = root @@ -181,11 +190,7 @@ def _load_target(self, path: str) -> Tensor: return tensor def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if checksum fails or the dataset is not downloaded - """ + """Verify the integrity of the dataset.""" # Check if the files already exist exists = [] for split_info in self.metadata.values(): @@ -214,11 +219,7 @@ def _verify(self) -> None: if all(exists): return - # Check if the user requested to download the dataset - raise RuntimeError( - "Dataset not found in `root` directory, either specify a different" - + " `root` directory or manually download the dataset to this directory." - ) + raise DatasetNotFoundError(self) def plot( self, diff --git a/torchgeo/datasets/zuericrop.py b/torchgeo/datasets/zuericrop.py index a2e3e22ab60..2047b121adc 100644 --- a/torchgeo/datasets/zuericrop.py +++ b/torchgeo/datasets/zuericrop.py @@ -13,7 +13,7 @@ from torch import Tensor from .geo import NonGeoDataset -from .utils import download_url, percentile_normalization +from .utils import DatasetNotFoundError, download_url, percentile_normalization class ZueriCrop(NonGeoDataset): @@ -81,8 +81,7 @@ def __init__( checksum: if True, check the MD5 of the downloaded files (may be slow) Raises: - RuntimeError: if ``download=False`` and data is not found, or checksums - don't match + DatasetNotFoundError: If dataset is not found and *download* is False. """ self._validate_bands(bands) self.band_indices = torch.tensor( @@ -209,11 +208,7 @@ def _load_target(self, index: int) -> tuple[Tensor, Tensor, Tensor]: return masks, boxes, labels def _verify(self) -> None: - """Verify the integrity of the dataset. - - Raises: - RuntimeError: if ``download=False`` but dataset is missing or checksum fails - """ + """Verify the integrity of the dataset.""" # Check if the files already exist exists = [] for filename in self.filenames: @@ -225,11 +220,7 @@ def _verify(self) -> None: # Check if the user requested to download the dataset if not self.download: - raise RuntimeError( - "Dataset not found in `root` directory and `download=False`, " - "either specify a different `root` directory or use `download=True` " - "to automatically download the dataset." - ) + raise DatasetNotFoundError(self) # Download the dataset self._download() @@ -251,6 +242,7 @@ def _validate_bands(self, bands: Sequence[str]) -> None: Args: bands: user-provided sequence of bands to load + Raises: AssertionError: if ``bands`` is not a sequence ValueError: if an invalid band name is provided From ac5a91b449692df60bd114aa9b33bea67b50eac7 Mon Sep 17 00:00:00 2001 From: Ashwin Nair Date: Tue, 7 Nov 2023 18:04:50 +0400 Subject: [PATCH 107/113] Fix formatting for BioMassters (#1718) --- docs/api/non_geo_datasets.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/api/non_geo_datasets.csv b/docs/api/non_geo_datasets.csv index db673e0c731..8e132d08e0d 100644 --- a/docs/api/non_geo_datasets.csv +++ b/docs/api/non_geo_datasets.csv @@ -2,7 +2,7 @@ Dataset,Task,Source,# Samples,# Classes,Size (px),Resolution (m),Bands `ADVANCE`_,C,"Google Earth, Freesound","5,075",13,512x512,0.5,RGB `Benin Cashew Plantations`_,S,Airbus Pléiades,70,6,"1,122x1,186",10,MSI `BigEarthNet`_,C,Sentinel-1/2,"590,326",19--43,120x120,10,"SAR, MSI" -`BioMassters`_,R,Sentinel-1/2 and Lidar,,256, 10, "SAR, MSI" +`BioMassters`_,R,Sentinel-1/2 and Lidar,,,256x256, 10, "SAR, MSI" `Cloud Cover Detection`_,S,Sentinel-2,"22,728",2,512x512,10,MSI `COWC`_,"C, R","CSUAV AFRL, ISPRS, LINZ, AGRC","388,435",2,256x256,0.15,RGB `Kenya Crop Type`_,S,Sentinel-2,"4,688",7,"3,035x2,016",10,MSI From 9117ea4502dce119e7961d3b2486d97b5a4791fb Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 8 Nov 2023 15:23:06 -0600 Subject: [PATCH 108/113] Bump black[jupyter] from 23.10.1 to 23.11.0 in /requirements (#1721) Bumps [black[jupyter]](https://github.com/psf/black) from 23.10.1 to 23.11.0. - [Release notes](https://github.com/psf/black/releases) - [Changelog](https://github.com/psf/black/blob/main/CHANGES.md) - [Commits](https://github.com/psf/black/compare/23.10.1...23.11.0) --- updated-dependencies: - dependency-name: black[jupyter] dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/style.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/style.txt b/requirements/style.txt index 3412e7e0f85..3f507285103 100644 --- a/requirements/style.txt +++ b/requirements/style.txt @@ -1,5 +1,5 @@ # style -black[jupyter]==23.10.1 +black[jupyter]==23.11.0 flake8==6.1.0 isort[colors]==5.12.0 pydocstyle[toml]==6.3.0 From 4c0e30291c70a7c0558d4e218bd7fa746c22bcdd Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 8 Nov 2023 15:23:24 -0600 Subject: [PATCH 109/113] Bump lightning[pytorch-extra] from 2.1.0 to 2.1.1 in /requirements (#1720) Bumps [lightning[pytorch-extra]](https://github.com/Lightning-AI/lightning) from 2.1.0 to 2.1.1. - [Release notes](https://github.com/Lightning-AI/lightning/releases) - [Commits](https://github.com/Lightning-AI/lightning/compare/2.1.0...2.1.1) --- updated-dependencies: - dependency-name: lightning[pytorch-extra] dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index d0cbe7e97f5..1fab96c1fcd 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -6,7 +6,7 @@ einops==0.7.0 fiona==1.9.5 kornia==0.7.0 lightly==1.4.21 -lightning[pytorch-extra]==2.1.0 +lightning[pytorch-extra]==2.1.1 matplotlib==3.8.1 numpy==1.26.1 pandas==2.1.2 From 629dfacbcad9de3feac071a6f1574441def35d41 Mon Sep 17 00:00:00 2001 From: Nils Lehmann <35272119+nilsleh@users.noreply.github.com> Date: Fri, 10 Nov 2023 14:39:36 +0100 Subject: [PATCH 110/113] Add SSL4EO-L Benchmark to docs (#1719) * add benchmark SSL4EOL to docs * proposal entry table * readable name * put full number of classes in table --- docs/api/datamodules.rst | 5 +++++ docs/api/datasets.rst | 5 +++++ docs/api/non_geo_datasets.csv | 2 ++ 3 files changed, 12 insertions(+) diff --git a/docs/api/datamodules.rst b/docs/api/datamodules.rst index 9676c7c0337..eca7faac028 100644 --- a/docs/api/datamodules.rst +++ b/docs/api/datamodules.rst @@ -131,6 +131,11 @@ SSL4EO .. autoclass:: SSL4EOLDataModule .. autoclass:: SSL4EOS12DataModule +SSL4EO-L Benchmark +^^^^^^^^^^^^^^^^^^ + +.. autoclass:: SSL4EOLBenchmarkDataModule + SustainBench Crop Yield ^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/api/datasets.rst b/docs/api/datasets.rst index 5d81d11f1c6..b9fb8ce4eb9 100644 --- a/docs/api/datasets.rst +++ b/docs/api/datasets.rst @@ -356,6 +356,11 @@ SSL4EO .. autoclass:: SSL4EOL .. autoclass:: SSL4EOS12 +SSL4EO-L Benchmark +^^^^^^^^^^^^^^^^^^ + +.. autoclass:: SSL4EOLBenchmark + SustainBench Crop Yield ^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/api/non_geo_datasets.csv b/docs/api/non_geo_datasets.csv index 8e132d08e0d..903e0fbf6f4 100644 --- a/docs/api/non_geo_datasets.csv +++ b/docs/api/non_geo_datasets.csv @@ -37,6 +37,8 @@ Dataset,Task,Source,# Samples,# Classes,Size (px),Resolution (m),Bands `SpaceNet`_,I,WorldView-2/3 Planet Lab Dove,"1,889--28,728",2,102--900,0.5--4,MSI `SSL4EO`_-L,T,Landsat,1M,-,264x264,30,MSI `SSL4EO`_-S12,T,Sentinel-1/2,1M,-,264x264,10,"SAR, MSI" +`SSL4EO-L Benchmark`_,S,Lansat & CDL,25K,134,264x264,30,MSI +`SSL4EO-L Benchmark`_,S,Lansat & NLCD,25K,17,264x264,30,MSI `SustainBench Crop Yield`_,R,MODIS,11k,-,32x32,-,MSI `Tropical Cyclone`_,R,GOES 8--16,"108,110",-,256x256,4K--8K,MSI `UC Merced`_,C,USGS National Map,"2,100",21,256x256,0.3,RGB From bec09c245dafc8cd574a1876587b2fee1d34fec2 Mon Sep 17 00:00:00 2001 From: Dylan Stewart <94502285+dylanrstewart@users.noreply.github.com> Date: Fri, 10 Nov 2023 08:33:39 -0600 Subject: [PATCH 111/113] Trainers: skip weights and augmentations when saving hparams (#1670) * Update base.py to fix for custom augmentations * Allow subclasses to ignore specific arguments * Fix typing * Save to self.weights * pyupgrade * Add test * Save weights --------- Co-authored-by: Adam J. Stewart --- tests/conf/ssl4eo_l_moco_1.yaml | 6 ++++++ torchgeo/trainers/base.py | 13 +++++++++---- torchgeo/trainers/byol.py | 5 +++-- torchgeo/trainers/classification.py | 5 +++-- torchgeo/trainers/moco.py | 5 +++-- torchgeo/trainers/regression.py | 7 ++++--- torchgeo/trainers/segmentation.py | 5 +++-- torchgeo/trainers/simclr.py | 5 +++-- 8 files changed, 34 insertions(+), 17 deletions(-) diff --git a/tests/conf/ssl4eo_l_moco_1.yaml b/tests/conf/ssl4eo_l_moco_1.yaml index c4152e6a290..1486d29bf01 100644 --- a/tests/conf/ssl4eo_l_moco_1.yaml +++ b/tests/conf/ssl4eo_l_moco_1.yaml @@ -8,6 +8,12 @@ model: temperature: 0.07 memory_bank_size: 10 moco_momentum: 0.999 + augmentation1: + class_path: kornia.augmentation.RandomResizedCrop + init_args: + size: + - 224 + - 224 data: class_path: SSL4EOLDataModule init_args: diff --git a/torchgeo/trainers/base.py b/torchgeo/trainers/base.py index a549cbe3f7b..3a44c047a31 100644 --- a/torchgeo/trainers/base.py +++ b/torchgeo/trainers/base.py @@ -4,7 +4,8 @@ """Base classes for all :mod:`torchgeo` trainers.""" from abc import ABC, abstractmethod -from typing import Any +from collections.abc import Sequence +from typing import Any, Optional, Union import lightning from lightning.pytorch import LightningModule @@ -27,10 +28,14 @@ class BaseTask(LightningModule, ABC): #: Whether the goal is to minimize or maximize the performance metric to monitor. mode = "min" - def __init__(self) -> None: - """Initialize a new BaseTask instance.""" + def __init__(self, ignore: Optional[Union[Sequence[str], str]] = None) -> None: + """Initialize a new BaseTask instance. + + Args: + ignore: Arguments to skip when saving hyperparameters. + """ super().__init__() - self.save_hyperparameters() + self.save_hyperparameters(ignore=ignore) self.configure_losses() self.configure_metrics() self.configure_models() diff --git a/torchgeo/trainers/byol.py b/torchgeo/trainers/byol.py index 56b0290ca34..68bdb6c9c43 100644 --- a/torchgeo/trainers/byol.py +++ b/torchgeo/trainers/byol.py @@ -322,11 +322,12 @@ def __init__( *backbone*, *learning_rate*, and *learning_rate_schedule_patience* were renamed to *model*, *lr*, and *patience*. """ - super().__init__() + self.weights = weights + super().__init__(ignore="weights") def configure_models(self) -> None: """Initialize the model.""" - weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + weights = self.weights in_channels: int = self.hparams["in_channels"] # Create backbone diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py index 21a94b4be3d..76bea82118f 100644 --- a/torchgeo/trainers/classification.py +++ b/torchgeo/trainers/classification.py @@ -71,7 +71,8 @@ class and used with 'ce' loss. *learning_rate* and *learning_rate_schedule_patience* were renamed to *lr* and *patience*. """ - super().__init__() + self.weights = weights + super().__init__(ignore="weights") def configure_losses(self) -> None: """Initialize the loss criterion. @@ -117,7 +118,7 @@ def configure_metrics(self) -> None: def configure_models(self) -> None: """Initialize the model.""" - weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + weights = self.weights # Create model self.model = timm.create_model( diff --git a/torchgeo/trainers/moco.py b/torchgeo/trainers/moco.py index 7e7b5e3e159..d2621a8da74 100644 --- a/torchgeo/trainers/moco.py +++ b/torchgeo/trainers/moco.py @@ -218,7 +218,8 @@ def __init__( if memory_bank_size > 0: warnings.warn("MoCo v3 does not use a memory bank") - super().__init__() + self.weights = weights + super().__init__(ignore=["weights", "augmentation1", "augmentation2"]) grayscale_weights = grayscale_weights or torch.ones(in_channels) aug1, aug2 = moco_augmentations(version, size, grayscale_weights) @@ -236,7 +237,7 @@ def configure_losses(self) -> None: def configure_models(self) -> None: """Initialize the model.""" model: str = self.hparams["model"] - weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + weights = self.weights in_channels: int = self.hparams["in_channels"] version: int = self.hparams["version"] layers: int = self.hparams["layers"] diff --git a/torchgeo/trainers/regression.py b/torchgeo/trainers/regression.py index b2847556620..b540ceecddc 100644 --- a/torchgeo/trainers/regression.py +++ b/torchgeo/trainers/regression.py @@ -75,7 +75,8 @@ def __init__( *learning_rate* and *learning_rate_schedule_patience* were renamed to *lr* and *patience*. """ - super().__init__() + self.weights = weights + super().__init__(ignore="weights") def configure_losses(self) -> None: """Initialize the loss criterion. @@ -110,7 +111,7 @@ def configure_metrics(self) -> None: def configure_models(self) -> None: """Initialize the model.""" # Create model - weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + weights = self.weights self.model = timm.create_model( self.hparams["model"], num_classes=self.hparams["num_outputs"], @@ -256,7 +257,7 @@ class PixelwiseRegressionTask(RegressionTask): def configure_models(self) -> None: """Initialize the model.""" - weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + weights = self.weights if self.hparams["model"] == "unet": self.model = smp.Unet( diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py index 9a67d051c9a..9ee51d8262c 100644 --- a/torchgeo/trainers/segmentation.py +++ b/torchgeo/trainers/segmentation.py @@ -93,7 +93,8 @@ class and used with 'ce' loss. UserWarning, ) - super().__init__() + self.weights = weights + super().__init__(ignore="weights") def configure_losses(self) -> None: """Initialize the loss criterion. @@ -151,7 +152,7 @@ def configure_models(self) -> None: """ model: str = self.hparams["model"] backbone: str = self.hparams["backbone"] - weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + weights = self.weights in_channels: int = self.hparams["in_channels"] num_classes: int = self.hparams["num_classes"] num_filters: int = self.hparams["num_filters"] diff --git a/torchgeo/trainers/simclr.py b/torchgeo/trainers/simclr.py index ca40eabb6ae..a889be1c96f 100644 --- a/torchgeo/trainers/simclr.py +++ b/torchgeo/trainers/simclr.py @@ -134,7 +134,8 @@ def __init__( if memory_bank_size == 0: warnings.warn("SimCLR v2 uses a memory bank") - super().__init__() + self.weights = weights + super().__init__(ignore=["weights", "augmentations"]) grayscale_weights = grayscale_weights or torch.ones(in_channels) self.augmentations = augmentations or simclr_augmentations( @@ -151,7 +152,7 @@ def configure_losses(self) -> None: def configure_models(self) -> None: """Initialize the model.""" - weights: Optional[Union[WeightsEnum, str, bool]] = self.hparams["weights"] + weights = self.weights hidden_dim: int = self.hparams["hidden_dim"] output_dim: int = self.hparams["output_dim"] From 14d0207a3091183fc20d134443bccf0c577c487e Mon Sep 17 00:00:00 2001 From: "Adam J. Stewart" Date: Fri, 10 Nov 2023 10:19:25 -0600 Subject: [PATCH 112/113] CI: use unique names for release caches (#1723) --- .github/workflows/release.yaml | 6 +++--- .github/workflows/tutorials.yaml | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 64fee06d844..25e630508b1 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -22,7 +22,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-datasets - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: | @@ -50,7 +50,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-integration - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: | @@ -78,7 +78,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-tutorials - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: | diff --git a/.github/workflows/tutorials.yaml b/.github/workflows/tutorials.yaml index 8cb3c344f04..e0f28b64147 100644 --- a/.github/workflows/tutorials.yaml +++ b/.github/workflows/tutorials.yaml @@ -26,7 +26,7 @@ jobs: id: cache with: path: ${{ env.pythonLocation }} - key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }} + key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-tutorials - name: Install pip dependencies if: steps.cache.outputs.cache-hit != 'true' run: | From 996412a720d3860b38e0304d12a1c9a62b7c7b36 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 10 Nov 2023 21:01:35 +0000 Subject: [PATCH 113/113] Bump pandas from 2.1.2 to 2.1.3 in /requirements (#1724) Bumps [pandas](https://github.com/pandas-dev/pandas) from 2.1.2 to 2.1.3. - [Release notes](https://github.com/pandas-dev/pandas/releases) - [Commits](https://github.com/pandas-dev/pandas/compare/v2.1.2...v2.1.3) --- updated-dependencies: - dependency-name: pandas dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- requirements/required.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements/required.txt b/requirements/required.txt index 1fab96c1fcd..ee5212a35ce 100644 --- a/requirements/required.txt +++ b/requirements/required.txt @@ -9,7 +9,7 @@ lightly==1.4.21 lightning[pytorch-extra]==2.1.1 matplotlib==3.8.1 numpy==1.26.1 -pandas==2.1.2 +pandas==2.1.3 pillow==10.1.0 pyproj==3.6.1 rasterio==1.3.9

    4?VqI8$)rtY zqb@A+88nj7eP2gj1h4CC%e=Fr;B!CuHi}XuaB8JEJJ8V|8VPEVBKIi0aW^%2vOeKo zBW2bqFXlNJ`^)pH%r9KU7S+fz+1}*l{tlzpz_7e+ALG|a zu{N`|&K997(qRX0`GEy;zkDkOy~xWOL9vGIpYzyVu&Sb!Q!%r?KC@1~sQzwepFFpJ zkH4l;+2;`G!zN#1^$5xRiHS@xtV?a5GI|ahyHAEIJ{oK(L8rO74v=+VYjhqW9<)NzsV4uq>a>( zOjN(e8P%Mh+{7IrekaMYE@}>cdXL>&;YOY)e{FyAF%9PX6XZ2{aGS_9h^EZgwZ$PhxarQ>6xR6~R z<~whatQyR=vDdM5IEys5lJN`jb*I|_v`O{o6QEHX5Aypwxb|9-vbDCJ(Qe*{4Z(u?_%Z?R75Tz7*qQschjjzIZ&I2vso1*cB1$@&dKbcPw=k@O}^*H zFVgE6+ooaIZqhG<#b_uu!Sx3AULxY}&0-^9y&B7Uv+xwC?L+J8BGm{CdJ9gCp>r_L zD2Le%c+zNk?SN!M@|^{PoAl6|1vZNXr#kmX49ZsDBFdrQ{-;rib}%Gre@QtRP4=dXdyFZfm78CPKGCasSm z)eo$AHf`I%AlAt9_~h+rLBe9R-2}<)VpuXLTx;(p@gUW%YU?+7p*quO0nL)}b|}PB z*M1?bUZwR;+E0M?l_c#TG87~CY{zco<(Yx;l6GHUmAS4FH^b_vf+yU^OD5xIKlhuD zVC(tLdY>OYMfc?2?awMNvf}%g|CSi{tyT_Z*-z=R!kL}fdI(-rc0?_0jPU6oI?OLH z{~~hVBO3osvf)@XkoIY*F|S&{n=UGh$lZ9-Z&b&GXjRSgiw(O3l{qA)QLZsbaAdlkek`fK+e2=6&s>&K^at?XhK(_Alhi|2V6mHnaY-8oPc%=0R{;N~S7sY@?0T4IUt><{8yO+AntQZCdD! z{+fsIaAHRl*eK(Oe>nM|vv7+OiWPyhE4TjrSSdiMH zU14(}d0O(Iedw0#Fv%kDujuhR3!H?*$%ETOgz4_=&7#b8qT+h8q*hTYwr}R>%Sc*` z^`6G7RgkJc>fB3IBzb+GYe4)L$8ObDKV!^Fh-3~}JKj7EFI%$N9lRi`J96jI9J87` zKD8Hz!J>lwHT0Z(A_o>MTZUxgMA-Y_F_AqEa%?gn4<$ht-qiuFkBTp2NtgFMSMmKr z;5M7Ke~}~En_lJ_&Df=rak7T?l11h~xZcaB`;elVh;S&je53bL@VK76;&***>%cqu zh?}W#xi=guvBI0I`k%_lwAQ z2$`>QFLnr~r?OxPpE9p0^}Ywv=y}*&q~8x6vyTxlncsWB;09YC7ezPHc&X_7vTM3j zQrZE{GxVC-{4GV4dIg3)C?018b|tpFgenk%l zvVPzh$RtO5V_4s8Yg=cR#ge1_PR8l8>HaqSzjaiy`mgr)0CpI{9?8t`6@<=p?A17N zk0=(8eVS*VB&vPp>?SNaK>Rw$xAGW%4ZDuUtVyKGwaWw?s_vX)$=?DZEejS+-ouCR zd^x{87?P7A_6Lb?V!P(9vuZh`7ReX0!GpZ`0&R@*{apLfb}~QTO6Sfbeb5!)Gvqm3 zi>1h%iry!ZqO~z6)qmI6KNfNa(qSe2w;Pl0)lVu6m(+g?Xy=-6g*N}e+0x>1>ZJ_! z_Xm9Wo8CQn)na!DE%es{5}B8Hzh@+WvdmK==P>7&fnF7D?GMYn={t->Z3|CtGpej~ z{syt|6`TsXKcmTi3Z2G)${a3GN z;!9={re?y)a9iV3QCz%L?3m2n!+347rhO!$oWVbTfj|#@dRcG7;q?OCKI03|V9irT z(q~!gJrZOs{az%0+y3NNJ(-`JMCuXxDnsYpyy$)QZY^$3;yIaXoV%LUd}K7eQ$=(s zTn@nQfn-Xxt4sOGSTSc`|L2l-9G+iqgt(hkf8mJ_l5h-Z)?wGtI5n>jbDzVyWn_9o z%$_AuZ(y_E;kBNxEp${?kv)M`O)zMx2sn~v@QWaK6rTJ&clH9C=$?&m}EBTne zadxs=mvl{V8Cy+p-rwvs9@2UK-q`odxlbm!>NDgokzMc^B5Tr)wYb_b-fe z$I`0{i#}ka_=TVC#m8R3#+z;3$R~bbt-tZF9u04|?-_C&r-!Y2O;xN^C0tFCnSN&Q zknQ5;2J&RS{t>WPil3>Iu^xgi!1;SPWVOZhdfZ3*57W919h=#919b0qW;4AMH3laV zEM}9;#QB)Ccfluh3BSOzdr5c~bVeIjx`{V=mS5L6bPqe0rf;gLeNC=0&~An&$u05$ zY){c*6Y@Nvg>Tty1F0Xf?^H}V9$vrk;kx=s_0JZ*wT3`ex~%t```Bx6J=rMop12c) zKhs;@$Y-TocRgK2k5#m|SkE=+@-1sV58u(E^K-oJGoO<$F_~w-^}mOaat_XB7JX)v zbT{JUNyk$9|AS4b$~&I^YxHq5&ZS0ha)%^W+<|mCSBoEF_j*T+_vtwjkHf0W3x0%c z>d-Wm1)DhgMEyTZw+4{-gcReny%I|2(6Bl_Wk&x3XTHp@pVE8Qj$fA+n zoDPFOFkmR|-7G5Is)a$kH5JBdI=2!;7Z?Yw)zfSdv_DLjYwQuPgg;{oqlG)dbM7j z@IQ4Jd)dCrIVF96k#yT!v*qbqHKTko6Q3>q=Q+tI^iGDYJM^+jUmx+VyU10It*60b z0nOKA*QXHA+SD*%oOrPSM_zUnkbH+@c*S$9bsu|O>$q$2B2SZ(*Y|d|8Dsl%qVYAP z9%;1v*6&>Q8%MH79Gi?}50WeE`%`@~_30XtF4us`5AX}Vt%lv<5c$_Q`Mg$>nYJiB zv!X6}N%t4QGY4=2CRO+CN60k5=}UZC0Y1A=$L9k zHx%OG5oGB};w}Cr-|B3~zD4`Yao7RB4rEDPyE!aZMcY$tzplXK@7ba&B)(>?M%bAA zEK`jmnJ@J?yFJ6=sfGSMl+MSZW~}}c9{%aLmSjC#1TGHC>%_RsnLZur6PZ?eUHVD6T>oJ>`WtZ<_L{q=hUWbL8iwY zld&aPEO*gkl71IDGTA$Sg;hy$CfN}Nh;s+<_*7(m(a#3l`;vY3cdt@j>xVe2f%7Jd z=|gB=SG#-k{Sb7nB;g9z*vZE}z<4lS+pn_NaiY-^&dkcJJY~9;$L|&$>#*XBa2g2P zkMOnwhU6*Y9W1e&^;2yr8Ddh~yCt29IO-Hw>~e*70#vhxp`L4$L3*9&S;W`Ii%O8# z%H|94WS3)?z_KU#Td?atBu$p=WD>}_q7kC(S(sajj*sF{=6c>{+tc*;6;^w*$^A4v zf69zf_w+EBz8~war6aDzx=tcjJ6@2?TUp!Ehb8ybQ#bNV z6Gif*vj%(4)9yZSNuG=2v3ze@JkA=&L-Z?c-6(cl>C7UI|Hl(7ni2-{)1@K-lyu$9R&Xy z>2npv{i4@oKpaE%0#Wx|4{9^O;pOw!4 zig>9m(8iHp>3u02W)>pcv!ZHyvY!s;N@VKAE2n6`BCc)ZkzKWOobwvM|8cCH=&B*L zV{3@|ZJqZSDN@yMl~MRlk)k68=bmCdobzVqKKc*T^Vcl@sUFT2|DF}kGIwtWiStA@ z&*}d$DqaPn+gPHbF}=2JkH9ZkRqw>L-(Zt@pQ&3tn+@_tueerIC*=+(l)=XJZ2kvU z{04=l_}^JSsp2z2yc??BPaHQ-kMm%0y(4yFPYs&odFex>O#O(v#f)QlMrKOKmamI( ztx30=eCM)Da`GO<{jNj@-bR?gye5Se=9j(BF9&x=p~AFfM#<0AAwJ6vG@`eo1ndla2W)X zruKDUfxTgnH7Sof?pi$D&C*3NVl3@mFI<(}C=NFxO*70cLbhM*Z4bltzNH#yJ-xTm zL-PJ_6EmM9M>C&FPPUKcR|gt{-*YXnjurE+ zV~V3z(BLap$~F5(?3WSkQZ|3gc$P{=nFDyM)~jgwdyMG90wrnm|MfbPAK~x9)kS90 zeXW<$;$X6bcM-EPJM;wGGZ*SF_L*z%3f4;dEgDu7cwXzsbYDo*cL9dnnEChSXeRZ1RBCaMT3+%)G&xc)vp% z-C>cHYsqVOwaBpu>X{{ak|>iAH)|Y|>+K?%oP|f9h_RnQV;Y;@2%Sr{G~aJ)+mcZ) z>xWzF?OGOif%Ok#{UR*?w@B605sgVuReVo<;LM25v%uyU_d89-lX@D~X6^Voy(RHf;fm zUwOn}V|bomyoK{?ecohT+(U|9SacbypMVFgd0{Dt=PLSQD2-&7nzk>*uf@iis`RKq z-dw5NK%%o*yaU-&0s1%+bgxAxSa8(U4pyUaW}%~6@_aIvepKcS!c=I68B720@5U)}8g)b}a{4(EPt zh^VlP<$uG;23-tMbfLxI7xJ z|6y8X97%oCVLWlFBZ^|gdk{#*ly@MWj8EgWk*o*n#kAaw57pyhI{bi%H_~)I8IIRV z4|v@zN+r+xqpm~7>-Q4&&pl-=5v2~yr(xLpxOj!=_@@@P!hf;rhaM3ALrgnI8wa?8 zJJX1BFOH;E$8MM$4ZZu=^aP&8KwO_HZ8+j_(vzac%==_Kl-X+V8e6Bf`SJwVo z)*o(+Or4uuT24mQ?#?cWg-gYPLkiedgKJydZH2>aN$@ZEHembtn4Ei*vSRzaeC`h; zUoY6LfO=IPn&%L`Y`@G{l=))G-pRN_pdckWD$@8=(cD(~f4};mA`svE!lV9~q@#q7Hze}$x;lCAH zNAj}$^_Zvguevtg6A8vVUpqDVTmk*5!O~x%j->n6jGJ z-tDSC_dSiZ@jDE%ab?bL`!s>1uv)481$hyD^*GVLVCA)oOTlww{t>z8;y9xBp(T=Q>B1 z!R6!Frwp%~VN|Vx88<*`J&&%9WvNMUmS{echIy}@n%i@*dMv(`cW$y@cE*KqbbOUG zYh3##hUCp-o(6WnsG;yY6^}}>*nB?Q5i80-uRpKdAtrPZy06mC2tfs2_^H*NI;h$UdE<17JLZ-NKi4d@uKZ z_v6$NVnXr?eW|rvQ%z^Z_4@n)9;*s*u(T+!&T$Vz^eho)xIQM~{zM!~ZNa9P-Nm;f zF<~yvzGUrJ@g(=CheF^SsBgr9daRY_8k0!=B^{CtqbRn0iv@MHaTy!$3(?M={!DOY z8O%QrigmPoAgNNd<5PMZ1)E=Z;arS`7+ltTs)y?orsYT2F1A^C#aLE^0O+Lu($fkj);}QcK6=DOD9dk$0(I^Z#8e zRvAJWb?@h2Jw%~0)u71b^kc?rc|&j>*xpiuUF0-v^5y zW19|`o!QN)3-YkzlF9Bz7{1}m2l-}g{h#97XR}Nnes>|pjurQE z&5&%|sk8E|9xL;PL0FW!N3F=5>Pe${#esAf#6C4)lV^p=z0rkl|AiBI!&gpBt*5=0 z*{-IeTS6)GOPk_s)&FDZPQZSuzPEwXFHuTTnh+IMkx(HT6iHG-QB;Z|N*W}k>;2r%|Giv~=lPzq&)#d@>t1W0?>T#~rPn+8$7;4I zhh10V_aF)nv(uoJ?D^lj@;LuKf!1YwpepTegjw=*Wo6&l(Cg_~U$z{NN8iEnE+b9W<}1CY z^5?m(K1#HxK=#T|j-S8GGR4LDe7nxR<(aVmNeml<0Y|dHf9@t$)A}Ad_cO-h#<-kC z*6DRU=3RzU#c(`tnNHEmaQ<`&op;dsY^a_At>onRkt9Ru@hHztwT5fm$4t;;16S^X zV<%SVXS|_Wr><2h8{LG}KbuSXI$Pe|>wZ2Z+hA839PjfMKMnj{!u*(gtoMtm6-Ab0 zrEBHy^$^d#^;x7n(-m3qdp^e1*7i(DoJ-GJacL2~=d;IbmKeip28#Qi&?f6?w_(5p zIy{P}$?tUry_4-~1a@@Od)}{)5Y=v{&u_drJ3VrAroXQcFT>f_M3sZY{{QK5ik_F^ z)<~S1jxDM7&=+c7!uCHBq^{bNX2%Qp;+Jfar|HRzmv>z^@V#lU$x5h^#{3w+mcn%v zJA8_5m2fXUlziUFE&P_=ZlG-u7HUV+dV2hu1(Rw1L2T&`qdddDo;-K(=uzTQTeH>< z@$>;#3~)uBqUWu4vfy1ww|&OSe$c<5SBK9$ESj9C?KdpEzbk4vdot~(lC=fDs7~MP zrG1+Yr?Xx$EPo9)n_2F4{Mg~j60AGd^~n^lKTXTy*K6ACp+!mK)nd`5aQu}fskf3^ zyTh>X2L4`;jqYLFlkj;iFU)tb;g03|8hf(}`6*b8@_W|O?XOYEG^ zDi6~+`DX^;ekljbteiwpPh@8n}{gcZHa=Xra0w$_v2cmrJ5k|uS0x*O+f zk>LmOzfJ4+$#oe#vbXzBOq>me(tavnWO0n{N7C%RNKS{H1+lafHe3kb?IK-jWc6a> z`gb`*`|))KVEP`RSVCXKBZFnpOYd13!`e z6FUFl%1*THA%0&6$C11(8Lo53zL_>((Bc8(CCl+3vEh4B?*Z%?TM#qz3^^IlQ+MNi zk{t`{#k?u|_+G^Q3gkH2$d$$M}(epE?{Z(*>J%-fp>#wuk3zKL+QE(&f z{p{Mu+(jKvv-8+3J8`mVp$ z%1oeVR%A96SCW-w4<=#FaZm_NPSj$pv`82Sxt=Z+^RkY%3-nTXeJ|OXJCiIssdtpDtQQ+CmDPV` z`-5R}m^*<#c}Pbdm346Cp_|=K$$#@A`Lpk!mZPn4Cv{cYI-aV}w`oxtKCkk>sqXeB ziv0gU^FuvP7MYXbGi&#&L!%?B*Tk}&j%H2Knf(1JwkQqfJhAD)Pd_(y-V1Gl&T0}g z67!NNINu8=xiXfBb%*=wWA}}}iUx^6xo>z1iyF}+wIRB)TPc=~SM`ETa=c~7@I`oX zJt;e}?0Wos&K0*nGTD_=ZGAr|-s0@x{NNuF=Nr}(`edHn4!d3CTIl*R=8RH!It8Cg z@ss;S$5+JE3tZ6;(s`?tXJ=U(khfzS$ex@U^`ZHPyUvzk!c6~n^>-if_%Vi?w}|Zh0DZn={ELlDrf@8|!CQOlJEBStUD< z%9G(1J+^he3$9!*_U+a0Z0vcKjcd~(*16u8m+5t}pX86+Oy+SIo$43Kk#(%!sXcHF z5B`|%?S)E9_c+N@Sy}ta5UoYl$^|hvm7WeT-kD;cpW#Xun3=e6Q%sC+lOtJ0$o=>`o^A zvuJ+-izolgFcSXC-%7&fL}%|8XGXHx7w}%_ijQGYl*Y$nV`?Lv1N~dboM#pv(eig! z9f>V9`B!RG^%Sk%bbKC{%{*~Wrp+4pxN zJ&OYqX*?Qo$&2w>ftPkR?ge7f)qKB?t5Siu4-S`wb+Rb0_4x=En2mEojDM&Ri}RSv z^q;30$)<8BYvoON)~5Z-XZMF;RuL@6z3iR2T*N$`mnJLmXL$M*{Yv5XM3J(i8S*Tc z4Rdu-EwV%L6W(|!Mx3mlawNXlc<;gMP)Jl4&&NY3&)ufct)Ik&2Lmcxe~%w4&pAqRutse2itX{-~~TvZCubDC~px zbz~S?Fo$OSWwKPpGtV*e>@*YI#$F{zky^>c=+~9a-w|WpCTG0mB!9*2Ge~l2%%XD# zRyvvcOuM63x5^Fz1mX><_ zRnP12;AU8sfYo`p)Rj*pqjc7!b|XPmmb`^;9xAFN^MBp|rtV%>ws{**a<8+MzK^+c z?#2TSVeLBbD1`N!#EaCbt4*UZxV}bT*Sm9>ZiLqS{Ba&zrccE6Q5p%nMH#bu0@FV}+%p`w)w=v$h6{{Vpb~=Cd=j z*~+)(kuPuCUUekdvf60z7cY7TE0)3U5K<4sfqw2l-Xh%=Qm3x;NJtL%|4JHth6Q=X z@)|^*(|0M%-K=d%cTyA0(zo)ZTUp~OsHBe7dNHUB>pstS8~S@bpB#i^PrA1p2A@CS zlsq8W*SM5r^9FPSDYMGzWFD}CWW`9FbwpXWn_73NFE3z0u-Mo!Y>iCB=#ZpXv; z4op6YB|1Q9E^C$3NA6a;J35ba_voh?)ZWM6UReASKktLdt3{K8*dg_Q4l`mZVZ4E( z-L;y`-zpd-8IhZc6m_s~8fN!}QmVTwD~PTy_HuZ3@fB9No({M_|JoY|N^L?48N3wB$}Y)fKsS%sREQdW!9K zvthCbt#?=Rt2WCaTD{==>}NEqhEZ#<@H(7sf`cCy#Kv{l@eq%nW}IQL_!xR&cIpcE zAwf?wR~;iffG-pAK5v#jhx&SY{Kk8~WXH{Z-lgp`ey7U&XFR>Mh|mcp*(vff%}TPz zAh=!2r++tI0~%fCKHwQvE^3av#Z1=C>{182Qgd=Y+{oI?Q~7T8OE$;kt7(%vmS?$hh6FdgQ*U4Jia^33X85#}}bP5<{4Jedl+>+x_B?!}WqwEUG_y0Y33 zTzChEvJY~Ye*Pox`Q*P0^9uWPhuOcqQESq-mnd0Z#2d<6XOgWJuKfg&cFuj{4y+1U zlG8D3bbiFiDJ*onGs&cKg}byDXgd+Q*+skozt-Z%Bl;=o|8XQvR=5wbeX0>w70j^D z@~b-L(cyZnj}tdx$2bunPphscZ#4*i!=^o9dMG55FS>_OYqMl_1*V$$H|C~KaWnY| zW*hj9ZJpTX;xL34Z%0o|e z2brg;2f$!9IkO6?G=%T=GXS1%V^Z=W|3aF1kgLmH|93xk1XKo#{dvyTf`5!Kc6N$i zN8aMbyU*WaX|{rfsVG$fD}Kk|)j0B!-jaLkIFa*mvq*JOvNC(NC+pdGFx^;HNWTpa zmO9r;-_`kJc3Pc=3peuDE7|#SQvL(C)E^iI`{eja4cT#|+CjsY98aE*=jq*B%llb7 z`DJ(co_(zL8!F~g(&x@crb>RP59qxm}E6(a%C6c zZ`a(O6mA{FLXN=erBc8qinydaBv}!D{odWgFbzg+a2P z702-%M(NHj)y2oB{9cS?!srP+~GXvcZq*CEj z*Q_=t9>fQB8UIlJT8NjOiyeuDlwqeu6FAieu%)+>K&xR*r@@3*nx(l*vLc zo5Yuq>T*cGNx#c6=TGtCAn0GE&peCX5B{lea3>7gU~dB&kA%`rQVr2+ulu(Jc(oW# z$3yfXT9kxEo}GV%w=3|bv7YDqE8i6Ai-}n~_Xi}dgz!*W91XWduD^>#tMKIWAg~7e zQr-F>R-M5YZo#Gjdah2=`>=hWXuKS=^4#Sc+U;YzQYbFXG)%tRCHVCWkFU!@$;V&8?6VJ&8~ruZ z%+T2J(&p9ESUH(jCX?=K8YY6>XRJIQf5ON!@OL`sUAVe;giV_e5$0=GoN|WG!#Jjvp@wY#gVIe6RrvYd5GW74^< zx}61vL-r(iccaS=t)CEkw`1^dy`9G5!(EpZc1y*)RElh+XnMbh6Ss{f5)=j!!Lcr+)+v##6grz{OFHiOkQUUu*Pg&o3yoJ=Htn~X6LN5C`YIJwMcc$ts=%h_;niX=g=nWn>M?0 zKkU!0vXSChb()^QuF1O9%Jq4YItlhO;PwE$N1FeaXn%=&p!*z2UCgd5_7}ar=C4g? zv=X1c#m9V~%YNdwaeo?b*uG`i#doX0B{`zBl_7U9c zszPF4R$l%rKKwzu_{ar#GfG5G&gP5ZyGhGuTpwTliEicDx&cHkan+~hjd)fYy6qON z-r%>@_{niRI_r>F2E$djx0FuR^}33UX2B+zI7&gHr1RHf zefBxrhG*Gz8E*-{hWJzib1Fi8u_rqDHZzkQvs(BNnqI?e*6X{QbMy4sgd5w$k?g1Ek1G}dR{UUgN z3!zj}&ieHMMjXIGRd6YHaaWnm+7)CN-C*@<&X)HF4rt{lc z?Vv*?9LdVz)aac_wp*chtl1$|8?v(b0OKz;uY9YQd^>K3$3t1-CsMslsy~gJoH3V* zvn?T>b>M~cd^ikd@{Q+VHI#I%^iz&EO~c3i*e#V@Hj?IOHc!pUm*B9nAZnbem&}5# z@Z%yLdMzxo1LQBZE23Rtevo&^*$;g$Z+)28Om?K6`1BLhlHs6=<9P#Cf|ki_dL<4v z)YB=X%8u#3eA**k&F8as!Eh1@Z^w`0X}yr|zsRe`7;}S`f3R0=dX5rL%EB_ymarcZYFw1#eWzfB-%BF#K~w=r^W zR!Oz`b0N~2JhzkYK$c!iix(Wr9_|yIeN`Mv)!=Db40T;{WaZt^kvt-+Eq>)K*@6C` zUOT%onH}n}?k-v!OuAL{e~8pYu;~GEl_X&o=O(cB8tAsvV->T@40`^}hmSSpMEKsz z{&QSE8&{K~GOPQ#>g{Cujo}|tX`d%ld3QgIrG9c`jrf$kAK6`-Ijjq0d*D{qu^vgH zZmjXHo+sf!bNao?Q!g_Qj4}Q`GS7uqc2E7K#erB|o_5I`F+&W?Zt?^8)4`BfPN#g+ zsb!q>klMM)PT7O6o`}cI&5%{F@ky8;3;Vx}|GM+ZI{BnAdiqqCB*)O^XM9<}XK$s; zM!uA)%oXW+2-HgAPoBU`H)8V1r?T74?l3CRI5pmex*~5Yk0V1HHcaiB6GV>(T=jz( z+EdTBX<3C;uEE{cc+p<$K2hm=~4)yUJ7WO=H)441wkLu=kS5<_RxD0vZc_tOe)8{ETm*T-hEoo1Z1 zVqjmG?Ze5=q)k=CtTxQ5ldXC`UrernYi;$LY|BN(#?<4;>f*AFmx0GJ2>oVeIYU%` zoK`!?){YI@;&4gF-_lb}qn9++nFZfwQkf{M`;iSUB5xaUX}lIk8sz|5{{itAAu<|| zUN=TN>?%XL>_kl!kymNengvsZa{*i*#f0Me=)ndHeabhm)IEQm{p!IlYvYbHb{W=w z9d`?xZM$Mbsu`q~U-nPF41?pLR13|n&m-CQZ$00MA4k#RB{ted zwl|>hoPIKM9Oz#?=-thWPtkfQ-B^#E|1_WOB-e{pu6pR8?u zlD_rXID7f~lPT+r4maBS5L=IvkJ7p!mXp=)o9yx6}7c)(9S?c;@m^?HMO@Hv>( zo&P~3UBu>L<_*wH<=Ibhx&=1Ak4=vmwY5*n;r6>;?xNMbY|xKn^DyRoz23%eAH=k3 zu1Hq0?Csy<+EmR>=~dqQGia$s6)!=ESVQ{L}Abcldw~vv^IIaVCU*Vfm&c`55aC<7EfK`aawk zY%V;DUaRn}3mM*FqrvQx)rU)2w7!0Br&IRxXU*K@JU+FfPT<+e371u+d3re;KFOMN z8HB#ncNzLmz{X_X`<mlzfbN%i7>`PZCujV?v$7?4Q@bqRr zbPDNDbJa$p?q&0H*ywNU{frgz{Wt5>GV|4gQgYs23DM-az0jxY-On5i?|eHS3yph8 z)sPo=V3QtLl3a_Y@Yt_J|873tV~n;UVrmMB65u;5!kOTFbe>>PI$ z9r5fPQr}4KyoI~n2rFQ2 zN9yU_%T7P=|5uIJiv>Hd*NrTg+8C*+omF?Q@cCrQXl~4vJmm)*s!q@6%s2O&Z-*K6 zZdOQMiN7#0IlYqAuDdqtp^|r#-;nYgQEZZHvf}(0_M2_Y-Xh5iw(5%2hZT6p2y;j3 zT7GT(yrVypmIE;4FFi%$W9c-``2)%PCs{g)=4H(QtHk?!t6N65cgTM%-aY`;hgtk7 z(r2Aus(@a^BRk;5d+_Pb5A*Esadvu9n`fatOpGXmxB2cmlE$q_@~!@N@`7plNFCtK zc-I%FlAmn~e@}MU-^g`}-%7MTU09{+P|)V&_lT zp}S8HyJKpJU8!ntv-87^@DWB##krC`U1|KOX5M50YDAJ2#+|3#w^&dFYK5KIWZcDi zcoj~A`NEOzKwi)yYk_wAmt3l;1(Vfl*-3Dy$g!JUE7JM_Gwu~;h!4m)RZpjov@Pzv zuBXf`$uzMI*YX50-#?F{>)W{Xhw*oaVcB7{yI^ko1m|WJ#HSYSLmD}k%CP{^z-NjK zo7@p}FcTfC?O4b2eKg-AYSFd`?2^SO-v;Vn$9D2Gb~NjZi@V}_QS}Hh`89gaaQqKF z-$?q4$oHht1{rfaCQcV87vofaNbh60zCNX9(G^-IJLEZ{$O2OQ-;=nleETt&m4L)K zJmy7Kd6FL_YuaeBWW4*UR>nM#ZNCunTEg&fJ?9yDQ4+0%XEQ7r1C`Y8&AaThT%n&l z<@`+_nUAjX|G#X|j1}M1$0PJ>iwCKz{0eWm+RXR|pE;2h$+YvDn6|)Zz1ekRftM~} zlZtemASyhJFV&oFXZ|aO1?g+AK8N7mSGd;94s>0Ab5U~U z^u_->*nZuo_NWu;HP5%w~FZpEef`)m^ui6_4TtJ^A$a1raN`DpE1=Dn}Z@c`fgnfK63MG|(Mx3nLGM_>&^^ zDJ*r6-XCJ&)s9}zf;Si|S&+N3WU>dZWv^6Fe;8KJ``k@`qv3r%o$iDDE&Q+=1kcwp zIX<#m;1!bAXWeCb?87eCiyxhM@uzgp`tC^>ntZ$ulchDT&v)fAe)kd?UZ&?3mQTip z)OMH-_v|vC{?^|<7kiyHowyAPjgjgoawEXy|{g$UhFFPK8|dJ$9`I6b<_SvO|G=8oXd*Il5|gf zyMdtObv@eO9mqRIU zj+*1i0^?1BOJ#ohCApTsPmss-BDi*3Y~%Rpci@b~_2j z!81>ky0OKHINw+t%v!%!NZy)ci`|j@5AJuv{C(r>5QkC)WT?@y<8w1VI}(zqy=`{#0Hu}G`*+#ej zM9Vfbe4g!70k;|6ts%`Y{Uw9ajig>{go{M@8e}<@9pB|o$p$~bRddKNQSTqlC zS7Ivslp$G7;~hfc#IApN=xi)FjIFY3vl;eXM~*tYljUMxFUUV^%)BQWXY}frGlaBl`RZ!km3!YM z&MXsY?}hzh=PL5fWW-O-tYXIQDaKyO`;Iok06iAQhsEUkf^|lcKXX=j_ZZg|M9uf0 zmYPF#*t?oGLtH-&D!XAZQL8GL)lnS2&H31{q%%v|F;ly^x4S{w8m}GvxS5NJD zcmqh+hTCYipCopTCQCAlrV{jR?xa?V%zruZ6CULIelmyU*h_wT^1}&a$_}dXMxPI_ z-&m)qsNIMBWnBLvE$XwxJX zte4g3O=*~SH?2jem2j)-bG}8)a3mFAO40B+o?1t*c}KSupUxuJO5V3a^!!*Hx=lQ) z#*z!ku@-wqV9_vK+{Kf6m~XcjCss;rrC*@l9AjSBc7LPf4PZq&Wu?x1JjxTNO0LTH z@okR%WAv6rA8+)2G{4^X*-QAYYdh)xdD^6kUhH`Z?WW=1XveZPc`$3`UGYTyOklCQ za5uZ8Z>B*qiN8aZ?~V8!TX!JuWK6FB^$}vu8}Q2es_)q^PwjsZFAn3qh4lFx{lB5X zVhF5szj>=jcRqP1@y*ue+*M@z!M~n*SVx~pG|v2T83q+)k>mBS5~kgaavq&-hj%3& z@(ek%YO#{}?oOI5(Zi*@|7e!%WyEBMKT3~}ia~4eB|9VT#-GA?UD~yaNw)$I8@eKy zqvn`Dj>DNL(CJNzWIT94G(X8mZ(z?g(9O5fXQ7#F2HC6hp?N7;c(+3PdlLSnudJtU zLHBU1sIjsd{w|hyl(xxLxt{*ZwHl2h$wN~UpUU`d)mC54=yR~~QqSRF7+zt%-fM=v z+i1n{^i>{zv=Q^<^l=g34?a|kkNt{SSF-d5QKT9DlUuvD2y-gjpQim>*ylOwa2zk@ zXcIh5Wu*Zk&N%V&E&jTReyecjXvf;J?T1>;Ex0#XZq}Tw&&E8tDZl*zazA2jo++-O zO9QBWM#B^6U!A2=1Fj!$-Ug{Y?!^YXgG$EEGC1DZRaLQa0UURb-~|%@<> z^Ug6jpR@aDD*ck7A?tavN-$Zv_hX5x*f)D@+QRU2d~QkZez5ugSF7;CS79BT%bPvs zkT+|o#<0OWUN+Lap6p`PT#;HHKhXbR(ocrp4fYW&Kzee)Nvs_psp=G$}*QtKrj@wJP(6Hgw&B zbu;~*rR_@I|33S5GRC(umcZhs^@oTRaA@LM3e7*x|VavftTb*0Tf;}-{vE%o{>TEI>W~ugOscNpd)A_$0pM{g>i2v7-`vP9K7dj32@}Z>6 z`p8kZmK|?<%`y!jzaCc)Bk2V=R86m!z$NR1x@q^gm@}AF{`T(*9#x%u|KRa~taGq& z8u6YyAuZy_xo}vk{aJKR1>vVep~8CnR-0)s`B&V&hS#6wY->+uRl3bv!#Zf5XpZdZ}UDT5P)&4!>&uKXc%Gy|pNaHd}EeYvYoS z>{FwxV$JLHmx>F83N%`1#AHwShV|y~=G02K#7L=ob_)6S_?%h31&dYk|34(kZt@SY zD{s)hgl8Es_iqt%HjgOE26tooThQC%_zK+W$iGhT`&lhhO(a=dFJ=9FTg$WIjmEmg zkuhvvT~xfze34xM$yqa7Pbcaz``OBo;YqsQ=-6%}T?ysX_}q?%gZNbL8!v>)1}#4@ zdv0fm?6S)@;QBnGJ*n#%=VAZah$R!~TN}&H69Kaqs0&uN;D3|&#NVWTnI~LAj^kKr z8V)RnYch8xtN9`vzmtU)>FIDbI<_EgoJ*(9*l+?3er^oJXH91_Oiad-H=r|Dd{`nnXU*z!?DYx$G^F1# z{P|WWRd6rTjdm9qEl*t+!)GS#lC>}y$cl@oXF+0s&*x*=AQ~-Ti5)PgiT!`z=bPA4 zncwGI%?`*Ng4O4lF|wz6E>xa@N4|HS?f-l;s7K%b`F9Q8=G$c{2u(B39ZK%ojdlT6 zE@ij8?YKdddV-WY`SFeLuR!47QF_# z*(Xz4Z^>qI5sTi=;@P2iihG+dI(~YTt1stO3vlQw)_zFj=^}b0E92Qbbq&_! z{^J4`zZRM;#EnZ}cB6RkEUORlDeJcma;!ajJ!l>+Ax7k_Z1UQ@O2YTe{rzb)odkb~ zH|yE50@?E^6*lYO;Iqa{{g?{$O9rYVAyk)T#^Cv##?Sr9PI}zqPM{;*T9b7(>tzqu z74-g@)X$M(lSp|JiMN~CGUG0E?q!S_$ySAY2TIkCcS*V2&jAH@E@%4taSX`Q`9ipQ z28=Hh5gO{R3z<*hZ7W5EH8^}BJNIPsRKD58V;q3r&q(L5N>=z`dN5b+Q>85EOpiE88`XAAA;G5a7kXx zUybsG9$T`-Fc9$EGizN*NLLia(_L;pR(V1iSH`Ui-y(UHB)T+S}(l|n6v}i zs#H6J-{x#IDB2`)V z&Bga0cymd}H-JL+2>(lyFEKe86`#Pa!sN_4o<<@@)?9RUE~^N;JChY)_hH{re4rV- zO@sFW%xH}xWkt_1xb_CQk`ucP){Z9cZGKTlM9kC&MM{)RGVVG2d*MkrDT}xr>Qyl zaMGP5cBJ-u6*y+6$^f57vC}A#@i#u1y_KVI}L_T{X-~9z+3%U9ucO}UPw}o$}X6N<(zl+YZ^uLf!w~4^F>2C;Khp|q1 zG9AWa-xV1e!0SsIKMBV#9DR=_`^3se9NWaIs~|ET9?i_rS*^23^f{(Lhv|CTDee>@ z{mXE94Ccv(@+K(`B6EKns-ksG_Wr;%wZze^s2Ge-$uaPQ=+K*H!|B`vtMA0Pe`!`k zgqSaWq`uJCnADZE-f(mXKK62Lp64W9rvle^u9zg&FBDl;@#E#BxPVMo`!+Bc?*_Bf z)1uN!o^&35JwvWidM^Zl?B2M}@vBHz!KdSKsUCD1@Vtg(=*S9f{CzA&v?`eOzF~!A zYOBTyHO-o1%mjUS?tHfCC>rJI@6R|fh*i7cL{lE|7d!l=QnYvi?vo_h8*^4bZ zyQUDt=aK(xJs+)ym27f44t-=c`5yXR*>kcO^doybNcxi6e&~w&dP$Ct#FquoOy;Hg z;r@d0pMmraNUebF9)6PSujh-;JNZL(HoXllGay$Q2H8KFRVC}im78FGhT~C|{|I*H>c4?{vyrlrqLT6Fa{1)0RG`lC3qF z{u70d#5y`82=rMf7uzA6}a12pb2c}(;&N@vi|umQF0@$_G9H; zWE{a`uhF6{>>7!5=g?rP-z(_TlO}m9+@Dw7Oq1GdI@@giF=X!$$&!!od^SCXH?73V z7O?Kl@9OfZtm}H8=G}1b7RTq3ur`UdllcdjZxPk*#j19s*k<%!@o^PTOdgW#!W+yZ z8yjmWy#Mxh?lu}5`6b#nXQgw*qFbMg#N zC*9xZVYO?=kZb_9PT}M8_}4}7PiFbKWH=RC3-y*YJiYYxg1&PP-ke_9iQO8KSovNo_9%<{K;kgKcryvsU+(_;@W<8!lHzG_x+*p zIsV?tzRTPN{sOyONY@ODrm)9jINhC>W-Um49)1e+*6R5n+|NGd)O*TWyFABe4ZA-{ zKNizI$Mf-g>H}l;gZ@&?%)Z(My!=h)pMzyXHd_OQy#H;@x_wBQ9m1Du@eN5=xH?&G zGHbtXek%;4%lXqRGPD+LzsH0N=o>rVg&_yPC9^^5iM>nuN>I8$EIFM&o#AY0$h3ud zo~c$~+1aGL1*%WeUGOo`B>byuRyo?aS6J&_+O06gfn+*SkB!|kUXKS0a5PVKs)(;AyY_rYO{dSv z1>fJx>MPlxrWmE6Ikr9vzY4oI#FG8BrJ*g!|&Ye!)I@QIP*WsTW!H@8T zO4_ug*|nta!=nf4Z8|NJTl^d6PJ?lEHW-R6b1>scI;Z;QJ7iWO|QxmoauPUYIAJJqzvw#^Z4z{<%QARCW1N>zVW_&F|L3a3pR2E%3=V>3$Xl z*2SXLqG@rOWY7Ee*mMc5bRhLmBQ7&L6(?I8$PJ>)fw)wR_AB9&)sW3ecMS%8O^cei z)!3E4cowit?8ut91_i9kuJm%GoJgaca5|F(uMjJm>N{~bJ3l9~ZW--AXXznu`J0AM z&?0NR>#)f_o|e1{WzB`HwaQ#*a+Tf&L(n1DC$ zi-^l0@-Mlw%XouWw;cvqvG^t4-DuWKb>fkD`xToXit|HQr+$IWuQe;&fMIn=`V60K zC*D>T=N>P3YITv(&oFAf`)!2et)zUF=N-?Q$p!vARK6g^>3TkcjNKsq3*7qqy_yF% z;~@{R{$bcOsle*nVDyI`d+NClx!QX>4Mocp!TU*W(J(DrOByeJd^$Nt?(KxmWU>8j8H+#e7icwHRUmD1)sm$C=+O& zJLhq{Z7Iu_C4E!)eaDM0!PqM1fbaOgXm{@0*{6uvDj9ob87Vp2mgDNh#vDPm{_YwF z@P*NARhwmZx+2eRUv{)PEAN5D_hQfuu$bifRC6hf=?}o9H{CxKEmMcJJquOPU-I94 zVXTAc{2_18%FPQ&a5oKyIDP~>-HVmk&zyBI*`sqR97Y%+wNmngWfW{uNC7^r78;;k?^k$+^jR(Ek@5$WG&$w%2H6&XwO*4#Zd6*tD?Z)!(hO6r3|%%`Av zB7L{&@n&+RKH_|+C(CU1_jME#MzY~z_D{X@8vgzdCeO1|R+aaGKutK_!xo?G^96Qk zuK&(Ft)7`R??UnkCufS=L$odPNK4!t5(5TA4 z?_tqP$e+5|op{CFqQ=YaBRY!;rL{>l@cURk`}}Wk_6zZN0{{A&wYQQg*)zU^**SXo z68|=m>_@TTZqnUut~rIh7GT9}R$a#mkFdxXI%IWeQ4A?h!Y6p*K)PRJ-pV?j)Q|id z^OHAhf>_a;J#L^^o-|Z8-e<;r-iU)pwNVt^=$bptli7=Mx^oMl-^{;c75f2$KZ8qG z>`0ZQiQ>U%92=ysn_;^K%ESF%+Z{}@GbG>lM13{G^WCuO&1aM6;V_Z!Q}T?XNA7-- z8>1f9&T&__4DwmadAFGK7Q5DR-3^Xsm0iB^dn@7LU10xxsvun$$~4n!C|y*gr=fW3|dN(}$p03x|@Odm4*Y#g#lao=opEMS{Fl zJpi{WkR_-ta(!~StubArB;g(6-03uX&+qJ3{fKuBht;J%-wC5jdHb${?>pI7 zl(pnb^;=Pl>dt~6xpzzU$gC;*kk8(avmY3JI;+>`agS>M2&-{8=}db)xmPeu)7V)_3QoocfQte=qh`B|KI+_H1$nifiWuL_J zSok`&ZsN(c$q=h#hgDPKj@C=EbKgX}-R89_7(QBTr~?0F%Sg7j`}O)T-0DJqoHk$6 zHq~{9;Y+^7-AC7>U^Np{?lbFkz@B|(oq;~zq(x^)6r#}>?M7hP0s5LQX5Y&<@(t@7 zDEz7K)T8eU{rgzBkiXA1pJy-RT#@b@o|xSPiHz%c#!Gs>m$xmVYfpSBCDLR?Kvu4P zOV5Mpv=}3v)8m&cI6&O$&G!$$<5$JzFGZcIJa#UO8j4G|!zFsufZPjWNmdshhfjNr zyPgmHNbZ&H>~1#RBc%A2RgQ5VlB!Pww0T+FY2a+~cx~gEsph_2G&|V;ZRp-h{3z!h zAnR~OiflhZGdOed~Sw}KKi-Dx8M61-=s>dt7!1h5{mQ}pjgK|3! z^5kbNe19x>W|2s{hwu(KsAl<@YEydI}TTYw-$>_mGL-urJBp1yl;a0u#I}SnuJ*+JqZu? z7uV0#=Pq%oq3Z@g?P$GCAY)eaXKzzI*G-3PGG1M#O|qd4#jm>fIhtQ(1#NqXwPXAJ z$bA^=w}RAO+;8f5s<3RJX-(tB5)bg`4_&tvJ1WyHd7=7|yPh-mkmGPZa=gg-C$zfY zR8}pYk9FnP<5Adl;>kVC0hiKlh7oIfzBh?%*{?VmrjHwW6#FELY4R(+i6zN}xW-Je znLmw%!li6-1h$RjgVXi!E+zF2^cajuZi|C)usz)?u>0q@ z-PQk>@xsdb$?C1^9eETJ-ZsuMe9r30c+9aptv!VM@Uvp#L{+w`%v+zp@fzab=SKa} z`2*OvBTOFE(>4ssQ;glN90J$u^f-cV_j1L9bU4%RT|B*w|2O02jZj<%!DI^&3KLEJAb=f*HcgGcWOoB0c9nD4w7vqCBlr6NW$CcNf&vIEw`fqsKIQFwSD^Yh6@BI?j zdXeZIt=G|^nHIe;?^6+Gn<&%;{zcr0P0_i_6DPOpnFb`D-$3d7DMD2(5EI+q$4D{wURDsRJ}yurxYnH~5x8jE(4 z`g>95d$_#LV+XKN-azGD*nD=m&lNkwj|WA{@pN2*tNqCH91d<5MQ`K-z5Nx`f7ZiS zM#_%Ze&WDbXnjokAtX)i-?xmDY|`0NnP-Ek)1CMJ$FTWZ=8(-;Qj=^Wc)?i5XNcVu zNReu@t@TsVu~$XY(m4H(zAD0EtX`^OQS#!ami*z)j?<QDMd z*=`1e@@;#(nWn32Ki6~i9`=M_O-H9eWeo=8-OfrHd;zyQ{y!FTQu!|{!+)Sr6B_3p z=xh?~AyZ!?eDByf#{LaEcZ+ZLyBB#=1k3u(dg96#Jav*Nm!06}h_pZWbQ z|37o>J|Ou9676&S0Fsn9(|m(3Z;RdIaeW&+8|XD};h!f} zb7bb7k!*5f6^K~fSguS=0!ZC0!0`aTJm3KH<|9x5k zn#C}FKSw)}?e=`$p(Z~Db%J=m=t=)ucHT>U|22=6*cfT(naYbzE;OZ8* zR}|h)ntR%^V)pht3B%kWJO#&1#+oAjHG}73sQ-tfO$zRHhLa^b>5>&;C06z^@;rQB zfpdR3auB@o9;LKMU)=FL+q>U*`{UMHc774sTZ}eV4<~D#HC0cr#i{zsbK&InX-LLX z@!}B7eu@M)z$KCBM#l!Y_A8ODHuS#3m-EPcfe}){cLfH2jZy7Fqhqz1@Y z*!Ck7=N8~~um0ZRjW=V^lg<>voQL3^=V$A9em{uJ5qCeL^EK>S+WcIH7Qcx$doXM{ z|C(38#TDA_g>x;Q+FGB3MA@pCRU1#Q{(%XH z>ZvPEyn;i$ctbh9xROUVBhdiSXD0imcF{LR$-bpz7JTu=S(H~HB)#yj0Sk=oo{NxqIQ zsbfBvCM8`xik(g~{%Kk@boMU4bMJ8|Ry=_13TG6lttB!?A7hD;thjRS-DLO7>x2t_h z{ocG6d)JX__mZnU z+)|Nrh);jAZA~)X!8a}g3EfxVQ;6`DsFXpjVz@>v0sb!yfkF(i#mg|x~ZWAVq#K=@d zU(RMPldLw)l3n#`@;0Z{V4n63j+SS|+(}F_{&z;0XN>MJ%pKgz?DIX{XBh1U_R0#P zU=sm=A9>YrH! za=Ov;W;c1+lI^r3+>6oYLRWks7UlbNeby@hmzn;a?A$NxlO3PGkg_LkyzRQwF{;Bd z_ZahSk*c#f7Q|PlH=Xr`xb2f;}?^h&3e^6uKy3S&w%U< zJZ(U;a@cuPL8N|GJUEb_9>?d(h)`$q@MISK1N!@$od)uw;b!xOc>0#OT8$5t(Y`s! zTIoBxXR2USL#*g+&Ui#mYgo3UzXp=>33lE@@*Zqmk_T)wM>gRvFOfex@|yCV)L*O2 zBZ`ZPSBf}|#hD6lIL0`+Q(Z)lo~%)t?Pr-uuO-nzq)CR;XZXQJM@o^ssNac+`F@vt z6EBeRRX%VLn+<_@9kLA9W1eni2Hzi!{W0b>NGI$1%_M5%+$`7KEhb-JlnwZ?ht{dN zdy^PB5t2vh`5jth*XSs}>p?7aA|8e8Za=q@q$)i}6x_RxD8T1l96aA>>%`tom{y3a ziAeh!;Zt+NyJT#F=_kRcgqbkAvoA51RCOp85Z5bp2?DxeSdj7e7ioI zx+?jh2a@w@dYr`9lR@z#BW$7H5`K{^b|o+_841ep|8{VFlZS4GKP7VzpS{qN88kA{?d$4(P*V;mO5}* zXZ$u#TTbUXq$|bZ-AL8U9oGpgd#)oNK_cs`Z!y~^U*C%``izgRVv|xl=os3)P13{g zCDjfua5lTY+VPA38MUE!y56~^*fPWa6LEVN+qLpj8iEV`PIZeOBwjG06MIJ-~0Mof~)`VwKaHKghXA9nws97*yB&0n>(ni0Z1j+ zxqQ137QIs7quG^w8Pr$k|58}=heS=hT1lEK92vk?lgQ8%Rx>f|Ry~Y?U@O>6rg7?p zf6iu0=~vXOas-5XiM*q6H_rzvv)zjjtHiq>GRhJ9>#x`4w47#??ewlopRCmU*OimV z5;h({t|smTvr;5E-Ohv3MIyt)yfZ6Si;8nwMdc!F--Vpd^Q+qIQ=F!2@xHP)S*P#` zP2VzBIdWEa?n7rw@Q)X8ud{Y5$TJ-qZ`H$2Ubv0*2GgsQ*wY$r8;tx2c}~W!z3iB^ zdz)!LU&OhCba(0d3`kETWe*6ogLoz5WIy?x&Si&l-by6PXI2-cPDZkCeaH*SKuvLTk7&)Q`i?*Q)?*sVNH<<4?~^BZZLj6>6Kwut!sE&u#S>nC|es(XBk2if&| zzS;9bf49)G2&A*-??AFNCHvFnvtxM3oqRQ!h?3Jb-zVlmsWcQzW{`xU7|b>NR8L*HoF~vvX^QfY*k_jD!*3rv$o*gAvslkVbSaO#3r_%;p%k|Xbb5tNtV6w zCD@?@{#Ag*1~`_bMQYpk#DR<4v*e9OH*?Lu1)hH;3_8K+0FpgV`zPR*T-?1$J4_6( z!$T6EKcibCV;3fUaqOMs{Am10cF%UCO5UkF$I4#(2~hqF=h|XRc9ter%qw7r!f;RiJZ4nk5t&d3};yWat0flA07yJqJ&;5T1q$~5d?5e+%Jm2u2zS?K6 zTl`=FY#Q>l=Zu@&gvrd^-u*=~Z?%AAEn^?%9xYEFKVqq?aXPDJt`k|3?YRqW3zI%M zVJc}~f#!q6nOA-O$*0s8Z0Kj1UT+fvRzhL47Df5;aV)aT&ky97f|+lVvOk{QO`bJI zPNtM{Fd54Sy0GwXVrs_DGp!f2osWabv-2KJ!m9sU@&36ho@T35JgQ9l!u~1^kwRML zx%^&Sz6^pZjdK|G_BHz^&rW^*co{xd;LWw5pSzIP#mKxjyiAmO)9=*xP5#9#Vqn(G zPQa*h#euAVNXD~6jQ2Z>w8iLIBIa*U$digSup6c29=NT5$vhUwPKs)9|G{XlvGjxf zdP7{^DRQjEtxM>)g|u%$AvyX6`o8lnZHn{8tf^eUGI_I*JXy_HG2hJ3BJciq(2oUv zgv%Wmp1Ne&O_q$?Pm4dvX8#T8=d-~=8YbW91qCxxGd`K8q!Yx4zWAK#y-%9`E-tvk zTSV3u;JiuyceC3*=d&mHbb77O>-YNK4a=+`yWZ7*kZY!Msll|=zmI6P922jEVls{m zg6ctf>A;3>L$3_1QoXS!23Do_QW51+XC~0FUBNS^F76`^#N%1edkyBqmFFbc4R$h1-mj+_1@}-#;MvJAs6o0tt~}1@ zxs#fVyI)}Zc0H|yVt=#IA!d!zj*n*J#m4&=PwsVQn^FFS>1=H(LG%wJ+{p4Rc-pb< zHxjr1hR1q{m4*3B7`%lZ54x_Z=oozO;|IGT(pyxkX@ulfNNui1S-!X44m9?1QXdD? zJzrMQ37K3B6<|#Wkca zD&FRP{trGi%9)qlv1b)(8=jE6)?4AY+Bj$7-fr@qt;JRT`j2O~z}9-?z1d8+ornG4 z|1;_Gpm7KAg*=Hm5pEUqG>Q~?gHszjoB91KM6v>J2r2&}!)_RT$Zrlbt9KS*^StO8 z{m;h#SA2R*zXxJmTB_ICQb+bju%J4o4Hoq9_Th{(Zn~|xK#A~9- zJwClg(`#Av9Z{!-dF+1n$gaTT3ahV|;@J9+KKhVluvxCId*)lQ2o}u#KEln zDQy~KU!J9=I>%n97p7b0fw#3>OSY%nEfh6YS&|&Z`cGlin^>`tY{`+A)n<1AL z;ni1u#`2dsqI~Ktp97t{#Eo0U^nrYS1?J?9Pu5IkA3<%r>&7;9FfThb`|v-CF{*g%8gr@%*sT_M<46}hgHKp69bp4e~cd$vm zmF%zWfm(bZKK#K0SF=U~bI)$v_#BtEljja{)xd>Mp?)s(M!_I;hxQY9FM-egu4{l1 zJse#}`VX<@VQsUoI(eab;b|&U)F$_#ymTsA{$QWm>2#S`wwAXY%l|INtR5IJ7@Lx3 z<$t{SJx8+w=U3OHX2`)jHcuh;LHuMqOva(BU7a@@rODb|EYB|6x@Mb!I5HSIr;-0M z?NggM&jrusHMhgJiP_{vOw9VB>@`i*q2!Zk=hGR^_ril_qC~w)q1|?~hEWrQp=6e6%M~8_VH@og4Z4P9+d$6?z+^=w#QOI9E zIJaAre;otrKs9wds?g;kGtTv9lT=9_Pp`g4JsJ+DlCy+9*J5Pu0sn*-#KT?ZE2ZCvBp!lb^EW{r$GSB(0B9ka?WyXlU{`OA6NKfIwX zPq>zRW7xkj#?4`=wXAtA%dEilYs_(<8z+0rYe4gLGVg$CB5A&n+(PRUaBQrrza>NR zSqx;c)_k_TD_V-3tzkPIU-Ha7Pi77_exh3{AJwH{VfsGEZtp;~r4|R^%%!AX>0C9M ze?*$=#l~MmrEh4GI+mkEh|xw!<&v}XxJNGs)8$;Tt|?ExlNFX}yG&1ujD9oZQ@P`P zoam$VQ?#sLwo4Z4wV3fQ-Ohyl2AmvB$BuOVj%S7w|F_@r6_z_4U-G8oG@6bvel30W zg21t^xDewWWR>r*vy8TRQhGktU8ntF(7pr`Ut<1gWI7oGn(*3d{Cmx{C%7)F3o5|m z7(EtYo7n0+{HaRQ$H}`HHlOSFE!u1n8Inu;CHj1Upr+kOb zI`zjPl^Q6wh(1mDWp??dqRvfb_fcf8#zH^22kM9+>#-%zte%6+Bjj7dGb+HZC7qH- zc(-p8)mbhTBXj@sj$UUN{RB9EhIQ{iJypDt`zD#o8j?G+Tn{q+2;F^n-J4{!jGjHG zLtQypH0mfmJZa$yY0-T1pK)E^G16kUb~9%6nf4zsL~ z>Ij28_1T}-KX3e!q2)(bDFWYQl&=e| zPB>D`7`0rP=O!)i;cZrb#i#i=@fLhi2WAFsFBU;&;@6iflilFSn)4Cw`4BS6-t!iG z@*Z&mZ~u^eUx8~gI$h>dW|Xp!s91piW7eu^swKHlpGX>PXAf)$0PK=V4w>PnkzI!Q(kdok-JrdDw+w%XC*4hfAtT zPH@MQ)dH#e`Wn6-rOk47x`hq?#-ZNk`EI8^_IKYy?^OL< zXq4>i%zK*eF#Nm%d~etD1K2s6*L>ujrLGuxHtbS=x-?ynhWUQ{=~nE|eMnz^-U*6} z^z#roTJnc-_?v1g8%cblJC`Qz5>gF&t3F#e@-nF>`a5sqvUlbIdS9=_Hd1uOw`%kp z$0GOnd=@{?I)|)f@50J|Y4rv^P3QBw@T)P6pCi>qoVs1?yVWS~&~krRWF9<)K3OG@ zI)ATevxmmn(~$fW3vp{GmaL}T`y%&bz1|`E)^hz>^!ib+uR`fHZ4RL28a7x-+C$j? zda{Re709{EtouGr-Oj&8z#&=dQ;Rk0KXPY!yIJ5-eA)-&R<6C+yz~%m%rwiF;6XDB zxVYHt{km2iasPNdJPE_BA9x9RZyK!-*;0jQ4}DwF>3Q5M!H=fW^%qDjCUY}Ux}hEy z@Xj&NKZ=IG!R;q;x3jrw7_G7*{8n7Q8rMdN)N}n+SFcymw}va`=;2A&e~ptZAuz`k zEqtEAD@yW&+B~-++qH6kd9^e5xVoR{m%3K@e!B(Rk{h;;-nNS=$&6LfRm1d{_0A8I zzY7j!_glR48S&7{k|mTX4m~h?Ps&P6MZS)QFC#-sp_oUk94d%V|BJeVtc)F4+`_&jRV%i&+q zv1ZV0h1Uy7+=Lvtm+xcLtuQ$2|B-Yj;5t@c8^B8w(MV+;q9_y%iu%jYAgO2|MMNbH zs0@WjnH7?uq7;#$fd(p4Bn^~kpombEl$508`hNHMu5+Dp-uHR;u-3iqwf26WXYaM? z^Ca93hj%j^m?GBZuIpGb?>4_3K>kaV{@SNI#h&a9dRUEo3(kI!jTrcqaCZLL`G*|YcY8XE-Rsjc#e>~?Og4+05m`>%CHQlE zLBBbt_DF4>Z9Ghj$+^FG@a#Xe`Tz{q8^xD+ol{E_1(SDa6Qu6YPh}-8hxlPQxDk(% z@8%E@rW@Ikv$BhpE3#kC=AG{UQ!vf*ldKiaKKDK>(OCIo_11%|r;GYo%hQuS`QCpu z?6dnNxj?=aOaBw?&%~}LX!8n&eIvTuuIw}=KGWJH*2{jmd|OJM+VxsWCiUCc_74)g zXk7SPjOZZ_wkPrX7?G^a2h*ao$oDDVnNG`9*tu8yn8p)MhR1*Kd6o=0Tc)1AcF}H= zezPy42`&xP-@8h^%j5nu3T73_a#5p*9`f|;T2jv9?O8pLGvNE`>2rN0r|D2F{Ejop zMY@kQ*YWMsNVi9wWZip(53j|Jr(u`1thcb<4H%p6+}SfaU%xpa{SH>oO71*i`3%+< zVZdaFW|!>W#(=7@SU~PtS}zIlMVNXC-JZnq#JriflbxRp^?!{rry8FsxOyXtBsU92b3Pl4l8gxckyOwC#!X4vg<59 zI3EN5(oR-(T>$q+SX>0BJJYEF+f^jV;YxjhL8EXjCp0|{w+%ka-IvqEtT`e~Bay1N z-v7k&ezZCRDn)ttwt^^ljhaPBbpXB{BZ7_bx*dz>tdT`#cgf6E6VmJT@h9fgBTZ2Z z%X7%`BFGow*aa}mGt^GTja87$8pQq8KTxds9R^R~O*0nHh`R`8V@1-OGI1(Nn)264 zVpaUI9=<U7=uEke)&0e*#yY3skCd+jrC>J5`bnkLD z^irP{gIIFfe*m?d8~u=I*$4j1ctvncPWLB$gIJkteJ1e)4$_Y|G09Z@;UMF7&YtZ zXAQ|V!=y8*7r}fSJ!|S~x4$j$`*Un~lr}k${4)Of0v+avXK%78ZQ2UNv z$(nPQS`V?_9Fb!iUH0*a2FfI_&P!~U6PQP^NKTrqCRXH0X>ysjRN@ItElrZHY_Jg@ zlfyUn1>QHK`w3q8URT4lv3T+?o^;pR{XQM0)|&<2Tn>QsM0!u*XO*zxC;aJcu3c5c z+DW^A#Gy@O?0{8evG5m?JwwLD?C`hNe}GDPbI1qT?Kf9*QtEQvc9KZdn`Sdecrjk) zUc!yuC&TIIqDxzTJA@sku;XK-9f$?{D>q($t4Z1ilgG3FTsH5dzYocr6Esd?hnjGI zpC@L=-Bf(OP4v3gyY^!0BK6PLYE~oF=3!-6W~|@W^sp3u?L?rbY4s~vDA%iE`^{m~#M*qd_%(uoi|nalRbVhqb#=#R1dEVy5;y&C*|4~_aMk=;KXaj86gk~i*j*3GKFg=CpyB&^Oi za(^M;LYIgKSqm|pmuC$`p6q_D{5QO<8I=37Vlpw*!G=5w&3Sg?jA}JmBYB%cmnUaOI1hpJ1bF<+?>qaSIZ7`WWw-6MY%yOCn~XfOm3q_9 zB-Tx~xy*5L4)ar_>c=kcVdOaY4Z^jY(D#ejUj;%r*FER77bnX=R%@e&!_>IV$k9kY zJ&lv6Kq*=3|6|d|VV1L%@>C@|1|KfKGIduyexlD0XGUxUCF>>UsHdmy5)gz(syLR^ad<&m= zAD)fK`wJG#Vwp9x|HEe``BL)pG@`>oBh7DWED{OsAkTh&%b2yafj}32asu6_XyXf? zj)USibX^VkKg5#cT58Gu`;$03A!cFqR&0I(pA!GJDR~l3{EG#TWAKUe>IswI%$57# zS0P@x6$dYZc}`up!-)9_FSw1>Cc&aKKN+g-P?kLjhI!sr4U$K}@C4qp(e?G@FUB5? z%+oWAuOymh&C~{M9Esznis-*XJ@bX{_1M$@iel^@C3kAIu1_k9MRm#XKFxDi@mf73 zi}DdXY6-7sBDO!S->zP*#@EhdIkNz}dOTrG!OSSLi{7-!4)*0@$Wi?IdThQDYQ1ov zhtEr3$yHFvezJO6oUDx}u&p9%zGr^?3&gwW;UDNcN4lI@yU-}yNqeV3A^AveC1VX- zoW?4L8dqE6z(8Euu4H)#U%)EOjl6kAwh~6kVKBWQI$RFXoDq}!G`rZWJLz&_V`s0k z?&5Hoz98=1L(;SO*n7|)B9eTmpV?5!Q>+dABi_9kr!#k-i$#UVc_aMeFCRl{JEWKPxqS}?I)7p3O!UM*mc3xSG9aQPORn;AB)yY_-1APnmt+X=|ezw7+pH%bUJqi~G>vKG|<+DNS|k7!T?zmhZMDptCMLhVUt*q(;D8*m<+NyJqlNz)#KwZN><8eT+N=dXSLN^>lf)anR8mO>7Dpq zn_Mk)r$_KKEw?O@5f0JiAd9<=?@>JMdXdKBif!vjv&u)LSQFh{G6~zc~p{>4`vf0t} z$!^h{C|eP`jx;Wz^RgpFnR6jI%m_9?pC77ohj!1RWhWjmOxZ&)sxqs05Vs;pUC7+3^{h?o=qD>p z@@?%97>}W4F<2~B<_?ID6dSVFFi|e2a~8peJR!JTyn5BUWwdMHcRoq7&N?w}q!yC> z>JXnM+rmH4x?n8Pr>^u$omudN#0tB-*IJ?VR@WgdSg1eL+g>SRG&IzAqlPg&U z7DE1NTAojW*KoC#Qr(q4lJzfQlg=>8S#f_tD|<&bVPGqLy-)5-`BgEa_~GQ6LFR5S zI7H3tUwcrwjwH|8;3q_k`-~7dzxoB3oz8kWXM7tLcGu1l9z2@Wzc2=uP(F85+R=3$ z9v#cGvtnohZk?^}UJ_-$OEMSa`*il%++fx^oW+h2W2)j*?x$2_qdRz5&Zk+*o(I#c z6>XEL{XeW81dm-JSN1qhP~&=b?_)e{OQyXABVs-5-NWXidB`awJj>_Du*UyLbewB1 zD&2`S7ejD7k1DCpPmQ{ZX#295oYl}fM7q21=N#N?&Tq2!{$M(0T|%B+y~96xu=oQ| zm;w1O^!5eM=s~uJSR|`Gzk}gZEH)SFxhvaQ=|9-32$tUrRyV-fEPQSk>db;p*R8Io1NStIr-ylxh2 zhtvK$x<8@LDwb{ky}@t3IjER!fX5&nihHToi!TCPWC@D-_tN8`6=5& z<^afb#qr-rn!R7c3*z)ww0};2SwTG<+Bf0NC6Fxx?+2l>0ZvyK`Ic(;GQDIc$SX9> zTFXT+yGbtt`Cgu6E;g>bXU^4=<~jW?PYttf_d{h4AnQ-~a*xqJdjz}c@f>YG%>ucP znCF>G{Zt~&AfAy~)MTxkfuqTJm2aybvcgunO@zs*#-U2IPv)Ov=y`!T$3TqAp1q%8 zbhmmP;Zj0Oc-}agr@PH*@VXWk(rOi?hTwXhc+@o(-iBE@JNgu@O%Mn6vi53i4ANS8 znr8GnipAch`&}&h7@Vdko4cYp*C~;;nok;vRJHUnpG0qaKh{V&PlV}$FQwHlBlab4 z-J!;cxn#{6uvN5b1D#|k?xp>PV#<$ZEZ0J&iq8(kmh2Qf93R(_Dkn<*q0LbuP*rw6 zz!;dU9dGiTr@i}`r)LfEFQP!6kxZr6gIZrp{|b<6=-b{Z805tJfy&iqr@Err7I@x9 z+tWz2MP zl)P10}fM4Gmu z(P3g!Rk7!?0<1H~{uh5{X=8&@&GGFUpS;3z&J%fODA~6l#^l@bE}AvL`*tEj_H{jr z``sXNypng)z7t!1%_FCa3eD*7A&q-MtA}yn80^}tZgvo7-BM9jE5mC2F!Kf0ULk%Y zui9&5{!jbY@}r!@{xDxG3X$ypnxjr#cBxK+YV7@*I5>etbMHL+$PXg#$viXP9V*a% zmG>vG=1ZQ{)EIbIA$H>SiMw*LUT+ym=0qg)QkSf zJ-A!XA7RRaTKm^`_TKDq6`Atv?lgw`ZuX1fMJ%7>b zLF{-Qyyns3M{z1ALGF*Q55Q_5t=sU68|j`*-C5WAoY*m)e5=h{vQFbwExiiGtc^ab zz=waLL4WhS_b_^YxYnl2A7p52-Z52MmuR~?OW#WN2Vk_qr`eA_#QfwkGL`msu;~1V zh?do?z3}HW@xQRr$(njL?Oug{Pk83JcfRu%6GxM~vYdJg;C>zcW{2QsB48VMmS)jStWZU?e$srclJTRj$g!0+ z$3eac>t08O#H!x<8i1?WdtP4qhbzAcva5Y^2lkEi+2h`QBbroU_2v9`s~4F= z>^wWC7DMR}+P_iI=TXXRQ}Z1*AK>bZzN3^U!5Cguf;D~-FK^JwIDH=H)iP*xhfsEH zWJT;S$mdMZ@8JDD3%`lgH{xJJoY}!&v*-2>=zgVsE!Q)@uYxg;Xn8R?Te4+#q2+ne zNGRRHe_kN#5-28nY)*{t459Mg=N?2MR;>xI-WZ$Q#BXc4Hf{~q_oWcZnTOxAY}Vkt zU`AJ;|K9+?MrwblmlLq0m8jH=G>70%?uE4yGuyM_ee8XWXgWdZIpjK7e7lhqN5lRB zd@F0L%Bk1M+26*M)sT1#Hciz7K_7mx-@E4j8`thxC^T#SMWZstH3rHg|6f+8$^XQ82_^I zXqcJCauR<5oj=&1JpB9MOrCD%#D_V2a&5~qp`SKobEv!5~Je!4wR)-OrWf~S5nvL~-E=fj<8@u%SGen;teNK94 z3#ALO<}}e|BR{>Bt+H2h4~Y}QKgIAJ#>kx0kuxLbYHcvwpH({h%=?j|5bNBfToH&Z zf@f_^8pobv>60_Nwkto3)|rPU%j|a6X+(zBxUo?5I7&Oo1(BWgA3(1NoSzr7KNd}j z8KJ*b<0dU81KWT6D9;l{^2b}*>=tw3lUaBkR(65ZSie;ZzB8PQlk@eQGmm9$(UU-WhbT$62P5b3+^^{f^@r|~10-2x)z*!w@D=}a;Q>E`sz$uV=( z|5^mjUEx=7^&)u9Q0jj;lgt?FNdBe>n^n7$NSthj8${7_`Q7{cbArBh@ZBkFa51^7 ziKz!0S=U1IY3*-@L^lYP!h<7yvP|sS!lQPa{!X|A>wIW7bmGWgqPdEG|jQoD?}p@25jKr-0^Mm0$T| zP5^JHy{uWen}k=8D?0{qs_Q2rWLrHnBX7 z9=u0s>jw63$$A-clDqswtUn%d`*_wk$o)d9kp*%2OcC-d-&js0|4cnJ5k=v z^xjjQK4!I#(&143Y;b4b4La9@-4wc%(r4Dp%z$Rjm{`ptI;ydR#5qB3teEf!&Lv|` zNlf3(mo}Tr?&S$DU{8IrW*vD;+Lsi4TajWhS%1(=_H-V@o3gg{aQqlT`{bu6qjpYP zI12KkMUL5|d{AVXOY)pJ`m(Y`*)RL*%0Ry`-tP3-(W1m+@?;laPMFN@%$yLD9r6!C zEh}V7vEM!sX`N_u3kmio(N8RPCzP{)HLC{R5x;NJ)=IK{fb-cIxRR%h6!V@jx;`Z` z6%n1wnTr*s>wz%3O1sIymz^BlUG1lZY6WxKYv9Xdd2kcohX$R*So}#(OUgOi+A|^Ru;ZRUuSr=jh3x_lKihLMf!U5ngWlmJm4LX z=r6deR`O#0zd?-2sMvGjw^(o-NuI@*?5atw zx+M^MQJdGoZvf6b0KXorHbbx1&}pl9R0vM@z~~I|F1bs;gnbPjnw_5Q`Pc#|tb)hC z`1(6cN@7dy7v@xe`8c-_5AxKg46i*6K7Z?N67DwOrKO?L1e$xuRug(7v~srJTlCO^ zB*R6k*Tsf*Q2dQmvM23)vOTKLp(4t)r1=XD50fTq=uXu}*8i+#scq!Hn~W<(#H>ge zLBE{sp4}K#aIQM0{wJFDQg;Nl)gswD;%H92tBqaPKx(Kycj|cq$+N3A8N_lA<7YO$ z4f4qja|p!Sz`C*DYxUnq{Lgv1HLD$9BI~)##$tc|Vf>+g6`(IYrq224Cmi!>e z9Fu!D?-h(P(~Yi$wecox^IZN(7Jf+V8PBh?I$=BMGc)=Of2+dr2A(*U^=8r|XKYWT z>7#Vr%R(b)`-qyK8N1gMd|%k0_j5(ie)?~~Bd_6|xnEP9gcY=Uhk0D?CR{I~*4E-) z{##%C-tE(W;l2-B+qw1_{d+;_42Wi3Q`XBbhGRXP$y4_1M9k{0PxX?W8uQh?PMukz zT^sl%2mHmDniYv(@zE1m>tye89_2sS`h%bET|JIoA1U#emgnQ%6v$=e$Vz{=Y5gK> z$y3CW*sKJGmAlp2AgZk==?gUfOX-uv zvVGdg?!WmYe~1jNvGE6+=VGyjsn3wAjS|SB+yiH6Z8m)Yjh1qG9eS1c{qdpk=UlzoPaV(MN$tUr@WIn8J#J&eR zTR~?v44+`pr`4{7JD+M{1c~w;`$5_?Q77}9BYa*C!pm8-7*2hULBE(U?!u}wN&YW8 zPSEooSemE3W3;-4Ohd$wyI3jDBo^TEKbSm`Za1l214cKqOLhqr7tQ{L_*XbSoJ|_y zU!D~X)pILSWOsQD*k&zszIR>-%bIx8U$m;`XFs1#6GyMXus3k^O=D*}mfpt#$BTBe zppjjgBMOkpw}C1mY0l&OvcP*^f_ie5jAq}=5kC^0o`LwS7*$H`8*%sxk^3gxs0o=} ztoyR|OGB_byJy94&P`qqX+a@^*r>W%n&zu#n${aeZ7Aor9A z_?w<`3TIWbfLd@#)Cfwgq4}N&-yJiPN&R9ahT>`~l8k~)Rc!wb7A=ftrz!PNfp5># z^M^D!$Ca~ul8i`sy4KXFS|1k4CziEA6Io{s{*ChYF#V38-A}angl_M;lC#{eW1+U{ zHqw4qKX2jgYg(TneoV#3B{(vK4L=fP2N~hJW9g2r3NvV!sQ;{G$33C7Qb+5)7vkPlwl;7P-UkBmSpm?62+3GbnHlIt|x_tPp0@Qc8zM9Xp z<@x7`1aDx)Z4gNw+}do|5-SFYjOU4L2eatW?3;VQ*%R_K4qhUbysL*%zKawm$;tly zN89Z2`V(ie1N;oWwVb>aVfu-mciHAXd{_jH}o5d)$CSi zfMeTX{5&6Otj_^(%xaWFSv0v3`jEM=S7Qre(h=grV!rl=9*gnTS$e#Vzb(;v6)ndr z^G)`D82>LjZ@}>lFlfq8lFRv1OiaG&tJtO^Pd`Gdxu?B`&;3sB#%5Zr^f}hM(Z-)o zA^j_y4pm~6cF$wsI%I!S-*4dHL}bxKp2(vgfU&T!a&6F}1)`-xdg*f*eLIKZ{b2>*GbX{e*5$7e#R6qvZ=O{YvEk@H|KSkjeo^1 zYxMRXHkX6OIH=vsa}U@5^*FGXoN2KXTVw}DPKhqhBFWdBa{?NZusQ6q2j?y5_Jc#> z)@l0wSl#~S*mbni5VniN`_rNHF?=d%HD|VG1^#HSvx7N%8rspJyjI@BspnwwKHFv$ zcSX@7_f_uF!p~w+;>1;IqtG0w#)UH`|IZ_bu{!FW7JxF|B9cU|SMj%_ z`XgDhyz#Rb z{O@PcuPOWHT&Ef=oBie2kmhCm9!u^A^p$gdJCk)i?90>dW3O@!$O`X&g~Go^i7m$d zk1)BAHp{_eAvE*+F6YKRLG$FPc$zHx;a(rS8%>k)_>f3bS>2p0^E`X)^T`tY&WU8j zaJ;Y9>#CKf!`c5gLHrp(mWibAN4+(mZ#Dczl@GnF~%(`xx=# zP)ttdr62L-1{P=}QvK}PQ&pqcFKX-{YfgN9N(l|EHEdD82SE`@7g)Z zr4U=@?qUt&X4VV5fiYRzsM6A4o*ZvBduQB!l8wNqd@6kjXD?tE6xnuM;}dK!Z#z_*n6RfQMN!j1>D zn>`IJXpwo?d93?3={{l8>e{^&Cf~Emodt-u!r58QzJfE9U9EIa{K-npBYoNw zZhwj;mqRJ}6iBd~8aE?%wWNi_Lh4Ezdbn$kX*qmyZT24uceqJf@2apgny>_*a}bUccr zhl-fj(d{yl9%wYVjIJlKYE}Wvz@U?1_Y`Y(5jk=X{%umU*7`cFw)Rh1I21#+ z(&1yA%H7)U;IR@X@5Z;BGcb@nTZoI_h_1KdSTpsqJ1b9+$I&zUU0y9<_@AQO4YWy~ z)11rvNdW@c8$Jfl%kam!I8YiY$vl4^%Uz`Bdqm&ztWlY!|I>0KW5!hfZxvzB_bzKP zH!GcUBL_e&8K@3n(c5u$k2cTHT3s`mJG4GcOv-AYUr1S+*PaW3cGz(x$&%4x2L@N7 zX-=2B1QT-yIe8+ouCTXwy4Hx2`^8<%G3xvLdy?nA`u-wJOL`}J?gTNW7#3s?^*qST zCBU(dY$(Gla9e=^xdfLnm@f%5SG|cO@|vM|{|ms+QVW$tRa;qldrQ zo87I?ktiogx2JDKy&oZ_tcOh_w!KYDIj7}0hz(Z09xMK$mt*j$Jl+2%qR%ID?v3@w zn{Iy3FJOPpj(DK}wNbPkVI-X?awZ#mp0_@YDaAy}M~#0?uzrToY7fq3Z`}-bu8SvA zaDE(5982n3v1}+k#uwP?0@oIjbSJID_ElP1%pxD)!?7&C#ayPoPi}{P`fSI3RlG05 zThE2q@miV7N=0z=UY~uf*K7Fx7M}eLmb53|r+B*-n|~JNGaKkB!t5xJz8qfe;5o^= zmh2-rTj6m?Ue43Y!RT8o_)0s?;FeK4dG2@VqmJH^%kvhIv>Zf}tNAmLJI~5H8MO}- zPkMH0tL9GkdTrgJoqhCPL(VfWdIt|LDh^e` z{73!G>B1#w^%N^NgXv?Ub0cj&rSwWNcNC+N_j)KUJT4lJAjdleGqj`Be;78^pfthX z>^ASJ&;2p$c4+^^!Z%=4TUah9Y1@MDFzw0GO(aQVnT+Qb<4{eWS5EniIhXLo@%Ye3 zomT9Y{M4niSYPxyLZq7M^<{KO?x^?3lzW89M_d&%wkp}5b${mP1Mu#7T3o?S^+e@7 z`Ff2f4uJbbn2@vNcDb6_?IY0njJ`SfHQCr3L$5y>#^TTzn0-yd$MC2ypKgy)pJQ&G zsds_UOrPdt>;qXldp0&;e|@u)*XdH9mh~X~xmE_zK6{Qj@uNGv`kklbq}47wp%WZV z(|`wFlV04fG}y;86;9N0ISRGoL%Oko;o{Nj*V{_Bi}3 zOz$W644(F!xZc2sI}?s?(DOalD&kzuvCI0GZlZ1OXr2$Z)9_}Ja+T>)*A`WLD5 zj3Vc*zratA@wWp6hSE9tb?#%6uF&2{+v?C-fSGyL^__MP)k~ht?jmiTOYFq`tQnY~ z^xI}UXDFFd-A=->Vr2Oo!X5Qn-1~++B0H6T(?T0s74zyh+{ymgi(L-s5wBut6oL zzoqo^Jf{;MyhdAxX{9ec+mUPw3%w&6jwWw*M}2_BcZyEGX>p-GN5lVncFq0B?58baDe%u~zNP&O{p1(OPN)-=yIjx7 z=y{y-#~VxQ@btxE!liH+q4rMYlhGjOXI#NL+1>mk#FP1;FwdF*gV!MSIy;}By~)Pm z3&pYQF4_Zu`fx~|h`n0R4wFk+Gkfu}(jlj%)}?I|GG~YLM_QUI+T}@BW>tCmnltq} z^3j~aGF|jJO{6%JS2W>4zbKu|H#@z4j4%G6^(XQ1QI@*gm3OhO6dZH6pq*MLVBP;% z|0_OyGUil-ZO*9s1iR-#^Z>SQ$x5~1kbRhEk*EhY+>51W(;z3AzQtR*LgQVns@uUtg z`VJR{!D|Lty77tJ+3F;6Zzz}r-UsECM)92H)rXDq{3WN}6cvr7G54jw#^X9I;`Xt&E2UlAlH*5!|^^j zYZmd8i~0UtU55A_+88q6g)t~Wx6Dub}>?kqkU;NF=)9N^WW`Sqi0fS@3 z>W1t)kd&3Z&irDDc$j?g*TeEy%s&#pY0Cqkwd%?7dPTD@gO*|V(Njz?sN zMDAf^C(Lzv8jYFPOBY(!2>=bM{^ScpOk~6G68D66CQ81`4I+QXO?27yI zc}yk#6F%n|;(O{`2fd*3D$hy=)MsEi69Q9c@e~cSJ3Q;2Ye8Zp-Lr19G59jmdwxAW4jeE(urxs=>Z;rcLdn5UJ^{^o4yw!9=O47=d^gJy}}srj7PlKUG! zvBeVCk{R%REY6ws@8iMu+N>!)JqF?W`Y54?E!e$@l*x-7OV1Fyce3hQ`jo`0RpcD3 z_5Cn-5pEVD&35&^H7~o4{s-wdXU~4hMhC&Nh|y^PpKA@TWaB+RKhv~PR{S~?c5l+5 ztKXGysO+b+cD{kxIKO4Ey&rTQR=$jO|IzP4NY29ft6(~k@0BIT2)%sBN?UO`yRc4% zVC?+0zNA+08MA8RBdBCW+KAN~+WR>DiwEVPy8^`eZyK(GmpG;bWJvW@GOo`p-V<@_ex*-Ltc~uV~c^hnjhJukW$b*!UJ6pZh{z8y)ggJSQ=) zW4Bl;_YO~>e@>Mj;P|$buRDWawly@-z{g7Zma{0b5SX_}Q@$H4kwQKB{pe>e7aGD=m)(B#s~4)^zY z%(>!7&R7|MWyLW0)PmMdR^wjQ$Q{4`@Zk;C%3kG9;h7T~j@S36N;Id%RGK#Qt}go) z!;<7|y;?My#iLt`u5YkORwdQPuxr$Q9Ex8lpVJU>Cv2YB^eD^o7d~~mi1w8=>02NB*)KB zyl=5mSyOx}JMS!zY&DI(BhRt)n4-_W=zl8&hGWkR*8LfpJ0X!ZC!58KeXuQpA<06V z^TDpg(Y|C%wzId$mh~DlS!`v&Sn(FGNiMCgNZtekUeIb;vG^p?tmE|)$#OqW%c`uL zpOzSVh`M*MO%Lq5l5HpQ^S^NJ5q_W9S#7d@OS8FVpOtt(qS0EBV;AXq;LYRO|5W?W z;Lk4TEEeIm@PftKu7g9#5Ii0~^33!+^;<%uydFzq-l6J`;G@gvR2@sgj>7Og#mIA$ zk`J=?g=DzTC;iP4`V^p-^~~q+)bKcQce8P8j%&$anbk8n2dX3ATp(KIT(kOkS`yc< zCdFE|EX6Os*IzZ2GaeR>3%ryCcW;nUeLOcvZ^UTwjLk|}mIUHY?GW7ywM@*gm+ zGYfXYorhRpB;=0L?kXN%MC3b0RM~_9HAU*2DU_W<$^G_}HtvOJGoF2nmXZmsEib!; z?7cDgK-ymfwRP-z8Qp#)?E`8iGk;J!UtDle{D`3GL2 zO%Y!D7+G47Ja-&EGwKh*qB-gnXRQ-iu9%kJcJ*+c`xd|HhxL!JX7WEIH$q1}J;cxI zknU>l7pmEZ-SbUx5neB#jc*v+SVC3YAu5^m*JaS*Hc7~BUm{Z36F=wU|!jh z4^E|5X3D)G-$T3m%!OXpS56XquOQkEq2p7e8e;_R#&3St&qOV~D5f8XU4vj-LSMQ6 z-b<|md^#N(6EHPT+Ul_S75c5iO2tH+pX+CaVdL54$|6tB6D)x=<1^_qNb_ zODs+X-0D0eIZPj8i=3u;D2Xm)*@66XBYfWyC+ll#CT5r8DMeXnley7O?_Z_!QS^!Y z&*0%+y*GqgZ*3>vWio6w)k5~xAts!+bYdq?GcA!10{l*Z;xd%gNai-RC zD&eo{Er#|zq;3iK^XZX$fy?;F;}Fkxuh)Fif;<|NNkQ}FOVh-9xu_M}e`Hy2?|f30_A^PGqC z03N^32Hh}Zx0VtslD)Hvzn2xn%VhX(sh!Vw_M8GeZ}MrfQ8gw}V_tp%@0={2z2|y% zX(T&icE%=;XiIj_n&l@8BKB@W$+WZ<6#a4A=$tbJ=35)|X>U z^1IBz*!Gx7w{|SMmtX+%U4}|n9^hu7Mi;O+5^5fZ< z_7~ZP`6Z8X^xsAuE_~V2fLDH9N-|s+H6K@=P*&qzCCU>$J*< zuCMZ_+?iag#6pZZM6DWXJ&JF?YNa|Uv*KpFk>&;cPf@Fe_K%}|A2@uZ??1J=lcsqZ zpDaID@Y=U|aV0*GyLqP^|ZZE7;*^{+#Tv%W+~qtlrJ4 z?J(jaSnVXoOK>WzPWDF(7&fXim}sSFnbaUv&Quu9(Np$ z2 z7xdX{9Iq{cB}eGfJYov|9HG`A+MLQ8rW7EO8EGe2%)8r=WE1I6mqC1R4KeP2RY@!~zq80R z-rSWm$%;8rA2*QdHeUKHCWgbe`OWv_+;N@gv%_dqPi)v}?BC0#58%)O?Pj;`%_PYQ z&smL-J^q75z#p-w14~rJ-TaKl-|X?rp2?i&c`|f%;`a(IWOu`GK6L^w$^J?4kF_?w<^<}j^?89cKGJudvA4yw7QWxqhUkl|ajN!T(P|gG ztu2~$;0MEv1815;-+~b(3OpnyAQcf?O4GA9ZAKU|*QmRWhvm-pa?Gj>jVshFMVnh_ zKaNCMbAK9n7SiQr-d01Ytf~Bq{tvP8R9=#GK*?8F1rEuaxKb3(+Pb=At_jO!Snxax zbW|eertC2Tn8KdP)OC{9w!>pT98aFYWa68ty__DIbJ#o3a2tQj`t^6Tc`~N#!T0Of zv9Fdt7TF&mcNdW*&tq57IN3t8VkaxyIzVe5YzKIkwf8v(W}EiE(o;>ctSRv1irARF zKL4nDI4qtg-&snP(c|H4*AjY{W7rJZt`$)>k?lxU=xyvfhfO;g8)vcgNdDLbMy;^# zI5O6P%b#NXQ&5>h-{NAxS3apo^Tv9wS-{$>aq30d)7=QgCu^Re71 zn8FXvf>koSJ%<@@uv7)O*DDx(+G6xWY8?;%w%XVR?X1uqP4AaUm%FGZu+-DMYb;xz z0ky(#-UF*wjrZI25^J?&qeAT7$owQ(i1QTd3^EtyspGWsIE-`l@Ne2%$uDNIPVR(F z76%5h*E@WEDJgHk<3eIjFBt9-+jEvsL%sZg??-CwCVq3TGJ|;2h3fRsT2*@WfX8|I z$qu4?H_7hNGD?TVeZBtNH^d|9x|dH66w`8c;KR80GAS3Z&)I5KS8@n$pHI_sls*<) zlC|_rvX)k2EYur_g5N;zDCKV?U3MB*C0BCRp8%WL1#xRL8wBx=#=_-W+4tFT3;e5{L z{)!em$^JiVsml|J8(B`~9fQ=H3gfR}o|8gO!H?uKDuN+@(sDAEv@!x`Uj8@hSAxotnAB49c9^K2CG~v zN{&@-1&;ma)6=p4G_#5ap?8C*RGg(Nc;DZ5!uoL8i?x@s?;`PHh&VckR5kQEm_=9k z9V@!+#|w@XKa$J3Hp_G?h{9V6Sofm-O2MI$8hiNezZj5AGTDPMieEM`qV*C5-@%$2 z*)(@Y_G9lSMTzxzzfl~Tf_1}KvZlzm3AY#0uPw$k($4|BXC~iF4y-vCcab>pwb#$F z$X7U6npHQk{gvX$a#-ceoMh)4MY=Zh*@n|FcvnxC2R<);b?wcid z%GY@D4Qpn_#l1Ln6!|iP?kLJ`WPve8k2|qpqWU-UfNC^P_N}Zbe3n+5Ns*^o2l@Xq zbf&Y$JNTO?i3`M&W?wy7YBFx+6r81eaz36UJJo1hZ)xm11JAqh!6SIZBA!!?9;0z>7sR`0 z;R1a5%)8`uKOMeD>tQgv@2PdUT5b4UcakSt!GpZ!KL`(C)9+o~ z0;A@lYjd`#jfF!+jp1r${Xm||eNoWgALPxQ-eqJy3N|;2g6l|`m7&jz5f>R{cfg{n zDAmxFCj59gu3qT<0DaD2?Q;qud=2mJSFZx8F2U+o$&>5{m7uelR&TKR2HHG~p#w;g zlZbQICtf@k4z<+G*#mX?QcW`dpuI*s?I6q>r2p&{_+5OxpXPV)hAO=C2v$EB}~?_(c;!r+#2Tfd9clS$8|}#K~Fo_@Ge(6(I|P) zla*o;ZoP^<8}zn9f4MjJ1}^41XV4hNUPEx~J39Y=r2L6Tcj4V{!SGy6K8e4*fT@?T zO!giB!Sd^P*2!XNR8jGyeE7jK`2<=K$gfIBaeD5tw5&;9{4 z%bne$XmTI_?Vxr$?c`q6-E_~L)yqirhMu~?D!c6RO=F|09m$dBo%yy_S8MMok?+S@ z%Te4+s@Rr1_hOC!81nWswO|SR6I$r;0>FZuKpMd!rG~XYp zqj>c=R=$Eg`?K>|81}ZvSD3`($gu@>pDLLhu~}(%pmNg-M!F)doXmTYOMAAKDk?q2 z9H;@_<=bCZd>ke6-izm7vsTXP%M*vpXmq(W>KeK3-?7c_w?gl)4j8C&)>L9kuJ^UYd$YTZH!v3H^ z39Ww%%~23|2uEjow}uTeV{EL(EZX+wvz63nPm6y1BKI|tRc9p4hN|C)K7DALGaV-2 z)Wg{ICU!Ky+nfUS5~-3&^;ImW!8bnTsZG6_1gRTYCa1dnjlF~Qnmpy#@$qSF@FAX; zWbfnX`k;t5Os!t}c#2h4Y43Jgo=mTtRQaIsWT=?Y28KoTmOG@oT{(dFt=3vA96ARM zS^s!6IcgP*4g0~nh7mBkB5FbEN{s8N{le-_&}L4GU#P9*c+K~xZ}~zmSX5N@XEw`x z;Yj-AJkx(!x|$gBDPPVS&ORjRrqw%G_eQ#3j(I)xo%1THo1?TN=lu}v!0*nWLuQFH zu)PcX_h9;mq;JHM*?~SwgeW9ZPle8W<;ME0K*A1mYDAhoP;Diae`&l~uFh6EU+5>Z z)@Sf!n5feO-V^!H)%<7ysk47%C~aQA;PXh-+zhO;(QXLlUnd&x{WLm-Amts^6R(=(OP7o-ueX)?uJz|+MR@EISy1ot0gqgR#si<}F5_6kY9WclAPbq|m2N5fZHU>Ux);p>e_pZ!7E%W$WX zIg{=cxGjKYO*mzDes6lb!slKt&~gvihQmE;0-9*|GtuxmGEVc8`%1ZQ{s*l;BEdubi=4TKt%<{N0eB%(wm} z?RFX!CF^d?@5&GIgug0|ouls)uyC*zOXK^+>~Xx2VKZ+&q99Uy&H^2^^b=W&@rh)b zPnNxnaLHLNSqVFV4d>G2V^{aU_({Cjj2Fp#`y~kv#Em!UyZ}#1VpA(vWG&1=Ghtj-hnRvW{ZUc-7lf~l?d2A2$vh!>l%Up#oL&>_BN8iY* z-?`RJj7o--D{0n;h7Z8!csR7gg;QN=faS@<{33t&L|;usvEE|RJXSadsy|>?dy@U7 zUQQJJhrMd^k2bhJ&)+8U}~uyd(DvD&W9iV`WWVTnHEL;&qc*D;bpA;$>GQ9xve0T!=)ErXt8( zeec7C`?YZlU3R#Z)8De!Gc(@gwf_`C6MYYPlJ_ov^53L;50ckuhX40vez|PsdGL~vJS7|4}Bqb5GlWK7h)?E?q-=z zBEf-1g{l0sHO(>;D2X`>yqa$Ixe1%kz{7Ghd=gLZhj+dYTn3kO+4e6wp1^zav?n9S zE*|uRDA%4&SHmys;$GDIJ9?QRZvQ7TT!~eSSSzQcTny#l`!-~E;zV|E4d>@;ygE|b zdFJswc4h~C_8M&92UQ?;n0B-BeJ8y3iq`ue+zWy^%l-^fWN+jiKG=@-Ia%fan3uz? zmfC2j?vqeBlzhi%eY3J#@jmBS<&1$PUgi1O(Q53^zSCLZ2nhY7Y}OlP1Ij z`)$uEW9WE37PfPJ5VW$s%^&lBt7c@^Fe=O1LjtR!orm0cMBBF>$u z_HVE*f(P??Y;i0s2Jgr9vymi4_?T)ET>qG*YCyIsEC1>L zuiDv2s!=r9j7{5Nafld_od+%P{U$o0U4jZ0B;dHWX-4mvncs*N^bbD&K=y zIj6l07B5!t_v%LNWJZ1vL#FF>khnNaiSO9Dt*hH1*9Pu;efB(=FQd~L;&XeN_f>jt zRWs)rG=R)QIGfX`lHl>8J3)uDDa5EIC&#PvO^K-cnJ0oLD-VT`Rlx12+6?w%36yZ7@4` z#LtDq@8bU`(w8=xT!o`kaeW|WeNW%Yu4RA!YjoU2&doe+2W)Tf`OEB+RU%(w`d}kT zRn}h%?IPNLf|RXDw!acnS@{}XbR2X`z_=Z z(_Y_s_MdaaJ7H5T%*ZLnSF4?qQYvH9FfsT!(PSR&52M{a?fi}zjYxeu?oGph^GKUD z%-8dyaRqbz^XSu=Cduq@oBzuonymSEKr!d`&SvN8dVd=pmuNG)&c+q6ex<0h0^c6R zq~YqHihs!toA2L!yt^J|S8Kfjer9(365eIDpG@alc|ex}=3UM6lGUj=fBb``KXiQ` zWJ-y(?;5q&V!#QkossEE7R)I$#}|CB$ZRG#cus=sD;QIfJtwk2Gx6>>zumNaJdSKs zW~bQqxwwC|=#tnwfQ7S*E^9?9vQlz2&0&M)1*7;#G9D=2Eac^DA(dId{rLSH{v`is za>tzy)ttGu9-db#S%b$N!qPcqJI~{ z7|CimWo`~RXY!V;o1N-+9Nm+nc&PYTxM18pkNh*tDoW{XI(wD%v)IhwFo+$b_H@=i zn>IPOGpDgPqO(W5)Nbi}Ca75-N=nWpEjpq^6%Pb1$sc(9fv$!DDXU$2s&2(+_vxhzSt zN<1sC>OwA=1vkPfGIk_MA@LyD1G2lKh^TP2?*yG#>s~)O|Mga$b_yNeEf{ge>pQc% zL;1!*dTqcn2Z&fFvHjIN`g+(NK*Nek{eQmW^Jtj!%}24x;l5eru6++}9Z9M)N%DYb zv7AkA#*uevP(!^uyRB`3+Xy4v}i4Xytk`uO$!Vn@Tiw{R&ay4KnnHay|Zh6Fy9# zT_Z?0qThb3^ORagV{_JcO=G>+p_`1b>uB%@?!Lvck1FvHFYgJLmKb!I*mphKJ|be& zRQfl*IDwvr@S?SBlKr;DM8Vr2*q!aB!Kx}&RDi;Anom$GaqVEeKdkREtoNYLP7-lm zhFWKqNT#v{d_Ujr%jkE1{6A9PvmvvXe+o6tWofWz@A(C&%AJFb8y}h7BawgVP>P0POUt#iPmnn$Ji+yr7c5NV0^4IUj zUoNEW7bM+Dk67_TUYxsVqx4Woq*gPpk@VHBw9>TD&PDr@Ov*^jx_@09&XO; zElQUW`q-n!rTlR|uYb?=2b3(yd!B{nxwze#W~KD=mQgHs#|Dz(7!OEm^*0tH1gAXx428@uTtK2l9{L zPiJA-XQEv)L=0!o=`6Vg=L_M%OVG$2;Mp+FD$LxYPbT*>MB6W6x`j_?_fK=oT!u|K zvF8I)mm_BlZC^=?LVm~Uu`PzKGw1vX7m^FNSI$w{<&G}V* zwZ`(Zsw7F)q|8K*!t)g{n4^bXcwbDcZi1WbMV&kkxPdj3o35IXJ^RI1LF7o$wF)+D zg-a!^USgc6M4Gl<6~($AwXh1;UKS~<(rd1(ZT0-Cn&;t3NsMd_?;;Q=0fPxfq4fot zPVv4hpSuy3$)Wq1UZ<)#8k4FUm%ErzcH*-Yw6dQOq&bd^s=5Y=Upe$ zP8Ht)T4?19lI7b$XP8a$zY9CukLf){g6wqsn%A8!*7POOiK6Ybq%O;o&L(wJr8E9s z>E|l4m&Moekpk3KBGeR)07b#=ESl`vwz}1+9S+FZz6exy8G*I~~edDNz=V#UT3^J$9+R zj}PU^>?}RzY3zUcI0E--(7uV7IZo`%^PDSiz6P(n6gtyg8;{LDk-egb^tf2ItRTMU zj&m2>zk*lxqFZ)q4rj~Ud75Xu?u>y?;!b97eZOlU@>fNSHC*CuMZ#<>{`ykU96W%rA=49);c;`+!v{T}7OsoURHCoG) z)jdAl%4@gr!TuudZ{(Xp|NHrFPrS-m&p8d~dwjlCn>n%iY8+b#ou^5g{0kZJUUubc zt?$N#p>%I50^CN{0U}K~@0w#$_Uesv<X+7q}t4;vf7cPzhqj&EMe7GwGA#VmO| zYYoBJu0EfIMf2&BlO}Q>DQluz;&d^ryB_a)k#v~8`;)yBG_vyNI(FJXx7>;D&QjB% zzK>=(X|SaK-LWa2^P#!LAbQMZ#R2TGmu<6qE^7jEl4uWXe2*t2XVXDY%I=7xp!zw9 z-r}3b>tjC%<-~+zSt!o}lK+1vG-i@w8sFONlUqogvo=p;@59B|Pq4lNJicSIC+L`` zh}D&QN#Di&ZiQRUwRj&M&DA`Mtrn5_Vq?K3+_{ZT8|ayxfXCw72{iA_HYH$^T!kaZ z)B+|Wu;G0uZ(@c0+5HPY**$#^#82QCzu{D#-wt5w@5PuFcyfhSuQ3D3v%SNW97dNb zyqctJd+1E{{|V#mCj}PBJ*FLG8^^Dn@L5h}_yG^D~W|yBem?LP{>sYBJepcH2sX8cB+tB+N%Qw6jO>AJ?;+xq~|E z*}5W6OHP4ba5>Kc9))0c-oF+iqqOsic}Y>SR>Z%T%^Z5*Xim}i!*3t$+@R!cuX4wx zqn2OgnN7*xll&W@dok7|E9V&P>|pDU%%WDY@oRMM;N1@XG+%2U83XIl>=^Ts2efyD z8Qu`Hzn3uTK}b}<=V?l{fzNg$!BFEwPBb4$j~B^#A5Q$^^RM|=Prh^vsdi)5og}K@ zd+Nbhx=bv&j;{0cll_q|vgmBB4}eh4AO4f3AHc60d}p)l5M?e`>OVHiGvXukaxv6; zh}Jz=^C7lWs;jZ5kDnj4xR^vE*)J!QB=5qR_=KT~28HLT@!`Jswgs>08lf2h#j_^1Tnm|G8QSE7}o)E7#>ek*_Ej40!lkYl zy^!7&VZ6a8o4HuNvu{;)DETiWT@zgC<);lP|H93j=-x{GWF`0&Mwb_Gc#>Cr`AlD| zOzw%SX^d|lNV5vsAI?5`W**&66#H`);w3En6w4)h`!uzxLgz19pMt%~O8&Y!H<4$Q zc>arCvUW9ha<<~a6ug|R{LL)A#i#G=Ja?vmU?Iu@66zTKlD&Q(xJcBJf58HQ<*?FnqpS+O~zewjY1__QJ& z=RqR#;-x(3X6(&VunwZr-8j~hjq_CfA7j>du`FyZOyjI$`&)$1I_hO?nM^jN^|Jsr z_1NQAzqwr&dS$%ndN(p_|(BubR#DTzBd zr{*00H)H!}BFn$(E~n*T+P(lk@+58oe$8dgV!Y>i*sR5&n~lW1>G~P$9)ffopN$v6 zlHY6$^lP!+Jes~lk4liF5lMq6B}Ae@A!7=WC=x0~QdCkZrD#$V zX&@vdg(Nf@Dnh!x-+jKz<(%`r&wln^>t6R-`x*9L>sV}0KAW;EbU9x2(0^yhA7``| zAb1l5?x$NFqkT%Y)cIcM+-|h3slQ}g{ucknkh~~=IT|O%z`h@u&-UGP7V5^jMGNMh ziEyc-bzRo`!#E|#-kcqlvr8&rr6T$b(B8$T8e#t$pS~>c@B?sVwthE}@H3KJ2=k5f zNY=i7B6>SKImP(dHC~HcsmZaD|2-;FzvSGrjdd;*TS6yU6DzRX>o}Es_P-eIdGYHC ze_cz0>Bio!zlU9ywb$EWEZNjtm3>0@iP??#KxLRth2?zT_2IL*qH6Ele#Xh0%G&zQ z_4!hkT?6fj@XwBnE&AD^w^cZBD>R<-ZDIUA+2?)6uK>^OSksL>sabfO-{ZB*Dw2Qk z`wH53fa!ESWv}r$IQBaI2Ew=_`&=d#-Y)jN=d2HT!DSGxRA7sv#jh^>{c`xOW!2`i zE5=&;aPUQ5-w0ZHp7J!NzYn`SQM}x^19(|><}@;H3&`)H^JJe>Ir3(sZ=?HKD2))Q ziWy_Mf6riaazL&#)@-)!0>SL2DF?GhcwRY(Cj(|77!M@xX|Tw9%a6%a7~96PSF#y@ z;`~=(u>^i6i5Yi7JUJ5@(X4R69sDVd+`_`Y>+56lVAfqU5NC>FLf%5P@;eo%4#)ni zg}w)B!$><=&wpW2GA89p?I(P^lJ9?EoMhpzZ=~*+oT??gSZoiS*25y#%vnX8454qC zr5?kMRw7wR_P<9g8bRJ5-hupYvU?d!%zomUm@rq&J&R9u$Fj#njDuJ|zLPbO@8aRZ zzE2ghQ~6%{%@d~T5R7N=U)&^tpmjC8JjuBa`LsbV$#1mY@z`)Tl&iyYGHgF$sfXcJ4L&#f zee-WLU_?ahsS^1I71BtVTVek;Wl_l?EtU8UJcbSRWi#T`T z!Z6q#WbE*;o3=+l_a=XB)9(ZrPSRHmyzWJYyf5s6d0CD0hFF^lSE+gS5-a}1;v>kK zm2Cg;@$9CrL-WdXP35_)Fw9fEHMA;aKI+2)BOp>A&$B`_bKW6(d!5&wXs*i}?W~Ad z1E16~nFX)Mjh*}ScS+r@Ag=wVk4^qMlRwSEv8?#YU0gD1w4nVmqd&*y6Z!c8q`3~4 zk}Kp;y{68}?LN=)`#rqO6X12&nUzz28ht8HEe*fCVNPC{6ELPe3{E4}B%HsPrh`ed zPrU9y=bo?&7Rf&SZNc0z-qBQLe}QMb$_lmk!+2QMz~Qf0t-RxjsL7_^3u~@0dNqEr ziOjRH^(kkxG*dpq?~fB}^X6!#-un8y2>!p*bsm&znm>}IG zva>X6m~MgkgEY#jk%QSWRV;f2WdN^4Lsct($q|WWVb;-dKwt z9Lc@ITs-{+yXu)uUUywF&lpX}-I#4wkhzO*vx`0V)@QNDk;bdw=UaR`dEzUxcn3$S ziNc@I_D0@1+WA=tvI0jZ(KPvGM$ob=jQ?S$+AR4rF0?T61Sq_Rhii>BoP60=Rt2&v zp?Vs;Mij)Z|KV{m@vqi0>#0|=%v>^`Xylvd_Y$jR{;VMO{-^Kc$m>Xt!kNVMk@j3HfEL5qtIAU4Hl^Vw+~><{Ld z*~Oe|!py;`++^3Ee~j3*o8J|1={ zZO&)$d16lLUbZo7Cg*cS_*~@NarpJ4krv_QQ!sC(pV#^56WBB#$CkkUN*?tl{8Ll( za92xr=%qUboghA*$1;;S*ez=ik&JLi)irxoU_9HZ=-aE;dGJkT(Tr*>*ZR_!{sp~Z_lb(!o`3v6$5cd5p7>f%3Malc z;xl}pznP;1%hZL;edf$-uqL%EuVB;LX>h#$U!mO_kk1OW!)bJtbCU5e`S<$ssG~7y zgl{(U*NWu+Mf`Xc&jzzjGct9C?l1V43h&8U`nA@nI9kY&tgC#D2j$JjskHfy?Xq9$ zeG#yke>E`o8aNiB&57_|O|ogenE{!{*kFUGkUEBW&-SbHc45LBJ|94q$!3Q<6JAP# z33^V2>8$R%2PXeGGkXZ<)2|_oNHOAED3h zJai9qI{E7YEJ@bmiyZ$8niciB7Q#y)G0kWP!uLMhorpuf(|o8_c^h;UG|zC2F@fBB z>67<8->}?aaLbCZynAa)(sjlkz@ELxJV-n%$v&sUs6Po`@H2Y>He*;NGf*FKroS;S z!KFgHVl(D1aO_QZzeR$FoZa48MM*Y|W|PR(7Wa~kdIZZ4!S^mA!${iY$=sbj_u&@{ z*k}st)PP|!mJi_r9~z|sKYfqn&qA=CS)hVG?-wbz@}bFMQ8RrV>Fk&F)|6f5^2h$< zX;3g14QI0%EdK^=vitN)wmVRp_Ika*7+GU=ut@#_UZ3si;Vu!bC)?&d)t#924KAJS z%6h%63^pITMs0~<_d$0A#!ZD!Qwa4J zNB<(zM!nb7sszb6Um(vn&Q8tpWK$g_mLywBvV$yiCz;)#&q2I{=r#iqGn}!% zNc4n}58$bVjPp1N#=)p4UrKiUiI7W#UPGsud~gZPPA!O2bw$(PSUR;UIu=CDyrEf4 zhg*44o)~UspQC7a79N+Q`9WAQ#W+JaQg<7H}v<*Dse7}tO%Yw*&`oWckMus3wAavW zpSBIiaWp-4XrJ0A$*}b(EY^r_HE8kxWS3*ZaD9x2;z+1h)Z3kYuHu#1ANmcC`HYuL z6zdKp>qxykZoHv9u&mFig_1Sl?`YG;I4A1AGzP!Tb|ta3ncwg8imWcl%CJ9a_#llx zQ?n?&P9BFXLe zG7p|3p*F@m^A-&rhg>}p+$joA;JNJ}GmclC$!3ehr^n5O{l(MyxLlPisdZTd=6~}3 z??v~`TGfVs9cU$2;F);;0UeqeVK7_lulFyZmK76Sp_7UR$FuN(WO*$;nQF${p zm&B=F^9;^cH^R#zUl9x_#p=nNFrP=|ed`2PJl`z1(D}3VSc0{BV`(KA-YH^V?Z_+U zm|w(_?)-JUBm1Dx9qN~UpC2w;w(4UMsyRdr{-^iZU9lRp@ zXMf^pGeolGwEjZ$`VWs%9sW@B&kM%SuBSYqyNK?Gk@`?bX7|)e=iLFxw`tJXvDAqg zi3LxwZ*iK zJ+bFt5q1Kpi_m;6ZEk}~-g2HSM)cOhtv>Ch>la!j_sM#3`F@g4z`mWl_zYN7qEA+z zO%RQGiB|QE{t+CzvD!!sI!}CmNsP%evr9WA?4R71A+k4{Cd{`!j;h&;hR!baB zn*U+v5(qA4#r5!e&`2-qVIkyF8Dl4eQ>i4`Wg4>ZARbV|XxCusKBJU_<*nl87tYRI zW^o+aMc*P2%^Syoc)YVfhfm@5I_{hRliOJGFt+Vtyt^^+Epuh+>uw|C8h9&VkNvQsJ_$?V(lh+E1pRB#sVCHn!Qnl+c7)oW1)h^N zl=ZYs=8yq+RMe<-S*1DNj1VW9_@<1j$_4swhY6+pE|2}I;jquF^@bVzZ+b1!+vj-G zkS9&&ebq4HL6{uF6H4Rwi)25?(N$!g0hK-^xWSdhAn4|Jo))LJcu_~UL-HnV-)ECl ziB5Kf2H02G8C&Qw0WU6b{x~>%!}6yYFBMmJX_4#<#l)CVqWSrxEQFE&|9mV@_^+kw z$GEhd4q1)ATF=QtS&zla@u7We^#&#;56M&`v?1x&Wa&fBw*J~ew})}RJ{#sLqY+-; zs{hoeOiiD$j$c5&yr2Bu$jQRDA5VVGS^q$H9PT6n ztn(pB`#5V390$|A39d}zn`e<@Jvlr0JyN?f9M8SSx`IfQdc5`FbPP|v0itDKai-pP z8SeysyAbx7(cbj)D}K9#{f^daX2@-P{76W*z_nk+z2t3r4^Q8QWC`*e>rUY+eA>#& zx05BlkX%>QS!t~+g^{@Oi1RLInMciG8$_i^j@}_w4}{#??6#9W=aZ)h#E)g^WWu-= zroZ9)PIj2@YGjzmG0N|)__ea&>Z6Z{GRVluZIpFJlUO`^u)c6s^4uQI<~{N21raUT z!;{Y@YZo6AmnMjJO~vNg>^s`Xt6Ao5pD%HCRXS9MW-F{oW{+1L`xpbB<{u0Eb+PM! zqaZwqrm20`3TggGjC(>DWs{*vZ-;Gs?N*F@x8dU9ZPe)IG7z<^QdG2 z`ioA?KnC;BY`YR(+p5@voPpr@LGtYUGA+e?r_UCB> zpjH%z3X`=~!E86c(P3i3MmSC;$!)I4&L+iC#?SkTDUK{H#=iQ?45(93&* z6GXx1*?2jIWj|$E<9&d+H@MPj27`Y1HA!?&)sy7XI~78o(W#x8Be@bD5~;o}7%9&( z$FlLmTI}Zv_72DIWAUsy8p8f9^_l%@S#O>UILVxJnch~M%!n~9^E_btZGowDmJ5rCnC$3z`<1eLgKYHE+$0?3Ik{IbZB>Sw8Hk~hzd`F?VLy(L;S z*LPtO49CCo*)6$A2D|Pk4b9*EE@p&seCq@r_pLr&H0nT{*yeuVO4iH0{)hV8gI(L` za|2XoL9Rarz6{IcUj4<0HE}HWG+TMvJhDD7QnV7u7W1=DX#71MW}W@He5-}A>q6^U z2;NSQ?_l*cT6*%{=^8rrYe zJ2geKv-lC#=mf3Pj6WM6N*m!Wa^y;>hiipXur2SmvqLqj#cPU=?ajb<6kK&R^4G1< zm=41$_52T?f15RueSWOSU)NddSoUcs{w>~Ya=eAMUz^M8N;*RtFuXQry+D+QX3 zgzH`&AO8Jd^kZRvD8Jk#3O+~bG7wq_(|6eAalc=t@mYA@TpZkotEnd6m%q)xl6hqL z4%5f6ZbLmD0jp%r{(vLO zc)e)cUJU$?)O$sitRP=1I(;qT<@wApB)ouLQ^kOf#EG$fZ#9psglzJ3{%D-kyou#9 z|JQVGN&fMbtC{7r`W&YpGaIIY*C^-S;+*SXv5TMeWbvV5)Gje5b<5t9~MdGsNA>cIk8|1;FTN6bwdaW5;acEUB!hV~OV?i4>x zB;CE{*%>6S@63}~q7#&#;!iixCD)1bpf=St!e^Ma1*^{>Ve;UwBHI*w#D003n{^JU z%i58Kd)cr7x&C(aJ3UszwP_fZHEgNcQP)U4%p?ckY*!X2M#?Q@d{93lY2BJ;S=TY& zdA*FD_*jOHOGTr9A<>F7dqn3{;M;2CtQq|WerNitG~RR(J6dV^t$tEty(51=hE!c} zU;zH*x#}b0YO*jcq*3zR%_Ysf5cwK=9;8WD&Hd%)+r~(~hM{-*f34J6y+?9rFK zx{Fw?$(PlZZ<25j9Jc7?V0cY;_8sheKl^Sl*QRwN9(_OLCTsa3RIY|bYARpnoJwrp z2EVVym4PhuYr%{%l;=H^%nK2NuMH!+d)*+jlb05A}EQR{Sj|P2Fhw{b^q$}pUflxl175b9k8+JU9ch>XQt>Rl&jV15kMwZ*j*U!YZW@N~^)$D}0 z7aQ}Op$lF`7#owR_aXSWku0L2y`AGKK?e9t^*CaoQ8TEa$k9XY+*IBG_ zEi7mAl6&;GkX>5&*IjhT{@*+YdsP2f9XMBPZ-YU3zA+Y`TGQ|**W#%jw?E`MK=Vje zy21aiXqr#OVP1~ZMcL{>{CJWrc0p|e8(+x}2a6`j2Xi@Iq)yyQ5u+ZRzh|Wh_;oDw z#`F4A>bwnuFW`YK>9`oaZ}YxhFqr~{raUWIes)4Wl_-*Tw^_kpcWTL$cN*D}A8wmbbIq0Yz|YdM4llW% z&lUG=o(OJa#kIU)pew)R`0mKdhC|_E9Q{%>dXV*!pD#1V3UOvD*^=MrFScLGo|TN# zj)h8!vZ>y3Gc9UkZe{(QhYf2WJO!(Yh=h0G#b@+89y6YRY^v|pp;=?tzeVF`q4GP4 z2ViMod^{GH%HnQv8vLZ)wX{fXox9+29NexHQ=SyFE-*9X9&@o6b}qbr;%z-3o;B*p z6_R(jqy2Rvo%8;36t6#6EJ&W43-oXZyY}L7!$>{`p6hY(0SwApk|r!Wf%Y9-Q&b~q zSy!R$_1&NKTH??gf8`DMc4M6d&08^cFV0VPce0ALN;&H!tk~^m);nCqPO~919+&gJ zv%ArIl4C9AABuC!p*Y`|)#;I|peIH5@AZ`IkdsB7kh%`O?vr;pPh^mBVn+bbr#dKC>ip$Y8-w&PS)hp zc-{CdoIS{l6fCn7;%8W0i+lCSv=x`Gr&UGl`+z*fS?@RJ<{9mYIM_jKUaRLzjr3~4 z71$e?m$fyQ={2iAYKscVFjI&A>qUjs1ULqs*~dPYU3-vq29LZ2-;z^2&t9@WER`~9IBTap!^h;%qo!JK-x6GmxtMLnz*06YBODjR&`c=x@C7r5fYCu=0efoDY#X4 zw5}_xo$yV5@^?wp20nTJwhLO{xsEBv=bG_~x3S?}C?%WCy|B&-s%xRwTDvKVllh=YCD`xf737MS4tFUZta56LRh2Kcq|dsycU9`c9z;8xe>L-0LSh%cr8P;HV8`F3b5VS^3Wxa^I)Ru+o zlJiqmY6-QIaU}1aQwRJ3)|`xqsa9W2tZ5I&s+fBXHkTBmk94#Oq{fOaZ<8R;G{+an zlzbL@3$B^oCe_6v#|S8TN>v$ztwLv>ieAbIpAZVc)g%i>D5Scj~SU zglpE;zlnRNLu7~RlHjw{=nsj{iPh7beH;&O4v$vsbELm^Vdp9QEIDHyB1Kyso%`bt zS>qW0lNaD}tj+%1xq9m)x}V0HwlPcCXBO(q^(}JnFGf{`BUxM z6wIX?jei{UkHwX3=B_8neR2WEQm=R>?jNG(Z^hxyMcrhG9tg`kF-%6r4#v)N@MI}^ zl1|x&@g@oGf!0>c?M1`tP^iu0r}6OkVGUzHM}vj*x`XbgiiR_^?@Qks^)iW-e)6d| z3tw8`$%)O$>~samUgA;Pp>{JwZ)Bm{c>OS}89|a8dHgsn2C(BJ#>%~8c5!^qBPOx% z*|;*7<#*Azxz3%F?$NKQZRKV_SbU-^VW}0InS{?T{@IEpGCtJI59`7CiKeF zv=K1QwdA`nTf&<*(DNV>H9OYI8}V)ao^`GFVb*v0pAVO0q|9oaM2f$7$sAfY#l!(D z-B_y&oR_Dv+x^aNqRwp7TFVMXnQ7E9ymUL?8KS3$aqfTkQ3TTS=>)NBHUAhcn!(7VsdH=?jvhq+)f?yv-#)?;^mM0 z^Kfx2)d#-U!)KWOyS`pyom8hy~WdHr#%D@X7i69;QlLSZ1d@7dZrfBUU=2>*SYNQ9J!ChyWena z1AesNZF!$NLiBh6z5h!0GyCQbCy z!`{MPd867HLwXlny*$qQdO~diE8IwmnXa^-;BST5bc{HD9ZS_Bb?RN$!>81Bzs^V_ zq472Ov-+$t`OoDUyWrlF%+Ek;CKg`cYV3Gp4-#QdX5-)a*<$_n!Lfhzn;e`&oYxqe zSCD(BzuMrHuhZKclKlqF!)Se;PpRfx8E!B8G|RuO;zt8fG;h`~ z;8}G@GsD^cqhUqkb%JklPA79gYf&Yc9WR7kp4h!Xwmf}o2al|DoTB%V{{Bzv=kdJ? zY);cERUxK});s-g?5|{L$y>*&{INHGDFv@&0;sE(tU3D~2mURHLk%!C6|?ta&F@8o zt~|fEv9l*Hb(kJ4n9Xj&^{n%HMhr*>>Q&A-ncVT1hxp~a+J7ky6~gG_NclG3?dO|$ z*f!rB^Mv!V185_wBpc&x_|_HTxt1JCyImsF3v@b=^`2*o{%qfxADqnFQ=Rx%qa-(Z zp0WQyqeVDyA%9uQi+&^jUaYGp%Kd~DeQ+yJjOVdJ>Z?`2_U!0olYAUA|Y#bH}Yzo{|tE{{2vUNy+E+1d9w>s7k+HeMYVT?OMqo%ba_ ze*kYv@xc3i-&r(mEIO>dcfAfvyoP zsn_=eD`c7P^L&Hl&#JkDWj$C7DIs{W27dg$_>+3s^v~{#>4d9#3$yFr?4X(&3TWD@Sp4XP$<026LLSY4Mz&m@EUzBgimU5 ztR!7;XngM6tmFLx;)g-_CziYvLuwc!yMFQp^;)?1pwVDwzrzD+!fYw|lAE>?eGkUG z=Y6`z9GZD&HWaoP<3miz6M~8~uFuzp8oLwb)raEmj$TXWM+cq;Ejg~cdJ;`yWD3ZD|r;=kYEPfzCsukr;z@0|D%IEATxQVsvu+|&CZAqU> z+8iK4T!M+m(f6Z*S!*HhKOR5Uk^e`}JUX!6Wvq4-WQURJAwRz&;rG~+43gjQtiM?9 zXjX5p&r4b4FW)D>LSJ@iBr2a(|hk^Ldk{{p?)m{Od6uVcz0ef;f=w%U!y#l<8@z2Dm) zK8P$wvRhlsO~s)+H~E3h&J?e5HNJdY=##WJ(tn!E%JZor~f@Om^KD@(py8I9#HM~R$0Fs%d&{m72l z-}M{6%Sw_bNO3SZd-<2=XZMlq9qpItdn26s;#F!+4<^wFqvy#-C3c-olc)53fu8c@ zD87;`%xxgo0}m$BIx96!rf)AYcN9bSIQMs6dbar4nf*?|psu_vc~G8(LOED&c5Iug zk`L+iJsjsl;9}?Af=#L4SJrpM*}DyWU(m|_46^K zp9zJ;_;GY!K!T=ZPNk#NcWZ)MB}I~Y?EWzQj$!?yjh$TWsmd@~+#bP~7CWA6=_-29 zTm7eb;sC!>#bUJY_VI=*_+TIHPc`41?nr;~mtmV!c}Z2%rV#AI$FqXqF&GRiuuKDN z|Jhm1u_!C02a@PWNZkja_weOHJRbyyfjFK#{@=jAj5hJ=U0U?k+sAsF%FaY%H?d7ET_d>xuuTRH8{Ra?7!c6c|Vdhcy;LbiqCgI~%=9AK6nisvAU-ODT6t zGtJxIkfD|lj^Ke8vO=CT)PdPP@=xT~mykR=)Nf6kR(#_h-cbxc9wd2J-+XJN3b=i|v#UV$Wj%Ey?`GaHil0}- z!L_h@f&Sm}n%wga;rIRgT!hvCYB!xFo9nGNOT0$j_r;yTIK7&6=0LT#RyXmt#F}x? zO6Aw8j-Q5af8tJ6I=`d!B`n<#H?x}ogJc`l$r^^N%zlkeZ>G;C9+f?3WyG3fyZqU# z+Zprf!KpW_i(q$2_NxGsX8yVwvXAiRtdA**?~UPG$sD@`Qa_Wi8J+ivD`m*EnH{^c zTh>?45Yx8P^KTrOfQPA=@g!L;q}8aJow(-7#(ZZC;2hvHav zbM8-${Y2ky#p?}ZJp~WXz@5eP`HgM1vu~<29KouWvBe+QdY9gFmvFD%U-WHH8XV%^ zHoDyIjHbRx7NhUP!hsOp&(9CBH}5zeHfQ9XExE;av(tE^)Mlp+`W(RidB*V;8?VQj zYekx5(eDR|b8vJuuUl-C?B}m$c29od)GpnlzXw<)IenVp!DH}Ufi3gdC^@`O#^#~M zPrdW~cxrpUOY!}dFi1Aa{d{vZJC|j>ulybZ;}P`D>hke=$o`Q(wP~oI)NJkQ+!J8c zUc~NV#EHDFqZpG~Tt7Sa8}iR}>) z0s?u9@P)Da^UAv7+VRf0Qp8I2j8v;>t^HfL)tKcf!M?26Uy>ipAVm*I-p$&(oKqDd zxn_Hll#3yeE6HShIS!&{z-T_M&*a^IL!b|@N{rY~A3qv1`GAVz+rgy11YR%E?=x1b zjB}${H}35&9)elVW=h8w5iO`CSI@!IknLXFx=5XHj9BvhNt<_a8oyoA>{P8ahOTg`y2HPx?Ya6b4WUmrGCTI zS84kPPfT{!o8UT$pH=m{uDJi4k*>giH}HL+=vf|jFC_VAur9+MA7k1kSl_6RHF_+J z(~I#U`|>M`a0}>vu6Wv)oi8_5c{-eAwyNXrPxSSt{tw6F2lz#5GE6plY2SUWpa0-{ znAVeEc_80ORjIr)FG9MbM6ycG&ziP>@h+8#O0&~9tdqHNIEm}xQPz~jlXCBRs&9+) zhXwR{w_whC8j>~Gs06FD&}Tn(Oy1_tMU~pDS_Im;emwzBjalkAzT2O+dq_H3|A&#{ zIdl9#-*2XK1GC03p0rZy>a^~x#bn;|yY{J|l(~N|4So_s?-0ShCr2+DHq=9&;ooHR z?(p2iZ{~;wsWCg2WgjO`GBfNGV-Du&-?+ZHn9QZ|_W;p)l8C;6b@xFg@79VL;R9S5 zgFW3bd@)(yqv;DIybI=2*)Un`vcGK_MwAyjl7}O2_ny$xbaJofJLO$7o=DbC7*X3S zaJE*D^Y=?djW>;XjL4UI5=D7n)>JMwyKHf#S6O7w_3ASEoq${C7TnkF2b+FkLT~?< zX!#4tvXZO`uX+!PFR=1|eB>zcDephlIr6&^XRybO=AS{ZYRz+-;lV%byB;%BpX*6_ zZufgUN!mCo>qt7X`LVDmqunJUQ|@CA(#uT0*K66=7}ZF;60%cC^*NpT(zXu-Q`sUr zf^c{(U@NRKqx`@>b8hapGgf+5%=zeH!6Dg|s>p>jJyV{pn zJeA#R!=s0uM&R`V*B=epG%LDp!?tAXA3*<`Sl}Q%|0Q0&Y@`jm^jR2pW675xv;yao zUpF}-yOJYo&9cj9Ii?*)`_%Qx^YPw%{XOyhYQ3kL)J8Gp5DX9Yql~ai+m1fBAbaxN zj(5F~>gboiq%hB{$G3L^b~zB^U~NbQZ>pT4TkWQ|{f`;9UBe0}BlP#M_00-1^!*Ntu8 zq3cp!mM8jI%aawFC3)Q8xPBilW=~pA9Iwe^zrypZjCvR^4yVTm=dFR>^##{yR~lbxQMN0UjKJvm?T zj8v6PR^MsbbpIGC&GnNC(IYVV5Pk2*d#Y>oF!?)*_~ZHWIG(ft+wyGW zL+sgumH%Sp$=G!=US?gz7Oj&7z7MIU`?eOTn&Mb?!jC3jA(&jm%TpP)xZbEjUgPaM6BG!^JI)92B!X@QHcvCn1X-RtaWWY6BnGoASWd)F(7Xv=Aq zr?+)s*N5*d(*F>)xlW5K#DF~KO&;9nIsqbi&iJGDosC`>my)mTC|XL_?dG=En_%+6Dr`1cinme0UX}mx@{NC)4rzQ){Sh+9H9e;M!&c^uO^qPYwbIFrD z4CC>68A+2F>T~+sssH;(QAxty zYQZMW;ocDYsycc-sXm4DtMqsi7I)&#PI#{Ic@=bb&}t#}t;fXdpvWDi#MgD*C3^dZ4|y8h2-Ls)4LR1e@wkHBfE)_KoV z$Eevy-5XNL|Mm~xo&d%BT|->RE2qI?2JdUbySn_1y4QXhxg4{3KG6x!%%5lf{y%Z`G`yal?c)Vu=A z?$T!m2xg_-vv^)Y1o(qx#fnMh1V!nTy%^KqB%WQozey9tG z{2JCc*ywZMQby0sX?}@OF4fOHBE-emT!y6|a&GdDW}U>lY*>s8>)GjAGf?)$+)Imd zaD5!lX(65shwDL(VMy z*j1*0mwjBzj&NS;5;P}gBWPdk_kVo$a8h5S^%b-qB$`}`Ey-1SI=mjHWm{T|=WFe0 z`7u<~=7 zsB`rGGvBDe>dDmB)y(@8Z99og*Nb2W&}RhJ&M1go)qS6*hjYY|nUI`D=QsRSAJ@)@ z%LF|Ra&}p5?x9s>5@(fFu7+>okxNB_wJdfMFMX7x17P<9eR9{D+P7`Z?ayP*PSN^6 zI4&}4C6a6^xB~x=L|e@O^F)RB+4MJYdXT<;!r{IAsF>sZF#KHX{h0hK$T2}o8zW{s zpvSK;q?Pvd;gnVN$(=Bp9I5{CD2ek_D|>&2@Ttp<@EBX?3bqtEmWr~Og@f_Od?huq zKjkA?jdmb=pMllKW8yQAZh~7`Gnduk5Av5Y#F@OIdX%+>lHyMYRM6)&V#F!XFX?!H zvNzP?Z%qCXCLj2D1azmE<$lNd)a}{@yZWR{hQQfS>xdsu;=&#+^9JH4OkOH_E*2@) z;l@rnyi3;PUTKdJJN0^p9^WI!Ay7%~>R0eQcTfw+aiu7D29IrurB%%VoiKA1Ip>jj z2`Qg>A=ovLdHW-d{d{?>_ASI-R8N@{ladetUU*GAB&d>z(?2 z*jYD0bpqB;CT;TYJj=%xlkOe}-K*UsrCMPvT4 z7#mL4D!UsJk=JY0+YC2Pq#Vwc$!aqQBIEJ=O_(neA9_2QUE&kXB!AH6Mpj&jo4@P7 z9v{353crg@S<}Ahyo1ZE!&S%R@NZE)kH)C@xk|)c0_E^2dx(E22 z+`Ws9(_4?nvs5|p{}i5AM@;^~8U5h(l_=hi1W%H8E40d)3ErpI_xxxvDVB))MOpe@ zTF(>tzF@=The+PI?1|0O$0H!Ng+01q`D)V46shvQa16_JgI-oVKWoIoJn9+#omH4^ z`BhS2Ni|y3is?1x|rmNaZfq=B9>h(#-0e}%h>%vUfbTdw`%h++kOLqyo0}uF3CWAF^P*o zz9#tx^MFg>+nl}Tz`C+?p1|*`Xx0bsrqJkZcHE}TF!A_yGs*A#F`2=O;OkY6O=6pc zxja91?o3Fm(c3CB zT54F{tN&F{O3l+VAbP4c$;faseRtx@tp)L{knjFu>8#YNZq7W0wv9#D%Z*it=X@hd zod<;$BG&$*&%>lEOYd_s9Jq5j2*r+pnKQhJ*Z2!BK zO=)-oeEMivjpPqF`ZP8@Cj$LIyJVGZ4W|>ec$y_XpwrRX+(+9f&Q6B()#6fDku&)s z^9&)+(Z1xFc{A43HCJmEufdo4iE$&HJ(ole)2uo_`PMk8!S^Z;c@oNXq5Cb3>iU^0 z)r&-k#kAjQ%ocdQ0#0A){V(<_L89SMo$Q<xYP;mXw z6<&F|m|RqOm%FDR>LjDyi;n-|=T_ew%Z3-wXCrI8EDp8fRau+2RZhw7^G)A(6&BnsyS(?VjlFhofpI7nC^3X4# z{UdyS2n!8_e|Fkr%&<2ro@-%1vNFA`&)T%^f|=#8`7wNX!{c`O#CO36VqZ%3L>NnOS9Yw)lt-K&Toc~3Tu-WNINH@KyO zRT=1&F_UL)_<_#J8iI?&m~yV3rm%Te=v?L40r+_)w2JepddBHnAV*uiH{9sY<5+T% zzvsN0{N2`Q+eo{c7P*)I8kWiS`6L_VTIG0s6z6%39ZkNuGx5He_^}Wd_p!pE&Nv+U zchRd9Ow#jj@M&edYJ8}Ye{W;%R(M>_qd#JgH(k{{A~H@U_5X0~XBO+k(j&D!z!=SV z;>Sj)S%BFdSkxE8N9&=4zP}~eZDcG>s%LodQ3cn_lSz|`bf4qm60(%_*HoVO9(2ya zqwCn>4^m9juBk|P8>#Zn@m_MiPnOXzPR_nd^*acc7V(Ogu=Yp%SfXWr*!1w-`F@^g zI0x!$bX#i|eBj6;Ko1xcaO~@5!75yaV z+h)-!yStNf;XD#&WkOXLoR67(`0S~yGn+(NACTI`e~S3o-~Tu^oe2M2f8Ij#;p}rC z9(};Z&$G%-k>GrmSSSwk#q$@m{|1lhiBN}=tv5ZN)x%-@=qd<}fqZH)mV|z?Mik-K z&tvyK^3*iu6R>@aw8viBwC@$91P4wH&vc~kz^%U_?fToFE=OlPGr zZ>ydb6!4}GJ|73YdVar)yYaPuS?yJPO%;T!Hrp%Gz2Lmq?`Hap;9Ijr&GH!Wlr|+u zIY6I9aq4TlyNBI>$&K|0dJkJ{f zjpPYgMW=hk=UrOgV|I9vWaUMv``PvhnDnAucAFN$hh!DF&D@vVQ!lYke_D-(Y(=~t ziU&`y>vw$Z3!kUb;veU>;X_x6U*CuTCt+`Dw4Vd@JVX3Io2T`BH7TydsD>ilAS~I% ze`;a#bXGaYbzJh>PjT!NM`kjzfa!>ur4bxJHn}&x$rG9W(CWRa-}hX z_2*#qEH+pMha=qGB@0V3oh0MycWjXQPI>3~JUw5g-9LQ!FnF}*S?^<1bG_7tQ*l-+ z&4a2sZwCh4X_i`#>HF)g7hN->%rx44c=3yNZ_+pW?=L0C`hu&LXP~+Rk{224VpwFC zQ%l_5?dS%!zn5Lwv2{l}W?kh%es%$77bD3}*f5&)?iT^`4&ns=D&hQe5v()JKZDho znAe#ve*?kC*>^CccJSKdo|t6z98B6(@Z9ID>!5a>Xup}QI+J-H3w>`co25-EOT0$g z?88b9lbf-1D0D<{qgIJSw$?ohp$e7@RR;8)#iK_E$MeEgPdP57iS;u zt=KTt%zMA+doLa@fcXh*ncaVN#J8Gsn?ko#5xGdq4*KZstVz&It*s(Z?F^BR9cjYX zmcewD{)WMEAbuok=P~+91(AVT9RvMdW`-i9Z$+{*@Z>D#{lkxHvifgk;w$NtER?sv z<0TU3I&d<)>x*)~8R26y`Y`$~g=;Z$?l?ByL&9V+xrs#%;3XCGo|T==S?5!6^&+e; z&#s5jW||SN!m-PFLH2yLhVE;4kv$hb`DTqH=NDjnrV)$tpM|7a0NHY^aEchS%@xP~ zymJp9?u~oNmHMu6yYub^&}I`0o;kZ+1?uwvKQG zxslY5lI|C0=E>G|c=nW$v)=A}=WY-O{)5`-=KHMF{|v6{MflX&nMmG_Bv@_aNv@na zlcS*sawJ(F(aXoqTEx4?8Yh)5=4*F2w$FsX)`I7T$wQO(2&MVy(PVAPJ8SX36Mdd% z{-`99R>PK^&TLKA9ePY=<@Oj@T|DipT^-SBrC!RDULH z3xrcos2Kmc463J!3N7^g5(&>C;RZHKm9J~ebH!;p+P}@1Q&OM(c~Y)JlJhQW1e0mu zdN?Gf!zR9x%BMfDXHBD2cNKLB>__pRSDb$b*^{{_&mTWy?-6{n6OB?2`8BPt3MlGW}7w$D?QjFu{rmHEo+=EtlK z-{SKkT4g`|W{fz6-y8{(CV2A)A9jyzq=o@@Bz%VNrj*pn5opSzwZRB#P+ig8!rTN9eMVZ-DsUnEYH#J00oHyKR2 zk}4~1^4w{S+3OrQr^@MkR_mgdRI!{VTJIy}sm`vWZStk zpd?l;;Dfo#`qJEbv0h)*ViK%-_??UrvyFS2KF;GK=fmxZ0>-DF{b_vaLvuk-nDm0m z6}%@|{_2XepWwtq^UurrINA59;P|pg(URn&SoIe8y^osxE*ib;g1ixi@#MwJzWozwBCfXWg(MQ@n5oB8stE55;?!#L40mmMFwSL#$rk9&6^Fm&0om0v6qncFLRGpR zNS=z0{R#WBqQHxE`W6#jXOkKFJBu8ts`9mQmg;xB-^rEvm@}`{`bEgCC+Sf%Y0vic z^qSeBt20Y#bu+n}u*+0)=|t3l6iP{uC`X>#Mu}xhG8qxXalvE9)-sKlf18**TdjvNwM$Pah1iT-l|j z%%9G_neBI)J&wYpM`-dXCOnE6mDp{tb`{~5dLwVa??@5%hk|Q@zx@>t=%BB|{9Mms z@u<{IOSOdQIGS}^?-j(O`;7jasFuntcfjpWI_!e~D|q`WtbQbGDOz9ZjJ?L}NQ?hr zLU;4gZdh~?fhzlSE^R94{RP~+lGIgk^9b1zujj8`1X z?#HEL#D^Pc_pA2P&2-Njrv=QK=;>{CuIc}IyyQDk>TSr^V(ss+Yn)!Quj&9^+EuGE zq{{P)^1SsYqh3Sjl5G6E{u8B(XgixeCB&Ci_}|@kd1f%imFNm%6(Y@Fu$>|v47JW*~%-j>jQ69-#k??T?blxF2f{4TCEhEP%QG_`yN zvg&jCtK`hqW~>2xxCz`Ig=|A@?j_YPtebn_oAL83-t;;TT*>Q;uuv)_qzdhJ{=Cl^ zz2WjPnQ~u{EY-W*-}S|@q+G%ct!4s*5u_@asS9{~a<fABc(GO^Bi z?|yWCWB5%pGcFcupVQmxFm3NxJUQ2N$$VU1Ec^j;CgR^CEVYfjkHVf$S$8biQguDG z>@H!o)apnT0=yQkm`-H7NH0pK{XqBG2lJ|14<~#B2Z|r-F-z+0VDF}aLo=;xmYq05P_FbsOFrQ9> z>Uq$6fh}_7pJ>s-=!3=Ax9#GCbIo_gdO?YzCPn#*4Q(I~5oO0iTg@gmixg3Ch8 z+782!>@}aHU-PJDu1RwDdp)-AqvHtInc0zc4@8saCp(`n$Mn>>D947`VeuO#uW)|W zl>Y_&j{K;t?@M4n$cOmraf~>Qt-G4L_F&4X?2ybXdET`L)03%m6raBfJ9pD3 z`xU3-(MiTQiccTP61U^eO#LUf=_Bkv*Ih+%Ue!@lz6O%D$kvgx|BBPa{r-~lO|-rd zvkrjH-DZhA!OHIXLHYbHAzmJ2+*`?5gERw-8Sfm9w}sf}HnM%M z=iYwaK;{;hIFbEFngwqbY0u%$e~Xb{yFw@p-Q;qsE$%08*!BVr#~0s#*3FnxnGEej z!MmW`8IrZxHgE3Vga6S`IT&&?%n{i$pH&mj(zuKW`Y0xk*7NHy*vra$A@qp;Qpq(> zrry{4rO>@oZ|(G%`|%|(9Af@Cg`R)FcLQtZnyfW@KEzW-v-qjTPUgI1>c}deU={tL1vX?lyl9Mq%t25*M zsph@PH-GSk?3zt3g-hXf4xLi};y)ip=-IKG$`^UpRm7PG6kIL-!Ai+VR0uDU zPw8Ihb;A2%ys@sHtFT~k{_+~ueCzwY?3>y}soggfzS)&jt{{F_aqJ8K*YlGq@dj)> zh_BuO=VGwC9LoE!za4}QG~N=HPyWIV&}pET%SHO*FsU`G=jm&*y&q+)8RY6hqq@dy z%R=9aTJfWsjsGhR+wt$dX8Ejo_?w-}iH$AE^PPF?8UH$9=>&K!q}fJR*{Gj&Fu7UF zWESbolDE?>J4i33U7q%R!Set3*A+4kI_EY0Rfo!S@ibU`1O4Ph8teRIxom|mm*eg6 ze5WCd&JaUBAlNkcwU1+RUVwTIU5|w z&Z$G#=?vNquF*$9C`=8LKPtt6Sga!zY3 z%-YvSSt!r#rjRtb<(H7OkT$cO)5ok(h{joK)`e9s6F0KwVv70hFg9vM*B{vWO;&mU zR`c=hXuai`$wck`5_^&X;R4>g2WLBBXs(R2Kd>Xatkdfx-d9+^S1N6G(D8 zZ`?w*+u)LVx>;A3tJt#6N?xq&$t&vkUl^WBeGlRIwOCX`oGZkl!NgUnxu$yu#m+la}CkqUcR**%y=>(OtcF|tR-tFs7Jtv%-Xq7oy#F@xE#uRJoKYGVJ3{LOl3k6X+suz$^w|o^ zufZnwWV4L<7khpQhYyW&5H7WVb}~%=44(_2n%pLXotvw*!Z@0}P+w^GFaH>#MfR<{ zN8+(?%lt5d&HFib0S2~rJn>-!_T^fvg4S<9r5B|8knazA=1zSJsq2z@5xkd(Ez5EF zI-DLP7Of>`@^EH{&m2*>vYzw)a*R(MS#=Q%@?QP`|2`sBAKxW2?Rt_#hto0YIisiQ z;3NF6BCl-*k7sDw9NM#?GSgMozmWcxTwV3M3ipyVsgKBV2|V+rd_QwZGP{l;&BdbK zK_ni9Va2gD*=yc4<4t3smt29JD-zzST|bl?;>Oxm7K_gFv%cqQ59(onF|toLtE#h` zcoE(53@KMVsr&aZx&EZf$2=%`t2>b(PuPy8d!D9bPw@#XaEec<60-+qvJ$nZ@eaY) zl_W@=^Kp1J1rn)K*aRzDvO{tjuQv8nlB|G7>TtA#@nXk@nN13dy9cw?Ggxy2D?I|c zZAPicDp^B!uxqfVX!Dix^ZfTrb9_Z3FZFjZpXR`1DY+jfRdQ9HU*NZ6^`3Y1XW(ON z@%Re%eV^YP#&$Qr>`6WDW|vfL&a;o_%~>D7Z;|VSSRj>**NPFj*UTQ}^Y~z{H9E6d zTXuMv!~-GRp8YR(Rh-q}-S|b`M&;>MQ~hKm>nvxiV*65bNY0zX%p+MH*@P!N4Xe$3 zA$e2&Wu?`SzFKda3nJTxFn^r4ji7A{bK4evbp!8DhL-GDSg2L%S!7p56P8&GyCe8g z-n-ZGSG4y|#h(bv$S;CbaVZT0BhF?Uoq% z4!&kZ--WILQpG&)6jDVZ^>E9;>U~%=5#h?RX)4p!hu37jaX-6H5T{a=XEF~wLA>j) z_d+}>m3J#b;~a9{i;3A)brR3I(0R-7tRwt7`X+nFl1(kELz9{11HE_B>rr&8Xr^fg z%g@O&oy~Xq*BaKRkT_XBYvO7vV~sP1bi<3PJZC=n*Xn<)zpLmyRXg@`#zxVgO98`{ zVSOzeyprV)H)=h;UAZ7uo~MVJ?6;6bmYQv{`s;ocxCJ+s={f6I^L~A-Ud#IQEzeGk z&J}QJ2#0Qto(9i*Vg3XRyXy0EUeS^N z>>%SrnEgfL8hrcLf{2p)_LEudZLG_)-78%OW>);Q!0W2`og6JqaJU`04k2gO<=%#` zbIJ9sXcEhA#EVI;Vy@S61*vB7kYmjPH}ctfq?=`y+C}dgBs|KohCcs|uRrjsI#8~w zzdR$FNVb+d<2z$)hF5F2CkICZ2o^D)BpYBaqxUn~k(jZ}{BQ`{Cqu>rv9JgKTgNk- z;eT1==s$jbJ#|oO&{wH5CW$*ZK)9%8);6 zV@vVP{c)@r92e8<7;@%$QzgCSElzgN&8GhqqUuZ$JI{P3LwBo)xf^fF6g=z6UhO_m zD8$;SEL}|8S*FECENM&L8Y0He`snT|usO!$&3_Z$?Z%B{ZhF)>tHpxb*t@xZ*~?g* zBnPr`53%(n2%QPHie{?=SZ)rjeuvX(*qH1XXKDE%ty4GZTa2kEGKS;HcyS>=dw_+v zioJgrC-v)kLjF%$-OTR0MBOS{?_q(Wcvw%2oX5A43GEg3PPW`fpmwXi^G; z9oSNdywz!wRezVmb}>7&5QCn_f~*rNr1xY%oXrl`k~Ue^htj7i&J5yTFO%#7{S9Hw z?AN=&%=Vq$ONr8Fv)gKZ)lzgz&G_4JE43#l==TGXHl@=SBq&At1GI06qkphZNj_Jf zb<6O!?*8Q|)3y5F;Oxhy7G`coSd)m7(POwQE%eOrWH7x}9& zgtEFTb)=8So9QI$PLh$Zs>&v9NOYp{$7wZ2y8}hJ{q;H1c#Vx0sqoDUmZmh{1m|xcnpJtZi>g8Mhv}Mi+R0X0lSe&|2d>__gF#;iln?3eh33?KT`NwoZf zcXfi;0=6orO8h!kE4N@q8+J&xy3=_1UQE6Rt9~SNCs=P_ zl~H6%z10_dH(CVi%nt^bhnA41j5)W9^X6mgDOg`0A9ffg)h^qz?k22iqW5GC`ia&5 zqx)TYYR->t7cX`@e;e*}Cutd+@1W;o1zgI8*-d>uYbN7$?mF+_x67Q<9P-^ryPxrY zp<_M%RT%=Qz&?uRFX8qye;<$8`}5l-m{D6Sc?xRDKvtc7AA@Fcz}EKdagLW2^HU`= zd&m1>|EX|VV61B(w#esPXZK~N4zw*sq6#$r2B;5zt*W(ukaG_8rGD?(oNt6gt zS`pKlAR=xkrJ-|=YId!d%f@b`+djroO7T1 zoaZ~9=N!i-D{0n(zll#pSoBv6=xxhade5qudhlxNe;+yx6BSYg>>>7EPL67Nd0&)z zK+l(vW2cC;5?*h^{7WtNa zUQkB__=0pJ{XR>QHGC%b%^T^qkd`}K|9k+8%pp8k?^$~?kdIzv-&T@VA$3h!pTkBU z;@IiVK7!3Akm(0)rV>i7wp!s(GK{{Um2z7C81`%V^Fz+u0HLDnJ3(|G#^2u6e$KfM zER`BJ~DQ9Y@#ro|#$aVMKfV9f+6X9C-&jJZ8Kd?%PSE$^4+n z&Pj#7PP}t7RPT07))D8)da_vMNnZtQI*le-kDUmVRiy)1_EfFB%O1z!cSeKquurzC z62{XMs*;?z%JHDXjBG!0GR1aFq>^oOq+w4ugo71pnFm`l@OBGum#GyY~r1$-Ftc(Sj39v!ixq3eqFOoxez4){rnQPGCK>qdv-%f>$je5MzQRT_n zUL1Iu*Z*srK9Oze(=T&6ZeicfBzRif%B;*`klfd&kz`NJhRpO`r`_ANnK|WkY48w# z`kYLEJEAW+8|di>Hfkior1IZ#ns-8Ko`dXY9`Ue! zHF$1D^5g& z25@_UJzDYaa-`ZBxi?#FVA$@sbBFC<4Q4W}wXZ80$Ox`vWy20P|0LT12c9anQq{s(_6 zKzX#0JZl72VbXl|t<4{Avi)7&k<8WCYkisHbC38AWOhTbF+OIM#%LDG%FY!q>&|l5 z!mvJ{c|ml0hQ@1gwI`3wHNbXJbSpL&<8K>9>%ZyLM$CUt8~f6|HhbiWQ3s4k{is2B zdu{=*lc&BiIjXY8_2S9d27)fN9Ku{ zU%(@C3sN0oISu}^buaIEt3c1Iuy&T{-^K56R{RML50d>*-aCT5dK!%;+1{R))YaDl z+s@I-sbcN%JoqlSA5G^$1y>$Tu(&O>Zo{9$$Dt&MBLRG>Ou zyT@Y4KRn|SI9x%```9_PF7s^iH5R^CY^cdnn|ae9`kjVP^J$w5#E*!iW1*6~%!{>M z5lRc`m3er1SKW(`?+2In9ogFV-jE!Qm7B;l4~8wo(X5$$RFpbUZ+Y5%J~pH-Py>>_ zVSDbMj&V*YtoXt?pVI$vd@ag8nXUK?EcX$S+KGAlvRhA56xUk|T%1eh{=99N7}SeC znd8$58^+*OvIMLa>yH(4uizaWAeOr2`)a8X{ys~;@y^--soY(DinqnIHiva5<8o2f z%p9VsWZIuze~>9_$sXWUsZ*T!-&=TPYO_|;*JiPIyxt09Vn&loX7C$#d`P)@1G_AGSaTpP6a;j9_tLkn7<05^LR0)1l_yS zY6sMAC3jcSW-et}yg!!rHDaB*eB&OnmlMZsbp9XCc$YPjDSRoNi~76XIh{qxw_TO| zOY#}yU#`!Y_*zCQZM3kH=Ql5iUA>_@k^IH+V+7s0`1}QF_7PJWvcY|NYp#t{+| zr`zfC9iDJ84A-+yD#QFPs=e$dGj~4s{c5pf9ZdT;`y!~FhYO9d?rQPx2JPn!TYW7| z^!E_o+B@h%k4FJguSjHLRLo<}iKkFiH;aeLqL%eO_7G?Sb~!T0Rn^e<$e@mQTf< zZAP#~?DZOL7P00jEWV#ux0w!^<#+>YErZB5%sLiQqv_t3zqP@j2gIUeWo(K8KSKTw z+}Z(yqu4$fbi=XITAqySt;OAY@b~fpPt5GUyb;)Kyl*C6=6!GOB<|JE2atN(-n5r0 z&#fU;0ovoluJ5odZ~IrU)@E#7!`7EU?{pTcC;B88&saJ(Ct(>^9?43*1(ti9y%I}b zA=?Lf+JPO9!aOsKmtseMJ(cC7T_I9a+)NdvH=sIR|9i+c3zM@7tA*n~6VbQ7xJ9Scvc>t&S&-UIGMT&MR{HFbM^B7P*EfI ziYJJpgCU){g_T$)b7YIK%^;H9io27=i9A6aZA?7{|4!EDDiQrGXI#SO!>}zYi)WIi z3{?Mt=pkCoRrb%0zYTJop*n$H5BPQpL`Sg2X4rOP)j2GBHk+j~ToW?%f`8TyrZPrd zakU&T%9`61T38`w&fr&H6+E-+L%$7td4Q-@!QQp_a|bQ=VW0gA{IZLl7eH;b*fO7N zJNd>GcG{@zhoJiyR8l+hV9a_E#>uRAHOrQ!V>!q6z_&{r*~aHWepm!y;b&mey0VF_jPBH$E0-+t=|S?}O&xV=)YU6RQ8|sXi~S$fg6}d^T^p z6wWV^tUP-a*Jm=OBtw2{@u4R#SU}R$>lj0qC$!r{3>c}kUiyutFLL}d+FvV5r3TO@ zUiG^67P4oudv)eDJ+$3O3!VLb$RfA0!^OP$GX6YH#5@XnvSN25eKz1+AKWj+DjyZZ zrZ@Fpiu5PicNo7-w&hdVqq$Zd7WXp~J{5RJkm&@7e#wR(@#L3y$XnX~|2wfU*tr@< z*V5oUGW68Kmwe-6JgKSAov^JZHr^(RCDZ>yIQ$u=RVT+xdR$5WtkdpF)-LcHBF5Df zae9z8Pnu7JPG_wRr}vA-?zdQf9-Ay-_pPk-EyT;yA~nsn^0L{s+-FNNbkB0u3jb3} zD|0-bhgqJ#v?~~cUi9~JTWjetSy8fvdKlemlV~{{dy16j({3+b|83hd+B*tLt)ZTE zN6px!oj8#q8@}$X_N+-s+YRO-_Vi#?HQu9{}ZC73aRG7MaRn zcyff))8o&^n%J&7t4?6ym2j%SuSc?2RzO_mTV^((&)KY=>>7WI8ueI zbLgB3d^1>nC{1e7{&S<>GFzA7d9pAb!J19ARv06DJF2UQ{|C%>Lwq8?ET^xRw4Llp z=a3<9@biWzvjIDZZgp+x{aswWu>iY9+msPJ%V!{qm z9L;lz@t3)9IMP`ioPPjjUO=bRu1W^DJ$&e8+O?toPDqavb5FH3D_4{I@&mG*gng&8 za;j5a>&W6X%etyOb-xu4j)h7U3`yO(df4AvUsEx^1^ND>1-oKjcl8P_aLM5$Uv!W!_;iqcD9@ff@G*Z z(aMTor(y3}5g{3rZp7#jB-#(xE)kt>Vw;YBy7K|4*^6AWNPQ z-(kEuPak!)JDtssC;xZ+uq!{g9b3kW!KcHrA}PAl_;(ik-dS6;y9sJpA5j^mSHR?b zl3mJT_1HC;1y|5Jwb5?D=5};_gQchI^Axu4NV-wb{nZiMw36o_wIDoD|Cu*e0}^?U zQc-(T*drOqwu&sBdDH3SdsaNn6ZgE^ZO&@bd2u~h)__E=l#?}d1_owk_iH$mr=%qz zn%S9;lkHExEpV|qgnqX7V{AxvxXjqC&pLO~^8x<+qd0Us{vXR)?-$$yf9K2^^sH`l z7=zUfoq0YxPlMh&e0riQu&e0u|JCNl!8XQ5fENBDA{UP7XaqDS%KfY(CQ>vs* zfyW|xex{#1ORGkjB|crrvzuXdGCnrNpuE{ShI}LKS)uo3K4%T>b0W#x7@9lg!LA)s zHz3vX%IayEqYtM2p`^?m{XW?AzOf){Dt_hvr_%I9eg4MosX4uszrW63&f&+&Tiu)u zMqz8#X#Wh`?Y5;}R^G)vL92UtK@}WLwXELIukQF;a4K`aYWsa2_x5Q05dNDAN_igp zuzt6TO38toI8=_F9gTQ-%5f-U=jr2a7-#0!+hX5(_@2Se6X~~IL~M_DB_01WnX=O6 z51MZweSKObzGhv|MqZfuK`%l1L9ym-Oj#m^?dBDEuUUvJt64j9V%}$`$j+_SJ zK{#EHB+L2imtw|ST78q873i0BGOP4ZjO8bg;B=COsoU&7lUx_VurI3@H@@e|+8#ce z>Z-p(t)_E-(84dao~_?a+FJsJRBdZUi~o4!qoT zwGbY~cMC!OZOCnBi3+T_AKVYraw2)|tTxl=ByC*E%f|ACS}-}?_;?iElDRU^MDi@J z4*#3Xk`Ic53k%}(bJ*V>+RtnMWXCNm@Qz+2*-FOLC7F+{SF(6!pjO4eFSS`g{Q8TW zS^u}%v6XDum$$s=oHJpXwTmNJ;9D$BZobTK_=q3BVBb1&Rw83!)=biMr_Bx$9S_N@ z#hbuK=lYgvkQpDwV98byCHL7`H*}5T4k1O>4ZlLq_`uOn&0L!q(8yY@mz|Z$1+$^| zD4dSOsVY!;mn4%5JbR&7P(_USP0JH8e5P1Y2>TC$@)n$YM_f#%%Ng{#odt3)p1aXt z-^IS)_}nOQ^e{S(>-ZWhqjB@;6km=H$I&L)zn={{h0Q8&it{|-5Wyl%(YIP zlqyiU9ZNH7?>^&d<}yuYiFa8h*%|jhVlM16$Mj8c;4RjgZA&NEy(^MF2&do4-of8x z+ONto|B~_*C}kG(MR<9wI9pd#FX>50o@YD`r>_g5aZzK~Emsfyo(1Plkz1o>g57XUBm-k z5Py<+_zuh*Eh=9?!b72!dL(;sCz)G5gw#45nj_kFz^I9^&MM6gkiDGOU2818m8U;U z{#0k)>X<=1b2Hzb?0>RCPr<*bxLySZmTP~AQ8oFrQ^&DV!L`!)m_3#hC1BTvb+>45 zflud=vI}c=AlG_cSj6>P4f>u$)*H3^Duh#odj=~nV9%oTUjv01VrlCAB||`8dUu9F z^0@v>_T;}BNsrt;?GK;l#fj-Y=Z@zCUNjs+3$Qd*l%J>JaOmE`=Ckn%dRH3U6gZ_9nM4MUT`81xTCR8e$z9yQiC*$eZl6N^f zAb+{BF7@1!^&(GayU?H!WK%h?pDib{Zr*Zr#E5$^BUSYpkf(|3zT0rNn`3e>HG=ni zP0E>A5F}GuVXDY;qx+XH>|dqrwvO#7{$+jXFmhZ;rzvFUZshz>`%T%puKn}iUX>L; zB4_H%RDowTY|j(4+1TE)!1AdOpY@KZsCTjv@nF82wQ-&KK-S%->g^-qW@;B@J$*@- z97dXx>AhRbNcOGopgUF6Y6YVS5P#mNI2caJ8+`)iG=@hx_+(A+m-H)5jy4c@RGa1D zzY7W<*n2ZSn8|BvK`2$8u5eVI5x?NPGo6#H(=X8}SJRV7m-XjW;ntfsFT&(Icx3W; zw1LEH_|Y1RzO(nj0#CXSt8=B49IMHHe-gPiu-AF;ZVby@*_PG9Q5gEGBb&f&3C=BX z{scXoidnN+a2K}Mf_w5}JtML&_4AznjaVsbUN+Dr6=c4~{VMv*TZm6spf;<#Mdz9j z9uLzzajS`K*U)@59%f}@>XRn-(^vFwRbZD(p_$yxtI0ST=690n0kNbohWusUabiJc zU}m-QhJx|+Br+`KeQWVP8LcnGzSQNo2Lp$Y=`1YkDpo$A-T96zj4>H`-=)(Ctv^G? z`F_{w^GU~C$=A-ni&J5LA`M4C_d33HusxYMp7rKcd0b)aSV-$a`pWay=V)BosGZfT z?Fz=J6}V7?&(*@vJ6yeFrpI+~9*(z%!u2-xJRTaCiUF@;-udkC4trL^nv%{OMf=Pw zPeqF!qGn?_HKoC7`oC%W7bM7a`4U`v+TJoGuEH99$#y=(A2&8Wp_LW>Cwp2qlKx@; z^^T~?O25-H6>To3=S4Vv1%xjn?FuZZtHt{4_5)kIO7;*%j~71bXh2Vzpt&`@K{LO!!Yp~DD}qbL9l%|E#6DItDT!28@EmogIHLxNJaEh5oa46jInynFeAy>bt=(mBuZ zpsYPUfE9;}b~8xunNLeF>lZQmWIkJ#WCyT*?xC)M(-J78UdkfczJsqv;^-?-AE&iZ zTKk3u+c2OaIhV3lt{l4auH;s`m`*3?JLB2W@E)Os(J&vyf{*L@0%+f(&GtT5gm`7` zrpjv8J>?DZ0-oNMoIk+%3;k}>;>Y54W@aXL$qxG53$v`DTglot*xnn%J{9d#-E^hs z_MTQQV~Oef;X|xA3QJP2p&V()@s4Fi(oZq@14rIU!VPfz8nT<5@i42Us_=Z?Hq#YK z@~7*tL9SiehfXm&>Vs|Pl^?j$dx;yemS757ItvOr1NS-E+e3s0GwOPVg z(-GdONH!2J&&0zzu59w`?Mk|3rrkS7Zp zp_wa$oyN*bd`dQ@CA=!R!w%8sM`UhE;w$;jA{gGshbGYUP&|A^`-7(eFYz`4;!#nLVMq1oD}Sd<%TC?&=D7%!Ng2W@n~aR(n=;^n3j1He7AQf|ukOjTQfq{ZTzs6suR!si~-x8HL?R`v-ZCfbth~u0z&T=4!#xO>z4e$7D`= zM`$FQ=nTBN-x-I{|6#`ruxAOsE2XDA?Y)dmljSt^6)vFb;m*iBm&RHiM2F{S*a((c zVU;x;xi|Wk7K>Tr9$Xs$yH`p4F&z&TA%3LEp;|o$u!G&S8h)MyCZ@&ec{= zICgaYU<~evN&Q@1d<~Ja^mB*UG8R`$h(u-Jn@j>7#F^!`US=%V!D5XtZ>0OAUsFVr;6XjNpl1&Ja>f1{vO@u z(tIW~a;>%n&ZS6F#=b3%%TwfgG4o`$Zi)A$M3FlDq>lKo1Oms|pUfoP*Bk5|9`v4qEM4pPJ$vWHKNcjpY z48{9v9M_Tc@8w0wc6J>+kLE#l+rC!+ZM9flgswuP3C4o`p_{dcr`q}|-qoXLA>3Tg zx>rK0uSoU?D`fuqCRWWmp4?H_;T!2|yq5mbZWYq+5igptYOW%OL1_XXDel~7@nsWf z`>|&u_B)9ke}HjaR?M5<*WKCWSy5(!=Lye7EN_QvYgw)^B=_j;MQxR1sWCY9J3HPg zT4x1#D^~3T+0o8O-r#NUI}Sp{*s~pLWeso#a;~RMbA1eC<51h#(g~F5j_(<%dCnA=HT8Qs|0s(4Eg|2|)>1fdDICwE*D9#q z$*vX1b1*G4Ke{NCk`XW&4K8wg8EAb+lT>LQFJ=_Sl<(*;QJ;^9?x_Tx{G>Nveex-$ zX2zMK<;VQ4B@(~51JAY(qbazH1V(>P9zUX8MbJs_5Gn$ z+NkiIJI|~s_=R?Lp9@s1bacq|z|#NAP(t;RAZvtn-+@53g=^!1C;WfMJLg3Yx& zGxyy^MTc&SD@9G9!N(lGgh3#b+>ZD@MG|qmp$jbGbgmrK?zUIsRoW)iDL0pY)f(GR#GZXbgv`nKh+eCBQjLNb@PJP@Ii@%id$U)3VK7@)v8@4C z|80LQwn+}2E7^PuWU@BkQmrNJPH3d z_OyddF+KE=wK=sX_c|qPB)W z;6_I!jt%66V`$Wu?DvYwz4Xu)-@0ozHMFiXhSkR8%3|X`@XZs^nza9$?aI^fdmJl^ zSA$8{mwwe;-(ASpH(=F=wzjvu5DV2O-w(K&nZ(I5o(faRg?haHMv^s|9UHMu8Id44 z4JxwHR59iTGHn+%-scCOVccE}ECthx@h;Dm@}BZ>{6C!bFVcO07J88(_xP#EvVt{h z(Jgh+raAK}HhC8(wqoWU$8KbSWC%{pv3vRZfzFr)pIfkNv15|Ar438oiiLSDoQl2k z9CbgxNfqF%7jMWe7eeeMBkX8cB%4HP@}6MN(Y!gVe+=6@LoT(D9~B4I;9G003@E^_ z2A#V)r=hE*cwi&FE!1Y7yDs(VR+=1x6(8cpui8oegEvWfAUD?sl} z`|4@^e#ak#Ntw%iAWJR5;}WDiyY&5rxbePmbBa+q z?!$O{65z>`V{?cF`86? z@K2;1gA4ofz%f{#`Gfb{cPCsj!XJ)Dw`uJ$ELg`vZSntbXdmT@AnU+$57kvXd>Rs~ zF(R|H-^S+K_)c;FoCWQSrpe5n42q*!?>ljI4R8B`*QQ!T51w#5RvoFe%t%{^^&dkq z^Yp8`wkT;F>Pokrkl2IYc{jF~?H}VipNLx5(B>b0oeW{USiL3Np6zoNzL}XfDtpfDvP_$9mh(C)AkeXEcQ1m#e2d1c4x04-A>j|hU&~4Sc*57*m94novfcY zNw2w@_=aTnz-F^J`LS_vflrxDIvg8o@VxQ#z6o0f`1?H;E+)+fKFz|iMZOgghbGuR zUzBZ1nq39RoJqD;(7#g)@3GALczuY!b=fI7t#{EkZ%B6G@KADf@hRDf^UV8hI`q}c zOmQvM9w)MM*1aYdz-!Kbk#C*KTBGbKrT@cOqam&h#?n4UiB#wKMZbAcJOd|^6FGXH z&!^^-prq)VY6*=n>}g1R#EWM0%o|xT?-$2FucJtCAo+sCNHV@hpXAY5Mb6Z%`9n*Y zo%1H^lyuI$TFE_ISur(vDTeX+kw%z*lljepcyA1JLM`}s89Y$TbB=linB1KQf; z@4>jAsv)Tx@C?@d34ybC)m_m05{{`3R@k{qA((ksZN!_wBsvF+C$i9+xKb4cjo9H2 zet!lGKHyg;@xZrWvJ(>X`0zQR#_cTe7CDo9;5`^7TWT4oCg;;-+I?9s?a49M@h@uW zM@UX(;nV!hbwz)&ws6%mmG7n+RH_~hG5V&WQy=YY({dTdHxylxTezM`F~YG!X*8W) zCy=EC@4N$Q3vg%+-+qcGts;G%++_~d5tzEf_t^d>n!c-z(Ry6&oH4L1hI5%q+ssJu zBBor;mStFFDnBV=`@itc%%98<&C`GtEW3tm^+?;F46pOH-L47pHYHiK-he{J-M)A@ z-g#?C_m!4Xr=t{P&iA)5Tm7!ZWc8m#+Hz384|5;#_Y#q37k_y~>?@BMJ;i|Kv`eMx zS4c7v_w)AYX#OxtOKs^_ot+oaIglDeK*;g)iwvP!+fmW%0|USv##RO zZ~FaJFN?T8n}mY-=bibZPRbSgTezDhkdX+!4s**14}pVKGrdJo`p zxuQFtA8f{zfml{wba@&^*U>Un`dld(8WyYs{i z5UQmAAE4gVxv53nkJkIU9y}Eu=Q^vj(Ru4aXupY(M1L%Gj`IFId z0~v<0-FR(xbXGE@w<5(vSo{m^$u#N>lbz6SPODU)7){q{wEERK1IYUtDSBbba_FX# zPFd}?VwIouI@gt1e;m(R%oRNH0seF&e#aYA7F}jzS zd5NFnVA_zrOX1U-6&lcK5HwN?>RemywJ&dxR$|4!o+E z=hLD%X|htbEiIek()~DFlNTPK-MX}H3b)gsurGPuAlXE`W;1BvAQXb0&odTc4qm8VZB9bz}&UZq5u6ByqUYt}}6;U6DKBMzeoJlRj zA-*MVX)jvTaK-m6OLfrNEw-nc$1S3I6Td&4CuN^GY9~1VH{W*S^m8C^tJYO_^mb8!4?ExCSLZ%n-@LS*8 zW8A-ROJ>Z8djClL%-`cg>-`;f0~s2y?G&E*kUol$bSX41)BneM>H>}J@Vr1=y^d|3 zC1L6zUqQ}oeBc1~$$X3lu{Je~uVbBd?Ei~?^Y(s|qwh14T+0_17x>wUxRW~BNAjn8 zNs;%K$?bQzh}&G0dBezbgtk_}y(n4dW7`yR)PZ=iDCG(AChT~XluK+&HHZD-)Chwz zI`!r?c}6gS-<(U9%h~!Q?3@6XWGOm{w!8IK2a{5{_BEPU*Jf5k=WWgk$0W{uMEkjX zC2xr@rO|A*PVR!_6nvFdr{F_NR{Mx;#=)W)o6O_Ad9Iwd6+K9|hs783gUWjRz>)E( zo8YzHarJ4}kwtH%`)V?!=I=yfz&9-UBt70QXyX(Jq$*s-!wnd4F04|iDeH8^{aYOv6ve02nEEJBt_F!|&>dpm8QAj;3A*s6K^UF-?#a+Uh=#8_ zGga75AjxL__bxfF(0l4oz0Gg-;$K?1l6Gyh*;kBPV&C6Jn|Jy3nZEr>{%;Dnn0w~$ z;n;z%{U=_$g58;QP>zSs!mCI1JD0WFvUWE*T<5rNp>+=}vnKI<5id{9i(=q3_lbvK zPFr4-JNIcM>qoZ3*gP}aGLO5gcD9qY9^87ub0x2sEox+rd)`PU`)fDbuZLA?%-zO< zxtq&9^bdM$NWSJQ@HG2P7DvDIc@uwn5hu%$>v2dXw|G6WO*DQq!Ix(I_*GtYA&ZZp z?bBMX$}4_><_i7a3Y!+9%y?dxI<{r)ZAQ*}F?o(y+<}&b`R@{A%WQTnCBnQQrpzHt zo}t}_>4)>U*4j8nUpuw=G^zKp>GfnB3bhBZunUd8#J-s%?rY4hOShYFJ*%M(bA>Yy z$447Ye$dw-RyY9`O)+E&du*lmSnSPw+xj9y)Id`^^V>xLu!z^nA?xWFlj6aF`nMYY0cSk_v0-Sh7f8T2BC9J7~8@2sCj_fmN-%mU`mP8wPUK4R< z3fWV8<~EYG@~sGM-si#pX=etXAI~cm!9Q0SzhTpVWS)SpsXdb_h-Z=JHa@qFhir8I zXrt{ndK<2v)MZS?p;Y0`_1`S*9uL!_@M5}NOY^`L&im3?_v`--N4?DB7VGCOT=`H0 z${pv4j=9tEXV`ZapUku6U)dk7zyXUl9?8(HI@)h`V(X$tGT~UCg}@Fd^faP(tDg%bGI}eVvoS(VN$Qct+DX_N87bv5GKvR z`f&J?g6Nx?K!qXQgXFCpcRnmP8-1I?WGKt#KC7sm=E1Op!m^Y)3;^2{vOx~hS?6-vE*Rpm|M{U6W_B5;kg9AzWkn=yZ{~tJ| zLQY*4-j7A5^V^+zzCnLk-|~)_@g5Epp?OCBwXB+Jt_!sOD;8|9Z8&`PCFw1&YKF11 z@!>hXnmO#5xn08;dB5L0MS9qgU$A#p-!6rFW_pZv3__4De5goHG@MQKG0iRN~4W`v<=f6gy zA@GZx_7i_zckh!shL0WHlDs`wE16<8I&uyqZ*;_3*rak`Z(g2CYq{rsNF?Y+t|q*t zH)&4gGZ$g|1*C~*O~=zpBE!vkt%xma*f^uhEP5P`r^zHR1y-f?o{S~mVp2bC=Z$}1 z(xg&CDv~#3r}p+GPx?03Z(YUYM|poL2BiLEt~1_-)$3R|5~hE$MHPEfOXD2T?1sCw5Ie3|BjT)T&}>M2U+no+Wv@(pYXdw$hO{*hl|92@Rrm)OgyVh#$+P85*pQ^mb#`F z!K{%MQ*r1ftyN}$N`4n=a}!S~%R_pT>zV>NRu}L!b4hzayDsUz#j6P-Vlu0IrQcT| zlH5DV5;##`6WAteHeNP{WzIw8g19goR`=7WhO<64${xus6YZY{pQ~v%hs0T9a4ks> zz^YadzRk5ns(tnpB?dcVCJ%TMiigno3bsrA`QHn??i|+-W3c)t5$!xNF1Y}*R^mB~ ztBPeCjOfoA+jbP-w1kHrW9vk%-%HM8aP)4+Z>3qP2%p2BlKDOr#m*2!R6h2_&k*KzbXO4RAdPJ_wu5C1&aHODecy4ATua3Ocub#QHj-{khq z6RfFx_BF@Uqg7WDXYOz^B7es-Qfup2DBtJjcRb0=@4Fq{iw0eB_$m>k4bEOva5b8$ zcBex06K4#fZ>qN(NUMt+pYg9ami$Y`_ndv2-cxTQ?*}%K_Ak zc?s{oDqzG)Z8dUKZwT#V=Z41Tqv`oHS!!U`MyUT`>i|64j@8M4U#dXDds!pTg-_FZ za{pE4?LR^^i$w!`iUZ3jo0muDE+f~NA z>)B!vEmlJ1aWSd|R#huFzYm}JnlyPAupMg?7gD1*tF4m}=Mr19W?&zm$Ix^Xk9yNj zR=Bls6}nRUH~3#4S~rq+Fa9-v&^qWJ29c4hn>8>;;c7>IwF1{>==nlN=E}4OJ6>&! zNJh{+D^50&t}wi?U<98Fkv{w|Pxub-BnO%(c~x5d7E<^lVB80nj7O5K)1G^^3J)0Z@)^9)J4l&wPX?NgLPTQ_dS_A zv)Fp*-2}JPpxA?H$LOKAKAMnz4h!_)r-wT4Y+NfM_V(c8$udv|Dz|I#6z!L0=jI|q z9kTahfpH?&4e(f~=i~-@9vUMY|1*!?K+hAM`JsMNO|UlZ3~+68E2d-xTnUn7#8}B< zZ))c;@$Wx&I+{eojX_`V@8rGQ#p4R`@#pn_EDWdW>kAgTh!?#Krw_^9gCzCv_Al{f zrTCTi2KC99d6LO5Qh~*jGbz_x!+Fxaym=hS>(b~OewK^|Z)0NCex86iSBoWUp>Zs~ z>`aEEaB`mCWFL*!E`n<}+{&F{<^^9!(rrBB7~k?vF1bP;;s^NW+gxWn-Ncfw zYT;m3Tg=+^^?nPl91e@*e7#X@dcjrJ9v+t`ugQJW5wev@HXqw^Fa5Tb4iTSHL-GYW zUhcPvc+f$lF9w0n#qRCmUhbh+xvo7Ia^q>Wg*8(-s5W_5vC&;5{E6ib6dyNf_XFsB zN7{F3{x7C}<|-z$VT0@tXWfg#sgrXBJDv@>c`z72r;8mEM2cbmHqmx9E0%)rjo6#Y zR*UI0ip^5}qq2UE5rv;;NpL&xtD!!R9&KuSS}S*`YgT^&rCy5dM-pzp&OB*fH5?pZSr4Nzf1@4`HX~TA4WA|G|7Cd`{8Z)mpk9qGPeGkx}wWeJ5%R zr)fjzC*O5ltlNS4PqE{{d~vgQbPTCd-}y|wJlOZ;eltt56L~+O-$d+g$?}cZ|7U)= z2AUg0urK}XDx)p9%SP8T(@mb5H?&Aa}h zwEPe@N4XB_jLWmgG{WCcMauFb%avMd#y5K4)!igLO~k*DZkMuqvfF(xw%noT%n(ae z!{oca4%gPv=zJ*WK5{f^FJ;wa$Y+VyHNW#lX^DYi$FK)A+k2) zr-HawL#sd8nwc=G^nNNHAL#p~`WZ)`i{V@y<0`|vJKL=gHSQ(Lp|0~*hybUP?HO{9 z)l*~W-BJ+uQl)kaW)7v}0c1G>2WA$;>oPP=MuF5+enOPE-kF2oaSGf<^M?PgEUZU@ zLs)z*COwK%lWBIQXkQId5Aow;X_UG@FVHAgvfW{IAGyakvLm1FXv|Gc?f$%BlNdc3 zj+sZBHH$U1w4XSZ8Zzr?wFVQWv+zQiEw-f^%Wi_tkp)iPi4c?MS<^m%n$Ug zDgI?$%x*SLrKQaG&AXsNY<9B9{TF+_L4ytA^K)=Xez@alTTC2D=GG65&7JvGX0ufy zZ#VpJPtJ_?cZrNdIID+vfC9RW>(bQ z&RQG9uu53Ai#Hd=jr+8fEcCzG`Ze3!0{zrD%u4UY(7%@Dvxce>J2uxwR`=Y2L8*S4 z+GzbT>M&extKDbF*Vahz2n+2d_cNmYEjXKZ+W$e~Ft*yw=H>NuDrr)Cb}Jl`O=P%j z>v3xjZ1#s?*1erUg3mDRa1vH4@Y@fa^EBCaiSV^Bcm%21vGRp%J%|L~^YQ~Al5FeG zYU4{=CW-l}2>6S(&VfXt#%vn&#QChlF2UEv(eMLacBkz{T>IRE1y}ojzH>4=Y=)8h z6H*i_h^Y-Q>{{H|P2#I~d8(nF=Za%0-CuF$yV|c%Fy@@)`~|F92?sx?!!CGS&M)tT z#ZUCAM8>LGXpc!>;=>X)o52dHjdP0c+a0k5LaQ+>PwJ|ZC3Br-!u?s^*9M=?*Z$!+ zeIvwj-S*Lz?v)+n8P zPUko?nH<{qRtKZ6(B?={@iV@cC$N9>>a5Ve+Bm$<3crlk?LN9*|Gt@tseP2YI?Y)UjXFt}*7Fq>Uh#tEXh2KY<^8$ImXox;zic742E{c!v#VlX0MPHfwJN zoid-Z6Yoy7_m!>^CX#vwuOG+4E$vI?=8i1Tl-`r|U(OZB`{e)s+Q(Dv-;90d;9gVh zY!_E9*T-eBJKxzSIxFwnSBpNsVaOx;OHIVebZaJlUrHam9{Au?ZZ67HVvYVJXHAF8)v#=6h7 zG?sQ}k+_q;S3>nPyz0wymcir~n4aS3GqjyrDmU@u%dj+SKpvpWa5}w-6)(VJoCuM* z`}Hw%4U67E^Hj$;7%t;za1u)#j5pnA_908%rj_#S&>u!e_;wQ;&!JK3DfA^%1>av| z$5lKq)t54oKPj%ahu(fz`yRGFtKF;#Y3bW;$c@9M<-B$XeyoOX_*s&K+q7}0vGqR^ zKV@qv*!@JS#^kTB-F=*!ieZmIiAmvY$0Y{ zikpQ=oH{Z8inb$Y&|LK0MDr4QIhic+|5Uzt6+%^5XTJE8YI@ZjaVxI$!H%M=eh2ire(QlqQ3C-{Jac#$$igPHi$wXZx>Q zYaOrG)D%qym~Aw9l8mWA@CA8JW6`s)rI69+H@*Jk`)ho%4qr%x$E;!;Awo@X#9aHA z(d%@!NHyZjk?z2X&7t`(T@IteVAz}v?H+nbrlrcfuD|QD*J1t-y@zOJw!O*hR7Y!h zmXz$n2l1eW+8fSulJ)i;=x4R_Q&7sP;-$`RQNW_RXw*;}TWRqfA3p;!S&MTCPW=a) zR#3YJukUcq3wq5=)FPyP0A8ssmkN#dL+L_Co``p;Lfur$?_uQ={P88|UCZVr#f{zA zHPHT%{P8FLGz}`rV^CjfKhZPQQSy9kKQ^19pFdsWbs_a1kj^uqeQ>dj2-Oe!Z_@tx zqRhcY=YCjuI%Gf4`@u$$lO4aD&ePcC7F);g_mk+G$|eIuzNPd!+W*Yxe1mlobKdv4 z2}w^RUk&{I9AAEe_`?`|I6VFmV+N3-5RNRx#kHgysFmx<{G_ugIxAVjI^aO+0t_N! z))h73t*;dDb_SN^4e(C-e+JJ{tlWrXRmfZp_cHThJ$Y){{~h@k;LA`xle+hlX}J^w zPSy6g;>#YA{sxI*Fdk=5TXq}9u4h0pxt~*eD^FUc@%mm+dLAD#zxd(;&rCM3BjHsO zmrFY4J^DZC?COp@!?{P$A$6!G(smrLpAPrs*m_EV?#bact>ErC*U7tR5e^j7i=^hLTRzP6-(s3V!U`BEs`5=FD+7arvVR{V*3`+|3y*Y6gZtortL<% zOR*`d!LQ{*KeKc%Cl>#t)aS)aqnQd-c;ZjNAsn#{O0av1}X0&Rcgz<&i03kMw6UhLHw<&wIeYzE5_eq zx6H&ZO!ql#vAZB5yhM)kMed()Z<;d}(XgfCPZ8hxLvSN$kK;)VacQ^FP-Kz}lh zY{7%8SnpJp*sG;$cahaWrmAS_6|Tq1Eqb_{CuWq+e9qKL zJdp;oM1#L^uY&V?>*FH+@D8S?UTW^iQV}Tg!6Io-C@t6a#|8Q(OIjD)ZH%*1Xt+pZ zxtY|-l6EkT&*lvq^*u~fdz0mU!jfxQq7qB>5np#e;V;KbWyjPy@2ma1C4B)-x6`2( z7BM*VV+aeONpB9ZSQtnUUsMO#eU+i}XK|?RGkABNj}eN9uiNUUd<1tQY(B zr}02?hyRreEPf{xuNKi-YccPnUlIx0VN|jdw!+oRAUuK{$Fs}XHj zL(le5+{j`V@{ot2xkcLzMS|OH8^$ujY)_@j-u^!C{|J0ZPP)vnoa)#-J#LRTj}^qk zr^r^EHy*?Xlk+O9c*FnSv1YfnvkoqKy}DulAhucWe`k`sZ|gc&D^H3>S^HL1%adSr zvEJL$=3OnkiR)9au%tMdOb^RMlGtD>f2m&(XIrq=Oud)(d$_Z9==nfAT8z_&`0cC5 zXKlGh%MXiHwRz%&I8hRRZ=k~*Oubo88;v_l{C*0x4{&ce+obwNUo6TBnQnT$KrBl} z&809uTZB4{kF+Vcw|kh6C6ixr^`>S;F}{^qa-;Q>bu};Wwq4Hu6w^|NC;a?CM7UWT zm`wYZdB{3)-p=zr&_}AH4isI!&n9!mn!a!vK+;ZzJ;|K=;h>2f$P$eWI59C5Al zd$QFkoZZW>Ul6TQ!)Q7QHn8OqmOhOXJH(hole~XTy^gmqsvMb;yZ=+8(kwo935!mE z;T6yt$M*m6o8k}|1LyB?>n-xmhG}n%Ta5GnYNMoM7HYRKiIZEVE&JzsBr7~x6|{Y( zzwP0>1kz{1c&5D<@W67mo&cH5QY-A-PR5skYy?tORGL>Z~ zk@#WKT+EV9^^vv3Kk=Vo^h-^c!F-{RNVnJL)ODJU-S4;pxmc0(v?(NX-pwAXK zld5$;^WfXa+7nNXB+)1mC4O$w+DiUY!Pd^$vQ59qaBvg<9uKh-X!S70q&nQyT7Q;Q z2k^fCF#liYW}RX;S86wEV>tGG&o+Ou-)vi2!Rja0T5bOhQ94#&CfcK^+j98^2UR4^gy}-qAR+Fc-c{x!#j8M8?>AGT+>LA8cLgSr#BmqpmTE3B}4qtj%ulg zFZkN`nAMiWR`QZueXR2BQd(pN!*#4&lWji~*;378kX|Z@mBm@;J-kS6{>;uFs^=ql z_N92Ul}_)F_+=XIW%JCiE$#CX{P`JL6P*7J314EFU3gHKHZyTN6`GPmFg5?0v2Q6q zeQ`N?jAz)AoPpQED4FvXVN^4=eA@_^N)CCqkSdU^#plc(^7ky?T0f_W5vjD;hYlln=9Tbm1*zOC@27=s#eH znI(H879=;>W0=;;`0xhoi{MRWSLKcAHLU#{{ZoUhm@`K?{zvRc#jw;W9%}DUJuRZ? zhje?#-?=<4^ANUbDRWD2!GSk%cz>;xWyk(Jp%129Dq8GvZZd+jA#3Ko)^TR44A(K@ zG$UPMe!7I+k|Fr6g7}mwC5MT*naNv^r)5n=3!}r4WE!i#dJq__r!9uJB-zt6dX`Vk!MoP(?YF}&>wgwQ&P+ zqz>6#+DxT`&uLUlytv-+t;uzs9=Ee!=F+rgvGd^AQM6b?rYB%_x~HYqGuNYpb811qF#XoETjc^zc^a3;@y?I2;bqdLqV7vr zU5W*+Fk&`?NLB400jo{CV>w-_W5590e}{QDNS>+P5k|5+{hE&p$y=}mhkt|Pg}f_0 zU(Sv#*(5cWGNwEu4lLDXAtPQg1LWHMc$&<^)j=$>2K&1ijb>@%8CFY;(q(wC)AeFM zynIb8d;|trchb%|y$a%M)_#}e2Y0#hyMV6Uurc!ihuE7OYODPIK=+5pTZ!a@N$@cw z?sEP!?BC4Rdd_AOdzh;3P+^S4pt9`ZhiZFAs|H-)9}ajTv$VDpFl z+-GlUtULv~X5_t*-l_h%+_&{4KS_K0vFkgydYkr#L9(hX2jWWVtDS+zVUF{>yZ zr3UPJKSg|Q1Kp*zCL>F-DNU!z!7#}R*m>+y!soT*Yz*Dpn+(K; z{{tK{19CV7@&<7#%~#OuByv=Q!4m}$@IgmaW35ZISwt+(yO+E@%lfaZn(VICj#|vK zrAOfW7#3x=OEUgJokQpa^+51wFCzYR41K=a=+(EX* z#`9E3?+^LpAu8hUXuT|PU0f3W)9_(2X|w)z1}Sp&P?fKYqS3x$;#Ic)#?w|~-3Ro| z9J4hfovWX1?31WsV@^d@PBqNr1G-m>{~Fcumia~88X?~Hr11vq zo&kpswUF!^dG|0GTC<${xTx6%)2_sUyG5ds;z`!NH05)rvgIcJdl`KbQ>NnHJKDLM zRqr*9uEEN+VrKGGUd`6k$(cE7e>-zM4=QSV7q)!|HmT^9H!h!u5uG9PnRs!C?HR|X z@QUO4+#q`T=a5;pwTtD@-F_v#- z)!~nP{{lQ{=-XGU|AYUTXI`H))3nr-KPD&Ln|N~}mQG{C>6rJkc${}-75Gzgq65z?FqC>jcjdd@nVF>lrI{`TUo0q_UV?&-KCkG;XKu!GkezvvF@-OlZdoFiBd>>ZK_1aCC^AB%%l008Jw(PI8r%?1K%&#MUHAhMe#^PbLpwn@W6bHQaKo{0P0G zL8{YEwf_UZsq?TypM9Wzp7AK-e;1K|07)Ljgy~wV>iYy}WKP~7h~;_vY#i%Bhc4tl zji-NyInCMg6ZV+yh<1Aa6mOHWbEN)1^;;90vj#s;?ee_fBHq!HeEnfGfxlN2jhFF{ zgQG_}cO|}r9}n{Oe^{jwxtp*4%D~L4B4;P2vGsynrVi;eWDZzQ}UPx?2R7 zOFHsmn6<*&WN=8Hl}oW>rhQArszJuhUby}|zq^j+#aa6ietj(4B?I|9j9S8`sgk}H zf_Lblwx0U%$W##jUSv!a!W(@1+i?>y^#jMvcKlH|_L_DUYQKoTslDFP+575onV$Ej z?Hbm73fAjb^#Pp8ESiOoOV*jOT0ICdk2&XW^5^->-- zFSYZqc8mIX8-{sSG>hI<3P#%GJbr~;kAQ0OlmF}NJoh?)#c$%%pKHAhufCTInTI?W zPRY#hqc(4J#J6PF=5HCc`NP>Qur}*YAJg7>#>=r}NDkCr#nWV3_>;$uW`jZ64QCE> z%pRz;bjH54yBq3<^Ya0$^q-#}NH(4vsm{}r<_mo8Pm_*p(iPiEvB@r2rp|RQt?x&R z8{jquo2%nj=3n2W#dBD#I0TQO!91*K%}Tv_)zvUvM`r8k`MH~A;S z@Ngqn30l8_KR46-dER-M`2G(MNL`MPSgeZkv+5^TFnh$T=g5|IV}s$59B~8vEsL$+ zv)3DX&-$ZX`Wh})PhqvJuB`{}(Y~!9@mfCLl>X!OzCUX2He1pF!xm`7ncXn7Zt96{8nfEi8He|~?0PnATT%sW1-fDg+Y{hrv9 z+K!EI@OP4zDj1c+(wkw?PYf<(v^bItPR6SxdLF>D=R4;e674nO{AcfBB1G1vU(f32 z@P&W$lpI>kFr*6`)x@;#3&ycq#e%%?Ea&V}xU>x)$MVl)U~P+2uV8oT_SSaRaH!Ap z=^UPMJlQ_eTL)43bU#<Oz_i^iZ4JTlh~AQe-V}*24Ft`_)=K4Kqiv@S~)B zMqC+$Az$&=Tj)`phgW9*POSSNTj!ZY2h85%O72|8J;c6~SSK;^IS717!i))jVQTJI zKBU_nj+vp=dF+@jtw@ z1-!kHMV@qKAzXZe{SU*tWO)BrE6D^?gnf?Y<9YJ2pn!u7Ao#cQW`-shC_ zdkw7Sxl*WW+t;>k*6uJdY_q-1$&z{mzxkVYn=`TD4Du`yE2`t#3f})9lp8?ha=g#V zz6oscx_I&$a<+^rz_&>@tN^(@A>{Tprfnd@Or|uBin0u{b}jCo-Yk`w+N)@= z(h>h7=}y44n!YfAr<9^OiYN`nM1v$1Aw{8N3YAKc1~Qf@(nKRgA!L@J!BC1)Qi@WF zR1~5Np)wQl{D1HFf9`Yd{l0Vd*?X;by=(1#&e?nI%qH1@eYf!XUHtrPb#34a!|=5j zZtTLdh1$t3p$#x5>tFs84KvFndG*K9zZjI7;K~>LDdU3A==}t3vJZ1tXU-sd30C+E zVn2&QkJEV*$*<6dXAaxfkWOEHCp4Zej0@hwhf%J~{_F4HQRX(~`C0Z>$-V*ql07>r z+^mj|An+1=nnOD4F(-)V*R$qycF4}X-Sl4dwZ8?!juH>@j{7!9l^|_ZDCH?*3pyMP zmt+z7sW7JRZ{+bH?29@&7Y`O;K`Y*!h?QtR&eboo!fqZpsle{*#Mpg#(f!)a?A`1c zTc5Y@phXW}`7f_|8k_cWbR;XKh2KfnOYhyumA8`bTcwsjsxiznW;`BV6`Ur<$zVVC`J!1pko`)N@pKy*yR-WkS}frm zy_L%<=o7HvZ(jQVpI)b}z4$`jcr_7g2jP2i!S2A5hOo{Wn$axz7^&}sQ0_9bcTZit zUv(|!{YZANY6h1cGz{)%i4&*zeuH|S(MK#~h5GR8>3c6V90ljB3hh9S=lzxvBQw69 zCcB$N3XVpNq$pXt5Go|I>$MzRGXV{fxH`_3aFvo7pi(Kr_*23Qrh_ zk2h)QA-cau(kX27p3fuTw-Y};#;^<3*hnO4uC6a>e2HTxv+NG7wIyG9K2=Sd&p`1? zHIycOb}T%~1XttWNy=PGzuYgagW5Ja zkA~KFxbbIU1X^2^$o>;s*`( z>U6%+K%Gak*+|%4!e4&C>tyA<5%2cGq8VD6qij7Ix081)JC7&%Mf$l;ey73xDm*%h1TDp^SM=f6vg_U~*hIYi2rHViaXGrZgvr^> zIqN}|X*nxgGH?E2u`hXdllSrgRt^jE+UP6Z>o1Ny;i_%l{&hzbyYE8Z_-_h10%$ko;8aL8=xFgAq(vBRnpq{*)%^*}vO}lx8D z>66U=$shiq7*Y&knOSwI|06JVl6ErxbOh-haCee94Xtn{{qqN8{NB&SSd!fQ1C_~} ziH7RE+DN83CjBnf)PUP#Wa~l78%S53W|#R^hgVz-l?B?#s_ZLyP_k&>%tB4@sdFK! zEQM&+9e<0tEgf&k;$762=lqvw;aseIiItMsqJnz&)rV$QVb;1ni<_6>P5dXBst<(3 zQ1;F4Us<8_sR)rhu=1q3gqXSmYMHwd*^Yx!_Cp_upP5y%(-ptCq7(V@EwOhQW_F|L zM)mI?V-gLB+DD?%YGs5gH zrme*7`F#E;j5v^X*J|lB7H{eE4P==VL^aIhGhgCJWtdgbMlxD0gkeQmY-NF;^m3W)v5=P@V{CR6 zUM7o7_6j%}{(oRf`m*dGP{cL4k6uNetO-Ba->kd(PV3*(t3JyQQ)_f=kJnj!(T)xJ z>!*9-#|pJ=)enqQIyom+vG8_iB=5m3uI_{XouJl$?H*F|M#$~ye|P*X;&1jqdO^uD zG+C&>d{lcE@qoIxox6=Up}4P7+m)ZqCSCDyrMkOd-wo^*pKSzlN zmG$xt{770K!p6x)K9^mx2mNDE83pg`m4C(!?BEZI}bt$FWDJ}+=I>oz)) zbD=A;x9w(UKF~j}#M7ksp!RSt9B54ESG1k|u$wwrrg>%Vxwcd5D{eOcOU&-># zUA2j&T9Bi??_Y^w*TU^y$Zzp&4zK7WwzMYAw=Dj+pX991j@5&)s3`l~#vd|U<29Q8 zsJ)BT)0J+2iv&Ade;gh@!j|hrqO49^Bl4ERh0IoY9p>4M`c=OC2A`Qv``bj}*I>TM zbvxNK+0>R7MqZVmo9BmF`##VANOmtzxq>A=5$&=juq8Xa#ukTR%Ou>Y>Qfnbw1VF0 z#wN$mBK!6I1+lr>%bbV3*x?QlV-6omCjUEF^-(sxn@!5G=`(oVgw^lD{#`x~g3e*0 z!)j%BJN`2Zy+DVjG4Ut-?9F;vmvtRmeT<3A;LwV$5AyAu?7v98Pmul%-0bLB5s~RQ zR%=?|#ie+CI=Rb;9Ti2Kr?B)Met$WCDTD88wbn_Evw3?m0Y9(YK>Rv{*BlIm(%6(0 z2I+SnCvj(2-mDL+N2XTn{Ik}tCV9@LXE{<#FAe1um^6l6iiy4tvr`G*X3?gJy0f}2 ztB^*Cn**`oJ>IeoVtERa9QQx5;ZEL|O!tRiZ6~qrEgEO%ygcoBA6H%$0g@A;4T+N_ zte3Ngh_cyNZy?_phf&LwU&ud7(_=J7mQwO4teUBGbKKuiz_>ofP7}ks!KtXS_tX3X zEq>-~QMD&x{V@4t^&I66BrC>C zK_Pj|vpZi4zT45+!H#Bs%X7q=+R8tIEo0R3I}gjOv|1v}0XR_A(MhB}SKQf*_v=X1 z5pyy}eKm=?lWYnvn+}n-(7lfZE{AkuZD$@{_VfBpKaw%!ZS4IiyAROvu_W!`dotav zccyb84xAy%t)ttW?2=tNlHsQlpFCTQlVQ@ur_7(I&4$Oa$!_xRrHyCQf4H(e;dmUh zx6CSy4o)m#xcZ_IhTv(iy_SV%#w{O zaq@ZyJVb}F{$~%@SCsrz>nC9A)pRUP{>Ml*QC&5)oi|>+)L0W1N6;znj@q->=YDFj zOjjQJyBeOrr5CeNYk6@G;8b7Ngdx($4hw=LG7S6rEw$q`VxiTkUM&2~8 zV3(|`91ZzL*&#cm$D7KjaX4>y%+D#L-CNI;{HPCO_->vvp5MHP&DpK#Wo_??dD(gR zSXSsy&dhEY?b|KR?LmWw=+++Q7t%HH`XDxL<%&;OaEl1>7#?=Sp6v8ELTk(5lacfR zB&jMQ+(6$2r2C7PwQ+6cOEl3^U+883_S=jF4)?oTOt^(+B@3gG`J~H}=1ug>`}<^R zs)@G;v2s`ZUazKPR~=5#vYhMA`~3}^a6V!d9dD#==4>SM+jS3;;V zCOxRH$&R(#mFwl&O|+Zo=PoQ+>`ZT^#)wXxNl}?ktfTE3=Vyp?N5dd<+>_b0mmX~e z+aHJV#o1w=<5k4`tHg$D;PxKQRCeVg=f1{@u{dAR(cBsBt}1pskENTf9@hdavE^wt@9@-n?Fvny8&-c#|ik z+g;UIxvbDE?Qb`Jo4pK{^Qro5)Rabj=`-B*d0ICR%YVek=ipI>_l#n*e&S4Klq8E= zCAEzsQL-C1g5oO}cLa1Ak@zs2I+0)GK0EuWm0_*l$(ASfCzB)DxQFwdYJB8ZT2}P; zMBe!(4W8%2E0xX&Gm$3as_b`}(xqXZnO-}2WHD{rL#7?hJ}ts5hQyyFew-eoeBOc& zSzDB~Lr3wLz1h5WVXT?mRA(z!m4wN-$M#SrR6 z>i3~K!m;nvl&n#&vB-XUt^-M&8TGZ;a=V@;?+BixbxZ8ZGwj1)lewjtgFOucHY!)m znJ4)10vKJWN4ryhGX>`|ayY**mWw~1@60%w7iI5CqSP@)@_*sY+oaz?&-3W;2J1~% z_a-Ip_P+=wb)rpj-(@A@U?tALtjC@GMx;3&+vbS|iy@r-GWv>6T}0ji>_3PWU-ACr zTN{iE^)YKYv>RgH0@i&Ro6f<$?j$S=mzuDzOy381d2iZf9%en>JO=|abM-RzI0S#P z#^lUGgvjinF7$2o-&nXWTlP@4JG2)&o7qd-l@GT*#DVs3$e!a}=yM3f&k`%H z;jf=-CvygpP5)NC!4KH;w)RK(T~6bY`oIg={vbSUOZ#NL-Wx9l=}Z36W8bRo^3cz7 z!q=R82(tZ^?Fid7ko^A+T#v(fNWqs*G6vYHy|>i+8~y&mx%cTapSR3~-d^Oo-LdVg zeK1^G;YB@6%J}VdXeTprW;bSiUor{YMgASik04VwI{%};?8a6T@#Q0ake())46*~+ z|M%9*d!-t5yp(?Tk?LK#=MEz)AojrAbLsIWzevWc_g#M(tUiQ6Th=>Aou6y{3l_^h z#pN-kgHk&%qNcx_v7^44lWj8n;8ZOq)9|m_Pqx`&j`U#5>_s+~{?*}lt&(Htl&3=3 z|9!CQr^2YL)=tB?>?oJHD#;h{I$xYG4m?Eb?^vpZ*p??Cb=7vJ7`+NwbD%bscl?Y= z7i02dwpfYx9o7FK-X$~mB<&=tOS0APqT!orIa2LEKyZS1x>L!Ec}#Y1%$x73EdP+U zTfsGRCaxFzANG5OPusOLN9jmEi}cCF_zU0ofX^UJeBC&}mZZ%VU=>D3Mw&!B5($Nutt8!jD2>cPI3rhgZuda>gha5$8m zu3(G0B)Cg_$?V{)+5DLni=dpjB+2r;QB2xK=QnA&Ohn1*^6n)5P0g8s))cavVV-x% zdHehwkI6ogUyGx|Xg>gshqKGCY=5iXbE9b94exgFh3x)53ZMFj{8MOr9Y$re@&G>F zLDDy&`d8tuJlPPkb}9RL{>q=LV@er*khQPfN!T4~c`n%s`;)CVyP1q*g;q4V$SB}z zI^ODg5vUd=L9)KoRWffSN2&8Lwz!v{Y=iDah1ixg*iEqTQ&HwcQYRl`=H2{B$2Zis zNqsX4{(Kh;(sjY%mkHea3$~~{wlk8b2Hc`N6!N^>CJmryOV85 zyEF8VXF?}4Qi_WaXkI#+>OLo8~^lZ%LIZ6K62Rv-DhSv&EaN!m&V%gpzhshuZr zr3Sw}ll5ETS~2l1S$4iD^k22vc%k#Fa69{D|BO5PIDZO`j8dv9+kODwJz4oE@;23O z6&fT<{e%2HPsmDO&qAmUWViqCla+j}dH;HrR!$&yc0oUbmeXl6m@Yr@vr+0k*mbpd zY9~0}%NqUYvz;Akz~BLqC+m*0a_T|Mna^^y{oRMwo7ws-UUDRa{=?;2II)i&rWuJ> z`K?6z;|q~9t0(f7Y!-hgCi+eB`5n^i1FPS8-Ib2!Enru&pYQWLEwmC_vU7QVeP&i7 zJWuN6T=|R~$?CcYm$UcL33yW$CpNRt$HsAQk-vece;{UMzm=tIzc*Z-fZ?5DX%np^ z`_1Db^lf;4oc?nWOV#ALUA5eqbX&3OTs~Y%3lkwSP;cCZS01IE*>t)DQxAnmQFY$$ z>at?>c)qx*5Xa}jI=Sy2?@jOeMi|f$(Mh| z$vZ@mg{*Qcls52}WW&g=n7`@QvXZ16&NOso)`^GxnTz!mo9FH3OcqZboVi%I33AP8 zc?HX@<;|zUXsp)u)mpO0jHPErq1Dv>5o_0leO3Zz^!lt?vLDScY_X6;nIH42dfIFC zc{nFeMQQDp;|*EcIoGGdN%AB{{DKFU@W^g#^N;Hmir@z;(SaYWaV)Ds|5YNps6CF^ z+27^>wz>wRW;#2Vq{oXQoz$6GPo0#03TltQ^H#P0EeejJ@d+>+h?~jGlU&XN`R&`j zO@u^AvOmX{xAB_A{AZfulhn7AXSc$G<6(CmMBmZ&{-VR-?6^=ws#sw8CYCry&sjse z&nmNjfzN}WpBdOU(_$xIdYf;og5EGl6roQtKHce4Lp2p=rzPtDQ#*NHF;S%JDdO~i zN9M-o`N>5Py&EU8F7_*J-N!>ufzP3^y%(pp!9Mxgc4AU8#AFVCXEpvw*Wz00z+dNJ z;!5`HEV3S_C&?4~WGx$lJ@3(Jf!MSPi|VkzF5jPE$;%!6gDr})-vH>3)9c^L=RYCA z(d0RVEXnASoR*`+)UwKE=Y=M0eG-0T9mjEW&3vQ2v|EYO4`I;lB34fvdKjLwvF<3? zz2{TLY{S{PG@a|fCHEegT~L~@bSCLAed`91ZZe-pwvgtosIHZ)c)L)2x3JMRzIY~f zohULq43EqBKzh{VvF;D?tj*a@kJIr#E3pnC=j%|;OxfHs+^p1AQe;-~FY14XhS`NC zvre~T%5hkiwcFR?{i$N&QEJJYqq*eh&F(b)MDJrrcm&;M>h=1m^HH`Q zh96bcQVTW*sQX_&^n;V6>i4)$FdtWj?* z@%?tS9*=N5Pc8c6X?Ezye&`QF?i1ee z8M&6z;vpWBJf-8Y_ZR(12{mmYNq;sw+s}zOzX+SNPthdt=MGlLbCu-iDT)PSNIM*& zmBfu#{obmF90<+par0oj{+1{2p-=h(|Bv!5YcL+CSH?WsY4s^-rqW|0pV{V$5w3qr zglVpY<+$}WzBX`eGl+gj^A3FN6?R#y-yF||HTZN<5?1v&>twpIe^yhKCVSRM)^Poc zt~-klc4pz^UC8L5C_jG=vQHPr+tc7tOH{j#MTgOIqwA()Kr4D2=*aQDJ*Q7PM)XIqM=gR6}ud!Kfx-ei!RAlpLuMn zM6VCw7=Jhe3jg5C3>r-(PYF_G*V{*Fc0C48SLRy0>ji_xxK^gXiAFr^c6z*zOQrb0 zOuYL{jr*u;f3|H)qlJ9)URWPPnyk&aT)fyyuVimJ3(94*aw4R22bMWDx8us&tZ=TH zu3)hP=#sa2WqH+3NM@#K_P02aF3ovK@`Gn)dh#1KW9huT`%7D!3NgPa{te=}yR`a` z5}7NJ`|uWGT1Qfar6;gw1K8{m%d+}(r566CaYi;D;aK?aukyE(V1H+7uw8%tP@e3M zvBA9}(3M!1JjzYga|;eM$E*u^?~fRBJk4(8C7D;ar#SRB8Me@VJC^=RlEu7Xpgy9q zsNK`?32Ze%U+_E3Z)f)p;dvbS$KZKp$v!9MZO~RSWM{V0^&(U&C}!WdZfx7e|2k@X zn}(VH@+X;U(IDE5ar_+YTLzu8MU_b`cm?hZFn)NL#s8u~_Bgo|E?I@&3wPRR?<2TZ zAbs*m{Xx4~`oP>n97D5NBG|F~Gg%F5kh~9Xdr#f-9qU;ro%KuiJ6jZj<6-!fzm@eS z>!8>KOG?vpEdWIe&Eg?^EG>9wor2Ge@4!|d3YIpbDs2Hz|IF_Tx%_4=is+!@;sJp)mB^m;t}lEM7*C% z`>aDg023$Ex(aqDf5IleL-|}Xr6gPP6|kJoPI-z{5;KxNcr291lPtS8&2yxQ>#v4S z7jgbGwe5*B9a!Z|SlmI%#{7Q@Ngg8m%Z?0XsRvxQg`_)`xsQa0vqxvTydb7#kL{6s zzZvZFes%_}C-BTaMUkv-e}!*k%s)ffn{jNXC|LwIPR7WC{GFl27A%t4by-O;hi(57 z$MU2#vpD{MaT6SCL84;x%zVnubgl!DOK82A(Z>#2Xu?3u9#RwRqkZ9I9k7 zlU}jg@E8D(n2)=`-gl zy9T#2JM9=Fj71oBJ*(H$>plsA!RmW}B)w^V3|V%GNv*K8k2Y75Ds$(uc4#Sii_vYd znm@zF|5)*9SMSE$m(-P~G39(3tDX~G-;&jCfx)kAbhhXho?hVpMBcSt`|Gggje_59 zC2yYd9=N2jvm>O#MNzaBZem$YQv?c(Ed)=qZ+ z>^ylb333;3cj0;L2-X`S0=0wPMiKB|kv)5gw}9*^bq+ z1JO|0UBKI3SMNZ!NM6V{G4Tgydb?tiRzHE;n|z=iT<`b!O!fUz=rJ-oA!Cg8xOERt zzFvF93w_A1BFR^*Jc@>GU0aU-WcQm9IB*LF-%tB0&LuLx>Y5Uc9IS_KhOf8z_MD&1 z`sv{FC!Un%+4noQ2l-3z)Tc$cYy4!axfSm^)B15%I?OeurQlGuao=^|FgGKSr}yo)Z;$yivzivI@#69(DeaJ zR~5fA3%d&zWfjCDd_Q}s*T+H{;CFI5v%^{)#zy=F*i%<;lemmY>a5L$p6wZPj?rkz~t$Ee%&hGadd?E6l3?f~&>G|Bw(GISb@tC!Mrph$5p1|G(zekARUJbf6>Ze+2{r_26X zi(x+=2YRwfZAYqRsuTUcz_xQEMvmt~Vgk3GI<{ivQB-kn{W)*GrQSQr+yK4D%Jwo;}xmqkai#=!P zUvA=Gdl>5#<=w?ZoAi!(vyi99_pto|7?A99SL!X=>KU4`Ox{3dR#FjhExU(S^Q}L* ziWg#Kc0F9+`y)7-6<%XV^@(f0;~Q6t%Xe#OrLxO0sRp^*s-+G=#?yYk)(p}!fn z$qibHtyjTve!(xYSKaPzBrte$aFd+lbe z*cBM~XCeO8(7!b$<0P$R2aoJ-^d(-7am^>V`;Ftf)V07h9URXdC+RKgs6FpL*U&rn z&&d;ejM#9bT8F4%2FVw)+@YdWeb+A(ZHCfiBp)lS=9&7gCG7YUT-UJU3|`p~i^kJ1 z89B@2SxNRfn6;L|E_Z5whyuefAUlC~hQ%gwXFue<*ta?K7x3^$#nbAvAHzFFlVpf- z*jqUDIXRL^p)0+U&AE;ex6*YU@A(944(4AaX)uE2wuqUTW6+hhS=-YeUyB-pWIf_) z7OMl{>U#4IkY7yxWqPU~p!73d)Kp6^{5eyp3!&Ex8}m$hg*Imw?p*(XcXnYoRgHi1 zj9Yzwhn#1??j$;9&!dyH@R0K_YVROC{a$qG!g|RmKaI3ISaF&W;!0)nO!PrGPE=P3 za^{W4sbqhQd?)%=+tsJLHuo8faLo%#k~ zXDR4@iPzb~D|vS=qw5r98))r05$R&`?Gy`|@RILYFBvGFg+O*O44TFH`2d{G>Y$=V z$^T;HGB#PwckXf3GVRq8u`cIHt+8YyM6OZavn*Ox^lwk<$Km(~>5>QRaaPz92iy8N z0>84FH@oAWsFvk)Om2nbRJxtCLzT!J#Pcw>E=yg?CI@Kg6<%IhiN5acPiFOddDu?g zGhErMBCJm9fAMZL36Ft&Yv`__cYnGr_fyIhH`DJ@ajcg=>57ple^&u70!^tO51xgK+-!tXcC%3G+)#)A!6Vo$vL*!91Ob`yB}SA{-x zj#`VeUl&ql_3V4}oGNC$qwXh3b)EXJf=Tjzy`-f|>ffUD(YSIpg8^nQkFsLKh4;2aKKxcr+b(*Vo!RZuC?l1lwhDG(*?|Qb)DvpO){0scp z8>0`WSuyzkh8e3xkqhB@w#ak@zv@Q5Yqff&2$LtXceCiPdZp_6$Lv3F3_UBc%@Wof z&A!t}dNBXnQzSl@wmr!@i7guWoJ`*@7(;!cmh5HKkgYP0WiE{x)AnLq_*(mU?(#Y7 zX0}f5`bxRBGJp6Kt7~Ynm0CBmM0)qkulkiwBqP^KsBPji!$j>w{gahSX7r!5d>4qdzdMtu{`h>22yv_Pi;WbD!EvWBd=evWo;6GhW7SYg{?O zxoNbynH-r}lf21294P~@itJZLd)ebFJ1(_UDmnDBzr*FMeKC!@V9C9Hx8ily8BP&Z zR_RG!z`FF&Em-Cc*XAwPpQ2E5I-jm=8Ej6D`Oh)*FC4!Si<&_{>p(Zb_(2jUo9Ibm z+vQrQC^GDZ$Sqj+3M(G(TuXN{&0#p*;Ya~^NXgdVLX(#swH_V+Op_Ruvmlz^J!R~l>ZiN@+fb9o&Bz0z0Asa zk3a8Xm&37VDsHdgC+}lqUphD7;dx3iffP53hb_gM8~E~6GSuB!@1uVeb+3c)Xlz(7M($wkr^xh`BUiw0E1jNI zvI_PmC(bDHzb&#=&|YWS9Ygw8S-7egaT{J%)#gYe(T7<6H&NsVB{!4uHZdVPzn8?* z4t{3P^A>nC;IVD}c7*KtET8p;iLuEFzCj%~ktKW9jVO#0=fa||vn?SogtW=1+LcCQ zNV|=El`!c@*Q^uSe#FdCqSyKA`+)w*rJi*!r7$>77IyT}rd5)BOuHOriHGs-t1rHbk>+vj;z4IEw>l#Pz^>+xVimT^X@;su} zPHdTVby=~PJBr@ynOJ`nOe*3_R;C<@m7~bCQ~YY@Tq1gHb+?7^`ARl(%@FcuCz3p$ zd|b^N+4M0Sd7TDX$B@x{2mM85tvBI?#gxfC_nSE16S|+!Yo>E~qWlU;%j?OflIU># zR_=V)vq2RoUr58+#s_;ix0N&_=>CD<0W^Az?JBZucbYfh(PQB{L*!hE6WO7@34h6Z z&12Z_b`oByT=s~_C^h@UEhS^_;$}O$7hkUf|GmWTt;R9g!>}Yd^2|S3;|9R35xqZT z=j>xtk3S#AOR~;5I};C9OI39iBhfmoKCDlf%mbg~d&lC+0L(fSPx98Fnk)XMdtWuZ zPP z6pm!4!dG$dS!X}Tv1C)e1Ty9MS6Ljni_V+Kvp3HxFS^vF@dmwdJ3gE|{|EE3j8tyI ztL)eL9R16Qn8`MOvNJ`=TY(Lp#GSJETto!RF1lH1kenTPzls%%Fio>P-eFk3}Xk!6g&sA@A2u_6CKsuZ#%3Oh8c|UalW_(54?)tOK zNq(uC+G5f)KJ-3I28W$m*iMU6Nbry&?X*;Z_3y-lVWc~OMpyfG6B(}};gOC^_j9J2 zE;AOpos2)T{k$-_CyL|o$p))|h#z|B~jJ;oOB z=K015=NqMz7oYAUWu5@PLaYAdU1bz>A6pdhZ8y2+vV7iYjZ(v3YR#;(-LSb6?peK* zXIRxq*IiwU_(zuKJHP-Y|m7TeUuX zU|*g*g3bD{_~lUg%>PQPP(ftsPV%hWe9zfKu)hjEPp197&ebQ=4$S#UpVVDDFSCE< zZGP`;=ForWs>TH$$Q#`1B&=;ra3OXkWASA2W^H43@ZDfESd&c;A!ivH{v^s=VAOIN ze|X357+1de^dl8@e_i-4+}j#%Ee6UlI@3 zlV}reCiBxGI`{T-1LjR&n`DIRsrSn+fF1bb+rHKGlRRAa`Ig;b9#!|J__JD1(1Grc zsP%H+M$_*>-jh9(J8Pv6^ad6B!p&HJF)q*Hy~+1l3LaI}@SK)@f>c&s-zySlFQqR; z?#=WntK=8-F9xTqqP|&~s;uxQHe@%5+GvwR2HT0)K5IjXYdXqt`k2pg;$^nY zE)_M68uLVXomyI8@8|Hm7S1oK>pfOK3E#5M!MpUIfz`<{bEqi$y|P)Co!w(At2g;C z?(jEb(r2~yDXaZ~Z^e1wdKzVwODWoBK4`L}p2FXkx&AIkO4IgJHfW8DSG#@>Ryu`u z-VKlJ+4?Nc$n{UVa-_D;8xz3MXO~n>4NQFIWyW7 zb=l%;vE>qR@dnb(qS0I0Y6itG@naYr%BcSyHcjTvqO?Cl-}V@<-^6C)VVaTY1(OH9L0Ufy^81T!_3(7N-&xRVL;rfvtHf?+iiMZaA+wOy z(EV53tqzgYk^J(>uirzy4o7A z>cHS}-mn##U#ag*SKj7|3&?yRPyL6dW|d}n=dzdAH`>Y@+_~!c#OF4m{=@o)yzA)h z=nNQM!?xK|B{|cxhh%wjcTwhIEyjR4Z;Cvqu@hnFU zr{j8-x`JM#wDYUD)d(*y6N{SSW$vOgv;Ph<&W6PZ{#G8I$q_l%cwz(J7{F@|<;B^# z@LW19nXJgGXeh`YcCZ<@b|u`goQ-O&>88+IOn;1odW@qG@9C z6`0zMEqX)#dz@)N-s#%QGx(vtR+l-m^mU^c8i$H0xjY7JRixd^VMREX|73(#lzpOlOs!E1rPMsm1{!8oZhEUV7nxs1rHx5%Kd%qon(SOlD z`C!`XKPJPjyqa(ETY|Kif7Dit`oTL1)cs>*-#<}_^thxh-YtkcYnUeEz285FBYq?r8^Q$3GEd{^z*pR!F zwOG_c>>Wg|c3$NS`ad=CbLeA>q~)uAv5`en6|+zLPQ{MTvtHEY}rg(nL49P8P6 zshD+wdYZxFI@Zc;`7aCccqPAlR9(rR@B@G9ulIgg#MlR~O5k_iX;r0t9bVOvT*)Uq zh~2+{MdqtL!hYnKEB}Hw-q2(zy?Pg+@hbpZs7$dDd#u%~fI(+a$-% zBWj)JZ&rRc;3Z+<9sD$F@G6n?A~wB1#QOx}y2C%2Q!>Bg6_IJKe((${HWo6egwY*1;Ij&m+k>v1bqPM&Sj(O+06p9x>J9{j|@3J4q zT>6i6_H{g4pw+yKZwiBJShlI(b6Kt#yN|=itHgjM#*|NxJS)JGW9JiBlwr4@$iGvK zRmpTFi>$)HJgH6&q^IC{uG;@JW_ZlipRw`3qIK@+%aCTfD3$k#MKP$A-|XaZJ6w+@ zMfS<7e;Gcyf~VHvPyLM)lIb=3m2IZuB)*kgy$_Oq z9Bm(Eg=TDdmKgQ{gn!Um%^|^$m@~xxWciP0ozAv1)O`l&v)koT@$C)huf)aoV3=$^ z$I~;j>@UQ$g)lz@EBB%Im296pYRQjOnY=ft_Y_BOBumz4cBN z^Oqdkhx9$f$u>ZBC82nv>kd7*Y5MUzuiT$E{-o4J>d5=(J4l)}x97um ziz6BLC%?x$J;>`g-GEn>X4`-C{OLc6xb7=De<7YU=Np|JI~#W6NtlSe4XSyTv^SKp z^YQ(xG=(%-|JMc2A0SUfJotZ3{Bi7>nN+{fFuRv$SG0@R@?TcFUu??W>+j&n9xyDa z7kiqwY+#*JF{YQcvX60Azht-aI@&0MYtu#WaO8G9U>9s%hAofb=-s4S!Jd;Lkv$og zvSOZIeTc7_3-q>6r;@d;b0hUuCx}PqJN~rtpZQ$^tGp9hqSlvjv?y5ykv%y&w~&4s z-`GXlF+bg_#pjWa*qE(ue@b#;K+Y!$etHX+4u`T z(@FJE!4J|yyy@D{=yN0P?4@*DygY}keuwQ$jL%byE~3J1+RPqzzmfJ$*xewuz3*H< zIAw)o?yqiTyW9g!@OcY)p2C3sbglrI``NLJSlCb>Je{pSF{-?f#@$)>dS$ZWb}5AJ z78m!RXI~sW2xHbkB>Ng<$BSVYvW2Dh$J1drG)9~~o#xqDFLOw$lkPRLB$w-tw5`OS zf1>~6N}Ud?j0H<;b3ayXtmW(*eT}RC;xT!~`3l@V#-U`Hd_ld*4tEyZ>a%NhFfT@f z&ZJ2u_sqWkn-%Z#e*_+^pkW7B+=+{ouw$Ll$3tWl){W=?!^xNT{S&bJG1ATC)ouA^ z6_NQ@Sd}og$h_GPMDI`4G+g94TFlD5=T*?n6ZiC5#YvP^h#TNPLu5WeEVxMzaw1tX zFZxO-{_5QGbo>e(3?Y40UhRlg%VoW)Nqc!yHz9O51~Bn-Rgmw9QQa79!!$LgfCM z!IM-0!Y=kjy7KdXZ>6UbMLq?l1G|ZH{E6!-r7#QppX@-71C;&=b6+ zwVCi+#w$DVkt=!Fd~8cpxkW5p3zu@ZJX_tn#fquw%bL{dM3`iXyIp@im2R)ABUz;v zVetl8214AtB`3ik9ir=S*>~~rYsi^=4q=aS(4o}?-aVK<82I@?zbIg?xnWp z)S5jnW~p%zNmjUeH5oeau&(gG6uOU#J>y}tgM}(8`zoL40hKKf&C0vvhE1NFMOd~( z4UKu(LD0(GV)ieZu7!s%sEp`TTYRj*8&;9Nma^ITYyyO`Z&{voS0u;vIPxsLzQ>mv z;FtN>J=pJaC0ml|Nmo5AmM!HM$(ovHSS#VUUEJA)z1ef_bTK3|rkn8jMXdO}-lT^} zI!P=2T%G)b?cvatrZmSgtHv<^E}oh?#w{ z2GHd+81;o>#zS{2lYI$}pz8{slOy^Cct4I`$ya-_`0z|2iftsxG0HY%`|q$ZKC-7z zS(EY!9KMBPGZsjm+k^1pDQBJ$AHKnbv$T~r2!r$)iGmM`^!Ly;GgFI-c0Xcd_U<{9 zzR#&`5I?#c&dEab8V+}4m)11On~43CnT}7Ho7PBtNp_yG5S!=R_4>Je@bm=Q^w)zN zLf1SaJQTXEX|m0g*~7XnT=Fcqgc9#Nb_GNZXX6Dlctp9ZY0I6}#jfoouB6v|-<5kP z{|8==gTf@Ww%5u`NM%=nDI#kPu_ik;RAQa1*O@}{dr6ku3(w=r?RcN{O=pO?ck$1z z?C=6PKW2^ouqaQ8uK4pI?Z@I@QL%cZ7Cxm8cdudI=}84x>!Sh&WGJAG%rn{DAW5fnhX5Qd_`X#;S1NzFD~s@=aP=^~!v|t?BhvlJDtZ5y9asCaVGGDs)52w1$diQ)Vox%p zW@q>pNt=0cf3wgHO69J8g;LeUtK|0j51X!|TV>Y!hpuG3ap`-b>yhu6YaJ9w13s zF<}!9WQV-ui~YF3iqG)4t5)B_^gZ-LnOnTo-=er#*8f3RP|dhuBAZ+Vr5~_)fmR#i z&|FgdN$)BAvKy}bskc8t&ohDDCXzZcI*RhxmvH9`QKy)wP)DSx>{A`r-o-XM#FHHL}uXW8YG6c7I&*!%dt@2g9JIZc=7H zsFa4)0KIE=tGYzHl`y*+t?pCz{jSVj-LPy&MGfrWA5`uIG_9OAECVfhq8CwP0+8a zo#coZPrE6YHJh}f@wmA&8{u_=`qq+r2nin)4VEdr0blbhEo;}uh)dZ)G})hiWRszV z5mZ(}Pv*I0=-X37-lXkk=~Yf>lfSb}Eb$i?L+(Dyf6Xjg9Ck zh{D-Tvb)dO@iTKR7L$J}4Z6VN35fQ<)Qd2!9;7}a(^fuzF>n9e(b|5;YNqO)hzi2af=i&uj(^xet8?*0tH4>j`tQKy(sg+B`*G7fA=Ip#X+<0LdD=db}JK|+W z-j|HdYoPKo-&sh<1@!L(p>4)QnK|7+B;B8EAFDMhSf=CFQeN~C>BnmCYNg-M#$;zQ zqbFsUiF>;e7S7?|v4xdZFUi}R$q7n>cc>>#o& z!i#N=W{t_YuKiA}wR~Ic+dsT`Cm+t!sOz!gA9^svSy<)gmTRUAy{+LMgqVluh@f3W2Vx#c|tK7+d4y1Jz?8usp&uG6tFReoF?RdO{ zUL{D~pfGBgF8WOuy|d@#%_2%$HpzY6Fr0c>yT?H|yVAW~cy9QyddoZhi*Mg*y|vNw zY^>bI!!nPd1*^59*(9~}pwBt{cL-~&*L%*y&E!~E;aKikzsH0VjC0zlSqI8YYPy0A|6KX{6)$zXO13`X;!yc1iA;X}mq%nfYDi}J+dGLdDA*p>WA zc|-n-&ogLst+W3@J^2*+Yo!i(r-_uKF=Cw-Gw-6Y`s#@kpU~$W$L|pB&Qbpt5E)LU zuk<2Qu;LSv%*5i~NIaXD7U6G=T=_OX-pB`j*6wDtqm-Qgu&+563#1loDl6aQ+S9zcKDwb9jvoce2t@hT61Gg(T9~w)bet}pr zS__{PM!6MPCp)KPXWLiU@hV!)(Z)GyXrQJ;;4+)e$#^!HXT6}ExAEy%HoX!Dw}>w* zXqi13w&}SZ!KX#yY2LP0CG$G0sOo4n@?>`0<1BTa2$K2#zeBdN(z%0O4*93lJQR{y z4^U2z+CwC6!SA0Z+d+IJ{m)|Br(a3-mvbPMK4&=muOjb9Fy1Tz4JY{*d?|CovYYW- zabS)Z@hDa{;Juldku0BC+tN#%dQ#7{m1kanL&-hUMI_0p)nlM`8aAzCt&FiRbF@DH z%)6t!OY2#Pe7Di;WvFK#qat{;T3jzl>w(&A#kaC+Nd;{z7mJeNH91Wt<4o?bazAm8 zvtMc9VKM1cb-d{Mb3}-D=)NEJWvm_Q{TA3!wNBD~x8j?2UI624Ai0xmp;D@ipK!jJ|8gl-;T(l5DMVkLm5Q zlUJV3W*x)xH2a8T@y9Ck_*!e3)3!Hsc4>1qt1Tfqu2D@dEw&-;iOPiT8c!BUe8{oLjFb~7xe;9N<)^GgLE ze1PtQ#LvgbRt6s%IA7D9$0pZb&Kp}5Y!jp5Ur#M>(Q!Wc7LhXZFOJaH=Iz=6G^wbqVa5ivFeG~vFL10b zpPrz6FBYt$4}6E_S+#!_FV2jw*}Sffy0T~0+b}ziupH3;3NrYqR}5!dFfC97f<^P0u=ICQpXYlY`saObXKn1nnALjpFX@;3;uE2A5sTJ`!6jPT)A8&y|0D)}jhP^-^3_TuN4u-K)fny9wv zJTDn~FM>x+ezrw4sLkGa53q%GGjsfUBfG_{n0*R9D)ilr@j3f4?kyHo<5!(9sj+yv zU3*7hPgb90l=P$84lwGf?CjClJXyq=pI z{Rszw8?7ryfe9TOFo$! z_0;#kDSN_y28sFXnCF={6~R}KK53?riQ*vH_F%mwfg#qtJPS&z~1Z~&{?@N)$k^6j3D_C zr5E^?_e;9owm8n%0iZpATTER?Rp+vGo;0q0-XI_qHm#<(Ncp(8H*f0h1nXxA-7 zzbj$4fW7)^y^b% zI$bo_34@Dq>^MJJ9e6#oy88SNpUf^S#n~@=ISmjwuUF$x$F}hPqgcI+@y0+JTmtdT z?Rb~;rQrOEZ#&hVH`P1H`x{#%x65ouyv&+ycwq^)oyMlQyXZ%vhM0INWc$$fFN_%i zmwL*VqE{m|F3`i|oxth1R8wT>BgWjr%AI_^A7if3Km1Y{RWvl($;|K>eBf@rdW05c zOP2- zPGt2ha6Jsa7yG#q0>5MGS$t@>I`h_lDa0xldV%>c{)*0>MTsxj;1T|D4*T3jo1;aR z_r;p*LzuikXJc|n$iCxTJy9ZWcY7N>mvm-?HXba*?$Yd>e6QQFIQQNk!y?b~Zl+B$ z?Tp6Kd+6KPwLR2yy1$oTM|Q)lkHyJ(w460Z^0D{f@i#8-f_g_dWlxd;7~B!Y`{^r_ z-T5>cb|Fhv6rJpfyG4;2`qg%YpG`Dhh>N-J+Ci2>MBjh4o?LkC#Il>|o_tq(sVBI+ zD!N^+mh7%OmPC2NlpMF2`&1blE6}36dRoHsN^vhcYaXfHBK&Zhkwu=S6wyNFf+yze z>FhIf&0OaNP%Dm6gSGuFUTwzMGQQOoTe9Bcb8)B&Ngg3{S@LF8S)M{@I32J+Fl`1LUfhOqg+n32D% z5xX6^GiE#haxDtcYXONKQ`bO|Cs|38`DrkA7vY^*&u{}RSFzg%tT{rNX^^_ow~0J( zjee~;>zqyg-^o?Rb?bQPlQ@3|KS-wdE68_1q3jnTS9T7(3SVdP#HXNgBi}rZ*0mr$ zK>KreRd(PU${S8{{BmtoAxm~UO<%Mhl$MJHnGKkIm2ZZ5H$GfZykD*l$bMlJpiqvt zHPVNs&)W#c+g-cAI{w75gNzs2^T6zt{RN99n@8>wUnF~;TQn!(K6H6k8+G8`z}3UG zo6OZkc~lKUp*0QTF4P}ocZt(@McxxNqIGRDH(-OJEO)vRE7-azWG9QF!(p`( zW-dHpH##Uv|Bk*qv8(gCF?|eS1NOseyh!~W6lgvzR#fKVU-6*!+Mb}xF z@vVEUDRlY0@XVqrPibm=o17$B$C}yDnQMPKR93S1PLZV_xymWGmmX)eBRzcUF7jTC zyGt>C3rim4+x5=O=84%GD|sic6_fUZ-)d4{uCJU7o4vJCj9(2<#|!E_f&RnT_9u)? zUW|q8`7`Y|X{{|z-b>~ipkD^+J)ygvgdfp=9-rSt&M&liiDUmc)&{mEd@e%M0q{wd zo%;Siq-UC~ml^HoAJ~~bt($Se4VaT1Pmb6AIJV86nWIRNjBsDj`ckMQ|L>n{{Rb9} z5o5||wGtk^3)vskK8Ym%((887DYJsUh0#V*zs6#9vGi#y=s}m{bN(E5<4D^C2cK2X zGWDK|nRl_%HmGH%h2kRnNV*JU?_?CbkQel3%aIu+(^;o53t`tgKeVnj9E?k^I4s~>F1#(U$$1b&s>wOeBOiO%Q!cR%B(XY{zq z`#lC~_q$^{jNFI7IXTfY%PZ?$u2RDxJTYsg^B!}pD?f+NI8m!B2J}-$_CxCm*GE|W z5Pjj1`0_QM|AU|Ghk4mICYGA0{$5&7Zq)_;UjzBg{C_z-u7%qmKCur(N*Zm9!oE4a zPoeWqG%C(It@!0Er86(SgxHYmq$i50H88LXP1Y*+DduNpeP&KQ%q|&`t@4vBk3TB& zB8wy=LTMg7S#*4j?Agh(6#FEXbX)e>A9GHl?NIV=*WM+5E`t6pf6sJ0S+q;SwW0P8 zfZWG8^A_uVS@8cl?AL*8-?7GCta=!H-_rx( zc`Pd=o6TB?WnFu6za|gcQ;;}bq`6*%I$bM&DV4RB2ht$f*ppl58gXHb8h#@0-LAR> zTiV0xb@kVQ(-P?X>26?8e8{uDyi@oGdyeE+3q_>Q*?tr~UZY3$w|-pB6OC_P;l~wd z)Yb^%Mx`zw)t)4HLfh3?Jy|<@L35c_`V`{ZF(l585+7k#L!Xk}@=CVIeaJUteho94 z^N117zOCM|;_w2RjbN?1tkItroItAVW1fBHb4OT#9(#ySo0ZF|$^Wlt?+lT;u-E~w zesJE?&meUjs$4tKYauPii|9kxYN@hM;p#>)bQh*xrL{`RHxcpTdDBF<>|B$b>i&kz z>3)+N;W*NKkIx^dX&ax~iCEr($^RqfB&+*1+Pns1n)&`H+hpFz zbK3dU@wr;L4C=Swcrpv#A^P*OtlI0{FO1rGKK3Oc;O`b1Uq9}PD zg!UFPjaTmjdhg_==#8HT;nFVHpXB;i`C&c$dxE4Nh!j~}kvy>7NuN9Izu4+>aUi=u zbi~4~n2}u&vOD8gax7!P<8ksF@&&N81pkXbt8Fxp=oB! zp6T}yt&V5s1D(qpwq2}$67N3V`06>9ILY73F*`HzUK3l!k@tS`4`aW~=JkWG^+dzF*sDn)CjJP$$60+4o6f?`y1a5A&5}`JB^IjMKU7zfr8-2PTTPnM^9wzJO>}nn-}}8XWw^4GSVc&^$~EnmuydpOMmj0`<(AY%BP@vI*hY_`ZTe$hj?(Zi2Jg!LcI4| z_Wc1yW1%y^^=0TVmo~}E@+!WbN~>h`Jpku>U{P0fyv;HrSYb7b-o*DMM?8Y5v0Z`aX}x+B3wR8_D#g zGYz!z8suIQt*^xQS44!YiBCSN^VPkWoZaDb0sc01Y_<5CnE}Zh*cjulhTuyyZKiC0 z)~lh-2K*!W;7X8W7U>(q{2Y-u?>c(wvy%JfEv<|u%PHbYa+*c<=HkH^WyTp9JOk~F z$Lq31cK*t2_PH$BL9{zOa56V7JMJ!{)o!*O@5ljc znaqd79ABr!(XMFh`_+2)jX04^8!O4b97{{%O)X_sIg(Z4U$DUsxP5_pk%Rf>53KeR zDL269CGBP`cz}9dVB>bMxf}wCh*=@k zSU7KIdpfp7t?}RNgjk-g7x2Qp*gf-rHfuMTxzBTEF#X>WA#db+y;(Ek_E)uCiTDxx_F%27RWB}H-3gcMh58`R&ps7zh@Qvu=`}p^ zL@ddCtIQ5)j1T*;-AIf}&XA9I-*sZlQ*b<6l>AsUKCsXW)WU|mgBDgFT&pfK4mXJ!@GH6}MMHxEs41sGZR`(hR>!y5c{vuNQ2( z@~)|lB&bHehb@d zTjU!^?x}@j^2z>^!||&JuNkH<+N9QVU7dH#4~RxtHQP>&uey3T41R{hP&j=|^2sn7 zLDtNl??c|ckhz&BB&*qSQYWMBxBhm}Uh)r)Cg(yrl@RSRXKFr7F2&ggaUuEr@^&m) z(uZrIz4-VUEZ(PWJ*YQ__aaxl?f5imG+(55EEH+;( zdCA`caA+XRUV`mmWIv6?@-8jwzMh9bIa*}L?(CEE60b~V$HfI~vkzr%*{eljBo)zA=~vPM5UlOzw| zWMxlen`>SB2>-pE)t}|3$B-#+RWH_iba2HD@R&vJ?vSgX)Q{eqEjjHN3lgax!<&xcevmW$4@?~f5tS4Fn zlLOT~S({ghGaI#h7j4>zEJb1SDqsE(st+0|WCcs+{#}QgB{4etbPv+<*P`G&s8n+7 zH@#KzTGxWmT9W>$u6pzzpynTy7>cPUh-BU2*-so9CXUy})z7rlkUW=={$zM(AEpys zk+Jr8-%2ReRKJ+Dc01W~k}|tV(w2>zD%)8rXR2qgXmmRc--|z4F}$~LTiI+9?>ZK~ znJu}JwuiG`_IbD$vZX|mU0NNEnFDE=U72dq<0<~Kr)Yc{i{)u=d940VeaT8ahz{3^ zCC9$GOQ~aAii{w$fK<#glJ~{O>LuaBG*jFT8$?Bb8kY|wd)!kDJ zS_8qg?3f*xi~F1WD%n*ld0@wj=4a@uGVAIMn&$rf80Q~>#O3_u3(RZ6N*{DFlHAf<a>zH*myElgVd+O~RdtfbCR$Z2&hUg(!+$&*AcL}1&US0sEgV9Vc%BYvbT&lT#E)|cpLX7V@VSX=}NXeu3y9Y= zlUZ+qbGgsoN4&0VUg}QkZhR>950fFkAO9IFf}gHU-b-X9eMKk~g4+XH*1+NkWc>gt zpVRq0cB-RABhtUbD?f())y}?&Cu4mMK8=ktNc;En^$8TR-y+qdIy(D;DB6yN_r;`> zpnfndHyW>(dG2cWN^{xiy@EUF%z_Jjo=?vMNRjNvTX^6{yg&Q)o`p@;*!-!#VlXPN z*Mp!|3MyIAlohyBFs?jn+~ywPCu97Ks~;J;X2DGKxS1k(gzMp1s%*8#sQvV?2$rcV zeG7CCcg5wbRZ)+(8^1Ds<-7SVzA%mV);9V^Sbiab4W&o2cPF2FZAfR={RnfzH1a1C zX=~W5nDYKxyIV#_)D9B6)B=4UCy3e&Gx0pnU>!FMnj>5Aj%*oIawz&u%U|8n#kXr4ol zQ~Z8g@2MsIsJo2D?yXM1%=$Pnj;#;S$6KnAk`n6{;@Bk4l zd17aaP4jT#6n&hcr}MP@lr^W2B0CrBo5_}IRne%on-3Plq7REs;GIRZxYgY8G@k!0 z_T_2()2_|8yLUx|%#$6VdyBRwl4>TjFV;t2v)4c7k3TSFmbf~JY_A&UUV6_V^Fvx^ zMffDqt{86Yz{5ndrus+)fmx7mub%-pwZZW_$*|nfQ`zA_D9sT+-X-HzV#;E8ZlU)s z^0eZcW3cKHS7t4Eb#mOt9WQaF$AD=0V~}GB6A=MlGmjJ=S9JDA}mDyTf|P__sqod2q5OsVYqy zyYGG+7pC~h%Iaj!ypvUvv-<-KyM$Eb@MbH!^&?T%LY_*e6GX6;WIq~W+3D7V|5V1| zW-uGVKaMumR2;mM=d2}3_H!QN*e2(vW7}F+lqiU1eQ~}qE7WxV*~UowIWvu(so0r) zj`td8GyC1o6W+#+a51@HnqYiZ7d#Ee>kFbpaU<@hKBUPPvXQMB1Bz2 z^#&C0cipvkIbUzH^pg9wAI#l<^4K5w)e3!%;<-oBaXU6Y%}>ga@(TQE2lJ2Jku1TH zWW70utdlS&l@hL^eOdb5;ktLVJ=xE{1&sWFKOXIT=74=!> z^znij@^-$GisQS*x#U(_27z`)$`jfvUGcV&dy;S-Elz^*Ei90|mRT=85Z@nVf#djl zYLk?}^P?cJj|iLHtaHpUWwCV$Mx7ygC+qulBIJ|WXMg2b+`JhY$$F3{%(sxEw_`QP zyMyN($9mV`)swvDW%j=T%Fl~px6)=Tb`Ky`H~p8?bG+*hs5jB~SW+gqo^xp;d2F=N^6mH2c{}4=*2|fsJCs##dzK)B-dFLNAIhT#D*Kc+VZGhN9 zlD*&_{p5nk*BDo_zUN0RQ=2~Dp)cU~LuuVeOxei>+0i_;Aim_;S0N*tKC=V=K*BM`@8gc-ez` zIIHi^n&Zj31}8HopTO7av1|r$CAaTG{z?wp zlW^fS$1h;Val9fc*IWw z4|P77@vp|+d2~-@p;T@Cm8Ylr!cnx(&ct_o<9eEQ=g_y0(erL(J?ji*vvb9UugTd- zKl{@uYwBvbK5tU@f%ST0)n|u13m$e$iAxACpm(*qsRFczb59T%z8T*K~*?)5jPIu#{wXuH`-}*z;&b)ddi^i%a;6r8X zd(wEx=JhKd%ueIVtoje>I?-+we{X_kKjUC>v|Ot9?B6|w9Tpc@r4ea9r|CT7-2#U* zc|$SXB6ZTdx1{;{3Oct>ELAV)0hYPPV-T z@JJwroTd64gDJ@`pLHP9;B~IivP3%-@ZPjyTk|hw#8jPi|Im#^j9ZV+hk(bR2C1^BDw3=7&b1e(cVew?I zdEc4r!Q9CI2O9ekTuuhv`yjZK9C^CWT7D=w(4;>qcfeS_BCykiA z@xf#l+y2B_t6hI9t|yOH?yQcXZ}Rn5hhzsaA@L@42y@TBUE92`oC=Nq^mHEXKj|lN zBD4xcfTI;TqwJ9KI6MJ+2I^MaFKq_5-&D7-{0J|10J(n)f_*@ zlIk~FCVNXwEL_SaB?@NFDs1~8f64odZmjs0-;agT?hLu{Qg=55@F%3U=_@L>90Tdo z$=Zi}Cu3>uHP_-qV?R|%dI{F2>dONEM~76nn?avd_;eut<%v#m;iLj&cGR7ZQ8(g8 zU-o?s`iV%{OPse=SvmPQj7EBfFcDI{$$dFyyr#$BU{!=9nL|g=Xg#aUq;smBHWMN8 z?5lx3>*%p5c~gfeYfCnfZm*_Upm#M+X0)f~2;@SE&6Dhh>1zIvIGXC(=eZ*FS1V|pRU$p`yc0L(cM)S;{@bX-3|Dyjvcr=BV<{q;O<`2S;=Si5oC@WcM zfd2=$YCSwE^0Z6zoi*gQ==W_SWJPI7+T^X)EF6CwL%zd+KlS$rd%elG>Kmyx2BuYA zvMzz@Lb4quYF!J>9W0o2V9$s=my1vTvwUfMXu-=`h!YnWFFX8BhW7X3?@ku}o`l~z zpZ6C1aQs|nv&%j!O&&Ar_w-F@BW=IOuuH^~>F)oMd!jAAedWkS`dK7uTu-;v{&#*#-^Y!PJc*YYVn zF5q89wCO{(4*JSl_x;4D#q)Vb)<$lmT^Xq5N#;;mcH;*>v*}1^J<6*Nhg5d^CdWocQvD@r)yDtq zw8)C1oh)33HILvQC*s*sT70k9+}%AVIvuFxL;BAy%B=p*>eY(Iyo~jdsiiHRf8+iq z?=b6X^$}K2Vb8TN%2UU^M(Kr{+r)=c$+v|k=f3Mu2zmD+ zJRbBfG`9KHwwTO$`mg|-J85~K&kJz!9KL%Dd(ZIucbJ!_#SZOTh Q_&h5e536zd zeAF1HkvuzW-_rU$XODwYo;j4)CcCCTAY0xV+>fOfve{vx%4yiQ(@eSrlJ|^w57@qr50y zlxNe@j&5@-yD2W>^I21y3JQa;a4ebkf%aMab`1|3PtvdX&j{994ZUQ^$&=tMj?C5T z0rY!Q%xll1wKOxB<9aTkrNvCP5zaSR?egJ(Q#ptzJbxv2p6B`a2@ zWwNv`VEfT9na1yiV9=+Kx|g?%Hp*ZqbvEh@*T02J+2Nag_-{CJ6D>b-wiDeG>+`*O zU)X&~pVw*Mg%+vk-P7kcT~nU!14Z|}ez$Sm%PjXTEb?qOQ8blwUo=9hAe82tSy5k^ z4aWNxmUZt>KzyK4^9?iW<1&LCNYWdiv&hkR*}En_euaDWUH>{y?7{*~d0Qv;+)pg4 zQ7~VP<-fQ1zOpX~x^#uye-Hh~kmoVI z?c)8ZMUuKA=aQ`k%U&+ZoXRVc*DGBA0?sG%tgM7hwy<(O?GXVF!RPG|nkXLRt~Ygz zpLETA7@P{*Yh8J_Sa%~&dWRf6jhMCEQ}p>J%ckDdgLKHdz|>jGU3cF7G-H8R;9CY8 z--G^ma+iif>w-J|f$%uYcpD0AwtyvmB~gFYe~CSlPiiL(&(JEX=sJlyoA^vt*mu%j zZU48${(DJ1joqHck*6F>rqEIfc2bfb*3#*lJN6>6PQQ#7I9S+r&yfSljSNOJtR7Y17g7|1$$y?TBDlWuM zi^yJ?51r^!b{dq!%rT_uL-SYlGMF5B`f(E;cO>y5jQrA_WAaK?6XVa~TPw)5FB>O2 z#T!r5>h~cqabzE%XY&+V2pzq`fn!rYR zAOAHwu7>ZK`p*6HJNl?^<~Wj{zJPJZYc-X}CCA)GI#%UX!{FNmsvqnBI&HT?YXbJX zq>qJqxQA_TG|IswE{uiESS7i85=GbW=g#bxndTb^O@(j`=$2&N)TS=!XzGU)H*)Gf zO(Ao#+ch+M&Jo|=Hg4*`&xcJaFK>6YI~Z{byY0PTbHJ0ae z#o@XVGs?mF1Z@|yz+eo`8rq>ab1XY&J$L4pL*0!Gr{VFC%bUX=_(?ha406p#5?leP ztS9-+7(30l2e3qD{9gLX>W}1o&koiikecIoH_W^n<4%NjFa17@OZ$^^0W=4jJ(`JS zZJoOlL-wWp0=BK9|76Tew!G9I%iihi;JS~^l4+wTZ7VxFj?_=!ML(9FgyHX+^ZN6@ zWa%8Hm%`$~LnL|-5AVjc?JV-V89qDPzTw9eF)sOP*3K0`+3K)ESx2hTsEhI5;Fs69Zad^tQ>qmy3bFIYkWEF(&6s#A zX0CvIAMDLO*jBDhF3X0jFkKY5PQ*Qs#IN~Rm=!x=>N|dqqV=2Dn73yu_|hw)`+8#x z=K~*-JJn%Y`Imlddm}qdUJ|3iDd;Q+X#_wypOFXP(l=*lw zl;{1#YxnA*xE>#4xf!mTNyp;iLwPM*>MwP=Z(-X*a3)zmuEd|a;JpK94y9!=GS$?7 zvbyynUGm=7az~O~nH^w|i~_xkv=cAihV}1SU(I8R^3ALr$WG$#^!qm(H|MtvSg{T+ z-a&?bcZ z?Pj<``O|)SZtB}na)>l5@W{N&O%16Q>^+YjPviM8pMHery*QEYg~=CNjVEM%WOBBo zwtaRV58+LzcJ&+Co-sl%%xj1V{k6;fr?YTxJSoRxbk^(cG*WpnAgd4m(Qhk!zSG#d zMf~KJS_u1HaJ~rtzolP8aqlKxJO?t#ZMv78>l!Cnw8voW`+PXry)TC2i31 z!?ET!R=kEqCW%6LO+9|I56xmiKqZ-8m2tcSPr zXgh|TvvV^u^fI$+ZPFYDhl=Kx!fe^g^=%+i*VS)8b1RF!u5ET+G>2t9w)q(gK6dsm zn)Mb%@~yt3c=>>FlcDEEF?-QEb&pH7b@G<%9AMnZ3Y+}z^$ALg<`_?tV{itue@{PxD^Cz9X6 zKav&VA$Cli>570@s}LW1$sJBBJh;@@c^Y~eHXp3bF8;HL2BX<) ziauJHKmO6`D>L(YcAm~Fufc@!tX!E#G}8MoBq)n{`>{$D*C%Ig_Dnp&A1d;kn;p#) z<>Zk_ZJXAl+v&O?BFi{^rn~9gNy-y!# z+n5b=&w0Ao9-r>Yy4i=fz}S0nep7*Emh=6h{AfL9&L?%UZluolmwYKJW3$8TRTl5+ zileZql30*uH`O8bBm3M)k1DR7!KNqSbA4Cc0@0!PcdtIK!M^_Zo;$(3i*G~1N-Xoc z`@TEqoE;aP;Xf6dvv2t=%x(>h()cozO{?uxIzXz1g;aA_0cfQy> zk=8R|c05b<;ft%-W|F@?a__K{UhCnyMeJS)y}VPb<(heH+(lgZkG7SuDC?D0!F9HF zsc}|X->JWHHhr_=@J39yR{Sb~f7AKi7!f@?R3F2QM&{;MaVyWbU)1|}vV2DV*9-iy z8-8bX)mJ_rssBe=y4roz}gWKY)D`8;(zZJsA%BtF=40?p5VSFk~{9^pSu`toER}zgEvce7)dC&MwF*>US z|JBn596SXND#7)47!JV7oAEsReM<4|3t8$Sv*Yt5&-&O(@ES$;RA}o; zqZ`<<7_93!_O8g3_wyB5X`oS?vfj^R*o6aG#rZTF=H2bPI8;SkpAWBJ=yWaY7P{tJ zR_nc-V41s`E@WKEGFbt7A7A^IHi;NNLgZ+yJ`tjg#L!p7#Lx7ynFc44ajGld zCx1NTP_oq1>&LiP297V{N+~hmVMz5f(huyD>J;n!9sz^SWH=gIUuC`DdE6rLdp3Q4 z!-J~kzlm%#8e$)az_&x_be>t!=*b&!DE3U`;Zra!*>+Ec>d&t3%Myt{$(}owWp~iv zDeOFo_0IS6CLjNfys7yXzLqoQKhVfN^Q&q95nJXh;zi``YSi{3E%CpQB1vY-(@vds0k;zqKaDXxD+v+3CTAK6kt^APbk6}rBH-&ZVN3%;rG(@z{ONABzsYUEgT zBQ?Q^)RDLxPJPK;fvxB3?HrLcJ6}4J@+z&jiE?vbP=pPBG{S77W%to9Bxx)rBxh*y zH_RqeR>c3|NKft7&}cuJWu;_iV?3i(S?wB-wLdnma78t|d6gdBw9M++nryR(XI+Ke zc{|nJ|Gjy2s$u^Nqr8nxZi!_7?FPe#Av)bPJ+++a&ru$_`o0mdqJ{ zlIk@7zt3*B;Nq*!O@~zGrlXLl4KZQ2_Nlpa7c7V1Lti$# zMx4A3W@}mg4q8njZJwX~f%RATmvuoG^TP9R>O?Z`>w9NO9{vdyBripB`~5+S_I!05 z_BMlG-m+$HOud1Y5Im3H9|NIp^p|g!Wg+pcvGeS+E zPnM$2qy96`~Q2azgN7@-jl1LI*Dzv$7c}E zU(150`#Uw)ej@Qd>~#)KXH`y~gWf@(i%6JfW5=-67p$48c12k5Y8ZS*&(zdih131@ z^n%g9XOEsRUI(l8IJtmdg;}YSa;5RJvfwj)B{zGj9oIE>Q|!r}=^5lL%1&7gTpGHE z8Rtug_HdVU8I%Xou>`sL_*9)%$z)LzdT&6!h{(NI%^JYsp4yE825%~3FB=PaeJAiUWRBP(IK*RWB)5*^&?*_5AlcGb9FQe^u^>nGyjv0 zT}8n>!F?5uL&&!qTJ_lWH1g+t)No#UGI={_(Rlu`C&#t`Zkh*)i3Ivz{{f7)#LlXT7`z?G3QMg$|R%z>#d4 zl{PDBbTxjoV~0AhNG{U>#@mf;BON=?sKZD(8VXO651$!$Rtb-8<~M)Sr>53_^XK=Wb1Eh-rs?PGdj-3{K-v;4pB*NttCI@7 zOW~aC-PtAcF5ifkPlxve7Tn4ov-Yp45wjjA-}-;&CpWUrUC^FqZp^csq2#-nJyY?d zkiNp5tR1+KpUx&_){Aua|0V7O`}tRr9QPD>&@=edldNC5;szt%&5l{~`hci)fJl9( z9=F2iY_@1FaxJArch?^T<8?SRiv7A_-v_WiT95Y?%wo5=sxZX9hh8hPucK>Y+Pw;& zkK8NngSq3ds4gE&^vQag6OEVET<5~Cub6fbUQRUH5D51*`dS|H6PBmq_c<^e0_Ezs zbfUSWj%c%)>=n#JJ^ek4e629_C(K=;k5QO&7#rN&-eF}{5Uy1-iGln`aGQcJ9uXDXD-6S8+~^kW_RcQh>W*g(blwAe%zNwev08kfsVGvG{cgsWtlTe3u2fg(>gZ(FU&qE{ zXn2%!PqO|;*q_YRUG;Y{UGnVXD{^H8=BKRjBL7^5?KAn#)BewUy@r@E0HbbnFaIe2 z8-bG*eEOL$our@Z+?ky~#=o%X8RL&-v+K1=ZnLpw(4X=42-u#>vtJ_15O_3!U21@Q zEAG@0Ewj3z8jX^tY7<-JIsU_}Q(C`g<3TT&cO+Zhr+4JvrS!Z99*5GW7+HJJqO9Ie z<4q40M55ws{Q&kqgAdu!eWdZ{xjIjGlh^AhcFi}*eXwH<99v`kCnCdhP&(a}r}LvG zdVa{*sZ4eXyYIt#UDzq_qRt?Do^vd9P4?U`G=E&@4k2ro_JiGZem@P3;|h42U8|`M zR+?60T#sdAME??N9=RChZ z#XVr^f0X2hmyspUbMii~4t%m6^e!w;W!0=ie;tC!HJ%;(waA`)CX=*VX3Xq#*~TuZ z67~cANAZI^eM;7%E+m;EG9>$7Yh#TP6|#0S??aPMr5g0>vTepqrJ=WtdK*peVE@B$ zB9$3CU{+i4vj+YiN2eBiXClAfhg9#e`WXDmx0}xVe+KC;6C5-J9hm>hV+& zExBC&UcWH2#>CR~liy_&E|DSu1f6bQY8C4bkQr{62zyRcN0( z#O9bjoh7pdZ3z#XLeBO)VLQn`)A~fLXh62}@Hl(d|A9qn!u5yjIJQcCt0iwHqrY{$X#!j?#o586&c6Fy;y|9UJVu(- zdcFm+kNL^ojAMCZvIk7V?qqnojAeeu`)+hNgN~bV`T#gg#OxEr${UQj-qDlAr0E4# z`QDhRzPgz`&){$KS-PG0kSBSgMagzh%9^*ASbq(i8q+u#ck9BWI?FC4RTXx4O{D$Q zRmb4mI2a`>+p#=5Gvf@FoJOibG|yAWO}LQVQ-ww1+W0mdZ;Hd>cA6%m{zo{xoDDni zudl??oxHKD^WAw&T^eq8{Wf^zzBLsb3mbnfDYFMP+2=-@X|w0)D*Bejm@6I2zVEwO z_agD=2R&Y{$62hj56Mp}h@5!>`xlwN#;iid&is}&@cqqPUtrSrt~r+<{i5|rSkseL z@&u``Ub@iu9qc)ZT*C?^dYRU_v*^YqM?>X1It*lsH%a{;8#Wg|vu3ND-oC+sZS1~3 z9i~D2UhykgG;a{!SJ3TSQq1u8d=hTes+}XHjJSB1>K)zQ=yxFy}@*uNeRj9Vbt7KMej^!Wl$Qs(8ff=>v-yPGNi|lzS zvPb*3aH~3HP<1uoI(SI~Y z)xwZp*r6`psVa`o!i8iw`A6((t+%cE$lb^7{ynDEzG7S{awb3Y4|HgS!^4f6%&9Yt z*$y%v@URz@uc} ze;DGaWHbw|C(tZ;68^xDYGmo_TvG^?h0h}LCkM@oBE$zi-R65(d#uae-7omowHUuk z%&dhM$BP!JUT`bxW;JvRT-=TA$$MNDpLeqOnQ*MB)s<$4kJ)mM-v4BYe8IUw zD5CD`$VROaTSs7LHP)DK#K(<)5C5x-6-AtXkA;V5d7fD=yP4Y2=vy|9w`JW`3wM0Y z$+Z!a&nIVf-z5?co)rK4^Mw~&m;F|U;8d!_Wvxf@|2|2A_C|f11T9#oBkmuh?H1Vg zVX6Ln=?}7h!BVAY@(3K3lkjmUPiOJj^n26s6C6)fr@RT>rRTP;%M-_ZJG>BE8^Zis zkz$VjPvSRsk*J%y$Lz;WHH&2Kd4-Sd5R1=b$?E3gw|PA;KXp_uhiy*w1?cNrB@7C@>Hm%1$_JLGI+`pMbCqQJ3 ztB*7bUBxR8bWKqsKFoTT_&Jy4`4-WD2fg6;*?MjOr@5|QNzY^;IS4v0;r3vfA7BP= z!JbVDW{6}$%d@AstabzMS}Ee~t4;32%V5yk{JSW-9~~AG=dSpawab^VUsE>E9YwfuIPTxg6PvTeX@1rk=NtasLfda?{yY>m;o}tX;tgY! zGVUhv<{tc;Mxy!R#9Z2qz|3bM@+|$<7yMP3t&)2)Ig*lHZz)e0Pqqj2JAh3$h_oNO zy0Z9Qlg*O9W)B`*r+qs|cJs|?{HGVBQ@!+ZGERixWd2niyDE_FDl%QhzW39iKIW8l z^~Zd)I3_NERX;Yb?*9B2N8V%m5y@2X@@9^dLluY!qZn)|cw>}DEf)x`?dy9omh zW0%W#%%x(|neaIRlJAqUhuD9NF+Yaz?d02!mo73VoGdb&?b=2(Yy`DEu1@}>bM(3uRZ*Ym%)HG$>sHo`YXy;zjmNd7Ct{Z76O4WUH`hDomiy zx8h88=0Alkd3v|kmC53i?~BPA(hQR4LT@9sCI|O6_9<)r`$GSN94`!`JnKFS*WMTB z-(|17A792|Sr^p?Pj+HYU)EhE5~V71_O(Ati%BA8YA7FPW-h|6Eih{eBp0zoHP-ru z|MoIgZ>Vn3W);glN$aDqZ4J$C(Zgi1ZoY{0D~=Amuko;e<<$dI6 z&C2EZ+z8s{>BvgImzgWGC!o3By7@d5cRnJ?e64SQM-$^u#;WNg?9DF8bUc(Ddh79C zygm-MzMykv>fVq_#o#hL>;lKWD!30C!6NPay_n6CS7Q|0*Kqa>*p3iMii$H`^qNN@|&P{Dos~H=~Hc+!8dn1BV7L*`{X@Xp0czQXU2+@zwxVWBwp;wWR{!DCdqYw zz3b0qqhoRP1%14xUFP@1z4op+T&z!)->jDE0qH!&7%EzA(7F$t`ijR{f!%~HoDE+j`!l4N2EW?omzG-RTVydTXy_j8Q5u$lWa^LQ z{&O8B4u?f@w|#De!!fX;sPPM1|G;A>i*m!sQXE2$ljbv8wlx2B;EQu$vJyrm{7atU zclcOxH*XS8>uNt89@E91Kk2+kAMy5UjC&DzFL9)kE9O9}g(yU;yqXH^a?vyU*GAqHrVqY&R<=ioONEC-_1u?0XefQ!(Zj zI=5x(dm!G|ys)SsmQEr6ORTjYP4*+rbn>4^lH?ND#@3fWbfM9(oVb><;Uw5iI6Z*^`ki|*8SBZ!vZ zzcXEVlKHN)vlUrqzP@(3`W~{~PTr9ipWNShV|^J*t-{0|TC9V97n)td-}Zs$Q)Y*| zFyMERHN)d$-DlKkH=tioL(B!sR5MM8hbPydcfgTUU{>gk|+Id zdQPR|CUTvRMa!U*JDgoC(T6tu@bXmFD@vPbJndA>s0N`SV(h+ne>R(?g2ZLUc!}R7 zL(C&a??bEo=rf9x=kwk*&P=4u>Sz`9L%)kj$R zv}l-G0w3$UqqBGG>rTg$cd?W?GWBwcyZ5}PU=B#uv}8)?!ux8m>vnfjh52(k=U?X2 z-|^8K#F~H1evi3B*~S8So_rba&idCYSo%s*T?d6Wd_22N3c;r&B&I@PHy>E3{l08B z9|K;+!DsR44WqwQz?mc2WfT9&v$5R04HEbI8KbAq$$V7b70H92-Fg*_`ka{{t91I2 zYm{h_JI!PdOqH4JgzX58!_B|h9sQr{*1B$}(LOQDjWPCQIL+gcZ#moC*^zY5zWU3J zcpFJhfa*$T+pu1~bM_%?f2hu*<8!V%$MsuTsF)aZ2xKaW1hZk4JUNT_e-AQjD&TH% z-F}F1ZH=8h2Faq|L3}QO0p*Nx1l_j!>jGD#hTlSxlyvQQ*e!Q-B~N%5S5iOvO%~|~ z#h=NrKdG9sL=isx4}F%?p%?$jjP?&krZUBFlANyhUF>rpFP{m`JWWo&h21IKMY~Uo znk>6nyLBcG9z)V+_~c*iLdwyqFTO2f^%_R3z|v!B_zHPWW{(DXya}f#8KE7iv-j#? z)@tplKb<{*)mF35p)jw)i&Dw6qqcoqKU|x^xLBK|x|8x*$eyFG4z&0iZ?h_7f1eL` zbb^^7HORBGqc{YA5W#km;7W*OU0t#PUCui`^(|y8j=#?GCCp*T?~pg|@0yLC_45x8 z9Dy;FvEl++XKm5zEKrUl-@5K25`Qb|Kf=2gi|8%HyJ4=cfRRJ#I~_vbk?&ksFCcS& z|1K`jdOod_!*ezLl3({fIQ|Tiya}&E-~VWFB&(I;$7@8GueHwV#4pM9l54VKeGAJs zarQ{oOMUE<$?}|e=tI7|j+_;+Zy9X<;=5VxomE*c;8bNc|Ce6plk7nDEQX0Um~(E& zx}^|1%TFtxwu^&fjIh>`;k^8D*#GNioj%tV%(xx!HW_Z4IJ=B(ck$d*CvI%aS*|Y6 zJMPiqEI1yDdFyen4X^qf7RkEus&V?`_eTZyQ4Pp21wQ||`WK$D4+*|><+ZLHFNRLW zrewM)Oa4h>R72jKjQQ_~_&4k6VKU5M-DPZF+^4C~80W88a}m6<5C7SMJFpkU*^*++ zWU?(00sbP@I(lSv*f99rNQ>;5t^t|sdOrzfZN=bk+2K|`m#5sNjndLpsVG$gTN}9I zXqxrlaaF~Y?2$Vk%Ilpi$|}#hVgoDPhrL<-Uqi3`M5I?)uogf2gnd$heV4xX@qemP zU*WpZShNba+M5kug4K!IwsStK!iv)MA1M4}#2x(iVtpnfM_+CK^JzDoX5i_ku59jT zz6s4IYa#I>StpL?eND(ZU0=(c9gR`18nqj5I*I(LM^r{X)gY8g$VJ&RbNFv0>daa< z(rT*v$p%mzYZgi^fd6Had(>RrN`J*%pNbRr(foec<*C#GG)QK%tOLD+9S>l=%k}sj zk8Fk8-}9#D$@gQyJ<7fqn{~3!!}Bcf*oRa-sYtpD@bH1|?_ z#fm5NIRxsv_)~wZ&;55Xy6$$5)7zO;pxC6xcW|~hWUBLl8SGwOT+W-Er;IQYa}Hto zFO0fNg!t4I`7V+7uE~CJAUX0qp*J5IhTBWXRvTYRktz8#PQ}3F@W`{8HgLHbYbwL6 zJYJ>FV%GH^ucwp9Jq^oi>8F8luO-7)cc0m}{UyJg$Qm78^ON}fGOt_*!{q2{uEk%j zt>El&X4|tNx|^-85L1firKDM-o_n@S>3IP*KMTuhbh@ozK75=Wiy<@JDEEkbW%0YN z_8+nEO(Y0&?tpskOnRC3vyLt+{%VT}dAnYRBrov2cKCIRsF7+#Ke+NO5%gCY_aIB2 zQ$9+*613e1f>lX$jNkLw?NB~*CoOwwzmg;iS+NEFbs*2#Y|$THdE(K6rH&}LlYP`! zsesvy=RHD_dqnQ9^jpiQr1O6octu@ z&`i`lOnlEStGv@*!q3j+pUGkNp=+LFyCq~w-QOp$t0bT3Ba+?f$|E4(jF;A9&6e1Z zd;Y9)NtMszoE_{AA^8{b%(axrR1FhOBk`{+S(b)Jl4~kUK7kX-#rPLC&W6DNk|&4X zX*9mW@dvb;;@s_In8^e8;N|u3D8-*{6@Sk&_7AMRhYqO-S`A;5FY$Qj&cd^8#`s*% z|B!sK{$A340S%k`yn~LPLS-yo+)0DdJmCNyxSH2rM#kmly&gDL63VHOu@>ugvgcL$ zUXHzm@H{y)o)>>E;5&u%a3=k?nK#>z_&qYVHS#QsnT&<2eJ-j0tUmgIHUERuE!dNc zy2-yXPQSSu%&h$=oV&8;0=kUC;@pp=&RACIyyUOWB6}*xT*uyBcykjmE;aVDGHL`) zq;hIW=%+qxCFipiF}Z&p#GBbXF||z_iYdQgOG#R+2{e(zU4%aV+^-pZEhb@v{ zWfseP0QLQN>-`Yu;a*`44J*(#YsssSZ3#VQ^4tZ^_GZ`5#e+nTGNkW@qgT`V0gO*& zt`m&g3J!J1vYot{fA`}<51Ij&!aZ5r9%7SZS^3{v&Ev&~^Dw9!PZ|y9b4Zo^U$aGx zRQJq&`((##kFkfrr=#9J5s{O1wW|^DWYfB|Pj%sB*M5UWHCb#W3)ClTvUR1VdpG)i zZ0vajzHy(D*CbevbVw>um+x$GLVW?ea7+D~USO?;gBO?amJD zn2h>I!e$XXvq$G7XG^f_ek}H^IjS1X2l2n(pqjm)?Ts;*<+J+nCLWN=f(sliBvzJz zVRDFGPm-E&t%qZ;JJKHyliT`GY)$6&ei*+9yGDx_$&5Z4e^cwdJqy+=__>)}d4h5X zZD#of^D&)2aos@$cQ47ZGL@tU_?Nett+dHoqrOJIi^rD2u*B zuhA#AdzMZW#D?GSAvSqVyJSNA-yV#=;9bVd`2mCuHUn&?$3%Z^W$O`SNClrpn3)xd z!$hr7xZI9Zm7Uqk>REewIIWKsi=HQaZ~il#JyY#B&r@$DZ5@3y#@4cIHc%9)p>4k5 z7iFnlqQf>)H4`Z=cE#7Et*zIx{Ps*%`ivh>FNhBd#rW)B+ed%J`9Lz&?iTfvDd&D8 zOeXUzb5v@Vu7E&&5n%;Me}Zh*uuX$~X0B84Vw$l&Gsar+XeSR#w#K8_`v#2Ig}qIn z)t>Y-9jT60Sur{iu6b{e`qN*DJ^w=G2XjnnizmxORhAo1o;UHZBYSMe;KpX_-*NMB z$ovE8Q*gczpM0CWlOOJFnjKRRy?)mFks{(3G%0WNmGE5*@oHqajs51*A#ZO##f(~f z>S;1ABu61py(bUMJ>nzuNX(y&fqi&Po-IzM@oN}3jcup#y3c8syuq`4UZdqx(0Ii- z9a%mr^NY~GH%y+!qz}oLi~^(Sl2syuSnB~uUe9hbapX$69ghFyAbyamlHc)JyVe6PRCIbMoAn>jWYJHKVEWD9&0E)S66aTu?J$*=lZ&nKRz^#&1qCxk9= zRVue6<4o!feWbTPMTIMA+zeZOA=@$|FXyG3MX&k%=SC9u!-1dqirK=ZUZ_ zNwfOocn{Law=he@O_r=;;=~|+el-m99`6`<{@~xCS|tPHHWuwhqy0#KBU>J>WnnD& z7aH}ndKy>$B=bbFlg}gjIQsU6)!W);RqPlx zy&2zA1#$(OwI*?W_PrG6XE^tynJl^Nk`b(nxN?+;aHLTei9|O$H`f1W!8&&l<;eRI zi{&|XvX$Wp)gojO5Vc-@KQ*ao%V^-%=& znO|3uxfT>glHwXy9Awn1Sfeyumq0%GXE%}U6dd0R(c(1j&C{-7@#cjBKBm^?Wb&knM_rN+bKR-_?c^)3K&cSC598yx zuRC5e$`iRWF@F-|TR|r^^8Vn1*=Nw34a-33J(zA3k&^K-E1Y-ZR-P~X=lp%-SRgX* zVAahSaIo?7hCM5dW^0{2O>1~n7aWf-o=5skIJbtz$GZL~sAkpEs}Sx3fz%Jmx466D zFv5{8MtN97eGFHNk?Vio@5|v&DiECIF8wy1Ta1S9n|)4X%k%YFQcua_+7`zD(S zWLL?<{NZ|S&-3qovqLxRdXO#Or$_eK9SynPjNg>~3u&{0<+GChD}HsZe)orFb_7+y zzVAqoOjW5Dl6PMt*l`$Kj%EE+Ks*OW?}t=tp8SY$v*&uY9v0E?dB@JjuV-jJN3I>9JmCp&S$ejcvTtaDnq>rOZM?O zyeOpCO+LqmQVDbcP zyOA$hrkuHOf>Hj{PwMRzGU``+d928H7IuFoI?iF!VPac9M~=bWe9ySl|M?bLm=?+X zu+rSzTaTmpU=5tACqu=a}_}oux{awkI_M`EIn6OH;zE$+f z)3mzSlPnF%GI{_xM)K4{;d3_+{KG7?k9fHj|TO&$r8GhOfT}Eji=1oCuEkk) zFIkQ<)_&%n)Dg}~>swfNG2bo3Z@Ze$z9Cg-5x*HbHil&~(M=aA^KCvW;ns=EvDe>l zeUZL*`&q!^$Km*e&Q$byq3e8ZHT1aeccY_88Yl5GPir?6ooBV^6$h=P{mNxmC18(`Z(IQ4~g2jg>d z5_cqhJ60X!*jeyQPSn+AuwrJM;;#OOe90?P1_H@Cm$#Bv!oQ|CopmrR=vNx6cH#2f zyyYl&3y)&+zDCPBo5LVK$W_UIkPIZZu;}s7NzJ6SkiLhV*1~F{7H^SYxN)0{Z9l*~ zb?(-Y`6o7Ck5B91kY@>R;6f^rbv92F#njZ~Jp)n)!2ipF`11*`7^m%VET5W(XR_Qw zFlj)WRgPt){fT^HGPF`NtpjG&BWXXVUgYoG)l9~0vVpUE&Rip{;)Y7!K(CiiG}FGFyxy^(s;Y?SjgY5xPy zI*E)~({~ct>yf3BR#jN8o$FuZzbE@#4M$_oqU=;!%Nlq%K-;~%KkE>)_AM2{-ryGp zK{<68uEwH!wSIyP%Zq(yv%_AJt|QOiMqG*iZAm$f-__H{_xigLT6vz7yvucs^#dt> zc5W3}JF<12T2{b-Uc6;9Et11~m{I;SvwemynG*+L`+WaqifDI>y2JVW=NNkhO>$2* z!)TY#AS;&t6%%(Exwm-!F$SkP)*bGFTVmtcB%4B;1+# zP8XXFF=N&j<)6i^b4k;S6~^&|Td?6MV<)4)Zo2JZs|(ycP2mx#F`H}!zwm-mym1~) zpX6^PX_9X{*(aU*u~Zjnz}i2Fipj3?0tt)4;2CnAuCJ_69|nu-F|m%TvUad0Y4dFD zKapoS)Kk6bHOQnQLvkUOW}$;HC;4WdgT~3cd6(#t`}$Sv+l3rk^po8T)x?g0?vb9O zZ8wrXspp1pO>V`>u_2neQ#o_mgzHN#q$#m!~lGYmw$^)_8&038&Vzd4_DQMOL7|RHET2_!+qG2HJwA~cMi^_X6(f^6_J z^Ax=d%N~hGzq8P#xN{~h)id_VJYYWmx&y*n$hub?`pfuN(&ANrcgDgpqVZdJ)DyEu z(Pk)}hw1l0Ef?eX^<>#f_T=`w$>%mSpTH`YLa!-V=kvwqc+NPeeoxMSjd}&N{-xu@&y#iLZF#= z*F%4Avg?Qfz4IoyAM_WIBUxAn^N4+6*H{D^Y}~8)ZF_nS#gJvZG;8)&kgyVYk}K*~ zcJIV$16i!2x#&*3f6>+1iT?+j=a71;5lV~csmME!zrTu0m3c*;WS>rwWJv56{%!ro}=%_Np+t7>WT%a{BtWV zW$kq{8jsPgf@|+0T@i7rF1sfG+eQ*Mgxpiudn8Ps;yL#~b3E?uroqL=t&e+qv1M~X z%;-ql%f+QW=DGbaHQy~O8@Z-Fo4`CPn&08EW!%wRM2==WWv4Or5y>*6RMq$Guuf&l z5xoB`NAmXZbi7(4A}(ju(+g&;RL{z~y?5BJ2+Jk&N!I%eBikV&P-+A>hgEXbOrZU1 zM*WMoY}MZ*&VERznK&~Rdf%|)2&`Sk*4c@*o;QbqFFl&{Z z&mYSIlZ`T(pQZle9y+EjXK_;9%mT^$k?NV(@s`oPFYM*98${;=Sf;c7Hep>`pSQaH zHe5)poypigja}~dv&3vW6>q1rOYWd5vfy7hmUm5E=~EYOPqA-Z{`3bOFTtLp>3)n6 zvp#wvG~e?7#g0CuhuNa#zqCzG+UMD9nNJn8$(z|!6Dp3;sVNY%%0`C zt{td{pG1>u@TV+~zS`OSaBYLgxQx6<;MpENoxLV|^qu%oT)Q6pth!mK9Xa0CSKdx! zKXDCce&+9C*pod|$r_N_>c^YU&Vp4jM=mnvAtd^n?$_ui>s0dI@y0b%eQdgzL^JM*kR)wLo0`ALUuoTmO6Y1(gFYAYX zBu(Dv{$|XdAa$#8|0YS^t{y{=kuVm|x&|Kaw?BoU>1UAP*Y?@jL^)439s8T0guTOV$dkc9humkRCR>^40=> zKZ@rh-`7HZ@c{ow?ZfPg$(_KDqTU>Sagv_yq17||zJVB!%Bich%bfOw$kLf4r$O>* zoUP&0Ni1;!TU_GKA$L-5@X<@nQK?tkm|UCKswWT0o3u{&|EBT#ngtrOduMi=O6SS0 zN%h55P$`Mw6Y(o6GP46REA_5t$*ieeiq#8YnN`$<@jbbz^R6k`V8{A7j4ir|Y17Gn zEg!oBH}*PzpSk4@cWvDvU76)Z;n2Bs84bNf7_pvb)EB9e8D>9rxlJ^yO14fSdOved z?$-xu*})yaOYDCn9FtM11f)wq;X7mGK6(_7$XdYcGVi4S-E?_}w59b?*zCHj0G%o< z*a1gArOQjSINZ@U@MnLld8oi!uN0kbhFEC`J;M5J;h6W#SL4gKa5;o+Q&H?GEYGuu zL0J1M9ls)bLl_=J_pF0EiEYQxsEO8H;hd@?nU~v`XH>@vkP2X(9F;>vJ9aI?JeU zVQ6+quX87reObdWq`YzR+;o9C`T^Ih#qJw%^gbB2rSpsM%w6w8#$3-%m1%My6w0#J z4XiUk|CP-U@8IsK{NWVWA3&0O$(bDfC$fAmI&Baal0&z!v99Bv<;93%@H-Z6KqBo}qcxwEpe*N9L1cU(f#b9sKM;8s>SydOSZ=zm<$y4$2qe;c1TUWV^1o zeHuMZglt!1^)+JFKR2e;mt=SpbE`u?PpQw+ZyWl(ppW%*>F&B~^jh6r_mR#`rD-zE zehsmcMc>p7x&t<;%=sFP`iY0-`B6E1jg1!K?!C?~BSY#^{Ro$PS?5$^{D@I=@bnL3 z-Rqlh)@~K&z^5_(wI*{58s$#vdAjB~OmlN`a<`n!Blk68c^sTbhErMSN+X{E-J>D3 zFT_(j8|Z!tecpGx zf#{qkQ=OrcRZI_GIQK`A3tcU41nO1-#>ep>RG)Y`X2ew_F6J)bdsltp^K4qAic&c->{P6Ye93fw z28sHMS>teUie4LHXak%~^@P2r(OS3(+UWwJ`iu}K7JJwZy6nJR|{eDA(i|O<;HcT}~H{gF`aVu*>pW`Rr zWAKsCSdJqT^wXcUUN%;qgkEKS*vNkm)pi+6cVnYzSnwr{jukuCLiiYM^9K4kqhIaX zA&@T3D~G{uA-_A89!Ig}5a&MCPgRlNbQ1M7M_vYzH^`8BGN~3i#?gsB|ENtL_8O(% zdHij!NcbEXf7JJ6sC~>nbH(BT`g|NGPvObkS?^!AdW$7bV)v)@KY;J8#f4;yJxQcF zL*!q{IyLlj7~7lysh3DQkcX@^=eE`JZe#c7L3!u+2mkm;?Q0+8Md9D^^y~sD zPcZH$G&>V-)`=F!iWJlNS1L!%6bJsoo-t5cO3&ZmJcE?aLnZHAerKb1pzthQPlRLc z!6!TOhp0Z+v06Bo8pdNFeUnjo>hoMWUduM?p!U2do7r!t=y^LPJc1?3!gVQDWrt@K z%nHl4(x(+H%ad*go8>)lalE<`A8@3w!4u}CQoWk z?P1U2EOs5OS3)ouaJo5vt9C`XRvna#ZPdbHj16AnOBm_^m}KTvc&}?%e&))jgh_v^Oy4>J;8ieNet@7?u~r9 znw3&TZk)Cy$d*bt$rXAehE^?LXKSpfWwz$@a}?)f(ekLBEZ7^{V#SA2Gq4(i2igz_p0G(PXMDj&r4bItHVY zz`@i~536LxvOwi<(9r13e9q_T7N(wyVpede^6;gRYRRoyXUm1$XC`M&skB^?LS zu^qq3x7lX?Zo)Mb-tPAd1NIXx(qWO<`cVF zqb!szFizgwyhN6)SUiDz$skxm)c6oy$$gY(Srv_)HQK4JJc`bFzdQx2AMkm+=z6xl zuN5m-v*NiVtzxv)6uO$dZo~Xy`u*4V_1SY5?I!Zo^I?B1bRWUn34T5yMeb~u;q3i< z;t0}b_1X*=jUoRw5$<9fOSRH7N%S9Gd+0w;4L@~t@&NsZ?a46lhQG3N^E#YZL7SUg zUyQcZNfqC?(fC;r*p;uPj$9%BzlG#~Vnp^DUDfK$Klmc6bT37awS9F6~}*Z6@kAA@_IOjp%QGCs6* zU2Vrs7oUIO4XLzpz6kiHm|F=37n>sV<%kV@K% zT$QZp3rU`P)W0xi18G~5C0Q^Av25Ofy+oSS=y;YFza|3KVvmOOFUNY5u_r6LYxAj6 zV){ncS0Ue{@J~kh4~&_bf5X`=xgOut-xW~)(6#xl(#-hhVo%<+zDCY{NKwQ!sR{R~ zKITHU3eDG>A6|204;F3~f1c6v0!Nbv>|z!hW6a*X>^yxJfz11~%X`)T)gZ|ev00cn zm#6R1_H*}M-C>j!ctzn>N>t4H&$r>1r%K1bcoWH*X|sw1*BS3k(YB=V-qYv4xN$43 zvqR*3`gEk-zWN#LCz-sqnhhpt`2+s7=EvRjdsxBu?EQUCcGh={mK+$*;nGt^ya8kD z;Zr3{oQnUw`CmCasLnb)AoU&p`Q7i~bU0N!|A^$ZSt5IuJBpl_LuoCIlLaUlpLV}FLg3D^M~Anf6R_q>+!5!Q@f)aum2b3 zGa>LHoeHt!XwfhA$-dW1atQw8(*=$F6+R^g{T{4I+*>W) zRK~eWjeROVJQ!2fk*YdIw}xdRVb&2Z)PKH5R2Qe-(NppbBr8iRHp)Kvn@Es2Qo;;4 zgV+De+NmQrOFS-1i~3^n!BE&^q_L120N+C#tKr`HLs7V*{*&jTtl03nk#7*8KZamE z8ccyyBF%lS>#NtrESGfyuR`E%_S%3yKg05Re0xgUC3u|*^$lVE1r#o2q3-0o42!!% z?mbq?la99Rnyj2JI`=%b98B^&{rgKiKFGNN;%I6MEZ6dKwjJ&GLVT+Swd6>NuM~Eq z7^^>yL!0Pu89Dbtxgm`P!TCcxKTG7h+}Nq<(oU<#%sK5zocx0CVCn;WBm0JH(kyHE zpTd`En7a{1sgn022`kcWE6?1A6m?0N)r$YYql$m6wcBJyP5!cFnDjXB&vS=I#q#Df z>1xhMW%7RXxCUo7!Yb8dJJIBOQvHrY*@bc$Zx05^r(eUooOM)}W7r}-($AP#@%%1N zIM(&sXz(iCvlHV9y${B^Um%hy2c=1SGn7k-O*0{!9BB>7k^D{bY4nEi>TCBlpW6!0 zLwWM`Y;+UdUWdeMBF8x-P2RR!ox6^&q_WU1SFIw;y?FCJ$(j`0UAEyt$3fv%SB-&4 zOGqd4=`vWp2+AC2KhT#>{}jw0)9PAzT4q>p*xG@ zTum%aoGC-!jZhjyw%K~$#sh9}J{j=q;Y?O?pYBs#EJ)6V_t+uTB)5nFE4AArE@X%3 zwMIw|>)CL+m$Wa#G^>(QB`V)ilO3xgB!4zWo-}2r`J>`Z8Q1@d>D5KGXUvPI^NwjO zw1Zs^=1aTvbB1f`;MHNUxDwKN%C?Ri>maiQ;v6P306VBd+ zqb1yhre4|={3q|mj`TG15*X*9S0piezuo=tA1u z1hwo2+Ck4gqFO56JcExfld_JuR8^lX=+M@6>&TWG-K9wVq;uDjp}*eevUA==EyVFW z1=+{vk@T8C&g4lLK(hrbaFd@r8%mCc8u}WF(aXtxC~faIqYPl*gJCsWj~jX9C2Wv= z4~59NSr1t|x13b}+ez{$j&FeB<5-*urb~>vRdi47!Fl>D@AvWM%(Llmi&3&SEUTm1 zlPPr(oAa|5NZk%DPr>nY7(T-rQ{kh!Bi%5xCe*WL`Cf7zV5~k6?~Es>!z1-6Mv^QQ zySu8lCFg*xvG;l2{}*{v@24lU z?!~j_zHI`>3M}xO)-UV*KDyl_4!wj2dB)xvLoWC8w)2{DxRM-jd*M2j1$&BEKj7Kh zV)qVy{0RPi!9w++HQX2#^>h(z+CiWR{4aIf_n4PTY%Q_#XEx0~?Q*;)S5}9c-*&^G zgz>hLWvL!=&Hn(TE+WZ`UjNFYo+yZ@(~a4O{aZq8ya>@18rfevPz1?7;xKs{E_BAo z=Cu4ChexsTL2Q#99y@sIADGsLH6HbC&MFTe&wmg|&48?r?tn*E)9`gYO{3q(n0!6m z8;K-+M3Tk0axGT(B;i6cUY-E=r0;`lb*r}Bc=B+zI7SQ`i;I8_>pebunm)&h6Bl6KDaL<-)`KzXPx0#_ zZI{w5`6`#|JxWMB6;&~1$osT5cp7VG$Eb1f_4_D^u10?iVR&l$=_nC%Cn zWJ&2j=kw^FedLGYU+#Jg@;|k*7tkbkdrJAAJCAvGooB>b$d?r%JMeoqNsrLxJd7C! zkyKBvfiDv=Z7%M0712tN=NTw<)z2OD$+dnna+hM49%g{HF!>8sUwA!MJjppSB?22EFeh@f_M6 z<4oi^ZCV&*CJPnCkM`!sowUnyhf^S!8g02hnAKcO_`olayG9TDaP>A?48nx-oGDhp z)|vV&DjLPM<&F8CGoU_>>PzA}d^)SlWeQ?;fq)Bp&@SX747|u~^!H&Eo%e z8sQRHZO|%r3+9pdUw%K@k+=AJ0bS>j@kf|F!hVza(V?VYO5>G!y_46>)X%X6UbvQz zWvy85;1zRjyNmT_^Q;dbG}6`MTu4;b`bJi1!9$nBskh&?{Pb9O%!JV}UX|x3uj+Xs z)b8X1^UQirL-$HnIEfZt__i3X%@ajZNh(i8FXA&+B~(7f)ORpB^@)?UEY)gmV%HA*z8J>*C)%7yt{X{RonAW%JSekdH*uyVz8_F9 zFXXIr6*e~%6>jH2$+(bb;tN=384VWrDMGTJAzYE9&pV?i3Afv@=0Lq?H%01I)Y4}! ztV?dSr%0CFp+B%jGADKLZL;?s1hJv62ENn7v%K^N3|`=qJgFX{_cLKx$z1#a&rCEe z2alZB&c~mZ`A&C7qyo`_`g)5_=dpcE~;B z>_$0*W#(e>3EC~j&aU32hTT>$eeP$ktR?;lgR7A4H{N(C8Bg=sax(4JdYnjpE1AC3`aNDTnq2qsV49-5s+e$d!>4585ySpEL)SyRi7R=t$ zDP+h#>ch$Xgkwg+upY!>x5@?4;afI7OSJ1QE*wRMYecR?ak37(ccObC{{5XX`m*zS zdiE#9{vzf+Hn^DUO%b@eKo8tL`5KDh%%59)8Fn9)KEPLwSNiBcGym1$c@`XIKQPV?j; z%dVbDUYEw6cX@QyBn%UWlb3&uBeMtoe3A1RHd+gnEA*7gJR6~OKmKIT&O;b|G%e2L z9c9Fpr`hCheH`PP8W6glS7Z(R5ynn6+1xiSFWNRT!bCl-AZ@bIOoh$?M%&81r{Q-g ztxhyM-oYN(k(ulv?b+@LtSKg;6X=*~eBIgNKT+m?FsMzo1Gb5cuhbjHi3*K4rMQ^u@8 zn$P+}NZ!J+gK?{)cA42*z$B|jA17yLYzQw=8;rSkm z71rB9+B9;;ksU>4*zjlks);>A$dh`^S;O;_wzb5nuGrevvF+KW7RILL{C6ytea&+* z?IRZb0>VpZ_PpzhzkHrLu)i7OIe)XhA$N(Ih{lOtACmM3z2sTpP8gMC)noOUojQy3 zkt_TCp}v5`J4lkJ33u|y(y(a8?k~V&B%5Z1?x{H1qX3uTyy^fJ$`*q^h84SD))4a5VUau6P08~Ki(GDITf~aZ z&HV4-ZhwAqw*F6J(=GV&CqC@YF3I!sG>(4Yd}%(c^Q3XQN(YmPiLW`B45@aB@0W>r^V+PQnFjvz~=oLA9p{ek`2ZkUg~-lb7OXeEb(*XE~?XLiUfzlv;0X z*|Ilg|D*qTj^D(V578mnRk9-gWmqQKwP2ABdOCvU8}#3Y2iIno(HMFy56L>Ldobf` zJ$2Ock)*xZ=*iRb6W(snQ+Cas$)ne5pDX3;%sGrCS2)WV4##mYoWd_wixQ(TXP58a zAX75!_V#@+O0QK>Lf$5QoC#OFg{28)ErnRcc!bRT*<~;Za;AAU`EE7R4fr&{yS;c&+L-$wJQW&sV41mmqTf$M#8g+B z4&9-A{6yAI&EI6Ce_7vOvPNOJ72z947xeZW_Mav4T;=FnVY!rl+)esaEWMKd9m5*s zVVHG?FZlTgy2%z>#}UWEYaIy|I&Q6adm1~$dPC@wtb!*Sd!^SWK<0G}s!GSy4w_8z z6IpdQi$4UnDsaw-_dq!Nc+NFWNyt~m^Ue@1PQo^#eFuKBoix)hb)LvI2tqG7;!?Vv zg{ga3cs#%4e7j)hy6*%XUz!7 zu2a&n16iggO&{e!^Yt)8BtTT%zw#;U~5~AkeWV@X2zT}hXeh((`VfxsM z+kJV&xqSL=SS0F=A^Ac${{z9dSgE7_=j!ntpH?!Pjic#Nu$cgv%UR*U`u!TZZ~4g{sB5t9Lo%E~k5$lUsJB!c{EvlN=_OC3-e${OL#FQW z!J@+|ks|lgo8$0yme_(V$+-IlYZd16Q$&fk={f{o|G>&REO8GDzeV#2w3sDY4dOG6 z$=KX%S{1`nDX$r=4l_3-mweXUEhWi#y)P&4P1un2o{yUm$I2%|5D~R|PkURUZvTJNQD{Y44Y|OY5Gfoi`eI(HN2h?aAV*oa1%W5+sn0Tfb&C>fcG zLG~v08sXFFBKRRRJpo$Dd;J5vQ+FlzT8{O)IS&2=r|i<053AJ9x!t!9=re2I?}2Bo zBeGMhG#33XW>hBg5oEgoPo`^=93_oukiB@7Sbl%;uf3zP;{Q|8qnR_yWVK7p#EO{R zgBRw``9Z$>5N6%XZowe)aU+-|yXY{8C&Ng8dK}ABl40p=5xOKVohCj^z>4Z5zn;eq zF;`^I#v6RQGUQJc9cIw_P+S}2=)3gvuQ5N?<|dx{wBz<-;y`?HyhMu)__cI0X!+ScOb!`Sgo9KONPuQ>O)m)_ZVa=Xv7)4DgEw$ZT{jSlyl9o%#H z&)vQhE3~?FQ;?J$-ty(Z96G^RpLWl8p8Tku^0Q z*J4KM#cqV%WBNE7>Id=8SJ?i3nB=)f3nS%Pxv@|4tYIEsJsG!>g(`Q9ZWEb5aa>V- zS9C-oV;ChuurQ^Zk7Zrf2&(l-~2TU4S*y*x`5_d&=MH;^amCUV&+!u*}b_ zuuWf=koPp+*@&Fw%o#Vrw=ln1Mv4!}@*z2g`yJz(bMQBNQmX6!IKP!ejh~@Ci_d?j z*8xWSkC)YF&7C|a*Z=47-Q34{(Tp|GCxsx>i@l!U(S_)ltT~sV<57P7Lz9}MNCywO_ zeXjKD`K&z2I*4R9I}6AHz#=2>PrvMGZ>q=CmrR|uvuN=y z);BfQDlAF<%7^H8x?`WlxrapKRLn>v^=_gW-=DtY1TWC4^ANE&1SMQ%}GNr_h?+3fp_z1k%+UxG4F`DTgf&C zyPksjN5-hCpJ_b#L$;XaxFJSphRMssp^qKg2v-;St_b^mf}OwNKx$~eO3weWP@Ww; zkD+ZzaWegGforlT)EAFBkvW+scEMsRKN{*hAu9yd=so*g524XNeuuH>9y9Vz$ku~H zW&AwW*;1YxFEmO^eQ$(v*8UV@r4!8;sUdP7Y|haBEgrL)RhRRG!}Rg8I9(ZL|3E#l z?PTw+p#4#F`id2k-FF%6U!qMVcpQdmUoA+MEk=&&(s+Y_O-RNH#Jnc%F1L zDDdl+SePsOYkfD~r`PDaJ=uq0N}kK!f`h5nv6t@I?KmI*iepG$(wBzGaEL6`I#tH% zYI~dbJPAWzCq-!^rK(yonyzEJj*y*&ZLhN2#b$`Bu_gEB|DnMjxPP>x9&k?brrD)9 z%U3M0(?;^723PXg&11>q*f=}%KV$DH{AU?19D(D-vEW#JeD@BcwOeuMQ+q z!~S{t|G{p9U|1Cbc_!Bf6PEJVesDWQ?6||LN#b;J$u)*v)^X>l^GPg{IxwsBJrR>r zo8U93z2ex{$aju$bB}!^Nwd=WNl1QRjNUw;fw|;aty*K=XQXZm%~9Srhe0~(|*R`Z7|DIy!Yvn`?Yx%^fW7# zfPD@9{{gS;!datT)?%F@qQ1;Wj>P?IjD9?Qa@V3ZPA_ETwKV>L-@N0y>{hJ-@kw<5 z!dTz)@+b6IlfPYo({t#SyLtn$>|MHM?b$cRD2^LH8{sxH>gz_B2a~MPS^zI`El2k@*FWGu%w zO5@Z(vaKob-EjCvQ9PAa7CHmS+P7ZL9xs9Ufw*@ZeWyBu>8(vNAJ^t1Exqq=l;jjG zhpSmFoAZwB!|3CDeL&J@jdv&QZmHQdvjF+s_ zD=;9{;6sPB4<}?eEvEK4)Sii7@7QmOUadL0kuTr!f-qiE>E)PSM2td zD}vNVxR+#e%vvYVH2Z7w{OVKK+{c2?nA_SKJ(=03Vcl^U+Z3Z`(CiiHEQRjU#>X zz$822YTj|Lxcz?>Nm4az5T3W>2^$@sI>>cMIY%GK-f@?fulhDw#~k`(t^bnz=475!Po&-8w-*me4TRZryV|Q%dp{D7eiCDrvF&zxoM`;h;oMNG zf&6TZ?^E01WqO^;c6rYAs=4KDxaVqRAL+iQ*;O>}$ddEKv);~)>-)Z^czq$e{lyYl z4L!bqh1JO012!Z0UwyV%is_e&6bndt9*N(Adu^@rEPA%yZx%gU;p@$$On$`gXxM@L zhtv8`{IBZuI`T~MdKO)3VfuF37Wc^uj_<;5$!Yzb){kJ|rCuf1+gtF>-JW~#GIbs1 z;YhNZEHnCVqTzhsE;C*?Ue}(E8%esGB&A5Zj4WGxdZ-buCw~tSY%~5hWS{3*rGYbt ztKnFaN7i7C(mXj=#9J|{2}Yg;gK0i{k9S_^xIgjvP=1&?0ark81G%2@ZZsR_nz;u{ z?d6$Q(Do)M_0;RvMqC7iJRiP-JX4MQq3^FWc5xaG$CRUtaXL$%!q(Gh`l>iv7K$~+ zhhO!un{Q>Ej)-L{WFt+OLuAm;|SXJ=nuZJsxJ3#{+U%5U)AHoX5|{rpOnVo+Hi9;F)3BbZsl zXZMnM6Q4TMck5x%7k8VB(i3R9mfd<|_xEGq=8#{Sm%aidU@$zaioTvBP7syJ>zYFwB zZp4}R@EIn)N#=@ru8ecB^9Yg+61!3>HG3Z~huNVRvWXl=;p`-R4E0k8#^FO*()M%g zY#x;Ssk!Uh1@oqfcpF8$-aPRFxP3{sRQ0S&wo`q-8D}2Xwp4+qrQ-IhKHnl*|AIHU zyLT{)rPkNO(Eb>6qVxGA8w0hhx5?9!kM)$DWXa4sf>yJj*jwAunD|>kyv|e13(QAv zV!(~0S_qkU^-z=js?qyKGg;PcpCT%}smHpa!HYf_!j7p-{|Q#t5WoK>|Mf z?#G;E^Sp1*D8md zwQ#;GNm^*%hwf+ie}&Np(&8FN?q7g&GJy2Ju?61MqyN1)mVK>5dFksud4%-`=@IIEssDVT|_@y#TXec+gyX6hw8`B>*sxzg<+8Xs&Uu*@FmRZ;fMxob}uci$B##y`=mB^J>HedDz{-rs$Wef$4LcI>rHkm z?1(qulX{tbM60iO&OQu%hFxa!&sXtl6eMrsi&<|o5+hUB`bDp@Iy~7sk2Us8Qtb8a zRqtNmHpU)T5V>9n|GtOq!+6?356M-2 z414y({oMv#p{+WXjsb$HciK#hrh6^-Yk<{jW0||CgR77$bS? ze-O#KKy8fUQ^Vq6oXbk#>JUi%jzMtS-zTfcu!--taa8h*tJiRYW(a1NZG5&?2QXt$A*&!wzmKgWSPNS@u(bx80O zRu7}!espO=%SBozCu1p+=brPQY~3G}O-;?&+I2ooIYDkEwvAm1$Ii zPwpl~*3^^{H|mnMJ>;^ZGT9;4YTXfEW@6e-cA6o2lqCOCFkd0IT>{lhFt8>WU!d7$ z%*}n-VWe4L-0Z1JZGrW8ut)rxjWL)vd9~3VVA;N6Qr79`8CW7*Ds+FN zpL?9cHGujk{hSHs$7nDP9yj36t&r@%|58u3Hm^UpAU0IRisW^D32TXB#Q*AweS&_26su^pc%GZ{XH`7?CTe>-4de zg(i~X6Y|}`%C}-?GTf~5I(H1}i>Re>CF>}1|Ln|DxHrexvtXWGL#d~Azp?XN_Ih(iYZ|03>%SsTa?hl)!>K%EF3Y}au6deY&%>&m z$s~VNKlc2MU9vjmU>>jtLic0w7C#mETk>-ZB~|i+e+ch$#ny?AAEV!<|6l80;FK!t zZ^F5pW9!1~K&U0xe0^4b+z6=&*%1d?l6yE^s^U#K@#$wa9w<&k>n`+5wzB?g)Z08> zhZVEWH+33Ull%%8Rx@hWA$`O8yKrX#iEkAR&cnZotd=~R*_E_Ij7j#wNU?zTl*YLw z{C+x4*3wHV6gALhGz{L-=TM&XyCX~T@S>!hSyxaJ&n~XRdD1vP+sO7YOqS6#yV{cv zvOE;eCs8#=RVPOY+;7ek9>&t_S^O9hTcP{4S#uCAe}&Xk-Zut*$&HYzFfWndeeo;x z>1&c8m3V6MkFRn1D_Cr1rwJlWX_4+l{dE?#|G}ALt4?i{{#Sq;|8 zK9c)+U(P>T>vaU#*J8&&(I^$^#)~Yc(0Pn;D)9AQP%loa2l-sGYggmF7sBiZ=QD*N zo4T|cjMt1TbM$@^&JL#4EEc`hQAg>yykmbCl`quyS~jnbi)WB!CmZB0MPhzQy??<| zf5Wh>B&mlNW!dsHGK2-W{`n27zJX{pw)~#7Q|LTTPrtbazEiYc>6{>Y#b@xXWON=& z%Is9>OutHO`v8u;WBi-2aTQ!sxAQ>$pH|OeK~{AhMCPMOwuU{Dhh!@*tmDCLjhDDk zmPN|a_d$IAa@5asGh7$xy59O!0o_TlZr4BKFT7?<47#N=ex?&MGO@E?87CVd0A*K#I%2IeNu;#%nB8mOOmlzoiT z;q)x#9!;kA_3{L7s>>=B#rOyHe~=jSK*1b2pVhLPXbFB)X0KPY|B&Z3VZD!xn>#jr z=p4T<0-ZlF<13$ZHQ%M$#LfPaSH!e7W}HD{aqb~bgU~G`{snh8vdcbl5A%N~&;44fJ)+4ve)6$C zZor%?&7V&}=sA(;M$vFR1WqPNBObmI9=EW@88mO>_!VrB9fzliso(R$2J}rf=_Ovj zPn&8yqMDxSc>lFgl7)65?EZn%T;4bYmS?bG_Ue_x!kj_&G~N-U=pTewljfS7|@h zj8F{5`#FPXsYN#}GWWehr<3_ZYMp+kJlS!-t8;!#D z7J5r$NKWUYS>+XYr5^6-@V^d!oALId{5$vNyFzL(Y*y%V6HT_$_jmf9MAmjRC`Y&P zu)IM`xe`A=;aNFJ$E_*(8VrWVZ!WN6RQ zwf&CvyB}Y<5|)d#na2_%@L_~#{Jy`*o?q1XJy;|(|R3hexfcV3J4D|pRxn$>~+%lbP` z-|hI-c2{?wk!A!r&hzsdjMva&nbAw|s~POk39j9Zw+|=3gxo@Qe;WHAhu~G_sM?U5 zC~p6#)h*s#iUWCSmE7_tLc2NHn~IE2h=?P|S`$<9oN|l^xDG#(L+^e+mC13i*ww{1 zM~O-$=vkK+&)36`Y*C7h`x)nJTI>(o8pddklW(%fZ|t0Fl4W?EdLi#>JCsh#X**aS z)!1f}_K|fv8EVn>b~#k}eXk!pRx{f3=T zOWb@03oj$t`>^?ulw+`=Gz>bD@^QU}`hE-;esga&vBI6BgTZ-p2hIB>J zeSn3H>2(FGeQ!QGk`>-FVyb_?L*_G~*`nZVE0v26pus@}=Nv!ja|{?j-%2Uwh{B?)3nnil+ z$)E4%!5@l0cj{v=WRqFrBcGKt(!(O}FsMiC7wG*Sn=gP)o}E4k)$jd1ncZrTE>97! zqSb498NlM5$TF4IlSR5~`P`LIn@NTav?;H*4;-5_{N^O+$g1^3ij}-$Ha-8sflIae z91s7}*CYJndDbq^e#v~inC8okp9;+1@%gW4pUNSZi5!#7@>Rw6-+g|C&rMk-~X|jHSUsIeZq!Q4tI9$QGT`?YU1zX=pnxeG4kp|!4(OkXV zT@d5i(szInk|*m*SpDf;CGS&VYysPMz=lMTA~>yc-Dn|6e|Lh|nktA88o4a?(rIWl)zv?sVjLXx% zrrxSxX);uA;Fq)5tT=g&rQyT+c+p6|I{sj6`BBv0=iMKUe^yLe;@sqNBc%4;ERy_z zZ!K}^HBoIoZIbV-vvKB&B+b}%r_pBW;URMWDb^gOzaC_r;(uom?sGbvM)JvYEFpe% z7okh?kUIQ)24+{s%fIk0+0(8URg#gvK1)Anj3OAFDp?a8{i~j;IX6g7q@oyC)%z0q z$!e%aaJW1<2hiwEQRx!0H!R>;G7RTl?JO2OQH1HH@n*jk!yCT}vo<(m64`ZmVSJd4WAS6Zuz-zMxY^0b?v_&eLCLP_!izm9#^8L0wG7iX6N{3TB(lPRIQIco}A z7lG++wtSu}Gof_?-T!5Q;e0==&I+b`cu#NMe6=~Jj-I|ZT3rbLgY)N-WxMakVMs6i zo@JDMw9k6UU$L*fUcYpfFqG!CSuJ-|Qa5xZobLC{_dY*Et4{2?*7?_BvR31F=NaQ( zF`SHekB~M^;lHW&`9wc4IJ9a{RFk2KM$NpIJ zEPb!T#~WxgO8ZY8cOXBzRy@i6w=OI(ScJ$m=^8d|%CX>_AqTab+I;i zo{;RVCyGzq>E9e@m-5tN;z~)eq$0^0=y?sPvo}3eJ5pOG9@h(>o8WCl=sqkC7WR8D z+~)JTY3y(e{5}?a_7k~6GiMSl@zM*8G&j5$?{T!YQT z<)7ftfkiuzV=cR+y6Q0^;92^vWP~TY8|&Eiu->KbJ!A=Is*&$@$R)q>H|Cq)q1l)w z*V8cBivOp5B1`hiR%F*xp|c8$7U0xHB5@OJ(1-(!*{e zT`7j7j>Fj`$bFzsu{ZTBUWHv*%-JB)Wo_>yW52G&qx|Mk+UKcMRwi_Y={PPTDeJ1q_;_dTR+<@@)ITn@TfB{~l0vOZ;> zo)&3&jh6cgu94>Wd^!(Gt%l8{Nxh|HpEy~3?*iQuV3Im_`>-zSSPmDP5(QFiC>3vi z;Uz7|@GWcZGN;XA?{b(@+yAWaDak7*k$NFtdK*h>(&Sq{P+cUtg5Snh&-E(2+^WS$ z%uF`+srq|L?=RBza=NzG?on8*7E{WId)c2+j;Hp+*PoVu??95*G z7WzC7AO2?bR`gp1!KKE#iD$1Aot}YU@(qq;>DQr{by&H3p1swh#FIPCY0o>p5^F7k zS)Nf>z<@URce*}Gd*8&UGoe-$4}R8PYiM;Q?<{y+$$rVTdJ^Bs)0NcfNgc{6j(LgC z-Y(YE<#~USa+8RWGx7h#mt+je-LA^MU&dSenkDkgxDwsQ!std=oW|CdYI&hK`9JdB z&l~>1&|5^Nwru@49`t6RGX7`B>1G<=W3HX*rv%>Y7H_ZNuX*N}D#$yGzM6k*rc-vu zPp4H|mPropTE2OVg*67b-^Ar6qMWUzhHTN6xO!OIOOg2~6aC|YZ-i2;<)_iT` zthT-fQ_jN6E1>WbD~@Kl&Fq)wqVr+!6};-}FIgpb;P)ZCv!QXa&!da>_4#CLyy^ju zOY||4mRSLPtH^&c#;t>P?sR44c`E%>Cp2(U@dB+9DY=oJ2=&ua_Jbp6^?D_bJ?xiFK1% zFW3IrLo+~+4d6SBWu`!GgE+Gj`sd?KN%nacLvxRz46n?d#y|D=juHApv7teY z|6=qs7W#^peu9Tt+i??{9c7eK{&(OF57Kk5UXQ2gq5gMalbq+xG?yJM>LiQS|Mc>n zxn&NH9>CYXV3T{qpmF4B5C6HC|0Un(K;Ep49Lc(U@bfb|EFgPL@$z~SRDpN)y&q2c zZuCq}r$1QtMVwC!n9+K;70;gVT}$J)gK+W}0CuTVBC+`>^=5) z2SO8Jl?pu_NLAH$i`XT3`!=w|03MKx)=Ocx!d#q6)ir&SeS0+^buRsqCu#^LC0owh zSkVjr+hcp4+qLj{f0|y!Cyymlb4YLYbBu5Pa(q^(?5{;z*d!~-1_*!7df)r>6v%}Y z_4WTObRXeuOCeKN>vgcYi6t`^BzMbt@t`;MwBqGuasCVQS}G^K3-S8cx0(ze^QS=& zxER7Ou-^!uJcB!9$hw$kyumBZrPo+9;A#A#BKb0t9Kou$LhvO%JVgW^$(QcN+f+R$ z?U;t-YNGX3cyK$L-=dG9=|< z&Q#3jzlz*vz_bK^o?&*oh>eE8H*0oN(d#x*@L(}zqY)>=wX=6mv(pHDWOw98`nV7u zN-6#wJR^I`XgBWjwTZ^gLwc~W$Ki7XAU>k&9!Nt@eYdK~FbVV^vGybjJ6 z;!oBay+f~KoCgdv&c9mTi+>;JbD^YzE%1h&n^>4kaO>! zdE8S4_P&%a4C5KskoJCPr4CW{gN>(UaxPW%uBevnA=JU^o%oe~F{kjn)D3T-ukJ9s z%9y!2dBkU(*fe=OlTY?)crVf7W@BfiT+Wfkh;mtxdK;fl{fDRYJDSFM&R2}YV_E7b z=Sr{AYn~X8efy1kR+aC6ic8Nx$EdbOzFizi9;R=!_={fIC6fw{ zc~-g2Sh)vupk5~H{~B_&Du_~9SJnq+C&2n*GfZZu-l9V@9Lm+z%VeuXqu=?=7A+UR z^gq^bhD}3RE7`Cwh4H66V<9`9kMGIZRT;k9$af5@6^Cb@MAs&3HGQ1O?j5{77N^!b zS9sZXlSR_ho5`K=WGi|QyS6zh`O>*t zWZ!1zMQW~3!oJiBT1Nk6UVNJgIrnVk~~4PeZQ6er2hD)G%0Gl{xr+|wo66HRV2-7;a;T6de2+@ZRWG`qQrgB zyO@96VC?f*YBBa?7r~?6E%y0sT4nY08Kk_J^^+x~EX4AZvzM9RH4$wb%`bKiw-*-A z;N0tUX~EuEi&=@+j3ZCQ*mw>;?xc1typ^UYnUiaW?? z57F!|w)~2|7t>;-S)rDmvu~-l>&&q}+n=QlfN^1%9xfz+&HFx`;+X1w4usDudi}>3Ym7Dnt5ZLrhMfRfpQiW0?IO~C zsO=d3c_&Xvoxf82^LO|a(N9?nc#O17+3-Ko{feKd=u;nhMfq4Vu#aKUSx`()>O)9- zC_L^m>IZty?yS?H(2{QRoUJs2@iOCHjq&xpPmSI=Vnj_=tW2&G^|_UIzRHukVB(vk zJHRn>;F*;V*>Tg8&97$X199XSpG;uAv)G{-t-7-PGEw~;N8CY{V??^oXnKTbc>=y< zt;k9GNmj%AXqjh+sRWWd3E%MDg(SWmUTZP-2AU=(STlA@ru~PsoL+EVa3WO3=&2Jl zKEr~gqF2Hcs~UUssFIVc3y;btqe`rsn{W?pFAA7jv@PcnbX9 z6cLi8X1CbXjcmyy)U#mb+QBMsnG3hkI~g#t5~8`;qo+8q9UiGA(T+`XwfH*ilh>sc z9Xo1u45nlSQ1)(YGTJ2b-w9&%ATktn9x+)Ic^NyGiLL)YWf>{XF~$WXd5qq<4orsU z7C6z8uT0QmP1ekQpzeBlNPU#ZJ#TaGD+KNRc-=n38SyNb_>)TkK+mTs?lP%}|y(&hbyd zzPvFLS#za#GjDhpMnmxHSp3TU*zzLOdAO5&-N~eS2@V}^j5;D|A?(jxmaKT~ug4Qe zwM*~G@Y{zS+p%$;yFWzF>}cPIdAYkY9)9g0@;QsNbo9+IxyiVhM=I)dH-BlW)q1|Q zg0-@?J6H0lt(mIW-9)xUxG|4L!(j3QUre@~th^cLx1ToO!0{_RT`b~VrPn(}v^PoL z4ObgD@;aW=l=R``bp_FEBkmq39^FT`-h8aQXfy{0Q!gqNQ%m~pOD(diATjh%cFFZz zMVS6(-kk*PMdJVOdZ>-ZQ;l4cW-s!~mJqH_z9V^lD^ccKV^tG#Q_=iuF(4Iep5l=U zd0G!lElQu${clZ+{qW@^{Cpm-DnRW>h^3Oy&G5>#d=dKPoGJV0x6<)X=h?T>A(b14 z!}VihCui(fc+R8EbfeD2_N#bQss=2g{~DNm%IZAf(-HK%);QCQk~`{awR;9zQh~d-v-3P*YDeGASeV*`E8w$*v<+c( z8zvl!g+FSu06s5ZTe2H;GE*(ndoNZ>4Z?}u5A{jvRX;$U7x5$&yC>4TG@kxVv)lu# z1FQSk@f;S<%CQ|VIh73#$GvmeJ=gcc`Eh+?bi<=LaL77?r6SYQ_;9$FgP!z+18)*}1|l{zdj!x_?xVpSilYnWn6I!d zD_AP?zv66jBA!fvM?a%w#aavPela5?uXyf{6w_~6_|Jv+Eo_iGyjjJP^Tgx_FNEpC z$XAhN9?|}Bx*XuDUy&A;n-bp%X?`TH6S zp7VbJeZM8oSjfCf!U}klI|qqn%W!Qalv_jbXG}bcPdrYZ#(d>O2tG>RjyUoaT<)RY zaFOa+^0zDC%?I?jP%k5lHAF9!Sbjabq=IECbLH7)J-jYLv!$@x53*Z$&+i4-@5{6u zO^!q8K2hu3kIo9UPhq_R6SMk%h{*9UtNux^F0jqm-C(lCJof`6ay^{+;&R7ltygjv zJWZZ5v}}o2U-|S~Ecg=(rDi!p?`u zHX0|hg5q3)kX%Qyta3`d%GB{oWv+5$ zcte{CY;zuD<3Ihxf)Zjt5q8P@AL%d`Pr9+nDi+_x%16>>2Ml|$**xzm8v8aQoQ?yp z@rIowNbR&qESIb!XYsWCy_y8w&oN{dURTuiRi7s#(5+fm7RmPN^A*>2_v-6)%xNOZ z)%2ul1SGOi&~3iPwDwvnx?kwE;jtZkv}=-$P>6@SZ9;I7J5Gt zCOM-zO!Vq5KBd-EZ?ZO^^&v*>&-SP5yR_?ze*R7{LJ#(x$TO4kvZh(+F!3Q-u~PNz z7n~T+%X3B1o(0NiH3wtbIkE~)UFNvnytkR}!~56$=Gr8g!*ca9itprl@c;4$wdQZ9 zlJ$C8RA%Q~mpq9tgGkYqtv6wQ&Q5Yiy%@yHizRP5gSd+RchI*&!8Jl^|6I#cpX4Q} z*L@i7T*(eoz5klVi|Bs=1{|Qr1_g0C8IO;{xGU+Jz16Y*<&H{*|75Q&C5pag_E}Eb zR1e#z&k7L#f(}>vejh#-!Q!USyj;JjlChb0FLHG1cQs|R?03wSdiFysG()~Z^ADiZ z%Dbo* z`;X;*)FwO2P8Cavhyc%t|JR731L>dV@72jNp9EQZox0BBw4F-Yd&qGP4331>4s+vV zz1(V?j-v55_}#+$9>&Q^!_Bz-ly6gWIk{#Y5Q(bLVG$grI_5#BtihV|X|oREi5=N> zm^{EMdES2zJ($)5p!*#=%^~do(Ww!OCs$h!Sl(>bYA4DhgG6$eJ?5xYm|chjsos#x zR9}b)H!n;aT?LFCyhc4E_w}xq>Xix>vHt2A_|F*O|QR82F`5!Zo5(@*^d?S`ojO zim5N@YZC3VCvrW1&0X04nK8aGVqO4- z-D2{0=Xuj%+z=nvW8wjLy#oTLLNqlEU&Z%E5N+nWE<7Yvm=@FacfM1ERO`f$`FdrctN#O(MZuGRMW64n~5pJFiINYV+gUaF5KWGYVXAECNd1by3x$zFf489EgoPWMv+ z<8Hx(tg~y%%Ukfu>@HbDrz&jQpAKUSWFJcZiTbDq!O?7TgAr~uCv7OWA{vOV$K&r4 zEHW1_nzGPOW{x@Z{0Ard&@nm1ujY9}{U&2eo*mU=+cwacLCT$C>fJP*ibor0b{=`c z^3QQ2)u^)et|TvgU2jkNG}n}$Y1M>fv-WH~gqmSy_Q_vBhZZ8uozPv6ImxS&UEGbJ z^{jY*6wQAZb;gQNC9tXwUQWR8ZCE_T=pT@As1_jPE+cQ|&F}CeS2U?z zwcYQ#Y%&zyowd6dD&=XC=$mJh$sBeYADLpj=PWw)6CYi{?E@3{4&on z5-Glc%^{8&K#C7BC{^TU>V3Rk_Q#WV%<@@b-x3qEw)}0F-DCzz&5KUnAHsifZ)d7j zxwEm3TobVHX-I#ox7)<;0sK7AG=J5q1dHV=p|_a(H>_*IHoJ0)vuHADq;g~>*gR_7 za`-gWICYGEgchgzTU#{vhIYvnwZR;g>xn_EHdBvT)$ly24};QUY|#ihgRuV~IH&$c zM-l%}807psdyE>;rVYIF1ZWNEUVv9;8g!>Y?%4LxrUT|pCdYd69;?UfN}dd(@y!osGS@lUNha z8)3k!^tzZmQZ1*XeskN9n8d z%N^chjC2go{DRkf!74)`@u1k)vVe~{2fq@RPRFo$JU01Rvhplzl3t-}AF_OIw5+4s z!v~J!L&M4NK3U7KZyUC%;j`ED@u_&&nspu}LvlQ3p7_6~{sSF1&6tN^PjWez5uKB9 zEKgI$!>|%x?FrkK^iEaU?4rH}-xgrx^EAzs=p1S3hP$J zT4L0y)5A4u-(E&s`}cVcmI@_vIy zS&5!&(^Da|A6YLpdKtd^1Xf&b)TNN9r;na&o+>Q+^qRHeJIU0?yq9OVkHIc0CEv!v z)WbXwLtA0kCboXosFjWO7fm+ltuXG-5%=D8o|;MoAG631abhrUKft_@N>KOnxLA3P zzGgY{O}aLvMRN?#Q{2aC^B0?U5IcK`!|#*m0%*Hq~fyGm;afkoc=%I=Jl2a{pElw9{w$dh*zbpIn zZpR$w=uhDC97~?bA5wk$GFtt~SCV&k4P=rLbrd-s)~<}Wk#q8O`hHL!|3c(;Eo;&A zI~*}UFG&YE zu9nE~7B)O@{BO*?L-DPhvx1@gpp#EV>3J2F{X>W15YEbgW>DII<1ewzFV23FZ6(=H z`q23}SggaRRJ>0#?&M7D4eVU&i1^#pJY_ferupVkyh+9F+;PoXqLZ{c&T-$c$vb9+ zhsl!XqL+)&D=}dpSub#0&i`t{_Aay71LUhflhhf@6Od$DO{S_Nur>9MK6Un%J*!th zAp5$1fx)w)LaK2lBg?n&A1dPAjN4OKDpeHcVPp}S-^JHP`gzEae_`5V{3Z7-Zl%%w z5Y7(I8u*`T4yhkq!CW+oW%7LTP~(=->H?!bgXfLBFRa~*=DJSsYT$RT&$GX~6t?sv z!ToH1jb6XvaZSXWmN=HVHnCtYE~f^|y#H_0>B?dJ7X8@QqY?d61U(>anp%{uC^Ckugt1o?_{&&$^9g9Rl6t z@5xhxtW8*sQ^om3a`x9^=@nwe65o8r%Bc)_6>W;rpsN1bYW=uAisSKe$Co8#Sz2y_ z(ii?$*55#*H>YK4aNWSBPh-O^v>GM?&LY>Zn3-y6r64#LSF+9{JB5lHFL|A+=qWqp zZpO2nzR&)+WNdm({J6_8shTj9mmTC)W{zZ1`O~;F^^`m7w`0Q5eo_nWO1`k4*#0eV zOxB#I=$34HjrF#`JiNjGwJbkc%c?NRioyA8_=Em#VxMI8JY4^$V%2Jlx(GjtIO0E+ znxsWPvrtX;n~r6(G2jBo);Gh>qGfV@=YC~&A||hVAH5w&%0?urK=yTHPd3}m1!s|W z@WxbwsI8aB%thZi4>=b*V%6l3SRiJ+EJ~KsK6~o(I7S}^_t=oyr$*cGnnSN%kwHH&3BL|LIiIA{Stj#f>dRhl z+)C`7ybr0x&z{qIH28qLE$Nj^h}Y4wka&r0A7O86ROt4?K93@BC`sORl?f z#N$6m_^FZh!fGLArCN1KXq0dkli2nK9Y1I3Mb7IE^hpOYK8ayX$hbu;eFayZVU;F& z+<@n+Ad_pN++|7K>8ui{Vw59Y-#?FEZ-|IZeU|+>S^Kn+ZL;fX9D5#5&a(O&%FBC- zY1#4d8;|^kewDG|XIEfLcv4sWJctF?@zwQassHiI>`3|pU$QHIBZvj&xt~iWPdThGSjvBsu+0hUNY| zuRnYJz=I}W;6da+4H9!{lKs(L9I=L_bJbnh$TX@uuUoSeEtd@>$ev%_JFPbQGy ze&@=UU}OvbzarBIP&|y)KjGsS^0@7ezlNTDS!#;Ncd*{B(&m2suO!1Hb{$QJ2ia(V zd8-Y3KE_H1;M3jy|HFfOz;-Z8rVh$B5`JW~Uqpq6SnUa)jSzo_d0&n^d2%?A1gTg* z1~03Ns$Y>MIl=0}`CZ>;N6R<(*$QSe_4*J`st)bUM;+L3lIS*^L=VA=Or z>;#(3!lG8}ne0EwDtRupB=_Y&KAOq_=Q)Q-Rf6mozS^g=$TCJOt0Btm!LG#jLyUPJ z+h_Gyf4{R?s1Qs4V9a+(eYXBKiPulFcO^Y#e|U3e3f&7VIvU5aLTWpG1{foi1e4{q z1l+%d@J5nuan_Z(9y5*gv!6@Z=t4N0Ps=A*aS-pS##*IV_1oF~f65dSve zW2y=suh(y|f2Sjp-=z!dl_vK@9&`Zy?$B31(WFknwMcfZEfymx;MGJ790ZTtyKP98 zZv3h-^v^TeUp%6zD3!dWv;A%m@5&qDes(xW1b>>%&KH-TBSm%+|4Y9YptsM_$&{7n zkVA~v*jd3`pBH71^I@1LYO9TRF$8i~e2XJ$h-#CepL>4E&v+iIEpl8hBc?*k9xd<2 zg)Q(XiK$=HwZG$1+hQB6Qu{7-U}}inzp#E6mYs=NC3ms>jrvKJ+S~d1ClFo=@3*lc_X8fqgDR|?%+!VSntOW( z8zC#lntFE|G%xm9sw5=e!`ZxYEtImqI;&US5YJ}d-S@O<0{2}|E((KvKVJcaM zLE}+UZ#VW>=>Lrqqj+CY{P>W?&Vh069j_Cg3h|0z;#hV`{Kv+*HanXBe`8ImX3f^? zZj9_i=CO`{hRqYb#9XV3QKtS)kfMz+jY+U7Lz?|d9sG@Aowm63&-HpwJhBe z{;hB+^_On;T}5`u>X_v7e93XC;&Tg$f5m|EBFLd^Gtuij@i>AGso#|ItE_b&!Gfy_ zqRaF8&yIqMxV#N-kEG3Cv`Y2CFJV#%GO0VWtYD6~j8wbvFBNaEX8F|St;(ND!(}dH zvTL(2)Ng0M5-@y$H0{VYz__E?_gZlxtICQvvNh@c_WBf7_#aFsi#b`B{kCX)7YS2k zb1a4yXUAjk@Kd<{!n;R{o)75x8tA+Ni`C>k#ymQQh3^u@T9e~Ac6ba5FX}Zrwr=o*$71{ST4s$*;uXMq+|I9}J@a$2zvJVE! z*y?dsOa`KFpqBeA*Fr3--`_J6ZSpQ_RFWrsDr}eFezHE-6ypz|*#kz|42P5T{x39c z#_Lqz-hq*?u;Lb6ea)yZi6@&_Y!S}vqGvMdEyUm}@UI`gIVVh@2IV z7Cp}w_r8E=b-EnSQmu`c7=F9ia39;BCbrJO#-;jAuKt0})UxJmnHlR+EmMm!`SrGA zRQ3gC9sV~3vqEK<_jFY9un!^IJ~E#QqvUx`UaRELty^&I@}+kVY2DxVuk)?#a4)Zq z1(=^a7nhN2wbyMh_9lH+#JY9`arQC3lBbb(vCJ(ZOf#OehXi40sywHb(I0G`96wp1 zuuiPqPsBSEj>#QWT1?8?unF2_6suF`D9wI*6u3yX{ooTdBR$9&v*2}5DT|c5%exByAF>(fXxIl zZ_w^+J#~lvc5}&+f-|MhNpqn0xlh!KT{p1O_eR}Ghg2iZ6Wu=`Um7zi<8U9JRxwID zhz&66lVW>oHpqT})E#exeLYCL1RviqANLgxuH1YurTeSe-lz=Cj3rpO-|**jo(0v zH*w`pwkz#@BbLnlk5q)(Mw`^L$?nxvbZG8>F@ICnqlcJTlxHV{Zgo~$?rfkWWV8Nm z9OfS@@*Kxz>uJ!ycvrw-C%jYR?pf!GpBdvd-kbdujj?&myeL6N0Sj$;zOAokRXglLj!}A#Ua@ zsEv`=LN>cD--bhU8Vj)!v}svjnI}ZQR8r|kqp#_aGq1}Xm%WhLbDq4m*~#-BFRsE5 z7Gq^MnvE4>tMjsB@G^P$?j!p_jyn<$|AkO;NaU&~l~QsZyp%-Wu;L3m?M~6XrEgPJ z`x5`xz;vs~RgNyRS!yHMSNfmagqJvD3A1w7W-xXy(0))s1Wvt*`cS)Gze8Y|olJ*` zLND-`46uQT$FiSe)-P~*9dBBZzBL{+!r9bK zs7u50^g0Vu@2Ah_`l?2PtXk}hQ@iMsyRv7Q+fJqDGS)o-ADfGs6^-;1UEUK@>+$kE z-hC~ORe^7wTs}^-=O9r8z7_RW83qTE=Teb)1Ab@q0>wo|g#cF^lY zv0()yDvKfilD;CV_tj&n+q?p+hehXHoh6d&r^PEg@g&kVqjxes9A=!0=&&EH%lR}{ z^cV1+1sK?nE^8fANh~}TR>`$m6lyuIJC4t059g0KSr2cr3q05I^Lf-YEYO(^`qA|= z@^*kn@~GWrK1dC|toO;@+YS0DFQ)FM*D{Ry*%%+NM)u&4>B8qM8}Efqvd* zDS26rnMtv(;yhhv*WiLA#y8%vU-A@`E9QuFSD$o7jlcR8>B zUqJ-F3|lADuQzMFPrq-BnlqkHp*l|c*Lc_`JmO(-B$X_8uy`sce2Fg&Ad|DjpY?wq zyI1ye9N&IayUx7s5Iw%DUFvOT)#q{0JHg*yA$GUlzF09t++9h=WEMLKHY2sp{ibX9 z^l0ANUA)P@k`LHxD>-lX`yu<3)>9|gbrNlkB}G=Byh)>>SwRne3Um3~!Sie2Uhoon4OHlWFrDPkE4)|HQ^?%|Kmv@+JCdhZ{RZfwfqh zd{Ey&bsx)3Ax(DMel2QE)b>vnyNbob!Q@?C2#Yg~v)l-~_-QRnNdC^EP>;OVY5OqD z&vNV-JbFdTDo|f1R!sMOAxuhEoWdf^kN&UabA`$Hvi8kIhF9sEIVCx!w$V7%KsJg4 zHJmG-%VNpHoU7;uMTy4VCo@=E49K3;)uKc>c7KBpO%OLf^~uNn=4t&sG;AdzRie*3 zP^rT%CDJYd9u3zoG5&gT*AQ)j_deh5GUg_F_A%N> z(*4e^#~L9SRJ&@kha?MO+(|sSnXS)ctK=tbA+~0>=~kbWs;rY_kG^|?7h~#?zQ&wKF{83LHK%Sehl{xn3%Pqudv=%ICdt9e${_gdR5itQ&O~X z?mb?Y<$pioLcR-UMMQQFzK#FuS+prRAHnftF|ElDf574^uy`gm{R7A1j(^2c{b?}H z&re1wfuq&MlJ$B$N85bQ&y`0-s5dg|le9bz{|{!NR6pD9+Tu(S4>rr@d);MN^*2;* zBjXMh{6_0F=CSu^_9?p-!KgC)em_3*o@@P@Y!#j->wdl+l!s071>FmSm^Eiy!O8*y)n!OeOiYKSA`^$VS z`&{0E^;PDBhqV12UMG-jCZ3J=f3m1@UcuGP(-?5D*t!$yvtU>shl=v*zBGD?h7af^ z+ro$AACsh;MsPo9sKVb>}U$#anNMUZ33{v0gl(k;)BkI=^#W{9=={GA-BUvxHk z*Xk!vPP32a3f6jsx3q^sR%X0Qny2!$I+b%HCUWE}aQQKsV67Gp)mC;Yt1k5aMhEaT;g@iiiJvO1??`2;#$ zBns7K@5}uyMS`Q)Y%sizHb-47_LOF=taZrF<8wr#ti(IPSm*JHWqk50=yztfRIFdh zKDm!mlSft6$4z>_97@%&AUlMz_p+@>m<+?o@sLXD>*>?n%+L?_PQtE!&{{{v$5_21 zJl}QRr7$1n_@(5SNQ?3GTL-B;jlP0Z9bw!Kf~jMC9BWV4Vu=1yU8R!ZOT$^5^%o%jcldI=gxB}0*(I{CfG|l)k zcuVRa3}mBJJXwozwP3c19_Je2JEOM5gBqg23S;aL>l(At(FJ@ypHFw8Uvi7qG>5Lm zvx$6V3Q6bU(P+4Sf_ceeJ%L<5VP6lHYYvg)jB^)Vv&LhfIj$V(M!TkZ7DpZ>{Sy3s zPGp!1jbut3NB7L^XRyk(P;E!oO)Q?hQB}nH-D3H-thNP9F2v}1^lzx|w#FMGQshqP zt&k{9vxfdJH+Cw;ALR8~_Syi|26Su5zDwDn9Y4%n!A7*{$Sbx$sUO^uCpy_9vV&$M z33|}KD=z2x{!utPMw^i|TS}8w;`0hP_9f>RF!_i*i{sH1a4O_V;xeNS!^%#2Zw1SV zB$#OC$+OCn@#!W zH&tvlLU;;3=ZfiFY?{Hc3(b^eq4f`Md<;Ix{_!2w<;m*-P>B~_%Ff@Lf%dUP?wcoS zRD(uQ?elCc6|eWFd1{a)&v2?JT?3QkmTAdmpRv}Vju)b7GF1NnsrvL-iLLXY@C~k~ zf=O}$&&;kgX|uc6HXx=rNue`DGfd|SZ+4RHB=wwhWX z?QA@1W|ViFKUEC+NiV-cDf?u;=WD6GbC?lRT_!bM^9=hivF2~l`x9))6ZAjKJEI_0 z6o04kjrt@@rj{nIbcbNd5DbrJ|Hk^+32-FIE*9r2;8OCSWVhS{{$I{k`S!L77w<5_ zFD&|)8SXWarK?yp&i^m@;O+F=OT)3^LH1YIX4CAb9&F|<%)`e+`E|X4DkVpM0K1_hm<+NPvdg>JnxW>C=Yxg54KGJ+nft6I03b*Mhn64LA(O#HRYakr#EK$BFng2^&%;^K?A< z)|oG}&y(WNrSRzqhuld?#@+>HmNF1Xjnq`Tejj(s(qpIA)k&H)-Ff!W&+$^UOMQXO ztoFT6Pat(xsxB~o@_g;VqoK~|;Qbknrn>B6EFVh8s@Snuiz$3KIU7si>U6fuQ~viw zsZ?fM0{ipGax6}EAb;w%C$sKU7&K+0*Lcv4?Ds0|&t${og**wO^ZC*tER+iHC&BhE z9^I4`@5ho#*t-PNhrxfV2tJFajC4G?qmI=7EqcuJ^vRVLmSem7mG{ zuYT^P#h)4REfj zkxF|#oDV$BZpkK|tNFf|yoYCesMV)D<1_xfS?su3R8MR_gH-**!_<1*M7ECFB+tS= ztUOrD>+mj>&hu(wapMeg5O`K#g$MmO7_nB$(^P>*f!SD%h>HXvE)?xJY{a*uHD(%`~#u; zjQgZ>O2g+dn!Sv1S7T8zGeARpyNzDC3pztg%d_oU%peu~kH>cx7mlV!4;-1S{k@J& zz{l%JQCftlukCN5ZE`)WfN?6&+)lSV-DyjMDUP(koP4hy%U7~9xurf+8)!|z73TF2 z{?}+OkX85xxk#2Z$rNmU)KnWd+kc?DanHDysLaQ`qfqe>Qu? z_*Y?E@@k!hIqS?BwP|0K4<3RK?ckkSxY^yci=K(*fAgICoOwQ74q)kgJ2{6{nviJ= zj-1NYi<~*Z4AmdX<9TN#Nbc}=3UBxY(mxw5*%QBaPF9B3fYxAfAo=<_k-QSrs~PEV zIHvZ@>3C5OQn~xvlKd;7^A%}Yk+L5<4CVo;hmqVU2eMNu{4ehF_ptgJkv3Ha2f#dQ zP#5y_MWV>h`aKmh&wyMjJzU48f3i|*Eq0T?A3Mg!=X!S%ziEZNO?{r7lE33zst`_~ z{rArJ&1hR$`)nw5$J^Yg9s}b`^>e-Xsx?lHb?%4G`j+K}vRx%iNrwDX2fEVOQ)#%5 zM?T43BjG&IxJ_vDy0+ioSyt*LUvDie9BjPpUbn^dMG(&S-`qhz&KSq@nJ&=#1X3ee zG<9oo=V`TQvYJ0G!i6z<{g&;jc{P{Mr#g8NHke?P6ZDaF4yh%a%h(|<>@&vzaA z4!n~6aX241m+s4*-%UI@1(rn|Jz6iR9CZx#ruOa8V&fQnCfmgrHdzMsC89~z5ckEk zrYw@YUQ_)&m*!Wo?pJ!PPKtxYl2!B=%g?UmcYl#1`<#En;>Yxq?=bCgxQ-b#PhcDC zt(cy^a!zMFoaBlk_ihh0_oW8m^;q{24ew#69?m@tCZAx@LC);U*Q?TC9maeG@g3&J zEC#GId*P@uvnX_#md- z#oGrLd=pA-k`|6E7Tu1g<(*ob4wGaP?d$k6Sn?-b4x!~Y5PSxLqxe{} zzv8K>u$b(%`$Mb_p0LkL@^c11ys#d>)yz)^Rd!wuJi8tbR5Q zWWB}(Vo(`Ot-%UI*fjO{?x9<1rQSxP-$lBtEj>Ui+9!r*?d)*lC&zCK^H~eFNuJC^ z(#>$mdeARe?O5?Tquolf)I#0?yC-=-Cm8*R2M@DQvN=3Kqdd#25AB)S5AyyEBXuQX z*7cp{+|{JaTAVhtIn6np@N5SRALCt1`BW-;>=oVqBm2!FW@>t8PfpfuoC4*nRzI3X zxANvCSn{D))3kldb;}db+U0m{HmvSjMKzi%r)w>7C7If``E)OaWYt@$xK-w#kF()8 z5>cXl! zdv1hd6S(exVg>TQ!y{(tJsEGhkZ(WHttk$iDc)oi_PzY%8_c}KCXX#(!EJ3dJulCf}C(@#W3@`fkkF&lzjjWR18|hA$>t%slaTw^0_0 z3U51>{I%U6T8K@P`}SyYa}uovLgyr&cDM1~AZ=~3yoL)$8|OcI@nB==TAM@u_a4S5pV8f{Xd+05>AZAqQy9tX9vl%m+wbS@i0}N=iu;U ze3*$df5Y$_QeWlMNA&ZnBbSR3sr&qgqo0%M0Xj^?i^XKFAu_ZODU$7CiuwCS-uaxr z*`I#^bXu4_hibc#rk7*W6f$(;|L2f-qATj@yeaj*`_kzoo;(~{Q|U5|Ee<1FJ$(Fu z^fgHMxGU-FNWX^;`Ia;RCXFF=j5xcMkBt$PlN)q~*m^rHzK72+nkEP4blhsev$}Zy zlXgXMp(Xotq1%sayxSPLdp8qScadf{j4IQ8%MCm8U_$E~5(xRyE z2etebHD>DKU9ZJ8dRyZ+D@hvi!8!CP#m{q3>t{Sp&F1XrJ3?&Ay2mvTI>+((dU}-Y zin9N|^jaoLUWxxJM1uClJczdcL1Pz*8o=i%SdPZeL!5hv&r9*t+;{Khoa|2gSd@Fy z8E5OEqp=p!=}Mf6n|^Knt+=Nt|d*rsQ(V8iv1E_(3sgCJW3W z_rv`59q)=_P4-@`B}1a;W7<7$#N<6Z50hTU`sAC=p7-DI{bn*H(|hWj_2+AEz&x4s zH{kLcek+mvQV}Fi2$B(HHOmesLGH5sOrGSD$R3z}+U5CvuGX`kH~VR7iA-5BGgkXt z-QP>UE4(||&vTfW^)3(Nw&MHTqb*1U(0 zsc~FNOiJ~+jp9MBjSdv6>+9t&c(ihM7pNu|P9?1E#=55(EqmhcFk&h+wIlxtdQ7gC zJ?!v?Xp`Msr;DxA99adw{?MGSm#jfq?2}{!I~Gq5#G;p>yagL>65-bBHI<$CJ)K4A2 z+|xUfyjj`vkZ5%sjgqCdftWfC!flO}3bpypUzRnpJL)ZcH`m8bv11Y|&-KZ4+8pTf z%e;EXd_5Cmk~RHyJ*LvbE*|hZ_M{$jGR3Z;-9qT(S-}N9@61NoTbA`6$!7Zm+ke8Q z=NKb92dhBnG4ZA@b}VJx@5zx|?lZ8cf)T&Lsk-Ez!%qLfaF+3pX7OmkMfmL7*9_oABE&Qc7oo;e=EYXzRQYR{v<;$~MCH+pv zq}1ts&v>aVct2h@piN_T8m{NYSXUoTrM>IGN-xto`L`|<^N+`jzxDDeX8p+~#mWAW z`TQ+RYQZNbYf)XCN&c{sqJAyfrUqSi?LH^Z4Wugx)!gOW#IjEr_es*+U~c-%IM>56 z>-R6vqO7wHqHCV*HsOU`@G)2GTX^BC;=%Ed>B0v(vBuf>b0wmpS`Kavw{#uUKk;NLi1*seZoPkv%Xt ziX_P?nNWfW}VppDGwIa($a4d}}yUggx?U+co2L2VCS%xhJz$5wZat|ph zFNf>-6Sj;s%R{0lnd|eT=N)a_ ztbV->=T`CTkD!rRAk_dW!{HFT*`k-1>6Lmf$I!ij*2w_e5zB*Ca(X<89sSwvF!JB4 zpWGdK5oZsZ*Dz8Z2XNRjr5fa z=?9cMPyR|!_!=KQJVn}5mLj%3C0 z=O}aO@mP8y+4|8j_uBsC)z^`5C7xw{LpfJVm-G7mEHe!jW9f1ZyQHG*QO+vsJI-EQ zyO7>T7JR>Gq0gph50Zexc14EuQ2xsct-i#HB=& zBJe3%aQ(Ck|59ai5UqM(TXC;0G2V+bYoMPV_?leJg-HB2*34tU$-MFm9*}Rw)5w*5 z6{i{RRiDOp=8-r#hwgD*Jwtps5)((TVDGj8mO?A^o%WWf+bf zLAIGJnD~7t-TV2ptxu2A`fD>tp28(p<2bfX-I?U1`4HE7`ddu9WQzMjyZ-vW5`U6Y zY%*R?p~);qC-b=tWVnZ}V z-fz%vs)PIo<+I6hFiXy&=^;M3Rou!q;q0P#QG|M*CtQK)$LKTJ!oR30{jtjQny9By1dmYdmXjGxmXIRYw; z_*NSlW?lGFx_^l8yI44@Z;~V6N4=iS2ETd#04%Zsp^S0QpiOel_BP57P}!f~FVpT= z{CS2Rsk~htSAN5(gN>PL+F4I_IQ^gES;z2((s2LYl}mO<96`Zi@A&R7ruP}uNq!uPjNlhkI7r}2T3m@!*AxYn@G_H=c>En+(qw-IFPlG$tjYG ztL>rqgm%AS$YxBh&laQkL3U{*TjQZDmG#s|;P8_)UI57wEId^EWZ1u4t4EEO=P9}0 z|FphR>FY=A{Lxj_@$50zk>&jAGj`t&nTO$3jjXwfo3DLI^1Op>=dkq2-aTRLMQoC4 z6-BW>Yfkb6v61uh^fznsFV%k;@9T?Lf7AR97RvpCtg=t$vV7O+si*9oxRsO_n{C>$ z$3r}0J8Nx&Qh%|yKFjon(xs3{zT?~lIgw_~NuK9@|FX)1#>u*b3hc4bH>C3+`V2mP zAOci?#VN0xs;6?h~j}vQ|BS;OGm=(Ms2b?tZ+d@*aEdqxNrgHBy(qXQQ!+G96*9a`uVcp zy1OJiRO+|FuDtG zPwt3C{N#K3=KEd^ev`Ybr|2hH>{hX0SM$X_JUkiOlKcKM(W1LPU&qy=_%}j}WBElL zBOMHd!g|bp?JsG(&HV7VvC2cQFqD(EtpQ7ajCudjH5D>`;9FV0l)S55;Lz0-(ouT< zTHO1IRolSgP%UcGp}#)*nkC+b@m*RJ*77Xp&*F!zNwdmamU|cf6-0wFMi|FuZxfl4 z3F$KIZ|0M0wC+mo(;Q2kne4*J-L_SvdyS7|ZRB=mY=%fNezAs?is05hJ@kO+0um;_ zSMFM*!pLA8zS9h`9-AxRS6dO|O&(O7+!wJ%b`tf)|DF(EEplvy<==E&#U{B6Q3~@v z(|58&)X{fWpS)(y{LyST2R^0DZVP>u{Jx!_k{u7H!DfKIPsEPS&iRSApH8amNv$E8 zJ;LLXZ6js-E)+y zp)*;p5#Dbg;c?`9+i1y`^&b{bbJi0DGeN2lKZ5&N>AA=(lKlLYct^68KhDliL3uW5 zvO>HNub<(}tQ49_hsnNeyv2T73gScZ7nLI6MWSm(u3s=D z`9&{auk5i*#f-irzlrvvSpGG5wibh`z-gnX*&DO>GuE|wI}TEp>G4Qb`2n(jvC_L3 za5s7LJ)<4YCnHw&4`prUFSPDQ?`80MgC1KkY>d`tiV?}6a3_`|%Wf~RC3)w1VZ`ZL ze@nxEp;F0t_ld$w@uIAln2LiZ^S2vVd%oVA`Pl`PVi4E_lYDC|Z1lC5dMMj0CR2Oz zY=p-Sqo0Vsxx@GYlt-K8QbfE^n{{!JW9488(mE5dsM zmY+q|tdhvR?ZkohBuLh}hgo+byqh|N?RfJMVU4ZPwl=e}A$(O=b5*tapC_ zn@)B{Di2;p|9@~jHB<-FwUF_aVsY-+J`eu}c$m9axySlBS#$k4lt=V{MkCC84UXAM zJ;$+udifaIsXh8W%{Q>tquR{ntEcnMpZ%mhZFANipzp;jbTc#tiWc3(q3nM7+I7rg z-uHt@uw8Gz((@^HNKUvxY`@zzRIasF>+@G0w-O>JI`1_2-U_W$pvn59c`TZ`bH9^* zke;ft+HP7T+rSD(&Sdi+FfHwSo3XPBcLyX=WBd`LonUsp9`k4O@YH3wUQ9_o+k2ol z4!WO0?<6xx?7a!Px3OM7I=15R`_c1z{oiZEnquIWxHN_T&M{tMWu9AYVciNCo4PlN z_~oF|inQ%`_Cu^P6vOuCIh}Ae&trO$eFQvShHh#zXN}NMvUI|ZFKIf=r{{?vUy4(Y zvD7*&?uN73;hPL-S^2-onGG>8+2WtVp3zwQHhc7d#vwla(@&nI=L&m@SAU6CsS|%D z_LUVO|2D$&K25IT(%#>WF)xdcZOJ(jN^e2=D)Vwh(JgmSQ{!L*IZ~})rR&NXWZtL8 zB6{n=60;nAnNMUTMrtl)kJU#Q@;er{b**y>mRI%J0OPIU52?LyE3Ib0eG?6GuRPB` z9)x#xIG+fWFIXaxEEU_cuK5k4T}Hd(jdGE>^n8{Z@2<>fvGEL%wiSQKortXe$_nal z^!}L`aSh!D^Ox$Z^n#xDk}c1`KJ)raKMh&3x|o_AQG4i`+PT>q^bSTRkHlh8U@X5o z3>&kTX|Ll$VBM31FJs<6IJpPjn_-=&f(MA$Z?JW~g(j2II&3=+6SAUnBncWoWDJQL zc(+${PHyL>SaS^=#v5sb8RH$Se@vuYO1sT^_>VH5 zj_@6(*Vjd>m10Tqi2S3c&7>L1zj6oV43!l9 zuYYvVielp}X6%k)Pi?&|qUg_lYO|GYVzikfl^)J7m_t^RX9O!06`^CbQF@x>$R6D9Ev{w` zy^U9{6FdHZ;c;Sc)~lofM^R@aSL|A!?iD#chH`cYzstL_T7NWl|HH=Fv(}Rak9*a? zv1iEit%%Z|m$u?_ztMV%9vV8H90bWyoO?S9#M7(jv7U{37=1h@*Tk0WE1G~My-D#B zY3|}Z$@}#-`Yk4*1|m z=SQ!fg?v^H)nuvDShy)kQj>lX)N5e>|7iV)F=oKA6MOW=lpEpQT8li9F2q|-(6WwE zYeBjRZz`vsiQ3I@-VpO*vZqvn(HcmNc62+b>XJ3JNuI>cthN1^{E;rtd8d+h1WQ!G zi8uM!>G)6ro&&sZ?&yR1nkX)vXBM5WkLUDN(YP0raTeL$HQH}D`2!vL>g^hzF4nAZP!9C-?B$FY+CXAN9qvSjb)dhc>4B)duP<3;!Rtcs{z4~L&JFQsbWDLk+Psm9a2 zyiupJNb>ZgHrmB(ktcDxecqZa#*ycIk|b|SaXgN;*|+o}FMq(%N7*6OwYTtw;UfEP zKE6%7%+APFMyfLCr}AH(%>8ZFx)|>lz@|4{dy(oXW4;f+>PE@xqowA!&0cR|rD3?*iiIw8 z{1$#R-dNjx_8_Ugg#K6fohyJ1_}x}a?#?=+%s>y&cLsg8K&hM=qFuo?Ku*1YQy8=mzlyQLw9R5RKHvzA6b7Qagw?5#INSIqz!tH`YrkRqyo4B9U{T z@oI}ITk-1Xf|+U>3Acy>!^xc*a7{95YIUU|lVq;}|`vUVGqT2)>*@LHKO>8N?_nE$uzoQ0BKPUZ# z;!P)U_b@UicUD)Dr1rrCN4MhiD-WT&`BnWP$DEy@)3r1o`CqP4(c$ z`2Q{|-{xI;qdZLam+`zPZ0Z)wse}E$o8(`Ss-9kx>G)z-xXJhWx7lQS0ZI!YI!@FW z=KSQwJH(h<^jXdoYK2SWqmX4+IDtkeP((5JCyouBGFy>N`_YPQO_uee> z=iYN8?=KQDvoEr{*SC@Fehj+Or@7YoM_hTHWVy3knOvJ-o;ndf>n(N0lKZ2s*T1{k z8OWB6^n3#=)#iVFpqM9y103n@tmOM$uKy`~@m#+75;kT9)cd4vX+~>|G0W&#OnlDX znO#s`D)zj=M-y37i*2>p{YCv1)qXD)WtV1hy_O^8PMQ=Z)3>lo-qwM1{uM8eaQqsc zku@aWuxBUQ{X>VWW;&NQ4#J2t{T_h3SuejE8~R|ul@u(s20a=jeFRtKX)0<_MqEA?8&iL^naJ@Mmb7rJ zvdDI_=(x_&ZS=~OXsYrycg`B4od}7{)5!+kUE7-a&$`u?MqfaKx3Q)te!VS1B*SWH zjA)|Y`eI>2pSPsJ)tE7xj#&ed?@_s9k*kOWK27eI3;0Q%zwYHX4bA<}!t@`=ehANh zd436he}dEJbQvhpA~%D{>~@w;Oap3tt?73G5T*_mE3~3{4&3 zyV>aq5v8uUxtMQcRrOso{)cWW_`n-5Pt}OB1#{2`UKMkGQL{w@$7_ibJ;)p%ZD`E* z_;%LG+{-3|@#uT8XgRN2>30+RAIbvz@$paeoi$5Wh?e~vv{iMu7}P<=#1jwwIP?>TCaPx zM2l)Xaw6Z)y~Qei{-bf~4R02^P7|^I)5mlANKTCAjwjAkgk~vYe#+zC=G#9xBUi{X z*t3eBI~ivpowNTc>yT4BFgw#?%c*3((;0PmXBj&G>*x(o%D$A;Q+v0-POJD{eHguN zZhi#6+rYAqS7V`&Eb1>g=LfN_x!+Wt7@}QcxFzd;o{4>euaohAyK$3qXOL^BT)Sq^ zZgTye$a=IbtEY8omdG>P9U|y@pB~6sl^nm&2q$7&)@hW~`*-wu5n~R= z^y=ESGf({r*)!Pe1*j#z($i$BD^7HxU8;+5 zkbG)=$#@GU9L*1t1+J0a2eDEqGv^!PWnGe8ZOlbHsuIdmw^vW2&0O>G>;z*kWT~vT??;=z#MC=5?JQia>hB`w zeBtOzP%e&RSs7iMR96;w*9EvS00)0%&zYjrObAzIiL>z}J66hK%T#{XnAO|k{Eg1< zj-l^k(;MUr->#(HSf0GUUe3kUulYk4G3yPV6rtgR+9gk8a}0PELI?59mTb0@)J@pt zc99{uSuY{?M?4@|UfPptCXVFVGxz7N*M1y{3-O*^WEn)8rEHOVrbUc&F>J2ox9?-h zIPxuoURE!ZHP&$RO)*&Y#J*nIj}>2ThTv;3O$PLZ?2r}6U3m0oKE0Ah&4R-l;>sc| zlX>Mq(*MLVk6=We2)>4A-SKA#rk~|o%gHcU4c+Y8%o@yB>AMBzI^$dkewzGH*T8zT z=y|yw3mK)8__)Kd89p1uTXJXlI>(QL*0s1h8mC%1^C4_Z_4D&cwcc1i;#YQtr;^)W z>_1don*zbPICngmn&IGHvFCB)yac=Hbm}5zY!_u8a=rB^3I22TE6&S`s7pyUoVLmG zb3RS)C-?u1mOZWa(eMT~JPHrbqg7UT^(I3q5NyNThR!|?D$n!1S}U{ij_N%dJUWBPTqOA@E#wz8UELrImWZlcw=lV zxUwALnx#HFHiT91X=jw1&7I}QlWI#7AoU?eFA@i`&ax>>q~coSI*fL?>;9Ja8;zFC z8_CH(T-;bm%R;aj$%QPb@+ow5w@JjqDRy7IT&ZQ zEKHv48`w&UN-$1k#uG`BJZ#tV<3Hs;;mqsolB?~D zV0Va~c0uw!mY>Y>jhxXN(#h9yr4he1mtQG5mBfa5YL~VZ2GRN zvuh!Cl31EdNLf)b4N5!tWaMe%oMhK(ppWBSTO`xp)jaM${*XP<+w^dpbKZpEU0!F_ zpTMsMYIh9p+sTWsb`9{j7?EgI&b!90s%G;3@i4BXkE&j!>fjNyn&z`qq|PdV+=WTT zhU6r?9cHhP=4Npvv-&EyovP2@F{&r*k7AJ#`l&&e&GMEzTgz8qsP5w3Aow2DVQXj8o}zDm4B_rw9BU#O=ac)4cn)67!N$gk>AS zbTkX(KF1gEynqeG#h}XyVn!+nWH0M!7+O{g*}@uS=+cKxvqSh9(pD5%IvDXxucq_SToZ?ZEn`CLBq z{||CJ&Ofqd;!k{T$fJK3UF*~P0bEG_zw9Ai&(6=mU@!bX~ab6cRUueB{4T56|(#nJ{W#^i)e7MABRle5l_~ zS?m;Nr2=+W9PXPGnmvCW@Y z_^-bok##UuPG$e>wcUo5N3+Q!zn`;43tZYCHrKIbvPHDvxBW$>V`*>{yU#bbq+a2g zf^QDHy-#MNNzUp*hdh_5$_Kl%=040mLj-yTLsKEAt#~t*OcRXPLk!9ex(+Oo+7QRU z=udjRZIop4s7b23SS3538k1lT$reC+sJSOAGw;QvB1Wvm%lh+>&$U0pkwMU{BKo$0 zQ$M|3P15|mk{wpldlk>eZb*$GqMESNV} z&^X_0l96@|>5uR(S#M4?W}eXg>HTSJpS_C7=)IT)E@g`iA;_|1AGZQuVKA!$PgV@Lh%_>_4O@V_N?UtNIF$JqBV8?}RGXL>*4)56Xf&LSVcX%n{XE{J+r`#+n_dx)@E z3z|%A9ccOqcKze;c8o~&zhbbg#lFe%oPE8Qh$el-k$1H{RsUzwJoo>yYT_&N_eMP? z)9C-zn0=r2`Tm}~)c=>~FkGr7NO5~eH)(v=)oK4ke*-uY7bC0Xct^90| z=&^*xWsQ{`VAbf9JHy}b=bl*8hfcpk;QfNw{wm9ip=Vp?WuHN=$;$Amw^;Q}))?ok zR=Bqg+mZ=p2Ok*6rl*U3c}D)AxK$Cmv!XHivA<>a3fi3Kd&1NB*BfIVGy~MsB3W=w z~HsIP&x+XKiLr^aag{!gVHnMkMx#GB#HI3`^ey4c) zAKjAawk^A5-A@yY=;A7Ex~TOF*;D_eE!&;!c)p=${u#^5vvzlb_Nl#_J9Ld{9?a^& z{5q)b!;q}Pcp7?#YnxoW6R$Co5t3mzXMz2lQ-lxhafPtc_y=LZt)wa^?!CrRpYrdiM)?A6my$ov z`+BleJt#eD#Hv`m1iL4S!@WqB+JDEeL-s2@Z|+GoornEY^ST#Hw8OSfjaSmBxqE&L z48DZyN9u`3k)oHs$tSytBuBGybN>D` zBt~HDY$&eA|4+@Kot!(8?cc(Vnfgkef#M{%hP9`Nc&X2_i3i@{K5g6o-(}Dct{sO!HhJRU^@q`GK{I(DJ zB)Ox0o?hFr&mSc32-!pQ zQV2u0nAMVL_%PCrAjf*|-h%V1dN~J6^L?Sb897f2Hi>dqvwvfH55cjnOiG$5y|6LZ&(I-RU|)m&dg`#z;O4~e<%Z{i+A@eyMG7ogt`x-p$izg4j zKdX%ULbFpSI8tcyR?sgnVuEhH=wy)^X%X~P=yY?bM50*Yo zFI8xHiY@n?~v=NT#cKRS@EFT{4x?qG;c!ME97mxTEKylowp z?c?{Uu&~USKl$5`6ON zisYa(pMNZ;$t1GB%*&JC_!eGQM}LLHj$eGfnEn_0EvNm{eEe$ioCCF??0+>J!hw6l zrggk4YXFO5!!FG4z$P2neUod5T@Wt))tiuCxPr5w`Q$Zv5lo~$M!&NpK&Ylp7HuDgaJ+2f3r~^Cq;kOF0XCA!@nnT zt)fFyI%k*TAMovjGewM>`&awJvp6obcQpBGlezvTEx#ehMCg2H{9pLoCyph%$y#1| zEeR{L`r|zQDDpfHx8y6Dz~j4-DEX)!a&A)^k7T3q+Yx#>kyVnd>#Hctl1DEY?_VHu?nl(Z z;W9W|l)kM6+)wf@7zX{#TLwDmFXbk;d@N6Tj63 zk{-rBtyt!2T)3I1jB*_@z|R);zZEJq$hwT~_ww;yoH-e$J?L{TgbHh4j5VGi&mR20 z8S2%@Ki}2vt)xDI-+yBk_!4F_onPCTm9?D7M$Pf(JM5c`k)7!~TO5mL9V1>$@ySf% z|Hw=JH2z_@QjWyQKT!h)yXad76Ke2`aIv?(o+0riep5|oEtH#M#NT9FFFMp>{~NTK z4z=iLlCOFMM4l0Y2GQvW@#9X>D67zJa>m)DEKa94=yxvpX8G*H zg6|FUAv@DN@|l@2>rR%K(MGdP^7qapO)+>sjK!}SA=PtU6{||(W+&HCzZ7_WKXc`7 z(R(P?uh;)ycu`Cr4`|bmM$_SThaL~XmRBLuoxW>GJQq(7#m9$ymic#{*FzxG(Ca;B z;hSN$(x?Z+Vx3Rt@bRqm>gxOjMt_Z6>*{kYENfxN*~b5;;5+fhP+84J*OPQ87ColV zWDIY}{vAbt|Er4_{=E;OJ-ojY&K~Y{*5N&_$4mbI71B#0;&qspDj^4BM^%zs0?$7B zNUXaE-@Y*Obz$AqHJibYS~`+FmYwyQE5XZPS{vqB*LszB)Q!~N;?xCv@ImucdHo%O z*+=r@1on*=ElYD)1_+Ud<9z%?u+LTv1 zHs5Fu^RCOW_yZ&Up~XTNt>%#{$*>*^vnuZ+UcVpI4y51P5dIPh<6yN4x|yk-CecF$ z+|9Fxl{Eg(|E|1ktD}8cd9`@^9PYP=%nWG$M1~Co*BpPqq8HEZAWqINm{m5@ChHcz zfn8^3Cu7S-65o#{hq2RJq`s8*C0qGA9R0scrMJUpAY6`wQm#^4(R&}pWl!))kSJ!< zlGytWfBls=)S<<-M(nP2s`@_31~1ZcjCQT?>Nk2e(N7Z$u41IzIeDC?K1i-A`cB@c zb}TuI9J6>q8xin88s|DBcVklB@*aI$z~7E!<5X0tEHXVwm$7>JnB>Rf$Y@N;uDGx8 zV<-K(n)kALDA{{UIcExQzKV@j_&JX5bwuWy@bxp&Cs)ba*p=rqSs65&#%*a@gh#i) ztRwV$7NlljeJ|fUPGO1EHb{=Yr%5pz2IbkJu^vC6`C5_TQudre`dutg#x=!V{5|&t z8x%139VizgXYLXmDcaN)b)KaA;jF%nW|qmRrD&+E>~kuV*FKD_c`CoHBYi2rpnnh{$9jqPsab`8$E_JkBEeS;a2j_ zJq?czKD`tkGichGMJ6Wne9`f;dCf;#N7I<{DH{U!ymRbFW9HY?xNN&e)HsT1)WyF>3sI@flXP_bUqH}`tM|) zwB|#l{QtkF+Ibq3DApRUa$Q{0sDDBFaYs{q=mMi2%_@WFmpt2W_s z@1|!j|Fc$g4u6~u-@0VzPuHH1$$hT##q<5mrq9APc`@=Wr!;OPAAjlq=GpvxdOyV2 zV??p!SFK{+%)W^iNK%f^RA=j_vF{B1bk<+))!fHcEg<+PtGD$@D!25~>PI#>j@6RG z??~)z;{CH)R50?{kZ%O1R4kuCyWF38lS{h7sjlH+wMmn^kI7DuT7?xccbl`5+x-jiDR&9`!8)~ge#ZDbCw~i)+x>qTDpz}5 z12(-`A(;=pD!5wNDMtOPeFx*E%4`D~{;Z!=gU(%*ZCWPd+S3^Quj}^4usR$Q_ZHZ< zp(yk`EH*(mG4*Bh@y&eYes-P><4!Of2+O*3`~qhmH!GcBgw%FDTMUW6t!Kqvu8&jA z?r!oW=k6mI`4}lL<=IuWOt$>H{Xa~r?)>*s_D@Z{7ijx33#J~)DY(3x{jXqyW|&li z1|NBKwl-z7dX`5GChr)r{$7}jfc@|0lho~7PQTZUFoCFxKo{!bjK z&hjttKE|3a5x1(CiHuAfEY&UCy0f3r6s^HyaT|4Hud z;>A1sVjtUGDl)gCW%4iH1MxmIoMybekiC}&4iulx@i)&uD${$M zzmw=wL6rEwjG6ELui(}Idaa}NVrRAGr}53gFg*t@l|1wr=TeqfD<1sH zKd*3hD#Z-KoOkG))xyU^Hv8?f)AKx7{Efk&?0vtlb3vnmM559vX5^t6eq#B z8tJOwYBx+zCi7j|e}$cwngI&=*+BL$vFRU{p5Rrgn3soWQ=>F@?sjrqNw3th9R-;u z*fzE6FTj$K>{ygckDBco`hS7(&vGm*=nb#cjwh4aO3ca5)GmHDkgcXUa{%tGX6MrM zAHzfT6VH0lr>uD@JJec>GbL%8h*<^3FX2gFzH$|0vjgL6k}Tl0S#OXEF3Z+L{g4>sa(bISi^+e}TuzghGV5}ZqpXMJxf z;nPoCDYeGsRM<}bpK{~7-lTN(^^o^^SD$o8pk%@ zY15TABpXr{XrBw2a?Z~B@1XFuh|vIM$KXP~A-_ZV?1F5{b~Pa03_`iiF2<|+K>r?0 zyA|^9k+>ENDvAJo@S++9r*>a*6}E%$KpcGxQ+{TuEZW&b^)W6Yp6^o?&pcalz$ay6nAI%F}L;p<}&C=VkMt;#8I^X{_ z;`>_KT)_{g@sW|D-y$(&k$&fS-CJKXVA0E~oo4(RSn!uwsRXP1z(;?DWLZ}YoA~Wr z^r;Go_4K*VEPVsH_OWm~Ry+uoszEjDo;Dgi`+VLb;c|AohAcO^Uf9hK8{y@af^R|D zMgNwl`X1!=YP}6Jl7;p)cPlhs!PtSK#J?iTH)Q*PjF&q%-xSO9gKMyN9p72RpOPQ&IsH6? z@ma@`JZ@9@)X6lfZT9Z(v+Pi=CHk$#$v>TUJI?33RylHhjTPhk-30lyjy=FX{=n`Q z2lK;Ca zmUWPy!9MG;XVN}ZUZ)!~)o#Y{PyS3b(=kCSF%ShG+h@HC&KP`T-xibGoX-NqInj!Tg(|k!uN6D zT`0cHR(06$Z#K!@pwUJyFMf3t*X!|`l}74o=GlqO^H}?C`aVO)o{kP6!w6XXq>m5D z*A5pu^P9S2O*Nx6!S7mP-y&9;NXJ=tx(|o0pwVr5TVm9#Jea`Kl3TDbtCfV|x9oK= zn|w@zsy`#8|k4f^j{*!wk`+*K~&YN`D$Iox^>O->M0mbB6 zc*xlcAp9908L6LdMg2MEj(#+_*@&a)KfE9|A4~e=ze<*N(qju`wg#7-g6 zvCh8>N;lH~Y6!mofty$?*9iyeHB}H!CQE9v{-*aKqSto%ohI`9tzD{?_lDJ3t}))k z{M5{OOzS-TdJ%$|RZoR_Cy^~SPNl;tdPo+nnIcSK2p$jjS8-vP-Yyfv@>JkhI39vi zsbKoLPqPalYY`@qJoo6IfYZUOn3*uwaT6Rp26DNl^Ouok@{%v`uq_nF;Ov$3+{|W= zVBY1>T~FSFXi>zukFen-kgS8d*=aFG#M|V|GjZ<(a`n^OrN&H6-#lYYrj?g?Lq~JT zQzFq%JiCoCnz7(bM)^&f8~v}13A6Oy2=28+iaf!NZliEzIjmcVL{muo1gj6Faq@vS zrpdMJa}?GlM`C5Y9eGYeBkxE%vZE=t&^e85bqho4L?(dp?0{=V0oO3UxG=Y9{ zNe|QV5Iqhj!yLHH5#u|s!ljVuM~SlJ8a4Gg-DjtY=6%coSreOF{?pBcw;Sb0pFeHX z+#{ZjS7RZ1F3#Si=b89>qE8$1^-o0DN#_ex$k)XG}Wl5V)`vOR!=mXhhJ}sVO5OqIZyjr55M5RM`BkMx^`sQme8rB*WTLi zCi61f?9P^-YSW8tULxV^vM%&NsFT7_!}0l zu+B9!J&J_KIWM_b9>o0P*x+uw$ohj%VD*uHDzM*53~EBw4Ls}t$Y13eV;1(`!r!*> zrLAyoES5GU$(!QTVNe}_AE`g{4qX}Ke3(^; zTX;gE{}ma_y7MW8af1)fbjy z%t$Ovorw#`SY3>3hsDQ3(cI{9B9WwKz7#kF_gHVTec>M7p30?SS|x0Er~K7M$< zac&{e(KHy3*H?;kmqMh27TG&lpXc2H&t%dV#53kO`#lz(ZiH|2d>npH717qgu@xCM z@Xk8Ut%N~Kp?(Z$d*kTs43zWjTUW50PXJgf3v?v+4Vue*Vzo+ag;}=wuz>t1#^hjW#URMRX{P zRfn@_efoW=O(pU@>Hiq^$qJuTHc6I{L-^xOth@s{qha+C{qA(+G!oV31;bgPxSq!t zWgbsW4f=LGyA6M-&Dyt_<<_!&@*4d_j=uESjCaXR^GCs~eHuSI3^q&o&Q91LM5no0 z&8NW!aDE2suO#uC5K6U|>zsd;UQ_X9t80;^&dQp+gGigJ%2aE93hvoinHoLwy?WBo zo$T=)OD)mrUAVu-7FoZMI*uRkicefqUZ~xD^d7;&wcJ%$QV>Ckh(B}8ML$8hB$lP} z%iDZByJq&_!9f`E9vk-{?RwE{BklW$6|?pE4%QFA$!A2cWY9Sq0#z~kO$fiCRVoIg zdhmrJS2ry#F*{t%XNDW|HL|bJZ-2~aPJ))Sx!B+D*>N&-#v5U_QJ)r{a{slLPd>u) zH|VpPtj+0t9!=Jn2cJRDE9{guZ36IXJFYb*(u(rvrgle>9ekmy;xhIJ+AcQIs6 zr(H6!SEhOLWwqi9*~6Y3jL8c60iONLDr;DzmVQcNz&?!lQT)!c&d2%50+=U%!n58V z=}Iv*1kcBi)V@C4tDXLS0;Q~1?CtFKZ1X6IPr#>2@N4a}+|%kvf)kAN0Ex%yuO;~k z@x0&2`~(EsljdR`nSD1`^O8wyp6Wl_Nm!SxXF#Jreq>k0?U?W|+ik$Qa%65^5D5#> zayfLLFh8^=`*YY(mha^*Lw9}k_qw4`v!1>+d+o%j+5Bk(>}x>vTQTxt(Lc4X&Y|Z= zuA}mOqpxU?c`+4~Qnjoogm;N3RpF70B##(U|Ec#;^uSif0?xJ3KA zMXu?3`^cCNY593U?;mTQD&F&1cY>qaAh91G&Q9u7ZRpR-J2^g|j1@)OJFzz3M0c{s z3W%0r%Uq?+W1;K3YR8iv7iF_|_h{ap%wAbFb%p3W56g%1wz_;EId&e0Ls=1b25aO= z(?CqwP3G26U5@ejCYTDc2a6lE9nU_e6WM&DF$zO(KTJDC+l`{@hq!Sv@7hYoGJ05| zzxehHHW%Oi>e3rCX$&n1gpZjEz2)dojck{!> ze)rOT7+ddTui4P+1DSFpPOXY>=(7i_bI8>Y#<$tLKI+29CvEdXpzK4~c zCB;MRF&K(9UFUR!#9Fwdjzk+W?|{z3kb9QIUl<|PR+ea8kZ9E$&R&LUwJr4JV%2xu^G5KduYBKzgq@V7(pC3pW*7qkMFw}3$Mubv{JyITdUBCvo}Og>{*_L5 z3;Z6z-~n`MM!q6+K9%REM#BI6WWVyA_>)T5b6~buizV9s>wQ}~zCnl6`9LYMr5e@2 z1#?wRum7(CLp$@`VWjM%pNq+wJg$WxIsqETk*K552eDW7oTLW9oB}H*EBuY{_`G1g zui{l({xKd`%F(lso;vZ(JH@}m@UKOl|G{pXx$O$PD+cRs@aaw81K8sQb~viwn{jfS zoC=c*NSmwVZ(#ov{@3;@y>}61J7eqqP~0IFbR)$v*j*m3r#m;#*!K8zB#qkZH7g1C z!^LViaFY>+!F@wPd~Yl=*5b=qb^JEYp9H}-cU@+{NDQG0!6&0tOOI z`)7aA0&=g#n$F_LjqtBVlWX<*H{45$KV#rl-H89vav_g9(&w!pn7uVwJ)ac-^?7pg zB_)^3yZEq!#P^7vduWx4lD}*H1MOEEV;Y~?hviu@cbD1p3Rin0MTF#Q8{i5$wPSA8 z=j*uJnlx|m*sSg82F0aty-Le9aO>>vWDL4nR2~MuY0j>Pp$kQ?1EEmMkz9jxChKVZ zT!(4NsJqIjwZ*;U2_KA2CHTNOq@549Ex1!%T;3T^MJZENzVGYyfhV~-yvys z%navMskxn3!}fJZHSK zwR^!lI!zzH()npfza`SmCRaBe)djE4B~b|@_tItpZ9XFFS~{MueRBJyesDwQ4HY|T zL8mT{-9dsD5XwEiuJAe$UNxbfr==&0{ViykE9N%1a5zm?K>JniFLzEg>}=qSeRLlt zVi#u5H_6=4OjXJ(TAlqSVSc`6jWupx_Id>-3-mmcl*f=FYd8K8XOc1UU@Wdh-edqg zAJ3EF>OB@*MYH>0n|szri2|jezMMWojh8h}U+O=ZkCw61z0epB&qZ+jUDT=z$>qL1 z-fz5%c|m2p-oR3oSg8*mNZzAlQY8F+^!GXTq_Wgna(&KDsk!|ssZ&Y&L>&8w zZuP{fg=`y^U&T_l8M70=%rpCyIPnon+z+LEGrf!LTI;tz{3eNjscDz$pQXuvBunmL z*F7S|YOGHVl2oS2UWu$mC}-5H8vOBAu4Qj z{u2FWm)JdeCVUX&GisT#R} z#7*@39llq?g4@Yno`%U#a}$vmbAY{z^G}N&$XZrS=c}OBKm*z z7^AAeL11M|3*>i1G2s^QtYqq>dynLR%@iEZy0r8um6=%u$_lWV3VugTrh z)Eg+w;#q}M4(krnHWi&tfX+-d+Xl5;c~y3W9!SP&u1N2rN$P#(Ud9%lIgA9GNS>?T z^Sqv<=Z0*&8OEp3vo9Hw_wRllJJ&aWR8LN>+}DkDJgiE)&Q5lw%V0W!6pI{B7V1~v zFv8Jev1zovQhW9yOutN=4?pJ@c;&nN^>WcOdr$6!>}9Uh`{Rlt5r@e`;KCKs$7qNR;n>%HC{y$f6F)T^m80L-0b*wI5ATMK9i*?k>wyZTt&*p zWN%{Z7etPtX0x97R~kFMfzRDA8BEI=w0OV3W<4-+KCUl=#>MV@k`w9+k@IFKCku7< zmwc&@Yq0GCsE;A#yJX8w(p19Pq?cq)I7sVq#t-A?YPsAPC3sqP!w%K^XDnU`%DYMT zEpKedD$7ZHCQWM=M4`{vJZmpb#ml8+o{al1i=N3ipXWDwpq^Z~8)*KtNU;V!>uHr$ z!_SxnE;3d!U-#7RRG$_a^K0mSf+gEve-+)6gYR{cJ;c^MF?)g8_+)+MUhHYTW#`D3 z@UBaO6+A0DLjEORYAx0_;#)lAT8#Tq`&55#%!=8cmP|rfLHm}gQng~8S*X0L?!$s3 zweJO)F?jVkK4&*wO;~M#%qskAXxxqNgLk+WOSYl?;C3s^uMw|rg#H$>qd3H;>VK`# z8pHSi`rYlymN4j{=Z;WKu9$^1AHu$q#j)cHc$+8i)mXKoYo9h>WzEX}zEd1Rwqsne zS`^BRl9j|ylHf{XjUr9*Yrc(bmqG7ohclHSpNip zA@uJCy8$#^q3^$3oh&M4{eF@C>f_HSjF^sPeZ|(7MTD86%gcKB4&Kv5j)!pNV8?Ic z3#a4Q-DFBWikE2hkXUlB>r#Cr5i8%C&gEZAX?YmA7m?s@yqL!e|HFvv^IvJSV_cou z0zbI=s{&6<29X-1X^L^ziWR-cw~7Vk!lb`8<6(NfakHwo8}EM~ax+DpyT$g>Sha`7 z^jV+;7g*m)&)r7))tJde*_6)>hSMnA zIK*r)o)ud8+#9wB!1-e~c%9GwgSA-!{X4Hq#fxna%+6+cha`U-xNj2Tbpc_e$R zgKi-)Ahq%Sq)ono&onb8+vU$@uW&j~%p=`6)_jh3C0Oul*W{b)-~3=CiRQA+PQ5R7 ze1~x^r^i0zTBUUfQtX1sGpnar=B;ZNDW{)x8LS!x`-SJC!D-hPOi)ww{-GN)K)GMDctPbT3I)nHiUR8k1)R?P>M1`{;%4DHhP>V@$k}U%tQ_ zlV|J^ebhJl0zZ-HYv?3?{cMyQM8V(K_DD=y#QrxKDSKAt>%R$o8e!c>#=MdIU%Ru- zdw^5;^V@8`6TkXnUpw*nNgC#z^Ov}@K~Ed7Vh`+73F#u9P}RJ8y#D9oZ)Il>V3ngF zPzm~_$+Q8o=aV9pPv-Hkylr-X+$l_!Zip0gK$j^!NER^Nu>OQ6v+;1iTw)120;3{~3LzBs_OJ<_ejWJLU z^Z8CMJ-2do>Qr}Ok36s3>0hdP_uwau#NIuS&90#tIP|i<%8167korne7bSCD+{tc^ zN7-WztK^&dE_S}f|0m*2-a5a8V})4wO&;4(R4)g=cWB?5MyDI$EV6DTaaO`l)=y8~ zbGWN2Vf+4K|7KQuhm5JanLYcfjd>!A>@w?}FaBJthjx0M>DWWGtL4h%7rzr0+p&JT z&v%k=5iV|G<&CVDD#EAuoop_j^J4R#xVXg3~E%`6L8Oi3fRF{3h;I(8Gzw?q~G*qDCFK{zCJtO4uyA-{G%@JT|p_ zhtskS&lsnNgT$a@?d$CSRTy?JYkiK_mBgSUV4Q5mzhFY%`~L~qt*l;(1bK%!()bGAhIg?gZ@JgO?tZ<$!`ElSZLXer(QLK;vuZZ0hGvjxjJ8J@`7U<< ziT-&P(U+fl1^jM}{CGl)Fx$k1LJRi-sn%Qi094+tRpPk8?+!B3h^bft0DfR|-NUrK9 zS>#Xld76(W@7ZJQn9K;XSu=arM?x=a{VpV3-YDe_UvvHMG>2qQP(9fF4AtRA{?pv@ zznS_LEXY&CuHyV%&Q^rN%lvi$?qAFj3!qbpE~7}*QA{`zepxA;YN7DU)y~_q#WEV?dC4@rWDiE(SkA$$3t)K|UOdM$v)kbfar!`d9?N6O zhz$E0qbeP{`*fTbaiLiD4oq8GsZNo)dsSHecp5*B4ab=4-=^nj&>OFh)9E%<|KE`- z&$4Hc=4D#V(nCA;T*%7~rEO|lpMh;t9UrEbI(UB{yKFFWDh73;ZPt6GcEuzky)33q z6^m0HGT&8_m#Zj=2e3;r3>VU39KRW@?f+`zEWo`VA$UIRlH>kSpDM6+HQX9y#C0@0 zk0cG)t0Qi86<=S5!(((A2fsE2^XF8NqnvA!|Ed&w*AV^BH$o?j$(xk2W}k!U^@1J; z^ZKeR`ZOGyXrJf5KRNy%9ricIz3f`SUwLQM!?Et#)-3R#EO*8l~Dm zGyG|4?8cbdg?9U~PwqwT6X_}%eIg99vV1oz>+1VkOwOLe?3(F>pS@|5>_W-5zKPFf zpJDQ!f6F@a@U}1i+9PHRg2h)Dz03%yNpYZvGZAhd@|Z8R8_QpQr1$@Jb&P`jT%TLv z&<5wHiFmtdI){~yF_$zHA#cF=heU+L@A>>T_w_#-JF77JL0}MW9n8XcuJI~=4?oMY z=ORcB(|Th;)a%DCPr%YFy9&>$mwwn4e4D-}Vbm(@Ip6V;5ZGo0deZ-I( zEQiMk{7+WWw3~_-gB{5_ zr`(rhy?JVee9cN(FSn#%ro0*hvxnhP5$0N!Xk*6c?8;s+Nk*rZez(EFH+kwq_>+ul zPx9qFhb)X&$>^E;zH4YW5(^7q@Y|$rXvB%Ep6@dkh|LvAaywhK&`UBfZpH4@R;}o4 z_VlD;&#T%jB+ptLN)@u?`aD$BnZ))p+;6sU?h?ABN_SH~*?+hfhD})gTRz>5mHM;D z(b^O-lMlxE4f@X>yS=pj7qTZ6NU>Ku8{*7^ba_M!EsaxM{IwTniqq&1$R@{3-fDLf zF;?>ML6{O>IoDNJm@87rF5e(hqi`>I>hu0m1zc~&T5qt=YFCys4<{Q+58AfIuGP>j zSj7np*$7tOLq0XMuOR22ytjnd)deTIKrr)6Q?}{N7x%@YA4oimEkuWRpJg6 zJ@RaAAxX1Z{t*3tFMgdvk10IrFn57n%vYBg;RVqrm2*<(X{?^xIyTy;Z_}xs=HFZu?AL2K0Y%Ggk&BM!JVODnDrq{x_mCV^| z`R+$#m~ECkj=ZP9B{f8=V126M=3cQMyqfucC8XD|Qu0}3N5d<6Np0QvtgxNG-Gx^( zA=BRIVQ?xsG-AoTS**?Xrn6fzpHA>;jPaJxA-N6mBqf;*?s466IP7QK2DChneg5Nb z8{l~i$$rPXtlqxGXv1*r0+Qu@Z89>|CFzBF&T9RyF{`y>wdl2iK2!ADOMmO}cO?#- zhF5o)VSnMpKVd_8EKlC=LNp!*(d-qQ0`q)3%sZ!l-S@pE%HKqu9rP;6_xG~&F0tiJ zW3?f{A=uM}4yhAZ79-Zf>QkOx-niH4DeJku_j8ZPR~kA^wCsj!pSk8PmKx};qP+1g z*J7`0chGY=woc^fQyeME;GX?vE< zTanF>o5Yug8m*HtW*1mHPp(d)VN0m|VU*mJUqbG#@H|ND&W_5=f~h3ilg*#R=W3tE&b7EU01J*{zxH%GmHiHN{9I9EG4#$OZz_!3f%S!1Dtoz`(*G7H%+oq~;;!I< zJMrO0v*r0LSzn~cy5ytGHzgstP;cKGB~@MWF5?_FdmBcNkg+wto{NhMvF12(zJ|xY z@sCtzT!n4%z>RcHo$CwOzlgC%vPtq5wxCOUNGId(U{N8JShLggTe^M8p5s_&huC@# zEAC;zyN#GVKrg#CGu|=U?{7{@9oMJXqm`dF&SW3!TkO?OJQ&QbOT>^=sGUW!tQP;) z`Tj=BuEB<4(f!yz5qH9?<4{K<1rtaX$E4);~01^j1DtG?#xnMB3V`U;8z3fpMvpI(92rJ ztNG4wy>G+9fm$TX{|&r9_mka8cc<~@viJj{ZoaWrrr$5Tr8CSrxONS!lCQNMTiuJR z9mtf-BYQ-byzlwn+w=3_m>egY{C^6RuET|_C@Kb_rLKDyE+sK^2rY|=znvj=9gXUU zrm1~eO^Z}f-Ur8q(YJvk*@c#@Y45R1@_Tm^=kLLRLadd@cR#i#SIY=K^f|eY$Ca)a z`n$HN0h`LcsTwxRn6;o*A4Wqkb_r{KLe{w$dJ9a(@RKXyvoG0iXQ8IB$=;akG&@i< zs0*VHu_-tuE89r=?59oMoHT|_6W28nt@F(wl|gQ1{hFjpZN`%dupdH$+s%(zo4bie zT}kf8^pQ2V2bmexnj2G-I`=rW=yHjkuOZJ#BJVP?4CKGdc>i?w1kb^&HJKV?U@_OG zO2;{T^B|t{hklpx&SXw{Loct11|8Wpcg0_el!NGh2Syx=@eN!*ho8>j1?4d!S=cJ` zhmSFO3yyw)M~&FG4&K(n>3+_wfPFH_B+9;s<@uhKT>i-xogI-E8}A#M9l*<Xu{CD&4S09hM$rB=_9H*W|!!K`aRG`SSZzrng9 zdOa69+1FE_ek=Us8ER9W+lI|k+w>L|FXjAh49q&%9j;2YtT$+OJr>p!ORLdpo@mwD zr({=s)b(S`c0J%wLo~UXt+&zPDlI$n`{P~rzFByw-dE6fIL)(adbR7f=yi;~TZ;>~ z>2o^SzryjsG*9)`<}g3g{|%uzOmB-=I{Ep(&~Gx+?1wu;*)#9&HbS;HFWBoYWIS%& z!yb1T@hhH~d@Jv>T4DHp%}2gq@9Zso)LdN&0vExpC6CD)g48%IPK&%fOWnxq&dVP6 zkNMnA)+(-5Gx72jV`X*ti$<=3MQ6}^l-VS^#!^!x`vU6Ydoo1Ur`tq)yAfiAu;~a~ zPcGQv`0z0+{pDNNKs}TcBOZX~B{)A?zyD%L^7jtLk$ufKD~y-joo%#k3FYex@XcC} zE{?4ey&o_uysqDp7;p;441~?u>^PM!hxwrWX`<~ zr^;w`7SH%z+rA=J>Wrq2XL4k36gS@T|8$o4od@*9!`enqHofGANX?gLS@kPi%G0>i zlAojBr=Xqe8b68V`Nnr2JX>Mp9D4lhNE28+jjh}DeT}%h6|RSf{@DSr4U&aj{ix$> zwQI$955eVU92xS4zQpXSZ!*=f2nCNM4e6On-}tm%t%U z-Pho3Pk!^h__QCn4=%81YL1-=r$y%Nk@Ww8mwb#d2f`;$qw@Brv7VcoVcsBbc7tY3 z?LYMSja8mw_gmpv2&$jcV7gxKaV~pshKWJ*A$)`JQqcw}}CZw5n><7RET9)HjM_)4Xq>EA)@JU%*too>XZ z9gsL#KV@;V1!SwkWh~83=LcEUI+sji*fr0^K4w3W*lvV{Fnc{Zj{hS-eJKlswsGWGPZtQ>3Bk%D&Tf(o7Hz+RLaLu-@5@VOy$f+@ z1ljVuaGbyD(qtnEKjbGDxOxNIzURu+W@{(@edVsIy)(&3&t#NFOum}M@ZJ~CE7Rh7S0-0^H8$BU>g}cDP?)vF!593s0E=7W zVncq_kv}A(L42u-8TA488ACBRYa15u@ez2okoAk=!0)aZP+;{`F5I8|Q=IQZ|ASpw z94EduQfk;fOUtjsk3+=5(d3$DtdZ=PTHf_YnAOcEm|?QRqnZ}yVnr*mrP6vK7*=p@ zh~LQw+YZl%;zIVbW@ln4SDmc?=J=G|bQN%IDl4Dkd@=_$5_vO!)WfHJ_1S@x14W~( zn|WBQ%>Lf>Jgz+ST9I%#owJMnJklMZ$Hd6otCYguydiH(?mTC@K}@~OSj${Fn1*%X zR@42)Q#|iQbH$0II7uApVyv}}_M_{qBHUg4HQ%7Si8a}2lYD?#GkYsez0D8z7IMH-K|IC-E>wKTc+)P}_6Yzhbu>%9fk~b@_M#F3c zUmA&tWk{19T{H3LIV}3LAkv-V|Fex=i5<>%RkFQ34Ea3W_=d!n;zD^irRLT&a*e>u z@60Wa>L=L&&T;ljK64|BEu!C0KjY!`KJ-rH8MEk`^;oCV;8n+_(dAcH7bn51`b%Z` z?A*#4(uVjom%d+$E>|19n7?v=l57~0jo%5PS*_NT_Ve&?y}n+=$S(RzUdZ3|@SeG( z!T*12?u(5V!mE$id#h2dhrt+{b%po-X1t2foJzxD#>zXcA6$P3U9zw1Sk}FtH!jD~ zzsPj3ehSfH5Dz&D<}Zt(hd?^(0w$62TQkux-2EJT3c>I@2&AUMweV<;Z*M!+O`o+$ zx<4s)v&Efy*v^*QMUTO};A3&OJwMFa{AAN#<@z-R_l*lgu-%wP;=#@7tr}B-J z`niQxZ{W)io^Tv4j4?}OjqH0QItBNB_PZ#{6c+)uxN1J+9ucRn<13vDJgB_ubAS3R zY)i4^fjl5@9WG?$+)-sG!`Wu5?6{d}{7HJ>7e{}C{qbZ<)!NcDox#rQpnWM>hPt9W zol5z9D)0P&mY>6-symFY*s(Exc+Ke9w^on6l7Fi%OJ-g4)x2&FA2|-H)#+Em|H(75 zKMA$_v=RhA@m@HgxE28kw_C0~VkU3d*+<@a2(O1x}GpDTFl zy`(CGY1w`Amr)PrZ8u`=&2-Ls$J7ja5!3D#MY2-tL>LZ-&UXE-phxaw^R|BujlO5g z5;(mQV=9v~Io9qG;aWreaXKAsl&QSG0~@4n;2c*D$Ed@}b(%YgTE@u!pHncg67DXd zZF}Rbf@x=bxq{y}VUg@0y307Ji~AQ#o>#z#tl@e{+(^yKYn(e9+w-36MX~c5a&Lg> z{WQ#-S7}ykh52{Uq6D8jiM+{`(ZDqoAaNk(^~3U=`fLo-s<0o8i_=;45576X{Mv{< zdEb(plNI`EZ$upt$?zBG0d@qGf0=3Bw>?2)`Sr_ivX>#|0!E*Uc3GIIS2&pxEdx{w}x zESbPBXXmOUdq>1RlYYygl_SZHkQJ!&T$d+Hqr`+{c&oy~v#=w1^6!DzH{wv%RpmRz z#l{*%>hb=5$jJSDx`B_)V}oSuI}-|gl`&?jm)+}~4c^dM!QK}R~ z=S#?$?_MvP^D2mUP04Z<)RR>#-f$zU*MWC`IB((e-5t%Ul)LGBnJW&bd#b{m0r}yW zSrXRCJu}FCP2LZ!p~EvG*io=}UKIP%%+-+<^Ia}kB8MBJ6YIApO%G@{f?rqMY0h&d z@QduITdGa+VLV}eSuE-tM2gfqTkGhrkWALElN=iWzn)^kZd@PZnw=u#^R#QMr|)s4 zu`%*dS-+kg_{DKz7`89;K3}_M%)M=3lDRwYzQ$|)iV;iWY-*$=YttAu zZ$XDw`E4caJ_8>|vRP$Zea8q{(Yze{J|kVKV+;~MYSSSZPOD(@dL!p8YFD3zK;<_h z*VR+@pjUHc1N!eG+bVYJ#q*A4mj#Yz)#LNB(uu^UQkJd zuEZCQpmjrDmW)ON^iWcqtA{tm+2Ub+RMX~b+GR!7OJ=95#niD{XMa*w#!SHc{qZX@ zCX;h-F}^74W?jiVXjjF;r{I}Y%GZ)KD*;R4%o?LSh;@&-2Uwx^%k;cnk6-icJLyuB zmHPR7K6JLYwx9o7({-JzQqiiUzxHGCRM)(UZC8@}MdvodC0V%sCe^uExk?YW==BFj ztC1u%7Y;IJo*QMKT;5;Yj!ECU;#4*|7PE@Lu`_f}(JE`#P9|k)OYVe7A9!8P;-Bel zE2d>^aT|-?76S=kGN}N!&?>{OsbKM7GPx+{qZp;L(sgi$vxJ zc*BcydWLSt#a-^!y;{~$)EZSc|{?xMU z1HpV_YXYw)&HTNfT!W4$k~u5U>yx<}bl+q5PUfX$B%O;1`?KLn<98tIi|oO}ZgfoD@-|RQ_Kovt{Ey?8z`Kt~Fr3^o9chbC z|NGv0q;vBzwkj5lh1f#(h#N^-l`XGxA5c}~FVADMqURZrx+6T6lWc%dH=7d*@su%G zUxt+Be9BwTgIM+hlIN+%JJ6j#|E$2wbM@3j+C$#iVppmiUCNu1E4(x0-gR$rrt97} zMg<&N>mJ}vx@5J}MIuTy(eMh|ZNU5FfIb8tU&XIy$Uj;y*}u0Cmu6$!)$X~5;>ZK! z?#h<^v|2%u&+xFb|2vWMIniyqGxhYdj@>ul#(wZ9juTJ9?>fCC1LhR1Qc3w*8fTTl zF%a4d`8BS}y0kyp@+H=IkL<~@nYD2(X_{J}V=(U>b4s3fCgXGBXM8{VnX&_{FitlT z-^XK1QS!gZa;Xz|QNjII8^|nx)~nd}77xu^wr*HeTuf=<$PRam=j-n)mf6lPz9;ie zoP9~WuEb9L#efd3O2x*eq@N{PUIpcQ#Oe~*R#EHhsVv8jQnj@&EciLqq85t@a>g;dtqjgQ%J^$S)P*Y_^tcOhXBXYS{Tf9XG2 zudDm%i!FH@vB|OOIF&i*S$3Xmrv3qUAIF|mJSS@a?$-Vo@;p(%{E_VVpYblmg4DFF z2-$B~_hPy>@b^I^yh-nkA@r6$M&f7QCEqC4ZZj`7z|VYNO5NWFMS_b8BG_lFnD6^} z`gR@mpC}eBF?vHWsJGU48vhQyo3-x0;Z7a1#A4X>)?;#RUkvSaeEd@$beys7X1C_M|9PZ^HmyEaTAo>WuOe8y=^#4G`D&N^>vC1Q2 z<0twEtJlGyh0#io;us@WgJBWpE~LvGe9RlV4_U9Uzq0eQgLrZ^X77g+P4s!2zgM~g zI)`np?arMRG!5anNN5|s83Cope49;8iT;&E)6nLJq}K7rnedg&=r zUQ50wSt08^CTe++nIV_04KjNFGWr0ZbVepq1JqU0Y-@>I9mft{-zpT-JV-O$n4 zJ@h!symlWOtbuuPcM7Y_O^4y-J3M(gw8o1dWg(f0udAW64{kRzLb72E(EeRq>&qrt zSM!%X4u@D#IOHk9c$TRleuXPdjr10|>$vJ7jD8U|WyHy3J-yC-=sDuqW(X|Agxz%d z2OoOTtgf@kqVlFT$>f|W);B^g&*%&3B~Px0I(9Kuoyspeh$1%`Z5(OZ!1^-CC2MLE z9{02UFXT!6MeBSw`_5g_seB}Rp+C^~CYtAtFyEU~H=(4@hw!vyv3!Q5hwC%<@TGr?)nP$u>iLc#lL` z;gmX=hqHQ9G4xYsv$Nhc{Gbj$wZy|p#5*J44^ELB#awGqXcgem~ zi8tM8-I&((N#@Y!!r4bM;g_KSlJ&+RwGT@nKrbbG#GH%dvBD z{Mv%Wt;LM9Xi%G7nqbpl3_JzzvySEOf_vI0>2?Jct-yvS_{%(2O?Kl(+9gNPWB753 zF`p;VWS%nxckdzB-+m5d&*g0VoBQbI?D@a9-(QP9chR5_4kq(J)+$#vdiFpy#lK&D z+NF;vP&og5T{lI>m^2&i<1TUxs`y zk)Sem9`4@}=BWB`O(oZr7&TioZHf`eOLiSivkqe~`@H6wspjqXjdzP)4&-kWjGmfV z*Neo5vSUkHJj17l(l&4S&o_EQ9$KFCziM^7wi}(>0oSaEIDx*;xl@_T|EI$}xnc&I zgPOB-ACdTYV+Owge!s(KK5^zXpY!w}8Tj_F^IUjet?#S-%e~$&Y~B{%YSC}CbIBi^ zY<_=>IJdEAH@0ekBdMKxH~CA59m&`cmVQmH?EdJ5dC!SJQ(d{5?vECHQ|n3M#TZk> z$mK+ptn(Vn-#U}2zjhV*L3aMvgU=We570|jQe>1N=DpNqPbJR_#O7W;{|$?xW~r~( zwHP^XgIHa&#HfP1%&fit*}vRFE;paeGfMWm+`w-a;NE=xb^|Hz$ECe`$r`osJfsnf zpW*M>eRYBB^L;rLCPuPkRk2`!zRq;7b0CQ?q4C>T*1_*&dtbw^&T;+Gv^x*OPG*NM z>HY!@vWB23%?^ZPM|x)ec4`;4gG1uVK(;PPiXqS(XP&uO@7we|oJ`qAvr-(-_sStW z^g|M^g+XgpZ^thd`27&wo-hI-#A{DH#rA5T9QqVBH?3L zyASVJp|1txxmsL`pIprU#%htwB#DMsuuL_G3~;U{RRzSQ5%N||d|VFX0pI{60eLIh0SB-KO+!Xt{_pFFhmx-jkv~M74c4PH9Y;{7xy~i}1 zxPu%UjFlXL!)S6+0ncA4xF;IRXSzDN7M7JE{1*vQ<)9SLI$0k}`Av3!Uc_em;8q3f zyu^`w5B=Ck*(bS(cH2asKb)JapFA1(hlD>F^9Yvwz?diUp9%1emz;@#6MXKjhk8)2 zN}?U`cufzN7^@vCFVj~tCmv^WBy;(taBAvQ*W&d6wWo$ zp->vk*Qc{$vXf-TV(yQ(YBQfl<-JZ9Ow7I3EBgD`d|cPK^WdCnXj7aU&ogdxRV{rT z$O^4lYAJ8})EKAni9&exgzK8~p8BkMsu{0>Hp%i*h_xEQZoAm>J{G+Sr}%Pm#y_Q} z?BVOqCaXk`iF8lRu}f)sJG)+Ew5%*1tL-G5JDpa^%yI&2RfXR-uDTK1lP$J&x+ z0Q=ANJ2lO&qvPRltD~PENRl;h2RMEt9{pkTsoLfpRI;DvEy0V%Z|<*OctO@vo{9^< zkf#iL|EJefgl=i>N&Ts1c>k!VyNf@RC+{9H?oCnU0N(ks^B?IycWR}v;~w#CwurI> z8_E^94qEzHP%afr5U6S6Ja;OC+phVvdvmO&cvZF_4&S0lLai* zmai0<2 zp9k#L+Z3AZ#s3-*J_7cuStr@6`mk$nt**npBgM_P>6`cV9o^5oMzUW;`q%W6{5z?j zxtxYs<3CR8CVVUz-nZk^ofwq2HmTishrW`t(yO!j9KEI|SQOnJla5yVGe0+ujAkA2H$`N3(LhseWfd1iygZdAA=M#FS?m%+hK8<4?;CH6j zkQ}0y(MW)*r? z$E;LHTg0lnwJU=ocVSoR@0DV`FJV)h%$p!z7tX)9zoDeu&Lt6sj$mxii<_D>>JLT#A$3XoitO7Ux(gr>-h;- zj}e_(`Kv5ObcIUt+2!smc@a9XN^AO`4*h!UemLuQ$ELavIvFD#!o#wDz@j3v(EZCQtZ zGuxMeT4QI=#*gfWxD$d`lkGEzt`vY`cY=2{xa`#Tab&vRC^zEt zG6-hB&b4s-9>Ztp<8?9r8=7o_&lnnRrF&!YB_~M(pZ^i(lgY8aR{x1W^^NcL3YUW$dA$h!oKv&*g$F6C}}ysJ`EW)&vfQ4m#UVP#MKearU`#?;@$ zuTyZSsyTFl8TTdjxxmQv_-M|Q)AuquWxwx1ykG%eNz6Qsm7ijb6L`QLedk?dGnQx# zzhn6AQ;x48)e9skg)z0E-xhyf6}ywCBySWBaO_81m}9Iy1#?s~7w^)h7X0@WIj6J2 z4;Vj)|F?Hlc9Uf7{1V5W!rP%xyGQHCVZQ;2!&v!jR@;Mjzr*c2h}S0ZwgUhA7U#|; z`H@&s%r~RtfcsxP>$>=LsVF$lnJv8PWpQL4#ixV zu$Iwo3*4Wh@pAL-wfOcHOFiOjZ#s8y?Il<}mnZbYpu8XKWu)w29gZV;ayY{8e$M3k z+;Fk?8#>&h&)YLXT{a8WX(>q>@j+iR>>gy9Uinb(t6|6bS|rTisQ+t^tjcre6u~C zmVI1vEp7H^#{=}1XPqa*ZUSkWnupfX_*!hfQJeoMeO09yM|qC_dzx?6<0dt)GiV|H82p26Pl(l20b}_X_K21P|ZAE2fAi3;F1exO*55 zT&tJDknJvJwx;D?tZBt^yV+p02r?P+*>6$=tB1p+u3okm*r1``Z?S3%J@?c47g)cF zDTVbu(Olfzz0~y(N}i8@;oZgzk|(dfVPBq)Urfgnjruo6b|dv^u3bUP+$-HA*1klh zW|;ApIjb+UelzxKJbj#VC()w=te(cxRc!V)zwAZdo#u(T>~R`?ChPjcdP-D&k3^^I zD;Y&s@w-RyZWJvWlHd;g&!*WfcQb2TpSPmD*(u+h%CYOOo$g1@)DHg zPu~-cg= zW%t;_G`f}Fl%m6dEcz=99u>zQ*V}gYMPpd}cuZ=<4-32Y7w78Hr3Y-9xb{-B;P>Rp zo3UZ;33oeQLfZx`l8l_WcU__7Z6Z!FGBgt_=NoCVyOpjGpUUcW^qXuy8^yi}M()O| zbHCg{Pc?XHHyFJLxmi&8kNrO6|HTX9NHS$t#>ztCa_aPC??iH?w$Nv37`&kOJ|q|g zzj#@9Jq&<%Px5wy#qF51f-cE{bG$K@=*t9WK9myR8jg? z&)=KFKO|=|=zLACR5IMkYX53`p1YSiICCb36vDWyHQ!^D`$+vRPUQ}N5&kb>`vZNt z7~3A@ms9**3O~xR$Vz-^<%*B+ZI{S>rkIvID=V@57u=k|vXAiG6aD+yjF5wwwM;vpnf^7CVTKj7?kfRSJEqcC3@0k$t$y zD7IWAxPcz6;M&JnWnq!`VNYSsNSZX&PpX@ACF?GDo=(a{)xJi3f+T}oxeqLo(I;zH zwqQ_cn*M^R)#%mQ(e-dl7VdUzSyKOBh|=rDrb;+*3rn{k?@X*eh}DkAvg7GGgG~Dv zu_CNfed0oM=0MV(M2jDB@nKiI2lE*`X0*Pllf5uboQYklSmPSLpW1Nwjx$DVFK=Gh zh#$!Wn5VBJSbqZ)uVU$MY5JL#c}qOl_#0WP7F4#-`3CmA3R-{fn-r^dXoMhn?*ih{pqCo4|_^zQw-~$ z5xK@d^K(33f!SY(ELq$80n{&t&H?yY15>+*dL`H)xr7Uoe7Gx$^WsT9^~9nMtn(-x zPlkPR?j1$aUzoG8y^lbJG=DJSVC zS!xr5>xhzhmR*tUZWDDL)8k4~o$Tl}BskINlZ`V8^J>uabR2BP%eFvau`5zp`wl22 zdt)Rv&klv@ zL^@1ntqWNCFf7{-ld9uqp0Qu1U1Goj9610tM$>OH*?#3eMIiYmi3ahzS<_J_j#cCj}3ol?#3WaB1NTi!7a^i32Bsc`8_Sf@R`oG0)VdE0x zF5_{daq$xjY)9()aA?Bc&N1plJl_hXnttx!33Xvnh$ps(#vqp2PU7ukOvdtsB68M) z%`UKcRuYa7505u9d_cwrctkCh%38pzDXxx%XSnKAJtntoGSzLz@ET&o+fctvynM`^ zO9SIKG=DsYL*LT-NIp8hdJ`o{!bzec9Lcj8XbH-;l)F4{(-II_mFH zmPozuJZY$e=VkTsmHz(4p2qk%7#b5q`s~PWLx-_`_Ty>E==+dw5uI_bnmfiJBz?-c z)b+TG#v8@tCD^b6o03VR4s=qTr!1Dw_vux3n5zF|U;BYRZ|MCfa=fXp)V6$=_p}su zUxIWpbgjC<%4a+tp$~^NHKILu4 zrEp!3XXn!VMxRsDeICo4!&8@t6E97V|KJLF~BKZ7|F;C~MZYVo-23|Ps6zhYDN zZ1iLAQoQH@=+1QAYCK!ZY86@Yc5$}~{`J()UKkW%sfO%R%w1JyGG4%Tsbe~p=gkpm zn(5;Le@}IFbNZ+9b1%^?Pm}YW<7E97CuJ+v%6f#_@caaS;oquGnZ?dfy23p`LHoXVbP48|@3N-8eoIPdd{&`$`jyx@%k8 zeA<+>?dY?}x$%11rFBg@%@fN$!Q1!9QrpobynM6SyCLiC#FWYY)#kl<5_<|c@~ruH z)^4p;E!;_N@4hs-T0g&I#O=H(d!H-0F7GF@>#Z@VCW^Bq9KVB(_h8@Y81fO1`-}bm zGq`QmxTiJ93&o~5oQiC{q;u$1(nKs$?lV^{qvE1L-iwYwAB|P>aXDhi6$(zq)BCg1S1I5vXI5C8EpP>I8 zG(4V$J)qbQCa)W3swh;}wSDkuJ`}#t*FyYlLh};1xBzc&Bj-PmJxp(3`Ft+hzQ@Mr zxbsPd#jKud%FD8b{apQ|0`pFm$&P{2?md5EyS8-CbKZZTa0upSmEL+f74!EB+8x8< z$vRTqwFCItZjoUqzo-rE_gG^PNiM^V_Wb%i{oSYEE?bS?N`va??Yse4KErxs7r z|8s4M>Uk)C-l_Lg`^>xYte;+v>5tIz0`Yu@V>gMlS!wn${gPqzBB&kd>N+CJkz)Vd zX4XGxaRA)EfK4*RKLOu~`cF>wy1a1)9zVj)!y#YRxwmLH56;WP^$u9Nl`p3XL~?f> z#uBUf*Dbi(PA|#7yaO-3=P9Mdo$P=u4~s6aPraMI;#3zJwk){Y_(;S)mJj5{0? z_H!zPr}B=@q|Gkl#^Od>k?j|f?vMX>!M_D5`(Z#ijBU#A)|qt*xp&RF%O>Q>4wNz^ zONHiRAek!CkI;NPD?Ll+{V+89ev;w&SN!Qf%kK0^-Hvs%%Dj68%O|JrUh!)bYyHO; z`jF{3GGC7~xx?)PnfrKDVR|LITsb}d1)oB^C9AfwQhh$AWFP8ynj|;RuOi8Vq{ut6 z>@Du~|65SblF=NNOoz81rCGi$9O z&3L|6nCGSHVb+Bwi}YP=wwX+Gu<#KUE5=u*^UI$^rXl#-(zv;2yGSIt47v;Sda1E4 zhr)Sm-V3Vt@%Ln}jbzDn^{h5|^O&6r*@=-Vq!Y~oH=B7z@ZIcOX^GRfI2V6e&%=kp zNE_JuXaA=X`gpt;X|{U6EYy=7vsJ@1}$q38! zbPKs}pzm1B{oU9vvdlU$qNj-361OVQ;XWFF!jh>#IheKng-KSN_a{{$lGKLMAI7Th zx{GmkBc|1NWi@O}Ubzmim<8(&&K$%-D+|6)6gK)h_&ps1ABWisyrBhL7tvt^h9nc) zD`b9>jvpGcJuW0~WC_RCuum!uzDTqFSbil*^HyOEM3ZypMbWUUmL+-aUgxW`+b9t) zYpj2yQGGZJ(W1VqX6hle){?m{EAclwpKq6c(==-kGE1a}<(=Z_LD2k{MLvO9EA}o% zhQjboZO7aV{Xnx@STF0FQ={PoeD37hM)11c(JgcuZp1MxG@YJ}jr=;cp2k||v0~;;zb=El6CfTSt4s6Zf1vl;d3Cl!^U!SSg)5qY1Ykn1N2n_*QV*CJC3FL)%9@C zJMs-Q*q;?%<=0ijygLf+OE%NF1D_h@cMCGU2A{03n#gb3y7o67mUXh(n|-7a_823( zXBy%8$1FV(i}Fn~*_{Tk%CG!r1STYsjU{0>-gGRvck+*X*DIr!RMNPT54DH&&oC-V zs#~>tLOjo#_f}@L%gl;R9N&TG$qIiIZcf3eH5fCNr1$9c8Y6v;@u_c+Z)lel;JyH+ z+n}&bi{FfxCp8h-YxB{LEFu~oyG@F7hy_kJC3EF#krl>of<1$v1^95eaX{76iG#w zW{zFr+Km`}D`_^eS3Pa=Ua~sBT1}3Y_)%WJ-FaUz{IAOk+QZ{S@%%j89*hltvQ=W` zpM1DJ>3fj!etOh}X?A(9_WO1WUxzmn#Dp1Uh}Gh28&_>7_a>vCr`><-TFbcCvP#zR zR>0qjwEcml{=nzi{HZv6vtu^9`VPgrlcAo>Ip2}!d03^c)4g!Hn;kbmBQ>g?;X^~U z=*Lnuj4_|=i_8Lhap7k&B`^3~=+@TeDL$N4BFE?<85)15P3{;^#@Rdg!iVlE=7{FW zyfnawWyp0aKg}wvR@nZ9IrTO&S7x8r=rY>KQ}wzJ*38H7taX^=>O5CUWvWfiH77}5 z$c&}cWw1=Oxx(!5A4KmYY1TV^MVkKnJx|l0XPv9)pUk-vA)EIUcf)T0M$Co9bbVbT z+6^Od)-+^4*>p_%2RnZy*GKeB4c-Ot%2UYfx7{jRufzeo!C*xAGJq&|wNsRaz$Ii#$jd1zd z*%Fvvh-7vAos7TDwc7*Rcik;r2$4?YN!FK#NpdC}R)|l9MTXM!9Io%l;`3yB=B_!> zDzz=T;q_A_`G{Rp>9Z$EuIC3^$T`<6Sc%4kNVU_^BO$s3U-DdIwQGv-mdZML*bQ$HRwk&;4>o(ySz9)*L;^w$*98)CgJASjKFV9nF0p zSQx9`fqHFzJ_}pAW5uQ7XR~ajeIXaupzmNn?I7_>L*7_IsPpU+^y$R93O#A&*R_i?9d7d<=L`4 z2|MZWG-&Q(i3zkioF0Q|mW&dq2YM224JG@HV#+3VPF;;DU>R-V0vYF&gRssEeY0p}Os^t|@X3YfkHviH+| z4!d;{cfa&GwU)Mvi!bYW3+p6fO?UeIXT;v**~5lC$vjYBJ@oXUh`tJ&myoh5&5M%n zSh3-2cFvl(>LP71dJe*YS^U2&=`Pl85}k`^_m+{eF5qMlVXdFiMtF`bQ&(d-S;|80 z7*X~-o^%HmuA^Tg65ndHPaMmxro8LlXw=-9g+&7~HFqF4i3Fpt@M!lTH)zoX-+w1l z61CL)e$-2S}Pna zscl)B=jm@JQNe1D-Mn@(ZF_!*^Jm0d*!8|i>zaE1^a%Uz> z{sJxXE^#)Ls*~nrxOFCLD(IxzPV$`oRiOFpW|V)mtFHA5I9F$}4}I(S%q(${zf(l3=N%j-`A>v(0!@NoS%kQhPWdWR1^RlgI zU0$!*Z=UsY&9q63y9Qc|SapGj@&KuK8gm@3*EY_%ES${b24`Q%<_$(b{j2L(mxsFvKRAX3|j6UVLz7aA$m^H z;x3kWkgrd}^TUnMm-RM^8UsYhhal9DUBc9($We&o8};)Jb{@e7?Mc&zhy7{9VXS)@ z32tM#i|O_+ot`pYb{{_v$$vz`dq`7L4EltpCFj!X#{7ZCBlK3Y0ROY;@(M3s#M9n{ z->I106E}{c@k&yzf$}XjOMe>tB>2pck?q5qxS+In$ zelwfp?N%x$K2D45@qUU%`(g5Pd~q8D=dsQe{HFsp9O~}kK2nU(M=R0y1z2q({|t8s zEpe@+C^}1jxAU3#v^>~#)$t`6HcQhd5hb-bKZE8Y?0Thdi_c)~eA4B;<`KC2JME7# zZxkhUah6IJ>+<5r%QSjk%NtzZ)bWeql)7#4;xEYdyqGpoEWHvpy6OK+zl#~=6u*-} zxsAA%%vS5n>Kj@2Ge}J`(hK?=fsv`Lwt~bv%(pX)nz`j=-u8tnqFb_<-ph+$app%j zePo25uF9K?WSLHF)xmgl3km;pEc+RM(f?x7CLen;%qEjwDzD9QuTU2&v#X~Ed-d^G zo{RiP>n~w^3h%3nF~5rx$C@<`5-*Yq^DADlo5e@DKF_-@AZhX*NAIU$pDehkCeu~x z&t2CWTX#DDEG>S+jjH^ru`80XvXXdRjkI-G`vRJL<%&J{G9Pzu$A&&|?TGUWpf}7s zRz;iU=Cq1h^fJOv?0kuMw}>REjr}6Vj@9F9usGItp4qsul^q|~suQN4f@5{raUNe7 zK%Wn>t&2INj9Ax5-zDKtfoyNWpcLB-H;X1);Q=B{_SZFK_iiLi7WX>*CwVK2VCE!u z6nC@3(d=}XGf(TaBVD!|uRaf11@T*X!bDasME@V1Yr|hxv1#5|O=i)2>o^Y=@56x9 z17GI%yRiM=8v15@Z50WQ)W>r2K7>7Gct`Sc!4F8XSI*G(E<-XZ|zN)gs@OV;$gh#7;8IofsE!?&Gf@|NyGewcMCH?di+=Wk)m=| zqL1?T7Z5rZC;uymLr?3a8ZG)6Z>(PH(epH|=CMT^Y<*Tl_yIGrGT;I@*d9K+J7ihdf4T!f?9_xl6?9;2tnNZbNvlkIXHmQ3(-nlY1oDs$0f9{7e? z_dt>TXf2a{Q>`5WQ&8` zFI*#f?P0Z=P+r5U#$j6ztT+MlW<%>qtgI|<-w1<;@hj`C!{e+{8;=X0iUrkNbuqMF zX7{Z9eGp5N3$(L{{*T^zljSlR@T>;2^KJe3;GEgJ1dCt%Ikjsk1hsD6gxO+B)9`~u4J~oRtBlKHWZ1|1! z|KKw-MVVJz^9{E5;Dt{cBNff-8gVg}y-u4cJ|D%_ha2rpdS*S+IQC7(oGlR8iLu|1 zp)USCL7OV9yT%-n^*-N0x;0jxD7t+?k_)l+Y}QI;zWMA{hW#IaLKUNC*Iw4cHr6(jxk>q~;x25SK^1gt>CyUwd zu-nbXOb)Wv*pz49sfd~!r1?%+oR|HyvNPfmh%A812zp+M#mQuL4OagS z&5D@w9&ESh`(Ab*N6V}A8Ob)mVjXLa#qEAi_@c^u0$kx`}SblQ@-y*Xk*2 zo7=lvDyq*$#^^=M)*{*KMkqm!k{F%pN5#a|Ja<^h3sP0K0XZKt7ff*Eer!sG#tM2q z!N^(RvJ|Q#1Y3?%=`AY-m7uzvQ+U&Sgz;69Tl)S*f4;jSTXcX8%g zzH=~*GYgJ(rX;JsAuc?q?V0qsO++h8-$Q6t&%H-Qo}1mS*=L+As+}8tiG#7m|qJb+u6=%ro2;cPq=CvhTZJ186tmHu>T8( zWIMf|{4FtfIyA53$?y9Xwix5aVCG6K_ov+|_I-~xTnd{(7?280TiNPE+`EK?|FXga zvNyx32BPADBxntfwtkW?e=gr1K+|gcYZRW-b6Lg(BkjZM=UQ zHa{n#=Dy@2f4@S)i(zs!J$_}ULRh$no|BE3`ko_MEUS!D89KR+t|o8lB$vd7GWb`- zNO|8sjRdEODS75Q0oHjV`;hZJ_4K~h8lQ^BDs>`G$71GqSqRo;hBR(6$u!YH0JkM6xhm)teZ6NSQs^G-e)dhe!H6^#C!#0Swd`6&)3TUJ3mN8)!#a0rC6z9(5U zvd?=t`y;wALEzS`ue}LhGqH05P z{FU0*;$g|5I-f?fY4VQ@|oP7?X7vtUM^l2bIq=wx|G|y9;lSQx=S04)V!@AUOvxS@B069h<(o5m$F}HO#4W5x{VEP#@H*MI|Xj1 zv*)M$aIK>=V7m+dvU)o2{8BY~nl|h7_c~nu6oH?|t6%s;>hc}s%pV0Z^)@@4O2aYu zll$PToi5CZS#9)`@vj$k_rc$+vA+yAy6QFcINFds&kOU6{8E~4&}Vk@9pT>zBzlxQ z&ywRv{Co>n4`rvt#>yVl+wpasYriAGaAWVw&$@|usggL-EReS;3yhex_n-6Ff7$3I z{WQkB)Q_s~%t+ES6IJe^Z5P*S<50uP5lHuWJ#&?A*Uia9sMy!jx$9>lKw z$y=KxlPNJd;5M1p))w3gokOBqc+~T7Os2?pd`d>FqU1P`KGoRcHvZm4AG3{e3Og4S zYj1`09c1iHveDYEpygt69AmV4thm=tcW9-y=n<^&4Q}OaKrI?gqCr!Cy-o8}LR#tU zr#SSWtCBGxxwxMtV^x~mV5Dw*Cu>NuPT?vs;wM(i+N9#FQ&trFz|mwLtHtk9^|~Vo zwnKKT2;0H<+xW)a`fI^gQqS&e9L}5Xta8a4^Cqme7(S^b@f6wqz^2@@Zo;%#tot+B zj%2Olab**fuF~T=_9$s)OisB)tWcxCJI2uQJ@!g%&D_PLB4PEfxN0SMAqWiD)wnky5YRxOlM2rOltC7&#vd1eY>*8 zDD(R!JUu3hqnUY7FUZXK zBi2bh(Wl|}v%mi}>So;CP43C`TF-*r^pQBe6jPF4>`{zN-G^nQtSQEQ0D(7*l8V9; z;FO)C?Vu1(UoDazpyySrpUPr;jr#{#a`!o%53S(s#aTQ#(-s=zCs$0PLj~9LWy=BB zmfXm{;7D6@(7kNcNmNPx+YgPH6>R@U(w%_oSbc2(modrET%tlsi8M&1QHm5vq<@kM z%~F{oX+TkiL_{SjL=&PyC<#R=nWv;ssWeH-_5JSiUFSN}`|e?_d);g8=Y5{N*D3<# zDn@I=FYYw!iST=qR$p7aYD4r1GDf5K$dXFe4`W?Pvt_qHqV6^9c^^%#BE?qo&(ZTl zadRmy=DG3MQfaX6T&@wmo2c)Cv2CU7uT@hE!L_pMA6=G z-7S{1wA%DH(s3-Gy;s@Q`#%gw9^*FJX2;qznzUla+s*O;kH~J+wbscKSSEXF>(jXv z{9b40+_ifi&Yi8V+2!^UzqmrX#XNbie#i2ZoN+0k<*o4Bfa_;q>o|6p2$7FTk_t5I zaV*cTdeJcXaNod=wzO%;S3YF(c4lwpl?Plsb|CvV{GqA{QicqR`A#ax=E?g;8YX91 zDSu~w(iqyV@M>ZFsPDCYG);}x3D(8qMT-By>SR|2CyU>yoxKlRldJDnnDxV+Zm@mU zdxb@{+r;W6?3H{7U0Ej?l;38BG`(h7S19N_GvH7d9@Cwq_GQtK36l3AuynQXUSMh#t)_lyGl20(n75)ZB zmL$p9blb~j6ZAaAf3vh1#>=u+PVoAjm^c!8*Rf3>sAiA>gYY>we|KO^rTCWGX|NzR*5}{@Zaq^+v9w&3ut?g!O(m zee!(wFdpz5SsoVSc9VM$KCQHVokNm|?6L@>KGpAMTK0j^gOHh^U2zffRE+F~!xM~H zo*#d}iapu%MfS}xOU>WW=sBaAx(7$#@b&Pm;pbUqsl(?_ z!Q@6hNmRv;szyld>+GoB3X`T}O4XMCcyVX^Eh|Ewt@mXj{w4UgfMknt^#k)vHd>xj z{z~(XdW_`bMYV4!J`LjC$@X|9ekIFRGHxXs-YQYxWql^&!ZK2R#ru+FU^uBdvp_X| zoBW-f^}Pr8?=jY$@T^JZ^Ud5@>+Cm4=E15kJ%ZND`QwMI_!>;Up#*q8O z;_F!>Ppn^n_#W8(hgVy@*Pdp{U3Qn~GT%ta4V9e8?-{YU79~XXk=hJ~Zl0n|D7Zd* zPqg_KgPR)lFpRqoM!5q$T90D%&Go{8FlfdWV_D}@GM&n2AB4h@M%f0Zw3|0$_pK2bZaqD+0LGqe3*XB5SRi*ur=I)ILbI6_j#r3>0&pglK zOs=)hV1qNE)rbYoqIs%}-R8C2pU4h_(mbaXUrpuka&&9YGmnSPHtZhFUXSs}+?VSQ zx#W4tovY#^SF)?+Ui_OZc1FQn!rEkimbX^KgHGE1C|(pX%0PG=&Kif4>U!vmHUDv> zJDfF!_^T(0vTt#wNIC@rQip7(>&wwbyBq4?;b*FM-%Z{P#$1PQ74$vHe`oTE)KM=% zuUEv48Tz&5SN(A5LM*C-XVszd0c+gHQ^)g%Ze}@`Z3dgMh4?nfY*np6>&e=Xe2JoG znzLzvk6gzKPd8$+M4!w42lB)4^(Yv2HPTGuEX4RFY>^!t=dA;V`%o*B*q><HK#yb#a!$CfkoPwuEnBz?=@xhIQt$hPCS)(%nqzMpo95ykG@A!Q2;;FJ9A#Y;z&`7k^Jik0-^r6AL8Cxr4&4P{xvD zf9!nDd&MC894+4x)mHkeFu$5;{VIls70s~=Bg^?&2u3yaN+!y;jhx+ush&8FZU?|H z(Q=k(@`t?=q|V%gU!uwX*TZP#>$^z-QBo1489G_ zkn&rNck6v=eMh@a4T5yDY5k^ zadH>jYx}DtG>dqr0Sxye$#pbH?t?smONFsyh-?e_3bao?jbv(C4vp!4{>>9oJFS{| zmwE3PW9M928Ft!)4SmU#%%_cw_q7<;*jiP=mC8sh{)W+0UdcI@oI>kpgoZ5rJMAuE zlVmu&*myJWrwO@+V)?czvrxp(^OZ5Q%6gqokdK>lHLa3GFHb@1S{wf+?MWE+E~EzY>F;TB zoH5pUX9*o|AjdmUtxxKF5}AkxFTnXZvRsNA-;13OuzWt}{DO-Ec-(8GKf&BPMvX;WzP7TLQ)<#}J(S5d^3N@=lW6~AhND<#E++(XMbmg3gF1+aO>Yh~bknExO1 zi7Y2`{-sGD?7Wi{>tJ%I-Z_;v4(h+dF;x>EHU38!asgSt#LYJJ%ufDG;M*L|*;jTw zY{9=x1Ray(@_D*_QlLS7Yk8{gzHiL$y`Eidhr;C+9@oNp zGmN~Itxv6C@H!cC8Y#8F*RpOKc=VyiRnRzzuYXJ8w|K$+?2(gh$Kq@q7~CY5jKh@F z-a7^trWdTD!_AhRmTN?WIrx!0?6t(CpuU%GRrEL&lM3VC$F2&R;!!Hs&nCfYt>47| z>#WOVXq2ZhLufJw5+BiIm?)Qhc*$7uv{!Cpg_rq2VT||<+Xi@dGMRVMZ6Q7K$>4O- zUL}^DO@{2%&XvtIB>KqTxmwHJkbxrkqoVOJ(Rn$B2)$MCS+uV2AGmyz&ep0L~~`$6>pQTkd}I;XS$ zUEceU{r0igFMRS`R$nTf{K-OnFzzkm?Zu$;^%=%G5BuuC^K)OWI<51pV;xrH^YLJI zIFV&0!k{HyH|E`ayqA38t^9u)WbTC8ERimG1s-rMkc`tW@Vv*&IGkS7{oeytlljlN zqTq5pOKOp4aTBaO>q+q#&o~qg+gY-;&mn&rzpM2jdwcrvpJWtnWOd1>o}0)tmrXy` z>w1hi(ad?ycA7~4sJ>srKXq&uLg8WKy#=Gg@%jx2=4{kY#(v86#~;x8()@dPOe-u- zt+CYZ%Bh;{aZLrJW^kMasSk~sJTxyGG0*Z2!T;PNu8-&4jM0RITUj7=M}K9zNq(;9 zX}_?{5Gz|fqr6nWps(@mf6(|E62HRw2NwF!d`)3=Ge&n6rDpg#z$?MG8$0Ag|I3(n z2rjL1eNq}Pa|-Vzn7)hc$-6R(R@2O!yyYJm@j=pDmAF@*Z#C3!4}I^!&DqwK zV=?DbZO))seOKVa^-K->6ES=P`EQ0pGWcg#-DWFK8~lBZJXzba-|hcn`n_825sy9~ zp_lqLB%vLA=rR~h4VEv{z6V(gc!m;=n2TnY>LbWZC%<^Aq- zJJ!$CNNjDkUkX;@T98@+izPVuxcORQ?;GN5WwGoitQ|&&JB_nY>$1@J8t2~Sw=2b} zD+)%>DW173-JVX3y?U0hUKFQRv0(@Pf3Fdf8~g>9!Qe(c|^;Ck<6w%rYbgX!^zac?tAZ9cG_=Z>ZOF!JS!cQ~x4i=)XkoZRGP_)2ec zKCabPvbXX67=I@-Z6$cTOX@;q{f?hhW5F#fKTkZUXUq@j-4Zi~TjSosqX|$*g}dYh z%&w->Md9lDWcTDFBG5@t-wek*QJq7xk8r1|btPFPK4jmVM{7=^tF$Ns?Nlha10#}I zELVgbgLlhoW{>q!uCEWT*^mMCGb_!T~6L^ zSbvGDuCna#hS7&%V^>i=&m0X@8m{?w$ahC`*X_CL0HgfG?RKl8jh#YpRM zH+yT6p>m&Cou{U$xpApW6v4JEdtHA zFz!3++hf?U94~L=A@4%`e13O249ggMrWrpJgU@7{Z8ZOvUGn@QI|9yS^TVKdgx7PQ z^-+?iI%*B*CVy-8B9w&G-(<^bbvtQx!*~xot6|B%u3`4$J=q!9(@Zy6&GJd5227Jj zbS&+AV&Kcz@duXdG5Y?rJe9RmkN9@%okpJG{I4F4RHAoJIwj}jY2reEUe!~NEX02mizaM4-4$T6Eq&mc_EYV$b2i!4 zF2U)$S?5pudchi!3L2~6RTjoqvp_OqoB^>neRpHKYrS`D!6((7Mt_<*8KojzHPLlU{Oy@ zu3c~yQqPsg8&C^Bv)emoTr052VSJ`L->@YAdMe80;iR z_PCr3jmj)`t*`4@{$QxgzvD^=Vj| zEU$`#c{bb&)`!#obXI*7COL!9-Ds0ArWb^lk@hjMa2HFA(65&E*)?<$ZY|(XCFq{J zWB(XqG^>71uGHgO!Ad2eahvx`iP$AbcRugf1(!XdRcW#6514%e$8He3Uh9uw-cR(I zBc4`;z)`LguHr%YY?&;CJ?Yy7H;41>R5=-n^8+DW9&56r;6g0Or-0mVxsZ%c@U&zI zN)7AmSv?jusmhX-z9(*7&o`Ul(1oO|f!%qgQwlGi5cPki{Uh``j6WTr&xvNs{<`0> z;X+t;_WNrrnGe~2#FC4lHiWHG>#L-{rW*TY)_>nh`wf|o#JiLEUR(3!p4>Wf9fopW+G5d zY7Q}8_IEvt2d{`)IqO~3DBVQD+#i|`l}W64saB2kzKkVvYGfF_KE=lB?_PU zUyH$Xe4D&i^TitU`kHT?XwBN-`r#0G=PDw(^mbYY`;zHT@4STBSFq4-wr@m|%W?il zJ-@=yW+L0mJZYM_O7X|!HGdHf)2y(0_OcI4^E@Lb%x1x)FD+Ad<{`Zf#k^Ji?n|mE zB<%~?z1}~WUB1=-Sk}v()kbD~Uu+t0l|2K8U-9=_(CEd7eq)I(SiME;xrvn7OP?&X zsrGjdwx*U&o^?#OuB8#z+p9O_b_*0fPbH3LVXc`JFJsS^CuCaD+?b+p0~;H4oSac>uaDGE8pq6u88+4W;|-V zcWC^RSaZ2|x6yx-mF@z*aE$R%%QttU+d#JmpFUIjqhWdq%>RRLs`d@p=kM8H za5u@P=+(I(;vGe%jV!g?T+h<#C0eZz11^R`MK&qIcB@%n3GSyt$q97*TmK2TIf%Dr z)vnC?*#~?vx!%IhgJ64^IFx&7okjRk?7E1rWk2opWVr!uHLOdIh}x&QtchOH#iTO`e%|W*9*KqVV`Z zn_bX)kvs=t>d{`ErAHyLyd2-_1jp26P6pT9bxR$v)&3d%{!85do2c6x9;4d z^-5OFQ=TiybuLtsCp1}>lL4&-i(DwaKI-R}r2k6PbSq3mRk#<5d z=W3H1`c@wLG3(9|pH}KM8XhfpMl*N}=im3>WNR&3K>SM*Tw|;eQ0hVFX*B;8r!Ld` zW`9j$jZfe_l2^TMwoPKp6v&-nhJP{pdlp_RitgY!#c}r^NMvu>Q!LyTcW=b%w!En# z2Gu6PdeJWNXr`8z88JJ)hZe-OF{D3`Of~$x*@zeG_aV#N29d|Drc0pFj-~&?#_w_A zK$cr8M(x41Qshki?0aZ3frJm4B@rigoc<-jTlkXC0IOk9+p7!tUtN|+g`dJk_zC-F z(BM!OP86zcgygkttY2!iZ4(ueUpo6pKf{mQr$~OBhuG#BRvpNGkBS>}AeNKgqxAWR z?GE=V#zhe**}^h{;3)YF?p zqAz*dFtR-1YGbMKz9vO;_%;xcp2yi_%wNC`3Z0d}kwE zYT(d6qVE*CRIp|o&(F3S>k59hlC2VhtMTE7SnM}G^{To4!u^|AGk3jG)AKz19SrG( z_>>wquZjgTt)wN$m&!Rul6{(1t+lyQ#Q2e1|6s;y>%y%hZ$j2#=C5u3)L>W)-CwK& zE#Za(1I4q=-hiB^h^Qkl?Nd0{Gh?#?y$b7l73L+MSTC{R zINV59-EFK}pN{upUOtQFGhj#PCuia%m^P8uj5J1`=500ac_Lc!CtM4Y(Xf1-rN1TH zcxdJc-zxqX&Xt7L)A*75t?$#UD-OQOcU>GQL7B)PCQV{>c#EH5&p7WJ=s?1f|QpcH3=U6_@eTM%QO1}X*P}jUd|G03x4NrVS86N zCy=C@UO$Mq>%CVW(kqQ~IX%0Oa4X9%qv_{HPZjy%dX&c8JM`&5tI}e{U@Tn-?|w#q z9}9oO`5!R2D8z2UqIv%M|GjKo_1wzi&bH3Z()t?~c+XW!3HCoy->;!o1ro!>%QoJd z44aem>BoP6)GPNUQZwgqocs(jKf89y71mFBS2I^lUtQSsKP~^m-0U~I7%$56xTB4_ z4KI_WH+OH72Xq%~${06KsYkN%F=Wfr*X-`gsq6Y?8IJekMXv7TT*gMpq;L~tpD*ym z!v4!{>yO3Sb1-@d-_M!m@wnd3b;vb--h!2vlCvmgTq;_XC-)3GOoKr??A?sN9~NBG z--;`rU`rofuoOGKWW!6uzeZ$z!^l6IIVXFrCDZ%l{m}p8^~rtv$9efDnAb=&tWJkV zFsL5xkAh^*gD0=$FqZ8F(=+v%3di@Lk<1fq^~x!z)ey_-w4Ofe%sIfgIlKG;Z7TD- zDSls0s}qfQBcHjzDzHDiQ?>aWR|Zdt+qc4Iu6O={$4vhvZ^l)uaJ><(qVrbLEj8wk z;%ZSc=6uSdt~1M9CyI$7Il-SQ$hYvVyTsvrth)-o8nMa)uBMJ>$>(`xb|19li9hqb zxtLtv`gH=Vx?t)=SXKRV61Wvz_xSHvvbHhXt#td5rM{!@uPieV+LLLpSL@v0XbFvK zFnR!ocGCPwoT?9(zO;IZ-Fs=%01u9U_s_5x>a~tWOy0tx(7C_}H)u5zS`V|!6&gpR8?LXnkcp{hNe2$FKz3Yw)yAG(D0{r_uZ-7R(dvbH%{R#HN$6vtLtN2yB5L77Hr-G63@GWJWsUx*SpKa>o>)Z9sDeJ8Xx7qsSTByQU~#n?B81o zqwL)-p?B_Iwh=FzvTthjoFwL+z%IwZVkur#gVS|hUrVy5#gUhdHxu_8l5;IP6Z*icd&F>o|2u(-@x@5t#06JLt!w4oS(AnFnZ0?KKC=vBxN#WB{RyYIR2mcYKT~O zK{3~&uZjfUYx}Y}55?T^g<-JV%sRpq;H;(rasPx zFg}RXFS6|<5$+z^R)kDNa+cva73p-T_J7gtNgmtBtT}}_8v;G?F;#4miR5T(m_W{M zPg0OwHf-O*61CZ*t@&Ow*5xEl zzUV{vRGvIf=HsW4B2VwPi$?ujFXhx~?rB^`!l~lx!T2!UV0&}rlMYd?{46!#k`U_*JoH2{vbp0n_Ud8#?ZclcQvNr zJlwbr8kf_d7q;aY{|nGc?#az&IMH}Tc*K72Or5v)a5B&0ma}YiJ$vE9gYd1yely9C zU1?8>fVJS3Y=IxqIA?H&vD93)EG71(^3Y|x=qY1tjz(`UC^^(CY_n z_UF|TA)LId*VC-Hd2WI5d^YNAzC5u{2ET!3*+{2vaes#vGkE=PxN|Ku7xVIVP@|EIF*KUiH%OqzkYIRl+%jP)=z`EnNXnxDLKEWHn8 zp=o>~`xk4lc+L^eHg|Ra9p?QT#JmqkP#jCM(|0jGbRp|WqT;=@EvNSgSalXD$I$va zGIeIfd&yoEzfa){$q4;CHat$#MqWRN$IdcR9~h*H>jK}|>2#JTZ~(?l^7>UQ+5iJ? zqruT6xeK$}i85vIJ7;rS=zks=Mzj9CZ2uWH99SS%88$3Kx5^^+Gf=sW-4^-(a#}o0 ziqx5X7GIN5Z8r^?;`a2RB`e`?g1`DujHTI0Q3fxbN)Qau| zp))WzIZaYw?reDG8RuO*s|_0@vR`SW)^se2Ey?zflgZ<>+9Ou9DnROWVKaQUgV@$4_HqW4?ZC8iC!7P_Ss)C7f0?A+5XkHIU7DLUM8>4 zUF81Cdi6U*7qj0Pdd`PUs!X-;`g~lwmA4&EuW#6L68+zx+n+oowT*W|Yz_o3E?A#Z ztE~YZ?6f{K@$PA&!UlF&Ox~O$T#w7oYx9EWH-P?|%w33Q?cv?2r``&evm3c6gcpb# zGxbSEoC+AQpS9&A-*>Tkci#Gy8LH`XzV%?1^31EtPCj+VDTfh>qDAvvA8vh9m*$?x8nrY2Fcg_iS=9T}jrV@R@4P?yQ=V4ab-@*=dr^e5zP-npcjb>2a{_LGt79{Xz09 z)#D5@T#n7PNISJ)^{OhaUJcjRNU@Wrd@Q2;K;jR~lbrzBEtv|y*|U)R>7~rn6O)c2 zc`|-h16S|}d{#ZMsFZ`%JUHr|aLZ(9$x@XWp9%5S1qDy6QV^%Z7(*z9$@dK(^v?N`(2P5yT_ zb~O_rj^eG&tsaHNh-BaCi|0@4`y&bdv`*xSTM^Q?gu_a9xCz2X7-<21tfYO$yq7-z zLH0h3S-^Vt8s$V@n0s~0aB2x$cbMZt2u_AUvgpkh%?J9*YMClV2OFucd52oPPSdw8 zer9)D?#vy)uK&R3eW(><{RyN#$9nXazouZ`;9b^CNpT1I=nqek(|yC(Q;0~=hf`}e8770gfVXBdrNTV z52NOUeIe2fW5euIo$j6F-p|gFt6{Ozs#JzH`E0ybo8PT58+lGLyw-)lBJ!>A>I~RS z#I#!4r><4<0X##~W-L?0Tz43?q=?m$L=Ry~L)Oop%Tq9?H3r{e#O%w@)kP{*rT*3e zt&{U}A3w`_yTs^a&G`~?USQbuG?Wyr~_kn9v)ypxRZIg>wteA(5U z-Fi8_pZmP8nY)8k?PYQd#?Uc%(*bjeiv>A%@i1#0LZ*S3RgBIRNuOtaD}{Nr))^JH2jW9%#lZ!EC>C=%=wGkzE8 zpT_d4cykD3tFX^n+^vqCw`;xFoO!17qIi_NA!{%+JBbe9?_u2{-1r=0zQD@l<15LI zZP@67g7}}Od0$zrt61A}UieU~&H3|bR`T+CWRFMk#I5kk0oH&)W}AZjCt-Z9CX>N) zvljP5I9%H(*7Re8E67`&&ZThjX?<2N%mA19W_qzC;yah*#fiJMn5?n}q=C*w5 zPMRD6vGdubm(eED`VX285_^xN%Q9CxON`l$rzfj?t|4+~{VQ@0#faQdUu2#Op;Vt| zr5a*6Xp|8N|210tC?_|5BGboKuuiTojxryMgGos}w z5L!>dZ?Uw7^{+o~JY7t^m2SU@^)vC|WVT;nleZ@V6;>GB)oZ!q`&e=e-R-cz;AF5CHDP44QqjguNwlcD$^)IMY5cX9Nz z0&C`3>0qzr>3s)Q>cMVjc<)?{|4)3&Cxp6YIETy?as3P0=Pb;JSTPm0i}CCg@1)-E zB#gWW8W;1KHFR1)$}_y5XXlNv_f6a`N2*6~GCL$v75)==h#58Lnwx6t90a?;Hqa@7dLKTLi<`WeHd&1;>)RDJj=VuF`UzUYw)Hfe`^A#Jd0aoq`&dBGFx?Jr_>A2 z9oaSJOpS&K1#;gG-%muS?5q5kHRkb_2Jowh#qZ(NYGd?c_vAZXW+g8J`Y;{(h{HtS-Ani4SRX0GX0cC>0}5AaQoCe2=wf9&0pRc4W`2%DtV&SYM<(rS<^+N>@=c{P=opC|7e{pPdeJRY&# z70GIIzhh0?M9!R?A7ZYbS?4@D91rhQk}pTYtD&?77jEW>o%!2ly6ogdb-dS%F0Yz< z1C5uthPZ&1x6*1g>+iy)LD0({wW8S97-x=x#ns-)eYIh%u#cS%#rg8Mv6!YeU}Mhe ze8A#oVP7(KtzpB;B9g0+Px2 zpR)_et~ou3mXvuZ^rV1}}HfDks-Rv(5*QoWXv-LGU@T`2xRlmgXb<&u7!*D*u=U z!_AS5NcDKiRPV2a`ay6ymi!lseyzp2U8Fsl?nja`nTgBbe0e&jn&uAn|C5ymv;4d4 z@El3s=A|uItu{=rHBu_5UPG>7r1%XwsWo_@R`;{&Qe)1?+I2?#+1TY+KX;&qu)#}^ zIbIa4DUw}{A=zR7n)PzJuUqgX8R5t9oSeK)9{rU#(itmccRJR@Vl6-w;SaO@(;z7a^l^W*!d*y`%Itl(D_WCFW9ZJ*Y6i$lQ;5i-xZ*6 zBQ#ozGZmnf-FM$<|Crw|v(M%DF<0a{N8e=C$M z?Ema%-UjW_=KV!H&k5QqjQ66JRSV*L@`j&i<{wz^U4D>S5wS=oa+Nps)?F{8L!|QpYx4tteWlUbRL=N!l)iZ8sP0x zh@L5itYo#(WZIw9$pLZ^BtC+}E>R>qEPpjh?!^9H@L4$f{~O`XNp#P-m%e(;fOBaU zI@xTA@X6(uT537F@Hj^F!_7SJo@<<6Ff6(DdhpVpNShkTIg6ZUx?^E*rWOr-9RstL z{Ou!HWT)@7`fXvS4p^G1!M*7BJS>Xg(?X-)0mbA+m}bQ6)NY0u=Rt0$$aJ4qCXsF= zR=mr;t4Y=rPkVa(O(thmp4Vly=Sp)TC z=B&hDZe*9_B*{tsd9XN+@68k)cC+qlyfhWIPlNt=9yJKYm0feR^m8;WUMF6Dr&WE| zEN}a|oD{>zTA8=yQ%5;^JVoCPV!^4jxXb#`)SP+hx{>ES1*e}$ybMa`z`2h3KWF1N zU|f<6>M;NJ!IuX5Zim`B z3~x*N%6#Vw-dK(Quc7BLeB?f?8teU3viwG?N_46Tful&XKL%9iaeJYEusM4|?nUjt z6OVEiejJT&ghp@v*Ao&uap786Jdf4M%GU>OAJgzG-ZK(c#=C~S7GqQYc@0)p#KY_t z{7IYCH%k_w+l`kU;;CzQr}*CsA96~(k87pf^n1q7WYM1>`ef(snP#tN^nB{82mP$x zo9J>g?I!3wPwSTAUhW)q)^9pawd56}ppv?^Kht6}qFA1zvwAldngTlqV~XDVD?VX+HX`4N2kT%69m`$2l<{%R?#PKBpW zX;_Z#+3&FlGg|YX{w%zU7Vr9*8jnLDd^_7V5Nnc2H`QmW@Vfde*F)PeSTLDIXMbi+g6G~-DL5wE*&aIAqsd_Y)Er|5m~9bm=4nf=j8fa65WD0=_;+4yN%wKa zItB;&uxRpa-+-w(2lgu2Z!`XJxcVLcI$k8}*xV^xep@AR(&^K z&4zi_nVbOmhc&a?ye!7ep-FjTWN-W@w9B2kN4)+OuNux*UV-&EvrjI#I{A<7Uc|EQ zt|gwum*kikg`;^^_@+6&Azg1)98Q8StrD%_|G81K({4~fTt1sNCyF5-@x9L=b~H<@ zgUt&p&F7LC!3M17v>OQv0iM+CyezJbw!ny;kD`MO`TAYYG zr_kvvqc0ajwtA-_+g>jEl*i|9jo$_5KPA-;^Yo-i&b}vC<7Hm`|J)z<>-(%1pcdVJ|Dk%Gy^5pX5g7{lOyQNyDw(vwce5MdjIu(ObSv`3G_mXYAxc7lM`$9L-F6T;a=N&l_ zkrQKm&0n2u`tg^X1)dA>eD>dCWvPuld7fTgk1b|>ktDPE-*q^e>!oD*{7M{qmL7B1 zCUq|F*W*XFx`6C2l8^qdEj8c}ypKE;r#8W@{TO%fK+#&RsMUOk+)!0lAY4;4t z4#mb*;>*K4S10i+=2?hgkC^u})<2)D zkMg3N41G=C)Z0sj;7a;E2i>3X=U+b4n7q4alx)Md(Yd4Oe1;ZVjr5>)sb>7EIGv2# zyGfpm(}zIrSu8up7*}Zb7q2-$gg=Bw*TRE5L5LqeVAd_5d1{E{D!^9l6D1z z7rO?(%}n2DJ(JcK6-1zWF#39$PKRPW{HV@$TOf5i`z;ntp2O^AB2k_YJW94yHt0Zt zYw;~7qi)gTLoxXa@oI0ub#JbJ!tR~kzY1olj`J-KNG9OPG`|IVQ?!;3;aE=e4aT#jt`JiF={?>s-`od~F}Z_A8u3mZkj$H@V!uCK z#uR*}dWA=()=mYjbnujrdQmaRya`n9>@zXn5cBI8#6 zlsxyl-3R^8ybp^b6Y;4c4Qun8JT)F>%&SRO38QN8g}-TY89ZBSHI2MotSEii?Hn_Y z6t$beKc53WG0R3Rb^?v47Ebj~;Ej*3Zm2`Ijng zsl%DiuuDXMw`jCejO=NRuK~eiDE^hTnnBKSj~hq)eWh!)aK^ zXytibV`D5b!_Nh)>TV2~PR`^4{|Scb3zwAP9^$!0JXT7xlmyld}YF)Y*NI68l0 z-AIP%Rpe>U=W2{$gwE|W@^O)RE-fZOEEEYTx_qG>A@?s>a4gCXHaxl9;$5WCk=@v2RCmQCy*0my4 zDu^Vvz|~NHvLHVE%);4&U4-=~nQt=2--?OJZS)IC&Lw4b)V_{usb_N&r0aV9W-}DR z@q4g-2igA+>yi_$E>F$p>ald$AL7Y3{;RmrmJHdQHJfZ3Vf&&;Rfv{3W0m&rV0P~Q z1kanq!TsrfGo&Z8$Q5)gLxxV?zXxL3Z+*5kFxS(mTC*2QuN%E2KiB~M@7VKXvt;k= zQ_!d*Dhz;oDna$3-QPUy|DWaNp5i^Yco;OYpKTl*l2IvDB73k*4_KAPfZx4W&g^xq zVad{wa}A5xE4#~fL+W3#?0lZQLPYP(I_DcTr^dHg!7gIKP1@&_@tfpq;+<5{x&!Ch zXnDBzA0qPrmdO6)&ald}*5~Qh8oJ5JpK5enN$?!+_>ctIQ=iX8-|N$ml*Qn`(R#5C zZn>_yji)a$+YShBwL<2)cDXp5JN{j1xzswCCy?uKq=~UFqSG{N4zl0@qT%VVhPT`?*b<-{3HmZ9ihG??`kVuYLexrP*YttJXVRom>TtU1mIqR;_$J z#EO5g^4B8EN&IrJ_)ypDf8kVn@;4;kvDTo}=KdV!Q_b@_o>gLvBmDJ)81Wap57zPs z===z|>To%fRjZ42xywJ61dUl>5Ly3Yj~B$(e~eR;bQhDYmX+mbe97IMAMj!nA4*Na z={%+(v<7(Rs{%IXxk~Qer~X!PZRdEkruFJJNH*~Oix`&rQH$~5O7A2Sb9UGtrp*$( zSZ@UwN1o(!SY3eL9kgG@OApqnJ1%_dtB5%C7fz%W;|aWSq|vV7kpo#gyODp?;|J^W z@#L%I@9)T64Z0sg;5YL;N|GV)&u*R0xU$t4$+AC4yJQ=BT7+#v_SVpu53j~>8cp6G zSoc%>X`$uI{IY|XlZ+4_8SQRkuAt`_{8=Vme@~t~HMs}Q<;?yqiIXGn9NfAVszr>v zk&pjG!q>1T`H@!O%tG@&50zhW{~GK{4b_~9Ob*4v*f+WO*N8{^i}k5elKdJucbuJ| z|B^Aa=&mFCJhp$9%^LHBI+4R%_QpUx$13apUCla89Ys;z!v5dm@=Cv0QKMZy@hWtdOkBIfrvUnZ75_(Z(wQ zv$|ryYcTqs7O6Ti0DlItel4@65?nsp*TAxodOX5zsiV<=1->G~_qebRc8$fb_7Lv` z@0!Lt${3Bc%|5G~(92HrW`+hZQhaKY3=;$X5$1&Vlqj91lwJ z*Uyb`xIRC!*8cSDVw4FyEKjqxvvEgKTqXiN&X#j9za0Dy5^H;~S+bFrz=b^|Z^9#1 zX;YLw)8YNGmEa*W9B;(Ojg@P=IR&xeKQe6Kd&w1AnkU_kJB5u_0S|MABzb~b7%e9Y zcS0-I$o+`#7x2A2he{2# zQ`z_wG2jULWEaWxkk6i<%etJ!1$67o; z=dLa_|3-|iWz06b`ybaV4;l9;%sqy5*&i^FE%M~#9&N5M!vW;&#zRKJE172ArN_Hk zj}dwE%yTLxwPKZ>uJro*PHpZ)pZ=mjs)oG?zvR^`YlV4@bh+NVgg5lY$1e1F-0Q3T zU7b8nVE;cn{y^BbV$tm1YN>B6SGbE{Tg>Xd+ZbE5zYWV$fA%vt=8VbJqD3lv4Ht>F zl646t_r~YRMmSHK>CoIl>Yd(cLbmZVJcr-CYLpT%f0&JP4s?L8Qn-Dn5eJz01igpy zoY|P##d?rzFxy1GCVE$8xh{Hb^~%L&I)KC%`Rhu)Pzwvjk$9QWt~UM%t-i#!3$bnw zRJ!BnaIxte*#FPZ*yUP!=e+jK5V#&2Hu1G@@nA9xKIaiR^HH5|4ma{+G`ZJUPqBJ4 zQZC1%%ytgVma^E1B)rdj9~dKYd;x(4Y+IcFe`EAqNhF(Cu4J>K4=WfWcRc6e*G#j& zZT){4D@)*SHQKzuey91r17;jfIE6!wz$inCs>@A_a}Cu1%YH!nBWscc*uDwlY7DN7{p)eiW5 zt8MC3q>jcw>u%1S?=nixW$bVC?9(enmRk6~lE#0CsBg2ukv#1*KA9S7FOzl*nNta_ zib#-3u#fZbc^JEiMJ~bnHvXEa%`kEmV(YK<>jk-A#fkB-DbAzvYn2ldPGvZ*TP6>#qo%^GNdzR-|6Z@feZS>|HESU_-~GWyGWKh_JbgD zgZ1}%*4jbx{pof;2_7Z=HCBy(*dVcby}x((dYPmz@{-=hN>zMUffQ`z(a7T?L*??dcZ_@~nS^{#=+kvBQY*0A}jY<#+Tijk?QD~lFTt0|t& z(7F{ZlU?_EZ6`yv5IpKZJD*!q>u9sq$(YpAoUgO%FLdb6L+>KlL1N@_dj6u_N>Q*3 z9beJoNpt2?{ZKM}#&1(aA{D}KH)}=6q{`uM{32Op^4vKYqf#q9yH~QeF!?$kpj|T& za(@yHqsa#_dl_E+aKDKeo*>8F{By4rYo8Hn@rTFw@;cW%|HGFD_~KRUco9451#Q*zf_Au0L6z|?6cTStkgYl8BPO7+0nPucy z?@WGtKF(!#W@Ry;s7SNToRj(2>98$>Wnpzb71!nEZCGs_9T(6#dF1kRKNU@rSF8(L zpGwmQ$atLht|a3FQ2mK#4&&Q%eYYpmMi`93s^fWP_BCc-R(qaW3L@KZxP%DufSI1h z_D-xFey#x zOdqjN_HF(_|D2bd&%=_7sG>Qh!!}jM&w|J@EBVb{xd6-lW9^Eh+Cj#_#;vILdKNx| zCtN_*udr~v{|aNoZKO!0%2P=>7t2C!)ZZI-d{57>LQmc7{ZY;#q%Ds>|1SNNM# zipgyGIvyt{VK4FTNLQtk*!vQU{sNY#i2xIE_-VSg!JSfcN~ML~;$m_H^fpTFMSO@Y zpTPM!ktZ1z`s%k?^ty__Kj>;ZJ2jre-%CZJWX7Jvk4lL|qqN_T6-pW9C{kr_{cL<5 zX+4_Y)k5a^hCiP~$9MTz8UUeSnkH&R4;suA7u27Voxgl)P%(6W?IkEPs6RD>x1KQ z;03c@jLjwBIK(=UDn`ecDcKz7u-9EipUt}2%QzDv<6+Q)hplzxG!zEyFyKG0T!UlD zPnV}>#du$G8$E|-`-`r*{{4cUb$QGxD4b8a8?|p|lnN|0S&P)n%_qKIV&5LGPtfWC z9`PC7C-H=bFr~Ti3c>eRy1zlUoPexqtlA{*DoW+dZUZd}iI8R3b0G`#BY!IM{K5vQ zg!>N7D$;i=D||VD)$Ob)-=ZB`1Yv?dzt^*(D*u$p(>td7w=+nok6SQ zoV%VSHi;_@t(RBumGiV}D~^884_@^8N?PRkR%%6lWvuVumAiG9vg;*~*oJTSv&&qJ z`IE2DD2N%^4PTKB4&>jhN%)57lY1nevcY)ceIrIzhktE2eCFqFuQhdz^#?E8k2jU1 z#VVL=G28KU`@~B4J%*e`gRy4p#FKJY>P`s!u2r%d?2i@8_;IRKWj#JsJb2D1$styS zY`f|BI1Ao@Rd=w^>!i-p!|aV&uWxcYmf%^pc`X?*4&jUY8|hG2lFzVd4Ib0Q@82N! z1YPbVb53O*ZY8gz{WpG&Aj=A)T;>XSh}HLMk{-h*bNT(h;@2REoIb?C}&U_b{A?KJgM;ZMRm{x&%PKD3s2Pfh1xvbffBwTv8X7Y`9dBiQ^;J>sC&mP2*+SaL2_}$TKiJ8exvyMDB;l&A9FkQ>6i8o^80OO>R z<^d4vi)Y!({unDiE)rD7#w&PJP5qODIkkjdz_J-wbpfOj#fR(FpXdBetLkPgOaH@- z5#(FK;WxcMp=+v09B!;+Sbq+R4{K9eY)o~d`^2NF7?NjcTiK#F?Gkr-i93^VZ&QJd za~gXDFYiE;bn8a`MXFDz4UH-F%+>h(F%Oa;tG_4&7%Lc+w59{ZH(9 zpA5OhU;yCMA~yWPcxW6hM)cH2aaN-XgbNk+4A zo`=4tMb?(mVqK~yd<>JmEOay7^8C9UU+Sw@&PLTBa|^aR&RnA*)Z2{N_jjBaF&AE` zI<H}dql`i^0hR8DGS#V94}<+|@c z|J{%2Vdf96RR&?yza%?XZ2424^GQ|-uBp}C1TKGy#>wvAf{pizmD98vMx$BcIn|-c<+Wn;Y(fa!d&K?A}vtV>LjqedNj@Pd%oCo7xBNk1iq%X0wC&Zs%=U2(m z4hvrL`XKVOV82Oxe<3Z_KyX2UZ!a=(cH*XL(KGNJN4I#wQf=!Rt32#0Sq&PpX0G~& zL+}JGe%B*AdNzn$<@oF^-u)C~lC^9;mb4JXU)8Fe*^V&I8~z_epVYJY*~}-2LBE*s z52(~*-5b4oj_aK4C9DanoM+1pvg|caO~l`{A7zb6Ui22YH5~)$h+sDwtDzCL!!mp6 zFT$$wEPJHrl6#|v(=Jc=mTLDbTpRM+TY2zWe;J?ic8lj8Vyoav0q9Ge>H2=gj|jwr*vGN=3A<*rz7hlB+l;HuCJY zviLld4F6&NTdejK^g4r|h& zdg1&mHts^sUrDXItS%(zG8QrM6xTy8VOesXB71UcZp_7Tj4);@oY?iSysJ zm=EPMuxBFcl`pswh-a-gYFjaN4BJkycI;)ZYe?Ucw;aoBvhUzZv8V$H>a%7IE&hjb z*$KZJ3!XF5|FHK=tXd4!>>92HvHq|)ntoI0dAXQ1RnMGKNR93KzDu%yGBNkyg|B+| zM7Ej5ii6PZyJhjP zHOXs=Gr7zBqR83{8$ZUICQyEcpU=}`H-2X~R8o!SOC!%9)p^EmET-K}r+m)1R0J(SyY~FAC|zEm z$rU2j!!+x{8aG+LaxU{ytp{P$-J*2&f+%vd$nYzkRO9!znmPN?TUpU^j_d=or@F;H ztY3k%x3Wq{@;rsHFOvLUyc`U_>shCU7;%YqsdmyG-m6veD4Yt7 zH+gcZCO_xBRd71iOd}vx6TkldH2NQ2uZf30>y!IlyRdlP4? zw>xPw1)7I=|6!g!3PzujJg11d(CaFC%*Oaay!&j|ELZcGBSfh8+2cSmrP|q#Jh215 zm7x9GSXJ0~i(x*62i}9Bn;|%#^ttQY7D|oaznEQy_`8Ww`{VXlSU+O?6U{di%Kv}9 z;xjnrNyBK!Z=`E0-ZUNao8!Wd_;?Q+^`~Q=f9E|$z;s1B`XYXPSawq#w>fEJf z@>w*Qqwhj?7@_SneW%m85=<|q!46X0&h|Nd)m+cPW|@X_>%7{z0PWA&VucYeFhWu9 zJ_f_%>39xr`VXt$6$NuDpaNgYU69->$upQi`af>;>g2ykY{=8<-F#sb?<&cIlW%5$ z_j9(Pr~j{Hxt!YA1?MSR)FWp}@h4|z3iIhs^e94yQlfBjdkrGVa;T@y(PlRMTHGsb zq>)hB$zwK&1y91DH@~CbwvDqF4*5n2{p!`#R! zEyy*E{Evx}*U;^2Y^;VEW5k_QQN2fWew$Yg!=KzuJR6%2piOEheox-Ru|9RoPbOm( zbCuICwNGXjMDxS>a(3y?!1HriZvoV^_p`nKQd_A!AGnL83yc_V{@j)OO~yH2tk~>( zz4w#feU-mnCH)%c<&#!-UYXOssq(Xw7hVLftJ&pVx*kTh$H|sEOIz@z1K(}=ib^9%v)vr2iFLYuXTo(PsXijx`+RE!1S)I&Fm-_;nt>$dB6sk z&Eo;dmbsO`_>!%Bkb*Fw3XSO>}>fPaKCA>)7T^+{_-A#IS0( znJQ-o(R2V`cpK7(vSBawI2)45s9BcnOOrYGB`dRKp4Qw)hLL2+>6u3$y4uL+^Osbk z+@}3t616hoM=+Ytp2T_1|N1TjFO?}oKNT%gt@#n_>N$X8)xRLy~`nsM@U*cUK+D;QC z%CYiYJg^pzebV@^K&_3>$T=nU3M}8li%!0)_^+_hQ-v#4ou@%Lcbxx%Ug{7g<8pJh z-r@Bd%yB92P6dd%82J{S7af5WGq{!CdiGf^bL$Z;h`O2@gtpogU4Qo zP9w!VqWdwdzN8=;G}dMWq}z%-bz$*%ftNPHwF<`klNT2gd$;NL3SY>+zTzyB+Mhqs zvj~q~#pW;geTyDBgIEbuFM`pTyk-hZPtk7(9%Nr`eF#lv+iFnAIg}-k$m*~^)@B#q z2H59m?{-*kW$C}kxDN;NwD~TPXM>gaXgtX&=Mm7@%)>gt<Y4GVk+jT1z?M`)Ox0cSvDo}Y~|XeJGk@#JLqCvW~kIMUrrW%M}O zY^h0H95-?`S&G+G<>BSM_p12Z&HK4Wo&EA{eNAHFLs&FtQuCay9e$1B71>2t%qu_W zd#^ZmmTRaynORJ`Rd763G^>FJTeZ8G)XBp2CI-}^Q%Qf_j%h(BQFfJC+lslb;#x}_ zuVcJ3@iDpYOY4!!3aLGntSsMRco3Q|IwXhdZhn<4&wKFt5mI)C&Mw^jgRkC9!()*i;*Dr_iv$B&P7fl^$#rdFu9W{BYV8!i?4Y#ryz=npwGE- z$~u+$vRNx`^2$ZVNItE(q{x}>MAp9I?ho(`LPf25?}>JU%v1&51Fb{Tv`n?`R0M3T ze_d>Ngg-w>o3*^;cu}Mi92dZQ3v1Tnx49pgirRlbueN?GV3NIvb#U%N?8zsp+>IRQ z_aiuc5u2}KyH;d;gXP}vyA~duB!-;BUgf+tk)%0)lByV~u6zlpQdP8yXwn6@=Cezx zl%7nFy_h$j^_GghO-Xta44!8DTvtsd??N&y}82V*rR!{Hd>H89%8^6v;mK*d*{gg|2;Y4HQj(IX0 zXJ7u&@GVNFM~w8489#+-SoQ$RWEa^fkPX+z^7ayBDX!no{(3?r{R)o@&7JyF6Z_y z*86+h%nrO%PEM7UJK+U3+S_sr7IY#EzTWhyeIJ^8AA*4#}YK@qgQs7CGSIV z_$K2bxW-n+HGc@Ego3XKopI_j{CbG%?F81#XP4h-(HqMeL2nIB&Vp5*x}}oLgY;Yr z-BdpKhgbbWo_@Hr4@Vvq@#;YJzOcs(4|uITTP9oU8_<~m z^NFnYD1;~TvRpGKJMTx(xD{@F{Qt1uSy>+=N9x1o9%1UoRU+M5(jAC7bwsy&3oMiB zg732P4)f=eWh$C3WP^8&lS(zo#Fq0HjmVu(a96SUf!3B(!#P}h$W!s05xLsjE$Fj^ z_ohzHWKl9F=N^E-0?0mRl+KWyL(`6;!F;hSRn#9~@%th54d0sp<%=*YyA-O30B>Qz zP*xpIxA*mWnCIO=*Yk|_n9U*Fq& zB_qu!Hn|0ETe0UA63n;CO%{2w6JP)JM4o~ixWT2H~YWN;|P9 zY`2TVshOFxKMlyb(&vET{I;W?gN@b%PM1OCGR(UhzXqD~5D{x2Hm%pH9Pdk3^7*iw zf~iw!btSn!V4Ep)S#GUwFNWMJ#+5hYM|61!I{!!0sbl>NKR*cHPB!X?*!su+k#r|uJ5^sBz%{Ehh!T;pglJMy z(P&H=N~lN*nVJ(Rg-Xc~QBs*T%aHzs6rpGok_MDarIezCT;K10zsu!)pZA=z_g?E> z_gecr=j^=}^fvLf8}WAyE8U^jeh_SGKJIE3$~w-}itE9*ABE<3WIYfAdP8nAo%3Yi zCeh_+e4WCwH_&RU9?FoUK1@@$q%l-ed-_ph4uwtLjSu15&xv8*lk`5l-p_U~z@Q^3 zhtR1APd)~cPdJwy|8+>2OytkdwiY%{hsB}%{WSe2O?d*~Lod=EAt`!g3#HQu_RhUlS!|Fg>OT~t)o;ioLs?#nz8=IIzsvCKy)F|5+hDB!p-LR&aO?K>#OuIkF9SqW*hRnK;p@+E=Gz(faKj>2A3yYl{H?; zEuMO3Pq9?0yWZ;W?3qkXo9q&}m5z7wlNqi}P13!_S;|73FgmsWa{Hn#R9)sYV1-t{GL02tlg}HRmq!F8H!Kg!MSYp33k2)$G72= z3|l{uDmllexq~?hcF8#3ffT>sYX_rzM6*)R8Nx@Ct-2Lfw8p+>r1{)9W9fgA$W@i@ zXNW3ujnM4N^XdXpDDfGZD@K5NeMbhsBBv+uaDJ}<Z1HJ!e@Ns@YYXTx_BK2GI3CHUk!}Y-j7Wm9dtxNC%OnwtjyX zUGL^GZ6I3|Uy?)UW>Q=L;bhoZPwRPl&z`0^{@n$k)hzOx@yD3$k`wLVerdh()AGO$SSEK_cv?I*3VLs&V&8&n6m&*x!=w@ms-x`?M1SM=V{krSeAT7 z`CiwJb+Wp(hEZF(>I=Q)ekUsyp2qtx>F|nPvpOyBaW9}n73e%|jI-(Rh52a|EgpgV zpMGWqXWl(dHR^HN|LKZ@Fm$x`d3$++&r|R%);*FexpP`$w0u`P8vm;6t0gvl%_F*D zM`M^JtKcHmf5sTIMdM3gISMClVyVZluNavQaBeZlF2KmYVKq@CNM4ol(0JeI3$Yq3M6_G+caT`|G;G^r^dbz+?vKB5G?DXKcz3M+b`b|Z*4twI4PQHuF}doKjqYzfyz2LQ*gt@yBUpckZ-Lnv z@g94R*Xn!!*3sc`zIh(JwqtNsOg)VSGoZSMUMJ#zdoeR_G-|Wl=}^ypxa*9vo@c%2 z%D&{jj5l<|mETFW9Ae2%lsyi~OVNkznu;^or++bo^Nc(1-5$cnk1?UPSknzwMGNHI z%koQT)r##q8?B3bfzr^p7Qz*H#~k+-*@ZV9R;BQ+w4PrOVT!Ww3$V`m#8{*eU2kHo zFZthoBG)r`d>Y@b?Pq<=%3G=;P@kuVj^xSn%Kdrq2KQ@IU2#91vN9v9Q&#fEQDVyi z-jZj)$=iJk`5Um-qayeKl8)r}SBk1DSn618k_`VML;-u?M{$%}r94F4f`sElj z7B1bz-7z$}(!B8&87IQ{5IibOi+*tEL(+?R>x1UuBD5IEcD>m22eI&1z5nQV_IUl~ zd&P@1-6>}66E*I{lMApdyCI8Vd}=2ihfhQ3Rn@hP@c&37RTm+CWv8OXSOEDK#E8>a zG&P;?;Pc4?uw7)V2JL0~ZO2!t@q|Rl9`JvKo$Au#6I{829nOO1PJLYqi85Ml;(_Pu z?;_f@cR!rx&vitbm$5H-5gyjV&6t(9Oie|x&)hAZ0M~C|mmDC)#PIU8epWA|^_oiB zlM3dcZ}>%W7gppQRn4M1VfPr?$c3*Qpt%6Ir??r5tQ#JJzjWoGpBe3vWtlUb5WJ}4L!h7|p2kVj+5`OM<+d%VTW1J$sE{}g|g3Y1+Q!> zhCi$Cm$7R)+jJBo2jkw0bVz2LR6swO^$rwezhLv;?vbaE{4|pFX7`SI&Rc-2@4cH` zd1CuC%NFG$&*8(fM*5KdpQ4ZCXzK{ycX-1w&^?6hQaLAifwJo{6-wVEbBlucXBRds zf@=k_F*VdqhC?&+Z{F;!*4t0Ce44&lWnBWQy+ok0Fzn7-j>5mp%d;WbS^ODE)Akr} z4wR~iLV3oVe1v(@ow}#Fmrj$#?jmN%J|uA^%&S1h947FJ9(>C;($8>FY|c@~6{HzfPpk^v}r zRqk^vHMf)PCizsd&n)X7zJqZ&j5?YpPiCX1NL&mC<3;}ZY@es5_h^^8_8VFAAbycu zJ0-~bpV3n#YOENY%FQS7=a!;W*4O4;;7yJcHU3^PWG((K#fQ5^q`45P1eFc?*bdv% z_+OrYBv ztk8s1$+y*+Y}r%Wvmkn134@`mn5-9*%!R4B)KuU3esnrLFZQpMKCa^5_p!@D_D!AV z%YFLTedk_hPImoG1+#m0A9Q1n>}A^lp_h5vCh>0v1eRgbVtr)q=1JPM=Go`!u_Vu0 z#6Me;@k~6fPlNAp_9P>o$`bFfNxrq*kKub+d@yc)?eBU1zs65 zjG|#HKJXcvclYxPBb*AUyo%Novb=MRgBE)+!w{DxuVAk(m#WNFOu{L$A8827VMiE9vk(V`{SyvDTWC( z^*X@MLyUO?jn_NB78@?2L7rX}(|>j7Q^-52BVg<(VGR&Om@>I-hVlqyTR#LJ@wO9Dw1aZ zT{YS?;4MXYW>#`_h z7vgnKzFx(s$xPBp{~g4;WS(eD&R3kd*R^Moe4iQe<}legg{vcWIfm@ zJUUP7cdF2f2itdE1a0e~Hua`~R?ZCVQun zVCqyQcj6(Kohp2v&^kFalEE_B8i&&539Y-Ektgzvw$8TEcQT{qy}@_5HXBB_Li-Ip z=6h}Syq=D;^1zJ$WTq*UmfY*57Vtc5-4AE_d_t`Wrmv7IYs;}i8-A`q+a}PCmW47|Lw!1x1ja0 z_Lumy0Oz(~Xc1Noez%Z#Dm<3xJJ~LFWAo9XVDg`wrS&kZn?{%HmOX%fwuSN2|VJo9L3F!X}NC|CSV`k8u8 zHm8qy)MPfuUZ?qHrbgO#b!-OQ>XV@}3r>U0scg`dRg+(BG08q8&&zt~gwxv~-opQH z*<}vPOonK2I2|KuRD#_$eAz*st$d{^hP^HRl%n|?ut|QhaTswdTa7eBcg4mZ#kS-w z&n%JW!CPs61-s9O#5Vn%FZw5DCu8kA=jY;X_O9nC%g@F-%zW9Nys70d3tpWt_DmdK zZKSbg%I3Je9*UWFDr3WOMw}^nG-c^hEOmwmT^|Exu~44hY;fjwQE-bfPhyL6*mnxw z&bz^4B3M&Q_?VxSfyIfK+nhZfheRsW<(*De#pK!G0Ql@Cdl9@C$cE{)DwKYv$9Q~P zz%t1#Tb?Y}>SZ9witx1C=$2iC9buk&AD!7WvtaTMW^GC;U|s^dbF>{omsI}E?xfxH zyWaQ@nO%RQN2*wViDljROHrQ}i%EHE`2?(!Id=>W-T=wpXqET*Q+WP0bo~HVsyg?o z$S{=sPVsXfi}u3gqxAbX&UYr=c)A~D{8YzC7Tt&R{0SU3;@r_>Ne1=CSn^|mzB75~ zHLhp@!6~d&%fHdu&7<9=u1p@xLs)A&OmElESg~#|-S%ULyq_rr&+JC%0i|u&-CE>5 zh6TcjtKj#esDHU0F46BrG~L5@GxPnxCaIV(07^k&I?g9n*QaGFJ&nifiM-(!*CrRn zIR7iSi_6NV&s~u>40U0DAM^|HgYz+LDEXSPO>N9CM&9htn{T#ChLhYSRj2<~eCQbM zujZRsfjA6S2aCtK%N@>}*NU9)8M`V!pTrj)!J0noIi2hc={{P|vD>$Lc#TgaU-@p> zrLz2kd@i-3e`2-lKUsnb@vs686(v(KvGOvb zW*zTl{iYW2SNL;*v$wHA*7vQUL$aEkN~b^J`2h{*V$i{^NLHsO=v~*GR*BS)@QGv? zyaL}27LNzht`n)p)B8xsUBz3A@yaO>NFM*>o9*w|M0RLx>_?z5LA?6MJav_Rb0<_& z&)G*@3YQkbry0IxX8M+fb!l}riN9mJd*Ra?>bZwb=Gw2#=~=;Z6?~K7xi*fb^4XzK zsDKf7lHq9f{94TX)flNrR9c)$_S(bEJf*QA&y(sw^mM*)0$(cO9|NEW&z^wK?4&AKXT(kHD(qzSE*!M9X9m%sg z@S?UXQGtxfN0zK{GvHVRvulYsiOXGlN^bkD(CF*jcAQN%lCx-bjlL_0t9|sG@9X=+ z>PqpeDfEtjT-FrSaMfo2*E_O5xo)LhRyH+)b>4{1Du|U!@%w4>eJUYO#*}8b^#DZA zVx7_$Rfb(tXKMg2JOeI?2W^rkY1( z$fw534zXi`pKoI7O0jJ)FJ8f!B{W>!npPTKp-(C4S|dz|ZWF+D(r^afgvA z8#y%rYl+CoNOmh9IEJ1r_5UHx48+duIQ|C)w{lo^^>QYYiQd5hYq7x@&I$ucRKy}U0*C1 z!M_(ke<0sIkBq73dMuW#*6t`w>fzrVn4BGr?TogPlw+Y^kHmY)*wbIB7E@7_IG!bI z@$`>b@>4#ugj`wSb1&;Bo9&bOSjBojv*q8S_;9w}%Db}*@GB#Ht;O9qQf;W<$2ENU`-1zHD|vT4pGH7&j4LaO zirIBv3>!Zt)u~1}R1|oC}a4P4a3s!_RtbpPE70 z@&7Ezb7zry@~Qb9oS<9DF^ZI1!CEqTHK6j*{jhAPfw-Mb9m6e z@vI{r$}^Ksv6{K6xLLon^Lc`nDlor^2yNJO63jm|?k+kmWYyljz4a$q_Q$tit3uGK zqrab^m+y_W{Xd!Q4|l#7YkpQ>u@U5`fJ61Mw>|{3Ds{H#a2~6dH}7Tz;5KI(k|BGm z+K3U^zmx1~pNinmyT9nBRlbQ8CG~SgNd~Py@$Njwd$C38$jroz8hj&9IJ4tC>+!!f zTP)%a7m_Vcr2oL2`mQKr2Hc}%P0Sc<=1RGFhRfKg(wOJoO zz&|yt8tEr{vo^6=p1&qfV_CL51xwDwgP(ZJZ$>PJ>0jbcvg?**JA!B|mZAumtX?qQ4kjuTxopd)7w`I)uzOfND&x4qUXUhZUC9_(5~d%<#?D?n%yvLrJjGool3lX zmQUF;lpW|7hz}p}^M|3d7Wdk-YF1e%^Hy=!Pi2!itkneqqxD?e&s*^0NtQi{Ws@nY z9%*}vTQ~5n>SE5lERl6yS!+Lxo)5Cc*)TegW^G)xjF+G8`s~vC)%oPW9pUT>PkX*t;p}T^I&op~ibj=)m z|Hskn9nbEaE6COwLYHXWjuyi)V+Nd_;++#&s}&FY&-k-htEGRfFzH;VWF7D=W~Zn4 z;bccr1NnAimF6>9sXm4N*U@mM==PdxZYJw_;&s+a|0qHfhxAkoeT*Jm*td{~GN0G< zb?ha)Oy>UMVU()YKS26Sk!-%`a0pD=@t@qguY%+XNNy3eYMWs`;Wx?heLB?tgK6qE zJwG^f%zsT3odx+| zOV=mGl8^LGWUHnI1U zbf3af+4;AUZ9jy@!^VG}b&oJ&ExOfZxj*5wlm=5Fml_YbJrugLRAGM75#L*hC8^%E)3|F%QNy_oJgYgq4$vyK-e=+LF_75p z|A~6f&W}rQaH^P*x9bbF86v8uLdQk8kofTfT~iMr`@XI-(tdQF?EmWpQ9M~=_loRI z*eUs#?!ewuA=xEH41!`gaWYvDzoU6i=Z+PBe=<%}5~P;GY{;w6ypbg~vi1MOt+&MF_u+NCKCh+0c2~64`V=~6O++b7DZwJCk)9kb z%dsHqK5imG>S^D=ehq2*0~RJH?m)JwK#J+`sYT=5`=5i4kFw5FaL7)Ze7DF7=t|f( zmj!aKw1(ctYMDLwKloYQ`ERiMD%RO32HlC12k@-ZX?GXhioma#xw4hW_adAp(Dirz zdbYDaT9kljXH0UwIYJKNMS< zux4kPW@YVgo^%%Gm7{TISe4hq4%|-8?F$_nX8b|sfQGpHA5T06mv5oT7=M4~-!J%> zy5d8jd>btu5^46M#mTOnOPu1iTj$a$R{1F4M=3A*Y znp{9{X>}TzXZqhytJKxKhaR7iay^;8GTL`Wc!^Dx;m-*q9_;UAJbeO_lWXWtu_EMQLUz+sa}o9ErPV@)buE_O6|@0wwDDaVfHXWzs2epjY4MRqekPV4cm z$nJ>&;@mbCs)50+`B5|8-bbu_5ciuJb1IIXAtpZpw<-F~POhPJJ{Ee(IJ{nq3n0*! z^}cs)JF@&Pu1|F3b@0u4@Y@_4EHWqedtLU;3d%m%{Syu?)bkr`liJx8*H;WvscYU`&B zFMkyRcVNWbY_S#o=Nb1WvYbQi?Dnez{atu=Ha~e66NekG59vRI@n7)#%E+g?U)jhq zH$mfaJSoiL!=bs1g>N9&%a9vyq~ush&A@NPs#R>2wMMb?iKP8nn{E2N0`4Eu`3HXR zsI#R>^`lr?Pusj}|Fyts*`2T!4y$lInTBdXDsk*?mOBofsY<`pm>q-8Lm{tsCt6}*%d`dz+8L{R$^BHWGh$vstIm|7|ve{eLmM@KCyI=M7 zk@Lv_vJMZs81Wm?D{GvRwc=Z6mO`Q*siO03Y|(;T#~G=&SpPb$3iGcA3u0|W_bY|q zcRjXz;rik3Bj>RDYi#g8`1B;#El^F>xM#$+;<&Tcxx8yzK%x@vfl~$U0Ei8w-O0vV z!5?0yZL%X~#a~I+R^?s4LFrMwPjv2NjJ_J`sl^)KdPbCPZlpYe-$dIn&@V3z)H2H7 z`uLl5iqSLGi(bTmRT#M#+fwtfH*TCu%Vg?)Q*QxO&wdzCG zmiRo;tPoo#gV|%WdgU%^f`R zHT@=a#gNn3H}_ZHv1Bty-Qx4%{GUZN+vziz7Oykvy)YbxtJ}?NpNRg+`u7qZydhR3{(Q&Y7qVI27v@QO zvLcQXV``gqCpp?)lz37L&`)U7!c2mf(jvfDn{uZ(hg=j5z84GBh{0=k4l|P|&JvowJb(HIC zli+FnPvL^RZaW55(4<_&9?7mKqr;zmt*YCld zWR!Wa;PXHj<+;Nm98ad2X2zPy8V`^&E5?50IkPbRGG6j4pE<;}`|+^&P2TQpQW>4(t1^0CWSfi@rUy%9{lCHqLJe%AB!64QTXA99c6{J4Fw??c!!q4|b zwu_BY)?ZnlRF7|;qMzd-{0r;e&M&fBIQQCB$(xEqy=Zc=JG||fx5Lwc1^)gGrpXCD z2&GsXob> zel*{T+h5aUI<&KfEo+mqV=m7CQbX@Zz2_O*YKUD&o<&Bym9;;@s^lxWo%eL(A;}3a zi+A_r1#=*{1$(#9{dd3Xv&|cPJNw)|h03Yyv=Yny_02o=Vvct%wJr8zg-^t_uib%N ziz&Uu#Ao$6(D8gD-r?S0DIe+zpVZq;&6$mG$ll@VJnMAVTt$itVDb|WoQHj#jM0l_ z-^KQ3qC;bap@f=BB zh2^=TK|iecnT3ABsN@PBh5^|*a+RYyVV&Le)y-E287I3qZxDN$8EY}mPnP|@kSU_& zdXXmIH0~u=vJoT?N;kbMc74|0d?}W7XaDSe%+v2K{NN!N)ipn)(ozriE1UG!-v77F zg8MLGI86@4y6gSh$KIE-MC{RnZy(35`}3WTMWTOM;{ukhC2C&*yI~kH5x%31G{~sQ z-&O^7XBnrK)~lSEYxL(a^b?GD2#-fYtiInj@|0w47(=5felBN`YL32Roa|)%fm{!Y zy+zC|*OImknJ&Y@i;R=q8_%0P>gg@Jtbc;ZSJ1j1?!)o?bl!8HYr8ntm`yvtUx`7%G-$M*-)G^^RN z6E`ci^3C%`ciO3;dJNs(^?#}sW$CaBUoGaH zre*S5_96Y{r0);sM%eK!2`*=?7f3LbhZglc?FzlM#hYVz!#(UWPOnRGGV6|7@RQtE zC)ZeNX&VNWS%+OEr5tgCvRF?h!eI(B~_ccGOg^hQJ)F0wyJZk{E zWl#4SvS(-G<7{y+q{qYJ2o_$V-ww3dYozSdZ$tJ}I6IOi$)%NVjme;uHD%jGjoR$l zRQw$d&BL{Bi640jv(t51H+C4T_tT;n?yb{qmRPa~duD67h}`$kzpZwiU~{~f^ghn~ z1IN|0%)5|s+Be79yWP8FE=%R=w|Re7I{XTYyDL+B<8zp`WQ`6me^{?;U7LOEsdaWapKQja^UyNG!b ztIapgodw>t+Q`{!nb>o^^U0$)1ry%D&^*oAJLrOiGwVvTE&pea|6H9Slw8f?_PWpLSXO+>Qvlr;#eLO4j{!!n^~Gn5PoWwO@?^ zy=a^@#(C4xQ?wWbsl30eM4tujP20O)D(h!yJzT+G`srmBl(TXnyCm!L**95q8cS_q z>j%)Nl^&;J+gWrRfMuy|axUJ+w_4LSneI1|r5l`UkvVswse_O;BP;z( z#?|cLJD--H^2wiZ>^Q&koV__qY~Y8TD^;9wOxCWHg(AG ziNBIny{0>!>@4|P>t5!Ak$ify?}0BnlG>)<>9dyju}_3-P0OQQbt+kphWQLuNWPqW z`?`{Bjm<8H>-k#IV+-q*G|~g~yo>)9JD3TF4z6#D>AzSDbQh#%*^;#r!` zCRLsS6vM{bXz-HXuk*uMc#v#<{ULp?_*s(0lQpEHcy%C~B@f!GJboee+*J@6FTspX zV%>cFEe6Yh;>L}xUq#AZY?$g+FKLxIY=$G%;qyKjE4t(Ph37nop@)huHR#Ze2la(X zo|q@+>zlq^w}V&Jg1&PHd>S1}VE&bQu1tfG`YI)+rFMLt^8G>o)$DS(JCn{V|FA2o z!@mL#>M5qB((oFxy-&l=W{C;LA4i|-#PQis%F~fsA$u$@oI{W7ZqGi1i$$@|-CO?U z+N?QE{=TQ+w?Fwt;p&BKk>||sh(vGlwCDA|0DEQ__ZFH?#L(wSGeBHBlV9cyU`3iw z(AzG5{l`nP68%__r>WU6IVKyst^@gxC)ZgtT1xkmj9dd+*(EkW%s+^ayv=gSGCc~{ zX5;W(K236Gb-4CbAk>SG{{Ig2qI~EtF{&QRzN!B+S*10bCI{0|?7f9m^ZmRb%(9!| zOm`i5iZ!3^lS%ghuC%9f@+{qi!A)?Xi5Q(d{D)!qHkN+C&u94Hzp(t+(X9QgsEAuoJe^v!p(%y*03>16HYY%=b|#?;UqM%yqkA6;KRr8suE(s1vov3jt>>wjhqg*yF`^15PXZQrARg3m8IC>C#bxR7kfn8)Q}k{ zdJn~=DcHW7o~gr>`>vDuVlu+FA^kUw&d1_k^m-l7`iUn@_OCW9Q(=9%&mD|(I_}Jb z=m#QKaX%Av57su7wtnUx*TD7#zHkcL9>5RYAoU@7{D9^|**uw~r@^Zs&U9g;WGQa0 zuWwv&j~*U0?mT}bL+M^9egTh7c-)JXxA=KAR5qKH2KXNE0NZ`d-}*o$HT-6gp$!R7 z*Vl(^FwME8dMb-q-JnsE+*ud%v-8R4v6l=N=%+hvSM!Fl1rof;-#*kfIU(vA;eSTk z&gb(s`Vnk<7~{{SS1DuXJ52H@6@u82TJ&Rqr+C3#H0{qf+Vjn~`1D=cY@p{@SWI)T z@(v8^LOc60ra?Bl&RRpVn0D8?C#h|Y+=sol@SkM5&6~p;oJ+;C?Vn$dfP(C_1XXp$K4o4cBKj&BPJ-oTg6z)Bcl1=*DoU4j^ek$eGepR_(Awr$U7yc_#%{Va;IWn9`T&%h zLH~0MdRvdF7BT=n=VIUgXm$`wd?jj(5X-`lH?&Ii@KoLYj25ZNT_3VpMN^!l1Km9z zjIU?I`W^R`Ux+X(Fekg#KQW{I?(?nedH_B0eXlbNCWv6UPo58_+r_5$MD~0`y_}}) zVX#)*+@JKDjW|f(Pe68t7+sErWsLTPsQv_br{esxxKPBE?O3xK>9YdzEj%4Tt`F&7 zh~KBKWIgiq7yCxLzqwhY%sQke#n8tJbk4Ktig@%UYjh=DBGBhBYsdz<)6dR{?mqtp z*X%#5N%HTt&%TArjP@h^9(87kPfuzwSj)@sDz(ZAL+;`N4t#*2#~6PF-Kw(ZWIVXt zky6I}nJs=c+x8~uJz~j6n0l-DeFdE6h$uJGxDL7JJ2O`MQuv?hes7BWi;a4t%PRe@q|141Q&(SEos?{9$HF{8UU&vh&zBjvHTF&wv^?3kIp78%= zY`7Uan`k)}KT_>AZ}vYD1Cm+pTsoczuP=?3N{GF2F}Y}yRlEs)+-k1)5YFu(wVpk% zq(|NapW{RI1J0a;B#;Ck%w6)tNz2h|9C-TRv4<^Nm>o`S8~^t z!i21z8&U8rdL>Cyb)yH|vx50fmUo=?mDA)4+UySY$sD~*Zw2kc5x4JDZ6B4#1BTvyTPn_nN6mL zq5C-u-(a!h9Zz-ZAU4SSmiiLc@}=xZ+GK{>%`@Ax`rXh>=IwE;HjzYG*LDe>-{II8 z7EBiGtVVy`y;9amC!@t!J?zof5qPwN#v}OnH1Yf`%qxrg*?pLAFi&Db^3+U){2qv9 z&GRqLEO12$EZb`KU8v{9c%JHb^~A00Hb^9T7aPvkZWxI^b@qI5YCN0Ysi#tW>L1q? zWs}AvxX(RWZ&Fvl`0I?e87oQ|p@@Dri#h$sSlOq0*n1bmMv8nhcynr{XP@g&^r_DJ zo!vDg>q7^)trd%g@}Fd5`JH4Jlju79O~&n|(CmO6L!h2j8VkkOB4TX~T-oHRxpev) zPwv(_Yjg+G>Qpvd&H`Pu`&*Culko-!jAr{i{H7ewU!mufSo|^Vwu&Q1>bE1*Mw&em z*|Hb&2JOCMk^k|5f~hN1qa^2m>*9OBb+j&6im zMI3p@vEJ~Vr^i9`uF7*az;Xwc9}bZ*cr)3(a%?{bON!IzP7x!k?BCM1llb|A^M{I? zUz4jX8M9*cD@c5x_e0s_P4VCue)bLRUnl1d{ca-D3=ud{>2KO*5B_pveuYO_(Ygui zpA@@N>FOhvt_jzHaDSE`-Q>)r^xTZ+6J2{eDaOL=06Z*9ifjF=%acbKKbeCIvA{Lh zkqk1a2DLy`OKtP39BB*HVt%jYsTZ@v0FmquT)p4Saa?Cj8ew!q3Cisc(IEP18=)Al8Q z-_2_4eAgc*PF2Fmd$DUG#{SCwU$_IvccN;vI>zVyF) zO?EB}WS!K+NEY5?Tg}t9=X@@Kt(|FHOLR-t>$i-X-2xl6Ot#n4XfhDPw&U2pMt%_& zuEvS8%&ar$ID<8JV`^3u4TV6m^1dLx{DSlIM8VzgtYV}l=H*9tz=fjXWms^%pC3TJ zoOX-gaVfiJy=`{wtmP-SIlq#B@6&#j*460xgcz3R?oEvOgWe9ruvD$N);0b3T@{Gs zK5RPgz0c9+v`n`57crtD+42tIb5_2Qf9>{tBKwjX^NVZ9^C2Xbz-*Cmj^%-=BwkGH zNiOeH;kZyV${LtIU|7bve`wg>nbgwRNak9QKMFEMp?s}alJ!q(;QxRt9)Z$MdNzb+ zQ>`8|N_&X?A(lO;r#0AV>z!qNDUsu9U@@h6FrZ8v+zdl}<+xK|gqkHe9=Gz@$4 z_N)P$4c98W{`1}AN7uI{`-S8_5mvkS`!-sh&gNOan>8AF%XS0bDkVA=@^;#76J9*}lgXHJ?gSS)+Vpu z^*3Pqq=J5r#MP{{-A1OvuxpN}wiB|i@XEObUh*1k*7D@*+)Xsb(_QXHYvcXjG`j$Y zKQTfwdG28S%UPTB^N*)Av1y%R=czgMah-p*t0(Pv5MR1ruuHQWG8pb<|kvuEAu61P9tUU=My5rNg#`uJmH;``(AG(GHb=>_VgW@l2Fh-2dp1E6a z@G|GS7%_3MA<4cGt;fNlqWF?3Zym5PRW9;v={>mSUB{2S=3C4hLAF%M&D!ZBjj>(Z z-Yk&2&U1`CPT$F{mOH_`rTEfFM~Va^&8K^5(T819qp*YsliJUhL+S(=Zi7xuZE~kk zS)?hgk43cklO*H)?4o6LcQzZy_djFRHQLW+li{qI{P|~TleH|*x;8mMw!5SK%H98k zJa=TlY;r!72Ed>Tq~A5mon)lrja`?0hwFO}+dZgFZ<4ei$r3!suI=CTG#@jD>UF6( zE%iAcA4CWPUNL;y1D^h?C<;r2>gI2#n|qDFmK29>m0op z%2|_N16NMP`#f=f-W;)+46i%Cm~XU!@?mW#BSvX{l@8z%0$iIWFJLz*0Imeq3Zf1j}`h6J2sc^W9FRf?E)X>g~#a~FbmnYqZ zp}*koS$>Zb^WTF`PwkH4V~_hE|6i}itZFOHms1HN-=)fs_d+($z0Dw2-$nnGerCN= z6=S~5=a!0JHU%ibY%S zx0RmO&~XcoJcpm>uKzv~%@W~eKEBAe{RiZJ(DM{bsSJtp*x?5Kz6r4zyn6~R^~d#F@cCPIe#l>c!{KVN z^ITq%Ctj(<_X>RuBFhV|%Uhg$r~F(`dDdGR!?TkjS@zFlvpux6U(4M20qxG|Z`#v^oki zhUq`mdIqsl7ZQD@eZG+;-`20#eQW`;Kj{5L2wj3ZhZNky^b{9Huvi24Xzv)UtVnXX zxcH>I`Z?NsON#EU*hAJsAfAk;zZs*x9#dH=yPelyPVSgT70l;lV3}%~CCHsRHV?2> zDrBAF`pvHF&tFolPaOMNFAu;Zt9UMA!z!3s z8p}FC{t!6i&H5ueem}9kq0d=u{3=}9<5fiwV;?C8(C-j!?xn@E@P7;Aexh}%*uD$Z z)Fk^0w?^^lhAcE&%RWZSKEDRe?c*t_);>xsKY(TbfA?R$Ck}wjc|5J7QD2~OTha7% zd`~{Nf616iKNDFeyG5Ue?tRWohgAonT)h$NzoS%v-)!q?;H!UbLg2oi+M6SOEj7U zo%j6A{qFrD$~~;n8$LtCvXMyax%Q#h>?JmUs2@uFV&vi6C6Ib6R^>EsZ<+V%LxG@GzW|`OU z?;9K&XQV|?&wkuF?qi;WYS#3QhR5e*TSAXfEMATsH~M!erer-=o;?=VZ&sh(<49Rj z)a1J(+4CCmwZ^`z-#FX#bFm>iW(u+1*Koa+y$-;Gd3^tKJ%7vcSHtODd`c$I+E~BI zk$q4b<>+ED={k{re{CN%gLT#WP+qm1e96~%3mYsF`H~~K2^PNxzpMkO@BA9`-WO2) z34fE#I+#fvx3~q=+qpW6PHrqpe(+< z$A(+kWD%?m#N`FJQ&!w)h+BK;+*;2o#q~4bTH2AjX2sUW zU*Y+88!uVP7UJnPxbLt1Z9Jq8i4z@aVZvFgeisWriHC!XK9I!uUYdN0b7(lt=YK?$ zovc3(#t-1c*?PMKR*hIN-);IqVT6`>!uXppQ;X&ZewS)3{pr3EL$m6)wP=wXLXV3* z*$H*B7VSi^$3&oqja3*wn?P|HE9`N7H&OH!_PYvNSMlXHSm921y~5LOgxr;)%&$B> z-$fdUO>KFrMvB=b>5CJlkIvI`#u=AEoCFIJk*DQWw0A==(H{&d2F>JSTJ0 zW2E?>pILv>4SKI&^cbTIhC?ccjKHxEu_tvFvz~JoIXA$#Vgc8)UM-mevhL#qtozW& z16|nzGF9}qlXk`MJ2k()HO?Y!2Z~ymO-Hk0qVUgbvJ$8BU9Bhfv@tv6ee`{HIgPslGNU-n$C)X(X7Hklq9p?xcCi{jf?;#>v3H;E72gbkbVHtRKShv0VX|C5y2 zV^`AsP*#cl&F(KjAo~Kc!!nf!n}}K!%=LLoy$q5A9X$-kvQA^Zkv}HuH`x6FoQF6+ zoD@&t-V5#m-r%1l@olcimUTec3Ore{zGW_7z-xDLm!cTZUKfb^0Ud9 z_oCSF9Nn{n`#Cc7hsOxoWhQQ;}t$zsCZCEvYy4ydx;H8 zAU2Invc4hndPP6yk}#Q3vmW#?esKkTe|5AG8~-LMUS;O`0|MD0QQS!P;!buQ)HMfA z5qk^i|3rPh%%die;vt&k9myuYlQ%nSU?<|~HF)%zEBn%HuQOfYSCPz*i`J>>@)K{Y zNwV`{^r&mHKC=(*jMV=BGgJ>D)v@w<+#vdQ$G`Z@G&+`Z^h9yE7k*p>jhD&2l~m1) zvQ0cmHnVnoa}zmti>7P%`JV-``e&SaUWB-c6yLkDHEq75Zv#DTfJ_aeJ*Y)B*DoN| zKX|mLpvPCBn!TG>6<}VCw0l^lH&#BvZg&_jnb~eP-eC}Zid|A!rk)sd2%f)ZZabIU zN3(UFD=gyk$^Jh{)ElOcJPEpyjSj=^>=sQOtgOzto@6H#c=@T055a=TzFVy_@}s;r zIS22i&(9d!0)oBCc$8zwaXJSZvLksmd`i>(GafXN{T_B?HO8OKGq;j*wZ3MtS)P%M z_IU&x?kd14S=#f?p$j=v9eg)d9)=zH_H@4X|Cvt8~R2SEIGzK{x*|6$mL1re<*FCPrOy*zHD_I07~fU)j{*!dXJOJDu*s}nz8il_Y{ zFd2Va;C1-)f?lp+ztpWO0fQT9T#mQ3B=K?h@)zv#c4(8hoI8U*c=8q!w}Jm=?KZfh zy8v>3VAn_D&*4~qj4LW*;9P!v2rRQov?Bp5Z6VR^Kt7WiU02h+ zIJ>{WzAea{w?)Y_P)2l2_N%>oZZ8j?$EOSH<1Ov7k75fiJK3z#ip}f7A~B#hU+W|m zb-;&u&X?fLS>t_>YldOsr$+jbe7VQk%}Qr!(FmH$FmSLwis4QVx@AvLR&XYNVk*;~ zug8u!nRQ-0;L+5qlB_dtX_>shZApJN^v{RSgFIvlc76z@`0!m2%X8H7EPA#cKj)*L zLoIuPDw4Gdj31`a6nJKjcb<{WB6Arm&JLzRMtN2YxSiaoZr+@iv}cda@8 zRcZ{?z`7!&I+=go@90Q4wIuhMdj3)CWPR+-8;Fxx``Z^|X8NDJ zu1Dh2mwY?5o+r2}J*95UCtBq@&kRgyr_ambcnvEhqu)TNRxm;Xc1+gRUwCvI-n0$p z@)Y%FSR|ACPS>o{XFC!0d0fBWy<}C4-i$@bWz~}g-@)=*7R}zrIpT8mDsH0N7_uH^ z%;f1#&HHEckhd=r*y#l<*u;ZQX2pleHWdqM;ZITbb0cYz@3-a1a16aa(ef1DQi>$+ z(sU$_Cu7h4BFjTYTL_6>B>5C_+xT)VylKfEL-}kwzLY)9`F>CaYj)7Knz3JE@MV`DFKaQ2Y;B)g~8X1x)yBa$s(&Rg5RtvVof}7~r zkZkqnxrgPGMSdP6`e5t+q|4iww%9QOD%(l83KI?^*X^v7D4(hq!`Sl$R!VlE<8b+L z8l`@GG60lh%d5qN>M*(9RVTQs8iwh6dC5FuPB&|e(fdUZeN%MJ`^8OkEy<$Q@whpw z9|-mGemBD0`q)&Lg-by+RnV5=LREe?9}1}gUWHbJ=}_7|+i;#z3~2}z!rVX*hgc;Gi1Du&b7#~0au@OzPAzE@|4uSY0m#)G4BP#nw>z~+Bxvtn@{{GALe?G(H{viJ`94qlSX_CXPKC%*S){oW z5DB@|BdjpD=o6p_&8Fm#DFhE;&S91QZN(VVYJlb$*zQ-{OnKe zb#Ofa2m0}|RC*pkf-d@)?XT1g}fxysG30{ zD^n+v?_e_L%qOls7(=^j|CG<4i33-dJx{^5o9MKGMo+naJJ@&3270-YULVotG)G=D z-;Q-nc8lK6H}c)EHy+=EyUj>*3^d<>)UQx}nlu-}D!E^(n5E*?$$t3&>0i?365L8o zfZQ>6bo3dhysn32`rD6`r;zm@yex`6H?l$Yq5VLb)V|D|u$yMdTm3nyW{c(9jPo3; zWCdbLmY5~>b#!IMuj==6X3&f9C%NUa$}N>CM$xvp*?17vmJ$21zib62b>?Hej8+E^ zllP^sK9id!yGl!l$FwpRQVG6;mqjmvH2&*TIWu80 z+aDr!B%^ko8T1ehZqi?EdS_SeQ&3M1q`i>K+Klr0Y{$M?UzLnZy=Z?D8IOa(AJRh@l@H)e;? z$)xOWMw{#2D%Lt4V~4upCR)61ykAAyRdi2Yu^X_kvVPWL#0Iz~A4FX-DJ#kEVz;i& zp6^>z4?QGn^n(RY9-GoD-|fpn{d6oZMZ$NDknDxC9Dj+V+ngO`)>y+1i^Q8$`7KG$ zg>X)F&vv5TX=3Yq$PVIx=fU?L)*N8WLHhqxbVw!3tFZV?F(KK;QJd==jy3MU-o7+URkg}wS%`C2I+ry82g0r! zSqIbgB6dtAt-Fm?5n`!ApS_fW#irLFFcVVQXLgpD+L4@3(6s^`N6@x5`&2N>7Kq(Q zi+oov?M~z`_S$Ex2SvJ@U^Z2Z%DVGLkWLn@RGXY8Vm(2Rvba>8e_p{yk^}fcF=Gs$ z{fgXqnv)fKsWX^;z6Zf|rCGX_K8E>skyw6#F{T^!DE^q^Kl+?qLMyf2U(e-v(I}kH zo4U#H&fAvboy&9b5`H&w{h>ZREv8Hr5r1dRI`A3_)6x*zh*!hNkvILxYVbLv^4#S> z8l^sPAr_eetLy^)2fq%2V6we^>zZ3}zBrDzg!kEe`gF6%i}apMx|5Ba)!r@j_yV81 z2ouYhoyX&BU1sN{XI@UJX9TfwdmYql0$rfO5v&(7l8 zKjLSq!_7AS-QwCyTDH=rGX7t~-bb)Q5#IHRp06f#>QKH-(wEF?%SgW%LN`G74v1#m zSTpvzS)A!b+j`hvRoqPefXcX*EN$E2`#hwwx__ykZE^2p$9HJe57KwRvKFh9AyWf= z{$`|o(5)b2oES@?N(*neHJ=b6Wq6^M{c3de~MJGm{JME-|Ym#IjQ~ zPq&^D;Ty6@@~KQ^wJvP41aqFF|2U{z=6FZ4mL+v+F7M*Yuamg7E01yP1sYtBMR^B2 z+Ob9O*~ET-;LaElRAI#h*p!tOx4}9YQ&yWV^Okx&uSkxKeK>QNNcO6KBaPOdH)ici zDrK(o|7E=w*H3oabc1gtnqG{P$tE=zPMi2ba@k}>)lwSw!|tp<{FyKA53w1>`b}?x z^?eDi&6Dc-^m_wxHO-m-h;H9tO&PuZ<*%dsnOMS#byxA;z1Vp%8)bd%9b|6Bjzf0<5 zc5dtXmvE^l#Pen*RSgcuj>=G-gKsqpY*)*b7m+5r7oKF5n%*_uU&6hFRVcpW)uJ4l53W>Y+5*iwQkp--9LZ!rH!c zKH0db%l#;%`a@v5IFY>jH~M{`QTDRR8Dddtj-(>g%|@Loem3Ko58+o!epwZw7Z_(D zz9(x!o)RqAUwLgZ4-66SFNN?mkUW(Br-;QpFuNL-Co)|Iuim(Jn${N@r959*!CJp! z_eHpxH?F_H_X-wUA=V%2>aX>+%3M(mLq=fzkFc4@Rv(h&P-BnBon%n!35Rw3wySY= z7-ONzjR&ls3hN5YB2w7)FNcv3$2^rl&pLW*dhC%rjjqu z4YRT=SxV;e-igkqe*HhZbh~!<;>dDioxyUm%`ADJl6*Z`o%AnWUg7UV?Uf|Wy2_d& z#^Ll&C885Vs!n`qGWMTN&t!l7l&2pr)-0oCQxWuAeHUh@=J5Ypj|Vw^Kixl}?Gt3k zD)wV}Se|60YSbNitFG^RjWOETCqQnYYjbDz1ME*@@nqf@qrZzGm2C8L#m39=FIo8> z(pzJa^wf3)JzmDSB0d+^!=)I16aJ)DXI6a=B4v4aCj-Y2a^~K0Gdz2+Sl%#v$vaYG zu62QjHG=k9ve#yT8|ZTwDT}bwdYFF-#m(lO;~<}EX}xGZgrv(c@M01^LenR-OWm6K zqQPhU@N2Q?53-*J!-aIu+mROdy^>ZdVU_QYsUh?w9kV{SC;oJG$CdYwKlr!C=f}0r z&Wr2?+T)4BpY27x~yb`AgAkNwur z_-lAqp#Fodg|Ks$o?{{*0 zp5$KhL8x`pvM9-)!^W)UD~1nw>r>M;sZ5e*mBaOQw|Mvj?^*8H0-kUH3thy+?_tAJ zp}ZJorx~}b5lf0Tjj>}tHhr>yfgh7Q&-=fJPa$$Qbr({B^vT9HNe|f-c|OTL(no4k zzUjNyZ1FMK8(XmPLwtTY9I|>~z5XY@EU>WP>|;CclN&taK9G`$7GvNHG| zeRU@P1GN1~JX?kTd1^Eo$KIv)P}W<*2CtL%AsTehTka9>;X$dWa-MswU-kJSY1_i_ zBb+GCihCgY9~`C`G4H91^MHFrg3odBORZA}YpT)T!M(-UU6ozdvUfv2bH9=mdJpQW zyx3MvjH$z$2I5dw5j5drxAD5XxB3morbFR%^JYVM4A(04AG3yWHRG>#g{93@@qZ%C_v1YP#!1|1rF;0j-j$te-jm z+yV)b6{s9$)Yked+FTFE1^&v;?K6y?_Yx23^?3;PD7cf$H~ zr9nO~fYdV8Ab5%Ro{bR(u$Gm{Os~ainNxf=G+rU`0RI0q zwhV;VMOfTKw7wmldD30F!0J8tSXMm5w#AK@wWu>`lPBt%TyvIjUw~47Jv3z5)W}U8 zis>-Ud&}$u`IF|y8}DhdH*j{Q9@mKAzq9eJc=0c$cXg~3Idi{xJF6ZHoqEtq?W~jO z`8j>E({-cIskYk{3wyesO!d&M=Bnp0Hd$}7BCRwgl_6PclI3aGeBL{arrD*Q^+P}T z`*Z!Q=OYIis}8=;)=w*l|I0r&iZ@@1FRAELo7~r#d;TT&*O+~Vdy^AHg35ZF<8Goj zYa|zK6F#s+kALXnoC5S)V#uNJY^Y`vg=g*%+tn~eEJ+0wqsjaj2R-XZqr)}mj2I?jb`F6 zd1eLiGW7@hv*0pq>d^TeBe!>bKg@YgLgITq>PwPm#(I~fy zmb+m+g&m*g=>tfT950i2%NY8uVXej1>@l|trCl=r2Y%2X8KzfR^J+;0Z2B~lJ3E8`mnBM)6aQ;sZy!gq$G9~Q%c_Hx?%L1u!Zpmwr8vmPUFm}c_iKQK1)V%~b*$I~{@aIi?XktSC_bU3)<8& z{~dF0q)Q$AO>WMM*)3~)-yl;F=PT)bxGVO@ig$7GW^BuPt2;^Y3(1RWc`2U#4W}!YtE754-sGD`wHg zBJ*Ah&U%~|`M?BxY2%6&&fW#*JRLn5oBkw8cD*maqXS`jI&3RIv;oh=w280r#k)%e;#BOc~u{;kmnS>^qF>7K{rp^Q?GO)Sw0a<>o~KP4eRQy zB(3X+AgQqVv=J7P_!bhTPID_@80BVM6;_QoNV?p==TL%Y-iCXxOJ--`aPBf*I9#9RmmiWdxoB_Y1F01`1&1!B-|Z}YB!s@kr_E$Z_KkB3 zyeKtPH#oY1X1DW+_b^}{4rEP2YC@bs&LXVYfkerk@;eK6CQS)gx_&j3?!Nth>f_EAa0%vK);!Meyq~zLvbYMa9-LNs>(ZKf!D* zT!*v6c)hHL`vYd8rmS+YSd+SGr5rihx$niblJ0r4o}wLVl%&rSw8@*w8kkee_Ezke3aBmPS+|O7 z*NG`#y6O>_UWUtg+Lm`pUt-`*S`B2+@mif@wA7!>_xAD_vrxN>v9_FVYT2Q+oGo%6 zKGT^qc-O0tphgl9%4Sf2NZnyKc>&2ORG@3~6 ztT7(PzQOz^pPOT1R?&>+W9^Jxo!rMm_yV4nw_(`}pKnL0sh4M2_27^!0f$1nCt03m z!=G8D2A<#N+GLqM7UP#;%~t+9fXvB+S4gX;arzSY-E6Ev{A0dRe)f0j3T~!FYDqny z*Fx|*(vhoO(Go_RA=iV4^)_Fn(%xVAu$z6}cHJ+e%6HI<*yu#e`5*a`=dBuMf5ko< zwM_QeR3!X?$NgozuOK`cig}t)9osAEYY9w0F-Cd47KZ5z=zio5YpwgkYjLMG*?$ys z2E+6r*iYgy3m|k1&utBxYOqN5?g!ZaHvG9*kH16XGJjXnQ_&+cDpyN)!ey__|3 zJIFPP75{XsFpYo1mkF%biiTND_c&WkW~EfI?!g~B@tvD7Vldh2idI>tJsnP|^p{*g zrHqtytk>|->_Sh@itGS6$nUl|G7gKg&hdWQjDdCPr`)2&{g}0aC1#0^uhX!VYZlOQ zFNE(Cr+VYbD)B7U$!@1#YQ8QeX*0bhKjPIG*<3W(Y{bLOPG#JqEi{XbX7ObOGUPtx z8B7~X(h}sq89rl4o3)h(vqot+e6Fv9jWtmW8Do^ZzplokPlwRcWGyLry$WQrsj6h$aQ zQ5iy|qN0Q%N=YNi(1%cwL@5%PQfX9_h@?rWP*F%q5e+ISX)vV0^Znl2*VacU$T8aVTe={EE1~QT)ie%3^FZ znFRB38yAk2Z@jLd>ZY(h4Qz)kv&cBv&dRa1aC`%oTl@H zdsT2N8Ql}XYPnXK6&7Jx_Hu73@SwjTeIJ%zMuK&0xtX3*M8fX$e-PiU)IuXN=A6xW z%Kgs2oA~@Ej?d(^`)fV>h7T>6ZybzGozze6kuzL7jl}=Lt_O+o{U*7y_QQ&Uw0jO4 z<$Senu4K3LmDqiGY89q)QKv&5!w`5iKOyEO{VU45R0 zH5*uBo6(>%ymJ2N*Q8i!UEUlr|hQqE_j*wk`*IC)}3W-$3ksB%;US@T3xZC z2flaG|B1Nps>fiq$_5 zGjF8#ZoKc$;k^a9EJ|Dr4Q^e(N=M%`*bbqzc zV+SkW?Q?S+D8-(6o?C<5`-^EO<4hTPKf@2^vi4;BeO{}hVAK>Bl5uwq`!B??75dFu zo?mD(R*j6tXF#+p_BDr22e|c7=RmzLW{Eqrp3KL4#hE-8=%VfGp?W9lHq+}xB0@Lp)pV{!nV@1$}@`fy!TahoHmRyMGTH+K^(YmP)~MIRv`F;1)jJNN@choYR2fEBo?~4{_oyOd7_+n~<}- zc8+wVu=2^_{RC@e4a;5;Cpo!#nmM-gJ12hK;p!G#z76l5!01a^C~KSEWS^|txz${~ zE4I|Ztp@yctZP{VxJ{Ylsb4|TyICS9dEZ9gy6#oLq>?0D3$49oL07XzOFo%10J7$O zi}5EX5x#|KxA3)9@ZE?p`>^KIbov)&xADzG_-XR2{RFQzeB%)#SWEa1=cDt**u1Aq z+_h!! zH8w6EK=Ku&ct`6W(W8*4w*?kGv3w*yx|3%mXZEkSe;rwKChb9@T^|Uy(bGvrpi^mh z9PN)1PoLAqMzQrWeAvO~ZpNqgS#BuK9ZsrONHCZ7KeNFq`d*~1W>_|dUtgf@8?;jr zAHHMLS@anIg+#{l`N)s@DS?~I*e4n3=ewV*RLK-rh7XS?;c`}1e(@n_a#32r-Z>I`-XYaq zxJ>7l$(!&E=8VuvvQPgGzeN6nNRe}xUtq^4c>iMd%A4WR(B4!q!)~dquV@8y%}*c)oL$5LXT&_XK)o$5Cq-C-+EI+U*bXKlpL-!yHGttf$L5&q6Rf1aAxh)_*(+E*t ziJGvULH;wLG?+Yj3%0T#$~7Z>PO4j`#YV8|j6414S;pt~^g7wRDcRSKW3dO_$@vCL zMT?wq(v}4874UHp59}hYU(YT(A^Nx(UnLmc!g`rqCVxsR*v-eSPcUw@m^+K7^df5m z=w}YwTp!7BeFQ7#+jlD#xs6s63u1a(S0B<_d6BuKtDmXUfn;a$)3r1`+|!c0QCmrq zhcIa!>n3_V!#|e!|2Rnet!@#R9^!Lp_3sih{vq92@OfN(KGk^Jnas%@lAY-zmF~*Z z4r7no)wmpa7upb1p{aj9FcBKW-0Z*JQ(=0junAFKKi+9@jh2e=2OAE7LAE|HHRrOua+P)y0p`^prfY*`ai((nqplX`|3x zBFTQ@SW#%dsr^#8ll4o()#;?2D_#AN1xrIP`S62c7xI-+GfyY;)-CUy7Ss1AcP=8| zr~LOrXvA+b3rN0}#Yz`3LT;pecj$eroiWhN*^t$-tQZ!r$LCwc%$yXG92fOz6U$_+ zS10x;CW2H|dME@=QaiY}ht#o99--z{7`_`DH@KFw9lG%HWbwHRW)G2ZU$$IH_hjzs$d20~ z+K^|x&evan*Y6O_j)k{HwLFWPB39%K<0CL4d#Xo3@fT&Ms+qHzx|8n)rE>~GPJX$b z_f^C8qiC76TRYkM8vV4^PWDqYz`WO3EvwFsQhz#}isR_HWc`OPU!c$9A>9{ak0DLw zLY1)aS+O+pne(us2ObR9V=Go_YV6DkgEElJv%#Zy$q;3Jq~l(??8V-LvFAR$XTN8A z@|L7&dv@*4FLIXX3v8XW)s0|T-M`8*PFN2fXrX4@EV@3G{*c1{f|VU6AS#}cXOB` zdOw4$r?K2)`foyeD@2fdl(Ms|pMJti82(K7{-& zVfZdSJ`cmrw3*Ki*SVLIV7`X=?`l=Rx$I4R80T`1=Va2)Wu5FJJeV#IXd!2>P1pJt zJh>D<$v&@vw0a!hUWf4+B>#nG=i=!v?wseFL`$*lcXH9Ek^6Dc>kw^@RjZ!9UWCTO zY3?V%tt*_ zOHApmwH>5x%ny7}k9mlG@1UIkK;##~&KK0i{qMV^QR!h%|pI5^?-)v?>uP7w?;9?d2@N9t;nF+nj z-i<_;lSQlgBFa*CvQ{VgeJ(5b)=~>{$Iu{I@3N*kCwM-sojXLiws?2|jIPF&5%`m{ z7}w%sGh9q&hRT>#+NTm)Po~G6V%s8!yi1=yFyKUO9tpL%@JSxIN@B#_GeRs%hwl_sLVQd}sGEA#YufjavdNhZ+na4oKZ z(|R#wfH8dpIVz~P5zfW6mbF~Fl}di3@~)nWSx<}F6-16d#m`IO`-1DqkXQ~v4RL2U zt)A3gEezkN$5(jFXmzsQ;CTJc6^oNo?HVm-=DHpt>qV0*MU&c)eS|-pNylVn9HO0O zdKpL7JORH3%7rlJ2}mx-hKi!YLv(y!`RCa3W^!K$-HUiiSO1>U}ofBxY^C9OFHu3+>qQya2G!+*L8ENyp^8omkB1aSQB{S=1 z5Zy(eocNy1FUjDLQ^CLDZN2n3NiSKIc8gZ;GEaJg^(u%UwOIE__9}`WnOSGOVH;L^ z$o=et*aXu}@X6e_4-7Zrcwy2f3(t8x@>^WJ);JZPYoo9BY*|>T(){~j5)9DS{`~fR z7I>Hse2lxv`fwMlepCN3eO<+#clcbKeKUG!&ofYn;wN~HA*@1Oii%HwyveCDNc}B=S^k1u$(m1gOm#<}w>`e;Z$ym|cooD%J zPZE5JIqUotR%D;h7w(2jnSYn&xp_LgT9mn5FYk*ACD~wqQh&_vy1SpZg@t%XBbLc% zbdjt1hJP^}PKA4({0%XR{R4&N#(~cI%r2!y+4O5f z^ZqP0MocKLpDIR|x&`CO^G55Oitrh^l6z}Ay?fKOFm~35^8IQ~W2w9So~y>??sbA} z;?~c+Z7Q4Y((ZZe@FETkWy{@U=vNT0veSJqdHahwO(A@ec|g8fUTai+jqG)4`G%4$ z*mos69_sf>Y`KXT?fpDHwh7v$_*LF4o^E{Yp!}~&_4ZdK@$GhF(DfooHKhOuKj|^ zTa1SFS+JkK_faCb&hpkHCt==(2Q$U9Z+K>3Q6=Z*B!BJ)T21zw9uTPS=Wh|}VfU)x z_hL0>W6A0C8p$K4>$xT?yyE{CwO$%3AJMhAI`eq{ewca&Mr?*<5eQwuD&Ld*K&@we zP0l)4iN{wd@f%d~j4v~RGa=a8xYYxhW77fAGX8H*$JCiy&NP4@!3wBq~CK)C# zV9R7q$e3}c61T9yaX2x8j<4g#fpF|;bl+-5Q3G@CrA6K--b{u(LCsp*ywN?CMESOo z(-XRCeU*C4u^_88O2dCYk@q+EN{Ux!;nYy|ikZco%$GjYYrfmf)Kk6(&E_WuD0>{e zUVuzdJbzU0ZPeRM+Jm4t01q-VoTlbN47`gcWdCIsef1J+pQCxc^)w{eoBZihCH6uk zZ#ITOvL3!1@AHkcK8k*C>*a42s3nTdWUX6p>tyU}Pou1*D2v4#;W>>RhqKdFBzoV7 zR0^&+EA?Mk<`kd%w7mnLtB_zJOYK#6JlS7X_8hW4!WOq_yEeUs^RS9=KU}13&0kLu z+lSKpF&zu2-5(}<|crRYJ zgv5)KJ6*(BLE|!T`!5UQ0H1Pxd{KNXNshH*b263Y{rp@Se8Be0{andAvyVO5X3mDm zk$S4f{>}OB{cP74YB?vOin-|r;!fh!68as;?!(lo3WYH^J5swJve~{6dYi;UdGm#O zufzA>Ap4;rVluVu!2LUU(lbW;ztnkxhx|bDli4Kxp8XFm7uaq!&seXGJK<46*$oW|9#=yhDaO)sC~?DaI;ACeW6 zJxCAJTpPst--tLfF!(#AZiHjb2|s}k4Zx#hgF8U!TUe{NcE^zCCu7-tym^)OUd790 zB%4O&I^yIWBi$~X7$_>tSGqiTcVI?NTq}k{b7-~Ltamux-O4^4A)XAot zU*z*jSMx?IYg{hU{;Yx+_!W;IAhsnV;8Z0JW4D~aw;5yR=;<_9df~!J5IIDw>4niJ zVZtA*)0yOnxpl}pk?c8zFwaDjW3jbaY#F$2qIu3Huc1z!e&!6q&M>@5+oiGU8*SeQ ztBw9o{*0{DoyQZi|MLNid|Tb_cu_|W*`IQ!8N#V}x{YlrL*#wd&RXLdtoxZrR0U$! z`pF5_6R`OaK#RBzhfNY2~X{V*D4AJBp7ZYqc- zl^~aW^rH&+{|$>=z)QbWHctUR5d*vPqAA*&!v~isnRYYc_9a=KBFq+VC(>}VsJ_+R zwX~n9)|348I=UYTlQ~-b4O%B+@SFVWDZFVfh7aH$$MM5tbzWy|$sFu)eJ0n}SfBnU z)-BV*t8{onf1AmfjAhw9-5Mg#!Ds+W?xg8Ykjsfle~=^RzU55mBIL-ruiotW66E?r z@LaL;CH-WDQG8@Hk6EbpcCuzo)&!h+3&&TG=oudH7EVlp>Ek@@4w4SU_G?7i%r6gQ zuXyKgTHcEjVk6%Tl$)ZnnmY6~3WQ88?-d^#q7etT1*HYMesQ!2I zf#j#HO{2U`cz~A{F>2mK%Nb&H^2cNK8;wrqznvR!o>M*u^fITkc%R^~a%BKtHk`u)H!Sn3`#vkslSn+t; z_Q$O!+2}nO_0euc@##$XOoCk2h~$ZAA&74xO`cDKQnuo&)(NzP2P*- z4dlsMyjV;b#CI}BKM#wNQ?i7Je7)F`)vDR&nzi_?>9!XWFU0Eo_4F7?uffXWMam+2 z$g{Wq@yNm$bG2x30NWRG=XCmJkAB`UZ>4EblJq9=E_d%&>oN5kiN{y4LC)ekK`Ymh z`8rm}Tc#6O>n{?m<{7v7JJ~q0ueCGzC-IBlcytfaeWCn97!TFYZn8eEg|R-pid$Xz z%9pg;Ut4+ZR0p%Bi)ZhPa0_Xe=Y6O7*;lOV$)B@^B2N4)z@rBG_y`iOkUQDBu42;xY>;P4>mWY|qqAQu z`?iv;Z-nt+1vx8`=0PaV=XGmDn&e%Y%1>|B-ZuWU9ZzOKt%#QQ_+5mDw=xU72X8LK zkL_Ao458$uI7+=~P`i#Ub8zEl5$YLws5h%8=kh`9 zvka4;7pLxoZC7k*pxsAFQ-Tb&mHA5Dwe0f&Od7E49M=AUrIG=%gUIj{%Zzp{r^L+G z`lUv~oIjoO8nfD^H7xqDVREEpx8hW>t`SUL5zXq-Dm(de23ARuTn(Q=`o3P7WP2H{ zr!ebiy>0iY8VR$%<}LTn;)z++-}CGcffNrG*ljePE+orx z>=?oRSL=5Y39_g6Nh~@rJCDovN+8dtD0AyRq~kziYBk zJyLwg8=uo-*4T^_?J^cL!S7zYs1Vy65AhCkt_{gN^&N?!@6$RvY2Tw?Nf>;_w(Z%t zn!DLm|DE<<)ZUX&{e!+AvD+dsKY5xyg=!U6Zp+sHjk62semomiS8pu+ia{r*B}9+L zN-ogiJ%h1mo7`7l=z+ez+LH+4BqdUCp{{be9arW;!;-Ux7Xs8EW3{6IVYwy zDO%&et+;$SG;S^M>RGsuy_YBR>^z}A#NFPceSx$Wi_e)!4WesSwB&u=hw64G-Aq{J ziBcsaeP?lZh#qG_?hV-Q)z&0s^1X79@%Raz+!nsaiHY|>xU0B&kGN7)$wEes!_;l; z?`vtBIsO0tedm= z)Fpg!E!66Y9~0^K2A`R!#lywRVRV@SyGzM;7wNu*dY&Lph1rexd$xPYV z{5shSk7K1g-+z|hByUyDtE+7E$qAyDU_}%9_r~-JYG2E)Px6V&p*2pFD@T&7h2BR$ ze~XOC`&>?cSHOR^9=>PA7qn5>^>|Eky#5<6lR@}bw)z6D&FGbr7R$nHB3&NG)?$1z z>pfS~Vu+H-*g9VQwMOgXWp|#y@9f;!-%lGzk5{fFzTGN9=0xtCYn2=mElHL= zK39?`Yha6u;m7DJd+Ecfj$qF!n0_=%EW)h)jeff@^mhndDbn;2Qc5p^kP za~4%iJZq%Jy>R-`y$9*O#K>6{4{|PQp6`Cb62D+$1^)&>Fl(ao4mMfC2GQXnD4eQ~ zzL@kce_ju>+wgNe{`P>#BDTMh4}1ml>grx2p6@LfZyv*{lS%ynE1xNrb;rG5)N2o` zoLw?h%M+lwfH&=?<831Te26Zh*^~4h1I> z{YOOTWqwi@KAmCFoUPhwC%$tQzLX&SeRMgM1g-Q}8)C_dP>Dx<2Jd9z&#vxoXfXo< z#g)xmKfAEU)8}^5k6^Q_{9VD-xv+W={&{0uJ2Q3w-yo%&{0%*6&Wnn|bt)&X*PV#eD@& zY3{+PWbbQF?nNS0A*GKd|FPounYfvp|MBzD#@9djeH-#Wr9@8KNH)^uTFuGDS>g17 z`RCCjyvL_!G2l@4%qi|ImCeq}=Gwa-hmwOPSwC-vR&rh3;@(&89EHn`pmCAdlzbx} zn@dgSRaHd4tRZWSz1g8qmIe3vJA08T;^$pt|Ap;OhuV!|L^9cxVWI4R$kVLe1&rvZ z#@#G`EBTL9?`Iy{c&Nr#L3`xn&BxdwHy;tfAp9r!gnJ&MDx z^VVr3zEwLL*!Vl6Sq&w!l3*4#H4;$|Wy8FMI}CyckS;sc*N6cf^-+t*zo@4|`l`pq zn^}JWS@UMC3Eu94_-D%OG@gucr2;#bHf|-ePo7{Whv3Ot9l-07%OiQhU)N&x#tngY z@=ITiUAtkGEOcGftIIp~hxvBMv{CO3HW{Pcj6D;L7TJ^A3IktLA~UzKwD}&AmH68R zx>d)`V&-Vc3zz(Wb#Y{{(d}!!FTsQ4ReeCKPh(GiZDf^Tp7?yBY;l$wrJcWBc^&`r z1|X-OH7fXCFcFV#D2UsmtyxWeIjq!aH`QP;EEWLfox_f+X56wB`Yo`C~El&2$JcC)Ot(WopT3mlkOO4s| z3GL>b#6|v%!M&q-eom|Z7I%8^`BG5bhlcgBFgqw8fd4o>_EaQ;l(yn&CF5~GTe z`*FXIpxIgCYzRK{*zReA+ zmo@ckwQ;rjRWM^XjrRDRlObno`5;#(VB~KYaIe3ArgvktkEF>f>h^%kY@Rs+-@<~N zH2)EQSx$=Y=zFQ3i}B`RUYEQN#l`p+-MvCgK2QX^9>U4$)|&q7pKwbiXen^213*Pb$ zyDV0El;1Z(G-ufS%vUGSdl}hQsPz&&vhKACZH9?zYxQ)Gap78H`~EN+!^7M0;$FNX zIjVk!X({X|#bP7Ht#!&}Kik@_+EEzxTBYAu68-XoC|)Jsj+mnHXw zN^as=GjQl^ePzebt8_k_RqlZ0A{hUuhxhnE-t{$Myua*i;zwDRdn)|4iA61x&hy)>!G45}vq;#1A7?k#Bv$GuKFx;HEo$W*;%+~; zuvsU+KP79i z^)viSMvXbN%)8^S+2(w5B$M^4`Z%4oll{wyUfp1G1`n#P%piE?*}*bB?ZlHuV7vw* ziHWD;Xjrp`U*&|yk68B^$bC=7JWF|qcfF?1OL1~4h9v{iaTt+|i#4^km}FU>-az}C z$#6ICyI!oxTj&qme_Qm<`kmza7!9SSqVuQ%j~u*C?rlb!6Y> z_Y_=A#=e|ay<5C|m)3h&JURU8vT;_CSLIPT#qkGBDFWl$$bO*cl=CODYUNWc&CpNs zt$(fWoRXY1wmBywD-V-Jcrv5zH8QqQZ;{B>M*N#d_L?}GYU2JpOz`=RmFzKBVs)OHF4pQ-{{DpR+mh%+ zyl$byPWJtjw_V9j?J(&oyg1&KpKvR=O}nyrQFvxAY}WG)=7&3c`T@stB3E5H9g4fj zCSO5hzZT=i(|4zzzUp2A-^KW|odpJxIICp);$T zU0+Vpw#xnL=Rh_oY8);DiR0I2b0pCjSN(SOf+2T*yR~3PN za^-un9EN58qkXcr4B{WR;Ms$`?jvm$!^}ngev^Gp6y4quD_&uno&4!`ad$cnJ>m03 zn0`18+(g3cgL%N{F&cKQupw_S*7$3;zBg*EJqfCa6yxZaZ(y~_dAC+8(&{AMc{N1F zv+Py$dVm+@{Jy%h+iFaF9wINpG5b3@u-=0ZY^YxHWc>5rK03L z3J%AzN}dGdY^S^RyBxAl!u4!CI)L8)qtOZcyAs>p&BKO>HP^DzAZ>N zG5zKH;)g!JMU%Hlal5N;khm{=mSfvQ^(sLtYtV0oY2NfbL9;xw&ABMaHI#Em?>9TU zK}$2>moc*)2AuEnSX?=VhF2Mv$FR?4h*!gi@7VQ3Bins&_*7ek+|Sd!ym!jV1Olz-RVueDOcx6Ehg_7Jwr6Zx~=ydS^oDJo~};A`Znq*V4s=VX+t@uU?CZPL#i z_q(%tW#d2%t-r)xU(#m*DYp5$5qloaqaGIzwut%lNHH9rW+_>i4ReC_2o^hy1(Hv2 z353S6cKrhWW_8yg?3B~kzSP>ucsLB>E>Ui?p3m3oMjU!kRC|$>^^ABo(d=I{jl|K- z#?2x$*@}sS*y1vBRiJS>WsdcEsW|=_8=e9E-Rg#YXJXSZJn88t&rLds-&f#ZR><7o z?mlYvRHD2VSBaSwF#896g~vHfE_h#n0ok>ZSy|2*tj|gf%?aK@mB z#_P72`2ZT-r3KOL2+04ey{wl!Qt4ip|AD%9L-AXEy#m(~=10fy zle0`=Z)PFO8rqV+r1fY2eQOk(RHBlIynkwvg=Uz zmSUxEG3Nsh2u35>c)o&6wv6wZ`WuOaC>LuDjp*D-FK3x(u>9nHRjSh+C<->!BKXjHL`YOXWtbj9%cEZmts*Sod@ zlde?*vCeO627n`$}I>_gt{bJ)U`W%Zfy@-WwiK;jliYoTUw%xN-cW9=-Cs@qxWG} z9cVq|{vfe0_SPUvF>0p@`n^!J0Qjg>x}uut>Si?|qC6&1rre&%A^kYZhqJl~3f{ zr^wia#2xVWP*~-piadSKj@)PbwN5NK!uY-3_*5D)b(GAhDuY-)`F8Urr;>i#(cvfh zeaX&$Vno(uJYy^v!#7?Kk+M>0irK_%T4_w@+3HQjv@gW*oEuh;rSG6)vX*=*dXJ#b z4pt}$+jD%Hqn#u0Evwp2rornxYCQ{$A@8H=Uk0mvl-MpZW)_eWg!k3&G_8K5hphX_ zn$H&E^j<%|K&3Iycwe;rS=nU;bILQ|RhsP6)ygR>)gkjSeJ_OgcG0yWd5gj)xrm#S zv@!ip(C0<0y0p-&%d5r6q@u{40HC%j{pqCSP&}{ydeU>%&WCgaoS(M8YJ43H^wbOug?!vBWq`j+Pu9LH;4~A^c+02>M`Tm~FtmpI3oUoN_MS1FWEY7ya zp27ak`^@fQR&wCXW{1OIbqL8a`^wwtul2r-&WEv6vNvS6(*v%J#pn-}834`UJ1@Os!;rWOuOkOZd1gn6RaMgQ%f=9EiKOE6~lR9 zPAywT&c|R}5hF&ce>zk?g=n4-zeTRRqxfCjca%TJwfjglQ%^rat__3^fX{n)+Ea~7 z=^dZFizdnYe5=2%&{lH0cV?po#_;0$*~$jVVLMBW&dLsh_84qC8$+gG&1!A77Nv_B z>(-ER34 zbwrI?EOHP#9u2475XyS?u{1mhciv;u^OZ^VnREHyU*g8S->@_m(uVRBNe#gVLtt3dP2SSRW2 z1-{&p-Lsy$CH`gI*LqsS7it%LE4>C|vw|o&EvEC7Z|S{~R(-{Q#?0;i$#*FC=?&m=<$2`AX)HHY+X4!0;2}+cK?xsh7&M+fBNkpnE4&hGE<`W7q@kjfTyU zq|WISyWyP-tY<!tKQT0RrTz2Ki`9Z%wRW-x{M z)<>8$hTh4QobO62$doztW^&y}?wkj79Zj>^_9)W71G6>y8L031c>j|!>wT&R@j5*0 z9GILeT9hMW&V{-J0)LRIFWHa8F(TuiIh>X+B&@y3d(ESy!{o9Na6Ca?MQ7flM2 zCE3r9FmB~L>~?IbE#7aTfAWEp6+zC?&oM^N8+gY^ck1f3A`iV?`HVBa>A8RDzH#a0w_buvuT~DCKFwMMEko$t1hHD)8{=<=u3n9 z;Clcv(qP6RPh+XeznJu+12wCv&zoZlcF3-0h;z zWc$m0{7+$=y&~(iHrd$lfY>)(OqitC&!O}??d}oh>cPGV2IWogd+d?3w2Bp=o4o2B z@vjhk;zJXaO7`e-EO3H4E9merZjHp<#Ph6sd>&fg`F$vFSmSfXh;@7DJUFDXKY zhYBKMqSp#ub8i8|kHyZK(J%%>HkaWFqS{V%@F$WVY`%y|uMn`HnbNot17P{X)9*rblON8^|ZFr{@Cg zzUOK`HvN|*m04*noRTN;TAsBYC!fQ{yq7yvJX)>onk+XCbH}no3)p3y*ilMnq~3`a z!Qe#}+8>%Z({T!0=FRRGY;%D6$#K5Q@0RXAMy4OFDHssHN@njO#()ZucIRtxF zx^o+*uT$m|TuDxua`fn<#iwz+BRl_(9lmh?Bw8k8bT@eR^4GpJEMFk)d0NRSwa1BB z&%^F2Jx|qJC9!L%@(D_&M=9cd<#CvT+AX3M)p{>+Si!23LV zxfmawf=JdyEYL!pjAWLX{N>p#_lOe7opOv8uQyZ8d5OtXeG?W`_U~?Gv!-;gC^CwC z|3WY4fjv*VyqSIrdUx^oJeRmz%UO+7*Iz5haiu;>==*DRbFS=gnrDAvp60#Gr(P3D z?xx69Y-1Y@_gq6tvycn>)0{pVOE1nS2DcI=l7GFI)^jRf z@~|BRtLzEP6Tg8xVX4~v;98XjAIX=J1GS4jpTx&%M!ROT9)&T_ilNK(SB%DonOp6} z`P=x}8G0$AW?|UX#k&*zOFV973><{bPpH#JB)EXYE%@^-N+o0dXtC)B_M6Af^H??e zoBmO60LM`)F2e*Fwaxfbn;{Fab29d3on3xs!ePNq3fwMbw2;a{Rzw9gC zk5w1Bo)tnrVdAG+{Z1P#FtH*|m&BmFf9($OeZ;+ zAzW;$K+?e2K(T>*_`oZju~vEo*;U<@Kl^5G|s=QMKn z^7%ZGeYHN?YAd-GDnsKc>}aF!{V>0w5h*9EG!a9_YU@NEQQegrAo_yQ<2UTQft|BE zrWRJLB5U?Tch+}v-{+F6s3~1O;{!RLcoz&##*DpW?9YzhlK(ETWD@&imHBICO*v~c z{VZ2!D%>ulRb{sM@7eT`82wv8ROrSdM$$4ni}PkEqd;=P-GOoELgpDHpU=gmpUoczi9BnxvC>%fh+YShswfO+7yY# zHokn$201l%6R%muFEYYrh2*FDtHirM7W2-A)Vo^#mUIu`*a9}o9<5vW*pX~@yEr$2 z)lSi3-d`<(M%KaPbd9V8XaV2xV$R(V{DLgqMEC9b>!HnH)|@AgQaaCnuA~1Uq@2u8 zv+^zP@b<;KrsCUj7>*OyXNo_~@TDkOH;E_pSZgUw?uWr|+Wv;!W?^dbfxaOsJxi{m zM7XM~-B+Izu&)JF{=l7_ZSx7O&V=N%^vR0x^4RnvMDuoM6CQjlN>{+`w|UO603a(%W_`pJ1sUI)N{KPAh32e1* zmC1N<8^m+!W!4vF74BNNF2meTY@3}QwIQ_uyK2!sTq#DPtYPb<=bQz4UV)bmXR#kK zJ(&T|D2NG@STVbUv#+!jiLyrEa6WkwU0#66lV(mY;ov_7{BO^unXzQG&ob6MT+MIQ zxP|>5(N|XZ&GuJv!n`XE-p}G0b??__3!ECrs*j1B*YVwCLdc%s?7;60m$xCk2ea1U zU>8xooo^s*G4y)>SJ2i0bo|TjZ)o zb^eb2a^`&)R}XrBv(`dASEJ)Ly(FGY!vd8Ihk3N1Yu)uX< z_t*lDI#Msm#&fcouZdV?jM0~fKG|je0|tF1j`hOJzrc7Sf(9 zc^c^-6-l!bAg4r~BGN8nh0Mi=LU5ZB?eO4jvR8I3qtXF>cZL3CqVpi!zL%Hgz5N)G zX0qBBDR(%n2I0jT?EPMw<@J#j4<8n=rWs5=WzR8~ayJdmQvOtS`qG&7AU(!m{N-Aj zjw?B3t(TbB1J|yE?AapAzUowEtIV`dQZuJUtuD(AFz%s+64*OcY|FV2bM?^=4l5wCjzq~l z^CO-w5wq^V{iga}EKU|?m6w&M4%yu>dx}+0#Jvf$Ib7|lXqMB>X2YbZ&u6g4-4I$V z){N52Cp@Sy8IntH3QZ0XV-65S>f`VLvg{;9zJ+gK|4uZ@`@n0}$*RoSB0_d5CXOcq z@n0frGdkP|`M2P-NZrfux+?sqk>()s?IOvqu+LMUT}GlO>2sf!E9oImy&e;9j>V}@ zm6&G4Uk}M0FnqxMtcXF z_CD-AjQ6)SQ@Dr6WYxn%a5;VZ_47?=auKrm+5_=zOv{2 zCH%OOW;x&SISjiTg1@tIe^DfBIcsQtHVx{Ns4R|tM3+3_K8`g{(ED`!$*z;U*~uQ@ zoaA&4z7_WSLfk)@K6j9`l~VN~{yR(G>{FhnJ#DPq0lB;hdt5a50(N=6l_v|ok$4bU zaz5!en(P$$I+J4zl7``v1Mg&jEo zB3Zz4`q@;HWo1@R*3UE1K_tr>^X$>eo3#h@l=CfWihtQR@e6C;%F91+Z-IH&HDbUc z(3s7dZ|mngK9Z+=KZ~$=s-1Vi&p`i1NPZz|ETG59^xdMh1(T*0N{54)%XW##3?bcu{bPc$AhhVt+2yFNW30eCAP+_X5oM z#|$GoQTk!beo)PK^-uUycM`9_h*IvKu7@Yt;6NpxAweg&<&EGP_G+hITUK4mGMR~e zq3jm6p3TAwMX{_hp99rx1>?eRY&8N?29PYfkCLlmlU|-@i$veWr0S^tlWN|Hbz{hN zI141h-WOVY2+~#I`vL2AQ75YyE0XIJh)(f$ab;_WbQ`r0Y+qu-0i-&T-z;(e46*wl zcpS|0r(sdfM1M^G&6MiOix0xv80#)?dADc9ez|>pUEe`jr6CwlXI)GQmYgVhwJG;Xy+{9t#mvGszadmn0S*c z0prMgFwL`KegOaMBQhpa>swI%MD+OD+#y+zkJ9V?bUslF`_uOY-jK+URUb{^oJepj zv>s&diA!0*um@|iHv2eezKSJtm2Iv4bLe^t z`SQf{KupgVS&{!2F|6{`#E*0so2>>joDDmez$J;Gu-uESkd2z*q&C` zLi1TM?N6LvMZWCKOD>mDn39vn%WGps!KVT6Il3S^v@mzfsbk44c_$RUBG>EMctBtK zvC*Lg()|saea(fkc0X)BQKT6{@M61`avd5iJCjd=Bh2=XUOETieA;y`OSRfT?c627K(R~E~A;(>f* z6^3-ckW=(tiQGGR`(*KF7PjU&;2C(FXCiO&*Ef8N8O}RSBjW=kpReDXvT>(gPH|@% z#9yWH>1^;bOWzLh?D71J=beX}SL0qzp*;b1pXl!@_NgHH%;G2S(KK)Jcfz~`jc;e4 z1L^X$daX&eRoh)f&zz_ECZFF+)ABxVrpZBkv;sevjg#~7^hwW zD;^e6?j?CC*1t}<&y3r7Yo1dI^M0$hpGTA)$!C|5GrO0@z<943qw#i&STsbfv-!>! z5LpYC+BBbww{^7K7(bqb&vo?tk^Qr`?}>tWL=haH0iT>--W(tDRA!vmQiROwX>t&c zdz_R@_}5UZ`~$CN^Mt=#YmBFdKsEbJHb7>l)|1QS9daKG#~~P+^F7-5>m*Y2;L|f< zmv5#2Q$Ja)PQ-xbdb}39&xBhtRcFQIH!SmuNH!F=vtO&bn9_-ySt*zA!N;-G4)&_V zCT(yhxpAt}K4()lfo5}>k0O01T3jI>57J|MOs1w$B)p<9PlwGQk#W~(zm1ET}i!8oNOoFG*+T9DYmiC z%dojbl-Oxz@U+$*!K9|@WzX6+xZV%<749s7&pDX0g^W|&sY0&jwDBds9f&vic6+nG ze=gvCP62CbOuNhP@mR6gzw%nh?D{PBU4^}`YUvrX$nN~&az1k@PJfIuWm)!SI_I6p zWVMIF;1n7s?sxRLE*xjk{s=l`AI4`QTQW`@$1hvM=rxi&p@qVv`P1D-&`(yjn(9RB zFL7jo=sH?^YoLF$esgwLo)ayC(n5TA!{=pMnuGzXSmG1jvt7G=F*Rq@PSWDv<^@gp z))Y*b&IbRz4ZK*reR)Jy6dlQmIdQO$pR0`*o7H;;GoDiW8{BUP^{nx$&C5#itU{v4 z`F!>r@(eYq9D?t8C!RBhejxKNeE+}QZyEh>$DPXL&Rnnr?Q=@N&w9=~mnV#8*+2bl zK~!l7%bsxEu9Z*uWg=sZ`*nM5C`k&|Dt^L!VrlLzr78rN3-5v7iY z>1_2@Lb!+a|K%MuczZHmOkm}#p>4;;HL>@6S{_W|nXYC{Om@?+_gBtSyGW@XJo+EZ zTn&%s3Ow;VQJ@^J`d6=oM2s0my(N&^46~dvQ-O3<*(^IzlUx66KK47QchM@RYCPkw z|4!vA1BK-z%Lz)mFt|9@?2GBu++PFJW!iojUeCC4Kip>X^Hw5b`{}T;Hvf*+%J_OCWqT&sh^s&#)aXIhS4#MTFB1OJ;)WWG%#)F$!@-5O{ z4u`|l8pYR^;^yPLlkaY0)LQb-_mg+VIob3y9(TVUFV{yEBWMTmoC2Sj>~*ua zaR$%Lx5S)hSdBI%;ry%E@*c|{DFPPe8z1qb*Tu>@*l{%p$BCIM$dv3ES@)jv0?);j zd-&%ucsQMhXP?t(@-3s`^U8k9pI?B}6rcXWg#LQ3tbE?9^b_$PqhSr#28+D|^pi8l z>yhGOp7{{OTZ@?4b=X6VSFk1Tx^oV52@KBum}5kSci5#NP3~pi4$#Q=((0~X=>LV7 z^csxD!u4I)bt&-m3(Y2q@x8IMS)-jw1v8S(B+UH38oersLs>U*H{bn?Ty3@fE$Nry z|2P`f!j-<-9ic=C{OrNYeuQ>a*Z*;S8yl=)vw^fc2nr9IhYry~S7S+acE6wILm~c) zn!#?1QK1s{wShn(x@;xY(`ucCcgKivXVT{=p7@de%3#SUVs$bUUrxTPI(`glhmg0p z2so8~!}PkZmUFUBPTM|7^m>F3pMr;fvF<#56eHVUTiFuSJfK0z~(eItLXo) zS+qUP^ZoKgo_SwEEUrQONy@B)(M{wZ#XDw_>nOOlgHaQndZnJrskcmtYt0P4=W!Lu z{~*b726$nf^eYw|fRoeJdJ&K2vhPar+>S%9;AIeL=k7afP~X)=%fE1HqjJ|{-;Yp# zlW*08V$KczoNYI|{}&6j%6r zm2v#NKmO+XPgX=er1wRTtj)63AaJ8=9dUj&jSdw>>X7gyXckf?c}GkBX06C5ZPmul zCa_C}o;yV0jKVo1{s$6VZ|;%Y6CZ1PG`aFlENd_yhFJFIK2P7AT-1#YZ{zG0ST)$4 zH$wy+CGo@xYKY{o@n3eUyISDx#e7f_9Jbj#rL+g0xUo71mH?rct3yBf|mWWo_fwKtO!~DAf zI(_N&H6-i%+``>F8Oy%7kCbYFfv*~g>WdbGc+q3f`NlY!H3dgv)V*}=%(fr8{w{0R z#)S<$Ke>DIJYgIw?1k|Ly1#-mqsW&v#wTn0AvG^!r{~zd6(p{p=RI1#ogCSNvRs*) zMDjBH?L{awf$)bA`APZ0qT4zgy-3YcPR~I-CjloPKuhs{ zAJH;-0Xl2{4v}?`lE;XSce2z<968XnKeRlbeXdbrBTi(uat(jaB1h(=Uy6_GvFv-b zrt^fZnnSDm$39h?&ZXx-!bzZ z^NUH4Ur5#mVE6+$hhk?pUYUFxPa9{C)y612XD&L;{T(cvJv#Tn?R{G13Fj-g(i-Zw zvr7#gP{#=0TB)YmUj@JIqCn>MU18Ni{|A$-5loNbC3!QF-Hgp#NoJlIFnfg!TNq1@ zRepK_l7G;kG=G}Ll9^lm4YQ2Qg|$#w%bhUqLXsU!%7)O&O5?t)y4mME)gMWkex$pZ zG+ASKzNlJUjl0FM%+Zt4s1hGe_Ti~m`<1x;tzPP|%Z2!ucM5NciC*yKRUX~k99bTpku@bNt~*hId?TFZXv z8D<2@a^9K5XF%m19=QaQHj-=r336se-aI8={!_-dLZoS>zqMNIW9+#aqK~n1*2LH5 zp?#rz2<>j**JoqsND5{oLT-9_0GwD&!GCeP?&MuVI&oAu4@ z;dh|x2VqDHIE~ci<7NQa)78uGT0HwMX#LK&x{~G+^5p!%h3a)-m1F!>kL7ZPT2?f- z$Bjh5Q;j!Y>8TdIGFPhYPR=Y9 z$Z!>Tl56}%sGLH}v&4exVpK2kZ1sOuvmVMj%89bO=~0hQU!=b}r1%#%d+E18v^N@f?WcyYP#2U8w(@b-I%!J|cTYzhh}SRIQUp zmmE=RmD{8A`7kO(lAW}DUVmHhFROn}!MR2JI$5O>hrVFDJKA8D2oQ#P?#MNuTH8m@uY1#ve z3)5hZPsv636J3-0F6W8%X0Jk6*`Bq>n5*2ZrR;ScuTk(c^vm%}FuY$G%jb*#lI9A7;m8_OWeIdjb7E#;lBd&$Dax!sac{#p-9b=b!A6 zY*ZJy(wZM#0H>^XUd?My#OyR^Xx%RJs+*uH~7W%Ji;}+7*BiVR1_!X!B;`3!i&mR2dPPTiBG~a5w zI_)Qtrva8EW6nta@GA>l$Ez=g`ki#>LeIp?oLurCz7JNX2Bd1UQg+#YqQ`zL_$U58 z;mT|h-HTmgeg1+?lDFdxa(2+(vwEBeo2u@#Veu)hEM$?K^O@b{OX$}M2b(EdT0G5} zeAyN9wAQj#=UuwBz=TaK&`gOMMzF_4$q{-vO~3nUp`5nP)Xp@%Gha_@_`#{H_!!%6 z6D4y(?*o`T1LD(QcM%D)7pxXfEJ2oLY`i~2@;+!3-D+T6arnK4ap#d_3|kLzCwtd3 zr_9^&<7sscg#X8ja|+s1{{8FUZoW2Ae^pp4Z?x+3v#ip}X>Wb`=;>t6x2BUxl;;bl zi{bym>vz6)5`=~+dj-aA!tZx^*OPjzWenZzb8Yz5IV{Cuaa9@6dUy zaXe%m)kjG>Wq#U%hVS9v zA)4=@>u_UiGJgzkCA%@RpSFnJABIU6OwL^Q5@=;5#@ntviC;Bnn7lph)Xyv@JDRfh zurqrkd-c;iwhHM+;`$;jolm=ASojm|-{s?9vT+qQtAh>q_?@##pW@5=Ve~}0O~(Jr z+2|oGsRf5tBJ_5ad05?_M8B+zxP*8739X#DvrRuQL*jO^;@<-7e-KS;v-EU$tz^Sw zvCCQAh0HeJ(@Gn%O~8Qjq0mTwx0C5vde_CCbLi8?7?qvQH;ER@*z`yKI~DplbtY?s z8uF-|%-P1z4(*+**DdIG2~M*_f+H9L^}N|a{jHyw%W3yts0V$^8T=MGl5t*imCq3~l*;BV^;WXS%7KuE6 zxr0CEgviZ4-2AaA3$)lGi;Nay5< zznwiMXe0Tp#$s1?YOQgnC_lZC=am*Oe#VWuTDS@}74*9thm!RzJJ*ui`Fg$;Dt(n`I1Ivhc6kJ3bL!p%!s}H@$ap)fNsTpERN1ys?_hV@9<>|>pTakBXPILyQwPX3+ zV(5oZ$!Y3kaOHh$$@kzbKFxqxV(;HH`i9ktljl|F7ZNE-LiIfctrv7E)) z(B)`yeaNqpJ^wk#uE4qh>i??V9hkbBHGbnE&ysRX!7ObWZOLVjb2!7;gXSE8poGsCNJ!~eq-yKv@z zq|3=%e?V!0(%F0UslWFYj4a7Z*avFGNc)7JPuchaK70)?cvz8OM z8pE&+><%OUJ8)f(2|4F$7ugP^QO;1_jv1Gl-#jP2URW@q=ecoPo^lPoG!i4m7|$0% zCfPibZNHp5ze4UJx(?R%H~gi#|NjuRl3A)dn-o&(JMki`&srHpD*C??P3FP%01Vhb zyUD!dGB_k3`T0C~HGS)eU^$~_g%R-^Y{-17HC=Ps>=;tr?s~Fxodu!G_})M)-6=A+ z!=u?+_zBBy_LJR=v-oJ<82xEX_|WI)3gXmPI9pNswIF;Sr26xXy<{8g-^W;V73IE=@$KO#Hvd`MIe+g}QQ}`doJ{ijLF8^R`V`z<%g=N6PEK$99XcPwXO1!RC!^ex zSejbddDd5*5wOacwfkd5PHO&~)K`iDC#(B~u_z}z&B3%6vG76sdmoxpXwhGp^>~)^ z(I&wD2b?d;Th1kAGj06~yBjf}CNH>!N3P&i9kjTc47cesGoA%nY$&Q7Q}8V}JFkE6 zvlc$dhjS16Oo7%gELaMK^$<_)%seTXti)N`oTNrhzCD%y*3;@D?Ow~8`Bs-*l+_^J zjaJk7-AL@3K$>LVY2iu>{Z3$!?BU8eN;xN_jw`=I=ppTVrH!1BFa^sG_p=eUgZc7* zdyP&YOG_5ZIhjLT+oP|XVR@fAUy`?{SY8A}2a_hx!B5m~-izGo+GPJfixoN1astVd zyYkzDsGT=x*_(MQOWi9TP*w~qmO~&1xdKgXLJfU1kie03Al`Wno+e2jB z&2CvI-c4)CJo<<>HtX#r<&M)+JoR;4t)qwS%9iD=pW)5j#-rrsZX-tL8|V$B$osqT z?BAa!e#EkG6wCvjg6Q||o&w7}`#jUTDB3L z`(spcbo}C5UGm{R0HrhzKym2dMG|Y*A_d&lN-L50^O}s7N2G11*v#uiV#Bze; zD2$xSe!sBh4`x@%ciI~d?t=Vkj9G{)*A&dG+iCGL9PDT8txJ-;rOH`lgL%u*>^qFa zt;pDkFTBp9hU<3>kH~w58+guX^en{shtYq3J)ck3W8w2Zh&@H#WDov>t_`r}9~|wi z_v7g|NK4O|hqX{5bA?CPwJgTu6!%N9EPLnsVNVB8ykq$fma#2|Cm6K~^||=Km+@KEQr1zdwMJ3JJ;H zTPlT0N(&7{L&<2MP|9eheicQ#P)bB9Nh%o)8KEMHh>VJ~g-BZ@b^TxO=YKudv%cSZ zobx{KbMDXg^SSSH4kbmHcAlu)#Ms+0t||^UAX6VaIhT*;9!^KvjDTtd+$_Tmf12-G zl65n8cA>r`hQ0u)Tp#sh!R_oak`DKgDH+o9DJT1p%E6$m5qeoM@AS@ENc>Kt)JROd zj9S<{k<5E=>^zJ*875gHz9zvQQTh`W%2R_&jone-FMQ7w!ydqjKVVo%v`F5xKk;q6 zD0wakhmfKf_S{eN)H6?=)$@Hy`N}KF9o>*8)h5qdEPokHvTvrOIg^3xY_aJzks;Nc z3b``40Uws|nBo}T9LK)#{&J`sqR&0NHhDKY>YJyXIl1?_R=49s?#!f?%6S;_1lxQK zuh%fFJ?=lm2FVPQY*S7B_q2$8A>BXFX0u3r8qH4-176Xpi>pkYkFt4*Z+XS6hBiV_;nV0 zLL?Z6HOcq+Ef&6yW4ExvJ{sf-vXbvB*(-I5>#$5ox}3vXlQFQKmRI8b2IzlQ5Cfhz zW_C&6E}mo$_PzR-b#;~}7?)c+Dw6du5El7}TD34%buF3!N+T%v;rAPJw$b1u7%FxoNVPj6PbN6(Y=%O3v6`S78n-3|8!#yNttm0969di@KJ zH*mL&ak}u@Eq-2a{>179#!4RR>qV1c`c)#qD?D%w{^u-H8D5vq`*Yx)>XS$C)|0h7 zuz(9qv7{RB*{A1!qU8t1{2q>@3nIXGV$k=b%_oX}%!U*Ph0m8f^0ootpbB^gNWu^Q?EtR@_+i={S-f6|wsDv28rEXMDb4tz^b|4f9(Wtu5@&$HtcC zn5yj;*1OAXnd~!} zJ@13VM|8>k#am$A9D7QUc&u5fi*j>#dh-4iVabn3l>EZ2wVPzjqHt<2>b(s0$=c+) zafbI&J^cqbm*jE9*yobT1-Ts#bmM=X_CMtC2py_wwHVo|WGfjs9eb!}wK2 zRx5)qIjPc4-$uOmcAWUZN;b}{`}jmPEA*ildZ*u)iDOlG1%Q86BQ7{vGD`Wr@nlNBq$ zc{v+zF<R3f8=vTuyIag7QJe7ES?&nme$6Jsr$D*me-O3e8?qw~cV@~uZuhBSHLAj^% zs-D;3(qfFNiyxn1#M|b1iSNH*=6-nhfz>6xSB*!WtaV8%Q62Vs&{t)%9qFC@upxOW z>*Gc8nBU0WFY@&@>~=G|yiEFB(dBMya(Zm^erwVnVvgJ^`;HxVMm$oVio_|BEf_t5?o7anAnf%sQKi;8TL zN*py=E~nPt!I&&(Nu_U(f$&QJcACYyppx`I`998 zf#pb+=j7w*ktce?#H8e(T~3x0;Ga_ffANK?-u+AK)8Rc7I?4B*eckPF;8J>JpV+~o z!cnA8eEgL^UTM8dwyL!lU(4SoiXtEKp;^$o+V8{h;dAWFecIHI?nI*O8%;&$wqnzF zEHEAtWsJ6l1`}P2bT{gUWcdGGXW0#ZDEz-A+1IT4p!c%RD0Q#1-}786)X^f^h5{KY z^2E~KxdIbErro{fdWI&Sc

    • jT`m#-uR4!4s!;cwPyG%bm(_}Zw1|Gf_wi0?BbFIY6K6yHv3ZD}2FQ4sx|zT4 zprbPqq|gy-CDT_U6+#5naQT!(6pBc3sx+Y0}c z!HT)GiF8w4hOvuF+ebuG{UeR=`9>b%M~4iXpnXhteJ^Z3qT`{Z*P40vdx$= zUO)Q47+t{FnkmmH$gU8q9vJ0dqLbW5I;dzvd8UjyzIl(CctlaBi0mkxJ#{#uh%?MV zX@^ZVG*NI8V>sYDY>40VZ}tSK*HS;?w$|1(K5DqWA7!KkWj`zDO+u>+5<&<|%j?*4 zvp)n=5g~%>T26i0lf@gK0-H<9afWei%k&p0^wy1pX6BeGM=gQXb8$C+IeF;@L?Hdj zPqkY#&FQFJMzEhVj3DUKZjym#e^!yPV3)l_+&jmmD3uxUB#H*(yD@@^H_Q>#IYBv} zqW>{KGhp3pa07zdTIF<^>OHEqh`rd&N{K^gmYz0wcg!MEgsXSM082$f4&ne)K&-ze z;ETCM+hDdT|2;A6a<#at0dfmdgE9z9QgHX_X3%jV!mnWva0mhUYZ=_4S3+Ol>vcS~ zoq`h5pSCa_)qL`4yi~)@zxn(woyRxUZ5bgBqqWWWtqb5W&hL0mbm5$SD!i+!P#oP{ z1$*Nr%SNW$SkTk=0R}DU^LN=nhK&FlK;*wT2x*cMsnT2HDLAzwpr}lt@~!wG%lz-= zk*x^`im#3`f=MpEqJw)&M<)){N0{1}My8N)!i@J2U3AO| zhF=ac9q>JkNId^xt?!Kp$^Re=3$g97IpGbQP+@i58ZF^6YErUhFW3@FkETG6C2ar@ zDei<==nqJzJa8%NMMmkAPjb&a>%x9350ODp6xtq$-%1T7_-|mGT(Vxlh1{YAmWLYi zUV}mu*=3|~cBneZ8zrzvG=w16mUK1GGybB0ytn}j)n38==$`wEgjDZ7T=2XusCKZt`nCOuFU?BYpzns+Xdu{yLlx=1_= zgDv`ENpLJfxt>;bsKtoLVKw?2Nsd)d&)NtXz?xT#^$q6U9zboW4V`8KI2JL|5WV|k z0q97p_2lwtbYKQiDA`FUn#2wu^c36xhKT46Cl;>YI2aD3wK9}LYhkPXrXW>|wafuY z&3t=+BSxh(9vGNIaCT__h&n%n)|N+{&GK#C#RC@XYjX6@`A5x>qu^Y^=DY=_6-@B! zi)<4AUO25>_mAkG*Y#5v7tm4ix&oxvoyE>!tl}yG!26lm)R837y4gy;*l=)27q8(X zR2s(!c@BX`^htgDq|{1n)UL}|GpX{GVOIGs;7q-&%fxU-I7%l|t)O}4 zXt^w^(G^iDl2m8;dLi1(jyDr)ZdOe|$2w*d48}wex@|D;lA zzZ~g-`UM2@^Z-_Qzzv+^n%{ZXmBnW!*hhB@G?W;A5yxBmVgD6yAgkna>O!X;k&Njx zQuAJdcRzPhKjbD+NAdb?pkY!)-A%gu3HiMj&977~g5yKwoJ;(u*Y~Ekw^>+pXdB1Tep0oszOTT}LBS;!Bu)Z*V+;kmSalEqRp0 z3SREWcl0RC+?k7JDckJ$CwVwk9v+!0Iy}yy{hib@aqKMrF3{*#1oRzpRut1a5V8m{ z6N#_Ce25d@JV`x3k+cm9YJ_Ip3t^d8S2W2fv znI{V}b#i}b7FwL?pC(%{8;g>wZR)^}u=*S1UD1TFo~*5``hc6ApjWqv*z4}Tef%P# zn;{jCXJLkkGqmk(5XceiCJQ>SQO=Ven&?$Dsb??icV_^QZHrWK|Cm-NYdu%Ueb;R?d8;Hv8hcks686f2X+&^ zrKL++V%=vns0wtR&_D$YVzNyUrch$Rq>=Jt+8coJ_g-?CiKitkj4ljlvVe0WD-spT z?X$#%eT2LvePTa=IhbC9?@X{s@;arm21BXwI41S8HYULV9-kmjO&H>@HA;SY;VGR9sfchvlmcGXDQ zCEZBw>>#zh$uh*T@;LWkx?$R;oS1tlJ)MT289Y&SJD`jR#`SWw8Pi z_SCc(fF}Rn+(rBIlmpp$*S^3Jo0Ty$_n6EG2KfSc1;}EBo8z7#wOKsIfkm)Zy=1ar zhD291>Gd}ru5HKw(I4N{Yb#S&D}vv1DTaun9R`7fV-azVaY3$)@TGJ~q7jo^CG1W3 z`OqEE%Vg*^5yTlYZylt>jyE0jKY$Ab-qJ4?*yVp+bBtrok$Aq6Vd~I&sACo+XXQc; zoR5ZsAZM6A*B!ow&?Fm?eQ($0oZti5D!6~b)Wt{x50=xqb z3H5~@yx;9Z1Fw%_%MF$xT|OW84czTLcTTH0i)9@*20xbL^oP(tOG5{_rB}<1%NYYU zl#<`(8U7wo>A6r(Gd*n&v>V+b&3eA^4q|5J<+XxSxd1&Kjq-)0-X0soVMF(i&P!VM zh5US#i)c$%q=Pu4j;=d#Sjr-B86vO+rJq>S*vxySa#|xEVqina26T-7KIwUBt=db@ zO~X{u#-rVJg{p0kp@HZV# zQVWtm-8l$oR_!KVeL`WA50(?~o*PCZ*A~O~mRSMXeWp^tOA z<2KN{i0Ig$)I9Yl9rxBz9sT09GiMu(4`^-8pcG44reFRSEk9*rPm!PUHhg<`-xV2g z-~WYk)&n*nXEYu9RTAxj)U87#(2G}@KIfwDPBW1@?8Sqe=V>7R1yTuKXdmEg=mG%h zlHYnGF!Rrs10=VdrfzmO=e->Y&6CRdygFl=(LSqy?=pdE;92PpW@u5!dahq9&9)XnJLxkI=51sz z6JTqzcBSO-@fll8y2}s})|8QMM)fD-?v&$XK+olmLJWBSi7N!aZux*j?oJ$%|AOJW;e$u9ib_S9?J{BTrDjYUNZz@#4 z;(gZJuHa^uH*813&_;XNJTQ<}ZzO|1w%7akLi{oJLc-+Dm3V` z^UY)@Us7fK>Ohp3zX%aU4CAjq!B6F+f#%nBHK^u_ZCCkCo7u7wMXrYFR(b8D-U)Pd zG@BT9dbTQ)qEz4sPr-2n@s@_=J-gv4R40`ujFGSQ%+Pv}Hy)DG*?JS(lV!-nnI99W9F=4wm_){@&lKbxm3nKm484GEoIldtWnpD~G92!bdbG4mLE#X( z7ZaGXY-8$)TFguaV9m|HbSsfG>@=cNh1NmB?aVhOd08j)Vk8sl2_KCcB;M%)c`nPd z78p0#%3Mh+(ogQGe7^QcoDthW24@bABb@{wyE``?mqbN8KbqwN4h?{XWutCkD&ne< z?-ozEaf-0?%*nHUdc9kSUB5?IU3j6$Ri0UDe$pn2qdB1^0fUmw{_dNfEPlbub@8KW zAD<;4++Q#C|BXMe>1A%QbXQ^F6DMBz(a?K1D_{^b|fYmw4t8(Mrt+xqm$H9b1vT468GcY#$}Ww}lO zEvc2RUNFKkc)-dej4W#CjBK@I3&4x{;*js)3| zQvTNLO{MAOG-UaFnb2mWK|@C}3&9QiH;ccaTl}>yf%%h2?Sf!i4P#uPj5r5T0^HGd zI(&s%l53kfm#N-&`E@h_wJSVE(wc?Z%?Px}jTP{9)>H8)W8}-5ffmBe&-wmiDOmAi z_Rc`~zLuQJY_87PDpX@KE7**;wB@I4;Scb9R8&{Oz+F(JCsF|OHT9fHH;b>BJKoT5 zy&k&Pd>qz{rZ&OISTuLBmwCVUoVZo*a_ZU{$rV93c83L|AKXy(4k&^0eu@a8T|}@~ z{AL=#U#3?)fJIZ;cW{8^i{?FVlN!SZ@Pxk z+PQeGu~*%7&rq*qMpR#i>#uE56}H7-Gk$#9-Iw2yO!F4H5KA2y*xziD5m&_R9eEc9 z#;V1msvct9r8-lKEYMn2dU1GUCG9yEz^<1ovDE3rS-&|))COW=T|i;6fOBE)+|?>! zD0}X3q{$=BCByHVC`t)~7}q}rci>6C4^tt&OX-tCe$g2-7Tib`96NsBk!_)*R)b-N z;IP7_qA82vAZ0Yv8;em#4qW%`Fvzq3j!6FT;Dzw(HY~|9`tD_L2OT_JzXaj&ETNIb zUPFAZzKi?v8;+=x65LbXUm$nuV{Rq(dpQ1|O3>kxXxCIJ27=)~5AZt5XREd?brSp) z&c^o3e1i4Xc`|OAf?_2r?BpClB|cE@3Ho|~o(b3<{EF;>sV`HnO1NiynvfGi19fEF ziBU6QO)DP(9l>af-*9xHsoe}7sp@Re;Ub8~5EcZG(qzY?aW!U{;a z#N0CZM9q$UbcRkB2#8Vz!ar2t11bp+(kMs9AO|=P=4sqw(E%Bz#_Ic~F9phK9iiVm z)gmje)}9KY=DwplQUvF3Q3zmMp0^&q6umml{?VN4dn=Q7At>(oPgaI+`JOI=I8dy~ zpAR#7P$N|qcU|`VP!^*W++KgE@(M`# zsaB1gQYDeg5QiuHq4mpKHL`9*m+)mJ#14g1)R8YF*aB{Ef=MxRnX)1c9!IU__RmMm zb+AZ^F0;_N%~#12sWrYTWAoS}wR{#{&M_L(vL3e%(O7(b5Gd@~9vfwafT}MKcc#C@ zmoMO4Y=D#(s#qyQ5IYsuzOezCD)GdHBEM}DMctq$p&sBjYQ$aL}sKxqlv;}NC?z^;T2*0OlmX$QM zp)F^*AwKj3Q2@ejMWW4o335gwL^lMX#W1?QHdvrfdhLyDx~axFaNO+ZWh!jdjQl^MK53=)pEQh7$U@a*SL**;HVv%pU&uFASSv zG4it~7t<|^8RER^`_DCB1XJI>{QuM+*4IB(Z|T!NQ>ocxlTR-|%js-(%^#slM-%o} zln2;mie1-5L=zNW+Mg-%~F zNn65Ng8OA7N6X0*RI!thO4f`<>3*?!JRT}?AgGqS6WCaSW3=&45B|^%FT{Tw znes)3i-6i6H%F_pD!Nd?IYoo~jMYxFy^t0}9{!9HOJskn*nz*y79R-@s4G>lY@l{8 z0)O{TfHcKAc1gdU5}Bh0!%OrsSo6M?cozz98-vRR6T=Ai52}4e4Ba~~3wEFE84UT) ze1p6<6x|N7*D3y0x0VX(B(sb{?6jgve|UPD))^F(?lVCyM6pM+u7KAq!C69K-k9yAqSPF$%mgGlE+4Pf(=GrUex zdXzMeFL)U~dv5=`!~j_NQKPPF8CwuWrniKseO$8<)}ZKDCKD5_+L(#O9&rF$3S#<> z(UQO%Ekw(ZZn}?IDS25P6X0c}>E{Uy?Jzz~OsqcXMy)bwFR&$e&O4>QBVSjl6@jVm z?!WuA4*KylLk`uqhK>CjxSEi(c@3Z_N3x`L1e#`eV6r+@m9i5}UqG~RSM0P<#Kj*P ziuyDFv!7J z%bf^g%l``eCb3_jdQN^+SBsV-iA(q7tD9L+Oe)D3|= z@zsZI5>lCHyRS057&asxDa!v|qk@Y*gN8Qmg$&V|XBiIZ9t9d`SEIDIg8OT^{@*U= zy$FaeZ0&$@%Ac79@_#ZX5CbfpI+{;Ly$(TYKuls zSwPD-;NHF?k+ztk-7fTw{<~>|3gU`IEUkWLdr16E7l5jeMtrYm?B+NL=}eO|XBX)G z1Lu9nwv-NBCN1nZ`GtOO(j9C7;JWEf8q=~6BJ8#oBD|fJy!>?~I#lqUJZ9g4%Jh;g zsIM(<(sdm^HYP*)EFs(L#u_70RtJyu<$tPrK{bGnL*Ef8GfHSiW%KD0 zeQW1S^XRon!VKjbg&XZ>8Z&9iugyMug9ia`*s8(nTSQXk#aL&9&(1=RrAPBG2mFfa z#8FKj!b{8iAmc&pEq6WRpsSFntiJZh$m|g2q8iGBLs?b8DDW*wc89uk46b;<&zZ-k z;`TJyF#8OIRBY=%on&O+a~`BGI@e4cMBY{Xhm(J`m`~}Upv)f?=uSos2t549cfc+k zoMjF#NEUh!-O+^@km-!o^+RZWSk2Fgc6O`&z9y3Vv8ZD}S4$`xO;35+GJ9q0(HwBK ztm!+3@P4t5pqFL1cSWkv1mi+cT-?T5Il6+s&lbID(Qa2*AwzPgAQ_ABKqEbyEz@XR z{Ll(gs581nm1}{KJy8|060-7R$8n~zCg6>MQJp_`bcZHPo0A3zQvK85T^~+WlAWA< z0`AC?0S?^-8kSbhkSc@lk(BL(l0|rusH%*U81Gj3irsdjq!>l4hAguO&89f$!HiAK$~*d06IDwizm{wjflJY{HvawbYAz|`&o4gO>75g? zHMkoh^znLvE}RH*ZR@82hwr#+#ISyH*Q^0K7j3mJ`OWeji4qK_)Z~)_R6QgzbMTJ@ zAbI!!_d*ehyE+_6qAC(nuPj0u&cJ-D#{6?}(^4YKXw{ z$ne*Ft1^S(A#@?U2jno|CN24Th}#?rIjmv_snBKQ`nM76ptHZ!9O|lZb&+Aj2W6#7 zU}(=~lH4N-zYkT$0_2~+QaBd2p0S>s$#&Yl+y4l+uMDP;=CnzuI6W}h>(rk_=kA6O z+{K8?_E9(3Q7{SG@~jTFzh(b6sURV)Xz-&;oaxn|r!3-krfwd8%Pf-2?t$-XD!19l zz-zw2rAD2v(eEO@so?1hSt9`zahcUkZg9RpR-6W+P(@j4KS}#caM|SjoSxIaE^Mr* z5*yMe0Fl4ao*h%1jehf74fNp_$cMHZ8EP-rLJJ^@P{KN0N;#T}NkR6P+!^|4Y-^BJ z3V;^J^1O z{JW#HP9sD^ND!HMTkB(5A^dD!a7{AOgsq1e4l1c=IO&UL><6cpbN_4tA3V8fMIG12 z%Wu5MkCVOX4KcswSz2~@UO^_-o}E`~xZf87^S)Vrt_HoRXk-Mw{V26B{Qy{j_W(pe ztOPVBkGPJvS`Za5Wvc<36VVNgec_y5zU*J#;clDA=thb{n^!C67}W4*YI>P)_eDJc zwN!5>Z}A5{)h10(l=c5tuAyUxv6=O4*VG;4$X328?Pf(YzDct4OIyxM%K0CKkLAYy|f;F+Ooe^@7*Q^ZbVX6Myp;Y&^pO?ys&ICZE zKX8$Ix(>0E=@-S7jFv3TksyXR$L2hD#%&uM|AP8=mv#RI9&}@@VW??P_NMLt1t zbY)~aN6fUQ9jrMxf`=Lo_oW=vyah{}|7aakxmdCc5}4;OD;oT73Zah2M|KEkP+XMy z4lCT%Skm36NHrkNU!pH(zi=8izx>{kGw1o<+i$6n$NU(a&~x$d{In^|as`8$_nO>s zh3fs77cq_LEkg+N>m*-E%r`~Znvykzk+t;>6iryuWjuPeQ?~!AbtAl zo_cxp37cPFgyaCGM*w(U%8Vs%L=yRE7=TXt^-oz}mE*BYzwJLaJMLHXywND#e4HoxRz(k=e z5Y-`nKWI9V0yozjlo!bbUu-UW&L|~V&H%m55&_`%Coj+UjAxf6TK~%x>nC}Wgsikl zLuL`k#RLa*6Ye5FwX`nA-bD#^dZ_p$H0<#64!(vANaHJKbC`(C$o3!8EfWd< zS^NzNoFp(v$;Z}xY9Dtf zp;P5+;3j;c6|0S@t*^_5P#48A^L;}WLRf?#W`tLJ{1>%tzf0z^3u~aed#vq()Uj+> zP%Zvl&P2Ig7dy52&IJy^XQs!BCsni!CAAnNHu|$zg_z#q=$MYmXqWl=ENr&q5(OcsNcmI-?t(_Ws;jTBT?fX zx&8Dx&V*PNKczd)}Z{T{id$Cob=FGQWXbcT!H$Ob3{ z>#ACs3a|2*-qIpU)mOm3x_-dM%wo1deyhcOEj)T^_KpndskZR2KK_xaR^|d-kzDGz zo>2Xcse!L=q4{D}$D=6BXSWW5;{e(5gchT*I<-rXB5lmYc%55oYkFCo;~7#^`G#|B zD={5_Anq)|GxnJN({T`bdrox`1<46G+Lg*uTgq16ej=?e%VNEwn)^Mh9W@Qc{n`nZ zq(pdfgi`b-1GGsQ0DMWq-5NX_yJ+K za9!iQYSHAhpQx(~-ua;7JnzZLtmH!0AXQol$U)F|h|J4qp$#1EbuTs?v3FXkV*#13+(lD&wx6G3x}0J#H2JNQW7~U*8Rgfm5b3t zb*#0&HfnP`2BFdf7aC_Oi)bSQxPvw<6p{bkK+QAG`L^UhcU~5-7(@!P zsCdNR)#Z@GDa;)Lj4>j?AoHgT!pQl}7V(H!;%UbFqq~HG)lBLi@@(Sggwj;X*!IJ4 z9u@jiq*<;r$*V%v4!C#sjO%=vdO<%s+fTopS-Cc|LsooN<#{y77h^stvSfgu^vl z0ia9Gu!)seXypX2gl5p+zyhpHOuGpl&?~UEWfm+&|q`_nO>5 z)Ll4h*%~#O&Gz#M_?pp1_1*V=8Tdl8P;no9{oG%>9<$TDru`UUEo{NCcET!=K}Bzo zmdx#C{pFh&p0+SHi*qS!i2He&|98|@HlFlfFX^2#rMPw{aMmjM0f1`)0j|qUP5HjE z`Y@%G1@K{;v|Nrdioo8$iP(BkV>;E>BPUT1Lq02hAeJ5oYKN{emllVOJGN25exrti zicm#qnUgQ#4!PMu{bQKM$CS4v6q{!*u(B#%pS^~eg>z@1M%}M~jmj0sJ<79|qY0zg z7+mYf&zaF|8%4m3_mz-i56HTu~@dB$=E+Og!XIk))y2(OjgK z9*3c}5Zr^-sFQnXqq%L_^`;sWsFkuEe)-d4go{vHAAxH$Ebemm%p9%TXWk`{GM()d+Bgz+(;~VnX^jsGUa2A;lPo2-~6|gzbPmAX>@X zmoq+%`-B*fE(es+-iNs07kp<-LM?J++6Fjr`2$+2A4qU{C7e)3tr{%c#=!D~OGgU! z2Xc-87H1eGz2df*-NYY8j%WheZS12kbS(*|w9xXa@MlAMDNT;JY9_~y>I^U+G7!pW zvylg1%YNo81fZWoYC9h&9Y;EP_aw6I)HcPyZOQ2v|F9b=zVfIu4z=iSU!QELKFqgC|(P*(!-`PO&-y=;}rx;aP?bCK= zfE-0xI-C~zvE^@uKbk7n#|BXwIKM9hz|RT=g|;Qd3M<4Xe9o~9sDCXYxCPh=_OU8F z8t5-LeJk#J2z037(q#6B&Ms+iuurE=C$!u=_jE1wX&StGcU0#>qGWmb>r;G$F(`_(Vl> zI8_Fbo194oZTp?-)%<;pDp4!jCurE$mE$y2eBwW~@F5wMxEsU7ZE=~3_H{MQk0;mE z^3tK#^7C&ea?C=BQkvL>H=iYo#nc5u6o)>2(~jO9#zF<1w~e>5^9jM$jbuxY4%ORd zoF1MF43$>kT7`lXmfPo*R0{caXuv+)p6x_%_Ri?IxUvAVrO}mZ6G(QdU?ihD<{S6^ zRvT^y#VHep4}iVG`EnTfvVVKVnol6cfzf4&vX>ryp>x4E_a&8cp>ge&GOfM^<5xxk z8NIwG6S(r)%zO#`z20-bZ17=*^ElL)l~uo{i+trn8N?fPwi7W|n3Q}+5uR!!DK=1* zICvuO54q0@lV$c(AQR|68Lxay;_Of0Esd^cIj?V(n+X4hXB&(ks8>`j@}L{}BL5`F z3Vp*-MHmPz;?twh@kZi11zp(YiZ9|T{-Ma&9+;Fa#l=B+>@bsA;FHgew zGM2M^wT`yKSywkB#?#~}h>O=_IP&``p?>~Oy&0=EiOxG15g2YOu>3UVUkj|5*3qMo z_KKZ&$yqH`dBKU@st#JQ5Wg{o%S>n71yAo{4a?rhR}$f$&hWeqaH9+==41NbC)(6%h@iXt238*T#ee$!daYZ)9EED4#E!8fsCZ_`_IsRk@%7Sqz> z-jr~1%0qJN@kG0yM-rOMT2`V0u;f&Lyl$$e;Jyj$11Ajd=2w-rQ8f)zQO;coC0=ul zN$GZo{{qDywQt=J!XUlzKvlu2Rp$gAxbBk!=gMPTdaPJN6Iak~?7ine>)_x0l<*75 zBhr5|SzJ9*B~6E{aSZmSVhOgw3!$=1E!C^6 zT0_zB!Dt?r45Oy^+M@Jx$(C{tXH|KlfJNyELtH4zS3TGDd2|LTMfMp~Rvrtt%Hds%${1@Rs%Ie28E%M$(j@WDsC2 zBuzhtK9pd9dXUyQ2Mv?@dvV#a0LJXs~QpBud89(^^XVYG%hLpL0-C_U z*_ISfbxrd;h+As^j5laZbg7sPd+x~bG{6vLX^QVll}4}qy)AahJH0ZABGhe7P5>qI zxV4Eb*vrp3mbQZr6NpSr)(}n@B^-ZmCM{t^VjCrN#7RzFBP)KH>xBzVt?LVMW&g@!PPvN>dYdRN z@t8ILazp{$a#W+MmaW zl52&~4wk8SW8IrurpGLBfbPSlW*+NKp%2TG30z0=_2DBKl1iipP8;*`p$Z_r^X_Zs zy7oqewdtBZ20>ce3=u9_8OJm;*RzZhxkK0p+*hqMz;?F-P9J2T$XyexqZBO4U7CUu zOPljYe1ht`cJ(~t0g`)jv9mnqQ3sVjs%AzYJ`c6!@A&lN5^AAvu7g84&D=@Pf@Ic^ zl{)$ND_uZlCcFT5I|GQvIb?v!)^V2dDP3b;?iA}!#GDQTK1-^)WMd-~&qVm0^Uj`s zMdo#X5qk>dpH03JLr}yGWpxBVNJ+%Jv>5Pw7Gpf9s2y{*H1WnVuI;}g&z|yb-nMiC zhGd1Y{3MyS3zp=U)^j}2mNIi@jZ{@JxNMA~tqWt0hpUs7JpVXVI5@@2g(a5kyvR8( zN9rm8iX+QM+C!eD_Lv4WgLMxZThsUH86RO2lf+S zIH{6ICR$)Pl^s|(xLTGTT`dzD9`ALESZG8giDd92UsG|Hxm|-@KE1Mbu~N4y^AhmZ z2zGKoiBPvvv$ct&)R^lgqIz`&04?ZrcreOq@mc0&B22PSPw9 zvHw}ZZ~%ztCd+}Pe;aicu!{GquHlc4?r;R~L>w3(QcdHiq@>EzGVpiwcePKx3C(8k zzPbiLpqG~a2#2uAlz{kVq2=M7QM6t|BDzU=(fz`Vxzhz*AG3Ndg<^hEf#fregGr>$ zZoUP{0DMTR)i^q8rwwf`DXEXMYIpMDN2eG*(lF5G5%2i;LZ;_Fk1H|-H@Gu?!HD^VocFM z5XoY`+}UfqSVy~&4XUUDUyE;bRQb`s5F&_jq!2?39;CqKP*0Ov?Px-O9Mn^Iwy9^m z86`1*E!`a`3lvsv|M+l@h|veJjctynTIP`&3IB#Es%8H|pR|Wo?dZEPy`L7@?JIvL zHE~0*HLX@Ep zpGk%)cU_{Lo-7?OfsG-}ou_C{cEi?=R74$LKX;W6a3h(eaRl>}UDSl3RBkv*vTjT1 z!x)z(Tj*-d*0OXJTXEuMXx=DY0Ifi>^cn+(C=P5OJSLm?VCiA?)nY!DZ#_POVehC~#rM0u8STpBXfl};E^x`!IjZ^lS0CB$Z zc8?GKQ(f>KMerf+!3--GCL6rKpv>Ik=@oYfQ1qt*l*#vq-HB2+HMc&?~)Lr zrK%;p80&VJ0u3UvX0yhBeGdvjC?M#E>57~gM85U~m>NCTGYJ#Zj`T+1d$fJbs`~%@4U9w5Ul?an2$fosz(_*&RX9 zY9~$%dn22K4B2(jsf~k1H*p{;&X!ZqdMm$HV2Iq3EqtP7$b|7;IwEOx{j{E3i_uAu zwVyMQ_R%CmM|umtnjJ7mIbx_{{I;KdfTZsA0-urX5u;c8I$L5IO4Hv($JtjV*L&E* zkAfgLj3JcP5lGM%$WX^omt!|`2VIo_2LN{A%N~M~wNq*==FyOLUnuQJi?|fz z3O4fG+y_`kMU90~WX4sTtlZtDc9dD62T<0jG5E2WYv4>1UrgHBwY_uIk&kJ0Q0>SA z)oOj}5fk7UQ*o8TeP#%)GvBkWW|9IagDi8=I^HtuCk^krTLb2Ux|{jhtmH7(U61DM z@GWy5aJVUIiClVd9XFv5Z!+1QN7w-<)2lEinPFge{2xHjOca9~Re&*08;7i%uLAwE z35#_I0giG|CK^_yU}P+(p11B=Q7#(j+0%a!0mFj^ou(U%asNa;H`)qjmb2s&Oy$m0 zKTJxLq_|0DWm>Ta$Q7=M&~bOBENxF9HQ6v4p9LSEdkT?D9r#ZuK=>DAmS7KBN<8UB z!f6%1h)i9-LXhN(XWN3>=;y5;%~&|(y6Bp@YH=dF(b~b5ez(5uOL5d-tr8?bY{cjyjt0-VTn2J!B;k`ad1cYbcFIhQ266?o&dlIJ9R7g^!9uX z1^S3clPM0!Qp*Gcm9r#f%M2ZI7Amsjzrp6*rAxKn_Bl=xjZ9K#ulU_=J?YFPF-9~p zW>3RpcA~0M>F!#^F`GLzHPReb~KJ_DrZf6vvntaF>=PxLFrTtBw1gUE)VW~|&a55LkS<#B?7A>8&dvKt0f+I@T<}a% zb4$|*3ZcrRcTkZw%v9fS4Jg`K@r{q`F2A1Yv23Sz!2-@Ma6=M1BkMI~Ftvif_AfU! z)PW8pys{04o@66q=W4_E@i~ZU&IbOU51i@;7|s-a@$k`X|F4x}R{)eaq-RG?l8Z&K z_lyTZs5wsi-mCE>3@cj#Y#vF@`1Fwc6bj3P{s!#R0;&fOuzG;j)T4&gFXfXK(7(X@ z0!?&=T~9o*ZqX{aphgoE_UB_>;T7`lk}?nal-yh)**e3OE5?%7IHWGwNIN5cGsg)Xi?xS@X9;ok7|o&uXB2S%_CQrvdRvNTY5D- zqr;j-ML&1uon_1p7)=3Ps{ABi&6=gdm$0Tvg`WAZ&%QJh60`cuaJJg_T(>-ym9yvV zJ3kG%-E#Hhm_)G%&pX1@9UUmQ`1)*ArT^deW-8S8cHlM>Zm96R<45c%QFqi zXx>t8u1h|xk&g8nZP$O@?vp>zz>faqwNh?uz^Jf!y}DjFth+W=67Qu@gfhD75X{i$ zD3vF1>JPe_P>nd02e+>N*&-$fI=A7H*}WvCoFNKX0atpFV#i%jZY{S5RdC|;X^hQ* zk;__NK{bcevv;7BtDLLtAg{pOn)3=tF-6CGo*c*to}s_N)D3BXBfbGrt_n^qmf%gEb5aTX3A3D8MPcTXk2Vg?K3bbn&n5hQ|c5i7V z2^f>2exBLL6FXp`aBMp&Qw?HSAO|%S>hfA(RdqJwTY40p!LFJZ#0);$br1iu*J{AL=&I8rs#@# z^Q+1r1nd3DAju~k?S;x{t>DY@E8HXzW#cV7uKRr%zb~yZp~-D+GkDR&?wl^U!BMV? zn*I%4a1}F7)5>JalHn}X<9SU!((xIS+0`x`;7?zQFeqt>Fq5~rpcu%|9hq`5Nxs-A zMKX(=OhlHn`KD|^q|=L#rn)i?9jHX6He~sN`RwH%v5e({u*OG1GT=pJg^;JRF&$Io z>wzld*wue_d!xQ|B29X0#E=MQI5enny`|QaRoijgF+`# zGEFgqFtMI<;E(3fz_KgH_o0L?QPoY_!S4dAV%L+2LPvaRtiGHy6f!~DrIG#lEpU+= zk`T~z{-`Qd?o*HyQ!QoaKEHUZQHP`Tn3d?woRFcfd5wK>{u*1FEbGxOEJBVQ#d38_ z3uzwf#fsP5+1ir(m&XzW^|wbwz$TJ`DhHBHHAhZ*5=o|i9I{_VDKP|SVharOfj7L8eXrNF|4Er6A?|PDrTaBw=|g4y68>3%%G{os zuSI5G0*``YrHi0QPP^4I|U$xh8vM?%o zS3@9QSLkl=vPlTk42AT@CGDZS-+gz_i}?~ev&b~#Tpb^|W8R3sJa z1{6X}|3&U?W={F6a=q;LmHHX_)k(+88R3JRYblb!YbZCq+h%nsy(=+NblrD*+t2YW zUgSr)UJABP2$H@YOJ0Ma5C{%{4Z`r|9*}Nk-h>49;eieFPocBhhedAZUXR zg5ICi-!>Svyn$;f>M07Jaaqyw(3vSntsXTvbFC8ZCaJcqi|*UD3Xh16BHXaP8|B=E zuJ2Ti%HcqI%rNGM1~eLnw{Vhc?b`OMZ{+S#gY3&AvEVr=hGH7r8_W=FC~7AHJ2+=% z3zpM?%Qkyroc254{c_jio?+C6s<*E~F8Xs^fDATR<{R2Jc`SGR#4KkNDt{X;*IHt! z)Wo+)8>9@&RaDbAdNeU;=Mfb6pIj7Id-yi-O z8CxrdB8Y!P|sbxSCsqE3C4AS@uW<#IQQ%o&$Mt=d&aCN=eZLKY&U7&pAafy?Q&9bk61 zqDcs3y3;4GR3x|n5J2z0P@d=c=Pr0Qo8U@=MKhf_M5yhr@|--37ws~meU;%O6aZO3 zi9vp~D?6WTOztidM|-LBlyqK#+RBdLd-}zLHLX(9Gj2ElYT0r@wG#XJnwh1)Y6<*| z)wgMglRQe%QM|uOxS25G>AB*ux_$QWnT3uohn8)Kb9U}+CqniCYTf>3aD;S9I>*LE zWjp;k5SZ*ZL?N!FM>1saj)i+~v=&h_97EoTGe=YR{$+pabs)i0+4x2zN47E?9?6Mf zICUm-Y*+`%pM&k666jQ&t<(*6=iN*S}aEPzO*^22M3Nqpyp+Yt~^7}2UJ zrW-bJfAMg; z<|Wo9ezC@)EP7vL6!V)pETD8$!-Ba;VYeIA`1vRBB7X)*H$w)du#)8>V?{ZwM?0=nUr)>wH61VK5YK*LS=@&kO8CW; zi1_jFGJ$uxLqmDd5?7JhU`L9{$lNm|(ldfD9+eN&MdPw)u}I>hn<=iE@v{`EICp`` zaFjp92wXxwm+Mni9Lj2cqqvC&b|XO!Y`3q82~Sx)ON#0EWJo|5$e!qNODTf$A=Qi0 zmi>;l{ZYiRoVR5fmWce8jw71z5f81DtvlPgUyhqgT8;W#l_9RG=V zvZL_gcj@Zc^~^fml&&mkjki*vfN*jJY{{@;d3?-TD@(OE5K6-MJT2r}al76u;0A5m z=gjnJ1vbL42Y*)9maL&9XJorbjAg!7~E+1YHzF)O2j{@te84mY#%5RaeU z*pc^`7UI&d`@HTMIk(UQ8g^x=Y>2N0tTs?>eP{YzhZMQ*SQals8zKRri7&K6rp<*e z#tfX11^QkPrU#KeKa@u<8yd5>Tu|B0vqzJz8oJE*SkI0HtHq3v1g!$ znsn9^dvVCR4(9Yr90n%bhptypkSacx4RVUMlF1c6XrAr(CUO%rly$_%CChN$^;hOh zl{vSRW$d{pW__!A6Av81Lm<`+RXH6S-WsZ3uPjmcq8ffLQH98^Gw!^8`^Lg9*kvW^ z2hnszF3qS;_c(?y7jGF-k-N%6#f^=+KygepkuvHyY<_HBDf@1~IA-WUob}i1)K01r zcQ{I=1UpIntwVo)KV_l)n;bqZ;+oKAFfe;1kcHHJ641lbi{b2fX;Gk;r5MbuVnm=v zCa!@%lsz+!QmxM01o{q8=6?sn{wA?ft>TgJ z8At9hG5SHyf5ZC(r3+i9C38Aqugkw0W2mSor0mMeCaGdefX{B#h6Q^KbR6__bq;A* z(Wd+YPDYCBS!T)#uAUB$N>TS1zzxzt2+Nn~ixM?0+^O+T$&rAHqGO}wt)Peek;TI9 zF3e50wkJU40zQE!kh}$23>D;q)|tVsQMF+W&vi}(5fq`7V7{w;sMTk>C*Y^v74~J^qPG0q0*k z23rN|8d|)KB0Sb1&WtrfU}ITh2Tae~eoHO|+*)_Qrm90G;H2rM=w)4=(r=I&MuzN| z2--pY7XQ#LO5by1$JXzBCm$LB*l@g4<5X+v$#X*WZhxWMQ$z&znGl9g*7V8CzWie6 zWoTeVbAcoMu3JZuE`OhY?kRd0_LVDQZt&h)5rOjTL$0Kz8*5;W|47iSozlz&_w$Sf$Ac{^KLl(re8+8aCgj_tLcjN3ckeGlc zNbk?$NUB+QX@Wvg4=wy2BZGBXt^akfF(Ahtp`{=F4@HxsQI+OD;X)FNqWgL9vr}Dg z$Ar{tq}ZCcV0kl!%j8uQ_|0LI^r!5R0Wo~ZJSCPr;p#!saTJ!8trMMH;ba>^QTV~! zytvxWv~_ZqS*&r8{t@!hN#i_VZ7j6#pghkcq5y3nVnGPm*z1?$)8qrQ84N+O$pmhePI@kvDJ9U_dWr91}PI_0yzZCf6klVPVKobV@j!kF!q_@O5M{t61fGr z>xfGv;BF+fe4lgu`vuAx+yk*V4Le<__}&DQ2#Zsftzuvc8fYX>#gS1Kubs{MK+HEV?>C1+3|IR3T-ojS z+~|I~{m0>YQGt#Qm&sKEtr?dVt-LaRubJdDNJac^Ist2u3 zN`?9Su7#@|{_l(5UYtcYelHMKt*a`K0|6?&w}7*K?2g_q0>p7iUiuYxf9^p&D>W)kSn-mvvgjoby!<|0+l6$_sU1Tt@8)q`S*Rt7)bQTso$z za$Zs&G*5g-)Z`^JS8PC-I{O37?x^v_o_Io%rq$9Oi&u3V!x6I}P$s#<>iAiQ3C^kk zRTJXAHRqUyHEu=ST}-N2`LV@`43Hrk_8MgI*3ZL~$e)xw#%3J=mPE=V&ZM%Uh<5M! zxWxLORHfp?Dk+hMlE9DDAanoi&XA^xEBx)CrNjcA)!R{hQ5GxA$=xQlI-e-(ULPzk z*!@!wRP*>T#sp(#GHiT=;v|08>bFVps(?3NE|O~OO}(Kil@QBBkJJYtu1w0QE~C!Q7p{Pt3JyquP&)O4-vm9e-_7*s!guEO47 zS7P-`&&B_xUxc{}0S-*ZH@v?+3DF@Dll?Z+&%c0%_due0J@|B-$g|5q#pGg3z3_Lp zc`_+um1oRX$jv%FWzuj1NA7rKjw4jM29KrM8PAcZz3z|V7<}QD2u1;g>_06n-ejVS zPNS&e-5#qoHWJBax`=^2q{1%E+_rjsD~}08g&M`rE|iZzQSuG~LChuWSZ!hmUHz#O z*>}j>K7vER1d|7BJ$s?R;qeTA5=sNFzOStcx%mqmb+vz9HMNNDnPG9Yui$0Bqjx5R zUx{ab^}}2XW|-QjB8H!XPKkdrmLJbIq0aG{UVw8F(lW*)Lq(z0NSvBnkGZK{Iea(b z2D$3Ifldxl@L;aj;6+Gp6SXGcP6DtsEp`*^{w=`kG$lWDuq`vAe!#8;Jwt4D*%~!AD)50l7hySRv8EzH+oi+UOCN$ytR@Yh zXsXswzk`2f*-~3&q&ZI10LrEnucnYkc*d=NMw%xlD-EbX;>Mt(G(lO>XKC{wSV zGZ!q+$0Q)x9%_fj3LA9^fJM07G6#JFU>7C*(9Dxe<0yt1@a1~jXjR52bAvB2>E}bd zkGU+enOmiTVGKzV&r1+FDRuZ=tfPLHTQ|DE3MnALL|!@T3p8gD$}@vo`104oxVC0D zWQ~^0%^dxN8(%1}9Fh7@TS;#SQ=Th=1iBy>$|L{%(Y%}rLzevfm7H^gGh+)WB19zx zwStADM_6x22r*D8#%$QX0Z=*6yI0!I?iv7j!~G`sN| zMD3mGO(lj!hs`a?!QG?{>}>JURt~f_{o9!Ok2$D(s^EdEYGkvun}7^HA&YDpHG{-& zb;mZ`zA(>gJP+l%I20RyPzcokG<>x2^%_P45bQZqLCqB?d=&kcJ1}U4c6O4Yh~sFd zPNjfFkfniR8*F2M<8AWdcVQMNtL6df(RqFp%OgYzvX!eqQ!k9%FD|Bg4-{2$Hy6UK z{()IIi1_(^eWqqC5w7HfaBZdNOSGee(=?tw%UzQ^j{L(w_Mm0=OEv~4YOi{J&VC;n z>m=mOO2=NuJps-1Xqf+lIPva4S z)1S1cqS&8q9ZsVj^miFP5fDdvKTdCK-1DijkSIfK)a`$qTwr}cLO{YNZs^|Jppiy$HqD+wE~7cxW2rDhfiaI~$kH z2iYMKi8PEp5aan7#|oqtc#mQ9X;Q5Z22Z#w&V4`V|1qaIC#T`+`c99g*XEWzTzm-y z&b!?N_p|S=8vmj&ES8_426DuP&B`(tZk*lt>exyP~<^&4-hD#VHFOJLG?Fa7gL=gP{$-@rV=qOqL<%nWjQ{h z1O?hkW1ZvmV+kKEnj68e9vKjm6gD-nVRbkgiYH0-JQPy%jwF(+2WQh`>UXd0u9h`ILB6SQarszuq%X%Q8NjsupMJ z=iKh+`XyP&Iwyww?Fc$~MxW=gP+Lw7>ndc(Mt)Tz6hKrP~k{=G%b`1nH2%~K3nSF+slvUS=o5|$g zP&mWYFZW!kNG`0sTJ$m(%b7p_kE?3zK;ym_U`;^VMp#9)vE#;uXe}23_msCoM|slZ zi7i(qXC>7J+Q7GG===fO7q>{TCoJ=rJbzstLGzVJ8*P!1=xWM79!vEsga({ z2C!3|pM)gdSNP-BkW_WEfKi0aV1o^}S-9bz^l16wsak-#0GSpoR%6gCyqC(z;DxJs z5m}kw{^4EB_Guo`b{lDg-4d~zKO=wLR&6;~IKufB6zVyYe~PhsKQJ6u{{o~He(#}D zmA-_VT?*Ia2H7gGnjNvDhcI(Qol-~}PN{H!wj7MTN!&PikRDM(!PZf7P_@zWxoaIM zF=hVhJ^PH|41$_|Tz6IoPMd6rPWzZI7j9q7_XGhHC;8lx`0G=KFNRQ?#j3u|+VBgl zf6`UsVKe`$8U-L(<_LY;kfbA7nYOi;T@g&m&VYO~Fy*jt3D91prvYA6OQF}Quu&24 z;TpTm?-x_BngChzt+0gBF=P42&85{bsFJ0gsbonKEL7({Bn|OtOvnj`JhV}D?QE@w z&kK6xN=Ib)n1gk^KK9L&tp}@3*|s~*823u*Acj*7%(BWTW9~*mTF;r4dpJ&po!>BO zUPZT%srm$lGc;RJiPvI&MS3O{bwg9m$1-s(h3hcfCRi@-J4B2{UqD3aRMPV-{0j|*q%!Tv5P9y!MkC;TWK zwnd6pRzcq_-(PtW1gC~3zS6pMV4z}yU{jYbY(KXCYF-?bB1DkDsi(D-k#^q*2Asw< z(?JKZn9R;~{g{W93*}~JyNgaK7K;cR>7X=q7fNlm^V1O*tuXH4HVxR4Ei6<3Eg$3O zybXe4=Fh2+24we+ejK`YzmruJDzm*P?M(mo8RRFWVZ16$_fgnlkGuxu*bgu010h-z zvHEB(HIdY5k;PJ{t}+-&U_$vc!B=0+2YpA>kv_~?yIT=t(zr2QlnjVpF;`-*N3vg> zv2LfQYW**w$ETzs6>-J82LLEt>Z>smGk1@r*eHgRNe6?QvoN8!9V-?IaZFrd^P6+3 z9j$jopBnJ%Z!3m;qh7qBqs~D@8Lw89j=>*!fkms6(p=N3-+MdzhlU^ohY?0 z{Qy{j_W%VFp-6vx+i!5@wgDIw`%7smQst{}*XlVxTapfS``&-5W!fJR9HelVVPHXv zp6|29UNr^^;R>z;jYXPb9+nepUyblUsf!K_&NpkS3{b&Vzgm8!^DUJeBcq^e#XT5H z?o}h0Nd5}mk9l`2c~I(BiP>7ZX5+N9Xp5#yXa0>6BhpKyiU0=K%s;$dyl9c*y$h9$ zV|SH3`Ve3vu&ph)fP+^d%~I~lOkmd&3*{r-Ut!alZ6PsUyGGs99U53Z5R7Q*i>LLl z;nMyhYp^|gb0-OtA2wV={qN{JQIqUv+OdRcjG7?_xk7(H)od314%3kJR=zB@2#U7& zjX7|g0d!m)|IO{{ikr;Pfv}nxC)0?K-2bwj7ZpBVjB{@*013#%P)~9wn+|3<+vMQT z*1mIFs<6w?$I3)|zdfz&tljKTGY4VxTm&?*>gl8B_qasd%xT3?Ki5MUiN`RE z@oCJhGBK9ZxT{o6P#pqk-(Wb%3#c7eP+rJny)E10d`^gjOq;<^V9pYRlPDWWilXF; zeT<(`bUgVg`NN*mAPhW3QyVP`;~|s4u1p7#W5eDmrpI)THS$_W$5qOz!4Zm?v8ZhLn@kbh_X4Kcct+>HKglE3sZ(N@3gL1`->K8s?o zIkO4Ze)6IpXrjjX4sR*bJ#%~$hF?YXFHW7 zRim;}TF*pR>;W5d&Q_9&r$#d7x00+cmVExpd5uafZRA=Kusp%;~)@`zKU3L&%IzVJ`3)?DMgCW=0 z3BY)vw1oamY|8-bvdahavL2xM&E;0)sQWp+O$@=}lG-r)fBn2M0=r^GShk}H#kKj% zLESgm;kRVrMT-qD-%@j$dj4Q+po0}*cYUgL4k6xVY0h|Ll>xL;LvtjO!_Q02VsfBo(Ut?veN_BRpR{zFf7&BiMksJCb1?;v!ad)AH)S;S$jq&<*huMM$Zp}4oj?#Zma?i5Rn?^`O}d&e#&bjY?Bx}&%?Uof}fP*U4p--iV>K( zrrT9{pV%6YYWd@+%JC`PYn|KNHIAv0aYI3-+Dz!N2-bfsKE>TDef zOmyGoIo>OoX}NmU+dOic*!*1rjKA8K^P($#p*P4zChh$|f1|L9@l2g{+WE+(=Q9Kk zsndv`rnfj9UNO&5RchyioA#3IVF&eyHzbS73e-r8MDc3$GY6Ac2j`K8Z(Fu*6H0c@ z*e=3ubzPyyCt|y2;2Jx!su(#f6R^bgzGbDWb~F1%v>@`X*kFxLOW)KS8-iC!-mZBL zmv{s{{!l{_H5gD&G;fUa5!2GZo}fW;^?4k}+zKz(>Zw`Y)^^F|Zt9>hE;~OZXl1J7ZPn?$ zIr;zMHI;cJT1SKdrvTN!9Y${8pSq=F`!^C5DvWEsWwGKEq%-OL?;MFaWmjg<1imLD z6sIUF(z>a=6jg#m93km_K^VTo*_{Z?GUUgc^@}9X1C6a5vx# z-rXb%U)dAr9aQ@a%aQdEO4S6-&c=yA!#eM5l}WWzv7SAFX@05jI$FX)ba=N83A|vo zV_?yO@H%-HoF3ZZ{vhw0W+Pmu;0|_LiIZLsdqJ>eBZj~pDviX^nL1o`6sa1tMehCC z55z<#uSkZ%5u)VtB9Lj`0)cTlqYoIM^@|FbA8NKLh{7G8Po=8vuNC6UNek)UP}{ z1&L0@bo;I3);fz`goM^l+I*<{jh89K;yH$NDFnrxewGH`iACQ$VfGTAGYM3-v$V}T=no9ceFLHGK5mg%@7Z-v=($Bxic6=~S+J4`S|e z$T!u4gyu>QF>4Ib1(uWESb-;)`*Bh1f-b%;&UF(}6fU9r2-!P^+57(du_g`8ftQ% zJ5GxYoeZ-0Cud=QzJ;kw76?Uu)ai%UR9~66hy*(yZBT9#UHc)UaMrEw@|~&T#yK-t z-SfH(_KwraSuc2m7KEhb6|L!Jt@3?pNVmiNHd3*!70pkMN76=zVX;6EM%Qp19K2kE zfaAsdDIyC$lc}a7-01O`h*Ke(2PxE+`cFI(5c3K_yE^ktjqxUnfQr?(Xp!w&3f$Q< zCrRfFg)(cVCmSOt#UUW4*ihE)WX*QC&WXe$3Ie9mqo6!Lj77*+YZUENSLw+BZLU`& zq`%L0&HTFJJo#k06+^FgQaTU;R@}eeE#w2`u8?yEHcsM#mj3cwMo8E284f(i8C&M)*|qBXg?BRw7` zOXT>v`zgM{`X@vjYC=T~lx3q&`2x9K*uG~61!cLLNRR6-@jkbJWZwrit%~_-WO!m_ z?lOy(j6MT?fP5ZHZSkb>LTwG-1u*jbURnuQ(k!cFdE*g10(C{c`$>D5szSI|p|1|9 z#|V49R@9?En|&rFjNJvcA*CwrGgc#H`Txz8h+e*^rL*7Nl;sy60)T;*k3hFu2VzR5 zBsl)U+z!0gw!x$66oAjpnCFvwomXD+ZRq`!z2%;k#H}@%Ng<5j|A>^|M`LW4p&Un) zS0HCsGhc}9;^*?cofF#sYT8}}QdW%nW8~yw#6HTUvbYM9Zo?yi{QsFFzOcXHh3V45 zW(zFo=wr5>3etdn&{fqO+rOjI>Y9s;RK4gor1WA>c^5)ZOsDeHm79Zoh9k*?z53K2 zUfTWeEDk#7rWgb%{;27LU-28ad~RPClJ7@uXJ2&$@8#UHZW;>*5Qwos)$~EKdh>M; z>kc`CRp#JJ*b~nF!XzlViy(KTGkgIxon)3>jEYKqazZNdnCKl>7rzL5wHd{TFCVDZ zu$Nv)EkAE_85c6RB@PJ|wLgr6NC{AyGgka6=dedJeAj=eds<3F15XR*t zInxgu4Y_|qj{YA&o8DzJE_jUJq^OmWP8EDZZfbi{-w{gJ1KxZUXp zl^u!Mj%&eH9p2CAbjKYO3!)0C8q&ljT^a=ZA!C~in_%tNw4og?xEN!CkooxXZK-ga zsc|534)vRYhp>dxvT>#rN#bAHd7{oyk?^j>3muP@HX0Z7rjeHM^2UPK=O;b*2lp(-g0DjAV|Mzpw!H6`FTKo0A6^IQybrDF@cayB=Cup zD{Y%n85qf>1a6&1Lv1{+@Z3-gwr|2|@ojGiaL)EQCJ6v0&myt~u_4g{qFvcsOcO(q z@4O=RQ&I(ID>G)vRLeM#+qATo?7y-~ zT)J>{c#E@uv@UJm?GTk)U1V42o8EUb z+lY_vdEy8;8nM1Urkc1k>=4auNqvnv- zsqULhoq~+G7eKwaCXlZK(sL3Bbw37PsXUL<_}!b{vfwvNg$;O%K{`B7JzY`A3V4Vf zfDYe`(Waht!4uFiF#sCDn4k2Am74S%K0%jwH%bAVwZ#sh`~g)!P$kPJ|6@qopB~TY z`I;b3Fr+&YN(H2=R}6#sftZy`JvTSY%1l_NR41#QG)GohZ;b~zLXf$dl}1r$|#gNmuoep3h{tvvXoNEY3E4Jql5Fh{s!L|T0y8a zwqx0zN&<8+q?D&p9U88|%pW4MO^ z`HPs*KepwaK?ckPOR>^UkkC6_Hq$7n*-E`41-=+6fNXPiz9BW>sc`AYR7$NjYtXMUReq17qA;L>;zO66OeAv+9;%@;Q=GS(JMc$3TSJ3c8%{`(30pXCzRC&R_II z_1OjfQx7NDkEnJv78-SU9*!)va?*2sXtGT&LAq!zR5;ahsP5=iVk1FnkoCp($WKs^ z#Ncy`vBn}LDuCNvHbnIRY=>Gxh^iV?>}R*Bl(y*!$04clv7JBFs>>Iw96qjUXTNCD z9>#^SW_h8r9svaY|3>Z#R4uw}m=0r>vnL^`wx!5#=|1Z@ zW36m%#FUshd2X7$;c*8jWO4}>9Zofje`Tli`Sx+7$bj{JM4GU(lhqO5r&K~K@_Ucf z@WJXqVyIQ_LJTwl#TJ#P(UqR(cIe8Tgu4rgM(G;HV!mgh-j*EqshW=qeK?Ae3q9Rq zPb1k{6NlB*4(ykE>f-aT7^@r8-AjLolUJ(7ysh!NdjM(UbYz_ z!kaJzkwC~>98o%NOMuTCC2{Rqq)bHc;xTa|6CLBq3Rk&CNutFsgaA3ylP*3cy2pZO zan;SNeWhu_DeCbgkeKJ6#&%JwzvI9wfWhmLIi#?ej$EGnAF+oBgd6oY&tCv8DaWG} zR#%@tHsseMM7Nz$3LIqyd-;aXoa-$qzL%01LUiEgU&}Z%L#2PZ5>X^_kOS%B;l@T! z;3$3~bll4%;D~N-pd<#I)V4kN#a<#BG*xB5s4ND#KYz}ia^g=^S$63$swYK3%VFuKT6~scIvNaZfVtMAd0Cw;t+Q>;IodtE!EZH zbjnp=Q-*?Vdr=x3M?UN!Y%ygViecGp7hTx0@pQHdN=s-nrU9$lKT{tm=_x16!GgaO zsq6oHxxqe?XP9iNAho+GNZbAu`c|8>IhYYlFs%i2Gzd7qTC~kEC#xAp9<%Copk!lj zoVM(eInj>3(Wq8?bdUtG(_kJrMQZyPpA}@VoaKI3p#yU@7t0ec1+16f6~`Hus0a4(p1&%gyfrd_*RD> zAv;^IAXW*#H`b4Fh4*&H0T{%JP-$@){%z)zSm=XxTT!JiZDe_cc6-a!eT`Ad47R2h zbWusS&Ql-gi`=VypIePjEHcPp_X|qe!5{w+@>_IKrGs_X@lNFe9cVOobQ0yR0AZBe z8!(*`GvORnIPb~y*5`p!r5EROnSkZVRFCQY`qE%NLUS2@b$l#bEpp5{659ilxo6b6 z6QcCj=e&-Kodw}vvm|;<{cU!IF&;DbS+7G{P49x;uTdY(N>EF)b=x-f7S)8bhnY#O zsLsUVH|^ukhIrhWc#TA?>_d0#D0&eRa|d8JmU3dAm_){aeyxuuPtcbo_^)SsURpAQ z6BalDmY-TsxkY2!S7klxPg!f91EkjfI}1%A?)A@2uGY#Ta(f#ovdmO%?oFg9v1ecy zlGwFY0rhU8t&Ia5wdSmpVw8Y^-dyCiMNzBv3yFPuVW+!tL^c5CXBemm&nDKztaNI1 zk)aHf-}sye1t?qvr-}()he1M&9Dm)2G-Cm84F_4jdkk6~kgDF<=60+O7u`haZ_3c* zZT9ds4?g3Hb|fbFVdhsw!hx;}^)z3#3DW8&+uKHKgp6XArQS>zw)P_;$9+CD4wvdP z;3Sg#7kZL0G}Bm^Ot+t_zs;M?jp@;pFaC7L^q$pW#ptUmS+Y})+@7jmt$W3>+w`my zYNavUO`=vYf0RBGkn^Y*^ky%&@E`G9`ae5EwbE&x2G*PHf<`Iz7^TIU2D70etMcV| zgcg?RgS57@@p99?`9u@dR`)D1)HZ=^Ot2=tGjMUQ8lg!Z?I&x}Go{HPp|OKL zi%NhcJSW8ocLrw508!D`?Bd5q`eGho)%`)I3d6~oK~YAToXG*P z=9N&)_i>*zE?^XDuk0Gt^SDs`AU-Bh=4?D)o2P#}Xsfy07 z*)DjdV2qAU2MA&Z7LPC#ZK}dWOOf>tw`*ClKNG5 zp{rPs1}?sp2+R9zJVtaki;whVmTJlVg-O}mp$LTHNxh7cYdH_E^9`(Q-zM*>l;`rw z^06W?>=S=SIn}(Kq__L8E&Boue!LpC+l^r5kFy(nau&q6cM+Eae^F%IRAKCJc;^iF zee}B3^}UK74;NVERF^5Nj$E&7Cdba@t}`gHdbM>6mA)3LFZuFZh6qIt@htgUE*jst zWFHzMh{(KnU5>0`{h9SC;&btYt!>B%_PPg3LMwEA12d2WEYF!2s5n%o!TO73YepPx z%AbhxPeY6Wd#!N)5`;UoN6vLZKjtu8b4b+j|MVF)$k=A@M7Tm}#~QTDBWq!)fp@tH z21kX2&6)VgLR0CGQe^^POl2aHEJW=KrA&1Za*1W<>$y1-V^$|nGLq=RG29l>5z~@) zgiLFYP+2Mnzp)W$y0ezGZ&NB{r1!NY=*<#zRL||@Ny6;=YYT;3&O{)_hbUA}c7+zc zAtA-15edmtYjUW(h>nQpQ9$uHz_MKI*eWk^K0lf4Tt(QhqOrH4pz7b@oX`IMS<;z>h5k1ko#w25ZwH*9mw6@R*EG25puhMtZ3m+CkcCNh9pWgT%8Y({j1Ltx41e%7mRBl$*AIM(N6zc)+copqSq22^ zL^G)JHuvlN>Qv|0tGhwd3^PEE+4Ly2FZ}>m0pS3_oIq5Tw~S6E%Rz0FEU~D!IE_@v z(oKEz^3;fx#2O?>8fKxvvM?@uq;u0onxpjaCv?X;g<*L&_h9k`x)hU-D6YC}S$3Mr zm${qAwj&Jz%(oh7KxuV}F_{4bC&}+GoLmtZI{6GOJGwr9Je}`3qJ<13fP*1C9P0oKbGkKz&vlpF?_*I!+g{BZp`K^SDijq3~ ziVb}BWj!x02JrUwfcu&51@Sfj9ShnLlc-~5#~ZN+Yzu7CJdD8sK8bpKgwMFe4FS{i zLgHDHypVT#7%X6$$rsQ=rOon3AFes4s-C$*c^^7wd6pw&L2Ge*;>q5LT=gZVI?^SY z$IFfY!G&8VBEzPwRPlz}$U9(W7GA z@yt7VCoDTD^O*^eF(%iGT`A^p%OZpc%kQ%nnipstNoNSn{MAFe>Bn(F29X*6N7|jS z?%KUHXtXApjUT+#Gn4$A2-;mkjem1)9Jne7;`#;%*^!FN%r5*Gfq9?%lm^x!z{pi@ zI`*J~QU=h1BzxOhj7gvcj*HlDDUSKPaiq1O)K~s}u0*u&!GWpv^vsmHl;I*@3_ty7 zA>Yn7eL;9oNj=Up1Ls4@tt;mp_$#0Iyze(lt8P2jLKKUGg>5Va?`iEMWhA&XZ18Yv ze%LWt?>ICB@Y%J~UmCJy8Mb?#`H}U&aE;!%X>3+l%r$Gqn4!xqz67b z2_X`kc>;XcU~K4RuLJQ8L9Q&>>bYv#&XGcX^a%#&ik~5<%C9RZ7qSsd_Q4v#mF(-) z{+l%K_LX7d-7(Q-JgjLorr$a0>YcKicO>Go?MTn0zo!r@kLpfP)fE6^+$ z0-SqOz??4FQZ(cs+0^4GE>o=>?XOHO%@L4sb4Yh544=YyXOJYnWLeER2*SOPqyd!p z@5~Kp>rTG*d^PC|cW(7X3rK#W6gSZr8GgGs&vVf0++*www0=mWJ&6csp80KNJ~)-1 zdeYq^nrLE4_8mZdpQ%Sq8$t4J>CKX8^{ojK zP9CSWJ{8>#$7B^Aw$<{?@|z~#h+>#$ZlGn{-HI}c;BY-RA!fS`fna~^&?GSl#ZL6= z$JzxC!%9|Nx`)b7fA4e0J1VhzYf2I1wX@y6?WPSBs8n}ex1498oU4s4%J+p8S9jAA z978jhhyP8?Y9QyTU=p^A+vu;696vCd@Ln#&%owA($_ti7V5VLhQp3DdO{ff=U(p^7 zC!X3ZF#b+oCN@DVXxe7ZYAi1;{2-84 zt>ifv)x=ZJ$^3~(J(BALbcSC88-AEh?%YpMCzK#RO=;!05xPL*#6qvX4bopzHm5lR zk8>g3!S@L*l!cYo;zU}nMfRcp)Ru1Y*G30xK3QD2k~6Rh=S(kBNUE=eq}5q$3wx7}X2%$wNBL4*a43cF^Pgxe?o$ zF+6tdN{Syo4{u|8!|&xy2fJrn<%xDbTYtHX?gf$B{fN1WP~!sn?VRsYo<91LbF2l^ zg=;A4JVZ*q_Om_he3ec(N((hQSKN&q_OGG{nIF$&nXywDuuu9hvS{+c+5MlO&3V_i z2xXmQ=lNcd}2w%3TC_o>9Gh@pCHQ%!uqTL9~Ar8GvcUs(7o$HV3ct zxPQ^*>&$v-_V?-SJzCQxDXYrN;S^Mf?RrXVlKV(2&}m`IP#Ka`P$5`W6Q0B^aI9jF z8R-{dOQvTtNFhI*i122iT`|4beoRzVT1Sai!0s*8t|EWgR~_Gcdyk9iUR6Y};pgZI zMPrO+#X{~3`Pb{bgm`X3m`ctU{Hkmr-)P4ra2^k(?sHS{ad3U{a!0AltVWG*&(W!r zqnxhT@i8ploQ(bC?tI+$jV9&_t*Y78YKB%ko~a@@*P97_`Q!ZHH&I1bu7)Rkxr0zT zKKlTt!l>1=iz3xo9Nx=SZ0uIXRZMtsSZbx0xCLyUYr5`$t@p;r%9 zJAh57j-b{#>-cVs}k& z5OY5n>`MjbRFAa=a33knGEhBdt#_oK(h!G#0IhdC0u{Z-f7ZYPB&4z2T;{DAJZs*L zb{)DdlN4z75%N}XvwpOGd>6KV{@dds7_L1@3}$XclB{<2e7V@)$VgqkWHme%Ye?!3 z*$2=>*(KLB=OH!rh3o94@jXM*$d@vEqbB z`o-g UPq_qw}?9^Y-=G_LG{Dv4X9ySv^z2rwfQ+)zKbsmoXPm#H}I2X~fOYKF1s zG(dhg-JSX3&WLlc^ew0YYFT5gLArn8D-YeGpg}n&f^JHoivs&^G16BmGmjJ;c?(%e zcQA)Y1Lm=N)wowvoM)syQ_E4{7D2L41Vx;Z1 zFuQI%=f~VWu8)R@!;Gh?b5yKS!MhkSeikfVxC=0^aScM)*@~9xk9=e>RzyCsZ63)0 zYCx60LROmLLu?jN4Ht-<*6na8uN2EyEVi9veAA35{9jg%OO~>QT>)DXr0vSi{LROt zr4w11|6<&tL>fKd5fURU_+Tn#3Rr8HtGp{r^EfZT)yu$|gCCAK-WT;n1|y|tgfoSv zS$5Uu3__6fZt$e2d(v`<(@C{MtDuoA57<|Fgvgmv4F;KtVs(z87ZC~>FaRE@tsf_P z>XAse6@w5ES}B4*7@({SIr}wbz%mx8HHEAn_q9+-q@e6CkA+q*xH{qwIS4JqV->lF zdo0kRyJ9*Kx3kn%DQ*RB?gPmqaN>lrOesh_!43F8lT6|RvPM)cUYsS*cw78ROcD8Qs z&+jdB9+u)RA-I`HfpWMp=s>LeqT}=0a>Lw{o|PNu36`)h6!mCiZsH280F$dsk~27T zXUQ)Oi?7R*Obr9Fd6x}`Y2w8)w%XbIyL8L47D?=3Az*teC2ZPee-hYU+ZvBFwv2F0 zb!?;~T`x-oHqTXW+!|Idh4DNOm7w*#j-SQj%9n`?fYSj2oC3UVBeS`;7@fk?m#Wz5 zveT%12AvGs>dpitJc&Gv@+zIA-OAy(ztUsJdbCX-A(oXL%8|b};IdDJ1_gR3;rZjwM?*a|2Ww!}ZUGD6B}rg^6bif$K-qQlcub6|L$Ne5`p8anU5mbCy0@vBys3K}bpeq7iCJN?1p(!Eib_y(7p?H8aVT}9N4K*!%&+xH%)((XX5!V4R}&A$Fv_KE&9vt z0i&=3etWqWfQvG9j@Xrdae}xx=by3~1d32^gM2!bR+3(~dsI3aVwj+5W29;CPup1N zOB@}PNO}y&V`Zsn?)M#UJ-B}4WYjr6D$Ep8@)czzloL2!$bWN6K|yQjBS%#27{yO+fF-E*uK+(3vQQ1DAo z6`==vm8lZmbL3X+SZBy@1Si0D0pSeajO&*Zt7Y1uVRry*oO@#4(byRsKsK>+B#0-F znj03QeUCxROwA5HE^?ViY-8vi%|p*p~AiK;{48=|Ot&cUb3KoEcyhQ96B0!^H{ z^U$RZne;HsaOATxzdZX{JZ2JUZlG-#w}0Qp$UVBQ$`Q$#BftSC1m2W&b_4`T{`X0A zPPFoBN}9Z$qHfz>kSnPG0f_wK4M9(i9Gg^|O1NzQ{33>0tOs)zf)U%9VX~jpAJF$; z^BlOes_aWELo_RkKLasr$;a}*y~0OrxD150iClG4CY~*GPCh6EE1(d5c1W^e^fxwe zdzsU}mK2M2VY(5oaT*>}mEp{V3<;{ea*=kZ+eRB=EHPL2MYue}pdJ6FZC^&lbp-JZ zW%(4Z*=+oz^87PbW!i}{EE3Hj(sFa3OvsvFR-jStqk zYb#56-avKMAL^>Kx#{VZ$%4(dmRrO^o~z<3H1;(#pi&o^3TPWngT@i*h0xw@=0bh%Z(D=gVo|VTaF#AwD;Ge_?NA58?RNAmk$2 z%XR-s3zkFalxc~ghTep%?A&<0$RbY!8NWhxujv<>_CD6do z4W?79R`4`Rg(Z883CV10S9^RVrPw90A4|gaE=M;LZmgMHN92iYY#Qk=yGd7U_BCVY z6t>GB*eTxGwmEpP~(aQZ=21!aPruv4DpbR2*_XSqqIM|@(t8pg`N3^1gE z1uj^Rya_hU6Zuo)$eWzu9tfOc&<3suLNTSsoCEF1?Z>sysLaiz)X1p}7L+*2G;pb? zVH!*t`Wga{=W)=-o_SVVrEm!rwB z`SG^G8cb@P!U|0MCV?lgP_lb|xF4l}jyo!?`>X}xJJT;x>p}AhpeeFriiWBJs~GIgg}y=KomaxDYZ(>E z!1&^1nF0o!>q&=k#Tn8V(KIVKz}OLFI~lYQ+43gV6CyL@*RhR1L#9@>pgKn`Z{1)O zYEufnpH;rT`q}{aOg$^Un-@Wx_dTC&q*B*&flAf1zdd)4>eLK=R^=N0^myc@0fN3* zu3l(B*n1F$&RWJ3UEWFDmEhjy@}2J~!~Ktb*l;tUYreMdt4NC|eHR+{K0N_7aLbXx zehjjo4mqFTzG^WG2u{%Ts2aAZCmrl8IWf_G=)kia+S+}dZMZw7o{+^SehCpZg4spi zKb5pe=zrwMe#~jL$~g1!mQil#=M9s`ceqamit^SHSE!eXoAIRM1|gAD!;DA9wEf+h`1k(5}Y5zq6^ zTNCl+v7bHUwf7|^Z6%}Dic=#sQ=TF_JEPXKzGl{8w(K*L7W)CutH=Y887;9Hg>G zh`H<3h_ROx`$Gc}x&cFEPG0k{>9rop)~-pnn1MGnO=ky5Sss#+d~dZO?SAoyUPr5Q zVTCWVv{qBfD>Hf0Oyu(}Nh8r+UUbsr)2`)S^&%9wT~)XF|GOeCZUp9WDZ^u4`543@~1%_minyAW|`dq)m)zS9F4f3#QMlzY;7EIOBm0IoTlhJ4V5(m%_td zybaC6)?kSm3x>wJiV2LlrRT@he{ z>SP=*;M@lsk+Ay#w*+I%)Ds7?NU!bk5I z*D{{yDgmlqAlgM1>#SqnmS*5UFH_e^f0kd`h1FV-(#_T$F<5hHCCjbvRsV}K=qX5+w z9nR%amdIQ!B+&;+z{~s`VrDcj5)Z)j;YfaD?%Yr}FXS0{T<=&c`G*MiuV2Apm7MLt z&a5cTqYepVn&xsKJZl?Q+As+HgERetUCqP7j%)bZ^6v|jL%JBYQHTbRQl;0Ccf3!# zGB#jyB|AS;s0GRAMsf}=IcAcgvh8%Z_(=NwQ#+kkQf*9(@m7RJs4#O`psG42k7-G) z$p)K0-_6ntC(Tw_eWsy!{gyEd9Ae7phV8o4n?)Q^wY3?!Dv@{t0_uc68xwQd$cBK|7y-_*%Q}0x&wSe}TzyS2D;LdH!`2zom61 zT)wh+C*Pu68W>iJM$%+FAMm# zRoD97p!LGd%C7>r!o6L8yfZz2&gI(_f4_+4%8hJ8SWp7YTG|_hX)gk1^Q>6+1tafP zUYlg!YW1}U!|S&s3Ry>8yDtB&y}#Otm{Tg4u`vIn+umeERVzN)>RWYb)7Mj#?Z4hN8rniu8hsV$?cLkcsKH zcnr;5%@KjpyB^1TMDq^{UAogsgywhJ)HXMxo6Mt!-*}NNQO*LmM*-$X2QCJJ#8#zV z%+t(UL!11XU2CwlNxQZNzeJWL$m_MybjMEdAh}kSwbo%R@x-KVv~=rrX&GG#wc1p5 z9;~A0PH=da+$xQFE9#+*I5zT8Fhp(2b|7pEI|>`DQR?bawOGAZV_F8zIu%djFpuD_*AF4k-KA)Vpw`p$JikS7EGKhIi|REV{7P6Wsu95S)^V>v@4 za~~;BwM}J|9&aka6KF?32nbQC==kQn2}pRee*O#!g}k8+BB~_yRM6TiQ#ZU3vUsA4 z#7+Ny7xK0IewE->2|82v{NmgaHi$9ViRx=NqNoQQ`6GmLMJ9xAVc;C?zh42in~uZ7 zP2CQ!#R*u%kY#->c2G+L1QY-O00;mqg2+})afTVjaR2}~asU8n0001UaB^vGXD?@R zX=E`kGcr|8MPD*7F*q3G%__`H(xa{GdMRkFEcV#O+{Za zFflkVG%+|-F)%bRGBIB@GhaC}I5aXfUpHShFf%weHeWF?ZC^=JE_7*Te7R$gCczs0 z`L=D_wr$(CZ5z|JZQHhOd)mgdyQj5t|9f}i?w5TcPMlwydMYwAA|ooRN=k|v00{s9 z5CH%n5CG6W^86>D|6$<&^1luM$bVUJ7ytnOFaJkKK%fB7f4=umX#bO=|CfpX3FE&# zbN__HfGvwAw!qkC2 zbhl1fuNX{^(u2rsd9xC6=PY%~8zXIaF$9^8J=~VVY3nIaVEHoV$pG-M)zvO;Y2k8G z3-C1nq{=o>&+7_c+jzpyroMe{@|D^5XzXd2IF!#$IJxa;d;MYBc#XKh$S#nL1a@;Yk&Rf zcRU|MuZ;b9SZJ%%8&oV6$6<66AR15(WCR%z z6Xx#t6=6X|X60T>q7f&k1ksTo6?-ekUL$9`o%&WkNQibqx;^OWA*F*w=fg4Q*u3&h zGps6i?@FI!5uYgyeo7}3z3?~aX4WOMRsD@#XVv8lTt_L0efdZpg8DVIP+>A+q>vc-uH7Pn zk6#0E*#_={!9>`Q4K=mA*Cjp#b4N(k(U+*&`Y1F|)=985FQKrcFu0u65!60&2}5Wu z?*=qUAWE><)T~Y?x#Vw zY-cy(A?8rw)zWE9ieg=VI@CHbHAk{x`KDmz0(VxvYsslW%1knBg!0LQXgQDct9Vq; zM&_4y4#W@S*-vf*FPTVfL6F+tAnyf{@bNYbWRock?cj>VJ%j;&W2@LWNSXJm&toy9 z=vK8;Wx^j0KR$f2bVJnOP2TU z@2B-0FlTXxa6$|5GHCzpwiU7+6iZj@l$n9rSV_;|!ksL-Yf61uyc?(MuSDG`OmOhv z15Gb{svNn#O-qOElr^Q8v=Jth4=w(tR*W&D32I22(^@|G2pxCT>V($P-`QI0{7woP z1#Z+3)X7Fp`v%g?aw6OG_YYTPNnI1yY)l|;a-uzg&c<#IEyc{Xeaxu}>r)4s$bv<> z2owl)C_csc0~Lk{cVo;fngdEMd`;{s5ao1Ng41d%>pWG;Hz}m7t*(liN)JIKcToM9 z6=R{Oz4$-*$Pr)jw9OUV0bG+?)Tu$iQ3}I>rFa#oe6%8TXd@I6hhGgOq7 zM%$#3Yx5 zu$Jwb7Fa|hSTXfoL5*k&Ll&D0zQ2Y_5OmUoHKj-kBU+8GLe=OYXz@@_D(HwaD)9bO z;9JVi3-JYK5$`3D31t9tvZ00i`=jO!#^xo%l|OLFSZqsgZ5ht&^JHTR*gIIpMbvjJ zr-Uv~zEePMo;^E9IH3bd>6lSFqGr2OfXg#%j|D8BuPwXn4eVQi>MaS7h&a$RqGOa{ zPHF`d1952KEwbjHr3s5Sd;A_@h~=Un7=&T6Jp=1Bw~ZUbnll`c3GjxI*cQxHi~Qpb z{WdY|T41xEED`mmFz2facF5NXH!F8rF!i@?i(DBFdnDx96@M!AjhmrLdb=jFU#que z*jQXK+1GsK_6eX;EIB7nfv5CdXnJg?=3-Q^ zC*fk0JOsk%S;e2K2A)o_-#&|~Z8sxnRXJ5;@kup5QfI|b4+kl+9#F29xGrEckT8&) zYlPfpJ{;>MrGI-+Jja*>0{b^*Vb;oG9y$BKMcYgLuS+d5P#zv!Ll0UZAxZJZxSyZp z?lCr9`u7VS@lz$=0n=@$DQCBt4*}RyA)S)jtk*DpE@a05eHhD&O1WLFv&AiPMHIKg z6e0y^nTs9v=I&{Um@SS1Q%L?{!&I1fmm}eN3y8^q`!m`D=!n%Zw_nAruCcJQvEUvr z0W}`wAN2M@3|f_&E{I6^#rWhV-LA!Tw<^ZMyE_!TjW8XhdOK<>QT#HNX5_BAwoMZ1 zeivvTkj^UT@I_V87$?t(xP#bZTc6X!FRRBKh%r3g4YGBAvibs9KQbDeyXk9GN&ARv z^L9M$w$#daTOTmQB#I@^(B9dO*kWYh1=J4-%@qFjlnO|Fx zY3a7CeVEcj80sem<@a z^282kKD@^u1`zL6@Z5J$yYGaYt*&5fcHbfX+n7oq3j1yfaZ=CerTR~Dffb|Z&HT8S z{+J~WL@K=>-is}YyCOjA_5zz6bV}Vo)l-e~qcqo?3yz$ua| z^xA}?pU8NI=EUf#3xC)%U-oke)#DQzyP5bTtOz~_iDRfy4I)~+WmSqq*A|w+gkjcy z2W@n9Zb5Lwf9({7sGY;HwFfR|V6>5a;}tpw4=RLNyc-J}>S_YRFfXxdKp~IXSRGhY zXeFVJ?{Mvtu;*XLRmp27+BYQf3~vdrW6R5*`<8AD8P4pe^6|F>Cm)yC*qG?eg4oML_v%3RZQ}s!5PaW|19D+u<1PV_pb_}E9fIdqh>H8}I?r6wyqrH``P3dWE zZ}M_??NuuYTvVC;7Zfm}g*+EIbzT$h({zRZIj5%D+B@(C;3<4@Sv|&vc+N9f7~i6#Iis}+r%&2ES!bT$fmuH9!MCoKHs zFQS;kJiKeH9YGa5f@&H1WD5;U0Rd)5P-NUsl1GMZ zYQ6n$-2`Y=wGO7IJ6QwPt#e=^yCK&)jr_>Gw*={GPcE)+6A|{f(K^8|CXjyMAQOua zm_A5slt?&*CIFQk2FaN;^JDyc3^iDYVfCvtOES2|5hK(a@9^zWyyDR30# zwawx8G*~dfVs7ywqvErdlnUYR;oz@R$pL_K)3$8MA$7;IIGqQU-M z9I~#+Fx(h0`oa^MQYEeC4Efg{e@QhDrRn>2fHrsBPX$&;6bZ7hXmTa4 zB=VE2J;s&7nLT6mOMHeu-XWejD&4D*;}dyzV-`2oPWj59)K9fXJ|c&|8Y2c~_2&1nYyjx)6u_j{ zWnZGIdWN&wW*%S|!nYSN7?Y6PI^C{v>OW3sqKzJtH`TerMf zf0)QOv9K5^;2y49zK7-3pQF2^1VIeXUvdroLq#~0YbKl)3Ba@T}OiaQnw=nhhnOMMW&sY~No{sw)Toz29QF%B038$>YPbF*|V9GI6q0qmgw) zdDjrBZ9lL&N=4yZ`k3;nbBRpC@U&BzI*6Vhh1oI2C78xp?zg@AF_TH8OdZeDk-Nd2 z3yJO4hNDZ_(LW2V6O(D!oafcTX(%k0<^o1eholtwM!>T|RHX}7%d2EH+Ink_ zOszTS$^y9f;o8UcXyffG6vMJzz@yqVH+wCSV1R0tuJG=A?VTIkuYP42p*V_9YUmiL z&CJE9x-5iGWA7s*Dz(jG&7$Oj>R!Vxn}JGEV}xp}F09wjSl(9HFlJSevkZcFX%Y0< z2sYNRGcxUQknxT70Rcj$v&~wlmQJg2wW+=`-g%LwXEkDC?cyUPQ~|PVS`GT*idC%( zXCklyL`4^iRdrXH4GexAYjK9q_j5saj=32)b0#@HnmY!=_aJ&xF5;Q)GH*nHJ`p=K z7m%FHUcJ@5@Aqu?gR%4wb`838e+fUoD^lTm(S$gN44&3vBn@e)%Lpxq3JyR!l^FP>*}YIG3jZF=Q28HBRFHo?un`PQQNpOC6=f zaa_0ex;w#!jDTl8_FNx+1Cv~Ow6Nv*W@U%-#n8n9}y~Ih@Kl{c6~uP zY26+P_dN%_ZIk5a(oBCdKQzt=DU-3|x`#6GUmN)_k!xQ;E|JSo3c}`p+st#-%dRa# z`+7`}xT6>qRdpOe^=cjaPqn;^ft3%-n8wf^3KU?mrFm;AP7Tw@Lmo$P_%41`bq zZXj86rsEPUR>~b#oE-T&5@w!g!0x9n0jPz6yh1G&`7tldYm|b-Oi!Vqwk_hX*rahG zARk?6zXI!^_$c1^!?1uKugS}q<1#<2k9Ct)Cx;v{Pe&cuy5dU`s+4RbrDFJNd!E?V zUy^Vzng^KEI`APH;9_^4V7UIS^CH^wU*y#Hq&PVnuc>fA*0?~;XZ8>D#TRhEkCf)k zg;)kJ#Y$v=3XH=Fuk)dfn`_+6{++EzsNKYO;J@$W{`*YnHPKL6gJpD6slm(mX!!Uj zPyn~OMoNhF&qhOCAG7G8pCBo@fBc?c;1t``LlX4`nnn^1P4$bB(OzJKKV)6r_&crt z>%2U1QMG2pqY*!o2yg$}Fw5mA43PB|C8Sju36U`4@#So2?D#=Zou{zC&S;Gu;@dkB zkpN>u$6u8NcGF>2^}nh%;?uAAl5H=OafGPS`oKj*im^BzLR#JLD=yLVvj{j~d99ypMMX#T=of z<~IG9z)10`79CaI>U2#8Ggq5JllnI0B&9r!u*L&-byR`7$EY2jjSN(sTxMXjcQo}m zA+twoQHj?E4-W2kUzyq(*1`745HGbjZ|c)i+LJ~jreE#;^AZ6a5h^+7qWp!-u5+X< z&i2ARw@EuMOrH$S{icG;c^57^p&Uq?sXK z5!!3Jaf{dHv9ytWN+QfRkb;ifTAxx(w>Je^g>O3brAibiNkt(zt?*%U2%rs*QOB|N)rQ|! zG~B#(G(1xPB9A)NxnHYlY*2m!Ae*LE;ME|C~tO8QYc_ z84|x3D9AVMbO&`D84u0BnOE=#I)mfk!t~bQ9wi z4xFD(F?nWmvxcPsS3l(!bWXwd<+=4W<*qCTcsEZJ$Sz~rT9!f)8Zbr5&Uh$Hphbr| z!wy=y^Q={t$+Q;?!L`Apz$Zi^>SH&!y#jp{#(VnMa}C~*CZ33pimfp%o{QBK=t+*w z5T<09FkPp8TLCdXBe%<2x)jie3uTZnDc|4^E2QY88G|vrhc0K$5C%#*xH7H}>7A*? zsV~?zF{=eDnkkhq6 zpQ2Gq<^-^Vn;}L$nTE@F`LxYp;eD)p zYvu82P1ggMu<5bz|Ou zh-GAB#CghZYm|ost>_3^`?447t*790Og(-f8RB!-F>OA%8*<>JMN9y5DssVlm&$bx zF1_qx_mkgHj_=8_5AS#Ax&kwfmTcSCm2v#b%#&TcWz_t)HhB4Fh+XY0X&Z(%F=wgk7pD8#^{=2vE--WkMP&tOViD$yR3&2ekB)6*x zwtZiIjMofY`xn{x)Gvrm6%33C0NQo?z2?%rX`8XYvtJNVK<>uQlR$;G?V$xm`eyL~ zAxoe1$~PseUcDw29rq|9#=By-^~Lb;Tl>pWtTUkhPJrlFcNlXi9OQ&}(n2lUNYq0! zA)BZ7Zqh6WXZ-BT+heHK@QCJ5XS4q4XyyD*>cm?n4*2XE4x=54N0{zk*?5MH(o0a2 zVc07hZI1ZFyyVtsx_yqP;KN%;cgc(?<@5~3l*lc^-+3}47k|STo^YmSI6ZxR8iE-Z z#Ti@q%0KntPd8Ox7;i(ri5jpKb}pNZz4qpCy#f=K?ckSdWT@bvxfokx$u#hkuG%VU z^0&5;bc}%OS2Mo-`v=$ZzYlhWZIQ?a>Yy@y%YNzAB|6Ovj;KO;Bx#VZZ{8`0Yudm1 zEN7+DTQTrPv+f`dipxmCMSWu;+^E;EU+DpjFCRJ+HpP%*Wv?XPiY$8LN$RRAckS>4 z!)gx@BXVF0IQJUR?Ms=sioLiEvwwQ)j>7T*1w~jFX_^ zU_am)vk1-7scsFnNq@`=ld)=S)YI4${0hN|SsS1Sv7Zr6(N zVMQklC{A6U*QfPy!3;=J<44>9)uo_T%f#UdAn%T3iEE;z+8B8XgxUfz>etIS=!Mv% z1D>zVlUfHiR}ec%ADIjyTr$X+bz*KT;i+;xe6RPCfQWdu!VKl8$Uuq3vGZHrK)?zM zSGUgp?Kt=Kj5JDKe+>!na!4!fcShlYsv!uH{i}Y!=ozd09L=y}LlF0lkvfM!GYkwPIOUk096=D^P#(ds1 z))Zd=7c{uIa>EFS>li6gD1~U0AeWN{Pa{Dyr>}~>B8R0kB1&w3IhkwfozRCW zh{bUv7UxAVJSvGyzDTtyVTRgu`8sOpf#jVtW)m3;xD44j%LxA;R)U-WYUGo3Q;NZrs`MP= z&W@UUC^hvQBVtIe`GUfD&m%8cY{q*h-|Gr(|8tyORl{RF4GIOFW%OSr!3k`t=MKo5 zm2@rq661gEiUYl!XAiZpsk;>7l1OzZ*(@OI*cnF>zNO0;SA#>G}5ilkarPhvpFIewpcnf|U;UZ{*8_xB05vMY=2%)eqKwsQU?x-e`XU1Mi zYFuCo-y?9dzzluJVBM5}D_HIu`Rw)sgwGOiQqeUTZn6Mr@qKTZ z*$0h0!OHeSEwU8-0MUcPnxw|3q%|D)5>a4rY26{EL=&@w;wjkC$9n_A{8(20**&>P z^D&Gd#h~3{$bdC`)l{f}Ngfag3p|2A?f!!1aB?b*5P3TkXTvx$g!;?J**1Zaww?^? zL||L2Q2VF7oA%yqFMYp#ayPOoWxpD}oiBbrr<>uA>zp!|<82x+5Ik^whl)mVSW2{o z1T5S4&KKu=DDzV1&>N}1kJslG2^goy^GRX-L(#G+Kl<)I&sS7AI!lBzqyXypr;LHR zV{tIgEsrQo-JG~JDtDLPcXiVBD3bUdM_z%=7lR$-8J(ju34Oc=-WE@Q<&5iDTgRd} zCj8+&hI{&ubCPa_y3MU$Ll(%TD1j$}XV;w^6Pz7R)=`=Uyyun#w-vuew;2-kGsogz zVUmyE-ovK{W_@|jR)floq-Ku){9E-gO*T_a`CA}00T_mgo%v08)KC6{VqpNRZLYJ2 zoRxR>wrLp@@nSTa*dTe}8}BHWBg`97Y8BCKYZ2jQBYc%Jm$OkoT+G)GC9?N+1}r=| z+=lDI5{uHc8O}r(c8ap(=a<_bY_W3VzIDQPGs4v^2${2Qb2=m>4PZ9RkJIGs66}dp zDP|^OKaxV3>bKA>B*AXorz?f;eF_eC=+>#wy7uSoQc!c?1rJcgQmsmD_QA@1dD+Yn zGO?yGS7l!wa}mY}909H3CuNZ-hQsE6$6Q1{EJ|Bfqp+5gVq6rPkMZDOucaAoXM#S4 z!mSP%SZv8?p6j(2zBUK4KaP_W74o>*J`Gywd4+G!-fHdqD3;>aAyxBW*qsNN)Xv-nSAQ)zC+pH-(U|| zS3=W&6%CCg@zm#Pl(A;^#Ya!&geN_b4JTasiC%I{6PoO1oBF)0Fem(F1of-*x2lGT zh9w8@#d@3vHPoP=QLk(V8$fdFt@ey`R(3XXx{>_Fll4Q&4k@erxfi17a4lVNQvP;h z+7jCeg5wUO=cY#5X;+4dek! zphAWPDTgfrdPO0hjLvbnz(PTgjJ(JQ8;Ta)=5{+A=AFj!Me#l(5kBt;G6ZM!)`{Jn zRBKtusNjtC({c0WfwPd2^>r++O(jjwagiwEBig_=g?OhbTg7tAYJIxD04f87tsohkP;T>B-lqIokVI5Zrxzd16a0Ifdj5*D-Ax ze6#YYNUmnE2yAY+>XRC=$R5P|ZGT=Bw|di7`yd0reJ4sMg#bu^tGWYzN32@mBZI6d zC{3Wo3W7DCei-6b3>J=K`+tA*U+m8iZy6LQIzVj4k2O?n@^GGq?3!5=U!_s>F6Ps# zofGOcwKy>vPtra!DsA_(Pf5o(`KjHR`RDz130lI^%J?HEeDP;*|2~0MfP>z;zXId= z^PfiufOEMkbg}FDZ_D`8i^w}?DFUB5C_S9!A#%95=$bWgxldHQrH!T z4HGYntE}}kefZkzvGvzYiz$ESr$O!82qF3|aiqCPbp=G=wTS496hwkNpDrYBA>5AD(wD5>8x$p4Qu2g;P6bmFd=ga*xZ)w_&Z=jy}!CuAwPW!c4{>Zy->8g@d|TP zw3-h;vXNa&QIj&CDK^9hM0PX+=&&cXvcw z$I;NlC6grHq*t5*iS_+)`n9fys0gXmP3<;#ox@UxNfhHjIfjEU`P3DI{VPmXqJ5RPh<%F3{ufv4z6A1EP}&8>7g{+Ay9Yn z(S{hxdV=#YmM(flUXZqCvqtSlpQ~|VI-7HkBV%!G++l8~e5eX5aVMQ1JD8CwU%7Uh zX#O&gooIfqI|P3AEm{$s2bUu+5i`hXK7SI<*S%v#?h+Bf`f~5vyqMmy*kmZs7i&mV zY5@%>k7!fAf z(0}V--Q1AIVSp(DDNp(B9 zdQ#QLV-0?Wgr@ewXTE;Hjsb*%MG6>c4ySD%&$-|(%hjb@c!OLXpK4Hp;GbC*BPQ6L zmbbYr_QhOrLcFnNlAvO6(>4+|3pYtR_Sb`;N>z{Ev0Y;)j*H_5zC=YlYV#ov)NXSL zx0RJ`mQ7AblbJv3I-_r2M0f^@gvAC1?8F>?iz`$45R>XAA{Kfg;dqHnEuJ zpQQKtoz=5SQ+}6!xhwzR+S;BGt8+{IO`Qw%{WW&Do*r<7^$Qo`iJ`b>)cq&%`THUb za2LWQT71+wNt_dN(*b8 zMf40AH{$je6xm-8`N;u(7=lR0zL;jX?W*aMA+#f|8SA8&@MEC}F9-bCa1MFG0zwN6 zqunWNU5&G4BvoK0kDT-y(qijMg<|mCw58cb@9GW7{%fu?ZOuF1O75|8Q&(`nAfq)=60Oocx@Aoo zxxgwyNf(6ZN7zqaT(nE*AVkZ$HFXdBLCQF-ItG}rtWd?pyJeI)Do-eXyuWi4V>Ia( zcHcxhvP0ZW`FyrLXz>={HAyQc#0>Ph#&{qz-QkXS?za1aB2$YK0Fx%WNZ`4YDlEv>E35pxi~S7fB$C;}sR5XMaOJ+RYq?p6^8IH>2-yG<(RrONKuK3USC2Xiif2>ICf0S$QrU}6 zg64SIIi6fg!7g#H^0Ge<`92ynKyGWb#=2E)_1ucjNXslbjoTp!gZoM=312M#-7#sV>L13~}VI{8Y15!#~gi{X;v5c}xqvI5758du}~%Z;JF zTvc0@&8K7-?LxqpX8x^td}r80>qC^_*06`onb!i_$d9gfr027+Jtn6UtI)=0dMgci zbjb+)lOZmTF-+R%?-dH}B>~Oy&&Ha!5}Sd4uL!>6F*Y(v_BGb*Z!aALzLm!mRwEUT zGN(rsCwVTrkjSzA*Av8$1V3~;!cTa=97)DDyv_vMzaGEB?^^}LmuWHQKkN!Lh|PT* zdBl8;+J03xt!K&Yl-*V%J&kzM7m^?i04n*R1fIu9DTziuUAw!woRj>eJ?`G7ZA} zu$19xtJEUC2Z&PmYK?u~7s0UJUWAVAf(VR|e%O-#M6JZ#8w@z1l}t$r+>+*d7(#L( zuEoN;;L#&sKH#B|R~h8a0Bnu9o1c|JSEAx zwXh||2)=(q&+I1*=@wX(_cIRtO{I09Hx%_|s%QfCLFMDa4k~~G7*OZ5)PSGZjQjF7 z=rd*~C?Qc|@0@xMMH8RGKVb>Rz{P%AwyVo`DHQW!lh8FH88L+PUPxWmqw3khb4L@+ zr8DjE#7%X1rsc3|%>3H8Za>Ov* zR@BaI28)9}=HQ3U2BJ>3Bck%kq(l-7t0%*Ldir%I$bUW0270 zZZk_T6qP zZH|`}hE(`(tOa^m8b;_b7C=AJ{ z|0}61;Q^|kU*B)$yBILp(iBt&yw~Y!sHN`_%l`#84U$eMTemFR=fK_$d5-bv@9VZUS&q?sRO3pjR#9WBU?mCYm^I-QJMNAj`=`{9eH<#T-ew6api58CJJ_4zr`+r z^dQyDA)cJtO9!9L3Ten!`)Q+p4)QIE39Ayi)LMdm|14&oN6g7HLlpYi&k?}Rc2Y>x z<`pn?12*PE`WuLK-rds}rOEpM;*zv`AzKa<^#H{1HaeZD#Ny?h=}N=w?uX*)1xAik zeE{ErU<4%SKi>d7K*GPnvojD&_cU!74AB}nBixCbtN}L}Mf=990(nnM4Ltr1DLvMS zcLTvmL{BnZQF5EoE)obz?T}v7MLLJlsC^)emXzjrdslndjNjRtF^&T4Ce!R>nOS8e zjR}x;rxS*u$urMjWTnR-OWs!T673QuT-IE20Xc~p<81t=gzxC))3%=(qU|eoKy-6_ z1j6oAznP!1$YeUH1%b-VqO>@7RQl;@l{-N7AjoViK@EmaklD&tum!LsEWuodPY^>< zUxtB<)x9Hgb$!^jyk&;#^L(yQCeAdfhka5j{uD6w2Rvs*8ny^GZi-e*XRjFaR;ct} ziB2%|t>-@9l{XuTkhXk74nNA4xA8Rkp$HT66qto%=$V4yE$BljZbp)aV{w(;9|Xn! z20$l8ZdMo)05n9xBz@*}AK%M@rVuRk5n%FNCwd-#yVAS2CY?ViVGFaxBQR!MSS?0B zSXZ0+UA5fC%~KM0uO08IZ}5#}R*I*z<=+W${Br6@$=OM>jR(&IL&iq03cs=7cE2Zk zSW1Y~$i$KNvc-}vJ>9hBK5(Xg0k%LHSW!;gggJ~+*oF;<0+$Hbip;bF7P5_hEdRpj zfHV=I6dxZa7+b2GzWNXez^VBNK&xStWu*yo(7Imv%hkj+#zxO*-#`Cj06ejZW$WPP zTJ9@L;Zb*t;xno+^|JFvd}IgPtBhJuB%V7+<6)?1y0j>%HDf%abdtCKy!M2q!)DHC zWP#Ja9Oq5hcVYgbZrwEqIl4)wE1kxv1m?d2C#GRh45QyyLq6uS2NhCwPv#ax% zHIivn*2;WuHD3=ew}lJ-n3=7CZ$78oJer9_OGowC5&#pE2+9!5e zJG`E}Q2`Ivw>)zE{Y&M#T51fxiH)d@(*ef{{cFs`>2l z3;F%=$pryS@g5JY1*6E3=lek zwv};K2dA!!&0X1??$iOARJrL41445Eczr}6Lgp)LijN#g5QF)3PK@Lhyr?_oP3vTC<6793 zs{^~zsbk$x8z^)%w0O0Mrk^<@m`)YB3L@|5R6gg#=kqC|%G>=#Aea5#%L512ME%Z=(v96^;x#&aAyA%41 z!XL?LX?QskP;W!zMxn)7sjE_p+e4aik>9O-N`dc zq;ZyWXVATplRAHcgeP(rV=*u|R1DVG!sVnaY28tvhgH%@_MsbRfHF(V zksjIyWaF8VqrN%eQ7nQ$o6l>uVbkZ&9-z==xmRuynpU@oS}bEKum;TZL39B2Ut%j@ zn2nyh58myyvC_;OEE-wsr?&nSf+_B(+Cqk+fj^*QC4c!?jE2k$LJXVzkf!%zr!Yy1 zSRj9#SN0$wJlBn!Pb?X z9f3P=@l3k2cn!mF>VKy)97~*;%aw;wX5%1-(YY*&^xoxfXvd?08sJNkSEq-Dis>RU z0ovDT27hznm9DYxj{oYFk-0q*vx_TX+2v3frtDgL^;4Gg*BGY#N^k(@0EYnwhcK{e z6}e7T&nXld^JBUhT#}!*Kp}$|?TXhkW+=K)a!fTpg^V7kHKuzf>5cMc>UomnwOe)kETB0^dNWrN;76-xtOF^pU9lS^(~baw0SQfDY8(o{f;3 ziJ8Y2%Oquj#qTz!KQ-Jg9GnFnVdyi4GW{y>6TTx(f=)q?;h7es78kjEX9Ffq6_`V0 zlnD$BQSeI_SVl4IpuV<7xFhyUc2vI#GDW0aN}u3^La$+OZniEsO;Sxhuu-hERl--5 z(xU^dlk6LTDC-Xy;9xSnM!U!nDvp4(n*(^&MvCqBSfL0V3ZBA+_1@_HMlT};V(g; zg**1ozKpmhTA`dt)VCp>*O2+^$XgbI>Jz5}7@ zd6*KtvnzP#{k(82F^MeuVkkyhMUwNp0)3GpN&1dP9y8e|728>kUtd#|CeG+Z;oAn* zx}p`nK8h7aBmH)NHszO^k-RQPmB*Phd-)Q-OJ7EdE%x6f>;l9S(#hYY zpP#UqU~q7=wV759&ZCFP3W!diWK1N)`?8h=KaWuL4ugJNl$`LkATo(M)um%Y>+RUP zv}8HcC#=5dQOr%XUk%8AukV+K^iY1mfJWCB)p;urETqdc)lS>g!%Y9k2N37z0;7_F zN+5}kUGpIX>U`@h9KnaGf-2LBpGqi4yvy%;!n;+(YqwY&5!+%)Mpu?$vSwg)wjk3_ zb%b8{&=dCgdb{-vt7}z!EMvbL_~Iyxhj|2Idc&Lz87aWx7`fuam;NWvhvu42<(%e9`2iStUlLocKeNYkRRMd zsprbhAofO{U#epn>BVT0=8uF}LsE9?IA85=&-i1~;;?@!qMVY^Oco5ST@BVg%fFsI z<9Olr!Eg85J1J382y7{;+OiZV-}y)|TZrA_h2s1kPTX<@_K&;U2r|G^!1vUeL9tkTA zAsWlIxs9y$RaGKKso0q5{e`I_(;={~nhvvr4U90pqqirya_ri~V@SB}APt6Ua+9Kx zAgQR(QaSGX+ICoheieRVC%C%ozOE_Wp*rK&5LRv)a5p&Qhg`buLvS^d%_7Opj`f(i z^EVsx^41!CrftxP#29rmy4S@{^7%3=W=39fTt z+VHt+N-H2+8k4L;Y^^}nHOD%pS@brtLK3wT?NrKbfHCD`$C-s}NUebCbY|0>-@nZ?hwV_$U%?H6kXyB9d2meGgK4?}MiXYXPEoY4heOSV` z9UqLW34Qn#WZ%f|`ttP}LK*v$h~~vLklQV~n4A2GSKA(}PQ`J}?solKt;5}0S#)|k zgHA`Tc68vj8#uReg&CQTLldsHrkkU7bay+4SSE)B#3up1bHvpluME|e*ssPd)D<*Wyh+Z`UqVs>&Vgt?M5!C(+7+3 z0(VZ%44_qRg@9+2zy`PTCU*6iEefv0&@dX-z9N^Cdi~XSzj2f`YxVQC<`Ua=Y{ zk7#_H!igWM%07nI+kAvx*VLK~wvwh*OTZfcJ*3)7smuTRpjyw`jDuoN7nI6V3ceEe zDA6vLPP+M-*(!hPd9J|Au}L?ZApLdlT@m3k_1juGH5Cy;f3qh$?ZP%o%Nz%yl4rRS z-}9rrijte$!lH0C)o+R=WWutGxZAZS9Z`^6(e1KdetQsMa{puyWk9g;*Ger*Wg$(v zM=;j%U>oBGW^a&Pv_bv0!fbliUK0C7it%we@TE-?C!NOY#i*Wh<5%|*u|tWKUMt86 z&uKQ^@+HYMD1$ByOMP^LeLWQ0jAW_}9$ur>eZ{cy*k6?+Oy69_EG+r&P6d;*lcGjf zyG)thpzNSv;wAf|t7zqom*SObsvB?x%0~^aZ2MAq`lzzF)0KvQ-PVubU!` z-g8uEb6fWU9^5mWC_g1g}5eD=o*l^kCdQDRK&l2s#Erf;srSy09 zB*r&sTz*r`%|uA6lbHlS!d2A!7=$jqp#0AylO&CD!o0*9s3^5B{Qy`2{{TKmzOtwnohI}uW-PX{+BSVg7)N^w=}AN z&Is7Ce>+lEX!r)K143TEZo;b<>8-2dggl`3cbk_1gsVw$&YR-z1zxZ5xH(CrFvGcLhSCpNYrW71PH2hKAX|Hx(k!jHPB2y3c&duedKta#PWL+ z1{?+b9D&Jn;0SEovEw>t#ZGXeDkD7y)2;B`Ai+VkFjW(Fn~TG1{dO5q6%QDr)0N> z>TS-urmMOaumI~^F((tPCvxNwL!3bXF?yn22KVM_SH#^pEKtebn!K2mH4ROr-PR1? zLTsn14=_Z`W#TD5{5kV<^JqZ5Sj}326s>S&?C4$2G-rwqTE^7nAT?(+CeIw#S4f^o ztgpVf?NC?23Rz_M*Ddoj-Ijx$jQa2uQTg_O;prsc#8N@cz1<0$M=YIfxPMgyB?YTW z=9itS{KazLCA|EPsHEz4j#?Be4B_p*HBtg@5 zLfXfciocR@e8!i=HyA9lmE-%=Omv$SCis(OWt%;DZ)OpmAjNy)CH%!+toBq7NEh?K z0cao}o~c1}P*{x= z5No2C92Z$?5g5~=F4DZ+4X;h;pyBeBhOxVF6XTW|v^E14s1_G7e1l+x&ZmQLs#}uN zV;_v0QM+q3#*gm6&WM3!o(M;E_(|Cfy?kQ8U=k2SdFF%nvIK<*G(V=62GOvJ3uPP-Z}jh)0s@2o5*B){uXca8sk z*7w!UaW-l>Of$rZtao+xhCv_W_$4BRqnUk?0C0j^X7g&b&q|sXiCe?pbDo7;V+AU< z_N+9r7vi&Nn2Ub4CU4E(>kpvhm%XH8Y;;gCV{-Kb>F5dc_U?Mer#tvmJr`-BzD%9e zIgFPSmCt{LeixcsY%n17VWRTRAJyhSo8bXD-+kI>zoD|_cLAkvx1pz9h4S3n2b1N{ zS8f2Ns8NLZs9ia9BN;t*ttvc@FG@}7yYU4jGULc>bxv&Co(-&DEM@Jcu$We*bhXfz zd1cOX1^NoiV-r*>oM(pFwDUYO^z9>QRPbHGR9WYP8wl5oZj4an9@=6x*g-5BzPx1U zt`Nna3x&Z+`{Ei@{vk8ibgXQx6Lnb6qaUues ztPF;588svD_fCnTASX{~`4nn$HY=Hv%djLBz?9$Q`6}(8Z8G;-<66F_k={yGrWwj2 z_GkxPJrZg&Dj9zT=0+Nj0j80nah1$fTB!bv-$i^aD+69e9v}A2d0)*GmOZrPqhiGw@7QLC;AXF)kZL z>6eCU`0nU&!)E+3Wh749UA!P&7rPLmF!fm@#mT5Pr|^C`B5zGICq>iA zS1T>l`iV3mk6FavpXhrBLSiDA2(s3st}EeFZqi*Y*kLNX-Wh!g;_2q z4G7uHdRo$lC;r8x4%W-UI#aB#N&+jgPeqT;7u@6=zfBNAK8#V{sGVUGwHx_Puw42b zZN_gFv>*@Meis+O&d)I=2r3|{p+kGAk)ng=l?ga7OAOqX_I>EbpvoELTASTlG*JfU z-^5Sv39?yh;r36@+eqtL_E4U>_+EbZ;>u_TbGyP~4&mTAYXp!tkG0P%u1yYherV@) z-J7)imDy*}8DLCC%gG_$K!WEmuC*&2V`3DDC@38Il_C!0Qd1k_iouWs>)Q<7ugCd>?>n_3^_;&zDk1Ws;4}52X3L?nHBvy0Ke<_JAk+5o1;c@~(@(Z^_!F zyZaM}tVI(5waLt}cA!&(X9#xxsjMFcNRyfvmX`zetv(Yfw^GYVyn1||y>~#yA zcq=fw|1Gq|{vmUvEcGSE(DN88@{_=_hStuy=11xOta#jkDGpdbxp-ppG*r)OoF#_5 z7^@a@g7JvCt9qo=?8LN!hdpH5FNwqSBBV&x#Mbn{n2JT*&8j8SBq(-KdVfjk#)@_5 zQ|mTXB>!OVy6m2r?$`&T$3^X$@+gqxh|urVMen=9b>n|`x2pD9RHfvDjw14og94Q? zhv9Fsu(kqm>4K#|^if#(dPtfPVO#! z2WQDZ0rC_fc2b0)AXLxv97)xv zwHI{#&5|fmGc)s_+?c>G$u13`T2f1%tQ`r@dV-cr8CgJWwyBs<#1^l7@vCVzlpl+b?+%(--)z~(=9!2bLi{qjYuTaKKqu|j21%*&$sL9gFULP+B^&H*=|0T;bEllr$D z^1^ZDy58p)U~9^44~`Jjokg8gD~J@AxgA}v*MK%)t@I`|bNnW$UPmkx7PZFh^P3JY zRhUIgUXfVY@`1<1NluE_eSQQgzU5Bmi=sGc6NvA|~GEv}+q z#WL73)!#xnD9ubg<(%_)pympkPb1i@dyOdS>!%lR`<9uWK05|$AGvD+_!(bzNW+Iv zsAHtgv#t?>$<97USG#UaxW?@p8JIAC8*Q5-4d^LX>4C_koldvzDd(=-JN2TS9`qim z6jK^E>m;ew3}ugvcZ49ySp8%FLrW@X1h20HXO=xGm4LC+E4F0pU#i6VQhlCvm{N_Q zows@z9+TuznO44CvgY5rL2FfyhNxj@B}9@>8R3eZM_|q1<=B3%(YgR_ktN@fuMF8t zN2M){Ga#$(kndN`x@Qe%Q-B7 z(W$kKmYbs7i2?!AD+63?g<=Rb8vF(nwC_ncKd9Y-;}+}&{&pQPnuNi<_s3jX(k~P$I zt`M_jo9FUHG5JxhnZPlYhHF{8B^IfvMvm)$85R7i(4mrNI?-?JYFa-6PBoBh6TPGp z#c>lNs)p19O}`&Y4MGldjAyl1Hhiv@PY}mU7esHg^4MniNvVWHW`+~R=TMn!5KgF9 ztlIhS=9$Q86})dx#r&&b9p`JS5T+dWF?O7{Wp@VwM4&6T&Cz>td2T9X{zaG<{m#AQ zyYqpJcurtIW*>X?y%n$p>qw5j;-TNc1i#r~nMbE6eCr0>d%rmZ_NMA2GGX7+!TbWU zScA9ADdKM%29oVSGMYPjru#^~%$`GRLb;qRa7W8s2Gpv47_PLD5T04~#T>Mq4v%|r z-LxZ7D@+?D{nKm$H?e(Q@KHu}x#g(yy^5zaFiV3Cw&07uA~eS4=4HV0;u&T39y<|W zO8`nV>`&CpK82)OMpFG=JWhw109HY(krXVbkDj}EE}?$LY>sbkXcl$~)!n!t5~ucy zreMa3mU0%TGTg*e*Q`*(RA@i-g5ySMwq+s2f>+g}f1OGXYX!ZnDat0L^bFs-<#uv7 zLhx(ssu#J}B;Lg<#Erd}?U=cLe*Xa^4kRBqeKCk4 zPAbF{9@jMh98@wNb)y{E4pxO{A)QP?uE<_D^#H$xk$)zyO}Jwm8=#}>j&5QA9ccoo z7HtK`QKPKFPjR_uRm~7nPZL{H&2L8jL;MM3Gj}_3TsutyU++gWN{B&YRUzE>{#igH%UR=9HdKZG=AZ&+>hnNk zIuZ--K3k7yp%fK=W3O5jYjsnX{|`Q5#l3Q`g(sC}dzxQC+*b0E` z+VcI{Y>>K_ozV(zJL`@bpVfW_7fHuj9G!kl1pG{04~H6RQ7DgIE8i!Nq=NO7Y!Zlt<_vN z=p;JHtj`=x0p`u*WeiknhR>`2E6y*aq!a5T&n=jiT&p`m-1@f?r%lF>&>A^KSHQXT z-q?V2>ZmZY%15DCRUnR^w<#z#HLFqH?9;X;^1CaTbI_EIlrLHTm(`Om@!d$-$^BXu zSy70CgN5C%(pO@@pi`23mF$r!ZD`dH%SNXk>aP|3M%?@#pQ-bbzpSL@=EL`lJTYns ztiprOp@fNqqk|RSQrP(zr)eP#i-MH!jdGQpJJJf%vv+r0!B|dJ7p3z$-6}ttJOWTH zgFdi0?A@FJxwwfL5M}upVNsG7p5uE3nm(V_IoghsyVyd&+rPRBB#-{>K5ZuQMvqVN z!_M^Q;TfS4^POXo+q9uviig2Ho4A*V(s<+k1FF5Vbf5eU29S8eXha_ja^(PEOLL zkkH6xk=2~gBf6TYEU!o$;5sxr={nAHB!AFOFBI zpj8;{c~qpiDe>*5H(NI^#aZ2Q^RH@+{CZP07Ni->ep8D!I=8}q&o-d3kMFd9ZfpM| zbB^E(LdcKX)~63r>=EV`{>4^HqA%T@t zpSg__b40xo!#VlcZVgiRz51d8y#P@LUyP$E4)mD)VqJO}tk_Ce)*{h(I;6S6_Y5;> z_CKm6Z3r0$3{F{RnH9Z;;AQl+cD9Gl9JS2mK&>nL+FSFmTLpH+l}WS2@0jQwO^r$W zO-%p4I|;Me(1YuEd32~wrxA1&efWPc6(s?NQVgkA`Ju!yFA;{*G3w^JVuR%*<&d+n zLGXVGykg{sJ)pVE+*o(n!rJ2-N_9QK9SSd82;_ZQHVosnzF_NJKS?;l-c$J1h_J_z z!~--=52M%YhT#goVw4Tx>fo|oPJ@Y#-?zwcK5%7i5A1vHcU8Dj^*iFj{6&0>7-h09 zEw73fl6Kt#|KKp5>+|c(h!ggDSm|szZuHv31V4iR-!OZ=^)_I>t;udk2Gxc}kDUdl zNBh3o^et0#Q;`hfF$L}n-qnH*bOl7Z2xrqk5SHR#xsqAc?17d!Pvo2@tT8bp+h_={ zp{;@IJ}!Q#9A=i;TYSHhS{T0rB{|jN`Sv^hk|RX!M){CsF*(CUiV;t4`K~8DHn|=` z_zcVhsrS7|VhyAnPS@qZb!VSW$OdpQOHZSiPmd5%h!c;aS7x{BG^{&OaCez~tU^sD>AM#oZ({#XyCSipG_x@|fM zv=sZ--T{HLN~UM7|2Pe{ojNQumk)G^#g;;f(pO;OScL3(^ zZMDHnF2us;8=px{vDMr<6^MJTWC;?>W-DfE%;V93BAVoVV?467_L7*T@K+o<=v5fk zVpnHV95&u5muzq<#Wh7)q3WWxcrxr7alo7fCR7Bqrft1}3nzyAPpLp_+nSFDOcLuEsA|<`STbGQ<yq*n4h8}+c)ns{k@;wwMzEKKP|LMN4(0R;q}<&{ifJ1&`_I-A5w>%yOt z0C+`=I@VcGpcIUe^EbRfWDGQHzx^A+-3Bf`tT2yROG9n(W~k>8q(eF=kZpnpe%+pxKO+b6_n{Da@GFE&4W6kW_JLX22$$OBPu{J}FO2J9?dR{`>}1LE zbOrsrycE$V?`h(Lys)v1<%dr>0x9qE{5A%^3!WdF-)B|+8t(i*#+gLwvaUZiQvK(R z^MBOBH#gtA(j2N;Xq&h46fM-Eh(D%Z%ehm7nU)}_i8T8gs8Afui}~X5nb;D_^cwjz zArPH$$Rw- z4Z64F=BDVOjXP^nN+S=I%tTkmlxbv-M3#u=nNU4y_y?G0vmZ@U%#&0cP61Dm%nEon~ zGv=BUS|`2iZ4g{0vXEWpqEU^_=`i7}v+D?K zTuc-F9tgsr%u*N;dSf&BA|L#Ift{ zqDt<+GE5I6yuT&aw5ELHg;$03&&OGzvW-3ZSOdY)!#L64VD2^rou3WUr|y@pg0!v~j24T$qIY*{6Ldn$l*5 zjQU)v5Yn@Dr~A|vx|E3w^wU2JuLjpzrMAc79{&wji<(_<Y-S{S^vW~%@~1J85JsXs=@G|(->r5P zYO#HHr~L{vQXYJB8~SI-07bM|NzYQ9g{Rb`i-v#=2@5Gb2qttf#nk?(8F1^BC3;-* zz6nv!taJ%W&(}s{I}!5!ifxPF21S#1U!zygg9z&)ZaHp$cabs-g#n_!_K^3z>-1bS z5Oa0iEbs>rWMED%u@nW!);1VuwGU%_jnLzq2DXS-gDO1ZeI6#Gu10NnfsB^(v8|#) zjhIh`v&mI$4|D|&J&hck)>Q*)W{Pk=wLs9Cvu`?kfXxcrbr;uno&-`O1?aT(2!;-b z98HcUxuKMLjf0Lm#Rp*mr(tn{6$T?T7BJz7@Rz4D>8$!xfTVB!qmcor(ffwlF;8;M z#y+A+64|7gP(_{Mh|cJ1D{r9dqHB>qyUl$iaGFJ2355#cEc)r$={?ZX^EKGr7|2$> zM7IWolmkFVFfZ;(wgtd$3{QCJGe^Kyc_R(0vcjG(yAF2$#Wm)(F6IhlD3%jqWJ5FZ}>m0fzt_ zHECFWc~K5tY=enH853p1xMNPNMaj4qE#C$LEX&726qZ)OWW{|oUYbp)lZKIvLbP+W z)NPdoUAl^<(Mg|0X4Z|GGA?$9Gai#>S$CI)MW^l*F7hofQreqAIHaM3L^P5*LFAKrhSJMs%)@U$; zvDA?X6js(FriG)`k>K|{R1U#N4M;i-KmPJkoIM89zK_|3B_6SRkWBkR!{8%t8KE6putAF|n-{j&| zE2hTiAp}aOR&6WhT{IRaFrxvIykmW=rm_#-LRPJxu9w_|YY^O&!y zbTwO^b3?+)kFfjkFx4&MXpjmwSc`q?Zip6mRlZKwvk5(4WKs`DP$&w7Pw8hw0)I<` zz=epb(b%_Cq1v?+6;Wu#8OQ2`TjbiJ|MnZ@GGrP7z5$>1W2eJ&YP5+`9rKlVtW?}q z@E!lkDieYyHN=9bbiPSgV~|Vg2g|Gwqnc|X3FY$M@|c`{;}MvDQ5Di4Nz>{9vy!=O z!o7gB8$xv~AAP)odyr+R-Zz}&Qxp9yP#ag5QCz%RKDDY0sWNUJWC{}J0tPg6KKu+6W zSEp5-aNOPd{W{^v2x z7ZYV^BMsQg;FMBWD3EbzW~FbzYWa8Ys@t$r6^yh)S2+VQI@ZR`51n}PL-+(GO0gQ; zPr94!bQ>Ro+#hIWp~zpw+xARPaa(8csb*qrcydDEFk!hEBj9DWTG9#V+<9&kZM5^4 zlLCe!%h$aR{u;HBU|+J-h1gl>av2}1G?;~Y&RTl>Ps?4~)SLkjT_!aU!X+%yhaQGr6(yF(&W#CQ>*?VgFNK)R1zQ!S%@DdCbC{kue9;&)wc!9zMG1X6 z(l+D48!lXHDV{Oi5|YAGfHX)kar}zTM*4_KfAR*+pF_ysD#jeQKhGD?*LAXckRnvi zM#E^ft7{Gt93JT_5vy#IOR;%H5OEns!OO)1A(7vc2S&Gf;hBu}K3K{^7?wEps8Q$d zuJ%qAfsPqu77|5L7w^&4hLV?0Ru)Nj4UX}~-}E_@I84PRj24_Kszb!L zGiwTwYIL_9^%!h%jcZiYFFYrc>oSuro6X#>owN>il@GW*A?tR8%WtpJO`}_%xS+QM zaou)%$z6v|-XtLbW08zV;26d{=@o|IlTajw{a>J-0%bFSauhUKX|t5srvn+D_|w!Jg#)>q4(TF!G;mirKVQ1G{_kfrS*Q zH_>$t(OOO~-W{_|=v_RUY8B?|M<$*?Q8T(KgEt(_TGP1_ePT-75x5)oC7_gPrk`NH z`U5G9(>7QM7B`Z1)&K7vhpeOy8)WEd=m9%v48$cIaQdMS^!fD4f0bDpc;UHXLd(kI zF8Qu}<1f}xjz)rzBeQgX^$5$5QHVjzZK+zKS?Q^@@KjW5k#qnShNUSERdXsP^&mUH z$kwIJE~jyf>hGX}c`rd2YPxqCYnJ!|*t9<$->DX)cqnenJjqt;bXZV&M0B$k`*mZX z9h^2{fa;W#az?oFLFSe8;IK)%4~0`?K#~WgbKWwXH;E09g!M_-=v4g)BADbkV!IpD zNex;Yh=!p(#9Jt{rLg!u9}qv^6e1Mk!QK=}Rv4927i(+0{`CG(;r1u8pTLHQ=Dr)$ zZBJ-G3WTqV(!2Dwg2ki26gU#Y0YBPEG$(L%umlcZ8G_HXnrie=G1T=KO;mVJmiosK zm)d;1|I32(BdPA4?)Kh8w!U!{g%<3$t&X+8RU-h&#XofpA3U)57T7L0C{2#ik7b3)obh*6FkQfEVQdkCQ(gq5a`|4;l^C7ZPq4ILg zU3@X=x)oQY`AXk8Pt;Cx_&3**ia1FNko;u7Rk=I5ILGniwMQ7O$`+5$n4{fvc1Ks0 z-$K*}A#6^r78rsRYy2;JSy2i5G!|_ZV5H1|#mM^F8FHyf+|?E&g$M&e<);ldTU%#D zit+9KNI5k{Hf%s&M@|d0=olSOE_Wz28H4WYC-A(Khhi&-)?#ydr!TB_VU*B z*VT3`^geV{o`XAy+}VXNU%u?>kO`LXsg2n18V>8m_@lzv22uj-mWgd!Q#VTl0|7T< z)ra4}fj29Do<|IA?Oi!U+6HS-0^4&#`YX6W$}iet3hn`snCv&^s#L+O71$9*HBA*Y7!$QX@Az?-qtBW1zY5Uc!i?C{5 z=MrDlu7i*;!Y0WGU={_kB{6#D;lB_{A*kq#!jO=B`&BDP%0oMZm#2hJH2C8^yT z2kHTZk+-qfdPq+0j}ylwsZA~3_;1?)Op9_NBn&h&-ka8Q26?fk!XVz8i3Y2-I$Smp z)x^4(Sldn#REb+mc&hG{6l@gHLS2NMQ3l^RC;j=qo-_~pYS zxj~0*rxGPckYffx68J!S{<`_BI^7UVNBDC-I=7e=zoJ>CNy2a-J9yJ~rS`nUUv9JB z^tF2QxU<<4UO^S>v>CxLB-{&%kBkaUzrF=V++r6#QmA>2@KS zj~~xw=!VSfGRWD@L$NyNLaZpd<-=)s(W*_#j7IX55Qr5V9kmqD5SyL)O}Z7MWo@>Y zegS)df;5x99(81ye46~hm&+?)6wH*mB3wK{y~e>yD@S0(%nYm`WLhlm8o;_$GT5I@ zHzr{i3364gS!IYx>K~@D$^>{@@x4|YL{N9M2ABR*)o(q>AaG$6`ZIy|7X1t@0_tTL z_Pic*widw?_M6p$g?&mgpZ2#@Bh6g@Kcjznw+_^e~?| zVUaHs2i04sVd>v67{<>Ky}`81X|9*G*bw2B+VaXxodQzBz>#-JCpT^+Lk+1BEWHP` zLVUrYIl?m)$+6Mq@3KekWRgGH;7r88k3T~7d5>gtng&J(XEPCG%y=&^@)7KYagi>> zQ4g%p((!I8>dxE6Ld;InEoB}~Kh~M*7{xfjXm#~NCcXzvz5j8#G#UN>@CG-I3=PZ8 zhTQ{zeZM1VWLwc*;vGbl1r!pSRi&R44zUo~+;|vu!XrO4uxzYi82FNaX;6q6&l#Ly z$*vC0aWaeRjK2-UhzCIm%p;((uRIIM+=1Wr6~-|QR>%A;fwA?POjL1$i$qE0P1d`j zwn*Y?uY;z*^!|!gIsqalHdF1fsI-Me^s0$KKPz3T6%1}xCu;SsyDoA{ZY6!d4)Zc1 zVTiI&s6JFqC6+m5DAm6+(kd>7#G)Vv=9bS$LJ4jMw4KwEFj}yr+qP}nwr$(CZQHiZzir#L zZM%E+#Kc^j2RIk&6{=!oW#;#q^~CHkxtcS*V`NstS){WomMf?D<#LTaZkgu{zPTK! zHMTQ9N%);q)`T9jPRb~+a~LQaTRf;jsmcIUQ}A^@J7;-}Y<>Kr|7stG?YMgh$e{R~ z+A#qLFRpWq4ATvqYNEz+4C=9x5aZ0+GG`~@n=t2=Iqu&|rOEU6XKfhK z&-07&h^;=t#XF?7mY(;i*Vs+qc)!gjj81t8g-usbs^QKJ>~Y#sW{Kk6|9Rkd!{5nu z+vFMKOiXtfp$I)|sk-npaZB0+Ra^)o!gJXlf46yW1Q0o`q=+09a9c1BN9t&>Dbr#%Se&F8LIlb%tJ;EK|;JDl-x0eH&p&6VmOX7uW`;)&ZWwzq- z?3)#VH-mcer!@&iAVW6U5#x<|;z~%G^ic;c`SuMH)j696c8@?_?bN1^?P?c9srsik zb;ChRrS)Q$uxRTssUvfc)3QtMqjuvNyjgJIJZlxmo6*Oi6h^mywqt~?H`!o|Y0mCH zOR*gFg!5>I-HkIh{*C{<_B59v<6iLw5Z=Yc6Wj<{`~u7&e~>g~n*cxfoXT1i;GL`9V|opB{~+h{=4n1J#0IZhG!8a z&4XGmDk|;^?nxUKSG_mMdW|j={*??_Oq-^FM#e8_uFNxZNXE@qw_eUF6^l_Ho@=1k zXK@mJ?=$^g^}>#I1*8{FwLk`iE~$rfm&~OBjd3e=E@eK@k_pbJYNs@@Wb~}mz~pxk z$T?pTI^k}! zY1kG-L}a=$=ghv4vD)UibM>O8kc>0(mQAo?QY5agtVf~)_~GoFy@_t&gJI}#Zn_J+ zn?c0sftvXEMk}18fiD+&-cjM7!iMOFP|)6oy>R$k$T~!O@@(v9ZEZ6YN}dJ5M*!JB zh5NKCoz6==p~l7)_=(Qclz+R=!L2cLnxikM!N`+L*;Y&0&Jr5Fg&ns1MDcE4_A7a6 zV>my@V`oX4Hc!1t9i}T2rfOH$iep4G=xKvc2q9;USN8*_X1hzjlcbnbGJ;}g*Yald zi>%s*AbP&%mb5h}JO|*57IH37sy`vM;Hwih2N1*CnuY~Oa6u!_1G^n*s^a{gFv-3u z^l#=W0D$rTp4tCCOp=Mg_WzS4%?4WQzEb}mNwU+XcFTihkM_~ za53$>=WsZkruCVf#Y$38SOJg#00;m91PA~M{D;5f1^%J~{}|u-_uk19{!UTD0RZm* z9{oc=KtB0d_x?g&_rCq}7XGFf{z4x1vX1-*fApQ_tg4(s^j_V}LTIKR z`ToeSfD3F4-+?T^x&g3~LN8l#NMag5OYw&5*H@e{<>GTt<}CW>4kE1-|^O)rjatj5HqC0tsrvGxXujc4?R zfK6kY-r4}+&mbwFajQIVr^=vUaLXxg`5FdV^vM=8Ys}v;SWk?vznH}30}~!Zk+?Gq zXU!bDRS#6iNC0U$3T(Dh^JRs62YPn)=e@J~Pqea2v9F5q?;iaN?Jf~RhJ*q!mG3GR z9t6TIlS~J*$460_>Q|-8ht3VSMSa-&&u5+(;97?_uecYX-;K1op5Is?QyJ{7e9>uv z)%~I7|Am7#vSD4h|26EdZHG*?vk1$vB3G9q9Eq>(O!%4lU#QXv_`!OpTGgNFw*XnP z#z8X3Oka@o>dp=NW$pNmf!7##j64y4IF{Or5SWwDnAh0<;xI z?8@o3Fths(!y{pwc?O&OLsH{mS5Lj{9r{;e7pRpp`(i=|B6FBR5x)=q=-AAh+1pY{ z9WKPBQNBKShz4H_O_OXKf&I9y1r-Z{9{sLA221+pvg)LX0!+<#!`)Q#KnLwbZd;bX$w_9g8)vw#0cN2!6 z&>suP#c0-_`HODChziS*Mrw;e<$t#7xR&1V+9*_2vk1&j%`1tQ8#kP!m;)SF2-1B_ z(-o&{@>MkMl_>wkel*<_$HtNpY5hm>i|tRGOQX^9MM56o=jKoO10Wi^X_HIwewf@N zk0o>^t(nS%?Vbr$q+J-G1l5=ofIAWIr_SgFy#w#)F8a74CIQUq&!EuSJM-=I{;SC= z)`)_@xLq$mwvkp;1C&?XvV1%Qxo&tidnA#JHzj_=6F!E}WVYs+X0^}RAaJ|qqdH9J z7}FezS$mJ$f%@1)<%I!fVu*S=I_6vVA7{$+Rbt4oOQWJRzHBw!Z~#f$TMz@w_Ga!G zytOKGlsH639laqFJ_t)5rBPvhckL$|?l`IleK-Z5&|~}=A&$1lxekU8F&c@M=3mk!5$IcE;!BYznp#_=4&uQh zRl54|`J5kkH})dTK`6WUm0)>q)Q`X=oSTe*^WPi^3ERes+btSxYLg=&GJReJbYC7p+tX0{xCxTIrX3Fv+Uhj#GYApU3HlE0bl`p_rn7MOUjGj;6j;lnugo7 zkpO+{Zp_M`&$d*7{gs{SR|Bck8wEeO%a%wLs^9KSHbeq5{liL7cl|S^BT<7Ev0;S` z%l1Y(6wUz+{U9<-q%r#t`9ydGLKiM!7_ z<{8`whH8Y!a&oYh_E0zV@{Axa`H{!kGBfEihXR`idh&;A5Onnf$sM0S&1Tc5S7jB`h zAFeArC^T*z2JEAXg%0aj62H)aji-nWwG5gg?yDFr;mSrK~cGu#rb%l}|wnlp_Tnt$|I* zx)aQ!GqVQKQ7a}zUZV$Rac^I9Y4vvQLMr^6*WLs9NRGgJG|~22FN88khd&=c#HJn4 zIv_mxDpXe~gWUp--c!K$GG(IZ;)=pR`nXr8Ma*pz{Lkk(Jw_fmKX)`@pjTwl^2bwF zoukI+R-28ro7d4|?@RSb@NO@ZLBG37`_ColL7L|N1!Xrmu(*;5=C@~FjuS{3FqT_a zhfZc-THQdI$8vz$P9ey__YFH>qOEcpgxiPJXn(O3ZO1D)&o23c+FpKZW6Yl5-|TyB zXk)t^2)puKx+e`mfBSezpWdLHUU^-VkzzCEOPMb=0({&+BJD7r<3$2nXzT*Ql9Q&~ z5+J6=+su#bL+lVaX*@9?ow`@}OglLf^x4clef&legg7GK^ZI$k(Qv;bo2R zif)|=occ1gDh3g1s2c&46bLXq8X*QO;XyNkE4RK-&O+V#o3l}-&OBRIKA+x&t#S21 z1l(S*gY}LpL7_(8SMOyazR_EbmD1Qhd)0apWrd0t)kkM?62e5!asNEI-_Y5R^F|!m zU>^od@2^mL1QBMTg(W@~?>P`hzo5=B{1#B};kU^yWfKc;V@OxU(&ybL^7_bN zhp*dAp;``0BblCIC-}_yzGwFxgJj4eYzhC?XRZ2Da{=*PP4K$dY}BHHmyguWmEEVH zeS5+^m-yKriX%K9rIOBa+%-k%u|X*@W%{}m{WVZkda#F**yRU41n4;*k?b9S6wN+% zWODt!8ls21Y{EL|B`(pMq33^`tAmqfnqE8->~A)lB)zuV8p>F~XIgB9sUAAk~UmppAoN~E|hA2TNz43)9EL9!VYAnyxNKEOZr zpnaqNnLJwXSP)lTwHj0`=D`Xzkp|em7^I0CUsFrLigc@Wq*0&Y;@0#9EWM{09*3`l zxnIeU34%;3WFJJz42H)nL-dh8r+Jmb{_I9EWTv{Dx%1yyxKNY27gSn5xLx!={sPbT z2l(S{&|ZW_%Hr{IIb;-i@4bC5D0^0xOP%0#@ilXmgx5U%*3~M$ejLLYvD$hEgw2?%Hl{4&)G+yD zD|`I+OkAG6Z+;TBC;+b^=u8!jH_E~0GV2<2eT5*l(+nHEU=v{cMCBswD^*mx9l{+1 zyVh9*(3#J%T3lMbY^rR=R!TRJup49#OISz|wSfY(;2N45uZkyKzizFhr?-cBOLhIm zr1v_z87do(=bE&gd$VpVV1r?Y93^XCBe__q&&04r&@qIEJ6TmV<8K|lw ztZIeKQusFO5EbHv^k;1hFKTw6Kvrmp7xfwLn=ha#J@m5hB2)idr1~qQr~^R3&&=XY zqxd7T%H^B3pK>L0_Vcq%Mv+?T%n4&wYkpEs!e@Zny%Nb70VVNuZsT0Uc`J~bjTMe~ z@wwN-ST797W0StKKGoyBv&PyKC9|4VCI^7}eFlPSaM|zs6rVWTbwJQyj9z5{?YzPQ zc8ZW;L=s)OFa(q6PO>^5iHYMzdT->mVy%tQuH!NWQmJ*dXzOg=v zJi{1~!sqX*KVxx>j`6#a@ ze&f>6-i5Hq1XAorrUMsBFguJmf5> z5zECmnS2QEuBECGbs;_!lsTi2S)V;`QLjL7ap`gO2R>~tdoBF2Y`K0zVy$&;Y^ddi zQqm3fD73*4BpQL?Nh~0H-xw44AE>27EPl8cl5B^d%Pp&?&ChWv#*1RPx@ujG zhbPrgjx9#W`kj|p2XKKTQ?}WiLSIsH%Z?9h(_f*mNmdJ+m)1V3lt2({j}APuokpDj z%m;_zl>Igif(YI=Ar}qik1p~t?f#)`p3!}9=wfb~s_ZaO2C>PZc^b2ce!kc#4L@2kTd zbVjFxoZ%t)1)$KY9NH>;i954VwP=ndfA)9YePr2nniuvv`=gY(B-*>)p0uhvVJ2=m zE0RPZs*{sAy_IdOZ~3kh6r00ZMJM;H=Al!uny{Zi$=qwlVq$-hTI#ppQ8btPB{I>T zGd_3C5LdX#^@y59lsQHaoJ#K~DF@m@XGC2jUiJhALC3;`?9K7k3x~~3UJ{}+hNf3| ziHTHD&|`>gWbDg);6>X@Hp;qL43JE1@S|*;Tt-VRkjGDdrv1SFEN`lxX-88cdH#C8 zm(#1R-3ke|!;b1e8&URBD|8emWR8$$#rjZA*^VFP5s%yj?SOQSWLUMHlD=Bc~QY>SdD|~NTNF!~M}(G% zi$$%Ub{Uk*+tWodCnkj0nVll>U!$2dRx*i0=~W_Lu~0HRsb=m9Ia`QAt?AH^*;Wi< zZdk_9&tbUz7~8Q>sy&X;S0w>J|8}HBWe@P+)}-hX_#qb0C-%DWKf-V?X42)$ul{Ej zs(Y_8EN+d>X!Q^46%3-{SV{`GLig5aZj%pai4<46$i3pY>|&6oW`=i-tIGhE_#iH! zLwU{JWviYkhT7^%sjHEgkgdL*Y#X--7YMK*`8_C}=#^>pymow(n4zw3aH^*KgSiEYlG3N0qNAqO1K zIup)u1k0HTJa#{f(WU7;8HJW9;pmMK08e@wAWk@%h*I`}`xmOXkU(fi24_hY@?gdm zwg-sIs!C_hRv@T0?G1JgXLZmlGH2r+Z4&IChvj!t$@$kaMsTTk@&VDTZfde0@^MA< zt}P|aHN3QgsJ?Eq+rw2mr}PyYN2NUTvcMdiFNqtmW|*gnIxBaHB~{vz?&=t7wNyL zVsnv80UXT|&RBxm@7=G&@GYZ#{&7(FCCwq&p>bha*OgB?5!tJUk!;`;R%M-{xm?WS zg(%uOHok6g=m#0@0u)CpMqwbeE9~yEJ|HL*t}E~r2W0f z@7W7Z0h-m8!}b>sl}H8<&}y8JO`zR9HGhd-U?1E_{NQ19Y+591oZG4#bh;d9DR&nE zvs_`#)8$)=HpD<^jiUUMI)3-c)!t&E?2Y$=vIhR)RqWvQwKfJ3<(vpBJVdA;B91W> zRGZhqo7KBI6(f$tbA;8-f=W402BqYri^ixY_?UNYu(O8ic%3$PRYnb#x(I=Yh(cjH z%9Em1dk?1+ZObvzDA)1#)rl7*ej7m)El?hSh0Y0ow(T<_U{oKlr;OfHub3qly<2fg z?8&fqIdDjY)6)FdiC7o8!11kSfKK2gyW$%x1^~o91unq_#)RWSu&T!^7;e!$d4Dmw z`GQ$UfyZCJ9RHDlAkb+E@(F&?ow`BVDdps9sg~F!u}z9a@TO%#gI?S~P50q%AEo>D zIM@TUVzZL52%#uXn2Q7LR4fXZtjhKf6XifL;h5dtZg98c@)pG?CajnE77RJCU}07! z=1bi}guI`p!6=v9n1Vt|F-z`XF3z8z?XH#_fj{{WT=L%p0GiC>2ZN}1F;-6L@E5F$ z=7&1}(`wSB=)wpmb}v9elXvHS#)HrY8`yv^@Kp9B9qAZRjEZl*R%?i-wfs8M@@3l@ zc~Sv2tNb$rs=tv!7fxnS>O!g_(mJ>oAsAh`>ADCnV0BRiUwO5VL1RLZ-lSK{Yg^Ia z(e4SHh91RlHsZ=NQtuaDH{tViZ`~q!Lr3s$p&+ZfDMBLDdX!Vx8(~^91*vKe>^I^H z|4~MuVgSf8pcc2ynw#Z;OpDlrD#_P-JLW{nh@2?>25m>|Dw+7!B+na+95Qjs&S_*? z{mqc`$(3twMkw7gG=ILko)#oS2jWa2y$M2le=s;US4t|sV{Zbn#nBlUM2Z2V%0E_ZCRK|;hP%`qtK22Rio-JW zHkJP6Mg+Tex|)ykqXEW^;gawKp{+-CZZwsYRkxt**6*KZYjwNt_e=cy9Zy}7Sr$91 z=gdiH*?X;1^kXC5RO)j%O!S{sX~*nD0tr1;35{H#jIy;Bpxo$posPy9d%_{ojXQt| z%C(5|6a2D7Q3ma{K!6g=` zq0ml`GI|Y3Ek=>z+>_}2XkYzfZc-=p3ksX|J91Y`sQr)*6cbxq`Xzq} z)ZzVNl!zuLIkoG8oXxv@$-WmUj?W-w#IcaOB{GE2ks@ph`3gcZ?A|6M--g*genIdu z!cWYa>d7l`3l>w$q? zRwV%T?du&bd8#u6ro!Xp653YjT04d*EyW>Trl|zm)9AXM^oNwNmN7ajEtX|()@&lR z{Qx_yitwiFGrfiLlGDljDCL*lFY-{97EpZW+oMEih%MWSg^_k|qr_#aP49aoP3CMH zaj-{7!aw5C@)&uQw~@(YRo)uir~zZTqMGUfkziCXefi#SX?ZQOjK`ZTI({RW|Axhi z17zrb`Bh+@Z{vOw`)fTEc3saqUk*V4B_ybTN|$HZOy(l3Lx_&O{2o7@Bwr(hczcQn z_)=F~7$EoV*9a6Fb70&&(}m|>bXe9t!9L=8Y=UQ~G3sCNNO2lBf^H6Nt2Wd;vu@9L zj8{r&Q5S!fQ@-yBYR-`Y^j?Wwyw^>d2~n(C7IKz*Q35T9i|xJuZ_)Ut8xQlcGx5#F zDm}AJx%}H>#f@Z$SaSatiWTMzy&0=_5-6OQ>tAaTxxC~=OhwGvb{JCV^au`D1$@Fq zHHvGKwH+yDk-A3`w9LW@ykv_-B{SjxXfE*?tLnsQP6lH^HqujeSrM0cyVuU`05MDy z1yPPZknhQuwsQI!zDY61D!VwP#_3t8%4pk_(parxYe>$WFRPTgsPzG22%d!V>5lyp zOGIh6J4?j;u^d>>od96oqCP9!6sU=bjZj^hDuI`}!XmA2X)2h;g49;7*m*y$gAyek z=T0Ife|b89jxI!mJq$aO4#)eT@?|RG~LjOP2nY^ZUZ%t?Q=je{yZ}~~XQyPRh z9o>v%h+(x&;Y)-6E@rMWt60JeAmRkK-vW?AauQD}p3q;;W`0F&+V%=Gn`DSBO(lR9 zbl*ANe9R2uX^x8a2J7C0`$BTARR>u9FY3_8`Oj*jK#@6(P&5*VU^{IEs`j7DYoV1k z#iU78?x2TS@}gq}Be*-I0KX9~e;ZcjR5Z_1tg0Q_lc!q7b8-rbPs+ENSCSD$Xyp_M zTnn}w!l7wU$^EX8-&=#R0OIdNOF0pfM>QP|uyrc;Ze$5jFYV{^C6%CdUTE}YojZXE zA?J$44g7`m)+YI?{1ATT zZC|^Us=4~bm$*Q#|2Zp|KL(o)4K#vJX%?u&Z8XX8g#xak-{9WPm(~cA zBU1Lc9RAU#Q52wJKNBr^8KA(YJY?;pgp_wndUz=Y}a>iuQGQy(Nn8mC_w;_OHRi zZZ4t7%9r)(`DyFIc~OF&4DdtsDBZ$-<<cNr!iI%=Rr+JhbCuJ%J)82^T2%WeU}Vg}K()IOy4;0>Y%|;w@<| zC@oV^n{mhGsGdR)4@@p0j?G zNjgDYVV*eiK+^ykS2KbNx8=-;^Ooh-GU~5iO@+`F%%Ip~x`ekza9Kktd+KqaI>Ec@ z$2!J}+yV5LD`V%CR$+hWg%bXQ`Bp_i=c0R_0Oc6roC<>r36cOc7C^3vZdOb`;4Y~#btRJHNP+%4>7pHx$WM4V+YH4#}w zOlf#;(s3l`Qgm>(ZhT)T3J%ZrpGJ3oS5GTYx7M#|)@@v1N`1T=E#Dkb%?BhMEq1|&@6&(C9V$5?S9h66()I#``r9RO`80I z1+JMpz+GVd8MVsCcy#{F%v%3kg<}^=mNr3_K9a64>*u>3QDk`60`_;Xf@FoZo&s(5 zXyL1VIG2zb_%TM6#TV&iVjIRc!P+d(2FWDVfW>)-_xb#4L@4M~laCp_rAmqCc+9}n z<@4XVU?eLG!SU!D#queCKRxQz?+1Zx6YM1JNs7TFPD_^m%rz>404`q{eb=bl)A<{m z62cVvmVhuDX0?h;P_HVe@c%ZP8|*0R6d@uPrfxj01 ze`~xVKVU{f8G7k17p-E0xlBftO!F!-V9K%Z503P0XtNAp*GT78%ojsR>FwG?l1^(T z1FCNFV~W6jmkk`lQZLs?x=KpwZ?>?O%!F9RgLY$SevK$s?_TpGx#eSp&Tm^5^68t@R~)v>lQ z*MrF35)EhaKom-(II@8Y9bkJVh7XWDi}4&PJbAaa>i!aipfO2fg=@W@+#x1@mQh|yeHI)V|9|{ z0Crw}8Ycn&CGyf?aB}z14q~~mf7O|LyOu=!iqErPyUv9yq`iIfnfe+UzMmuGeDS1I zw4wPpIcy^2#Z?89U7(G@-EBM}U$QW`;HmpHP<+d4;dmtTavHKF~gM!!d|z=GzDwi+ExznshKJzNap& zK0qK5hN&6sxA(o`$Y?(U*B|fFwectDG3wO-ROlWAx}HhfCx~@BG0}y%;{H|PF8l?A zQe?kDhMoj(J?2;URPv>1skihRbEj@#mChZ1L1VLbW1o0C7J%Rwn3#~3wmzrBhch`V z3;q!@L|kh-DqNnMc+AqA?g6~0VtKz9nQD*cwwC6o)35NQD*;g{Pk5DSY@mDZ?n`AX zS)y#x3-mZ~>U(JK^F~ohY}DOh>=C0B;mX6p_m8y+@Lvk6Z5zIC=fV8C?-i`q4qnfT z?)Z3_8L#1!=0gpU>5HN^98{G4fFGC`#|16WBJEk>^zK_OihAWvIt`?XNi~Pf7 zYHkaT1uZ3J-rwC;ep7_DeT~;6B25}y&LIOQTyf@{qvM2plArN?8xWhdE1oSD@)dOD z$zJ=N>W6I3=wS?flfR|wkU-Adjzz%fVC7N#TS$BFLIu(H=0N`%8?eo*5`kRvk zP1K9w(7~*|-Mh-?YpnSY3Ori2^So=$DGX-7hBotKA`wNaAJ6tYWpEX zor-3|}i)JhXCSymr=im{S4b}h4aXw9NK7JyKL9|)B8JrobkcnfGPkkCtuDpLv0J5 zfqCJ^qpb`YcRpTt&&mml)m6>6-nw~hV#W~hUK~Deb{Zbv$(Z0<$Dz* zpE<;UZ@kpE%Kk`bhhNqMHEQ4i>kIxTU0*jflMPE6pJOed9k{~@bT9;51`+e^WyZp^ zOyOwWy-C~AgRI=4;ulS%j9`&I#^x6gHo4iD-B`2!kp@QjJR0DNA`bvKK@MKNSIyf! z@tdNM7B<-(3wGd3PC^Zt`BTxXLwHQ_%B{eCOVp-LgVdq2D`hM76zD5Ww5cEw@EPA? z-L-j%$IabYJJaFRO4BGrUFtktL@FQ-0;lBUUO|Bj7PmI58PsXX$I`{KaL-$%wre+p zgq@rFvVVaph?RFmF;`h#g8?7%djv%R?~hk2RGpkx2W`7M3n+U0p|QQ?UjvJGciXsi zG>Z>;Y8q%1SX;1ups-P@?Q9d9ZXmE_!d`Ly=gaVJ57)ov!tdE|MLQmaePjMLO~rqw z_}=*Ef05o#{kGOesxF@K9+f0lY(Yk^SccN~t-#>LUd4aGy+xN8QK2!U>GiDv@vVei zzVpKY$cya!;FDTHD;!pVUl8!E;hf7fXoCO!MyUs^vYyqEJx!usxmxE(#%IZUDx1gG zBt=wi+>w`0R`KHnv_jk09Ldd?cVs^Y2P_7!Y=4($Oml7C%QMXC>zFU^bVDt@Qo#;#P^3_dgov130TvjR=lU7bK-~Ag*vELTlX{R>-H{yBrpg{ zapEg;TXvYW5;$R)V7?n2_;W(!3`obwtIRxNNgRHd@=trzpc60Ie02N%ojyeb5h^H% zjy{_^ti{m-<8RFJwq~X^a$aKrMpU-ROG!nu;hs6^eimY*AiaBqSrAz^4W&tzY1rvR zBUWmHUR81SwoIL^6ru1jq_ch|=<_jegf(_o(h``JoXV-HCUyI#UBmu~n zBr-K!w-DiCWQu2uEkYHl&O3^?jZ@bwh1DXKBdIwk#JEy+QeX7gN@t(zxrQRW#9j?>M2l^H zHUJ&{p!crQBrr%KdMc7@@i@)=u&MJ(bqE0Q%+p?`fyq!??us*U)sEnPLIt9N(7}^- zw#oA9SD4LSz$FfM6wn0rr_E4WhXZUPxiC>y7*ss-dn69j<-ydzn$-7l>kCJ=V=BVF zp6U(;y{+bbHX8vfE0NG;6Hs*8J!c0E8wQc0Cp+;JtMT+Y=A8uMySn1Npi@Q{nlD-r zW<2IBMW@*e2m^L-l!yhk(tJ24*LLxA)X-Y@XlQ<8BGy0V>^Ahqxv%@SdKy0C+znNB zZN|X!x`xEfi!`I(?^Qk{x=^9evoy=pABB8vte}vm@NIcq1p8olZS}dddUW`!aHwYi zjFl$0`zv{idC%-}lhY95Sj~Wi5jb~Ceo8AICQ*f^KwnR3K051-8w@ce#bm5zFT5k$ z3~e_{($>Ar45j{a<1_b8nHbVo-#S?42eqM~EwW}kC;i!eQ}&)sN7+A(s6;}?*@{@s z$FuudMsDkAcS8r=`ESR^^w-O#re?orb1aA;E1foDQWj0F^U{~UW#W}I(~S1DGSV4r zBD%Y(w;wjN;x0T>`ELji{z?X%KSa_!sBvnF5eI}11fiw~vR`qcWKb)ls8cf*Z@~;F zfNCNGM=6B8GHeo7v3zH9gH3ZsQOa>dPI8PQYDK8kmgFw0B>eJqdr07%llurVOR+fw ziqfWd9y_idhFlOW!s~%hrC;YWr6!UAdjba}Bwj zsY@jP2Z;UXFW)DOj)L>EQ+@i?-g#J%f3eF|zC5Df>`F$HA?neXW172qPZ6V`Q!bU@ zarYOr_~m3%wFWpFey1a}FnU7YyKulaou;_b#W+Mj_Fz|%Sy_S`>Nt}sW~kzJsnY*P zp)W4+ODwmp88CQNM~#}^gwc8JQ;U*v2fVK!2~(t zBBa;$oh6?#^1^{p_hI}>regWL$+*+iPm_5PRE`^jIWoIyvJPZb?HIR%vIp24f-6!6 z)--DUa_jVu*fa30H98RBFaCp0k3zq~q<0C#))c2c6)Njc1bQ{`meV1J7Mmu>LUn3V zSrKYxEYX*}xvXT0>Jj^qL3w9usO~yQ?A2q;Lo#=RrrFE246O z&;%el2GuJnV-Hh(PB*!pT}2IwL5=hTwVtHMR6)zk`*uiqJj0RO-G)H?PNJYc7fH_! z%?#~FpE3H%$C$Xx(Y&$MxpXev%QEN&JHdfmiZMC)D!m!GkZ)yVsP%g6{GzlFB6%j_ zYCD9jfW;AnfIlL)V&*;)G430I{#Gp^bzq^CO6$%d;joWI#734kGJEHzk-Z--uhum| zX*H05yc=Y!vG|pBn8iW%_5tX4GFD3ergZj^(N<|Sq1P#^t!p9nzQJ@*_{Y@dtk9!S z=VAXP_d`;*54D;4IaY$Bl#~~qw)X;slF&#wfb9|yulFBgV7(^}LP|WuZ-ibDQtu*i zP)P;xe9;h!HA9%4n5W~L=VzlrzmEF;bx=9VOW$y94prXSWvGu(_lF;FuqZ3UaTZ)& zo40Kk|6yOS?lu#$Y|{OYo`SI24viqSWgTpLQ!RbPScvoCbBf5#MxYdyS|7?x!0HG# zM|)+HY;zaRN^R?kaSM+w8!>>R*iBjkobq8qiuPlZ?9T*F$&es%=Sh#S<%U4CSMHCo z?=@nLZH?!?axCJ9n0PQMKZE?|j0&vQ^mo4@h81ia*${C1&|O0wNHSc%cRoUj4D}!y z!!-t@`{<^{6VdK%A%0uo{-hs`$K^$SW`RBsHg?YRkJJrr8Ibp&#hE}t!Ss8r0S1ily4=4ORy@2Y6AT2fTlO=7^dOAG)yY&r6%k{CNbyGu36?1%k+ zuq=3h&1<(>bF;9-PU5xn&2u?Y>?7SkE58uG%$t#hQCx*scDrC??WkWYVMKdTdDowM z;JiX^I;a0K(Di`6Iz4&G96_8^LYxYPL`E>%&ic4xWl~%FMrU{ujc!iQk{_kDoY)6^ zM%Fh6o~jf)-9cgzyU7MM8`jZPJ--N)K0d79w{IpY05f!aOm(>O3F0<3*#~E!66Cc{ zGxu|)ei?FLu#B3<9`tO5Id3;>>N7ZKj0pdnzSR~k2s0eA5vVm=UXmW?^@B|ZGm;t* zyS4B>qE08}KKukw#%wWkis-pNE!omXC2l1>%wfBNHtF+F_#DGKE}M6V72R`4bCW2- zB#)_VDv5L8NGu2VCfT)cUnQLO<-z}(fL;opi_TOj;wjpcaZzW5dG*4rvk6cXD zTfo|zNrzwl^Y7=fB7vVTQ~nBh&^pYKi zVtISEO+QB{PoYkj7t2YXUD^-qwlByD^iHs&ZKJDbYowg35eYC zwy)Em*8&<;0sZn=R?kbS%5^;i0FhYDlFNN!zun;ApE@x}&SIJsVLf6KZ$Fl3?f%4U zyq5wY#%wDe!*Y?!Zndm;MaBtC{3Dr|ULkv2;Z0hS?9_mOZ%`w3<5+u~ZW%q~W@yFfj3cN;G6WVl1j4W*eumK_3b8tq&xN=?o&2BluiPbrZlS^(@ zmBV+3uxVp=zuFZdqo7(wjy4``$|Mll^l=f)EAgTiJel1c;_Pny{ndML1TyVP6u5^R z?Cq|Rrrl|M4%CQ%$L!L7gbloHjLNl?MewA13-j4Zf4TN3B)XyJnl`rC#Suej`$KT| zwwd&ze#Iwi9jBd%D9G{{QXhHXTI%RZkb;orbzNG!j4p*Vf3jCdasif)WB!$j9;nc^ zMFj}&*_V}UA$mx5bZzN3LL*co>cy8r2hf-^@OT#l<$y%A&c%BIUi^ zIR-Ny+pAtJxuuo5VwS0Up*^&P#onva>S*TfpLb!`Toc;5Eb7CnJ>K0w8l4I6Fkf%5?$b!d3UiOipbo1~~ z**qaxi`PD;_5q6NGXoHx-#Vt;TY_3r2dZX^*{rnMg;h@4V&dspHr+_P@TE^jxTw#R zeASZCA860850s*)s){RV?va5xDRruX=~it#lH> z7QYQ6{gHw7>O_7E#x_+O+WRLcqjHll*5o7wVD6LJ$2MBmi(shPH7#V*#<-d#!{J{n z>woN`q&05I0=?=~sv;j#1xvq#w@YHehNT<$@~i)wOV=PIGmb&sjw>r~y+r_JmQUwh zKp6;AMw!!c#<)<1KhD+mZ!eBfu68>exBGPOnRvUKG2XwM3!!>;s*|mzMmKo^W-88c zKdp4_M!Liq+FJ;nJOEnEf#j8O{p=9HG&QNvVn(E^HsFUAlO}HfR(3b<|EblYtNM;( z%QbEW3ib5?*2^hk-1r%wL05aZvQTAZ*)gM}1kQj&=)J+G!axSU-zVzrpI{Kytm@(p z+cnyZe7tMZ^l8C(9&l^S{ZVv*w-~H!W(6_<6DkkJEBcDB8)#PFkc9WEC&70x)}>s7 zT_&BWO7E&?{RVTk?Io)T9Pj<Od-17g#<$O1wud!D996U1EVT8zyLeLEPUL}0wdjRDzDRNa)nwE3@!7Z2uK16Z z>!0w>Vv90<{(?>UTZE*?wZX#h5--MPJR(}X%M{uMx2{~hjukpY z>miEP62h2;!4_C!um1Rf^Di)G1Z761w5|vaIs=UGy_|TDMW^$J%*VIBj#~!~+COX_ z>(v9;)nZZ?z0-RZSt`(9A@PL@kluGpt@lA_fG19Av)dXkT3}da(@f+cJl11gFLS@k zz7QhCMD!iH&Hu>wRdO)EOS#0EsSytw?4Ok$yiFl3^&ZGSwJf5C)tebMY#T;r)_hdk zYx(b*;2#OzY_(wiMuM8!X|G?WqOiYoTb;&^;Vpy&VZ-l0LO-;miaS-m~D`5D}!PCm#WJOaV0~H7db#~-7U5KY_Vl9Yh^`Q0=L>P7{RSJqcxnaCZY<19)`LteQej%?m4z8ko=i@INDYG=YxM)ah?f57r09 zD(1B|nYrGn$I?M&m)U46Q%yO}be6eyEAwqN-{$Ox@o@XiaZ=Fgb@#WBhHh%mZqi9i zbs)Lw1E9t+F+VlZ$5k;#vBBbb#(9LTfQ;=BAR9w_s_Zksyeq4(7(ezC3C8GiF31oi z=HmezIRkcgEiCr}Inn0Om^jp%H{Gy+RE(>VwA1NXjtq`&yCX;uz$5T&yFB^|4E!Ge zPC&80;VwL6xYmsz2TUxfeQ>^#la zK~K}qrg0NVhB=3_Zv(&wy8XuAa}*ad*cD$gR4CEhF(sYp5|{v~Jwb2gFJAnxZ5DCy z{ME2m`}}$nPKh0ycPwJK({U3wknsw;64F5XR)5*bG#@s>HqJm#RkF4{6P z4(F+opG@nWM;z+SffxISEUsx$Ww1uU7?5A-c4ae)8~707sI26!&sho8&(PZI*s(jh zY+FgV@0E_0z2%(Ou~7V+=Sb~tV0xf`%YaY}sYadF+||1QJ)9R;l!?)`bBjH!-3r{B znj9bkPi~yZysf~Kiq<e-?o9x`nnFo<_PFY`o73rxEXKC3(Q$3U zGYnxk(Jf)Ln7RDaRDL28+EZ3Rgd@&x#(qytrP>YiPO6s-)=PG%)-+cyI0_S|S+v*- z0oy`5+lFw2%-^=(*X^euUNlK6t@!0cDETH-5Tg#^hTQ6W!L{_WmlCvbqGx|@l2Mo_ z&^4H|@ne}@+(JNFsu_uJ$eJ7~;|;lV?*Mm~yV|(Y7`#t+t*Fs!r zKgG9kp01J%MXFbZ_I?T?eNrCU0~I;r|6Y6>4C`o`?LEeiIb=Yq7l6Y5PKUs

    cRKJ7sqy;IL5DRyb$4^^Pa3{+jp zQy4Hu12I7CXVJ0$4k+?{xi-6=9u*e0Mk~IM_o*f*4+qNGdGrroFhWVwus)H!v*)d2 za>**isc83@01vmjIVO!dkzKiRffK3I$NNVFA)sYpsx!lj!({>+Xyf=XT=q%4E}T-J z1D(ju+?@iDk5Gp$C3HCMi)eXCLH3MV5 zY6&@%ruNw}Oz>)Gm+Kc%DLN~D%4FNTie89Ac+09F6B9F`z?KKhS#aaAl6ixv6Te(m zWF({NI%;?&%*FIYb8c33+A>Wr=DtpCMAF00$?kb(bS&EyBbpvFo{K(t1hUSJ7o7o&hZ43fN+;3g7ypOkSU>_2LpT!AdzH&d&{k8Hb7?E-R z9fR}s$7id$=iy~tFeKC_Y>~R1hWKybNzA~1TeBsN1x!~t9_p8y|4ji#2HeB}_N=M;aTJ$cgtFV{!NF*i18ySu+pV&hfm zj)kHp82~ZfRB({jXprIe{%a(Ck^78nu%4(i=d7G(Q6CKreQ*h~|B9B2a$82nnFzZ5 z8eHm!T)?BLxFXvyn@LrK@+Lmcu^BT$tX-^D>^|JsGXu1G)C`>>2Mw4st8)$fb34YQ zBckW=eR`QeFCcr_jt3`%oz|N-geVW|eZ53|B*p-?wumI8pFv(9y`B4@YUpE|c+*Lm zGppJ=i=wHkjJdvG$bqJc0Z zp2{oPhbz~>f^twop45$gOFlTjFrW>U-OJpJk{D#*x{+^|zn#>vlOOMETtsCc4ZF;L zPx0#ogg_=4f)VVF-v0H8XZA(g;-QsCyjiP?5*G;^R(?!wAF2>moGOt$-=t@)pG15$ z2lBx50o`HV5$bqsR*dpQ2n}NZdU={tnA^6iqdR9BT435Yv}_!`ML3hK1!F|nzy)a# zSZWe6S5fSs$+v1(@)q+cDY~k2D}6DVyog!VPQWgb0vdUQJ4a#uHIXncD&u+<_%(s$ z*`mvw^;jvPcYr*7K*FMPZ{(eAO7`E_`{T8N*aO$}1USD$KLyxF!S zEtA%-97I2?=8raBx}?paXYd+nr1)|#Jh8pw!6*&x{SKyAau6(xaY@cs#!r3Fi)A&Q zhOisih2Dr%t8!A=@SC4<*yX3J!o;i z`mRLSgb3(J>Dg-!!Im7_#?HUaJn0@pH85+Zhc@A-`RVkpT9t!7BJUTL-c3F7aHQY@ z{;Z*F3{jGO_`8LM8eM`vabPI8fI?$M6~qS_Qri&DMLk5-#aDG+w5b@s3-yDEHR?7m zV~aZB(_csi!V%Vw^pO;R_mk;9sEuACyD3`@IevOK-&^wnmw$C(Ub|+MyQT zBt*0C&o*GY_WTO4Ga+T-T_VmgKY&Gc->i7`@CVsjSouTy9p#y=!nAxKNKfK@2OV(6 z#pW5=*6V;Fg3<;~L)4zbcjm1d3;kx~s6}PPf(+|f2U()LJo(Sp^X`Py@#eDj( z3y;>a{UA!V{1#q_&A^UQuspHE24i98wFoCOoB}Xtv z*!dk}l29hpQS_r+PvPN@R~~|sfg5a=VqJXlSPTOyi$DzGpK!KlQp?c?~1yxUmdlP!3Wsn4p?&=T3+cEbcC>n3o1q zpjIO?WcyD!R~=}G?a#TwO&O{;dQr0OB?yja6?ghARW{3}Y&spyGg27A!v>X=KH6VBwxA15UK7y7 z8Oxiwq@;ClaR1o^{0-_^p~AI4wc`?2(JI70kq|#Y?T#iBwtv^l|6p_l$RTdCAT7cP zw09m%Uqy403@_>$LD8ZPiKf@&A{TycCm8CkdtK*e9`v~$+DT-_3bU%gOXS-gog;;) zz=Bc&7ssGPua=uw*{XAhx3zPKew=$+Lf4;6o9Ahw!`8cun8`*$*4R}-dtJ$8k@4!U zDT|{PXYkN&{el70dqHySc0#6D>%VFa_)QHp5&%2kar;%U1m)YRADfaySX5iOz1moB z*E6#GyPda^JccW-!mRP0R1y-^@FB#M`7b+Q85$tyLpse%#MPg%h-$L?wfv24gaJ(= znr(^tg}Ai$#~FV{{3(RTVV$&+Y(DIRbAmw3gGMQ^V(u)+Q;p zC)ii-6x3J!7ILo0P8<#>Ghs+>u@`qox&#LVoUk_OUaq1Od)bkVL;~zCYYNscqR>5tg?x zS^2HEcAuyr52tL)e=FQfTHeNecLkndG7858oSb)N=_uHg>k1*tI1mek>uib#fgN}k znSI`Qof@K@rzh~tGdNk{)M=_+4K74GL!(E zE<~Vi{!3^1!K4-$PbEwY%RU{>(|sV+0Q|Ray_Z=P9WUR(tQBF);#3@{?dD;B#mOSs zDs*j8Yd-P9XN*RSiQ+JUk|WIH_yYT~8}wvY^hR0OCH`iSVsPeeeYzo)Z1||UU1~9~ zr*Rvb5;VuAt*YhHI%3I|ZA231F-bc9+m+6(_^rnfLWBA*s}bq~Ia%tCxX?5#<~3+B1*m-a?jeAFNum zA-G<8T_puQAbnNUN_TpR1x|m2&s%4)uez;O#Mpw$W37#1NJdyT#nxh+&qagg)1vsI zHu?ZzYI^@uB{gqwEC7im!7^L64asG$*Lu}lQBF;(ht%mDUS~M=Rv6HTlxxAP((&o9 z>t5vcSB|Ag-Plv&ZDpLqk|PGvC(RBaKGC2lnrGdFi6x*7mQZ8cY06c3j-8dLkjOa* zpEtNj#y>y@=u47Yy~LUy?p+WqaH>JLCN&PGJ_vS5mMXOJp?&#Y_= zCA!`jE%0h6MmbtHd6eBHktw5D9G#yDaB;!h2kN}|`9+{5VOC#J5Ybz(HFkV?n@PEasy5CQA_X75R|nVHXCn`ek|-BSHtl7>MUb`g!m@Mb4CEDn_UM9Puo<{(1?`I>+y{G=7Mt{7pOWRwv*wKRj(Fuv)l-ZK^uNkvqHZ4B` z^BeIx#W&vC*ieZl$*9-_aIgX!f*&Igw~I;9(z4sF;Lvq%YC+K}u#JL(XV$PIL}Ya! zTUXm02{s4llSh#+R|w!>+o`8#lBrGNnDvq(tDF{V%j6?3Ud}@O+R~bXPx9CKKA>B7 z@xyTLW^|LUg6|6ygHrEyo97CBJI1l1n>C#u6!+P==35PVPJDx$Q40zV2p?ObZdLiy z5IpspVFf|9k-hdAzxt}Fg3LWM;0 z$5tGTzKNL9gDu74eDa_V>O5{wDkiCD$~g2nb*`?lE5|4MNy7~@Rmm3^ zqwW|?``aZElTz4+fwxFhTFJah|Ak&VPLu_KlB_N3pwi*NF&kcT5dC5_(0^qdvvtNt z?-h^z3eiYX^!QKO`%fwTO#V(wu(eyUv_sLaEimJ&u?*5#$EQ4K_jsyXhcPa5TQio? zz&4T=VHVIYh^)0JLdC&-A`~a;Vb^)rvlw!TMB&f{H!EK)jfPx%Dt#xM&>CP6hyVbP z?yu`L*OU+J6asi74wGFJ0MOC&Wryqgm2xC}Q_2f%FYY>hVnuYzfE(4JNv&7uD6Uw1 zMt;~^Yq@vj^ps9y`DbmZM>R_SLeUQzOsRagb4q;*z}|a-cp2tTZ#6=KUP(IRFY#(+ zbH{aHZorT2S&;pY_rzo2VsLs~7(qycBA)SbuaB%2=qa;062X zB@@Cz#*~j>WCPiFGkx8QEeGfWMuVT3Xw5AIaae$L zL0DjOCqnC!uoFl(Ss#FeLN(iDX!Y0-ah?nYm-C#|*XiQlkN%^_Tc2X|r(Vd_{`{~O zGh`(0rc|qFgU}hh8KYksjgo}<;3pPz3D#G4^->@BnO(}RG*VztO7uX zL937@^!#dO_l>B}mJh&?J3=$l&B8*~sIYEeK5R2J?B*~XU!1=;`hs}%bP_a9k^t8W zci@~(O3V{(;J=V6PZCJaLe0rW8yjV9<^iXHs>^|SjJk{zd46ry-&eYhS?#G{=7$xT zl)Zlj#B29=3Cfsn9R@FS(~NI-G51A;Rx~~MwMOwx;;acso3O3lwIsnpddTJ=LW{?%+wQv09f>vQx+kZrSrUs#*h0!#uzz z7D3RXRRKnLz?Ws-6G;hla$(ho7PU7{;7ny^DGIhz!ddytLbz;p;dPg=0T)swA(X{* zEX+&Y5X#T!lFA}kd{E?RB1wLu3ky(b=`c)tk{MhLj_dG+nD|7_IO-K#*Lj4Z1`6Lw zaI00>P+7YE_}^ac*O8P=poqq_Y5`o&yDTdZnN8#s1RHW+TKI`q>8+TrLd1F_Azsz8 z^Cc2#=|qPt97U+pl8HUj&kE+ld=)0F!0O zLj>v~@nhW0+@;p2{?+aRqjAL3YFEXmk7jZG3kb@zbiFhNd%SQp)yc`3nD3C(bZ3-u!MWd^6+>c_R6QmkOV!m= zX|2+28KeDb+%vr~f0J$cg^re_(y=!1?KjeGd%^VHHq2!8g+14GskAe5SRv#+UG?xS zNCWw{+9t3Pa0-@*ndy1qd${`ZGtJ1*M9+H_ImwvY%6&P{@6Ez%8wvQ%-@i#h8bwvl z{GLm?Iat`Sb$Xd?W~VjERHB48cev~c2D7wDfq!-K9h!o{xYVb>{NcMe zJVCZ$WeHEpDZFmOnLi2(<~(lpsQL-SqM?2P;!n!of0}XaOwu6AXD)s9RKiz&5yI(RIH#{0I zWiTYquFQAa|7_imY4C{76LK+8%x5j| zgJ22SRut^@!3A)^00X?PWgM{E%$PzilxO1qpsE-!{GW?&wFVO+hW?QIF(1FQGjf~6ttXqL|v$Z~X64SRS-F8j(sZYeetL{?lOa(B(9o2o!(Wtmw-Dg+BR*#lcVp6g zhnR>Cv?KnkP`^i-=zj6p6;zxX7T(pc*Ap@CKGWy<))fw)Ic2cO!gPu8$0LIVO@wBI zxbElYC9TI{iA;D6{2t%hixnjh8z5vo?zTiRd=FHXhzLY1JL8G%C%8zQ*nO6a&(I5K zo?sZ~mZg}sWCJmjeP=62WMZ0$qwf@W}@c%ym zLqNR0EWGw1K6*N`dpxwW9)VmvP^c??AnQTO;z#oaW%lN1>;BG2XKSTj_|K|z)R=O0 z(cI2CS>>w`(t9*cnfL|x6rKZm=h&s_Ujz+K1WL%ZLlm*@UF)NpEmrH#%R9Y&aZP%y zz8zu}*yEkER5aU<=X@!tE+Z=fEe|5^vhsHiD}l<5t}%|ac1=lPQ#D&#MzIJ`67zEo z!&N(5`HYeOrn==o?mm+0A!eX0_CZ~hcy(64Nscx7r(C+H`4+Cds|OS#L=1q7|Ex4nUgctQ{rrHlh zQ0KCn(4;zZ^K+Ln+-IAJg7O+Upd)TsGV5Eyp3`2P9O6`~rU_*P_=(^MSF@z;Oun>43Bi;-N5=x(;uy+YEFI!`P20+==-Ra!L_cWOLYDvDM>^YwKi-MjVjny(q zt8W)j+kYt9cdeuGPjjqE?XYVUd*{jWx94!8z=9p+IKaPb;;~CMcnKXXOx#V2ERtS| zk~wMuTLFn8?#fuoUv-@@ZiFhV#{@zqGY^F|*pTdJr$4x{<(`Z=Bs;>{eRaNv7g1bE z`!NwtK2Zz`jsfJ$f-rk5N_~yhxGb!|46tZ&<>z#7*t3O!rVQ!xL>qo2@DQxS>ynr4_1cJIZ`Bei(o=7Bg8_An(3P zWfb#(B~*NhoE&rFDL(ZYrR`pib$AcCeHeN+1X)*u=wv;3$1HNxQ*DGU&hFQ+NL{Dl|{_6Ykxnan2sT_ zV^^_OQsuqYhNdM8MTS&BtbMg(|EdbFf^?mKK1k|jq_Dpve`c}xrdKp^s?X&MDMq!{ z+QKGr8>|U6L5E?m$J9b)bpi-Pk}%HZzzREovQ(AtvWFA#2{1?~6_s;eC9~o9=7uKEWojUaJ_O74v2f8*!705!B=Hq#0yr)7 z%8PRtKS5%wWoLoh_%#FR^YRU|Lh_#CkBgW5f`@l+I@NJv5$RIkqm|>B7y|8{j6XU5 z1BB1?IA+LF^~|Qlr|zHW-$7TLXJ>bqC?SWHOD>@p-p80sLr|n#(?d4kYz8uNb)tN2 zJAf~yJz>MZtlQz1Fy=}Ch4OGVL06tF$;K#=$}>b5j02cS=q5}{eT0yoWxlnpxE7T{ zsc~76K4kCZZkVU!JpaN&f-21cm6BBVV*8hwJ#rc{4R=39${4wN@_L$bD~qFB+ac$f>FTTDT_B&8=lX`=G}&C|N1N*E@PfHJn*ea@RXm`TCK$ z;#MT9q*gcL$EFj8F}CROSb=q^#7>+-F%-gf4sDrsAQ=o}E?)B3@&%a+WOWfxXfSKD zZfMp(w=Wls91xg8Fh<|1&x-AL9+;F$LDQCb4MI-#JnN3{oEddNmseHvyZcAhR05S5 zN8}+=L(@)o_^bam`+q;PzVXr-6ywt5Oj>sO9H>B^PZCz+VUK4noeImT_^|VxJ9bA{a+*r*-~d{r zb;$eS95OK6dLJ6WNxRCvG~(mZJrH?>rKSRpDRkLbM8N!k;}88yQ3F4Jng>q`&pc@^tcTi2ks70Nb~iBx!RZd{Q$ z9)4Ee>Vl`~oqgxuKdWUZNF8gw>ZgH>W^G994=J_Y5YAWMz)@MlIvh55wNsK%Fx50H zOo2T<*IOi{iQpcZP`Q%@&SvMl>G(x)b{mAJ8HF|Gt1(pgd+SvCOMN8zNqo6i5&|J8 zPubQwzzjur&WzXu+fk;t=tKAM6qC>{H5r8R=gh!--7~BEsYT9dPKL5}I<`G)>dd0L zHUL1UrK~Lv^rAZK3RY<}J>!H>2Z!glKqFyh5FbSWY!N zNe1n4JM^YJRa1Iiewmgp;b^=6D)@4RmM+lOV+(nSzfgj!wI{(wc6j z=nEcSWg2pINoVvj@Hob_ISTa7Tx6rjh|shkv&IH%XE-3$-z6W_p~*@aD8ByUHerZ@ z0NjHb%?3*|NVZ)AnmUTwYEw&ZVI;YZi{jAjekIQ-u5x6v{_PT!+$VpZ=(IHD1{lZ) z<#1}VPgJS9tu*%LY>PHRcl&(f`JSeWu6Z&M6~b5o|hFX4tK~kMB9H3ePu=)wD=_ z9`@qkI05YrR-gdztKfJ@h!1xG7DjZ8XIGSQKM2D81p#Iam#ylpC7ytW1^9XCrs)0G zvbM`uBRk**EjZ~jldpMw7w=)5TU@Cf9a4Llyk?J1!J}J|-$}*+guF@@F<<>l-_6)w zoud{SX+}3#R^11w=qrQ=T2q1VzbwK`>=c0K0dYIkLgg+G<&n`&8fDOXbvk~(qYd3n z{LCHdEo_g8yl936fE&Kyw|}%_oeor6NG)~FYJ#cQ6VmlDI&T5Dg@T8$M{wdj7AxOc z{oD3WrV$OVfgDfq{|-HEJC)QtekK0_wpv3wL};=H1?8-lVzQ_n=uFv_$F8zD^;Gg3 zK3tFMTW)5ygehU41Gq?bF|5=Xn4B!TU}wO{8iIf)Khygh84&E0H>uDvkXqZUtaR1C z$+`gU?uQ|eUL zw`+%+aPiWDxH8Y)1N_dy^lrtHy}{1Zty1ybvnvNeZS-X9V;;4|`4btl?Gu*a0+^0p zFU~5`xSvJLdxa_naBX^=wb-6&yG?Y15o{b@HE+r5$ zxV-qm*R+d?H}%tC(oNzks~2i8Z?S`uwAuxt90Zt8cTRoLxum{7Mw>yC*yYi79}zRo z8dUe9qnT@Lzl5Rso&t8E`dDDtT)Uel|#3MJWhCJUQK7*EB?D*%G~d&kHP zCycMYdSDkDJ!|2+)9mrBee;t4%HJl#>vd^kSFou+?7yF-_~Q{LlupB=>lb2fVA zg`UgjqW)*WK_u9KWsNR)gp;e~@oX%TKENkb9sUKqywqK(m9@g<2kgLEe&&}${Ro)a zvSFU$#vzmQW?7BEJp>v?^n~_Ie%F!nK>xydE4%#KyVUGG3N*AC#yj(*tWY&a*e+-)ItCvO?#U4Ml1-8qCFP)~7Ak+ZN}3?&E6)c)P_<4$z4ogry4>oAUb!V?zu){xcrai@UbUI=2UjYN0v$Tj)gB zr8)HfxLLm{wwHKo3SvtuHACnbe&MmwSBng;sjb6G#5<|}gs^X3igQF>*^FoZ30NQh ztO#Q+9ha>5{lF@fV{_V792@d%5UV1eZ@6=r90-2Cl~~7MrZbna@?Mu4aO`4~!+4@0sA9ZWZDr{FXFUhF*i1PlN&REF)ngOCY z3^@)?-~_Le3CLhpLp5A77*oW+G>|#kR~?K8o_@W2#}q8;OM((uB5^zVUpJzSJteU( zJmP1Ay=Vq@O7`1ZlvT&zbi!ZKijy%SD6rK`NJ!d32iIHoq#*GM1puN&8p>A76cYkU zI{v_{Rx?iVg*r`|%7+tTm#9saJ<+v1M}mp#&=k5cCw%<`_0Qi@LXFz-Z0(VyDf+I3{?Het>2e6#lhuQxS8baf~Q*YDQkopJc2)Ioftj}2${v8XL0 za5z`}YcdmymQotSHIitt1#-fEMgmS|7ua25!Dxr^W?=@T?9!o+=_RLLde zx!}uVeNP&Sdbu_bwzVqV!UC?!`nqLpoQnCueX0wr@Ky-vdr9V|Iz~7A3uGqwg-MZD z?0P1LoZ=1?(EX%5xzX5DP3pL29(9&(PZJ9U`?NobNB!YA|Hzofvb@3ob2y=+ZlU0p zY;*otHOjKruF7E;cpv+N|6L((*5fce#R%EN%1#*tEq}tE>INAf@#jx;BI&-EHH@`wulEw3l(A00xocuU zSxjgtQ5}W9gq#CHM^l(mlDo}L1M@K6w6s!xnYL0}e;X2h?m4aZRe6b!*Q(Eh9MB;T zUT`$_v@MFFK6X#eWwzR#^6tDrOUx8uPtu^}NyfkbjsOiua~fHioRk~CIGJKa$` zCyx49h!;W~0KLBAxw$ckAZXX1d2X<5KQZ_*1Z+u6b$;#O)M7jKlwg~dJ|F7+l{&~u zw|t`L&ntvp-&R(d=C8}6k0QKa;g~5XHF^4_P^^Fb6JhT66}n(&c(mMRvGSAElwK3I zUaFgCs7V5a`7VO$MmTm7KzWoE8OhTt?|grK-&DMjKK>yE*TX4~eRpkZ@!XF$?>MSt z+<1{Z)Do$?ejoAnNEVi0*Z$e**Lop&z&o8!s;z#`dk1xc!l5<(lZQXXbP&LFGVqLp zm60u5uz1?CF5oLDXVK!1_(w{KGFvn)JvEN73e zzy&R_nd?Sp2~S3w)CmaYz* zxthtHuUpo_*8kZxj;}4s5UdVWdB~KF{Szo70}FvU@ZWR*54u_qH0RCkX{nqPA!^kz zuKHFq>kc)TCa@g91_-~KIL{_9b-oOzMAf2*&+;Yrfp(cF@_PJOwAx6zgNFmCZMz+LN*AH8ub&6qrC0gq|A^*5TCy_1a{NluOOU>S2Y$SurL-r^odEUIa zBS#|2Pv+}MTB&4;GcDTJIZTO;!+8JySV$`xTQ5p9q2JTMQG@--?s!XL2P*k=3t38|eEg@wp7kwv#TWm)S zgp%E6l`+P+g5TJJ@0naq_f=hFx8`|ud$wrREyih)m}ORph3>)JVxfOz{@w{q)&tZ@ zqtzcWuphGe3&hdZkm5HcVxV-r%EPz;`S);_4qQ;T;bL)S15^CiVH}qmxRyfg15|US z0S8sP*=&HFJUl|3O9cZ79JFyhW34s)^#&k={*Y#&{anrY)D z1*8-QE?Q{t(#5|5W5Py)(^}JL^qHKV>J}W0^Ev-7Sp&Xl7Q{jNH*JRcLoquL=m3t; z6jV8LXRa<7guo7T8#pA)a>=DTr?Hn{7S95a`Y%2a9ms4E00BtpWHv{Q$UGCGgt)>|w&9bh6ETLI5J z;ZPCU{kgT7wA%FO_2^?TPlM>2U+z8s~2xeH#f4F<}}5<>3B2%AoDH&7jp zkEF&8^44jL8=FKO#||A}ZicjGPu2+$OR-`vDR8pDOce1V^(+NFS9L6gk0gbuhV|P2 z7Xh7C2#U+r)od$@3_OwDRlKm<^|#E0v_($?x#p*ncR7(O)AMJ)sxb)ZIe#^XD?wp# z0lg3A1^YHIiSVKkI`+=Q4L_kUTBIe%mreO+hynE*iju zHL*3lM4IOOsSz-DtS=OqYGA-k5eQ{x6co>r-N5$PRL$B-JX4vTYgZAiZ;!g#&?t6< zL7%cEy*dRV0m(jQoSMtW_vuSl!dGo;D$K{6IdZlADfik~4w%Zrl;cn2NHr`FaR93TiVu6>hLL2o3)U(Vd_gdkU1eq;V(!dk zu$0{39*curD}D#R8t4N9zn$rIu0e2>eNdTL1z54PEZC>zH`3~vZT&kMfLYZ)(CV+b z!!H{Gl7_;wJW;I42?fm3tW5@?Diibsfx$Cvbt5Nayqcb z;#~6B5X3s6krk?rh6vVVo#2@qP6}|?MeSEjftVaR#G*P~(9X9r{Yz-!NmPtH+7J*V zAa4*Wp1A3aI@nXp?}XgBi+}=5@mcawhSJ8XzcpCR=ft7GNnr!wChAP^{c=&FIhk~WkI&5PeojuaMrjI9$8!gE*^b-Jj6>+iQS(0-dUXud{_FNlQq;_ zk)aJv1x@m1+fv3|D>pfoe|AE2cqWs$UUa}tn#oZ95l~=;j^GW`NL2>`PKo3##+R9A z2H6E4J~V4xk8XjldcHa-!@HQ(O*l<4m9RS53nQyoYSz?r!`2!n5y-Er{S$TLZ$k^S zMBO#8Rc5`snC78+yk>eG4hJD4^g*p*Z0R-OGd_v6&OHDs{0(yahSeyf?jjD0HiBHc zpN~72jEKjq;-#Wz<)3dL9N#I7b7`8mBb( zENrZ`XOL_2$TaaL&*QJW#inrDG5NOi4-a*E@v1ka?JaUo3}#nceC?3p+cz`EFiTMn z@f!X;upDU12KHKLl>9Kg#M86`(A9)M*oH8}k>EAUn|2~pild4++6|Ka0ex6v85E+>5>k|q%ODkoMhTeN26%#?Wo$t7E zkBenZfpYN9SOZ>`f*Zd{KBBIcl|5E<@ED@M=#7l;J5O>IHGvRqZ3z$WbEKF{fpVXj zWKH0#Ryw3TpTaD%u2R+>`b7h`B2*awYpHcW!E}z*&zl@$-xnxfM7Whn%R3MbQH%Nf zg=IAEK`_O~kVfMnq-^^ur3bAQ^*8uCwu}Ja2!Vv|&uj#AOt^lNp-BOF^~9&1n?4>_ zMRKgI_$}aJXVjQ9nwQ;~SZBZ7pdmdA$G1hiL+6@jrFQzz3W|9G?DCOzn8pp>Si2!{ zK{VkXVvSh|!HeF!#C2fY7{Dp{!F-QY`L(Yc?2n(qx+(vcq@}nCf@Ngs3(bQel zuJJv1v|%H(Zr#x~Z!FZFg>~Pr01~I%G2yN^@Q~m7rb09YtV+5^ov-tKdJ;=M1nHF0 zUZzExNTnN|jp@h)J(;_nZ_LPU*BdjFjYMJ3%Y8TQ)APHO z+<4%21V%chMKzDgB_$ljQ=Sh67f<Db{^9<{8TteGg<7Q?v<|(^L>ih;v5!? zzOAe@aX1X3WNdKLUKcc*$#5#AO0+QV;>;@9IVjXE2O3L`xF!jP?VNmOsd1YY7R!F3 zkfxN_SO54DP$#}+?PJ|v<{L#spG-9YjJOOQ!1yC3t!H-tXoqU|;Zb_Fd= zrc@gaa+%eekq@}sc_TQ8o>hJ%^mef0y1cAiC?L{*jvfv}cX^O$<}6+wZvLnR-_ij? zZ~_P+r=nv`+CK|JmV9zL@UTf+&&m2+;1RQi=avZs!)zY_x$RlufyxPQ*E{h@r=V0u zC*-|lK}B?K z?fS}?$jv;Ue^(4%PX;-@q~~vT^%;!fct>L~r-=*7`|dM?AZU0Bn0LJ&WckB>p~C6U z-K?6G?_r&{aC&)Qe;4DyeHee8v0X6vfXn7)vaF|h84UzA?p(hEFaUAGBZ1uei+4ou zvXvmoEsDa=cmJa7Kde4~`9v$7l`Altg?X4xdHxXL0EJjvY`y9-40ZcaTTofZ?kVJ6YLz=Bw%!8B0}^tpDMUgmh%;J zy8wToqa{=FTRWdJ;~`Q|8WFRGj?wE43FE7y2pRYyaZnwHVIOp;||4Dk`0b9DdR}isU;OQ>+JRsjCmi6#! z;&YpZ6fu79(<}*#Y*kM9hgB+!EG52lJC_ga=UO0J1B$FWUeb^zTC5(8)Kkp?$nQRD z@W#32D#$4Ej0`t`yO?sj&0x6dpei7k@3ES;nUkJE6XEh3zSL^YZxCr8 zx&z~-;`UgucUr^oA@W+=+KtrkQF^w)9y^c^<$*`cBer%iug}t*SvZL(3Q{dAu6my( zW4~JIvaJdF5QPV~uYeX`e=P;tWPK2}1VTz0$Z#5YIgHBD zMxZ6czL|Oj#+71FaU`L83GjX^^8Wb=!qH_@@&-bro<_X#@J<2&Bc>{*SMUC=qP-mc z5eKr@mbyXe0&6`J8Av_i$uc)wzK&Iw^8O7#*=+9h=%4`x*5K$g;at!psTl1;*qEJ* z?IZNdH871Z=e=aB{+*=wE=1|mu2?PfgxV2E~oA>;R zWxnROQS7b$%D2mXDq_)Y)@K|T?r@|5EdR!H2I_69ZF>+j5tLlinnyt-T0b2JI=UTW zMaAz_o+gK0#~-|C{7;t&i>UQ&s_r#3AXZ*$2ky}E+s60(FZ3q%5v`9(V=`2gLHK(q zwIfs_E2<0YJaN-R)Cer;n(sDX&7?q@Z2E#NNMIZ_xmQGV7ouRm^REmO)qFsB1k@Id z4@Vz`v=LoVYG;ve1`m}xC!A~yUNI(~RZ_F1$FP*4kwNhS3TBcb(is-z=-L1oiSs8$ zmhGpGoxL}!n|PpCJS+v>1!8S_XjS2dw5U`jK zI{!Dmal^AV%3sEvIN~Eu&@-p-vJf;E>~BymKevC_R2i-)jNH|b$n^U-b?34Bw}U3M z3W(%On+jaPRdk%L7h}HqB7|A6;H@y@z^{YcW(rrHQ?NM|)KiKG3>P&4B`wspd?S#> zT5zQl_Dx5VJ4>F}C6E(#(uZE5a@c@5&!=dnh-dx<#~dZFja&R&vC@`UYnSvnKbUwirysR+?$&S3Quk8Kq-A5OIRrA>9zD zL#VS5$s%@)my8I3cvCBvwO5Nf!&TLZtqB@jpq&9#VobcJf43VAPwM@?jKJJu)WF6( z%m0ulr%-qq!t3BXj(~-Q5tE33;i?(+iqPx;4KN8RG69+)cSC3?1CLsx>zF4sdw1<< zNSOT^DX)_lmsXGX19aN!qoV;pi_FVUXkoz;r}NwhUHbi3vZ($7n**VAXEmym6l^V? z6wkoqfS;W5y?u@Os>6NPC~*JOe_72tXl?i)dfG;`G9#A%^7wX!>>1e2Ra`Xi{lA2WMxRV$-fSbrCxrWQSca(A; zv`}0WM#kJ(2}jkCe6jc#I$4Vc12bq73~ag&LdCn zBvQg(Q%|f2yO_6iyw9nN$Teox3FW_(?4`G<1NWm`GUP(0Thw>U;F9NvZY6|}Fe~~1 zjV5|~_dv3WTC-OV{&(@T3#OEHlpd6k*;K$%{y<(NDzy_N@k;}f!HiMkR6%D%55qr1 z{~+De^Pq`FkJ`IA0j5zr&1Aw4Tfj)j5$#(md1zf~<*b$Ud~@J%si>cTW_jfO_qNTv zrxc}0{M~;H^8Ft}>U8^KA0nXa?&*;Mq^UuDZ;R8Kzk=z{hL(hWMD=?NcHOc``gdna zpIqk*&T${US$Ep}_i&rbb<-|6pM3!q%1p8xA!`!F;Uivi|C$?k#tyJrobnGzkRAci z4DB2#Yw=UL9~WjCM-R@*HTQ@)%*48?>@1P|o0#f@mkX3PX)i|{<&X6Ds5tRRqk1~A z8`ed>WFwg*q~bTGilbkl+Ny!rqg}Ah|Ye&@?X| z5}q@wwLp7GHls`Mo5Y33m<%Ky-Nn6 zj`(IMJ=5S)=ijLxky=3C!+8h%kO^!#U89~!GmpCZ+^RNPO2Q0>Wmf?V-zuG@?l=S# zQsMA`BEKw5M(pX+HL;po<9F2?-Qvl`!4;roQ`13XyJfFpmt1-_wo?6ds*W0Stj`9j;6KO3GYIM z?fV26fK7ms7!d7z$Ve9y>YO_S24%yLjP!pSF@UAZ4pi{Cw&etakzR+Wsa}Je~krYyxfWC`{WG8jt!6b)7 zEca-N(u^^v?u?`FF?Ovz(LFO)Rk&m5WNYcIzvSI-ZzN5U`u)1vx#F?*{|g5g^PM$n zZ5V75u{+~hcjR3?|C{j@ysUCFU8wr?r1jLJK!x{1x!qQ|j2Xn@Wi$*v6Vu%adkPXrvq574 ztdTg#%#_e=o1v=L)l2|pLQq|uG1CQz2RWcPz2<7&nI-i>jgLTyFWl1zG5iO0mpotz z760S48kjx~Pc=k0D3z{e0VgXqSLC^ayL&fkVP1g}#D#k?O9kxW7`HC<80K%l{vQoF zOCOtWLQd|Ie~wqU78O$`|og295eW`7y-(Bl$|4J|EYXFOC(E zdGTXXmL8;2qzE2D=3tZVBGw5JghE(sVck%Ut_9?hK9*DcS)@SGA&=(pI0Bqk@_r9V zrOrUE<6xP=O5U`g-M#kqwo3+mndJf6AovH8_6rIr(S;ZvvNW=Pm>`}lNkbD3Quq~LUa)s#e!v4 zXe}N}o1K1XOOA%Dm)iNj#(;SI8{l_8KUv=+4415*g)1@$0*(G2nzJox59ngC*x%iT z|A*iT%=B$SJ{3GmTn;LV>&0|WtpuDfCG*)l`K&~^wDddWPXBi|#e4?gVO+!;2&MYN zp`n`oMX^CY1A5h`$(!Gq8s-pK{(&9oKfz85g@KCZa#nYy62b#T*7i-)LMh&*TjVld zDZP^BuZ66txP#ASAyt3ieX*uT7X~(0S-xsTyaeN+sCh?b8lVcj2r4J5_q&LE-}3wY z+6KD&!HxYr{hrvf#x*jSQ520k!NBrI3Hg_)Hgu;wYl5u$NJ{rOTwWt-Nbv(NxZQR_ zcpV+9iUTqj%WQ39(#7|X$g_r7&=Yau5AWd}pGNyysV+5`wsemRga^|3?uUM=B2+_x zmaL25)!UqVwZFXg*-EmhBRTMXKZubn^bei<9-zA?*E%m8@N6Hf$ZTwQ{*=%r6nD$q|ifo`@_ z4sUR33sA-`eAebA*XRTqUjg> z$4NCcUz5vu)nVBx7SHB#^mUoB+=a|l*@o-{&J?=IV#wvtL8=(uv;R)Tv$ZwZG616V z*7bb1R#m2w*@1m^*h4Eh|3%am#?FA{*x_E_$34rpF^rO+s1lrZ<~|FoXCEed@f1S4 z%_M!6*3#)|pBWD(0-9?TP}ze?ku2@*U{VD03q*fR=y&_vVc=(KeCzqy=UE@^yp2K? zv`35AgI8>aKnxT}rMYX9iGZY%l_V1$*$L2!n09X2FTsR6Ir7?cyk$e$;@6~N4KohM zL*`4Gjn^*&)l{na&aamtMM%;prv7E1zqO{=peCdHH4&{t@y!|G;spHv$Fa;)P+c14 zZ&0He$rihC2p4L^M(gnduaZFo$wi6?nYDJW2wBxa5zS^W?Ay`Tuu}}oFd7tD*d!s* zvf@L(61~!2-BoSmvREGv|DPSo^R)|1!jUjtW4B%&WfL1zZ-}apG7oTqdPR&YqQ4QF zNYX2GR{P5Wp2}MwCC}Yw1;_qChc91dZWiv6(CxE#m57F|ssAaQR3!a|xK!$ zeuC_hk+iGIEjyMV3$w?0Re73q7W#(SBI?I66R0ut=7fTl&?kAmxa*1eLcmJ{fY|L< zAoCn6B%5PUgq3xK@Bbj2v_WS0ooOfJ;}baA1VcbOEnuBQE)l(ck#JHAB=$-~H1a_P zX|~wSfN1}*NpH3nt?=~=y5@4yP2UR9BAczP;Pt}m_92lP+jsLAbrfb2BUOD#f! z7rJvVLl!{r;=^o{%2dtGYnY}#g`y!{(dR=h9JQO6Fc#~a=_GOQq8 z2t?3s#7jqtfh&5aR{V~+<}eQRH;>N&k$64;@gIE>urml9fX_T|P-&$rr~lR4x@r`d z=HA9$SY157gq+d zgt_~;n!5E4dB$Y+;CGpr?fT|IteuK*5n zyH0SW6WH{mKljNz>41KEyXCO0WT+o1_aY|l;jzCoovY$}T{CAIHL(!}GF$?o&hsIn ze*$EOde_91j1Kc{SE+&dFT{Uddx;hsk=F1cadjBciYG0))eJD)_Y>a0q>NOG+8BZp z<=ig{ey?FfD)1Ts2hwGe0t!HXjHO_J4YmU9K8;p@M@bfirl@HrDRtcdO0WY>gjHkz z7Os!H$n7xe_VbI;R(n$+-sgFb^#K ziQ+$imwm7Lqhgtz-Efu$1D|FAh=0eGT~=x_V3zUgSIp7-nA8|7cw`hZT^!a+s0Ig_ zRo)x7zb6f@1<5;UDL_c_=cyUFua^=UzQo&+zlZ4N_5%C$^)coENJF^!8FPKiDi` zh~UW+`dgr=1L)By0Ih1~Bo1D&Sux6C>%;u4_}dKV%ey8UUDnu-y1tY#5n(OtbICTJ z=ls7uZp{3G4%s%{!(p`*4|nT^l2Z$8ks18=dQoIZm2e%{&VyK~OzH<7o!S71P7597 zRsF*~6!hf)Q5{LcJKf*Q^g`l1lkQDyr8y$F?^8GWu6jQrpq^4A2k zX8)@=sbF}I!MLUGL?DW(hUqg`p|gW+kf@z#Y2rHHGzsufxyC3D_p&g{ff&+p4mBeZ z-n`*@A>v}PB3RH*zWR$H7JrNWs~PbMS=oonj9o-%uz1mGbWa|xwn5znyPSigNFQhP z^yrX^Dk!^Y7sZU2>MrUR_!^Tc0Ym4jKb$3M){%>H)qvoyvb%3Wmp`#KY%Y2dG1|xW zMsJuQ>b2BVeU*c3K~tvFtE*-MVbZWuBaTfrvTiZrmT$&jkdIKau9+F_p-2Ql6L>j& zcR7~VC7gvd%z9LGpcCjG>hS+3%5G)bJ@6)BvK-{0ZVVmTePO_a?_zy(D77#B09b+d08A|6Lvj>D*Ny)k zP8qz#ynC);?` zxOg5BPMFlCy?)V&!Imj_;oGR~9_-X)9$+N=F7lZf^&0pXTgxt*=S%foeVL{~*=7)t z-IZ--h4j9o;ok-dR-VD>qp*A5t!34$d>Z`el}cO~sFIz)ajInB`p5E~nDe~4WOL7_ zIv^X4QS)C>r;0dF^p((j$^<8uRMF5;E+uMs`abY$6*FN)mb8CwsIhH~1RxkGmZ|@s z+aK>HrpO_>=Y`Fez#>~EPW{!133+XOP&#l@k;lmC`e$UY^7^{`g7c}w*w zn1{7jmRdf~;Y%VDhn=Fn@cE%sdKwCTNhezFw- zE*#&dL1(tE(K&EwSvvfv!;gT1t22i(o#r#~p5*`?ox` zQvN))94qJlP#(gsFy1QICnfW`k{7>F1|M$wHg`?cl^&S5V}MT*_(DWl+HhN127d=x zGz=c)G78B44<}r3C0N>p+{6F8TfZl$Lmi;1V_e`05DB6c#%H)gkZ{px51N9jQ`>t0##5kb1^OndWGWvX%%x zN}1yP=~+wJQkZAw+)b}#b6PDusKHRE9wOE|g;;+)1Q>wlGhG#yZq+Z@6oXYUwW7l< zW2yEXvQ!O-QNlbJMCvFs3IUy<==>6fMVC4}rJhXd%OmQ^A#(YjTmFsQMhg^5(vvWb zp=E$mC(lSsCFFw*E+se7=9@2g^1X(`Eg(I>la~5ZgCi1i#6U58{uR*B5Vh}}CR}C; z#N@i$V~)-<)Cgj^YiC*67p4~mGGJW*O+d20WBmfthsj`>HfH@e;j_TwLz|LzyHeaY z|1rLUVW|O8ddz0q20T}x4w`r$8OH?A)b4g4Sb-XjrVTwBGcNpB=bKI>z5gUh{C;F; zW&7`iJz9YF;9eLR3UEte?a@PyEn0CW?2Pcha~5|q*X#bMTNgs^Yu%X&x;WfCp(l&cgzO zDEaHLz$7(>gx?u*9?24wfPlDTK;&)XSUu;Zbc-Fm!lRu&g|L+@O4U|QqVk(Ae>%^j z?lWV#wgK!&D(oYeQG4j!iYTYRsH;(WwFNI{rMv&zEb1IGS&s;ur-aD1wnvwrb7bB{ zy{V1IcVYm$xSE$`kM+g`dSATzzc9oH04k0zU)-yeJuyt5qFH<9kRp%_kZ?*SD^qR^ zz*coQ_o&Hq14y8TojDt_^aKb6_ksa_W!XS?6|gRZNKz9-$WCeOQ}0rm*#D?2yffSr zrK$q5C(P>W@CC65v8l1Z#h*ck@8lO{KPBZSs=Kq>;7|zZE-&r7JcV|jE=9sIFKT4$ zi%?cRVKo!)je|Ci;^00)sf25c*8OQfE88m6mlP{#9@y4wuzjE*CI$)@3<>V^c!Dzg z0!QwUD&~o`FBz!H+}%sFc=Z#!^l9!MN49(Rs!4d``wA!HEZuwCE%K1i(XO~g$vizC zqz#CeKxJXiY?o9s#iAr0uf^f4aWFUUN|*`!6vq}hG3w{lkc}YH!zs>k&U2Pri^tYA zOYBD*?)dI8x`LI#BPn@yup)s@Fzk>B6Lu8tn<$YcnFfqO9*q)cx`DQ1B+#g*yHT9~ z>-#6;RPD|>98Z69=|t$6!g(dm+WSiJy1VS&t{UmdwLNe?xuf>F>z;1*V&8rofIUdi z28NNgu+K>fijr%t_8WoJcJr{2q|I8!ReUga_uHK`gM^=W?CA6Pe=auFEL5K{ z@oHt%yt9K|BtTn32=3GsxoBrMtZ5zUL5t;(`K45_TaG1@GIGf`sMaB=_DlSZ`2{bo zuoAhea`M^MPGXT;HT1S;N-8z2Xsb>G4e$vlazCwa)pmD;lX}{)gP*cW2Rf6Z8gO!I zsRl>i4Yq=_G$st9R9Wpi{YQ0hPXoY_?GUh7qW1{tyZ4#z%5gp3)DQnP{A(Sgz)7C) zBuiDSe+&_LdVHYU>6@syl%;z=c;;eM+{TFeCk^w#lK(plq+cu0JC zO!6M{nqYz>G|?agekS`d{(zD<@oe!j)?nfo`k7AmGzv!-AJ}f($#W23F@k6S6J;Bl zOEtbNFN+dXpP|G!%~G>Cs6aw#(v<_=tC$Ib@oK+KDCqIUwhAhNcx}X*BU^x?88I^0 zYn4wRTtx@Rez5!<7-f+{jiB~q&S6jP!0rgnvsu=|W=$tt3~8utOk93h7(dAG1f;gY zJSCWbLMfNf;Bw`)Ktw#YC}*;S1*=o@f80^^@s(mIX@syz<*qH^a$Cc=1j57h2`mcF z$51ZKf~?^sBR&wLGgQrs%=90eLlIv2tERgJIGc(=uZXHp4K*TY6^=-WQ`~j`S5^a@ z>J@No4;$Ic2ZSzO1f^0G1IeeBj%KJ6T}<=cRcx~SaBK$ObQrF9OV&vnU({Z?3r9|}@s z>c5k*zSm5<rC}>%c}8U2B~E5dbFq?E;x8eqdI300wmN{(@eBO zp-c*uj5E%1F9ggJhB4m8yPOwHEEdVqnokBJN1d7r@gsrnQokU9gE^jpOeA9diTG`b zQcNva@_Lr)6nbH4YXug$ejtY*2<$yPxCm$D+ZKCJ7(Yv{yUvbN|B#Eqd_O00Va8<>VgstV5;h^N(g+s7Lo+FH7u553oD z#6CT2!Qn&W4c)&>D8}}9agce*Ngp7p#1>;on(MXXLjz=`@b(gs*pIcGCU+L8kqc4v z5xOM zLpA}YDqg`aHeu9?a_&ds?h*_YE-^XymX=aA`r|^xFnU;F0D}@wcQxhMUNC1UmX_!J zb*Q+yR;Sx}&)G{UF@@ofD^MMd0m}VTjH@H%$M6P$7a3aYqD1bj)UN`7S?aA=8wGeE z<1npyI|e(%p)pw9u^?$LN)A^ElKxnBmL)EyP01&`o3h-F^h+L{N2iPKS^3|k*PQRf zUXc*T4!42vR%a5_`~>P>^k&KZs$zI z_0l#!!@vbXV3@eO0h}>WTZHN#qZFrL1Wq9}bSW4#f+fe=XcJBVLjiR+Wf6`LaPa;p z=8%LN@aT#*RbHT8qH|yYxYuLn9D#@nYqi0cU)r%yggb?3L+i_oLVB-??xMci15lv>oLd^jiuS={keAZF|X)_o{;`PZY81d zo(zVF&`|;?*l`ZwHcRsB3wf%qI5hZ}hr%@RZEhPCoSQ@fR>4Kao^J;k_P#0=arGJ{MW(YAp z&s~BR(h`t5F{2ol&n7)eYG5$T;<%59neRmjb2YeiIr|NJ8i0Uw5zHV32ngePmlUY{ z-_*D2*H;T<>~mBud(^pHSNd?Wd{E*9y-iVr;X~VnBcvmU3*AMOO6IEzE-gExIxNuJ zXouTmblH}wXQ}H~-?aMv^yxIqQTKWl)hv4|uRvpX<;0+t+;WKh=Ty!?I{pZ#&%iS| z2=L=+^d*f6=+deVdx6gBIG?U!Aj!^9LB?LgVc$ra)ZXSZi4=wge_ZhUpWEcC>0ZJ)ly_6HYJ8ET`(*jk#|_D-IKBk z>~D}wD)^(}v}nIo`a)8#EIKe3pZ&ak9z8%<0f9W}-9U>MPz3eJ*Pkim~0 z+@X@SFSiR8ZJtvjhEW63+C~s}cK4aeIo+<>?L24wUe`z-QX{!A?GM9U8_L|5A+q(0aoa0)%)K5L zsOn$QP3>*BmCV2fqV>sWXqPW1ZYqlGr8Lk>D=tSii;zz`59EyKKyM0{hdA_zeb-;@ z8MZ^*L876sR&ygiyHzuSVTuxJDeRfcRVW1Dz(coZQ~DAYt&1HskEsB{VRc5~PgC%& zxE#_~nwNK01wZx+=aq zlx!47drUw;SfvljOE*;e5ik)uB~upygs%`moL?QVd;luFF*^k26=WJ7@k9S^;b=2) zZ+s??{5fSHC!t~KuIbv?!)rd&7hNHwZrzTdC)LYQzWpNp-KkN!gZaH(w-!JU8bm5>-MG%OW$ZX zqhqqO{9&=GvStY)=~=^^@Yl}*9=r{K7Xd!33CTrLoVZr%{-QnjpGs@yj6LvPW5af^ zxF}Xip1}dG*MzN9d5u2cJhvsP~Vzkl5{A{Osxh6mB5c^w6YQ$3{no`l-}Gn-b@=l zR%Y)odITjzly?4Ioe7H|0oW#~Em-FHyf!TX#jh?-Kw?jYsPRg4;&%(7mwc8D&pUt* zHHP6oUq;gME6?=7WK5$Cd@&RL%eju#XbwYH?~Iq5lJa(ICc2Om?Ov$RAeD5|N}}ac7u~JZUF-K)`}I zvFbYUG2#zHjKW?H?i~W*Iv|384?2jQK;(8Jv95|^GYlnAAx;IRUQPn0^aZh<_scmd z-)N^zGu$m}rTFhhh;*=06I;b`&MWgAQ-3`pj?6g=q%cirV+_gPW6EpP4l+?M*B86J zyCSO%?8O7?x7Jw(E)H-!2D0yCP_ilkwKa)1O|Ct@i>?S>)ZhOZyEzjF(T4y((blU% zpv5Pc5=xTQpI<|i>5!y0-x*}wy(m|TywCzIov`kd_Cl5)Zk9P_$4|-~ZRHDTi zgK`B3O-}i(6~*^Go~FBos)RN3+Gr_Ro~?L9GunLaV5TAgv#=@TLN_IKArTF!X@ZGx z09tv9j352Gk~zBm-_$GITeKu_Jv=PipoO{UrA9~E6JW0C5lnxh^@*y>5&uO6V;&9I zRL_wBw>cxut({W4yubx6VQMah2pwU+t#p`PSZBMNH)Iq(vE z(Q7FM!Kb{z#{+!yn;ge=3z!nC&s5Wn9i5M~LV73VtK>`#Ka(R2q$Rg-#?i37Dh^ur zzPj8Ml}2hSG1o404|ueG$P~ot*H*@c^C7?_LGC_VeFS{hyix^8$(oGcI>`eQkk|@v znBL`GZ;SuK{N*8!pVRoRH{V4)Cls4v&9Uv9<~yY^lB?EW96tGMrawWbQ320pf6V$J zUX!-qwPROOsW~n^?4Rq52ss?5GXN26g#;CA(=^*EzZxXGREL0g4T6(1QaV*}d4S=# z8$Zap0D3P_SN*@t_uaI{rt2oqNXvrRK;#N>kjbZ;FBG|tljqweAa(I6;c+fIQ<2Qc z>L@F#*_lr)b+&ILRF^~^=Qq2R_gg&p#X*u#f zFzhm(98{cQ=SjBNriH8_)dS<=1`9|xy&+b`5jz!q+3GiWU+<65cy4X)b>CkrW_ko< z+>cgpfxvE>ZCwe~ygG+#z<6zEYr?R-Yr?4F=*0uJ@ZDuR)}wSlwV)@wW&0^9?mUqL z3pZs9m1q%^dTeEm3{~cBTeg5>v_U1mK_xX}7^jF_3zp8S_IyCDwGl49>M zQ_aoxQUD&1iMtxfF7?zYSgQpE4RpS^+IQzqNwyNfM3z25HCkk|r>vQi8FGzDdoWXQ zd~*kz5ZJ5o)ho6iSc!Cdov~k9yq{s zOL=}RWDq%BomC#U2?V-lqJ|;PP8%-{$@l}le4*b$R3@9Z*``VRA8t#qCE>i~6r*Sw z|5Szoaap@oAzr2kH03i&eBPAuAB{hgc^ybk%q=vw56e9yZXzA>|T>BMg`8D&S5}|6DIp>fS zDz~5av)HGjxPr= zJCW)k{JMZ5Icf?acN}N_cqRc18s17CTIbGa+q2`1gNnQwZu@0F6NTd>fbyD%vm5#!uQuU@x0CAqkL1zCL$!%)d>WqE( zI}(y#g{@npv_zs$Zs9PX()=$;iPu1QZi;5i)Ox>_&3mUT3!Vs7v1=$3-}E5$8kjzN zVDh7cq$T7}lqM36peOz6iWQ=anOW^a)2h?h1%fkC=FbQg4CKWR5YhM2RaErQ*9$!j zzAVw>&J7*m<8R>NG)j`$`KTl~xYSU+*Yja)BzBt4Ozl9-D`IfhaOV59HK2MbFz|C= z9J8kK$qL$^C(b+HH|iF7(DUL(K<2C}mfPT-ZsmSc=gDEbdfkO%m=vw$3KU$)m00s~ z{;UhaLGz4Gwf1)hmfvo1eWcv&FY0XOxYc{##2lHk259@lD2ZzejICN=S>=J?*?Sm* z)*Vsdtoz%fj%jZQ{yB{FwtM$WKw~bFPEyIUHv7*BlfH08GNMU58f`r$99}L7E5U+7 zw2T_2QIv?@W3&tz0Gm$YX@LguszaxL97Zy+-l>HP|P%~eXgcvz}1m^ z2!8+5knpKgbt`lDiQxQQMFABEF?vv`KR+OWs5s8CmjF?Htg#{N=?%?m6P`{XH}89} zM!LvGN>D#tRlNZ$UP$lHbL| zu^_@SC#;EVV}@3l`Ut@tcVB*?Yg;~E6z)|wm(h999YvTu@py?7*&arVcL)^9Sbd2} zo8yvvJFrP!d^$egg^5`oE5ZO9lh&@)itUUR0*g&RNkN!fAq_s)r=%k+to)Wgob>55 zm6$25f>t|rr{S<{)=m6_H7cDwYJX;b?wF;=wcn=oDq%I!{US42?7u*v?vX-9buy*Y z&m9&vJJyp3zdjob324#*Y%e&fg+A?g_7;MLpk-1IX7I`TuXwuJG;^XNYj zsFNkv!2UjkeJA!Fut!^Jb8yd|p|wtgT;4%5P!B3ntb<_Ih(XylHI=@pncX1G!xu+p z77eOKeJ$19OCW9v5^1=?4Q4^V4m!O_P4hD zYL}rlT6XoW?f~TJYiz^Cy=s?OId;=9*P#~vfyiYu0%dS}!nx#X{ zhwRid)b321`Ya$u6s6℞TsE&~>qtRUi|sZpNRA=m(+_Fl&hGFBqlfH3qni35%wq zZbsyP+fsmQ*ifw4+|T_*TYb8{=X4VrcKNeIZ~Pbed}E%xlmMq$eE|%D^DNBTM93&n zIDw)xSM;HEdLQj?3w$}ki$5Bw$VL8Is!*P%oyp)Q;X&&!y>%1;gui_Yz{WaKU&DW) zuot{BK`ER?*~h(9m5iTHX4c8Vh?#twGFamf%gEOrH+y~CeD&WebGu;cX+L#+E5X6l?3E1_*{sRT_1wT z>$UtInsIB{B~1)CE`^Gm?^9{|IMBu;@c{i}NHF}(O$9(eh$z^s(uG zF0-Ijfb=Hu?L}J-WkA@7?|JbUl6TSBvzpI)4gbJCX>k|Q@x-i_*RD^ig#9}$qFlB# zXn+6#MI&G7V}aSPW-@-lAtnm>{VXS^OHs@UnPFeW4DAO5&<*=v+6PE-zI7O~mFFF* z-?MH698G5!`fbh4T%yQKOEGwtkz*s8?okT;{|=HbcgMA(644P1!8!&`LsF_Sc9gO@ z2FVgT)n-gzNEF0NgfOo#iGq6B4@0N2uCMt@Y`{OIM)^rkz16Uwx3HaMDq6W(71PB1qG8)1XAdY~8T?4r6-lnQK>UO<(c#lR;S*dL($O1RE0(GYJi;;0RURwWA)H2H7c zrp{wSTKeo8BE+GEG%T_;>m-2wv!nF%=vOT!(czbj!j3a5ka)o)$@cSAcej4b;Z@{w zPhVfWjiw&5Y5rP@9i#a2)!`4(;Ua(286!SoC8N)?Y+Jy_%HGSI1;zr&G{)%~&@j0? zSk{;9QKN*vXPO98zqTU?NC+U>q`lX`068#`QXTz2#(t_1(`o4wX<02(hcW%Wr1r$m z{5%I1o9qo7iPz5Zlp#XhYY6-km@3h&o^!WUU(QN;U9e@#AEFFa4uwa{AZg{6t~#mz=LECtYORmNR^bD7@OsjeZ9(5d2xW@X zdUgKP?b|T{<;tH=m7=|uJ)U~rclQo?4|3(Y!V!kwH8zFLLOXG|q{t{!_DysT!j=PB zRzy!Em-a6qb~bYu_GCF_)FU!IF}Q(UQ6YvfPT~DHlWn>x@-oMi;xnI;b>(*ma|liR zOVZam9bRrZ3^hAM@3YvyB^V(`Kbt-p$?i9NFpHkB4C}iJd?n)=aI9USTww8HOX%3= zuf&EY)zu3jgDb+jp~;$1#&{)HB03rajW!~JZS0F=fc*odOQCCb$Qx$*oprb4wI!s< zSPqY7v{O0!t#T7Ie(neUiS|?c@7N0{(+C3ZsExW;k2}@d6p>%T6*wg%iVoZQQQ zB2dkD1xue-vNp#Pq@=Q4_K92AF^+JinS;8VkmOAb=8k<$#1Pj}asHAN!}BiqvM3$l zj*#}(*Ow1qLuCD^LfV9j$7r`Q!4o&BDtDDAQdyo9)dFqHiB6lqRu(Ko>wx&^d19U> z0?UE7#z1iT2Vf%ztq4BXmCHhJ!SxY5HxMLnV9`3nM^F#TP8LJqLyiUTwT(VjKoe<( z_8p4T9=JNzmeToQ{L&-A81@0|hhRZ!RebOLwf1)~x>CMUmm+*}V0$}GJP)S4Y}RYb~V zw$HbEn%Bmzc5ZZ7>5;%LoD0JbZ}Bcvjd?B!^7_l15ztpk$%aJz5*r$E7ri!mH9~G~ z8#*eLq2$M`PCTps@QxbZ>8ohyxF?8Gd#8~ZK7=AD2fWs@Uw|({Y1!*->zmS} zC!eD8(8|ga8&;A?jv?{3kVXGc-z%?YXgziBUB}jv>Fat}@42EK*^#d2I4n=*p4<3g zC;|hpvpYf1nFh4X+q+GeFNFD}dF<<3+(EKtEs?sRr;A(~Cqi+6fak(k(bGx05CV_9 zZT@4_Oohz#~OC+VizE(sF8cT?92G&5=@>8W&m6oczy#*#{2ZSR^W zmvl&t_mNe$3Q%bKCf6b>nehIbN3DY;_}&V9iNaZ`2jkkFoM?UqbThgiFWx94+<-!( z&^Hz}=D*Bt*MM`cQ5(Ni?3Z~y%UZbGbRC{D+tF%|5ym?vCAE8PF48*|uC^@#H^uA^ zqm>B0VkzE95F*~M!F1FJHe4n)sKM3WQbEyj5&at5jM=Wb_EtRYS6cdcjNrfs`_*gK}C ziI1>u*58JrfCZGw5M${R^Y$`o8qj*G_z+1S-N3Ym!tj8;Em-7hj|(9=DX1C#Zf8q9 z6?$$(G1r%-oU#&E^REUnuT_%d;F!UMBnum{F0oa z7`boT6kX^qPWd*z1aK0jSf*k?;tRM-{*c)A08Z0Y-HWXrgV`p*%NrNKoccd zq?M4gr}j%VtJT;IU9+Nxx;}?F)?oadD8;uh8?FP z_1pN!n+=u%j$s2eZ#ri^Uw2C$v>IRAMtmH9tB!M$D^Ydr*VBnn>?Fib82S^W62vgh z)`ub9oFqBE2|O5&iVx&oB~9{R&iN#Sm5mV7zDv&i^m@ET(!Ej78Mkue0k%~LdXBG( zzC<)I%F}KUX&h*LhWK?doMv->A*D^x{qOvDp_!vQt zz2U$v5P*+iF#+q4`R9WNgf-_xA~d@vMaOFp9dCfMR(872|4uU{_cyH;Hz7uJ)J7MS z16cN=`le#HkuHjVi~8AbObnTQG4qyGCzFnt2Hk*AUPz~Tw<-%X2W>>J(Ir;0G$UhB zteg^^=r=Qe!J0oQe3~>?Aj5rLefl$5Qe*z&sTRq6L(Nqox2eITzj0tv7yReIu_|41 z-e>`oLaS?`ETB3^PsVU`z+@As{*RZK0#cTZ+jgi8;_Xklk5oYR%ms%UkulD{FKezK zJ}u{_oiZhar(T)1sw4tthY(irGg-4^-C?#;Zj%P>-6~rQ>if!6Ay`WjzdV%h``JE7<_j8ao2Omd1Z&a^I638}87Ijjwtt&h)?`j-KMY{&G7-GbFJRmY(gAHt_CNaDU z8vp=i3~D6++_^aDpKJFT0zLNO}RjS9ID;(V;&8xUi;$^m@ zfQMAy5@%JWmx3qJZ*Z?=AxZikEM&}MbVM`2xX|z=(&hx+;6&8V%bOBvIwIJh-K``Q zd=BtCvCWPHolV9E!Fx??;gJ(~rxMF^?3^W$A#KS?^lN;r7-s&(dp90Y5Gr** z5Fi6tFtdqi9=J8`(dfpTD!Ox6^oY%nF}FN7ptcd`^*i8JEBzZxy|^d}rTYfZh2wHd zY}sE=%v6Kd^3MBHjhtyn(*ap47$zcVk{I%;l)vN#|C6xXJIkkVxFk-|L4p{~mha!} zd@>t&*?8!jgz3${;rU?&ES|on&oE+X_7m{=*=(C0xb#xj=^fqtM|Qi(C;{>%qGl`i z8YA3u8s-^Y&~FT=Zb2Q#MM~e~%_SB?g=0BZPjE!h2T9lmzmB@6lhnfddQnL@TW?BC zga|Zrr0)P=er3CxBAvIjrPNjJK^MChO7j2e%Yv8FpXF&3PQ~+7k5$y1d8~fd>*qN6 zBUfH+M8#pq&cT_9Nply}>sEeHxzB0s4jTpEWY*LW{HBR>#t8VQ`xy+0(8sU&FnRY6 zhA|k@!Kq({TAA=Z1z<^HNVCU-GR2RDRN>gkODF?1bZnBI^U_z9R^J;aVf|(~;%x4| zweCn*r~D@JH{04%Z}V6Ix4DtIgN2#JSLG~qz;p0Jr4O?Xyl1&py!0h?v9@sSwRjVp zYuW7gV!b7t>aMr4&V3f>E-fRUQ(1@M{Y+x)xmf1}vo?(Yp7qbOnf-}!YK{EO1(qd* zd9~={ou~eQe73lTAoVg>vrf`1P8e|ITT>I^Mzh9 zr5{N7Gw;D5C8kEE%TCiOnfSTsn1$t1fzNeZx_03&8c|rS;SBGA@hk@6>~tpn-q>T{ z%IL!kdkE0yKEliZjJZ#Tk;Ls$g>n!2KKoDZbVxH1)SbfIV0am6#e69i0kB}ki`C9# zfVwlTHOz==)J~3Bv*Cpv>Bt1js7i4euS&Yh(u(7_-Y$6A8y^8w_tqi_Xt}Y=pYmqZ zy!p3?zC9BtJ*tExUYy!}g|>3M9B1TK6ke_4hCY`Np~+c086HDT?PJoQlX!AL)~+EW zN^87ZIe9KaU>guVF?_>s6bA>=h!WegtG|?_^m&}$W9~==tWoIMWAFn5ZA$E{$b@gu zXo?6WQ=o&Z+{Gsn$Nry~c%Ktl9lZham7NBME2ZLr3^DK_o;wq>wghl9w#vs+3lo}bTCt_4=b>_J zJwBGZA(>5%4c)Y%!#xNrgEjy}mAeQ8yhJU<#R^gjW6;W*Nb?}0Gq%S`HhHRA9H8nv z(p#mht0eMq-D1NyFCtZoY-_Wsve8A~^UNuL>C5`*f1=Ol0yt)pAncskOhDR*umMt% z9v8|X-h62j66!zC_>mp$XCu}u5tDObZBkq69LJo4nQpmU)*t<4zt1fdvEwn%N)Z$# zn^p!^S208E!ae2JgX*{JkMT)jrmJ%!99WIXB4hz;^H?$mrBiy0r}s`93(1^9PTBBg zCRO1W?MDqa{jIU)oriFQVXHlKEdO+SHZ^%%RuVG2hBt{k{28!pf<#ZhMU;;R?wS|J86$g6Ns>weAOJy-_RzbI0Ek)ded2l97GyiD^<H4YK3j zlHWDNPxp)UwyAT=JEorP^TZEtL6EUeKR>!V)`68@>oB%m(~=)}p*3PzLI_B85Ytp> zhc94{CGX@CjAq)IO1;FWhw)++CVq81%zdUZ7h{ZHko)lM8gK5QvtO#I4e+FdD&E7=OWX1K;jK**t%s<|YkL5~d73mK6Hk%oG;NsUU zb$cx?4hsgFGxLBuCl-Fr^Hc|WM7OEA7cNnV!~^#eD+}4 zn#;zqA59;?V1!?JV+(U*9JQ<71)^u$F7hY6m2}?bN2cTp8Hc#BY{!IEgD8NpMys5WrI&@1BB}Qa_+7c8#PXQyfBPva=w9<`j zzE!kcPi3{a4-L@K@vx#a?s!_PXtW{VWb|O0gyb#k$6asYp;Z9d@Q%Bw2Ye17XX@*h zZNHE=f&)M?Be3S4|J?EU|FX&O$Hn*L@R9_ zL)$`jjvuG0aQ&R`7Q2a*^y=j9T@ao7{i;9L_&~NF8^QqAvh^!IU2i%xQbiBJ1zujvzDOmLnojCeCx&Ck~S`u4pgC$&GI#UYr zPxx%`kFA6z24hPwoKrR8l7r>f{II#e7Ww|2#`|0W5#}wsT8ImKYOpn_71T#C@pJo? zt}Td0%pbz&2Igl=wfrh?NAc!5O-T&=z>0(BpK(BShm%a$>R8_19XGzTmMBhQ-+$S1 zu0|W!X4WTm%3wl{oU<1V`|E{=Pb$&u=4J_QibbSW(8!=bL??ZBs+~R<+W7yl!G1_# z1y?=B+_hgchy)dxeli{O5KOlA+x(EZ>4r`86gF5<>$tDaaT_iW$h4(1L!qIgbE13N z8VAqtNy)*N;@H8e z4VX@RtJUt7IIU1q>qOBlSW8yD&C`WHKMDj+Li>T9|8Ylo;8-yy9Vs z1FlCyr1h2TIu(~ik+XH;vSCy|p4j3~0-O;EaV@s;!;pJmk+APH;JCB`B$!<^NaZDr z*;9{3g;7Q9d1Ckbe|hhB-{brIyE+#tL(aF_@1z9@Ntw$`btP&F$Xi>1{Fv15r$-(U2`N2zHu+}fED#B3O5^GpE>0yr69c2b3jevuY0 z0ks7ygQS~Mne^-yU3wYp#tZoYh0sItaJ(}14!(3y^?rkK; z!IL=7r95WY``u~Jtl>fXE`nq$3N~9O{`j6NV)TbvU6U4u4LG&_{4h*w6@VFkrq?uF zZse=bj(-Ic;yu|>wL#o5ddO3pL%AHoa1DZmks{976cTwEUV1TJV_q7k$?4Ni< zm14wqWkDVQ@1oc0=T$_2Q9bd_hvBuJ{qv7@)$$gIb6*cFEl`$|n>e(V7Td7%dqZMV z!#2tuqO%|{LwQrI?K_ z?&AI8(9a@%(E(Qat=qAyO+c$O$(eV`9u88cdHcPzq#r-$3FDrJZ>I>tExO950qBIt zv|@2#TD+uQDK~tx@Vgid)(YF(c3fh4+-?8I99-x8Zs?#J1-IRGtEzFht#?S+W#E_? z?E91tayUczAPlD$Es}j?9yb86CG#z+gR?_$@kaszX5>EwP4rk8R6Xa{3(arEUQ=^%&6`r=4Ap=yL2HB0x_lH@O)G<{nGe`m@zC-n0UKtpmuHxJ!Vr99<;4 zfMeuxsAkygsJjVG3+lj+|9a6HE2oX`61G?619IG_a%}d9kCHGyaNw}Sx5z~mc4?@x zQ=Z)?);2QN;IH|G56z9z*`z4%UO8@Z2xd>GEK+0&{9(beKd#0m0r$ z>@HAk-wpzbc;(Jos}f%`vC*d9)xUIts7Zq?ZahT)CrT#njXa!z6NoWlg>VY12;#2s z$86`5dWq}p4njs{i{M2GrGa9ChlH{IK{D{$+$`hG)WSx@ofWvP?x)?8wT=pm9adWl zK0S4wVNDKK=-g1kAJ^1D!=GbdOA5aTu2UPL@s$w84ipQ$WpXlhiQ7esei zKM=^;{c3;>3m{MZBBYt=PaoO{hf-$Meh4Z;YKCRZW`KY6{LGa|*|}`|JiVvt95_sP z#!LCN$<{vGZgE?@-EhYYtj?T&@Ms`Jac%!7?H$U<+BE{^Ge)Xa$!6{3lOzMq=2ZA0 zIt{`}HUUm09K;*O#0dI;X(k`JP6I;-mji?=UB6ngl$%J1Z}SiurP(g{``mO%ov^?} zDur37sE`j{k^`=tPD-><0PXBJGW`2}vsoia!)|}d=^r?^;^&#sT;ttOrM!d_>Nef_ zt5FDbGo)eeK^TRQY>)B`Q|>N^@Racgm0#zQH>$wgBvU0LNW1QQ5b`jtj;Cfc7V0|8XloyF1iT? z6gGRAA`=qVyTY|-B>Z;p)$V#lc5IH#{3un;US4W%60>_*bl(3m6(G;>WI(Yv_AIP& zghXeWUvs42wJ-euSb_Hd+cm5&@VsqE z$x&iWGR-KCIBsjnGG~5nvSzD#S=~3Sd`?qx8giuaxk!+Tx=Oeu}S%T?$c7C}kRx+-RI*9x=3TKKyfjp`uFnj-hGE^E~IfLRIXs z!IHwts0U4HSpVk#7CAFqU&NclRfgJ@d>k=q&(#PJX~GXN$36LK&NnmvLx290K*-fuC!G z#P#l(9v{UbI&3+KzvbNmifk%@BqNwuelc0;Sfa$rs@Qu+CpiGJ#VMlU56ypXK~VoT zdmcT2mpiH8{}}rz zI(GBGaX2>1XsVI%WhgFQqoTaWlhEkN<#8w)i4hY(P)j46f`KPL5F(F|`^bGdgH36W(Y_F3(cd$zdQn%IeEuuy~hZh{1LGZk^Q687NwzYk`{mnTiKZRRUN7y}`B$Ofxiga;d zYKJk9Ab%O@&G#8Q;n3G-iUj6`sw_$Lu!jtDV_#DXF@I*KmI0GHmS4FI(c*#m0)39@ z__A6k#_|()G}s{JR*O}Z>t69|H9u-U4;zy%s5MyC%F%$2!9NyY+2RHXFpj2ib(QS= zouWQUX02pS(H6QxR@gLTUu#!lU{(?r4feTsht1y`PF=}OD!r$L#%LI*-F~~aOAR9) zmo;6FT~k9DV z4fOva2WOd7Ge^1_EU9pV9bfl}K7j)8XMktDa8m^<7dpnxVxg)6Oilr+&1FzNV!iws zQaopV68=#br&JV&UEZKWM<}Rk=qHKa&-kV$IpW<*~-=$GRB`}qrow&69 zzHP}nhP|_3n8@Kvns||tL)Cd!Y?1_fxd3s(ZKlo%11`DT<)D_Bq?di!?KRibt17n- z`3N~J&bRdKbFVwZTBVN+3Vu2=^K%=?;IDOR*@kJ|J?sFtyM52_fA)qSs0ZoJb{{da&f_J>;Vun(r%{8ic8 zlssthUQu(tEK}FRlV22&tUy-v%SIbvnwiib(BaJU{rSF_{VG4rWo!sb zGN&u+N=5lkjH;O%a^r=pY^!+(J>?Mg3wxek^FHK8K5pFRQQnL>IaMy zcPaCRb^uX8uD>$WSSko3?~GP2Bk7O}i=81{*Eg&21c&XRb9FCxthVt%vO#5X!pn+| zLOYbBk5}!vYFMXS0RKp`<`+R5^!?C=dUHHi6ULc`r>jLlHsS|JnRvQXhG&;N6{eMn z^^1qidofFyZQceUU-|jN%ygfZ{zk{ zjKbOwai#ZP@h+ToCfY?I0<^Tr$vKw+E1s`A4d6>WVTJN5=hlnfx4=GR5p@fD4$;8* zY*A{GXtLD)23mX>^EeaTO?-&;3h~U{Q|oKn5?F&aM}vKrX6L>?*~?;n;X1aOctSo zc$rsC(s?e8o&x;Iuw20j z0L+5Dh^)s|;-8j5oC%Pt=h$Ne7a+0STzr@~r}5)=s%DX?%WpVUYXNntf)zNC0bDUo z>XDu1?-iq*3bFh*a>XXLLt!9VK~1=$uZV6paO|!BRDL`Mq?;WCTZ^K-qpVSZLeiy8x3roK3XR!<7WAs z3OgW(LE&W7zlD(LaueiP8k*UEVCASJv==qA`~m$Y@z--o!@^@Z@drKFQbBJHu^VzI_&{^(Ha$1s$CzIoX8@%U)!su7%s#N zuZ+b=Qua`9+RD5SGvZ&GuJVsbcc)PT=+a_UR)*0!%BGATu?5hs3kTlZc=0Q6V>!8u zvjg$aXoaH$7{%>|;j<93;rHMie8ek@pd^8o~ zzK;?mIQ|{kMy9T*qW7q-lDHm1c?noxc^Oj${*bn5MCysdF~A?kO?L(paD)QCnnZSI zDIJ|!Wc2t+fELLpyXoJ3#_9`ho=}tZjjD zS>K&=Mu;5A@-)G9d}sIO7$E!EaDmd$2@?cwZyT#*DCz9t zmc{LlMGP#7WCWoaib?5q!>PS^NY7TQ^CLaC6VeYS&{1vfI>g4Qwo*qTxTF8m5UW&C zn1w%(XONC^sp0kgY60)Kaf{y;`W4Wz*Bdsq*#f z`KJQcDmIMp`Q&O|z2n)pBOVe!90gK=52hvMiqm)Hl##pJb(WF(ei^|!IhjcS`>x0e zS3n~HN9N?sV2}?t(D4R~fp!nqgb5J^LG0hl9{x!1aV{^nYipX-~>ZNz)S<1sPGSM{>6-DzY%1i0f{5 z5fRJgsI|_o1`FV6zE`g%OL1vMQ;J#NvO{3(vnz}wDP|ona93mM=O&n-JhYX~)r!9W3&F-pc?xEOr! zV3@~Ugw^RtCE(wtpZBluMQ2ldpe4f8cj|8A%o| z9H=B|;Nc=STHZTH{rM#rMTpE|1Sd2kE+=|F#T?nI5x13FA3Mj(*e6$lbK8)xnymNw zC+`KK9?_GX0F8nCR>19yKJkAMWl~oLU%6*ele&FM=xC8TmCfagmmjaiNTZ9ZEK z%-McGw=wheUQ3ZZ_Nul20!ebIKyXb944&WOqOCZOL`SZnmm`C{Yv4_p2Wk7Fd>0^a zm7#6w;Sr7D3@XXA;)bZ6t(mpB%ia zzQMT-@!l3nUT9AJ3`NM0OSIlRL5AB_G^#=!b{lXL#O-;2x{JGhi_#rqoXE}Irf`Px zt~e38F+vq^&Kn*>R$5LtzW!Hz!&8uJ@ry(07&>Z8V~NvphR&uB^FklK?YaR6)jAt&I~`8MXXq^ znj3D|cEe0WVKGMdoP-l(*{AiyN6!T&s49ta?!JY~OjOPZk-HdSrPxy&D~=N`(#`aR zN&37ZvGFtj0VeE8mH^jWnbJ7gno)d56aRP)l~(9^;`(^Fo|%p5#6y6k`qQz%m*Q$1 zCxp+CZSf_VI+Ue85iw$@KB#Km*1I$p1bMDIq6W2jw?`6XED&KWzz-+0EQ-)m52j$OvuTgo<6XLtqSpBzD&eYK z9iQ;Mq0mDlSW_Np42>F@Mu@c}&(u{Iyvo2s|oM`-)LMp}gyqh~uD>%^CPMZtM zGW^}a0>(PAWQr!Z*uX)}fMOF7@n3WZHh^7BV);DXs88P5s2~Q^zC8~RYSRDDJg*HL zC}=L6Wx3uK6LJw?TcrJqYspCA%;(euenRFR8P*vdz7b zG{yDc1sbLH+3|bwr*;Xvhqi%PEJD(n?Kr{oC03z~f=k%=21cLC-j8^gR6^#^C@&l$ zk9wlMWQ_0sGE-70&9xAq#sGx8|BZke4R28{W@QC`KQQ=SBtoyxX&TlC;^GcHIkukf zNU5aYYr`5!?#k6)X`Y-)??iH#`{_>7VoX?0wNa-t-CvjB`&(Al9dK)!^iBe-3}673 z$UgSxbAHq;DR?tqLIhjJIA}PG6gb=DZ}cu06hRL_cSpnjh@4xIWG$4JP@-hS;TK$T znl?K_-P4Abp@wx#i6iS8a+^-dZdHYwB9-V3;4XBFa7Nz&_Q@PIhyXa!D~x1Kf$Pp9A--?gD63*pn%e&b`?g~`y-{}+z- z(JGkN*q4ok(Rz-etCV7&_u*|R>YXeg>h`o1{>xRm)8&x>7zX>VtG|}(53J{h8L-SCsKixyA-nn38 zh-&sp$uPu+r=C7F`BbWyAKS=cewZCL+V~YV5{1cp0<-J;Z?g`DQ4#y&z}I|fwcApJ zd~!2grhCUYQ~bmY^{bh0Qj;u7MX1v&94N<;f-MoD9F0D$)PoCH-=N{{QW&1)h~Aj) zjxzv)$iE;78fPS;*6OM<7%o3Nb4a20H;20OQIZT~kXp@9)v*VPvw6_zp>ze80329v zWp;gI-oRwC!tS1}>o-*Gc`kfQOxHa*J5tif)dg5iD=XU4Y&?|!?DK3j7`#mKZKyT= zb00;dp!BbCK1tK|tvgmFLDoAKp3Es|kXi_QlUQ)s5M$T))G#w^N;Ap$8f|wM`=7p! zozz2R)&Fl1p6=w?ru}ZqC`^kPx3vDJQ8*I`n=)Dli^Lhw01Fle%}GN}X-aa8he?Ia z@XNaTPsJKz?usneA>SBH-nDFN0NTMSi>c3=8sMG!?jqx_DjtSASCoJYNuzlitMtv5HJ(yp1% zGoWd2ig@~LOqL^4)+6(6=+3G8A&!TJO-;r#@FwAkH;mbyc|0!{I3+5sjdU&eTZ5wM z$~p%uF0}Q>ioGpEq;JZed}m0hu2Quo%p2EeFLI$ifr^|s!E>n%> z{p3c(&78!gcew$$QMP*7W-Gl&m%)j|Ov{Gy*-BBfzsR$MZ+KX9EICkDJQBM4bYDpC zQlL>Ea6>gt>%_ZmuX0+ERM?x`mgw9Gj)Q@J_ zheU%YZ_dJ$egl5c-U`OR>7=i@ttLQl-ERD?o18M38xdB8mOStpq%#_HnO^i%QN_Rc1>o`(}53kgVDQ7A+|>f>*q6R zUVpAOC7YObUdK}1ro$&I^?~M!jeE3vh+LJ9CW;5gShIw$cnlci3%Q{!?wldeh2g_; zU)zzcO;-yPLZvi1RyM#T-=v(z1t}K9XhkKM6kZ@syqGiiImB7SJB2JQkQuhH^5m68 zo(XN?!_QT@F&XjHFRG5!S1HeyN2AWUS7Sko8F3-3lx^U(L;`&p#W}(}-<$fL>jN$} zCMKtRL8>g0GBq$3EL6mZo&Tr{7_^v*c#g?tH*^O<*}Rp6BX*XG`z}!OCQ$m#C7kX1 zSp0FmTgLu792t3}6U@-N|*R|D7_&>VBbA&i2NxIbz%} zV||_`8tK9_X^fJd#KFm`Nv6R|9%eyEW_*_319GavFP7 znHf_mejgwy4Dn9t>-Xcz$=fOfHM+D)n_Fq| z7!|>>!l07l-J`$bhcDyhKU4Y5!c*k>Z9a;q(#B{Ut+z@q-}=s$IOAa-*x3hc^FK{_il zoY*M5y=lXmP5`WGRXhjwEVY-Pm+O(h*Pe1y#w`Mc2E(QN`}eH{JIFZvS~(vhbTjRy zt27zKX=_G!OBs(X36PlX{dIT3RWcffj1T0MKU~^7+VkO+wpv(hy9ULS`ja)y011UR zfMBj{m25<&p#+rKsz}ScCYQP|Gx=Z>d^5al)fp&;*H2)f|W#46T9hWSxsQH*$?QBTp-Xzxq@%3^(PT-t}L_K4S` zA+0N3c4LLlfG0+Yq)6hhY#CpzftV{a-(;Agt{dwQgfR!6kgQ2u8 zbynsT^TeJN2o-l3mbmHaF#{hT1id#Sf?8*AXxDS<9uU|D+UzR3BIMc~C zd(P*~V;vmCb0h8h^% z#luTA92ON z!)muOil+_%4W7z#A?#K0ZFLe3ct9Twww7oIZpti=C8y|07jqT&AE>3Oa{o-VFklVk z*m>=N*q5*#AGc_n!`Jz3`N z5Jm)`LfhhOukxv+6e0>G}3J*7k`&~m5t-0GKBo)%l``ekF4 z>s{%xNc&k4B!Wr}s9ACY@9+0d=g()?y;Z?*%9>6|B8abQOy+9=)y#$xwx|Ki9mmE? zTpxiRYH6v00EL9lA?4Bi(4M%U$ru;GXCEp)NDxe@;=GjE1~$B%`9@5Yotp2_g*3m!;~i`6+=KM*~o}{^K9OEr4NvdlTNV`Oz~j{ z{+f;>Sgkm+-*eV<&E5kFl4#65KkEcY9uB4`B|OiWgk^&p-WPCB z_hCl1XRu;gnmGejA4J&{kct%^R)?u?^Vp-cQG^l92CksXOh)^39nIFRDX}M2B=LOv;1+P&=I(W#CM4&REMd9^Zzh5 zmHB^Nb5zO;5jjS9x|!AocwKdTyyYI;8on7(p&ib+IFTqXg*5#3wY>f@3xJH8&w1A> z|Bkw9uQqa5JDpJ7?5pDe3;20p3O2cj?cf%9RS=O7>{;52!Cx1@09n2o9v{T>M%|IP zejl7$nfe#t9dT&57)lwaL1)Xfy6Vel!a|jb)v3a zh5(d4xwujJp~Du&iv`g@iu#Z#6z_Xh*DK1FO}|`G4H$m$F=8F_he-u0PR3iz-+N-m0)X9IUEt)N7a6@m+qi zEM8GqToPF@y9P!25s{o&l>(93V|IP_Qcl6iLsXgHc>P-FXG`H`l~mxd2&-M20zs=` z*sc(fAW`KfqD`H=i2t;K1*dyWv^bpvdd)rzB-U zQ%U%(>|hV`A_8?N&)9u{*HJDEZ}8WnHegXCPc8$x>~Jep9BN4XMfQ`EHHB2VoqSHK zezy(OH;rLcyoRXIx*G)zGS;s^6#z`Kpwtw5Xuc$Z#bHHG<;45F10Hs>WN;v?^iW;2 z@mfhhoZa1krX42&KLpfPX?8U^Tj7W^mQS(0IFaP5P~LTK8c71H>acB4!jU`346e(t zWI*bVOSqmT{6AeFG~A94`I%T{&7AamJ*M<{Rr=?20?->;I5GUH?s$r2(o){Ewm5+L zu~cj-v?zl;AQ1;VVn3L9k4=aueu~i}s)*FWq9r8?2Z>A%(n973l+qEi*LTE~9f0o- zQ@|xZn4JqK%+B~|L5aefQZoS?R2~E%6~gFDiXPk|fIhcgWy(^JA7*!vTQuH!)KXx< z<$}H@!3jO60%fkPdD(q2pj7JQb^5ew{!O>2r~x2OSrZeAhNNxII*)R`&k{GHu*Igd zIKufJVReE8{urQFrwJV9g4BZG#j?JD1Q6TkzfcGzp8)ccZ&u|@29Q8Jg;Si78GpQw zLkhd=s$)M}lx~@(k*=Tg6c0=frFl|?wqW#cRLSz}EJr9ZC%=YJ)mOtLH>`XU8 z$D8h)H%;j;?u~53I+#;9T-!@?e(R^oj&8uwPfP|Hxh1FQ?47LA;ASTPr9}t|Q_Ua! zZqSf{mw-VM8O+XgT*Nsipr#QT=XYzP1l2;03Xo70l?Z2;!4o7Rhg}T`t8GvaIwifn zu*qAQ|I@0!>Tq2cNC?i}T`2~2uTF^Ol|F$_IcEIH-YX6o-E^`O?)NahpZ6ofx~0Ky zpQRWUP_seJ+7+bk^}FzZG(f5FpI1RwG8T3!rlF3&YJ=2l%R-`7x0r<_wC5yuU-eNV z3isz`p#4p@G%@c%LWD0A{0;kl4teiT1nK!Mx)Au~0p9@Y_Fc>c$J*v>!Z49}Y($%N zS#dhwR(xc0diS^)6;!AOq=uk#bjhVHGvv!03+8)Nkv$4Qq5Jpc)dg~vz+j0+^U@KA z_R}uCd1}KX9=tM#Cuo^)!VNvGiaX(q#6&#&R}H%+WpO0;!^Zd*7FS>E+uJ z1GA5ZX;Jnq5{BPmWr8KL9oAAenGSe%4O>v3)Iek|_lVfj^Jk`qhTZphBPt!3@07aU z&$QrEU-bZ7fKzSApcTNZi40cc40!P)WCi&<~FW&TG3u7%30NJ^CjsvOZ*Yb8>av@n59 zA}&b{%pL=rOQT%ffh^WMK-8^+jX61gA7DjT4U~vfHtB$t;+apIW1D|ntZ#3tty=s- z?R^SA(6J2112L&-_LkD%pJTyB*}w-=l^=P}LWJl#jVFP#ro{450clcb!wY@BrwmYI zgPV}XPQVub*KAd`3aWplh%E}b@>Yx{yN`*q6}IM@Hzf1hT5&rb__P2zI`Pn$<7zEr zyx7?pFw(sk?y#OA!;4#H!IZ`T-WfVl9fBt`8`kr{^W%KMBd`%Sr44cAfh5^JcHeEJ ztoRj{=Si>;Q@LV;=Z6bwlWSMqVu|q&bTU`V=X!Cwlay3Z(a5~9lV`O@Et!K)40`Zb zS|qi~pUG!3FS9;|UP^&b{$X$LRP`j)Q%%%tK*UKYQ+D5YYjVu0@k3q3CH222UAw3z zkDC`8Y@Pn7BZrN>0^=%(r(4z=Gf{};{|=JbKWN5qz3HALLu`grza4~TW=NqXNs=xL22;k{q* z0>7mO^01!?gAXNqZxV(ZHM|uo5%nA2Bv$cLhG{te`~?tCNWqnuB9Q zPNtm0KDUnpv1J_s-5W%irZn|MEAtv^!&x@^VE=F8oR*bQ(<{8YBbTS0C>Oy(E+Dl# z>q$xBGX~dg&d~woa5PTA)D#7%K?}Nsq*Z@=UV>E(?^lKG(261v^A4G4LB`&0Vc{Vs z_8U!&4v~w3kW)jA?fR2q6e=7NLJ4fNqN}_D$=#la{r(9W+De{GAk}Fnp^VO)wiM;$y772Fk(0iOqFYdx(3&88(@>1xI~zqFAc#;HHU3sF>7wXQjGt7;_NxlqXa&8aWO@;a^F>rN zy)c)N;nOyHA}eIkIFqSK7QEi)%GF7{sGl&npV*MnIqWv3AN)jZ1boXQQdi05)%${1P&RNq8Y0dmXx8nFdREiqr#z~T? z^|w*x06&*IVy3BSt7#(kc+}NcQsTKx=q8Gp^TynYb0(;PhR5uAIyo5uI{%S&fIHQx zWFJR`{#MQSDH2U17HXXD#JI9v;1FLHFfg_cJdgs)i#xzlND>)^SrX!|bJ#xfM?T3+MAv7=f4zaKr6LCbVV~K#(_ysyZhBgTX-8<>lohc}jIkVZGm2D}A*VWk~ z$Ap}sza+%uYmCdVK~tHf*CY~bXBNX za=^#uvtO+vejz{Uk0uh18|CLKp|M^SK#q5r&920aC=08P#I6j?xX5vbm}ZO_JETt4 zHCnZ-XBcfr@p?0s9e1ieXxs8?Wl;MJnz{W$SRX-`!6r3FylSq3Od)IFOjEO22BGN* z{jJEWhX1_iI6tBh8V=Qtoe597pLr{qk#$)SyG9lczOh~Msn~^MmE8ZE(nz&#~Oumy69K1S>))MVW9;BGb zsX$Fue zyx}YNF~=dRhD>2qfH~Ifirp~w3TzP>QPU+d z>BV*pRK-1ig^cn5b3d&7tf`opNoIh1E|F?`$qA1egy^@XM>0Ik*nr`b>`@_+aK!WY zR(J9vDVk7@uBaG2XiDtG7?g{oxt=wb^VQAbQ$|=IB12Ki86&*sveDQ9=i7LD$A56| zRe$um!otCQPI;+X_Yd1Buoc#QLVxv@3=@>^!@;f;tClaJI9|Qz@d~T5}n;11(Diu$hIDIqeTY?nJ@Hz=1CD{g!>d)2uW1_!n)wtZu7U0x!pT^NK6wsN+tyq%~}RKwpmZ zNA%KhZSi=uDx@$|NH1y>C$pKITJ8ux7Kp~NGCoIg=p?xt@mrSxD+3D>nF)0%%2d=g zLJb#g;?Gsm$`tDw{TUJ^J0HUsZqNj}W&{i0)#45?gO2rtsJ|#sk+uUrgi$tF)NR;+ zu(d*d&-YgOj1?GromeU7pE$=PSlXLXpbQk6O3J<^n2W)~%STIXshK@S0LoosdM#^o zmp?Zd#rXug{IICw1v_Hi-f;nV*c$l{0k8nmO{G@AkVp%6+h&Ys^AK|B!0-wU9+;=q z%&~ZfVlAKK$Y31+Z-3g=$m zlMAgjquwTA^RT{_N>yN9tbP{Q4avsFKM`IQ;eu|y7D~`>6(Kw)1i)ua z_RZ6MD}tAQ5NT5?uSqiR7=G~nTUJYf1xdrcc=cy*$-g3?B?Q>)wBE{Zb}|<#J6KoN z4i@)hX@hd{tR^@{q(uC|hT$PY!<6KrXQT0$cz=b94qeQrm>4Wq)i&fl1H^5l4tWZ@ zD!MUlb4_k=ZHO0fx%nX0o~z5a5nF2VJIQ)b(K>x62}%nwE|uSTDygmLP=@uPsaB*a zQIj1jp-w)TnSc3`XYv|q)7{^)heDt<#?$f1l;RqdlN8fL{}f~v~+8*q~bgC?mi!J{UKd^dELF5 zyCc}NM*|rw2maP;K%0L8*D0@UfVOgADuo1B7%(m$x22p=UVE|Z{+{3?e(rXpUiu-V z?8saC>H>vkWIbSnL8`L&yg#wxAr8<99aZuxQ zD*ytnXXn>d)ufnH?sfM&B+);FQN^Fz-1J=fRw_G^n$G^v+ zO^WPgOn78Ee4PpW5YR(fjpGXPRg+>+KoO(oFLPt;jF&0awZeDPseFWLhv8a;yrT*) zHCHD8>awq|KdfrIc?5hY;_6ye9oke)CwQyVygQvq17W-mRQ}_)K z%_$jAH=>r;$FvTX(kB3aR1XXq2v^Z*X8w5dbC;UxJ%#SbNRh{rT&koBP>bhJqtb^X z&a#Od+T=SN?^9A60nT%9+1MNY2!%YrW;{Ct3$r{kET2MhJ~#AZIW-Kmf@^j(bwV)b0}6huRuk}xdtt6 zHY;bPEWEm>?)S~aWAT335r&xtXu2l4qU}=yi=;)pt%}zG+CZ<`@7Fsn#qd(>7nz@B zE=?^R3{VXe}unjF0s*2ZQdXSDYDyCp7VD}g> zl42{H-kyZ~>c7!9*XlXk-9oz4l`{6@G@5|MLgokoJy|0qkq8NUz1IjPx{{>*x4AV& zlx21QK4tq1=dy*w8azW}beyFGO;|!G;APCn{Csn{VIp`GKeAu8-ilD>gOVUBi42XXoPT4w04d&v-7rBz1Ri4 zL-#|McG~PIHt%h#BS9qf-xI>~i`B_O<0fcBIJ{m5m=t&xUDYN*9ooZBD3pM&7xB+@ zlX zU9}K$q}2XGK!uzS-?Y^?h86Pmy-rJcbKnb}OX;vN`|+h~*Xqg4acJMZ2)jYA$ert6S@sw>Pk9%q zCRaZ=+ZagJ_w^jgr+DvvqmTa5nfoY>hK?Y=<(~rK`19QkWX|hx8gWPLRoG$`ypAihUv$J|Cq)U)LTO^nX!#%Y#9H8PlDe0ARKDp(fOM-)gyHXp z874-Ki#^+FQu&f*xNI9>`3Wkwr3-3`i%--X+w)qBm%*6#bwI$5JUl}^TI855tz@5{ z$w=ezcGjBHJ<5vWf*K!ErIvon+H)7M8qWXR4x%&Z!!%-(4aIkLEP@*Mz*Qg@_#5*R zRR%u8k^hRg?l~@Kpxp2p_VrJ@K(0x(viKP%Bh(S;almab5HLI3cXK7g8tr+A4;E^= zhb{v|{!-+%AMdYFicyUH4%A?rv^`=H zCwz~ymHmc!a8Y=jk-{Nm`dSLE=iv0HS7%@ILp8GW@9qIDmZ3!PLF5%-cWT|#tnm4q z@2u3^>FRD{kE^xt_w^%}SP~2YX%-07=d7kQjPGCb;z=Z@7ahO&SUovl?OFb47{)dc zx&x*5Baoq0ueMY)c(hl$S*&c47JvU49c?#23z3_#xQbX$Wc1#)nP_r2@HJ{bsLiR8 zm4?0xBRL=Pm+CV*EhXirAuu^nYluFOwt<$zZ8Nt3kpPH1zu0mit5z(j@PnyxiwRIc zE*U#p27om-YfMLo?R=g%+7B0qDk$)PYqjaLXk`DNZ$L^R%z|r+d{Zz@tVwp02;0Pj zG8D0zeU1yvRmZW|IEPS{OeWL!{AMk$HYpn^wc59{C7l;B6ZeFtiyKcl+nKjv*LT*5 zBm4T1$2nyG=lxq4acIDflsQ|RXE!_g+TG*yFn&>YI()wOdsQ5N6GbY9^`=!zGlEj+ zQL>{lCl&WPIaO%5bELwDH}eWoW)RA08zj|W_Cz=8hz1285seHeicUFT=o~peqw?W% z63tpjkg&Y}%gwa>v8ar3MbY?k%w>4`)k$Y-@?;E-OL(Z%0B{`>rf(JH9vL6t4%@|5 zCZVI5RVR1oqOy73fjDrQ?%w5nyx7rej95`;jUUa7d`YvwDEpnZjem|#6^*#{`Wx8p z@1xGu!V;?o$&D#w)5KV0bKuY8D%H14SPQa{xN^>G88oDk->ZL>)h0x>@#AG(yd! zTWQeqKWs#gYD{idOsx#PDV*jEyW^(e!a9gQvL%nU1MvMmwl&RD1WuL`%PAlAytnJ7i*-i z`8xPVeoxMjqd)f^d$YcpnbbuspMI4W2iz!i^t17`PTd#)UKz^@BeO0ZKhSc$f5cm^gHkdHCSv)G z+FInoypVp=g#mE_plne&yR>CWUyOk?19dnMItso4o z-LvBKCfHIy_;%xa0xb&J&D@V~Bz0!Pcmk|V`u_`S_+VKmdR1^WT}9xi48J;VWR#7Q za8#ic+)<(&-M>f|6oV7i@Fl*meK1yGcYiMC;%3%~A@-FI)*5xE1P}Gl_4DqwxPu!r zJu-^KuOw+Je;S6p_}ik_xrX)79$UGHETESNs5Wet1K0-p3RP5Y#KUpUCAXX3#Bbk} zzltev$zb6G+j?W^m{1{v05aE$Ttvy|_VmAX7gp{c_iyz(-|h8n#MSi%g+C?~Zz;SV z?sYEP)cDaqg$kdV4`L?34>c<-8|_6EA>}t4LAi#Yk*0#yF5b-*WgF)@Hs9|5>Q}y(z_TwYN6(_2pZC zXUw<=5RAP>Hy9X4@6G5S*!ick?>#Q`*9QsC^K}SO=%9%-VS4Bw4eLoY6IMKUA;zs- zm%&zj=6CRS^l{a;e8Wp)M)7It=)EMrl8u}?!qi04N%m#DfH6mK;^u`t53nKw3*jDf zq?yd<$UtV+8P}GSw0E=c6>S1QDZLp*OYc8HqFq%9*Iwi|FqFi9vgb{(g7{hVY{ zA5lCao(w1itc`f~;qKe-5H!hiPEt{hIBfSuw~A zI4}u2%aC(luQesp?6W9~5(T_8NJs3mYn;n!+uJv0op7sy_*rkN-%>rnH?JiA{CPxX3*F*v%Tz(b0y z&>dPqxGQdXd6=D}Rlk@p%VjD?cJQ+e@?C@VX(LREzhh)LcdVRl+vVU~3N6mf%gD*AIQ%@ ze&(MFgN>mfDJh)iQ%z~^DcdxvpTE~0v5?aFJ1zYN9Y0w}sS5Z{)$E8Q7uVoR3z%0) zzJq9RDMFT>T3AS`hjXOj?{FUp%SS;Gzl;wt*c!Y3%21r>mZ!8&TX5f0aVlq4j*{*{y0??!>juw0gz;#n&jhCp_BKh!nW9a|@Z_B>HXjLC79?V2`nJXePfd zzabrN??l6W>ZGJ`h#aOrpzo_Yo*+fN@TbegabjB;p7q^H#>_ofu; z+(aZ7I-{|s{`5a@9lj95sJjM{ZATJB3Uw8rDfS+C{F1gu@d#)`m#_tJFb)>Z_?c|l zsIk=o&T>pq3DMh#EX>6pYavGg35p<|kQ~5ka@t6(v6<+twK$GliqI`){FNfaH{bM^ z1+qK4+<$gmI^|zWr)3};&atXtSNrztZVt$rU15g~Lb88$vkw}O{D09Xd^-2VcsmMc zs3SHJ|k}r5Q|2FWJWVo_B8x4PY?znwoQQ>RibX zcZC#kr!{a^=e$HDNQ$!dwoY(wlWKBf~rM_jWCA{cL4WiFO<@bDP|cE z7D#lk67$B>*`-eBpOYihZWuTEbGM%cQE{^96AcD10>1xWkAA@@0|%?-zg zrvrj@?JQ@Wy}EK3Y8B-o9!?-dPCbH%U~z-=iev2)8%iW2Pn|*DZwbT_u#p+L_E`0A zjC{~(b8CEPkEJsGuZ!C>yjd-8ayHUXajgXvUJrO28=X?_$3400`~=7!M4^W}XG9c5 zh}HbNKqq8V6ro5YjUY(8F|T77ti#&08JdiX>C0Unpz8r2knED$pzQ6oc_)El0qtnk|BuZdN!lJi4IDiB=2tF^GOrjps`-G_L{+xv)lkR_OKD zJnAHN(nr2Jnd>CY75B-&D(n?oGZfWjiXLkAcWaJk1h$yTvn{FJic#ciwzc<8yZ+tN zIlRFXz@!Pfsns)>Cs;>yO!;K}7jz*qny*x^*fZVA^be!s>E8k4Kf(c=e%H4tL%13d z1a(jI5_zV}nlneZOlY%(oWVLeK|H?D@_OcROPa#{vZ#7Hf$_gnNqQRosFg~n*VvJ^ zIW;{D1)!2}2GvrspE)j#y%Nm&+?}Y`dH%goVZXEr3i(sMnN^m^;Q!Fp@j3gfK>mY3udEeeF8E>bZ>mk4puE9PJ{v+>w|I10w7wAR|6 zzjs*M$6gih#tO5X?pn}glt{d=sf?tz`ka@&fP`W2oI{E~D#F6DwNKjaoPg?z+w8~5 zbA=F-h-chCB;2Pzxw?ory~z~*l1g9tM|H}(f)0?`-$bAR1yR)IiopEI5;V6K(PAn( z$<^mxK|h}+n?+IG8I!%ugr|Gm*T(EXio zI3bj;>AZgRX>SlVBN_zBQ4+5vFJF@h^2e>%!9rwc#54<@6ctw$NEB4|BVvF7uhM$R zL)ZQ)VM|zKLlpup*!|vb`)#fqIAENmyHvO?^^rR`hhiT+S_*Z*IJL-f>;qhr>*u~F zIeTulWfpI0(X5VR3Lu29+nCI3Bk2=GY4+f(%;4<-a%*X!o@>EO8d2ZlJApRjeY?5v zaZ04F-_%~B)vjc$#&v-E8&S*qxAe0l0YOdzcKW&QfGdGy25O+zeb31NrpiNY`tDHH zTKdQF3@B9x71(O308r|21%_&SSLHJAp=N}`7HO=~&_f~+P+z%aQnyd>ZlEP(ud_ov zFktob$F|irU#*I&;UH&J97!kX)q*?r?y}THIs%hR%Y{R2(!L8{*Q^)-NI}p(5aod={(3n~h&IqqJZ!T{UO>pv=(W+ECgZ8O5 zj+@HT=^IV3YE~gJhG`hWcYV{cTGh?V*i3=67TYIMG9h;Th=}26Y$KK!#6NO1Xn)DY zhCYdc-{p-cA?QN|v$Z(Ff|f|V3~ehdyZ&>YC-whM;7DO}+iF$>u3W){N)jaQQT@>k=LMOlO%hM)O?M69+$H)8&h9!U#rCzuAlblh;E;0wfg0Z=V zkgwmU1Ts|z*bTM)-zfZ%?EGY1E?2D(}A5dYTCL<{ot=^26yT zur28>ZO;>sm(z?_LNPC@`Cpn#DiS-2bxUU5vhXq#31sA8?IUR(oF2|1bulOgZbW6h zJ0%Y3u4by-g`=pERD^Wf0sYb(q%IrXYs>t7hZ$k@Y#GKG_CJi(w_l)HA5*B`*Ncyx zy>o|A8d@d+zFs}8on#`;`|wnV8YZwa?2G}UWfB`Xsbt|#M(qS&OQ!dEIR{$38Y5LE zT3Zg>-mcZ|D^2%Bo1*cL$nt_6+8JnJWPBL{SA+L$uK>@4MI*7jhMxYd;sq) z2_He04k07$qEam;sl}dH?jG8C^UE&+oCWmCcvHqyXS(id<5ZX&EF{I)EYS6}TDR{I zl+6!87}{SBfj2P&SLHNVk+4t=XABCFd2j_nnHD%4);>ikC#*1W-Jw z>AmXED@ayR6;V_HpnRd-^gFJmWr({R9;t2ERhmP@vqQPGSf%`k*EtDm6v$SS7_n6@ zc+v2DE%dm608D+{(@c+DYFK2i{AZ@MZ}fxUv=(U-mmu&WG=p7ns8|9jaiX^5KBZh9 z_~}ZqrAG}mI9@fU+Juy;qT##~*7suoBt9Z2?PpLu zTVi1~(}kn3tXYh2=)Xi`@W%;t46mDY3`r*A!p+3$Ee<$2!`}jJAETF%IOx`2L)8-U z74*WP@fx`f^q%Cb?`+pWHp5a(<+VUFadH-GI{b%jafUd_1+K3Y#Me#>9W7@$F%JXy zTDhWd1{A1XHoRf@r3x;@9>t$T3 zzMeR+S=GKe$x%D%6^!4T#whK43b{E}8-moEO6E>$AGziXu@rXXaobPUYy7f&YQ<^N z=&1QSe{`GD0Fv)qOz(ZK>llVbcm4U)5~ie*r7CGa_br_k!XOvvuCI0u@;DXb1L144 z2O){wTaIi6+;J%C#q?wXXH4v(R_~9PN%@dM+AaV^2MwdRjXeNySCNA9YF$rfLUwU!vn_~jc6jdj`}}H_~Bjub<%|A z(!@jftyl>k4*5e^osxn{JbLcHMPDAHe}U)yVEV|ke_EH>!6C$bn5P}Sgl6X>8Kz9m z8Vv5d9t#xE0ZC^{17r|_j;(xC!Tf{eM3Wx<03qZDd0vfO*Fp1#!Xq6Jek*j|D0oL- z{$1Jn?{LXvM89upt8R5Fmq|;|+;!6Vu%Mw1V)fHOQ4#GC#|&WI%bq z@mWXmQiW)B!b=QChO~Qo7k|gkDQd>;+6Lv|H`h?CGP;$~Q7(y(e)&PZZCK76 zy@keTgY}f~$4hrvFZDX65V4he5p-X9k$a_K0dC&)#skwOV^)}qj46!+lMiAWd6WyE z&Cb)VE~IOLCKyA;h)E520s(?j`qRn0In+@gu?!sXC1ZZ!wUjZ4EzYai{EH6jA-x6oWyVc9Fd)&&h>!O+(IzF$i@w>LoS=sndAQo$>DjAEJ)bR zjEwFql=qBXu^VYgm~ytsmnnetBkY5NdVv-C3|2bqT(H5K$%}?5`nRXX^l2yKHb-jQ zwLXXGX>+PN5AIN*D99v8;)s6^$nh(h{n}@U#+CQYmHNy2g(gMxaRH{(dbkM84$aUYXBn@{Y8t`#h6P!@Z#GJTdwXE=lJ)#My zuD&diBsfY9w7!ow5a{n(sq}7JBdcnliaR#B$_AK)*|x44OP00<+xQxZ7eLv#{}@si znPPa9i>0Hb-s~7$DCs_)m8mwEn4DUwRFFFlw*I-2>D|XSREiTK>{rwQV+}pSGqnjy z{Yy-LRox9x?EbZES^Fz3lLzSK*=NH)%<;^mR8rL^G?$Whk;A^-Z9UYwN!|=su-@zn z2?nuSeA^@2X#$8WC|tL?h-k#Q;5U?Y4{nWg8YyHzq@YXHK&!qC^W@B^(L6Le?TYX( zG?J?AL)I`69kuGeOqBa#=b66A;Dx{yb;syp3OM_N=^?;s*%D*Q;`gu=yh4*V%@~P) zh1&Jpqe*ZV=Se$_SE5-k5R-apbH|VIm8~9M(dfETs;V`J>RdWWU1b|v#jj^td`W)h zi&2~H;#E0h@?bzML#^=6D^w!@GIz5kT~m(P7XcG0=ZRAvx_-pS6k;rLF6G`3Yv6q$ zqvK(C*ereS$;j#kia>EQ33DC@KWP2Ou{@|aom#;jMt(CB63jBgh$Q0}-$iOeu z1;dKCDCy0MFNdGbWhmC69_e*bs}i=Pb+Ii+XbqlH$rPu)`RXD{MAKu7L`aJ#YlGlx zg(gj&El!kl!uhoeBN&Xc6zJ`r>I5aq=c!}}^NasQ=Xv1ldEGbOm=O*Ku4|5Lk_>wv z4u3i~{BuX)mD-PDI!@grdK^Wyb%h?@E|-KtNugAbThV7hxBdS~UFB6qrudcMRwkfK zT}^CsZ|-M;i-;#BhKb8gk#r%n1jH+^3{0o368*mrXGOg&hvUQ91X6+t^aDU|!1yA{ z^?Jy_!;95FBP%Wo3^a{9O55HNS1Y5Ntd$FT9{Ue4Nv-H506HO;R3VXWQMX@_(Bhew zTb@8$3H>4teCa`ZC}Q6Gpa|0*I%up2H9O8AStTsrhNvc2A9uU55BjOqVril{_5k~& zJimQKsDZDlrkf|D5Tv#Y0&>=~>jYC3kXw!6%jMeCuM_KnP=c@dZS$PcIt0d(=NU&v z;`h&0vg~O-WZ@4=MV}8(5xF{~lMf#uL)s>fLow)rWvd}rp%$Npf=@X9MEuVd=Ua>s zf_H{AO8iG_YtJ;SLj8`SQoor7csTuJN;lKGGX{WL$pS1nUeNq)%YN2??JX+mlqw0d zcC^;~Ig94QBuUrxAiz!r9S7W6x@jb15MkDjd)v}K5oPV^k{Eme0y&3nEn7?p!zS4Q z+&!R7Q{&sE8~*3_bWu0K>-K(@lAx@BPXBID5`wK&bbGY*@dImhdJynX=ES*oiG=(v zAw$cij8Cj!^J}Smn*$UVuim#W)`IJO!`Ccuz4RN6%bskV7D{QTH=)*?NrZ9Ak=(y-4SMJ0Ic^CRC?HT(~0CY2t_l~o;!zr zzeySDpsM3Hp)^iCyTBBzWbY+s^|s3NeC7g4fuQQhx>Qq4v2@LMQ#8yAxTz=JX|0Xg zH9}-^658XPQ$cC%munp#@VlzLGsgn4hW&?mx_YUy(v-(R($+|1GTP1Rcxs2f!9CDC zetP$XKCtkt02<3-8wO0vX?zFUg{vqGU~@l!iDhCL9pmb>3M8fq@`=NT-m%rk zw1+t;Rqg(`8eth|V7C{S^6RBEbe3*!p>=>14?%Z>Aw4IG`lqdUXsO(w)f zQU*k~Nxq<`Xv%vOIl7WbX#EqU!?FW}cyI2Z5D8J6CVZ=lYQvI5J`<3dv-v9`Tir&6 zz0D&lC!|JPVq@eJ4q)*|C#0g~_tsCR``P@y<{O4Gj~#6OgFsHleG`+9E2j)PrtC{B zMR&1Kk&L=)-FPyb=ZYh*;m6~c7??+1PilF(iJPHuOwFN_Ixt}AS}vY_asDN`x--C7 zFt}Y}w=zkRi28y32Qs3I-W<|lVB{{Uo*7m=jJXnu+vVicAWkTHlho?DHKh{gHbG$S z8IOgzvU=ZL1ZEWOz?&;eai-Q5KquMs>;}}b&~x5bwMjHtZ|`=33MF_FeNvj93< zS}Y$*?zVATq*lZzBXpLLC=|`P`5ydQ{C{?~C%K#%=&Z}oV36ogbTc2aXwDZVRa#8B>KGeNM!$%MbQou$FmC>8+v??B;t|NBm64?u zMWx63$3;AKUSsgg_jcf7{dHM{b5j${SBKw01YW11FtYTRN5zQ3wF_aqBUl5(9%R`U zkWsfK_jzV1^b!j9-|Yfm0tBSkCBPs1%Z^2v-o9nc#TwYpjwO3$!X+fpw|7Rh^IQE+RX^zFQxwF)UG$ikK zH(UcHrt+uZ;XEnMz-iIeF~ygti?1-nfVXq8SuAXh_diEeZcBED{^2h<5t~~Msx;M_ zJfT_H61XXqJ&D521Jv>_ylIh@x>k`^oKb8z?O5D0b3B7dXf&gSRm-#8hmnUAis;D) zk&N##oZJ33dtUDCdMFOQEhH9&@%k`nKeI?DYDix4tGj3Qds0Lscn}m{0|9pu9jpv~ zt0_DjbPkBVGa^OeVK#4`ZtoD>FZr5Zjm*u#=m{Ay?N|~mP|+BXe*-2J9h%mvKjty# zk$K-NrHS5MX655;VoZYKR|GCjxc{RHrF#eUnXz>oW)n(7d&ox19kw)X!1Kg z{>~$PXG1+h>}JYwzg0ia^Dpu{HqqGL=Rq!^W-q!sPw1weI6YO{gK-w77!^0Sle&CF zHMLgg4y0Owr0&@XxXgv@<^B^;A_zlQ{rE*rHQa@gg;G-J1;uow}d z=9uyiy_YE3nN0+%xJ9z!00`0}$ZY4mRvU-6$6KIpx@b24K#twq;)}i;3 zw?;@FAFo&MwgBpD25n}b&(`sqSUeSPl71~S3eP4CSIi_|1o9-Lx3(R2);B3|r(tx>?#Bam~eWAH!xyl?rQ7Ep2^BIXWzzQo@_AGk{5MjRd^NOmz$U`m$nylpz5ChjjiwwY<8aewsMX@c97!sFiJ4(@}p$Wk~1xlcD$xI$*WWjnnfWI2psG zDn(hWMM;%7N4rh4poabG=$_8dWR2DC zav%u z28&M4o|Z7y;$_=A&As?*D77#B09b+d0FQsbWR5(T;nZYUEAEVO!O6CFx}CH?91Diqbt{nIy~tSwXM(%$&S3y&)3;gdU<3B3`VZWk#%ns z$@+XxwpG5VGfQtYYjDO{9dqJradE1kORZh51u@yG?}OcJJLzKvC<5KE<(7nUh_+1S zLEOX5-flJuCO6>WDHrUNJ?<+gO-Svlb6J>p$B8ShYS7LJyGdDoCyzu(mMvFCdsCFh z?pduQb*sX0R(o~WL|7|`!HVsV)F6=7$Sq{I8BU#l>w4yKI=Yvh5dg@oXvV!@L_7OD zbxWWWW_~kH%1NHtzm;_)^3)7x|6~OIX5Nk0ZP0uvHi7hXsH?1G`;>zmPzw$c1~M(N z#SvrXcuC~(YI!58e+283nQ$?sqM0EEO9CLACML`hJu7TwI-+Upvavlx>IhVrLi<@e z!9aDg;*imJcJOMA+A7<#po~W+N#frwY;dPj)@I7M1#qGZcgaZ`ZTH3^{3=MS=}Jk% z_W$?KbMh8X2e>5IX_D@v-<0*F_`0T%y*DX{De-n{$R#O?X@B9KJ7Am)CH`F8@ybvK zqewF)Zl~n_oRONmHWXUEB6btTiK=wvqhZedmMAdJYQx`kjnt2S3VJ&nm0n&3JUd?+ z8ss53oM)wKaN+AEZ(#BfNGC&qbg2oe)iw0mN$?>emZKwSnN-4z4eEc~f9XR0uS$PB zMp~f$41>(YsE@E3H01<$QHxFym>bTI;*)Qd!MYVcFys_NT>M}( zi#C zLZ@=keW!rLl~Du=N-IF4l)cP&zGJA%gh&7+3YC1@4`F08qgL&W^G2l4#hY3efhl5# za6qHr&R(k5B-(?gF8DoJAbF5kD?kO~&;LVbpYbb;Y9PW{J=<29BwV+c9`}pWa>(`x z%*s{)+BEo(M=d}~0oUs&70|by+<}nuKe*xl@liAOfG`w!LXRL@OA|=~UZ0Vu>Nt!46cJr=+I-!!7td2p5GD~swZJ28q*rxGtM^fALRK4<~`j$+Xpz!9bUcrEy|p;z4?A&$BG`Op)A8g{$awNE;RmQAy7!FoP4Mq@JrF5Nbj{Emcm89`P)c z#3q0wK$_~6F180cT%=Gir8ZCOKuN-qLBl!3hJ&+ss0`lsuFxPvAwsM!aZBgTRg(-S za0fo^7zN%JRw328N$V+t(Jy)Ec~S3TDYUK?NV-QpDuaniXT*_eGo z=wf8Qtfe}%$GbHNMdoOvmGWaM#j!X|UEl8Qa=S`@)CA$B>HgT_+q;_8fLuGV(y7B9 zh<#E(6+@sE5qUntxFuW2G@-KCuJu8Tvu^mo`&6+$c+yRe36Wd*G*ux*2Ml{A=}yzc zP>kj2lVJLr=zY+goEjT>0kxUb&McchSZV?S#6rKH-GRpr_!Ybt3RqSlszG&e7lwRt zYFr03}UOy_nE2a zS$hvl7_@9};l(+<3J3NOBR~hW1>_{By7MwumGae<$7h^~sRRdEzZS*=pHh~N2kQ}! zE{TO<#7F`8ZsFBnS(CwJ@y@t9iv$jNTf#{73$it}F+_`XS>EM4LZOxaLY7dD`I3`k zP6e2w#Kbbg4d`@A_l^aZ6E$75#BNI7WVC7#`#U8}_>bI>&>K^UC^~(`| zI_#$Cmx#H|RR_%)j~9Wt3JQRaQS#F+v7E^EDft?hbDv0vpr5%tTa-`6!BH$A$ArV5 z@@A<$y1iBn`y6RW=YfVr`~=wCE>nwOHX}CV9XYWZnmgDa=l=vw| z#(?=Pnun#nzw7D*qm9EWSHzd1j1S7}iIw#i3Ld{6-_p(4Ep=u|S6~(k#e|{eXysuE zI>Z-xWJ5`wZ7_|NqqpE+tlZYAk`(Vqp(sJCu6QRak7LA(dtc&$A}h6j)||70*Xmht z#(7AipyXRT^L=lG9?|XL!2a2qC~_CWGq4rchn62YH#l+`+kpa46I`M%^Xyc~?5eP| z^vT&qgBG>Ih;n}96(QPPGy{;~d~|r()_{pXT>v|aKW;YfgpfED<@QhfH_*&dmU5JGe`^)8y`hp3e_X{7!{G(_ab z5v&jCwCxQy>>x`Jhr))SW&PIl>co3x9=DnJycnhWla?S%*;^Xc)p*&rnSb%p4rUS< zXm>kPn*zCw{OjzHDHrvzdex0rQKa;-IXH#df!l!pQ?fRv^CfLClBT?}DRz_Z< z&PJ;+-FjR{rjZwPTk3~gfdc8V%eW6ww-x}ZMXg;mx5ey*Zv`#GbKiel!K*|W$lRaY zh^g6-`Ptr;FR9lqrtjqGH;c1&WjcIfrs#od<)Mu3O{Za6VjmNU00j4pllA1QZ?buk zxNW4FxcE@XsC+li1urBXI4}8Ub_WTr{nf8)xOYVEpy?YsyB}`@KF03i_HP8jBvx#C ztyCWnQbl}>HCcZ+qm6tfH5Tdwp{Wxahb2BWtA{bUZL zr$BOpbcnW72(aLdGq_-jggw5{m9*ecfo}Xw5M+=4g$U1g!;cY72-9X<#4o{nU~XIPH){DQuk43oa3z${fUw+M|bW z1IWj;QMV|JO<*|1tU8Ut`{R#|gX=Sn-?1(Dn?6zp*YGf4Agn_(*&p0cI$VK(|A(g) zt+XrnOgtR@7z8X#h?t%ZY4e?0LSg`z6s?ToSCDx1Fd~;cLF5%U@LDl#XBxoB;~v5| z{>vB@hRFm&ax`St%kp6XevY}Q53>w(yh@8wov{*OnVyRaqxy(bE+~nYbz_>15=yCN zYLWjn+tvkxV&hT-l;79f>@@37Owlo1VoGP zOfOKIn~+|SN6BL-$Oui2)^^u$lxTDq7J;p@|N*`MYfPUlyV(%RV zdT*}Th14Uqsw$~kNJ-WMvuujDYD8i@cFpzXTdgjEQDZ-Nz$!v#@}HLey-0! z!5x0;xRI$pX=2;`nH31fPszU{sSP3n%@*0{S}t0`X@e&M#Csi2gY`hnVB(i-`J!S~ zBg6bY{Y?9>ust-!J+Z4{aPTXnS}lI`&8Ec+4RRVI(7#GjXG5==j_rkm2mtjERt3UH zNxZ1C#E)l14{9=+Ic=v;spKR>VqTOelP>#YN#_l$|0QN|V+~&cIf7P?JMpUatl+yB zD)b?`Oq0U<_p?fud5AOMhG?)ccO(F2;s&xv$2ST zo;9wJb=>02?&}VB`9)-D=+Ai^kZOeG&K81hcRYQOAj@YJMA3S%ylJJs8h0YKzDW&F zB$ZgyLtn0u_!vQnQwQ0P+926VDe_Es5joFKHIYckY@8 z<~PVUx~9AO9-pm0duU0Ded8Dw5z>;JKrf@AfAMmOnNq1tn5Km+d(+(Kmt$LmmjwD{ z85omEIncSST;|jHC*7jcW`KxFd~H%ZMtsqUquQEye(ct6E?FpU!+=km%Eb}AJ%~o1 zxLlhMorZ|eDhFt)UvN@ZjVN#9uUUREb?!8o0$HBV>it9;o8G;Zz)4^ND%ML2bAMEk zE!~3E4Hw}YSW8GiBJw}`^dxsY$;Ec=7a#(ctUimU$fQ(xAaisA+r;%g^dAHr}i{Yy!Sv||~02=EJQvf7v&G(a9WaT5rs+?D2 zE>{?6{ta^m{%pl3)0X+6TSr-OCB3q2AzXA`P8AEgyz$6Z|#ECtD0iLPJDrt+~F z>N0fvo3-H=yuk)e;gMgJRQyNI?3pCI4Zgw@TB#;(NQT#!ytz`_jV zRd#|0L<%+cf&C{KeQDWx3NR~>oTBa87iZuj7I~eO2W0Fo+!W4w_R;Lm;1TWNJ}g#{ zDk_sv(q&!WLC-ZyJ3!aunKJQS&)ZmdUf`~6Yhd}}gG=O*)kWA4{-o&SXh=MDzg4NAb%m0IQ=KAAhN;ex9!a0?iC0NwF7;rrNFEt*PZ0blm6B z%Ca;;*Vc!Za~AHYh~bJs4-cB58A3x;Nwa!_~hpH*ugay&=?!tyD=Grd+Z*s`I zh3*PHF$s`spuZmi&6kUAN#@Lu3^1zKU{tU0_@kziQ6S2qUspCf@S@v;1(!bZ?JzA) z3Ma}Ip?}cQh4|M~q2*4cVwZpn$!hu-!<@gu&%}y+x2;g-Me<5kBQcU2Y`2->v&>zf zE-~q))Gdggnp(N$zM-isY42dK&2TQkDZIn6_)RI36}|&qygpOt|D65TzFk9;Ag(!O z)gYkWCl7y&Sw42!YF+4OXrVJfQ?T6KyL}>9<&mAU{wT}fBk5y$%jPyUYJc* z#{oULFFxqW!fv=}^U`ggMyC9EgwXcz`5PH`$O-r{w1h--A>EX5y_qDz$4IR$nOOUp zPP}e56�c34&s-H8llyeezzSr4$%$fliJONGB9DB4EeKXg8~u=1t;D?S{f?KhY(K z-){Cd(8$36s!kq!q77(!Zi_OKy8v1O&t(2cKTHO-s(F1c@nANb_s%L_xj~bE^l%Dh z)oE^iEnDpxJnqGXmnL#O%|P2Q-Vd<1wTXF2Z@V0QW%;y%$d3JqPGUC|ZZqSYe1o;X zh>vGsYaakRclef!<`=?Lg4M#5NSRlrFV<51jxPs@Ck~4Pp(L3;)Uf#CPAPcVfOg9& zjv}_EgkFm)UfX_YAL^RDDm?SHi51e@Da46SF&2I{r_Xt@M#Ezx@N7cM#^=&Oj)e(! z<;aSPEn_vN))A}G7UNA@znU}HE~K04+rW_btC*znLZooPuKkPN&$ycSi)mKq7%;*d z5PIJ*4agZU!e>ZUbua7~z_`tD2bjwms+V}Y4-iC&C6#uOea+I>K?*=2Jj>P*FX{`h z$ETH_mSdr_%s&>MKrHw7rP#;msYc3*)#8^X*f0tt@MI{x=}yXTqL`>p@iC^pGz6P= z-4Et$m*Ra|sQ8Fr!&yz2As7*frx-0|VV0YzR#BF3*yk;~-garu`z=%iK*PQMh5s!X zdYD!nLGh$wZkqL#!wBL2rE&0g>{u*8;SDw$?|JsNUFq{onZ0K2x z10T{x4C5%qvJa_(Z|cFS*?xB?GYdKv_Q%VmAA!QuHgu2a#-inz;6J)+LkRSTmcY@3 zTZXf+$PQH*(1O~7G4I?F#527So=&hff+7D>Q>Y1k7;8$dfi$ZcT?$#KYR#f6fMERh zKxT^293jj@UVT9%DGln#=_5L>?d98aC^n257|3xMuUaDtKewuP8 z{2l=w-enpbaTpQvGm+DUj%!AZjY;sKST~CT#_EFE$;D>OiueHXv;!Ggb(2Hw9v6gn zxiHvPIUjWl*)r2ZGC^%_ZqGW^qxa!;kC{rRd^Ow`AQI>D$4F?Hd1<&yNOD78y_&_0 zgg|`%zx9fR<3!xrePU%xET`WdzG8EVti9m$(u;?SWPEP?p3G8m)9bf%pMG#+7HeBJ zGU&8XUWG{|3oJm2{HRvH?jMrM#19g~7TbP4MuNoEyqj2Dv+Li8z5Ng~2a;ARBF9 ze}7*(EJm7d)xa@b{ZiChKd8&1?{jO3<)rc4MX?Y>z@n~{NMZWRqhF-wCZRD?0yc^K zYwVIMz*MI*_a7S6bv<)oVxD6ZkkYdPksQzZxZ?)peV8fU@JeQl;3<`Osm$a8CL2>h zdxf`cp-Hn`A~(p;l`by-9|cQ9j*`nMtbm*6^?~C+j$MV6%&+B~3fg}=ePAWZLlGj4w8W>MLuJp8 zeecWl002d8^8&T|PRG*92+rC(Z?fgD`eW zANoNwj=M4o4!*#a$9`yp9wg^HkOZ%f%QGZJ()K9g68ev@Yt5tfTfPTRnG|qh!=I+? zKfh0|gxqFo+|Wq0qWs@aYxg;*xXOn!`H1rpGdn<@;t3jT@!?jT%cY8fHKv~i@<&J= zl|qNCb(`-iUI6kg(2$%aw9p>4^Pj|GYAc{FfDMN#88<+_4i7#!vyniz+|Ex*W0p$yEy@J0F(tr0Bc*^N;pH58F4h9}SVLq7K+jatf1 zxsdDE5}ci>t7gG3YfVEP5d`h(`6yQa+&H{5+Y0G2>V+*Ihs3$TmbfC+P)3ML%ksDz zu|Lw)VfpKOL39y@S3=Gh_cUZkNy>RzAs~L27KsC`t#8;of`=l(Bm;NKx548G*>smI zsTwDiNst%iHQC`M6Y)C5ub0fc;6iD3c=?bw8pcVoIW;=;Xku{ie#+Dmh~_eK%#E#1 zu=4wZH52LO9ew6icBJE#O5bJ}=CP}B{ke3msd*bHg90qW+D&z3MSEh_Qo+diiea9q z()m+uoN%XxL)zsEOj$+w}Cpyx_VQzRRyl)SyR=B;jRY+}#+9r;~oFY>pb}w6y0@U^p4oe}P9F13yu2AVQD_)WFi^qR| zR=r$XWgWuwRAo+vFo@c=6Y-rD?)OntvOjfm7L|S&bd10PuzSTb<=0Dtys(z27T)F4 z01@3*=aA^|NF%%pa|{d(&7A*aVkV^_O|-K)ftlKwpgaI5q)lRgk!z4(j1?p3G)!&@ z6Il@`e_vHoqE$I{x$#YvKdc;>AULT4*o!K!q%sCZo6T?r1s))tME?n!H~_(we#&=` zRKL0E#H&*i54Nw}5Jwv9yBBGQe12Yz9!A%Xmdu@4Yu7WJ2iVVJAEsCjRPxrIA519) zts3|rW0U|5iFk3N5CbbR>(2FV?S)poYkf@MBSU<8GFiIT-rH?EDg6-VHK$q4|8Rj- zi#Lf}a4ej59KJm)V?ea35bfNav$pwNvFy(S%+smX)rzOLgqHZQ)IfDGO~V#>pPkrL zMNX#MO%Gb{Ge2OcD8wj4Y4GwAe#}4u^8Ws-(Vjxv?RdA1oKLaYZd0N2Vkct%r3{@z zkuu)9>&)N|=sBs0_M&^Uk+zmB+Y?gW4bVwz1OX9ST~WP6U5udgvyAM5-F35X$(&h% zN3O*m(Q8Jc9vOD!=M$frdT}8SEC3YLhMi$$u@tX}-kwH__LSLq2(sTST^8ut;4#~E zi_DdMaRp||=FqGcGX5+>J;E9J(7@_1uoksuh9;m;$d-8qCpV@#kn@Zm85X4isbS1> zl_P+Bjz|FHra67oDl7Q;cM+2IJBW?-)<{b|^v!7|8spBdh&9Tqw;ai#&JIu2bN}5XdEayGxYET2lG#3s-x5vUZpPYGkt|dMSkaOTmy-;56+_(=%K>0 z^co5mRd0kpzF-p?HV+@TA`MBA(a~V_JNkM1DIy2YxcwmVA zX%BcaR-$xZW)AOp8YYlIK8pMRw1#hjf_n@5#rQfK6!S1M&+Ho(lSbb}2mMH+qT8^3 zA}>dMjW5RKSw-EsVe<#J01gQa$y~~Vy(t<81Or)#fQ6|7ym%kSAt<#k{Qy`2;Q+4+ zNs3KcrO@mw+wn@}k=$!9)FJkC$qX+|-VTXU@0XlL4VZY^--v$SW8I`yC&@7!9|Jd6)Q`x?kePI0BqvcEA| zImW+Gy&Ve?tnl6_N0pmCw+C-H$G*!B-M{+(d}23uN2mB$2U$-FSq)-vYW(47iQDmd zl`82KrBgtoS5n9q$qgvf9dRl+6 zZRx3ePGdP2FE8#v13D;|(0^`9=KA5ADRYaE1m^TxOZ6AzhdRF6_M*2?<0ad* z5qcku-^XuP0xth+W+}g=8M940p5%Vu>+*=nQMDU%NO6+-P?n&spMTPdF~B~YMjJ5u zBo4_Dzd3WPQCz2`z06VtHx=^=tY3E>1y}(Hh%ao{ixEft*D%(R*0(f+BFOSSc-5eo zm^#j?kRxT+ucMJ#od5)h{t=4)khGtnY4ZtG>D`gH?Dx=afop|;#Q8RBA|Bh4REyh41-CcbDJ zwg3Hz6fQYSADxCFttL<3X6w_nr6zBUnv3}RxANM%>S^{W&cXNhbHtuxIJz;T?TfoX z*VNhue^m(V1_p2y>99CvBJg+s`V$3-46Nbb+<3z7c2`}bC`DB{bXvHl;g@3__vfZBGEN5}I zY8Lw|$c@$?J?lUIN6`nt_-~aW1QYHt1kx`I!-ZI81f9{*Z^z&svDbEz<6R}5RVWzm z@rFU2cPaP3^u%mZ`B*%(n;b9^)Px{pa*&?5Xy%RGiWZRf z1mxl}d$t$x+Bl~GdRh?Rc^mYndoe(4#(50T^@B}a^NWeXVG16%S%HKgcgkCzo3AJb zvir?B`RQvrMU&@>|IHi~w;^6J?OQwbHNEFBu~~xX?y>w@e{Jtwj&)R;T1Tf}W&xR# z94#OCVVDA&OE~q*{(3CQ3D@BbHAYINOT8BJerq-xE#=XqVH!!uKEzA^mk!lXs~K)v zqqvVhwVU?%4Rnd!_<;ghfmH4eOLICR>5c;m`?CDe~Qp z22lz^4$7{fISnD3`+GNShoNJkEVwLE*kx=X)di2P3FoC*xO~Evl=YNHaue9Y^nJoR z|6};^bU$4Gc1Ap*1QQOf_G`LnM%Ri!8AXV_ssw!KMHjAx%3Zvf_ri{Jv$)?(k+S>& z;c%I+4b`4p5%zzW$i(!`Sr`-Sa}I)u3i{dk?n?nwjB(2lR3u@c0VhVUS)60fusIYi ztCr}~SmDU5(9gno`yF${hkRt73cR5Mr3?|+)L^nzy*E43GYvCikeDwOc@%RHwD5ST z)hiw$it9~AO4kxr-y#Od8rLGVl|Klvq;eV!$_vwcq|qPbVdN#eXq0ahR}ed z%pbR=cQV=}!z%g^-L*eC-khijXC%5mL}zXYfu~TCNQ)4fe@(LHBzvNH(4JBCQ(sr# zmp9S2m1g)2gYSY)^|TtWp8>Gf?xG@9jMSQ<_d$H;gx0$dr&2ThC6)DLOi=DwbD!I( zMHf0av^E$Mp3$UJH+<1~2+=~jI)x5w8Ms>_r!`phqdH!$D}PB~H=JgTxQ~mBTPl~} z5R8jd#aDgs9+PCfa0i3I08lhI#CzW0{6B`(oV+k4Faz8!UP4y~)=BVRTEOA*)z1zEt$jh6)nnnK>celyEDb%!(7t;Pmajm9 z>$Ja-%1mYBI_ySnAg3XoX~}hxUylty?Qp^Y=F+kN*JY9|I?`atvxzdcCQ+zXe%m|+%|uSj*5cuUU@Q=&)J*T4+F z@WE2%H$kZvzxvpFBTbr&_0Jtr$s2C`10$Dhu9K<6LQY*4|3;&VBPpgl=Ac>hD$wO; z8-4vjRI6hBjCm6(i(-YprAje-W_{v(D$Wq-)UwGmevZWdHbjl|p(bnoD>~?3hjgDa z>SVAF+dlsK`^B5Y{?!&8YYg9~GbB*uiTY0ukSU$TM#NaoC*{|SG;f#PBOpnJcAi?O z7Inj)K)m4KpD}%7udjOe2rb6T^|w752ouL;&}D=}>~4;YtgZ&lv~RuzS{35%1D|}F z!561?X2${HiNP8rHs1!+QQ*)73zCY@oz?)X61TMlJ=^|QdAA#3X06fvSAd3~*M~~D z!(OW<;-3+k8XdYcODsN+g|AEk;o*0Y>j>;Hi0f3Z|Kv8@@8xB8u_nQ@QU z>Ja^T#p+YJmB{XUOT7R8t$Vsu*ls?XN;bz_tzK>^NI;0Q-Qi9wCDrjSDJsM4A^OSFH&+aZ-9o?t~ z;?Lawq7BEUOovvW!?%&;__7Ccp4hQ!+6P#Kt{y_Ok z5x`S9ltEXIb%n#iS&Dv2orkxGcdo42&&q>!~waZ_;8adU2Sp4_Fpa# zKcjs>;DTm8u|jI9ng4L)x02yI0eTUI?wQGK=o#1?1pMgfG6cK!=Qf^YyXp<~M*94j z+y>IZbMh4CE5@0dILY3Dzyj?y#{0o${Xs!C%}_xc1;po0Nv;i-8!1lcelZ^PQP{uR zu9udY#Bda^chs2ACSTM&!tZv7V}Ci_Vbn7awyZS<#G{>e9vrBV`Qh8}!WNGGZ5{f&nN1aF|tsKdZqo(BZF_a?gjxleERet_uxC+ z(CO(fNEqpkh&oCqA4PPMa!H!NBN&X+a0jusV)kkkkhjniJk5M>(y+-#&~vtIw9>|6 zg!s|V%qC|oy?{{Rz=Jxzw$qAV{;FAeDYgz(dZ4QV(IZ8hGL;3;9%qnN)R&7(J!+3c{;}#&u@J2W~fc^s!|fHVGF8 zT1*Zc7!HdJ;hLaP6$nTA4~;<5YiiJ+tg^JXgfZGr9tQUoYODrqEe6Fm@ ztdAU*^a$#TLjq}F{h`sg5=_}v4;NumxRP?Ra?BNjhPgK-e=w`Eu+Ri3Yp@jI5^nP( z^!MMtGNxeJ(X8O?O3e)N&Pz0$@v0cKYB)iY*LdQAim>Y2aHSm#RI^&EgUj(awT1eT z)#d3xMf8`R6nO!d5{Qo^K%-gky087X-nv&BnOz@kI>h-_3m;D&BLDqbN1(E~cR`QI zis_OoRb-N-nnf4HH|E7@Ab_kBnKTODwnVFrsc_|9?0ai>d&19yGG#{pjBLJgmAhoX ztdS1L09k&*G1cM)HxFO(uKmF}a(U=&7Un-ZjGikpR2-e~{^xE&;~U5}|Jn~tAnC`v zX;8_ac0VY)qojE;%qYmVhe2{LY#W~CxnP~d0k>);8-@UpP>`CPLbMWUpiXHN>9o0O zN7kj^_FP+)lLg{mNPCN>Tz1nJf}yj**bE(XTjiA+K2nd8!kxRSsNM}NM@i%PMfN_v zsQ7#o%DFmTdtcaa48Kp;+rpP^zdBb|_-!dr-m+H<{7&W>kWe|M^)e5%)x1< zBNfo0u!v!09m#up7SHr=b6`eSe_vZ55i5tKL9r}R%o+Q)uWOS6 z0)AH5GkPX_1S^j`9a&^mQtjsXHH3(Rb098Qj}7Bp?#5TyWR0D;MV!(;3#h4-Jz2@? z`=Uh!cvcLjoFT=d+ z2P7ies%T89>mZBEqCOmkaEpv{D8;vkps&82qEowm1=mR4-@A}UeyjMscb~KDI+yMY z47j!by^_$&PfeJiN=ShG3EuE%Mx(n|z|)qVdH&!Q=1?LK<$3P-PRdy{bH6k`;|pRw zI0h>HMkWvvT%?qcCpk2uc}ZnsHyjitei$42ML)%lzpmd1dH_lSaR;@YuTTJ#;5llm8TK^O`(0?@eu99Z%`G_3rFd>Tw2zA+t8a#90^WhQ|~f znsx>gZ3uDV$3{7^p30bC?jL$ak=R|!^n{J!m?R>ej0dcOVO`IG;6*)tIXY=N5BhhJa8 zY_d%ktD3c8TX^b>;T}U>0i0(8m_?M09aZ$vNnM) zl@6qX4T>nk$(p@+sLVn?V@OL2qHL^Q3h?BKI51p64jdk@R{J8q6^+CybhLx8WV|3( zWUqIeGr)IE>qxZMyVuyT7Q|h8VVANeJ8nf==&nvCD}1WiI4M9g_5dUw+oSLiAB3K| z$v!YcJ+dS`;qNWqYK>?mop`*)ja5z+x7(6tzriZNrBB#}-62sl4H^cE>&r8u{kdRA zR0uE`JKd<_o%wM=+>)c_5LkNr8M?T$+iW+DNma&(-+|c&Kt0{8h=h1P=ulRPvA(bm zsyuGl54C-hzkkaaDNIjla&4j}0#*+GWAB)!dC0a_9SGhGwKYdNYrdt2Q;o%99XWS) zJvU^k<30t-;vNb?V`v$pV*kBqed1Y+h%@dv#lcTf0XJF7AYfti%0B4;Y`a1fSflDo z&V?AO?zT_lnv_G9M8-PI#|FikRTF9WDj;ea#5!Xe85$C!)PWbh4tbtbF~Qh;7Cy% z4ziB7?b!cwn-h1DH&%3F7~pOcFHsi=qY5T?S2BPotiv-(MI@lD)JZfrXpdI=bcD74 zkhyK2F^R>a4I?D&rji@!zTjMD>o(2QH8eotRehQN;5;`LS6*$>b?)x9$VZnK3DV%f z{1qBUVX8z$&`M(n9Ern6PF_=+%Bp^@d{uD7T|o0&MoewhbM!DXB}takrzNxMB;t8z zCs`op#@j2OJ+lS{kww`cXb!`Y_=+@Zy<^?s(h2NhGN z( z1Yh|I?b0K_+IZ6!{v5jw{;F+=a__ciAVHyDKzNw7Mb=_UvDkUB+k*L+@!)+7Nj^~yIC6STSwI>x_f(peV~kSI>MMW*6l9yq34^NhRuZ>I0N=tQ=Gj9ar)EQ8bgd# zVU>);j8=Y{<^EvCa;YqnLn z(*Lg2?B2wMyoEOqJLKblQBP*z`XqZmgM~x{*qa12g`^TY`S__dnMo4q&!;TQ49y$t zITZ|n<6M|i`ww?9OVxo9(gI&*!X)hGpD%Rle(4#}nRInjryc@h7nUbp72ceD0^w;l zAnF3T6TYik*?h&?P9uE#AzY)&0Dqzo*bFd|jqcDSyzHG%-GM3Utr1YP!pNB1lL@TFUlSX;VN>P{uM3$fmn9J{7SG;t!hQEW$# zVh*Uw6mnxAZ(yP0iVy*KFj_b>4{1^fAWwe(=89ch_hHaZE#>ZLht zMZ?!*;Jzjeg<73_D7woN&t#6JybbYShWtH$^2fZL)PZM&9A=RXA5-{j%JV#S&ff8$ zxyLvOc>x%g-EVW?)lEW4kk~FhzEpBDc_(@g5p-!h0^3j<1<10V$%DYRNCH zVWAk;0G!hl`%TVT=;a31|II9yQw1xp-8*3FZj_yj#te!0lqoZkvUc)&ZE=&-oRrr( ztb7q2c#?{tB2vrxJC9N;IW*ralw zlG$PWspw61U=Z45;T8mqnVNQ>$>TqXgcZF)rdpe)df%X&tIq4voUQ_n>m;Tl(@qyC z6$eK(q~B*+=o?Ix+){Z_U!!u@Ayj%~T6&AQ*c zNp+l$orggj^Odle>@vk7DTz0%vRd)RL$S&ke{ZQ%NHYQ7-v-gU=$s zT|U{_m|W2MQypRv!U+{*RPpFI&e^>_g3WChOHhDvPZgK34kF9=eYy^~n3X5#@s~E1P4ot4Qdy-GoVuJbK zrX4K7V5~m(5>L(pK7e|JqYy`Z-VYzW)q!hw1tB1sRQGr*aeLGqeEj?D9sRs0!-;pSs>d$5h z8z>mZiHJ`g>VC_0W=h!xM=CAoJzceXJ*uBMqX+x|iPl#(Qp$W-x^Yv*Vc>LgAG94C eN~$*|Q4C)s_UwaFaGeU+5qfSvZrk--E+E4=sA5q7 literal 0 HcmV?d00001 diff --git a/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_20m.tif b/tests/data/seasonet/fall/grid1/32UME_20180418T104021_53_928425_7_503876/32UME_20180418T104021_53_928425_7_503876_20m.tif new file mode 100644 index 0000000000000000000000000000000000000000..ddf22ac829d73d51a6bd4f1a42a4d7aba1cbeab6 GIT binary patch literal 43720 zcmZ^~W3VW}vbMQw+qSiry_apU`qO%<72hA6-$E zEiO(400961fCvBp2n+!DkGTJJ!2iWS{}}9_w(+k6|Bo&=2mk=~Km4B@L_m=L#{B$a z)c?`{lY{m@4E>MM|0m|;ALIP5T%P~M3jY}Nzj*)vivRdOV-Wm%09+sp0PsJi`Nsi4 zF#pws{&8(6FaW_n-RU3KhXMiM{o|&8{GSWqf3^32j{k4RgaZIr_!m1#001z=2LRBm z0|3zC{cp^y|EB-X4e;Nb{NL^WNF@CKZ~H%i|39WroJ8P1E(U$2|JwiXf5rm<00#g7 z`9J(`V*aZEfz*eh{l^bc9|{hD1_1W&#Q*}t5Cg#c$GZ7~{MS+vtBNWTu(J@*6DTW5 z6L{F#7!xov$$0%A)eC^4nf@C<&Hoj^5?dc_Yjujqf7LT;)s&__nVU)W>iHtFoS9{( zc}?!AN@=HR`YWRi|LRY73YwD&wj4-BO0M^1ac-yENK!4(7STFMm{<633D{cVo(%4j zn3r;%VbSjpt+hyUQjuEGVr_h5gbO6zfoaYUNe#SF`)_i=ahv+%nQPcc+L=0@E7eEOgDOi!^@kU`I)# zI3&L#UoE9t*D#%(U!8B`M2=Qx*X84t$l;ktWy1t zCiUcB|Xg=uR)KZ3- z%a?0k{y??7e`c)t`&Q}3^D8ZS5J|Kd)_9^v(np%IP{n4;d54?}!@B^OS5>J};AENF z`H_Q%wE|)tURn8HU=*CML^`dIg^GX22 zblmK|edYJJVgu#$=Zb}yP7?HQ8njCljRK|bC*0w-qv3uTWA&@|7pCavb(#z(PkG@; zAzLc|_2C3rhs^me$gHpqo?qFCz5N-zZ+rACx$%S=bGOkASzgE)G@~R6K~Mh)zBjNnhF>g z3ey41Fi~bQ;v0F^4=B|eotc|c`%I`_ns6F51ck&AdZV3k9&iLBlyzc{u6)6}{tl(hyUvXa85DMlKBI^a7Y6lcRRB;t5FsXnf^Sz(`Cay@z-OPK03bvMU7o3K6WvSYq4$FM%L<8r+piqK_es-rn4 z%&}^;sbhwdxN`HIL{Olp9C=PRRZZfpYWbfc*AqHX1&>di2>~HvPKV;9*k;Q3ALo|7 z6yBA|pOA#`*;l6~hDWb`_PiDPq=W7gKS0jw9fSg|O&`0y-1Thh#+Fq6Y9oZE2fn15 z5n7zXAYPi={WPN2f)_L=DkarolK0?tYNj7U=OeTpFDNLBV=1c12{54QBnxA@9 zmWqQa72x?9;u#&kD|rJU!c%&$eDJX}HXq8=TuGJPK@z!xY&jUgc3uiKbK26#hnD%A z|B~OM`<$Ucc~4#slYKB+PyY%8azdO6o6k$os_&AeHXx$fR?B=`|m=v?5}N zTTKO*#a~d9O5e=sCHmn^WvGhy-2IL;k4)1aHeUD%z00WA^ z7>Ab6@Ah__Lk>R;m`cfR2{#!ZKKX9IjlsN%>$>%N6PB`-0-<+eI^*TibpxOV3Vp1O zCZ67;TYSwfYY$N&sCMK5SmfQ@P6#+ZBybhk^c#f|(}` zq`@^LxB4J_nWorlAK1YJ##$b5#5)1;I}JkP$;@Bt0Vu_|p2O-Jhl?a4$`LnBG8